warning: commands will be executed using /bin/sh
job 2788 at Mon Jan 13 12:10:00 2014
FileBase	/isis3/jlong/Gatsby/gatsby140_07282013/gatsby140_07282013
ElecNo	4
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	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 884875 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
--- Clustering full data set of 884875 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 46340 members 
Mstep: Class 3 contains 46601 members 
Mstep: Class 4 contains 46435 members 
Mstep: Class 5 contains 46691 members 
Mstep: Class 6 contains 47040 members 
Mstep: Class 7 contains 46334 members 
Mstep: Class 8 contains 46441 members 
Mstep: Class 9 contains 46459 members 
Mstep: Class 10 contains 46515 members 
Mstep: Class 11 contains 46668 members 
Mstep: Class 12 contains 46240 members 
Mstep: Class 13 contains 46318 members 
Mstep: Class 14 contains 46355 members 
Mstep: Class 15 contains 46599 members 
Mstep: Class 16 contains 46499 members 
Mstep: Class 17 contains 46819 members 
Mstep: Class 18 contains 46790 members 
Mstep: Class 19 contains 46489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105198504.000000 Penalty: 42277.761719
Iteration 0F: 20 clusters Score -1.051985e+08 nChanged 837688
Entering Unmasked Mstep 
Mstep: Class 0 contains 754 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 98589 members 
Mstep: Class 3 contains 8413 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 24934 members 
Mstep: Class 6 contains 93477 members 
Mstep: Class 7 contains 7152 members 
Mstep: Class 8 contains 23249 members 
Mstep: Class 9 contains 136989 members 
Mstep: Class 10 contains 49361 members 
Mstep: Class 11 contains 6906 members 
Mstep: Class 12 contains 32826 members 
Mstep: Class 13 contains 12702 members 
Mstep: Class 14 contains 14405 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 22513 members 
Mstep: Class 17 contains 237245 members 
Mstep: Class 18 contains 10220 members 
Mstep: Class 19 contains 55652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -107288576.000000 Penalty: 42277.761719
Iteration 1F: 20 clusters Score -1.072886e+08 nChanged 329229
Entering Unmasked Mstep 
Mstep: Class 0 contains 585 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 111159 members 
Mstep: Class 3 contains 5612 members 
Mstep: Class 4 contains 15284 members 
Mstep: Class 5 contains 20174 members 
Mstep: Class 6 contains 103042 members 
Mstep: Class 7 contains 11061 members 
Mstep: Class 8 contains 14597 members 
Mstep: Class 9 contains 201499 members 
Mstep: Class 10 contains 44552 members 
Mstep: Class 11 contains 9319 members 
Mstep: Class 12 contains 24305 members 
Mstep: Class 13 contains 10586 members 
Mstep: Class 14 contains 12196 members 
Mstep: Class 15 contains 4311 members 
Mstep: Class 16 contains 14363 members 
Mstep: Class 17 contains 201553 members 
Mstep: Class 18 contains 10161 members 
Mstep: Class 19 contains 45518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -107600448.000000 Penalty: 42277.761719
Iteration 2F: 20 clusters Score -1.076004e+08 nChanged 237627
Entering Unmasked Mstep 
Mstep: Class 0 contains 520 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 146362 members 
Mstep: Class 3 contains 6146 members 
Mstep: Class 4 contains 13216 members 
Mstep: Class 5 contains 20698 members 
Mstep: Class 6 contains 130909 members 
Mstep: Class 7 contains 14846 members 
Mstep: Class 8 contains 13987 members 
Mstep: Class 9 contains 184195 members 
Mstep: Class 10 contains 49839 members 
Mstep: Class 11 contains 7812 members 
Mstep: Class 12 contains 19880 members 
Mstep: Class 13 contains 10404 members 
Mstep: Class 14 contains 9671 members 
Mstep: Class 15 contains 5510 members 
Mstep: Class 16 contains 12457 members 
Mstep: Class 17 contains 155340 members 
Mstep: Class 18 contains 10225 members 
Mstep: Class 19 contains 43938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -107928832.000000 Penalty: 42277.761719
Iteration 3F: 20 clusters Score -1.079288e+08 nChanged 201831
Entering Unmasked Mstep 
Mstep: Class 0 contains 495 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 179047 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 9391 members 
Mstep: Class 5 contains 21885 members 
Mstep: Class 6 contains 163901 members 
Mstep: Class 7 contains 16606 members 
Mstep: Class 8 contains 18239 members 
Mstep: Class 9 contains 138813 members 
Mstep: Class 10 contains 64165 members 
Mstep: Class 11 contains 5741 members 
Mstep: Class 12 contains 16751 members 
Mstep: Class 13 contains 10966 members 
Mstep: Class 14 contains 8122 members 
Mstep: Class 15 contains 7093 members 
Mstep: Class 16 contains 12791 members 
Mstep: Class 17 contains 122624 members 
Mstep: Class 18 contains 9949 members 
Mstep: Class 19 contains 39633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108194896.000000 Penalty: 42277.761719
Iteration 4F: 20 clusters Score -1.081949e+08 nChanged 185756
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 185887 members 
Mstep: Class 3 contains 8657 members 
Mstep: Class 4 contains 5507 members 
Mstep: Class 5 contains 23125 members 
Mstep: Class 6 contains 181016 members 
Mstep: Class 7 contains 17950 members 
Mstep: Class 8 contains 22595 members 
Mstep: Class 9 contains 125935 members 
Mstep: Class 10 contains 82117 members 
Mstep: Class 11 contains 4062 members 
Mstep: Class 12 contains 14428 members 
Mstep: Class 13 contains 12100 members 
Mstep: Class 14 contains 7408 members 
Mstep: Class 15 contains 8527 members 
Mstep: Class 16 contains 15178 members 
Mstep: Class 17 contains 94540 members 
Mstep: Class 18 contains 9921 members 
Mstep: Class 19 contains 34332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108336016.000000 Penalty: 42277.761719
Iteration 5F: 20 clusters Score -1.08336e+08 nChanged 133402
Entering Unmasked Mstep 
Mstep: Class 0 contains 455 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 176582 members 
Mstep: Class 3 contains 9749 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 24837 members 
Mstep: Class 6 contains 181140 members 
Mstep: Class 7 contains 19747 members 
Mstep: Class 8 contains 26838 members 
Mstep: Class 9 contains 126841 members 
Mstep: Class 10 contains 98544 members 
Mstep: Class 11 contains 2994 members 
Mstep: Class 12 contains 13037 members 
Mstep: Class 13 contains 13568 members 
Mstep: Class 14 contains 7065 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 18389 members 
Mstep: Class 17 contains 81560 members 
Mstep: Class 18 contains 10167 members 
Mstep: Class 19 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108439344.000000 Penalty: 42277.761719
Iteration 6F: 20 clusters Score -1.084393e+08 nChanged 93489
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 168513 members 
Mstep: Class 3 contains 10341 members 
Mstep: Class 4 contains 2141 members 
Mstep: Class 5 contains 25882 members 
Mstep: Class 6 contains 177985 members 
Mstep: Class 7 contains 21736 members 
Mstep: Class 8 contains 31081 members 
Mstep: Class 9 contains 125662 members 
Mstep: Class 10 contains 113204 members 
Mstep: Class 11 contains 2388 members 
Mstep: Class 12 contains 11751 members 
Mstep: Class 13 contains 15062 members 
Mstep: Class 14 contains 6776 members 
Mstep: Class 15 contains 8914 members 
Mstep: Class 16 contains 20678 members 
Mstep: Class 17 contains 75033 members 
Mstep: Class 18 contains 10282 members 
Mstep: Class 19 contains 27313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108515808.000000 Penalty: 42277.761719
Iteration 7F: 20 clusters Score -1.085158e+08 nChanged 72963
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 162159 members 
Mstep: Class 3 contains 10874 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 26085 members 
Mstep: Class 6 contains 172588 members 
Mstep: Class 7 contains 23815 members 
Mstep: Class 8 contains 35163 members 
Mstep: Class 9 contains 122042 members 
Mstep: Class 10 contains 127995 members 
Mstep: Class 11 contains 2045 members 
Mstep: Class 12 contains 10651 members 
Mstep: Class 13 contains 16406 members 
Mstep: Class 14 contains 6549 members 
Mstep: Class 15 contains 8554 members 
Mstep: Class 16 contains 22209 members 
Mstep: Class 17 contains 71733 members 
Mstep: Class 18 contains 10048 members 
Mstep: Class 19 contains 25176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108575536.000000 Penalty: 42277.761719
Iteration 8F: 20 clusters Score -1.085755e+08 nChanged 64542
Entering Unmasked Mstep 
Mstep: Class 0 contains 418 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 157126 members 
Mstep: Class 3 contains 11459 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 25714 members 
Mstep: Class 6 contains 165614 members 
Mstep: Class 7 contains 26010 members 
Mstep: Class 8 contains 38796 members 
Mstep: Class 9 contains 116113 members 
Mstep: Class 10 contains 144675 members 
Mstep: Class 11 contains 1838 members 
Mstep: Class 12 contains 9511 members 
Mstep: Class 13 contains 17507 members 
Mstep: Class 14 contains 6422 members 
Mstep: Class 15 contains 8219 members 
Mstep: Class 16 contains 23263 members 
Mstep: Class 17 contains 69505 members 
Mstep: Class 18 contains 9545 members 
Mstep: Class 19 contains 23822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108619712.000000 Penalty: 42277.761719
Iteration 9F: 20 clusters Score -1.086197e+08 nChanged 58740
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 153229 members 
Mstep: Class 3 contains 11991 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 24976 members 
Mstep: Class 6 contains 158424 members 
Mstep: Class 7 contains 28506 members 
Mstep: Class 8 contains 41678 members 
Mstep: Class 9 contains 113112 members 
Mstep: Class 10 contains 158062 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 8612 members 
Mstep: Class 13 contains 18333 members 
Mstep: Class 14 contains 6475 members 
Mstep: Class 15 contains 7933 members 
Mstep: Class 16 contains 24238 members 
Mstep: Class 17 contains 66729 members 
Mstep: Class 18 contains 8884 members 
Mstep: Class 19 contains 23153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108643400.000000 Penalty: 42277.761719
Iteration 10F: 20 clusters Score -1.086434e+08 nChanged 50412
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 150814 members 
Mstep: Class 3 contains 12555 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 24173 members 
Mstep: Class 6 contains 153264 members 
Mstep: Class 7 contains 31230 members 
Mstep: Class 8 contains 44020 members 
Mstep: Class 9 contains 113809 members 
Mstep: Class 10 contains 162597 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 12 contains 7969 members 
Mstep: Class 13 contains 19007 members 
Mstep: Class 14 contains 6882 members 
Mstep: Class 15 contains 7684 members 
Mstep: Class 16 contains 25147 members 
Mstep: Class 17 contains 64629 members 
Mstep: Class 18 contains 8145 members 
Mstep: Class 19 contains 23250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108660552.000000 Penalty: 42277.761719
Iteration 11F: 20 clusters Score -1.086606e+08 nChanged 39287
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 149367 members 
Mstep: Class 3 contains 13218 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 23268 members 
Mstep: Class 6 contains 150127 members 
Mstep: Class 7 contains 33852 members 
Mstep: Class 8 contains 45724 members 
Mstep: Class 9 contains 115189 members 
Mstep: Class 10 contains 162192 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 19570 members 
Mstep: Class 14 contains 7567 members 
Mstep: Class 15 contains 7525 members 
Mstep: Class 16 contains 26025 members 
Mstep: Class 17 contains 63280 members 
Mstep: Class 18 contains 7443 members 
Mstep: Class 19 contains 23786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108677224.000000 Penalty: 42277.761719
Iteration 12Q: 20 clusters Score -1.086772e+08 nChanged 31416
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 148239 members 
Mstep: Class 3 contains 13944 members 
Mstep: Class 4 contains 1776 members 
Mstep: Class 5 contains 22292 members 
Mstep: Class 6 contains 147973 members 
Mstep: Class 7 contains 36262 members 
Mstep: Class 8 contains 46808 members 
Mstep: Class 9 contains 116178 members 
Mstep: Class 10 contains 160612 members 
Mstep: Class 11 contains 1126 members 
Mstep: Class 12 contains 7563 members 
Mstep: Class 13 contains 20042 members 
Mstep: Class 14 contains 8165 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 26818 members 
Mstep: Class 17 contains 62416 members 
Mstep: Class 18 contains 6921 members 
Mstep: Class 19 contains 24689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108691864.000000 Penalty: 42277.761719
Iteration 13Q: 20 clusters Score -1.086919e+08 nChanged 26981
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 147202 members 
Mstep: Class 3 contains 14876 members 
Mstep: Class 4 contains 1772 members 
Mstep: Class 5 contains 21247 members 
Mstep: Class 6 contains 146266 members 
Mstep: Class 7 contains 38453 members 
Mstep: Class 8 contains 47485 members 
Mstep: Class 9 contains 116901 members 
Mstep: Class 10 contains 159163 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 20467 members 
Mstep: Class 14 contains 8412 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 27492 members 
Mstep: Class 17 contains 61503 members 
Mstep: Class 18 contains 6538 members 
Mstep: Class 19 contains 25788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108705424.000000 Penalty: 42277.761719
Iteration 14Q: 20 clusters Score -1.087054e+08 nChanged 24137
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 146271 members 
Mstep: Class 3 contains 16160 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 20307 members 
Mstep: Class 6 contains 144757 members 
Mstep: Class 7 contains 40317 members 
Mstep: Class 8 contains 47856 members 
Mstep: Class 9 contains 117475 members 
Mstep: Class 10 contains 157890 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 7462 members 
Mstep: Class 13 contains 20925 members 
Mstep: Class 14 contains 8462 members 
Mstep: Class 15 contains 7207 members 
Mstep: Class 16 contains 28041 members 
Mstep: Class 17 contains 60395 members 
Mstep: Class 18 contains 6285 members 
Mstep: Class 19 contains 26933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108717272.000000 Penalty: 42277.761719
Iteration 15Q: 20 clusters Score -1.087173e+08 nChanged 22704
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 145463 members 
Mstep: Class 3 contains 18072 members 
Mstep: Class 4 contains 1703 members 
Mstep: Class 5 contains 19466 members 
Mstep: Class 6 contains 143323 members 
Mstep: Class 7 contains 41798 members 
Mstep: Class 8 contains 48022 members 
Mstep: Class 9 contains 117805 members 
Mstep: Class 10 contains 156570 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 7486 members 
Mstep: Class 13 contains 21460 members 
Mstep: Class 14 contains 8458 members 
Mstep: Class 15 contains 7137 members 
Mstep: Class 16 contains 28490 members 
Mstep: Class 17 contains 59195 members 
Mstep: Class 18 contains 6112 members 
Mstep: Class 19 contains 28031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108729384.000000 Penalty: 42277.761719
Iteration 16Q: 20 clusters Score -1.087294e+08 nChanged 21786
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 144641 members 
Mstep: Class 3 contains 20306 members 
Mstep: Class 4 contains 1652 members 
Mstep: Class 5 contains 18766 members 
Mstep: Class 6 contains 141843 members 
Mstep: Class 7 contains 43071 members 
Mstep: Class 8 contains 48010 members 
Mstep: Class 9 contains 118024 members 
Mstep: Class 10 contains 155638 members 
Mstep: Class 11 contains 873 members 
Mstep: Class 12 contains 7516 members 
Mstep: Class 13 contains 21995 members 
Mstep: Class 14 contains 8516 members 
Mstep: Class 15 contains 7089 members 
Mstep: Class 16 contains 28741 members 
Mstep: Class 17 contains 57810 members 
Mstep: Class 18 contains 5995 members 
Mstep: Class 19 contains 29037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108740128.000000 Penalty: 42277.761719
Iteration 17Q: 20 clusters Score -1.087401e+08 nChanged 20219
Entering Unmasked Mstep 
Mstep: Class 0 contains 390 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 143910 members 
Mstep: Class 3 contains 22302 members 
Mstep: Class 4 contains 1618 members 
Mstep: Class 5 contains 18139 members 
Mstep: Class 6 contains 140723 members 
Mstep: Class 7 contains 44134 members 
Mstep: Class 8 contains 47851 members 
Mstep: Class 9 contains 118161 members 
Mstep: Class 10 contains 155264 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 7512 members 
Mstep: Class 13 contains 22538 members 
Mstep: Class 14 contains 8493 members 
Mstep: Class 15 contains 7046 members 
Mstep: Class 16 contains 28779 members 
Mstep: Class 17 contains 56271 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 30023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108747976.000000 Penalty: 42277.761719
Iteration 18Q: 20 clusters Score -1.08748e+08 nChanged 18172
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 143282 members 
Mstep: Class 3 contains 23618 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 17623 members 
Mstep: Class 6 contains 139681 members 
Mstep: Class 7 contains 44996 members 
Mstep: Class 8 contains 47423 members 
Mstep: Class 9 contains 118454 members 
Mstep: Class 10 contains 155478 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 7558 members 
Mstep: Class 13 contains 23130 members 
Mstep: Class 14 contains 8458 members 
Mstep: Class 15 contains 7036 members 
Mstep: Class 16 contains 28747 members 
Mstep: Class 17 contains 54743 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 31055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108753656.000000 Penalty: 42277.761719
Iteration 19Q: 20 clusters Score -1.087537e+08 nChanged 16585
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 142629 members 
Mstep: Class 3 contains 24470 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 17236 members 
Mstep: Class 6 contains 138703 members 
Mstep: Class 7 contains 45711 members 
Mstep: Class 8 contains 46766 members 
Mstep: Class 9 contains 118925 members 
Mstep: Class 10 contains 156004 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 7733 members 
Mstep: Class 13 contains 23630 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 7056 members 
Mstep: Class 16 contains 28763 members 
Mstep: Class 17 contains 53269 members 
Mstep: Class 18 contains 5749 members 
Mstep: Class 19 contains 32078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108760360.000000 Penalty: 42277.761719
Iteration 20F: 20 clusters Score -1.087604e+08 nChanged 15858
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 141977 members 
Mstep: Class 3 contains 25168 members 
Mstep: Class 4 contains 1500 members 
Mstep: Class 5 contains 16903 members 
Mstep: Class 6 contains 137765 members 
Mstep: Class 7 contains 46449 members 
Mstep: Class 8 contains 46015 members 
Mstep: Class 9 contains 119423 members 
Mstep: Class 10 contains 156326 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 8010 members 
Mstep: Class 13 contains 24129 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 7094 members 
Mstep: Class 16 contains 28811 members 
Mstep: Class 17 contains 52011 members 
Mstep: Class 18 contains 5664 members 
Mstep: Class 19 contains 33118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108766688.000000 Penalty: 42277.761719
Iteration 21Q: 20 clusters Score -1.087667e+08 nChanged 15495
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 141306 members 
Mstep: Class 3 contains 25664 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 16686 members 
Mstep: Class 6 contains 136883 members 
Mstep: Class 7 contains 47146 members 
Mstep: Class 8 contains 45218 members 
Mstep: Class 9 contains 120114 members 
Mstep: Class 10 contains 156370 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 12 contains 8423 members 
Mstep: Class 13 contains 24684 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 7147 members 
Mstep: Class 16 contains 28945 members 
Mstep: Class 17 contains 50767 members 
Mstep: Class 18 contains 5568 members 
Mstep: Class 19 contains 34106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108771400.000000 Penalty: 42277.761719
Iteration 22Q: 20 clusters Score -1.087714e+08 nChanged 15424
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 140590 members 
Mstep: Class 3 contains 26085 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 16343 members 
Mstep: Class 6 contains 136086 members 
Mstep: Class 7 contains 47802 members 
Mstep: Class 8 contains 44420 members 
Mstep: Class 9 contains 120985 members 
Mstep: Class 10 contains 156129 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 9004 members 
Mstep: Class 13 contains 25246 members 
Mstep: Class 14 contains 8295 members 
Mstep: Class 15 contains 7210 members 
Mstep: Class 16 contains 29180 members 
Mstep: Class 17 contains 49566 members 
Mstep: Class 18 contains 5494 members 
Mstep: Class 19 contains 35026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108776608.000000 Penalty: 42277.761719
Iteration 23Q: 20 clusters Score -1.087766e+08 nChanged 15664
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 139774 members 
Mstep: Class 3 contains 26456 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 15979 members 
Mstep: Class 6 contains 135200 members 
Mstep: Class 7 contains 48405 members 
Mstep: Class 8 contains 43576 members 
Mstep: Class 9 contains 122264 members 
Mstep: Class 10 contains 155424 members 
Mstep: Class 11 contains 786 members 
Mstep: Class 12 contains 9732 members 
Mstep: Class 13 contains 25853 members 
Mstep: Class 14 contains 8265 members 
Mstep: Class 15 contains 7290 members 
Mstep: Class 16 contains 29489 members 
Mstep: Class 17 contains 48479 members 
Mstep: Class 18 contains 5438 members 
Mstep: Class 19 contains 35928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108782616.000000 Penalty: 42277.761719
Iteration 24Q: 20 clusters Score -1.087826e+08 nChanged 15714
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 138800 members 
Mstep: Class 3 contains 26726 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 15654 members 
Mstep: Class 6 contains 134285 members 
Mstep: Class 7 contains 49004 members 
Mstep: Class 8 contains 42752 members 
Mstep: Class 9 contains 123687 members 
Mstep: Class 10 contains 154385 members 
Mstep: Class 11 contains 780 members 
Mstep: Class 12 contains 10488 members 
Mstep: Class 13 contains 26449 members 
Mstep: Class 14 contains 8234 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 16 contains 30001 members 
Mstep: Class 17 contains 47631 members 
Mstep: Class 18 contains 5391 members 
Mstep: Class 19 contains 36787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108790136.000000 Penalty: 42277.761719
Iteration 25Q: 20 clusters Score -1.087901e+08 nChanged 16374
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 137668 members 
Mstep: Class 3 contains 26913 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 15362 members 
Mstep: Class 6 contains 133270 members 
Mstep: Class 7 contains 49636 members 
Mstep: Class 8 contains 41922 members 
Mstep: Class 9 contains 125309 members 
Mstep: Class 10 contains 152798 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 11241 members 
Mstep: Class 13 contains 27108 members 
Mstep: Class 14 contains 8205 members 
Mstep: Class 15 contains 7487 members 
Mstep: Class 16 contains 30695 members 
Mstep: Class 17 contains 47189 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 37588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108799168.000000 Penalty: 42277.761719
Iteration 26Q: 20 clusters Score -1.087992e+08 nChanged 16994
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 136281 members 
Mstep: Class 3 contains 27018 members 
Mstep: Class 4 contains 1455 members 
Mstep: Class 5 contains 15111 members 
Mstep: Class 6 contains 132328 members 
Mstep: Class 7 contains 50213 members 
Mstep: Class 8 contains 41093 members 
Mstep: Class 9 contains 127032 members 
Mstep: Class 10 contains 150813 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 11936 members 
Mstep: Class 13 contains 27884 members 
Mstep: Class 14 contains 8174 members 
Mstep: Class 15 contains 7603 members 
Mstep: Class 16 contains 31707 members 
Mstep: Class 17 contains 47163 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 38177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108808360.000000 Penalty: 42277.761719
Iteration 27Q: 20 clusters Score -1.088084e+08 nChanged 17216
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 134626 members 
Mstep: Class 3 contains 27115 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 14912 members 
Mstep: Class 6 contains 131356 members 
Mstep: Class 7 contains 50864 members 
Mstep: Class 8 contains 40281 members 
Mstep: Class 9 contains 128845 members 
Mstep: Class 10 contains 148698 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 12547 members 
Mstep: Class 13 contains 28704 members 
Mstep: Class 14 contains 8150 members 
Mstep: Class 15 contains 7719 members 
Mstep: Class 16 contains 32815 members 
Mstep: Class 17 contains 47557 members 
Mstep: Class 18 contains 5222 members 
Mstep: Class 19 contains 38449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108815808.000000 Penalty: 42277.761719
Iteration 28Q: 20 clusters Score -1.088158e+08 nChanged 16647
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 132896 members 
Mstep: Class 3 contains 27179 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 14711 members 
Mstep: Class 6 contains 130481 members 
Mstep: Class 7 contains 51529 members 
Mstep: Class 8 contains 39457 members 
Mstep: Class 9 contains 130547 members 
Mstep: Class 10 contains 146818 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 13040 members 
Mstep: Class 13 contains 29541 members 
Mstep: Class 14 contains 8133 members 
Mstep: Class 15 contains 7845 members 
Mstep: Class 16 contains 33855 members 
Mstep: Class 17 contains 48328 members 
Mstep: Class 18 contains 5166 members 
Mstep: Class 19 contains 38384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108823032.000000 Penalty: 42277.761719
Iteration 29Q: 20 clusters Score -1.08823e+08 nChanged 15345
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 131164 members 
Mstep: Class 3 contains 27215 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 14533 members 
Mstep: Class 6 contains 129756 members 
Mstep: Class 7 contains 52112 members 
Mstep: Class 8 contains 38756 members 
Mstep: Class 9 contains 131985 members 
Mstep: Class 10 contains 145421 members 
Mstep: Class 11 contains 748 members 
Mstep: Class 12 contains 13509 members 
Mstep: Class 13 contains 30413 members 
Mstep: Class 14 contains 8126 members 
Mstep: Class 15 contains 7964 members 
Mstep: Class 16 contains 34678 members 
Mstep: Class 17 contains 49235 members 
Mstep: Class 18 contains 5097 members 
Mstep: Class 19 contains 37993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108828384.000000 Penalty: 42277.761719
Iteration 30Q: 20 clusters Score -1.088284e+08 nChanged 13839
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 129443 members 
Mstep: Class 3 contains 27231 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 14359 members 
Mstep: Class 6 contains 129323 members 
Mstep: Class 7 contains 52662 members 
Mstep: Class 8 contains 38090 members 
Mstep: Class 9 contains 133202 members 
Mstep: Class 10 contains 144362 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 13873 members 
Mstep: Class 13 contains 31246 members 
Mstep: Class 14 contains 8108 members 
Mstep: Class 15 contains 8069 members 
Mstep: Class 16 contains 35300 members 
Mstep: Class 17 contains 50246 members 
Mstep: Class 18 contains 5029 members 
Mstep: Class 19 contains 37459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108832720.000000 Penalty: 42277.761719
Iteration 31Q: 20 clusters Score -1.088327e+08 nChanged 12355
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 127831 members 
Mstep: Class 3 contains 27238 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 14194 members 
Mstep: Class 6 contains 129048 members 
Mstep: Class 7 contains 53121 members 
Mstep: Class 8 contains 37418 members 
Mstep: Class 9 contains 134308 members 
Mstep: Class 10 contains 143615 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 14177 members 
Mstep: Class 13 contains 31946 members 
Mstep: Class 14 contains 8088 members 
Mstep: Class 15 contains 8184 members 
Mstep: Class 16 contains 35726 members 
Mstep: Class 17 contains 51297 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 36886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108835888.000000 Penalty: 42277.761719
Iteration 32Q: 20 clusters Score -1.088359e+08 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 126367 members 
Mstep: Class 3 contains 27241 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 14045 members 
Mstep: Class 6 contains 128840 members 
Mstep: Class 7 contains 53550 members 
Mstep: Class 8 contains 36761 members 
Mstep: Class 9 contains 135314 members 
Mstep: Class 10 contains 143144 members 
Mstep: Class 11 contains 741 members 
Mstep: Class 12 contains 14395 members 
Mstep: Class 13 contains 32604 members 
Mstep: Class 14 contains 8082 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 36018 members 
Mstep: Class 17 contains 52201 members 
Mstep: Class 18 contains 4976 members 
Mstep: Class 19 contains 36307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108838368.000000 Penalty: 42277.761719
Iteration 33Q: 20 clusters Score -1.088384e+08 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 125119 members 
Mstep: Class 3 contains 27212 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 13895 members 
Mstep: Class 6 contains 128814 members 
Mstep: Class 7 contains 53958 members 
Mstep: Class 8 contains 36146 members 
Mstep: Class 9 contains 136066 members 
Mstep: Class 10 contains 142840 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 14572 members 
Mstep: Class 13 contains 33192 members 
Mstep: Class 14 contains 8071 members 
Mstep: Class 15 contains 8487 members 
Mstep: Class 16 contains 36189 members 
Mstep: Class 17 contains 53021 members 
Mstep: Class 18 contains 4946 members 
Mstep: Class 19 contains 35707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108839448.000000 Penalty: 42277.761719
Iteration 34Q: 20 clusters Score -1.088394e+08 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 124124 members 
Mstep: Class 3 contains 27157 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 13753 members 
Mstep: Class 6 contains 128783 members 
Mstep: Class 7 contains 54304 members 
Mstep: Class 8 contains 35532 members 
Mstep: Class 9 contains 136837 members 
Mstep: Class 10 contains 142719 members 
Mstep: Class 11 contains 733 members 
Mstep: Class 12 contains 14737 members 
Mstep: Class 13 contains 33698 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8674 members 
Mstep: Class 16 contains 36269 members 
Mstep: Class 17 contains 53507 members 
Mstep: Class 18 contains 4935 members 
Mstep: Class 19 contains 35236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108841480.000000 Penalty: 42277.761719
Iteration 35Q: 20 clusters Score -1.088415e+08 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 123295 members 
Mstep: Class 3 contains 27117 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 13612 members 
Mstep: Class 6 contains 128736 members 
Mstep: Class 7 contains 54658 members 
Mstep: Class 8 contains 34883 members 
Mstep: Class 9 contains 137613 members 
Mstep: Class 10 contains 142689 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 14838 members 
Mstep: Class 13 contains 34177 members 
Mstep: Class 14 contains 8049 members 
Mstep: Class 15 contains 8847 members 
Mstep: Class 16 contains 36300 members 
Mstep: Class 17 contains 53784 members 
Mstep: Class 18 contains 4943 members 
Mstep: Class 19 contains 34813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108842008.000000 Penalty: 42277.761719
Iteration 36Q: 20 clusters Score -1.08842e+08 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 122613 members 
Mstep: Class 3 contains 27102 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 13506 members 
Mstep: Class 6 contains 128832 members 
Mstep: Class 7 contains 54967 members 
Mstep: Class 8 contains 34236 members 
Mstep: Class 9 contains 138206 members 
Mstep: Class 10 contains 142733 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 14918 members 
Mstep: Class 13 contains 34621 members 
Mstep: Class 14 contains 8043 members 
Mstep: Class 15 contains 9039 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 53911 members 
Mstep: Class 18 contains 4936 members 
Mstep: Class 19 contains 34463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108842200.000000 Penalty: 42277.761719
Iteration 37Q: 20 clusters Score -1.088422e+08 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 121954 members 
Mstep: Class 3 contains 27077 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 13394 members 
Mstep: Class 6 contains 128922 members 
Mstep: Class 7 contains 55242 members 
Mstep: Class 8 contains 33558 members 
Mstep: Class 9 contains 138821 members 
Mstep: Class 10 contains 142867 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 35032 members 
Mstep: Class 14 contains 8036 members 
Mstep: Class 15 contains 9248 members 
Mstep: Class 16 contains 36213 members 
Mstep: Class 17 contains 53952 members 
Mstep: Class 18 contains 4938 members 
Mstep: Class 19 contains 34183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108842656.000000 Penalty: 42277.761719
Iteration 38Q: 20 clusters Score -1.088427e+08 nChanged 5797
Entering ConstructFrom: 
Score: -108842656.000000 Penalty: 42277.761719
Entering ConstructFrom: 
Trying to split cluster 1 (23923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Entering Unmasked Estep 
Score: -2999942.000000 Penalty: 1638.421875
	Iteration 0F: 2 clusters Score -2999942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2983865.250000 Penalty: 3276.843750
	Iteration 0F: 3 clusters Score -2983865 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2989965.000000 Penalty: 3276.843750
	Iteration 1F: 3 clusters Score -2989965 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2990381.750000 Penalty: 3276.843750
	Iteration 2Q: 3 clusters Score -2990382 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2990954.500000 Penalty: 3276.843750
	Iteration 3Q: 3 clusters Score -2990954 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2992015.750000 Penalty: 3276.843750
	Iteration 4F: 3 clusters Score -2992016 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2994394.500000 Penalty: 3276.843750
	Iteration 5F: 3 clusters Score -2994394 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2998377.250000 Penalty: 3276.843750
	Iteration 6F: 3 clusters Score -2998377 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3001478.000000 Penalty: 3276.843750
	Iteration 7F: 3 clusters Score -3001478 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3002729.750000 Penalty: 3276.843750
	Iteration 8F: 3 clusters Score -3002730 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3003157.000000 Penalty: 3276.843750
	Iteration 9Q: 3 clusters Score -3003157 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3003478.250000 Penalty: 3276.843750
	Iteration 10Q: 3 clusters Score -3003478 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3003908.500000 Penalty: 3276.843750
	Iteration 11Q: 3 clusters Score -3003908 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3004496.750000 Penalty: 3276.843750
	Iteration 12Q: 3 clusters Score -3004497 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3004802.000000 Penalty: 3276.843750
	Iteration 13Q: 3 clusters Score -3004802 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3004933.250000 Penalty: 3276.843750
	Iteration 14Q: 3 clusters Score -3004933 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -3004969.750000 Penalty: 3276.843750
	Iteration 15Q: 3 clusters Score -3004970 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -3004993.500000 Penalty: 3276.843750
	Iteration 16Q: 3 clusters Score -3004994 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3004998.250000 Penalty: 3276.843750
	Iteration 17Q: 3 clusters Score -3004998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -3005001.500000 Penalty: 3276.843750
	Iteration 18Q: 3 clusters Score -3005002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -3005001.750000 Penalty: 3276.843750
	Iteration 19Q: 3 clusters Score -3005002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -3005002.000000 Penalty: 3276.843750
	Iteration 20F: 3 clusters Score -3005002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -3005002.750000 Penalty: 3276.843750
	Iteration 21Q: 3 clusters Score -3005003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3005002.500000 Penalty: 3276.843750
	Iteration 22Q: 3 clusters Score -3005002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -3005005.250000 Penalty: 3276.843750
	Iteration 23Q: 3 clusters Score -3005005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3005005.000000 Penalty: 3276.843750
	Iteration 24Q: 3 clusters Score -3005005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3005004.750000 Penalty: 3276.843750
	Iteration 25Q: 3 clusters Score -3005005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3005004.750000 Penalty: 3276.843750
	Iteration 26F: 3 clusters Score -3005005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 121342 members 
Mstep: Class 3 contains 27062 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 13319 members 
Mstep: Class 6 contains 129004 members 
Mstep: Class 7 contains 55497 members 
Mstep: Class 8 contains 32852 members 
Mstep: Class 9 contains 139325 members 
Mstep: Class 10 contains 143155 members 
Mstep: Class 11 contains 724 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 35460 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 36108 members 
Mstep: Class 17 contains 53859 members 
Mstep: Class 18 contains 4948 members 
Mstep: Class 19 contains 33926 members 
Mstep: Class 20 contains 17114 members 
Entering Unmasked Estep 
Score: -108846200.000000 Penalty: 44502.906250
Splitting cluster 1 changes total score from -108842656.000000 to -108846200.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 2 (121342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121342 members 
Entering Unmasked Estep 
Score: -15427766.000000 Penalty: 1902.284912
	Iteration 0F: 2 clusters Score -1.542777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -15349473.000000 Penalty: 3804.569824
	Iteration 0F: 3 clusters Score -1.534947e+07 nChanged 58490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -15384537.000000 Penalty: 3804.569824
	Iteration 1F: 3 clusters Score -1.538454e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -15386423.000000 Penalty: 3804.569824
	Iteration 2Q: 3 clusters Score -1.538642e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -15388697.000000 Penalty: 3804.569824
	Iteration 3Q: 3 clusters Score -1.53887e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -15392055.000000 Penalty: 3804.569824
	Iteration 4F: 3 clusters Score -1.539206e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75630 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -15396979.000000 Penalty: 3804.569824
	Iteration 5F: 3 clusters Score -1.539698e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82224 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -15402807.000000 Penalty: 3804.569824
	Iteration 6F: 3 clusters Score -1.540281e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -15409029.000000 Penalty: 3804.569824
	Iteration 7F: 3 clusters Score -1.540903e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94229 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -15415059.000000 Penalty: 3804.569824
	Iteration 8F: 3 clusters Score -1.541506e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98106 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -15419521.000000 Penalty: 3804.569824
	Iteration 9Q: 3 clusters Score -1.541952e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100819 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -15422310.000000 Penalty: 3804.569824
	Iteration 10Q: 3 clusters Score -1.542231e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -15424018.000000 Penalty: 3804.569824
	Iteration 11Q: 3 clusters Score -1.542402e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104385 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -15425105.000000 Penalty: 3804.569824
	Iteration 12Q: 3 clusters Score -1.54251e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105624 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -15425812.000000 Penalty: 3804.569824
	Iteration 13Q: 3 clusters Score -1.542581e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106599 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -15426214.000000 Penalty: 3804.569824
	Iteration 14Q: 3 clusters Score -1.542621e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107399 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -15426622.000000 Penalty: 3804.569824
	Iteration 15Q: 3 clusters Score -1.542662e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108112 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -15426765.000000 Penalty: 3804.569824
	Iteration 16Q: 3 clusters Score -1.542676e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -15426898.000000 Penalty: 3804.569824
	Iteration 17Q: 3 clusters Score -1.54269e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109215 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -15427045.000000 Penalty: 3804.569824
	Iteration 18Q: 3 clusters Score -1.542704e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109661 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -15427163.000000 Penalty: 3804.569824
	Iteration 19Q: 3 clusters Score -1.542716e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110043 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -15427301.000000 Penalty: 3804.569824
	Iteration 20F: 3 clusters Score -1.54273e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110377 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -15427362.000000 Penalty: 3804.569824
	Iteration 21Q: 3 clusters Score -1.542736e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110674 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -15427412.000000 Penalty: 3804.569824
	Iteration 22Q: 3 clusters Score -1.542741e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110932 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -15427507.000000 Penalty: 3804.569824
	Iteration 23Q: 3 clusters Score -1.542751e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111170 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -15427575.000000 Penalty: 3804.569824
	Iteration 24Q: 3 clusters Score -1.542758e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111366 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -15427644.000000 Penalty: 3804.569824
	Iteration 25Q: 3 clusters Score -1.542764e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111534 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -15427686.000000 Penalty: 3804.569824
	Iteration 26Q: 3 clusters Score -1.542769e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111686 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -15427704.000000 Penalty: 3804.569824
	Iteration 27Q: 3 clusters Score -1.54277e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111823 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -15427761.000000 Penalty: 3804.569824
	Iteration 28Q: 3 clusters Score -1.542776e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111952 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -15427763.000000 Penalty: 3804.569824
	Iteration 29Q: 3 clusters Score -1.542776e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112086 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -15427784.000000 Penalty: 3804.569824
	Iteration 30Q: 3 clusters Score -1.542778e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112206 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -15427839.000000 Penalty: 3804.569824
	Iteration 31Q: 3 clusters Score -1.542784e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112335 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -15427858.000000 Penalty: 3804.569824
	Iteration 32Q: 3 clusters Score -1.542786e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112438 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -15427873.000000 Penalty: 3804.569824
	Iteration 33Q: 3 clusters Score -1.542787e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112539 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -15427873.000000 Penalty: 3804.569824
	Iteration 34Q: 3 clusters Score -1.542787e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112635 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -15427873.000000 Penalty: 3804.569824
	Iteration 35Q: 3 clusters Score -1.542787e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112717 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -15427913.000000 Penalty: 3804.569824
	Iteration 36Q: 3 clusters Score -1.542791e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112798 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -15427931.000000 Penalty: 3804.569824
	Iteration 37Q: 3 clusters Score -1.542793e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112888 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -15427937.000000 Penalty: 3804.569824
	Iteration 38Q: 3 clusters Score -1.542794e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112980 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -15427922.000000 Penalty: 3804.569824
	Iteration 39Q: 3 clusters Score -1.542792e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113065 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -15427920.000000 Penalty: 3804.569824
	Iteration 40F: 3 clusters Score -1.542792e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113143 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -15427912.000000 Penalty: 3804.569824
	Iteration 41Q: 3 clusters Score -1.542791e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113208 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -15427920.000000 Penalty: 3804.569824
	Iteration 42Q: 3 clusters Score -1.542792e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113264 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -15427936.000000 Penalty: 3804.569824
	Iteration 43Q: 3 clusters Score -1.542794e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113322 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -15427928.000000 Penalty: 3804.569824
	Iteration 44Q: 3 clusters Score -1.542793e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113371 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -15427950.000000 Penalty: 3804.569824
	Iteration 45Q: 3 clusters Score -1.542795e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113420 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -15427963.000000 Penalty: 3804.569824
	Iteration 46Q: 3 clusters Score -1.542796e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113455 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -15427968.000000 Penalty: 3804.569824
	Iteration 47Q: 3 clusters Score -1.542797e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113488 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -15427993.000000 Penalty: 3804.569824
	Iteration 48Q: 3 clusters Score -1.542799e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113521 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -15428021.000000 Penalty: 3804.569824
	Iteration 49Q: 3 clusters Score -1.542802e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113559 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -15428003.000000 Penalty: 3804.569824
	Iteration 50Q: 3 clusters Score -1.5428e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113589 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -15428005.000000 Penalty: 3804.569824
	Iteration 51Q: 3 clusters Score -1.5428e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113613 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -15428007.000000 Penalty: 3804.569824
	Iteration 52Q: 3 clusters Score -1.542801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113632 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -15428029.000000 Penalty: 3804.569824
	Iteration 53Q: 3 clusters Score -1.542803e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113648 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -15428027.000000 Penalty: 3804.569824
	Iteration 54Q: 3 clusters Score -1.542803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113665 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -15428014.000000 Penalty: 3804.569824
	Iteration 55Q: 3 clusters Score -1.542801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113684 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -15428029.000000 Penalty: 3804.569824
	Iteration 56Q: 3 clusters Score -1.542803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113701 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -15428024.000000 Penalty: 3804.569824
	Iteration 57Q: 3 clusters Score -1.542802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113718 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -15428040.000000 Penalty: 3804.569824
	Iteration 58Q: 3 clusters Score -1.542804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113737 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -15428040.000000 Penalty: 3804.569824
	Iteration 59Q: 3 clusters Score -1.542804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113760 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -15428032.000000 Penalty: 3804.569824
	Iteration 60F: 3 clusters Score -1.542803e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113780 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -15428050.000000 Penalty: 3804.569824
	Iteration 61Q: 3 clusters Score -1.542805e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113799 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -15428050.000000 Penalty: 3804.569824
	Iteration 62Q: 3 clusters Score -1.542805e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113822 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -15428039.000000 Penalty: 3804.569824
	Iteration 63Q: 3 clusters Score -1.542804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -15428043.000000 Penalty: 3804.569824
	Iteration 64Q: 3 clusters Score -1.542804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113856 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -15428027.000000 Penalty: 3804.569824
	Iteration 65Q: 3 clusters Score -1.542803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113867 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -15428009.000000 Penalty: 3804.569824
	Iteration 66Q: 3 clusters Score -1.542801e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113884 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -15428032.000000 Penalty: 3804.569824
	Iteration 67Q: 3 clusters Score -1.542803e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113912 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -15428024.000000 Penalty: 3804.569824
	Iteration 68Q: 3 clusters Score -1.542802e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113933 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -15428021.000000 Penalty: 3804.569824
	Iteration 69Q: 3 clusters Score -1.542802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113957 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -15428034.000000 Penalty: 3804.569824
	Iteration 70Q: 3 clusters Score -1.542803e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113986 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -15428025.000000 Penalty: 3804.569824
	Iteration 71Q: 3 clusters Score -1.542802e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114018 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -15428017.000000 Penalty: 3804.569824
	Iteration 72Q: 3 clusters Score -1.542802e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114048 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -15428005.000000 Penalty: 3804.569824
	Iteration 73Q: 3 clusters Score -1.5428e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114072 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -15428025.000000 Penalty: 3804.569824
	Iteration 74Q: 3 clusters Score -1.542802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114092 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -15428027.000000 Penalty: 3804.569824
	Iteration 75Q: 3 clusters Score -1.542803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114107 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -15428047.000000 Penalty: 3804.569824
	Iteration 76Q: 3 clusters Score -1.542805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114124 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -15428037.000000 Penalty: 3804.569824
	Iteration 77Q: 3 clusters Score -1.542804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114133 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -15428037.000000 Penalty: 3804.569824
	Iteration 78Q: 3 clusters Score -1.542804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114141 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -15428032.000000 Penalty: 3804.569824
	Iteration 79Q: 3 clusters Score -1.542803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114146 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -15428042.000000 Penalty: 3804.569824
	Iteration 80F: 3 clusters Score -1.542804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114152 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -15428043.000000 Penalty: 3804.569824
	Iteration 81Q: 3 clusters Score -1.542804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114157 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -15428041.000000 Penalty: 3804.569824
	Iteration 82Q: 3 clusters Score -1.542804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114158 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -15428040.000000 Penalty: 3804.569824
	Iteration 83Q: 3 clusters Score -1.542804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114158 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -15428040.000000 Penalty: 3804.569824
	Iteration 84F: 3 clusters Score -1.542804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 114158 members 
Mstep: Class 3 contains 27062 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 13319 members 
Mstep: Class 6 contains 129004 members 
Mstep: Class 7 contains 55497 members 
Mstep: Class 8 contains 32852 members 
Mstep: Class 9 contains 139325 members 
Mstep: Class 10 contains 143155 members 
Mstep: Class 11 contains 724 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 35460 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 36108 members 
Mstep: Class 17 contains 53859 members 
Mstep: Class 18 contains 4948 members 
Mstep: Class 19 contains 33926 members 
Mstep: Class 20 contains 17114 members 
Mstep: Class 21 contains 7184 members 
Entering Unmasked Estep 
Score: -108845688.000000 Penalty: 46728.050781
Splitting cluster 2 changes total score from -108842656.000000 to -108845688.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (27062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Entering Unmasked Estep 
Score: -3419795.250000 Penalty: 1658.456421
	Iteration 0F: 2 clusters Score -3419795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3401626.250000 Penalty: 3316.912842
	Iteration 0F: 3 clusters Score -3401626 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3409908.750000 Penalty: 3316.912842
	Iteration 1F: 3 clusters Score -3409909 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3412542.500000 Penalty: 3316.912842
	Iteration 2F: 3 clusters Score -3412542 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3417452.500000 Penalty: 3316.912842
	Iteration 3F: 3 clusters Score -3417452 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -3421420.000000 Penalty: 3316.912842
	Iteration 4F: 3 clusters Score -3421420 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3423462.250000 Penalty: 3316.912842
	Iteration 5F: 3 clusters Score -3423462 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -3424257.000000 Penalty: 3316.912842
	Iteration 6Q: 3 clusters Score -3424257 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3424593.000000 Penalty: 3316.912842
	Iteration 7Q: 3 clusters Score -3424593 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3424766.250000 Penalty: 3316.912842
	Iteration 8Q: 3 clusters Score -3424766 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3424849.500000 Penalty: 3316.912842
	Iteration 9Q: 3 clusters Score -3424850 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3424909.500000 Penalty: 3316.912842
	Iteration 10Q: 3 clusters Score -3424910 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3424944.000000 Penalty: 3316.912842
	Iteration 11Q: 3 clusters Score -3424944 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3424975.000000 Penalty: 3316.912842
	Iteration 12Q: 3 clusters Score -3424975 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3424983.000000 Penalty: 3316.912842
	Iteration 13Q: 3 clusters Score -3424983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3424991.000000 Penalty: 3316.912842
	Iteration 14Q: 3 clusters Score -3424991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3424987.500000 Penalty: 3316.912842
	Iteration 15Q: 3 clusters Score -3424988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3424991.500000 Penalty: 3316.912842
	Iteration 16Q: 3 clusters Score -3424992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3424995.500000 Penalty: 3316.912842
	Iteration 17Q: 3 clusters Score -3424996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3424994.250000 Penalty: 3316.912842
	Iteration 18Q: 3 clusters Score -3424994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3424998.000000 Penalty: 3316.912842
	Iteration 19Q: 3 clusters Score -3424998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3424995.000000 Penalty: 3316.912842
	Iteration 20F: 3 clusters Score -3424995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3424998.000000 Penalty: 3316.912842
	Iteration 21Q: 3 clusters Score -3424998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3425000.250000 Penalty: 3316.912842
	Iteration 22Q: 3 clusters Score -3425000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3425000.250000 Penalty: 3316.912842
	Iteration 23Q: 3 clusters Score -3425000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3424998.250000 Penalty: 3316.912842
	Iteration 24Q: 3 clusters Score -3424998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3424997.250000 Penalty: 3316.912842
	Iteration 25Q: 3 clusters Score -3424997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3424999.250000 Penalty: 3316.912842
	Iteration 26Q: 3 clusters Score -3424999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3424997.000000 Penalty: 3316.912842
	Iteration 27Q: 3 clusters Score -3424997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3424998.500000 Penalty: 3316.912842
	Iteration 28Q: 3 clusters Score -3424998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3424998.500000 Penalty: 3316.912842
	Iteration 29F: 3 clusters Score -3424998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 114158 members 
Mstep: Class 3 contains 23817 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 13319 members 
Mstep: Class 6 contains 129004 members 
Mstep: Class 7 contains 55497 members 
Mstep: Class 8 contains 32852 members 
Mstep: Class 9 contains 139325 members 
Mstep: Class 10 contains 143155 members 
Mstep: Class 11 contains 724 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 35460 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 36108 members 
Mstep: Class 17 contains 53859 members 
Mstep: Class 18 contains 4948 members 
Mstep: Class 19 contains 33926 members 
Mstep: Class 20 contains 17114 members 
Mstep: Class 21 contains 7184 members 
Mstep: Class 22 contains 3245 members 
Entering Unmasked Estep 
Score: -108849824.000000 Penalty: 48953.195312
Splitting cluster 3 changes total score from -108842656.000000 to -108849824.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -171177.531250 Penalty: 1184.006226
	Iteration 0F: 2 clusters Score -171177.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -169525.218750 Penalty: 2368.012451
	Iteration 0F: 3 clusters Score -169525.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -169982.437500 Penalty: 2368.012451
	Iteration 1F: 3 clusters Score -169982.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -170369.109375 Penalty: 2368.012451
	Iteration 2F: 3 clusters Score -170369.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -171038.531250 Penalty: 2368.012451
	Iteration 3F: 3 clusters Score -171038.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -171559.343750 Penalty: 2368.012451
	Iteration 4F: 3 clusters Score -171559.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -171875.109375 Penalty: 2368.012451
	Iteration 5F: 3 clusters Score -171875.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -171966.968750 Penalty: 2368.012451
	Iteration 6Q: 3 clusters Score -171967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -171996.812500 Penalty: 2368.012451
	Iteration 7Q: 3 clusters Score -171996.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -172010.578125 Penalty: 2368.012451
	Iteration 8Q: 3 clusters Score -172010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -172018.781250 Penalty: 2368.012451
	Iteration 9Q: 3 clusters Score -172018.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -172019.812500 Penalty: 2368.012451
	Iteration 10Q: 3 clusters Score -172019.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -172020.890625 Penalty: 2368.012451
	Iteration 11Q: 3 clusters Score -172020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -172020.890625 Penalty: 2368.012451
	Iteration 12F: 3 clusters Score -172020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 114158 members 
Mstep: Class 3 contains 23817 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 13319 members 
Mstep: Class 6 contains 129004 members 
Mstep: Class 7 contains 55497 members 
Mstep: Class 8 contains 32852 members 
Mstep: Class 9 contains 139325 members 
Mstep: Class 10 contains 143155 members 
Mstep: Class 11 contains 724 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 35460 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 36108 members 
Mstep: Class 17 contains 53859 members 
Mstep: Class 18 contains 4948 members 
Mstep: Class 19 contains 33926 members 
Mstep: Class 20 contains 17114 members 
Mstep: Class 21 contains 7184 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 242 members 
Entering Unmasked Estep 
Score: -108849776.000000 Penalty: 51178.343750
Splitting cluster 4 changes total score from -108842656.000000 to -108849776.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (13319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Entering Unmasked Estep 
Score: -1597322.000000 Penalty: 1543.253906
	Iteration 0F: 2 clusters Score -1597322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1588046.875000 Penalty: 3086.507812
	Iteration 0F: 3 clusters Score -1588047 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1591703.125000 Penalty: 3086.507812
	Iteration 1F: 3 clusters Score -1591703 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1592696.250000 Penalty: 3086.507812
	Iteration 2F: 3 clusters Score -1592696 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1593965.375000 Penalty: 3086.507812
	Iteration 3F: 3 clusters Score -1593965 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1595399.500000 Penalty: 3086.507812
	Iteration 4F: 3 clusters Score -1595400 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1596694.375000 Penalty: 3086.507812
	Iteration 5F: 3 clusters Score -1596694 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1597301.500000 Penalty: 3086.507812
	Iteration 6F: 3 clusters Score -1597302 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1597599.625000 Penalty: 3086.507812
	Iteration 7Q: 3 clusters Score -1597600 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1597822.125000 Penalty: 3086.507812
	Iteration 8Q: 3 clusters Score -1597822 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1597969.500000 Penalty: 3086.507812
	Iteration 9Q: 3 clusters Score -1597970 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1598072.500000 Penalty: 3086.507812
	Iteration 10Q: 3 clusters Score -1598072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1598157.750000 Penalty: 3086.507812
	Iteration 11Q: 3 clusters Score -1598158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1598217.625000 Penalty: 3086.507812
	Iteration 12Q: 3 clusters Score -1598218 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1598295.750000 Penalty: 3086.507812
	Iteration 13Q: 3 clusters Score -1598296 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1598376.750000 Penalty: 3086.507812
	Iteration 14Q: 3 clusters Score -1598377 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1598447.750000 Penalty: 3086.507812
	Iteration 15Q: 3 clusters Score -1598448 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1598498.625000 Penalty: 3086.507812
	Iteration 16Q: 3 clusters Score -1598499 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1598551.250000 Penalty: 3086.507812
	Iteration 17Q: 3 clusters Score -1598551 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1598620.250000 Penalty: 3086.507812
	Iteration 18Q: 3 clusters Score -1598620 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1598688.125000 Penalty: 3086.507812
	Iteration 19Q: 3 clusters Score -1598688 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1598739.000000 Penalty: 3086.507812
	Iteration 20F: 3 clusters Score -1598739 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1598794.625000 Penalty: 3086.507812
	Iteration 21Q: 3 clusters Score -1598795 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1598838.125000 Penalty: 3086.507812
	Iteration 22Q: 3 clusters Score -1598838 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1598867.375000 Penalty: 3086.507812
	Iteration 23Q: 3 clusters Score -1598867 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1598894.625000 Penalty: 3086.507812
	Iteration 24Q: 3 clusters Score -1598895 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1598915.500000 Penalty: 3086.507812
	Iteration 25Q: 3 clusters Score -1598916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1598934.250000 Penalty: 3086.507812
	Iteration 26Q: 3 clusters Score -1598934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1598951.375000 Penalty: 3086.507812
	Iteration 27Q: 3 clusters Score -1598951 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1598963.250000 Penalty: 3086.507812
	Iteration 28Q: 3 clusters Score -1598963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1598969.875000 Penalty: 3086.507812
	Iteration 29Q: 3 clusters Score -1598970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1598970.000000 Penalty: 3086.507812
	Iteration 30Q: 3 clusters Score -1598970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1598976.750000 Penalty: 3086.507812
	Iteration 31Q: 3 clusters Score -1598977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1598976.125000 Penalty: 3086.507812
	Iteration 32Q: 3 clusters Score -1598976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1598978.625000 Penalty: 3086.507812
	Iteration 33Q: 3 clusters Score -1598979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1598979.500000 Penalty: 3086.507812
	Iteration 34Q: 3 clusters Score -1598980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1598979.875000 Penalty: 3086.507812
	Iteration 35Q: 3 clusters Score -1598980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1598979.875000 Penalty: 3086.507812
	Iteration 36F: 3 clusters Score -1598980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 114158 members 
Mstep: Class 3 contains 23817 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 11337 members 
Mstep: Class 6 contains 129004 members 
Mstep: Class 7 contains 55497 members 
Mstep: Class 8 contains 32852 members 
Mstep: Class 9 contains 139325 members 
Mstep: Class 10 contains 143155 members 
Mstep: Class 11 contains 724 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 35460 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 36108 members 
Mstep: Class 17 contains 53859 members 
Mstep: Class 18 contains 4948 members 
Mstep: Class 19 contains 33926 members 
Mstep: Class 20 contains 17114 members 
Mstep: Class 21 contains 7184 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 242 members 
Mstep: Class 24 contains 1982 members 
Entering Unmasked Estep 
Score: -108850624.000000 Penalty: 53403.488281
Splitting cluster 5 changes total score from -108842656.000000 to -108850624.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (129004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129004 members 
Entering Unmasked Estep 
Score: -16512040.000000 Penalty: 1912.234863
	Iteration 0F: 2 clusters Score -1.651204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 64805 members 
Entering Unmasked Estep 
Score: -16430946.000000 Penalty: 3824.469727
	Iteration 0F: 3 clusters Score -1.643095e+07 nChanged 61728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 69741 members 
Entering Unmasked Estep 
Score: -16467236.000000 Penalty: 3824.469727
	Iteration 1F: 3 clusters Score -1.646724e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -16469181.000000 Penalty: 3824.469727
	Iteration 2Q: 3 clusters Score -1.646918e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 77936 members 
Entering Unmasked Estep 
Score: -16472345.000000 Penalty: 3824.469727
	Iteration 3F: 3 clusters Score -1.647234e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 83994 members 
Entering Unmasked Estep 
Score: -16476749.000000 Penalty: 3824.469727
	Iteration 4F: 3 clusters Score -1.647675e+07 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -16481966.000000 Penalty: 3824.469727
	Iteration 5F: 3 clusters Score -1.648197e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 96444 members 
Entering Unmasked Estep 
Score: -16486637.000000 Penalty: 3824.469727
	Iteration 6F: 3 clusters Score -1.648664e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -16490616.000000 Penalty: 3824.469727
	Iteration 7F: 3 clusters Score -1.649062e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 104608 members 
Entering Unmasked Estep 
Score: -16493736.000000 Penalty: 3824.469727
	Iteration 8Q: 3 clusters Score -1.649374e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 107048 members 
Entering Unmasked Estep 
Score: -16495941.000000 Penalty: 3824.469727
	Iteration 9Q: 3 clusters Score -1.649594e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 108774 members 
Entering Unmasked Estep 
Score: -16497551.000000 Penalty: 3824.469727
	Iteration 10Q: 3 clusters Score -1.649755e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 110103 members 
Entering Unmasked Estep 
Score: -16498996.000000 Penalty: 3824.469727
	Iteration 11Q: 3 clusters Score -1.6499e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 111367 members 
Entering Unmasked Estep 
Score: -16500539.000000 Penalty: 3824.469727
	Iteration 12Q: 3 clusters Score -1.650054e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 112817 members 
Entering Unmasked Estep 
Score: -16502149.000000 Penalty: 3824.469727
	Iteration 13Q: 3 clusters Score -1.650215e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 114497 members 
Entering Unmasked Estep 
Score: -16503578.000000 Penalty: 3824.469727
	Iteration 14Q: 3 clusters Score -1.650358e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 116366 members 
Entering Unmasked Estep 
Score: -16504973.000000 Penalty: 3824.469727
	Iteration 15Q: 3 clusters Score -1.650497e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 118459 members 
Entering Unmasked Estep 
Score: -16506188.000000 Penalty: 3824.469727
	Iteration 16Q: 3 clusters Score -1.650619e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 120601 members 
Entering Unmasked Estep 
Score: -16507368.000000 Penalty: 3824.469727
	Iteration 17Q: 3 clusters Score -1.650737e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 122652 members 
Entering Unmasked Estep 
Score: -16508260.000000 Penalty: 3824.469727
	Iteration 18Q: 3 clusters Score -1.650826e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 124452 members 
Entering Unmasked Estep 
Score: -16509108.000000 Penalty: 3824.469727
	Iteration 19Q: 3 clusters Score -1.650911e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 125946 members 
Entering Unmasked Estep 
Score: -16509708.000000 Penalty: 3824.469727
	Iteration 20F: 3 clusters Score -1.650971e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 127005 members 
Entering Unmasked Estep 
Score: -16510141.000000 Penalty: 3824.469727
	Iteration 21Q: 3 clusters Score -1.651014e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 127689 members 
Entering Unmasked Estep 
Score: -16510368.000000 Penalty: 3824.469727
	Iteration 22Q: 3 clusters Score -1.651037e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 128048 members 
Entering Unmasked Estep 
Score: -16510477.000000 Penalty: 3824.469727
	Iteration 23Q: 3 clusters Score -1.651048e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 128221 members 
Entering Unmasked Estep 
Score: -16510586.000000 Penalty: 3824.469727
	Iteration 24Q: 3 clusters Score -1.651059e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 128332 members 
Entering Unmasked Estep 
Score: -16510616.000000 Penalty: 3824.469727
	Iteration 25Q: 3 clusters Score -1.651062e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 128383 members 
Entering Unmasked Estep 
Score: -16510642.000000 Penalty: 3824.469727
	Iteration 26Q: 3 clusters Score -1.651064e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 128409 members 
Entering Unmasked Estep 
Score: -16510660.000000 Penalty: 3824.469727
	Iteration 27Q: 3 clusters Score -1.651066e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 128432 members 
Entering Unmasked Estep 
Score: -16510683.000000 Penalty: 3824.469727
	Iteration 28Q: 3 clusters Score -1.651068e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 128452 members 
Entering Unmasked Estep 
Score: -16510686.000000 Penalty: 3824.469727
	Iteration 29Q: 3 clusters Score -1.651069e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 128466 members 
Entering Unmasked Estep 
Score: -16510705.000000 Penalty: 3824.469727
	Iteration 30Q: 3 clusters Score -1.65107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 128480 members 
Entering Unmasked Estep 
Score: -16510715.000000 Penalty: 3824.469727
	Iteration 31Q: 3 clusters Score -1.651072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 128484 members 
Entering Unmasked Estep 
Score: -16510711.000000 Penalty: 3824.469727
	Iteration 32Q: 3 clusters Score -1.651071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 128492 members 
Entering Unmasked Estep 
Score: -16510716.000000 Penalty: 3824.469727
	Iteration 33Q: 3 clusters Score -1.651072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 128498 members 
Entering Unmasked Estep 
Score: -16510713.000000 Penalty: 3824.469727
	Iteration 34Q: 3 clusters Score -1.651071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 128501 members 
Entering Unmasked Estep 
Score: -16510712.000000 Penalty: 3824.469727
	Iteration 35Q: 3 clusters Score -1.651071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 128505 members 
Entering Unmasked Estep 
Score: -16510712.000000 Penalty: 3824.469727
	Iteration 36Q: 3 clusters Score -1.651071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 128510 members 
Entering Unmasked Estep 
Score: -16510709.000000 Penalty: 3824.469727
	Iteration 37Q: 3 clusters Score -1.651071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 128514 members 
Entering Unmasked Estep 
Score: -16510714.000000 Penalty: 3824.469727
	Iteration 38Q: 3 clusters Score -1.651071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 128520 members 
Entering Unmasked Estep 
Score: -16510715.000000 Penalty: 3824.469727
	Iteration 39Q: 3 clusters Score -1.651072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 128525 members 
Entering Unmasked Estep 
Score: -16510710.000000 Penalty: 3824.469727
	Iteration 40F: 3 clusters Score -1.651071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 128528 members 
Entering Unmasked Estep 
Score: -16510709.000000 Penalty: 3824.469727
	Iteration 41Q: 3 clusters Score -1.651071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 128529 members 
Entering Unmasked Estep 
Score: -16510714.000000 Penalty: 3824.469727
	Iteration 42Q: 3 clusters Score -1.651071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 128532 members 
Entering Unmasked Estep 
Score: -16510715.000000 Penalty: 3824.469727
	Iteration 43Q: 3 clusters Score -1.651072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 128535 members 
Entering Unmasked Estep 
Score: -16510719.000000 Penalty: 3824.469727
	Iteration 44Q: 3 clusters Score -1.651072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 128538 members 
Entering Unmasked Estep 
Score: -16510716.000000 Penalty: 3824.469727
	Iteration 45Q: 3 clusters Score -1.651072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 128540 members 
Entering Unmasked Estep 
Score: -16510723.000000 Penalty: 3824.469727
	Iteration 46Q: 3 clusters Score -1.651072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 128541 members 
Entering Unmasked Estep 
Score: -16510715.000000 Penalty: 3824.469727
	Iteration 47Q: 3 clusters Score -1.651072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 128541 members 
Entering Unmasked Estep 
Score: -16510715.000000 Penalty: 3824.469727
	Iteration 48F: 3 clusters Score -1.651072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Entering Unmasked Estep 
Score: -6469056.500000 Penalty: 1775.163818
	Iteration 0F: 2 clusters Score -6469056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -6432182.500000 Penalty: 3550.327637
	Iteration 0F: 3 clusters Score -6432182 nChanged 26036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -6449011.000000 Penalty: 3550.327637
	Iteration 1F: 3 clusters Score -6449011 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -6451822.000000 Penalty: 3550.327637
	Iteration 2F: 3 clusters Score -6451822 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -6454879.500000 Penalty: 3550.327637
	Iteration 3F: 3 clusters Score -6454880 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -6457541.000000 Penalty: 3550.327637
	Iteration 4F: 3 clusters Score -6457541 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -6459849.000000 Penalty: 3550.327637
	Iteration 5F: 3 clusters Score -6459849 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -6461745.500000 Penalty: 3550.327637
	Iteration 6F: 3 clusters Score -6461746 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -6463157.500000 Penalty: 3550.327637
	Iteration 7Q: 3 clusters Score -6463158 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -6464244.500000 Penalty: 3550.327637
	Iteration 8Q: 3 clusters Score -6464244 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -6465118.000000 Penalty: 3550.327637
	Iteration 9Q: 3 clusters Score -6465118 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -6465684.000000 Penalty: 3550.327637
	Iteration 10Q: 3 clusters Score -6465684 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -6466179.000000 Penalty: 3550.327637
	Iteration 11Q: 3 clusters Score -6466179 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -6466640.000000 Penalty: 3550.327637
	Iteration 12Q: 3 clusters Score -6466640 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -6466976.000000 Penalty: 3550.327637
	Iteration 13Q: 3 clusters Score -6466976 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -6467221.000000 Penalty: 3550.327637
	Iteration 14Q: 3 clusters Score -6467221 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -6467429.000000 Penalty: 3550.327637
	Iteration 15Q: 3 clusters Score -6467429 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -6467648.500000 Penalty: 3550.327637
	Iteration 16Q: 3 clusters Score -6467648 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -6467835.000000 Penalty: 3550.327637
	Iteration 17Q: 3 clusters Score -6467835 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -6467978.000000 Penalty: 3550.327637
	Iteration 18Q: 3 clusters Score -6467978 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -6468134.000000 Penalty: 3550.327637
	Iteration 19Q: 3 clusters Score -6468134 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -6468242.000000 Penalty: 3550.327637
	Iteration 20F: 3 clusters Score -6468242 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -6468344.000000 Penalty: 3550.327637
	Iteration 21Q: 3 clusters Score -6468344 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -6468456.500000 Penalty: 3550.327637
	Iteration 22Q: 3 clusters Score -6468456 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -6468529.500000 Penalty: 3550.327637
	Iteration 23Q: 3 clusters Score -6468530 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -6468652.000000 Penalty: 3550.327637
	Iteration 24Q: 3 clusters Score -6468652 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -6468759.500000 Penalty: 3550.327637
	Iteration 25Q: 3 clusters Score -6468760 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -6468855.000000 Penalty: 3550.327637
	Iteration 26Q: 3 clusters Score -6468855 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -6468944.500000 Penalty: 3550.327637
	Iteration 27Q: 3 clusters Score -6468944 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -6469029.000000 Penalty: 3550.327637
	Iteration 28Q: 3 clusters Score -6469029 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -6469124.500000 Penalty: 3550.327637
	Iteration 29Q: 3 clusters Score -6469124 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -6469248.500000 Penalty: 3550.327637
	Iteration 30Q: 3 clusters Score -6469248 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -6469303.500000 Penalty: 3550.327637
	Iteration 31Q: 3 clusters Score -6469304 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -6469371.000000 Penalty: 3550.327637
	Iteration 32Q: 3 clusters Score -6469371 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -6469430.500000 Penalty: 3550.327637
	Iteration 33Q: 3 clusters Score -6469430 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -6469507.000000 Penalty: 3550.327637
	Iteration 34Q: 3 clusters Score -6469507 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -6469588.500000 Penalty: 3550.327637
	Iteration 35Q: 3 clusters Score -6469588 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -6469681.000000 Penalty: 3550.327637
	Iteration 36Q: 3 clusters Score -6469681 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -6469733.500000 Penalty: 3550.327637
	Iteration 37Q: 3 clusters Score -6469734 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -6469784.500000 Penalty: 3550.327637
	Iteration 38Q: 3 clusters Score -6469784 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -6469855.000000 Penalty: 3550.327637
	Iteration 39Q: 3 clusters Score -6469855 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -6469914.500000 Penalty: 3550.327637
	Iteration 40F: 3 clusters Score -6469914 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -6469986.500000 Penalty: 3550.327637
	Iteration 41Q: 3 clusters Score -6469986 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -6470047.500000 Penalty: 3550.327637
	Iteration 42Q: 3 clusters Score -6470048 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -6470116.000000 Penalty: 3550.327637
	Iteration 43Q: 3 clusters Score -6470116 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -6470179.500000 Penalty: 3550.327637
	Iteration 44Q: 3 clusters Score -6470180 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -6470225.500000 Penalty: 3550.327637
	Iteration 45Q: 3 clusters Score -6470226 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -6470270.500000 Penalty: 3550.327637
	Iteration 46Q: 3 clusters Score -6470270 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -6470325.500000 Penalty: 3550.327637
	Iteration 47Q: 3 clusters Score -6470326 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -6470353.500000 Penalty: 3550.327637
	Iteration 48Q: 3 clusters Score -6470354 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -6470360.500000 Penalty: 3550.327637
	Iteration 49Q: 3 clusters Score -6470360 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -6470378.000000 Penalty: 3550.327637
	Iteration 50Q: 3 clusters Score -6470378 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -6470388.500000 Penalty: 3550.327637
	Iteration 51Q: 3 clusters Score -6470388 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -6470413.000000 Penalty: 3550.327637
	Iteration 52Q: 3 clusters Score -6470413 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -6470417.500000 Penalty: 3550.327637
	Iteration 53Q: 3 clusters Score -6470418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -6470423.000000 Penalty: 3550.327637
	Iteration 54Q: 3 clusters Score -6470423 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -6470415.500000 Penalty: 3550.327637
	Iteration 55Q: 3 clusters Score -6470416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -6470408.500000 Penalty: 3550.327637
	Iteration 56Q: 3 clusters Score -6470408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -6470421.000000 Penalty: 3550.327637
	Iteration 57Q: 3 clusters Score -6470421 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -6470426.000000 Penalty: 3550.327637
	Iteration 58Q: 3 clusters Score -6470426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -6470431.000000 Penalty: 3550.327637
	Iteration 59Q: 3 clusters Score -6470431 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -6470450.500000 Penalty: 3550.327637
	Iteration 60F: 3 clusters Score -6470450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -6470459.500000 Penalty: 3550.327637
	Iteration 61Q: 3 clusters Score -6470460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -6470461.500000 Penalty: 3550.327637
	Iteration 62Q: 3 clusters Score -6470462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -6470459.500000 Penalty: 3550.327637
	Iteration 63Q: 3 clusters Score -6470460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -6470458.000000 Penalty: 3550.327637
	Iteration 64Q: 3 clusters Score -6470458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -6470479.000000 Penalty: 3550.327637
	Iteration 65Q: 3 clusters Score -6470479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -6470475.500000 Penalty: 3550.327637
	Iteration 66Q: 3 clusters Score -6470476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -6470486.500000 Penalty: 3550.327637
	Iteration 67Q: 3 clusters Score -6470486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -6470483.000000 Penalty: 3550.327637
	Iteration 68Q: 3 clusters Score -6470483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -6470494.000000 Penalty: 3550.327637
	Iteration 69Q: 3 clusters Score -6470494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
Score: -6470488.000000 Penalty: 3550.327637
	Iteration 70Q: 3 clusters Score -6470488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -6470492.000000 Penalty: 3550.327637
	Iteration 71Q: 3 clusters Score -6470492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -6470488.000000 Penalty: 3550.327637
	Iteration 72Q: 3 clusters Score -6470488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -6470484.500000 Penalty: 3550.327637
	Iteration 73Q: 3 clusters Score -6470484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -6470489.000000 Penalty: 3550.327637
	Iteration 74Q: 3 clusters Score -6470489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -6470498.500000 Penalty: 3550.327637
	Iteration 75Q: 3 clusters Score -6470498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -6470494.500000 Penalty: 3550.327637
	Iteration 76Q: 3 clusters Score -6470494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -6470498.000000 Penalty: 3550.327637
	Iteration 77Q: 3 clusters Score -6470498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -6470498.500000 Penalty: 3550.327637
	Iteration 78Q: 3 clusters Score -6470498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -6470494.000000 Penalty: 3550.327637
	Iteration 79Q: 3 clusters Score -6470494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -6470491.500000 Penalty: 3550.327637
	Iteration 80F: 3 clusters Score -6470492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -6470496.000000 Penalty: 3550.327637
	Iteration 81Q: 3 clusters Score -6470496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -6470495.000000 Penalty: 3550.327637
	Iteration 82Q: 3 clusters Score -6470495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -6470495.000000 Penalty: 3550.327637
	Iteration 83F: 3 clusters Score -6470495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 114158 members 
Mstep: Class 3 contains 23817 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 11337 members 
Mstep: Class 6 contains 129004 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 32852 members 
Mstep: Class 9 contains 139325 members 
Mstep: Class 10 contains 143155 members 
Mstep: Class 11 contains 724 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 35460 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 36108 members 
Mstep: Class 17 contains 53859 members 
Mstep: Class 18 contains 4948 members 
Mstep: Class 19 contains 33926 members 
Mstep: Class 20 contains 17114 members 
Mstep: Class 21 contains 7184 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 242 members 
Mstep: Class 24 contains 1982 members 
Mstep: Class 25 contains 53293 members 
Entering Unmasked Estep 
Score: -108851400.000000 Penalty: 55628.632812
Splitting cluster 7 changes total score from -108842656.000000 to -108851400.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (32852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Entering Unmasked Estep 
Score: -4124651.000000 Penalty: 1689.962280
	Iteration 0F: 2 clusters Score -4124651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -4102613.250000 Penalty: 3379.924561
	Iteration 0F: 3 clusters Score -4102613 nChanged 15036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -4110779.250000 Penalty: 3379.924561
	Iteration 1F: 3 clusters Score -4110779 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4111482.250000 Penalty: 3379.924561
	Iteration 2Q: 3 clusters Score -4111482 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -4112577.250000 Penalty: 3379.924561
	Iteration 3F: 3 clusters Score -4112577 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -4114102.500000 Penalty: 3379.924561
	Iteration 4F: 3 clusters Score -4114102 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -4115870.500000 Penalty: 3379.924561
	Iteration 5F: 3 clusters Score -4115870 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -4117683.000000 Penalty: 3379.924561
	Iteration 6F: 3 clusters Score -4117683 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -4119341.750000 Penalty: 3379.924561
	Iteration 7F: 3 clusters Score -4119342 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -4120718.750000 Penalty: 3379.924561
	Iteration 8F: 3 clusters Score -4120719 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -4121914.500000 Penalty: 3379.924561
	Iteration 9Q: 3 clusters Score -4121914 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -4122984.500000 Penalty: 3379.924561
	Iteration 10Q: 3 clusters Score -4122984 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -4123609.750000 Penalty: 3379.924561
	Iteration 11Q: 3 clusters Score -4123610 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -4123871.500000 Penalty: 3379.924561
	Iteration 12Q: 3 clusters Score -4123872 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -4124042.250000 Penalty: 3379.924561
	Iteration 13Q: 3 clusters Score -4124042 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -4124169.000000 Penalty: 3379.924561
	Iteration 14Q: 3 clusters Score -4124169 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -4124247.250000 Penalty: 3379.924561
	Iteration 15Q: 3 clusters Score -4124247 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -4124302.000000 Penalty: 3379.924561
	Iteration 16Q: 3 clusters Score -4124302 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -4124375.250000 Penalty: 3379.924561
	Iteration 17Q: 3 clusters Score -4124375 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -4124433.250000 Penalty: 3379.924561
	Iteration 18Q: 3 clusters Score -4124433 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -4124474.000000 Penalty: 3379.924561
	Iteration 19Q: 3 clusters Score -4124474 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -4124505.500000 Penalty: 3379.924561
	Iteration 20F: 3 clusters Score -4124506 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -4124545.750000 Penalty: 3379.924561
	Iteration 21Q: 3 clusters Score -4124546 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -4124580.500000 Penalty: 3379.924561
	Iteration 22Q: 3 clusters Score -4124580 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -4124604.500000 Penalty: 3379.924561
	Iteration 23Q: 3 clusters Score -4124604 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -4124611.500000 Penalty: 3379.924561
	Iteration 24Q: 3 clusters Score -4124612 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -4124631.000000 Penalty: 3379.924561
	Iteration 25Q: 3 clusters Score -4124631 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -4124645.000000 Penalty: 3379.924561
	Iteration 26Q: 3 clusters Score -4124645 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -4124652.000000 Penalty: 3379.924561
	Iteration 27Q: 3 clusters Score -4124652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -4124664.000000 Penalty: 3379.924561
	Iteration 28Q: 3 clusters Score -4124664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4124675.250000 Penalty: 3379.924561
	Iteration 29Q: 3 clusters Score -4124675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -4124680.750000 Penalty: 3379.924561
	Iteration 30Q: 3 clusters Score -4124681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -4124686.750000 Penalty: 3379.924561
	Iteration 31Q: 3 clusters Score -4124687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -4124691.750000 Penalty: 3379.924561
	Iteration 32Q: 3 clusters Score -4124692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -4124701.250000 Penalty: 3379.924561
	Iteration 33Q: 3 clusters Score -4124701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -4124702.500000 Penalty: 3379.924561
	Iteration 34Q: 3 clusters Score -4124702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -4124702.250000 Penalty: 3379.924561
	Iteration 35Q: 3 clusters Score -4124702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -4124710.000000 Penalty: 3379.924561
	Iteration 36Q: 3 clusters Score -4124710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4124701.250000 Penalty: 3379.924561
	Iteration 37Q: 3 clusters Score -4124701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -4124701.500000 Penalty: 3379.924561
	Iteration 38Q: 3 clusters Score -4124702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4124702.500000 Penalty: 3379.924561
	Iteration 39Q: 3 clusters Score -4124702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -4124704.500000 Penalty: 3379.924561
	Iteration 40F: 3 clusters Score -4124704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -4124703.750000 Penalty: 3379.924561
	Iteration 41Q: 3 clusters Score -4124704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -4124705.750000 Penalty: 3379.924561
	Iteration 42Q: 3 clusters Score -4124706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -4124713.250000 Penalty: 3379.924561
	Iteration 43Q: 3 clusters Score -4124713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -4124716.250000 Penalty: 3379.924561
	Iteration 44Q: 3 clusters Score -4124716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -4124712.500000 Penalty: 3379.924561
	Iteration 45Q: 3 clusters Score -4124712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -4124715.500000 Penalty: 3379.924561
	Iteration 46Q: 3 clusters Score -4124716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -4124714.500000 Penalty: 3379.924561
	Iteration 47Q: 3 clusters Score -4124714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -4124714.500000 Penalty: 3379.924561
	Iteration 48F: 3 clusters Score -4124714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 114158 members 
Mstep: Class 3 contains 23817 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 11337 members 
Mstep: Class 6 contains 129004 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 139325 members 
Mstep: Class 10 contains 143155 members 
Mstep: Class 11 contains 724 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 35460 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 36108 members 
Mstep: Class 17 contains 53859 members 
Mstep: Class 18 contains 4948 members 
Mstep: Class 19 contains 33926 members 
Mstep: Class 20 contains 17114 members 
Mstep: Class 21 contains 7184 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 242 members 
Mstep: Class 24 contains 1982 members 
Mstep: Class 25 contains 53293 members 
Mstep: Class 26 contains 30609 members 
Entering Unmasked Estep 
Score: -108851128.000000 Penalty: 57853.777344
Splitting cluster 8 changes total score from -108842656.000000 to -108851128.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (139325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139325 members 
Entering Unmasked Estep 
Score: -17713344.000000 Penalty: 1924.741699
	Iteration 0F: 2 clusters Score -1.771334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69559 members 
Mstep: Class 2 contains 69766 members 
Entering Unmasked Estep 
Score: -17631636.000000 Penalty: 3849.483398
	Iteration 0F: 3 clusters Score -1.763164e+07 nChanged 66971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 70579 members 
Entering Unmasked Estep 
Score: -17671114.000000 Penalty: 3849.483398
	Iteration 1F: 3 clusters Score -1.767111e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67760 members 
Mstep: Class 2 contains 71565 members 
Entering Unmasked Estep 
Score: -17673016.000000 Penalty: 3849.483398
	Iteration 2Q: 3 clusters Score -1.767302e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -17675346.000000 Penalty: 3849.483398
	Iteration 3Q: 3 clusters Score -1.767535e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 74601 members 
Entering Unmasked Estep 
Score: -17678816.000000 Penalty: 3849.483398
	Iteration 4Q: 3 clusters Score -1.767882e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 76272 members 
Entering Unmasked Estep 
Score: -17683780.000000 Penalty: 3849.483398
	Iteration 5F: 3 clusters Score -1.768378e+07 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61981 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -17689942.000000 Penalty: 3849.483398
	Iteration 6F: 3 clusters Score -1.768994e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -17696830.000000 Penalty: 3849.483398
	Iteration 7F: 3 clusters Score -1.769683e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 77249 members 
Entering Unmasked Estep 
Score: -17702322.000000 Penalty: 3849.483398
	Iteration 8F: 3 clusters Score -1.770232e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -17705304.000000 Penalty: 3849.483398
	Iteration 9Q: 3 clusters Score -1.77053e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -17706650.000000 Penalty: 3849.483398
	Iteration 10Q: 3 clusters Score -1.770665e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
Score: -17707652.000000 Penalty: 3849.483398
	Iteration 11Q: 3 clusters Score -1.770765e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 74084 members 
Entering Unmasked Estep 
Score: -17708416.000000 Penalty: 3849.483398
	Iteration 12Q: 3 clusters Score -1.770842e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -17709308.000000 Penalty: 3849.483398
	Iteration 13Q: 3 clusters Score -1.770931e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -17710232.000000 Penalty: 3849.483398
	Iteration 14Q: 3 clusters Score -1.771023e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -17711126.000000 Penalty: 3849.483398
	Iteration 15Q: 3 clusters Score -1.771113e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 67882 members 
Entering Unmasked Estep 
Score: -17712138.000000 Penalty: 3849.483398
	Iteration 16Q: 3 clusters Score -1.771214e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 66025 members 
Entering Unmasked Estep 
Score: -17713128.000000 Penalty: 3849.483398
	Iteration 17Q: 3 clusters Score -1.771313e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -17713928.000000 Penalty: 3849.483398
	Iteration 18Q: 3 clusters Score -1.771393e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76575 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -17714530.000000 Penalty: 3849.483398
	Iteration 19Q: 3 clusters Score -1.771453e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77918 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -17714976.000000 Penalty: 3849.483398
	Iteration 20F: 3 clusters Score -1.771498e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 60167 members 
Entering Unmasked Estep 
Score: -17715220.000000 Penalty: 3849.483398
	Iteration 21Q: 3 clusters Score -1.771522e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80278 members 
Mstep: Class 2 contains 59047 members 
Entering Unmasked Estep 
Score: -17715480.000000 Penalty: 3849.483398
	Iteration 22Q: 3 clusters Score -1.771548e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81214 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -17715600.000000 Penalty: 3849.483398
	Iteration 23Q: 3 clusters Score -1.77156e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -17715718.000000 Penalty: 3849.483398
	Iteration 24Q: 3 clusters Score -1.771572e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82875 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -17715796.000000 Penalty: 3849.483398
	Iteration 25Q: 3 clusters Score -1.77158e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83624 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -17715848.000000 Penalty: 3849.483398
	Iteration 26Q: 3 clusters Score -1.771585e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84300 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -17715856.000000 Penalty: 3849.483398
	Iteration 27Q: 3 clusters Score -1.771586e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84932 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -17715870.000000 Penalty: 3849.483398
	Iteration 28Q: 3 clusters Score -1.771587e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85528 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -17715942.000000 Penalty: 3849.483398
	Iteration 29Q: 3 clusters Score -1.771594e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86103 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -17716032.000000 Penalty: 3849.483398
	Iteration 30Q: 3 clusters Score -1.771603e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -17716034.000000 Penalty: 3849.483398
	Iteration 31Q: 3 clusters Score -1.771603e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87182 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -17716092.000000 Penalty: 3849.483398
	Iteration 32Q: 3 clusters Score -1.771609e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -17716200.000000 Penalty: 3849.483398
	Iteration 33Q: 3 clusters Score -1.77162e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88283 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -17716244.000000 Penalty: 3849.483398
	Iteration 34Q: 3 clusters Score -1.771624e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -17716368.000000 Penalty: 3849.483398
	Iteration 35Q: 3 clusters Score -1.771637e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -17716418.000000 Penalty: 3849.483398
	Iteration 36Q: 3 clusters Score -1.771642e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89841 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -17716542.000000 Penalty: 3849.483398
	Iteration 37Q: 3 clusters Score -1.771654e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90340 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -17716580.000000 Penalty: 3849.483398
	Iteration 38Q: 3 clusters Score -1.771658e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90857 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -17716688.000000 Penalty: 3849.483398
	Iteration 39Q: 3 clusters Score -1.771669e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91397 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -17716788.000000 Penalty: 3849.483398
	Iteration 40F: 3 clusters Score -1.771679e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91965 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -17716806.000000 Penalty: 3849.483398
	Iteration 41Q: 3 clusters Score -1.771681e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92559 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -17716858.000000 Penalty: 3849.483398
	Iteration 42Q: 3 clusters Score -1.771686e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93149 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -17716880.000000 Penalty: 3849.483398
	Iteration 43Q: 3 clusters Score -1.771688e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93703 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -17716966.000000 Penalty: 3849.483398
	Iteration 44Q: 3 clusters Score -1.771697e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94249 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -17717042.000000 Penalty: 3849.483398
	Iteration 45Q: 3 clusters Score -1.771704e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94778 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -17717110.000000 Penalty: 3849.483398
	Iteration 46Q: 3 clusters Score -1.771711e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95296 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -17717162.000000 Penalty: 3849.483398
	Iteration 47Q: 3 clusters Score -1.771716e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95818 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -17717240.000000 Penalty: 3849.483398
	Iteration 48Q: 3 clusters Score -1.771724e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -17717276.000000 Penalty: 3849.483398
	Iteration 49Q: 3 clusters Score -1.771728e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96801 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -17717308.000000 Penalty: 3849.483398
	Iteration 50Q: 3 clusters Score -1.771731e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97293 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -17717418.000000 Penalty: 3849.483398
	Iteration 51Q: 3 clusters Score -1.771742e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97746 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -17717430.000000 Penalty: 3849.483398
	Iteration 52Q: 3 clusters Score -1.771743e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98195 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -17717524.000000 Penalty: 3849.483398
	Iteration 53Q: 3 clusters Score -1.771752e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98651 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -17717500.000000 Penalty: 3849.483398
	Iteration 54Q: 3 clusters Score -1.77175e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99121 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -17717532.000000 Penalty: 3849.483398
	Iteration 55Q: 3 clusters Score -1.771753e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -17717510.000000 Penalty: 3849.483398
	Iteration 56Q: 3 clusters Score -1.771751e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99936 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -17717520.000000 Penalty: 3849.483398
	Iteration 57Q: 3 clusters Score -1.771752e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100321 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -17717540.000000 Penalty: 3849.483398
	Iteration 58Q: 3 clusters Score -1.771754e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100698 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -17717546.000000 Penalty: 3849.483398
	Iteration 59Q: 3 clusters Score -1.771755e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101012 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -17717594.000000 Penalty: 3849.483398
	Iteration 60F: 3 clusters Score -1.771759e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101326 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -17717596.000000 Penalty: 3849.483398
	Iteration 61Q: 3 clusters Score -1.77176e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -17717626.000000 Penalty: 3849.483398
	Iteration 62Q: 3 clusters Score -1.771763e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101997 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -17717660.000000 Penalty: 3849.483398
	Iteration 63Q: 3 clusters Score -1.771766e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102339 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -17717726.000000 Penalty: 3849.483398
	Iteration 64Q: 3 clusters Score -1.771773e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -17717812.000000 Penalty: 3849.483398
	Iteration 65Q: 3 clusters Score -1.771781e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103078 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -17717834.000000 Penalty: 3849.483398
	Iteration 66Q: 3 clusters Score -1.771783e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103456 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -17717832.000000 Penalty: 3849.483398
	Iteration 67Q: 3 clusters Score -1.771783e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103850 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -17717870.000000 Penalty: 3849.483398
	Iteration 68Q: 3 clusters Score -1.771787e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104260 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -17717932.000000 Penalty: 3849.483398
	Iteration 69Q: 3 clusters Score -1.771793e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104669 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -17717998.000000 Penalty: 3849.483398
	Iteration 70Q: 3 clusters Score -1.7718e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105061 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -17718036.000000 Penalty: 3849.483398
	Iteration 71Q: 3 clusters Score -1.771804e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105463 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -17718048.000000 Penalty: 3849.483398
	Iteration 72Q: 3 clusters Score -1.771805e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105852 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -17718080.000000 Penalty: 3849.483398
	Iteration 73Q: 3 clusters Score -1.771808e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106221 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -17718094.000000 Penalty: 3849.483398
	Iteration 74Q: 3 clusters Score -1.771809e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106568 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -17718198.000000 Penalty: 3849.483398
	Iteration 75Q: 3 clusters Score -1.77182e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106924 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -17718208.000000 Penalty: 3849.483398
	Iteration 76Q: 3 clusters Score -1.771821e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107320 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -17718256.000000 Penalty: 3849.483398
	Iteration 77Q: 3 clusters Score -1.771826e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107718 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -17718338.000000 Penalty: 3849.483398
	Iteration 78Q: 3 clusters Score -1.771834e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108104 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -17718310.000000 Penalty: 3849.483398
	Iteration 79Q: 3 clusters Score -1.771831e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108457 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -17718394.000000 Penalty: 3849.483398
	Iteration 80F: 3 clusters Score -1.771839e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108792 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -17718466.000000 Penalty: 3849.483398
	Iteration 81Q: 3 clusters Score -1.771847e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109150 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -17718604.000000 Penalty: 3849.483398
	Iteration 82Q: 3 clusters Score -1.77186e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109488 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -17718736.000000 Penalty: 3849.483398
	Iteration 83Q: 3 clusters Score -1.771874e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109840 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -17718774.000000 Penalty: 3849.483398
	Iteration 84Q: 3 clusters Score -1.771877e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110219 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -17718970.000000 Penalty: 3849.483398
	Iteration 85Q: 3 clusters Score -1.771897e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110612 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -17719146.000000 Penalty: 3849.483398
	Iteration 86Q: 3 clusters Score -1.771915e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110980 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -17719320.000000 Penalty: 3849.483398
	Iteration 87Q: 3 clusters Score -1.771932e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111347 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -17719384.000000 Penalty: 3849.483398
	Iteration 88Q: 3 clusters Score -1.771938e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111732 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -17719490.000000 Penalty: 3849.483398
	Iteration 89Q: 3 clusters Score -1.771949e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112107 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -17719672.000000 Penalty: 3849.483398
	Iteration 90Q: 3 clusters Score -1.771967e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112486 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -17719798.000000 Penalty: 3849.483398
	Iteration 91Q: 3 clusters Score -1.77198e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112854 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -17719880.000000 Penalty: 3849.483398
	Iteration 92Q: 3 clusters Score -1.771988e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113207 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -17719972.000000 Penalty: 3849.483398
	Iteration 93Q: 3 clusters Score -1.771997e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113565 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -17720084.000000 Penalty: 3849.483398
	Iteration 94Q: 3 clusters Score -1.772008e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113919 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -17720114.000000 Penalty: 3849.483398
	Iteration 95Q: 3 clusters Score -1.772011e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114303 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -17720112.000000 Penalty: 3849.483398
	Iteration 96Q: 3 clusters Score -1.772011e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114692 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -17720170.000000 Penalty: 3849.483398
	Iteration 97Q: 3 clusters Score -1.772017e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115081 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -17720200.000000 Penalty: 3849.483398
	Iteration 98Q: 3 clusters Score -1.77202e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115512 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -17720264.000000 Penalty: 3849.483398
	Iteration 99Q: 3 clusters Score -1.772026e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115952 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -17720290.000000 Penalty: 3849.483398
	Iteration 100F: 3 clusters Score -1.772029e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116358 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -17720228.000000 Penalty: 3849.483398
	Iteration 101Q: 3 clusters Score -1.772023e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116755 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -17720234.000000 Penalty: 3849.483398
	Iteration 102Q: 3 clusters Score -1.772023e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117165 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -17720190.000000 Penalty: 3849.483398
	Iteration 103Q: 3 clusters Score -1.772019e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117580 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -17720130.000000 Penalty: 3849.483398
	Iteration 104Q: 3 clusters Score -1.772013e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117975 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -17720092.000000 Penalty: 3849.483398
	Iteration 105Q: 3 clusters Score -1.772009e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118339 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -17720006.000000 Penalty: 3849.483398
	Iteration 106Q: 3 clusters Score -1.772001e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118701 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -17720018.000000 Penalty: 3849.483398
	Iteration 107Q: 3 clusters Score -1.772002e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119026 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -17719926.000000 Penalty: 3849.483398
	Iteration 108Q: 3 clusters Score -1.771993e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119332 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -17719882.000000 Penalty: 3849.483398
	Iteration 109Q: 3 clusters Score -1.771988e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119628 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -17719872.000000 Penalty: 3849.483398
	Iteration 110Q: 3 clusters Score -1.771987e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119952 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -17719858.000000 Penalty: 3849.483398
	Iteration 111Q: 3 clusters Score -1.771986e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120296 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -17719826.000000 Penalty: 3849.483398
	Iteration 112Q: 3 clusters Score -1.771983e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120606 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -17719794.000000 Penalty: 3849.483398
	Iteration 113Q: 3 clusters Score -1.771979e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120909 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -17719750.000000 Penalty: 3849.483398
	Iteration 114Q: 3 clusters Score -1.771975e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121207 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -17719682.000000 Penalty: 3849.483398
	Iteration 115Q: 3 clusters Score -1.771968e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121513 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -17719638.000000 Penalty: 3849.483398
	Iteration 116Q: 3 clusters Score -1.771964e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121802 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -17719536.000000 Penalty: 3849.483398
	Iteration 117Q: 3 clusters Score -1.771954e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122105 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -17719476.000000 Penalty: 3849.483398
	Iteration 118Q: 3 clusters Score -1.771948e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122411 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -17719366.000000 Penalty: 3849.483398
	Iteration 119Q: 3 clusters Score -1.771937e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122697 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -17719290.000000 Penalty: 3849.483398
	Iteration 120F: 3 clusters Score -1.771929e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122964 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -17719190.000000 Penalty: 3849.483398
	Iteration 121Q: 3 clusters Score -1.771919e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123239 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -17719054.000000 Penalty: 3849.483398
	Iteration 122Q: 3 clusters Score -1.771905e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123509 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -17718962.000000 Penalty: 3849.483398
	Iteration 123Q: 3 clusters Score -1.771896e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123773 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -17718866.000000 Penalty: 3849.483398
	Iteration 124Q: 3 clusters Score -1.771887e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124036 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -17718814.000000 Penalty: 3849.483398
	Iteration 125Q: 3 clusters Score -1.771881e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124264 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -17718794.000000 Penalty: 3849.483398
	Iteration 126Q: 3 clusters Score -1.771879e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124443 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -17718732.000000 Penalty: 3849.483398
	Iteration 127Q: 3 clusters Score -1.771873e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124628 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -17718630.000000 Penalty: 3849.483398
	Iteration 128Q: 3 clusters Score -1.771863e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124799 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -17718564.000000 Penalty: 3849.483398
	Iteration 129Q: 3 clusters Score -1.771856e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124960 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -17718482.000000 Penalty: 3849.483398
	Iteration 130Q: 3 clusters Score -1.771848e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125118 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -17718410.000000 Penalty: 3849.483398
	Iteration 131Q: 3 clusters Score -1.771841e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125283 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -17718350.000000 Penalty: 3849.483398
	Iteration 132Q: 3 clusters Score -1.771835e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125439 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -17718294.000000 Penalty: 3849.483398
	Iteration 133Q: 3 clusters Score -1.771829e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125591 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -17718272.000000 Penalty: 3849.483398
	Iteration 134Q: 3 clusters Score -1.771827e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125728 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -17718240.000000 Penalty: 3849.483398
	Iteration 135Q: 3 clusters Score -1.771824e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125858 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -17718224.000000 Penalty: 3849.483398
	Iteration 136Q: 3 clusters Score -1.771822e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125988 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -17718184.000000 Penalty: 3849.483398
	Iteration 137Q: 3 clusters Score -1.771818e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126134 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -17718098.000000 Penalty: 3849.483398
	Iteration 138Q: 3 clusters Score -1.77181e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126273 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -17718016.000000 Penalty: 3849.483398
	Iteration 139Q: 3 clusters Score -1.771802e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126414 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -17717958.000000 Penalty: 3849.483398
	Iteration 140F: 3 clusters Score -1.771796e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126548 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -17717908.000000 Penalty: 3849.483398
	Iteration 141Q: 3 clusters Score -1.771791e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126690 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -17717864.000000 Penalty: 3849.483398
	Iteration 142Q: 3 clusters Score -1.771786e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126829 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -17717826.000000 Penalty: 3849.483398
	Iteration 143Q: 3 clusters Score -1.771783e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126953 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -17717796.000000 Penalty: 3849.483398
	Iteration 144Q: 3 clusters Score -1.77178e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127064 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -17717732.000000 Penalty: 3849.483398
	Iteration 145Q: 3 clusters Score -1.771773e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127187 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -17717664.000000 Penalty: 3849.483398
	Iteration 146Q: 3 clusters Score -1.771766e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127318 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -17717638.000000 Penalty: 3849.483398
	Iteration 147Q: 3 clusters Score -1.771764e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127430 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -17717586.000000 Penalty: 3849.483398
	Iteration 148Q: 3 clusters Score -1.771759e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127542 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -17717558.000000 Penalty: 3849.483398
	Iteration 149Q: 3 clusters Score -1.771756e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127646 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -17717520.000000 Penalty: 3849.483398
	Iteration 150Q: 3 clusters Score -1.771752e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127764 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -17717446.000000 Penalty: 3849.483398
	Iteration 151Q: 3 clusters Score -1.771745e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127878 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -17717392.000000 Penalty: 3849.483398
	Iteration 152Q: 3 clusters Score -1.771739e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127981 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -17717374.000000 Penalty: 3849.483398
	Iteration 153Q: 3 clusters Score -1.771737e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128091 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -17717334.000000 Penalty: 3849.483398
	Iteration 154Q: 3 clusters Score -1.771733e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128212 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -17717254.000000 Penalty: 3849.483398
	Iteration 155Q: 3 clusters Score -1.771725e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128319 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -17717224.000000 Penalty: 3849.483398
	Iteration 156Q: 3 clusters Score -1.771722e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128425 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -17717214.000000 Penalty: 3849.483398
	Iteration 157Q: 3 clusters Score -1.771721e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128535 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -17717140.000000 Penalty: 3849.483398
	Iteration 158Q: 3 clusters Score -1.771714e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128655 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -17717090.000000 Penalty: 3849.483398
	Iteration 159Q: 3 clusters Score -1.771709e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128785 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -17717028.000000 Penalty: 3849.483398
	Iteration 160F: 3 clusters Score -1.771703e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128916 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -17716976.000000 Penalty: 3849.483398
	Iteration 161Q: 3 clusters Score -1.771698e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129029 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -17716916.000000 Penalty: 3849.483398
	Iteration 162Q: 3 clusters Score -1.771692e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129148 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -17716830.000000 Penalty: 3849.483398
	Iteration 163Q: 3 clusters Score -1.771683e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129266 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -17716812.000000 Penalty: 3849.483398
	Iteration 164Q: 3 clusters Score -1.771681e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129362 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -17716784.000000 Penalty: 3849.483398
	Iteration 165Q: 3 clusters Score -1.771678e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129459 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -17716762.000000 Penalty: 3849.483398
	Iteration 166Q: 3 clusters Score -1.771676e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129557 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -17716724.000000 Penalty: 3849.483398
	Iteration 167Q: 3 clusters Score -1.771672e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129668 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -17716726.000000 Penalty: 3849.483398
	Iteration 168Q: 3 clusters Score -1.771673e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129783 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -17716696.000000 Penalty: 3849.483398
	Iteration 169Q: 3 clusters Score -1.77167e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129895 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -17716620.000000 Penalty: 3849.483398
	Iteration 170Q: 3 clusters Score -1.771662e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129997 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -17716584.000000 Penalty: 3849.483398
	Iteration 171Q: 3 clusters Score -1.771658e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130103 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -17716522.000000 Penalty: 3849.483398
	Iteration 172Q: 3 clusters Score -1.771652e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130217 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -17716468.000000 Penalty: 3849.483398
	Iteration 173Q: 3 clusters Score -1.771647e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130355 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -17716414.000000 Penalty: 3849.483398
	Iteration 174Q: 3 clusters Score -1.771641e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130479 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -17716408.000000 Penalty: 3849.483398
	Iteration 175Q: 3 clusters Score -1.771641e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130600 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -17716386.000000 Penalty: 3849.483398
	Iteration 176Q: 3 clusters Score -1.771639e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130734 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -17716370.000000 Penalty: 3849.483398
	Iteration 177Q: 3 clusters Score -1.771637e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130873 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -17716298.000000 Penalty: 3849.483398
	Iteration 178Q: 3 clusters Score -1.77163e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130990 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -17716214.000000 Penalty: 3849.483398
	Iteration 179Q: 3 clusters Score -1.771621e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131110 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -17716146.000000 Penalty: 3849.483398
	Iteration 180F: 3 clusters Score -1.771615e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131232 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -17716082.000000 Penalty: 3849.483398
	Iteration 181Q: 3 clusters Score -1.771608e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131365 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -17715982.000000 Penalty: 3849.483398
	Iteration 182Q: 3 clusters Score -1.771598e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131494 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -17715942.000000 Penalty: 3849.483398
	Iteration 183Q: 3 clusters Score -1.771594e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131636 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -17715840.000000 Penalty: 3849.483398
	Iteration 184Q: 3 clusters Score -1.771584e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131781 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -17715712.000000 Penalty: 3849.483398
	Iteration 185Q: 3 clusters Score -1.771571e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131896 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -17715666.000000 Penalty: 3849.483398
	Iteration 186Q: 3 clusters Score -1.771567e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132006 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -17715612.000000 Penalty: 3849.483398
	Iteration 187Q: 3 clusters Score -1.771561e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132117 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -17715560.000000 Penalty: 3849.483398
	Iteration 188Q: 3 clusters Score -1.771556e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132245 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -17715438.000000 Penalty: 3849.483398
	Iteration 189Q: 3 clusters Score -1.771544e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132356 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -17715364.000000 Penalty: 3849.483398
	Iteration 190Q: 3 clusters Score -1.771536e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132469 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -17715342.000000 Penalty: 3849.483398
	Iteration 191Q: 3 clusters Score -1.771534e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132562 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -17715272.000000 Penalty: 3849.483398
	Iteration 192Q: 3 clusters Score -1.771527e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132642 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -17715256.000000 Penalty: 3849.483398
	Iteration 193Q: 3 clusters Score -1.771526e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132710 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -17715228.000000 Penalty: 3849.483398
	Iteration 194Q: 3 clusters Score -1.771523e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132774 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -17715178.000000 Penalty: 3849.483398
	Iteration 195Q: 3 clusters Score -1.771518e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132836 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -17715142.000000 Penalty: 3849.483398
	Iteration 196Q: 3 clusters Score -1.771514e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132898 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -17715080.000000 Penalty: 3849.483398
	Iteration 197Q: 3 clusters Score -1.771508e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132960 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -17715006.000000 Penalty: 3849.483398
	Iteration 198Q: 3 clusters Score -1.771501e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133016 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -17714952.000000 Penalty: 3849.483398
	Iteration 199Q: 3 clusters Score -1.771495e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133065 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -17714916.000000 Penalty: 3849.483398
	Iteration 200F: 3 clusters Score -1.771492e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133109 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -17714904.000000 Penalty: 3849.483398
	Iteration 201Q: 3 clusters Score -1.77149e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133162 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -17714872.000000 Penalty: 3849.483398
	Iteration 202Q: 3 clusters Score -1.771487e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133219 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -17714862.000000 Penalty: 3849.483398
	Iteration 203Q: 3 clusters Score -1.771486e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133281 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -17714834.000000 Penalty: 3849.483398
	Iteration 204Q: 3 clusters Score -1.771483e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133346 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -17714780.000000 Penalty: 3849.483398
	Iteration 205Q: 3 clusters Score -1.771478e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133430 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -17714710.000000 Penalty: 3849.483398
	Iteration 206Q: 3 clusters Score -1.771471e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133504 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -17714710.000000 Penalty: 3849.483398
	Iteration 207Q: 3 clusters Score -1.771471e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133559 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -17714648.000000 Penalty: 3849.483398
	Iteration 208Q: 3 clusters Score -1.771465e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133610 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -17714622.000000 Penalty: 3849.483398
	Iteration 209Q: 3 clusters Score -1.771462e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133661 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -17714586.000000 Penalty: 3849.483398
	Iteration 210Q: 3 clusters Score -1.771459e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133719 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -17714558.000000 Penalty: 3849.483398
	Iteration 211Q: 3 clusters Score -1.771456e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133784 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -17714540.000000 Penalty: 3849.483398
	Iteration 212Q: 3 clusters Score -1.771454e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133854 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -17714500.000000 Penalty: 3849.483398
	Iteration 213Q: 3 clusters Score -1.77145e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133921 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -17714482.000000 Penalty: 3849.483398
	Iteration 214Q: 3 clusters Score -1.771448e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133994 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -17714418.000000 Penalty: 3849.483398
	Iteration 215Q: 3 clusters Score -1.771442e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134060 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -17714356.000000 Penalty: 3849.483398
	Iteration 216Q: 3 clusters Score -1.771436e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134106 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -17714322.000000 Penalty: 3849.483398
	Iteration 217Q: 3 clusters Score -1.771432e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134156 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -17714304.000000 Penalty: 3849.483398
	Iteration 218Q: 3 clusters Score -1.77143e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134205 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -17714272.000000 Penalty: 3849.483398
	Iteration 219Q: 3 clusters Score -1.771427e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134263 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -17714240.000000 Penalty: 3849.483398
	Iteration 220F: 3 clusters Score -1.771424e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134331 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -17714212.000000 Penalty: 3849.483398
	Iteration 221Q: 3 clusters Score -1.771421e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134399 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -17714190.000000 Penalty: 3849.483398
	Iteration 222Q: 3 clusters Score -1.771419e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134473 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -17714142.000000 Penalty: 3849.483398
	Iteration 223Q: 3 clusters Score -1.771414e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134536 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -17714104.000000 Penalty: 3849.483398
	Iteration 224Q: 3 clusters Score -1.77141e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134610 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -17714052.000000 Penalty: 3849.483398
	Iteration 225Q: 3 clusters Score -1.771405e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134687 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -17714026.000000 Penalty: 3849.483398
	Iteration 226Q: 3 clusters Score -1.771403e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134775 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -17713974.000000 Penalty: 3849.483398
	Iteration 227Q: 3 clusters Score -1.771397e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134842 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -17713930.000000 Penalty: 3849.483398
	Iteration 228Q: 3 clusters Score -1.771393e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134910 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -17713912.000000 Penalty: 3849.483398
	Iteration 229Q: 3 clusters Score -1.771391e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134973 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -17713862.000000 Penalty: 3849.483398
	Iteration 230Q: 3 clusters Score -1.771386e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135025 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -17713834.000000 Penalty: 3849.483398
	Iteration 231Q: 3 clusters Score -1.771383e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135079 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -17713830.000000 Penalty: 3849.483398
	Iteration 232Q: 3 clusters Score -1.771383e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135126 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -17713810.000000 Penalty: 3849.483398
	Iteration 233Q: 3 clusters Score -1.771381e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135163 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -17713768.000000 Penalty: 3849.483398
	Iteration 234Q: 3 clusters Score -1.771377e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135202 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -17713776.000000 Penalty: 3849.483398
	Iteration 235Q: 3 clusters Score -1.771378e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135239 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -17713774.000000 Penalty: 3849.483398
	Iteration 236Q: 3 clusters Score -1.771377e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135272 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -17713776.000000 Penalty: 3849.483398
	Iteration 237Q: 3 clusters Score -1.771378e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135311 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -17713768.000000 Penalty: 3849.483398
	Iteration 238Q: 3 clusters Score -1.771377e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135347 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -17713756.000000 Penalty: 3849.483398
	Iteration 239Q: 3 clusters Score -1.771376e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135381 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -17713742.000000 Penalty: 3849.483398
	Iteration 240F: 3 clusters Score -1.771374e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135415 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -17713726.000000 Penalty: 3849.483398
	Iteration 241Q: 3 clusters Score -1.771373e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135449 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -17713694.000000 Penalty: 3849.483398
	Iteration 242Q: 3 clusters Score -1.771369e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135481 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -17713692.000000 Penalty: 3849.483398
	Iteration 243Q: 3 clusters Score -1.771369e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135503 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -17713672.000000 Penalty: 3849.483398
	Iteration 244Q: 3 clusters Score -1.771367e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135527 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -17713680.000000 Penalty: 3849.483398
	Iteration 245Q: 3 clusters Score -1.771368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135543 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -17713664.000000 Penalty: 3849.483398
	Iteration 246Q: 3 clusters Score -1.771366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135563 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -17713654.000000 Penalty: 3849.483398
	Iteration 247Q: 3 clusters Score -1.771365e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135584 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -17713632.000000 Penalty: 3849.483398
	Iteration 248Q: 3 clusters Score -1.771363e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135606 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -17713650.000000 Penalty: 3849.483398
	Iteration 249Q: 3 clusters Score -1.771365e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135629 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -17713602.000000 Penalty: 3849.483398
	Iteration 250Q: 3 clusters Score -1.77136e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135658 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -17713596.000000 Penalty: 3849.483398
	Iteration 251Q: 3 clusters Score -1.77136e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135688 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -17713534.000000 Penalty: 3849.483398
	Iteration 252Q: 3 clusters Score -1.771353e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135711 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -17713538.000000 Penalty: 3849.483398
	Iteration 253Q: 3 clusters Score -1.771354e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135736 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -17713530.000000 Penalty: 3849.483398
	Iteration 254Q: 3 clusters Score -1.771353e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135762 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -17713540.000000 Penalty: 3849.483398
	Iteration 255Q: 3 clusters Score -1.771354e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135785 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -17713516.000000 Penalty: 3849.483398
	Iteration 256Q: 3 clusters Score -1.771352e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135817 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -17713492.000000 Penalty: 3849.483398
	Iteration 257Q: 3 clusters Score -1.771349e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135844 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -17713464.000000 Penalty: 3849.483398
	Iteration 258Q: 3 clusters Score -1.771346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135873 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -17713464.000000 Penalty: 3849.483398
	Iteration 259Q: 3 clusters Score -1.771346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135898 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -17713452.000000 Penalty: 3849.483398
	Iteration 260F: 3 clusters Score -1.771345e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135927 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -17713428.000000 Penalty: 3849.483398
	Iteration 261Q: 3 clusters Score -1.771343e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135960 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -17713444.000000 Penalty: 3849.483398
	Iteration 262Q: 3 clusters Score -1.771344e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135990 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -17713426.000000 Penalty: 3849.483398
	Iteration 263Q: 3 clusters Score -1.771343e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136018 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -17713402.000000 Penalty: 3849.483398
	Iteration 264Q: 3 clusters Score -1.77134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136039 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -17713402.000000 Penalty: 3849.483398
	Iteration 265Q: 3 clusters Score -1.77134e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136061 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -17713396.000000 Penalty: 3849.483398
	Iteration 266Q: 3 clusters Score -1.77134e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136083 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -17713394.000000 Penalty: 3849.483398
	Iteration 267Q: 3 clusters Score -1.771339e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136099 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -17713370.000000 Penalty: 3849.483398
	Iteration 268Q: 3 clusters Score -1.771337e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136113 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -17713378.000000 Penalty: 3849.483398
	Iteration 269Q: 3 clusters Score -1.771338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136125 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -17713382.000000 Penalty: 3849.483398
	Iteration 270Q: 3 clusters Score -1.771338e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136150 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -17713392.000000 Penalty: 3849.483398
	Iteration 271Q: 3 clusters Score -1.771339e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136183 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -17713410.000000 Penalty: 3849.483398
	Iteration 272Q: 3 clusters Score -1.771341e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136215 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -17713380.000000 Penalty: 3849.483398
	Iteration 273Q: 3 clusters Score -1.771338e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136246 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -17713396.000000 Penalty: 3849.483398
	Iteration 274Q: 3 clusters Score -1.77134e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136276 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -17713378.000000 Penalty: 3849.483398
	Iteration 275Q: 3 clusters Score -1.771338e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136317 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -17713404.000000 Penalty: 3849.483398
	Iteration 276Q: 3 clusters Score -1.77134e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136345 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -17713368.000000 Penalty: 3849.483398
	Iteration 277Q: 3 clusters Score -1.771337e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136373 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -17713364.000000 Penalty: 3849.483398
	Iteration 278Q: 3 clusters Score -1.771336e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136412 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -17713356.000000 Penalty: 3849.483398
	Iteration 279Q: 3 clusters Score -1.771336e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136446 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -17713366.000000 Penalty: 3849.483398
	Iteration 280F: 3 clusters Score -1.771337e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136477 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -17713320.000000 Penalty: 3849.483398
	Iteration 281Q: 3 clusters Score -1.771332e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136512 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -17713320.000000 Penalty: 3849.483398
	Iteration 282Q: 3 clusters Score -1.771332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136533 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -17713316.000000 Penalty: 3849.483398
	Iteration 283Q: 3 clusters Score -1.771332e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136557 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -17713298.000000 Penalty: 3849.483398
	Iteration 284Q: 3 clusters Score -1.77133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136577 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -17713284.000000 Penalty: 3849.483398
	Iteration 285Q: 3 clusters Score -1.771328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136600 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -17713294.000000 Penalty: 3849.483398
	Iteration 286Q: 3 clusters Score -1.771329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136620 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -17713308.000000 Penalty: 3849.483398
	Iteration 287Q: 3 clusters Score -1.771331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136635 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -17713306.000000 Penalty: 3849.483398
	Iteration 288Q: 3 clusters Score -1.771331e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136658 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -17713290.000000 Penalty: 3849.483398
	Iteration 289Q: 3 clusters Score -1.771329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136681 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -17713292.000000 Penalty: 3849.483398
	Iteration 290Q: 3 clusters Score -1.771329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136704 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -17713264.000000 Penalty: 3849.483398
	Iteration 291Q: 3 clusters Score -1.771326e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136730 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -17713250.000000 Penalty: 3849.483398
	Iteration 292Q: 3 clusters Score -1.771325e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136749 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -17713250.000000 Penalty: 3849.483398
	Iteration 293Q: 3 clusters Score -1.771325e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136770 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -17713226.000000 Penalty: 3849.483398
	Iteration 294Q: 3 clusters Score -1.771323e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136783 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -17713236.000000 Penalty: 3849.483398
	Iteration 295Q: 3 clusters Score -1.771324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136802 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -17713246.000000 Penalty: 3849.483398
	Iteration 296Q: 3 clusters Score -1.771325e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136828 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -17713236.000000 Penalty: 3849.483398
	Iteration 297Q: 3 clusters Score -1.771324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136842 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -17713220.000000 Penalty: 3849.483398
	Iteration 298Q: 3 clusters Score -1.771322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136853 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -17713200.000000 Penalty: 3849.483398
	Iteration 299Q: 3 clusters Score -1.77132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136869 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -17713212.000000 Penalty: 3849.483398
	Iteration 300F: 3 clusters Score -1.771321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136888 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -17713186.000000 Penalty: 3849.483398
	Iteration 301Q: 3 clusters Score -1.771319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136908 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -17713188.000000 Penalty: 3849.483398
	Iteration 302Q: 3 clusters Score -1.771319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136929 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -17713204.000000 Penalty: 3849.483398
	Iteration 303Q: 3 clusters Score -1.77132e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136957 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -17713186.000000 Penalty: 3849.483398
	Iteration 304Q: 3 clusters Score -1.771319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136975 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -17713156.000000 Penalty: 3849.483398
	Iteration 305Q: 3 clusters Score -1.771316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136991 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -17713150.000000 Penalty: 3849.483398
	Iteration 306Q: 3 clusters Score -1.771315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137002 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -17713158.000000 Penalty: 3849.483398
	Iteration 307Q: 3 clusters Score -1.771316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137008 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -17713154.000000 Penalty: 3849.483398
	Iteration 308Q: 3 clusters Score -1.771315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137017 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -17713138.000000 Penalty: 3849.483398
	Iteration 309Q: 3 clusters Score -1.771314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137025 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -17713126.000000 Penalty: 3849.483398
	Iteration 310Q: 3 clusters Score -1.771313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137030 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -17713130.000000 Penalty: 3849.483398
	Iteration 311Q: 3 clusters Score -1.771313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137034 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -17713132.000000 Penalty: 3849.483398
	Iteration 312Q: 3 clusters Score -1.771313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137041 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -17713130.000000 Penalty: 3849.483398
	Iteration 313Q: 3 clusters Score -1.771313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137054 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -17713118.000000 Penalty: 3849.483398
	Iteration 314Q: 3 clusters Score -1.771312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137063 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -17713124.000000 Penalty: 3849.483398
	Iteration 315Q: 3 clusters Score -1.771312e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137076 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -17713126.000000 Penalty: 3849.483398
	Iteration 316Q: 3 clusters Score -1.771313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137093 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -17713112.000000 Penalty: 3849.483398
	Iteration 317Q: 3 clusters Score -1.771311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137105 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -17713118.000000 Penalty: 3849.483398
	Iteration 318Q: 3 clusters Score -1.771312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137118 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -17713116.000000 Penalty: 3849.483398
	Iteration 319Q: 3 clusters Score -1.771312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137128 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -17713116.000000 Penalty: 3849.483398
	Iteration 320F: 3 clusters Score -1.771312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137134 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -17713140.000000 Penalty: 3849.483398
	Iteration 321Q: 3 clusters Score -1.771314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137142 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -17713122.000000 Penalty: 3849.483398
	Iteration 322Q: 3 clusters Score -1.771312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137145 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -17713124.000000 Penalty: 3849.483398
	Iteration 323Q: 3 clusters Score -1.771312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137150 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -17713126.000000 Penalty: 3849.483398
	Iteration 324Q: 3 clusters Score -1.771313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137158 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -17713114.000000 Penalty: 3849.483398
	Iteration 325Q: 3 clusters Score -1.771311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137168 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -17713116.000000 Penalty: 3849.483398
	Iteration 326Q: 3 clusters Score -1.771312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137179 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -17713110.000000 Penalty: 3849.483398
	Iteration 327Q: 3 clusters Score -1.771311e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137198 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -17713098.000000 Penalty: 3849.483398
	Iteration 328Q: 3 clusters Score -1.77131e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137220 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -17713094.000000 Penalty: 3849.483398
	Iteration 329Q: 3 clusters Score -1.771309e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137235 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -17713096.000000 Penalty: 3849.483398
	Iteration 330Q: 3 clusters Score -1.77131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137251 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -17713084.000000 Penalty: 3849.483398
	Iteration 331Q: 3 clusters Score -1.771308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137259 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -17713088.000000 Penalty: 3849.483398
	Iteration 332Q: 3 clusters Score -1.771309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137274 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -17713092.000000 Penalty: 3849.483398
	Iteration 333Q: 3 clusters Score -1.771309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137288 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -17713098.000000 Penalty: 3849.483398
	Iteration 334Q: 3 clusters Score -1.77131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137295 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -17713098.000000 Penalty: 3849.483398
	Iteration 335Q: 3 clusters Score -1.77131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137300 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -17713096.000000 Penalty: 3849.483398
	Iteration 336Q: 3 clusters Score -1.77131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137310 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -17713102.000000 Penalty: 3849.483398
	Iteration 337Q: 3 clusters Score -1.77131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137319 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -17713106.000000 Penalty: 3849.483398
	Iteration 338Q: 3 clusters Score -1.771311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137322 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -17713100.000000 Penalty: 3849.483398
	Iteration 339Q: 3 clusters Score -1.77131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137329 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -17713094.000000 Penalty: 3849.483398
	Iteration 340F: 3 clusters Score -1.771309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137333 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -17713084.000000 Penalty: 3849.483398
	Iteration 341Q: 3 clusters Score -1.771308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137337 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -17713084.000000 Penalty: 3849.483398
	Iteration 342Q: 3 clusters Score -1.771308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137340 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -17713086.000000 Penalty: 3849.483398
	Iteration 343Q: 3 clusters Score -1.771309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137342 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -17713088.000000 Penalty: 3849.483398
	Iteration 344Q: 3 clusters Score -1.771309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137344 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -17713080.000000 Penalty: 3849.483398
	Iteration 345Q: 3 clusters Score -1.771308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137348 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -17713078.000000 Penalty: 3849.483398
	Iteration 346Q: 3 clusters Score -1.771308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137352 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -17713070.000000 Penalty: 3849.483398
	Iteration 347Q: 3 clusters Score -1.771307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137354 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -17713070.000000 Penalty: 3849.483398
	Iteration 348Q: 3 clusters Score -1.771307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137357 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -17713060.000000 Penalty: 3849.483398
	Iteration 349Q: 3 clusters Score -1.771306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137361 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -17713062.000000 Penalty: 3849.483398
	Iteration 350Q: 3 clusters Score -1.771306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137363 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -17713052.000000 Penalty: 3849.483398
	Iteration 351Q: 3 clusters Score -1.771305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137367 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -17713058.000000 Penalty: 3849.483398
	Iteration 352Q: 3 clusters Score -1.771306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137368 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -17713044.000000 Penalty: 3849.483398
	Iteration 353Q: 3 clusters Score -1.771304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137369 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -17713044.000000 Penalty: 3849.483398
	Iteration 354Q: 3 clusters Score -1.771304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137369 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -17713044.000000 Penalty: 3849.483398
	Iteration 355F: 3 clusters Score -1.771304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143155 members 
Entering Unmasked Estep 
Score: -18151004.000000 Penalty: 1929.148560
	Iteration 0F: 2 clusters Score -1.8151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71538 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -18071150.000000 Penalty: 3858.297119
	Iteration 0F: 3 clusters Score -1.807115e+07 nChanged 69275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -18113236.000000 Penalty: 3858.297119
	Iteration 1F: 3 clusters Score -1.811324e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73541 members 
Mstep: Class 2 contains 69614 members 
Entering Unmasked Estep 
Score: -18114984.000000 Penalty: 3858.297119
	Iteration 2Q: 3 clusters Score -1.811498e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -18117710.000000 Penalty: 3858.297119
	Iteration 3Q: 3 clusters Score -1.811771e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -18122212.000000 Penalty: 3858.297119
	Iteration 4F: 3 clusters Score -1.812221e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81593 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -18128194.000000 Penalty: 3858.297119
	Iteration 5F: 3 clusters Score -1.812819e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85608 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -18135462.000000 Penalty: 3858.297119
	Iteration 6F: 3 clusters Score -1.813546e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89424 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -18142084.000000 Penalty: 3858.297119
	Iteration 7F: 3 clusters Score -1.814208e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -18145864.000000 Penalty: 3858.297119
	Iteration 8F: 3 clusters Score -1.814586e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94870 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -18147822.000000 Penalty: 3858.297119
	Iteration 9Q: 3 clusters Score -1.814782e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97179 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -18148868.000000 Penalty: 3858.297119
	Iteration 10Q: 3 clusters Score -1.814887e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99351 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -18149716.000000 Penalty: 3858.297119
	Iteration 11Q: 3 clusters Score -1.814972e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101508 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -18150576.000000 Penalty: 3858.297119
	Iteration 12Q: 3 clusters Score -1.815058e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103693 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -18151456.000000 Penalty: 3858.297119
	Iteration 13Q: 3 clusters Score -1.815146e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105902 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -18152540.000000 Penalty: 3858.297119
	Iteration 14Q: 3 clusters Score -1.815254e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108184 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -18153640.000000 Penalty: 3858.297119
	Iteration 15Q: 3 clusters Score -1.815364e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110313 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -18155126.000000 Penalty: 3858.297119
	Iteration 16Q: 3 clusters Score -1.815513e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112596 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -18156864.000000 Penalty: 3858.297119
	Iteration 17Q: 3 clusters Score -1.815686e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115177 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -18158422.000000 Penalty: 3858.297119
	Iteration 18Q: 3 clusters Score -1.815842e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117931 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -18159714.000000 Penalty: 3858.297119
	Iteration 19Q: 3 clusters Score -1.815971e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120669 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -18160438.000000 Penalty: 3858.297119
	Iteration 20F: 3 clusters Score -1.816044e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123208 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -18160758.000000 Penalty: 3858.297119
	Iteration 21Q: 3 clusters Score -1.816076e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125410 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -18160886.000000 Penalty: 3858.297119
	Iteration 22Q: 3 clusters Score -1.816089e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127310 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -18160718.000000 Penalty: 3858.297119
	Iteration 23Q: 3 clusters Score -1.816072e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128945 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -18160564.000000 Penalty: 3858.297119
	Iteration 24Q: 3 clusters Score -1.816056e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130319 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -18160382.000000 Penalty: 3858.297119
	Iteration 25Q: 3 clusters Score -1.816038e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131463 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -18160054.000000 Penalty: 3858.297119
	Iteration 26Q: 3 clusters Score -1.816005e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132390 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -18159860.000000 Penalty: 3858.297119
	Iteration 27Q: 3 clusters Score -1.815986e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133142 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -18159570.000000 Penalty: 3858.297119
	Iteration 28Q: 3 clusters Score -1.815957e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133738 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -18159374.000000 Penalty: 3858.297119
	Iteration 29Q: 3 clusters Score -1.815937e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134206 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -18159160.000000 Penalty: 3858.297119
	Iteration 30Q: 3 clusters Score -1.815916e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134614 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -18158916.000000 Penalty: 3858.297119
	Iteration 31Q: 3 clusters Score -1.815892e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134952 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -18158664.000000 Penalty: 3858.297119
	Iteration 32Q: 3 clusters Score -1.815866e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135244 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -18158484.000000 Penalty: 3858.297119
	Iteration 33Q: 3 clusters Score -1.815848e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135495 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -18158374.000000 Penalty: 3858.297119
	Iteration 34Q: 3 clusters Score -1.815837e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135705 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -18158308.000000 Penalty: 3858.297119
	Iteration 35Q: 3 clusters Score -1.815831e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135869 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -18158208.000000 Penalty: 3858.297119
	Iteration 36Q: 3 clusters Score -1.815821e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136013 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -18158120.000000 Penalty: 3858.297119
	Iteration 37Q: 3 clusters Score -1.815812e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136125 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -18158102.000000 Penalty: 3858.297119
	Iteration 38Q: 3 clusters Score -1.81581e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136241 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -18158072.000000 Penalty: 3858.297119
	Iteration 39Q: 3 clusters Score -1.815807e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136341 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -18158010.000000 Penalty: 3858.297119
	Iteration 40F: 3 clusters Score -1.815801e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136439 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -18157998.000000 Penalty: 3858.297119
	Iteration 41Q: 3 clusters Score -1.8158e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136541 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -18157932.000000 Penalty: 3858.297119
	Iteration 42Q: 3 clusters Score -1.815793e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136622 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -18157892.000000 Penalty: 3858.297119
	Iteration 43Q: 3 clusters Score -1.815789e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136691 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -18157862.000000 Penalty: 3858.297119
	Iteration 44Q: 3 clusters Score -1.815786e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136751 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -18157860.000000 Penalty: 3858.297119
	Iteration 45Q: 3 clusters Score -1.815786e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136812 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -18157848.000000 Penalty: 3858.297119
	Iteration 46Q: 3 clusters Score -1.815785e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136860 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -18157814.000000 Penalty: 3858.297119
	Iteration 47Q: 3 clusters Score -1.815781e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136903 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -18157802.000000 Penalty: 3858.297119
	Iteration 48Q: 3 clusters Score -1.81578e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136939 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -18157770.000000 Penalty: 3858.297119
	Iteration 49Q: 3 clusters Score -1.815777e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136976 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -18157776.000000 Penalty: 3858.297119
	Iteration 50Q: 3 clusters Score -1.815778e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137013 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -18157730.000000 Penalty: 3858.297119
	Iteration 51Q: 3 clusters Score -1.815773e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137047 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -18157708.000000 Penalty: 3858.297119
	Iteration 52Q: 3 clusters Score -1.815771e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137068 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -18157696.000000 Penalty: 3858.297119
	Iteration 53Q: 3 clusters Score -1.81577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137081 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -18157676.000000 Penalty: 3858.297119
	Iteration 54Q: 3 clusters Score -1.815768e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137097 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -18157662.000000 Penalty: 3858.297119
	Iteration 55Q: 3 clusters Score -1.815766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137107 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -18157666.000000 Penalty: 3858.297119
	Iteration 56Q: 3 clusters Score -1.815767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137117 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -18157648.000000 Penalty: 3858.297119
	Iteration 57Q: 3 clusters Score -1.815765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137124 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -18157638.000000 Penalty: 3858.297119
	Iteration 58Q: 3 clusters Score -1.815764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137131 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -18157642.000000 Penalty: 3858.297119
	Iteration 59Q: 3 clusters Score -1.815764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137136 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -18157642.000000 Penalty: 3858.297119
	Iteration 60F: 3 clusters Score -1.815764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137142 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -18157632.000000 Penalty: 3858.297119
	Iteration 61Q: 3 clusters Score -1.815763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137145 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -18157634.000000 Penalty: 3858.297119
	Iteration 62Q: 3 clusters Score -1.815763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137151 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -18157620.000000 Penalty: 3858.297119
	Iteration 63Q: 3 clusters Score -1.815762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137154 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -18157616.000000 Penalty: 3858.297119
	Iteration 64Q: 3 clusters Score -1.815762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137158 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -18157612.000000 Penalty: 3858.297119
	Iteration 65Q: 3 clusters Score -1.815761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137162 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -18157622.000000 Penalty: 3858.297119
	Iteration 66Q: 3 clusters Score -1.815762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137166 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -18157626.000000 Penalty: 3858.297119
	Iteration 67Q: 3 clusters Score -1.815763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137167 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -18157632.000000 Penalty: 3858.297119
	Iteration 68Q: 3 clusters Score -1.815763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137167 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -18157632.000000 Penalty: 3858.297119
	Iteration 69F: 3 clusters Score -1.815763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 114158 members 
Mstep: Class 3 contains 23817 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 11337 members 
Mstep: Class 6 contains 129004 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 139325 members 
Mstep: Class 10 contains 137167 members 
Mstep: Class 11 contains 724 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 35460 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 36108 members 
Mstep: Class 17 contains 53859 members 
Mstep: Class 18 contains 4948 members 
Mstep: Class 19 contains 33926 members 
Mstep: Class 20 contains 17114 members 
Mstep: Class 21 contains 7184 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 242 members 
Mstep: Class 24 contains 1982 members 
Mstep: Class 25 contains 53293 members 
Mstep: Class 26 contains 30609 members 
Mstep: Class 27 contains 5988 members 
Entering Unmasked Estep 
Score: -108857152.000000 Penalty: 60078.925781
Splitting cluster 10 changes total score from -108842656.000000 to -108857152.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -66542.898438 Penalty: 1070.028564
	Iteration 0F: 2 clusters Score -66542.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65637.828125 Penalty: 2140.057129
	Iteration 0F: 3 clusters Score -65637.83 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -66632.000000 Penalty: 2140.057129
	Iteration 1F: 3 clusters Score -66632 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -67347.609375 Penalty: 2140.057129
	Iteration 2F: 3 clusters Score -67347.61 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -67830.523438 Penalty: 2140.057129
	Iteration 3F: 3 clusters Score -67830.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -68133.445312 Penalty: 2140.057129
	Iteration 4F: 3 clusters Score -68133.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -68259.984375 Penalty: 2140.057129
	Iteration 5Q: 3 clusters Score -68259.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -68302.921875 Penalty: 2140.057129
	Iteration 6Q: 3 clusters Score -68302.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -68348.257812 Penalty: 2140.057129
	Iteration 7Q: 3 clusters Score -68348.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68394.101562 Penalty: 2140.057129
	Iteration 8Q: 3 clusters Score -68394.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -68420.750000 Penalty: 2140.057129
	Iteration 9Q: 3 clusters Score -68420.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68457.031250 Penalty: 2140.057129
	Iteration 10Q: 3 clusters Score -68457.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68521.914062 Penalty: 2140.057129
	Iteration 11Q: 3 clusters Score -68521.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68534.460938 Penalty: 2140.057129
	Iteration 12Q: 3 clusters Score -68534.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68537.359375 Penalty: 2140.057129
	Iteration 13Q: 3 clusters Score -68537.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68539.960938 Penalty: 2140.057129
	Iteration 14Q: 3 clusters Score -68539.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -68541.500000 Penalty: 2140.057129
	Iteration 15Q: 3 clusters Score -68541.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -68541.500000 Penalty: 2140.057129
	Iteration 16F: 3 clusters Score -68541.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 114158 members 
Mstep: Class 3 contains 23817 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 11337 members 
Mstep: Class 6 contains 129004 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 139325 members 
Mstep: Class 10 contains 137167 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 35460 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 36108 members 
Mstep: Class 17 contains 53859 members 
Mstep: Class 18 contains 4948 members 
Mstep: Class 19 contains 33926 members 
Mstep: Class 20 contains 17114 members 
Mstep: Class 21 contains 7184 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 242 members 
Mstep: Class 24 contains 1982 members 
Mstep: Class 25 contains 53293 members 
Mstep: Class 26 contains 30609 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 412 members 
Entering Unmasked Estep 
Score: -108857680.000000 Penalty: 62304.070312
Splitting cluster 11 changes total score from -108842656.000000 to -108857680.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (15065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Entering Unmasked Estep 
Score: -1884818.000000 Penalty: 1563.271118
	Iteration 0F: 2 clusters Score -1884818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1874426.500000 Penalty: 3126.542236
	Iteration 0F: 3 clusters Score -1874426 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1877994.875000 Penalty: 3126.542236
	Iteration 1F: 3 clusters Score -1877995 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1878346.750000 Penalty: 3126.542236
	Iteration 2F: 3 clusters Score -1878347 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1878646.375000 Penalty: 3126.542236
	Iteration 3Q: 3 clusters Score -1878646 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1878975.625000 Penalty: 3126.542236
	Iteration 4Q: 3 clusters Score -1878976 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1879382.750000 Penalty: 3126.542236
	Iteration 5F: 3 clusters Score -1879383 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1879851.500000 Penalty: 3126.542236
	Iteration 6F: 3 clusters Score -1879852 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1880424.000000 Penalty: 3126.542236
	Iteration 7F: 3 clusters Score -1880424 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1881047.375000 Penalty: 3126.542236
	Iteration 8F: 3 clusters Score -1881047 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1881701.500000 Penalty: 3126.542236
	Iteration 9F: 3 clusters Score -1881702 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1882307.000000 Penalty: 3126.542236
	Iteration 10Q: 3 clusters Score -1882307 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1882807.375000 Penalty: 3126.542236
	Iteration 11Q: 3 clusters Score -1882807 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1883138.625000 Penalty: 3126.542236
	Iteration 12Q: 3 clusters Score -1883139 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1883333.625000 Penalty: 3126.542236
	Iteration 13Q: 3 clusters Score -1883334 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1883441.500000 Penalty: 3126.542236
	Iteration 14Q: 3 clusters Score -1883442 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1883503.875000 Penalty: 3126.542236
	Iteration 15Q: 3 clusters Score -1883504 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1883544.125000 Penalty: 3126.542236
	Iteration 16Q: 3 clusters Score -1883544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1883564.250000 Penalty: 3126.542236
	Iteration 17Q: 3 clusters Score -1883564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1883570.000000 Penalty: 3126.542236
	Iteration 18Q: 3 clusters Score -1883570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1883583.375000 Penalty: 3126.542236
	Iteration 19Q: 3 clusters Score -1883583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1883591.375000 Penalty: 3126.542236
	Iteration 20F: 3 clusters Score -1883591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1883595.125000 Penalty: 3126.542236
	Iteration 21Q: 3 clusters Score -1883595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1883605.375000 Penalty: 3126.542236
	Iteration 22Q: 3 clusters Score -1883605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1883606.875000 Penalty: 3126.542236
	Iteration 23Q: 3 clusters Score -1883607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1883610.500000 Penalty: 3126.542236
	Iteration 24Q: 3 clusters Score -1883610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1883614.250000 Penalty: 3126.542236
	Iteration 25Q: 3 clusters Score -1883614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1883618.125000 Penalty: 3126.542236
	Iteration 26Q: 3 clusters Score -1883618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1883621.375000 Penalty: 3126.542236
	Iteration 27Q: 3 clusters Score -1883621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1883620.875000 Penalty: 3126.542236
	Iteration 28Q: 3 clusters Score -1883621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1883621.125000 Penalty: 3126.542236
	Iteration 29Q: 3 clusters Score -1883621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1883623.875000 Penalty: 3126.542236
	Iteration 30Q: 3 clusters Score -1883624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1883624.250000 Penalty: 3126.542236
	Iteration 31Q: 3 clusters Score -1883624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1883626.000000 Penalty: 3126.542236
	Iteration 32Q: 3 clusters Score -1883626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1883626.750000 Penalty: 3126.542236
	Iteration 33Q: 3 clusters Score -1883627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1883626.750000 Penalty: 3126.542236
	Iteration 34F: 3 clusters Score -1883627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Entering Unmasked Estep 
Score: -4159144.750000 Penalty: 1702.376221
	Iteration 0F: 2 clusters Score -4159145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -4135271.250000 Penalty: 3404.752441
	Iteration 0F: 3 clusters Score -4135271 nChanged 16410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -4145057.000000 Penalty: 3404.752441
	Iteration 1F: 3 clusters Score -4145057 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -4146376.500000 Penalty: 3404.752441
	Iteration 2F: 3 clusters Score -4146376 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4147863.750000 Penalty: 3404.752441
	Iteration 3F: 3 clusters Score -4147864 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4149497.250000 Penalty: 3404.752441
	Iteration 4F: 3 clusters Score -4149497 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -4151272.250000 Penalty: 3404.752441
	Iteration 5F: 3 clusters Score -4151272 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -4152890.500000 Penalty: 3404.752441
	Iteration 6F: 3 clusters Score -4152890 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -4154181.750000 Penalty: 3404.752441
	Iteration 7F: 3 clusters Score -4154182 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -4155186.250000 Penalty: 3404.752441
	Iteration 8Q: 3 clusters Score -4155186 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -4155961.500000 Penalty: 3404.752441
	Iteration 9Q: 3 clusters Score -4155962 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -4156578.000000 Penalty: 3404.752441
	Iteration 10Q: 3 clusters Score -4156578 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -4157041.750000 Penalty: 3404.752441
	Iteration 11Q: 3 clusters Score -4157042 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -4157351.750000 Penalty: 3404.752441
	Iteration 12Q: 3 clusters Score -4157352 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -4157584.500000 Penalty: 3404.752441
	Iteration 13Q: 3 clusters Score -4157584 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -4157726.250000 Penalty: 3404.752441
	Iteration 14Q: 3 clusters Score -4157726 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -4157847.000000 Penalty: 3404.752441
	Iteration 15Q: 3 clusters Score -4157847 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -4157928.250000 Penalty: 3404.752441
	Iteration 16Q: 3 clusters Score -4157928 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -4157993.000000 Penalty: 3404.752441
	Iteration 17Q: 3 clusters Score -4157993 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -4158041.250000 Penalty: 3404.752441
	Iteration 18Q: 3 clusters Score -4158041 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -4158080.750000 Penalty: 3404.752441
	Iteration 19Q: 3 clusters Score -4158081 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -4158101.750000 Penalty: 3404.752441
	Iteration 20F: 3 clusters Score -4158102 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -4158099.250000 Penalty: 3404.752441
	Iteration 21Q: 3 clusters Score -4158099 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4158122.500000 Penalty: 3404.752441
	Iteration 22Q: 3 clusters Score -4158122 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -4158122.000000 Penalty: 3404.752441
	Iteration 23Q: 3 clusters Score -4158122 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -4158146.000000 Penalty: 3404.752441
	Iteration 24Q: 3 clusters Score -4158146 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -4158149.000000 Penalty: 3404.752441
	Iteration 25Q: 3 clusters Score -4158149 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -4158163.000000 Penalty: 3404.752441
	Iteration 26Q: 3 clusters Score -4158163 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -4158175.000000 Penalty: 3404.752441
	Iteration 27Q: 3 clusters Score -4158175 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -4158167.750000 Penalty: 3404.752441
	Iteration 28Q: 3 clusters Score -4158168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -4158173.500000 Penalty: 3404.752441
	Iteration 29Q: 3 clusters Score -4158174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4158187.500000 Penalty: 3404.752441
	Iteration 30Q: 3 clusters Score -4158188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -4158182.250000 Penalty: 3404.752441
	Iteration 31Q: 3 clusters Score -4158182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -4158180.750000 Penalty: 3404.752441
	Iteration 32Q: 3 clusters Score -4158181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -4158176.500000 Penalty: 3404.752441
	Iteration 33Q: 3 clusters Score -4158176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -4158187.000000 Penalty: 3404.752441
	Iteration 34Q: 3 clusters Score -4158187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -4158191.750000 Penalty: 3404.752441
	Iteration 35Q: 3 clusters Score -4158192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -4158193.000000 Penalty: 3404.752441
	Iteration 36Q: 3 clusters Score -4158193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -4158193.250000 Penalty: 3404.752441
	Iteration 37Q: 3 clusters Score -4158193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -4158183.000000 Penalty: 3404.752441
	Iteration 38Q: 3 clusters Score -4158183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -4158175.000000 Penalty: 3404.752441
	Iteration 39Q: 3 clusters Score -4158175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -4158182.250000 Penalty: 3404.752441
	Iteration 40F: 3 clusters Score -4158182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -4158190.000000 Penalty: 3404.752441
	Iteration 41Q: 3 clusters Score -4158190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -4158187.000000 Penalty: 3404.752441
	Iteration 42Q: 3 clusters Score -4158187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -4158191.500000 Penalty: 3404.752441
	Iteration 43Q: 3 clusters Score -4158192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -4158190.500000 Penalty: 3404.752441
	Iteration 44Q: 3 clusters Score -4158190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -4158197.000000 Penalty: 3404.752441
	Iteration 45Q: 3 clusters Score -4158197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -4158188.250000 Penalty: 3404.752441
	Iteration 46Q: 3 clusters Score -4158188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -4158192.000000 Penalty: 3404.752441
	Iteration 47Q: 3 clusters Score -4158192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -4158200.250000 Penalty: 3404.752441
	Iteration 48Q: 3 clusters Score -4158200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -4158202.750000 Penalty: 3404.752441
	Iteration 49Q: 3 clusters Score -4158203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -4158200.250000 Penalty: 3404.752441
	Iteration 50Q: 3 clusters Score -4158200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -4158203.250000 Penalty: 3404.752441
	Iteration 51Q: 3 clusters Score -4158203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -4158203.250000 Penalty: 3404.752441
	Iteration 52F: 3 clusters Score -4158203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1013037.187500 Penalty: 1460.946655
	Iteration 0F: 2 clusters Score -1013037 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 3971 members 
Entering Unmasked Estep 
Score: -1007167.437500 Penalty: 2921.893311
	Iteration 0F: 3 clusters Score -1007167 nChanged 3345
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: -1008979.625000 Penalty: 2921.893311
	Iteration 1F: 3 clusters Score -1008980 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1009309.250000 Penalty: 2921.893311
	Iteration 2F: 3 clusters Score -1009309 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1009629.687500 Penalty: 2921.893311
	Iteration 3F: 3 clusters Score -1009630 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1009942.625000 Penalty: 2921.893311
	Iteration 4F: 3 clusters Score -1009943 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1010251.625000 Penalty: 2921.893311
	Iteration 5F: 3 clusters Score -1010252 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1010521.500000 Penalty: 2921.893311
	Iteration 6F: 3 clusters Score -1010522 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1010744.437500 Penalty: 2921.893311
	Iteration 7Q: 3 clusters Score -1010744 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1010907.125000 Penalty: 2921.893311
	Iteration 8Q: 3 clusters Score -1010907 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1011032.875000 Penalty: 2921.893311
	Iteration 9Q: 3 clusters Score -1011033 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1011125.500000 Penalty: 2921.893311
	Iteration 10Q: 3 clusters Score -1011126 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1011203.125000 Penalty: 2921.893311
	Iteration 11Q: 3 clusters Score -1011203 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1011260.937500 Penalty: 2921.893311
	Iteration 12Q: 3 clusters Score -1011261 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1011318.312500 Penalty: 2921.893311
	Iteration 13Q: 3 clusters Score -1011318 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1011357.875000 Penalty: 2921.893311
	Iteration 14Q: 3 clusters Score -1011358 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1011395.812500 Penalty: 2921.893311
	Iteration 15Q: 3 clusters Score -1011396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1011428.437500 Penalty: 2921.893311
	Iteration 16Q: 3 clusters Score -1011428 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1011458.500000 Penalty: 2921.893311
	Iteration 17Q: 3 clusters Score -1011458 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1011482.625000 Penalty: 2921.893311
	Iteration 18Q: 3 clusters Score -1011483 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1011503.500000 Penalty: 2921.893311
	Iteration 19Q: 3 clusters Score -1011504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1011528.250000 Penalty: 2921.893311
	Iteration 20F: 3 clusters Score -1011528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1011543.312500 Penalty: 2921.893311
	Iteration 21Q: 3 clusters Score -1011543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1011559.000000 Penalty: 2921.893311
	Iteration 22Q: 3 clusters Score -1011559 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1011566.812500 Penalty: 2921.893311
	Iteration 23Q: 3 clusters Score -1011567 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1011579.437500 Penalty: 2921.893311
	Iteration 24Q: 3 clusters Score -1011579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1011588.375000 Penalty: 2921.893311
	Iteration 25Q: 3 clusters Score -1011588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1011601.875000 Penalty: 2921.893311
	Iteration 26Q: 3 clusters Score -1011602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1011615.812500 Penalty: 2921.893311
	Iteration 27Q: 3 clusters Score -1011616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1011628.312500 Penalty: 2921.893311
	Iteration 28Q: 3 clusters Score -1011628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1011641.937500 Penalty: 2921.893311
	Iteration 29Q: 3 clusters Score -1011642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1011657.562500 Penalty: 2921.893311
	Iteration 30Q: 3 clusters Score -1011658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1011674.312500 Penalty: 2921.893311
	Iteration 31Q: 3 clusters Score -1011674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1011690.937500 Penalty: 2921.893311
	Iteration 32Q: 3 clusters Score -1011691 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1011704.687500 Penalty: 2921.893311
	Iteration 33Q: 3 clusters Score -1011705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1011719.937500 Penalty: 2921.893311
	Iteration 34Q: 3 clusters Score -1011720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1011729.687500 Penalty: 2921.893311
	Iteration 35Q: 3 clusters Score -1011730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1011738.562500 Penalty: 2921.893311
	Iteration 36Q: 3 clusters Score -1011739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1011747.125000 Penalty: 2921.893311
	Iteration 37Q: 3 clusters Score -1011747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1011755.687500 Penalty: 2921.893311
	Iteration 38Q: 3 clusters Score -1011756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1011764.000000 Penalty: 2921.893311
	Iteration 39Q: 3 clusters Score -1011764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1011775.750000 Penalty: 2921.893311
	Iteration 40F: 3 clusters Score -1011776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1011785.562500 Penalty: 2921.893311
	Iteration 41Q: 3 clusters Score -1011786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1011801.500000 Penalty: 2921.893311
	Iteration 42Q: 3 clusters Score -1011802 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1011817.312500 Penalty: 2921.893311
	Iteration 43Q: 3 clusters Score -1011817 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1011833.625000 Penalty: 2921.893311
	Iteration 44Q: 3 clusters Score -1011834 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1011845.312500 Penalty: 2921.893311
	Iteration 45Q: 3 clusters Score -1011845 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1011856.875000 Penalty: 2921.893311
	Iteration 46Q: 3 clusters Score -1011857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1011866.187500 Penalty: 2921.893311
	Iteration 47Q: 3 clusters Score -1011866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1011870.312500 Penalty: 2921.893311
	Iteration 48Q: 3 clusters Score -1011870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1011881.437500 Penalty: 2921.893311
	Iteration 49Q: 3 clusters Score -1011881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1011888.875000 Penalty: 2921.893311
	Iteration 50Q: 3 clusters Score -1011889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1011894.500000 Penalty: 2921.893311
	Iteration 51Q: 3 clusters Score -1011894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1011904.437500 Penalty: 2921.893311
	Iteration 52Q: 3 clusters Score -1011904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1011909.125000 Penalty: 2921.893311
	Iteration 53Q: 3 clusters Score -1011909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1011915.312500 Penalty: 2921.893311
	Iteration 54Q: 3 clusters Score -1011915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1011918.375000 Penalty: 2921.893311
	Iteration 55Q: 3 clusters Score -1011918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1011924.562500 Penalty: 2921.893311
	Iteration 56Q: 3 clusters Score -1011925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1011932.187500 Penalty: 2921.893311
	Iteration 57Q: 3 clusters Score -1011932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1011939.750000 Penalty: 2921.893311
	Iteration 58Q: 3 clusters Score -1011940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1011943.250000 Penalty: 2921.893311
	Iteration 59Q: 3 clusters Score -1011943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1011946.562500 Penalty: 2921.893311
	Iteration 60F: 3 clusters Score -1011947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1011949.000000 Penalty: 2921.893311
	Iteration 61Q: 3 clusters Score -1011949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1011956.187500 Penalty: 2921.893311
	Iteration 62Q: 3 clusters Score -1011956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1011958.250000 Penalty: 2921.893311
	Iteration 63Q: 3 clusters Score -1011958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1011960.062500 Penalty: 2921.893311
	Iteration 64Q: 3 clusters Score -1011960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1011961.187500 Penalty: 2921.893311
	Iteration 65Q: 3 clusters Score -1011961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1011960.937500 Penalty: 2921.893311
	Iteration 66Q: 3 clusters Score -1011961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1011962.312500 Penalty: 2921.893311
	Iteration 67Q: 3 clusters Score -1011962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1011961.062500 Penalty: 2921.893311
	Iteration 68Q: 3 clusters Score -1011961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1011960.812500 Penalty: 2921.893311
	Iteration 69Q: 3 clusters Score -1011961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1011960.812500 Penalty: 2921.893311
	Iteration 70F: 3 clusters Score -1011961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Entering Unmasked Estep 
Score: -1200222.250000 Penalty: 1488.088379
	Iteration 0F: 2 clusters Score -1200222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1193407.375000 Penalty: 2976.176758
	Iteration 0F: 3 clusters Score -1193407 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1195677.375000 Penalty: 2976.176758
	Iteration 1F: 3 clusters Score -1195677 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1196100.375000 Penalty: 2976.176758
	Iteration 2F: 3 clusters Score -1196100 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1196548.250000 Penalty: 2976.176758
	Iteration 3F: 3 clusters Score -1196548 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1196967.500000 Penalty: 2976.176758
	Iteration 4F: 3 clusters Score -1196968 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1197431.125000 Penalty: 2976.176758
	Iteration 5F: 3 clusters Score -1197431 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1197889.625000 Penalty: 2976.176758
	Iteration 6F: 3 clusters Score -1197890 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1198348.125000 Penalty: 2976.176758
	Iteration 7F: 3 clusters Score -1198348 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1198706.625000 Penalty: 2976.176758
	Iteration 8Q: 3 clusters Score -1198707 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1199018.125000 Penalty: 2976.176758
	Iteration 9Q: 3 clusters Score -1199018 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1199237.250000 Penalty: 2976.176758
	Iteration 10Q: 3 clusters Score -1199237 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1199415.125000 Penalty: 2976.176758
	Iteration 11Q: 3 clusters Score -1199415 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1199525.000000 Penalty: 2976.176758
	Iteration 12Q: 3 clusters Score -1199525 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1199610.750000 Penalty: 2976.176758
	Iteration 13Q: 3 clusters Score -1199611 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1199660.875000 Penalty: 2976.176758
	Iteration 14Q: 3 clusters Score -1199661 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1199709.750000 Penalty: 2976.176758
	Iteration 15Q: 3 clusters Score -1199710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1199736.750000 Penalty: 2976.176758
	Iteration 16Q: 3 clusters Score -1199737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1199761.875000 Penalty: 2976.176758
	Iteration 17Q: 3 clusters Score -1199762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1199770.250000 Penalty: 2976.176758
	Iteration 18Q: 3 clusters Score -1199770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1199778.875000 Penalty: 2976.176758
	Iteration 19Q: 3 clusters Score -1199779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1199787.375000 Penalty: 2976.176758
	Iteration 20F: 3 clusters Score -1199787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1199795.500000 Penalty: 2976.176758
	Iteration 21Q: 3 clusters Score -1199796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1199803.125000 Penalty: 2976.176758
	Iteration 22Q: 3 clusters Score -1199803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1199814.125000 Penalty: 2976.176758
	Iteration 23Q: 3 clusters Score -1199814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1199829.500000 Penalty: 2976.176758
	Iteration 24Q: 3 clusters Score -1199830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1199843.125000 Penalty: 2976.176758
	Iteration 25Q: 3 clusters Score -1199843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1199852.250000 Penalty: 2976.176758
	Iteration 26Q: 3 clusters Score -1199852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1199856.000000 Penalty: 2976.176758
	Iteration 27Q: 3 clusters Score -1199856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1199858.250000 Penalty: 2976.176758
	Iteration 28Q: 3 clusters Score -1199858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1199858.750000 Penalty: 2976.176758
	Iteration 29Q: 3 clusters Score -1199859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1199864.500000 Penalty: 2976.176758
	Iteration 30Q: 3 clusters Score -1199864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1199865.000000 Penalty: 2976.176758
	Iteration 31Q: 3 clusters Score -1199865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1199866.125000 Penalty: 2976.176758
	Iteration 32Q: 3 clusters Score -1199866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1199866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1199866.125000 Penalty: 2976.176758
	Iteration 34F: 3 clusters Score -1199866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Entering Unmasked Estep 
Score: -4552298.000000 Penalty: 1705.318726
	Iteration 0F: 2 clusters Score -4552298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -4528161.500000 Penalty: 3410.637451
	Iteration 0F: 3 clusters Score -4528162 nChanged 16812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4538264 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -4539504 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -4541073 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -4542899.500000 Penalty: 3410.637451
	Iteration 4F: 3 clusters Score -4542900 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -4544753.000000 Penalty: 3410.637451
	Iteration 5F: 3 clusters Score -4544753 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -4546238.000000 Penalty: 3410.637451
	Iteration 6F: 3 clusters Score -4546238 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -4547254.000000 Penalty: 3410.637451
	Iteration 7F: 3 clusters Score -4547254 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -4547855.500000 Penalty: 3410.637451
	Iteration 8Q: 3 clusters Score -4547856 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -4548289.000000 Penalty: 3410.637451
	Iteration 9Q: 3 clusters Score -4548289 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -4548748.000000 Penalty: 3410.637451
	Iteration 10Q: 3 clusters Score -4548748 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -4549320.000000 Penalty: 3410.637451
	Iteration 11Q: 3 clusters Score -4549320 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -4550123.000000 Penalty: 3410.637451
	Iteration 12Q: 3 clusters Score -4550123 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4551467.000000 Penalty: 3410.637451
	Iteration 13Q: 3 clusters Score -4551467 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -4553353.500000 Penalty: 3410.637451
	Iteration 14Q: 3 clusters Score -4553354 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -4555010.000000 Penalty: 3410.637451
	Iteration 15Q: 3 clusters Score -4555010 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -4555531.000000 Penalty: 3410.637451
	Iteration 16Q: 3 clusters Score -4555531 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -4555685.000000 Penalty: 3410.637451
	Iteration 17Q: 3 clusters Score -4555685 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -4555790.500000 Penalty: 3410.637451
	Iteration 18Q: 3 clusters Score -4555790 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -4555848.500000 Penalty: 3410.637451
	Iteration 19Q: 3 clusters Score -4555848 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -4555872.500000 Penalty: 3410.637451
	Iteration 20F: 3 clusters Score -4555872 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -4555874.000000 Penalty: 3410.637451
	Iteration 21Q: 3 clusters Score -4555874 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -4555904.500000 Penalty: 3410.637451
	Iteration 22Q: 3 clusters Score -4555904 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -4555915.500000 Penalty: 3410.637451
	Iteration 23Q: 3 clusters Score -4555916 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -4555925.000000 Penalty: 3410.637451
	Iteration 24Q: 3 clusters Score -4555925 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -4555932.000000 Penalty: 3410.637451
	Iteration 25Q: 3 clusters Score -4555932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -4555924.500000 Penalty: 3410.637451
	Iteration 26Q: 3 clusters Score -4555924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -4555946.000000 Penalty: 3410.637451
	Iteration 27Q: 3 clusters Score -4555946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -4555948.000000 Penalty: 3410.637451
	Iteration 28Q: 3 clusters Score -4555948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -4555956.000000 Penalty: 3410.637451
	Iteration 29Q: 3 clusters Score -4555956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -4555958.500000 Penalty: 3410.637451
	Iteration 30Q: 3 clusters Score -4555958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -4555950.500000 Penalty: 3410.637451
	Iteration 31Q: 3 clusters Score -4555950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -4555940.500000 Penalty: 3410.637451
	Iteration 32Q: 3 clusters Score -4555940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -4555942.500000 Penalty: 3410.637451
	Iteration 33Q: 3 clusters Score -4555942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -4555959.500000 Penalty: 3410.637451
	Iteration 34Q: 3 clusters Score -4555960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -4555966.000000 Penalty: 3410.637451
	Iteration 35Q: 3 clusters Score -4555966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -4555965.500000 Penalty: 3410.637451
	Iteration 36Q: 3 clusters Score -4555966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -4555977.500000 Penalty: 3410.637451
	Iteration 37Q: 3 clusters Score -4555978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -4555966.500000 Penalty: 3410.637451
	Iteration 38Q: 3 clusters Score -4555966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -4555978.000000 Penalty: 3410.637451
	Iteration 39Q: 3 clusters Score -4555978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -4555972.000000 Penalty: 3410.637451
	Iteration 40F: 3 clusters Score -4555972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -4555970.500000 Penalty: 3410.637451
	Iteration 41Q: 3 clusters Score -4555970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -4555968.500000 Penalty: 3410.637451
	Iteration 42Q: 3 clusters Score -4555968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -4555976.000000 Penalty: 3410.637451
	Iteration 43Q: 3 clusters Score -4555976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -4555978.000000 Penalty: 3410.637451
	Iteration 44Q: 3 clusters Score -4555978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -4555987.500000 Penalty: 3410.637451
	Iteration 45Q: 3 clusters Score -4555988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -4555989.500000 Penalty: 3410.637451
	Iteration 46Q: 3 clusters Score -4555990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -4555990.000000 Penalty: 3410.637451
	Iteration 47Q: 3 clusters Score -4555990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -4555989.500000 Penalty: 3410.637451
	Iteration 48Q: 3 clusters Score -4555990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -4555995.000000 Penalty: 3410.637451
	Iteration 49Q: 3 clusters Score -4555995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -4555986.000000 Penalty: 3410.637451
	Iteration 50Q: 3 clusters Score -4555986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -4555985.000000 Penalty: 3410.637451
	Iteration 51Q: 3 clusters Score -4555985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -4555995.000000 Penalty: 3410.637451
	Iteration 52Q: 3 clusters Score -4555995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -4555994.500000 Penalty: 3410.637451
	Iteration 53Q: 3 clusters Score -4555994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -4555991.000000 Penalty: 3410.637451
	Iteration 54Q: 3 clusters Score -4555991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -4555990.500000 Penalty: 3410.637451
	Iteration 55Q: 3 clusters Score -4555990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -4555989.500000 Penalty: 3410.637451
	Iteration 56Q: 3 clusters Score -4555990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -4555984.500000 Penalty: 3410.637451
	Iteration 57Q: 3 clusters Score -4555984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -4555989.500000 Penalty: 3410.637451
	Iteration 58Q: 3 clusters Score -4555990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -4555992.500000 Penalty: 3410.637451
	Iteration 59Q: 3 clusters Score -4555992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -4555989.500000 Penalty: 3410.637451
	Iteration 60F: 3 clusters Score -4555990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -4555989.000000 Penalty: 3410.637451
	Iteration 61Q: 3 clusters Score -4555989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -4555986.000000 Penalty: 3410.637451
	Iteration 62Q: 3 clusters Score -4555986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -4555981.500000 Penalty: 3410.637451
	Iteration 63Q: 3 clusters Score -4555982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -4555985.000000 Penalty: 3410.637451
	Iteration 64Q: 3 clusters Score -4555985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -4555987.000000 Penalty: 3410.637451
	Iteration 65Q: 3 clusters Score -4555987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -4555986.000000 Penalty: 3410.637451
	Iteration 66Q: 3 clusters Score -4555986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -4555982.500000 Penalty: 3410.637451
	Iteration 67Q: 3 clusters Score -4555982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -4555982.500000 Penalty: 3410.637451
	Iteration 68Q: 3 clusters Score -4555982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -4555981.000000 Penalty: 3410.637451
	Iteration 69Q: 3 clusters Score -4555981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -4555981.000000 Penalty: 3410.637451
	Iteration 70F: 3 clusters Score -4555981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 114158 members 
Mstep: Class 3 contains 23817 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 11337 members 
Mstep: Class 6 contains 129004 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 139325 members 
Mstep: Class 10 contains 137167 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 35460 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 26396 members 
Mstep: Class 17 contains 53859 members 
Mstep: Class 18 contains 4948 members 
Mstep: Class 19 contains 33926 members 
Mstep: Class 20 contains 17114 members 
Mstep: Class 21 contains 7184 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 242 members 
Mstep: Class 24 contains 1982 members 
Mstep: Class 25 contains 53293 members 
Mstep: Class 26 contains 30609 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 9712 members 
Entering Unmasked Estep 
Score: -108861296.000000 Penalty: 64529.214844
Splitting cluster 16 changes total score from -108842656.000000 to -108861296.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (53859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Entering Unmasked Estep 
Score: -6865688.500000 Penalty: 1770.295288
	Iteration 0F: 2 clusters Score -6865688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -6829589.500000 Penalty: 3540.590576
	Iteration 0F: 3 clusters Score -6829590 nChanged 25364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -6844728.000000 Penalty: 3540.590576
	Iteration 1F: 3 clusters Score -6844728 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -6845944.500000 Penalty: 3540.590576
	Iteration 2Q: 3 clusters Score -6845944 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -6847492.500000 Penalty: 3540.590576
	Iteration 3F: 3 clusters Score -6847492 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -6849523.500000 Penalty: 3540.590576
	Iteration 4F: 3 clusters Score -6849524 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -6851930.500000 Penalty: 3540.590576
	Iteration 5F: 3 clusters Score -6851930 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -6854503.000000 Penalty: 3540.590576
	Iteration 6F: 3 clusters Score -6854503 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -6856646.000000 Penalty: 3540.590576
	Iteration 7F: 3 clusters Score -6856646 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -6858377.500000 Penalty: 3540.590576
	Iteration 8F: 3 clusters Score -6858378 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -6859508.500000 Penalty: 3540.590576
	Iteration 9Q: 3 clusters Score -6859508 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -6860199.500000 Penalty: 3540.590576
	Iteration 10Q: 3 clusters Score -6860200 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -6860583.500000 Penalty: 3540.590576
	Iteration 11Q: 3 clusters Score -6860584 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -6860919.500000 Penalty: 3540.590576
	Iteration 12Q: 3 clusters Score -6860920 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -6861290.500000 Penalty: 3540.590576
	Iteration 13Q: 3 clusters Score -6861290 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -6861662.000000 Penalty: 3540.590576
	Iteration 14Q: 3 clusters Score -6861662 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -6862001.000000 Penalty: 3540.590576
	Iteration 15Q: 3 clusters Score -6862001 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -6862358.000000 Penalty: 3540.590576
	Iteration 16Q: 3 clusters Score -6862358 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -6862618.500000 Penalty: 3540.590576
	Iteration 17Q: 3 clusters Score -6862618 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -6862865.500000 Penalty: 3540.590576
	Iteration 18Q: 3 clusters Score -6862866 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -6863045.000000 Penalty: 3540.590576
	Iteration 19Q: 3 clusters Score -6863045 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -6863225.500000 Penalty: 3540.590576
	Iteration 20F: 3 clusters Score -6863226 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -6863331.500000 Penalty: 3540.590576
	Iteration 21Q: 3 clusters Score -6863332 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -6863443.500000 Penalty: 3540.590576
	Iteration 22Q: 3 clusters Score -6863444 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -6863537.000000 Penalty: 3540.590576
	Iteration 23Q: 3 clusters Score -6863537 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -6863620.000000 Penalty: 3540.590576
	Iteration 24Q: 3 clusters Score -6863620 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -6863679.500000 Penalty: 3540.590576
	Iteration 25Q: 3 clusters Score -6863680 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -6863738.000000 Penalty: 3540.590576
	Iteration 26Q: 3 clusters Score -6863738 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -6863736.000000 Penalty: 3540.590576
	Iteration 27Q: 3 clusters Score -6863736 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -6863772.500000 Penalty: 3540.590576
	Iteration 28Q: 3 clusters Score -6863772 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -6863805.000000 Penalty: 3540.590576
	Iteration 29Q: 3 clusters Score -6863805 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -6863827.000000 Penalty: 3540.590576
	Iteration 30Q: 3 clusters Score -6863827 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -6863860.500000 Penalty: 3540.590576
	Iteration 31Q: 3 clusters Score -6863860 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -6863857.000000 Penalty: 3540.590576
	Iteration 32Q: 3 clusters Score -6863857 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -6863877.500000 Penalty: 3540.590576
	Iteration 33Q: 3 clusters Score -6863878 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -6863880.000000 Penalty: 3540.590576
	Iteration 34Q: 3 clusters Score -6863880 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -6863870.000000 Penalty: 3540.590576
	Iteration 35Q: 3 clusters Score -6863870 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -6863884.000000 Penalty: 3540.590576
	Iteration 36Q: 3 clusters Score -6863884 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -6863892.000000 Penalty: 3540.590576
	Iteration 37Q: 3 clusters Score -6863892 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -6863916.500000 Penalty: 3540.590576
	Iteration 38Q: 3 clusters Score -6863916 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -6863923.500000 Penalty: 3540.590576
	Iteration 39Q: 3 clusters Score -6863924 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -6863942.500000 Penalty: 3540.590576
	Iteration 40F: 3 clusters Score -6863942 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -6863966.000000 Penalty: 3540.590576
	Iteration 41Q: 3 clusters Score -6863966 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -6863983.000000 Penalty: 3540.590576
	Iteration 42Q: 3 clusters Score -6863983 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -6863970.500000 Penalty: 3540.590576
	Iteration 43Q: 3 clusters Score -6863970 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -6863975.000000 Penalty: 3540.590576
	Iteration 44Q: 3 clusters Score -6863975 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -6863989.500000 Penalty: 3540.590576
	Iteration 45Q: 3 clusters Score -6863990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -6863999.500000 Penalty: 3540.590576
	Iteration 46Q: 3 clusters Score -6864000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -6863989.500000 Penalty: 3540.590576
	Iteration 47Q: 3 clusters Score -6863990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -6863988.000000 Penalty: 3540.590576
	Iteration 48Q: 3 clusters Score -6863988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -6863990.000000 Penalty: 3540.590576
	Iteration 49Q: 3 clusters Score -6863990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -6863984.500000 Penalty: 3540.590576
	Iteration 50Q: 3 clusters Score -6863984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -6863985.000000 Penalty: 3540.590576
	Iteration 51Q: 3 clusters Score -6863985 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -6863981.500000 Penalty: 3540.590576
	Iteration 52Q: 3 clusters Score -6863982 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -6863982.500000 Penalty: 3540.590576
	Iteration 53Q: 3 clusters Score -6863982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -6863981.000000 Penalty: 3540.590576
	Iteration 54Q: 3 clusters Score -6863981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -6863975.500000 Penalty: 3540.590576
	Iteration 55Q: 3 clusters Score -6863976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -6863981.500000 Penalty: 3540.590576
	Iteration 56Q: 3 clusters Score -6863982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -6864010.000000 Penalty: 3540.590576
	Iteration 57Q: 3 clusters Score -6864010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -6864007.500000 Penalty: 3540.590576
	Iteration 58Q: 3 clusters Score -6864008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -6864003.500000 Penalty: 3540.590576
	Iteration 59Q: 3 clusters Score -6864004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -6864019.000000 Penalty: 3540.590576
	Iteration 60F: 3 clusters Score -6864019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -6864011.000000 Penalty: 3540.590576
	Iteration 61Q: 3 clusters Score -6864011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -6864006.500000 Penalty: 3540.590576
	Iteration 62Q: 3 clusters Score -6864006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -6864005.000000 Penalty: 3540.590576
	Iteration 63Q: 3 clusters Score -6864005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -6864002.000000 Penalty: 3540.590576
	Iteration 64Q: 3 clusters Score -6864002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -6863998.000000 Penalty: 3540.590576
	Iteration 65Q: 3 clusters Score -6863998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -6863996.500000 Penalty: 3540.590576
	Iteration 66Q: 3 clusters Score -6863996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -6864002.500000 Penalty: 3540.590576
	Iteration 67Q: 3 clusters Score -6864002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -6863991.500000 Penalty: 3540.590576
	Iteration 68Q: 3 clusters Score -6863992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -6864008.000000 Penalty: 3540.590576
	Iteration 69Q: 3 clusters Score -6864008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -6864003.500000 Penalty: 3540.590576
	Iteration 70Q: 3 clusters Score -6864004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -6864013.000000 Penalty: 3540.590576
	Iteration 71Q: 3 clusters Score -6864013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -6864019.000000 Penalty: 3540.590576
	Iteration 72Q: 3 clusters Score -6864019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -6864025.000000 Penalty: 3540.590576
	Iteration 73Q: 3 clusters Score -6864025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -6864018.000000 Penalty: 3540.590576
	Iteration 74Q: 3 clusters Score -6864018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -6864023.500000 Penalty: 3540.590576
	Iteration 75Q: 3 clusters Score -6864024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -6864028.000000 Penalty: 3540.590576
	Iteration 76Q: 3 clusters Score -6864028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -6864033.000000 Penalty: 3540.590576
	Iteration 77Q: 3 clusters Score -6864033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -6864032.500000 Penalty: 3540.590576
	Iteration 78Q: 3 clusters Score -6864032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -6864039.000000 Penalty: 3540.590576
	Iteration 79Q: 3 clusters Score -6864039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -6864036.000000 Penalty: 3540.590576
	Iteration 80F: 3 clusters Score -6864036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -6864029.500000 Penalty: 3540.590576
	Iteration 81Q: 3 clusters Score -6864030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -6864033.500000 Penalty: 3540.590576
	Iteration 82Q: 3 clusters Score -6864034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -6864033.000000 Penalty: 3540.590576
	Iteration 83Q: 3 clusters Score -6864033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -6864033.500000 Penalty: 3540.590576
	Iteration 84Q: 3 clusters Score -6864034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -6864034.000000 Penalty: 3540.590576
	Iteration 85Q: 3 clusters Score -6864034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -6864028.000000 Penalty: 3540.590576
	Iteration 86Q: 3 clusters Score -6864028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -6864029.500000 Penalty: 3540.590576
	Iteration 87Q: 3 clusters Score -6864030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -6864031.000000 Penalty: 3540.590576
	Iteration 88Q: 3 clusters Score -6864031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -6864029.000000 Penalty: 3540.590576
	Iteration 89Q: 3 clusters Score -6864029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -6864035.000000 Penalty: 3540.590576
	Iteration 90Q: 3 clusters Score -6864035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -6864035.000000 Penalty: 3540.590576
	Iteration 91F: 3 clusters Score -6864035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -535447.250000 Penalty: 1382.345093
	Iteration 0F: 2 clusters Score -535447.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -531653.187500 Penalty: 2764.690186
	Iteration 0F: 3 clusters Score -531653.2 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -533881.125000 Penalty: 2764.690186
	Iteration 1F: 3 clusters Score -533881.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -534974.625000 Penalty: 2764.690186
	Iteration 2F: 3 clusters Score -534974.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -535605.437500 Penalty: 2764.690186
	Iteration 3F: 3 clusters Score -535605.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -536096.375000 Penalty: 2764.690186
	Iteration 4F: 3 clusters Score -536096.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -536465.062500 Penalty: 2764.690186
	Iteration 5F: 3 clusters Score -536465.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -536774.187500 Penalty: 2764.690186
	Iteration 6Q: 3 clusters Score -536774.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -536961.062500 Penalty: 2764.690186
	Iteration 7Q: 3 clusters Score -536961.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -537104.500000 Penalty: 2764.690186
	Iteration 8Q: 3 clusters Score -537104.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -537202.812500 Penalty: 2764.690186
	Iteration 9Q: 3 clusters Score -537202.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -537258.750000 Penalty: 2764.690186
	Iteration 10Q: 3 clusters Score -537258.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -537292.500000 Penalty: 2764.690186
	Iteration 11Q: 3 clusters Score -537292.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -537315.500000 Penalty: 2764.690186
	Iteration 12Q: 3 clusters Score -537315.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -537326.500000 Penalty: 2764.690186
	Iteration 13Q: 3 clusters Score -537326.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -537337.125000 Penalty: 2764.690186
	Iteration 14Q: 3 clusters Score -537337.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -537342.000000 Penalty: 2764.690186
	Iteration 15Q: 3 clusters Score -537342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -537345.562500 Penalty: 2764.690186
	Iteration 16Q: 3 clusters Score -537345.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -537346.312500 Penalty: 2764.690186
	Iteration 17Q: 3 clusters Score -537346.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -537346.562500 Penalty: 2764.690186
	Iteration 18Q: 3 clusters Score -537346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -537346.500000 Penalty: 2764.690186
	Iteration 19Q: 3 clusters Score -537346.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -537346.500000 Penalty: 2764.690186
	Iteration 20F: 3 clusters Score -537346.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 114158 members 
Mstep: Class 3 contains 23817 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 11337 members 
Mstep: Class 6 contains 129004 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 139325 members 
Mstep: Class 10 contains 137167 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 35460 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 26396 members 
Mstep: Class 17 contains 53859 members 
Mstep: Class 18 contains 2530 members 
Mstep: Class 19 contains 33926 members 
Mstep: Class 20 contains 17114 members 
Mstep: Class 21 contains 7184 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 242 members 
Mstep: Class 24 contains 1982 members 
Mstep: Class 25 contains 53293 members 
Mstep: Class 26 contains 30609 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 9712 members 
Mstep: Class 30 contains 2418 members 
Entering Unmasked Estep 
Score: -108862416.000000 Penalty: 66754.359375
Splitting cluster 18 changes total score from -108842656.000000 to -108862416.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -4157389.250000 Penalty: 1695.189819
	Iteration 0F: 2 clusters Score -4157389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -4134515.250000 Penalty: 3390.379639
	Iteration 0F: 3 clusters Score -4134515 nChanged 15857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -4143247.500000 Penalty: 3390.379639
	Iteration 1F: 3 clusters Score -4143248 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -4143654.500000 Penalty: 3390.379639
	Iteration 2Q: 3 clusters Score -4143654 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -4144026.000000 Penalty: 3390.379639
	Iteration 3Q: 3 clusters Score -4144026 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -4144340.250000 Penalty: 3390.379639
	Iteration 4Q: 3 clusters Score -4144340 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4144635.250000 Penalty: 3390.379639
	Iteration 5Q: 3 clusters Score -4144635 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4144987.250000 Penalty: 3390.379639
	Iteration 6Q: 3 clusters Score -4144987 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -4145376.250000 Penalty: 3390.379639
	Iteration 7Q: 3 clusters Score -4145376 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4145881.750000 Penalty: 3390.379639
	Iteration 8Q: 3 clusters Score -4145882 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -4146550.500000 Penalty: 3390.379639
	Iteration 9Q: 3 clusters Score -4146550 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -4147257.250000 Penalty: 3390.379639
	Iteration 10Q: 3 clusters Score -4147257 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -4148110.000000 Penalty: 3390.379639
	Iteration 11Q: 3 clusters Score -4148110 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -4149048.750000 Penalty: 3390.379639
	Iteration 12Q: 3 clusters Score -4149049 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -4149956.750000 Penalty: 3390.379639
	Iteration 13Q: 3 clusters Score -4149957 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -4150698.750000 Penalty: 3390.379639
	Iteration 14Q: 3 clusters Score -4150699 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4151180.000000 Penalty: 3390.379639
	Iteration 15Q: 3 clusters Score -4151180 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -4151473.000000 Penalty: 3390.379639
	Iteration 16Q: 3 clusters Score -4151473 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -4151658.500000 Penalty: 3390.379639
	Iteration 17Q: 3 clusters Score -4151658 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -4151792.000000 Penalty: 3390.379639
	Iteration 18Q: 3 clusters Score -4151792 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -4151937.000000 Penalty: 3390.379639
	Iteration 19Q: 3 clusters Score -4151937 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -4152064.250000 Penalty: 3390.379639
	Iteration 20F: 3 clusters Score -4152064 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -4152217.500000 Penalty: 3390.379639
	Iteration 21Q: 3 clusters Score -4152218 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -4152365.750000 Penalty: 3390.379639
	Iteration 22Q: 3 clusters Score -4152366 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -4152542.000000 Penalty: 3390.379639
	Iteration 23Q: 3 clusters Score -4152542 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -4152705.500000 Penalty: 3390.379639
	Iteration 24Q: 3 clusters Score -4152706 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -4152897.750000 Penalty: 3390.379639
	Iteration 25Q: 3 clusters Score -4152898 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -4153110.500000 Penalty: 3390.379639
	Iteration 26Q: 3 clusters Score -4153110 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -4153303.250000 Penalty: 3390.379639
	Iteration 27Q: 3 clusters Score -4153303 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -4153534.250000 Penalty: 3390.379639
	Iteration 28Q: 3 clusters Score -4153534 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -4153773.750000 Penalty: 3390.379639
	Iteration 29Q: 3 clusters Score -4153774 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -4154008.250000 Penalty: 3390.379639
	Iteration 30Q: 3 clusters Score -4154008 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -4154226.750000 Penalty: 3390.379639
	Iteration 31Q: 3 clusters Score -4154227 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -4154453.000000 Penalty: 3390.379639
	Iteration 32Q: 3 clusters Score -4154453 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -4154640.500000 Penalty: 3390.379639
	Iteration 33Q: 3 clusters Score -4154640 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -4154819.750000 Penalty: 3390.379639
	Iteration 34Q: 3 clusters Score -4154820 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -4155006.250000 Penalty: 3390.379639
	Iteration 35Q: 3 clusters Score -4155006 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -4155152.500000 Penalty: 3390.379639
	Iteration 36Q: 3 clusters Score -4155152 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -4155282.750000 Penalty: 3390.379639
	Iteration 37Q: 3 clusters Score -4155283 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -4155422.500000 Penalty: 3390.379639
	Iteration 38Q: 3 clusters Score -4155422 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -4155525.750000 Penalty: 3390.379639
	Iteration 39Q: 3 clusters Score -4155526 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -4155629.000000 Penalty: 3390.379639
	Iteration 40F: 3 clusters Score -4155629 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4155715.750000 Penalty: 3390.379639
	Iteration 41Q: 3 clusters Score -4155716 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4155805.500000 Penalty: 3390.379639
	Iteration 42Q: 3 clusters Score -4155806 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -4155863.750000 Penalty: 3390.379639
	Iteration 43Q: 3 clusters Score -4155864 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4155912.000000 Penalty: 3390.379639
	Iteration 44Q: 3 clusters Score -4155912 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4155955.000000 Penalty: 3390.379639
	Iteration 45Q: 3 clusters Score -4155955 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4155986.500000 Penalty: 3390.379639
	Iteration 46Q: 3 clusters Score -4155986 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4156032.750000 Penalty: 3390.379639
	Iteration 47Q: 3 clusters Score -4156033 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4156062.250000 Penalty: 3390.379639
	Iteration 48Q: 3 clusters Score -4156062 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4156101.000000 Penalty: 3390.379639
	Iteration 49Q: 3 clusters Score -4156101 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4156149.250000 Penalty: 3390.379639
	Iteration 50Q: 3 clusters Score -4156149 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4156199.750000 Penalty: 3390.379639
	Iteration 51Q: 3 clusters Score -4156200 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4156246.000000 Penalty: 3390.379639
	Iteration 52Q: 3 clusters Score -4156246 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4156280.000000 Penalty: 3390.379639
	Iteration 53Q: 3 clusters Score -4156280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4156308.250000 Penalty: 3390.379639
	Iteration 54Q: 3 clusters Score -4156308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4156332.000000 Penalty: 3390.379639
	Iteration 55Q: 3 clusters Score -4156332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4156343.750000 Penalty: 3390.379639
	Iteration 56Q: 3 clusters Score -4156344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4156365.750000 Penalty: 3390.379639
	Iteration 57Q: 3 clusters Score -4156366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4156383.750000 Penalty: 3390.379639
	Iteration 58Q: 3 clusters Score -4156384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4156392.000000 Penalty: 3390.379639
	Iteration 59Q: 3 clusters Score -4156392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4156406.750000 Penalty: 3390.379639
	Iteration 60F: 3 clusters Score -4156407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4156412.750000 Penalty: 3390.379639
	Iteration 61Q: 3 clusters Score -4156413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4156410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4156406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4156416.500000 Penalty: 3390.379639
	Iteration 64Q: 3 clusters Score -4156416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4156419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4156418.500000 Penalty: 3390.379639
	Iteration 66Q: 3 clusters Score -4156418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4156418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4156420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4156428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4156429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4156426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4156429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4156429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4156429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4156430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4156432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4156437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4156437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4156441.250000 Penalty: 3390.379639
	Iteration 79Q: 3 clusters Score -4156441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4156440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4156436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4156440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4156441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4156436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4156436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4156438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4156436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4156437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4156440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4156442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4156442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4156444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4156442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4156446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4156442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4156445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4156444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4156446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4156447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4156444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 114158 members 
Mstep: Class 3 contains 23817 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 11337 members 
Mstep: Class 6 contains 129004 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 139325 members 
Mstep: Class 10 contains 137167 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 35460 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 26396 members 
Mstep: Class 17 contains 53859 members 
Mstep: Class 18 contains 2530 members 
Mstep: Class 19 contains 33926 members 
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Iteration 39Q: 31 clusters Score -1.088708e+08 nChanged 18872
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 112785 members 
Mstep: Class 3 contains 24760 members 
Mstep: Class 4 contains 1307 members 
Mstep: Class 5 contains 11738 members 
Mstep: Class 6 contains 128937 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 2426 members 
Mstep: Class 9 contains 139017 members 
Mstep: Class 10 contains 139032 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 15248 members 
Mstep: Class 13 contains 36858 members 
Mstep: Class 14 contains 8044 members 
Mstep: Class 15 contains 9851 members 
Mstep: Class 16 contains 26984 members 
Mstep: Class 17 contains 52692 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 33026 members 
Mstep: Class 20 contains 16527 members 
Mstep: Class 21 contains 7086 members 
Mstep: Class 22 contains 3151 members 
Mstep: Class 23 contains 246 members 
Mstep: Class 24 contains 1947 members 
Mstep: Class 25 contains 52172 members 
Mstep: Class 26 contains 29854 members 
Mstep: Class 27 contains 6516 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 9417 members 
Mstep: Class 30 contains 2364 members 
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Iteration 40F: 31 clusters Score -1.088807e+08 nChanged 15285
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 111075 members 
Mstep: Class 3 contains 25126 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 11810 members 
Mstep: Class 6 contains 128691 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 2527 members 
Mstep: Class 9 contains 138450 members 
Mstep: Class 10 contains 140054 members 
Mstep: Class 11 contains 343 members 
Mstep: Class 12 contains 15308 members 
Mstep: Class 13 contains 36590 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 9619 members 
Mstep: Class 16 contains 27155 members 
Mstep: Class 17 contains 51437 members 
Mstep: Class 18 contains 2919 members 
Mstep: Class 19 contains 31790 members 
Mstep: Class 20 contains 17218 members 
Mstep: Class 21 contains 7888 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 2052 members 
Mstep: Class 25 contains 53296 members 
Mstep: Class 26 contains 29389 members 
Mstep: Class 27 contains 6910 members 
Mstep: Class 28 contains 418 members 
Mstep: Class 29 contains 9850 members 
Mstep: Class 30 contains 2723 members 
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Iteration 41Q: 31 clusters Score -1.08887e+08 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 109768 members 
Mstep: Class 3 contains 25439 members 
Mstep: Class 4 contains 1348 members 
Mstep: Class 5 contains 11846 members 
Mstep: Class 6 contains 128559 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 138031 members 
Mstep: Class 10 contains 141339 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 15392 members 
Mstep: Class 13 contains 36663 members 
Mstep: Class 14 contains 8030 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 16 contains 27306 members 
Mstep: Class 17 contains 50207 members 
Mstep: Class 18 contains 3071 members 
Mstep: Class 19 contains 30680 members 
Mstep: Class 20 contains 17675 members 
Mstep: Class 21 contains 8422 members 
Mstep: Class 22 contains 3340 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 2120 members 
Mstep: Class 25 contains 54032 members 
Mstep: Class 26 contains 28755 members 
Mstep: Class 27 contains 7339 members 
Mstep: Class 28 contains 431 members 
Mstep: Class 29 contains 10146 members 
Mstep: Class 30 contains 2991 members 
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Iteration 42Q: 31 clusters Score -1.088886e+08 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 108698 members 
Mstep: Class 3 contains 25694 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 11873 members 
Mstep: Class 6 contains 128563 members 
Mstep: Class 7 contains 2404 members 
Mstep: Class 8 contains 2685 members 
Mstep: Class 9 contains 137626 members 
Mstep: Class 10 contains 142701 members 
Mstep: Class 11 contains 322 members 
Mstep: Class 12 contains 15479 members 
Mstep: Class 13 contains 36766 members 
Mstep: Class 14 contains 8020 members 
Mstep: Class 15 contains 9025 members 
Mstep: Class 16 contains 27434 members 
Mstep: Class 17 contains 48990 members 
Mstep: Class 18 contains 3199 members 
Mstep: Class 19 contains 29738 members 
Mstep: Class 20 contains 18053 members 
Mstep: Class 21 contains 8940 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 2167 members 
Mstep: Class 25 contains 54557 members 
Mstep: Class 26 contains 28125 members 
Mstep: Class 27 contains 7737 members 
Mstep: Class 28 contains 438 members 
Mstep: Class 29 contains 10380 members 
Mstep: Class 30 contains 3235 members 
Entering Unmasked Estep 
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Iteration 43Q: 31 clusters Score -1.088902e+08 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 107809 members 
Mstep: Class 3 contains 25893 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 11882 members 
Mstep: Class 6 contains 128593 members 
Mstep: Class 7 contains 2471 members 
Mstep: Class 8 contains 2738 members 
Mstep: Class 9 contains 137362 members 
Mstep: Class 10 contains 144008 members 
Mstep: Class 11 contains 322 members 
Mstep: Class 12 contains 15540 members 
Mstep: Class 13 contains 36939 members 
Mstep: Class 14 contains 8001 members 
Mstep: Class 15 contains 8704 members 
Mstep: Class 16 contains 27528 members 
Mstep: Class 17 contains 47763 members 
Mstep: Class 18 contains 3278 members 
Mstep: Class 19 contains 28915 members 
Mstep: Class 20 contains 18374 members 
Mstep: Class 21 contains 9416 members 
Mstep: Class 22 contains 3405 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 2199 members 
Mstep: Class 25 contains 54962 members 
Mstep: Class 26 contains 27502 members 
Mstep: Class 27 contains 8151 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 10612 members 
Mstep: Class 30 contains 3425 members 
Entering Unmasked Estep 
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Iteration 44Q: 31 clusters Score -1.088907e+08 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 107025 members 
Mstep: Class 3 contains 26057 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 11876 members 
Mstep: Class 6 contains 128687 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 2779 members 
Mstep: Class 9 contains 137107 members 
Mstep: Class 10 contains 145251 members 
Mstep: Class 11 contains 322 members 
Mstep: Class 12 contains 15598 members 
Mstep: Class 13 contains 37034 members 
Mstep: Class 14 contains 7981 members 
Mstep: Class 15 contains 8386 members 
Mstep: Class 16 contains 27616 members 
Mstep: Class 17 contains 46601 members 
Mstep: Class 18 contains 3365 members 
Mstep: Class 19 contains 28167 members 
Mstep: Class 20 contains 18673 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 3420 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 55305 members 
Mstep: Class 26 contains 26921 members 
Mstep: Class 27 contains 8550 members 
Mstep: Class 28 contains 443 members 
Mstep: Class 29 contains 10826 members 
Mstep: Class 30 contains 3584 members 
Entering Unmasked Estep 
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Iteration 45Q: 31 clusters Score -1.088909e+08 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 106342 members 
Mstep: Class 3 contains 26201 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 11855 members 
Mstep: Class 6 contains 128791 members 
Mstep: Class 7 contains 2567 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 136904 members 
Mstep: Class 10 contains 146361 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 15682 members 
Mstep: Class 13 contains 37126 members 
Mstep: Class 14 contains 7974 members 
Mstep: Class 15 contains 8057 members 
Mstep: Class 16 contains 27746 members 
Mstep: Class 17 contains 45486 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 27417 members 
Mstep: Class 20 contains 18949 members 
Mstep: Class 21 contains 10408 members 
Mstep: Class 22 contains 3433 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 2250 members 
Mstep: Class 25 contains 55643 members 
Mstep: Class 26 contains 26389 members 
Mstep: Class 27 contains 8907 members 
Mstep: Class 28 contains 442 members 
Mstep: Class 29 contains 11016 members 
Mstep: Class 30 contains 3715 members 
Entering Unmasked Estep 
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Iteration 46Q: 31 clusters Score -1.088915e+08 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 105695 members 
Mstep: Class 3 contains 26364 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 11821 members 
Mstep: Class 6 contains 128885 members 
Mstep: Class 7 contains 2587 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 136727 members 
Mstep: Class 10 contains 147367 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 15735 members 
Mstep: Class 13 contains 37194 members 
Mstep: Class 14 contains 7956 members 
Mstep: Class 15 contains 7709 members 
Mstep: Class 16 contains 27849 members 
Mstep: Class 17 contains 44468 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 26733 members 
Mstep: Class 20 contains 19195 members 
Mstep: Class 21 contains 10937 members 
Mstep: Class 22 contains 3440 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 55939 members 
Mstep: Class 26 contains 25926 members 
Mstep: Class 27 contains 9258 members 
Mstep: Class 28 contains 442 members 
Mstep: Class 29 contains 11230 members 
Mstep: Class 30 contains 3830 members 
Entering Unmasked Estep 
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Iteration 47Q: 31 clusters Score -1.088917e+08 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 105079 members 
Mstep: Class 3 contains 26515 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 11791 members 
Mstep: Class 6 contains 129040 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 136566 members 
Mstep: Class 10 contains 148187 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 15767 members 
Mstep: Class 13 contains 37256 members 
Mstep: Class 14 contains 7935 members 
Mstep: Class 15 contains 7380 members 
Mstep: Class 16 contains 27921 members 
Mstep: Class 17 contains 43514 members 
Mstep: Class 18 contains 3553 members 
Mstep: Class 19 contains 26070 members 
Mstep: Class 20 contains 19436 members 
Mstep: Class 21 contains 11472 members 
Mstep: Class 22 contains 3454 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 56248 members 
Mstep: Class 26 contains 25501 members 
Mstep: Class 27 contains 9638 members 
Mstep: Class 28 contains 442 members 
Mstep: Class 29 contains 11452 members 
Mstep: Class 30 contains 3916 members 
Entering Unmasked Estep 
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Iteration 48Q: 31 clusters Score -1.088924e+08 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 104553 members 
Mstep: Class 3 contains 26644 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 11774 members 
Mstep: Class 6 contains 129150 members 
Mstep: Class 7 contains 2654 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 136424 members 
Mstep: Class 10 contains 148866 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 15798 members 
Mstep: Class 13 contains 37323 members 
Mstep: Class 14 contains 7921 members 
Mstep: Class 15 contains 7075 members 
Mstep: Class 16 contains 28006 members 
Mstep: Class 17 contains 42675 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 25424 members 
Mstep: Class 20 contains 19648 members 
Mstep: Class 21 contains 11977 members 
Mstep: Class 22 contains 3462 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 56480 members 
Mstep: Class 26 contains 25135 members 
Mstep: Class 27 contains 10019 members 
Mstep: Class 28 contains 443 members 
Mstep: Class 29 contains 11674 members 
Mstep: Class 30 contains 3991 members 
Entering Unmasked Estep 
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Iteration 49Q: 31 clusters Score -1.088928e+08 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 104063 members 
Mstep: Class 3 contains 26748 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 11763 members 
Mstep: Class 6 contains 129251 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 136231 members 
Mstep: Class 10 contains 149593 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 15835 members 
Mstep: Class 13 contains 37414 members 
Mstep: Class 14 contains 7900 members 
Mstep: Class 15 contains 6816 members 
Mstep: Class 16 contains 28048 members 
Mstep: Class 17 contains 41902 members 
Mstep: Class 18 contains 3619 members 
Mstep: Class 19 contains 24818 members 
Mstep: Class 20 contains 19825 members 
Mstep: Class 21 contains 12441 members 
Mstep: Class 22 contains 3473 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 56685 members 
Mstep: Class 26 contains 24790 members 
Mstep: Class 27 contains 10370 members 
Mstep: Class 28 contains 445 members 
Mstep: Class 29 contains 11902 members 
Mstep: Class 30 contains 4059 members 
Entering Unmasked Estep 
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Iteration 50Q: 31 clusters Score -1.088933e+08 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 103559 members 
Mstep: Class 3 contains 26842 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 11738 members 
Mstep: Class 6 contains 129343 members 
Mstep: Class 7 contains 2729 members 
Mstep: Class 8 contains 2898 members 
Mstep: Class 9 contains 136117 members 
Mstep: Class 10 contains 150130 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 15867 members 
Mstep: Class 13 contains 37477 members 
Mstep: Class 14 contains 7891 members 
Mstep: Class 15 contains 6615 members 
Mstep: Class 16 contains 28065 members 
Mstep: Class 17 contains 41223 members 
Mstep: Class 18 contains 3648 members 
Mstep: Class 19 contains 24251 members 
Mstep: Class 20 contains 19975 members 
Mstep: Class 21 contains 12886 members 
Mstep: Class 22 contains 3481 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 56908 members 
Mstep: Class 26 contains 24502 members 
Mstep: Class 27 contains 10687 members 
Mstep: Class 28 contains 445 members 
Mstep: Class 29 contains 12178 members 
Mstep: Class 30 contains 4109 members 
Entering Unmasked Estep 
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Iteration 51Q: 31 clusters Score -1.088938e+08 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 103107 members 
Mstep: Class 3 contains 26904 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 11713 members 
Mstep: Class 6 contains 129398 members 
Mstep: Class 7 contains 2754 members 
Mstep: Class 8 contains 2898 members 
Mstep: Class 9 contains 135989 members 
Mstep: Class 10 contains 150596 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 15882 members 
Mstep: Class 13 contains 37549 members 
Mstep: Class 14 contains 7876 members 
Mstep: Class 15 contains 6454 members 
Mstep: Class 16 contains 28055 members 
Mstep: Class 17 contains 40607 members 
Mstep: Class 18 contains 3679 members 
Mstep: Class 19 contains 23736 members 
Mstep: Class 20 contains 20108 members 
Mstep: Class 21 contains 13298 members 
Mstep: Class 22 contains 3489 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 2385 members 
Mstep: Class 25 contains 57111 members 
Mstep: Class 26 contains 24295 members 
Mstep: Class 27 contains 10980 members 
Mstep: Class 28 contains 445 members 
Mstep: Class 29 contains 12478 members 
Mstep: Class 30 contains 4153 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 31 clusters Score -1.088941e+08 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 102707 members 
Mstep: Class 3 contains 26965 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 11692 members 
Mstep: Class 6 contains 129462 members 
Mstep: Class 7 contains 2769 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 135897 members 
Mstep: Class 10 contains 150962 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 15897 members 
Mstep: Class 13 contains 37591 members 
Mstep: Class 14 contains 7851 members 
Mstep: Class 15 contains 6354 members 
Mstep: Class 16 contains 28058 members 
Mstep: Class 17 contains 40059 members 
Mstep: Class 18 contains 3698 members 
Mstep: Class 19 contains 23205 members 
Mstep: Class 20 contains 20234 members 
Mstep: Class 21 contains 13651 members 
Mstep: Class 22 contains 3496 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 2395 members 
Mstep: Class 25 contains 57320 members 
Mstep: Class 26 contains 24106 members 
Mstep: Class 27 contains 11249 members 
Mstep: Class 28 contains 446 members 
Mstep: Class 29 contains 12783 members 
Mstep: Class 30 contains 4187 members 
Entering Unmasked Estep 
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Iteration 53Q: 31 clusters Score -1.088944e+08 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 102353 members 
Mstep: Class 3 contains 27002 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 11669 members 
Mstep: Class 6 contains 129517 members 
Mstep: Class 7 contains 2785 members 
Mstep: Class 8 contains 2914 members 
Mstep: Class 9 contains 135836 members 
Mstep: Class 10 contains 151258 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 15916 members 
Mstep: Class 13 contains 37670 members 
Mstep: Class 14 contains 7831 members 
Mstep: Class 15 contains 6263 members 
Mstep: Class 16 contains 28039 members 
Mstep: Class 17 contains 39531 members 
Mstep: Class 18 contains 3712 members 
Mstep: Class 19 contains 22639 members 
Mstep: Class 20 contains 20321 members 
Mstep: Class 21 contains 13982 members 
Mstep: Class 22 contains 3503 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 2405 members 
Mstep: Class 25 contains 57532 members 
Mstep: Class 26 contains 23944 members 
Mstep: Class 27 contains 11512 members 
Mstep: Class 28 contains 449 members 
Mstep: Class 29 contains 13140 members 
Mstep: Class 30 contains 4223 members 
Entering Unmasked Estep 
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Iteration 54Q: 31 clusters Score -1.088947e+08 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 102051 members 
Mstep: Class 3 contains 27024 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 11664 members 
Mstep: Class 6 contains 129552 members 
Mstep: Class 7 contains 2799 members 
Mstep: Class 8 contains 2917 members 
Mstep: Class 9 contains 135834 members 
Mstep: Class 10 contains 151437 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 15933 members 
Mstep: Class 13 contains 37721 members 
Mstep: Class 14 contains 7816 members 
Mstep: Class 15 contains 6215 members 
Mstep: Class 16 contains 27954 members 
Mstep: Class 17 contains 39039 members 
Mstep: Class 18 contains 3729 members 
Mstep: Class 19 contains 22075 members 
Mstep: Class 20 contains 20391 members 
Mstep: Class 21 contains 14262 members 
Mstep: Class 22 contains 3511 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 2414 members 
Mstep: Class 25 contains 57728 members 
Mstep: Class 26 contains 23810 members 
Mstep: Class 27 contains 11778 members 
Mstep: Class 28 contains 452 members 
Mstep: Class 29 contains 13591 members 
Mstep: Class 30 contains 4256 members 
Entering Unmasked Estep 
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Iteration 55Q: 31 clusters Score -1.088949e+08 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 101810 members 
Mstep: Class 3 contains 27047 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 11653 members 
Mstep: Class 6 contains 129554 members 
Mstep: Class 7 contains 2810 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 135847 members 
Mstep: Class 10 contains 151617 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 15932 members 
Mstep: Class 13 contains 37733 members 
Mstep: Class 14 contains 7800 members 
Mstep: Class 15 contains 6185 members 
Mstep: Class 16 contains 27766 members 
Mstep: Class 17 contains 38608 members 
Mstep: Class 18 contains 3738 members 
Mstep: Class 19 contains 21547 members 
Mstep: Class 20 contains 20410 members 
Mstep: Class 21 contains 14502 members 
Mstep: Class 22 contains 3511 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 2426 members 
Mstep: Class 25 contains 57917 members 
Mstep: Class 26 contains 23684 members 
Mstep: Class 27 contains 11999 members 
Mstep: Class 28 contains 453 members 
Mstep: Class 29 contains 14198 members 
Mstep: Class 30 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 31 clusters Score -1.088955e+08 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 101605 members 
Mstep: Class 3 contains 27051 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 11627 members 
Mstep: Class 6 contains 129537 members 
Mstep: Class 7 contains 2831 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 135885 members 
Mstep: Class 10 contains 151839 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 15946 members 
Mstep: Class 13 contains 37738 members 
Mstep: Class 14 contains 7790 members 
Mstep: Class 15 contains 6159 members 
Mstep: Class 16 contains 27448 members 
Mstep: Class 17 contains 38214 members 
Mstep: Class 18 contains 3761 members 
Mstep: Class 19 contains 21028 members 
Mstep: Class 20 contains 20429 members 
Mstep: Class 21 contains 14723 members 
Mstep: Class 22 contains 3514 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 2438 members 
Mstep: Class 25 contains 58036 members 
Mstep: Class 26 contains 23565 members 
Mstep: Class 27 contains 12165 members 
Mstep: Class 28 contains 454 members 
Mstep: Class 29 contains 14944 members 
Mstep: Class 30 contains 4301 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 31 clusters Score -1.08896e+08 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 101399 members 
Mstep: Class 3 contains 27074 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 11616 members 
Mstep: Class 6 contains 129560 members 
Mstep: Class 7 contains 2854 members 
Mstep: Class 8 contains 2934 members 
Mstep: Class 9 contains 135909 members 
Mstep: Class 10 contains 152046 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 15949 members 
Mstep: Class 13 contains 37712 members 
Mstep: Class 14 contains 7776 members 
Mstep: Class 15 contains 6131 members 
Mstep: Class 16 contains 26984 members 
Mstep: Class 17 contains 37822 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 20568 members 
Mstep: Class 20 contains 20475 members 
Mstep: Class 21 contains 14959 members 
Mstep: Class 22 contains 3513 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 2457 members 
Mstep: Class 25 contains 58146 members 
Mstep: Class 26 contains 23457 members 
Mstep: Class 27 contains 12319 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 15751 members 
Mstep: Class 30 contains 4321 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 31 clusters Score -1.088964e+08 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 101205 members 
Mstep: Class 3 contains 27075 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 11589 members 
Mstep: Class 6 contains 129594 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 2938 members 
Mstep: Class 9 contains 135940 members 
Mstep: Class 10 contains 152198 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 15971 members 
Mstep: Class 13 contains 37731 members 
Mstep: Class 14 contains 7761 members 
Mstep: Class 15 contains 6105 members 
Mstep: Class 16 contains 26585 members 
Mstep: Class 17 contains 37450 members 
Mstep: Class 18 contains 3790 members 
Mstep: Class 19 contains 20127 members 
Mstep: Class 20 contains 20517 members 
Mstep: Class 21 contains 15167 members 
Mstep: Class 22 contains 3515 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 58248 members 
Mstep: Class 26 contains 23356 members 
Mstep: Class 27 contains 12472 members 
Mstep: Class 28 contains 457 members 
Mstep: Class 29 contains 16498 members 
Mstep: Class 30 contains 4338 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 31 clusters Score -1.08897e+08 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 101009 members 
Mstep: Class 3 contains 27093 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 11571 members 
Mstep: Class 6 contains 129628 members 
Mstep: Class 7 contains 2871 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 135960 members 
Mstep: Class 10 contains 152287 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 15968 members 
Mstep: Class 13 contains 37724 members 
Mstep: Class 14 contains 7749 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 26263 members 
Mstep: Class 17 contains 37141 members 
Mstep: Class 18 contains 3806 members 
Mstep: Class 19 contains 19691 members 
Mstep: Class 20 contains 20570 members 
Mstep: Class 21 contains 15339 members 
Mstep: Class 22 contains 3514 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 2507 members 
Mstep: Class 25 contains 58343 members 
Mstep: Class 26 contains 23264 members 
Mstep: Class 27 contains 12617 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 17212 members 
Mstep: Class 30 contains 4355 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 31 clusters Score -1.089005e+08 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 100781 members 
Mstep: Class 3 contains 27107 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 11572 members 
Mstep: Class 6 contains 129694 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 8 contains 2946 members 
Mstep: Class 9 contains 135960 members 
Mstep: Class 10 contains 152343 members 
Mstep: Class 11 contains 391 members 
Mstep: Class 12 contains 15966 members 
Mstep: Class 13 contains 37702 members 
Mstep: Class 14 contains 7744 members 
Mstep: Class 15 contains 5955 members 
Mstep: Class 16 contains 25986 members 
Mstep: Class 17 contains 36832 members 
Mstep: Class 18 contains 3823 members 
Mstep: Class 19 contains 19257 members 
Mstep: Class 20 contains 20630 members 
Mstep: Class 21 contains 15613 members 
Mstep: Class 22 contains 3511 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 2538 members 
Mstep: Class 25 contains 58429 members 
Mstep: Class 26 contains 23131 members 
Mstep: Class 27 contains 12811 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 17929 members 
Mstep: Class 30 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 31 clusters Score -1.089027e+08 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 100576 members 
Mstep: Class 3 contains 27139 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 11541 members 
Mstep: Class 6 contains 129770 members 
Mstep: Class 7 contains 2899 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 135948 members 
Mstep: Class 10 contains 152348 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 15972 members 
Mstep: Class 13 contains 37692 members 
Mstep: Class 14 contains 7744 members 
Mstep: Class 15 contains 5873 members 
Mstep: Class 16 contains 25776 members 
Mstep: Class 17 contains 36551 members 
Mstep: Class 18 contains 3846 members 
Mstep: Class 19 contains 18875 members 
Mstep: Class 20 contains 20695 members 
Mstep: Class 21 contains 15824 members 
Mstep: Class 22 contains 3516 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 2566 members 
Mstep: Class 25 contains 58518 members 
Mstep: Class 26 contains 23025 members 
Mstep: Class 27 contains 13004 members 
Mstep: Class 28 contains 463 members 
Mstep: Class 29 contains 18492 members 
Mstep: Class 30 contains 4381 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 31 clusters Score -1.08903e+08 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 100406 members 
Mstep: Class 3 contains 27183 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 11510 members 
Mstep: Class 6 contains 129826 members 
Mstep: Class 7 contains 2915 members 
Mstep: Class 8 contains 2959 members 
Mstep: Class 9 contains 135947 members 
Mstep: Class 10 contains 152393 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 15971 members 
Mstep: Class 13 contains 37681 members 
Mstep: Class 14 contains 7743 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 25626 members 
Mstep: Class 17 contains 36231 members 
Mstep: Class 18 contains 3858 members 
Mstep: Class 19 contains 18500 members 
Mstep: Class 20 contains 20757 members 
Mstep: Class 21 contains 15998 members 
Mstep: Class 22 contains 3523 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 2596 members 
Mstep: Class 25 contains 58621 members 
Mstep: Class 26 contains 22934 members 
Mstep: Class 27 contains 13189 members 
Mstep: Class 28 contains 467 members 
Mstep: Class 29 contains 18937 members 
Mstep: Class 30 contains 4397 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 31 clusters Score -1.08903e+08 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 100229 members 
Mstep: Class 3 contains 27234 members 
Mstep: Class 4 contains 1368 members 
Mstep: Class 5 contains 11479 members 
Mstep: Class 6 contains 129843 members 
Mstep: Class 7 contains 2931 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 135985 members 
Mstep: Class 10 contains 152381 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 15968 members 
Mstep: Class 13 contains 37697 members 
Mstep: Class 14 contains 7739 members 
Mstep: Class 15 contains 5787 members 
Mstep: Class 16 contains 25552 members 
Mstep: Class 17 contains 35975 members 
Mstep: Class 18 contains 3873 members 
Mstep: Class 19 contains 18146 members 
Mstep: Class 20 contains 20824 members 
Mstep: Class 21 contains 16144 members 
Mstep: Class 22 contains 3527 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 2629 members 
Mstep: Class 25 contains 58742 members 
Mstep: Class 26 contains 22853 members 
Mstep: Class 27 contains 13367 members 
Mstep: Class 28 contains 468 members 
Mstep: Class 29 contains 19243 members 
Mstep: Class 30 contains 4412 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 31 clusters Score -1.089028e+08 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 100036 members 
Mstep: Class 3 contains 27289 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 129855 members 
Mstep: Class 7 contains 2941 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 136023 members 
Mstep: Class 10 contains 152320 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 15951 members 
Mstep: Class 13 contains 37719 members 
Mstep: Class 14 contains 7726 members 
Mstep: Class 15 contains 5760 members 
Mstep: Class 16 contains 25519 members 
Mstep: Class 17 contains 35771 members 
Mstep: Class 18 contains 3884 members 
Mstep: Class 19 contains 17866 members 
Mstep: Class 20 contains 20885 members 
Mstep: Class 21 contains 16266 members 
Mstep: Class 22 contains 3531 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 2668 members 
Mstep: Class 25 contains 58862 members 
Mstep: Class 26 contains 22779 members 
Mstep: Class 27 contains 13541 members 
Mstep: Class 28 contains 467 members 
Mstep: Class 29 contains 19508 members 
Mstep: Class 30 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 31 clusters Score -1.08903e+08 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 99857 members 
Mstep: Class 3 contains 27319 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 11409 members 
Mstep: Class 6 contains 129868 members 
Mstep: Class 7 contains 2952 members 
Mstep: Class 8 contains 2998 members 
Mstep: Class 9 contains 136020 members 
Mstep: Class 10 contains 152261 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 15954 members 
Mstep: Class 13 contains 37747 members 
Mstep: Class 14 contains 7716 members 
Mstep: Class 15 contains 5751 members 
Mstep: Class 16 contains 25504 members 
Mstep: Class 17 contains 35594 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 17612 members 
Mstep: Class 20 contains 20946 members 
Mstep: Class 21 contains 16360 members 
Mstep: Class 22 contains 3532 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 2721 members 
Mstep: Class 25 contains 58972 members 
Mstep: Class 26 contains 22691 members 
Mstep: Class 27 contains 13693 members 
Mstep: Class 28 contains 466 members 
Mstep: Class 29 contains 19734 members 
Mstep: Class 30 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 31 clusters Score -1.089037e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 99690 members 
Mstep: Class 3 contains 27360 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 11354 members 
Mstep: Class 6 contains 129903 members 
Mstep: Class 7 contains 2963 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 136019 members 
Mstep: Class 10 contains 152233 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 15957 members 
Mstep: Class 13 contains 37795 members 
Mstep: Class 14 contains 7710 members 
Mstep: Class 15 contains 5743 members 
Mstep: Class 16 contains 25514 members 
Mstep: Class 17 contains 35430 members 
Mstep: Class 18 contains 3900 members 
Mstep: Class 19 contains 17338 members 
Mstep: Class 20 contains 21010 members 
Mstep: Class 21 contains 16440 members 
Mstep: Class 22 contains 3531 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 2783 members 
Mstep: Class 25 contains 59065 members 
Mstep: Class 26 contains 22617 members 
Mstep: Class 27 contains 13820 members 
Mstep: Class 28 contains 466 members 
Mstep: Class 29 contains 19901 members 
Mstep: Class 30 contains 4441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 31 clusters Score -1.08904e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 99536 members 
Mstep: Class 3 contains 27396 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 11301 members 
Mstep: Class 6 contains 129896 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 8 contains 3050 members 
Mstep: Class 9 contains 136016 members 
Mstep: Class 10 contains 152177 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 15965 members 
Mstep: Class 13 contains 37814 members 
Mstep: Class 14 contains 7706 members 
Mstep: Class 15 contains 5739 members 
Mstep: Class 16 contains 25569 members 
Mstep: Class 17 contains 35294 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 17106 members 
Mstep: Class 20 contains 21072 members 
Mstep: Class 21 contains 16527 members 
Mstep: Class 22 contains 3530 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 2849 members 
Mstep: Class 25 contains 59143 members 
Mstep: Class 26 contains 22547 members 
Mstep: Class 27 contains 13952 members 
Mstep: Class 28 contains 467 members 
Mstep: Class 29 contains 20013 members 
Mstep: Class 30 contains 4448 members 
Entering Unmasked Estep 
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Iteration 68Q: 31 clusters Score -1.089043e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 99428 members 
Mstep: Class 3 contains 27424 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 11251 members 
Mstep: Class 6 contains 129901 members 
Mstep: Class 7 contains 2994 members 
Mstep: Class 8 contains 3077 members 
Mstep: Class 9 contains 136007 members 
Mstep: Class 10 contains 152160 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 15971 members 
Mstep: Class 13 contains 37824 members 
Mstep: Class 14 contains 7702 members 
Mstep: Class 15 contains 5731 members 
Mstep: Class 16 contains 25632 members 
Mstep: Class 17 contains 35149 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 16891 members 
Mstep: Class 20 contains 21130 members 
Mstep: Class 21 contains 16594 members 
Mstep: Class 22 contains 3531 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 2907 members 
Mstep: Class 25 contains 59237 members 
Mstep: Class 26 contains 22483 members 
Mstep: Class 27 contains 14063 members 
Mstep: Class 28 contains 471 members 
Mstep: Class 29 contains 20089 members 
Mstep: Class 30 contains 4456 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 69Q: 31 clusters Score -1.089046e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 99312 members 
Mstep: Class 3 contains 27452 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 11198 members 
Mstep: Class 6 contains 129923 members 
Mstep: Class 7 contains 3004 members 
Mstep: Class 8 contains 3112 members 
Mstep: Class 9 contains 135992 members 
Mstep: Class 10 contains 152127 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 15970 members 
Mstep: Class 13 contains 37811 members 
Mstep: Class 14 contains 7696 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 25698 members 
Mstep: Class 17 contains 35027 members 
Mstep: Class 18 contains 3908 members 
Mstep: Class 19 contains 16689 members 
Mstep: Class 20 contains 21190 members 
Mstep: Class 21 contains 16646 members 
Mstep: Class 22 contains 3532 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 2983 members 
Mstep: Class 25 contains 59323 members 
Mstep: Class 26 contains 22435 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 473 members 
Mstep: Class 29 contains 20154 members 
Mstep: Class 30 contains 4463 members 
Entering Unmasked Estep 
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Iteration 70Q: 31 clusters Score -1.089045e+08 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 99201 members 
Mstep: Class 3 contains 27475 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 11155 members 
Mstep: Class 6 contains 129937 members 
Mstep: Class 7 contains 3017 members 
Mstep: Class 8 contains 3141 members 
Mstep: Class 9 contains 135954 members 
Mstep: Class 10 contains 152068 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 15982 members 
Mstep: Class 13 contains 37844 members 
Mstep: Class 14 contains 7693 members 
Mstep: Class 15 contains 5726 members 
Mstep: Class 16 contains 25770 members 
Mstep: Class 17 contains 34919 members 
Mstep: Class 18 contains 3916 members 
Mstep: Class 19 contains 16468 members 
Mstep: Class 20 contains 21253 members 
Mstep: Class 21 contains 16689 members 
Mstep: Class 22 contains 3535 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 3040 members 
Mstep: Class 25 contains 59405 members 
Mstep: Class 26 contains 22390 members 
Mstep: Class 27 contains 14280 members 
Mstep: Class 28 contains 478 members 
Mstep: Class 29 contains 20210 members 
Mstep: Class 30 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108904688.000000 Penalty: 66754.359375
Iteration 71Q: 31 clusters Score -1.089047e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 99087 members 
Mstep: Class 3 contains 27491 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 11094 members 
Mstep: Class 6 contains 129944 members 
Mstep: Class 7 contains 3040 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 135923 members 
Mstep: Class 10 contains 152018 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 15996 members 
Mstep: Class 13 contains 37867 members 
Mstep: Class 14 contains 7689 members 
Mstep: Class 15 contains 5725 members 
Mstep: Class 16 contains 25867 members 
Mstep: Class 17 contains 34814 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 16253 members 
Mstep: Class 20 contains 21311 members 
Mstep: Class 21 contains 16729 members 
Mstep: Class 22 contains 3535 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 3094 members 
Mstep: Class 25 contains 59494 members 
Mstep: Class 26 contains 22371 members 
Mstep: Class 27 contains 14365 members 
Mstep: Class 28 contains 481 members 
Mstep: Class 29 contains 20266 members 
Mstep: Class 30 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108904880.000000 Penalty: 66754.359375
Iteration 72Q: 31 clusters Score -1.089049e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 98981 members 
Mstep: Class 3 contains 27498 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 11062 members 
Mstep: Class 6 contains 129913 members 
Mstep: Class 7 contains 3052 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 135887 members 
Mstep: Class 10 contains 151992 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 16010 members 
Mstep: Class 13 contains 37882 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 5726 members 
Mstep: Class 16 contains 25962 members 
Mstep: Class 17 contains 34710 members 
Mstep: Class 18 contains 3915 members 
Mstep: Class 19 contains 16076 members 
Mstep: Class 20 contains 21367 members 
Mstep: Class 21 contains 16758 members 
Mstep: Class 22 contains 3535 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 3148 members 
Mstep: Class 25 contains 59565 members 
Mstep: Class 26 contains 22367 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 484 members 
Mstep: Class 29 contains 20315 members 
Mstep: Class 30 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108905184.000000 Penalty: 66754.359375
Iteration 73Q: 31 clusters Score -1.089052e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 98864 members 
Mstep: Class 3 contains 27511 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 11022 members 
Mstep: Class 6 contains 129906 members 
Mstep: Class 7 contains 3071 members 
Mstep: Class 8 contains 3255 members 
Mstep: Class 9 contains 135872 members 
Mstep: Class 10 contains 151951 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 16025 members 
Mstep: Class 13 contains 37905 members 
Mstep: Class 14 contains 7681 members 
Mstep: Class 15 contains 5724 members 
Mstep: Class 16 contains 26050 members 
Mstep: Class 17 contains 34603 members 
Mstep: Class 18 contains 3916 members 
Mstep: Class 19 contains 15900 members 
Mstep: Class 20 contains 21422 members 
Mstep: Class 21 contains 16797 members 
Mstep: Class 22 contains 3535 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 3201 members 
Mstep: Class 25 contains 59614 members 
Mstep: Class 26 contains 22356 members 
Mstep: Class 27 contains 14528 members 
Mstep: Class 28 contains 485 members 
Mstep: Class 29 contains 20353 members 
Mstep: Class 30 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108905280.000000 Penalty: 66754.359375
Iteration 74Q: 31 clusters Score -1.089053e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 98737 members 
Mstep: Class 3 contains 27526 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 10975 members 
Mstep: Class 6 contains 129902 members 
Mstep: Class 7 contains 3083 members 
Mstep: Class 8 contains 3303 members 
Mstep: Class 9 contains 135836 members 
Mstep: Class 10 contains 151894 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 16040 members 
Mstep: Class 13 contains 37902 members 
Mstep: Class 14 contains 7681 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 26153 members 
Mstep: Class 17 contains 34526 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 15695 members 
Mstep: Class 20 contains 21495 members 
Mstep: Class 21 contains 16830 members 
Mstep: Class 22 contains 3536 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 3257 members 
Mstep: Class 25 contains 59687 members 
Mstep: Class 26 contains 22352 members 
Mstep: Class 27 contains 14613 members 
Mstep: Class 28 contains 487 members 
Mstep: Class 29 contains 20391 members 
Mstep: Class 30 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108905800.000000 Penalty: 66754.359375
Iteration 75Q: 31 clusters Score -1.089058e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 98609 members 
Mstep: Class 3 contains 27536 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 10948 members 
Mstep: Class 6 contains 129908 members 
Mstep: Class 7 contains 3102 members 
Mstep: Class 8 contains 3351 members 
Mstep: Class 9 contains 135820 members 
Mstep: Class 10 contains 151838 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 16064 members 
Mstep: Class 13 contains 37910 members 
Mstep: Class 14 contains 7681 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 26248 members 
Mstep: Class 17 contains 34451 members 
Mstep: Class 18 contains 3919 members 
Mstep: Class 19 contains 15481 members 
Mstep: Class 20 contains 21576 members 
Mstep: Class 21 contains 16854 members 
Mstep: Class 22 contains 3539 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 3302 members 
Mstep: Class 25 contains 59753 members 
Mstep: Class 26 contains 22341 members 
Mstep: Class 27 contains 14686 members 
Mstep: Class 28 contains 487 members 
Mstep: Class 29 contains 20418 members 
Mstep: Class 30 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108905960.000000 Penalty: 66754.359375
Iteration 76Q: 31 clusters Score -1.08906e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 98500 members 
Mstep: Class 3 contains 27552 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 10916 members 
Mstep: Class 6 contains 129903 members 
Mstep: Class 7 contains 3120 members 
Mstep: Class 8 contains 3410 members 
Mstep: Class 9 contains 135834 members 
Mstep: Class 10 contains 151752 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 16066 members 
Mstep: Class 13 contains 37899 members 
Mstep: Class 14 contains 7678 members 
Mstep: Class 15 contains 5725 members 
Mstep: Class 16 contains 26357 members 
Mstep: Class 17 contains 34373 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 20 contains 21650 members 
Mstep: Class 21 contains 16875 members 
Mstep: Class 22 contains 3541 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 3336 members 
Mstep: Class 25 contains 59837 members 
Mstep: Class 26 contains 22312 members 
Mstep: Class 27 contains 14782 members 
Mstep: Class 28 contains 490 members 
Mstep: Class 29 contains 20447 members 
Mstep: Class 30 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108906536.000000 Penalty: 66754.359375
Iteration 77Q: 31 clusters Score -1.089065e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 98370 members 
Mstep: Class 3 contains 27548 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 10888 members 
Mstep: Class 6 contains 129935 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 3462 members 
Mstep: Class 9 contains 135827 members 
Mstep: Class 10 contains 151666 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 16071 members 
Mstep: Class 13 contains 37899 members 
Mstep: Class 14 contains 7673 members 
Mstep: Class 15 contains 5726 members 
Mstep: Class 16 contains 26493 members 
Mstep: Class 17 contains 34302 members 
Mstep: Class 18 contains 3920 members 
Mstep: Class 19 contains 15060 members 
Mstep: Class 20 contains 21727 members 
Mstep: Class 21 contains 16889 members 
Mstep: Class 22 contains 3540 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 3364 members 
Mstep: Class 25 contains 59900 members 
Mstep: Class 26 contains 22303 members 
Mstep: Class 27 contains 14870 members 
Mstep: Class 28 contains 492 members 
Mstep: Class 29 contains 20477 members 
Mstep: Class 30 contains 4471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108906576.000000 Penalty: 66754.359375
Iteration 78Q: 31 clusters Score -1.089066e+08 nChanged 1707
Entering ConstructFrom: 
Score: -108906576.000000 Penalty: 66754.359375
Entering ConstructFrom: 
Trying to split cluster 1 (6634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Entering Unmasked Estep 
Score: -833874.875000 Penalty: 1429.994019
	Iteration 0F: 2 clusters Score -833874.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -828943.375000 Penalty: 2859.988037
	Iteration 0F: 3 clusters Score -828943.4 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -830576.437500 Penalty: 2859.988037
	Iteration 1F: 3 clusters Score -830576.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -831031.500000 Penalty: 2859.988037
	Iteration 2F: 3 clusters Score -831031.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -831432.000000 Penalty: 2859.988037
	Iteration 3F: 3 clusters Score -831432 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -831709.375000 Penalty: 2859.988037
	Iteration 4F: 3 clusters Score -831709.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -831903.625000 Penalty: 2859.988037
	Iteration 5Q: 3 clusters Score -831903.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -832047.687500 Penalty: 2859.988037
	Iteration 6Q: 3 clusters Score -832047.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -832145.812500 Penalty: 2859.988037
	Iteration 7Q: 3 clusters Score -832145.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -832195.187500 Penalty: 2859.988037
	Iteration 8Q: 3 clusters Score -832195.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -832229.625000 Penalty: 2859.988037
	Iteration 9Q: 3 clusters Score -832229.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -832254.500000 Penalty: 2859.988037
	Iteration 10Q: 3 clusters Score -832254.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -832270.562500 Penalty: 2859.988037
	Iteration 11Q: 3 clusters Score -832270.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -832280.125000 Penalty: 2859.988037
	Iteration 12Q: 3 clusters Score -832280.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -832286.312500 Penalty: 2859.988037
	Iteration 13Q: 3 clusters Score -832286.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -832289.562500 Penalty: 2859.988037
	Iteration 14Q: 3 clusters Score -832289.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -832291.375000 Penalty: 2859.988037
	Iteration 15Q: 3 clusters Score -832291.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -832292.312500 Penalty: 2859.988037
	Iteration 16Q: 3 clusters Score -832292.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -832295.437500 Penalty: 2859.988037
	Iteration 17Q: 3 clusters Score -832295.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -832296.875000 Penalty: 2859.988037
	Iteration 18Q: 3 clusters Score -832296.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -832299.750000 Penalty: 2859.988037
	Iteration 19Q: 3 clusters Score -832299.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -832302.312500 Penalty: 2859.988037
	Iteration 20F: 3 clusters Score -832302.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -832305.250000 Penalty: 2859.988037
	Iteration 21Q: 3 clusters Score -832305.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -832307.687500 Penalty: 2859.988037
	Iteration 22Q: 3 clusters Score -832307.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -832311.562500 Penalty: 2859.988037
	Iteration 23Q: 3 clusters Score -832311.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -832315.250000 Penalty: 2859.988037
	Iteration 24Q: 3 clusters Score -832315.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -832318.375000 Penalty: 2859.988037
	Iteration 25Q: 3 clusters Score -832318.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -832321.125000 Penalty: 2859.988037
	Iteration 26Q: 3 clusters Score -832321.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -832322.562500 Penalty: 2859.988037
	Iteration 27Q: 3 clusters Score -832322.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -832324.312500 Penalty: 2859.988037
	Iteration 28Q: 3 clusters Score -832324.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -832327.250000 Penalty: 2859.988037
	Iteration 29Q: 3 clusters Score -832327.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -832329.812500 Penalty: 2859.988037
	Iteration 30Q: 3 clusters Score -832329.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -832333.375000 Penalty: 2859.988037
	Iteration 31Q: 3 clusters Score -832333.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -832336.187500 Penalty: 2859.988037
	Iteration 32Q: 3 clusters Score -832336.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -832343.000000 Penalty: 2859.988037
	Iteration 33Q: 3 clusters Score -832343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -832351.875000 Penalty: 2859.988037
	Iteration 34Q: 3 clusters Score -832351.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -832357.937500 Penalty: 2859.988037
	Iteration 35Q: 3 clusters Score -832357.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -832366.500000 Penalty: 2859.988037
	Iteration 36Q: 3 clusters Score -832366.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -832377.812500 Penalty: 2859.988037
	Iteration 37Q: 3 clusters Score -832377.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -832391.812500 Penalty: 2859.988037
	Iteration 38Q: 3 clusters Score -832391.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -832398.125000 Penalty: 2859.988037
	Iteration 39Q: 3 clusters Score -832398.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -832408.750000 Penalty: 2859.988037
	Iteration 40F: 3 clusters Score -832408.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -832414.937500 Penalty: 2859.988037
	Iteration 41Q: 3 clusters Score -832414.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -832421.437500 Penalty: 2859.988037
	Iteration 42Q: 3 clusters Score -832421.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -832432.125000 Penalty: 2859.988037
	Iteration 43Q: 3 clusters Score -832432.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -832441.312500 Penalty: 2859.988037
	Iteration 44Q: 3 clusters Score -832441.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -832451.062500 Penalty: 2859.988037
	Iteration 45Q: 3 clusters Score -832451.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -832461.562500 Penalty: 2859.988037
	Iteration 46Q: 3 clusters Score -832461.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -832470.375000 Penalty: 2859.988037
	Iteration 47Q: 3 clusters Score -832470.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -832475.750000 Penalty: 2859.988037
	Iteration 48Q: 3 clusters Score -832475.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -832481.375000 Penalty: 2859.988037
	Iteration 49Q: 3 clusters Score -832481.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -832481.625000 Penalty: 2859.988037
	Iteration 50Q: 3 clusters Score -832481.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -832483.687500 Penalty: 2859.988037
	Iteration 51Q: 3 clusters Score -832483.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -832484.437500 Penalty: 2859.988037
	Iteration 52Q: 3 clusters Score -832484.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -832490.687500 Penalty: 2859.988037
	Iteration 53Q: 3 clusters Score -832490.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -832493.750000 Penalty: 2859.988037
	Iteration 54Q: 3 clusters Score -832493.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -832495.875000 Penalty: 2859.988037
	Iteration 55Q: 3 clusters Score -832495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -832497.687500 Penalty: 2859.988037
	Iteration 56Q: 3 clusters Score -832497.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -832499.187500 Penalty: 2859.988037
	Iteration 57Q: 3 clusters Score -832499.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -832505.562500 Penalty: 2859.988037
	Iteration 58Q: 3 clusters Score -832505.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -832506.312500 Penalty: 2859.988037
	Iteration 59Q: 3 clusters Score -832506.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -832513.625000 Penalty: 2859.988037
	Iteration 60F: 3 clusters Score -832513.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -832524.125000 Penalty: 2859.988037
	Iteration 61Q: 3 clusters Score -832524.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -832535.187500 Penalty: 2859.988037
	Iteration 62Q: 3 clusters Score -832535.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -832542.312500 Penalty: 2859.988037
	Iteration 63Q: 3 clusters Score -832542.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -832556.187500 Penalty: 2859.988037
	Iteration 64Q: 3 clusters Score -832556.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -832566.500000 Penalty: 2859.988037
	Iteration 65Q: 3 clusters Score -832566.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -832582.625000 Penalty: 2859.988037
	Iteration 66Q: 3 clusters Score -832582.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -832597.875000 Penalty: 2859.988037
	Iteration 67Q: 3 clusters Score -832597.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -832606.062500 Penalty: 2859.988037
	Iteration 68Q: 3 clusters Score -832606.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -832616.437500 Penalty: 2859.988037
	Iteration 69Q: 3 clusters Score -832616.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -832624.625000 Penalty: 2859.988037
	Iteration 70Q: 3 clusters Score -832624.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -832637.125000 Penalty: 2859.988037
	Iteration 71Q: 3 clusters Score -832637.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -832652.187500 Penalty: 2859.988037
	Iteration 72Q: 3 clusters Score -832652.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -832665.687500 Penalty: 2859.988037
	Iteration 73Q: 3 clusters Score -832665.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -832679.250000 Penalty: 2859.988037
	Iteration 74Q: 3 clusters Score -832679.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -832697.812500 Penalty: 2859.988037
	Iteration 75Q: 3 clusters Score -832697.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -832715.062500 Penalty: 2859.988037
	Iteration 76Q: 3 clusters Score -832715.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -832726.937500 Penalty: 2859.988037
	Iteration 77Q: 3 clusters Score -832726.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -832739.875000 Penalty: 2859.988037
	Iteration 78Q: 3 clusters Score -832739.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -832760.062500 Penalty: 2859.988037
	Iteration 79Q: 3 clusters Score -832760.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -832787.500000 Penalty: 2859.988037
	Iteration 80F: 3 clusters Score -832787.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -832802.000000 Penalty: 2859.988037
	Iteration 81Q: 3 clusters Score -832802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -832811.750000 Penalty: 2859.988037
	Iteration 82Q: 3 clusters Score -832811.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -832818.562500 Penalty: 2859.988037
	Iteration 83Q: 3 clusters Score -832818.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -832827.875000 Penalty: 2859.988037
	Iteration 84Q: 3 clusters Score -832827.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -832832.437500 Penalty: 2859.988037
	Iteration 85Q: 3 clusters Score -832832.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -832839.562500 Penalty: 2859.988037
	Iteration 86Q: 3 clusters Score -832839.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -832844.562500 Penalty: 2859.988037
	Iteration 87Q: 3 clusters Score -832844.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -832846.875000 Penalty: 2859.988037
	Iteration 88Q: 3 clusters Score -832846.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -832852.812500 Penalty: 2859.988037
	Iteration 89Q: 3 clusters Score -832852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -832854.437500 Penalty: 2859.988037
	Iteration 90Q: 3 clusters Score -832854.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -832859.687500 Penalty: 2859.988037
	Iteration 91Q: 3 clusters Score -832859.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -832862.000000 Penalty: 2859.988037
	Iteration 92Q: 3 clusters Score -832862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -832862.000000 Penalty: 2859.988037
	Iteration 93F: 3 clusters Score -832862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (98231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Entering Unmasked Estep 
Score: -12545046.000000 Penalty: 1867.950073
	Iteration 0F: 2 clusters Score -1.254505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -12480658.000000 Penalty: 3735.900146
	Iteration 0F: 3 clusters Score -1.248066e+07 nChanged 47146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -12507866.000000 Penalty: 3735.900146
	Iteration 1F: 3 clusters Score -1.250787e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -12508649.000000 Penalty: 3735.900146
	Iteration 2Q: 3 clusters Score -1.250865e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -12509536.000000 Penalty: 3735.900146
	Iteration 3Q: 3 clusters Score -1.250954e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -12510812.000000 Penalty: 3735.900146
	Iteration 4Q: 3 clusters Score -1.251081e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -12512532.000000 Penalty: 3735.900146
	Iteration 5Q: 3 clusters Score -1.251253e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -12515113.000000 Penalty: 3735.900146
	Iteration 6F: 3 clusters Score -1.251511e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -12518934.000000 Penalty: 3735.900146
	Iteration 7F: 3 clusters Score -1.251893e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -12524059.000000 Penalty: 3735.900146
	Iteration 8F: 3 clusters Score -1.252406e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -12529291.000000 Penalty: 3735.900146
	Iteration 9F: 3 clusters Score -1.252929e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -12533966.000000 Penalty: 3735.900146
	Iteration 10F: 3 clusters Score -1.253397e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90685 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -12537399.000000 Penalty: 3735.900146
	Iteration 11Q: 3 clusters Score -1.25374e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93371 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -12539734.000000 Penalty: 3735.900146
	Iteration 12Q: 3 clusters Score -1.253973e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95056 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -12541259.000000 Penalty: 3735.900146
	Iteration 13Q: 3 clusters Score -1.254126e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96109 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -12542096.000000 Penalty: 3735.900146
	Iteration 14Q: 3 clusters Score -1.25421e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -12542639.000000 Penalty: 3735.900146
	Iteration 15Q: 3 clusters Score -1.254264e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -12542923.000000 Penalty: 3735.900146
	Iteration 16Q: 3 clusters Score -1.254292e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97391 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12543085.000000 Penalty: 3735.900146
	Iteration 17Q: 3 clusters Score -1.254308e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97522 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -12543195.000000 Penalty: 3735.900146
	Iteration 18Q: 3 clusters Score -1.25432e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97593 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12543265.000000 Penalty: 3735.900146
	Iteration 19Q: 3 clusters Score -1.254326e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97633 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12543334.000000 Penalty: 3735.900146
	Iteration 20F: 3 clusters Score -1.254333e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97668 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -12543385.000000 Penalty: 3735.900146
	Iteration 21Q: 3 clusters Score -1.254338e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97679 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12543431.000000 Penalty: 3735.900146
	Iteration 22Q: 3 clusters Score -1.254343e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97685 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -12543470.000000 Penalty: 3735.900146
	Iteration 23Q: 3 clusters Score -1.254347e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97687 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -12543485.000000 Penalty: 3735.900146
	Iteration 24Q: 3 clusters Score -1.254348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97693 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12543497.000000 Penalty: 3735.900146
	Iteration 25Q: 3 clusters Score -1.25435e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97697 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -12543525.000000 Penalty: 3735.900146
	Iteration 26Q: 3 clusters Score -1.254352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97697 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -12543541.000000 Penalty: 3735.900146
	Iteration 27Q: 3 clusters Score -1.254354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97700 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12543562.000000 Penalty: 3735.900146
	Iteration 28Q: 3 clusters Score -1.254356e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12543579.000000 Penalty: 3735.900146
	Iteration 29Q: 3 clusters Score -1.254358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97706 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12543597.000000 Penalty: 3735.900146
	Iteration 30Q: 3 clusters Score -1.25436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12543604.000000 Penalty: 3735.900146
	Iteration 31Q: 3 clusters Score -1.25436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12543597.000000 Penalty: 3735.900146
	Iteration 32Q: 3 clusters Score -1.25436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97709 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12543614.000000 Penalty: 3735.900146
	Iteration 33Q: 3 clusters Score -1.254361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97710 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12543621.000000 Penalty: 3735.900146
	Iteration 34Q: 3 clusters Score -1.254362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97709 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12543624.000000 Penalty: 3735.900146
	Iteration 35Q: 3 clusters Score -1.254362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97707 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12543625.000000 Penalty: 3735.900146
	Iteration 36Q: 3 clusters Score -1.254362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97708 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12543627.000000 Penalty: 3735.900146
	Iteration 37Q: 3 clusters Score -1.254363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97708 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12543627.000000 Penalty: 3735.900146
	Iteration 38F: 3 clusters Score -1.254363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Entering Unmasked Estep 
Score: -3506119.250000 Penalty: 1661.331177
	Iteration 0F: 2 clusters Score -3506119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3487648.500000 Penalty: 3322.662354
	Iteration 0F: 3 clusters Score -3487648 nChanged 12635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -3494777.000000 Penalty: 3322.662354
	Iteration 1F: 3 clusters Score -3494777 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -3495489.000000 Penalty: 3322.662354
	Iteration 2F: 3 clusters Score -3495489 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3496335.500000 Penalty: 3322.662354
	Iteration 3F: 3 clusters Score -3496336 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3497296.750000 Penalty: 3322.662354
	Iteration 4F: 3 clusters Score -3497297 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3498245.500000 Penalty: 3322.662354
	Iteration 5F: 3 clusters Score -3498246 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -3499106.000000 Penalty: 3322.662354
	Iteration 6F: 3 clusters Score -3499106 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3499723.750000 Penalty: 3322.662354
	Iteration 7Q: 3 clusters Score -3499724 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -3500186.750000 Penalty: 3322.662354
	Iteration 8Q: 3 clusters Score -3500187 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -3500544.000000 Penalty: 3322.662354
	Iteration 9Q: 3 clusters Score -3500544 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3500844.250000 Penalty: 3322.662354
	Iteration 10Q: 3 clusters Score -3500844 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -3501201.500000 Penalty: 3322.662354
	Iteration 11Q: 3 clusters Score -3501202 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3501614.750000 Penalty: 3322.662354
	Iteration 12Q: 3 clusters Score -3501615 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3502094.750000 Penalty: 3322.662354
	Iteration 13Q: 3 clusters Score -3502095 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3502617.750000 Penalty: 3322.662354
	Iteration 14Q: 3 clusters Score -3502618 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3503032.000000 Penalty: 3322.662354
	Iteration 15Q: 3 clusters Score -3503032 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3503374.000000 Penalty: 3322.662354
	Iteration 16Q: 3 clusters Score -3503374 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3503616.500000 Penalty: 3322.662354
	Iteration 17Q: 3 clusters Score -3503616 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3503775.250000 Penalty: 3322.662354
	Iteration 18Q: 3 clusters Score -3503775 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3503881.250000 Penalty: 3322.662354
	Iteration 19Q: 3 clusters Score -3503881 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3503967.000000 Penalty: 3322.662354
	Iteration 20F: 3 clusters Score -3503967 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3504038.750000 Penalty: 3322.662354
	Iteration 21Q: 3 clusters Score -3504039 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3504110.750000 Penalty: 3322.662354
	Iteration 22Q: 3 clusters Score -3504111 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3504171.250000 Penalty: 3322.662354
	Iteration 23Q: 3 clusters Score -3504171 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3504215.750000 Penalty: 3322.662354
	Iteration 24Q: 3 clusters Score -3504216 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3504258.250000 Penalty: 3322.662354
	Iteration 25Q: 3 clusters Score -3504258 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3504311.750000 Penalty: 3322.662354
	Iteration 26Q: 3 clusters Score -3504312 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3504349.000000 Penalty: 3322.662354
	Iteration 27Q: 3 clusters Score -3504349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3504377.000000 Penalty: 3322.662354
	Iteration 28Q: 3 clusters Score -3504377 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3504403.500000 Penalty: 3322.662354
	Iteration 29Q: 3 clusters Score -3504404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3504417.750000 Penalty: 3322.662354
	Iteration 30Q: 3 clusters Score -3504418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3504441.500000 Penalty: 3322.662354
	Iteration 31Q: 3 clusters Score -3504442 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3504466.250000 Penalty: 3322.662354
	Iteration 32Q: 3 clusters Score -3504466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3504477.000000 Penalty: 3322.662354
	Iteration 33Q: 3 clusters Score -3504477 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3504497.750000 Penalty: 3322.662354
	Iteration 34Q: 3 clusters Score -3504498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3504507.500000 Penalty: 3322.662354
	Iteration 35Q: 3 clusters Score -3504508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3504518.500000 Penalty: 3322.662354
	Iteration 36Q: 3 clusters Score -3504518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3504537.000000 Penalty: 3322.662354
	Iteration 37Q: 3 clusters Score -3504537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3504553.000000 Penalty: 3322.662354
	Iteration 38Q: 3 clusters Score -3504553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3504569.750000 Penalty: 3322.662354
	Iteration 39Q: 3 clusters Score -3504570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3504572.750000 Penalty: 3322.662354
	Iteration 40F: 3 clusters Score -3504573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3504573.000000 Penalty: 3322.662354
	Iteration 41Q: 3 clusters Score -3504573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3504578.750000 Penalty: 3322.662354
	Iteration 42Q: 3 clusters Score -3504579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3504586.500000 Penalty: 3322.662354
	Iteration 43Q: 3 clusters Score -3504586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3504592.000000 Penalty: 3322.662354
	Iteration 44Q: 3 clusters Score -3504592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3504592.000000 Penalty: 3322.662354
	Iteration 45Q: 3 clusters Score -3504592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3504605.250000 Penalty: 3322.662354
	Iteration 46Q: 3 clusters Score -3504605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3504617.750000 Penalty: 3322.662354
	Iteration 47Q: 3 clusters Score -3504618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3504619.250000 Penalty: 3322.662354
	Iteration 48Q: 3 clusters Score -3504619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3504623.750000 Penalty: 3322.662354
	Iteration 49Q: 3 clusters Score -3504624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3504633.000000 Penalty: 3322.662354
	Iteration 50Q: 3 clusters Score -3504633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3504643.250000 Penalty: 3322.662354
	Iteration 51Q: 3 clusters Score -3504643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3504653.000000 Penalty: 3322.662354
	Iteration 52Q: 3 clusters Score -3504653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3504660.500000 Penalty: 3322.662354
	Iteration 53Q: 3 clusters Score -3504660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3504669.000000 Penalty: 3322.662354
	Iteration 54Q: 3 clusters Score -3504669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3504674.500000 Penalty: 3322.662354
	Iteration 55Q: 3 clusters Score -3504674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3504680.250000 Penalty: 3322.662354
	Iteration 56Q: 3 clusters Score -3504680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3504685.750000 Penalty: 3322.662354
	Iteration 57Q: 3 clusters Score -3504686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3504693.500000 Penalty: 3322.662354
	Iteration 58Q: 3 clusters Score -3504694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3504690.000000 Penalty: 3322.662354
	Iteration 59Q: 3 clusters Score -3504690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3504698.750000 Penalty: 3322.662354
	Iteration 60F: 3 clusters Score -3504699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3504706.250000 Penalty: 3322.662354
	Iteration 61Q: 3 clusters Score -3504706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3504703.500000 Penalty: 3322.662354
	Iteration 62Q: 3 clusters Score -3504704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3504703.000000 Penalty: 3322.662354
	Iteration 63Q: 3 clusters Score -3504703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3504706.500000 Penalty: 3322.662354
	Iteration 64Q: 3 clusters Score -3504706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3504706.500000 Penalty: 3322.662354
	Iteration 65F: 3 clusters Score -3504706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -165798.234375 Penalty: 1174.022461
	Iteration 0F: 2 clusters Score -165798.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -164126.843750 Penalty: 2348.044922
	Iteration 0F: 3 clusters Score -164126.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -164483.484375 Penalty: 2348.044922
	Iteration 1F: 3 clusters Score -164483.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -164579.187500 Penalty: 2348.044922
	Iteration 2F: 3 clusters Score -164579.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -164630.812500 Penalty: 2348.044922
	Iteration 3Q: 3 clusters Score -164630.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -164671.609375 Penalty: 2348.044922
	Iteration 4Q: 3 clusters Score -164671.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -164693.421875 Penalty: 2348.044922
	Iteration 5Q: 3 clusters Score -164693.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -164704.296875 Penalty: 2348.044922
	Iteration 6Q: 3 clusters Score -164704.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -164710.765625 Penalty: 2348.044922
	Iteration 7Q: 3 clusters Score -164710.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -164721.546875 Penalty: 2348.044922
	Iteration 8Q: 3 clusters Score -164721.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -164729.140625 Penalty: 2348.044922
	Iteration 9Q: 3 clusters Score -164729.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -164737.734375 Penalty: 2348.044922
	Iteration 10Q: 3 clusters Score -164737.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -164743.828125 Penalty: 2348.044922
	Iteration 11Q: 3 clusters Score -164743.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -164748.218750 Penalty: 2348.044922
	Iteration 12Q: 3 clusters Score -164748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -164752.437500 Penalty: 2348.044922
	Iteration 13Q: 3 clusters Score -164752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -164755.312500 Penalty: 2348.044922
	Iteration 14Q: 3 clusters Score -164755.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -164758.171875 Penalty: 2348.044922
	Iteration 15Q: 3 clusters Score -164758.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -164760.734375 Penalty: 2348.044922
	Iteration 16Q: 3 clusters Score -164760.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -164762.312500 Penalty: 2348.044922
	Iteration 17Q: 3 clusters Score -164762.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -164763.984375 Penalty: 2348.044922
	Iteration 18Q: 3 clusters Score -164764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -164764.546875 Penalty: 2348.044922
	Iteration 19Q: 3 clusters Score -164764.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -164765.375000 Penalty: 2348.044922
	Iteration 20F: 3 clusters Score -164765.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Entering Unmasked Estep 
Score: -1321399.375000 Penalty: 1510.101685
	Iteration 0F: 2 clusters Score -1321399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1313612.000000 Penalty: 3020.203369
	Iteration 0F: 3 clusters Score -1313612 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1316157.125000 Penalty: 3020.203369
	Iteration 1F: 3 clusters Score -1316157 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1316390.750000 Penalty: 3020.203369
	Iteration 2F: 3 clusters Score -1316391 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1316576.375000 Penalty: 3020.203369
	Iteration 3Q: 3 clusters Score -1316576 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1316761.500000 Penalty: 3020.203369
	Iteration 4Q: 3 clusters Score -1316762 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1317009.750000 Penalty: 3020.203369
	Iteration 5Q: 3 clusters Score -1317010 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1317286.500000 Penalty: 3020.203369
	Iteration 6Q: 3 clusters Score -1317286 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1317606.125000 Penalty: 3020.203369
	Iteration 7Q: 3 clusters Score -1317606 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1318010.250000 Penalty: 3020.203369
	Iteration 8F: 3 clusters Score -1318010 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1318450.500000 Penalty: 3020.203369
	Iteration 9F: 3 clusters Score -1318450 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1318876.625000 Penalty: 3020.203369
	Iteration 10F: 3 clusters Score -1318877 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1319232.750000 Penalty: 3020.203369
	Iteration 11Q: 3 clusters Score -1319233 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1319533.125000 Penalty: 3020.203369
	Iteration 12Q: 3 clusters Score -1319533 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1319779.250000 Penalty: 3020.203369
	Iteration 13Q: 3 clusters Score -1319779 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1319952.500000 Penalty: 3020.203369
	Iteration 14Q: 3 clusters Score -1319952 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1320060.000000 Penalty: 3020.203369
	Iteration 15Q: 3 clusters Score -1320060 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1320140.125000 Penalty: 3020.203369
	Iteration 16Q: 3 clusters Score -1320140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1320193.750000 Penalty: 3020.203369
	Iteration 17Q: 3 clusters Score -1320194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1320232.375000 Penalty: 3020.203369
	Iteration 18Q: 3 clusters Score -1320232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1320259.750000 Penalty: 3020.203369
	Iteration 19Q: 3 clusters Score -1320260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1320280.750000 Penalty: 3020.203369
	Iteration 20F: 3 clusters Score -1320281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1320300.000000 Penalty: 3020.203369
	Iteration 21Q: 3 clusters Score -1320300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1320308.000000 Penalty: 3020.203369
	Iteration 22Q: 3 clusters Score -1320308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1320322.250000 Penalty: 3020.203369
	Iteration 23Q: 3 clusters Score -1320322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1320337.000000 Penalty: 3020.203369
	Iteration 24Q: 3 clusters Score -1320337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1320349.250000 Penalty: 3020.203369
	Iteration 25Q: 3 clusters Score -1320349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1320356.875000 Penalty: 3020.203369
	Iteration 26Q: 3 clusters Score -1320357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1320367.750000 Penalty: 3020.203369
	Iteration 27Q: 3 clusters Score -1320368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1320378.500000 Penalty: 3020.203369
	Iteration 28Q: 3 clusters Score -1320378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1320385.000000 Penalty: 3020.203369
	Iteration 29Q: 3 clusters Score -1320385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1320393.250000 Penalty: 3020.203369
	Iteration 30Q: 3 clusters Score -1320393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1320396.250000 Penalty: 3020.203369
	Iteration 31Q: 3 clusters Score -1320396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1320398.500000 Penalty: 3020.203369
	Iteration 32Q: 3 clusters Score -1320398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1320400.000000 Penalty: 3020.203369
	Iteration 33Q: 3 clusters Score -1320400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1320401.250000 Penalty: 3020.203369
	Iteration 34Q: 3 clusters Score -1320401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1320401.750000 Penalty: 3020.203369
	Iteration 35Q: 3 clusters Score -1320402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1320401.750000 Penalty: 3020.203369
	Iteration 36Q: 3 clusters Score -1320402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1320401.750000 Penalty: 3020.203369
	Iteration 37F: 3 clusters Score -1320402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (129943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129943 members 
Entering Unmasked Estep 
Score: -16628543.000000 Penalty: 1913.413208
	Iteration 0F: 2 clusters Score -1.662854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65072 members 
Mstep: Class 2 contains 64871 members 
Entering Unmasked Estep 
Score: -16546980.000000 Penalty: 3826.826416
	Iteration 0F: 3 clusters Score -1.654698e+07 nChanged 62430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 62319 members 
Entering Unmasked Estep 
Score: -16583992.000000 Penalty: 3826.826416
	Iteration 1F: 3 clusters Score -1.658399e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -16585346.000000 Penalty: 3826.826416
	Iteration 2Q: 3 clusters Score -1.658535e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -16587380.000000 Penalty: 3826.826416
	Iteration 3Q: 3 clusters Score -1.658738e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -16590445.000000 Penalty: 3826.826416
	Iteration 4F: 3 clusters Score -1.659044e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82439 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -16594401.000000 Penalty: 3826.826416
	Iteration 5F: 3 clusters Score -1.65944e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87905 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -16598811.000000 Penalty: 3826.826416
	Iteration 6F: 3 clusters Score -1.659881e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92769 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -16603133.000000 Penalty: 3826.826416
	Iteration 7F: 3 clusters Score -1.660313e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -16607386.000000 Penalty: 3826.826416
	Iteration 8F: 3 clusters Score -1.660739e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99252 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -16610765.000000 Penalty: 3826.826416
	Iteration 9Q: 3 clusters Score -1.661076e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100579 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -16612658.000000 Penalty: 3826.826416
	Iteration 10Q: 3 clusters Score -1.661266e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101266 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -16613720.000000 Penalty: 3826.826416
	Iteration 11Q: 3 clusters Score -1.661372e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -16614208.000000 Penalty: 3826.826416
	Iteration 12Q: 3 clusters Score -1.661421e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102226 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -16614644.000000 Penalty: 3826.826416
	Iteration 13Q: 3 clusters Score -1.661464e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102646 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -16614826.000000 Penalty: 3826.826416
	Iteration 14Q: 3 clusters Score -1.661483e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103056 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -16615007.000000 Penalty: 3826.826416
	Iteration 15Q: 3 clusters Score -1.661501e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103490 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -16615164.000000 Penalty: 3826.826416
	Iteration 16Q: 3 clusters Score -1.661516e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -16615355.000000 Penalty: 3826.826416
	Iteration 17Q: 3 clusters Score -1.661536e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104410 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -16615502.000000 Penalty: 3826.826416
	Iteration 18Q: 3 clusters Score -1.66155e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104927 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -16615603.000000 Penalty: 3826.826416
	Iteration 19Q: 3 clusters Score -1.66156e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105453 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -16615854.000000 Penalty: 3826.826416
	Iteration 20F: 3 clusters Score -1.661585e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105962 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -16616060.000000 Penalty: 3826.826416
	Iteration 21Q: 3 clusters Score -1.661606e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -16616219.000000 Penalty: 3826.826416
	Iteration 22Q: 3 clusters Score -1.661622e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106998 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -16616414.000000 Penalty: 3826.826416
	Iteration 23Q: 3 clusters Score -1.661641e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107541 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -16616587.000000 Penalty: 3826.826416
	Iteration 24Q: 3 clusters Score -1.661659e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -16616739.000000 Penalty: 3826.826416
	Iteration 25Q: 3 clusters Score -1.661674e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108797 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -16617044.000000 Penalty: 3826.826416
	Iteration 26Q: 3 clusters Score -1.661704e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109442 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -16617388.000000 Penalty: 3826.826416
	Iteration 27Q: 3 clusters Score -1.661739e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110111 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -16618006.000000 Penalty: 3826.826416
	Iteration 28Q: 3 clusters Score -1.661801e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110904 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -16618885.000000 Penalty: 3826.826416
	Iteration 29Q: 3 clusters Score -1.661888e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111770 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -16619673.000000 Penalty: 3826.826416
	Iteration 30Q: 3 clusters Score -1.661967e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112775 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -16620524.000000 Penalty: 3826.826416
	Iteration 31Q: 3 clusters Score -1.662052e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113855 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -16621240.000000 Penalty: 3826.826416
	Iteration 32Q: 3 clusters Score -1.662124e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115107 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -16622014.000000 Penalty: 3826.826416
	Iteration 33Q: 3 clusters Score -1.662201e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116461 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -16622827.000000 Penalty: 3826.826416
	Iteration 34Q: 3 clusters Score -1.662283e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117911 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -16623447.000000 Penalty: 3826.826416
	Iteration 35Q: 3 clusters Score -1.662345e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119428 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -16624032.000000 Penalty: 3826.826416
	Iteration 36Q: 3 clusters Score -1.662403e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120986 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -16624653.000000 Penalty: 3826.826416
	Iteration 37Q: 3 clusters Score -1.662465e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122457 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -16625310.000000 Penalty: 3826.826416
	Iteration 38Q: 3 clusters Score -1.662531e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123772 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -16625660.000000 Penalty: 3826.826416
	Iteration 39Q: 3 clusters Score -1.662566e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124861 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -16626181.000000 Penalty: 3826.826416
	Iteration 40F: 3 clusters Score -1.662618e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125818 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -16626344.000000 Penalty: 3826.826416
	Iteration 41Q: 3 clusters Score -1.662634e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126588 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -16626522.000000 Penalty: 3826.826416
	Iteration 42Q: 3 clusters Score -1.662652e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127204 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -16626656.000000 Penalty: 3826.826416
	Iteration 43Q: 3 clusters Score -1.662666e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127679 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -16626760.000000 Penalty: 3826.826416
	Iteration 44Q: 3 clusters Score -1.662676e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128036 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -16626833.000000 Penalty: 3826.826416
	Iteration 45Q: 3 clusters Score -1.662683e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128311 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -16626951.000000 Penalty: 3826.826416
	Iteration 46Q: 3 clusters Score -1.662695e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128511 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -16626977.000000 Penalty: 3826.826416
	Iteration 47Q: 3 clusters Score -1.662698e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128672 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -16627045.000000 Penalty: 3826.826416
	Iteration 48Q: 3 clusters Score -1.662704e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128805 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -16627086.000000 Penalty: 3826.826416
	Iteration 49Q: 3 clusters Score -1.662709e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128900 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -16627106.000000 Penalty: 3826.826416
	Iteration 50Q: 3 clusters Score -1.662711e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128974 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -16627137.000000 Penalty: 3826.826416
	Iteration 51Q: 3 clusters Score -1.662714e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129029 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -16627136.000000 Penalty: 3826.826416
	Iteration 52Q: 3 clusters Score -1.662714e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129081 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -16627161.000000 Penalty: 3826.826416
	Iteration 53Q: 3 clusters Score -1.662716e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129126 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -16627176.000000 Penalty: 3826.826416
	Iteration 54Q: 3 clusters Score -1.662718e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129164 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -16627175.000000 Penalty: 3826.826416
	Iteration 55Q: 3 clusters Score -1.662718e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129199 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -16627185.000000 Penalty: 3826.826416
	Iteration 56Q: 3 clusters Score -1.662718e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129222 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -16627203.000000 Penalty: 3826.826416
	Iteration 57Q: 3 clusters Score -1.66272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129238 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -16627193.000000 Penalty: 3826.826416
	Iteration 58Q: 3 clusters Score -1.662719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129253 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -16627217.000000 Penalty: 3826.826416
	Iteration 59Q: 3 clusters Score -1.662722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129262 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -16627224.000000 Penalty: 3826.826416
	Iteration 60F: 3 clusters Score -1.662722e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129276 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -16627238.000000 Penalty: 3826.826416
	Iteration 61Q: 3 clusters Score -1.662724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129291 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -16627238.000000 Penalty: 3826.826416
	Iteration 62Q: 3 clusters Score -1.662724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129304 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -16627255.000000 Penalty: 3826.826416
	Iteration 63Q: 3 clusters Score -1.662726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129321 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -16627249.000000 Penalty: 3826.826416
	Iteration 64Q: 3 clusters Score -1.662725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129327 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -16627246.000000 Penalty: 3826.826416
	Iteration 65Q: 3 clusters Score -1.662725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129334 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -16627249.000000 Penalty: 3826.826416
	Iteration 66Q: 3 clusters Score -1.662725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129336 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -16627247.000000 Penalty: 3826.826416
	Iteration 67Q: 3 clusters Score -1.662725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129343 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -16627244.000000 Penalty: 3826.826416
	Iteration 68Q: 3 clusters Score -1.662724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129350 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -16627246.000000 Penalty: 3826.826416
	Iteration 69Q: 3 clusters Score -1.662725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129360 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -16627224.000000 Penalty: 3826.826416
	Iteration 70Q: 3 clusters Score -1.662722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129365 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -16627224.000000 Penalty: 3826.826416
	Iteration 71Q: 3 clusters Score -1.662722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129366 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -16627230.000000 Penalty: 3826.826416
	Iteration 72Q: 3 clusters Score -1.662723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129367 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -16627222.000000 Penalty: 3826.826416
	Iteration 73Q: 3 clusters Score -1.662722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129367 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -16627222.000000 Penalty: 3826.826416
	Iteration 74F: 3 clusters Score -1.662722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Entering Unmasked Estep 
Score: -365595.281250 Penalty: 1310.503418
	Iteration 0F: 2 clusters Score -365595.3 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 1594 members 
Entering Unmasked Estep 
Score: -362718.281250 Penalty: 2621.006836
	Iteration 0F: 3 clusters Score -362718.3 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -363420.468750 Penalty: 2621.006836
	Iteration 1F: 3 clusters Score -363420.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -363620.781250 Penalty: 2621.006836
	Iteration 2F: 3 clusters Score -363620.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -363763.343750 Penalty: 2621.006836
	Iteration 3F: 3 clusters Score -363763.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -363884.812500 Penalty: 2621.006836
	Iteration 4F: 3 clusters Score -363884.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -364015.437500 Penalty: 2621.006836
	Iteration 5Q: 3 clusters Score -364015.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -364150.718750 Penalty: 2621.006836
	Iteration 6Q: 3 clusters Score -364150.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -364281.687500 Penalty: 2621.006836
	Iteration 7Q: 3 clusters Score -364281.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -364384.656250 Penalty: 2621.006836
	Iteration 8Q: 3 clusters Score -364384.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -364475.656250 Penalty: 2621.006836
	Iteration 9Q: 3 clusters Score -364475.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -364573.687500 Penalty: 2621.006836
	Iteration 10Q: 3 clusters Score -364573.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -364655.031250 Penalty: 2621.006836
	Iteration 11Q: 3 clusters Score -364655 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -364745.656250 Penalty: 2621.006836
	Iteration 12Q: 3 clusters Score -364745.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -364828.718750 Penalty: 2621.006836
	Iteration 13Q: 3 clusters Score -364828.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -364880.687500 Penalty: 2621.006836
	Iteration 14Q: 3 clusters Score -364880.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -364917.593750 Penalty: 2621.006836
	Iteration 15Q: 3 clusters Score -364917.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -364942.375000 Penalty: 2621.006836
	Iteration 16Q: 3 clusters Score -364942.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -364959.812500 Penalty: 2621.006836
	Iteration 17Q: 3 clusters Score -364959.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -364976.218750 Penalty: 2621.006836
	Iteration 18Q: 3 clusters Score -364976.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -364988.687500 Penalty: 2621.006836
	Iteration 19Q: 3 clusters Score -364988.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -364995.968750 Penalty: 2621.006836
	Iteration 20F: 3 clusters Score -364996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -364999.125000 Penalty: 2621.006836
	Iteration 21Q: 3 clusters Score -364999.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -365001.062500 Penalty: 2621.006836
	Iteration 22Q: 3 clusters Score -365001.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -365001.500000 Penalty: 2621.006836
	Iteration 23Q: 3 clusters Score -365001.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -365001.500000 Penalty: 2621.006836
	Iteration 24F: 3 clusters Score -365001.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Entering Unmasked Estep 
Score: -434302.250000 Penalty: 1326.686646
	Iteration 0F: 2 clusters Score -434302.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -431284.656250 Penalty: 2653.373291
	Iteration 0F: 3 clusters Score -431284.7 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -432088.156250 Penalty: 2653.373291
	Iteration 1F: 3 clusters Score -432088.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -432281.125000 Penalty: 2653.373291
	Iteration 2F: 3 clusters Score -432281.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -432423.437500 Penalty: 2653.373291
	Iteration 3F: 3 clusters Score -432423.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -432538.968750 Penalty: 2653.373291
	Iteration 4Q: 3 clusters Score -432539 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -432653.031250 Penalty: 2653.373291
	Iteration 5Q: 3 clusters Score -432653 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -432786.937500 Penalty: 2653.373291
	Iteration 6Q: 3 clusters Score -432786.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -432908.406250 Penalty: 2653.373291
	Iteration 7Q: 3 clusters Score -432908.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -433009.468750 Penalty: 2653.373291
	Iteration 8Q: 3 clusters Score -433009.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -433068.968750 Penalty: 2653.373291
	Iteration 9Q: 3 clusters Score -433069 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -433130.468750 Penalty: 2653.373291
	Iteration 10Q: 3 clusters Score -433130.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -433185.062500 Penalty: 2653.373291
	Iteration 11Q: 3 clusters Score -433185.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -433220.593750 Penalty: 2653.373291
	Iteration 12Q: 3 clusters Score -433220.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -433250.375000 Penalty: 2653.373291
	Iteration 13Q: 3 clusters Score -433250.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -433276.500000 Penalty: 2653.373291
	Iteration 14Q: 3 clusters Score -433276.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -433290.500000 Penalty: 2653.373291
	Iteration 15Q: 3 clusters Score -433290.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -433301.218750 Penalty: 2653.373291
	Iteration 16Q: 3 clusters Score -433301.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -433310.031250 Penalty: 2653.373291
	Iteration 17Q: 3 clusters Score -433310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -433316.468750 Penalty: 2653.373291
	Iteration 18Q: 3 clusters Score -433316.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -433320.093750 Penalty: 2653.373291
	Iteration 19Q: 3 clusters Score -433320.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -433324.406250 Penalty: 2653.373291
	Iteration 20F: 3 clusters Score -433324.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -433326.156250 Penalty: 2653.373291
	Iteration 21Q: 3 clusters Score -433326.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -433327.718750 Penalty: 2653.373291
	Iteration 22Q: 3 clusters Score -433327.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -433330.343750 Penalty: 2653.373291
	Iteration 23Q: 3 clusters Score -433330.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -433334.781250 Penalty: 2653.373291
	Iteration 24Q: 3 clusters Score -433334.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -433338.218750 Penalty: 2653.373291
	Iteration 25Q: 3 clusters Score -433338.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -433342.312500 Penalty: 2653.373291
	Iteration 26Q: 3 clusters Score -433342.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -433343.906250 Penalty: 2653.373291
	Iteration 27Q: 3 clusters Score -433343.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -433344.687500 Penalty: 2653.373291
	Iteration 28Q: 3 clusters Score -433344.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -433345.250000 Penalty: 2653.373291
	Iteration 29Q: 3 clusters Score -433345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -433345.250000 Penalty: 2653.373291
	Iteration 30F: 3 clusters Score -433345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (135776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135776 members 
Entering Unmasked Estep 
Score: -17280922.000000 Penalty: 1920.548828
	Iteration 0F: 2 clusters Score -1.728092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -17199704.000000 Penalty: 3841.097656
	Iteration 0F: 3 clusters Score -1.71997e+07 nChanged 65194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 73680 members 
Entering Unmasked Estep 
Score: -17238418.000000 Penalty: 3841.097656
	Iteration 1F: 3 clusters Score -1.723842e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 76402 members 
Entering Unmasked Estep 
Score: -17239882.000000 Penalty: 3841.097656
	Iteration 2Q: 3 clusters Score -1.723988e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55435 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -17242608.000000 Penalty: 3841.097656
	Iteration 3Q: 3 clusters Score -1.724261e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 85531 members 
Entering Unmasked Estep 
Score: -17246456.000000 Penalty: 3841.097656
	Iteration 4F: 3 clusters Score -1.724646e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 91519 members 
Entering Unmasked Estep 
Score: -17252328.000000 Penalty: 3841.097656
	Iteration 5F: 3 clusters Score -1.725233e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 96764 members 
Entering Unmasked Estep 
Score: -17258746.000000 Penalty: 3841.097656
	Iteration 6F: 3 clusters Score -1.725875e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 99999 members 
Entering Unmasked Estep 
Score: -17264390.000000 Penalty: 3841.097656
	Iteration 7F: 3 clusters Score -1.726439e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 101594 members 
Entering Unmasked Estep 
Score: -17267588.000000 Penalty: 3841.097656
	Iteration 8Q: 3 clusters Score -1.726759e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 102395 members 
Entering Unmasked Estep 
Score: -17268802.000000 Penalty: 3841.097656
	Iteration 9Q: 3 clusters Score -1.72688e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 103015 members 
Entering Unmasked Estep 
Score: -17269604.000000 Penalty: 3841.097656
	Iteration 10Q: 3 clusters Score -1.72696e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 103548 members 
Entering Unmasked Estep 
Score: -17270108.000000 Penalty: 3841.097656
	Iteration 11Q: 3 clusters Score -1.727011e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 104086 members 
Entering Unmasked Estep 
Score: -17270684.000000 Penalty: 3841.097656
	Iteration 12Q: 3 clusters Score -1.727068e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 104637 members 
Entering Unmasked Estep 
Score: -17271220.000000 Penalty: 3841.097656
	Iteration 13Q: 3 clusters Score -1.727122e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 105147 members 
Entering Unmasked Estep 
Score: -17271824.000000 Penalty: 3841.097656
	Iteration 14Q: 3 clusters Score -1.727182e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 105625 members 
Entering Unmasked Estep 
Score: -17272388.000000 Penalty: 3841.097656
	Iteration 15Q: 3 clusters Score -1.727239e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -17272882.000000 Penalty: 3841.097656
	Iteration 16Q: 3 clusters Score -1.727288e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 106376 members 
Entering Unmasked Estep 
Score: -17273352.000000 Penalty: 3841.097656
	Iteration 17Q: 3 clusters Score -1.727335e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 106675 members 
Entering Unmasked Estep 
Score: -17273736.000000 Penalty: 3841.097656
	Iteration 18Q: 3 clusters Score -1.727374e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 106919 members 
Entering Unmasked Estep 
Score: -17274036.000000 Penalty: 3841.097656
	Iteration 19Q: 3 clusters Score -1.727404e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 107108 members 
Entering Unmasked Estep 
Score: -17274272.000000 Penalty: 3841.097656
	Iteration 20F: 3 clusters Score -1.727427e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 107294 members 
Entering Unmasked Estep 
Score: -17274556.000000 Penalty: 3841.097656
	Iteration 21Q: 3 clusters Score -1.727456e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 107500 members 
Entering Unmasked Estep 
Score: -17274788.000000 Penalty: 3841.097656
	Iteration 22Q: 3 clusters Score -1.727479e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 107679 members 
Entering Unmasked Estep 
Score: -17275010.000000 Penalty: 3841.097656
	Iteration 23Q: 3 clusters Score -1.727501e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 107836 members 
Entering Unmasked Estep 
Score: -17275206.000000 Penalty: 3841.097656
	Iteration 24Q: 3 clusters Score -1.727521e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 108009 members 
Entering Unmasked Estep 
Score: -17275448.000000 Penalty: 3841.097656
	Iteration 25Q: 3 clusters Score -1.727545e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 108157 members 
Entering Unmasked Estep 
Score: -17275650.000000 Penalty: 3841.097656
	Iteration 26Q: 3 clusters Score -1.727565e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 108324 members 
Entering Unmasked Estep 
Score: -17275838.000000 Penalty: 3841.097656
	Iteration 27Q: 3 clusters Score -1.727584e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 108442 members 
Entering Unmasked Estep 
Score: -17276054.000000 Penalty: 3841.097656
	Iteration 28Q: 3 clusters Score -1.727605e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 108564 members 
Entering Unmasked Estep 
Score: -17276214.000000 Penalty: 3841.097656
	Iteration 29Q: 3 clusters Score -1.727621e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 108654 members 
Entering Unmasked Estep 
Score: -17276440.000000 Penalty: 3841.097656
	Iteration 30Q: 3 clusters Score -1.727644e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 108736 members 
Entering Unmasked Estep 
Score: -17276628.000000 Penalty: 3841.097656
	Iteration 31Q: 3 clusters Score -1.727663e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 108836 members 
Entering Unmasked Estep 
Score: -17276758.000000 Penalty: 3841.097656
	Iteration 32Q: 3 clusters Score -1.727676e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 108955 members 
Entering Unmasked Estep 
Score: -17276926.000000 Penalty: 3841.097656
	Iteration 33Q: 3 clusters Score -1.727693e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 109105 members 
Entering Unmasked Estep 
Score: -17277106.000000 Penalty: 3841.097656
	Iteration 34Q: 3 clusters Score -1.727711e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 109271 members 
Entering Unmasked Estep 
Score: -17277244.000000 Penalty: 3841.097656
	Iteration 35Q: 3 clusters Score -1.727724e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 109458 members 
Entering Unmasked Estep 
Score: -17277528.000000 Penalty: 3841.097656
	Iteration 36Q: 3 clusters Score -1.727753e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 109670 members 
Entering Unmasked Estep 
Score: -17277764.000000 Penalty: 3841.097656
	Iteration 37Q: 3 clusters Score -1.727776e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 109915 members 
Entering Unmasked Estep 
Score: -17277932.000000 Penalty: 3841.097656
	Iteration 38Q: 3 clusters Score -1.727793e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 110176 members 
Entering Unmasked Estep 
Score: -17278140.000000 Penalty: 3841.097656
	Iteration 39Q: 3 clusters Score -1.727814e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 110520 members 
Entering Unmasked Estep 
Score: -17278432.000000 Penalty: 3841.097656
	Iteration 40F: 3 clusters Score -1.727843e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 110958 members 
Entering Unmasked Estep 
Score: -17278688.000000 Penalty: 3841.097656
	Iteration 41Q: 3 clusters Score -1.727869e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 111419 members 
Entering Unmasked Estep 
Score: -17278970.000000 Penalty: 3841.097656
	Iteration 42Q: 3 clusters Score -1.727897e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 111935 members 
Entering Unmasked Estep 
Score: -17279226.000000 Penalty: 3841.097656
	Iteration 43Q: 3 clusters Score -1.727923e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 112505 members 
Entering Unmasked Estep 
Score: -17279560.000000 Penalty: 3841.097656
	Iteration 44Q: 3 clusters Score -1.727956e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 113135 members 
Entering Unmasked Estep 
Score: -17279910.000000 Penalty: 3841.097656
	Iteration 45Q: 3 clusters Score -1.727991e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 113804 members 
Entering Unmasked Estep 
Score: -17280184.000000 Penalty: 3841.097656
	Iteration 46Q: 3 clusters Score -1.728018e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 114527 members 
Entering Unmasked Estep 
Score: -17280426.000000 Penalty: 3841.097656
	Iteration 47Q: 3 clusters Score -1.728043e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 115331 members 
Entering Unmasked Estep 
Score: -17280670.000000 Penalty: 3841.097656
	Iteration 48Q: 3 clusters Score -1.728067e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 116184 members 
Entering Unmasked Estep 
Score: -17280828.000000 Penalty: 3841.097656
	Iteration 49Q: 3 clusters Score -1.728083e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 117075 members 
Entering Unmasked Estep 
Score: -17281070.000000 Penalty: 3841.097656
	Iteration 50Q: 3 clusters Score -1.728107e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 118010 members 
Entering Unmasked Estep 
Score: -17281156.000000 Penalty: 3841.097656
	Iteration 51Q: 3 clusters Score -1.728116e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 118984 members 
Entering Unmasked Estep 
Score: -17281368.000000 Penalty: 3841.097656
	Iteration 52Q: 3 clusters Score -1.728137e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 119947 members 
Entering Unmasked Estep 
Score: -17281480.000000 Penalty: 3841.097656
	Iteration 53Q: 3 clusters Score -1.728148e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 120903 members 
Entering Unmasked Estep 
Score: -17281468.000000 Penalty: 3841.097656
	Iteration 54Q: 3 clusters Score -1.728147e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 121804 members 
Entering Unmasked Estep 
Score: -17281500.000000 Penalty: 3841.097656
	Iteration 55Q: 3 clusters Score -1.72815e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 122725 members 
Entering Unmasked Estep 
Score: -17281508.000000 Penalty: 3841.097656
	Iteration 56Q: 3 clusters Score -1.728151e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 123541 members 
Entering Unmasked Estep 
Score: -17281482.000000 Penalty: 3841.097656
	Iteration 57Q: 3 clusters Score -1.728148e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 124303 members 
Entering Unmasked Estep 
Score: -17281548.000000 Penalty: 3841.097656
	Iteration 58Q: 3 clusters Score -1.728155e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 125014 members 
Entering Unmasked Estep 
Score: -17281454.000000 Penalty: 3841.097656
	Iteration 59Q: 3 clusters Score -1.728145e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 125688 members 
Entering Unmasked Estep 
Score: -17281380.000000 Penalty: 3841.097656
	Iteration 60F: 3 clusters Score -1.728138e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 126317 members 
Entering Unmasked Estep 
Score: -17281294.000000 Penalty: 3841.097656
	Iteration 61Q: 3 clusters Score -1.728129e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 126908 members 
Entering Unmasked Estep 
Score: -17281318.000000 Penalty: 3841.097656
	Iteration 62Q: 3 clusters Score -1.728132e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 127441 members 
Entering Unmasked Estep 
Score: -17281294.000000 Penalty: 3841.097656
	Iteration 63Q: 3 clusters Score -1.728129e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 127926 members 
Entering Unmasked Estep 
Score: -17281278.000000 Penalty: 3841.097656
	Iteration 64Q: 3 clusters Score -1.728128e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 128376 members 
Entering Unmasked Estep 
Score: -17281220.000000 Penalty: 3841.097656
	Iteration 65Q: 3 clusters Score -1.728122e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 128783 members 
Entering Unmasked Estep 
Score: -17281192.000000 Penalty: 3841.097656
	Iteration 66Q: 3 clusters Score -1.728119e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 129174 members 
Entering Unmasked Estep 
Score: -17281186.000000 Penalty: 3841.097656
	Iteration 67Q: 3 clusters Score -1.728119e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 129497 members 
Entering Unmasked Estep 
Score: -17281086.000000 Penalty: 3841.097656
	Iteration 68Q: 3 clusters Score -1.728109e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 129793 members 
Entering Unmasked Estep 
Score: -17281074.000000 Penalty: 3841.097656
	Iteration 69Q: 3 clusters Score -1.728107e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 130080 members 
Entering Unmasked Estep 
Score: -17280992.000000 Penalty: 3841.097656
	Iteration 70Q: 3 clusters Score -1.728099e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 130367 members 
Entering Unmasked Estep 
Score: -17280982.000000 Penalty: 3841.097656
	Iteration 71Q: 3 clusters Score -1.728098e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 130664 members 
Entering Unmasked Estep 
Score: -17280936.000000 Penalty: 3841.097656
	Iteration 72Q: 3 clusters Score -1.728094e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 130906 members 
Entering Unmasked Estep 
Score: -17280886.000000 Penalty: 3841.097656
	Iteration 73Q: 3 clusters Score -1.728089e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 131113 members 
Entering Unmasked Estep 
Score: -17280900.000000 Penalty: 3841.097656
	Iteration 74Q: 3 clusters Score -1.72809e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 131300 members 
Entering Unmasked Estep 
Score: -17280880.000000 Penalty: 3841.097656
	Iteration 75Q: 3 clusters Score -1.728088e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 131475 members 
Entering Unmasked Estep 
Score: -17280852.000000 Penalty: 3841.097656
	Iteration 76Q: 3 clusters Score -1.728085e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 131618 members 
Entering Unmasked Estep 
Score: -17280820.000000 Penalty: 3841.097656
	Iteration 77Q: 3 clusters Score -1.728082e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 131755 members 
Entering Unmasked Estep 
Score: -17280792.000000 Penalty: 3841.097656
	Iteration 78Q: 3 clusters Score -1.728079e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 131882 members 
Entering Unmasked Estep 
Score: -17280764.000000 Penalty: 3841.097656
	Iteration 79Q: 3 clusters Score -1.728076e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 132010 members 
Entering Unmasked Estep 
Score: -17280768.000000 Penalty: 3841.097656
	Iteration 80F: 3 clusters Score -1.728077e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 132134 members 
Entering Unmasked Estep 
Score: -17280734.000000 Penalty: 3841.097656
	Iteration 81Q: 3 clusters Score -1.728073e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 132247 members 
Entering Unmasked Estep 
Score: -17280728.000000 Penalty: 3841.097656
	Iteration 82Q: 3 clusters Score -1.728073e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 132329 members 
Entering Unmasked Estep 
Score: -17280702.000000 Penalty: 3841.097656
	Iteration 83Q: 3 clusters Score -1.72807e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 132387 members 
Entering Unmasked Estep 
Score: -17280708.000000 Penalty: 3841.097656
	Iteration 84Q: 3 clusters Score -1.728071e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 132442 members 
Entering Unmasked Estep 
Score: -17280694.000000 Penalty: 3841.097656
	Iteration 85Q: 3 clusters Score -1.728069e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 132505 members 
Entering Unmasked Estep 
Score: -17280682.000000 Penalty: 3841.097656
	Iteration 86Q: 3 clusters Score -1.728068e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 132575 members 
Entering Unmasked Estep 
Score: -17280700.000000 Penalty: 3841.097656
	Iteration 87Q: 3 clusters Score -1.72807e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 132636 members 
Entering Unmasked Estep 
Score: -17280700.000000 Penalty: 3841.097656
	Iteration 88Q: 3 clusters Score -1.72807e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 132685 members 
Entering Unmasked Estep 
Score: -17280658.000000 Penalty: 3841.097656
	Iteration 89Q: 3 clusters Score -1.728066e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 132730 members 
Entering Unmasked Estep 
Score: -17280650.000000 Penalty: 3841.097656
	Iteration 90Q: 3 clusters Score -1.728065e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 132765 members 
Entering Unmasked Estep 
Score: -17280648.000000 Penalty: 3841.097656
	Iteration 91Q: 3 clusters Score -1.728065e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 132798 members 
Entering Unmasked Estep 
Score: -17280658.000000 Penalty: 3841.097656
	Iteration 92Q: 3 clusters Score -1.728066e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 132826 members 
Entering Unmasked Estep 
Score: -17280650.000000 Penalty: 3841.097656
	Iteration 93Q: 3 clusters Score -1.728065e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 132851 members 
Entering Unmasked Estep 
Score: -17280668.000000 Penalty: 3841.097656
	Iteration 94Q: 3 clusters Score -1.728067e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 132875 members 
Entering Unmasked Estep 
Score: -17280646.000000 Penalty: 3841.097656
	Iteration 95Q: 3 clusters Score -1.728065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 132892 members 
Entering Unmasked Estep 
Score: -17280630.000000 Penalty: 3841.097656
	Iteration 96Q: 3 clusters Score -1.728063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 132908 members 
Entering Unmasked Estep 
Score: -17280638.000000 Penalty: 3841.097656
	Iteration 97Q: 3 clusters Score -1.728064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 132922 members 
Entering Unmasked Estep 
Score: -17280630.000000 Penalty: 3841.097656
	Iteration 98Q: 3 clusters Score -1.728063e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 132945 members 
Entering Unmasked Estep 
Score: -17280630.000000 Penalty: 3841.097656
	Iteration 99Q: 3 clusters Score -1.728063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 132957 members 
Entering Unmasked Estep 
Score: -17280640.000000 Penalty: 3841.097656
	Iteration 100F: 3 clusters Score -1.728064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 132966 members 
Entering Unmasked Estep 
Score: -17280654.000000 Penalty: 3841.097656
	Iteration 101Q: 3 clusters Score -1.728065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 132970 members 
Entering Unmasked Estep 
Score: -17280648.000000 Penalty: 3841.097656
	Iteration 102Q: 3 clusters Score -1.728065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 132979 members 
Entering Unmasked Estep 
Score: -17280660.000000 Penalty: 3841.097656
	Iteration 103Q: 3 clusters Score -1.728066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 132982 members 
Entering Unmasked Estep 
Score: -17280656.000000 Penalty: 3841.097656
	Iteration 104Q: 3 clusters Score -1.728066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 132986 members 
Entering Unmasked Estep 
Score: -17280654.000000 Penalty: 3841.097656
	Iteration 105Q: 3 clusters Score -1.728065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 132985 members 
Entering Unmasked Estep 
Score: -17280648.000000 Penalty: 3841.097656
	Iteration 106Q: 3 clusters Score -1.728065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 132985 members 
Entering Unmasked Estep 
Score: -17280650.000000 Penalty: 3841.097656
	Iteration 107Q: 3 clusters Score -1.728065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 132987 members 
Entering Unmasked Estep 
Score: -17280646.000000 Penalty: 3841.097656
	Iteration 108Q: 3 clusters Score -1.728065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 132990 members 
Entering Unmasked Estep 
Score: -17280644.000000 Penalty: 3841.097656
	Iteration 109Q: 3 clusters Score -1.728064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 132993 members 
Entering Unmasked Estep 
Score: -17280644.000000 Penalty: 3841.097656
	Iteration 110Q: 3 clusters Score -1.728064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 132997 members 
Entering Unmasked Estep 
Score: -17280648.000000 Penalty: 3841.097656
	Iteration 111Q: 3 clusters Score -1.728065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 133001 members 
Entering Unmasked Estep 
Score: -17280640.000000 Penalty: 3841.097656
	Iteration 112Q: 3 clusters Score -1.728064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 133003 members 
Entering Unmasked Estep 
Score: -17280638.000000 Penalty: 3841.097656
	Iteration 113Q: 3 clusters Score -1.728064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 133006 members 
Entering Unmasked Estep 
Score: -17280622.000000 Penalty: 3841.097656
	Iteration 114Q: 3 clusters Score -1.728062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 133010 members 
Entering Unmasked Estep 
Score: -17280622.000000 Penalty: 3841.097656
	Iteration 115Q: 3 clusters Score -1.728062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 133014 members 
Entering Unmasked Estep 
Score: -17280630.000000 Penalty: 3841.097656
	Iteration 116Q: 3 clusters Score -1.728063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 133019 members 
Entering Unmasked Estep 
Score: -17280622.000000 Penalty: 3841.097656
	Iteration 117Q: 3 clusters Score -1.728062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 133025 members 
Entering Unmasked Estep 
Score: -17280620.000000 Penalty: 3841.097656
	Iteration 118Q: 3 clusters Score -1.728062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 133029 members 
Entering Unmasked Estep 
Score: -17280620.000000 Penalty: 3841.097656
	Iteration 119Q: 3 clusters Score -1.728062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 133034 members 
Entering Unmasked Estep 
Score: -17280626.000000 Penalty: 3841.097656
	Iteration 120F: 3 clusters Score -1.728063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 133036 members 
Entering Unmasked Estep 
Score: -17280620.000000 Penalty: 3841.097656
	Iteration 121Q: 3 clusters Score -1.728062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 133039 members 
Entering Unmasked Estep 
Score: -17280618.000000 Penalty: 3841.097656
	Iteration 122Q: 3 clusters Score -1.728062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 133042 members 
Entering Unmasked Estep 
Score: -17280616.000000 Penalty: 3841.097656
	Iteration 123Q: 3 clusters Score -1.728062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 133045 members 
Entering Unmasked Estep 
Score: -17280612.000000 Penalty: 3841.097656
	Iteration 124Q: 3 clusters Score -1.728061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 133050 members 
Entering Unmasked Estep 
Score: -17280624.000000 Penalty: 3841.097656
	Iteration 125Q: 3 clusters Score -1.728062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 133056 members 
Entering Unmasked Estep 
Score: -17280622.000000 Penalty: 3841.097656
	Iteration 126Q: 3 clusters Score -1.728062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 133060 members 
Entering Unmasked Estep 
Score: -17280608.000000 Penalty: 3841.097656
	Iteration 127Q: 3 clusters Score -1.728061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 133065 members 
Entering Unmasked Estep 
Score: -17280608.000000 Penalty: 3841.097656
	Iteration 128Q: 3 clusters Score -1.728061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 133068 members 
Entering Unmasked Estep 
Score: -17280616.000000 Penalty: 3841.097656
	Iteration 129Q: 3 clusters Score -1.728062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 133070 members 
Entering Unmasked Estep 
Score: -17280596.000000 Penalty: 3841.097656
	Iteration 130Q: 3 clusters Score -1.72806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 133078 members 
Entering Unmasked Estep 
Score: -17280606.000000 Penalty: 3841.097656
	Iteration 131Q: 3 clusters Score -1.728061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 133082 members 
Entering Unmasked Estep 
Score: -17280602.000000 Penalty: 3841.097656
	Iteration 132Q: 3 clusters Score -1.72806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 133083 members 
Entering Unmasked Estep 
Score: -17280610.000000 Penalty: 3841.097656
	Iteration 133Q: 3 clusters Score -1.728061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 133085 members 
Entering Unmasked Estep 
Score: -17280614.000000 Penalty: 3841.097656
	Iteration 134Q: 3 clusters Score -1.728061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 133086 members 
Entering Unmasked Estep 
Score: -17280614.000000 Penalty: 3841.097656
	Iteration 135Q: 3 clusters Score -1.728061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 133087 members 
Entering Unmasked Estep 
Score: -17280612.000000 Penalty: 3841.097656
	Iteration 136Q: 3 clusters Score -1.728061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 133087 members 
Entering Unmasked Estep 
Score: -17280612.000000 Penalty: 3841.097656
	Iteration 137F: 3 clusters Score -1.728061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (151610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151610 members 
Entering Unmasked Estep 
Score: -19234704.000000 Penalty: 1938.473389
	Iteration 0F: 2 clusters Score -1.92347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 75972 members 
Entering Unmasked Estep 
Score: -19157852.000000 Penalty: 3876.946777
	Iteration 0F: 3 clusters Score -1.915785e+07 nChanged 73234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -19201540.000000 Penalty: 3876.946777
	Iteration 1F: 3 clusters Score -1.920154e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 81719 members 
Entering Unmasked Estep 
Score: -19203108.000000 Penalty: 3876.946777
	Iteration 2Q: 3 clusters Score -1.920311e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -19205338.000000 Penalty: 3876.946777
	Iteration 3Q: 3 clusters Score -1.920534e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 89781 members 
Entering Unmasked Estep 
Score: -19208854.000000 Penalty: 3876.946777
	Iteration 4F: 3 clusters Score -1.920885e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 96329 members 
Entering Unmasked Estep 
Score: -19214384.000000 Penalty: 3876.946777
	Iteration 5F: 3 clusters Score -1.921438e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 104015 members 
Entering Unmasked Estep 
Score: -19221554.000000 Penalty: 3876.946777
	Iteration 6F: 3 clusters Score -1.922155e+07 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 111301 members 
Entering Unmasked Estep 
Score: -19229742.000000 Penalty: 3876.946777
	Iteration 7F: 3 clusters Score -1.922974e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 117514 members 
Entering Unmasked Estep 
Score: -19236676.000000 Penalty: 3876.946777
	Iteration 8F: 3 clusters Score -1.923668e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 123214 members 
Entering Unmasked Estep 
Score: -19240150.000000 Penalty: 3876.946777
	Iteration 9Q: 3 clusters Score -1.924015e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 128263 members 
Entering Unmasked Estep 
Score: -19241636.000000 Penalty: 3876.946777
	Iteration 10Q: 3 clusters Score -1.924164e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 132587 members 
Entering Unmasked Estep 
Score: -19242376.000000 Penalty: 3876.946777
	Iteration 11Q: 3 clusters Score -1.924238e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 136242 members 
Entering Unmasked Estep 
Score: -19242062.000000 Penalty: 3876.946777
	Iteration 12Q: 3 clusters Score -1.924206e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 139215 members 
Entering Unmasked Estep 
Score: -19241574.000000 Penalty: 3876.946777
	Iteration 13Q: 3 clusters Score -1.924157e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 141657 members 
Entering Unmasked Estep 
Score: -19240772.000000 Penalty: 3876.946777
	Iteration 14Q: 3 clusters Score -1.924077e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 143580 members 
Entering Unmasked Estep 
Score: -19239866.000000 Penalty: 3876.946777
	Iteration 15Q: 3 clusters Score -1.923987e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 145040 members 
Entering Unmasked Estep 
Score: -19239418.000000 Penalty: 3876.946777
	Iteration 16Q: 3 clusters Score -1.923942e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 146112 members 
Entering Unmasked Estep 
Score: -19238928.000000 Penalty: 3876.946777
	Iteration 17Q: 3 clusters Score -1.923893e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 146801 members 
Entering Unmasked Estep 
Score: -19238644.000000 Penalty: 3876.946777
	Iteration 18Q: 3 clusters Score -1.923864e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 147283 members 
Entering Unmasked Estep 
Score: -19238626.000000 Penalty: 3876.946777
	Iteration 19Q: 3 clusters Score -1.923863e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 147601 members 
Entering Unmasked Estep 
Score: -19238552.000000 Penalty: 3876.946777
	Iteration 20F: 3 clusters Score -1.923855e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 147829 members 
Entering Unmasked Estep 
Score: -19238554.000000 Penalty: 3876.946777
	Iteration 21Q: 3 clusters Score -1.923855e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 147957 members 
Entering Unmasked Estep 
Score: -19238570.000000 Penalty: 3876.946777
	Iteration 22Q: 3 clusters Score -1.923857e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 148069 members 
Entering Unmasked Estep 
Score: -19238548.000000 Penalty: 3876.946777
	Iteration 23Q: 3 clusters Score -1.923855e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 148152 members 
Entering Unmasked Estep 
Score: -19238626.000000 Penalty: 3876.946777
	Iteration 24Q: 3 clusters Score -1.923863e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 148206 members 
Entering Unmasked Estep 
Score: -19238654.000000 Penalty: 3876.946777
	Iteration 25Q: 3 clusters Score -1.923865e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 148222 members 
Entering Unmasked Estep 
Score: -19238660.000000 Penalty: 3876.946777
	Iteration 26Q: 3 clusters Score -1.923866e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 148242 members 
Entering Unmasked Estep 
Score: -19238696.000000 Penalty: 3876.946777
	Iteration 27Q: 3 clusters Score -1.92387e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 148255 members 
Entering Unmasked Estep 
Score: -19238698.000000 Penalty: 3876.946777
	Iteration 28Q: 3 clusters Score -1.92387e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 148276 members 
Entering Unmasked Estep 
Score: -19238714.000000 Penalty: 3876.946777
	Iteration 29Q: 3 clusters Score -1.923871e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 148289 members 
Entering Unmasked Estep 
Score: -19238694.000000 Penalty: 3876.946777
	Iteration 30Q: 3 clusters Score -1.923869e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 148292 members 
Entering Unmasked Estep 
Score: -19238716.000000 Penalty: 3876.946777
	Iteration 31Q: 3 clusters Score -1.923872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 148298 members 
Entering Unmasked Estep 
Score: -19238702.000000 Penalty: 3876.946777
	Iteration 32Q: 3 clusters Score -1.92387e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 148309 members 
Entering Unmasked Estep 
Score: -19238718.000000 Penalty: 3876.946777
	Iteration 33Q: 3 clusters Score -1.923872e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 148314 members 
Entering Unmasked Estep 
Score: -19238696.000000 Penalty: 3876.946777
	Iteration 34Q: 3 clusters Score -1.92387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 148317 members 
Entering Unmasked Estep 
Score: -19238712.000000 Penalty: 3876.946777
	Iteration 35Q: 3 clusters Score -1.923871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 148311 members 
Entering Unmasked Estep 
Score: -19238714.000000 Penalty: 3876.946777
	Iteration 36Q: 3 clusters Score -1.923871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 148308 members 
Entering Unmasked Estep 
Score: -19238734.000000 Penalty: 3876.946777
	Iteration 37Q: 3 clusters Score -1.923873e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 148304 members 
Entering Unmasked Estep 
Score: -19238736.000000 Penalty: 3876.946777
	Iteration 38Q: 3 clusters Score -1.923874e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 148297 members 
Entering Unmasked Estep 
Score: -19238722.000000 Penalty: 3876.946777
	Iteration 39Q: 3 clusters Score -1.923872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 148296 members 
Entering Unmasked Estep 
Score: -19238726.000000 Penalty: 3876.946777
	Iteration 40F: 3 clusters Score -1.923873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 148292 members 
Entering Unmasked Estep 
Score: -19238726.000000 Penalty: 3876.946777
	Iteration 41Q: 3 clusters Score -1.923873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 148292 members 
Entering Unmasked Estep 
Score: -19238734.000000 Penalty: 3876.946777
	Iteration 42Q: 3 clusters Score -1.923873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 148288 members 
Entering Unmasked Estep 
Score: -19238750.000000 Penalty: 3876.946777
	Iteration 43Q: 3 clusters Score -1.923875e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 148284 members 
Entering Unmasked Estep 
Score: -19238760.000000 Penalty: 3876.946777
	Iteration 44Q: 3 clusters Score -1.923876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 148274 members 
Entering Unmasked Estep 
Score: -19238768.000000 Penalty: 3876.946777
	Iteration 45Q: 3 clusters Score -1.923877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 148267 members 
Entering Unmasked Estep 
Score: -19238792.000000 Penalty: 3876.946777
	Iteration 46Q: 3 clusters Score -1.923879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 148263 members 
Entering Unmasked Estep 
Score: -19238792.000000 Penalty: 3876.946777
	Iteration 47Q: 3 clusters Score -1.923879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 148263 members 
Entering Unmasked Estep 
Score: -19238794.000000 Penalty: 3876.946777
	Iteration 48Q: 3 clusters Score -1.923879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 148259 members 
Entering Unmasked Estep 
Score: -19238790.000000 Penalty: 3876.946777
	Iteration 49Q: 3 clusters Score -1.923879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 148254 members 
Entering Unmasked Estep 
Score: -19238802.000000 Penalty: 3876.946777
	Iteration 50Q: 3 clusters Score -1.92388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 148259 members 
Entering Unmasked Estep 
Score: -19238790.000000 Penalty: 3876.946777
	Iteration 51Q: 3 clusters Score -1.923879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 148257 members 
Entering Unmasked Estep 
Score: -19238804.000000 Penalty: 3876.946777
	Iteration 52Q: 3 clusters Score -1.92388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 148258 members 
Entering Unmasked Estep 
Score: -19238786.000000 Penalty: 3876.946777
	Iteration 53Q: 3 clusters Score -1.923879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 148266 members 
Entering Unmasked Estep 
Score: -19238780.000000 Penalty: 3876.946777
	Iteration 54Q: 3 clusters Score -1.923878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 148273 members 
Entering Unmasked Estep 
Score: -19238778.000000 Penalty: 3876.946777
	Iteration 55Q: 3 clusters Score -1.923878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 148274 members 
Entering Unmasked Estep 
Score: -19238768.000000 Penalty: 3876.946777
	Iteration 56Q: 3 clusters Score -1.923877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 148275 members 
Entering Unmasked Estep 
Score: -19238762.000000 Penalty: 3876.946777
	Iteration 57Q: 3 clusters Score -1.923876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 148279 members 
Entering Unmasked Estep 
Score: -19238758.000000 Penalty: 3876.946777
	Iteration 58Q: 3 clusters Score -1.923876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 148282 members 
Entering Unmasked Estep 
Score: -19238746.000000 Penalty: 3876.946777
	Iteration 59Q: 3 clusters Score -1.923875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 148282 members 
Entering Unmasked Estep 
Score: -19238748.000000 Penalty: 3876.946777
	Iteration 60F: 3 clusters Score -1.923875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 98231 members 
Mstep: Class 3 contains 27545 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 10861 members 
Mstep: Class 6 contains 129943 members 
Mstep: Class 7 contains 3180 members 
Mstep: Class 8 contains 3513 members 
Mstep: Class 9 contains 135776 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 16087 members 
Mstep: Class 13 contains 37897 members 
Mstep: Class 14 contains 7672 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 26629 members 
Mstep: Class 17 contains 34240 members 
Mstep: Class 18 contains 3920 members 
Mstep: Class 19 contains 14853 members 
Mstep: Class 20 contains 21817 members 
Mstep: Class 21 contains 16903 members 
Mstep: Class 22 contains 3540 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 3386 members 
Mstep: Class 25 contains 59980 members 
Mstep: Class 26 contains 22301 members 
Mstep: Class 27 contains 14937 members 
Mstep: Class 28 contains 496 members 
Mstep: Class 29 contains 20516 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 148282 members 
Entering Unmasked Estep 
Score: -108910696.000000 Penalty: 68979.507812
Splitting cluster 10 changes total score from -108906576.000000 to -108910696.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 11 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -29046.822266 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -29046.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28623.119141 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -28623.12 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29217.962891 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -29217.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29415.777344 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -29415.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29510.455078 Penalty: 1925.383179
	Iteration 3Q: 3 clusters Score -29510.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29532.482422 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -29532.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29573.683594 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -29573.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29620.902344 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -29620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29655.320312 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -29655.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29667.144531 Penalty: 1925.383179
	Iteration 8Q: 3 clusters Score -29667.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29667.144531 Penalty: 1925.383179
	Iteration 9F: 3 clusters Score -29667.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 98231 members 
Mstep: Class 3 contains 27545 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 10861 members 
Mstep: Class 6 contains 129943 members 
Mstep: Class 7 contains 3180 members 
Mstep: Class 8 contains 3513 members 
Mstep: Class 9 contains 135776 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 238 members 
Mstep: Class 12 contains 16087 members 
Mstep: Class 13 contains 37897 members 
Mstep: Class 14 contains 7672 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 26629 members 
Mstep: Class 17 contains 34240 members 
Mstep: Class 18 contains 3920 members 
Mstep: Class 19 contains 14853 members 
Mstep: Class 20 contains 21817 members 
Mstep: Class 21 contains 16903 members 
Mstep: Class 22 contains 3540 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 3386 members 
Mstep: Class 25 contains 59980 members 
Mstep: Class 26 contains 22301 members 
Mstep: Class 27 contains 14937 members 
Mstep: Class 28 contains 496 members 
Mstep: Class 29 contains 20516 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 148282 members 
Mstep: Class 32 contains 136 members 
Entering Unmasked Estep 
Score: -108910080.000000 Penalty: 71204.648438
Splitting cluster 11 changes total score from -108906576.000000 to -108910080.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 12 (16087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Entering Unmasked Estep 
Score: -2012371.250000 Penalty: 1573.937134
	Iteration 0F: 2 clusters Score -2012371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2001234.875000 Penalty: 3147.874268
	Iteration 0F: 3 clusters Score -2001235 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2005086.750000 Penalty: 3147.874268
	Iteration 1F: 3 clusters Score -2005087 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2005398.000000 Penalty: 3147.874268
	Iteration 2F: 3 clusters Score -2005398 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2005651.250000 Penalty: 3147.874268
	Iteration 3Q: 3 clusters Score -2005651 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2005905.375000 Penalty: 3147.874268
	Iteration 4Q: 3 clusters Score -2005905 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2006175.625000 Penalty: 3147.874268
	Iteration 5Q: 3 clusters Score -2006176 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2006403.875000 Penalty: 3147.874268
	Iteration 6Q: 3 clusters Score -2006404 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2006609.000000 Penalty: 3147.874268
	Iteration 7Q: 3 clusters Score -2006609 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2006865.625000 Penalty: 3147.874268
	Iteration 8Q: 3 clusters Score -2006866 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2007139.125000 Penalty: 3147.874268
	Iteration 9Q: 3 clusters Score -2007139 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2007505.500000 Penalty: 3147.874268
	Iteration 10Q: 3 clusters Score -2007506 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2007954.625000 Penalty: 3147.874268
	Iteration 11Q: 3 clusters Score -2007955 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2008388.500000 Penalty: 3147.874268
	Iteration 12Q: 3 clusters Score -2008388 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2008718.125000 Penalty: 3147.874268
	Iteration 13Q: 3 clusters Score -2008718 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2008942.750000 Penalty: 3147.874268
	Iteration 14Q: 3 clusters Score -2008943 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2009082.125000 Penalty: 3147.874268
	Iteration 15Q: 3 clusters Score -2009082 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2009193.875000 Penalty: 3147.874268
	Iteration 16Q: 3 clusters Score -2009194 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2009299.875000 Penalty: 3147.874268
	Iteration 17Q: 3 clusters Score -2009300 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2009398.625000 Penalty: 3147.874268
	Iteration 18Q: 3 clusters Score -2009399 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2009504.375000 Penalty: 3147.874268
	Iteration 19Q: 3 clusters Score -2009504 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2009616.750000 Penalty: 3147.874268
	Iteration 20F: 3 clusters Score -2009617 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2009718.875000 Penalty: 3147.874268
	Iteration 21Q: 3 clusters Score -2009719 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2009816.625000 Penalty: 3147.874268
	Iteration 22Q: 3 clusters Score -2009817 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2009913.125000 Penalty: 3147.874268
	Iteration 23Q: 3 clusters Score -2009913 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2010020.000000 Penalty: 3147.874268
	Iteration 24Q: 3 clusters Score -2010020 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2010118.750000 Penalty: 3147.874268
	Iteration 25Q: 3 clusters Score -2010119 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2010210.875000 Penalty: 3147.874268
	Iteration 26Q: 3 clusters Score -2010211 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2010289.250000 Penalty: 3147.874268
	Iteration 27Q: 3 clusters Score -2010289 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2010359.875000 Penalty: 3147.874268
	Iteration 28Q: 3 clusters Score -2010360 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2010434.250000 Penalty: 3147.874268
	Iteration 29Q: 3 clusters Score -2010434 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2010516.250000 Penalty: 3147.874268
	Iteration 30Q: 3 clusters Score -2010516 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2010577.125000 Penalty: 3147.874268
	Iteration 31Q: 3 clusters Score -2010577 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2010632.875000 Penalty: 3147.874268
	Iteration 32Q: 3 clusters Score -2010633 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2010664.500000 Penalty: 3147.874268
	Iteration 33Q: 3 clusters Score -2010664 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2010709.750000 Penalty: 3147.874268
	Iteration 34Q: 3 clusters Score -2010710 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2010750.750000 Penalty: 3147.874268
	Iteration 35Q: 3 clusters Score -2010751 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2010785.125000 Penalty: 3147.874268
	Iteration 36Q: 3 clusters Score -2010785 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2010823.000000 Penalty: 3147.874268
	Iteration 37Q: 3 clusters Score -2010823 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2010848.875000 Penalty: 3147.874268
	Iteration 38Q: 3 clusters Score -2010849 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2010883.250000 Penalty: 3147.874268
	Iteration 39Q: 3 clusters Score -2010883 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2010906.125000 Penalty: 3147.874268
	Iteration 40F: 3 clusters Score -2010906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2010931.000000 Penalty: 3147.874268
	Iteration 41Q: 3 clusters Score -2010931 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2010952.125000 Penalty: 3147.874268
	Iteration 42Q: 3 clusters Score -2010952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2010964.250000 Penalty: 3147.874268
	Iteration 43Q: 3 clusters Score -2010964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2010969.500000 Penalty: 3147.874268
	Iteration 44Q: 3 clusters Score -2010970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2010972.875000 Penalty: 3147.874268
	Iteration 45Q: 3 clusters Score -2010973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2010989.125000 Penalty: 3147.874268
	Iteration 46Q: 3 clusters Score -2010989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2010999.875000 Penalty: 3147.874268
	Iteration 47Q: 3 clusters Score -2011000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2011004.250000 Penalty: 3147.874268
	Iteration 48Q: 3 clusters Score -2011004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2011007.750000 Penalty: 3147.874268
	Iteration 49Q: 3 clusters Score -2011008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2011013.500000 Penalty: 3147.874268
	Iteration 50Q: 3 clusters Score -2011014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2011016.375000 Penalty: 3147.874268
	Iteration 51Q: 3 clusters Score -2011016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2011018.875000 Penalty: 3147.874268
	Iteration 52Q: 3 clusters Score -2011019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2011024.125000 Penalty: 3147.874268
	Iteration 53Q: 3 clusters Score -2011024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2011028.375000 Penalty: 3147.874268
	Iteration 54Q: 3 clusters Score -2011028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2011030.125000 Penalty: 3147.874268
	Iteration 55Q: 3 clusters Score -2011030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2011038.000000 Penalty: 3147.874268
	Iteration 56Q: 3 clusters Score -2011038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2011053.375000 Penalty: 3147.874268
	Iteration 57Q: 3 clusters Score -2011053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2011063.375000 Penalty: 3147.874268
	Iteration 58Q: 3 clusters Score -2011063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2011073.125000 Penalty: 3147.874268
	Iteration 59Q: 3 clusters Score -2011073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2011074.375000 Penalty: 3147.874268
	Iteration 60F: 3 clusters Score -2011074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2011084.625000 Penalty: 3147.874268
	Iteration 61Q: 3 clusters Score -2011085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2011084.500000 Penalty: 3147.874268
	Iteration 62Q: 3 clusters Score -2011084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2011083.250000 Penalty: 3147.874268
	Iteration 63Q: 3 clusters Score -2011083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2011086.875000 Penalty: 3147.874268
	Iteration 64Q: 3 clusters Score -2011087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2011089.750000 Penalty: 3147.874268
	Iteration 65Q: 3 clusters Score -2011090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2011088.500000 Penalty: 3147.874268
	Iteration 66Q: 3 clusters Score -2011088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2011087.375000 Penalty: 3147.874268
	Iteration 67Q: 3 clusters Score -2011087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2011089.250000 Penalty: 3147.874268
	Iteration 68Q: 3 clusters Score -2011089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2011089.250000 Penalty: 3147.874268
	Iteration 69F: 3 clusters Score -2011089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Entering Unmasked Estep 
Score: -4464704.500000 Penalty: 1713.177002
	Iteration 0F: 2 clusters Score -4464704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -4439254.000000 Penalty: 3426.354004
	Iteration 0F: 3 clusters Score -4439254 nChanged 17649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -4449811.000000 Penalty: 3426.354004
	Iteration 1F: 3 clusters Score -4449811 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -4450959.500000 Penalty: 3426.354004
	Iteration 2F: 3 clusters Score -4450960 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -4452390.000000 Penalty: 3426.354004
	Iteration 3F: 3 clusters Score -4452390 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -4454055.000000 Penalty: 3426.354004
	Iteration 4F: 3 clusters Score -4454055 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -4455862.500000 Penalty: 3426.354004
	Iteration 5F: 3 clusters Score -4455862 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -4457800.000000 Penalty: 3426.354004
	Iteration 6F: 3 clusters Score -4457800 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -4459728.500000 Penalty: 3426.354004
	Iteration 7F: 3 clusters Score -4459728 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -4461181.000000 Penalty: 3426.354004
	Iteration 8Q: 3 clusters Score -4461181 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4462275.500000 Penalty: 3426.354004
	Iteration 9Q: 3 clusters Score -4462276 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4463077.000000 Penalty: 3426.354004
	Iteration 10Q: 3 clusters Score -4463077 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -4463647.500000 Penalty: 3426.354004
	Iteration 11Q: 3 clusters Score -4463648 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4464040.000000 Penalty: 3426.354004
	Iteration 12Q: 3 clusters Score -4464040 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4464260.500000 Penalty: 3426.354004
	Iteration 13Q: 3 clusters Score -4464260 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4464379.500000 Penalty: 3426.354004
	Iteration 14Q: 3 clusters Score -4464380 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4464433.500000 Penalty: 3426.354004
	Iteration 15Q: 3 clusters Score -4464434 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4464462.500000 Penalty: 3426.354004
	Iteration 16Q: 3 clusters Score -4464462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4464489.000000 Penalty: 3426.354004
	Iteration 17Q: 3 clusters Score -4464489 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4464494.500000 Penalty: 3426.354004
	Iteration 18Q: 3 clusters Score -4464494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4464501.500000 Penalty: 3426.354004
	Iteration 19Q: 3 clusters Score -4464502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4464508.000000 Penalty: 3426.354004
	Iteration 20F: 3 clusters Score -4464508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4464508.000000 Penalty: 3426.354004
	Iteration 21Q: 3 clusters Score -4464508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4464511.500000 Penalty: 3426.354004
	Iteration 22Q: 3 clusters Score -4464512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4464508.000000 Penalty: 3426.354004
	Iteration 23Q: 3 clusters Score -4464508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4464508.000000 Penalty: 3426.354004
	Iteration 24F: 3 clusters Score -4464508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Entering Unmasked Estep 
Score: -968172.687500 Penalty: 1453.616577
	Iteration 0F: 2 clusters Score -968172.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -962505.187500 Penalty: 2907.233154
	Iteration 0F: 3 clusters Score -962505.2 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -964286.312500 Penalty: 2907.233154
	Iteration 1F: 3 clusters Score -964286.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -964507.062500 Penalty: 2907.233154
	Iteration 2F: 3 clusters Score -964507.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -964693.625000 Penalty: 2907.233154
	Iteration 3F: 3 clusters Score -964693.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -964833.312500 Penalty: 2907.233154
	Iteration 4Q: 3 clusters Score -964833.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -964971.687500 Penalty: 2907.233154
	Iteration 5Q: 3 clusters Score -964971.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -965112.937500 Penalty: 2907.233154
	Iteration 6Q: 3 clusters Score -965112.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -965307.750000 Penalty: 2907.233154
	Iteration 7Q: 3 clusters Score -965307.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -965564.187500 Penalty: 2907.233154
	Iteration 8Q: 3 clusters Score -965564.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -965881.062500 Penalty: 2907.233154
	Iteration 9Q: 3 clusters Score -965881.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -966197.312500 Penalty: 2907.233154
	Iteration 10F: 3 clusters Score -966197.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -966473.500000 Penalty: 2907.233154
	Iteration 11F: 3 clusters Score -966473.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -966750.875000 Penalty: 2907.233154
	Iteration 12F: 3 clusters Score -966750.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -966986.500000 Penalty: 2907.233154
	Iteration 13F: 3 clusters Score -966986.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -967169.437500 Penalty: 2907.233154
	Iteration 14Q: 3 clusters Score -967169.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -967291.687500 Penalty: 2907.233154
	Iteration 15Q: 3 clusters Score -967291.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -967374.875000 Penalty: 2907.233154
	Iteration 16Q: 3 clusters Score -967374.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -967436.312500 Penalty: 2907.233154
	Iteration 17Q: 3 clusters Score -967436.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -967475.187500 Penalty: 2907.233154
	Iteration 18Q: 3 clusters Score -967475.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -967502.187500 Penalty: 2907.233154
	Iteration 19Q: 3 clusters Score -967502.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -967524.062500 Penalty: 2907.233154
	Iteration 20F: 3 clusters Score -967524.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -967539.062500 Penalty: 2907.233154
	Iteration 21Q: 3 clusters Score -967539.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -967548.500000 Penalty: 2907.233154
	Iteration 22Q: 3 clusters Score -967548.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -967561.375000 Penalty: 2907.233154
	Iteration 23Q: 3 clusters Score -967561.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -967574.125000 Penalty: 2907.233154
	Iteration 24Q: 3 clusters Score -967574.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -967588.437500 Penalty: 2907.233154
	Iteration 25Q: 3 clusters Score -967588.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -967598.375000 Penalty: 2907.233154
	Iteration 26Q: 3 clusters Score -967598.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -967607.875000 Penalty: 2907.233154
	Iteration 27Q: 3 clusters Score -967607.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -967619.937500 Penalty: 2907.233154
	Iteration 28Q: 3 clusters Score -967619.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -967635.750000 Penalty: 2907.233154
	Iteration 29Q: 3 clusters Score -967635.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -967654.187500 Penalty: 2907.233154
	Iteration 30Q: 3 clusters Score -967654.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -967668.812500 Penalty: 2907.233154
	Iteration 31Q: 3 clusters Score -967668.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -967680.500000 Penalty: 2907.233154
	Iteration 32Q: 3 clusters Score -967680.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -967689.937500 Penalty: 2907.233154
	Iteration 33Q: 3 clusters Score -967689.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -967700.187500 Penalty: 2907.233154
	Iteration 34Q: 3 clusters Score -967700.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -967708.250000 Penalty: 2907.233154
	Iteration 35Q: 3 clusters Score -967708.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -967714.375000 Penalty: 2907.233154
	Iteration 36Q: 3 clusters Score -967714.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -967726.187500 Penalty: 2907.233154
	Iteration 37Q: 3 clusters Score -967726.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -967732.125000 Penalty: 2907.233154
	Iteration 38Q: 3 clusters Score -967732.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -967737.625000 Penalty: 2907.233154
	Iteration 39Q: 3 clusters Score -967737.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -967740.812500 Penalty: 2907.233154
	Iteration 40F: 3 clusters Score -967740.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -967746.312500 Penalty: 2907.233154
	Iteration 41Q: 3 clusters Score -967746.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -967752.312500 Penalty: 2907.233154
	Iteration 42Q: 3 clusters Score -967752.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -967757.687500 Penalty: 2907.233154
	Iteration 43Q: 3 clusters Score -967757.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -967759.250000 Penalty: 2907.233154
	Iteration 44Q: 3 clusters Score -967759.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -967766.062500 Penalty: 2907.233154
	Iteration 45Q: 3 clusters Score -967766.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -967769.937500 Penalty: 2907.233154
	Iteration 46Q: 3 clusters Score -967769.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -967772.500000 Penalty: 2907.233154
	Iteration 47Q: 3 clusters Score -967772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -967773.625000 Penalty: 2907.233154
	Iteration 48Q: 3 clusters Score -967773.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -967772.937500 Penalty: 2907.233154
	Iteration 49Q: 3 clusters Score -967772.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -967775.687500 Penalty: 2907.233154
	Iteration 50Q: 3 clusters Score -967775.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -967776.000000 Penalty: 2907.233154
	Iteration 51Q: 3 clusters Score -967776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -967776.187500 Penalty: 2907.233154
	Iteration 52Q: 3 clusters Score -967776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -967778.562500 Penalty: 2907.233154
	Iteration 53Q: 3 clusters Score -967778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -967777.687500 Penalty: 2907.233154
	Iteration 54Q: 3 clusters Score -967777.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -967776.375000 Penalty: 2907.233154
	Iteration 55Q: 3 clusters Score -967776.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -967777.000000 Penalty: 2907.233154
	Iteration 56Q: 3 clusters Score -967777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -967777.000000 Penalty: 2907.233154
	Iteration 57F: 3 clusters Score -967777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Entering Unmasked Estep 
Score: -723461.500000 Penalty: 1405.990356
	Iteration 0F: 2 clusters Score -723461.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -719036.812500 Penalty: 2811.980713
	Iteration 0F: 3 clusters Score -719036.8 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -720323.125000 Penalty: 2811.980713
	Iteration 1F: 3 clusters Score -720323.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -720615.187500 Penalty: 2811.980713
	Iteration 2F: 3 clusters Score -720615.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -720898.062500 Penalty: 2811.980713
	Iteration 3F: 3 clusters Score -720898.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -721171.250000 Penalty: 2811.980713
	Iteration 4F: 3 clusters Score -721171.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -721481.125000 Penalty: 2811.980713
	Iteration 5F: 3 clusters Score -721481.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -721761.812500 Penalty: 2811.980713
	Iteration 6F: 3 clusters Score -721761.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -721985.000000 Penalty: 2811.980713
	Iteration 7F: 3 clusters Score -721985 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -722147.500000 Penalty: 2811.980713
	Iteration 8Q: 3 clusters Score -722147.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -722238.312500 Penalty: 2811.980713
	Iteration 9Q: 3 clusters Score -722238.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -722289.375000 Penalty: 2811.980713
	Iteration 10Q: 3 clusters Score -722289.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -722314.875000 Penalty: 2811.980713
	Iteration 11Q: 3 clusters Score -722314.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -722330.250000 Penalty: 2811.980713
	Iteration 12Q: 3 clusters Score -722330.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -722342.000000 Penalty: 2811.980713
	Iteration 13Q: 3 clusters Score -722342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -722353.375000 Penalty: 2811.980713
	Iteration 14Q: 3 clusters Score -722353.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -722356.937500 Penalty: 2811.980713
	Iteration 15Q: 3 clusters Score -722356.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -722361.875000 Penalty: 2811.980713
	Iteration 16Q: 3 clusters Score -722361.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -722362.500000 Penalty: 2811.980713
	Iteration 17Q: 3 clusters Score -722362.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -722364.062500 Penalty: 2811.980713
	Iteration 18Q: 3 clusters Score -722364.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -722364.625000 Penalty: 2811.980713
	Iteration 19Q: 3 clusters Score -722364.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -722365.500000 Penalty: 2811.980713
	Iteration 20F: 3 clusters Score -722365.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -722367.062500 Penalty: 2811.980713
	Iteration 21Q: 3 clusters Score -722367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -722367.750000 Penalty: 2811.980713
	Iteration 22Q: 3 clusters Score -722367.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -722368.687500 Penalty: 2811.980713
	Iteration 23Q: 3 clusters Score -722368.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -722371.187500 Penalty: 2811.980713
	Iteration 24Q: 3 clusters Score -722371.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -722373.875000 Penalty: 2811.980713
	Iteration 25Q: 3 clusters Score -722373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -722375.812500 Penalty: 2811.980713
	Iteration 26Q: 3 clusters Score -722375.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -722377.250000 Penalty: 2811.980713
	Iteration 27Q: 3 clusters Score -722377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -722378.562500 Penalty: 2811.980713
	Iteration 28Q: 3 clusters Score -722378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -722378.562500 Penalty: 2811.980713
	Iteration 29Q: 3 clusters Score -722378.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -722378.562500 Penalty: 2811.980713
	Iteration 30F: 3 clusters Score -722378.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Entering Unmasked Estep 
Score: -3380732.000000 Penalty: 1655.835449
	Iteration 0F: 2 clusters Score -3380732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3362725.500000 Penalty: 3311.670898
	Iteration 0F: 3 clusters Score -3362726 nChanged 12236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -3369398.250000 Penalty: 3311.670898
	Iteration 1F: 3 clusters Score -3369398 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3369808.000000 Penalty: 3311.670898
	Iteration 2Q: 3 clusters Score -3369808 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3370244.500000 Penalty: 3311.670898
	Iteration 3Q: 3 clusters Score -3370244 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3370723.500000 Penalty: 3311.670898
	Iteration 4Q: 3 clusters Score -3370724 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3371313.000000 Penalty: 3311.670898
	Iteration 5Q: 3 clusters Score -3371313 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3371960.250000 Penalty: 3311.670898
	Iteration 6Q: 3 clusters Score -3371960 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3372598.000000 Penalty: 3311.670898
	Iteration 7Q: 3 clusters Score -3372598 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -3373264.250000 Penalty: 3311.670898
	Iteration 8Q: 3 clusters Score -3373264 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -3373944.750000 Penalty: 3311.670898
	Iteration 9Q: 3 clusters Score -3373945 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3374699.000000 Penalty: 3311.670898
	Iteration 10Q: 3 clusters Score -3374699 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -3375412.750000 Penalty: 3311.670898
	Iteration 11Q: 3 clusters Score -3375413 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -3376093.500000 Penalty: 3311.670898
	Iteration 12Q: 3 clusters Score -3376094 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -3376745.500000 Penalty: 3311.670898
	Iteration 13Q: 3 clusters Score -3376746 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3377298.750000 Penalty: 3311.670898
	Iteration 14Q: 3 clusters Score -3377299 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -3377837.000000 Penalty: 3311.670898
	Iteration 15Q: 3 clusters Score -3377837 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -3378236.500000 Penalty: 3311.670898
	Iteration 16Q: 3 clusters Score -3378236 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3378564.750000 Penalty: 3311.670898
	Iteration 17Q: 3 clusters Score -3378565 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3378780.000000 Penalty: 3311.670898
	Iteration 18Q: 3 clusters Score -3378780 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3378917.000000 Penalty: 3311.670898
	Iteration 19Q: 3 clusters Score -3378917 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3379016.500000 Penalty: 3311.670898
	Iteration 20F: 3 clusters Score -3379016 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3379105.250000 Penalty: 3311.670898
	Iteration 21Q: 3 clusters Score -3379105 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -3379185.250000 Penalty: 3311.670898
	Iteration 22Q: 3 clusters Score -3379185 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3379249.500000 Penalty: 3311.670898
	Iteration 23Q: 3 clusters Score -3379250 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -3379288.750000 Penalty: 3311.670898
	Iteration 24Q: 3 clusters Score -3379289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -3379314.000000 Penalty: 3311.670898
	Iteration 25Q: 3 clusters Score -3379314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3379326.250000 Penalty: 3311.670898
	Iteration 26Q: 3 clusters Score -3379326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3379340.750000 Penalty: 3311.670898
	Iteration 27Q: 3 clusters Score -3379341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3379351.750000 Penalty: 3311.670898
	Iteration 28Q: 3 clusters Score -3379352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3379355.000000 Penalty: 3311.670898
	Iteration 29Q: 3 clusters Score -3379355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -3379360.750000 Penalty: 3311.670898
	Iteration 30Q: 3 clusters Score -3379361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3379365.250000 Penalty: 3311.670898
	Iteration 31Q: 3 clusters Score -3379365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3379367.500000 Penalty: 3311.670898
	Iteration 32Q: 3 clusters Score -3379368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3379372.750000 Penalty: 3311.670898
	Iteration 33Q: 3 clusters Score -3379373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3379372.750000 Penalty: 3311.670898
	Iteration 34Q: 3 clusters Score -3379373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3379374.500000 Penalty: 3311.670898
	Iteration 35Q: 3 clusters Score -3379374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3379374.500000 Penalty: 3311.670898
	Iteration 36F: 3 clusters Score -3379374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Entering Unmasked Estep 
Score: -4385004.000000 Penalty: 1696.686768
	Iteration 0F: 2 clusters Score -4385004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -4361927.500000 Penalty: 3393.373535
	Iteration 0F: 3 clusters Score -4361928 nChanged 15811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -4371152.000000 Penalty: 3393.373535
	Iteration 1F: 3 clusters Score -4371152 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -4372025.000000 Penalty: 3393.373535
	Iteration 2F: 3 clusters Score -4372025 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -4373165.500000 Penalty: 3393.373535
	Iteration 3F: 3 clusters Score -4373166 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -4374696.000000 Penalty: 3393.373535
	Iteration 4F: 3 clusters Score -4374696 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -4376524.000000 Penalty: 3393.373535
	Iteration 5F: 3 clusters Score -4376524 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -4378299.500000 Penalty: 3393.373535
	Iteration 6F: 3 clusters Score -4378300 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -4379732.500000 Penalty: 3393.373535
	Iteration 7F: 3 clusters Score -4379732 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -4380888.500000 Penalty: 3393.373535
	Iteration 8Q: 3 clusters Score -4380888 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -4381750.000000 Penalty: 3393.373535
	Iteration 9Q: 3 clusters Score -4381750 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -4382314.000000 Penalty: 3393.373535
	Iteration 10Q: 3 clusters Score -4382314 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -4382690.000000 Penalty: 3393.373535
	Iteration 11Q: 3 clusters Score -4382690 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -4382958.000000 Penalty: 3393.373535
	Iteration 12Q: 3 clusters Score -4382958 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -4383184.000000 Penalty: 3393.373535
	Iteration 13Q: 3 clusters Score -4383184 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -4383360.000000 Penalty: 3393.373535
	Iteration 14Q: 3 clusters Score -4383360 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -4383515.000000 Penalty: 3393.373535
	Iteration 15Q: 3 clusters Score -4383515 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -4383626.500000 Penalty: 3393.373535
	Iteration 16Q: 3 clusters Score -4383626 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -4383739.500000 Penalty: 3393.373535
	Iteration 17Q: 3 clusters Score -4383740 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -4383820.000000 Penalty: 3393.373535
	Iteration 18Q: 3 clusters Score -4383820 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -4383909.000000 Penalty: 3393.373535
	Iteration 19Q: 3 clusters Score -4383909 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4384009.500000 Penalty: 3393.373535
	Iteration 20F: 3 clusters Score -4384010 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -4384098.500000 Penalty: 3393.373535
	Iteration 21Q: 3 clusters Score -4384098 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -4384142.000000 Penalty: 3393.373535
	Iteration 22Q: 3 clusters Score -4384142 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4384189.500000 Penalty: 3393.373535
	Iteration 23Q: 3 clusters Score -4384190 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4384221.500000 Penalty: 3393.373535
	Iteration 24Q: 3 clusters Score -4384222 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -4384274.500000 Penalty: 3393.373535
	Iteration 25Q: 3 clusters Score -4384274 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4384291.000000 Penalty: 3393.373535
	Iteration 26Q: 3 clusters Score -4384291 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4384318.500000 Penalty: 3393.373535
	Iteration 27Q: 3 clusters Score -4384318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -4384341.500000 Penalty: 3393.373535
	Iteration 28Q: 3 clusters Score -4384342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4384347.000000 Penalty: 3393.373535
	Iteration 29Q: 3 clusters Score -4384347 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4384367.500000 Penalty: 3393.373535
	Iteration 30Q: 3 clusters Score -4384368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4384376.500000 Penalty: 3393.373535
	Iteration 31Q: 3 clusters Score -4384376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4384386.500000 Penalty: 3393.373535
	Iteration 32Q: 3 clusters Score -4384386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4384388.000000 Penalty: 3393.373535
	Iteration 33Q: 3 clusters Score -4384388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4384404.500000 Penalty: 3393.373535
	Iteration 34Q: 3 clusters Score -4384404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4384415.000000 Penalty: 3393.373535
	Iteration 35Q: 3 clusters Score -4384415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4384424.500000 Penalty: 3393.373535
	Iteration 36Q: 3 clusters Score -4384424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4384426.500000 Penalty: 3393.373535
	Iteration 37Q: 3 clusters Score -4384426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4384431.500000 Penalty: 3393.373535
	Iteration 38Q: 3 clusters Score -4384432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4384424.500000 Penalty: 3393.373535
	Iteration 39Q: 3 clusters Score -4384424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4384429.000000 Penalty: 3393.373535
	Iteration 40F: 3 clusters Score -4384429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4384432.000000 Penalty: 3393.373535
	Iteration 41Q: 3 clusters Score -4384432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4384432.500000 Penalty: 3393.373535
	Iteration 42Q: 3 clusters Score -4384432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4384438.000000 Penalty: 3393.373535
	Iteration 43Q: 3 clusters Score -4384438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4384432.000000 Penalty: 3393.373535
	Iteration 44Q: 3 clusters Score -4384432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4384433.500000 Penalty: 3393.373535
	Iteration 45Q: 3 clusters Score -4384434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4384435.000000 Penalty: 3393.373535
	Iteration 46Q: 3 clusters Score -4384435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4384438.500000 Penalty: 3393.373535
	Iteration 47Q: 3 clusters Score -4384438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4384432.500000 Penalty: 3393.373535
	Iteration 48Q: 3 clusters Score -4384432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4384441.000000 Penalty: 3393.373535
	Iteration 49Q: 3 clusters Score -4384441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4384438.000000 Penalty: 3393.373535
	Iteration 50Q: 3 clusters Score -4384438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4384440.500000 Penalty: 3393.373535
	Iteration 51Q: 3 clusters Score -4384440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4384439.500000 Penalty: 3393.373535
	Iteration 52Q: 3 clusters Score -4384440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4384442.500000 Penalty: 3393.373535
	Iteration 53Q: 3 clusters Score -4384442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4384445.000000 Penalty: 3393.373535
	Iteration 54Q: 3 clusters Score -4384445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4384442.000000 Penalty: 3393.373535
	Iteration 55Q: 3 clusters Score -4384442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4384439.500000 Penalty: 3393.373535
	Iteration 56Q: 3 clusters Score -4384440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4384440.500000 Penalty: 3393.373535
	Iteration 57Q: 3 clusters Score -4384440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4384442.000000 Penalty: 3393.373535
	Iteration 58Q: 3 clusters Score -4384442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4384437.500000 Penalty: 3393.373535
	Iteration 59Q: 3 clusters Score -4384438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4384443.000000 Penalty: 3393.373535
	Iteration 60F: 3 clusters Score -4384443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4384445.000000 Penalty: 3393.373535
	Iteration 61Q: 3 clusters Score -4384445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4384445.000000 Penalty: 3393.373535
	Iteration 62Q: 3 clusters Score -4384445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4384443.500000 Penalty: 3393.373535
	Iteration 63Q: 3 clusters Score -4384444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4384441.000000 Penalty: 3393.373535
	Iteration 64Q: 3 clusters Score -4384441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4384441.000000 Penalty: 3393.373535
	Iteration 65F: 3 clusters Score -4384441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Entering Unmasked Estep 
Score: -419515.156250 Penalty: 1344.500122
	Iteration 0F: 2 clusters Score -419515.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -416288.562500 Penalty: 2689.000244
	Iteration 0F: 3 clusters Score -416288.6 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -417273.000000 Penalty: 2689.000244
	Iteration 1F: 3 clusters Score -417273 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -417628.406250 Penalty: 2689.000244
	Iteration 2F: 3 clusters Score -417628.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -417922.156250 Penalty: 2689.000244
	Iteration 3F: 3 clusters Score -417922.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -418120.250000 Penalty: 2689.000244
	Iteration 4F: 3 clusters Score -418120.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -418278.562500 Penalty: 2689.000244
	Iteration 5Q: 3 clusters Score -418278.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -418401.125000 Penalty: 2689.000244
	Iteration 6Q: 3 clusters Score -418401.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -418483.250000 Penalty: 2689.000244
	Iteration 7Q: 3 clusters Score -418483.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -418569.031250 Penalty: 2689.000244
	Iteration 8Q: 3 clusters Score -418569 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -418623.500000 Penalty: 2689.000244
	Iteration 9Q: 3 clusters Score -418623.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -418666.562500 Penalty: 2689.000244
	Iteration 10Q: 3 clusters Score -418666.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -418711.437500 Penalty: 2689.000244
	Iteration 11Q: 3 clusters Score -418711.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -418746.062500 Penalty: 2689.000244
	Iteration 12Q: 3 clusters Score -418746.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -418770.281250 Penalty: 2689.000244
	Iteration 13Q: 3 clusters Score -418770.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -418782.562500 Penalty: 2689.000244
	Iteration 14Q: 3 clusters Score -418782.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -418795.312500 Penalty: 2689.000244
	Iteration 15Q: 3 clusters Score -418795.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -418801.312500 Penalty: 2689.000244
	Iteration 16Q: 3 clusters Score -418801.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -418806.906250 Penalty: 2689.000244
	Iteration 17Q: 3 clusters Score -418806.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -418814.093750 Penalty: 2689.000244
	Iteration 18Q: 3 clusters Score -418814.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -418827.093750 Penalty: 2689.000244
	Iteration 19Q: 3 clusters Score -418827.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -418841.187500 Penalty: 2689.000244
	Iteration 20F: 3 clusters Score -418841.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -418851.406250 Penalty: 2689.000244
	Iteration 21Q: 3 clusters Score -418851.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -418858.375000 Penalty: 2689.000244
	Iteration 22Q: 3 clusters Score -418858.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -418863.343750 Penalty: 2689.000244
	Iteration 23Q: 3 clusters Score -418863.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -418869.687500 Penalty: 2689.000244
	Iteration 24Q: 3 clusters Score -418869.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -418875.750000 Penalty: 2689.000244
	Iteration 25Q: 3 clusters Score -418875.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -418880.687500 Penalty: 2689.000244
	Iteration 26Q: 3 clusters Score -418880.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -418885.937500 Penalty: 2689.000244
	Iteration 27Q: 3 clusters Score -418885.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -418892.875000 Penalty: 2689.000244
	Iteration 28Q: 3 clusters Score -418892.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -418898.343750 Penalty: 2689.000244
	Iteration 29Q: 3 clusters Score -418898.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -418905.062500 Penalty: 2689.000244
	Iteration 30Q: 3 clusters Score -418905.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -418914.125000 Penalty: 2689.000244
	Iteration 31Q: 3 clusters Score -418914.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -418921.843750 Penalty: 2689.000244
	Iteration 32Q: 3 clusters Score -418921.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -418930.093750 Penalty: 2689.000244
	Iteration 33Q: 3 clusters Score -418930.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -418933.625000 Penalty: 2689.000244
	Iteration 34Q: 3 clusters Score -418933.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -418938.875000 Penalty: 2689.000244
	Iteration 35Q: 3 clusters Score -418938.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -418946.031250 Penalty: 2689.000244
	Iteration 36Q: 3 clusters Score -418946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -418950.843750 Penalty: 2689.000244
	Iteration 37Q: 3 clusters Score -418950.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -418955.062500 Penalty: 2689.000244
	Iteration 38Q: 3 clusters Score -418955.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -418959.656250 Penalty: 2689.000244
	Iteration 39Q: 3 clusters Score -418959.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -418963.343750 Penalty: 2689.000244
	Iteration 40F: 3 clusters Score -418963.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -418970.250000 Penalty: 2689.000244
	Iteration 41Q: 3 clusters Score -418970.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -418973.843750 Penalty: 2689.000244
	Iteration 42Q: 3 clusters Score -418973.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -418978.375000 Penalty: 2689.000244
	Iteration 43Q: 3 clusters Score -418978.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -418980.843750 Penalty: 2689.000244
	Iteration 44Q: 3 clusters Score -418980.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -418982.843750 Penalty: 2689.000244
	Iteration 45Q: 3 clusters Score -418982.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -418988.812500 Penalty: 2689.000244
	Iteration 46Q: 3 clusters Score -418988.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -418996.468750 Penalty: 2689.000244
	Iteration 47Q: 3 clusters Score -418996.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -419000.437500 Penalty: 2689.000244
	Iteration 48Q: 3 clusters Score -419000.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -419006.343750 Penalty: 2689.000244
	Iteration 49Q: 3 clusters Score -419006.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -419014.656250 Penalty: 2689.000244
	Iteration 50Q: 3 clusters Score -419014.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -419023.312500 Penalty: 2689.000244
	Iteration 51Q: 3 clusters Score -419023.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -419040.218750 Penalty: 2689.000244
	Iteration 52Q: 3 clusters Score -419040.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -419058.500000 Penalty: 2689.000244
	Iteration 53Q: 3 clusters Score -419058.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -419073.937500 Penalty: 2689.000244
	Iteration 54Q: 3 clusters Score -419073.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -419078.812500 Penalty: 2689.000244
	Iteration 55Q: 3 clusters Score -419078.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -419082.218750 Penalty: 2689.000244
	Iteration 56Q: 3 clusters Score -419082.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -419083.593750 Penalty: 2689.000244
	Iteration 57Q: 3 clusters Score -419083.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -419087.125000 Penalty: 2689.000244
	Iteration 58Q: 3 clusters Score -419087.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -419091.812500 Penalty: 2689.000244
	Iteration 59Q: 3 clusters Score -419091.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -419098.031250 Penalty: 2689.000244
	Iteration 60F: 3 clusters Score -419098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -419100.156250 Penalty: 2689.000244
	Iteration 61Q: 3 clusters Score -419100.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -419104.750000 Penalty: 2689.000244
	Iteration 62Q: 3 clusters Score -419104.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -419111.093750 Penalty: 2689.000244
	Iteration 63Q: 3 clusters Score -419111.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -419120.750000 Penalty: 2689.000244
	Iteration 64Q: 3 clusters Score -419120.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -419132.156250 Penalty: 2689.000244
	Iteration 65Q: 3 clusters Score -419132.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -419139.406250 Penalty: 2689.000244
	Iteration 66Q: 3 clusters Score -419139.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -419144.125000 Penalty: 2689.000244
	Iteration 67Q: 3 clusters Score -419144.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -419150.218750 Penalty: 2689.000244
	Iteration 68Q: 3 clusters Score -419150.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -419154.656250 Penalty: 2689.000244
	Iteration 69Q: 3 clusters Score -419154.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -419158.875000 Penalty: 2689.000244
	Iteration 70Q: 3 clusters Score -419158.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -419161.468750 Penalty: 2689.000244
	Iteration 71Q: 3 clusters Score -419161.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -419163.000000 Penalty: 2689.000244
	Iteration 72Q: 3 clusters Score -419163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -419164.968750 Penalty: 2689.000244
	Iteration 73Q: 3 clusters Score -419165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -419167.593750 Penalty: 2689.000244
	Iteration 74Q: 3 clusters Score -419167.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -419169.031250 Penalty: 2689.000244
	Iteration 75Q: 3 clusters Score -419169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -419171.437500 Penalty: 2689.000244
	Iteration 76Q: 3 clusters Score -419171.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -419173.000000 Penalty: 2689.000244
	Iteration 77Q: 3 clusters Score -419173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -419177.937500 Penalty: 2689.000244
	Iteration 78Q: 3 clusters Score -419177.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -419179.593750 Penalty: 2689.000244
	Iteration 79Q: 3 clusters Score -419179.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -419180.500000 Penalty: 2689.000244
	Iteration 80F: 3 clusters Score -419180.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -419182.312500 Penalty: 2689.000244
	Iteration 81Q: 3 clusters Score -419182.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -419184.156250 Penalty: 2689.000244
	Iteration 82Q: 3 clusters Score -419184.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -419185.937500 Penalty: 2689.000244
	Iteration 83Q: 3 clusters Score -419185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -419189.031250 Penalty: 2689.000244
	Iteration 84Q: 3 clusters Score -419189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -419192.718750 Penalty: 2689.000244
	Iteration 85Q: 3 clusters Score -419192.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -419196.343750 Penalty: 2689.000244
	Iteration 86Q: 3 clusters Score -419196.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -419199.156250 Penalty: 2689.000244
	Iteration 87Q: 3 clusters Score -419199.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -419204.531250 Penalty: 2689.000244
	Iteration 88Q: 3 clusters Score -419204.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -419209.093750 Penalty: 2689.000244
	Iteration 89Q: 3 clusters Score -419209.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -419215.781250 Penalty: 2689.000244
	Iteration 90Q: 3 clusters Score -419215.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -419227.593750 Penalty: 2689.000244
	Iteration 91Q: 3 clusters Score -419227.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -419255.000000 Penalty: 2689.000244
	Iteration 92Q: 3 clusters Score -419255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -419281.531250 Penalty: 2689.000244
	Iteration 93Q: 3 clusters Score -419281.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -419295.093750 Penalty: 2689.000244
	Iteration 94Q: 3 clusters Score -419295.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -419304.437500 Penalty: 2689.000244
	Iteration 95Q: 3 clusters Score -419304.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -419310.562500 Penalty: 2689.000244
	Iteration 96Q: 3 clusters Score -419310.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -419314.093750 Penalty: 2689.000244
	Iteration 97Q: 3 clusters Score -419314.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -419316.562500 Penalty: 2689.000244
	Iteration 98Q: 3 clusters Score -419316.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -419318.281250 Penalty: 2689.000244
	Iteration 99Q: 3 clusters Score -419318.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -419324.312500 Penalty: 2689.000244
	Iteration 100F: 3 clusters Score -419324.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -419327.937500 Penalty: 2689.000244
	Iteration 101Q: 3 clusters Score -419327.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -419329.843750 Penalty: 2689.000244
	Iteration 102Q: 3 clusters Score -419329.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -419332.468750 Penalty: 2689.000244
	Iteration 103Q: 3 clusters Score -419332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -419332.906250 Penalty: 2689.000244
	Iteration 104Q: 3 clusters Score -419332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -419333.843750 Penalty: 2689.000244
	Iteration 105Q: 3 clusters Score -419333.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -419334.312500 Penalty: 2689.000244
	Iteration 106Q: 3 clusters Score -419334.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -419335.187500 Penalty: 2689.000244
	Iteration 107Q: 3 clusters Score -419335.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -419336.031250 Penalty: 2689.000244
	Iteration 108Q: 3 clusters Score -419336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -419336.718750 Penalty: 2689.000244
	Iteration 109Q: 3 clusters Score -419336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -419336.062500 Penalty: 2689.000244
	Iteration 110Q: 3 clusters Score -419336.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -419337.218750 Penalty: 2689.000244
	Iteration 111Q: 3 clusters Score -419337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -419337.218750 Penalty: 2689.000244
	Iteration 112F: 3 clusters Score -419337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Entering Unmasked Estep 
Score: -1831867.000000 Penalty: 1560.968018
	Iteration 0F: 2 clusters Score -1831867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1821616.750000 Penalty: 3121.936035
	Iteration 0F: 3 clusters Score -1821617 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1825146.875000 Penalty: 3121.936035
	Iteration 1F: 3 clusters Score -1825147 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1825450.625000 Penalty: 3121.936035
	Iteration 2F: 3 clusters Score -1825451 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1825708.125000 Penalty: 3121.936035
	Iteration 3Q: 3 clusters Score -1825708 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1825929.625000 Penalty: 3121.936035
	Iteration 4Q: 3 clusters Score -1825930 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1826122.000000 Penalty: 3121.936035
	Iteration 5Q: 3 clusters Score -1826122 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1826307.250000 Penalty: 3121.936035
	Iteration 6Q: 3 clusters Score -1826307 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1826541.000000 Penalty: 3121.936035
	Iteration 7Q: 3 clusters Score -1826541 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1826801.125000 Penalty: 3121.936035
	Iteration 8Q: 3 clusters Score -1826801 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1827148.750000 Penalty: 3121.936035
	Iteration 9Q: 3 clusters Score -1827149 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1827577.000000 Penalty: 3121.936035
	Iteration 10Q: 3 clusters Score -1827577 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1828005.000000 Penalty: 3121.936035
	Iteration 11Q: 3 clusters Score -1828005 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1828392.125000 Penalty: 3121.936035
	Iteration 12Q: 3 clusters Score -1828392 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1828683.750000 Penalty: 3121.936035
	Iteration 13Q: 3 clusters Score -1828684 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1828859.125000 Penalty: 3121.936035
	Iteration 14Q: 3 clusters Score -1828859 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1828982.250000 Penalty: 3121.936035
	Iteration 15Q: 3 clusters Score -1828982 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1829048.000000 Penalty: 3121.936035
	Iteration 16Q: 3 clusters Score -1829048 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1829110.750000 Penalty: 3121.936035
	Iteration 17Q: 3 clusters Score -1829111 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1829155.750000 Penalty: 3121.936035
	Iteration 18Q: 3 clusters Score -1829156 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1829200.250000 Penalty: 3121.936035
	Iteration 19Q: 3 clusters Score -1829200 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1829236.875000 Penalty: 3121.936035
	Iteration 20F: 3 clusters Score -1829237 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1829274.875000 Penalty: 3121.936035
	Iteration 21Q: 3 clusters Score -1829275 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1829310.625000 Penalty: 3121.936035
	Iteration 22Q: 3 clusters Score -1829311 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1829336.375000 Penalty: 3121.936035
	Iteration 23Q: 3 clusters Score -1829336 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1829364.750000 Penalty: 3121.936035
	Iteration 24Q: 3 clusters Score -1829365 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1829390.000000 Penalty: 3121.936035
	Iteration 25Q: 3 clusters Score -1829390 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1829410.250000 Penalty: 3121.936035
	Iteration 26Q: 3 clusters Score -1829410 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1829438.375000 Penalty: 3121.936035
	Iteration 27Q: 3 clusters Score -1829438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1829447.125000 Penalty: 3121.936035
	Iteration 28Q: 3 clusters Score -1829447 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1829468.375000 Penalty: 3121.936035
	Iteration 29Q: 3 clusters Score -1829468 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1829490.875000 Penalty: 3121.936035
	Iteration 30Q: 3 clusters Score -1829491 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1829515.125000 Penalty: 3121.936035
	Iteration 31Q: 3 clusters Score -1829515 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1829543.250000 Penalty: 3121.936035
	Iteration 32Q: 3 clusters Score -1829543 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1829563.125000 Penalty: 3121.936035
	Iteration 33Q: 3 clusters Score -1829563 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1829602.000000 Penalty: 3121.936035
	Iteration 34Q: 3 clusters Score -1829602 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1829638.750000 Penalty: 3121.936035
	Iteration 35Q: 3 clusters Score -1829639 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1829672.375000 Penalty: 3121.936035
	Iteration 36Q: 3 clusters Score -1829672 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1829700.125000 Penalty: 3121.936035
	Iteration 37Q: 3 clusters Score -1829700 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1829740.875000 Penalty: 3121.936035
	Iteration 38Q: 3 clusters Score -1829741 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1829779.875000 Penalty: 3121.936035
	Iteration 39Q: 3 clusters Score -1829780 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1829799.125000 Penalty: 3121.936035
	Iteration 40F: 3 clusters Score -1829799 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1829821.125000 Penalty: 3121.936035
	Iteration 41Q: 3 clusters Score -1829821 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1829851.250000 Penalty: 3121.936035
	Iteration 42Q: 3 clusters Score -1829851 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1829876.250000 Penalty: 3121.936035
	Iteration 43Q: 3 clusters Score -1829876 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1829903.875000 Penalty: 3121.936035
	Iteration 44Q: 3 clusters Score -1829904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1829925.125000 Penalty: 3121.936035
	Iteration 45Q: 3 clusters Score -1829925 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1829948.500000 Penalty: 3121.936035
	Iteration 46Q: 3 clusters Score -1829948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1829970.375000 Penalty: 3121.936035
	Iteration 47Q: 3 clusters Score -1829970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1829990.125000 Penalty: 3121.936035
	Iteration 48Q: 3 clusters Score -1829990 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1830006.625000 Penalty: 3121.936035
	Iteration 49Q: 3 clusters Score -1830007 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1830023.875000 Penalty: 3121.936035
	Iteration 50Q: 3 clusters Score -1830024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1830048.625000 Penalty: 3121.936035
	Iteration 51Q: 3 clusters Score -1830049 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1830088.000000 Penalty: 3121.936035
	Iteration 52Q: 3 clusters Score -1830088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1830119.000000 Penalty: 3121.936035
	Iteration 53Q: 3 clusters Score -1830119 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1830150.125000 Penalty: 3121.936035
	Iteration 54Q: 3 clusters Score -1830150 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1830179.875000 Penalty: 3121.936035
	Iteration 55Q: 3 clusters Score -1830180 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1830208.625000 Penalty: 3121.936035
	Iteration 56Q: 3 clusters Score -1830209 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1830227.875000 Penalty: 3121.936035
	Iteration 57Q: 3 clusters Score -1830228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1830237.500000 Penalty: 3121.936035
	Iteration 58Q: 3 clusters Score -1830238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1830247.375000 Penalty: 3121.936035
	Iteration 59Q: 3 clusters Score -1830247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1830259.750000 Penalty: 3121.936035
	Iteration 60F: 3 clusters Score -1830260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1830267.000000 Penalty: 3121.936035
	Iteration 61Q: 3 clusters Score -1830267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1830280.125000 Penalty: 3121.936035
	Iteration 62Q: 3 clusters Score -1830280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1830283.250000 Penalty: 3121.936035
	Iteration 63Q: 3 clusters Score -1830283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1830286.375000 Penalty: 3121.936035
	Iteration 64Q: 3 clusters Score -1830286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1830290.875000 Penalty: 3121.936035
	Iteration 65Q: 3 clusters Score -1830291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1830297.750000 Penalty: 3121.936035
	Iteration 66Q: 3 clusters Score -1830298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1830306.875000 Penalty: 3121.936035
	Iteration 67Q: 3 clusters Score -1830307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1830315.500000 Penalty: 3121.936035
	Iteration 68Q: 3 clusters Score -1830316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1830323.625000 Penalty: 3121.936035
	Iteration 69Q: 3 clusters Score -1830324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1830339.000000 Penalty: 3121.936035
	Iteration 70Q: 3 clusters Score -1830339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1830347.500000 Penalty: 3121.936035
	Iteration 71Q: 3 clusters Score -1830348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1830354.875000 Penalty: 3121.936035
	Iteration 72Q: 3 clusters Score -1830355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1830367.125000 Penalty: 3121.936035
	Iteration 73Q: 3 clusters Score -1830367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1830376.875000 Penalty: 3121.936035
	Iteration 74Q: 3 clusters Score -1830377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1830384.500000 Penalty: 3121.936035
	Iteration 75Q: 3 clusters Score -1830384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1830390.750000 Penalty: 3121.936035
	Iteration 76Q: 3 clusters Score -1830391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1830400.375000 Penalty: 3121.936035
	Iteration 77Q: 3 clusters Score -1830400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1830404.750000 Penalty: 3121.936035
	Iteration 78Q: 3 clusters Score -1830405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1830410.750000 Penalty: 3121.936035
	Iteration 79Q: 3 clusters Score -1830411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1830415.625000 Penalty: 3121.936035
	Iteration 80F: 3 clusters Score -1830416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1830422.125000 Penalty: 3121.936035
	Iteration 81Q: 3 clusters Score -1830422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1830425.750000 Penalty: 3121.936035
	Iteration 82Q: 3 clusters Score -1830426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1830430.375000 Penalty: 3121.936035
	Iteration 83Q: 3 clusters Score -1830430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1830434.375000 Penalty: 3121.936035
	Iteration 84Q: 3 clusters Score -1830434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1830437.250000 Penalty: 3121.936035
	Iteration 85Q: 3 clusters Score -1830437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1830441.375000 Penalty: 3121.936035
	Iteration 86Q: 3 clusters Score -1830441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1830440.375000 Penalty: 3121.936035
	Iteration 87Q: 3 clusters Score -1830440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1830444.750000 Penalty: 3121.936035
	Iteration 88Q: 3 clusters Score -1830445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1830446.375000 Penalty: 3121.936035
	Iteration 89Q: 3 clusters Score -1830446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1830453.750000 Penalty: 3121.936035
	Iteration 90Q: 3 clusters Score -1830454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1830456.500000 Penalty: 3121.936035
	Iteration 91Q: 3 clusters Score -1830456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1830456.875000 Penalty: 3121.936035
	Iteration 92Q: 3 clusters Score -1830457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1830459.625000 Penalty: 3121.936035
	Iteration 93Q: 3 clusters Score -1830460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1830461.250000 Penalty: 3121.936035
	Iteration 94Q: 3 clusters Score -1830461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1830464.375000 Penalty: 3121.936035
	Iteration 95Q: 3 clusters Score -1830464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1830465.500000 Penalty: 3121.936035
	Iteration 96Q: 3 clusters Score -1830466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1830469.875000 Penalty: 3121.936035
	Iteration 97Q: 3 clusters Score -1830470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1830480.000000 Penalty: 3121.936035
	Iteration 98Q: 3 clusters Score -1830480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1830485.500000 Penalty: 3121.936035
	Iteration 99Q: 3 clusters Score -1830486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1830490.625000 Penalty: 3121.936035
	Iteration 100F: 3 clusters Score -1830491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1830499.625000 Penalty: 3121.936035
	Iteration 101Q: 3 clusters Score -1830500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1830509.375000 Penalty: 3121.936035
	Iteration 102Q: 3 clusters Score -1830509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1830514.250000 Penalty: 3121.936035
	Iteration 103Q: 3 clusters Score -1830514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1830515.250000 Penalty: 3121.936035
	Iteration 104Q: 3 clusters Score -1830515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1830517.875000 Penalty: 3121.936035
	Iteration 105Q: 3 clusters Score -1830518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1830517.625000 Penalty: 3121.936035
	Iteration 106Q: 3 clusters Score -1830518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1830519.125000 Penalty: 3121.936035
	Iteration 107Q: 3 clusters Score -1830519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1830519.000000 Penalty: 3121.936035
	Iteration 108Q: 3 clusters Score -1830519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1830519.250000 Penalty: 3121.936035
	Iteration 109Q: 3 clusters Score -1830519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1830522.250000 Penalty: 3121.936035
	Iteration 110Q: 3 clusters Score -1830522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1830523.000000 Penalty: 3121.936035
	Iteration 111Q: 3 clusters Score -1830523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1830523.000000 Penalty: 3121.936035
	Iteration 112F: 3 clusters Score -1830523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Entering Unmasked Estep 
Score: -2770539.250000 Penalty: 1623.447388
	Iteration 0F: 2 clusters Score -2770539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2755582.250000 Penalty: 3246.894775
	Iteration 0F: 3 clusters Score -2755582 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2760987.500000 Penalty: 3246.894775
	Iteration 1F: 3 clusters Score -2760988 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2761345.250000 Penalty: 3246.894775
	Iteration 2Q: 3 clusters Score -2761345 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2761699.500000 Penalty: 3246.894775
	Iteration 3Q: 3 clusters Score -2761700 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2762058.250000 Penalty: 3246.894775
	Iteration 4Q: 3 clusters Score -2762058 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2762459.750000 Penalty: 3246.894775
	Iteration 5Q: 3 clusters Score -2762460 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2762969.500000 Penalty: 3246.894775
	Iteration 6Q: 3 clusters Score -2762970 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2763559.000000 Penalty: 3246.894775
	Iteration 7Q: 3 clusters Score -2763559 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2764281.000000 Penalty: 3246.894775
	Iteration 8Q: 3 clusters Score -2764281 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2765082.250000 Penalty: 3246.894775
	Iteration 9F: 3 clusters Score -2765082 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2765775.000000 Penalty: 3246.894775
	Iteration 10Q: 3 clusters Score -2765775 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2766344.000000 Penalty: 3246.894775
	Iteration 11Q: 3 clusters Score -2766344 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2766762.750000 Penalty: 3246.894775
	Iteration 12Q: 3 clusters Score -2766763 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2767042.500000 Penalty: 3246.894775
	Iteration 13Q: 3 clusters Score -2767042 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2767285.500000 Penalty: 3246.894775
	Iteration 14Q: 3 clusters Score -2767286 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2767508.000000 Penalty: 3246.894775
	Iteration 15Q: 3 clusters Score -2767508 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2767718.000000 Penalty: 3246.894775
	Iteration 16Q: 3 clusters Score -2767718 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2767938.000000 Penalty: 3246.894775
	Iteration 17Q: 3 clusters Score -2767938 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2768143.500000 Penalty: 3246.894775
	Iteration 18Q: 3 clusters Score -2768144 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2768262.750000 Penalty: 3246.894775
	Iteration 19Q: 3 clusters Score -2768263 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2768363.000000 Penalty: 3246.894775
	Iteration 20F: 3 clusters Score -2768363 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2768420.000000 Penalty: 3246.894775
	Iteration 21Q: 3 clusters Score -2768420 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2768459.500000 Penalty: 3246.894775
	Iteration 22Q: 3 clusters Score -2768460 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2768486.750000 Penalty: 3246.894775
	Iteration 23Q: 3 clusters Score -2768487 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2768504.250000 Penalty: 3246.894775
	Iteration 24Q: 3 clusters Score -2768504 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2768524.250000 Penalty: 3246.894775
	Iteration 25Q: 3 clusters Score -2768524 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2768552.750000 Penalty: 3246.894775
	Iteration 26Q: 3 clusters Score -2768553 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2768566.250000 Penalty: 3246.894775
	Iteration 27Q: 3 clusters Score -2768566 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2768587.000000 Penalty: 3246.894775
	Iteration 28Q: 3 clusters Score -2768587 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2768602.250000 Penalty: 3246.894775
	Iteration 29Q: 3 clusters Score -2768602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2768607.500000 Penalty: 3246.894775
	Iteration 30Q: 3 clusters Score -2768608 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2768620.000000 Penalty: 3246.894775
	Iteration 31Q: 3 clusters Score -2768620 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2768626.500000 Penalty: 3246.894775
	Iteration 32Q: 3 clusters Score -2768626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2768638.250000 Penalty: 3246.894775
	Iteration 33Q: 3 clusters Score -2768638 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2768645.250000 Penalty: 3246.894775
	Iteration 34Q: 3 clusters Score -2768645 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2768654.250000 Penalty: 3246.894775
	Iteration 35Q: 3 clusters Score -2768654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2768659.250000 Penalty: 3246.894775
	Iteration 36Q: 3 clusters Score -2768659 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2768674.250000 Penalty: 3246.894775
	Iteration 37Q: 3 clusters Score -2768674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2768683.250000 Penalty: 3246.894775
	Iteration 38Q: 3 clusters Score -2768683 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2768690.750000 Penalty: 3246.894775
	Iteration 39Q: 3 clusters Score -2768691 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2768694.500000 Penalty: 3246.894775
	Iteration 40F: 3 clusters Score -2768694 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2768701.250000 Penalty: 3246.894775
	Iteration 41Q: 3 clusters Score -2768701 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2768722.500000 Penalty: 3246.894775
	Iteration 42Q: 3 clusters Score -2768722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2768734.250000 Penalty: 3246.894775
	Iteration 43Q: 3 clusters Score -2768734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2768745.000000 Penalty: 3246.894775
	Iteration 44Q: 3 clusters Score -2768745 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2768758.750000 Penalty: 3246.894775
	Iteration 45Q: 3 clusters Score -2768759 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2768771.250000 Penalty: 3246.894775
	Iteration 46Q: 3 clusters Score -2768771 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2768775.000000 Penalty: 3246.894775
	Iteration 47Q: 3 clusters Score -2768775 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2768786.000000 Penalty: 3246.894775
	Iteration 48Q: 3 clusters Score -2768786 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2768805.500000 Penalty: 3246.894775
	Iteration 49Q: 3 clusters Score -2768806 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2768822.250000 Penalty: 3246.894775
	Iteration 50Q: 3 clusters Score -2768822 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2768833.250000 Penalty: 3246.894775
	Iteration 51Q: 3 clusters Score -2768833 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2768850.250000 Penalty: 3246.894775
	Iteration 52Q: 3 clusters Score -2768850 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2768872.250000 Penalty: 3246.894775
	Iteration 53Q: 3 clusters Score -2768872 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2768900.250000 Penalty: 3246.894775
	Iteration 54Q: 3 clusters Score -2768900 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2768917.250000 Penalty: 3246.894775
	Iteration 55Q: 3 clusters Score -2768917 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2768935.250000 Penalty: 3246.894775
	Iteration 56Q: 3 clusters Score -2768935 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2768949.750000 Penalty: 3246.894775
	Iteration 57Q: 3 clusters Score -2768950 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2768965.000000 Penalty: 3246.894775
	Iteration 58Q: 3 clusters Score -2768965 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2768986.750000 Penalty: 3246.894775
	Iteration 59Q: 3 clusters Score -2768987 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2768993.500000 Penalty: 3246.894775
	Iteration 60F: 3 clusters Score -2768994 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2769012.750000 Penalty: 3246.894775
	Iteration 61Q: 3 clusters Score -2769013 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2769037.250000 Penalty: 3246.894775
	Iteration 62Q: 3 clusters Score -2769037 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2769053.500000 Penalty: 3246.894775
	Iteration 63Q: 3 clusters Score -2769054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2769075.500000 Penalty: 3246.894775
	Iteration 64Q: 3 clusters Score -2769076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2769082.500000 Penalty: 3246.894775
	Iteration 65Q: 3 clusters Score -2769082 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2769104.000000 Penalty: 3246.894775
	Iteration 66Q: 3 clusters Score -2769104 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2769126.000000 Penalty: 3246.894775
	Iteration 67Q: 3 clusters Score -2769126 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2769137.750000 Penalty: 3246.894775
	Iteration 68Q: 3 clusters Score -2769138 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2769169.000000 Penalty: 3246.894775
	Iteration 69Q: 3 clusters Score -2769169 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2769205.500000 Penalty: 3246.894775
	Iteration 70Q: 3 clusters Score -2769206 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2769237.500000 Penalty: 3246.894775
	Iteration 71Q: 3 clusters Score -2769238 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2769285.750000 Penalty: 3246.894775
	Iteration 72Q: 3 clusters Score -2769286 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2769353.250000 Penalty: 3246.894775
	Iteration 73Q: 3 clusters Score -2769353 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2769410.750000 Penalty: 3246.894775
	Iteration 74Q: 3 clusters Score -2769411 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2769470.000000 Penalty: 3246.894775
	Iteration 75Q: 3 clusters Score -2769470 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2769518.500000 Penalty: 3246.894775
	Iteration 76Q: 3 clusters Score -2769518 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2769558.250000 Penalty: 3246.894775
	Iteration 77Q: 3 clusters Score -2769558 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2769579.250000 Penalty: 3246.894775
	Iteration 78Q: 3 clusters Score -2769579 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2769597.750000 Penalty: 3246.894775
	Iteration 79Q: 3 clusters Score -2769598 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2769627.500000 Penalty: 3246.894775
	Iteration 80F: 3 clusters Score -2769628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2769652.000000 Penalty: 3246.894775
	Iteration 81Q: 3 clusters Score -2769652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2769661.500000 Penalty: 3246.894775
	Iteration 82Q: 3 clusters Score -2769662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2769670.000000 Penalty: 3246.894775
	Iteration 83Q: 3 clusters Score -2769670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2769677.500000 Penalty: 3246.894775
	Iteration 84Q: 3 clusters Score -2769678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2769678.750000 Penalty: 3246.894775
	Iteration 85Q: 3 clusters Score -2769679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2769680.500000 Penalty: 3246.894775
	Iteration 86Q: 3 clusters Score -2769680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2769688.500000 Penalty: 3246.894775
	Iteration 87Q: 3 clusters Score -2769688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2769693.250000 Penalty: 3246.894775
	Iteration 88Q: 3 clusters Score -2769693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2769696.500000 Penalty: 3246.894775
	Iteration 89Q: 3 clusters Score -2769696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2769705.750000 Penalty: 3246.894775
	Iteration 90Q: 3 clusters Score -2769706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2769705.000000 Penalty: 3246.894775
	Iteration 91Q: 3 clusters Score -2769705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2769699.500000 Penalty: 3246.894775
	Iteration 92Q: 3 clusters Score -2769700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2769702.250000 Penalty: 3246.894775
	Iteration 93Q: 3 clusters Score -2769702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2769700.500000 Penalty: 3246.894775
	Iteration 94Q: 3 clusters Score -2769700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2769699.250000 Penalty: 3246.894775
	Iteration 95Q: 3 clusters Score -2769699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2769699.250000 Penalty: 3246.894775
	Iteration 96F: 3 clusters Score -2769699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Entering Unmasked Estep 
Score: -2158008.000000 Penalty: 1581.977539
	Iteration 0F: 2 clusters Score -2158008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2146349.750000 Penalty: 3163.955078
	Iteration 0F: 3 clusters Score -2146350 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2150378.000000 Penalty: 3163.955078
	Iteration 1F: 3 clusters Score -2150378 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2150681.000000 Penalty: 3163.955078
	Iteration 2F: 3 clusters Score -2150681 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2150902.750000 Penalty: 3163.955078
	Iteration 3Q: 3 clusters Score -2150903 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2151080.250000 Penalty: 3163.955078
	Iteration 4Q: 3 clusters Score -2151080 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2151234.250000 Penalty: 3163.955078
	Iteration 5Q: 3 clusters Score -2151234 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2151397.000000 Penalty: 3163.955078
	Iteration 6Q: 3 clusters Score -2151397 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2151549.500000 Penalty: 3163.955078
	Iteration 7Q: 3 clusters Score -2151550 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2151744.500000 Penalty: 3163.955078
	Iteration 8Q: 3 clusters Score -2151744 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2151972.750000 Penalty: 3163.955078
	Iteration 9Q: 3 clusters Score -2151973 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2152253.750000 Penalty: 3163.955078
	Iteration 10Q: 3 clusters Score -2152254 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2152637.750000 Penalty: 3163.955078
	Iteration 11Q: 3 clusters Score -2152638 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2153133.500000 Penalty: 3163.955078
	Iteration 12Q: 3 clusters Score -2153134 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2153705.250000 Penalty: 3163.955078
	Iteration 13F: 3 clusters Score -2153705 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2154332.500000 Penalty: 3163.955078
	Iteration 14F: 3 clusters Score -2154332 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2154968.000000 Penalty: 3163.955078
	Iteration 15Q: 3 clusters Score -2154968 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2155506.250000 Penalty: 3163.955078
	Iteration 16Q: 3 clusters Score -2155506 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2155913.500000 Penalty: 3163.955078
	Iteration 17Q: 3 clusters Score -2155914 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2156165.000000 Penalty: 3163.955078
	Iteration 18Q: 3 clusters Score -2156165 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2156308.000000 Penalty: 3163.955078
	Iteration 19Q: 3 clusters Score -2156308 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2156411.750000 Penalty: 3163.955078
	Iteration 20F: 3 clusters Score -2156412 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2156473.750000 Penalty: 3163.955078
	Iteration 21Q: 3 clusters Score -2156474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2156500.500000 Penalty: 3163.955078
	Iteration 22Q: 3 clusters Score -2156500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2156528.250000 Penalty: 3163.955078
	Iteration 23Q: 3 clusters Score -2156528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2156547.500000 Penalty: 3163.955078
	Iteration 24Q: 3 clusters Score -2156548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2156562.750000 Penalty: 3163.955078
	Iteration 25Q: 3 clusters Score -2156563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2156571.250000 Penalty: 3163.955078
	Iteration 26Q: 3 clusters Score -2156571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2156577.750000 Penalty: 3163.955078
	Iteration 27Q: 3 clusters Score -2156578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2156582.750000 Penalty: 3163.955078
	Iteration 28Q: 3 clusters Score -2156583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2156585.750000 Penalty: 3163.955078
	Iteration 29Q: 3 clusters Score -2156586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2156592.250000 Penalty: 3163.955078
	Iteration 30Q: 3 clusters Score -2156592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2156599.500000 Penalty: 3163.955078
	Iteration 31Q: 3 clusters Score -2156600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2156600.750000 Penalty: 3163.955078
	Iteration 32Q: 3 clusters Score -2156601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2156604.750000 Penalty: 3163.955078
	Iteration 33Q: 3 clusters Score -2156605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2156608.750000 Penalty: 3163.955078
	Iteration 34Q: 3 clusters Score -2156609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2156617.500000 Penalty: 3163.955078
	Iteration 35Q: 3 clusters Score -2156618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2156621.750000 Penalty: 3163.955078
	Iteration 36Q: 3 clusters Score -2156622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2156626.500000 Penalty: 3163.955078
	Iteration 37Q: 3 clusters Score -2156626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2156626.500000 Penalty: 3163.955078
	Iteration 38F: 3 clusters Score -2156626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Entering Unmasked Estep 
Score: -442655.656250 Penalty: 1327.930786
	Iteration 0F: 2 clusters Score -442655.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -439630.812500 Penalty: 2655.861572
	Iteration 0F: 3 clusters Score -439630.8 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -440474.781250 Penalty: 2655.861572
	Iteration 1F: 3 clusters Score -440474.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -440699.625000 Penalty: 2655.861572
	Iteration 2F: 3 clusters Score -440699.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -440866.406250 Penalty: 2655.861572
	Iteration 3F: 3 clusters Score -440866.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -441012.312500 Penalty: 2655.861572
	Iteration 4F: 3 clusters Score -441012.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -441144.156250 Penalty: 2655.861572
	Iteration 5Q: 3 clusters Score -441144.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -441286.343750 Penalty: 2655.861572
	Iteration 6F: 3 clusters Score -441286.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -441404.312500 Penalty: 2655.861572
	Iteration 7Q: 3 clusters Score -441404.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -441504.343750 Penalty: 2655.861572
	Iteration 8Q: 3 clusters Score -441504.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -441595.250000 Penalty: 2655.861572
	Iteration 9Q: 3 clusters Score -441595.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -441671.468750 Penalty: 2655.861572
	Iteration 10Q: 3 clusters Score -441671.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -441754.968750 Penalty: 2655.861572
	Iteration 11Q: 3 clusters Score -441755 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -441802.531250 Penalty: 2655.861572
	Iteration 12Q: 3 clusters Score -441802.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -441832.000000 Penalty: 2655.861572
	Iteration 13Q: 3 clusters Score -441832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -441847.031250 Penalty: 2655.861572
	Iteration 14Q: 3 clusters Score -441847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -441859.750000 Penalty: 2655.861572
	Iteration 15Q: 3 clusters Score -441859.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -441876.281250 Penalty: 2655.861572
	Iteration 16Q: 3 clusters Score -441876.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -441881.875000 Penalty: 2655.861572
	Iteration 17Q: 3 clusters Score -441881.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -441887.062500 Penalty: 2655.861572
	Iteration 18Q: 3 clusters Score -441887.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -441889.875000 Penalty: 2655.861572
	Iteration 19Q: 3 clusters Score -441889.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -441894.343750 Penalty: 2655.861572
	Iteration 20F: 3 clusters Score -441894.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -441898.125000 Penalty: 2655.861572
	Iteration 21Q: 3 clusters Score -441898.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -441904.562500 Penalty: 2655.861572
	Iteration 22Q: 3 clusters Score -441904.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -441909.187500 Penalty: 2655.861572
	Iteration 23Q: 3 clusters Score -441909.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -441913.156250 Penalty: 2655.861572
	Iteration 24Q: 3 clusters Score -441913.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -441914.218750 Penalty: 2655.861572
	Iteration 25Q: 3 clusters Score -441914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -441914.750000 Penalty: 2655.861572
	Iteration 26Q: 3 clusters Score -441914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -441915.812500 Penalty: 2655.861572
	Iteration 27Q: 3 clusters Score -441915.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -441918.343750 Penalty: 2655.861572
	Iteration 28Q: 3 clusters Score -441918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -441919.250000 Penalty: 2655.861572
	Iteration 29Q: 3 clusters Score -441919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -441920.187500 Penalty: 2655.861572
	Iteration 30Q: 3 clusters Score -441920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -441922.250000 Penalty: 2655.861572
	Iteration 31Q: 3 clusters Score -441922.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -441924.312500 Penalty: 2655.861572
	Iteration 32Q: 3 clusters Score -441924.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -441924.000000 Penalty: 2655.861572
	Iteration 33Q: 3 clusters Score -441924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -441924.187500 Penalty: 2655.861572
	Iteration 34Q: 3 clusters Score -441924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -441925.343750 Penalty: 2655.861572
	Iteration 35Q: 3 clusters Score -441925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -441925.218750 Penalty: 2655.861572
	Iteration 36Q: 3 clusters Score -441925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -441925.031250 Penalty: 2655.861572
	Iteration 37Q: 3 clusters Score -441925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -441925.031250 Penalty: 2655.861572
	Iteration 38F: 3 clusters Score -441925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -28534.683594 Penalty: 905.475037
	Iteration 0F: 2 clusters Score -28534.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27737.265625 Penalty: 1810.950073
	Iteration 0F: 3 clusters Score -27737.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27896.617188 Penalty: 1810.950073
	Iteration 1F: 3 clusters Score -27896.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27931.746094 Penalty: 1810.950073
	Iteration 2Q: 3 clusters Score -27931.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27946.226562 Penalty: 1810.950073
	Iteration 3Q: 3 clusters Score -27946.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27949.380859 Penalty: 1810.950073
	Iteration 4Q: 3 clusters Score -27949.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27961.175781 Penalty: 1810.950073
	Iteration 5Q: 3 clusters Score -27961.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27970.351562 Penalty: 1810.950073
	Iteration 6Q: 3 clusters Score -27970.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27970.351562 Penalty: 1810.950073
	Iteration 7F: 3 clusters Score -27970.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Entering Unmasked Estep 
Score: -407251.812500 Penalty: 1320.703125
	Iteration 0F: 2 clusters Score -407251.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -404339.156250 Penalty: 2641.406250
	Iteration 0F: 3 clusters Score -404339.2 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -405109.093750 Penalty: 2641.406250
	Iteration 1F: 3 clusters Score -405109.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -405364.218750 Penalty: 2641.406250
	Iteration 2F: 3 clusters Score -405364.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -405535.468750 Penalty: 2641.406250
	Iteration 3F: 3 clusters Score -405535.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -405669.593750 Penalty: 2641.406250
	Iteration 4F: 3 clusters Score -405669.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -405783.343750 Penalty: 2641.406250
	Iteration 5Q: 3 clusters Score -405783.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -405893.187500 Penalty: 2641.406250
	Iteration 6Q: 3 clusters Score -405893.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -405999.500000 Penalty: 2641.406250
	Iteration 7Q: 3 clusters Score -405999.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -406127.500000 Penalty: 2641.406250
	Iteration 8Q: 3 clusters Score -406127.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -406248.156250 Penalty: 2641.406250
	Iteration 9Q: 3 clusters Score -406248.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -406318.562500 Penalty: 2641.406250
	Iteration 10Q: 3 clusters Score -406318.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -406353.718750 Penalty: 2641.406250
	Iteration 11Q: 3 clusters Score -406353.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -406380.187500 Penalty: 2641.406250
	Iteration 12Q: 3 clusters Score -406380.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -406394.906250 Penalty: 2641.406250
	Iteration 13Q: 3 clusters Score -406394.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -406403.125000 Penalty: 2641.406250
	Iteration 14Q: 3 clusters Score -406403.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -406408.656250 Penalty: 2641.406250
	Iteration 15Q: 3 clusters Score -406408.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -406414.125000 Penalty: 2641.406250
	Iteration 16Q: 3 clusters Score -406414.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -406421.031250 Penalty: 2641.406250
	Iteration 17Q: 3 clusters Score -406421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -406428.968750 Penalty: 2641.406250
	Iteration 18Q: 3 clusters Score -406429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -406435.062500 Penalty: 2641.406250
	Iteration 19Q: 3 clusters Score -406435.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -406440.687500 Penalty: 2641.406250
	Iteration 20F: 3 clusters Score -406440.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -406443.031250 Penalty: 2641.406250
	Iteration 21Q: 3 clusters Score -406443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -406443.625000 Penalty: 2641.406250
	Iteration 22Q: 3 clusters Score -406443.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -406443.593750 Penalty: 2641.406250
	Iteration 23Q: 3 clusters Score -406443.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -406443.593750 Penalty: 2641.406250
	Iteration 24F: 3 clusters Score -406443.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (59980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59980 members 
Entering Unmasked Estep 
Score: -7054885.000000 Penalty: 1787.786987
	Iteration 0F: 2 clusters Score -7054885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -7014737.000000 Penalty: 3575.573975
	Iteration 0F: 3 clusters Score -7014737 nChanged 28269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -7031310.000000 Penalty: 3575.573975
	Iteration 1F: 3 clusters Score -7031310 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -7032241.000000 Penalty: 3575.573975
	Iteration 2Q: 3 clusters Score -7032241 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -7033382.500000 Penalty: 3575.573975
	Iteration 3Q: 3 clusters Score -7033382 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -7034774.500000 Penalty: 3575.573975
	Iteration 4F: 3 clusters Score -7034774 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -7036473.500000 Penalty: 3575.573975
	Iteration 5F: 3 clusters Score -7036474 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -7038241.500000 Penalty: 3575.573975
	Iteration 6F: 3 clusters Score -7038242 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -7040056.000000 Penalty: 3575.573975
	Iteration 7F: 3 clusters Score -7040056 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -7041650.500000 Penalty: 3575.573975
	Iteration 8F: 3 clusters Score -7041650 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -7042994.500000 Penalty: 3575.573975
	Iteration 9Q: 3 clusters Score -7042994 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -7044013.000000 Penalty: 3575.573975
	Iteration 10Q: 3 clusters Score -7044013 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -7044843.000000 Penalty: 3575.573975
	Iteration 11Q: 3 clusters Score -7044843 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -7045436.500000 Penalty: 3575.573975
	Iteration 12Q: 3 clusters Score -7045436 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -7045866.500000 Penalty: 3575.573975
	Iteration 13Q: 3 clusters Score -7045866 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -7046232.500000 Penalty: 3575.573975
	Iteration 14Q: 3 clusters Score -7046232 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -7046506.000000 Penalty: 3575.573975
	Iteration 15Q: 3 clusters Score -7046506 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -7046808.500000 Penalty: 3575.573975
	Iteration 16Q: 3 clusters Score -7046808 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -7047141.500000 Penalty: 3575.573975
	Iteration 17Q: 3 clusters Score -7047142 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -7047474.500000 Penalty: 3575.573975
	Iteration 18Q: 3 clusters Score -7047474 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -7047861.500000 Penalty: 3575.573975
	Iteration 19Q: 3 clusters Score -7047862 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -7048243.000000 Penalty: 3575.573975
	Iteration 20F: 3 clusters Score -7048243 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -7048645.000000 Penalty: 3575.573975
	Iteration 21Q: 3 clusters Score -7048645 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -7049076.500000 Penalty: 3575.573975
	Iteration 22Q: 3 clusters Score -7049076 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -7049530.000000 Penalty: 3575.573975
	Iteration 23Q: 3 clusters Score -7049530 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -7049937.000000 Penalty: 3575.573975
	Iteration 24Q: 3 clusters Score -7049937 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -7050287.000000 Penalty: 3575.573975
	Iteration 25Q: 3 clusters Score -7050287 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -7050665.000000 Penalty: 3575.573975
	Iteration 26Q: 3 clusters Score -7050665 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -7050985.500000 Penalty: 3575.573975
	Iteration 27Q: 3 clusters Score -7050986 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -7051330.500000 Penalty: 3575.573975
	Iteration 28Q: 3 clusters Score -7051330 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -7051624.500000 Penalty: 3575.573975
	Iteration 29Q: 3 clusters Score -7051624 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -7051874.000000 Penalty: 3575.573975
	Iteration 30Q: 3 clusters Score -7051874 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -7052097.000000 Penalty: 3575.573975
	Iteration 31Q: 3 clusters Score -7052097 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -7052270.000000 Penalty: 3575.573975
	Iteration 32Q: 3 clusters Score -7052270 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -7052438.500000 Penalty: 3575.573975
	Iteration 33Q: 3 clusters Score -7052438 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -7052573.500000 Penalty: 3575.573975
	Iteration 34Q: 3 clusters Score -7052574 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -7052689.500000 Penalty: 3575.573975
	Iteration 35Q: 3 clusters Score -7052690 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -7052802.500000 Penalty: 3575.573975
	Iteration 36Q: 3 clusters Score -7052802 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -7052888.500000 Penalty: 3575.573975
	Iteration 37Q: 3 clusters Score -7052888 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -7052952.500000 Penalty: 3575.573975
	Iteration 38Q: 3 clusters Score -7052952 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -7053047.500000 Penalty: 3575.573975
	Iteration 39Q: 3 clusters Score -7053048 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -7053111.000000 Penalty: 3575.573975
	Iteration 40F: 3 clusters Score -7053111 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -7053167.000000 Penalty: 3575.573975
	Iteration 41Q: 3 clusters Score -7053167 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -7053201.500000 Penalty: 3575.573975
	Iteration 42Q: 3 clusters Score -7053202 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -7053264.000000 Penalty: 3575.573975
	Iteration 43Q: 3 clusters Score -7053264 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -7053327.500000 Penalty: 3575.573975
	Iteration 44Q: 3 clusters Score -7053328 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -7053391.000000 Penalty: 3575.573975
	Iteration 45Q: 3 clusters Score -7053391 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -7053451.500000 Penalty: 3575.573975
	Iteration 46Q: 3 clusters Score -7053452 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -7053526.500000 Penalty: 3575.573975
	Iteration 47Q: 3 clusters Score -7053526 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -7053559.000000 Penalty: 3575.573975
	Iteration 48Q: 3 clusters Score -7053559 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -7053604.500000 Penalty: 3575.573975
	Iteration 49Q: 3 clusters Score -7053604 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57470 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7053628.000000 Penalty: 3575.573975
	Iteration 50Q: 3 clusters Score -7053628 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7053657.500000 Penalty: 3575.573975
	Iteration 51Q: 3 clusters Score -7053658 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7053686.000000 Penalty: 3575.573975
	Iteration 52Q: 3 clusters Score -7053686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7053690.000000 Penalty: 3575.573975
	Iteration 53Q: 3 clusters Score -7053690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7053712.000000 Penalty: 3575.573975
	Iteration 54Q: 3 clusters Score -7053712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7053734.500000 Penalty: 3575.573975
	Iteration 55Q: 3 clusters Score -7053734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7053747.000000 Penalty: 3575.573975
	Iteration 56Q: 3 clusters Score -7053747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -7053752.500000 Penalty: 3575.573975
	Iteration 57Q: 3 clusters Score -7053752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7053755.000000 Penalty: 3575.573975
	Iteration 58Q: 3 clusters Score -7053755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -7053767.500000 Penalty: 3575.573975
	Iteration 59Q: 3 clusters Score -7053768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7053767.000000 Penalty: 3575.573975
	Iteration 60F: 3 clusters Score -7053767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7053780.500000 Penalty: 3575.573975
	Iteration 61Q: 3 clusters Score -7053780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7053779.500000 Penalty: 3575.573975
	Iteration 62Q: 3 clusters Score -7053780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7053783.500000 Penalty: 3575.573975
	Iteration 63Q: 3 clusters Score -7053784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -7053780.500000 Penalty: 3575.573975
	Iteration 64Q: 3 clusters Score -7053780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7053783.500000 Penalty: 3575.573975
	Iteration 65Q: 3 clusters Score -7053784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7053787.500000 Penalty: 3575.573975
	Iteration 66Q: 3 clusters Score -7053788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7053796.500000 Penalty: 3575.573975
	Iteration 67Q: 3 clusters Score -7053796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7053813.000000 Penalty: 3575.573975
	Iteration 68Q: 3 clusters Score -7053813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7053808.000000 Penalty: 3575.573975
	Iteration 69Q: 3 clusters Score -7053808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7053803.000000 Penalty: 3575.573975
	Iteration 70Q: 3 clusters Score -7053803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7053806.500000 Penalty: 3575.573975
	Iteration 71Q: 3 clusters Score -7053806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7053806.500000 Penalty: 3575.573975
	Iteration 72Q: 3 clusters Score -7053806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7053819.500000 Penalty: 3575.573975
	Iteration 73Q: 3 clusters Score -7053820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7053813.000000 Penalty: 3575.573975
	Iteration 74Q: 3 clusters Score -7053813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -7053827.500000 Penalty: 3575.573975
	Iteration 75Q: 3 clusters Score -7053828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7053818.000000 Penalty: 3575.573975
	Iteration 76Q: 3 clusters Score -7053818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7053815.500000 Penalty: 3575.573975
	Iteration 77Q: 3 clusters Score -7053816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -7053814.000000 Penalty: 3575.573975
	Iteration 78Q: 3 clusters Score -7053814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -7053809.000000 Penalty: 3575.573975
	Iteration 79Q: 3 clusters Score -7053809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7053809.000000 Penalty: 3575.573975
	Iteration 80F: 3 clusters Score -7053809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7053806.000000 Penalty: 3575.573975
	Iteration 81Q: 3 clusters Score -7053806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -7053804.500000 Penalty: 3575.573975
	Iteration 82Q: 3 clusters Score -7053804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7053809.000000 Penalty: 3575.573975
	Iteration 83Q: 3 clusters Score -7053809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7053808.000000 Penalty: 3575.573975
	Iteration 84Q: 3 clusters Score -7053808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7053811.500000 Penalty: 3575.573975
	Iteration 85Q: 3 clusters Score -7053812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7053813.000000 Penalty: 3575.573975
	Iteration 86Q: 3 clusters Score -7053813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7053810.000000 Penalty: 3575.573975
	Iteration 87Q: 3 clusters Score -7053810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7053810.000000 Penalty: 3575.573975
	Iteration 88Q: 3 clusters Score -7053810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7053814.500000 Penalty: 3575.573975
	Iteration 89Q: 3 clusters Score -7053814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7053814.500000 Penalty: 3575.573975
	Iteration 90F: 3 clusters Score -7053814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (22301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Entering Unmasked Estep 
Score: -2818950.500000 Penalty: 1627.012817
	Iteration 0F: 2 clusters Score -2818950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2803825.000000 Penalty: 3254.025635
	Iteration 0F: 3 clusters Score -2803825 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2809412.000000 Penalty: 3254.025635
	Iteration 1F: 3 clusters Score -2809412 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2809748.000000 Penalty: 3254.025635
	Iteration 2Q: 3 clusters Score -2809748 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2810077.750000 Penalty: 3254.025635
	Iteration 3Q: 3 clusters Score -2810078 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2810382.500000 Penalty: 3254.025635
	Iteration 4Q: 3 clusters Score -2810382 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2810698.500000 Penalty: 3254.025635
	Iteration 5Q: 3 clusters Score -2810698 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2811063.250000 Penalty: 3254.025635
	Iteration 6Q: 3 clusters Score -2811063 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2811521.500000 Penalty: 3254.025635
	Iteration 7Q: 3 clusters Score -2811522 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2812071.500000 Penalty: 3254.025635
	Iteration 8Q: 3 clusters Score -2812072 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2812706.500000 Penalty: 3254.025635
	Iteration 9Q: 3 clusters Score -2812706 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2813468.750000 Penalty: 3254.025635
	Iteration 10F: 3 clusters Score -2813469 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2814213.500000 Penalty: 3254.025635
	Iteration 11Q: 3 clusters Score -2814214 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2814743.750000 Penalty: 3254.025635
	Iteration 12Q: 3 clusters Score -2814744 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2815047.000000 Penalty: 3254.025635
	Iteration 13Q: 3 clusters Score -2815047 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2815213.750000 Penalty: 3254.025635
	Iteration 14Q: 3 clusters Score -2815214 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2815324.500000 Penalty: 3254.025635
	Iteration 15Q: 3 clusters Score -2815324 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2815388.500000 Penalty: 3254.025635
	Iteration 16Q: 3 clusters Score -2815388 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2815440.750000 Penalty: 3254.025635
	Iteration 17Q: 3 clusters Score -2815441 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2815479.250000 Penalty: 3254.025635
	Iteration 18Q: 3 clusters Score -2815479 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2815526.500000 Penalty: 3254.025635
	Iteration 19Q: 3 clusters Score -2815526 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2815571.000000 Penalty: 3254.025635
	Iteration 20F: 3 clusters Score -2815571 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2815623.000000 Penalty: 3254.025635
	Iteration 21Q: 3 clusters Score -2815623 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2815691.250000 Penalty: 3254.025635
	Iteration 22Q: 3 clusters Score -2815691 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2815763.250000 Penalty: 3254.025635
	Iteration 23Q: 3 clusters Score -2815763 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2815827.250000 Penalty: 3254.025635
	Iteration 24Q: 3 clusters Score -2815827 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2815907.000000 Penalty: 3254.025635
	Iteration 25Q: 3 clusters Score -2815907 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2815992.000000 Penalty: 3254.025635
	Iteration 26Q: 3 clusters Score -2815992 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2816077.750000 Penalty: 3254.025635
	Iteration 27Q: 3 clusters Score -2816078 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2816168.250000 Penalty: 3254.025635
	Iteration 28Q: 3 clusters Score -2816168 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2816260.750000 Penalty: 3254.025635
	Iteration 29Q: 3 clusters Score -2816261 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2816357.500000 Penalty: 3254.025635
	Iteration 30Q: 3 clusters Score -2816358 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2816446.500000 Penalty: 3254.025635
	Iteration 31Q: 3 clusters Score -2816446 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2816518.250000 Penalty: 3254.025635
	Iteration 32Q: 3 clusters Score -2816518 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2816600.000000 Penalty: 3254.025635
	Iteration 33Q: 3 clusters Score -2816600 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2816662.500000 Penalty: 3254.025635
	Iteration 34Q: 3 clusters Score -2816662 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2816725.250000 Penalty: 3254.025635
	Iteration 35Q: 3 clusters Score -2816725 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2816781.750000 Penalty: 3254.025635
	Iteration 36Q: 3 clusters Score -2816782 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2816842.000000 Penalty: 3254.025635
	Iteration 37Q: 3 clusters Score -2816842 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2816891.750000 Penalty: 3254.025635
	Iteration 38Q: 3 clusters Score -2816892 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2816949.500000 Penalty: 3254.025635
	Iteration 39Q: 3 clusters Score -2816950 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2817000.000000 Penalty: 3254.025635
	Iteration 40F: 3 clusters Score -2817000 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2817071.500000 Penalty: 3254.025635
	Iteration 41Q: 3 clusters Score -2817072 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2817131.000000 Penalty: 3254.025635
	Iteration 42Q: 3 clusters Score -2817131 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2817174.000000 Penalty: 3254.025635
	Iteration 43Q: 3 clusters Score -2817174 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2817228.250000 Penalty: 3254.025635
	Iteration 44Q: 3 clusters Score -2817228 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2817289.250000 Penalty: 3254.025635
	Iteration 45Q: 3 clusters Score -2817289 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2817321.250000 Penalty: 3254.025635
	Iteration 46Q: 3 clusters Score -2817321 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2817350.000000 Penalty: 3254.025635
	Iteration 47Q: 3 clusters Score -2817350 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2817383.000000 Penalty: 3254.025635
	Iteration 48Q: 3 clusters Score -2817383 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2817415.500000 Penalty: 3254.025635
	Iteration 49Q: 3 clusters Score -2817416 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2817440.250000 Penalty: 3254.025635
	Iteration 50Q: 3 clusters Score -2817440 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2817464.750000 Penalty: 3254.025635
	Iteration 51Q: 3 clusters Score -2817465 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2817487.500000 Penalty: 3254.025635
	Iteration 52Q: 3 clusters Score -2817488 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2817514.750000 Penalty: 3254.025635
	Iteration 53Q: 3 clusters Score -2817515 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2817539.750000 Penalty: 3254.025635
	Iteration 54Q: 3 clusters Score -2817540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2817564.250000 Penalty: 3254.025635
	Iteration 55Q: 3 clusters Score -2817564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2817577.250000 Penalty: 3254.025635
	Iteration 56Q: 3 clusters Score -2817577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2817590.500000 Penalty: 3254.025635
	Iteration 57Q: 3 clusters Score -2817590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2817597.750000 Penalty: 3254.025635
	Iteration 58Q: 3 clusters Score -2817598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2817604.750000 Penalty: 3254.025635
	Iteration 59Q: 3 clusters Score -2817605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2817607.500000 Penalty: 3254.025635
	Iteration 60F: 3 clusters Score -2817608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2817612.250000 Penalty: 3254.025635
	Iteration 61Q: 3 clusters Score -2817612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2817625.500000 Penalty: 3254.025635
	Iteration 62Q: 3 clusters Score -2817626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2817628.000000 Penalty: 3254.025635
	Iteration 63Q: 3 clusters Score -2817628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2817626.750000 Penalty: 3254.025635
	Iteration 64Q: 3 clusters Score -2817627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2817636.500000 Penalty: 3254.025635
	Iteration 65Q: 3 clusters Score -2817636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2817650.000000 Penalty: 3254.025635
	Iteration 66Q: 3 clusters Score -2817650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2817662.500000 Penalty: 3254.025635
	Iteration 67Q: 3 clusters Score -2817662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2817660.500000 Penalty: 3254.025635
	Iteration 68Q: 3 clusters Score -2817660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2817671.000000 Penalty: 3254.025635
	Iteration 69Q: 3 clusters Score -2817671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2817670.000000 Penalty: 3254.025635
	Iteration 70Q: 3 clusters Score -2817670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2817678.250000 Penalty: 3254.025635
	Iteration 71Q: 3 clusters Score -2817678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2817688.500000 Penalty: 3254.025635
	Iteration 72Q: 3 clusters Score -2817688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2817686.000000 Penalty: 3254.025635
	Iteration 73Q: 3 clusters Score -2817686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2817693.000000 Penalty: 3254.025635
	Iteration 74Q: 3 clusters Score -2817693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2817693.500000 Penalty: 3254.025635
	Iteration 75Q: 3 clusters Score -2817694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2817697.500000 Penalty: 3254.025635
	Iteration 76Q: 3 clusters Score -2817698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2817700.500000 Penalty: 3254.025635
	Iteration 77Q: 3 clusters Score -2817700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2817702.000000 Penalty: 3254.025635
	Iteration 78Q: 3 clusters Score -2817702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2817704.750000 Penalty: 3254.025635
	Iteration 79Q: 3 clusters Score -2817705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2817704.500000 Penalty: 3254.025635
	Iteration 80F: 3 clusters Score -2817704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2817707.750000 Penalty: 3254.025635
	Iteration 81Q: 3 clusters Score -2817708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2817711.000000 Penalty: 3254.025635
	Iteration 82Q: 3 clusters Score -2817711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2817715.000000 Penalty: 3254.025635
	Iteration 83Q: 3 clusters Score -2817715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2817718.500000 Penalty: 3254.025635
	Iteration 84Q: 3 clusters Score -2817718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2817722.250000 Penalty: 3254.025635
	Iteration 85Q: 3 clusters Score -2817722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2817724.000000 Penalty: 3254.025635
	Iteration 86Q: 3 clusters Score -2817724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2817724.500000 Penalty: 3254.025635
	Iteration 87Q: 3 clusters Score -2817724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2817723.500000 Penalty: 3254.025635
	Iteration 88Q: 3 clusters Score -2817724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2817723.250000 Penalty: 3254.025635
	Iteration 89Q: 3 clusters Score -2817723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2817728.250000 Penalty: 3254.025635
	Iteration 90Q: 3 clusters Score -2817728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2817729.000000 Penalty: 3254.025635
	Iteration 91Q: 3 clusters Score -2817729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2817732.000000 Penalty: 3254.025635
	Iteration 92Q: 3 clusters Score -2817732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2817734.750000 Penalty: 3254.025635
	Iteration 93Q: 3 clusters Score -2817735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2817738.500000 Penalty: 3254.025635
	Iteration 94Q: 3 clusters Score -2817738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2817740.000000 Penalty: 3254.025635
	Iteration 95Q: 3 clusters Score -2817740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2817744.250000 Penalty: 3254.025635
	Iteration 96Q: 3 clusters Score -2817744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2817744.500000 Penalty: 3254.025635
	Iteration 97Q: 3 clusters Score -2817744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2817746.750000 Penalty: 3254.025635
	Iteration 98Q: 3 clusters Score -2817747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2817748.750000 Penalty: 3254.025635
	Iteration 99Q: 3 clusters Score -2817749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2817746.750000 Penalty: 3254.025635
	Iteration 100F: 3 clusters Score -2817747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2817744.750000 Penalty: 3254.025635
	Iteration 101Q: 3 clusters Score -2817745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2817747.250000 Penalty: 3254.025635
	Iteration 102Q: 3 clusters Score -2817747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2817747.250000 Penalty: 3254.025635
	Iteration 103Q: 3 clusters Score -2817747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2817747.000000 Penalty: 3254.025635
	Iteration 104Q: 3 clusters Score -2817747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2817747.250000 Penalty: 3254.025635
	Iteration 105Q: 3 clusters Score -2817747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2817747.250000 Penalty: 3254.025635
	Iteration 106F: 3 clusters Score -2817747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Entering Unmasked Estep 
Score: -1907114.750000 Penalty: 1561.884521
	Iteration 0F: 2 clusters Score -1907115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1896791.250000 Penalty: 3123.769043
	Iteration 0F: 3 clusters Score -1896791 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1900307.750000 Penalty: 3123.769043
	Iteration 1F: 3 clusters Score -1900308 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1900577.750000 Penalty: 3123.769043
	Iteration 2F: 3 clusters Score -1900578 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1900807.625000 Penalty: 3123.769043
	Iteration 3Q: 3 clusters Score -1900808 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1901070.125000 Penalty: 3123.769043
	Iteration 4Q: 3 clusters Score -1901070 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1901372.375000 Penalty: 3123.769043
	Iteration 5Q: 3 clusters Score -1901372 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1901771.875000 Penalty: 3123.769043
	Iteration 6Q: 3 clusters Score -1901772 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1902309.875000 Penalty: 3123.769043
	Iteration 7F: 3 clusters Score -1902310 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1902894.875000 Penalty: 3123.769043
	Iteration 8F: 3 clusters Score -1902895 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1903478.250000 Penalty: 3123.769043
	Iteration 9F: 3 clusters Score -1903478 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1904081.625000 Penalty: 3123.769043
	Iteration 10F: 3 clusters Score -1904082 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1904632.000000 Penalty: 3123.769043
	Iteration 11Q: 3 clusters Score -1904632 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1905042.000000 Penalty: 3123.769043
	Iteration 12Q: 3 clusters Score -1905042 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1905316.625000 Penalty: 3123.769043
	Iteration 13Q: 3 clusters Score -1905317 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1905481.500000 Penalty: 3123.769043
	Iteration 14Q: 3 clusters Score -1905482 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1905575.375000 Penalty: 3123.769043
	Iteration 15Q: 3 clusters Score -1905575 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1905645.500000 Penalty: 3123.769043
	Iteration 16Q: 3 clusters Score -1905646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1905687.125000 Penalty: 3123.769043
	Iteration 17Q: 3 clusters Score -1905687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1905705.875000 Penalty: 3123.769043
	Iteration 18Q: 3 clusters Score -1905706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1905722.500000 Penalty: 3123.769043
	Iteration 19Q: 3 clusters Score -1905722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1905732.625000 Penalty: 3123.769043
	Iteration 20F: 3 clusters Score -1905733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1905735.375000 Penalty: 3123.769043
	Iteration 21Q: 3 clusters Score -1905735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1905741.625000 Penalty: 3123.769043
	Iteration 22Q: 3 clusters Score -1905742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1905747.375000 Penalty: 3123.769043
	Iteration 23Q: 3 clusters Score -1905747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1905744.750000 Penalty: 3123.769043
	Iteration 24Q: 3 clusters Score -1905745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1905744.750000 Penalty: 3123.769043
	Iteration 25F: 3 clusters Score -1905745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -50636.136719 Penalty: 1008.568604
	Iteration 0F: 2 clusters Score -50636.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49685.414062 Penalty: 2017.137207
	Iteration 0F: 3 clusters Score -49685.41 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50116.722656 Penalty: 2017.137207
	Iteration 1F: 3 clusters Score -50116.72 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -50340.906250 Penalty: 2017.137207
	Iteration 2F: 3 clusters Score -50340.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -50418.976562 Penalty: 2017.137207
	Iteration 3F: 3 clusters Score -50418.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -50441.171875 Penalty: 2017.137207
	Iteration 4Q: 3 clusters Score -50441.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -50442.218750 Penalty: 2017.137207
	Iteration 5Q: 3 clusters Score -50442.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -50442.218750 Penalty: 2017.137207
	Iteration 6F: 3 clusters Score -50442.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Entering Unmasked Estep 
Score: -2577435.500000 Penalty: 1613.456177
	Iteration 0F: 2 clusters Score -2577436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2563561.750000 Penalty: 3226.912354
	Iteration 0F: 3 clusters Score -2563562 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2568759.000000 Penalty: 3226.912354
	Iteration 1F: 3 clusters Score -2568759 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2569356.000000 Penalty: 3226.912354
	Iteration 2F: 3 clusters Score -2569356 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2570079.750000 Penalty: 3226.912354
	Iteration 3F: 3 clusters Score -2570080 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2570976.000000 Penalty: 3226.912354
	Iteration 4F: 3 clusters Score -2570976 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2572092.750000 Penalty: 3226.912354
	Iteration 5F: 3 clusters Score -2572093 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2573233.500000 Penalty: 3226.912354
	Iteration 6F: 3 clusters Score -2573234 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2574181.500000 Penalty: 3226.912354
	Iteration 7F: 3 clusters Score -2574182 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2574867.500000 Penalty: 3226.912354
	Iteration 8Q: 3 clusters Score -2574868 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2575377.250000 Penalty: 3226.912354
	Iteration 9Q: 3 clusters Score -2575377 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2575656.000000 Penalty: 3226.912354
	Iteration 10Q: 3 clusters Score -2575656 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2575821.250000 Penalty: 3226.912354
	Iteration 11Q: 3 clusters Score -2575821 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2575953.000000 Penalty: 3226.912354
	Iteration 12Q: 3 clusters Score -2575953 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2576047.500000 Penalty: 3226.912354
	Iteration 13Q: 3 clusters Score -2576048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2576113.000000 Penalty: 3226.912354
	Iteration 14Q: 3 clusters Score -2576113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2576159.000000 Penalty: 3226.912354
	Iteration 15Q: 3 clusters Score -2576159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2576181.750000 Penalty: 3226.912354
	Iteration 16Q: 3 clusters Score -2576182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2576204.500000 Penalty: 3226.912354
	Iteration 17Q: 3 clusters Score -2576204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2576208.250000 Penalty: 3226.912354
	Iteration 18Q: 3 clusters Score -2576208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2576212.250000 Penalty: 3226.912354
	Iteration 19Q: 3 clusters Score -2576212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2576218.750000 Penalty: 3226.912354
	Iteration 20F: 3 clusters Score -2576219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2576219.000000 Penalty: 3226.912354
	Iteration 21Q: 3 clusters Score -2576219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2576220.250000 Penalty: 3226.912354
	Iteration 22Q: 3 clusters Score -2576220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2576221.000000 Penalty: 3226.912354
	Iteration 23Q: 3 clusters Score -2576221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2576229.500000 Penalty: 3226.912354
	Iteration 24Q: 3 clusters Score -2576230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2576228.750000 Penalty: 3226.912354
	Iteration 25Q: 3 clusters Score -2576229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2576228.750000 Penalty: 3226.912354
	Iteration 26F: 3 clusters Score -2576229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Entering Unmasked Estep 
Score: -511722.625000 Penalty: 1366.017456
	Iteration 0F: 2 clusters Score -511722.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -508061.500000 Penalty: 2732.034912
	Iteration 0F: 3 clusters Score -508061.5 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -509153.875000 Penalty: 2732.034912
	Iteration 1F: 3 clusters Score -509153.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -509415.687500 Penalty: 2732.034912
	Iteration 2F: 3 clusters Score -509415.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -509677.000000 Penalty: 2732.034912
	Iteration 3F: 3 clusters Score -509677 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -509942.281250 Penalty: 2732.034912
	Iteration 4F: 3 clusters Score -509942.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -510185.968750 Penalty: 2732.034912
	Iteration 5F: 3 clusters Score -510186 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -510395.781250 Penalty: 2732.034912
	Iteration 6F: 3 clusters Score -510395.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -510531.656250 Penalty: 2732.034912
	Iteration 7Q: 3 clusters Score -510531.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -510604.156250 Penalty: 2732.034912
	Iteration 8Q: 3 clusters Score -510604.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -510664.375000 Penalty: 2732.034912
	Iteration 9Q: 3 clusters Score -510664.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -510715.468750 Penalty: 2732.034912
	Iteration 10Q: 3 clusters Score -510715.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -510768.062500 Penalty: 2732.034912
	Iteration 11Q: 3 clusters Score -510768.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -510801.562500 Penalty: 2732.034912
	Iteration 12Q: 3 clusters Score -510801.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -510824.656250 Penalty: 2732.034912
	Iteration 13Q: 3 clusters Score -510824.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -510849.843750 Penalty: 2732.034912
	Iteration 14Q: 3 clusters Score -510849.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -510873.718750 Penalty: 2732.034912
	Iteration 15Q: 3 clusters Score -510873.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -510888.656250 Penalty: 2732.034912
	Iteration 16Q: 3 clusters Score -510888.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -510905.500000 Penalty: 2732.034912
	Iteration 17Q: 3 clusters Score -510905.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -510923.562500 Penalty: 2732.034912
	Iteration 18Q: 3 clusters Score -510923.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -510944.593750 Penalty: 2732.034912
	Iteration 19Q: 3 clusters Score -510944.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -510976.437500 Penalty: 2732.034912
	Iteration 20F: 3 clusters Score -510976.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -511008.687500 Penalty: 2732.034912
	Iteration 21Q: 3 clusters Score -511008.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -511041.750000 Penalty: 2732.034912
	Iteration 22Q: 3 clusters Score -511041.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -511074.312500 Penalty: 2732.034912
	Iteration 23Q: 3 clusters Score -511074.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -511102.156250 Penalty: 2732.034912
	Iteration 24Q: 3 clusters Score -511102.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -511122.531250 Penalty: 2732.034912
	Iteration 25Q: 3 clusters Score -511122.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -511130.156250 Penalty: 2732.034912
	Iteration 26Q: 3 clusters Score -511130.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -511138.312500 Penalty: 2732.034912
	Iteration 27Q: 3 clusters Score -511138.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -511141.593750 Penalty: 2732.034912
	Iteration 28Q: 3 clusters Score -511141.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -511144.531250 Penalty: 2732.034912
	Iteration 29Q: 3 clusters Score -511144.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -511149.281250 Penalty: 2732.034912
	Iteration 30Q: 3 clusters Score -511149.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -511152.906250 Penalty: 2732.034912
	Iteration 31Q: 3 clusters Score -511152.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -511157.906250 Penalty: 2732.034912
	Iteration 32Q: 3 clusters Score -511157.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -511162.718750 Penalty: 2732.034912
	Iteration 33Q: 3 clusters Score -511162.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -511165.125000 Penalty: 2732.034912
	Iteration 34Q: 3 clusters Score -511165.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -511166.312500 Penalty: 2732.034912
	Iteration 35Q: 3 clusters Score -511166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -511168.625000 Penalty: 2732.034912
	Iteration 36Q: 3 clusters Score -511168.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -511171.031250 Penalty: 2732.034912
	Iteration 37Q: 3 clusters Score -511171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -511171.875000 Penalty: 2732.034912
	Iteration 38Q: 3 clusters Score -511171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -511173.406250 Penalty: 2732.034912
	Iteration 39Q: 3 clusters Score -511173.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -511173.375000 Penalty: 2732.034912
	Iteration 40F: 3 clusters Score -511173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -511174.187500 Penalty: 2732.034912
	Iteration 41Q: 3 clusters Score -511174.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -511174.187500 Penalty: 2732.034912
	Iteration 42F: 3 clusters Score -511174.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 98231 members 
Mstep: Class 3 contains 27545 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 10861 members 
Mstep: Class 6 contains 129943 members 
Mstep: Class 7 contains 3180 members 
Mstep: Class 8 contains 3513 members 
Mstep: Class 9 contains 135776 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 238 members 
Mstep: Class 12 contains 16087 members 
Mstep: Class 13 contains 37897 members 
Mstep: Class 14 contains 7672 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 26629 members 
Mstep: Class 17 contains 34240 members 
Mstep: Class 18 contains 3920 members 
Mstep: Class 19 contains 14853 members 
Mstep: Class 20 contains 21817 members 
Mstep: Class 21 contains 16903 members 
Mstep: Class 22 contains 3540 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 3386 members 
Mstep: Class 25 contains 59980 members 
Mstep: Class 26 contains 22301 members 
Mstep: Class 27 contains 14937 members 
Mstep: Class 28 contains 496 members 
Mstep: Class 29 contains 20516 members 
Mstep: Class 30 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108912856.000000 Penalty: 71204.648438
Iteration 79Q: 33 clusters Score -1.089129e+08 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 98087 members 
Mstep: Class 3 contains 27532 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 10837 members 
Mstep: Class 6 contains 129884 members 
Mstep: Class 7 contains 3220 members 
Mstep: Class 8 contains 3558 members 
Mstep: Class 9 contains 135962 members 
Mstep: Class 10 contains 3624 members 
Mstep: Class 11 contains 259 members 
Mstep: Class 12 contains 16097 members 
Mstep: Class 13 contains 37910 members 
Mstep: Class 14 contains 7671 members 
Mstep: Class 15 contains 5719 members 
Mstep: Class 16 contains 26797 members 
Mstep: Class 17 contains 34230 members 
Mstep: Class 18 contains 3901 members 
Mstep: Class 19 contains 14642 members 
Mstep: Class 20 contains 21910 members 
Mstep: Class 21 contains 16915 members 
Mstep: Class 22 contains 3541 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 60167 members 
Mstep: Class 26 contains 22326 members 
Mstep: Class 27 contains 14921 members 
Mstep: Class 28 contains 494 members 
Mstep: Class 29 contains 20550 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 147626 members 
Mstep: Class 32 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916760.000000 Penalty: 71204.648438
Iteration 80F: 33 clusters Score -1.089168e+08 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 97844 members 
Mstep: Class 3 contains 27495 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 10762 members 
Mstep: Class 6 contains 129564 members 
Mstep: Class 7 contains 3264 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 135831 members 
Mstep: Class 10 contains 3820 members 
Mstep: Class 11 contains 271 members 
Mstep: Class 12 contains 16055 members 
Mstep: Class 13 contains 37880 members 
Mstep: Class 14 contains 7667 members 
Mstep: Class 15 contains 5716 members 
Mstep: Class 16 contains 26975 members 
Mstep: Class 17 contains 34033 members 
Mstep: Class 18 contains 3908 members 
Mstep: Class 19 contains 14362 members 
Mstep: Class 20 contains 22028 members 
Mstep: Class 21 contains 16927 members 
Mstep: Class 22 contains 3540 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3443 members 
Mstep: Class 25 contains 60034 members 
Mstep: Class 26 contains 22284 members 
Mstep: Class 27 contains 14827 members 
Mstep: Class 28 contains 496 members 
Mstep: Class 29 contains 20587 members 
Mstep: Class 30 contains 4482 members 
Mstep: Class 31 contains 148578 members 
Mstep: Class 32 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108918000.000000 Penalty: 71204.648438
Iteration 81Q: 33 clusters Score -1.08918e+08 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 97602 members 
Mstep: Class 3 contains 27481 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 10710 members 
Mstep: Class 6 contains 129362 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 135786 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 287 members 
Mstep: Class 12 contains 16020 members 
Mstep: Class 13 contains 37865 members 
Mstep: Class 14 contains 7662 members 
Mstep: Class 15 contains 5716 members 
Mstep: Class 16 contains 27135 members 
Mstep: Class 17 contains 33894 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 14061 members 
Mstep: Class 20 contains 22151 members 
Mstep: Class 21 contains 16944 members 
Mstep: Class 22 contains 3541 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3468 members 
Mstep: Class 25 contains 59985 members 
Mstep: Class 26 contains 22254 members 
Mstep: Class 27 contains 14805 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 20631 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 149071 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108918016.000000 Penalty: 71204.648438
Iteration 82Q: 33 clusters Score -1.08918e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 97402 members 
Mstep: Class 3 contains 27452 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 129265 members 
Mstep: Class 7 contains 3373 members 
Mstep: Class 8 contains 3717 members 
Mstep: Class 9 contains 135712 members 
Mstep: Class 10 contains 4179 members 
Mstep: Class 11 contains 286 members 
Mstep: Class 12 contains 15990 members 
Mstep: Class 13 contains 37849 members 
Mstep: Class 14 contains 7662 members 
Mstep: Class 15 contains 5717 members 
Mstep: Class 16 contains 27288 members 
Mstep: Class 17 contains 33782 members 
Mstep: Class 18 contains 3913 members 
Mstep: Class 19 contains 13791 members 
Mstep: Class 20 contains 22260 members 
Mstep: Class 21 contains 16967 members 
Mstep: Class 22 contains 3540 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3494 members 
Mstep: Class 25 contains 59931 members 
Mstep: Class 26 contains 22246 members 
Mstep: Class 27 contains 14801 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 20670 members 
Mstep: Class 30 contains 4473 members 
Mstep: Class 31 contains 149347 members 
Mstep: Class 32 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108918240.000000 Penalty: 71204.648438
Iteration 83Q: 33 clusters Score -1.089182e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 97185 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 10659 members 
Mstep: Class 6 contains 129179 members 
Mstep: Class 7 contains 3433 members 
Mstep: Class 8 contains 3769 members 
Mstep: Class 9 contains 135633 members 
Mstep: Class 10 contains 4330 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 15971 members 
Mstep: Class 13 contains 37837 members 
Mstep: Class 14 contains 7661 members 
Mstep: Class 15 contains 5717 members 
Mstep: Class 16 contains 27464 members 
Mstep: Class 17 contains 33695 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 13526 members 
Mstep: Class 20 contains 22394 members 
Mstep: Class 21 contains 16983 members 
Mstep: Class 22 contains 3541 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3508 members 
Mstep: Class 25 contains 59923 members 
Mstep: Class 26 contains 22259 members 
Mstep: Class 27 contains 14792 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 20713 members 
Mstep: Class 30 contains 4467 members 
Mstep: Class 31 contains 149529 members 
Mstep: Class 32 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108918400.000000 Penalty: 71204.648438
Iteration 84Q: 33 clusters Score -1.089184e+08 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 96971 members 
Mstep: Class 3 contains 27425 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 10628 members 
Mstep: Class 6 contains 129110 members 
Mstep: Class 7 contains 3504 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 135512 members 
Mstep: Class 10 contains 4456 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15954 members 
Mstep: Class 13 contains 37830 members 
Mstep: Class 14 contains 7662 members 
Mstep: Class 15 contains 5717 members 
Mstep: Class 16 contains 27660 members 
Mstep: Class 17 contains 33609 members 
Mstep: Class 18 contains 3898 members 
Mstep: Class 19 contains 13245 members 
Mstep: Class 20 contains 22521 members 
Mstep: Class 21 contains 16997 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3529 members 
Mstep: Class 25 contains 59937 members 
Mstep: Class 26 contains 22285 members 
Mstep: Class 27 contains 14812 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 20757 members 
Mstep: Class 30 contains 4467 members 
Mstep: Class 31 contains 149658 members 
Mstep: Class 32 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108918920.000000 Penalty: 71204.648438
Iteration 85Q: 33 clusters Score -1.089189e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 96758 members 
Mstep: Class 3 contains 27421 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 10612 members 
Mstep: Class 6 contains 129045 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 135392 members 
Mstep: Class 10 contains 4545 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15952 members 
Mstep: Class 13 contains 37810 members 
Mstep: Class 14 contains 7662 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 27863 members 
Mstep: Class 17 contains 33540 members 
Mstep: Class 18 contains 3885 members 
Mstep: Class 19 contains 13000 members 
Mstep: Class 20 contains 22667 members 
Mstep: Class 21 contains 17004 members 
Mstep: Class 22 contains 3541 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3540 members 
Mstep: Class 25 contains 59967 members 
Mstep: Class 26 contains 22314 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 20807 members 
Mstep: Class 30 contains 4466 members 
Mstep: Class 31 contains 149723 members 
Mstep: Class 32 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108919248.000000 Penalty: 71204.648438
Iteration 86Q: 33 clusters Score -1.089192e+08 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 96508 members 
Mstep: Class 3 contains 27421 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 10608 members 
Mstep: Class 6 contains 129024 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 3941 members 
Mstep: Class 9 contains 135265 members 
Mstep: Class 10 contains 4624 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 15947 members 
Mstep: Class 13 contains 37744 members 
Mstep: Class 14 contains 7664 members 
Mstep: Class 15 contains 5709 members 
Mstep: Class 16 contains 28061 members 
Mstep: Class 17 contains 33480 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 12771 members 
Mstep: Class 20 contains 22835 members 
Mstep: Class 21 contains 17009 members 
Mstep: Class 22 contains 3540 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3555 members 
Mstep: Class 25 contains 60000 members 
Mstep: Class 26 contains 22356 members 
Mstep: Class 27 contains 14866 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 20867 members 
Mstep: Class 30 contains 4460 members 
Mstep: Class 31 contains 149743 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108919352.000000 Penalty: 71204.648438
Iteration 87Q: 33 clusters Score -1.089194e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 96242 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 10600 members 
Mstep: Class 6 contains 128983 members 
Mstep: Class 7 contains 3722 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 135151 members 
Mstep: Class 10 contains 4680 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15940 members 
Mstep: Class 13 contains 37682 members 
Mstep: Class 14 contains 7662 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 28223 members 
Mstep: Class 17 contains 33440 members 
Mstep: Class 18 contains 3863 members 
Mstep: Class 19 contains 12540 members 
Mstep: Class 20 contains 22992 members 
Mstep: Class 21 contains 17014 members 
Mstep: Class 22 contains 3541 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3567 members 
Mstep: Class 25 contains 60040 members 
Mstep: Class 26 contains 22406 members 
Mstep: Class 27 contains 14911 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 20950 members 
Mstep: Class 30 contains 4453 members 
Mstep: Class 31 contains 149779 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108919624.000000 Penalty: 71204.648438
Iteration 88Q: 33 clusters Score -1.089196e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 95982 members 
Mstep: Class 3 contains 27430 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 10600 members 
Mstep: Class 6 contains 128935 members 
Mstep: Class 7 contains 3790 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 135090 members 
Mstep: Class 10 contains 4734 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15929 members 
Mstep: Class 13 contains 37613 members 
Mstep: Class 14 contains 7658 members 
Mstep: Class 15 contains 5709 members 
Mstep: Class 16 contains 28374 members 
Mstep: Class 17 contains 33392 members 
Mstep: Class 18 contains 3856 members 
Mstep: Class 19 contains 12297 members 
Mstep: Class 20 contains 23149 members 
Mstep: Class 21 contains 17025 members 
Mstep: Class 22 contains 3541 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3574 members 
Mstep: Class 25 contains 60077 members 
Mstep: Class 26 contains 22482 members 
Mstep: Class 27 contains 14963 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 21045 members 
Mstep: Class 30 contains 4452 members 
Mstep: Class 31 contains 149791 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108919928.000000 Penalty: 71204.648438
Iteration 89Q: 33 clusters Score -1.089199e+08 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 95707 members 
Mstep: Class 3 contains 27420 members 
Mstep: Class 4 contains 1377 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 128893 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 134999 members 
Mstep: Class 10 contains 4777 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15900 members 
Mstep: Class 13 contains 37565 members 
Mstep: Class 14 contains 7655 members 
Mstep: Class 15 contains 5710 members 
Mstep: Class 16 contains 28514 members 
Mstep: Class 17 contains 33338 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 12090 members 
Mstep: Class 20 contains 23312 members 
Mstep: Class 21 contains 17026 members 
Mstep: Class 22 contains 3545 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3589 members 
Mstep: Class 25 contains 60160 members 
Mstep: Class 26 contains 22549 members 
Mstep: Class 27 contains 15017 members 
Mstep: Class 28 contains 502 members 
Mstep: Class 29 contains 21136 members 
Mstep: Class 30 contains 4443 members 
Mstep: Class 31 contains 149799 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920112.000000 Penalty: 71204.648438
Iteration 90Q: 33 clusters Score -1.089201e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 95410 members 
Mstep: Class 3 contains 27409 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10621 members 
Mstep: Class 6 contains 128834 members 
Mstep: Class 7 contains 3905 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 134941 members 
Mstep: Class 10 contains 4808 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15885 members 
Mstep: Class 13 contains 37516 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 15 contains 5706 members 
Mstep: Class 16 contains 28654 members 
Mstep: Class 17 contains 33292 members 
Mstep: Class 18 contains 3836 members 
Mstep: Class 19 contains 11891 members 
Mstep: Class 20 contains 23508 members 
Mstep: Class 21 contains 17046 members 
Mstep: Class 22 contains 3544 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3592 members 
Mstep: Class 25 contains 60247 members 
Mstep: Class 26 contains 22598 members 
Mstep: Class 27 contains 15069 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 21205 members 
Mstep: Class 30 contains 4442 members 
Mstep: Class 31 contains 149785 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920256.000000 Penalty: 71204.648438
Iteration 91Q: 33 clusters Score -1.089203e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 95133 members 
Mstep: Class 3 contains 27396 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10627 members 
Mstep: Class 6 contains 128804 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 8 contains 4164 members 
Mstep: Class 9 contains 134820 members 
Mstep: Class 10 contains 4834 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15866 members 
Mstep: Class 13 contains 37455 members 
Mstep: Class 14 contains 7652 members 
Mstep: Class 15 contains 5697 members 
Mstep: Class 16 contains 28782 members 
Mstep: Class 17 contains 33269 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 11695 members 
Mstep: Class 20 contains 23698 members 
Mstep: Class 21 contains 17062 members 
Mstep: Class 22 contains 3544 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3594 members 
Mstep: Class 25 contains 60341 members 
Mstep: Class 26 contains 22708 members 
Mstep: Class 27 contains 15124 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 21305 members 
Mstep: Class 30 contains 4434 members 
Mstep: Class 31 contains 149738 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920632.000000 Penalty: 71204.648438
Iteration 92Q: 33 clusters Score -1.089206e+08 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 94845 members 
Mstep: Class 3 contains 27383 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 10624 members 
Mstep: Class 6 contains 128785 members 
Mstep: Class 7 contains 4019 members 
Mstep: Class 8 contains 4207 members 
Mstep: Class 9 contains 134656 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15838 members 
Mstep: Class 13 contains 37397 members 
Mstep: Class 14 contains 7651 members 
Mstep: Class 15 contains 5686 members 
Mstep: Class 16 contains 28896 members 
Mstep: Class 17 contains 33243 members 
Mstep: Class 18 contains 3820 members 
Mstep: Class 19 contains 11536 members 
Mstep: Class 20 contains 23892 members 
Mstep: Class 21 contains 17072 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3595 members 
Mstep: Class 25 contains 60434 members 
Mstep: Class 26 contains 22840 members 
Mstep: Class 27 contains 15172 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 21400 members 
Mstep: Class 30 contains 4428 members 
Mstep: Class 31 contains 149719 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920792.000000 Penalty: 71204.648438
Iteration 93Q: 33 clusters Score -1.089208e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 94546 members 
Mstep: Class 3 contains 27370 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 10618 members 
Mstep: Class 6 contains 128753 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 134511 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15824 members 
Mstep: Class 13 contains 37377 members 
Mstep: Class 14 contains 7647 members 
Mstep: Class 15 contains 5668 members 
Mstep: Class 16 contains 29002 members 
Mstep: Class 17 contains 33213 members 
Mstep: Class 18 contains 3818 members 
Mstep: Class 19 contains 11368 members 
Mstep: Class 20 contains 24099 members 
Mstep: Class 21 contains 17075 members 
Mstep: Class 22 contains 3545 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3602 members 
Mstep: Class 25 contains 60510 members 
Mstep: Class 26 contains 22962 members 
Mstep: Class 27 contains 15204 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 21484 members 
Mstep: Class 30 contains 4419 members 
Mstep: Class 31 contains 149708 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108921016.000000 Penalty: 71204.648438
Iteration 94Q: 33 clusters Score -1.08921e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 94206 members 
Mstep: Class 3 contains 27364 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 10628 members 
Mstep: Class 6 contains 128729 members 
Mstep: Class 7 contains 4141 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 134374 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 15803 members 
Mstep: Class 13 contains 37364 members 
Mstep: Class 14 contains 7646 members 
Mstep: Class 15 contains 5665 members 
Mstep: Class 16 contains 29116 members 
Mstep: Class 17 contains 33185 members 
Mstep: Class 18 contains 3811 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 24317 members 
Mstep: Class 21 contains 17081 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3602 members 
Mstep: Class 25 contains 60582 members 
Mstep: Class 26 contains 23088 members 
Mstep: Class 27 contains 15231 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 21570 members 
Mstep: Class 30 contains 4411 members 
Mstep: Class 31 contains 149706 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108921344.000000 Penalty: 71204.648438
Iteration 95Q: 33 clusters Score -1.089213e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 93871 members 
Mstep: Class 3 contains 27358 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 10630 members 
Mstep: Class 6 contains 128710 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 134216 members 
Mstep: Class 10 contains 4897 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 15776 members 
Mstep: Class 13 contains 37347 members 
Mstep: Class 14 contains 7642 members 
Mstep: Class 15 contains 5657 members 
Mstep: Class 16 contains 29222 members 
Mstep: Class 17 contains 33161 members 
Mstep: Class 18 contains 3806 members 
Mstep: Class 19 contains 11023 members 
Mstep: Class 20 contains 24516 members 
Mstep: Class 21 contains 17088 members 
Mstep: Class 22 contains 3550 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3607 members 
Mstep: Class 25 contains 60681 members 
Mstep: Class 26 contains 23238 members 
Mstep: Class 27 contains 15261 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 21673 members 
Mstep: Class 30 contains 4407 members 
Mstep: Class 31 contains 149672 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108921640.000000 Penalty: 71204.648438
Iteration 96Q: 33 clusters Score -1.089216e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 93533 members 
Mstep: Class 3 contains 27361 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 10635 members 
Mstep: Class 6 contains 128682 members 
Mstep: Class 7 contains 4240 members 
Mstep: Class 8 contains 4369 members 
Mstep: Class 9 contains 134022 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 15748 members 
Mstep: Class 13 contains 37350 members 
Mstep: Class 14 contains 7638 members 
Mstep: Class 15 contains 5648 members 
Mstep: Class 16 contains 29324 members 
Mstep: Class 17 contains 33148 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 10870 members 
Mstep: Class 20 contains 24720 members 
Mstep: Class 21 contains 17100 members 
Mstep: Class 22 contains 3552 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3621 members 
Mstep: Class 25 contains 60751 members 
Mstep: Class 26 contains 23432 members 
Mstep: Class 27 contains 15302 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 21754 members 
Mstep: Class 30 contains 4396 members 
Mstep: Class 31 contains 149630 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108922104.000000 Penalty: 71204.648438
Iteration 97Q: 33 clusters Score -1.089221e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 93177 members 
Mstep: Class 3 contains 27359 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 128640 members 
Mstep: Class 7 contains 4270 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 133840 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 15728 members 
Mstep: Class 13 contains 37324 members 
Mstep: Class 14 contains 7638 members 
Mstep: Class 15 contains 5633 members 
Mstep: Class 16 contains 29430 members 
Mstep: Class 17 contains 33144 members 
Mstep: Class 18 contains 3791 members 
Mstep: Class 19 contains 10742 members 
Mstep: Class 20 contains 24937 members 
Mstep: Class 21 contains 17110 members 
Mstep: Class 22 contains 3554 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3634 members 
Mstep: Class 25 contains 60836 members 
Mstep: Class 26 contains 23614 members 
Mstep: Class 27 contains 15332 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 21838 members 
Mstep: Class 30 contains 4388 members 
Mstep: Class 31 contains 149605 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108922592.000000 Penalty: 71204.648438
Iteration 98Q: 33 clusters Score -1.089226e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 92833 members 
Mstep: Class 3 contains 27347 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 10648 members 
Mstep: Class 6 contains 128620 members 
Mstep: Class 7 contains 4284 members 
Mstep: Class 8 contains 4445 members 
Mstep: Class 9 contains 133645 members 
Mstep: Class 10 contains 4930 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 15727 members 
Mstep: Class 13 contains 37308 members 
Mstep: Class 14 contains 7639 members 
Mstep: Class 15 contains 5622 members 
Mstep: Class 16 contains 29530 members 
Mstep: Class 17 contains 33129 members 
Mstep: Class 18 contains 3794 members 
Mstep: Class 19 contains 10608 members 
Mstep: Class 20 contains 25160 members 
Mstep: Class 21 contains 17124 members 
Mstep: Class 22 contains 3556 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 60894 members 
Mstep: Class 26 contains 23807 members 
Mstep: Class 27 contains 15356 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 21912 members 
Mstep: Class 30 contains 4376 members 
Mstep: Class 31 contains 149604 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923104.000000 Penalty: 71204.648438
Iteration 99Q: 33 clusters Score -1.089231e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 92478 members 
Mstep: Class 3 contains 27346 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 10656 members 
Mstep: Class 6 contains 128593 members 
Mstep: Class 7 contains 4305 members 
Mstep: Class 8 contains 4487 members 
Mstep: Class 9 contains 133478 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 15713 members 
Mstep: Class 13 contains 37304 members 
Mstep: Class 14 contains 7636 members 
Mstep: Class 15 contains 5608 members 
Mstep: Class 16 contains 29625 members 
Mstep: Class 17 contains 33121 members 
Mstep: Class 18 contains 3805 members 
Mstep: Class 19 contains 10464 members 
Mstep: Class 20 contains 25394 members 
Mstep: Class 21 contains 17117 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3649 members 
Mstep: Class 25 contains 60939 members 
Mstep: Class 26 contains 23988 members 
Mstep: Class 27 contains 15383 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 21986 members 
Mstep: Class 30 contains 4369 members 
Mstep: Class 31 contains 149599 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923656.000000 Penalty: 71204.648438
Iteration 100F: 33 clusters Score -1.089237e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 92120 members 
Mstep: Class 3 contains 27353 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 10659 members 
Mstep: Class 6 contains 128539 members 
Mstep: Class 7 contains 4340 members 
Mstep: Class 8 contains 4524 members 
Mstep: Class 9 contains 133359 members 
Mstep: Class 10 contains 4953 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 15705 members 
Mstep: Class 13 contains 37318 members 
Mstep: Class 14 contains 7639 members 
Mstep: Class 15 contains 5595 members 
Mstep: Class 16 contains 29717 members 
Mstep: Class 17 contains 33112 members 
Mstep: Class 18 contains 3808 members 
Mstep: Class 19 contains 10333 members 
Mstep: Class 20 contains 25625 members 
Mstep: Class 21 contains 17099 members 
Mstep: Class 22 contains 3557 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3661 members 
Mstep: Class 25 contains 61003 members 
Mstep: Class 26 contains 24145 members 
Mstep: Class 27 contains 15409 members 
Mstep: Class 28 contains 496 members 
Mstep: Class 29 contains 22047 members 
Mstep: Class 30 contains 4355 members 
Mstep: Class 31 contains 149571 members 
Mstep: Class 32 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924528.000000 Penalty: 71204.648438
Iteration 101Q: 33 clusters Score -1.089245e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 91764 members 
Mstep: Class 3 contains 27346 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 10667 members 
Mstep: Class 6 contains 128464 members 
Mstep: Class 7 contains 4373 members 
Mstep: Class 8 contains 4568 members 
Mstep: Class 9 contains 133258 members 
Mstep: Class 10 contains 4961 members 
Mstep: Class 11 contains 300 members 
Mstep: Class 12 contains 15695 members 
Mstep: Class 13 contains 37315 members 
Mstep: Class 14 contains 7642 members 
Mstep: Class 15 contains 5585 members 
Mstep: Class 16 contains 29788 members 
Mstep: Class 17 contains 33118 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 10182 members 
Mstep: Class 20 contains 25876 members 
Mstep: Class 21 contains 17077 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3669 members 
Mstep: Class 25 contains 61073 members 
Mstep: Class 26 contains 24306 members 
Mstep: Class 27 contains 15427 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 22115 members 
Mstep: Class 30 contains 4350 members 
Mstep: Class 31 contains 149557 members 
Mstep: Class 32 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925120.000000 Penalty: 71204.648438
Iteration 102Q: 33 clusters Score -1.089251e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 91384 members 
Mstep: Class 3 contains 27342 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 10685 members 
Mstep: Class 6 contains 128419 members 
Mstep: Class 7 contains 4400 members 
Mstep: Class 8 contains 4616 members 
Mstep: Class 9 contains 133145 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15679 members 
Mstep: Class 13 contains 37333 members 
Mstep: Class 14 contains 7637 members 
Mstep: Class 15 contains 5579 members 
Mstep: Class 16 contains 29854 members 
Mstep: Class 17 contains 33112 members 
Mstep: Class 18 contains 3814 members 
Mstep: Class 19 contains 10040 members 
Mstep: Class 20 contains 26148 members 
Mstep: Class 21 contains 17048 members 
Mstep: Class 22 contains 3559 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3682 members 
Mstep: Class 25 contains 61128 members 
Mstep: Class 26 contains 24458 members 
Mstep: Class 27 contains 15456 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 22178 members 
Mstep: Class 30 contains 4339 members 
Mstep: Class 31 contains 149547 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925400.000000 Penalty: 71204.648438
Iteration 103Q: 33 clusters Score -1.089254e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 91027 members 
Mstep: Class 3 contains 27344 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10703 members 
Mstep: Class 6 contains 128363 members 
Mstep: Class 7 contains 4424 members 
Mstep: Class 8 contains 4666 members 
Mstep: Class 9 contains 133048 members 
Mstep: Class 10 contains 4968 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15662 members 
Mstep: Class 13 contains 37311 members 
Mstep: Class 14 contains 7637 members 
Mstep: Class 15 contains 5566 members 
Mstep: Class 16 contains 29899 members 
Mstep: Class 17 contains 33116 members 
Mstep: Class 18 contains 3812 members 
Mstep: Class 19 contains 9939 members 
Mstep: Class 20 contains 26422 members 
Mstep: Class 21 contains 17031 members 
Mstep: Class 22 contains 3560 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3690 members 
Mstep: Class 25 contains 61191 members 
Mstep: Class 26 contains 24585 members 
Mstep: Class 27 contains 15477 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 22246 members 
Mstep: Class 30 contains 4326 members 
Mstep: Class 31 contains 149531 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925472.000000 Penalty: 71204.648438
Iteration 104Q: 33 clusters Score -1.089255e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 90685 members 
Mstep: Class 3 contains 27344 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10711 members 
Mstep: Class 6 contains 128332 members 
Mstep: Class 7 contains 4446 members 
Mstep: Class 8 contains 4716 members 
Mstep: Class 9 contains 132954 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15643 members 
Mstep: Class 13 contains 37331 members 
Mstep: Class 14 contains 7635 members 
Mstep: Class 15 contains 5545 members 
Mstep: Class 16 contains 29946 members 
Mstep: Class 17 contains 33105 members 
Mstep: Class 18 contains 3812 members 
Mstep: Class 19 contains 9828 members 
Mstep: Class 20 contains 26686 members 
Mstep: Class 21 contains 17010 members 
Mstep: Class 22 contains 3560 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 61235 members 
Mstep: Class 26 contains 24713 members 
Mstep: Class 27 contains 15500 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22301 members 
Mstep: Class 30 contains 4323 members 
Mstep: Class 31 contains 149518 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925840.000000 Penalty: 71204.648438
Iteration 105Q: 33 clusters Score -1.089258e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 90326 members 
Mstep: Class 3 contains 27339 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10708 members 
Mstep: Class 6 contains 128307 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 4753 members 
Mstep: Class 9 contains 132867 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15631 members 
Mstep: Class 13 contains 37373 members 
Mstep: Class 14 contains 7633 members 
Mstep: Class 15 contains 5533 members 
Mstep: Class 16 contains 29989 members 
Mstep: Class 17 contains 33101 members 
Mstep: Class 18 contains 3819 members 
Mstep: Class 19 contains 9733 members 
Mstep: Class 20 contains 26941 members 
Mstep: Class 21 contains 16989 members 
Mstep: Class 22 contains 3564 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3702 members 
Mstep: Class 25 contains 61277 members 
Mstep: Class 26 contains 24834 members 
Mstep: Class 27 contains 15522 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22352 members 
Mstep: Class 30 contains 4319 members 
Mstep: Class 31 contains 149487 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926120.000000 Penalty: 71204.648438
Iteration 106Q: 33 clusters Score -1.089261e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 90007 members 
Mstep: Class 3 contains 27339 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10710 members 
Mstep: Class 6 contains 128247 members 
Mstep: Class 7 contains 4496 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 132778 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15615 members 
Mstep: Class 13 contains 37389 members 
Mstep: Class 14 contains 7632 members 
Mstep: Class 15 contains 5519 members 
Mstep: Class 16 contains 30022 members 
Mstep: Class 17 contains 33098 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 9650 members 
Mstep: Class 20 contains 27177 members 
Mstep: Class 21 contains 16978 members 
Mstep: Class 22 contains 3565 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3705 members 
Mstep: Class 25 contains 61335 members 
Mstep: Class 26 contains 24968 members 
Mstep: Class 27 contains 15542 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22400 members 
Mstep: Class 30 contains 4308 members 
Mstep: Class 31 contains 149470 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926600.000000 Penalty: 71204.648438
Iteration 107Q: 33 clusters Score -1.089266e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 89690 members 
Mstep: Class 3 contains 27342 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10717 members 
Mstep: Class 6 contains 128187 members 
Mstep: Class 7 contains 4523 members 
Mstep: Class 8 contains 4827 members 
Mstep: Class 9 contains 132712 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15597 members 
Mstep: Class 13 contains 37393 members 
Mstep: Class 14 contains 7633 members 
Mstep: Class 15 contains 5511 members 
Mstep: Class 16 contains 30048 members 
Mstep: Class 17 contains 33102 members 
Mstep: Class 18 contains 3829 members 
Mstep: Class 19 contains 9587 members 
Mstep: Class 20 contains 27420 members 
Mstep: Class 21 contains 16956 members 
Mstep: Class 22 contains 3568 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3711 members 
Mstep: Class 25 contains 61367 members 
Mstep: Class 26 contains 25092 members 
Mstep: Class 27 contains 15566 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22453 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 149428 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926888.000000 Penalty: 71204.648438
Iteration 108Q: 33 clusters Score -1.089269e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 89366 members 
Mstep: Class 3 contains 27349 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10734 members 
Mstep: Class 6 contains 128146 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 4865 members 
Mstep: Class 9 contains 132639 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15585 members 
Mstep: Class 13 contains 37408 members 
Mstep: Class 14 contains 7635 members 
Mstep: Class 15 contains 5504 members 
Mstep: Class 16 contains 30070 members 
Mstep: Class 17 contains 33103 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 9507 members 
Mstep: Class 20 contains 27680 members 
Mstep: Class 21 contains 16926 members 
Mstep: Class 22 contains 3571 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3715 members 
Mstep: Class 25 contains 61397 members 
Mstep: Class 26 contains 25215 members 
Mstep: Class 27 contains 15580 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22497 members 
Mstep: Class 30 contains 4289 members 
Mstep: Class 31 contains 149400 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108927336.000000 Penalty: 71204.648438
Iteration 109Q: 33 clusters Score -1.089273e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 89051 members 
Mstep: Class 3 contains 27351 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10741 members 
Mstep: Class 6 contains 128103 members 
Mstep: Class 7 contains 4553 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 132556 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15576 members 
Mstep: Class 13 contains 37428 members 
Mstep: Class 14 contains 7636 members 
Mstep: Class 15 contains 5499 members 
Mstep: Class 16 contains 30094 members 
Mstep: Class 17 contains 33095 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 9444 members 
Mstep: Class 20 contains 27933 members 
Mstep: Class 21 contains 16921 members 
Mstep: Class 22 contains 3572 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 61415 members 
Mstep: Class 26 contains 25337 members 
Mstep: Class 27 contains 15595 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22532 members 
Mstep: Class 30 contains 4282 members 
Mstep: Class 31 contains 149370 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108927624.000000 Penalty: 71204.648438
Iteration 110Q: 33 clusters Score -1.089276e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 88736 members 
Mstep: Class 3 contains 27344 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10747 members 
Mstep: Class 6 contains 128075 members 
Mstep: Class 7 contains 4569 members 
Mstep: Class 8 contains 4935 members 
Mstep: Class 9 contains 132434 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15566 members 
Mstep: Class 13 contains 37453 members 
Mstep: Class 14 contains 7637 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 30119 members 
Mstep: Class 17 contains 33092 members 
Mstep: Class 18 contains 3849 members 
Mstep: Class 19 contains 9362 members 
Mstep: Class 20 contains 28189 members 
Mstep: Class 21 contains 16909 members 
Mstep: Class 22 contains 3575 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 61471 members 
Mstep: Class 26 contains 25487 members 
Mstep: Class 27 contains 15617 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22558 members 
Mstep: Class 30 contains 4273 members 
Mstep: Class 31 contains 149342 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108927752.000000 Penalty: 71204.648438
Iteration 111Q: 33 clusters Score -1.089278e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 88459 members 
Mstep: Class 3 contains 27330 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10747 members 
Mstep: Class 6 contains 128055 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 4963 members 
Mstep: Class 9 contains 132313 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15546 members 
Mstep: Class 13 contains 37513 members 
Mstep: Class 14 contains 7636 members 
Mstep: Class 15 contains 5482 members 
Mstep: Class 16 contains 30136 members 
Mstep: Class 17 contains 33089 members 
Mstep: Class 18 contains 3855 members 
Mstep: Class 19 contains 9294 members 
Mstep: Class 20 contains 28400 members 
Mstep: Class 21 contains 16899 members 
Mstep: Class 22 contains 3577 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3720 members 
Mstep: Class 25 contains 61514 members 
Mstep: Class 26 contains 25654 members 
Mstep: Class 27 contains 15624 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22569 members 
Mstep: Class 30 contains 4269 members 
Mstep: Class 31 contains 149329 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108927936.000000 Penalty: 71204.648438
Iteration 112Q: 33 clusters Score -1.089279e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 88223 members 
Mstep: Class 3 contains 27316 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10746 members 
Mstep: Class 6 contains 128035 members 
Mstep: Class 7 contains 4578 members 
Mstep: Class 8 contains 4997 members 
Mstep: Class 9 contains 132207 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15521 members 
Mstep: Class 13 contains 37570 members 
Mstep: Class 14 contains 7633 members 
Mstep: Class 15 contains 5479 members 
Mstep: Class 16 contains 30151 members 
Mstep: Class 17 contains 33085 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 9229 members 
Mstep: Class 20 contains 28579 members 
Mstep: Class 21 contains 16867 members 
Mstep: Class 22 contains 3578 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 61544 members 
Mstep: Class 26 contains 25815 members 
Mstep: Class 27 contains 15634 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22592 members 
Mstep: Class 30 contains 4265 members 
Mstep: Class 31 contains 149307 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928120.000000 Penalty: 71204.648438
Iteration 113Q: 33 clusters Score -1.089281e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 87995 members 
Mstep: Class 3 contains 27314 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10751 members 
Mstep: Class 6 contains 128014 members 
Mstep: Class 7 contains 4585 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 132107 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15504 members 
Mstep: Class 13 contains 37639 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 5475 members 
Mstep: Class 16 contains 30167 members 
Mstep: Class 17 contains 33083 members 
Mstep: Class 18 contains 3870 members 
Mstep: Class 19 contains 9148 members 
Mstep: Class 20 contains 28760 members 
Mstep: Class 21 contains 16845 members 
Mstep: Class 22 contains 3579 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 61565 members 
Mstep: Class 26 contains 25950 members 
Mstep: Class 27 contains 15644 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22619 members 
Mstep: Class 30 contains 4257 members 
Mstep: Class 31 contains 149271 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928288.000000 Penalty: 71204.648438
Iteration 114Q: 33 clusters Score -1.089283e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 87796 members 
Mstep: Class 3 contains 27311 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10748 members 
Mstep: Class 6 contains 128006 members 
Mstep: Class 7 contains 4589 members 
Mstep: Class 8 contains 5095 members 
Mstep: Class 9 contains 132017 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15489 members 
Mstep: Class 13 contains 37687 members 
Mstep: Class 14 contains 7627 members 
Mstep: Class 15 contains 5470 members 
Mstep: Class 16 contains 30178 members 
Mstep: Class 17 contains 33075 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 9076 members 
Mstep: Class 20 contains 28923 members 
Mstep: Class 21 contains 16829 members 
Mstep: Class 22 contains 3579 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 61590 members 
Mstep: Class 26 contains 26064 members 
Mstep: Class 27 contains 15656 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22640 members 
Mstep: Class 30 contains 4247 members 
Mstep: Class 31 contains 149242 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928312.000000 Penalty: 71204.648438
Iteration 115Q: 33 clusters Score -1.089283e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 87612 members 
Mstep: Class 3 contains 27300 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10747 members 
Mstep: Class 6 contains 128000 members 
Mstep: Class 7 contains 4593 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 131909 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15476 members 
Mstep: Class 13 contains 37740 members 
Mstep: Class 14 contains 7625 members 
Mstep: Class 15 contains 5467 members 
Mstep: Class 16 contains 30191 members 
Mstep: Class 17 contains 33073 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 9012 members 
Mstep: Class 20 contains 29070 members 
Mstep: Class 21 contains 16815 members 
Mstep: Class 22 contains 3580 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 61617 members 
Mstep: Class 26 contains 26184 members 
Mstep: Class 27 contains 15668 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22652 members 
Mstep: Class 30 contains 4237 members 
Mstep: Class 31 contains 149214 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928456.000000 Penalty: 71204.648438
Iteration 116Q: 33 clusters Score -1.089285e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 87429 members 
Mstep: Class 3 contains 27294 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10745 members 
Mstep: Class 6 contains 127982 members 
Mstep: Class 7 contains 4601 members 
Mstep: Class 8 contains 5198 members 
Mstep: Class 9 contains 131809 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15475 members 
Mstep: Class 13 contains 37771 members 
Mstep: Class 14 contains 7623 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 30205 members 
Mstep: Class 17 contains 33068 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 8949 members 
Mstep: Class 20 contains 29208 members 
Mstep: Class 21 contains 16802 members 
Mstep: Class 22 contains 3580 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 61637 members 
Mstep: Class 26 contains 26290 members 
Mstep: Class 27 contains 15690 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22677 members 
Mstep: Class 30 contains 4229 members 
Mstep: Class 31 contains 149196 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928616.000000 Penalty: 71204.648438
Iteration 117Q: 33 clusters Score -1.089286e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 87235 members 
Mstep: Class 3 contains 27283 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10747 members 
Mstep: Class 6 contains 127971 members 
Mstep: Class 7 contains 4602 members 
Mstep: Class 8 contains 5265 members 
Mstep: Class 9 contains 131701 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15465 members 
Mstep: Class 13 contains 37842 members 
Mstep: Class 14 contains 7620 members 
Mstep: Class 15 contains 5466 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 33064 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 8870 members 
Mstep: Class 20 contains 29343 members 
Mstep: Class 21 contains 16789 members 
Mstep: Class 22 contains 3581 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 61655 members 
Mstep: Class 26 contains 26406 members 
Mstep: Class 27 contains 15708 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22686 members 
Mstep: Class 30 contains 4224 members 
Mstep: Class 31 contains 149175 members 
Mstep: Class 32 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928496.000000 Penalty: 71204.648438
Iteration 118Q: 33 clusters Score -1.089285e+08 nChanged 1045
Entering ConstructFrom: 
Score: -108928496.000000 Penalty: 71204.648438
Entering ConstructFrom: 
Trying to split cluster 1 (6586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Entering Unmasked Estep 
Score: -827871.625000 Penalty: 1428.814087
	Iteration 0F: 2 clusters Score -827871.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -822894.687500 Penalty: 2857.628174
	Iteration 0F: 3 clusters Score -822894.7 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -824438.437500 Penalty: 2857.628174
	Iteration 1F: 3 clusters Score -824438.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -824707.687500 Penalty: 2857.628174
	Iteration 2F: 3 clusters Score -824707.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -824931.875000 Penalty: 2857.628174
	Iteration 3F: 3 clusters Score -824931.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -825120.875000 Penalty: 2857.628174
	Iteration 4Q: 3 clusters Score -825120.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -825278.687500 Penalty: 2857.628174
	Iteration 5Q: 3 clusters Score -825278.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -825408.062500 Penalty: 2857.628174
	Iteration 6Q: 3 clusters Score -825408.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -825535.812500 Penalty: 2857.628174
	Iteration 7Q: 3 clusters Score -825535.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -825640.812500 Penalty: 2857.628174
	Iteration 8Q: 3 clusters Score -825640.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -825741.312500 Penalty: 2857.628174
	Iteration 9Q: 3 clusters Score -825741.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -825853.437500 Penalty: 2857.628174
	Iteration 10Q: 3 clusters Score -825853.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -825955.250000 Penalty: 2857.628174
	Iteration 11Q: 3 clusters Score -825955.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -826046.750000 Penalty: 2857.628174
	Iteration 12Q: 3 clusters Score -826046.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -826136.875000 Penalty: 2857.628174
	Iteration 13Q: 3 clusters Score -826136.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -826227.500000 Penalty: 2857.628174
	Iteration 14Q: 3 clusters Score -826227.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -826300.062500 Penalty: 2857.628174
	Iteration 15Q: 3 clusters Score -826300.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -826369.812500 Penalty: 2857.628174
	Iteration 16Q: 3 clusters Score -826369.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -826443.750000 Penalty: 2857.628174
	Iteration 17Q: 3 clusters Score -826443.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -826496.437500 Penalty: 2857.628174
	Iteration 18Q: 3 clusters Score -826496.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -826546.750000 Penalty: 2857.628174
	Iteration 19Q: 3 clusters Score -826546.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -826604.562500 Penalty: 2857.628174
	Iteration 20F: 3 clusters Score -826604.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -826664.937500 Penalty: 2857.628174
	Iteration 21Q: 3 clusters Score -826664.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -826711.625000 Penalty: 2857.628174
	Iteration 22Q: 3 clusters Score -826711.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -826767.687500 Penalty: 2857.628174
	Iteration 23Q: 3 clusters Score -826767.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -826830.250000 Penalty: 2857.628174
	Iteration 24Q: 3 clusters Score -826830.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -826870.875000 Penalty: 2857.628174
	Iteration 25Q: 3 clusters Score -826870.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -826889.937500 Penalty: 2857.628174
	Iteration 26Q: 3 clusters Score -826889.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -826898.937500 Penalty: 2857.628174
	Iteration 27Q: 3 clusters Score -826898.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -826903.187500 Penalty: 2857.628174
	Iteration 28Q: 3 clusters Score -826903.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -826903.625000 Penalty: 2857.628174
	Iteration 29Q: 3 clusters Score -826903.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -826905.062500 Penalty: 2857.628174
	Iteration 30Q: 3 clusters Score -826905.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -826906.375000 Penalty: 2857.628174
	Iteration 31Q: 3 clusters Score -826906.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -826906.125000 Penalty: 2857.628174
	Iteration 32Q: 3 clusters Score -826906.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -826909.187500 Penalty: 2857.628174
	Iteration 33Q: 3 clusters Score -826909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -826909.250000 Penalty: 2857.628174
	Iteration 34Q: 3 clusters Score -826909.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -826909.250000 Penalty: 2857.628174
	Iteration 35F: 3 clusters Score -826909.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (87037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Entering Unmasked Estep 
Score: -11145316.000000 Penalty: 1848.289307
	Iteration 0F: 2 clusters Score -1.114532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -11088018.000000 Penalty: 3696.578613
	Iteration 0F: 3 clusters Score -1.108802e+07 nChanged 41544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -11111653.000000 Penalty: 3696.578613
	Iteration 1F: 3 clusters Score -1.111165e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -11112246.000000 Penalty: 3696.578613
	Iteration 2Q: 3 clusters Score -1.111225e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -11112765.000000 Penalty: 3696.578613
	Iteration 3Q: 3 clusters Score -1.111276e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -11113349.000000 Penalty: 3696.578613
	Iteration 4Q: 3 clusters Score -1.111335e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -11114210.000000 Penalty: 3696.578613
	Iteration 5Q: 3 clusters Score -1.111421e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -11115156.000000 Penalty: 3696.578613
	Iteration 6Q: 3 clusters Score -1.111516e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -11116551.000000 Penalty: 3696.578613
	Iteration 7Q: 3 clusters Score -1.111655e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -11118726.000000 Penalty: 3696.578613
	Iteration 8Q: 3 clusters Score -1.111873e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -11121724.000000 Penalty: 3696.578613
	Iteration 9F: 3 clusters Score -1.112172e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -11125353.000000 Penalty: 3696.578613
	Iteration 10F: 3 clusters Score -1.112535e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -11129178.000000 Penalty: 3696.578613
	Iteration 11F: 3 clusters Score -1.112918e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -11132142.000000 Penalty: 3696.578613
	Iteration 12Q: 3 clusters Score -1.113214e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 71079 members 
Entering Unmasked Estep 
Score: -11134222.000000 Penalty: 3696.578613
	Iteration 13Q: 3 clusters Score -1.113422e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 73854 members 
Entering Unmasked Estep 
Score: -11135809.000000 Penalty: 3696.578613
	Iteration 14Q: 3 clusters Score -1.113581e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 76442 members 
Entering Unmasked Estep 
Score: -11137211.000000 Penalty: 3696.578613
	Iteration 15Q: 3 clusters Score -1.113721e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -11138492.000000 Penalty: 3696.578613
	Iteration 16Q: 3 clusters Score -1.113849e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -11139656.000000 Penalty: 3696.578613
	Iteration 17Q: 3 clusters Score -1.113966e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -11140700.000000 Penalty: 3696.578613
	Iteration 18Q: 3 clusters Score -1.11407e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 83564 members 
Entering Unmasked Estep 
Score: -11141504.000000 Penalty: 3696.578613
	Iteration 19Q: 3 clusters Score -1.11415e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 84521 members 
Entering Unmasked Estep 
Score: -11142111.000000 Penalty: 3696.578613
	Iteration 20F: 3 clusters Score -1.114211e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -11142600.000000 Penalty: 3696.578613
	Iteration 21Q: 3 clusters Score -1.11426e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -11142943.000000 Penalty: 3696.578613
	Iteration 22Q: 3 clusters Score -1.114294e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 86159 members 
Entering Unmasked Estep 
Score: -11143200.000000 Penalty: 3696.578613
	Iteration 23Q: 3 clusters Score -1.11432e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 86390 members 
Entering Unmasked Estep 
Score: -11143377.000000 Penalty: 3696.578613
	Iteration 24Q: 3 clusters Score -1.114338e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 86513 members 
Entering Unmasked Estep 
Score: -11143457.000000 Penalty: 3696.578613
	Iteration 25Q: 3 clusters Score -1.114346e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 86579 members 
Entering Unmasked Estep 
Score: -11143535.000000 Penalty: 3696.578613
	Iteration 26Q: 3 clusters Score -1.114354e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -11143574.000000 Penalty: 3696.578613
	Iteration 27Q: 3 clusters Score -1.114357e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 86646 members 
Entering Unmasked Estep 
Score: -11143593.000000 Penalty: 3696.578613
	Iteration 28Q: 3 clusters Score -1.114359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 86664 members 
Entering Unmasked Estep 
Score: -11143622.000000 Penalty: 3696.578613
	Iteration 29Q: 3 clusters Score -1.114362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 86680 members 
Entering Unmasked Estep 
Score: -11143637.000000 Penalty: 3696.578613
	Iteration 30Q: 3 clusters Score -1.114364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 86692 members 
Entering Unmasked Estep 
Score: -11143649.000000 Penalty: 3696.578613
	Iteration 31Q: 3 clusters Score -1.114365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 86702 members 
Entering Unmasked Estep 
Score: -11143662.000000 Penalty: 3696.578613
	Iteration 32Q: 3 clusters Score -1.114366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 86712 members 
Entering Unmasked Estep 
Score: -11143674.000000 Penalty: 3696.578613
	Iteration 33Q: 3 clusters Score -1.114367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 86721 members 
Entering Unmasked Estep 
Score: -11143666.000000 Penalty: 3696.578613
	Iteration 34Q: 3 clusters Score -1.114367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -11143668.000000 Penalty: 3696.578613
	Iteration 35Q: 3 clusters Score -1.114367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 86730 members 
Entering Unmasked Estep 
Score: -11143665.000000 Penalty: 3696.578613
	Iteration 36Q: 3 clusters Score -1.114366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -11143673.000000 Penalty: 3696.578613
	Iteration 37Q: 3 clusters Score -1.114367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -11143671.000000 Penalty: 3696.578613
	Iteration 38Q: 3 clusters Score -1.114367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -11143663.000000 Penalty: 3696.578613
	Iteration 39Q: 3 clusters Score -1.114366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -11143663.000000 Penalty: 3696.578613
	Iteration 40F: 3 clusters Score -1.114366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 86738 members 
Entering Unmasked Estep 
Score: -11143666.000000 Penalty: 3696.578613
	Iteration 41Q: 3 clusters Score -1.114367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 86741 members 
Entering Unmasked Estep 
Score: -11143664.000000 Penalty: 3696.578613
	Iteration 42Q: 3 clusters Score -1.114366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 86741 members 
Entering Unmasked Estep 
Score: -11143666.000000 Penalty: 3696.578613
	Iteration 43Q: 3 clusters Score -1.114367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 86741 members 
Entering Unmasked Estep 
Score: -11143666.000000 Penalty: 3696.578613
	Iteration 44F: 3 clusters Score -1.114367e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Entering Unmasked Estep 
Score: -3473338.250000 Penalty: 1659.700684
	Iteration 0F: 2 clusters Score -3473338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3454949.500000 Penalty: 3319.401367
	Iteration 0F: 3 clusters Score -3454950 nChanged 12403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3461746.000000 Penalty: 3319.401367
	Iteration 1F: 3 clusters Score -3461746 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -3462121.250000 Penalty: 3319.401367
	Iteration 2Q: 3 clusters Score -3462121 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3462535.500000 Penalty: 3319.401367
	Iteration 3Q: 3 clusters Score -3462536 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3463062.750000 Penalty: 3319.401367
	Iteration 4Q: 3 clusters Score -3463063 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3463706.750000 Penalty: 3319.401367
	Iteration 5Q: 3 clusters Score -3463707 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3464449.250000 Penalty: 3319.401367
	Iteration 6F: 3 clusters Score -3464449 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3465332.250000 Penalty: 3319.401367
	Iteration 7F: 3 clusters Score -3465332 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3466225.750000 Penalty: 3319.401367
	Iteration 8F: 3 clusters Score -3466226 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -3467079.500000 Penalty: 3319.401367
	Iteration 9F: 3 clusters Score -3467080 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -3467758.500000 Penalty: 3319.401367
	Iteration 10Q: 3 clusters Score -3467758 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3468410.000000 Penalty: 3319.401367
	Iteration 11Q: 3 clusters Score -3468410 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -3469052.500000 Penalty: 3319.401367
	Iteration 12Q: 3 clusters Score -3469052 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3469727.500000 Penalty: 3319.401367
	Iteration 13Q: 3 clusters Score -3469728 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3470369.500000 Penalty: 3319.401367
	Iteration 14Q: 3 clusters Score -3470370 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3470937.750000 Penalty: 3319.401367
	Iteration 15Q: 3 clusters Score -3470938 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3471368.750000 Penalty: 3319.401367
	Iteration 16Q: 3 clusters Score -3471369 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3471655.250000 Penalty: 3319.401367
	Iteration 17Q: 3 clusters Score -3471655 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3471807.000000 Penalty: 3319.401367
	Iteration 18Q: 3 clusters Score -3471807 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3471899.750000 Penalty: 3319.401367
	Iteration 19Q: 3 clusters Score -3471900 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3471954.500000 Penalty: 3319.401367
	Iteration 20F: 3 clusters Score -3471954 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3471990.250000 Penalty: 3319.401367
	Iteration 21Q: 3 clusters Score -3471990 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3472037.000000 Penalty: 3319.401367
	Iteration 22Q: 3 clusters Score -3472037 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3472065.750000 Penalty: 3319.401367
	Iteration 23Q: 3 clusters Score -3472066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3472091.500000 Penalty: 3319.401367
	Iteration 24Q: 3 clusters Score -3472092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3472114.500000 Penalty: 3319.401367
	Iteration 25Q: 3 clusters Score -3472114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3472132.250000 Penalty: 3319.401367
	Iteration 26Q: 3 clusters Score -3472132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3472137.000000 Penalty: 3319.401367
	Iteration 27Q: 3 clusters Score -3472137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3472152.000000 Penalty: 3319.401367
	Iteration 28Q: 3 clusters Score -3472152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3472156.250000 Penalty: 3319.401367
	Iteration 29Q: 3 clusters Score -3472156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3472163.750000 Penalty: 3319.401367
	Iteration 30Q: 3 clusters Score -3472164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3472174.000000 Penalty: 3319.401367
	Iteration 31Q: 3 clusters Score -3472174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3472180.750000 Penalty: 3319.401367
	Iteration 32Q: 3 clusters Score -3472181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3472186.000000 Penalty: 3319.401367
	Iteration 33Q: 3 clusters Score -3472186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3472188.500000 Penalty: 3319.401367
	Iteration 34Q: 3 clusters Score -3472188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3472195.000000 Penalty: 3319.401367
	Iteration 35Q: 3 clusters Score -3472195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3472196.500000 Penalty: 3319.401367
	Iteration 36Q: 3 clusters Score -3472196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3472200.250000 Penalty: 3319.401367
	Iteration 37Q: 3 clusters Score -3472200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3472205.250000 Penalty: 3319.401367
	Iteration 38Q: 3 clusters Score -3472205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3472205.750000 Penalty: 3319.401367
	Iteration 39Q: 3 clusters Score -3472206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3472211.500000 Penalty: 3319.401367
	Iteration 40F: 3 clusters Score -3472212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3472211.750000 Penalty: 3319.401367
	Iteration 41Q: 3 clusters Score -3472212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3472214.750000 Penalty: 3319.401367
	Iteration 42Q: 3 clusters Score -3472215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3472211.250000 Penalty: 3319.401367
	Iteration 43Q: 3 clusters Score -3472211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3472216.500000 Penalty: 3319.401367
	Iteration 44Q: 3 clusters Score -3472216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3472214.500000 Penalty: 3319.401367
	Iteration 45Q: 3 clusters Score -3472214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3472216.250000 Penalty: 3319.401367
	Iteration 46Q: 3 clusters Score -3472216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3472218.000000 Penalty: 3319.401367
	Iteration 47Q: 3 clusters Score -3472218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3472219.000000 Penalty: 3319.401367
	Iteration 48Q: 3 clusters Score -3472219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3472218.000000 Penalty: 3319.401367
	Iteration 49Q: 3 clusters Score -3472218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3472218.000000 Penalty: 3319.401367
	Iteration 50F: 3 clusters Score -3472218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Entering Unmasked Estep 
Score: -166910.703125 Penalty: 1175.201660
	Iteration 0F: 2 clusters Score -166910.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -165218.718750 Penalty: 2350.403320
	Iteration 0F: 3 clusters Score -165218.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -165538.937500 Penalty: 2350.403320
	Iteration 1F: 3 clusters Score -165538.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -165638.312500 Penalty: 2350.403320
	Iteration 2F: 3 clusters Score -165638.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -165684.140625 Penalty: 2350.403320
	Iteration 3Q: 3 clusters Score -165684.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -165714.578125 Penalty: 2350.403320
	Iteration 4Q: 3 clusters Score -165714.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -165738.281250 Penalty: 2350.403320
	Iteration 5Q: 3 clusters Score -165738.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -165758.140625 Penalty: 2350.403320
	Iteration 6Q: 3 clusters Score -165758.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165781.031250 Penalty: 2350.403320
	Iteration 7Q: 3 clusters Score -165781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -165803.328125 Penalty: 2350.403320
	Iteration 8Q: 3 clusters Score -165803.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -165815.218750 Penalty: 2350.403320
	Iteration 9Q: 3 clusters Score -165815.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -165829.109375 Penalty: 2350.403320
	Iteration 10Q: 3 clusters Score -165829.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -165841.390625 Penalty: 2350.403320
	Iteration 11Q: 3 clusters Score -165841.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -165855.015625 Penalty: 2350.403320
	Iteration 12Q: 3 clusters Score -165855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -165872.171875 Penalty: 2350.403320
	Iteration 13Q: 3 clusters Score -165872.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -165889.953125 Penalty: 2350.403320
	Iteration 14Q: 3 clusters Score -165890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -165905.390625 Penalty: 2350.403320
	Iteration 15Q: 3 clusters Score -165905.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -165920.187500 Penalty: 2350.403320
	Iteration 16Q: 3 clusters Score -165920.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -165935.187500 Penalty: 2350.403320
	Iteration 17Q: 3 clusters Score -165935.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -165949.609375 Penalty: 2350.403320
	Iteration 18Q: 3 clusters Score -165949.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -165963.125000 Penalty: 2350.403320
	Iteration 19Q: 3 clusters Score -165963.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -165974.531250 Penalty: 2350.403320
	Iteration 20F: 3 clusters Score -165974.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -165984.671875 Penalty: 2350.403320
	Iteration 21Q: 3 clusters Score -165984.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -165990.609375 Penalty: 2350.403320
	Iteration 22Q: 3 clusters Score -165990.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -165997.343750 Penalty: 2350.403320
	Iteration 23Q: 3 clusters Score -165997.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -166001.453125 Penalty: 2350.403320
	Iteration 24Q: 3 clusters Score -166001.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -166002.578125 Penalty: 2350.403320
	Iteration 25Q: 3 clusters Score -166002.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -166003.031250 Penalty: 2350.403320
	Iteration 26Q: 3 clusters Score -166003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -166003.468750 Penalty: 2350.403320
	Iteration 27Q: 3 clusters Score -166003.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -166003.468750 Penalty: 2350.403320
	Iteration 28F: 3 clusters Score -166003.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1309109.625000 Penalty: 1508.523193
	Iteration 0F: 2 clusters Score -1309110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1301514.500000 Penalty: 3017.046387
	Iteration 0F: 3 clusters Score -1301514 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1304068.125000 Penalty: 3017.046387
	Iteration 1F: 3 clusters Score -1304068 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1304329.125000 Penalty: 3017.046387
	Iteration 2F: 3 clusters Score -1304329 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1304519.625000 Penalty: 3017.046387
	Iteration 3Q: 3 clusters Score -1304520 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1304695.625000 Penalty: 3017.046387
	Iteration 4Q: 3 clusters Score -1304696 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1304865.500000 Penalty: 3017.046387
	Iteration 5Q: 3 clusters Score -1304866 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1305081.000000 Penalty: 3017.046387
	Iteration 6Q: 3 clusters Score -1305081 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1305339.500000 Penalty: 3017.046387
	Iteration 7Q: 3 clusters Score -1305340 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1305701.250000 Penalty: 3017.046387
	Iteration 8Q: 3 clusters Score -1305701 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1306166.750000 Penalty: 3017.046387
	Iteration 9F: 3 clusters Score -1306167 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1306651.625000 Penalty: 3017.046387
	Iteration 10F: 3 clusters Score -1306652 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1307111.875000 Penalty: 3017.046387
	Iteration 11Q: 3 clusters Score -1307112 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1307441.500000 Penalty: 3017.046387
	Iteration 12Q: 3 clusters Score -1307442 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1307670.375000 Penalty: 3017.046387
	Iteration 13Q: 3 clusters Score -1307670 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1307788.000000 Penalty: 3017.046387
	Iteration 14Q: 3 clusters Score -1307788 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1307846.000000 Penalty: 3017.046387
	Iteration 15Q: 3 clusters Score -1307846 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1307877.750000 Penalty: 3017.046387
	Iteration 16Q: 3 clusters Score -1307878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1307897.500000 Penalty: 3017.046387
	Iteration 17Q: 3 clusters Score -1307898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1307916.750000 Penalty: 3017.046387
	Iteration 18Q: 3 clusters Score -1307917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1307926.000000 Penalty: 3017.046387
	Iteration 19Q: 3 clusters Score -1307926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1307933.125000 Penalty: 3017.046387
	Iteration 20F: 3 clusters Score -1307933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1307940.375000 Penalty: 3017.046387
	Iteration 21Q: 3 clusters Score -1307940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1307945.625000 Penalty: 3017.046387
	Iteration 22Q: 3 clusters Score -1307946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1307945.500000 Penalty: 3017.046387
	Iteration 23Q: 3 clusters Score -1307946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1307948.250000 Penalty: 3017.046387
	Iteration 24Q: 3 clusters Score -1307948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1307953.750000 Penalty: 3017.046387
	Iteration 25Q: 3 clusters Score -1307954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1307953.125000 Penalty: 3017.046387
	Iteration 26Q: 3 clusters Score -1307953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1307958.875000 Penalty: 3017.046387
	Iteration 27Q: 3 clusters Score -1307959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1307961.000000 Penalty: 3017.046387
	Iteration 28Q: 3 clusters Score -1307961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1307965.125000 Penalty: 3017.046387
	Iteration 29Q: 3 clusters Score -1307965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1307966.875000 Penalty: 3017.046387
	Iteration 30Q: 3 clusters Score -1307967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1307969.250000 Penalty: 3017.046387
	Iteration 31Q: 3 clusters Score -1307969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1307972.875000 Penalty: 3017.046387
	Iteration 32Q: 3 clusters Score -1307973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1307975.875000 Penalty: 3017.046387
	Iteration 33Q: 3 clusters Score -1307976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1307979.625000 Penalty: 3017.046387
	Iteration 34Q: 3 clusters Score -1307980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1307985.500000 Penalty: 3017.046387
	Iteration 35Q: 3 clusters Score -1307986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1307984.250000 Penalty: 3017.046387
	Iteration 36Q: 3 clusters Score -1307984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1307985.375000 Penalty: 3017.046387
	Iteration 37Q: 3 clusters Score -1307985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1307987.000000 Penalty: 3017.046387
	Iteration 38Q: 3 clusters Score -1307987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1307987.250000 Penalty: 3017.046387
	Iteration 39Q: 3 clusters Score -1307987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1307987.250000 Penalty: 3017.046387
	Iteration 40F: 3 clusters Score -1307987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127973 members 
Entering Unmasked Estep 
Score: -16374543.000000 Penalty: 1910.930908
	Iteration 0F: 2 clusters Score -1.637454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63950 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -16293326.000000 Penalty: 3821.861816
	Iteration 0F: 3 clusters Score -1.629333e+07 nChanged 61776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63626 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -16328943.000000 Penalty: 3821.861816
	Iteration 1F: 3 clusters Score -1.632894e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63502 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -16329561.000000 Penalty: 3821.861816
	Iteration 2Q: 3 clusters Score -1.632956e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -16330484.000000 Penalty: 3821.861816
	Iteration 3Q: 3 clusters Score -1.633048e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -16331553.000000 Penalty: 3821.861816
	Iteration 4Q: 3 clusters Score -1.633155e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -16333182.000000 Penalty: 3821.861816
	Iteration 5Q: 3 clusters Score -1.633318e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -16335815.000000 Penalty: 3821.861816
	Iteration 6Q: 3 clusters Score -1.633582e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 67919 members 
Entering Unmasked Estep 
Score: -16340226.000000 Penalty: 3821.861816
	Iteration 7F: 3 clusters Score -1.634023e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -16346116.000000 Penalty: 3821.861816
	Iteration 8F: 3 clusters Score -1.634612e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -16350998.000000 Penalty: 3821.861816
	Iteration 9F: 3 clusters Score -1.6351e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 68649 members 
Entering Unmasked Estep 
Score: -16353222.000000 Penalty: 3821.861816
	Iteration 10Q: 3 clusters Score -1.635322e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -16353990.000000 Penalty: 3821.861816
	Iteration 11Q: 3 clusters Score -1.635399e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -16354320.000000 Penalty: 3821.861816
	Iteration 12Q: 3 clusters Score -1.635432e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 67405 members 
Entering Unmasked Estep 
Score: -16354400.000000 Penalty: 3821.861816
	Iteration 13Q: 3 clusters Score -1.63544e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61101 members 
Mstep: Class 2 contains 66872 members 
Entering Unmasked Estep 
Score: -16354443.000000 Penalty: 3821.861816
	Iteration 14Q: 3 clusters Score -1.635444e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -16354413.000000 Penalty: 3821.861816
	Iteration 15Q: 3 clusters Score -1.635441e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -16354481.000000 Penalty: 3821.861816
	Iteration 16Q: 3 clusters Score -1.635448e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -16354619.000000 Penalty: 3821.861816
	Iteration 17Q: 3 clusters Score -1.635462e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -16354673.000000 Penalty: 3821.861816
	Iteration 18Q: 3 clusters Score -1.635467e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
Score: -16354804.000000 Penalty: 3821.861816
	Iteration 19Q: 3 clusters Score -1.63548e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -16354859.000000 Penalty: 3821.861816
	Iteration 20F: 3 clusters Score -1.635486e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -16354905.000000 Penalty: 3821.861816
	Iteration 21Q: 3 clusters Score -1.63549e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -16354953.000000 Penalty: 3821.861816
	Iteration 22Q: 3 clusters Score -1.635495e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -16355000.000000 Penalty: 3821.861816
	Iteration 23Q: 3 clusters Score -1.6355e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68350 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -16355149.000000 Penalty: 3821.861816
	Iteration 24Q: 3 clusters Score -1.635515e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69300 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -16355325.000000 Penalty: 3821.861816
	Iteration 25Q: 3 clusters Score -1.635532e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -16355436.000000 Penalty: 3821.861816
	Iteration 26Q: 3 clusters Score -1.635544e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -16355714.000000 Penalty: 3821.861816
	Iteration 27Q: 3 clusters Score -1.635571e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -16355948.000000 Penalty: 3821.861816
	Iteration 28Q: 3 clusters Score -1.635595e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73197 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -16356245.000000 Penalty: 3821.861816
	Iteration 29Q: 3 clusters Score -1.635624e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -16356407.000000 Penalty: 3821.861816
	Iteration 30Q: 3 clusters Score -1.635641e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -16356587.000000 Penalty: 3821.861816
	Iteration 31Q: 3 clusters Score -1.635659e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 51691 members 
Entering Unmasked Estep 
Score: -16356880.000000 Penalty: 3821.861816
	Iteration 32Q: 3 clusters Score -1.635688e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77304 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -16357057.000000 Penalty: 3821.861816
	Iteration 33Q: 3 clusters Score -1.635706e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78404 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -16357395.000000 Penalty: 3821.861816
	Iteration 34Q: 3 clusters Score -1.63574e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79504 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -16357681.000000 Penalty: 3821.861816
	Iteration 35Q: 3 clusters Score -1.635768e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -16357944.000000 Penalty: 3821.861816
	Iteration 36Q: 3 clusters Score -1.635794e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -16358227.000000 Penalty: 3821.861816
	Iteration 37Q: 3 clusters Score -1.635823e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -16358486.000000 Penalty: 3821.861816
	Iteration 38Q: 3 clusters Score -1.635849e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84030 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -16358654.000000 Penalty: 3821.861816
	Iteration 39Q: 3 clusters Score -1.635865e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85183 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -16358929.000000 Penalty: 3821.861816
	Iteration 40F: 3 clusters Score -1.635893e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86376 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -16359272.000000 Penalty: 3821.861816
	Iteration 41Q: 3 clusters Score -1.635927e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87492 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -16359574.000000 Penalty: 3821.861816
	Iteration 42Q: 3 clusters Score -1.635957e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -16359969.000000 Penalty: 3821.861816
	Iteration 43Q: 3 clusters Score -1.635997e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89759 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -16360413.000000 Penalty: 3821.861816
	Iteration 44Q: 3 clusters Score -1.636041e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90887 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -16360808.000000 Penalty: 3821.861816
	Iteration 45Q: 3 clusters Score -1.636081e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91977 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -16361342.000000 Penalty: 3821.861816
	Iteration 46Q: 3 clusters Score -1.636134e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -16361891.000000 Penalty: 3821.861816
	Iteration 47Q: 3 clusters Score -1.636189e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94203 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -16362336.000000 Penalty: 3821.861816
	Iteration 48Q: 3 clusters Score -1.636234e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95354 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -16362693.000000 Penalty: 3821.861816
	Iteration 49Q: 3 clusters Score -1.636269e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -16363267.000000 Penalty: 3821.861816
	Iteration 50Q: 3 clusters Score -1.636327e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97486 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -16363713.000000 Penalty: 3821.861816
	Iteration 51Q: 3 clusters Score -1.636371e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98557 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -16364221.000000 Penalty: 3821.861816
	Iteration 52Q: 3 clusters Score -1.636422e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -16364664.000000 Penalty: 3821.861816
	Iteration 53Q: 3 clusters Score -1.636466e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100532 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -16365047.000000 Penalty: 3821.861816
	Iteration 54Q: 3 clusters Score -1.636505e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101553 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -16365536.000000 Penalty: 3821.861816
	Iteration 55Q: 3 clusters Score -1.636554e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -16366133.000000 Penalty: 3821.861816
	Iteration 56Q: 3 clusters Score -1.636613e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103714 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -16366803.000000 Penalty: 3821.861816
	Iteration 57Q: 3 clusters Score -1.63668e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104772 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -16367319.000000 Penalty: 3821.861816
	Iteration 58Q: 3 clusters Score -1.636732e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105837 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -16367856.000000 Penalty: 3821.861816
	Iteration 59Q: 3 clusters Score -1.636786e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106949 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -16368420.000000 Penalty: 3821.861816
	Iteration 60F: 3 clusters Score -1.636842e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108084 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -16368953.000000 Penalty: 3821.861816
	Iteration 61Q: 3 clusters Score -1.636895e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109232 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -16369649.000000 Penalty: 3821.861816
	Iteration 62Q: 3 clusters Score -1.636965e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110429 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -16370582.000000 Penalty: 3821.861816
	Iteration 63Q: 3 clusters Score -1.637058e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111655 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -16371635.000000 Penalty: 3821.861816
	Iteration 64Q: 3 clusters Score -1.637164e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112958 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -16372568.000000 Penalty: 3821.861816
	Iteration 65Q: 3 clusters Score -1.637257e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114238 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -16373424.000000 Penalty: 3821.861816
	Iteration 66Q: 3 clusters Score -1.637342e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115427 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -16374130.000000 Penalty: 3821.861816
	Iteration 67Q: 3 clusters Score -1.637413e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116552 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -16374719.000000 Penalty: 3821.861816
	Iteration 68Q: 3 clusters Score -1.637472e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117586 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -16375071.000000 Penalty: 3821.861816
	Iteration 69Q: 3 clusters Score -1.637507e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118462 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -16375310.000000 Penalty: 3821.861816
	Iteration 70Q: 3 clusters Score -1.637531e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119264 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -16375523.000000 Penalty: 3821.861816
	Iteration 71Q: 3 clusters Score -1.637552e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119976 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -16375709.000000 Penalty: 3821.861816
	Iteration 72Q: 3 clusters Score -1.637571e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120614 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -16375865.000000 Penalty: 3821.861816
	Iteration 73Q: 3 clusters Score -1.637586e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121164 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -16375890.000000 Penalty: 3821.861816
	Iteration 74Q: 3 clusters Score -1.637589e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121616 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -16375972.000000 Penalty: 3821.861816
	Iteration 75Q: 3 clusters Score -1.637597e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122013 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -16376001.000000 Penalty: 3821.861816
	Iteration 76Q: 3 clusters Score -1.6376e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122395 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -16376072.000000 Penalty: 3821.861816
	Iteration 77Q: 3 clusters Score -1.637607e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122699 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -16376128.000000 Penalty: 3821.861816
	Iteration 78Q: 3 clusters Score -1.637613e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122952 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -16376111.000000 Penalty: 3821.861816
	Iteration 79Q: 3 clusters Score -1.637611e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123189 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -16376111.000000 Penalty: 3821.861816
	Iteration 80F: 3 clusters Score -1.637611e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123419 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -16376130.000000 Penalty: 3821.861816
	Iteration 81Q: 3 clusters Score -1.637613e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123610 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -16376113.000000 Penalty: 3821.861816
	Iteration 82Q: 3 clusters Score -1.637611e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123770 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -16376105.000000 Penalty: 3821.861816
	Iteration 83Q: 3 clusters Score -1.63761e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123899 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -16376088.000000 Penalty: 3821.861816
	Iteration 84Q: 3 clusters Score -1.637609e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124015 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -16376060.000000 Penalty: 3821.861816
	Iteration 85Q: 3 clusters Score -1.637606e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124109 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -16376061.000000 Penalty: 3821.861816
	Iteration 86Q: 3 clusters Score -1.637606e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124196 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -16376034.000000 Penalty: 3821.861816
	Iteration 87Q: 3 clusters Score -1.637603e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124264 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -16376057.000000 Penalty: 3821.861816
	Iteration 88Q: 3 clusters Score -1.637606e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124332 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -16376059.000000 Penalty: 3821.861816
	Iteration 89Q: 3 clusters Score -1.637606e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124408 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -16376076.000000 Penalty: 3821.861816
	Iteration 90Q: 3 clusters Score -1.637608e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124469 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -16376056.000000 Penalty: 3821.861816
	Iteration 91Q: 3 clusters Score -1.637606e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124521 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -16376041.000000 Penalty: 3821.861816
	Iteration 92Q: 3 clusters Score -1.637604e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124561 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -16376045.000000 Penalty: 3821.861816
	Iteration 93Q: 3 clusters Score -1.637604e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124603 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -16376041.000000 Penalty: 3821.861816
	Iteration 94Q: 3 clusters Score -1.637604e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124638 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -16376028.000000 Penalty: 3821.861816
	Iteration 95Q: 3 clusters Score -1.637603e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124669 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -16376017.000000 Penalty: 3821.861816
	Iteration 96Q: 3 clusters Score -1.637602e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124694 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -16376003.000000 Penalty: 3821.861816
	Iteration 97Q: 3 clusters Score -1.6376e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124720 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -16376006.000000 Penalty: 3821.861816
	Iteration 98Q: 3 clusters Score -1.637601e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124744 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -16375999.000000 Penalty: 3821.861816
	Iteration 99Q: 3 clusters Score -1.6376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124771 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -16375999.000000 Penalty: 3821.861816
	Iteration 100F: 3 clusters Score -1.6376e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124802 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -16375990.000000 Penalty: 3821.861816
	Iteration 101Q: 3 clusters Score -1.637599e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124836 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -16375998.000000 Penalty: 3821.861816
	Iteration 102Q: 3 clusters Score -1.6376e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124856 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -16375990.000000 Penalty: 3821.861816
	Iteration 103Q: 3 clusters Score -1.637599e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124875 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -16375994.000000 Penalty: 3821.861816
	Iteration 104Q: 3 clusters Score -1.637599e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124901 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -16375977.000000 Penalty: 3821.861816
	Iteration 105Q: 3 clusters Score -1.637598e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124922 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -16375962.000000 Penalty: 3821.861816
	Iteration 106Q: 3 clusters Score -1.637596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124940 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -16375945.000000 Penalty: 3821.861816
	Iteration 107Q: 3 clusters Score -1.637594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124955 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -16375954.000000 Penalty: 3821.861816
	Iteration 108Q: 3 clusters Score -1.637595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124973 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -16375948.000000 Penalty: 3821.861816
	Iteration 109Q: 3 clusters Score -1.637595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124986 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -16375944.000000 Penalty: 3821.861816
	Iteration 110Q: 3 clusters Score -1.637594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124996 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -16375939.000000 Penalty: 3821.861816
	Iteration 111Q: 3 clusters Score -1.637594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125003 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -16375945.000000 Penalty: 3821.861816
	Iteration 112Q: 3 clusters Score -1.637594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125008 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -16375947.000000 Penalty: 3821.861816
	Iteration 113Q: 3 clusters Score -1.637595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125012 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -16375942.000000 Penalty: 3821.861816
	Iteration 114Q: 3 clusters Score -1.637594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125013 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -16375936.000000 Penalty: 3821.861816
	Iteration 115Q: 3 clusters Score -1.637594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125017 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -16375938.000000 Penalty: 3821.861816
	Iteration 116Q: 3 clusters Score -1.637594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125022 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -16375925.000000 Penalty: 3821.861816
	Iteration 117Q: 3 clusters Score -1.637592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125028 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -16375927.000000 Penalty: 3821.861816
	Iteration 118Q: 3 clusters Score -1.637593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125033 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -16375935.000000 Penalty: 3821.861816
	Iteration 119Q: 3 clusters Score -1.637594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125038 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -16375952.000000 Penalty: 3821.861816
	Iteration 120F: 3 clusters Score -1.637595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125041 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -16375947.000000 Penalty: 3821.861816
	Iteration 121Q: 3 clusters Score -1.637595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125043 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -16375950.000000 Penalty: 3821.861816
	Iteration 122Q: 3 clusters Score -1.637595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125045 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -16375948.000000 Penalty: 3821.861816
	Iteration 123Q: 3 clusters Score -1.637595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125046 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -16375955.000000 Penalty: 3821.861816
	Iteration 124Q: 3 clusters Score -1.637596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125047 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -16375959.000000 Penalty: 3821.861816
	Iteration 125Q: 3 clusters Score -1.637596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125050 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -16375946.000000 Penalty: 3821.861816
	Iteration 126Q: 3 clusters Score -1.637595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125054 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -16375944.000000 Penalty: 3821.861816
	Iteration 127Q: 3 clusters Score -1.637594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125057 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -16375952.000000 Penalty: 3821.861816
	Iteration 128Q: 3 clusters Score -1.637595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125059 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -16375952.000000 Penalty: 3821.861816
	Iteration 129Q: 3 clusters Score -1.637595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125060 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -16375946.000000 Penalty: 3821.861816
	Iteration 130Q: 3 clusters Score -1.637595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125061 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -16375945.000000 Penalty: 3821.861816
	Iteration 131Q: 3 clusters Score -1.637594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125063 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -16375945.000000 Penalty: 3821.861816
	Iteration 132Q: 3 clusters Score -1.637594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125064 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -16375937.000000 Penalty: 3821.861816
	Iteration 133Q: 3 clusters Score -1.637594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125064 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -16375937.000000 Penalty: 3821.861816
	Iteration 134F: 3 clusters Score -1.637594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 87037 members 
Mstep: Class 3 contains 27270 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10756 members 
Mstep: Class 6 contains 125064 members 
Mstep: Class 7 contains 4615 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 131591 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15451 members 
Mstep: Class 13 contains 37919 members 
Mstep: Class 14 contains 7618 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 30245 members 
Mstep: Class 17 contains 33052 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 8782 members 
Mstep: Class 20 contains 29471 members 
Mstep: Class 21 contains 16775 members 
Mstep: Class 22 contains 3583 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 61653 members 
Mstep: Class 26 contains 26524 members 
Mstep: Class 27 contains 15731 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22704 members 
Mstep: Class 30 contains 4216 members 
Mstep: Class 31 contains 149158 members 
Mstep: Class 32 contains 223 members 
Mstep: Class 33 contains 2909 members 
Entering Unmasked Estep 
Score: -108930176.000000 Penalty: 73429.796875
Splitting cluster 6 changes total score from -108928496.000000 to -108930176.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 7 (4615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Entering Unmasked Estep 
Score: -527351.937500 Penalty: 1371.023438
	Iteration 0F: 2 clusters Score -527351.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -523643.937500 Penalty: 2742.046875
	Iteration 0F: 3 clusters Score -523643.9 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -524758.312500 Penalty: 2742.046875
	Iteration 1F: 3 clusters Score -524758.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -525007.312500 Penalty: 2742.046875
	Iteration 2F: 3 clusters Score -525007.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -525195.312500 Penalty: 2742.046875
	Iteration 3F: 3 clusters Score -525195.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -525341.937500 Penalty: 2742.046875
	Iteration 4Q: 3 clusters Score -525341.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -525442.375000 Penalty: 2742.046875
	Iteration 5Q: 3 clusters Score -525442.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -525518.625000 Penalty: 2742.046875
	Iteration 6Q: 3 clusters Score -525518.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -525580.750000 Penalty: 2742.046875
	Iteration 7Q: 3 clusters Score -525580.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -525630.062500 Penalty: 2742.046875
	Iteration 8Q: 3 clusters Score -525630.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -525668.187500 Penalty: 2742.046875
	Iteration 9Q: 3 clusters Score -525668.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -525706.937500 Penalty: 2742.046875
	Iteration 10Q: 3 clusters Score -525706.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -525746.125000 Penalty: 2742.046875
	Iteration 11Q: 3 clusters Score -525746.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -525777.062500 Penalty: 2742.046875
	Iteration 12Q: 3 clusters Score -525777.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -525804.750000 Penalty: 2742.046875
	Iteration 13Q: 3 clusters Score -525804.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -525826.625000 Penalty: 2742.046875
	Iteration 14Q: 3 clusters Score -525826.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -525848.562500 Penalty: 2742.046875
	Iteration 15Q: 3 clusters Score -525848.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -525869.250000 Penalty: 2742.046875
	Iteration 16Q: 3 clusters Score -525869.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -525890.062500 Penalty: 2742.046875
	Iteration 17Q: 3 clusters Score -525890.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -525909.937500 Penalty: 2742.046875
	Iteration 18Q: 3 clusters Score -525909.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -525936.062500 Penalty: 2742.046875
	Iteration 19Q: 3 clusters Score -525936.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -525960.312500 Penalty: 2742.046875
	Iteration 20F: 3 clusters Score -525960.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -525977.500000 Penalty: 2742.046875
	Iteration 21Q: 3 clusters Score -525977.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -525992.312500 Penalty: 2742.046875
	Iteration 22Q: 3 clusters Score -525992.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -526008.937500 Penalty: 2742.046875
	Iteration 23Q: 3 clusters Score -526008.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -526034.250000 Penalty: 2742.046875
	Iteration 24Q: 3 clusters Score -526034.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -526068.562500 Penalty: 2742.046875
	Iteration 25Q: 3 clusters Score -526068.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -526132.125000 Penalty: 2742.046875
	Iteration 26Q: 3 clusters Score -526132.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -526224.562500 Penalty: 2742.046875
	Iteration 27Q: 3 clusters Score -526224.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -526327.562500 Penalty: 2742.046875
	Iteration 28Q: 3 clusters Score -526327.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -526462.062500 Penalty: 2742.046875
	Iteration 29Q: 3 clusters Score -526462.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -526595.312500 Penalty: 2742.046875
	Iteration 30Q: 3 clusters Score -526595.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -526683.312500 Penalty: 2742.046875
	Iteration 31Q: 3 clusters Score -526683.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -526794.125000 Penalty: 2742.046875
	Iteration 32Q: 3 clusters Score -526794.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -526895.937500 Penalty: 2742.046875
	Iteration 33Q: 3 clusters Score -526895.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -526985.500000 Penalty: 2742.046875
	Iteration 34Q: 3 clusters Score -526985.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -527047.562500 Penalty: 2742.046875
	Iteration 35Q: 3 clusters Score -527047.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -527097.812500 Penalty: 2742.046875
	Iteration 36Q: 3 clusters Score -527097.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -527126.437500 Penalty: 2742.046875
	Iteration 37Q: 3 clusters Score -527126.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -527148.062500 Penalty: 2742.046875
	Iteration 38Q: 3 clusters Score -527148.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -527166.750000 Penalty: 2742.046875
	Iteration 39Q: 3 clusters Score -527166.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -527182.937500 Penalty: 2742.046875
	Iteration 40F: 3 clusters Score -527182.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -527204.187500 Penalty: 2742.046875
	Iteration 41Q: 3 clusters Score -527204.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -527223.812500 Penalty: 2742.046875
	Iteration 42Q: 3 clusters Score -527223.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -527233.375000 Penalty: 2742.046875
	Iteration 43Q: 3 clusters Score -527233.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -527236.500000 Penalty: 2742.046875
	Iteration 44Q: 3 clusters Score -527236.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -527240.312500 Penalty: 2742.046875
	Iteration 45Q: 3 clusters Score -527240.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -527242.687500 Penalty: 2742.046875
	Iteration 46Q: 3 clusters Score -527242.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -527246.250000 Penalty: 2742.046875
	Iteration 47Q: 3 clusters Score -527246.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -527249.687500 Penalty: 2742.046875
	Iteration 48Q: 3 clusters Score -527249.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -527253.375000 Penalty: 2742.046875
	Iteration 49Q: 3 clusters Score -527253.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -527259.687500 Penalty: 2742.046875
	Iteration 50Q: 3 clusters Score -527259.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -527262.812500 Penalty: 2742.046875
	Iteration 51Q: 3 clusters Score -527262.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -527264.875000 Penalty: 2742.046875
	Iteration 52Q: 3 clusters Score -527264.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -527266.375000 Penalty: 2742.046875
	Iteration 53Q: 3 clusters Score -527266.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -527268.250000 Penalty: 2742.046875
	Iteration 54Q: 3 clusters Score -527268.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -527269.812500 Penalty: 2742.046875
	Iteration 55Q: 3 clusters Score -527269.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -527273.750000 Penalty: 2742.046875
	Iteration 56Q: 3 clusters Score -527273.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -527278.500000 Penalty: 2742.046875
	Iteration 57Q: 3 clusters Score -527278.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -527281.875000 Penalty: 2742.046875
	Iteration 58Q: 3 clusters Score -527281.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -527286.875000 Penalty: 2742.046875
	Iteration 59Q: 3 clusters Score -527286.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -527290.500000 Penalty: 2742.046875
	Iteration 60F: 3 clusters Score -527290.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -527294.437500 Penalty: 2742.046875
	Iteration 61Q: 3 clusters Score -527294.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -527298.562500 Penalty: 2742.046875
	Iteration 62Q: 3 clusters Score -527298.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -527301.562500 Penalty: 2742.046875
	Iteration 63Q: 3 clusters Score -527301.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -527305.625000 Penalty: 2742.046875
	Iteration 64Q: 3 clusters Score -527305.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -527305.437500 Penalty: 2742.046875
	Iteration 65Q: 3 clusters Score -527305.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -527307.937500 Penalty: 2742.046875
	Iteration 66Q: 3 clusters Score -527307.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -527309.250000 Penalty: 2742.046875
	Iteration 67Q: 3 clusters Score -527309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -527309.750000 Penalty: 2742.046875
	Iteration 68Q: 3 clusters Score -527309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -527310.562500 Penalty: 2742.046875
	Iteration 69Q: 3 clusters Score -527310.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -527310.125000 Penalty: 2742.046875
	Iteration 70Q: 3 clusters Score -527310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -527310.562500 Penalty: 2742.046875
	Iteration 71Q: 3 clusters Score -527310.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -527310.875000 Penalty: 2742.046875
	Iteration 72Q: 3 clusters Score -527310.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -527313.062500 Penalty: 2742.046875
	Iteration 73Q: 3 clusters Score -527313.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -527313.937500 Penalty: 2742.046875
	Iteration 74Q: 3 clusters Score -527313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -527313.375000 Penalty: 2742.046875
	Iteration 75Q: 3 clusters Score -527313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -527314.187500 Penalty: 2742.046875
	Iteration 76Q: 3 clusters Score -527314.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -527314.000000 Penalty: 2742.046875
	Iteration 77Q: 3 clusters Score -527314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -527314.000000 Penalty: 2742.046875
	Iteration 78F: 3 clusters Score -527314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Entering Unmasked Estep 
Score: -658410.625000 Penalty: 1394.216187
	Iteration 0F: 2 clusters Score -658410.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -654283.312500 Penalty: 2788.432373
	Iteration 0F: 3 clusters Score -654283.3 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -655453.687500 Penalty: 2788.432373
	Iteration 1F: 3 clusters Score -655453.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -655634.937500 Penalty: 2788.432373
	Iteration 2F: 3 clusters Score -655634.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -655797.437500 Penalty: 2788.432373
	Iteration 3F: 3 clusters Score -655797.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -656000.562500 Penalty: 2788.432373
	Iteration 4F: 3 clusters Score -656000.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -656171.625000 Penalty: 2788.432373
	Iteration 5F: 3 clusters Score -656171.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -656335.375000 Penalty: 2788.432373
	Iteration 6Q: 3 clusters Score -656335.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -656464.312500 Penalty: 2788.432373
	Iteration 7Q: 3 clusters Score -656464.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -656586.875000 Penalty: 2788.432373
	Iteration 8Q: 3 clusters Score -656586.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -656694.812500 Penalty: 2788.432373
	Iteration 9Q: 3 clusters Score -656694.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -656799.375000 Penalty: 2788.432373
	Iteration 10Q: 3 clusters Score -656799.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -656900.312500 Penalty: 2788.432373
	Iteration 11Q: 3 clusters Score -656900.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -657007.312500 Penalty: 2788.432373
	Iteration 12Q: 3 clusters Score -657007.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -657119.250000 Penalty: 2788.432373
	Iteration 13Q: 3 clusters Score -657119.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -657229.187500 Penalty: 2788.432373
	Iteration 14Q: 3 clusters Score -657229.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -657329.875000 Penalty: 2788.432373
	Iteration 15Q: 3 clusters Score -657329.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -657432.250000 Penalty: 2788.432373
	Iteration 16Q: 3 clusters Score -657432.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -657527.687500 Penalty: 2788.432373
	Iteration 17Q: 3 clusters Score -657527.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -657609.812500 Penalty: 2788.432373
	Iteration 18Q: 3 clusters Score -657609.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -657664.250000 Penalty: 2788.432373
	Iteration 19Q: 3 clusters Score -657664.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -657694.937500 Penalty: 2788.432373
	Iteration 20F: 3 clusters Score -657694.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -657715.250000 Penalty: 2788.432373
	Iteration 21Q: 3 clusters Score -657715.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -657724.000000 Penalty: 2788.432373
	Iteration 22Q: 3 clusters Score -657724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -657730.125000 Penalty: 2788.432373
	Iteration 23Q: 3 clusters Score -657730.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -657733.375000 Penalty: 2788.432373
	Iteration 24Q: 3 clusters Score -657733.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -657737.312500 Penalty: 2788.432373
	Iteration 25Q: 3 clusters Score -657737.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -657738.500000 Penalty: 2788.432373
	Iteration 26Q: 3 clusters Score -657738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -657738.500000 Penalty: 2788.432373
	Iteration 27Q: 3 clusters Score -657738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -657738.062500 Penalty: 2788.432373
	Iteration 28Q: 3 clusters Score -657738.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -657736.812500 Penalty: 2788.432373
	Iteration 29Q: 3 clusters Score -657736.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -657737.562500 Penalty: 2788.432373
	Iteration 30Q: 3 clusters Score -657737.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -657739.187500 Penalty: 2788.432373
	Iteration 31Q: 3 clusters Score -657739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -657739.250000 Penalty: 2788.432373
	Iteration 32Q: 3 clusters Score -657739.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -657739.250000 Penalty: 2788.432373
	Iteration 33F: 3 clusters Score -657739.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (131591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131591 members 
Entering Unmasked Estep 
Score: -16767261.000000 Penalty: 1915.461182
	Iteration 0F: 2 clusters Score -1.676726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 65750 members 
Entering Unmasked Estep 
Score: -16685335.000000 Penalty: 3830.922363
	Iteration 0F: 3 clusters Score -1.668534e+07 nChanged 63680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -16723283.000000 Penalty: 3830.922363
	Iteration 1F: 3 clusters Score -1.672328e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 62734 members 
Entering Unmasked Estep 
Score: -16724421.000000 Penalty: 3830.922363
	Iteration 2Q: 3 clusters Score -1.672442e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -16726089.000000 Penalty: 3830.922363
	Iteration 3Q: 3 clusters Score -1.672609e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -16728152.000000 Penalty: 3830.922363
	Iteration 4Q: 3 clusters Score -1.672815e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78488 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -16730755.000000 Penalty: 3830.922363
	Iteration 5F: 3 clusters Score -1.673076e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83940 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -16734295.000000 Penalty: 3830.922363
	Iteration 6F: 3 clusters Score -1.67343e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -16738447.000000 Penalty: 3830.922363
	Iteration 7F: 3 clusters Score -1.673845e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -16743254.000000 Penalty: 3830.922363
	Iteration 8F: 3 clusters Score -1.674325e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102204 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -16748141.000000 Penalty: 3830.922363
	Iteration 9F: 3 clusters Score -1.674814e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106859 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -16752392.000000 Penalty: 3830.922363
	Iteration 10Q: 3 clusters Score -1.675239e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110338 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -16755945.000000 Penalty: 3830.922363
	Iteration 11Q: 3 clusters Score -1.675594e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113116 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -16758871.000000 Penalty: 3830.922363
	Iteration 12Q: 3 clusters Score -1.675887e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115719 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -16760738.000000 Penalty: 3830.922363
	Iteration 13Q: 3 clusters Score -1.676074e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118235 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -16761935.000000 Penalty: 3830.922363
	Iteration 14Q: 3 clusters Score -1.676194e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120520 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -16762878.000000 Penalty: 3830.922363
	Iteration 15Q: 3 clusters Score -1.676288e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122716 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -16763594.000000 Penalty: 3830.922363
	Iteration 16Q: 3 clusters Score -1.676359e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124630 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -16764100.000000 Penalty: 3830.922363
	Iteration 17Q: 3 clusters Score -1.67641e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126263 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -16764511.000000 Penalty: 3830.922363
	Iteration 18Q: 3 clusters Score -1.676451e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127639 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -16764956.000000 Penalty: 3830.922363
	Iteration 19Q: 3 clusters Score -1.676496e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128677 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -16765214.000000 Penalty: 3830.922363
	Iteration 20F: 3 clusters Score -1.676521e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129459 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -16765378.000000 Penalty: 3830.922363
	Iteration 21Q: 3 clusters Score -1.676538e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129988 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -16765497.000000 Penalty: 3830.922363
	Iteration 22Q: 3 clusters Score -1.67655e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130335 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -16765547.000000 Penalty: 3830.922363
	Iteration 23Q: 3 clusters Score -1.676555e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130569 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -16765594.000000 Penalty: 3830.922363
	Iteration 24Q: 3 clusters Score -1.676559e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130733 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -16765655.000000 Penalty: 3830.922363
	Iteration 25Q: 3 clusters Score -1.676566e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130837 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -16765650.000000 Penalty: 3830.922363
	Iteration 26Q: 3 clusters Score -1.676565e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130898 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -16765658.000000 Penalty: 3830.922363
	Iteration 27Q: 3 clusters Score -1.676566e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130940 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -16765640.000000 Penalty: 3830.922363
	Iteration 28Q: 3 clusters Score -1.676564e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130978 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -16765643.000000 Penalty: 3830.922363
	Iteration 29Q: 3 clusters Score -1.676564e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131007 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -16765666.000000 Penalty: 3830.922363
	Iteration 30Q: 3 clusters Score -1.676567e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131040 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -16765682.000000 Penalty: 3830.922363
	Iteration 31Q: 3 clusters Score -1.676568e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131063 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -16765701.000000 Penalty: 3830.922363
	Iteration 32Q: 3 clusters Score -1.67657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131079 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -16765709.000000 Penalty: 3830.922363
	Iteration 33Q: 3 clusters Score -1.676571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131086 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -16765717.000000 Penalty: 3830.922363
	Iteration 34Q: 3 clusters Score -1.676572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131097 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -16765713.000000 Penalty: 3830.922363
	Iteration 35Q: 3 clusters Score -1.676571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131106 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -16765722.000000 Penalty: 3830.922363
	Iteration 36Q: 3 clusters Score -1.676572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131113 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -16765742.000000 Penalty: 3830.922363
	Iteration 37Q: 3 clusters Score -1.676574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131124 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -16765751.000000 Penalty: 3830.922363
	Iteration 38Q: 3 clusters Score -1.676575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131128 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -16765752.000000 Penalty: 3830.922363
	Iteration 39Q: 3 clusters Score -1.676575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131131 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16765760.000000 Penalty: 3830.922363
	Iteration 40F: 3 clusters Score -1.676576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131137 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -16765772.000000 Penalty: 3830.922363
	Iteration 41Q: 3 clusters Score -1.676577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131139 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -16765768.000000 Penalty: 3830.922363
	Iteration 42Q: 3 clusters Score -1.676577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131148 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -16765778.000000 Penalty: 3830.922363
	Iteration 43Q: 3 clusters Score -1.676578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131152 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -16765768.000000 Penalty: 3830.922363
	Iteration 44Q: 3 clusters Score -1.676577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131155 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -16765777.000000 Penalty: 3830.922363
	Iteration 45Q: 3 clusters Score -1.676578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131157 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -16765791.000000 Penalty: 3830.922363
	Iteration 46Q: 3 clusters Score -1.676579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131161 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -16765780.000000 Penalty: 3830.922363
	Iteration 47Q: 3 clusters Score -1.676578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131165 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -16765800.000000 Penalty: 3830.922363
	Iteration 48Q: 3 clusters Score -1.67658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131170 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16765797.000000 Penalty: 3830.922363
	Iteration 49Q: 3 clusters Score -1.67658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131175 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -16765790.000000 Penalty: 3830.922363
	Iteration 50Q: 3 clusters Score -1.676579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131173 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -16765785.000000 Penalty: 3830.922363
	Iteration 51Q: 3 clusters Score -1.676578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131174 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -16765787.000000 Penalty: 3830.922363
	Iteration 52Q: 3 clusters Score -1.676579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131175 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -16765788.000000 Penalty: 3830.922363
	Iteration 53Q: 3 clusters Score -1.676579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131177 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -16765786.000000 Penalty: 3830.922363
	Iteration 54Q: 3 clusters Score -1.676579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131178 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -16765800.000000 Penalty: 3830.922363
	Iteration 55Q: 3 clusters Score -1.67658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131180 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -16765802.000000 Penalty: 3830.922363
	Iteration 56Q: 3 clusters Score -1.67658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131183 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -16765811.000000 Penalty: 3830.922363
	Iteration 57Q: 3 clusters Score -1.676581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131185 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -16765811.000000 Penalty: 3830.922363
	Iteration 58Q: 3 clusters Score -1.676581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131184 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -16765815.000000 Penalty: 3830.922363
	Iteration 59Q: 3 clusters Score -1.676582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131187 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -16765811.000000 Penalty: 3830.922363
	Iteration 60F: 3 clusters Score -1.676581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131190 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -16765812.000000 Penalty: 3830.922363
	Iteration 61Q: 3 clusters Score -1.676581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131194 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -16765817.000000 Penalty: 3830.922363
	Iteration 62Q: 3 clusters Score -1.676582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131197 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -16765828.000000 Penalty: 3830.922363
	Iteration 63Q: 3 clusters Score -1.676583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131200 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -16765824.000000 Penalty: 3830.922363
	Iteration 64Q: 3 clusters Score -1.676582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131206 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16765831.000000 Penalty: 3830.922363
	Iteration 65Q: 3 clusters Score -1.676583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131209 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -16765834.000000 Penalty: 3830.922363
	Iteration 66Q: 3 clusters Score -1.676583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131210 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16765830.000000 Penalty: 3830.922363
	Iteration 67Q: 3 clusters Score -1.676583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131210 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16765842.000000 Penalty: 3830.922363
	Iteration 68Q: 3 clusters Score -1.676584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131210 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16765842.000000 Penalty: 3830.922363
	Iteration 69F: 3 clusters Score -1.676584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Entering Unmasked Estep 
Score: -661971.312500 Penalty: 1385.080566
	Iteration 0F: 2 clusters Score -661971.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -657957.625000 Penalty: 2770.161133
	Iteration 0F: 3 clusters Score -657957.6 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -659089.687500 Penalty: 2770.161133
	Iteration 1F: 3 clusters Score -659089.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -659228.937500 Penalty: 2770.161133
	Iteration 2F: 3 clusters Score -659228.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -659308.687500 Penalty: 2770.161133
	Iteration 3Q: 3 clusters Score -659308.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -659387.812500 Penalty: 2770.161133
	Iteration 4Q: 3 clusters Score -659387.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -659465.687500 Penalty: 2770.161133
	Iteration 5Q: 3 clusters Score -659465.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -659536.250000 Penalty: 2770.161133
	Iteration 6Q: 3 clusters Score -659536.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -659618.125000 Penalty: 2770.161133
	Iteration 7Q: 3 clusters Score -659618.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -659705.437500 Penalty: 2770.161133
	Iteration 8Q: 3 clusters Score -659705.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -659800.125000 Penalty: 2770.161133
	Iteration 9Q: 3 clusters Score -659800.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -659899.750000 Penalty: 2770.161133
	Iteration 10Q: 3 clusters Score -659899.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -660020.875000 Penalty: 2770.161133
	Iteration 11Q: 3 clusters Score -660020.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -660144.750000 Penalty: 2770.161133
	Iteration 12Q: 3 clusters Score -660144.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -660266.062500 Penalty: 2770.161133
	Iteration 13Q: 3 clusters Score -660266.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -660367.312500 Penalty: 2770.161133
	Iteration 14Q: 3 clusters Score -660367.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -660447.687500 Penalty: 2770.161133
	Iteration 15Q: 3 clusters Score -660447.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -660517.750000 Penalty: 2770.161133
	Iteration 16Q: 3 clusters Score -660517.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -660571.750000 Penalty: 2770.161133
	Iteration 17Q: 3 clusters Score -660571.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -660610.937500 Penalty: 2770.161133
	Iteration 18Q: 3 clusters Score -660610.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -660642.812500 Penalty: 2770.161133
	Iteration 19Q: 3 clusters Score -660642.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -660672.062500 Penalty: 2770.161133
	Iteration 20F: 3 clusters Score -660672.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -660697.625000 Penalty: 2770.161133
	Iteration 21Q: 3 clusters Score -660697.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -660707.687500 Penalty: 2770.161133
	Iteration 22Q: 3 clusters Score -660707.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -660718.875000 Penalty: 2770.161133
	Iteration 23Q: 3 clusters Score -660718.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -660735.187500 Penalty: 2770.161133
	Iteration 24Q: 3 clusters Score -660735.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -660750.437500 Penalty: 2770.161133
	Iteration 25Q: 3 clusters Score -660750.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -660759.875000 Penalty: 2770.161133
	Iteration 26Q: 3 clusters Score -660759.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -660768.437500 Penalty: 2770.161133
	Iteration 27Q: 3 clusters Score -660768.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -660772.312500 Penalty: 2770.161133
	Iteration 28Q: 3 clusters Score -660772.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -660780.750000 Penalty: 2770.161133
	Iteration 29Q: 3 clusters Score -660780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -660786.625000 Penalty: 2770.161133
	Iteration 30Q: 3 clusters Score -660786.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -660790.312500 Penalty: 2770.161133
	Iteration 31Q: 3 clusters Score -660790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -660791.312500 Penalty: 2770.161133
	Iteration 32Q: 3 clusters Score -660791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -660792.625000 Penalty: 2770.161133
	Iteration 33Q: 3 clusters Score -660792.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -660793.875000 Penalty: 2770.161133
	Iteration 34Q: 3 clusters Score -660793.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -660793.875000 Penalty: 2770.161133
	Iteration 35F: 3 clusters Score -660793.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -26725.333984 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -26725.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26033.500000 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -26033.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26382.273438 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -26382.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26504.000000 Penalty: 1856.963135
	Iteration 2F: 3 clusters Score -26504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26522.212891 Penalty: 1856.963135
	Iteration 3Q: 3 clusters Score -26522.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26570.755859 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -26570.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26616.708984 Penalty: 1856.963135
	Iteration 5Q: 3 clusters Score -26616.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26622.769531 Penalty: 1856.963135
	Iteration 6Q: 3 clusters Score -26622.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26622.769531 Penalty: 1856.963135
	Iteration 7F: 3 clusters Score -26622.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Entering Unmasked Estep 
Score: -1933400.875000 Penalty: 1567.382202
	Iteration 0F: 2 clusters Score -1933401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1922866.000000 Penalty: 3134.764404
	Iteration 0F: 3 clusters Score -1922866 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1926546.250000 Penalty: 3134.764404
	Iteration 1F: 3 clusters Score -1926546 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1926894.500000 Penalty: 3134.764404
	Iteration 2F: 3 clusters Score -1926894 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1927264.500000 Penalty: 3134.764404
	Iteration 3F: 3 clusters Score -1927264 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1927691.625000 Penalty: 3134.764404
	Iteration 4F: 3 clusters Score -1927692 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1928226.500000 Penalty: 3134.764404
	Iteration 5F: 3 clusters Score -1928226 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1928867.000000 Penalty: 3134.764404
	Iteration 6F: 3 clusters Score -1928867 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1929542.500000 Penalty: 3134.764404
	Iteration 7F: 3 clusters Score -1929542 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1930233.375000 Penalty: 3134.764404
	Iteration 8F: 3 clusters Score -1930233 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1930784.000000 Penalty: 3134.764404
	Iteration 9Q: 3 clusters Score -1930784 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1931174.375000 Penalty: 3134.764404
	Iteration 10Q: 3 clusters Score -1931174 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1931440.500000 Penalty: 3134.764404
	Iteration 11Q: 3 clusters Score -1931440 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1931627.000000 Penalty: 3134.764404
	Iteration 12Q: 3 clusters Score -1931627 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1931739.875000 Penalty: 3134.764404
	Iteration 13Q: 3 clusters Score -1931740 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1931818.625000 Penalty: 3134.764404
	Iteration 14Q: 3 clusters Score -1931819 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1931882.125000 Penalty: 3134.764404
	Iteration 15Q: 3 clusters Score -1931882 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1931936.625000 Penalty: 3134.764404
	Iteration 16Q: 3 clusters Score -1931937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1931975.500000 Penalty: 3134.764404
	Iteration 17Q: 3 clusters Score -1931976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1931994.750000 Penalty: 3134.764404
	Iteration 18Q: 3 clusters Score -1931995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1932015.750000 Penalty: 3134.764404
	Iteration 19Q: 3 clusters Score -1932016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1932028.000000 Penalty: 3134.764404
	Iteration 20F: 3 clusters Score -1932028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1932043.750000 Penalty: 3134.764404
	Iteration 21Q: 3 clusters Score -1932044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1932053.000000 Penalty: 3134.764404
	Iteration 22Q: 3 clusters Score -1932053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1932063.500000 Penalty: 3134.764404
	Iteration 23Q: 3 clusters Score -1932064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1932078.375000 Penalty: 3134.764404
	Iteration 24Q: 3 clusters Score -1932078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1932083.625000 Penalty: 3134.764404
	Iteration 25Q: 3 clusters Score -1932084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1932086.750000 Penalty: 3134.764404
	Iteration 26Q: 3 clusters Score -1932087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1932089.625000 Penalty: 3134.764404
	Iteration 27Q: 3 clusters Score -1932090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1932089.125000 Penalty: 3134.764404
	Iteration 28Q: 3 clusters Score -1932089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1932093.250000 Penalty: 3134.764404
	Iteration 29Q: 3 clusters Score -1932093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1932093.500000 Penalty: 3134.764404
	Iteration 30Q: 3 clusters Score -1932094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1932094.375000 Penalty: 3134.764404
	Iteration 31Q: 3 clusters Score -1932094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1932099.125000 Penalty: 3134.764404
	Iteration 32Q: 3 clusters Score -1932099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1932102.375000 Penalty: 3134.764404
	Iteration 33Q: 3 clusters Score -1932102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1932104.000000 Penalty: 3134.764404
	Iteration 34Q: 3 clusters Score -1932104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1932106.000000 Penalty: 3134.764404
	Iteration 35Q: 3 clusters Score -1932106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1932107.750000 Penalty: 3134.764404
	Iteration 36Q: 3 clusters Score -1932108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1932108.375000 Penalty: 3134.764404
	Iteration 37Q: 3 clusters Score -1932108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1932108.125000 Penalty: 3134.764404
	Iteration 38Q: 3 clusters Score -1932108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1932108.125000 Penalty: 3134.764404
	Iteration 39F: 3 clusters Score -1932108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Entering Unmasked Estep 
Score: -4491146.000000 Penalty: 1713.271118
	Iteration 0F: 2 clusters Score -4491146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4465758.000000 Penalty: 3426.542236
	Iteration 0F: 3 clusters Score -4465758 nChanged 17636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -4476064.500000 Penalty: 3426.542236
	Iteration 1F: 3 clusters Score -4476064 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -4476854.000000 Penalty: 3426.542236
	Iteration 2F: 3 clusters Score -4476854 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -4477661.500000 Penalty: 3426.542236
	Iteration 3F: 3 clusters Score -4477662 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -4478559.500000 Penalty: 3426.542236
	Iteration 4F: 3 clusters Score -4478560 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -4479466.000000 Penalty: 3426.542236
	Iteration 5F: 3 clusters Score -4479466 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -4480573.500000 Penalty: 3426.542236
	Iteration 6F: 3 clusters Score -4480574 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -4481777.000000 Penalty: 3426.542236
	Iteration 7F: 3 clusters Score -4481777 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -4483093.500000 Penalty: 3426.542236
	Iteration 8F: 3 clusters Score -4483094 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -4484374.000000 Penalty: 3426.542236
	Iteration 9F: 3 clusters Score -4484374 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -4485643.000000 Penalty: 3426.542236
	Iteration 10Q: 3 clusters Score -4485643 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -4486734.500000 Penalty: 3426.542236
	Iteration 11Q: 3 clusters Score -4486734 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -4487556.000000 Penalty: 3426.542236
	Iteration 12Q: 3 clusters Score -4487556 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -4488154.500000 Penalty: 3426.542236
	Iteration 13Q: 3 clusters Score -4488154 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -4488570.500000 Penalty: 3426.542236
	Iteration 14Q: 3 clusters Score -4488570 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4488890.000000 Penalty: 3426.542236
	Iteration 15Q: 3 clusters Score -4488890 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4489181.500000 Penalty: 3426.542236
	Iteration 16Q: 3 clusters Score -4489182 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4489376.500000 Penalty: 3426.542236
	Iteration 17Q: 3 clusters Score -4489376 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4489493.000000 Penalty: 3426.542236
	Iteration 18Q: 3 clusters Score -4489493 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4489558.500000 Penalty: 3426.542236
	Iteration 19Q: 3 clusters Score -4489558 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4489618.500000 Penalty: 3426.542236
	Iteration 20F: 3 clusters Score -4489618 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4489689.000000 Penalty: 3426.542236
	Iteration 21Q: 3 clusters Score -4489689 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4489716.000000 Penalty: 3426.542236
	Iteration 22Q: 3 clusters Score -4489716 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4489752.000000 Penalty: 3426.542236
	Iteration 23Q: 3 clusters Score -4489752 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4489782.000000 Penalty: 3426.542236
	Iteration 24Q: 3 clusters Score -4489782 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4489805.000000 Penalty: 3426.542236
	Iteration 25Q: 3 clusters Score -4489805 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4489844.000000 Penalty: 3426.542236
	Iteration 26Q: 3 clusters Score -4489844 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4489858.000000 Penalty: 3426.542236
	Iteration 27Q: 3 clusters Score -4489858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4489880.500000 Penalty: 3426.542236
	Iteration 28Q: 3 clusters Score -4489880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4489906.000000 Penalty: 3426.542236
	Iteration 29Q: 3 clusters Score -4489906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4489917.500000 Penalty: 3426.542236
	Iteration 30Q: 3 clusters Score -4489918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4489923.500000 Penalty: 3426.542236
	Iteration 31Q: 3 clusters Score -4489924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4489934.000000 Penalty: 3426.542236
	Iteration 32Q: 3 clusters Score -4489934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4489940.500000 Penalty: 3426.542236
	Iteration 33Q: 3 clusters Score -4489940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4489947.500000 Penalty: 3426.542236
	Iteration 34Q: 3 clusters Score -4489948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4489952.500000 Penalty: 3426.542236
	Iteration 35Q: 3 clusters Score -4489952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4489957.500000 Penalty: 3426.542236
	Iteration 36Q: 3 clusters Score -4489958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4489968.500000 Penalty: 3426.542236
	Iteration 37Q: 3 clusters Score -4489968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4489969.500000 Penalty: 3426.542236
	Iteration 38Q: 3 clusters Score -4489970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4489978.500000 Penalty: 3426.542236
	Iteration 39Q: 3 clusters Score -4489978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4489977.000000 Penalty: 3426.542236
	Iteration 40F: 3 clusters Score -4489977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4489974.500000 Penalty: 3426.542236
	Iteration 41Q: 3 clusters Score -4489974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4489978.000000 Penalty: 3426.542236
	Iteration 42Q: 3 clusters Score -4489978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4489977.000000 Penalty: 3426.542236
	Iteration 43Q: 3 clusters Score -4489977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4489978.500000 Penalty: 3426.542236
	Iteration 44Q: 3 clusters Score -4489978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4489988.000000 Penalty: 3426.542236
	Iteration 45Q: 3 clusters Score -4489988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4489982.500000 Penalty: 3426.542236
	Iteration 46Q: 3 clusters Score -4489982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4489984.500000 Penalty: 3426.542236
	Iteration 47Q: 3 clusters Score -4489984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4489990.500000 Penalty: 3426.542236
	Iteration 48Q: 3 clusters Score -4489990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4489997.500000 Penalty: 3426.542236
	Iteration 49Q: 3 clusters Score -4489998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4489997.500000 Penalty: 3426.542236
	Iteration 50Q: 3 clusters Score -4489998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4489991.500000 Penalty: 3426.542236
	Iteration 51Q: 3 clusters Score -4489992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4489991.500000 Penalty: 3426.542236
	Iteration 52F: 3 clusters Score -4489992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Entering Unmasked Estep 
Score: -961345.187500 Penalty: 1452.468872
	Iteration 0F: 2 clusters Score -961345.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -955739.687500 Penalty: 2904.937744
	Iteration 0F: 3 clusters Score -955739.7 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -957500.125000 Penalty: 2904.937744
	Iteration 1F: 3 clusters Score -957500.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -957893.687500 Penalty: 2904.937744
	Iteration 2F: 3 clusters Score -957893.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -958346.875000 Penalty: 2904.937744
	Iteration 3F: 3 clusters Score -958346.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -958990.500000 Penalty: 2904.937744
	Iteration 4F: 3 clusters Score -958990.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -959733.812500 Penalty: 2904.937744
	Iteration 5F: 3 clusters Score -959733.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -960187.875000 Penalty: 2904.937744
	Iteration 6F: 3 clusters Score -960187.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -960463.062500 Penalty: 2904.937744
	Iteration 7Q: 3 clusters Score -960463.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -960636.125000 Penalty: 2904.937744
	Iteration 8Q: 3 clusters Score -960636.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -960735.125000 Penalty: 2904.937744
	Iteration 9Q: 3 clusters Score -960735.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -960785.937500 Penalty: 2904.937744
	Iteration 10Q: 3 clusters Score -960785.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -960820.187500 Penalty: 2904.937744
	Iteration 11Q: 3 clusters Score -960820.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -960844.437500 Penalty: 2904.937744
	Iteration 12Q: 3 clusters Score -960844.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -960865.500000 Penalty: 2904.937744
	Iteration 13Q: 3 clusters Score -960865.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -960884.062500 Penalty: 2904.937744
	Iteration 14Q: 3 clusters Score -960884.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -960895.562500 Penalty: 2904.937744
	Iteration 15Q: 3 clusters Score -960895.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -960905.812500 Penalty: 2904.937744
	Iteration 16Q: 3 clusters Score -960905.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -960914.312500 Penalty: 2904.937744
	Iteration 17Q: 3 clusters Score -960914.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -960920.875000 Penalty: 2904.937744
	Iteration 18Q: 3 clusters Score -960920.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -960924.000000 Penalty: 2904.937744
	Iteration 19Q: 3 clusters Score -960924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -960926.625000 Penalty: 2904.937744
	Iteration 20F: 3 clusters Score -960926.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -960928.125000 Penalty: 2904.937744
	Iteration 21Q: 3 clusters Score -960928.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -960932.562500 Penalty: 2904.937744
	Iteration 22Q: 3 clusters Score -960932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -960933.937500 Penalty: 2904.937744
	Iteration 23Q: 3 clusters Score -960933.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -960935.562500 Penalty: 2904.937744
	Iteration 24Q: 3 clusters Score -960935.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -960939.625000 Penalty: 2904.937744
	Iteration 25Q: 3 clusters Score -960939.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -960940.812500 Penalty: 2904.937744
	Iteration 26Q: 3 clusters Score -960940.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -960941.062500 Penalty: 2904.937744
	Iteration 27Q: 3 clusters Score -960941.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -960941.250000 Penalty: 2904.937744
	Iteration 28Q: 3 clusters Score -960941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -960942.375000 Penalty: 2904.937744
	Iteration 29Q: 3 clusters Score -960942.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -960944.687500 Penalty: 2904.937744
	Iteration 30Q: 3 clusters Score -960944.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -960944.125000 Penalty: 2904.937744
	Iteration 31Q: 3 clusters Score -960944.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -960944.125000 Penalty: 2904.937744
	Iteration 32F: 3 clusters Score -960944.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Entering Unmasked Estep 
Score: -690730.312500 Penalty: 1398.434814
	Iteration 0F: 2 clusters Score -690730.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -686503.750000 Penalty: 2796.869629
	Iteration 0F: 3 clusters Score -686503.8 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -688064.562500 Penalty: 2796.869629
	Iteration 1F: 3 clusters Score -688064.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -688553.062500 Penalty: 2796.869629
	Iteration 2F: 3 clusters Score -688553.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -688909.250000 Penalty: 2796.869629
	Iteration 3F: 3 clusters Score -688909.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -689180.250000 Penalty: 2796.869629
	Iteration 4F: 3 clusters Score -689180.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -689371.875000 Penalty: 2796.869629
	Iteration 5F: 3 clusters Score -689371.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -689522.937500 Penalty: 2796.869629
	Iteration 6Q: 3 clusters Score -689522.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -689617.187500 Penalty: 2796.869629
	Iteration 7Q: 3 clusters Score -689617.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -689675.125000 Penalty: 2796.869629
	Iteration 8Q: 3 clusters Score -689675.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -689709.687500 Penalty: 2796.869629
	Iteration 9Q: 3 clusters Score -689709.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -689730.937500 Penalty: 2796.869629
	Iteration 10Q: 3 clusters Score -689730.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -689750.812500 Penalty: 2796.869629
	Iteration 11Q: 3 clusters Score -689750.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -689761.812500 Penalty: 2796.869629
	Iteration 12Q: 3 clusters Score -689761.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -689769.000000 Penalty: 2796.869629
	Iteration 13Q: 3 clusters Score -689769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -689777.937500 Penalty: 2796.869629
	Iteration 14Q: 3 clusters Score -689777.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -689784.187500 Penalty: 2796.869629
	Iteration 15Q: 3 clusters Score -689784.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -689789.687500 Penalty: 2796.869629
	Iteration 16Q: 3 clusters Score -689789.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -689794.500000 Penalty: 2796.869629
	Iteration 17Q: 3 clusters Score -689794.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -689797.750000 Penalty: 2796.869629
	Iteration 18Q: 3 clusters Score -689797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -689797.625000 Penalty: 2796.869629
	Iteration 19Q: 3 clusters Score -689797.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -689799.187500 Penalty: 2796.869629
	Iteration 20F: 3 clusters Score -689799.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -689801.187500 Penalty: 2796.869629
	Iteration 21Q: 3 clusters Score -689801.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -689800.812500 Penalty: 2796.869629
	Iteration 22Q: 3 clusters Score -689800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -689802.437500 Penalty: 2796.869629
	Iteration 23Q: 3 clusters Score -689802.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -689804.000000 Penalty: 2796.869629
	Iteration 24Q: 3 clusters Score -689804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -689804.062500 Penalty: 2796.869629
	Iteration 25Q: 3 clusters Score -689804.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -689804.062500 Penalty: 2796.869629
	Iteration 26F: 3 clusters Score -689804.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Entering Unmasked Estep 
Score: -3827507.500000 Penalty: 1676.526489
	Iteration 0F: 2 clusters Score -3827508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3807124.250000 Penalty: 3353.052979
	Iteration 0F: 3 clusters Score -3807124 nChanged 13896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3815258.500000 Penalty: 3353.052979
	Iteration 1F: 3 clusters Score -3815258 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3816040.000000 Penalty: 3353.052979
	Iteration 2F: 3 clusters Score -3816040 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3816858.250000 Penalty: 3353.052979
	Iteration 3F: 3 clusters Score -3816858 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3817723.000000 Penalty: 3353.052979
	Iteration 4F: 3 clusters Score -3817723 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3818506.250000 Penalty: 3353.052979
	Iteration 5F: 3 clusters Score -3818506 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3819272.500000 Penalty: 3353.052979
	Iteration 6F: 3 clusters Score -3819272 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -3820058.250000 Penalty: 3353.052979
	Iteration 7Q: 3 clusters Score -3820058 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3820853.000000 Penalty: 3353.052979
	Iteration 8Q: 3 clusters Score -3820853 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3821747.000000 Penalty: 3353.052979
	Iteration 9Q: 3 clusters Score -3821747 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3822603.000000 Penalty: 3353.052979
	Iteration 10Q: 3 clusters Score -3822603 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -3823275.500000 Penalty: 3353.052979
	Iteration 11Q: 3 clusters Score -3823276 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3823737.750000 Penalty: 3353.052979
	Iteration 12Q: 3 clusters Score -3823738 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3824087.750000 Penalty: 3353.052979
	Iteration 13Q: 3 clusters Score -3824088 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3824390.000000 Penalty: 3353.052979
	Iteration 14Q: 3 clusters Score -3824390 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -3824671.750000 Penalty: 3353.052979
	Iteration 15Q: 3 clusters Score -3824672 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3824943.000000 Penalty: 3353.052979
	Iteration 16Q: 3 clusters Score -3824943 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3825209.250000 Penalty: 3353.052979
	Iteration 17Q: 3 clusters Score -3825209 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3825402.000000 Penalty: 3353.052979
	Iteration 18Q: 3 clusters Score -3825402 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3825551.000000 Penalty: 3353.052979
	Iteration 19Q: 3 clusters Score -3825551 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -3825689.000000 Penalty: 3353.052979
	Iteration 20F: 3 clusters Score -3825689 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3825807.250000 Penalty: 3353.052979
	Iteration 21Q: 3 clusters Score -3825807 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3825894.000000 Penalty: 3353.052979
	Iteration 22Q: 3 clusters Score -3825894 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -3825983.000000 Penalty: 3353.052979
	Iteration 23Q: 3 clusters Score -3825983 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3826090.750000 Penalty: 3353.052979
	Iteration 24Q: 3 clusters Score -3826091 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3826162.250000 Penalty: 3353.052979
	Iteration 25Q: 3 clusters Score -3826162 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -3826221.500000 Penalty: 3353.052979
	Iteration 26Q: 3 clusters Score -3826222 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3826276.250000 Penalty: 3353.052979
	Iteration 27Q: 3 clusters Score -3826276 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -3826323.500000 Penalty: 3353.052979
	Iteration 28Q: 3 clusters Score -3826324 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3826361.000000 Penalty: 3353.052979
	Iteration 29Q: 3 clusters Score -3826361 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -3826411.500000 Penalty: 3353.052979
	Iteration 30Q: 3 clusters Score -3826412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3826445.750000 Penalty: 3353.052979
	Iteration 31Q: 3 clusters Score -3826446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -3826472.500000 Penalty: 3353.052979
	Iteration 32Q: 3 clusters Score -3826472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3826489.750000 Penalty: 3353.052979
	Iteration 33Q: 3 clusters Score -3826490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -3826501.250000 Penalty: 3353.052979
	Iteration 34Q: 3 clusters Score -3826501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3826509.000000 Penalty: 3353.052979
	Iteration 35Q: 3 clusters Score -3826509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3826510.250000 Penalty: 3353.052979
	Iteration 36Q: 3 clusters Score -3826510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3826515.750000 Penalty: 3353.052979
	Iteration 37Q: 3 clusters Score -3826516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3826516.000000 Penalty: 3353.052979
	Iteration 38Q: 3 clusters Score -3826516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -3826517.750000 Penalty: 3353.052979
	Iteration 39Q: 3 clusters Score -3826518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -3826525.000000 Penalty: 3353.052979
	Iteration 40F: 3 clusters Score -3826525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3826527.500000 Penalty: 3353.052979
	Iteration 41Q: 3 clusters Score -3826528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3826528.250000 Penalty: 3353.052979
	Iteration 42Q: 3 clusters Score -3826528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -3826532.250000 Penalty: 3353.052979
	Iteration 43Q: 3 clusters Score -3826532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3826534.250000 Penalty: 3353.052979
	Iteration 44Q: 3 clusters Score -3826534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3826534.500000 Penalty: 3353.052979
	Iteration 45Q: 3 clusters Score -3826534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3826535.250000 Penalty: 3353.052979
	Iteration 46Q: 3 clusters Score -3826535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3826536.000000 Penalty: 3353.052979
	Iteration 47Q: 3 clusters Score -3826536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3826536.000000 Penalty: 3353.052979
	Iteration 48F: 3 clusters Score -3826536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Entering Unmasked Estep 
Score: -4236303.500000 Penalty: 1690.948486
	Iteration 0F: 2 clusters Score -4236304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -4214196.000000 Penalty: 3381.896973
	Iteration 0F: 3 clusters Score -4214196 nChanged 15245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4223323.500000 Penalty: 3381.896973
	Iteration 1F: 3 clusters Score -4223324 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -4224364.000000 Penalty: 3381.896973
	Iteration 2F: 3 clusters Score -4224364 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -4225736.500000 Penalty: 3381.896973
	Iteration 3F: 3 clusters Score -4225736 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -4227451.500000 Penalty: 3381.896973
	Iteration 4F: 3 clusters Score -4227452 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -4229492.000000 Penalty: 3381.896973
	Iteration 5F: 3 clusters Score -4229492 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -4231344.500000 Penalty: 3381.896973
	Iteration 6F: 3 clusters Score -4231344 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -4232631.500000 Penalty: 3381.896973
	Iteration 7F: 3 clusters Score -4232632 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -4233357.500000 Penalty: 3381.896973
	Iteration 8Q: 3 clusters Score -4233358 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -4233860.500000 Penalty: 3381.896973
	Iteration 9Q: 3 clusters Score -4233860 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -4234199.500000 Penalty: 3381.896973
	Iteration 10Q: 3 clusters Score -4234200 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -4234480.500000 Penalty: 3381.896973
	Iteration 11Q: 3 clusters Score -4234480 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -4234728.500000 Penalty: 3381.896973
	Iteration 12Q: 3 clusters Score -4234728 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -4234952.000000 Penalty: 3381.896973
	Iteration 13Q: 3 clusters Score -4234952 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -4235108.500000 Penalty: 3381.896973
	Iteration 14Q: 3 clusters Score -4235108 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4235230.500000 Penalty: 3381.896973
	Iteration 15Q: 3 clusters Score -4235230 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -4235327.500000 Penalty: 3381.896973
	Iteration 16Q: 3 clusters Score -4235328 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4235393.000000 Penalty: 3381.896973
	Iteration 17Q: 3 clusters Score -4235393 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -4235457.500000 Penalty: 3381.896973
	Iteration 18Q: 3 clusters Score -4235458 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4235525.000000 Penalty: 3381.896973
	Iteration 19Q: 3 clusters Score -4235525 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -4235574.000000 Penalty: 3381.896973
	Iteration 20F: 3 clusters Score -4235574 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -4235611.000000 Penalty: 3381.896973
	Iteration 21Q: 3 clusters Score -4235611 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4235644.000000 Penalty: 3381.896973
	Iteration 22Q: 3 clusters Score -4235644 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4235672.000000 Penalty: 3381.896973
	Iteration 23Q: 3 clusters Score -4235672 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4235685.500000 Penalty: 3381.896973
	Iteration 24Q: 3 clusters Score -4235686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4235706.000000 Penalty: 3381.896973
	Iteration 25Q: 3 clusters Score -4235706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4235719.500000 Penalty: 3381.896973
	Iteration 26Q: 3 clusters Score -4235720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4235727.500000 Penalty: 3381.896973
	Iteration 27Q: 3 clusters Score -4235728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4235730.000000 Penalty: 3381.896973
	Iteration 28Q: 3 clusters Score -4235730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4235733.000000 Penalty: 3381.896973
	Iteration 29Q: 3 clusters Score -4235733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4235734.000000 Penalty: 3381.896973
	Iteration 30Q: 3 clusters Score -4235734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4235746.500000 Penalty: 3381.896973
	Iteration 31Q: 3 clusters Score -4235746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4235756.500000 Penalty: 3381.896973
	Iteration 32Q: 3 clusters Score -4235756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4235769.000000 Penalty: 3381.896973
	Iteration 33Q: 3 clusters Score -4235769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4235766.000000 Penalty: 3381.896973
	Iteration 34Q: 3 clusters Score -4235766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4235768.000000 Penalty: 3381.896973
	Iteration 35Q: 3 clusters Score -4235768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4235764.000000 Penalty: 3381.896973
	Iteration 36Q: 3 clusters Score -4235764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4235762.000000 Penalty: 3381.896973
	Iteration 37Q: 3 clusters Score -4235762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4235769.000000 Penalty: 3381.896973
	Iteration 38Q: 3 clusters Score -4235769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4235771.000000 Penalty: 3381.896973
	Iteration 39Q: 3 clusters Score -4235771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4235778.000000 Penalty: 3381.896973
	Iteration 40F: 3 clusters Score -4235778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4235774.000000 Penalty: 3381.896973
	Iteration 41Q: 3 clusters Score -4235774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4235772.500000 Penalty: 3381.896973
	Iteration 42Q: 3 clusters Score -4235772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4235770.500000 Penalty: 3381.896973
	Iteration 43Q: 3 clusters Score -4235770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4235775.000000 Penalty: 3381.896973
	Iteration 44Q: 3 clusters Score -4235775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4235779.000000 Penalty: 3381.896973
	Iteration 45Q: 3 clusters Score -4235779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4235777.500000 Penalty: 3381.896973
	Iteration 46Q: 3 clusters Score -4235778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4235775.500000 Penalty: 3381.896973
	Iteration 47Q: 3 clusters Score -4235776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4235776.500000 Penalty: 3381.896973
	Iteration 48Q: 3 clusters Score -4235776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4235785.000000 Penalty: 3381.896973
	Iteration 49Q: 3 clusters Score -4235785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4235787.000000 Penalty: 3381.896973
	Iteration 50Q: 3 clusters Score -4235787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4235790.500000 Penalty: 3381.896973
	Iteration 51Q: 3 clusters Score -4235790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4235794.000000 Penalty: 3381.896973
	Iteration 52Q: 3 clusters Score -4235794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4235796.000000 Penalty: 3381.896973
	Iteration 53Q: 3 clusters Score -4235796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4235791.000000 Penalty: 3381.896973
	Iteration 54Q: 3 clusters Score -4235791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4235794.500000 Penalty: 3381.896973
	Iteration 55Q: 3 clusters Score -4235794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4235791.500000 Penalty: 3381.896973
	Iteration 56Q: 3 clusters Score -4235792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4235794.500000 Penalty: 3381.896973
	Iteration 57Q: 3 clusters Score -4235794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4235803.000000 Penalty: 3381.896973
	Iteration 58Q: 3 clusters Score -4235803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4235804.000000 Penalty: 3381.896973
	Iteration 59Q: 3 clusters Score -4235804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4235804.000000 Penalty: 3381.896973
	Iteration 60F: 3 clusters Score -4235804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Entering Unmasked Estep 
Score: -415289.562500 Penalty: 1342.372192
	Iteration 0F: 2 clusters Score -415289.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -412043.781250 Penalty: 2684.744385
	Iteration 0F: 3 clusters Score -412043.8 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -413034.625000 Penalty: 2684.744385
	Iteration 1F: 3 clusters Score -413034.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -413429.656250 Penalty: 2684.744385
	Iteration 2F: 3 clusters Score -413429.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -413824.468750 Penalty: 2684.744385
	Iteration 3F: 3 clusters Score -413824.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -414067.062500 Penalty: 2684.744385
	Iteration 4F: 3 clusters Score -414067.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -414255.562500 Penalty: 2684.744385
	Iteration 5F: 3 clusters Score -414255.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -414411.625000 Penalty: 2684.744385
	Iteration 6Q: 3 clusters Score -414411.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -414516.093750 Penalty: 2684.744385
	Iteration 7Q: 3 clusters Score -414516.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -414596.437500 Penalty: 2684.744385
	Iteration 8Q: 3 clusters Score -414596.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -414660.562500 Penalty: 2684.744385
	Iteration 9Q: 3 clusters Score -414660.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -414719.406250 Penalty: 2684.744385
	Iteration 10Q: 3 clusters Score -414719.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -414777.375000 Penalty: 2684.744385
	Iteration 11Q: 3 clusters Score -414777.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -414825.875000 Penalty: 2684.744385
	Iteration 12Q: 3 clusters Score -414825.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -414887.937500 Penalty: 2684.744385
	Iteration 13Q: 3 clusters Score -414887.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -414968.906250 Penalty: 2684.744385
	Iteration 14Q: 3 clusters Score -414968.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -415020.343750 Penalty: 2684.744385
	Iteration 15Q: 3 clusters Score -415020.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -415061.437500 Penalty: 2684.744385
	Iteration 16Q: 3 clusters Score -415061.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -415079.531250 Penalty: 2684.744385
	Iteration 17Q: 3 clusters Score -415079.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -415092.156250 Penalty: 2684.744385
	Iteration 18Q: 3 clusters Score -415092.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -415100.750000 Penalty: 2684.744385
	Iteration 19Q: 3 clusters Score -415100.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -415104.812500 Penalty: 2684.744385
	Iteration 20F: 3 clusters Score -415104.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -415108.718750 Penalty: 2684.744385
	Iteration 21Q: 3 clusters Score -415108.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -415111.906250 Penalty: 2684.744385
	Iteration 22Q: 3 clusters Score -415111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -415112.968750 Penalty: 2684.744385
	Iteration 23Q: 3 clusters Score -415113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -415115.312500 Penalty: 2684.744385
	Iteration 24Q: 3 clusters Score -415115.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -415116.031250 Penalty: 2684.744385
	Iteration 25Q: 3 clusters Score -415116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -415117.156250 Penalty: 2684.744385
	Iteration 26Q: 3 clusters Score -415117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -415118.812500 Penalty: 2684.744385
	Iteration 27Q: 3 clusters Score -415118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -415119.625000 Penalty: 2684.744385
	Iteration 28Q: 3 clusters Score -415119.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -415120.406250 Penalty: 2684.744385
	Iteration 29Q: 3 clusters Score -415120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -415121.750000 Penalty: 2684.744385
	Iteration 30Q: 3 clusters Score -415121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -415123.281250 Penalty: 2684.744385
	Iteration 31Q: 3 clusters Score -415123.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -415124.718750 Penalty: 2684.744385
	Iteration 32Q: 3 clusters Score -415124.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -415124.187500 Penalty: 2684.744385
	Iteration 33Q: 3 clusters Score -415124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -415125.156250 Penalty: 2684.744385
	Iteration 34Q: 3 clusters Score -415125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -415125.750000 Penalty: 2684.744385
	Iteration 35Q: 3 clusters Score -415125.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -415126.656250 Penalty: 2684.744385
	Iteration 36Q: 3 clusters Score -415126.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -415126.687500 Penalty: 2684.744385
	Iteration 37Q: 3 clusters Score -415126.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -415127.968750 Penalty: 2684.744385
	Iteration 38Q: 3 clusters Score -415128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -415129.906250 Penalty: 2684.744385
	Iteration 39Q: 3 clusters Score -415129.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -415132.562500 Penalty: 2684.744385
	Iteration 40F: 3 clusters Score -415132.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -415133.187500 Penalty: 2684.744385
	Iteration 41Q: 3 clusters Score -415133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -415134.500000 Penalty: 2684.744385
	Iteration 42Q: 3 clusters Score -415134.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -415135.500000 Penalty: 2684.744385
	Iteration 43Q: 3 clusters Score -415135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -415135.718750 Penalty: 2684.744385
	Iteration 44Q: 3 clusters Score -415135.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -415135.718750 Penalty: 2684.744385
	Iteration 45F: 3 clusters Score -415135.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Entering Unmasked Estep 
Score: -1090112.750000 Penalty: 1475.574707
	Iteration 0F: 2 clusters Score -1090113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1083689.625000 Penalty: 2951.149414
	Iteration 0F: 3 clusters Score -1083690 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1085643.000000 Penalty: 2951.149414
	Iteration 1F: 3 clusters Score -1085643 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1085888.625000 Penalty: 2951.149414
	Iteration 2F: 3 clusters Score -1085889 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1086071.750000 Penalty: 2951.149414
	Iteration 3Q: 3 clusters Score -1086072 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1086223.875000 Penalty: 2951.149414
	Iteration 4Q: 3 clusters Score -1086224 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1086338.625000 Penalty: 2951.149414
	Iteration 5Q: 3 clusters Score -1086339 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1086426.875000 Penalty: 2951.149414
	Iteration 6Q: 3 clusters Score -1086427 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1086506.250000 Penalty: 2951.149414
	Iteration 7Q: 3 clusters Score -1086506 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1086586.000000 Penalty: 2951.149414
	Iteration 8Q: 3 clusters Score -1086586 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1086667.750000 Penalty: 2951.149414
	Iteration 9Q: 3 clusters Score -1086668 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1086761.125000 Penalty: 2951.149414
	Iteration 10Q: 3 clusters Score -1086761 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1086861.750000 Penalty: 2951.149414
	Iteration 11Q: 3 clusters Score -1086862 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1086974.125000 Penalty: 2951.149414
	Iteration 12Q: 3 clusters Score -1086974 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1087109.125000 Penalty: 2951.149414
	Iteration 13Q: 3 clusters Score -1087109 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1087216.000000 Penalty: 2951.149414
	Iteration 14Q: 3 clusters Score -1087216 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1087317.125000 Penalty: 2951.149414
	Iteration 15Q: 3 clusters Score -1087317 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1087408.375000 Penalty: 2951.149414
	Iteration 16Q: 3 clusters Score -1087408 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1087473.500000 Penalty: 2951.149414
	Iteration 17Q: 3 clusters Score -1087474 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1087521.000000 Penalty: 2951.149414
	Iteration 18Q: 3 clusters Score -1087521 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1087554.375000 Penalty: 2951.149414
	Iteration 19Q: 3 clusters Score -1087554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1087581.625000 Penalty: 2951.149414
	Iteration 20F: 3 clusters Score -1087582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1087607.125000 Penalty: 2951.149414
	Iteration 21Q: 3 clusters Score -1087607 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1087630.750000 Penalty: 2951.149414
	Iteration 22Q: 3 clusters Score -1087631 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1087650.375000 Penalty: 2951.149414
	Iteration 23Q: 3 clusters Score -1087650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1087665.375000 Penalty: 2951.149414
	Iteration 24Q: 3 clusters Score -1087665 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1087686.250000 Penalty: 2951.149414
	Iteration 25Q: 3 clusters Score -1087686 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1087698.625000 Penalty: 2951.149414
	Iteration 26Q: 3 clusters Score -1087699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1087712.250000 Penalty: 2951.149414
	Iteration 27Q: 3 clusters Score -1087712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1087725.125000 Penalty: 2951.149414
	Iteration 28Q: 3 clusters Score -1087725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1087733.750000 Penalty: 2951.149414
	Iteration 29Q: 3 clusters Score -1087734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1087752.000000 Penalty: 2951.149414
	Iteration 30Q: 3 clusters Score -1087752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1087770.375000 Penalty: 2951.149414
	Iteration 31Q: 3 clusters Score -1087770 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1087787.375000 Penalty: 2951.149414
	Iteration 32Q: 3 clusters Score -1087787 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1087811.375000 Penalty: 2951.149414
	Iteration 33Q: 3 clusters Score -1087811 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1087829.250000 Penalty: 2951.149414
	Iteration 34Q: 3 clusters Score -1087829 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1087850.500000 Penalty: 2951.149414
	Iteration 35Q: 3 clusters Score -1087850 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1087871.375000 Penalty: 2951.149414
	Iteration 36Q: 3 clusters Score -1087871 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1087895.875000 Penalty: 2951.149414
	Iteration 37Q: 3 clusters Score -1087896 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1087925.250000 Penalty: 2951.149414
	Iteration 38Q: 3 clusters Score -1087925 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1087954.625000 Penalty: 2951.149414
	Iteration 39Q: 3 clusters Score -1087955 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1087981.500000 Penalty: 2951.149414
	Iteration 40F: 3 clusters Score -1087982 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1088014.250000 Penalty: 2951.149414
	Iteration 41Q: 3 clusters Score -1088014 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1088053.750000 Penalty: 2951.149414
	Iteration 42Q: 3 clusters Score -1088054 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1088094.375000 Penalty: 2951.149414
	Iteration 43Q: 3 clusters Score -1088094 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1088132.500000 Penalty: 2951.149414
	Iteration 44Q: 3 clusters Score -1088132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1088171.250000 Penalty: 2951.149414
	Iteration 45Q: 3 clusters Score -1088171 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1088208.000000 Penalty: 2951.149414
	Iteration 46Q: 3 clusters Score -1088208 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1088243.375000 Penalty: 2951.149414
	Iteration 47Q: 3 clusters Score -1088243 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1088297.250000 Penalty: 2951.149414
	Iteration 48Q: 3 clusters Score -1088297 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1088342.625000 Penalty: 2951.149414
	Iteration 49Q: 3 clusters Score -1088343 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1088394.875000 Penalty: 2951.149414
	Iteration 50Q: 3 clusters Score -1088395 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1088450.750000 Penalty: 2951.149414
	Iteration 51Q: 3 clusters Score -1088451 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1088506.000000 Penalty: 2951.149414
	Iteration 52Q: 3 clusters Score -1088506 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1088561.250000 Penalty: 2951.149414
	Iteration 53Q: 3 clusters Score -1088561 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1088611.750000 Penalty: 2951.149414
	Iteration 54Q: 3 clusters Score -1088612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1088647.625000 Penalty: 2951.149414
	Iteration 55Q: 3 clusters Score -1088648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1088680.500000 Penalty: 2951.149414
	Iteration 56Q: 3 clusters Score -1088680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1088706.750000 Penalty: 2951.149414
	Iteration 57Q: 3 clusters Score -1088707 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1088733.875000 Penalty: 2951.149414
	Iteration 58Q: 3 clusters Score -1088734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1088756.500000 Penalty: 2951.149414
	Iteration 59Q: 3 clusters Score -1088756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1088773.375000 Penalty: 2951.149414
	Iteration 60F: 3 clusters Score -1088773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1088784.750000 Penalty: 2951.149414
	Iteration 61Q: 3 clusters Score -1088785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1088794.875000 Penalty: 2951.149414
	Iteration 62Q: 3 clusters Score -1088795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1088806.000000 Penalty: 2951.149414
	Iteration 63Q: 3 clusters Score -1088806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1088819.375000 Penalty: 2951.149414
	Iteration 64Q: 3 clusters Score -1088819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1088827.125000 Penalty: 2951.149414
	Iteration 65Q: 3 clusters Score -1088827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1088832.750000 Penalty: 2951.149414
	Iteration 66Q: 3 clusters Score -1088833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1088836.625000 Penalty: 2951.149414
	Iteration 67Q: 3 clusters Score -1088837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1088839.875000 Penalty: 2951.149414
	Iteration 68Q: 3 clusters Score -1088840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1088844.000000 Penalty: 2951.149414
	Iteration 69Q: 3 clusters Score -1088844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1088846.750000 Penalty: 2951.149414
	Iteration 70Q: 3 clusters Score -1088847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1088849.750000 Penalty: 2951.149414
	Iteration 71Q: 3 clusters Score -1088850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1088850.750000 Penalty: 2951.149414
	Iteration 72Q: 3 clusters Score -1088851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1088851.875000 Penalty: 2951.149414
	Iteration 73Q: 3 clusters Score -1088852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1088853.750000 Penalty: 2951.149414
	Iteration 74Q: 3 clusters Score -1088854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1088853.875000 Penalty: 2951.149414
	Iteration 75Q: 3 clusters Score -1088854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1088853.875000 Penalty: 2951.149414
	Iteration 76F: 3 clusters Score -1088854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Entering Unmasked Estep 
Score: -3751714.500000 Penalty: 1672.313721
	Iteration 0F: 2 clusters Score -3751714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3731886.500000 Penalty: 3344.627441
	Iteration 0F: 3 clusters Score -3731886 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3739510.750000 Penalty: 3344.627441
	Iteration 1F: 3 clusters Score -3739511 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -3739949.000000 Penalty: 3344.627441
	Iteration 2Q: 3 clusters Score -3739949 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -3740464.750000 Penalty: 3344.627441
	Iteration 3Q: 3 clusters Score -3740465 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -3741199.000000 Penalty: 3344.627441
	Iteration 4F: 3 clusters Score -3741199 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3742206.000000 Penalty: 3344.627441
	Iteration 5F: 3 clusters Score -3742206 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -3743606.750000 Penalty: 3344.627441
	Iteration 6F: 3 clusters Score -3743607 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -3745285.000000 Penalty: 3344.627441
	Iteration 7F: 3 clusters Score -3745285 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3747021.250000 Penalty: 3344.627441
	Iteration 8F: 3 clusters Score -3747021 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3748412.250000 Penalty: 3344.627441
	Iteration 9F: 3 clusters Score -3748412 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3749364.750000 Penalty: 3344.627441
	Iteration 10Q: 3 clusters Score -3749365 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3749836.000000 Penalty: 3344.627441
	Iteration 11Q: 3 clusters Score -3749836 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3750043.500000 Penalty: 3344.627441
	Iteration 12Q: 3 clusters Score -3750044 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3750137.000000 Penalty: 3344.627441
	Iteration 13Q: 3 clusters Score -3750137 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3750204.250000 Penalty: 3344.627441
	Iteration 14Q: 3 clusters Score -3750204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3750231.000000 Penalty: 3344.627441
	Iteration 15Q: 3 clusters Score -3750231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3750243.000000 Penalty: 3344.627441
	Iteration 16Q: 3 clusters Score -3750243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3750249.500000 Penalty: 3344.627441
	Iteration 17Q: 3 clusters Score -3750250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3750254.500000 Penalty: 3344.627441
	Iteration 18Q: 3 clusters Score -3750254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3750261.500000 Penalty: 3344.627441
	Iteration 19Q: 3 clusters Score -3750262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3750265.250000 Penalty: 3344.627441
	Iteration 20F: 3 clusters Score -3750265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Entering Unmasked Estep 
Score: -2144054.250000 Penalty: 1580.742310
	Iteration 0F: 2 clusters Score -2144054 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 8280 members 
Entering Unmasked Estep 
Score: -2132602.000000 Penalty: 3161.484619
	Iteration 0F: 3 clusters Score -2132602 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2136663.500000 Penalty: 3161.484619
	Iteration 1F: 3 clusters Score -2136664 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2136976.750000 Penalty: 3161.484619
	Iteration 2Q: 3 clusters Score -2136977 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2137275.500000 Penalty: 3161.484619
	Iteration 3Q: 3 clusters Score -2137276 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2137596.000000 Penalty: 3161.484619
	Iteration 4Q: 3 clusters Score -2137596 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2137953.750000 Penalty: 3161.484619
	Iteration 5Q: 3 clusters Score -2137954 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2138395.500000 Penalty: 3161.484619
	Iteration 6Q: 3 clusters Score -2138396 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2138917.750000 Penalty: 3161.484619
	Iteration 7F: 3 clusters Score -2138918 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2139560.250000 Penalty: 3161.484619
	Iteration 8F: 3 clusters Score -2139560 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2140354.500000 Penalty: 3161.484619
	Iteration 9F: 3 clusters Score -2140354 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2141072.750000 Penalty: 3161.484619
	Iteration 10F: 3 clusters Score -2141073 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2141648.750000 Penalty: 3161.484619
	Iteration 11Q: 3 clusters Score -2141649 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2142112.000000 Penalty: 3161.484619
	Iteration 12Q: 3 clusters Score -2142112 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2142373.750000 Penalty: 3161.484619
	Iteration 13Q: 3 clusters Score -2142374 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2142508.250000 Penalty: 3161.484619
	Iteration 14Q: 3 clusters Score -2142508 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2142573.500000 Penalty: 3161.484619
	Iteration 15Q: 3 clusters Score -2142574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2142614.000000 Penalty: 3161.484619
	Iteration 16Q: 3 clusters Score -2142614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2142647.500000 Penalty: 3161.484619
	Iteration 17Q: 3 clusters Score -2142648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2142666.750000 Penalty: 3161.484619
	Iteration 18Q: 3 clusters Score -2142667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2142671.750000 Penalty: 3161.484619
	Iteration 19Q: 3 clusters Score -2142672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2142673.000000 Penalty: 3161.484619
	Iteration 20F: 3 clusters Score -2142673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2142674.000000 Penalty: 3161.484619
	Iteration 21Q: 3 clusters Score -2142674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2142674.000000 Penalty: 3161.484619
	Iteration 22F: 3 clusters Score -2142674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Entering Unmasked Estep 
Score: -447985.250000 Penalty: 1329.892822
	Iteration 0F: 2 clusters Score -447985.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -444841.156250 Penalty: 2659.785645
	Iteration 0F: 3 clusters Score -444841.2 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -445762.687500 Penalty: 2659.785645
	Iteration 1F: 3 clusters Score -445762.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -446060.093750 Penalty: 2659.785645
	Iteration 2F: 3 clusters Score -446060.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -446267.468750 Penalty: 2659.785645
	Iteration 3F: 3 clusters Score -446267.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -446456.093750 Penalty: 2659.785645
	Iteration 4F: 3 clusters Score -446456.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -446649.250000 Penalty: 2659.785645
	Iteration 5F: 3 clusters Score -446649.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -446823.187500 Penalty: 2659.785645
	Iteration 6F: 3 clusters Score -446823.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -446974.843750 Penalty: 2659.785645
	Iteration 7F: 3 clusters Score -446974.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -447070.562500 Penalty: 2659.785645
	Iteration 8Q: 3 clusters Score -447070.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -447129.312500 Penalty: 2659.785645
	Iteration 9Q: 3 clusters Score -447129.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -447164.281250 Penalty: 2659.785645
	Iteration 10Q: 3 clusters Score -447164.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -447187.531250 Penalty: 2659.785645
	Iteration 11Q: 3 clusters Score -447187.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -447202.781250 Penalty: 2659.785645
	Iteration 12Q: 3 clusters Score -447202.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -447214.437500 Penalty: 2659.785645
	Iteration 13Q: 3 clusters Score -447214.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -447223.031250 Penalty: 2659.785645
	Iteration 14Q: 3 clusters Score -447223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -447230.562500 Penalty: 2659.785645
	Iteration 15Q: 3 clusters Score -447230.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -447236.531250 Penalty: 2659.785645
	Iteration 16Q: 3 clusters Score -447236.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -447242.437500 Penalty: 2659.785645
	Iteration 17Q: 3 clusters Score -447242.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -447248.593750 Penalty: 2659.785645
	Iteration 18Q: 3 clusters Score -447248.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -447251.531250 Penalty: 2659.785645
	Iteration 19Q: 3 clusters Score -447251.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -447252.406250 Penalty: 2659.785645
	Iteration 20F: 3 clusters Score -447252.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -447254.343750 Penalty: 2659.785645
	Iteration 21Q: 3 clusters Score -447254.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -447257.468750 Penalty: 2659.785645
	Iteration 22Q: 3 clusters Score -447257.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -447259.937500 Penalty: 2659.785645
	Iteration 23Q: 3 clusters Score -447259.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -447261.937500 Penalty: 2659.785645
	Iteration 24Q: 3 clusters Score -447261.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -447264.000000 Penalty: 2659.785645
	Iteration 25Q: 3 clusters Score -447264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -447265.437500 Penalty: 2659.785645
	Iteration 26Q: 3 clusters Score -447265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -447266.281250 Penalty: 2659.785645
	Iteration 27Q: 3 clusters Score -447266.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -447265.968750 Penalty: 2659.785645
	Iteration 28Q: 3 clusters Score -447266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -447266.437500 Penalty: 2659.785645
	Iteration 29Q: 3 clusters Score -447266.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -447266.437500 Penalty: 2659.785645
	Iteration 30F: 3 clusters Score -447266.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -28623.968750 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -28623.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27779.308594 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -27779.31 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27896.535156 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -27896.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27937.609375 Penalty: 1812.183472
	Iteration 2F: 3 clusters Score -27937.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27945.712891 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -27945.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27945.712891 Penalty: 1812.183472
	Iteration 4F: 3 clusters Score -27945.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Entering Unmasked Estep 
Score: -447693.875000 Penalty: 1336.382935
	Iteration 0F: 2 clusters Score -447693.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -444541.000000 Penalty: 2672.765869
	Iteration 0F: 3 clusters Score -444541 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -445446.000000 Penalty: 2672.765869
	Iteration 1F: 3 clusters Score -445446 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -445771.593750 Penalty: 2672.765869
	Iteration 2F: 3 clusters Score -445771.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -446069.093750 Penalty: 2672.765869
	Iteration 3F: 3 clusters Score -446069.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -446329.000000 Penalty: 2672.765869
	Iteration 4F: 3 clusters Score -446329 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -446518.656250 Penalty: 2672.765869
	Iteration 5F: 3 clusters Score -446518.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -446676.687500 Penalty: 2672.765869
	Iteration 6Q: 3 clusters Score -446676.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -446774.437500 Penalty: 2672.765869
	Iteration 7Q: 3 clusters Score -446774.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -446838.375000 Penalty: 2672.765869
	Iteration 8Q: 3 clusters Score -446838.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -446879.468750 Penalty: 2672.765869
	Iteration 9Q: 3 clusters Score -446879.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -446912.531250 Penalty: 2672.765869
	Iteration 10Q: 3 clusters Score -446912.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -446937.281250 Penalty: 2672.765869
	Iteration 11Q: 3 clusters Score -446937.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -446957.406250 Penalty: 2672.765869
	Iteration 12Q: 3 clusters Score -446957.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -446969.718750 Penalty: 2672.765869
	Iteration 13Q: 3 clusters Score -446969.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -446980.281250 Penalty: 2672.765869
	Iteration 14Q: 3 clusters Score -446980.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -446989.531250 Penalty: 2672.765869
	Iteration 15Q: 3 clusters Score -446989.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -446995.343750 Penalty: 2672.765869
	Iteration 16Q: 3 clusters Score -446995.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -446998.531250 Penalty: 2672.765869
	Iteration 17Q: 3 clusters Score -446998.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -447002.406250 Penalty: 2672.765869
	Iteration 18Q: 3 clusters Score -447002.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -447003.406250 Penalty: 2672.765869
	Iteration 19Q: 3 clusters Score -447003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -447005.218750 Penalty: 2672.765869
	Iteration 20F: 3 clusters Score -447005.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -447006.281250 Penalty: 2672.765869
	Iteration 21Q: 3 clusters Score -447006.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -447007.031250 Penalty: 2672.765869
	Iteration 22Q: 3 clusters Score -447007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -447009.218750 Penalty: 2672.765869
	Iteration 23Q: 3 clusters Score -447009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -447008.593750 Penalty: 2672.765869
	Iteration 24Q: 3 clusters Score -447008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -447009.343750 Penalty: 2672.765869
	Iteration 25Q: 3 clusters Score -447009.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -447009.343750 Penalty: 2672.765869
	Iteration 26Q: 3 clusters Score -447009.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -447009.343750 Penalty: 2672.765869
	Iteration 27F: 3 clusters Score -447009.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (61653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Entering Unmasked Estep 
Score: -7249608.500000 Penalty: 1792.257446
	Iteration 0F: 2 clusters Score -7249608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -7208687.000000 Penalty: 3584.514893
	Iteration 0F: 3 clusters Score -7208687 nChanged 28961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -7226126.500000 Penalty: 3584.514893
	Iteration 1F: 3 clusters Score -7226126 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -7227640.500000 Penalty: 3584.514893
	Iteration 2F: 3 clusters Score -7227640 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -7229448.500000 Penalty: 3584.514893
	Iteration 3F: 3 clusters Score -7229448 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -7231537.000000 Penalty: 3584.514893
	Iteration 4F: 3 clusters Score -7231537 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -7233684.000000 Penalty: 3584.514893
	Iteration 5F: 3 clusters Score -7233684 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -7235705.000000 Penalty: 3584.514893
	Iteration 6F: 3 clusters Score -7235705 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -7237526.500000 Penalty: 3584.514893
	Iteration 7F: 3 clusters Score -7237526 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -7238825.000000 Penalty: 3584.514893
	Iteration 8Q: 3 clusters Score -7238825 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -7239597.000000 Penalty: 3584.514893
	Iteration 9Q: 3 clusters Score -7239597 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -7240153.000000 Penalty: 3584.514893
	Iteration 10Q: 3 clusters Score -7240153 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -7240464.500000 Penalty: 3584.514893
	Iteration 11Q: 3 clusters Score -7240464 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -7240801.000000 Penalty: 3584.514893
	Iteration 12Q: 3 clusters Score -7240801 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -7241010.500000 Penalty: 3584.514893
	Iteration 13Q: 3 clusters Score -7241010 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -7241290.500000 Penalty: 3584.514893
	Iteration 14Q: 3 clusters Score -7241290 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -7241546.500000 Penalty: 3584.514893
	Iteration 15Q: 3 clusters Score -7241546 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -7241787.000000 Penalty: 3584.514893
	Iteration 16Q: 3 clusters Score -7241787 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -7242128.000000 Penalty: 3584.514893
	Iteration 17Q: 3 clusters Score -7242128 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -7242468.500000 Penalty: 3584.514893
	Iteration 18Q: 3 clusters Score -7242468 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -7242827.500000 Penalty: 3584.514893
	Iteration 19Q: 3 clusters Score -7242828 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -7243221.500000 Penalty: 3584.514893
	Iteration 20F: 3 clusters Score -7243222 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -7243605.500000 Penalty: 3584.514893
	Iteration 21Q: 3 clusters Score -7243606 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -7244034.000000 Penalty: 3584.514893
	Iteration 22Q: 3 clusters Score -7244034 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -7244477.500000 Penalty: 3584.514893
	Iteration 23Q: 3 clusters Score -7244478 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -7244885.000000 Penalty: 3584.514893
	Iteration 24Q: 3 clusters Score -7244885 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -7245288.000000 Penalty: 3584.514893
	Iteration 25Q: 3 clusters Score -7245288 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -7245715.500000 Penalty: 3584.514893
	Iteration 26Q: 3 clusters Score -7245716 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -7246165.500000 Penalty: 3584.514893
	Iteration 27Q: 3 clusters Score -7246166 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -7246644.000000 Penalty: 3584.514893
	Iteration 28Q: 3 clusters Score -7246644 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -7247040.500000 Penalty: 3584.514893
	Iteration 29Q: 3 clusters Score -7247040 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -7247379.500000 Penalty: 3584.514893
	Iteration 30Q: 3 clusters Score -7247380 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -7247690.000000 Penalty: 3584.514893
	Iteration 31Q: 3 clusters Score -7247690 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -7247939.500000 Penalty: 3584.514893
	Iteration 32Q: 3 clusters Score -7247940 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7248132.500000 Penalty: 3584.514893
	Iteration 33Q: 3 clusters Score -7248132 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7248247.000000 Penalty: 3584.514893
	Iteration 34Q: 3 clusters Score -7248247 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7248318.500000 Penalty: 3584.514893
	Iteration 35Q: 3 clusters Score -7248318 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7248401.500000 Penalty: 3584.514893
	Iteration 36Q: 3 clusters Score -7248402 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -7248446.000000 Penalty: 3584.514893
	Iteration 37Q: 3 clusters Score -7248446 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7248500.000000 Penalty: 3584.514893
	Iteration 38Q: 3 clusters Score -7248500 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7248541.000000 Penalty: 3584.514893
	Iteration 39Q: 3 clusters Score -7248541 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7248576.500000 Penalty: 3584.514893
	Iteration 40F: 3 clusters Score -7248576 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7248606.000000 Penalty: 3584.514893
	Iteration 41Q: 3 clusters Score -7248606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7248625.500000 Penalty: 3584.514893
	Iteration 42Q: 3 clusters Score -7248626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7248642.000000 Penalty: 3584.514893
	Iteration 43Q: 3 clusters Score -7248642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7248657.000000 Penalty: 3584.514893
	Iteration 44Q: 3 clusters Score -7248657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7248654.500000 Penalty: 3584.514893
	Iteration 45Q: 3 clusters Score -7248654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60147 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7248668.500000 Penalty: 3584.514893
	Iteration 46Q: 3 clusters Score -7248668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7248687.000000 Penalty: 3584.514893
	Iteration 47Q: 3 clusters Score -7248687 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7248696.000000 Penalty: 3584.514893
	Iteration 48Q: 3 clusters Score -7248696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60216 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7248709.500000 Penalty: 3584.514893
	Iteration 49Q: 3 clusters Score -7248710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7248719.000000 Penalty: 3584.514893
	Iteration 50Q: 3 clusters Score -7248719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7248728.500000 Penalty: 3584.514893
	Iteration 51Q: 3 clusters Score -7248728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7248747.000000 Penalty: 3584.514893
	Iteration 52Q: 3 clusters Score -7248747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7248757.500000 Penalty: 3584.514893
	Iteration 53Q: 3 clusters Score -7248758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7248775.000000 Penalty: 3584.514893
	Iteration 54Q: 3 clusters Score -7248775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7248786.500000 Penalty: 3584.514893
	Iteration 55Q: 3 clusters Score -7248786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -7248786.000000 Penalty: 3584.514893
	Iteration 56Q: 3 clusters Score -7248786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7248787.500000 Penalty: 3584.514893
	Iteration 57Q: 3 clusters Score -7248788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60373 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7248789.500000 Penalty: 3584.514893
	Iteration 58Q: 3 clusters Score -7248790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7248804.500000 Penalty: 3584.514893
	Iteration 59Q: 3 clusters Score -7248804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7248804.000000 Penalty: 3584.514893
	Iteration 60F: 3 clusters Score -7248804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7248805.000000 Penalty: 3584.514893
	Iteration 61Q: 3 clusters Score -7248805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7248807.500000 Penalty: 3584.514893
	Iteration 62Q: 3 clusters Score -7248808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7248811.500000 Penalty: 3584.514893
	Iteration 63Q: 3 clusters Score -7248812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7248811.000000 Penalty: 3584.514893
	Iteration 64Q: 3 clusters Score -7248811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7248809.500000 Penalty: 3584.514893
	Iteration 65Q: 3 clusters Score -7248810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7248807.000000 Penalty: 3584.514893
	Iteration 66Q: 3 clusters Score -7248807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7248802.000000 Penalty: 3584.514893
	Iteration 67Q: 3 clusters Score -7248802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7248803.500000 Penalty: 3584.514893
	Iteration 68Q: 3 clusters Score -7248804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7248803.500000 Penalty: 3584.514893
	Iteration 69F: 3 clusters Score -7248804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Entering Unmasked Estep 
Score: -3359552.500000 Penalty: 1655.193359
	Iteration 0F: 2 clusters Score -3359552 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 13243 members 
Entering Unmasked Estep 
Score: -3341658.750000 Penalty: 3310.386719
	Iteration 0F: 3 clusters Score -3341659 nChanged 12086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3348218.000000 Penalty: 3310.386719
	Iteration 1F: 3 clusters Score -3348218 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3348598.250000 Penalty: 3310.386719
	Iteration 2Q: 3 clusters Score -3348598 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3348960.500000 Penalty: 3310.386719
	Iteration 3Q: 3 clusters Score -3348960 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3349342.500000 Penalty: 3310.386719
	Iteration 4Q: 3 clusters Score -3349342 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3349736.500000 Penalty: 3310.386719
	Iteration 5Q: 3 clusters Score -3349736 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3350150.250000 Penalty: 3310.386719
	Iteration 6Q: 3 clusters Score -3350150 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3350602.500000 Penalty: 3310.386719
	Iteration 7Q: 3 clusters Score -3350602 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3351125.250000 Penalty: 3310.386719
	Iteration 8Q: 3 clusters Score -3351125 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3351795.750000 Penalty: 3310.386719
	Iteration 9Q: 3 clusters Score -3351796 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3352583.750000 Penalty: 3310.386719
	Iteration 10F: 3 clusters Score -3352584 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3353289.250000 Penalty: 3310.386719
	Iteration 11Q: 3 clusters Score -3353289 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3353786.000000 Penalty: 3310.386719
	Iteration 12Q: 3 clusters Score -3353786 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3354051.750000 Penalty: 3310.386719
	Iteration 13Q: 3 clusters Score -3354052 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3354179.500000 Penalty: 3310.386719
	Iteration 14Q: 3 clusters Score -3354180 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3354238.750000 Penalty: 3310.386719
	Iteration 15Q: 3 clusters Score -3354239 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -3354264.500000 Penalty: 3310.386719
	Iteration 16Q: 3 clusters Score -3354264 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3354288.000000 Penalty: 3310.386719
	Iteration 17Q: 3 clusters Score -3354288 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -3354293.000000 Penalty: 3310.386719
	Iteration 18Q: 3 clusters Score -3354293 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -3354302.000000 Penalty: 3310.386719
	Iteration 19Q: 3 clusters Score -3354302 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3354322.750000 Penalty: 3310.386719
	Iteration 20F: 3 clusters Score -3354323 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -3354337.750000 Penalty: 3310.386719
	Iteration 21Q: 3 clusters Score -3354338 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3354350.750000 Penalty: 3310.386719
	Iteration 22Q: 3 clusters Score -3354351 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -3354357.500000 Penalty: 3310.386719
	Iteration 23Q: 3 clusters Score -3354358 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -3354362.000000 Penalty: 3310.386719
	Iteration 24Q: 3 clusters Score -3354362 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -3354387.500000 Penalty: 3310.386719
	Iteration 25Q: 3 clusters Score -3354388 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3354409.000000 Penalty: 3310.386719
	Iteration 26Q: 3 clusters Score -3354409 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -3354425.000000 Penalty: 3310.386719
	Iteration 27Q: 3 clusters Score -3354425 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3354425.000000 Penalty: 3310.386719
	Iteration 28Q: 3 clusters Score -3354425 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3354431.250000 Penalty: 3310.386719
	Iteration 29Q: 3 clusters Score -3354431 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -3354433.500000 Penalty: 3310.386719
	Iteration 30Q: 3 clusters Score -3354434 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3354444.750000 Penalty: 3310.386719
	Iteration 31Q: 3 clusters Score -3354445 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3354465.750000 Penalty: 3310.386719
	Iteration 32Q: 3 clusters Score -3354466 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3354474.750000 Penalty: 3310.386719
	Iteration 33Q: 3 clusters Score -3354475 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -3354485.500000 Penalty: 3310.386719
	Iteration 34Q: 3 clusters Score -3354486 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -3354484.250000 Penalty: 3310.386719
	Iteration 35Q: 3 clusters Score -3354484 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -3354495.500000 Penalty: 3310.386719
	Iteration 36Q: 3 clusters Score -3354496 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -3354499.750000 Penalty: 3310.386719
	Iteration 37Q: 3 clusters Score -3354500 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -3354516.000000 Penalty: 3310.386719
	Iteration 38Q: 3 clusters Score -3354516 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3354539.250000 Penalty: 3310.386719
	Iteration 39Q: 3 clusters Score -3354539 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3354546.750000 Penalty: 3310.386719
	Iteration 40F: 3 clusters Score -3354547 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3354560.750000 Penalty: 3310.386719
	Iteration 41Q: 3 clusters Score -3354561 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3354576.250000 Penalty: 3310.386719
	Iteration 42Q: 3 clusters Score -3354576 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -3354597.000000 Penalty: 3310.386719
	Iteration 43Q: 3 clusters Score -3354597 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -3354595.500000 Penalty: 3310.386719
	Iteration 44Q: 3 clusters Score -3354596 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -3354610.250000 Penalty: 3310.386719
	Iteration 45Q: 3 clusters Score -3354610 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3354619.500000 Penalty: 3310.386719
	Iteration 46Q: 3 clusters Score -3354620 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3354620.750000 Penalty: 3310.386719
	Iteration 47Q: 3 clusters Score -3354621 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3354647.250000 Penalty: 3310.386719
	Iteration 48Q: 3 clusters Score -3354647 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3354652.000000 Penalty: 3310.386719
	Iteration 49Q: 3 clusters Score -3354652 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3354674.000000 Penalty: 3310.386719
	Iteration 50Q: 3 clusters Score -3354674 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3354688.250000 Penalty: 3310.386719
	Iteration 51Q: 3 clusters Score -3354688 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -3354705.750000 Penalty: 3310.386719
	Iteration 52Q: 3 clusters Score -3354706 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -3354718.250000 Penalty: 3310.386719
	Iteration 53Q: 3 clusters Score -3354718 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3354733.250000 Penalty: 3310.386719
	Iteration 54Q: 3 clusters Score -3354733 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3354752.750000 Penalty: 3310.386719
	Iteration 55Q: 3 clusters Score -3354753 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3354766.750000 Penalty: 3310.386719
	Iteration 56Q: 3 clusters Score -3354767 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3354791.000000 Penalty: 3310.386719
	Iteration 57Q: 3 clusters Score -3354791 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -3354829.000000 Penalty: 3310.386719
	Iteration 58Q: 3 clusters Score -3354829 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3354853.000000 Penalty: 3310.386719
	Iteration 59Q: 3 clusters Score -3354853 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3354883.750000 Penalty: 3310.386719
	Iteration 60F: 3 clusters Score -3354884 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3354930.250000 Penalty: 3310.386719
	Iteration 61Q: 3 clusters Score -3354930 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -3354976.000000 Penalty: 3310.386719
	Iteration 62Q: 3 clusters Score -3354976 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3355037.250000 Penalty: 3310.386719
	Iteration 63Q: 3 clusters Score -3355037 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -3355124.250000 Penalty: 3310.386719
	Iteration 64Q: 3 clusters Score -3355124 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -3355191.250000 Penalty: 3310.386719
	Iteration 65Q: 3 clusters Score -3355191 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -3355303.750000 Penalty: 3310.386719
	Iteration 66Q: 3 clusters Score -3355304 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3355425.750000 Penalty: 3310.386719
	Iteration 67Q: 3 clusters Score -3355426 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3355544.500000 Penalty: 3310.386719
	Iteration 68Q: 3 clusters Score -3355544 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -3355673.250000 Penalty: 3310.386719
	Iteration 69Q: 3 clusters Score -3355673 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3355823.750000 Penalty: 3310.386719
	Iteration 70Q: 3 clusters Score -3355824 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3355996.250000 Penalty: 3310.386719
	Iteration 71Q: 3 clusters Score -3355996 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3356225.000000 Penalty: 3310.386719
	Iteration 72Q: 3 clusters Score -3356225 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3356425.000000 Penalty: 3310.386719
	Iteration 73Q: 3 clusters Score -3356425 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3356623.250000 Penalty: 3310.386719
	Iteration 74Q: 3 clusters Score -3356623 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3356842.750000 Penalty: 3310.386719
	Iteration 75Q: 3 clusters Score -3356843 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3357016.250000 Penalty: 3310.386719
	Iteration 76Q: 3 clusters Score -3357016 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3357176.750000 Penalty: 3310.386719
	Iteration 77Q: 3 clusters Score -3357177 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3357332.000000 Penalty: 3310.386719
	Iteration 78Q: 3 clusters Score -3357332 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3357457.250000 Penalty: 3310.386719
	Iteration 79Q: 3 clusters Score -3357457 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3357566.250000 Penalty: 3310.386719
	Iteration 80F: 3 clusters Score -3357566 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3357690.750000 Penalty: 3310.386719
	Iteration 81Q: 3 clusters Score -3357691 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3357808.250000 Penalty: 3310.386719
	Iteration 82Q: 3 clusters Score -3357808 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3357884.500000 Penalty: 3310.386719
	Iteration 83Q: 3 clusters Score -3357884 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3357946.000000 Penalty: 3310.386719
	Iteration 84Q: 3 clusters Score -3357946 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3357983.750000 Penalty: 3310.386719
	Iteration 85Q: 3 clusters Score -3357984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3358015.500000 Penalty: 3310.386719
	Iteration 86Q: 3 clusters Score -3358016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3358030.250000 Penalty: 3310.386719
	Iteration 87Q: 3 clusters Score -3358030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3358062.000000 Penalty: 3310.386719
	Iteration 88Q: 3 clusters Score -3358062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3358077.750000 Penalty: 3310.386719
	Iteration 89Q: 3 clusters Score -3358078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3358086.000000 Penalty: 3310.386719
	Iteration 90Q: 3 clusters Score -3358086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3358096.000000 Penalty: 3310.386719
	Iteration 91Q: 3 clusters Score -3358096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3358103.750000 Penalty: 3310.386719
	Iteration 92Q: 3 clusters Score -3358104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3358108.500000 Penalty: 3310.386719
	Iteration 93Q: 3 clusters Score -3358108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3358115.750000 Penalty: 3310.386719
	Iteration 94Q: 3 clusters Score -3358116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3358120.500000 Penalty: 3310.386719
	Iteration 95Q: 3 clusters Score -3358120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3358128.250000 Penalty: 3310.386719
	Iteration 96Q: 3 clusters Score -3358128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3358140.750000 Penalty: 3310.386719
	Iteration 97Q: 3 clusters Score -3358141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3358149.500000 Penalty: 3310.386719
	Iteration 98Q: 3 clusters Score -3358150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3358153.750000 Penalty: 3310.386719
	Iteration 99Q: 3 clusters Score -3358154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3358160.250000 Penalty: 3310.386719
	Iteration 100F: 3 clusters Score -3358160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3358165.750000 Penalty: 3310.386719
	Iteration 101Q: 3 clusters Score -3358166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3358162.750000 Penalty: 3310.386719
	Iteration 102Q: 3 clusters Score -3358163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3358165.500000 Penalty: 3310.386719
	Iteration 103Q: 3 clusters Score -3358166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3358167.500000 Penalty: 3310.386719
	Iteration 104Q: 3 clusters Score -3358168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3358167.500000 Penalty: 3310.386719
	Iteration 105Q: 3 clusters Score -3358168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3358167.000000 Penalty: 3310.386719
	Iteration 106Q: 3 clusters Score -3358167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3358172.000000 Penalty: 3310.386719
	Iteration 107Q: 3 clusters Score -3358172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3358171.500000 Penalty: 3310.386719
	Iteration 108Q: 3 clusters Score -3358172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3358175.500000 Penalty: 3310.386719
	Iteration 109Q: 3 clusters Score -3358176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3358173.000000 Penalty: 3310.386719
	Iteration 110Q: 3 clusters Score -3358173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3358173.500000 Penalty: 3310.386719
	Iteration 111Q: 3 clusters Score -3358174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3358175.750000 Penalty: 3310.386719
	Iteration 112Q: 3 clusters Score -3358176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3358178.250000 Penalty: 3310.386719
	Iteration 113Q: 3 clusters Score -3358178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3358180.000000 Penalty: 3310.386719
	Iteration 114Q: 3 clusters Score -3358180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3358185.250000 Penalty: 3310.386719
	Iteration 115Q: 3 clusters Score -3358185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3358187.750000 Penalty: 3310.386719
	Iteration 116Q: 3 clusters Score -3358188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3358189.750000 Penalty: 3310.386719
	Iteration 117Q: 3 clusters Score -3358190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3358188.750000 Penalty: 3310.386719
	Iteration 118Q: 3 clusters Score -3358189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3358192.000000 Penalty: 3310.386719
	Iteration 119Q: 3 clusters Score -3358192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3358190.500000 Penalty: 3310.386719
	Iteration 120F: 3 clusters Score -3358190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3358188.000000 Penalty: 3310.386719
	Iteration 121Q: 3 clusters Score -3358188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3358190.000000 Penalty: 3310.386719
	Iteration 122Q: 3 clusters Score -3358190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3358192.250000 Penalty: 3310.386719
	Iteration 123Q: 3 clusters Score -3358192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3358192.000000 Penalty: 3310.386719
	Iteration 124Q: 3 clusters Score -3358192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3358192.000000 Penalty: 3310.386719
	Iteration 125F: 3 clusters Score -3358192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Entering Unmasked Estep 
Score: -2003623.750000 Penalty: 1570.300537
	Iteration 0F: 2 clusters Score -2003624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1992794.625000 Penalty: 3140.601074
	Iteration 0F: 3 clusters Score -1992795 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1996766.125000 Penalty: 3140.601074
	Iteration 1F: 3 clusters Score -1996766 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1997330.250000 Penalty: 3140.601074
	Iteration 2F: 3 clusters Score -1997330 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1998040.500000 Penalty: 3140.601074
	Iteration 3F: 3 clusters Score -1998040 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1998913.625000 Penalty: 3140.601074
	Iteration 4F: 3 clusters Score -1998914 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1999863.000000 Penalty: 3140.601074
	Iteration 5F: 3 clusters Score -1999863 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2000913.500000 Penalty: 3140.601074
	Iteration 6F: 3 clusters Score -2000914 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2001855.875000 Penalty: 3140.601074
	Iteration 7F: 3 clusters Score -2001856 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2002439.000000 Penalty: 3140.601074
	Iteration 8Q: 3 clusters Score -2002439 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2002692.500000 Penalty: 3140.601074
	Iteration 9Q: 3 clusters Score -2002692 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2002775.750000 Penalty: 3140.601074
	Iteration 10Q: 3 clusters Score -2002776 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2002815.125000 Penalty: 3140.601074
	Iteration 11Q: 3 clusters Score -2002815 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2002835.250000 Penalty: 3140.601074
	Iteration 12Q: 3 clusters Score -2002835 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2002842.000000 Penalty: 3140.601074
	Iteration 13Q: 3 clusters Score -2002842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2002855.750000 Penalty: 3140.601074
	Iteration 14Q: 3 clusters Score -2002856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2002864.750000 Penalty: 3140.601074
	Iteration 15Q: 3 clusters Score -2002865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2002873.000000 Penalty: 3140.601074
	Iteration 16Q: 3 clusters Score -2002873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2002881.375000 Penalty: 3140.601074
	Iteration 17Q: 3 clusters Score -2002881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2002881.375000 Penalty: 3140.601074
	Iteration 18Q: 3 clusters Score -2002881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2002889.750000 Penalty: 3140.601074
	Iteration 19Q: 3 clusters Score -2002890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2002889.750000 Penalty: 3140.601074
	Iteration 20F: 3 clusters Score -2002890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2002893.125000 Penalty: 3140.601074
	Iteration 21Q: 3 clusters Score -2002893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2002891.000000 Penalty: 3140.601074
	Iteration 22Q: 3 clusters Score -2002891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2002890.000000 Penalty: 3140.601074
	Iteration 23Q: 3 clusters Score -2002890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2002892.375000 Penalty: 3140.601074
	Iteration 24Q: 3 clusters Score -2002892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2002895.625000 Penalty: 3140.601074
	Iteration 25Q: 3 clusters Score -2002896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2002897.875000 Penalty: 3140.601074
	Iteration 26Q: 3 clusters Score -2002898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2002899.625000 Penalty: 3140.601074
	Iteration 27Q: 3 clusters Score -2002900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2002904.250000 Penalty: 3140.601074
	Iteration 28Q: 3 clusters Score -2002904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2002901.125000 Penalty: 3140.601074
	Iteration 29Q: 3 clusters Score -2002901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2002898.750000 Penalty: 3140.601074
	Iteration 30Q: 3 clusters Score -2002899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2002902.250000 Penalty: 3140.601074
	Iteration 31Q: 3 clusters Score -2002902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2002900.625000 Penalty: 3140.601074
	Iteration 32Q: 3 clusters Score -2002901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2002899.625000 Penalty: 3140.601074
	Iteration 33Q: 3 clusters Score -2002900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2002899.625000 Penalty: 3140.601074
	Iteration 34F: 3 clusters Score -2002900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -51153.917969 Penalty: 1009.873840
	Iteration 0F: 2 clusters Score -51153.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50222.296875 Penalty: 2019.747681
	Iteration 0F: 3 clusters Score -50222.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50512.425781 Penalty: 2019.747681
	Iteration 1F: 3 clusters Score -50512.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50631.757812 Penalty: 2019.747681
	Iteration 2F: 3 clusters Score -50631.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50708.140625 Penalty: 2019.747681
	Iteration 3Q: 3 clusters Score -50708.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50745.523438 Penalty: 2019.747681
	Iteration 4Q: 3 clusters Score -50745.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50768.191406 Penalty: 2019.747681
	Iteration 5Q: 3 clusters Score -50768.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50782.886719 Penalty: 2019.747681
	Iteration 6Q: 3 clusters Score -50782.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50785.210938 Penalty: 2019.747681
	Iteration 7Q: 3 clusters Score -50785.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50785.894531 Penalty: 2019.747681
	Iteration 8Q: 3 clusters Score -50785.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50785.894531 Penalty: 2019.747681
	Iteration 9F: 3 clusters Score -50785.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Entering Unmasked Estep 
Score: -2839438.000000 Penalty: 1629.923096
	Iteration 0F: 2 clusters Score -2839438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2823885.000000 Penalty: 3259.846191
	Iteration 0F: 3 clusters Score -2823885 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2829787.250000 Penalty: 3259.846191
	Iteration 1F: 3 clusters Score -2829787 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2830301.750000 Penalty: 3259.846191
	Iteration 2F: 3 clusters Score -2830302 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2830815.750000 Penalty: 3259.846191
	Iteration 3F: 3 clusters Score -2830816 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2831371.500000 Penalty: 3259.846191
	Iteration 4F: 3 clusters Score -2831372 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2831969.500000 Penalty: 3259.846191
	Iteration 5F: 3 clusters Score -2831970 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2832535.500000 Penalty: 3259.846191
	Iteration 6F: 3 clusters Score -2832536 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2833064.750000 Penalty: 3259.846191
	Iteration 7Q: 3 clusters Score -2833065 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2833498.750000 Penalty: 3259.846191
	Iteration 8Q: 3 clusters Score -2833499 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2833853.500000 Penalty: 3259.846191
	Iteration 9Q: 3 clusters Score -2833854 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2834112.500000 Penalty: 3259.846191
	Iteration 10Q: 3 clusters Score -2834112 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2834291.750000 Penalty: 3259.846191
	Iteration 11Q: 3 clusters Score -2834292 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2834416.000000 Penalty: 3259.846191
	Iteration 12Q: 3 clusters Score -2834416 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2834514.000000 Penalty: 3259.846191
	Iteration 13Q: 3 clusters Score -2834514 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2834590.250000 Penalty: 3259.846191
	Iteration 14Q: 3 clusters Score -2834590 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2834650.250000 Penalty: 3259.846191
	Iteration 15Q: 3 clusters Score -2834650 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2834708.000000 Penalty: 3259.846191
	Iteration 16Q: 3 clusters Score -2834708 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2834761.500000 Penalty: 3259.846191
	Iteration 17Q: 3 clusters Score -2834762 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2834822.750000 Penalty: 3259.846191
	Iteration 18Q: 3 clusters Score -2834823 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2834888.250000 Penalty: 3259.846191
	Iteration 19Q: 3 clusters Score -2834888 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2834961.750000 Penalty: 3259.846191
	Iteration 20F: 3 clusters Score -2834962 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2835037.250000 Penalty: 3259.846191
	Iteration 21Q: 3 clusters Score -2835037 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2835150.750000 Penalty: 3259.846191
	Iteration 22Q: 3 clusters Score -2835151 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2835274.500000 Penalty: 3259.846191
	Iteration 23Q: 3 clusters Score -2835274 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2835449.750000 Penalty: 3259.846191
	Iteration 24Q: 3 clusters Score -2835450 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2835609.500000 Penalty: 3259.846191
	Iteration 25Q: 3 clusters Score -2835610 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2835811.250000 Penalty: 3259.846191
	Iteration 26Q: 3 clusters Score -2835811 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2836011.750000 Penalty: 3259.846191
	Iteration 27Q: 3 clusters Score -2836012 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2836269.250000 Penalty: 3259.846191
	Iteration 28Q: 3 clusters Score -2836269 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2836530.750000 Penalty: 3259.846191
	Iteration 29Q: 3 clusters Score -2836531 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2836785.500000 Penalty: 3259.846191
	Iteration 30Q: 3 clusters Score -2836786 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2837008.500000 Penalty: 3259.846191
	Iteration 31Q: 3 clusters Score -2837008 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2837215.750000 Penalty: 3259.846191
	Iteration 32Q: 3 clusters Score -2837216 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2837421.500000 Penalty: 3259.846191
	Iteration 33Q: 3 clusters Score -2837422 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2837587.250000 Penalty: 3259.846191
	Iteration 34Q: 3 clusters Score -2837587 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2837692.750000 Penalty: 3259.846191
	Iteration 35Q: 3 clusters Score -2837693 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2837802.250000 Penalty: 3259.846191
	Iteration 36Q: 3 clusters Score -2837802 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2837873.250000 Penalty: 3259.846191
	Iteration 37Q: 3 clusters Score -2837873 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2837930.250000 Penalty: 3259.846191
	Iteration 38Q: 3 clusters Score -2837930 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2837978.500000 Penalty: 3259.846191
	Iteration 39Q: 3 clusters Score -2837978 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2838026.500000 Penalty: 3259.846191
	Iteration 40F: 3 clusters Score -2838026 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2838056.750000 Penalty: 3259.846191
	Iteration 41Q: 3 clusters Score -2838057 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2838087.000000 Penalty: 3259.846191
	Iteration 42Q: 3 clusters Score -2838087 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2838104.000000 Penalty: 3259.846191
	Iteration 43Q: 3 clusters Score -2838104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2838122.000000 Penalty: 3259.846191
	Iteration 44Q: 3 clusters Score -2838122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2838137.250000 Penalty: 3259.846191
	Iteration 45Q: 3 clusters Score -2838137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2838147.500000 Penalty: 3259.846191
	Iteration 46Q: 3 clusters Score -2838148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2838151.000000 Penalty: 3259.846191
	Iteration 47Q: 3 clusters Score -2838151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2838150.000000 Penalty: 3259.846191
	Iteration 48Q: 3 clusters Score -2838150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2838152.250000 Penalty: 3259.846191
	Iteration 49Q: 3 clusters Score -2838152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2838169.250000 Penalty: 3259.846191
	Iteration 50Q: 3 clusters Score -2838169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2838174.750000 Penalty: 3259.846191
	Iteration 51Q: 3 clusters Score -2838175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2838180.750000 Penalty: 3259.846191
	Iteration 52Q: 3 clusters Score -2838181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2838184.000000 Penalty: 3259.846191
	Iteration 53Q: 3 clusters Score -2838184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2838189.000000 Penalty: 3259.846191
	Iteration 54Q: 3 clusters Score -2838189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2838191.500000 Penalty: 3259.846191
	Iteration 55Q: 3 clusters Score -2838192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2838193.500000 Penalty: 3259.846191
	Iteration 56Q: 3 clusters Score -2838194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2838195.250000 Penalty: 3259.846191
	Iteration 57Q: 3 clusters Score -2838195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2838200.250000 Penalty: 3259.846191
	Iteration 58Q: 3 clusters Score -2838200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2838202.750000 Penalty: 3259.846191
	Iteration 59Q: 3 clusters Score -2838203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2838200.500000 Penalty: 3259.846191
	Iteration 60F: 3 clusters Score -2838200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2838206.750000 Penalty: 3259.846191
	Iteration 61Q: 3 clusters Score -2838207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2838209.500000 Penalty: 3259.846191
	Iteration 62Q: 3 clusters Score -2838210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2838209.000000 Penalty: 3259.846191
	Iteration 63Q: 3 clusters Score -2838209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2838216.750000 Penalty: 3259.846191
	Iteration 64Q: 3 clusters Score -2838217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2838220.750000 Penalty: 3259.846191
	Iteration 65Q: 3 clusters Score -2838221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2838225.750000 Penalty: 3259.846191
	Iteration 66Q: 3 clusters Score -2838226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2838229.000000 Penalty: 3259.846191
	Iteration 67Q: 3 clusters Score -2838229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2838227.750000 Penalty: 3259.846191
	Iteration 68Q: 3 clusters Score -2838228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2838228.250000 Penalty: 3259.846191
	Iteration 69Q: 3 clusters Score -2838228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2838231.750000 Penalty: 3259.846191
	Iteration 70Q: 3 clusters Score -2838232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2838231.750000 Penalty: 3259.846191
	Iteration 71F: 3 clusters Score -2838232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Entering Unmasked Estep 
Score: -481434.468750 Penalty: 1356.329346
	Iteration 0F: 2 clusters Score -481434.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -477977.531250 Penalty: 2712.658691
	Iteration 0F: 3 clusters Score -477977.5 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -479069.750000 Penalty: 2712.658691
	Iteration 1F: 3 clusters Score -479069.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -479456.562500 Penalty: 2712.658691
	Iteration 2F: 3 clusters Score -479456.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -479745.906250 Penalty: 2712.658691
	Iteration 3F: 3 clusters Score -479745.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -479934.093750 Penalty: 2712.658691
	Iteration 4F: 3 clusters Score -479934.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -480069.218750 Penalty: 2712.658691
	Iteration 5Q: 3 clusters Score -480069.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -480151.781250 Penalty: 2712.658691
	Iteration 6Q: 3 clusters Score -480151.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -480209.812500 Penalty: 2712.658691
	Iteration 7Q: 3 clusters Score -480209.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -480282.750000 Penalty: 2712.658691
	Iteration 8Q: 3 clusters Score -480282.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -480341.968750 Penalty: 2712.658691
	Iteration 9Q: 3 clusters Score -480342 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -480389.187500 Penalty: 2712.658691
	Iteration 10Q: 3 clusters Score -480389.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -480419.187500 Penalty: 2712.658691
	Iteration 11Q: 3 clusters Score -480419.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -480440.218750 Penalty: 2712.658691
	Iteration 12Q: 3 clusters Score -480440.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -480459.812500 Penalty: 2712.658691
	Iteration 13Q: 3 clusters Score -480459.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -480480.656250 Penalty: 2712.658691
	Iteration 14Q: 3 clusters Score -480480.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -480499.875000 Penalty: 2712.658691
	Iteration 15Q: 3 clusters Score -480499.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -480515.000000 Penalty: 2712.658691
	Iteration 16Q: 3 clusters Score -480515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -480526.562500 Penalty: 2712.658691
	Iteration 17Q: 3 clusters Score -480526.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -480534.062500 Penalty: 2712.658691
	Iteration 18Q: 3 clusters Score -480534.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -480537.312500 Penalty: 2712.658691
	Iteration 19Q: 3 clusters Score -480537.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -480544.937500 Penalty: 2712.658691
	Iteration 20F: 3 clusters Score -480544.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -480550.187500 Penalty: 2712.658691
	Iteration 21Q: 3 clusters Score -480550.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -480556.437500 Penalty: 2712.658691
	Iteration 22Q: 3 clusters Score -480556.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -480563.156250 Penalty: 2712.658691
	Iteration 23Q: 3 clusters Score -480563.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -480567.531250 Penalty: 2712.658691
	Iteration 24Q: 3 clusters Score -480567.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -480575.906250 Penalty: 2712.658691
	Iteration 25Q: 3 clusters Score -480575.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -480579.937500 Penalty: 2712.658691
	Iteration 26Q: 3 clusters Score -480579.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -480582.875000 Penalty: 2712.658691
	Iteration 27Q: 3 clusters Score -480582.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -480586.375000 Penalty: 2712.658691
	Iteration 28Q: 3 clusters Score -480586.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -480591.250000 Penalty: 2712.658691
	Iteration 29Q: 3 clusters Score -480591.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -480596.656250 Penalty: 2712.658691
	Iteration 30Q: 3 clusters Score -480596.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -480601.562500 Penalty: 2712.658691
	Iteration 31Q: 3 clusters Score -480601.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -480603.250000 Penalty: 2712.658691
	Iteration 32Q: 3 clusters Score -480603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -480607.093750 Penalty: 2712.658691
	Iteration 33Q: 3 clusters Score -480607.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -480607.906250 Penalty: 2712.658691
	Iteration 34Q: 3 clusters Score -480607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -480608.687500 Penalty: 2712.658691
	Iteration 35Q: 3 clusters Score -480608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -480610.812500 Penalty: 2712.658691
	Iteration 36Q: 3 clusters Score -480610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -480611.593750 Penalty: 2712.658691
	Iteration 37Q: 3 clusters Score -480611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -480612.250000 Penalty: 2712.658691
	Iteration 38Q: 3 clusters Score -480612.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -480612.750000 Penalty: 2712.658691
	Iteration 39Q: 3 clusters Score -480612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -480613.093750 Penalty: 2712.658691
	Iteration 40F: 3 clusters Score -480613.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (149158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149158 members 
Entering Unmasked Estep 
Score: -18922088.000000 Penalty: 1935.823730
	Iteration 0F: 2 clusters Score -1.892209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -18842996.000000 Penalty: 3871.647461
	Iteration 0F: 3 clusters Score -1.8843e+07 nChanged 71892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -18885336.000000 Penalty: 3871.647461
	Iteration 1F: 3 clusters Score -1.888534e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 82753 members 
Entering Unmasked Estep 
Score: -18886732.000000 Penalty: 3871.647461
	Iteration 2Q: 3 clusters Score -1.888673e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -18889438.000000 Penalty: 3871.647461
	Iteration 3Q: 3 clusters Score -1.888944e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -18894006.000000 Penalty: 3871.647461
	Iteration 4F: 3 clusters Score -1.889401e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 103983 members 
Entering Unmasked Estep 
Score: -18901088.000000 Penalty: 3871.647461
	Iteration 5F: 3 clusters Score -1.890109e+07 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 114748 members 
Entering Unmasked Estep 
Score: -18911384.000000 Penalty: 3871.647461
	Iteration 6F: 3 clusters Score -1.891138e+07 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 125458 members 
Entering Unmasked Estep 
Score: -18918704.000000 Penalty: 3871.647461
	Iteration 7F: 3 clusters Score -1.89187e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 133770 members 
Entering Unmasked Estep 
Score: -18922518.000000 Penalty: 3871.647461
	Iteration 8F: 3 clusters Score -1.892252e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 138951 members 
Entering Unmasked Estep 
Score: -18923884.000000 Penalty: 3871.647461
	Iteration 9Q: 3 clusters Score -1.892388e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 142084 members 
Entering Unmasked Estep 
Score: -18923896.000000 Penalty: 3871.647461
	Iteration 10Q: 3 clusters Score -1.89239e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 143912 members 
Entering Unmasked Estep 
Score: -18923876.000000 Penalty: 3871.647461
	Iteration 11Q: 3 clusters Score -1.892388e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 144939 members 
Entering Unmasked Estep 
Score: -18923780.000000 Penalty: 3871.647461
	Iteration 12Q: 3 clusters Score -1.892378e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 145569 members 
Entering Unmasked Estep 
Score: -18923718.000000 Penalty: 3871.647461
	Iteration 13Q: 3 clusters Score -1.892372e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 145936 members 
Entering Unmasked Estep 
Score: -18923780.000000 Penalty: 3871.647461
	Iteration 14Q: 3 clusters Score -1.892378e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 146162 members 
Entering Unmasked Estep 
Score: -18923800.000000 Penalty: 3871.647461
	Iteration 15Q: 3 clusters Score -1.89238e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 146283 members 
Entering Unmasked Estep 
Score: -18923938.000000 Penalty: 3871.647461
	Iteration 16Q: 3 clusters Score -1.892394e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 146350 members 
Entering Unmasked Estep 
Score: -18924152.000000 Penalty: 3871.647461
	Iteration 17Q: 3 clusters Score -1.892415e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 146360 members 
Entering Unmasked Estep 
Score: -18924438.000000 Penalty: 3871.647461
	Iteration 18Q: 3 clusters Score -1.892444e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 146312 members 
Entering Unmasked Estep 
Score: -18924722.000000 Penalty: 3871.647461
	Iteration 19Q: 3 clusters Score -1.892472e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 146242 members 
Entering Unmasked Estep 
Score: -18924992.000000 Penalty: 3871.647461
	Iteration 20F: 3 clusters Score -1.892499e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 146125 members 
Entering Unmasked Estep 
Score: -18925216.000000 Penalty: 3871.647461
	Iteration 21Q: 3 clusters Score -1.892522e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 146009 members 
Entering Unmasked Estep 
Score: -18925388.000000 Penalty: 3871.647461
	Iteration 22Q: 3 clusters Score -1.892539e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 145892 members 
Entering Unmasked Estep 
Score: -18925552.000000 Penalty: 3871.647461
	Iteration 23Q: 3 clusters Score -1.892555e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 145763 members 
Entering Unmasked Estep 
Score: -18925634.000000 Penalty: 3871.647461
	Iteration 24Q: 3 clusters Score -1.892563e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 145636 members 
Entering Unmasked Estep 
Score: -18925798.000000 Penalty: 3871.647461
	Iteration 25Q: 3 clusters Score -1.89258e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 145523 members 
Entering Unmasked Estep 
Score: -18925896.000000 Penalty: 3871.647461
	Iteration 26Q: 3 clusters Score -1.89259e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 145429 members 
Entering Unmasked Estep 
Score: -18925994.000000 Penalty: 3871.647461
	Iteration 27Q: 3 clusters Score -1.892599e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 145342 members 
Entering Unmasked Estep 
Score: -18926048.000000 Penalty: 3871.647461
	Iteration 28Q: 3 clusters Score -1.892605e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 145262 members 
Entering Unmasked Estep 
Score: -18926150.000000 Penalty: 3871.647461
	Iteration 29Q: 3 clusters Score -1.892615e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 145183 members 
Entering Unmasked Estep 
Score: -18926206.000000 Penalty: 3871.647461
	Iteration 30Q: 3 clusters Score -1.892621e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 145115 members 
Entering Unmasked Estep 
Score: -18926240.000000 Penalty: 3871.647461
	Iteration 31Q: 3 clusters Score -1.892624e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 145050 members 
Entering Unmasked Estep 
Score: -18926310.000000 Penalty: 3871.647461
	Iteration 32Q: 3 clusters Score -1.892631e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 144989 members 
Entering Unmasked Estep 
Score: -18926350.000000 Penalty: 3871.647461
	Iteration 33Q: 3 clusters Score -1.892635e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 144944 members 
Entering Unmasked Estep 
Score: -18926390.000000 Penalty: 3871.647461
	Iteration 34Q: 3 clusters Score -1.892639e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 144911 members 
Entering Unmasked Estep 
Score: -18926418.000000 Penalty: 3871.647461
	Iteration 35Q: 3 clusters Score -1.892642e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 144880 members 
Entering Unmasked Estep 
Score: -18926424.000000 Penalty: 3871.647461
	Iteration 36Q: 3 clusters Score -1.892642e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 144849 members 
Entering Unmasked Estep 
Score: -18926422.000000 Penalty: 3871.647461
	Iteration 37Q: 3 clusters Score -1.892642e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 144820 members 
Entering Unmasked Estep 
Score: -18926452.000000 Penalty: 3871.647461
	Iteration 38Q: 3 clusters Score -1.892645e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 144789 members 
Entering Unmasked Estep 
Score: -18926444.000000 Penalty: 3871.647461
	Iteration 39Q: 3 clusters Score -1.892644e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 144756 members 
Entering Unmasked Estep 
Score: -18926464.000000 Penalty: 3871.647461
	Iteration 40F: 3 clusters Score -1.892646e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 144729 members 
Entering Unmasked Estep 
Score: -18926476.000000 Penalty: 3871.647461
	Iteration 41Q: 3 clusters Score -1.892648e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 144709 members 
Entering Unmasked Estep 
Score: -18926492.000000 Penalty: 3871.647461
	Iteration 42Q: 3 clusters Score -1.892649e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 144688 members 
Entering Unmasked Estep 
Score: -18926508.000000 Penalty: 3871.647461
	Iteration 43Q: 3 clusters Score -1.892651e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 144661 members 
Entering Unmasked Estep 
Score: -18926550.000000 Penalty: 3871.647461
	Iteration 44Q: 3 clusters Score -1.892655e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 144631 members 
Entering Unmasked Estep 
Score: -18926542.000000 Penalty: 3871.647461
	Iteration 45Q: 3 clusters Score -1.892654e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 144599 members 
Entering Unmasked Estep 
Score: -18926540.000000 Penalty: 3871.647461
	Iteration 46Q: 3 clusters Score -1.892654e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 144558 members 
Entering Unmasked Estep 
Score: -18926570.000000 Penalty: 3871.647461
	Iteration 47Q: 3 clusters Score -1.892657e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 144515 members 
Entering Unmasked Estep 
Score: -18926610.000000 Penalty: 3871.647461
	Iteration 48Q: 3 clusters Score -1.892661e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 144473 members 
Entering Unmasked Estep 
Score: -18926662.000000 Penalty: 3871.647461
	Iteration 49Q: 3 clusters Score -1.892666e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 144432 members 
Entering Unmasked Estep 
Score: -18926714.000000 Penalty: 3871.647461
	Iteration 50Q: 3 clusters Score -1.892671e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 144400 members 
Entering Unmasked Estep 
Score: -18926746.000000 Penalty: 3871.647461
	Iteration 51Q: 3 clusters Score -1.892675e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 144367 members 
Entering Unmasked Estep 
Score: -18926784.000000 Penalty: 3871.647461
	Iteration 52Q: 3 clusters Score -1.892678e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 144334 members 
Entering Unmasked Estep 
Score: -18926816.000000 Penalty: 3871.647461
	Iteration 53Q: 3 clusters Score -1.892682e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 144308 members 
Entering Unmasked Estep 
Score: -18926836.000000 Penalty: 3871.647461
	Iteration 54Q: 3 clusters Score -1.892684e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 144285 members 
Entering Unmasked Estep 
Score: -18926858.000000 Penalty: 3871.647461
	Iteration 55Q: 3 clusters Score -1.892686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 144261 members 
Entering Unmasked Estep 
Score: -18926870.000000 Penalty: 3871.647461
	Iteration 56Q: 3 clusters Score -1.892687e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 144244 members 
Entering Unmasked Estep 
Score: -18926900.000000 Penalty: 3871.647461
	Iteration 57Q: 3 clusters Score -1.89269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 144226 members 
Entering Unmasked Estep 
Score: -18926864.000000 Penalty: 3871.647461
	Iteration 58Q: 3 clusters Score -1.892686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 144208 members 
Entering Unmasked Estep 
Score: -18926900.000000 Penalty: 3871.647461
	Iteration 59Q: 3 clusters Score -1.89269e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 144186 members 
Entering Unmasked Estep 
Score: -18926916.000000 Penalty: 3871.647461
	Iteration 60F: 3 clusters Score -1.892692e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 144159 members 
Entering Unmasked Estep 
Score: -18926948.000000 Penalty: 3871.647461
	Iteration 61Q: 3 clusters Score -1.892695e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 144135 members 
Entering Unmasked Estep 
Score: -18926962.000000 Penalty: 3871.647461
	Iteration 62Q: 3 clusters Score -1.892696e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 144111 members 
Entering Unmasked Estep 
Score: -18926994.000000 Penalty: 3871.647461
	Iteration 63Q: 3 clusters Score -1.892699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 144098 members 
Entering Unmasked Estep 
Score: -18927016.000000 Penalty: 3871.647461
	Iteration 64Q: 3 clusters Score -1.892702e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 144082 members 
Entering Unmasked Estep 
Score: -18927036.000000 Penalty: 3871.647461
	Iteration 65Q: 3 clusters Score -1.892704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 144064 members 
Entering Unmasked Estep 
Score: -18927034.000000 Penalty: 3871.647461
	Iteration 66Q: 3 clusters Score -1.892703e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 144052 members 
Entering Unmasked Estep 
Score: -18927052.000000 Penalty: 3871.647461
	Iteration 67Q: 3 clusters Score -1.892705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 144045 members 
Entering Unmasked Estep 
Score: -18927070.000000 Penalty: 3871.647461
	Iteration 68Q: 3 clusters Score -1.892707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 144034 members 
Entering Unmasked Estep 
Score: -18927076.000000 Penalty: 3871.647461
	Iteration 69Q: 3 clusters Score -1.892708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 144017 members 
Entering Unmasked Estep 
Score: -18927090.000000 Penalty: 3871.647461
	Iteration 70Q: 3 clusters Score -1.892709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 144013 members 
Entering Unmasked Estep 
Score: -18927098.000000 Penalty: 3871.647461
	Iteration 71Q: 3 clusters Score -1.89271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 144005 members 
Entering Unmasked Estep 
Score: -18927098.000000 Penalty: 3871.647461
	Iteration 72Q: 3 clusters Score -1.89271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 143999 members 
Entering Unmasked Estep 
Score: -18927112.000000 Penalty: 3871.647461
	Iteration 73Q: 3 clusters Score -1.892711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 143994 members 
Entering Unmasked Estep 
Score: -18927108.000000 Penalty: 3871.647461
	Iteration 74Q: 3 clusters Score -1.892711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 143988 members 
Entering Unmasked Estep 
Score: -18927114.000000 Penalty: 3871.647461
	Iteration 75Q: 3 clusters Score -1.892711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 143982 members 
Entering Unmasked Estep 
Score: -18927114.000000 Penalty: 3871.647461
	Iteration 76Q: 3 clusters Score -1.892711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 143979 members 
Entering Unmasked Estep 
Score: -18927098.000000 Penalty: 3871.647461
	Iteration 77Q: 3 clusters Score -1.89271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 143974 members 
Entering Unmasked Estep 
Score: -18927112.000000 Penalty: 3871.647461
	Iteration 78Q: 3 clusters Score -1.892711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 143962 members 
Entering Unmasked Estep 
Score: -18927140.000000 Penalty: 3871.647461
	Iteration 79Q: 3 clusters Score -1.892714e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 143949 members 
Entering Unmasked Estep 
Score: -18927146.000000 Penalty: 3871.647461
	Iteration 80F: 3 clusters Score -1.892715e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 143938 members 
Entering Unmasked Estep 
Score: -18927170.000000 Penalty: 3871.647461
	Iteration 81Q: 3 clusters Score -1.892717e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 143925 members 
Entering Unmasked Estep 
Score: -18927194.000000 Penalty: 3871.647461
	Iteration 82Q: 3 clusters Score -1.892719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 143909 members 
Entering Unmasked Estep 
Score: -18927200.000000 Penalty: 3871.647461
	Iteration 83Q: 3 clusters Score -1.89272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 143900 members 
Entering Unmasked Estep 
Score: -18927222.000000 Penalty: 3871.647461
	Iteration 84Q: 3 clusters Score -1.892722e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 143883 members 
Entering Unmasked Estep 
Score: -18927240.000000 Penalty: 3871.647461
	Iteration 85Q: 3 clusters Score -1.892724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 143866 members 
Entering Unmasked Estep 
Score: -18927252.000000 Penalty: 3871.647461
	Iteration 86Q: 3 clusters Score -1.892725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 143855 members 
Entering Unmasked Estep 
Score: -18927260.000000 Penalty: 3871.647461
	Iteration 87Q: 3 clusters Score -1.892726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 143847 members 
Entering Unmasked Estep 
Score: -18927260.000000 Penalty: 3871.647461
	Iteration 88Q: 3 clusters Score -1.892726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 143839 members 
Entering Unmasked Estep 
Score: -18927278.000000 Penalty: 3871.647461
	Iteration 89Q: 3 clusters Score -1.892728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 143835 members 
Entering Unmasked Estep 
Score: -18927276.000000 Penalty: 3871.647461
	Iteration 90Q: 3 clusters Score -1.892728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 143828 members 
Entering Unmasked Estep 
Score: -18927278.000000 Penalty: 3871.647461
	Iteration 91Q: 3 clusters Score -1.892728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 143820 members 
Entering Unmasked Estep 
Score: -18927288.000000 Penalty: 3871.647461
	Iteration 92Q: 3 clusters Score -1.892729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 143813 members 
Entering Unmasked Estep 
Score: -18927284.000000 Penalty: 3871.647461
	Iteration 93Q: 3 clusters Score -1.892728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 143807 members 
Entering Unmasked Estep 
Score: -18927286.000000 Penalty: 3871.647461
	Iteration 94Q: 3 clusters Score -1.892729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 143802 members 
Entering Unmasked Estep 
Score: -18927266.000000 Penalty: 3871.647461
	Iteration 95Q: 3 clusters Score -1.892727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 143800 members 
Entering Unmasked Estep 
Score: -18927284.000000 Penalty: 3871.647461
	Iteration 96Q: 3 clusters Score -1.892728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 143798 members 
Entering Unmasked Estep 
Score: -18927278.000000 Penalty: 3871.647461
	Iteration 97Q: 3 clusters Score -1.892728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 143797 members 
Entering Unmasked Estep 
Score: -18927286.000000 Penalty: 3871.647461
	Iteration 98Q: 3 clusters Score -1.892729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 143794 members 
Entering Unmasked Estep 
Score: -18927306.000000 Penalty: 3871.647461
	Iteration 99Q: 3 clusters Score -1.892731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 143792 members 
Entering Unmasked Estep 
Score: -18927306.000000 Penalty: 3871.647461
	Iteration 100F: 3 clusters Score -1.892731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 143789 members 
Entering Unmasked Estep 
Score: -18927318.000000 Penalty: 3871.647461
	Iteration 101Q: 3 clusters Score -1.892732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 143785 members 
Entering Unmasked Estep 
Score: -18927326.000000 Penalty: 3871.647461
	Iteration 102Q: 3 clusters Score -1.892733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 143779 members 
Entering Unmasked Estep 
Score: -18927328.000000 Penalty: 3871.647461
	Iteration 103Q: 3 clusters Score -1.892733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 143776 members 
Entering Unmasked Estep 
Score: -18927322.000000 Penalty: 3871.647461
	Iteration 104Q: 3 clusters Score -1.892732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 143773 members 
Entering Unmasked Estep 
Score: -18927338.000000 Penalty: 3871.647461
	Iteration 105Q: 3 clusters Score -1.892734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 143768 members 
Entering Unmasked Estep 
Score: -18927344.000000 Penalty: 3871.647461
	Iteration 106Q: 3 clusters Score -1.892734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 143761 members 
Entering Unmasked Estep 
Score: -18927352.000000 Penalty: 3871.647461
	Iteration 107Q: 3 clusters Score -1.892735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 143751 members 
Entering Unmasked Estep 
Score: -18927350.000000 Penalty: 3871.647461
	Iteration 108Q: 3 clusters Score -1.892735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 143745 members 
Entering Unmasked Estep 
Score: -18927368.000000 Penalty: 3871.647461
	Iteration 109Q: 3 clusters Score -1.892737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 143744 members 
Entering Unmasked Estep 
Score: -18927350.000000 Penalty: 3871.647461
	Iteration 110Q: 3 clusters Score -1.892735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 143740 members 
Entering Unmasked Estep 
Score: -18927348.000000 Penalty: 3871.647461
	Iteration 111Q: 3 clusters Score -1.892735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 143738 members 
Entering Unmasked Estep 
Score: -18927340.000000 Penalty: 3871.647461
	Iteration 112Q: 3 clusters Score -1.892734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 143733 members 
Entering Unmasked Estep 
Score: -18927356.000000 Penalty: 3871.647461
	Iteration 113Q: 3 clusters Score -1.892736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 143725 members 
Entering Unmasked Estep 
Score: -18927374.000000 Penalty: 3871.647461
	Iteration 114Q: 3 clusters Score -1.892737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 143723 members 
Entering Unmasked Estep 
Score: -18927368.000000 Penalty: 3871.647461
	Iteration 115Q: 3 clusters Score -1.892737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 143720 members 
Entering Unmasked Estep 
Score: -18927380.000000 Penalty: 3871.647461
	Iteration 116Q: 3 clusters Score -1.892738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 143719 members 
Entering Unmasked Estep 
Score: -18927390.000000 Penalty: 3871.647461
	Iteration 117Q: 3 clusters Score -1.892739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 143719 members 
Entering Unmasked Estep 
Score: -18927390.000000 Penalty: 3871.647461
	Iteration 118F: 3 clusters Score -1.892739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 87037 members 
Mstep: Class 3 contains 27270 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10756 members 
Mstep: Class 6 contains 125064 members 
Mstep: Class 7 contains 4615 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 131591 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15451 members 
Mstep: Class 13 contains 37919 members 
Mstep: Class 14 contains 7618 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 30245 members 
Mstep: Class 17 contains 33052 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 8782 members 
Mstep: Class 20 contains 29471 members 
Mstep: Class 21 contains 16775 members 
Mstep: Class 22 contains 3583 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 61653 members 
Mstep: Class 26 contains 26524 members 
Mstep: Class 27 contains 15731 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22704 members 
Mstep: Class 30 contains 4216 members 
Mstep: Class 31 contains 5439 members 
Mstep: Class 32 contains 223 members 
Mstep: Class 33 contains 2909 members 
Mstep: Class 34 contains 143719 members 
Entering Unmasked Estep 
Score: -108934552.000000 Penalty: 75654.937500
Splitting cluster 31 changes total score from -108928496.000000 to -108934552.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 32 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -12888.018555 Penalty: 878.665405
	Iteration 0F: 2 clusters Score -12888.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12375.719727 Penalty: 1757.330811
	Iteration 0F: 3 clusters Score -12375.72 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12735.589844 Penalty: 1757.330811
	Iteration 1F: 3 clusters Score -12735.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12841.940430 Penalty: 1757.330811
	Iteration 2Q: 3 clusters Score -12841.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12940.449219 Penalty: 1757.330811
	Iteration 3Q: 3 clusters Score -12940.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13004.109375 Penalty: 1757.330811
	Iteration 4Q: 3 clusters Score -13004.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13046.345703 Penalty: 1757.330811
	Iteration 5Q: 3 clusters Score -13046.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13059.343750 Penalty: 1757.330811
	Iteration 6Q: 3 clusters Score -13059.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13074.494141 Penalty: 1757.330811
	Iteration 7Q: 3 clusters Score -13074.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13076.660156 Penalty: 1757.330811
	Iteration 8F: 3 clusters Score -13076.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13084.711914 Penalty: 1757.330811
	Iteration 9Q: 3 clusters Score -13084.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13084.711914 Penalty: 1757.330811
	Iteration 10F: 3 clusters Score -13084.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 87037 members 
Mstep: Class 3 contains 27270 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10756 members 
Mstep: Class 6 contains 125064 members 
Mstep: Class 7 contains 4615 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 131591 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15451 members 
Mstep: Class 13 contains 37919 members 
Mstep: Class 14 contains 7618 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 30245 members 
Mstep: Class 17 contains 33052 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 8782 members 
Mstep: Class 20 contains 29471 members 
Mstep: Class 21 contains 16775 members 
Mstep: Class 22 contains 3583 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 61653 members 
Mstep: Class 26 contains 26524 members 
Mstep: Class 27 contains 15731 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22704 members 
Mstep: Class 30 contains 4216 members 
Mstep: Class 31 contains 5439 members 
Mstep: Class 32 contains 80 members 
Mstep: Class 33 contains 2909 members 
Mstep: Class 34 contains 143719 members 
Mstep: Class 35 contains 143 members 
Entering Unmasked Estep 
Score: -108933424.000000 Penalty: 77880.085938
Splitting cluster 32 changes total score from -108928496.000000 to -108933424.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 87037 members 
Mstep: Class 3 contains 27270 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10756 members 
Mstep: Class 6 contains 125064 members 
Mstep: Class 7 contains 4615 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 131591 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15451 members 
Mstep: Class 13 contains 37919 members 
Mstep: Class 14 contains 7618 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 30245 members 
Mstep: Class 17 contains 33052 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 8782 members 
Mstep: Class 20 contains 29471 members 
Mstep: Class 21 contains 16775 members 
Mstep: Class 22 contains 3583 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 61653 members 
Mstep: Class 26 contains 26524 members 
Mstep: Class 27 contains 15731 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22704 members 
Mstep: Class 30 contains 4216 members 
Mstep: Class 31 contains 5439 members 
Mstep: Class 32 contains 80 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108934216.000000 Penalty: 77880.085938
Iteration 119Q: 36 clusters Score -1.089342e+08 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 86857 members 
Mstep: Class 3 contains 27276 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10750 members 
Mstep: Class 6 contains 125901 members 
Mstep: Class 7 contains 4618 members 
Mstep: Class 8 contains 5381 members 
Mstep: Class 9 contains 131332 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 15439 members 
Mstep: Class 13 contains 37974 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 30215 members 
Mstep: Class 17 contains 33082 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 8793 members 
Mstep: Class 20 contains 29617 members 
Mstep: Class 21 contains 16768 members 
Mstep: Class 22 contains 3584 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3731 members 
Mstep: Class 25 contains 61808 members 
Mstep: Class 26 contains 26641 members 
Mstep: Class 27 contains 15763 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22747 members 
Mstep: Class 30 contains 4208 members 
Mstep: Class 31 contains 5877 members 
Mstep: Class 32 contains 80 members 
Mstep: Class 33 contains 2867 members 
Mstep: Class 34 contains 142321 members 
Mstep: Class 35 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936256.000000 Penalty: 77880.085938
Iteration 120F: 36 clusters Score -1.089363e+08 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 86690 members 
Mstep: Class 3 contains 27277 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 10617 members 
Mstep: Class 6 contains 126467 members 
Mstep: Class 7 contains 4618 members 
Mstep: Class 8 contains 5438 members 
Mstep: Class 9 contains 130600 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 15398 members 
Mstep: Class 13 contains 38029 members 
Mstep: Class 14 contains 7626 members 
Mstep: Class 15 contains 5457 members 
Mstep: Class 16 contains 30166 members 
Mstep: Class 17 contains 32776 members 
Mstep: Class 18 contains 3864 members 
Mstep: Class 19 contains 8778 members 
Mstep: Class 20 contains 29738 members 
Mstep: Class 21 contains 16759 members 
Mstep: Class 22 contains 3583 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 61435 members 
Mstep: Class 26 contains 26690 members 
Mstep: Class 27 contains 15505 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 22758 members 
Mstep: Class 30 contains 4193 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 85 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 143310 members 
Mstep: Class 35 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936576.000000 Penalty: 77880.085938
Iteration 121Q: 36 clusters Score -1.089366e+08 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 86527 members 
Mstep: Class 3 contains 27299 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 10553 members 
Mstep: Class 6 contains 126921 members 
Mstep: Class 7 contains 4621 members 
Mstep: Class 8 contains 5479 members 
Mstep: Class 9 contains 130056 members 
Mstep: Class 10 contains 4911 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 15378 members 
Mstep: Class 13 contains 38071 members 
Mstep: Class 14 contains 7621 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 30157 members 
Mstep: Class 17 contains 32550 members 
Mstep: Class 18 contains 3857 members 
Mstep: Class 19 contains 8768 members 
Mstep: Class 20 contains 29867 members 
Mstep: Class 21 contains 16736 members 
Mstep: Class 22 contains 3585 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3731 members 
Mstep: Class 25 contains 61219 members 
Mstep: Class 26 contains 26744 members 
Mstep: Class 27 contains 15325 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22775 members 
Mstep: Class 30 contains 4183 members 
Mstep: Class 31 contains 6566 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 2934 members 
Mstep: Class 34 contains 143652 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936784.000000 Penalty: 77880.085938
Iteration 122Q: 36 clusters Score -1.089368e+08 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 86400 members 
Mstep: Class 3 contains 27325 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 10530 members 
Mstep: Class 6 contains 127260 members 
Mstep: Class 7 contains 4624 members 
Mstep: Class 8 contains 5537 members 
Mstep: Class 9 contains 129620 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 15379 members 
Mstep: Class 13 contains 38127 members 
Mstep: Class 14 contains 7605 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 30149 members 
Mstep: Class 17 contains 32374 members 
Mstep: Class 18 contains 3846 members 
Mstep: Class 19 contains 8761 members 
Mstep: Class 20 contains 29959 members 
Mstep: Class 21 contains 16737 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 61047 members 
Mstep: Class 26 contains 26797 members 
Mstep: Class 27 contains 15167 members 
Mstep: Class 28 contains 502 members 
Mstep: Class 29 contains 22785 members 
Mstep: Class 30 contains 4175 members 
Mstep: Class 31 contains 7014 members 
Mstep: Class 32 contains 87 members 
Mstep: Class 33 contains 2958 members 
Mstep: Class 34 contains 143700 members 
Mstep: Class 35 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937104.000000 Penalty: 77880.085938
Iteration 123Q: 36 clusters Score -1.089371e+08 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 86263 members 
Mstep: Class 3 contains 27341 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 127453 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 5587 members 
Mstep: Class 9 contains 129312 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 15399 members 
Mstep: Class 13 contains 38202 members 
Mstep: Class 14 contains 7597 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 30137 members 
Mstep: Class 17 contains 32224 members 
Mstep: Class 18 contains 3831 members 
Mstep: Class 19 contains 8735 members 
Mstep: Class 20 contains 30051 members 
Mstep: Class 21 contains 16742 members 
Mstep: Class 22 contains 3596 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 60929 members 
Mstep: Class 26 contains 26858 members 
Mstep: Class 27 contains 14989 members 
Mstep: Class 28 contains 502 members 
Mstep: Class 29 contains 22787 members 
Mstep: Class 30 contains 4167 members 
Mstep: Class 31 contains 7509 members 
Mstep: Class 32 contains 90 members 
Mstep: Class 33 contains 2989 members 
Mstep: Class 34 contains 143653 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937424.000000 Penalty: 77880.085938
Iteration 124Q: 36 clusters Score -1.089374e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 86132 members 
Mstep: Class 3 contains 27340 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10502 members 
Mstep: Class 6 contains 127543 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 5636 members 
Mstep: Class 9 contains 129111 members 
Mstep: Class 10 contains 4853 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 15414 members 
Mstep: Class 13 contains 38271 members 
Mstep: Class 14 contains 7593 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 30142 members 
Mstep: Class 17 contains 32089 members 
Mstep: Class 18 contains 3832 members 
Mstep: Class 19 contains 8706 members 
Mstep: Class 20 contains 30126 members 
Mstep: Class 21 contains 16745 members 
Mstep: Class 22 contains 3602 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 60825 members 
Mstep: Class 26 contains 26923 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 502 members 
Mstep: Class 29 contains 22796 members 
Mstep: Class 30 contains 4152 members 
Mstep: Class 31 contains 8064 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 3017 members 
Mstep: Class 34 contains 143485 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937928.000000 Penalty: 77880.085938
Iteration 125Q: 36 clusters Score -1.089379e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 86031 members 
Mstep: Class 3 contains 27332 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10492 members 
Mstep: Class 6 contains 127578 members 
Mstep: Class 7 contains 4634 members 
Mstep: Class 8 contains 5665 members 
Mstep: Class 9 contains 128977 members 
Mstep: Class 10 contains 4829 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 15408 members 
Mstep: Class 13 contains 38333 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 30150 members 
Mstep: Class 17 contains 31953 members 
Mstep: Class 18 contains 3834 members 
Mstep: Class 19 contains 8691 members 
Mstep: Class 20 contains 30190 members 
Mstep: Class 21 contains 16732 members 
Mstep: Class 22 contains 3603 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 60766 members 
Mstep: Class 26 contains 26959 members 
Mstep: Class 27 contains 14702 members 
Mstep: Class 28 contains 502 members 
Mstep: Class 29 contains 22819 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 8655 members 
Mstep: Class 32 contains 94 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 143264 members 
Mstep: Class 35 contains 148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938496.000000 Penalty: 77880.085938
Iteration 126Q: 36 clusters Score -1.089385e+08 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 85921 members 
Mstep: Class 3 contains 27316 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10477 members 
Mstep: Class 6 contains 127568 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 5706 members 
Mstep: Class 9 contains 128843 members 
Mstep: Class 10 contains 4807 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 15406 members 
Mstep: Class 13 contains 38407 members 
Mstep: Class 14 contains 7588 members 
Mstep: Class 15 contains 5446 members 
Mstep: Class 16 contains 30153 members 
Mstep: Class 17 contains 31818 members 
Mstep: Class 18 contains 3827 members 
Mstep: Class 19 contains 8681 members 
Mstep: Class 20 contains 30263 members 
Mstep: Class 21 contains 16720 members 
Mstep: Class 22 contains 3610 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 60720 members 
Mstep: Class 26 contains 26991 members 
Mstep: Class 27 contains 14564 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 22835 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 9255 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 3054 members 
Mstep: Class 34 contains 143065 members 
Mstep: Class 35 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938992.000000 Penalty: 77880.085938
Iteration 127Q: 36 clusters Score -1.08939e+08 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 85857 members 
Mstep: Class 3 contains 27298 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10468 members 
Mstep: Class 6 contains 127533 members 
Mstep: Class 7 contains 4647 members 
Mstep: Class 8 contains 5742 members 
Mstep: Class 9 contains 128736 members 
Mstep: Class 10 contains 4785 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15413 members 
Mstep: Class 13 contains 38491 members 
Mstep: Class 14 contains 7585 members 
Mstep: Class 15 contains 5446 members 
Mstep: Class 16 contains 30166 members 
Mstep: Class 17 contains 31689 members 
Mstep: Class 18 contains 3819 members 
Mstep: Class 19 contains 8664 members 
Mstep: Class 20 contains 30321 members 
Mstep: Class 21 contains 16694 members 
Mstep: Class 22 contains 3612 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 60675 members 
Mstep: Class 26 contains 27029 members 
Mstep: Class 27 contains 14397 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 22854 members 
Mstep: Class 30 contains 4127 members 
Mstep: Class 31 contains 9870 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 3079 members 
Mstep: Class 34 contains 142818 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939472.000000 Penalty: 77880.085938
Iteration 128Q: 36 clusters Score -1.089395e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 85796 members 
Mstep: Class 3 contains 27286 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10466 members 
Mstep: Class 6 contains 127482 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 5771 members 
Mstep: Class 9 contains 128648 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15390 members 
Mstep: Class 13 contains 38571 members 
Mstep: Class 14 contains 7576 members 
Mstep: Class 15 contains 5448 members 
Mstep: Class 16 contains 30186 members 
Mstep: Class 17 contains 31579 members 
Mstep: Class 18 contains 3813 members 
Mstep: Class 19 contains 8640 members 
Mstep: Class 20 contains 30356 members 
Mstep: Class 21 contains 16672 members 
Mstep: Class 22 contains 3613 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 60613 members 
Mstep: Class 26 contains 27094 members 
Mstep: Class 27 contains 14222 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 22876 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 10519 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 3093 members 
Mstep: Class 34 contains 142578 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939760.000000 Penalty: 77880.085938
Iteration 129Q: 36 clusters Score -1.089398e+08 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 85740 members 
Mstep: Class 3 contains 27285 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10468 members 
Mstep: Class 6 contains 127384 members 
Mstep: Class 7 contains 4669 members 
Mstep: Class 8 contains 5797 members 
Mstep: Class 9 contains 128591 members 
Mstep: Class 10 contains 4694 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15368 members 
Mstep: Class 13 contains 38637 members 
Mstep: Class 14 contains 7570 members 
Mstep: Class 15 contains 5446 members 
Mstep: Class 16 contains 30186 members 
Mstep: Class 17 contains 31456 members 
Mstep: Class 18 contains 3808 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 30398 members 
Mstep: Class 21 contains 16648 members 
Mstep: Class 22 contains 3616 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 60549 members 
Mstep: Class 26 contains 27176 members 
Mstep: Class 27 contains 14038 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 22893 members 
Mstep: Class 30 contains 4114 members 
Mstep: Class 31 contains 11173 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 3113 members 
Mstep: Class 34 contains 142380 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940008.000000 Penalty: 77880.085938
Iteration 130Q: 36 clusters Score -1.0894e+08 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 85700 members 
Mstep: Class 3 contains 27271 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10467 members 
Mstep: Class 6 contains 127294 members 
Mstep: Class 7 contains 4684 members 
Mstep: Class 8 contains 5812 members 
Mstep: Class 9 contains 128521 members 
Mstep: Class 10 contains 4623 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15337 members 
Mstep: Class 13 contains 38687 members 
Mstep: Class 14 contains 7563 members 
Mstep: Class 15 contains 5447 members 
Mstep: Class 16 contains 30172 members 
Mstep: Class 17 contains 31347 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 8575 members 
Mstep: Class 20 contains 30433 members 
Mstep: Class 21 contains 16631 members 
Mstep: Class 22 contains 3617 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 60525 members 
Mstep: Class 26 contains 27266 members 
Mstep: Class 27 contains 13872 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 22910 members 
Mstep: Class 30 contains 4107 members 
Mstep: Class 31 contains 11801 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 3119 members 
Mstep: Class 34 contains 142227 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940280.000000 Penalty: 77880.085938
Iteration 131Q: 36 clusters Score -1.089403e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 85648 members 
Mstep: Class 3 contains 27254 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10453 members 
Mstep: Class 6 contains 127155 members 
Mstep: Class 7 contains 4692 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 128458 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15323 members 
Mstep: Class 13 contains 38736 members 
Mstep: Class 14 contains 7560 members 
Mstep: Class 15 contains 5445 members 
Mstep: Class 16 contains 30174 members 
Mstep: Class 17 contains 31228 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 8528 members 
Mstep: Class 20 contains 30478 members 
Mstep: Class 21 contains 16611 members 
Mstep: Class 22 contains 3620 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 60494 members 
Mstep: Class 26 contains 27349 members 
Mstep: Class 27 contains 13704 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22935 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 12476 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 3156 members 
Mstep: Class 34 contains 142045 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940544.000000 Penalty: 77880.085938
Iteration 132Q: 36 clusters Score -1.089405e+08 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 85604 members 
Mstep: Class 3 contains 27240 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10447 members 
Mstep: Class 6 contains 127064 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 5835 members 
Mstep: Class 9 contains 128375 members 
Mstep: Class 10 contains 4497 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15307 members 
Mstep: Class 13 contains 38812 members 
Mstep: Class 14 contains 7556 members 
Mstep: Class 15 contains 5447 members 
Mstep: Class 16 contains 30176 members 
Mstep: Class 17 contains 31121 members 
Mstep: Class 18 contains 3805 members 
Mstep: Class 19 contains 8477 members 
Mstep: Class 20 contains 30510 members 
Mstep: Class 21 contains 16598 members 
Mstep: Class 22 contains 3620 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3722 members 
Mstep: Class 25 contains 60444 members 
Mstep: Class 26 contains 27439 members 
Mstep: Class 27 contains 13542 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22966 members 
Mstep: Class 30 contains 4088 members 
Mstep: Class 31 contains 13154 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 3165 members 
Mstep: Class 34 contains 141821 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940976.000000 Penalty: 77880.085938
Iteration 133Q: 36 clusters Score -1.08941e+08 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 85567 members 
Mstep: Class 3 contains 27219 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10439 members 
Mstep: Class 6 contains 126921 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 128308 members 
Mstep: Class 10 contains 4443 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15281 members 
Mstep: Class 13 contains 38885 members 
Mstep: Class 14 contains 7551 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 30168 members 
Mstep: Class 17 contains 31031 members 
Mstep: Class 18 contains 3801 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 30534 members 
Mstep: Class 21 contains 16574 members 
Mstep: Class 22 contains 3622 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3722 members 
Mstep: Class 25 contains 60414 members 
Mstep: Class 26 contains 27533 members 
Mstep: Class 27 contains 13404 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 22994 members 
Mstep: Class 30 contains 4078 members 
Mstep: Class 31 contains 13849 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 3173 members 
Mstep: Class 34 contains 141603 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941664.000000 Penalty: 77880.085938
Iteration 134Q: 36 clusters Score -1.089417e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 85501 members 
Mstep: Class 3 contains 27190 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10440 members 
Mstep: Class 6 contains 126818 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 128253 members 
Mstep: Class 10 contains 4389 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15259 members 
Mstep: Class 13 contains 38924 members 
Mstep: Class 14 contains 7549 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 30167 members 
Mstep: Class 17 contains 30956 members 
Mstep: Class 18 contains 3800 members 
Mstep: Class 19 contains 8359 members 
Mstep: Class 20 contains 30579 members 
Mstep: Class 21 contains 16566 members 
Mstep: Class 22 contains 3625 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 60381 members 
Mstep: Class 26 contains 27635 members 
Mstep: Class 27 contains 13257 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23009 members 
Mstep: Class 30 contains 4071 members 
Mstep: Class 31 contains 14511 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 3161 members 
Mstep: Class 34 contains 141412 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942016.000000 Penalty: 77880.085938
Iteration 135Q: 36 clusters Score -1.08942e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 85439 members 
Mstep: Class 3 contains 27161 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10442 members 
Mstep: Class 6 contains 126699 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 5848 members 
Mstep: Class 9 contains 128231 members 
Mstep: Class 10 contains 4353 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15239 members 
Mstep: Class 13 contains 38967 members 
Mstep: Class 14 contains 7545 members 
Mstep: Class 15 contains 5451 members 
Mstep: Class 16 contains 30149 members 
Mstep: Class 17 contains 30891 members 
Mstep: Class 18 contains 3801 members 
Mstep: Class 19 contains 8278 members 
Mstep: Class 20 contains 30622 members 
Mstep: Class 21 contains 16557 members 
Mstep: Class 22 contains 3625 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3721 members 
Mstep: Class 25 contains 60350 members 
Mstep: Class 26 contains 27716 members 
Mstep: Class 27 contains 13098 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23022 members 
Mstep: Class 30 contains 4066 members 
Mstep: Class 31 contains 15123 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 3159 members 
Mstep: Class 34 contains 141268 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942552.000000 Penalty: 77880.085938
Iteration 136Q: 36 clusters Score -1.089426e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 85388 members 
Mstep: Class 3 contains 27142 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10449 members 
Mstep: Class 6 contains 126594 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 128194 members 
Mstep: Class 10 contains 4321 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15214 members 
Mstep: Class 13 contains 39015 members 
Mstep: Class 14 contains 7538 members 
Mstep: Class 15 contains 5451 members 
Mstep: Class 16 contains 30119 members 
Mstep: Class 17 contains 30839 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 8212 members 
Mstep: Class 20 contains 30652 members 
Mstep: Class 21 contains 16550 members 
Mstep: Class 22 contains 3623 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3721 members 
Mstep: Class 25 contains 60327 members 
Mstep: Class 26 contains 27792 members 
Mstep: Class 27 contains 12972 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23036 members 
Mstep: Class 30 contains 4062 members 
Mstep: Class 31 contains 15652 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 3170 members 
Mstep: Class 34 contains 141136 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943000.000000 Penalty: 77880.085938
Iteration 137Q: 36 clusters Score -1.08943e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 85341 members 
Mstep: Class 3 contains 27126 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10452 members 
Mstep: Class 6 contains 126460 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 128149 members 
Mstep: Class 10 contains 4286 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15207 members 
Mstep: Class 13 contains 39064 members 
Mstep: Class 14 contains 7537 members 
Mstep: Class 15 contains 5448 members 
Mstep: Class 16 contains 30106 members 
Mstep: Class 17 contains 30782 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 8137 members 
Mstep: Class 20 contains 30688 members 
Mstep: Class 21 contains 16551 members 
Mstep: Class 22 contains 3625 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3721 members 
Mstep: Class 25 contains 60292 members 
Mstep: Class 26 contains 27867 members 
Mstep: Class 27 contains 12858 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23043 members 
Mstep: Class 30 contains 4060 members 
Mstep: Class 31 contains 16147 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 3183 members 
Mstep: Class 34 contains 141034 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943520.000000 Penalty: 77880.085938
Iteration 138Q: 36 clusters Score -1.089435e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 85296 members 
Mstep: Class 3 contains 27105 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10454 members 
Mstep: Class 6 contains 126330 members 
Mstep: Class 7 contains 4717 members 
Mstep: Class 8 contains 5845 members 
Mstep: Class 9 contains 128139 members 
Mstep: Class 10 contains 4256 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15184 members 
Mstep: Class 13 contains 39100 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 5446 members 
Mstep: Class 16 contains 30078 members 
Mstep: Class 17 contains 30732 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 8062 members 
Mstep: Class 20 contains 30722 members 
Mstep: Class 21 contains 16562 members 
Mstep: Class 22 contains 3624 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3721 members 
Mstep: Class 25 contains 60279 members 
Mstep: Class 26 contains 27928 members 
Mstep: Class 27 contains 12745 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23050 members 
Mstep: Class 30 contains 4060 members 
Mstep: Class 31 contains 16603 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 3195 members 
Mstep: Class 34 contains 140952 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944192.000000 Penalty: 77880.085938
Iteration 139Q: 36 clusters Score -1.089442e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 85232 members 
Mstep: Class 3 contains 27084 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10453 members 
Mstep: Class 6 contains 126208 members 
Mstep: Class 7 contains 4722 members 
Mstep: Class 8 contains 5843 members 
Mstep: Class 9 contains 128129 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 39153 members 
Mstep: Class 14 contains 7535 members 
Mstep: Class 15 contains 5445 members 
Mstep: Class 16 contains 30047 members 
Mstep: Class 17 contains 30702 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 7979 members 
Mstep: Class 20 contains 30751 members 
Mstep: Class 21 contains 16571 members 
Mstep: Class 22 contains 3626 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3719 members 
Mstep: Class 25 contains 60250 members 
Mstep: Class 26 contains 27976 members 
Mstep: Class 27 contains 12651 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23063 members 
Mstep: Class 30 contains 4059 members 
Mstep: Class 31 contains 17052 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 3193 members 
Mstep: Class 34 contains 140879 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944648.000000 Penalty: 77880.085938
Iteration 140F: 36 clusters Score -1.089446e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 85171 members 
Mstep: Class 3 contains 27054 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 10451 members 
Mstep: Class 6 contains 126107 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 5849 members 
Mstep: Class 9 contains 128088 members 
Mstep: Class 10 contains 4202 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15150 members 
Mstep: Class 13 contains 39189 members 
Mstep: Class 14 contains 7535 members 
Mstep: Class 15 contains 5443 members 
Mstep: Class 16 contains 30011 members 
Mstep: Class 17 contains 30671 members 
Mstep: Class 18 contains 3797 members 
Mstep: Class 19 contains 7909 members 
Mstep: Class 20 contains 30788 members 
Mstep: Class 21 contains 16571 members 
Mstep: Class 22 contains 3627 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3720 members 
Mstep: Class 25 contains 60221 members 
Mstep: Class 26 contains 28019 members 
Mstep: Class 27 contains 12556 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23079 members 
Mstep: Class 30 contains 4057 members 
Mstep: Class 31 contains 17664 members 
Mstep: Class 32 contains 99 members 
Mstep: Class 33 contains 3187 members 
Mstep: Class 34 contains 140679 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945232.000000 Penalty: 77880.085938
Iteration 141Q: 36 clusters Score -1.089452e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 85108 members 
Mstep: Class 3 contains 27028 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 125966 members 
Mstep: Class 7 contains 4726 members 
Mstep: Class 8 contains 5863 members 
Mstep: Class 9 contains 128034 members 
Mstep: Class 10 contains 4172 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15134 members 
Mstep: Class 13 contains 39231 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 5443 members 
Mstep: Class 16 contains 29981 members 
Mstep: Class 17 contains 30646 members 
Mstep: Class 18 contains 3794 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 30813 members 
Mstep: Class 21 contains 16570 members 
Mstep: Class 22 contains 3630 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3720 members 
Mstep: Class 25 contains 60210 members 
Mstep: Class 26 contains 28049 members 
Mstep: Class 27 contains 12449 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23087 members 
Mstep: Class 30 contains 4053 members 
Mstep: Class 31 contains 18294 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3178 members 
Mstep: Class 34 contains 140529 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945728.000000 Penalty: 77880.085938
Iteration 142Q: 36 clusters Score -1.089457e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 85062 members 
Mstep: Class 3 contains 26995 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 125869 members 
Mstep: Class 7 contains 4728 members 
Mstep: Class 8 contains 5866 members 
Mstep: Class 9 contains 127988 members 
Mstep: Class 10 contains 4149 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15111 members 
Mstep: Class 13 contains 39270 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 5443 members 
Mstep: Class 16 contains 29948 members 
Mstep: Class 17 contains 30626 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 7731 members 
Mstep: Class 20 contains 30840 members 
Mstep: Class 21 contains 16564 members 
Mstep: Class 22 contains 3631 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3721 members 
Mstep: Class 25 contains 60188 members 
Mstep: Class 26 contains 28088 members 
Mstep: Class 27 contains 12344 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23092 members 
Mstep: Class 30 contains 4051 members 
Mstep: Class 31 contains 18865 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3182 members 
Mstep: Class 34 contains 140395 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945928.000000 Penalty: 77880.085938
Iteration 143Q: 36 clusters Score -1.089459e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 85027 members 
Mstep: Class 3 contains 26971 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 125736 members 
Mstep: Class 7 contains 4733 members 
Mstep: Class 8 contains 5863 members 
Mstep: Class 9 contains 127940 members 
Mstep: Class 10 contains 4121 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15078 members 
Mstep: Class 13 contains 39297 members 
Mstep: Class 14 contains 7522 members 
Mstep: Class 15 contains 5441 members 
Mstep: Class 16 contains 29926 members 
Mstep: Class 17 contains 30610 members 
Mstep: Class 18 contains 3789 members 
Mstep: Class 19 contains 7650 members 
Mstep: Class 20 contains 30866 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 3632 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3721 members 
Mstep: Class 25 contains 60173 members 
Mstep: Class 26 contains 28135 members 
Mstep: Class 27 contains 12271 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23094 members 
Mstep: Class 30 contains 4052 members 
Mstep: Class 31 contains 19438 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3174 members 
Mstep: Class 34 contains 140245 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946480.000000 Penalty: 77880.085938
Iteration 144Q: 36 clusters Score -1.089465e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 84981 members 
Mstep: Class 3 contains 26946 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 10448 members 
Mstep: Class 6 contains 125610 members 
Mstep: Class 7 contains 4743 members 
Mstep: Class 8 contains 5878 members 
Mstep: Class 9 contains 127883 members 
Mstep: Class 10 contains 4093 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15055 members 
Mstep: Class 13 contains 39323 members 
Mstep: Class 14 contains 7520 members 
Mstep: Class 15 contains 5442 members 
Mstep: Class 16 contains 29888 members 
Mstep: Class 17 contains 30584 members 
Mstep: Class 18 contains 3786 members 
Mstep: Class 19 contains 7567 members 
Mstep: Class 20 contains 30883 members 
Mstep: Class 21 contains 16564 members 
Mstep: Class 22 contains 3632 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3721 members 
Mstep: Class 25 contains 60171 members 
Mstep: Class 26 contains 28172 members 
Mstep: Class 27 contains 12180 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23102 members 
Mstep: Class 30 contains 4050 members 
Mstep: Class 31 contains 19984 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 140142 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946552.000000 Penalty: 77880.085938
Iteration 145Q: 36 clusters Score -1.089466e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 84926 members 
Mstep: Class 3 contains 26921 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10449 members 
Mstep: Class 6 contains 125463 members 
Mstep: Class 7 contains 4745 members 
Mstep: Class 8 contains 5886 members 
Mstep: Class 9 contains 127820 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15030 members 
Mstep: Class 13 contains 39351 members 
Mstep: Class 14 contains 7519 members 
Mstep: Class 15 contains 5441 members 
Mstep: Class 16 contains 29862 members 
Mstep: Class 17 contains 30571 members 
Mstep: Class 18 contains 3788 members 
Mstep: Class 19 contains 7479 members 
Mstep: Class 20 contains 30891 members 
Mstep: Class 21 contains 16564 members 
Mstep: Class 22 contains 3631 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3721 members 
Mstep: Class 25 contains 60171 members 
Mstep: Class 26 contains 28216 members 
Mstep: Class 27 contains 12078 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23113 members 
Mstep: Class 30 contains 4049 members 
Mstep: Class 31 contains 20506 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3163 members 
Mstep: Class 34 contains 140099 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946352.000000 Penalty: 77880.085938
Iteration 146Q: 36 clusters Score -1.089464e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 84885 members 
Mstep: Class 3 contains 26904 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10452 members 
Mstep: Class 6 contains 125337 members 
Mstep: Class 7 contains 4746 members 
Mstep: Class 8 contains 5903 members 
Mstep: Class 9 contains 127765 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 15004 members 
Mstep: Class 13 contains 39380 members 
Mstep: Class 14 contains 7519 members 
Mstep: Class 15 contains 5440 members 
Mstep: Class 16 contains 29827 members 
Mstep: Class 17 contains 30559 members 
Mstep: Class 18 contains 3788 members 
Mstep: Class 19 contains 7386 members 
Mstep: Class 20 contains 30913 members 
Mstep: Class 21 contains 16557 members 
Mstep: Class 22 contains 3631 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3721 members 
Mstep: Class 25 contains 60158 members 
Mstep: Class 26 contains 28253 members 
Mstep: Class 27 contains 11978 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23124 members 
Mstep: Class 30 contains 4049 members 
Mstep: Class 31 contains 21037 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3144 members 
Mstep: Class 34 contains 140019 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946544.000000 Penalty: 77880.085938
Iteration 147Q: 36 clusters Score -1.089465e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 84839 members 
Mstep: Class 3 contains 26900 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10453 members 
Mstep: Class 6 contains 125211 members 
Mstep: Class 7 contains 4750 members 
Mstep: Class 8 contains 5915 members 
Mstep: Class 9 contains 127697 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14982 members 
Mstep: Class 13 contains 39406 members 
Mstep: Class 14 contains 7521 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 29801 members 
Mstep: Class 17 contains 30553 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 7298 members 
Mstep: Class 20 contains 30938 members 
Mstep: Class 21 contains 16552 members 
Mstep: Class 22 contains 3631 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 60153 members 
Mstep: Class 26 contains 28295 members 
Mstep: Class 27 contains 11907 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23127 members 
Mstep: Class 30 contains 4049 members 
Mstep: Class 31 contains 21527 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3143 members 
Mstep: Class 34 contains 139909 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946920.000000 Penalty: 77880.085938
Iteration 148Q: 36 clusters Score -1.089469e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 84797 members 
Mstep: Class 3 contains 26887 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10458 members 
Mstep: Class 6 contains 125105 members 
Mstep: Class 7 contains 4757 members 
Mstep: Class 8 contains 5926 members 
Mstep: Class 9 contains 127654 members 
Mstep: Class 10 contains 3985 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14958 members 
Mstep: Class 13 contains 39429 members 
Mstep: Class 14 contains 7520 members 
Mstep: Class 15 contains 5440 members 
Mstep: Class 16 contains 29775 members 
Mstep: Class 17 contains 30547 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 30947 members 
Mstep: Class 21 contains 16546 members 
Mstep: Class 22 contains 3632 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 60145 members 
Mstep: Class 26 contains 28321 members 
Mstep: Class 27 contains 11846 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23137 members 
Mstep: Class 30 contains 4046 members 
Mstep: Class 31 contains 21998 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3127 members 
Mstep: Class 34 contains 139808 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108947544.000000 Penalty: 77880.085938
Iteration 149Q: 36 clusters Score -1.089475e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 84765 members 
Mstep: Class 3 contains 26876 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 125045 members 
Mstep: Class 7 contains 4761 members 
Mstep: Class 8 contains 5933 members 
Mstep: Class 9 contains 127592 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14948 members 
Mstep: Class 13 contains 39448 members 
Mstep: Class 14 contains 7517 members 
Mstep: Class 15 contains 5442 members 
Mstep: Class 16 contains 29742 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 7143 members 
Mstep: Class 20 contains 30954 members 
Mstep: Class 21 contains 16539 members 
Mstep: Class 22 contains 3633 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 60139 members 
Mstep: Class 26 contains 28354 members 
Mstep: Class 27 contains 11797 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23144 members 
Mstep: Class 30 contains 4043 members 
Mstep: Class 31 contains 22411 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3134 members 
Mstep: Class 34 contains 139706 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108947640.000000 Penalty: 77880.085938
Iteration 150Q: 36 clusters Score -1.089476e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 84736 members 
Mstep: Class 3 contains 26865 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10452 members 
Mstep: Class 6 contains 124957 members 
Mstep: Class 7 contains 4765 members 
Mstep: Class 8 contains 5942 members 
Mstep: Class 9 contains 127537 members 
Mstep: Class 10 contains 3932 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14930 members 
Mstep: Class 13 contains 39462 members 
Mstep: Class 14 contains 7515 members 
Mstep: Class 15 contains 5445 members 
Mstep: Class 16 contains 29714 members 
Mstep: Class 17 contains 30510 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 7068 members 
Mstep: Class 20 contains 30962 members 
Mstep: Class 21 contains 16528 members 
Mstep: Class 22 contains 3633 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3722 members 
Mstep: Class 25 contains 60125 members 
Mstep: Class 26 contains 28388 members 
Mstep: Class 27 contains 11738 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23149 members 
Mstep: Class 30 contains 4040 members 
Mstep: Class 31 contains 22853 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3144 members 
Mstep: Class 34 contains 139622 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108947792.000000 Penalty: 77880.085938
Iteration 151Q: 36 clusters Score -1.089478e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 84709 members 
Mstep: Class 3 contains 26866 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10450 members 
Mstep: Class 6 contains 124870 members 
Mstep: Class 7 contains 4767 members 
Mstep: Class 8 contains 5950 members 
Mstep: Class 9 contains 127483 members 
Mstep: Class 10 contains 3911 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14921 members 
Mstep: Class 13 contains 39488 members 
Mstep: Class 14 contains 7513 members 
Mstep: Class 15 contains 5445 members 
Mstep: Class 16 contains 29699 members 
Mstep: Class 17 contains 30501 members 
Mstep: Class 18 contains 3781 members 
Mstep: Class 19 contains 6978 members 
Mstep: Class 20 contains 30966 members 
Mstep: Class 21 contains 16521 members 
Mstep: Class 22 contains 3633 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 60108 members 
Mstep: Class 26 contains 28413 members 
Mstep: Class 27 contains 11688 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23161 members 
Mstep: Class 30 contains 4035 members 
Mstep: Class 31 contains 23264 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3165 members 
Mstep: Class 34 contains 139508 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108947928.000000 Penalty: 77880.085938
Iteration 152Q: 36 clusters Score -1.089479e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 84681 members 
Mstep: Class 3 contains 26864 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10453 members 
Mstep: Class 6 contains 124757 members 
Mstep: Class 7 contains 4768 members 
Mstep: Class 8 contains 5965 members 
Mstep: Class 9 contains 127445 members 
Mstep: Class 10 contains 3878 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14902 members 
Mstep: Class 13 contains 39511 members 
Mstep: Class 14 contains 7511 members 
Mstep: Class 15 contains 5446 members 
Mstep: Class 16 contains 29684 members 
Mstep: Class 17 contains 30496 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 6900 members 
Mstep: Class 20 contains 30967 members 
Mstep: Class 21 contains 16516 members 
Mstep: Class 22 contains 3633 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 60101 members 
Mstep: Class 26 contains 28430 members 
Mstep: Class 27 contains 11652 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23173 members 
Mstep: Class 30 contains 4029 members 
Mstep: Class 31 contains 23666 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3183 members 
Mstep: Class 34 contains 139402 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108948264.000000 Penalty: 77880.085938
Iteration 153Q: 36 clusters Score -1.089483e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 84665 members 
Mstep: Class 3 contains 26860 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10455 members 
Mstep: Class 6 contains 124690 members 
Mstep: Class 7 contains 4769 members 
Mstep: Class 8 contains 5977 members 
Mstep: Class 9 contains 127363 members 
Mstep: Class 10 contains 3841 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14895 members 
Mstep: Class 13 contains 39543 members 
Mstep: Class 14 contains 7508 members 
Mstep: Class 15 contains 5446 members 
Mstep: Class 16 contains 29668 members 
Mstep: Class 17 contains 30498 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 6830 members 
Mstep: Class 20 contains 30966 members 
Mstep: Class 21 contains 16518 members 
Mstep: Class 22 contains 3633 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 60073 members 
Mstep: Class 26 contains 28463 members 
Mstep: Class 27 contains 11618 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23176 members 
Mstep: Class 30 contains 4025 members 
Mstep: Class 31 contains 24047 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3195 members 
Mstep: Class 34 contains 139290 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108948560.000000 Penalty: 77880.085938
Iteration 154Q: 36 clusters Score -1.089486e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 84645 members 
Mstep: Class 3 contains 26857 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 124614 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 5983 members 
Mstep: Class 9 contains 127293 members 
Mstep: Class 10 contains 3811 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14878 members 
Mstep: Class 13 contains 39573 members 
Mstep: Class 14 contains 7507 members 
Mstep: Class 15 contains 5446 members 
Mstep: Class 16 contains 29659 members 
Mstep: Class 17 contains 30494 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 6748 members 
Mstep: Class 20 contains 30972 members 
Mstep: Class 21 contains 16521 members 
Mstep: Class 22 contains 3633 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3722 members 
Mstep: Class 25 contains 60081 members 
Mstep: Class 26 contains 28478 members 
Mstep: Class 27 contains 11608 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23181 members 
Mstep: Class 30 contains 4021 members 
Mstep: Class 31 contains 24397 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3215 members 
Mstep: Class 34 contains 139172 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108948816.000000 Penalty: 77880.085938
Iteration 155Q: 36 clusters Score -1.089488e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 84628 members 
Mstep: Class 3 contains 26849 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10452 members 
Mstep: Class 6 contains 124535 members 
Mstep: Class 7 contains 4773 members 
Mstep: Class 8 contains 5979 members 
Mstep: Class 9 contains 127229 members 
Mstep: Class 10 contains 3779 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14855 members 
Mstep: Class 13 contains 39605 members 
Mstep: Class 14 contains 7503 members 
Mstep: Class 15 contains 5446 members 
Mstep: Class 16 contains 29647 members 
Mstep: Class 17 contains 30491 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 6673 members 
Mstep: Class 20 contains 30976 members 
Mstep: Class 21 contains 16519 members 
Mstep: Class 22 contains 3634 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 60087 members 
Mstep: Class 26 contains 28502 members 
Mstep: Class 27 contains 11588 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23191 members 
Mstep: Class 30 contains 4015 members 
Mstep: Class 31 contains 24729 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3245 members 
Mstep: Class 34 contains 139083 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108948904.000000 Penalty: 77880.085938
Iteration 156Q: 36 clusters Score -1.089489e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 84605 members 
Mstep: Class 3 contains 26844 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10445 members 
Mstep: Class 6 contains 124492 members 
Mstep: Class 7 contains 4779 members 
Mstep: Class 8 contains 5975 members 
Mstep: Class 9 contains 127173 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 39640 members 
Mstep: Class 14 contains 7499 members 
Mstep: Class 15 contains 5446 members 
Mstep: Class 16 contains 29632 members 
Mstep: Class 17 contains 30490 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 30980 members 
Mstep: Class 21 contains 16520 members 
Mstep: Class 22 contains 3636 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3722 members 
Mstep: Class 25 contains 60067 members 
Mstep: Class 26 contains 28533 members 
Mstep: Class 27 contains 11575 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23197 members 
Mstep: Class 30 contains 4009 members 
Mstep: Class 31 contains 25022 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3265 members 
Mstep: Class 34 contains 139014 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949176.000000 Penalty: 77880.085938
Iteration 157Q: 36 clusters Score -1.089492e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 84580 members 
Mstep: Class 3 contains 26845 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10445 members 
Mstep: Class 6 contains 124461 members 
Mstep: Class 7 contains 4784 members 
Mstep: Class 8 contains 5963 members 
Mstep: Class 9 contains 127134 members 
Mstep: Class 10 contains 3704 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14783 members 
Mstep: Class 13 contains 39669 members 
Mstep: Class 14 contains 7497 members 
Mstep: Class 15 contains 5446 members 
Mstep: Class 16 contains 29613 members 
Mstep: Class 17 contains 30484 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 30984 members 
Mstep: Class 21 contains 16521 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 60076 members 
Mstep: Class 26 contains 28549 members 
Mstep: Class 27 contains 11570 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23203 members 
Mstep: Class 30 contains 4007 members 
Mstep: Class 31 contains 25291 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3286 members 
Mstep: Class 34 contains 138967 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949216.000000 Penalty: 77880.085938
Iteration 158Q: 36 clusters Score -1.089492e+08 nChanged 834
Entering ConstructFrom: 
Score: -108949216.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (6614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Entering Unmasked Estep 
Score: -831273.750000 Penalty: 1429.503296
	Iteration 0F: 2 clusters Score -831273.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -826193.375000 Penalty: 2859.006592
	Iteration 0F: 3 clusters Score -826193.4 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -827679.812500 Penalty: 2859.006592
	Iteration 1F: 3 clusters Score -827679.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -827900.187500 Penalty: 2859.006592
	Iteration 2F: 3 clusters Score -827900.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -828047.125000 Penalty: 2859.006592
	Iteration 3F: 3 clusters Score -828047.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -828166.812500 Penalty: 2859.006592
	Iteration 4Q: 3 clusters Score -828166.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -828287.750000 Penalty: 2859.006592
	Iteration 5Q: 3 clusters Score -828287.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -828405.000000 Penalty: 2859.006592
	Iteration 6Q: 3 clusters Score -828405 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -828507.562500 Penalty: 2859.006592
	Iteration 7Q: 3 clusters Score -828507.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -828608.750000 Penalty: 2859.006592
	Iteration 8Q: 3 clusters Score -828608.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -828715.812500 Penalty: 2859.006592
	Iteration 9Q: 3 clusters Score -828715.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -828837.187500 Penalty: 2859.006592
	Iteration 10Q: 3 clusters Score -828837.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -828988.000000 Penalty: 2859.006592
	Iteration 11Q: 3 clusters Score -828988 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -829164.187500 Penalty: 2859.006592
	Iteration 12Q: 3 clusters Score -829164.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -829352.750000 Penalty: 2859.006592
	Iteration 13Q: 3 clusters Score -829352.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -829557.375000 Penalty: 2859.006592
	Iteration 14Q: 3 clusters Score -829557.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -829719.937500 Penalty: 2859.006592
	Iteration 15Q: 3 clusters Score -829719.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -829818.125000 Penalty: 2859.006592
	Iteration 16Q: 3 clusters Score -829818.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -829886.250000 Penalty: 2859.006592
	Iteration 17Q: 3 clusters Score -829886.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -829928.375000 Penalty: 2859.006592
	Iteration 18Q: 3 clusters Score -829928.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -829952.500000 Penalty: 2859.006592
	Iteration 19Q: 3 clusters Score -829952.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -829961.750000 Penalty: 2859.006592
	Iteration 20F: 3 clusters Score -829961.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -829975.687500 Penalty: 2859.006592
	Iteration 21Q: 3 clusters Score -829975.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -829988.250000 Penalty: 2859.006592
	Iteration 22Q: 3 clusters Score -829988.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -829997.562500 Penalty: 2859.006592
	Iteration 23Q: 3 clusters Score -829997.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -830007.437500 Penalty: 2859.006592
	Iteration 24Q: 3 clusters Score -830007.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -830016.062500 Penalty: 2859.006592
	Iteration 25Q: 3 clusters Score -830016.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -830020.625000 Penalty: 2859.006592
	Iteration 26Q: 3 clusters Score -830020.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -830022.687500 Penalty: 2859.006592
	Iteration 27Q: 3 clusters Score -830022.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -830022.875000 Penalty: 2859.006592
	Iteration 28Q: 3 clusters Score -830022.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -830024.437500 Penalty: 2859.006592
	Iteration 29Q: 3 clusters Score -830024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -830024.250000 Penalty: 2859.006592
	Iteration 30Q: 3 clusters Score -830024.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -830024.625000 Penalty: 2859.006592
	Iteration 31Q: 3 clusters Score -830024.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -830024.625000 Penalty: 2859.006592
	Iteration 32F: 3 clusters Score -830024.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (84549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84549 members 
Entering Unmasked Estep 
Score: -10832927.000000 Penalty: 1843.576538
	Iteration 0F: 2 clusters Score -1.083293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -10777526.000000 Penalty: 3687.153076
	Iteration 0F: 3 clusters Score -1.077753e+07 nChanged 40421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -10800342.000000 Penalty: 3687.153076
	Iteration 1F: 3 clusters Score -1.080034e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -10800961.000000 Penalty: 3687.153076
	Iteration 2Q: 3 clusters Score -1.080096e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -10801703.000000 Penalty: 3687.153076
	Iteration 3Q: 3 clusters Score -1.08017e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -10802698.000000 Penalty: 3687.153076
	Iteration 4Q: 3 clusters Score -1.08027e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -10803879.000000 Penalty: 3687.153076
	Iteration 5Q: 3 clusters Score -1.080388e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -10805405.000000 Penalty: 3687.153076
	Iteration 6Q: 3 clusters Score -1.08054e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -10807306.000000 Penalty: 3687.153076
	Iteration 7Q: 3 clusters Score -1.080731e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -10809428.000000 Penalty: 3687.153076
	Iteration 8Q: 3 clusters Score -1.080943e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -10811662.000000 Penalty: 3687.153076
	Iteration 9Q: 3 clusters Score -1.081166e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -10813977.000000 Penalty: 3687.153076
	Iteration 10Q: 3 clusters Score -1.081398e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -10815705.000000 Penalty: 3687.153076
	Iteration 11Q: 3 clusters Score -1.08157e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -10816851.000000 Penalty: 3687.153076
	Iteration 12Q: 3 clusters Score -1.081685e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -10817473.000000 Penalty: 3687.153076
	Iteration 13Q: 3 clusters Score -1.081747e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -10817936.000000 Penalty: 3687.153076
	Iteration 14Q: 3 clusters Score -1.081794e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -10818250.000000 Penalty: 3687.153076
	Iteration 15Q: 3 clusters Score -1.081825e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -10818541.000000 Penalty: 3687.153076
	Iteration 16Q: 3 clusters Score -1.081854e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -10818948.000000 Penalty: 3687.153076
	Iteration 17Q: 3 clusters Score -1.081895e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60814 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -10819447.000000 Penalty: 3687.153076
	Iteration 18Q: 3 clusters Score -1.081945e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -10819927.000000 Penalty: 3687.153076
	Iteration 19Q: 3 clusters Score -1.081993e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -10820512.000000 Penalty: 3687.153076
	Iteration 20F: 3 clusters Score -1.082051e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -10821244.000000 Penalty: 3687.153076
	Iteration 21Q: 3 clusters Score -1.082124e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -10822094.000000 Penalty: 3687.153076
	Iteration 22Q: 3 clusters Score -1.082209e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -10822889.000000 Penalty: 3687.153076
	Iteration 23Q: 3 clusters Score -1.082289e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72160 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -10823749.000000 Penalty: 3687.153076
	Iteration 24Q: 3 clusters Score -1.082375e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73946 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -10824592.000000 Penalty: 3687.153076
	Iteration 25Q: 3 clusters Score -1.082459e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -10825492.000000 Penalty: 3687.153076
	Iteration 26Q: 3 clusters Score -1.082549e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -10826261.000000 Penalty: 3687.153076
	Iteration 27Q: 3 clusters Score -1.082626e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78560 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -10827127.000000 Penalty: 3687.153076
	Iteration 28Q: 3 clusters Score -1.082713e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79868 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -10828033.000000 Penalty: 3687.153076
	Iteration 29Q: 3 clusters Score -1.082803e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80990 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -10828812.000000 Penalty: 3687.153076
	Iteration 30Q: 3 clusters Score -1.082881e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -10829596.000000 Penalty: 3687.153076
	Iteration 31Q: 3 clusters Score -1.08296e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -10830183.000000 Penalty: 3687.153076
	Iteration 32Q: 3 clusters Score -1.083018e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10830616.000000 Penalty: 3687.153076
	Iteration 33Q: 3 clusters Score -1.083062e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83702 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10830893.000000 Penalty: 3687.153076
	Iteration 34Q: 3 clusters Score -1.083089e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83912 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10831055.000000 Penalty: 3687.153076
	Iteration 35Q: 3 clusters Score -1.083106e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84029 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10831175.000000 Penalty: 3687.153076
	Iteration 36Q: 3 clusters Score -1.083118e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84104 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10831226.000000 Penalty: 3687.153076
	Iteration 37Q: 3 clusters Score -1.083123e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84149 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10831266.000000 Penalty: 3687.153076
	Iteration 38Q: 3 clusters Score -1.083127e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84179 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10831302.000000 Penalty: 3687.153076
	Iteration 39Q: 3 clusters Score -1.08313e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84208 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10831323.000000 Penalty: 3687.153076
	Iteration 40F: 3 clusters Score -1.083132e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10831345.000000 Penalty: 3687.153076
	Iteration 41Q: 3 clusters Score -1.083134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84239 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10831366.000000 Penalty: 3687.153076
	Iteration 42Q: 3 clusters Score -1.083137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10831367.000000 Penalty: 3687.153076
	Iteration 43Q: 3 clusters Score -1.083137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84250 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10831369.000000 Penalty: 3687.153076
	Iteration 44Q: 3 clusters Score -1.083137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84250 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10831369.000000 Penalty: 3687.153076
	Iteration 45F: 3 clusters Score -1.083137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Entering Unmasked Estep 
Score: -3420097.000000 Penalty: 1657.142090
	Iteration 0F: 2 clusters Score -3420097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3401971.000000 Penalty: 3314.284180
	Iteration 0F: 3 clusters Score -3401971 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -3408725.000000 Penalty: 3314.284180
	Iteration 1F: 3 clusters Score -3408725 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -3409119.500000 Penalty: 3314.284180
	Iteration 2Q: 3 clusters Score -3409120 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3409473.500000 Penalty: 3314.284180
	Iteration 3Q: 3 clusters Score -3409474 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3409905.750000 Penalty: 3314.284180
	Iteration 4Q: 3 clusters Score -3409906 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3410459.750000 Penalty: 3314.284180
	Iteration 5Q: 3 clusters Score -3410460 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -3411148.000000 Penalty: 3314.284180
	Iteration 6F: 3 clusters Score -3411148 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -3412118.250000 Penalty: 3314.284180
	Iteration 7F: 3 clusters Score -3412118 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -3413232.500000 Penalty: 3314.284180
	Iteration 8F: 3 clusters Score -3413232 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3414365.250000 Penalty: 3314.284180
	Iteration 9F: 3 clusters Score -3414365 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -3415406.000000 Penalty: 3314.284180
	Iteration 10F: 3 clusters Score -3415406 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3416217.250000 Penalty: 3314.284180
	Iteration 11Q: 3 clusters Score -3416217 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3416799.000000 Penalty: 3314.284180
	Iteration 12Q: 3 clusters Score -3416799 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3417193.000000 Penalty: 3314.284180
	Iteration 13Q: 3 clusters Score -3417193 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3417499.000000 Penalty: 3314.284180
	Iteration 14Q: 3 clusters Score -3417499 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3417703.750000 Penalty: 3314.284180
	Iteration 15Q: 3 clusters Score -3417704 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3417822.250000 Penalty: 3314.284180
	Iteration 16Q: 3 clusters Score -3417822 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3417908.250000 Penalty: 3314.284180
	Iteration 17Q: 3 clusters Score -3417908 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3417994.750000 Penalty: 3314.284180
	Iteration 18Q: 3 clusters Score -3417995 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3418083.250000 Penalty: 3314.284180
	Iteration 19Q: 3 clusters Score -3418083 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3418154.500000 Penalty: 3314.284180
	Iteration 20F: 3 clusters Score -3418154 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3418228.000000 Penalty: 3314.284180
	Iteration 21Q: 3 clusters Score -3418228 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3418283.500000 Penalty: 3314.284180
	Iteration 22Q: 3 clusters Score -3418284 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3418341.000000 Penalty: 3314.284180
	Iteration 23Q: 3 clusters Score -3418341 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3418387.250000 Penalty: 3314.284180
	Iteration 24Q: 3 clusters Score -3418387 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3418453.250000 Penalty: 3314.284180
	Iteration 25Q: 3 clusters Score -3418453 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3418487.500000 Penalty: 3314.284180
	Iteration 26Q: 3 clusters Score -3418488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3418512.250000 Penalty: 3314.284180
	Iteration 27Q: 3 clusters Score -3418512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3418530.250000 Penalty: 3314.284180
	Iteration 28Q: 3 clusters Score -3418530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3418551.750000 Penalty: 3314.284180
	Iteration 29Q: 3 clusters Score -3418552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3418566.750000 Penalty: 3314.284180
	Iteration 30Q: 3 clusters Score -3418567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3418602.000000 Penalty: 3314.284180
	Iteration 31Q: 3 clusters Score -3418602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3418616.250000 Penalty: 3314.284180
	Iteration 32Q: 3 clusters Score -3418616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3418634.750000 Penalty: 3314.284180
	Iteration 33Q: 3 clusters Score -3418635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3418637.000000 Penalty: 3314.284180
	Iteration 34Q: 3 clusters Score -3418637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3418646.500000 Penalty: 3314.284180
	Iteration 35Q: 3 clusters Score -3418646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3418659.000000 Penalty: 3314.284180
	Iteration 36Q: 3 clusters Score -3418659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3418682.750000 Penalty: 3314.284180
	Iteration 37Q: 3 clusters Score -3418683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3418696.000000 Penalty: 3314.284180
	Iteration 38Q: 3 clusters Score -3418696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3418715.000000 Penalty: 3314.284180
	Iteration 39Q: 3 clusters Score -3418715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3418729.750000 Penalty: 3314.284180
	Iteration 40F: 3 clusters Score -3418730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3418740.750000 Penalty: 3314.284180
	Iteration 41Q: 3 clusters Score -3418741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3418740.250000 Penalty: 3314.284180
	Iteration 42Q: 3 clusters Score -3418740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3418745.750000 Penalty: 3314.284180
	Iteration 43Q: 3 clusters Score -3418746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3418747.000000 Penalty: 3314.284180
	Iteration 44Q: 3 clusters Score -3418747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3418752.500000 Penalty: 3314.284180
	Iteration 45Q: 3 clusters Score -3418752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3418756.500000 Penalty: 3314.284180
	Iteration 46Q: 3 clusters Score -3418756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3418758.750000 Penalty: 3314.284180
	Iteration 47Q: 3 clusters Score -3418759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3418759.500000 Penalty: 3314.284180
	Iteration 48Q: 3 clusters Score -3418760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3418763.750000 Penalty: 3314.284180
	Iteration 49Q: 3 clusters Score -3418764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3418765.000000 Penalty: 3314.284180
	Iteration 50Q: 3 clusters Score -3418765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3418761.250000 Penalty: 3314.284180
	Iteration 51Q: 3 clusters Score -3418761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3418761.250000 Penalty: 3314.284180
	Iteration 52F: 3 clusters Score -3418761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -166407.796875 Penalty: 1174.731079
	Iteration 0F: 2 clusters Score -166407.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -164725.843750 Penalty: 2349.462158
	Iteration 0F: 3 clusters Score -164725.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -165089.093750 Penalty: 2349.462158
	Iteration 1F: 3 clusters Score -165089.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -165215.718750 Penalty: 2349.462158
	Iteration 2F: 3 clusters Score -165215.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -165274.906250 Penalty: 2349.462158
	Iteration 3F: 3 clusters Score -165274.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -165314.546875 Penalty: 2349.462158
	Iteration 4Q: 3 clusters Score -165314.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -165353.937500 Penalty: 2349.462158
	Iteration 5Q: 3 clusters Score -165353.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -165380.015625 Penalty: 2349.462158
	Iteration 6Q: 3 clusters Score -165380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -165393.812500 Penalty: 2349.462158
	Iteration 7Q: 3 clusters Score -165393.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -165402.937500 Penalty: 2349.462158
	Iteration 8Q: 3 clusters Score -165402.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165413.250000 Penalty: 2349.462158
	Iteration 9Q: 3 clusters Score -165413.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -165422.453125 Penalty: 2349.462158
	Iteration 10Q: 3 clusters Score -165422.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -165434.281250 Penalty: 2349.462158
	Iteration 11Q: 3 clusters Score -165434.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -165444.296875 Penalty: 2349.462158
	Iteration 12Q: 3 clusters Score -165444.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -165456.562500 Penalty: 2349.462158
	Iteration 13Q: 3 clusters Score -165456.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -165465.906250 Penalty: 2349.462158
	Iteration 14Q: 3 clusters Score -165465.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -165475.234375 Penalty: 2349.462158
	Iteration 15Q: 3 clusters Score -165475.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -165481.906250 Penalty: 2349.462158
	Iteration 16Q: 3 clusters Score -165481.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -165486.953125 Penalty: 2349.462158
	Iteration 17Q: 3 clusters Score -165487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -165490.953125 Penalty: 2349.462158
	Iteration 18Q: 3 clusters Score -165491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -165492.718750 Penalty: 2349.462158
	Iteration 19Q: 3 clusters Score -165492.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -165493.250000 Penalty: 2349.462158
	Iteration 20F: 3 clusters Score -165493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -165495.375000 Penalty: 2349.462158
	Iteration 21Q: 3 clusters Score -165495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -165498.031250 Penalty: 2349.462158
	Iteration 22Q: 3 clusters Score -165498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -165500.453125 Penalty: 2349.462158
	Iteration 23Q: 3 clusters Score -165500.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -165501.328125 Penalty: 2349.462158
	Iteration 24Q: 3 clusters Score -165501.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -165501.406250 Penalty: 2349.462158
	Iteration 25Q: 3 clusters Score -165501.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -165501.406250 Penalty: 2349.462158
	Iteration 26F: 3 clusters Score -165501.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Entering Unmasked Estep 
Score: -1270627.875000 Penalty: 1503.739746
	Iteration 0F: 2 clusters Score -1270628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1263171.250000 Penalty: 3007.479492
	Iteration 0F: 3 clusters Score -1263171 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1265618.625000 Penalty: 3007.479492
	Iteration 1F: 3 clusters Score -1265619 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1265940.000000 Penalty: 3007.479492
	Iteration 2F: 3 clusters Score -1265940 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1266207.625000 Penalty: 3007.479492
	Iteration 3F: 3 clusters Score -1266208 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1266492.875000 Penalty: 3007.479492
	Iteration 4F: 3 clusters Score -1266493 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1266803.750000 Penalty: 3007.479492
	Iteration 5F: 3 clusters Score -1266804 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1267128.750000 Penalty: 3007.479492
	Iteration 6F: 3 clusters Score -1267129 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1267417.500000 Penalty: 3007.479492
	Iteration 7Q: 3 clusters Score -1267418 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1267767.875000 Penalty: 3007.479492
	Iteration 8Q: 3 clusters Score -1267768 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1268157.250000 Penalty: 3007.479492
	Iteration 9Q: 3 clusters Score -1268157 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1268507.875000 Penalty: 3007.479492
	Iteration 10Q: 3 clusters Score -1268508 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1268727.875000 Penalty: 3007.479492
	Iteration 11Q: 3 clusters Score -1268728 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1268890.000000 Penalty: 3007.479492
	Iteration 12Q: 3 clusters Score -1268890 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1269016.750000 Penalty: 3007.479492
	Iteration 13Q: 3 clusters Score -1269017 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1269094.625000 Penalty: 3007.479492
	Iteration 14Q: 3 clusters Score -1269095 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1269143.125000 Penalty: 3007.479492
	Iteration 15Q: 3 clusters Score -1269143 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1269187.625000 Penalty: 3007.479492
	Iteration 16Q: 3 clusters Score -1269188 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1269238.000000 Penalty: 3007.479492
	Iteration 17Q: 3 clusters Score -1269238 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1269267.750000 Penalty: 3007.479492
	Iteration 18Q: 3 clusters Score -1269268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1269290.625000 Penalty: 3007.479492
	Iteration 19Q: 3 clusters Score -1269291 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1269315.875000 Penalty: 3007.479492
	Iteration 20F: 3 clusters Score -1269316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1269332.250000 Penalty: 3007.479492
	Iteration 21Q: 3 clusters Score -1269332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1269357.875000 Penalty: 3007.479492
	Iteration 22Q: 3 clusters Score -1269358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1269384.000000 Penalty: 3007.479492
	Iteration 23Q: 3 clusters Score -1269384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1269417.250000 Penalty: 3007.479492
	Iteration 24Q: 3 clusters Score -1269417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1269448.125000 Penalty: 3007.479492
	Iteration 25Q: 3 clusters Score -1269448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1269470.625000 Penalty: 3007.479492
	Iteration 26Q: 3 clusters Score -1269471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1269496.000000 Penalty: 3007.479492
	Iteration 27Q: 3 clusters Score -1269496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1269517.250000 Penalty: 3007.479492
	Iteration 28Q: 3 clusters Score -1269517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1269527.750000 Penalty: 3007.479492
	Iteration 29Q: 3 clusters Score -1269528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1269533.000000 Penalty: 3007.479492
	Iteration 30Q: 3 clusters Score -1269533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1269538.500000 Penalty: 3007.479492
	Iteration 31Q: 3 clusters Score -1269538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1269544.125000 Penalty: 3007.479492
	Iteration 32Q: 3 clusters Score -1269544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1269550.375000 Penalty: 3007.479492
	Iteration 33Q: 3 clusters Score -1269550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1269554.750000 Penalty: 3007.479492
	Iteration 34Q: 3 clusters Score -1269555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1269554.125000 Penalty: 3007.479492
	Iteration 35Q: 3 clusters Score -1269554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1269555.875000 Penalty: 3007.479492
	Iteration 36Q: 3 clusters Score -1269556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1269559.500000 Penalty: 3007.479492
	Iteration 37Q: 3 clusters Score -1269560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1269559.125000 Penalty: 3007.479492
	Iteration 38Q: 3 clusters Score -1269559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1269560.000000 Penalty: 3007.479492
	Iteration 39Q: 3 clusters Score -1269560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1269559.000000 Penalty: 3007.479492
	Iteration 40F: 3 clusters Score -1269559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1269560.875000 Penalty: 3007.479492
	Iteration 41Q: 3 clusters Score -1269561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1269562.375000 Penalty: 3007.479492
	Iteration 42Q: 3 clusters Score -1269562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1269562.375000 Penalty: 3007.479492
	Iteration 43F: 3 clusters Score -1269562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (124432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124432 members 
Entering Unmasked Estep 
Score: -15905929.000000 Penalty: 1906.371216
	Iteration 0F: 2 clusters Score -1.590593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -15825025.000000 Penalty: 3812.742432
	Iteration 0F: 3 clusters Score -1.582502e+07 nChanged 59721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -15860473.000000 Penalty: 3812.742432
	Iteration 1F: 3 clusters Score -1.586047e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -15861792.000000 Penalty: 3812.742432
	Iteration 2Q: 3 clusters Score -1.586179e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65473 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -15863683.000000 Penalty: 3812.742432
	Iteration 3Q: 3 clusters Score -1.586368e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66285 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -15866143.000000 Penalty: 3812.742432
	Iteration 4Q: 3 clusters Score -1.586614e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -15869290.000000 Penalty: 3812.742432
	Iteration 5F: 3 clusters Score -1.586929e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69705 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -15872887.000000 Penalty: 3812.742432
	Iteration 6F: 3 clusters Score -1.587289e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -15876284.000000 Penalty: 3812.742432
	Iteration 7F: 3 clusters Score -1.587628e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -15879368.000000 Penalty: 3812.742432
	Iteration 8Q: 3 clusters Score -1.587937e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80802 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -15882026.000000 Penalty: 3812.742432
	Iteration 9Q: 3 clusters Score -1.588203e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85876 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -15884722.000000 Penalty: 3812.742432
	Iteration 10Q: 3 clusters Score -1.588472e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -15887596.000000 Penalty: 3812.742432
	Iteration 11Q: 3 clusters Score -1.58876e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97278 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -15890606.000000 Penalty: 3812.742432
	Iteration 12Q: 3 clusters Score -1.589061e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -15893581.000000 Penalty: 3812.742432
	Iteration 13Q: 3 clusters Score -1.589358e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -15896300.000000 Penalty: 3812.742432
	Iteration 14Q: 3 clusters Score -1.58963e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111919 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -15899281.000000 Penalty: 3812.742432
	Iteration 15Q: 3 clusters Score -1.589928e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115325 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -15901665.000000 Penalty: 3812.742432
	Iteration 16Q: 3 clusters Score -1.590166e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117921 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -15903084.000000 Penalty: 3812.742432
	Iteration 17Q: 3 clusters Score -1.590308e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119781 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -15904015.000000 Penalty: 3812.742432
	Iteration 18Q: 3 clusters Score -1.590402e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120937 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -15904374.000000 Penalty: 3812.742432
	Iteration 19Q: 3 clusters Score -1.590437e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121673 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -15904600.000000 Penalty: 3812.742432
	Iteration 20F: 3 clusters Score -1.59046e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122162 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -15904762.000000 Penalty: 3812.742432
	Iteration 21Q: 3 clusters Score -1.590476e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122482 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -15904823.000000 Penalty: 3812.742432
	Iteration 22Q: 3 clusters Score -1.590482e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122683 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -15904871.000000 Penalty: 3812.742432
	Iteration 23Q: 3 clusters Score -1.590487e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122825 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -15904901.000000 Penalty: 3812.742432
	Iteration 24Q: 3 clusters Score -1.59049e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122931 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -15904937.000000 Penalty: 3812.742432
	Iteration 25Q: 3 clusters Score -1.590494e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123011 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -15904950.000000 Penalty: 3812.742432
	Iteration 26Q: 3 clusters Score -1.590495e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123081 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -15904991.000000 Penalty: 3812.742432
	Iteration 27Q: 3 clusters Score -1.590499e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123131 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -15905002.000000 Penalty: 3812.742432
	Iteration 28Q: 3 clusters Score -1.5905e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123160 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -15904995.000000 Penalty: 3812.742432
	Iteration 29Q: 3 clusters Score -1.5905e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123184 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -15904991.000000 Penalty: 3812.742432
	Iteration 30Q: 3 clusters Score -1.590499e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123204 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -15905000.000000 Penalty: 3812.742432
	Iteration 31Q: 3 clusters Score -1.5905e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123218 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -15905019.000000 Penalty: 3812.742432
	Iteration 32Q: 3 clusters Score -1.590502e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123232 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -15905031.000000 Penalty: 3812.742432
	Iteration 33Q: 3 clusters Score -1.590503e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123249 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -15905051.000000 Penalty: 3812.742432
	Iteration 34Q: 3 clusters Score -1.590505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123250 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -15905036.000000 Penalty: 3812.742432
	Iteration 35Q: 3 clusters Score -1.590504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123252 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -15905041.000000 Penalty: 3812.742432
	Iteration 36Q: 3 clusters Score -1.590504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123256 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -15905044.000000 Penalty: 3812.742432
	Iteration 37Q: 3 clusters Score -1.590504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123256 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -15905038.000000 Penalty: 3812.742432
	Iteration 38Q: 3 clusters Score -1.590504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123259 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -15905034.000000 Penalty: 3812.742432
	Iteration 39Q: 3 clusters Score -1.590503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123264 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -15905030.000000 Penalty: 3812.742432
	Iteration 40F: 3 clusters Score -1.590503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123266 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -15905038.000000 Penalty: 3812.742432
	Iteration 41Q: 3 clusters Score -1.590504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123268 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -15905041.000000 Penalty: 3812.742432
	Iteration 42Q: 3 clusters Score -1.590504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123270 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -15905049.000000 Penalty: 3812.742432
	Iteration 43Q: 3 clusters Score -1.590505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123273 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -15905040.000000 Penalty: 3812.742432
	Iteration 44Q: 3 clusters Score -1.590504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123274 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -15905035.000000 Penalty: 3812.742432
	Iteration 45Q: 3 clusters Score -1.590504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123275 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -15905041.000000 Penalty: 3812.742432
	Iteration 46Q: 3 clusters Score -1.590504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123276 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -15905036.000000 Penalty: 3812.742432
	Iteration 47Q: 3 clusters Score -1.590504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123277 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -15905025.000000 Penalty: 3812.742432
	Iteration 48Q: 3 clusters Score -1.590502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123277 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -15905025.000000 Penalty: 3812.742432
	Iteration 49F: 3 clusters Score -1.590502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Entering Unmasked Estep 
Score: -546927.187500 Penalty: 1377.105225
	Iteration 0F: 2 clusters Score -546927.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -543117.187500 Penalty: 2754.210449
	Iteration 0F: 3 clusters Score -543117.2 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -544307.125000 Penalty: 2754.210449
	Iteration 1F: 3 clusters Score -544307.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -544509.062500 Penalty: 2754.210449
	Iteration 2F: 3 clusters Score -544509.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -544660.437500 Penalty: 2754.210449
	Iteration 3F: 3 clusters Score -544660.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -544783.062500 Penalty: 2754.210449
	Iteration 4Q: 3 clusters Score -544783.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -544892.937500 Penalty: 2754.210449
	Iteration 5Q: 3 clusters Score -544892.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -545010.187500 Penalty: 2754.210449
	Iteration 6Q: 3 clusters Score -545010.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -545109.125000 Penalty: 2754.210449
	Iteration 7Q: 3 clusters Score -545109.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -545206.125000 Penalty: 2754.210449
	Iteration 8Q: 3 clusters Score -545206.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -545272.937500 Penalty: 2754.210449
	Iteration 9Q: 3 clusters Score -545272.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -545324.750000 Penalty: 2754.210449
	Iteration 10Q: 3 clusters Score -545324.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -545398.375000 Penalty: 2754.210449
	Iteration 11Q: 3 clusters Score -545398.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -545483.875000 Penalty: 2754.210449
	Iteration 12Q: 3 clusters Score -545483.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -545576.625000 Penalty: 2754.210449
	Iteration 13Q: 3 clusters Score -545576.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -545665.187500 Penalty: 2754.210449
	Iteration 14Q: 3 clusters Score -545665.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -545728.937500 Penalty: 2754.210449
	Iteration 15Q: 3 clusters Score -545728.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -545779.312500 Penalty: 2754.210449
	Iteration 16Q: 3 clusters Score -545779.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -545821.937500 Penalty: 2754.210449
	Iteration 17Q: 3 clusters Score -545821.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -545874.750000 Penalty: 2754.210449
	Iteration 18Q: 3 clusters Score -545874.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -545933.875000 Penalty: 2754.210449
	Iteration 19Q: 3 clusters Score -545933.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -546010.750000 Penalty: 2754.210449
	Iteration 20F: 3 clusters Score -546010.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -546097.875000 Penalty: 2754.210449
	Iteration 21Q: 3 clusters Score -546097.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -546193.812500 Penalty: 2754.210449
	Iteration 22Q: 3 clusters Score -546193.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -546282.562500 Penalty: 2754.210449
	Iteration 23Q: 3 clusters Score -546282.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -546385.250000 Penalty: 2754.210449
	Iteration 24Q: 3 clusters Score -546385.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -546491.937500 Penalty: 2754.210449
	Iteration 25Q: 3 clusters Score -546491.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -546605.437500 Penalty: 2754.210449
	Iteration 26Q: 3 clusters Score -546605.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -546703.500000 Penalty: 2754.210449
	Iteration 27Q: 3 clusters Score -546703.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -546778.312500 Penalty: 2754.210449
	Iteration 28Q: 3 clusters Score -546778.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -546821.250000 Penalty: 2754.210449
	Iteration 29Q: 3 clusters Score -546821.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -546839.562500 Penalty: 2754.210449
	Iteration 30Q: 3 clusters Score -546839.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -546849.937500 Penalty: 2754.210449
	Iteration 31Q: 3 clusters Score -546849.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -546855.187500 Penalty: 2754.210449
	Iteration 32Q: 3 clusters Score -546855.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -546863.000000 Penalty: 2754.210449
	Iteration 33Q: 3 clusters Score -546863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -546867.687500 Penalty: 2754.210449
	Iteration 34Q: 3 clusters Score -546867.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -546872.937500 Penalty: 2754.210449
	Iteration 35Q: 3 clusters Score -546872.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -546875.312500 Penalty: 2754.210449
	Iteration 36Q: 3 clusters Score -546875.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -546877.500000 Penalty: 2754.210449
	Iteration 37Q: 3 clusters Score -546877.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -546880.562500 Penalty: 2754.210449
	Iteration 38Q: 3 clusters Score -546880.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -546880.562500 Penalty: 2754.210449
	Iteration 39Q: 3 clusters Score -546880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -546880.875000 Penalty: 2754.210449
	Iteration 40F: 3 clusters Score -546880.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Entering Unmasked Estep 
Score: -737045.937500 Penalty: 1412.420410
	Iteration 0F: 2 clusters Score -737045.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -732460.625000 Penalty: 2824.840820
	Iteration 0F: 3 clusters Score -732460.6 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -733770.437500 Penalty: 2824.840820
	Iteration 1F: 3 clusters Score -733770.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -734018.125000 Penalty: 2824.840820
	Iteration 2F: 3 clusters Score -734018.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -734195.375000 Penalty: 2824.840820
	Iteration 3F: 3 clusters Score -734195.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -734361.375000 Penalty: 2824.840820
	Iteration 4Q: 3 clusters Score -734361.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -734505.562500 Penalty: 2824.840820
	Iteration 5Q: 3 clusters Score -734505.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -734667.937500 Penalty: 2824.840820
	Iteration 6Q: 3 clusters Score -734667.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -734836.312500 Penalty: 2824.840820
	Iteration 7Q: 3 clusters Score -734836.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -735033.562500 Penalty: 2824.840820
	Iteration 8Q: 3 clusters Score -735033.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -735222.062500 Penalty: 2824.840820
	Iteration 9Q: 3 clusters Score -735222.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -735409.375000 Penalty: 2824.840820
	Iteration 10Q: 3 clusters Score -735409.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -735560.687500 Penalty: 2824.840820
	Iteration 11Q: 3 clusters Score -735560.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -735672.500000 Penalty: 2824.840820
	Iteration 12Q: 3 clusters Score -735672.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -735759.062500 Penalty: 2824.840820
	Iteration 13Q: 3 clusters Score -735759.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -735819.687500 Penalty: 2824.840820
	Iteration 14Q: 3 clusters Score -735819.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -735861.625000 Penalty: 2824.840820
	Iteration 15Q: 3 clusters Score -735861.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -735901.750000 Penalty: 2824.840820
	Iteration 16Q: 3 clusters Score -735901.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -735940.812500 Penalty: 2824.840820
	Iteration 17Q: 3 clusters Score -735940.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -735972.562500 Penalty: 2824.840820
	Iteration 18Q: 3 clusters Score -735972.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -735998.812500 Penalty: 2824.840820
	Iteration 19Q: 3 clusters Score -735998.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -736014.000000 Penalty: 2824.840820
	Iteration 20F: 3 clusters Score -736014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -736026.875000 Penalty: 2824.840820
	Iteration 21Q: 3 clusters Score -736026.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -736039.562500 Penalty: 2824.840820
	Iteration 22Q: 3 clusters Score -736039.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -736048.937500 Penalty: 2824.840820
	Iteration 23Q: 3 clusters Score -736048.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -736057.812500 Penalty: 2824.840820
	Iteration 24Q: 3 clusters Score -736057.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -736062.312500 Penalty: 2824.840820
	Iteration 25Q: 3 clusters Score -736062.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -736065.562500 Penalty: 2824.840820
	Iteration 26Q: 3 clusters Score -736065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -736067.062500 Penalty: 2824.840820
	Iteration 27Q: 3 clusters Score -736067.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -736068.000000 Penalty: 2824.840820
	Iteration 28Q: 3 clusters Score -736068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -736069.125000 Penalty: 2824.840820
	Iteration 29Q: 3 clusters Score -736069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -736070.062500 Penalty: 2824.840820
	Iteration 30Q: 3 clusters Score -736070.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -736069.875000 Penalty: 2824.840820
	Iteration 31Q: 3 clusters Score -736069.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -736069.875000 Penalty: 2824.840820
	Iteration 32F: 3 clusters Score -736069.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (127080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127080 members 
Entering Unmasked Estep 
Score: -16205181.000000 Penalty: 1909.792969
	Iteration 0F: 2 clusters Score -1.620518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 63268 members 
Entering Unmasked Estep 
Score: -16124618.000000 Penalty: 3819.585938
	Iteration 0F: 3 clusters Score -1.612462e+07 nChanged 60979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -16160416.000000 Penalty: 3819.585938
	Iteration 1F: 3 clusters Score -1.616042e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72507 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -16161938.000000 Penalty: 3819.585938
	Iteration 2Q: 3 clusters Score -1.616194e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -16164295.000000 Penalty: 3819.585938
	Iteration 3Q: 3 clusters Score -1.61643e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84794 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -16168300.000000 Penalty: 3819.585938
	Iteration 4F: 3 clusters Score -1.61683e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -16174463.000000 Penalty: 3819.585938
	Iteration 5F: 3 clusters Score -1.617446e+07 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103226 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -16182222.000000 Penalty: 3819.585938
	Iteration 6F: 3 clusters Score -1.618222e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111681 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -16191079.000000 Penalty: 3819.585938
	Iteration 7F: 3 clusters Score -1.619108e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118188 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -16197936.000000 Penalty: 3819.585938
	Iteration 8F: 3 clusters Score -1.619794e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122407 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -16201064.000000 Penalty: 3819.585938
	Iteration 9Q: 3 clusters Score -1.620106e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124594 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -16202352.000000 Penalty: 3819.585938
	Iteration 10Q: 3 clusters Score -1.620235e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125665 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16202985.000000 Penalty: 3819.585938
	Iteration 11Q: 3 clusters Score -1.620298e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126200 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -16203157.000000 Penalty: 3819.585938
	Iteration 12Q: 3 clusters Score -1.620316e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126452 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -16203313.000000 Penalty: 3819.585938
	Iteration 13Q: 3 clusters Score -1.620331e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126588 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -16203402.000000 Penalty: 3819.585938
	Iteration 14Q: 3 clusters Score -1.62034e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126659 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16203484.000000 Penalty: 3819.585938
	Iteration 15Q: 3 clusters Score -1.620348e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126696 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -16203549.000000 Penalty: 3819.585938
	Iteration 16Q: 3 clusters Score -1.620355e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126713 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -16203582.000000 Penalty: 3819.585938
	Iteration 17Q: 3 clusters Score -1.620358e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126723 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16203595.000000 Penalty: 3819.585938
	Iteration 18Q: 3 clusters Score -1.62036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126736 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -16203593.000000 Penalty: 3819.585938
	Iteration 19Q: 3 clusters Score -1.620359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126746 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -16203613.000000 Penalty: 3819.585938
	Iteration 20F: 3 clusters Score -1.620361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126751 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -16203599.000000 Penalty: 3819.585938
	Iteration 21Q: 3 clusters Score -1.62036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126752 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -16203604.000000 Penalty: 3819.585938
	Iteration 22Q: 3 clusters Score -1.62036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126752 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -16203614.000000 Penalty: 3819.585938
	Iteration 23Q: 3 clusters Score -1.620361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126755 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -16203627.000000 Penalty: 3819.585938
	Iteration 24Q: 3 clusters Score -1.620363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126758 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -16203618.000000 Penalty: 3819.585938
	Iteration 25Q: 3 clusters Score -1.620362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126758 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -16203613.000000 Penalty: 3819.585938
	Iteration 26Q: 3 clusters Score -1.620361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126757 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -16203602.000000 Penalty: 3819.585938
	Iteration 27Q: 3 clusters Score -1.62036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126758 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -16203614.000000 Penalty: 3819.585938
	Iteration 28Q: 3 clusters Score -1.620361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126760 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -16203609.000000 Penalty: 3819.585938
	Iteration 29Q: 3 clusters Score -1.620361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126762 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -16203616.000000 Penalty: 3819.585938
	Iteration 30Q: 3 clusters Score -1.620362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126763 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -16203615.000000 Penalty: 3819.585938
	Iteration 31Q: 3 clusters Score -1.620362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126764 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -16203608.000000 Penalty: 3819.585938
	Iteration 32Q: 3 clusters Score -1.620361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126764 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -16203605.000000 Penalty: 3819.585938
	Iteration 33Q: 3 clusters Score -1.62036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126766 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -16203613.000000 Penalty: 3819.585938
	Iteration 34Q: 3 clusters Score -1.620361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126768 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -16203624.000000 Penalty: 3819.585938
	Iteration 35Q: 3 clusters Score -1.620362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126771 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -16203634.000000 Penalty: 3819.585938
	Iteration 36Q: 3 clusters Score -1.620363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126773 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -16203645.000000 Penalty: 3819.585938
	Iteration 37Q: 3 clusters Score -1.620364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126772 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -16203647.000000 Penalty: 3819.585938
	Iteration 38Q: 3 clusters Score -1.620365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126772 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -16203647.000000 Penalty: 3819.585938
	Iteration 39F: 3 clusters Score -1.620365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Entering Unmasked Estep 
Score: -483531.843750 Penalty: 1333.702881
	Iteration 0F: 2 clusters Score -483531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -480424.187500 Penalty: 2667.405762
	Iteration 0F: 3 clusters Score -480424.2 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -481214.625000 Penalty: 2667.405762
	Iteration 1F: 3 clusters Score -481214.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -481366.656250 Penalty: 2667.405762
	Iteration 2F: 3 clusters Score -481366.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -481472.312500 Penalty: 2667.405762
	Iteration 3Q: 3 clusters Score -481472.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -481554.375000 Penalty: 2667.405762
	Iteration 4Q: 3 clusters Score -481554.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -481617.187500 Penalty: 2667.405762
	Iteration 5Q: 3 clusters Score -481617.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -481669.250000 Penalty: 2667.405762
	Iteration 6Q: 3 clusters Score -481669.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -481717.531250 Penalty: 2667.405762
	Iteration 7Q: 3 clusters Score -481717.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -481754.281250 Penalty: 2667.405762
	Iteration 8Q: 3 clusters Score -481754.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -481785.406250 Penalty: 2667.405762
	Iteration 9Q: 3 clusters Score -481785.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -481817.093750 Penalty: 2667.405762
	Iteration 10Q: 3 clusters Score -481817.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -481859.812500 Penalty: 2667.405762
	Iteration 11Q: 3 clusters Score -481859.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -481899.656250 Penalty: 2667.405762
	Iteration 12Q: 3 clusters Score -481899.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -481945.062500 Penalty: 2667.405762
	Iteration 13Q: 3 clusters Score -481945.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -481988.968750 Penalty: 2667.405762
	Iteration 14Q: 3 clusters Score -481989 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -482021.500000 Penalty: 2667.405762
	Iteration 15Q: 3 clusters Score -482021.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -482050.062500 Penalty: 2667.405762
	Iteration 16Q: 3 clusters Score -482050.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -482076.718750 Penalty: 2667.405762
	Iteration 17Q: 3 clusters Score -482076.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -482097.718750 Penalty: 2667.405762
	Iteration 18Q: 3 clusters Score -482097.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -482111.125000 Penalty: 2667.405762
	Iteration 19Q: 3 clusters Score -482111.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -482120.750000 Penalty: 2667.405762
	Iteration 20F: 3 clusters Score -482120.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -482127.687500 Penalty: 2667.405762
	Iteration 21Q: 3 clusters Score -482127.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -482132.875000 Penalty: 2667.405762
	Iteration 22Q: 3 clusters Score -482132.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -482139.562500 Penalty: 2667.405762
	Iteration 23Q: 3 clusters Score -482139.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -482144.781250 Penalty: 2667.405762
	Iteration 24Q: 3 clusters Score -482144.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -482152.968750 Penalty: 2667.405762
	Iteration 25Q: 3 clusters Score -482153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -482159.562500 Penalty: 2667.405762
	Iteration 26Q: 3 clusters Score -482159.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -482169.687500 Penalty: 2667.405762
	Iteration 27Q: 3 clusters Score -482169.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -482179.031250 Penalty: 2667.405762
	Iteration 28Q: 3 clusters Score -482179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -482184.062500 Penalty: 2667.405762
	Iteration 29Q: 3 clusters Score -482184.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -482187.968750 Penalty: 2667.405762
	Iteration 30Q: 3 clusters Score -482188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -482191.000000 Penalty: 2667.405762
	Iteration 31Q: 3 clusters Score -482191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -482193.312500 Penalty: 2667.405762
	Iteration 32Q: 3 clusters Score -482193.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -482194.718750 Penalty: 2667.405762
	Iteration 33Q: 3 clusters Score -482194.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -482195.062500 Penalty: 2667.405762
	Iteration 34Q: 3 clusters Score -482195.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -482197.281250 Penalty: 2667.405762
	Iteration 35Q: 3 clusters Score -482197.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -482199.468750 Penalty: 2667.405762
	Iteration 36Q: 3 clusters Score -482199.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -482200.750000 Penalty: 2667.405762
	Iteration 37Q: 3 clusters Score -482200.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -482200.687500 Penalty: 2667.405762
	Iteration 38Q: 3 clusters Score -482200.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -482200.875000 Penalty: 2667.405762
	Iteration 39Q: 3 clusters Score -482200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -482201.468750 Penalty: 2667.405762
	Iteration 40F: 3 clusters Score -482201.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -25801.441406 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -25801.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25034.958984 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -25034.96 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25305.628906 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -25305.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25434.058594 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -25434.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25482.380859 Penalty: 1842.711304
	Iteration 3Q: 3 clusters Score -25482.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25517.566406 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -25517.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25562.767578 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -25562.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25604.912109 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -25604.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25616.824219 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -25616.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25624.113281 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -25624.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25624.113281 Penalty: 1842.711304
	Iteration 9F: 3 clusters Score -25624.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Entering Unmasked Estep 
Score: -1846032.250000 Penalty: 1559.903320
	Iteration 0F: 2 clusters Score -1846032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1835790.625000 Penalty: 3119.806641
	Iteration 0F: 3 clusters Score -1835791 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1839445.250000 Penalty: 3119.806641
	Iteration 1F: 3 clusters Score -1839445 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1839702.375000 Penalty: 3119.806641
	Iteration 2F: 3 clusters Score -1839702 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1839893.750000 Penalty: 3119.806641
	Iteration 3Q: 3 clusters Score -1839894 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1840060.875000 Penalty: 3119.806641
	Iteration 4Q: 3 clusters Score -1840061 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1840246.000000 Penalty: 3119.806641
	Iteration 5Q: 3 clusters Score -1840246 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1840470.625000 Penalty: 3119.806641
	Iteration 6Q: 3 clusters Score -1840471 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1840789.750000 Penalty: 3119.806641
	Iteration 7Q: 3 clusters Score -1840790 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1841202.375000 Penalty: 3119.806641
	Iteration 8Q: 3 clusters Score -1841202 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1841716.750000 Penalty: 3119.806641
	Iteration 9Q: 3 clusters Score -1841717 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1842253.125000 Penalty: 3119.806641
	Iteration 10Q: 3 clusters Score -1842253 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1842654.500000 Penalty: 3119.806641
	Iteration 11Q: 3 clusters Score -1842654 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1842963.000000 Penalty: 3119.806641
	Iteration 12Q: 3 clusters Score -1842963 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1843185.250000 Penalty: 3119.806641
	Iteration 13Q: 3 clusters Score -1843185 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1843371.750000 Penalty: 3119.806641
	Iteration 14Q: 3 clusters Score -1843372 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1843523.375000 Penalty: 3119.806641
	Iteration 15Q: 3 clusters Score -1843523 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1843660.125000 Penalty: 3119.806641
	Iteration 16Q: 3 clusters Score -1843660 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1843805.000000 Penalty: 3119.806641
	Iteration 17Q: 3 clusters Score -1843805 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1843945.875000 Penalty: 3119.806641
	Iteration 18Q: 3 clusters Score -1843946 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1844072.750000 Penalty: 3119.806641
	Iteration 19Q: 3 clusters Score -1844073 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1844188.000000 Penalty: 3119.806641
	Iteration 20F: 3 clusters Score -1844188 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1844296.000000 Penalty: 3119.806641
	Iteration 21Q: 3 clusters Score -1844296 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1844369.000000 Penalty: 3119.806641
	Iteration 22Q: 3 clusters Score -1844369 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1844422.375000 Penalty: 3119.806641
	Iteration 23Q: 3 clusters Score -1844422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1844473.250000 Penalty: 3119.806641
	Iteration 24Q: 3 clusters Score -1844473 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1844517.000000 Penalty: 3119.806641
	Iteration 25Q: 3 clusters Score -1844517 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1844553.125000 Penalty: 3119.806641
	Iteration 26Q: 3 clusters Score -1844553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1844576.250000 Penalty: 3119.806641
	Iteration 27Q: 3 clusters Score -1844576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1844597.500000 Penalty: 3119.806641
	Iteration 28Q: 3 clusters Score -1844598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1844607.500000 Penalty: 3119.806641
	Iteration 29Q: 3 clusters Score -1844608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1844614.875000 Penalty: 3119.806641
	Iteration 30Q: 3 clusters Score -1844615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1844619.625000 Penalty: 3119.806641
	Iteration 31Q: 3 clusters Score -1844620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1844626.500000 Penalty: 3119.806641
	Iteration 32Q: 3 clusters Score -1844626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1844626.625000 Penalty: 3119.806641
	Iteration 33Q: 3 clusters Score -1844627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1844629.250000 Penalty: 3119.806641
	Iteration 34Q: 3 clusters Score -1844629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1844631.875000 Penalty: 3119.806641
	Iteration 35Q: 3 clusters Score -1844632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1844638.750000 Penalty: 3119.806641
	Iteration 36Q: 3 clusters Score -1844639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1844647.000000 Penalty: 3119.806641
	Iteration 37Q: 3 clusters Score -1844647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1844652.625000 Penalty: 3119.806641
	Iteration 38Q: 3 clusters Score -1844653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1844660.125000 Penalty: 3119.806641
	Iteration 39Q: 3 clusters Score -1844660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1844669.625000 Penalty: 3119.806641
	Iteration 40F: 3 clusters Score -1844670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1844677.750000 Penalty: 3119.806641
	Iteration 41Q: 3 clusters Score -1844678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1844682.750000 Penalty: 3119.806641
	Iteration 42Q: 3 clusters Score -1844683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1844686.000000 Penalty: 3119.806641
	Iteration 43Q: 3 clusters Score -1844686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1844688.875000 Penalty: 3119.806641
	Iteration 44Q: 3 clusters Score -1844689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1844690.625000 Penalty: 3119.806641
	Iteration 45Q: 3 clusters Score -1844691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1844692.000000 Penalty: 3119.806641
	Iteration 46Q: 3 clusters Score -1844692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1844694.125000 Penalty: 3119.806641
	Iteration 47Q: 3 clusters Score -1844694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1844698.000000 Penalty: 3119.806641
	Iteration 48Q: 3 clusters Score -1844698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1844701.875000 Penalty: 3119.806641
	Iteration 49Q: 3 clusters Score -1844702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1844707.375000 Penalty: 3119.806641
	Iteration 50Q: 3 clusters Score -1844707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1844707.375000 Penalty: 3119.806641
	Iteration 51Q: 3 clusters Score -1844707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1844710.625000 Penalty: 3119.806641
	Iteration 52Q: 3 clusters Score -1844711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1844716.000000 Penalty: 3119.806641
	Iteration 53Q: 3 clusters Score -1844716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1844715.250000 Penalty: 3119.806641
	Iteration 54Q: 3 clusters Score -1844715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1844715.250000 Penalty: 3119.806641
	Iteration 55F: 3 clusters Score -1844715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Entering Unmasked Estep 
Score: -4708414.500000 Penalty: 1720.725586
	Iteration 0F: 2 clusters Score -4708414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -4681842.000000 Penalty: 3441.451172
	Iteration 0F: 3 clusters Score -4681842 nChanged 18542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -4692642.000000 Penalty: 3441.451172
	Iteration 1F: 3 clusters Score -4692642 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -4693493.000000 Penalty: 3441.451172
	Iteration 2Q: 3 clusters Score -4693493 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -4694515.500000 Penalty: 3441.451172
	Iteration 3F: 3 clusters Score -4694516 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -4695671.500000 Penalty: 3441.451172
	Iteration 4F: 3 clusters Score -4695672 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -4696909.000000 Penalty: 3441.451172
	Iteration 5F: 3 clusters Score -4696909 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -4698153.500000 Penalty: 3441.451172
	Iteration 6F: 3 clusters Score -4698154 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -4699342.000000 Penalty: 3441.451172
	Iteration 7F: 3 clusters Score -4699342 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -4700569.500000 Penalty: 3441.451172
	Iteration 8Q: 3 clusters Score -4700570 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -4701606.000000 Penalty: 3441.451172
	Iteration 9Q: 3 clusters Score -4701606 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -4702445.500000 Penalty: 3441.451172
	Iteration 10Q: 3 clusters Score -4702446 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4703123.500000 Penalty: 3441.451172
	Iteration 11Q: 3 clusters Score -4703124 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -4703642.000000 Penalty: 3441.451172
	Iteration 12Q: 3 clusters Score -4703642 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -4704094.000000 Penalty: 3441.451172
	Iteration 13Q: 3 clusters Score -4704094 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4704455.000000 Penalty: 3441.451172
	Iteration 14Q: 3 clusters Score -4704455 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -4704791.000000 Penalty: 3441.451172
	Iteration 15Q: 3 clusters Score -4704791 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -4705091.000000 Penalty: 3441.451172
	Iteration 16Q: 3 clusters Score -4705091 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -4705347.000000 Penalty: 3441.451172
	Iteration 17Q: 3 clusters Score -4705347 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -4705540.000000 Penalty: 3441.451172
	Iteration 18Q: 3 clusters Score -4705540 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -4705739.500000 Penalty: 3441.451172
	Iteration 19Q: 3 clusters Score -4705740 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -4705895.000000 Penalty: 3441.451172
	Iteration 20F: 3 clusters Score -4705895 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -4706027.500000 Penalty: 3441.451172
	Iteration 21Q: 3 clusters Score -4706028 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4706169.500000 Penalty: 3441.451172
	Iteration 22Q: 3 clusters Score -4706170 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -4706283.000000 Penalty: 3441.451172
	Iteration 23Q: 3 clusters Score -4706283 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -4706390.000000 Penalty: 3441.451172
	Iteration 24Q: 3 clusters Score -4706390 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -4706491.500000 Penalty: 3441.451172
	Iteration 25Q: 3 clusters Score -4706492 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -4706617.500000 Penalty: 3441.451172
	Iteration 26Q: 3 clusters Score -4706618 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -4706723.500000 Penalty: 3441.451172
	Iteration 27Q: 3 clusters Score -4706724 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -4706811.500000 Penalty: 3441.451172
	Iteration 28Q: 3 clusters Score -4706812 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -4706865.000000 Penalty: 3441.451172
	Iteration 29Q: 3 clusters Score -4706865 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -4706902.500000 Penalty: 3441.451172
	Iteration 30Q: 3 clusters Score -4706902 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -4706941.000000 Penalty: 3441.451172
	Iteration 31Q: 3 clusters Score -4706941 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -4706968.500000 Penalty: 3441.451172
	Iteration 32Q: 3 clusters Score -4706968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -4706996.000000 Penalty: 3441.451172
	Iteration 33Q: 3 clusters Score -4706996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -4707016.500000 Penalty: 3441.451172
	Iteration 34Q: 3 clusters Score -4707016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -4707029.500000 Penalty: 3441.451172
	Iteration 35Q: 3 clusters Score -4707030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -4707031.000000 Penalty: 3441.451172
	Iteration 36Q: 3 clusters Score -4707031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -4707039.500000 Penalty: 3441.451172
	Iteration 37Q: 3 clusters Score -4707040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -4707039.000000 Penalty: 3441.451172
	Iteration 38Q: 3 clusters Score -4707039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -4707042.500000 Penalty: 3441.451172
	Iteration 39Q: 3 clusters Score -4707042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -4707045.000000 Penalty: 3441.451172
	Iteration 40F: 3 clusters Score -4707045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -4707051.500000 Penalty: 3441.451172
	Iteration 41Q: 3 clusters Score -4707052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -4707057.000000 Penalty: 3441.451172
	Iteration 42Q: 3 clusters Score -4707057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -4707053.500000 Penalty: 3441.451172
	Iteration 43Q: 3 clusters Score -4707054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -4707063.000000 Penalty: 3441.451172
	Iteration 44Q: 3 clusters Score -4707063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -4707064.000000 Penalty: 3441.451172
	Iteration 45Q: 3 clusters Score -4707064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -4707062.000000 Penalty: 3441.451172
	Iteration 46Q: 3 clusters Score -4707062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -4707057.000000 Penalty: 3441.451172
	Iteration 47Q: 3 clusters Score -4707057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -4707057.000000 Penalty: 3441.451172
	Iteration 48Q: 3 clusters Score -4707057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -4707057.000000 Penalty: 3441.451172
	Iteration 49F: 3 clusters Score -4707057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Entering Unmasked Estep 
Score: -945522.062500 Penalty: 1449.780151
	Iteration 0F: 2 clusters Score -945522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -939976.625000 Penalty: 2899.560303
	Iteration 0F: 3 clusters Score -939976.6 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -941662.250000 Penalty: 2899.560303
	Iteration 1F: 3 clusters Score -941662.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -941908.687500 Penalty: 2899.560303
	Iteration 2F: 3 clusters Score -941908.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -942152.687500 Penalty: 2899.560303
	Iteration 3F: 3 clusters Score -942152.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -942385.500000 Penalty: 2899.560303
	Iteration 4Q: 3 clusters Score -942385.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -942628.187500 Penalty: 2899.560303
	Iteration 5Q: 3 clusters Score -942628.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -942885.437500 Penalty: 2899.560303
	Iteration 6Q: 3 clusters Score -942885.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -943119.062500 Penalty: 2899.560303
	Iteration 7Q: 3 clusters Score -943119.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -943348.375000 Penalty: 2899.560303
	Iteration 8Q: 3 clusters Score -943348.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -943564.062500 Penalty: 2899.560303
	Iteration 9Q: 3 clusters Score -943564.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -943706.937500 Penalty: 2899.560303
	Iteration 10Q: 3 clusters Score -943706.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -943810.625000 Penalty: 2899.560303
	Iteration 11Q: 3 clusters Score -943810.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -943892.687500 Penalty: 2899.560303
	Iteration 12Q: 3 clusters Score -943892.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -943958.687500 Penalty: 2899.560303
	Iteration 13Q: 3 clusters Score -943958.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -944012.125000 Penalty: 2899.560303
	Iteration 14Q: 3 clusters Score -944012.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -944045.000000 Penalty: 2899.560303
	Iteration 15Q: 3 clusters Score -944045 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -944069.062500 Penalty: 2899.560303
	Iteration 16Q: 3 clusters Score -944069.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -944086.187500 Penalty: 2899.560303
	Iteration 17Q: 3 clusters Score -944086.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -944102.562500 Penalty: 2899.560303
	Iteration 18Q: 3 clusters Score -944102.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -944118.812500 Penalty: 2899.560303
	Iteration 19Q: 3 clusters Score -944118.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -944135.500000 Penalty: 2899.560303
	Iteration 20F: 3 clusters Score -944135.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -944147.062500 Penalty: 2899.560303
	Iteration 21Q: 3 clusters Score -944147.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -944156.625000 Penalty: 2899.560303
	Iteration 22Q: 3 clusters Score -944156.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -944161.187500 Penalty: 2899.560303
	Iteration 23Q: 3 clusters Score -944161.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -944164.062500 Penalty: 2899.560303
	Iteration 24Q: 3 clusters Score -944164.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -944167.250000 Penalty: 2899.560303
	Iteration 25Q: 3 clusters Score -944167.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -944169.312500 Penalty: 2899.560303
	Iteration 26Q: 3 clusters Score -944169.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -944170.562500 Penalty: 2899.560303
	Iteration 27Q: 3 clusters Score -944170.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -944172.375000 Penalty: 2899.560303
	Iteration 28Q: 3 clusters Score -944172.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -944176.000000 Penalty: 2899.560303
	Iteration 29Q: 3 clusters Score -944176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -944181.125000 Penalty: 2899.560303
	Iteration 30Q: 3 clusters Score -944181.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -944182.562500 Penalty: 2899.560303
	Iteration 31Q: 3 clusters Score -944182.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -944185.812500 Penalty: 2899.560303
	Iteration 32Q: 3 clusters Score -944185.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -944188.437500 Penalty: 2899.560303
	Iteration 33Q: 3 clusters Score -944188.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -944191.687500 Penalty: 2899.560303
	Iteration 34Q: 3 clusters Score -944191.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -944192.312500 Penalty: 2899.560303
	Iteration 35Q: 3 clusters Score -944192.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -944192.937500 Penalty: 2899.560303
	Iteration 36Q: 3 clusters Score -944192.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -944194.375000 Penalty: 2899.560303
	Iteration 37Q: 3 clusters Score -944194.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -944194.625000 Penalty: 2899.560303
	Iteration 38Q: 3 clusters Score -944194.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -944197.625000 Penalty: 2899.560303
	Iteration 39Q: 3 clusters Score -944197.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -944199.687500 Penalty: 2899.560303
	Iteration 40F: 3 clusters Score -944199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -944202.000000 Penalty: 2899.560303
	Iteration 41Q: 3 clusters Score -944202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -944203.312500 Penalty: 2899.560303
	Iteration 42Q: 3 clusters Score -944203.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -944203.312500 Penalty: 2899.560303
	Iteration 43F: 3 clusters Score -944203.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Entering Unmasked Estep 
Score: -688640.187500 Penalty: 1397.958374
	Iteration 0F: 2 clusters Score -688640.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -684419.687500 Penalty: 2795.916748
	Iteration 0F: 3 clusters Score -684419.7 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -685748.187500 Penalty: 2795.916748
	Iteration 1F: 3 clusters Score -685748.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -686002.500000 Penalty: 2795.916748
	Iteration 2F: 3 clusters Score -686002.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -686222.562500 Penalty: 2795.916748
	Iteration 3F: 3 clusters Score -686222.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -686444.812500 Penalty: 2795.916748
	Iteration 4F: 3 clusters Score -686444.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -686646.250000 Penalty: 2795.916748
	Iteration 5F: 3 clusters Score -686646.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -686850.750000 Penalty: 2795.916748
	Iteration 6F: 3 clusters Score -686850.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -687052.812500 Penalty: 2795.916748
	Iteration 7Q: 3 clusters Score -687052.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -687248.562500 Penalty: 2795.916748
	Iteration 8F: 3 clusters Score -687248.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -687405.500000 Penalty: 2795.916748
	Iteration 9Q: 3 clusters Score -687405.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -687523.000000 Penalty: 2795.916748
	Iteration 10Q: 3 clusters Score -687523 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -687602.000000 Penalty: 2795.916748
	Iteration 11Q: 3 clusters Score -687602 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -687653.500000 Penalty: 2795.916748
	Iteration 12Q: 3 clusters Score -687653.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -687695.312500 Penalty: 2795.916748
	Iteration 13Q: 3 clusters Score -687695.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -687727.437500 Penalty: 2795.916748
	Iteration 14Q: 3 clusters Score -687727.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -687746.875000 Penalty: 2795.916748
	Iteration 15Q: 3 clusters Score -687746.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -687755.187500 Penalty: 2795.916748
	Iteration 16Q: 3 clusters Score -687755.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -687764.437500 Penalty: 2795.916748
	Iteration 17Q: 3 clusters Score -687764.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -687771.687500 Penalty: 2795.916748
	Iteration 18Q: 3 clusters Score -687771.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -687785.875000 Penalty: 2795.916748
	Iteration 19Q: 3 clusters Score -687785.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -687800.375000 Penalty: 2795.916748
	Iteration 20F: 3 clusters Score -687800.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -687810.625000 Penalty: 2795.916748
	Iteration 21Q: 3 clusters Score -687810.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -687815.687500 Penalty: 2795.916748
	Iteration 22Q: 3 clusters Score -687815.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -687819.625000 Penalty: 2795.916748
	Iteration 23Q: 3 clusters Score -687819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -687822.125000 Penalty: 2795.916748
	Iteration 24Q: 3 clusters Score -687822.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -687821.750000 Penalty: 2795.916748
	Iteration 25Q: 3 clusters Score -687821.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -687823.625000 Penalty: 2795.916748
	Iteration 26Q: 3 clusters Score -687823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -687825.625000 Penalty: 2795.916748
	Iteration 27Q: 3 clusters Score -687825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -687824.250000 Penalty: 2795.916748
	Iteration 28Q: 3 clusters Score -687824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -687825.000000 Penalty: 2795.916748
	Iteration 29Q: 3 clusters Score -687825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -687825.125000 Penalty: 2795.916748
	Iteration 30Q: 3 clusters Score -687825.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -687825.812500 Penalty: 2795.916748
	Iteration 31Q: 3 clusters Score -687825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -687825.812500 Penalty: 2795.916748
	Iteration 32F: 3 clusters Score -687825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Entering Unmasked Estep 
Score: -3744068.750000 Penalty: 1672.990723
	Iteration 0F: 2 clusters Score -3744069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3724252.250000 Penalty: 3345.981445
	Iteration 0F: 3 clusters Score -3724252 nChanged 13581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3731885.000000 Penalty: 3345.981445
	Iteration 1F: 3 clusters Score -3731885 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3732538.250000 Penalty: 3345.981445
	Iteration 2F: 3 clusters Score -3732538 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3733297.250000 Penalty: 3345.981445
	Iteration 3F: 3 clusters Score -3733297 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3734117.000000 Penalty: 3345.981445
	Iteration 4F: 3 clusters Score -3734117 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3734951.000000 Penalty: 3345.981445
	Iteration 5F: 3 clusters Score -3734951 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3735607.000000 Penalty: 3345.981445
	Iteration 6F: 3 clusters Score -3735607 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -3736079.500000 Penalty: 3345.981445
	Iteration 7Q: 3 clusters Score -3736080 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -3736401.250000 Penalty: 3345.981445
	Iteration 8Q: 3 clusters Score -3736401 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3736629.750000 Penalty: 3345.981445
	Iteration 9Q: 3 clusters Score -3736630 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3736785.250000 Penalty: 3345.981445
	Iteration 10Q: 3 clusters Score -3736785 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3736895.000000 Penalty: 3345.981445
	Iteration 11Q: 3 clusters Score -3736895 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3736965.250000 Penalty: 3345.981445
	Iteration 12Q: 3 clusters Score -3736965 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3737032.250000 Penalty: 3345.981445
	Iteration 13Q: 3 clusters Score -3737032 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3737077.500000 Penalty: 3345.981445
	Iteration 14Q: 3 clusters Score -3737078 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3737120.750000 Penalty: 3345.981445
	Iteration 15Q: 3 clusters Score -3737121 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3737133.250000 Penalty: 3345.981445
	Iteration 16Q: 3 clusters Score -3737133 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -3737158.750000 Penalty: 3345.981445
	Iteration 17Q: 3 clusters Score -3737159 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3737195.500000 Penalty: 3345.981445
	Iteration 18Q: 3 clusters Score -3737196 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3737231.750000 Penalty: 3345.981445
	Iteration 19Q: 3 clusters Score -3737232 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3737257.000000 Penalty: 3345.981445
	Iteration 20F: 3 clusters Score -3737257 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3737290.250000 Penalty: 3345.981445
	Iteration 21Q: 3 clusters Score -3737290 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3737317.250000 Penalty: 3345.981445
	Iteration 22Q: 3 clusters Score -3737317 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3737350.750000 Penalty: 3345.981445
	Iteration 23Q: 3 clusters Score -3737351 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3737425.000000 Penalty: 3345.981445
	Iteration 24Q: 3 clusters Score -3737425 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3737477.250000 Penalty: 3345.981445
	Iteration 25Q: 3 clusters Score -3737477 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3737563.500000 Penalty: 3345.981445
	Iteration 26Q: 3 clusters Score -3737564 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -3737681.750000 Penalty: 3345.981445
	Iteration 27Q: 3 clusters Score -3737682 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -3737832.500000 Penalty: 3345.981445
	Iteration 28Q: 3 clusters Score -3737832 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3738062.500000 Penalty: 3345.981445
	Iteration 29Q: 3 clusters Score -3738062 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -3738377.750000 Penalty: 3345.981445
	Iteration 30Q: 3 clusters Score -3738378 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3738684.500000 Penalty: 3345.981445
	Iteration 31Q: 3 clusters Score -3738684 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3738936.500000 Penalty: 3345.981445
	Iteration 32Q: 3 clusters Score -3738936 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -3739176.000000 Penalty: 3345.981445
	Iteration 33Q: 3 clusters Score -3739176 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3739383.250000 Penalty: 3345.981445
	Iteration 34Q: 3 clusters Score -3739383 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -3739553.000000 Penalty: 3345.981445
	Iteration 35Q: 3 clusters Score -3739553 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3739708.750000 Penalty: 3345.981445
	Iteration 36Q: 3 clusters Score -3739709 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3739847.000000 Penalty: 3345.981445
	Iteration 37Q: 3 clusters Score -3739847 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3739990.750000 Penalty: 3345.981445
	Iteration 38Q: 3 clusters Score -3739991 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3740142.250000 Penalty: 3345.981445
	Iteration 39Q: 3 clusters Score -3740142 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -3740303.500000 Penalty: 3345.981445
	Iteration 40F: 3 clusters Score -3740304 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3740472.500000 Penalty: 3345.981445
	Iteration 41Q: 3 clusters Score -3740472 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3740668.250000 Penalty: 3345.981445
	Iteration 42Q: 3 clusters Score -3740668 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -3740860.000000 Penalty: 3345.981445
	Iteration 43Q: 3 clusters Score -3740860 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3741078.500000 Penalty: 3345.981445
	Iteration 44Q: 3 clusters Score -3741078 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3741287.500000 Penalty: 3345.981445
	Iteration 45Q: 3 clusters Score -3741288 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -3741530.750000 Penalty: 3345.981445
	Iteration 46Q: 3 clusters Score -3741531 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -3741759.250000 Penalty: 3345.981445
	Iteration 47Q: 3 clusters Score -3741759 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3742000.750000 Penalty: 3345.981445
	Iteration 48Q: 3 clusters Score -3742001 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3742219.250000 Penalty: 3345.981445
	Iteration 49Q: 3 clusters Score -3742219 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3742394.500000 Penalty: 3345.981445
	Iteration 50Q: 3 clusters Score -3742394 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3742522.000000 Penalty: 3345.981445
	Iteration 51Q: 3 clusters Score -3742522 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3742617.250000 Penalty: 3345.981445
	Iteration 52Q: 3 clusters Score -3742617 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3742714.250000 Penalty: 3345.981445
	Iteration 53Q: 3 clusters Score -3742714 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3742758.500000 Penalty: 3345.981445
	Iteration 54Q: 3 clusters Score -3742758 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -3742818.500000 Penalty: 3345.981445
	Iteration 55Q: 3 clusters Score -3742818 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3742863.000000 Penalty: 3345.981445
	Iteration 56Q: 3 clusters Score -3742863 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3742908.000000 Penalty: 3345.981445
	Iteration 57Q: 3 clusters Score -3742908 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3742942.000000 Penalty: 3345.981445
	Iteration 58Q: 3 clusters Score -3742942 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3742964.250000 Penalty: 3345.981445
	Iteration 59Q: 3 clusters Score -3742964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3742979.750000 Penalty: 3345.981445
	Iteration 60F: 3 clusters Score -3742980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -3743001.750000 Penalty: 3345.981445
	Iteration 61Q: 3 clusters Score -3743002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -3743023.250000 Penalty: 3345.981445
	Iteration 62Q: 3 clusters Score -3743023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3743039.250000 Penalty: 3345.981445
	Iteration 63Q: 3 clusters Score -3743039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3743049.250000 Penalty: 3345.981445
	Iteration 64Q: 3 clusters Score -3743049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3743055.000000 Penalty: 3345.981445
	Iteration 65Q: 3 clusters Score -3743055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -3743073.250000 Penalty: 3345.981445
	Iteration 66Q: 3 clusters Score -3743073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3743075.750000 Penalty: 3345.981445
	Iteration 67Q: 3 clusters Score -3743076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3743081.500000 Penalty: 3345.981445
	Iteration 68Q: 3 clusters Score -3743082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3743087.250000 Penalty: 3345.981445
	Iteration 69Q: 3 clusters Score -3743087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3743087.000000 Penalty: 3345.981445
	Iteration 70Q: 3 clusters Score -3743087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3743089.000000 Penalty: 3345.981445
	Iteration 71Q: 3 clusters Score -3743089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3743094.750000 Penalty: 3345.981445
	Iteration 72Q: 3 clusters Score -3743095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3743093.250000 Penalty: 3345.981445
	Iteration 73Q: 3 clusters Score -3743093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3743093.250000 Penalty: 3345.981445
	Iteration 74F: 3 clusters Score -3743093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Entering Unmasked Estep 
Score: -3915021.250000 Penalty: 1677.816162
	Iteration 0F: 2 clusters Score -3915021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3894436.000000 Penalty: 3355.632324
	Iteration 0F: 3 clusters Score -3894436 nChanged 14064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -3902986.750000 Penalty: 3355.632324
	Iteration 1F: 3 clusters Score -3902987 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3904155.000000 Penalty: 3355.632324
	Iteration 2F: 3 clusters Score -3904155 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3905697.000000 Penalty: 3355.632324
	Iteration 3F: 3 clusters Score -3905697 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3907443.250000 Penalty: 3355.632324
	Iteration 4F: 3 clusters Score -3907443 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -3908959.500000 Penalty: 3355.632324
	Iteration 5F: 3 clusters Score -3908960 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3910188.250000 Penalty: 3355.632324
	Iteration 6F: 3 clusters Score -3910188 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3911052.750000 Penalty: 3355.632324
	Iteration 7Q: 3 clusters Score -3911053 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -3911770.500000 Penalty: 3355.632324
	Iteration 8Q: 3 clusters Score -3911770 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3912320.250000 Penalty: 3355.632324
	Iteration 9Q: 3 clusters Score -3912320 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -3912695.000000 Penalty: 3355.632324
	Iteration 10Q: 3 clusters Score -3912695 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3912970.000000 Penalty: 3355.632324
	Iteration 11Q: 3 clusters Score -3912970 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3913221.000000 Penalty: 3355.632324
	Iteration 12Q: 3 clusters Score -3913221 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3913420.500000 Penalty: 3355.632324
	Iteration 13Q: 3 clusters Score -3913420 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3913609.500000 Penalty: 3355.632324
	Iteration 14Q: 3 clusters Score -3913610 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3913744.750000 Penalty: 3355.632324
	Iteration 15Q: 3 clusters Score -3913745 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3913897.500000 Penalty: 3355.632324
	Iteration 16Q: 3 clusters Score -3913898 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3914002.750000 Penalty: 3355.632324
	Iteration 17Q: 3 clusters Score -3914003 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3914100.750000 Penalty: 3355.632324
	Iteration 18Q: 3 clusters Score -3914101 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -3914200.250000 Penalty: 3355.632324
	Iteration 19Q: 3 clusters Score -3914200 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -3914254.250000 Penalty: 3355.632324
	Iteration 20F: 3 clusters Score -3914254 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3914290.000000 Penalty: 3355.632324
	Iteration 21Q: 3 clusters Score -3914290 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -3914330.500000 Penalty: 3355.632324
	Iteration 22Q: 3 clusters Score -3914330 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3914365.500000 Penalty: 3355.632324
	Iteration 23Q: 3 clusters Score -3914366 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3914393.250000 Penalty: 3355.632324
	Iteration 24Q: 3 clusters Score -3914393 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -3914411.250000 Penalty: 3355.632324
	Iteration 25Q: 3 clusters Score -3914411 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -3914424.000000 Penalty: 3355.632324
	Iteration 26Q: 3 clusters Score -3914424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -3914437.250000 Penalty: 3355.632324
	Iteration 27Q: 3 clusters Score -3914437 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3914457.500000 Penalty: 3355.632324
	Iteration 28Q: 3 clusters Score -3914458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3914453.500000 Penalty: 3355.632324
	Iteration 29Q: 3 clusters Score -3914454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3914459.750000 Penalty: 3355.632324
	Iteration 30Q: 3 clusters Score -3914460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3914468.250000 Penalty: 3355.632324
	Iteration 31Q: 3 clusters Score -3914468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3914475.750000 Penalty: 3355.632324
	Iteration 32Q: 3 clusters Score -3914476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -3914480.000000 Penalty: 3355.632324
	Iteration 33Q: 3 clusters Score -3914480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3914485.500000 Penalty: 3355.632324
	Iteration 34Q: 3 clusters Score -3914486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3914487.750000 Penalty: 3355.632324
	Iteration 35Q: 3 clusters Score -3914488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -3914490.750000 Penalty: 3355.632324
	Iteration 36Q: 3 clusters Score -3914491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3914497.750000 Penalty: 3355.632324
	Iteration 37Q: 3 clusters Score -3914498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3914502.000000 Penalty: 3355.632324
	Iteration 38Q: 3 clusters Score -3914502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3914506.250000 Penalty: 3355.632324
	Iteration 39Q: 3 clusters Score -3914506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3914508.250000 Penalty: 3355.632324
	Iteration 40F: 3 clusters Score -3914508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3914511.750000 Penalty: 3355.632324
	Iteration 41Q: 3 clusters Score -3914512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -3914511.250000 Penalty: 3355.632324
	Iteration 42Q: 3 clusters Score -3914511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -3914512.250000 Penalty: 3355.632324
	Iteration 43Q: 3 clusters Score -3914512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -3914520.750000 Penalty: 3355.632324
	Iteration 44Q: 3 clusters Score -3914521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3914521.750000 Penalty: 3355.632324
	Iteration 45Q: 3 clusters Score -3914522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -3914526.500000 Penalty: 3355.632324
	Iteration 46Q: 3 clusters Score -3914526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3914529.000000 Penalty: 3355.632324
	Iteration 47Q: 3 clusters Score -3914529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -3914534.250000 Penalty: 3355.632324
	Iteration 48Q: 3 clusters Score -3914534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -3914533.750000 Penalty: 3355.632324
	Iteration 49Q: 3 clusters Score -3914534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -3914537.250000 Penalty: 3355.632324
	Iteration 50Q: 3 clusters Score -3914537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -3914533.250000 Penalty: 3355.632324
	Iteration 51Q: 3 clusters Score -3914533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -3914533.500000 Penalty: 3355.632324
	Iteration 52Q: 3 clusters Score -3914534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -3914533.500000 Penalty: 3355.632324
	Iteration 53F: 3 clusters Score -3914534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -405118.093750 Penalty: 1338.418335
	Iteration 0F: 2 clusters Score -405118.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -401884.031250 Penalty: 2676.836670
	Iteration 0F: 3 clusters Score -401884 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -402815.125000 Penalty: 2676.836670
	Iteration 1F: 3 clusters Score -402815.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -403123.187500 Penalty: 2676.836670
	Iteration 2F: 3 clusters Score -403123.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -403389.468750 Penalty: 2676.836670
	Iteration 3F: 3 clusters Score -403389.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -403630.250000 Penalty: 2676.836670
	Iteration 4F: 3 clusters Score -403630.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -403825.218750 Penalty: 2676.836670
	Iteration 5F: 3 clusters Score -403825.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -403958.156250 Penalty: 2676.836670
	Iteration 6Q: 3 clusters Score -403958.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -404075.281250 Penalty: 2676.836670
	Iteration 7Q: 3 clusters Score -404075.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -404180.000000 Penalty: 2676.836670
	Iteration 8Q: 3 clusters Score -404180 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -404303.781250 Penalty: 2676.836670
	Iteration 9Q: 3 clusters Score -404303.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -404435.562500 Penalty: 2676.836670
	Iteration 10Q: 3 clusters Score -404435.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -404558.156250 Penalty: 2676.836670
	Iteration 11Q: 3 clusters Score -404558.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -404662.375000 Penalty: 2676.836670
	Iteration 12Q: 3 clusters Score -404662.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -404729.531250 Penalty: 2676.836670
	Iteration 13Q: 3 clusters Score -404729.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -404767.343750 Penalty: 2676.836670
	Iteration 14Q: 3 clusters Score -404767.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -404793.531250 Penalty: 2676.836670
	Iteration 15Q: 3 clusters Score -404793.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -404809.531250 Penalty: 2676.836670
	Iteration 16Q: 3 clusters Score -404809.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -404820.437500 Penalty: 2676.836670
	Iteration 17Q: 3 clusters Score -404820.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -404829.718750 Penalty: 2676.836670
	Iteration 18Q: 3 clusters Score -404829.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -404836.656250 Penalty: 2676.836670
	Iteration 19Q: 3 clusters Score -404836.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -404843.906250 Penalty: 2676.836670
	Iteration 20F: 3 clusters Score -404843.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -404851.531250 Penalty: 2676.836670
	Iteration 21Q: 3 clusters Score -404851.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -404856.468750 Penalty: 2676.836670
	Iteration 22Q: 3 clusters Score -404856.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -404862.468750 Penalty: 2676.836670
	Iteration 23Q: 3 clusters Score -404862.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -404867.093750 Penalty: 2676.836670
	Iteration 24Q: 3 clusters Score -404867.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -404875.062500 Penalty: 2676.836670
	Iteration 25Q: 3 clusters Score -404875.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -404883.031250 Penalty: 2676.836670
	Iteration 26Q: 3 clusters Score -404883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -404890.906250 Penalty: 2676.836670
	Iteration 27Q: 3 clusters Score -404890.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -404894.125000 Penalty: 2676.836670
	Iteration 28Q: 3 clusters Score -404894.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -404896.000000 Penalty: 2676.836670
	Iteration 29Q: 3 clusters Score -404896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -404897.593750 Penalty: 2676.836670
	Iteration 30Q: 3 clusters Score -404897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -404899.281250 Penalty: 2676.836670
	Iteration 31Q: 3 clusters Score -404899.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -404899.531250 Penalty: 2676.836670
	Iteration 32Q: 3 clusters Score -404899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -404898.906250 Penalty: 2676.836670
	Iteration 33Q: 3 clusters Score -404898.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -404900.187500 Penalty: 2676.836670
	Iteration 34Q: 3 clusters Score -404900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -404900.187500 Penalty: 2676.836670
	Iteration 35F: 3 clusters Score -404900.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Entering Unmasked Estep 
Score: -796788.312500 Penalty: 1424.918701
	Iteration 0F: 2 clusters Score -796788.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -791912.125000 Penalty: 2849.837402
	Iteration 0F: 3 clusters Score -791912.1 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -793322.687500 Penalty: 2849.837402
	Iteration 1F: 3 clusters Score -793322.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -793500.125000 Penalty: 2849.837402
	Iteration 2F: 3 clusters Score -793500.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -793617.625000 Penalty: 2849.837402
	Iteration 3Q: 3 clusters Score -793617.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -793713.625000 Penalty: 2849.837402
	Iteration 4Q: 3 clusters Score -793713.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -793798.562500 Penalty: 2849.837402
	Iteration 5Q: 3 clusters Score -793798.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -793892.875000 Penalty: 2849.837402
	Iteration 6Q: 3 clusters Score -793892.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -794003.687500 Penalty: 2849.837402
	Iteration 7Q: 3 clusters Score -794003.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -794107.875000 Penalty: 2849.837402
	Iteration 8Q: 3 clusters Score -794107.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -794223.062500 Penalty: 2849.837402
	Iteration 9Q: 3 clusters Score -794223.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -794331.000000 Penalty: 2849.837402
	Iteration 10Q: 3 clusters Score -794331 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -794455.875000 Penalty: 2849.837402
	Iteration 11Q: 3 clusters Score -794455.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -794627.125000 Penalty: 2849.837402
	Iteration 12Q: 3 clusters Score -794627.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -794800.687500 Penalty: 2849.837402
	Iteration 13Q: 3 clusters Score -794800.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -794955.312500 Penalty: 2849.837402
	Iteration 14Q: 3 clusters Score -794955.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -795085.125000 Penalty: 2849.837402
	Iteration 15Q: 3 clusters Score -795085.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -795190.875000 Penalty: 2849.837402
	Iteration 16Q: 3 clusters Score -795190.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -795274.250000 Penalty: 2849.837402
	Iteration 17Q: 3 clusters Score -795274.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -795338.750000 Penalty: 2849.837402
	Iteration 18Q: 3 clusters Score -795338.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -795387.875000 Penalty: 2849.837402
	Iteration 19Q: 3 clusters Score -795387.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -795427.937500 Penalty: 2849.837402
	Iteration 20F: 3 clusters Score -795427.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -795452.062500 Penalty: 2849.837402
	Iteration 21Q: 3 clusters Score -795452.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -795468.750000 Penalty: 2849.837402
	Iteration 22Q: 3 clusters Score -795468.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -795490.875000 Penalty: 2849.837402
	Iteration 23Q: 3 clusters Score -795490.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -795512.812500 Penalty: 2849.837402
	Iteration 24Q: 3 clusters Score -795512.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -795524.875000 Penalty: 2849.837402
	Iteration 25Q: 3 clusters Score -795524.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -795535.562500 Penalty: 2849.837402
	Iteration 26Q: 3 clusters Score -795535.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -795550.062500 Penalty: 2849.837402
	Iteration 27Q: 3 clusters Score -795550.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -795559.937500 Penalty: 2849.837402
	Iteration 28Q: 3 clusters Score -795559.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -795565.687500 Penalty: 2849.837402
	Iteration 29Q: 3 clusters Score -795565.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -795571.750000 Penalty: 2849.837402
	Iteration 30Q: 3 clusters Score -795571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -795574.812500 Penalty: 2849.837402
	Iteration 31Q: 3 clusters Score -795574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -795574.562500 Penalty: 2849.837402
	Iteration 32Q: 3 clusters Score -795574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -795574.937500 Penalty: 2849.837402
	Iteration 33Q: 3 clusters Score -795574.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -795574.937500 Penalty: 2849.837402
	Iteration 34F: 3 clusters Score -795574.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Entering Unmasked Estep 
Score: -3949332.500000 Penalty: 1680.501709
	Iteration 0F: 2 clusters Score -3949332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3928425.750000 Penalty: 3361.003418
	Iteration 0F: 3 clusters Score -3928426 nChanged 14227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3936527.000000 Penalty: 3361.003418
	Iteration 1F: 3 clusters Score -3936527 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3937140.250000 Penalty: 3361.003418
	Iteration 2F: 3 clusters Score -3937140 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3937964.000000 Penalty: 3361.003418
	Iteration 3F: 3 clusters Score -3937964 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3939050.000000 Penalty: 3361.003418
	Iteration 4F: 3 clusters Score -3939050 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -3940538.500000 Penalty: 3361.003418
	Iteration 5F: 3 clusters Score -3940538 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -3942312.750000 Penalty: 3361.003418
	Iteration 6F: 3 clusters Score -3942313 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3944250.500000 Penalty: 3361.003418
	Iteration 7F: 3 clusters Score -3944250 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3945895.250000 Penalty: 3361.003418
	Iteration 8F: 3 clusters Score -3945895 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3946930.000000 Penalty: 3361.003418
	Iteration 9Q: 3 clusters Score -3946930 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3947477.750000 Penalty: 3361.003418
	Iteration 10Q: 3 clusters Score -3947478 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3947717.250000 Penalty: 3361.003418
	Iteration 11Q: 3 clusters Score -3947717 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3947835.000000 Penalty: 3361.003418
	Iteration 12Q: 3 clusters Score -3947835 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3947909.250000 Penalty: 3361.003418
	Iteration 13Q: 3 clusters Score -3947909 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3947946.250000 Penalty: 3361.003418
	Iteration 14Q: 3 clusters Score -3947946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3947975.000000 Penalty: 3361.003418
	Iteration 15Q: 3 clusters Score -3947975 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3947996.750000 Penalty: 3361.003418
	Iteration 16Q: 3 clusters Score -3947997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3948013.500000 Penalty: 3361.003418
	Iteration 17Q: 3 clusters Score -3948014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3948031.250000 Penalty: 3361.003418
	Iteration 18Q: 3 clusters Score -3948031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3948044.000000 Penalty: 3361.003418
	Iteration 19Q: 3 clusters Score -3948044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3948054.250000 Penalty: 3361.003418
	Iteration 20F: 3 clusters Score -3948054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3948065.500000 Penalty: 3361.003418
	Iteration 21Q: 3 clusters Score -3948066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3948074.000000 Penalty: 3361.003418
	Iteration 22Q: 3 clusters Score -3948074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3948081.250000 Penalty: 3361.003418
	Iteration 23Q: 3 clusters Score -3948081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3948085.500000 Penalty: 3361.003418
	Iteration 24Q: 3 clusters Score -3948086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3948087.750000 Penalty: 3361.003418
	Iteration 25Q: 3 clusters Score -3948088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3948093.750000 Penalty: 3361.003418
	Iteration 26Q: 3 clusters Score -3948094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3948090.750000 Penalty: 3361.003418
	Iteration 27Q: 3 clusters Score -3948091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3948096.500000 Penalty: 3361.003418
	Iteration 28Q: 3 clusters Score -3948096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3948099.250000 Penalty: 3361.003418
	Iteration 29Q: 3 clusters Score -3948099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3948098.750000 Penalty: 3361.003418
	Iteration 30Q: 3 clusters Score -3948099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3948097.500000 Penalty: 3361.003418
	Iteration 31Q: 3 clusters Score -3948098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3948097.750000 Penalty: 3361.003418
	Iteration 32Q: 3 clusters Score -3948098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3948100.250000 Penalty: 3361.003418
	Iteration 33Q: 3 clusters Score -3948100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3948102.250000 Penalty: 3361.003418
	Iteration 34Q: 3 clusters Score -3948102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3948098.750000 Penalty: 3361.003418
	Iteration 35Q: 3 clusters Score -3948099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3948103.000000 Penalty: 3361.003418
	Iteration 36Q: 3 clusters Score -3948103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3948104.750000 Penalty: 3361.003418
	Iteration 37Q: 3 clusters Score -3948105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3948108.500000 Penalty: 3361.003418
	Iteration 38Q: 3 clusters Score -3948108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3948112.000000 Penalty: 3361.003418
	Iteration 39Q: 3 clusters Score -3948112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3948111.750000 Penalty: 3361.003418
	Iteration 40F: 3 clusters Score -3948112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3948107.500000 Penalty: 3361.003418
	Iteration 41Q: 3 clusters Score -3948108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3948107.500000 Penalty: 3361.003418
	Iteration 42F: 3 clusters Score -3948108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Entering Unmasked Estep 
Score: -2112026.500000 Penalty: 1578.243408
	Iteration 0F: 2 clusters Score -2112026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2100649.750000 Penalty: 3156.486816
	Iteration 0F: 3 clusters Score -2100650 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2104585.000000 Penalty: 3156.486816
	Iteration 1F: 3 clusters Score -2104585 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2104932.750000 Penalty: 3156.486816
	Iteration 2F: 3 clusters Score -2104933 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2105301.750000 Penalty: 3156.486816
	Iteration 3Q: 3 clusters Score -2105302 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2105775.250000 Penalty: 3156.486816
	Iteration 4F: 3 clusters Score -2105775 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2106442.250000 Penalty: 3156.486816
	Iteration 5F: 3 clusters Score -2106442 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2107341.500000 Penalty: 3156.486816
	Iteration 6F: 3 clusters Score -2107342 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2108338.750000 Penalty: 3156.486816
	Iteration 7F: 3 clusters Score -2108339 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2109266.000000 Penalty: 3156.486816
	Iteration 8F: 3 clusters Score -2109266 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2109913.000000 Penalty: 3156.486816
	Iteration 9Q: 3 clusters Score -2109913 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2110293.750000 Penalty: 3156.486816
	Iteration 10Q: 3 clusters Score -2110294 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2110483.500000 Penalty: 3156.486816
	Iteration 11Q: 3 clusters Score -2110484 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2110578.500000 Penalty: 3156.486816
	Iteration 12Q: 3 clusters Score -2110578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2110609.500000 Penalty: 3156.486816
	Iteration 13Q: 3 clusters Score -2110610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2110620.250000 Penalty: 3156.486816
	Iteration 14Q: 3 clusters Score -2110620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2110624.500000 Penalty: 3156.486816
	Iteration 15Q: 3 clusters Score -2110624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2110628.250000 Penalty: 3156.486816
	Iteration 16Q: 3 clusters Score -2110628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2110637.250000 Penalty: 3156.486816
	Iteration 17Q: 3 clusters Score -2110637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2110642.250000 Penalty: 3156.486816
	Iteration 18Q: 3 clusters Score -2110642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2110647.500000 Penalty: 3156.486816
	Iteration 19Q: 3 clusters Score -2110648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2110652.750000 Penalty: 3156.486816
	Iteration 20F: 3 clusters Score -2110653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2110655.750000 Penalty: 3156.486816
	Iteration 21Q: 3 clusters Score -2110656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2110658.750000 Penalty: 3156.486816
	Iteration 22Q: 3 clusters Score -2110659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2110660.750000 Penalty: 3156.486816
	Iteration 23Q: 3 clusters Score -2110661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2110660.750000 Penalty: 3156.486816
	Iteration 24F: 3 clusters Score -2110661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Entering Unmasked Estep 
Score: -454769.250000 Penalty: 1332.323608
	Iteration 0F: 2 clusters Score -454769.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -451676.250000 Penalty: 2664.647217
	Iteration 0F: 3 clusters Score -451676.2 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -452400.093750 Penalty: 2664.647217
	Iteration 1F: 3 clusters Score -452400.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -452541.812500 Penalty: 2664.647217
	Iteration 2F: 3 clusters Score -452541.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -452650.562500 Penalty: 2664.647217
	Iteration 3F: 3 clusters Score -452650.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -452735.125000 Penalty: 2664.647217
	Iteration 4Q: 3 clusters Score -452735.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -452829.125000 Penalty: 2664.647217
	Iteration 5Q: 3 clusters Score -452829.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -452938.125000 Penalty: 2664.647217
	Iteration 6Q: 3 clusters Score -452938.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -453071.750000 Penalty: 2664.647217
	Iteration 7Q: 3 clusters Score -453071.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -453248.250000 Penalty: 2664.647217
	Iteration 8F: 3 clusters Score -453248.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -453449.656250 Penalty: 2664.647217
	Iteration 9F: 3 clusters Score -453449.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -453640.625000 Penalty: 2664.647217
	Iteration 10Q: 3 clusters Score -453640.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -453778.687500 Penalty: 2664.647217
	Iteration 11Q: 3 clusters Score -453778.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -453878.500000 Penalty: 2664.647217
	Iteration 12Q: 3 clusters Score -453878.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -453926.156250 Penalty: 2664.647217
	Iteration 13Q: 3 clusters Score -453926.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -453951.125000 Penalty: 2664.647217
	Iteration 14Q: 3 clusters Score -453951.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -453970.218750 Penalty: 2664.647217
	Iteration 15Q: 3 clusters Score -453970.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -453984.156250 Penalty: 2664.647217
	Iteration 16Q: 3 clusters Score -453984.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -453994.750000 Penalty: 2664.647217
	Iteration 17Q: 3 clusters Score -453994.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -454000.375000 Penalty: 2664.647217
	Iteration 18Q: 3 clusters Score -454000.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -454006.750000 Penalty: 2664.647217
	Iteration 19Q: 3 clusters Score -454006.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -454019.500000 Penalty: 2664.647217
	Iteration 20F: 3 clusters Score -454019.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -454026.531250 Penalty: 2664.647217
	Iteration 21Q: 3 clusters Score -454026.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -454031.375000 Penalty: 2664.647217
	Iteration 22Q: 3 clusters Score -454031.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -454035.062500 Penalty: 2664.647217
	Iteration 23Q: 3 clusters Score -454035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -454040.187500 Penalty: 2664.647217
	Iteration 24Q: 3 clusters Score -454040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -454046.937500 Penalty: 2664.647217
	Iteration 25Q: 3 clusters Score -454046.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -454054.218750 Penalty: 2664.647217
	Iteration 26Q: 3 clusters Score -454054.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -454056.218750 Penalty: 2664.647217
	Iteration 27Q: 3 clusters Score -454056.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -454056.218750 Penalty: 2664.647217
	Iteration 28F: 3 clusters Score -454056.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -28848.378906 Penalty: 907.318115
	Iteration 0F: 2 clusters Score -28848.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28047.908203 Penalty: 1814.636230
	Iteration 0F: 3 clusters Score -28047.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28168.625000 Penalty: 1814.636230
	Iteration 1F: 3 clusters Score -28168.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28189.833984 Penalty: 1814.636230
	Iteration 2Q: 3 clusters Score -28189.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28199.910156 Penalty: 1814.636230
	Iteration 3Q: 3 clusters Score -28199.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28202.427734 Penalty: 1814.636230
	Iteration 4Q: 3 clusters Score -28202.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28202.427734 Penalty: 1814.636230
	Iteration 5F: 3 clusters Score -28202.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Entering Unmasked Estep 
Score: -446891.750000 Penalty: 1336.121338
	Iteration 0F: 2 clusters Score -446891.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -443671.625000 Penalty: 2672.242676
	Iteration 0F: 3 clusters Score -443671.6 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -444488.843750 Penalty: 2672.242676
	Iteration 1F: 3 clusters Score -444488.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -444676.593750 Penalty: 2672.242676
	Iteration 2F: 3 clusters Score -444676.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -444825.625000 Penalty: 2672.242676
	Iteration 3F: 3 clusters Score -444825.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -444956.625000 Penalty: 2672.242676
	Iteration 4Q: 3 clusters Score -444956.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -445076.468750 Penalty: 2672.242676
	Iteration 5Q: 3 clusters Score -445076.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -445191.218750 Penalty: 2672.242676
	Iteration 6Q: 3 clusters Score -445191.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -445339.281250 Penalty: 2672.242676
	Iteration 7Q: 3 clusters Score -445339.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -445493.625000 Penalty: 2672.242676
	Iteration 8Q: 3 clusters Score -445493.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -445632.531250 Penalty: 2672.242676
	Iteration 9Q: 3 clusters Score -445632.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -445745.562500 Penalty: 2672.242676
	Iteration 10Q: 3 clusters Score -445745.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -445846.468750 Penalty: 2672.242676
	Iteration 11Q: 3 clusters Score -445846.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -445928.937500 Penalty: 2672.242676
	Iteration 12Q: 3 clusters Score -445928.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -445999.968750 Penalty: 2672.242676
	Iteration 13Q: 3 clusters Score -446000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -446044.906250 Penalty: 2672.242676
	Iteration 14Q: 3 clusters Score -446044.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -446090.375000 Penalty: 2672.242676
	Iteration 15Q: 3 clusters Score -446090.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -446132.468750 Penalty: 2672.242676
	Iteration 16Q: 3 clusters Score -446132.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -446160.343750 Penalty: 2672.242676
	Iteration 17Q: 3 clusters Score -446160.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -446175.031250 Penalty: 2672.242676
	Iteration 18Q: 3 clusters Score -446175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -446188.000000 Penalty: 2672.242676
	Iteration 19Q: 3 clusters Score -446188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -446197.000000 Penalty: 2672.242676
	Iteration 20F: 3 clusters Score -446197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -446201.031250 Penalty: 2672.242676
	Iteration 21Q: 3 clusters Score -446201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -446203.406250 Penalty: 2672.242676
	Iteration 22Q: 3 clusters Score -446203.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -446205.468750 Penalty: 2672.242676
	Iteration 23Q: 3 clusters Score -446205.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -446206.843750 Penalty: 2672.242676
	Iteration 24Q: 3 clusters Score -446206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -446208.125000 Penalty: 2672.242676
	Iteration 25Q: 3 clusters Score -446208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -446207.968750 Penalty: 2672.242676
	Iteration 26Q: 3 clusters Score -446208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -446208.156250 Penalty: 2672.242676
	Iteration 27Q: 3 clusters Score -446208.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -446208.156250 Penalty: 2672.242676
	Iteration 28F: 3 clusters Score -446208.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (60060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Entering Unmasked Estep 
Score: -7056425.000000 Penalty: 1788.003662
	Iteration 0F: 2 clusters Score -7056425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -7016345.000000 Penalty: 3576.007324
	Iteration 0F: 3 clusters Score -7016345 nChanged 28204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -7033323.000000 Penalty: 3576.007324
	Iteration 1F: 3 clusters Score -7033323 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -7035126.500000 Penalty: 3576.007324
	Iteration 2F: 3 clusters Score -7035126 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -7037350.000000 Penalty: 3576.007324
	Iteration 3F: 3 clusters Score -7037350 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -7039981.000000 Penalty: 3576.007324
	Iteration 4F: 3 clusters Score -7039981 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -7042431.500000 Penalty: 3576.007324
	Iteration 5F: 3 clusters Score -7042432 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -7044534.000000 Penalty: 3576.007324
	Iteration 6F: 3 clusters Score -7044534 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -7046066.500000 Penalty: 3576.007324
	Iteration 7Q: 3 clusters Score -7046066 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -7046940.500000 Penalty: 3576.007324
	Iteration 8Q: 3 clusters Score -7046940 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -7047388.500000 Penalty: 3576.007324
	Iteration 9Q: 3 clusters Score -7047388 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -7047706.000000 Penalty: 3576.007324
	Iteration 10Q: 3 clusters Score -7047706 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -7047878.000000 Penalty: 3576.007324
	Iteration 11Q: 3 clusters Score -7047878 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -7048030.500000 Penalty: 3576.007324
	Iteration 12Q: 3 clusters Score -7048030 nChanged 652
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7048153 nChanged 581
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7048276 nChanged 551
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7048390 nChanged 535
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Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7048495 nChanged 561
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Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7048579 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7048744 nChanged 601
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -7048898.500000 Penalty: 3576.007324
	Iteration 19Q: 3 clusters Score -7048898 nChanged 627
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Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -7048986.500000 Penalty: 3576.007324
	Iteration 20F: 3 clusters Score -7048986 nChanged 618
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7049100 nChanged 605
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Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7049228 nChanged 603
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Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7049373 nChanged 621
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Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7049539 nChanged 642
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Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7049703 nChanged 680
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Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7049864 nChanged 720
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Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -7050080.500000 Penalty: 3576.007324
	Iteration 27Q: 3 clusters Score -7050080 nChanged 689
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -7050296.500000 Penalty: 3576.007324
	Iteration 28Q: 3 clusters Score -7050296 nChanged 662
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7050468 nChanged 691
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7050661 nChanged 731
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7050912 nChanged 725
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Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -7051106.500000 Penalty: 3576.007324
	Iteration 32Q: 3 clusters Score -7051106 nChanged 721
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Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7051352 nChanged 696
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Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -7051545.500000 Penalty: 3576.007324
	Iteration 34Q: 3 clusters Score -7051546 nChanged 767
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7051796 nChanged 777
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Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7052132 nChanged 783
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Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7052430 nChanged 798
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Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7052756 nChanged 802
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Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7053111 nChanged 803
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Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7053462 nChanged 728
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Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7053770 nChanged 732
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Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7054045 nChanged 667
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Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7054282 nChanged 587
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Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7054506 nChanged 484
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Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7054703 nChanged 404
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Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7054840 nChanged 363
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Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7055088 nChanged 297
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Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7055150 nChanged 256
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Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7055264 nChanged 211
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Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7055336 nChanged 198
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Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7055424 nChanged 179
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Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7055486 nChanged 149
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Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 57226 members 
Entering Unmasked Estep 
Score: -7055520.500000 Penalty: 3576.007324
	Iteration 54Q: 3 clusters Score -7055520 nChanged 123
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Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7055544 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 57429 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7055566 nChanged 80
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Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -7055606.000000 Penalty: 3576.007324
	Iteration 57Q: 3 clusters Score -7055606 nChanged 88
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Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7055623 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2420 members 
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Entering Unmasked Estep 
Score: -7055642.500000 Penalty: 3576.007324
	Iteration 59Q: 3 clusters Score -7055642 nChanged 73
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Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -7055653.500000 Penalty: 3576.007324
	Iteration 60F: 3 clusters Score -7055654 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 57756 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7055677 nChanged 48
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Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7055690 nChanged 47
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Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7055698 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2213 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7055692 nChanged 24
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Mstep: Class 1 contains 2193 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7055701 nChanged 25
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Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7055710 nChanged 21
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Mstep: Class 1 contains 2159 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7055718 nChanged 19
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Mstep: Class 1 contains 2146 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7055726 nChanged 17
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	Iteration 69Q: 3 clusters Score -7055726 nChanged 15
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7055724 nChanged 15
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Mstep: Class 1 contains 2113 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7055738 nChanged 16
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Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7055740 nChanged 14
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Mstep: Class 1 contains 2095 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7055750 nChanged 11
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Mstep: Class 1 contains 2086 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7055747 nChanged 12
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Mstep: Class 1 contains 2078 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7055748 nChanged 14
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Mstep: Class 1 contains 2070 members 
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	Iteration 76Q: 3 clusters Score -7055752 nChanged 12
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Mstep: Class 1 contains 2064 members 
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	Iteration 77Q: 3 clusters Score -7055751 nChanged 8
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Mstep: Class 1 contains 2060 members 
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	Iteration 78Q: 3 clusters Score -7055748 nChanged 9
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Mstep: Class 1 contains 2053 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7055756 nChanged 5
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Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 58012 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7055758 nChanged 10
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Mstep: Class 1 contains 2040 members 
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	Iteration 81Q: 3 clusters Score -7055750 nChanged 8
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7055755 nChanged 9
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	Iteration 83Q: 3 clusters Score -7055752 nChanged 7
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Mstep: Class 1 contains 2026 members 
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	Iteration 84Q: 3 clusters Score -7055751 nChanged 8
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Mstep: Class 1 contains 2018 members 
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	Iteration 85Q: 3 clusters Score -7055745 nChanged 7
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	Iteration 86Q: 3 clusters Score -7055750 nChanged 8
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	Iteration 87Q: 3 clusters Score -7055752 nChanged 10
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	Iteration 88Q: 3 clusters Score -7055760 nChanged 8
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	Iteration 89Q: 3 clusters Score -7055753 nChanged 7
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	Iteration 90Q: 3 clusters Score -7055760 nChanged 8
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	Iteration 91Q: 3 clusters Score -7055764 nChanged 5
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	Iteration 92Q: 3 clusters Score -7055761 nChanged 4
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	Iteration 93Q: 3 clusters Score -7055765 nChanged 2
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	Iteration 94Q: 3 clusters Score -7055762 nChanged 1
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	Iteration 95Q: 3 clusters Score -7055760 nChanged 1
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	Iteration 96Q: 3 clusters Score -7055758 nChanged 1
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	Iteration 97Q: 3 clusters Score -7055763 nChanged 3
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	Iteration 98Q: 3 clusters Score -7055764 nChanged 3
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	Iteration 99Q: 3 clusters Score -7055762 nChanged 2
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Entering Unmasked Estep 
Score: -7055759.500000 Penalty: 3576.007324
	Iteration 100F: 3 clusters Score -7055760 nChanged 1
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	Iteration 101Q: 3 clusters Score -7055766 nChanged 2
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7055762 nChanged 3
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	Iteration 103Q: 3 clusters Score -7055765 nChanged 2
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	Iteration 104Q: 3 clusters Score -7055764 nChanged 1
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	Iteration 105Q: 3 clusters Score -7055764 nChanged 0
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Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -7055764.500000 Penalty: 3576.007324
	Iteration 106F: 3 clusters Score -7055764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (28577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Entering Unmasked Estep 
Score: -3623416.250000 Penalty: 1667.308105
	Iteration 0F: 2 clusters Score -3623416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3604044.250000 Penalty: 3334.616211
	Iteration 0F: 3 clusters Score -3604044 nChanged 13135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3611403.000000 Penalty: 3334.616211
	Iteration 1F: 3 clusters Score -3611403 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3611915.750000 Penalty: 3334.616211
	Iteration 2Q: 3 clusters Score -3611916 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3612459.000000 Penalty: 3334.616211
	Iteration 3Q: 3 clusters Score -3612459 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3613118.500000 Penalty: 3334.616211
	Iteration 4F: 3 clusters Score -3613118 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3613845.250000 Penalty: 3334.616211
	Iteration 5F: 3 clusters Score -3613845 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3614628.500000 Penalty: 3334.616211
	Iteration 6F: 3 clusters Score -3614628 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3615511.750000 Penalty: 3334.616211
	Iteration 7F: 3 clusters Score -3615512 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3616471.000000 Penalty: 3334.616211
	Iteration 8F: 3 clusters Score -3616471 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -3617496.750000 Penalty: 3334.616211
	Iteration 9F: 3 clusters Score -3617497 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -3618511.500000 Penalty: 3334.616211
	Iteration 10F: 3 clusters Score -3618512 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3619426.250000 Penalty: 3334.616211
	Iteration 11Q: 3 clusters Score -3619426 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3620252.750000 Penalty: 3334.616211
	Iteration 12Q: 3 clusters Score -3620253 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3621072.500000 Penalty: 3334.616211
	Iteration 13Q: 3 clusters Score -3621072 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -3621760.750000 Penalty: 3334.616211
	Iteration 14Q: 3 clusters Score -3621761 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3622030.000000 Penalty: 3334.616211
	Iteration 15Q: 3 clusters Score -3622030 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3622150.750000 Penalty: 3334.616211
	Iteration 16Q: 3 clusters Score -3622151 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3622208.250000 Penalty: 3334.616211
	Iteration 17Q: 3 clusters Score -3622208 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3622235.000000 Penalty: 3334.616211
	Iteration 18Q: 3 clusters Score -3622235 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3622267.250000 Penalty: 3334.616211
	Iteration 19Q: 3 clusters Score -3622267 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -3622277.750000 Penalty: 3334.616211
	Iteration 20F: 3 clusters Score -3622278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3622303.000000 Penalty: 3334.616211
	Iteration 21Q: 3 clusters Score -3622303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3622309.000000 Penalty: 3334.616211
	Iteration 22Q: 3 clusters Score -3622309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3622318.250000 Penalty: 3334.616211
	Iteration 23Q: 3 clusters Score -3622318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3622327.500000 Penalty: 3334.616211
	Iteration 24Q: 3 clusters Score -3622328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3622328.500000 Penalty: 3334.616211
	Iteration 25Q: 3 clusters Score -3622328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3622332.500000 Penalty: 3334.616211
	Iteration 26Q: 3 clusters Score -3622332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3622339.250000 Penalty: 3334.616211
	Iteration 27Q: 3 clusters Score -3622339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3622342.500000 Penalty: 3334.616211
	Iteration 28Q: 3 clusters Score -3622342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3622342.500000 Penalty: 3334.616211
	Iteration 29Q: 3 clusters Score -3622342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3622345.250000 Penalty: 3334.616211
	Iteration 30Q: 3 clusters Score -3622345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3622344.000000 Penalty: 3334.616211
	Iteration 31Q: 3 clusters Score -3622344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3622343.500000 Penalty: 3334.616211
	Iteration 32Q: 3 clusters Score -3622344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -3622344.000000 Penalty: 3334.616211
	Iteration 33Q: 3 clusters Score -3622344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -3622343.000000 Penalty: 3334.616211
	Iteration 34Q: 3 clusters Score -3622343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3622340.750000 Penalty: 3334.616211
	Iteration 35Q: 3 clusters Score -3622341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -3622345.250000 Penalty: 3334.616211
	Iteration 36Q: 3 clusters Score -3622345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3622345.000000 Penalty: 3334.616211
	Iteration 37Q: 3 clusters Score -3622345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -3622345.250000 Penalty: 3334.616211
	Iteration 38Q: 3 clusters Score -3622345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3622346.250000 Penalty: 3334.616211
	Iteration 39Q: 3 clusters Score -3622346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -3622345.250000 Penalty: 3334.616211
	Iteration 40F: 3 clusters Score -3622345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3622346.000000 Penalty: 3334.616211
	Iteration 41Q: 3 clusters Score -3622346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3622345.250000 Penalty: 3334.616211
	Iteration 42Q: 3 clusters Score -3622345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3622343.750000 Penalty: 3334.616211
	Iteration 43Q: 3 clusters Score -3622344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3622344.000000 Penalty: 3334.616211
	Iteration 44Q: 3 clusters Score -3622344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3622344.000000 Penalty: 3334.616211
	Iteration 45F: 3 clusters Score -3622344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Entering Unmasked Estep 
Score: -1467344.500000 Penalty: 1520.237305
	Iteration 0F: 2 clusters Score -1467344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1459116.875000 Penalty: 3040.474609
	Iteration 0F: 3 clusters Score -1459117 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1461948.250000 Penalty: 3040.474609
	Iteration 1F: 3 clusters Score -1461948 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1462294.125000 Penalty: 3040.474609
	Iteration 2F: 3 clusters Score -1462294 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1462636.625000 Penalty: 3040.474609
	Iteration 3F: 3 clusters Score -1462637 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1463010.250000 Penalty: 3040.474609
	Iteration 4F: 3 clusters Score -1463010 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1463391.500000 Penalty: 3040.474609
	Iteration 5F: 3 clusters Score -1463392 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1463729.125000 Penalty: 3040.474609
	Iteration 6F: 3 clusters Score -1463729 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1464051.875000 Penalty: 3040.474609
	Iteration 7Q: 3 clusters Score -1464052 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1464398.750000 Penalty: 3040.474609
	Iteration 8Q: 3 clusters Score -1464399 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1464700.500000 Penalty: 3040.474609
	Iteration 9Q: 3 clusters Score -1464700 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1464971.125000 Penalty: 3040.474609
	Iteration 10Q: 3 clusters Score -1464971 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1465172.750000 Penalty: 3040.474609
	Iteration 11Q: 3 clusters Score -1465173 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1465341.250000 Penalty: 3040.474609
	Iteration 12Q: 3 clusters Score -1465341 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1465486.250000 Penalty: 3040.474609
	Iteration 13Q: 3 clusters Score -1465486 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1465614.375000 Penalty: 3040.474609
	Iteration 14Q: 3 clusters Score -1465614 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1465733.875000 Penalty: 3040.474609
	Iteration 15Q: 3 clusters Score -1465734 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1465835.125000 Penalty: 3040.474609
	Iteration 16Q: 3 clusters Score -1465835 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1465922.250000 Penalty: 3040.474609
	Iteration 17Q: 3 clusters Score -1465922 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1465987.375000 Penalty: 3040.474609
	Iteration 18Q: 3 clusters Score -1465987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1466031.125000 Penalty: 3040.474609
	Iteration 19Q: 3 clusters Score -1466031 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1466059.875000 Penalty: 3040.474609
	Iteration 20F: 3 clusters Score -1466060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1466071.250000 Penalty: 3040.474609
	Iteration 21Q: 3 clusters Score -1466071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1466081.875000 Penalty: 3040.474609
	Iteration 22Q: 3 clusters Score -1466082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1466093.375000 Penalty: 3040.474609
	Iteration 23Q: 3 clusters Score -1466093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1466100.500000 Penalty: 3040.474609
	Iteration 24Q: 3 clusters Score -1466100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1466107.125000 Penalty: 3040.474609
	Iteration 25Q: 3 clusters Score -1466107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1466110.250000 Penalty: 3040.474609
	Iteration 26Q: 3 clusters Score -1466110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1466113.000000 Penalty: 3040.474609
	Iteration 27Q: 3 clusters Score -1466113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1466112.250000 Penalty: 3040.474609
	Iteration 28Q: 3 clusters Score -1466112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1466115.250000 Penalty: 3040.474609
	Iteration 29Q: 3 clusters Score -1466115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1466116.875000 Penalty: 3040.474609
	Iteration 30Q: 3 clusters Score -1466117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1466116.500000 Penalty: 3040.474609
	Iteration 31Q: 3 clusters Score -1466116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1466117.875000 Penalty: 3040.474609
	Iteration 32Q: 3 clusters Score -1466118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1466119.375000 Penalty: 3040.474609
	Iteration 33Q: 3 clusters Score -1466119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1466123.625000 Penalty: 3040.474609
	Iteration 34Q: 3 clusters Score -1466124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1466124.125000 Penalty: 3040.474609
	Iteration 35Q: 3 clusters Score -1466124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1466126.625000 Penalty: 3040.474609
	Iteration 36Q: 3 clusters Score -1466127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1466128.125000 Penalty: 3040.474609
	Iteration 37Q: 3 clusters Score -1466128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1466127.625000 Penalty: 3040.474609
	Iteration 38Q: 3 clusters Score -1466128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1466128.375000 Penalty: 3040.474609
	Iteration 39Q: 3 clusters Score -1466128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1466129.625000 Penalty: 3040.474609
	Iteration 40F: 3 clusters Score -1466130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1466129.125000 Penalty: 3040.474609
	Iteration 41Q: 3 clusters Score -1466129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1466129.250000 Penalty: 3040.474609
	Iteration 42Q: 3 clusters Score -1466129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1466129.250000 Penalty: 3040.474609
	Iteration 43F: 3 clusters Score -1466129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -51241.644531 Penalty: 1009.873840
	Iteration 0F: 2 clusters Score -51241.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50293.019531 Penalty: 2019.747681
	Iteration 0F: 3 clusters Score -50293.02 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50517.921875 Penalty: 2019.747681
	Iteration 1F: 3 clusters Score -50517.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50581.875000 Penalty: 2019.747681
	Iteration 2F: 3 clusters Score -50581.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50618.640625 Penalty: 2019.747681
	Iteration 3Q: 3 clusters Score -50618.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50648.187500 Penalty: 2019.747681
	Iteration 4Q: 3 clusters Score -50648.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50664.328125 Penalty: 2019.747681
	Iteration 5Q: 3 clusters Score -50664.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50689.148438 Penalty: 2019.747681
	Iteration 6Q: 3 clusters Score -50689.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50704.703125 Penalty: 2019.747681
	Iteration 7Q: 3 clusters Score -50704.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50713.574219 Penalty: 2019.747681
	Iteration 8Q: 3 clusters Score -50713.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50716.718750 Penalty: 2019.747681
	Iteration 9Q: 3 clusters Score -50716.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50735.027344 Penalty: 2019.747681
	Iteration 10Q: 3 clusters Score -50735.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50744.054688 Penalty: 2019.747681
	Iteration 11Q: 3 clusters Score -50744.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50746.796875 Penalty: 2019.747681
	Iteration 12Q: 3 clusters Score -50746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50747.750000 Penalty: 2019.747681
	Iteration 13Q: 3 clusters Score -50747.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50748.160156 Penalty: 2019.747681
	Iteration 14Q: 3 clusters Score -50748.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50748.160156 Penalty: 2019.747681
	Iteration 15F: 3 clusters Score -50748.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Entering Unmasked Estep 
Score: -2901299.500000 Penalty: 1633.518921
	Iteration 0F: 2 clusters Score -2901300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2885600.250000 Penalty: 3267.037842
	Iteration 0F: 3 clusters Score -2885600 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2891581.000000 Penalty: 3267.037842
	Iteration 1F: 3 clusters Score -2891581 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2891990.500000 Penalty: 3267.037842
	Iteration 2Q: 3 clusters Score -2891990 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2892346.500000 Penalty: 3267.037842
	Iteration 3Q: 3 clusters Score -2892346 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2892775.750000 Penalty: 3267.037842
	Iteration 4Q: 3 clusters Score -2892776 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2893211.000000 Penalty: 3267.037842
	Iteration 5Q: 3 clusters Score -2893211 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2893670.000000 Penalty: 3267.037842
	Iteration 6Q: 3 clusters Score -2893670 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2894166.250000 Penalty: 3267.037842
	Iteration 7Q: 3 clusters Score -2894166 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2894759.500000 Penalty: 3267.037842
	Iteration 8Q: 3 clusters Score -2894760 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2895393.500000 Penalty: 3267.037842
	Iteration 9Q: 3 clusters Score -2895394 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2896023.500000 Penalty: 3267.037842
	Iteration 10Q: 3 clusters Score -2896024 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2896596.250000 Penalty: 3267.037842
	Iteration 11Q: 3 clusters Score -2896596 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2897032.250000 Penalty: 3267.037842
	Iteration 12Q: 3 clusters Score -2897032 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2897314.750000 Penalty: 3267.037842
	Iteration 13Q: 3 clusters Score -2897315 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2897472.750000 Penalty: 3267.037842
	Iteration 14Q: 3 clusters Score -2897473 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2897589.250000 Penalty: 3267.037842
	Iteration 15Q: 3 clusters Score -2897589 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2897736.250000 Penalty: 3267.037842
	Iteration 16Q: 3 clusters Score -2897736 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2897842.500000 Penalty: 3267.037842
	Iteration 17Q: 3 clusters Score -2897842 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2897921.250000 Penalty: 3267.037842
	Iteration 18Q: 3 clusters Score -2897921 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2898018.500000 Penalty: 3267.037842
	Iteration 19Q: 3 clusters Score -2898018 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2898125.750000 Penalty: 3267.037842
	Iteration 20F: 3 clusters Score -2898126 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2898254.500000 Penalty: 3267.037842
	Iteration 21Q: 3 clusters Score -2898254 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2898393.750000 Penalty: 3267.037842
	Iteration 22Q: 3 clusters Score -2898394 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2898531.500000 Penalty: 3267.037842
	Iteration 23Q: 3 clusters Score -2898532 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2898702.750000 Penalty: 3267.037842
	Iteration 24Q: 3 clusters Score -2898703 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2898854.750000 Penalty: 3267.037842
	Iteration 25Q: 3 clusters Score -2898855 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2898988.750000 Penalty: 3267.037842
	Iteration 26Q: 3 clusters Score -2898989 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2899144.500000 Penalty: 3267.037842
	Iteration 27Q: 3 clusters Score -2899144 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2899277.500000 Penalty: 3267.037842
	Iteration 28Q: 3 clusters Score -2899278 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2899406.750000 Penalty: 3267.037842
	Iteration 29Q: 3 clusters Score -2899407 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2899514.750000 Penalty: 3267.037842
	Iteration 30Q: 3 clusters Score -2899515 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2899601.500000 Penalty: 3267.037842
	Iteration 31Q: 3 clusters Score -2899602 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2899664.250000 Penalty: 3267.037842
	Iteration 32Q: 3 clusters Score -2899664 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2899707.250000 Penalty: 3267.037842
	Iteration 33Q: 3 clusters Score -2899707 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2899731.000000 Penalty: 3267.037842
	Iteration 34Q: 3 clusters Score -2899731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2899754.000000 Penalty: 3267.037842
	Iteration 35Q: 3 clusters Score -2899754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2899774.750000 Penalty: 3267.037842
	Iteration 36Q: 3 clusters Score -2899775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2899782.000000 Penalty: 3267.037842
	Iteration 37Q: 3 clusters Score -2899782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2899792.500000 Penalty: 3267.037842
	Iteration 38Q: 3 clusters Score -2899792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2899797.000000 Penalty: 3267.037842
	Iteration 39Q: 3 clusters Score -2899797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2899806.500000 Penalty: 3267.037842
	Iteration 40F: 3 clusters Score -2899806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2899816.500000 Penalty: 3267.037842
	Iteration 41Q: 3 clusters Score -2899816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2899823.750000 Penalty: 3267.037842
	Iteration 42Q: 3 clusters Score -2899824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2899827.250000 Penalty: 3267.037842
	Iteration 43Q: 3 clusters Score -2899827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2899836.500000 Penalty: 3267.037842
	Iteration 44Q: 3 clusters Score -2899836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2899835.500000 Penalty: 3267.037842
	Iteration 45Q: 3 clusters Score -2899836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2899839.250000 Penalty: 3267.037842
	Iteration 46Q: 3 clusters Score -2899839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2899845.000000 Penalty: 3267.037842
	Iteration 47Q: 3 clusters Score -2899845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2899853.000000 Penalty: 3267.037842
	Iteration 48Q: 3 clusters Score -2899853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2899853.250000 Penalty: 3267.037842
	Iteration 49Q: 3 clusters Score -2899853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2899862.000000 Penalty: 3267.037842
	Iteration 50Q: 3 clusters Score -2899862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2899869.750000 Penalty: 3267.037842
	Iteration 51Q: 3 clusters Score -2899870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2899872.250000 Penalty: 3267.037842
	Iteration 52Q: 3 clusters Score -2899872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2899870.000000 Penalty: 3267.037842
	Iteration 53Q: 3 clusters Score -2899870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2899873.500000 Penalty: 3267.037842
	Iteration 54Q: 3 clusters Score -2899874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2899873.250000 Penalty: 3267.037842
	Iteration 55Q: 3 clusters Score -2899873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2899874.250000 Penalty: 3267.037842
	Iteration 56Q: 3 clusters Score -2899874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2899874.000000 Penalty: 3267.037842
	Iteration 57Q: 3 clusters Score -2899874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2899875.500000 Penalty: 3267.037842
	Iteration 58Q: 3 clusters Score -2899876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2899878.000000 Penalty: 3267.037842
	Iteration 59Q: 3 clusters Score -2899878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2899880.500000 Penalty: 3267.037842
	Iteration 60F: 3 clusters Score -2899880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2899883.000000 Penalty: 3267.037842
	Iteration 61Q: 3 clusters Score -2899883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2899884.250000 Penalty: 3267.037842
	Iteration 62Q: 3 clusters Score -2899884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2899884.750000 Penalty: 3267.037842
	Iteration 63Q: 3 clusters Score -2899885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2899885.500000 Penalty: 3267.037842
	Iteration 64Q: 3 clusters Score -2899886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2899885.500000 Penalty: 3267.037842
	Iteration 65Q: 3 clusters Score -2899886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2899886.750000 Penalty: 3267.037842
	Iteration 66Q: 3 clusters Score -2899887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2899886.250000 Penalty: 3267.037842
	Iteration 67Q: 3 clusters Score -2899886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2899887.000000 Penalty: 3267.037842
	Iteration 68Q: 3 clusters Score -2899887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2899887.000000 Penalty: 3267.037842
	Iteration 69F: 3 clusters Score -2899887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Entering Unmasked Estep 
Score: -456431.593750 Penalty: 1347.945435
	Iteration 0F: 2 clusters Score -456431.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -453062.406250 Penalty: 2695.890869
	Iteration 0F: 3 clusters Score -453062.4 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -454272.687500 Penalty: 2695.890869
	Iteration 1F: 3 clusters Score -454272.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -454759.750000 Penalty: 2695.890869
	Iteration 2F: 3 clusters Score -454759.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -455075.187500 Penalty: 2695.890869
	Iteration 3F: 3 clusters Score -455075.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -455250.781250 Penalty: 2695.890869
	Iteration 4F: 3 clusters Score -455250.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -455377.156250 Penalty: 2695.890869
	Iteration 5Q: 3 clusters Score -455377.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -455460.593750 Penalty: 2695.890869
	Iteration 6Q: 3 clusters Score -455460.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -455535.375000 Penalty: 2695.890869
	Iteration 7Q: 3 clusters Score -455535.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -455587.968750 Penalty: 2695.890869
	Iteration 8Q: 3 clusters Score -455588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -455625.250000 Penalty: 2695.890869
	Iteration 9Q: 3 clusters Score -455625.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -455654.000000 Penalty: 2695.890869
	Iteration 10Q: 3 clusters Score -455654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -455686.000000 Penalty: 2695.890869
	Iteration 11Q: 3 clusters Score -455686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -455701.718750 Penalty: 2695.890869
	Iteration 12Q: 3 clusters Score -455701.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -455713.218750 Penalty: 2695.890869
	Iteration 13Q: 3 clusters Score -455713.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -455726.468750 Penalty: 2695.890869
	Iteration 14Q: 3 clusters Score -455726.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -455730.625000 Penalty: 2695.890869
	Iteration 15Q: 3 clusters Score -455730.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -455733.750000 Penalty: 2695.890869
	Iteration 16Q: 3 clusters Score -455733.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -455734.968750 Penalty: 2695.890869
	Iteration 17Q: 3 clusters Score -455735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -455736.375000 Penalty: 2695.890869
	Iteration 18Q: 3 clusters Score -455736.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -455737.156250 Penalty: 2695.890869
	Iteration 19Q: 3 clusters Score -455737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -455737.343750 Penalty: 2695.890869
	Iteration 20F: 3 clusters Score -455737.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Entering Unmasked Estep 
Score: -3297597.750000 Penalty: 1649.062988
	Iteration 0F: 2 clusters Score -3297598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3280275.000000 Penalty: 3298.125977
	Iteration 0F: 3 clusters Score -3280275 nChanged 11717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3286669.250000 Penalty: 3298.125977
	Iteration 1F: 3 clusters Score -3286669 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3287024.500000 Penalty: 3298.125977
	Iteration 2Q: 3 clusters Score -3287024 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -3287348.500000 Penalty: 3298.125977
	Iteration 3Q: 3 clusters Score -3287348 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -3287711.250000 Penalty: 3298.125977
	Iteration 4Q: 3 clusters Score -3287711 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3288157.250000 Penalty: 3298.125977
	Iteration 5Q: 3 clusters Score -3288157 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -3288673.250000 Penalty: 3298.125977
	Iteration 6Q: 3 clusters Score -3288673 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3289336.250000 Penalty: 3298.125977
	Iteration 7Q: 3 clusters Score -3289336 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3290137.250000 Penalty: 3298.125977
	Iteration 8F: 3 clusters Score -3290137 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3291051.000000 Penalty: 3298.125977
	Iteration 9F: 3 clusters Score -3291051 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -3292060.500000 Penalty: 3298.125977
	Iteration 10F: 3 clusters Score -3292060 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3293155.000000 Penalty: 3298.125977
	Iteration 11F: 3 clusters Score -3293155 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3294120.000000 Penalty: 3298.125977
	Iteration 12Q: 3 clusters Score -3294120 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3294911.750000 Penalty: 3298.125977
	Iteration 13Q: 3 clusters Score -3294912 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3295414.000000 Penalty: 3298.125977
	Iteration 14Q: 3 clusters Score -3295414 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3295774.500000 Penalty: 3298.125977
	Iteration 15Q: 3 clusters Score -3295774 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3295945.750000 Penalty: 3298.125977
	Iteration 16Q: 3 clusters Score -3295946 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3296019.250000 Penalty: 3298.125977
	Iteration 17Q: 3 clusters Score -3296019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3296061.750000 Penalty: 3298.125977
	Iteration 18Q: 3 clusters Score -3296062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3296093.750000 Penalty: 3298.125977
	Iteration 19Q: 3 clusters Score -3296094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3296119.500000 Penalty: 3298.125977
	Iteration 20F: 3 clusters Score -3296120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3296135.500000 Penalty: 3298.125977
	Iteration 21Q: 3 clusters Score -3296136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3296152.250000 Penalty: 3298.125977
	Iteration 22Q: 3 clusters Score -3296152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3296158.500000 Penalty: 3298.125977
	Iteration 23Q: 3 clusters Score -3296158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3296169.250000 Penalty: 3298.125977
	Iteration 24Q: 3 clusters Score -3296169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3296171.750000 Penalty: 3298.125977
	Iteration 25Q: 3 clusters Score -3296172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3296173.000000 Penalty: 3298.125977
	Iteration 26Q: 3 clusters Score -3296173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3296173.000000 Penalty: 3298.125977
	Iteration 27F: 3 clusters Score -3296173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -5325.694824 Penalty: 749.957092
	Iteration 0F: 2 clusters Score -5325.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4892.348633 Penalty: 1499.914185
	Iteration 0F: 3 clusters Score -4892.349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4949.695801 Penalty: 1499.914185
	Iteration 1F: 3 clusters Score -4949.696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4969.874023 Penalty: 1499.914185
	Iteration 2Q: 3 clusters Score -4969.874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4978.482422 Penalty: 1499.914185
	Iteration 3Q: 3 clusters Score -4978.482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4986.791504 Penalty: 1499.914185
	Iteration 4Q: 3 clusters Score -4986.792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4986.791504 Penalty: 1499.914185
	Iteration 5F: 3 clusters Score -4986.792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -447114.531250 Penalty: 1316.424072
	Iteration 0F: 2 clusters Score -447114.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -444123.593750 Penalty: 2632.848145
	Iteration 0F: 3 clusters Score -444123.6 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -444845.343750 Penalty: 2632.848145
	Iteration 1F: 3 clusters Score -444845.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -444955.031250 Penalty: 2632.848145
	Iteration 2F: 3 clusters Score -444955 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -445017.875000 Penalty: 2632.848145
	Iteration 3Q: 3 clusters Score -445017.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -445075.531250 Penalty: 2632.848145
	Iteration 4Q: 3 clusters Score -445075.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -445115.156250 Penalty: 2632.848145
	Iteration 5Q: 3 clusters Score -445115.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -445152.406250 Penalty: 2632.848145
	Iteration 6Q: 3 clusters Score -445152.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -445176.687500 Penalty: 2632.848145
	Iteration 7Q: 3 clusters Score -445176.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -445195.187500 Penalty: 2632.848145
	Iteration 8Q: 3 clusters Score -445195.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -445207.062500 Penalty: 2632.848145
	Iteration 9Q: 3 clusters Score -445207.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -445221.812500 Penalty: 2632.848145
	Iteration 10Q: 3 clusters Score -445221.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -445231.718750 Penalty: 2632.848145
	Iteration 11Q: 3 clusters Score -445231.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -445241.406250 Penalty: 2632.848145
	Iteration 12Q: 3 clusters Score -445241.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -445252.375000 Penalty: 2632.848145
	Iteration 13Q: 3 clusters Score -445252.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -445259.187500 Penalty: 2632.848145
	Iteration 14Q: 3 clusters Score -445259.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -445263.000000 Penalty: 2632.848145
	Iteration 15Q: 3 clusters Score -445263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -445267.937500 Penalty: 2632.848145
	Iteration 16Q: 3 clusters Score -445267.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -445271.875000 Penalty: 2632.848145
	Iteration 17Q: 3 clusters Score -445271.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -445276.968750 Penalty: 2632.848145
	Iteration 18Q: 3 clusters Score -445277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -445282.781250 Penalty: 2632.848145
	Iteration 19Q: 3 clusters Score -445282.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -445289.187500 Penalty: 2632.848145
	Iteration 20F: 3 clusters Score -445289.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -445296.000000 Penalty: 2632.848145
	Iteration 21Q: 3 clusters Score -445296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -445304.250000 Penalty: 2632.848145
	Iteration 22Q: 3 clusters Score -445304.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -445309.906250 Penalty: 2632.848145
	Iteration 23Q: 3 clusters Score -445309.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -445316.625000 Penalty: 2632.848145
	Iteration 24Q: 3 clusters Score -445316.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -445324.843750 Penalty: 2632.848145
	Iteration 25Q: 3 clusters Score -445324.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -445332.687500 Penalty: 2632.848145
	Iteration 26Q: 3 clusters Score -445332.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -445339.625000 Penalty: 2632.848145
	Iteration 27Q: 3 clusters Score -445339.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -445349.375000 Penalty: 2632.848145
	Iteration 28Q: 3 clusters Score -445349.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -445359.375000 Penalty: 2632.848145
	Iteration 29Q: 3 clusters Score -445359.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -445367.093750 Penalty: 2632.848145
	Iteration 30Q: 3 clusters Score -445367.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -445372.281250 Penalty: 2632.848145
	Iteration 31Q: 3 clusters Score -445372.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -445381.968750 Penalty: 2632.848145
	Iteration 32Q: 3 clusters Score -445382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -445391.156250 Penalty: 2632.848145
	Iteration 33Q: 3 clusters Score -445391.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -445401.312500 Penalty: 2632.848145
	Iteration 34Q: 3 clusters Score -445401.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -445410.031250 Penalty: 2632.848145
	Iteration 35Q: 3 clusters Score -445410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -445419.218750 Penalty: 2632.848145
	Iteration 36Q: 3 clusters Score -445419.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -445425.062500 Penalty: 2632.848145
	Iteration 37Q: 3 clusters Score -445425.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -445432.312500 Penalty: 2632.848145
	Iteration 38Q: 3 clusters Score -445432.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -445438.437500 Penalty: 2632.848145
	Iteration 39Q: 3 clusters Score -445438.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -445441.906250 Penalty: 2632.848145
	Iteration 40F: 3 clusters Score -445441.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -445445.250000 Penalty: 2632.848145
	Iteration 41Q: 3 clusters Score -445445.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -445449.875000 Penalty: 2632.848145
	Iteration 42Q: 3 clusters Score -445449.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -445453.343750 Penalty: 2632.848145
	Iteration 43Q: 3 clusters Score -445453.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -445460.406250 Penalty: 2632.848145
	Iteration 44Q: 3 clusters Score -445460.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -445471.062500 Penalty: 2632.848145
	Iteration 45Q: 3 clusters Score -445471.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -445480.687500 Penalty: 2632.848145
	Iteration 46Q: 3 clusters Score -445480.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -445488.125000 Penalty: 2632.848145
	Iteration 47Q: 3 clusters Score -445488.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -445493.593750 Penalty: 2632.848145
	Iteration 48Q: 3 clusters Score -445493.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -445502.968750 Penalty: 2632.848145
	Iteration 49Q: 3 clusters Score -445503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -445512.812500 Penalty: 2632.848145
	Iteration 50Q: 3 clusters Score -445512.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -445523.906250 Penalty: 2632.848145
	Iteration 51Q: 3 clusters Score -445523.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -445535.750000 Penalty: 2632.848145
	Iteration 52Q: 3 clusters Score -445535.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -445546.781250 Penalty: 2632.848145
	Iteration 53Q: 3 clusters Score -445546.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -445556.562500 Penalty: 2632.848145
	Iteration 54Q: 3 clusters Score -445556.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -445567.781250 Penalty: 2632.848145
	Iteration 55Q: 3 clusters Score -445567.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -445580.312500 Penalty: 2632.848145
	Iteration 56Q: 3 clusters Score -445580.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -445593.875000 Penalty: 2632.848145
	Iteration 57Q: 3 clusters Score -445593.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -445604.906250 Penalty: 2632.848145
	Iteration 58Q: 3 clusters Score -445604.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -445616.375000 Penalty: 2632.848145
	Iteration 59Q: 3 clusters Score -445616.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -445625.906250 Penalty: 2632.848145
	Iteration 60F: 3 clusters Score -445625.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -445634.843750 Penalty: 2632.848145
	Iteration 61Q: 3 clusters Score -445634.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -445642.437500 Penalty: 2632.848145
	Iteration 62Q: 3 clusters Score -445642.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -445650.812500 Penalty: 2632.848145
	Iteration 63Q: 3 clusters Score -445650.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -445659.625000 Penalty: 2632.848145
	Iteration 64Q: 3 clusters Score -445659.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -445667.750000 Penalty: 2632.848145
	Iteration 65Q: 3 clusters Score -445667.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -445679.218750 Penalty: 2632.848145
	Iteration 66Q: 3 clusters Score -445679.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -445689.875000 Penalty: 2632.848145
	Iteration 67Q: 3 clusters Score -445689.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -445701.031250 Penalty: 2632.848145
	Iteration 68Q: 3 clusters Score -445701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -445712.781250 Penalty: 2632.848145
	Iteration 69Q: 3 clusters Score -445712.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -445720.593750 Penalty: 2632.848145
	Iteration 70Q: 3 clusters Score -445720.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -445730.375000 Penalty: 2632.848145
	Iteration 71Q: 3 clusters Score -445730.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -445740.843750 Penalty: 2632.848145
	Iteration 72Q: 3 clusters Score -445740.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -445747.125000 Penalty: 2632.848145
	Iteration 73Q: 3 clusters Score -445747.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -445755.156250 Penalty: 2632.848145
	Iteration 74Q: 3 clusters Score -445755.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -445761.687500 Penalty: 2632.848145
	Iteration 75Q: 3 clusters Score -445761.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -445766.281250 Penalty: 2632.848145
	Iteration 76Q: 3 clusters Score -445766.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -445771.437500 Penalty: 2632.848145
	Iteration 77Q: 3 clusters Score -445771.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -445775.750000 Penalty: 2632.848145
	Iteration 78Q: 3 clusters Score -445775.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -445780.406250 Penalty: 2632.848145
	Iteration 79Q: 3 clusters Score -445780.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -445782.031250 Penalty: 2632.848145
	Iteration 80F: 3 clusters Score -445782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -445785.000000 Penalty: 2632.848145
	Iteration 81Q: 3 clusters Score -445785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -445790.625000 Penalty: 2632.848145
	Iteration 82Q: 3 clusters Score -445790.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -445796.718750 Penalty: 2632.848145
	Iteration 83Q: 3 clusters Score -445796.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -445800.156250 Penalty: 2632.848145
	Iteration 84Q: 3 clusters Score -445800.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -445806.125000 Penalty: 2632.848145
	Iteration 85Q: 3 clusters Score -445806.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -445816.937500 Penalty: 2632.848145
	Iteration 86Q: 3 clusters Score -445816.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -445827.093750 Penalty: 2632.848145
	Iteration 87Q: 3 clusters Score -445827.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -445836.250000 Penalty: 2632.848145
	Iteration 88Q: 3 clusters Score -445836.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -445845.968750 Penalty: 2632.848145
	Iteration 89Q: 3 clusters Score -445846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -445856.843750 Penalty: 2632.848145
	Iteration 90Q: 3 clusters Score -445856.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -445864.906250 Penalty: 2632.848145
	Iteration 91Q: 3 clusters Score -445864.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -445872.031250 Penalty: 2632.848145
	Iteration 92Q: 3 clusters Score -445872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -445876.781250 Penalty: 2632.848145
	Iteration 93Q: 3 clusters Score -445876.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -445883.625000 Penalty: 2632.848145
	Iteration 94Q: 3 clusters Score -445883.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -445889.093750 Penalty: 2632.848145
	Iteration 95Q: 3 clusters Score -445889.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -445895.500000 Penalty: 2632.848145
	Iteration 96Q: 3 clusters Score -445895.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -445903.250000 Penalty: 2632.848145
	Iteration 97Q: 3 clusters Score -445903.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -445906.812500 Penalty: 2632.848145
	Iteration 98Q: 3 clusters Score -445906.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -445909.218750 Penalty: 2632.848145
	Iteration 99Q: 3 clusters Score -445909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -445910.406250 Penalty: 2632.848145
	Iteration 100F: 3 clusters Score -445910.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -445912.593750 Penalty: 2632.848145
	Iteration 101Q: 3 clusters Score -445912.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -445913.437500 Penalty: 2632.848145
	Iteration 102Q: 3 clusters Score -445913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -445913.218750 Penalty: 2632.848145
	Iteration 103Q: 3 clusters Score -445913.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -445913.218750 Penalty: 2632.848145
	Iteration 104F: 3 clusters Score -445913.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (138944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138944 members 
Entering Unmasked Estep 
Score: -17628380.000000 Penalty: 1924.296753
	Iteration 0F: 2 clusters Score -1.762838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69286 members 
Mstep: Class 2 contains 69658 members 
Entering Unmasked Estep 
Score: -17546052.000000 Penalty: 3848.593506
	Iteration 0F: 3 clusters Score -1.754605e+07 nChanged 66815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 74123 members 
Entering Unmasked Estep 
Score: -17586934.000000 Penalty: 3848.593506
	Iteration 1F: 3 clusters Score -1.758693e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -17589514.000000 Penalty: 3848.593506
	Iteration 2Q: 3 clusters Score -1.758951e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 81910 members 
Entering Unmasked Estep 
Score: -17593698.000000 Penalty: 3848.593506
	Iteration 3F: 3 clusters Score -1.75937e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 87839 members 
Entering Unmasked Estep 
Score: -17599444.000000 Penalty: 3848.593506
	Iteration 4F: 3 clusters Score -1.759944e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 94371 members 
Entering Unmasked Estep 
Score: -17606132.000000 Penalty: 3848.593506
	Iteration 5F: 3 clusters Score -1.760613e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 100282 members 
Entering Unmasked Estep 
Score: -17612352.000000 Penalty: 3848.593506
	Iteration 6F: 3 clusters Score -1.761235e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 104926 members 
Entering Unmasked Estep 
Score: -17617394.000000 Penalty: 3848.593506
	Iteration 7F: 3 clusters Score -1.761739e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 108228 members 
Entering Unmasked Estep 
Score: -17620546.000000 Penalty: 3848.593506
	Iteration 8Q: 3 clusters Score -1.762055e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 110762 members 
Entering Unmasked Estep 
Score: -17622768.000000 Penalty: 3848.593506
	Iteration 9Q: 3 clusters Score -1.762277e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 113280 members 
Entering Unmasked Estep 
Score: -17624638.000000 Penalty: 3848.593506
	Iteration 10Q: 3 clusters Score -1.762464e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 116049 members 
Entering Unmasked Estep 
Score: -17625952.000000 Penalty: 3848.593506
	Iteration 11Q: 3 clusters Score -1.762595e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 119080 members 
Entering Unmasked Estep 
Score: -17626878.000000 Penalty: 3848.593506
	Iteration 12Q: 3 clusters Score -1.762688e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 122221 members 
Entering Unmasked Estep 
Score: -17627472.000000 Penalty: 3848.593506
	Iteration 13Q: 3 clusters Score -1.762747e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 125126 members 
Entering Unmasked Estep 
Score: -17627786.000000 Penalty: 3848.593506
	Iteration 14Q: 3 clusters Score -1.762779e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 127642 members 
Entering Unmasked Estep 
Score: -17627914.000000 Penalty: 3848.593506
	Iteration 15Q: 3 clusters Score -1.762791e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 129882 members 
Entering Unmasked Estep 
Score: -17628112.000000 Penalty: 3848.593506
	Iteration 16Q: 3 clusters Score -1.762811e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 131742 members 
Entering Unmasked Estep 
Score: -17628062.000000 Penalty: 3848.593506
	Iteration 17Q: 3 clusters Score -1.762806e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 133201 members 
Entering Unmasked Estep 
Score: -17627938.000000 Penalty: 3848.593506
	Iteration 18Q: 3 clusters Score -1.762794e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 134296 members 
Entering Unmasked Estep 
Score: -17627846.000000 Penalty: 3848.593506
	Iteration 19Q: 3 clusters Score -1.762785e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 135173 members 
Entering Unmasked Estep 
Score: -17627770.000000 Penalty: 3848.593506
	Iteration 20F: 3 clusters Score -1.762777e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 135786 members 
Entering Unmasked Estep 
Score: -17627746.000000 Penalty: 3848.593506
	Iteration 21Q: 3 clusters Score -1.762775e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 136260 members 
Entering Unmasked Estep 
Score: -17627622.000000 Penalty: 3848.593506
	Iteration 22Q: 3 clusters Score -1.762762e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 136599 members 
Entering Unmasked Estep 
Score: -17627646.000000 Penalty: 3848.593506
	Iteration 23Q: 3 clusters Score -1.762765e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 136888 members 
Entering Unmasked Estep 
Score: -17627674.000000 Penalty: 3848.593506
	Iteration 24Q: 3 clusters Score -1.762767e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 137124 members 
Entering Unmasked Estep 
Score: -17627674.000000 Penalty: 3848.593506
	Iteration 25Q: 3 clusters Score -1.762767e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 137300 members 
Entering Unmasked Estep 
Score: -17627698.000000 Penalty: 3848.593506
	Iteration 26Q: 3 clusters Score -1.76277e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 137441 members 
Entering Unmasked Estep 
Score: -17627644.000000 Penalty: 3848.593506
	Iteration 27Q: 3 clusters Score -1.762764e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 137530 members 
Entering Unmasked Estep 
Score: -17627624.000000 Penalty: 3848.593506
	Iteration 28Q: 3 clusters Score -1.762762e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 137599 members 
Entering Unmasked Estep 
Score: -17627640.000000 Penalty: 3848.593506
	Iteration 29Q: 3 clusters Score -1.762764e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 137649 members 
Entering Unmasked Estep 
Score: -17627702.000000 Penalty: 3848.593506
	Iteration 30Q: 3 clusters Score -1.76277e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 137674 members 
Entering Unmasked Estep 
Score: -17627702.000000 Penalty: 3848.593506
	Iteration 31Q: 3 clusters Score -1.76277e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 137708 members 
Entering Unmasked Estep 
Score: -17627694.000000 Penalty: 3848.593506
	Iteration 32Q: 3 clusters Score -1.762769e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 137730 members 
Entering Unmasked Estep 
Score: -17627704.000000 Penalty: 3848.593506
	Iteration 33Q: 3 clusters Score -1.76277e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 137756 members 
Entering Unmasked Estep 
Score: -17627694.000000 Penalty: 3848.593506
	Iteration 34Q: 3 clusters Score -1.762769e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 137778 members 
Entering Unmasked Estep 
Score: -17627702.000000 Penalty: 3848.593506
	Iteration 35Q: 3 clusters Score -1.76277e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 137795 members 
Entering Unmasked Estep 
Score: -17627718.000000 Penalty: 3848.593506
	Iteration 36Q: 3 clusters Score -1.762772e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 137815 members 
Entering Unmasked Estep 
Score: -17627716.000000 Penalty: 3848.593506
	Iteration 37Q: 3 clusters Score -1.762772e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 137833 members 
Entering Unmasked Estep 
Score: -17627708.000000 Penalty: 3848.593506
	Iteration 38Q: 3 clusters Score -1.762771e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 137847 members 
Entering Unmasked Estep 
Score: -17627718.000000 Penalty: 3848.593506
	Iteration 39Q: 3 clusters Score -1.762772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 137858 members 
Entering Unmasked Estep 
Score: -17627680.000000 Penalty: 3848.593506
	Iteration 40F: 3 clusters Score -1.762768e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 137866 members 
Entering Unmasked Estep 
Score: -17627676.000000 Penalty: 3848.593506
	Iteration 41Q: 3 clusters Score -1.762768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 137873 members 
Entering Unmasked Estep 
Score: -17627678.000000 Penalty: 3848.593506
	Iteration 42Q: 3 clusters Score -1.762768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 137885 members 
Entering Unmasked Estep 
Score: -17627672.000000 Penalty: 3848.593506
	Iteration 43Q: 3 clusters Score -1.762767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 137891 members 
Entering Unmasked Estep 
Score: -17627666.000000 Penalty: 3848.593506
	Iteration 44Q: 3 clusters Score -1.762767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 137893 members 
Entering Unmasked Estep 
Score: -17627682.000000 Penalty: 3848.593506
	Iteration 45Q: 3 clusters Score -1.762768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 137893 members 
Entering Unmasked Estep 
Score: -17627682.000000 Penalty: 3848.593506
	Iteration 46Q: 3 clusters Score -1.762768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 137897 members 
Entering Unmasked Estep 
Score: -17627684.000000 Penalty: 3848.593506
	Iteration 47Q: 3 clusters Score -1.762768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 137902 members 
Entering Unmasked Estep 
Score: -17627684.000000 Penalty: 3848.593506
	Iteration 48Q: 3 clusters Score -1.762768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 137904 members 
Entering Unmasked Estep 
Score: -17627690.000000 Penalty: 3848.593506
	Iteration 49Q: 3 clusters Score -1.762769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 137907 members 
Entering Unmasked Estep 
Score: -17627702.000000 Penalty: 3848.593506
	Iteration 50Q: 3 clusters Score -1.76277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 137910 members 
Entering Unmasked Estep 
Score: -17627700.000000 Penalty: 3848.593506
	Iteration 51Q: 3 clusters Score -1.76277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 137911 members 
Entering Unmasked Estep 
Score: -17627692.000000 Penalty: 3848.593506
	Iteration 52Q: 3 clusters Score -1.762769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 137913 members 
Entering Unmasked Estep 
Score: -17627706.000000 Penalty: 3848.593506
	Iteration 53Q: 3 clusters Score -1.762771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 137916 members 
Entering Unmasked Estep 
Score: -17627698.000000 Penalty: 3848.593506
	Iteration 54Q: 3 clusters Score -1.76277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 137917 members 
Entering Unmasked Estep 
Score: -17627702.000000 Penalty: 3848.593506
	Iteration 55Q: 3 clusters Score -1.76277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 137919 members 
Entering Unmasked Estep 
Score: -17627704.000000 Penalty: 3848.593506
	Iteration 56Q: 3 clusters Score -1.76277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 137921 members 
Entering Unmasked Estep 
Score: -17627700.000000 Penalty: 3848.593506
	Iteration 57Q: 3 clusters Score -1.76277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 137923 members 
Entering Unmasked Estep 
Score: -17627712.000000 Penalty: 3848.593506
	Iteration 58Q: 3 clusters Score -1.762771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 137923 members 
Entering Unmasked Estep 
Score: -17627716.000000 Penalty: 3848.593506
	Iteration 59Q: 3 clusters Score -1.762772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 137924 members 
Entering Unmasked Estep 
Score: -17627712.000000 Penalty: 3848.593506
	Iteration 60F: 3 clusters Score -1.762771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 137926 members 
Entering Unmasked Estep 
Score: -17627704.000000 Penalty: 3848.593506
	Iteration 61Q: 3 clusters Score -1.76277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 137929 members 
Entering Unmasked Estep 
Score: -17627704.000000 Penalty: 3848.593506
	Iteration 62Q: 3 clusters Score -1.76277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 137932 members 
Entering Unmasked Estep 
Score: -17627706.000000 Penalty: 3848.593506
	Iteration 63Q: 3 clusters Score -1.762771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 137933 members 
Entering Unmasked Estep 
Score: -17627702.000000 Penalty: 3848.593506
	Iteration 64Q: 3 clusters Score -1.76277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 137934 members 
Entering Unmasked Estep 
Score: -17627712.000000 Penalty: 3848.593506
	Iteration 65Q: 3 clusters Score -1.762771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 137935 members 
Entering Unmasked Estep 
Score: -17627712.000000 Penalty: 3848.593506
	Iteration 66Q: 3 clusters Score -1.762771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 137938 members 
Entering Unmasked Estep 
Score: -17627708.000000 Penalty: 3848.593506
	Iteration 67Q: 3 clusters Score -1.762771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 137938 members 
Entering Unmasked Estep 
Score: -17627708.000000 Penalty: 3848.593506
	Iteration 68Q: 3 clusters Score -1.762771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 137942 members 
Entering Unmasked Estep 
Score: -17627720.000000 Penalty: 3848.593506
	Iteration 69Q: 3 clusters Score -1.762772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 137945 members 
Entering Unmasked Estep 
Score: -17627712.000000 Penalty: 3848.593506
	Iteration 70Q: 3 clusters Score -1.762771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 137949 members 
Entering Unmasked Estep 
Score: -17627710.000000 Penalty: 3848.593506
	Iteration 71Q: 3 clusters Score -1.762771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 137951 members 
Entering Unmasked Estep 
Score: -17627714.000000 Penalty: 3848.593506
	Iteration 72Q: 3 clusters Score -1.762771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 137951 members 
Entering Unmasked Estep 
Score: -17627714.000000 Penalty: 3848.593506
	Iteration 73F: 3 clusters Score -1.762771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -10026.635742 Penalty: 814.228271
	Iteration 0F: 2 clusters Score -10026.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9522.120117 Penalty: 1628.456543
	Iteration 0F: 3 clusters Score -9522.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9734.984375 Penalty: 1628.456543
	Iteration 1F: 3 clusters Score -9734.984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9755.225586 Penalty: 1628.456543
	Iteration 2F: 3 clusters Score -9755.226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9756.317383 Penalty: 1628.456543
	Iteration 3Q: 3 clusters Score -9756.317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9756.317383 Penalty: 1628.456543
	Iteration 4F: 3 clusters Score -9756.317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 84549 members 
Mstep: Class 3 contains 26844 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10444 members 
Mstep: Class 6 contains 124432 members 
Mstep: Class 7 contains 4791 members 
Mstep: Class 8 contains 5954 members 
Mstep: Class 9 contains 127080 members 
Mstep: Class 10 contains 3668 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14756 members 
Mstep: Class 13 contains 39699 members 
Mstep: Class 14 contains 7493 members 
Mstep: Class 15 contains 5447 members 
Mstep: Class 16 contains 29594 members 
Mstep: Class 17 contains 30486 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 6430 members 
Mstep: Class 20 contains 30994 members 
Mstep: Class 21 contains 16519 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 60060 members 
Mstep: Class 26 contains 28577 members 
Mstep: Class 27 contains 11560 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23212 members 
Mstep: Class 30 contains 4004 members 
Mstep: Class 31 contains 25542 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3298 members 
Mstep: Class 34 contains 138944 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949464.000000 Penalty: 77880.085938
Iteration 159Q: 36 clusters Score -1.089495e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 84520 members 
Mstep: Class 3 contains 26838 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10444 members 
Mstep: Class 6 contains 124411 members 
Mstep: Class 7 contains 4795 members 
Mstep: Class 8 contains 5953 members 
Mstep: Class 9 contains 127023 members 
Mstep: Class 10 contains 3631 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14738 members 
Mstep: Class 13 contains 39735 members 
Mstep: Class 14 contains 7495 members 
Mstep: Class 15 contains 5446 members 
Mstep: Class 16 contains 29574 members 
Mstep: Class 17 contains 30489 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 6344 members 
Mstep: Class 20 contains 30998 members 
Mstep: Class 21 contains 16521 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 60049 members 
Mstep: Class 26 contains 28601 members 
Mstep: Class 27 contains 11556 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23216 members 
Mstep: Class 30 contains 4001 members 
Mstep: Class 31 contains 25773 members 
Mstep: Class 32 contains 101 members 
Mstep: Class 33 contains 3306 members 
Mstep: Class 34 contains 138919 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949752.000000 Penalty: 77880.085938
Iteration 160F: 36 clusters Score -1.089498e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 84503 members 
Mstep: Class 3 contains 26834 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10446 members 
Mstep: Class 6 contains 124400 members 
Mstep: Class 7 contains 4798 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 126965 members 
Mstep: Class 10 contains 3591 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14725 members 
Mstep: Class 13 contains 39763 members 
Mstep: Class 14 contains 7492 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 29563 members 
Mstep: Class 17 contains 30484 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 6272 members 
Mstep: Class 20 contains 31007 members 
Mstep: Class 21 contains 16521 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 60027 members 
Mstep: Class 26 contains 28614 members 
Mstep: Class 27 contains 11538 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23216 members 
Mstep: Class 30 contains 3998 members 
Mstep: Class 31 contains 25963 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3329 members 
Mstep: Class 34 contains 138918 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949736.000000 Penalty: 77880.085938
Iteration 161Q: 36 clusters Score -1.089497e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 84480 members 
Mstep: Class 3 contains 26825 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10442 members 
Mstep: Class 6 contains 124385 members 
Mstep: Class 7 contains 4798 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 126914 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14721 members 
Mstep: Class 13 contains 39795 members 
Mstep: Class 14 contains 7490 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 29551 members 
Mstep: Class 17 contains 30483 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 6218 members 
Mstep: Class 20 contains 31010 members 
Mstep: Class 21 contains 16521 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 60008 members 
Mstep: Class 26 contains 28613 members 
Mstep: Class 27 contains 11531 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23225 members 
Mstep: Class 30 contains 3995 members 
Mstep: Class 31 contains 26144 members 
Mstep: Class 32 contains 103 members 
Mstep: Class 33 contains 3349 members 
Mstep: Class 34 contains 138907 members 
Mstep: Class 35 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949704.000000 Penalty: 77880.085938
Iteration 162Q: 36 clusters Score -1.089497e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 84463 members 
Mstep: Class 3 contains 26822 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10438 members 
Mstep: Class 6 contains 124371 members 
Mstep: Class 7 contains 4803 members 
Mstep: Class 8 contains 5970 members 
Mstep: Class 9 contains 126893 members 
Mstep: Class 10 contains 3531 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14707 members 
Mstep: Class 13 contains 39812 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 29523 members 
Mstep: Class 17 contains 30482 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 6168 members 
Mstep: Class 20 contains 31011 members 
Mstep: Class 21 contains 16518 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3726 members 
Mstep: Class 25 contains 60003 members 
Mstep: Class 26 contains 28607 members 
Mstep: Class 27 contains 11527 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23234 members 
Mstep: Class 30 contains 3993 members 
Mstep: Class 31 contains 26319 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3370 members 
Mstep: Class 34 contains 138878 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949808.000000 Penalty: 77880.085938
Iteration 163Q: 36 clusters Score -1.089498e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 84434 members 
Mstep: Class 3 contains 26819 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10435 members 
Mstep: Class 6 contains 124349 members 
Mstep: Class 7 contains 4814 members 
Mstep: Class 8 contains 5960 members 
Mstep: Class 9 contains 126869 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14698 members 
Mstep: Class 13 contains 39837 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 29509 members 
Mstep: Class 17 contains 30481 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 6125 members 
Mstep: Class 20 contains 31016 members 
Mstep: Class 21 contains 16519 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3726 members 
Mstep: Class 25 contains 59977 members 
Mstep: Class 26 contains 28613 members 
Mstep: Class 27 contains 11551 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23240 members 
Mstep: Class 30 contains 3987 members 
Mstep: Class 31 contains 26473 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3388 members 
Mstep: Class 34 contains 138839 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949872.000000 Penalty: 77880.085938
Iteration 164Q: 36 clusters Score -1.089499e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 84410 members 
Mstep: Class 3 contains 26817 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10437 members 
Mstep: Class 6 contains 124328 members 
Mstep: Class 7 contains 4821 members 
Mstep: Class 8 contains 5944 members 
Mstep: Class 9 contains 126852 members 
Mstep: Class 10 contains 3491 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14692 members 
Mstep: Class 13 contains 39851 members 
Mstep: Class 14 contains 7491 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 29488 members 
Mstep: Class 17 contains 30482 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 6079 members 
Mstep: Class 20 contains 31019 members 
Mstep: Class 21 contains 16521 members 
Mstep: Class 22 contains 3636 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3726 members 
Mstep: Class 25 contains 59957 members 
Mstep: Class 26 contains 28622 members 
Mstep: Class 27 contains 11564 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23247 members 
Mstep: Class 30 contains 3982 members 
Mstep: Class 31 contains 26607 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3397 members 
Mstep: Class 34 contains 138828 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949840.000000 Penalty: 77880.085938
Iteration 165Q: 36 clusters Score -1.089498e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 84374 members 
Mstep: Class 3 contains 26820 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10438 members 
Mstep: Class 6 contains 124319 members 
Mstep: Class 7 contains 4825 members 
Mstep: Class 8 contains 5933 members 
Mstep: Class 9 contains 126835 members 
Mstep: Class 10 contains 3476 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14683 members 
Mstep: Class 13 contains 39868 members 
Mstep: Class 14 contains 7489 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 29480 members 
Mstep: Class 17 contains 30485 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 6027 members 
Mstep: Class 20 contains 31023 members 
Mstep: Class 21 contains 16520 members 
Mstep: Class 22 contains 3635 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 59931 members 
Mstep: Class 26 contains 28637 members 
Mstep: Class 27 contains 11569 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23254 members 
Mstep: Class 30 contains 3979 members 
Mstep: Class 31 contains 26734 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3408 members 
Mstep: Class 34 contains 138817 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949968.000000 Penalty: 77880.085938
Iteration 166Q: 36 clusters Score -1.0895e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 84347 members 
Mstep: Class 3 contains 26822 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10439 members 
Mstep: Class 6 contains 124300 members 
Mstep: Class 7 contains 4828 members 
Mstep: Class 8 contains 5939 members 
Mstep: Class 9 contains 126821 members 
Mstep: Class 10 contains 3462 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14672 members 
Mstep: Class 13 contains 39889 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 29473 members 
Mstep: Class 17 contains 30494 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 31028 members 
Mstep: Class 21 contains 16513 members 
Mstep: Class 22 contains 3635 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 59912 members 
Mstep: Class 26 contains 28626 members 
Mstep: Class 27 contains 11570 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23258 members 
Mstep: Class 30 contains 3976 members 
Mstep: Class 31 contains 26855 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3422 members 
Mstep: Class 34 contains 138809 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950040.000000 Penalty: 77880.085938
Iteration 167Q: 36 clusters Score -1.0895e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 84319 members 
Mstep: Class 3 contains 26824 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10435 members 
Mstep: Class 6 contains 124281 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 5948 members 
Mstep: Class 9 contains 126777 members 
Mstep: Class 10 contains 3452 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14668 members 
Mstep: Class 13 contains 39909 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 29456 members 
Mstep: Class 17 contains 30502 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 5944 members 
Mstep: Class 20 contains 31035 members 
Mstep: Class 21 contains 16505 members 
Mstep: Class 22 contains 3635 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 59885 members 
Mstep: Class 26 contains 28634 members 
Mstep: Class 27 contains 11568 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23261 members 
Mstep: Class 30 contains 3970 members 
Mstep: Class 31 contains 26979 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3438 members 
Mstep: Class 34 contains 138811 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949936.000000 Penalty: 77880.085938
Iteration 168Q: 36 clusters Score -1.089499e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 84296 members 
Mstep: Class 3 contains 26827 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10429 members 
Mstep: Class 6 contains 124258 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 5951 members 
Mstep: Class 9 contains 126729 members 
Mstep: Class 10 contains 3437 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14665 members 
Mstep: Class 13 contains 39914 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 29439 members 
Mstep: Class 17 contains 30506 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 31035 members 
Mstep: Class 21 contains 16505 members 
Mstep: Class 22 contains 3635 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 59862 members 
Mstep: Class 26 contains 28641 members 
Mstep: Class 27 contains 11576 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23265 members 
Mstep: Class 30 contains 3966 members 
Mstep: Class 31 contains 27106 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3451 members 
Mstep: Class 34 contains 138824 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949952.000000 Penalty: 77880.085938
Iteration 169Q: 36 clusters Score -1.0895e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 84272 members 
Mstep: Class 3 contains 26827 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10426 members 
Mstep: Class 6 contains 124232 members 
Mstep: Class 7 contains 4855 members 
Mstep: Class 8 contains 5965 members 
Mstep: Class 9 contains 126684 members 
Mstep: Class 10 contains 3426 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14661 members 
Mstep: Class 13 contains 39918 members 
Mstep: Class 14 contains 7485 members 
Mstep: Class 15 contains 5443 members 
Mstep: Class 16 contains 29434 members 
Mstep: Class 17 contains 30512 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5869 members 
Mstep: Class 20 contains 31036 members 
Mstep: Class 21 contains 16505 members 
Mstep: Class 22 contains 3635 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 59850 members 
Mstep: Class 26 contains 28638 members 
Mstep: Class 27 contains 11577 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23267 members 
Mstep: Class 30 contains 3961 members 
Mstep: Class 31 contains 27230 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3471 members 
Mstep: Class 34 contains 138822 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950144.000000 Penalty: 77880.085938
Iteration 170Q: 36 clusters Score -1.089501e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 84253 members 
Mstep: Class 3 contains 26828 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10419 members 
Mstep: Class 6 contains 124196 members 
Mstep: Class 7 contains 4856 members 
Mstep: Class 8 contains 5993 members 
Mstep: Class 9 contains 126648 members 
Mstep: Class 10 contains 3418 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 39932 members 
Mstep: Class 14 contains 7485 members 
Mstep: Class 15 contains 5442 members 
Mstep: Class 16 contains 29429 members 
Mstep: Class 17 contains 30509 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 31033 members 
Mstep: Class 21 contains 16506 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 59837 members 
Mstep: Class 26 contains 28625 members 
Mstep: Class 27 contains 11576 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23269 members 
Mstep: Class 30 contains 3957 members 
Mstep: Class 31 contains 27360 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3483 members 
Mstep: Class 34 contains 138820 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950408.000000 Penalty: 77880.085938
Iteration 171Q: 36 clusters Score -1.089504e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 84221 members 
Mstep: Class 3 contains 26827 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10418 members 
Mstep: Class 6 contains 124145 members 
Mstep: Class 7 contains 4856 members 
Mstep: Class 8 contains 6033 members 
Mstep: Class 9 contains 126631 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14648 members 
Mstep: Class 13 contains 39953 members 
Mstep: Class 14 contains 7485 members 
Mstep: Class 15 contains 5441 members 
Mstep: Class 16 contains 29421 members 
Mstep: Class 17 contains 30526 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5810 members 
Mstep: Class 20 contains 31035 members 
Mstep: Class 21 contains 16508 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 59807 members 
Mstep: Class 26 contains 28611 members 
Mstep: Class 27 contains 11567 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23271 members 
Mstep: Class 30 contains 3953 members 
Mstep: Class 31 contains 27488 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3490 members 
Mstep: Class 34 contains 138812 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950440.000000 Penalty: 77880.085938
Iteration 172Q: 36 clusters Score -1.089504e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 84197 members 
Mstep: Class 3 contains 26821 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10418 members 
Mstep: Class 6 contains 124112 members 
Mstep: Class 7 contains 4857 members 
Mstep: Class 8 contains 6055 members 
Mstep: Class 9 contains 126594 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14646 members 
Mstep: Class 13 contains 39958 members 
Mstep: Class 14 contains 7485 members 
Mstep: Class 15 contains 5441 members 
Mstep: Class 16 contains 29413 members 
Mstep: Class 17 contains 30541 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5779 members 
Mstep: Class 20 contains 31040 members 
Mstep: Class 21 contains 16510 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 59817 members 
Mstep: Class 26 contains 28591 members 
Mstep: Class 27 contains 11549 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23271 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 27611 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3498 members 
Mstep: Class 34 contains 138805 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950424.000000 Penalty: 77880.085938
Iteration 173Q: 36 clusters Score -1.089504e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 84165 members 
Mstep: Class 3 contains 26818 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10418 members 
Mstep: Class 6 contains 124069 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 6088 members 
Mstep: Class 9 contains 126555 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14635 members 
Mstep: Class 13 contains 39970 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 5441 members 
Mstep: Class 16 contains 29404 members 
Mstep: Class 17 contains 30552 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5755 members 
Mstep: Class 20 contains 31044 members 
Mstep: Class 21 contains 16512 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 59808 members 
Mstep: Class 26 contains 28577 members 
Mstep: Class 27 contains 11539 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23275 members 
Mstep: Class 30 contains 3944 members 
Mstep: Class 31 contains 27739 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3503 members 
Mstep: Class 34 contains 138805 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950528.000000 Penalty: 77880.085938
Iteration 174Q: 36 clusters Score -1.089505e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 84135 members 
Mstep: Class 3 contains 26814 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10422 members 
Mstep: Class 6 contains 124047 members 
Mstep: Class 7 contains 4866 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 126510 members 
Mstep: Class 10 contains 3378 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14628 members 
Mstep: Class 13 contains 39972 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 5441 members 
Mstep: Class 16 contains 29405 members 
Mstep: Class 17 contains 30565 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 5734 members 
Mstep: Class 20 contains 31053 members 
Mstep: Class 21 contains 16514 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 59803 members 
Mstep: Class 26 contains 28553 members 
Mstep: Class 27 contains 11547 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23275 members 
Mstep: Class 30 contains 3942 members 
Mstep: Class 31 contains 27838 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3508 members 
Mstep: Class 34 contains 138803 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950616.000000 Penalty: 77880.085938
Iteration 175Q: 36 clusters Score -1.089506e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 84117 members 
Mstep: Class 3 contains 26817 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10430 members 
Mstep: Class 6 contains 124031 members 
Mstep: Class 7 contains 4866 members 
Mstep: Class 8 contains 6158 members 
Mstep: Class 9 contains 126484 members 
Mstep: Class 10 contains 3362 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14623 members 
Mstep: Class 13 contains 39978 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 5441 members 
Mstep: Class 16 contains 29398 members 
Mstep: Class 17 contains 30566 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 31057 members 
Mstep: Class 21 contains 16515 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 59793 members 
Mstep: Class 26 contains 28524 members 
Mstep: Class 27 contains 11538 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23277 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 27921 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3516 members 
Mstep: Class 34 contains 138801 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950536.000000 Penalty: 77880.085938
Iteration 176Q: 36 clusters Score -1.089505e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 84100 members 
Mstep: Class 3 contains 26814 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10432 members 
Mstep: Class 6 contains 124002 members 
Mstep: Class 7 contains 4869 members 
Mstep: Class 8 contains 6221 members 
Mstep: Class 9 contains 126441 members 
Mstep: Class 10 contains 3351 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14614 members 
Mstep: Class 13 contains 39994 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 5440 members 
Mstep: Class 16 contains 29391 members 
Mstep: Class 17 contains 30570 members 
Mstep: Class 18 contains 3773 members 
Mstep: Class 19 contains 5690 members 
Mstep: Class 20 contains 31060 members 
Mstep: Class 21 contains 16517 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 59777 members 
Mstep: Class 26 contains 28508 members 
Mstep: Class 27 contains 11513 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23276 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 28020 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3520 members 
Mstep: Class 34 contains 138808 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950560.000000 Penalty: 77880.085938
Iteration 177Q: 36 clusters Score -1.089506e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 84092 members 
Mstep: Class 3 contains 26816 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10427 members 
Mstep: Class 6 contains 123979 members 
Mstep: Class 7 contains 4869 members 
Mstep: Class 8 contains 6279 members 
Mstep: Class 9 contains 126406 members 
Mstep: Class 10 contains 3346 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14608 members 
Mstep: Class 13 contains 40005 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 5440 members 
Mstep: Class 16 contains 29376 members 
Mstep: Class 17 contains 30570 members 
Mstep: Class 18 contains 3773 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 31061 members 
Mstep: Class 21 contains 16517 members 
Mstep: Class 22 contains 3636 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 59762 members 
Mstep: Class 26 contains 28492 members 
Mstep: Class 27 contains 11504 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23280 members 
Mstep: Class 30 contains 3931 members 
Mstep: Class 31 contains 28115 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3521 members 
Mstep: Class 34 contains 138792 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950640.000000 Penalty: 77880.085938
Iteration 178Q: 36 clusters Score -1.089506e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 84085 members 
Mstep: Class 3 contains 26815 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10423 members 
Mstep: Class 6 contains 123948 members 
Mstep: Class 7 contains 4872 members 
Mstep: Class 8 contains 6322 members 
Mstep: Class 9 contains 126354 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14597 members 
Mstep: Class 13 contains 40009 members 
Mstep: Class 14 contains 7487 members 
Mstep: Class 15 contains 5440 members 
Mstep: Class 16 contains 29356 members 
Mstep: Class 17 contains 30567 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5666 members 
Mstep: Class 20 contains 31062 members 
Mstep: Class 21 contains 16518 members 
Mstep: Class 22 contains 3636 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 59755 members 
Mstep: Class 26 contains 28508 members 
Mstep: Class 27 contains 11504 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23281 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 28201 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3525 members 
Mstep: Class 34 contains 138781 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950672.000000 Penalty: 77880.085938
Iteration 179Q: 36 clusters Score -1.089507e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 84073 members 
Mstep: Class 3 contains 26815 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10417 members 
Mstep: Class 6 contains 123934 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 6373 members 
Mstep: Class 9 contains 126272 members 
Mstep: Class 10 contains 3339 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14592 members 
Mstep: Class 13 contains 40018 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 5440 members 
Mstep: Class 16 contains 29340 members 
Mstep: Class 17 contains 30564 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 31065 members 
Mstep: Class 21 contains 16516 members 
Mstep: Class 22 contains 3634 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 59765 members 
Mstep: Class 26 contains 28529 members 
Mstep: Class 27 contains 11487 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23279 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 28289 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3525 members 
Mstep: Class 34 contains 138776 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108951048.000000 Penalty: 77880.085938
Iteration 180F: 36 clusters Score -1.08951e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 84062 members 
Mstep: Class 3 contains 26814 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10414 members 
Mstep: Class 6 contains 123924 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 6428 members 
Mstep: Class 9 contains 126191 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14588 members 
Mstep: Class 13 contains 40020 members 
Mstep: Class 14 contains 7485 members 
Mstep: Class 15 contains 5440 members 
Mstep: Class 16 contains 29319 members 
Mstep: Class 17 contains 30569 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 31067 members 
Mstep: Class 21 contains 16516 members 
Mstep: Class 22 contains 3634 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 59776 members 
Mstep: Class 26 contains 28553 members 
Mstep: Class 27 contains 11477 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23282 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 28353 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3526 members 
Mstep: Class 34 contains 138767 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108951120.000000 Penalty: 77880.085938
Iteration 181Q: 36 clusters Score -1.089511e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 84055 members 
Mstep: Class 3 contains 26815 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10413 members 
Mstep: Class 6 contains 123912 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 6489 members 
Mstep: Class 9 contains 126091 members 
Mstep: Class 10 contains 3331 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14590 members 
Mstep: Class 13 contains 40028 members 
Mstep: Class 14 contains 7484 members 
Mstep: Class 15 contains 5440 members 
Mstep: Class 16 contains 29309 members 
Mstep: Class 17 contains 30578 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5626 members 
Mstep: Class 20 contains 31063 members 
Mstep: Class 21 contains 16513 members 
Mstep: Class 22 contains 3634 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 59773 members 
Mstep: Class 26 contains 28583 members 
Mstep: Class 27 contains 11458 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23284 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 28419 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3527 members 
Mstep: Class 34 contains 138760 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108951240.000000 Penalty: 77880.085938
Iteration 182Q: 36 clusters Score -1.089512e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 84050 members 
Mstep: Class 3 contains 26815 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10409 members 
Mstep: Class 6 contains 123884 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 6560 members 
Mstep: Class 9 contains 126003 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14582 members 
Mstep: Class 13 contains 40032 members 
Mstep: Class 14 contains 7484 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 29297 members 
Mstep: Class 17 contains 30587 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5616 members 
Mstep: Class 20 contains 31065 members 
Mstep: Class 21 contains 16513 members 
Mstep: Class 22 contains 3633 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 59769 members 
Mstep: Class 26 contains 28616 members 
Mstep: Class 27 contains 11438 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23285 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 28491 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3529 members 
Mstep: Class 34 contains 138752 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108951280.000000 Penalty: 77880.085938
Iteration 183Q: 36 clusters Score -1.089513e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 84041 members 
Mstep: Class 3 contains 26816 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10408 members 
Mstep: Class 6 contains 123867 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 125912 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14578 members 
Mstep: Class 13 contains 40034 members 
Mstep: Class 14 contains 7484 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 29278 members 
Mstep: Class 17 contains 30599 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 5599 members 
Mstep: Class 20 contains 31071 members 
Mstep: Class 21 contains 16511 members 
Mstep: Class 22 contains 3634 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 59765 members 
Mstep: Class 26 contains 28656 members 
Mstep: Class 27 contains 11431 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23287 members 
Mstep: Class 30 contains 3926 members 
Mstep: Class 31 contains 28559 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3530 members 
Mstep: Class 34 contains 138727 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108951384.000000 Penalty: 77880.085938
Iteration 184Q: 36 clusters Score -1.089514e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 84031 members 
Mstep: Class 3 contains 26814 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10410 members 
Mstep: Class 6 contains 123838 members 
Mstep: Class 7 contains 4885 members 
Mstep: Class 8 contains 6700 members 
Mstep: Class 9 contains 125813 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14572 members 
Mstep: Class 13 contains 40035 members 
Mstep: Class 14 contains 7484 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 29263 members 
Mstep: Class 17 contains 30608 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 5580 members 
Mstep: Class 20 contains 31076 members 
Mstep: Class 21 contains 16508 members 
Mstep: Class 22 contains 3635 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 59768 members 
Mstep: Class 26 contains 28692 members 
Mstep: Class 27 contains 11422 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23292 members 
Mstep: Class 30 contains 3925 members 
Mstep: Class 31 contains 28621 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3531 members 
Mstep: Class 34 contains 138718 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108951248.000000 Penalty: 77880.085938
Iteration 185Q: 36 clusters Score -1.089512e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 84025 members 
Mstep: Class 3 contains 26810 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10406 members 
Mstep: Class 6 contains 123807 members 
Mstep: Class 7 contains 4888 members 
Mstep: Class 8 contains 6770 members 
Mstep: Class 9 contains 125665 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14564 members 
Mstep: Class 13 contains 40037 members 
Mstep: Class 14 contains 7483 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 29250 members 
Mstep: Class 17 contains 30620 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 5571 members 
Mstep: Class 20 contains 31078 members 
Mstep: Class 21 contains 16505 members 
Mstep: Class 22 contains 3636 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 59778 members 
Mstep: Class 26 contains 28769 members 
Mstep: Class 27 contains 11401 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23296 members 
Mstep: Class 30 contains 3925 members 
Mstep: Class 31 contains 28678 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3534 members 
Mstep: Class 34 contains 138724 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108951480.000000 Penalty: 77880.085938
Iteration 186Q: 36 clusters Score -1.089515e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 84012 members 
Mstep: Class 3 contains 26807 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10402 members 
Mstep: Class 6 contains 123761 members 
Mstep: Class 7 contains 4892 members 
Mstep: Class 8 contains 6842 members 
Mstep: Class 9 contains 125522 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14554 members 
Mstep: Class 13 contains 40044 members 
Mstep: Class 14 contains 7484 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 29241 members 
Mstep: Class 17 contains 30629 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 5553 members 
Mstep: Class 20 contains 31080 members 
Mstep: Class 21 contains 16503 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 59775 members 
Mstep: Class 26 contains 28865 members 
Mstep: Class 27 contains 11380 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23298 members 
Mstep: Class 30 contains 3925 members 
Mstep: Class 31 contains 28737 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3540 members 
Mstep: Class 34 contains 138732 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108951816.000000 Penalty: 77880.085938
Iteration 187Q: 36 clusters Score -1.089518e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 83998 members 
Mstep: Class 3 contains 26806 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10401 members 
Mstep: Class 6 contains 123694 members 
Mstep: Class 7 contains 4894 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 125396 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14547 members 
Mstep: Class 13 contains 40049 members 
Mstep: Class 14 contains 7484 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 29225 members 
Mstep: Class 17 contains 30644 members 
Mstep: Class 18 contains 3781 members 
Mstep: Class 19 contains 5537 members 
Mstep: Class 20 contains 31080 members 
Mstep: Class 21 contains 16503 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 59784 members 
Mstep: Class 26 contains 28949 members 
Mstep: Class 27 contains 11359 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23300 members 
Mstep: Class 30 contains 3925 members 
Mstep: Class 31 contains 28803 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3547 members 
Mstep: Class 34 contains 138727 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108951904.000000 Penalty: 77880.085938
Iteration 188Q: 36 clusters Score -1.089519e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 83989 members 
Mstep: Class 3 contains 26804 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10402 members 
Mstep: Class 6 contains 123652 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 6997 members 
Mstep: Class 9 contains 125248 members 
Mstep: Class 10 contains 3320 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14536 members 
Mstep: Class 13 contains 40052 members 
Mstep: Class 14 contains 7483 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 29212 members 
Mstep: Class 17 contains 30658 members 
Mstep: Class 18 contains 3781 members 
Mstep: Class 19 contains 5525 members 
Mstep: Class 20 contains 31080 members 
Mstep: Class 21 contains 16503 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 59765 members 
Mstep: Class 26 contains 29055 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23302 members 
Mstep: Class 30 contains 3925 members 
Mstep: Class 31 contains 28872 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3550 members 
Mstep: Class 34 contains 138731 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108951904.000000 Penalty: 77880.085938
Iteration 189Q: 36 clusters Score -1.089519e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 83979 members 
Mstep: Class 3 contains 26803 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10402 members 
Mstep: Class 6 contains 123600 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 7069 members 
Mstep: Class 9 contains 125104 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14527 members 
Mstep: Class 13 contains 40054 members 
Mstep: Class 14 contains 7483 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 29203 members 
Mstep: Class 17 contains 30663 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5505 members 
Mstep: Class 20 contains 31081 members 
Mstep: Class 21 contains 16502 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 59759 members 
Mstep: Class 26 contains 29164 members 
Mstep: Class 27 contains 11341 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23305 members 
Mstep: Class 30 contains 3925 members 
Mstep: Class 31 contains 28944 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3551 members 
Mstep: Class 34 contains 138715 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108952184.000000 Penalty: 77880.085938
Iteration 190Q: 36 clusters Score -1.089522e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 83969 members 
Mstep: Class 3 contains 26802 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10401 members 
Mstep: Class 6 contains 123546 members 
Mstep: Class 7 contains 4901 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 124957 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14513 members 
Mstep: Class 13 contains 40062 members 
Mstep: Class 14 contains 7481 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 29198 members 
Mstep: Class 17 contains 30673 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 5493 members 
Mstep: Class 20 contains 31081 members 
Mstep: Class 21 contains 16502 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 59755 members 
Mstep: Class 26 contains 29290 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23304 members 
Mstep: Class 30 contains 3923 members 
Mstep: Class 31 contains 29005 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 138689 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108952240.000000 Penalty: 77880.085938
Iteration 191Q: 36 clusters Score -1.089522e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83959 members 
Mstep: Class 3 contains 26798 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10395 members 
Mstep: Class 6 contains 123484 members 
Mstep: Class 7 contains 4904 members 
Mstep: Class 8 contains 7214 members 
Mstep: Class 9 contains 124813 members 
Mstep: Class 10 contains 3318 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14497 members 
Mstep: Class 13 contains 40064 members 
Mstep: Class 14 contains 7478 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 29192 members 
Mstep: Class 17 contains 30676 members 
Mstep: Class 18 contains 3781 members 
Mstep: Class 19 contains 5484 members 
Mstep: Class 20 contains 31083 members 
Mstep: Class 21 contains 16502 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 59747 members 
Mstep: Class 26 contains 29426 members 
Mstep: Class 27 contains 11321 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23306 members 
Mstep: Class 30 contains 3922 members 
Mstep: Class 31 contains 29070 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 138686 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108952576.000000 Penalty: 77880.085938
Iteration 192Q: 36 clusters Score -1.089526e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83954 members 
Mstep: Class 3 contains 26796 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10386 members 
Mstep: Class 6 contains 123425 members 
Mstep: Class 7 contains 4906 members 
Mstep: Class 8 contains 7291 members 
Mstep: Class 9 contains 124672 members 
Mstep: Class 10 contains 3318 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14487 members 
Mstep: Class 13 contains 40061 members 
Mstep: Class 14 contains 7477 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 29189 members 
Mstep: Class 17 contains 30683 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 5479 members 
Mstep: Class 20 contains 31082 members 
Mstep: Class 21 contains 16502 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 59734 members 
Mstep: Class 26 contains 29553 members 
Mstep: Class 27 contains 11326 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23307 members 
Mstep: Class 30 contains 3922 members 
Mstep: Class 31 contains 29135 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 138654 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108952712.000000 Penalty: 77880.085938
Iteration 193Q: 36 clusters Score -1.089527e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83946 members 
Mstep: Class 3 contains 26794 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10381 members 
Mstep: Class 6 contains 123361 members 
Mstep: Class 7 contains 4908 members 
Mstep: Class 8 contains 7375 members 
Mstep: Class 9 contains 124564 members 
Mstep: Class 10 contains 3318 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14481 members 
Mstep: Class 13 contains 40062 members 
Mstep: Class 14 contains 7478 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 29180 members 
Mstep: Class 17 contains 30687 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 5468 members 
Mstep: Class 20 contains 31083 members 
Mstep: Class 21 contains 16499 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 59701 members 
Mstep: Class 26 contains 29666 members 
Mstep: Class 27 contains 11336 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23308 members 
Mstep: Class 30 contains 3921 members 
Mstep: Class 31 contains 29190 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 138630 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108952888.000000 Penalty: 77880.085938
Iteration 194Q: 36 clusters Score -1.089529e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83939 members 
Mstep: Class 3 contains 26790 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10375 members 
Mstep: Class 6 contains 123297 members 
Mstep: Class 7 contains 4910 members 
Mstep: Class 8 contains 7468 members 
Mstep: Class 9 contains 124445 members 
Mstep: Class 10 contains 3318 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14466 members 
Mstep: Class 13 contains 40060 members 
Mstep: Class 14 contains 7477 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 29175 members 
Mstep: Class 17 contains 30699 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 5468 members 
Mstep: Class 20 contains 31083 members 
Mstep: Class 21 contains 16498 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3726 members 
Mstep: Class 25 contains 59684 members 
Mstep: Class 26 contains 29772 members 
Mstep: Class 27 contains 11331 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23311 members 
Mstep: Class 30 contains 3921 members 
Mstep: Class 31 contains 29236 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 138616 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108953016.000000 Penalty: 77880.085938
Iteration 195Q: 36 clusters Score -1.08953e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83923 members 
Mstep: Class 3 contains 26787 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10374 members 
Mstep: Class 6 contains 123221 members 
Mstep: Class 7 contains 4914 members 
Mstep: Class 8 contains 7545 members 
Mstep: Class 9 contains 124325 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14455 members 
Mstep: Class 13 contains 40064 members 
Mstep: Class 14 contains 7476 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 29166 members 
Mstep: Class 17 contains 30703 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 31083 members 
Mstep: Class 21 contains 16495 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 59687 members 
Mstep: Class 26 contains 29899 members 
Mstep: Class 27 contains 11336 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 23315 members 
Mstep: Class 30 contains 3922 members 
Mstep: Class 31 contains 29276 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 138592 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108953312.000000 Penalty: 77880.085938
Iteration 196Q: 36 clusters Score -1.089533e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83911 members 
Mstep: Class 3 contains 26788 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10378 members 
Mstep: Class 6 contains 123180 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 7636 members 
Mstep: Class 9 contains 124183 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14432 members 
Mstep: Class 13 contains 40070 members 
Mstep: Class 14 contains 7474 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 29153 members 
Mstep: Class 17 contains 30710 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5462 members 
Mstep: Class 20 contains 31082 members 
Mstep: Class 21 contains 16493 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 59677 members 
Mstep: Class 26 contains 29994 members 
Mstep: Class 27 contains 11350 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23316 members 
Mstep: Class 30 contains 3922 members 
Mstep: Class 31 contains 29321 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3560 members 
Mstep: Class 34 contains 138571 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108953232.000000 Penalty: 77880.085938
Iteration 197Q: 36 clusters Score -1.089532e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83899 members 
Mstep: Class 3 contains 26791 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10375 members 
Mstep: Class 6 contains 123139 members 
Mstep: Class 7 contains 4926 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 124042 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14415 members 
Mstep: Class 13 contains 40070 members 
Mstep: Class 14 contains 7474 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 29139 members 
Mstep: Class 17 contains 30715 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 5451 members 
Mstep: Class 20 contains 31084 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 59666 members 
Mstep: Class 26 contains 30111 members 
Mstep: Class 27 contains 11350 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23319 members 
Mstep: Class 30 contains 3921 members 
Mstep: Class 31 contains 29371 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3561 members 
Mstep: Class 34 contains 138548 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108953480.000000 Penalty: 77880.085938
Iteration 198Q: 36 clusters Score -1.089535e+08 nChanged 724
Entering ConstructFrom: 
Score: -108953480.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -835209.375000 Penalty: 1430.312134
	Iteration 0F: 2 clusters Score -835209.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -830137.125000 Penalty: 2860.624268
	Iteration 0F: 3 clusters Score -830137.1 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -831602.375000 Penalty: 2860.624268
	Iteration 1F: 3 clusters Score -831602.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -831896.437500 Penalty: 2860.624268
	Iteration 2F: 3 clusters Score -831896.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -832125.625000 Penalty: 2860.624268
	Iteration 3F: 3 clusters Score -832125.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -832313.250000 Penalty: 2860.624268
	Iteration 4Q: 3 clusters Score -832313.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -832512.687500 Penalty: 2860.624268
	Iteration 5Q: 3 clusters Score -832512.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -832705.875000 Penalty: 2860.624268
	Iteration 6F: 3 clusters Score -832705.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -832881.125000 Penalty: 2860.624268
	Iteration 7Q: 3 clusters Score -832881.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -833070.812500 Penalty: 2860.624268
	Iteration 8Q: 3 clusters Score -833070.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -833257.375000 Penalty: 2860.624268
	Iteration 9Q: 3 clusters Score -833257.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -833399.187500 Penalty: 2860.624268
	Iteration 10Q: 3 clusters Score -833399.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -833514.562500 Penalty: 2860.624268
	Iteration 11Q: 3 clusters Score -833514.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -833620.187500 Penalty: 2860.624268
	Iteration 12Q: 3 clusters Score -833620.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -833735.937500 Penalty: 2860.624268
	Iteration 13Q: 3 clusters Score -833735.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -833852.375000 Penalty: 2860.624268
	Iteration 14Q: 3 clusters Score -833852.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -833963.812500 Penalty: 2860.624268
	Iteration 15Q: 3 clusters Score -833963.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -834053.937500 Penalty: 2860.624268
	Iteration 16Q: 3 clusters Score -834053.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -834160.250000 Penalty: 2860.624268
	Iteration 17Q: 3 clusters Score -834160.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -834230.812500 Penalty: 2860.624268
	Iteration 18Q: 3 clusters Score -834230.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -834284.062500 Penalty: 2860.624268
	Iteration 19Q: 3 clusters Score -834284.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -834313.562500 Penalty: 2860.624268
	Iteration 20F: 3 clusters Score -834313.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -834329.250000 Penalty: 2860.624268
	Iteration 21Q: 3 clusters Score -834329.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -834341.125000 Penalty: 2860.624268
	Iteration 22Q: 3 clusters Score -834341.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -834344.312500 Penalty: 2860.624268
	Iteration 23Q: 3 clusters Score -834344.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -834346.250000 Penalty: 2860.624268
	Iteration 24Q: 3 clusters Score -834346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -834346.812500 Penalty: 2860.624268
	Iteration 25Q: 3 clusters Score -834346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -834348.062500 Penalty: 2860.624268
	Iteration 26Q: 3 clusters Score -834348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -834347.812500 Penalty: 2860.624268
	Iteration 27Q: 3 clusters Score -834347.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -834347.812500 Penalty: 2860.624268
	Iteration 28F: 3 clusters Score -834347.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83885 members 
Entering Unmasked Estep 
Score: -10749755.000000 Penalty: 1842.295288
	Iteration 0F: 2 clusters Score -1.074976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -10694523.000000 Penalty: 3684.590576
	Iteration 0F: 3 clusters Score -1.069452e+07 nChanged 40057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -10718252.000000 Penalty: 3684.590576
	Iteration 1F: 3 clusters Score -1.071825e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -10719315.000000 Penalty: 3684.590576
	Iteration 2Q: 3 clusters Score -1.071932e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -10720527.000000 Penalty: 3684.590576
	Iteration 3Q: 3 clusters Score -1.072053e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -10722273.000000 Penalty: 3684.590576
	Iteration 4Q: 3 clusters Score -1.072227e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -10724129.000000 Penalty: 3684.590576
	Iteration 5F: 3 clusters Score -1.072413e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -10726122.000000 Penalty: 3684.590576
	Iteration 6F: 3 clusters Score -1.072612e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -10727875.000000 Penalty: 3684.590576
	Iteration 7F: 3 clusters Score -1.072788e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -10729709.000000 Penalty: 3684.590576
	Iteration 8Q: 3 clusters Score -1.072971e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -10731439.000000 Penalty: 3684.590576
	Iteration 9Q: 3 clusters Score -1.073144e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -10733407.000000 Penalty: 3684.590576
	Iteration 10Q: 3 clusters Score -1.073341e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -10735709.000000 Penalty: 3684.590576
	Iteration 11Q: 3 clusters Score -1.073571e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 72472 members 
Entering Unmasked Estep 
Score: -10738674.000000 Penalty: 3684.590576
	Iteration 12Q: 3 clusters Score -1.073867e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 76477 members 
Entering Unmasked Estep 
Score: -10741771.000000 Penalty: 3684.590576
	Iteration 13Q: 3 clusters Score -1.074177e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 79794 members 
Entering Unmasked Estep 
Score: -10744668.000000 Penalty: 3684.590576
	Iteration 14Q: 3 clusters Score -1.074467e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -10746577.000000 Penalty: 3684.590576
	Iteration 15Q: 3 clusters Score -1.074658e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -10747465.000000 Penalty: 3684.590576
	Iteration 16Q: 3 clusters Score -1.074746e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 83420 members 
Entering Unmasked Estep 
Score: -10747813.000000 Penalty: 3684.590576
	Iteration 17Q: 3 clusters Score -1.074781e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 83557 members 
Entering Unmasked Estep 
Score: -10747953.000000 Penalty: 3684.590576
	Iteration 18Q: 3 clusters Score -1.074795e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 83607 members 
Entering Unmasked Estep 
Score: -10748012.000000 Penalty: 3684.590576
	Iteration 19Q: 3 clusters Score -1.074801e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -10748045.000000 Penalty: 3684.590576
	Iteration 20F: 3 clusters Score -1.074804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 83655 members 
Entering Unmasked Estep 
Score: -10748081.000000 Penalty: 3684.590576
	Iteration 21Q: 3 clusters Score -1.074808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 83667 members 
Entering Unmasked Estep 
Score: -10748100.000000 Penalty: 3684.590576
	Iteration 22Q: 3 clusters Score -1.07481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 83668 members 
Entering Unmasked Estep 
Score: -10748114.000000 Penalty: 3684.590576
	Iteration 23Q: 3 clusters Score -1.074811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
Score: -10748128.000000 Penalty: 3684.590576
	Iteration 24Q: 3 clusters Score -1.074813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -10748145.000000 Penalty: 3684.590576
	Iteration 25Q: 3 clusters Score -1.074814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 83681 members 
Entering Unmasked Estep 
Score: -10748152.000000 Penalty: 3684.590576
	Iteration 26Q: 3 clusters Score -1.074815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -10748171.000000 Penalty: 3684.590576
	Iteration 27Q: 3 clusters Score -1.074817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 83691 members 
Entering Unmasked Estep 
Score: -10748170.000000 Penalty: 3684.590576
	Iteration 28Q: 3 clusters Score -1.074817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -10748184.000000 Penalty: 3684.590576
	Iteration 29Q: 3 clusters Score -1.074818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 83697 members 
Entering Unmasked Estep 
Score: -10748190.000000 Penalty: 3684.590576
	Iteration 30Q: 3 clusters Score -1.074819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 83700 members 
Entering Unmasked Estep 
Score: -10748200.000000 Penalty: 3684.590576
	Iteration 31Q: 3 clusters Score -1.07482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -10748210.000000 Penalty: 3684.590576
	Iteration 32Q: 3 clusters Score -1.074821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -10748207.000000 Penalty: 3684.590576
	Iteration 33Q: 3 clusters Score -1.074821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -10748207.000000 Penalty: 3684.590576
	Iteration 34F: 3 clusters Score -1.074821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Entering Unmasked Estep 
Score: -3413336.500000 Penalty: 1656.802734
	Iteration 0F: 2 clusters Score -3413336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3395274.750000 Penalty: 3313.605469
	Iteration 0F: 3 clusters Score -3395275 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3402062.750000 Penalty: 3313.605469
	Iteration 1F: 3 clusters Score -3402063 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -3402463.750000 Penalty: 3313.605469
	Iteration 2Q: 3 clusters Score -3402464 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3402888.750000 Penalty: 3313.605469
	Iteration 3Q: 3 clusters Score -3402889 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3403343.500000 Penalty: 3313.605469
	Iteration 4Q: 3 clusters Score -3403344 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3403921.750000 Penalty: 3313.605469
	Iteration 5Q: 3 clusters Score -3403922 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3404619.750000 Penalty: 3313.605469
	Iteration 6F: 3 clusters Score -3404620 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3405472.500000 Penalty: 3313.605469
	Iteration 7F: 3 clusters Score -3405472 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3406434.750000 Penalty: 3313.605469
	Iteration 8F: 3 clusters Score -3406435 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3407246.250000 Penalty: 3313.605469
	Iteration 9F: 3 clusters Score -3407246 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3407762.500000 Penalty: 3313.605469
	Iteration 10Q: 3 clusters Score -3407762 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3408193.000000 Penalty: 3313.605469
	Iteration 11Q: 3 clusters Score -3408193 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -3408560.750000 Penalty: 3313.605469
	Iteration 12Q: 3 clusters Score -3408561 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -3408880.750000 Penalty: 3313.605469
	Iteration 13Q: 3 clusters Score -3408881 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -3409123.750000 Penalty: 3313.605469
	Iteration 14Q: 3 clusters Score -3409124 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -3409340.000000 Penalty: 3313.605469
	Iteration 15Q: 3 clusters Score -3409340 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -3409543.250000 Penalty: 3313.605469
	Iteration 16Q: 3 clusters Score -3409543 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -3409736.000000 Penalty: 3313.605469
	Iteration 17Q: 3 clusters Score -3409736 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3409938.750000 Penalty: 3313.605469
	Iteration 18Q: 3 clusters Score -3409939 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3410167.500000 Penalty: 3313.605469
	Iteration 19Q: 3 clusters Score -3410168 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3410411.750000 Penalty: 3313.605469
	Iteration 20F: 3 clusters Score -3410412 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3410655.250000 Penalty: 3313.605469
	Iteration 21Q: 3 clusters Score -3410655 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -3410880.750000 Penalty: 3313.605469
	Iteration 22Q: 3 clusters Score -3410881 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -3411073.250000 Penalty: 3313.605469
	Iteration 23Q: 3 clusters Score -3411073 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -3411256.250000 Penalty: 3313.605469
	Iteration 24Q: 3 clusters Score -3411256 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3411433.750000 Penalty: 3313.605469
	Iteration 25Q: 3 clusters Score -3411434 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3411540.500000 Penalty: 3313.605469
	Iteration 26Q: 3 clusters Score -3411540 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3411646.500000 Penalty: 3313.605469
	Iteration 27Q: 3 clusters Score -3411646 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -3411728.500000 Penalty: 3313.605469
	Iteration 28Q: 3 clusters Score -3411728 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3411775.250000 Penalty: 3313.605469
	Iteration 29Q: 3 clusters Score -3411775 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3411819.750000 Penalty: 3313.605469
	Iteration 30Q: 3 clusters Score -3411820 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3411853.500000 Penalty: 3313.605469
	Iteration 31Q: 3 clusters Score -3411854 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3411880.500000 Penalty: 3313.605469
	Iteration 32Q: 3 clusters Score -3411880 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3411901.750000 Penalty: 3313.605469
	Iteration 33Q: 3 clusters Score -3411902 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3411921.250000 Penalty: 3313.605469
	Iteration 34Q: 3 clusters Score -3411921 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3411938.750000 Penalty: 3313.605469
	Iteration 35Q: 3 clusters Score -3411939 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3411961.250000 Penalty: 3313.605469
	Iteration 36Q: 3 clusters Score -3411961 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3411971.000000 Penalty: 3313.605469
	Iteration 37Q: 3 clusters Score -3411971 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3411961.250000 Penalty: 3313.605469
	Iteration 38Q: 3 clusters Score -3411961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3411964.500000 Penalty: 3313.605469
	Iteration 39Q: 3 clusters Score -3411964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3411975.000000 Penalty: 3313.605469
	Iteration 40F: 3 clusters Score -3411975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -3411983.500000 Penalty: 3313.605469
	Iteration 41Q: 3 clusters Score -3411984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3411995.250000 Penalty: 3313.605469
	Iteration 42Q: 3 clusters Score -3411995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3411989.500000 Penalty: 3313.605469
	Iteration 43Q: 3 clusters Score -3411990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3411994.750000 Penalty: 3313.605469
	Iteration 44Q: 3 clusters Score -3411995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -3412003.500000 Penalty: 3313.605469
	Iteration 45Q: 3 clusters Score -3412004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3412001.500000 Penalty: 3313.605469
	Iteration 46Q: 3 clusters Score -3412002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3412014.000000 Penalty: 3313.605469
	Iteration 47Q: 3 clusters Score -3412014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3412013.500000 Penalty: 3313.605469
	Iteration 48Q: 3 clusters Score -3412014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3412012.000000 Penalty: 3313.605469
	Iteration 49Q: 3 clusters Score -3412012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3412008.500000 Penalty: 3313.605469
	Iteration 50Q: 3 clusters Score -3412008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3412011.000000 Penalty: 3313.605469
	Iteration 51Q: 3 clusters Score -3412011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3412008.250000 Penalty: 3313.605469
	Iteration 52Q: 3 clusters Score -3412008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3412010.750000 Penalty: 3313.605469
	Iteration 53Q: 3 clusters Score -3412011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3412008.750000 Penalty: 3313.605469
	Iteration 54Q: 3 clusters Score -3412009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3412013.250000 Penalty: 3313.605469
	Iteration 55Q: 3 clusters Score -3412013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3412011.500000 Penalty: 3313.605469
	Iteration 56Q: 3 clusters Score -3412012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3412012.750000 Penalty: 3313.605469
	Iteration 57Q: 3 clusters Score -3412013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3412012.500000 Penalty: 3313.605469
	Iteration 58Q: 3 clusters Score -3412012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3412012.000000 Penalty: 3313.605469
	Iteration 59Q: 3 clusters Score -3412012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3412011.250000 Penalty: 3313.605469
	Iteration 60F: 3 clusters Score -3412011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3412014.000000 Penalty: 3313.605469
	Iteration 61Q: 3 clusters Score -3412014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3412017.000000 Penalty: 3313.605469
	Iteration 62Q: 3 clusters Score -3412017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3412022.500000 Penalty: 3313.605469
	Iteration 63Q: 3 clusters Score -3412022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3412019.250000 Penalty: 3313.605469
	Iteration 64Q: 3 clusters Score -3412019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3412017.750000 Penalty: 3313.605469
	Iteration 65Q: 3 clusters Score -3412018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3412020.500000 Penalty: 3313.605469
	Iteration 66Q: 3 clusters Score -3412020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3412023.250000 Penalty: 3313.605469
	Iteration 67Q: 3 clusters Score -3412023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3412025.250000 Penalty: 3313.605469
	Iteration 68Q: 3 clusters Score -3412025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3412025.750000 Penalty: 3313.605469
	Iteration 69Q: 3 clusters Score -3412026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3412033.500000 Penalty: 3313.605469
	Iteration 70Q: 3 clusters Score -3412034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3412036.250000 Penalty: 3313.605469
	Iteration 71Q: 3 clusters Score -3412036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3412032.000000 Penalty: 3313.605469
	Iteration 72Q: 3 clusters Score -3412032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3412035.000000 Penalty: 3313.605469
	Iteration 73Q: 3 clusters Score -3412035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3412034.750000 Penalty: 3313.605469
	Iteration 74Q: 3 clusters Score -3412035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3412036.750000 Penalty: 3313.605469
	Iteration 75Q: 3 clusters Score -3412037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3412032.250000 Penalty: 3313.605469
	Iteration 76Q: 3 clusters Score -3412032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3412032.500000 Penalty: 3313.605469
	Iteration 77Q: 3 clusters Score -3412032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3412038.000000 Penalty: 3313.605469
	Iteration 78Q: 3 clusters Score -3412038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3412039.250000 Penalty: 3313.605469
	Iteration 79Q: 3 clusters Score -3412039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3412035.750000 Penalty: 3313.605469
	Iteration 80F: 3 clusters Score -3412036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3412031.500000 Penalty: 3313.605469
	Iteration 81Q: 3 clusters Score -3412032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3412031.250000 Penalty: 3313.605469
	Iteration 82Q: 3 clusters Score -3412031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3412031.750000 Penalty: 3313.605469
	Iteration 83Q: 3 clusters Score -3412032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3412035.000000 Penalty: 3313.605469
	Iteration 84Q: 3 clusters Score -3412035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3412033.750000 Penalty: 3313.605469
	Iteration 85Q: 3 clusters Score -3412034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3412031.750000 Penalty: 3313.605469
	Iteration 86Q: 3 clusters Score -3412032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3412034.750000 Penalty: 3313.605469
	Iteration 87Q: 3 clusters Score -3412035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3412035.000000 Penalty: 3313.605469
	Iteration 88Q: 3 clusters Score -3412035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3412033.500000 Penalty: 3313.605469
	Iteration 89Q: 3 clusters Score -3412034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3412031.500000 Penalty: 3313.605469
	Iteration 90Q: 3 clusters Score -3412032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3412035.500000 Penalty: 3313.605469
	Iteration 91Q: 3 clusters Score -3412036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3412040.750000 Penalty: 3313.605469
	Iteration 92Q: 3 clusters Score -3412041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3412040.250000 Penalty: 3313.605469
	Iteration 93Q: 3 clusters Score -3412040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3412040.750000 Penalty: 3313.605469
	Iteration 94Q: 3 clusters Score -3412041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3412036.750000 Penalty: 3313.605469
	Iteration 95Q: 3 clusters Score -3412037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3412038.500000 Penalty: 3313.605469
	Iteration 96Q: 3 clusters Score -3412038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3412033.750000 Penalty: 3313.605469
	Iteration 97Q: 3 clusters Score -3412034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3412031.250000 Penalty: 3313.605469
	Iteration 98Q: 3 clusters Score -3412031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3412034.250000 Penalty: 3313.605469
	Iteration 99Q: 3 clusters Score -3412034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3412032.250000 Penalty: 3313.605469
	Iteration 100F: 3 clusters Score -3412032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3412030.750000 Penalty: 3313.605469
	Iteration 101Q: 3 clusters Score -3412031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3412032.500000 Penalty: 3313.605469
	Iteration 102Q: 3 clusters Score -3412032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3412032.500000 Penalty: 3313.605469
	Iteration 103F: 3 clusters Score -3412032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -166285.765625 Penalty: 1174.613159
	Iteration 0F: 2 clusters Score -166285.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -164578.640625 Penalty: 2349.226318
	Iteration 0F: 3 clusters Score -164578.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -164906.343750 Penalty: 2349.226318
	Iteration 1F: 3 clusters Score -164906.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -165007.890625 Penalty: 2349.226318
	Iteration 2F: 3 clusters Score -165007.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -165059.968750 Penalty: 2349.226318
	Iteration 3Q: 3 clusters Score -165060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -165093.515625 Penalty: 2349.226318
	Iteration 4Q: 3 clusters Score -165093.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -165113.578125 Penalty: 2349.226318
	Iteration 5Q: 3 clusters Score -165113.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -165131.984375 Penalty: 2349.226318
	Iteration 6Q: 3 clusters Score -165132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -165168.687500 Penalty: 2349.226318
	Iteration 7Q: 3 clusters Score -165168.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -165200.843750 Penalty: 2349.226318
	Iteration 8Q: 3 clusters Score -165200.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -165224.484375 Penalty: 2349.226318
	Iteration 9Q: 3 clusters Score -165224.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -165240.015625 Penalty: 2349.226318
	Iteration 10Q: 3 clusters Score -165240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -165252.984375 Penalty: 2349.226318
	Iteration 11Q: 3 clusters Score -165253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -165269.140625 Penalty: 2349.226318
	Iteration 12Q: 3 clusters Score -165269.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -165285.421875 Penalty: 2349.226318
	Iteration 13Q: 3 clusters Score -165285.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -165294.890625 Penalty: 2349.226318
	Iteration 14Q: 3 clusters Score -165294.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -165298.109375 Penalty: 2349.226318
	Iteration 15Q: 3 clusters Score -165298.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -165299.984375 Penalty: 2349.226318
	Iteration 16Q: 3 clusters Score -165300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -165305.921875 Penalty: 2349.226318
	Iteration 17Q: 3 clusters Score -165305.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -165308.921875 Penalty: 2349.226318
	Iteration 18Q: 3 clusters Score -165308.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -165310.531250 Penalty: 2349.226318
	Iteration 19Q: 3 clusters Score -165310.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -165312.687500 Penalty: 2349.226318
	Iteration 20F: 3 clusters Score -165312.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -165314.296875 Penalty: 2349.226318
	Iteration 21Q: 3 clusters Score -165314.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -165316.046875 Penalty: 2349.226318
	Iteration 22Q: 3 clusters Score -165316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -165316.890625 Penalty: 2349.226318
	Iteration 23Q: 3 clusters Score -165316.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -165317.281250 Penalty: 2349.226318
	Iteration 24Q: 3 clusters Score -165317.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -165317.937500 Penalty: 2349.226318
	Iteration 25Q: 3 clusters Score -165317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -165319.484375 Penalty: 2349.226318
	Iteration 26Q: 3 clusters Score -165319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -165320.250000 Penalty: 2349.226318
	Iteration 27Q: 3 clusters Score -165320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -165322.250000 Penalty: 2349.226318
	Iteration 28Q: 3 clusters Score -165322.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -165325.640625 Penalty: 2349.226318
	Iteration 29Q: 3 clusters Score -165325.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -165327.000000 Penalty: 2349.226318
	Iteration 30Q: 3 clusters Score -165327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -165329.375000 Penalty: 2349.226318
	Iteration 31Q: 3 clusters Score -165329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -165331.062500 Penalty: 2349.226318
	Iteration 32Q: 3 clusters Score -165331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -165332.718750 Penalty: 2349.226318
	Iteration 33Q: 3 clusters Score -165332.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -165333.562500 Penalty: 2349.226318
	Iteration 34Q: 3 clusters Score -165333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -165334.296875 Penalty: 2349.226318
	Iteration 35Q: 3 clusters Score -165334.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -165336.468750 Penalty: 2349.226318
	Iteration 36Q: 3 clusters Score -165336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -165339.046875 Penalty: 2349.226318
	Iteration 37Q: 3 clusters Score -165339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -165341.671875 Penalty: 2349.226318
	Iteration 38Q: 3 clusters Score -165341.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -165342.546875 Penalty: 2349.226318
	Iteration 39Q: 3 clusters Score -165342.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -165343.187500 Penalty: 2349.226318
	Iteration 40F: 3 clusters Score -165343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -165343.687500 Penalty: 2349.226318
	Iteration 41Q: 3 clusters Score -165343.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -165343.687500 Penalty: 2349.226318
	Iteration 42F: 3 clusters Score -165343.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Entering Unmasked Estep 
Score: -1261986.500000 Penalty: 1502.631226
	Iteration 0F: 2 clusters Score -1261986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1254583.125000 Penalty: 3005.262451
	Iteration 0F: 3 clusters Score -1254583 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1257063.250000 Penalty: 3005.262451
	Iteration 1F: 3 clusters Score -1257063 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1257394.125000 Penalty: 3005.262451
	Iteration 2F: 3 clusters Score -1257394 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1257697.000000 Penalty: 3005.262451
	Iteration 3F: 3 clusters Score -1257697 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1257977.125000 Penalty: 3005.262451
	Iteration 4F: 3 clusters Score -1257977 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1258218.500000 Penalty: 3005.262451
	Iteration 5Q: 3 clusters Score -1258218 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1258500.500000 Penalty: 3005.262451
	Iteration 6Q: 3 clusters Score -1258500 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1258815.625000 Penalty: 3005.262451
	Iteration 7Q: 3 clusters Score -1258816 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1259139.125000 Penalty: 3005.262451
	Iteration 8Q: 3 clusters Score -1259139 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1259451.375000 Penalty: 3005.262451
	Iteration 9Q: 3 clusters Score -1259451 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1259736.875000 Penalty: 3005.262451
	Iteration 10Q: 3 clusters Score -1259737 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1259981.625000 Penalty: 3005.262451
	Iteration 11Q: 3 clusters Score -1259982 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1260173.750000 Penalty: 3005.262451
	Iteration 12Q: 3 clusters Score -1260174 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1260343.375000 Penalty: 3005.262451
	Iteration 13Q: 3 clusters Score -1260343 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1260474.125000 Penalty: 3005.262451
	Iteration 14Q: 3 clusters Score -1260474 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1260571.375000 Penalty: 3005.262451
	Iteration 15Q: 3 clusters Score -1260571 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1260632.875000 Penalty: 3005.262451
	Iteration 16Q: 3 clusters Score -1260633 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1260674.750000 Penalty: 3005.262451
	Iteration 17Q: 3 clusters Score -1260675 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1260708.625000 Penalty: 3005.262451
	Iteration 18Q: 3 clusters Score -1260709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1260732.375000 Penalty: 3005.262451
	Iteration 19Q: 3 clusters Score -1260732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1260750.250000 Penalty: 3005.262451
	Iteration 20F: 3 clusters Score -1260750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1260762.750000 Penalty: 3005.262451
	Iteration 21Q: 3 clusters Score -1260763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1260777.750000 Penalty: 3005.262451
	Iteration 22Q: 3 clusters Score -1260778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1260788.875000 Penalty: 3005.262451
	Iteration 23Q: 3 clusters Score -1260789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1260788.250000 Penalty: 3005.262451
	Iteration 24Q: 3 clusters Score -1260788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1260796.625000 Penalty: 3005.262451
	Iteration 25Q: 3 clusters Score -1260797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1260798.125000 Penalty: 3005.262451
	Iteration 26Q: 3 clusters Score -1260798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1260798.125000 Penalty: 3005.262451
	Iteration 27F: 3 clusters Score -1260798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (123110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123110 members 
Entering Unmasked Estep 
Score: -15736113.000000 Penalty: 1904.635498
	Iteration 0F: 2 clusters Score -1.573611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -15655657.000000 Penalty: 3809.270996
	Iteration 0F: 3 clusters Score -1.565566e+07 nChanged 59195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64508 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -15690316.000000 Penalty: 3809.270996
	Iteration 1F: 3 clusters Score -1.569032e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -15691484.000000 Penalty: 3809.270996
	Iteration 2Q: 3 clusters Score -1.569148e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -15692982.000000 Penalty: 3809.270996
	Iteration 3Q: 3 clusters Score -1.569298e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -15695308.000000 Penalty: 3809.270996
	Iteration 4Q: 3 clusters Score -1.569531e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79146 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -15698445.000000 Penalty: 3809.270996
	Iteration 5F: 3 clusters Score -1.569844e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85575 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -15702539.000000 Penalty: 3809.270996
	Iteration 6F: 3 clusters Score -1.570254e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -15707342.000000 Penalty: 3809.270996
	Iteration 7F: 3 clusters Score -1.570734e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -15712145.000000 Penalty: 3809.270996
	Iteration 8F: 3 clusters Score -1.571214e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104474 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -15716755.000000 Penalty: 3809.270996
	Iteration 9Q: 3 clusters Score -1.571676e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109285 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -15721114.000000 Penalty: 3809.270996
	Iteration 10Q: 3 clusters Score -1.572111e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113120 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -15725960.000000 Penalty: 3809.270996
	Iteration 11Q: 3 clusters Score -1.572596e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116471 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -15729374.000000 Penalty: 3809.270996
	Iteration 12Q: 3 clusters Score -1.572937e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119082 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -15731659.000000 Penalty: 3809.270996
	Iteration 13Q: 3 clusters Score -1.573166e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120808 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -15733006.000000 Penalty: 3809.270996
	Iteration 14Q: 3 clusters Score -1.573301e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121764 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -15733622.000000 Penalty: 3809.270996
	Iteration 15Q: 3 clusters Score -1.573362e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122244 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -15733996.000000 Penalty: 3809.270996
	Iteration 16Q: 3 clusters Score -1.5734e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122489 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -15734134.000000 Penalty: 3809.270996
	Iteration 17Q: 3 clusters Score -1.573413e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122606 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -15734286.000000 Penalty: 3809.270996
	Iteration 18Q: 3 clusters Score -1.573429e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122669 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -15734392.000000 Penalty: 3809.270996
	Iteration 19Q: 3 clusters Score -1.573439e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122701 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -15734414.000000 Penalty: 3809.270996
	Iteration 20F: 3 clusters Score -1.573441e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122725 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -15734449.000000 Penalty: 3809.270996
	Iteration 21Q: 3 clusters Score -1.573445e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122739 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -15734468.000000 Penalty: 3809.270996
	Iteration 22Q: 3 clusters Score -1.573447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122750 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -15734483.000000 Penalty: 3809.270996
	Iteration 23Q: 3 clusters Score -1.573448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122751 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -15734490.000000 Penalty: 3809.270996
	Iteration 24Q: 3 clusters Score -1.573449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122756 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15734483.000000 Penalty: 3809.270996
	Iteration 25Q: 3 clusters Score -1.573448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122761 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -15734491.000000 Penalty: 3809.270996
	Iteration 26Q: 3 clusters Score -1.573449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122763 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -15734509.000000 Penalty: 3809.270996
	Iteration 27Q: 3 clusters Score -1.573451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122763 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -15734499.000000 Penalty: 3809.270996
	Iteration 28Q: 3 clusters Score -1.57345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122765 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -15734504.000000 Penalty: 3809.270996
	Iteration 29Q: 3 clusters Score -1.57345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122768 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -15734504.000000 Penalty: 3809.270996
	Iteration 30Q: 3 clusters Score -1.57345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122770 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -15734509.000000 Penalty: 3809.270996
	Iteration 31Q: 3 clusters Score -1.573451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122772 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -15734509.000000 Penalty: 3809.270996
	Iteration 32Q: 3 clusters Score -1.573451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122776 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -15734520.000000 Penalty: 3809.270996
	Iteration 33Q: 3 clusters Score -1.573452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122778 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -15734521.000000 Penalty: 3809.270996
	Iteration 34Q: 3 clusters Score -1.573452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122782 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -15734501.000000 Penalty: 3809.270996
	Iteration 35Q: 3 clusters Score -1.57345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122782 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -15734515.000000 Penalty: 3809.270996
	Iteration 36Q: 3 clusters Score -1.573452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122783 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -15734510.000000 Penalty: 3809.270996
	Iteration 37Q: 3 clusters Score -1.573451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122785 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -15734518.000000 Penalty: 3809.270996
	Iteration 38Q: 3 clusters Score -1.573452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122788 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -15734522.000000 Penalty: 3809.270996
	Iteration 39Q: 3 clusters Score -1.573452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122791 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -15734522.000000 Penalty: 3809.270996
	Iteration 40F: 3 clusters Score -1.573452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122791 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -15734535.000000 Penalty: 3809.270996
	Iteration 41Q: 3 clusters Score -1.573454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122791 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -15734530.000000 Penalty: 3809.270996
	Iteration 42Q: 3 clusters Score -1.573453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122791 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -15734530.000000 Penalty: 3809.270996
	Iteration 43F: 3 clusters Score -1.573453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Entering Unmasked Estep 
Score: -563954.500000 Penalty: 1382.016357
	Iteration 0F: 2 clusters Score -563954.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -560028.562500 Penalty: 2764.032715
	Iteration 0F: 3 clusters Score -560028.6 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -561171.000000 Penalty: 2764.032715
	Iteration 1F: 3 clusters Score -561171 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -561460.312500 Penalty: 2764.032715
	Iteration 2F: 3 clusters Score -561460.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -561700.125000 Penalty: 2764.032715
	Iteration 3F: 3 clusters Score -561700.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -561898.437500 Penalty: 2764.032715
	Iteration 4F: 3 clusters Score -561898.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -562060.562500 Penalty: 2764.032715
	Iteration 5Q: 3 clusters Score -562060.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -562205.562500 Penalty: 2764.032715
	Iteration 6Q: 3 clusters Score -562205.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -562327.000000 Penalty: 2764.032715
	Iteration 7Q: 3 clusters Score -562327 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -562453.312500 Penalty: 2764.032715
	Iteration 8Q: 3 clusters Score -562453.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -562602.937500 Penalty: 2764.032715
	Iteration 9Q: 3 clusters Score -562602.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -562762.625000 Penalty: 2764.032715
	Iteration 10Q: 3 clusters Score -562762.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -562923.875000 Penalty: 2764.032715
	Iteration 11Q: 3 clusters Score -562923.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -563079.000000 Penalty: 2764.032715
	Iteration 12Q: 3 clusters Score -563079 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -563249.812500 Penalty: 2764.032715
	Iteration 13Q: 3 clusters Score -563249.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -563417.625000 Penalty: 2764.032715
	Iteration 14Q: 3 clusters Score -563417.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -563578.000000 Penalty: 2764.032715
	Iteration 15Q: 3 clusters Score -563578 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -563718.375000 Penalty: 2764.032715
	Iteration 16Q: 3 clusters Score -563718.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -563826.625000 Penalty: 2764.032715
	Iteration 17Q: 3 clusters Score -563826.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -563873.312500 Penalty: 2764.032715
	Iteration 18Q: 3 clusters Score -563873.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -563902.312500 Penalty: 2764.032715
	Iteration 19Q: 3 clusters Score -563902.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -563919.375000 Penalty: 2764.032715
	Iteration 20F: 3 clusters Score -563919.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -563924.625000 Penalty: 2764.032715
	Iteration 21Q: 3 clusters Score -563924.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -563926.000000 Penalty: 2764.032715
	Iteration 22Q: 3 clusters Score -563926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -563925.687500 Penalty: 2764.032715
	Iteration 23Q: 3 clusters Score -563925.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -563925.687500 Penalty: 2764.032715
	Iteration 24F: 3 clusters Score -563925.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Entering Unmasked Estep 
Score: -969514.125000 Penalty: 1456.305298
	Iteration 0F: 2 clusters Score -969514.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -963758.937500 Penalty: 2912.610596
	Iteration 0F: 3 clusters Score -963758.9 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -965701.062500 Penalty: 2912.610596
	Iteration 1F: 3 clusters Score -965701.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -966047.437500 Penalty: 2912.610596
	Iteration 2F: 3 clusters Score -966047.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -966376.125000 Penalty: 2912.610596
	Iteration 3F: 3 clusters Score -966376.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -966717.062500 Penalty: 2912.610596
	Iteration 4F: 3 clusters Score -966717.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -967099.687500 Penalty: 2912.610596
	Iteration 5F: 3 clusters Score -967099.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -967469.687500 Penalty: 2912.610596
	Iteration 6F: 3 clusters Score -967469.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -967715.812500 Penalty: 2912.610596
	Iteration 7Q: 3 clusters Score -967715.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -967848.062500 Penalty: 2912.610596
	Iteration 8Q: 3 clusters Score -967848.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -967918.437500 Penalty: 2912.610596
	Iteration 9Q: 3 clusters Score -967918.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -967949.562500 Penalty: 2912.610596
	Iteration 10Q: 3 clusters Score -967949.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -967969.750000 Penalty: 2912.610596
	Iteration 11Q: 3 clusters Score -967969.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -967983.937500 Penalty: 2912.610596
	Iteration 12Q: 3 clusters Score -967983.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -967997.062500 Penalty: 2912.610596
	Iteration 13Q: 3 clusters Score -967997.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -968008.500000 Penalty: 2912.610596
	Iteration 14Q: 3 clusters Score -968008.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -968013.375000 Penalty: 2912.610596
	Iteration 15Q: 3 clusters Score -968013.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -968018.812500 Penalty: 2912.610596
	Iteration 16Q: 3 clusters Score -968018.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -968024.125000 Penalty: 2912.610596
	Iteration 17Q: 3 clusters Score -968024.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -968030.000000 Penalty: 2912.610596
	Iteration 18Q: 3 clusters Score -968030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -968034.187500 Penalty: 2912.610596
	Iteration 19Q: 3 clusters Score -968034.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -968042.000000 Penalty: 2912.610596
	Iteration 20F: 3 clusters Score -968042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -968046.875000 Penalty: 2912.610596
	Iteration 21Q: 3 clusters Score -968046.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -968051.125000 Penalty: 2912.610596
	Iteration 22Q: 3 clusters Score -968051.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -968055.500000 Penalty: 2912.610596
	Iteration 23Q: 3 clusters Score -968055.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -968064.062500 Penalty: 2912.610596
	Iteration 24Q: 3 clusters Score -968064.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -968071.437500 Penalty: 2912.610596
	Iteration 25Q: 3 clusters Score -968071.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -968074.750000 Penalty: 2912.610596
	Iteration 26Q: 3 clusters Score -968074.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -968075.937500 Penalty: 2912.610596
	Iteration 27Q: 3 clusters Score -968075.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -968078.125000 Penalty: 2912.610596
	Iteration 28Q: 3 clusters Score -968078.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -968079.125000 Penalty: 2912.610596
	Iteration 29Q: 3 clusters Score -968079.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -968082.562500 Penalty: 2912.610596
	Iteration 30Q: 3 clusters Score -968082.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -968084.125000 Penalty: 2912.610596
	Iteration 31Q: 3 clusters Score -968084.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -968089.062500 Penalty: 2912.610596
	Iteration 32Q: 3 clusters Score -968089.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -968091.187500 Penalty: 2912.610596
	Iteration 33Q: 3 clusters Score -968091.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -968092.062500 Penalty: 2912.610596
	Iteration 34Q: 3 clusters Score -968092.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -968095.875000 Penalty: 2912.610596
	Iteration 35Q: 3 clusters Score -968095.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -968097.500000 Penalty: 2912.610596
	Iteration 36Q: 3 clusters Score -968097.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -968101.687500 Penalty: 2912.610596
	Iteration 37Q: 3 clusters Score -968101.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -968106.062500 Penalty: 2912.610596
	Iteration 38Q: 3 clusters Score -968106.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -968108.562500 Penalty: 2912.610596
	Iteration 39Q: 3 clusters Score -968108.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -968112.375000 Penalty: 2912.610596
	Iteration 40F: 3 clusters Score -968112.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -968111.187500 Penalty: 2912.610596
	Iteration 41Q: 3 clusters Score -968111.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -968113.625000 Penalty: 2912.610596
	Iteration 42Q: 3 clusters Score -968113.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -968117.312500 Penalty: 2912.610596
	Iteration 43Q: 3 clusters Score -968117.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -968122.312500 Penalty: 2912.610596
	Iteration 44Q: 3 clusters Score -968122.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -968126.937500 Penalty: 2912.610596
	Iteration 45Q: 3 clusters Score -968126.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -968128.625000 Penalty: 2912.610596
	Iteration 46Q: 3 clusters Score -968128.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -968132.625000 Penalty: 2912.610596
	Iteration 47Q: 3 clusters Score -968132.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -968134.187500 Penalty: 2912.610596
	Iteration 48Q: 3 clusters Score -968134.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -968137.937500 Penalty: 2912.610596
	Iteration 49Q: 3 clusters Score -968137.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -968142.375000 Penalty: 2912.610596
	Iteration 50Q: 3 clusters Score -968142.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -968148.437500 Penalty: 2912.610596
	Iteration 51Q: 3 clusters Score -968148.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -968162.062500 Penalty: 2912.610596
	Iteration 52Q: 3 clusters Score -968162.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -968176.187500 Penalty: 2912.610596
	Iteration 53Q: 3 clusters Score -968176.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -968190.187500 Penalty: 2912.610596
	Iteration 54Q: 3 clusters Score -968190.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -968201.312500 Penalty: 2912.610596
	Iteration 55Q: 3 clusters Score -968201.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -968219.125000 Penalty: 2912.610596
	Iteration 56Q: 3 clusters Score -968219.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -968239.625000 Penalty: 2912.610596
	Iteration 57Q: 3 clusters Score -968239.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -968252.937500 Penalty: 2912.610596
	Iteration 58Q: 3 clusters Score -968252.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -968263.187500 Penalty: 2912.610596
	Iteration 59Q: 3 clusters Score -968263.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -968273.750000 Penalty: 2912.610596
	Iteration 60F: 3 clusters Score -968273.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -968285.500000 Penalty: 2912.610596
	Iteration 61Q: 3 clusters Score -968285.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -968299.812500 Penalty: 2912.610596
	Iteration 62Q: 3 clusters Score -968299.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -968324.000000 Penalty: 2912.610596
	Iteration 63Q: 3 clusters Score -968324 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -968341.562500 Penalty: 2912.610596
	Iteration 64Q: 3 clusters Score -968341.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -968361.437500 Penalty: 2912.610596
	Iteration 65Q: 3 clusters Score -968361.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -968375.375000 Penalty: 2912.610596
	Iteration 66Q: 3 clusters Score -968375.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -968387.062500 Penalty: 2912.610596
	Iteration 67Q: 3 clusters Score -968387.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -968395.812500 Penalty: 2912.610596
	Iteration 68Q: 3 clusters Score -968395.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -968405.937500 Penalty: 2912.610596
	Iteration 69Q: 3 clusters Score -968405.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -968415.625000 Penalty: 2912.610596
	Iteration 70Q: 3 clusters Score -968415.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -968425.562500 Penalty: 2912.610596
	Iteration 71Q: 3 clusters Score -968425.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -968432.062500 Penalty: 2912.610596
	Iteration 72Q: 3 clusters Score -968432.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -968440.062500 Penalty: 2912.610596
	Iteration 73Q: 3 clusters Score -968440.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -968444.687500 Penalty: 2912.610596
	Iteration 74Q: 3 clusters Score -968444.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -968450.562500 Penalty: 2912.610596
	Iteration 75Q: 3 clusters Score -968450.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -968454.625000 Penalty: 2912.610596
	Iteration 76Q: 3 clusters Score -968454.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -968460.937500 Penalty: 2912.610596
	Iteration 77Q: 3 clusters Score -968460.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -968469.250000 Penalty: 2912.610596
	Iteration 78Q: 3 clusters Score -968469.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -968481.312500 Penalty: 2912.610596
	Iteration 79Q: 3 clusters Score -968481.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -968492.375000 Penalty: 2912.610596
	Iteration 80F: 3 clusters Score -968492.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -968502.500000 Penalty: 2912.610596
	Iteration 81Q: 3 clusters Score -968502.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -968510.625000 Penalty: 2912.610596
	Iteration 82Q: 3 clusters Score -968510.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -968516.250000 Penalty: 2912.610596
	Iteration 83Q: 3 clusters Score -968516.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -968521.937500 Penalty: 2912.610596
	Iteration 84Q: 3 clusters Score -968521.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -968530.750000 Penalty: 2912.610596
	Iteration 85Q: 3 clusters Score -968530.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -968535.687500 Penalty: 2912.610596
	Iteration 86Q: 3 clusters Score -968535.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -968539.187500 Penalty: 2912.610596
	Iteration 87Q: 3 clusters Score -968539.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -968540.125000 Penalty: 2912.610596
	Iteration 88Q: 3 clusters Score -968540.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -968549.687500 Penalty: 2912.610596
	Iteration 89Q: 3 clusters Score -968549.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -968550.687500 Penalty: 2912.610596
	Iteration 90Q: 3 clusters Score -968550.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -968553.437500 Penalty: 2912.610596
	Iteration 91Q: 3 clusters Score -968553.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -968555.250000 Penalty: 2912.610596
	Iteration 92Q: 3 clusters Score -968555.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -968558.812500 Penalty: 2912.610596
	Iteration 93Q: 3 clusters Score -968558.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -968561.500000 Penalty: 2912.610596
	Iteration 94Q: 3 clusters Score -968561.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -968560.437500 Penalty: 2912.610596
	Iteration 95Q: 3 clusters Score -968560.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -968562.000000 Penalty: 2912.610596
	Iteration 96Q: 3 clusters Score -968562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -968563.000000 Penalty: 2912.610596
	Iteration 97Q: 3 clusters Score -968563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -968564.062500 Penalty: 2912.610596
	Iteration 98Q: 3 clusters Score -968564.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -968564.062500 Penalty: 2912.610596
	Iteration 99F: 3 clusters Score -968564.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (123891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123891 members 
Entering Unmasked Estep 
Score: -15809216.000000 Penalty: 1905.663086
	Iteration 0F: 2 clusters Score -1.580922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -15729330.000000 Penalty: 3811.326172
	Iteration 0F: 3 clusters Score -1.572933e+07 nChanged 59175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -15763848.000000 Penalty: 3811.326172
	Iteration 1F: 3 clusters Score -1.576385e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -15764688.000000 Penalty: 3811.326172
	Iteration 2Q: 3 clusters Score -1.576469e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -15765807.000000 Penalty: 3811.326172
	Iteration 3Q: 3 clusters Score -1.576581e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -15767412.000000 Penalty: 3811.326172
	Iteration 4Q: 3 clusters Score -1.576741e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -15769667.000000 Penalty: 3811.326172
	Iteration 5Q: 3 clusters Score -1.576967e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 78710 members 
Entering Unmasked Estep 
Score: -15773175.000000 Penalty: 3811.326172
	Iteration 6F: 3 clusters Score -1.577318e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -15778338.000000 Penalty: 3811.326172
	Iteration 7F: 3 clusters Score -1.577834e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 92369 members 
Entering Unmasked Estep 
Score: -15784233.000000 Penalty: 3811.326172
	Iteration 8F: 3 clusters Score -1.578423e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 98467 members 
Entering Unmasked Estep 
Score: -15789458.000000 Penalty: 3811.326172
	Iteration 9F: 3 clusters Score -1.578946e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 102929 members 
Entering Unmasked Estep 
Score: -15793555.000000 Penalty: 3811.326172
	Iteration 10Q: 3 clusters Score -1.579356e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 106088 members 
Entering Unmasked Estep 
Score: -15796254.000000 Penalty: 3811.326172
	Iteration 11Q: 3 clusters Score -1.579625e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 108514 members 
Entering Unmasked Estep 
Score: -15797921.000000 Penalty: 3811.326172
	Iteration 12Q: 3 clusters Score -1.579792e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 110636 members 
Entering Unmasked Estep 
Score: -15799737.000000 Penalty: 3811.326172
	Iteration 13Q: 3 clusters Score -1.579974e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 112653 members 
Entering Unmasked Estep 
Score: -15801488.000000 Penalty: 3811.326172
	Iteration 14Q: 3 clusters Score -1.580149e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 114583 members 
Entering Unmasked Estep 
Score: -15802781.000000 Penalty: 3811.326172
	Iteration 15Q: 3 clusters Score -1.580278e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 116384 members 
Entering Unmasked Estep 
Score: -15804021.000000 Penalty: 3811.326172
	Iteration 16Q: 3 clusters Score -1.580402e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 117979 members 
Entering Unmasked Estep 
Score: -15804923.000000 Penalty: 3811.326172
	Iteration 17Q: 3 clusters Score -1.580492e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 119368 members 
Entering Unmasked Estep 
Score: -15805611.000000 Penalty: 3811.326172
	Iteration 18Q: 3 clusters Score -1.580561e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 120483 members 
Entering Unmasked Estep 
Score: -15806286.000000 Penalty: 3811.326172
	Iteration 19Q: 3 clusters Score -1.580629e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 121361 members 
Entering Unmasked Estep 
Score: -15806668.000000 Penalty: 3811.326172
	Iteration 20F: 3 clusters Score -1.580667e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 122045 members 
Entering Unmasked Estep 
Score: -15807005.000000 Penalty: 3811.326172
	Iteration 21Q: 3 clusters Score -1.5807e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 122512 members 
Entering Unmasked Estep 
Score: -15807204.000000 Penalty: 3811.326172
	Iteration 22Q: 3 clusters Score -1.58072e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 122820 members 
Entering Unmasked Estep 
Score: -15807399.000000 Penalty: 3811.326172
	Iteration 23Q: 3 clusters Score -1.58074e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 123017 members 
Entering Unmasked Estep 
Score: -15807505.000000 Penalty: 3811.326172
	Iteration 24Q: 3 clusters Score -1.58075e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 123150 members 
Entering Unmasked Estep 
Score: -15807577.000000 Penalty: 3811.326172
	Iteration 25Q: 3 clusters Score -1.580758e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 123243 members 
Entering Unmasked Estep 
Score: -15807650.000000 Penalty: 3811.326172
	Iteration 26Q: 3 clusters Score -1.580765e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 123319 members 
Entering Unmasked Estep 
Score: -15807706.000000 Penalty: 3811.326172
	Iteration 27Q: 3 clusters Score -1.580771e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 123358 members 
Entering Unmasked Estep 
Score: -15807730.000000 Penalty: 3811.326172
	Iteration 28Q: 3 clusters Score -1.580773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 123376 members 
Entering Unmasked Estep 
Score: -15807753.000000 Penalty: 3811.326172
	Iteration 29Q: 3 clusters Score -1.580775e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 123400 members 
Entering Unmasked Estep 
Score: -15807770.000000 Penalty: 3811.326172
	Iteration 30Q: 3 clusters Score -1.580777e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 123418 members 
Entering Unmasked Estep 
Score: -15807787.000000 Penalty: 3811.326172
	Iteration 31Q: 3 clusters Score -1.580779e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 123432 members 
Entering Unmasked Estep 
Score: -15807797.000000 Penalty: 3811.326172
	Iteration 32Q: 3 clusters Score -1.58078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 123438 members 
Entering Unmasked Estep 
Score: -15807807.000000 Penalty: 3811.326172
	Iteration 33Q: 3 clusters Score -1.580781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 123442 members 
Entering Unmasked Estep 
Score: -15807803.000000 Penalty: 3811.326172
	Iteration 34Q: 3 clusters Score -1.58078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 123448 members 
Entering Unmasked Estep 
Score: -15807801.000000 Penalty: 3811.326172
	Iteration 35Q: 3 clusters Score -1.58078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 123452 members 
Entering Unmasked Estep 
Score: -15807817.000000 Penalty: 3811.326172
	Iteration 36Q: 3 clusters Score -1.580782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 123457 members 
Entering Unmasked Estep 
Score: -15807823.000000 Penalty: 3811.326172
	Iteration 37Q: 3 clusters Score -1.580782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 123457 members 
Entering Unmasked Estep 
Score: -15807821.000000 Penalty: 3811.326172
	Iteration 38Q: 3 clusters Score -1.580782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 123458 members 
Entering Unmasked Estep 
Score: -15807830.000000 Penalty: 3811.326172
	Iteration 39Q: 3 clusters Score -1.580783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 123458 members 
Entering Unmasked Estep 
Score: -15807830.000000 Penalty: 3811.326172
	Iteration 40F: 3 clusters Score -1.580783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 123457 members 
Entering Unmasked Estep 
Score: -15807828.000000 Penalty: 3811.326172
	Iteration 41Q: 3 clusters Score -1.580783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 123457 members 
Entering Unmasked Estep 
Score: -15807828.000000 Penalty: 3811.326172
	Iteration 42F: 3 clusters Score -1.580783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Entering Unmasked Estep 
Score: -437685.531250 Penalty: 1317.504517
	Iteration 0F: 2 clusters Score -437685.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -434799.843750 Penalty: 2635.009033
	Iteration 0F: 3 clusters Score -434799.8 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -435479.218750 Penalty: 2635.009033
	Iteration 1F: 3 clusters Score -435479.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -435631.000000 Penalty: 2635.009033
	Iteration 2F: 3 clusters Score -435631 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -435722.218750 Penalty: 2635.009033
	Iteration 3Q: 3 clusters Score -435722.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -435784.687500 Penalty: 2635.009033
	Iteration 4Q: 3 clusters Score -435784.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -435825.968750 Penalty: 2635.009033
	Iteration 5Q: 3 clusters Score -435826 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -435852.500000 Penalty: 2635.009033
	Iteration 6Q: 3 clusters Score -435852.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -435875.718750 Penalty: 2635.009033
	Iteration 7Q: 3 clusters Score -435875.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -435898.656250 Penalty: 2635.009033
	Iteration 8Q: 3 clusters Score -435898.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -435926.343750 Penalty: 2635.009033
	Iteration 9Q: 3 clusters Score -435926.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -435950.031250 Penalty: 2635.009033
	Iteration 10Q: 3 clusters Score -435950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -435976.093750 Penalty: 2635.009033
	Iteration 11Q: 3 clusters Score -435976.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -435999.406250 Penalty: 2635.009033
	Iteration 12Q: 3 clusters Score -435999.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -436030.937500 Penalty: 2635.009033
	Iteration 13Q: 3 clusters Score -436030.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -436063.125000 Penalty: 2635.009033
	Iteration 14Q: 3 clusters Score -436063.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -436096.093750 Penalty: 2635.009033
	Iteration 15Q: 3 clusters Score -436096.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -436129.343750 Penalty: 2635.009033
	Iteration 16Q: 3 clusters Score -436129.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -436168.343750 Penalty: 2635.009033
	Iteration 17Q: 3 clusters Score -436168.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -436206.062500 Penalty: 2635.009033
	Iteration 18Q: 3 clusters Score -436206.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -436250.343750 Penalty: 2635.009033
	Iteration 19Q: 3 clusters Score -436250.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -436297.031250 Penalty: 2635.009033
	Iteration 20F: 3 clusters Score -436297 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -436346.312500 Penalty: 2635.009033
	Iteration 21Q: 3 clusters Score -436346.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -436382.562500 Penalty: 2635.009033
	Iteration 22Q: 3 clusters Score -436382.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -436410.125000 Penalty: 2635.009033
	Iteration 23Q: 3 clusters Score -436410.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -436433.125000 Penalty: 2635.009033
	Iteration 24Q: 3 clusters Score -436433.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -436450.062500 Penalty: 2635.009033
	Iteration 25Q: 3 clusters Score -436450.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -436464.406250 Penalty: 2635.009033
	Iteration 26Q: 3 clusters Score -436464.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -436481.281250 Penalty: 2635.009033
	Iteration 27Q: 3 clusters Score -436481.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -436506.843750 Penalty: 2635.009033
	Iteration 28Q: 3 clusters Score -436506.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -436521.062500 Penalty: 2635.009033
	Iteration 29Q: 3 clusters Score -436521.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -436528.093750 Penalty: 2635.009033
	Iteration 30Q: 3 clusters Score -436528.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -436530.906250 Penalty: 2635.009033
	Iteration 31Q: 3 clusters Score -436530.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -436532.406250 Penalty: 2635.009033
	Iteration 32Q: 3 clusters Score -436532.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -436533.031250 Penalty: 2635.009033
	Iteration 33Q: 3 clusters Score -436533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -436533.437500 Penalty: 2635.009033
	Iteration 34Q: 3 clusters Score -436533.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -436534.281250 Penalty: 2635.009033
	Iteration 35Q: 3 clusters Score -436534.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -436536.343750 Penalty: 2635.009033
	Iteration 36Q: 3 clusters Score -436536.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -436537.093750 Penalty: 2635.009033
	Iteration 37Q: 3 clusters Score -436537.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -436537.062500 Penalty: 2635.009033
	Iteration 38Q: 3 clusters Score -436537.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -436538.031250 Penalty: 2635.009033
	Iteration 39Q: 3 clusters Score -436538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -436538.437500 Penalty: 2635.009033
	Iteration 40F: 3 clusters Score -436538.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -436539.875000 Penalty: 2635.009033
	Iteration 41Q: 3 clusters Score -436539.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -436539.875000 Penalty: 2635.009033
	Iteration 42F: 3 clusters Score -436539.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -25801.441406 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -25801.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24997.904297 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -24997.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25327.880859 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -25327.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25523.906250 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -25523.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25648.958984 Penalty: 1842.711304
	Iteration 3F: 3 clusters Score -25648.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25718.873047 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -25718.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25735.478516 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -25735.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25738.054688 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -25738.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25738.054688 Penalty: 1842.711304
	Iteration 7F: 3 clusters Score -25738.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Entering Unmasked Estep 
Score: -1801918.625000 Penalty: 1555.991211
	Iteration 0F: 2 clusters Score -1801919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1791855.500000 Penalty: 3111.982422
	Iteration 0F: 3 clusters Score -1791856 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1795356.000000 Penalty: 3111.982422
	Iteration 1F: 3 clusters Score -1795356 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1795617.625000 Penalty: 3111.982422
	Iteration 2F: 3 clusters Score -1795618 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1795846.875000 Penalty: 3111.982422
	Iteration 3Q: 3 clusters Score -1795847 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1796055.500000 Penalty: 3111.982422
	Iteration 4Q: 3 clusters Score -1796056 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1796254.625000 Penalty: 3111.982422
	Iteration 5Q: 3 clusters Score -1796255 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1796490.250000 Penalty: 3111.982422
	Iteration 6Q: 3 clusters Score -1796490 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1796781.500000 Penalty: 3111.982422
	Iteration 7Q: 3 clusters Score -1796782 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1797100.875000 Penalty: 3111.982422
	Iteration 8Q: 3 clusters Score -1797101 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1797464.875000 Penalty: 3111.982422
	Iteration 9Q: 3 clusters Score -1797465 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1797863.500000 Penalty: 3111.982422
	Iteration 10Q: 3 clusters Score -1797864 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1798281.500000 Penalty: 3111.982422
	Iteration 11Q: 3 clusters Score -1798282 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1798631.875000 Penalty: 3111.982422
	Iteration 12Q: 3 clusters Score -1798632 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1798971.625000 Penalty: 3111.982422
	Iteration 13Q: 3 clusters Score -1798972 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1799311.500000 Penalty: 3111.982422
	Iteration 14Q: 3 clusters Score -1799312 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1799584.625000 Penalty: 3111.982422
	Iteration 15Q: 3 clusters Score -1799585 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1799788.125000 Penalty: 3111.982422
	Iteration 16Q: 3 clusters Score -1799788 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1799924.625000 Penalty: 3111.982422
	Iteration 17Q: 3 clusters Score -1799925 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1800043.125000 Penalty: 3111.982422
	Iteration 18Q: 3 clusters Score -1800043 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1800153.750000 Penalty: 3111.982422
	Iteration 19Q: 3 clusters Score -1800154 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1800257.375000 Penalty: 3111.982422
	Iteration 20F: 3 clusters Score -1800257 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1800309.875000 Penalty: 3111.982422
	Iteration 21Q: 3 clusters Score -1800310 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1800365.375000 Penalty: 3111.982422
	Iteration 22Q: 3 clusters Score -1800365 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1800417.000000 Penalty: 3111.982422
	Iteration 23Q: 3 clusters Score -1800417 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1800461.375000 Penalty: 3111.982422
	Iteration 24Q: 3 clusters Score -1800461 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1800487.375000 Penalty: 3111.982422
	Iteration 25Q: 3 clusters Score -1800487 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1800517.250000 Penalty: 3111.982422
	Iteration 26Q: 3 clusters Score -1800517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1800540.125000 Penalty: 3111.982422
	Iteration 27Q: 3 clusters Score -1800540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1800563.000000 Penalty: 3111.982422
	Iteration 28Q: 3 clusters Score -1800563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1800588.625000 Penalty: 3111.982422
	Iteration 29Q: 3 clusters Score -1800589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1800606.500000 Penalty: 3111.982422
	Iteration 30Q: 3 clusters Score -1800606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1800617.125000 Penalty: 3111.982422
	Iteration 31Q: 3 clusters Score -1800617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1800625.750000 Penalty: 3111.982422
	Iteration 32Q: 3 clusters Score -1800626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1800628.375000 Penalty: 3111.982422
	Iteration 33Q: 3 clusters Score -1800628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1800638.125000 Penalty: 3111.982422
	Iteration 34Q: 3 clusters Score -1800638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1800644.750000 Penalty: 3111.982422
	Iteration 35Q: 3 clusters Score -1800645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1800647.500000 Penalty: 3111.982422
	Iteration 36Q: 3 clusters Score -1800648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1800650.125000 Penalty: 3111.982422
	Iteration 37Q: 3 clusters Score -1800650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1800648.875000 Penalty: 3111.982422
	Iteration 38Q: 3 clusters Score -1800649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1800650.625000 Penalty: 3111.982422
	Iteration 39Q: 3 clusters Score -1800651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1800652.000000 Penalty: 3111.982422
	Iteration 40F: 3 clusters Score -1800652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1800651.875000 Penalty: 3111.982422
	Iteration 41Q: 3 clusters Score -1800652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1800652.750000 Penalty: 3111.982422
	Iteration 42Q: 3 clusters Score -1800653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1800653.000000 Penalty: 3111.982422
	Iteration 43Q: 3 clusters Score -1800653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1800653.000000 Penalty: 3111.982422
	Iteration 44F: 3 clusters Score -1800653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Entering Unmasked Estep 
Score: -4754421.000000 Penalty: 1722.257568
	Iteration 0F: 2 clusters Score -4754421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4727669.000000 Penalty: 3444.515137
	Iteration 0F: 3 clusters Score -4727669 nChanged 18806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -4738920.000000 Penalty: 3444.515137
	Iteration 1F: 3 clusters Score -4738920 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -4740066.500000 Penalty: 3444.515137
	Iteration 2F: 3 clusters Score -4740066 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -4741497.000000 Penalty: 3444.515137
	Iteration 3F: 3 clusters Score -4741497 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -4743072.500000 Penalty: 3444.515137
	Iteration 4F: 3 clusters Score -4743072 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -4744553.000000 Penalty: 3444.515137
	Iteration 5F: 3 clusters Score -4744553 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -4745824.500000 Penalty: 3444.515137
	Iteration 6F: 3 clusters Score -4745824 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -4746927.500000 Penalty: 3444.515137
	Iteration 7Q: 3 clusters Score -4746928 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -4747803.000000 Penalty: 3444.515137
	Iteration 8Q: 3 clusters Score -4747803 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -4748508.000000 Penalty: 3444.515137
	Iteration 9Q: 3 clusters Score -4748508 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -4749028.000000 Penalty: 3444.515137
	Iteration 10Q: 3 clusters Score -4749028 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -4749414.500000 Penalty: 3444.515137
	Iteration 11Q: 3 clusters Score -4749414 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -4749697.000000 Penalty: 3444.515137
	Iteration 12Q: 3 clusters Score -4749697 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -4749956.500000 Penalty: 3444.515137
	Iteration 13Q: 3 clusters Score -4749956 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -4750144.000000 Penalty: 3444.515137
	Iteration 14Q: 3 clusters Score -4750144 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -4750349.500000 Penalty: 3444.515137
	Iteration 15Q: 3 clusters Score -4750350 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -4750511.500000 Penalty: 3444.515137
	Iteration 16Q: 3 clusters Score -4750512 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -4750710.500000 Penalty: 3444.515137
	Iteration 17Q: 3 clusters Score -4750710 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -4750913.500000 Penalty: 3444.515137
	Iteration 18Q: 3 clusters Score -4750914 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -4751077.500000 Penalty: 3444.515137
	Iteration 19Q: 3 clusters Score -4751078 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -4751281.000000 Penalty: 3444.515137
	Iteration 20F: 3 clusters Score -4751281 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -4751486.500000 Penalty: 3444.515137
	Iteration 21Q: 3 clusters Score -4751486 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -4751694.500000 Penalty: 3444.515137
	Iteration 22Q: 3 clusters Score -4751694 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4751853.500000 Penalty: 3444.515137
	Iteration 23Q: 3 clusters Score -4751854 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -4752026.000000 Penalty: 3444.515137
	Iteration 24Q: 3 clusters Score -4752026 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -4752184.500000 Penalty: 3444.515137
	Iteration 25Q: 3 clusters Score -4752184 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -4752346.000000 Penalty: 3444.515137
	Iteration 26Q: 3 clusters Score -4752346 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -4752503.000000 Penalty: 3444.515137
	Iteration 27Q: 3 clusters Score -4752503 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -4752643.500000 Penalty: 3444.515137
	Iteration 28Q: 3 clusters Score -4752644 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -4752796.500000 Penalty: 3444.515137
	Iteration 29Q: 3 clusters Score -4752796 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -4752918.000000 Penalty: 3444.515137
	Iteration 30Q: 3 clusters Score -4752918 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -4753061.500000 Penalty: 3444.515137
	Iteration 31Q: 3 clusters Score -4753062 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4753172.500000 Penalty: 3444.515137
	Iteration 32Q: 3 clusters Score -4753172 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -4753268.000000 Penalty: 3444.515137
	Iteration 33Q: 3 clusters Score -4753268 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -4753336.500000 Penalty: 3444.515137
	Iteration 34Q: 3 clusters Score -4753336 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -4753406.000000 Penalty: 3444.515137
	Iteration 35Q: 3 clusters Score -4753406 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -4753453.500000 Penalty: 3444.515137
	Iteration 36Q: 3 clusters Score -4753454 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -4753497.000000 Penalty: 3444.515137
	Iteration 37Q: 3 clusters Score -4753497 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -4753525.500000 Penalty: 3444.515137
	Iteration 38Q: 3 clusters Score -4753526 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -4753546.500000 Penalty: 3444.515137
	Iteration 39Q: 3 clusters Score -4753546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -4753559.500000 Penalty: 3444.515137
	Iteration 40F: 3 clusters Score -4753560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -4753578.000000 Penalty: 3444.515137
	Iteration 41Q: 3 clusters Score -4753578 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -4753591.500000 Penalty: 3444.515137
	Iteration 42Q: 3 clusters Score -4753592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -4753602.500000 Penalty: 3444.515137
	Iteration 43Q: 3 clusters Score -4753602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -4753613.500000 Penalty: 3444.515137
	Iteration 44Q: 3 clusters Score -4753614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -4753620.500000 Penalty: 3444.515137
	Iteration 45Q: 3 clusters Score -4753620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -4753624.000000 Penalty: 3444.515137
	Iteration 46Q: 3 clusters Score -4753624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -4753620.500000 Penalty: 3444.515137
	Iteration 47Q: 3 clusters Score -4753620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -4753637.000000 Penalty: 3444.515137
	Iteration 48Q: 3 clusters Score -4753637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -4753633.000000 Penalty: 3444.515137
	Iteration 49Q: 3 clusters Score -4753633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -4753637.000000 Penalty: 3444.515137
	Iteration 50Q: 3 clusters Score -4753637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -4753637.500000 Penalty: 3444.515137
	Iteration 51Q: 3 clusters Score -4753638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -4753633.500000 Penalty: 3444.515137
	Iteration 52Q: 3 clusters Score -4753634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -4753641.000000 Penalty: 3444.515137
	Iteration 53Q: 3 clusters Score -4753641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -4753640.500000 Penalty: 3444.515137
	Iteration 54Q: 3 clusters Score -4753640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -4753634.000000 Penalty: 3444.515137
	Iteration 55Q: 3 clusters Score -4753634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -4753643.500000 Penalty: 3444.515137
	Iteration 56Q: 3 clusters Score -4753644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -4753642.000000 Penalty: 3444.515137
	Iteration 57Q: 3 clusters Score -4753642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -4753646.500000 Penalty: 3444.515137
	Iteration 58Q: 3 clusters Score -4753646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -4753650.000000 Penalty: 3444.515137
	Iteration 59Q: 3 clusters Score -4753650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -4753652.500000 Penalty: 3444.515137
	Iteration 60F: 3 clusters Score -4753652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Entering Unmasked Estep 
Score: -943112.125000 Penalty: 1449.367676
	Iteration 0F: 2 clusters Score -943112.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -937548.937500 Penalty: 2898.735352
	Iteration 0F: 3 clusters Score -937548.9 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -939366.437500 Penalty: 2898.735352
	Iteration 1F: 3 clusters Score -939366.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -939715.937500 Penalty: 2898.735352
	Iteration 2F: 3 clusters Score -939715.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -940061.125000 Penalty: 2898.735352
	Iteration 3F: 3 clusters Score -940061.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -940371.125000 Penalty: 2898.735352
	Iteration 4F: 3 clusters Score -940371.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -940691.312500 Penalty: 2898.735352
	Iteration 5F: 3 clusters Score -940691.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -940957.312500 Penalty: 2898.735352
	Iteration 6F: 3 clusters Score -940957.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -941210.250000 Penalty: 2898.735352
	Iteration 7Q: 3 clusters Score -941210.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -941433.187500 Penalty: 2898.735352
	Iteration 8Q: 3 clusters Score -941433.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -941617.625000 Penalty: 2898.735352
	Iteration 9Q: 3 clusters Score -941617.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -941736.437500 Penalty: 2898.735352
	Iteration 10Q: 3 clusters Score -941736.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -941827.437500 Penalty: 2898.735352
	Iteration 11Q: 3 clusters Score -941827.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -941883.437500 Penalty: 2898.735352
	Iteration 12Q: 3 clusters Score -941883.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -941910.875000 Penalty: 2898.735352
	Iteration 13Q: 3 clusters Score -941910.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -941926.312500 Penalty: 2898.735352
	Iteration 14Q: 3 clusters Score -941926.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -941945.250000 Penalty: 2898.735352
	Iteration 15Q: 3 clusters Score -941945.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -941960.000000 Penalty: 2898.735352
	Iteration 16Q: 3 clusters Score -941960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -941973.625000 Penalty: 2898.735352
	Iteration 17Q: 3 clusters Score -941973.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -941984.750000 Penalty: 2898.735352
	Iteration 18Q: 3 clusters Score -941984.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -941988.687500 Penalty: 2898.735352
	Iteration 19Q: 3 clusters Score -941988.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -941994.312500 Penalty: 2898.735352
	Iteration 20F: 3 clusters Score -941994.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -941999.062500 Penalty: 2898.735352
	Iteration 21Q: 3 clusters Score -941999.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -941999.062500 Penalty: 2898.735352
	Iteration 22Q: 3 clusters Score -941999.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -942000.437500 Penalty: 2898.735352
	Iteration 23Q: 3 clusters Score -942000.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -942000.250000 Penalty: 2898.735352
	Iteration 24Q: 3 clusters Score -942000.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -942002.312500 Penalty: 2898.735352
	Iteration 25Q: 3 clusters Score -942002.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -942003.250000 Penalty: 2898.735352
	Iteration 26Q: 3 clusters Score -942003.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -942003.625000 Penalty: 2898.735352
	Iteration 27Q: 3 clusters Score -942003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -942003.937500 Penalty: 2898.735352
	Iteration 28Q: 3 clusters Score -942003.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -942005.625000 Penalty: 2898.735352
	Iteration 29Q: 3 clusters Score -942005.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -942005.500000 Penalty: 2898.735352
	Iteration 30Q: 3 clusters Score -942005.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -942006.250000 Penalty: 2898.735352
	Iteration 31Q: 3 clusters Score -942006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -942007.062500 Penalty: 2898.735352
	Iteration 32Q: 3 clusters Score -942007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -942007.125000 Penalty: 2898.735352
	Iteration 33Q: 3 clusters Score -942007.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -942006.250000 Penalty: 2898.735352
	Iteration 34Q: 3 clusters Score -942006.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -942008.687500 Penalty: 2898.735352
	Iteration 35Q: 3 clusters Score -942008.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -942007.750000 Penalty: 2898.735352
	Iteration 36Q: 3 clusters Score -942007.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -942009.750000 Penalty: 2898.735352
	Iteration 37Q: 3 clusters Score -942009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -942010.500000 Penalty: 2898.735352
	Iteration 38Q: 3 clusters Score -942010.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -942009.937500 Penalty: 2898.735352
	Iteration 39Q: 3 clusters Score -942009.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -942011.375000 Penalty: 2898.735352
	Iteration 40F: 3 clusters Score -942011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -942010.250000 Penalty: 2898.735352
	Iteration 41Q: 3 clusters Score -942010.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -942010.250000 Penalty: 2898.735352
	Iteration 42F: 3 clusters Score -942010.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Entering Unmasked Estep 
Score: -687485.687500 Penalty: 1397.689575
	Iteration 0F: 2 clusters Score -687485.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -683221.187500 Penalty: 2795.379150
	Iteration 0F: 3 clusters Score -683221.2 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -684500.562500 Penalty: 2795.379150
	Iteration 1F: 3 clusters Score -684500.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -684780.125000 Penalty: 2795.379150
	Iteration 2F: 3 clusters Score -684780.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -685034.062500 Penalty: 2795.379150
	Iteration 3F: 3 clusters Score -685034.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -685282.875000 Penalty: 2795.379150
	Iteration 4F: 3 clusters Score -685282.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -685477.812500 Penalty: 2795.379150
	Iteration 5F: 3 clusters Score -685477.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -685638.000000 Penalty: 2795.379150
	Iteration 6F: 3 clusters Score -685638 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -685809.125000 Penalty: 2795.379150
	Iteration 7Q: 3 clusters Score -685809.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -685963.500000 Penalty: 2795.379150
	Iteration 8Q: 3 clusters Score -685963.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -686122.000000 Penalty: 2795.379150
	Iteration 9Q: 3 clusters Score -686122 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -686255.750000 Penalty: 2795.379150
	Iteration 10Q: 3 clusters Score -686255.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -686360.062500 Penalty: 2795.379150
	Iteration 11Q: 3 clusters Score -686360.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -686424.250000 Penalty: 2795.379150
	Iteration 12Q: 3 clusters Score -686424.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -686470.250000 Penalty: 2795.379150
	Iteration 13Q: 3 clusters Score -686470.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -686498.000000 Penalty: 2795.379150
	Iteration 14Q: 3 clusters Score -686498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -686520.625000 Penalty: 2795.379150
	Iteration 15Q: 3 clusters Score -686520.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -686538.187500 Penalty: 2795.379150
	Iteration 16Q: 3 clusters Score -686538.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -686547.000000 Penalty: 2795.379150
	Iteration 17Q: 3 clusters Score -686547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -686559.062500 Penalty: 2795.379150
	Iteration 18Q: 3 clusters Score -686559.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -686569.875000 Penalty: 2795.379150
	Iteration 19Q: 3 clusters Score -686569.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -686576.625000 Penalty: 2795.379150
	Iteration 20F: 3 clusters Score -686576.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -686583.687500 Penalty: 2795.379150
	Iteration 21Q: 3 clusters Score -686583.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -686590.000000 Penalty: 2795.379150
	Iteration 22Q: 3 clusters Score -686590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -686594.125000 Penalty: 2795.379150
	Iteration 23Q: 3 clusters Score -686594.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -686599.687500 Penalty: 2795.379150
	Iteration 24Q: 3 clusters Score -686599.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -686605.750000 Penalty: 2795.379150
	Iteration 25Q: 3 clusters Score -686605.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -686607.937500 Penalty: 2795.379150
	Iteration 26Q: 3 clusters Score -686607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -686610.937500 Penalty: 2795.379150
	Iteration 27Q: 3 clusters Score -686610.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -686611.937500 Penalty: 2795.379150
	Iteration 28Q: 3 clusters Score -686611.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -686613.312500 Penalty: 2795.379150
	Iteration 29Q: 3 clusters Score -686613.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -686613.625000 Penalty: 2795.379150
	Iteration 30Q: 3 clusters Score -686613.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -686613.562500 Penalty: 2795.379150
	Iteration 31Q: 3 clusters Score -686613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -686614.312500 Penalty: 2795.379150
	Iteration 32Q: 3 clusters Score -686614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -686613.250000 Penalty: 2795.379150
	Iteration 33Q: 3 clusters Score -686613.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -686613.250000 Penalty: 2795.379150
	Iteration 34F: 3 clusters Score -686613.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Entering Unmasked Estep 
Score: -3683454.250000 Penalty: 1670.327759
	Iteration 0F: 2 clusters Score -3683454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3663847.500000 Penalty: 3340.655518
	Iteration 0F: 3 clusters Score -3663848 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3671383.750000 Penalty: 3340.655518
	Iteration 1F: 3 clusters Score -3671384 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3672014.500000 Penalty: 3340.655518
	Iteration 2F: 3 clusters Score -3672014 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -3672831.250000 Penalty: 3340.655518
	Iteration 3F: 3 clusters Score -3672831 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -3673843.000000 Penalty: 3340.655518
	Iteration 4F: 3 clusters Score -3673843 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3675062.000000 Penalty: 3340.655518
	Iteration 5F: 3 clusters Score -3675062 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3676441.000000 Penalty: 3340.655518
	Iteration 6F: 3 clusters Score -3676441 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3677899.500000 Penalty: 3340.655518
	Iteration 7F: 3 clusters Score -3677900 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3679141.000000 Penalty: 3340.655518
	Iteration 8F: 3 clusters Score -3679141 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3680307.750000 Penalty: 3340.655518
	Iteration 9Q: 3 clusters Score -3680308 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3681259.250000 Penalty: 3340.655518
	Iteration 10Q: 3 clusters Score -3681259 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3681780.000000 Penalty: 3340.655518
	Iteration 11Q: 3 clusters Score -3681780 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3682021.500000 Penalty: 3340.655518
	Iteration 12Q: 3 clusters Score -3682022 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3682147.000000 Penalty: 3340.655518
	Iteration 13Q: 3 clusters Score -3682147 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3682231.750000 Penalty: 3340.655518
	Iteration 14Q: 3 clusters Score -3682232 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -3682293.250000 Penalty: 3340.655518
	Iteration 15Q: 3 clusters Score -3682293 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -3682336.500000 Penalty: 3340.655518
	Iteration 16Q: 3 clusters Score -3682336 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3682380.500000 Penalty: 3340.655518
	Iteration 17Q: 3 clusters Score -3682380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3682422.000000 Penalty: 3340.655518
	Iteration 18Q: 3 clusters Score -3682422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -3682441.750000 Penalty: 3340.655518
	Iteration 19Q: 3 clusters Score -3682442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -3682454.000000 Penalty: 3340.655518
	Iteration 20F: 3 clusters Score -3682454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -3682457.000000 Penalty: 3340.655518
	Iteration 21Q: 3 clusters Score -3682457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3682460.000000 Penalty: 3340.655518
	Iteration 22Q: 3 clusters Score -3682460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -3682469.000000 Penalty: 3340.655518
	Iteration 23Q: 3 clusters Score -3682469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3682469.000000 Penalty: 3340.655518
	Iteration 24Q: 3 clusters Score -3682469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3682475.250000 Penalty: 3340.655518
	Iteration 25Q: 3 clusters Score -3682475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3682479.000000 Penalty: 3340.655518
	Iteration 26Q: 3 clusters Score -3682479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -3682480.000000 Penalty: 3340.655518
	Iteration 27Q: 3 clusters Score -3682480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3682478.500000 Penalty: 3340.655518
	Iteration 28Q: 3 clusters Score -3682478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -3682479.750000 Penalty: 3340.655518
	Iteration 29Q: 3 clusters Score -3682480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -3682481.750000 Penalty: 3340.655518
	Iteration 30Q: 3 clusters Score -3682482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -3682482.000000 Penalty: 3340.655518
	Iteration 31Q: 3 clusters Score -3682482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -3682483.750000 Penalty: 3340.655518
	Iteration 32Q: 3 clusters Score -3682484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -3682483.750000 Penalty: 3340.655518
	Iteration 33F: 3 clusters Score -3682484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Entering Unmasked Estep 
Score: -3945668.750000 Penalty: 1679.053467
	Iteration 0F: 2 clusters Score -3945669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3924987.750000 Penalty: 3358.106934
	Iteration 0F: 3 clusters Score -3924988 nChanged 14132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3932963.500000 Penalty: 3358.106934
	Iteration 1F: 3 clusters Score -3932964 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3933521.250000 Penalty: 3358.106934
	Iteration 2Q: 3 clusters Score -3933521 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3934109.750000 Penalty: 3358.106934
	Iteration 3Q: 3 clusters Score -3934110 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3934797.000000 Penalty: 3358.106934
	Iteration 4Q: 3 clusters Score -3934797 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3935556.000000 Penalty: 3358.106934
	Iteration 5F: 3 clusters Score -3935556 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3936621.500000 Penalty: 3358.106934
	Iteration 6F: 3 clusters Score -3936622 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3938130.750000 Penalty: 3358.106934
	Iteration 7F: 3 clusters Score -3938131 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3940038.750000 Penalty: 3358.106934
	Iteration 8F: 3 clusters Score -3940039 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -3941888.000000 Penalty: 3358.106934
	Iteration 9F: 3 clusters Score -3941888 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -3943116.250000 Penalty: 3358.106934
	Iteration 10Q: 3 clusters Score -3943116 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -3943718.500000 Penalty: 3358.106934
	Iteration 11Q: 3 clusters Score -3943718 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -3944083.250000 Penalty: 3358.106934
	Iteration 12Q: 3 clusters Score -3944083 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -3944303.000000 Penalty: 3358.106934
	Iteration 13Q: 3 clusters Score -3944303 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3944466.500000 Penalty: 3358.106934
	Iteration 14Q: 3 clusters Score -3944466 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3944595.500000 Penalty: 3358.106934
	Iteration 15Q: 3 clusters Score -3944596 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3944705.750000 Penalty: 3358.106934
	Iteration 16Q: 3 clusters Score -3944706 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3944806.500000 Penalty: 3358.106934
	Iteration 17Q: 3 clusters Score -3944806 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3944880.250000 Penalty: 3358.106934
	Iteration 18Q: 3 clusters Score -3944880 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3944929.250000 Penalty: 3358.106934
	Iteration 19Q: 3 clusters Score -3944929 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3944981.500000 Penalty: 3358.106934
	Iteration 20F: 3 clusters Score -3944982 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3945006.500000 Penalty: 3358.106934
	Iteration 21Q: 3 clusters Score -3945006 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3945040.750000 Penalty: 3358.106934
	Iteration 22Q: 3 clusters Score -3945041 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3945056.500000 Penalty: 3358.106934
	Iteration 23Q: 3 clusters Score -3945056 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3945088.750000 Penalty: 3358.106934
	Iteration 24Q: 3 clusters Score -3945089 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3945098.500000 Penalty: 3358.106934
	Iteration 25Q: 3 clusters Score -3945098 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3945112.750000 Penalty: 3358.106934
	Iteration 26Q: 3 clusters Score -3945113 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3945124.500000 Penalty: 3358.106934
	Iteration 27Q: 3 clusters Score -3945124 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3945131.000000 Penalty: 3358.106934
	Iteration 28Q: 3 clusters Score -3945131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3945144.750000 Penalty: 3358.106934
	Iteration 29Q: 3 clusters Score -3945145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3945148.500000 Penalty: 3358.106934
	Iteration 30Q: 3 clusters Score -3945148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3945148.000000 Penalty: 3358.106934
	Iteration 31Q: 3 clusters Score -3945148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3945156.750000 Penalty: 3358.106934
	Iteration 32Q: 3 clusters Score -3945157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3945152.000000 Penalty: 3358.106934
	Iteration 33Q: 3 clusters Score -3945152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3945151.250000 Penalty: 3358.106934
	Iteration 34Q: 3 clusters Score -3945151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3945155.500000 Penalty: 3358.106934
	Iteration 35Q: 3 clusters Score -3945156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3945165.500000 Penalty: 3358.106934
	Iteration 36Q: 3 clusters Score -3945166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3945162.750000 Penalty: 3358.106934
	Iteration 37Q: 3 clusters Score -3945163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3945164.750000 Penalty: 3358.106934
	Iteration 38Q: 3 clusters Score -3945165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3945162.750000 Penalty: 3358.106934
	Iteration 39Q: 3 clusters Score -3945163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3945161.750000 Penalty: 3358.106934
	Iteration 40F: 3 clusters Score -3945162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3945163.000000 Penalty: 3358.106934
	Iteration 41Q: 3 clusters Score -3945163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3945162.250000 Penalty: 3358.106934
	Iteration 42Q: 3 clusters Score -3945162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3945166.000000 Penalty: 3358.106934
	Iteration 43Q: 3 clusters Score -3945166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3945173.250000 Penalty: 3358.106934
	Iteration 44Q: 3 clusters Score -3945173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3945175.750000 Penalty: 3358.106934
	Iteration 45Q: 3 clusters Score -3945176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3945180.250000 Penalty: 3358.106934
	Iteration 46Q: 3 clusters Score -3945180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3945174.750000 Penalty: 3358.106934
	Iteration 47Q: 3 clusters Score -3945175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3945176.250000 Penalty: 3358.106934
	Iteration 48Q: 3 clusters Score -3945176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3945175.750000 Penalty: 3358.106934
	Iteration 49Q: 3 clusters Score -3945176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3945173.500000 Penalty: 3358.106934
	Iteration 50Q: 3 clusters Score -3945174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3945176.500000 Penalty: 3358.106934
	Iteration 51Q: 3 clusters Score -3945176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3945176.250000 Penalty: 3358.106934
	Iteration 52Q: 3 clusters Score -3945176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3945178.000000 Penalty: 3358.106934
	Iteration 53Q: 3 clusters Score -3945178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3945179.000000 Penalty: 3358.106934
	Iteration 54Q: 3 clusters Score -3945179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3945177.000000 Penalty: 3358.106934
	Iteration 55Q: 3 clusters Score -3945177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3945178.500000 Penalty: 3358.106934
	Iteration 56Q: 3 clusters Score -3945178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3945180.000000 Penalty: 3358.106934
	Iteration 57Q: 3 clusters Score -3945180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3945179.250000 Penalty: 3358.106934
	Iteration 58Q: 3 clusters Score -3945179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3945186.750000 Penalty: 3358.106934
	Iteration 59Q: 3 clusters Score -3945187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3945185.750000 Penalty: 3358.106934
	Iteration 60F: 3 clusters Score -3945186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3945187.500000 Penalty: 3358.106934
	Iteration 61Q: 3 clusters Score -3945188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3945183.750000 Penalty: 3358.106934
	Iteration 62Q: 3 clusters Score -3945184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3945183.000000 Penalty: 3358.106934
	Iteration 63Q: 3 clusters Score -3945183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3945181.500000 Penalty: 3358.106934
	Iteration 64Q: 3 clusters Score -3945182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3945186.000000 Penalty: 3358.106934
	Iteration 65Q: 3 clusters Score -3945186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3945182.500000 Penalty: 3358.106934
	Iteration 66Q: 3 clusters Score -3945182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3945185.250000 Penalty: 3358.106934
	Iteration 67Q: 3 clusters Score -3945185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3945185.500000 Penalty: 3358.106934
	Iteration 68Q: 3 clusters Score -3945186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3945187.750000 Penalty: 3358.106934
	Iteration 69Q: 3 clusters Score -3945188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3945190.750000 Penalty: 3358.106934
	Iteration 70Q: 3 clusters Score -3945191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3945188.500000 Penalty: 3358.106934
	Iteration 71Q: 3 clusters Score -3945188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3945193.000000 Penalty: 3358.106934
	Iteration 72Q: 3 clusters Score -3945193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3945190.750000 Penalty: 3358.106934
	Iteration 73Q: 3 clusters Score -3945191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3945191.250000 Penalty: 3358.106934
	Iteration 74Q: 3 clusters Score -3945191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3945189.500000 Penalty: 3358.106934
	Iteration 75Q: 3 clusters Score -3945190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3945189.500000 Penalty: 3358.106934
	Iteration 76F: 3 clusters Score -3945190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Entering Unmasked Estep 
Score: -406022.156250 Penalty: 1338.762207
	Iteration 0F: 2 clusters Score -406022.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -402839.437500 Penalty: 2677.524414
	Iteration 0F: 3 clusters Score -402839.4 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -403970.875000 Penalty: 2677.524414
	Iteration 1F: 3 clusters Score -403970.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -404327.000000 Penalty: 2677.524414
	Iteration 2F: 3 clusters Score -404327 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -404664.187500 Penalty: 2677.524414
	Iteration 3F: 3 clusters Score -404664.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -404929.687500 Penalty: 2677.524414
	Iteration 4F: 3 clusters Score -404929.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -405105.312500 Penalty: 2677.524414
	Iteration 5F: 3 clusters Score -405105.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -405255.656250 Penalty: 2677.524414
	Iteration 6Q: 3 clusters Score -405255.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -405391.312500 Penalty: 2677.524414
	Iteration 7Q: 3 clusters Score -405391.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -405533.687500 Penalty: 2677.524414
	Iteration 8Q: 3 clusters Score -405533.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -405660.593750 Penalty: 2677.524414
	Iteration 9Q: 3 clusters Score -405660.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -405775.718750 Penalty: 2677.524414
	Iteration 10Q: 3 clusters Score -405775.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -405840.656250 Penalty: 2677.524414
	Iteration 11Q: 3 clusters Score -405840.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -405887.406250 Penalty: 2677.524414
	Iteration 12Q: 3 clusters Score -405887.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -405912.125000 Penalty: 2677.524414
	Iteration 13Q: 3 clusters Score -405912.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -405925.875000 Penalty: 2677.524414
	Iteration 14Q: 3 clusters Score -405925.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -405931.750000 Penalty: 2677.524414
	Iteration 15Q: 3 clusters Score -405931.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -405936.156250 Penalty: 2677.524414
	Iteration 16Q: 3 clusters Score -405936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -405938.968750 Penalty: 2677.524414
	Iteration 17Q: 3 clusters Score -405939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -405940.937500 Penalty: 2677.524414
	Iteration 18Q: 3 clusters Score -405940.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -405942.562500 Penalty: 2677.524414
	Iteration 19Q: 3 clusters Score -405942.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -405943.781250 Penalty: 2677.524414
	Iteration 20F: 3 clusters Score -405943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -405943.062500 Penalty: 2677.524414
	Iteration 21Q: 3 clusters Score -405943.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -405943.468750 Penalty: 2677.524414
	Iteration 22Q: 3 clusters Score -405943.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -405943.468750 Penalty: 2677.524414
	Iteration 23F: 3 clusters Score -405943.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Entering Unmasked Estep 
Score: -673735.812500 Penalty: 1397.779175
	Iteration 0F: 2 clusters Score -673735.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -669437.187500 Penalty: 2795.558350
	Iteration 0F: 3 clusters Score -669437.2 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -670613.187500 Penalty: 2795.558350
	Iteration 1F: 3 clusters Score -670613.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -670771.125000 Penalty: 2795.558350
	Iteration 2F: 3 clusters Score -670771.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -670899.562500 Penalty: 2795.558350
	Iteration 3Q: 3 clusters Score -670899.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -671017.000000 Penalty: 2795.558350
	Iteration 4Q: 3 clusters Score -671017 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -671126.750000 Penalty: 2795.558350
	Iteration 5Q: 3 clusters Score -671126.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -671236.562500 Penalty: 2795.558350
	Iteration 6Q: 3 clusters Score -671236.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -671378.062500 Penalty: 2795.558350
	Iteration 7Q: 3 clusters Score -671378.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -671542.562500 Penalty: 2795.558350
	Iteration 8Q: 3 clusters Score -671542.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -671712.812500 Penalty: 2795.558350
	Iteration 9Q: 3 clusters Score -671712.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -671864.750000 Penalty: 2795.558350
	Iteration 10Q: 3 clusters Score -671864.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -672006.437500 Penalty: 2795.558350
	Iteration 11Q: 3 clusters Score -672006.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -672133.437500 Penalty: 2795.558350
	Iteration 12Q: 3 clusters Score -672133.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -672227.625000 Penalty: 2795.558350
	Iteration 13Q: 3 clusters Score -672227.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -672312.437500 Penalty: 2795.558350
	Iteration 14Q: 3 clusters Score -672312.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -672386.187500 Penalty: 2795.558350
	Iteration 15Q: 3 clusters Score -672386.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -672435.562500 Penalty: 2795.558350
	Iteration 16Q: 3 clusters Score -672435.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -672468.312500 Penalty: 2795.558350
	Iteration 17Q: 3 clusters Score -672468.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -672488.187500 Penalty: 2795.558350
	Iteration 18Q: 3 clusters Score -672488.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -672497.562500 Penalty: 2795.558350
	Iteration 19Q: 3 clusters Score -672497.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -672505.250000 Penalty: 2795.558350
	Iteration 20F: 3 clusters Score -672505.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -672514.000000 Penalty: 2795.558350
	Iteration 21Q: 3 clusters Score -672514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -672526.625000 Penalty: 2795.558350
	Iteration 22Q: 3 clusters Score -672526.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -672532.250000 Penalty: 2795.558350
	Iteration 23Q: 3 clusters Score -672532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -672533.375000 Penalty: 2795.558350
	Iteration 24Q: 3 clusters Score -672533.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -672537.437500 Penalty: 2795.558350
	Iteration 25Q: 3 clusters Score -672537.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -672539.875000 Penalty: 2795.558350
	Iteration 26Q: 3 clusters Score -672539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -672541.062500 Penalty: 2795.558350
	Iteration 27Q: 3 clusters Score -672541.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -672541.062500 Penalty: 2795.558350
	Iteration 28F: 3 clusters Score -672541.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Entering Unmasked Estep 
Score: -3961421.250000 Penalty: 1680.967651
	Iteration 0F: 2 clusters Score -3961421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -3940527.500000 Penalty: 3361.935303
	Iteration 0F: 3 clusters Score -3940528 nChanged 14293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3948360.250000 Penalty: 3361.935303
	Iteration 1F: 3 clusters Score -3948360 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -3948732.500000 Penalty: 3361.935303
	Iteration 2Q: 3 clusters Score -3948732 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3949114.500000 Penalty: 3361.935303
	Iteration 3Q: 3 clusters Score -3949114 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3949500.750000 Penalty: 3361.935303
	Iteration 4Q: 3 clusters Score -3949501 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3949928.500000 Penalty: 3361.935303
	Iteration 5Q: 3 clusters Score -3949928 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3950381.750000 Penalty: 3361.935303
	Iteration 6Q: 3 clusters Score -3950382 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3950931.750000 Penalty: 3361.935303
	Iteration 7Q: 3 clusters Score -3950932 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3951549.250000 Penalty: 3361.935303
	Iteration 8Q: 3 clusters Score -3951549 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3952273.000000 Penalty: 3361.935303
	Iteration 9Q: 3 clusters Score -3952273 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -3953177.000000 Penalty: 3361.935303
	Iteration 10Q: 3 clusters Score -3953177 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3954112.500000 Penalty: 3361.935303
	Iteration 11F: 3 clusters Score -3954112 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3954815.000000 Penalty: 3361.935303
	Iteration 12Q: 3 clusters Score -3954815 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3955183.750000 Penalty: 3361.935303
	Iteration 13Q: 3 clusters Score -3955184 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3955361.000000 Penalty: 3361.935303
	Iteration 14Q: 3 clusters Score -3955361 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -3955426.000000 Penalty: 3361.935303
	Iteration 15Q: 3 clusters Score -3955426 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3955491.000000 Penalty: 3361.935303
	Iteration 16Q: 3 clusters Score -3955491 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3955575.000000 Penalty: 3361.935303
	Iteration 17Q: 3 clusters Score -3955575 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3955636.750000 Penalty: 3361.935303
	Iteration 18Q: 3 clusters Score -3955637 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3955686.250000 Penalty: 3361.935303
	Iteration 19Q: 3 clusters Score -3955686 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3955752.250000 Penalty: 3361.935303
	Iteration 20F: 3 clusters Score -3955752 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3955821.500000 Penalty: 3361.935303
	Iteration 21Q: 3 clusters Score -3955822 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3955899.500000 Penalty: 3361.935303
	Iteration 22Q: 3 clusters Score -3955900 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3955999.000000 Penalty: 3361.935303
	Iteration 23Q: 3 clusters Score -3955999 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -3956087.250000 Penalty: 3361.935303
	Iteration 24Q: 3 clusters Score -3956087 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3956167.500000 Penalty: 3361.935303
	Iteration 25Q: 3 clusters Score -3956168 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3956262.500000 Penalty: 3361.935303
	Iteration 26Q: 3 clusters Score -3956262 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3956352.250000 Penalty: 3361.935303
	Iteration 27Q: 3 clusters Score -3956352 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -3956420.750000 Penalty: 3361.935303
	Iteration 28Q: 3 clusters Score -3956421 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -3956501.250000 Penalty: 3361.935303
	Iteration 29Q: 3 clusters Score -3956501 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3956608.250000 Penalty: 3361.935303
	Iteration 30Q: 3 clusters Score -3956608 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3956756.000000 Penalty: 3361.935303
	Iteration 31Q: 3 clusters Score -3956756 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -3956924.250000 Penalty: 3361.935303
	Iteration 32Q: 3 clusters Score -3956924 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3957137.750000 Penalty: 3361.935303
	Iteration 33Q: 3 clusters Score -3957138 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -3957407.000000 Penalty: 3361.935303
	Iteration 34Q: 3 clusters Score -3957407 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3957771.250000 Penalty: 3361.935303
	Iteration 35Q: 3 clusters Score -3957771 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -3958123.000000 Penalty: 3361.935303
	Iteration 36Q: 3 clusters Score -3958123 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3958479.250000 Penalty: 3361.935303
	Iteration 37Q: 3 clusters Score -3958479 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3958739.750000 Penalty: 3361.935303
	Iteration 38Q: 3 clusters Score -3958740 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -3958910.250000 Penalty: 3361.935303
	Iteration 39Q: 3 clusters Score -3958910 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -3959022.500000 Penalty: 3361.935303
	Iteration 40F: 3 clusters Score -3959022 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3959087.500000 Penalty: 3361.935303
	Iteration 41Q: 3 clusters Score -3959088 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3959124.750000 Penalty: 3361.935303
	Iteration 42Q: 3 clusters Score -3959125 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3959158.250000 Penalty: 3361.935303
	Iteration 43Q: 3 clusters Score -3959158 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3959188.000000 Penalty: 3361.935303
	Iteration 44Q: 3 clusters Score -3959188 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3959222.250000 Penalty: 3361.935303
	Iteration 45Q: 3 clusters Score -3959222 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3959226.500000 Penalty: 3361.935303
	Iteration 46Q: 3 clusters Score -3959226 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3959251.250000 Penalty: 3361.935303
	Iteration 47Q: 3 clusters Score -3959251 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3959248.250000 Penalty: 3361.935303
	Iteration 48Q: 3 clusters Score -3959248 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -3959246.750000 Penalty: 3361.935303
	Iteration 49Q: 3 clusters Score -3959247 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -3959253.250000 Penalty: 3361.935303
	Iteration 50Q: 3 clusters Score -3959253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3959246.500000 Penalty: 3361.935303
	Iteration 51Q: 3 clusters Score -3959246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3959252.750000 Penalty: 3361.935303
	Iteration 52Q: 3 clusters Score -3959253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3959250.000000 Penalty: 3361.935303
	Iteration 53Q: 3 clusters Score -3959250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3959256.250000 Penalty: 3361.935303
	Iteration 54Q: 3 clusters Score -3959256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3959256.750000 Penalty: 3361.935303
	Iteration 55Q: 3 clusters Score -3959257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -3959264.000000 Penalty: 3361.935303
	Iteration 56Q: 3 clusters Score -3959264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -3959262.750000 Penalty: 3361.935303
	Iteration 57Q: 3 clusters Score -3959263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -3959270.500000 Penalty: 3361.935303
	Iteration 58Q: 3 clusters Score -3959270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3959258.250000 Penalty: 3361.935303
	Iteration 59Q: 3 clusters Score -3959258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3959252.500000 Penalty: 3361.935303
	Iteration 60F: 3 clusters Score -3959252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3959256.250000 Penalty: 3361.935303
	Iteration 61Q: 3 clusters Score -3959256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3959254.000000 Penalty: 3361.935303
	Iteration 62Q: 3 clusters Score -3959254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -3959257.250000 Penalty: 3361.935303
	Iteration 63Q: 3 clusters Score -3959257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -3959256.000000 Penalty: 3361.935303
	Iteration 64Q: 3 clusters Score -3959256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3959259.750000 Penalty: 3361.935303
	Iteration 65Q: 3 clusters Score -3959260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -3959259.750000 Penalty: 3361.935303
	Iteration 66Q: 3 clusters Score -3959260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -3959264.000000 Penalty: 3361.935303
	Iteration 67Q: 3 clusters Score -3959264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -3959266.500000 Penalty: 3361.935303
	Iteration 68Q: 3 clusters Score -3959266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3959260.500000 Penalty: 3361.935303
	Iteration 69Q: 3 clusters Score -3959260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3959264.750000 Penalty: 3361.935303
	Iteration 70Q: 3 clusters Score -3959265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3959268.000000 Penalty: 3361.935303
	Iteration 71Q: 3 clusters Score -3959268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -3959264.750000 Penalty: 3361.935303
	Iteration 72Q: 3 clusters Score -3959265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3959269.000000 Penalty: 3361.935303
	Iteration 73Q: 3 clusters Score -3959269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -3959272.750000 Penalty: 3361.935303
	Iteration 74Q: 3 clusters Score -3959273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -3959273.000000 Penalty: 3361.935303
	Iteration 75Q: 3 clusters Score -3959273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -3959275.750000 Penalty: 3361.935303
	Iteration 76Q: 3 clusters Score -3959276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -3959276.750000 Penalty: 3361.935303
	Iteration 77Q: 3 clusters Score -3959277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -3959270.250000 Penalty: 3361.935303
	Iteration 78Q: 3 clusters Score -3959270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -3959267.250000 Penalty: 3361.935303
	Iteration 79Q: 3 clusters Score -3959267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -3959268.750000 Penalty: 3361.935303
	Iteration 80F: 3 clusters Score -3959269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -3959271.250000 Penalty: 3361.935303
	Iteration 81Q: 3 clusters Score -3959271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3959264.500000 Penalty: 3361.935303
	Iteration 82Q: 3 clusters Score -3959264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3959266.250000 Penalty: 3361.935303
	Iteration 83Q: 3 clusters Score -3959266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -3959267.750000 Penalty: 3361.935303
	Iteration 84Q: 3 clusters Score -3959268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -3959267.750000 Penalty: 3361.935303
	Iteration 85F: 3 clusters Score -3959268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Entering Unmasked Estep 
Score: -2108412.500000 Penalty: 1577.957764
	Iteration 0F: 2 clusters Score -2108412 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 8236 members 
Entering Unmasked Estep 
Score: -2097050.000000 Penalty: 3155.915527
	Iteration 0F: 3 clusters Score -2097050 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2100944.000000 Penalty: 3155.915527
	Iteration 1F: 3 clusters Score -2100944 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2101262.500000 Penalty: 3155.915527
	Iteration 2F: 3 clusters Score -2101262 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2101539.500000 Penalty: 3155.915527
	Iteration 3Q: 3 clusters Score -2101540 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2101768.250000 Penalty: 3155.915527
	Iteration 4Q: 3 clusters Score -2101768 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2101977.000000 Penalty: 3155.915527
	Iteration 5Q: 3 clusters Score -2101977 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2102156.000000 Penalty: 3155.915527
	Iteration 6Q: 3 clusters Score -2102156 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2102350.500000 Penalty: 3155.915527
	Iteration 7Q: 3 clusters Score -2102350 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2102571.750000 Penalty: 3155.915527
	Iteration 8Q: 3 clusters Score -2102572 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2102814.750000 Penalty: 3155.915527
	Iteration 9Q: 3 clusters Score -2102815 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2103096.000000 Penalty: 3155.915527
	Iteration 10Q: 3 clusters Score -2103096 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2103430.250000 Penalty: 3155.915527
	Iteration 11Q: 3 clusters Score -2103430 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2103798.250000 Penalty: 3155.915527
	Iteration 12Q: 3 clusters Score -2103798 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2104215.250000 Penalty: 3155.915527
	Iteration 13Q: 3 clusters Score -2104215 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2104574.750000 Penalty: 3155.915527
	Iteration 14Q: 3 clusters Score -2104575 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2104861.000000 Penalty: 3155.915527
	Iteration 15Q: 3 clusters Score -2104861 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2105052.500000 Penalty: 3155.915527
	Iteration 16Q: 3 clusters Score -2105052 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2105152.250000 Penalty: 3155.915527
	Iteration 17Q: 3 clusters Score -2105152 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2105199.000000 Penalty: 3155.915527
	Iteration 18Q: 3 clusters Score -2105199 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2105233.500000 Penalty: 3155.915527
	Iteration 19Q: 3 clusters Score -2105234 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2105256.250000 Penalty: 3155.915527
	Iteration 20F: 3 clusters Score -2105256 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2105277.500000 Penalty: 3155.915527
	Iteration 21Q: 3 clusters Score -2105278 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2105293.750000 Penalty: 3155.915527
	Iteration 22Q: 3 clusters Score -2105294 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2105301.750000 Penalty: 3155.915527
	Iteration 23Q: 3 clusters Score -2105302 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2105322.000000 Penalty: 3155.915527
	Iteration 24Q: 3 clusters Score -2105322 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2105340.500000 Penalty: 3155.915527
	Iteration 25Q: 3 clusters Score -2105340 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2105362.250000 Penalty: 3155.915527
	Iteration 26Q: 3 clusters Score -2105362 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2105371.000000 Penalty: 3155.915527
	Iteration 27Q: 3 clusters Score -2105371 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2105383.250000 Penalty: 3155.915527
	Iteration 28Q: 3 clusters Score -2105383 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2105399.500000 Penalty: 3155.915527
	Iteration 29Q: 3 clusters Score -2105400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2105408.250000 Penalty: 3155.915527
	Iteration 30Q: 3 clusters Score -2105408 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2105427.750000 Penalty: 3155.915527
	Iteration 31Q: 3 clusters Score -2105428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2105445.000000 Penalty: 3155.915527
	Iteration 32Q: 3 clusters Score -2105445 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2105465.250000 Penalty: 3155.915527
	Iteration 33Q: 3 clusters Score -2105465 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2105485.500000 Penalty: 3155.915527
	Iteration 34Q: 3 clusters Score -2105486 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2105510.250000 Penalty: 3155.915527
	Iteration 35Q: 3 clusters Score -2105510 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2105519.500000 Penalty: 3155.915527
	Iteration 36Q: 3 clusters Score -2105520 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2105535.000000 Penalty: 3155.915527
	Iteration 37Q: 3 clusters Score -2105535 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2105550.000000 Penalty: 3155.915527
	Iteration 38Q: 3 clusters Score -2105550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2105558.250000 Penalty: 3155.915527
	Iteration 39Q: 3 clusters Score -2105558 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2105564.750000 Penalty: 3155.915527
	Iteration 40F: 3 clusters Score -2105565 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2105568.500000 Penalty: 3155.915527
	Iteration 41Q: 3 clusters Score -2105568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2105577.500000 Penalty: 3155.915527
	Iteration 42Q: 3 clusters Score -2105578 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2105582.000000 Penalty: 3155.915527
	Iteration 43Q: 3 clusters Score -2105582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2105580.750000 Penalty: 3155.915527
	Iteration 44Q: 3 clusters Score -2105581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2105583.250000 Penalty: 3155.915527
	Iteration 45Q: 3 clusters Score -2105583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2105586.500000 Penalty: 3155.915527
	Iteration 46Q: 3 clusters Score -2105586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2105583.500000 Penalty: 3155.915527
	Iteration 47Q: 3 clusters Score -2105584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2105585.750000 Penalty: 3155.915527
	Iteration 48Q: 3 clusters Score -2105586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2105591.000000 Penalty: 3155.915527
	Iteration 49Q: 3 clusters Score -2105591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2105600.250000 Penalty: 3155.915527
	Iteration 50Q: 3 clusters Score -2105600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2105600.500000 Penalty: 3155.915527
	Iteration 51Q: 3 clusters Score -2105600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2105607.000000 Penalty: 3155.915527
	Iteration 52Q: 3 clusters Score -2105607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2105610.250000 Penalty: 3155.915527
	Iteration 53Q: 3 clusters Score -2105610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2105612.750000 Penalty: 3155.915527
	Iteration 54Q: 3 clusters Score -2105613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2105612.750000 Penalty: 3155.915527
	Iteration 55Q: 3 clusters Score -2105613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2105617.750000 Penalty: 3155.915527
	Iteration 56Q: 3 clusters Score -2105618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2105621.000000 Penalty: 3155.915527
	Iteration 57Q: 3 clusters Score -2105621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2105621.250000 Penalty: 3155.915527
	Iteration 58Q: 3 clusters Score -2105621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2105624.250000 Penalty: 3155.915527
	Iteration 59Q: 3 clusters Score -2105624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2105628.250000 Penalty: 3155.915527
	Iteration 60F: 3 clusters Score -2105628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2105631.750000 Penalty: 3155.915527
	Iteration 61Q: 3 clusters Score -2105632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2105636.000000 Penalty: 3155.915527
	Iteration 62Q: 3 clusters Score -2105636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2105641.250000 Penalty: 3155.915527
	Iteration 63Q: 3 clusters Score -2105641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2105633.250000 Penalty: 3155.915527
	Iteration 64Q: 3 clusters Score -2105633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2105641.250000 Penalty: 3155.915527
	Iteration 65Q: 3 clusters Score -2105641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2105639.000000 Penalty: 3155.915527
	Iteration 66Q: 3 clusters Score -2105639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2105630.750000 Penalty: 3155.915527
	Iteration 67Q: 3 clusters Score -2105631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2105633.250000 Penalty: 3155.915527
	Iteration 68Q: 3 clusters Score -2105633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2105641.000000 Penalty: 3155.915527
	Iteration 69Q: 3 clusters Score -2105641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2105642.250000 Penalty: 3155.915527
	Iteration 70Q: 3 clusters Score -2105642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2105647.250000 Penalty: 3155.915527
	Iteration 71Q: 3 clusters Score -2105647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2105648.750000 Penalty: 3155.915527
	Iteration 72Q: 3 clusters Score -2105649 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2105652.250000 Penalty: 3155.915527
	Iteration 73Q: 3 clusters Score -2105652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2105653.250000 Penalty: 3155.915527
	Iteration 74Q: 3 clusters Score -2105653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2105657.000000 Penalty: 3155.915527
	Iteration 75Q: 3 clusters Score -2105657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2105657.750000 Penalty: 3155.915527
	Iteration 76Q: 3 clusters Score -2105658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2105656.250000 Penalty: 3155.915527
	Iteration 77Q: 3 clusters Score -2105656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2105659.500000 Penalty: 3155.915527
	Iteration 78Q: 3 clusters Score -2105660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2105666.250000 Penalty: 3155.915527
	Iteration 79Q: 3 clusters Score -2105666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2105664.250000 Penalty: 3155.915527
	Iteration 80F: 3 clusters Score -2105664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2105666.750000 Penalty: 3155.915527
	Iteration 81Q: 3 clusters Score -2105667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2105666.250000 Penalty: 3155.915527
	Iteration 82Q: 3 clusters Score -2105666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2105664.000000 Penalty: 3155.915527
	Iteration 83Q: 3 clusters Score -2105664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2105673.250000 Penalty: 3155.915527
	Iteration 84Q: 3 clusters Score -2105673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2105671.000000 Penalty: 3155.915527
	Iteration 85Q: 3 clusters Score -2105671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2105673.750000 Penalty: 3155.915527
	Iteration 86Q: 3 clusters Score -2105674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2105674.250000 Penalty: 3155.915527
	Iteration 87Q: 3 clusters Score -2105674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2105679.000000 Penalty: 3155.915527
	Iteration 88Q: 3 clusters Score -2105679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2105684.000000 Penalty: 3155.915527
	Iteration 89Q: 3 clusters Score -2105684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2105684.000000 Penalty: 3155.915527
	Iteration 90Q: 3 clusters Score -2105684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2105684.500000 Penalty: 3155.915527
	Iteration 91Q: 3 clusters Score -2105684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2105683.500000 Penalty: 3155.915527
	Iteration 92Q: 3 clusters Score -2105684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2105686.000000 Penalty: 3155.915527
	Iteration 93Q: 3 clusters Score -2105686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2105683.750000 Penalty: 3155.915527
	Iteration 94Q: 3 clusters Score -2105684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2105681.000000 Penalty: 3155.915527
	Iteration 95Q: 3 clusters Score -2105681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2105682.250000 Penalty: 3155.915527
	Iteration 96Q: 3 clusters Score -2105682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2105688.750000 Penalty: 3155.915527
	Iteration 97Q: 3 clusters Score -2105689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2105686.750000 Penalty: 3155.915527
	Iteration 98Q: 3 clusters Score -2105687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2105693.750000 Penalty: 3155.915527
	Iteration 99Q: 3 clusters Score -2105694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2105690.500000 Penalty: 3155.915527
	Iteration 100F: 3 clusters Score -2105690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2105693.250000 Penalty: 3155.915527
	Iteration 101Q: 3 clusters Score -2105693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2105693.500000 Penalty: 3155.915527
	Iteration 102Q: 3 clusters Score -2105694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2105696.500000 Penalty: 3155.915527
	Iteration 103Q: 3 clusters Score -2105696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2105695.750000 Penalty: 3155.915527
	Iteration 104Q: 3 clusters Score -2105696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2105695.500000 Penalty: 3155.915527
	Iteration 105Q: 3 clusters Score -2105696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2105697.500000 Penalty: 3155.915527
	Iteration 106Q: 3 clusters Score -2105698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2105697.750000 Penalty: 3155.915527
	Iteration 107Q: 3 clusters Score -2105698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2105698.500000 Penalty: 3155.915527
	Iteration 108Q: 3 clusters Score -2105698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2105696.000000 Penalty: 3155.915527
	Iteration 109Q: 3 clusters Score -2105696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2105698.750000 Penalty: 3155.915527
	Iteration 110Q: 3 clusters Score -2105699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2105702.000000 Penalty: 3155.915527
	Iteration 111Q: 3 clusters Score -2105702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2105700.250000 Penalty: 3155.915527
	Iteration 112Q: 3 clusters Score -2105700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2105698.500000 Penalty: 3155.915527
	Iteration 113Q: 3 clusters Score -2105698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2105697.000000 Penalty: 3155.915527
	Iteration 114Q: 3 clusters Score -2105697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2105697.250000 Penalty: 3155.915527
	Iteration 115Q: 3 clusters Score -2105697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2105697.250000 Penalty: 3155.915527
	Iteration 116F: 3 clusters Score -2105697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Entering Unmasked Estep 
Score: -454994.562500 Penalty: 1332.412842
	Iteration 0F: 2 clusters Score -454994.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -451906.218750 Penalty: 2664.825684
	Iteration 0F: 3 clusters Score -451906.2 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -452692.406250 Penalty: 2664.825684
	Iteration 1F: 3 clusters Score -452692.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -452859.500000 Penalty: 2664.825684
	Iteration 2F: 3 clusters Score -452859.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -452964.718750 Penalty: 2664.825684
	Iteration 3F: 3 clusters Score -452964.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -453054.500000 Penalty: 2664.825684
	Iteration 4Q: 3 clusters Score -453054.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -453125.125000 Penalty: 2664.825684
	Iteration 5Q: 3 clusters Score -453125.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -453186.656250 Penalty: 2664.825684
	Iteration 6Q: 3 clusters Score -453186.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -453259.218750 Penalty: 2664.825684
	Iteration 7Q: 3 clusters Score -453259.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -453357.781250 Penalty: 2664.825684
	Iteration 8Q: 3 clusters Score -453357.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -453480.812500 Penalty: 2664.825684
	Iteration 9Q: 3 clusters Score -453480.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -453604.375000 Penalty: 2664.825684
	Iteration 10Q: 3 clusters Score -453604.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -453729.531250 Penalty: 2664.825684
	Iteration 11Q: 3 clusters Score -453729.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -453831.968750 Penalty: 2664.825684
	Iteration 12Q: 3 clusters Score -453832 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -453913.218750 Penalty: 2664.825684
	Iteration 13Q: 3 clusters Score -453913.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -453976.656250 Penalty: 2664.825684
	Iteration 14Q: 3 clusters Score -453976.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -454035.125000 Penalty: 2664.825684
	Iteration 15Q: 3 clusters Score -454035.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -454080.062500 Penalty: 2664.825684
	Iteration 16Q: 3 clusters Score -454080.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -454108.531250 Penalty: 2664.825684
	Iteration 17Q: 3 clusters Score -454108.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -454133.937500 Penalty: 2664.825684
	Iteration 18Q: 3 clusters Score -454133.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -454160.406250 Penalty: 2664.825684
	Iteration 19Q: 3 clusters Score -454160.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -454181.875000 Penalty: 2664.825684
	Iteration 20F: 3 clusters Score -454181.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -454198.218750 Penalty: 2664.825684
	Iteration 21Q: 3 clusters Score -454198.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -454210.812500 Penalty: 2664.825684
	Iteration 22Q: 3 clusters Score -454210.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -454228.437500 Penalty: 2664.825684
	Iteration 23Q: 3 clusters Score -454228.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -454238.156250 Penalty: 2664.825684
	Iteration 24Q: 3 clusters Score -454238.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -454243.656250 Penalty: 2664.825684
	Iteration 25Q: 3 clusters Score -454243.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -454248.812500 Penalty: 2664.825684
	Iteration 26Q: 3 clusters Score -454248.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -454253.750000 Penalty: 2664.825684
	Iteration 27Q: 3 clusters Score -454253.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -454256.531250 Penalty: 2664.825684
	Iteration 28Q: 3 clusters Score -454256.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -454257.593750 Penalty: 2664.825684
	Iteration 29Q: 3 clusters Score -454257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -454258.312500 Penalty: 2664.825684
	Iteration 30Q: 3 clusters Score -454258.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -454258.781250 Penalty: 2664.825684
	Iteration 31Q: 3 clusters Score -454258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -454259.500000 Penalty: 2664.825684
	Iteration 32Q: 3 clusters Score -454259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -454259.000000 Penalty: 2664.825684
	Iteration 33Q: 3 clusters Score -454259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -454259.750000 Penalty: 2664.825684
	Iteration 34Q: 3 clusters Score -454259.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -454259.750000 Penalty: 2664.825684
	Iteration 35Q: 3 clusters Score -454259.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -454260.125000 Penalty: 2664.825684
	Iteration 36Q: 3 clusters Score -454260.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -454260.125000 Penalty: 2664.825684
	Iteration 37F: 3 clusters Score -454260.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -28736.486328 Penalty: 906.706116
	Iteration 0F: 2 clusters Score -28736.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27939.671875 Penalty: 1813.412231
	Iteration 0F: 3 clusters Score -27939.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28038.400391 Penalty: 1813.412231
	Iteration 1F: 3 clusters Score -28038.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28080.308594 Penalty: 1813.412231
	Iteration 2Q: 3 clusters Score -28080.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28084.917969 Penalty: 1813.412231
	Iteration 3Q: 3 clusters Score -28084.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28086.058594 Penalty: 1813.412231
	Iteration 4Q: 3 clusters Score -28086.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28090.724609 Penalty: 1813.412231
	Iteration 5Q: 3 clusters Score -28090.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28090.724609 Penalty: 1813.412231
	Iteration 6F: 3 clusters Score -28090.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Entering Unmasked Estep 
Score: -447130.406250 Penalty: 1336.208618
	Iteration 0F: 2 clusters Score -447130.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -443962.843750 Penalty: 2672.417236
	Iteration 0F: 3 clusters Score -443962.8 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -444886.500000 Penalty: 2672.417236
	Iteration 1F: 3 clusters Score -444886.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -445197.437500 Penalty: 2672.417236
	Iteration 2F: 3 clusters Score -445197.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -445429.750000 Penalty: 2672.417236
	Iteration 3F: 3 clusters Score -445429.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -445681.687500 Penalty: 2672.417236
	Iteration 4F: 3 clusters Score -445681.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -445917.375000 Penalty: 2672.417236
	Iteration 5F: 3 clusters Score -445917.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -446077.968750 Penalty: 2672.417236
	Iteration 6F: 3 clusters Score -446078 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -446191.531250 Penalty: 2672.417236
	Iteration 7Q: 3 clusters Score -446191.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -446259.500000 Penalty: 2672.417236
	Iteration 8Q: 3 clusters Score -446259.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -446302.062500 Penalty: 2672.417236
	Iteration 9Q: 3 clusters Score -446302.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -446323.625000 Penalty: 2672.417236
	Iteration 10Q: 3 clusters Score -446323.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -446336.562500 Penalty: 2672.417236
	Iteration 11Q: 3 clusters Score -446336.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -446348.031250 Penalty: 2672.417236
	Iteration 12Q: 3 clusters Score -446348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -446361.625000 Penalty: 2672.417236
	Iteration 13Q: 3 clusters Score -446361.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -446372.343750 Penalty: 2672.417236
	Iteration 14Q: 3 clusters Score -446372.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -446379.000000 Penalty: 2672.417236
	Iteration 15Q: 3 clusters Score -446379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -446383.562500 Penalty: 2672.417236
	Iteration 16Q: 3 clusters Score -446383.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -446385.843750 Penalty: 2672.417236
	Iteration 17Q: 3 clusters Score -446385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -446386.375000 Penalty: 2672.417236
	Iteration 18Q: 3 clusters Score -446386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -446386.250000 Penalty: 2672.417236
	Iteration 19Q: 3 clusters Score -446386.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -446387.562500 Penalty: 2672.417236
	Iteration 20F: 3 clusters Score -446387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -446388.843750 Penalty: 2672.417236
	Iteration 21Q: 3 clusters Score -446388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -446390.656250 Penalty: 2672.417236
	Iteration 22Q: 3 clusters Score -446390.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -446391.375000 Penalty: 2672.417236
	Iteration 23Q: 3 clusters Score -446391.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -446394.093750 Penalty: 2672.417236
	Iteration 24Q: 3 clusters Score -446394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -446394.218750 Penalty: 2672.417236
	Iteration 25Q: 3 clusters Score -446394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -446394.218750 Penalty: 2672.417236
	Iteration 26F: 3 clusters Score -446394.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (59659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Entering Unmasked Estep 
Score: -7008677.500000 Penalty: 1786.915039
	Iteration 0F: 2 clusters Score -7008678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -6968932.000000 Penalty: 3573.830078
	Iteration 0F: 3 clusters Score -6968932 nChanged 28176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -6985527.500000 Penalty: 3573.830078
	Iteration 1F: 3 clusters Score -6985528 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -6986675.000000 Penalty: 3573.830078
	Iteration 2Q: 3 clusters Score -6986675 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -6987890.500000 Penalty: 3573.830078
	Iteration 3Q: 3 clusters Score -6987890 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -6989226.500000 Penalty: 3573.830078
	Iteration 4F: 3 clusters Score -6989226 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -6990804.500000 Penalty: 3573.830078
	Iteration 5F: 3 clusters Score -6990804 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -6992570.500000 Penalty: 3573.830078
	Iteration 6F: 3 clusters Score -6992570 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -6994305.000000 Penalty: 3573.830078
	Iteration 7F: 3 clusters Score -6994305 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -6995834.500000 Penalty: 3573.830078
	Iteration 8F: 3 clusters Score -6995834 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -6997054.000000 Penalty: 3573.830078
	Iteration 9Q: 3 clusters Score -6997054 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -6997964.500000 Penalty: 3573.830078
	Iteration 10Q: 3 clusters Score -6997964 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -6998586.000000 Penalty: 3573.830078
	Iteration 11Q: 3 clusters Score -6998586 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -6998932.000000 Penalty: 3573.830078
	Iteration 12Q: 3 clusters Score -6998932 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -6999137.500000 Penalty: 3573.830078
	Iteration 13Q: 3 clusters Score -6999138 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -6999334.000000 Penalty: 3573.830078
	Iteration 14Q: 3 clusters Score -6999334 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -6999444.000000 Penalty: 3573.830078
	Iteration 15Q: 3 clusters Score -6999444 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -6999584.000000 Penalty: 3573.830078
	Iteration 16Q: 3 clusters Score -6999584 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -6999727.500000 Penalty: 3573.830078
	Iteration 17Q: 3 clusters Score -6999728 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -6999834.500000 Penalty: 3573.830078
	Iteration 18Q: 3 clusters Score -6999834 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -7000010.500000 Penalty: 3573.830078
	Iteration 19Q: 3 clusters Score -7000010 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -7000145.000000 Penalty: 3573.830078
	Iteration 20F: 3 clusters Score -7000145 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -7000274.000000 Penalty: 3573.830078
	Iteration 21Q: 3 clusters Score -7000274 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -7000438.000000 Penalty: 3573.830078
	Iteration 22Q: 3 clusters Score -7000438 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -7000604.500000 Penalty: 3573.830078
	Iteration 23Q: 3 clusters Score -7000604 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -7000768.500000 Penalty: 3573.830078
	Iteration 24Q: 3 clusters Score -7000768 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -7000937.500000 Penalty: 3573.830078
	Iteration 25Q: 3 clusters Score -7000938 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -7001069.500000 Penalty: 3573.830078
	Iteration 26Q: 3 clusters Score -7001070 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -7001171.000000 Penalty: 3573.830078
	Iteration 27Q: 3 clusters Score -7001171 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -7001339.500000 Penalty: 3573.830078
	Iteration 28Q: 3 clusters Score -7001340 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -7001480.000000 Penalty: 3573.830078
	Iteration 29Q: 3 clusters Score -7001480 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -7001618.500000 Penalty: 3573.830078
	Iteration 30Q: 3 clusters Score -7001618 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -7001738.500000 Penalty: 3573.830078
	Iteration 31Q: 3 clusters Score -7001738 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -7001889.500000 Penalty: 3573.830078
	Iteration 32Q: 3 clusters Score -7001890 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -7002035.500000 Penalty: 3573.830078
	Iteration 33Q: 3 clusters Score -7002036 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -7002172.500000 Penalty: 3573.830078
	Iteration 34Q: 3 clusters Score -7002172 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -7002360.000000 Penalty: 3573.830078
	Iteration 35Q: 3 clusters Score -7002360 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -7002525.000000 Penalty: 3573.830078
	Iteration 36Q: 3 clusters Score -7002525 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -7002719.000000 Penalty: 3573.830078
	Iteration 37Q: 3 clusters Score -7002719 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -7002950.500000 Penalty: 3573.830078
	Iteration 38Q: 3 clusters Score -7002950 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -7003178.000000 Penalty: 3573.830078
	Iteration 39Q: 3 clusters Score -7003178 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -7003413.500000 Penalty: 3573.830078
	Iteration 40F: 3 clusters Score -7003414 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -7003671.000000 Penalty: 3573.830078
	Iteration 41Q: 3 clusters Score -7003671 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -7003991.000000 Penalty: 3573.830078
	Iteration 42Q: 3 clusters Score -7003991 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -7004329.000000 Penalty: 3573.830078
	Iteration 43Q: 3 clusters Score -7004329 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -7004683.000000 Penalty: 3573.830078
	Iteration 44Q: 3 clusters Score -7004683 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -7005074.500000 Penalty: 3573.830078
	Iteration 45Q: 3 clusters Score -7005074 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -7005438.000000 Penalty: 3573.830078
	Iteration 46Q: 3 clusters Score -7005438 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -7005792.500000 Penalty: 3573.830078
	Iteration 47Q: 3 clusters Score -7005792 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -7006106.000000 Penalty: 3573.830078
	Iteration 48Q: 3 clusters Score -7006106 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -7006377.000000 Penalty: 3573.830078
	Iteration 49Q: 3 clusters Score -7006377 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -7006583.000000 Penalty: 3573.830078
	Iteration 50Q: 3 clusters Score -7006583 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -7006757.000000 Penalty: 3573.830078
	Iteration 51Q: 3 clusters Score -7006757 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -7006898.000000 Penalty: 3573.830078
	Iteration 52Q: 3 clusters Score -7006898 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7007009.500000 Penalty: 3573.830078
	Iteration 53Q: 3 clusters Score -7007010 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57888 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7007078.000000 Penalty: 3573.830078
	Iteration 54Q: 3 clusters Score -7007078 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58037 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7007157.000000 Penalty: 3573.830078
	Iteration 55Q: 3 clusters Score -7007157 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7007206.500000 Penalty: 3573.830078
	Iteration 56Q: 3 clusters Score -7007206 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7007249.000000 Penalty: 3573.830078
	Iteration 57Q: 3 clusters Score -7007249 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7007288.500000 Penalty: 3573.830078
	Iteration 58Q: 3 clusters Score -7007288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7007331.000000 Penalty: 3573.830078
	Iteration 59Q: 3 clusters Score -7007331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7007351.000000 Penalty: 3573.830078
	Iteration 60F: 3 clusters Score -7007351 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7007367.000000 Penalty: 3573.830078
	Iteration 61Q: 3 clusters Score -7007367 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7007372.000000 Penalty: 3573.830078
	Iteration 62Q: 3 clusters Score -7007372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7007391.500000 Penalty: 3573.830078
	Iteration 63Q: 3 clusters Score -7007392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7007398.000000 Penalty: 3573.830078
	Iteration 64Q: 3 clusters Score -7007398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7007405.500000 Penalty: 3573.830078
	Iteration 65Q: 3 clusters Score -7007406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7007418.000000 Penalty: 3573.830078
	Iteration 66Q: 3 clusters Score -7007418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7007432.000000 Penalty: 3573.830078
	Iteration 67Q: 3 clusters Score -7007432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7007433.000000 Penalty: 3573.830078
	Iteration 68Q: 3 clusters Score -7007433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7007436.500000 Penalty: 3573.830078
	Iteration 69Q: 3 clusters Score -7007436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7007453.500000 Penalty: 3573.830078
	Iteration 70Q: 3 clusters Score -7007454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7007462.500000 Penalty: 3573.830078
	Iteration 71Q: 3 clusters Score -7007462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7007476.500000 Penalty: 3573.830078
	Iteration 72Q: 3 clusters Score -7007476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7007480.500000 Penalty: 3573.830078
	Iteration 73Q: 3 clusters Score -7007480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7007484.500000 Penalty: 3573.830078
	Iteration 74Q: 3 clusters Score -7007484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7007483.500000 Penalty: 3573.830078
	Iteration 75Q: 3 clusters Score -7007484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7007483.000000 Penalty: 3573.830078
	Iteration 76Q: 3 clusters Score -7007483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7007483.000000 Penalty: 3573.830078
	Iteration 77Q: 3 clusters Score -7007483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7007482.500000 Penalty: 3573.830078
	Iteration 78Q: 3 clusters Score -7007482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7007482.500000 Penalty: 3573.830078
	Iteration 79Q: 3 clusters Score -7007482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7007482.500000 Penalty: 3573.830078
	Iteration 80F: 3 clusters Score -7007482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Entering Unmasked Estep 
Score: -3843178.250000 Penalty: 1676.467407
	Iteration 0F: 2 clusters Score -3843178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3822763.250000 Penalty: 3352.934814
	Iteration 0F: 3 clusters Score -3822763 nChanged 13942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3830378.250000 Penalty: 3352.934814
	Iteration 1F: 3 clusters Score -3830378 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -3830819.500000 Penalty: 3352.934814
	Iteration 2Q: 3 clusters Score -3830820 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3831261.250000 Penalty: 3352.934814
	Iteration 3Q: 3 clusters Score -3831261 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3831748.250000 Penalty: 3352.934814
	Iteration 4Q: 3 clusters Score -3831748 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3832303.000000 Penalty: 3352.934814
	Iteration 5Q: 3 clusters Score -3832303 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3832973.750000 Penalty: 3352.934814
	Iteration 6Q: 3 clusters Score -3832974 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3833766.000000 Penalty: 3352.934814
	Iteration 7F: 3 clusters Score -3833766 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3834684.750000 Penalty: 3352.934814
	Iteration 8F: 3 clusters Score -3834685 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -3835622.000000 Penalty: 3352.934814
	Iteration 9F: 3 clusters Score -3835622 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3836459.250000 Penalty: 3352.934814
	Iteration 10F: 3 clusters Score -3836459 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3837165.000000 Penalty: 3352.934814
	Iteration 11Q: 3 clusters Score -3837165 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3837759.000000 Penalty: 3352.934814
	Iteration 12Q: 3 clusters Score -3837759 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3838268.000000 Penalty: 3352.934814
	Iteration 13Q: 3 clusters Score -3838268 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3838612.000000 Penalty: 3352.934814
	Iteration 14Q: 3 clusters Score -3838612 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3838896.500000 Penalty: 3352.934814
	Iteration 15Q: 3 clusters Score -3838896 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -3839160.250000 Penalty: 3352.934814
	Iteration 16Q: 3 clusters Score -3839160 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3839401.000000 Penalty: 3352.934814
	Iteration 17Q: 3 clusters Score -3839401 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3839584.000000 Penalty: 3352.934814
	Iteration 18Q: 3 clusters Score -3839584 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3839768.750000 Penalty: 3352.934814
	Iteration 19Q: 3 clusters Score -3839769 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3839929.000000 Penalty: 3352.934814
	Iteration 20F: 3 clusters Score -3839929 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -3840061.250000 Penalty: 3352.934814
	Iteration 21Q: 3 clusters Score -3840061 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -3840160.250000 Penalty: 3352.934814
	Iteration 22Q: 3 clusters Score -3840160 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -3840227.000000 Penalty: 3352.934814
	Iteration 23Q: 3 clusters Score -3840227 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3840285.750000 Penalty: 3352.934814
	Iteration 24Q: 3 clusters Score -3840286 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -3840306.250000 Penalty: 3352.934814
	Iteration 25Q: 3 clusters Score -3840306 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -3840362.000000 Penalty: 3352.934814
	Iteration 26Q: 3 clusters Score -3840362 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3840409.750000 Penalty: 3352.934814
	Iteration 27Q: 3 clusters Score -3840410 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -3840428.000000 Penalty: 3352.934814
	Iteration 28Q: 3 clusters Score -3840428 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -3840466.000000 Penalty: 3352.934814
	Iteration 29Q: 3 clusters Score -3840466 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -3840481.500000 Penalty: 3352.934814
	Iteration 30Q: 3 clusters Score -3840482 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3840511.500000 Penalty: 3352.934814
	Iteration 31Q: 3 clusters Score -3840512 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3840515.000000 Penalty: 3352.934814
	Iteration 32Q: 3 clusters Score -3840515 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3840543.500000 Penalty: 3352.934814
	Iteration 33Q: 3 clusters Score -3840544 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3840550.000000 Penalty: 3352.934814
	Iteration 34Q: 3 clusters Score -3840550 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -3840583.500000 Penalty: 3352.934814
	Iteration 35Q: 3 clusters Score -3840584 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -3840606.000000 Penalty: 3352.934814
	Iteration 36Q: 3 clusters Score -3840606 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3840623.500000 Penalty: 3352.934814
	Iteration 37Q: 3 clusters Score -3840624 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3840631.000000 Penalty: 3352.934814
	Iteration 38Q: 3 clusters Score -3840631 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3840657.750000 Penalty: 3352.934814
	Iteration 39Q: 3 clusters Score -3840658 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -3840679.750000 Penalty: 3352.934814
	Iteration 40F: 3 clusters Score -3840680 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -3840703.750000 Penalty: 3352.934814
	Iteration 41Q: 3 clusters Score -3840704 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3840720.500000 Penalty: 3352.934814
	Iteration 42Q: 3 clusters Score -3840720 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3840746.750000 Penalty: 3352.934814
	Iteration 43Q: 3 clusters Score -3840747 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -3840777.500000 Penalty: 3352.934814
	Iteration 44Q: 3 clusters Score -3840778 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -3840816.000000 Penalty: 3352.934814
	Iteration 45Q: 3 clusters Score -3840816 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3840831.500000 Penalty: 3352.934814
	Iteration 46Q: 3 clusters Score -3840832 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3840851.000000 Penalty: 3352.934814
	Iteration 47Q: 3 clusters Score -3840851 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -3840868.250000 Penalty: 3352.934814
	Iteration 48Q: 3 clusters Score -3840868 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -3840875.750000 Penalty: 3352.934814
	Iteration 49Q: 3 clusters Score -3840876 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -3840897.000000 Penalty: 3352.934814
	Iteration 50Q: 3 clusters Score -3840897 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -3840904.250000 Penalty: 3352.934814
	Iteration 51Q: 3 clusters Score -3840904 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -3840914.000000 Penalty: 3352.934814
	Iteration 52Q: 3 clusters Score -3840914 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3840922.250000 Penalty: 3352.934814
	Iteration 53Q: 3 clusters Score -3840922 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3840934.000000 Penalty: 3352.934814
	Iteration 54Q: 3 clusters Score -3840934 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -3840967.750000 Penalty: 3352.934814
	Iteration 55Q: 3 clusters Score -3840968 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -3840988.250000 Penalty: 3352.934814
	Iteration 56Q: 3 clusters Score -3840988 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3841009.500000 Penalty: 3352.934814
	Iteration 57Q: 3 clusters Score -3841010 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -3841020.000000 Penalty: 3352.934814
	Iteration 58Q: 3 clusters Score -3841020 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3841037.750000 Penalty: 3352.934814
	Iteration 59Q: 3 clusters Score -3841038 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -3841043.000000 Penalty: 3352.934814
	Iteration 60F: 3 clusters Score -3841043 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -3841062.250000 Penalty: 3352.934814
	Iteration 61Q: 3 clusters Score -3841062 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3841075.500000 Penalty: 3352.934814
	Iteration 62Q: 3 clusters Score -3841076 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -3841086.000000 Penalty: 3352.934814
	Iteration 63Q: 3 clusters Score -3841086 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3841088.500000 Penalty: 3352.934814
	Iteration 64Q: 3 clusters Score -3841088 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -3841088.750000 Penalty: 3352.934814
	Iteration 65Q: 3 clusters Score -3841089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3841103.250000 Penalty: 3352.934814
	Iteration 66Q: 3 clusters Score -3841103 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3841113.000000 Penalty: 3352.934814
	Iteration 67Q: 3 clusters Score -3841113 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3841128.750000 Penalty: 3352.934814
	Iteration 68Q: 3 clusters Score -3841129 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3841139.500000 Penalty: 3352.934814
	Iteration 69Q: 3 clusters Score -3841140 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3841163.750000 Penalty: 3352.934814
	Iteration 70Q: 3 clusters Score -3841164 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3841182.750000 Penalty: 3352.934814
	Iteration 71Q: 3 clusters Score -3841183 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -3841193.000000 Penalty: 3352.934814
	Iteration 72Q: 3 clusters Score -3841193 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -3841219.000000 Penalty: 3352.934814
	Iteration 73Q: 3 clusters Score -3841219 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3841238.500000 Penalty: 3352.934814
	Iteration 74Q: 3 clusters Score -3841238 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3841260.250000 Penalty: 3352.934814
	Iteration 75Q: 3 clusters Score -3841260 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3841282.500000 Penalty: 3352.934814
	Iteration 76Q: 3 clusters Score -3841282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3841301.000000 Penalty: 3352.934814
	Iteration 77Q: 3 clusters Score -3841301 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -3841322.000000 Penalty: 3352.934814
	Iteration 78Q: 3 clusters Score -3841322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3841338.000000 Penalty: 3352.934814
	Iteration 79Q: 3 clusters Score -3841338 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -3841351.500000 Penalty: 3352.934814
	Iteration 80F: 3 clusters Score -3841352 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -3841360.500000 Penalty: 3352.934814
	Iteration 81Q: 3 clusters Score -3841360 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3841384.750000 Penalty: 3352.934814
	Iteration 82Q: 3 clusters Score -3841385 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3841394.000000 Penalty: 3352.934814
	Iteration 83Q: 3 clusters Score -3841394 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3841401.250000 Penalty: 3352.934814
	Iteration 84Q: 3 clusters Score -3841401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3841412.750000 Penalty: 3352.934814
	Iteration 85Q: 3 clusters Score -3841413 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3841427.250000 Penalty: 3352.934814
	Iteration 86Q: 3 clusters Score -3841427 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3841447.750000 Penalty: 3352.934814
	Iteration 87Q: 3 clusters Score -3841448 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3841463.750000 Penalty: 3352.934814
	Iteration 88Q: 3 clusters Score -3841464 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3841481.500000 Penalty: 3352.934814
	Iteration 89Q: 3 clusters Score -3841482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3841488.250000 Penalty: 3352.934814
	Iteration 90Q: 3 clusters Score -3841488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3841499.750000 Penalty: 3352.934814
	Iteration 91Q: 3 clusters Score -3841500 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3841510.250000 Penalty: 3352.934814
	Iteration 92Q: 3 clusters Score -3841510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3841513.000000 Penalty: 3352.934814
	Iteration 93Q: 3 clusters Score -3841513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3841528.250000 Penalty: 3352.934814
	Iteration 94Q: 3 clusters Score -3841528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3841536.250000 Penalty: 3352.934814
	Iteration 95Q: 3 clusters Score -3841536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -3841539.750000 Penalty: 3352.934814
	Iteration 96Q: 3 clusters Score -3841540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3841557.750000 Penalty: 3352.934814
	Iteration 97Q: 3 clusters Score -3841558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3841564.000000 Penalty: 3352.934814
	Iteration 98Q: 3 clusters Score -3841564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3841570.750000 Penalty: 3352.934814
	Iteration 99Q: 3 clusters Score -3841571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3841568.250000 Penalty: 3352.934814
	Iteration 100F: 3 clusters Score -3841568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3841577.000000 Penalty: 3352.934814
	Iteration 101Q: 3 clusters Score -3841577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3841571.250000 Penalty: 3352.934814
	Iteration 102Q: 3 clusters Score -3841571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3841571.750000 Penalty: 3352.934814
	Iteration 103Q: 3 clusters Score -3841572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3841579.000000 Penalty: 3352.934814
	Iteration 104Q: 3 clusters Score -3841579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3841582.250000 Penalty: 3352.934814
	Iteration 105Q: 3 clusters Score -3841582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3841588.500000 Penalty: 3352.934814
	Iteration 106Q: 3 clusters Score -3841588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3841589.250000 Penalty: 3352.934814
	Iteration 107Q: 3 clusters Score -3841589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3841585.750000 Penalty: 3352.934814
	Iteration 108Q: 3 clusters Score -3841586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3841578.000000 Penalty: 3352.934814
	Iteration 109Q: 3 clusters Score -3841578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3841585.000000 Penalty: 3352.934814
	Iteration 110Q: 3 clusters Score -3841585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3841593.500000 Penalty: 3352.934814
	Iteration 111Q: 3 clusters Score -3841594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3841594.000000 Penalty: 3352.934814
	Iteration 112Q: 3 clusters Score -3841594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3841592.000000 Penalty: 3352.934814
	Iteration 113Q: 3 clusters Score -3841592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3841596.750000 Penalty: 3352.934814
	Iteration 114Q: 3 clusters Score -3841597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3841597.250000 Penalty: 3352.934814
	Iteration 115Q: 3 clusters Score -3841597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3841596.000000 Penalty: 3352.934814
	Iteration 116Q: 3 clusters Score -3841596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3841596.750000 Penalty: 3352.934814
	Iteration 117Q: 3 clusters Score -3841597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3841597.250000 Penalty: 3352.934814
	Iteration 118Q: 3 clusters Score -3841597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3841593.000000 Penalty: 3352.934814
	Iteration 119Q: 3 clusters Score -3841593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3841598.000000 Penalty: 3352.934814
	Iteration 120F: 3 clusters Score -3841598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3841601.000000 Penalty: 3352.934814
	Iteration 121Q: 3 clusters Score -3841601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3841601.000000 Penalty: 3352.934814
	Iteration 122Q: 3 clusters Score -3841601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3841608.250000 Penalty: 3352.934814
	Iteration 123Q: 3 clusters Score -3841608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3841613.250000 Penalty: 3352.934814
	Iteration 124Q: 3 clusters Score -3841613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3841606.500000 Penalty: 3352.934814
	Iteration 125Q: 3 clusters Score -3841606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3841619.750000 Penalty: 3352.934814
	Iteration 126Q: 3 clusters Score -3841620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3841619.750000 Penalty: 3352.934814
	Iteration 127Q: 3 clusters Score -3841620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3841621.500000 Penalty: 3352.934814
	Iteration 128Q: 3 clusters Score -3841622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3841633.250000 Penalty: 3352.934814
	Iteration 129Q: 3 clusters Score -3841633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3841636.250000 Penalty: 3352.934814
	Iteration 130Q: 3 clusters Score -3841636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3841642.000000 Penalty: 3352.934814
	Iteration 131Q: 3 clusters Score -3841642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3841643.250000 Penalty: 3352.934814
	Iteration 132Q: 3 clusters Score -3841643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3841632.500000 Penalty: 3352.934814
	Iteration 133Q: 3 clusters Score -3841632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3841637.250000 Penalty: 3352.934814
	Iteration 134Q: 3 clusters Score -3841637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3841637.750000 Penalty: 3352.934814
	Iteration 135Q: 3 clusters Score -3841638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3841642.750000 Penalty: 3352.934814
	Iteration 136Q: 3 clusters Score -3841643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3841644.500000 Penalty: 3352.934814
	Iteration 137Q: 3 clusters Score -3841644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3841647.500000 Penalty: 3352.934814
	Iteration 138Q: 3 clusters Score -3841648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3841648.750000 Penalty: 3352.934814
	Iteration 139Q: 3 clusters Score -3841649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3841648.250000 Penalty: 3352.934814
	Iteration 140F: 3 clusters Score -3841648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3841647.000000 Penalty: 3352.934814
	Iteration 141Q: 3 clusters Score -3841647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3841648.500000 Penalty: 3352.934814
	Iteration 142Q: 3 clusters Score -3841648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3841648.500000 Penalty: 3352.934814
	Iteration 143F: 3 clusters Score -3841648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Entering Unmasked Estep 
Score: -1436958.750000 Penalty: 1517.358276
	Iteration 0F: 2 clusters Score -1436959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1428917.750000 Penalty: 3034.716553
	Iteration 0F: 3 clusters Score -1428918 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1431695.625000 Penalty: 3034.716553
	Iteration 1F: 3 clusters Score -1431696 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1432099.000000 Penalty: 3034.716553
	Iteration 2F: 3 clusters Score -1432099 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1432518.250000 Penalty: 3034.716553
	Iteration 3F: 3 clusters Score -1432518 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1433002.125000 Penalty: 3034.716553
	Iteration 4F: 3 clusters Score -1433002 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1433505.125000 Penalty: 3034.716553
	Iteration 5F: 3 clusters Score -1433505 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1433965.000000 Penalty: 3034.716553
	Iteration 6F: 3 clusters Score -1433965 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1434312.500000 Penalty: 3034.716553
	Iteration 7F: 3 clusters Score -1434312 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1434580.375000 Penalty: 3034.716553
	Iteration 8Q: 3 clusters Score -1434580 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1434826.750000 Penalty: 3034.716553
	Iteration 9Q: 3 clusters Score -1434827 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1435020.500000 Penalty: 3034.716553
	Iteration 10Q: 3 clusters Score -1435020 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1435156.375000 Penalty: 3034.716553
	Iteration 11Q: 3 clusters Score -1435156 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1435239.875000 Penalty: 3034.716553
	Iteration 12Q: 3 clusters Score -1435240 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1435303.500000 Penalty: 3034.716553
	Iteration 13Q: 3 clusters Score -1435304 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1435357.750000 Penalty: 3034.716553
	Iteration 14Q: 3 clusters Score -1435358 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1435392.375000 Penalty: 3034.716553
	Iteration 15Q: 3 clusters Score -1435392 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1435426.250000 Penalty: 3034.716553
	Iteration 16Q: 3 clusters Score -1435426 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1435452.750000 Penalty: 3034.716553
	Iteration 17Q: 3 clusters Score -1435453 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1435482.125000 Penalty: 3034.716553
	Iteration 18Q: 3 clusters Score -1435482 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1435520.875000 Penalty: 3034.716553
	Iteration 19Q: 3 clusters Score -1435521 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1435548.750000 Penalty: 3034.716553
	Iteration 20F: 3 clusters Score -1435549 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1435583.000000 Penalty: 3034.716553
	Iteration 21Q: 3 clusters Score -1435583 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1435616.375000 Penalty: 3034.716553
	Iteration 22Q: 3 clusters Score -1435616 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1435634.625000 Penalty: 3034.716553
	Iteration 23Q: 3 clusters Score -1435635 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1435653.625000 Penalty: 3034.716553
	Iteration 24Q: 3 clusters Score -1435654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1435667.875000 Penalty: 3034.716553
	Iteration 25Q: 3 clusters Score -1435668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1435682.750000 Penalty: 3034.716553
	Iteration 26Q: 3 clusters Score -1435683 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1435694.625000 Penalty: 3034.716553
	Iteration 27Q: 3 clusters Score -1435695 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1435702.750000 Penalty: 3034.716553
	Iteration 28Q: 3 clusters Score -1435703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1435715.250000 Penalty: 3034.716553
	Iteration 29Q: 3 clusters Score -1435715 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1435726.125000 Penalty: 3034.716553
	Iteration 30Q: 3 clusters Score -1435726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1435735.250000 Penalty: 3034.716553
	Iteration 31Q: 3 clusters Score -1435735 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1435744.875000 Penalty: 3034.716553
	Iteration 32Q: 3 clusters Score -1435745 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1435755.500000 Penalty: 3034.716553
	Iteration 33Q: 3 clusters Score -1435756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1435764.750000 Penalty: 3034.716553
	Iteration 34Q: 3 clusters Score -1435765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1435770.875000 Penalty: 3034.716553
	Iteration 35Q: 3 clusters Score -1435771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1435773.375000 Penalty: 3034.716553
	Iteration 36Q: 3 clusters Score -1435773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1435781.375000 Penalty: 3034.716553
	Iteration 37Q: 3 clusters Score -1435781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1435789.500000 Penalty: 3034.716553
	Iteration 38Q: 3 clusters Score -1435790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1435795.750000 Penalty: 3034.716553
	Iteration 39Q: 3 clusters Score -1435796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1435800.000000 Penalty: 3034.716553
	Iteration 40F: 3 clusters Score -1435800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1435804.000000 Penalty: 3034.716553
	Iteration 41Q: 3 clusters Score -1435804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1435804.625000 Penalty: 3034.716553
	Iteration 42Q: 3 clusters Score -1435805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1435805.500000 Penalty: 3034.716553
	Iteration 43Q: 3 clusters Score -1435806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1435805.000000 Penalty: 3034.716553
	Iteration 44Q: 3 clusters Score -1435805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1435805.250000 Penalty: 3034.716553
	Iteration 45Q: 3 clusters Score -1435805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1435805.625000 Penalty: 3034.716553
	Iteration 46Q: 3 clusters Score -1435806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1435807.750000 Penalty: 3034.716553
	Iteration 47Q: 3 clusters Score -1435808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1435808.750000 Penalty: 3034.716553
	Iteration 48Q: 3 clusters Score -1435809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1435806.625000 Penalty: 3034.716553
	Iteration 49Q: 3 clusters Score -1435807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1435806.500000 Penalty: 3034.716553
	Iteration 50Q: 3 clusters Score -1435806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1435808.500000 Penalty: 3034.716553
	Iteration 51Q: 3 clusters Score -1435808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1435809.375000 Penalty: 3034.716553
	Iteration 52Q: 3 clusters Score -1435809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1435808.750000 Penalty: 3034.716553
	Iteration 53Q: 3 clusters Score -1435809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1435808.750000 Penalty: 3034.716553
	Iteration 54Q: 3 clusters Score -1435809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1435808.750000 Penalty: 3034.716553
	Iteration 55Q: 3 clusters Score -1435809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1435808.750000 Penalty: 3034.716553
	Iteration 56F: 3 clusters Score -1435809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -51131.183594 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -51131.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50155.355469 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -50155.36 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50423.546875 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -50423.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50526.062500 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -50526.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -50566.285156 Penalty: 2019.096924
	Iteration 3F: 3 clusters Score -50566.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50601.292969 Penalty: 2019.096924
	Iteration 4Q: 3 clusters Score -50601.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -50630.984375 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -50630.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -50676.007812 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -50676.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -50717.382812 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -50717.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -50754.625000 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -50754.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -50778.871094 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -50778.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -50781.320312 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -50781.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -50781.320312 Penalty: 2019.096924
	Iteration 11F: 3 clusters Score -50781.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Entering Unmasked Estep 
Score: -2914938.000000 Penalty: 1634.294312
	Iteration 0F: 2 clusters Score -2914938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2899073.750000 Penalty: 3268.588623
	Iteration 0F: 3 clusters Score -2899074 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2905010.750000 Penalty: 3268.588623
	Iteration 1F: 3 clusters Score -2905011 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2905436.750000 Penalty: 3268.588623
	Iteration 2F: 3 clusters Score -2905437 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2905960.750000 Penalty: 3268.588623
	Iteration 3F: 3 clusters Score -2905961 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2906679.500000 Penalty: 3268.588623
	Iteration 4F: 3 clusters Score -2906680 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2907710.750000 Penalty: 3268.588623
	Iteration 5F: 3 clusters Score -2907711 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2909044.500000 Penalty: 3268.588623
	Iteration 6F: 3 clusters Score -2909044 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2910451.750000 Penalty: 3268.588623
	Iteration 7F: 3 clusters Score -2910452 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2911594.250000 Penalty: 3268.588623
	Iteration 8F: 3 clusters Score -2911594 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2912401.750000 Penalty: 3268.588623
	Iteration 9Q: 3 clusters Score -2912402 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2912912.500000 Penalty: 3268.588623
	Iteration 10Q: 3 clusters Score -2912912 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2913174.250000 Penalty: 3268.588623
	Iteration 11Q: 3 clusters Score -2913174 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2913327.000000 Penalty: 3268.588623
	Iteration 12Q: 3 clusters Score -2913327 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2913413.000000 Penalty: 3268.588623
	Iteration 13Q: 3 clusters Score -2913413 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2913477.750000 Penalty: 3268.588623
	Iteration 14Q: 3 clusters Score -2913478 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2913516.500000 Penalty: 3268.588623
	Iteration 15Q: 3 clusters Score -2913516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2913564.500000 Penalty: 3268.588623
	Iteration 16Q: 3 clusters Score -2913564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2913591.750000 Penalty: 3268.588623
	Iteration 17Q: 3 clusters Score -2913592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2913621.250000 Penalty: 3268.588623
	Iteration 18Q: 3 clusters Score -2913621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2913635.250000 Penalty: 3268.588623
	Iteration 19Q: 3 clusters Score -2913635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2913652.750000 Penalty: 3268.588623
	Iteration 20F: 3 clusters Score -2913653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2913661.000000 Penalty: 3268.588623
	Iteration 21Q: 3 clusters Score -2913661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2913666.000000 Penalty: 3268.588623
	Iteration 22Q: 3 clusters Score -2913666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2913667.250000 Penalty: 3268.588623
	Iteration 23Q: 3 clusters Score -2913667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2913675.250000 Penalty: 3268.588623
	Iteration 24Q: 3 clusters Score -2913675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2913675.000000 Penalty: 3268.588623
	Iteration 25Q: 3 clusters Score -2913675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2913675.000000 Penalty: 3268.588623
	Iteration 26F: 3 clusters Score -2913675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Entering Unmasked Estep 
Score: -446669.781250 Penalty: 1344.541626
	Iteration 0F: 2 clusters Score -446669.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -443461.343750 Penalty: 2689.083252
	Iteration 0F: 3 clusters Score -443461.3 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -444620.343750 Penalty: 2689.083252
	Iteration 1F: 3 clusters Score -444620.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -444881.375000 Penalty: 2689.083252
	Iteration 2F: 3 clusters Score -444881.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -445082.312500 Penalty: 2689.083252
	Iteration 3F: 3 clusters Score -445082.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -445284.187500 Penalty: 2689.083252
	Iteration 4F: 3 clusters Score -445284.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -445485.187500 Penalty: 2689.083252
	Iteration 5F: 3 clusters Score -445485.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -445662.562500 Penalty: 2689.083252
	Iteration 6F: 3 clusters Score -445662.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -445770.937500 Penalty: 2689.083252
	Iteration 7Q: 3 clusters Score -445770.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -445848.937500 Penalty: 2689.083252
	Iteration 8Q: 3 clusters Score -445848.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -445911.281250 Penalty: 2689.083252
	Iteration 9Q: 3 clusters Score -445911.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -445954.156250 Penalty: 2689.083252
	Iteration 10Q: 3 clusters Score -445954.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -445980.687500 Penalty: 2689.083252
	Iteration 11Q: 3 clusters Score -445980.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -446001.500000 Penalty: 2689.083252
	Iteration 12Q: 3 clusters Score -446001.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -446010.718750 Penalty: 2689.083252
	Iteration 13Q: 3 clusters Score -446010.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -446018.031250 Penalty: 2689.083252
	Iteration 14Q: 3 clusters Score -446018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -446019.593750 Penalty: 2689.083252
	Iteration 15Q: 3 clusters Score -446019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -446021.968750 Penalty: 2689.083252
	Iteration 16Q: 3 clusters Score -446022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -446021.437500 Penalty: 2689.083252
	Iteration 17Q: 3 clusters Score -446021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -446022.906250 Penalty: 2689.083252
	Iteration 18Q: 3 clusters Score -446022.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -446023.531250 Penalty: 2689.083252
	Iteration 19Q: 3 clusters Score -446023.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -446024.406250 Penalty: 2689.083252
	Iteration 20F: 3 clusters Score -446024.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -446026.031250 Penalty: 2689.083252
	Iteration 21Q: 3 clusters Score -446026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -446026.656250 Penalty: 2689.083252
	Iteration 22Q: 3 clusters Score -446026.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -446026.750000 Penalty: 2689.083252
	Iteration 23Q: 3 clusters Score -446026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -446027.968750 Penalty: 2689.083252
	Iteration 24Q: 3 clusters Score -446028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -446028.468750 Penalty: 2689.083252
	Iteration 25Q: 3 clusters Score -446028.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -446029.656250 Penalty: 2689.083252
	Iteration 26Q: 3 clusters Score -446029.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -446031.406250 Penalty: 2689.083252
	Iteration 27Q: 3 clusters Score -446031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -446031.312500 Penalty: 2689.083252
	Iteration 28Q: 3 clusters Score -446031.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -446031.281250 Penalty: 2689.083252
	Iteration 29Q: 3 clusters Score -446031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -446032.750000 Penalty: 2689.083252
	Iteration 30Q: 3 clusters Score -446032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -446033.500000 Penalty: 2689.083252
	Iteration 31Q: 3 clusters Score -446033.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -446034.968750 Penalty: 2689.083252
	Iteration 32Q: 3 clusters Score -446035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -446037.312500 Penalty: 2689.083252
	Iteration 33Q: 3 clusters Score -446037.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -446038.937500 Penalty: 2689.083252
	Iteration 34Q: 3 clusters Score -446038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -446040.593750 Penalty: 2689.083252
	Iteration 35Q: 3 clusters Score -446040.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -446041.406250 Penalty: 2689.083252
	Iteration 36Q: 3 clusters Score -446041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -446042.468750 Penalty: 2689.083252
	Iteration 37Q: 3 clusters Score -446042.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -446043.718750 Penalty: 2689.083252
	Iteration 38Q: 3 clusters Score -446043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -446045.968750 Penalty: 2689.083252
	Iteration 39Q: 3 clusters Score -446046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -446046.718750 Penalty: 2689.083252
	Iteration 40F: 3 clusters Score -446046.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Entering Unmasked Estep 
Score: -3786160.500000 Penalty: 1671.993774
	Iteration 0F: 2 clusters Score -3786160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3766328.000000 Penalty: 3343.987549
	Iteration 0F: 3 clusters Score -3766328 nChanged 13544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3773743.250000 Penalty: 3343.987549
	Iteration 1F: 3 clusters Score -3773743 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3774107.500000 Penalty: 3343.987549
	Iteration 2Q: 3 clusters Score -3774108 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -3774405.250000 Penalty: 3343.987549
	Iteration 3Q: 3 clusters Score -3774405 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3774722.250000 Penalty: 3343.987549
	Iteration 4Q: 3 clusters Score -3774722 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3775124.750000 Penalty: 3343.987549
	Iteration 5Q: 3 clusters Score -3775125 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3775720.250000 Penalty: 3343.987549
	Iteration 6Q: 3 clusters Score -3775720 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3776500.000000 Penalty: 3343.987549
	Iteration 7F: 3 clusters Score -3776500 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -3777576.000000 Penalty: 3343.987549
	Iteration 8F: 3 clusters Score -3777576 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -3779031.000000 Penalty: 3343.987549
	Iteration 9F: 3 clusters Score -3779031 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3780657.500000 Penalty: 3343.987549
	Iteration 10F: 3 clusters Score -3780658 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3782108.500000 Penalty: 3343.987549
	Iteration 11F: 3 clusters Score -3782108 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3783159.000000 Penalty: 3343.987549
	Iteration 12Q: 3 clusters Score -3783159 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3783907.500000 Penalty: 3343.987549
	Iteration 13Q: 3 clusters Score -3783908 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3784294.250000 Penalty: 3343.987549
	Iteration 14Q: 3 clusters Score -3784294 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3784493.250000 Penalty: 3343.987549
	Iteration 15Q: 3 clusters Score -3784493 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3784587.750000 Penalty: 3343.987549
	Iteration 16Q: 3 clusters Score -3784588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3784632.750000 Penalty: 3343.987549
	Iteration 17Q: 3 clusters Score -3784633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3784660.000000 Penalty: 3343.987549
	Iteration 18Q: 3 clusters Score -3784660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3784665.000000 Penalty: 3343.987549
	Iteration 19Q: 3 clusters Score -3784665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3784675.250000 Penalty: 3343.987549
	Iteration 20F: 3 clusters Score -3784675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3784684.250000 Penalty: 3343.987549
	Iteration 21Q: 3 clusters Score -3784684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3784688.000000 Penalty: 3343.987549
	Iteration 22Q: 3 clusters Score -3784688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3784691.750000 Penalty: 3343.987549
	Iteration 23Q: 3 clusters Score -3784692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3784694.500000 Penalty: 3343.987549
	Iteration 24Q: 3 clusters Score -3784694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3784694.500000 Penalty: 3343.987549
	Iteration 25F: 3 clusters Score -3784694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -5333.421875 Penalty: 751.558105
	Iteration 0F: 2 clusters Score -5333.422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4897.252930 Penalty: 1503.116211
	Iteration 0F: 3 clusters Score -4897.253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4933.503906 Penalty: 1503.116211
	Iteration 1F: 3 clusters Score -4933.504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4942.244141 Penalty: 1503.116211
	Iteration 2Q: 3 clusters Score -4942.244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4942.244141 Penalty: 1503.116211
	Iteration 3F: 3 clusters Score -4942.244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -482848.468750 Penalty: 1328.983154
	Iteration 0F: 2 clusters Score -482848.5 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 1805 members 
Entering Unmasked Estep 
Score: -479767.125000 Penalty: 2657.966309
	Iteration 0F: 3 clusters Score -479767.1 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -480510.781250 Penalty: 2657.966309
	Iteration 1F: 3 clusters Score -480510.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -480665.125000 Penalty: 2657.966309
	Iteration 2F: 3 clusters Score -480665.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -480742.468750 Penalty: 2657.966309
	Iteration 3Q: 3 clusters Score -480742.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -480798.093750 Penalty: 2657.966309
	Iteration 4Q: 3 clusters Score -480798.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -480837.375000 Penalty: 2657.966309
	Iteration 5Q: 3 clusters Score -480837.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -480863.406250 Penalty: 2657.966309
	Iteration 6Q: 3 clusters Score -480863.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -480876.687500 Penalty: 2657.966309
	Iteration 7Q: 3 clusters Score -480876.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -480890.843750 Penalty: 2657.966309
	Iteration 8Q: 3 clusters Score -480890.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -480902.250000 Penalty: 2657.966309
	Iteration 9Q: 3 clusters Score -480902.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -480909.906250 Penalty: 2657.966309
	Iteration 10Q: 3 clusters Score -480909.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -480916.531250 Penalty: 2657.966309
	Iteration 11Q: 3 clusters Score -480916.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -480920.281250 Penalty: 2657.966309
	Iteration 12Q: 3 clusters Score -480920.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -480924.000000 Penalty: 2657.966309
	Iteration 13Q: 3 clusters Score -480924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -480927.500000 Penalty: 2657.966309
	Iteration 14Q: 3 clusters Score -480927.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -480931.125000 Penalty: 2657.966309
	Iteration 15Q: 3 clusters Score -480931.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -480937.812500 Penalty: 2657.966309
	Iteration 16Q: 3 clusters Score -480937.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -480942.906250 Penalty: 2657.966309
	Iteration 17Q: 3 clusters Score -480942.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -480948.156250 Penalty: 2657.966309
	Iteration 18Q: 3 clusters Score -480948.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -480953.531250 Penalty: 2657.966309
	Iteration 19Q: 3 clusters Score -480953.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -480957.093750 Penalty: 2657.966309
	Iteration 20F: 3 clusters Score -480957.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -480960.656250 Penalty: 2657.966309
	Iteration 21Q: 3 clusters Score -480960.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -480961.906250 Penalty: 2657.966309
	Iteration 22Q: 3 clusters Score -480961.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -480963.437500 Penalty: 2657.966309
	Iteration 23Q: 3 clusters Score -480963.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -480964.750000 Penalty: 2657.966309
	Iteration 24Q: 3 clusters Score -480964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -480965.093750 Penalty: 2657.966309
	Iteration 25Q: 3 clusters Score -480965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -480965.656250 Penalty: 2657.966309
	Iteration 26Q: 3 clusters Score -480965.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -480966.937500 Penalty: 2657.966309
	Iteration 27Q: 3 clusters Score -480966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -480967.687500 Penalty: 2657.966309
	Iteration 28Q: 3 clusters Score -480967.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -480967.687500 Penalty: 2657.966309
	Iteration 29F: 3 clusters Score -480967.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (138522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138522 members 
Entering Unmasked Estep 
Score: -17573226.000000 Penalty: 1923.802490
	Iteration 0F: 2 clusters Score -1.757323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 69093 members 
Entering Unmasked Estep 
Score: -17491018.000000 Penalty: 3847.604980
	Iteration 0F: 3 clusters Score -1.749102e+07 nChanged 66538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71973 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -17531574.000000 Penalty: 3847.604980
	Iteration 1F: 3 clusters Score -1.753157e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -17533312.000000 Penalty: 3847.604980
	Iteration 2Q: 3 clusters Score -1.753331e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72888 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -17535952.000000 Penalty: 3847.604980
	Iteration 3Q: 3 clusters Score -1.753595e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -17539462.000000 Penalty: 3847.604980
	Iteration 4F: 3 clusters Score -1.753946e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 64372 members 
Entering Unmasked Estep 
Score: -17543738.000000 Penalty: 3847.604980
	Iteration 5F: 3 clusters Score -1.754374e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -17548382.000000 Penalty: 3847.604980
	Iteration 6F: 3 clusters Score -1.754838e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -17552714.000000 Penalty: 3847.604980
	Iteration 7F: 3 clusters Score -1.755271e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 63216 members 
Entering Unmasked Estep 
Score: -17556094.000000 Penalty: 3847.604980
	Iteration 8Q: 3 clusters Score -1.755609e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75020 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -17557900.000000 Penalty: 3847.604980
	Iteration 9Q: 3 clusters Score -1.75579e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74475 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -17558542.000000 Penalty: 3847.604980
	Iteration 10Q: 3 clusters Score -1.755854e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73807 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -17558900.000000 Penalty: 3847.604980
	Iteration 11Q: 3 clusters Score -1.75589e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73119 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -17559066.000000 Penalty: 3847.604980
	Iteration 12Q: 3 clusters Score -1.755907e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72411 members 
Mstep: Class 2 contains 66111 members 
Entering Unmasked Estep 
Score: -17559306.000000 Penalty: 3847.604980
	Iteration 13Q: 3 clusters Score -1.755931e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -17559378.000000 Penalty: 3847.604980
	Iteration 14Q: 3 clusters Score -1.755938e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 67538 members 
Entering Unmasked Estep 
Score: -17559470.000000 Penalty: 3847.604980
	Iteration 15Q: 3 clusters Score -1.755947e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
Score: -17559550.000000 Penalty: 3847.604980
	Iteration 16Q: 3 clusters Score -1.755955e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -17559706.000000 Penalty: 3847.604980
	Iteration 17Q: 3 clusters Score -1.755971e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 69804 members 
Entering Unmasked Estep 
Score: -17559812.000000 Penalty: 3847.604980
	Iteration 18Q: 3 clusters Score -1.755981e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 70586 members 
Entering Unmasked Estep 
Score: -17559914.000000 Penalty: 3847.604980
	Iteration 19Q: 3 clusters Score -1.755991e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67110 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -17559998.000000 Penalty: 3847.604980
	Iteration 20F: 3 clusters Score -1.756e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -17560176.000000 Penalty: 3847.604980
	Iteration 21Q: 3 clusters Score -1.756018e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -17560288.000000 Penalty: 3847.604980
	Iteration 22Q: 3 clusters Score -1.756029e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 73910 members 
Entering Unmasked Estep 
Score: -17560478.000000 Penalty: 3847.604980
	Iteration 23Q: 3 clusters Score -1.756048e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 74742 members 
Entering Unmasked Estep 
Score: -17560534.000000 Penalty: 3847.604980
	Iteration 24Q: 3 clusters Score -1.756053e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62928 members 
Mstep: Class 2 contains 75594 members 
Entering Unmasked Estep 
Score: -17560718.000000 Penalty: 3847.604980
	Iteration 25Q: 3 clusters Score -1.756072e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 76443 members 
Entering Unmasked Estep 
Score: -17560950.000000 Penalty: 3847.604980
	Iteration 26Q: 3 clusters Score -1.756095e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 77267 members 
Entering Unmasked Estep 
Score: -17561122.000000 Penalty: 3847.604980
	Iteration 27Q: 3 clusters Score -1.756112e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -17561326.000000 Penalty: 3847.604980
	Iteration 28Q: 3 clusters Score -1.756133e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -17561496.000000 Penalty: 3847.604980
	Iteration 29Q: 3 clusters Score -1.75615e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -17561744.000000 Penalty: 3847.604980
	Iteration 30Q: 3 clusters Score -1.756174e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -17561884.000000 Penalty: 3847.604980
	Iteration 31Q: 3 clusters Score -1.756188e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -17562168.000000 Penalty: 3847.604980
	Iteration 32Q: 3 clusters Score -1.756217e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -17562346.000000 Penalty: 3847.604980
	Iteration 33Q: 3 clusters Score -1.756235e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56478 members 
Mstep: Class 2 contains 82044 members 
Entering Unmasked Estep 
Score: -17562586.000000 Penalty: 3847.604980
	Iteration 34Q: 3 clusters Score -1.756259e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56037 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -17562772.000000 Penalty: 3847.604980
	Iteration 35Q: 3 clusters Score -1.756277e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 82856 members 
Entering Unmasked Estep 
Score: -17562900.000000 Penalty: 3847.604980
	Iteration 36Q: 3 clusters Score -1.75629e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 83171 members 
Entering Unmasked Estep 
Score: -17563154.000000 Penalty: 3847.604980
	Iteration 37Q: 3 clusters Score -1.756315e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 83467 members 
Entering Unmasked Estep 
Score: -17563220.000000 Penalty: 3847.604980
	Iteration 38Q: 3 clusters Score -1.756322e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 83756 members 
Entering Unmasked Estep 
Score: -17563468.000000 Penalty: 3847.604980
	Iteration 39Q: 3 clusters Score -1.756347e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 84000 members 
Entering Unmasked Estep 
Score: -17563664.000000 Penalty: 3847.604980
	Iteration 40F: 3 clusters Score -1.756366e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 84207 members 
Entering Unmasked Estep 
Score: -17563780.000000 Penalty: 3847.604980
	Iteration 41Q: 3 clusters Score -1.756378e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -17564006.000000 Penalty: 3847.604980
	Iteration 42Q: 3 clusters Score -1.756401e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
Score: -17564206.000000 Penalty: 3847.604980
	Iteration 43Q: 3 clusters Score -1.756421e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 84750 members 
Entering Unmasked Estep 
Score: -17564388.000000 Penalty: 3847.604980
	Iteration 44Q: 3 clusters Score -1.756439e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 84869 members 
Entering Unmasked Estep 
Score: -17564454.000000 Penalty: 3847.604980
	Iteration 45Q: 3 clusters Score -1.756445e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -17564464.000000 Penalty: 3847.604980
	Iteration 46Q: 3 clusters Score -1.756446e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 84828 members 
Entering Unmasked Estep 
Score: -17564514.000000 Penalty: 3847.604980
	Iteration 47Q: 3 clusters Score -1.756451e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 84774 members 
Entering Unmasked Estep 
Score: -17564564.000000 Penalty: 3847.604980
	Iteration 48Q: 3 clusters Score -1.756456e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 84664 members 
Entering Unmasked Estep 
Score: -17564668.000000 Penalty: 3847.604980
	Iteration 49Q: 3 clusters Score -1.756467e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -17564746.000000 Penalty: 3847.604980
	Iteration 50Q: 3 clusters Score -1.756475e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 84432 members 
Entering Unmasked Estep 
Score: -17564748.000000 Penalty: 3847.604980
	Iteration 51Q: 3 clusters Score -1.756475e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 84331 members 
Entering Unmasked Estep 
Score: -17564848.000000 Penalty: 3847.604980
	Iteration 52Q: 3 clusters Score -1.756485e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 84204 members 
Entering Unmasked Estep 
Score: -17564870.000000 Penalty: 3847.604980
	Iteration 53Q: 3 clusters Score -1.756487e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 84142 members 
Entering Unmasked Estep 
Score: -17564940.000000 Penalty: 3847.604980
	Iteration 54Q: 3 clusters Score -1.756494e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -17564988.000000 Penalty: 3847.604980
	Iteration 55Q: 3 clusters Score -1.756499e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 84039 members 
Entering Unmasked Estep 
Score: -17565012.000000 Penalty: 3847.604980
	Iteration 56Q: 3 clusters Score -1.756501e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -17565040.000000 Penalty: 3847.604980
	Iteration 57Q: 3 clusters Score -1.756504e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 83951 members 
Entering Unmasked Estep 
Score: -17565058.000000 Penalty: 3847.604980
	Iteration 58Q: 3 clusters Score -1.756506e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -17565110.000000 Penalty: 3847.604980
	Iteration 59Q: 3 clusters Score -1.756511e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -17565108.000000 Penalty: 3847.604980
	Iteration 60F: 3 clusters Score -1.756511e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Mstep: Class 2 contains 83710 members 
Entering Unmasked Estep 
Score: -17565064.000000 Penalty: 3847.604980
	Iteration 61Q: 3 clusters Score -1.756506e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 83636 members 
Entering Unmasked Estep 
Score: -17565066.000000 Penalty: 3847.604980
	Iteration 62Q: 3 clusters Score -1.756507e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 83540 members 
Entering Unmasked Estep 
Score: -17565102.000000 Penalty: 3847.604980
	Iteration 63Q: 3 clusters Score -1.75651e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -17565118.000000 Penalty: 3847.604980
	Iteration 64Q: 3 clusters Score -1.756512e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 83310 members 
Entering Unmasked Estep 
Score: -17565140.000000 Penalty: 3847.604980
	Iteration 65Q: 3 clusters Score -1.756514e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 83159 members 
Entering Unmasked Estep 
Score: -17565162.000000 Penalty: 3847.604980
	Iteration 66Q: 3 clusters Score -1.756516e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 83003 members 
Entering Unmasked Estep 
Score: -17565170.000000 Penalty: 3847.604980
	Iteration 67Q: 3 clusters Score -1.756517e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55674 members 
Mstep: Class 2 contains 82848 members 
Entering Unmasked Estep 
Score: -17565172.000000 Penalty: 3847.604980
	Iteration 68Q: 3 clusters Score -1.756517e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 82697 members 
Entering Unmasked Estep 
Score: -17565174.000000 Penalty: 3847.604980
	Iteration 69Q: 3 clusters Score -1.756517e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 82564 members 
Entering Unmasked Estep 
Score: -17565170.000000 Penalty: 3847.604980
	Iteration 70Q: 3 clusters Score -1.756517e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 82406 members 
Entering Unmasked Estep 
Score: -17565140.000000 Penalty: 3847.604980
	Iteration 71Q: 3 clusters Score -1.756514e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -17565120.000000 Penalty: 3847.604980
	Iteration 72Q: 3 clusters Score -1.756512e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -17565138.000000 Penalty: 3847.604980
	Iteration 73Q: 3 clusters Score -1.756514e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 81903 members 
Entering Unmasked Estep 
Score: -17565102.000000 Penalty: 3847.604980
	Iteration 74Q: 3 clusters Score -1.75651e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -17565128.000000 Penalty: 3847.604980
	Iteration 75Q: 3 clusters Score -1.756513e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 81592 members 
Entering Unmasked Estep 
Score: -17565156.000000 Penalty: 3847.604980
	Iteration 76Q: 3 clusters Score -1.756516e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 81440 members 
Entering Unmasked Estep 
Score: -17565194.000000 Penalty: 3847.604980
	Iteration 77Q: 3 clusters Score -1.756519e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 81282 members 
Entering Unmasked Estep 
Score: -17565170.000000 Penalty: 3847.604980
	Iteration 78Q: 3 clusters Score -1.756517e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
Score: -17565168.000000 Penalty: 3847.604980
	Iteration 79Q: 3 clusters Score -1.756517e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57556 members 
Mstep: Class 2 contains 80966 members 
Entering Unmasked Estep 
Score: -17565172.000000 Penalty: 3847.604980
	Iteration 80F: 3 clusters Score -1.756517e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 80810 members 
Entering Unmasked Estep 
Score: -17565202.000000 Penalty: 3847.604980
	Iteration 81Q: 3 clusters Score -1.75652e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -17565216.000000 Penalty: 3847.604980
	Iteration 82Q: 3 clusters Score -1.756522e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 80557 members 
Entering Unmasked Estep 
Score: -17565212.000000 Penalty: 3847.604980
	Iteration 83Q: 3 clusters Score -1.756521e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 80438 members 
Entering Unmasked Estep 
Score: -17565212.000000 Penalty: 3847.604980
	Iteration 84Q: 3 clusters Score -1.756521e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
Score: -17565204.000000 Penalty: 3847.604980
	Iteration 85Q: 3 clusters Score -1.75652e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 80189 members 
Entering Unmasked Estep 
Score: -17565220.000000 Penalty: 3847.604980
	Iteration 86Q: 3 clusters Score -1.756522e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 80053 members 
Entering Unmasked Estep 
Score: -17565218.000000 Penalty: 3847.604980
	Iteration 87Q: 3 clusters Score -1.756522e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -17565198.000000 Penalty: 3847.604980
	Iteration 88Q: 3 clusters Score -1.75652e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -17565192.000000 Penalty: 3847.604980
	Iteration 89Q: 3 clusters Score -1.756519e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -17565172.000000 Penalty: 3847.604980
	Iteration 90Q: 3 clusters Score -1.756517e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -17565178.000000 Penalty: 3847.604980
	Iteration 91Q: 3 clusters Score -1.756518e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -17565156.000000 Penalty: 3847.604980
	Iteration 92Q: 3 clusters Score -1.756516e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
Score: -17565160.000000 Penalty: 3847.604980
	Iteration 93Q: 3 clusters Score -1.756516e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -17565146.000000 Penalty: 3847.604980
	Iteration 94Q: 3 clusters Score -1.756515e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 79184 members 
Entering Unmasked Estep 
Score: -17565168.000000 Penalty: 3847.604980
	Iteration 95Q: 3 clusters Score -1.756517e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 79083 members 
Entering Unmasked Estep 
Score: -17565132.000000 Penalty: 3847.604980
	Iteration 96Q: 3 clusters Score -1.756513e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
Score: -17565144.000000 Penalty: 3847.604980
	Iteration 97Q: 3 clusters Score -1.756514e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 78902 members 
Entering Unmasked Estep 
Score: -17565140.000000 Penalty: 3847.604980
	Iteration 98Q: 3 clusters Score -1.756514e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 78834 members 
Entering Unmasked Estep 
Score: -17565150.000000 Penalty: 3847.604980
	Iteration 99Q: 3 clusters Score -1.756515e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -17565158.000000 Penalty: 3847.604980
	Iteration 100F: 3 clusters Score -1.756516e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 78664 members 
Entering Unmasked Estep 
Score: -17565178.000000 Penalty: 3847.604980
	Iteration 101Q: 3 clusters Score -1.756518e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -17565196.000000 Penalty: 3847.604980
	Iteration 102Q: 3 clusters Score -1.75652e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -17565202.000000 Penalty: 3847.604980
	Iteration 103Q: 3 clusters Score -1.75652e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -17565176.000000 Penalty: 3847.604980
	Iteration 104Q: 3 clusters Score -1.756518e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -17565190.000000 Penalty: 3847.604980
	Iteration 105Q: 3 clusters Score -1.756519e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -17565176.000000 Penalty: 3847.604980
	Iteration 106Q: 3 clusters Score -1.756518e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 78072 members 
Entering Unmasked Estep 
Score: -17565182.000000 Penalty: 3847.604980
	Iteration 107Q: 3 clusters Score -1.756518e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 77957 members 
Entering Unmasked Estep 
Score: -17565188.000000 Penalty: 3847.604980
	Iteration 108Q: 3 clusters Score -1.756519e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60665 members 
Mstep: Class 2 contains 77857 members 
Entering Unmasked Estep 
Score: -17565228.000000 Penalty: 3847.604980
	Iteration 109Q: 3 clusters Score -1.756523e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 77759 members 
Entering Unmasked Estep 
Score: -17565238.000000 Penalty: 3847.604980
	Iteration 110Q: 3 clusters Score -1.756524e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 77647 members 
Entering Unmasked Estep 
Score: -17565248.000000 Penalty: 3847.604980
	Iteration 111Q: 3 clusters Score -1.756525e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -17565272.000000 Penalty: 3847.604980
	Iteration 112Q: 3 clusters Score -1.756527e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61110 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -17565230.000000 Penalty: 3847.604980
	Iteration 113Q: 3 clusters Score -1.756523e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 77294 members 
Entering Unmasked Estep 
Score: -17565210.000000 Penalty: 3847.604980
	Iteration 114Q: 3 clusters Score -1.756521e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 77178 members 
Entering Unmasked Estep 
Score: -17565206.000000 Penalty: 3847.604980
	Iteration 115Q: 3 clusters Score -1.756521e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -17565232.000000 Penalty: 3847.604980
	Iteration 116Q: 3 clusters Score -1.756523e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -17565246.000000 Penalty: 3847.604980
	Iteration 117Q: 3 clusters Score -1.756525e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -17565228.000000 Penalty: 3847.604980
	Iteration 118Q: 3 clusters Score -1.756523e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 76698 members 
Entering Unmasked Estep 
Score: -17565202.000000 Penalty: 3847.604980
	Iteration 119Q: 3 clusters Score -1.75652e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -17565174.000000 Penalty: 3847.604980
	Iteration 120F: 3 clusters Score -1.756517e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -17565184.000000 Penalty: 3847.604980
	Iteration 121Q: 3 clusters Score -1.756518e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 76394 members 
Entering Unmasked Estep 
Score: -17565198.000000 Penalty: 3847.604980
	Iteration 122Q: 3 clusters Score -1.75652e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -17565198.000000 Penalty: 3847.604980
	Iteration 123Q: 3 clusters Score -1.75652e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62363 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -17565216.000000 Penalty: 3847.604980
	Iteration 124Q: 3 clusters Score -1.756522e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -17565186.000000 Penalty: 3847.604980
	Iteration 125Q: 3 clusters Score -1.756519e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -17565152.000000 Penalty: 3847.604980
	Iteration 126Q: 3 clusters Score -1.756515e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -17565188.000000 Penalty: 3847.604980
	Iteration 127Q: 3 clusters Score -1.756519e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 75668 members 
Entering Unmasked Estep 
Score: -17565174.000000 Penalty: 3847.604980
	Iteration 128Q: 3 clusters Score -1.756517e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62974 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -17565186.000000 Penalty: 3847.604980
	Iteration 129Q: 3 clusters Score -1.756519e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -17565164.000000 Penalty: 3847.604980
	Iteration 130Q: 3 clusters Score -1.756516e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -17565158.000000 Penalty: 3847.604980
	Iteration 131Q: 3 clusters Score -1.756516e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 75111 members 
Entering Unmasked Estep 
Score: -17565158.000000 Penalty: 3847.604980
	Iteration 132Q: 3 clusters Score -1.756516e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 74931 members 
Entering Unmasked Estep 
Score: -17565166.000000 Penalty: 3847.604980
	Iteration 133Q: 3 clusters Score -1.756517e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 74751 members 
Entering Unmasked Estep 
Score: -17565148.000000 Penalty: 3847.604980
	Iteration 134Q: 3 clusters Score -1.756515e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -17565116.000000 Penalty: 3847.604980
	Iteration 135Q: 3 clusters Score -1.756512e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -17565118.000000 Penalty: 3847.604980
	Iteration 136Q: 3 clusters Score -1.756512e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 74142 members 
Entering Unmasked Estep 
Score: -17565166.000000 Penalty: 3847.604980
	Iteration 137Q: 3 clusters Score -1.756517e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -17565142.000000 Penalty: 3847.604980
	Iteration 138Q: 3 clusters Score -1.756514e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -17565128.000000 Penalty: 3847.604980
	Iteration 139Q: 3 clusters Score -1.756513e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 73644 members 
Entering Unmasked Estep 
Score: -17565116.000000 Penalty: 3847.604980
	Iteration 140F: 3 clusters Score -1.756512e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65023 members 
Mstep: Class 2 contains 73499 members 
Entering Unmasked Estep 
Score: -17565108.000000 Penalty: 3847.604980
	Iteration 141Q: 3 clusters Score -1.756511e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 73344 members 
Entering Unmasked Estep 
Score: -17565118.000000 Penalty: 3847.604980
	Iteration 142Q: 3 clusters Score -1.756512e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 73186 members 
Entering Unmasked Estep 
Score: -17565110.000000 Penalty: 3847.604980
	Iteration 143Q: 3 clusters Score -1.756511e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -17565128.000000 Penalty: 3847.604980
	Iteration 144Q: 3 clusters Score -1.756513e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -17565082.000000 Penalty: 3847.604980
	Iteration 145Q: 3 clusters Score -1.756508e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -17565068.000000 Penalty: 3847.604980
	Iteration 146Q: 3 clusters Score -1.756507e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -17565076.000000 Penalty: 3847.604980
	Iteration 147Q: 3 clusters Score -1.756508e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66030 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -17565064.000000 Penalty: 3847.604980
	Iteration 148Q: 3 clusters Score -1.756506e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -17565068.000000 Penalty: 3847.604980
	Iteration 149Q: 3 clusters Score -1.756507e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66301 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -17565066.000000 Penalty: 3847.604980
	Iteration 150Q: 3 clusters Score -1.756507e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 72093 members 
Entering Unmasked Estep 
Score: -17565034.000000 Penalty: 3847.604980
	Iteration 151Q: 3 clusters Score -1.756503e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -17564990.000000 Penalty: 3847.604980
	Iteration 152Q: 3 clusters Score -1.756499e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 71819 members 
Entering Unmasked Estep 
Score: -17564988.000000 Penalty: 3847.604980
	Iteration 153Q: 3 clusters Score -1.756499e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -17565030.000000 Penalty: 3847.604980
	Iteration 154Q: 3 clusters Score -1.756503e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 71504 members 
Entering Unmasked Estep 
Score: -17565034.000000 Penalty: 3847.604980
	Iteration 155Q: 3 clusters Score -1.756503e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 71349 members 
Entering Unmasked Estep 
Score: -17565022.000000 Penalty: 3847.604980
	Iteration 156Q: 3 clusters Score -1.756502e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67343 members 
Mstep: Class 2 contains 71179 members 
Entering Unmasked Estep 
Score: -17564992.000000 Penalty: 3847.604980
	Iteration 157Q: 3 clusters Score -1.756499e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -17564978.000000 Penalty: 3847.604980
	Iteration 158Q: 3 clusters Score -1.756498e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67704 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -17564982.000000 Penalty: 3847.604980
	Iteration 159Q: 3 clusters Score -1.756498e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -17564950.000000 Penalty: 3847.604980
	Iteration 160F: 3 clusters Score -1.756495e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
Score: -17564952.000000 Penalty: 3847.604980
	Iteration 161Q: 3 clusters Score -1.756495e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 70299 members 
Entering Unmasked Estep 
Score: -17564910.000000 Penalty: 3847.604980
	Iteration 162Q: 3 clusters Score -1.756491e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 70157 members 
Entering Unmasked Estep 
Score: -17564898.000000 Penalty: 3847.604980
	Iteration 163Q: 3 clusters Score -1.75649e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68495 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.756488e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.756489e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -17564890.000000 Penalty: 3847.604980
	Iteration 166Q: 3 clusters Score -1.756489e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68933 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
Score: -17564876.000000 Penalty: 3847.604980
	Iteration 167Q: 3 clusters Score -1.756488e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 69428 members 
Entering Unmasked Estep 
Score: -17564874.000000 Penalty: 3847.604980
	Iteration 168Q: 3 clusters Score -1.756487e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69235 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -17564920.000000 Penalty: 3847.604980
	Iteration 169Q: 3 clusters Score -1.756492e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69382 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -17564892.000000 Penalty: 3847.604980
	Iteration 170Q: 3 clusters Score -1.756489e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -17564906.000000 Penalty: 3847.604980
	Iteration 171Q: 3 clusters Score -1.756491e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69642 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.75649e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69775 members 
Mstep: Class 2 contains 68747 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.75649e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 68617 members 
Entering Unmasked Estep 
Score: -17564914.000000 Penalty: 3847.604980
	Iteration 174Q: 3 clusters Score -1.756491e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -17564936.000000 Penalty: 3847.604980
	Iteration 175Q: 3 clusters Score -1.756494e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -17564972.000000 Penalty: 3847.604980
	Iteration 176Q: 3 clusters Score -1.756497e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 68233 members 
Entering Unmasked Estep 
Score: -17564958.000000 Penalty: 3847.604980
	Iteration 177Q: 3 clusters Score -1.756496e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70422 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1.756496e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -17564968.000000 Penalty: 3847.604980
	Iteration 179Q: 3 clusters Score -1.756497e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 67858 members 
Entering Unmasked Estep 
Score: -17564972.000000 Penalty: 3847.604980
	Iteration 180F: 3 clusters Score -1.756497e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -17564932.000000 Penalty: 3847.604980
	Iteration 181Q: 3 clusters Score -1.756493e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1.756491e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1.756494e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -17564970.000000 Penalty: 3847.604980
	Iteration 184Q: 3 clusters Score -1.756497e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71241 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.756497e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 67175 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.756498e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71436 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1.7565e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1.756498e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -17565004.000000 Penalty: 3847.604980
	Iteration 189Q: 3 clusters Score -1.7565e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -17565012.000000 Penalty: 3847.604980
	Iteration 190Q: 3 clusters Score -1.756501e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1.756497e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 66655 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1.756499e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71948 members 
Mstep: Class 2 contains 66574 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1.7565e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72020 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1.756499e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72096 members 
Mstep: Class 2 contains 66426 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1.756498e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 66349 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1.7565e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1.756499e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 66234 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1.756498e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1.756498e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -17565024.000000 Penalty: 3847.604980
	Iteration 200F: 3 clusters Score -1.756502e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72458 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -17565030.000000 Penalty: 3847.604980
	Iteration 201Q: 3 clusters Score -1.756503e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -17565026.000000 Penalty: 3847.604980
	Iteration 202Q: 3 clusters Score -1.756503e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72583 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -17565046.000000 Penalty: 3847.604980
	Iteration 203Q: 3 clusters Score -1.756505e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72658 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -17565028.000000 Penalty: 3847.604980
	Iteration 204Q: 3 clusters Score -1.756503e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 65788 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1.756499e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 65696 members 
Entering Unmasked Estep 
Score: -17565010.000000 Penalty: 3847.604980
	Iteration 206Q: 3 clusters Score -1.756501e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72896 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -17565004.000000 Penalty: 3847.604980
	Iteration 207Q: 3 clusters Score -1.7565e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1.756503e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1.756501e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -17564990.000000 Penalty: 3847.604980
	Iteration 210Q: 3 clusters Score -1.756499e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -17565002.000000 Penalty: 3847.604980
	Iteration 211Q: 3 clusters Score -1.7565e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73106 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1.756499e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73136 members 
Mstep: Class 2 contains 65386 members 
Entering Unmasked Estep 
Score: -17565008.000000 Penalty: 3847.604980
	Iteration 213Q: 3 clusters Score -1.756501e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -17565040.000000 Penalty: 3847.604980
	Iteration 214Q: 3 clusters Score -1.756504e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -17565012.000000 Penalty: 3847.604980
	Iteration 215Q: 3 clusters Score -1.756501e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 65272 members 
Entering Unmasked Estep 
Score: -17565032.000000 Penalty: 3847.604980
	Iteration 216Q: 3 clusters Score -1.756503e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1.756505e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73350 members 
Mstep: Class 2 contains 65172 members 
Entering Unmasked Estep 
Score: -17565054.000000 Penalty: 3847.604980
	Iteration 218Q: 3 clusters Score -1.756505e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73400 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -17565030.000000 Penalty: 3847.604980
	Iteration 219Q: 3 clusters Score -1.756503e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1.756505e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 65003 members 
Entering Unmasked Estep 
Score: -17565022.000000 Penalty: 3847.604980
	Iteration 221Q: 3 clusters Score -1.756502e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73577 members 
Mstep: Class 2 contains 64945 members 
Entering Unmasked Estep 
Score: -17565024.000000 Penalty: 3847.604980
	Iteration 222Q: 3 clusters Score -1.756502e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1.756503e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 64842 members 
Entering Unmasked Estep 
Score: -17565020.000000 Penalty: 3847.604980
	Iteration 224Q: 3 clusters Score -1.756502e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73716 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -17565006.000000 Penalty: 3847.604980
	Iteration 225Q: 3 clusters Score -1.756501e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73758 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1.756501e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -17565026.000000 Penalty: 3847.604980
	Iteration 227Q: 3 clusters Score -1.756503e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73823 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1.756502e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73866 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -17565056.000000 Penalty: 3847.604980
	Iteration 229Q: 3 clusters Score -1.756506e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73909 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1.756505e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73956 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1.756505e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -1.756502e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 64465 members 
Entering Unmasked Estep 
Score: -17565012.000000 Penalty: 3847.604980
	Iteration 233Q: 3 clusters Score -1.756501e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74118 members 
Mstep: Class 2 contains 64404 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1.756502e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -17565018.000000 Penalty: 3847.604980
	Iteration 235Q: 3 clusters Score -1.756502e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -1.7565e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -17565022.000000 Penalty: 3847.604980
	Iteration 237Q: 3 clusters Score -1.756502e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74404 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -17565036.000000 Penalty: 3847.604980
	Iteration 238Q: 3 clusters Score -1.756504e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74477 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -17565016.000000 Penalty: 3847.604980
	Iteration 239Q: 3 clusters Score -1.756502e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 63979 members 
Entering Unmasked Estep 
Score: -17565032.000000 Penalty: 3847.604980
	Iteration 240F: 3 clusters Score -1.756503e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74613 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -17565006.000000 Penalty: 3847.604980
	Iteration 241Q: 3 clusters Score -1.756501e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -17564970.000000 Penalty: 3847.604980
	Iteration 242Q: 3 clusters Score -1.756497e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 63765 members 
Entering Unmasked Estep 
Score: -17564964.000000 Penalty: 3847.604980
	Iteration 243Q: 3 clusters Score -1.756496e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74824 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -17564972.000000 Penalty: 3847.604980
	Iteration 244Q: 3 clusters Score -1.756497e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -17564992.000000 Penalty: 3847.604980
	Iteration 245Q: 3 clusters Score -1.756499e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74960 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -17565012.000000 Penalty: 3847.604980
	Iteration 246Q: 3 clusters Score -1.756501e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75017 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -17565026.000000 Penalty: 3847.604980
	Iteration 247Q: 3 clusters Score -1.756503e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75097 members 
Mstep: Class 2 contains 63425 members 
Entering Unmasked Estep 
Score: -17565018.000000 Penalty: 3847.604980
	Iteration 248Q: 3 clusters Score -1.756502e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -17564994.000000 Penalty: 3847.604980
	Iteration 249Q: 3 clusters Score -1.756499e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75271 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -17564980.000000 Penalty: 3847.604980
	Iteration 250Q: 3 clusters Score -1.756498e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 63143 members 
Entering Unmasked Estep 
Score: -17564984.000000 Penalty: 3847.604980
	Iteration 251Q: 3 clusters Score -1.756498e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75485 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -17564978.000000 Penalty: 3847.604980
	Iteration 252Q: 3 clusters Score -1.756498e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -17564994.000000 Penalty: 3847.604980
	Iteration 253Q: 3 clusters Score -1.756499e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -17564986.000000 Penalty: 3847.604980
	Iteration 254Q: 3 clusters Score -1.756499e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -17564954.000000 Penalty: 3847.604980
	Iteration 255Q: 3 clusters Score -1.756495e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 62675 members 
Entering Unmasked Estep 
Score: -17564968.000000 Penalty: 3847.604980
	Iteration 256Q: 3 clusters Score -1.756497e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -17564964.000000 Penalty: 3847.604980
	Iteration 257Q: 3 clusters Score -1.756496e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76069 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -17564962.000000 Penalty: 3847.604980
	Iteration 258Q: 3 clusters Score -1.756496e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -17564960.000000 Penalty: 3847.604980
	Iteration 259Q: 3 clusters Score -1.756496e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -17564996.000000 Penalty: 3847.604980
	Iteration 260F: 3 clusters Score -1.7565e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76386 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -17564982.000000 Penalty: 3847.604980
	Iteration 261Q: 3 clusters Score -1.756498e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -17565002.000000 Penalty: 3847.604980
	Iteration 262Q: 3 clusters Score -1.7565e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -17565032.000000 Penalty: 3847.604980
	Iteration 263Q: 3 clusters Score -1.756503e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -17565050.000000 Penalty: 3847.604980
	Iteration 264Q: 3 clusters Score -1.756505e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76915 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -17565054.000000 Penalty: 3847.604980
	Iteration 265Q: 3 clusters Score -1.756505e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77093 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -17565038.000000 Penalty: 3847.604980
	Iteration 266Q: 3 clusters Score -1.756504e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -17565000.000000 Penalty: 3847.604980
	Iteration 267Q: 3 clusters Score -1.7565e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -17565014.000000 Penalty: 3847.604980
	Iteration 268Q: 3 clusters Score -1.756501e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -17565002.000000 Penalty: 3847.604980
	Iteration 269Q: 3 clusters Score -1.7565e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -17564994.000000 Penalty: 3847.604980
	Iteration 270Q: 3 clusters Score -1.756499e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -17564966.000000 Penalty: 3847.604980
	Iteration 271Q: 3 clusters Score -1.756497e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -17564986.000000 Penalty: 3847.604980
	Iteration 272Q: 3 clusters Score -1.756499e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78391 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -17564958.000000 Penalty: 3847.604980
	Iteration 273Q: 3 clusters Score -1.756496e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78608 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
Score: -17564960.000000 Penalty: 3847.604980
	Iteration 274Q: 3 clusters Score -1.756496e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78797 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -17564954.000000 Penalty: 3847.604980
	Iteration 275Q: 3 clusters Score -1.756495e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78998 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -17564954.000000 Penalty: 3847.604980
	Iteration 276Q: 3 clusters Score -1.756495e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 59319 members 
Entering Unmasked Estep 
Score: -17565000.000000 Penalty: 3847.604980
	Iteration 277Q: 3 clusters Score -1.7565e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79414 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -17565030.000000 Penalty: 3847.604980
	Iteration 278Q: 3 clusters Score -1.756503e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -17565002.000000 Penalty: 3847.604980
	Iteration 279Q: 3 clusters Score -1.7565e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 58675 members 
Entering Unmasked Estep 
Score: -17565042.000000 Penalty: 3847.604980
	Iteration 280F: 3 clusters Score -1.756504e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80068 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -17565082.000000 Penalty: 3847.604980
	Iteration 281Q: 3 clusters Score -1.756508e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -17565074.000000 Penalty: 3847.604980
	Iteration 282Q: 3 clusters Score -1.756507e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80598 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -17565076.000000 Penalty: 3847.604980
	Iteration 283Q: 3 clusters Score -1.756508e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -17565056.000000 Penalty: 3847.604980
	Iteration 284Q: 3 clusters Score -1.756506e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81202 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -17565082.000000 Penalty: 3847.604980
	Iteration 285Q: 3 clusters Score -1.756508e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81566 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -17565112.000000 Penalty: 3847.604980
	Iteration 286Q: 3 clusters Score -1.756511e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81933 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -17565118.000000 Penalty: 3847.604980
	Iteration 287Q: 3 clusters Score -1.756512e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82310 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -17565194.000000 Penalty: 3847.604980
	Iteration 288Q: 3 clusters Score -1.756519e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82713 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -17565178.000000 Penalty: 3847.604980
	Iteration 289Q: 3 clusters Score -1.756518e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83124 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -17565144.000000 Penalty: 3847.604980
	Iteration 290Q: 3 clusters Score -1.756514e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -17565120.000000 Penalty: 3847.604980
	Iteration 291Q: 3 clusters Score -1.756512e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84044 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -17565176.000000 Penalty: 3847.604980
	Iteration 292Q: 3 clusters Score -1.756518e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84541 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -17565208.000000 Penalty: 3847.604980
	Iteration 293Q: 3 clusters Score -1.756521e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85066 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -17565256.000000 Penalty: 3847.604980
	Iteration 294Q: 3 clusters Score -1.756526e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -17565364.000000 Penalty: 3847.604980
	Iteration 295Q: 3 clusters Score -1.756536e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86223 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -17565404.000000 Penalty: 3847.604980
	Iteration 296Q: 3 clusters Score -1.75654e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -17565546.000000 Penalty: 3847.604980
	Iteration 297Q: 3 clusters Score -1.756555e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87520 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -17565648.000000 Penalty: 3847.604980
	Iteration 298Q: 3 clusters Score -1.756565e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88194 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -17565684.000000 Penalty: 3847.604980
	Iteration 299Q: 3 clusters Score -1.756568e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -17565788.000000 Penalty: 3847.604980
	Iteration 300F: 3 clusters Score -1.756579e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -17565918.000000 Penalty: 3847.604980
	Iteration 301Q: 3 clusters Score -1.756592e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90408 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -17565950.000000 Penalty: 3847.604980
	Iteration 302Q: 3 clusters Score -1.756595e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91268 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -17566050.000000 Penalty: 3847.604980
	Iteration 303Q: 3 clusters Score -1.756605e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92145 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -17566160.000000 Penalty: 3847.604980
	Iteration 304Q: 3 clusters Score -1.756616e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93085 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -17566320.000000 Penalty: 3847.604980
	Iteration 305Q: 3 clusters Score -1.756632e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -17566500.000000 Penalty: 3847.604980
	Iteration 306Q: 3 clusters Score -1.75665e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -17566770.000000 Penalty: 3847.604980
	Iteration 307Q: 3 clusters Score -1.756677e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96262 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -17567094.000000 Penalty: 3847.604980
	Iteration 308Q: 3 clusters Score -1.756709e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97352 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -17567378.000000 Penalty: 3847.604980
	Iteration 309Q: 3 clusters Score -1.756738e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98486 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -17567604.000000 Penalty: 3847.604980
	Iteration 310Q: 3 clusters Score -1.75676e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99651 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -17567878.000000 Penalty: 3847.604980
	Iteration 311Q: 3 clusters Score -1.756788e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100847 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -17568196.000000 Penalty: 3847.604980
	Iteration 312Q: 3 clusters Score -1.75682e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102116 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -17568548.000000 Penalty: 3847.604980
	Iteration 313Q: 3 clusters Score -1.756855e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103382 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -17568908.000000 Penalty: 3847.604980
	Iteration 314Q: 3 clusters Score -1.756891e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104647 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -17569250.000000 Penalty: 3847.604980
	Iteration 315Q: 3 clusters Score -1.756925e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105951 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -17569684.000000 Penalty: 3847.604980
	Iteration 316Q: 3 clusters Score -1.756968e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107251 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -17570110.000000 Penalty: 3847.604980
	Iteration 317Q: 3 clusters Score -1.757011e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108460 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -17570510.000000 Penalty: 3847.604980
	Iteration 318Q: 3 clusters Score -1.757051e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109702 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -17571068.000000 Penalty: 3847.604980
	Iteration 319Q: 3 clusters Score -1.757107e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110953 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -17571752.000000 Penalty: 3847.604980
	Iteration 320F: 3 clusters Score -1.757175e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112310 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -17572438.000000 Penalty: 3847.604980
	Iteration 321Q: 3 clusters Score -1.757244e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113674 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -17573004.000000 Penalty: 3847.604980
	Iteration 322Q: 3 clusters Score -1.7573e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115068 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -17573444.000000 Penalty: 3847.604980
	Iteration 323Q: 3 clusters Score -1.757344e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116478 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -17573640.000000 Penalty: 3847.604980
	Iteration 324Q: 3 clusters Score -1.757364e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117872 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -17573892.000000 Penalty: 3847.604980
	Iteration 325Q: 3 clusters Score -1.757389e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119268 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -17574038.000000 Penalty: 3847.604980
	Iteration 326Q: 3 clusters Score -1.757404e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120569 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -17573928.000000 Penalty: 3847.604980
	Iteration 327Q: 3 clusters Score -1.757393e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121844 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -17573950.000000 Penalty: 3847.604980
	Iteration 328Q: 3 clusters Score -1.757395e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123051 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -17573808.000000 Penalty: 3847.604980
	Iteration 329Q: 3 clusters Score -1.757381e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124166 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -17573656.000000 Penalty: 3847.604980
	Iteration 330Q: 3 clusters Score -1.757366e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125207 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -17573480.000000 Penalty: 3847.604980
	Iteration 331Q: 3 clusters Score -1.757348e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126156 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -17573298.000000 Penalty: 3847.604980
	Iteration 332Q: 3 clusters Score -1.75733e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127040 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -17573202.000000 Penalty: 3847.604980
	Iteration 333Q: 3 clusters Score -1.75732e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127939 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -17573114.000000 Penalty: 3847.604980
	Iteration 334Q: 3 clusters Score -1.757311e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128738 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -17573114.000000 Penalty: 3847.604980
	Iteration 335Q: 3 clusters Score -1.757311e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129466 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -17573094.000000 Penalty: 3847.604980
	Iteration 336Q: 3 clusters Score -1.757309e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130152 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -17573078.000000 Penalty: 3847.604980
	Iteration 337Q: 3 clusters Score -1.757308e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130824 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -17572920.000000 Penalty: 3847.604980
	Iteration 338Q: 3 clusters Score -1.757292e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131435 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -17572802.000000 Penalty: 3847.604980
	Iteration 339Q: 3 clusters Score -1.75728e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131980 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -17572720.000000 Penalty: 3847.604980
	Iteration 340F: 3 clusters Score -1.757272e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132495 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -17572644.000000 Penalty: 3847.604980
	Iteration 341Q: 3 clusters Score -1.757264e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132971 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -17572566.000000 Penalty: 3847.604980
	Iteration 342Q: 3 clusters Score -1.757257e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133408 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -17572544.000000 Penalty: 3847.604980
	Iteration 343Q: 3 clusters Score -1.757254e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133830 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -17572548.000000 Penalty: 3847.604980
	Iteration 344Q: 3 clusters Score -1.757255e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134200 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -17572434.000000 Penalty: 3847.604980
	Iteration 345Q: 3 clusters Score -1.757243e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134554 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -17572264.000000 Penalty: 3847.604980
	Iteration 346Q: 3 clusters Score -1.757226e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134858 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -17572212.000000 Penalty: 3847.604980
	Iteration 347Q: 3 clusters Score -1.757221e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135168 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -17572146.000000 Penalty: 3847.604980
	Iteration 348Q: 3 clusters Score -1.757215e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135442 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -17572116.000000 Penalty: 3847.604980
	Iteration 349Q: 3 clusters Score -1.757212e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135697 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -17572076.000000 Penalty: 3847.604980
	Iteration 350Q: 3 clusters Score -1.757208e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135930 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -17572098.000000 Penalty: 3847.604980
	Iteration 351Q: 3 clusters Score -1.75721e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136126 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -17572046.000000 Penalty: 3847.604980
	Iteration 352Q: 3 clusters Score -1.757205e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136293 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -17572032.000000 Penalty: 3847.604980
	Iteration 353Q: 3 clusters Score -1.757203e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136438 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -17572010.000000 Penalty: 3847.604980
	Iteration 354Q: 3 clusters Score -1.757201e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136558 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -17571940.000000 Penalty: 3847.604980
	Iteration 355Q: 3 clusters Score -1.757194e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136663 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -17571968.000000 Penalty: 3847.604980
	Iteration 356Q: 3 clusters Score -1.757197e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136752 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -17571958.000000 Penalty: 3847.604980
	Iteration 357Q: 3 clusters Score -1.757196e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136811 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -17571976.000000 Penalty: 3847.604980
	Iteration 358Q: 3 clusters Score -1.757198e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136869 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -17571986.000000 Penalty: 3847.604980
	Iteration 359Q: 3 clusters Score -1.757199e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136926 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -17571962.000000 Penalty: 3847.604980
	Iteration 360F: 3 clusters Score -1.757196e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136986 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -17571988.000000 Penalty: 3847.604980
	Iteration 361Q: 3 clusters Score -1.757199e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137035 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -17572000.000000 Penalty: 3847.604980
	Iteration 362Q: 3 clusters Score -1.7572e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137086 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -17572048.000000 Penalty: 3847.604980
	Iteration 363Q: 3 clusters Score -1.757205e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137138 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -17572036.000000 Penalty: 3847.604980
	Iteration 364Q: 3 clusters Score -1.757204e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137185 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -17572082.000000 Penalty: 3847.604980
	Iteration 365Q: 3 clusters Score -1.757208e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137227 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -17572086.000000 Penalty: 3847.604980
	Iteration 366Q: 3 clusters Score -1.757209e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137265 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -17572060.000000 Penalty: 3847.604980
	Iteration 367Q: 3 clusters Score -1.757206e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137295 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -17572058.000000 Penalty: 3847.604980
	Iteration 368Q: 3 clusters Score -1.757206e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137332 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -17572040.000000 Penalty: 3847.604980
	Iteration 369Q: 3 clusters Score -1.757204e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137358 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -17572036.000000 Penalty: 3847.604980
	Iteration 370Q: 3 clusters Score -1.757204e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137384 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -17572052.000000 Penalty: 3847.604980
	Iteration 371Q: 3 clusters Score -1.757205e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137401 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -17572072.000000 Penalty: 3847.604980
	Iteration 372Q: 3 clusters Score -1.757207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137419 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -17572100.000000 Penalty: 3847.604980
	Iteration 373Q: 3 clusters Score -1.75721e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137444 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -17572094.000000 Penalty: 3847.604980
	Iteration 374Q: 3 clusters Score -1.757209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137461 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -17572084.000000 Penalty: 3847.604980
	Iteration 375Q: 3 clusters Score -1.757208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137483 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -17572096.000000 Penalty: 3847.604980
	Iteration 376Q: 3 clusters Score -1.75721e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137505 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -17572094.000000 Penalty: 3847.604980
	Iteration 377Q: 3 clusters Score -1.757209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137528 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -17572086.000000 Penalty: 3847.604980
	Iteration 378Q: 3 clusters Score -1.757209e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137553 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -17572096.000000 Penalty: 3847.604980
	Iteration 379Q: 3 clusters Score -1.75721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137576 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -17572102.000000 Penalty: 3847.604980
	Iteration 380F: 3 clusters Score -1.75721e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137598 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -17572070.000000 Penalty: 3847.604980
	Iteration 381Q: 3 clusters Score -1.757207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137608 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -17572078.000000 Penalty: 3847.604980
	Iteration 382Q: 3 clusters Score -1.757208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137620 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -17572086.000000 Penalty: 3847.604980
	Iteration 383Q: 3 clusters Score -1.757209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137628 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -17572092.000000 Penalty: 3847.604980
	Iteration 384Q: 3 clusters Score -1.757209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137636 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -17572088.000000 Penalty: 3847.604980
	Iteration 385Q: 3 clusters Score -1.757209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137640 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -17572080.000000 Penalty: 3847.604980
	Iteration 386Q: 3 clusters Score -1.757208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137643 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -17572080.000000 Penalty: 3847.604980
	Iteration 387Q: 3 clusters Score -1.757208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137646 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -17572068.000000 Penalty: 3847.604980
	Iteration 388Q: 3 clusters Score -1.757207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137647 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -17572068.000000 Penalty: 3847.604980
	Iteration 389Q: 3 clusters Score -1.757207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137648 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -17572080.000000 Penalty: 3847.604980
	Iteration 390Q: 3 clusters Score -1.757208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137650 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -17572078.000000 Penalty: 3847.604980
	Iteration 391Q: 3 clusters Score -1.757208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137651 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -17572066.000000 Penalty: 3847.604980
	Iteration 392Q: 3 clusters Score -1.757207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137650 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -17572064.000000 Penalty: 3847.604980
	Iteration 393Q: 3 clusters Score -1.757206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137650 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -17572070.000000 Penalty: 3847.604980
	Iteration 394Q: 3 clusters Score -1.757207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137651 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -17572064.000000 Penalty: 3847.604980
	Iteration 395Q: 3 clusters Score -1.757206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137652 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -17572066.000000 Penalty: 3847.604980
	Iteration 396Q: 3 clusters Score -1.757207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137651 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -17572064.000000 Penalty: 3847.604980
	Iteration 397Q: 3 clusters Score -1.757206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137651 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -17572068.000000 Penalty: 3847.604980
	Iteration 398Q: 3 clusters Score -1.757207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137652 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -17572070.000000 Penalty: 3847.604980
	Iteration 399Q: 3 clusters Score -1.757207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137656 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -17572072.000000 Penalty: 3847.604980
	Iteration 400F: 3 clusters Score -1.757207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137660 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -17572076.000000 Penalty: 3847.604980
	Iteration 401Q: 3 clusters Score -1.757208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137664 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -17572082.000000 Penalty: 3847.604980
	Iteration 402Q: 3 clusters Score -1.757208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137665 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -17572086.000000 Penalty: 3847.604980
	Iteration 403Q: 3 clusters Score -1.757209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137667 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -17572090.000000 Penalty: 3847.604980
	Iteration 404Q: 3 clusters Score -1.757209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137669 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -17572084.000000 Penalty: 3847.604980
	Iteration 405Q: 3 clusters Score -1.757208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137672 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -17572088.000000 Penalty: 3847.604980
	Iteration 406Q: 3 clusters Score -1.757209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137673 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -17572086.000000 Penalty: 3847.604980
	Iteration 407Q: 3 clusters Score -1.757209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137673 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -17572086.000000 Penalty: 3847.604980
	Iteration 408F: 3 clusters Score -1.757209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -10087.581055 Penalty: 815.307922
	Iteration 0F: 2 clusters Score -10087.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9602.467773 Penalty: 1630.615845
	Iteration 0F: 3 clusters Score -9602.468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9715.494141 Penalty: 1630.615845
	Iteration 1F: 3 clusters Score -9715.494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9789.131836 Penalty: 1630.615845
	Iteration 2F: 3 clusters Score -9789.132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9798.530273 Penalty: 1630.615845
	Iteration 3Q: 3 clusters Score -9798.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9804.302734 Penalty: 1630.615845
	Iteration 4Q: 3 clusters Score -9804.303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9804.302734 Penalty: 1630.615845
	Iteration 5F: 3 clusters Score -9804.303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83885 members 
Mstep: Class 3 contains 26788 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10373 members 
Mstep: Class 6 contains 123110 members 
Mstep: Class 7 contains 4938 members 
Mstep: Class 8 contains 7800 members 
Mstep: Class 9 contains 123891 members 
Mstep: Class 10 contains 3320 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14405 members 
Mstep: Class 13 contains 40075 members 
Mstep: Class 14 contains 7474 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 29113 members 
Mstep: Class 17 contains 30719 members 
Mstep: Class 18 contains 3784 members 
Mstep: Class 19 contains 5441 members 
Mstep: Class 20 contains 31083 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 59659 members 
Mstep: Class 26 contains 30234 members 
Mstep: Class 27 contains 11357 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23323 members 
Mstep: Class 30 contains 3921 members 
Mstep: Class 31 contains 29413 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3563 members 
Mstep: Class 34 contains 138522 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108953656.000000 Penalty: 77880.085938
Iteration 199Q: 36 clusters Score -1.089537e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83870 members 
Mstep: Class 3 contains 26785 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 10369 members 
Mstep: Class 6 contains 123068 members 
Mstep: Class 7 contains 4943 members 
Mstep: Class 8 contains 7854 members 
Mstep: Class 9 contains 123740 members 
Mstep: Class 10 contains 3320 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14394 members 
Mstep: Class 13 contains 40084 members 
Mstep: Class 14 contains 7472 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 29100 members 
Mstep: Class 17 contains 30723 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 5428 members 
Mstep: Class 20 contains 31081 members 
Mstep: Class 21 contains 16493 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 59676 members 
Mstep: Class 26 contains 30364 members 
Mstep: Class 27 contains 11359 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23327 members 
Mstep: Class 30 contains 3921 members 
Mstep: Class 31 contains 29469 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3564 members 
Mstep: Class 34 contains 138492 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108953880.000000 Penalty: 77880.085938
Iteration 200F: 36 clusters Score -1.089539e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83846 members 
Mstep: Class 3 contains 26785 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10366 members 
Mstep: Class 6 contains 122996 members 
Mstep: Class 7 contains 4950 members 
Mstep: Class 8 contains 7920 members 
Mstep: Class 9 contains 123605 members 
Mstep: Class 10 contains 3320 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14384 members 
Mstep: Class 13 contains 40087 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 29082 members 
Mstep: Class 17 contains 30733 members 
Mstep: Class 18 contains 3784 members 
Mstep: Class 19 contains 5419 members 
Mstep: Class 20 contains 31081 members 
Mstep: Class 21 contains 16493 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 59683 members 
Mstep: Class 26 contains 30504 members 
Mstep: Class 27 contains 11367 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23330 members 
Mstep: Class 30 contains 3920 members 
Mstep: Class 31 contains 29528 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3565 members 
Mstep: Class 34 contains 138461 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108954208.000000 Penalty: 77880.085938
Iteration 201Q: 36 clusters Score -1.089542e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83828 members 
Mstep: Class 3 contains 26781 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10365 members 
Mstep: Class 6 contains 122902 members 
Mstep: Class 7 contains 4954 members 
Mstep: Class 8 contains 7980 members 
Mstep: Class 9 contains 123502 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14376 members 
Mstep: Class 13 contains 40087 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 29059 members 
Mstep: Class 17 contains 30742 members 
Mstep: Class 18 contains 3784 members 
Mstep: Class 19 contains 5410 members 
Mstep: Class 20 contains 31080 members 
Mstep: Class 21 contains 16495 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 59681 members 
Mstep: Class 26 contains 30675 members 
Mstep: Class 27 contains 11375 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23331 members 
Mstep: Class 30 contains 3919 members 
Mstep: Class 31 contains 29583 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3566 members 
Mstep: Class 34 contains 138415 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108954208.000000 Penalty: 77880.085938
Iteration 202Q: 36 clusters Score -1.089542e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83813 members 
Mstep: Class 3 contains 26777 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10356 members 
Mstep: Class 6 contains 122824 members 
Mstep: Class 7 contains 4960 members 
Mstep: Class 8 contains 8029 members 
Mstep: Class 9 contains 123389 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14366 members 
Mstep: Class 13 contains 40095 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 29029 members 
Mstep: Class 17 contains 30748 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 31080 members 
Mstep: Class 21 contains 16497 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 59689 members 
Mstep: Class 26 contains 30854 members 
Mstep: Class 27 contains 11374 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23332 members 
Mstep: Class 30 contains 3919 members 
Mstep: Class 31 contains 29636 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3567 members 
Mstep: Class 34 contains 138367 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108954408.000000 Penalty: 77880.085938
Iteration 203Q: 36 clusters Score -1.089544e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83790 members 
Mstep: Class 3 contains 26773 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 122749 members 
Mstep: Class 7 contains 4970 members 
Mstep: Class 8 contains 8082 members 
Mstep: Class 9 contains 123254 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14363 members 
Mstep: Class 13 contains 40099 members 
Mstep: Class 14 contains 7471 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28999 members 
Mstep: Class 17 contains 30755 members 
Mstep: Class 18 contains 3784 members 
Mstep: Class 19 contains 5404 members 
Mstep: Class 20 contains 31080 members 
Mstep: Class 21 contains 16499 members 
Mstep: Class 22 contains 3640 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 59689 members 
Mstep: Class 26 contains 31045 members 
Mstep: Class 27 contains 11368 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23335 members 
Mstep: Class 30 contains 3918 members 
Mstep: Class 31 contains 29698 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3569 members 
Mstep: Class 34 contains 138319 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108954448.000000 Penalty: 77880.085938
Iteration 204Q: 36 clusters Score -1.089544e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83766 members 
Mstep: Class 3 contains 26769 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10342 members 
Mstep: Class 6 contains 122653 members 
Mstep: Class 7 contains 4974 members 
Mstep: Class 8 contains 8138 members 
Mstep: Class 9 contains 123108 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14359 members 
Mstep: Class 13 contains 40105 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28971 members 
Mstep: Class 17 contains 30758 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 5397 members 
Mstep: Class 20 contains 31081 members 
Mstep: Class 21 contains 16501 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 59694 members 
Mstep: Class 26 contains 31252 members 
Mstep: Class 27 contains 11371 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23340 members 
Mstep: Class 30 contains 3918 members 
Mstep: Class 31 contains 29762 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3573 members 
Mstep: Class 34 contains 138269 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108954504.000000 Penalty: 77880.085938
Iteration 205Q: 36 clusters Score -1.089545e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83746 members 
Mstep: Class 3 contains 26764 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10344 members 
Mstep: Class 6 contains 122546 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 8200 members 
Mstep: Class 9 contains 122993 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14346 members 
Mstep: Class 13 contains 40108 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28939 members 
Mstep: Class 17 contains 30772 members 
Mstep: Class 18 contains 3790 members 
Mstep: Class 19 contains 5394 members 
Mstep: Class 20 contains 31080 members 
Mstep: Class 21 contains 16501 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 59726 members 
Mstep: Class 26 contains 31425 members 
Mstep: Class 27 contains 11366 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23338 members 
Mstep: Class 30 contains 3918 members 
Mstep: Class 31 contains 29828 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3575 members 
Mstep: Class 34 contains 138213 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108954496.000000 Penalty: 77880.085938
Iteration 206Q: 36 clusters Score -1.089545e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83724 members 
Mstep: Class 3 contains 26757 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10343 members 
Mstep: Class 6 contains 122463 members 
Mstep: Class 7 contains 4981 members 
Mstep: Class 8 contains 8255 members 
Mstep: Class 9 contains 122862 members 
Mstep: Class 10 contains 3320 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14337 members 
Mstep: Class 13 contains 40111 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28910 members 
Mstep: Class 17 contains 30785 members 
Mstep: Class 18 contains 3790 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 31080 members 
Mstep: Class 21 contains 16496 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 59759 members 
Mstep: Class 26 contains 31596 members 
Mstep: Class 27 contains 11364 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23341 members 
Mstep: Class 30 contains 3918 members 
Mstep: Class 31 contains 29884 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3580 members 
Mstep: Class 34 contains 138168 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108954752.000000 Penalty: 77880.085938
Iteration 207Q: 36 clusters Score -1.089548e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83701 members 
Mstep: Class 3 contains 26751 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10341 members 
Mstep: Class 6 contains 122359 members 
Mstep: Class 7 contains 4985 members 
Mstep: Class 8 contains 8294 members 
Mstep: Class 9 contains 122764 members 
Mstep: Class 10 contains 3320 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14324 members 
Mstep: Class 13 contains 40117 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28879 members 
Mstep: Class 17 contains 30802 members 
Mstep: Class 18 contains 3789 members 
Mstep: Class 19 contains 5374 members 
Mstep: Class 20 contains 31082 members 
Mstep: Class 21 contains 16494 members 
Mstep: Class 22 contains 3640 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 59788 members 
Mstep: Class 26 contains 31777 members 
Mstep: Class 27 contains 11363 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23345 members 
Mstep: Class 30 contains 3917 members 
Mstep: Class 31 contains 29936 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3587 members 
Mstep: Class 34 contains 138120 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108954824.000000 Penalty: 77880.085938
Iteration 208Q: 36 clusters Score -1.089548e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83681 members 
Mstep: Class 3 contains 26746 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10342 members 
Mstep: Class 6 contains 122248 members 
Mstep: Class 7 contains 4988 members 
Mstep: Class 8 contains 8343 members 
Mstep: Class 9 contains 122657 members 
Mstep: Class 10 contains 3321 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14322 members 
Mstep: Class 13 contains 40126 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28853 members 
Mstep: Class 17 contains 30811 members 
Mstep: Class 18 contains 3788 members 
Mstep: Class 19 contains 5358 members 
Mstep: Class 20 contains 31083 members 
Mstep: Class 21 contains 16494 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 59809 members 
Mstep: Class 26 contains 31952 members 
Mstep: Class 27 contains 11357 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23349 members 
Mstep: Class 30 contains 3917 members 
Mstep: Class 31 contains 29983 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3594 members 
Mstep: Class 34 contains 138088 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955064.000000 Penalty: 77880.085938
Iteration 209Q: 36 clusters Score -1.089551e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83657 members 
Mstep: Class 3 contains 26741 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10338 members 
Mstep: Class 6 contains 122130 members 
Mstep: Class 7 contains 4992 members 
Mstep: Class 8 contains 8419 members 
Mstep: Class 9 contains 122528 members 
Mstep: Class 10 contains 3320 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14319 members 
Mstep: Class 13 contains 40131 members 
Mstep: Class 14 contains 7468 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28833 members 
Mstep: Class 17 contains 30831 members 
Mstep: Class 18 contains 3788 members 
Mstep: Class 19 contains 5340 members 
Mstep: Class 20 contains 31085 members 
Mstep: Class 21 contains 16493 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 59809 members 
Mstep: Class 26 contains 32141 members 
Mstep: Class 27 contains 11354 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23350 members 
Mstep: Class 30 contains 3915 members 
Mstep: Class 31 contains 30035 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 138064 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955264.000000 Penalty: 77880.085938
Iteration 210Q: 36 clusters Score -1.089553e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83640 members 
Mstep: Class 3 contains 26736 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10339 members 
Mstep: Class 6 contains 122003 members 
Mstep: Class 7 contains 4998 members 
Mstep: Class 8 contains 8482 members 
Mstep: Class 9 contains 122387 members 
Mstep: Class 10 contains 3321 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14314 members 
Mstep: Class 13 contains 40137 members 
Mstep: Class 14 contains 7467 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28812 members 
Mstep: Class 17 contains 30846 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 5333 members 
Mstep: Class 20 contains 31088 members 
Mstep: Class 21 contains 16493 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3722 members 
Mstep: Class 25 contains 59820 members 
Mstep: Class 26 contains 32351 members 
Mstep: Class 27 contains 11348 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23350 members 
Mstep: Class 30 contains 3914 members 
Mstep: Class 31 contains 30076 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 138037 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955368.000000 Penalty: 77880.085938
Iteration 211Q: 36 clusters Score -1.089554e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83628 members 
Mstep: Class 3 contains 26725 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10335 members 
Mstep: Class 6 contains 121901 members 
Mstep: Class 7 contains 5000 members 
Mstep: Class 8 contains 8545 members 
Mstep: Class 9 contains 122259 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14313 members 
Mstep: Class 13 contains 40134 members 
Mstep: Class 14 contains 7467 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28778 members 
Mstep: Class 17 contains 30855 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 5322 members 
Mstep: Class 20 contains 31089 members 
Mstep: Class 21 contains 16494 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 59833 members 
Mstep: Class 26 contains 32545 members 
Mstep: Class 27 contains 11340 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23351 members 
Mstep: Class 30 contains 3914 members 
Mstep: Class 31 contains 30112 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3613 members 
Mstep: Class 34 contains 138021 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955384.000000 Penalty: 77880.085938
Iteration 212Q: 36 clusters Score -1.089554e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83622 members 
Mstep: Class 3 contains 26724 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10341 members 
Mstep: Class 6 contains 121794 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 8614 members 
Mstep: Class 9 contains 122128 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14309 members 
Mstep: Class 13 contains 40137 members 
Mstep: Class 14 contains 7467 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28747 members 
Mstep: Class 17 contains 30858 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 5306 members 
Mstep: Class 20 contains 31090 members 
Mstep: Class 21 contains 16493 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 59843 members 
Mstep: Class 26 contains 32715 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23349 members 
Mstep: Class 30 contains 3914 members 
Mstep: Class 31 contains 30164 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3617 members 
Mstep: Class 34 contains 137998 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955504.000000 Penalty: 77880.085938
Iteration 213Q: 36 clusters Score -1.089555e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83618 members 
Mstep: Class 3 contains 26721 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10337 members 
Mstep: Class 6 contains 121677 members 
Mstep: Class 7 contains 5009 members 
Mstep: Class 8 contains 8695 members 
Mstep: Class 9 contains 121999 members 
Mstep: Class 10 contains 3314 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14307 members 
Mstep: Class 13 contains 40137 members 
Mstep: Class 14 contains 7467 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28712 members 
Mstep: Class 17 contains 30861 members 
Mstep: Class 18 contains 3786 members 
Mstep: Class 19 contains 5293 members 
Mstep: Class 20 contains 31088 members 
Mstep: Class 21 contains 16492 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 59859 members 
Mstep: Class 26 contains 32911 members 
Mstep: Class 27 contains 11338 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23347 members 
Mstep: Class 30 contains 3913 members 
Mstep: Class 31 contains 30202 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3619 members 
Mstep: Class 34 contains 137977 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955696.000000 Penalty: 77880.085938
Iteration 214Q: 36 clusters Score -1.089557e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83612 members 
Mstep: Class 3 contains 26717 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10335 members 
Mstep: Class 6 contains 121576 members 
Mstep: Class 7 contains 5012 members 
Mstep: Class 8 contains 8767 members 
Mstep: Class 9 contains 121883 members 
Mstep: Class 10 contains 3308 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14295 members 
Mstep: Class 13 contains 40137 members 
Mstep: Class 14 contains 7468 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28674 members 
Mstep: Class 17 contains 30866 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 5282 members 
Mstep: Class 20 contains 31089 members 
Mstep: Class 21 contains 16493 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 59883 members 
Mstep: Class 26 contains 33088 members 
Mstep: Class 27 contains 11340 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23348 members 
Mstep: Class 30 contains 3912 members 
Mstep: Class 31 contains 30242 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3629 members 
Mstep: Class 34 contains 137940 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955496.000000 Penalty: 77880.085938
Iteration 215Q: 36 clusters Score -1.089555e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 83599 members 
Mstep: Class 3 contains 26718 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10338 members 
Mstep: Class 6 contains 121468 members 
Mstep: Class 7 contains 5020 members 
Mstep: Class 8 contains 8832 members 
Mstep: Class 9 contains 121749 members 
Mstep: Class 10 contains 3306 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14288 members 
Mstep: Class 13 contains 40131 members 
Mstep: Class 14 contains 7468 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28648 members 
Mstep: Class 17 contains 30867 members 
Mstep: Class 18 contains 3784 members 
Mstep: Class 19 contains 5268 members 
Mstep: Class 20 contains 31090 members 
Mstep: Class 21 contains 16493 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 59901 members 
Mstep: Class 26 contains 33291 members 
Mstep: Class 27 contains 11330 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23354 members 
Mstep: Class 30 contains 3910 members 
Mstep: Class 31 contains 30270 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3636 members 
Mstep: Class 34 contains 137921 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955640.000000 Penalty: 77880.085938
Iteration 216Q: 36 clusters Score -1.089556e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 83593 members 
Mstep: Class 3 contains 26715 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10335 members 
Mstep: Class 6 contains 121394 members 
Mstep: Class 7 contains 5026 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 121595 members 
Mstep: Class 10 contains 3300 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14271 members 
Mstep: Class 13 contains 40136 members 
Mstep: Class 14 contains 7468 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28618 members 
Mstep: Class 17 contains 30869 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 5255 members 
Mstep: Class 20 contains 31091 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 59898 members 
Mstep: Class 26 contains 33515 members 
Mstep: Class 27 contains 11313 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23353 members 
Mstep: Class 30 contains 3908 members 
Mstep: Class 31 contains 30305 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3636 members 
Mstep: Class 34 contains 137910 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955992.000000 Penalty: 77880.085938
Iteration 217Q: 36 clusters Score -1.08956e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 83588 members 
Mstep: Class 3 contains 26710 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10340 members 
Mstep: Class 6 contains 121327 members 
Mstep: Class 7 contains 5027 members 
Mstep: Class 8 contains 8964 members 
Mstep: Class 9 contains 121428 members 
Mstep: Class 10 contains 3298 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14262 members 
Mstep: Class 13 contains 40139 members 
Mstep: Class 14 contains 7469 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28600 members 
Mstep: Class 17 contains 30869 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 5245 members 
Mstep: Class 20 contains 31091 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 59895 members 
Mstep: Class 26 contains 33724 members 
Mstep: Class 27 contains 11302 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23355 members 
Mstep: Class 30 contains 3907 members 
Mstep: Class 31 contains 30327 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3638 members 
Mstep: Class 34 contains 137897 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956272.000000 Penalty: 77880.085938
Iteration 218Q: 36 clusters Score -1.089563e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83581 members 
Mstep: Class 3 contains 26710 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10339 members 
Mstep: Class 6 contains 121246 members 
Mstep: Class 7 contains 5029 members 
Mstep: Class 8 contains 9032 members 
Mstep: Class 9 contains 121283 members 
Mstep: Class 10 contains 3298 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14248 members 
Mstep: Class 13 contains 40142 members 
Mstep: Class 14 contains 7469 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28578 members 
Mstep: Class 17 contains 30869 members 
Mstep: Class 18 contains 3784 members 
Mstep: Class 19 contains 5242 members 
Mstep: Class 20 contains 31092 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 59909 members 
Mstep: Class 26 contains 33896 members 
Mstep: Class 27 contains 11287 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23356 members 
Mstep: Class 30 contains 3906 members 
Mstep: Class 31 contains 30347 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3641 members 
Mstep: Class 34 contains 137902 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956384.000000 Penalty: 77880.085938
Iteration 219Q: 36 clusters Score -1.089564e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83575 members 
Mstep: Class 3 contains 26706 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10339 members 
Mstep: Class 6 contains 121180 members 
Mstep: Class 7 contains 5031 members 
Mstep: Class 8 contains 9098 members 
Mstep: Class 9 contains 121147 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14230 members 
Mstep: Class 13 contains 40140 members 
Mstep: Class 14 contains 7468 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28561 members 
Mstep: Class 17 contains 30870 members 
Mstep: Class 18 contains 3784 members 
Mstep: Class 19 contains 5241 members 
Mstep: Class 20 contains 31093 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 59912 members 
Mstep: Class 26 contains 34062 members 
Mstep: Class 27 contains 11277 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23359 members 
Mstep: Class 30 contains 3905 members 
Mstep: Class 31 contains 30355 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3641 members 
Mstep: Class 34 contains 137916 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956416.000000 Penalty: 77880.085938
Iteration 220F: 36 clusters Score -1.089564e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83564 members 
Mstep: Class 3 contains 26701 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10339 members 
Mstep: Class 6 contains 121097 members 
Mstep: Class 7 contains 5034 members 
Mstep: Class 8 contains 9163 members 
Mstep: Class 9 contains 121032 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14214 members 
Mstep: Class 13 contains 40139 members 
Mstep: Class 14 contains 7469 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28555 members 
Mstep: Class 17 contains 30871 members 
Mstep: Class 18 contains 3784 members 
Mstep: Class 19 contains 5240 members 
Mstep: Class 20 contains 31092 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 59908 members 
Mstep: Class 26 contains 34253 members 
Mstep: Class 27 contains 11255 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23358 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30363 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3643 members 
Mstep: Class 34 contains 137910 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956544.000000 Penalty: 77880.085938
Iteration 221Q: 36 clusters Score -1.089565e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83560 members 
Mstep: Class 3 contains 26696 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 10339 members 
Mstep: Class 6 contains 121025 members 
Mstep: Class 7 contains 5035 members 
Mstep: Class 8 contains 9229 members 
Mstep: Class 9 contains 120901 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14203 members 
Mstep: Class 13 contains 40135 members 
Mstep: Class 14 contains 7469 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28542 members 
Mstep: Class 17 contains 30872 members 
Mstep: Class 18 contains 3784 members 
Mstep: Class 19 contains 5240 members 
Mstep: Class 20 contains 31091 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3722 members 
Mstep: Class 25 contains 59927 members 
Mstep: Class 26 contains 34425 members 
Mstep: Class 27 contains 11233 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23357 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30368 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3648 members 
Mstep: Class 34 contains 137906 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956496.000000 Penalty: 77880.085938
Iteration 222Q: 36 clusters Score -1.089565e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83550 members 
Mstep: Class 3 contains 26693 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 10332 members 
Mstep: Class 6 contains 120936 members 
Mstep: Class 7 contains 5037 members 
Mstep: Class 8 contains 9291 members 
Mstep: Class 9 contains 120773 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14180 members 
Mstep: Class 13 contains 40133 members 
Mstep: Class 14 contains 7468 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28536 members 
Mstep: Class 17 contains 30873 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 5239 members 
Mstep: Class 20 contains 31091 members 
Mstep: Class 21 contains 16492 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 59951 members 
Mstep: Class 26 contains 34603 members 
Mstep: Class 27 contains 11207 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23359 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30381 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3647 members 
Mstep: Class 34 contains 137920 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956664.000000 Penalty: 77880.085938
Iteration 223Q: 36 clusters Score -1.089567e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83544 members 
Mstep: Class 3 contains 26688 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 10327 members 
Mstep: Class 6 contains 120845 members 
Mstep: Class 7 contains 5041 members 
Mstep: Class 8 contains 9348 members 
Mstep: Class 9 contains 120690 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14170 members 
Mstep: Class 13 contains 40136 members 
Mstep: Class 14 contains 7469 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28530 members 
Mstep: Class 17 contains 30874 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5234 members 
Mstep: Class 20 contains 31091 members 
Mstep: Class 21 contains 16492 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 59946 members 
Mstep: Class 26 contains 34771 members 
Mstep: Class 27 contains 11189 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23360 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30383 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3648 members 
Mstep: Class 34 contains 137917 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956600.000000 Penalty: 77880.085938
Iteration 224Q: 36 clusters Score -1.089566e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83541 members 
Mstep: Class 3 contains 26681 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 10328 members 
Mstep: Class 6 contains 120744 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 9400 members 
Mstep: Class 9 contains 120611 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14155 members 
Mstep: Class 13 contains 40136 members 
Mstep: Class 14 contains 7469 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28518 members 
Mstep: Class 17 contains 30877 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 5226 members 
Mstep: Class 20 contains 31091 members 
Mstep: Class 21 contains 16492 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 59936 members 
Mstep: Class 26 contains 34942 members 
Mstep: Class 27 contains 11172 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23362 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30393 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3646 members 
Mstep: Class 34 contains 137927 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956640.000000 Penalty: 77880.085938
Iteration 225Q: 36 clusters Score -1.089566e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83537 members 
Mstep: Class 3 contains 26673 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 10324 members 
Mstep: Class 6 contains 120654 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 9454 members 
Mstep: Class 9 contains 120503 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 40138 members 
Mstep: Class 14 contains 7468 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28511 members 
Mstep: Class 17 contains 30879 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5217 members 
Mstep: Class 20 contains 31091 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 59936 members 
Mstep: Class 26 contains 35121 members 
Mstep: Class 27 contains 11147 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23364 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30409 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3647 members 
Mstep: Class 34 contains 137934 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956888.000000 Penalty: 77880.085938
Iteration 226Q: 36 clusters Score -1.089569e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83534 members 
Mstep: Class 3 contains 26664 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 10317 members 
Mstep: Class 6 contains 120535 members 
Mstep: Class 7 contains 5056 members 
Mstep: Class 8 contains 9513 members 
Mstep: Class 9 contains 120428 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14122 members 
Mstep: Class 13 contains 40137 members 
Mstep: Class 14 contains 7467 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28503 members 
Mstep: Class 17 contains 30883 members 
Mstep: Class 18 contains 3781 members 
Mstep: Class 19 contains 5207 members 
Mstep: Class 20 contains 31091 members 
Mstep: Class 21 contains 16492 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3726 members 
Mstep: Class 25 contains 59948 members 
Mstep: Class 26 contains 35285 members 
Mstep: Class 27 contains 11132 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23366 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30429 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3649 members 
Mstep: Class 34 contains 137931 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956936.000000 Penalty: 77880.085938
Iteration 227Q: 36 clusters Score -1.089569e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83531 members 
Mstep: Class 3 contains 26659 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 10316 members 
Mstep: Class 6 contains 120446 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 9572 members 
Mstep: Class 9 contains 120310 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14109 members 
Mstep: Class 13 contains 40132 members 
Mstep: Class 14 contains 7467 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28501 members 
Mstep: Class 17 contains 30887 members 
Mstep: Class 18 contains 3781 members 
Mstep: Class 19 contains 5203 members 
Mstep: Class 20 contains 31091 members 
Mstep: Class 21 contains 16492 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 59951 members 
Mstep: Class 26 contains 35453 members 
Mstep: Class 27 contains 11113 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23367 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30439 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3652 members 
Mstep: Class 34 contains 137939 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957064.000000 Penalty: 77880.085938
Iteration 228Q: 36 clusters Score -1.089571e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83529 members 
Mstep: Class 3 contains 26652 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 10315 members 
Mstep: Class 6 contains 120364 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 9618 members 
Mstep: Class 9 contains 120202 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14099 members 
Mstep: Class 13 contains 40135 members 
Mstep: Class 14 contains 7467 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28498 members 
Mstep: Class 17 contains 30890 members 
Mstep: Class 18 contains 3781 members 
Mstep: Class 19 contains 5203 members 
Mstep: Class 20 contains 31091 members 
Mstep: Class 21 contains 16494 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 59948 members 
Mstep: Class 26 contains 35624 members 
Mstep: Class 27 contains 11103 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23367 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30445 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3651 members 
Mstep: Class 34 contains 137932 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957256.000000 Penalty: 77880.085938
Iteration 229Q: 36 clusters Score -1.089573e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83523 members 
Mstep: Class 3 contains 26642 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 10312 members 
Mstep: Class 6 contains 120320 members 
Mstep: Class 7 contains 5062 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 120066 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14089 members 
Mstep: Class 13 contains 40141 members 
Mstep: Class 14 contains 7465 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28485 members 
Mstep: Class 17 contains 30900 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 31090 members 
Mstep: Class 21 contains 16496 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 59953 members 
Mstep: Class 26 contains 35790 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23366 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30458 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3648 members 
Mstep: Class 34 contains 137925 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957392.000000 Penalty: 77880.085938
Iteration 230Q: 36 clusters Score -1.089574e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83521 members 
Mstep: Class 3 contains 26631 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 10313 members 
Mstep: Class 6 contains 120277 members 
Mstep: Class 7 contains 5065 members 
Mstep: Class 8 contains 9714 members 
Mstep: Class 9 contains 119926 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14079 members 
Mstep: Class 13 contains 40139 members 
Mstep: Class 14 contains 7463 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28477 members 
Mstep: Class 17 contains 30908 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5197 members 
Mstep: Class 20 contains 31091 members 
Mstep: Class 21 contains 16494 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 59946 members 
Mstep: Class 26 contains 35973 members 
Mstep: Class 27 contains 11076 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23366 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30465 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3650 members 
Mstep: Class 34 contains 137921 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957280.000000 Penalty: 77880.085938
Iteration 231Q: 36 clusters Score -1.089573e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83515 members 
Mstep: Class 3 contains 26618 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 10310 members 
Mstep: Class 6 contains 120214 members 
Mstep: Class 7 contains 5066 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 119795 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14073 members 
Mstep: Class 13 contains 40136 members 
Mstep: Class 14 contains 7463 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28473 members 
Mstep: Class 17 contains 30921 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5198 members 
Mstep: Class 20 contains 31092 members 
Mstep: Class 21 contains 16494 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 59958 members 
Mstep: Class 26 contains 36152 members 
Mstep: Class 27 contains 11056 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23369 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30475 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 137907 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957480.000000 Penalty: 77880.085938
Iteration 232Q: 36 clusters Score -1.089575e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83508 members 
Mstep: Class 3 contains 26615 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 10310 members 
Mstep: Class 6 contains 120130 members 
Mstep: Class 7 contains 5068 members 
Mstep: Class 8 contains 9785 members 
Mstep: Class 9 contains 119679 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14065 members 
Mstep: Class 13 contains 40142 members 
Mstep: Class 14 contains 7463 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28460 members 
Mstep: Class 17 contains 30926 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5198 members 
Mstep: Class 20 contains 31093 members 
Mstep: Class 21 contains 16493 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 59966 members 
Mstep: Class 26 contains 36335 members 
Mstep: Class 27 contains 11040 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23372 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30479 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3657 members 
Mstep: Class 34 contains 137910 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957752.000000 Penalty: 77880.085938
Iteration 233Q: 36 clusters Score -1.089578e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83502 members 
Mstep: Class 3 contains 26599 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 10310 members 
Mstep: Class 6 contains 120051 members 
Mstep: Class 7 contains 5070 members 
Mstep: Class 8 contains 9822 members 
Mstep: Class 9 contains 119583 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14057 members 
Mstep: Class 13 contains 40145 members 
Mstep: Class 14 contains 7461 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28450 members 
Mstep: Class 17 contains 30930 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5198 members 
Mstep: Class 20 contains 31095 members 
Mstep: Class 21 contains 16492 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 59965 members 
Mstep: Class 26 contains 36517 members 
Mstep: Class 27 contains 11016 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23374 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30484 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3659 members 
Mstep: Class 34 contains 137914 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957752.000000 Penalty: 77880.085938
Iteration 234Q: 36 clusters Score -1.089578e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83501 members 
Mstep: Class 3 contains 26589 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 10315 members 
Mstep: Class 6 contains 119947 members 
Mstep: Class 7 contains 5070 members 
Mstep: Class 8 contains 9863 members 
Mstep: Class 9 contains 119492 members 
Mstep: Class 10 contains 3293 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14054 members 
Mstep: Class 13 contains 40145 members 
Mstep: Class 14 contains 7461 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28441 members 
Mstep: Class 17 contains 30929 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5196 members 
Mstep: Class 20 contains 31096 members 
Mstep: Class 21 contains 16493 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 59960 members 
Mstep: Class 26 contains 36692 members 
Mstep: Class 27 contains 10995 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23376 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30494 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3661 members 
Mstep: Class 34 contains 137922 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957672.000000 Penalty: 77880.085938
Iteration 235Q: 36 clusters Score -1.089577e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83497 members 
Mstep: Class 3 contains 26582 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 10314 members 
Mstep: Class 6 contains 119866 members 
Mstep: Class 7 contains 5070 members 
Mstep: Class 8 contains 9897 members 
Mstep: Class 9 contains 119387 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14042 members 
Mstep: Class 13 contains 40151 members 
Mstep: Class 14 contains 7461 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28436 members 
Mstep: Class 17 contains 30928 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5193 members 
Mstep: Class 20 contains 31096 members 
Mstep: Class 21 contains 16495 members 
Mstep: Class 22 contains 3638 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 59964 members 
Mstep: Class 26 contains 36861 members 
Mstep: Class 27 contains 10976 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23379 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30504 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3661 members 
Mstep: Class 34 contains 137931 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957784.000000 Penalty: 77880.085938
Iteration 236Q: 36 clusters Score -1.089578e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83490 members 
Mstep: Class 3 contains 26569 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 10311 members 
Mstep: Class 6 contains 119773 members 
Mstep: Class 7 contains 5071 members 
Mstep: Class 8 contains 9932 members 
Mstep: Class 9 contains 119292 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14035 members 
Mstep: Class 13 contains 40157 members 
Mstep: Class 14 contains 7461 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28426 members 
Mstep: Class 17 contains 30930 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5191 members 
Mstep: Class 20 contains 31095 members 
Mstep: Class 21 contains 16499 members 
Mstep: Class 22 contains 3639 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 59982 members 
Mstep: Class 26 contains 37018 members 
Mstep: Class 27 contains 10957 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23377 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30524 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3658 members 
Mstep: Class 34 contains 137940 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957888.000000 Penalty: 77880.085938
Iteration 237Q: 36 clusters Score -1.089579e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83482 members 
Mstep: Class 3 contains 26551 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10315 members 
Mstep: Class 6 contains 119701 members 
Mstep: Class 7 contains 5072 members 
Mstep: Class 8 contains 9963 members 
Mstep: Class 9 contains 119203 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14033 members 
Mstep: Class 13 contains 40163 members 
Mstep: Class 14 contains 7459 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28414 members 
Mstep: Class 17 contains 30933 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 31095 members 
Mstep: Class 21 contains 16502 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 59983 members 
Mstep: Class 26 contains 37164 members 
Mstep: Class 27 contains 10936 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23378 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 30538 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3658 members 
Mstep: Class 34 contains 137949 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957984.000000 Penalty: 77880.085938
Iteration 238Q: 36 clusters Score -1.08958e+08 nChanged 492
Entering ConstructFrom: 
Score: -108957984.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (6654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Entering Unmasked Estep 
Score: -836043.375000 Penalty: 1430.483276
	Iteration 0F: 2 clusters Score -836043.4 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 3291 members 
Entering Unmasked Estep 
Score: -831049.562500 Penalty: 2860.966553
	Iteration 0F: 3 clusters Score -831049.6 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -832496.875000 Penalty: 2860.966553
	Iteration 1F: 3 clusters Score -832496.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -832711.187500 Penalty: 2860.966553
	Iteration 2F: 3 clusters Score -832711.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -832874.062500 Penalty: 2860.966553
	Iteration 3F: 3 clusters Score -832874.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -833020.375000 Penalty: 2860.966553
	Iteration 4Q: 3 clusters Score -833020.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -833169.812500 Penalty: 2860.966553
	Iteration 5Q: 3 clusters Score -833169.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -833306.312500 Penalty: 2860.966553
	Iteration 6Q: 3 clusters Score -833306.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -833446.562500 Penalty: 2860.966553
	Iteration 7Q: 3 clusters Score -833446.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -833579.562500 Penalty: 2860.966553
	Iteration 8Q: 3 clusters Score -833579.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -833722.937500 Penalty: 2860.966553
	Iteration 9Q: 3 clusters Score -833722.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -833878.375000 Penalty: 2860.966553
	Iteration 10Q: 3 clusters Score -833878.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -834021.375000 Penalty: 2860.966553
	Iteration 11Q: 3 clusters Score -834021.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -834155.625000 Penalty: 2860.966553
	Iteration 12Q: 3 clusters Score -834155.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -834284.500000 Penalty: 2860.966553
	Iteration 13Q: 3 clusters Score -834284.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -834391.687500 Penalty: 2860.966553
	Iteration 14Q: 3 clusters Score -834391.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -834488.125000 Penalty: 2860.966553
	Iteration 15Q: 3 clusters Score -834488.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -834564.562500 Penalty: 2860.966553
	Iteration 16Q: 3 clusters Score -834564.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -834635.687500 Penalty: 2860.966553
	Iteration 17Q: 3 clusters Score -834635.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -834678.375000 Penalty: 2860.966553
	Iteration 18Q: 3 clusters Score -834678.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -834700.937500 Penalty: 2860.966553
	Iteration 19Q: 3 clusters Score -834700.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -834722.125000 Penalty: 2860.966553
	Iteration 20F: 3 clusters Score -834722.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -834738.937500 Penalty: 2860.966553
	Iteration 21Q: 3 clusters Score -834738.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -834752.125000 Penalty: 2860.966553
	Iteration 22Q: 3 clusters Score -834752.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -834765.000000 Penalty: 2860.966553
	Iteration 23Q: 3 clusters Score -834765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -834777.125000 Penalty: 2860.966553
	Iteration 24Q: 3 clusters Score -834777.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -834783.437500 Penalty: 2860.966553
	Iteration 25Q: 3 clusters Score -834783.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -834787.000000 Penalty: 2860.966553
	Iteration 26Q: 3 clusters Score -834787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -834792.000000 Penalty: 2860.966553
	Iteration 27Q: 3 clusters Score -834792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -834794.375000 Penalty: 2860.966553
	Iteration 28Q: 3 clusters Score -834794.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -834798.500000 Penalty: 2860.966553
	Iteration 29Q: 3 clusters Score -834798.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -834801.750000 Penalty: 2860.966553
	Iteration 30Q: 3 clusters Score -834801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -834802.312500 Penalty: 2860.966553
	Iteration 31Q: 3 clusters Score -834802.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -834802.375000 Penalty: 2860.966553
	Iteration 32Q: 3 clusters Score -834802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -834802.375000 Penalty: 2860.966553
	Iteration 33F: 3 clusters Score -834802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Entering Unmasked Estep 
Score: -10699404.000000 Penalty: 1841.510864
	Iteration 0F: 2 clusters Score -1.06994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -10644142.000000 Penalty: 3683.021729
	Iteration 0F: 3 clusters Score -1.064414e+07 nChanged 39706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -10667596.000000 Penalty: 3683.021729
	Iteration 1F: 3 clusters Score -1.06676e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -10669390.000000 Penalty: 3683.021729
	Iteration 2Q: 3 clusters Score -1.066939e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -10672549.000000 Penalty: 3683.021729
	Iteration 3F: 3 clusters Score -1.067255e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -10678075.000000 Penalty: 3683.021729
	Iteration 4F: 3 clusters Score -1.067808e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70580 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -10685385.000000 Penalty: 3683.021729
	Iteration 5F: 3 clusters Score -1.068538e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77181 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -10691857.000000 Penalty: 3683.021729
	Iteration 6F: 3 clusters Score -1.069186e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -10695438.000000 Penalty: 3683.021729
	Iteration 7Q: 3 clusters Score -1.069544e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82622 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10696983.000000 Penalty: 3683.021729
	Iteration 8Q: 3 clusters Score -1.069698e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83083 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10697450.000000 Penalty: 3683.021729
	Iteration 9Q: 3 clusters Score -1.069745e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83218 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10697620.000000 Penalty: 3683.021729
	Iteration 10Q: 3 clusters Score -1.069762e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83253 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10697682.000000 Penalty: 3683.021729
	Iteration 11Q: 3 clusters Score -1.069768e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10697702.000000 Penalty: 3683.021729
	Iteration 12Q: 3 clusters Score -1.06977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10697716.000000 Penalty: 3683.021729
	Iteration 13Q: 3 clusters Score -1.069772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83285 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10697733.000000 Penalty: 3683.021729
	Iteration 14Q: 3 clusters Score -1.069773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83292 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10697742.000000 Penalty: 3683.021729
	Iteration 15Q: 3 clusters Score -1.069774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83296 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10697754.000000 Penalty: 3683.021729
	Iteration 16Q: 3 clusters Score -1.069775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83296 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10697750.000000 Penalty: 3683.021729
	Iteration 17Q: 3 clusters Score -1.069775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83301 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -10697760.000000 Penalty: 3683.021729
	Iteration 18Q: 3 clusters Score -1.069776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83303 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10697761.000000 Penalty: 3683.021729
	Iteration 19Q: 3 clusters Score -1.069776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83306 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10697768.000000 Penalty: 3683.021729
	Iteration 20F: 3 clusters Score -1.069777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10697770.000000 Penalty: 3683.021729
	Iteration 21Q: 3 clusters Score -1.069777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10697770.000000 Penalty: 3683.021729
	Iteration 22F: 3 clusters Score -1.069777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Entering Unmasked Estep 
Score: -3381281.750000 Penalty: 1655.248535
	Iteration 0F: 2 clusters Score -3381282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3363537.250000 Penalty: 3310.497070
	Iteration 0F: 3 clusters Score -3363537 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3370533.500000 Penalty: 3310.497070
	Iteration 1F: 3 clusters Score -3370534 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3371515.000000 Penalty: 3310.497070
	Iteration 2F: 3 clusters Score -3371515 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3372798.250000 Penalty: 3310.497070
	Iteration 3F: 3 clusters Score -3372798 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -3374103.250000 Penalty: 3310.497070
	Iteration 4F: 3 clusters Score -3374103 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -3375296.500000 Penalty: 3310.497070
	Iteration 5F: 3 clusters Score -3375296 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -3376252.000000 Penalty: 3310.497070
	Iteration 6F: 3 clusters Score -3376252 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -3377065.000000 Penalty: 3310.497070
	Iteration 7Q: 3 clusters Score -3377065 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3377737.250000 Penalty: 3310.497070
	Iteration 8Q: 3 clusters Score -3377737 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3378289.250000 Penalty: 3310.497070
	Iteration 9Q: 3 clusters Score -3378289 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3378665.500000 Penalty: 3310.497070
	Iteration 10Q: 3 clusters Score -3378666 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -3378903.000000 Penalty: 3310.497070
	Iteration 11Q: 3 clusters Score -3378903 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3379035.250000 Penalty: 3310.497070
	Iteration 12Q: 3 clusters Score -3379035 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3379132.250000 Penalty: 3310.497070
	Iteration 13Q: 3 clusters Score -3379132 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3379195.500000 Penalty: 3310.497070
	Iteration 14Q: 3 clusters Score -3379196 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3379272.000000 Penalty: 3310.497070
	Iteration 15Q: 3 clusters Score -3379272 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -3379361.250000 Penalty: 3310.497070
	Iteration 16Q: 3 clusters Score -3379361 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3379453.250000 Penalty: 3310.497070
	Iteration 17Q: 3 clusters Score -3379453 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3379551.500000 Penalty: 3310.497070
	Iteration 18Q: 3 clusters Score -3379552 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -3379663.250000 Penalty: 3310.497070
	Iteration 19Q: 3 clusters Score -3379663 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3379780.500000 Penalty: 3310.497070
	Iteration 20F: 3 clusters Score -3379780 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3379877.500000 Penalty: 3310.497070
	Iteration 21Q: 3 clusters Score -3379878 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3379946.250000 Penalty: 3310.497070
	Iteration 22Q: 3 clusters Score -3379946 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3379978.250000 Penalty: 3310.497070
	Iteration 23Q: 3 clusters Score -3379978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3379994.500000 Penalty: 3310.497070
	Iteration 24Q: 3 clusters Score -3379994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3380002.250000 Penalty: 3310.497070
	Iteration 25Q: 3 clusters Score -3380002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3380003.000000 Penalty: 3310.497070
	Iteration 26Q: 3 clusters Score -3380003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3380010.250000 Penalty: 3310.497070
	Iteration 27Q: 3 clusters Score -3380010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3380009.750000 Penalty: 3310.497070
	Iteration 28Q: 3 clusters Score -3380010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3380014.000000 Penalty: 3310.497070
	Iteration 29Q: 3 clusters Score -3380014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3380017.750000 Penalty: 3310.497070
	Iteration 30Q: 3 clusters Score -3380018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -3380021.000000 Penalty: 3310.497070
	Iteration 31Q: 3 clusters Score -3380021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3380020.750000 Penalty: 3310.497070
	Iteration 32Q: 3 clusters Score -3380021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3380028.250000 Penalty: 3310.497070
	Iteration 33Q: 3 clusters Score -3380028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3380026.250000 Penalty: 3310.497070
	Iteration 34Q: 3 clusters Score -3380026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3380028.000000 Penalty: 3310.497070
	Iteration 35Q: 3 clusters Score -3380028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3380027.250000 Penalty: 3310.497070
	Iteration 36Q: 3 clusters Score -3380027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3380028.250000 Penalty: 3310.497070
	Iteration 37Q: 3 clusters Score -3380028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3380029.000000 Penalty: 3310.497070
	Iteration 38Q: 3 clusters Score -3380029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3380029.000000 Penalty: 3310.497070
	Iteration 39F: 3 clusters Score -3380029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -167366.562500 Penalty: 1175.671021
	Iteration 0F: 2 clusters Score -167366.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -165654.468750 Penalty: 2351.342041
	Iteration 0F: 3 clusters Score -165654.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -165991.531250 Penalty: 2351.342041
	Iteration 1F: 3 clusters Score -165991.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -166085.265625 Penalty: 2351.342041
	Iteration 2F: 3 clusters Score -166085.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -166128.718750 Penalty: 2351.342041
	Iteration 3Q: 3 clusters Score -166128.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -166157.515625 Penalty: 2351.342041
	Iteration 4Q: 3 clusters Score -166157.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -166181.046875 Penalty: 2351.342041
	Iteration 5Q: 3 clusters Score -166181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -166201.734375 Penalty: 2351.342041
	Iteration 6Q: 3 clusters Score -166201.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -166218.531250 Penalty: 2351.342041
	Iteration 7Q: 3 clusters Score -166218.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -166238.234375 Penalty: 2351.342041
	Iteration 8Q: 3 clusters Score -166238.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -166252.531250 Penalty: 2351.342041
	Iteration 9Q: 3 clusters Score -166252.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -166266.125000 Penalty: 2351.342041
	Iteration 10Q: 3 clusters Score -166266.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -166281.093750 Penalty: 2351.342041
	Iteration 11Q: 3 clusters Score -166281.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -166295.296875 Penalty: 2351.342041
	Iteration 12Q: 3 clusters Score -166295.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -166304.625000 Penalty: 2351.342041
	Iteration 13Q: 3 clusters Score -166304.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -166312.468750 Penalty: 2351.342041
	Iteration 14Q: 3 clusters Score -166312.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -166318.687500 Penalty: 2351.342041
	Iteration 15Q: 3 clusters Score -166318.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -166322.093750 Penalty: 2351.342041
	Iteration 16Q: 3 clusters Score -166322.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -166327.718750 Penalty: 2351.342041
	Iteration 17Q: 3 clusters Score -166327.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -166331.703125 Penalty: 2351.342041
	Iteration 18Q: 3 clusters Score -166331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -166334.546875 Penalty: 2351.342041
	Iteration 19Q: 3 clusters Score -166334.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -166338.625000 Penalty: 2351.342041
	Iteration 20F: 3 clusters Score -166338.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -166341.812500 Penalty: 2351.342041
	Iteration 21Q: 3 clusters Score -166341.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -166349.046875 Penalty: 2351.342041
	Iteration 22Q: 3 clusters Score -166349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -166350.359375 Penalty: 2351.342041
	Iteration 23Q: 3 clusters Score -166350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -166350.750000 Penalty: 2351.342041
	Iteration 24Q: 3 clusters Score -166350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -166351.421875 Penalty: 2351.342041
	Iteration 25Q: 3 clusters Score -166351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -166351.812500 Penalty: 2351.342041
	Iteration 26Q: 3 clusters Score -166351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -166351.812500 Penalty: 2351.342041
	Iteration 27F: 3 clusters Score -166351.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Entering Unmasked Estep 
Score: -1255107.500000 Penalty: 1501.767334
	Iteration 0F: 2 clusters Score -1255108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1247752.875000 Penalty: 3003.534668
	Iteration 0F: 3 clusters Score -1247753 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1250231.625000 Penalty: 3003.534668
	Iteration 1F: 3 clusters Score -1250232 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1250512.875000 Penalty: 3003.534668
	Iteration 2F: 3 clusters Score -1250513 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1250744.625000 Penalty: 3003.534668
	Iteration 3F: 3 clusters Score -1250745 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1250936.875000 Penalty: 3003.534668
	Iteration 4Q: 3 clusters Score -1250937 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1251100.250000 Penalty: 3003.534668
	Iteration 5Q: 3 clusters Score -1251100 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1251238.750000 Penalty: 3003.534668
	Iteration 6Q: 3 clusters Score -1251239 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1251372.500000 Penalty: 3003.534668
	Iteration 7Q: 3 clusters Score -1251372 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1251519.000000 Penalty: 3003.534668
	Iteration 8Q: 3 clusters Score -1251519 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1251686.750000 Penalty: 3003.534668
	Iteration 9Q: 3 clusters Score -1251687 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1251883.000000 Penalty: 3003.534668
	Iteration 10Q: 3 clusters Score -1251883 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1252093.125000 Penalty: 3003.534668
	Iteration 11Q: 3 clusters Score -1252093 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1252310.750000 Penalty: 3003.534668
	Iteration 12Q: 3 clusters Score -1252311 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1252507.625000 Penalty: 3003.534668
	Iteration 13Q: 3 clusters Score -1252508 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1252687.125000 Penalty: 3003.534668
	Iteration 14Q: 3 clusters Score -1252687 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1252858.250000 Penalty: 3003.534668
	Iteration 15Q: 3 clusters Score -1252858 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1252982.000000 Penalty: 3003.534668
	Iteration 16Q: 3 clusters Score -1252982 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1253111.875000 Penalty: 3003.534668
	Iteration 17Q: 3 clusters Score -1253112 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1253206.250000 Penalty: 3003.534668
	Iteration 18Q: 3 clusters Score -1253206 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1253293.750000 Penalty: 3003.534668
	Iteration 19Q: 3 clusters Score -1253294 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1253367.500000 Penalty: 3003.534668
	Iteration 20F: 3 clusters Score -1253368 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1253416.625000 Penalty: 3003.534668
	Iteration 21Q: 3 clusters Score -1253417 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1253453.125000 Penalty: 3003.534668
	Iteration 22Q: 3 clusters Score -1253453 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1253498.750000 Penalty: 3003.534668
	Iteration 23Q: 3 clusters Score -1253499 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1253547.375000 Penalty: 3003.534668
	Iteration 24Q: 3 clusters Score -1253547 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1253575.625000 Penalty: 3003.534668
	Iteration 25Q: 3 clusters Score -1253576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1253601.750000 Penalty: 3003.534668
	Iteration 26Q: 3 clusters Score -1253602 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1253632.625000 Penalty: 3003.534668
	Iteration 27Q: 3 clusters Score -1253633 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1253661.000000 Penalty: 3003.534668
	Iteration 28Q: 3 clusters Score -1253661 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1253697.625000 Penalty: 3003.534668
	Iteration 29Q: 3 clusters Score -1253698 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1253731.375000 Penalty: 3003.534668
	Iteration 30Q: 3 clusters Score -1253731 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1253758.250000 Penalty: 3003.534668
	Iteration 31Q: 3 clusters Score -1253758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1253780.125000 Penalty: 3003.534668
	Iteration 32Q: 3 clusters Score -1253780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1253790.500000 Penalty: 3003.534668
	Iteration 33Q: 3 clusters Score -1253790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1253808.500000 Penalty: 3003.534668
	Iteration 34Q: 3 clusters Score -1253808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1253824.375000 Penalty: 3003.534668
	Iteration 35Q: 3 clusters Score -1253824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1253842.625000 Penalty: 3003.534668
	Iteration 36Q: 3 clusters Score -1253843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1253857.375000 Penalty: 3003.534668
	Iteration 37Q: 3 clusters Score -1253857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1253866.000000 Penalty: 3003.534668
	Iteration 38Q: 3 clusters Score -1253866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1253876.875000 Penalty: 3003.534668
	Iteration 39Q: 3 clusters Score -1253877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1253883.000000 Penalty: 3003.534668
	Iteration 40F: 3 clusters Score -1253883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1253892.875000 Penalty: 3003.534668
	Iteration 41Q: 3 clusters Score -1253893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1253898.500000 Penalty: 3003.534668
	Iteration 42Q: 3 clusters Score -1253898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1253900.625000 Penalty: 3003.534668
	Iteration 43Q: 3 clusters Score -1253901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1253902.750000 Penalty: 3003.534668
	Iteration 44Q: 3 clusters Score -1253903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1253908.125000 Penalty: 3003.534668
	Iteration 45Q: 3 clusters Score -1253908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1253912.375000 Penalty: 3003.534668
	Iteration 46Q: 3 clusters Score -1253912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1253916.875000 Penalty: 3003.534668
	Iteration 47Q: 3 clusters Score -1253917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1253916.500000 Penalty: 3003.534668
	Iteration 48Q: 3 clusters Score -1253916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1253916.125000 Penalty: 3003.534668
	Iteration 49Q: 3 clusters Score -1253916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1253923.750000 Penalty: 3003.534668
	Iteration 50Q: 3 clusters Score -1253924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1253923.875000 Penalty: 3003.534668
	Iteration 51Q: 3 clusters Score -1253924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1253923.375000 Penalty: 3003.534668
	Iteration 52Q: 3 clusters Score -1253923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1253921.750000 Penalty: 3003.534668
	Iteration 53Q: 3 clusters Score -1253922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1253923.125000 Penalty: 3003.534668
	Iteration 54Q: 3 clusters Score -1253923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1253923.125000 Penalty: 3003.534668
	Iteration 55F: 3 clusters Score -1253923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (119633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119633 members 
Entering Unmasked Estep 
Score: -15291595.000000 Penalty: 1899.979980
	Iteration 0F: 2 clusters Score -1.52916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -15212944.000000 Penalty: 3799.959961
	Iteration 0F: 3 clusters Score -1.521294e+07 nChanged 57521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 60250 members 
Entering Unmasked Estep 
Score: -15246390.000000 Penalty: 3799.959961
	Iteration 1F: 3 clusters Score -1.524639e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 60522 members 
Entering Unmasked Estep 
Score: -15247159.000000 Penalty: 3799.959961
	Iteration 2Q: 3 clusters Score -1.524716e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -15248074.000000 Penalty: 3799.959961
	Iteration 3Q: 3 clusters Score -1.524807e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -15249242.000000 Penalty: 3799.959961
	Iteration 4Q: 3 clusters Score -1.524924e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -15250791.000000 Penalty: 3799.959961
	Iteration 5Q: 3 clusters Score -1.525079e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -15253081.000000 Penalty: 3799.959961
	Iteration 6Q: 3 clusters Score -1.525308e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 66808 members 
Entering Unmasked Estep 
Score: -15256800.000000 Penalty: 3799.959961
	Iteration 7F: 3 clusters Score -1.52568e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -15262422.000000 Penalty: 3799.959961
	Iteration 8F: 3 clusters Score -1.526242e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 70918 members 
Entering Unmasked Estep 
Score: -15268418.000000 Penalty: 3799.959961
	Iteration 9F: 3 clusters Score -1.526842e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -15271848.000000 Penalty: 3799.959961
	Iteration 10F: 3 clusters Score -1.527185e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 73061 members 
Entering Unmasked Estep 
Score: -15273019.000000 Penalty: 3799.959961
	Iteration 11Q: 3 clusters Score -1.527302e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 73888 members 
Entering Unmasked Estep 
Score: -15273545.000000 Penalty: 3799.959961
	Iteration 12Q: 3 clusters Score -1.527354e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 74724 members 
Entering Unmasked Estep 
Score: -15273903.000000 Penalty: 3799.959961
	Iteration 13Q: 3 clusters Score -1.52739e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
Score: -15274188.000000 Penalty: 3799.959961
	Iteration 14Q: 3 clusters Score -1.527419e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 76373 members 
Entering Unmasked Estep 
Score: -15274522.000000 Penalty: 3799.959961
	Iteration 15Q: 3 clusters Score -1.527452e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 77184 members 
Entering Unmasked Estep 
Score: -15274743.000000 Penalty: 3799.959961
	Iteration 16Q: 3 clusters Score -1.527474e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
Score: -15274984.000000 Penalty: 3799.959961
	Iteration 17Q: 3 clusters Score -1.527498e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 78936 members 
Entering Unmasked Estep 
Score: -15275233.000000 Penalty: 3799.959961
	Iteration 18Q: 3 clusters Score -1.527523e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -15275466.000000 Penalty: 3799.959961
	Iteration 19Q: 3 clusters Score -1.527547e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -15275659.000000 Penalty: 3799.959961
	Iteration 20F: 3 clusters Score -1.527566e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 81447 members 
Entering Unmasked Estep 
Score: -15275835.000000 Penalty: 3799.959961
	Iteration 21Q: 3 clusters Score -1.527584e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 82293 members 
Entering Unmasked Estep 
Score: -15276090.000000 Penalty: 3799.959961
	Iteration 22Q: 3 clusters Score -1.527609e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
Score: -15276309.000000 Penalty: 3799.959961
	Iteration 23Q: 3 clusters Score -1.527631e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 84011 members 
Entering Unmasked Estep 
Score: -15276430.000000 Penalty: 3799.959961
	Iteration 24Q: 3 clusters Score -1.527643e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 84837 members 
Entering Unmasked Estep 
Score: -15276559.000000 Penalty: 3799.959961
	Iteration 25Q: 3 clusters Score -1.527656e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -15276775.000000 Penalty: 3799.959961
	Iteration 26Q: 3 clusters Score -1.527678e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -15276961.000000 Penalty: 3799.959961
	Iteration 27Q: 3 clusters Score -1.527696e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 87537 members 
Entering Unmasked Estep 
Score: -15277154.000000 Penalty: 3799.959961
	Iteration 28Q: 3 clusters Score -1.527715e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -15277306.000000 Penalty: 3799.959961
	Iteration 29Q: 3 clusters Score -1.527731e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 89353 members 
Entering Unmasked Estep 
Score: -15277532.000000 Penalty: 3799.959961
	Iteration 30Q: 3 clusters Score -1.527753e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 90281 members 
Entering Unmasked Estep 
Score: -15277692.000000 Penalty: 3799.959961
	Iteration 31Q: 3 clusters Score -1.527769e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -15277896.000000 Penalty: 3799.959961
	Iteration 32Q: 3 clusters Score -1.52779e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -15278099.000000 Penalty: 3799.959961
	Iteration 33Q: 3 clusters Score -1.52781e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -15278363.000000 Penalty: 3799.959961
	Iteration 34Q: 3 clusters Score -1.527836e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 94083 members 
Entering Unmasked Estep 
Score: -15278611.000000 Penalty: 3799.959961
	Iteration 35Q: 3 clusters Score -1.527861e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 95057 members 
Entering Unmasked Estep 
Score: -15278813.000000 Penalty: 3799.959961
	Iteration 36Q: 3 clusters Score -1.527881e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 96048 members 
Entering Unmasked Estep 
Score: -15279067.000000 Penalty: 3799.959961
	Iteration 37Q: 3 clusters Score -1.527907e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 97048 members 
Entering Unmasked Estep 
Score: -15279399.000000 Penalty: 3799.959961
	Iteration 38Q: 3 clusters Score -1.52794e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 98090 members 
Entering Unmasked Estep 
Score: -15279689.000000 Penalty: 3799.959961
	Iteration 39Q: 3 clusters Score -1.527969e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 99179 members 
Entering Unmasked Estep 
Score: -15279931.000000 Penalty: 3799.959961
	Iteration 40F: 3 clusters Score -1.527993e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 100283 members 
Entering Unmasked Estep 
Score: -15280203.000000 Penalty: 3799.959961
	Iteration 41Q: 3 clusters Score -1.52802e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 101405 members 
Entering Unmasked Estep 
Score: -15280591.000000 Penalty: 3799.959961
	Iteration 42Q: 3 clusters Score -1.528059e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 102488 members 
Entering Unmasked Estep 
Score: -15280941.000000 Penalty: 3799.959961
	Iteration 43Q: 3 clusters Score -1.528094e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -15281241.000000 Penalty: 3799.959961
	Iteration 44Q: 3 clusters Score -1.528124e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 104604 members 
Entering Unmasked Estep 
Score: -15281554.000000 Penalty: 3799.959961
	Iteration 45Q: 3 clusters Score -1.528155e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 105666 members 
Entering Unmasked Estep 
Score: -15281931.000000 Penalty: 3799.959961
	Iteration 46Q: 3 clusters Score -1.528193e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 106739 members 
Entering Unmasked Estep 
Score: -15282352.000000 Penalty: 3799.959961
	Iteration 47Q: 3 clusters Score -1.528235e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 107783 members 
Entering Unmasked Estep 
Score: -15282759.000000 Penalty: 3799.959961
	Iteration 48Q: 3 clusters Score -1.528276e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 108843 members 
Entering Unmasked Estep 
Score: -15283260.000000 Penalty: 3799.959961
	Iteration 49Q: 3 clusters Score -1.528326e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 109900 members 
Entering Unmasked Estep 
Score: -15283913.000000 Penalty: 3799.959961
	Iteration 50Q: 3 clusters Score -1.528391e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 110964 members 
Entering Unmasked Estep 
Score: -15284890.000000 Penalty: 3799.959961
	Iteration 51Q: 3 clusters Score -1.528489e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 112027 members 
Entering Unmasked Estep 
Score: -15285709.000000 Penalty: 3799.959961
	Iteration 52Q: 3 clusters Score -1.528571e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 113065 members 
Entering Unmasked Estep 
Score: -15286399.000000 Penalty: 3799.959961
	Iteration 53Q: 3 clusters Score -1.52864e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 114065 members 
Entering Unmasked Estep 
Score: -15287128.000000 Penalty: 3799.959961
	Iteration 54Q: 3 clusters Score -1.528713e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 115014 members 
Entering Unmasked Estep 
Score: -15287811.000000 Penalty: 3799.959961
	Iteration 55Q: 3 clusters Score -1.528781e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 115828 members 
Entering Unmasked Estep 
Score: -15288257.000000 Penalty: 3799.959961
	Iteration 56Q: 3 clusters Score -1.528826e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 116480 members 
Entering Unmasked Estep 
Score: -15288627.000000 Penalty: 3799.959961
	Iteration 57Q: 3 clusters Score -1.528863e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 117004 members 
Entering Unmasked Estep 
Score: -15288878.000000 Penalty: 3799.959961
	Iteration 58Q: 3 clusters Score -1.528888e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 117424 members 
Entering Unmasked Estep 
Score: -15289104.000000 Penalty: 3799.959961
	Iteration 59Q: 3 clusters Score -1.52891e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 117766 members 
Entering Unmasked Estep 
Score: -15289268.000000 Penalty: 3799.959961
	Iteration 60F: 3 clusters Score -1.528927e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 118013 members 
Entering Unmasked Estep 
Score: -15289446.000000 Penalty: 3799.959961
	Iteration 61Q: 3 clusters Score -1.528945e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 118195 members 
Entering Unmasked Estep 
Score: -15289600.000000 Penalty: 3799.959961
	Iteration 62Q: 3 clusters Score -1.52896e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 118350 members 
Entering Unmasked Estep 
Score: -15289689.000000 Penalty: 3799.959961
	Iteration 63Q: 3 clusters Score -1.528969e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 118485 members 
Entering Unmasked Estep 
Score: -15289742.000000 Penalty: 3799.959961
	Iteration 64Q: 3 clusters Score -1.528974e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 118592 members 
Entering Unmasked Estep 
Score: -15289778.000000 Penalty: 3799.959961
	Iteration 65Q: 3 clusters Score -1.528978e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 118675 members 
Entering Unmasked Estep 
Score: -15289818.000000 Penalty: 3799.959961
	Iteration 66Q: 3 clusters Score -1.528982e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 118739 members 
Entering Unmasked Estep 
Score: -15289849.000000 Penalty: 3799.959961
	Iteration 67Q: 3 clusters Score -1.528985e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 118788 members 
Entering Unmasked Estep 
Score: -15289873.000000 Penalty: 3799.959961
	Iteration 68Q: 3 clusters Score -1.528987e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 118821 members 
Entering Unmasked Estep 
Score: -15289870.000000 Penalty: 3799.959961
	Iteration 69Q: 3 clusters Score -1.528987e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 118846 members 
Entering Unmasked Estep 
Score: -15289885.000000 Penalty: 3799.959961
	Iteration 70Q: 3 clusters Score -1.528988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 118870 members 
Entering Unmasked Estep 
Score: -15289876.000000 Penalty: 3799.959961
	Iteration 71Q: 3 clusters Score -1.528988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 118885 members 
Entering Unmasked Estep 
Score: -15289888.000000 Penalty: 3799.959961
	Iteration 72Q: 3 clusters Score -1.528989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 118899 members 
Entering Unmasked Estep 
Score: -15289885.000000 Penalty: 3799.959961
	Iteration 73Q: 3 clusters Score -1.528988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 118904 members 
Entering Unmasked Estep 
Score: -15289894.000000 Penalty: 3799.959961
	Iteration 74Q: 3 clusters Score -1.528989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 118908 members 
Entering Unmasked Estep 
Score: -15289895.000000 Penalty: 3799.959961
	Iteration 75Q: 3 clusters Score -1.52899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 118912 members 
Entering Unmasked Estep 
Score: -15289900.000000 Penalty: 3799.959961
	Iteration 76Q: 3 clusters Score -1.52899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 118919 members 
Entering Unmasked Estep 
Score: -15289904.000000 Penalty: 3799.959961
	Iteration 77Q: 3 clusters Score -1.52899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 118922 members 
Entering Unmasked Estep 
Score: -15289906.000000 Penalty: 3799.959961
	Iteration 78Q: 3 clusters Score -1.528991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 118927 members 
Entering Unmasked Estep 
Score: -15289907.000000 Penalty: 3799.959961
	Iteration 79Q: 3 clusters Score -1.528991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 118929 members 
Entering Unmasked Estep 
Score: -15289909.000000 Penalty: 3799.959961
	Iteration 80F: 3 clusters Score -1.528991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 118929 members 
Entering Unmasked Estep 
Score: -15289911.000000 Penalty: 3799.959961
	Iteration 81Q: 3 clusters Score -1.528991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 118931 members 
Entering Unmasked Estep 
Score: -15289906.000000 Penalty: 3799.959961
	Iteration 82Q: 3 clusters Score -1.528991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 118932 members 
Entering Unmasked Estep 
Score: -15289913.000000 Penalty: 3799.959961
	Iteration 83Q: 3 clusters Score -1.528991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 118933 members 
Entering Unmasked Estep 
Score: -15289912.000000 Penalty: 3799.959961
	Iteration 84Q: 3 clusters Score -1.528991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 118933 members 
Entering Unmasked Estep 
Score: -15289912.000000 Penalty: 3799.959961
	Iteration 85F: 3 clusters Score -1.528991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Entering Unmasked Estep 
Score: -579721.125000 Penalty: 1386.431396
	Iteration 0F: 2 clusters Score -579721.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -575706.312500 Penalty: 2772.862793
	Iteration 0F: 3 clusters Score -575706.3 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -577061.562500 Penalty: 2772.862793
	Iteration 1F: 3 clusters Score -577061.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -577439.875000 Penalty: 2772.862793
	Iteration 2F: 3 clusters Score -577439.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -577735.687500 Penalty: 2772.862793
	Iteration 3F: 3 clusters Score -577735.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -577964.937500 Penalty: 2772.862793
	Iteration 4F: 3 clusters Score -577964.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -578166.375000 Penalty: 2772.862793
	Iteration 5Q: 3 clusters Score -578166.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -578367.312500 Penalty: 2772.862793
	Iteration 6Q: 3 clusters Score -578367.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -578526.062500 Penalty: 2772.862793
	Iteration 7Q: 3 clusters Score -578526.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -578639.812500 Penalty: 2772.862793
	Iteration 8Q: 3 clusters Score -578639.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -578729.312500 Penalty: 2772.862793
	Iteration 9Q: 3 clusters Score -578729.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -578791.062500 Penalty: 2772.862793
	Iteration 10Q: 3 clusters Score -578791.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -578839.562500 Penalty: 2772.862793
	Iteration 11Q: 3 clusters Score -578839.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -578868.875000 Penalty: 2772.862793
	Iteration 12Q: 3 clusters Score -578868.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -578882.750000 Penalty: 2772.862793
	Iteration 13Q: 3 clusters Score -578882.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -578896.375000 Penalty: 2772.862793
	Iteration 14Q: 3 clusters Score -578896.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -578912.875000 Penalty: 2772.862793
	Iteration 15Q: 3 clusters Score -578912.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -578927.312500 Penalty: 2772.862793
	Iteration 16Q: 3 clusters Score -578927.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -578939.375000 Penalty: 2772.862793
	Iteration 17Q: 3 clusters Score -578939.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -578962.187500 Penalty: 2772.862793
	Iteration 18Q: 3 clusters Score -578962.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -578997.437500 Penalty: 2772.862793
	Iteration 19Q: 3 clusters Score -578997.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -579023.187500 Penalty: 2772.862793
	Iteration 20F: 3 clusters Score -579023.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -579037.250000 Penalty: 2772.862793
	Iteration 21Q: 3 clusters Score -579037.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -579051.625000 Penalty: 2772.862793
	Iteration 22Q: 3 clusters Score -579051.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -579062.437500 Penalty: 2772.862793
	Iteration 23Q: 3 clusters Score -579062.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -579072.062500 Penalty: 2772.862793
	Iteration 24Q: 3 clusters Score -579072.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -579079.312500 Penalty: 2772.862793
	Iteration 25Q: 3 clusters Score -579079.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -579082.437500 Penalty: 2772.862793
	Iteration 26Q: 3 clusters Score -579082.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -579087.000000 Penalty: 2772.862793
	Iteration 27Q: 3 clusters Score -579087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -579089.500000 Penalty: 2772.862793
	Iteration 28Q: 3 clusters Score -579089.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -579090.687500 Penalty: 2772.862793
	Iteration 29Q: 3 clusters Score -579090.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -579094.375000 Penalty: 2772.862793
	Iteration 30Q: 3 clusters Score -579094.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -579097.750000 Penalty: 2772.862793
	Iteration 31Q: 3 clusters Score -579097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -579097.562500 Penalty: 2772.862793
	Iteration 32Q: 3 clusters Score -579097.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -579098.000000 Penalty: 2772.862793
	Iteration 33Q: 3 clusters Score -579098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -579098.000000 Penalty: 2772.862793
	Iteration 34F: 3 clusters Score -579098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Entering Unmasked Estep 
Score: -1247818.250000 Penalty: 1496.631470
	Iteration 0F: 2 clusters Score -1247818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1240666.250000 Penalty: 2993.262939
	Iteration 0F: 3 clusters Score -1240666 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1243105.625000 Penalty: 2993.262939
	Iteration 1F: 3 clusters Score -1243106 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1243543.125000 Penalty: 2993.262939
	Iteration 2F: 3 clusters Score -1243543 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1243979.875000 Penalty: 2993.262939
	Iteration 3F: 3 clusters Score -1243980 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1244393.125000 Penalty: 2993.262939
	Iteration 4F: 3 clusters Score -1244393 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1244755.000000 Penalty: 2993.262939
	Iteration 5F: 3 clusters Score -1244755 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1245080.875000 Penalty: 2993.262939
	Iteration 6F: 3 clusters Score -1245081 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1245361.000000 Penalty: 2993.262939
	Iteration 7Q: 3 clusters Score -1245361 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1245594.750000 Penalty: 2993.262939
	Iteration 8Q: 3 clusters Score -1245595 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1245794.875000 Penalty: 2993.262939
	Iteration 9Q: 3 clusters Score -1245795 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1245958.750000 Penalty: 2993.262939
	Iteration 10Q: 3 clusters Score -1245959 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1246102.125000 Penalty: 2993.262939
	Iteration 11Q: 3 clusters Score -1246102 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1246249.125000 Penalty: 2993.262939
	Iteration 12Q: 3 clusters Score -1246249 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1246400.250000 Penalty: 2993.262939
	Iteration 13Q: 3 clusters Score -1246400 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1246522.625000 Penalty: 2993.262939
	Iteration 14Q: 3 clusters Score -1246523 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1246608.375000 Penalty: 2993.262939
	Iteration 15Q: 3 clusters Score -1246608 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1246678.750000 Penalty: 2993.262939
	Iteration 16Q: 3 clusters Score -1246679 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1246719.750000 Penalty: 2993.262939
	Iteration 17Q: 3 clusters Score -1246720 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1246752.500000 Penalty: 2993.262939
	Iteration 18Q: 3 clusters Score -1246752 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1246781.375000 Penalty: 2993.262939
	Iteration 19Q: 3 clusters Score -1246781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1246796.750000 Penalty: 2993.262939
	Iteration 20F: 3 clusters Score -1246797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1246807.625000 Penalty: 2993.262939
	Iteration 21Q: 3 clusters Score -1246808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1246812.500000 Penalty: 2993.262939
	Iteration 22Q: 3 clusters Score -1246812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1246814.625000 Penalty: 2993.262939
	Iteration 23Q: 3 clusters Score -1246815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1246817.625000 Penalty: 2993.262939
	Iteration 24Q: 3 clusters Score -1246818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1246820.250000 Penalty: 2993.262939
	Iteration 25Q: 3 clusters Score -1246820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1246827.625000 Penalty: 2993.262939
	Iteration 26Q: 3 clusters Score -1246828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1246828.375000 Penalty: 2993.262939
	Iteration 27Q: 3 clusters Score -1246828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1246830.750000 Penalty: 2993.262939
	Iteration 28Q: 3 clusters Score -1246831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1246830.125000 Penalty: 2993.262939
	Iteration 29Q: 3 clusters Score -1246830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1246832.875000 Penalty: 2993.262939
	Iteration 30Q: 3 clusters Score -1246833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1246833.125000 Penalty: 2993.262939
	Iteration 31Q: 3 clusters Score -1246833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1246833.375000 Penalty: 2993.262939
	Iteration 32Q: 3 clusters Score -1246833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1246833.375000 Penalty: 2993.262939
	Iteration 33F: 3 clusters Score -1246833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (119113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119113 members 
Entering Unmasked Estep 
Score: -15218528.000000 Penalty: 1899.272095
	Iteration 0F: 2 clusters Score -1.521853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
Score: -15140212.000000 Penalty: 3798.544189
	Iteration 0F: 3 clusters Score -1.514021e+07 nChanged 57114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -15173830.000000 Penalty: 3798.544189
	Iteration 1F: 3 clusters Score -1.517383e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -15174874.000000 Penalty: 3798.544189
	Iteration 2Q: 3 clusters Score -1.517487e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -15176310.000000 Penalty: 3798.544189
	Iteration 3Q: 3 clusters Score -1.517631e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -15177968.000000 Penalty: 3798.544189
	Iteration 4Q: 3 clusters Score -1.517797e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -15180303.000000 Penalty: 3798.544189
	Iteration 5Q: 3 clusters Score -1.51803e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -15183427.000000 Penalty: 3798.544189
	Iteration 6F: 3 clusters Score -1.518343e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -15187570.000000 Penalty: 3798.544189
	Iteration 7F: 3 clusters Score -1.518757e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 82306 members 
Entering Unmasked Estep 
Score: -15192201.000000 Penalty: 3798.544189
	Iteration 8F: 3 clusters Score -1.51922e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -15196486.000000 Penalty: 3798.544189
	Iteration 9F: 3 clusters Score -1.519649e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 89852 members 
Entering Unmasked Estep 
Score: -15200120.000000 Penalty: 3798.544189
	Iteration 10Q: 3 clusters Score -1.520012e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 92257 members 
Entering Unmasked Estep 
Score: -15202204.000000 Penalty: 3798.544189
	Iteration 11Q: 3 clusters Score -1.52022e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 94243 members 
Entering Unmasked Estep 
Score: -15203298.000000 Penalty: 3798.544189
	Iteration 12Q: 3 clusters Score -1.52033e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 96109 members 
Entering Unmasked Estep 
Score: -15204036.000000 Penalty: 3798.544189
	Iteration 13Q: 3 clusters Score -1.520404e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 97922 members 
Entering Unmasked Estep 
Score: -15204728.000000 Penalty: 3798.544189
	Iteration 14Q: 3 clusters Score -1.520473e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -15205426.000000 Penalty: 3798.544189
	Iteration 15Q: 3 clusters Score -1.520543e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 101453 members 
Entering Unmasked Estep 
Score: -15206127.000000 Penalty: 3798.544189
	Iteration 16Q: 3 clusters Score -1.520613e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 103118 members 
Entering Unmasked Estep 
Score: -15206699.000000 Penalty: 3798.544189
	Iteration 17Q: 3 clusters Score -1.52067e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 104753 members 
Entering Unmasked Estep 
Score: -15207436.000000 Penalty: 3798.544189
	Iteration 18Q: 3 clusters Score -1.520744e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 106331 members 
Entering Unmasked Estep 
Score: -15208105.000000 Penalty: 3798.544189
	Iteration 19Q: 3 clusters Score -1.52081e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 107909 members 
Entering Unmasked Estep 
Score: -15208816.000000 Penalty: 3798.544189
	Iteration 20F: 3 clusters Score -1.520882e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 109435 members 
Entering Unmasked Estep 
Score: -15209797.000000 Penalty: 3798.544189
	Iteration 21Q: 3 clusters Score -1.52098e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 110917 members 
Entering Unmasked Estep 
Score: -15211069.000000 Penalty: 3798.544189
	Iteration 22Q: 3 clusters Score -1.521107e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 112318 members 
Entering Unmasked Estep 
Score: -15212349.000000 Penalty: 3798.544189
	Iteration 23Q: 3 clusters Score -1.521235e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 113652 members 
Entering Unmasked Estep 
Score: -15213436.000000 Penalty: 3798.544189
	Iteration 24Q: 3 clusters Score -1.521344e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 114924 members 
Entering Unmasked Estep 
Score: -15214487.000000 Penalty: 3798.544189
	Iteration 25Q: 3 clusters Score -1.521449e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 116060 members 
Entering Unmasked Estep 
Score: -15215240.000000 Penalty: 3798.544189
	Iteration 26Q: 3 clusters Score -1.521524e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 116948 members 
Entering Unmasked Estep 
Score: -15215872.000000 Penalty: 3798.544189
	Iteration 27Q: 3 clusters Score -1.521587e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 117587 members 
Entering Unmasked Estep 
Score: -15216291.000000 Penalty: 3798.544189
	Iteration 28Q: 3 clusters Score -1.521629e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 118026 members 
Entering Unmasked Estep 
Score: -15216557.000000 Penalty: 3798.544189
	Iteration 29Q: 3 clusters Score -1.521656e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 118316 members 
Entering Unmasked Estep 
Score: -15216678.000000 Penalty: 3798.544189
	Iteration 30Q: 3 clusters Score -1.521668e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 118489 members 
Entering Unmasked Estep 
Score: -15216716.000000 Penalty: 3798.544189
	Iteration 31Q: 3 clusters Score -1.521672e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 118587 members 
Entering Unmasked Estep 
Score: -15216791.000000 Penalty: 3798.544189
	Iteration 32Q: 3 clusters Score -1.521679e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 118650 members 
Entering Unmasked Estep 
Score: -15216847.000000 Penalty: 3798.544189
	Iteration 33Q: 3 clusters Score -1.521685e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 118689 members 
Entering Unmasked Estep 
Score: -15216863.000000 Penalty: 3798.544189
	Iteration 34Q: 3 clusters Score -1.521686e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 118710 members 
Entering Unmasked Estep 
Score: -15216870.000000 Penalty: 3798.544189
	Iteration 35Q: 3 clusters Score -1.521687e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 118731 members 
Entering Unmasked Estep 
Score: -15216882.000000 Penalty: 3798.544189
	Iteration 36Q: 3 clusters Score -1.521688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 118752 members 
Entering Unmasked Estep 
Score: -15216884.000000 Penalty: 3798.544189
	Iteration 37Q: 3 clusters Score -1.521688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 118763 members 
Entering Unmasked Estep 
Score: -15216885.000000 Penalty: 3798.544189
	Iteration 38Q: 3 clusters Score -1.521688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 118770 members 
Entering Unmasked Estep 
Score: -15216905.000000 Penalty: 3798.544189
	Iteration 39Q: 3 clusters Score -1.52169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 118774 members 
Entering Unmasked Estep 
Score: -15216918.000000 Penalty: 3798.544189
	Iteration 40F: 3 clusters Score -1.521692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 118775 members 
Entering Unmasked Estep 
Score: -15216908.000000 Penalty: 3798.544189
	Iteration 41Q: 3 clusters Score -1.521691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 118775 members 
Entering Unmasked Estep 
Score: -15216908.000000 Penalty: 3798.544189
	Iteration 42F: 3 clusters Score -1.521691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Entering Unmasked Estep 
Score: -434328.250000 Penalty: 1316.276245
	Iteration 0F: 2 clusters Score -434328.2 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 1611 members 
Entering Unmasked Estep 
Score: -431347.968750 Penalty: 2632.552490
	Iteration 0F: 3 clusters Score -431348 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -432073.156250 Penalty: 2632.552490
	Iteration 1F: 3 clusters Score -432073.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -432219.718750 Penalty: 2632.552490
	Iteration 2F: 3 clusters Score -432219.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -432324.031250 Penalty: 2632.552490
	Iteration 3F: 3 clusters Score -432324 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -432400.031250 Penalty: 2632.552490
	Iteration 4Q: 3 clusters Score -432400 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -432448.187500 Penalty: 2632.552490
	Iteration 5Q: 3 clusters Score -432448.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -432487.250000 Penalty: 2632.552490
	Iteration 6Q: 3 clusters Score -432487.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -432517.593750 Penalty: 2632.552490
	Iteration 7Q: 3 clusters Score -432517.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -432540.375000 Penalty: 2632.552490
	Iteration 8Q: 3 clusters Score -432540.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -432557.843750 Penalty: 2632.552490
	Iteration 9Q: 3 clusters Score -432557.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -432579.125000 Penalty: 2632.552490
	Iteration 10Q: 3 clusters Score -432579.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -432598.625000 Penalty: 2632.552490
	Iteration 11Q: 3 clusters Score -432598.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -432615.843750 Penalty: 2632.552490
	Iteration 12Q: 3 clusters Score -432615.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -432637.468750 Penalty: 2632.552490
	Iteration 13Q: 3 clusters Score -432637.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -432658.062500 Penalty: 2632.552490
	Iteration 14Q: 3 clusters Score -432658.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -432684.281250 Penalty: 2632.552490
	Iteration 15Q: 3 clusters Score -432684.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -432719.406250 Penalty: 2632.552490
	Iteration 16Q: 3 clusters Score -432719.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -432751.656250 Penalty: 2632.552490
	Iteration 17Q: 3 clusters Score -432751.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -432784.187500 Penalty: 2632.552490
	Iteration 18Q: 3 clusters Score -432784.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -432817.468750 Penalty: 2632.552490
	Iteration 19Q: 3 clusters Score -432817.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -432853.312500 Penalty: 2632.552490
	Iteration 20F: 3 clusters Score -432853.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -432895.031250 Penalty: 2632.552490
	Iteration 21Q: 3 clusters Score -432895 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -432940.343750 Penalty: 2632.552490
	Iteration 22Q: 3 clusters Score -432940.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -432979.187500 Penalty: 2632.552490
	Iteration 23Q: 3 clusters Score -432979.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -433013.656250 Penalty: 2632.552490
	Iteration 24Q: 3 clusters Score -433013.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -433045.406250 Penalty: 2632.552490
	Iteration 25Q: 3 clusters Score -433045.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -433070.093750 Penalty: 2632.552490
	Iteration 26Q: 3 clusters Score -433070.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -433085.187500 Penalty: 2632.552490
	Iteration 27Q: 3 clusters Score -433085.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -433096.812500 Penalty: 2632.552490
	Iteration 28Q: 3 clusters Score -433096.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -433110.625000 Penalty: 2632.552490
	Iteration 29Q: 3 clusters Score -433110.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -433115.843750 Penalty: 2632.552490
	Iteration 30Q: 3 clusters Score -433115.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -433121.718750 Penalty: 2632.552490
	Iteration 31Q: 3 clusters Score -433121.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -433126.281250 Penalty: 2632.552490
	Iteration 32Q: 3 clusters Score -433126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -433126.781250 Penalty: 2632.552490
	Iteration 33Q: 3 clusters Score -433126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -433127.312500 Penalty: 2632.552490
	Iteration 34Q: 3 clusters Score -433127.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -433128.437500 Penalty: 2632.552490
	Iteration 35Q: 3 clusters Score -433128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -433128.312500 Penalty: 2632.552490
	Iteration 36Q: 3 clusters Score -433128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -433129.125000 Penalty: 2632.552490
	Iteration 37Q: 3 clusters Score -433129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -433130.218750 Penalty: 2632.552490
	Iteration 38Q: 3 clusters Score -433130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -433130.812500 Penalty: 2632.552490
	Iteration 39Q: 3 clusters Score -433130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -433132.062500 Penalty: 2632.552490
	Iteration 40F: 3 clusters Score -433132.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -433132.906250 Penalty: 2632.552490
	Iteration 41Q: 3 clusters Score -433132.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -433133.343750 Penalty: 2632.552490
	Iteration 42Q: 3 clusters Score -433133.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -433133.343750 Penalty: 2632.552490
	Iteration 43F: 3 clusters Score -433133.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -25801.441406 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -25801.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25036.394531 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -25036.39 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25327.353516 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -25327.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25620.281250 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -25620.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26029.933594 Penalty: 1842.711304
	Iteration 3F: 3 clusters Score -26029.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26217.250000 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -26217.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26408.166016 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -26408.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26503.865234 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -26503.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26539.322266 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -26539.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26560.439453 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -26560.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26588.689453 Penalty: 1842.711304
	Iteration 9Q: 3 clusters Score -26588.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26603.224609 Penalty: 1842.711304
	Iteration 10Q: 3 clusters Score -26603.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26618.712891 Penalty: 1842.711304
	Iteration 11Q: 3 clusters Score -26618.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26619.248047 Penalty: 1842.711304
	Iteration 12F: 3 clusters Score -26619.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26626.125000 Penalty: 1842.711304
	Iteration 13Q: 3 clusters Score -26626.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26626.125000 Penalty: 1842.711304
	Iteration 14F: 3 clusters Score -26626.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83481 members 
Mstep: Class 3 contains 26533 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10318 members 
Mstep: Class 6 contains 119633 members 
Mstep: Class 7 contains 5074 members 
Mstep: Class 8 contains 9997 members 
Mstep: Class 9 contains 119113 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 14023 members 
Mstep: Class 13 contains 40170 members 
Mstep: Class 14 contains 7457 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28403 members 
Mstep: Class 17 contains 30935 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 31094 members 
Mstep: Class 21 contains 16501 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 59985 members 
Mstep: Class 26 contains 37317 members 
Mstep: Class 27 contains 10910 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23379 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 30557 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3663 members 
Mstep: Class 34 contains 137952 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 168 members 
Entering Unmasked Estep 
Score: -108957544.000000 Penalty: 80105.234375
Splitting cluster 11 changes total score from -108957984.000000 to -108957544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (14023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Entering Unmasked Estep 
Score: -1754061.375000 Penalty: 1551.623779
	Iteration 0F: 2 clusters Score -1754061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1744368.000000 Penalty: 3103.247559
	Iteration 0F: 3 clusters Score -1744368 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1747690.250000 Penalty: 3103.247559
	Iteration 1F: 3 clusters Score -1747690 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1747982.000000 Penalty: 3103.247559
	Iteration 2F: 3 clusters Score -1747982 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1748265.500000 Penalty: 3103.247559
	Iteration 3Q: 3 clusters Score -1748266 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1748528.625000 Penalty: 3103.247559
	Iteration 4Q: 3 clusters Score -1748529 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1748785.750000 Penalty: 3103.247559
	Iteration 5Q: 3 clusters Score -1748786 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1749027.000000 Penalty: 3103.247559
	Iteration 6Q: 3 clusters Score -1749027 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1749304.375000 Penalty: 3103.247559
	Iteration 7Q: 3 clusters Score -1749304 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1749636.500000 Penalty: 3103.247559
	Iteration 8Q: 3 clusters Score -1749636 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1750033.500000 Penalty: 3103.247559
	Iteration 9Q: 3 clusters Score -1750034 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1750492.125000 Penalty: 3103.247559
	Iteration 10Q: 3 clusters Score -1750492 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1750884.000000 Penalty: 3103.247559
	Iteration 11Q: 3 clusters Score -1750884 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1751165.000000 Penalty: 3103.247559
	Iteration 12Q: 3 clusters Score -1751165 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1751337.250000 Penalty: 3103.247559
	Iteration 13Q: 3 clusters Score -1751337 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1751458.875000 Penalty: 3103.247559
	Iteration 14Q: 3 clusters Score -1751459 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1751542.750000 Penalty: 3103.247559
	Iteration 15Q: 3 clusters Score -1751543 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1751630.125000 Penalty: 3103.247559
	Iteration 16Q: 3 clusters Score -1751630 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1751709.000000 Penalty: 3103.247559
	Iteration 17Q: 3 clusters Score -1751709 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1751796.000000 Penalty: 3103.247559
	Iteration 18Q: 3 clusters Score -1751796 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1751878.750000 Penalty: 3103.247559
	Iteration 19Q: 3 clusters Score -1751879 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1751971.125000 Penalty: 3103.247559
	Iteration 20F: 3 clusters Score -1751971 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1752058.625000 Penalty: 3103.247559
	Iteration 21Q: 3 clusters Score -1752059 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1752123.000000 Penalty: 3103.247559
	Iteration 22Q: 3 clusters Score -1752123 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1752175.125000 Penalty: 3103.247559
	Iteration 23Q: 3 clusters Score -1752175 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1752218.125000 Penalty: 3103.247559
	Iteration 24Q: 3 clusters Score -1752218 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1752257.875000 Penalty: 3103.247559
	Iteration 25Q: 3 clusters Score -1752258 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1752287.625000 Penalty: 3103.247559
	Iteration 26Q: 3 clusters Score -1752288 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1752328.375000 Penalty: 3103.247559
	Iteration 27Q: 3 clusters Score -1752328 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1752359.250000 Penalty: 3103.247559
	Iteration 28Q: 3 clusters Score -1752359 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1752396.250000 Penalty: 3103.247559
	Iteration 29Q: 3 clusters Score -1752396 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1752437.375000 Penalty: 3103.247559
	Iteration 30Q: 3 clusters Score -1752437 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1752471.625000 Penalty: 3103.247559
	Iteration 31Q: 3 clusters Score -1752472 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1752503.000000 Penalty: 3103.247559
	Iteration 32Q: 3 clusters Score -1752503 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1752516.375000 Penalty: 3103.247559
	Iteration 33Q: 3 clusters Score -1752516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1752536.500000 Penalty: 3103.247559
	Iteration 34Q: 3 clusters Score -1752536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1752562.250000 Penalty: 3103.247559
	Iteration 35Q: 3 clusters Score -1752562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1752575.500000 Penalty: 3103.247559
	Iteration 36Q: 3 clusters Score -1752576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1752593.125000 Penalty: 3103.247559
	Iteration 37Q: 3 clusters Score -1752593 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1752605.125000 Penalty: 3103.247559
	Iteration 38Q: 3 clusters Score -1752605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1752612.250000 Penalty: 3103.247559
	Iteration 39Q: 3 clusters Score -1752612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1752617.500000 Penalty: 3103.247559
	Iteration 40F: 3 clusters Score -1752618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1752620.250000 Penalty: 3103.247559
	Iteration 41Q: 3 clusters Score -1752620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1752621.625000 Penalty: 3103.247559
	Iteration 42Q: 3 clusters Score -1752622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1752623.750000 Penalty: 3103.247559
	Iteration 43Q: 3 clusters Score -1752624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1752625.750000 Penalty: 3103.247559
	Iteration 44Q: 3 clusters Score -1752626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1752630.125000 Penalty: 3103.247559
	Iteration 45Q: 3 clusters Score -1752630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1752637.625000 Penalty: 3103.247559
	Iteration 46Q: 3 clusters Score -1752638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1752645.250000 Penalty: 3103.247559
	Iteration 47Q: 3 clusters Score -1752645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1752643.500000 Penalty: 3103.247559
	Iteration 48Q: 3 clusters Score -1752644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1752648.750000 Penalty: 3103.247559
	Iteration 49Q: 3 clusters Score -1752649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1752649.625000 Penalty: 3103.247559
	Iteration 50Q: 3 clusters Score -1752650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1752651.875000 Penalty: 3103.247559
	Iteration 51Q: 3 clusters Score -1752652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1752653.625000 Penalty: 3103.247559
	Iteration 52Q: 3 clusters Score -1752654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1752652.125000 Penalty: 3103.247559
	Iteration 53Q: 3 clusters Score -1752652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1752653.875000 Penalty: 3103.247559
	Iteration 54Q: 3 clusters Score -1752654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1752659.000000 Penalty: 3103.247559
	Iteration 55Q: 3 clusters Score -1752659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1752662.125000 Penalty: 3103.247559
	Iteration 56Q: 3 clusters Score -1752662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1752667.125000 Penalty: 3103.247559
	Iteration 57Q: 3 clusters Score -1752667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1752673.125000 Penalty: 3103.247559
	Iteration 58Q: 3 clusters Score -1752673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1752675.500000 Penalty: 3103.247559
	Iteration 59Q: 3 clusters Score -1752676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1752679.875000 Penalty: 3103.247559
	Iteration 60F: 3 clusters Score -1752680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1752684.125000 Penalty: 3103.247559
	Iteration 61Q: 3 clusters Score -1752684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1752689.625000 Penalty: 3103.247559
	Iteration 62Q: 3 clusters Score -1752690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1752693.500000 Penalty: 3103.247559
	Iteration 63Q: 3 clusters Score -1752694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1752697.500000 Penalty: 3103.247559
	Iteration 64Q: 3 clusters Score -1752698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1752702.375000 Penalty: 3103.247559
	Iteration 65Q: 3 clusters Score -1752702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1752708.125000 Penalty: 3103.247559
	Iteration 66Q: 3 clusters Score -1752708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1752714.625000 Penalty: 3103.247559
	Iteration 67Q: 3 clusters Score -1752715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1752717.125000 Penalty: 3103.247559
	Iteration 68Q: 3 clusters Score -1752717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1752723.125000 Penalty: 3103.247559
	Iteration 69Q: 3 clusters Score -1752723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1752723.125000 Penalty: 3103.247559
	Iteration 70Q: 3 clusters Score -1752723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1752723.500000 Penalty: 3103.247559
	Iteration 71Q: 3 clusters Score -1752724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1752731.875000 Penalty: 3103.247559
	Iteration 72Q: 3 clusters Score -1752732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1752733.125000 Penalty: 3103.247559
	Iteration 73Q: 3 clusters Score -1752733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1752733.125000 Penalty: 3103.247559
	Iteration 74Q: 3 clusters Score -1752733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1752737.500000 Penalty: 3103.247559
	Iteration 75Q: 3 clusters Score -1752738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1752740.125000 Penalty: 3103.247559
	Iteration 76Q: 3 clusters Score -1752740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1752741.750000 Penalty: 3103.247559
	Iteration 77Q: 3 clusters Score -1752742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1752743.625000 Penalty: 3103.247559
	Iteration 78Q: 3 clusters Score -1752744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1752744.125000 Penalty: 3103.247559
	Iteration 79Q: 3 clusters Score -1752744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1752742.500000 Penalty: 3103.247559
	Iteration 80F: 3 clusters Score -1752742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1752744.875000 Penalty: 3103.247559
	Iteration 81Q: 3 clusters Score -1752745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1752744.500000 Penalty: 3103.247559
	Iteration 82Q: 3 clusters Score -1752744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1752743.000000 Penalty: 3103.247559
	Iteration 83Q: 3 clusters Score -1752743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1752743.500000 Penalty: 3103.247559
	Iteration 84Q: 3 clusters Score -1752744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1752743.500000 Penalty: 3103.247559
	Iteration 85F: 3 clusters Score -1752744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Entering Unmasked Estep 
Score: -4766429.000000 Penalty: 1722.642334
	Iteration 0F: 2 clusters Score -4766429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -4739439.500000 Penalty: 3445.284668
	Iteration 0F: 3 clusters Score -4739440 nChanged 18776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4750405.500000 Penalty: 3445.284668
	Iteration 1F: 3 clusters Score -4750406 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4751327.000000 Penalty: 3445.284668
	Iteration 2F: 3 clusters Score -4751327 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4752336.500000 Penalty: 3445.284668
	Iteration 3F: 3 clusters Score -4752336 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -4753509.000000 Penalty: 3445.284668
	Iteration 4F: 3 clusters Score -4753509 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -4754536.500000 Penalty: 3445.284668
	Iteration 5F: 3 clusters Score -4754536 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -4755504.000000 Penalty: 3445.284668
	Iteration 6F: 3 clusters Score -4755504 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -4756257.000000 Penalty: 3445.284668
	Iteration 7Q: 3 clusters Score -4756257 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -4756903.000000 Penalty: 3445.284668
	Iteration 8Q: 3 clusters Score -4756903 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -4757534.500000 Penalty: 3445.284668
	Iteration 9Q: 3 clusters Score -4757534 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -4758117.500000 Penalty: 3445.284668
	Iteration 10Q: 3 clusters Score -4758118 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -4758644.000000 Penalty: 3445.284668
	Iteration 11Q: 3 clusters Score -4758644 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -4759129.000000 Penalty: 3445.284668
	Iteration 12Q: 3 clusters Score -4759129 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -4759485.000000 Penalty: 3445.284668
	Iteration 13Q: 3 clusters Score -4759485 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -4759783.000000 Penalty: 3445.284668
	Iteration 14Q: 3 clusters Score -4759783 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -4760027.000000 Penalty: 3445.284668
	Iteration 15Q: 3 clusters Score -4760027 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -4760145.000000 Penalty: 3445.284668
	Iteration 16Q: 3 clusters Score -4760145 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -4760251.500000 Penalty: 3445.284668
	Iteration 17Q: 3 clusters Score -4760252 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -4760378.000000 Penalty: 3445.284668
	Iteration 18Q: 3 clusters Score -4760378 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -4760546.500000 Penalty: 3445.284668
	Iteration 19Q: 3 clusters Score -4760546 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -4760711.500000 Penalty: 3445.284668
	Iteration 20F: 3 clusters Score -4760712 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -4760901.500000 Penalty: 3445.284668
	Iteration 21Q: 3 clusters Score -4760902 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -4761091.000000 Penalty: 3445.284668
	Iteration 22Q: 3 clusters Score -4761091 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -4761338.500000 Penalty: 3445.284668
	Iteration 23Q: 3 clusters Score -4761338 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -4761597.000000 Penalty: 3445.284668
	Iteration 24Q: 3 clusters Score -4761597 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -4761893.000000 Penalty: 3445.284668
	Iteration 25Q: 3 clusters Score -4761893 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -4762150.500000 Penalty: 3445.284668
	Iteration 26Q: 3 clusters Score -4762150 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -4762435.000000 Penalty: 3445.284668
	Iteration 27Q: 3 clusters Score -4762435 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -4762699.000000 Penalty: 3445.284668
	Iteration 28Q: 3 clusters Score -4762699 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -4763002.000000 Penalty: 3445.284668
	Iteration 29Q: 3 clusters Score -4763002 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -4763244.000000 Penalty: 3445.284668
	Iteration 30Q: 3 clusters Score -4763244 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -4763501.000000 Penalty: 3445.284668
	Iteration 31Q: 3 clusters Score -4763501 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -4763699.000000 Penalty: 3445.284668
	Iteration 32Q: 3 clusters Score -4763699 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -4763911.000000 Penalty: 3445.284668
	Iteration 33Q: 3 clusters Score -4763911 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -4764111.500000 Penalty: 3445.284668
	Iteration 34Q: 3 clusters Score -4764112 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -4764323.000000 Penalty: 3445.284668
	Iteration 35Q: 3 clusters Score -4764323 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -4764497.500000 Penalty: 3445.284668
	Iteration 36Q: 3 clusters Score -4764498 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -4764672.000000 Penalty: 3445.284668
	Iteration 37Q: 3 clusters Score -4764672 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -4764843.500000 Penalty: 3445.284668
	Iteration 38Q: 3 clusters Score -4764844 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4764987.500000 Penalty: 3445.284668
	Iteration 39Q: 3 clusters Score -4764988 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4765127.000000 Penalty: 3445.284668
	Iteration 40F: 3 clusters Score -4765127 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4765259.000000 Penalty: 3445.284668
	Iteration 41Q: 3 clusters Score -4765259 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4765334.500000 Penalty: 3445.284668
	Iteration 42Q: 3 clusters Score -4765334 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4765395.500000 Penalty: 3445.284668
	Iteration 43Q: 3 clusters Score -4765396 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4765472.000000 Penalty: 3445.284668
	Iteration 44Q: 3 clusters Score -4765472 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4765504.000000 Penalty: 3445.284668
	Iteration 45Q: 3 clusters Score -4765504 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4765531.500000 Penalty: 3445.284668
	Iteration 46Q: 3 clusters Score -4765532 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4765566.000000 Penalty: 3445.284668
	Iteration 47Q: 3 clusters Score -4765566 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4765611.000000 Penalty: 3445.284668
	Iteration 48Q: 3 clusters Score -4765611 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4765636.500000 Penalty: 3445.284668
	Iteration 49Q: 3 clusters Score -4765636 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4765658.500000 Penalty: 3445.284668
	Iteration 50Q: 3 clusters Score -4765658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4765676.500000 Penalty: 3445.284668
	Iteration 51Q: 3 clusters Score -4765676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4765699.500000 Penalty: 3445.284668
	Iteration 52Q: 3 clusters Score -4765700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4765697.500000 Penalty: 3445.284668
	Iteration 53Q: 3 clusters Score -4765698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4765720.000000 Penalty: 3445.284668
	Iteration 54Q: 3 clusters Score -4765720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4765724.500000 Penalty: 3445.284668
	Iteration 55Q: 3 clusters Score -4765724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4765718.500000 Penalty: 3445.284668
	Iteration 56Q: 3 clusters Score -4765718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4765716.000000 Penalty: 3445.284668
	Iteration 57Q: 3 clusters Score -4765716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4765718.000000 Penalty: 3445.284668
	Iteration 58Q: 3 clusters Score -4765718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4765722.000000 Penalty: 3445.284668
	Iteration 59Q: 3 clusters Score -4765722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4765724.000000 Penalty: 3445.284668
	Iteration 60F: 3 clusters Score -4765724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4765734.000000 Penalty: 3445.284668
	Iteration 61Q: 3 clusters Score -4765734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4765737.500000 Penalty: 3445.284668
	Iteration 62Q: 3 clusters Score -4765738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4765736.500000 Penalty: 3445.284668
	Iteration 63Q: 3 clusters Score -4765736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4765739.000000 Penalty: 3445.284668
	Iteration 64Q: 3 clusters Score -4765739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4765743.500000 Penalty: 3445.284668
	Iteration 65Q: 3 clusters Score -4765744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4765743.500000 Penalty: 3445.284668
	Iteration 66Q: 3 clusters Score -4765744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4765747.500000 Penalty: 3445.284668
	Iteration 67Q: 3 clusters Score -4765748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4765747.500000 Penalty: 3445.284668
	Iteration 68F: 3 clusters Score -4765748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Entering Unmasked Estep 
Score: -940959.687500 Penalty: 1448.997559
	Iteration 0F: 2 clusters Score -940959.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -935396.375000 Penalty: 2897.995117
	Iteration 0F: 3 clusters Score -935396.4 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -937118.812500 Penalty: 2897.995117
	Iteration 1F: 3 clusters Score -937118.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -937645.562500 Penalty: 2897.995117
	Iteration 2F: 3 clusters Score -937645.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -938255.375000 Penalty: 2897.995117
	Iteration 3F: 3 clusters Score -938255.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -938874.687500 Penalty: 2897.995117
	Iteration 4F: 3 clusters Score -938874.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -939419.812500 Penalty: 2897.995117
	Iteration 5F: 3 clusters Score -939419.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -939834.625000 Penalty: 2897.995117
	Iteration 6F: 3 clusters Score -939834.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -940066.187500 Penalty: 2897.995117
	Iteration 7Q: 3 clusters Score -940066.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -940185.500000 Penalty: 2897.995117
	Iteration 8Q: 3 clusters Score -940185.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -940253.187500 Penalty: 2897.995117
	Iteration 9Q: 3 clusters Score -940253.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -940289.375000 Penalty: 2897.995117
	Iteration 10Q: 3 clusters Score -940289.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -940309.062500 Penalty: 2897.995117
	Iteration 11Q: 3 clusters Score -940309.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -940329.375000 Penalty: 2897.995117
	Iteration 12Q: 3 clusters Score -940329.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -940343.375000 Penalty: 2897.995117
	Iteration 13Q: 3 clusters Score -940343.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -940359.687500 Penalty: 2897.995117
	Iteration 14Q: 3 clusters Score -940359.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -940377.812500 Penalty: 2897.995117
	Iteration 15Q: 3 clusters Score -940377.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -940389.562500 Penalty: 2897.995117
	Iteration 16Q: 3 clusters Score -940389.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -940403.312500 Penalty: 2897.995117
	Iteration 17Q: 3 clusters Score -940403.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -940418.937500 Penalty: 2897.995117
	Iteration 18Q: 3 clusters Score -940418.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -940430.562500 Penalty: 2897.995117
	Iteration 19Q: 3 clusters Score -940430.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -940444.875000 Penalty: 2897.995117
	Iteration 20F: 3 clusters Score -940444.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -940459.312500 Penalty: 2897.995117
	Iteration 21Q: 3 clusters Score -940459.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -940474.812500 Penalty: 2897.995117
	Iteration 22Q: 3 clusters Score -940474.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -940483.875000 Penalty: 2897.995117
	Iteration 23Q: 3 clusters Score -940483.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -940488.687500 Penalty: 2897.995117
	Iteration 24Q: 3 clusters Score -940488.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -940497.250000 Penalty: 2897.995117
	Iteration 25Q: 3 clusters Score -940497.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -940508.250000 Penalty: 2897.995117
	Iteration 26Q: 3 clusters Score -940508.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -940515.812500 Penalty: 2897.995117
	Iteration 27Q: 3 clusters Score -940515.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -940522.375000 Penalty: 2897.995117
	Iteration 28Q: 3 clusters Score -940522.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -940527.687500 Penalty: 2897.995117
	Iteration 29Q: 3 clusters Score -940527.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -940532.687500 Penalty: 2897.995117
	Iteration 30Q: 3 clusters Score -940532.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -940538.312500 Penalty: 2897.995117
	Iteration 31Q: 3 clusters Score -940538.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -940543.125000 Penalty: 2897.995117
	Iteration 32Q: 3 clusters Score -940543.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -940545.937500 Penalty: 2897.995117
	Iteration 33Q: 3 clusters Score -940545.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -940552.312500 Penalty: 2897.995117
	Iteration 34Q: 3 clusters Score -940552.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -940555.062500 Penalty: 2897.995117
	Iteration 35Q: 3 clusters Score -940555.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -940558.437500 Penalty: 2897.995117
	Iteration 36Q: 3 clusters Score -940558.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -940560.000000 Penalty: 2897.995117
	Iteration 37Q: 3 clusters Score -940560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -940563.250000 Penalty: 2897.995117
	Iteration 38Q: 3 clusters Score -940563.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -940565.562500 Penalty: 2897.995117
	Iteration 39Q: 3 clusters Score -940565.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -940566.687500 Penalty: 2897.995117
	Iteration 40F: 3 clusters Score -940566.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -940568.125000 Penalty: 2897.995117
	Iteration 41Q: 3 clusters Score -940568.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -940569.562500 Penalty: 2897.995117
	Iteration 42Q: 3 clusters Score -940569.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -940568.312500 Penalty: 2897.995117
	Iteration 43Q: 3 clusters Score -940568.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -940570.187500 Penalty: 2897.995117
	Iteration 44Q: 3 clusters Score -940570.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -940570.125000 Penalty: 2897.995117
	Iteration 45Q: 3 clusters Score -940570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -940570.000000 Penalty: 2897.995117
	Iteration 46Q: 3 clusters Score -940570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -940569.937500 Penalty: 2897.995117
	Iteration 47Q: 3 clusters Score -940569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -940569.937500 Penalty: 2897.995117
	Iteration 48F: 3 clusters Score -940569.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Entering Unmasked Estep 
Score: -687477.312500 Penalty: 1397.689575
	Iteration 0F: 2 clusters Score -687477.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -683190.500000 Penalty: 2795.379150
	Iteration 0F: 3 clusters Score -683190.5 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -684465.625000 Penalty: 2795.379150
	Iteration 1F: 3 clusters Score -684465.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -684759.937500 Penalty: 2795.379150
	Iteration 2F: 3 clusters Score -684759.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -685011.062500 Penalty: 2795.379150
	Iteration 3F: 3 clusters Score -685011.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -685214.062500 Penalty: 2795.379150
	Iteration 4F: 3 clusters Score -685214.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -685383.937500 Penalty: 2795.379150
	Iteration 5Q: 3 clusters Score -685383.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -685557.562500 Penalty: 2795.379150
	Iteration 6Q: 3 clusters Score -685557.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -685760.750000 Penalty: 2795.379150
	Iteration 7Q: 3 clusters Score -685760.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -685926.937500 Penalty: 2795.379150
	Iteration 8Q: 3 clusters Score -685926.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -686072.000000 Penalty: 2795.379150
	Iteration 9Q: 3 clusters Score -686072 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -686176.125000 Penalty: 2795.379150
	Iteration 10Q: 3 clusters Score -686176.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -686240.187500 Penalty: 2795.379150
	Iteration 11Q: 3 clusters Score -686240.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -686293.625000 Penalty: 2795.379150
	Iteration 12Q: 3 clusters Score -686293.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -686334.062500 Penalty: 2795.379150
	Iteration 13Q: 3 clusters Score -686334.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -686364.750000 Penalty: 2795.379150
	Iteration 14Q: 3 clusters Score -686364.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -686394.062500 Penalty: 2795.379150
	Iteration 15Q: 3 clusters Score -686394.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -686415.875000 Penalty: 2795.379150
	Iteration 16Q: 3 clusters Score -686415.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -686433.562500 Penalty: 2795.379150
	Iteration 17Q: 3 clusters Score -686433.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -686442.625000 Penalty: 2795.379150
	Iteration 18Q: 3 clusters Score -686442.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -686453.500000 Penalty: 2795.379150
	Iteration 19Q: 3 clusters Score -686453.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -686461.500000 Penalty: 2795.379150
	Iteration 20F: 3 clusters Score -686461.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -686468.375000 Penalty: 2795.379150
	Iteration 21Q: 3 clusters Score -686468.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -686474.125000 Penalty: 2795.379150
	Iteration 22Q: 3 clusters Score -686474.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -686479.875000 Penalty: 2795.379150
	Iteration 23Q: 3 clusters Score -686479.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -686484.625000 Penalty: 2795.379150
	Iteration 24Q: 3 clusters Score -686484.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -686486.687500 Penalty: 2795.379150
	Iteration 25Q: 3 clusters Score -686486.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -686489.937500 Penalty: 2795.379150
	Iteration 26Q: 3 clusters Score -686489.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -686491.812500 Penalty: 2795.379150
	Iteration 27Q: 3 clusters Score -686491.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -686493.687500 Penalty: 2795.379150
	Iteration 28Q: 3 clusters Score -686493.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -686495.625000 Penalty: 2795.379150
	Iteration 29Q: 3 clusters Score -686495.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -686498.125000 Penalty: 2795.379150
	Iteration 30Q: 3 clusters Score -686498.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -686501.250000 Penalty: 2795.379150
	Iteration 31Q: 3 clusters Score -686501.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -686503.187500 Penalty: 2795.379150
	Iteration 32Q: 3 clusters Score -686503.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -686506.500000 Penalty: 2795.379150
	Iteration 33Q: 3 clusters Score -686506.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -686510.250000 Penalty: 2795.379150
	Iteration 34Q: 3 clusters Score -686510.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -686515.375000 Penalty: 2795.379150
	Iteration 35Q: 3 clusters Score -686515.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -686516.687500 Penalty: 2795.379150
	Iteration 36Q: 3 clusters Score -686516.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -686521.000000 Penalty: 2795.379150
	Iteration 37Q: 3 clusters Score -686521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -686524.625000 Penalty: 2795.379150
	Iteration 38Q: 3 clusters Score -686524.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -686526.250000 Penalty: 2795.379150
	Iteration 39Q: 3 clusters Score -686526.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -686527.000000 Penalty: 2795.379150
	Iteration 40F: 3 clusters Score -686527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -686528.500000 Penalty: 2795.379150
	Iteration 41Q: 3 clusters Score -686528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -686528.937500 Penalty: 2795.379150
	Iteration 42Q: 3 clusters Score -686528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -686529.187500 Penalty: 2795.379150
	Iteration 43Q: 3 clusters Score -686529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -686529.000000 Penalty: 2795.379150
	Iteration 44Q: 3 clusters Score -686529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -686529.437500 Penalty: 2795.379150
	Iteration 45Q: 3 clusters Score -686529.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -686530.000000 Penalty: 2795.379150
	Iteration 46Q: 3 clusters Score -686530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -686532.437500 Penalty: 2795.379150
	Iteration 47Q: 3 clusters Score -686532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -686532.937500 Penalty: 2795.379150
	Iteration 48Q: 3 clusters Score -686532.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -686533.375000 Penalty: 2795.379150
	Iteration 49Q: 3 clusters Score -686533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -686534.000000 Penalty: 2795.379150
	Iteration 50Q: 3 clusters Score -686534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -686534.625000 Penalty: 2795.379150
	Iteration 51Q: 3 clusters Score -686534.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -686535.375000 Penalty: 2795.379150
	Iteration 52Q: 3 clusters Score -686535.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -686536.812500 Penalty: 2795.379150
	Iteration 53Q: 3 clusters Score -686536.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -686539.250000 Penalty: 2795.379150
	Iteration 54Q: 3 clusters Score -686539.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -686539.125000 Penalty: 2795.379150
	Iteration 55Q: 3 clusters Score -686539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -686537.375000 Penalty: 2795.379150
	Iteration 56Q: 3 clusters Score -686537.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -686537.375000 Penalty: 2795.379150
	Iteration 57F: 3 clusters Score -686537.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Entering Unmasked Estep 
Score: -3594277.250000 Penalty: 1666.315552
	Iteration 0F: 2 clusters Score -3594277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3575241.500000 Penalty: 3332.631104
	Iteration 0F: 3 clusters Score -3575242 nChanged 12919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3582276.750000 Penalty: 3332.631104
	Iteration 1F: 3 clusters Score -3582277 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3582773.250000 Penalty: 3332.631104
	Iteration 2Q: 3 clusters Score -3582773 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3583403.500000 Penalty: 3332.631104
	Iteration 3F: 3 clusters Score -3583404 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3584253.000000 Penalty: 3332.631104
	Iteration 4F: 3 clusters Score -3584253 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -3585440.500000 Penalty: 3332.631104
	Iteration 5F: 3 clusters Score -3585440 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -3586902.000000 Penalty: 3332.631104
	Iteration 6F: 3 clusters Score -3586902 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3588473.500000 Penalty: 3332.631104
	Iteration 7F: 3 clusters Score -3588474 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3589961.750000 Penalty: 3332.631104
	Iteration 8F: 3 clusters Score -3589962 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3591177.750000 Penalty: 3332.631104
	Iteration 9Q: 3 clusters Score -3591178 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3591954.250000 Penalty: 3332.631104
	Iteration 10Q: 3 clusters Score -3591954 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3592355.750000 Penalty: 3332.631104
	Iteration 11Q: 3 clusters Score -3592356 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3592619.250000 Penalty: 3332.631104
	Iteration 12Q: 3 clusters Score -3592619 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -3592761.000000 Penalty: 3332.631104
	Iteration 13Q: 3 clusters Score -3592761 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3592841.750000 Penalty: 3332.631104
	Iteration 14Q: 3 clusters Score -3592842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3592888.250000 Penalty: 3332.631104
	Iteration 15Q: 3 clusters Score -3592888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3592917.750000 Penalty: 3332.631104
	Iteration 16Q: 3 clusters Score -3592918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3592944.250000 Penalty: 3332.631104
	Iteration 17Q: 3 clusters Score -3592944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -3592958.250000 Penalty: 3332.631104
	Iteration 18Q: 3 clusters Score -3592958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -3592965.000000 Penalty: 3332.631104
	Iteration 19Q: 3 clusters Score -3592965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -3592966.500000 Penalty: 3332.631104
	Iteration 20F: 3 clusters Score -3592966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3592978.750000 Penalty: 3332.631104
	Iteration 21Q: 3 clusters Score -3592979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -3592979.500000 Penalty: 3332.631104
	Iteration 22Q: 3 clusters Score -3592980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -3592990.000000 Penalty: 3332.631104
	Iteration 23Q: 3 clusters Score -3592990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3592997.000000 Penalty: 3332.631104
	Iteration 24Q: 3 clusters Score -3592997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3592995.250000 Penalty: 3332.631104
	Iteration 25Q: 3 clusters Score -3592995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -3592993.250000 Penalty: 3332.631104
	Iteration 26Q: 3 clusters Score -3592993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -3592999.250000 Penalty: 3332.631104
	Iteration 27Q: 3 clusters Score -3592999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -3593006.250000 Penalty: 3332.631104
	Iteration 28Q: 3 clusters Score -3593006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3593006.000000 Penalty: 3332.631104
	Iteration 29Q: 3 clusters Score -3593006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -3593009.750000 Penalty: 3332.631104
	Iteration 30Q: 3 clusters Score -3593010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -3593011.750000 Penalty: 3332.631104
	Iteration 31Q: 3 clusters Score -3593012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -3593019.500000 Penalty: 3332.631104
	Iteration 32Q: 3 clusters Score -3593020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3593021.250000 Penalty: 3332.631104
	Iteration 33Q: 3 clusters Score -3593021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -3593028.000000 Penalty: 3332.631104
	Iteration 34Q: 3 clusters Score -3593028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3593036.000000 Penalty: 3332.631104
	Iteration 35Q: 3 clusters Score -3593036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3593036.000000 Penalty: 3332.631104
	Iteration 36Q: 3 clusters Score -3593036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3593045.750000 Penalty: 3332.631104
	Iteration 37Q: 3 clusters Score -3593046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3593055.500000 Penalty: 3332.631104
	Iteration 38Q: 3 clusters Score -3593056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3593061.250000 Penalty: 3332.631104
	Iteration 39Q: 3 clusters Score -3593061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3593066.250000 Penalty: 3332.631104
	Iteration 40F: 3 clusters Score -3593066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -3593068.500000 Penalty: 3332.631104
	Iteration 41Q: 3 clusters Score -3593068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -3593075.250000 Penalty: 3332.631104
	Iteration 42Q: 3 clusters Score -3593075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -3593073.750000 Penalty: 3332.631104
	Iteration 43Q: 3 clusters Score -3593074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -3593075.750000 Penalty: 3332.631104
	Iteration 44Q: 3 clusters Score -3593076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3593076.250000 Penalty: 3332.631104
	Iteration 45Q: 3 clusters Score -3593076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3593076.250000 Penalty: 3332.631104
	Iteration 46F: 3 clusters Score -3593076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Entering Unmasked Estep 
Score: -3973395.750000 Penalty: 1680.192017
	Iteration 0F: 2 clusters Score -3973396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3952673.500000 Penalty: 3360.384033
	Iteration 0F: 3 clusters Score -3952674 nChanged 14156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -3960782.250000 Penalty: 3360.384033
	Iteration 1F: 3 clusters Score -3960782 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -3961394.000000 Penalty: 3360.384033
	Iteration 2Q: 3 clusters Score -3961394 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -3962048.500000 Penalty: 3360.384033
	Iteration 3Q: 3 clusters Score -3962048 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3962751.750000 Penalty: 3360.384033
	Iteration 4Q: 3 clusters Score -3962752 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3963600.000000 Penalty: 3360.384033
	Iteration 5Q: 3 clusters Score -3963600 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3964647.250000 Penalty: 3360.384033
	Iteration 6F: 3 clusters Score -3964647 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -3965807.000000 Penalty: 3360.384033
	Iteration 7F: 3 clusters Score -3965807 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3966819.250000 Penalty: 3360.384033
	Iteration 8F: 3 clusters Score -3966819 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3967544.250000 Penalty: 3360.384033
	Iteration 9Q: 3 clusters Score -3967544 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3967975.000000 Penalty: 3360.384033
	Iteration 10Q: 3 clusters Score -3967975 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3968224.250000 Penalty: 3360.384033
	Iteration 11Q: 3 clusters Score -3968224 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3968357.250000 Penalty: 3360.384033
	Iteration 12Q: 3 clusters Score -3968357 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -3968425.000000 Penalty: 3360.384033
	Iteration 13Q: 3 clusters Score -3968425 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -3968492.500000 Penalty: 3360.384033
	Iteration 14Q: 3 clusters Score -3968492 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -3968558.500000 Penalty: 3360.384033
	Iteration 15Q: 3 clusters Score -3968558 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3968614.750000 Penalty: 3360.384033
	Iteration 16Q: 3 clusters Score -3968615 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3968658.750000 Penalty: 3360.384033
	Iteration 17Q: 3 clusters Score -3968659 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3968713.500000 Penalty: 3360.384033
	Iteration 18Q: 3 clusters Score -3968714 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -3968778.000000 Penalty: 3360.384033
	Iteration 19Q: 3 clusters Score -3968778 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3968814.000000 Penalty: 3360.384033
	Iteration 20F: 3 clusters Score -3968814 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -3968886.500000 Penalty: 3360.384033
	Iteration 21Q: 3 clusters Score -3968886 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -3968952.750000 Penalty: 3360.384033
	Iteration 22Q: 3 clusters Score -3968953 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -3969015.000000 Penalty: 3360.384033
	Iteration 23Q: 3 clusters Score -3969015 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3969112.250000 Penalty: 3360.384033
	Iteration 24Q: 3 clusters Score -3969112 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3969176.000000 Penalty: 3360.384033
	Iteration 25Q: 3 clusters Score -3969176 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3969241.500000 Penalty: 3360.384033
	Iteration 26Q: 3 clusters Score -3969242 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3969307.750000 Penalty: 3360.384033
	Iteration 27Q: 3 clusters Score -3969308 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3969390.000000 Penalty: 3360.384033
	Iteration 28Q: 3 clusters Score -3969390 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -3969483.250000 Penalty: 3360.384033
	Iteration 29Q: 3 clusters Score -3969483 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3969584.500000 Penalty: 3360.384033
	Iteration 30Q: 3 clusters Score -3969584 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3969698.000000 Penalty: 3360.384033
	Iteration 31Q: 3 clusters Score -3969698 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -3969789.000000 Penalty: 3360.384033
	Iteration 32Q: 3 clusters Score -3969789 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3969907.000000 Penalty: 3360.384033
	Iteration 33Q: 3 clusters Score -3969907 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -3970014.500000 Penalty: 3360.384033
	Iteration 34Q: 3 clusters Score -3970014 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3970105.750000 Penalty: 3360.384033
	Iteration 35Q: 3 clusters Score -3970106 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3970204.500000 Penalty: 3360.384033
	Iteration 36Q: 3 clusters Score -3970204 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -3970317.750000 Penalty: 3360.384033
	Iteration 37Q: 3 clusters Score -3970318 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3970446.000000 Penalty: 3360.384033
	Iteration 38Q: 3 clusters Score -3970446 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3970593.500000 Penalty: 3360.384033
	Iteration 39Q: 3 clusters Score -3970594 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3970746.750000 Penalty: 3360.384033
	Iteration 40F: 3 clusters Score -3970747 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3970883.250000 Penalty: 3360.384033
	Iteration 41Q: 3 clusters Score -3970883 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -3971015.750000 Penalty: 3360.384033
	Iteration 42Q: 3 clusters Score -3971016 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -3971139.250000 Penalty: 3360.384033
	Iteration 43Q: 3 clusters Score -3971139 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3971244.250000 Penalty: 3360.384033
	Iteration 44Q: 3 clusters Score -3971244 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3971368.250000 Penalty: 3360.384033
	Iteration 45Q: 3 clusters Score -3971368 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3971471.500000 Penalty: 3360.384033
	Iteration 46Q: 3 clusters Score -3971472 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -3971564.250000 Penalty: 3360.384033
	Iteration 47Q: 3 clusters Score -3971564 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3971619.250000 Penalty: 3360.384033
	Iteration 48Q: 3 clusters Score -3971619 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3971682.500000 Penalty: 3360.384033
	Iteration 49Q: 3 clusters Score -3971682 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -3971711.500000 Penalty: 3360.384033
	Iteration 50Q: 3 clusters Score -3971712 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -3971742.750000 Penalty: 3360.384033
	Iteration 51Q: 3 clusters Score -3971743 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3971780.750000 Penalty: 3360.384033
	Iteration 52Q: 3 clusters Score -3971781 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -3971809.500000 Penalty: 3360.384033
	Iteration 53Q: 3 clusters Score -3971810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -3971826.500000 Penalty: 3360.384033
	Iteration 54Q: 3 clusters Score -3971826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -3971853.000000 Penalty: 3360.384033
	Iteration 55Q: 3 clusters Score -3971853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -3971870.250000 Penalty: 3360.384033
	Iteration 56Q: 3 clusters Score -3971870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -3971892.750000 Penalty: 3360.384033
	Iteration 57Q: 3 clusters Score -3971893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -3971908.000000 Penalty: 3360.384033
	Iteration 58Q: 3 clusters Score -3971908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -3971922.000000 Penalty: 3360.384033
	Iteration 59Q: 3 clusters Score -3971922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -3971934.750000 Penalty: 3360.384033
	Iteration 60F: 3 clusters Score -3971935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -3971960.750000 Penalty: 3360.384033
	Iteration 61Q: 3 clusters Score -3971961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -3971971.000000 Penalty: 3360.384033
	Iteration 62Q: 3 clusters Score -3971971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -3971978.000000 Penalty: 3360.384033
	Iteration 63Q: 3 clusters Score -3971978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -3971989.750000 Penalty: 3360.384033
	Iteration 64Q: 3 clusters Score -3971990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -3971993.250000 Penalty: 3360.384033
	Iteration 65Q: 3 clusters Score -3971993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -3971997.250000 Penalty: 3360.384033
	Iteration 66Q: 3 clusters Score -3971997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -3972000.000000 Penalty: 3360.384033
	Iteration 67Q: 3 clusters Score -3972000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -3971996.750000 Penalty: 3360.384033
	Iteration 68Q: 3 clusters Score -3971997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -3972002.250000 Penalty: 3360.384033
	Iteration 69Q: 3 clusters Score -3972002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -3972004.000000 Penalty: 3360.384033
	Iteration 70Q: 3 clusters Score -3972004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -3972005.750000 Penalty: 3360.384033
	Iteration 71Q: 3 clusters Score -3972006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -3972009.750000 Penalty: 3360.384033
	Iteration 72Q: 3 clusters Score -3972010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -3972014.500000 Penalty: 3360.384033
	Iteration 73Q: 3 clusters Score -3972014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -3972015.750000 Penalty: 3360.384033
	Iteration 74Q: 3 clusters Score -3972016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -3972015.750000 Penalty: 3360.384033
	Iteration 75Q: 3 clusters Score -3972016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -3972018.250000 Penalty: 3360.384033
	Iteration 76Q: 3 clusters Score -3972018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -3972024.500000 Penalty: 3360.384033
	Iteration 77Q: 3 clusters Score -3972024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -3972029.750000 Penalty: 3360.384033
	Iteration 78Q: 3 clusters Score -3972030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -3972033.250000 Penalty: 3360.384033
	Iteration 79Q: 3 clusters Score -3972033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -3972039.500000 Penalty: 3360.384033
	Iteration 80F: 3 clusters Score -3972040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -3972038.000000 Penalty: 3360.384033
	Iteration 81Q: 3 clusters Score -3972038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -3972039.000000 Penalty: 3360.384033
	Iteration 82Q: 3 clusters Score -3972039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -3972044.750000 Penalty: 3360.384033
	Iteration 83Q: 3 clusters Score -3972045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -3972045.500000 Penalty: 3360.384033
	Iteration 84Q: 3 clusters Score -3972046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -3972051.500000 Penalty: 3360.384033
	Iteration 85Q: 3 clusters Score -3972052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -3972051.750000 Penalty: 3360.384033
	Iteration 86Q: 3 clusters Score -3972052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -3972047.250000 Penalty: 3360.384033
	Iteration 87Q: 3 clusters Score -3972047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3972051.000000 Penalty: 3360.384033
	Iteration 88Q: 3 clusters Score -3972051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -3972050.000000 Penalty: 3360.384033
	Iteration 89Q: 3 clusters Score -3972050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -3972052.000000 Penalty: 3360.384033
	Iteration 90Q: 3 clusters Score -3972052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -3972055.000000 Penalty: 3360.384033
	Iteration 91Q: 3 clusters Score -3972055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -3972052.750000 Penalty: 3360.384033
	Iteration 92Q: 3 clusters Score -3972053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -3972056.500000 Penalty: 3360.384033
	Iteration 93Q: 3 clusters Score -3972056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -3972059.500000 Penalty: 3360.384033
	Iteration 94Q: 3 clusters Score -3972060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -3972057.500000 Penalty: 3360.384033
	Iteration 95Q: 3 clusters Score -3972058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -3972057.250000 Penalty: 3360.384033
	Iteration 96Q: 3 clusters Score -3972057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -3972059.000000 Penalty: 3360.384033
	Iteration 97Q: 3 clusters Score -3972059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -3972065.250000 Penalty: 3360.384033
	Iteration 98Q: 3 clusters Score -3972065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3972063.250000 Penalty: 3360.384033
	Iteration 99Q: 3 clusters Score -3972063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -3972072.250000 Penalty: 3360.384033
	Iteration 100F: 3 clusters Score -3972072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -3972072.500000 Penalty: 3360.384033
	Iteration 101Q: 3 clusters Score -3972072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3972073.000000 Penalty: 3360.384033
	Iteration 102Q: 3 clusters Score -3972073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3972073.000000 Penalty: 3360.384033
	Iteration 103F: 3 clusters Score -3972073 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: -405515.687500 Penalty: 1338.547485
	Iteration 0F: 2 clusters Score -405515.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -402278.718750 Penalty: 2677.094971
	Iteration 0F: 3 clusters Score -402278.7 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -403240.406250 Penalty: 2677.094971
	Iteration 1F: 3 clusters Score -403240.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -403583.625000 Penalty: 2677.094971
	Iteration 2F: 3 clusters Score -403583.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -403850.531250 Penalty: 2677.094971
	Iteration 3F: 3 clusters Score -403850.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -404051.531250 Penalty: 2677.094971
	Iteration 4F: 3 clusters Score -404051.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -404216.093750 Penalty: 2677.094971
	Iteration 5F: 3 clusters Score -404216.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -404375.000000 Penalty: 2677.094971
	Iteration 6Q: 3 clusters Score -404375 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -404511.343750 Penalty: 2677.094971
	Iteration 7Q: 3 clusters Score -404511.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -404629.593750 Penalty: 2677.094971
	Iteration 8Q: 3 clusters Score -404629.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -404717.468750 Penalty: 2677.094971
	Iteration 9Q: 3 clusters Score -404717.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -404771.125000 Penalty: 2677.094971
	Iteration 10Q: 3 clusters Score -404771.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -404807.250000 Penalty: 2677.094971
	Iteration 11Q: 3 clusters Score -404807.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -404841.625000 Penalty: 2677.094971
	Iteration 12Q: 3 clusters Score -404841.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -404873.906250 Penalty: 2677.094971
	Iteration 13Q: 3 clusters Score -404873.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -404900.843750 Penalty: 2677.094971
	Iteration 14Q: 3 clusters Score -404900.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -404919.312500 Penalty: 2677.094971
	Iteration 15Q: 3 clusters Score -404919.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -404933.093750 Penalty: 2677.094971
	Iteration 16Q: 3 clusters Score -404933.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -404946.937500 Penalty: 2677.094971
	Iteration 17Q: 3 clusters Score -404946.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -404956.062500 Penalty: 2677.094971
	Iteration 18Q: 3 clusters Score -404956.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -404968.406250 Penalty: 2677.094971
	Iteration 19Q: 3 clusters Score -404968.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -404976.187500 Penalty: 2677.094971
	Iteration 20F: 3 clusters Score -404976.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -404984.875000 Penalty: 2677.094971
	Iteration 21Q: 3 clusters Score -404984.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -404993.343750 Penalty: 2677.094971
	Iteration 22Q: 3 clusters Score -404993.3 nChanged 18
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: -404999.562500 Penalty: 2677.094971
	Iteration 23Q: 3 clusters Score -404999.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -405007.437500 Penalty: 2677.094971
	Iteration 24Q: 3 clusters Score -405007.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -405013.312500 Penalty: 2677.094971
	Iteration 25Q: 3 clusters Score -405013.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -405018.218750 Penalty: 2677.094971
	Iteration 26Q: 3 clusters Score -405018.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -405022.656250 Penalty: 2677.094971
	Iteration 27Q: 3 clusters Score -405022.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -405026.406250 Penalty: 2677.094971
	Iteration 28Q: 3 clusters Score -405026.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -405030.812500 Penalty: 2677.094971
	Iteration 29Q: 3 clusters Score -405030.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -405035.750000 Penalty: 2677.094971
	Iteration 30Q: 3 clusters Score -405035.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -405040.687500 Penalty: 2677.094971
	Iteration 31Q: 3 clusters Score -405040.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -405044.687500 Penalty: 2677.094971
	Iteration 32Q: 3 clusters Score -405044.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -405047.343750 Penalty: 2677.094971
	Iteration 33Q: 3 clusters Score -405047.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -405048.718750 Penalty: 2677.094971
	Iteration 34Q: 3 clusters Score -405048.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -405049.812500 Penalty: 2677.094971
	Iteration 35Q: 3 clusters Score -405049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -405050.218750 Penalty: 2677.094971
	Iteration 36Q: 3 clusters Score -405050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -405050.750000 Penalty: 2677.094971
	Iteration 37Q: 3 clusters Score -405050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -405050.750000 Penalty: 2677.094971
	Iteration 38F: 3 clusters Score -405050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Entering Unmasked Estep 
Score: -641642.937500 Penalty: 1389.916504
	Iteration 0F: 2 clusters Score -641642.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -637534.500000 Penalty: 2779.833008
	Iteration 0F: 3 clusters Score -637534.5 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -638662.625000 Penalty: 2779.833008
	Iteration 1F: 3 clusters Score -638662.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -638842.187500 Penalty: 2779.833008
	Iteration 2F: 3 clusters Score -638842.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -638937.562500 Penalty: 2779.833008
	Iteration 3F: 3 clusters Score -638937.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -638992.187500 Penalty: 2779.833008
	Iteration 4Q: 3 clusters Score -638992.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -639032.250000 Penalty: 2779.833008
	Iteration 5Q: 3 clusters Score -639032.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -639061.687500 Penalty: 2779.833008
	Iteration 6Q: 3 clusters Score -639061.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -639092.000000 Penalty: 2779.833008
	Iteration 7Q: 3 clusters Score -639092 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -639112.812500 Penalty: 2779.833008
	Iteration 8Q: 3 clusters Score -639112.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -639128.687500 Penalty: 2779.833008
	Iteration 9Q: 3 clusters Score -639128.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -639146.625000 Penalty: 2779.833008
	Iteration 10Q: 3 clusters Score -639146.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -639164.937500 Penalty: 2779.833008
	Iteration 11Q: 3 clusters Score -639164.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -639183.187500 Penalty: 2779.833008
	Iteration 12Q: 3 clusters Score -639183.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -639202.562500 Penalty: 2779.833008
	Iteration 13Q: 3 clusters Score -639202.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -639214.812500 Penalty: 2779.833008
	Iteration 14Q: 3 clusters Score -639214.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -639236.625000 Penalty: 2779.833008
	Iteration 15Q: 3 clusters Score -639236.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -639255.187500 Penalty: 2779.833008
	Iteration 16Q: 3 clusters Score -639255.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -639280.750000 Penalty: 2779.833008
	Iteration 17Q: 3 clusters Score -639280.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -639313.062500 Penalty: 2779.833008
	Iteration 18Q: 3 clusters Score -639313.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -639346.312500 Penalty: 2779.833008
	Iteration 19Q: 3 clusters Score -639346.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -639383.437500 Penalty: 2779.833008
	Iteration 20F: 3 clusters Score -639383.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -639415.500000 Penalty: 2779.833008
	Iteration 21Q: 3 clusters Score -639415.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -639450.000000 Penalty: 2779.833008
	Iteration 22Q: 3 clusters Score -639450 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -639475.750000 Penalty: 2779.833008
	Iteration 23Q: 3 clusters Score -639475.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -639503.250000 Penalty: 2779.833008
	Iteration 24Q: 3 clusters Score -639503.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -639526.750000 Penalty: 2779.833008
	Iteration 25Q: 3 clusters Score -639526.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -639554.875000 Penalty: 2779.833008
	Iteration 26Q: 3 clusters Score -639554.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -639584.812500 Penalty: 2779.833008
	Iteration 27Q: 3 clusters Score -639584.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -639615.062500 Penalty: 2779.833008
	Iteration 28Q: 3 clusters Score -639615.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -639643.875000 Penalty: 2779.833008
	Iteration 29Q: 3 clusters Score -639643.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -639670.312500 Penalty: 2779.833008
	Iteration 30Q: 3 clusters Score -639670.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -639689.312500 Penalty: 2779.833008
	Iteration 31Q: 3 clusters Score -639689.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -639710.500000 Penalty: 2779.833008
	Iteration 32Q: 3 clusters Score -639710.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -639735.312500 Penalty: 2779.833008
	Iteration 33Q: 3 clusters Score -639735.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -639767.125000 Penalty: 2779.833008
	Iteration 34Q: 3 clusters Score -639767.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -639805.000000 Penalty: 2779.833008
	Iteration 35Q: 3 clusters Score -639805 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -639849.562500 Penalty: 2779.833008
	Iteration 36Q: 3 clusters Score -639849.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -639888.750000 Penalty: 2779.833008
	Iteration 37Q: 3 clusters Score -639888.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -639939.062500 Penalty: 2779.833008
	Iteration 38Q: 3 clusters Score -639939.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -639995.875000 Penalty: 2779.833008
	Iteration 39Q: 3 clusters Score -639995.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -640040.937500 Penalty: 2779.833008
	Iteration 40F: 3 clusters Score -640040.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -640077.875000 Penalty: 2779.833008
	Iteration 41Q: 3 clusters Score -640077.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -640112.250000 Penalty: 2779.833008
	Iteration 42Q: 3 clusters Score -640112.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -640147.062500 Penalty: 2779.833008
	Iteration 43Q: 3 clusters Score -640147.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -640187.187500 Penalty: 2779.833008
	Iteration 44Q: 3 clusters Score -640187.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -640219.562500 Penalty: 2779.833008
	Iteration 45Q: 3 clusters Score -640219.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -640245.000000 Penalty: 2779.833008
	Iteration 46Q: 3 clusters Score -640245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -640271.250000 Penalty: 2779.833008
	Iteration 47Q: 3 clusters Score -640271.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -640302.875000 Penalty: 2779.833008
	Iteration 48Q: 3 clusters Score -640302.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -640327.312500 Penalty: 2779.833008
	Iteration 49Q: 3 clusters Score -640327.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -640346.312500 Penalty: 2779.833008
	Iteration 50Q: 3 clusters Score -640346.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -640360.250000 Penalty: 2779.833008
	Iteration 51Q: 3 clusters Score -640360.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -640371.812500 Penalty: 2779.833008
	Iteration 52Q: 3 clusters Score -640371.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -640385.312500 Penalty: 2779.833008
	Iteration 53Q: 3 clusters Score -640385.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -640398.062500 Penalty: 2779.833008
	Iteration 54Q: 3 clusters Score -640398.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -640406.875000 Penalty: 2779.833008
	Iteration 55Q: 3 clusters Score -640406.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -640414.375000 Penalty: 2779.833008
	Iteration 56Q: 3 clusters Score -640414.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -640418.062500 Penalty: 2779.833008
	Iteration 57Q: 3 clusters Score -640418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -640422.125000 Penalty: 2779.833008
	Iteration 58Q: 3 clusters Score -640422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -640424.375000 Penalty: 2779.833008
	Iteration 59Q: 3 clusters Score -640424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -640426.250000 Penalty: 2779.833008
	Iteration 60F: 3 clusters Score -640426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -640428.125000 Penalty: 2779.833008
	Iteration 61Q: 3 clusters Score -640428.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -640430.687500 Penalty: 2779.833008
	Iteration 62Q: 3 clusters Score -640430.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -640433.812500 Penalty: 2779.833008
	Iteration 63Q: 3 clusters Score -640433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -640435.625000 Penalty: 2779.833008
	Iteration 64Q: 3 clusters Score -640435.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -640436.312500 Penalty: 2779.833008
	Iteration 65Q: 3 clusters Score -640436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -640436.937500 Penalty: 2779.833008
	Iteration 66Q: 3 clusters Score -640436.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -640437.437500 Penalty: 2779.833008
	Iteration 67Q: 3 clusters Score -640437.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -640437.437500 Penalty: 2779.833008
	Iteration 68F: 3 clusters Score -640437.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Entering Unmasked Estep 
Score: -3962989.000000 Penalty: 1681.025146
	Iteration 0F: 2 clusters Score -3962989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3942121.000000 Penalty: 3362.050293
	Iteration 0F: 3 clusters Score -3942121 nChanged 14285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3950180.500000 Penalty: 3362.050293
	Iteration 1F: 3 clusters Score -3950180 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3950807.250000 Penalty: 3362.050293
	Iteration 2Q: 3 clusters Score -3950807 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3951706.000000 Penalty: 3362.050293
	Iteration 3F: 3 clusters Score -3951706 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3953094.000000 Penalty: 3362.050293
	Iteration 4F: 3 clusters Score -3953094 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -3955071.750000 Penalty: 3362.050293
	Iteration 5F: 3 clusters Score -3955072 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -3957283.500000 Penalty: 3362.050293
	Iteration 6F: 3 clusters Score -3957284 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3959165.000000 Penalty: 3362.050293
	Iteration 7F: 3 clusters Score -3959165 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3960377.000000 Penalty: 3362.050293
	Iteration 8Q: 3 clusters Score -3960377 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3961001.750000 Penalty: 3362.050293
	Iteration 9Q: 3 clusters Score -3961002 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3961296.000000 Penalty: 3362.050293
	Iteration 10Q: 3 clusters Score -3961296 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3961449.500000 Penalty: 3362.050293
	Iteration 11Q: 3 clusters Score -3961450 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3961565.000000 Penalty: 3362.050293
	Iteration 12Q: 3 clusters Score -3961565 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3961634.250000 Penalty: 3362.050293
	Iteration 13Q: 3 clusters Score -3961634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3961680.000000 Penalty: 3362.050293
	Iteration 14Q: 3 clusters Score -3961680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3961706.000000 Penalty: 3362.050293
	Iteration 15Q: 3 clusters Score -3961706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3961719.500000 Penalty: 3362.050293
	Iteration 16Q: 3 clusters Score -3961720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3961729.250000 Penalty: 3362.050293
	Iteration 17Q: 3 clusters Score -3961729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3961742.250000 Penalty: 3362.050293
	Iteration 18Q: 3 clusters Score -3961742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3961747.500000 Penalty: 3362.050293
	Iteration 19Q: 3 clusters Score -3961748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3961748.250000 Penalty: 3362.050293
	Iteration 20F: 3 clusters Score -3961748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3961754.000000 Penalty: 3362.050293
	Iteration 21Q: 3 clusters Score -3961754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3961754.500000 Penalty: 3362.050293
	Iteration 22Q: 3 clusters Score -3961754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3961758.000000 Penalty: 3362.050293
	Iteration 23Q: 3 clusters Score -3961758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3961757.250000 Penalty: 3362.050293
	Iteration 24Q: 3 clusters Score -3961757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3961757.250000 Penalty: 3362.050293
	Iteration 25Q: 3 clusters Score -3961757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3961757.500000 Penalty: 3362.050293
	Iteration 26Q: 3 clusters Score -3961758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3961758.000000 Penalty: 3362.050293
	Iteration 27Q: 3 clusters Score -3961758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3961758.000000 Penalty: 3362.050293
	Iteration 28F: 3 clusters Score -3961758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Entering Unmasked Estep 
Score: -2109783.500000 Penalty: 1578.066040
	Iteration 0F: 2 clusters Score -2109784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2098415.500000 Penalty: 3156.132080
	Iteration 0F: 3 clusters Score -2098416 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2102425.500000 Penalty: 3156.132080
	Iteration 1F: 3 clusters Score -2102426 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2102725.000000 Penalty: 3156.132080
	Iteration 2Q: 3 clusters Score -2102725 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2102985.000000 Penalty: 3156.132080
	Iteration 3Q: 3 clusters Score -2102985 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2103208.750000 Penalty: 3156.132080
	Iteration 4Q: 3 clusters Score -2103209 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2103428.000000 Penalty: 3156.132080
	Iteration 5Q: 3 clusters Score -2103428 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2103653.250000 Penalty: 3156.132080
	Iteration 6Q: 3 clusters Score -2103653 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2103900.000000 Penalty: 3156.132080
	Iteration 7Q: 3 clusters Score -2103900 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2104191.500000 Penalty: 3156.132080
	Iteration 8Q: 3 clusters Score -2104192 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2104497.750000 Penalty: 3156.132080
	Iteration 9Q: 3 clusters Score -2104498 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2104844.250000 Penalty: 3156.132080
	Iteration 10Q: 3 clusters Score -2104844 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2105174.250000 Penalty: 3156.132080
	Iteration 11Q: 3 clusters Score -2105174 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2105444.250000 Penalty: 3156.132080
	Iteration 12Q: 3 clusters Score -2105444 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2105646.500000 Penalty: 3156.132080
	Iteration 13Q: 3 clusters Score -2105646 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2105763.500000 Penalty: 3156.132080
	Iteration 14Q: 3 clusters Score -2105764 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2105837.750000 Penalty: 3156.132080
	Iteration 15Q: 3 clusters Score -2105838 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2105882.500000 Penalty: 3156.132080
	Iteration 16Q: 3 clusters Score -2105882 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2105920.750000 Penalty: 3156.132080
	Iteration 17Q: 3 clusters Score -2105921 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2105956.000000 Penalty: 3156.132080
	Iteration 18Q: 3 clusters Score -2105956 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2105987.250000 Penalty: 3156.132080
	Iteration 19Q: 3 clusters Score -2105987 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2106012.000000 Penalty: 3156.132080
	Iteration 20F: 3 clusters Score -2106012 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2106024.000000 Penalty: 3156.132080
	Iteration 21Q: 3 clusters Score -2106024 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2106045.750000 Penalty: 3156.132080
	Iteration 22Q: 3 clusters Score -2106046 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2106065.500000 Penalty: 3156.132080
	Iteration 23Q: 3 clusters Score -2106066 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2106080.000000 Penalty: 3156.132080
	Iteration 24Q: 3 clusters Score -2106080 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2106099.250000 Penalty: 3156.132080
	Iteration 25Q: 3 clusters Score -2106099 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2106123.250000 Penalty: 3156.132080
	Iteration 26Q: 3 clusters Score -2106123 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2106143.500000 Penalty: 3156.132080
	Iteration 27Q: 3 clusters Score -2106144 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2106173.500000 Penalty: 3156.132080
	Iteration 28Q: 3 clusters Score -2106174 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2106203.750000 Penalty: 3156.132080
	Iteration 29Q: 3 clusters Score -2106204 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2106231.000000 Penalty: 3156.132080
	Iteration 30Q: 3 clusters Score -2106231 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2106269.750000 Penalty: 3156.132080
	Iteration 31Q: 3 clusters Score -2106270 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2106309.250000 Penalty: 3156.132080
	Iteration 32Q: 3 clusters Score -2106309 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2106335.750000 Penalty: 3156.132080
	Iteration 33Q: 3 clusters Score -2106336 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2106383.000000 Penalty: 3156.132080
	Iteration 34Q: 3 clusters Score -2106383 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2106432.250000 Penalty: 3156.132080
	Iteration 35Q: 3 clusters Score -2106432 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2106479.500000 Penalty: 3156.132080
	Iteration 36Q: 3 clusters Score -2106480 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2106533.500000 Penalty: 3156.132080
	Iteration 37Q: 3 clusters Score -2106534 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2106580.750000 Penalty: 3156.132080
	Iteration 38Q: 3 clusters Score -2106581 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2106631.000000 Penalty: 3156.132080
	Iteration 39Q: 3 clusters Score -2106631 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2106680.250000 Penalty: 3156.132080
	Iteration 40F: 3 clusters Score -2106680 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2106725.750000 Penalty: 3156.132080
	Iteration 41Q: 3 clusters Score -2106726 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2106782.500000 Penalty: 3156.132080
	Iteration 42Q: 3 clusters Score -2106782 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2106848.500000 Penalty: 3156.132080
	Iteration 43Q: 3 clusters Score -2106848 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2106914.250000 Penalty: 3156.132080
	Iteration 44Q: 3 clusters Score -2106914 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2106969.750000 Penalty: 3156.132080
	Iteration 45Q: 3 clusters Score -2106970 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2107034.500000 Penalty: 3156.132080
	Iteration 46Q: 3 clusters Score -2107034 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2107101.250000 Penalty: 3156.132080
	Iteration 47Q: 3 clusters Score -2107101 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2107184.500000 Penalty: 3156.132080
	Iteration 48Q: 3 clusters Score -2107184 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2107270.250000 Penalty: 3156.132080
	Iteration 49Q: 3 clusters Score -2107270 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2107360.500000 Penalty: 3156.132080
	Iteration 50Q: 3 clusters Score -2107360 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2107441.500000 Penalty: 3156.132080
	Iteration 51Q: 3 clusters Score -2107442 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2107517.000000 Penalty: 3156.132080
	Iteration 52Q: 3 clusters Score -2107517 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2107596.750000 Penalty: 3156.132080
	Iteration 53Q: 3 clusters Score -2107597 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2107687.750000 Penalty: 3156.132080
	Iteration 54Q: 3 clusters Score -2107688 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2107767.250000 Penalty: 3156.132080
	Iteration 55Q: 3 clusters Score -2107767 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2107835.000000 Penalty: 3156.132080
	Iteration 56Q: 3 clusters Score -2107835 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2107892.250000 Penalty: 3156.132080
	Iteration 57Q: 3 clusters Score -2107892 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2107950.250000 Penalty: 3156.132080
	Iteration 58Q: 3 clusters Score -2107950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2108010.500000 Penalty: 3156.132080
	Iteration 59Q: 3 clusters Score -2108010 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2108062.750000 Penalty: 3156.132080
	Iteration 60F: 3 clusters Score -2108063 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2108120.000000 Penalty: 3156.132080
	Iteration 61Q: 3 clusters Score -2108120 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2108183.000000 Penalty: 3156.132080
	Iteration 62Q: 3 clusters Score -2108183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2108226.750000 Penalty: 3156.132080
	Iteration 63Q: 3 clusters Score -2108227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2108262.000000 Penalty: 3156.132080
	Iteration 64Q: 3 clusters Score -2108262 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2108301.750000 Penalty: 3156.132080
	Iteration 65Q: 3 clusters Score -2108302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2108325.000000 Penalty: 3156.132080
	Iteration 66Q: 3 clusters Score -2108325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2108338.500000 Penalty: 3156.132080
	Iteration 67Q: 3 clusters Score -2108338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2108351.000000 Penalty: 3156.132080
	Iteration 68Q: 3 clusters Score -2108351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2108359.750000 Penalty: 3156.132080
	Iteration 69Q: 3 clusters Score -2108360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2108371.750000 Penalty: 3156.132080
	Iteration 70Q: 3 clusters Score -2108372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2108390.250000 Penalty: 3156.132080
	Iteration 71Q: 3 clusters Score -2108390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2108404.250000 Penalty: 3156.132080
	Iteration 72Q: 3 clusters Score -2108404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2108414.250000 Penalty: 3156.132080
	Iteration 73Q: 3 clusters Score -2108414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2108420.500000 Penalty: 3156.132080
	Iteration 74Q: 3 clusters Score -2108420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2108421.000000 Penalty: 3156.132080
	Iteration 75Q: 3 clusters Score -2108421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2108423.500000 Penalty: 3156.132080
	Iteration 76Q: 3 clusters Score -2108424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2108421.750000 Penalty: 3156.132080
	Iteration 77Q: 3 clusters Score -2108422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2108424.250000 Penalty: 3156.132080
	Iteration 78Q: 3 clusters Score -2108424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2108424.250000 Penalty: 3156.132080
	Iteration 79Q: 3 clusters Score -2108424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2108425.250000 Penalty: 3156.132080
	Iteration 80F: 3 clusters Score -2108425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2108427.500000 Penalty: 3156.132080
	Iteration 81Q: 3 clusters Score -2108428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2108428.750000 Penalty: 3156.132080
	Iteration 82Q: 3 clusters Score -2108429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2108430.500000 Penalty: 3156.132080
	Iteration 83Q: 3 clusters Score -2108430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2108428.250000 Penalty: 3156.132080
	Iteration 84Q: 3 clusters Score -2108428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2108431.000000 Penalty: 3156.132080
	Iteration 85Q: 3 clusters Score -2108431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2108433.250000 Penalty: 3156.132080
	Iteration 86Q: 3 clusters Score -2108433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2108432.750000 Penalty: 3156.132080
	Iteration 87Q: 3 clusters Score -2108433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2108434.250000 Penalty: 3156.132080
	Iteration 88Q: 3 clusters Score -2108434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2108434.250000 Penalty: 3156.132080
	Iteration 89F: 3 clusters Score -2108434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Entering Unmasked Estep 
Score: -455738.968750 Penalty: 1332.680664
	Iteration 0F: 2 clusters Score -455739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -452589.187500 Penalty: 2665.361328
	Iteration 0F: 3 clusters Score -452589.2 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -453407.562500 Penalty: 2665.361328
	Iteration 1F: 3 clusters Score -453407.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -453642.250000 Penalty: 2665.361328
	Iteration 2F: 3 clusters Score -453642.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -453833.937500 Penalty: 2665.361328
	Iteration 3F: 3 clusters Score -453833.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -454026.125000 Penalty: 2665.361328
	Iteration 4F: 3 clusters Score -454026.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -454213.156250 Penalty: 2665.361328
	Iteration 5F: 3 clusters Score -454213.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -454427.187500 Penalty: 2665.361328
	Iteration 6F: 3 clusters Score -454427.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -454590.218750 Penalty: 2665.361328
	Iteration 7Q: 3 clusters Score -454590.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -454717.750000 Penalty: 2665.361328
	Iteration 8Q: 3 clusters Score -454717.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -454808.812500 Penalty: 2665.361328
	Iteration 9Q: 3 clusters Score -454808.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -454878.531250 Penalty: 2665.361328
	Iteration 10Q: 3 clusters Score -454878.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -454923.281250 Penalty: 2665.361328
	Iteration 11Q: 3 clusters Score -454923.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -454953.156250 Penalty: 2665.361328
	Iteration 12Q: 3 clusters Score -454953.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -454975.437500 Penalty: 2665.361328
	Iteration 13Q: 3 clusters Score -454975.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -454992.531250 Penalty: 2665.361328
	Iteration 14Q: 3 clusters Score -454992.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -455001.281250 Penalty: 2665.361328
	Iteration 15Q: 3 clusters Score -455001.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -455009.375000 Penalty: 2665.361328
	Iteration 16Q: 3 clusters Score -455009.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -455015.593750 Penalty: 2665.361328
	Iteration 17Q: 3 clusters Score -455015.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -455023.218750 Penalty: 2665.361328
	Iteration 18Q: 3 clusters Score -455023.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -455025.468750 Penalty: 2665.361328
	Iteration 19Q: 3 clusters Score -455025.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -455026.968750 Penalty: 2665.361328
	Iteration 20F: 3 clusters Score -455027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -455028.281250 Penalty: 2665.361328
	Iteration 21Q: 3 clusters Score -455028.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -455029.093750 Penalty: 2665.361328
	Iteration 22Q: 3 clusters Score -455029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -455028.937500 Penalty: 2665.361328
	Iteration 23Q: 3 clusters Score -455028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -455029.312500 Penalty: 2665.361328
	Iteration 24Q: 3 clusters Score -455029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -455029.812500 Penalty: 2665.361328
	Iteration 25Q: 3 clusters Score -455029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -455029.812500 Penalty: 2665.361328
	Iteration 26F: 3 clusters Score -455029.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -28736.486328 Penalty: 906.706116
	Iteration 0F: 2 clusters Score -28736.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27951.812500 Penalty: 1813.412231
	Iteration 0F: 3 clusters Score -27951.81 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28095.925781 Penalty: 1813.412231
	Iteration 1F: 3 clusters Score -28095.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28113.148438 Penalty: 1813.412231
	Iteration 2Q: 3 clusters Score -28113.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28116.066406 Penalty: 1813.412231
	Iteration 3Q: 3 clusters Score -28116.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28118.113281 Penalty: 1813.412231
	Iteration 4Q: 3 clusters Score -28118.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28119.201172 Penalty: 1813.412231
	Iteration 5Q: 3 clusters Score -28119.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28121.837891 Penalty: 1813.412231
	Iteration 6Q: 3 clusters Score -28121.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28122.662109 Penalty: 1813.412231
	Iteration 7Q: 3 clusters Score -28122.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28122.662109 Penalty: 1813.412231
	Iteration 8F: 3 clusters Score -28122.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Entering Unmasked Estep 
Score: -447468.812500 Penalty: 1336.339355
	Iteration 0F: 2 clusters Score -447468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -444314.156250 Penalty: 2672.678711
	Iteration 0F: 3 clusters Score -444314.2 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -445208.625000 Penalty: 2672.678711
	Iteration 1F: 3 clusters Score -445208.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -445493.968750 Penalty: 2672.678711
	Iteration 2F: 3 clusters Score -445494 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -445783.375000 Penalty: 2672.678711
	Iteration 3F: 3 clusters Score -445783.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -446061.250000 Penalty: 2672.678711
	Iteration 4F: 3 clusters Score -446061.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -446286.875000 Penalty: 2672.678711
	Iteration 5F: 3 clusters Score -446286.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -446438.656250 Penalty: 2672.678711
	Iteration 6Q: 3 clusters Score -446438.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -446553.062500 Penalty: 2672.678711
	Iteration 7Q: 3 clusters Score -446553.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -446618.156250 Penalty: 2672.678711
	Iteration 8Q: 3 clusters Score -446618.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -446664.187500 Penalty: 2672.678711
	Iteration 9Q: 3 clusters Score -446664.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -446690.593750 Penalty: 2672.678711
	Iteration 10Q: 3 clusters Score -446690.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -446706.656250 Penalty: 2672.678711
	Iteration 11Q: 3 clusters Score -446706.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -446719.531250 Penalty: 2672.678711
	Iteration 12Q: 3 clusters Score -446719.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -446727.156250 Penalty: 2672.678711
	Iteration 13Q: 3 clusters Score -446727.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -446732.968750 Penalty: 2672.678711
	Iteration 14Q: 3 clusters Score -446733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -446740.281250 Penalty: 2672.678711
	Iteration 15Q: 3 clusters Score -446740.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -446751.375000 Penalty: 2672.678711
	Iteration 16Q: 3 clusters Score -446751.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -446756.687500 Penalty: 2672.678711
	Iteration 17Q: 3 clusters Score -446756.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -446766.125000 Penalty: 2672.678711
	Iteration 18Q: 3 clusters Score -446766.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -446775.375000 Penalty: 2672.678711
	Iteration 19Q: 3 clusters Score -446775.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -446780.000000 Penalty: 2672.678711
	Iteration 20F: 3 clusters Score -446780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -446782.937500 Penalty: 2672.678711
	Iteration 21Q: 3 clusters Score -446782.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -446783.500000 Penalty: 2672.678711
	Iteration 22Q: 3 clusters Score -446783.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -446784.187500 Penalty: 2672.678711
	Iteration 23Q: 3 clusters Score -446784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -446783.281250 Penalty: 2672.678711
	Iteration 24Q: 3 clusters Score -446783.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -446785.406250 Penalty: 2672.678711
	Iteration 25Q: 3 clusters Score -446785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -446785.750000 Penalty: 2672.678711
	Iteration 26Q: 3 clusters Score -446785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -446786.937500 Penalty: 2672.678711
	Iteration 27Q: 3 clusters Score -446786.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -446788.531250 Penalty: 2672.678711
	Iteration 28Q: 3 clusters Score -446788.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -446788.718750 Penalty: 2672.678711
	Iteration 29Q: 3 clusters Score -446788.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -446788.875000 Penalty: 2672.678711
	Iteration 30Q: 3 clusters Score -446788.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -446788.875000 Penalty: 2672.678711
	Iteration 31F: 3 clusters Score -446788.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (59985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Entering Unmasked Estep 
Score: -7047164.500000 Penalty: 1787.800659
	Iteration 0F: 2 clusters Score -7047164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -7007111.000000 Penalty: 3575.601318
	Iteration 0F: 3 clusters Score -7007111 nChanged 28270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -7023618.500000 Penalty: 3575.601318
	Iteration 1F: 3 clusters Score -7023618 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -7024757.500000 Penalty: 3575.601318
	Iteration 2Q: 3 clusters Score -7024758 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -7026114.500000 Penalty: 3575.601318
	Iteration 3F: 3 clusters Score -7026114 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -7027899.500000 Penalty: 3575.601318
	Iteration 4F: 3 clusters Score -7027900 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -7030281.000000 Penalty: 3575.601318
	Iteration 5F: 3 clusters Score -7030281 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -7033026.000000 Penalty: 3575.601318
	Iteration 6F: 3 clusters Score -7033026 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -7035361.000000 Penalty: 3575.601318
	Iteration 7F: 3 clusters Score -7035361 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -7036925.000000 Penalty: 3575.601318
	Iteration 8Q: 3 clusters Score -7036925 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -7037816.000000 Penalty: 3575.601318
	Iteration 9Q: 3 clusters Score -7037816 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -7038248.000000 Penalty: 3575.601318
	Iteration 10Q: 3 clusters Score -7038248 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -7038556.500000 Penalty: 3575.601318
	Iteration 11Q: 3 clusters Score -7038556 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -7038808.500000 Penalty: 3575.601318
	Iteration 12Q: 3 clusters Score -7038808 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -7039070.000000 Penalty: 3575.601318
	Iteration 13Q: 3 clusters Score -7039070 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -7039202.000000 Penalty: 3575.601318
	Iteration 14Q: 3 clusters Score -7039202 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -7039400.500000 Penalty: 3575.601318
	Iteration 15Q: 3 clusters Score -7039400 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -7039577.000000 Penalty: 3575.601318
	Iteration 16Q: 3 clusters Score -7039577 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -7039803.500000 Penalty: 3575.601318
	Iteration 17Q: 3 clusters Score -7039804 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -7040022.000000 Penalty: 3575.601318
	Iteration 18Q: 3 clusters Score -7040022 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -7040227.000000 Penalty: 3575.601318
	Iteration 19Q: 3 clusters Score -7040227 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -7040461.500000 Penalty: 3575.601318
	Iteration 20F: 3 clusters Score -7040462 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -7040690.500000 Penalty: 3575.601318
	Iteration 21Q: 3 clusters Score -7040690 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -7040909.500000 Penalty: 3575.601318
	Iteration 22Q: 3 clusters Score -7040910 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -7041113.000000 Penalty: 3575.601318
	Iteration 23Q: 3 clusters Score -7041113 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -7041383.500000 Penalty: 3575.601318
	Iteration 24Q: 3 clusters Score -7041384 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -7041642.000000 Penalty: 3575.601318
	Iteration 25Q: 3 clusters Score -7041642 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -7041899.000000 Penalty: 3575.601318
	Iteration 26Q: 3 clusters Score -7041899 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -7042145.000000 Penalty: 3575.601318
	Iteration 27Q: 3 clusters Score -7042145 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -7042418.000000 Penalty: 3575.601318
	Iteration 28Q: 3 clusters Score -7042418 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -7042680.000000 Penalty: 3575.601318
	Iteration 29Q: 3 clusters Score -7042680 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -7042986.000000 Penalty: 3575.601318
	Iteration 30Q: 3 clusters Score -7042986 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -7043276.000000 Penalty: 3575.601318
	Iteration 31Q: 3 clusters Score -7043276 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -7043567.500000 Penalty: 3575.601318
	Iteration 32Q: 3 clusters Score -7043568 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -7043880.500000 Penalty: 3575.601318
	Iteration 33Q: 3 clusters Score -7043880 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -7044139.000000 Penalty: 3575.601318
	Iteration 34Q: 3 clusters Score -7044139 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -7044339.500000 Penalty: 3575.601318
	Iteration 35Q: 3 clusters Score -7044340 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -7044518.000000 Penalty: 3575.601318
	Iteration 36Q: 3 clusters Score -7044518 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -7044686.500000 Penalty: 3575.601318
	Iteration 37Q: 3 clusters Score -7044686 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -7044868.000000 Penalty: 3575.601318
	Iteration 38Q: 3 clusters Score -7044868 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -7045023.500000 Penalty: 3575.601318
	Iteration 39Q: 3 clusters Score -7045024 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -7045183.500000 Penalty: 3575.601318
	Iteration 40F: 3 clusters Score -7045184 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -7045295.000000 Penalty: 3575.601318
	Iteration 41Q: 3 clusters Score -7045295 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -7045404.000000 Penalty: 3575.601318
	Iteration 42Q: 3 clusters Score -7045404 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -7045494.000000 Penalty: 3575.601318
	Iteration 43Q: 3 clusters Score -7045494 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -7045567.000000 Penalty: 3575.601318
	Iteration 44Q: 3 clusters Score -7045567 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -7045617.000000 Penalty: 3575.601318
	Iteration 45Q: 3 clusters Score -7045617 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7045671.000000 Penalty: 3575.601318
	Iteration 46Q: 3 clusters Score -7045671 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -7045724.000000 Penalty: 3575.601318
	Iteration 47Q: 3 clusters Score -7045724 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -7045777.500000 Penalty: 3575.601318
	Iteration 48Q: 3 clusters Score -7045778 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7045810.500000 Penalty: 3575.601318
	Iteration 49Q: 3 clusters Score -7045810 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7045824.500000 Penalty: 3575.601318
	Iteration 50Q: 3 clusters Score -7045824 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7045861.000000 Penalty: 3575.601318
	Iteration 51Q: 3 clusters Score -7045861 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57921 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7045885.500000 Penalty: 3575.601318
	Iteration 52Q: 3 clusters Score -7045886 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7045913.000000 Penalty: 3575.601318
	Iteration 53Q: 3 clusters Score -7045913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7045921.000000 Penalty: 3575.601318
	Iteration 54Q: 3 clusters Score -7045921 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7045929.000000 Penalty: 3575.601318
	Iteration 55Q: 3 clusters Score -7045929 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7045939.000000 Penalty: 3575.601318
	Iteration 56Q: 3 clusters Score -7045939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -7045968.000000 Penalty: 3575.601318
	Iteration 57Q: 3 clusters Score -7045968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -7045980.000000 Penalty: 3575.601318
	Iteration 58Q: 3 clusters Score -7045980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7045976.500000 Penalty: 3575.601318
	Iteration 59Q: 3 clusters Score -7045976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58295 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7045996.000000 Penalty: 3575.601318
	Iteration 60F: 3 clusters Score -7045996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -7046003.500000 Penalty: 3575.601318
	Iteration 61Q: 3 clusters Score -7046004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7046016.500000 Penalty: 3575.601318
	Iteration 62Q: 3 clusters Score -7046016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7046022.000000 Penalty: 3575.601318
	Iteration 63Q: 3 clusters Score -7046022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7046041.000000 Penalty: 3575.601318
	Iteration 64Q: 3 clusters Score -7046041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7046030.500000 Penalty: 3575.601318
	Iteration 65Q: 3 clusters Score -7046030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7046049.000000 Penalty: 3575.601318
	Iteration 66Q: 3 clusters Score -7046049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7046055.000000 Penalty: 3575.601318
	Iteration 67Q: 3 clusters Score -7046055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -7046056.000000 Penalty: 3575.601318
	Iteration 68Q: 3 clusters Score -7046056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7046064.000000 Penalty: 3575.601318
	Iteration 69Q: 3 clusters Score -7046064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7046064.000000 Penalty: 3575.601318
	Iteration 70Q: 3 clusters Score -7046064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7046067.000000 Penalty: 3575.601318
	Iteration 71Q: 3 clusters Score -7046067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7046064.500000 Penalty: 3575.601318
	Iteration 72Q: 3 clusters Score -7046064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7046067.000000 Penalty: 3575.601318
	Iteration 73Q: 3 clusters Score -7046067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7046067.500000 Penalty: 3575.601318
	Iteration 74Q: 3 clusters Score -7046068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7046075.000000 Penalty: 3575.601318
	Iteration 75Q: 3 clusters Score -7046075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58511 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7046079.500000 Penalty: 3575.601318
	Iteration 76Q: 3 clusters Score -7046080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7046079.000000 Penalty: 3575.601318
	Iteration 77Q: 3 clusters Score -7046079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7046076.000000 Penalty: 3575.601318
	Iteration 78Q: 3 clusters Score -7046076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7046078.500000 Penalty: 3575.601318
	Iteration 79Q: 3 clusters Score -7046078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7046075.500000 Penalty: 3575.601318
	Iteration 80F: 3 clusters Score -7046076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7046075.000000 Penalty: 3575.601318
	Iteration 81Q: 3 clusters Score -7046075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7046073.500000 Penalty: 3575.601318
	Iteration 82Q: 3 clusters Score -7046074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7046077.000000 Penalty: 3575.601318
	Iteration 83Q: 3 clusters Score -7046077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7046075.500000 Penalty: 3575.601318
	Iteration 84Q: 3 clusters Score -7046076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7046077.000000 Penalty: 3575.601318
	Iteration 85Q: 3 clusters Score -7046077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7046073.500000 Penalty: 3575.601318
	Iteration 86Q: 3 clusters Score -7046074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7046082.500000 Penalty: 3575.601318
	Iteration 87Q: 3 clusters Score -7046082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7046081.000000 Penalty: 3575.601318
	Iteration 88Q: 3 clusters Score -7046081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7046078.000000 Penalty: 3575.601318
	Iteration 89Q: 3 clusters Score -7046078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7046078.000000 Penalty: 3575.601318
	Iteration 90F: 3 clusters Score -7046078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Entering Unmasked Estep 
Score: -4748745.000000 Penalty: 1710.670776
	Iteration 0F: 2 clusters Score -4748745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -4723667.000000 Penalty: 3421.341553
	Iteration 0F: 3 clusters Score -4723667 nChanged 17440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -4733653.500000 Penalty: 3421.341553
	Iteration 1F: 3 clusters Score -4733654 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -4734202.500000 Penalty: 3421.341553
	Iteration 2Q: 3 clusters Score -4734202 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -4735019.000000 Penalty: 3421.341553
	Iteration 3Q: 3 clusters Score -4735019 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -4736188.500000 Penalty: 3421.341553
	Iteration 4F: 3 clusters Score -4736188 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -4737971.500000 Penalty: 3421.341553
	Iteration 5F: 3 clusters Score -4737972 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -4740212.500000 Penalty: 3421.341553
	Iteration 6F: 3 clusters Score -4740212 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -4742663.500000 Penalty: 3421.341553
	Iteration 7F: 3 clusters Score -4742664 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4744714.000000 Penalty: 3421.341553
	Iteration 8F: 3 clusters Score -4744714 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4746061.500000 Penalty: 3421.341553
	Iteration 9Q: 3 clusters Score -4746062 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4746743.000000 Penalty: 3421.341553
	Iteration 10Q: 3 clusters Score -4746743 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4747009.500000 Penalty: 3421.341553
	Iteration 11Q: 3 clusters Score -4747010 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4747129.000000 Penalty: 3421.341553
	Iteration 12Q: 3 clusters Score -4747129 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4747186.500000 Penalty: 3421.341553
	Iteration 13Q: 3 clusters Score -4747186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4747211.000000 Penalty: 3421.341553
	Iteration 14Q: 3 clusters Score -4747211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4747229.000000 Penalty: 3421.341553
	Iteration 15Q: 3 clusters Score -4747229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4747244.000000 Penalty: 3421.341553
	Iteration 16Q: 3 clusters Score -4747244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4747257.000000 Penalty: 3421.341553
	Iteration 17Q: 3 clusters Score -4747257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4747262.500000 Penalty: 3421.341553
	Iteration 18Q: 3 clusters Score -4747262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4747261.000000 Penalty: 3421.341553
	Iteration 19Q: 3 clusters Score -4747261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4747266.000000 Penalty: 3421.341553
	Iteration 20F: 3 clusters Score -4747266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4747262.500000 Penalty: 3421.341553
	Iteration 21Q: 3 clusters Score -4747262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4747262.500000 Penalty: 3421.341553
	Iteration 22F: 3 clusters Score -4747262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Entering Unmasked Estep 
Score: -1380410.875000 Penalty: 1510.833130
	Iteration 0F: 2 clusters Score -1380411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1372680.625000 Penalty: 3021.666260
	Iteration 0F: 3 clusters Score -1372681 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1375300.625000 Penalty: 3021.666260
	Iteration 1F: 3 clusters Score -1375301 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1375596.875000 Penalty: 3021.666260
	Iteration 2F: 3 clusters Score -1375597 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1375832.250000 Penalty: 3021.666260
	Iteration 3F: 3 clusters Score -1375832 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1376054.250000 Penalty: 3021.666260
	Iteration 4Q: 3 clusters Score -1376054 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1376266.250000 Penalty: 3021.666260
	Iteration 5Q: 3 clusters Score -1376266 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1376464.750000 Penalty: 3021.666260
	Iteration 6Q: 3 clusters Score -1376465 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1376650.000000 Penalty: 3021.666260
	Iteration 7Q: 3 clusters Score -1376650 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1376829.000000 Penalty: 3021.666260
	Iteration 8Q: 3 clusters Score -1376829 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1377016.625000 Penalty: 3021.666260
	Iteration 9Q: 3 clusters Score -1377017 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1377254.250000 Penalty: 3021.666260
	Iteration 10Q: 3 clusters Score -1377254 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1377500.875000 Penalty: 3021.666260
	Iteration 11Q: 3 clusters Score -1377501 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1377746.250000 Penalty: 3021.666260
	Iteration 12Q: 3 clusters Score -1377746 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1377971.000000 Penalty: 3021.666260
	Iteration 13Q: 3 clusters Score -1377971 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1378170.125000 Penalty: 3021.666260
	Iteration 14Q: 3 clusters Score -1378170 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1378316.250000 Penalty: 3021.666260
	Iteration 15Q: 3 clusters Score -1378316 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1378410.125000 Penalty: 3021.666260
	Iteration 16Q: 3 clusters Score -1378410 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1378470.250000 Penalty: 3021.666260
	Iteration 17Q: 3 clusters Score -1378470 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1378495.875000 Penalty: 3021.666260
	Iteration 18Q: 3 clusters Score -1378496 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1378517.125000 Penalty: 3021.666260
	Iteration 19Q: 3 clusters Score -1378517 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1378532.625000 Penalty: 3021.666260
	Iteration 20F: 3 clusters Score -1378533 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1378543.000000 Penalty: 3021.666260
	Iteration 21Q: 3 clusters Score -1378543 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1378561.750000 Penalty: 3021.666260
	Iteration 22Q: 3 clusters Score -1378562 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1378579.625000 Penalty: 3021.666260
	Iteration 23Q: 3 clusters Score -1378580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1378595.125000 Penalty: 3021.666260
	Iteration 24Q: 3 clusters Score -1378595 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1378613.125000 Penalty: 3021.666260
	Iteration 25Q: 3 clusters Score -1378613 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1378631.250000 Penalty: 3021.666260
	Iteration 26Q: 3 clusters Score -1378631 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1378654.500000 Penalty: 3021.666260
	Iteration 27Q: 3 clusters Score -1378654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1378678.000000 Penalty: 3021.666260
	Iteration 28Q: 3 clusters Score -1378678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1378696.750000 Penalty: 3021.666260
	Iteration 29Q: 3 clusters Score -1378697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1378713.750000 Penalty: 3021.666260
	Iteration 30Q: 3 clusters Score -1378714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1378740.750000 Penalty: 3021.666260
	Iteration 31Q: 3 clusters Score -1378741 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1378768.750000 Penalty: 3021.666260
	Iteration 32Q: 3 clusters Score -1378769 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1378804.375000 Penalty: 3021.666260
	Iteration 33Q: 3 clusters Score -1378804 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1378830.875000 Penalty: 3021.666260
	Iteration 34Q: 3 clusters Score -1378831 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1378871.000000 Penalty: 3021.666260
	Iteration 35Q: 3 clusters Score -1378871 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1378908.625000 Penalty: 3021.666260
	Iteration 36Q: 3 clusters Score -1378909 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1378947.375000 Penalty: 3021.666260
	Iteration 37Q: 3 clusters Score -1378947 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1378980.375000 Penalty: 3021.666260
	Iteration 38Q: 3 clusters Score -1378980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1379007.375000 Penalty: 3021.666260
	Iteration 39Q: 3 clusters Score -1379007 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1379038.625000 Penalty: 3021.666260
	Iteration 40F: 3 clusters Score -1379039 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1379081.375000 Penalty: 3021.666260
	Iteration 41Q: 3 clusters Score -1379081 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1379113.750000 Penalty: 3021.666260
	Iteration 42Q: 3 clusters Score -1379114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1379139.875000 Penalty: 3021.666260
	Iteration 43Q: 3 clusters Score -1379140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1379170.375000 Penalty: 3021.666260
	Iteration 44Q: 3 clusters Score -1379170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1379189.125000 Penalty: 3021.666260
	Iteration 45Q: 3 clusters Score -1379189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1379199.500000 Penalty: 3021.666260
	Iteration 46Q: 3 clusters Score -1379200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1379213.375000 Penalty: 3021.666260
	Iteration 47Q: 3 clusters Score -1379213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1379223.375000 Penalty: 3021.666260
	Iteration 48Q: 3 clusters Score -1379223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1379235.000000 Penalty: 3021.666260
	Iteration 49Q: 3 clusters Score -1379235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1379246.250000 Penalty: 3021.666260
	Iteration 50Q: 3 clusters Score -1379246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1379260.125000 Penalty: 3021.666260
	Iteration 51Q: 3 clusters Score -1379260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1379279.875000 Penalty: 3021.666260
	Iteration 52Q: 3 clusters Score -1379280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1379292.250000 Penalty: 3021.666260
	Iteration 53Q: 3 clusters Score -1379292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1379303.125000 Penalty: 3021.666260
	Iteration 54Q: 3 clusters Score -1379303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1379309.625000 Penalty: 3021.666260
	Iteration 55Q: 3 clusters Score -1379310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1379308.750000 Penalty: 3021.666260
	Iteration 56Q: 3 clusters Score -1379309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1379315.500000 Penalty: 3021.666260
	Iteration 57Q: 3 clusters Score -1379316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1379316.000000 Penalty: 3021.666260
	Iteration 58Q: 3 clusters Score -1379316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1379320.000000 Penalty: 3021.666260
	Iteration 59Q: 3 clusters Score -1379320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1379324.125000 Penalty: 3021.666260
	Iteration 60F: 3 clusters Score -1379324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1379329.750000 Penalty: 3021.666260
	Iteration 61Q: 3 clusters Score -1379330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1379331.750000 Penalty: 3021.666260
	Iteration 62Q: 3 clusters Score -1379332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1379333.625000 Penalty: 3021.666260
	Iteration 63Q: 3 clusters Score -1379334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1379334.125000 Penalty: 3021.666260
	Iteration 64Q: 3 clusters Score -1379334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1379334.125000 Penalty: 3021.666260
	Iteration 65F: 3 clusters Score -1379334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -51131.183594 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -51131.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50110.921875 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -50110.92 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50350.644531 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -50350.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50426.804688 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -50426.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50456.984375 Penalty: 2019.096924
	Iteration 3Q: 3 clusters Score -50456.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50480.000000 Penalty: 2019.096924
	Iteration 4Q: 3 clusters Score -50480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50496.503906 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -50496.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50510.531250 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -50510.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50528.312500 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -50528.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50540.335938 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -50540.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50552.078125 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -50552.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50573.445312 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -50573.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50577.031250 Penalty: 2019.096924
	Iteration 11Q: 3 clusters Score -50577.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50577.550781 Penalty: 2019.096924
	Iteration 12Q: 3 clusters Score -50577.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50578.371094 Penalty: 2019.096924
	Iteration 13Q: 3 clusters Score -50578.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50585.574219 Penalty: 2019.096924
	Iteration 14Q: 3 clusters Score -50585.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50585.574219 Penalty: 2019.096924
	Iteration 15F: 3 clusters Score -50585.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Entering Unmasked Estep 
Score: -2921905.250000 Penalty: 1634.683838
	Iteration 0F: 2 clusters Score -2921905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2906083.250000 Penalty: 3269.367676
	Iteration 0F: 3 clusters Score -2906083 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2912136.250000 Penalty: 3269.367676
	Iteration 1F: 3 clusters Score -2912136 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2912666.250000 Penalty: 3269.367676
	Iteration 2F: 3 clusters Score -2912666 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2913245.500000 Penalty: 3269.367676
	Iteration 3F: 3 clusters Score -2913246 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2913825.750000 Penalty: 3269.367676
	Iteration 4F: 3 clusters Score -2913826 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2914411.250000 Penalty: 3269.367676
	Iteration 5Q: 3 clusters Score -2914411 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2915082.000000 Penalty: 3269.367676
	Iteration 6Q: 3 clusters Score -2915082 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2915852.500000 Penalty: 3269.367676
	Iteration 7F: 3 clusters Score -2915852 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2916565.500000 Penalty: 3269.367676
	Iteration 8Q: 3 clusters Score -2916566 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2917307.500000 Penalty: 3269.367676
	Iteration 9Q: 3 clusters Score -2917308 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2918012.250000 Penalty: 3269.367676
	Iteration 10Q: 3 clusters Score -2918012 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2918604.000000 Penalty: 3269.367676
	Iteration 11Q: 3 clusters Score -2918604 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2919036.250000 Penalty: 3269.367676
	Iteration 12Q: 3 clusters Score -2919036 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2919395.750000 Penalty: 3269.367676
	Iteration 13Q: 3 clusters Score -2919396 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2919713.000000 Penalty: 3269.367676
	Iteration 14Q: 3 clusters Score -2919713 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2919981.750000 Penalty: 3269.367676
	Iteration 15Q: 3 clusters Score -2919982 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2920175.500000 Penalty: 3269.367676
	Iteration 16Q: 3 clusters Score -2920176 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2920321.000000 Penalty: 3269.367676
	Iteration 17Q: 3 clusters Score -2920321 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2920401.250000 Penalty: 3269.367676
	Iteration 18Q: 3 clusters Score -2920401 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2920452.250000 Penalty: 3269.367676
	Iteration 19Q: 3 clusters Score -2920452 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2920513.500000 Penalty: 3269.367676
	Iteration 20F: 3 clusters Score -2920514 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2920550.250000 Penalty: 3269.367676
	Iteration 21Q: 3 clusters Score -2920550 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2920574.250000 Penalty: 3269.367676
	Iteration 22Q: 3 clusters Score -2920574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2920589.250000 Penalty: 3269.367676
	Iteration 23Q: 3 clusters Score -2920589 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2920593.750000 Penalty: 3269.367676
	Iteration 24Q: 3 clusters Score -2920594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2920599.250000 Penalty: 3269.367676
	Iteration 25Q: 3 clusters Score -2920599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2920597.750000 Penalty: 3269.367676
	Iteration 26Q: 3 clusters Score -2920598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2920597.750000 Penalty: 3269.367676
	Iteration 27Q: 3 clusters Score -2920598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2920605.750000 Penalty: 3269.367676
	Iteration 28Q: 3 clusters Score -2920606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2920607.500000 Penalty: 3269.367676
	Iteration 29Q: 3 clusters Score -2920608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2920610.750000 Penalty: 3269.367676
	Iteration 30Q: 3 clusters Score -2920611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2920609.000000 Penalty: 3269.367676
	Iteration 31Q: 3 clusters Score -2920609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2920614.500000 Penalty: 3269.367676
	Iteration 32Q: 3 clusters Score -2920614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2920611.000000 Penalty: 3269.367676
	Iteration 33Q: 3 clusters Score -2920611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2920611.500000 Penalty: 3269.367676
	Iteration 34Q: 3 clusters Score -2920612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2920614.750000 Penalty: 3269.367676
	Iteration 35Q: 3 clusters Score -2920615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2920621.750000 Penalty: 3269.367676
	Iteration 36Q: 3 clusters Score -2920622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2920620.750000 Penalty: 3269.367676
	Iteration 37Q: 3 clusters Score -2920621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2920619.500000 Penalty: 3269.367676
	Iteration 38Q: 3 clusters Score -2920620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2920620.750000 Penalty: 3269.367676
	Iteration 39Q: 3 clusters Score -2920621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2920622.250000 Penalty: 3269.367676
	Iteration 40F: 3 clusters Score -2920622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -444590.250000 Penalty: 1343.793823
	Iteration 0F: 2 clusters Score -444590.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -441298.531250 Penalty: 2687.587646
	Iteration 0F: 3 clusters Score -441298.5 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -442184.468750 Penalty: 2687.587646
	Iteration 1F: 3 clusters Score -442184.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -442395.187500 Penalty: 2687.587646
	Iteration 2F: 3 clusters Score -442395.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -442571.125000 Penalty: 2687.587646
	Iteration 3F: 3 clusters Score -442571.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -442761.875000 Penalty: 2687.587646
	Iteration 4F: 3 clusters Score -442761.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -442939.937500 Penalty: 2687.587646
	Iteration 5F: 3 clusters Score -442939.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -443100.656250 Penalty: 2687.587646
	Iteration 6Q: 3 clusters Score -443100.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -443259.187500 Penalty: 2687.587646
	Iteration 7Q: 3 clusters Score -443259.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -443399.781250 Penalty: 2687.587646
	Iteration 8Q: 3 clusters Score -443399.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -443503.875000 Penalty: 2687.587646
	Iteration 9Q: 3 clusters Score -443503.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -443588.468750 Penalty: 2687.587646
	Iteration 10Q: 3 clusters Score -443588.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -443653.343750 Penalty: 2687.587646
	Iteration 11Q: 3 clusters Score -443653.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -443702.093750 Penalty: 2687.587646
	Iteration 12Q: 3 clusters Score -443702.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -443739.500000 Penalty: 2687.587646
	Iteration 13Q: 3 clusters Score -443739.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -443776.718750 Penalty: 2687.587646
	Iteration 14Q: 3 clusters Score -443776.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -443817.156250 Penalty: 2687.587646
	Iteration 15Q: 3 clusters Score -443817.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -443851.312500 Penalty: 2687.587646
	Iteration 16Q: 3 clusters Score -443851.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -443874.718750 Penalty: 2687.587646
	Iteration 17Q: 3 clusters Score -443874.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -443892.000000 Penalty: 2687.587646
	Iteration 18Q: 3 clusters Score -443892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -443908.625000 Penalty: 2687.587646
	Iteration 19Q: 3 clusters Score -443908.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -443922.500000 Penalty: 2687.587646
	Iteration 20F: 3 clusters Score -443922.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -443937.062500 Penalty: 2687.587646
	Iteration 21Q: 3 clusters Score -443937.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -443944.406250 Penalty: 2687.587646
	Iteration 22Q: 3 clusters Score -443944.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -443950.375000 Penalty: 2687.587646
	Iteration 23Q: 3 clusters Score -443950.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -443955.937500 Penalty: 2687.587646
	Iteration 24Q: 3 clusters Score -443955.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -443963.437500 Penalty: 2687.587646
	Iteration 25Q: 3 clusters Score -443963.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -443969.125000 Penalty: 2687.587646
	Iteration 26Q: 3 clusters Score -443969.1 nChanged 17
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: -443974.156250 Penalty: 2687.587646
	Iteration 27Q: 3 clusters Score -443974.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -443978.281250 Penalty: 2687.587646
	Iteration 28Q: 3 clusters Score -443978.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -443981.968750 Penalty: 2687.587646
	Iteration 29Q: 3 clusters Score -443982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -443983.843750 Penalty: 2687.587646
	Iteration 30Q: 3 clusters Score -443983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -443984.437500 Penalty: 2687.587646
	Iteration 31Q: 3 clusters Score -443984.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -443986.406250 Penalty: 2687.587646
	Iteration 32Q: 3 clusters Score -443986.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -443987.281250 Penalty: 2687.587646
	Iteration 33Q: 3 clusters Score -443987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -443987.281250 Penalty: 2687.587646
	Iteration 34F: 3 clusters Score -443987.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (30557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Entering Unmasked Estep 
Score: -3930087.500000 Penalty: 1678.194214
	Iteration 0F: 2 clusters Score -3930088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3909429.250000 Penalty: 3356.388428
	Iteration 0F: 3 clusters Score -3909429 nChanged 14143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3917456.000000 Penalty: 3356.388428
	Iteration 1F: 3 clusters Score -3917456 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3917952.250000 Penalty: 3356.388428
	Iteration 2Q: 3 clusters Score -3917952 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3918431.750000 Penalty: 3356.388428
	Iteration 3Q: 3 clusters Score -3918432 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3918982.500000 Penalty: 3356.388428
	Iteration 4Q: 3 clusters Score -3918982 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3919682.750000 Penalty: 3356.388428
	Iteration 5Q: 3 clusters Score -3919683 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3920592.000000 Penalty: 3356.388428
	Iteration 6F: 3 clusters Score -3920592 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3921834.750000 Penalty: 3356.388428
	Iteration 7F: 3 clusters Score -3921835 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3923177.750000 Penalty: 3356.388428
	Iteration 8F: 3 clusters Score -3923178 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3924212.000000 Penalty: 3356.388428
	Iteration 9F: 3 clusters Score -3924212 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3924698.250000 Penalty: 3356.388428
	Iteration 10Q: 3 clusters Score -3924698 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3924891.000000 Penalty: 3356.388428
	Iteration 11Q: 3 clusters Score -3924891 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3924979.500000 Penalty: 3356.388428
	Iteration 12Q: 3 clusters Score -3924980 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3925025.750000 Penalty: 3356.388428
	Iteration 13Q: 3 clusters Score -3925026 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3925097.250000 Penalty: 3356.388428
	Iteration 14Q: 3 clusters Score -3925097 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -3925132.250000 Penalty: 3356.388428
	Iteration 15Q: 3 clusters Score -3925132 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3925182.250000 Penalty: 3356.388428
	Iteration 16Q: 3 clusters Score -3925182 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3925243.250000 Penalty: 3356.388428
	Iteration 17Q: 3 clusters Score -3925243 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3925289.000000 Penalty: 3356.388428
	Iteration 18Q: 3 clusters Score -3925289 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3925314.000000 Penalty: 3356.388428
	Iteration 19Q: 3 clusters Score -3925314 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3925345.250000 Penalty: 3356.388428
	Iteration 20F: 3 clusters Score -3925345 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3925357.250000 Penalty: 3356.388428
	Iteration 21Q: 3 clusters Score -3925357 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3925379.250000 Penalty: 3356.388428
	Iteration 22Q: 3 clusters Score -3925379 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -3925394.000000 Penalty: 3356.388428
	Iteration 23Q: 3 clusters Score -3925394 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3925406.250000 Penalty: 3356.388428
	Iteration 24Q: 3 clusters Score -3925406 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3925428.250000 Penalty: 3356.388428
	Iteration 25Q: 3 clusters Score -3925428 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3925438.000000 Penalty: 3356.388428
	Iteration 26Q: 3 clusters Score -3925438 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3925446.000000 Penalty: 3356.388428
	Iteration 27Q: 3 clusters Score -3925446 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -3925450.500000 Penalty: 3356.388428
	Iteration 28Q: 3 clusters Score -3925450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3925479.000000 Penalty: 3356.388428
	Iteration 29Q: 3 clusters Score -3925479 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3925476.250000 Penalty: 3356.388428
	Iteration 30Q: 3 clusters Score -3925476 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3925478.750000 Penalty: 3356.388428
	Iteration 31Q: 3 clusters Score -3925479 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3925490.250000 Penalty: 3356.388428
	Iteration 32Q: 3 clusters Score -3925490 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3925500.750000 Penalty: 3356.388428
	Iteration 33Q: 3 clusters Score -3925501 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3925513.000000 Penalty: 3356.388428
	Iteration 34Q: 3 clusters Score -3925513 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3925528.500000 Penalty: 3356.388428
	Iteration 35Q: 3 clusters Score -3925528 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3925534.750000 Penalty: 3356.388428
	Iteration 36Q: 3 clusters Score -3925535 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3925546.250000 Penalty: 3356.388428
	Iteration 37Q: 3 clusters Score -3925546 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3925567.250000 Penalty: 3356.388428
	Iteration 38Q: 3 clusters Score -3925567 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -3925593.000000 Penalty: 3356.388428
	Iteration 39Q: 3 clusters Score -3925593 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -3925603.500000 Penalty: 3356.388428
	Iteration 40F: 3 clusters Score -3925604 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3925633.500000 Penalty: 3356.388428
	Iteration 41Q: 3 clusters Score -3925634 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3925669.000000 Penalty: 3356.388428
	Iteration 42Q: 3 clusters Score -3925669 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -3925677.750000 Penalty: 3356.388428
	Iteration 43Q: 3 clusters Score -3925678 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -3925680.500000 Penalty: 3356.388428
	Iteration 44Q: 3 clusters Score -3925680 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3925697.000000 Penalty: 3356.388428
	Iteration 45Q: 3 clusters Score -3925697 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3925747.750000 Penalty: 3356.388428
	Iteration 46Q: 3 clusters Score -3925748 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3925772.500000 Penalty: 3356.388428
	Iteration 47Q: 3 clusters Score -3925772 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3925789.750000 Penalty: 3356.388428
	Iteration 48Q: 3 clusters Score -3925790 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3925821.750000 Penalty: 3356.388428
	Iteration 49Q: 3 clusters Score -3925822 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3925847.000000 Penalty: 3356.388428
	Iteration 50Q: 3 clusters Score -3925847 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3925874.000000 Penalty: 3356.388428
	Iteration 51Q: 3 clusters Score -3925874 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -3925905.500000 Penalty: 3356.388428
	Iteration 52Q: 3 clusters Score -3925906 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3925915.000000 Penalty: 3356.388428
	Iteration 53Q: 3 clusters Score -3925915 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3925952.500000 Penalty: 3356.388428
	Iteration 54Q: 3 clusters Score -3925952 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -3925980.750000 Penalty: 3356.388428
	Iteration 55Q: 3 clusters Score -3925981 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -3926018.250000 Penalty: 3356.388428
	Iteration 56Q: 3 clusters Score -3926018 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3926048.000000 Penalty: 3356.388428
	Iteration 57Q: 3 clusters Score -3926048 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -3926079.750000 Penalty: 3356.388428
	Iteration 58Q: 3 clusters Score -3926080 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3926105.750000 Penalty: 3356.388428
	Iteration 59Q: 3 clusters Score -3926106 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3926127.000000 Penalty: 3356.388428
	Iteration 60F: 3 clusters Score -3926127 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -3926164.750000 Penalty: 3356.388428
	Iteration 61Q: 3 clusters Score -3926165 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -3926197.500000 Penalty: 3356.388428
	Iteration 62Q: 3 clusters Score -3926198 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3926229.750000 Penalty: 3356.388428
	Iteration 63Q: 3 clusters Score -3926230 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3926264.000000 Penalty: 3356.388428
	Iteration 64Q: 3 clusters Score -3926264 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3926306.250000 Penalty: 3356.388428
	Iteration 65Q: 3 clusters Score -3926306 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3926358.000000 Penalty: 3356.388428
	Iteration 66Q: 3 clusters Score -3926358 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -3926402.500000 Penalty: 3356.388428
	Iteration 67Q: 3 clusters Score -3926402 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3926445.250000 Penalty: 3356.388428
	Iteration 68Q: 3 clusters Score -3926445 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -3926524.250000 Penalty: 3356.388428
	Iteration 69Q: 3 clusters Score -3926524 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -3926622.000000 Penalty: 3356.388428
	Iteration 70Q: 3 clusters Score -3926622 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -3926711.500000 Penalty: 3356.388428
	Iteration 71Q: 3 clusters Score -3926712 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -3926827.750000 Penalty: 3356.388428
	Iteration 72Q: 3 clusters Score -3926828 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -3926919.250000 Penalty: 3356.388428
	Iteration 73Q: 3 clusters Score -3926919 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3927001.500000 Penalty: 3356.388428
	Iteration 74Q: 3 clusters Score -3927002 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3927092.750000 Penalty: 3356.388428
	Iteration 75Q: 3 clusters Score -3927093 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3927179.250000 Penalty: 3356.388428
	Iteration 76Q: 3 clusters Score -3927179 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -3927257.000000 Penalty: 3356.388428
	Iteration 77Q: 3 clusters Score -3927257 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3927338.500000 Penalty: 3356.388428
	Iteration 78Q: 3 clusters Score -3927338 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3927422.250000 Penalty: 3356.388428
	Iteration 79Q: 3 clusters Score -3927422 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3927515.500000 Penalty: 3356.388428
	Iteration 80F: 3 clusters Score -3927516 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3927624.750000 Penalty: 3356.388428
	Iteration 81Q: 3 clusters Score -3927625 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3927720.750000 Penalty: 3356.388428
	Iteration 82Q: 3 clusters Score -3927721 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3927817.000000 Penalty: 3356.388428
	Iteration 83Q: 3 clusters Score -3927817 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3927925.750000 Penalty: 3356.388428
	Iteration 84Q: 3 clusters Score -3927926 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3927985.250000 Penalty: 3356.388428
	Iteration 85Q: 3 clusters Score -3927985 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3928043.500000 Penalty: 3356.388428
	Iteration 86Q: 3 clusters Score -3928044 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3928095.750000 Penalty: 3356.388428
	Iteration 87Q: 3 clusters Score -3928096 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3928149.000000 Penalty: 3356.388428
	Iteration 88Q: 3 clusters Score -3928149 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3928227.750000 Penalty: 3356.388428
	Iteration 89Q: 3 clusters Score -3928228 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3928271.500000 Penalty: 3356.388428
	Iteration 90Q: 3 clusters Score -3928272 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3928315.000000 Penalty: 3356.388428
	Iteration 91Q: 3 clusters Score -3928315 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3928366.750000 Penalty: 3356.388428
	Iteration 92Q: 3 clusters Score -3928367 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3928402.250000 Penalty: 3356.388428
	Iteration 93Q: 3 clusters Score -3928402 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3928430.750000 Penalty: 3356.388428
	Iteration 94Q: 3 clusters Score -3928431 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3928452.250000 Penalty: 3356.388428
	Iteration 95Q: 3 clusters Score -3928452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3928462.750000 Penalty: 3356.388428
	Iteration 96Q: 3 clusters Score -3928463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3928479.000000 Penalty: 3356.388428
	Iteration 97Q: 3 clusters Score -3928479 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3928501.750000 Penalty: 3356.388428
	Iteration 98Q: 3 clusters Score -3928502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3928509.000000 Penalty: 3356.388428
	Iteration 99Q: 3 clusters Score -3928509 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3928520.000000 Penalty: 3356.388428
	Iteration 100F: 3 clusters Score -3928520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3928524.500000 Penalty: 3356.388428
	Iteration 101Q: 3 clusters Score -3928524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3928533.000000 Penalty: 3356.388428
	Iteration 102Q: 3 clusters Score -3928533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3928550.500000 Penalty: 3356.388428
	Iteration 103Q: 3 clusters Score -3928550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3928559.000000 Penalty: 3356.388428
	Iteration 104Q: 3 clusters Score -3928559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3928564.500000 Penalty: 3356.388428
	Iteration 105Q: 3 clusters Score -3928564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3928575.750000 Penalty: 3356.388428
	Iteration 106Q: 3 clusters Score -3928576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3928584.000000 Penalty: 3356.388428
	Iteration 107Q: 3 clusters Score -3928584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3928600.750000 Penalty: 3356.388428
	Iteration 108Q: 3 clusters Score -3928601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3928599.250000 Penalty: 3356.388428
	Iteration 109Q: 3 clusters Score -3928599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3928608.250000 Penalty: 3356.388428
	Iteration 110Q: 3 clusters Score -3928608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3928614.750000 Penalty: 3356.388428
	Iteration 111Q: 3 clusters Score -3928615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3928618.750000 Penalty: 3356.388428
	Iteration 112Q: 3 clusters Score -3928619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3928619.750000 Penalty: 3356.388428
	Iteration 113Q: 3 clusters Score -3928620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3928626.250000 Penalty: 3356.388428
	Iteration 114Q: 3 clusters Score -3928626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3928626.750000 Penalty: 3356.388428
	Iteration 115Q: 3 clusters Score -3928627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3928625.000000 Penalty: 3356.388428
	Iteration 116Q: 3 clusters Score -3928625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3928630.500000 Penalty: 3356.388428
	Iteration 117Q: 3 clusters Score -3928630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3928628.250000 Penalty: 3356.388428
	Iteration 118Q: 3 clusters Score -3928628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3928628.250000 Penalty: 3356.388428
	Iteration 119F: 3 clusters Score -3928628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -5333.421875 Penalty: 751.558105
	Iteration 0F: 2 clusters Score -5333.422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4903.575195 Penalty: 1503.116211
	Iteration 0F: 3 clusters Score -4903.575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4941.385742 Penalty: 1503.116211
	Iteration 1F: 3 clusters Score -4941.386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4944.566895 Penalty: 1503.116211
	Iteration 2Q: 3 clusters Score -4944.567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4945.646973 Penalty: 1503.116211
	Iteration 3Q: 3 clusters Score -4945.647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4949.941895 Penalty: 1503.116211
	Iteration 4Q: 3 clusters Score -4949.942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4956.893066 Penalty: 1503.116211
	Iteration 5Q: 3 clusters Score -4956.893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4962.812988 Penalty: 1503.116211
	Iteration 6Q: 3 clusters Score -4962.813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4962.812988 Penalty: 1503.116211
	Iteration 7F: 3 clusters Score -4962.813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Entering Unmasked Estep 
Score: -496424.687500 Penalty: 1333.481079
	Iteration 0F: 2 clusters Score -496424.7 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 1844 members 
Entering Unmasked Estep 
Score: -493292.093750 Penalty: 2666.962158
	Iteration 0F: 3 clusters Score -493292.1 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -494055.312500 Penalty: 2666.962158
	Iteration 1F: 3 clusters Score -494055.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -494184.468750 Penalty: 2666.962158
	Iteration 2F: 3 clusters Score -494184.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -494262.468750 Penalty: 2666.962158
	Iteration 3Q: 3 clusters Score -494262.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -494329.093750 Penalty: 2666.962158
	Iteration 4Q: 3 clusters Score -494329.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -494381.750000 Penalty: 2666.962158
	Iteration 5Q: 3 clusters Score -494381.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -494424.437500 Penalty: 2666.962158
	Iteration 6Q: 3 clusters Score -494424.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -494461.687500 Penalty: 2666.962158
	Iteration 7Q: 3 clusters Score -494461.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -494496.125000 Penalty: 2666.962158
	Iteration 8Q: 3 clusters Score -494496.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -494528.343750 Penalty: 2666.962158
	Iteration 9Q: 3 clusters Score -494528.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -494553.031250 Penalty: 2666.962158
	Iteration 10Q: 3 clusters Score -494553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -494581.000000 Penalty: 2666.962158
	Iteration 11Q: 3 clusters Score -494581 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -494613.218750 Penalty: 2666.962158
	Iteration 12Q: 3 clusters Score -494613.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -494651.875000 Penalty: 2666.962158
	Iteration 13Q: 3 clusters Score -494651.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -494688.875000 Penalty: 2666.962158
	Iteration 14Q: 3 clusters Score -494688.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -494726.812500 Penalty: 2666.962158
	Iteration 15Q: 3 clusters Score -494726.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -494767.156250 Penalty: 2666.962158
	Iteration 16Q: 3 clusters Score -494767.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -494798.281250 Penalty: 2666.962158
	Iteration 17Q: 3 clusters Score -494798.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -494829.562500 Penalty: 2666.962158
	Iteration 18Q: 3 clusters Score -494829.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -494864.562500 Penalty: 2666.962158
	Iteration 19Q: 3 clusters Score -494864.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -494904.031250 Penalty: 2666.962158
	Iteration 20F: 3 clusters Score -494904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -494941.937500 Penalty: 2666.962158
	Iteration 21Q: 3 clusters Score -494941.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -494980.437500 Penalty: 2666.962158
	Iteration 22Q: 3 clusters Score -494980.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -495018.062500 Penalty: 2666.962158
	Iteration 23Q: 3 clusters Score -495018.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -495047.000000 Penalty: 2666.962158
	Iteration 24Q: 3 clusters Score -495047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -495072.468750 Penalty: 2666.962158
	Iteration 25Q: 3 clusters Score -495072.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -495088.437500 Penalty: 2666.962158
	Iteration 26Q: 3 clusters Score -495088.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -495106.875000 Penalty: 2666.962158
	Iteration 27Q: 3 clusters Score -495106.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -495126.812500 Penalty: 2666.962158
	Iteration 28Q: 3 clusters Score -495126.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -495149.062500 Penalty: 2666.962158
	Iteration 29Q: 3 clusters Score -495149.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -495176.218750 Penalty: 2666.962158
	Iteration 30Q: 3 clusters Score -495176.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -495195.250000 Penalty: 2666.962158
	Iteration 31Q: 3 clusters Score -495195.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -495213.812500 Penalty: 2666.962158
	Iteration 32Q: 3 clusters Score -495213.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -495222.437500 Penalty: 2666.962158
	Iteration 33Q: 3 clusters Score -495222.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -495235.156250 Penalty: 2666.962158
	Iteration 34Q: 3 clusters Score -495235.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -495243.250000 Penalty: 2666.962158
	Iteration 35Q: 3 clusters Score -495243.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -495248.812500 Penalty: 2666.962158
	Iteration 36Q: 3 clusters Score -495248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -495258.000000 Penalty: 2666.962158
	Iteration 37Q: 3 clusters Score -495258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -495261.812500 Penalty: 2666.962158
	Iteration 38Q: 3 clusters Score -495261.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -495264.968750 Penalty: 2666.962158
	Iteration 39Q: 3 clusters Score -495265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -495267.343750 Penalty: 2666.962158
	Iteration 40F: 3 clusters Score -495267.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -495272.406250 Penalty: 2666.962158
	Iteration 41Q: 3 clusters Score -495272.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -495275.312500 Penalty: 2666.962158
	Iteration 42Q: 3 clusters Score -495275.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -495279.531250 Penalty: 2666.962158
	Iteration 43Q: 3 clusters Score -495279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -495281.843750 Penalty: 2666.962158
	Iteration 44Q: 3 clusters Score -495281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -495283.093750 Penalty: 2666.962158
	Iteration 45Q: 3 clusters Score -495283.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -495284.000000 Penalty: 2666.962158
	Iteration 46Q: 3 clusters Score -495284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -495288.718750 Penalty: 2666.962158
	Iteration 47Q: 3 clusters Score -495288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -495291.343750 Penalty: 2666.962158
	Iteration 48Q: 3 clusters Score -495291.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -495292.187500 Penalty: 2666.962158
	Iteration 49Q: 3 clusters Score -495292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -495292.406250 Penalty: 2666.962158
	Iteration 50Q: 3 clusters Score -495292.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -495292.406250 Penalty: 2666.962158
	Iteration 51F: 3 clusters Score -495292.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (137952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137952 members 
Entering Unmasked Estep 
Score: -17501136.000000 Penalty: 1923.132446
	Iteration 0F: 2 clusters Score -1.750114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -17418504.000000 Penalty: 3846.264893
	Iteration 0F: 3 clusters Score -1.74185e+07 nChanged 66692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72716 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -17457140.000000 Penalty: 3846.264893
	Iteration 1F: 3 clusters Score -1.745714e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -17458316.000000 Penalty: 3846.264893
	Iteration 2Q: 3 clusters Score -1.745832e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -17460280.000000 Penalty: 3846.264893
	Iteration 3Q: 3 clusters Score -1.746028e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84860 members 
Mstep: Class 2 contains 53092 members 
Entering Unmasked Estep 
Score: -17463406.000000 Penalty: 3846.264893
	Iteration 4F: 3 clusters Score -1.746341e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -17468752.000000 Penalty: 3846.264893
	Iteration 5F: 3 clusters Score -1.746875e+07 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102792 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -17477000.000000 Penalty: 3846.264893
	Iteration 6F: 3 clusters Score -1.7477e+07 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112392 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -17487066.000000 Penalty: 3846.264893
	Iteration 7F: 3 clusters Score -1.748707e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120303 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -17494360.000000 Penalty: 3846.264893
	Iteration 8F: 3 clusters Score -1.749436e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126756 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -17497900.000000 Penalty: 3846.264893
	Iteration 9Q: 3 clusters Score -1.74979e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130963 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -17499546.000000 Penalty: 3846.264893
	Iteration 10Q: 3 clusters Score -1.749955e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133756 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -17500004.000000 Penalty: 3846.264893
	Iteration 11Q: 3 clusters Score -1.75e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135480 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -17499998.000000 Penalty: 3846.264893
	Iteration 12Q: 3 clusters Score -1.75e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136461 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -17499852.000000 Penalty: 3846.264893
	Iteration 13Q: 3 clusters Score -1.749985e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136965 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -17499884.000000 Penalty: 3846.264893
	Iteration 14Q: 3 clusters Score -1.749988e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137246 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -17499858.000000 Penalty: 3846.264893
	Iteration 15Q: 3 clusters Score -1.749986e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137391 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -17499888.000000 Penalty: 3846.264893
	Iteration 16Q: 3 clusters Score -1.749989e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137461 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -17499900.000000 Penalty: 3846.264893
	Iteration 17Q: 3 clusters Score -1.74999e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137497 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -17499914.000000 Penalty: 3846.264893
	Iteration 18Q: 3 clusters Score -1.749991e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137528 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -17499902.000000 Penalty: 3846.264893
	Iteration 19Q: 3 clusters Score -1.74999e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137547 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -17499894.000000 Penalty: 3846.264893
	Iteration 20F: 3 clusters Score -1.749989e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137555 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -17499912.000000 Penalty: 3846.264893
	Iteration 21Q: 3 clusters Score -1.749991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137562 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -17499922.000000 Penalty: 3846.264893
	Iteration 22Q: 3 clusters Score -1.749992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137572 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -17499916.000000 Penalty: 3846.264893
	Iteration 23Q: 3 clusters Score -1.749992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137580 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -17499914.000000 Penalty: 3846.264893
	Iteration 24Q: 3 clusters Score -1.749991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137583 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -17499926.000000 Penalty: 3846.264893
	Iteration 25Q: 3 clusters Score -1.749993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137589 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -17499910.000000 Penalty: 3846.264893
	Iteration 26Q: 3 clusters Score -1.749991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137590 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -17499916.000000 Penalty: 3846.264893
	Iteration 27Q: 3 clusters Score -1.749992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137589 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -17499926.000000 Penalty: 3846.264893
	Iteration 28Q: 3 clusters Score -1.749993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137590 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -17499914.000000 Penalty: 3846.264893
	Iteration 29Q: 3 clusters Score -1.749991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137590 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -17499914.000000 Penalty: 3846.264893
	Iteration 30F: 3 clusters Score -1.749991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -10087.581055 Penalty: 815.307922
	Iteration 0F: 2 clusters Score -10087.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9536.767578 Penalty: 1630.615845
	Iteration 0F: 3 clusters Score -9536.768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9649.270508 Penalty: 1630.615845
	Iteration 1F: 3 clusters Score -9649.271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9670.166016 Penalty: 1630.615845
	Iteration 2Q: 3 clusters Score -9670.166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9696.024414 Penalty: 1630.615845
	Iteration 3Q: 3 clusters Score -9696.024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9711.250977 Penalty: 1630.615845
	Iteration 4Q: 3 clusters Score -9711.251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9711.250977 Penalty: 1630.615845
	Iteration 5F: 3 clusters Score -9711.251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83481 members 
Mstep: Class 3 contains 26533 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10318 members 
Mstep: Class 6 contains 119633 members 
Mstep: Class 7 contains 5074 members 
Mstep: Class 8 contains 9997 members 
Mstep: Class 9 contains 119113 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14023 members 
Mstep: Class 13 contains 40170 members 
Mstep: Class 14 contains 7457 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28403 members 
Mstep: Class 17 contains 30935 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 31094 members 
Mstep: Class 21 contains 16501 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 59985 members 
Mstep: Class 26 contains 37317 members 
Mstep: Class 27 contains 10910 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23379 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 30557 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3663 members 
Mstep: Class 34 contains 137952 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957976.000000 Penalty: 77880.085938
Iteration 239Q: 36 clusters Score -1.08958e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83482 members 
Mstep: Class 3 contains 26525 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 10317 members 
Mstep: Class 6 contains 119554 members 
Mstep: Class 7 contains 5077 members 
Mstep: Class 8 contains 10026 members 
Mstep: Class 9 contains 119031 members 
Mstep: Class 10 contains 3292 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14012 members 
Mstep: Class 13 contains 40171 members 
Mstep: Class 14 contains 7456 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28394 members 
Mstep: Class 17 contains 30938 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5183 members 
Mstep: Class 20 contains 31096 members 
Mstep: Class 21 contains 16500 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 59986 members 
Mstep: Class 26 contains 37477 members 
Mstep: Class 27 contains 10890 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23378 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 30571 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3669 members 
Mstep: Class 34 contains 137949 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958024.000000 Penalty: 77880.085938
Iteration 240F: 36 clusters Score -1.08958e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83481 members 
Mstep: Class 3 contains 26514 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 10314 members 
Mstep: Class 6 contains 119470 members 
Mstep: Class 7 contains 5078 members 
Mstep: Class 8 contains 10064 members 
Mstep: Class 9 contains 118921 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 14003 members 
Mstep: Class 13 contains 40174 members 
Mstep: Class 14 contains 7455 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28381 members 
Mstep: Class 17 contains 30940 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 31099 members 
Mstep: Class 21 contains 16500 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 59989 members 
Mstep: Class 26 contains 37666 members 
Mstep: Class 27 contains 10865 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23378 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 30584 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3676 members 
Mstep: Class 34 contains 137948 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958144.000000 Penalty: 77880.085938
Iteration 241Q: 36 clusters Score -1.089581e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83478 members 
Mstep: Class 3 contains 26508 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 10314 members 
Mstep: Class 6 contains 119364 members 
Mstep: Class 7 contains 5078 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 118854 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13994 members 
Mstep: Class 13 contains 40175 members 
Mstep: Class 14 contains 7454 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28365 members 
Mstep: Class 17 contains 30947 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 31100 members 
Mstep: Class 21 contains 16502 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 59999 members 
Mstep: Class 26 contains 37841 members 
Mstep: Class 27 contains 10851 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23378 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 30592 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3678 members 
Mstep: Class 34 contains 137939 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958184.000000 Penalty: 77880.085938
Iteration 242Q: 36 clusters Score -1.089582e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83477 members 
Mstep: Class 3 contains 26503 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 10313 members 
Mstep: Class 6 contains 119245 members 
Mstep: Class 7 contains 5079 members 
Mstep: Class 8 contains 10118 members 
Mstep: Class 9 contains 118804 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13995 members 
Mstep: Class 13 contains 40171 members 
Mstep: Class 14 contains 7454 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28346 members 
Mstep: Class 17 contains 30951 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5183 members 
Mstep: Class 20 contains 31100 members 
Mstep: Class 21 contains 16504 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60005 members 
Mstep: Class 26 contains 38017 members 
Mstep: Class 27 contains 10830 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23376 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 30611 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3681 members 
Mstep: Class 34 contains 137924 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958376.000000 Penalty: 77880.085938
Iteration 243Q: 36 clusters Score -1.089584e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83479 members 
Mstep: Class 3 contains 26500 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 10321 members 
Mstep: Class 6 contains 119142 members 
Mstep: Class 7 contains 5079 members 
Mstep: Class 8 contains 10152 members 
Mstep: Class 9 contains 118750 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13992 members 
Mstep: Class 13 contains 40169 members 
Mstep: Class 14 contains 7453 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28325 members 
Mstep: Class 17 contains 30951 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5183 members 
Mstep: Class 20 contains 31101 members 
Mstep: Class 21 contains 16502 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60009 members 
Mstep: Class 26 contains 38152 members 
Mstep: Class 27 contains 10812 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23375 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 30626 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3688 members 
Mstep: Class 34 contains 137927 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958472.000000 Penalty: 77880.085938
Iteration 244Q: 36 clusters Score -1.089585e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83480 members 
Mstep: Class 3 contains 26490 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 10321 members 
Mstep: Class 6 contains 119071 members 
Mstep: Class 7 contains 5079 members 
Mstep: Class 8 contains 10170 members 
Mstep: Class 9 contains 118666 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13985 members 
Mstep: Class 13 contains 40168 members 
Mstep: Class 14 contains 7453 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28314 members 
Mstep: Class 17 contains 30952 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 31101 members 
Mstep: Class 21 contains 16502 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60014 members 
Mstep: Class 26 contains 38316 members 
Mstep: Class 27 contains 10795 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23377 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 30644 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3697 members 
Mstep: Class 34 contains 137915 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958560.000000 Penalty: 77880.085938
Iteration 245Q: 36 clusters Score -1.089586e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83476 members 
Mstep: Class 3 contains 26478 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 119008 members 
Mstep: Class 7 contains 5081 members 
Mstep: Class 8 contains 10199 members 
Mstep: Class 9 contains 118596 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13983 members 
Mstep: Class 13 contains 40168 members 
Mstep: Class 14 contains 7450 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28300 members 
Mstep: Class 17 contains 30956 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5174 members 
Mstep: Class 20 contains 31103 members 
Mstep: Class 21 contains 16502 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3726 members 
Mstep: Class 25 contains 60003 members 
Mstep: Class 26 contains 38462 members 
Mstep: Class 27 contains 10776 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23378 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 30669 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3706 members 
Mstep: Class 34 contains 137900 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958640.000000 Penalty: 77880.085938
Iteration 246Q: 36 clusters Score -1.089586e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83472 members 
Mstep: Class 3 contains 26466 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 10320 members 
Mstep: Class 6 contains 118949 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 10215 members 
Mstep: Class 9 contains 118544 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13981 members 
Mstep: Class 13 contains 40173 members 
Mstep: Class 14 contains 7452 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28278 members 
Mstep: Class 17 contains 30959 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5170 members 
Mstep: Class 20 contains 31105 members 
Mstep: Class 21 contains 16502 members 
Mstep: Class 22 contains 3646 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3726 members 
Mstep: Class 25 contains 60000 members 
Mstep: Class 26 contains 38589 members 
Mstep: Class 27 contains 10762 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23379 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 30687 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3717 members 
Mstep: Class 34 contains 137888 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958600.000000 Penalty: 77880.085938
Iteration 247Q: 36 clusters Score -1.089586e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83469 members 
Mstep: Class 3 contains 26450 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10317 members 
Mstep: Class 6 contains 118904 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 10233 members 
Mstep: Class 9 contains 118494 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13969 members 
Mstep: Class 13 contains 40177 members 
Mstep: Class 14 contains 7452 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28263 members 
Mstep: Class 17 contains 30962 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5167 members 
Mstep: Class 20 contains 31106 members 
Mstep: Class 21 contains 16502 members 
Mstep: Class 22 contains 3646 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 59999 members 
Mstep: Class 26 contains 38726 members 
Mstep: Class 27 contains 10750 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23379 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 30699 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 137862 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958680.000000 Penalty: 77880.085938
Iteration 248Q: 36 clusters Score -1.089587e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83463 members 
Mstep: Class 3 contains 26436 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10316 members 
Mstep: Class 6 contains 118853 members 
Mstep: Class 7 contains 5083 members 
Mstep: Class 8 contains 10252 members 
Mstep: Class 9 contains 118434 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13956 members 
Mstep: Class 13 contains 40181 members 
Mstep: Class 14 contains 7453 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28250 members 
Mstep: Class 17 contains 30964 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5165 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16503 members 
Mstep: Class 22 contains 3646 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60006 members 
Mstep: Class 26 contains 38857 members 
Mstep: Class 27 contains 10740 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23379 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 30713 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3733 members 
Mstep: Class 34 contains 137842 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958648.000000 Penalty: 77880.085938
Iteration 249Q: 36 clusters Score -1.089586e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83460 members 
Mstep: Class 3 contains 26432 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10311 members 
Mstep: Class 6 contains 118781 members 
Mstep: Class 7 contains 5085 members 
Mstep: Class 8 contains 10258 members 
Mstep: Class 9 contains 118370 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13951 members 
Mstep: Class 13 contains 40188 members 
Mstep: Class 14 contains 7452 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28225 members 
Mstep: Class 17 contains 30970 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5160 members 
Mstep: Class 20 contains 31106 members 
Mstep: Class 21 contains 16504 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60024 members 
Mstep: Class 26 contains 39002 members 
Mstep: Class 27 contains 10734 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23380 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 30728 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 137828 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959024.000000 Penalty: 77880.085938
Iteration 250Q: 36 clusters Score -1.08959e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83454 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10311 members 
Mstep: Class 6 contains 118720 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 10266 members 
Mstep: Class 9 contains 118313 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13944 members 
Mstep: Class 13 contains 40194 members 
Mstep: Class 14 contains 7452 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28209 members 
Mstep: Class 17 contains 30973 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5153 members 
Mstep: Class 20 contains 31104 members 
Mstep: Class 21 contains 16503 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60048 members 
Mstep: Class 26 contains 39128 members 
Mstep: Class 27 contains 10730 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23380 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 30736 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3746 members 
Mstep: Class 34 contains 137806 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958896.000000 Penalty: 77880.085938
Iteration 251Q: 36 clusters Score -1.089589e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83448 members 
Mstep: Class 3 contains 26428 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10312 members 
Mstep: Class 6 contains 118659 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 10277 members 
Mstep: Class 9 contains 118244 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13943 members 
Mstep: Class 13 contains 40199 members 
Mstep: Class 14 contains 7451 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28190 members 
Mstep: Class 17 contains 30977 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5149 members 
Mstep: Class 20 contains 31104 members 
Mstep: Class 21 contains 16503 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60059 members 
Mstep: Class 26 contains 39261 members 
Mstep: Class 27 contains 10724 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23380 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 30743 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3758 members 
Mstep: Class 34 contains 137790 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958952.000000 Penalty: 77880.085938
Iteration 252Q: 36 clusters Score -1.08959e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83443 members 
Mstep: Class 3 contains 26424 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10309 members 
Mstep: Class 6 contains 118609 members 
Mstep: Class 7 contains 5089 members 
Mstep: Class 8 contains 10292 members 
Mstep: Class 9 contains 118190 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13942 members 
Mstep: Class 13 contains 40206 members 
Mstep: Class 14 contains 7451 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28179 members 
Mstep: Class 17 contains 30977 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5141 members 
Mstep: Class 20 contains 31104 members 
Mstep: Class 21 contains 16501 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60058 members 
Mstep: Class 26 contains 39371 members 
Mstep: Class 27 contains 10720 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23382 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 30751 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3764 members 
Mstep: Class 34 contains 137785 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958888.000000 Penalty: 77880.085938
Iteration 253Q: 36 clusters Score -1.089589e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83437 members 
Mstep: Class 3 contains 26417 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10304 members 
Mstep: Class 6 contains 118575 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 10303 members 
Mstep: Class 9 contains 118147 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13942 members 
Mstep: Class 13 contains 40216 members 
Mstep: Class 14 contains 7452 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28168 members 
Mstep: Class 17 contains 30977 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5136 members 
Mstep: Class 20 contains 31105 members 
Mstep: Class 21 contains 16499 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60057 members 
Mstep: Class 26 contains 39471 members 
Mstep: Class 27 contains 10714 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23382 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30760 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3767 members 
Mstep: Class 34 contains 137772 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958928.000000 Penalty: 77880.085938
Iteration 254Q: 36 clusters Score -1.089589e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83430 members 
Mstep: Class 3 contains 26419 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10303 members 
Mstep: Class 6 contains 118528 members 
Mstep: Class 7 contains 5089 members 
Mstep: Class 8 contains 10310 members 
Mstep: Class 9 contains 118104 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13942 members 
Mstep: Class 13 contains 40222 members 
Mstep: Class 14 contains 7452 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28158 members 
Mstep: Class 17 contains 30974 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16498 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60063 members 
Mstep: Class 26 contains 39554 members 
Mstep: Class 27 contains 10706 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23382 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30764 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3770 members 
Mstep: Class 34 contains 137775 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958888.000000 Penalty: 77880.085938
Iteration 255Q: 36 clusters Score -1.089589e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83427 members 
Mstep: Class 3 contains 26420 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10301 members 
Mstep: Class 6 contains 118465 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 10320 members 
Mstep: Class 9 contains 118081 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13945 members 
Mstep: Class 13 contains 40226 members 
Mstep: Class 14 contains 7449 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28149 members 
Mstep: Class 17 contains 30976 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5141 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16496 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60061 members 
Mstep: Class 26 contains 39635 members 
Mstep: Class 27 contains 10698 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23382 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30766 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 137775 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958920.000000 Penalty: 77880.085938
Iteration 256Q: 36 clusters Score -1.089589e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83427 members 
Mstep: Class 3 contains 26418 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10298 members 
Mstep: Class 6 contains 118409 members 
Mstep: Class 7 contains 5094 members 
Mstep: Class 8 contains 10331 members 
Mstep: Class 9 contains 118067 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13947 members 
Mstep: Class 13 contains 40229 members 
Mstep: Class 14 contains 7449 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28135 members 
Mstep: Class 17 contains 30975 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16495 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60066 members 
Mstep: Class 26 contains 39705 members 
Mstep: Class 27 contains 10686 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23382 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30770 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 137776 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958928.000000 Penalty: 77880.085938
Iteration 257Q: 36 clusters Score -1.089589e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83425 members 
Mstep: Class 3 contains 26413 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10300 members 
Mstep: Class 6 contains 118369 members 
Mstep: Class 7 contains 5095 members 
Mstep: Class 8 contains 10343 members 
Mstep: Class 9 contains 118040 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13940 members 
Mstep: Class 13 contains 40230 members 
Mstep: Class 14 contains 7449 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28128 members 
Mstep: Class 17 contains 30976 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5137 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16494 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60064 members 
Mstep: Class 26 contains 39779 members 
Mstep: Class 27 contains 10678 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23382 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30775 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 137784 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959040.000000 Penalty: 77880.085938
Iteration 258Q: 36 clusters Score -1.08959e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83423 members 
Mstep: Class 3 contains 26405 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10298 members 
Mstep: Class 6 contains 118325 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 8 contains 10357 members 
Mstep: Class 9 contains 118018 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13940 members 
Mstep: Class 13 contains 40235 members 
Mstep: Class 14 contains 7449 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28125 members 
Mstep: Class 17 contains 30977 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5136 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16492 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60062 members 
Mstep: Class 26 contains 39846 members 
Mstep: Class 27 contains 10668 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23380 members 
Mstep: Class 30 contains 3901 members 
Mstep: Class 31 contains 30784 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 137782 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959032.000000 Penalty: 77880.085938
Iteration 259Q: 36 clusters Score -1.08959e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83421 members 
Mstep: Class 3 contains 26404 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10297 members 
Mstep: Class 6 contains 118279 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 8 contains 10369 members 
Mstep: Class 9 contains 117984 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13938 members 
Mstep: Class 13 contains 40237 members 
Mstep: Class 14 contains 7448 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28123 members 
Mstep: Class 17 contains 30977 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5135 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60061 members 
Mstep: Class 26 contains 39928 members 
Mstep: Class 27 contains 10658 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23380 members 
Mstep: Class 30 contains 3901 members 
Mstep: Class 31 contains 30791 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3791 members 
Mstep: Class 34 contains 137775 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958952.000000 Penalty: 77880.085938
Iteration 260F: 36 clusters Score -1.08959e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83421 members 
Mstep: Class 3 contains 26400 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10293 members 
Mstep: Class 6 contains 118238 members 
Mstep: Class 7 contains 5095 members 
Mstep: Class 8 contains 10379 members 
Mstep: Class 9 contains 117945 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13936 members 
Mstep: Class 13 contains 40243 members 
Mstep: Class 14 contains 7448 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28118 members 
Mstep: Class 17 contains 30978 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5136 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60059 members 
Mstep: Class 26 contains 40014 members 
Mstep: Class 27 contains 10652 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23380 members 
Mstep: Class 30 contains 3901 members 
Mstep: Class 31 contains 30791 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3796 members 
Mstep: Class 34 contains 137772 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958992.000000 Penalty: 77880.085938
Iteration 261Q: 36 clusters Score -1.08959e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83419 members 
Mstep: Class 3 contains 26399 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10292 members 
Mstep: Class 6 contains 118205 members 
Mstep: Class 7 contains 5095 members 
Mstep: Class 8 contains 10392 members 
Mstep: Class 9 contains 117907 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13935 members 
Mstep: Class 13 contains 40245 members 
Mstep: Class 14 contains 7448 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28114 members 
Mstep: Class 17 contains 30979 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60061 members 
Mstep: Class 26 contains 40078 members 
Mstep: Class 27 contains 10644 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23380 members 
Mstep: Class 30 contains 3901 members 
Mstep: Class 31 contains 30791 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3801 members 
Mstep: Class 34 contains 137769 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959008.000000 Penalty: 77880.085938
Iteration 262Q: 36 clusters Score -1.08959e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83420 members 
Mstep: Class 3 contains 26399 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10290 members 
Mstep: Class 6 contains 118172 members 
Mstep: Class 7 contains 5095 members 
Mstep: Class 8 contains 10412 members 
Mstep: Class 9 contains 117882 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13931 members 
Mstep: Class 13 contains 40247 members 
Mstep: Class 14 contains 7448 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28107 members 
Mstep: Class 17 contains 30979 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60058 members 
Mstep: Class 26 contains 40131 members 
Mstep: Class 27 contains 10637 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23382 members 
Mstep: Class 30 contains 3901 members 
Mstep: Class 31 contains 30788 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3801 members 
Mstep: Class 34 contains 137776 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959056.000000 Penalty: 77880.085938
Iteration 263Q: 36 clusters Score -1.089591e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83416 members 
Mstep: Class 3 contains 26398 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10287 members 
Mstep: Class 6 contains 118151 members 
Mstep: Class 7 contains 5095 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 117843 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13932 members 
Mstep: Class 13 contains 40247 members 
Mstep: Class 14 contains 7448 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28101 members 
Mstep: Class 17 contains 30979 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5137 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60068 members 
Mstep: Class 26 contains 40183 members 
Mstep: Class 27 contains 10630 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23381 members 
Mstep: Class 30 contains 3901 members 
Mstep: Class 31 contains 30782 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3803 members 
Mstep: Class 34 contains 137787 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959040.000000 Penalty: 77880.085938
Iteration 264Q: 36 clusters Score -1.08959e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83417 members 
Mstep: Class 3 contains 26396 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10285 members 
Mstep: Class 6 contains 118139 members 
Mstep: Class 7 contains 5095 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 117818 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13931 members 
Mstep: Class 13 contains 40249 members 
Mstep: Class 14 contains 7447 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28091 members 
Mstep: Class 17 contains 30978 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5133 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60072 members 
Mstep: Class 26 contains 40231 members 
Mstep: Class 27 contains 10626 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23381 members 
Mstep: Class 30 contains 3901 members 
Mstep: Class 31 contains 30779 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3804 members 
Mstep: Class 34 contains 137788 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959016.000000 Penalty: 77880.085938
Iteration 265Q: 36 clusters Score -1.08959e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83415 members 
Mstep: Class 3 contains 26394 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10284 members 
Mstep: Class 6 contains 118111 members 
Mstep: Class 7 contains 5094 members 
Mstep: Class 8 contains 10443 members 
Mstep: Class 9 contains 117806 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13926 members 
Mstep: Class 13 contains 40249 members 
Mstep: Class 14 contains 7446 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28089 members 
Mstep: Class 17 contains 30978 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5132 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60073 members 
Mstep: Class 26 contains 40283 members 
Mstep: Class 27 contains 10622 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23381 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30782 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3807 members 
Mstep: Class 34 contains 137779 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959024.000000 Penalty: 77880.085938
Iteration 266Q: 36 clusters Score -1.08959e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83415 members 
Mstep: Class 3 contains 26392 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10283 members 
Mstep: Class 6 contains 118091 members 
Mstep: Class 7 contains 5094 members 
Mstep: Class 8 contains 10448 members 
Mstep: Class 9 contains 117794 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13919 members 
Mstep: Class 13 contains 40252 members 
Mstep: Class 14 contains 7443 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28079 members 
Mstep: Class 17 contains 30978 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5130 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60071 members 
Mstep: Class 26 contains 40334 members 
Mstep: Class 27 contains 10617 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23381 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30792 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3808 members 
Mstep: Class 34 contains 137773 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959088.000000 Penalty: 77880.085938
Iteration 267Q: 36 clusters Score -1.089591e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83414 members 
Mstep: Class 3 contains 26393 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10283 members 
Mstep: Class 6 contains 118073 members 
Mstep: Class 7 contains 5094 members 
Mstep: Class 8 contains 10450 members 
Mstep: Class 9 contains 117781 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13917 members 
Mstep: Class 13 contains 40253 members 
Mstep: Class 14 contains 7443 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28073 members 
Mstep: Class 17 contains 30978 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5129 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60065 members 
Mstep: Class 26 contains 40391 members 
Mstep: Class 27 contains 10615 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23382 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30797 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3807 members 
Mstep: Class 34 contains 137756 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958992.000000 Penalty: 77880.085938
Iteration 268Q: 36 clusters Score -1.08959e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83411 members 
Mstep: Class 3 contains 26392 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10282 members 
Mstep: Class 6 contains 118049 members 
Mstep: Class 7 contains 5094 members 
Mstep: Class 8 contains 10450 members 
Mstep: Class 9 contains 117791 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13913 members 
Mstep: Class 13 contains 40253 members 
Mstep: Class 14 contains 7443 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28068 members 
Mstep: Class 17 contains 30979 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5124 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60063 members 
Mstep: Class 26 contains 40429 members 
Mstep: Class 27 contains 10614 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23382 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30802 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3807 members 
Mstep: Class 34 contains 137748 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959104.000000 Penalty: 77880.085938
Iteration 269Q: 36 clusters Score -1.089591e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83408 members 
Mstep: Class 3 contains 26389 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10280 members 
Mstep: Class 6 contains 118024 members 
Mstep: Class 7 contains 5094 members 
Mstep: Class 8 contains 10457 members 
Mstep: Class 9 contains 117788 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 40254 members 
Mstep: Class 14 contains 7443 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28066 members 
Mstep: Class 17 contains 30982 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5121 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60074 members 
Mstep: Class 26 contains 40457 members 
Mstep: Class 27 contains 10611 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23382 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30806 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3810 members 
Mstep: Class 34 contains 137737 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959200.000000 Penalty: 77880.085938
Iteration 270Q: 36 clusters Score -1.089592e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83407 members 
Mstep: Class 3 contains 26386 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10279 members 
Mstep: Class 6 contains 117998 members 
Mstep: Class 7 contains 5094 members 
Mstep: Class 8 contains 10465 members 
Mstep: Class 9 contains 117778 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13912 members 
Mstep: Class 13 contains 40256 members 
Mstep: Class 14 contains 7442 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28064 members 
Mstep: Class 17 contains 30982 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5119 members 
Mstep: Class 20 contains 31110 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60084 members 
Mstep: Class 26 contains 40489 members 
Mstep: Class 27 contains 10604 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23382 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30806 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3812 members 
Mstep: Class 34 contains 137733 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959232.000000 Penalty: 77880.085938
Iteration 271Q: 36 clusters Score -1.089592e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83407 members 
Mstep: Class 3 contains 26385 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10281 members 
Mstep: Class 6 contains 117968 members 
Mstep: Class 7 contains 5094 members 
Mstep: Class 8 contains 10474 members 
Mstep: Class 9 contains 117768 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13912 members 
Mstep: Class 13 contains 40256 members 
Mstep: Class 14 contains 7440 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28062 members 
Mstep: Class 17 contains 30983 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5118 members 
Mstep: Class 20 contains 31111 members 
Mstep: Class 21 contains 16487 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60089 members 
Mstep: Class 26 contains 40514 members 
Mstep: Class 27 contains 10600 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23381 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30811 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3820 members 
Mstep: Class 34 contains 137729 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959280.000000 Penalty: 77880.085938
Iteration 272Q: 36 clusters Score -1.089593e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83405 members 
Mstep: Class 3 contains 26384 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10281 members 
Mstep: Class 6 contains 117936 members 
Mstep: Class 7 contains 5094 members 
Mstep: Class 8 contains 10489 members 
Mstep: Class 9 contains 117773 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13912 members 
Mstep: Class 13 contains 40258 members 
Mstep: Class 14 contains 7438 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28062 members 
Mstep: Class 17 contains 30982 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5117 members 
Mstep: Class 20 contains 31113 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60080 members 
Mstep: Class 26 contains 40538 members 
Mstep: Class 27 contains 10596 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23381 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30815 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3825 members 
Mstep: Class 34 contains 137725 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959216.000000 Penalty: 77880.085938
Iteration 273Q: 36 clusters Score -1.089592e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83403 members 
Mstep: Class 3 contains 26383 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10282 members 
Mstep: Class 6 contains 117912 members 
Mstep: Class 7 contains 5094 members 
Mstep: Class 8 contains 10495 members 
Mstep: Class 9 contains 117765 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13911 members 
Mstep: Class 13 contains 40259 members 
Mstep: Class 14 contains 7437 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28061 members 
Mstep: Class 17 contains 30982 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5115 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60078 members 
Mstep: Class 26 contains 40565 members 
Mstep: Class 27 contains 10589 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23380 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30819 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3832 members 
Mstep: Class 34 contains 137726 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959296.000000 Penalty: 77880.085938
Iteration 274Q: 36 clusters Score -1.089593e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83400 members 
Mstep: Class 3 contains 26380 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10282 members 
Mstep: Class 6 contains 117897 members 
Mstep: Class 7 contains 5095 members 
Mstep: Class 8 contains 10509 members 
Mstep: Class 9 contains 117764 members 
Mstep: Class 10 contains 3287 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13909 members 
Mstep: Class 13 contains 40259 members 
Mstep: Class 14 contains 7436 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28059 members 
Mstep: Class 17 contains 30982 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5112 members 
Mstep: Class 20 contains 31115 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60068 members 
Mstep: Class 26 contains 40595 members 
Mstep: Class 27 contains 10579 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23379 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30822 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 137728 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959208.000000 Penalty: 77880.085938
Iteration 275Q: 36 clusters Score -1.089592e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83397 members 
Mstep: Class 3 contains 26379 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10286 members 
Mstep: Class 6 contains 117869 members 
Mstep: Class 7 contains 5095 members 
Mstep: Class 8 contains 10522 members 
Mstep: Class 9 contains 117766 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13908 members 
Mstep: Class 13 contains 40261 members 
Mstep: Class 14 contains 7436 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28054 members 
Mstep: Class 17 contains 30982 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 31116 members 
Mstep: Class 21 contains 16484 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 60065 members 
Mstep: Class 26 contains 40617 members 
Mstep: Class 27 contains 10570 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23379 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30822 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 137737 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959200.000000 Penalty: 77880.085938
Iteration 276Q: 36 clusters Score -1.089592e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83394 members 
Mstep: Class 3 contains 26375 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10288 members 
Mstep: Class 6 contains 117850 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 8 contains 10532 members 
Mstep: Class 9 contains 117778 members 
Mstep: Class 10 contains 3278 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13908 members 
Mstep: Class 13 contains 40264 members 
Mstep: Class 14 contains 7436 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28046 members 
Mstep: Class 17 contains 30982 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 31116 members 
Mstep: Class 21 contains 16482 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60056 members 
Mstep: Class 26 contains 40633 members 
Mstep: Class 27 contains 10565 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23380 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30825 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 137740 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959104.000000 Penalty: 77880.085938
Iteration 277Q: 36 clusters Score -1.089591e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83391 members 
Mstep: Class 3 contains 26372 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10289 members 
Mstep: Class 6 contains 117830 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 8 contains 10545 members 
Mstep: Class 9 contains 117776 members 
Mstep: Class 10 contains 3276 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13908 members 
Mstep: Class 13 contains 40264 members 
Mstep: Class 14 contains 7436 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28041 members 
Mstep: Class 17 contains 30982 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 31116 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60049 members 
Mstep: Class 26 contains 40655 members 
Mstep: Class 27 contains 10559 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23381 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30830 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3848 members 
Mstep: Class 34 contains 137741 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959096.000000 Penalty: 77880.085938
Iteration 278Q: 36 clusters Score -1.089591e+08 nChanged 147
Entering ConstructFrom: 
Score: -108959096.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (6654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Entering Unmasked Estep 
Score: -836043.375000 Penalty: 1430.483276
	Iteration 0F: 2 clusters Score -836043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -830996.500000 Penalty: 2860.966553
	Iteration 0F: 3 clusters Score -830996.5 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -832484.625000 Penalty: 2860.966553
	Iteration 1F: 3 clusters Score -832484.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -832754.312500 Penalty: 2860.966553
	Iteration 2F: 3 clusters Score -832754.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -832963.250000 Penalty: 2860.966553
	Iteration 3F: 3 clusters Score -832963.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -833162.375000 Penalty: 2860.966553
	Iteration 4F: 3 clusters Score -833162.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -833354.875000 Penalty: 2860.966553
	Iteration 5F: 3 clusters Score -833354.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -833557.687500 Penalty: 2860.966553
	Iteration 6F: 3 clusters Score -833557.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -833741.750000 Penalty: 2860.966553
	Iteration 7Q: 3 clusters Score -833741.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -833918.562500 Penalty: 2860.966553
	Iteration 8Q: 3 clusters Score -833918.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -834087.375000 Penalty: 2860.966553
	Iteration 9Q: 3 clusters Score -834087.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -834216.750000 Penalty: 2860.966553
	Iteration 10Q: 3 clusters Score -834216.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -834315.687500 Penalty: 2860.966553
	Iteration 11Q: 3 clusters Score -834315.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -834386.687500 Penalty: 2860.966553
	Iteration 12Q: 3 clusters Score -834386.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -834446.500000 Penalty: 2860.966553
	Iteration 13Q: 3 clusters Score -834446.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -834491.875000 Penalty: 2860.966553
	Iteration 14Q: 3 clusters Score -834491.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -834522.937500 Penalty: 2860.966553
	Iteration 15Q: 3 clusters Score -834522.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -834548.937500 Penalty: 2860.966553
	Iteration 16Q: 3 clusters Score -834548.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -834571.250000 Penalty: 2860.966553
	Iteration 17Q: 3 clusters Score -834571.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -834585.875000 Penalty: 2860.966553
	Iteration 18Q: 3 clusters Score -834585.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -834602.187500 Penalty: 2860.966553
	Iteration 19Q: 3 clusters Score -834602.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -834611.250000 Penalty: 2860.966553
	Iteration 20F: 3 clusters Score -834611.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -834618.312500 Penalty: 2860.966553
	Iteration 21Q: 3 clusters Score -834618.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -834626.625000 Penalty: 2860.966553
	Iteration 22Q: 3 clusters Score -834626.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -834632.312500 Penalty: 2860.966553
	Iteration 23Q: 3 clusters Score -834632.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -834638.500000 Penalty: 2860.966553
	Iteration 24Q: 3 clusters Score -834638.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -834644.625000 Penalty: 2860.966553
	Iteration 25Q: 3 clusters Score -834644.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -834649.062500 Penalty: 2860.966553
	Iteration 26Q: 3 clusters Score -834649.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -834656.687500 Penalty: 2860.966553
	Iteration 27Q: 3 clusters Score -834656.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -834669.250000 Penalty: 2860.966553
	Iteration 28Q: 3 clusters Score -834669.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -834678.250000 Penalty: 2860.966553
	Iteration 29Q: 3 clusters Score -834678.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -834687.625000 Penalty: 2860.966553
	Iteration 30Q: 3 clusters Score -834687.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -834696.562500 Penalty: 2860.966553
	Iteration 31Q: 3 clusters Score -834696.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -834702.375000 Penalty: 2860.966553
	Iteration 32Q: 3 clusters Score -834702.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -834710.625000 Penalty: 2860.966553
	Iteration 33Q: 3 clusters Score -834710.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -834721.875000 Penalty: 2860.966553
	Iteration 34Q: 3 clusters Score -834721.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -834729.875000 Penalty: 2860.966553
	Iteration 35Q: 3 clusters Score -834729.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -834744.062500 Penalty: 2860.966553
	Iteration 36Q: 3 clusters Score -834744.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -834755.437500 Penalty: 2860.966553
	Iteration 37Q: 3 clusters Score -834755.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -834767.250000 Penalty: 2860.966553
	Iteration 38Q: 3 clusters Score -834767.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -834777.625000 Penalty: 2860.966553
	Iteration 39Q: 3 clusters Score -834777.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -834787.375000 Penalty: 2860.966553
	Iteration 40F: 3 clusters Score -834787.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -834795.625000 Penalty: 2860.966553
	Iteration 41Q: 3 clusters Score -834795.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -834806.750000 Penalty: 2860.966553
	Iteration 42Q: 3 clusters Score -834806.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -834820.125000 Penalty: 2860.966553
	Iteration 43Q: 3 clusters Score -834820.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -834842.375000 Penalty: 2860.966553
	Iteration 44Q: 3 clusters Score -834842.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -834869.500000 Penalty: 2860.966553
	Iteration 45Q: 3 clusters Score -834869.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -834904.312500 Penalty: 2860.966553
	Iteration 46Q: 3 clusters Score -834904.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -834936.312500 Penalty: 2860.966553
	Iteration 47Q: 3 clusters Score -834936.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -834966.875000 Penalty: 2860.966553
	Iteration 48Q: 3 clusters Score -834966.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -834981.750000 Penalty: 2860.966553
	Iteration 49Q: 3 clusters Score -834981.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -834990.812500 Penalty: 2860.966553
	Iteration 50Q: 3 clusters Score -834990.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -834998.812500 Penalty: 2860.966553
	Iteration 51Q: 3 clusters Score -834998.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -835010.062500 Penalty: 2860.966553
	Iteration 52Q: 3 clusters Score -835010.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -835020.625000 Penalty: 2860.966553
	Iteration 53Q: 3 clusters Score -835020.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -835028.312500 Penalty: 2860.966553
	Iteration 54Q: 3 clusters Score -835028.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -835035.687500 Penalty: 2860.966553
	Iteration 55Q: 3 clusters Score -835035.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -835039.375000 Penalty: 2860.966553
	Iteration 56Q: 3 clusters Score -835039.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -835038.625000 Penalty: 2860.966553
	Iteration 57Q: 3 clusters Score -835038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -835043.312500 Penalty: 2860.966553
	Iteration 58Q: 3 clusters Score -835043.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -835046.437500 Penalty: 2860.966553
	Iteration 59Q: 3 clusters Score -835046.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -835048.937500 Penalty: 2860.966553
	Iteration 60F: 3 clusters Score -835048.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -835051.875000 Penalty: 2860.966553
	Iteration 61Q: 3 clusters Score -835051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -835054.625000 Penalty: 2860.966553
	Iteration 62Q: 3 clusters Score -835054.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -835062.250000 Penalty: 2860.966553
	Iteration 63Q: 3 clusters Score -835062.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -835068.875000 Penalty: 2860.966553
	Iteration 64Q: 3 clusters Score -835068.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -835075.750000 Penalty: 2860.966553
	Iteration 65Q: 3 clusters Score -835075.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -835083.375000 Penalty: 2860.966553
	Iteration 66Q: 3 clusters Score -835083.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -835091.812500 Penalty: 2860.966553
	Iteration 67Q: 3 clusters Score -835091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -835098.250000 Penalty: 2860.966553
	Iteration 68Q: 3 clusters Score -835098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -835103.750000 Penalty: 2860.966553
	Iteration 69Q: 3 clusters Score -835103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -835105.562500 Penalty: 2860.966553
	Iteration 70Q: 3 clusters Score -835105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -835106.437500 Penalty: 2860.966553
	Iteration 71Q: 3 clusters Score -835106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -835106.687500 Penalty: 2860.966553
	Iteration 72Q: 3 clusters Score -835106.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -835107.875000 Penalty: 2860.966553
	Iteration 73Q: 3 clusters Score -835107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -835109.125000 Penalty: 2860.966553
	Iteration 74Q: 3 clusters Score -835109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -835109.750000 Penalty: 2860.966553
	Iteration 75Q: 3 clusters Score -835109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -835109.687500 Penalty: 2860.966553
	Iteration 76Q: 3 clusters Score -835109.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -835109.687500 Penalty: 2860.966553
	Iteration 77F: 3 clusters Score -835109.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83390 members 
Entering Unmasked Estep 
Score: -10688157.000000 Penalty: 1841.333618
	Iteration 0F: 2 clusters Score -1.068816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -10632914.000000 Penalty: 3682.667236
	Iteration 0F: 3 clusters Score -1.063291e+07 nChanged 39784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -10655671.000000 Penalty: 3682.667236
	Iteration 1F: 3 clusters Score -1.065567e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -10656240.000000 Penalty: 3682.667236
	Iteration 2Q: 3 clusters Score -1.065624e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -10656820.000000 Penalty: 3682.667236
	Iteration 3Q: 3 clusters Score -1.065682e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -10657328.000000 Penalty: 3682.667236
	Iteration 4Q: 3 clusters Score -1.065733e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -10658058.000000 Penalty: 3682.667236
	Iteration 5Q: 3 clusters Score -1.065806e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -10658959.000000 Penalty: 3682.667236
	Iteration 6Q: 3 clusters Score -1.065896e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -10660231.000000 Penalty: 3682.667236
	Iteration 7Q: 3 clusters Score -1.066023e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -10662244.000000 Penalty: 3682.667236
	Iteration 8Q: 3 clusters Score -1.066224e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -10664957.000000 Penalty: 3682.667236
	Iteration 9F: 3 clusters Score -1.066496e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -10667937.000000 Penalty: 3682.667236
	Iteration 10F: 3 clusters Score -1.066794e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -10670503.000000 Penalty: 3682.667236
	Iteration 11F: 3 clusters Score -1.06705e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -10671870.000000 Penalty: 3682.667236
	Iteration 12Q: 3 clusters Score -1.067187e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -10672509.000000 Penalty: 3682.667236
	Iteration 13Q: 3 clusters Score -1.067251e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -10672780.000000 Penalty: 3682.667236
	Iteration 14Q: 3 clusters Score -1.067278e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -10672980.000000 Penalty: 3682.667236
	Iteration 15Q: 3 clusters Score -1.067298e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -10673194.000000 Penalty: 3682.667236
	Iteration 16Q: 3 clusters Score -1.067319e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -10673435.000000 Penalty: 3682.667236
	Iteration 17Q: 3 clusters Score -1.067344e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -10673681.000000 Penalty: 3682.667236
	Iteration 18Q: 3 clusters Score -1.067368e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 58258 members 
Entering Unmasked Estep 
Score: -10673931.000000 Penalty: 3682.667236
	Iteration 19Q: 3 clusters Score -1.067393e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -10674209.000000 Penalty: 3682.667236
	Iteration 20F: 3 clusters Score -1.067421e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -10674552.000000 Penalty: 3682.667236
	Iteration 21Q: 3 clusters Score -1.067455e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -10675078.000000 Penalty: 3682.667236
	Iteration 22Q: 3 clusters Score -1.067508e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 64224 members 
Entering Unmasked Estep 
Score: -10675667.000000 Penalty: 3682.667236
	Iteration 23Q: 3 clusters Score -1.067567e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -10676351.000000 Penalty: 3682.667236
	Iteration 24Q: 3 clusters Score -1.067635e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 67723 members 
Entering Unmasked Estep 
Score: -10677114.000000 Penalty: 3682.667236
	Iteration 25Q: 3 clusters Score -1.067711e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -10677842.000000 Penalty: 3682.667236
	Iteration 26Q: 3 clusters Score -1.067784e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 71146 members 
Entering Unmasked Estep 
Score: -10678577.000000 Penalty: 3682.667236
	Iteration 27Q: 3 clusters Score -1.067858e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -10679348.000000 Penalty: 3682.667236
	Iteration 28Q: 3 clusters Score -1.067935e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -10680116.000000 Penalty: 3682.667236
	Iteration 29Q: 3 clusters Score -1.068012e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -10680963.000000 Penalty: 3682.667236
	Iteration 30Q: 3 clusters Score -1.068096e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 77257 members 
Entering Unmasked Estep 
Score: -10681821.000000 Penalty: 3682.667236
	Iteration 31Q: 3 clusters Score -1.068182e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -10682554.000000 Penalty: 3682.667236
	Iteration 32Q: 3 clusters Score -1.068255e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -10683289.000000 Penalty: 3682.667236
	Iteration 33Q: 3 clusters Score -1.068329e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -10684081.000000 Penalty: 3682.667236
	Iteration 34Q: 3 clusters Score -1.068408e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -10684804.000000 Penalty: 3682.667236
	Iteration 35Q: 3 clusters Score -1.06848e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -10685410.000000 Penalty: 3682.667236
	Iteration 36Q: 3 clusters Score -1.068541e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
Score: -10685811.000000 Penalty: 3682.667236
	Iteration 37Q: 3 clusters Score -1.068581e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 82802 members 
Entering Unmasked Estep 
Score: -10686109.000000 Penalty: 3682.667236
	Iteration 38Q: 3 clusters Score -1.068611e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 82946 members 
Entering Unmasked Estep 
Score: -10686274.000000 Penalty: 3682.667236
	Iteration 39Q: 3 clusters Score -1.068627e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 83032 members 
Entering Unmasked Estep 
Score: -10686368.000000 Penalty: 3682.667236
	Iteration 40F: 3 clusters Score -1.068637e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 83074 members 
Entering Unmasked Estep 
Score: -10686411.000000 Penalty: 3682.667236
	Iteration 41Q: 3 clusters Score -1.068641e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -10686454.000000 Penalty: 3682.667236
	Iteration 42Q: 3 clusters Score -1.068645e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -10686489.000000 Penalty: 3682.667236
	Iteration 43Q: 3 clusters Score -1.068649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 83145 members 
Entering Unmasked Estep 
Score: -10686507.000000 Penalty: 3682.667236
	Iteration 44Q: 3 clusters Score -1.068651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -10686521.000000 Penalty: 3682.667236
	Iteration 45Q: 3 clusters Score -1.068652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 83157 members 
Entering Unmasked Estep 
Score: -10686526.000000 Penalty: 3682.667236
	Iteration 46Q: 3 clusters Score -1.068653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -10686525.000000 Penalty: 3682.667236
	Iteration 47Q: 3 clusters Score -1.068652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 83166 members 
Entering Unmasked Estep 
Score: -10686534.000000 Penalty: 3682.667236
	Iteration 48Q: 3 clusters Score -1.068653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 83169 members 
Entering Unmasked Estep 
Score: -10686543.000000 Penalty: 3682.667236
	Iteration 49Q: 3 clusters Score -1.068654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -10686540.000000 Penalty: 3682.667236
	Iteration 50Q: 3 clusters Score -1.068654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -10686542.000000 Penalty: 3682.667236
	Iteration 51Q: 3 clusters Score -1.068654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 83174 members 
Entering Unmasked Estep 
Score: -10686544.000000 Penalty: 3682.667236
	Iteration 52Q: 3 clusters Score -1.068654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 83174 members 
Entering Unmasked Estep 
Score: -10686544.000000 Penalty: 3682.667236
	Iteration 53F: 3 clusters Score -1.068654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Entering Unmasked Estep 
Score: -3360946.500000 Penalty: 1654.253296
	Iteration 0F: 2 clusters Score -3360946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3343165.000000 Penalty: 3308.506592
	Iteration 0F: 3 clusters Score -3343165 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -3349948.500000 Penalty: 3308.506592
	Iteration 1F: 3 clusters Score -3349948 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3350397.250000 Penalty: 3308.506592
	Iteration 2Q: 3 clusters Score -3350397 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -3350814.750000 Penalty: 3308.506592
	Iteration 3Q: 3 clusters Score -3350815 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3351204.000000 Penalty: 3308.506592
	Iteration 4Q: 3 clusters Score -3351204 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3351572.000000 Penalty: 3308.506592
	Iteration 5Q: 3 clusters Score -3351572 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -3351913.000000 Penalty: 3308.506592
	Iteration 6Q: 3 clusters Score -3351913 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3352266.000000 Penalty: 3308.506592
	Iteration 7Q: 3 clusters Score -3352266 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3352625.000000 Penalty: 3308.506592
	Iteration 8Q: 3 clusters Score -3352625 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3353029.750000 Penalty: 3308.506592
	Iteration 9Q: 3 clusters Score -3353030 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3353432.250000 Penalty: 3308.506592
	Iteration 10Q: 3 clusters Score -3353432 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3353852.000000 Penalty: 3308.506592
	Iteration 11Q: 3 clusters Score -3353852 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3354315.750000 Penalty: 3308.506592
	Iteration 12Q: 3 clusters Score -3354316 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3354733.500000 Penalty: 3308.506592
	Iteration 13Q: 3 clusters Score -3354734 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3355094.500000 Penalty: 3308.506592
	Iteration 14Q: 3 clusters Score -3355094 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -3355355.500000 Penalty: 3308.506592
	Iteration 15Q: 3 clusters Score -3355356 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3355555.500000 Penalty: 3308.506592
	Iteration 16Q: 3 clusters Score -3355556 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3355684.250000 Penalty: 3308.506592
	Iteration 17Q: 3 clusters Score -3355684 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3355795.000000 Penalty: 3308.506592
	Iteration 18Q: 3 clusters Score -3355795 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3355849.250000 Penalty: 3308.506592
	Iteration 19Q: 3 clusters Score -3355849 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3355932.000000 Penalty: 3308.506592
	Iteration 20F: 3 clusters Score -3355932 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -3356006.250000 Penalty: 3308.506592
	Iteration 21Q: 3 clusters Score -3356006 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -3356086.250000 Penalty: 3308.506592
	Iteration 22Q: 3 clusters Score -3356086 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3356185.000000 Penalty: 3308.506592
	Iteration 23Q: 3 clusters Score -3356185 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -3356280.500000 Penalty: 3308.506592
	Iteration 24Q: 3 clusters Score -3356280 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3356386.750000 Penalty: 3308.506592
	Iteration 25Q: 3 clusters Score -3356387 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -3356502.500000 Penalty: 3308.506592
	Iteration 26Q: 3 clusters Score -3356502 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3356634.250000 Penalty: 3308.506592
	Iteration 27Q: 3 clusters Score -3356634 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -3356788.500000 Penalty: 3308.506592
	Iteration 28Q: 3 clusters Score -3356788 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3356975.750000 Penalty: 3308.506592
	Iteration 29Q: 3 clusters Score -3356976 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3357201.000000 Penalty: 3308.506592
	Iteration 30Q: 3 clusters Score -3357201 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3357442.750000 Penalty: 3308.506592
	Iteration 31Q: 3 clusters Score -3357443 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3357704.250000 Penalty: 3308.506592
	Iteration 32Q: 3 clusters Score -3357704 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3357961.250000 Penalty: 3308.506592
	Iteration 33Q: 3 clusters Score -3357961 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3358222.750000 Penalty: 3308.506592
	Iteration 34Q: 3 clusters Score -3358223 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3358518.750000 Penalty: 3308.506592
	Iteration 35Q: 3 clusters Score -3358519 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3358763.000000 Penalty: 3308.506592
	Iteration 36Q: 3 clusters Score -3358763 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3358949.250000 Penalty: 3308.506592
	Iteration 37Q: 3 clusters Score -3358949 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3359096.500000 Penalty: 3308.506592
	Iteration 38Q: 3 clusters Score -3359096 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3359202.750000 Penalty: 3308.506592
	Iteration 39Q: 3 clusters Score -3359203 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3359279.750000 Penalty: 3308.506592
	Iteration 40F: 3 clusters Score -3359280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3359328.000000 Penalty: 3308.506592
	Iteration 41Q: 3 clusters Score -3359328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3359352.750000 Penalty: 3308.506592
	Iteration 42Q: 3 clusters Score -3359353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3359375.000000 Penalty: 3308.506592
	Iteration 43Q: 3 clusters Score -3359375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3359394.250000 Penalty: 3308.506592
	Iteration 44Q: 3 clusters Score -3359394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3359411.750000 Penalty: 3308.506592
	Iteration 45Q: 3 clusters Score -3359412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3359426.000000 Penalty: 3308.506592
	Iteration 46Q: 3 clusters Score -3359426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3359436.500000 Penalty: 3308.506592
	Iteration 47Q: 3 clusters Score -3359436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3359446.750000 Penalty: 3308.506592
	Iteration 48Q: 3 clusters Score -3359447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3359447.750000 Penalty: 3308.506592
	Iteration 49Q: 3 clusters Score -3359448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3359451.000000 Penalty: 3308.506592
	Iteration 50Q: 3 clusters Score -3359451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3359452.500000 Penalty: 3308.506592
	Iteration 51Q: 3 clusters Score -3359452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3359462.000000 Penalty: 3308.506592
	Iteration 52Q: 3 clusters Score -3359462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3359459.750000 Penalty: 3308.506592
	Iteration 53Q: 3 clusters Score -3359460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3359463.250000 Penalty: 3308.506592
	Iteration 54Q: 3 clusters Score -3359463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3359463.500000 Penalty: 3308.506592
	Iteration 55Q: 3 clusters Score -3359464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3359462.500000 Penalty: 3308.506592
	Iteration 56Q: 3 clusters Score -3359462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3359461.750000 Penalty: 3308.506592
	Iteration 57Q: 3 clusters Score -3359462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3359465.250000 Penalty: 3308.506592
	Iteration 58Q: 3 clusters Score -3359465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3359465.000000 Penalty: 3308.506592
	Iteration 59Q: 3 clusters Score -3359465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3359465.000000 Penalty: 3308.506592
	Iteration 60F: 3 clusters Score -3359465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -167359.953125 Penalty: 1175.671021
	Iteration 0F: 2 clusters Score -167360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -165666.859375 Penalty: 2351.342041
	Iteration 0F: 3 clusters Score -165666.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165971.578125 Penalty: 2351.342041
	Iteration 1F: 3 clusters Score -165971.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -166060.250000 Penalty: 2351.342041
	Iteration 2F: 3 clusters Score -166060.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -166135.140625 Penalty: 2351.342041
	Iteration 3Q: 3 clusters Score -166135.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -166194.875000 Penalty: 2351.342041
	Iteration 4Q: 3 clusters Score -166194.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -166248.968750 Penalty: 2351.342041
	Iteration 5Q: 3 clusters Score -166249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -166281.609375 Penalty: 2351.342041
	Iteration 6Q: 3 clusters Score -166281.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -166310.203125 Penalty: 2351.342041
	Iteration 7Q: 3 clusters Score -166310.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -166338.296875 Penalty: 2351.342041
	Iteration 8Q: 3 clusters Score -166338.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -166358.734375 Penalty: 2351.342041
	Iteration 9Q: 3 clusters Score -166358.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -166375.843750 Penalty: 2351.342041
	Iteration 10Q: 3 clusters Score -166375.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -166390.796875 Penalty: 2351.342041
	Iteration 11Q: 3 clusters Score -166390.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -166401.484375 Penalty: 2351.342041
	Iteration 12Q: 3 clusters Score -166401.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -166407.000000 Penalty: 2351.342041
	Iteration 13Q: 3 clusters Score -166407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -166411.406250 Penalty: 2351.342041
	Iteration 14Q: 3 clusters Score -166411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -166411.750000 Penalty: 2351.342041
	Iteration 15Q: 3 clusters Score -166411.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -166411.750000 Penalty: 2351.342041
	Iteration 16F: 3 clusters Score -166411.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Entering Unmasked Estep 
Score: -1251359.125000 Penalty: 1501.294189
	Iteration 0F: 2 clusters Score -1251359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1244059.875000 Penalty: 3002.588379
	Iteration 0F: 3 clusters Score -1244060 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1246405.750000 Penalty: 3002.588379
	Iteration 1F: 3 clusters Score -1246406 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1246696.375000 Penalty: 3002.588379
	Iteration 2F: 3 clusters Score -1246696 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1246962.000000 Penalty: 3002.588379
	Iteration 3F: 3 clusters Score -1246962 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1247223.875000 Penalty: 3002.588379
	Iteration 4Q: 3 clusters Score -1247224 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1247489.000000 Penalty: 3002.588379
	Iteration 5Q: 3 clusters Score -1247489 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1247741.125000 Penalty: 3002.588379
	Iteration 6Q: 3 clusters Score -1247741 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1248011.125000 Penalty: 3002.588379
	Iteration 7Q: 3 clusters Score -1248011 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1248295.500000 Penalty: 3002.588379
	Iteration 8Q: 3 clusters Score -1248296 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1248557.375000 Penalty: 3002.588379
	Iteration 9Q: 3 clusters Score -1248557 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1248836.500000 Penalty: 3002.588379
	Iteration 10Q: 3 clusters Score -1248836 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1249116.000000 Penalty: 3002.588379
	Iteration 11Q: 3 clusters Score -1249116 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1249356.875000 Penalty: 3002.588379
	Iteration 12Q: 3 clusters Score -1249357 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1249554.750000 Penalty: 3002.588379
	Iteration 13Q: 3 clusters Score -1249555 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1249666.625000 Penalty: 3002.588379
	Iteration 14Q: 3 clusters Score -1249667 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1249729.750000 Penalty: 3002.588379
	Iteration 15Q: 3 clusters Score -1249730 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1249765.875000 Penalty: 3002.588379
	Iteration 16Q: 3 clusters Score -1249766 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1249793.000000 Penalty: 3002.588379
	Iteration 17Q: 3 clusters Score -1249793 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1249822.125000 Penalty: 3002.588379
	Iteration 18Q: 3 clusters Score -1249822 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1249847.875000 Penalty: 3002.588379
	Iteration 19Q: 3 clusters Score -1249848 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1249877.625000 Penalty: 3002.588379
	Iteration 20F: 3 clusters Score -1249878 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1249900.250000 Penalty: 3002.588379
	Iteration 21Q: 3 clusters Score -1249900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1249916.750000 Penalty: 3002.588379
	Iteration 22Q: 3 clusters Score -1249917 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1249927.750000 Penalty: 3002.588379
	Iteration 23Q: 3 clusters Score -1249928 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1249941.125000 Penalty: 3002.588379
	Iteration 24Q: 3 clusters Score -1249941 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1249955.750000 Penalty: 3002.588379
	Iteration 25Q: 3 clusters Score -1249956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1249965.250000 Penalty: 3002.588379
	Iteration 26Q: 3 clusters Score -1249965 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1249979.875000 Penalty: 3002.588379
	Iteration 27Q: 3 clusters Score -1249980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1249991.375000 Penalty: 3002.588379
	Iteration 28Q: 3 clusters Score -1249991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1250000.750000 Penalty: 3002.588379
	Iteration 29Q: 3 clusters Score -1250001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1250009.500000 Penalty: 3002.588379
	Iteration 30Q: 3 clusters Score -1250010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1250016.625000 Penalty: 3002.588379
	Iteration 31Q: 3 clusters Score -1250017 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1250023.750000 Penalty: 3002.588379
	Iteration 32Q: 3 clusters Score -1250024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1250031.875000 Penalty: 3002.588379
	Iteration 33Q: 3 clusters Score -1250032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1250038.500000 Penalty: 3002.588379
	Iteration 34Q: 3 clusters Score -1250038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1250038.250000 Penalty: 3002.588379
	Iteration 35Q: 3 clusters Score -1250038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1250043.875000 Penalty: 3002.588379
	Iteration 36Q: 3 clusters Score -1250044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1250044.500000 Penalty: 3002.588379
	Iteration 37Q: 3 clusters Score -1250044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1250045.125000 Penalty: 3002.588379
	Iteration 38Q: 3 clusters Score -1250045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1250044.875000 Penalty: 3002.588379
	Iteration 39Q: 3 clusters Score -1250045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1250049.875000 Penalty: 3002.588379
	Iteration 40F: 3 clusters Score -1250050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1250050.875000 Penalty: 3002.588379
	Iteration 41Q: 3 clusters Score -1250051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1250051.125000 Penalty: 3002.588379
	Iteration 42Q: 3 clusters Score -1250051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1250054.750000 Penalty: 3002.588379
	Iteration 43Q: 3 clusters Score -1250055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1250055.250000 Penalty: 3002.588379
	Iteration 44Q: 3 clusters Score -1250055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1250055.875000 Penalty: 3002.588379
	Iteration 45Q: 3 clusters Score -1250056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1250058.500000 Penalty: 3002.588379
	Iteration 46Q: 3 clusters Score -1250058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1250058.875000 Penalty: 3002.588379
	Iteration 47Q: 3 clusters Score -1250059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1250058.125000 Penalty: 3002.588379
	Iteration 48Q: 3 clusters Score -1250058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1250057.750000 Penalty: 3002.588379
	Iteration 49Q: 3 clusters Score -1250058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1250058.625000 Penalty: 3002.588379
	Iteration 50Q: 3 clusters Score -1250059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1250058.375000 Penalty: 3002.588379
	Iteration 51Q: 3 clusters Score -1250058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1250060.000000 Penalty: 3002.588379
	Iteration 52Q: 3 clusters Score -1250060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1250059.625000 Penalty: 3002.588379
	Iteration 53Q: 3 clusters Score -1250060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1250059.000000 Penalty: 3002.588379
	Iteration 54Q: 3 clusters Score -1250059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1250057.750000 Penalty: 3002.588379
	Iteration 55Q: 3 clusters Score -1250058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1250056.250000 Penalty: 3002.588379
	Iteration 56Q: 3 clusters Score -1250056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1250056.875000 Penalty: 3002.588379
	Iteration 57Q: 3 clusters Score -1250057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1250055.875000 Penalty: 3002.588379
	Iteration 58Q: 3 clusters Score -1250056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1250055.875000 Penalty: 3002.588379
	Iteration 59F: 3 clusters Score -1250056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (117796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117796 members 
Entering Unmasked Estep 
Score: -15056256.000000 Penalty: 1897.465210
	Iteration 0F: 2 clusters Score -1.505626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -14978333.000000 Penalty: 3794.930420
	Iteration 0F: 3 clusters Score -1.497833e+07 nChanged 56670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -15011740.000000 Penalty: 3794.930420
	Iteration 1F: 3 clusters Score -1.501174e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 56831 members 
Entering Unmasked Estep 
Score: -15013073.000000 Penalty: 3794.930420
	Iteration 2Q: 3 clusters Score -1.501307e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -15014971.000000 Penalty: 3794.930420
	Iteration 3Q: 3 clusters Score -1.501497e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -15017513.000000 Penalty: 3794.930420
	Iteration 4F: 3 clusters Score -1.501751e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -15020324.000000 Penalty: 3794.930420
	Iteration 5F: 3 clusters Score -1.502032e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -15023295.000000 Penalty: 3794.930420
	Iteration 6F: 3 clusters Score -1.50233e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75161 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -15026290.000000 Penalty: 3794.930420
	Iteration 7F: 3 clusters Score -1.502629e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -15029011.000000 Penalty: 3794.930420
	Iteration 8F: 3 clusters Score -1.502901e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83429 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -15030941.000000 Penalty: 3794.930420
	Iteration 9Q: 3 clusters Score -1.503094e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87645 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -15032834.000000 Penalty: 3794.930420
	Iteration 10Q: 3 clusters Score -1.503283e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91947 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -15034761.000000 Penalty: 3794.930420
	Iteration 11Q: 3 clusters Score -1.503476e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -15037146.000000 Penalty: 3794.930420
	Iteration 12Q: 3 clusters Score -1.503715e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100979 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -15039850.000000 Penalty: 3794.930420
	Iteration 13Q: 3 clusters Score -1.503985e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105379 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -15042915.000000 Penalty: 3794.930420
	Iteration 14Q: 3 clusters Score -1.504292e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109292 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -15045998.000000 Penalty: 3794.930420
	Iteration 15Q: 3 clusters Score -1.5046e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112383 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -15049635.000000 Penalty: 3794.930420
	Iteration 16Q: 3 clusters Score -1.504964e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114738 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -15052022.000000 Penalty: 3794.930420
	Iteration 17Q: 3 clusters Score -1.505202e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116138 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -15053212.000000 Penalty: 3794.930420
	Iteration 18Q: 3 clusters Score -1.505321e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116843 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -15053881.000000 Penalty: 3794.930420
	Iteration 19Q: 3 clusters Score -1.505388e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117119 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -15054155.000000 Penalty: 3794.930420
	Iteration 20F: 3 clusters Score -1.505416e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117259 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15054280.000000 Penalty: 3794.930420
	Iteration 21Q: 3 clusters Score -1.505428e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117331 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -15054384.000000 Penalty: 3794.930420
	Iteration 22Q: 3 clusters Score -1.505438e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117376 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -15054415.000000 Penalty: 3794.930420
	Iteration 23Q: 3 clusters Score -1.505442e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117417 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -15054470.000000 Penalty: 3794.930420
	Iteration 24Q: 3 clusters Score -1.505447e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117438 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -15054493.000000 Penalty: 3794.930420
	Iteration 25Q: 3 clusters Score -1.505449e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117452 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -15054520.000000 Penalty: 3794.930420
	Iteration 26Q: 3 clusters Score -1.505452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117458 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -15054526.000000 Penalty: 3794.930420
	Iteration 27Q: 3 clusters Score -1.505453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117469 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -15054545.000000 Penalty: 3794.930420
	Iteration 28Q: 3 clusters Score -1.505454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117474 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -15054553.000000 Penalty: 3794.930420
	Iteration 29Q: 3 clusters Score -1.505455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117483 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15054564.000000 Penalty: 3794.930420
	Iteration 30Q: 3 clusters Score -1.505456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117490 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -15054577.000000 Penalty: 3794.930420
	Iteration 31Q: 3 clusters Score -1.505458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -15054584.000000 Penalty: 3794.930420
	Iteration 32Q: 3 clusters Score -1.505458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117500 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -15054599.000000 Penalty: 3794.930420
	Iteration 33Q: 3 clusters Score -1.50546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117504 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -15054605.000000 Penalty: 3794.930420
	Iteration 34Q: 3 clusters Score -1.50546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117510 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -15054628.000000 Penalty: 3794.930420
	Iteration 35Q: 3 clusters Score -1.505463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117515 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -15054639.000000 Penalty: 3794.930420
	Iteration 36Q: 3 clusters Score -1.505464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117521 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15054641.000000 Penalty: 3794.930420
	Iteration 37Q: 3 clusters Score -1.505464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117525 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -15054658.000000 Penalty: 3794.930420
	Iteration 38Q: 3 clusters Score -1.505466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117525 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -15054656.000000 Penalty: 3794.930420
	Iteration 39Q: 3 clusters Score -1.505466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117527 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15054664.000000 Penalty: 3794.930420
	Iteration 40F: 3 clusters Score -1.505466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117529 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15054670.000000 Penalty: 3794.930420
	Iteration 41Q: 3 clusters Score -1.505467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117530 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15054663.000000 Penalty: 3794.930420
	Iteration 42Q: 3 clusters Score -1.505466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117530 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15054663.000000 Penalty: 3794.930420
	Iteration 43F: 3 clusters Score -1.505466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -582243.500000 Penalty: 1387.134277
	Iteration 0F: 2 clusters Score -582243.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -578175.312500 Penalty: 2774.268555
	Iteration 0F: 3 clusters Score -578175.3 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -579381.312500 Penalty: 2774.268555
	Iteration 1F: 3 clusters Score -579381.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -579656.000000 Penalty: 2774.268555
	Iteration 2F: 3 clusters Score -579656 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -579867.062500 Penalty: 2774.268555
	Iteration 3F: 3 clusters Score -579867.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -580044.437500 Penalty: 2774.268555
	Iteration 4F: 3 clusters Score -580044.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -580205.062500 Penalty: 2774.268555
	Iteration 5Q: 3 clusters Score -580205.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -580369.125000 Penalty: 2774.268555
	Iteration 6Q: 3 clusters Score -580369.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -580510.250000 Penalty: 2774.268555
	Iteration 7Q: 3 clusters Score -580510.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -580625.500000 Penalty: 2774.268555
	Iteration 8Q: 3 clusters Score -580625.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -580697.625000 Penalty: 2774.268555
	Iteration 9Q: 3 clusters Score -580697.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -580769.312500 Penalty: 2774.268555
	Iteration 10Q: 3 clusters Score -580769.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -580836.312500 Penalty: 2774.268555
	Iteration 11Q: 3 clusters Score -580836.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -580882.187500 Penalty: 2774.268555
	Iteration 12Q: 3 clusters Score -580882.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -580929.375000 Penalty: 2774.268555
	Iteration 13Q: 3 clusters Score -580929.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -580976.062500 Penalty: 2774.268555
	Iteration 14Q: 3 clusters Score -580976.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -581019.125000 Penalty: 2774.268555
	Iteration 15Q: 3 clusters Score -581019.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -581066.937500 Penalty: 2774.268555
	Iteration 16Q: 3 clusters Score -581066.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -581097.250000 Penalty: 2774.268555
	Iteration 17Q: 3 clusters Score -581097.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -581126.500000 Penalty: 2774.268555
	Iteration 18Q: 3 clusters Score -581126.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -581155.062500 Penalty: 2774.268555
	Iteration 19Q: 3 clusters Score -581155.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -581178.562500 Penalty: 2774.268555
	Iteration 20F: 3 clusters Score -581178.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -581201.687500 Penalty: 2774.268555
	Iteration 21Q: 3 clusters Score -581201.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -581219.375000 Penalty: 2774.268555
	Iteration 22Q: 3 clusters Score -581219.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -581244.875000 Penalty: 2774.268555
	Iteration 23Q: 3 clusters Score -581244.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -581263.562500 Penalty: 2774.268555
	Iteration 24Q: 3 clusters Score -581263.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -581278.125000 Penalty: 2774.268555
	Iteration 25Q: 3 clusters Score -581278.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -581293.437500 Penalty: 2774.268555
	Iteration 26Q: 3 clusters Score -581293.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -581313.562500 Penalty: 2774.268555
	Iteration 27Q: 3 clusters Score -581313.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -581342.625000 Penalty: 2774.268555
	Iteration 28Q: 3 clusters Score -581342.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -581373.875000 Penalty: 2774.268555
	Iteration 29Q: 3 clusters Score -581373.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -581415.500000 Penalty: 2774.268555
	Iteration 30Q: 3 clusters Score -581415.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -581456.250000 Penalty: 2774.268555
	Iteration 31Q: 3 clusters Score -581456.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -581512.812500 Penalty: 2774.268555
	Iteration 32Q: 3 clusters Score -581512.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -581581.562500 Penalty: 2774.268555
	Iteration 33Q: 3 clusters Score -581581.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -581639.500000 Penalty: 2774.268555
	Iteration 34Q: 3 clusters Score -581639.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -581680.687500 Penalty: 2774.268555
	Iteration 35Q: 3 clusters Score -581680.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -581725.750000 Penalty: 2774.268555
	Iteration 36Q: 3 clusters Score -581725.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -581788.062500 Penalty: 2774.268555
	Iteration 37Q: 3 clusters Score -581788.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -581863.687500 Penalty: 2774.268555
	Iteration 38Q: 3 clusters Score -581863.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -581926.625000 Penalty: 2774.268555
	Iteration 39Q: 3 clusters Score -581926.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -581970.250000 Penalty: 2774.268555
	Iteration 40F: 3 clusters Score -581970.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -582000.500000 Penalty: 2774.268555
	Iteration 41Q: 3 clusters Score -582000.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -582031.750000 Penalty: 2774.268555
	Iteration 42Q: 3 clusters Score -582031.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -582051.562500 Penalty: 2774.268555
	Iteration 43Q: 3 clusters Score -582051.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -582061.062500 Penalty: 2774.268555
	Iteration 44Q: 3 clusters Score -582061.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -582070.875000 Penalty: 2774.268555
	Iteration 45Q: 3 clusters Score -582070.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -582080.437500 Penalty: 2774.268555
	Iteration 46Q: 3 clusters Score -582080.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -582086.687500 Penalty: 2774.268555
	Iteration 47Q: 3 clusters Score -582086.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -582093.375000 Penalty: 2774.268555
	Iteration 48Q: 3 clusters Score -582093.4 nChanged 19
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: -582098.875000 Penalty: 2774.268555
	Iteration 49Q: 3 clusters Score -582098.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -582101.875000 Penalty: 2774.268555
	Iteration 50Q: 3 clusters Score -582101.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -582108.125000 Penalty: 2774.268555
	Iteration 51Q: 3 clusters Score -582108.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -582109.312500 Penalty: 2774.268555
	Iteration 52Q: 3 clusters Score -582109.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -582112.000000 Penalty: 2774.268555
	Iteration 53Q: 3 clusters Score -582112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -582116.562500 Penalty: 2774.268555
	Iteration 54Q: 3 clusters Score -582116.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -582117.875000 Penalty: 2774.268555
	Iteration 55Q: 3 clusters Score -582117.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -582120.937500 Penalty: 2774.268555
	Iteration 56Q: 3 clusters Score -582120.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -582124.500000 Penalty: 2774.268555
	Iteration 57Q: 3 clusters Score -582124.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -582127.875000 Penalty: 2774.268555
	Iteration 58Q: 3 clusters Score -582127.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -582129.312500 Penalty: 2774.268555
	Iteration 59Q: 3 clusters Score -582129.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -582134.000000 Penalty: 2774.268555
	Iteration 60F: 3 clusters Score -582134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -582139.750000 Penalty: 2774.268555
	Iteration 61Q: 3 clusters Score -582139.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -582143.687500 Penalty: 2774.268555
	Iteration 62Q: 3 clusters Score -582143.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -582145.875000 Penalty: 2774.268555
	Iteration 63Q: 3 clusters Score -582145.9 nChanged 12
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: -582151.062500 Penalty: 2774.268555
	Iteration 64Q: 3 clusters Score -582151.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -582153.500000 Penalty: 2774.268555
	Iteration 65Q: 3 clusters Score -582153.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -582155.562500 Penalty: 2774.268555
	Iteration 66Q: 3 clusters Score -582155.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -582161.125000 Penalty: 2774.268555
	Iteration 67Q: 3 clusters Score -582161.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -582169.750000 Penalty: 2774.268555
	Iteration 68Q: 3 clusters Score -582169.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -582179.500000 Penalty: 2774.268555
	Iteration 69Q: 3 clusters Score -582179.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -582184.750000 Penalty: 2774.268555
	Iteration 70Q: 3 clusters Score -582184.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -582187.562500 Penalty: 2774.268555
	Iteration 71Q: 3 clusters Score -582187.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -582188.562500 Penalty: 2774.268555
	Iteration 72Q: 3 clusters Score -582188.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -582191.062500 Penalty: 2774.268555
	Iteration 73Q: 3 clusters Score -582191.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -582191.187500 Penalty: 2774.268555
	Iteration 74Q: 3 clusters Score -582191.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -582191.312500 Penalty: 2774.268555
	Iteration 75Q: 3 clusters Score -582191.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -582191.312500 Penalty: 2774.268555
	Iteration 76F: 3 clusters Score -582191.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Entering Unmasked Estep 
Score: -1318779.375000 Penalty: 1505.503784
	Iteration 0F: 2 clusters Score -1318779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1311208.750000 Penalty: 3011.007568
	Iteration 0F: 3 clusters Score -1311209 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1313897.875000 Penalty: 3011.007568
	Iteration 1F: 3 clusters Score -1313898 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1314397.000000 Penalty: 3011.007568
	Iteration 2F: 3 clusters Score -1314397 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1314909.250000 Penalty: 3011.007568
	Iteration 3F: 3 clusters Score -1314909 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1315419.125000 Penalty: 3011.007568
	Iteration 4F: 3 clusters Score -1315419 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1315840.000000 Penalty: 3011.007568
	Iteration 5F: 3 clusters Score -1315840 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1316139.375000 Penalty: 3011.007568
	Iteration 6F: 3 clusters Score -1316139 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1316445.750000 Penalty: 3011.007568
	Iteration 7Q: 3 clusters Score -1316446 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1316705.000000 Penalty: 3011.007568
	Iteration 8Q: 3 clusters Score -1316705 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1316945.250000 Penalty: 3011.007568
	Iteration 9Q: 3 clusters Score -1316945 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1317154.500000 Penalty: 3011.007568
	Iteration 10Q: 3 clusters Score -1317154 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1317307.125000 Penalty: 3011.007568
	Iteration 11Q: 3 clusters Score -1317307 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1317401.750000 Penalty: 3011.007568
	Iteration 12Q: 3 clusters Score -1317402 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1317474.750000 Penalty: 3011.007568
	Iteration 13Q: 3 clusters Score -1317475 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1317544.750000 Penalty: 3011.007568
	Iteration 14Q: 3 clusters Score -1317545 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1317598.500000 Penalty: 3011.007568
	Iteration 15Q: 3 clusters Score -1317598 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1317631.500000 Penalty: 3011.007568
	Iteration 16Q: 3 clusters Score -1317632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1317667.250000 Penalty: 3011.007568
	Iteration 17Q: 3 clusters Score -1317667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1317696.875000 Penalty: 3011.007568
	Iteration 18Q: 3 clusters Score -1317697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1317717.625000 Penalty: 3011.007568
	Iteration 19Q: 3 clusters Score -1317718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1317740.375000 Penalty: 3011.007568
	Iteration 20F: 3 clusters Score -1317740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1317762.000000 Penalty: 3011.007568
	Iteration 21Q: 3 clusters Score -1317762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1317775.750000 Penalty: 3011.007568
	Iteration 22Q: 3 clusters Score -1317776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1317780.375000 Penalty: 3011.007568
	Iteration 23Q: 3 clusters Score -1317780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1317787.500000 Penalty: 3011.007568
	Iteration 24Q: 3 clusters Score -1317788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1317793.250000 Penalty: 3011.007568
	Iteration 25Q: 3 clusters Score -1317793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1317793.750000 Penalty: 3011.007568
	Iteration 26Q: 3 clusters Score -1317794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1317793.750000 Penalty: 3011.007568
	Iteration 27F: 3 clusters Score -1317794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (117788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117788 members 
Entering Unmasked Estep 
Score: -15055775.000000 Penalty: 1897.454224
	Iteration 0F: 2 clusters Score -1.505578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 58821 members 
Entering Unmasked Estep 
Score: -14978298.000000 Penalty: 3794.908447
	Iteration 0F: 3 clusters Score -1.49783e+07 nChanged 56377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -15011139.000000 Penalty: 3794.908447
	Iteration 1F: 3 clusters Score -1.501114e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -15011716.000000 Penalty: 3794.908447
	Iteration 2Q: 3 clusters Score -1.501172e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -15012453.000000 Penalty: 3794.908447
	Iteration 3Q: 3 clusters Score -1.501245e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -15013222.000000 Penalty: 3794.908447
	Iteration 4Q: 3 clusters Score -1.501322e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -15014065.000000 Penalty: 3794.908447
	Iteration 5Q: 3 clusters Score -1.501406e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -15015377.000000 Penalty: 3794.908447
	Iteration 6Q: 3 clusters Score -1.501538e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -15016972.000000 Penalty: 3794.908447
	Iteration 7Q: 3 clusters Score -1.501697e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -15018640.000000 Penalty: 3794.908447
	Iteration 8Q: 3 clusters Score -1.501864e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -15020653.000000 Penalty: 3794.908447
	Iteration 9Q: 3 clusters Score -1.502065e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -15022580.000000 Penalty: 3794.908447
	Iteration 10Q: 3 clusters Score -1.502258e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 62692 members 
Entering Unmasked Estep 
Score: -15024639.000000 Penalty: 3794.908447
	Iteration 11Q: 3 clusters Score -1.502464e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -15026856.000000 Penalty: 3794.908447
	Iteration 12Q: 3 clusters Score -1.502686e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -15029468.000000 Penalty: 3794.908447
	Iteration 13Q: 3 clusters Score -1.502947e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -15032198.000000 Penalty: 3794.908447
	Iteration 14Q: 3 clusters Score -1.50322e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Mstep: Class 2 contains 60449 members 
Entering Unmasked Estep 
Score: -15034196.000000 Penalty: 3794.908447
	Iteration 15Q: 3 clusters Score -1.50342e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -15035291.000000 Penalty: 3794.908447
	Iteration 16Q: 3 clusters Score -1.503529e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -15035803.000000 Penalty: 3794.908447
	Iteration 17Q: 3 clusters Score -1.50358e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -15036121.000000 Penalty: 3794.908447
	Iteration 18Q: 3 clusters Score -1.503612e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 58318 members 
Entering Unmasked Estep 
Score: -15036371.000000 Penalty: 3794.908447
	Iteration 19Q: 3 clusters Score -1.503637e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 57812 members 
Entering Unmasked Estep 
Score: -15036633.000000 Penalty: 3794.908447
	Iteration 20F: 3 clusters Score -1.503663e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -15036921.000000 Penalty: 3794.908447
	Iteration 21Q: 3 clusters Score -1.503692e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -15037385.000000 Penalty: 3794.908447
	Iteration 22Q: 3 clusters Score -1.503738e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -15037917.000000 Penalty: 3794.908447
	Iteration 23Q: 3 clusters Score -1.503792e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 55471 members 
Entering Unmasked Estep 
Score: -15038456.000000 Penalty: 3794.908447
	Iteration 24Q: 3 clusters Score -1.503846e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -15039030.000000 Penalty: 3794.908447
	Iteration 25Q: 3 clusters Score -1.503903e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63261 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -15039595.000000 Penalty: 3794.908447
	Iteration 26Q: 3 clusters Score -1.50396e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -15040107.000000 Penalty: 3794.908447
	Iteration 27Q: 3 clusters Score -1.504011e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -15040565.000000 Penalty: 3794.908447
	Iteration 28Q: 3 clusters Score -1.504056e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64214 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -15041117.000000 Penalty: 3794.908447
	Iteration 29Q: 3 clusters Score -1.504112e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -15041593.000000 Penalty: 3794.908447
	Iteration 30Q: 3 clusters Score -1.504159e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64169 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -15042087.000000 Penalty: 3794.908447
	Iteration 31Q: 3 clusters Score -1.504209e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -15042568.000000 Penalty: 3794.908447
	Iteration 32Q: 3 clusters Score -1.504257e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63500 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -15043111.000000 Penalty: 3794.908447
	Iteration 33Q: 3 clusters Score -1.504311e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -15043726.000000 Penalty: 3794.908447
	Iteration 34Q: 3 clusters Score -1.504373e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -15044131.000000 Penalty: 3794.908447
	Iteration 35Q: 3 clusters Score -1.504413e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -15044740.000000 Penalty: 3794.908447
	Iteration 36Q: 3 clusters Score -1.504474e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
Score: -15045282.000000 Penalty: 3794.908447
	Iteration 37Q: 3 clusters Score -1.504528e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -15045889.000000 Penalty: 3794.908447
	Iteration 38Q: 3 clusters Score -1.504589e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -15046352.000000 Penalty: 3794.908447
	Iteration 39Q: 3 clusters Score -1.504635e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -15046885.000000 Penalty: 3794.908447
	Iteration 40F: 3 clusters Score -1.504688e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -15047472.000000 Penalty: 3794.908447
	Iteration 41Q: 3 clusters Score -1.504747e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -15047848.000000 Penalty: 3794.908447
	Iteration 42Q: 3 clusters Score -1.504785e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -15048217.000000 Penalty: 3794.908447
	Iteration 43Q: 3 clusters Score -1.504822e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -15048476.000000 Penalty: 3794.908447
	Iteration 44Q: 3 clusters Score -1.504848e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -15048725.000000 Penalty: 3794.908447
	Iteration 45Q: 3 clusters Score -1.504872e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 66301 members 
Entering Unmasked Estep 
Score: -15048904.000000 Penalty: 3794.908447
	Iteration 46Q: 3 clusters Score -1.50489e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -15049020.000000 Penalty: 3794.908447
	Iteration 47Q: 3 clusters Score -1.504902e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -15049155.000000 Penalty: 3794.908447
	Iteration 48Q: 3 clusters Score -1.504916e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 68664 members 
Entering Unmasked Estep 
Score: -15049246.000000 Penalty: 3794.908447
	Iteration 49Q: 3 clusters Score -1.504925e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -15049304.000000 Penalty: 3794.908447
	Iteration 50Q: 3 clusters Score -1.50493e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -15049315.000000 Penalty: 3794.908447
	Iteration 51Q: 3 clusters Score -1.504932e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -15049443.000000 Penalty: 3794.908447
	Iteration 52Q: 3 clusters Score -1.504944e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -15049506.000000 Penalty: 3794.908447
	Iteration 53Q: 3 clusters Score -1.504951e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 71616 members 
Entering Unmasked Estep 
Score: -15049550.000000 Penalty: 3794.908447
	Iteration 54Q: 3 clusters Score -1.504955e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -15049550.000000 Penalty: 3794.908447
	Iteration 55Q: 3 clusters Score -1.504955e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -15049564.000000 Penalty: 3794.908447
	Iteration 56Q: 3 clusters Score -1.504956e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 73102 members 
Entering Unmasked Estep 
Score: -15049560.000000 Penalty: 3794.908447
	Iteration 57Q: 3 clusters Score -1.504956e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 73557 members 
Entering Unmasked Estep 
Score: -15049604.000000 Penalty: 3794.908447
	Iteration 58Q: 3 clusters Score -1.50496e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 74016 members 
Entering Unmasked Estep 
Score: -15049624.000000 Penalty: 3794.908447
	Iteration 59Q: 3 clusters Score -1.504962e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
Score: -15049657.000000 Penalty: 3794.908447
	Iteration 60F: 3 clusters Score -1.504966e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
Score: -15049686.000000 Penalty: 3794.908447
	Iteration 61Q: 3 clusters Score -1.504969e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 75196 members 
Entering Unmasked Estep 
Score: -15049686.000000 Penalty: 3794.908447
	Iteration 62Q: 3 clusters Score -1.504969e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -15049706.000000 Penalty: 3794.908447
	Iteration 63Q: 3 clusters Score -1.504971e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -15049732.000000 Penalty: 3794.908447
	Iteration 64Q: 3 clusters Score -1.504973e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 76278 members 
Entering Unmasked Estep 
Score: -15049761.000000 Penalty: 3794.908447
	Iteration 65Q: 3 clusters Score -1.504976e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 76621 members 
Entering Unmasked Estep 
Score: -15049770.000000 Penalty: 3794.908447
	Iteration 66Q: 3 clusters Score -1.504977e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -15049800.000000 Penalty: 3794.908447
	Iteration 67Q: 3 clusters Score -1.50498e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -15049810.000000 Penalty: 3794.908447
	Iteration 68Q: 3 clusters Score -1.504981e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -15049839.000000 Penalty: 3794.908447
	Iteration 69Q: 3 clusters Score -1.504984e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -15049875.000000 Penalty: 3794.908447
	Iteration 70Q: 3 clusters Score -1.504988e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -15049866.000000 Penalty: 3794.908447
	Iteration 71Q: 3 clusters Score -1.504987e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -15049901.000000 Penalty: 3794.908447
	Iteration 72Q: 3 clusters Score -1.50499e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -15049904.000000 Penalty: 3794.908447
	Iteration 73Q: 3 clusters Score -1.50499e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -15049990.000000 Penalty: 3794.908447
	Iteration 74Q: 3 clusters Score -1.504999e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -15049975.000000 Penalty: 3794.908447
	Iteration 75Q: 3 clusters Score -1.504998e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -15050008.000000 Penalty: 3794.908447
	Iteration 76Q: 3 clusters Score -1.505001e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -15050005.000000 Penalty: 3794.908447
	Iteration 77Q: 3 clusters Score -1.505e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -15050021.000000 Penalty: 3794.908447
	Iteration 78Q: 3 clusters Score -1.505002e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 80254 members 
Entering Unmasked Estep 
Score: -15050046.000000 Penalty: 3794.908447
	Iteration 79Q: 3 clusters Score -1.505005e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 80465 members 
Entering Unmasked Estep 
Score: -15050058.000000 Penalty: 3794.908447
	Iteration 80F: 3 clusters Score -1.505006e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 80658 members 
Entering Unmasked Estep 
Score: -15050097.000000 Penalty: 3794.908447
	Iteration 81Q: 3 clusters Score -1.50501e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 80826 members 
Entering Unmasked Estep 
Score: -15050116.000000 Penalty: 3794.908447
	Iteration 82Q: 3 clusters Score -1.505012e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 80992 members 
Entering Unmasked Estep 
Score: -15050125.000000 Penalty: 3794.908447
	Iteration 83Q: 3 clusters Score -1.505012e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -15050119.000000 Penalty: 3794.908447
	Iteration 84Q: 3 clusters Score -1.505012e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -15050148.000000 Penalty: 3794.908447
	Iteration 85Q: 3 clusters Score -1.505015e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -15050122.000000 Penalty: 3794.908447
	Iteration 86Q: 3 clusters Score -1.505012e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 81698 members 
Entering Unmasked Estep 
Score: -15050126.000000 Penalty: 3794.908447
	Iteration 87Q: 3 clusters Score -1.505013e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -15050164.000000 Penalty: 3794.908447
	Iteration 88Q: 3 clusters Score -1.505016e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 82047 members 
Entering Unmasked Estep 
Score: -15050188.000000 Penalty: 3794.908447
	Iteration 89Q: 3 clusters Score -1.505019e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 82227 members 
Entering Unmasked Estep 
Score: -15050193.000000 Penalty: 3794.908447
	Iteration 90Q: 3 clusters Score -1.505019e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -15050201.000000 Penalty: 3794.908447
	Iteration 91Q: 3 clusters Score -1.50502e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -15050190.000000 Penalty: 3794.908447
	Iteration 92Q: 3 clusters Score -1.505019e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 82732 members 
Entering Unmasked Estep 
Score: -15050211.000000 Penalty: 3794.908447
	Iteration 93Q: 3 clusters Score -1.505021e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 82887 members 
Entering Unmasked Estep 
Score: -15050237.000000 Penalty: 3794.908447
	Iteration 94Q: 3 clusters Score -1.505024e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 83055 members 
Entering Unmasked Estep 
Score: -15050290.000000 Penalty: 3794.908447
	Iteration 95Q: 3 clusters Score -1.505029e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 83209 members 
Entering Unmasked Estep 
Score: -15050248.000000 Penalty: 3794.908447
	Iteration 96Q: 3 clusters Score -1.505025e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -15050248.000000 Penalty: 3794.908447
	Iteration 97Q: 3 clusters Score -1.505025e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 83476 members 
Entering Unmasked Estep 
Score: -15050223.000000 Penalty: 3794.908447
	Iteration 98Q: 3 clusters Score -1.505022e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 83600 members 
Entering Unmasked Estep 
Score: -15050239.000000 Penalty: 3794.908447
	Iteration 99Q: 3 clusters Score -1.505024e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 83735 members 
Entering Unmasked Estep 
Score: -15050233.000000 Penalty: 3794.908447
	Iteration 100F: 3 clusters Score -1.505023e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
Score: -15050260.000000 Penalty: 3794.908447
	Iteration 101Q: 3 clusters Score -1.505026e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 84002 members 
Entering Unmasked Estep 
Score: -15050263.000000 Penalty: 3794.908447
	Iteration 102Q: 3 clusters Score -1.505026e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 84136 members 
Entering Unmasked Estep 
Score: -15050274.000000 Penalty: 3794.908447
	Iteration 103Q: 3 clusters Score -1.505027e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -15050262.000000 Penalty: 3794.908447
	Iteration 104Q: 3 clusters Score -1.505026e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 84432 members 
Entering Unmasked Estep 
Score: -15050249.000000 Penalty: 3794.908447
	Iteration 105Q: 3 clusters Score -1.505025e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -15050283.000000 Penalty: 3794.908447
	Iteration 106Q: 3 clusters Score -1.505028e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 84693 members 
Entering Unmasked Estep 
Score: -15050287.000000 Penalty: 3794.908447
	Iteration 107Q: 3 clusters Score -1.505029e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 84824 members 
Entering Unmasked Estep 
Score: -15050268.000000 Penalty: 3794.908447
	Iteration 108Q: 3 clusters Score -1.505027e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 84969 members 
Entering Unmasked Estep 
Score: -15050281.000000 Penalty: 3794.908447
	Iteration 109Q: 3 clusters Score -1.505028e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 85124 members 
Entering Unmasked Estep 
Score: -15050292.000000 Penalty: 3794.908447
	Iteration 110Q: 3 clusters Score -1.505029e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 85278 members 
Entering Unmasked Estep 
Score: -15050333.000000 Penalty: 3794.908447
	Iteration 111Q: 3 clusters Score -1.505033e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 85445 members 
Entering Unmasked Estep 
Score: -15050333.000000 Penalty: 3794.908447
	Iteration 112Q: 3 clusters Score -1.505033e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -15050356.000000 Penalty: 3794.908447
	Iteration 113Q: 3 clusters Score -1.505036e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 85763 members 
Entering Unmasked Estep 
Score: -15050355.000000 Penalty: 3794.908447
	Iteration 114Q: 3 clusters Score -1.505036e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 85900 members 
Entering Unmasked Estep 
Score: -15050383.000000 Penalty: 3794.908447
	Iteration 115Q: 3 clusters Score -1.505038e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 86050 members 
Entering Unmasked Estep 
Score: -15050386.000000 Penalty: 3794.908447
	Iteration 116Q: 3 clusters Score -1.505039e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -15050409.000000 Penalty: 3794.908447
	Iteration 117Q: 3 clusters Score -1.505041e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 86359 members 
Entering Unmasked Estep 
Score: -15050413.000000 Penalty: 3794.908447
	Iteration 118Q: 3 clusters Score -1.505041e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 86518 members 
Entering Unmasked Estep 
Score: -15050427.000000 Penalty: 3794.908447
	Iteration 119Q: 3 clusters Score -1.505043e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 86682 members 
Entering Unmasked Estep 
Score: -15050433.000000 Penalty: 3794.908447
	Iteration 120F: 3 clusters Score -1.505043e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 86839 members 
Entering Unmasked Estep 
Score: -15050460.000000 Penalty: 3794.908447
	Iteration 121Q: 3 clusters Score -1.505046e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 86996 members 
Entering Unmasked Estep 
Score: -15050473.000000 Penalty: 3794.908447
	Iteration 122Q: 3 clusters Score -1.505047e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 87173 members 
Entering Unmasked Estep 
Score: -15050500.000000 Penalty: 3794.908447
	Iteration 123Q: 3 clusters Score -1.50505e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 87339 members 
Entering Unmasked Estep 
Score: -15050496.000000 Penalty: 3794.908447
	Iteration 124Q: 3 clusters Score -1.50505e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 87491 members 
Entering Unmasked Estep 
Score: -15050485.000000 Penalty: 3794.908447
	Iteration 125Q: 3 clusters Score -1.505048e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 87643 members 
Entering Unmasked Estep 
Score: -15050476.000000 Penalty: 3794.908447
	Iteration 126Q: 3 clusters Score -1.505048e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -15050490.000000 Penalty: 3794.908447
	Iteration 127Q: 3 clusters Score -1.505049e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 87966 members 
Entering Unmasked Estep 
Score: -15050522.000000 Penalty: 3794.908447
	Iteration 128Q: 3 clusters Score -1.505052e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 88111 members 
Entering Unmasked Estep 
Score: -15050536.000000 Penalty: 3794.908447
	Iteration 129Q: 3 clusters Score -1.505054e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -15050563.000000 Penalty: 3794.908447
	Iteration 130Q: 3 clusters Score -1.505056e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -15050607.000000 Penalty: 3794.908447
	Iteration 131Q: 3 clusters Score -1.505061e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
Score: -15050646.000000 Penalty: 3794.908447
	Iteration 132Q: 3 clusters Score -1.505065e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 88707 members 
Entering Unmasked Estep 
Score: -15050642.000000 Penalty: 3794.908447
	Iteration 133Q: 3 clusters Score -1.505064e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 88854 members 
Entering Unmasked Estep 
Score: -15050636.000000 Penalty: 3794.908447
	Iteration 134Q: 3 clusters Score -1.505064e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -15050637.000000 Penalty: 3794.908447
	Iteration 135Q: 3 clusters Score -1.505064e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 89149 members 
Entering Unmasked Estep 
Score: -15050634.000000 Penalty: 3794.908447
	Iteration 136Q: 3 clusters Score -1.505063e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 89298 members 
Entering Unmasked Estep 
Score: -15050646.000000 Penalty: 3794.908447
	Iteration 137Q: 3 clusters Score -1.505065e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 89446 members 
Entering Unmasked Estep 
Score: -15050629.000000 Penalty: 3794.908447
	Iteration 138Q: 3 clusters Score -1.505063e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -15050668.000000 Penalty: 3794.908447
	Iteration 139Q: 3 clusters Score -1.505067e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 89780 members 
Entering Unmasked Estep 
Score: -15050683.000000 Penalty: 3794.908447
	Iteration 140F: 3 clusters Score -1.505068e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 89912 members 
Entering Unmasked Estep 
Score: -15050675.000000 Penalty: 3794.908447
	Iteration 141Q: 3 clusters Score -1.505068e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 90050 members 
Entering Unmasked Estep 
Score: -15050715.000000 Penalty: 3794.908447
	Iteration 142Q: 3 clusters Score -1.505072e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 90188 members 
Entering Unmasked Estep 
Score: -15050753.000000 Penalty: 3794.908447
	Iteration 143Q: 3 clusters Score -1.505075e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -15050759.000000 Penalty: 3794.908447
	Iteration 144Q: 3 clusters Score -1.505076e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 90453 members 
Entering Unmasked Estep 
Score: -15050742.000000 Penalty: 3794.908447
	Iteration 145Q: 3 clusters Score -1.505074e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 90566 members 
Entering Unmasked Estep 
Score: -15050752.000000 Penalty: 3794.908447
	Iteration 146Q: 3 clusters Score -1.505075e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 90690 members 
Entering Unmasked Estep 
Score: -15050745.000000 Penalty: 3794.908447
	Iteration 147Q: 3 clusters Score -1.505074e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 90807 members 
Entering Unmasked Estep 
Score: -15050769.000000 Penalty: 3794.908447
	Iteration 148Q: 3 clusters Score -1.505077e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -15050746.000000 Penalty: 3794.908447
	Iteration 149Q: 3 clusters Score -1.505075e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 91092 members 
Entering Unmasked Estep 
Score: -15050752.000000 Penalty: 3794.908447
	Iteration 150Q: 3 clusters Score -1.505075e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 91243 members 
Entering Unmasked Estep 
Score: -15050744.000000 Penalty: 3794.908447
	Iteration 151Q: 3 clusters Score -1.505074e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 91382 members 
Entering Unmasked Estep 
Score: -15050728.000000 Penalty: 3794.908447
	Iteration 152Q: 3 clusters Score -1.505073e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
Score: -15050712.000000 Penalty: 3794.908447
	Iteration 153Q: 3 clusters Score -1.505071e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 91641 members 
Entering Unmasked Estep 
Score: -15050738.000000 Penalty: 3794.908447
	Iteration 154Q: 3 clusters Score -1.505074e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 91777 members 
Entering Unmasked Estep 
Score: -15050740.000000 Penalty: 3794.908447
	Iteration 155Q: 3 clusters Score -1.505074e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 91923 members 
Entering Unmasked Estep 
Score: -15050779.000000 Penalty: 3794.908447
	Iteration 156Q: 3 clusters Score -1.505078e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -15050776.000000 Penalty: 3794.908447
	Iteration 157Q: 3 clusters Score -1.505078e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 92223 members 
Entering Unmasked Estep 
Score: -15050777.000000 Penalty: 3794.908447
	Iteration 158Q: 3 clusters Score -1.505078e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -15050811.000000 Penalty: 3794.908447
	Iteration 159Q: 3 clusters Score -1.505081e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 92457 members 
Entering Unmasked Estep 
Score: -15050818.000000 Penalty: 3794.908447
	Iteration 160F: 3 clusters Score -1.505082e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 92552 members 
Entering Unmasked Estep 
Score: -15050829.000000 Penalty: 3794.908447
	Iteration 161Q: 3 clusters Score -1.505083e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 92654 members 
Entering Unmasked Estep 
Score: -15050808.000000 Penalty: 3794.908447
	Iteration 162Q: 3 clusters Score -1.505081e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 92756 members 
Entering Unmasked Estep 
Score: -15050816.000000 Penalty: 3794.908447
	Iteration 163Q: 3 clusters Score -1.505082e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 92851 members 
Entering Unmasked Estep 
Score: -15050816.000000 Penalty: 3794.908447
	Iteration 164Q: 3 clusters Score -1.505082e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 92934 members 
Entering Unmasked Estep 
Score: -15050818.000000 Penalty: 3794.908447
	Iteration 165Q: 3 clusters Score -1.505082e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 92999 members 
Entering Unmasked Estep 
Score: -15050819.000000 Penalty: 3794.908447
	Iteration 166Q: 3 clusters Score -1.505082e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 93049 members 
Entering Unmasked Estep 
Score: -15050837.000000 Penalty: 3794.908447
	Iteration 167Q: 3 clusters Score -1.505084e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -15050848.000000 Penalty: 3794.908447
	Iteration 168Q: 3 clusters Score -1.505085e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 93148 members 
Entering Unmasked Estep 
Score: -15050836.000000 Penalty: 3794.908447
	Iteration 169Q: 3 clusters Score -1.505084e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 93198 members 
Entering Unmasked Estep 
Score: -15050812.000000 Penalty: 3794.908447
	Iteration 170Q: 3 clusters Score -1.505081e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 93254 members 
Entering Unmasked Estep 
Score: -15050846.000000 Penalty: 3794.908447
	Iteration 171Q: 3 clusters Score -1.505085e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 93319 members 
Entering Unmasked Estep 
Score: -15050867.000000 Penalty: 3794.908447
	Iteration 172Q: 3 clusters Score -1.505087e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
Score: -15050868.000000 Penalty: 3794.908447
	Iteration 173Q: 3 clusters Score -1.505087e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -15050871.000000 Penalty: 3794.908447
	Iteration 174Q: 3 clusters Score -1.505087e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 93528 members 
Entering Unmasked Estep 
Score: -15050863.000000 Penalty: 3794.908447
	Iteration 175Q: 3 clusters Score -1.505086e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
Score: -15050862.000000 Penalty: 3794.908447
	Iteration 176Q: 3 clusters Score -1.505086e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 93684 members 
Entering Unmasked Estep 
Score: -15050857.000000 Penalty: 3794.908447
	Iteration 177Q: 3 clusters Score -1.505086e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 93786 members 
Entering Unmasked Estep 
Score: -15050859.000000 Penalty: 3794.908447
	Iteration 178Q: 3 clusters Score -1.505086e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 93898 members 
Entering Unmasked Estep 
Score: -15050851.000000 Penalty: 3794.908447
	Iteration 179Q: 3 clusters Score -1.505085e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -15050884.000000 Penalty: 3794.908447
	Iteration 180F: 3 clusters Score -1.505088e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 94101 members 
Entering Unmasked Estep 
Score: -15050878.000000 Penalty: 3794.908447
	Iteration 181Q: 3 clusters Score -1.505088e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 94202 members 
Entering Unmasked Estep 
Score: -15050845.000000 Penalty: 3794.908447
	Iteration 182Q: 3 clusters Score -1.505084e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 94295 members 
Entering Unmasked Estep 
Score: -15050833.000000 Penalty: 3794.908447
	Iteration 183Q: 3 clusters Score -1.505083e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 94379 members 
Entering Unmasked Estep 
Score: -15050822.000000 Penalty: 3794.908447
	Iteration 184Q: 3 clusters Score -1.505082e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
Score: -15050811.000000 Penalty: 3794.908447
	Iteration 185Q: 3 clusters Score -1.505081e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 94522 members 
Entering Unmasked Estep 
Score: -15050794.000000 Penalty: 3794.908447
	Iteration 186Q: 3 clusters Score -1.505079e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 94587 members 
Entering Unmasked Estep 
Score: -15050831.000000 Penalty: 3794.908447
	Iteration 187Q: 3 clusters Score -1.505083e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 94647 members 
Entering Unmasked Estep 
Score: -15050838.000000 Penalty: 3794.908447
	Iteration 188Q: 3 clusters Score -1.505084e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 94707 members 
Entering Unmasked Estep 
Score: -15050841.000000 Penalty: 3794.908447
	Iteration 189Q: 3 clusters Score -1.505084e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -15050839.000000 Penalty: 3794.908447
	Iteration 190Q: 3 clusters Score -1.505084e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 94821 members 
Entering Unmasked Estep 
Score: -15050837.000000 Penalty: 3794.908447
	Iteration 191Q: 3 clusters Score -1.505084e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 94882 members 
Entering Unmasked Estep 
Score: -15050838.000000 Penalty: 3794.908447
	Iteration 192Q: 3 clusters Score -1.505084e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 94953 members 
Entering Unmasked Estep 
Score: -15050827.000000 Penalty: 3794.908447
	Iteration 193Q: 3 clusters Score -1.505083e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 95029 members 
Entering Unmasked Estep 
Score: -15050839.000000 Penalty: 3794.908447
	Iteration 194Q: 3 clusters Score -1.505084e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 95090 members 
Entering Unmasked Estep 
Score: -15050846.000000 Penalty: 3794.908447
	Iteration 195Q: 3 clusters Score -1.505085e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 95151 members 
Entering Unmasked Estep 
Score: -15050837.000000 Penalty: 3794.908447
	Iteration 196Q: 3 clusters Score -1.505084e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 95214 members 
Entering Unmasked Estep 
Score: -15050849.000000 Penalty: 3794.908447
	Iteration 197Q: 3 clusters Score -1.505085e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -15050840.000000 Penalty: 3794.908447
	Iteration 198Q: 3 clusters Score -1.505084e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 95374 members 
Entering Unmasked Estep 
Score: -15050826.000000 Penalty: 3794.908447
	Iteration 199Q: 3 clusters Score -1.505083e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 95464 members 
Entering Unmasked Estep 
Score: -15050815.000000 Penalty: 3794.908447
	Iteration 200F: 3 clusters Score -1.505082e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 95552 members 
Entering Unmasked Estep 
Score: -15050810.000000 Penalty: 3794.908447
	Iteration 201Q: 3 clusters Score -1.505081e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -15050824.000000 Penalty: 3794.908447
	Iteration 202Q: 3 clusters Score -1.505082e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 95728 members 
Entering Unmasked Estep 
Score: -15050819.000000 Penalty: 3794.908447
	Iteration 203Q: 3 clusters Score -1.505082e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 95817 members 
Entering Unmasked Estep 
Score: -15050812.000000 Penalty: 3794.908447
	Iteration 204Q: 3 clusters Score -1.505081e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 95917 members 
Entering Unmasked Estep 
Score: -15050790.000000 Penalty: 3794.908447
	Iteration 205Q: 3 clusters Score -1.505079e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 96003 members 
Entering Unmasked Estep 
Score: -15050790.000000 Penalty: 3794.908447
	Iteration 206Q: 3 clusters Score -1.505079e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -15050814.000000 Penalty: 3794.908447
	Iteration 207Q: 3 clusters Score -1.505081e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 96138 members 
Entering Unmasked Estep 
Score: -15050836.000000 Penalty: 3794.908447
	Iteration 208Q: 3 clusters Score -1.505084e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -15050833.000000 Penalty: 3794.908447
	Iteration 209Q: 3 clusters Score -1.505083e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 96288 members 
Entering Unmasked Estep 
Score: -15050827.000000 Penalty: 3794.908447
	Iteration 210Q: 3 clusters Score -1.505083e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 96357 members 
Entering Unmasked Estep 
Score: -15050810.000000 Penalty: 3794.908447
	Iteration 211Q: 3 clusters Score -1.505081e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -15050838.000000 Penalty: 3794.908447
	Iteration 212Q: 3 clusters Score -1.505084e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 96512 members 
Entering Unmasked Estep 
Score: -15050827.000000 Penalty: 3794.908447
	Iteration 213Q: 3 clusters Score -1.505083e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 96590 members 
Entering Unmasked Estep 
Score: -15050829.000000 Penalty: 3794.908447
	Iteration 214Q: 3 clusters Score -1.505083e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 96666 members 
Entering Unmasked Estep 
Score: -15050829.000000 Penalty: 3794.908447
	Iteration 215Q: 3 clusters Score -1.505083e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 96744 members 
Entering Unmasked Estep 
Score: -15050853.000000 Penalty: 3794.908447
	Iteration 216Q: 3 clusters Score -1.505085e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 96817 members 
Entering Unmasked Estep 
Score: -15050872.000000 Penalty: 3794.908447
	Iteration 217Q: 3 clusters Score -1.505087e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 96887 members 
Entering Unmasked Estep 
Score: -15050869.000000 Penalty: 3794.908447
	Iteration 218Q: 3 clusters Score -1.505087e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 96956 members 
Entering Unmasked Estep 
Score: -15050895.000000 Penalty: 3794.908447
	Iteration 219Q: 3 clusters Score -1.50509e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 97014 members 
Entering Unmasked Estep 
Score: -15050872.000000 Penalty: 3794.908447
	Iteration 220F: 3 clusters Score -1.505087e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 97071 members 
Entering Unmasked Estep 
Score: -15050880.000000 Penalty: 3794.908447
	Iteration 221Q: 3 clusters Score -1.505088e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 97128 members 
Entering Unmasked Estep 
Score: -15050879.000000 Penalty: 3794.908447
	Iteration 222Q: 3 clusters Score -1.505088e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 97185 members 
Entering Unmasked Estep 
Score: -15050878.000000 Penalty: 3794.908447
	Iteration 223Q: 3 clusters Score -1.505088e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 97234 members 
Entering Unmasked Estep 
Score: -15050871.000000 Penalty: 3794.908447
	Iteration 224Q: 3 clusters Score -1.505087e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 97286 members 
Entering Unmasked Estep 
Score: -15050865.000000 Penalty: 3794.908447
	Iteration 225Q: 3 clusters Score -1.505086e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 97333 members 
Entering Unmasked Estep 
Score: -15050866.000000 Penalty: 3794.908447
	Iteration 226Q: 3 clusters Score -1.505087e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -15050862.000000 Penalty: 3794.908447
	Iteration 227Q: 3 clusters Score -1.505086e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 97425 members 
Entering Unmasked Estep 
Score: -15050880.000000 Penalty: 3794.908447
	Iteration 228Q: 3 clusters Score -1.505088e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 97464 members 
Entering Unmasked Estep 
Score: -15050888.000000 Penalty: 3794.908447
	Iteration 229Q: 3 clusters Score -1.505089e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -15050899.000000 Penalty: 3794.908447
	Iteration 230Q: 3 clusters Score -1.50509e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 97536 members 
Entering Unmasked Estep 
Score: -15050883.000000 Penalty: 3794.908447
	Iteration 231Q: 3 clusters Score -1.505088e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 97577 members 
Entering Unmasked Estep 
Score: -15050873.000000 Penalty: 3794.908447
	Iteration 232Q: 3 clusters Score -1.505087e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 97618 members 
Entering Unmasked Estep 
Score: -15050884.000000 Penalty: 3794.908447
	Iteration 233Q: 3 clusters Score -1.505088e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 97652 members 
Entering Unmasked Estep 
Score: -15050893.000000 Penalty: 3794.908447
	Iteration 234Q: 3 clusters Score -1.505089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 97678 members 
Entering Unmasked Estep 
Score: -15050892.000000 Penalty: 3794.908447
	Iteration 235Q: 3 clusters Score -1.505089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 97705 members 
Entering Unmasked Estep 
Score: -15050896.000000 Penalty: 3794.908447
	Iteration 236Q: 3 clusters Score -1.50509e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 97735 members 
Entering Unmasked Estep 
Score: -15050895.000000 Penalty: 3794.908447
	Iteration 237Q: 3 clusters Score -1.50509e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 97760 members 
Entering Unmasked Estep 
Score: -15050910.000000 Penalty: 3794.908447
	Iteration 238Q: 3 clusters Score -1.505091e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
Score: -15050921.000000 Penalty: 3794.908447
	Iteration 239Q: 3 clusters Score -1.505092e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 97822 members 
Entering Unmasked Estep 
Score: -15050924.000000 Penalty: 3794.908447
	Iteration 240F: 3 clusters Score -1.505092e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 97843 members 
Entering Unmasked Estep 
Score: -15050921.000000 Penalty: 3794.908447
	Iteration 241Q: 3 clusters Score -1.505092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 97859 members 
Entering Unmasked Estep 
Score: -15050910.000000 Penalty: 3794.908447
	Iteration 242Q: 3 clusters Score -1.505091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -15050910.000000 Penalty: 3794.908447
	Iteration 243Q: 3 clusters Score -1.505091e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 97897 members 
Entering Unmasked Estep 
Score: -15050903.000000 Penalty: 3794.908447
	Iteration 244Q: 3 clusters Score -1.50509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 97921 members 
Entering Unmasked Estep 
Score: -15050903.000000 Penalty: 3794.908447
	Iteration 245Q: 3 clusters Score -1.50509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 97957 members 
Entering Unmasked Estep 
Score: -15050913.000000 Penalty: 3794.908447
	Iteration 246Q: 3 clusters Score -1.505091e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 97998 members 
Entering Unmasked Estep 
Score: -15050903.000000 Penalty: 3794.908447
	Iteration 247Q: 3 clusters Score -1.50509e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 98026 members 
Entering Unmasked Estep 
Score: -15050906.000000 Penalty: 3794.908447
	Iteration 248Q: 3 clusters Score -1.505091e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 98053 members 
Entering Unmasked Estep 
Score: -15050908.000000 Penalty: 3794.908447
	Iteration 249Q: 3 clusters Score -1.505091e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 98078 members 
Entering Unmasked Estep 
Score: -15050917.000000 Penalty: 3794.908447
	Iteration 250Q: 3 clusters Score -1.505092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 98097 members 
Entering Unmasked Estep 
Score: -15050919.000000 Penalty: 3794.908447
	Iteration 251Q: 3 clusters Score -1.505092e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 98118 members 
Entering Unmasked Estep 
Score: -15050909.000000 Penalty: 3794.908447
	Iteration 252Q: 3 clusters Score -1.505091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 98135 members 
Entering Unmasked Estep 
Score: -15050912.000000 Penalty: 3794.908447
	Iteration 253Q: 3 clusters Score -1.505091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 98145 members 
Entering Unmasked Estep 
Score: -15050913.000000 Penalty: 3794.908447
	Iteration 254Q: 3 clusters Score -1.505091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 98156 members 
Entering Unmasked Estep 
Score: -15050910.000000 Penalty: 3794.908447
	Iteration 255Q: 3 clusters Score -1.505091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 98173 members 
Entering Unmasked Estep 
Score: -15050920.000000 Penalty: 3794.908447
	Iteration 256Q: 3 clusters Score -1.505092e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 98198 members 
Entering Unmasked Estep 
Score: -15050912.000000 Penalty: 3794.908447
	Iteration 257Q: 3 clusters Score -1.505091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -15050917.000000 Penalty: 3794.908447
	Iteration 258Q: 3 clusters Score -1.505092e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 98238 members 
Entering Unmasked Estep 
Score: -15050940.000000 Penalty: 3794.908447
	Iteration 259Q: 3 clusters Score -1.505094e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 98266 members 
Entering Unmasked Estep 
Score: -15050937.000000 Penalty: 3794.908447
	Iteration 260F: 3 clusters Score -1.505094e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 98304 members 
Entering Unmasked Estep 
Score: -15050962.000000 Penalty: 3794.908447
	Iteration 261Q: 3 clusters Score -1.505096e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 98345 members 
Entering Unmasked Estep 
Score: -15050955.000000 Penalty: 3794.908447
	Iteration 262Q: 3 clusters Score -1.505096e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 98396 members 
Entering Unmasked Estep 
Score: -15050963.000000 Penalty: 3794.908447
	Iteration 263Q: 3 clusters Score -1.505096e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 98444 members 
Entering Unmasked Estep 
Score: -15050985.000000 Penalty: 3794.908447
	Iteration 264Q: 3 clusters Score -1.505098e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 98497 members 
Entering Unmasked Estep 
Score: -15050990.000000 Penalty: 3794.908447
	Iteration 265Q: 3 clusters Score -1.505099e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 98562 members 
Entering Unmasked Estep 
Score: -15051009.000000 Penalty: 3794.908447
	Iteration 266Q: 3 clusters Score -1.505101e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 98634 members 
Entering Unmasked Estep 
Score: -15051022.000000 Penalty: 3794.908447
	Iteration 267Q: 3 clusters Score -1.505102e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 98696 members 
Entering Unmasked Estep 
Score: -15051025.000000 Penalty: 3794.908447
	Iteration 268Q: 3 clusters Score -1.505102e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 98743 members 
Entering Unmasked Estep 
Score: -15051052.000000 Penalty: 3794.908447
	Iteration 269Q: 3 clusters Score -1.505105e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 98787 members 
Entering Unmasked Estep 
Score: -15051062.000000 Penalty: 3794.908447
	Iteration 270Q: 3 clusters Score -1.505106e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -15051057.000000 Penalty: 3794.908447
	Iteration 271Q: 3 clusters Score -1.505106e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 98878 members 
Entering Unmasked Estep 
Score: -15051057.000000 Penalty: 3794.908447
	Iteration 272Q: 3 clusters Score -1.505106e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -15051044.000000 Penalty: 3794.908447
	Iteration 273Q: 3 clusters Score -1.505104e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 98988 members 
Entering Unmasked Estep 
Score: -15051041.000000 Penalty: 3794.908447
	Iteration 274Q: 3 clusters Score -1.505104e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -15051048.000000 Penalty: 3794.908447
	Iteration 275Q: 3 clusters Score -1.505105e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 99142 members 
Entering Unmasked Estep 
Score: -15051052.000000 Penalty: 3794.908447
	Iteration 276Q: 3 clusters Score -1.505105e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 99212 members 
Entering Unmasked Estep 
Score: -15051044.000000 Penalty: 3794.908447
	Iteration 277Q: 3 clusters Score -1.505104e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 99272 members 
Entering Unmasked Estep 
Score: -15051052.000000 Penalty: 3794.908447
	Iteration 278Q: 3 clusters Score -1.505105e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 99331 members 
Entering Unmasked Estep 
Score: -15051047.000000 Penalty: 3794.908447
	Iteration 279Q: 3 clusters Score -1.505105e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 99400 members 
Entering Unmasked Estep 
Score: -15051057.000000 Penalty: 3794.908447
	Iteration 280F: 3 clusters Score -1.505106e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 99463 members 
Entering Unmasked Estep 
Score: -15051064.000000 Penalty: 3794.908447
	Iteration 281Q: 3 clusters Score -1.505106e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 99524 members 
Entering Unmasked Estep 
Score: -15051058.000000 Penalty: 3794.908447
	Iteration 282Q: 3 clusters Score -1.505106e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 99588 members 
Entering Unmasked Estep 
Score: -15051047.000000 Penalty: 3794.908447
	Iteration 283Q: 3 clusters Score -1.505105e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 99655 members 
Entering Unmasked Estep 
Score: -15051053.000000 Penalty: 3794.908447
	Iteration 284Q: 3 clusters Score -1.505105e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 99734 members 
Entering Unmasked Estep 
Score: -15051039.000000 Penalty: 3794.908447
	Iteration 285Q: 3 clusters Score -1.505104e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -15051021.000000 Penalty: 3794.908447
	Iteration 286Q: 3 clusters Score -1.505102e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 99867 members 
Entering Unmasked Estep 
Score: -15051013.000000 Penalty: 3794.908447
	Iteration 287Q: 3 clusters Score -1.505101e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 99937 members 
Entering Unmasked Estep 
Score: -15051004.000000 Penalty: 3794.908447
	Iteration 288Q: 3 clusters Score -1.5051e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -15051003.000000 Penalty: 3794.908447
	Iteration 289Q: 3 clusters Score -1.5051e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 100069 members 
Entering Unmasked Estep 
Score: -15051000.000000 Penalty: 3794.908447
	Iteration 290Q: 3 clusters Score -1.5051e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 100135 members 
Entering Unmasked Estep 
Score: -15051005.000000 Penalty: 3794.908447
	Iteration 291Q: 3 clusters Score -1.5051e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 100205 members 
Entering Unmasked Estep 
Score: -15050984.000000 Penalty: 3794.908447
	Iteration 292Q: 3 clusters Score -1.505098e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 100274 members 
Entering Unmasked Estep 
Score: -15050985.000000 Penalty: 3794.908447
	Iteration 293Q: 3 clusters Score -1.505098e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 100332 members 
Entering Unmasked Estep 
Score: -15050996.000000 Penalty: 3794.908447
	Iteration 294Q: 3 clusters Score -1.5051e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 100397 members 
Entering Unmasked Estep 
Score: -15051019.000000 Penalty: 3794.908447
	Iteration 295Q: 3 clusters Score -1.505102e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -15051027.000000 Penalty: 3794.908447
	Iteration 296Q: 3 clusters Score -1.505103e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -15051018.000000 Penalty: 3794.908447
	Iteration 297Q: 3 clusters Score -1.505102e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -15051014.000000 Penalty: 3794.908447
	Iteration 298Q: 3 clusters Score -1.505101e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -15051007.000000 Penalty: 3794.908447
	Iteration 299Q: 3 clusters Score -1.505101e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 100685 members 
Entering Unmasked Estep 
Score: -15051009.000000 Penalty: 3794.908447
	Iteration 300F: 3 clusters Score -1.505101e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 100722 members 
Entering Unmasked Estep 
Score: -15050992.000000 Penalty: 3794.908447
	Iteration 301Q: 3 clusters Score -1.505099e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 100763 members 
Entering Unmasked Estep 
Score: -15051019.000000 Penalty: 3794.908447
	Iteration 302Q: 3 clusters Score -1.505102e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 100813 members 
Entering Unmasked Estep 
Score: -15051044.000000 Penalty: 3794.908447
	Iteration 303Q: 3 clusters Score -1.505104e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -15051028.000000 Penalty: 3794.908447
	Iteration 304Q: 3 clusters Score -1.505103e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 100922 members 
Entering Unmasked Estep 
Score: -15051048.000000 Penalty: 3794.908447
	Iteration 305Q: 3 clusters Score -1.505105e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -15051040.000000 Penalty: 3794.908447
	Iteration 306Q: 3 clusters Score -1.505104e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -15051052.000000 Penalty: 3794.908447
	Iteration 307Q: 3 clusters Score -1.505105e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 101080 members 
Entering Unmasked Estep 
Score: -15051079.000000 Penalty: 3794.908447
	Iteration 308Q: 3 clusters Score -1.505108e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 101133 members 
Entering Unmasked Estep 
Score: -15051089.000000 Penalty: 3794.908447
	Iteration 309Q: 3 clusters Score -1.505109e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 101191 members 
Entering Unmasked Estep 
Score: -15051055.000000 Penalty: 3794.908447
	Iteration 310Q: 3 clusters Score -1.505106e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 101249 members 
Entering Unmasked Estep 
Score: -15051058.000000 Penalty: 3794.908447
	Iteration 311Q: 3 clusters Score -1.505106e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 101314 members 
Entering Unmasked Estep 
Score: -15051056.000000 Penalty: 3794.908447
	Iteration 312Q: 3 clusters Score -1.505106e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 101382 members 
Entering Unmasked Estep 
Score: -15051051.000000 Penalty: 3794.908447
	Iteration 313Q: 3 clusters Score -1.505105e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 101444 members 
Entering Unmasked Estep 
Score: -15051059.000000 Penalty: 3794.908447
	Iteration 314Q: 3 clusters Score -1.505106e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 101494 members 
Entering Unmasked Estep 
Score: -15051052.000000 Penalty: 3794.908447
	Iteration 315Q: 3 clusters Score -1.505105e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 101537 members 
Entering Unmasked Estep 
Score: -15051077.000000 Penalty: 3794.908447
	Iteration 316Q: 3 clusters Score -1.505108e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 101574 members 
Entering Unmasked Estep 
Score: -15051077.000000 Penalty: 3794.908447
	Iteration 317Q: 3 clusters Score -1.505108e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 101602 members 
Entering Unmasked Estep 
Score: -15051069.000000 Penalty: 3794.908447
	Iteration 318Q: 3 clusters Score -1.505107e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 101631 members 
Entering Unmasked Estep 
Score: -15051055.000000 Penalty: 3794.908447
	Iteration 319Q: 3 clusters Score -1.505106e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 101655 members 
Entering Unmasked Estep 
Score: -15051050.000000 Penalty: 3794.908447
	Iteration 320F: 3 clusters Score -1.505105e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 101678 members 
Entering Unmasked Estep 
Score: -15051064.000000 Penalty: 3794.908447
	Iteration 321Q: 3 clusters Score -1.505106e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 101696 members 
Entering Unmasked Estep 
Score: -15051058.000000 Penalty: 3794.908447
	Iteration 322Q: 3 clusters Score -1.505106e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 101725 members 
Entering Unmasked Estep 
Score: -15051056.000000 Penalty: 3794.908447
	Iteration 323Q: 3 clusters Score -1.505106e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 101749 members 
Entering Unmasked Estep 
Score: -15051068.000000 Penalty: 3794.908447
	Iteration 324Q: 3 clusters Score -1.505107e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 101782 members 
Entering Unmasked Estep 
Score: -15051074.000000 Penalty: 3794.908447
	Iteration 325Q: 3 clusters Score -1.505107e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 101809 members 
Entering Unmasked Estep 
Score: -15051080.000000 Penalty: 3794.908447
	Iteration 326Q: 3 clusters Score -1.505108e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 101839 members 
Entering Unmasked Estep 
Score: -15051091.000000 Penalty: 3794.908447
	Iteration 327Q: 3 clusters Score -1.505109e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 101865 members 
Entering Unmasked Estep 
Score: -15051084.000000 Penalty: 3794.908447
	Iteration 328Q: 3 clusters Score -1.505108e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 101889 members 
Entering Unmasked Estep 
Score: -15051067.000000 Penalty: 3794.908447
	Iteration 329Q: 3 clusters Score -1.505107e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -15051065.000000 Penalty: 3794.908447
	Iteration 330Q: 3 clusters Score -1.505106e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 101960 members 
Entering Unmasked Estep 
Score: -15051062.000000 Penalty: 3794.908447
	Iteration 331Q: 3 clusters Score -1.505106e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 101994 members 
Entering Unmasked Estep 
Score: -15051083.000000 Penalty: 3794.908447
	Iteration 332Q: 3 clusters Score -1.505108e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 102039 members 
Entering Unmasked Estep 
Score: -15051095.000000 Penalty: 3794.908447
	Iteration 333Q: 3 clusters Score -1.50511e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 102074 members 
Entering Unmasked Estep 
Score: -15051082.000000 Penalty: 3794.908447
	Iteration 334Q: 3 clusters Score -1.505108e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 102103 members 
Entering Unmasked Estep 
Score: -15051107.000000 Penalty: 3794.908447
	Iteration 335Q: 3 clusters Score -1.505111e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 102144 members 
Entering Unmasked Estep 
Score: -15051089.000000 Penalty: 3794.908447
	Iteration 336Q: 3 clusters Score -1.505109e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 102180 members 
Entering Unmasked Estep 
Score: -15051089.000000 Penalty: 3794.908447
	Iteration 337Q: 3 clusters Score -1.505109e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 102221 members 
Entering Unmasked Estep 
Score: -15051079.000000 Penalty: 3794.908447
	Iteration 338Q: 3 clusters Score -1.505108e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 102266 members 
Entering Unmasked Estep 
Score: -15051053.000000 Penalty: 3794.908447
	Iteration 339Q: 3 clusters Score -1.505105e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -15051069.000000 Penalty: 3794.908447
	Iteration 340F: 3 clusters Score -1.505107e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 102353 members 
Entering Unmasked Estep 
Score: -15051076.000000 Penalty: 3794.908447
	Iteration 341Q: 3 clusters Score -1.505108e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 102390 members 
Entering Unmasked Estep 
Score: -15051095.000000 Penalty: 3794.908447
	Iteration 342Q: 3 clusters Score -1.50511e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 102426 members 
Entering Unmasked Estep 
Score: -15051090.000000 Penalty: 3794.908447
	Iteration 343Q: 3 clusters Score -1.505109e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 102467 members 
Entering Unmasked Estep 
Score: -15051118.000000 Penalty: 3794.908447
	Iteration 344Q: 3 clusters Score -1.505112e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 102499 members 
Entering Unmasked Estep 
Score: -15051114.000000 Penalty: 3794.908447
	Iteration 345Q: 3 clusters Score -1.505111e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 102535 members 
Entering Unmasked Estep 
Score: -15051121.000000 Penalty: 3794.908447
	Iteration 346Q: 3 clusters Score -1.505112e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 102564 members 
Entering Unmasked Estep 
Score: -15051126.000000 Penalty: 3794.908447
	Iteration 347Q: 3 clusters Score -1.505113e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 102599 members 
Entering Unmasked Estep 
Score: -15051126.000000 Penalty: 3794.908447
	Iteration 348Q: 3 clusters Score -1.505113e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 102627 members 
Entering Unmasked Estep 
Score: -15051117.000000 Penalty: 3794.908447
	Iteration 349Q: 3 clusters Score -1.505112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 102655 members 
Entering Unmasked Estep 
Score: -15051113.000000 Penalty: 3794.908447
	Iteration 350Q: 3 clusters Score -1.505111e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 102693 members 
Entering Unmasked Estep 
Score: -15051099.000000 Penalty: 3794.908447
	Iteration 351Q: 3 clusters Score -1.50511e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 102729 members 
Entering Unmasked Estep 
Score: -15051106.000000 Penalty: 3794.908447
	Iteration 352Q: 3 clusters Score -1.505111e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 102778 members 
Entering Unmasked Estep 
Score: -15051108.000000 Penalty: 3794.908447
	Iteration 353Q: 3 clusters Score -1.505111e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 102826 members 
Entering Unmasked Estep 
Score: -15051077.000000 Penalty: 3794.908447
	Iteration 354Q: 3 clusters Score -1.505108e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -15051077.000000 Penalty: 3794.908447
	Iteration 355Q: 3 clusters Score -1.505108e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 102951 members 
Entering Unmasked Estep 
Score: -15051099.000000 Penalty: 3794.908447
	Iteration 356Q: 3 clusters Score -1.50511e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 103037 members 
Entering Unmasked Estep 
Score: -15051114.000000 Penalty: 3794.908447
	Iteration 357Q: 3 clusters Score -1.505111e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 103132 members 
Entering Unmasked Estep 
Score: -15051135.000000 Penalty: 3794.908447
	Iteration 358Q: 3 clusters Score -1.505114e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 103233 members 
Entering Unmasked Estep 
Score: -15051152.000000 Penalty: 3794.908447
	Iteration 359Q: 3 clusters Score -1.505115e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 103343 members 
Entering Unmasked Estep 
Score: -15051133.000000 Penalty: 3794.908447
	Iteration 360F: 3 clusters Score -1.505113e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 103450 members 
Entering Unmasked Estep 
Score: -15051152.000000 Penalty: 3794.908447
	Iteration 361Q: 3 clusters Score -1.505115e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 103555 members 
Entering Unmasked Estep 
Score: -15051175.000000 Penalty: 3794.908447
	Iteration 362Q: 3 clusters Score -1.505118e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 103681 members 
Entering Unmasked Estep 
Score: -15051208.000000 Penalty: 3794.908447
	Iteration 363Q: 3 clusters Score -1.505121e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 103806 members 
Entering Unmasked Estep 
Score: -15051227.000000 Penalty: 3794.908447
	Iteration 364Q: 3 clusters Score -1.505123e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 103923 members 
Entering Unmasked Estep 
Score: -15051240.000000 Penalty: 3794.908447
	Iteration 365Q: 3 clusters Score -1.505124e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 104056 members 
Entering Unmasked Estep 
Score: -15051255.000000 Penalty: 3794.908447
	Iteration 366Q: 3 clusters Score -1.505126e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 104196 members 
Entering Unmasked Estep 
Score: -15051269.000000 Penalty: 3794.908447
	Iteration 367Q: 3 clusters Score -1.505127e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 104331 members 
Entering Unmasked Estep 
Score: -15051286.000000 Penalty: 3794.908447
	Iteration 368Q: 3 clusters Score -1.505129e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 104472 members 
Entering Unmasked Estep 
Score: -15051283.000000 Penalty: 3794.908447
	Iteration 369Q: 3 clusters Score -1.505128e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 104608 members 
Entering Unmasked Estep 
Score: -15051308.000000 Penalty: 3794.908447
	Iteration 370Q: 3 clusters Score -1.505131e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 104721 members 
Entering Unmasked Estep 
Score: -15051292.000000 Penalty: 3794.908447
	Iteration 371Q: 3 clusters Score -1.505129e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 104816 members 
Entering Unmasked Estep 
Score: -15051297.000000 Penalty: 3794.908447
	Iteration 372Q: 3 clusters Score -1.50513e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 104908 members 
Entering Unmasked Estep 
Score: -15051302.000000 Penalty: 3794.908447
	Iteration 373Q: 3 clusters Score -1.50513e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 105011 members 
Entering Unmasked Estep 
Score: -15051292.000000 Penalty: 3794.908447
	Iteration 374Q: 3 clusters Score -1.505129e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 105118 members 
Entering Unmasked Estep 
Score: -15051305.000000 Penalty: 3794.908447
	Iteration 375Q: 3 clusters Score -1.50513e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 105200 members 
Entering Unmasked Estep 
Score: -15051274.000000 Penalty: 3794.908447
	Iteration 376Q: 3 clusters Score -1.505127e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 105270 members 
Entering Unmasked Estep 
Score: -15051278.000000 Penalty: 3794.908447
	Iteration 377Q: 3 clusters Score -1.505128e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 105343 members 
Entering Unmasked Estep 
Score: -15051284.000000 Penalty: 3794.908447
	Iteration 378Q: 3 clusters Score -1.505128e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 105407 members 
Entering Unmasked Estep 
Score: -15051284.000000 Penalty: 3794.908447
	Iteration 379Q: 3 clusters Score -1.505128e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 105468 members 
Entering Unmasked Estep 
Score: -15051294.000000 Penalty: 3794.908447
	Iteration 380F: 3 clusters Score -1.505129e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 105536 members 
Entering Unmasked Estep 
Score: -15051294.000000 Penalty: 3794.908447
	Iteration 381Q: 3 clusters Score -1.505129e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -15051302.000000 Penalty: 3794.908447
	Iteration 382Q: 3 clusters Score -1.50513e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 105668 members 
Entering Unmasked Estep 
Score: -15051297.000000 Penalty: 3794.908447
	Iteration 383Q: 3 clusters Score -1.50513e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 105744 members 
Entering Unmasked Estep 
Score: -15051299.000000 Penalty: 3794.908447
	Iteration 384Q: 3 clusters Score -1.50513e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 105820 members 
Entering Unmasked Estep 
Score: -15051304.000000 Penalty: 3794.908447
	Iteration 385Q: 3 clusters Score -1.50513e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 105903 members 
Entering Unmasked Estep 
Score: -15051292.000000 Penalty: 3794.908447
	Iteration 386Q: 3 clusters Score -1.505129e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 105990 members 
Entering Unmasked Estep 
Score: -15051296.000000 Penalty: 3794.908447
	Iteration 387Q: 3 clusters Score -1.50513e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 106081 members 
Entering Unmasked Estep 
Score: -15051283.000000 Penalty: 3794.908447
	Iteration 388Q: 3 clusters Score -1.505128e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 106190 members 
Entering Unmasked Estep 
Score: -15051300.000000 Penalty: 3794.908447
	Iteration 389Q: 3 clusters Score -1.50513e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 106292 members 
Entering Unmasked Estep 
Score: -15051304.000000 Penalty: 3794.908447
	Iteration 390Q: 3 clusters Score -1.50513e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 106389 members 
Entering Unmasked Estep 
Score: -15051318.000000 Penalty: 3794.908447
	Iteration 391Q: 3 clusters Score -1.505132e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -15051310.000000 Penalty: 3794.908447
	Iteration 392Q: 3 clusters Score -1.505131e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 106557 members 
Entering Unmasked Estep 
Score: -15051320.000000 Penalty: 3794.908447
	Iteration 393Q: 3 clusters Score -1.505132e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 106663 members 
Entering Unmasked Estep 
Score: -15051328.000000 Penalty: 3794.908447
	Iteration 394Q: 3 clusters Score -1.505133e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 106768 members 
Entering Unmasked Estep 
Score: -15051338.000000 Penalty: 3794.908447
	Iteration 395Q: 3 clusters Score -1.505134e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 106873 members 
Entering Unmasked Estep 
Score: -15051332.000000 Penalty: 3794.908447
	Iteration 396Q: 3 clusters Score -1.505133e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 106989 members 
Entering Unmasked Estep 
Score: -15051327.000000 Penalty: 3794.908447
	Iteration 397Q: 3 clusters Score -1.505133e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 107110 members 
Entering Unmasked Estep 
Score: -15051309.000000 Penalty: 3794.908447
	Iteration 398Q: 3 clusters Score -1.505131e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 107243 members 
Entering Unmasked Estep 
Score: -15051342.000000 Penalty: 3794.908447
	Iteration 399Q: 3 clusters Score -1.505134e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 107369 members 
Entering Unmasked Estep 
Score: -15051316.000000 Penalty: 3794.908447
	Iteration 400F: 3 clusters Score -1.505132e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 107494 members 
Entering Unmasked Estep 
Score: -15051305.000000 Penalty: 3794.908447
	Iteration 401Q: 3 clusters Score -1.50513e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 107620 members 
Entering Unmasked Estep 
Score: -15051293.000000 Penalty: 3794.908447
	Iteration 402Q: 3 clusters Score -1.505129e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 107735 members 
Entering Unmasked Estep 
Score: -15051283.000000 Penalty: 3794.908447
	Iteration 403Q: 3 clusters Score -1.505128e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 107860 members 
Entering Unmasked Estep 
Score: -15051283.000000 Penalty: 3794.908447
	Iteration 404Q: 3 clusters Score -1.505128e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -15051288.000000 Penalty: 3794.908447
	Iteration 405Q: 3 clusters Score -1.505129e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 108114 members 
Entering Unmasked Estep 
Score: -15051302.000000 Penalty: 3794.908447
	Iteration 406Q: 3 clusters Score -1.50513e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 108237 members 
Entering Unmasked Estep 
Score: -15051297.000000 Penalty: 3794.908447
	Iteration 407Q: 3 clusters Score -1.50513e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -15051307.000000 Penalty: 3794.908447
	Iteration 408Q: 3 clusters Score -1.505131e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 108500 members 
Entering Unmasked Estep 
Score: -15051351.000000 Penalty: 3794.908447
	Iteration 409Q: 3 clusters Score -1.505135e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 108624 members 
Entering Unmasked Estep 
Score: -15051378.000000 Penalty: 3794.908447
	Iteration 410Q: 3 clusters Score -1.505138e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 108759 members 
Entering Unmasked Estep 
Score: -15051397.000000 Penalty: 3794.908447
	Iteration 411Q: 3 clusters Score -1.50514e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 108882 members 
Entering Unmasked Estep 
Score: -15051403.000000 Penalty: 3794.908447
	Iteration 412Q: 3 clusters Score -1.50514e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 109010 members 
Entering Unmasked Estep 
Score: -15051375.000000 Penalty: 3794.908447
	Iteration 413Q: 3 clusters Score -1.505138e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 109147 members 
Entering Unmasked Estep 
Score: -15051436.000000 Penalty: 3794.908447
	Iteration 414Q: 3 clusters Score -1.505144e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 109292 members 
Entering Unmasked Estep 
Score: -15051484.000000 Penalty: 3794.908447
	Iteration 415Q: 3 clusters Score -1.505148e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 109447 members 
Entering Unmasked Estep 
Score: -15051569.000000 Penalty: 3794.908447
	Iteration 416Q: 3 clusters Score -1.505157e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 109612 members 
Entering Unmasked Estep 
Score: -15051629.000000 Penalty: 3794.908447
	Iteration 417Q: 3 clusters Score -1.505163e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 109796 members 
Entering Unmasked Estep 
Score: -15051676.000000 Penalty: 3794.908447
	Iteration 418Q: 3 clusters Score -1.505168e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 109984 members 
Entering Unmasked Estep 
Score: -15051764.000000 Penalty: 3794.908447
	Iteration 419Q: 3 clusters Score -1.505176e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 110169 members 
Entering Unmasked Estep 
Score: -15051836.000000 Penalty: 3794.908447
	Iteration 420F: 3 clusters Score -1.505184e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 110362 members 
Entering Unmasked Estep 
Score: -15051933.000000 Penalty: 3794.908447
	Iteration 421Q: 3 clusters Score -1.505193e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 110572 members 
Entering Unmasked Estep 
Score: -15052055.000000 Penalty: 3794.908447
	Iteration 422Q: 3 clusters Score -1.505206e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 110782 members 
Entering Unmasked Estep 
Score: -15052130.000000 Penalty: 3794.908447
	Iteration 423Q: 3 clusters Score -1.505213e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 111025 members 
Entering Unmasked Estep 
Score: -15052230.000000 Penalty: 3794.908447
	Iteration 424Q: 3 clusters Score -1.505223e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 111263 members 
Entering Unmasked Estep 
Score: -15052322.000000 Penalty: 3794.908447
	Iteration 425Q: 3 clusters Score -1.505232e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 111503 members 
Entering Unmasked Estep 
Score: -15052451.000000 Penalty: 3794.908447
	Iteration 426Q: 3 clusters Score -1.505245e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 111744 members 
Entering Unmasked Estep 
Score: -15052556.000000 Penalty: 3794.908447
	Iteration 427Q: 3 clusters Score -1.505256e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 111991 members 
Entering Unmasked Estep 
Score: -15052697.000000 Penalty: 3794.908447
	Iteration 428Q: 3 clusters Score -1.50527e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 112237 members 
Entering Unmasked Estep 
Score: -15052776.000000 Penalty: 3794.908447
	Iteration 429Q: 3 clusters Score -1.505278e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 112482 members 
Entering Unmasked Estep 
Score: -15052852.000000 Penalty: 3794.908447
	Iteration 430Q: 3 clusters Score -1.505285e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 112726 members 
Entering Unmasked Estep 
Score: -15052911.000000 Penalty: 3794.908447
	Iteration 431Q: 3 clusters Score -1.505291e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 112950 members 
Entering Unmasked Estep 
Score: -15053006.000000 Penalty: 3794.908447
	Iteration 432Q: 3 clusters Score -1.505301e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 113171 members 
Entering Unmasked Estep 
Score: -15053043.000000 Penalty: 3794.908447
	Iteration 433Q: 3 clusters Score -1.505304e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 113401 members 
Entering Unmasked Estep 
Score: -15053120.000000 Penalty: 3794.908447
	Iteration 434Q: 3 clusters Score -1.505312e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 113651 members 
Entering Unmasked Estep 
Score: -15053196.000000 Penalty: 3794.908447
	Iteration 435Q: 3 clusters Score -1.50532e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 113905 members 
Entering Unmasked Estep 
Score: -15053367.000000 Penalty: 3794.908447
	Iteration 436Q: 3 clusters Score -1.505337e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 114185 members 
Entering Unmasked Estep 
Score: -15053469.000000 Penalty: 3794.908447
	Iteration 437Q: 3 clusters Score -1.505347e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 114459 members 
Entering Unmasked Estep 
Score: -15053603.000000 Penalty: 3794.908447
	Iteration 438Q: 3 clusters Score -1.50536e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 114730 members 
Entering Unmasked Estep 
Score: -15053723.000000 Penalty: 3794.908447
	Iteration 439Q: 3 clusters Score -1.505372e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 115017 members 
Entering Unmasked Estep 
Score: -15053867.000000 Penalty: 3794.908447
	Iteration 440F: 3 clusters Score -1.505387e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 115260 members 
Entering Unmasked Estep 
Score: -15053960.000000 Penalty: 3794.908447
	Iteration 441Q: 3 clusters Score -1.505396e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 115478 members 
Entering Unmasked Estep 
Score: -15054002.000000 Penalty: 3794.908447
	Iteration 442Q: 3 clusters Score -1.5054e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 115672 members 
Entering Unmasked Estep 
Score: -15054066.000000 Penalty: 3794.908447
	Iteration 443Q: 3 clusters Score -1.505407e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 115855 members 
Entering Unmasked Estep 
Score: -15054119.000000 Penalty: 3794.908447
	Iteration 444Q: 3 clusters Score -1.505412e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 116008 members 
Entering Unmasked Estep 
Score: -15054186.000000 Penalty: 3794.908447
	Iteration 445Q: 3 clusters Score -1.505419e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 116143 members 
Entering Unmasked Estep 
Score: -15054200.000000 Penalty: 3794.908447
	Iteration 446Q: 3 clusters Score -1.50542e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 116238 members 
Entering Unmasked Estep 
Score: -15054238.000000 Penalty: 3794.908447
	Iteration 447Q: 3 clusters Score -1.505424e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 116327 members 
Entering Unmasked Estep 
Score: -15054221.000000 Penalty: 3794.908447
	Iteration 448Q: 3 clusters Score -1.505422e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 116412 members 
Entering Unmasked Estep 
Score: -15054252.000000 Penalty: 3794.908447
	Iteration 449Q: 3 clusters Score -1.505425e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 116477 members 
Entering Unmasked Estep 
Score: -15054278.000000 Penalty: 3794.908447
	Iteration 450Q: 3 clusters Score -1.505428e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 116529 members 
Entering Unmasked Estep 
Score: -15054289.000000 Penalty: 3794.908447
	Iteration 451Q: 3 clusters Score -1.505429e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 116588 members 
Entering Unmasked Estep 
Score: -15054321.000000 Penalty: 3794.908447
	Iteration 452Q: 3 clusters Score -1.505432e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 116642 members 
Entering Unmasked Estep 
Score: -15054349.000000 Penalty: 3794.908447
	Iteration 453Q: 3 clusters Score -1.505435e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 116691 members 
Entering Unmasked Estep 
Score: -15054373.000000 Penalty: 3794.908447
	Iteration 454Q: 3 clusters Score -1.505437e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 116741 members 
Entering Unmasked Estep 
Score: -15054374.000000 Penalty: 3794.908447
	Iteration 455Q: 3 clusters Score -1.505437e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 116777 members 
Entering Unmasked Estep 
Score: -15054409.000000 Penalty: 3794.908447
	Iteration 456Q: 3 clusters Score -1.505441e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 116814 members 
Entering Unmasked Estep 
Score: -15054404.000000 Penalty: 3794.908447
	Iteration 457Q: 3 clusters Score -1.50544e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 116851 members 
Entering Unmasked Estep 
Score: -15054416.000000 Penalty: 3794.908447
	Iteration 458Q: 3 clusters Score -1.505442e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 116884 members 
Entering Unmasked Estep 
Score: -15054444.000000 Penalty: 3794.908447
	Iteration 459Q: 3 clusters Score -1.505444e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 116916 members 
Entering Unmasked Estep 
Score: -15054458.000000 Penalty: 3794.908447
	Iteration 460F: 3 clusters Score -1.505446e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 116945 members 
Entering Unmasked Estep 
Score: -15054454.000000 Penalty: 3794.908447
	Iteration 461Q: 3 clusters Score -1.505445e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 116969 members 
Entering Unmasked Estep 
Score: -15054463.000000 Penalty: 3794.908447
	Iteration 462Q: 3 clusters Score -1.505446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 116983 members 
Entering Unmasked Estep 
Score: -15054469.000000 Penalty: 3794.908447
	Iteration 463Q: 3 clusters Score -1.505447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 116995 members 
Entering Unmasked Estep 
Score: -15054473.000000 Penalty: 3794.908447
	Iteration 464Q: 3 clusters Score -1.505447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 117001 members 
Entering Unmasked Estep 
Score: -15054469.000000 Penalty: 3794.908447
	Iteration 465Q: 3 clusters Score -1.505447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 117007 members 
Entering Unmasked Estep 
Score: -15054474.000000 Penalty: 3794.908447
	Iteration 466Q: 3 clusters Score -1.505447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 117011 members 
Entering Unmasked Estep 
Score: -15054473.000000 Penalty: 3794.908447
	Iteration 467Q: 3 clusters Score -1.505447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 117016 members 
Entering Unmasked Estep 
Score: -15054479.000000 Penalty: 3794.908447
	Iteration 468Q: 3 clusters Score -1.505448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 117021 members 
Entering Unmasked Estep 
Score: -15054482.000000 Penalty: 3794.908447
	Iteration 469Q: 3 clusters Score -1.505448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 117023 members 
Entering Unmasked Estep 
Score: -15054474.000000 Penalty: 3794.908447
	Iteration 470Q: 3 clusters Score -1.505447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 117026 members 
Entering Unmasked Estep 
Score: -15054482.000000 Penalty: 3794.908447
	Iteration 471Q: 3 clusters Score -1.505448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 117025 members 
Entering Unmasked Estep 
Score: -15054487.000000 Penalty: 3794.908447
	Iteration 472Q: 3 clusters Score -1.505449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 117025 members 
Entering Unmasked Estep 
Score: -15054487.000000 Penalty: 3794.908447
	Iteration 473F: 3 clusters Score -1.505449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Entering Unmasked Estep 
Score: -431561.468750 Penalty: 1315.237305
	Iteration 0F: 2 clusters Score -431561.5 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 1659 members 
Entering Unmasked Estep 
Score: -428649.812500 Penalty: 2630.474609
	Iteration 0F: 3 clusters Score -428649.8 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -429323.906250 Penalty: 2630.474609
	Iteration 1F: 3 clusters Score -429323.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -429459.812500 Penalty: 2630.474609
	Iteration 2F: 3 clusters Score -429459.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -429561.625000 Penalty: 2630.474609
	Iteration 3F: 3 clusters Score -429561.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -429647.593750 Penalty: 2630.474609
	Iteration 4Q: 3 clusters Score -429647.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -429708.406250 Penalty: 2630.474609
	Iteration 5Q: 3 clusters Score -429708.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -429758.812500 Penalty: 2630.474609
	Iteration 6Q: 3 clusters Score -429758.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -429808.906250 Penalty: 2630.474609
	Iteration 7Q: 3 clusters Score -429808.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -429852.906250 Penalty: 2630.474609
	Iteration 8Q: 3 clusters Score -429852.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -429893.687500 Penalty: 2630.474609
	Iteration 9Q: 3 clusters Score -429893.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -429931.000000 Penalty: 2630.474609
	Iteration 10Q: 3 clusters Score -429931 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -429965.656250 Penalty: 2630.474609
	Iteration 11Q: 3 clusters Score -429965.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -429997.812500 Penalty: 2630.474609
	Iteration 12Q: 3 clusters Score -429997.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -430026.500000 Penalty: 2630.474609
	Iteration 13Q: 3 clusters Score -430026.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -430056.343750 Penalty: 2630.474609
	Iteration 14Q: 3 clusters Score -430056.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -430076.593750 Penalty: 2630.474609
	Iteration 15Q: 3 clusters Score -430076.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -430095.968750 Penalty: 2630.474609
	Iteration 16Q: 3 clusters Score -430096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -430116.250000 Penalty: 2630.474609
	Iteration 17Q: 3 clusters Score -430116.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -430133.250000 Penalty: 2630.474609
	Iteration 18Q: 3 clusters Score -430133.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -430145.218750 Penalty: 2630.474609
	Iteration 19Q: 3 clusters Score -430145.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -430162.937500 Penalty: 2630.474609
	Iteration 20F: 3 clusters Score -430162.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -430175.000000 Penalty: 2630.474609
	Iteration 21Q: 3 clusters Score -430175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -430188.125000 Penalty: 2630.474609
	Iteration 22Q: 3 clusters Score -430188.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -430200.062500 Penalty: 2630.474609
	Iteration 23Q: 3 clusters Score -430200.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -430211.906250 Penalty: 2630.474609
	Iteration 24Q: 3 clusters Score -430211.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -430225.968750 Penalty: 2630.474609
	Iteration 25Q: 3 clusters Score -430226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -430237.968750 Penalty: 2630.474609
	Iteration 26Q: 3 clusters Score -430238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -430251.187500 Penalty: 2630.474609
	Iteration 27Q: 3 clusters Score -430251.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -430259.375000 Penalty: 2630.474609
	Iteration 28Q: 3 clusters Score -430259.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -430275.625000 Penalty: 2630.474609
	Iteration 29Q: 3 clusters Score -430275.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -430286.718750 Penalty: 2630.474609
	Iteration 30Q: 3 clusters Score -430286.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -430292.125000 Penalty: 2630.474609
	Iteration 31Q: 3 clusters Score -430292.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -430293.406250 Penalty: 2630.474609
	Iteration 32Q: 3 clusters Score -430293.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -430294.562500 Penalty: 2630.474609
	Iteration 33Q: 3 clusters Score -430294.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -430297.250000 Penalty: 2630.474609
	Iteration 34Q: 3 clusters Score -430297.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -430297.562500 Penalty: 2630.474609
	Iteration 35Q: 3 clusters Score -430297.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -430298.187500 Penalty: 2630.474609
	Iteration 36Q: 3 clusters Score -430298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -430299.156250 Penalty: 2630.474609
	Iteration 37Q: 3 clusters Score -430299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -430299.093750 Penalty: 2630.474609
	Iteration 38Q: 3 clusters Score -430299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -430301.437500 Penalty: 2630.474609
	Iteration 39Q: 3 clusters Score -430301.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -430303.531250 Penalty: 2630.474609
	Iteration 40F: 3 clusters Score -430303.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -430303.718750 Penalty: 2630.474609
	Iteration 41Q: 3 clusters Score -430303.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -430304.812500 Penalty: 2630.474609
	Iteration 42Q: 3 clusters Score -430304.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -430304.625000 Penalty: 2630.474609
	Iteration 43Q: 3 clusters Score -430304.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -430304.625000 Penalty: 2630.474609
	Iteration 44F: 3 clusters Score -430304.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -25801.441406 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -25801.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25043.533203 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -25043.53 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25312.679688 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -25312.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25411.232422 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -25411.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25447.923828 Penalty: 1842.711304
	Iteration 3Q: 3 clusters Score -25447.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25467.746094 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -25467.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25492.066406 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -25492.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25537.044922 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -25537.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25576.937500 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -25576.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25578.058594 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -25578.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25579.597656 Penalty: 1842.711304
	Iteration 9Q: 3 clusters Score -25579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25579.597656 Penalty: 1842.711304
	Iteration 10F: 3 clusters Score -25579.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Entering Unmasked Estep 
Score: -1739975.625000 Penalty: 1550.309082
	Iteration 0F: 2 clusters Score -1739976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1730300.625000 Penalty: 3100.618164
	Iteration 0F: 3 clusters Score -1730301 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1733855.000000 Penalty: 3100.618164
	Iteration 1F: 3 clusters Score -1733855 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1734270.250000 Penalty: 3100.618164
	Iteration 2F: 3 clusters Score -1734270 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1734657.500000 Penalty: 3100.618164
	Iteration 3F: 3 clusters Score -1734658 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1735008.625000 Penalty: 3100.618164
	Iteration 4F: 3 clusters Score -1735009 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1735342.125000 Penalty: 3100.618164
	Iteration 5Q: 3 clusters Score -1735342 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1735649.375000 Penalty: 3100.618164
	Iteration 6Q: 3 clusters Score -1735649 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1735997.000000 Penalty: 3100.618164
	Iteration 7Q: 3 clusters Score -1735997 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1736363.250000 Penalty: 3100.618164
	Iteration 8Q: 3 clusters Score -1736363 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1736706.125000 Penalty: 3100.618164
	Iteration 9Q: 3 clusters Score -1736706 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1736991.250000 Penalty: 3100.618164
	Iteration 10Q: 3 clusters Score -1736991 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1737180.125000 Penalty: 3100.618164
	Iteration 11Q: 3 clusters Score -1737180 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1737303.375000 Penalty: 3100.618164
	Iteration 12Q: 3 clusters Score -1737303 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1737410.000000 Penalty: 3100.618164
	Iteration 13Q: 3 clusters Score -1737410 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1737506.000000 Penalty: 3100.618164
	Iteration 14Q: 3 clusters Score -1737506 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1737610.250000 Penalty: 3100.618164
	Iteration 15Q: 3 clusters Score -1737610 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1737720.625000 Penalty: 3100.618164
	Iteration 16Q: 3 clusters Score -1737721 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1737826.375000 Penalty: 3100.618164
	Iteration 17Q: 3 clusters Score -1737826 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1737913.625000 Penalty: 3100.618164
	Iteration 18Q: 3 clusters Score -1737914 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1737995.250000 Penalty: 3100.618164
	Iteration 19Q: 3 clusters Score -1737995 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1738069.000000 Penalty: 3100.618164
	Iteration 20F: 3 clusters Score -1738069 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1738118.875000 Penalty: 3100.618164
	Iteration 21Q: 3 clusters Score -1738119 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1738167.375000 Penalty: 3100.618164
	Iteration 22Q: 3 clusters Score -1738167 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1738206.125000 Penalty: 3100.618164
	Iteration 23Q: 3 clusters Score -1738206 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1738236.750000 Penalty: 3100.618164
	Iteration 24Q: 3 clusters Score -1738237 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1738267.875000 Penalty: 3100.618164
	Iteration 25Q: 3 clusters Score -1738268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1738301.625000 Penalty: 3100.618164
	Iteration 26Q: 3 clusters Score -1738302 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1738327.625000 Penalty: 3100.618164
	Iteration 27Q: 3 clusters Score -1738328 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1738345.250000 Penalty: 3100.618164
	Iteration 28Q: 3 clusters Score -1738345 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1738371.000000 Penalty: 3100.618164
	Iteration 29Q: 3 clusters Score -1738371 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1738395.875000 Penalty: 3100.618164
	Iteration 30Q: 3 clusters Score -1738396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1738419.875000 Penalty: 3100.618164
	Iteration 31Q: 3 clusters Score -1738420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1738440.000000 Penalty: 3100.618164
	Iteration 32Q: 3 clusters Score -1738440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1738458.000000 Penalty: 3100.618164
	Iteration 33Q: 3 clusters Score -1738458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1738481.375000 Penalty: 3100.618164
	Iteration 34Q: 3 clusters Score -1738481 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1738498.250000 Penalty: 3100.618164
	Iteration 35Q: 3 clusters Score -1738498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1738508.250000 Penalty: 3100.618164
	Iteration 36Q: 3 clusters Score -1738508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1738519.375000 Penalty: 3100.618164
	Iteration 37Q: 3 clusters Score -1738519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1738517.500000 Penalty: 3100.618164
	Iteration 38Q: 3 clusters Score -1738518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1738521.750000 Penalty: 3100.618164
	Iteration 39Q: 3 clusters Score -1738522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1738522.750000 Penalty: 3100.618164
	Iteration 40F: 3 clusters Score -1738523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1738529.125000 Penalty: 3100.618164
	Iteration 41Q: 3 clusters Score -1738529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1738531.250000 Penalty: 3100.618164
	Iteration 42Q: 3 clusters Score -1738531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1738532.375000 Penalty: 3100.618164
	Iteration 43Q: 3 clusters Score -1738532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1738539.125000 Penalty: 3100.618164
	Iteration 44Q: 3 clusters Score -1738539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1738538.000000 Penalty: 3100.618164
	Iteration 45Q: 3 clusters Score -1738538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1738546.000000 Penalty: 3100.618164
	Iteration 46Q: 3 clusters Score -1738546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1738551.625000 Penalty: 3100.618164
	Iteration 47Q: 3 clusters Score -1738552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1738558.875000 Penalty: 3100.618164
	Iteration 48Q: 3 clusters Score -1738559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1738564.000000 Penalty: 3100.618164
	Iteration 49Q: 3 clusters Score -1738564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1738565.750000 Penalty: 3100.618164
	Iteration 50Q: 3 clusters Score -1738566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1738571.125000 Penalty: 3100.618164
	Iteration 51Q: 3 clusters Score -1738571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1738576.125000 Penalty: 3100.618164
	Iteration 52Q: 3 clusters Score -1738576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1738579.375000 Penalty: 3100.618164
	Iteration 53Q: 3 clusters Score -1738579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1738585.125000 Penalty: 3100.618164
	Iteration 54Q: 3 clusters Score -1738585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1738587.250000 Penalty: 3100.618164
	Iteration 55Q: 3 clusters Score -1738587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1738591.500000 Penalty: 3100.618164
	Iteration 56Q: 3 clusters Score -1738592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1738598.125000 Penalty: 3100.618164
	Iteration 57Q: 3 clusters Score -1738598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1738606.000000 Penalty: 3100.618164
	Iteration 58Q: 3 clusters Score -1738606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1738609.250000 Penalty: 3100.618164
	Iteration 59Q: 3 clusters Score -1738609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1738614.250000 Penalty: 3100.618164
	Iteration 60F: 3 clusters Score -1738614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1738622.125000 Penalty: 3100.618164
	Iteration 61Q: 3 clusters Score -1738622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1738627.500000 Penalty: 3100.618164
	Iteration 62Q: 3 clusters Score -1738628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1738634.125000 Penalty: 3100.618164
	Iteration 63Q: 3 clusters Score -1738634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1738640.875000 Penalty: 3100.618164
	Iteration 64Q: 3 clusters Score -1738641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1738642.875000 Penalty: 3100.618164
	Iteration 65Q: 3 clusters Score -1738643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1738646.375000 Penalty: 3100.618164
	Iteration 66Q: 3 clusters Score -1738646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1738648.750000 Penalty: 3100.618164
	Iteration 67Q: 3 clusters Score -1738649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1738652.000000 Penalty: 3100.618164
	Iteration 68Q: 3 clusters Score -1738652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1738652.750000 Penalty: 3100.618164
	Iteration 69Q: 3 clusters Score -1738653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1738654.000000 Penalty: 3100.618164
	Iteration 70Q: 3 clusters Score -1738654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1738655.000000 Penalty: 3100.618164
	Iteration 71Q: 3 clusters Score -1738655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1738657.375000 Penalty: 3100.618164
	Iteration 72Q: 3 clusters Score -1738657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1738661.875000 Penalty: 3100.618164
	Iteration 73Q: 3 clusters Score -1738662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1738667.750000 Penalty: 3100.618164
	Iteration 74Q: 3 clusters Score -1738668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1738664.875000 Penalty: 3100.618164
	Iteration 75Q: 3 clusters Score -1738665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1738664.250000 Penalty: 3100.618164
	Iteration 76Q: 3 clusters Score -1738664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1738665.500000 Penalty: 3100.618164
	Iteration 77Q: 3 clusters Score -1738666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1738667.875000 Penalty: 3100.618164
	Iteration 78Q: 3 clusters Score -1738668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1738671.625000 Penalty: 3100.618164
	Iteration 79Q: 3 clusters Score -1738672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1738672.750000 Penalty: 3100.618164
	Iteration 80F: 3 clusters Score -1738673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1738673.625000 Penalty: 3100.618164
	Iteration 81Q: 3 clusters Score -1738674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1738676.625000 Penalty: 3100.618164
	Iteration 82Q: 3 clusters Score -1738677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1738679.625000 Penalty: 3100.618164
	Iteration 83Q: 3 clusters Score -1738680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1738681.375000 Penalty: 3100.618164
	Iteration 84Q: 3 clusters Score -1738681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1738683.625000 Penalty: 3100.618164
	Iteration 85Q: 3 clusters Score -1738684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1738687.750000 Penalty: 3100.618164
	Iteration 86Q: 3 clusters Score -1738688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1738688.000000 Penalty: 3100.618164
	Iteration 87Q: 3 clusters Score -1738688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1738691.000000 Penalty: 3100.618164
	Iteration 88Q: 3 clusters Score -1738691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1738691.125000 Penalty: 3100.618164
	Iteration 89Q: 3 clusters Score -1738691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1738691.625000 Penalty: 3100.618164
	Iteration 90Q: 3 clusters Score -1738692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1738691.375000 Penalty: 3100.618164
	Iteration 91Q: 3 clusters Score -1738691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1738692.875000 Penalty: 3100.618164
	Iteration 92Q: 3 clusters Score -1738693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1738694.625000 Penalty: 3100.618164
	Iteration 93Q: 3 clusters Score -1738695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1738694.875000 Penalty: 3100.618164
	Iteration 94Q: 3 clusters Score -1738695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1738694.875000 Penalty: 3100.618164
	Iteration 95F: 3 clusters Score -1738695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Entering Unmasked Estep 
Score: -4777513.000000 Penalty: 1723.014160
	Iteration 0F: 2 clusters Score -4777513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -4750370.000000 Penalty: 3446.028320
	Iteration 0F: 3 clusters Score -4750370 nChanged 18842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -4761330.000000 Penalty: 3446.028320
	Iteration 1F: 3 clusters Score -4761330 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4762193.500000 Penalty: 3446.028320
	Iteration 2F: 3 clusters Score -4762194 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -4763192.000000 Penalty: 3446.028320
	Iteration 3F: 3 clusters Score -4763192 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4764389.000000 Penalty: 3446.028320
	Iteration 4F: 3 clusters Score -4764389 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -4765835.000000 Penalty: 3446.028320
	Iteration 5F: 3 clusters Score -4765835 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4767359.000000 Penalty: 3446.028320
	Iteration 6F: 3 clusters Score -4767359 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4768863.500000 Penalty: 3446.028320
	Iteration 7F: 3 clusters Score -4768864 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -4770209.000000 Penalty: 3446.028320
	Iteration 8F: 3 clusters Score -4770209 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -4771203.000000 Penalty: 3446.028320
	Iteration 9Q: 3 clusters Score -4771203 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -4771885.000000 Penalty: 3446.028320
	Iteration 10Q: 3 clusters Score -4771885 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -4772412.500000 Penalty: 3446.028320
	Iteration 11Q: 3 clusters Score -4772412 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -4772822.500000 Penalty: 3446.028320
	Iteration 12Q: 3 clusters Score -4772822 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -4773164.500000 Penalty: 3446.028320
	Iteration 13Q: 3 clusters Score -4773164 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4773435.000000 Penalty: 3446.028320
	Iteration 14Q: 3 clusters Score -4773435 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4773727.000000 Penalty: 3446.028320
	Iteration 15Q: 3 clusters Score -4773727 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -4774029.000000 Penalty: 3446.028320
	Iteration 16Q: 3 clusters Score -4774029 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -4774306.500000 Penalty: 3446.028320
	Iteration 17Q: 3 clusters Score -4774306 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -4774587.000000 Penalty: 3446.028320
	Iteration 18Q: 3 clusters Score -4774587 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -4774821.500000 Penalty: 3446.028320
	Iteration 19Q: 3 clusters Score -4774822 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4775069.500000 Penalty: 3446.028320
	Iteration 20F: 3 clusters Score -4775070 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4775277.500000 Penalty: 3446.028320
	Iteration 21Q: 3 clusters Score -4775278 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4775478.500000 Penalty: 3446.028320
	Iteration 22Q: 3 clusters Score -4775478 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4775597.500000 Penalty: 3446.028320
	Iteration 23Q: 3 clusters Score -4775598 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4775717.500000 Penalty: 3446.028320
	Iteration 24Q: 3 clusters Score -4775718 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4775811.500000 Penalty: 3446.028320
	Iteration 25Q: 3 clusters Score -4775812 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4775883.500000 Penalty: 3446.028320
	Iteration 26Q: 3 clusters Score -4775884 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4775948.500000 Penalty: 3446.028320
	Iteration 27Q: 3 clusters Score -4775948 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4776016.500000 Penalty: 3446.028320
	Iteration 28Q: 3 clusters Score -4776016 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4776067.500000 Penalty: 3446.028320
	Iteration 29Q: 3 clusters Score -4776068 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4776091.500000 Penalty: 3446.028320
	Iteration 30Q: 3 clusters Score -4776092 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4776125.500000 Penalty: 3446.028320
	Iteration 31Q: 3 clusters Score -4776126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4776148.000000 Penalty: 3446.028320
	Iteration 32Q: 3 clusters Score -4776148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4776196.000000 Penalty: 3446.028320
	Iteration 33Q: 3 clusters Score -4776196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4776198.000000 Penalty: 3446.028320
	Iteration 34Q: 3 clusters Score -4776198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4776212.000000 Penalty: 3446.028320
	Iteration 35Q: 3 clusters Score -4776212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4776223.500000 Penalty: 3446.028320
	Iteration 36Q: 3 clusters Score -4776224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4776236.000000 Penalty: 3446.028320
	Iteration 37Q: 3 clusters Score -4776236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4776239.500000 Penalty: 3446.028320
	Iteration 38Q: 3 clusters Score -4776240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4776249.000000 Penalty: 3446.028320
	Iteration 39Q: 3 clusters Score -4776249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4776254.500000 Penalty: 3446.028320
	Iteration 40F: 3 clusters Score -4776254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4776247.000000 Penalty: 3446.028320
	Iteration 41Q: 3 clusters Score -4776247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4776254.500000 Penalty: 3446.028320
	Iteration 42Q: 3 clusters Score -4776254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4776256.000000 Penalty: 3446.028320
	Iteration 43Q: 3 clusters Score -4776256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4776255.500000 Penalty: 3446.028320
	Iteration 44Q: 3 clusters Score -4776256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4776254.000000 Penalty: 3446.028320
	Iteration 45Q: 3 clusters Score -4776254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4776258.500000 Penalty: 3446.028320
	Iteration 46Q: 3 clusters Score -4776258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4776266.500000 Penalty: 3446.028320
	Iteration 47Q: 3 clusters Score -4776266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4776272.000000 Penalty: 3446.028320
	Iteration 48Q: 3 clusters Score -4776272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4776266.000000 Penalty: 3446.028320
	Iteration 49Q: 3 clusters Score -4776266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4776272.000000 Penalty: 3446.028320
	Iteration 50Q: 3 clusters Score -4776272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4776276.500000 Penalty: 3446.028320
	Iteration 51Q: 3 clusters Score -4776276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4776283.000000 Penalty: 3446.028320
	Iteration 52Q: 3 clusters Score -4776283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4776280.000000 Penalty: 3446.028320
	Iteration 53Q: 3 clusters Score -4776280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4776280.000000 Penalty: 3446.028320
	Iteration 54Q: 3 clusters Score -4776280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4776279.000000 Penalty: 3446.028320
	Iteration 55Q: 3 clusters Score -4776279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4776276.000000 Penalty: 3446.028320
	Iteration 56Q: 3 clusters Score -4776276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4776276.000000 Penalty: 3446.028320
	Iteration 57F: 3 clusters Score -4776276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Entering Unmasked Estep 
Score: -938194.312500 Penalty: 1448.517456
	Iteration 0F: 2 clusters Score -938194.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -932645.812500 Penalty: 2897.034912
	Iteration 0F: 3 clusters Score -932645.8 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -934359.750000 Penalty: 2897.034912
	Iteration 1F: 3 clusters Score -934359.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -934540.875000 Penalty: 2897.034912
	Iteration 2F: 3 clusters Score -934540.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -934680.687500 Penalty: 2897.034912
	Iteration 3Q: 3 clusters Score -934680.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -934822.625000 Penalty: 2897.034912
	Iteration 4Q: 3 clusters Score -934822.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -934987.062500 Penalty: 2897.034912
	Iteration 5Q: 3 clusters Score -934987.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -935166.312500 Penalty: 2897.034912
	Iteration 6Q: 3 clusters Score -935166.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -935377.312500 Penalty: 2897.034912
	Iteration 7Q: 3 clusters Score -935377.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -935602.750000 Penalty: 2897.034912
	Iteration 8Q: 3 clusters Score -935602.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -935811.375000 Penalty: 2897.034912
	Iteration 9Q: 3 clusters Score -935811.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -936032.375000 Penalty: 2897.034912
	Iteration 10Q: 3 clusters Score -936032.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -936243.500000 Penalty: 2897.034912
	Iteration 11Q: 3 clusters Score -936243.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -936395.187500 Penalty: 2897.034912
	Iteration 12Q: 3 clusters Score -936395.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -936498.437500 Penalty: 2897.034912
	Iteration 13Q: 3 clusters Score -936498.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -936587.625000 Penalty: 2897.034912
	Iteration 14Q: 3 clusters Score -936587.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -936643.312500 Penalty: 2897.034912
	Iteration 15Q: 3 clusters Score -936643.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -936676.937500 Penalty: 2897.034912
	Iteration 16Q: 3 clusters Score -936676.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -936705.687500 Penalty: 2897.034912
	Iteration 17Q: 3 clusters Score -936705.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -936749.312500 Penalty: 2897.034912
	Iteration 18Q: 3 clusters Score -936749.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -936800.562500 Penalty: 2897.034912
	Iteration 19Q: 3 clusters Score -936800.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -936848.875000 Penalty: 2897.034912
	Iteration 20F: 3 clusters Score -936848.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -936911.062500 Penalty: 2897.034912
	Iteration 21Q: 3 clusters Score -936911.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -936969.000000 Penalty: 2897.034912
	Iteration 22Q: 3 clusters Score -936969 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -937002.687500 Penalty: 2897.034912
	Iteration 23Q: 3 clusters Score -937002.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -937026.687500 Penalty: 2897.034912
	Iteration 24Q: 3 clusters Score -937026.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -937045.562500 Penalty: 2897.034912
	Iteration 25Q: 3 clusters Score -937045.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -937059.375000 Penalty: 2897.034912
	Iteration 26Q: 3 clusters Score -937059.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -937071.750000 Penalty: 2897.034912
	Iteration 27Q: 3 clusters Score -937071.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -937081.312500 Penalty: 2897.034912
	Iteration 28Q: 3 clusters Score -937081.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -937087.750000 Penalty: 2897.034912
	Iteration 29Q: 3 clusters Score -937087.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -937092.875000 Penalty: 2897.034912
	Iteration 30Q: 3 clusters Score -937092.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -937094.937500 Penalty: 2897.034912
	Iteration 31Q: 3 clusters Score -937094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -937098.625000 Penalty: 2897.034912
	Iteration 32Q: 3 clusters Score -937098.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -937100.062500 Penalty: 2897.034912
	Iteration 33Q: 3 clusters Score -937100.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -937101.125000 Penalty: 2897.034912
	Iteration 34Q: 3 clusters Score -937101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -937101.312500 Penalty: 2897.034912
	Iteration 35Q: 3 clusters Score -937101.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -937103.250000 Penalty: 2897.034912
	Iteration 36Q: 3 clusters Score -937103.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -937103.250000 Penalty: 2897.034912
	Iteration 37F: 3 clusters Score -937103.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Entering Unmasked Estep 
Score: -687477.312500 Penalty: 1397.689575
	Iteration 0F: 2 clusters Score -687477.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -683230.000000 Penalty: 2795.379150
	Iteration 0F: 3 clusters Score -683230 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -684499.812500 Penalty: 2795.379150
	Iteration 1F: 3 clusters Score -684499.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -684884.500000 Penalty: 2795.379150
	Iteration 2F: 3 clusters Score -684884.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -685245.000000 Penalty: 2795.379150
	Iteration 3F: 3 clusters Score -685245 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -685572.812500 Penalty: 2795.379150
	Iteration 4F: 3 clusters Score -685572.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -685885.187500 Penalty: 2795.379150
	Iteration 5F: 3 clusters Score -685885.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -686148.375000 Penalty: 2795.379150
	Iteration 6F: 3 clusters Score -686148.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -686335.562500 Penalty: 2795.379150
	Iteration 7Q: 3 clusters Score -686335.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -686459.312500 Penalty: 2795.379150
	Iteration 8Q: 3 clusters Score -686459.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -686538.125000 Penalty: 2795.379150
	Iteration 9Q: 3 clusters Score -686538.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -686601.750000 Penalty: 2795.379150
	Iteration 10Q: 3 clusters Score -686601.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -686647.000000 Penalty: 2795.379150
	Iteration 11Q: 3 clusters Score -686647 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -686675.500000 Penalty: 2795.379150
	Iteration 12Q: 3 clusters Score -686675.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -686692.750000 Penalty: 2795.379150
	Iteration 13Q: 3 clusters Score -686692.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -686715.187500 Penalty: 2795.379150
	Iteration 14Q: 3 clusters Score -686715.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -686735.375000 Penalty: 2795.379150
	Iteration 15Q: 3 clusters Score -686735.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -686748.562500 Penalty: 2795.379150
	Iteration 16Q: 3 clusters Score -686748.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -686754.375000 Penalty: 2795.379150
	Iteration 17Q: 3 clusters Score -686754.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -686761.750000 Penalty: 2795.379150
	Iteration 18Q: 3 clusters Score -686761.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -686766.062500 Penalty: 2795.379150
	Iteration 19Q: 3 clusters Score -686766.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -686770.000000 Penalty: 2795.379150
	Iteration 20F: 3 clusters Score -686770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -686772.062500 Penalty: 2795.379150
	Iteration 21Q: 3 clusters Score -686772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -686770.812500 Penalty: 2795.379150
	Iteration 22Q: 3 clusters Score -686770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -686770.812500 Penalty: 2795.379150
	Iteration 23F: 3 clusters Score -686770.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Entering Unmasked Estep 
Score: -3548144.250000 Penalty: 1664.196411
	Iteration 0F: 2 clusters Score -3548144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3529373.250000 Penalty: 3328.392822
	Iteration 0F: 3 clusters Score -3529373 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -3536229.750000 Penalty: 3328.392822
	Iteration 1F: 3 clusters Score -3536230 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3536681.500000 Penalty: 3328.392822
	Iteration 2Q: 3 clusters Score -3536682 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3537155.750000 Penalty: 3328.392822
	Iteration 3Q: 3 clusters Score -3537156 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3537759.000000 Penalty: 3328.392822
	Iteration 4Q: 3 clusters Score -3537759 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3538515.000000 Penalty: 3328.392822
	Iteration 5F: 3 clusters Score -3538515 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3539458.250000 Penalty: 3328.392822
	Iteration 6F: 3 clusters Score -3539458 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3540505.750000 Penalty: 3328.392822
	Iteration 7F: 3 clusters Score -3540506 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3541695.250000 Penalty: 3328.392822
	Iteration 8F: 3 clusters Score -3541695 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -3542918.250000 Penalty: 3328.392822
	Iteration 9F: 3 clusters Score -3542918 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -3543927.500000 Penalty: 3328.392822
	Iteration 10Q: 3 clusters Score -3543928 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3544757.750000 Penalty: 3328.392822
	Iteration 11Q: 3 clusters Score -3544758 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -3545338.750000 Penalty: 3328.392822
	Iteration 12Q: 3 clusters Score -3545339 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3545723.250000 Penalty: 3328.392822
	Iteration 13Q: 3 clusters Score -3545723 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3546005.000000 Penalty: 3328.392822
	Iteration 14Q: 3 clusters Score -3546005 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3546234.750000 Penalty: 3328.392822
	Iteration 15Q: 3 clusters Score -3546235 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3546437.000000 Penalty: 3328.392822
	Iteration 16Q: 3 clusters Score -3546437 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3546605.000000 Penalty: 3328.392822
	Iteration 17Q: 3 clusters Score -3546605 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3546733.250000 Penalty: 3328.392822
	Iteration 18Q: 3 clusters Score -3546733 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3546836.000000 Penalty: 3328.392822
	Iteration 19Q: 3 clusters Score -3546836 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3546921.000000 Penalty: 3328.392822
	Iteration 20F: 3 clusters Score -3546921 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3546992.500000 Penalty: 3328.392822
	Iteration 21Q: 3 clusters Score -3546992 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3547032.500000 Penalty: 3328.392822
	Iteration 22Q: 3 clusters Score -3547032 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3547063.000000 Penalty: 3328.392822
	Iteration 23Q: 3 clusters Score -3547063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3547088.750000 Penalty: 3328.392822
	Iteration 24Q: 3 clusters Score -3547089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3547114.500000 Penalty: 3328.392822
	Iteration 25Q: 3 clusters Score -3547114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3547130.000000 Penalty: 3328.392822
	Iteration 26Q: 3 clusters Score -3547130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3547135.500000 Penalty: 3328.392822
	Iteration 27Q: 3 clusters Score -3547136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3547155.000000 Penalty: 3328.392822
	Iteration 28Q: 3 clusters Score -3547155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3547166.000000 Penalty: 3328.392822
	Iteration 29Q: 3 clusters Score -3547166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3547163.250000 Penalty: 3328.392822
	Iteration 30Q: 3 clusters Score -3547163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3547170.000000 Penalty: 3328.392822
	Iteration 31Q: 3 clusters Score -3547170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3547165.000000 Penalty: 3328.392822
	Iteration 32Q: 3 clusters Score -3547165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3547165.500000 Penalty: 3328.392822
	Iteration 33Q: 3 clusters Score -3547166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3547165.750000 Penalty: 3328.392822
	Iteration 34Q: 3 clusters Score -3547166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3547165.750000 Penalty: 3328.392822
	Iteration 35F: 3 clusters Score -3547166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Entering Unmasked Estep 
Score: -3979526.000000 Penalty: 1680.438721
	Iteration 0F: 2 clusters Score -3979526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3958712.750000 Penalty: 3360.877441
	Iteration 0F: 3 clusters Score -3958713 nChanged 14309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3966711.500000 Penalty: 3360.877441
	Iteration 1F: 3 clusters Score -3966712 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3967290.500000 Penalty: 3360.877441
	Iteration 2Q: 3 clusters Score -3967290 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3968127.250000 Penalty: 3360.877441
	Iteration 3F: 3 clusters Score -3968127 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3969275.750000 Penalty: 3360.877441
	Iteration 4F: 3 clusters Score -3969276 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3970923.250000 Penalty: 3360.877441
	Iteration 5F: 3 clusters Score -3970923 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3972907.250000 Penalty: 3360.877441
	Iteration 6F: 3 clusters Score -3972907 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3974630.250000 Penalty: 3360.877441
	Iteration 7F: 3 clusters Score -3974630 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3975839.750000 Penalty: 3360.877441
	Iteration 8F: 3 clusters Score -3975840 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -3976647.000000 Penalty: 3360.877441
	Iteration 9Q: 3 clusters Score -3976647 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -3977176.500000 Penalty: 3360.877441
	Iteration 10Q: 3 clusters Score -3977176 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -3977531.000000 Penalty: 3360.877441
	Iteration 11Q: 3 clusters Score -3977531 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3977827.750000 Penalty: 3360.877441
	Iteration 12Q: 3 clusters Score -3977828 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3978059.500000 Penalty: 3360.877441
	Iteration 13Q: 3 clusters Score -3978060 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3978251.500000 Penalty: 3360.877441
	Iteration 14Q: 3 clusters Score -3978252 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3978387.500000 Penalty: 3360.877441
	Iteration 15Q: 3 clusters Score -3978388 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3978532.750000 Penalty: 3360.877441
	Iteration 16Q: 3 clusters Score -3978533 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -3978642.750000 Penalty: 3360.877441
	Iteration 17Q: 3 clusters Score -3978643 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3978753.750000 Penalty: 3360.877441
	Iteration 18Q: 3 clusters Score -3978754 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3978812.500000 Penalty: 3360.877441
	Iteration 19Q: 3 clusters Score -3978812 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3978852.250000 Penalty: 3360.877441
	Iteration 20F: 3 clusters Score -3978852 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3978900.500000 Penalty: 3360.877441
	Iteration 21Q: 3 clusters Score -3978900 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3978924.250000 Penalty: 3360.877441
	Iteration 22Q: 3 clusters Score -3978924 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3978952.000000 Penalty: 3360.877441
	Iteration 23Q: 3 clusters Score -3978952 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3978982.750000 Penalty: 3360.877441
	Iteration 24Q: 3 clusters Score -3978983 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3979006.250000 Penalty: 3360.877441
	Iteration 25Q: 3 clusters Score -3979006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3978994.500000 Penalty: 3360.877441
	Iteration 26Q: 3 clusters Score -3978994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3978999.500000 Penalty: 3360.877441
	Iteration 27Q: 3 clusters Score -3979000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3979003.750000 Penalty: 3360.877441
	Iteration 28Q: 3 clusters Score -3979004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3979011.500000 Penalty: 3360.877441
	Iteration 29Q: 3 clusters Score -3979012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3979023.000000 Penalty: 3360.877441
	Iteration 30Q: 3 clusters Score -3979023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3979035.750000 Penalty: 3360.877441
	Iteration 31Q: 3 clusters Score -3979036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3979045.750000 Penalty: 3360.877441
	Iteration 32Q: 3 clusters Score -3979046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3979052.500000 Penalty: 3360.877441
	Iteration 33Q: 3 clusters Score -3979052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3979055.000000 Penalty: 3360.877441
	Iteration 34Q: 3 clusters Score -3979055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3979062.750000 Penalty: 3360.877441
	Iteration 35Q: 3 clusters Score -3979063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3979075.500000 Penalty: 3360.877441
	Iteration 36Q: 3 clusters Score -3979076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3979070.000000 Penalty: 3360.877441
	Iteration 37Q: 3 clusters Score -3979070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3979069.750000 Penalty: 3360.877441
	Iteration 38Q: 3 clusters Score -3979070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3979070.500000 Penalty: 3360.877441
	Iteration 39Q: 3 clusters Score -3979070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3979076.250000 Penalty: 3360.877441
	Iteration 40F: 3 clusters Score -3979076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3979087.000000 Penalty: 3360.877441
	Iteration 41Q: 3 clusters Score -3979087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3979080.500000 Penalty: 3360.877441
	Iteration 42Q: 3 clusters Score -3979080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3979078.000000 Penalty: 3360.877441
	Iteration 43Q: 3 clusters Score -3979078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3979081.500000 Penalty: 3360.877441
	Iteration 44Q: 3 clusters Score -3979082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3979085.000000 Penalty: 3360.877441
	Iteration 45Q: 3 clusters Score -3979085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3979087.000000 Penalty: 3360.877441
	Iteration 46Q: 3 clusters Score -3979087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3979086.250000 Penalty: 3360.877441
	Iteration 47Q: 3 clusters Score -3979086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3979094.250000 Penalty: 3360.877441
	Iteration 48Q: 3 clusters Score -3979094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3979093.500000 Penalty: 3360.877441
	Iteration 49Q: 3 clusters Score -3979094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3979092.000000 Penalty: 3360.877441
	Iteration 50Q: 3 clusters Score -3979092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3979092.500000 Penalty: 3360.877441
	Iteration 51Q: 3 clusters Score -3979092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3979097.000000 Penalty: 3360.877441
	Iteration 52Q: 3 clusters Score -3979097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3979094.250000 Penalty: 3360.877441
	Iteration 53Q: 3 clusters Score -3979094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3979095.750000 Penalty: 3360.877441
	Iteration 54Q: 3 clusters Score -3979096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3979092.750000 Penalty: 3360.877441
	Iteration 55Q: 3 clusters Score -3979093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3979100.250000 Penalty: 3360.877441
	Iteration 56Q: 3 clusters Score -3979100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3979101.000000 Penalty: 3360.877441
	Iteration 57Q: 3 clusters Score -3979101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3979101.000000 Penalty: 3360.877441
	Iteration 58Q: 3 clusters Score -3979101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3979098.250000 Penalty: 3360.877441
	Iteration 59Q: 3 clusters Score -3979098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3979099.750000 Penalty: 3360.877441
	Iteration 60F: 3 clusters Score -3979100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -405423.343750 Penalty: 1338.504395
	Iteration 0F: 2 clusters Score -405423.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -402254.187500 Penalty: 2677.008789
	Iteration 0F: 3 clusters Score -402254.2 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -403287.968750 Penalty: 2677.008789
	Iteration 1F: 3 clusters Score -403288 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -403619.625000 Penalty: 2677.008789
	Iteration 2F: 3 clusters Score -403619.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -403827.343750 Penalty: 2677.008789
	Iteration 3F: 3 clusters Score -403827.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -403973.656250 Penalty: 2677.008789
	Iteration 4F: 3 clusters Score -403973.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -404095.656250 Penalty: 2677.008789
	Iteration 5Q: 3 clusters Score -404095.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -404190.125000 Penalty: 2677.008789
	Iteration 6Q: 3 clusters Score -404190.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -404263.687500 Penalty: 2677.008789
	Iteration 7Q: 3 clusters Score -404263.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -404325.156250 Penalty: 2677.008789
	Iteration 8Q: 3 clusters Score -404325.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -404401.562500 Penalty: 2677.008789
	Iteration 9Q: 3 clusters Score -404401.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -404497.656250 Penalty: 2677.008789
	Iteration 10Q: 3 clusters Score -404497.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -404580.500000 Penalty: 2677.008789
	Iteration 11Q: 3 clusters Score -404580.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -404655.156250 Penalty: 2677.008789
	Iteration 12Q: 3 clusters Score -404655.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -404756.968750 Penalty: 2677.008789
	Iteration 13Q: 3 clusters Score -404757 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -404878.468750 Penalty: 2677.008789
	Iteration 14Q: 3 clusters Score -404878.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -404979.343750 Penalty: 2677.008789
	Iteration 15Q: 3 clusters Score -404979.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -405057.312500 Penalty: 2677.008789
	Iteration 16Q: 3 clusters Score -405057.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -405113.218750 Penalty: 2677.008789
	Iteration 17Q: 3 clusters Score -405113.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -405159.468750 Penalty: 2677.008789
	Iteration 18Q: 3 clusters Score -405159.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -405187.375000 Penalty: 2677.008789
	Iteration 19Q: 3 clusters Score -405187.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -405206.812500 Penalty: 2677.008789
	Iteration 20F: 3 clusters Score -405206.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -405220.031250 Penalty: 2677.008789
	Iteration 21Q: 3 clusters Score -405220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -405225.625000 Penalty: 2677.008789
	Iteration 22Q: 3 clusters Score -405225.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -405230.625000 Penalty: 2677.008789
	Iteration 23Q: 3 clusters Score -405230.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -405239.500000 Penalty: 2677.008789
	Iteration 24Q: 3 clusters Score -405239.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -405245.187500 Penalty: 2677.008789
	Iteration 25Q: 3 clusters Score -405245.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -405247.593750 Penalty: 2677.008789
	Iteration 26Q: 3 clusters Score -405247.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -405251.500000 Penalty: 2677.008789
	Iteration 27Q: 3 clusters Score -405251.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -405255.062500 Penalty: 2677.008789
	Iteration 28Q: 3 clusters Score -405255.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -405261.781250 Penalty: 2677.008789
	Iteration 29Q: 3 clusters Score -405261.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -405266.375000 Penalty: 2677.008789
	Iteration 30Q: 3 clusters Score -405266.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -405267.406250 Penalty: 2677.008789
	Iteration 31Q: 3 clusters Score -405267.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -405268.875000 Penalty: 2677.008789
	Iteration 32Q: 3 clusters Score -405268.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -405270.000000 Penalty: 2677.008789
	Iteration 33Q: 3 clusters Score -405270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -405271.625000 Penalty: 2677.008789
	Iteration 34Q: 3 clusters Score -405271.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -405272.468750 Penalty: 2677.008789
	Iteration 35Q: 3 clusters Score -405272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -405273.281250 Penalty: 2677.008789
	Iteration 36Q: 3 clusters Score -405273.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -405273.281250 Penalty: 2677.008789
	Iteration 37Q: 3 clusters Score -405273.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -405273.281250 Penalty: 2677.008789
	Iteration 38F: 3 clusters Score -405273.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Entering Unmasked Estep 
Score: -632058.937500 Penalty: 1387.516479
	Iteration 0F: 2 clusters Score -632058.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -628007.687500 Penalty: 2775.032959
	Iteration 0F: 3 clusters Score -628007.7 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -629100.062500 Penalty: 2775.032959
	Iteration 1F: 3 clusters Score -629100.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -629275.375000 Penalty: 2775.032959
	Iteration 2F: 3 clusters Score -629275.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -629383.812500 Penalty: 2775.032959
	Iteration 3F: 3 clusters Score -629383.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -629467.937500 Penalty: 2775.032959
	Iteration 4Q: 3 clusters Score -629467.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -629530.687500 Penalty: 2775.032959
	Iteration 5Q: 3 clusters Score -629530.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -629582.562500 Penalty: 2775.032959
	Iteration 6Q: 3 clusters Score -629582.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -629629.000000 Penalty: 2775.032959
	Iteration 7Q: 3 clusters Score -629629 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -629676.125000 Penalty: 2775.032959
	Iteration 8Q: 3 clusters Score -629676.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -629719.437500 Penalty: 2775.032959
	Iteration 9Q: 3 clusters Score -629719.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -629753.375000 Penalty: 2775.032959
	Iteration 10Q: 3 clusters Score -629753.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -629780.750000 Penalty: 2775.032959
	Iteration 11Q: 3 clusters Score -629780.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -629807.125000 Penalty: 2775.032959
	Iteration 12Q: 3 clusters Score -629807.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -629833.187500 Penalty: 2775.032959
	Iteration 13Q: 3 clusters Score -629833.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -629857.812500 Penalty: 2775.032959
	Iteration 14Q: 3 clusters Score -629857.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -629881.250000 Penalty: 2775.032959
	Iteration 15Q: 3 clusters Score -629881.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -629902.812500 Penalty: 2775.032959
	Iteration 16Q: 3 clusters Score -629902.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -629937.062500 Penalty: 2775.032959
	Iteration 17Q: 3 clusters Score -629937.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -629967.187500 Penalty: 2775.032959
	Iteration 18Q: 3 clusters Score -629967.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -630001.437500 Penalty: 2775.032959
	Iteration 19Q: 3 clusters Score -630001.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -630035.937500 Penalty: 2775.032959
	Iteration 20F: 3 clusters Score -630035.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -630068.562500 Penalty: 2775.032959
	Iteration 21Q: 3 clusters Score -630068.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -630110.625000 Penalty: 2775.032959
	Iteration 22Q: 3 clusters Score -630110.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -630161.750000 Penalty: 2775.032959
	Iteration 23Q: 3 clusters Score -630161.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -630199.687500 Penalty: 2775.032959
	Iteration 24Q: 3 clusters Score -630199.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -630235.750000 Penalty: 2775.032959
	Iteration 25Q: 3 clusters Score -630235.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -630272.312500 Penalty: 2775.032959
	Iteration 26Q: 3 clusters Score -630272.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -630302.125000 Penalty: 2775.032959
	Iteration 27Q: 3 clusters Score -630302.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -630327.187500 Penalty: 2775.032959
	Iteration 28Q: 3 clusters Score -630327.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -630354.625000 Penalty: 2775.032959
	Iteration 29Q: 3 clusters Score -630354.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -630393.687500 Penalty: 2775.032959
	Iteration 30Q: 3 clusters Score -630393.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -630431.562500 Penalty: 2775.032959
	Iteration 31Q: 3 clusters Score -630431.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -630461.187500 Penalty: 2775.032959
	Iteration 32Q: 3 clusters Score -630461.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -630493.062500 Penalty: 2775.032959
	Iteration 33Q: 3 clusters Score -630493.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -630512.687500 Penalty: 2775.032959
	Iteration 34Q: 3 clusters Score -630512.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -630529.187500 Penalty: 2775.032959
	Iteration 35Q: 3 clusters Score -630529.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -630545.937500 Penalty: 2775.032959
	Iteration 36Q: 3 clusters Score -630545.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -630557.000000 Penalty: 2775.032959
	Iteration 37Q: 3 clusters Score -630557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -630565.375000 Penalty: 2775.032959
	Iteration 38Q: 3 clusters Score -630565.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -630574.812500 Penalty: 2775.032959
	Iteration 39Q: 3 clusters Score -630574.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -630583.687500 Penalty: 2775.032959
	Iteration 40F: 3 clusters Score -630583.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -630594.187500 Penalty: 2775.032959
	Iteration 41Q: 3 clusters Score -630594.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -630605.312500 Penalty: 2775.032959
	Iteration 42Q: 3 clusters Score -630605.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -630614.750000 Penalty: 2775.032959
	Iteration 43Q: 3 clusters Score -630614.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -630629.750000 Penalty: 2775.032959
	Iteration 44Q: 3 clusters Score -630629.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -630637.625000 Penalty: 2775.032959
	Iteration 45Q: 3 clusters Score -630637.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -630646.500000 Penalty: 2775.032959
	Iteration 46Q: 3 clusters Score -630646.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -630657.500000 Penalty: 2775.032959
	Iteration 47Q: 3 clusters Score -630657.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -630669.437500 Penalty: 2775.032959
	Iteration 48Q: 3 clusters Score -630669.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -630683.312500 Penalty: 2775.032959
	Iteration 49Q: 3 clusters Score -630683.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -630691.875000 Penalty: 2775.032959
	Iteration 50Q: 3 clusters Score -630691.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -630702.875000 Penalty: 2775.032959
	Iteration 51Q: 3 clusters Score -630702.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -630711.875000 Penalty: 2775.032959
	Iteration 52Q: 3 clusters Score -630711.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -630716.937500 Penalty: 2775.032959
	Iteration 53Q: 3 clusters Score -630716.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -630722.437500 Penalty: 2775.032959
	Iteration 54Q: 3 clusters Score -630722.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -630727.000000 Penalty: 2775.032959
	Iteration 55Q: 3 clusters Score -630727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -630730.000000 Penalty: 2775.032959
	Iteration 56Q: 3 clusters Score -630730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -630731.250000 Penalty: 2775.032959
	Iteration 57Q: 3 clusters Score -630731.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -630734.812500 Penalty: 2775.032959
	Iteration 58Q: 3 clusters Score -630734.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -630739.562500 Penalty: 2775.032959
	Iteration 59Q: 3 clusters Score -630739.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -630741.750000 Penalty: 2775.032959
	Iteration 60F: 3 clusters Score -630741.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -630746.000000 Penalty: 2775.032959
	Iteration 61Q: 3 clusters Score -630746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -630747.187500 Penalty: 2775.032959
	Iteration 62Q: 3 clusters Score -630747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -630748.875000 Penalty: 2775.032959
	Iteration 63Q: 3 clusters Score -630748.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -630748.937500 Penalty: 2775.032959
	Iteration 64Q: 3 clusters Score -630748.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -630751.437500 Penalty: 2775.032959
	Iteration 65Q: 3 clusters Score -630751.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -630754.562500 Penalty: 2775.032959
	Iteration 66Q: 3 clusters Score -630754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -630754.750000 Penalty: 2775.032959
	Iteration 67Q: 3 clusters Score -630754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -630755.437500 Penalty: 2775.032959
	Iteration 68Q: 3 clusters Score -630755.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -630755.437500 Penalty: 2775.032959
	Iteration 69F: 3 clusters Score -630755.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Entering Unmasked Estep 
Score: -3965836.000000 Penalty: 1681.140015
	Iteration 0F: 2 clusters Score -3965836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3944611.250000 Penalty: 3362.280029
	Iteration 0F: 3 clusters Score -3944611 nChanged 14457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -3952837.000000 Penalty: 3362.280029
	Iteration 1F: 3 clusters Score -3952837 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -3953309.750000 Penalty: 3362.280029
	Iteration 2Q: 3 clusters Score -3953310 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3953919.750000 Penalty: 3362.280029
	Iteration 3Q: 3 clusters Score -3953920 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3954703.500000 Penalty: 3362.280029
	Iteration 4F: 3 clusters Score -3954704 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3955915.250000 Penalty: 3362.280029
	Iteration 5F: 3 clusters Score -3955915 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -3957608.500000 Penalty: 3362.280029
	Iteration 6F: 3 clusters Score -3957608 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3959711.000000 Penalty: 3362.280029
	Iteration 7F: 3 clusters Score -3959711 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3961592.500000 Penalty: 3362.280029
	Iteration 8F: 3 clusters Score -3961592 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -3962843.000000 Penalty: 3362.280029
	Iteration 9Q: 3 clusters Score -3962843 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3963537.250000 Penalty: 3362.280029
	Iteration 10Q: 3 clusters Score -3963537 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -3963895.750000 Penalty: 3362.280029
	Iteration 11Q: 3 clusters Score -3963896 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -3964120.750000 Penalty: 3362.280029
	Iteration 12Q: 3 clusters Score -3964121 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -3964229.500000 Penalty: 3362.280029
	Iteration 13Q: 3 clusters Score -3964230 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -3964307.250000 Penalty: 3362.280029
	Iteration 14Q: 3 clusters Score -3964307 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -3964340.250000 Penalty: 3362.280029
	Iteration 15Q: 3 clusters Score -3964340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -3964356.750000 Penalty: 3362.280029
	Iteration 16Q: 3 clusters Score -3964357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -3964374.000000 Penalty: 3362.280029
	Iteration 17Q: 3 clusters Score -3964374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -3964388.250000 Penalty: 3362.280029
	Iteration 18Q: 3 clusters Score -3964388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -3964407.250000 Penalty: 3362.280029
	Iteration 19Q: 3 clusters Score -3964407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -3964425.750000 Penalty: 3362.280029
	Iteration 20F: 3 clusters Score -3964426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -3964441.000000 Penalty: 3362.280029
	Iteration 21Q: 3 clusters Score -3964441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -3964455.500000 Penalty: 3362.280029
	Iteration 22Q: 3 clusters Score -3964456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -3964453.500000 Penalty: 3362.280029
	Iteration 23Q: 3 clusters Score -3964454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -3964462.250000 Penalty: 3362.280029
	Iteration 24Q: 3 clusters Score -3964462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -3964465.000000 Penalty: 3362.280029
	Iteration 25Q: 3 clusters Score -3964465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -3964462.000000 Penalty: 3362.280029
	Iteration 26Q: 3 clusters Score -3964462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -3964466.000000 Penalty: 3362.280029
	Iteration 27Q: 3 clusters Score -3964466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -3964467.500000 Penalty: 3362.280029
	Iteration 28Q: 3 clusters Score -3964468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -3964470.750000 Penalty: 3362.280029
	Iteration 29Q: 3 clusters Score -3964471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -3964471.500000 Penalty: 3362.280029
	Iteration 30Q: 3 clusters Score -3964472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3964477.000000 Penalty: 3362.280029
	Iteration 31Q: 3 clusters Score -3964477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -3964477.500000 Penalty: 3362.280029
	Iteration 32Q: 3 clusters Score -3964478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -3964477.750000 Penalty: 3362.280029
	Iteration 33Q: 3 clusters Score -3964478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -3964479.750000 Penalty: 3362.280029
	Iteration 34Q: 3 clusters Score -3964480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -3964478.750000 Penalty: 3362.280029
	Iteration 35Q: 3 clusters Score -3964479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -3964481.750000 Penalty: 3362.280029
	Iteration 36Q: 3 clusters Score -3964482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -3964482.750000 Penalty: 3362.280029
	Iteration 37Q: 3 clusters Score -3964483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -3964481.750000 Penalty: 3362.280029
	Iteration 38Q: 3 clusters Score -3964482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -3964485.250000 Penalty: 3362.280029
	Iteration 39Q: 3 clusters Score -3964485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -3964485.750000 Penalty: 3362.280029
	Iteration 40F: 3 clusters Score -3964486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Entering Unmasked Estep 
Score: -2107459.750000 Penalty: 1577.888794
	Iteration 0F: 2 clusters Score -2107460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2096171.625000 Penalty: 3155.777588
	Iteration 0F: 3 clusters Score -2096172 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2100086.250000 Penalty: 3155.777588
	Iteration 1F: 3 clusters Score -2100086 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2100348.750000 Penalty: 3155.777588
	Iteration 2Q: 3 clusters Score -2100349 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2100564.750000 Penalty: 3155.777588
	Iteration 3Q: 3 clusters Score -2100565 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2100784.500000 Penalty: 3155.777588
	Iteration 4Q: 3 clusters Score -2100784 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2101023.750000 Penalty: 3155.777588
	Iteration 5Q: 3 clusters Score -2101024 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2101296.000000 Penalty: 3155.777588
	Iteration 6Q: 3 clusters Score -2101296 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2101612.500000 Penalty: 3155.777588
	Iteration 7Q: 3 clusters Score -2101612 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2101988.750000 Penalty: 3155.777588
	Iteration 8Q: 3 clusters Score -2101989 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2102474.000000 Penalty: 3155.777588
	Iteration 9Q: 3 clusters Score -2102474 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2102959.000000 Penalty: 3155.777588
	Iteration 10Q: 3 clusters Score -2102959 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2103463.250000 Penalty: 3155.777588
	Iteration 11Q: 3 clusters Score -2103463 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2103949.750000 Penalty: 3155.777588
	Iteration 12Q: 3 clusters Score -2103950 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2104328.250000 Penalty: 3155.777588
	Iteration 13Q: 3 clusters Score -2104328 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2104674.500000 Penalty: 3155.777588
	Iteration 14Q: 3 clusters Score -2104674 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2104983.750000 Penalty: 3155.777588
	Iteration 15Q: 3 clusters Score -2104984 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2105235.250000 Penalty: 3155.777588
	Iteration 16Q: 3 clusters Score -2105235 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2105420.750000 Penalty: 3155.777588
	Iteration 17Q: 3 clusters Score -2105421 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2105573.000000 Penalty: 3155.777588
	Iteration 18Q: 3 clusters Score -2105573 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2105700.250000 Penalty: 3155.777588
	Iteration 19Q: 3 clusters Score -2105700 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2105794.000000 Penalty: 3155.777588
	Iteration 20F: 3 clusters Score -2105794 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2105866.750000 Penalty: 3155.777588
	Iteration 21Q: 3 clusters Score -2105867 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2105917.250000 Penalty: 3155.777588
	Iteration 22Q: 3 clusters Score -2105917 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2105965.000000 Penalty: 3155.777588
	Iteration 23Q: 3 clusters Score -2105965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2105999.500000 Penalty: 3155.777588
	Iteration 24Q: 3 clusters Score -2106000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2106026.750000 Penalty: 3155.777588
	Iteration 25Q: 3 clusters Score -2106027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2106041.000000 Penalty: 3155.777588
	Iteration 26Q: 3 clusters Score -2106041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2106054.750000 Penalty: 3155.777588
	Iteration 27Q: 3 clusters Score -2106055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2106059.500000 Penalty: 3155.777588
	Iteration 28Q: 3 clusters Score -2106060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2106065.250000 Penalty: 3155.777588
	Iteration 29Q: 3 clusters Score -2106065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2106069.750000 Penalty: 3155.777588
	Iteration 30Q: 3 clusters Score -2106070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2106072.750000 Penalty: 3155.777588
	Iteration 31Q: 3 clusters Score -2106073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2106077.500000 Penalty: 3155.777588
	Iteration 32Q: 3 clusters Score -2106078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2106078.000000 Penalty: 3155.777588
	Iteration 33Q: 3 clusters Score -2106078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2106081.750000 Penalty: 3155.777588
	Iteration 34Q: 3 clusters Score -2106082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2106085.250000 Penalty: 3155.777588
	Iteration 35Q: 3 clusters Score -2106085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2106088.250000 Penalty: 3155.777588
	Iteration 36Q: 3 clusters Score -2106088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2106094.250000 Penalty: 3155.777588
	Iteration 37Q: 3 clusters Score -2106094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2106103.000000 Penalty: 3155.777588
	Iteration 38Q: 3 clusters Score -2106103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2106107.750000 Penalty: 3155.777588
	Iteration 39Q: 3 clusters Score -2106108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2106111.000000 Penalty: 3155.777588
	Iteration 40F: 3 clusters Score -2106111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2106113.000000 Penalty: 3155.777588
	Iteration 41Q: 3 clusters Score -2106113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2106112.500000 Penalty: 3155.777588
	Iteration 42Q: 3 clusters Score -2106112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2106115.000000 Penalty: 3155.777588
	Iteration 43Q: 3 clusters Score -2106115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2106118.500000 Penalty: 3155.777588
	Iteration 44Q: 3 clusters Score -2106118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2106119.500000 Penalty: 3155.777588
	Iteration 45Q: 3 clusters Score -2106120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2106122.750000 Penalty: 3155.777588
	Iteration 46Q: 3 clusters Score -2106123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2106124.750000 Penalty: 3155.777588
	Iteration 47Q: 3 clusters Score -2106125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2106125.500000 Penalty: 3155.777588
	Iteration 48Q: 3 clusters Score -2106126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2106127.250000 Penalty: 3155.777588
	Iteration 49Q: 3 clusters Score -2106127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2106127.750000 Penalty: 3155.777588
	Iteration 50Q: 3 clusters Score -2106128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2106127.250000 Penalty: 3155.777588
	Iteration 51Q: 3 clusters Score -2106127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2106127.250000 Penalty: 3155.777588
	Iteration 52F: 3 clusters Score -2106127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Entering Unmasked Estep 
Score: -455469.437500 Penalty: 1332.591431
	Iteration 0F: 2 clusters Score -455469.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -452394.125000 Penalty: 2665.182861
	Iteration 0F: 3 clusters Score -452394.1 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -453193.062500 Penalty: 2665.182861
	Iteration 1F: 3 clusters Score -453193.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -453370.656250 Penalty: 2665.182861
	Iteration 2F: 3 clusters Score -453370.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -453475.593750 Penalty: 2665.182861
	Iteration 3Q: 3 clusters Score -453475.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -453552.156250 Penalty: 2665.182861
	Iteration 4Q: 3 clusters Score -453552.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -453620.843750 Penalty: 2665.182861
	Iteration 5Q: 3 clusters Score -453620.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -453691.968750 Penalty: 2665.182861
	Iteration 6Q: 3 clusters Score -453692 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -453787.843750 Penalty: 2665.182861
	Iteration 7Q: 3 clusters Score -453787.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -453901.093750 Penalty: 2665.182861
	Iteration 8Q: 3 clusters Score -453901.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -454034.968750 Penalty: 2665.182861
	Iteration 9Q: 3 clusters Score -454035 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -454165.281250 Penalty: 2665.182861
	Iteration 10Q: 3 clusters Score -454165.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -454295.906250 Penalty: 2665.182861
	Iteration 11Q: 3 clusters Score -454295.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -454418.875000 Penalty: 2665.182861
	Iteration 12Q: 3 clusters Score -454418.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -454528.031250 Penalty: 2665.182861
	Iteration 13Q: 3 clusters Score -454528 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -454600.218750 Penalty: 2665.182861
	Iteration 14Q: 3 clusters Score -454600.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -454636.843750 Penalty: 2665.182861
	Iteration 15Q: 3 clusters Score -454636.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -454656.312500 Penalty: 2665.182861
	Iteration 16Q: 3 clusters Score -454656.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -454668.812500 Penalty: 2665.182861
	Iteration 17Q: 3 clusters Score -454668.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -454680.562500 Penalty: 2665.182861
	Iteration 18Q: 3 clusters Score -454680.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -454691.437500 Penalty: 2665.182861
	Iteration 19Q: 3 clusters Score -454691.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -454695.968750 Penalty: 2665.182861
	Iteration 20F: 3 clusters Score -454696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -454706.125000 Penalty: 2665.182861
	Iteration 21Q: 3 clusters Score -454706.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -454716.031250 Penalty: 2665.182861
	Iteration 22Q: 3 clusters Score -454716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -454722.000000 Penalty: 2665.182861
	Iteration 23Q: 3 clusters Score -454722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -454724.625000 Penalty: 2665.182861
	Iteration 24Q: 3 clusters Score -454724.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -454725.843750 Penalty: 2665.182861
	Iteration 25Q: 3 clusters Score -454725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -454726.937500 Penalty: 2665.182861
	Iteration 26Q: 3 clusters Score -454726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -454728.250000 Penalty: 2665.182861
	Iteration 27Q: 3 clusters Score -454728.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -454729.625000 Penalty: 2665.182861
	Iteration 28Q: 3 clusters Score -454729.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -454730.156250 Penalty: 2665.182861
	Iteration 29Q: 3 clusters Score -454730.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -454732.000000 Penalty: 2665.182861
	Iteration 30Q: 3 clusters Score -454732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -454732.125000 Penalty: 2665.182861
	Iteration 31Q: 3 clusters Score -454732.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -454732.125000 Penalty: 2665.182861
	Iteration 32F: 3 clusters Score -454732.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -28736.486328 Penalty: 906.706116
	Iteration 0F: 2 clusters Score -28736.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27915.677734 Penalty: 1813.412231
	Iteration 0F: 3 clusters Score -27915.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28056.695312 Penalty: 1813.412231
	Iteration 1F: 3 clusters Score -28056.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28105.691406 Penalty: 1813.412231
	Iteration 2F: 3 clusters Score -28105.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28122.484375 Penalty: 1813.412231
	Iteration 3Q: 3 clusters Score -28122.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28127.878906 Penalty: 1813.412231
	Iteration 4Q: 3 clusters Score -28127.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28127.878906 Penalty: 1813.412231
	Iteration 5F: 3 clusters Score -28127.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Entering Unmasked Estep 
Score: -447583.281250 Penalty: 1336.382935
	Iteration 0F: 2 clusters Score -447583.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -444385.375000 Penalty: 2672.765869
	Iteration 0F: 3 clusters Score -444385.4 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -445255.000000 Penalty: 2672.765869
	Iteration 1F: 3 clusters Score -445255 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -445542.843750 Penalty: 2672.765869
	Iteration 2F: 3 clusters Score -445542.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -445747.968750 Penalty: 2672.765869
	Iteration 3F: 3 clusters Score -445748 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -445918.375000 Penalty: 2672.765869
	Iteration 4F: 3 clusters Score -445918.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -446110.343750 Penalty: 2672.765869
	Iteration 5F: 3 clusters Score -446110.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -446276.218750 Penalty: 2672.765869
	Iteration 6F: 3 clusters Score -446276.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -446410.281250 Penalty: 2672.765869
	Iteration 7Q: 3 clusters Score -446410.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -446501.468750 Penalty: 2672.765869
	Iteration 8Q: 3 clusters Score -446501.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -446566.531250 Penalty: 2672.765869
	Iteration 9Q: 3 clusters Score -446566.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -446617.187500 Penalty: 2672.765869
	Iteration 10Q: 3 clusters Score -446617.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -446663.875000 Penalty: 2672.765869
	Iteration 11Q: 3 clusters Score -446663.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -446701.531250 Penalty: 2672.765869
	Iteration 12Q: 3 clusters Score -446701.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -446740.000000 Penalty: 2672.765869
	Iteration 13Q: 3 clusters Score -446740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -446763.812500 Penalty: 2672.765869
	Iteration 14Q: 3 clusters Score -446763.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -446782.156250 Penalty: 2672.765869
	Iteration 15Q: 3 clusters Score -446782.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -446799.687500 Penalty: 2672.765869
	Iteration 16Q: 3 clusters Score -446799.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -446812.437500 Penalty: 2672.765869
	Iteration 17Q: 3 clusters Score -446812.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -446822.531250 Penalty: 2672.765869
	Iteration 18Q: 3 clusters Score -446822.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -446833.375000 Penalty: 2672.765869
	Iteration 19Q: 3 clusters Score -446833.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -446842.781250 Penalty: 2672.765869
	Iteration 20F: 3 clusters Score -446842.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -446850.250000 Penalty: 2672.765869
	Iteration 21Q: 3 clusters Score -446850.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -446859.312500 Penalty: 2672.765869
	Iteration 22Q: 3 clusters Score -446859.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -446869.718750 Penalty: 2672.765869
	Iteration 23Q: 3 clusters Score -446869.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -446876.031250 Penalty: 2672.765869
	Iteration 24Q: 3 clusters Score -446876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -446881.125000 Penalty: 2672.765869
	Iteration 25Q: 3 clusters Score -446881.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -446883.375000 Penalty: 2672.765869
	Iteration 26Q: 3 clusters Score -446883.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -446885.218750 Penalty: 2672.765869
	Iteration 27Q: 3 clusters Score -446885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -446888.156250 Penalty: 2672.765869
	Iteration 28Q: 3 clusters Score -446888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -446889.812500 Penalty: 2672.765869
	Iteration 29Q: 3 clusters Score -446889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -446890.593750 Penalty: 2672.765869
	Iteration 30Q: 3 clusters Score -446890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -446890.593750 Penalty: 2672.765869
	Iteration 31F: 3 clusters Score -446890.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (60045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Entering Unmasked Estep 
Score: -7054399.500000 Penalty: 1787.963013
	Iteration 0F: 2 clusters Score -7054400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -7014271.500000 Penalty: 3575.926025
	Iteration 0F: 3 clusters Score -7014272 nChanged 28389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -7030924.500000 Penalty: 3575.926025
	Iteration 1F: 3 clusters Score -7030924 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -7032123.000000 Penalty: 3575.926025
	Iteration 2Q: 3 clusters Score -7032123 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -7033955.000000 Penalty: 3575.926025
	Iteration 3F: 3 clusters Score -7033955 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -7036605.000000 Penalty: 3575.926025
	Iteration 4F: 3 clusters Score -7036605 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -7040282.500000 Penalty: 3575.926025
	Iteration 5F: 3 clusters Score -7040282 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -7044260.000000 Penalty: 3575.926025
	Iteration 6F: 3 clusters Score -7044260 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -7047646.000000 Penalty: 3575.926025
	Iteration 7F: 3 clusters Score -7047646 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -7049846.500000 Penalty: 3575.926025
	Iteration 8Q: 3 clusters Score -7049846 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -7051152.500000 Penalty: 3575.926025
	Iteration 9Q: 3 clusters Score -7051152 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -7051869.000000 Penalty: 3575.926025
	Iteration 10Q: 3 clusters Score -7051869 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58058 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -7052332.500000 Penalty: 3575.926025
	Iteration 11Q: 3 clusters Score -7052332 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7052602.000000 Penalty: 3575.926025
	Iteration 12Q: 3 clusters Score -7052602 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7052742.500000 Penalty: 3575.926025
	Iteration 13Q: 3 clusters Score -7052742 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7052854.500000 Penalty: 3575.926025
	Iteration 14Q: 3 clusters Score -7052854 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7052916.000000 Penalty: 3575.926025
	Iteration 15Q: 3 clusters Score -7052916 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7052961.500000 Penalty: 3575.926025
	Iteration 16Q: 3 clusters Score -7052962 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7052995.500000 Penalty: 3575.926025
	Iteration 17Q: 3 clusters Score -7052996 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7053029.500000 Penalty: 3575.926025
	Iteration 18Q: 3 clusters Score -7053030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7053061.000000 Penalty: 3575.926025
	Iteration 19Q: 3 clusters Score -7053061 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7053093.000000 Penalty: 3575.926025
	Iteration 20F: 3 clusters Score -7053093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7053114.000000 Penalty: 3575.926025
	Iteration 21Q: 3 clusters Score -7053114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7053136.000000 Penalty: 3575.926025
	Iteration 22Q: 3 clusters Score -7053136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7053154.000000 Penalty: 3575.926025
	Iteration 23Q: 3 clusters Score -7053154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7053166.500000 Penalty: 3575.926025
	Iteration 24Q: 3 clusters Score -7053166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7053191.000000 Penalty: 3575.926025
	Iteration 25Q: 3 clusters Score -7053191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7053192.000000 Penalty: 3575.926025
	Iteration 26Q: 3 clusters Score -7053192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7053202.000000 Penalty: 3575.926025
	Iteration 27Q: 3 clusters Score -7053202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7053199.000000 Penalty: 3575.926025
	Iteration 28Q: 3 clusters Score -7053199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7053210.000000 Penalty: 3575.926025
	Iteration 29Q: 3 clusters Score -7053210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7053213.000000 Penalty: 3575.926025
	Iteration 30Q: 3 clusters Score -7053213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7053211.000000 Penalty: 3575.926025
	Iteration 31Q: 3 clusters Score -7053211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59271 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7053214.000000 Penalty: 3575.926025
	Iteration 32Q: 3 clusters Score -7053214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7053217.000000 Penalty: 3575.926025
	Iteration 33Q: 3 clusters Score -7053217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7053218.500000 Penalty: 3575.926025
	Iteration 34Q: 3 clusters Score -7053218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7053222.000000 Penalty: 3575.926025
	Iteration 35Q: 3 clusters Score -7053222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7053234.500000 Penalty: 3575.926025
	Iteration 36Q: 3 clusters Score -7053234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59299 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7053244.000000 Penalty: 3575.926025
	Iteration 37Q: 3 clusters Score -7053244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59299 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7053250.000000 Penalty: 3575.926025
	Iteration 38Q: 3 clusters Score -7053250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7053255.000000 Penalty: 3575.926025
	Iteration 39Q: 3 clusters Score -7053255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7053252.500000 Penalty: 3575.926025
	Iteration 40F: 3 clusters Score -7053252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7053254.500000 Penalty: 3575.926025
	Iteration 41Q: 3 clusters Score -7053254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7053254.500000 Penalty: 3575.926025
	Iteration 42Q: 3 clusters Score -7053254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7053256.000000 Penalty: 3575.926025
	Iteration 43Q: 3 clusters Score -7053256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7053259.000000 Penalty: 3575.926025
	Iteration 44Q: 3 clusters Score -7053259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7053260.000000 Penalty: 3575.926025
	Iteration 45Q: 3 clusters Score -7053260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7053260.000000 Penalty: 3575.926025
	Iteration 46F: 3 clusters Score -7053260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (40677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Entering Unmasked Estep 
Score: -5176343.500000 Penalty: 1724.680542
	Iteration 0F: 2 clusters Score -5176344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -5148918.500000 Penalty: 3449.361084
	Iteration 0F: 3 clusters Score -5148918 nChanged 19054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -5159784.000000 Penalty: 3449.361084
	Iteration 1F: 3 clusters Score -5159784 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -5160369.000000 Penalty: 3449.361084
	Iteration 2Q: 3 clusters Score -5160369 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -5161176.000000 Penalty: 3449.361084
	Iteration 3Q: 3 clusters Score -5161176 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -5162255.500000 Penalty: 3449.361084
	Iteration 4F: 3 clusters Score -5162256 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -5163718.000000 Penalty: 3449.361084
	Iteration 5F: 3 clusters Score -5163718 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -5165524.500000 Penalty: 3449.361084
	Iteration 6F: 3 clusters Score -5165524 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -5167467.000000 Penalty: 3449.361084
	Iteration 7F: 3 clusters Score -5167467 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -5169353.000000 Penalty: 3449.361084
	Iteration 8F: 3 clusters Score -5169353 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -5171138.000000 Penalty: 3449.361084
	Iteration 9Q: 3 clusters Score -5171138 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -5172726.000000 Penalty: 3449.361084
	Iteration 10Q: 3 clusters Score -5172726 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -5173688.000000 Penalty: 3449.361084
	Iteration 11Q: 3 clusters Score -5173688 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -5174071.500000 Penalty: 3449.361084
	Iteration 12Q: 3 clusters Score -5174072 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -5174250.000000 Penalty: 3449.361084
	Iteration 13Q: 3 clusters Score -5174250 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -5174325.500000 Penalty: 3449.361084
	Iteration 14Q: 3 clusters Score -5174326 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -5174390.500000 Penalty: 3449.361084
	Iteration 15Q: 3 clusters Score -5174390 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -5174405.000000 Penalty: 3449.361084
	Iteration 16Q: 3 clusters Score -5174405 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -5174430.000000 Penalty: 3449.361084
	Iteration 17Q: 3 clusters Score -5174430 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -5174446.500000 Penalty: 3449.361084
	Iteration 18Q: 3 clusters Score -5174446 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -5174447.000000 Penalty: 3449.361084
	Iteration 19Q: 3 clusters Score -5174447 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -5174459.000000 Penalty: 3449.361084
	Iteration 20F: 3 clusters Score -5174459 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -5174472.000000 Penalty: 3449.361084
	Iteration 21Q: 3 clusters Score -5174472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -5174477.000000 Penalty: 3449.361084
	Iteration 22Q: 3 clusters Score -5174477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -5174485.500000 Penalty: 3449.361084
	Iteration 23Q: 3 clusters Score -5174486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -5174480.000000 Penalty: 3449.361084
	Iteration 24Q: 3 clusters Score -5174480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -5174490.000000 Penalty: 3449.361084
	Iteration 25Q: 3 clusters Score -5174490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -5174487.500000 Penalty: 3449.361084
	Iteration 26Q: 3 clusters Score -5174488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -5174485.500000 Penalty: 3449.361084
	Iteration 27Q: 3 clusters Score -5174486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -5174488.000000 Penalty: 3449.361084
	Iteration 28Q: 3 clusters Score -5174488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -5174494.000000 Penalty: 3449.361084
	Iteration 29Q: 3 clusters Score -5174494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -5174497.500000 Penalty: 3449.361084
	Iteration 30Q: 3 clusters Score -5174498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -5174496.500000 Penalty: 3449.361084
	Iteration 31Q: 3 clusters Score -5174496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -5174499.500000 Penalty: 3449.361084
	Iteration 32Q: 3 clusters Score -5174500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -5174494.000000 Penalty: 3449.361084
	Iteration 33Q: 3 clusters Score -5174494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -5174496.500000 Penalty: 3449.361084
	Iteration 34Q: 3 clusters Score -5174496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -5174501.000000 Penalty: 3449.361084
	Iteration 35Q: 3 clusters Score -5174501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -5174495.500000 Penalty: 3449.361084
	Iteration 36Q: 3 clusters Score -5174496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -5174495.500000 Penalty: 3449.361084
	Iteration 37Q: 3 clusters Score -5174496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -5174493.500000 Penalty: 3449.361084
	Iteration 38Q: 3 clusters Score -5174494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -5174491.000000 Penalty: 3449.361084
	Iteration 39Q: 3 clusters Score -5174491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -5174488.500000 Penalty: 3449.361084
	Iteration 40F: 3 clusters Score -5174488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -5174488.000000 Penalty: 3449.361084
	Iteration 41Q: 3 clusters Score -5174488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -5174487.000000 Penalty: 3449.361084
	Iteration 42Q: 3 clusters Score -5174487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -5174487.000000 Penalty: 3449.361084
	Iteration 43Q: 3 clusters Score -5174487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -5174482.500000 Penalty: 3449.361084
	Iteration 44Q: 3 clusters Score -5174482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -5174485.500000 Penalty: 3449.361084
	Iteration 45Q: 3 clusters Score -5174486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -5174483.500000 Penalty: 3449.361084
	Iteration 46Q: 3 clusters Score -5174484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -5174480.500000 Penalty: 3449.361084
	Iteration 47Q: 3 clusters Score -5174480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -5174483.500000 Penalty: 3449.361084
	Iteration 48Q: 3 clusters Score -5174484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -5174481.000000 Penalty: 3449.361084
	Iteration 49Q: 3 clusters Score -5174481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -5174480.500000 Penalty: 3449.361084
	Iteration 50Q: 3 clusters Score -5174480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -5174480.500000 Penalty: 3449.361084
	Iteration 51Q: 3 clusters Score -5174480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -5174481.000000 Penalty: 3449.361084
	Iteration 52Q: 3 clusters Score -5174481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -5174484.500000 Penalty: 3449.361084
	Iteration 53Q: 3 clusters Score -5174484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -5174493.000000 Penalty: 3449.361084
	Iteration 54Q: 3 clusters Score -5174493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -5174493.000000 Penalty: 3449.361084
	Iteration 55Q: 3 clusters Score -5174493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -5174489.000000 Penalty: 3449.361084
	Iteration 56Q: 3 clusters Score -5174489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -5174484.500000 Penalty: 3449.361084
	Iteration 57Q: 3 clusters Score -5174484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -5174489.000000 Penalty: 3449.361084
	Iteration 58Q: 3 clusters Score -5174489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -5174478.500000 Penalty: 3449.361084
	Iteration 59Q: 3 clusters Score -5174478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -5174484.000000 Penalty: 3449.361084
	Iteration 60F: 3 clusters Score -5174484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -5174486.500000 Penalty: 3449.361084
	Iteration 61Q: 3 clusters Score -5174486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -5174482.500000 Penalty: 3449.361084
	Iteration 62Q: 3 clusters Score -5174482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -5174483.500000 Penalty: 3449.361084
	Iteration 63Q: 3 clusters Score -5174484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -5174487.500000 Penalty: 3449.361084
	Iteration 64Q: 3 clusters Score -5174488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -5174485.000000 Penalty: 3449.361084
	Iteration 65Q: 3 clusters Score -5174485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -5174489.500000 Penalty: 3449.361084
	Iteration 66Q: 3 clusters Score -5174490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -5174488.500000 Penalty: 3449.361084
	Iteration 67Q: 3 clusters Score -5174488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -5174494.500000 Penalty: 3449.361084
	Iteration 68Q: 3 clusters Score -5174494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -5174492.500000 Penalty: 3449.361084
	Iteration 69Q: 3 clusters Score -5174492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -5174496.500000 Penalty: 3449.361084
	Iteration 70Q: 3 clusters Score -5174496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -5174500.500000 Penalty: 3449.361084
	Iteration 71Q: 3 clusters Score -5174500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -5174502.500000 Penalty: 3449.361084
	Iteration 72Q: 3 clusters Score -5174502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -5174506.000000 Penalty: 3449.361084
	Iteration 73Q: 3 clusters Score -5174506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -5174514.000000 Penalty: 3449.361084
	Iteration 74Q: 3 clusters Score -5174514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -5174515.000000 Penalty: 3449.361084
	Iteration 75Q: 3 clusters Score -5174515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -5174511.000000 Penalty: 3449.361084
	Iteration 76Q: 3 clusters Score -5174511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -5174505.500000 Penalty: 3449.361084
	Iteration 77Q: 3 clusters Score -5174506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -5174506.000000 Penalty: 3449.361084
	Iteration 78Q: 3 clusters Score -5174506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -5174506.000000 Penalty: 3449.361084
	Iteration 79F: 3 clusters Score -5174506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Entering Unmasked Estep 
Score: -1335567.625000 Penalty: 1505.442261
	Iteration 0F: 2 clusters Score -1335568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1328093.625000 Penalty: 3010.884521
	Iteration 0F: 3 clusters Score -1328094 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1330597.250000 Penalty: 3010.884521
	Iteration 1F: 3 clusters Score -1330597 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1330928.750000 Penalty: 3010.884521
	Iteration 2F: 3 clusters Score -1330929 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1331291.000000 Penalty: 3010.884521
	Iteration 3F: 3 clusters Score -1331291 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1331700.125000 Penalty: 3010.884521
	Iteration 4F: 3 clusters Score -1331700 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1332160.000000 Penalty: 3010.884521
	Iteration 5F: 3 clusters Score -1332160 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1332606.750000 Penalty: 3010.884521
	Iteration 6F: 3 clusters Score -1332607 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1333057.625000 Penalty: 3010.884521
	Iteration 7F: 3 clusters Score -1333058 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1333408.250000 Penalty: 3010.884521
	Iteration 8F: 3 clusters Score -1333408 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1333615.500000 Penalty: 3010.884521
	Iteration 9Q: 3 clusters Score -1333616 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1333729.375000 Penalty: 3010.884521
	Iteration 10Q: 3 clusters Score -1333729 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1333805.250000 Penalty: 3010.884521
	Iteration 11Q: 3 clusters Score -1333805 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1333856.000000 Penalty: 3010.884521
	Iteration 12Q: 3 clusters Score -1333856 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1333891.875000 Penalty: 3010.884521
	Iteration 13Q: 3 clusters Score -1333892 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1333919.125000 Penalty: 3010.884521
	Iteration 14Q: 3 clusters Score -1333919 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1333936.000000 Penalty: 3010.884521
	Iteration 15Q: 3 clusters Score -1333936 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1333954.000000 Penalty: 3010.884521
	Iteration 16Q: 3 clusters Score -1333954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1333964.250000 Penalty: 3010.884521
	Iteration 17Q: 3 clusters Score -1333964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1333971.125000 Penalty: 3010.884521
	Iteration 18Q: 3 clusters Score -1333971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1333976.875000 Penalty: 3010.884521
	Iteration 19Q: 3 clusters Score -1333977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1333977.875000 Penalty: 3010.884521
	Iteration 20F: 3 clusters Score -1333978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1333983.500000 Penalty: 3010.884521
	Iteration 21Q: 3 clusters Score -1333984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1333986.375000 Penalty: 3010.884521
	Iteration 22Q: 3 clusters Score -1333986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1333984.875000 Penalty: 3010.884521
	Iteration 23Q: 3 clusters Score -1333985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1333986.500000 Penalty: 3010.884521
	Iteration 24Q: 3 clusters Score -1333986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1333991.125000 Penalty: 3010.884521
	Iteration 25Q: 3 clusters Score -1333991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1333990.250000 Penalty: 3010.884521
	Iteration 26Q: 3 clusters Score -1333990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1333988.875000 Penalty: 3010.884521
	Iteration 27Q: 3 clusters Score -1333989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1333994.750000 Penalty: 3010.884521
	Iteration 28Q: 3 clusters Score -1333995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1333996.250000 Penalty: 3010.884521
	Iteration 29Q: 3 clusters Score -1333996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1333995.750000 Penalty: 3010.884521
	Iteration 30Q: 3 clusters Score -1333996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1333993.125000 Penalty: 3010.884521
	Iteration 31Q: 3 clusters Score -1333993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1333996.000000 Penalty: 3010.884521
	Iteration 32Q: 3 clusters Score -1333996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1333994.125000 Penalty: 3010.884521
	Iteration 33Q: 3 clusters Score -1333994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1333998.250000 Penalty: 3010.884521
	Iteration 34Q: 3 clusters Score -1333998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1333995.875000 Penalty: 3010.884521
	Iteration 35Q: 3 clusters Score -1333996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1333994.500000 Penalty: 3010.884521
	Iteration 36Q: 3 clusters Score -1333994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1333996.000000 Penalty: 3010.884521
	Iteration 37Q: 3 clusters Score -1333996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1334002.500000 Penalty: 3010.884521
	Iteration 38Q: 3 clusters Score -1334002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1333999.750000 Penalty: 3010.884521
	Iteration 39Q: 3 clusters Score -1334000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1334002.250000 Penalty: 3010.884521
	Iteration 40F: 3 clusters Score -1334002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1334005.875000 Penalty: 3010.884521
	Iteration 41Q: 3 clusters Score -1334006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1334005.250000 Penalty: 3010.884521
	Iteration 42Q: 3 clusters Score -1334005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1334009.125000 Penalty: 3010.884521
	Iteration 43Q: 3 clusters Score -1334009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1334013.250000 Penalty: 3010.884521
	Iteration 44Q: 3 clusters Score -1334013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1334014.625000 Penalty: 3010.884521
	Iteration 45Q: 3 clusters Score -1334015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1334019.125000 Penalty: 3010.884521
	Iteration 46Q: 3 clusters Score -1334019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1334023.125000 Penalty: 3010.884521
	Iteration 47Q: 3 clusters Score -1334023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1334024.625000 Penalty: 3010.884521
	Iteration 48Q: 3 clusters Score -1334025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1334027.000000 Penalty: 3010.884521
	Iteration 49Q: 3 clusters Score -1334027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1334033.125000 Penalty: 3010.884521
	Iteration 50Q: 3 clusters Score -1334033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1334034.500000 Penalty: 3010.884521
	Iteration 51Q: 3 clusters Score -1334034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1334039.125000 Penalty: 3010.884521
	Iteration 52Q: 3 clusters Score -1334039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1334039.250000 Penalty: 3010.884521
	Iteration 53Q: 3 clusters Score -1334039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1334040.750000 Penalty: 3010.884521
	Iteration 54Q: 3 clusters Score -1334041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1334042.125000 Penalty: 3010.884521
	Iteration 55Q: 3 clusters Score -1334042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1334040.625000 Penalty: 3010.884521
	Iteration 56Q: 3 clusters Score -1334041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1334039.875000 Penalty: 3010.884521
	Iteration 57Q: 3 clusters Score -1334040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1334039.750000 Penalty: 3010.884521
	Iteration 58Q: 3 clusters Score -1334040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1334040.625000 Penalty: 3010.884521
	Iteration 59Q: 3 clusters Score -1334041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1334040.625000 Penalty: 3010.884521
	Iteration 60F: 3 clusters Score -1334041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -51131.183594 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -51131.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50168.585938 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -50168.59 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50479.105469 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -50479.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50536.976562 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -50536.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50562.343750 Penalty: 2019.096924
	Iteration 3Q: 3 clusters Score -50562.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50572.527344 Penalty: 2019.096924
	Iteration 4Q: 3 clusters Score -50572.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50581.910156 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -50581.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50587.871094 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -50587.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50595.093750 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -50595.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50600.644531 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -50600.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50612.128906 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -50612.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50616.542969 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -50616.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50622.562500 Penalty: 2019.096924
	Iteration 11Q: 3 clusters Score -50622.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50624.675781 Penalty: 2019.096924
	Iteration 12Q: 3 clusters Score -50624.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50625.042969 Penalty: 2019.096924
	Iteration 13Q: 3 clusters Score -50625.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50625.042969 Penalty: 2019.096924
	Iteration 14F: 3 clusters Score -50625.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Entering Unmasked Estep 
Score: -2922169.500000 Penalty: 1634.697876
	Iteration 0F: 2 clusters Score -2922170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2906340.250000 Penalty: 3269.395752
	Iteration 0F: 3 clusters Score -2906340 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2912160.000000 Penalty: 3269.395752
	Iteration 1F: 3 clusters Score -2912160 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2912626.500000 Penalty: 3269.395752
	Iteration 2F: 3 clusters Score -2912626 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2913175.750000 Penalty: 3269.395752
	Iteration 3F: 3 clusters Score -2913176 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2913887.000000 Penalty: 3269.395752
	Iteration 4F: 3 clusters Score -2913887 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2914889.000000 Penalty: 3269.395752
	Iteration 5F: 3 clusters Score -2914889 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2916269.500000 Penalty: 3269.395752
	Iteration 6F: 3 clusters Score -2916270 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2917749.000000 Penalty: 3269.395752
	Iteration 7F: 3 clusters Score -2917749 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2918930.000000 Penalty: 3269.395752
	Iteration 8F: 3 clusters Score -2918930 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2919700.000000 Penalty: 3269.395752
	Iteration 9Q: 3 clusters Score -2919700 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2920189.750000 Penalty: 3269.395752
	Iteration 10Q: 3 clusters Score -2920190 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2920489.000000 Penalty: 3269.395752
	Iteration 11Q: 3 clusters Score -2920489 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -2920631.250000 Penalty: 3269.395752
	Iteration 12Q: 3 clusters Score -2920631 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -2920722.000000 Penalty: 3269.395752
	Iteration 13Q: 3 clusters Score -2920722 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -2920797.250000 Penalty: 3269.395752
	Iteration 14Q: 3 clusters Score -2920797 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -2920834.000000 Penalty: 3269.395752
	Iteration 15Q: 3 clusters Score -2920834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -2920866.250000 Penalty: 3269.395752
	Iteration 16Q: 3 clusters Score -2920866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2920887.500000 Penalty: 3269.395752
	Iteration 17Q: 3 clusters Score -2920888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -2920910.000000 Penalty: 3269.395752
	Iteration 18Q: 3 clusters Score -2920910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2920930.000000 Penalty: 3269.395752
	Iteration 19Q: 3 clusters Score -2920930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2920936.250000 Penalty: 3269.395752
	Iteration 20F: 3 clusters Score -2920936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -2920945.000000 Penalty: 3269.395752
	Iteration 21Q: 3 clusters Score -2920945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2920952.250000 Penalty: 3269.395752
	Iteration 22Q: 3 clusters Score -2920952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2920955.000000 Penalty: 3269.395752
	Iteration 23Q: 3 clusters Score -2920955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -2920955.250000 Penalty: 3269.395752
	Iteration 24Q: 3 clusters Score -2920955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2920957.750000 Penalty: 3269.395752
	Iteration 25Q: 3 clusters Score -2920958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2920957.000000 Penalty: 3269.395752
	Iteration 26Q: 3 clusters Score -2920957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2920957.000000 Penalty: 3269.395752
	Iteration 27Q: 3 clusters Score -2920957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -2920955.500000 Penalty: 3269.395752
	Iteration 28Q: 3 clusters Score -2920956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2920955.500000 Penalty: 3269.395752
	Iteration 29Q: 3 clusters Score -2920956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -2920957.250000 Penalty: 3269.395752
	Iteration 30Q: 3 clusters Score -2920957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -2920960.250000 Penalty: 3269.395752
	Iteration 31Q: 3 clusters Score -2920960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2920963.250000 Penalty: 3269.395752
	Iteration 32Q: 3 clusters Score -2920963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -2920962.500000 Penalty: 3269.395752
	Iteration 33Q: 3 clusters Score -2920962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -2920970.250000 Penalty: 3269.395752
	Iteration 34Q: 3 clusters Score -2920970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2920967.750000 Penalty: 3269.395752
	Iteration 35Q: 3 clusters Score -2920968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -2920970.750000 Penalty: 3269.395752
	Iteration 36Q: 3 clusters Score -2920971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2920971.250000 Penalty: 3269.395752
	Iteration 37Q: 3 clusters Score -2920971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2920971.250000 Penalty: 3269.395752
	Iteration 38F: 3 clusters Score -2920971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Entering Unmasked Estep 
Score: -444476.656250 Penalty: 1343.752197
	Iteration 0F: 2 clusters Score -444476.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -441251.218750 Penalty: 2687.504395
	Iteration 0F: 3 clusters Score -441251.2 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -442421.031250 Penalty: 2687.504395
	Iteration 1F: 3 clusters Score -442421 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -442847.437500 Penalty: 2687.504395
	Iteration 2F: 3 clusters Score -442847.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -443137.531250 Penalty: 2687.504395
	Iteration 3F: 3 clusters Score -443137.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -443307.187500 Penalty: 2687.504395
	Iteration 4F: 3 clusters Score -443307.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -443406.250000 Penalty: 2687.504395
	Iteration 5Q: 3 clusters Score -443406.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -443487.531250 Penalty: 2687.504395
	Iteration 6Q: 3 clusters Score -443487.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -443554.687500 Penalty: 2687.504395
	Iteration 7Q: 3 clusters Score -443554.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -443604.906250 Penalty: 2687.504395
	Iteration 8Q: 3 clusters Score -443604.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -443635.406250 Penalty: 2687.504395
	Iteration 9Q: 3 clusters Score -443635.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -443660.156250 Penalty: 2687.504395
	Iteration 10Q: 3 clusters Score -443660.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -443677.531250 Penalty: 2687.504395
	Iteration 11Q: 3 clusters Score -443677.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -443695.343750 Penalty: 2687.504395
	Iteration 12Q: 3 clusters Score -443695.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -443715.812500 Penalty: 2687.504395
	Iteration 13Q: 3 clusters Score -443715.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -443735.281250 Penalty: 2687.504395
	Iteration 14Q: 3 clusters Score -443735.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -443747.906250 Penalty: 2687.504395
	Iteration 15Q: 3 clusters Score -443747.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -443759.750000 Penalty: 2687.504395
	Iteration 16Q: 3 clusters Score -443759.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -443771.906250 Penalty: 2687.504395
	Iteration 17Q: 3 clusters Score -443771.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -443782.625000 Penalty: 2687.504395
	Iteration 18Q: 3 clusters Score -443782.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -443789.312500 Penalty: 2687.504395
	Iteration 19Q: 3 clusters Score -443789.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -443794.781250 Penalty: 2687.504395
	Iteration 20F: 3 clusters Score -443794.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -443803.343750 Penalty: 2687.504395
	Iteration 21Q: 3 clusters Score -443803.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -443807.125000 Penalty: 2687.504395
	Iteration 22Q: 3 clusters Score -443807.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -443812.093750 Penalty: 2687.504395
	Iteration 23Q: 3 clusters Score -443812.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -443816.281250 Penalty: 2687.504395
	Iteration 24Q: 3 clusters Score -443816.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -443819.968750 Penalty: 2687.504395
	Iteration 25Q: 3 clusters Score -443820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -443823.468750 Penalty: 2687.504395
	Iteration 26Q: 3 clusters Score -443823.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -443824.750000 Penalty: 2687.504395
	Iteration 27Q: 3 clusters Score -443824.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -443826.937500 Penalty: 2687.504395
	Iteration 28Q: 3 clusters Score -443826.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -443829.593750 Penalty: 2687.504395
	Iteration 29Q: 3 clusters Score -443829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -443829.468750 Penalty: 2687.504395
	Iteration 30Q: 3 clusters Score -443829.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -443830.312500 Penalty: 2687.504395
	Iteration 31Q: 3 clusters Score -443830.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -443831.062500 Penalty: 2687.504395
	Iteration 32Q: 3 clusters Score -443831.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -443830.625000 Penalty: 2687.504395
	Iteration 33Q: 3 clusters Score -443830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -443831.156250 Penalty: 2687.504395
	Iteration 34Q: 3 clusters Score -443831.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -443831.531250 Penalty: 2687.504395
	Iteration 35Q: 3 clusters Score -443831.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -443831.531250 Penalty: 2687.504395
	Iteration 36F: 3 clusters Score -443831.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (30839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Entering Unmasked Estep 
Score: -3965084.750000 Penalty: 1679.687012
	Iteration 0F: 2 clusters Score -3965085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -3944482.500000 Penalty: 3359.374023
	Iteration 0F: 3 clusters Score -3944482 nChanged 14091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3952110.000000 Penalty: 3359.374023
	Iteration 1F: 3 clusters Score -3952110 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3952438.500000 Penalty: 3359.374023
	Iteration 2Q: 3 clusters Score -3952438 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3952739.000000 Penalty: 3359.374023
	Iteration 3Q: 3 clusters Score -3952739 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3953055.250000 Penalty: 3359.374023
	Iteration 4Q: 3 clusters Score -3953055 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3953441.250000 Penalty: 3359.374023
	Iteration 5Q: 3 clusters Score -3953441 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3953945.750000 Penalty: 3359.374023
	Iteration 6Q: 3 clusters Score -3953946 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3954630.500000 Penalty: 3359.374023
	Iteration 7Q: 3 clusters Score -3954630 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -3955574.750000 Penalty: 3359.374023
	Iteration 8F: 3 clusters Score -3955575 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -3956821.750000 Penalty: 3359.374023
	Iteration 9F: 3 clusters Score -3956822 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -3958350.750000 Penalty: 3359.374023
	Iteration 10F: 3 clusters Score -3958351 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3959914.250000 Penalty: 3359.374023
	Iteration 11F: 3 clusters Score -3959914 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3961263.250000 Penalty: 3359.374023
	Iteration 12F: 3 clusters Score -3961263 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3962142.000000 Penalty: 3359.374023
	Iteration 13Q: 3 clusters Score -3962142 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3962727.750000 Penalty: 3359.374023
	Iteration 14Q: 3 clusters Score -3962728 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3963061.250000 Penalty: 3359.374023
	Iteration 15Q: 3 clusters Score -3963061 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3963281.250000 Penalty: 3359.374023
	Iteration 16Q: 3 clusters Score -3963281 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3963417.000000 Penalty: 3359.374023
	Iteration 17Q: 3 clusters Score -3963417 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3963507.000000 Penalty: 3359.374023
	Iteration 18Q: 3 clusters Score -3963507 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3963544.500000 Penalty: 3359.374023
	Iteration 19Q: 3 clusters Score -3963544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3963578.500000 Penalty: 3359.374023
	Iteration 20F: 3 clusters Score -3963578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3963602.750000 Penalty: 3359.374023
	Iteration 21Q: 3 clusters Score -3963603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3963633.250000 Penalty: 3359.374023
	Iteration 22Q: 3 clusters Score -3963633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3963649.500000 Penalty: 3359.374023
	Iteration 23Q: 3 clusters Score -3963650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3963679.250000 Penalty: 3359.374023
	Iteration 24Q: 3 clusters Score -3963679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3963685.000000 Penalty: 3359.374023
	Iteration 25Q: 3 clusters Score -3963685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3963695.750000 Penalty: 3359.374023
	Iteration 26Q: 3 clusters Score -3963696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3963704.250000 Penalty: 3359.374023
	Iteration 27Q: 3 clusters Score -3963704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3963709.000000 Penalty: 3359.374023
	Iteration 28Q: 3 clusters Score -3963709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3963712.000000 Penalty: 3359.374023
	Iteration 29Q: 3 clusters Score -3963712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3963714.000000 Penalty: 3359.374023
	Iteration 30Q: 3 clusters Score -3963714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3963714.000000 Penalty: 3359.374023
	Iteration 31Q: 3 clusters Score -3963714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3963715.250000 Penalty: 3359.374023
	Iteration 32Q: 3 clusters Score -3963715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3963720.250000 Penalty: 3359.374023
	Iteration 33Q: 3 clusters Score -3963720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3963729.250000 Penalty: 3359.374023
	Iteration 34Q: 3 clusters Score -3963729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3963730.750000 Penalty: 3359.374023
	Iteration 35Q: 3 clusters Score -3963731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3963728.500000 Penalty: 3359.374023
	Iteration 36Q: 3 clusters Score -3963728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3963728.750000 Penalty: 3359.374023
	Iteration 37Q: 3 clusters Score -3963729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3963727.500000 Penalty: 3359.374023
	Iteration 38Q: 3 clusters Score -3963728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3963727.500000 Penalty: 3359.374023
	Iteration 39F: 3 clusters Score -3963728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -5333.421875 Penalty: 751.558105
	Iteration 0F: 2 clusters Score -5333.422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4876.334961 Penalty: 1503.116211
	Iteration 0F: 3 clusters Score -4876.335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4932.944824 Penalty: 1503.116211
	Iteration 1F: 3 clusters Score -4932.945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -522097.875000 Penalty: 1341.740845
	Iteration 0F: 2 clusters Score -522097.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -518778.656250 Penalty: 2683.481689
	Iteration 0F: 3 clusters Score -518778.7 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -519584.093750 Penalty: 2683.481689
	Iteration 1F: 3 clusters Score -519584.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -519733.968750 Penalty: 2683.481689
	Iteration 2F: 3 clusters Score -519734 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -519841.937500 Penalty: 2683.481689
	Iteration 3F: 3 clusters Score -519841.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -519930.187500 Penalty: 2683.481689
	Iteration 4Q: 3 clusters Score -519930.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -520006.250000 Penalty: 2683.481689
	Iteration 5Q: 3 clusters Score -520006.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -520073.250000 Penalty: 2683.481689
	Iteration 6Q: 3 clusters Score -520073.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -520140.375000 Penalty: 2683.481689
	Iteration 7Q: 3 clusters Score -520140.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -520211.375000 Penalty: 2683.481689
	Iteration 8Q: 3 clusters Score -520211.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -520299.406250 Penalty: 2683.481689
	Iteration 9Q: 3 clusters Score -520299.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -520393.156250 Penalty: 2683.481689
	Iteration 10Q: 3 clusters Score -520393.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -520486.312500 Penalty: 2683.481689
	Iteration 11Q: 3 clusters Score -520486.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -520577.625000 Penalty: 2683.481689
	Iteration 12Q: 3 clusters Score -520577.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -520655.375000 Penalty: 2683.481689
	Iteration 13Q: 3 clusters Score -520655.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -520713.125000 Penalty: 2683.481689
	Iteration 14Q: 3 clusters Score -520713.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -520754.687500 Penalty: 2683.481689
	Iteration 15Q: 3 clusters Score -520754.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -520796.062500 Penalty: 2683.481689
	Iteration 16Q: 3 clusters Score -520796.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -520834.156250 Penalty: 2683.481689
	Iteration 17Q: 3 clusters Score -520834.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -520869.187500 Penalty: 2683.481689
	Iteration 18Q: 3 clusters Score -520869.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -520895.531250 Penalty: 2683.481689
	Iteration 19Q: 3 clusters Score -520895.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -520915.593750 Penalty: 2683.481689
	Iteration 20F: 3 clusters Score -520915.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -520923.531250 Penalty: 2683.481689
	Iteration 21Q: 3 clusters Score -520923.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -520934.187500 Penalty: 2683.481689
	Iteration 22Q: 3 clusters Score -520934.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -520947.937500 Penalty: 2683.481689
	Iteration 23Q: 3 clusters Score -520947.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -520965.031250 Penalty: 2683.481689
	Iteration 24Q: 3 clusters Score -520965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -520971.312500 Penalty: 2683.481689
	Iteration 25Q: 3 clusters Score -520971.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -520972.687500 Penalty: 2683.481689
	Iteration 26Q: 3 clusters Score -520972.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -520972.687500 Penalty: 2683.481689
	Iteration 27F: 3 clusters Score -520972.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (137735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137735 members 
Entering Unmasked Estep 
Score: -17473438.000000 Penalty: 1922.876587
	Iteration 0F: 2 clusters Score -1.747344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -17391122.000000 Penalty: 3845.753174
	Iteration 0F: 3 clusters Score -1.739112e+07 nChanged 66355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -17430532.000000 Penalty: 3845.753174
	Iteration 1F: 3 clusters Score -1.743053e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -17431770.000000 Penalty: 3845.753174
	Iteration 2Q: 3 clusters Score -1.743177e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -17433522.000000 Penalty: 3845.753174
	Iteration 3Q: 3 clusters Score -1.743352e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 78715 members 
Entering Unmasked Estep 
Score: -17435724.000000 Penalty: 3845.753174
	Iteration 4Q: 3 clusters Score -1.743572e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 83332 members 
Entering Unmasked Estep 
Score: -17439222.000000 Penalty: 3845.753174
	Iteration 5F: 3 clusters Score -1.743922e+07 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 89470 members 
Entering Unmasked Estep 
Score: -17443862.000000 Penalty: 3845.753174
	Iteration 6F: 3 clusters Score -1.744386e+07 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 96651 members 
Entering Unmasked Estep 
Score: -17450442.000000 Penalty: 3845.753174
	Iteration 7F: 3 clusters Score -1.745044e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 103445 members 
Entering Unmasked Estep 
Score: -17457564.000000 Penalty: 3845.753174
	Iteration 8F: 3 clusters Score -1.745756e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 108468 members 
Entering Unmasked Estep 
Score: -17463428.000000 Penalty: 3845.753174
	Iteration 9F: 3 clusters Score -1.746343e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 111828 members 
Entering Unmasked Estep 
Score: -17467520.000000 Penalty: 3845.753174
	Iteration 10Q: 3 clusters Score -1.746752e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 114707 members 
Entering Unmasked Estep 
Score: -17469936.000000 Penalty: 3845.753174
	Iteration 11Q: 3 clusters Score -1.746994e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 117552 members 
Entering Unmasked Estep 
Score: -17471336.000000 Penalty: 3845.753174
	Iteration 12Q: 3 clusters Score -1.747134e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 120378 members 
Entering Unmasked Estep 
Score: -17472126.000000 Penalty: 3845.753174
	Iteration 13Q: 3 clusters Score -1.747213e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 123048 members 
Entering Unmasked Estep 
Score: -17472548.000000 Penalty: 3845.753174
	Iteration 14Q: 3 clusters Score -1.747255e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 125352 members 
Entering Unmasked Estep 
Score: -17472774.000000 Penalty: 3845.753174
	Iteration 15Q: 3 clusters Score -1.747277e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 127232 members 
Entering Unmasked Estep 
Score: -17473110.000000 Penalty: 3845.753174
	Iteration 16Q: 3 clusters Score -1.747311e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 128834 members 
Entering Unmasked Estep 
Score: -17473454.000000 Penalty: 3845.753174
	Iteration 17Q: 3 clusters Score -1.747345e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 130173 members 
Entering Unmasked Estep 
Score: -17473586.000000 Penalty: 3845.753174
	Iteration 18Q: 3 clusters Score -1.747359e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 131273 members 
Entering Unmasked Estep 
Score: -17473574.000000 Penalty: 3845.753174
	Iteration 19Q: 3 clusters Score -1.747357e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 132137 members 
Entering Unmasked Estep 
Score: -17473592.000000 Penalty: 3845.753174
	Iteration 20F: 3 clusters Score -1.747359e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 132847 members 
Entering Unmasked Estep 
Score: -17473478.000000 Penalty: 3845.753174
	Iteration 21Q: 3 clusters Score -1.747348e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 133439 members 
Entering Unmasked Estep 
Score: -17473354.000000 Penalty: 3845.753174
	Iteration 22Q: 3 clusters Score -1.747335e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 133941 members 
Entering Unmasked Estep 
Score: -17473278.000000 Penalty: 3845.753174
	Iteration 23Q: 3 clusters Score -1.747328e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 134386 members 
Entering Unmasked Estep 
Score: -17473138.000000 Penalty: 3845.753174
	Iteration 24Q: 3 clusters Score -1.747314e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 134754 members 
Entering Unmasked Estep 
Score: -17473004.000000 Penalty: 3845.753174
	Iteration 25Q: 3 clusters Score -1.7473e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 135053 members 
Entering Unmasked Estep 
Score: -17472968.000000 Penalty: 3845.753174
	Iteration 26Q: 3 clusters Score -1.747297e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 135320 members 
Entering Unmasked Estep 
Score: -17472970.000000 Penalty: 3845.753174
	Iteration 27Q: 3 clusters Score -1.747297e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 135546 members 
Entering Unmasked Estep 
Score: -17472882.000000 Penalty: 3845.753174
	Iteration 28Q: 3 clusters Score -1.747288e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 135745 members 
Entering Unmasked Estep 
Score: -17472804.000000 Penalty: 3845.753174
	Iteration 29Q: 3 clusters Score -1.74728e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 135924 members 
Entering Unmasked Estep 
Score: -17472796.000000 Penalty: 3845.753174
	Iteration 30Q: 3 clusters Score -1.74728e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 136069 members 
Entering Unmasked Estep 
Score: -17472738.000000 Penalty: 3845.753174
	Iteration 31Q: 3 clusters Score -1.747274e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 136191 members 
Entering Unmasked Estep 
Score: -17472700.000000 Penalty: 3845.753174
	Iteration 32Q: 3 clusters Score -1.74727e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 136303 members 
Entering Unmasked Estep 
Score: -17472656.000000 Penalty: 3845.753174
	Iteration 33Q: 3 clusters Score -1.747266e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 136394 members 
Entering Unmasked Estep 
Score: -17472622.000000 Penalty: 3845.753174
	Iteration 34Q: 3 clusters Score -1.747262e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 136491 members 
Entering Unmasked Estep 
Score: -17472592.000000 Penalty: 3845.753174
	Iteration 35Q: 3 clusters Score -1.747259e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 136569 members 
Entering Unmasked Estep 
Score: -17472570.000000 Penalty: 3845.753174
	Iteration 36Q: 3 clusters Score -1.747257e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 136628 members 
Entering Unmasked Estep 
Score: -17472558.000000 Penalty: 3845.753174
	Iteration 37Q: 3 clusters Score -1.747256e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 136681 members 
Entering Unmasked Estep 
Score: -17472556.000000 Penalty: 3845.753174
	Iteration 38Q: 3 clusters Score -1.747256e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 136728 members 
Entering Unmasked Estep 
Score: -17472568.000000 Penalty: 3845.753174
	Iteration 39Q: 3 clusters Score -1.747257e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 136766 members 
Entering Unmasked Estep 
Score: -17472540.000000 Penalty: 3845.753174
	Iteration 40F: 3 clusters Score -1.747254e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 136795 members 
Entering Unmasked Estep 
Score: -17472514.000000 Penalty: 3845.753174
	Iteration 41Q: 3 clusters Score -1.747251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 136810 members 
Entering Unmasked Estep 
Score: -17472496.000000 Penalty: 3845.753174
	Iteration 42Q: 3 clusters Score -1.74725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 136829 members 
Entering Unmasked Estep 
Score: -17472478.000000 Penalty: 3845.753174
	Iteration 43Q: 3 clusters Score -1.747248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 136839 members 
Entering Unmasked Estep 
Score: -17472472.000000 Penalty: 3845.753174
	Iteration 44Q: 3 clusters Score -1.747247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 136848 members 
Entering Unmasked Estep 
Score: -17472488.000000 Penalty: 3845.753174
	Iteration 45Q: 3 clusters Score -1.747249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 136848 members 
Entering Unmasked Estep 
Score: -17472494.000000 Penalty: 3845.753174
	Iteration 46Q: 3 clusters Score -1.747249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 136850 members 
Entering Unmasked Estep 
Score: -17472480.000000 Penalty: 3845.753174
	Iteration 47Q: 3 clusters Score -1.747248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 136851 members 
Entering Unmasked Estep 
Score: -17472482.000000 Penalty: 3845.753174
	Iteration 48Q: 3 clusters Score -1.747248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 136857 members 
Entering Unmasked Estep 
Score: -17472468.000000 Penalty: 3845.753174
	Iteration 49Q: 3 clusters Score -1.747247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 136862 members 
Entering Unmasked Estep 
Score: -17472456.000000 Penalty: 3845.753174
	Iteration 50Q: 3 clusters Score -1.747246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 136868 members 
Entering Unmasked Estep 
Score: -17472462.000000 Penalty: 3845.753174
	Iteration 51Q: 3 clusters Score -1.747246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 136872 members 
Entering Unmasked Estep 
Score: -17472468.000000 Penalty: 3845.753174
	Iteration 52Q: 3 clusters Score -1.747247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 136878 members 
Entering Unmasked Estep 
Score: -17472466.000000 Penalty: 3845.753174
	Iteration 53Q: 3 clusters Score -1.747247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 136883 members 
Entering Unmasked Estep 
Score: -17472462.000000 Penalty: 3845.753174
	Iteration 54Q: 3 clusters Score -1.747246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 136885 members 
Entering Unmasked Estep 
Score: -17472464.000000 Penalty: 3845.753174
	Iteration 55Q: 3 clusters Score -1.747246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 136886 members 
Entering Unmasked Estep 
Score: -17472468.000000 Penalty: 3845.753174
	Iteration 56Q: 3 clusters Score -1.747247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 136886 members 
Entering Unmasked Estep 
Score: -17472468.000000 Penalty: 3845.753174
	Iteration 57F: 3 clusters Score -1.747247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -10087.581055 Penalty: 815.307922
	Iteration 0F: 2 clusters Score -10087.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9523.750977 Penalty: 1630.615845
	Iteration 0F: 3 clusters Score -9523.751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9769.173828 Penalty: 1630.615845
	Iteration 1F: 3 clusters Score -9769.174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9860.429688 Penalty: 1630.615845
	Iteration 2Q: 3 clusters Score -9860.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9861.766602 Penalty: 1630.615845
	Iteration 3Q: 3 clusters Score -9861.767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9861.766602 Penalty: 1630.615845
	Iteration 4F: 3 clusters Score -9861.767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83390 members 
Mstep: Class 3 contains 26371 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10288 members 
Mstep: Class 6 contains 117796 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 8 contains 10558 members 
Mstep: Class 9 contains 117788 members 
Mstep: Class 10 contains 3274 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 40262 members 
Mstep: Class 14 contains 7435 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28035 members 
Mstep: Class 17 contains 30982 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5108 members 
Mstep: Class 20 contains 31116 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60045 members 
Mstep: Class 26 contains 40677 members 
Mstep: Class 27 contains 10554 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23381 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30839 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3854 members 
Mstep: Class 34 contains 137735 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959096.000000 Penalty: 77880.085938
Iteration 279Q: 36 clusters Score -1.089591e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83389 members 
Mstep: Class 3 contains 26372 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10289 members 
Mstep: Class 6 contains 117759 members 
Mstep: Class 7 contains 5097 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 117784 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13908 members 
Mstep: Class 13 contains 40263 members 
Mstep: Class 14 contains 7432 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28030 members 
Mstep: Class 17 contains 30982 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 31115 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60041 members 
Mstep: Class 26 contains 40710 members 
Mstep: Class 27 contains 10552 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23382 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30841 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3859 members 
Mstep: Class 34 contains 137743 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959080.000000 Penalty: 77880.085938
Iteration 280F: 36 clusters Score -1.089591e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83387 members 
Mstep: Class 3 contains 26369 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10290 members 
Mstep: Class 6 contains 117730 members 
Mstep: Class 7 contains 5099 members 
Mstep: Class 8 contains 10568 members 
Mstep: Class 9 contains 117786 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13907 members 
Mstep: Class 13 contains 40265 members 
Mstep: Class 14 contains 7431 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28033 members 
Mstep: Class 17 contains 30982 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60033 members 
Mstep: Class 26 contains 40740 members 
Mstep: Class 27 contains 10550 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23380 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30846 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3860 members 
Mstep: Class 34 contains 137743 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108958984.000000 Penalty: 77880.085938
Iteration 281Q: 36 clusters Score -1.08959e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83386 members 
Mstep: Class 3 contains 26365 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10290 members 
Mstep: Class 6 contains 117691 members 
Mstep: Class 7 contains 5098 members 
Mstep: Class 8 contains 10577 members 
Mstep: Class 9 contains 117806 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13906 members 
Mstep: Class 13 contains 40266 members 
Mstep: Class 14 contains 7431 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28036 members 
Mstep: Class 17 contains 30981 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60033 members 
Mstep: Class 26 contains 40761 members 
Mstep: Class 27 contains 10545 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23380 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30849 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3860 members 
Mstep: Class 34 contains 137738 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959080.000000 Penalty: 77880.085938
Iteration 282Q: 36 clusters Score -1.089591e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83385 members 
Mstep: Class 3 contains 26362 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10289 members 
Mstep: Class 6 contains 117655 members 
Mstep: Class 7 contains 5097 members 
Mstep: Class 8 contains 10590 members 
Mstep: Class 9 contains 117826 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13906 members 
Mstep: Class 13 contains 40266 members 
Mstep: Class 14 contains 7432 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28033 members 
Mstep: Class 17 contains 30981 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60033 members 
Mstep: Class 26 contains 40778 members 
Mstep: Class 27 contains 10538 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23380 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30846 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3860 members 
Mstep: Class 34 contains 137742 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959072.000000 Penalty: 77880.085938
Iteration 283Q: 36 clusters Score -1.089591e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83386 members 
Mstep: Class 3 contains 26357 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10288 members 
Mstep: Class 6 contains 117617 members 
Mstep: Class 7 contains 5097 members 
Mstep: Class 8 contains 10592 members 
Mstep: Class 9 contains 117852 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13909 members 
Mstep: Class 13 contains 40264 members 
Mstep: Class 14 contains 7432 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28026 members 
Mstep: Class 17 contains 30981 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5108 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60038 members 
Mstep: Class 26 contains 40797 members 
Mstep: Class 27 contains 10534 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23380 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30845 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3862 members 
Mstep: Class 34 contains 137743 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959120.000000 Penalty: 77880.085938
Iteration 284Q: 36 clusters Score -1.089591e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83383 members 
Mstep: Class 3 contains 26354 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10285 members 
Mstep: Class 6 contains 117570 members 
Mstep: Class 7 contains 5098 members 
Mstep: Class 8 contains 10598 members 
Mstep: Class 9 contains 117887 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13908 members 
Mstep: Class 13 contains 40261 members 
Mstep: Class 14 contains 7432 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28022 members 
Mstep: Class 17 contains 30983 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5106 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60038 members 
Mstep: Class 26 contains 40827 members 
Mstep: Class 27 contains 10526 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23381 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30851 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3862 members 
Mstep: Class 34 contains 137737 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959112.000000 Penalty: 77880.085938
Iteration 285Q: 36 clusters Score -1.089591e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83380 members 
Mstep: Class 3 contains 26354 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10285 members 
Mstep: Class 6 contains 117524 members 
Mstep: Class 7 contains 5097 members 
Mstep: Class 8 contains 10601 members 
Mstep: Class 9 contains 117917 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13908 members 
Mstep: Class 13 contains 40260 members 
Mstep: Class 14 contains 7432 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28019 members 
Mstep: Class 17 contains 30982 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5104 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 16482 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60035 members 
Mstep: Class 26 contains 40859 members 
Mstep: Class 27 contains 10524 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23380 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30849 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 137736 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959192.000000 Penalty: 77880.085938
Iteration 286Q: 36 clusters Score -1.089592e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83378 members 
Mstep: Class 3 contains 26353 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10285 members 
Mstep: Class 6 contains 117490 members 
Mstep: Class 7 contains 5097 members 
Mstep: Class 8 contains 10611 members 
Mstep: Class 9 contains 117938 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13908 members 
Mstep: Class 13 contains 40260 members 
Mstep: Class 14 contains 7429 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28016 members 
Mstep: Class 17 contains 30983 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5103 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 16482 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60034 members 
Mstep: Class 26 contains 40875 members 
Mstep: Class 27 contains 10523 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23379 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30847 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3867 members 
Mstep: Class 34 contains 137736 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959312.000000 Penalty: 77880.085938
Iteration 287Q: 36 clusters Score -1.089593e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83379 members 
Mstep: Class 3 contains 26350 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10287 members 
Mstep: Class 6 contains 117454 members 
Mstep: Class 7 contains 5097 members 
Mstep: Class 8 contains 10630 members 
Mstep: Class 9 contains 117954 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13907 members 
Mstep: Class 13 contains 40260 members 
Mstep: Class 14 contains 7428 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28012 members 
Mstep: Class 17 contains 30983 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5101 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 16482 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60027 members 
Mstep: Class 26 contains 40893 members 
Mstep: Class 27 contains 10520 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23380 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30850 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3867 members 
Mstep: Class 34 contains 137733 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959232.000000 Penalty: 77880.085938
Iteration 288Q: 36 clusters Score -1.089592e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83380 members 
Mstep: Class 3 contains 26348 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10287 members 
Mstep: Class 6 contains 117416 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 8 contains 10650 members 
Mstep: Class 9 contains 117963 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13906 members 
Mstep: Class 13 contains 40262 members 
Mstep: Class 14 contains 7428 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28016 members 
Mstep: Class 17 contains 30984 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 16481 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60024 members 
Mstep: Class 26 contains 40916 members 
Mstep: Class 27 contains 10517 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23381 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30852 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3866 members 
Mstep: Class 34 contains 137724 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959272.000000 Penalty: 77880.085938
Iteration 289Q: 36 clusters Score -1.089593e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83379 members 
Mstep: Class 3 contains 26343 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10285 members 
Mstep: Class 6 contains 117378 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 8 contains 10658 members 
Mstep: Class 9 contains 117969 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13906 members 
Mstep: Class 13 contains 40261 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28018 members 
Mstep: Class 17 contains 30986 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 16481 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60034 members 
Mstep: Class 26 contains 40944 members 
Mstep: Class 27 contains 10512 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23380 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30852 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 137726 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959312.000000 Penalty: 77880.085938
Iteration 290Q: 36 clusters Score -1.089593e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83377 members 
Mstep: Class 3 contains 26338 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 10285 members 
Mstep: Class 6 contains 117327 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 8 contains 10670 members 
Mstep: Class 9 contains 117984 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13908 members 
Mstep: Class 13 contains 40261 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28022 members 
Mstep: Class 17 contains 30987 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 16480 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60037 members 
Mstep: Class 26 contains 40962 members 
Mstep: Class 27 contains 10506 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23379 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30859 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3862 members 
Mstep: Class 34 contains 137732 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959384.000000 Penalty: 77880.085938
Iteration 291Q: 36 clusters Score -1.089594e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83375 members 
Mstep: Class 3 contains 26337 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10282 members 
Mstep: Class 6 contains 117283 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 8 contains 10681 members 
Mstep: Class 9 contains 118005 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13909 members 
Mstep: Class 13 contains 40258 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28024 members 
Mstep: Class 17 contains 30987 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5095 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 16480 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 60037 members 
Mstep: Class 26 contains 40975 members 
Mstep: Class 27 contains 10502 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23381 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30864 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3863 members 
Mstep: Class 34 contains 137736 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959416.000000 Penalty: 77880.085938
Iteration 292Q: 36 clusters Score -1.089594e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83374 members 
Mstep: Class 3 contains 26335 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10281 members 
Mstep: Class 6 contains 117251 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 8 contains 10687 members 
Mstep: Class 9 contains 118012 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13908 members 
Mstep: Class 13 contains 40259 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28018 members 
Mstep: Class 17 contains 30988 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5094 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 16480 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 60040 members 
Mstep: Class 26 contains 40999 members 
Mstep: Class 27 contains 10492 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23382 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30863 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 137746 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959360.000000 Penalty: 77880.085938
Iteration 293Q: 36 clusters Score -1.089594e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83372 members 
Mstep: Class 3 contains 26331 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10275 members 
Mstep: Class 6 contains 117223 members 
Mstep: Class 7 contains 5097 members 
Mstep: Class 8 contains 10690 members 
Mstep: Class 9 contains 118025 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13908 members 
Mstep: Class 13 contains 40259 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28017 members 
Mstep: Class 17 contains 30989 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5094 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 16480 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3731 members 
Mstep: Class 25 contains 60042 members 
Mstep: Class 26 contains 41017 members 
Mstep: Class 27 contains 10483 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23383 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30862 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 137754 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959344.000000 Penalty: 77880.085938
Iteration 294Q: 36 clusters Score -1.089593e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83373 members 
Mstep: Class 3 contains 26328 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10271 members 
Mstep: Class 6 contains 117187 members 
Mstep: Class 7 contains 5098 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 118051 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13907 members 
Mstep: Class 13 contains 40256 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28014 members 
Mstep: Class 17 contains 30989 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5094 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 16481 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3731 members 
Mstep: Class 25 contains 60042 members 
Mstep: Class 26 contains 41031 members 
Mstep: Class 27 contains 10473 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23386 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30867 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 137756 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959440.000000 Penalty: 77880.085938
Iteration 295Q: 36 clusters Score -1.089594e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83371 members 
Mstep: Class 3 contains 26326 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10269 members 
Mstep: Class 6 contains 117160 members 
Mstep: Class 7 contains 5098 members 
Mstep: Class 8 contains 10697 members 
Mstep: Class 9 contains 118060 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13906 members 
Mstep: Class 13 contains 40254 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28014 members 
Mstep: Class 17 contains 30989 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 31113 members 
Mstep: Class 21 contains 16482 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3731 members 
Mstep: Class 25 contains 60044 members 
Mstep: Class 26 contains 41050 members 
Mstep: Class 27 contains 10463 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23388 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30869 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 137762 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959472.000000 Penalty: 77880.085938
Iteration 296Q: 36 clusters Score -1.089595e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83368 members 
Mstep: Class 3 contains 26324 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10268 members 
Mstep: Class 6 contains 117136 members 
Mstep: Class 7 contains 5099 members 
Mstep: Class 8 contains 10704 members 
Mstep: Class 9 contains 118064 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13905 members 
Mstep: Class 13 contains 40257 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 28013 members 
Mstep: Class 17 contains 30989 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5094 members 
Mstep: Class 20 contains 31111 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3731 members 
Mstep: Class 25 contains 60043 members 
Mstep: Class 26 contains 41069 members 
Mstep: Class 27 contains 10454 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23389 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30875 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 137762 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959544.000000 Penalty: 77880.085938
Iteration 297Q: 36 clusters Score -1.089595e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83369 members 
Mstep: Class 3 contains 26323 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10268 members 
Mstep: Class 6 contains 117119 members 
Mstep: Class 7 contains 5099 members 
Mstep: Class 8 contains 10711 members 
Mstep: Class 9 contains 118057 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13905 members 
Mstep: Class 13 contains 40255 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28015 members 
Mstep: Class 17 contains 30989 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 31110 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60045 members 
Mstep: Class 26 contains 41091 members 
Mstep: Class 27 contains 10442 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23388 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30878 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 137764 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959520.000000 Penalty: 77880.085938
Iteration 298Q: 36 clusters Score -1.089595e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83368 members 
Mstep: Class 3 contains 26322 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10268 members 
Mstep: Class 6 contains 117112 members 
Mstep: Class 7 contains 5099 members 
Mstep: Class 8 contains 10714 members 
Mstep: Class 9 contains 118054 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13904 members 
Mstep: Class 13 contains 40254 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28014 members 
Mstep: Class 17 contains 30990 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5088 members 
Mstep: Class 20 contains 31110 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60044 members 
Mstep: Class 26 contains 41112 members 
Mstep: Class 27 contains 10436 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23388 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30882 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 137762 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959472.000000 Penalty: 77880.085938
Iteration 299Q: 36 clusters Score -1.089595e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83365 members 
Mstep: Class 3 contains 26321 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10266 members 
Mstep: Class 6 contains 117097 members 
Mstep: Class 7 contains 5099 members 
Mstep: Class 8 contains 10716 members 
Mstep: Class 9 contains 118053 members 
Mstep: Class 10 contains 3271 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13904 members 
Mstep: Class 13 contains 40258 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28013 members 
Mstep: Class 17 contains 30991 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 31110 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60047 members 
Mstep: Class 26 contains 41126 members 
Mstep: Class 27 contains 10430 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23388 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30886 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 137768 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959488.000000 Penalty: 77880.085938
Iteration 300F: 36 clusters Score -1.089595e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83364 members 
Mstep: Class 3 contains 26321 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10266 members 
Mstep: Class 6 contains 117083 members 
Mstep: Class 7 contains 5099 members 
Mstep: Class 8 contains 10719 members 
Mstep: Class 9 contains 118056 members 
Mstep: Class 10 contains 3269 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13904 members 
Mstep: Class 13 contains 40259 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28012 members 
Mstep: Class 17 contains 30991 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 31111 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60043 members 
Mstep: Class 26 contains 41138 members 
Mstep: Class 27 contains 10427 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23388 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30888 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 137772 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959408.000000 Penalty: 77880.085938
Iteration 301Q: 36 clusters Score -1.089594e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83363 members 
Mstep: Class 3 contains 26321 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10266 members 
Mstep: Class 6 contains 117072 members 
Mstep: Class 7 contains 5099 members 
Mstep: Class 8 contains 10723 members 
Mstep: Class 9 contains 118052 members 
Mstep: Class 10 contains 3269 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13904 members 
Mstep: Class 13 contains 40260 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28010 members 
Mstep: Class 17 contains 30992 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5080 members 
Mstep: Class 20 contains 31111 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60047 members 
Mstep: Class 26 contains 41153 members 
Mstep: Class 27 contains 10420 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23388 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30892 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 137769 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959536.000000 Penalty: 77880.085938
Iteration 302Q: 36 clusters Score -1.089595e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83363 members 
Mstep: Class 3 contains 26320 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10266 members 
Mstep: Class 6 contains 117047 members 
Mstep: Class 7 contains 5100 members 
Mstep: Class 8 contains 10726 members 
Mstep: Class 9 contains 118061 members 
Mstep: Class 10 contains 3269 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13904 members 
Mstep: Class 13 contains 40260 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28007 members 
Mstep: Class 17 contains 30992 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5075 members 
Mstep: Class 20 contains 31111 members 
Mstep: Class 21 contains 16484 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60052 members 
Mstep: Class 26 contains 41166 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23388 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30897 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 137767 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959536.000000 Penalty: 77880.085938
Iteration 303Q: 36 clusters Score -1.089595e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83363 members 
Mstep: Class 3 contains 26321 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10265 members 
Mstep: Class 6 contains 117024 members 
Mstep: Class 7 contains 5101 members 
Mstep: Class 8 contains 10726 members 
Mstep: Class 9 contains 118072 members 
Mstep: Class 10 contains 3269 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13904 members 
Mstep: Class 13 contains 40262 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28007 members 
Mstep: Class 17 contains 30993 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 31111 members 
Mstep: Class 21 contains 16485 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60059 members 
Mstep: Class 26 contains 41181 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23388 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30898 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 137759 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959576.000000 Penalty: 77880.085938
Iteration 304Q: 36 clusters Score -1.089596e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83363 members 
Mstep: Class 3 contains 26322 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10265 members 
Mstep: Class 6 contains 117018 members 
Mstep: Class 7 contains 5102 members 
Mstep: Class 8 contains 10726 members 
Mstep: Class 9 contains 118079 members 
Mstep: Class 10 contains 3270 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13902 members 
Mstep: Class 13 contains 40264 members 
Mstep: Class 14 contains 7427 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28003 members 
Mstep: Class 17 contains 30993 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5062 members 
Mstep: Class 20 contains 31111 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60059 members 
Mstep: Class 26 contains 41191 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23387 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30899 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 137753 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959672.000000 Penalty: 77880.085938
Iteration 305Q: 36 clusters Score -1.089597e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83363 members 
Mstep: Class 3 contains 26322 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10265 members 
Mstep: Class 6 contains 117014 members 
Mstep: Class 7 contains 5102 members 
Mstep: Class 8 contains 10726 members 
Mstep: Class 9 contains 118088 members 
Mstep: Class 10 contains 3269 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13902 members 
Mstep: Class 13 contains 40266 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28001 members 
Mstep: Class 17 contains 30993 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5050 members 
Mstep: Class 20 contains 31111 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60063 members 
Mstep: Class 26 contains 41197 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23387 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30901 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 137750 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959584.000000 Penalty: 77880.085938
Iteration 306Q: 36 clusters Score -1.089596e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83363 members 
Mstep: Class 3 contains 26321 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10265 members 
Mstep: Class 6 contains 117010 members 
Mstep: Class 7 contains 5102 members 
Mstep: Class 8 contains 10726 members 
Mstep: Class 9 contains 118086 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13902 members 
Mstep: Class 13 contains 40265 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28002 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5045 members 
Mstep: Class 20 contains 31111 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60067 members 
Mstep: Class 26 contains 41205 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23387 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30904 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 137750 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959584.000000 Penalty: 77880.085938
Iteration 307Q: 36 clusters Score -1.089596e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83362 members 
Mstep: Class 3 contains 26322 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 10265 members 
Mstep: Class 6 contains 117008 members 
Mstep: Class 7 contains 5102 members 
Mstep: Class 8 contains 10726 members 
Mstep: Class 9 contains 118091 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13902 members 
Mstep: Class 13 contains 40265 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 28001 members 
Mstep: Class 17 contains 30993 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5036 members 
Mstep: Class 20 contains 31110 members 
Mstep: Class 21 contains 16487 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60069 members 
Mstep: Class 26 contains 41209 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23388 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30908 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 137747 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959544.000000 Penalty: 77880.085938
Iteration 308Q: 36 clusters Score -1.089595e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83361 members 
Mstep: Class 3 contains 26322 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10263 members 
Mstep: Class 6 contains 117008 members 
Mstep: Class 7 contains 5101 members 
Mstep: Class 8 contains 10726 members 
Mstep: Class 9 contains 118090 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13900 members 
Mstep: Class 13 contains 40268 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27997 members 
Mstep: Class 17 contains 30993 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5028 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16488 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60075 members 
Mstep: Class 26 contains 41217 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23388 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30912 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 137746 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959544.000000 Penalty: 77880.085938
Iteration 309Q: 36 clusters Score -1.089595e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83361 members 
Mstep: Class 3 contains 26322 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10261 members 
Mstep: Class 6 contains 117005 members 
Mstep: Class 7 contains 5101 members 
Mstep: Class 8 contains 10727 members 
Mstep: Class 9 contains 118090 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13899 members 
Mstep: Class 13 contains 40268 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27996 members 
Mstep: Class 17 contains 30993 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16488 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60074 members 
Mstep: Class 26 contains 41225 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23389 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30913 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 137746 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959544.000000 Penalty: 77880.085938
Iteration 310Q: 36 clusters Score -1.089595e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83361 members 
Mstep: Class 3 contains 26321 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10261 members 
Mstep: Class 6 contains 116995 members 
Mstep: Class 7 contains 5102 members 
Mstep: Class 8 contains 10728 members 
Mstep: Class 9 contains 118096 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13899 members 
Mstep: Class 13 contains 40270 members 
Mstep: Class 14 contains 7425 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27993 members 
Mstep: Class 17 contains 30993 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5019 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16488 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60076 members 
Mstep: Class 26 contains 41232 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23389 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30918 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 137743 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959440.000000 Penalty: 77880.085938
Iteration 311Q: 36 clusters Score -1.089594e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83360 members 
Mstep: Class 3 contains 26320 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10262 members 
Mstep: Class 6 contains 116982 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 10730 members 
Mstep: Class 9 contains 118105 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13898 members 
Mstep: Class 13 contains 40273 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27992 members 
Mstep: Class 17 contains 30992 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5016 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60071 members 
Mstep: Class 26 contains 41238 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23389 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30920 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 137742 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959536.000000 Penalty: 77880.085938
Iteration 312Q: 36 clusters Score -1.089595e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83358 members 
Mstep: Class 3 contains 26319 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10262 members 
Mstep: Class 6 contains 116979 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 10729 members 
Mstep: Class 9 contains 118107 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13896 members 
Mstep: Class 13 contains 40273 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27989 members 
Mstep: Class 17 contains 30991 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5015 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60073 members 
Mstep: Class 26 contains 41248 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23389 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30921 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 137741 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959600.000000 Penalty: 77880.085938
Iteration 313Q: 36 clusters Score -1.089596e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83356 members 
Mstep: Class 3 contains 26316 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10263 members 
Mstep: Class 6 contains 116976 members 
Mstep: Class 7 contains 5112 members 
Mstep: Class 8 contains 10729 members 
Mstep: Class 9 contains 118105 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13896 members 
Mstep: Class 13 contains 40275 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27983 members 
Mstep: Class 17 contains 30990 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60072 members 
Mstep: Class 26 contains 41259 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23390 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30925 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 137737 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959592.000000 Penalty: 77880.085938
Iteration 314Q: 36 clusters Score -1.089596e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83354 members 
Mstep: Class 3 contains 26319 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10263 members 
Mstep: Class 6 contains 116965 members 
Mstep: Class 7 contains 5114 members 
Mstep: Class 8 contains 10729 members 
Mstep: Class 9 contains 118106 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13896 members 
Mstep: Class 13 contains 40281 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27980 members 
Mstep: Class 17 contains 30989 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5012 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60073 members 
Mstep: Class 26 contains 41266 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23390 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30927 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 137733 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959560.000000 Penalty: 77880.085938
Iteration 315Q: 36 clusters Score -1.089596e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83351 members 
Mstep: Class 3 contains 26317 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10262 members 
Mstep: Class 6 contains 116957 members 
Mstep: Class 7 contains 5113 members 
Mstep: Class 8 contains 10729 members 
Mstep: Class 9 contains 118113 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13897 members 
Mstep: Class 13 contains 40287 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27975 members 
Mstep: Class 17 contains 30990 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60076 members 
Mstep: Class 26 contains 41268 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23392 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 30931 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 137729 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959472.000000 Penalty: 77880.085938
Iteration 316Q: 36 clusters Score -1.089595e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83351 members 
Mstep: Class 3 contains 26316 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10261 members 
Mstep: Class 6 contains 116947 members 
Mstep: Class 7 contains 5113 members 
Mstep: Class 8 contains 10729 members 
Mstep: Class 9 contains 118122 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13897 members 
Mstep: Class 13 contains 40289 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27972 members 
Mstep: Class 17 contains 30992 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60076 members 
Mstep: Class 26 contains 41270 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23392 members 
Mstep: Class 30 contains 3901 members 
Mstep: Class 31 contains 30933 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 137726 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959496.000000 Penalty: 77880.085938
Iteration 317Q: 36 clusters Score -1.089595e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83349 members 
Mstep: Class 3 contains 26315 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10260 members 
Mstep: Class 6 contains 116939 members 
Mstep: Class 7 contains 5114 members 
Mstep: Class 8 contains 10729 members 
Mstep: Class 9 contains 118133 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13894 members 
Mstep: Class 13 contains 40297 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27969 members 
Mstep: Class 17 contains 30993 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60075 members 
Mstep: Class 26 contains 41274 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23392 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 30933 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 137722 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959480.000000 Penalty: 77880.085938
Iteration 318Q: 36 clusters Score -1.089595e+08 nChanged 55
Entering ConstructFrom: 
Score: -108959480.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (6654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Entering Unmasked Estep 
Score: -836043.375000 Penalty: 1430.483276
	Iteration 0F: 2 clusters Score -836043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -831043.187500 Penalty: 2860.966553
	Iteration 0F: 3 clusters Score -831043.2 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -832464.875000 Penalty: 2860.966553
	Iteration 1F: 3 clusters Score -832464.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -832685.625000 Penalty: 2860.966553
	Iteration 2F: 3 clusters Score -832685.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -832833.875000 Penalty: 2860.966553
	Iteration 3F: 3 clusters Score -832833.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -832947.875000 Penalty: 2860.966553
	Iteration 4Q: 3 clusters Score -832947.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -833046.312500 Penalty: 2860.966553
	Iteration 5Q: 3 clusters Score -833046.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -833114.187500 Penalty: 2860.966553
	Iteration 6Q: 3 clusters Score -833114.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -833178.562500 Penalty: 2860.966553
	Iteration 7Q: 3 clusters Score -833178.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -833250.625000 Penalty: 2860.966553
	Iteration 8Q: 3 clusters Score -833250.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -833319.375000 Penalty: 2860.966553
	Iteration 9Q: 3 clusters Score -833319.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -833394.500000 Penalty: 2860.966553
	Iteration 10Q: 3 clusters Score -833394.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -833486.250000 Penalty: 2860.966553
	Iteration 11Q: 3 clusters Score -833486.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -833589.500000 Penalty: 2860.966553
	Iteration 12Q: 3 clusters Score -833589.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -833710.062500 Penalty: 2860.966553
	Iteration 13Q: 3 clusters Score -833710.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -833825.437500 Penalty: 2860.966553
	Iteration 14Q: 3 clusters Score -833825.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -833933.875000 Penalty: 2860.966553
	Iteration 15Q: 3 clusters Score -833933.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -834024.062500 Penalty: 2860.966553
	Iteration 16Q: 3 clusters Score -834024.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -834106.062500 Penalty: 2860.966553
	Iteration 17Q: 3 clusters Score -834106.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -834167.250000 Penalty: 2860.966553
	Iteration 18Q: 3 clusters Score -834167.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -834217.937500 Penalty: 2860.966553
	Iteration 19Q: 3 clusters Score -834217.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -834258.187500 Penalty: 2860.966553
	Iteration 20F: 3 clusters Score -834258.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -834286.375000 Penalty: 2860.966553
	Iteration 21Q: 3 clusters Score -834286.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -834312.062500 Penalty: 2860.966553
	Iteration 22Q: 3 clusters Score -834312.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -834337.750000 Penalty: 2860.966553
	Iteration 23Q: 3 clusters Score -834337.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -834358.500000 Penalty: 2860.966553
	Iteration 24Q: 3 clusters Score -834358.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -834371.812500 Penalty: 2860.966553
	Iteration 25Q: 3 clusters Score -834371.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -834385.062500 Penalty: 2860.966553
	Iteration 26Q: 3 clusters Score -834385.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -834398.375000 Penalty: 2860.966553
	Iteration 27Q: 3 clusters Score -834398.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -834409.312500 Penalty: 2860.966553
	Iteration 28Q: 3 clusters Score -834409.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -834418.875000 Penalty: 2860.966553
	Iteration 29Q: 3 clusters Score -834418.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -834424.500000 Penalty: 2860.966553
	Iteration 30Q: 3 clusters Score -834424.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -834430.750000 Penalty: 2860.966553
	Iteration 31Q: 3 clusters Score -834430.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -834435.750000 Penalty: 2860.966553
	Iteration 32Q: 3 clusters Score -834435.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -834439.375000 Penalty: 2860.966553
	Iteration 33Q: 3 clusters Score -834439.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -834440.937500 Penalty: 2860.966553
	Iteration 34Q: 3 clusters Score -834440.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -834446.250000 Penalty: 2860.966553
	Iteration 35Q: 3 clusters Score -834446.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -834447.937500 Penalty: 2860.966553
	Iteration 36Q: 3 clusters Score -834447.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -834451.312500 Penalty: 2860.966553
	Iteration 37Q: 3 clusters Score -834451.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -834456.250000 Penalty: 2860.966553
	Iteration 38Q: 3 clusters Score -834456.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -834458.375000 Penalty: 2860.966553
	Iteration 39Q: 3 clusters Score -834458.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -834461.937500 Penalty: 2860.966553
	Iteration 40F: 3 clusters Score -834461.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -834465.750000 Penalty: 2860.966553
	Iteration 41Q: 3 clusters Score -834465.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -834475.687500 Penalty: 2860.966553
	Iteration 42Q: 3 clusters Score -834475.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -834481.125000 Penalty: 2860.966553
	Iteration 43Q: 3 clusters Score -834481.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -834487.625000 Penalty: 2860.966553
	Iteration 44Q: 3 clusters Score -834487.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -834495.500000 Penalty: 2860.966553
	Iteration 45Q: 3 clusters Score -834495.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -834505.687500 Penalty: 2860.966553
	Iteration 46Q: 3 clusters Score -834505.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -834513.625000 Penalty: 2860.966553
	Iteration 47Q: 3 clusters Score -834513.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -834522.187500 Penalty: 2860.966553
	Iteration 48Q: 3 clusters Score -834522.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -834529.250000 Penalty: 2860.966553
	Iteration 49Q: 3 clusters Score -834529.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -834539.187500 Penalty: 2860.966553
	Iteration 50Q: 3 clusters Score -834539.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -834547.000000 Penalty: 2860.966553
	Iteration 51Q: 3 clusters Score -834547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -834554.875000 Penalty: 2860.966553
	Iteration 52Q: 3 clusters Score -834554.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -834569.812500 Penalty: 2860.966553
	Iteration 53Q: 3 clusters Score -834569.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -834580.500000 Penalty: 2860.966553
	Iteration 54Q: 3 clusters Score -834580.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -834589.812500 Penalty: 2860.966553
	Iteration 55Q: 3 clusters Score -834589.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -834602.437500 Penalty: 2860.966553
	Iteration 56Q: 3 clusters Score -834602.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -834610.562500 Penalty: 2860.966553
	Iteration 57Q: 3 clusters Score -834610.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -834623.750000 Penalty: 2860.966553
	Iteration 58Q: 3 clusters Score -834623.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -834638.937500 Penalty: 2860.966553
	Iteration 59Q: 3 clusters Score -834638.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -834655.937500 Penalty: 2860.966553
	Iteration 60F: 3 clusters Score -834655.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -834672.125000 Penalty: 2860.966553
	Iteration 61Q: 3 clusters Score -834672.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -834678.937500 Penalty: 2860.966553
	Iteration 62Q: 3 clusters Score -834678.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -834692.062500 Penalty: 2860.966553
	Iteration 63Q: 3 clusters Score -834692.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -834705.062500 Penalty: 2860.966553
	Iteration 64Q: 3 clusters Score -834705.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -834718.812500 Penalty: 2860.966553
	Iteration 65Q: 3 clusters Score -834718.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -834726.250000 Penalty: 2860.966553
	Iteration 66Q: 3 clusters Score -834726.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -834738.562500 Penalty: 2860.966553
	Iteration 67Q: 3 clusters Score -834738.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -834747.875000 Penalty: 2860.966553
	Iteration 68Q: 3 clusters Score -834747.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -834754.312500 Penalty: 2860.966553
	Iteration 69Q: 3 clusters Score -834754.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -834761.562500 Penalty: 2860.966553
	Iteration 70Q: 3 clusters Score -834761.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -834762.187500 Penalty: 2860.966553
	Iteration 71Q: 3 clusters Score -834762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -834762.250000 Penalty: 2860.966553
	Iteration 72Q: 3 clusters Score -834762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -834762.562500 Penalty: 2860.966553
	Iteration 73Q: 3 clusters Score -834762.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -834762.562500 Penalty: 2860.966553
	Iteration 74F: 3 clusters Score -834762.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83347 members 
Entering Unmasked Estep 
Score: -10682828.000000 Penalty: 1841.249756
	Iteration 0F: 2 clusters Score -1.068283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -10627897.000000 Penalty: 3682.499512
	Iteration 0F: 3 clusters Score -1.06279e+07 nChanged 39412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -10650538.000000 Penalty: 3682.499512
	Iteration 1F: 3 clusters Score -1.065054e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -10651003.000000 Penalty: 3682.499512
	Iteration 2Q: 3 clusters Score -1.0651e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -10651560.000000 Penalty: 3682.499512
	Iteration 3Q: 3 clusters Score -1.065156e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -10652193.000000 Penalty: 3682.499512
	Iteration 4Q: 3 clusters Score -1.065219e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -10653096.000000 Penalty: 3682.499512
	Iteration 5Q: 3 clusters Score -1.06531e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -10654533.000000 Penalty: 3682.499512
	Iteration 6Q: 3 clusters Score -1.065453e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -10656701.000000 Penalty: 3682.499512
	Iteration 7F: 3 clusters Score -1.06567e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -10659891.000000 Penalty: 3682.499512
	Iteration 8F: 3 clusters Score -1.065989e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -10664504.000000 Penalty: 3682.499512
	Iteration 9F: 3 clusters Score -1.06645e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -10669801.000000 Penalty: 3682.499512
	Iteration 10F: 3 clusters Score -1.06698e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 75856 members 
Entering Unmasked Estep 
Score: -10674597.000000 Penalty: 3682.499512
	Iteration 11F: 3 clusters Score -1.06746e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 79735 members 
Entering Unmasked Estep 
Score: -10678157.000000 Penalty: 3682.499512
	Iteration 12Q: 3 clusters Score -1.067816e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -10679989.000000 Penalty: 3682.499512
	Iteration 13Q: 3 clusters Score -1.067999e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 82686 members 
Entering Unmasked Estep 
Score: -10680775.000000 Penalty: 3682.499512
	Iteration 14Q: 3 clusters Score -1.068078e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 82958 members 
Entering Unmasked Estep 
Score: -10681105.000000 Penalty: 3682.499512
	Iteration 15Q: 3 clusters Score -1.06811e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 83044 members 
Entering Unmasked Estep 
Score: -10681222.000000 Penalty: 3682.499512
	Iteration 16Q: 3 clusters Score -1.068122e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -10681287.000000 Penalty: 3682.499512
	Iteration 17Q: 3 clusters Score -1.068129e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 83091 members 
Entering Unmasked Estep 
Score: -10681315.000000 Penalty: 3682.499512
	Iteration 18Q: 3 clusters Score -1.068132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 83099 members 
Entering Unmasked Estep 
Score: -10681334.000000 Penalty: 3682.499512
	Iteration 19Q: 3 clusters Score -1.068133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 83105 members 
Entering Unmasked Estep 
Score: -10681348.000000 Penalty: 3682.499512
	Iteration 20F: 3 clusters Score -1.068135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 83109 members 
Entering Unmasked Estep 
Score: -10681369.000000 Penalty: 3682.499512
	Iteration 21Q: 3 clusters Score -1.068137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 83118 members 
Entering Unmasked Estep 
Score: -10681393.000000 Penalty: 3682.499512
	Iteration 22Q: 3 clusters Score -1.068139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -10681408.000000 Penalty: 3682.499512
	Iteration 23Q: 3 clusters Score -1.068141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -10681419.000000 Penalty: 3682.499512
	Iteration 24Q: 3 clusters Score -1.068142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -10681433.000000 Penalty: 3682.499512
	Iteration 25Q: 3 clusters Score -1.068143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -10681440.000000 Penalty: 3682.499512
	Iteration 26Q: 3 clusters Score -1.068144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -10681446.000000 Penalty: 3682.499512
	Iteration 27Q: 3 clusters Score -1.068145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -10681458.000000 Penalty: 3682.499512
	Iteration 28Q: 3 clusters Score -1.068146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -10681457.000000 Penalty: 3682.499512
	Iteration 29Q: 3 clusters Score -1.068146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -10681470.000000 Penalty: 3682.499512
	Iteration 30Q: 3 clusters Score -1.068147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -10681473.000000 Penalty: 3682.499512
	Iteration 31Q: 3 clusters Score -1.068147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -10681472.000000 Penalty: 3682.499512
	Iteration 32Q: 3 clusters Score -1.068147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -10681473.000000 Penalty: 3682.499512
	Iteration 33Q: 3 clusters Score -1.068147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -10681479.000000 Penalty: 3682.499512
	Iteration 34Q: 3 clusters Score -1.068148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -10681478.000000 Penalty: 3682.499512
	Iteration 35Q: 3 clusters Score -1.068148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -10681478.000000 Penalty: 3682.499512
	Iteration 36F: 3 clusters Score -1.068148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Entering Unmasked Estep 
Score: -3353768.000000 Penalty: 1653.901611
	Iteration 0F: 2 clusters Score -3353768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3336008.250000 Penalty: 3307.803223
	Iteration 0F: 3 clusters Score -3336008 nChanged 12079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3342801.000000 Penalty: 3307.803223
	Iteration 1F: 3 clusters Score -3342801 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3343219.750000 Penalty: 3307.803223
	Iteration 2Q: 3 clusters Score -3343220 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3343689.750000 Penalty: 3307.803223
	Iteration 3Q: 3 clusters Score -3343690 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3344337.750000 Penalty: 3307.803223
	Iteration 4Q: 3 clusters Score -3344338 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -3345261.000000 Penalty: 3307.803223
	Iteration 5F: 3 clusters Score -3345261 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3346566.250000 Penalty: 3307.803223
	Iteration 6F: 3 clusters Score -3346566 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3348193.750000 Penalty: 3307.803223
	Iteration 7F: 3 clusters Score -3348194 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -3349691.500000 Penalty: 3307.803223
	Iteration 8F: 3 clusters Score -3349692 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3350960.750000 Penalty: 3307.803223
	Iteration 9Q: 3 clusters Score -3350961 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3351672.750000 Penalty: 3307.803223
	Iteration 10Q: 3 clusters Score -3351673 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3352073.750000 Penalty: 3307.803223
	Iteration 11Q: 3 clusters Score -3352074 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3352248.750000 Penalty: 3307.803223
	Iteration 12Q: 3 clusters Score -3352249 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3352348.000000 Penalty: 3307.803223
	Iteration 13Q: 3 clusters Score -3352348 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3352411.000000 Penalty: 3307.803223
	Iteration 14Q: 3 clusters Score -3352411 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3352440.250000 Penalty: 3307.803223
	Iteration 15Q: 3 clusters Score -3352440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3352460.000000 Penalty: 3307.803223
	Iteration 16Q: 3 clusters Score -3352460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3352459.500000 Penalty: 3307.803223
	Iteration 17Q: 3 clusters Score -3352460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3352477.250000 Penalty: 3307.803223
	Iteration 18Q: 3 clusters Score -3352477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3352485.750000 Penalty: 3307.803223
	Iteration 19Q: 3 clusters Score -3352486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3352485.500000 Penalty: 3307.803223
	Iteration 20F: 3 clusters Score -3352486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3352489.500000 Penalty: 3307.803223
	Iteration 21Q: 3 clusters Score -3352490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3352496.750000 Penalty: 3307.803223
	Iteration 22Q: 3 clusters Score -3352497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3352510.500000 Penalty: 3307.803223
	Iteration 23Q: 3 clusters Score -3352510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -3352510.750000 Penalty: 3307.803223
	Iteration 24Q: 3 clusters Score -3352511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3352521.750000 Penalty: 3307.803223
	Iteration 25Q: 3 clusters Score -3352522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3352515.500000 Penalty: 3307.803223
	Iteration 26Q: 3 clusters Score -3352516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3352521.750000 Penalty: 3307.803223
	Iteration 27Q: 3 clusters Score -3352522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3352517.000000 Penalty: 3307.803223
	Iteration 28Q: 3 clusters Score -3352517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3352517.500000 Penalty: 3307.803223
	Iteration 29Q: 3 clusters Score -3352518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3352514.250000 Penalty: 3307.803223
	Iteration 30Q: 3 clusters Score -3352514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3352515.750000 Penalty: 3307.803223
	Iteration 31Q: 3 clusters Score -3352516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3352515.750000 Penalty: 3307.803223
	Iteration 32F: 3 clusters Score -3352516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -166987.000000 Penalty: 1175.319214
	Iteration 0F: 2 clusters Score -166987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -165309.468750 Penalty: 2350.638428
	Iteration 0F: 3 clusters Score -165309.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -165611.171875 Penalty: 2350.638428
	Iteration 1F: 3 clusters Score -165611.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -165696.734375 Penalty: 2350.638428
	Iteration 2F: 3 clusters Score -165696.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -165754.468750 Penalty: 2350.638428
	Iteration 3Q: 3 clusters Score -165754.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -165798.000000 Penalty: 2350.638428
	Iteration 4Q: 3 clusters Score -165798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -165828.265625 Penalty: 2350.638428
	Iteration 5Q: 3 clusters Score -165828.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -165840.593750 Penalty: 2350.638428
	Iteration 6Q: 3 clusters Score -165840.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -165849.765625 Penalty: 2350.638428
	Iteration 7Q: 3 clusters Score -165849.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -165858.734375 Penalty: 2350.638428
	Iteration 8Q: 3 clusters Score -165858.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -165865.765625 Penalty: 2350.638428
	Iteration 9Q: 3 clusters Score -165865.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -165874.593750 Penalty: 2350.638428
	Iteration 10Q: 3 clusters Score -165874.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -165890.640625 Penalty: 2350.638428
	Iteration 11Q: 3 clusters Score -165890.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -165903.546875 Penalty: 2350.638428
	Iteration 12Q: 3 clusters Score -165903.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -165914.546875 Penalty: 2350.638428
	Iteration 13Q: 3 clusters Score -165914.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -165921.640625 Penalty: 2350.638428
	Iteration 14Q: 3 clusters Score -165921.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -165930.546875 Penalty: 2350.638428
	Iteration 15Q: 3 clusters Score -165930.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -165937.765625 Penalty: 2350.638428
	Iteration 16Q: 3 clusters Score -165937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -165941.718750 Penalty: 2350.638428
	Iteration 17Q: 3 clusters Score -165941.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -165947.234375 Penalty: 2350.638428
	Iteration 18Q: 3 clusters Score -165947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -165953.828125 Penalty: 2350.638428
	Iteration 19Q: 3 clusters Score -165953.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -165958.375000 Penalty: 2350.638428
	Iteration 20F: 3 clusters Score -165958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -165961.156250 Penalty: 2350.638428
	Iteration 21Q: 3 clusters Score -165961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -165963.468750 Penalty: 2350.638428
	Iteration 22Q: 3 clusters Score -165963.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -165966.406250 Penalty: 2350.638428
	Iteration 23Q: 3 clusters Score -165966.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -165971.187500 Penalty: 2350.638428
	Iteration 24Q: 3 clusters Score -165971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -165974.765625 Penalty: 2350.638428
	Iteration 25Q: 3 clusters Score -165974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -165978.468750 Penalty: 2350.638428
	Iteration 26Q: 3 clusters Score -165978.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -165978.718750 Penalty: 2350.638428
	Iteration 27Q: 3 clusters Score -165978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -165979.828125 Penalty: 2350.638428
	Iteration 28Q: 3 clusters Score -165979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -165980.937500 Penalty: 2350.638428
	Iteration 29Q: 3 clusters Score -165980.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -165980.937500 Penalty: 2350.638428
	Iteration 30F: 3 clusters Score -165980.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Entering Unmasked Estep 
Score: -1247936.250000 Penalty: 1500.851196
	Iteration 0F: 2 clusters Score -1247936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1240666.625000 Penalty: 3001.702393
	Iteration 0F: 3 clusters Score -1240667 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1242938.000000 Penalty: 3001.702393
	Iteration 1F: 3 clusters Score -1242938 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1243197.250000 Penalty: 3001.702393
	Iteration 2F: 3 clusters Score -1243197 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1243424.125000 Penalty: 3001.702393
	Iteration 3Q: 3 clusters Score -1243424 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1243688.000000 Penalty: 3001.702393
	Iteration 4Q: 3 clusters Score -1243688 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1244001.125000 Penalty: 3001.702393
	Iteration 5Q: 3 clusters Score -1244001 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1244314.000000 Penalty: 3001.702393
	Iteration 6Q: 3 clusters Score -1244314 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1244591.000000 Penalty: 3001.702393
	Iteration 7Q: 3 clusters Score -1244591 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1244849.000000 Penalty: 3001.702393
	Iteration 8Q: 3 clusters Score -1244849 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1245084.625000 Penalty: 3001.702393
	Iteration 9Q: 3 clusters Score -1245085 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1245274.250000 Penalty: 3001.702393
	Iteration 10Q: 3 clusters Score -1245274 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1245449.500000 Penalty: 3001.702393
	Iteration 11Q: 3 clusters Score -1245450 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1245595.875000 Penalty: 3001.702393
	Iteration 12Q: 3 clusters Score -1245596 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1245701.875000 Penalty: 3001.702393
	Iteration 13Q: 3 clusters Score -1245702 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1245780.000000 Penalty: 3001.702393
	Iteration 14Q: 3 clusters Score -1245780 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1245848.750000 Penalty: 3001.702393
	Iteration 15Q: 3 clusters Score -1245849 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1245898.625000 Penalty: 3001.702393
	Iteration 16Q: 3 clusters Score -1245899 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1245937.625000 Penalty: 3001.702393
	Iteration 17Q: 3 clusters Score -1245938 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1245979.750000 Penalty: 3001.702393
	Iteration 18Q: 3 clusters Score -1245980 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1246011.750000 Penalty: 3001.702393
	Iteration 19Q: 3 clusters Score -1246012 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1246045.625000 Penalty: 3001.702393
	Iteration 20F: 3 clusters Score -1246046 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1246069.000000 Penalty: 3001.702393
	Iteration 21Q: 3 clusters Score -1246069 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1246103.500000 Penalty: 3001.702393
	Iteration 22Q: 3 clusters Score -1246104 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1246137.500000 Penalty: 3001.702393
	Iteration 23Q: 3 clusters Score -1246138 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1246177.625000 Penalty: 3001.702393
	Iteration 24Q: 3 clusters Score -1246178 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1246219.000000 Penalty: 3001.702393
	Iteration 25Q: 3 clusters Score -1246219 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1246265.125000 Penalty: 3001.702393
	Iteration 26Q: 3 clusters Score -1246265 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1246303.000000 Penalty: 3001.702393
	Iteration 27Q: 3 clusters Score -1246303 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1246338.500000 Penalty: 3001.702393
	Iteration 28Q: 3 clusters Score -1246338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1246359.250000 Penalty: 3001.702393
	Iteration 29Q: 3 clusters Score -1246359 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1246385.000000 Penalty: 3001.702393
	Iteration 30Q: 3 clusters Score -1246385 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1246417.000000 Penalty: 3001.702393
	Iteration 31Q: 3 clusters Score -1246417 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1246455.625000 Penalty: 3001.702393
	Iteration 32Q: 3 clusters Score -1246456 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1246496.625000 Penalty: 3001.702393
	Iteration 33Q: 3 clusters Score -1246497 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1246534.250000 Penalty: 3001.702393
	Iteration 34Q: 3 clusters Score -1246534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1246564.500000 Penalty: 3001.702393
	Iteration 35Q: 3 clusters Score -1246564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1246591.125000 Penalty: 3001.702393
	Iteration 36Q: 3 clusters Score -1246591 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1246612.125000 Penalty: 3001.702393
	Iteration 37Q: 3 clusters Score -1246612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1246626.250000 Penalty: 3001.702393
	Iteration 38Q: 3 clusters Score -1246626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1246638.875000 Penalty: 3001.702393
	Iteration 39Q: 3 clusters Score -1246639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1246653.250000 Penalty: 3001.702393
	Iteration 40F: 3 clusters Score -1246653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1246658.500000 Penalty: 3001.702393
	Iteration 41Q: 3 clusters Score -1246658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1246668.750000 Penalty: 3001.702393
	Iteration 42Q: 3 clusters Score -1246669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1246675.125000 Penalty: 3001.702393
	Iteration 43Q: 3 clusters Score -1246675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1246681.625000 Penalty: 3001.702393
	Iteration 44Q: 3 clusters Score -1246682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1246697.000000 Penalty: 3001.702393
	Iteration 45Q: 3 clusters Score -1246697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1246703.625000 Penalty: 3001.702393
	Iteration 46Q: 3 clusters Score -1246704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1246710.125000 Penalty: 3001.702393
	Iteration 47Q: 3 clusters Score -1246710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1246718.500000 Penalty: 3001.702393
	Iteration 48Q: 3 clusters Score -1246718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1246724.875000 Penalty: 3001.702393
	Iteration 49Q: 3 clusters Score -1246725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1246731.375000 Penalty: 3001.702393
	Iteration 50Q: 3 clusters Score -1246731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1246739.125000 Penalty: 3001.702393
	Iteration 51Q: 3 clusters Score -1246739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1246744.000000 Penalty: 3001.702393
	Iteration 52Q: 3 clusters Score -1246744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1246759.375000 Penalty: 3001.702393
	Iteration 53Q: 3 clusters Score -1246759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1246771.750000 Penalty: 3001.702393
	Iteration 54Q: 3 clusters Score -1246772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1246782.875000 Penalty: 3001.702393
	Iteration 55Q: 3 clusters Score -1246783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1246788.125000 Penalty: 3001.702393
	Iteration 56Q: 3 clusters Score -1246788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1246790.000000 Penalty: 3001.702393
	Iteration 57Q: 3 clusters Score -1246790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1246793.875000 Penalty: 3001.702393
	Iteration 58Q: 3 clusters Score -1246794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1246798.750000 Penalty: 3001.702393
	Iteration 59Q: 3 clusters Score -1246799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1246806.250000 Penalty: 3001.702393
	Iteration 60F: 3 clusters Score -1246806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1246811.500000 Penalty: 3001.702393
	Iteration 61Q: 3 clusters Score -1246812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1246816.125000 Penalty: 3001.702393
	Iteration 62Q: 3 clusters Score -1246816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1246817.375000 Penalty: 3001.702393
	Iteration 63Q: 3 clusters Score -1246817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1246822.625000 Penalty: 3001.702393
	Iteration 64Q: 3 clusters Score -1246823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1246825.250000 Penalty: 3001.702393
	Iteration 65Q: 3 clusters Score -1246825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1246832.875000 Penalty: 3001.702393
	Iteration 66Q: 3 clusters Score -1246833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1246844.875000 Penalty: 3001.702393
	Iteration 67Q: 3 clusters Score -1246845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1246851.750000 Penalty: 3001.702393
	Iteration 68Q: 3 clusters Score -1246852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1246857.500000 Penalty: 3001.702393
	Iteration 69Q: 3 clusters Score -1246858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1246862.625000 Penalty: 3001.702393
	Iteration 70Q: 3 clusters Score -1246863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1246865.000000 Penalty: 3001.702393
	Iteration 71Q: 3 clusters Score -1246865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1246864.500000 Penalty: 3001.702393
	Iteration 72Q: 3 clusters Score -1246864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1246864.500000 Penalty: 3001.702393
	Iteration 73F: 3 clusters Score -1246864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (116930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116930 members 
Entering Unmasked Estep 
Score: -14945282.000000 Penalty: 1896.266235
	Iteration 0F: 2 clusters Score -1.494528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -14868002.000000 Penalty: 3792.532471
	Iteration 0F: 3 clusters Score -1.4868e+07 nChanged 56164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -14900292.000000 Penalty: 3792.532471
	Iteration 1F: 3 clusters Score -1.490029e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -14901312.000000 Penalty: 3792.532471
	Iteration 2Q: 3 clusters Score -1.490131e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -14902626.000000 Penalty: 3792.532471
	Iteration 3Q: 3 clusters Score -1.490263e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70636 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -14904878.000000 Penalty: 3792.532471
	Iteration 4Q: 3 clusters Score -1.490488e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -14908902.000000 Penalty: 3792.532471
	Iteration 5F: 3 clusters Score -1.49089e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85361 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -14914965.000000 Penalty: 3792.532471
	Iteration 6F: 3 clusters Score -1.491496e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94302 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -14922022.000000 Penalty: 3792.532471
	Iteration 7F: 3 clusters Score -1.492202e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102446 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -14929087.000000 Penalty: 3792.532471
	Iteration 8F: 3 clusters Score -1.492909e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108666 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -14934846.000000 Penalty: 3792.532471
	Iteration 9F: 3 clusters Score -1.493485e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112647 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -14939514.000000 Penalty: 3792.532471
	Iteration 10Q: 3 clusters Score -1.493951e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114968 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -14941958.000000 Penalty: 3792.532471
	Iteration 11Q: 3 clusters Score -1.494196e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116036 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -14942939.000000 Penalty: 3792.532471
	Iteration 12Q: 3 clusters Score -1.494294e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116423 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -14943323.000000 Penalty: 3792.532471
	Iteration 13Q: 3 clusters Score -1.494332e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116538 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -14943506.000000 Penalty: 3792.532471
	Iteration 14Q: 3 clusters Score -1.494351e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116583 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -14943566.000000 Penalty: 3792.532471
	Iteration 15Q: 3 clusters Score -1.494357e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116605 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14943610.000000 Penalty: 3792.532471
	Iteration 16Q: 3 clusters Score -1.494361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116617 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -14943637.000000 Penalty: 3792.532471
	Iteration 17Q: 3 clusters Score -1.494364e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116630 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -14943664.000000 Penalty: 3792.532471
	Iteration 18Q: 3 clusters Score -1.494366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116637 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -14943673.000000 Penalty: 3792.532471
	Iteration 19Q: 3 clusters Score -1.494367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116642 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -14943694.000000 Penalty: 3792.532471
	Iteration 20F: 3 clusters Score -1.494369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116644 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -14943701.000000 Penalty: 3792.532471
	Iteration 21Q: 3 clusters Score -1.49437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116645 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14943704.000000 Penalty: 3792.532471
	Iteration 22Q: 3 clusters Score -1.49437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116645 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14943709.000000 Penalty: 3792.532471
	Iteration 23Q: 3 clusters Score -1.494371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116646 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -14943706.000000 Penalty: 3792.532471
	Iteration 24Q: 3 clusters Score -1.494371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116649 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -14943706.000000 Penalty: 3792.532471
	Iteration 25Q: 3 clusters Score -1.494371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116652 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14943716.000000 Penalty: 3792.532471
	Iteration 26Q: 3 clusters Score -1.494372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116655 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -14943717.000000 Penalty: 3792.532471
	Iteration 27Q: 3 clusters Score -1.494372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116657 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -14943721.000000 Penalty: 3792.532471
	Iteration 28Q: 3 clusters Score -1.494372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116657 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -14943713.000000 Penalty: 3792.532471
	Iteration 29Q: 3 clusters Score -1.494371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116657 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -14943713.000000 Penalty: 3792.532471
	Iteration 30F: 3 clusters Score -1.494371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Entering Unmasked Estep 
Score: -584548.187500 Penalty: 1387.770752
	Iteration 0F: 2 clusters Score -584548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -580485.125000 Penalty: 2775.541504
	Iteration 0F: 3 clusters Score -580485.1 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -581650.687500 Penalty: 2775.541504
	Iteration 1F: 3 clusters Score -581650.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -581927.937500 Penalty: 2775.541504
	Iteration 2F: 3 clusters Score -581927.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -582164.687500 Penalty: 2775.541504
	Iteration 3F: 3 clusters Score -582164.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -582361.500000 Penalty: 2775.541504
	Iteration 4F: 3 clusters Score -582361.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -582521.062500 Penalty: 2775.541504
	Iteration 5F: 3 clusters Score -582521.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -582683.250000 Penalty: 2775.541504
	Iteration 6Q: 3 clusters Score -582683.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -582832.937500 Penalty: 2775.541504
	Iteration 7Q: 3 clusters Score -582832.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -582974.562500 Penalty: 2775.541504
	Iteration 8Q: 3 clusters Score -582974.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -583083.000000 Penalty: 2775.541504
	Iteration 9Q: 3 clusters Score -583083 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -583171.000000 Penalty: 2775.541504
	Iteration 10Q: 3 clusters Score -583171 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -583235.687500 Penalty: 2775.541504
	Iteration 11Q: 3 clusters Score -583235.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -583283.125000 Penalty: 2775.541504
	Iteration 12Q: 3 clusters Score -583283.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -583325.437500 Penalty: 2775.541504
	Iteration 13Q: 3 clusters Score -583325.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -583354.750000 Penalty: 2775.541504
	Iteration 14Q: 3 clusters Score -583354.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -583372.125000 Penalty: 2775.541504
	Iteration 15Q: 3 clusters Score -583372.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -583385.937500 Penalty: 2775.541504
	Iteration 16Q: 3 clusters Score -583385.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -583398.375000 Penalty: 2775.541504
	Iteration 17Q: 3 clusters Score -583398.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -583413.500000 Penalty: 2775.541504
	Iteration 18Q: 3 clusters Score -583413.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -583430.750000 Penalty: 2775.541504
	Iteration 19Q: 3 clusters Score -583430.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -583445.500000 Penalty: 2775.541504
	Iteration 20F: 3 clusters Score -583445.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -583459.187500 Penalty: 2775.541504
	Iteration 21Q: 3 clusters Score -583459.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -583469.437500 Penalty: 2775.541504
	Iteration 22Q: 3 clusters Score -583469.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -583475.937500 Penalty: 2775.541504
	Iteration 23Q: 3 clusters Score -583475.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -583480.625000 Penalty: 2775.541504
	Iteration 24Q: 3 clusters Score -583480.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -583488.375000 Penalty: 2775.541504
	Iteration 25Q: 3 clusters Score -583488.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -583496.250000 Penalty: 2775.541504
	Iteration 26Q: 3 clusters Score -583496.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -583505.562500 Penalty: 2775.541504
	Iteration 27Q: 3 clusters Score -583505.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -583515.187500 Penalty: 2775.541504
	Iteration 28Q: 3 clusters Score -583515.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -583519.875000 Penalty: 2775.541504
	Iteration 29Q: 3 clusters Score -583519.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -583522.750000 Penalty: 2775.541504
	Iteration 30Q: 3 clusters Score -583522.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -583527.875000 Penalty: 2775.541504
	Iteration 31Q: 3 clusters Score -583527.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -583530.312500 Penalty: 2775.541504
	Iteration 32Q: 3 clusters Score -583530.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -583533.750000 Penalty: 2775.541504
	Iteration 33Q: 3 clusters Score -583533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -583536.500000 Penalty: 2775.541504
	Iteration 34Q: 3 clusters Score -583536.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -583536.687500 Penalty: 2775.541504
	Iteration 35Q: 3 clusters Score -583536.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -583542.937500 Penalty: 2775.541504
	Iteration 36Q: 3 clusters Score -583542.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -583551.375000 Penalty: 2775.541504
	Iteration 37Q: 3 clusters Score -583551.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -583557.687500 Penalty: 2775.541504
	Iteration 38Q: 3 clusters Score -583557.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -583561.312500 Penalty: 2775.541504
	Iteration 39Q: 3 clusters Score -583561.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -583563.937500 Penalty: 2775.541504
	Iteration 40F: 3 clusters Score -583563.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -583565.750000 Penalty: 2775.541504
	Iteration 41Q: 3 clusters Score -583565.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -583567.937500 Penalty: 2775.541504
	Iteration 42Q: 3 clusters Score -583567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -583567.812500 Penalty: 2775.541504
	Iteration 43Q: 3 clusters Score -583567.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -583570.000000 Penalty: 2775.541504
	Iteration 44Q: 3 clusters Score -583570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -583571.250000 Penalty: 2775.541504
	Iteration 45Q: 3 clusters Score -583571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -583571.875000 Penalty: 2775.541504
	Iteration 46Q: 3 clusters Score -583571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -583573.437500 Penalty: 2775.541504
	Iteration 47Q: 3 clusters Score -583573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -583572.750000 Penalty: 2775.541504
	Iteration 48Q: 3 clusters Score -583572.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -583572.750000 Penalty: 2775.541504
	Iteration 49F: 3 clusters Score -583572.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Entering Unmasked Estep 
Score: -1340437.500000 Penalty: 1508.114624
	Iteration 0F: 2 clusters Score -1340438 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 5283 members 
Entering Unmasked Estep 
Score: -1332706.750000 Penalty: 3016.229248
	Iteration 0F: 3 clusters Score -1332707 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1335397.750000 Penalty: 3016.229248
	Iteration 1F: 3 clusters Score -1335398 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1335777.250000 Penalty: 3016.229248
	Iteration 2F: 3 clusters Score -1335777 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1336195.625000 Penalty: 3016.229248
	Iteration 3F: 3 clusters Score -1336196 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1336640.000000 Penalty: 3016.229248
	Iteration 4F: 3 clusters Score -1336640 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1337098.250000 Penalty: 3016.229248
	Iteration 5F: 3 clusters Score -1337098 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1337546.875000 Penalty: 3016.229248
	Iteration 6F: 3 clusters Score -1337547 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1338009.250000 Penalty: 3016.229248
	Iteration 7Q: 3 clusters Score -1338009 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1338397.500000 Penalty: 3016.229248
	Iteration 8Q: 3 clusters Score -1338398 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1338686.625000 Penalty: 3016.229248
	Iteration 9Q: 3 clusters Score -1338687 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1338858.000000 Penalty: 3016.229248
	Iteration 10Q: 3 clusters Score -1338858 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1338960.750000 Penalty: 3016.229248
	Iteration 11Q: 3 clusters Score -1338961 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1339036.375000 Penalty: 3016.229248
	Iteration 12Q: 3 clusters Score -1339036 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1339100.375000 Penalty: 3016.229248
	Iteration 13Q: 3 clusters Score -1339100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1339144.125000 Penalty: 3016.229248
	Iteration 14Q: 3 clusters Score -1339144 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1339181.750000 Penalty: 3016.229248
	Iteration 15Q: 3 clusters Score -1339182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1339204.250000 Penalty: 3016.229248
	Iteration 16Q: 3 clusters Score -1339204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1339222.750000 Penalty: 3016.229248
	Iteration 17Q: 3 clusters Score -1339223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1339233.125000 Penalty: 3016.229248
	Iteration 18Q: 3 clusters Score -1339233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1339238.000000 Penalty: 3016.229248
	Iteration 19Q: 3 clusters Score -1339238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1339246.125000 Penalty: 3016.229248
	Iteration 20F: 3 clusters Score -1339246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1339252.250000 Penalty: 3016.229248
	Iteration 21Q: 3 clusters Score -1339252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1339262.250000 Penalty: 3016.229248
	Iteration 22Q: 3 clusters Score -1339262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1339272.500000 Penalty: 3016.229248
	Iteration 23Q: 3 clusters Score -1339272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1339275.000000 Penalty: 3016.229248
	Iteration 24Q: 3 clusters Score -1339275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1339282.375000 Penalty: 3016.229248
	Iteration 25Q: 3 clusters Score -1339282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1339287.375000 Penalty: 3016.229248
	Iteration 26Q: 3 clusters Score -1339287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1339293.250000 Penalty: 3016.229248
	Iteration 27Q: 3 clusters Score -1339293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1339294.750000 Penalty: 3016.229248
	Iteration 28Q: 3 clusters Score -1339295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1339302.500000 Penalty: 3016.229248
	Iteration 29Q: 3 clusters Score -1339302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1339306.250000 Penalty: 3016.229248
	Iteration 30Q: 3 clusters Score -1339306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1339321.375000 Penalty: 3016.229248
	Iteration 31Q: 3 clusters Score -1339321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1339329.375000 Penalty: 3016.229248
	Iteration 32Q: 3 clusters Score -1339329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1339339.750000 Penalty: 3016.229248
	Iteration 33Q: 3 clusters Score -1339340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1339349.375000 Penalty: 3016.229248
	Iteration 34Q: 3 clusters Score -1339349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1339354.000000 Penalty: 3016.229248
	Iteration 35Q: 3 clusters Score -1339354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1339363.750000 Penalty: 3016.229248
	Iteration 36Q: 3 clusters Score -1339364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1339374.000000 Penalty: 3016.229248
	Iteration 37Q: 3 clusters Score -1339374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1339378.500000 Penalty: 3016.229248
	Iteration 38Q: 3 clusters Score -1339378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1339386.375000 Penalty: 3016.229248
	Iteration 39Q: 3 clusters Score -1339386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1339392.125000 Penalty: 3016.229248
	Iteration 40F: 3 clusters Score -1339392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1339394.500000 Penalty: 3016.229248
	Iteration 41Q: 3 clusters Score -1339394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1339396.875000 Penalty: 3016.229248
	Iteration 42Q: 3 clusters Score -1339397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1339401.500000 Penalty: 3016.229248
	Iteration 43Q: 3 clusters Score -1339402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1339402.500000 Penalty: 3016.229248
	Iteration 44Q: 3 clusters Score -1339402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1339402.000000 Penalty: 3016.229248
	Iteration 45Q: 3 clusters Score -1339402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1339405.875000 Penalty: 3016.229248
	Iteration 46Q: 3 clusters Score -1339406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1339405.375000 Penalty: 3016.229248
	Iteration 47Q: 3 clusters Score -1339405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1339405.375000 Penalty: 3016.229248
	Iteration 48F: 3 clusters Score -1339405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (118138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118138 members 
Entering Unmasked Estep 
Score: -15101478.000000 Penalty: 1897.936401
	Iteration 0F: 2 clusters Score -1.510148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -15023850.000000 Penalty: 3795.872803
	Iteration 0F: 3 clusters Score -1.502385e+07 nChanged 56630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 61419 members 
Entering Unmasked Estep 
Score: -15056807.000000 Penalty: 3795.872803
	Iteration 1F: 3 clusters Score -1.505681e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -15057930.000000 Penalty: 3795.872803
	Iteration 2Q: 3 clusters Score -1.505793e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -15059469.000000 Penalty: 3795.872803
	Iteration 3Q: 3 clusters Score -1.505947e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -15061500.000000 Penalty: 3795.872803
	Iteration 4Q: 3 clusters Score -1.50615e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 69549 members 
Entering Unmasked Estep 
Score: -15064476.000000 Penalty: 3795.872803
	Iteration 5Q: 3 clusters Score -1.506448e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
Score: -15068554.000000 Penalty: 3795.872803
	Iteration 6F: 3 clusters Score -1.506855e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -15073386.000000 Penalty: 3795.872803
	Iteration 7F: 3 clusters Score -1.507339e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -15077787.000000 Penalty: 3795.872803
	Iteration 8F: 3 clusters Score -1.507779e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 78432 members 
Entering Unmasked Estep 
Score: -15080258.000000 Penalty: 3795.872803
	Iteration 9Q: 3 clusters Score -1.508026e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 78881 members 
Entering Unmasked Estep 
Score: -15080987.000000 Penalty: 3795.872803
	Iteration 10Q: 3 clusters Score -1.508099e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -15081065.000000 Penalty: 3795.872803
	Iteration 11Q: 3 clusters Score -1.508106e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 79735 members 
Entering Unmasked Estep 
Score: -15081213.000000 Penalty: 3795.872803
	Iteration 12Q: 3 clusters Score -1.508121e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 80148 members 
Entering Unmasked Estep 
Score: -15081347.000000 Penalty: 3795.872803
	Iteration 13Q: 3 clusters Score -1.508135e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -15081465.000000 Penalty: 3795.872803
	Iteration 14Q: 3 clusters Score -1.508146e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -15081563.000000 Penalty: 3795.872803
	Iteration 15Q: 3 clusters Score -1.508156e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -15081699.000000 Penalty: 3795.872803
	Iteration 16Q: 3 clusters Score -1.50817e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 81792 members 
Entering Unmasked Estep 
Score: -15081779.000000 Penalty: 3795.872803
	Iteration 17Q: 3 clusters Score -1.508178e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -15081882.000000 Penalty: 3795.872803
	Iteration 18Q: 3 clusters Score -1.508188e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -15081958.000000 Penalty: 3795.872803
	Iteration 19Q: 3 clusters Score -1.508196e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 82986 members 
Entering Unmasked Estep 
Score: -15082013.000000 Penalty: 3795.872803
	Iteration 20F: 3 clusters Score -1.508201e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -15082116.000000 Penalty: 3795.872803
	Iteration 21Q: 3 clusters Score -1.508212e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 83894 members 
Entering Unmasked Estep 
Score: -15082243.000000 Penalty: 3795.872803
	Iteration 22Q: 3 clusters Score -1.508224e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 84403 members 
Entering Unmasked Estep 
Score: -15082368.000000 Penalty: 3795.872803
	Iteration 23Q: 3 clusters Score -1.508237e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 84887 members 
Entering Unmasked Estep 
Score: -15082489.000000 Penalty: 3795.872803
	Iteration 24Q: 3 clusters Score -1.508249e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 85343 members 
Entering Unmasked Estep 
Score: -15082567.000000 Penalty: 3795.872803
	Iteration 25Q: 3 clusters Score -1.508257e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 85781 members 
Entering Unmasked Estep 
Score: -15082716.000000 Penalty: 3795.872803
	Iteration 26Q: 3 clusters Score -1.508272e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 86243 members 
Entering Unmasked Estep 
Score: -15082794.000000 Penalty: 3795.872803
	Iteration 27Q: 3 clusters Score -1.508279e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -15082947.000000 Penalty: 3795.872803
	Iteration 28Q: 3 clusters Score -1.508295e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -15083116.000000 Penalty: 3795.872803
	Iteration 29Q: 3 clusters Score -1.508312e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 87790 members 
Entering Unmasked Estep 
Score: -15083258.000000 Penalty: 3795.872803
	Iteration 30Q: 3 clusters Score -1.508326e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -15083408.000000 Penalty: 3795.872803
	Iteration 31Q: 3 clusters Score -1.508341e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 88972 members 
Entering Unmasked Estep 
Score: -15083575.000000 Penalty: 3795.872803
	Iteration 32Q: 3 clusters Score -1.508358e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 89593 members 
Entering Unmasked Estep 
Score: -15083743.000000 Penalty: 3795.872803
	Iteration 33Q: 3 clusters Score -1.508374e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 90244 members 
Entering Unmasked Estep 
Score: -15084020.000000 Penalty: 3795.872803
	Iteration 34Q: 3 clusters Score -1.508402e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 90952 members 
Entering Unmasked Estep 
Score: -15084264.000000 Penalty: 3795.872803
	Iteration 35Q: 3 clusters Score -1.508426e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 91690 members 
Entering Unmasked Estep 
Score: -15084556.000000 Penalty: 3795.872803
	Iteration 36Q: 3 clusters Score -1.508456e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 92500 members 
Entering Unmasked Estep 
Score: -15084874.000000 Penalty: 3795.872803
	Iteration 37Q: 3 clusters Score -1.508487e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 93327 members 
Entering Unmasked Estep 
Score: -15085169.000000 Penalty: 3795.872803
	Iteration 38Q: 3 clusters Score -1.508517e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 94130 members 
Entering Unmasked Estep 
Score: -15085530.000000 Penalty: 3795.872803
	Iteration 39Q: 3 clusters Score -1.508553e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 94973 members 
Entering Unmasked Estep 
Score: -15085893.000000 Penalty: 3795.872803
	Iteration 40F: 3 clusters Score -1.508589e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 95847 members 
Entering Unmasked Estep 
Score: -15086188.000000 Penalty: 3795.872803
	Iteration 41Q: 3 clusters Score -1.508619e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 96719 members 
Entering Unmasked Estep 
Score: -15086540.000000 Penalty: 3795.872803
	Iteration 42Q: 3 clusters Score -1.508654e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 97609 members 
Entering Unmasked Estep 
Score: -15086909.000000 Penalty: 3795.872803
	Iteration 43Q: 3 clusters Score -1.508691e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 98496 members 
Entering Unmasked Estep 
Score: -15087296.000000 Penalty: 3795.872803
	Iteration 44Q: 3 clusters Score -1.50873e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 99408 members 
Entering Unmasked Estep 
Score: -15087657.000000 Penalty: 3795.872803
	Iteration 45Q: 3 clusters Score -1.508766e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 100353 members 
Entering Unmasked Estep 
Score: -15088158.000000 Penalty: 3795.872803
	Iteration 46Q: 3 clusters Score -1.508816e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 101302 members 
Entering Unmasked Estep 
Score: -15088640.000000 Penalty: 3795.872803
	Iteration 47Q: 3 clusters Score -1.508864e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 102291 members 
Entering Unmasked Estep 
Score: -15089204.000000 Penalty: 3795.872803
	Iteration 48Q: 3 clusters Score -1.50892e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 103310 members 
Entering Unmasked Estep 
Score: -15089711.000000 Penalty: 3795.872803
	Iteration 49Q: 3 clusters Score -1.508971e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 104407 members 
Entering Unmasked Estep 
Score: -15090301.000000 Penalty: 3795.872803
	Iteration 50Q: 3 clusters Score -1.50903e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 105485 members 
Entering Unmasked Estep 
Score: -15090927.000000 Penalty: 3795.872803
	Iteration 51Q: 3 clusters Score -1.509093e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 106534 members 
Entering Unmasked Estep 
Score: -15091498.000000 Penalty: 3795.872803
	Iteration 52Q: 3 clusters Score -1.50915e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 107557 members 
Entering Unmasked Estep 
Score: -15092066.000000 Penalty: 3795.872803
	Iteration 53Q: 3 clusters Score -1.509207e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 108529 members 
Entering Unmasked Estep 
Score: -15092684.000000 Penalty: 3795.872803
	Iteration 54Q: 3 clusters Score -1.509268e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 109488 members 
Entering Unmasked Estep 
Score: -15093377.000000 Penalty: 3795.872803
	Iteration 55Q: 3 clusters Score -1.509338e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 110450 members 
Entering Unmasked Estep 
Score: -15094353.000000 Penalty: 3795.872803
	Iteration 56Q: 3 clusters Score -1.509435e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 111418 members 
Entering Unmasked Estep 
Score: -15095306.000000 Penalty: 3795.872803
	Iteration 57Q: 3 clusters Score -1.509531e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 112415 members 
Entering Unmasked Estep 
Score: -15096188.000000 Penalty: 3795.872803
	Iteration 58Q: 3 clusters Score -1.509619e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 113382 members 
Entering Unmasked Estep 
Score: -15096991.000000 Penalty: 3795.872803
	Iteration 59Q: 3 clusters Score -1.509699e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 114245 members 
Entering Unmasked Estep 
Score: -15097667.000000 Penalty: 3795.872803
	Iteration 60F: 3 clusters Score -1.509767e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 114987 members 
Entering Unmasked Estep 
Score: -15098258.000000 Penalty: 3795.872803
	Iteration 61Q: 3 clusters Score -1.509826e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 115628 members 
Entering Unmasked Estep 
Score: -15098648.000000 Penalty: 3795.872803
	Iteration 62Q: 3 clusters Score -1.509865e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 116135 members 
Entering Unmasked Estep 
Score: -15098978.000000 Penalty: 3795.872803
	Iteration 63Q: 3 clusters Score -1.509898e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 116526 members 
Entering Unmasked Estep 
Score: -15099236.000000 Penalty: 3795.872803
	Iteration 64Q: 3 clusters Score -1.509924e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 116819 members 
Entering Unmasked Estep 
Score: -15099439.000000 Penalty: 3795.872803
	Iteration 65Q: 3 clusters Score -1.509944e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 117024 members 
Entering Unmasked Estep 
Score: -15099549.000000 Penalty: 3795.872803
	Iteration 66Q: 3 clusters Score -1.509955e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 117171 members 
Entering Unmasked Estep 
Score: -15099648.000000 Penalty: 3795.872803
	Iteration 67Q: 3 clusters Score -1.509965e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 117275 members 
Entering Unmasked Estep 
Score: -15099738.000000 Penalty: 3795.872803
	Iteration 68Q: 3 clusters Score -1.509974e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 117339 members 
Entering Unmasked Estep 
Score: -15099762.000000 Penalty: 3795.872803
	Iteration 69Q: 3 clusters Score -1.509976e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 117397 members 
Entering Unmasked Estep 
Score: -15099820.000000 Penalty: 3795.872803
	Iteration 70Q: 3 clusters Score -1.509982e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 117436 members 
Entering Unmasked Estep 
Score: -15099825.000000 Penalty: 3795.872803
	Iteration 71Q: 3 clusters Score -1.509982e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 117465 members 
Entering Unmasked Estep 
Score: -15099833.000000 Penalty: 3795.872803
	Iteration 72Q: 3 clusters Score -1.509983e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 117491 members 
Entering Unmasked Estep 
Score: -15099848.000000 Penalty: 3795.872803
	Iteration 73Q: 3 clusters Score -1.509985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 117506 members 
Entering Unmasked Estep 
Score: -15099854.000000 Penalty: 3795.872803
	Iteration 74Q: 3 clusters Score -1.509985e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 117527 members 
Entering Unmasked Estep 
Score: -15099870.000000 Penalty: 3795.872803
	Iteration 75Q: 3 clusters Score -1.509987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 117541 members 
Entering Unmasked Estep 
Score: -15099883.000000 Penalty: 3795.872803
	Iteration 76Q: 3 clusters Score -1.509988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 117546 members 
Entering Unmasked Estep 
Score: -15099880.000000 Penalty: 3795.872803
	Iteration 77Q: 3 clusters Score -1.509988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 117554 members 
Entering Unmasked Estep 
Score: -15099898.000000 Penalty: 3795.872803
	Iteration 78Q: 3 clusters Score -1.50999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 117570 members 
Entering Unmasked Estep 
Score: -15099918.000000 Penalty: 3795.872803
	Iteration 79Q: 3 clusters Score -1.509992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 117582 members 
Entering Unmasked Estep 
Score: -15099918.000000 Penalty: 3795.872803
	Iteration 80F: 3 clusters Score -1.509992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 117594 members 
Entering Unmasked Estep 
Score: -15099928.000000 Penalty: 3795.872803
	Iteration 81Q: 3 clusters Score -1.509993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 117603 members 
Entering Unmasked Estep 
Score: -15099937.000000 Penalty: 3795.872803
	Iteration 82Q: 3 clusters Score -1.509994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 117611 members 
Entering Unmasked Estep 
Score: -15099950.000000 Penalty: 3795.872803
	Iteration 83Q: 3 clusters Score -1.509995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 117623 members 
Entering Unmasked Estep 
Score: -15099955.000000 Penalty: 3795.872803
	Iteration 84Q: 3 clusters Score -1.509996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 117631 members 
Entering Unmasked Estep 
Score: -15099962.000000 Penalty: 3795.872803
	Iteration 85Q: 3 clusters Score -1.509996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 117637 members 
Entering Unmasked Estep 
Score: -15099964.000000 Penalty: 3795.872803
	Iteration 86Q: 3 clusters Score -1.509996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 117642 members 
Entering Unmasked Estep 
Score: -15099971.000000 Penalty: 3795.872803
	Iteration 87Q: 3 clusters Score -1.509997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 117644 members 
Entering Unmasked Estep 
Score: -15099977.000000 Penalty: 3795.872803
	Iteration 88Q: 3 clusters Score -1.509998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 117645 members 
Entering Unmasked Estep 
Score: -15099980.000000 Penalty: 3795.872803
	Iteration 89Q: 3 clusters Score -1.509998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 117646 members 
Entering Unmasked Estep 
Score: -15099979.000000 Penalty: 3795.872803
	Iteration 90Q: 3 clusters Score -1.509998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 117647 members 
Entering Unmasked Estep 
Score: -15099972.000000 Penalty: 3795.872803
	Iteration 91Q: 3 clusters Score -1.509997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 117648 members 
Entering Unmasked Estep 
Score: -15099971.000000 Penalty: 3795.872803
	Iteration 92Q: 3 clusters Score -1.509997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 117649 members 
Entering Unmasked Estep 
Score: -15099974.000000 Penalty: 3795.872803
	Iteration 93Q: 3 clusters Score -1.509997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 117650 members 
Entering Unmasked Estep 
Score: -15099979.000000 Penalty: 3795.872803
	Iteration 94Q: 3 clusters Score -1.509998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 117650 members 
Entering Unmasked Estep 
Score: -15099979.000000 Penalty: 3795.872803
	Iteration 95F: 3 clusters Score -1.509998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Entering Unmasked Estep 
Score: -430531.531250 Penalty: 1314.839722
	Iteration 0F: 2 clusters Score -430531.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -427603.000000 Penalty: 2629.679443
	Iteration 0F: 3 clusters Score -427603 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -428260.718750 Penalty: 2629.679443
	Iteration 1F: 3 clusters Score -428260.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -428366.562500 Penalty: 2629.679443
	Iteration 2F: 3 clusters Score -428366.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -428433.187500 Penalty: 2629.679443
	Iteration 3Q: 3 clusters Score -428433.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -428474.093750 Penalty: 2629.679443
	Iteration 4Q: 3 clusters Score -428474.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -428505.937500 Penalty: 2629.679443
	Iteration 5Q: 3 clusters Score -428505.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -428536.343750 Penalty: 2629.679443
	Iteration 6Q: 3 clusters Score -428536.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -428563.000000 Penalty: 2629.679443
	Iteration 7Q: 3 clusters Score -428563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -428580.687500 Penalty: 2629.679443
	Iteration 8Q: 3 clusters Score -428580.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -428600.781250 Penalty: 2629.679443
	Iteration 9Q: 3 clusters Score -428600.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -428619.687500 Penalty: 2629.679443
	Iteration 10Q: 3 clusters Score -428619.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -428633.781250 Penalty: 2629.679443
	Iteration 11Q: 3 clusters Score -428633.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -428648.812500 Penalty: 2629.679443
	Iteration 12Q: 3 clusters Score -428648.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -428664.937500 Penalty: 2629.679443
	Iteration 13Q: 3 clusters Score -428664.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -428678.375000 Penalty: 2629.679443
	Iteration 14Q: 3 clusters Score -428678.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -428695.406250 Penalty: 2629.679443
	Iteration 15Q: 3 clusters Score -428695.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -428713.187500 Penalty: 2629.679443
	Iteration 16Q: 3 clusters Score -428713.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -428726.687500 Penalty: 2629.679443
	Iteration 17Q: 3 clusters Score -428726.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -428738.218750 Penalty: 2629.679443
	Iteration 18Q: 3 clusters Score -428738.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -428756.468750 Penalty: 2629.679443
	Iteration 19Q: 3 clusters Score -428756.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -428772.562500 Penalty: 2629.679443
	Iteration 20F: 3 clusters Score -428772.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -428791.156250 Penalty: 2629.679443
	Iteration 21Q: 3 clusters Score -428791.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -428807.687500 Penalty: 2629.679443
	Iteration 22Q: 3 clusters Score -428807.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -428825.656250 Penalty: 2629.679443
	Iteration 23Q: 3 clusters Score -428825.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -428850.781250 Penalty: 2629.679443
	Iteration 24Q: 3 clusters Score -428850.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -428877.625000 Penalty: 2629.679443
	Iteration 25Q: 3 clusters Score -428877.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -428897.406250 Penalty: 2629.679443
	Iteration 26Q: 3 clusters Score -428897.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -428920.343750 Penalty: 2629.679443
	Iteration 27Q: 3 clusters Score -428920.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -428944.343750 Penalty: 2629.679443
	Iteration 28Q: 3 clusters Score -428944.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -428974.593750 Penalty: 2629.679443
	Iteration 29Q: 3 clusters Score -428974.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -429003.687500 Penalty: 2629.679443
	Iteration 30Q: 3 clusters Score -429003.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -429028.062500 Penalty: 2629.679443
	Iteration 31Q: 3 clusters Score -429028.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -429053.906250 Penalty: 2629.679443
	Iteration 32Q: 3 clusters Score -429053.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -429082.906250 Penalty: 2629.679443
	Iteration 33Q: 3 clusters Score -429082.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -429107.656250 Penalty: 2629.679443
	Iteration 34Q: 3 clusters Score -429107.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -429136.281250 Penalty: 2629.679443
	Iteration 35Q: 3 clusters Score -429136.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -429163.593750 Penalty: 2629.679443
	Iteration 36Q: 3 clusters Score -429163.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -429190.843750 Penalty: 2629.679443
	Iteration 37Q: 3 clusters Score -429190.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -429212.437500 Penalty: 2629.679443
	Iteration 38Q: 3 clusters Score -429212.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -429229.437500 Penalty: 2629.679443
	Iteration 39Q: 3 clusters Score -429229.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -429243.281250 Penalty: 2629.679443
	Iteration 40F: 3 clusters Score -429243.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -429251.406250 Penalty: 2629.679443
	Iteration 41Q: 3 clusters Score -429251.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -429257.437500 Penalty: 2629.679443
	Iteration 42Q: 3 clusters Score -429257.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -429263.031250 Penalty: 2629.679443
	Iteration 43Q: 3 clusters Score -429263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -429267.406250 Penalty: 2629.679443
	Iteration 44Q: 3 clusters Score -429267.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -429272.156250 Penalty: 2629.679443
	Iteration 45Q: 3 clusters Score -429272.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -429274.437500 Penalty: 2629.679443
	Iteration 46Q: 3 clusters Score -429274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -429277.593750 Penalty: 2629.679443
	Iteration 47Q: 3 clusters Score -429277.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -429281.875000 Penalty: 2629.679443
	Iteration 48Q: 3 clusters Score -429281.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -429284.250000 Penalty: 2629.679443
	Iteration 49Q: 3 clusters Score -429284.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -429288.062500 Penalty: 2629.679443
	Iteration 50Q: 3 clusters Score -429288.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -429290.687500 Penalty: 2629.679443
	Iteration 51Q: 3 clusters Score -429290.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -429295.406250 Penalty: 2629.679443
	Iteration 52Q: 3 clusters Score -429295.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -429298.375000 Penalty: 2629.679443
	Iteration 53Q: 3 clusters Score -429298.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -429301.125000 Penalty: 2629.679443
	Iteration 54Q: 3 clusters Score -429301.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -429303.437500 Penalty: 2629.679443
	Iteration 55Q: 3 clusters Score -429303.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -429304.906250 Penalty: 2629.679443
	Iteration 56Q: 3 clusters Score -429304.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -429305.750000 Penalty: 2629.679443
	Iteration 57Q: 3 clusters Score -429305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -429305.968750 Penalty: 2629.679443
	Iteration 58Q: 3 clusters Score -429306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -429306.218750 Penalty: 2629.679443
	Iteration 59Q: 3 clusters Score -429306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -429307.187500 Penalty: 2629.679443
	Iteration 60F: 3 clusters Score -429307.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -25801.441406 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -25801.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25175.185547 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -25175.19 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25502.449219 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -25502.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25606.412109 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -25606.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25672.722656 Penalty: 1842.711304
	Iteration 3F: 3 clusters Score -25672.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25733.179688 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -25733.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25753.259766 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -25753.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25768.632812 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -25768.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25774.066406 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -25774.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25792.503906 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -25792.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25813.017578 Penalty: 1842.711304
	Iteration 9Q: 3 clusters Score -25813.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25819.802734 Penalty: 1842.711304
	Iteration 10Q: 3 clusters Score -25819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25848.755859 Penalty: 1842.711304
	Iteration 11Q: 3 clusters Score -25848.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25864.503906 Penalty: 1842.711304
	Iteration 12Q: 3 clusters Score -25864.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25890.320312 Penalty: 1842.711304
	Iteration 13Q: 3 clusters Score -25890.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25902.375000 Penalty: 1842.711304
	Iteration 14Q: 3 clusters Score -25902.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25926.257812 Penalty: 1842.711304
	Iteration 15Q: 3 clusters Score -25926.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25933.257812 Penalty: 1842.711304
	Iteration 16Q: 3 clusters Score -25933.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25938.144531 Penalty: 1842.711304
	Iteration 17F: 3 clusters Score -25938.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25956.427734 Penalty: 1842.711304
	Iteration 18Q: 3 clusters Score -25956.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25983.046875 Penalty: 1842.711304
	Iteration 19Q: 3 clusters Score -25983.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26019.101562 Penalty: 1842.711304
	Iteration 20F: 3 clusters Score -26019.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26035.236328 Penalty: 1842.711304
	Iteration 21Q: 3 clusters Score -26035.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26044.398438 Penalty: 1842.711304
	Iteration 22Q: 3 clusters Score -26044.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26048.029297 Penalty: 1842.711304
	Iteration 23Q: 3 clusters Score -26048.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26052.078125 Penalty: 1842.711304
	Iteration 24Q: 3 clusters Score -26052.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26056.619141 Penalty: 1842.711304
	Iteration 25Q: 3 clusters Score -26056.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26065.867188 Penalty: 1842.711304
	Iteration 26Q: 3 clusters Score -26065.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26069.486328 Penalty: 1842.711304
	Iteration 27Q: 3 clusters Score -26069.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26070.119141 Penalty: 1842.711304
	Iteration 28F: 3 clusters Score -26070.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26074.316406 Penalty: 1842.711304
	Iteration 29Q: 3 clusters Score -26074.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26082.800781 Penalty: 1842.711304
	Iteration 30Q: 3 clusters Score -26082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26092.777344 Penalty: 1842.711304
	Iteration 31Q: 3 clusters Score -26092.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26100.351562 Penalty: 1842.711304
	Iteration 32Q: 3 clusters Score -26100.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26100.351562 Penalty: 1842.711304
	Iteration 33F: 3 clusters Score -26100.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83347 members 
Mstep: Class 3 contains 26314 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10260 members 
Mstep: Class 6 contains 116930 members 
Mstep: Class 7 contains 5116 members 
Mstep: Class 8 contains 10729 members 
Mstep: Class 9 contains 118138 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 107 members 
Mstep: Class 12 contains 13892 members 
Mstep: Class 13 contains 40298 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27967 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60078 members 
Mstep: Class 26 contains 41281 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23392 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 30935 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 137721 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 183 members 
Entering Unmasked Estep 
Score: -108958408.000000 Penalty: 80105.234375
Splitting cluster 11 changes total score from -108959480.000000 to -108958408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (13892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Entering Unmasked Estep 
Score: -1737735.125000 Penalty: 1550.098633
	Iteration 0F: 2 clusters Score -1737735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1727930.750000 Penalty: 3100.197266
	Iteration 0F: 3 clusters Score -1727931 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1731344.750000 Penalty: 3100.197266
	Iteration 1F: 3 clusters Score -1731345 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1731629.375000 Penalty: 3100.197266
	Iteration 2F: 3 clusters Score -1731629 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1731876.000000 Penalty: 3100.197266
	Iteration 3Q: 3 clusters Score -1731876 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1732100.625000 Penalty: 3100.197266
	Iteration 4Q: 3 clusters Score -1732101 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1732324.750000 Penalty: 3100.197266
	Iteration 5Q: 3 clusters Score -1732325 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1732562.750000 Penalty: 3100.197266
	Iteration 6Q: 3 clusters Score -1732563 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1732826.625000 Penalty: 3100.197266
	Iteration 7Q: 3 clusters Score -1732827 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1733186.500000 Penalty: 3100.197266
	Iteration 8Q: 3 clusters Score -1733186 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1733635.750000 Penalty: 3100.197266
	Iteration 9F: 3 clusters Score -1733636 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1734196.375000 Penalty: 3100.197266
	Iteration 10F: 3 clusters Score -1734196 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1734828.125000 Penalty: 3100.197266
	Iteration 11F: 3 clusters Score -1734828 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1735368.125000 Penalty: 3100.197266
	Iteration 12Q: 3 clusters Score -1735368 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1735780.375000 Penalty: 3100.197266
	Iteration 13Q: 3 clusters Score -1735780 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1736052.875000 Penalty: 3100.197266
	Iteration 14Q: 3 clusters Score -1736053 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1736199.000000 Penalty: 3100.197266
	Iteration 15Q: 3 clusters Score -1736199 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1736284.000000 Penalty: 3100.197266
	Iteration 16Q: 3 clusters Score -1736284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1736344.125000 Penalty: 3100.197266
	Iteration 17Q: 3 clusters Score -1736344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1736375.625000 Penalty: 3100.197266
	Iteration 18Q: 3 clusters Score -1736376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1736395.625000 Penalty: 3100.197266
	Iteration 19Q: 3 clusters Score -1736396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1736413.500000 Penalty: 3100.197266
	Iteration 20F: 3 clusters Score -1736414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1736424.375000 Penalty: 3100.197266
	Iteration 21Q: 3 clusters Score -1736424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1736434.500000 Penalty: 3100.197266
	Iteration 22Q: 3 clusters Score -1736434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1736449.750000 Penalty: 3100.197266
	Iteration 23Q: 3 clusters Score -1736450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1736455.875000 Penalty: 3100.197266
	Iteration 24Q: 3 clusters Score -1736456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1736462.875000 Penalty: 3100.197266
	Iteration 25Q: 3 clusters Score -1736463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1736469.750000 Penalty: 3100.197266
	Iteration 26Q: 3 clusters Score -1736470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1736475.500000 Penalty: 3100.197266
	Iteration 27Q: 3 clusters Score -1736476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1736481.250000 Penalty: 3100.197266
	Iteration 28Q: 3 clusters Score -1736481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1736483.500000 Penalty: 3100.197266
	Iteration 29Q: 3 clusters Score -1736484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1736484.125000 Penalty: 3100.197266
	Iteration 30Q: 3 clusters Score -1736484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1736487.875000 Penalty: 3100.197266
	Iteration 31Q: 3 clusters Score -1736488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1736487.875000 Penalty: 3100.197266
	Iteration 32F: 3 clusters Score -1736488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Entering Unmasked Estep 
Score: -4781957.000000 Penalty: 1723.159302
	Iteration 0F: 2 clusters Score -4781957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -4755021.000000 Penalty: 3446.318604
	Iteration 0F: 3 clusters Score -4755021 nChanged 18635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -4765791.000000 Penalty: 3446.318604
	Iteration 1F: 3 clusters Score -4765791 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -4766774.500000 Penalty: 3446.318604
	Iteration 2F: 3 clusters Score -4766774 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -4768182.000000 Penalty: 3446.318604
	Iteration 3F: 3 clusters Score -4768182 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -4770039.500000 Penalty: 3446.318604
	Iteration 4F: 3 clusters Score -4770040 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -4772099.000000 Penalty: 3446.318604
	Iteration 5F: 3 clusters Score -4772099 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -4774095.500000 Penalty: 3446.318604
	Iteration 6F: 3 clusters Score -4774096 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -4775798.500000 Penalty: 3446.318604
	Iteration 7F: 3 clusters Score -4775798 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -4777105.000000 Penalty: 3446.318604
	Iteration 8F: 3 clusters Score -4777105 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -4778041.000000 Penalty: 3446.318604
	Iteration 9Q: 3 clusters Score -4778041 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4778728.000000 Penalty: 3446.318604
	Iteration 10Q: 3 clusters Score -4778728 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -4779217.500000 Penalty: 3446.318604
	Iteration 11Q: 3 clusters Score -4779218 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -4779558.000000 Penalty: 3446.318604
	Iteration 12Q: 3 clusters Score -4779558 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -4779834.500000 Penalty: 3446.318604
	Iteration 13Q: 3 clusters Score -4779834 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4780101.000000 Penalty: 3446.318604
	Iteration 14Q: 3 clusters Score -4780101 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -4780336.000000 Penalty: 3446.318604
	Iteration 15Q: 3 clusters Score -4780336 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -4780526.500000 Penalty: 3446.318604
	Iteration 16Q: 3 clusters Score -4780526 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -4780720.500000 Penalty: 3446.318604
	Iteration 17Q: 3 clusters Score -4780720 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -4780841.000000 Penalty: 3446.318604
	Iteration 18Q: 3 clusters Score -4780841 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -4780922.500000 Penalty: 3446.318604
	Iteration 19Q: 3 clusters Score -4780922 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4780976.500000 Penalty: 3446.318604
	Iteration 20F: 3 clusters Score -4780976 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -4781017.000000 Penalty: 3446.318604
	Iteration 21Q: 3 clusters Score -4781017 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -4781056.000000 Penalty: 3446.318604
	Iteration 22Q: 3 clusters Score -4781056 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -4781093.000000 Penalty: 3446.318604
	Iteration 23Q: 3 clusters Score -4781093 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -4781122.500000 Penalty: 3446.318604
	Iteration 24Q: 3 clusters Score -4781122 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -4781158.000000 Penalty: 3446.318604
	Iteration 25Q: 3 clusters Score -4781158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4781176.000000 Penalty: 3446.318604
	Iteration 26Q: 3 clusters Score -4781176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -4781210.000000 Penalty: 3446.318604
	Iteration 27Q: 3 clusters Score -4781210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -4781230.500000 Penalty: 3446.318604
	Iteration 28Q: 3 clusters Score -4781230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -4781230.500000 Penalty: 3446.318604
	Iteration 29Q: 3 clusters Score -4781230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -4781261.000000 Penalty: 3446.318604
	Iteration 30Q: 3 clusters Score -4781261 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -4781271.500000 Penalty: 3446.318604
	Iteration 31Q: 3 clusters Score -4781272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -4781278.500000 Penalty: 3446.318604
	Iteration 32Q: 3 clusters Score -4781278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -4781273.000000 Penalty: 3446.318604
	Iteration 33Q: 3 clusters Score -4781273 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -4781293.500000 Penalty: 3446.318604
	Iteration 34Q: 3 clusters Score -4781294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -4781299.000000 Penalty: 3446.318604
	Iteration 35Q: 3 clusters Score -4781299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -4781296.500000 Penalty: 3446.318604
	Iteration 36Q: 3 clusters Score -4781296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -4781308.000000 Penalty: 3446.318604
	Iteration 37Q: 3 clusters Score -4781308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -4781308.500000 Penalty: 3446.318604
	Iteration 38Q: 3 clusters Score -4781308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -4781312.500000 Penalty: 3446.318604
	Iteration 39Q: 3 clusters Score -4781312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -4781323.000000 Penalty: 3446.318604
	Iteration 40F: 3 clusters Score -4781323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -4781334.000000 Penalty: 3446.318604
	Iteration 41Q: 3 clusters Score -4781334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -4781321.500000 Penalty: 3446.318604
	Iteration 42Q: 3 clusters Score -4781322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -4781326.000000 Penalty: 3446.318604
	Iteration 43Q: 3 clusters Score -4781326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -4781327.000000 Penalty: 3446.318604
	Iteration 44Q: 3 clusters Score -4781327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -4781323.500000 Penalty: 3446.318604
	Iteration 45Q: 3 clusters Score -4781324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -4781325.500000 Penalty: 3446.318604
	Iteration 46Q: 3 clusters Score -4781326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -4781328.500000 Penalty: 3446.318604
	Iteration 47Q: 3 clusters Score -4781328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -4781332.500000 Penalty: 3446.318604
	Iteration 48Q: 3 clusters Score -4781332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -4781338.000000 Penalty: 3446.318604
	Iteration 49Q: 3 clusters Score -4781338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -4781339.500000 Penalty: 3446.318604
	Iteration 50Q: 3 clusters Score -4781340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -4781345.500000 Penalty: 3446.318604
	Iteration 51Q: 3 clusters Score -4781346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -4781347.500000 Penalty: 3446.318604
	Iteration 52Q: 3 clusters Score -4781348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -4781348.500000 Penalty: 3446.318604
	Iteration 53Q: 3 clusters Score -4781348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -4781347.500000 Penalty: 3446.318604
	Iteration 54Q: 3 clusters Score -4781348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -4781348.500000 Penalty: 3446.318604
	Iteration 55Q: 3 clusters Score -4781348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -4781347.000000 Penalty: 3446.318604
	Iteration 56Q: 3 clusters Score -4781347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -4781345.500000 Penalty: 3446.318604
	Iteration 57Q: 3 clusters Score -4781346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -4781343.000000 Penalty: 3446.318604
	Iteration 58Q: 3 clusters Score -4781343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -4781346.500000 Penalty: 3446.318604
	Iteration 59Q: 3 clusters Score -4781346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -4781352.500000 Penalty: 3446.318604
	Iteration 60F: 3 clusters Score -4781352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -4781350.500000 Penalty: 3446.318604
	Iteration 61Q: 3 clusters Score -4781350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -4781349.000000 Penalty: 3446.318604
	Iteration 62Q: 3 clusters Score -4781349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -4781356.000000 Penalty: 3446.318604
	Iteration 63Q: 3 clusters Score -4781356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -4781355.000000 Penalty: 3446.318604
	Iteration 64Q: 3 clusters Score -4781355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -4781360.000000 Penalty: 3446.318604
	Iteration 65Q: 3 clusters Score -4781360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -4781360.500000 Penalty: 3446.318604
	Iteration 66Q: 3 clusters Score -4781360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -4781356.500000 Penalty: 3446.318604
	Iteration 67Q: 3 clusters Score -4781356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -4781358.000000 Penalty: 3446.318604
	Iteration 68Q: 3 clusters Score -4781358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -4781360.500000 Penalty: 3446.318604
	Iteration 69Q: 3 clusters Score -4781360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -4781358.500000 Penalty: 3446.318604
	Iteration 70Q: 3 clusters Score -4781358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -4781358.500000 Penalty: 3446.318604
	Iteration 71F: 3 clusters Score -4781358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Entering Unmasked Estep 
Score: -937084.312500 Penalty: 1448.320679
	Iteration 0F: 2 clusters Score -937084.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -931586.437500 Penalty: 2896.641357
	Iteration 0F: 3 clusters Score -931586.4 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -933252.187500 Penalty: 2896.641357
	Iteration 1F: 3 clusters Score -933252.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -933616.875000 Penalty: 2896.641357
	Iteration 2F: 3 clusters Score -933616.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -934015.312500 Penalty: 2896.641357
	Iteration 3F: 3 clusters Score -934015.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -934512.875000 Penalty: 2896.641357
	Iteration 4F: 3 clusters Score -934512.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -935057.062500 Penalty: 2896.641357
	Iteration 5F: 3 clusters Score -935057.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -935559.875000 Penalty: 2896.641357
	Iteration 6F: 3 clusters Score -935559.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -935919.437500 Penalty: 2896.641357
	Iteration 7F: 3 clusters Score -935919.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -936187.562500 Penalty: 2896.641357
	Iteration 8F: 3 clusters Score -936187.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -936338.687500 Penalty: 2896.641357
	Iteration 9Q: 3 clusters Score -936338.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -936420.125000 Penalty: 2896.641357
	Iteration 10Q: 3 clusters Score -936420.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -936469.375000 Penalty: 2896.641357
	Iteration 11Q: 3 clusters Score -936469.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -936503.437500 Penalty: 2896.641357
	Iteration 12Q: 3 clusters Score -936503.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -936531.687500 Penalty: 2896.641357
	Iteration 13Q: 3 clusters Score -936531.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -936548.375000 Penalty: 2896.641357
	Iteration 14Q: 3 clusters Score -936548.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -936558.812500 Penalty: 2896.641357
	Iteration 15Q: 3 clusters Score -936558.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -936575.375000 Penalty: 2896.641357
	Iteration 16Q: 3 clusters Score -936575.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -936585.500000 Penalty: 2896.641357
	Iteration 17Q: 3 clusters Score -936585.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -936597.250000 Penalty: 2896.641357
	Iteration 18Q: 3 clusters Score -936597.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -936604.937500 Penalty: 2896.641357
	Iteration 19Q: 3 clusters Score -936604.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -936624.062500 Penalty: 2896.641357
	Iteration 20F: 3 clusters Score -936624.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -936632.000000 Penalty: 2896.641357
	Iteration 21Q: 3 clusters Score -936632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -936641.562500 Penalty: 2896.641357
	Iteration 22Q: 3 clusters Score -936641.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -936653.000000 Penalty: 2896.641357
	Iteration 23Q: 3 clusters Score -936653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -936659.937500 Penalty: 2896.641357
	Iteration 24Q: 3 clusters Score -936659.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -936666.500000 Penalty: 2896.641357
	Iteration 25Q: 3 clusters Score -936666.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -936676.000000 Penalty: 2896.641357
	Iteration 26Q: 3 clusters Score -936676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -936679.312500 Penalty: 2896.641357
	Iteration 27Q: 3 clusters Score -936679.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -936680.937500 Penalty: 2896.641357
	Iteration 28Q: 3 clusters Score -936680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -936680.812500 Penalty: 2896.641357
	Iteration 29Q: 3 clusters Score -936680.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -936682.687500 Penalty: 2896.641357
	Iteration 30Q: 3 clusters Score -936682.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -936684.125000 Penalty: 2896.641357
	Iteration 31Q: 3 clusters Score -936684.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -936685.375000 Penalty: 2896.641357
	Iteration 32Q: 3 clusters Score -936685.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -936690.062500 Penalty: 2896.641357
	Iteration 33Q: 3 clusters Score -936690.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -936690.812500 Penalty: 2896.641357
	Iteration 34Q: 3 clusters Score -936690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -936692.125000 Penalty: 2896.641357
	Iteration 35Q: 3 clusters Score -936692.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -936692.750000 Penalty: 2896.641357
	Iteration 36Q: 3 clusters Score -936692.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -936692.750000 Penalty: 2896.641357
	Iteration 37F: 3 clusters Score -936692.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Entering Unmasked Estep 
Score: -687592.250000 Penalty: 1397.719482
	Iteration 0F: 2 clusters Score -687592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -683356.125000 Penalty: 2795.438965
	Iteration 0F: 3 clusters Score -683356.1 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -684588.500000 Penalty: 2795.438965
	Iteration 1F: 3 clusters Score -684588.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -684832.250000 Penalty: 2795.438965
	Iteration 2F: 3 clusters Score -684832.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -685089.125000 Penalty: 2795.438965
	Iteration 3F: 3 clusters Score -685089.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -685415.000000 Penalty: 2795.438965
	Iteration 4F: 3 clusters Score -685415 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -685654.187500 Penalty: 2795.438965
	Iteration 5F: 3 clusters Score -685654.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -685870.875000 Penalty: 2795.438965
	Iteration 6F: 3 clusters Score -685870.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -686068.500000 Penalty: 2795.438965
	Iteration 7F: 3 clusters Score -686068.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -686220.125000 Penalty: 2795.438965
	Iteration 8Q: 3 clusters Score -686220.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -686346.375000 Penalty: 2795.438965
	Iteration 9Q: 3 clusters Score -686346.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -686445.812500 Penalty: 2795.438965
	Iteration 10Q: 3 clusters Score -686445.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -686516.062500 Penalty: 2795.438965
	Iteration 11Q: 3 clusters Score -686516.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -686562.312500 Penalty: 2795.438965
	Iteration 12Q: 3 clusters Score -686562.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -686594.687500 Penalty: 2795.438965
	Iteration 13Q: 3 clusters Score -686594.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -686622.250000 Penalty: 2795.438965
	Iteration 14Q: 3 clusters Score -686622.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -686643.875000 Penalty: 2795.438965
	Iteration 15Q: 3 clusters Score -686643.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -686661.125000 Penalty: 2795.438965
	Iteration 16Q: 3 clusters Score -686661.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -686677.125000 Penalty: 2795.438965
	Iteration 17Q: 3 clusters Score -686677.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -686692.437500 Penalty: 2795.438965
	Iteration 18Q: 3 clusters Score -686692.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -686707.750000 Penalty: 2795.438965
	Iteration 19Q: 3 clusters Score -686707.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -686713.875000 Penalty: 2795.438965
	Iteration 20F: 3 clusters Score -686713.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -686717.625000 Penalty: 2795.438965
	Iteration 21Q: 3 clusters Score -686717.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -686722.187500 Penalty: 2795.438965
	Iteration 22Q: 3 clusters Score -686722.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -686724.750000 Penalty: 2795.438965
	Iteration 23Q: 3 clusters Score -686724.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -686730.562500 Penalty: 2795.438965
	Iteration 24Q: 3 clusters Score -686730.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -686732.750000 Penalty: 2795.438965
	Iteration 25Q: 3 clusters Score -686732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -686733.875000 Penalty: 2795.438965
	Iteration 26Q: 3 clusters Score -686733.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -686735.062500 Penalty: 2795.438965
	Iteration 27Q: 3 clusters Score -686735.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -686736.562500 Penalty: 2795.438965
	Iteration 28Q: 3 clusters Score -686736.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -686740.750000 Penalty: 2795.438965
	Iteration 29Q: 3 clusters Score -686740.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -686741.937500 Penalty: 2795.438965
	Iteration 30Q: 3 clusters Score -686741.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -686745.500000 Penalty: 2795.438965
	Iteration 31Q: 3 clusters Score -686745.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -686748.625000 Penalty: 2795.438965
	Iteration 32Q: 3 clusters Score -686748.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -686747.562500 Penalty: 2795.438965
	Iteration 33Q: 3 clusters Score -686747.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -686750.250000 Penalty: 2795.438965
	Iteration 34Q: 3 clusters Score -686750.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -686750.375000 Penalty: 2795.438965
	Iteration 35Q: 3 clusters Score -686750.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -686750.562500 Penalty: 2795.438965
	Iteration 36Q: 3 clusters Score -686750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -686750.562500 Penalty: 2795.438965
	Iteration 37Q: 3 clusters Score -686750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -686753.062500 Penalty: 2795.438965
	Iteration 38Q: 3 clusters Score -686753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -686753.062500 Penalty: 2795.438965
	Iteration 39Q: 3 clusters Score -686753.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -686753.062500 Penalty: 2795.438965
	Iteration 40F: 3 clusters Score -686753.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Entering Unmasked Estep 
Score: -3539564.250000 Penalty: 1663.801880
	Iteration 0F: 2 clusters Score -3539564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3520723.500000 Penalty: 3327.603760
	Iteration 0F: 3 clusters Score -3520724 nChanged 12912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3528147.750000 Penalty: 3327.603760
	Iteration 1F: 3 clusters Score -3528148 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -3529026.250000 Penalty: 3327.603760
	Iteration 2F: 3 clusters Score -3529026 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3530245.500000 Penalty: 3327.603760
	Iteration 3F: 3 clusters Score -3530246 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3531794.000000 Penalty: 3327.603760
	Iteration 4F: 3 clusters Score -3531794 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -3533302.500000 Penalty: 3327.603760
	Iteration 5F: 3 clusters Score -3533302 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -3534791.000000 Penalty: 3327.603760
	Iteration 6F: 3 clusters Score -3534791 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3536067.500000 Penalty: 3327.603760
	Iteration 7F: 3 clusters Score -3536068 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3537137.000000 Penalty: 3327.603760
	Iteration 8Q: 3 clusters Score -3537137 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -3537759.000000 Penalty: 3327.603760
	Iteration 9Q: 3 clusters Score -3537759 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3538093.250000 Penalty: 3327.603760
	Iteration 10Q: 3 clusters Score -3538093 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3538247.500000 Penalty: 3327.603760
	Iteration 11Q: 3 clusters Score -3538248 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3538340.000000 Penalty: 3327.603760
	Iteration 12Q: 3 clusters Score -3538340 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3538409.750000 Penalty: 3327.603760
	Iteration 13Q: 3 clusters Score -3538410 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3538449.250000 Penalty: 3327.603760
	Iteration 14Q: 3 clusters Score -3538449 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3538492.500000 Penalty: 3327.603760
	Iteration 15Q: 3 clusters Score -3538492 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -3538522.250000 Penalty: 3327.603760
	Iteration 16Q: 3 clusters Score -3538522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3538537.750000 Penalty: 3327.603760
	Iteration 17Q: 3 clusters Score -3538538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3538553.750000 Penalty: 3327.603760
	Iteration 18Q: 3 clusters Score -3538554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3538561.750000 Penalty: 3327.603760
	Iteration 19Q: 3 clusters Score -3538562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3538581.500000 Penalty: 3327.603760
	Iteration 20F: 3 clusters Score -3538582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3538583.500000 Penalty: 3327.603760
	Iteration 21Q: 3 clusters Score -3538584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -3538578.250000 Penalty: 3327.603760
	Iteration 22Q: 3 clusters Score -3538578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3538583.500000 Penalty: 3327.603760
	Iteration 23Q: 3 clusters Score -3538584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3538595.500000 Penalty: 3327.603760
	Iteration 24Q: 3 clusters Score -3538596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3538595.250000 Penalty: 3327.603760
	Iteration 25Q: 3 clusters Score -3538595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3538591.750000 Penalty: 3327.603760
	Iteration 26Q: 3 clusters Score -3538592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3538594.250000 Penalty: 3327.603760
	Iteration 27Q: 3 clusters Score -3538594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3538592.000000 Penalty: 3327.603760
	Iteration 28Q: 3 clusters Score -3538592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3538592.250000 Penalty: 3327.603760
	Iteration 29Q: 3 clusters Score -3538592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3538589.000000 Penalty: 3327.603760
	Iteration 30Q: 3 clusters Score -3538589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -3538591.250000 Penalty: 3327.603760
	Iteration 31Q: 3 clusters Score -3538591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -3538590.500000 Penalty: 3327.603760
	Iteration 32Q: 3 clusters Score -3538590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -3538593.250000 Penalty: 3327.603760
	Iteration 33Q: 3 clusters Score -3538593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3538592.750000 Penalty: 3327.603760
	Iteration 34Q: 3 clusters Score -3538593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3538595.250000 Penalty: 3327.603760
	Iteration 35Q: 3 clusters Score -3538595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3538596.500000 Penalty: 3327.603760
	Iteration 36Q: 3 clusters Score -3538596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3538597.250000 Penalty: 3327.603760
	Iteration 37Q: 3 clusters Score -3538597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3538597.250000 Penalty: 3327.603760
	Iteration 38F: 3 clusters Score -3538597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Entering Unmasked Estep 
Score: -3981127.750000 Penalty: 1680.501709
	Iteration 0F: 2 clusters Score -3981128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3960203.250000 Penalty: 3361.003418
	Iteration 0F: 3 clusters Score -3960203 nChanged 14315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3968359.500000 Penalty: 3361.003418
	Iteration 1F: 3 clusters Score -3968360 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3968882.750000 Penalty: 3361.003418
	Iteration 2Q: 3 clusters Score -3968883 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3969498.000000 Penalty: 3361.003418
	Iteration 3Q: 3 clusters Score -3969498 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -3970190.750000 Penalty: 3361.003418
	Iteration 4Q: 3 clusters Score -3970191 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3970967.500000 Penalty: 3361.003418
	Iteration 5F: 3 clusters Score -3970968 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3971854.500000 Penalty: 3361.003418
	Iteration 6F: 3 clusters Score -3971854 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3972897.750000 Penalty: 3361.003418
	Iteration 7F: 3 clusters Score -3972898 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -3973861.000000 Penalty: 3361.003418
	Iteration 8F: 3 clusters Score -3973861 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -3974743.000000 Penalty: 3361.003418
	Iteration 9Q: 3 clusters Score -3974743 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3975529.250000 Penalty: 3361.003418
	Iteration 10Q: 3 clusters Score -3975529 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3976200.500000 Penalty: 3361.003418
	Iteration 11Q: 3 clusters Score -3976200 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3976733.250000 Penalty: 3361.003418
	Iteration 12Q: 3 clusters Score -3976733 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3977135.500000 Penalty: 3361.003418
	Iteration 13Q: 3 clusters Score -3977136 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -3977429.000000 Penalty: 3361.003418
	Iteration 14Q: 3 clusters Score -3977429 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3977674.250000 Penalty: 3361.003418
	Iteration 15Q: 3 clusters Score -3977674 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3977883.750000 Penalty: 3361.003418
	Iteration 16Q: 3 clusters Score -3977884 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3978098.500000 Penalty: 3361.003418
	Iteration 17Q: 3 clusters Score -3978098 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3978277.750000 Penalty: 3361.003418
	Iteration 18Q: 3 clusters Score -3978278 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3978461.250000 Penalty: 3361.003418
	Iteration 19Q: 3 clusters Score -3978461 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -3978632.750000 Penalty: 3361.003418
	Iteration 20F: 3 clusters Score -3978633 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -3978795.250000 Penalty: 3361.003418
	Iteration 21Q: 3 clusters Score -3978795 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -3978937.250000 Penalty: 3361.003418
	Iteration 22Q: 3 clusters Score -3978937 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3979072.000000 Penalty: 3361.003418
	Iteration 23Q: 3 clusters Score -3979072 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -3979184.000000 Penalty: 3361.003418
	Iteration 24Q: 3 clusters Score -3979184 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -3979276.000000 Penalty: 3361.003418
	Iteration 25Q: 3 clusters Score -3979276 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -3979363.750000 Penalty: 3361.003418
	Iteration 26Q: 3 clusters Score -3979364 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -3979413.500000 Penalty: 3361.003418
	Iteration 27Q: 3 clusters Score -3979414 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3979458.750000 Penalty: 3361.003418
	Iteration 28Q: 3 clusters Score -3979459 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -3979486.500000 Penalty: 3361.003418
	Iteration 29Q: 3 clusters Score -3979486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3979505.500000 Penalty: 3361.003418
	Iteration 30Q: 3 clusters Score -3979506 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -3979515.000000 Penalty: 3361.003418
	Iteration 31Q: 3 clusters Score -3979515 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3979528.250000 Penalty: 3361.003418
	Iteration 32Q: 3 clusters Score -3979528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -3979543.500000 Penalty: 3361.003418
	Iteration 33Q: 3 clusters Score -3979544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -3979556.750000 Penalty: 3361.003418
	Iteration 34Q: 3 clusters Score -3979557 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -3979571.000000 Penalty: 3361.003418
	Iteration 35Q: 3 clusters Score -3979571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -3979588.000000 Penalty: 3361.003418
	Iteration 36Q: 3 clusters Score -3979588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -3979600.000000 Penalty: 3361.003418
	Iteration 37Q: 3 clusters Score -3979600 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -3979614.250000 Penalty: 3361.003418
	Iteration 38Q: 3 clusters Score -3979614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -3979620.500000 Penalty: 3361.003418
	Iteration 39Q: 3 clusters Score -3979620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -3979630.750000 Penalty: 3361.003418
	Iteration 40F: 3 clusters Score -3979631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -3979638.750000 Penalty: 3361.003418
	Iteration 41Q: 3 clusters Score -3979639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3979641.000000 Penalty: 3361.003418
	Iteration 42Q: 3 clusters Score -3979641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -3979657.250000 Penalty: 3361.003418
	Iteration 43Q: 3 clusters Score -3979657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -3979650.250000 Penalty: 3361.003418
	Iteration 44Q: 3 clusters Score -3979650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -3979659.500000 Penalty: 3361.003418
	Iteration 45Q: 3 clusters Score -3979660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -3979669.000000 Penalty: 3361.003418
	Iteration 46Q: 3 clusters Score -3979669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -3979689.250000 Penalty: 3361.003418
	Iteration 47Q: 3 clusters Score -3979689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -3979700.500000 Penalty: 3361.003418
	Iteration 48Q: 3 clusters Score -3979700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3979700.000000 Penalty: 3361.003418
	Iteration 49Q: 3 clusters Score -3979700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -3979703.750000 Penalty: 3361.003418
	Iteration 50Q: 3 clusters Score -3979704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -3979699.500000 Penalty: 3361.003418
	Iteration 51Q: 3 clusters Score -3979700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -3979704.500000 Penalty: 3361.003418
	Iteration 52Q: 3 clusters Score -3979704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -3979700.250000 Penalty: 3361.003418
	Iteration 53Q: 3 clusters Score -3979700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -3979702.250000 Penalty: 3361.003418
	Iteration 54Q: 3 clusters Score -3979702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -3979705.750000 Penalty: 3361.003418
	Iteration 55Q: 3 clusters Score -3979706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -3979702.750000 Penalty: 3361.003418
	Iteration 56Q: 3 clusters Score -3979703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -3979702.750000 Penalty: 3361.003418
	Iteration 57F: 3 clusters Score -3979703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Entering Unmasked Estep 
Score: -405091.781250 Penalty: 1338.375244
	Iteration 0F: 2 clusters Score -405091.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -401884.531250 Penalty: 2676.750488
	Iteration 0F: 3 clusters Score -401884.5 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -402895.843750 Penalty: 2676.750488
	Iteration 1F: 3 clusters Score -402895.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -403363.875000 Penalty: 2676.750488
	Iteration 2F: 3 clusters Score -403363.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -403738.531250 Penalty: 2676.750488
	Iteration 3F: 3 clusters Score -403738.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -403975.125000 Penalty: 2676.750488
	Iteration 4F: 3 clusters Score -403975.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -404140.812500 Penalty: 2676.750488
	Iteration 5F: 3 clusters Score -404140.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -404252.937500 Penalty: 2676.750488
	Iteration 6Q: 3 clusters Score -404252.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -404328.187500 Penalty: 2676.750488
	Iteration 7Q: 3 clusters Score -404328.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -404404.187500 Penalty: 2676.750488
	Iteration 8Q: 3 clusters Score -404404.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -404451.000000 Penalty: 2676.750488
	Iteration 9Q: 3 clusters Score -404451 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -404486.156250 Penalty: 2676.750488
	Iteration 10Q: 3 clusters Score -404486.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -404511.625000 Penalty: 2676.750488
	Iteration 11Q: 3 clusters Score -404511.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -404525.156250 Penalty: 2676.750488
	Iteration 12Q: 3 clusters Score -404525.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -404541.218750 Penalty: 2676.750488
	Iteration 13Q: 3 clusters Score -404541.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -404557.468750 Penalty: 2676.750488
	Iteration 14Q: 3 clusters Score -404557.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -404570.531250 Penalty: 2676.750488
	Iteration 15Q: 3 clusters Score -404570.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -404577.312500 Penalty: 2676.750488
	Iteration 16Q: 3 clusters Score -404577.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -404585.906250 Penalty: 2676.750488
	Iteration 17Q: 3 clusters Score -404585.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -404597.750000 Penalty: 2676.750488
	Iteration 18Q: 3 clusters Score -404597.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -404608.500000 Penalty: 2676.750488
	Iteration 19Q: 3 clusters Score -404608.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -404618.687500 Penalty: 2676.750488
	Iteration 20F: 3 clusters Score -404618.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -404628.125000 Penalty: 2676.750488
	Iteration 21Q: 3 clusters Score -404628.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -404634.062500 Penalty: 2676.750488
	Iteration 22Q: 3 clusters Score -404634.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -404638.156250 Penalty: 2676.750488
	Iteration 23Q: 3 clusters Score -404638.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -404641.437500 Penalty: 2676.750488
	Iteration 24Q: 3 clusters Score -404641.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -404644.562500 Penalty: 2676.750488
	Iteration 25Q: 3 clusters Score -404644.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -404645.000000 Penalty: 2676.750488
	Iteration 26Q: 3 clusters Score -404645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -404645.343750 Penalty: 2676.750488
	Iteration 27Q: 3 clusters Score -404645.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -404646.312500 Penalty: 2676.750488
	Iteration 28Q: 3 clusters Score -404646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -404647.000000 Penalty: 2676.750488
	Iteration 29Q: 3 clusters Score -404647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -404647.906250 Penalty: 2676.750488
	Iteration 30Q: 3 clusters Score -404647.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -404650.500000 Penalty: 2676.750488
	Iteration 31Q: 3 clusters Score -404650.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -404651.375000 Penalty: 2676.750488
	Iteration 32Q: 3 clusters Score -404651.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -404652.343750 Penalty: 2676.750488
	Iteration 33Q: 3 clusters Score -404652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -404652.250000 Penalty: 2676.750488
	Iteration 34Q: 3 clusters Score -404652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -404652.281250 Penalty: 2676.750488
	Iteration 35Q: 3 clusters Score -404652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -404652.750000 Penalty: 2676.750488
	Iteration 36Q: 3 clusters Score -404652.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -404652.750000 Penalty: 2676.750488
	Iteration 37F: 3 clusters Score -404652.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Entering Unmasked Estep 
Score: -619421.812500 Penalty: 1384.238770
	Iteration 0F: 2 clusters Score -619421.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -615411.125000 Penalty: 2768.477539
	Iteration 0F: 3 clusters Score -615411.1 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -616553.000000 Penalty: 2768.477539
	Iteration 1F: 3 clusters Score -616553 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -616724.562500 Penalty: 2768.477539
	Iteration 2F: 3 clusters Score -616724.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -616870.125000 Penalty: 2768.477539
	Iteration 3F: 3 clusters Score -616870.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -616973.375000 Penalty: 2768.477539
	Iteration 4Q: 3 clusters Score -616973.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -617070.750000 Penalty: 2768.477539
	Iteration 5Q: 3 clusters Score -617070.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -617174.625000 Penalty: 2768.477539
	Iteration 6Q: 3 clusters Score -617174.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -617273.625000 Penalty: 2768.477539
	Iteration 7Q: 3 clusters Score -617273.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -617381.125000 Penalty: 2768.477539
	Iteration 8Q: 3 clusters Score -617381.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -617505.875000 Penalty: 2768.477539
	Iteration 9Q: 3 clusters Score -617505.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -617624.375000 Penalty: 2768.477539
	Iteration 10Q: 3 clusters Score -617624.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -617724.562500 Penalty: 2768.477539
	Iteration 11Q: 3 clusters Score -617724.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -617816.437500 Penalty: 2768.477539
	Iteration 12Q: 3 clusters Score -617816.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -617902.125000 Penalty: 2768.477539
	Iteration 13Q: 3 clusters Score -617902.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -617969.687500 Penalty: 2768.477539
	Iteration 14Q: 3 clusters Score -617969.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -618028.125000 Penalty: 2768.477539
	Iteration 15Q: 3 clusters Score -618028.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -618076.625000 Penalty: 2768.477539
	Iteration 16Q: 3 clusters Score -618076.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -618115.812500 Penalty: 2768.477539
	Iteration 17Q: 3 clusters Score -618115.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -618147.125000 Penalty: 2768.477539
	Iteration 18Q: 3 clusters Score -618147.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -618175.500000 Penalty: 2768.477539
	Iteration 19Q: 3 clusters Score -618175.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -618198.937500 Penalty: 2768.477539
	Iteration 20F: 3 clusters Score -618198.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -618207.125000 Penalty: 2768.477539
	Iteration 21Q: 3 clusters Score -618207.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -618216.000000 Penalty: 2768.477539
	Iteration 22Q: 3 clusters Score -618216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -618217.375000 Penalty: 2768.477539
	Iteration 23Q: 3 clusters Score -618217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -618218.812500 Penalty: 2768.477539
	Iteration 24Q: 3 clusters Score -618218.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -618220.750000 Penalty: 2768.477539
	Iteration 25Q: 3 clusters Score -618220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -618222.687500 Penalty: 2768.477539
	Iteration 26Q: 3 clusters Score -618222.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -618226.625000 Penalty: 2768.477539
	Iteration 27Q: 3 clusters Score -618226.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -618231.375000 Penalty: 2768.477539
	Iteration 28Q: 3 clusters Score -618231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -618233.250000 Penalty: 2768.477539
	Iteration 29Q: 3 clusters Score -618233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -618235.500000 Penalty: 2768.477539
	Iteration 30Q: 3 clusters Score -618235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -618236.375000 Penalty: 2768.477539
	Iteration 31Q: 3 clusters Score -618236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -618236.375000 Penalty: 2768.477539
	Iteration 32F: 3 clusters Score -618236.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Entering Unmasked Estep 
Score: -3964742.000000 Penalty: 1681.093018
	Iteration 0F: 2 clusters Score -3964742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -3943802.250000 Penalty: 3362.186035
	Iteration 0F: 3 clusters Score -3943802 nChanged 14277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3951827.500000 Penalty: 3362.186035
	Iteration 1F: 3 clusters Score -3951828 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3952417.000000 Penalty: 3362.186035
	Iteration 2Q: 3 clusters Score -3952417 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3953096.250000 Penalty: 3362.186035
	Iteration 3F: 3 clusters Score -3953096 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3953912.000000 Penalty: 3362.186035
	Iteration 4F: 3 clusters Score -3953912 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3954986.000000 Penalty: 3362.186035
	Iteration 5F: 3 clusters Score -3954986 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3956553.250000 Penalty: 3362.186035
	Iteration 6F: 3 clusters Score -3956553 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3958501.750000 Penalty: 3362.186035
	Iteration 7F: 3 clusters Score -3958502 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3960273.250000 Penalty: 3362.186035
	Iteration 8F: 3 clusters Score -3960273 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3961452.750000 Penalty: 3362.186035
	Iteration 9F: 3 clusters Score -3961453 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3962028.250000 Penalty: 3362.186035
	Iteration 10Q: 3 clusters Score -3962028 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3962356.500000 Penalty: 3362.186035
	Iteration 11Q: 3 clusters Score -3962356 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3962504.750000 Penalty: 3362.186035
	Iteration 12Q: 3 clusters Score -3962505 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3962594.500000 Penalty: 3362.186035
	Iteration 13Q: 3 clusters Score -3962594 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3962637.000000 Penalty: 3362.186035
	Iteration 14Q: 3 clusters Score -3962637 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3962660.500000 Penalty: 3362.186035
	Iteration 15Q: 3 clusters Score -3962660 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3962670.500000 Penalty: 3362.186035
	Iteration 16Q: 3 clusters Score -3962670 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3962683.000000 Penalty: 3362.186035
	Iteration 17Q: 3 clusters Score -3962683 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3962700.000000 Penalty: 3362.186035
	Iteration 18Q: 3 clusters Score -3962700 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3962703.750000 Penalty: 3362.186035
	Iteration 19Q: 3 clusters Score -3962704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3962707.000000 Penalty: 3362.186035
	Iteration 20F: 3 clusters Score -3962707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3962705.250000 Penalty: 3362.186035
	Iteration 21Q: 3 clusters Score -3962705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3962708.500000 Penalty: 3362.186035
	Iteration 22Q: 3 clusters Score -3962708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3962710.500000 Penalty: 3362.186035
	Iteration 23Q: 3 clusters Score -3962710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3962719.250000 Penalty: 3362.186035
	Iteration 24Q: 3 clusters Score -3962719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3962721.250000 Penalty: 3362.186035
	Iteration 25Q: 3 clusters Score -3962721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3962721.000000 Penalty: 3362.186035
	Iteration 26Q: 3 clusters Score -3962721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3962720.500000 Penalty: 3362.186035
	Iteration 27Q: 3 clusters Score -3962720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3962713.500000 Penalty: 3362.186035
	Iteration 28Q: 3 clusters Score -3962714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3962720.250000 Penalty: 3362.186035
	Iteration 29Q: 3 clusters Score -3962720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3962716.750000 Penalty: 3362.186035
	Iteration 30Q: 3 clusters Score -3962717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3962718.000000 Penalty: 3362.186035
	Iteration 31Q: 3 clusters Score -3962718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3962720.000000 Penalty: 3362.186035
	Iteration 32Q: 3 clusters Score -3962720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3962721.500000 Penalty: 3362.186035
	Iteration 33Q: 3 clusters Score -3962722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3962720.250000 Penalty: 3362.186035
	Iteration 34Q: 3 clusters Score -3962720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3962719.750000 Penalty: 3362.186035
	Iteration 35Q: 3 clusters Score -3962720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3962718.750000 Penalty: 3362.186035
	Iteration 36Q: 3 clusters Score -3962719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3962719.250000 Penalty: 3362.186035
	Iteration 37Q: 3 clusters Score -3962719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3962723.500000 Penalty: 3362.186035
	Iteration 38Q: 3 clusters Score -3962724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3962722.500000 Penalty: 3362.186035
	Iteration 39Q: 3 clusters Score -3962722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3962719.250000 Penalty: 3362.186035
	Iteration 40F: 3 clusters Score -3962719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3962718.750000 Penalty: 3362.186035
	Iteration 41Q: 3 clusters Score -3962719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3962725.500000 Penalty: 3362.186035
	Iteration 42Q: 3 clusters Score -3962726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3962724.500000 Penalty: 3362.186035
	Iteration 43Q: 3 clusters Score -3962724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3962721.750000 Penalty: 3362.186035
	Iteration 44Q: 3 clusters Score -3962722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3962726.000000 Penalty: 3362.186035
	Iteration 45Q: 3 clusters Score -3962726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3962725.250000 Penalty: 3362.186035
	Iteration 46Q: 3 clusters Score -3962725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3962723.250000 Penalty: 3362.186035
	Iteration 47Q: 3 clusters Score -3962723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -3962721.500000 Penalty: 3362.186035
	Iteration 48Q: 3 clusters Score -3962722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3962720.500000 Penalty: 3362.186035
	Iteration 49Q: 3 clusters Score -3962720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3962722.500000 Penalty: 3362.186035
	Iteration 50Q: 3 clusters Score -3962722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3962720.250000 Penalty: 3362.186035
	Iteration 51Q: 3 clusters Score -3962720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3962724.500000 Penalty: 3362.186035
	Iteration 52Q: 3 clusters Score -3962724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -3962721.500000 Penalty: 3362.186035
	Iteration 53Q: 3 clusters Score -3962722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -3962721.500000 Penalty: 3362.186035
	Iteration 54Q: 3 clusters Score -3962722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -3962720.500000 Penalty: 3362.186035
	Iteration 55Q: 3 clusters Score -3962720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3962725.750000 Penalty: 3362.186035
	Iteration 56Q: 3 clusters Score -3962726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3962723.500000 Penalty: 3362.186035
	Iteration 57Q: 3 clusters Score -3962724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -3962725.000000 Penalty: 3362.186035
	Iteration 58Q: 3 clusters Score -3962725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3962726.500000 Penalty: 3362.186035
	Iteration 59Q: 3 clusters Score -3962726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3962727.250000 Penalty: 3362.186035
	Iteration 60F: 3 clusters Score -3962727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3962726.500000 Penalty: 3362.186035
	Iteration 61Q: 3 clusters Score -3962726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3962726.500000 Penalty: 3362.186035
	Iteration 62F: 3 clusters Score -3962726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Entering Unmasked Estep 
Score: -2108456.000000 Penalty: 1577.967651
	Iteration 0F: 2 clusters Score -2108456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2097092.125000 Penalty: 3155.935303
	Iteration 0F: 3 clusters Score -2097092 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2101022.000000 Penalty: 3155.935303
	Iteration 1F: 3 clusters Score -2101022 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2101380.000000 Penalty: 3155.935303
	Iteration 2F: 3 clusters Score -2101380 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2101756.500000 Penalty: 3155.935303
	Iteration 3F: 3 clusters Score -2101756 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2102173.250000 Penalty: 3155.935303
	Iteration 4F: 3 clusters Score -2102173 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2102703.750000 Penalty: 3155.935303
	Iteration 5F: 3 clusters Score -2102704 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2103364.750000 Penalty: 3155.935303
	Iteration 6F: 3 clusters Score -2103365 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2104102.250000 Penalty: 3155.935303
	Iteration 7F: 3 clusters Score -2104102 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2104887.000000 Penalty: 3155.935303
	Iteration 8F: 3 clusters Score -2104887 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2105578.500000 Penalty: 3155.935303
	Iteration 9Q: 3 clusters Score -2105578 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2106021.500000 Penalty: 3155.935303
	Iteration 10Q: 3 clusters Score -2106022 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2106304.500000 Penalty: 3155.935303
	Iteration 11Q: 3 clusters Score -2106304 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2106470.500000 Penalty: 3155.935303
	Iteration 12Q: 3 clusters Score -2106470 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2106570.500000 Penalty: 3155.935303
	Iteration 13Q: 3 clusters Score -2106570 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2106650.750000 Penalty: 3155.935303
	Iteration 14Q: 3 clusters Score -2106651 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2106690.250000 Penalty: 3155.935303
	Iteration 15Q: 3 clusters Score -2106690 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2106729.500000 Penalty: 3155.935303
	Iteration 16Q: 3 clusters Score -2106730 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2106753.500000 Penalty: 3155.935303
	Iteration 17Q: 3 clusters Score -2106754 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2106775.000000 Penalty: 3155.935303
	Iteration 18Q: 3 clusters Score -2106775 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2106803.750000 Penalty: 3155.935303
	Iteration 19Q: 3 clusters Score -2106804 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2106824.000000 Penalty: 3155.935303
	Iteration 20F: 3 clusters Score -2106824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2106846.750000 Penalty: 3155.935303
	Iteration 21Q: 3 clusters Score -2106847 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2106860.750000 Penalty: 3155.935303
	Iteration 22Q: 3 clusters Score -2106861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2106881.500000 Penalty: 3155.935303
	Iteration 23Q: 3 clusters Score -2106882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2106888.500000 Penalty: 3155.935303
	Iteration 24Q: 3 clusters Score -2106888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2106901.000000 Penalty: 3155.935303
	Iteration 25Q: 3 clusters Score -2106901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2106911.250000 Penalty: 3155.935303
	Iteration 26Q: 3 clusters Score -2106911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2106924.750000 Penalty: 3155.935303
	Iteration 27Q: 3 clusters Score -2106925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2106935.250000 Penalty: 3155.935303
	Iteration 28Q: 3 clusters Score -2106935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2106943.000000 Penalty: 3155.935303
	Iteration 29Q: 3 clusters Score -2106943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2106952.250000 Penalty: 3155.935303
	Iteration 30Q: 3 clusters Score -2106952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2106959.500000 Penalty: 3155.935303
	Iteration 31Q: 3 clusters Score -2106960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2106969.250000 Penalty: 3155.935303
	Iteration 32Q: 3 clusters Score -2106969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2106975.750000 Penalty: 3155.935303
	Iteration 33Q: 3 clusters Score -2106976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2106986.500000 Penalty: 3155.935303
	Iteration 34Q: 3 clusters Score -2106986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2106994.750000 Penalty: 3155.935303
	Iteration 35Q: 3 clusters Score -2106995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2107002.250000 Penalty: 3155.935303
	Iteration 36Q: 3 clusters Score -2107002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2107003.250000 Penalty: 3155.935303
	Iteration 37Q: 3 clusters Score -2107003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2107016.250000 Penalty: 3155.935303
	Iteration 38Q: 3 clusters Score -2107016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2107025.250000 Penalty: 3155.935303
	Iteration 39Q: 3 clusters Score -2107025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2107032.000000 Penalty: 3155.935303
	Iteration 40F: 3 clusters Score -2107032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2107036.750000 Penalty: 3155.935303
	Iteration 41Q: 3 clusters Score -2107037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2107039.000000 Penalty: 3155.935303
	Iteration 42Q: 3 clusters Score -2107039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2107044.000000 Penalty: 3155.935303
	Iteration 43Q: 3 clusters Score -2107044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2107046.500000 Penalty: 3155.935303
	Iteration 44Q: 3 clusters Score -2107046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2107049.250000 Penalty: 3155.935303
	Iteration 45Q: 3 clusters Score -2107049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2107055.250000 Penalty: 3155.935303
	Iteration 46Q: 3 clusters Score -2107055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2107059.250000 Penalty: 3155.935303
	Iteration 47Q: 3 clusters Score -2107059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2107058.000000 Penalty: 3155.935303
	Iteration 48Q: 3 clusters Score -2107058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2107064.250000 Penalty: 3155.935303
	Iteration 49Q: 3 clusters Score -2107064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2107068.500000 Penalty: 3155.935303
	Iteration 50Q: 3 clusters Score -2107068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2107069.000000 Penalty: 3155.935303
	Iteration 51Q: 3 clusters Score -2107069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2107070.750000 Penalty: 3155.935303
	Iteration 52Q: 3 clusters Score -2107071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2107071.250000 Penalty: 3155.935303
	Iteration 53Q: 3 clusters Score -2107071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2107071.750000 Penalty: 3155.935303
	Iteration 54Q: 3 clusters Score -2107072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2107073.750000 Penalty: 3155.935303
	Iteration 55Q: 3 clusters Score -2107074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2107071.750000 Penalty: 3155.935303
	Iteration 56Q: 3 clusters Score -2107072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2107072.500000 Penalty: 3155.935303
	Iteration 57Q: 3 clusters Score -2107072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2107075.500000 Penalty: 3155.935303
	Iteration 58Q: 3 clusters Score -2107076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2107075.250000 Penalty: 3155.935303
	Iteration 59Q: 3 clusters Score -2107075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2107076.750000 Penalty: 3155.935303
	Iteration 60F: 3 clusters Score -2107077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2107077.750000 Penalty: 3155.935303
	Iteration 61Q: 3 clusters Score -2107078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2107077.750000 Penalty: 3155.935303
	Iteration 62F: 3 clusters Score -2107078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -455333.531250 Penalty: 1332.546753
	Iteration 0F: 2 clusters Score -455333.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -452250.468750 Penalty: 2665.093506
	Iteration 0F: 3 clusters Score -452250.5 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -453044.437500 Penalty: 2665.093506
	Iteration 1F: 3 clusters Score -453044.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -453243.156250 Penalty: 2665.093506
	Iteration 2F: 3 clusters Score -453243.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -453474.343750 Penalty: 2665.093506
	Iteration 3F: 3 clusters Score -453474.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -453777.843750 Penalty: 2665.093506
	Iteration 4F: 3 clusters Score -453777.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -454115.718750 Penalty: 2665.093506
	Iteration 5F: 3 clusters Score -454115.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -454367.562500 Penalty: 2665.093506
	Iteration 6F: 3 clusters Score -454367.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -454493.687500 Penalty: 2665.093506
	Iteration 7Q: 3 clusters Score -454493.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -454551.500000 Penalty: 2665.093506
	Iteration 8Q: 3 clusters Score -454551.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -454581.812500 Penalty: 2665.093506
	Iteration 9Q: 3 clusters Score -454581.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -454600.156250 Penalty: 2665.093506
	Iteration 10Q: 3 clusters Score -454600.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -454620.375000 Penalty: 2665.093506
	Iteration 11Q: 3 clusters Score -454620.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -454628.656250 Penalty: 2665.093506
	Iteration 12Q: 3 clusters Score -454628.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -454633.062500 Penalty: 2665.093506
	Iteration 13Q: 3 clusters Score -454633.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -454636.468750 Penalty: 2665.093506
	Iteration 14Q: 3 clusters Score -454636.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -454637.031250 Penalty: 2665.093506
	Iteration 15Q: 3 clusters Score -454637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -454638.125000 Penalty: 2665.093506
	Iteration 16Q: 3 clusters Score -454638.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -454638.125000 Penalty: 2665.093506
	Iteration 17F: 3 clusters Score -454638.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -28736.486328 Penalty: 906.706116
	Iteration 0F: 2 clusters Score -28736.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27939.195312 Penalty: 1813.412231
	Iteration 0F: 3 clusters Score -27939.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28050.292969 Penalty: 1813.412231
	Iteration 1F: 3 clusters Score -28050.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28076.300781 Penalty: 1813.412231
	Iteration 2Q: 3 clusters Score -28076.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28097.066406 Penalty: 1813.412231
	Iteration 3Q: 3 clusters Score -28097.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28106.908203 Penalty: 1813.412231
	Iteration 4Q: 3 clusters Score -28106.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28110.068359 Penalty: 1813.412231
	Iteration 5Q: 3 clusters Score -28110.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28110.068359 Penalty: 1813.412231
	Iteration 6F: 3 clusters Score -28110.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Entering Unmasked Estep 
Score: -447934.312500 Penalty: 1336.513794
	Iteration 0F: 2 clusters Score -447934.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -444714.156250 Penalty: 2673.027588
	Iteration 0F: 3 clusters Score -444714.2 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -445627.937500 Penalty: 2673.027588
	Iteration 1F: 3 clusters Score -445627.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -445861.468750 Penalty: 2673.027588
	Iteration 2F: 3 clusters Score -445861.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -446032.093750 Penalty: 2673.027588
	Iteration 3F: 3 clusters Score -446032.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -446159.406250 Penalty: 2673.027588
	Iteration 4F: 3 clusters Score -446159.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -446270.500000 Penalty: 2673.027588
	Iteration 5Q: 3 clusters Score -446270.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -446371.156250 Penalty: 2673.027588
	Iteration 6Q: 3 clusters Score -446371.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -446473.718750 Penalty: 2673.027588
	Iteration 7Q: 3 clusters Score -446473.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -446581.250000 Penalty: 2673.027588
	Iteration 8Q: 3 clusters Score -446581.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -446683.562500 Penalty: 2673.027588
	Iteration 9Q: 3 clusters Score -446683.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -446772.437500 Penalty: 2673.027588
	Iteration 10Q: 3 clusters Score -446772.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -446832.812500 Penalty: 2673.027588
	Iteration 11Q: 3 clusters Score -446832.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -446886.250000 Penalty: 2673.027588
	Iteration 12Q: 3 clusters Score -446886.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -446925.375000 Penalty: 2673.027588
	Iteration 13Q: 3 clusters Score -446925.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -446954.031250 Penalty: 2673.027588
	Iteration 14Q: 3 clusters Score -446954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -446986.031250 Penalty: 2673.027588
	Iteration 15Q: 3 clusters Score -446986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -447018.625000 Penalty: 2673.027588
	Iteration 16Q: 3 clusters Score -447018.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -447046.000000 Penalty: 2673.027588
	Iteration 17Q: 3 clusters Score -447046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -447064.125000 Penalty: 2673.027588
	Iteration 18Q: 3 clusters Score -447064.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -447074.187500 Penalty: 2673.027588
	Iteration 19Q: 3 clusters Score -447074.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -447082.562500 Penalty: 2673.027588
	Iteration 20F: 3 clusters Score -447082.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -447087.000000 Penalty: 2673.027588
	Iteration 21Q: 3 clusters Score -447087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -447092.968750 Penalty: 2673.027588
	Iteration 22Q: 3 clusters Score -447093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -447105.281250 Penalty: 2673.027588
	Iteration 23Q: 3 clusters Score -447105.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -447120.125000 Penalty: 2673.027588
	Iteration 24Q: 3 clusters Score -447120.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -447136.187500 Penalty: 2673.027588
	Iteration 25Q: 3 clusters Score -447136.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -447159.781250 Penalty: 2673.027588
	Iteration 26Q: 3 clusters Score -447159.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -447171.718750 Penalty: 2673.027588
	Iteration 27Q: 3 clusters Score -447171.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -447176.468750 Penalty: 2673.027588
	Iteration 28Q: 3 clusters Score -447176.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -447182.187500 Penalty: 2673.027588
	Iteration 29Q: 3 clusters Score -447182.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -447186.093750 Penalty: 2673.027588
	Iteration 30Q: 3 clusters Score -447186.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -447188.625000 Penalty: 2673.027588
	Iteration 31Q: 3 clusters Score -447188.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -447192.562500 Penalty: 2673.027588
	Iteration 32Q: 3 clusters Score -447192.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -447194.656250 Penalty: 2673.027588
	Iteration 33Q: 3 clusters Score -447194.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -447195.718750 Penalty: 2673.027588
	Iteration 34Q: 3 clusters Score -447195.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -447197.593750 Penalty: 2673.027588
	Iteration 35Q: 3 clusters Score -447197.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -447197.843750 Penalty: 2673.027588
	Iteration 36Q: 3 clusters Score -447197.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -447197.843750 Penalty: 2673.027588
	Iteration 37F: 3 clusters Score -447197.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (60078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Entering Unmasked Estep 
Score: -7058310.000000 Penalty: 1788.052368
	Iteration 0F: 2 clusters Score -7058310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -7018119.000000 Penalty: 3576.104736
	Iteration 0F: 3 clusters Score -7018119 nChanged 28387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -7035193.500000 Penalty: 3576.104736
	Iteration 1F: 3 clusters Score -7035194 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -7036525.500000 Penalty: 3576.104736
	Iteration 2F: 3 clusters Score -7036526 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -7038254.000000 Penalty: 3576.104736
	Iteration 3F: 3 clusters Score -7038254 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -7040128.000000 Penalty: 3576.104736
	Iteration 4F: 3 clusters Score -7040128 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -7042092.000000 Penalty: 3576.104736
	Iteration 5F: 3 clusters Score -7042092 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -7044241.000000 Penalty: 3576.104736
	Iteration 6F: 3 clusters Score -7044241 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -7046357.500000 Penalty: 3576.104736
	Iteration 7F: 3 clusters Score -7046358 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -7048541.000000 Penalty: 3576.104736
	Iteration 8F: 3 clusters Score -7048541 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -7050467.500000 Penalty: 3576.104736
	Iteration 9Q: 3 clusters Score -7050468 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -7052112.000000 Penalty: 3576.104736
	Iteration 10Q: 3 clusters Score -7052112 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -7053446.500000 Penalty: 3576.104736
	Iteration 11Q: 3 clusters Score -7053446 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -7054462.500000 Penalty: 3576.104736
	Iteration 12Q: 3 clusters Score -7054462 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -7055301.500000 Penalty: 3576.104736
	Iteration 13Q: 3 clusters Score -7055302 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -7055889.000000 Penalty: 3576.104736
	Iteration 14Q: 3 clusters Score -7055889 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7056244.000000 Penalty: 3576.104736
	Iteration 15Q: 3 clusters Score -7056244 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7056504.500000 Penalty: 3576.104736
	Iteration 16Q: 3 clusters Score -7056504 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -7056715.500000 Penalty: 3576.104736
	Iteration 17Q: 3 clusters Score -7056716 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7056890.000000 Penalty: 3576.104736
	Iteration 18Q: 3 clusters Score -7056890 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7057019.000000 Penalty: 3576.104736
	Iteration 19Q: 3 clusters Score -7057019 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7057075.500000 Penalty: 3576.104736
	Iteration 20F: 3 clusters Score -7057076 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7057153.500000 Penalty: 3576.104736
	Iteration 21Q: 3 clusters Score -7057154 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7057225.000000 Penalty: 3576.104736
	Iteration 22Q: 3 clusters Score -7057225 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7057296.500000 Penalty: 3576.104736
	Iteration 23Q: 3 clusters Score -7057296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7057368.000000 Penalty: 3576.104736
	Iteration 24Q: 3 clusters Score -7057368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58883 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7057398.000000 Penalty: 3576.104736
	Iteration 25Q: 3 clusters Score -7057398 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7057435.000000 Penalty: 3576.104736
	Iteration 26Q: 3 clusters Score -7057435 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7057468.000000 Penalty: 3576.104736
	Iteration 27Q: 3 clusters Score -7057468 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7057477.500000 Penalty: 3576.104736
	Iteration 28Q: 3 clusters Score -7057478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7057500.500000 Penalty: 3576.104736
	Iteration 29Q: 3 clusters Score -7057500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7057497.000000 Penalty: 3576.104736
	Iteration 30Q: 3 clusters Score -7057497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7057515.000000 Penalty: 3576.104736
	Iteration 31Q: 3 clusters Score -7057515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7057520.500000 Penalty: 3576.104736
	Iteration 32Q: 3 clusters Score -7057520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7057527.500000 Penalty: 3576.104736
	Iteration 33Q: 3 clusters Score -7057528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7057535.500000 Penalty: 3576.104736
	Iteration 34Q: 3 clusters Score -7057536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7057536.500000 Penalty: 3576.104736
	Iteration 35Q: 3 clusters Score -7057536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7057543.000000 Penalty: 3576.104736
	Iteration 36Q: 3 clusters Score -7057543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7057545.500000 Penalty: 3576.104736
	Iteration 37Q: 3 clusters Score -7057546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58933 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7057543.000000 Penalty: 3576.104736
	Iteration 38Q: 3 clusters Score -7057543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58933 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7057549.000000 Penalty: 3576.104736
	Iteration 39Q: 3 clusters Score -7057549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7057547.000000 Penalty: 3576.104736
	Iteration 40F: 3 clusters Score -7057547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7057554.000000 Penalty: 3576.104736
	Iteration 41Q: 3 clusters Score -7057554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7057548.500000 Penalty: 3576.104736
	Iteration 42Q: 3 clusters Score -7057548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7057552.000000 Penalty: 3576.104736
	Iteration 43Q: 3 clusters Score -7057552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7057548.500000 Penalty: 3576.104736
	Iteration 44Q: 3 clusters Score -7057548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7057547.500000 Penalty: 3576.104736
	Iteration 45Q: 3 clusters Score -7057548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7057543.500000 Penalty: 3576.104736
	Iteration 46Q: 3 clusters Score -7057544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7057550.500000 Penalty: 3576.104736
	Iteration 47Q: 3 clusters Score -7057550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7057549.000000 Penalty: 3576.104736
	Iteration 48Q: 3 clusters Score -7057549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7057549.000000 Penalty: 3576.104736
	Iteration 49F: 3 clusters Score -7057549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Entering Unmasked Estep 
Score: -5253204.500000 Penalty: 1727.075562
	Iteration 0F: 2 clusters Score -5253204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -5225335.500000 Penalty: 3454.151123
	Iteration 0F: 3 clusters Score -5225336 nChanged 19436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -5236268.000000 Penalty: 3454.151123
	Iteration 1F: 3 clusters Score -5236268 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -5236829.000000 Penalty: 3454.151123
	Iteration 2Q: 3 clusters Score -5236829 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -5237655.500000 Penalty: 3454.151123
	Iteration 3Q: 3 clusters Score -5237656 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -5238738.500000 Penalty: 3454.151123
	Iteration 4F: 3 clusters Score -5238738 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -5240261.500000 Penalty: 3454.151123
	Iteration 5F: 3 clusters Score -5240262 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -5242139.000000 Penalty: 3454.151123
	Iteration 6F: 3 clusters Score -5242139 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -5244111.500000 Penalty: 3454.151123
	Iteration 7F: 3 clusters Score -5244112 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -5245895.000000 Penalty: 3454.151123
	Iteration 8F: 3 clusters Score -5245895 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -5247386.000000 Penalty: 3454.151123
	Iteration 9Q: 3 clusters Score -5247386 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -5248428.500000 Penalty: 3454.151123
	Iteration 10Q: 3 clusters Score -5248428 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -5249150.500000 Penalty: 3454.151123
	Iteration 11Q: 3 clusters Score -5249150 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -5249757.000000 Penalty: 3454.151123
	Iteration 12Q: 3 clusters Score -5249757 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -5250211.000000 Penalty: 3454.151123
	Iteration 13Q: 3 clusters Score -5250211 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -5250568.500000 Penalty: 3454.151123
	Iteration 14Q: 3 clusters Score -5250568 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -5250827.500000 Penalty: 3454.151123
	Iteration 15Q: 3 clusters Score -5250828 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -5250991.000000 Penalty: 3454.151123
	Iteration 16Q: 3 clusters Score -5250991 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -5251113.500000 Penalty: 3454.151123
	Iteration 17Q: 3 clusters Score -5251114 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -5251210.000000 Penalty: 3454.151123
	Iteration 18Q: 3 clusters Score -5251210 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -5251259.500000 Penalty: 3454.151123
	Iteration 19Q: 3 clusters Score -5251260 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -5251272.500000 Penalty: 3454.151123
	Iteration 20F: 3 clusters Score -5251272 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -5251271.000000 Penalty: 3454.151123
	Iteration 21Q: 3 clusters Score -5251271 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -5251282.500000 Penalty: 3454.151123
	Iteration 22Q: 3 clusters Score -5251282 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -5251308.500000 Penalty: 3454.151123
	Iteration 23Q: 3 clusters Score -5251308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -5251325.500000 Penalty: 3454.151123
	Iteration 24Q: 3 clusters Score -5251326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -5251332.500000 Penalty: 3454.151123
	Iteration 25Q: 3 clusters Score -5251332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -5251327.500000 Penalty: 3454.151123
	Iteration 26Q: 3 clusters Score -5251328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -5251322.500000 Penalty: 3454.151123
	Iteration 27Q: 3 clusters Score -5251322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -5251324.000000 Penalty: 3454.151123
	Iteration 28Q: 3 clusters Score -5251324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -5251325.000000 Penalty: 3454.151123
	Iteration 29Q: 3 clusters Score -5251325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -5251324.500000 Penalty: 3454.151123
	Iteration 30Q: 3 clusters Score -5251324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -5251311.500000 Penalty: 3454.151123
	Iteration 31Q: 3 clusters Score -5251312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -5251320.000000 Penalty: 3454.151123
	Iteration 32Q: 3 clusters Score -5251320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -5251323.000000 Penalty: 3454.151123
	Iteration 33Q: 3 clusters Score -5251323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -5251316.500000 Penalty: 3454.151123
	Iteration 34Q: 3 clusters Score -5251316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -5251316.500000 Penalty: 3454.151123
	Iteration 35Q: 3 clusters Score -5251316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -5251324.500000 Penalty: 3454.151123
	Iteration 36Q: 3 clusters Score -5251324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -5251319.000000 Penalty: 3454.151123
	Iteration 37Q: 3 clusters Score -5251319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -5251318.500000 Penalty: 3454.151123
	Iteration 38Q: 3 clusters Score -5251318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -5251319.000000 Penalty: 3454.151123
	Iteration 39Q: 3 clusters Score -5251319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -5251326.000000 Penalty: 3454.151123
	Iteration 40F: 3 clusters Score -5251326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -5251326.000000 Penalty: 3454.151123
	Iteration 41Q: 3 clusters Score -5251326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -5251324.000000 Penalty: 3454.151123
	Iteration 42Q: 3 clusters Score -5251324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -5251328.500000 Penalty: 3454.151123
	Iteration 43Q: 3 clusters Score -5251328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -5251325.500000 Penalty: 3454.151123
	Iteration 44Q: 3 clusters Score -5251326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -5251325.000000 Penalty: 3454.151123
	Iteration 45Q: 3 clusters Score -5251325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -5251327.500000 Penalty: 3454.151123
	Iteration 46Q: 3 clusters Score -5251328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -5251329.500000 Penalty: 3454.151123
	Iteration 47Q: 3 clusters Score -5251330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -5251330.500000 Penalty: 3454.151123
	Iteration 48Q: 3 clusters Score -5251330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -5251340.000000 Penalty: 3454.151123
	Iteration 49Q: 3 clusters Score -5251340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -5251333.500000 Penalty: 3454.151123
	Iteration 50Q: 3 clusters Score -5251334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -5251332.000000 Penalty: 3454.151123
	Iteration 51Q: 3 clusters Score -5251332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -5251328.000000 Penalty: 3454.151123
	Iteration 52Q: 3 clusters Score -5251328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -5251328.000000 Penalty: 3454.151123
	Iteration 53Q: 3 clusters Score -5251328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -5251329.000000 Penalty: 3454.151123
	Iteration 54Q: 3 clusters Score -5251329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -5251328.000000 Penalty: 3454.151123
	Iteration 55Q: 3 clusters Score -5251328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -5251328.000000 Penalty: 3454.151123
	Iteration 56F: 3 clusters Score -5251328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Entering Unmasked Estep 
Score: -1318577.125000 Penalty: 1503.350342
	Iteration 0F: 2 clusters Score -1318577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1311157.250000 Penalty: 3006.700684
	Iteration 0F: 3 clusters Score -1311157 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1313541.250000 Penalty: 3006.700684
	Iteration 1F: 3 clusters Score -1313541 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1313846.000000 Penalty: 3006.700684
	Iteration 2F: 3 clusters Score -1313846 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1314161.250000 Penalty: 3006.700684
	Iteration 3F: 3 clusters Score -1314161 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1314495.750000 Penalty: 3006.700684
	Iteration 4F: 3 clusters Score -1314496 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1314832.750000 Penalty: 3006.700684
	Iteration 5F: 3 clusters Score -1314833 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1315189.875000 Penalty: 3006.700684
	Iteration 6F: 3 clusters Score -1315190 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1315560.500000 Penalty: 3006.700684
	Iteration 7F: 3 clusters Score -1315560 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1315877.375000 Penalty: 3006.700684
	Iteration 8F: 3 clusters Score -1315877 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1316124.000000 Penalty: 3006.700684
	Iteration 9Q: 3 clusters Score -1316124 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1316303.500000 Penalty: 3006.700684
	Iteration 10Q: 3 clusters Score -1316304 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1316433.000000 Penalty: 3006.700684
	Iteration 11Q: 3 clusters Score -1316433 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1316519.125000 Penalty: 3006.700684
	Iteration 12Q: 3 clusters Score -1316519 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1316582.750000 Penalty: 3006.700684
	Iteration 13Q: 3 clusters Score -1316583 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1316617.625000 Penalty: 3006.700684
	Iteration 14Q: 3 clusters Score -1316618 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1316644.500000 Penalty: 3006.700684
	Iteration 15Q: 3 clusters Score -1316644 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1316665.000000 Penalty: 3006.700684
	Iteration 16Q: 3 clusters Score -1316665 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1316680.125000 Penalty: 3006.700684
	Iteration 17Q: 3 clusters Score -1316680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1316693.000000 Penalty: 3006.700684
	Iteration 18Q: 3 clusters Score -1316693 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1316717.000000 Penalty: 3006.700684
	Iteration 19Q: 3 clusters Score -1316717 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1316736.375000 Penalty: 3006.700684
	Iteration 20F: 3 clusters Score -1316736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1316760.125000 Penalty: 3006.700684
	Iteration 21Q: 3 clusters Score -1316760 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1316780.000000 Penalty: 3006.700684
	Iteration 22Q: 3 clusters Score -1316780 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1316797.125000 Penalty: 3006.700684
	Iteration 23Q: 3 clusters Score -1316797 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1316833.000000 Penalty: 3006.700684
	Iteration 24Q: 3 clusters Score -1316833 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1316862.250000 Penalty: 3006.700684
	Iteration 25Q: 3 clusters Score -1316862 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1316893.375000 Penalty: 3006.700684
	Iteration 26Q: 3 clusters Score -1316893 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1316924.625000 Penalty: 3006.700684
	Iteration 27Q: 3 clusters Score -1316925 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1316954.125000 Penalty: 3006.700684
	Iteration 28Q: 3 clusters Score -1316954 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1316973.750000 Penalty: 3006.700684
	Iteration 29Q: 3 clusters Score -1316974 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1317004.375000 Penalty: 3006.700684
	Iteration 30Q: 3 clusters Score -1317004 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1317033.000000 Penalty: 3006.700684
	Iteration 31Q: 3 clusters Score -1317033 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1317061.125000 Penalty: 3006.700684
	Iteration 32Q: 3 clusters Score -1317061 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1317089.625000 Penalty: 3006.700684
	Iteration 33Q: 3 clusters Score -1317090 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1317120.750000 Penalty: 3006.700684
	Iteration 34Q: 3 clusters Score -1317121 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1317159.625000 Penalty: 3006.700684
	Iteration 35Q: 3 clusters Score -1317160 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1317204.625000 Penalty: 3006.700684
	Iteration 36Q: 3 clusters Score -1317205 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1317238.125000 Penalty: 3006.700684
	Iteration 37Q: 3 clusters Score -1317238 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1317277.125000 Penalty: 3006.700684
	Iteration 38Q: 3 clusters Score -1317277 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1317309.125000 Penalty: 3006.700684
	Iteration 39Q: 3 clusters Score -1317309 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1317330.375000 Penalty: 3006.700684
	Iteration 40F: 3 clusters Score -1317330 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1317350.875000 Penalty: 3006.700684
	Iteration 41Q: 3 clusters Score -1317351 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1317371.250000 Penalty: 3006.700684
	Iteration 42Q: 3 clusters Score -1317371 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1317387.125000 Penalty: 3006.700684
	Iteration 43Q: 3 clusters Score -1317387 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1317406.375000 Penalty: 3006.700684
	Iteration 44Q: 3 clusters Score -1317406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1317414.625000 Penalty: 3006.700684
	Iteration 45Q: 3 clusters Score -1317415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1317421.875000 Penalty: 3006.700684
	Iteration 46Q: 3 clusters Score -1317422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1317432.875000 Penalty: 3006.700684
	Iteration 47Q: 3 clusters Score -1317433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1317436.250000 Penalty: 3006.700684
	Iteration 48Q: 3 clusters Score -1317436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1317440.000000 Penalty: 3006.700684
	Iteration 49Q: 3 clusters Score -1317440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1317442.125000 Penalty: 3006.700684
	Iteration 50Q: 3 clusters Score -1317442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1317441.500000 Penalty: 3006.700684
	Iteration 51Q: 3 clusters Score -1317442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1317448.750000 Penalty: 3006.700684
	Iteration 52Q: 3 clusters Score -1317449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1317454.750000 Penalty: 3006.700684
	Iteration 53Q: 3 clusters Score -1317455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1317458.625000 Penalty: 3006.700684
	Iteration 54Q: 3 clusters Score -1317459 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1317464.250000 Penalty: 3006.700684
	Iteration 55Q: 3 clusters Score -1317464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1317468.250000 Penalty: 3006.700684
	Iteration 56Q: 3 clusters Score -1317468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1317475.750000 Penalty: 3006.700684
	Iteration 57Q: 3 clusters Score -1317476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1317481.625000 Penalty: 3006.700684
	Iteration 58Q: 3 clusters Score -1317482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1317486.250000 Penalty: 3006.700684
	Iteration 59Q: 3 clusters Score -1317486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1317489.125000 Penalty: 3006.700684
	Iteration 60F: 3 clusters Score -1317489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1317493.875000 Penalty: 3006.700684
	Iteration 61Q: 3 clusters Score -1317494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1317497.250000 Penalty: 3006.700684
	Iteration 62Q: 3 clusters Score -1317497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1317498.875000 Penalty: 3006.700684
	Iteration 63Q: 3 clusters Score -1317499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1317499.875000 Penalty: 3006.700684
	Iteration 64Q: 3 clusters Score -1317500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1317501.625000 Penalty: 3006.700684
	Iteration 65Q: 3 clusters Score -1317502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1317501.250000 Penalty: 3006.700684
	Iteration 66Q: 3 clusters Score -1317501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1317502.500000 Penalty: 3006.700684
	Iteration 67Q: 3 clusters Score -1317502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1317505.250000 Penalty: 3006.700684
	Iteration 68Q: 3 clusters Score -1317505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1317504.500000 Penalty: 3006.700684
	Iteration 69Q: 3 clusters Score -1317504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1317505.125000 Penalty: 3006.700684
	Iteration 70Q: 3 clusters Score -1317505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1317505.375000 Penalty: 3006.700684
	Iteration 71Q: 3 clusters Score -1317505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1317507.250000 Penalty: 3006.700684
	Iteration 72Q: 3 clusters Score -1317507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1317507.250000 Penalty: 3006.700684
	Iteration 73F: 3 clusters Score -1317507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -51131.183594 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -51131.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50198.480469 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -50198.48 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50407.269531 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -50407.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -50467.371094 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -50467.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50496.863281 Penalty: 2019.096924
	Iteration 3Q: 3 clusters Score -50496.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -50526.937500 Penalty: 2019.096924
	Iteration 4Q: 3 clusters Score -50526.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50547.789062 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -50547.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -50560.472656 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -50560.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -50567.937500 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -50567.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50568.437500 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -50568.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50568.437500 Penalty: 2019.096924
	Iteration 9F: 3 clusters Score -50568.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Entering Unmasked Estep 
Score: -2923483.250000 Penalty: 1634.774292
	Iteration 0F: 2 clusters Score -2923483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2907822.250000 Penalty: 3269.548584
	Iteration 0F: 3 clusters Score -2907822 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2913905.250000 Penalty: 3269.548584
	Iteration 1F: 3 clusters Score -2913905 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2914527.500000 Penalty: 3269.548584
	Iteration 2F: 3 clusters Score -2914528 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2915170.500000 Penalty: 3269.548584
	Iteration 3F: 3 clusters Score -2915170 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2915948.250000 Penalty: 3269.548584
	Iteration 4F: 3 clusters Score -2915948 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2916854.750000 Penalty: 3269.548584
	Iteration 5F: 3 clusters Score -2916855 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2917857.250000 Penalty: 3269.548584
	Iteration 6F: 3 clusters Score -2917857 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2918858.750000 Penalty: 3269.548584
	Iteration 7F: 3 clusters Score -2918859 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2919772.750000 Penalty: 3269.548584
	Iteration 8Q: 3 clusters Score -2919773 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2920435.500000 Penalty: 3269.548584
	Iteration 9Q: 3 clusters Score -2920436 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2920851.500000 Penalty: 3269.548584
	Iteration 10Q: 3 clusters Score -2920852 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2921160.500000 Penalty: 3269.548584
	Iteration 11Q: 3 clusters Score -2921160 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2921373.750000 Penalty: 3269.548584
	Iteration 12Q: 3 clusters Score -2921374 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2921512.750000 Penalty: 3269.548584
	Iteration 13Q: 3 clusters Score -2921513 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2921612.250000 Penalty: 3269.548584
	Iteration 14Q: 3 clusters Score -2921612 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2921671.500000 Penalty: 3269.548584
	Iteration 15Q: 3 clusters Score -2921672 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2921715.500000 Penalty: 3269.548584
	Iteration 16Q: 3 clusters Score -2921716 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2921739.500000 Penalty: 3269.548584
	Iteration 17Q: 3 clusters Score -2921740 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2921741.250000 Penalty: 3269.548584
	Iteration 18Q: 3 clusters Score -2921741 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2921773.750000 Penalty: 3269.548584
	Iteration 19Q: 3 clusters Score -2921774 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2921790.750000 Penalty: 3269.548584
	Iteration 20F: 3 clusters Score -2921791 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2921808.250000 Penalty: 3269.548584
	Iteration 21Q: 3 clusters Score -2921808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2921827.000000 Penalty: 3269.548584
	Iteration 22Q: 3 clusters Score -2921827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2921842.000000 Penalty: 3269.548584
	Iteration 23Q: 3 clusters Score -2921842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2921852.250000 Penalty: 3269.548584
	Iteration 24Q: 3 clusters Score -2921852 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2921864.500000 Penalty: 3269.548584
	Iteration 25Q: 3 clusters Score -2921864 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2921890.000000 Penalty: 3269.548584
	Iteration 26Q: 3 clusters Score -2921890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2921903.500000 Penalty: 3269.548584
	Iteration 27Q: 3 clusters Score -2921904 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2921928.000000 Penalty: 3269.548584
	Iteration 28Q: 3 clusters Score -2921928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2921938.750000 Penalty: 3269.548584
	Iteration 29Q: 3 clusters Score -2921939 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2921959.000000 Penalty: 3269.548584
	Iteration 30Q: 3 clusters Score -2921959 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2921982.250000 Penalty: 3269.548584
	Iteration 31Q: 3 clusters Score -2921982 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2922006.250000 Penalty: 3269.548584
	Iteration 32Q: 3 clusters Score -2922006 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2922032.000000 Penalty: 3269.548584
	Iteration 33Q: 3 clusters Score -2922032 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2922056.250000 Penalty: 3269.548584
	Iteration 34Q: 3 clusters Score -2922056 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2922086.750000 Penalty: 3269.548584
	Iteration 35Q: 3 clusters Score -2922087 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2922114.000000 Penalty: 3269.548584
	Iteration 36Q: 3 clusters Score -2922114 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2922136.250000 Penalty: 3269.548584
	Iteration 37Q: 3 clusters Score -2922136 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2922160.000000 Penalty: 3269.548584
	Iteration 38Q: 3 clusters Score -2922160 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2922169.500000 Penalty: 3269.548584
	Iteration 39Q: 3 clusters Score -2922170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2922181.250000 Penalty: 3269.548584
	Iteration 40F: 3 clusters Score -2922181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2922187.250000 Penalty: 3269.548584
	Iteration 41Q: 3 clusters Score -2922187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2922190.500000 Penalty: 3269.548584
	Iteration 42Q: 3 clusters Score -2922190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2922196.750000 Penalty: 3269.548584
	Iteration 43Q: 3 clusters Score -2922197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2922197.250000 Penalty: 3269.548584
	Iteration 44Q: 3 clusters Score -2922197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2922196.750000 Penalty: 3269.548584
	Iteration 45Q: 3 clusters Score -2922197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2922198.750000 Penalty: 3269.548584
	Iteration 46Q: 3 clusters Score -2922199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2922208.000000 Penalty: 3269.548584
	Iteration 47Q: 3 clusters Score -2922208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2922204.000000 Penalty: 3269.548584
	Iteration 48Q: 3 clusters Score -2922204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2922199.000000 Penalty: 3269.548584
	Iteration 49Q: 3 clusters Score -2922199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2922204.000000 Penalty: 3269.548584
	Iteration 50Q: 3 clusters Score -2922204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2922210.500000 Penalty: 3269.548584
	Iteration 51Q: 3 clusters Score -2922210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2922210.500000 Penalty: 3269.548584
	Iteration 52Q: 3 clusters Score -2922210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2922201.750000 Penalty: 3269.548584
	Iteration 53Q: 3 clusters Score -2922202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2922211.500000 Penalty: 3269.548584
	Iteration 54Q: 3 clusters Score -2922212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2922211.000000 Penalty: 3269.548584
	Iteration 55Q: 3 clusters Score -2922211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2922210.500000 Penalty: 3269.548584
	Iteration 56Q: 3 clusters Score -2922210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2922212.000000 Penalty: 3269.548584
	Iteration 57Q: 3 clusters Score -2922212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2922211.750000 Penalty: 3269.548584
	Iteration 58Q: 3 clusters Score -2922212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2922211.000000 Penalty: 3269.548584
	Iteration 59Q: 3 clusters Score -2922211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2922210.000000 Penalty: 3269.548584
	Iteration 60F: 3 clusters Score -2922210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2922211.250000 Penalty: 3269.548584
	Iteration 61Q: 3 clusters Score -2922211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2922211.250000 Penalty: 3269.548584
	Iteration 62Q: 3 clusters Score -2922211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2922209.500000 Penalty: 3269.548584
	Iteration 63Q: 3 clusters Score -2922210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2922205.000000 Penalty: 3269.548584
	Iteration 64Q: 3 clusters Score -2922205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2922203.250000 Penalty: 3269.548584
	Iteration 65Q: 3 clusters Score -2922203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2922208.500000 Penalty: 3269.548584
	Iteration 66Q: 3 clusters Score -2922208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2922208.500000 Penalty: 3269.548584
	Iteration 67F: 3 clusters Score -2922208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -443885.000000 Penalty: 1343.543945
	Iteration 0F: 2 clusters Score -443885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -440612.437500 Penalty: 2687.087891
	Iteration 0F: 3 clusters Score -440612.4 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -441779.687500 Penalty: 2687.087891
	Iteration 1F: 3 clusters Score -441779.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -442103.343750 Penalty: 2687.087891
	Iteration 2F: 3 clusters Score -442103.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -442328.906250 Penalty: 2687.087891
	Iteration 3F: 3 clusters Score -442328.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -442479.281250 Penalty: 2687.087891
	Iteration 4F: 3 clusters Score -442479.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -442583.187500 Penalty: 2687.087891
	Iteration 5Q: 3 clusters Score -442583.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -442664.625000 Penalty: 2687.087891
	Iteration 6Q: 3 clusters Score -442664.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -442721.687500 Penalty: 2687.087891
	Iteration 7Q: 3 clusters Score -442721.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -442770.687500 Penalty: 2687.087891
	Iteration 8Q: 3 clusters Score -442770.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -442817.125000 Penalty: 2687.087891
	Iteration 9Q: 3 clusters Score -442817.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -442869.812500 Penalty: 2687.087891
	Iteration 10Q: 3 clusters Score -442869.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -442898.406250 Penalty: 2687.087891
	Iteration 11Q: 3 clusters Score -442898.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -442922.281250 Penalty: 2687.087891
	Iteration 12Q: 3 clusters Score -442922.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -442944.031250 Penalty: 2687.087891
	Iteration 13Q: 3 clusters Score -442944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -442968.375000 Penalty: 2687.087891
	Iteration 14Q: 3 clusters Score -442968.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -442991.531250 Penalty: 2687.087891
	Iteration 15Q: 3 clusters Score -442991.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -443009.468750 Penalty: 2687.087891
	Iteration 16Q: 3 clusters Score -443009.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -443024.781250 Penalty: 2687.087891
	Iteration 17Q: 3 clusters Score -443024.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -443037.375000 Penalty: 2687.087891
	Iteration 18Q: 3 clusters Score -443037.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -443044.406250 Penalty: 2687.087891
	Iteration 19Q: 3 clusters Score -443044.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -443052.843750 Penalty: 2687.087891
	Iteration 20F: 3 clusters Score -443052.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -443059.437500 Penalty: 2687.087891
	Iteration 21Q: 3 clusters Score -443059.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -443063.218750 Penalty: 2687.087891
	Iteration 22Q: 3 clusters Score -443063.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -443067.343750 Penalty: 2687.087891
	Iteration 23Q: 3 clusters Score -443067.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -443069.937500 Penalty: 2687.087891
	Iteration 24Q: 3 clusters Score -443069.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -443073.531250 Penalty: 2687.087891
	Iteration 25Q: 3 clusters Score -443073.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -443075.250000 Penalty: 2687.087891
	Iteration 26Q: 3 clusters Score -443075.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -443076.687500 Penalty: 2687.087891
	Iteration 27Q: 3 clusters Score -443076.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -443078.531250 Penalty: 2687.087891
	Iteration 28Q: 3 clusters Score -443078.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -443080.125000 Penalty: 2687.087891
	Iteration 29Q: 3 clusters Score -443080.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -443082.937500 Penalty: 2687.087891
	Iteration 30Q: 3 clusters Score -443082.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -443088.437500 Penalty: 2687.087891
	Iteration 31Q: 3 clusters Score -443088.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -443093.187500 Penalty: 2687.087891
	Iteration 32Q: 3 clusters Score -443093.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -443100.812500 Penalty: 2687.087891
	Iteration 33Q: 3 clusters Score -443100.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -443109.031250 Penalty: 2687.087891
	Iteration 34Q: 3 clusters Score -443109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -443117.937500 Penalty: 2687.087891
	Iteration 35Q: 3 clusters Score -443117.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -443124.843750 Penalty: 2687.087891
	Iteration 36Q: 3 clusters Score -443124.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -443129.093750 Penalty: 2687.087891
	Iteration 37Q: 3 clusters Score -443129.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -443130.718750 Penalty: 2687.087891
	Iteration 38Q: 3 clusters Score -443130.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -443133.687500 Penalty: 2687.087891
	Iteration 39Q: 3 clusters Score -443133.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -443135.875000 Penalty: 2687.087891
	Iteration 40F: 3 clusters Score -443135.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -443140.343750 Penalty: 2687.087891
	Iteration 41Q: 3 clusters Score -443140.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -443141.562500 Penalty: 2687.087891
	Iteration 42Q: 3 clusters Score -443141.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -443143.781250 Penalty: 2687.087891
	Iteration 43Q: 3 clusters Score -443143.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -443144.906250 Penalty: 2687.087891
	Iteration 44Q: 3 clusters Score -443144.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -443149.468750 Penalty: 2687.087891
	Iteration 45Q: 3 clusters Score -443149.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -443152.406250 Penalty: 2687.087891
	Iteration 46Q: 3 clusters Score -443152.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -443155.593750 Penalty: 2687.087891
	Iteration 47Q: 3 clusters Score -443155.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -443157.281250 Penalty: 2687.087891
	Iteration 48Q: 3 clusters Score -443157.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -443163.250000 Penalty: 2687.087891
	Iteration 49Q: 3 clusters Score -443163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -443165.125000 Penalty: 2687.087891
	Iteration 50Q: 3 clusters Score -443165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -443166.500000 Penalty: 2687.087891
	Iteration 51Q: 3 clusters Score -443166.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -443166.593750 Penalty: 2687.087891
	Iteration 52Q: 3 clusters Score -443166.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -443166.500000 Penalty: 2687.087891
	Iteration 53Q: 3 clusters Score -443166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -443168.031250 Penalty: 2687.087891
	Iteration 54Q: 3 clusters Score -443168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -443168.281250 Penalty: 2687.087891
	Iteration 55Q: 3 clusters Score -443168.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -443168.281250 Penalty: 2687.087891
	Iteration 56F: 3 clusters Score -443168.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (30935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Entering Unmasked Estep 
Score: -3977132.000000 Penalty: 1680.192017
	Iteration 0F: 2 clusters Score -3977132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3956335.750000 Penalty: 3360.384033
	Iteration 0F: 3 clusters Score -3956336 nChanged 14299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3964115.500000 Penalty: 3360.384033
	Iteration 1F: 3 clusters Score -3964116 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3964627.500000 Penalty: 3360.384033
	Iteration 2Q: 3 clusters Score -3964628 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3965279.500000 Penalty: 3360.384033
	Iteration 3Q: 3 clusters Score -3965280 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3966221.750000 Penalty: 3360.384033
	Iteration 4F: 3 clusters Score -3966222 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -3967700.750000 Penalty: 3360.384033
	Iteration 5F: 3 clusters Score -3967701 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -3969759.250000 Penalty: 3360.384033
	Iteration 6F: 3 clusters Score -3969759 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3972009.000000 Penalty: 3360.384033
	Iteration 7F: 3 clusters Score -3972009 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3973805.500000 Penalty: 3360.384033
	Iteration 8F: 3 clusters Score -3973806 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3974855.250000 Penalty: 3360.384033
	Iteration 9Q: 3 clusters Score -3974855 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3975323.750000 Penalty: 3360.384033
	Iteration 10Q: 3 clusters Score -3975324 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3975511.500000 Penalty: 3360.384033
	Iteration 11Q: 3 clusters Score -3975512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3975581.250000 Penalty: 3360.384033
	Iteration 12Q: 3 clusters Score -3975581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3975604.000000 Penalty: 3360.384033
	Iteration 13Q: 3 clusters Score -3975604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3975626.000000 Penalty: 3360.384033
	Iteration 14Q: 3 clusters Score -3975626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3975644.500000 Penalty: 3360.384033
	Iteration 15Q: 3 clusters Score -3975644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3975658.750000 Penalty: 3360.384033
	Iteration 16Q: 3 clusters Score -3975659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3975663.500000 Penalty: 3360.384033
	Iteration 17Q: 3 clusters Score -3975664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3975672.000000 Penalty: 3360.384033
	Iteration 18Q: 3 clusters Score -3975672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3975678.250000 Penalty: 3360.384033
	Iteration 19Q: 3 clusters Score -3975678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3975682.750000 Penalty: 3360.384033
	Iteration 20F: 3 clusters Score -3975683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3975685.750000 Penalty: 3360.384033
	Iteration 21Q: 3 clusters Score -3975686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3975686.500000 Penalty: 3360.384033
	Iteration 22Q: 3 clusters Score -3975686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3975689.500000 Penalty: 3360.384033
	Iteration 23Q: 3 clusters Score -3975690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3975689.500000 Penalty: 3360.384033
	Iteration 24F: 3 clusters Score -3975690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -5333.421875 Penalty: 751.558105
	Iteration 0F: 2 clusters Score -5333.422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4895.338867 Penalty: 1503.116211
	Iteration 0F: 3 clusters Score -4895.339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4921.927734 Penalty: 1503.116211
	Iteration 1F: 3 clusters Score -4921.928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4940.613281 Penalty: 1503.116211
	Iteration 2Q: 3 clusters Score -4940.613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4940.613281 Penalty: 1503.116211
	Iteration 3F: 3 clusters Score -4940.613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Entering Unmasked Estep 
Score: -525367.062500 Penalty: 1342.749634
	Iteration 0F: 2 clusters Score -525367.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -522106.031250 Penalty: 2685.499268
	Iteration 0F: 3 clusters Score -522106 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -522900.593750 Penalty: 2685.499268
	Iteration 1F: 3 clusters Score -522900.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -523030.062500 Penalty: 2685.499268
	Iteration 2F: 3 clusters Score -523030.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -523113.687500 Penalty: 2685.499268
	Iteration 3Q: 3 clusters Score -523113.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -523162.343750 Penalty: 2685.499268
	Iteration 4Q: 3 clusters Score -523162.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -523195.750000 Penalty: 2685.499268
	Iteration 5Q: 3 clusters Score -523195.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -523221.312500 Penalty: 2685.499268
	Iteration 6Q: 3 clusters Score -523221.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -523235.875000 Penalty: 2685.499268
	Iteration 7Q: 3 clusters Score -523235.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -523248.281250 Penalty: 2685.499268
	Iteration 8Q: 3 clusters Score -523248.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -523264.250000 Penalty: 2685.499268
	Iteration 9Q: 3 clusters Score -523264.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -523283.625000 Penalty: 2685.499268
	Iteration 10Q: 3 clusters Score -523283.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -523300.031250 Penalty: 2685.499268
	Iteration 11Q: 3 clusters Score -523300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -523311.968750 Penalty: 2685.499268
	Iteration 12Q: 3 clusters Score -523312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -523320.843750 Penalty: 2685.499268
	Iteration 13Q: 3 clusters Score -523320.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -523330.062500 Penalty: 2685.499268
	Iteration 14Q: 3 clusters Score -523330.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -523340.781250 Penalty: 2685.499268
	Iteration 15Q: 3 clusters Score -523340.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -523349.000000 Penalty: 2685.499268
	Iteration 16Q: 3 clusters Score -523349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -523357.250000 Penalty: 2685.499268
	Iteration 17Q: 3 clusters Score -523357.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -523361.281250 Penalty: 2685.499268
	Iteration 18Q: 3 clusters Score -523361.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -523365.656250 Penalty: 2685.499268
	Iteration 19Q: 3 clusters Score -523365.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -523370.031250 Penalty: 2685.499268
	Iteration 20F: 3 clusters Score -523370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -523372.906250 Penalty: 2685.499268
	Iteration 21Q: 3 clusters Score -523372.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -523374.187500 Penalty: 2685.499268
	Iteration 22Q: 3 clusters Score -523374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -523376.687500 Penalty: 2685.499268
	Iteration 23Q: 3 clusters Score -523376.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -523378.406250 Penalty: 2685.499268
	Iteration 24Q: 3 clusters Score -523378.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -523379.968750 Penalty: 2685.499268
	Iteration 25Q: 3 clusters Score -523380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -523381.937500 Penalty: 2685.499268
	Iteration 26Q: 3 clusters Score -523381.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -523382.125000 Penalty: 2685.499268
	Iteration 27Q: 3 clusters Score -523382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -523382.468750 Penalty: 2685.499268
	Iteration 28Q: 3 clusters Score -523382.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -523382.468750 Penalty: 2685.499268
	Iteration 29F: 3 clusters Score -523382.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (137721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137721 members 
Entering Unmasked Estep 
Score: -17471622.000000 Penalty: 1922.860107
	Iteration 0F: 2 clusters Score -1.747162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -17389366.000000 Penalty: 3845.720215
	Iteration 0F: 3 clusters Score -1.738937e+07 nChanged 66308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 70406 members 
Entering Unmasked Estep 
Score: -17428146.000000 Penalty: 3845.720215
	Iteration 1F: 3 clusters Score -1.742815e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -17429068.000000 Penalty: 3845.720215
	Iteration 2Q: 3 clusters Score -1.742907e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 72022 members 
Entering Unmasked Estep 
Score: -17430342.000000 Penalty: 3845.720215
	Iteration 3Q: 3 clusters Score -1.743034e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -17431712.000000 Penalty: 3845.720215
	Iteration 4Q: 3 clusters Score -1.743171e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -17433510.000000 Penalty: 3845.720215
	Iteration 5Q: 3 clusters Score -1.743351e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -17436006.000000 Penalty: 3845.720215
	Iteration 6Q: 3 clusters Score -1.743601e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 84579 members 
Entering Unmasked Estep 
Score: -17439634.000000 Penalty: 3845.720215
	Iteration 7F: 3 clusters Score -1.743963e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 91119 members 
Entering Unmasked Estep 
Score: -17444748.000000 Penalty: 3845.720215
	Iteration 8F: 3 clusters Score -1.744475e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 98316 members 
Entering Unmasked Estep 
Score: -17450520.000000 Penalty: 3845.720215
	Iteration 9F: 3 clusters Score -1.745052e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 105329 members 
Entering Unmasked Estep 
Score: -17456308.000000 Penalty: 3845.720215
	Iteration 10F: 3 clusters Score -1.745631e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 111366 members 
Entering Unmasked Estep 
Score: -17461344.000000 Penalty: 3845.720215
	Iteration 11Q: 3 clusters Score -1.746134e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 116500 members 
Entering Unmasked Estep 
Score: -17465042.000000 Penalty: 3845.720215
	Iteration 12Q: 3 clusters Score -1.746504e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 121098 members 
Entering Unmasked Estep 
Score: -17466990.000000 Penalty: 3845.720215
	Iteration 13Q: 3 clusters Score -1.746699e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 125086 members 
Entering Unmasked Estep 
Score: -17468096.000000 Penalty: 3845.720215
	Iteration 14Q: 3 clusters Score -1.74681e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 128356 members 
Entering Unmasked Estep 
Score: -17469034.000000 Penalty: 3845.720215
	Iteration 15Q: 3 clusters Score -1.746903e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 130996 members 
Entering Unmasked Estep 
Score: -17469642.000000 Penalty: 3845.720215
	Iteration 16Q: 3 clusters Score -1.746964e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 133098 members 
Entering Unmasked Estep 
Score: -17470140.000000 Penalty: 3845.720215
	Iteration 17Q: 3 clusters Score -1.747014e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 134591 members 
Entering Unmasked Estep 
Score: -17470302.000000 Penalty: 3845.720215
	Iteration 18Q: 3 clusters Score -1.74703e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 135574 members 
Entering Unmasked Estep 
Score: -17470274.000000 Penalty: 3845.720215
	Iteration 19Q: 3 clusters Score -1.747027e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 136216 members 
Entering Unmasked Estep 
Score: -17470340.000000 Penalty: 3845.720215
	Iteration 20F: 3 clusters Score -1.747034e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 136601 members 
Entering Unmasked Estep 
Score: -17470376.000000 Penalty: 3845.720215
	Iteration 21Q: 3 clusters Score -1.747038e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 136821 members 
Entering Unmasked Estep 
Score: -17470426.000000 Penalty: 3845.720215
	Iteration 22Q: 3 clusters Score -1.747043e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 136962 members 
Entering Unmasked Estep 
Score: -17470410.000000 Penalty: 3845.720215
	Iteration 23Q: 3 clusters Score -1.747041e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 137033 members 
Entering Unmasked Estep 
Score: -17470422.000000 Penalty: 3845.720215
	Iteration 24Q: 3 clusters Score -1.747042e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 137081 members 
Entering Unmasked Estep 
Score: -17470432.000000 Penalty: 3845.720215
	Iteration 25Q: 3 clusters Score -1.747043e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 137114 members 
Entering Unmasked Estep 
Score: -17470440.000000 Penalty: 3845.720215
	Iteration 26Q: 3 clusters Score -1.747044e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 137137 members 
Entering Unmasked Estep 
Score: -17470464.000000 Penalty: 3845.720215
	Iteration 27Q: 3 clusters Score -1.747046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 137152 members 
Entering Unmasked Estep 
Score: -17470468.000000 Penalty: 3845.720215
	Iteration 28Q: 3 clusters Score -1.747047e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 137173 members 
Entering Unmasked Estep 
Score: -17470458.000000 Penalty: 3845.720215
	Iteration 29Q: 3 clusters Score -1.747046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 137184 members 
Entering Unmasked Estep 
Score: -17470454.000000 Penalty: 3845.720215
	Iteration 30Q: 3 clusters Score -1.747045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 137200 members 
Entering Unmasked Estep 
Score: -17470466.000000 Penalty: 3845.720215
	Iteration 31Q: 3 clusters Score -1.747047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 137211 members 
Entering Unmasked Estep 
Score: -17470464.000000 Penalty: 3845.720215
	Iteration 32Q: 3 clusters Score -1.747046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 137220 members 
Entering Unmasked Estep 
Score: -17470460.000000 Penalty: 3845.720215
	Iteration 33Q: 3 clusters Score -1.747046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 137225 members 
Entering Unmasked Estep 
Score: -17470464.000000 Penalty: 3845.720215
	Iteration 34Q: 3 clusters Score -1.747046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 137228 members 
Entering Unmasked Estep 
Score: -17470476.000000 Penalty: 3845.720215
	Iteration 35Q: 3 clusters Score -1.747048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 137231 members 
Entering Unmasked Estep 
Score: -17470452.000000 Penalty: 3845.720215
	Iteration 36Q: 3 clusters Score -1.747045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 137233 members 
Entering Unmasked Estep 
Score: -17470458.000000 Penalty: 3845.720215
	Iteration 37Q: 3 clusters Score -1.747046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 137231 members 
Entering Unmasked Estep 
Score: -17470470.000000 Penalty: 3845.720215
	Iteration 38Q: 3 clusters Score -1.747047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 137235 members 
Entering Unmasked Estep 
Score: -17470460.000000 Penalty: 3845.720215
	Iteration 39Q: 3 clusters Score -1.747046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 137238 members 
Entering Unmasked Estep 
Score: -17470468.000000 Penalty: 3845.720215
	Iteration 40F: 3 clusters Score -1.747047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 137240 members 
Entering Unmasked Estep 
Score: -17470472.000000 Penalty: 3845.720215
	Iteration 41Q: 3 clusters Score -1.747047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 137242 members 
Entering Unmasked Estep 
Score: -17470458.000000 Penalty: 3845.720215
	Iteration 42Q: 3 clusters Score -1.747046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 137246 members 
Entering Unmasked Estep 
Score: -17470452.000000 Penalty: 3845.720215
	Iteration 43Q: 3 clusters Score -1.747045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 137248 members 
Entering Unmasked Estep 
Score: -17470446.000000 Penalty: 3845.720215
	Iteration 44Q: 3 clusters Score -1.747045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 137250 members 
Entering Unmasked Estep 
Score: -17470456.000000 Penalty: 3845.720215
	Iteration 45Q: 3 clusters Score -1.747046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 137253 members 
Entering Unmasked Estep 
Score: -17470440.000000 Penalty: 3845.720215
	Iteration 46Q: 3 clusters Score -1.747044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 137255 members 
Entering Unmasked Estep 
Score: -17470450.000000 Penalty: 3845.720215
	Iteration 47Q: 3 clusters Score -1.747045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 137255 members 
Entering Unmasked Estep 
Score: -17470454.000000 Penalty: 3845.720215
	Iteration 48Q: 3 clusters Score -1.747045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 137255 members 
Entering Unmasked Estep 
Score: -17470450.000000 Penalty: 3845.720215
	Iteration 49Q: 3 clusters Score -1.747045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 137257 members 
Entering Unmasked Estep 
Score: -17470458.000000 Penalty: 3845.720215
	Iteration 50Q: 3 clusters Score -1.747046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 137258 members 
Entering Unmasked Estep 
Score: -17470458.000000 Penalty: 3845.720215
	Iteration 51Q: 3 clusters Score -1.747046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 137257 members 
Entering Unmasked Estep 
Score: -17470458.000000 Penalty: 3845.720215
	Iteration 52Q: 3 clusters Score -1.747046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 137257 members 
Entering Unmasked Estep 
Score: -17470458.000000 Penalty: 3845.720215
	Iteration 53F: 3 clusters Score -1.747046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -10087.581055 Penalty: 815.307922
	Iteration 0F: 2 clusters Score -10087.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9545.715820 Penalty: 1630.615845
	Iteration 0F: 3 clusters Score -9545.716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9794.621094 Penalty: 1630.615845
	Iteration 1F: 3 clusters Score -9794.621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9930.127930 Penalty: 1630.615845
	Iteration 2F: 3 clusters Score -9930.128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9950.968750 Penalty: 1630.615845
	Iteration 3Q: 3 clusters Score -9950.969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9953.065430 Penalty: 1630.615845
	Iteration 4Q: 3 clusters Score -9953.065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9953.065430 Penalty: 1630.615845
	Iteration 5F: 3 clusters Score -9953.065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83347 members 
Mstep: Class 3 contains 26314 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10260 members 
Mstep: Class 6 contains 116930 members 
Mstep: Class 7 contains 5116 members 
Mstep: Class 8 contains 10729 members 
Mstep: Class 9 contains 118138 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13892 members 
Mstep: Class 13 contains 40298 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27967 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60078 members 
Mstep: Class 26 contains 41281 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23392 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 30935 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 137721 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959424.000000 Penalty: 77880.085938
Iteration 319Q: 36 clusters Score -1.089594e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83344 members 
Mstep: Class 3 contains 26314 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10261 members 
Mstep: Class 6 contains 116920 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 8 contains 10729 members 
Mstep: Class 9 contains 118146 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13892 members 
Mstep: Class 13 contains 40301 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27964 members 
Mstep: Class 17 contains 30993 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60077 members 
Mstep: Class 26 contains 41285 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23392 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 30938 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 137718 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959360.000000 Penalty: 77880.085938
Iteration 320F: 36 clusters Score -1.089594e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83343 members 
Mstep: Class 3 contains 26313 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10260 members 
Mstep: Class 6 contains 116907 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 10728 members 
Mstep: Class 9 contains 118157 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13893 members 
Mstep: Class 13 contains 40299 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27960 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60080 members 
Mstep: Class 26 contains 41293 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23393 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 30941 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 137711 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959352.000000 Penalty: 77880.085938
Iteration 321Q: 36 clusters Score -1.089594e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83342 members 
Mstep: Class 3 contains 26313 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10260 members 
Mstep: Class 6 contains 116902 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 10727 members 
Mstep: Class 9 contains 118157 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13894 members 
Mstep: Class 13 contains 40299 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60082 members 
Mstep: Class 26 contains 41297 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23394 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 30944 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 137711 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959376.000000 Penalty: 77880.085938
Iteration 322Q: 36 clusters Score -1.089594e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26313 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10261 members 
Mstep: Class 6 contains 116893 members 
Mstep: Class 7 contains 5124 members 
Mstep: Class 8 contains 10726 members 
Mstep: Class 9 contains 118161 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13893 members 
Mstep: Class 13 contains 40299 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27953 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60078 members 
Mstep: Class 26 contains 41306 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23396 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 30944 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 137713 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959416.000000 Penalty: 77880.085938
Iteration 323Q: 36 clusters Score -1.089594e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83337 members 
Mstep: Class 3 contains 26313 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10259 members 
Mstep: Class 6 contains 116882 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 8 contains 10728 members 
Mstep: Class 9 contains 118157 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13893 members 
Mstep: Class 13 contains 40299 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27951 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60079 members 
Mstep: Class 26 contains 41316 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23396 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 30946 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 137717 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959448.000000 Penalty: 77880.085938
Iteration 324Q: 36 clusters Score -1.089594e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26313 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10258 members 
Mstep: Class 6 contains 116878 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 8 contains 10729 members 
Mstep: Class 9 contains 118152 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13892 members 
Mstep: Class 13 contains 40300 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27949 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60081 members 
Mstep: Class 26 contains 41322 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23396 members 
Mstep: Class 30 contains 3895 members 
Mstep: Class 31 contains 30947 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 137717 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959424.000000 Penalty: 77880.085938
Iteration 325Q: 36 clusters Score -1.089594e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26313 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 116867 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 10730 members 
Mstep: Class 9 contains 118155 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13889 members 
Mstep: Class 13 contains 40300 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27947 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60087 members 
Mstep: Class 26 contains 41331 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23396 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30948 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 137715 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959432.000000 Penalty: 77880.085938
Iteration 326Q: 36 clusters Score -1.089594e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26312 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 116859 members 
Mstep: Class 7 contains 5127 members 
Mstep: Class 8 contains 10731 members 
Mstep: Class 9 contains 118163 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13889 members 
Mstep: Class 13 contains 40299 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27944 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60086 members 
Mstep: Class 26 contains 41338 members 
Mstep: Class 27 contains 10418 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23396 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30949 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 137711 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959384.000000 Penalty: 77880.085938
Iteration 327Q: 36 clusters Score -1.089594e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26312 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 116846 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10732 members 
Mstep: Class 9 contains 118171 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13888 members 
Mstep: Class 13 contains 40298 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27944 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60083 members 
Mstep: Class 26 contains 41346 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23396 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30951 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 137709 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959352.000000 Penalty: 77880.085938
Iteration 328Q: 36 clusters Score -1.089594e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26312 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 116842 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10732 members 
Mstep: Class 9 contains 118173 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13888 members 
Mstep: Class 13 contains 40298 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27944 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60081 members 
Mstep: Class 26 contains 41350 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23396 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30951 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 137709 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959320.000000 Penalty: 77880.085938
Iteration 329Q: 36 clusters Score -1.089593e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26313 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 116838 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10732 members 
Mstep: Class 9 contains 118175 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13888 members 
Mstep: Class 13 contains 40299 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27943 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60082 members 
Mstep: Class 26 contains 41351 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23396 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30950 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 137709 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959312.000000 Penalty: 77880.085938
Iteration 330Q: 36 clusters Score -1.089593e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26313 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 116834 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10732 members 
Mstep: Class 9 contains 118179 members 
Mstep: Class 10 contains 3265 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13887 members 
Mstep: Class 13 contains 40300 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27942 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60081 members 
Mstep: Class 26 contains 41352 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23396 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30950 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 137711 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959312.000000 Penalty: 77880.085938
Iteration 331Q: 36 clusters Score -1.089593e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26313 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 116821 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10732 members 
Mstep: Class 9 contains 118192 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13886 members 
Mstep: Class 13 contains 40300 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60082 members 
Mstep: Class 26 contains 41356 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23396 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30951 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 137710 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959424.000000 Penalty: 77880.085938
Iteration 332Q: 36 clusters Score -1.089594e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26313 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 116811 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10732 members 
Mstep: Class 9 contains 118205 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13885 members 
Mstep: Class 13 contains 40301 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27936 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60080 members 
Mstep: Class 26 contains 41358 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23396 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30951 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 137708 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959408.000000 Penalty: 77880.085938
Iteration 333Q: 36 clusters Score -1.089594e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26313 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 116803 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10732 members 
Mstep: Class 9 contains 118211 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13885 members 
Mstep: Class 13 contains 40301 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27933 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60079 members 
Mstep: Class 26 contains 41361 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23397 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30954 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3880 members 
Mstep: Class 34 contains 137707 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959408.000000 Penalty: 77880.085938
Iteration 334Q: 36 clusters Score -1.089594e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26312 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 116796 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10732 members 
Mstep: Class 9 contains 118214 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13885 members 
Mstep: Class 13 contains 40301 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27931 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60081 members 
Mstep: Class 26 contains 41364 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23398 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30954 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 137707 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959456.000000 Penalty: 77880.085938
Iteration 335Q: 36 clusters Score -1.089595e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26311 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 116792 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10733 members 
Mstep: Class 9 contains 118218 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13884 members 
Mstep: Class 13 contains 40302 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27929 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60082 members 
Mstep: Class 26 contains 41368 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30956 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 137701 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959504.000000 Penalty: 77880.085938
Iteration 336Q: 36 clusters Score -1.089595e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26311 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 116793 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10734 members 
Mstep: Class 9 contains 118221 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13883 members 
Mstep: Class 13 contains 40302 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27926 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60083 members 
Mstep: Class 26 contains 41370 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30954 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 137698 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959536.000000 Penalty: 77880.085938
Iteration 337Q: 36 clusters Score -1.089595e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116793 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10735 members 
Mstep: Class 9 contains 118226 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13882 members 
Mstep: Class 13 contains 40302 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27925 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60082 members 
Mstep: Class 26 contains 41375 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30950 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3884 members 
Mstep: Class 34 contains 137695 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959568.000000 Penalty: 77880.085938
Iteration 338Q: 36 clusters Score -1.089596e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 116788 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10736 members 
Mstep: Class 9 contains 118221 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13881 members 
Mstep: Class 13 contains 40302 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27923 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60083 members 
Mstep: Class 26 contains 41383 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30954 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3885 members 
Mstep: Class 34 contains 137694 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959528.000000 Penalty: 77880.085938
Iteration 339Q: 36 clusters Score -1.089595e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 116787 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10736 members 
Mstep: Class 9 contains 118217 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13880 members 
Mstep: Class 13 contains 40302 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27922 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60081 members 
Mstep: Class 26 contains 41393 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30953 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3887 members 
Mstep: Class 34 contains 137692 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959568.000000 Penalty: 77880.085938
Iteration 340F: 36 clusters Score -1.089596e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 116784 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 118217 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13880 members 
Mstep: Class 13 contains 40303 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27922 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60078 members 
Mstep: Class 26 contains 41399 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30954 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3888 members 
Mstep: Class 34 contains 137688 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959520.000000 Penalty: 77880.085938
Iteration 341Q: 36 clusters Score -1.089595e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 116779 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10736 members 
Mstep: Class 9 contains 118218 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13879 members 
Mstep: Class 13 contains 40305 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27922 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60079 members 
Mstep: Class 26 contains 41401 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30955 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137687 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959528.000000 Penalty: 77880.085938
Iteration 342Q: 36 clusters Score -1.089595e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 116776 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10736 members 
Mstep: Class 9 contains 118214 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13879 members 
Mstep: Class 13 contains 40305 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27922 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60078 members 
Mstep: Class 26 contains 41409 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30957 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137685 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959488.000000 Penalty: 77880.085938
Iteration 343Q: 36 clusters Score -1.089595e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 116772 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10736 members 
Mstep: Class 9 contains 118209 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 40305 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27922 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60078 members 
Mstep: Class 26 contains 41420 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30957 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137684 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959496.000000 Penalty: 77880.085938
Iteration 344Q: 36 clusters Score -1.089595e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 116773 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 118200 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 40306 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27921 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60078 members 
Mstep: Class 26 contains 41428 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30959 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137681 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959528.000000 Penalty: 77880.085938
Iteration 345Q: 36 clusters Score -1.089595e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 116771 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 118197 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 40307 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27920 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60077 members 
Mstep: Class 26 contains 41438 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30958 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137679 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959560.000000 Penalty: 77880.085938
Iteration 346Q: 36 clusters Score -1.089596e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 116771 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 118189 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 40307 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27920 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60079 members 
Mstep: Class 26 contains 41446 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30959 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137677 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959536.000000 Penalty: 77880.085938
Iteration 347Q: 36 clusters Score -1.089595e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 116770 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 118185 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 40307 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27918 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60077 members 
Mstep: Class 26 contains 41455 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30960 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137676 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959536.000000 Penalty: 77880.085938
Iteration 348Q: 36 clusters Score -1.089595e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 116768 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 118178 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 40307 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27917 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60077 members 
Mstep: Class 26 contains 41465 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30962 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137674 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959528.000000 Penalty: 77880.085938
Iteration 349Q: 36 clusters Score -1.089595e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 116766 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 118170 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13879 members 
Mstep: Class 13 contains 40307 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27916 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60076 members 
Mstep: Class 26 contains 41477 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30962 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137673 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959552.000000 Penalty: 77880.085938
Iteration 350Q: 36 clusters Score -1.089596e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 116761 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 118167 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13880 members 
Mstep: Class 13 contains 40307 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27913 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60077 members 
Mstep: Class 26 contains 41487 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30962 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137672 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959560.000000 Penalty: 77880.085938
Iteration 351Q: 36 clusters Score -1.089596e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 116757 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 118163 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13879 members 
Mstep: Class 13 contains 40307 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27913 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60078 members 
Mstep: Class 26 contains 41495 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30962 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137672 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959512.000000 Penalty: 77880.085938
Iteration 352Q: 36 clusters Score -1.089595e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 116752 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10738 members 
Mstep: Class 9 contains 118156 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13880 members 
Mstep: Class 13 contains 40307 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27912 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60077 members 
Mstep: Class 26 contains 41506 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30962 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137673 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959504.000000 Penalty: 77880.085938
Iteration 353Q: 36 clusters Score -1.089595e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26309 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 116747 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10740 members 
Mstep: Class 9 contains 118151 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13879 members 
Mstep: Class 13 contains 40308 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27912 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60076 members 
Mstep: Class 26 contains 41514 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30962 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137675 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959544.000000 Penalty: 77880.085938
Iteration 354Q: 36 clusters Score -1.089595e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116742 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10740 members 
Mstep: Class 9 contains 118146 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13879 members 
Mstep: Class 13 contains 40310 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27911 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 60075 members 
Mstep: Class 26 contains 41523 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30963 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137676 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959632.000000 Penalty: 77880.085938
Iteration 355Q: 36 clusters Score -1.089596e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83337 members 
Mstep: Class 3 contains 26306 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116734 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10740 members 
Mstep: Class 9 contains 118141 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 40310 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27911 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60075 members 
Mstep: Class 26 contains 41535 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23400 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30966 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137676 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959656.000000 Penalty: 77880.085938
Iteration 356Q: 36 clusters Score -1.089597e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83337 members 
Mstep: Class 3 contains 26307 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116729 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10740 members 
Mstep: Class 9 contains 118134 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13877 members 
Mstep: Class 13 contains 40311 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27911 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60076 members 
Mstep: Class 26 contains 41546 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23400 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 30969 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137672 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959592.000000 Penalty: 77880.085938
Iteration 357Q: 36 clusters Score -1.089596e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83337 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116725 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10742 members 
Mstep: Class 9 contains 118120 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13876 members 
Mstep: Class 13 contains 40309 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27911 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60081 members 
Mstep: Class 26 contains 41555 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23400 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30973 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137671 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959600.000000 Penalty: 77880.085938
Iteration 358Q: 36 clusters Score -1.089596e+08 nChanged 38
Entering ConstructFrom: 
Score: -108959600.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (6654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Entering Unmasked Estep 
Score: -836043.375000 Penalty: 1430.483276
	Iteration 0F: 2 clusters Score -836043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -831029.125000 Penalty: 2860.966553
	Iteration 0F: 3 clusters Score -831029.1 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -832597.187500 Penalty: 2860.966553
	Iteration 1F: 3 clusters Score -832597.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -832840.437500 Penalty: 2860.966553
	Iteration 2F: 3 clusters Score -832840.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -833097.937500 Penalty: 2860.966553
	Iteration 3F: 3 clusters Score -833097.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -833350.625000 Penalty: 2860.966553
	Iteration 4F: 3 clusters Score -833350.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -833620.500000 Penalty: 2860.966553
	Iteration 5F: 3 clusters Score -833620.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -833838.875000 Penalty: 2860.966553
	Iteration 6F: 3 clusters Score -833838.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -834014.500000 Penalty: 2860.966553
	Iteration 7Q: 3 clusters Score -834014.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -834135.687500 Penalty: 2860.966553
	Iteration 8Q: 3 clusters Score -834135.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -834213.625000 Penalty: 2860.966553
	Iteration 9Q: 3 clusters Score -834213.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -834267.937500 Penalty: 2860.966553
	Iteration 10Q: 3 clusters Score -834267.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -834303.312500 Penalty: 2860.966553
	Iteration 11Q: 3 clusters Score -834303.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -834342.750000 Penalty: 2860.966553
	Iteration 12Q: 3 clusters Score -834342.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -834375.500000 Penalty: 2860.966553
	Iteration 13Q: 3 clusters Score -834375.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -834399.187500 Penalty: 2860.966553
	Iteration 14Q: 3 clusters Score -834399.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -834411.625000 Penalty: 2860.966553
	Iteration 15Q: 3 clusters Score -834411.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -834421.500000 Penalty: 2860.966553
	Iteration 16Q: 3 clusters Score -834421.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -834427.187500 Penalty: 2860.966553
	Iteration 17Q: 3 clusters Score -834427.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -834432.500000 Penalty: 2860.966553
	Iteration 18Q: 3 clusters Score -834432.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -834432.875000 Penalty: 2860.966553
	Iteration 19Q: 3 clusters Score -834432.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -834438.000000 Penalty: 2860.966553
	Iteration 20F: 3 clusters Score -834438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -834442.687500 Penalty: 2860.966553
	Iteration 21Q: 3 clusters Score -834442.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -834441.750000 Penalty: 2860.966553
	Iteration 22Q: 3 clusters Score -834441.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -834442.437500 Penalty: 2860.966553
	Iteration 23Q: 3 clusters Score -834442.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -834444.937500 Penalty: 2860.966553
	Iteration 24Q: 3 clusters Score -834444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -834444.375000 Penalty: 2860.966553
	Iteration 25Q: 3 clusters Score -834444.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -834446.500000 Penalty: 2860.966553
	Iteration 26Q: 3 clusters Score -834446.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -834446.312500 Penalty: 2860.966553
	Iteration 27Q: 3 clusters Score -834446.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -834448.187500 Penalty: 2860.966553
	Iteration 28Q: 3 clusters Score -834448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -834447.437500 Penalty: 2860.966553
	Iteration 29Q: 3 clusters Score -834447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -834448.375000 Penalty: 2860.966553
	Iteration 30Q: 3 clusters Score -834448.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -834447.187500 Penalty: 2860.966553
	Iteration 31Q: 3 clusters Score -834447.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -834447.187500 Penalty: 2860.966553
	Iteration 32F: 3 clusters Score -834447.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Entering Unmasked Estep 
Score: -10681468.000000 Penalty: 1841.228394
	Iteration 0F: 2 clusters Score -1.068147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -10626415.000000 Penalty: 3682.456787
	Iteration 0F: 3 clusters Score -1.062642e+07 nChanged 39836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -10649449.000000 Penalty: 3682.456787
	Iteration 1F: 3 clusters Score -1.064945e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -10650054.000000 Penalty: 3682.456787
	Iteration 2Q: 3 clusters Score -1.065005e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -10650700.000000 Penalty: 3682.456787
	Iteration 3Q: 3 clusters Score -1.06507e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -10651523.000000 Penalty: 3682.456787
	Iteration 4Q: 3 clusters Score -1.065152e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -10652651.000000 Penalty: 3682.456787
	Iteration 5Q: 3 clusters Score -1.065265e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -10654329.000000 Penalty: 3682.456787
	Iteration 6Q: 3 clusters Score -1.065433e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -10656881.000000 Penalty: 3682.456787
	Iteration 7F: 3 clusters Score -1.065688e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 61209 members 
Entering Unmasked Estep 
Score: -10660783.000000 Penalty: 3682.456787
	Iteration 8F: 3 clusters Score -1.066078e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -10666124.000000 Penalty: 3682.456787
	Iteration 9F: 3 clusters Score -1.066612e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -10671637.000000 Penalty: 3682.456787
	Iteration 10F: 3 clusters Score -1.067164e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -10675864.000000 Penalty: 3682.456787
	Iteration 11F: 3 clusters Score -1.067586e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 81254 members 
Entering Unmasked Estep 
Score: -10678221.000000 Penalty: 3682.456787
	Iteration 12Q: 3 clusters Score -1.067822e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 82413 members 
Entering Unmasked Estep 
Score: -10679254.000000 Penalty: 3682.456787
	Iteration 13Q: 3 clusters Score -1.067925e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 82812 members 
Entering Unmasked Estep 
Score: -10679582.000000 Penalty: 3682.456787
	Iteration 14Q: 3 clusters Score -1.067958e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -10679710.000000 Penalty: 3682.456787
	Iteration 15Q: 3 clusters Score -1.067971e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -10679761.000000 Penalty: 3682.456787
	Iteration 16Q: 3 clusters Score -1.067976e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 83016 members 
Entering Unmasked Estep 
Score: -10679813.000000 Penalty: 3682.456787
	Iteration 17Q: 3 clusters Score -1.067981e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -10679839.000000 Penalty: 3682.456787
	Iteration 18Q: 3 clusters Score -1.067984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 83040 members 
Entering Unmasked Estep 
Score: -10679864.000000 Penalty: 3682.456787
	Iteration 19Q: 3 clusters Score -1.067986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 83048 members 
Entering Unmasked Estep 
Score: -10679882.000000 Penalty: 3682.456787
	Iteration 20F: 3 clusters Score -1.067988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 83052 members 
Entering Unmasked Estep 
Score: -10679890.000000 Penalty: 3682.456787
	Iteration 21Q: 3 clusters Score -1.067989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 83055 members 
Entering Unmasked Estep 
Score: -10679903.000000 Penalty: 3682.456787
	Iteration 22Q: 3 clusters Score -1.06799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -10679914.000000 Penalty: 3682.456787
	Iteration 23Q: 3 clusters Score -1.067991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 83060 members 
Entering Unmasked Estep 
Score: -10679917.000000 Penalty: 3682.456787
	Iteration 24Q: 3 clusters Score -1.067992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 83061 members 
Entering Unmasked Estep 
Score: -10679918.000000 Penalty: 3682.456787
	Iteration 25Q: 3 clusters Score -1.067992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -10679915.000000 Penalty: 3682.456787
	Iteration 26Q: 3 clusters Score -1.067992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -10679919.000000 Penalty: 3682.456787
	Iteration 27Q: 3 clusters Score -1.067992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -10679916.000000 Penalty: 3682.456787
	Iteration 28Q: 3 clusters Score -1.067992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -10679916.000000 Penalty: 3682.456787
	Iteration 29Q: 3 clusters Score -1.067992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -10679925.000000 Penalty: 3682.456787
	Iteration 30Q: 3 clusters Score -1.067992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -10679924.000000 Penalty: 3682.456787
	Iteration 31Q: 3 clusters Score -1.067992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -10679928.000000 Penalty: 3682.456787
	Iteration 32Q: 3 clusters Score -1.067993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -10679929.000000 Penalty: 3682.456787
	Iteration 33Q: 3 clusters Score -1.067993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -10679929.000000 Penalty: 3682.456787
	Iteration 34F: 3 clusters Score -1.067993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Entering Unmasked Estep 
Score: -3353124.250000 Penalty: 1653.870850
	Iteration 0F: 2 clusters Score -3353124 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 13205 members 
Entering Unmasked Estep 
Score: -3335299.250000 Penalty: 3307.741699
	Iteration 0F: 3 clusters Score -3335299 nChanged 12058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3341947.750000 Penalty: 3307.741699
	Iteration 1F: 3 clusters Score -3341948 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3342350.500000 Penalty: 3307.741699
	Iteration 2Q: 3 clusters Score -3342350 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3342764.750000 Penalty: 3307.741699
	Iteration 3Q: 3 clusters Score -3342765 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3343294.500000 Penalty: 3307.741699
	Iteration 4Q: 3 clusters Score -3343294 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -3343923.000000 Penalty: 3307.741699
	Iteration 5Q: 3 clusters Score -3343923 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -3344781.750000 Penalty: 3307.741699
	Iteration 6F: 3 clusters Score -3344782 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3345985.750000 Penalty: 3307.741699
	Iteration 7F: 3 clusters Score -3345986 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -3347331.000000 Penalty: 3307.741699
	Iteration 8F: 3 clusters Score -3347331 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3348640.750000 Penalty: 3307.741699
	Iteration 9F: 3 clusters Score -3348641 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -3349680.250000 Penalty: 3307.741699
	Iteration 10Q: 3 clusters Score -3349680 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -3350425.500000 Penalty: 3307.741699
	Iteration 11Q: 3 clusters Score -3350426 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3350903.000000 Penalty: 3307.741699
	Iteration 12Q: 3 clusters Score -3350903 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3351211.750000 Penalty: 3307.741699
	Iteration 13Q: 3 clusters Score -3351212 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3351382.500000 Penalty: 3307.741699
	Iteration 14Q: 3 clusters Score -3351382 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3351505.500000 Penalty: 3307.741699
	Iteration 15Q: 3 clusters Score -3351506 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3351603.750000 Penalty: 3307.741699
	Iteration 16Q: 3 clusters Score -3351604 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3351670.750000 Penalty: 3307.741699
	Iteration 17Q: 3 clusters Score -3351671 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3351718.500000 Penalty: 3307.741699
	Iteration 18Q: 3 clusters Score -3351718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -3351737.500000 Penalty: 3307.741699
	Iteration 19Q: 3 clusters Score -3351738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -3351752.750000 Penalty: 3307.741699
	Iteration 20F: 3 clusters Score -3351753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3351759.000000 Penalty: 3307.741699
	Iteration 21Q: 3 clusters Score -3351759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3351758.750000 Penalty: 3307.741699
	Iteration 22Q: 3 clusters Score -3351759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3351767.250000 Penalty: 3307.741699
	Iteration 23Q: 3 clusters Score -3351767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3351776.000000 Penalty: 3307.741699
	Iteration 24Q: 3 clusters Score -3351776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -3351784.250000 Penalty: 3307.741699
	Iteration 25Q: 3 clusters Score -3351784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3351783.000000 Penalty: 3307.741699
	Iteration 26Q: 3 clusters Score -3351783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3351787.500000 Penalty: 3307.741699
	Iteration 27Q: 3 clusters Score -3351788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3351787.750000 Penalty: 3307.741699
	Iteration 28Q: 3 clusters Score -3351788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3351797.000000 Penalty: 3307.741699
	Iteration 29Q: 3 clusters Score -3351797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3351797.750000 Penalty: 3307.741699
	Iteration 30Q: 3 clusters Score -3351798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -3351801.500000 Penalty: 3307.741699
	Iteration 31Q: 3 clusters Score -3351802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3351805.250000 Penalty: 3307.741699
	Iteration 32Q: 3 clusters Score -3351805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3351810.250000 Penalty: 3307.741699
	Iteration 33Q: 3 clusters Score -3351810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3351810.250000 Penalty: 3307.741699
	Iteration 34Q: 3 clusters Score -3351810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3351808.500000 Penalty: 3307.741699
	Iteration 35Q: 3 clusters Score -3351808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3351808.500000 Penalty: 3307.741699
	Iteration 36F: 3 clusters Score -3351808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -166987.000000 Penalty: 1175.319214
	Iteration 0F: 2 clusters Score -166987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -165306.125000 Penalty: 2350.638428
	Iteration 0F: 3 clusters Score -165306.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -165643.312500 Penalty: 2350.638428
	Iteration 1F: 3 clusters Score -165643.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -165724.296875 Penalty: 2350.638428
	Iteration 2F: 3 clusters Score -165724.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -165765.515625 Penalty: 2350.638428
	Iteration 3Q: 3 clusters Score -165765.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -165787.531250 Penalty: 2350.638428
	Iteration 4Q: 3 clusters Score -165787.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -165815.250000 Penalty: 2350.638428
	Iteration 5Q: 3 clusters Score -165815.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -165844.218750 Penalty: 2350.638428
	Iteration 6Q: 3 clusters Score -165844.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -165857.859375 Penalty: 2350.638428
	Iteration 7Q: 3 clusters Score -165857.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -165869.546875 Penalty: 2350.638428
	Iteration 8Q: 3 clusters Score -165869.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -165876.203125 Penalty: 2350.638428
	Iteration 9Q: 3 clusters Score -165876.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -165879.843750 Penalty: 2350.638428
	Iteration 10Q: 3 clusters Score -165879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -165882.531250 Penalty: 2350.638428
	Iteration 11Q: 3 clusters Score -165882.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -165884.562500 Penalty: 2350.638428
	Iteration 12Q: 3 clusters Score -165884.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -165885.171875 Penalty: 2350.638428
	Iteration 13Q: 3 clusters Score -165885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -165886.218750 Penalty: 2350.638428
	Iteration 14Q: 3 clusters Score -165886.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -165887.812500 Penalty: 2350.638428
	Iteration 15Q: 3 clusters Score -165887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -165887.671875 Penalty: 2350.638428
	Iteration 16Q: 3 clusters Score -165887.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -165887.937500 Penalty: 2350.638428
	Iteration 17Q: 3 clusters Score -165887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -165888.468750 Penalty: 2350.638428
	Iteration 18Q: 3 clusters Score -165888.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -165889.562500 Penalty: 2350.638428
	Iteration 19Q: 3 clusters Score -165889.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -165889.562500 Penalty: 2350.638428
	Iteration 20F: 3 clusters Score -165889.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Entering Unmasked Estep 
Score: -1247322.875000 Penalty: 1500.772095
	Iteration 0F: 2 clusters Score -1247323 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 5177 members 
Entering Unmasked Estep 
Score: -1239946.250000 Penalty: 3001.544189
	Iteration 0F: 3 clusters Score -1239946 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1242296.625000 Penalty: 3001.544189
	Iteration 1F: 3 clusters Score -1242297 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1242601.625000 Penalty: 3001.544189
	Iteration 2F: 3 clusters Score -1242602 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1242881.500000 Penalty: 3001.544189
	Iteration 3F: 3 clusters Score -1242882 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1243162.250000 Penalty: 3001.544189
	Iteration 4F: 3 clusters Score -1243162 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1243488.000000 Penalty: 3001.544189
	Iteration 5F: 3 clusters Score -1243488 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1243868.000000 Penalty: 3001.544189
	Iteration 6F: 3 clusters Score -1243868 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1244252.625000 Penalty: 3001.544189
	Iteration 7F: 3 clusters Score -1244253 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1244630.250000 Penalty: 3001.544189
	Iteration 8Q: 3 clusters Score -1244630 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1245003.125000 Penalty: 3001.544189
	Iteration 9Q: 3 clusters Score -1245003 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1245331.125000 Penalty: 3001.544189
	Iteration 10Q: 3 clusters Score -1245331 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1245575.375000 Penalty: 3001.544189
	Iteration 11Q: 3 clusters Score -1245575 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1245746.875000 Penalty: 3001.544189
	Iteration 12Q: 3 clusters Score -1245747 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1245888.875000 Penalty: 3001.544189
	Iteration 13Q: 3 clusters Score -1245889 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1245956.750000 Penalty: 3001.544189
	Iteration 14Q: 3 clusters Score -1245957 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1246020.250000 Penalty: 3001.544189
	Iteration 15Q: 3 clusters Score -1246020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1246067.750000 Penalty: 3001.544189
	Iteration 16Q: 3 clusters Score -1246068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1246086.375000 Penalty: 3001.544189
	Iteration 17Q: 3 clusters Score -1246086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1246112.625000 Penalty: 3001.544189
	Iteration 18Q: 3 clusters Score -1246113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1246134.375000 Penalty: 3001.544189
	Iteration 19Q: 3 clusters Score -1246134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1246147.000000 Penalty: 3001.544189
	Iteration 20F: 3 clusters Score -1246147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1246154.625000 Penalty: 3001.544189
	Iteration 21Q: 3 clusters Score -1246155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1246162.000000 Penalty: 3001.544189
	Iteration 22Q: 3 clusters Score -1246162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1246170.250000 Penalty: 3001.544189
	Iteration 23Q: 3 clusters Score -1246170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1246176.125000 Penalty: 3001.544189
	Iteration 24Q: 3 clusters Score -1246176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1246180.125000 Penalty: 3001.544189
	Iteration 25Q: 3 clusters Score -1246180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1246189.875000 Penalty: 3001.544189
	Iteration 26Q: 3 clusters Score -1246190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1246192.125000 Penalty: 3001.544189
	Iteration 27Q: 3 clusters Score -1246192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1246192.250000 Penalty: 3001.544189
	Iteration 28Q: 3 clusters Score -1246192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1246192.375000 Penalty: 3001.544189
	Iteration 29Q: 3 clusters Score -1246192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1246193.250000 Penalty: 3001.544189
	Iteration 30Q: 3 clusters Score -1246193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1246193.750000 Penalty: 3001.544189
	Iteration 31Q: 3 clusters Score -1246194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1246193.750000 Penalty: 3001.544189
	Iteration 32F: 3 clusters Score -1246194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (116723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116723 members 
Entering Unmasked Estep 
Score: -14919033.000000 Penalty: 1895.978271
	Iteration 0F: 2 clusters Score -1.491903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -14841824.000000 Penalty: 3791.956543
	Iteration 0F: 3 clusters Score -1.484182e+07 nChanged 55939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -14874609.000000 Penalty: 3791.956543
	Iteration 1F: 3 clusters Score -1.487461e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -14875331.000000 Penalty: 3791.956543
	Iteration 2Q: 3 clusters Score -1.487533e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -14876040.000000 Penalty: 3791.956543
	Iteration 3Q: 3 clusters Score -1.487604e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -14876931.000000 Penalty: 3791.956543
	Iteration 4Q: 3 clusters Score -1.487693e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -14878275.000000 Penalty: 3791.956543
	Iteration 5Q: 3 clusters Score -1.487828e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66926 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -14880083.000000 Penalty: 3791.956543
	Iteration 6Q: 3 clusters Score -1.488008e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -14882684.000000 Penalty: 3791.956543
	Iteration 7Q: 3 clusters Score -1.488268e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75281 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -14886178.000000 Penalty: 3791.956543
	Iteration 8F: 3 clusters Score -1.488618e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80714 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -14890095.000000 Penalty: 3791.956543
	Iteration 9F: 3 clusters Score -1.48901e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -14894301.000000 Penalty: 3791.956543
	Iteration 10F: 3 clusters Score -1.48943e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -14897960.000000 Penalty: 3791.956543
	Iteration 11Q: 3 clusters Score -1.489796e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96465 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -14901222.000000 Penalty: 3791.956543
	Iteration 12Q: 3 clusters Score -1.490122e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100598 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -14904056.000000 Penalty: 3791.956543
	Iteration 13Q: 3 clusters Score -1.490406e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104100 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -14906539.000000 Penalty: 3791.956543
	Iteration 14Q: 3 clusters Score -1.490654e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106949 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -14908592.000000 Penalty: 3791.956543
	Iteration 15Q: 3 clusters Score -1.490859e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109328 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -14910505.000000 Penalty: 3791.956543
	Iteration 16Q: 3 clusters Score -1.49105e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111308 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -14912638.000000 Penalty: 3791.956543
	Iteration 17Q: 3 clusters Score -1.491264e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112979 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -14914377.000000 Penalty: 3791.956543
	Iteration 18Q: 3 clusters Score -1.491438e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114235 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -14915581.000000 Penalty: 3791.956543
	Iteration 19Q: 3 clusters Score -1.491558e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115100 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -14916308.000000 Penalty: 3791.956543
	Iteration 20F: 3 clusters Score -1.491631e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115627 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -14916732.000000 Penalty: 3791.956543
	Iteration 21Q: 3 clusters Score -1.491673e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115915 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -14917003.000000 Penalty: 3791.956543
	Iteration 22Q: 3 clusters Score -1.4917e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116086 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -14917155.000000 Penalty: 3791.956543
	Iteration 23Q: 3 clusters Score -1.491716e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116178 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -14917209.000000 Penalty: 3791.956543
	Iteration 24Q: 3 clusters Score -1.491721e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116231 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -14917249.000000 Penalty: 3791.956543
	Iteration 25Q: 3 clusters Score -1.491725e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116266 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -14917291.000000 Penalty: 3791.956543
	Iteration 26Q: 3 clusters Score -1.491729e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116293 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -14917293.000000 Penalty: 3791.956543
	Iteration 27Q: 3 clusters Score -1.491729e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116315 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -14917308.000000 Penalty: 3791.956543
	Iteration 28Q: 3 clusters Score -1.491731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116327 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -14917325.000000 Penalty: 3791.956543
	Iteration 29Q: 3 clusters Score -1.491732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116336 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -14917338.000000 Penalty: 3791.956543
	Iteration 30Q: 3 clusters Score -1.491734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116343 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -14917339.000000 Penalty: 3791.956543
	Iteration 31Q: 3 clusters Score -1.491734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116351 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -14917361.000000 Penalty: 3791.956543
	Iteration 32Q: 3 clusters Score -1.491736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116357 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -14917362.000000 Penalty: 3791.956543
	Iteration 33Q: 3 clusters Score -1.491736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116360 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -14917366.000000 Penalty: 3791.956543
	Iteration 34Q: 3 clusters Score -1.491737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116365 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -14917364.000000 Penalty: 3791.956543
	Iteration 35Q: 3 clusters Score -1.491736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116366 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -14917368.000000 Penalty: 3791.956543
	Iteration 36Q: 3 clusters Score -1.491737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116368 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -14917370.000000 Penalty: 3791.956543
	Iteration 37Q: 3 clusters Score -1.491737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116367 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -14917372.000000 Penalty: 3791.956543
	Iteration 38Q: 3 clusters Score -1.491737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116367 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -14917376.000000 Penalty: 3791.956543
	Iteration 39Q: 3 clusters Score -1.491738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116369 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -14917379.000000 Penalty: 3791.956543
	Iteration 40F: 3 clusters Score -1.491738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116371 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -14917384.000000 Penalty: 3791.956543
	Iteration 41Q: 3 clusters Score -1.491738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116371 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -14917398.000000 Penalty: 3791.956543
	Iteration 42Q: 3 clusters Score -1.49174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116374 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14917394.000000 Penalty: 3791.956543
	Iteration 43Q: 3 clusters Score -1.491739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116374 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14917389.000000 Penalty: 3791.956543
	Iteration 44Q: 3 clusters Score -1.491739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116375 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14917384.000000 Penalty: 3791.956543
	Iteration 45Q: 3 clusters Score -1.491738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116376 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -14917385.000000 Penalty: 3791.956543
	Iteration 46Q: 3 clusters Score -1.491738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116376 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -14917385.000000 Penalty: 3791.956543
	Iteration 47F: 3 clusters Score -1.491738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Entering Unmasked Estep 
Score: -586026.000000 Penalty: 1388.183350
	Iteration 0F: 2 clusters Score -586026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -581964.937500 Penalty: 2776.366699
	Iteration 0F: 3 clusters Score -581964.9 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -583196.687500 Penalty: 2776.366699
	Iteration 1F: 3 clusters Score -583196.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -583456.187500 Penalty: 2776.366699
	Iteration 2F: 3 clusters Score -583456.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -583687.875000 Penalty: 2776.366699
	Iteration 3F: 3 clusters Score -583687.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -583920.500000 Penalty: 2776.366699
	Iteration 4F: 3 clusters Score -583920.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -584116.375000 Penalty: 2776.366699
	Iteration 5F: 3 clusters Score -584116.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -584283.125000 Penalty: 2776.366699
	Iteration 6Q: 3 clusters Score -584283.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -584457.625000 Penalty: 2776.366699
	Iteration 7Q: 3 clusters Score -584457.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -584619.812500 Penalty: 2776.366699
	Iteration 8Q: 3 clusters Score -584619.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -584792.937500 Penalty: 2776.366699
	Iteration 9Q: 3 clusters Score -584792.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -584961.375000 Penalty: 2776.366699
	Iteration 10Q: 3 clusters Score -584961.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -585115.062500 Penalty: 2776.366699
	Iteration 11Q: 3 clusters Score -585115.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -585254.125000 Penalty: 2776.366699
	Iteration 12Q: 3 clusters Score -585254.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -585364.000000 Penalty: 2776.366699
	Iteration 13Q: 3 clusters Score -585364 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -585446.437500 Penalty: 2776.366699
	Iteration 14Q: 3 clusters Score -585446.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -585509.062500 Penalty: 2776.366699
	Iteration 15Q: 3 clusters Score -585509.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -585547.875000 Penalty: 2776.366699
	Iteration 16Q: 3 clusters Score -585547.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -585573.812500 Penalty: 2776.366699
	Iteration 17Q: 3 clusters Score -585573.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -585597.562500 Penalty: 2776.366699
	Iteration 18Q: 3 clusters Score -585597.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -585624.375000 Penalty: 2776.366699
	Iteration 19Q: 3 clusters Score -585624.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -585648.500000 Penalty: 2776.366699
	Iteration 20F: 3 clusters Score -585648.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -585669.250000 Penalty: 2776.366699
	Iteration 21Q: 3 clusters Score -585669.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -585687.750000 Penalty: 2776.366699
	Iteration 22Q: 3 clusters Score -585687.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -585708.375000 Penalty: 2776.366699
	Iteration 23Q: 3 clusters Score -585708.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -585727.000000 Penalty: 2776.366699
	Iteration 24Q: 3 clusters Score -585727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -585748.062500 Penalty: 2776.366699
	Iteration 25Q: 3 clusters Score -585748.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -585764.312500 Penalty: 2776.366699
	Iteration 26Q: 3 clusters Score -585764.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -585784.437500 Penalty: 2776.366699
	Iteration 27Q: 3 clusters Score -585784.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -585806.687500 Penalty: 2776.366699
	Iteration 28Q: 3 clusters Score -585806.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -585823.312500 Penalty: 2776.366699
	Iteration 29Q: 3 clusters Score -585823.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -585838.875000 Penalty: 2776.366699
	Iteration 30Q: 3 clusters Score -585838.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -585849.437500 Penalty: 2776.366699
	Iteration 31Q: 3 clusters Score -585849.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -585861.312500 Penalty: 2776.366699
	Iteration 32Q: 3 clusters Score -585861.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -585873.125000 Penalty: 2776.366699
	Iteration 33Q: 3 clusters Score -585873.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -585881.937500 Penalty: 2776.366699
	Iteration 34Q: 3 clusters Score -585881.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -585888.250000 Penalty: 2776.366699
	Iteration 35Q: 3 clusters Score -585888.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -585894.437500 Penalty: 2776.366699
	Iteration 36Q: 3 clusters Score -585894.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -585899.687500 Penalty: 2776.366699
	Iteration 37Q: 3 clusters Score -585899.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -585906.937500 Penalty: 2776.366699
	Iteration 38Q: 3 clusters Score -585906.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -585913.375000 Penalty: 2776.366699
	Iteration 39Q: 3 clusters Score -585913.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -585922.625000 Penalty: 2776.366699
	Iteration 40F: 3 clusters Score -585922.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -585929.562500 Penalty: 2776.366699
	Iteration 41Q: 3 clusters Score -585929.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -585937.125000 Penalty: 2776.366699
	Iteration 42Q: 3 clusters Score -585937.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -585942.375000 Penalty: 2776.366699
	Iteration 43Q: 3 clusters Score -585942.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -585945.125000 Penalty: 2776.366699
	Iteration 44Q: 3 clusters Score -585945.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -585953.625000 Penalty: 2776.366699
	Iteration 45Q: 3 clusters Score -585953.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -585955.187500 Penalty: 2776.366699
	Iteration 46Q: 3 clusters Score -585955.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -585958.500000 Penalty: 2776.366699
	Iteration 47Q: 3 clusters Score -585958.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -585960.187500 Penalty: 2776.366699
	Iteration 48Q: 3 clusters Score -585960.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -585961.937500 Penalty: 2776.366699
	Iteration 49Q: 3 clusters Score -585961.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -585964.625000 Penalty: 2776.366699
	Iteration 50Q: 3 clusters Score -585964.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -585966.125000 Penalty: 2776.366699
	Iteration 51Q: 3 clusters Score -585966.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -585966.437500 Penalty: 2776.366699
	Iteration 52Q: 3 clusters Score -585966.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -585968.250000 Penalty: 2776.366699
	Iteration 53Q: 3 clusters Score -585968.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -585968.937500 Penalty: 2776.366699
	Iteration 54Q: 3 clusters Score -585968.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -585970.437500 Penalty: 2776.366699
	Iteration 55Q: 3 clusters Score -585970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -585971.437500 Penalty: 2776.366699
	Iteration 56Q: 3 clusters Score -585971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -585973.437500 Penalty: 2776.366699
	Iteration 57Q: 3 clusters Score -585973.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -585973.437500 Penalty: 2776.366699
	Iteration 58Q: 3 clusters Score -585973.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -585972.875000 Penalty: 2776.366699
	Iteration 59Q: 3 clusters Score -585972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -585974.312500 Penalty: 2776.366699
	Iteration 60F: 3 clusters Score -585974.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -585975.750000 Penalty: 2776.366699
	Iteration 61Q: 3 clusters Score -585975.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -585976.375000 Penalty: 2776.366699
	Iteration 62Q: 3 clusters Score -585976.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -585978.937500 Penalty: 2776.366699
	Iteration 63Q: 3 clusters Score -585978.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -585980.437500 Penalty: 2776.366699
	Iteration 64Q: 3 clusters Score -585980.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -585982.500000 Penalty: 2776.366699
	Iteration 65Q: 3 clusters Score -585982.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -585983.625000 Penalty: 2776.366699
	Iteration 66Q: 3 clusters Score -585983.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -585982.812500 Penalty: 2776.366699
	Iteration 67Q: 3 clusters Score -585982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -585986.187500 Penalty: 2776.366699
	Iteration 68Q: 3 clusters Score -585986.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -585988.437500 Penalty: 2776.366699
	Iteration 69Q: 3 clusters Score -585988.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -585989.312500 Penalty: 2776.366699
	Iteration 70Q: 3 clusters Score -585989.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -585989.812500 Penalty: 2776.366699
	Iteration 71Q: 3 clusters Score -585989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -585989.500000 Penalty: 2776.366699
	Iteration 72Q: 3 clusters Score -585989.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -585991.062500 Penalty: 2776.366699
	Iteration 73Q: 3 clusters Score -585991.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -585991.125000 Penalty: 2776.366699
	Iteration 74Q: 3 clusters Score -585991.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -585991.625000 Penalty: 2776.366699
	Iteration 75Q: 3 clusters Score -585991.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -585993.062500 Penalty: 2776.366699
	Iteration 76Q: 3 clusters Score -585993.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -585995.562500 Penalty: 2776.366699
	Iteration 77Q: 3 clusters Score -585995.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -585994.875000 Penalty: 2776.366699
	Iteration 78Q: 3 clusters Score -585994.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -585996.500000 Penalty: 2776.366699
	Iteration 79Q: 3 clusters Score -585996.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -585999.125000 Penalty: 2776.366699
	Iteration 80F: 3 clusters Score -585999.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -586000.125000 Penalty: 2776.366699
	Iteration 81Q: 3 clusters Score -586000.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -586002.375000 Penalty: 2776.366699
	Iteration 82Q: 3 clusters Score -586002.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -586002.500000 Penalty: 2776.366699
	Iteration 83Q: 3 clusters Score -586002.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -586004.625000 Penalty: 2776.366699
	Iteration 84Q: 3 clusters Score -586004.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -586004.875000 Penalty: 2776.366699
	Iteration 85Q: 3 clusters Score -586004.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -586004.687500 Penalty: 2776.366699
	Iteration 86Q: 3 clusters Score -586004.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -586007.125000 Penalty: 2776.366699
	Iteration 87Q: 3 clusters Score -586007.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -586009.687500 Penalty: 2776.366699
	Iteration 88Q: 3 clusters Score -586009.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -586009.687500 Penalty: 2776.366699
	Iteration 89Q: 3 clusters Score -586009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -586010.437500 Penalty: 2776.366699
	Iteration 90Q: 3 clusters Score -586010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -586011.062500 Penalty: 2776.366699
	Iteration 91Q: 3 clusters Score -586011.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -586011.062500 Penalty: 2776.366699
	Iteration 92F: 3 clusters Score -586011.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Entering Unmasked Estep 
Score: -1342261.375000 Penalty: 1508.326660
	Iteration 0F: 2 clusters Score -1342261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1334663.250000 Penalty: 3016.653320
	Iteration 0F: 3 clusters Score -1334663 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1337345.500000 Penalty: 3016.653320
	Iteration 1F: 3 clusters Score -1337346 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1337642.625000 Penalty: 3016.653320
	Iteration 2F: 3 clusters Score -1337643 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1337889.875000 Penalty: 3016.653320
	Iteration 3F: 3 clusters Score -1337890 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1338095.125000 Penalty: 3016.653320
	Iteration 4Q: 3 clusters Score -1338095 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1338267.750000 Penalty: 3016.653320
	Iteration 5Q: 3 clusters Score -1338268 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1338437.750000 Penalty: 3016.653320
	Iteration 6Q: 3 clusters Score -1338438 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1338621.125000 Penalty: 3016.653320
	Iteration 7Q: 3 clusters Score -1338621 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1338835.250000 Penalty: 3016.653320
	Iteration 8Q: 3 clusters Score -1338835 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1339083.375000 Penalty: 3016.653320
	Iteration 9Q: 3 clusters Score -1339083 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1339363.750000 Penalty: 3016.653320
	Iteration 10Q: 3 clusters Score -1339364 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1339635.375000 Penalty: 3016.653320
	Iteration 11Q: 3 clusters Score -1339635 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1339889.625000 Penalty: 3016.653320
	Iteration 12Q: 3 clusters Score -1339890 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1340132.625000 Penalty: 3016.653320
	Iteration 13Q: 3 clusters Score -1340133 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1340350.625000 Penalty: 3016.653320
	Iteration 14Q: 3 clusters Score -1340351 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1340535.500000 Penalty: 3016.653320
	Iteration 15Q: 3 clusters Score -1340536 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1340680.125000 Penalty: 3016.653320
	Iteration 16Q: 3 clusters Score -1340680 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1340788.250000 Penalty: 3016.653320
	Iteration 17Q: 3 clusters Score -1340788 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1340867.625000 Penalty: 3016.653320
	Iteration 18Q: 3 clusters Score -1340868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1340901.625000 Penalty: 3016.653320
	Iteration 19Q: 3 clusters Score -1340902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1340934.000000 Penalty: 3016.653320
	Iteration 20F: 3 clusters Score -1340934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1340961.750000 Penalty: 3016.653320
	Iteration 21Q: 3 clusters Score -1340962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1340974.375000 Penalty: 3016.653320
	Iteration 22Q: 3 clusters Score -1340974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1340990.250000 Penalty: 3016.653320
	Iteration 23Q: 3 clusters Score -1340990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1340998.125000 Penalty: 3016.653320
	Iteration 24Q: 3 clusters Score -1340998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1341003.250000 Penalty: 3016.653320
	Iteration 25Q: 3 clusters Score -1341003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1341009.500000 Penalty: 3016.653320
	Iteration 26Q: 3 clusters Score -1341010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1341020.250000 Penalty: 3016.653320
	Iteration 27Q: 3 clusters Score -1341020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1341027.750000 Penalty: 3016.653320
	Iteration 28Q: 3 clusters Score -1341028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1341034.125000 Penalty: 3016.653320
	Iteration 29Q: 3 clusters Score -1341034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1341037.500000 Penalty: 3016.653320
	Iteration 30Q: 3 clusters Score -1341038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1341036.875000 Penalty: 3016.653320
	Iteration 31Q: 3 clusters Score -1341037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1341037.250000 Penalty: 3016.653320
	Iteration 32Q: 3 clusters Score -1341037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1341037.250000 Penalty: 3016.653320
	Iteration 33F: 3 clusters Score -1341037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (118108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118108 members 
Entering Unmasked Estep 
Score: -15097679.000000 Penalty: 1897.895142
	Iteration 0F: 2 clusters Score -1.509768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -15019872.000000 Penalty: 3795.790283
	Iteration 0F: 3 clusters Score -1.501987e+07 nChanged 56695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -15054927.000000 Penalty: 3795.790283
	Iteration 1F: 3 clusters Score -1.505493e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -15057889.000000 Penalty: 3795.790283
	Iteration 2F: 3 clusters Score -1.505789e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 74124 members 
Entering Unmasked Estep 
Score: -15062139.000000 Penalty: 3795.790283
	Iteration 3F: 3 clusters Score -1.506214e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 79693 members 
Entering Unmasked Estep 
Score: -15068110.000000 Penalty: 3795.790283
	Iteration 4F: 3 clusters Score -1.506811e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -15074212.000000 Penalty: 3795.790283
	Iteration 5F: 3 clusters Score -1.507421e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 87130 members 
Entering Unmasked Estep 
Score: -15078829.000000 Penalty: 3795.790283
	Iteration 6F: 3 clusters Score -1.507883e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -15081027.000000 Penalty: 3795.790283
	Iteration 7Q: 3 clusters Score -1.508103e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -15082097.000000 Penalty: 3795.790283
	Iteration 8Q: 3 clusters Score -1.50821e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 90963 members 
Entering Unmasked Estep 
Score: -15082704.000000 Penalty: 3795.790283
	Iteration 9Q: 3 clusters Score -1.50827e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -15083481.000000 Penalty: 3795.790283
	Iteration 10Q: 3 clusters Score -1.508348e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -15084355.000000 Penalty: 3795.790283
	Iteration 11Q: 3 clusters Score -1.508436e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 94070 members 
Entering Unmasked Estep 
Score: -15085217.000000 Penalty: 3795.790283
	Iteration 12Q: 3 clusters Score -1.508522e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 95031 members 
Entering Unmasked Estep 
Score: -15086085.000000 Penalty: 3795.790283
	Iteration 13Q: 3 clusters Score -1.508608e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 95819 members 
Entering Unmasked Estep 
Score: -15086881.000000 Penalty: 3795.790283
	Iteration 14Q: 3 clusters Score -1.508688e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 96417 members 
Entering Unmasked Estep 
Score: -15087621.000000 Penalty: 3795.790283
	Iteration 15Q: 3 clusters Score -1.508762e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 96930 members 
Entering Unmasked Estep 
Score: -15088296.000000 Penalty: 3795.790283
	Iteration 16Q: 3 clusters Score -1.50883e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 97312 members 
Entering Unmasked Estep 
Score: -15088837.000000 Penalty: 3795.790283
	Iteration 17Q: 3 clusters Score -1.508884e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 97617 members 
Entering Unmasked Estep 
Score: -15089338.000000 Penalty: 3795.790283
	Iteration 18Q: 3 clusters Score -1.508934e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 97846 members 
Entering Unmasked Estep 
Score: -15089906.000000 Penalty: 3795.790283
	Iteration 19Q: 3 clusters Score -1.508991e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 98006 members 
Entering Unmasked Estep 
Score: -15090319.000000 Penalty: 3795.790283
	Iteration 20F: 3 clusters Score -1.509032e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 98144 members 
Entering Unmasked Estep 
Score: -15090750.000000 Penalty: 3795.790283
	Iteration 21Q: 3 clusters Score -1.509075e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -15091142.000000 Penalty: 3795.790283
	Iteration 22Q: 3 clusters Score -1.509114e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 98305 members 
Entering Unmasked Estep 
Score: -15091447.000000 Penalty: 3795.790283
	Iteration 23Q: 3 clusters Score -1.509145e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 98364 members 
Entering Unmasked Estep 
Score: -15091634.000000 Penalty: 3795.790283
	Iteration 24Q: 3 clusters Score -1.509163e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 98463 members 
Entering Unmasked Estep 
Score: -15091795.000000 Penalty: 3795.790283
	Iteration 25Q: 3 clusters Score -1.50918e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -15091959.000000 Penalty: 3795.790283
	Iteration 26Q: 3 clusters Score -1.509196e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 98559 members 
Entering Unmasked Estep 
Score: -15092084.000000 Penalty: 3795.790283
	Iteration 27Q: 3 clusters Score -1.509208e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 98568 members 
Entering Unmasked Estep 
Score: -15092215.000000 Penalty: 3795.790283
	Iteration 28Q: 3 clusters Score -1.509222e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 98557 members 
Entering Unmasked Estep 
Score: -15092290.000000 Penalty: 3795.790283
	Iteration 29Q: 3 clusters Score -1.509229e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 98565 members 
Entering Unmasked Estep 
Score: -15092346.000000 Penalty: 3795.790283
	Iteration 30Q: 3 clusters Score -1.509235e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 98579 members 
Entering Unmasked Estep 
Score: -15092383.000000 Penalty: 3795.790283
	Iteration 31Q: 3 clusters Score -1.509238e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 98594 members 
Entering Unmasked Estep 
Score: -15092429.000000 Penalty: 3795.790283
	Iteration 32Q: 3 clusters Score -1.509243e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 98627 members 
Entering Unmasked Estep 
Score: -15092455.000000 Penalty: 3795.790283
	Iteration 33Q: 3 clusters Score -1.509246e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 98664 members 
Entering Unmasked Estep 
Score: -15092489.000000 Penalty: 3795.790283
	Iteration 34Q: 3 clusters Score -1.509249e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 98699 members 
Entering Unmasked Estep 
Score: -15092515.000000 Penalty: 3795.790283
	Iteration 35Q: 3 clusters Score -1.509252e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 98723 members 
Entering Unmasked Estep 
Score: -15092502.000000 Penalty: 3795.790283
	Iteration 36Q: 3 clusters Score -1.50925e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 98760 members 
Entering Unmasked Estep 
Score: -15092492.000000 Penalty: 3795.790283
	Iteration 37Q: 3 clusters Score -1.509249e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 98799 members 
Entering Unmasked Estep 
Score: -15092516.000000 Penalty: 3795.790283
	Iteration 38Q: 3 clusters Score -1.509252e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 98845 members 
Entering Unmasked Estep 
Score: -15092499.000000 Penalty: 3795.790283
	Iteration 39Q: 3 clusters Score -1.50925e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 98908 members 
Entering Unmasked Estep 
Score: -15092533.000000 Penalty: 3795.790283
	Iteration 40F: 3 clusters Score -1.509253e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 98971 members 
Entering Unmasked Estep 
Score: -15092560.000000 Penalty: 3795.790283
	Iteration 41Q: 3 clusters Score -1.509256e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 99031 members 
Entering Unmasked Estep 
Score: -15092553.000000 Penalty: 3795.790283
	Iteration 42Q: 3 clusters Score -1.509255e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 99090 members 
Entering Unmasked Estep 
Score: -15092549.000000 Penalty: 3795.790283
	Iteration 43Q: 3 clusters Score -1.509255e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 99141 members 
Entering Unmasked Estep 
Score: -15092545.000000 Penalty: 3795.790283
	Iteration 44Q: 3 clusters Score -1.509254e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 99187 members 
Entering Unmasked Estep 
Score: -15092551.000000 Penalty: 3795.790283
	Iteration 45Q: 3 clusters Score -1.509255e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 99228 members 
Entering Unmasked Estep 
Score: -15092562.000000 Penalty: 3795.790283
	Iteration 46Q: 3 clusters Score -1.509256e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
Score: -15092594.000000 Penalty: 3795.790283
	Iteration 47Q: 3 clusters Score -1.509259e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 99302 members 
Entering Unmasked Estep 
Score: -15092617.000000 Penalty: 3795.790283
	Iteration 48Q: 3 clusters Score -1.509262e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 99335 members 
Entering Unmasked Estep 
Score: -15092617.000000 Penalty: 3795.790283
	Iteration 49Q: 3 clusters Score -1.509262e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 99362 members 
Entering Unmasked Estep 
Score: -15092609.000000 Penalty: 3795.790283
	Iteration 50Q: 3 clusters Score -1.509261e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 99394 members 
Entering Unmasked Estep 
Score: -15092627.000000 Penalty: 3795.790283
	Iteration 51Q: 3 clusters Score -1.509263e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 99433 members 
Entering Unmasked Estep 
Score: -15092633.000000 Penalty: 3795.790283
	Iteration 52Q: 3 clusters Score -1.509263e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 99473 members 
Entering Unmasked Estep 
Score: -15092653.000000 Penalty: 3795.790283
	Iteration 53Q: 3 clusters Score -1.509265e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 99511 members 
Entering Unmasked Estep 
Score: -15092678.000000 Penalty: 3795.790283
	Iteration 54Q: 3 clusters Score -1.509268e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 99542 members 
Entering Unmasked Estep 
Score: -15092682.000000 Penalty: 3795.790283
	Iteration 55Q: 3 clusters Score -1.509268e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 99574 members 
Entering Unmasked Estep 
Score: -15092653.000000 Penalty: 3795.790283
	Iteration 56Q: 3 clusters Score -1.509265e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 99599 members 
Entering Unmasked Estep 
Score: -15092643.000000 Penalty: 3795.790283
	Iteration 57Q: 3 clusters Score -1.509264e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 99626 members 
Entering Unmasked Estep 
Score: -15092663.000000 Penalty: 3795.790283
	Iteration 58Q: 3 clusters Score -1.509266e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 99644 members 
Entering Unmasked Estep 
Score: -15092640.000000 Penalty: 3795.790283
	Iteration 59Q: 3 clusters Score -1.509264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 99652 members 
Entering Unmasked Estep 
Score: -15092650.000000 Penalty: 3795.790283
	Iteration 60F: 3 clusters Score -1.509265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 99661 members 
Entering Unmasked Estep 
Score: -15092648.000000 Penalty: 3795.790283
	Iteration 61Q: 3 clusters Score -1.509265e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 99673 members 
Entering Unmasked Estep 
Score: -15092654.000000 Penalty: 3795.790283
	Iteration 62Q: 3 clusters Score -1.509265e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 99688 members 
Entering Unmasked Estep 
Score: -15092664.000000 Penalty: 3795.790283
	Iteration 63Q: 3 clusters Score -1.509266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 99705 members 
Entering Unmasked Estep 
Score: -15092680.000000 Penalty: 3795.790283
	Iteration 64Q: 3 clusters Score -1.509268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
Score: -15092686.000000 Penalty: 3795.790283
	Iteration 65Q: 3 clusters Score -1.509269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 99723 members 
Entering Unmasked Estep 
Score: -15092679.000000 Penalty: 3795.790283
	Iteration 66Q: 3 clusters Score -1.509268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 99731 members 
Entering Unmasked Estep 
Score: -15092691.000000 Penalty: 3795.790283
	Iteration 67Q: 3 clusters Score -1.509269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 99746 members 
Entering Unmasked Estep 
Score: -15092685.000000 Penalty: 3795.790283
	Iteration 68Q: 3 clusters Score -1.509268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -15092694.000000 Penalty: 3795.790283
	Iteration 69Q: 3 clusters Score -1.509269e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 99767 members 
Entering Unmasked Estep 
Score: -15092686.000000 Penalty: 3795.790283
	Iteration 70Q: 3 clusters Score -1.509269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 99776 members 
Entering Unmasked Estep 
Score: -15092697.000000 Penalty: 3795.790283
	Iteration 71Q: 3 clusters Score -1.50927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 99788 members 
Entering Unmasked Estep 
Score: -15092685.000000 Penalty: 3795.790283
	Iteration 72Q: 3 clusters Score -1.509268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -15092704.000000 Penalty: 3795.790283
	Iteration 73Q: 3 clusters Score -1.50927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 99801 members 
Entering Unmasked Estep 
Score: -15092694.000000 Penalty: 3795.790283
	Iteration 74Q: 3 clusters Score -1.509269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 99804 members 
Entering Unmasked Estep 
Score: -15092705.000000 Penalty: 3795.790283
	Iteration 75Q: 3 clusters Score -1.50927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 99808 members 
Entering Unmasked Estep 
Score: -15092710.000000 Penalty: 3795.790283
	Iteration 76Q: 3 clusters Score -1.509271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 99811 members 
Entering Unmasked Estep 
Score: -15092704.000000 Penalty: 3795.790283
	Iteration 77Q: 3 clusters Score -1.50927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 99817 members 
Entering Unmasked Estep 
Score: -15092681.000000 Penalty: 3795.790283
	Iteration 78Q: 3 clusters Score -1.509268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 99827 members 
Entering Unmasked Estep 
Score: -15092679.000000 Penalty: 3795.790283
	Iteration 79Q: 3 clusters Score -1.509268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 99832 members 
Entering Unmasked Estep 
Score: -15092684.000000 Penalty: 3795.790283
	Iteration 80F: 3 clusters Score -1.509268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 99836 members 
Entering Unmasked Estep 
Score: -15092678.000000 Penalty: 3795.790283
	Iteration 81Q: 3 clusters Score -1.509268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 99842 members 
Entering Unmasked Estep 
Score: -15092667.000000 Penalty: 3795.790283
	Iteration 82Q: 3 clusters Score -1.509267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 99851 members 
Entering Unmasked Estep 
Score: -15092675.000000 Penalty: 3795.790283
	Iteration 83Q: 3 clusters Score -1.509268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 99863 members 
Entering Unmasked Estep 
Score: -15092671.000000 Penalty: 3795.790283
	Iteration 84Q: 3 clusters Score -1.509267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
Score: -15092671.000000 Penalty: 3795.790283
	Iteration 85Q: 3 clusters Score -1.509267e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 99898 members 
Entering Unmasked Estep 
Score: -15092667.000000 Penalty: 3795.790283
	Iteration 86Q: 3 clusters Score -1.509267e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 99930 members 
Entering Unmasked Estep 
Score: -15092668.000000 Penalty: 3795.790283
	Iteration 87Q: 3 clusters Score -1.509267e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 99972 members 
Entering Unmasked Estep 
Score: -15092695.000000 Penalty: 3795.790283
	Iteration 88Q: 3 clusters Score -1.50927e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -15092710.000000 Penalty: 3795.790283
	Iteration 89Q: 3 clusters Score -1.509271e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 100041 members 
Entering Unmasked Estep 
Score: -15092714.000000 Penalty: 3795.790283
	Iteration 90Q: 3 clusters Score -1.509271e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 100059 members 
Entering Unmasked Estep 
Score: -15092723.000000 Penalty: 3795.790283
	Iteration 91Q: 3 clusters Score -1.509272e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 100075 members 
Entering Unmasked Estep 
Score: -15092709.000000 Penalty: 3795.790283
	Iteration 92Q: 3 clusters Score -1.509271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 100089 members 
Entering Unmasked Estep 
Score: -15092708.000000 Penalty: 3795.790283
	Iteration 93Q: 3 clusters Score -1.509271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 100099 members 
Entering Unmasked Estep 
Score: -15092700.000000 Penalty: 3795.790283
	Iteration 94Q: 3 clusters Score -1.50927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 100105 members 
Entering Unmasked Estep 
Score: -15092708.000000 Penalty: 3795.790283
	Iteration 95Q: 3 clusters Score -1.509271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 100112 members 
Entering Unmasked Estep 
Score: -15092706.000000 Penalty: 3795.790283
	Iteration 96Q: 3 clusters Score -1.509271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 100122 members 
Entering Unmasked Estep 
Score: -15092721.000000 Penalty: 3795.790283
	Iteration 97Q: 3 clusters Score -1.509272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 100130 members 
Entering Unmasked Estep 
Score: -15092708.000000 Penalty: 3795.790283
	Iteration 98Q: 3 clusters Score -1.509271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -15092718.000000 Penalty: 3795.790283
	Iteration 99Q: 3 clusters Score -1.509272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 100153 members 
Entering Unmasked Estep 
Score: -15092710.000000 Penalty: 3795.790283
	Iteration 100F: 3 clusters Score -1.509271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 100163 members 
Entering Unmasked Estep 
Score: -15092705.000000 Penalty: 3795.790283
	Iteration 101Q: 3 clusters Score -1.50927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 100176 members 
Entering Unmasked Estep 
Score: -15092715.000000 Penalty: 3795.790283
	Iteration 102Q: 3 clusters Score -1.509272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
Score: -15092716.000000 Penalty: 3795.790283
	Iteration 103Q: 3 clusters Score -1.509272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 100194 members 
Entering Unmasked Estep 
Score: -15092716.000000 Penalty: 3795.790283
	Iteration 104Q: 3 clusters Score -1.509272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 100204 members 
Entering Unmasked Estep 
Score: -15092717.000000 Penalty: 3795.790283
	Iteration 105Q: 3 clusters Score -1.509272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 100211 members 
Entering Unmasked Estep 
Score: -15092705.000000 Penalty: 3795.790283
	Iteration 106Q: 3 clusters Score -1.50927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 100219 members 
Entering Unmasked Estep 
Score: -15092718.000000 Penalty: 3795.790283
	Iteration 107Q: 3 clusters Score -1.509272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 100231 members 
Entering Unmasked Estep 
Score: -15092728.000000 Penalty: 3795.790283
	Iteration 108Q: 3 clusters Score -1.509273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 100241 members 
Entering Unmasked Estep 
Score: -15092728.000000 Penalty: 3795.790283
	Iteration 109Q: 3 clusters Score -1.509273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 100247 members 
Entering Unmasked Estep 
Score: -15092727.000000 Penalty: 3795.790283
	Iteration 110Q: 3 clusters Score -1.509273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 100250 members 
Entering Unmasked Estep 
Score: -15092735.000000 Penalty: 3795.790283
	Iteration 111Q: 3 clusters Score -1.509274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 100256 members 
Entering Unmasked Estep 
Score: -15092729.000000 Penalty: 3795.790283
	Iteration 112Q: 3 clusters Score -1.509273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 100257 members 
Entering Unmasked Estep 
Score: -15092734.000000 Penalty: 3795.790283
	Iteration 113Q: 3 clusters Score -1.509273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 100257 members 
Entering Unmasked Estep 
Score: -15092734.000000 Penalty: 3795.790283
	Iteration 114F: 3 clusters Score -1.509273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Entering Unmasked Estep 
Score: -430138.343750 Penalty: 1314.690430
	Iteration 0F: 2 clusters Score -430138.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -427291.062500 Penalty: 2629.380859
	Iteration 0F: 3 clusters Score -427291.1 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -427966.250000 Penalty: 2629.380859
	Iteration 1F: 3 clusters Score -427966.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -428102.437500 Penalty: 2629.380859
	Iteration 2F: 3 clusters Score -428102.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -428170.187500 Penalty: 2629.380859
	Iteration 3Q: 3 clusters Score -428170.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -428218.500000 Penalty: 2629.380859
	Iteration 4Q: 3 clusters Score -428218.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -428262.468750 Penalty: 2629.380859
	Iteration 5Q: 3 clusters Score -428262.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -428307.750000 Penalty: 2629.380859
	Iteration 6Q: 3 clusters Score -428307.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -428353.968750 Penalty: 2629.380859
	Iteration 7Q: 3 clusters Score -428354 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -428391.156250 Penalty: 2629.380859
	Iteration 8Q: 3 clusters Score -428391.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -428425.312500 Penalty: 2629.380859
	Iteration 9Q: 3 clusters Score -428425.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -428466.906250 Penalty: 2629.380859
	Iteration 10Q: 3 clusters Score -428466.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -428501.718750 Penalty: 2629.380859
	Iteration 11Q: 3 clusters Score -428501.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -428532.843750 Penalty: 2629.380859
	Iteration 12Q: 3 clusters Score -428532.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -428567.281250 Penalty: 2629.380859
	Iteration 13Q: 3 clusters Score -428567.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -428596.187500 Penalty: 2629.380859
	Iteration 14Q: 3 clusters Score -428596.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -428626.312500 Penalty: 2629.380859
	Iteration 15Q: 3 clusters Score -428626.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -428653.750000 Penalty: 2629.380859
	Iteration 16Q: 3 clusters Score -428653.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -428674.625000 Penalty: 2629.380859
	Iteration 17Q: 3 clusters Score -428674.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -428698.718750 Penalty: 2629.380859
	Iteration 18Q: 3 clusters Score -428698.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -428716.562500 Penalty: 2629.380859
	Iteration 19Q: 3 clusters Score -428716.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -428734.687500 Penalty: 2629.380859
	Iteration 20F: 3 clusters Score -428734.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -428757.500000 Penalty: 2629.380859
	Iteration 21Q: 3 clusters Score -428757.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -428779.218750 Penalty: 2629.380859
	Iteration 22Q: 3 clusters Score -428779.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -428795.875000 Penalty: 2629.380859
	Iteration 23Q: 3 clusters Score -428795.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -428813.718750 Penalty: 2629.380859
	Iteration 24Q: 3 clusters Score -428813.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -428831.156250 Penalty: 2629.380859
	Iteration 25Q: 3 clusters Score -428831.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -428846.875000 Penalty: 2629.380859
	Iteration 26Q: 3 clusters Score -428846.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -428855.312500 Penalty: 2629.380859
	Iteration 27Q: 3 clusters Score -428855.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -428869.906250 Penalty: 2629.380859
	Iteration 28Q: 3 clusters Score -428869.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -428878.437500 Penalty: 2629.380859
	Iteration 29Q: 3 clusters Score -428878.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -428887.625000 Penalty: 2629.380859
	Iteration 30Q: 3 clusters Score -428887.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -428896.843750 Penalty: 2629.380859
	Iteration 31Q: 3 clusters Score -428896.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -428904.375000 Penalty: 2629.380859
	Iteration 32Q: 3 clusters Score -428904.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -428909.750000 Penalty: 2629.380859
	Iteration 33Q: 3 clusters Score -428909.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -428916.437500 Penalty: 2629.380859
	Iteration 34Q: 3 clusters Score -428916.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -428923.125000 Penalty: 2629.380859
	Iteration 35Q: 3 clusters Score -428923.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -428934.625000 Penalty: 2629.380859
	Iteration 36Q: 3 clusters Score -428934.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -428949.093750 Penalty: 2629.380859
	Iteration 37Q: 3 clusters Score -428949.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -428960.156250 Penalty: 2629.380859
	Iteration 38Q: 3 clusters Score -428960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -428964.000000 Penalty: 2629.380859
	Iteration 39Q: 3 clusters Score -428964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -428966.375000 Penalty: 2629.380859
	Iteration 40F: 3 clusters Score -428966.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -428968.281250 Penalty: 2629.380859
	Iteration 41Q: 3 clusters Score -428968.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -428969.000000 Penalty: 2629.380859
	Iteration 42Q: 3 clusters Score -428969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -428969.000000 Penalty: 2629.380859
	Iteration 43F: 3 clusters Score -428969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -25801.441406 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -25801.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25011.480469 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -25011.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25176.101562 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -25176.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25291.562500 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -25291.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25395.261719 Penalty: 1842.711304
	Iteration 3F: 3 clusters Score -25395.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25500.769531 Penalty: 1842.711304
	Iteration 4F: 3 clusters Score -25500.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25733.337891 Penalty: 1842.711304
	Iteration 5F: 3 clusters Score -25733.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25980.753906 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -25980.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26091.896484 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -26091.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26165.908203 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -26165.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26175.189453 Penalty: 1842.711304
	Iteration 9Q: 3 clusters Score -26175.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26181.500000 Penalty: 1842.711304
	Iteration 10Q: 3 clusters Score -26181.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26192.222656 Penalty: 1842.711304
	Iteration 11Q: 3 clusters Score -26192.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26197.648438 Penalty: 1842.711304
	Iteration 12Q: 3 clusters Score -26197.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26197.648438 Penalty: 1842.711304
	Iteration 13F: 3 clusters Score -26197.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83336 members 
Mstep: Class 3 contains 26309 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116723 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10743 members 
Mstep: Class 9 contains 118108 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 131 members 
Mstep: Class 12 contains 13873 members 
Mstep: Class 13 contains 40310 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27910 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60086 members 
Mstep: Class 26 contains 41565 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23400 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30978 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137666 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 159 members 
Entering Unmasked Estep 
Score: -108958768.000000 Penalty: 80105.234375
Splitting cluster 11 changes total score from -108959600.000000 to -108958768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (13873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Entering Unmasked Estep 
Score: -1735354.875000 Penalty: 1549.876221
	Iteration 0F: 2 clusters Score -1735355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1725740.125000 Penalty: 3099.752441
	Iteration 0F: 3 clusters Score -1725740 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1729043.250000 Penalty: 3099.752441
	Iteration 1F: 3 clusters Score -1729043 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1729308.625000 Penalty: 3099.752441
	Iteration 2F: 3 clusters Score -1729309 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1729501.875000 Penalty: 3099.752441
	Iteration 3Q: 3 clusters Score -1729502 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1729676.875000 Penalty: 3099.752441
	Iteration 4Q: 3 clusters Score -1729677 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1729846.875000 Penalty: 3099.752441
	Iteration 5Q: 3 clusters Score -1729847 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1730004.250000 Penalty: 3099.752441
	Iteration 6Q: 3 clusters Score -1730004 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1730176.875000 Penalty: 3099.752441
	Iteration 7Q: 3 clusters Score -1730177 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1730355.875000 Penalty: 3099.752441
	Iteration 8Q: 3 clusters Score -1730356 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1730584.125000 Penalty: 3099.752441
	Iteration 9Q: 3 clusters Score -1730584 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1730872.375000 Penalty: 3099.752441
	Iteration 10Q: 3 clusters Score -1730872 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1731262.250000 Penalty: 3099.752441
	Iteration 11Q: 3 clusters Score -1731262 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1731746.000000 Penalty: 3099.752441
	Iteration 12Q: 3 clusters Score -1731746 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1732305.125000 Penalty: 3099.752441
	Iteration 13Q: 3 clusters Score -1732305 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1732764.625000 Penalty: 3099.752441
	Iteration 14Q: 3 clusters Score -1732765 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1733123.375000 Penalty: 3099.752441
	Iteration 15Q: 3 clusters Score -1733123 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1733340.250000 Penalty: 3099.752441
	Iteration 16Q: 3 clusters Score -1733340 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1733465.875000 Penalty: 3099.752441
	Iteration 17Q: 3 clusters Score -1733466 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1733557.125000 Penalty: 3099.752441
	Iteration 18Q: 3 clusters Score -1733557 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1733629.625000 Penalty: 3099.752441
	Iteration 19Q: 3 clusters Score -1733630 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1733702.375000 Penalty: 3099.752441
	Iteration 20F: 3 clusters Score -1733702 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1733753.875000 Penalty: 3099.752441
	Iteration 21Q: 3 clusters Score -1733754 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1733804.500000 Penalty: 3099.752441
	Iteration 22Q: 3 clusters Score -1733804 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1733847.250000 Penalty: 3099.752441
	Iteration 23Q: 3 clusters Score -1733847 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1733871.625000 Penalty: 3099.752441
	Iteration 24Q: 3 clusters Score -1733872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1733898.500000 Penalty: 3099.752441
	Iteration 25Q: 3 clusters Score -1733898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1733909.375000 Penalty: 3099.752441
	Iteration 26Q: 3 clusters Score -1733909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1733922.875000 Penalty: 3099.752441
	Iteration 27Q: 3 clusters Score -1733923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1733931.875000 Penalty: 3099.752441
	Iteration 28Q: 3 clusters Score -1733932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1733940.875000 Penalty: 3099.752441
	Iteration 29Q: 3 clusters Score -1733941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1733949.375000 Penalty: 3099.752441
	Iteration 30Q: 3 clusters Score -1733949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1733958.875000 Penalty: 3099.752441
	Iteration 31Q: 3 clusters Score -1733959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1733964.000000 Penalty: 3099.752441
	Iteration 32Q: 3 clusters Score -1733964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1733976.375000 Penalty: 3099.752441
	Iteration 33Q: 3 clusters Score -1733976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1733980.625000 Penalty: 3099.752441
	Iteration 34Q: 3 clusters Score -1733981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1733986.250000 Penalty: 3099.752441
	Iteration 35Q: 3 clusters Score -1733986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1733990.000000 Penalty: 3099.752441
	Iteration 36Q: 3 clusters Score -1733990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1733994.625000 Penalty: 3099.752441
	Iteration 37Q: 3 clusters Score -1733995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1733998.875000 Penalty: 3099.752441
	Iteration 38Q: 3 clusters Score -1733999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1734000.875000 Penalty: 3099.752441
	Iteration 39Q: 3 clusters Score -1734001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1734005.250000 Penalty: 3099.752441
	Iteration 40F: 3 clusters Score -1734005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1734008.375000 Penalty: 3099.752441
	Iteration 41Q: 3 clusters Score -1734008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1734012.125000 Penalty: 3099.752441
	Iteration 42Q: 3 clusters Score -1734012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1734011.500000 Penalty: 3099.752441
	Iteration 43Q: 3 clusters Score -1734012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1734015.250000 Penalty: 3099.752441
	Iteration 44Q: 3 clusters Score -1734015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1734022.250000 Penalty: 3099.752441
	Iteration 45Q: 3 clusters Score -1734022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1734024.250000 Penalty: 3099.752441
	Iteration 46Q: 3 clusters Score -1734024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1734027.875000 Penalty: 3099.752441
	Iteration 47Q: 3 clusters Score -1734028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1734030.125000 Penalty: 3099.752441
	Iteration 48Q: 3 clusters Score -1734030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1734031.125000 Penalty: 3099.752441
	Iteration 49Q: 3 clusters Score -1734031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1734031.375000 Penalty: 3099.752441
	Iteration 50Q: 3 clusters Score -1734031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1734031.750000 Penalty: 3099.752441
	Iteration 51Q: 3 clusters Score -1734032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1734034.375000 Penalty: 3099.752441
	Iteration 52Q: 3 clusters Score -1734034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1734035.375000 Penalty: 3099.752441
	Iteration 53Q: 3 clusters Score -1734035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1734039.375000 Penalty: 3099.752441
	Iteration 54Q: 3 clusters Score -1734039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1734044.375000 Penalty: 3099.752441
	Iteration 55Q: 3 clusters Score -1734044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1734051.625000 Penalty: 3099.752441
	Iteration 56Q: 3 clusters Score -1734052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1734055.375000 Penalty: 3099.752441
	Iteration 57Q: 3 clusters Score -1734055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1734056.500000 Penalty: 3099.752441
	Iteration 58Q: 3 clusters Score -1734056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1734062.500000 Penalty: 3099.752441
	Iteration 59Q: 3 clusters Score -1734062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1734062.875000 Penalty: 3099.752441
	Iteration 60F: 3 clusters Score -1734063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1734065.000000 Penalty: 3099.752441
	Iteration 61Q: 3 clusters Score -1734065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1734064.625000 Penalty: 3099.752441
	Iteration 62Q: 3 clusters Score -1734065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1734064.625000 Penalty: 3099.752441
	Iteration 63F: 3 clusters Score -1734065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Entering Unmasked Estep 
Score: -4783447.500000 Penalty: 1723.207642
	Iteration 0F: 2 clusters Score -4783448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -4756454.000000 Penalty: 3446.415283
	Iteration 0F: 3 clusters Score -4756454 nChanged 18801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -4767579.000000 Penalty: 3446.415283
	Iteration 1F: 3 clusters Score -4767579 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -4768789.500000 Penalty: 3446.415283
	Iteration 2F: 3 clusters Score -4768790 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -4770035.500000 Penalty: 3446.415283
	Iteration 3F: 3 clusters Score -4770036 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -4771321.500000 Penalty: 3446.415283
	Iteration 4F: 3 clusters Score -4771322 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4772520.500000 Penalty: 3446.415283
	Iteration 5F: 3 clusters Score -4772520 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -4773588.000000 Penalty: 3446.415283
	Iteration 6F: 3 clusters Score -4773588 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -4774652.500000 Penalty: 3446.415283
	Iteration 7Q: 3 clusters Score -4774652 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -4775606.000000 Penalty: 3446.415283
	Iteration 8Q: 3 clusters Score -4775606 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -4776404.000000 Penalty: 3446.415283
	Iteration 9Q: 3 clusters Score -4776404 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -4776931.500000 Penalty: 3446.415283
	Iteration 10Q: 3 clusters Score -4776932 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4777233 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -4777417.500000 Penalty: 3446.415283
	Iteration 12Q: 3 clusters Score -4777418 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -4777505.000000 Penalty: 3446.415283
	Iteration 13Q: 3 clusters Score -4777505 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -4777584.000000 Penalty: 3446.415283
	Iteration 14Q: 3 clusters Score -4777584 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -4777634.000000 Penalty: 3446.415283
	Iteration 15Q: 3 clusters Score -4777634 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -4777693.000000 Penalty: 3446.415283
	Iteration 16Q: 3 clusters Score -4777693 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4777752.000000 Penalty: 3446.415283
	Iteration 17Q: 3 clusters Score -4777752 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4777794.500000 Penalty: 3446.415283
	Iteration 18Q: 3 clusters Score -4777794 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -4777858.000000 Penalty: 3446.415283
	Iteration 19Q: 3 clusters Score -4777858 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -4777909.500000 Penalty: 3446.415283
	Iteration 20F: 3 clusters Score -4777910 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -4777960.000000 Penalty: 3446.415283
	Iteration 21Q: 3 clusters Score -4777960 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -4778000.500000 Penalty: 3446.415283
	Iteration 22Q: 3 clusters Score -4778000 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4778036.000000 Penalty: 3446.415283
	Iteration 23Q: 3 clusters Score -4778036 nChanged 282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4778080 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -4778119.500000 Penalty: 3446.415283
	Iteration 25Q: 3 clusters Score -4778120 nChanged 237
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Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4778166.500000 Penalty: 3446.415283
	Iteration 26Q: 3 clusters Score -4778166 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -4778191.500000 Penalty: 3446.415283
	Iteration 27Q: 3 clusters Score -4778192 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -4778246.500000 Penalty: 3446.415283
	Iteration 28Q: 3 clusters Score -4778246 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4778296.000000 Penalty: 3446.415283
	Iteration 29Q: 3 clusters Score -4778296 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -4778344.000000 Penalty: 3446.415283
	Iteration 30Q: 3 clusters Score -4778344 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -4778390.500000 Penalty: 3446.415283
	Iteration 31Q: 3 clusters Score -4778390 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4778436.500000 Penalty: 3446.415283
	Iteration 32Q: 3 clusters Score -4778436 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4778466.500000 Penalty: 3446.415283
	Iteration 33Q: 3 clusters Score -4778466 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -4778524.500000 Penalty: 3446.415283
	Iteration 34Q: 3 clusters Score -4778524 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -4778583.500000 Penalty: 3446.415283
	Iteration 35Q: 3 clusters Score -4778584 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -4778635.500000 Penalty: 3446.415283
	Iteration 36Q: 3 clusters Score -4778636 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4778679.000000 Penalty: 3446.415283
	Iteration 37Q: 3 clusters Score -4778679 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -4778707.000000 Penalty: 3446.415283
	Iteration 38Q: 3 clusters Score -4778707 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -4778755.000000 Penalty: 3446.415283
	Iteration 39Q: 3 clusters Score -4778755 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -4778807.000000 Penalty: 3446.415283
	Iteration 40F: 3 clusters Score -4778807 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -4778823.000000 Penalty: 3446.415283
	Iteration 41Q: 3 clusters Score -4778823 nChanged 276
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Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4778894 nChanged 291
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Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -4778940.000000 Penalty: 3446.415283
	Iteration 43Q: 3 clusters Score -4778940 nChanged 272
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Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4778985 nChanged 252
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Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4779000 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -4779046.500000 Penalty: 3446.415283
	Iteration 46Q: 3 clusters Score -4779046 nChanged 251
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Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4779078 nChanged 264
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Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -4779105.500000 Penalty: 3446.415283
	Iteration 48Q: 3 clusters Score -4779106 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -4779150.500000 Penalty: 3446.415283
	Iteration 49Q: 3 clusters Score -4779150 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -4779186.000000 Penalty: 3446.415283
	Iteration 50Q: 3 clusters Score -4779186 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -4779212.500000 Penalty: 3446.415283
	Iteration 51Q: 3 clusters Score -4779212 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -4779262.000000 Penalty: 3446.415283
	Iteration 52Q: 3 clusters Score -4779262 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -4779271.000000 Penalty: 3446.415283
	Iteration 53Q: 3 clusters Score -4779271 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4779300 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -4779323.500000 Penalty: 3446.415283
	Iteration 55Q: 3 clusters Score -4779324 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -4779335.000000 Penalty: 3446.415283
	Iteration 56Q: 3 clusters Score -4779335 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -4779333.000000 Penalty: 3446.415283
	Iteration 57Q: 3 clusters Score -4779333 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -4779343.500000 Penalty: 3446.415283
	Iteration 58Q: 3 clusters Score -4779344 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -4779360.000000 Penalty: 3446.415283
	Iteration 59Q: 3 clusters Score -4779360 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -4779367.500000 Penalty: 3446.415283
	Iteration 60F: 3 clusters Score -4779368 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -4779385.500000 Penalty: 3446.415283
	Iteration 61Q: 3 clusters Score -4779386 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -4779399.500000 Penalty: 3446.415283
	Iteration 62Q: 3 clusters Score -4779400 nChanged 106
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Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -4779398.500000 Penalty: 3446.415283
	Iteration 63Q: 3 clusters Score -4779398 nChanged 107
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Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -4779409.000000 Penalty: 3446.415283
	Iteration 64Q: 3 clusters Score -4779409 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -4779418.500000 Penalty: 3446.415283
	Iteration 65Q: 3 clusters Score -4779418 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -4779428.500000 Penalty: 3446.415283
	Iteration 66Q: 3 clusters Score -4779428 nChanged 87
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Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4779440 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19628 members 
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Entering Unmasked Estep 
Score: -4779447.500000 Penalty: 3446.415283
	Iteration 68Q: 3 clusters Score -4779448 nChanged 79
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Mstep: Class 1 contains 19587 members 
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Entering Unmasked Estep 
Score: -4779444.000000 Penalty: 3446.415283
	Iteration 69Q: 3 clusters Score -4779444 nChanged 76
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Mstep: Class 1 contains 19543 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4779440 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4779449 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -4779458.500000 Penalty: 3446.415283
	Iteration 72Q: 3 clusters Score -4779458 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4779460 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4779470 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4779470 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19210 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4779468 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19170 members 
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Entering Unmasked Estep 
Score: -4779475.500000 Penalty: 3446.415283
	Iteration 77Q: 3 clusters Score -4779476 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19131 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4779476 nChanged 35
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Mstep: Class 1 contains 19096 members 
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Entering Unmasked Estep 
Score: -4779478.000000 Penalty: 3446.415283
	Iteration 79Q: 3 clusters Score -4779478 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4779476 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -4779483.500000 Penalty: 3446.415283
	Iteration 81Q: 3 clusters Score -4779484 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19028 members 
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Entering Unmasked Estep 
Score: -4779490.500000 Penalty: 3446.415283
	Iteration 82Q: 3 clusters Score -4779490 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4779488 nChanged 40
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Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4779490 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18925 members 
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Entering Unmasked Estep 
Score: -4779501.000000 Penalty: 3446.415283
	Iteration 85Q: 3 clusters Score -4779501 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18891 members 
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Entering Unmasked Estep 
Score: -4779505.500000 Penalty: 3446.415283
	Iteration 86Q: 3 clusters Score -4779506 nChanged 49
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Mstep: Class 1 contains 18846 members 
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Entering Unmasked Estep 
Score: -4779516.000000 Penalty: 3446.415283
	Iteration 87Q: 3 clusters Score -4779516 nChanged 54
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4779518 nChanged 50
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Entering Unmasked Estep 
Score: -4779521.500000 Penalty: 3446.415283
	Iteration 89Q: 3 clusters Score -4779522 nChanged 43
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Entering Unmasked Estep 
Score: -4779523.500000 Penalty: 3446.415283
	Iteration 90Q: 3 clusters Score -4779524 nChanged 48
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Mstep: Class 1 contains 18679 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4779524 nChanged 62
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Entering Unmasked Estep 
Score: -4779533.000000 Penalty: 3446.415283
	Iteration 92Q: 3 clusters Score -4779533 nChanged 52
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4779535 nChanged 48
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4779535 nChanged 55
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Entering Unmasked Estep 
Score: -4779541.000000 Penalty: 3446.415283
	Iteration 95Q: 3 clusters Score -4779541 nChanged 55
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4779545 nChanged 68
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4779548 nChanged 62
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Mstep: Class 1 contains 18299 members 
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Entering Unmasked Estep 
Score: -4779554.500000 Penalty: 3446.415283
	Iteration 98Q: 3 clusters Score -4779554 nChanged 72
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4779550 nChanged 73
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Mstep: Class 1 contains 18158 members 
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Entering Unmasked Estep 
Score: -4779559.500000 Penalty: 3446.415283
	Iteration 100F: 3 clusters Score -4779560 nChanged 74
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Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4779568 nChanged 97
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4779566 nChanged 103
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Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4779566 nChanged 96
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4779570 nChanged 98
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Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -4779563.500000 Penalty: 3446.415283
	Iteration 105Q: 3 clusters Score -4779564 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 22713 members 
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Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 22822 members 
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Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 22936 members 
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Mstep: Class 2 contains 23049 members 
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	Iteration 110Q: 3 clusters Score -4779591 nChanged 117
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Mstep: Class 1 contains 16618 members 
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Mstep: Class 1 contains 16442 members 
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	Iteration 115Q: 3 clusters Score -4779669 nChanged 162
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Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 24349 members 
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Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4779774 nChanged 176
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Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 25076 members 
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	Iteration 122Q: 3 clusters Score -4779813 nChanged 171
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Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 25247 members 
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	Iteration 123Q: 3 clusters Score -4779814 nChanged 158
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Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4779829 nChanged 161
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Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 25566 members 
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	Iteration 125Q: 3 clusters Score -4779834 nChanged 149
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Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 25715 members 
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	Iteration 126Q: 3 clusters Score -4779833 nChanged 139
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Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 25854 members 
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	Iteration 127Q: 3 clusters Score -4779865 nChanged 143
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Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 25997 members 
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	Iteration 128Q: 3 clusters Score -4779868 nChanged 140
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Mstep: Class 2 contains 26137 members 
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	Iteration 129Q: 3 clusters Score -4779883 nChanged 150
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Mstep: Class 1 contains 14023 members 
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	Iteration 130Q: 3 clusters Score -4779898 nChanged 168
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Mstep: Class 2 contains 26455 members 
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	Iteration 131Q: 3 clusters Score -4779926 nChanged 205
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Mstep: Class 1 contains 13650 members 
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Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 26876 members 
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Mstep: Class 1 contains 13242 members 
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	Iteration 134Q: 3 clusters Score -4780002 nChanged 185
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Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 27419 members 
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Mstep: Class 2 contains 27601 members 
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	Iteration 137Q: 3 clusters Score -4780090 nChanged 199
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	Iteration 138Q: 3 clusters Score -4780114 nChanged 199
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Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 27999 members 
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	Iteration 139Q: 3 clusters Score -4780136 nChanged 199
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	Iteration 140F: 3 clusters Score -4780148 nChanged 225
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Mstep: Class 1 contains 11887 members 
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	Iteration 141Q: 3 clusters Score -4780190 nChanged 231
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Mstep: Class 1 contains 11409 members 
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	Iteration 143Q: 3 clusters Score -4780232 nChanged 269
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Mstep: Class 1 contains 11140 members 
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	Iteration 144Q: 3 clusters Score -4780263 nChanged 246
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Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 29416 members 
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	Iteration 145Q: 3 clusters Score -4780310 nChanged 249
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Mstep: Class 2 contains 29663 members 
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	Iteration 146Q: 3 clusters Score -4780342 nChanged 242
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	Iteration 147Q: 3 clusters Score -4780406 nChanged 246
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Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 30149 members 
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	Iteration 148Q: 3 clusters Score -4780452 nChanged 266
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Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 30415 members 
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	Iteration 149Q: 3 clusters Score -4780465 nChanged 291
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Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 30706 members 
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	Iteration 150Q: 3 clusters Score -4780521 nChanged 284
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Mstep: Class 1 contains 9320 members 
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	Iteration 151Q: 3 clusters Score -4780582 nChanged 296
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Mstep: Class 1 contains 9026 members 
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	Iteration 152Q: 3 clusters Score -4780644 nChanged 301
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Mstep: Class 1 contains 8725 members 
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	Iteration 153Q: 3 clusters Score -4780721 nChanged 323
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Mstep: Class 1 contains 8402 members 
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	Iteration 154Q: 3 clusters Score -4780776 nChanged 336
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Mstep: Class 1 contains 8066 members 
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	Iteration 155Q: 3 clusters Score -4780850 nChanged 344
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	Iteration 156Q: 3 clusters Score -4780926 nChanged 382
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	Iteration 157Q: 3 clusters Score -4781040 nChanged 386
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	Iteration 158Q: 3 clusters Score -4781162 nChanged 398
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Mstep: Class 1 contains 6568 members 
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	Iteration 160F: 3 clusters Score -4781392 nChanged 422
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Mstep: Class 1 contains 5750 members 
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	Iteration 161Q: 3 clusters Score -4781508 nChanged 389
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Mstep: Class 1 contains 5361 members 
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	Iteration 162Q: 3 clusters Score -4781626 nChanged 367
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Mstep: Class 1 contains 4994 members 
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	Iteration 163Q: 3 clusters Score -4781737 nChanged 352
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	Iteration 164Q: 3 clusters Score -4781847 nChanged 329
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	Iteration 165Q: 3 clusters Score -4781976 nChanged 285
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	Iteration 166Q: 3 clusters Score -4782073 nChanged 284
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Mstep: Class 1 contains 3756 members 
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	Iteration 167Q: 3 clusters Score -4782170 nChanged 244
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	Iteration 168Q: 3 clusters Score -4782271 nChanged 215
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	Iteration 169Q: 3 clusters Score -4782350 nChanged 196
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Mstep: Class 2 contains 37197 members 
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	Iteration 170Q: 3 clusters Score -4782408 nChanged 164
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Mstep: Class 1 contains 2959 members 
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	Iteration 171Q: 3 clusters Score -4782454 nChanged 154
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	Iteration 172Q: 3 clusters Score -4782506 nChanged 125
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Mstep: Class 1 contains 2690 members 
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	Iteration 173Q: 3 clusters Score -4782560 nChanged 109
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	Iteration 174Q: 3 clusters Score -4782606 nChanged 106
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	Iteration 175Q: 3 clusters Score -4782636 nChanged 102
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	Iteration 176Q: 3 clusters Score -4782664 nChanged 83
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	Iteration 177Q: 3 clusters Score -4782702 nChanged 81
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Mstep: Class 1 contains 2253 members 
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	Iteration 178Q: 3 clusters Score -4782730 nChanged 67
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	Iteration 179Q: 3 clusters Score -4782761 nChanged 66
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Mstep: Class 1 contains 2126 members 
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	Iteration 180F: 3 clusters Score -4782788 nChanged 60
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Mstep: Class 1 contains 2070 members 
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	Iteration 181Q: 3 clusters Score -4782794 nChanged 36
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	Iteration 182Q: 3 clusters Score -4782808 nChanged 26
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	Iteration 183Q: 3 clusters Score -4782812 nChanged 22
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	Iteration 184Q: 3 clusters Score -4782810 nChanged 23
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	Iteration 185Q: 3 clusters Score -4782814 nChanged 20
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	Iteration 186Q: 3 clusters Score -4782825 nChanged 22
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	Iteration 187Q: 3 clusters Score -4782832 nChanged 29
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	Iteration 188Q: 3 clusters Score -4782845 nChanged 21
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	Iteration 189Q: 3 clusters Score -4782847 nChanged 18
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	Iteration 190Q: 3 clusters Score -4782846 nChanged 15
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	Iteration 191Q: 3 clusters Score -4782844 nChanged 14
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	Iteration 192Q: 3 clusters Score -4782842 nChanged 12
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	Iteration 193Q: 3 clusters Score -4782850 nChanged 15
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	Iteration 194Q: 3 clusters Score -4782846 nChanged 12
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	Iteration 195Q: 3 clusters Score -4782859 nChanged 11
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	Iteration 196Q: 3 clusters Score -4782858 nChanged 6
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	Iteration 197Q: 3 clusters Score -4782856 nChanged 4
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	Iteration 198Q: 3 clusters Score -4782856 nChanged 4
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	Iteration 199Q: 3 clusters Score -4782861 nChanged 6
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Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -4782856.500000 Penalty: 3446.415283
	Iteration 200F: 3 clusters Score -4782856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -4782858.000000 Penalty: 3446.415283
	Iteration 201Q: 3 clusters Score -4782858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -4782860.000000 Penalty: 3446.415283
	Iteration 202Q: 3 clusters Score -4782860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -4782862.500000 Penalty: 3446.415283
	Iteration 203Q: 3 clusters Score -4782862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -4782865.000000 Penalty: 3446.415283
	Iteration 204Q: 3 clusters Score -4782865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -4782865.000000 Penalty: 3446.415283
	Iteration 205F: 3 clusters Score -4782865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Entering Unmasked Estep 
Score: -937084.312500 Penalty: 1448.320679
	Iteration 0F: 2 clusters Score -937084.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -931578.687500 Penalty: 2896.641357
	Iteration 0F: 3 clusters Score -931578.7 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -933520.312500 Penalty: 2896.641357
	Iteration 1F: 3 clusters Score -933520.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -934054.562500 Penalty: 2896.641357
	Iteration 2F: 3 clusters Score -934054.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -934660.312500 Penalty: 2896.641357
	Iteration 3F: 3 clusters Score -934660.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -935097.750000 Penalty: 2896.641357
	Iteration 4F: 3 clusters Score -935097.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -935404.500000 Penalty: 2896.641357
	Iteration 5F: 3 clusters Score -935404.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -935588.625000 Penalty: 2896.641357
	Iteration 6Q: 3 clusters Score -935588.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -935702.375000 Penalty: 2896.641357
	Iteration 7Q: 3 clusters Score -935702.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -935800.000000 Penalty: 2896.641357
	Iteration 8Q: 3 clusters Score -935800 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -935917.625000 Penalty: 2896.641357
	Iteration 9Q: 3 clusters Score -935917.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -936047.375000 Penalty: 2896.641357
	Iteration 10Q: 3 clusters Score -936047.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -936136.687500 Penalty: 2896.641357
	Iteration 11Q: 3 clusters Score -936136.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -936215.562500 Penalty: 2896.641357
	Iteration 12Q: 3 clusters Score -936215.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -936263.375000 Penalty: 2896.641357
	Iteration 13Q: 3 clusters Score -936263.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -936312.875000 Penalty: 2896.641357
	Iteration 14Q: 3 clusters Score -936312.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -936357.375000 Penalty: 2896.641357
	Iteration 15Q: 3 clusters Score -936357.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -936394.500000 Penalty: 2896.641357
	Iteration 16Q: 3 clusters Score -936394.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -936433.250000 Penalty: 2896.641357
	Iteration 17Q: 3 clusters Score -936433.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -936457.562500 Penalty: 2896.641357
	Iteration 18Q: 3 clusters Score -936457.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -936474.750000 Penalty: 2896.641357
	Iteration 19Q: 3 clusters Score -936474.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -936493.062500 Penalty: 2896.641357
	Iteration 20F: 3 clusters Score -936493.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -936512.687500 Penalty: 2896.641357
	Iteration 21Q: 3 clusters Score -936512.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -936531.625000 Penalty: 2896.641357
	Iteration 22Q: 3 clusters Score -936531.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -936555.812500 Penalty: 2896.641357
	Iteration 23Q: 3 clusters Score -936555.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -936570.125000 Penalty: 2896.641357
	Iteration 24Q: 3 clusters Score -936570.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -936580.812500 Penalty: 2896.641357
	Iteration 25Q: 3 clusters Score -936580.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -936595.250000 Penalty: 2896.641357
	Iteration 26Q: 3 clusters Score -936595.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -936607.312500 Penalty: 2896.641357
	Iteration 27Q: 3 clusters Score -936607.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -936617.625000 Penalty: 2896.641357
	Iteration 28Q: 3 clusters Score -936617.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -936622.687500 Penalty: 2896.641357
	Iteration 29Q: 3 clusters Score -936622.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -936627.812500 Penalty: 2896.641357
	Iteration 30Q: 3 clusters Score -936627.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -936631.125000 Penalty: 2896.641357
	Iteration 31Q: 3 clusters Score -936631.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -936637.437500 Penalty: 2896.641357
	Iteration 32Q: 3 clusters Score -936637.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -936641.062500 Penalty: 2896.641357
	Iteration 33Q: 3 clusters Score -936641.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -936646.937500 Penalty: 2896.641357
	Iteration 34Q: 3 clusters Score -936646.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -936650.000000 Penalty: 2896.641357
	Iteration 35Q: 3 clusters Score -936650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -936653.750000 Penalty: 2896.641357
	Iteration 36Q: 3 clusters Score -936653.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -936655.125000 Penalty: 2896.641357
	Iteration 37Q: 3 clusters Score -936655.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -936659.812500 Penalty: 2896.641357
	Iteration 38Q: 3 clusters Score -936659.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -936663.750000 Penalty: 2896.641357
	Iteration 39Q: 3 clusters Score -936663.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -936662.250000 Penalty: 2896.641357
	Iteration 40F: 3 clusters Score -936662.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -936666.625000 Penalty: 2896.641357
	Iteration 41Q: 3 clusters Score -936666.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -936668.062500 Penalty: 2896.641357
	Iteration 42Q: 3 clusters Score -936668.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -936668.812500 Penalty: 2896.641357
	Iteration 43Q: 3 clusters Score -936668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -936669.187500 Penalty: 2896.641357
	Iteration 44Q: 3 clusters Score -936669.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -936671.812500 Penalty: 2896.641357
	Iteration 45Q: 3 clusters Score -936671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -936674.750000 Penalty: 2896.641357
	Iteration 46Q: 3 clusters Score -936674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -936675.250000 Penalty: 2896.641357
	Iteration 47Q: 3 clusters Score -936675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -936676.125000 Penalty: 2896.641357
	Iteration 48Q: 3 clusters Score -936676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -936674.375000 Penalty: 2896.641357
	Iteration 49Q: 3 clusters Score -936674.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -936677.312500 Penalty: 2896.641357
	Iteration 50Q: 3 clusters Score -936677.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -936676.312500 Penalty: 2896.641357
	Iteration 51Q: 3 clusters Score -936676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -936677.812500 Penalty: 2896.641357
	Iteration 52Q: 3 clusters Score -936677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -936677.562500 Penalty: 2896.641357
	Iteration 53Q: 3 clusters Score -936677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -936677.562500 Penalty: 2896.641357
	Iteration 54F: 3 clusters Score -936677.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Entering Unmasked Estep 
Score: -687592.250000 Penalty: 1397.719482
	Iteration 0F: 2 clusters Score -687592.2 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 2757 members 
Entering Unmasked Estep 
Score: -683338.000000 Penalty: 2795.438965
	Iteration 0F: 3 clusters Score -683338 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -684591.500000 Penalty: 2795.438965
	Iteration 1F: 3 clusters Score -684591.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -684964.937500 Penalty: 2795.438965
	Iteration 2F: 3 clusters Score -684964.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -685340.937500 Penalty: 2795.438965
	Iteration 3F: 3 clusters Score -685340.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -685682.562500 Penalty: 2795.438965
	Iteration 4F: 3 clusters Score -685682.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -685981.875000 Penalty: 2795.438965
	Iteration 5F: 3 clusters Score -685981.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -686249.000000 Penalty: 2795.438965
	Iteration 6F: 3 clusters Score -686249 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -686411.750000 Penalty: 2795.438965
	Iteration 7Q: 3 clusters Score -686411.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -686493.125000 Penalty: 2795.438965
	Iteration 8Q: 3 clusters Score -686493.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -686547.375000 Penalty: 2795.438965
	Iteration 9Q: 3 clusters Score -686547.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -686589.062500 Penalty: 2795.438965
	Iteration 10Q: 3 clusters Score -686589.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -686610.437500 Penalty: 2795.438965
	Iteration 11Q: 3 clusters Score -686610.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -686624.250000 Penalty: 2795.438965
	Iteration 12Q: 3 clusters Score -686624.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -686634.687500 Penalty: 2795.438965
	Iteration 13Q: 3 clusters Score -686634.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -686642.562500 Penalty: 2795.438965
	Iteration 14Q: 3 clusters Score -686642.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -686648.625000 Penalty: 2795.438965
	Iteration 15Q: 3 clusters Score -686648.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -686654.250000 Penalty: 2795.438965
	Iteration 16Q: 3 clusters Score -686654.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -686659.500000 Penalty: 2795.438965
	Iteration 17Q: 3 clusters Score -686659.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -686661.187500 Penalty: 2795.438965
	Iteration 18Q: 3 clusters Score -686661.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -686663.750000 Penalty: 2795.438965
	Iteration 19Q: 3 clusters Score -686663.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -686668.562500 Penalty: 2795.438965
	Iteration 20F: 3 clusters Score -686668.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -686670.437500 Penalty: 2795.438965
	Iteration 21Q: 3 clusters Score -686670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -686671.812500 Penalty: 2795.438965
	Iteration 22Q: 3 clusters Score -686671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -686672.125000 Penalty: 2795.438965
	Iteration 23Q: 3 clusters Score -686672.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -686673.312500 Penalty: 2795.438965
	Iteration 24Q: 3 clusters Score -686673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -686673.250000 Penalty: 2795.438965
	Iteration 25Q: 3 clusters Score -686673.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -686673.250000 Penalty: 2795.438965
	Iteration 26F: 3 clusters Score -686673.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Entering Unmasked Estep 
Score: -3532496.250000 Penalty: 1663.470215
	Iteration 0F: 2 clusters Score -3532496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3513662.000000 Penalty: 3326.940430
	Iteration 0F: 3 clusters Score -3513662 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3520767.500000 Penalty: 3326.940430
	Iteration 1F: 3 clusters Score -3520768 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3521269.000000 Penalty: 3326.940430
	Iteration 2Q: 3 clusters Score -3521269 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -3521875.000000 Penalty: 3326.940430
	Iteration 3F: 3 clusters Score -3521875 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3522649.500000 Penalty: 3326.940430
	Iteration 4F: 3 clusters Score -3522650 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3523570.000000 Penalty: 3326.940430
	Iteration 5F: 3 clusters Score -3523570 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -3524770.000000 Penalty: 3326.940430
	Iteration 6F: 3 clusters Score -3524770 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -3526130.250000 Penalty: 3326.940430
	Iteration 7F: 3 clusters Score -3526130 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3527412.750000 Penalty: 3326.940430
	Iteration 8F: 3 clusters Score -3527413 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3528628.250000 Penalty: 3326.940430
	Iteration 9F: 3 clusters Score -3528628 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3529624.250000 Penalty: 3326.940430
	Iteration 10Q: 3 clusters Score -3529624 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3530287.500000 Penalty: 3326.940430
	Iteration 11Q: 3 clusters Score -3530288 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3530669.500000 Penalty: 3326.940430
	Iteration 12Q: 3 clusters Score -3530670 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3530864.250000 Penalty: 3326.940430
	Iteration 13Q: 3 clusters Score -3530864 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3530938.750000 Penalty: 3326.940430
	Iteration 14Q: 3 clusters Score -3530939 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3530994.250000 Penalty: 3326.940430
	Iteration 15Q: 3 clusters Score -3530994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3531027.000000 Penalty: 3326.940430
	Iteration 16Q: 3 clusters Score -3531027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3531051.000000 Penalty: 3326.940430
	Iteration 17Q: 3 clusters Score -3531051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3531078.500000 Penalty: 3326.940430
	Iteration 18Q: 3 clusters Score -3531078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3531089.000000 Penalty: 3326.940430
	Iteration 19Q: 3 clusters Score -3531089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3531097.750000 Penalty: 3326.940430
	Iteration 20F: 3 clusters Score -3531098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3531110.250000 Penalty: 3326.940430
	Iteration 21Q: 3 clusters Score -3531110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3531110.500000 Penalty: 3326.940430
	Iteration 22Q: 3 clusters Score -3531110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3531112.000000 Penalty: 3326.940430
	Iteration 23Q: 3 clusters Score -3531112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3531118.000000 Penalty: 3326.940430
	Iteration 24Q: 3 clusters Score -3531118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3531117.500000 Penalty: 3326.940430
	Iteration 25Q: 3 clusters Score -3531118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3531125.500000 Penalty: 3326.940430
	Iteration 26Q: 3 clusters Score -3531126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3531130.250000 Penalty: 3326.940430
	Iteration 27Q: 3 clusters Score -3531130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3531128.750000 Penalty: 3326.940430
	Iteration 28Q: 3 clusters Score -3531129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3531129.750000 Penalty: 3326.940430
	Iteration 29Q: 3 clusters Score -3531130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3531130.000000 Penalty: 3326.940430
	Iteration 30Q: 3 clusters Score -3531130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3531130.000000 Penalty: 3326.940430
	Iteration 31Q: 3 clusters Score -3531130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3531130.000000 Penalty: 3326.940430
	Iteration 32F: 3 clusters Score -3531130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Entering Unmasked Estep 
Score: -3981410.250000 Penalty: 1680.512207
	Iteration 0F: 2 clusters Score -3981410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3960538.250000 Penalty: 3361.024414
	Iteration 0F: 3 clusters Score -3960538 nChanged 14278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3968766.250000 Penalty: 3361.024414
	Iteration 1F: 3 clusters Score -3968766 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3969412.500000 Penalty: 3361.024414
	Iteration 2Q: 3 clusters Score -3969412 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3970281.500000 Penalty: 3361.024414
	Iteration 3F: 3 clusters Score -3970282 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3971386.000000 Penalty: 3361.024414
	Iteration 4F: 3 clusters Score -3971386 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3972718.750000 Penalty: 3361.024414
	Iteration 5F: 3 clusters Score -3972719 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -3974007.750000 Penalty: 3361.024414
	Iteration 6F: 3 clusters Score -3974008 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -3974948.750000 Penalty: 3361.024414
	Iteration 7F: 3 clusters Score -3974949 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3975629.000000 Penalty: 3361.024414
	Iteration 8Q: 3 clusters Score -3975629 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -3976035.250000 Penalty: 3361.024414
	Iteration 9Q: 3 clusters Score -3976035 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3976391.000000 Penalty: 3361.024414
	Iteration 10Q: 3 clusters Score -3976391 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -3976626.500000 Penalty: 3361.024414
	Iteration 11Q: 3 clusters Score -3976626 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3976806.250000 Penalty: 3361.024414
	Iteration 12Q: 3 clusters Score -3976806 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3977018.750000 Penalty: 3361.024414
	Iteration 13Q: 3 clusters Score -3977019 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3977139.250000 Penalty: 3361.024414
	Iteration 14Q: 3 clusters Score -3977139 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3977328.500000 Penalty: 3361.024414
	Iteration 15Q: 3 clusters Score -3977328 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -3977507.250000 Penalty: 3361.024414
	Iteration 16Q: 3 clusters Score -3977507 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -3977708.250000 Penalty: 3361.024414
	Iteration 17Q: 3 clusters Score -3977708 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3977916.500000 Penalty: 3361.024414
	Iteration 18Q: 3 clusters Score -3977916 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -3978051.250000 Penalty: 3361.024414
	Iteration 19Q: 3 clusters Score -3978051 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -3978140.250000 Penalty: 3361.024414
	Iteration 20F: 3 clusters Score -3978140 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -3978249.250000 Penalty: 3361.024414
	Iteration 21Q: 3 clusters Score -3978249 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3978343.500000 Penalty: 3361.024414
	Iteration 22Q: 3 clusters Score -3978344 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -3978436.750000 Penalty: 3361.024414
	Iteration 23Q: 3 clusters Score -3978437 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3978499.000000 Penalty: 3361.024414
	Iteration 24Q: 3 clusters Score -3978499 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -3978575.000000 Penalty: 3361.024414
	Iteration 25Q: 3 clusters Score -3978575 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3978655.250000 Penalty: 3361.024414
	Iteration 26Q: 3 clusters Score -3978655 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -3978705.500000 Penalty: 3361.024414
	Iteration 27Q: 3 clusters Score -3978706 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3978761.750000 Penalty: 3361.024414
	Iteration 28Q: 3 clusters Score -3978762 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -3978799.000000 Penalty: 3361.024414
	Iteration 29Q: 3 clusters Score -3978799 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3978837.500000 Penalty: 3361.024414
	Iteration 30Q: 3 clusters Score -3978838 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -3978887.500000 Penalty: 3361.024414
	Iteration 31Q: 3 clusters Score -3978888 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -3978941.500000 Penalty: 3361.024414
	Iteration 32Q: 3 clusters Score -3978942 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -3978987.750000 Penalty: 3361.024414
	Iteration 33Q: 3 clusters Score -3978988 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -3979039.000000 Penalty: 3361.024414
	Iteration 34Q: 3 clusters Score -3979039 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3979100.500000 Penalty: 3361.024414
	Iteration 35Q: 3 clusters Score -3979100 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3979165.750000 Penalty: 3361.024414
	Iteration 36Q: 3 clusters Score -3979166 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -3979235.000000 Penalty: 3361.024414
	Iteration 37Q: 3 clusters Score -3979235 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3979317.750000 Penalty: 3361.024414
	Iteration 38Q: 3 clusters Score -3979318 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3979404.250000 Penalty: 3361.024414
	Iteration 39Q: 3 clusters Score -3979404 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3979483.500000 Penalty: 3361.024414
	Iteration 40F: 3 clusters Score -3979484 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3979549.750000 Penalty: 3361.024414
	Iteration 41Q: 3 clusters Score -3979550 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3979629.250000 Penalty: 3361.024414
	Iteration 42Q: 3 clusters Score -3979629 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3979706.750000 Penalty: 3361.024414
	Iteration 43Q: 3 clusters Score -3979707 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3979778.750000 Penalty: 3361.024414
	Iteration 44Q: 3 clusters Score -3979779 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3979872.000000 Penalty: 3361.024414
	Iteration 45Q: 3 clusters Score -3979872 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3979963.750000 Penalty: 3361.024414
	Iteration 46Q: 3 clusters Score -3979964 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -3980060.250000 Penalty: 3361.024414
	Iteration 47Q: 3 clusters Score -3980060 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -3980168.750000 Penalty: 3361.024414
	Iteration 48Q: 3 clusters Score -3980169 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3980263.500000 Penalty: 3361.024414
	Iteration 49Q: 3 clusters Score -3980264 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3980367.500000 Penalty: 3361.024414
	Iteration 50Q: 3 clusters Score -3980368 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3980446.000000 Penalty: 3361.024414
	Iteration 51Q: 3 clusters Score -3980446 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -3980516.500000 Penalty: 3361.024414
	Iteration 52Q: 3 clusters Score -3980516 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -3980594.500000 Penalty: 3361.024414
	Iteration 53Q: 3 clusters Score -3980594 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -3980649.250000 Penalty: 3361.024414
	Iteration 54Q: 3 clusters Score -3980649 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -3980702.500000 Penalty: 3361.024414
	Iteration 55Q: 3 clusters Score -3980702 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -3980740.000000 Penalty: 3361.024414
	Iteration 56Q: 3 clusters Score -3980740 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3980778.750000 Penalty: 3361.024414
	Iteration 57Q: 3 clusters Score -3980779 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -3980782.000000 Penalty: 3361.024414
	Iteration 58Q: 3 clusters Score -3980782 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -3980814.500000 Penalty: 3361.024414
	Iteration 59Q: 3 clusters Score -3980814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3980824.000000 Penalty: 3361.024414
	Iteration 60F: 3 clusters Score -3980824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3980838.000000 Penalty: 3361.024414
	Iteration 61Q: 3 clusters Score -3980838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -3980858.500000 Penalty: 3361.024414
	Iteration 62Q: 3 clusters Score -3980858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -3980873.750000 Penalty: 3361.024414
	Iteration 63Q: 3 clusters Score -3980874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3980876.250000 Penalty: 3361.024414
	Iteration 64Q: 3 clusters Score -3980876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3980881.000000 Penalty: 3361.024414
	Iteration 65Q: 3 clusters Score -3980881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -3980884.250000 Penalty: 3361.024414
	Iteration 66Q: 3 clusters Score -3980884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -3980890.000000 Penalty: 3361.024414
	Iteration 67Q: 3 clusters Score -3980890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3980899.500000 Penalty: 3361.024414
	Iteration 68Q: 3 clusters Score -3980900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -3980906.000000 Penalty: 3361.024414
	Iteration 69Q: 3 clusters Score -3980906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -3980903.750000 Penalty: 3361.024414
	Iteration 70Q: 3 clusters Score -3980904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3980912.750000 Penalty: 3361.024414
	Iteration 71Q: 3 clusters Score -3980913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -3980912.000000 Penalty: 3361.024414
	Iteration 72Q: 3 clusters Score -3980912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3980917.250000 Penalty: 3361.024414
	Iteration 73Q: 3 clusters Score -3980917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -3980916.500000 Penalty: 3361.024414
	Iteration 74Q: 3 clusters Score -3980916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -3980924.250000 Penalty: 3361.024414
	Iteration 75Q: 3 clusters Score -3980924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3980924.500000 Penalty: 3361.024414
	Iteration 76Q: 3 clusters Score -3980924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3980939.750000 Penalty: 3361.024414
	Iteration 77Q: 3 clusters Score -3980940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -3980944.500000 Penalty: 3361.024414
	Iteration 78Q: 3 clusters Score -3980944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3980951.750000 Penalty: 3361.024414
	Iteration 79Q: 3 clusters Score -3980952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3980949.250000 Penalty: 3361.024414
	Iteration 80F: 3 clusters Score -3980949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -3980949.250000 Penalty: 3361.024414
	Iteration 81Q: 3 clusters Score -3980949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -3980952.750000 Penalty: 3361.024414
	Iteration 82Q: 3 clusters Score -3980953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -3980950.250000 Penalty: 3361.024414
	Iteration 83Q: 3 clusters Score -3980950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -3980950.250000 Penalty: 3361.024414
	Iteration 84F: 3 clusters Score -3980950 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: -405530.968750 Penalty: 1338.547485
	Iteration 0F: 2 clusters Score -405531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -402332.593750 Penalty: 2677.094971
	Iteration 0F: 3 clusters Score -402332.6 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -403327.781250 Penalty: 2677.094971
	Iteration 1F: 3 clusters Score -403327.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -403574.187500 Penalty: 2677.094971
	Iteration 2F: 3 clusters Score -403574.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -403805.343750 Penalty: 2677.094971
	Iteration 3F: 3 clusters Score -403805.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -404073.593750 Penalty: 2677.094971
	Iteration 4F: 3 clusters Score -404073.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -404407.031250 Penalty: 2677.094971
	Iteration 5F: 3 clusters Score -404407 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -404704.500000 Penalty: 2677.094971
	Iteration 6F: 3 clusters Score -404704.5 nChanged 212
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: -404947.843750 Penalty: 2677.094971
	Iteration 7F: 3 clusters Score -404947.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -405126.062500 Penalty: 2677.094971
	Iteration 8Q: 3 clusters Score -405126.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -405239.937500 Penalty: 2677.094971
	Iteration 9Q: 3 clusters Score -405239.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -405322.281250 Penalty: 2677.094971
	Iteration 10Q: 3 clusters Score -405322.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -405369.968750 Penalty: 2677.094971
	Iteration 11Q: 3 clusters Score -405370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -405403.000000 Penalty: 2677.094971
	Iteration 12Q: 3 clusters Score -405403 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -405424.343750 Penalty: 2677.094971
	Iteration 13Q: 3 clusters Score -405424.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -405435.406250 Penalty: 2677.094971
	Iteration 14Q: 3 clusters Score -405435.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -405440.156250 Penalty: 2677.094971
	Iteration 15Q: 3 clusters Score -405440.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -405445.750000 Penalty: 2677.094971
	Iteration 16Q: 3 clusters Score -405445.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -405448.843750 Penalty: 2677.094971
	Iteration 17Q: 3 clusters Score -405448.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -405452.218750 Penalty: 2677.094971
	Iteration 18Q: 3 clusters Score -405452.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -405454.093750 Penalty: 2677.094971
	Iteration 19Q: 3 clusters Score -405454.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -405455.187500 Penalty: 2677.094971
	Iteration 20F: 3 clusters Score -405455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -405455.656250 Penalty: 2677.094971
	Iteration 21Q: 3 clusters Score -405455.7 nChanged 3
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: -405456.406250 Penalty: 2677.094971
	Iteration 22Q: 3 clusters Score -405456.4 nChanged 0
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: -405456.406250 Penalty: 2677.094971
	Iteration 23F: 3 clusters Score -405456.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Entering Unmasked Estep 
Score: -619182.250000 Penalty: 1384.173828
	Iteration 0F: 2 clusters Score -619182.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -615120.625000 Penalty: 2768.347656
	Iteration 0F: 3 clusters Score -615120.6 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -616188.812500 Penalty: 2768.347656
	Iteration 1F: 3 clusters Score -616188.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -616372.250000 Penalty: 2768.347656
	Iteration 2F: 3 clusters Score -616372.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -616508.437500 Penalty: 2768.347656
	Iteration 3F: 3 clusters Score -616508.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -616628.375000 Penalty: 2768.347656
	Iteration 4Q: 3 clusters Score -616628.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -616742.937500 Penalty: 2768.347656
	Iteration 5Q: 3 clusters Score -616742.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -616851.625000 Penalty: 2768.347656
	Iteration 6Q: 3 clusters Score -616851.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -616949.937500 Penalty: 2768.347656
	Iteration 7Q: 3 clusters Score -616949.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -617029.687500 Penalty: 2768.347656
	Iteration 8Q: 3 clusters Score -617029.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -617110.125000 Penalty: 2768.347656
	Iteration 9Q: 3 clusters Score -617110.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -617207.812500 Penalty: 2768.347656
	Iteration 10Q: 3 clusters Score -617207.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -617297.625000 Penalty: 2768.347656
	Iteration 11Q: 3 clusters Score -617297.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -617383.062500 Penalty: 2768.347656
	Iteration 12Q: 3 clusters Score -617383.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -617465.250000 Penalty: 2768.347656
	Iteration 13Q: 3 clusters Score -617465.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -617547.125000 Penalty: 2768.347656
	Iteration 14Q: 3 clusters Score -617547.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -617616.625000 Penalty: 2768.347656
	Iteration 15Q: 3 clusters Score -617616.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -617674.312500 Penalty: 2768.347656
	Iteration 16Q: 3 clusters Score -617674.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -617723.375000 Penalty: 2768.347656
	Iteration 17Q: 3 clusters Score -617723.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -617760.812500 Penalty: 2768.347656
	Iteration 18Q: 3 clusters Score -617760.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -617779.875000 Penalty: 2768.347656
	Iteration 19Q: 3 clusters Score -617779.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -617802.375000 Penalty: 2768.347656
	Iteration 20F: 3 clusters Score -617802.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -617822.375000 Penalty: 2768.347656
	Iteration 21Q: 3 clusters Score -617822.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -617845.937500 Penalty: 2768.347656
	Iteration 22Q: 3 clusters Score -617845.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -617869.750000 Penalty: 2768.347656
	Iteration 23Q: 3 clusters Score -617869.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -617894.812500 Penalty: 2768.347656
	Iteration 24Q: 3 clusters Score -617894.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -617918.000000 Penalty: 2768.347656
	Iteration 25Q: 3 clusters Score -617918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -617930.812500 Penalty: 2768.347656
	Iteration 26Q: 3 clusters Score -617930.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -617937.000000 Penalty: 2768.347656
	Iteration 27Q: 3 clusters Score -617937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -617941.437500 Penalty: 2768.347656
	Iteration 28Q: 3 clusters Score -617941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -617943.812500 Penalty: 2768.347656
	Iteration 29Q: 3 clusters Score -617943.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -617944.875000 Penalty: 2768.347656
	Iteration 30Q: 3 clusters Score -617944.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -617944.875000 Penalty: 2768.347656
	Iteration 31F: 3 clusters Score -617944.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Entering Unmasked Estep 
Score: -3964872.500000 Penalty: 1681.098389
	Iteration 0F: 2 clusters Score -3964872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3943914.250000 Penalty: 3362.196777
	Iteration 0F: 3 clusters Score -3943914 nChanged 14407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3952037.250000 Penalty: 3362.196777
	Iteration 1F: 3 clusters Score -3952037 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3952590.500000 Penalty: 3362.196777
	Iteration 2Q: 3 clusters Score -3952590 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3953370.000000 Penalty: 3362.196777
	Iteration 3F: 3 clusters Score -3953370 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -3954449.500000 Penalty: 3362.196777
	Iteration 4F: 3 clusters Score -3954450 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3955875.250000 Penalty: 3362.196777
	Iteration 5F: 3 clusters Score -3955875 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3957486.000000 Penalty: 3362.196777
	Iteration 6F: 3 clusters Score -3957486 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3959155.000000 Penalty: 3362.196777
	Iteration 7F: 3 clusters Score -3959155 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3960672.750000 Penalty: 3362.196777
	Iteration 8F: 3 clusters Score -3960673 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3961772.250000 Penalty: 3362.196777
	Iteration 9Q: 3 clusters Score -3961772 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -3962221.750000 Penalty: 3362.196777
	Iteration 10Q: 3 clusters Score -3962222 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -3962392.000000 Penalty: 3362.196777
	Iteration 11Q: 3 clusters Score -3962392 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3962516.250000 Penalty: 3362.196777
	Iteration 12Q: 3 clusters Score -3962516 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -3962590.750000 Penalty: 3362.196777
	Iteration 13Q: 3 clusters Score -3962591 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3962644.500000 Penalty: 3362.196777
	Iteration 14Q: 3 clusters Score -3962644 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -3962679.500000 Penalty: 3362.196777
	Iteration 15Q: 3 clusters Score -3962680 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -3962702.500000 Penalty: 3362.196777
	Iteration 16Q: 3 clusters Score -3962702 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3962732.250000 Penalty: 3362.196777
	Iteration 17Q: 3 clusters Score -3962732 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -3962740.500000 Penalty: 3362.196777
	Iteration 18Q: 3 clusters Score -3962740 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -3962760.500000 Penalty: 3362.196777
	Iteration 19Q: 3 clusters Score -3962760 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -3962764.500000 Penalty: 3362.196777
	Iteration 20F: 3 clusters Score -3962764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3962778.250000 Penalty: 3362.196777
	Iteration 21Q: 3 clusters Score -3962778 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -3962783.500000 Penalty: 3362.196777
	Iteration 22Q: 3 clusters Score -3962784 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3962794.500000 Penalty: 3362.196777
	Iteration 23Q: 3 clusters Score -3962794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3962792.250000 Penalty: 3362.196777
	Iteration 24Q: 3 clusters Score -3962792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3962800.750000 Penalty: 3362.196777
	Iteration 25Q: 3 clusters Score -3962801 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3962810.750000 Penalty: 3362.196777
	Iteration 26Q: 3 clusters Score -3962811 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3962817.250000 Penalty: 3362.196777
	Iteration 27Q: 3 clusters Score -3962817 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -3962820.000000 Penalty: 3362.196777
	Iteration 28Q: 3 clusters Score -3962820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3962826.750000 Penalty: 3362.196777
	Iteration 29Q: 3 clusters Score -3962827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -3962819.500000 Penalty: 3362.196777
	Iteration 30Q: 3 clusters Score -3962820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -3962821.000000 Penalty: 3362.196777
	Iteration 31Q: 3 clusters Score -3962821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3962829.000000 Penalty: 3362.196777
	Iteration 32Q: 3 clusters Score -3962829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -3962835.000000 Penalty: 3362.196777
	Iteration 33Q: 3 clusters Score -3962835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -3962835.000000 Penalty: 3362.196777
	Iteration 34Q: 3 clusters Score -3962835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3962833.750000 Penalty: 3362.196777
	Iteration 35Q: 3 clusters Score -3962834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -3962830.250000 Penalty: 3362.196777
	Iteration 36Q: 3 clusters Score -3962830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3962835.250000 Penalty: 3362.196777
	Iteration 37Q: 3 clusters Score -3962835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3962827.500000 Penalty: 3362.196777
	Iteration 38Q: 3 clusters Score -3962828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3962831.500000 Penalty: 3362.196777
	Iteration 39Q: 3 clusters Score -3962832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -3962831.250000 Penalty: 3362.196777
	Iteration 40F: 3 clusters Score -3962831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -3962834.750000 Penalty: 3362.196777
	Iteration 41Q: 3 clusters Score -3962835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -3962836.250000 Penalty: 3362.196777
	Iteration 42Q: 3 clusters Score -3962836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3962836.250000 Penalty: 3362.196777
	Iteration 43Q: 3 clusters Score -3962836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -3962841.250000 Penalty: 3362.196777
	Iteration 44Q: 3 clusters Score -3962841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -3962837.000000 Penalty: 3362.196777
	Iteration 45Q: 3 clusters Score -3962837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3962837.500000 Penalty: 3362.196777
	Iteration 46Q: 3 clusters Score -3962838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3962838.750000 Penalty: 3362.196777
	Iteration 47Q: 3 clusters Score -3962839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3962837.750000 Penalty: 3362.196777
	Iteration 48Q: 3 clusters Score -3962838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3962839.250000 Penalty: 3362.196777
	Iteration 49Q: 3 clusters Score -3962839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3962836.000000 Penalty: 3362.196777
	Iteration 50Q: 3 clusters Score -3962836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3962838.750000 Penalty: 3362.196777
	Iteration 51Q: 3 clusters Score -3962839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -3962838.750000 Penalty: 3362.196777
	Iteration 52Q: 3 clusters Score -3962839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -3962839.250000 Penalty: 3362.196777
	Iteration 53Q: 3 clusters Score -3962839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -3962839.500000 Penalty: 3362.196777
	Iteration 54Q: 3 clusters Score -3962840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -3962833.500000 Penalty: 3362.196777
	Iteration 55Q: 3 clusters Score -3962834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3962834.750000 Penalty: 3362.196777
	Iteration 56Q: 3 clusters Score -3962835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3962839.500000 Penalty: 3362.196777
	Iteration 57Q: 3 clusters Score -3962840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3962837.000000 Penalty: 3362.196777
	Iteration 58Q: 3 clusters Score -3962837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -3962841.250000 Penalty: 3362.196777
	Iteration 59Q: 3 clusters Score -3962841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3962838.250000 Penalty: 3362.196777
	Iteration 60F: 3 clusters Score -3962838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -3962837.500000 Penalty: 3362.196777
	Iteration 61Q: 3 clusters Score -3962838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -3962833.750000 Penalty: 3362.196777
	Iteration 62Q: 3 clusters Score -3962834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3962840.250000 Penalty: 3362.196777
	Iteration 63Q: 3 clusters Score -3962840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -3962835.750000 Penalty: 3362.196777
	Iteration 64Q: 3 clusters Score -3962836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3962828.000000 Penalty: 3362.196777
	Iteration 65Q: 3 clusters Score -3962828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3962836.250000 Penalty: 3362.196777
	Iteration 66Q: 3 clusters Score -3962836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -3962850.000000 Penalty: 3362.196777
	Iteration 67Q: 3 clusters Score -3962850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3962852.250000 Penalty: 3362.196777
	Iteration 68Q: 3 clusters Score -3962852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3962843.250000 Penalty: 3362.196777
	Iteration 69Q: 3 clusters Score -3962843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -3962845.500000 Penalty: 3362.196777
	Iteration 70Q: 3 clusters Score -3962846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3962836.250000 Penalty: 3362.196777
	Iteration 71Q: 3 clusters Score -3962836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -3962841.000000 Penalty: 3362.196777
	Iteration 72Q: 3 clusters Score -3962841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3962842.500000 Penalty: 3362.196777
	Iteration 73Q: 3 clusters Score -3962842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3962839.500000 Penalty: 3362.196777
	Iteration 74Q: 3 clusters Score -3962840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -3962840.000000 Penalty: 3362.196777
	Iteration 75Q: 3 clusters Score -3962840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -3962840.000000 Penalty: 3362.196777
	Iteration 76F: 3 clusters Score -3962840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Entering Unmasked Estep 
Score: -2108206.250000 Penalty: 1577.947998
	Iteration 0F: 2 clusters Score -2108206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2096743.875000 Penalty: 3155.895996
	Iteration 0F: 3 clusters Score -2096744 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2100791.250000 Penalty: 3155.895996
	Iteration 1F: 3 clusters Score -2100791 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2101085.000000 Penalty: 3155.895996
	Iteration 2F: 3 clusters Score -2101085 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2101352.250000 Penalty: 3155.895996
	Iteration 3Q: 3 clusters Score -2101352 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2101636.250000 Penalty: 3155.895996
	Iteration 4Q: 3 clusters Score -2101636 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2102011.750000 Penalty: 3155.895996
	Iteration 5Q: 3 clusters Score -2102012 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2102552.500000 Penalty: 3155.895996
	Iteration 6F: 3 clusters Score -2102552 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2103287.500000 Penalty: 3155.895996
	Iteration 7F: 3 clusters Score -2103288 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2104235.000000 Penalty: 3155.895996
	Iteration 8F: 3 clusters Score -2104235 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2105164.500000 Penalty: 3155.895996
	Iteration 9F: 3 clusters Score -2105164 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2105884.000000 Penalty: 3155.895996
	Iteration 10Q: 3 clusters Score -2105884 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2106353.750000 Penalty: 3155.895996
	Iteration 11Q: 3 clusters Score -2106354 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2106561.250000 Penalty: 3155.895996
	Iteration 12Q: 3 clusters Score -2106561 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2106660.250000 Penalty: 3155.895996
	Iteration 13Q: 3 clusters Score -2106660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2106731.250000 Penalty: 3155.895996
	Iteration 14Q: 3 clusters Score -2106731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2106771.500000 Penalty: 3155.895996
	Iteration 15Q: 3 clusters Score -2106772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2106788.250000 Penalty: 3155.895996
	Iteration 16Q: 3 clusters Score -2106788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2106797.000000 Penalty: 3155.895996
	Iteration 17Q: 3 clusters Score -2106797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2106802.500000 Penalty: 3155.895996
	Iteration 18Q: 3 clusters Score -2106802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2106804.500000 Penalty: 3155.895996
	Iteration 19Q: 3 clusters Score -2106804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2106806.250000 Penalty: 3155.895996
	Iteration 20F: 3 clusters Score -2106806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2106810.250000 Penalty: 3155.895996
	Iteration 21Q: 3 clusters Score -2106810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2106808.750000 Penalty: 3155.895996
	Iteration 22Q: 3 clusters Score -2106809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2106811.250000 Penalty: 3155.895996
	Iteration 23Q: 3 clusters Score -2106811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2106812.500000 Penalty: 3155.895996
	Iteration 24Q: 3 clusters Score -2106812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2106813.250000 Penalty: 3155.895996
	Iteration 25Q: 3 clusters Score -2106813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2106813.250000 Penalty: 3155.895996
	Iteration 26F: 3 clusters Score -2106813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -455333.531250 Penalty: 1332.546753
	Iteration 0F: 2 clusters Score -455333.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -452193.812500 Penalty: 2665.093506
	Iteration 0F: 3 clusters Score -452193.8 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -453019.562500 Penalty: 2665.093506
	Iteration 1F: 3 clusters Score -453019.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -453212.500000 Penalty: 2665.093506
	Iteration 2F: 3 clusters Score -453212.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -453402.281250 Penalty: 2665.093506
	Iteration 3F: 3 clusters Score -453402.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -453614.093750 Penalty: 2665.093506
	Iteration 4F: 3 clusters Score -453614.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -453834.843750 Penalty: 2665.093506
	Iteration 5F: 3 clusters Score -453834.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -454075.687500 Penalty: 2665.093506
	Iteration 6F: 3 clusters Score -454075.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -454253.843750 Penalty: 2665.093506
	Iteration 7F: 3 clusters Score -454253.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -454382.343750 Penalty: 2665.093506
	Iteration 8Q: 3 clusters Score -454382.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -454473.406250 Penalty: 2665.093506
	Iteration 9Q: 3 clusters Score -454473.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -454533.187500 Penalty: 2665.093506
	Iteration 10Q: 3 clusters Score -454533.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -454560.656250 Penalty: 2665.093506
	Iteration 11Q: 3 clusters Score -454560.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -454577.437500 Penalty: 2665.093506
	Iteration 12Q: 3 clusters Score -454577.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -454585.531250 Penalty: 2665.093506
	Iteration 13Q: 3 clusters Score -454585.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -454590.937500 Penalty: 2665.093506
	Iteration 14Q: 3 clusters Score -454590.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -454593.093750 Penalty: 2665.093506
	Iteration 15Q: 3 clusters Score -454593.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -454595.968750 Penalty: 2665.093506
	Iteration 16Q: 3 clusters Score -454596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -454598.125000 Penalty: 2665.093506
	Iteration 17Q: 3 clusters Score -454598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -454600.000000 Penalty: 2665.093506
	Iteration 18Q: 3 clusters Score -454600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -454600.781250 Penalty: 2665.093506
	Iteration 19Q: 3 clusters Score -454600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -454601.437500 Penalty: 2665.093506
	Iteration 20F: 3 clusters Score -454601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -454601.781250 Penalty: 2665.093506
	Iteration 21Q: 3 clusters Score -454601.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -454601.781250 Penalty: 2665.093506
	Iteration 22F: 3 clusters Score -454601.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -28736.486328 Penalty: 906.706116
	Iteration 0F: 2 clusters Score -28736.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27918.148438 Penalty: 1813.412231
	Iteration 0F: 3 clusters Score -27918.15 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28104.505859 Penalty: 1813.412231
	Iteration 1F: 3 clusters Score -28104.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28152.878906 Penalty: 1813.412231
	Iteration 2F: 3 clusters Score -28152.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28174.398438 Penalty: 1813.412231
	Iteration 3Q: 3 clusters Score -28174.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28178.353516 Penalty: 1813.412231
	Iteration 4Q: 3 clusters Score -28178.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28181.603516 Penalty: 1813.412231
	Iteration 5Q: 3 clusters Score -28181.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28181.603516 Penalty: 1813.412231
	Iteration 6F: 3 clusters Score -28181.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Entering Unmasked Estep 
Score: -448061.687500 Penalty: 1336.557251
	Iteration 0F: 2 clusters Score -448061.7 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 1834 members 
Entering Unmasked Estep 
Score: -444900.937500 Penalty: 2673.114502
	Iteration 0F: 3 clusters Score -444900.9 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -445807.468750 Penalty: 2673.114502
	Iteration 1F: 3 clusters Score -445807.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -446088.625000 Penalty: 2673.114502
	Iteration 2F: 3 clusters Score -446088.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -446342.093750 Penalty: 2673.114502
	Iteration 3F: 3 clusters Score -446342.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -446552.093750 Penalty: 2673.114502
	Iteration 4F: 3 clusters Score -446552.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -446728.500000 Penalty: 2673.114502
	Iteration 5F: 3 clusters Score -446728.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -446872.593750 Penalty: 2673.114502
	Iteration 6F: 3 clusters Score -446872.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -446979.125000 Penalty: 2673.114502
	Iteration 7Q: 3 clusters Score -446979.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -447059.000000 Penalty: 2673.114502
	Iteration 8Q: 3 clusters Score -447059 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -447126.187500 Penalty: 2673.114502
	Iteration 9Q: 3 clusters Score -447126.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -447169.031250 Penalty: 2673.114502
	Iteration 10Q: 3 clusters Score -447169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -447204.500000 Penalty: 2673.114502
	Iteration 11Q: 3 clusters Score -447204.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -447232.156250 Penalty: 2673.114502
	Iteration 12Q: 3 clusters Score -447232.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -447255.468750 Penalty: 2673.114502
	Iteration 13Q: 3 clusters Score -447255.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -447279.000000 Penalty: 2673.114502
	Iteration 14Q: 3 clusters Score -447279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -447292.156250 Penalty: 2673.114502
	Iteration 15Q: 3 clusters Score -447292.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -447309.875000 Penalty: 2673.114502
	Iteration 16Q: 3 clusters Score -447309.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -447324.937500 Penalty: 2673.114502
	Iteration 17Q: 3 clusters Score -447324.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -447335.312500 Penalty: 2673.114502
	Iteration 18Q: 3 clusters Score -447335.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -447343.531250 Penalty: 2673.114502
	Iteration 19Q: 3 clusters Score -447343.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -447347.187500 Penalty: 2673.114502
	Iteration 20F: 3 clusters Score -447347.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -447350.125000 Penalty: 2673.114502
	Iteration 21Q: 3 clusters Score -447350.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -447350.531250 Penalty: 2673.114502
	Iteration 22Q: 3 clusters Score -447350.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -447351.187500 Penalty: 2673.114502
	Iteration 23Q: 3 clusters Score -447351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -447351.906250 Penalty: 2673.114502
	Iteration 24Q: 3 clusters Score -447351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -447352.781250 Penalty: 2673.114502
	Iteration 25Q: 3 clusters Score -447352.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -447352.781250 Penalty: 2673.114502
	Iteration 26F: 3 clusters Score -447352.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (60086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60086 members 
Entering Unmasked Estep 
Score: -7059382.000000 Penalty: 1788.073975
	Iteration 0F: 2 clusters Score -7059382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -7019343.000000 Penalty: 3576.147949
	Iteration 0F: 3 clusters Score -7019343 nChanged 28299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -7036606.500000 Penalty: 3576.147949
	Iteration 1F: 3 clusters Score -7036606 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -7038247.500000 Penalty: 3576.147949
	Iteration 2F: 3 clusters Score -7038248 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -7040316.500000 Penalty: 3576.147949
	Iteration 3F: 3 clusters Score -7040316 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -7042557.500000 Penalty: 3576.147949
	Iteration 4F: 3 clusters Score -7042558 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -7044674.500000 Penalty: 3576.147949
	Iteration 5F: 3 clusters Score -7044674 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -7046652.500000 Penalty: 3576.147949
	Iteration 6F: 3 clusters Score -7046652 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -7048262.000000 Penalty: 3576.147949
	Iteration 7Q: 3 clusters Score -7048262 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -7049423.500000 Penalty: 3576.147949
	Iteration 8Q: 3 clusters Score -7049424 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -7050070.500000 Penalty: 3576.147949
	Iteration 9Q: 3 clusters Score -7050070 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -7050435.500000 Penalty: 3576.147949
	Iteration 10Q: 3 clusters Score -7050436 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -7050658.500000 Penalty: 3576.147949
	Iteration 11Q: 3 clusters Score -7050658 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -7050842.500000 Penalty: 3576.147949
	Iteration 12Q: 3 clusters Score -7050842 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -7050975.500000 Penalty: 3576.147949
	Iteration 13Q: 3 clusters Score -7050976 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -7051068.500000 Penalty: 3576.147949
	Iteration 14Q: 3 clusters Score -7051068 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -7051166.000000 Penalty: 3576.147949
	Iteration 15Q: 3 clusters Score -7051166 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -7051225.500000 Penalty: 3576.147949
	Iteration 16Q: 3 clusters Score -7051226 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -7051281.500000 Penalty: 3576.147949
	Iteration 17Q: 3 clusters Score -7051282 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -7051346.500000 Penalty: 3576.147949
	Iteration 18Q: 3 clusters Score -7051346 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -7051428.000000 Penalty: 3576.147949
	Iteration 19Q: 3 clusters Score -7051428 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -7051496.500000 Penalty: 3576.147949
	Iteration 20F: 3 clusters Score -7051496 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -7051620.000000 Penalty: 3576.147949
	Iteration 21Q: 3 clusters Score -7051620 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -7051687.500000 Penalty: 3576.147949
	Iteration 22Q: 3 clusters Score -7051688 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -7051780.500000 Penalty: 3576.147949
	Iteration 23Q: 3 clusters Score -7051780 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -7051920.500000 Penalty: 3576.147949
	Iteration 24Q: 3 clusters Score -7051920 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -7052071.500000 Penalty: 3576.147949
	Iteration 25Q: 3 clusters Score -7052072 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -7052163.500000 Penalty: 3576.147949
	Iteration 26Q: 3 clusters Score -7052164 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -7052286.000000 Penalty: 3576.147949
	Iteration 27Q: 3 clusters Score -7052286 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -7052429.500000 Penalty: 3576.147949
	Iteration 28Q: 3 clusters Score -7052430 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -7052598.000000 Penalty: 3576.147949
	Iteration 29Q: 3 clusters Score -7052598 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -7052772.500000 Penalty: 3576.147949
	Iteration 30Q: 3 clusters Score -7052772 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -7052940.000000 Penalty: 3576.147949
	Iteration 31Q: 3 clusters Score -7052940 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -7053143.000000 Penalty: 3576.147949
	Iteration 32Q: 3 clusters Score -7053143 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -7053307.500000 Penalty: 3576.147949
	Iteration 33Q: 3 clusters Score -7053308 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -7053459.500000 Penalty: 3576.147949
	Iteration 34Q: 3 clusters Score -7053460 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -7053653.000000 Penalty: 3576.147949
	Iteration 35Q: 3 clusters Score -7053653 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -7053840.500000 Penalty: 3576.147949
	Iteration 36Q: 3 clusters Score -7053840 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -7054061.000000 Penalty: 3576.147949
	Iteration 37Q: 3 clusters Score -7054061 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -7054297.000000 Penalty: 3576.147949
	Iteration 38Q: 3 clusters Score -7054297 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -7054586.500000 Penalty: 3576.147949
	Iteration 39Q: 3 clusters Score -7054586 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -7054879.000000 Penalty: 3576.147949
	Iteration 40F: 3 clusters Score -7054879 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -7055168.000000 Penalty: 3576.147949
	Iteration 41Q: 3 clusters Score -7055168 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -7055501.000000 Penalty: 3576.147949
	Iteration 42Q: 3 clusters Score -7055501 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -7055819.000000 Penalty: 3576.147949
	Iteration 43Q: 3 clusters Score -7055819 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -7056194.000000 Penalty: 3576.147949
	Iteration 44Q: 3 clusters Score -7056194 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -7056571.000000 Penalty: 3576.147949
	Iteration 45Q: 3 clusters Score -7056571 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -7056905.000000 Penalty: 3576.147949
	Iteration 46Q: 3 clusters Score -7056905 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -7057200.000000 Penalty: 3576.147949
	Iteration 47Q: 3 clusters Score -7057200 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -7057455.000000 Penalty: 3576.147949
	Iteration 48Q: 3 clusters Score -7057455 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -7057616.500000 Penalty: 3576.147949
	Iteration 49Q: 3 clusters Score -7057616 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7057746.000000 Penalty: 3576.147949
	Iteration 50Q: 3 clusters Score -7057746 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7057815.500000 Penalty: 3576.147949
	Iteration 51Q: 3 clusters Score -7057816 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7057879.500000 Penalty: 3576.147949
	Iteration 52Q: 3 clusters Score -7057880 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58226 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7057935.000000 Penalty: 3576.147949
	Iteration 53Q: 3 clusters Score -7057935 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7057982.000000 Penalty: 3576.147949
	Iteration 54Q: 3 clusters Score -7057982 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7058039.000000 Penalty: 3576.147949
	Iteration 55Q: 3 clusters Score -7058039 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7058071.500000 Penalty: 3576.147949
	Iteration 56Q: 3 clusters Score -7058072 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7058115.000000 Penalty: 3576.147949
	Iteration 57Q: 3 clusters Score -7058115 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7058176.000000 Penalty: 3576.147949
	Iteration 58Q: 3 clusters Score -7058176 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7058237.000000 Penalty: 3576.147949
	Iteration 59Q: 3 clusters Score -7058237 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7058280.000000 Penalty: 3576.147949
	Iteration 60F: 3 clusters Score -7058280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7058368.500000 Penalty: 3576.147949
	Iteration 61Q: 3 clusters Score -7058368 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7058468.500000 Penalty: 3576.147949
	Iteration 62Q: 3 clusters Score -7058468 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7058532.500000 Penalty: 3576.147949
	Iteration 63Q: 3 clusters Score -7058532 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7058572.500000 Penalty: 3576.147949
	Iteration 64Q: 3 clusters Score -7058572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7058589.000000 Penalty: 3576.147949
	Iteration 65Q: 3 clusters Score -7058589 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7058620.500000 Penalty: 3576.147949
	Iteration 66Q: 3 clusters Score -7058620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7058636.000000 Penalty: 3576.147949
	Iteration 67Q: 3 clusters Score -7058636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7058645.500000 Penalty: 3576.147949
	Iteration 68Q: 3 clusters Score -7058646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7058650.000000 Penalty: 3576.147949
	Iteration 69Q: 3 clusters Score -7058650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7058654.000000 Penalty: 3576.147949
	Iteration 70Q: 3 clusters Score -7058654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7058654.500000 Penalty: 3576.147949
	Iteration 71Q: 3 clusters Score -7058654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7058654.000000 Penalty: 3576.147949
	Iteration 72Q: 3 clusters Score -7058654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7058655.500000 Penalty: 3576.147949
	Iteration 73Q: 3 clusters Score -7058656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7058661.000000 Penalty: 3576.147949
	Iteration 74Q: 3 clusters Score -7058661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -7058669.000000 Penalty: 3576.147949
	Iteration 75Q: 3 clusters Score -7058669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58761 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7058666.000000 Penalty: 3576.147949
	Iteration 76Q: 3 clusters Score -7058666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7058666.000000 Penalty: 3576.147949
	Iteration 77Q: 3 clusters Score -7058666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58761 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7058669.000000 Penalty: 3576.147949
	Iteration 78Q: 3 clusters Score -7058669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58761 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7058664.000000 Penalty: 3576.147949
	Iteration 79Q: 3 clusters Score -7058664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7058666.000000 Penalty: 3576.147949
	Iteration 80F: 3 clusters Score -7058666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7058668.500000 Penalty: 3576.147949
	Iteration 81Q: 3 clusters Score -7058668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7058674.000000 Penalty: 3576.147949
	Iteration 82Q: 3 clusters Score -7058674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7058668.500000 Penalty: 3576.147949
	Iteration 83Q: 3 clusters Score -7058668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7058668.500000 Penalty: 3576.147949
	Iteration 84F: 3 clusters Score -7058668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Entering Unmasked Estep 
Score: -5289321.000000 Penalty: 1728.189697
	Iteration 0F: 2 clusters Score -5289321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -5261364.000000 Penalty: 3456.379395
	Iteration 0F: 3 clusters Score -5261364 nChanged 19273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -5272378.500000 Penalty: 3456.379395
	Iteration 1F: 3 clusters Score -5272378 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -5272947.500000 Penalty: 3456.379395
	Iteration 2Q: 3 clusters Score -5272948 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -5273648.500000 Penalty: 3456.379395
	Iteration 3Q: 3 clusters Score -5273648 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -5274632.000000 Penalty: 3456.379395
	Iteration 4F: 3 clusters Score -5274632 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -5276108.500000 Penalty: 3456.379395
	Iteration 5F: 3 clusters Score -5276108 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -5278277.500000 Penalty: 3456.379395
	Iteration 6F: 3 clusters Score -5278278 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -5280952.000000 Penalty: 3456.379395
	Iteration 7F: 3 clusters Score -5280952 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -5283838.500000 Penalty: 3456.379395
	Iteration 8F: 3 clusters Score -5283838 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5285956.500000 Penalty: 3456.379395
	Iteration 9F: 3 clusters Score -5285956 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5287091.000000 Penalty: 3456.379395
	Iteration 10Q: 3 clusters Score -5287091 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5287500.000000 Penalty: 3456.379395
	Iteration 11Q: 3 clusters Score -5287500 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5287673.000000 Penalty: 3456.379395
	Iteration 12Q: 3 clusters Score -5287673 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5287756.500000 Penalty: 3456.379395
	Iteration 13Q: 3 clusters Score -5287756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5287816.000000 Penalty: 3456.379395
	Iteration 14Q: 3 clusters Score -5287816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5287839.000000 Penalty: 3456.379395
	Iteration 15Q: 3 clusters Score -5287839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5287846.500000 Penalty: 3456.379395
	Iteration 16Q: 3 clusters Score -5287846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5287858.000000 Penalty: 3456.379395
	Iteration 17Q: 3 clusters Score -5287858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5287855.000000 Penalty: 3456.379395
	Iteration 18Q: 3 clusters Score -5287855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5287856.500000 Penalty: 3456.379395
	Iteration 19Q: 3 clusters Score -5287856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5287856.500000 Penalty: 3456.379395
	Iteration 20F: 3 clusters Score -5287856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Entering Unmasked Estep 
Score: -1318331.875000 Penalty: 1503.318970
	Iteration 0F: 2 clusters Score -1318332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1310912.250000 Penalty: 3006.637939
	Iteration 0F: 3 clusters Score -1310912 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1313390.375000 Penalty: 3006.637939
	Iteration 1F: 3 clusters Score -1313390 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1313844.250000 Penalty: 3006.637939
	Iteration 2F: 3 clusters Score -1313844 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1314310.250000 Penalty: 3006.637939
	Iteration 3F: 3 clusters Score -1314310 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1314821.750000 Penalty: 3006.637939
	Iteration 4F: 3 clusters Score -1314822 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1315353.000000 Penalty: 3006.637939
	Iteration 5F: 3 clusters Score -1315353 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1315839.625000 Penalty: 3006.637939
	Iteration 6F: 3 clusters Score -1315840 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1316233.000000 Penalty: 3006.637939
	Iteration 7F: 3 clusters Score -1316233 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1316470.875000 Penalty: 3006.637939
	Iteration 8Q: 3 clusters Score -1316471 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1316611.125000 Penalty: 3006.637939
	Iteration 9Q: 3 clusters Score -1316611 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1316684.625000 Penalty: 3006.637939
	Iteration 10Q: 3 clusters Score -1316685 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1316723.250000 Penalty: 3006.637939
	Iteration 11Q: 3 clusters Score -1316723 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1316753.375000 Penalty: 3006.637939
	Iteration 12Q: 3 clusters Score -1316753 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1316770.750000 Penalty: 3006.637939
	Iteration 13Q: 3 clusters Score -1316771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1316772.500000 Penalty: 3006.637939
	Iteration 14Q: 3 clusters Score -1316772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1316783.375000 Penalty: 3006.637939
	Iteration 15Q: 3 clusters Score -1316783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1316789.625000 Penalty: 3006.637939
	Iteration 16Q: 3 clusters Score -1316790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1316794.000000 Penalty: 3006.637939
	Iteration 17Q: 3 clusters Score -1316794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1316800.125000 Penalty: 3006.637939
	Iteration 18Q: 3 clusters Score -1316800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1316801.250000 Penalty: 3006.637939
	Iteration 19Q: 3 clusters Score -1316801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1316805.250000 Penalty: 3006.637939
	Iteration 20F: 3 clusters Score -1316805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1316804.250000 Penalty: 3006.637939
	Iteration 21Q: 3 clusters Score -1316804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1316807.375000 Penalty: 3006.637939
	Iteration 22Q: 3 clusters Score -1316807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1316804.875000 Penalty: 3006.637939
	Iteration 23Q: 3 clusters Score -1316805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1316806.750000 Penalty: 3006.637939
	Iteration 24Q: 3 clusters Score -1316807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1316805.500000 Penalty: 3006.637939
	Iteration 25Q: 3 clusters Score -1316806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1316806.250000 Penalty: 3006.637939
	Iteration 26Q: 3 clusters Score -1316806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1316806.250000 Penalty: 3006.637939
	Iteration 27Q: 3 clusters Score -1316806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1316805.750000 Penalty: 3006.637939
	Iteration 28Q: 3 clusters Score -1316806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1316805.625000 Penalty: 3006.637939
	Iteration 29Q: 3 clusters Score -1316806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1316805.500000 Penalty: 3006.637939
	Iteration 30Q: 3 clusters Score -1316806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1316807.250000 Penalty: 3006.637939
	Iteration 31Q: 3 clusters Score -1316807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1316808.500000 Penalty: 3006.637939
	Iteration 32Q: 3 clusters Score -1316808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1316809.250000 Penalty: 3006.637939
	Iteration 33Q: 3 clusters Score -1316809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1316809.375000 Penalty: 3006.637939
	Iteration 34Q: 3 clusters Score -1316809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1316807.500000 Penalty: 3006.637939
	Iteration 35Q: 3 clusters Score -1316808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1316806.875000 Penalty: 3006.637939
	Iteration 36Q: 3 clusters Score -1316807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1316806.875000 Penalty: 3006.637939
	Iteration 37F: 3 clusters Score -1316807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -51131.183594 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -51131.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50156.980469 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -50156.98 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50483.656250 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -50483.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -50575.562500 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -50575.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -50640.746094 Penalty: 2019.096924
	Iteration 3Q: 3 clusters Score -50640.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50698.277344 Penalty: 2019.096924
	Iteration 4Q: 3 clusters Score -50698.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50739.281250 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -50739.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50761.406250 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -50761.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -50763.789062 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -50763.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -50765.246094 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -50765.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -50767.957031 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -50767.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -50771.035156 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -50771.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -50774.003906 Penalty: 2019.096924
	Iteration 11Q: 3 clusters Score -50774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50776.414062 Penalty: 2019.096924
	Iteration 12Q: 3 clusters Score -50776.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -50782.222656 Penalty: 2019.096924
	Iteration 13Q: 3 clusters Score -50782.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -50789.074219 Penalty: 2019.096924
	Iteration 14Q: 3 clusters Score -50789.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -50792.660156 Penalty: 2019.096924
	Iteration 15Q: 3 clusters Score -50792.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -50815.289062 Penalty: 2019.096924
	Iteration 16Q: 3 clusters Score -50815.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -50828.429688 Penalty: 2019.096924
	Iteration 17Q: 3 clusters Score -50828.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -50844.925781 Penalty: 2019.096924
	Iteration 18Q: 3 clusters Score -50844.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -50847.542969 Penalty: 2019.096924
	Iteration 19Q: 3 clusters Score -50847.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -50851.445312 Penalty: 2019.096924
	Iteration 20F: 3 clusters Score -50851.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -50852.984375 Penalty: 2019.096924
	Iteration 21Q: 3 clusters Score -50852.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -50852.984375 Penalty: 2019.096924
	Iteration 22F: 3 clusters Score -50852.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Entering Unmasked Estep 
Score: -2924472.250000 Penalty: 1634.829834
	Iteration 0F: 2 clusters Score -2924472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2908610.750000 Penalty: 3269.659668
	Iteration 0F: 3 clusters Score -2908611 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2914533.500000 Penalty: 3269.659668
	Iteration 1F: 3 clusters Score -2914534 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2915221.500000 Penalty: 3269.659668
	Iteration 2F: 3 clusters Score -2915222 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2916002.250000 Penalty: 3269.659668
	Iteration 3F: 3 clusters Score -2916002 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2916820.250000 Penalty: 3269.659668
	Iteration 4F: 3 clusters Score -2916820 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2917639.000000 Penalty: 3269.659668
	Iteration 5F: 3 clusters Score -2917639 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2918408.250000 Penalty: 3269.659668
	Iteration 6F: 3 clusters Score -2918408 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2919076.500000 Penalty: 3269.659668
	Iteration 7F: 3 clusters Score -2919076 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2919640.250000 Penalty: 3269.659668
	Iteration 8Q: 3 clusters Score -2919640 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2920106.250000 Penalty: 3269.659668
	Iteration 9Q: 3 clusters Score -2920106 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2920498.750000 Penalty: 3269.659668
	Iteration 10Q: 3 clusters Score -2920499 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2920852.250000 Penalty: 3269.659668
	Iteration 11Q: 3 clusters Score -2920852 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2921219.250000 Penalty: 3269.659668
	Iteration 12Q: 3 clusters Score -2921219 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2921563.000000 Penalty: 3269.659668
	Iteration 13Q: 3 clusters Score -2921563 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2921871.250000 Penalty: 3269.659668
	Iteration 14Q: 3 clusters Score -2921871 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2922162.000000 Penalty: 3269.659668
	Iteration 15Q: 3 clusters Score -2922162 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2922469.000000 Penalty: 3269.659668
	Iteration 16Q: 3 clusters Score -2922469 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2922710.500000 Penalty: 3269.659668
	Iteration 17Q: 3 clusters Score -2922710 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2922857.750000 Penalty: 3269.659668
	Iteration 18Q: 3 clusters Score -2922858 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2922970.500000 Penalty: 3269.659668
	Iteration 19Q: 3 clusters Score -2922970 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2923033.750000 Penalty: 3269.659668
	Iteration 20F: 3 clusters Score -2923034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2923082.750000 Penalty: 3269.659668
	Iteration 21Q: 3 clusters Score -2923083 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2923113.250000 Penalty: 3269.659668
	Iteration 22Q: 3 clusters Score -2923113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2923137.500000 Penalty: 3269.659668
	Iteration 23Q: 3 clusters Score -2923138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2923163.750000 Penalty: 3269.659668
	Iteration 24Q: 3 clusters Score -2923164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2923183.250000 Penalty: 3269.659668
	Iteration 25Q: 3 clusters Score -2923183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2923191.250000 Penalty: 3269.659668
	Iteration 26Q: 3 clusters Score -2923191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2923202.500000 Penalty: 3269.659668
	Iteration 27Q: 3 clusters Score -2923202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2923205.000000 Penalty: 3269.659668
	Iteration 28Q: 3 clusters Score -2923205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2923224.500000 Penalty: 3269.659668
	Iteration 29Q: 3 clusters Score -2923224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2923229.000000 Penalty: 3269.659668
	Iteration 30Q: 3 clusters Score -2923229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2923235.000000 Penalty: 3269.659668
	Iteration 31Q: 3 clusters Score -2923235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2923246.500000 Penalty: 3269.659668
	Iteration 32Q: 3 clusters Score -2923246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2923252.500000 Penalty: 3269.659668
	Iteration 33Q: 3 clusters Score -2923252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2923257.500000 Penalty: 3269.659668
	Iteration 34Q: 3 clusters Score -2923258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2923264.000000 Penalty: 3269.659668
	Iteration 35Q: 3 clusters Score -2923264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2923268.250000 Penalty: 3269.659668
	Iteration 36Q: 3 clusters Score -2923268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2923271.250000 Penalty: 3269.659668
	Iteration 37Q: 3 clusters Score -2923271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2923271.500000 Penalty: 3269.659668
	Iteration 38Q: 3 clusters Score -2923272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2923272.000000 Penalty: 3269.659668
	Iteration 39Q: 3 clusters Score -2923272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2923279.000000 Penalty: 3269.659668
	Iteration 40F: 3 clusters Score -2923279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2923278.000000 Penalty: 3269.659668
	Iteration 41Q: 3 clusters Score -2923278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2923279.000000 Penalty: 3269.659668
	Iteration 42Q: 3 clusters Score -2923279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2923278.000000 Penalty: 3269.659668
	Iteration 43Q: 3 clusters Score -2923278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2923277.250000 Penalty: 3269.659668
	Iteration 44Q: 3 clusters Score -2923277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2923283.250000 Penalty: 3269.659668
	Iteration 45Q: 3 clusters Score -2923283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2923287.250000 Penalty: 3269.659668
	Iteration 46Q: 3 clusters Score -2923287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2923288.500000 Penalty: 3269.659668
	Iteration 47Q: 3 clusters Score -2923288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2923287.500000 Penalty: 3269.659668
	Iteration 48Q: 3 clusters Score -2923288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2923286.250000 Penalty: 3269.659668
	Iteration 49Q: 3 clusters Score -2923286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2923286.250000 Penalty: 3269.659668
	Iteration 50F: 3 clusters Score -2923286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -443548.281250 Penalty: 1343.418701
	Iteration 0F: 2 clusters Score -443548.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -440344.562500 Penalty: 2686.837402
	Iteration 0F: 3 clusters Score -440344.6 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -441222.000000 Penalty: 2686.837402
	Iteration 1F: 3 clusters Score -441222 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -441479.750000 Penalty: 2686.837402
	Iteration 2F: 3 clusters Score -441479.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -441742.718750 Penalty: 2686.837402
	Iteration 3F: 3 clusters Score -441742.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -442007.125000 Penalty: 2686.837402
	Iteration 4F: 3 clusters Score -442007.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -442308.500000 Penalty: 2686.837402
	Iteration 5F: 3 clusters Score -442308.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -442541.562500 Penalty: 2686.837402
	Iteration 6F: 3 clusters Score -442541.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -442662.500000 Penalty: 2686.837402
	Iteration 7Q: 3 clusters Score -442662.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -442735.093750 Penalty: 2686.837402
	Iteration 8Q: 3 clusters Score -442735.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -442785.875000 Penalty: 2686.837402
	Iteration 9Q: 3 clusters Score -442785.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -442822.437500 Penalty: 2686.837402
	Iteration 10Q: 3 clusters Score -442822.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -442841.343750 Penalty: 2686.837402
	Iteration 11Q: 3 clusters Score -442841.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -442852.406250 Penalty: 2686.837402
	Iteration 12Q: 3 clusters Score -442852.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -442860.593750 Penalty: 2686.837402
	Iteration 13Q: 3 clusters Score -442860.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -442870.031250 Penalty: 2686.837402
	Iteration 14Q: 3 clusters Score -442870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -442874.718750 Penalty: 2686.837402
	Iteration 15Q: 3 clusters Score -442874.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -442878.281250 Penalty: 2686.837402
	Iteration 16Q: 3 clusters Score -442878.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -442881.250000 Penalty: 2686.837402
	Iteration 17Q: 3 clusters Score -442881.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -442883.562500 Penalty: 2686.837402
	Iteration 18Q: 3 clusters Score -442883.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -442885.843750 Penalty: 2686.837402
	Iteration 19Q: 3 clusters Score -442885.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -442886.406250 Penalty: 2686.837402
	Iteration 20F: 3 clusters Score -442886.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -442887.656250 Penalty: 2686.837402
	Iteration 21Q: 3 clusters Score -442887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -442888.937500 Penalty: 2686.837402
	Iteration 22Q: 3 clusters Score -442888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -442890.093750 Penalty: 2686.837402
	Iteration 23Q: 3 clusters Score -442890.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -442891.093750 Penalty: 2686.837402
	Iteration 24Q: 3 clusters Score -442891.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -442891.625000 Penalty: 2686.837402
	Iteration 25Q: 3 clusters Score -442891.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -442892.906250 Penalty: 2686.837402
	Iteration 26Q: 3 clusters Score -442892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -442894.468750 Penalty: 2686.837402
	Iteration 27Q: 3 clusters Score -442894.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -442894.468750 Penalty: 2686.837402
	Iteration 28F: 3 clusters Score -442894.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (30978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Entering Unmasked Estep 
Score: -3982554.250000 Penalty: 1680.417847
	Iteration 0F: 2 clusters Score -3982554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3961834.250000 Penalty: 3360.835693
	Iteration 0F: 3 clusters Score -3961834 nChanged 14294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3969647.250000 Penalty: 3360.835693
	Iteration 1F: 3 clusters Score -3969647 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3970091.750000 Penalty: 3360.835693
	Iteration 2Q: 3 clusters Score -3970092 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3970781.250000 Penalty: 3360.835693
	Iteration 3Q: 3 clusters Score -3970781 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -3971738.500000 Penalty: 3360.835693
	Iteration 4F: 3 clusters Score -3971738 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3973161.000000 Penalty: 3360.835693
	Iteration 5F: 3 clusters Score -3973161 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -3975049.000000 Penalty: 3360.835693
	Iteration 6F: 3 clusters Score -3975049 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3977090.250000 Penalty: 3360.835693
	Iteration 7F: 3 clusters Score -3977090 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3978863.750000 Penalty: 3360.835693
	Iteration 8F: 3 clusters Score -3978864 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3980031.000000 Penalty: 3360.835693
	Iteration 9Q: 3 clusters Score -3980031 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3980578.500000 Penalty: 3360.835693
	Iteration 10Q: 3 clusters Score -3980578 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3980797.750000 Penalty: 3360.835693
	Iteration 11Q: 3 clusters Score -3980798 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3980906.000000 Penalty: 3360.835693
	Iteration 12Q: 3 clusters Score -3980906 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3980972.000000 Penalty: 3360.835693
	Iteration 13Q: 3 clusters Score -3980972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3980992.500000 Penalty: 3360.835693
	Iteration 14Q: 3 clusters Score -3980992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3981018.250000 Penalty: 3360.835693
	Iteration 15Q: 3 clusters Score -3981018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3981053.750000 Penalty: 3360.835693
	Iteration 16Q: 3 clusters Score -3981054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3981077.500000 Penalty: 3360.835693
	Iteration 17Q: 3 clusters Score -3981078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3981090.000000 Penalty: 3360.835693
	Iteration 18Q: 3 clusters Score -3981090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3981102.500000 Penalty: 3360.835693
	Iteration 19Q: 3 clusters Score -3981102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3981102.250000 Penalty: 3360.835693
	Iteration 20F: 3 clusters Score -3981102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3981107.250000 Penalty: 3360.835693
	Iteration 21Q: 3 clusters Score -3981107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3981107.750000 Penalty: 3360.835693
	Iteration 22Q: 3 clusters Score -3981108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3981110.500000 Penalty: 3360.835693
	Iteration 23Q: 3 clusters Score -3981110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3981118.000000 Penalty: 3360.835693
	Iteration 24Q: 3 clusters Score -3981118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3981120.250000 Penalty: 3360.835693
	Iteration 25Q: 3 clusters Score -3981120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3981126.000000 Penalty: 3360.835693
	Iteration 26Q: 3 clusters Score -3981126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3981126.750000 Penalty: 3360.835693
	Iteration 27Q: 3 clusters Score -3981127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3981134.000000 Penalty: 3360.835693
	Iteration 28Q: 3 clusters Score -3981134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3981139.500000 Penalty: 3360.835693
	Iteration 29Q: 3 clusters Score -3981140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3981142.750000 Penalty: 3360.835693
	Iteration 30Q: 3 clusters Score -3981143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3981154.000000 Penalty: 3360.835693
	Iteration 31Q: 3 clusters Score -3981154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3981164.500000 Penalty: 3360.835693
	Iteration 32Q: 3 clusters Score -3981164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3981169.250000 Penalty: 3360.835693
	Iteration 33Q: 3 clusters Score -3981169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3981172.500000 Penalty: 3360.835693
	Iteration 34Q: 3 clusters Score -3981172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3981172.250000 Penalty: 3360.835693
	Iteration 35Q: 3 clusters Score -3981172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3981179.000000 Penalty: 3360.835693
	Iteration 36Q: 3 clusters Score -3981179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3981184.500000 Penalty: 3360.835693
	Iteration 37Q: 3 clusters Score -3981184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3981185.750000 Penalty: 3360.835693
	Iteration 38Q: 3 clusters Score -3981186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3981185.750000 Penalty: 3360.835693
	Iteration 39F: 3 clusters Score -3981186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -5333.421875 Penalty: 751.558105
	Iteration 0F: 2 clusters Score -5333.422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4910.891602 Penalty: 1503.116211
	Iteration 0F: 3 clusters Score -4910.892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5009.883301 Penalty: 1503.116211
	Iteration 1F: 3 clusters Score -5009.883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5025.871094 Penalty: 1503.116211
	Iteration 2Q: 3 clusters Score -5025.871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5025.871094 Penalty: 1503.116211
	Iteration 3F: 3 clusters Score -5025.871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Entering Unmasked Estep 
Score: -526843.812500 Penalty: 1343.209961
	Iteration 0F: 2 clusters Score -526843.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -523557.500000 Penalty: 2686.419922
	Iteration 0F: 3 clusters Score -523557.5 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -524349.375000 Penalty: 2686.419922
	Iteration 1F: 3 clusters Score -524349.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -524487.687500 Penalty: 2686.419922
	Iteration 2F: 3 clusters Score -524487.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -524571.937500 Penalty: 2686.419922
	Iteration 3Q: 3 clusters Score -524571.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -524616.187500 Penalty: 2686.419922
	Iteration 4Q: 3 clusters Score -524616.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -524656.812500 Penalty: 2686.419922
	Iteration 5Q: 3 clusters Score -524656.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -524695.125000 Penalty: 2686.419922
	Iteration 6Q: 3 clusters Score -524695.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -524730.875000 Penalty: 2686.419922
	Iteration 7Q: 3 clusters Score -524730.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -524765.812500 Penalty: 2686.419922
	Iteration 8Q: 3 clusters Score -524765.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -524792.375000 Penalty: 2686.419922
	Iteration 9Q: 3 clusters Score -524792.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -524814.437500 Penalty: 2686.419922
	Iteration 10Q: 3 clusters Score -524814.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -524839.187500 Penalty: 2686.419922
	Iteration 11Q: 3 clusters Score -524839.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -524864.937500 Penalty: 2686.419922
	Iteration 12Q: 3 clusters Score -524864.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -524885.375000 Penalty: 2686.419922
	Iteration 13Q: 3 clusters Score -524885.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -524908.500000 Penalty: 2686.419922
	Iteration 14Q: 3 clusters Score -524908.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -524932.437500 Penalty: 2686.419922
	Iteration 15Q: 3 clusters Score -524932.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -524958.812500 Penalty: 2686.419922
	Iteration 16Q: 3 clusters Score -524958.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -524986.187500 Penalty: 2686.419922
	Iteration 17Q: 3 clusters Score -524986.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -525012.125000 Penalty: 2686.419922
	Iteration 18Q: 3 clusters Score -525012.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -525039.437500 Penalty: 2686.419922
	Iteration 19Q: 3 clusters Score -525039.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -525067.062500 Penalty: 2686.419922
	Iteration 20F: 3 clusters Score -525067.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -525100.875000 Penalty: 2686.419922
	Iteration 21Q: 3 clusters Score -525100.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -525149.062500 Penalty: 2686.419922
	Iteration 22Q: 3 clusters Score -525149.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -525196.187500 Penalty: 2686.419922
	Iteration 23Q: 3 clusters Score -525196.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -525234.375000 Penalty: 2686.419922
	Iteration 24Q: 3 clusters Score -525234.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -525269.875000 Penalty: 2686.419922
	Iteration 25Q: 3 clusters Score -525269.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -525310.187500 Penalty: 2686.419922
	Iteration 26Q: 3 clusters Score -525310.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -525343.750000 Penalty: 2686.419922
	Iteration 27Q: 3 clusters Score -525343.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -525377.500000 Penalty: 2686.419922
	Iteration 28Q: 3 clusters Score -525377.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -525408.062500 Penalty: 2686.419922
	Iteration 29Q: 3 clusters Score -525408.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -525436.250000 Penalty: 2686.419922
	Iteration 30Q: 3 clusters Score -525436.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -525466.812500 Penalty: 2686.419922
	Iteration 31Q: 3 clusters Score -525466.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -525493.062500 Penalty: 2686.419922
	Iteration 32Q: 3 clusters Score -525493.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -525519.437500 Penalty: 2686.419922
	Iteration 33Q: 3 clusters Score -525519.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -525541.187500 Penalty: 2686.419922
	Iteration 34Q: 3 clusters Score -525541.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -525553.125000 Penalty: 2686.419922
	Iteration 35Q: 3 clusters Score -525553.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -525565.250000 Penalty: 2686.419922
	Iteration 36Q: 3 clusters Score -525565.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -525575.187500 Penalty: 2686.419922
	Iteration 37Q: 3 clusters Score -525575.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -525584.312500 Penalty: 2686.419922
	Iteration 38Q: 3 clusters Score -525584.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -525593.000000 Penalty: 2686.419922
	Iteration 39Q: 3 clusters Score -525593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -525600.187500 Penalty: 2686.419922
	Iteration 40F: 3 clusters Score -525600.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -525603.875000 Penalty: 2686.419922
	Iteration 41Q: 3 clusters Score -525603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -525605.687500 Penalty: 2686.419922
	Iteration 42Q: 3 clusters Score -525605.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -525606.625000 Penalty: 2686.419922
	Iteration 43Q: 3 clusters Score -525606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -525608.750000 Penalty: 2686.419922
	Iteration 44Q: 3 clusters Score -525608.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -525613.000000 Penalty: 2686.419922
	Iteration 45Q: 3 clusters Score -525613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -525616.000000 Penalty: 2686.419922
	Iteration 46Q: 3 clusters Score -525616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -525617.437500 Penalty: 2686.419922
	Iteration 47Q: 3 clusters Score -525617.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -525619.750000 Penalty: 2686.419922
	Iteration 48Q: 3 clusters Score -525619.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -525621.812500 Penalty: 2686.419922
	Iteration 49Q: 3 clusters Score -525621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -525624.375000 Penalty: 2686.419922
	Iteration 50Q: 3 clusters Score -525624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -525628.125000 Penalty: 2686.419922
	Iteration 51Q: 3 clusters Score -525628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -525629.250000 Penalty: 2686.419922
	Iteration 52Q: 3 clusters Score -525629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -525630.500000 Penalty: 2686.419922
	Iteration 53Q: 3 clusters Score -525630.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -525633.187500 Penalty: 2686.419922
	Iteration 54Q: 3 clusters Score -525633.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -525635.187500 Penalty: 2686.419922
	Iteration 55Q: 3 clusters Score -525635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -525636.000000 Penalty: 2686.419922
	Iteration 56Q: 3 clusters Score -525636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -525636.000000 Penalty: 2686.419922
	Iteration 57F: 3 clusters Score -525636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (137666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137666 members 
Entering Unmasked Estep 
Score: -17464706.000000 Penalty: 1922.795166
	Iteration 0F: 2 clusters Score -1.746471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -17382292.000000 Penalty: 3845.590332
	Iteration 0F: 3 clusters Score -1.738229e+07 nChanged 66389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -17421104.000000 Penalty: 3845.590332
	Iteration 1F: 3 clusters Score -1.74211e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -17422324.000000 Penalty: 3845.590332
	Iteration 2Q: 3 clusters Score -1.742232e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69652 members 
Mstep: Class 2 contains 68014 members 
Entering Unmasked Estep 
Score: -17423766.000000 Penalty: 3845.590332
	Iteration 3Q: 3 clusters Score -1.742377e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70238 members 
Mstep: Class 2 contains 67428 members 
Entering Unmasked Estep 
Score: -17425786.000000 Penalty: 3845.590332
	Iteration 4Q: 3 clusters Score -1.742579e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 66844 members 
Entering Unmasked Estep 
Score: -17428684.000000 Penalty: 3845.590332
	Iteration 5Q: 3 clusters Score -1.742868e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71507 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -17432366.000000 Penalty: 3845.590332
	Iteration 6F: 3 clusters Score -1.743237e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71990 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -17436326.000000 Penalty: 3845.590332
	Iteration 7F: 3 clusters Score -1.743633e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -17439902.000000 Penalty: 3845.590332
	Iteration 8F: 3 clusters Score -1.74399e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71947 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -17443364.000000 Penalty: 3845.590332
	Iteration 9Q: 3 clusters Score -1.744336e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71704 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -17446222.000000 Penalty: 3845.590332
	Iteration 10Q: 3 clusters Score -1.744622e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -17448530.000000 Penalty: 3845.590332
	Iteration 11Q: 3 clusters Score -1.744853e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -17449782.000000 Penalty: 3845.590332
	Iteration 12Q: 3 clusters Score -1.744978e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -17450454.000000 Penalty: 3845.590332
	Iteration 13Q: 3 clusters Score -1.745045e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70652 members 
Mstep: Class 2 contains 67014 members 
Entering Unmasked Estep 
Score: -17450862.000000 Penalty: 3845.590332
	Iteration 14Q: 3 clusters Score -1.745086e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70445 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -17451150.000000 Penalty: 3845.590332
	Iteration 15Q: 3 clusters Score -1.745115e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -17451302.000000 Penalty: 3845.590332
	Iteration 16Q: 3 clusters Score -1.74513e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70106 members 
Mstep: Class 2 contains 67560 members 
Entering Unmasked Estep 
Score: -17451446.000000 Penalty: 3845.590332
	Iteration 17Q: 3 clusters Score -1.745145e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69899 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -17451658.000000 Penalty: 3845.590332
	Iteration 18Q: 3 clusters Score -1.745166e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -17451894.000000 Penalty: 3845.590332
	Iteration 19Q: 3 clusters Score -1.745189e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -17452038.000000 Penalty: 3845.590332
	Iteration 20F: 3 clusters Score -1.745204e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69345 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -17452250.000000 Penalty: 3845.590332
	Iteration 21Q: 3 clusters Score -1.745225e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69179 members 
Mstep: Class 2 contains 68487 members 
Entering Unmasked Estep 
Score: -17452490.000000 Penalty: 3845.590332
	Iteration 22Q: 3 clusters Score -1.745249e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -17452630.000000 Penalty: 3845.590332
	Iteration 23Q: 3 clusters Score -1.745263e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -17452884.000000 Penalty: 3845.590332
	Iteration 24Q: 3 clusters Score -1.745288e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -17453138.000000 Penalty: 3845.590332
	Iteration 25Q: 3 clusters Score -1.745314e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -17453360.000000 Penalty: 3845.590332
	Iteration 26Q: 3 clusters Score -1.745336e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 68626 members 
Entering Unmasked Estep 
Score: -17453640.000000 Penalty: 3845.590332
	Iteration 27Q: 3 clusters Score -1.745364e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69163 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -17453962.000000 Penalty: 3845.590332
	Iteration 28Q: 3 clusters Score -1.745396e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 68324 members 
Entering Unmasked Estep 
Score: -17454224.000000 Penalty: 3845.590332
	Iteration 29Q: 3 clusters Score -1.745422e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 68160 members 
Entering Unmasked Estep 
Score: -17454422.000000 Penalty: 3845.590332
	Iteration 30Q: 3 clusters Score -1.745442e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -17454590.000000 Penalty: 3845.590332
	Iteration 31Q: 3 clusters Score -1.745459e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -17454840.000000 Penalty: 3845.590332
	Iteration 32Q: 3 clusters Score -1.745484e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -17455034.000000 Penalty: 3845.590332
	Iteration 33Q: 3 clusters Score -1.745503e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -17455226.000000 Penalty: 3845.590332
	Iteration 34Q: 3 clusters Score -1.745523e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -17455380.000000 Penalty: 3845.590332
	Iteration 35Q: 3 clusters Score -1.745538e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 66966 members 
Entering Unmasked Estep 
Score: -17455530.000000 Penalty: 3845.590332
	Iteration 36Q: 3 clusters Score -1.745553e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -17455672.000000 Penalty: 3845.590332
	Iteration 37Q: 3 clusters Score -1.745567e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -17455740.000000 Penalty: 3845.590332
	Iteration 38Q: 3 clusters Score -1.745574e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71254 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -17455880.000000 Penalty: 3845.590332
	Iteration 39Q: 3 clusters Score -1.745588e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 66181 members 
Entering Unmasked Estep 
Score: -17456022.000000 Penalty: 3845.590332
	Iteration 40F: 3 clusters Score -1.745602e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 65931 members 
Entering Unmasked Estep 
Score: -17456076.000000 Penalty: 3845.590332
	Iteration 41Q: 3 clusters Score -1.745608e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -17456106.000000 Penalty: 3845.590332
	Iteration 42Q: 3 clusters Score -1.745611e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72301 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -17456148.000000 Penalty: 3845.590332
	Iteration 43Q: 3 clusters Score -1.745615e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -17456180.000000 Penalty: 3845.590332
	Iteration 44Q: 3 clusters Score -1.745618e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72906 members 
Mstep: Class 2 contains 64760 members 
Entering Unmasked Estep 
Score: -17456288.000000 Penalty: 3845.590332
	Iteration 45Q: 3 clusters Score -1.745629e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -17456434.000000 Penalty: 3845.590332
	Iteration 46Q: 3 clusters Score -1.745643e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73598 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -17456516.000000 Penalty: 3845.590332
	Iteration 47Q: 3 clusters Score -1.745652e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -17456586.000000 Penalty: 3845.590332
	Iteration 48Q: 3 clusters Score -1.745659e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74363 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -17456674.000000 Penalty: 3845.590332
	Iteration 49Q: 3 clusters Score -1.745667e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -17456756.000000 Penalty: 3845.590332
	Iteration 50Q: 3 clusters Score -1.745676e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -17456796.000000 Penalty: 3845.590332
	Iteration 51Q: 3 clusters Score -1.74568e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -17456930.000000 Penalty: 3845.590332
	Iteration 52Q: 3 clusters Score -1.745693e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -17456946.000000 Penalty: 3845.590332
	Iteration 53Q: 3 clusters Score -1.745695e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -17456958.000000 Penalty: 3845.590332
	Iteration 54Q: 3 clusters Score -1.745696e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -17457088.000000 Penalty: 3845.590332
	Iteration 55Q: 3 clusters Score -1.745709e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78145 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -17457170.000000 Penalty: 3845.590332
	Iteration 56Q: 3 clusters Score -1.745717e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -17457292.000000 Penalty: 3845.590332
	Iteration 57Q: 3 clusters Score -1.745729e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79590 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -17457426.000000 Penalty: 3845.590332
	Iteration 58Q: 3 clusters Score -1.745743e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -17457528.000000 Penalty: 3845.590332
	Iteration 59Q: 3 clusters Score -1.745753e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -17457668.000000 Penalty: 3845.590332
	Iteration 60F: 3 clusters Score -1.745767e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -17457812.000000 Penalty: 3845.590332
	Iteration 61Q: 3 clusters Score -1.745781e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -17457928.000000 Penalty: 3845.590332
	Iteration 62Q: 3 clusters Score -1.745793e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84057 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -17458102.000000 Penalty: 3845.590332
	Iteration 63Q: 3 clusters Score -1.74581e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -17458224.000000 Penalty: 3845.590332
	Iteration 64Q: 3 clusters Score -1.745822e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86079 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -17458348.000000 Penalty: 3845.590332
	Iteration 65Q: 3 clusters Score -1.745835e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87078 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -17458494.000000 Penalty: 3845.590332
	Iteration 66Q: 3 clusters Score -1.745849e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88121 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -17458666.000000 Penalty: 3845.590332
	Iteration 67Q: 3 clusters Score -1.745867e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89183 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -17458802.000000 Penalty: 3845.590332
	Iteration 68Q: 3 clusters Score -1.74588e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -17458862.000000 Penalty: 3845.590332
	Iteration 69Q: 3 clusters Score -1.745886e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -17459026.000000 Penalty: 3845.590332
	Iteration 70Q: 3 clusters Score -1.745903e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92441 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -17459212.000000 Penalty: 3845.590332
	Iteration 71Q: 3 clusters Score -1.745921e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -17459418.000000 Penalty: 3845.590332
	Iteration 72Q: 3 clusters Score -1.745942e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94691 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -17459644.000000 Penalty: 3845.590332
	Iteration 73Q: 3 clusters Score -1.745964e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95878 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -17459926.000000 Penalty: 3845.590332
	Iteration 74Q: 3 clusters Score -1.745993e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97074 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -17460140.000000 Penalty: 3845.590332
	Iteration 75Q: 3 clusters Score -1.746014e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98335 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -17460478.000000 Penalty: 3845.590332
	Iteration 76Q: 3 clusters Score -1.746048e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99696 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -17460762.000000 Penalty: 3845.590332
	Iteration 77Q: 3 clusters Score -1.746076e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -17461110.000000 Penalty: 3845.590332
	Iteration 78Q: 3 clusters Score -1.746111e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102449 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -17461400.000000 Penalty: 3845.590332
	Iteration 79Q: 3 clusters Score -1.74614e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103859 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -17461778.000000 Penalty: 3845.590332
	Iteration 80F: 3 clusters Score -1.746178e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105240 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -17462078.000000 Penalty: 3845.590332
	Iteration 81Q: 3 clusters Score -1.746208e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106579 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -17462484.000000 Penalty: 3845.590332
	Iteration 82Q: 3 clusters Score -1.746248e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107898 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -17462814.000000 Penalty: 3845.590332
	Iteration 83Q: 3 clusters Score -1.746281e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109155 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -17463226.000000 Penalty: 3845.590332
	Iteration 84Q: 3 clusters Score -1.746323e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110434 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -17463888.000000 Penalty: 3845.590332
	Iteration 85Q: 3 clusters Score -1.746389e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111785 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -17464564.000000 Penalty: 3845.590332
	Iteration 86Q: 3 clusters Score -1.746456e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113258 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -17465162.000000 Penalty: 3845.590332
	Iteration 87Q: 3 clusters Score -1.746516e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114804 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -17465720.000000 Penalty: 3845.590332
	Iteration 88Q: 3 clusters Score -1.746572e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116404 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -17466104.000000 Penalty: 3845.590332
	Iteration 89Q: 3 clusters Score -1.74661e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118000 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -17466248.000000 Penalty: 3845.590332
	Iteration 90Q: 3 clusters Score -1.746625e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119545 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -17466318.000000 Penalty: 3845.590332
	Iteration 91Q: 3 clusters Score -1.746632e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121009 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -17466388.000000 Penalty: 3845.590332
	Iteration 92Q: 3 clusters Score -1.746639e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122338 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -17466262.000000 Penalty: 3845.590332
	Iteration 93Q: 3 clusters Score -1.746626e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123550 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -17466088.000000 Penalty: 3845.590332
	Iteration 94Q: 3 clusters Score -1.746609e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124671 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -17465832.000000 Penalty: 3845.590332
	Iteration 95Q: 3 clusters Score -1.746583e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125655 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -17465672.000000 Penalty: 3845.590332
	Iteration 96Q: 3 clusters Score -1.746567e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126540 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -17465502.000000 Penalty: 3845.590332
	Iteration 97Q: 3 clusters Score -1.74655e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127377 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -17465420.000000 Penalty: 3845.590332
	Iteration 98Q: 3 clusters Score -1.746542e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128127 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -17465450.000000 Penalty: 3845.590332
	Iteration 99Q: 3 clusters Score -1.746545e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128801 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -17465300.000000 Penalty: 3845.590332
	Iteration 100F: 3 clusters Score -1.74653e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129457 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -17465240.000000 Penalty: 3845.590332
	Iteration 101Q: 3 clusters Score -1.746524e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130059 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -17465064.000000 Penalty: 3845.590332
	Iteration 102Q: 3 clusters Score -1.746506e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130613 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -17464942.000000 Penalty: 3845.590332
	Iteration 103Q: 3 clusters Score -1.746494e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131123 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -17464862.000000 Penalty: 3845.590332
	Iteration 104Q: 3 clusters Score -1.746486e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131594 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -17464722.000000 Penalty: 3845.590332
	Iteration 105Q: 3 clusters Score -1.746472e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132047 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -17464628.000000 Penalty: 3845.590332
	Iteration 106Q: 3 clusters Score -1.746463e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132439 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -17464574.000000 Penalty: 3845.590332
	Iteration 107Q: 3 clusters Score -1.746457e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132836 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -17464456.000000 Penalty: 3845.590332
	Iteration 108Q: 3 clusters Score -1.746446e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133199 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -17464378.000000 Penalty: 3845.590332
	Iteration 109Q: 3 clusters Score -1.746438e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133537 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -17464378.000000 Penalty: 3845.590332
	Iteration 110Q: 3 clusters Score -1.746438e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133866 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -17464274.000000 Penalty: 3845.590332
	Iteration 111Q: 3 clusters Score -1.746427e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134170 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -17464134.000000 Penalty: 3845.590332
	Iteration 112Q: 3 clusters Score -1.746413e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134475 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -17463956.000000 Penalty: 3845.590332
	Iteration 113Q: 3 clusters Score -1.746396e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134725 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -17463932.000000 Penalty: 3845.590332
	Iteration 114Q: 3 clusters Score -1.746393e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134948 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -17463880.000000 Penalty: 3845.590332
	Iteration 115Q: 3 clusters Score -1.746388e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135166 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -17463840.000000 Penalty: 3845.590332
	Iteration 116Q: 3 clusters Score -1.746384e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135354 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -17463740.000000 Penalty: 3845.590332
	Iteration 117Q: 3 clusters Score -1.746374e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135529 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -17463694.000000 Penalty: 3845.590332
	Iteration 118Q: 3 clusters Score -1.746369e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135699 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -17463654.000000 Penalty: 3845.590332
	Iteration 119Q: 3 clusters Score -1.746365e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135843 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -17463618.000000 Penalty: 3845.590332
	Iteration 120F: 3 clusters Score -1.746362e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135984 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -17463606.000000 Penalty: 3845.590332
	Iteration 121Q: 3 clusters Score -1.746361e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136098 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -17463560.000000 Penalty: 3845.590332
	Iteration 122Q: 3 clusters Score -1.746356e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136182 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -17463544.000000 Penalty: 3845.590332
	Iteration 123Q: 3 clusters Score -1.746354e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136257 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -17463540.000000 Penalty: 3845.590332
	Iteration 124Q: 3 clusters Score -1.746354e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136323 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -17463544.000000 Penalty: 3845.590332
	Iteration 125Q: 3 clusters Score -1.746354e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136376 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -17463516.000000 Penalty: 3845.590332
	Iteration 126Q: 3 clusters Score -1.746352e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136429 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -17463470.000000 Penalty: 3845.590332
	Iteration 127Q: 3 clusters Score -1.746347e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136477 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -17463460.000000 Penalty: 3845.590332
	Iteration 128Q: 3 clusters Score -1.746346e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136518 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -17463428.000000 Penalty: 3845.590332
	Iteration 129Q: 3 clusters Score -1.746343e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136555 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -17463432.000000 Penalty: 3845.590332
	Iteration 130Q: 3 clusters Score -1.746343e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136600 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -17463414.000000 Penalty: 3845.590332
	Iteration 131Q: 3 clusters Score -1.746341e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136634 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -17463406.000000 Penalty: 3845.590332
	Iteration 132Q: 3 clusters Score -1.746341e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136663 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -17463424.000000 Penalty: 3845.590332
	Iteration 133Q: 3 clusters Score -1.746342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136686 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -17463388.000000 Penalty: 3845.590332
	Iteration 134Q: 3 clusters Score -1.746339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136701 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -17463376.000000 Penalty: 3845.590332
	Iteration 135Q: 3 clusters Score -1.746338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136714 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -17463358.000000 Penalty: 3845.590332
	Iteration 136Q: 3 clusters Score -1.746336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136728 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -17463354.000000 Penalty: 3845.590332
	Iteration 137Q: 3 clusters Score -1.746335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136737 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -17463384.000000 Penalty: 3845.590332
	Iteration 138Q: 3 clusters Score -1.746338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136745 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -17463376.000000 Penalty: 3845.590332
	Iteration 139Q: 3 clusters Score -1.746338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136753 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -17463368.000000 Penalty: 3845.590332
	Iteration 140F: 3 clusters Score -1.746337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136763 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -17463366.000000 Penalty: 3845.590332
	Iteration 141Q: 3 clusters Score -1.746337e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136781 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -17463378.000000 Penalty: 3845.590332
	Iteration 142Q: 3 clusters Score -1.746338e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136795 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -17463360.000000 Penalty: 3845.590332
	Iteration 143Q: 3 clusters Score -1.746336e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136806 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -17463370.000000 Penalty: 3845.590332
	Iteration 144Q: 3 clusters Score -1.746337e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136822 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -17463364.000000 Penalty: 3845.590332
	Iteration 145Q: 3 clusters Score -1.746336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136836 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -17463376.000000 Penalty: 3845.590332
	Iteration 146Q: 3 clusters Score -1.746338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136851 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -17463386.000000 Penalty: 3845.590332
	Iteration 147Q: 3 clusters Score -1.746339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136864 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -17463366.000000 Penalty: 3845.590332
	Iteration 148Q: 3 clusters Score -1.746337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136875 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -17463368.000000 Penalty: 3845.590332
	Iteration 149Q: 3 clusters Score -1.746337e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136884 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -17463374.000000 Penalty: 3845.590332
	Iteration 150Q: 3 clusters Score -1.746337e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136901 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -17463366.000000 Penalty: 3845.590332
	Iteration 151Q: 3 clusters Score -1.746337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136905 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -17463374.000000 Penalty: 3845.590332
	Iteration 152Q: 3 clusters Score -1.746337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136911 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -17463372.000000 Penalty: 3845.590332
	Iteration 153Q: 3 clusters Score -1.746337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136912 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -17463372.000000 Penalty: 3845.590332
	Iteration 154Q: 3 clusters Score -1.746337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136914 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -17463384.000000 Penalty: 3845.590332
	Iteration 155Q: 3 clusters Score -1.746338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136915 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -17463382.000000 Penalty: 3845.590332
	Iteration 156Q: 3 clusters Score -1.746338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136914 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -17463376.000000 Penalty: 3845.590332
	Iteration 157Q: 3 clusters Score -1.746338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136915 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -17463376.000000 Penalty: 3845.590332
	Iteration 158Q: 3 clusters Score -1.746338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136919 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -17463372.000000 Penalty: 3845.590332
	Iteration 159Q: 3 clusters Score -1.746337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136920 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -17463378.000000 Penalty: 3845.590332
	Iteration 160F: 3 clusters Score -1.746338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136922 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -17463390.000000 Penalty: 3845.590332
	Iteration 161Q: 3 clusters Score -1.746339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136924 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -17463386.000000 Penalty: 3845.590332
	Iteration 162Q: 3 clusters Score -1.746339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136927 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -17463368.000000 Penalty: 3845.590332
	Iteration 163Q: 3 clusters Score -1.746337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136930 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -17463368.000000 Penalty: 3845.590332
	Iteration 164Q: 3 clusters Score -1.746337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136935 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -17463356.000000 Penalty: 3845.590332
	Iteration 165Q: 3 clusters Score -1.746336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136940 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -17463362.000000 Penalty: 3845.590332
	Iteration 166Q: 3 clusters Score -1.746336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136943 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -17463376.000000 Penalty: 3845.590332
	Iteration 167Q: 3 clusters Score -1.746338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136941 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -17463366.000000 Penalty: 3845.590332
	Iteration 168Q: 3 clusters Score -1.746337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136945 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -17463366.000000 Penalty: 3845.590332
	Iteration 169Q: 3 clusters Score -1.746337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136952 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -17463382.000000 Penalty: 3845.590332
	Iteration 170Q: 3 clusters Score -1.746338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136956 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -17463382.000000 Penalty: 3845.590332
	Iteration 171Q: 3 clusters Score -1.746338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136955 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -17463388.000000 Penalty: 3845.590332
	Iteration 172Q: 3 clusters Score -1.746339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136956 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -17463386.000000 Penalty: 3845.590332
	Iteration 173Q: 3 clusters Score -1.746339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136956 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -17463386.000000 Penalty: 3845.590332
	Iteration 174F: 3 clusters Score -1.746339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -10087.581055 Penalty: 815.307922
	Iteration 0F: 2 clusters Score -10087.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9560.380859 Penalty: 1630.615845
	Iteration 0F: 3 clusters Score -9560.381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9664.834961 Penalty: 1630.615845
	Iteration 1F: 3 clusters Score -9664.835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9684.106445 Penalty: 1630.615845
	Iteration 2Q: 3 clusters Score -9684.106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9715.533203 Penalty: 1630.615845
	Iteration 3Q: 3 clusters Score -9715.533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9721.833984 Penalty: 1630.615845
	Iteration 4Q: 3 clusters Score -9721.834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9726.815430 Penalty: 1630.615845
	Iteration 5Q: 3 clusters Score -9726.815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9726.815430 Penalty: 1630.615845
	Iteration 6F: 3 clusters Score -9726.815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83336 members 
Mstep: Class 3 contains 26309 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116723 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10743 members 
Mstep: Class 9 contains 118108 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13873 members 
Mstep: Class 13 contains 40310 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27910 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 60086 members 
Mstep: Class 26 contains 41565 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23400 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30978 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137666 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959608.000000 Penalty: 77880.085938
Iteration 359Q: 36 clusters Score -1.089596e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26309 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116723 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10744 members 
Mstep: Class 9 contains 118098 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13873 members 
Mstep: Class 13 contains 40308 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27909 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60088 members 
Mstep: Class 26 contains 41572 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23401 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30980 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137662 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959640.000000 Penalty: 77880.085938
Iteration 360F: 36 clusters Score -1.089596e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83340 members 
Mstep: Class 3 contains 26309 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116721 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10744 members 
Mstep: Class 9 contains 118093 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13873 members 
Mstep: Class 13 contains 40308 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27910 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60088 members 
Mstep: Class 26 contains 41581 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23401 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30982 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137657 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959616.000000 Penalty: 77880.085938
Iteration 361Q: 36 clusters Score -1.089596e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83340 members 
Mstep: Class 3 contains 26309 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116719 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10745 members 
Mstep: Class 9 contains 118084 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13874 members 
Mstep: Class 13 contains 40309 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27910 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60087 members 
Mstep: Class 26 contains 41589 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23401 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30985 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137655 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959624.000000 Penalty: 77880.085938
Iteration 362Q: 36 clusters Score -1.089596e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83340 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116716 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 10746 members 
Mstep: Class 9 contains 118082 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13873 members 
Mstep: Class 13 contains 40311 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27909 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60086 members 
Mstep: Class 26 contains 41594 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23401 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30987 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137652 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959712.000000 Penalty: 77880.085938
Iteration 363Q: 36 clusters Score -1.089597e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83340 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116718 members 
Mstep: Class 7 contains 5130 members 
Mstep: Class 8 contains 10747 members 
Mstep: Class 9 contains 118077 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13871 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60085 members 
Mstep: Class 26 contains 41597 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23401 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30988 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137652 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959712.000000 Penalty: 77880.085938
Iteration 364Q: 36 clusters Score -1.089597e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83340 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116719 members 
Mstep: Class 7 contains 5130 members 
Mstep: Class 8 contains 10754 members 
Mstep: Class 9 contains 118069 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13872 members 
Mstep: Class 13 contains 40311 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27909 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60087 members 
Mstep: Class 26 contains 41594 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23401 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30988 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137652 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959728.000000 Penalty: 77880.085938
Iteration 365Q: 36 clusters Score -1.089597e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83340 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116720 members 
Mstep: Class 7 contains 5130 members 
Mstep: Class 8 contains 10760 members 
Mstep: Class 9 contains 118066 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13872 members 
Mstep: Class 13 contains 40311 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27909 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60088 members 
Mstep: Class 26 contains 41590 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23400 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30989 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137651 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959760.000000 Penalty: 77880.085938
Iteration 366Q: 36 clusters Score -1.089598e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83340 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116720 members 
Mstep: Class 7 contains 5131 members 
Mstep: Class 8 contains 10763 members 
Mstep: Class 9 contains 118066 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13872 members 
Mstep: Class 13 contains 40311 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30994 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60089 members 
Mstep: Class 26 contains 41586 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23400 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30990 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137650 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959744.000000 Penalty: 77880.085938
Iteration 367Q: 36 clusters Score -1.089597e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83340 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116719 members 
Mstep: Class 7 contains 5131 members 
Mstep: Class 8 contains 10768 members 
Mstep: Class 9 contains 118066 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13871 members 
Mstep: Class 13 contains 40311 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60090 members 
Mstep: Class 26 contains 41583 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23400 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30990 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137648 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959816.000000 Penalty: 77880.085938
Iteration 368Q: 36 clusters Score -1.089598e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83340 members 
Mstep: Class 3 contains 26311 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116718 members 
Mstep: Class 7 contains 5132 members 
Mstep: Class 8 contains 10772 members 
Mstep: Class 9 contains 118063 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13871 members 
Mstep: Class 13 contains 40311 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60090 members 
Mstep: Class 26 contains 41584 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23400 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30990 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137645 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959720.000000 Penalty: 77880.085938
Iteration 369Q: 36 clusters Score -1.089597e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83340 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116716 members 
Mstep: Class 7 contains 5133 members 
Mstep: Class 8 contains 10773 members 
Mstep: Class 9 contains 118060 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13871 members 
Mstep: Class 13 contains 40310 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60093 members 
Mstep: Class 26 contains 41585 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23401 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30990 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137645 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959768.000000 Penalty: 77880.085938
Iteration 370Q: 36 clusters Score -1.089598e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116715 members 
Mstep: Class 7 contains 5134 members 
Mstep: Class 8 contains 10775 members 
Mstep: Class 9 contains 118053 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13871 members 
Mstep: Class 13 contains 40311 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60095 members 
Mstep: Class 26 contains 41588 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30992 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137644 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959752.000000 Penalty: 77880.085938
Iteration 371Q: 36 clusters Score -1.089598e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10255 members 
Mstep: Class 6 contains 116713 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10781 members 
Mstep: Class 9 contains 118046 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13871 members 
Mstep: Class 13 contains 40311 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60100 members 
Mstep: Class 26 contains 41588 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30992 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137642 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959720.000000 Penalty: 77880.085938
Iteration 372Q: 36 clusters Score -1.089597e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10256 members 
Mstep: Class 6 contains 116710 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10784 members 
Mstep: Class 9 contains 118041 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13871 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60101 members 
Mstep: Class 26 contains 41590 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30992 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137642 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959720.000000 Penalty: 77880.085938
Iteration 373Q: 36 clusters Score -1.089597e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 116708 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10787 members 
Mstep: Class 9 contains 118037 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13870 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60099 members 
Mstep: Class 26 contains 41594 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30992 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137643 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959712.000000 Penalty: 77880.085938
Iteration 374Q: 36 clusters Score -1.089597e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 116707 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10788 members 
Mstep: Class 9 contains 118030 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13870 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60099 members 
Mstep: Class 26 contains 41599 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30992 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137645 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959720.000000 Penalty: 77880.085938
Iteration 375Q: 36 clusters Score -1.089597e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10258 members 
Mstep: Class 6 contains 116706 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 9 contains 118026 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13870 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60099 members 
Mstep: Class 26 contains 41603 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30992 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137644 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959664.000000 Penalty: 77880.085938
Iteration 376Q: 36 clusters Score -1.089597e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10260 members 
Mstep: Class 6 contains 116705 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118023 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13870 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60098 members 
Mstep: Class 26 contains 41604 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30992 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137644 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959648.000000 Penalty: 77880.085938
Iteration 377Q: 36 clusters Score -1.089596e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10260 members 
Mstep: Class 6 contains 116704 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118022 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13870 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60096 members 
Mstep: Class 26 contains 41607 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30992 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137645 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959672.000000 Penalty: 77880.085938
Iteration 378Q: 36 clusters Score -1.089597e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10260 members 
Mstep: Class 6 contains 116703 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118018 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13870 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60096 members 
Mstep: Class 26 contains 41611 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30993 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137645 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959664.000000 Penalty: 77880.085938
Iteration 379Q: 36 clusters Score -1.089597e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10260 members 
Mstep: Class 6 contains 116702 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118016 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60096 members 
Mstep: Class 26 contains 41615 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30994 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137644 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959656.000000 Penalty: 77880.085938
Iteration 380F: 36 clusters Score -1.089597e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10260 members 
Mstep: Class 6 contains 116701 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118014 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60097 members 
Mstep: Class 26 contains 41617 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137643 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959632.000000 Penalty: 77880.085938
Iteration 381Q: 36 clusters Score -1.089596e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10259 members 
Mstep: Class 6 contains 116698 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118017 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60099 members 
Mstep: Class 26 contains 41619 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137640 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959648.000000 Penalty: 77880.085938
Iteration 382Q: 36 clusters Score -1.089596e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10259 members 
Mstep: Class 6 contains 116697 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118018 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60099 members 
Mstep: Class 26 contains 41621 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137638 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959632.000000 Penalty: 77880.085938
Iteration 383Q: 36 clusters Score -1.089596e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10259 members 
Mstep: Class 6 contains 116694 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118019 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30995 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60099 members 
Mstep: Class 26 contains 41624 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137637 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959632.000000 Penalty: 77880.085938
Iteration 384Q: 36 clusters Score -1.089596e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10259 members 
Mstep: Class 6 contains 116694 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118018 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60100 members 
Mstep: Class 26 contains 41625 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137635 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959592.000000 Penalty: 77880.085938
Iteration 385Q: 36 clusters Score -1.089596e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10259 members 
Mstep: Class 6 contains 116694 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118017 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60102 members 
Mstep: Class 26 contains 41628 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137632 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959624.000000 Penalty: 77880.085938
Iteration 386Q: 36 clusters Score -1.089596e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83338 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10259 members 
Mstep: Class 6 contains 116694 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118019 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40311 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60105 members 
Mstep: Class 26 contains 41628 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137628 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959616.000000 Penalty: 77880.085938
Iteration 387Q: 36 clusters Score -1.089596e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83337 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10259 members 
Mstep: Class 6 contains 116693 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118022 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40312 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27908 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60106 members 
Mstep: Class 26 contains 41628 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137626 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959616.000000 Penalty: 77880.085938
Iteration 388Q: 36 clusters Score -1.089596e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83337 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10259 members 
Mstep: Class 6 contains 116692 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118026 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40313 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27907 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16487 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60106 members 
Mstep: Class 26 contains 41628 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137624 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959592.000000 Penalty: 77880.085938
Iteration 389Q: 36 clusters Score -1.089596e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83337 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10259 members 
Mstep: Class 6 contains 116692 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118027 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40316 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27905 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60106 members 
Mstep: Class 26 contains 41628 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23403 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137623 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959616.000000 Penalty: 77880.085938
Iteration 390Q: 36 clusters Score -1.089596e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83337 members 
Mstep: Class 3 contains 26307 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10259 members 
Mstep: Class 6 contains 116691 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118028 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40316 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27903 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16487 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60107 members 
Mstep: Class 26 contains 41628 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23404 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137623 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959600.000000 Penalty: 77880.085938
Iteration 391Q: 36 clusters Score -1.089596e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83337 members 
Mstep: Class 3 contains 26307 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10259 members 
Mstep: Class 6 contains 116689 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118030 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40318 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27901 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60108 members 
Mstep: Class 26 contains 41628 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23404 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137623 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959576.000000 Penalty: 77880.085938
Iteration 392Q: 36 clusters Score -1.089596e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83337 members 
Mstep: Class 3 contains 26307 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10258 members 
Mstep: Class 6 contains 116686 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118032 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40320 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27901 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60109 members 
Mstep: Class 26 contains 41628 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23404 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137622 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959592.000000 Penalty: 77880.085938
Iteration 393Q: 36 clusters Score -1.089596e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83336 members 
Mstep: Class 3 contains 26307 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10258 members 
Mstep: Class 6 contains 116686 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118032 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40321 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27901 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60111 members 
Mstep: Class 26 contains 41628 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23404 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137620 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959624.000000 Penalty: 77880.085938
Iteration 394Q: 36 clusters Score -1.089596e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83334 members 
Mstep: Class 3 contains 26307 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10258 members 
Mstep: Class 6 contains 116686 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118033 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40322 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27901 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60111 members 
Mstep: Class 26 contains 41627 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23404 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137620 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959640.000000 Penalty: 77880.085938
Iteration 395Q: 36 clusters Score -1.089596e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83334 members 
Mstep: Class 3 contains 26307 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10258 members 
Mstep: Class 6 contains 116686 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118033 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40322 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27901 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60111 members 
Mstep: Class 26 contains 41628 members 
Mstep: Class 27 contains 10416 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23404 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137619 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959656.000000 Penalty: 77880.085938
Iteration 396Q: 36 clusters Score -1.089597e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83334 members 
Mstep: Class 3 contains 26307 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10258 members 
Mstep: Class 6 contains 116686 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118032 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40322 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27901 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60111 members 
Mstep: Class 26 contains 41628 members 
Mstep: Class 27 contains 10415 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23404 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30995 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137621 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959672.000000 Penalty: 77880.085938
Iteration 397Q: 36 clusters Score -1.089597e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83334 members 
Mstep: Class 3 contains 26307 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10258 members 
Mstep: Class 6 contains 116686 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118032 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40322 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27901 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60111 members 
Mstep: Class 26 contains 41628 members 
Mstep: Class 27 contains 10415 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23404 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30996 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137620 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959680.000000 Penalty: 77880.085938
Iteration 398Q: 36 clusters Score -1.089597e+08 nChanged 0
Entering ConstructFrom: 
Score: -108959680.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (6654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Entering Unmasked Estep 
Score: -836043.375000 Penalty: 1430.483276
	Iteration 0F: 2 clusters Score -836043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -831014.187500 Penalty: 2860.966553
	Iteration 0F: 3 clusters Score -831014.2 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -832589.562500 Penalty: 2860.966553
	Iteration 1F: 3 clusters Score -832589.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -832979.312500 Penalty: 2860.966553
	Iteration 2F: 3 clusters Score -832979.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -833342.937500 Penalty: 2860.966553
	Iteration 3F: 3 clusters Score -833342.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -833690.625000 Penalty: 2860.966553
	Iteration 4F: 3 clusters Score -833690.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -833982.125000 Penalty: 2860.966553
	Iteration 5F: 3 clusters Score -833982.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -834164.000000 Penalty: 2860.966553
	Iteration 6Q: 3 clusters Score -834164 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -834272.500000 Penalty: 2860.966553
	Iteration 7Q: 3 clusters Score -834272.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -834345.562500 Penalty: 2860.966553
	Iteration 8Q: 3 clusters Score -834345.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -834405.062500 Penalty: 2860.966553
	Iteration 9Q: 3 clusters Score -834405.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -834448.312500 Penalty: 2860.966553
	Iteration 10Q: 3 clusters Score -834448.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -834476.125000 Penalty: 2860.966553
	Iteration 11Q: 3 clusters Score -834476.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -834507.875000 Penalty: 2860.966553
	Iteration 12Q: 3 clusters Score -834507.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -834534.000000 Penalty: 2860.966553
	Iteration 13Q: 3 clusters Score -834534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -834557.000000 Penalty: 2860.966553
	Iteration 14Q: 3 clusters Score -834557 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -834592.500000 Penalty: 2860.966553
	Iteration 15Q: 3 clusters Score -834592.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -834629.562500 Penalty: 2860.966553
	Iteration 16Q: 3 clusters Score -834629.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -834668.687500 Penalty: 2860.966553
	Iteration 17Q: 3 clusters Score -834668.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -834709.562500 Penalty: 2860.966553
	Iteration 18Q: 3 clusters Score -834709.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -834748.625000 Penalty: 2860.966553
	Iteration 19Q: 3 clusters Score -834748.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -834792.250000 Penalty: 2860.966553
	Iteration 20F: 3 clusters Score -834792.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -834827.562500 Penalty: 2860.966553
	Iteration 21Q: 3 clusters Score -834827.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -834859.062500 Penalty: 2860.966553
	Iteration 22Q: 3 clusters Score -834859.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -834884.125000 Penalty: 2860.966553
	Iteration 23Q: 3 clusters Score -834884.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -834899.000000 Penalty: 2860.966553
	Iteration 24Q: 3 clusters Score -834899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -834916.062500 Penalty: 2860.966553
	Iteration 25Q: 3 clusters Score -834916.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -834931.750000 Penalty: 2860.966553
	Iteration 26Q: 3 clusters Score -834931.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -834949.562500 Penalty: 2860.966553
	Iteration 27Q: 3 clusters Score -834949.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -834967.875000 Penalty: 2860.966553
	Iteration 28Q: 3 clusters Score -834967.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -834978.000000 Penalty: 2860.966553
	Iteration 29Q: 3 clusters Score -834978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -834991.437500 Penalty: 2860.966553
	Iteration 30Q: 3 clusters Score -834991.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -835008.250000 Penalty: 2860.966553
	Iteration 31Q: 3 clusters Score -835008.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -835021.437500 Penalty: 2860.966553
	Iteration 32Q: 3 clusters Score -835021.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -835040.125000 Penalty: 2860.966553
	Iteration 33Q: 3 clusters Score -835040.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -835057.562500 Penalty: 2860.966553
	Iteration 34Q: 3 clusters Score -835057.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -835070.437500 Penalty: 2860.966553
	Iteration 35Q: 3 clusters Score -835070.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -835076.750000 Penalty: 2860.966553
	Iteration 36Q: 3 clusters Score -835076.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -835086.375000 Penalty: 2860.966553
	Iteration 37Q: 3 clusters Score -835086.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -835100.375000 Penalty: 2860.966553
	Iteration 38Q: 3 clusters Score -835100.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -835116.687500 Penalty: 2860.966553
	Iteration 39Q: 3 clusters Score -835116.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -835127.062500 Penalty: 2860.966553
	Iteration 40F: 3 clusters Score -835127.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -835137.750000 Penalty: 2860.966553
	Iteration 41Q: 3 clusters Score -835137.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -835146.500000 Penalty: 2860.966553
	Iteration 42Q: 3 clusters Score -835146.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -835150.562500 Penalty: 2860.966553
	Iteration 43Q: 3 clusters Score -835150.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -835153.250000 Penalty: 2860.966553
	Iteration 44Q: 3 clusters Score -835153.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -835155.000000 Penalty: 2860.966553
	Iteration 45Q: 3 clusters Score -835155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -835158.437500 Penalty: 2860.966553
	Iteration 46Q: 3 clusters Score -835158.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -835157.937500 Penalty: 2860.966553
	Iteration 47Q: 3 clusters Score -835157.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -835157.937500 Penalty: 2860.966553
	Iteration 48F: 3 clusters Score -835157.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Entering Unmasked Estep 
Score: -10681264.000000 Penalty: 1841.224487
	Iteration 0F: 2 clusters Score -1.068126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -10626273.000000 Penalty: 3682.448975
	Iteration 0F: 3 clusters Score -1.062627e+07 nChanged 39778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -10649876.000000 Penalty: 3682.448975
	Iteration 1F: 3 clusters Score -1.064988e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -10651482.000000 Penalty: 3682.448975
	Iteration 2Q: 3 clusters Score -1.065148e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -10654370.000000 Penalty: 3682.448975
	Iteration 3F: 3 clusters Score -1.065437e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -10659149.000000 Penalty: 3682.448975
	Iteration 4F: 3 clusters Score -1.065915e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -10665476.000000 Penalty: 3682.448975
	Iteration 5F: 3 clusters Score -1.066548e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74443 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -10671719.000000 Penalty: 3682.448975
	Iteration 6F: 3 clusters Score -1.067172e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79089 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -10676110.000000 Penalty: 3682.448975
	Iteration 7F: 3 clusters Score -1.067611e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -10678351.000000 Penalty: 3682.448975
	Iteration 8Q: 3 clusters Score -1.067835e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10679164.000000 Penalty: 3682.448975
	Iteration 9Q: 3 clusters Score -1.067916e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10679459.000000 Penalty: 3682.448975
	Iteration 10Q: 3 clusters Score -1.067946e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82991 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10679584.000000 Penalty: 3682.448975
	Iteration 11Q: 3 clusters Score -1.067958e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10679649.000000 Penalty: 3682.448975
	Iteration 12Q: 3 clusters Score -1.067965e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -10679680.000000 Penalty: 3682.448975
	Iteration 13Q: 3 clusters Score -1.067968e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83067 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10679711.000000 Penalty: 3682.448975
	Iteration 14Q: 3 clusters Score -1.067971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10679723.000000 Penalty: 3682.448975
	Iteration 15Q: 3 clusters Score -1.067972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10679734.000000 Penalty: 3682.448975
	Iteration 16Q: 3 clusters Score -1.067973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83080 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10679746.000000 Penalty: 3682.448975
	Iteration 17Q: 3 clusters Score -1.067975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83082 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10679752.000000 Penalty: 3682.448975
	Iteration 18Q: 3 clusters Score -1.067975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10679755.000000 Penalty: 3682.448975
	Iteration 19Q: 3 clusters Score -1.067976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10679763.000000 Penalty: 3682.448975
	Iteration 20F: 3 clusters Score -1.067976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10679759.000000 Penalty: 3682.448975
	Iteration 21Q: 3 clusters Score -1.067976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10679767.000000 Penalty: 3682.448975
	Iteration 22Q: 3 clusters Score -1.067977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10679770.000000 Penalty: 3682.448975
	Iteration 23Q: 3 clusters Score -1.067977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10679779.000000 Penalty: 3682.448975
	Iteration 24Q: 3 clusters Score -1.067978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10679779.000000 Penalty: 3682.448975
	Iteration 25Q: 3 clusters Score -1.067978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10679779.000000 Penalty: 3682.448975
	Iteration 26F: 3 clusters Score -1.067978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Entering Unmasked Estep 
Score: -3352861.000000 Penalty: 1653.858398
	Iteration 0F: 2 clusters Score -3352861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3335117.500000 Penalty: 3307.716797
	Iteration 0F: 3 clusters Score -3335118 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3341919.000000 Penalty: 3307.716797
	Iteration 1F: 3 clusters Score -3341919 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3342244.250000 Penalty: 3307.716797
	Iteration 2Q: 3 clusters Score -3342244 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3342581.500000 Penalty: 3307.716797
	Iteration 3Q: 3 clusters Score -3342582 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3342921.500000 Penalty: 3307.716797
	Iteration 4Q: 3 clusters Score -3342922 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3343325.250000 Penalty: 3307.716797
	Iteration 5Q: 3 clusters Score -3343325 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3343904.000000 Penalty: 3307.716797
	Iteration 6Q: 3 clusters Score -3343904 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -3344739.000000 Penalty: 3307.716797
	Iteration 7F: 3 clusters Score -3344739 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -3345772.500000 Penalty: 3307.716797
	Iteration 8F: 3 clusters Score -3345772 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3346751.500000 Penalty: 3307.716797
	Iteration 9F: 3 clusters Score -3346752 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3347487.250000 Penalty: 3307.716797
	Iteration 10Q: 3 clusters Score -3347487 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3347917.000000 Penalty: 3307.716797
	Iteration 11Q: 3 clusters Score -3347917 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3348233.000000 Penalty: 3307.716797
	Iteration 12Q: 3 clusters Score -3348233 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -3348538.500000 Penalty: 3307.716797
	Iteration 13Q: 3 clusters Score -3348538 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3348873.250000 Penalty: 3307.716797
	Iteration 14Q: 3 clusters Score -3348873 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -3349257.500000 Penalty: 3307.716797
	Iteration 15Q: 3 clusters Score -3349258 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -3349686.500000 Penalty: 3307.716797
	Iteration 16Q: 3 clusters Score -3349686 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3350087.000000 Penalty: 3307.716797
	Iteration 17Q: 3 clusters Score -3350087 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3350464.250000 Penalty: 3307.716797
	Iteration 18Q: 3 clusters Score -3350464 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -3350743.500000 Penalty: 3307.716797
	Iteration 19Q: 3 clusters Score -3350744 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3350930.250000 Penalty: 3307.716797
	Iteration 20F: 3 clusters Score -3350930 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3351035.000000 Penalty: 3307.716797
	Iteration 21Q: 3 clusters Score -3351035 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3351107.500000 Penalty: 3307.716797
	Iteration 22Q: 3 clusters Score -3351108 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3351178.250000 Penalty: 3307.716797
	Iteration 23Q: 3 clusters Score -3351178 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -3351229.500000 Penalty: 3307.716797
	Iteration 24Q: 3 clusters Score -3351230 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -3351268.250000 Penalty: 3307.716797
	Iteration 25Q: 3 clusters Score -3351268 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3351289.750000 Penalty: 3307.716797
	Iteration 26Q: 3 clusters Score -3351290 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3351319.500000 Penalty: 3307.716797
	Iteration 27Q: 3 clusters Score -3351320 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3351334.500000 Penalty: 3307.716797
	Iteration 28Q: 3 clusters Score -3351334 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3351367.500000 Penalty: 3307.716797
	Iteration 29Q: 3 clusters Score -3351368 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3351368.500000 Penalty: 3307.716797
	Iteration 30Q: 3 clusters Score -3351368 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3351392.500000 Penalty: 3307.716797
	Iteration 31Q: 3 clusters Score -3351392 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3351402.750000 Penalty: 3307.716797
	Iteration 32Q: 3 clusters Score -3351403 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -3351420.500000 Penalty: 3307.716797
	Iteration 33Q: 3 clusters Score -3351420 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -3351441.250000 Penalty: 3307.716797
	Iteration 34Q: 3 clusters Score -3351441 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3351443.000000 Penalty: 3307.716797
	Iteration 35Q: 3 clusters Score -3351443 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3351453.500000 Penalty: 3307.716797
	Iteration 36Q: 3 clusters Score -3351454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3351464.250000 Penalty: 3307.716797
	Iteration 37Q: 3 clusters Score -3351464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3351471.000000 Penalty: 3307.716797
	Iteration 38Q: 3 clusters Score -3351471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -3351478.500000 Penalty: 3307.716797
	Iteration 39Q: 3 clusters Score -3351478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3351495.250000 Penalty: 3307.716797
	Iteration 40F: 3 clusters Score -3351495 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3351504.250000 Penalty: 3307.716797
	Iteration 41Q: 3 clusters Score -3351504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3351506.250000 Penalty: 3307.716797
	Iteration 42Q: 3 clusters Score -3351506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3351508.000000 Penalty: 3307.716797
	Iteration 43Q: 3 clusters Score -3351508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3351509.000000 Penalty: 3307.716797
	Iteration 44Q: 3 clusters Score -3351509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3351515.000000 Penalty: 3307.716797
	Iteration 45Q: 3 clusters Score -3351515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3351512.000000 Penalty: 3307.716797
	Iteration 46Q: 3 clusters Score -3351512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3351512.750000 Penalty: 3307.716797
	Iteration 47Q: 3 clusters Score -3351513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3351513.500000 Penalty: 3307.716797
	Iteration 48Q: 3 clusters Score -3351514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3351505.750000 Penalty: 3307.716797
	Iteration 49Q: 3 clusters Score -3351506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3351515.750000 Penalty: 3307.716797
	Iteration 50Q: 3 clusters Score -3351516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3351512.750000 Penalty: 3307.716797
	Iteration 51Q: 3 clusters Score -3351513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3351512.500000 Penalty: 3307.716797
	Iteration 52Q: 3 clusters Score -3351512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3351509.750000 Penalty: 3307.716797
	Iteration 53Q: 3 clusters Score -3351510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3351512.250000 Penalty: 3307.716797
	Iteration 54Q: 3 clusters Score -3351512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3351515.000000 Penalty: 3307.716797
	Iteration 55Q: 3 clusters Score -3351515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3351519.750000 Penalty: 3307.716797
	Iteration 56Q: 3 clusters Score -3351520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3351519.750000 Penalty: 3307.716797
	Iteration 57Q: 3 clusters Score -3351520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3351522.500000 Penalty: 3307.716797
	Iteration 58Q: 3 clusters Score -3351522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3351526.250000 Penalty: 3307.716797
	Iteration 59Q: 3 clusters Score -3351526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3351527.000000 Penalty: 3307.716797
	Iteration 60F: 3 clusters Score -3351527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3351533.000000 Penalty: 3307.716797
	Iteration 61Q: 3 clusters Score -3351533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3351541.500000 Penalty: 3307.716797
	Iteration 62Q: 3 clusters Score -3351542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3351541.750000 Penalty: 3307.716797
	Iteration 63Q: 3 clusters Score -3351542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3351545.000000 Penalty: 3307.716797
	Iteration 64Q: 3 clusters Score -3351545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -3351541.250000 Penalty: 3307.716797
	Iteration 65Q: 3 clusters Score -3351541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3351551.500000 Penalty: 3307.716797
	Iteration 66Q: 3 clusters Score -3351552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3351549.500000 Penalty: 3307.716797
	Iteration 67Q: 3 clusters Score -3351550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3351550.250000 Penalty: 3307.716797
	Iteration 68Q: 3 clusters Score -3351550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3351549.250000 Penalty: 3307.716797
	Iteration 69Q: 3 clusters Score -3351549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3351541.250000 Penalty: 3307.716797
	Iteration 70Q: 3 clusters Score -3351541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3351549.000000 Penalty: 3307.716797
	Iteration 71Q: 3 clusters Score -3351549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3351546.750000 Penalty: 3307.716797
	Iteration 72Q: 3 clusters Score -3351547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3351544.250000 Penalty: 3307.716797
	Iteration 73Q: 3 clusters Score -3351544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -3351548.500000 Penalty: 3307.716797
	Iteration 74Q: 3 clusters Score -3351548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3351545.500000 Penalty: 3307.716797
	Iteration 75Q: 3 clusters Score -3351546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3351544.750000 Penalty: 3307.716797
	Iteration 76Q: 3 clusters Score -3351545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3351545.500000 Penalty: 3307.716797
	Iteration 77Q: 3 clusters Score -3351546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3351546.250000 Penalty: 3307.716797
	Iteration 78Q: 3 clusters Score -3351546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3351545.250000 Penalty: 3307.716797
	Iteration 79Q: 3 clusters Score -3351545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3351542.000000 Penalty: 3307.716797
	Iteration 80F: 3 clusters Score -3351542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3351550.250000 Penalty: 3307.716797
	Iteration 81Q: 3 clusters Score -3351550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3351550.750000 Penalty: 3307.716797
	Iteration 82Q: 3 clusters Score -3351551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3351547.500000 Penalty: 3307.716797
	Iteration 83Q: 3 clusters Score -3351548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3351544.500000 Penalty: 3307.716797
	Iteration 84Q: 3 clusters Score -3351544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3351544.500000 Penalty: 3307.716797
	Iteration 85Q: 3 clusters Score -3351544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3351545.250000 Penalty: 3307.716797
	Iteration 86Q: 3 clusters Score -3351545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3351543.500000 Penalty: 3307.716797
	Iteration 87Q: 3 clusters Score -3351544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3351539.250000 Penalty: 3307.716797
	Iteration 88Q: 3 clusters Score -3351539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3351544.250000 Penalty: 3307.716797
	Iteration 89Q: 3 clusters Score -3351544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3351550.750000 Penalty: 3307.716797
	Iteration 90Q: 3 clusters Score -3351551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3351545.750000 Penalty: 3307.716797
	Iteration 91Q: 3 clusters Score -3351546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3351548.500000 Penalty: 3307.716797
	Iteration 92Q: 3 clusters Score -3351548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3351549.750000 Penalty: 3307.716797
	Iteration 93Q: 3 clusters Score -3351550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3351550.250000 Penalty: 3307.716797
	Iteration 94Q: 3 clusters Score -3351550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3351556.750000 Penalty: 3307.716797
	Iteration 95Q: 3 clusters Score -3351557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3351557.750000 Penalty: 3307.716797
	Iteration 96Q: 3 clusters Score -3351558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3351557.000000 Penalty: 3307.716797
	Iteration 97Q: 3 clusters Score -3351557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3351556.500000 Penalty: 3307.716797
	Iteration 98Q: 3 clusters Score -3351556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3351558.250000 Penalty: 3307.716797
	Iteration 99Q: 3 clusters Score -3351558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3351559.750000 Penalty: 3307.716797
	Iteration 100F: 3 clusters Score -3351560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3351557.250000 Penalty: 3307.716797
	Iteration 101Q: 3 clusters Score -3351557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3351562.500000 Penalty: 3307.716797
	Iteration 102Q: 3 clusters Score -3351562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3351566.250000 Penalty: 3307.716797
	Iteration 103Q: 3 clusters Score -3351566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3351569.500000 Penalty: 3307.716797
	Iteration 104Q: 3 clusters Score -3351570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3351573.250000 Penalty: 3307.716797
	Iteration 105Q: 3 clusters Score -3351573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3351572.000000 Penalty: 3307.716797
	Iteration 106Q: 3 clusters Score -3351572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3351576.250000 Penalty: 3307.716797
	Iteration 107Q: 3 clusters Score -3351576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3351575.000000 Penalty: 3307.716797
	Iteration 108Q: 3 clusters Score -3351575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3351580.750000 Penalty: 3307.716797
	Iteration 109Q: 3 clusters Score -3351581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3351587.750000 Penalty: 3307.716797
	Iteration 110Q: 3 clusters Score -3351588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3351589.500000 Penalty: 3307.716797
	Iteration 111Q: 3 clusters Score -3351590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3351593.750000 Penalty: 3307.716797
	Iteration 112Q: 3 clusters Score -3351594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3351589.000000 Penalty: 3307.716797
	Iteration 113Q: 3 clusters Score -3351589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3351588.250000 Penalty: 3307.716797
	Iteration 114Q: 3 clusters Score -3351588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3351589.750000 Penalty: 3307.716797
	Iteration 115Q: 3 clusters Score -3351590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3351586.750000 Penalty: 3307.716797
	Iteration 116Q: 3 clusters Score -3351587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3351586.750000 Penalty: 3307.716797
	Iteration 117Q: 3 clusters Score -3351587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3351587.250000 Penalty: 3307.716797
	Iteration 118Q: 3 clusters Score -3351587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3351588.250000 Penalty: 3307.716797
	Iteration 119Q: 3 clusters Score -3351588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3351588.500000 Penalty: 3307.716797
	Iteration 120F: 3 clusters Score -3351588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -166987.000000 Penalty: 1175.319214
	Iteration 0F: 2 clusters Score -166987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -165282.640625 Penalty: 2350.638428
	Iteration 0F: 3 clusters Score -165282.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -165641.171875 Penalty: 2350.638428
	Iteration 1F: 3 clusters Score -165641.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -165760.312500 Penalty: 2350.638428
	Iteration 2F: 3 clusters Score -165760.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -165819.203125 Penalty: 2350.638428
	Iteration 3Q: 3 clusters Score -165819.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -165853.296875 Penalty: 2350.638428
	Iteration 4Q: 3 clusters Score -165853.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -165880.125000 Penalty: 2350.638428
	Iteration 5Q: 3 clusters Score -165880.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -165892.796875 Penalty: 2350.638428
	Iteration 6Q: 3 clusters Score -165892.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -165905.125000 Penalty: 2350.638428
	Iteration 7Q: 3 clusters Score -165905.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -165918.359375 Penalty: 2350.638428
	Iteration 8Q: 3 clusters Score -165918.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -165927.937500 Penalty: 2350.638428
	Iteration 9Q: 3 clusters Score -165927.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -165942.234375 Penalty: 2350.638428
	Iteration 10Q: 3 clusters Score -165942.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -165951.171875 Penalty: 2350.638428
	Iteration 11Q: 3 clusters Score -165951.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -165958.375000 Penalty: 2350.638428
	Iteration 12Q: 3 clusters Score -165958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -165961.546875 Penalty: 2350.638428
	Iteration 13Q: 3 clusters Score -165961.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -165965.687500 Penalty: 2350.638428
	Iteration 14Q: 3 clusters Score -165965.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -165965.906250 Penalty: 2350.638428
	Iteration 15Q: 3 clusters Score -165965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -165967.593750 Penalty: 2350.638428
	Iteration 16Q: 3 clusters Score -165967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -165969.984375 Penalty: 2350.638428
	Iteration 17Q: 3 clusters Score -165970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -165974.500000 Penalty: 2350.638428
	Iteration 18Q: 3 clusters Score -165974.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -165980.531250 Penalty: 2350.638428
	Iteration 19Q: 3 clusters Score -165980.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -165988.312500 Penalty: 2350.638428
	Iteration 20F: 3 clusters Score -165988.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -165994.875000 Penalty: 2350.638428
	Iteration 21Q: 3 clusters Score -165994.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -165999.750000 Penalty: 2350.638428
	Iteration 22Q: 3 clusters Score -165999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -166007.218750 Penalty: 2350.638428
	Iteration 23Q: 3 clusters Score -166007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -166008.015625 Penalty: 2350.638428
	Iteration 24Q: 3 clusters Score -166008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -166009.125000 Penalty: 2350.638428
	Iteration 25Q: 3 clusters Score -166009.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -166009.125000 Penalty: 2350.638428
	Iteration 26F: 3 clusters Score -166009.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Entering Unmasked Estep 
Score: -1247672.750000 Penalty: 1500.819580
	Iteration 0F: 2 clusters Score -1247673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1240360.750000 Penalty: 3001.639160
	Iteration 0F: 3 clusters Score -1240361 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1242785.000000 Penalty: 3001.639160
	Iteration 1F: 3 clusters Score -1242785 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1242983.375000 Penalty: 3001.639160
	Iteration 2F: 3 clusters Score -1242983 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1243127.750000 Penalty: 3001.639160
	Iteration 3Q: 3 clusters Score -1243128 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1243259.000000 Penalty: 3001.639160
	Iteration 4Q: 3 clusters Score -1243259 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1243397.625000 Penalty: 3001.639160
	Iteration 5Q: 3 clusters Score -1243398 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1243557.875000 Penalty: 3001.639160
	Iteration 6Q: 3 clusters Score -1243558 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1243783.625000 Penalty: 3001.639160
	Iteration 7Q: 3 clusters Score -1243784 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1244138.000000 Penalty: 3001.639160
	Iteration 8F: 3 clusters Score -1244138 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1244633.375000 Penalty: 3001.639160
	Iteration 9F: 3 clusters Score -1244633 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1245231.875000 Penalty: 3001.639160
	Iteration 10F: 3 clusters Score -1245232 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1245806.500000 Penalty: 3001.639160
	Iteration 11F: 3 clusters Score -1245806 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1246204.875000 Penalty: 3001.639160
	Iteration 12Q: 3 clusters Score -1246205 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1246426.750000 Penalty: 3001.639160
	Iteration 13Q: 3 clusters Score -1246427 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1246531.250000 Penalty: 3001.639160
	Iteration 14Q: 3 clusters Score -1246531 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1246588.375000 Penalty: 3001.639160
	Iteration 15Q: 3 clusters Score -1246588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1246609.125000 Penalty: 3001.639160
	Iteration 16Q: 3 clusters Score -1246609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1246620.000000 Penalty: 3001.639160
	Iteration 17Q: 3 clusters Score -1246620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1246631.875000 Penalty: 3001.639160
	Iteration 18Q: 3 clusters Score -1246632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1246635.250000 Penalty: 3001.639160
	Iteration 19Q: 3 clusters Score -1246635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1246641.625000 Penalty: 3001.639160
	Iteration 20F: 3 clusters Score -1246642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1246643.625000 Penalty: 3001.639160
	Iteration 21Q: 3 clusters Score -1246644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1246648.500000 Penalty: 3001.639160
	Iteration 22Q: 3 clusters Score -1246648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1246649.375000 Penalty: 3001.639160
	Iteration 23Q: 3 clusters Score -1246649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1246649.375000 Penalty: 3001.639160
	Iteration 24F: 3 clusters Score -1246649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (116686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116686 members 
Entering Unmasked Estep 
Score: -14914347.000000 Penalty: 1895.926880
	Iteration 0F: 2 clusters Score -1.491435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -14837104.000000 Penalty: 3791.853760
	Iteration 0F: 3 clusters Score -1.48371e+07 nChanged 56152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -14872583.000000 Penalty: 3791.853760
	Iteration 1F: 3 clusters Score -1.487258e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -14875277.000000 Penalty: 3791.853760
	Iteration 2F: 3 clusters Score -1.487528e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -14878536.000000 Penalty: 3791.853760
	Iteration 3F: 3 clusters Score -1.487854e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72905 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -14882364.000000 Penalty: 3791.853760
	Iteration 4F: 3 clusters Score -1.488236e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -14885568.000000 Penalty: 3791.853760
	Iteration 5F: 3 clusters Score -1.488557e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -14888235.000000 Penalty: 3791.853760
	Iteration 6F: 3 clusters Score -1.488824e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86103 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -14890571.000000 Penalty: 3791.853760
	Iteration 7Q: 3 clusters Score -1.489057e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90682 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -14892912.000000 Penalty: 3791.853760
	Iteration 8Q: 3 clusters Score -1.489291e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95338 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -14895362.000000 Penalty: 3791.853760
	Iteration 9Q: 3 clusters Score -1.489536e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99950 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -14898078.000000 Penalty: 3791.853760
	Iteration 10Q: 3 clusters Score -1.489808e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104413 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -14901116.000000 Penalty: 3791.853760
	Iteration 11Q: 3 clusters Score -1.490112e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108360 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -14904257.000000 Penalty: 3791.853760
	Iteration 12Q: 3 clusters Score -1.490426e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111514 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -14907652.000000 Penalty: 3791.853760
	Iteration 13Q: 3 clusters Score -1.490765e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113707 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -14910115.000000 Penalty: 3791.853760
	Iteration 14Q: 3 clusters Score -1.491012e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115061 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -14911363.000000 Penalty: 3791.853760
	Iteration 15Q: 3 clusters Score -1.491136e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115721 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -14912000.000000 Penalty: 3791.853760
	Iteration 16Q: 3 clusters Score -1.4912e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116014 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -14912236.000000 Penalty: 3791.853760
	Iteration 17Q: 3 clusters Score -1.491224e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116139 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -14912335.000000 Penalty: 3791.853760
	Iteration 18Q: 3 clusters Score -1.491234e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116217 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -14912407.000000 Penalty: 3791.853760
	Iteration 19Q: 3 clusters Score -1.491241e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116256 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -14912474.000000 Penalty: 3791.853760
	Iteration 20F: 3 clusters Score -1.491247e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116280 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -14912508.000000 Penalty: 3791.853760
	Iteration 21Q: 3 clusters Score -1.491251e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116293 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -14912526.000000 Penalty: 3791.853760
	Iteration 22Q: 3 clusters Score -1.491253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116312 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -14912544.000000 Penalty: 3791.853760
	Iteration 23Q: 3 clusters Score -1.491254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116325 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -14912556.000000 Penalty: 3791.853760
	Iteration 24Q: 3 clusters Score -1.491256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116332 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -14912589.000000 Penalty: 3791.853760
	Iteration 25Q: 3 clusters Score -1.491259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116342 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -14912596.000000 Penalty: 3791.853760
	Iteration 26Q: 3 clusters Score -1.49126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116348 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -14912610.000000 Penalty: 3791.853760
	Iteration 27Q: 3 clusters Score -1.491261e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116355 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14912620.000000 Penalty: 3791.853760
	Iteration 28Q: 3 clusters Score -1.491262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116361 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14912630.000000 Penalty: 3791.853760
	Iteration 29Q: 3 clusters Score -1.491263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116369 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -14912655.000000 Penalty: 3791.853760
	Iteration 30Q: 3 clusters Score -1.491266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116376 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14912668.000000 Penalty: 3791.853760
	Iteration 31Q: 3 clusters Score -1.491267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116382 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14912673.000000 Penalty: 3791.853760
	Iteration 32Q: 3 clusters Score -1.491267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116385 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -14912675.000000 Penalty: 3791.853760
	Iteration 33Q: 3 clusters Score -1.491268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116386 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -14912678.000000 Penalty: 3791.853760
	Iteration 34Q: 3 clusters Score -1.491268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116390 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -14912708.000000 Penalty: 3791.853760
	Iteration 35Q: 3 clusters Score -1.491271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116395 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -14912696.000000 Penalty: 3791.853760
	Iteration 36Q: 3 clusters Score -1.49127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116397 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14912708.000000 Penalty: 3791.853760
	Iteration 37Q: 3 clusters Score -1.491271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116397 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14912704.000000 Penalty: 3791.853760
	Iteration 38Q: 3 clusters Score -1.49127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116398 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -14912702.000000 Penalty: 3791.853760
	Iteration 39Q: 3 clusters Score -1.49127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116398 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -14912702.000000 Penalty: 3791.853760
	Iteration 40F: 3 clusters Score -1.49127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Entering Unmasked Estep 
Score: -586812.187500 Penalty: 1388.404907
	Iteration 0F: 2 clusters Score -586812.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -582709.812500 Penalty: 2776.809814
	Iteration 0F: 3 clusters Score -582709.8 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -583859.625000 Penalty: 2776.809814
	Iteration 1F: 3 clusters Score -583859.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -584177.125000 Penalty: 2776.809814
	Iteration 2F: 3 clusters Score -584177.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -584447.437500 Penalty: 2776.809814
	Iteration 3F: 3 clusters Score -584447.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -584698.562500 Penalty: 2776.809814
	Iteration 4F: 3 clusters Score -584698.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -584940.562500 Penalty: 2776.809814
	Iteration 5F: 3 clusters Score -584940.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -585115.125000 Penalty: 2776.809814
	Iteration 6F: 3 clusters Score -585115.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -585246.187500 Penalty: 2776.809814
	Iteration 7Q: 3 clusters Score -585246.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -585353.625000 Penalty: 2776.809814
	Iteration 8Q: 3 clusters Score -585353.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -585461.250000 Penalty: 2776.809814
	Iteration 9Q: 3 clusters Score -585461.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -585578.312500 Penalty: 2776.809814
	Iteration 10Q: 3 clusters Score -585578.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -585685.875000 Penalty: 2776.809814
	Iteration 11Q: 3 clusters Score -585685.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -585772.687500 Penalty: 2776.809814
	Iteration 12Q: 3 clusters Score -585772.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -585831.437500 Penalty: 2776.809814
	Iteration 13Q: 3 clusters Score -585831.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -585892.562500 Penalty: 2776.809814
	Iteration 14Q: 3 clusters Score -585892.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -585961.812500 Penalty: 2776.809814
	Iteration 15Q: 3 clusters Score -585961.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -586028.750000 Penalty: 2776.809814
	Iteration 16Q: 3 clusters Score -586028.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -586102.187500 Penalty: 2776.809814
	Iteration 17Q: 3 clusters Score -586102.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -586202.312500 Penalty: 2776.809814
	Iteration 18Q: 3 clusters Score -586202.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -586317.312500 Penalty: 2776.809814
	Iteration 19Q: 3 clusters Score -586317.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -586449.250000 Penalty: 2776.809814
	Iteration 20F: 3 clusters Score -586449.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -586558.312500 Penalty: 2776.809814
	Iteration 21Q: 3 clusters Score -586558.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -586604.500000 Penalty: 2776.809814
	Iteration 22Q: 3 clusters Score -586604.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -586629.187500 Penalty: 2776.809814
	Iteration 23Q: 3 clusters Score -586629.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -586650.812500 Penalty: 2776.809814
	Iteration 24Q: 3 clusters Score -586650.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -586669.937500 Penalty: 2776.809814
	Iteration 25Q: 3 clusters Score -586669.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -586692.562500 Penalty: 2776.809814
	Iteration 26Q: 3 clusters Score -586692.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -586710.687500 Penalty: 2776.809814
	Iteration 27Q: 3 clusters Score -586710.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -586725.187500 Penalty: 2776.809814
	Iteration 28Q: 3 clusters Score -586725.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -586734.187500 Penalty: 2776.809814
	Iteration 29Q: 3 clusters Score -586734.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -586743.000000 Penalty: 2776.809814
	Iteration 30Q: 3 clusters Score -586743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -586749.125000 Penalty: 2776.809814
	Iteration 31Q: 3 clusters Score -586749.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -586754.312500 Penalty: 2776.809814
	Iteration 32Q: 3 clusters Score -586754.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -586758.312500 Penalty: 2776.809814
	Iteration 33Q: 3 clusters Score -586758.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -586759.187500 Penalty: 2776.809814
	Iteration 34Q: 3 clusters Score -586759.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -586759.875000 Penalty: 2776.809814
	Iteration 35Q: 3 clusters Score -586759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -586761.000000 Penalty: 2776.809814
	Iteration 36Q: 3 clusters Score -586761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -586761.187500 Penalty: 2776.809814
	Iteration 37Q: 3 clusters Score -586761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -586761.187500 Penalty: 2776.809814
	Iteration 38F: 3 clusters Score -586761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Entering Unmasked Estep 
Score: -1348163.625000 Penalty: 1509.035889
	Iteration 0F: 2 clusters Score -1348164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1340385.875000 Penalty: 3018.071777
	Iteration 0F: 3 clusters Score -1340386 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1343074.750000 Penalty: 3018.071777
	Iteration 1F: 3 clusters Score -1343075 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1343421.375000 Penalty: 3018.071777
	Iteration 2F: 3 clusters Score -1343421 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1343809.250000 Penalty: 3018.071777
	Iteration 3F: 3 clusters Score -1343809 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1344295.000000 Penalty: 3018.071777
	Iteration 4F: 3 clusters Score -1344295 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1344921.000000 Penalty: 3018.071777
	Iteration 5F: 3 clusters Score -1344921 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1345546.250000 Penalty: 3018.071777
	Iteration 6F: 3 clusters Score -1345546 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1346078.000000 Penalty: 3018.071777
	Iteration 7F: 3 clusters Score -1346078 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1346486.000000 Penalty: 3018.071777
	Iteration 8Q: 3 clusters Score -1346486 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1346793.375000 Penalty: 3018.071777
	Iteration 9Q: 3 clusters Score -1346793 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1346971.750000 Penalty: 3018.071777
	Iteration 10Q: 3 clusters Score -1346972 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1347051.750000 Penalty: 3018.071777
	Iteration 11Q: 3 clusters Score -1347052 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1347106.625000 Penalty: 3018.071777
	Iteration 12Q: 3 clusters Score -1347107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1347119.250000 Penalty: 3018.071777
	Iteration 13Q: 3 clusters Score -1347119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1347132.125000 Penalty: 3018.071777
	Iteration 14Q: 3 clusters Score -1347132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1347141.250000 Penalty: 3018.071777
	Iteration 15Q: 3 clusters Score -1347141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1347148.125000 Penalty: 3018.071777
	Iteration 16Q: 3 clusters Score -1347148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1347151.750000 Penalty: 3018.071777
	Iteration 17Q: 3 clusters Score -1347152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1347159.125000 Penalty: 3018.071777
	Iteration 18Q: 3 clusters Score -1347159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1347161.250000 Penalty: 3018.071777
	Iteration 19Q: 3 clusters Score -1347161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1347160.375000 Penalty: 3018.071777
	Iteration 20F: 3 clusters Score -1347160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1347163.625000 Penalty: 3018.071777
	Iteration 21Q: 3 clusters Score -1347164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1347170.125000 Penalty: 3018.071777
	Iteration 22Q: 3 clusters Score -1347170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1347174.625000 Penalty: 3018.071777
	Iteration 23Q: 3 clusters Score -1347175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1347178.625000 Penalty: 3018.071777
	Iteration 24Q: 3 clusters Score -1347179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1347182.000000 Penalty: 3018.071777
	Iteration 25Q: 3 clusters Score -1347182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1347184.750000 Penalty: 3018.071777
	Iteration 26Q: 3 clusters Score -1347185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1347186.875000 Penalty: 3018.071777
	Iteration 27Q: 3 clusters Score -1347187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1347190.000000 Penalty: 3018.071777
	Iteration 28Q: 3 clusters Score -1347190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1347190.875000 Penalty: 3018.071777
	Iteration 29Q: 3 clusters Score -1347191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1347189.250000 Penalty: 3018.071777
	Iteration 30Q: 3 clusters Score -1347189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1347189.250000 Penalty: 3018.071777
	Iteration 31F: 3 clusters Score -1347189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (118032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118032 members 
Entering Unmasked Estep 
Score: -15088220.000000 Penalty: 1897.790527
	Iteration 0F: 2 clusters Score -1.508822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -15010280.000000 Penalty: 3795.581055
	Iteration 0F: 3 clusters Score -1.501028e+07 nChanged 56982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -15043470.000000 Penalty: 3795.581055
	Iteration 1F: 3 clusters Score -1.504347e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 58451 members 
Entering Unmasked Estep 
Score: -15044335.000000 Penalty: 3795.581055
	Iteration 2Q: 3 clusters Score -1.504434e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -15045245.000000 Penalty: 3795.581055
	Iteration 3Q: 3 clusters Score -1.504524e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -15046563.000000 Penalty: 3795.581055
	Iteration 4Q: 3 clusters Score -1.504656e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Mstep: Class 2 contains 54323 members 
Entering Unmasked Estep 
Score: -15048408.000000 Penalty: 3795.581055
	Iteration 5Q: 3 clusters Score -1.504841e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -15050644.000000 Penalty: 3795.581055
	Iteration 6Q: 3 clusters Score -1.505064e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -15053234.000000 Penalty: 3795.581055
	Iteration 7F: 3 clusters Score -1.505323e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -15055838.000000 Penalty: 3795.581055
	Iteration 8F: 3 clusters Score -1.505584e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -15058311.000000 Penalty: 3795.581055
	Iteration 9F: 3 clusters Score -1.505831e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83756 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -15060730.000000 Penalty: 3795.581055
	Iteration 10F: 3 clusters Score -1.506073e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -15063313.000000 Penalty: 3795.581055
	Iteration 11Q: 3 clusters Score -1.506331e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -15066127.000000 Penalty: 3795.581055
	Iteration 12Q: 3 clusters Score -1.506613e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99855 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -15069582.000000 Penalty: 3795.581055
	Iteration 13Q: 3 clusters Score -1.506958e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105218 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -15073745.000000 Penalty: 3795.581055
	Iteration 14Q: 3 clusters Score -1.507374e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -15077921.000000 Penalty: 3795.581055
	Iteration 15Q: 3 clusters Score -1.507792e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113534 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -15082534.000000 Penalty: 3795.581055
	Iteration 16Q: 3 clusters Score -1.508253e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115895 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -15084923.000000 Penalty: 3795.581055
	Iteration 17Q: 3 clusters Score -1.508492e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117033 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -15086000.000000 Penalty: 3795.581055
	Iteration 18Q: 3 clusters Score -1.5086e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117507 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -15086446.000000 Penalty: 3795.581055
	Iteration 19Q: 3 clusters Score -1.508645e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117663 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -15086568.000000 Penalty: 3795.581055
	Iteration 20F: 3 clusters Score -1.508657e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117716 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -15086615.000000 Penalty: 3795.581055
	Iteration 21Q: 3 clusters Score -1.508662e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117738 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -15086631.000000 Penalty: 3795.581055
	Iteration 22Q: 3 clusters Score -1.508663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117748 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -15086646.000000 Penalty: 3795.581055
	Iteration 23Q: 3 clusters Score -1.508665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117755 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -15086652.000000 Penalty: 3795.581055
	Iteration 24Q: 3 clusters Score -1.508665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117755 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -15086651.000000 Penalty: 3795.581055
	Iteration 25Q: 3 clusters Score -1.508665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117756 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15086655.000000 Penalty: 3795.581055
	Iteration 26Q: 3 clusters Score -1.508666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117760 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -15086654.000000 Penalty: 3795.581055
	Iteration 27Q: 3 clusters Score -1.508665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117764 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -15086669.000000 Penalty: 3795.581055
	Iteration 28Q: 3 clusters Score -1.508667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117770 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15086682.000000 Penalty: 3795.581055
	Iteration 29Q: 3 clusters Score -1.508668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117773 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15086678.000000 Penalty: 3795.581055
	Iteration 30Q: 3 clusters Score -1.508668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117775 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -15086686.000000 Penalty: 3795.581055
	Iteration 31Q: 3 clusters Score -1.508669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117777 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -15086694.000000 Penalty: 3795.581055
	Iteration 32Q: 3 clusters Score -1.508669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117776 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15086696.000000 Penalty: 3795.581055
	Iteration 33Q: 3 clusters Score -1.50867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117777 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -15086696.000000 Penalty: 3795.581055
	Iteration 34Q: 3 clusters Score -1.50867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117777 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -15086696.000000 Penalty: 3795.581055
	Iteration 35F: 3 clusters Score -1.50867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Entering Unmasked Estep 
Score: -430008.468750 Penalty: 1314.640503
	Iteration 0F: 2 clusters Score -430008.5 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 1647 members 
Entering Unmasked Estep 
Score: -427134.062500 Penalty: 2629.281006
	Iteration 0F: 3 clusters Score -427134.1 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -427811.531250 Penalty: 2629.281006
	Iteration 1F: 3 clusters Score -427811.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -427976.406250 Penalty: 2629.281006
	Iteration 2F: 3 clusters Score -427976.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -428077.312500 Penalty: 2629.281006
	Iteration 3F: 3 clusters Score -428077.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -428138.656250 Penalty: 2629.281006
	Iteration 4Q: 3 clusters Score -428138.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -428176.843750 Penalty: 2629.281006
	Iteration 5Q: 3 clusters Score -428176.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -428201.687500 Penalty: 2629.281006
	Iteration 6Q: 3 clusters Score -428201.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -428228.437500 Penalty: 2629.281006
	Iteration 7Q: 3 clusters Score -428228.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -428251.250000 Penalty: 2629.281006
	Iteration 8Q: 3 clusters Score -428251.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -428274.093750 Penalty: 2629.281006
	Iteration 9Q: 3 clusters Score -428274.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -428294.656250 Penalty: 2629.281006
	Iteration 10Q: 3 clusters Score -428294.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -428316.125000 Penalty: 2629.281006
	Iteration 11Q: 3 clusters Score -428316.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -428341.500000 Penalty: 2629.281006
	Iteration 12Q: 3 clusters Score -428341.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -428367.812500 Penalty: 2629.281006
	Iteration 13Q: 3 clusters Score -428367.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -428387.656250 Penalty: 2629.281006
	Iteration 14Q: 3 clusters Score -428387.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -428406.156250 Penalty: 2629.281006
	Iteration 15Q: 3 clusters Score -428406.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -428425.843750 Penalty: 2629.281006
	Iteration 16Q: 3 clusters Score -428425.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -428443.468750 Penalty: 2629.281006
	Iteration 17Q: 3 clusters Score -428443.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -428462.281250 Penalty: 2629.281006
	Iteration 18Q: 3 clusters Score -428462.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -428480.812500 Penalty: 2629.281006
	Iteration 19Q: 3 clusters Score -428480.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -428495.718750 Penalty: 2629.281006
	Iteration 20F: 3 clusters Score -428495.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -428513.281250 Penalty: 2629.281006
	Iteration 21Q: 3 clusters Score -428513.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -428530.812500 Penalty: 2629.281006
	Iteration 22Q: 3 clusters Score -428530.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -428548.843750 Penalty: 2629.281006
	Iteration 23Q: 3 clusters Score -428548.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -428573.937500 Penalty: 2629.281006
	Iteration 24Q: 3 clusters Score -428573.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -428605.843750 Penalty: 2629.281006
	Iteration 25Q: 3 clusters Score -428605.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -428638.718750 Penalty: 2629.281006
	Iteration 26Q: 3 clusters Score -428638.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -428671.437500 Penalty: 2629.281006
	Iteration 27Q: 3 clusters Score -428671.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -428706.218750 Penalty: 2629.281006
	Iteration 28Q: 3 clusters Score -428706.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -428726.343750 Penalty: 2629.281006
	Iteration 29Q: 3 clusters Score -428726.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -428740.718750 Penalty: 2629.281006
	Iteration 30Q: 3 clusters Score -428740.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -428747.093750 Penalty: 2629.281006
	Iteration 31Q: 3 clusters Score -428747.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -428755.406250 Penalty: 2629.281006
	Iteration 32Q: 3 clusters Score -428755.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -428761.937500 Penalty: 2629.281006
	Iteration 33Q: 3 clusters Score -428761.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -428768.375000 Penalty: 2629.281006
	Iteration 34Q: 3 clusters Score -428768.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -428769.875000 Penalty: 2629.281006
	Iteration 35Q: 3 clusters Score -428769.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -428773.593750 Penalty: 2629.281006
	Iteration 36Q: 3 clusters Score -428773.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -428782.312500 Penalty: 2629.281006
	Iteration 37Q: 3 clusters Score -428782.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -428795.781250 Penalty: 2629.281006
	Iteration 38Q: 3 clusters Score -428795.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -428803.906250 Penalty: 2629.281006
	Iteration 39Q: 3 clusters Score -428803.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -428809.718750 Penalty: 2629.281006
	Iteration 40F: 3 clusters Score -428809.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -428811.500000 Penalty: 2629.281006
	Iteration 41Q: 3 clusters Score -428811.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -428813.406250 Penalty: 2629.281006
	Iteration 42Q: 3 clusters Score -428813.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -428818.343750 Penalty: 2629.281006
	Iteration 43Q: 3 clusters Score -428818.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -428821.875000 Penalty: 2629.281006
	Iteration 44Q: 3 clusters Score -428821.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -428828.000000 Penalty: 2629.281006
	Iteration 45Q: 3 clusters Score -428828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -428832.125000 Penalty: 2629.281006
	Iteration 46Q: 3 clusters Score -428832.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -428835.843750 Penalty: 2629.281006
	Iteration 47Q: 3 clusters Score -428835.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -428842.218750 Penalty: 2629.281006
	Iteration 48Q: 3 clusters Score -428842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -428845.281250 Penalty: 2629.281006
	Iteration 49Q: 3 clusters Score -428845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -428847.625000 Penalty: 2629.281006
	Iteration 50Q: 3 clusters Score -428847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -428847.906250 Penalty: 2629.281006
	Iteration 51Q: 3 clusters Score -428847.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -428848.562500 Penalty: 2629.281006
	Iteration 52Q: 3 clusters Score -428848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -428850.093750 Penalty: 2629.281006
	Iteration 53Q: 3 clusters Score -428850.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -428850.093750 Penalty: 2629.281006
	Iteration 54F: 3 clusters Score -428850.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -25801.441406 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -25801.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25097.029297 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -25097.03 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25418.779297 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -25418.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25529.849609 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -25529.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25636.662109 Penalty: 1842.711304
	Iteration 3F: 3 clusters Score -25636.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25729.912109 Penalty: 1842.711304
	Iteration 4Q: 3 clusters Score -25729.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25837.701172 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -25837.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25877.099609 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -25877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25980.029297 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -25980.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26009.250000 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -26009.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26009.826172 Penalty: 1842.711304
	Iteration 9Q: 3 clusters Score -26009.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26012.673828 Penalty: 1842.711304
	Iteration 10F: 3 clusters Score -26012.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26038.751953 Penalty: 1842.711304
	Iteration 11Q: 3 clusters Score -26038.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26044.572266 Penalty: 1842.711304
	Iteration 12Q: 3 clusters Score -26044.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26046.703125 Penalty: 1842.711304
	Iteration 13Q: 3 clusters Score -26046.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26046.703125 Penalty: 1842.711304
	Iteration 14F: 3 clusters Score -26046.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83334 members 
Mstep: Class 3 contains 26307 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10258 members 
Mstep: Class 6 contains 116686 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118032 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 162 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40322 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27901 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60111 members 
Mstep: Class 26 contains 41628 members 
Mstep: Class 27 contains 10415 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23404 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30996 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137620 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 128 members 
Entering Unmasked Estep 
Score: -108958584.000000 Penalty: 80105.234375
Splitting cluster 11 changes total score from -108959680.000000 to -108958584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (13869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Entering Unmasked Estep 
Score: -1734855.625000 Penalty: 1549.829346
	Iteration 0F: 2 clusters Score -1734856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1725207.250000 Penalty: 3099.658691
	Iteration 0F: 3 clusters Score -1725207 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1728783.875000 Penalty: 3099.658691
	Iteration 1F: 3 clusters Score -1728784 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1729266.875000 Penalty: 3099.658691
	Iteration 2F: 3 clusters Score -1729267 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1729704.875000 Penalty: 3099.658691
	Iteration 3F: 3 clusters Score -1729705 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1730131.625000 Penalty: 3099.658691
	Iteration 4F: 3 clusters Score -1730132 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1730537.625000 Penalty: 3099.658691
	Iteration 5F: 3 clusters Score -1730538 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1730904.500000 Penalty: 3099.658691
	Iteration 6Q: 3 clusters Score -1730904 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1731285.250000 Penalty: 3099.658691
	Iteration 7Q: 3 clusters Score -1731285 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1731621.250000 Penalty: 3099.658691
	Iteration 8Q: 3 clusters Score -1731621 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1731857.125000 Penalty: 3099.658691
	Iteration 9Q: 3 clusters Score -1731857 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1732011.000000 Penalty: 3099.658691
	Iteration 10Q: 3 clusters Score -1732011 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1732094.000000 Penalty: 3099.658691
	Iteration 11Q: 3 clusters Score -1732094 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1732151.500000 Penalty: 3099.658691
	Iteration 12Q: 3 clusters Score -1732152 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1732203.375000 Penalty: 3099.658691
	Iteration 13Q: 3 clusters Score -1732203 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1732241.875000 Penalty: 3099.658691
	Iteration 14Q: 3 clusters Score -1732242 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1732276.625000 Penalty: 3099.658691
	Iteration 15Q: 3 clusters Score -1732277 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1732317.875000 Penalty: 3099.658691
	Iteration 16Q: 3 clusters Score -1732318 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1732363.500000 Penalty: 3099.658691
	Iteration 17Q: 3 clusters Score -1732364 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1732421.125000 Penalty: 3099.658691
	Iteration 18Q: 3 clusters Score -1732421 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1732479.000000 Penalty: 3099.658691
	Iteration 19Q: 3 clusters Score -1732479 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1732536.500000 Penalty: 3099.658691
	Iteration 20F: 3 clusters Score -1732536 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1732614.500000 Penalty: 3099.658691
	Iteration 21Q: 3 clusters Score -1732614 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1732708.500000 Penalty: 3099.658691
	Iteration 22Q: 3 clusters Score -1732708 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1732820.625000 Penalty: 3099.658691
	Iteration 23Q: 3 clusters Score -1732821 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1732929.500000 Penalty: 3099.658691
	Iteration 24Q: 3 clusters Score -1732930 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1733016.250000 Penalty: 3099.658691
	Iteration 25Q: 3 clusters Score -1733016 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1733067.125000 Penalty: 3099.658691
	Iteration 26Q: 3 clusters Score -1733067 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1733115.250000 Penalty: 3099.658691
	Iteration 27Q: 3 clusters Score -1733115 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1733154.500000 Penalty: 3099.658691
	Iteration 28Q: 3 clusters Score -1733154 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1733185.250000 Penalty: 3099.658691
	Iteration 29Q: 3 clusters Score -1733185 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1733233.125000 Penalty: 3099.658691
	Iteration 30Q: 3 clusters Score -1733233 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1733262.875000 Penalty: 3099.658691
	Iteration 31Q: 3 clusters Score -1733263 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1733290.375000 Penalty: 3099.658691
	Iteration 32Q: 3 clusters Score -1733290 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1733313.125000 Penalty: 3099.658691
	Iteration 33Q: 3 clusters Score -1733313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1733325.500000 Penalty: 3099.658691
	Iteration 34Q: 3 clusters Score -1733326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1733342.625000 Penalty: 3099.658691
	Iteration 35Q: 3 clusters Score -1733343 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1733352.875000 Penalty: 3099.658691
	Iteration 36Q: 3 clusters Score -1733353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1733360.000000 Penalty: 3099.658691
	Iteration 37Q: 3 clusters Score -1733360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1733366.125000 Penalty: 3099.658691
	Iteration 38Q: 3 clusters Score -1733366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1733374.000000 Penalty: 3099.658691
	Iteration 39Q: 3 clusters Score -1733374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1733378.625000 Penalty: 3099.658691
	Iteration 40F: 3 clusters Score -1733379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1733385.625000 Penalty: 3099.658691
	Iteration 41Q: 3 clusters Score -1733386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1733388.250000 Penalty: 3099.658691
	Iteration 42Q: 3 clusters Score -1733388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1733391.000000 Penalty: 3099.658691
	Iteration 43Q: 3 clusters Score -1733391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1733395.625000 Penalty: 3099.658691
	Iteration 44Q: 3 clusters Score -1733396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1733398.750000 Penalty: 3099.658691
	Iteration 45Q: 3 clusters Score -1733399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1733400.875000 Penalty: 3099.658691
	Iteration 46Q: 3 clusters Score -1733401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1733409.125000 Penalty: 3099.658691
	Iteration 47Q: 3 clusters Score -1733409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1733415.000000 Penalty: 3099.658691
	Iteration 48Q: 3 clusters Score -1733415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1733423.250000 Penalty: 3099.658691
	Iteration 49Q: 3 clusters Score -1733423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1733431.750000 Penalty: 3099.658691
	Iteration 50Q: 3 clusters Score -1733432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1733440.750000 Penalty: 3099.658691
	Iteration 51Q: 3 clusters Score -1733441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1733448.625000 Penalty: 3099.658691
	Iteration 52Q: 3 clusters Score -1733449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1733455.250000 Penalty: 3099.658691
	Iteration 53Q: 3 clusters Score -1733455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1733462.625000 Penalty: 3099.658691
	Iteration 54Q: 3 clusters Score -1733463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1733469.375000 Penalty: 3099.658691
	Iteration 55Q: 3 clusters Score -1733469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1733469.375000 Penalty: 3099.658691
	Iteration 56Q: 3 clusters Score -1733469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1733471.000000 Penalty: 3099.658691
	Iteration 57Q: 3 clusters Score -1733471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1733475.250000 Penalty: 3099.658691
	Iteration 58Q: 3 clusters Score -1733475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1733474.625000 Penalty: 3099.658691
	Iteration 59Q: 3 clusters Score -1733475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1733475.250000 Penalty: 3099.658691
	Iteration 60F: 3 clusters Score -1733475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1733473.875000 Penalty: 3099.658691
	Iteration 61Q: 3 clusters Score -1733474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1733475.250000 Penalty: 3099.658691
	Iteration 62Q: 3 clusters Score -1733475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1733477.125000 Penalty: 3099.658691
	Iteration 63Q: 3 clusters Score -1733477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1733479.000000 Penalty: 3099.658691
	Iteration 64Q: 3 clusters Score -1733479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1733482.875000 Penalty: 3099.658691
	Iteration 65Q: 3 clusters Score -1733483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1733487.625000 Penalty: 3099.658691
	Iteration 66Q: 3 clusters Score -1733488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1733490.375000 Penalty: 3099.658691
	Iteration 67Q: 3 clusters Score -1733490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1733493.500000 Penalty: 3099.658691
	Iteration 68Q: 3 clusters Score -1733494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1733495.500000 Penalty: 3099.658691
	Iteration 69Q: 3 clusters Score -1733496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1733499.375000 Penalty: 3099.658691
	Iteration 70Q: 3 clusters Score -1733499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1733500.500000 Penalty: 3099.658691
	Iteration 71Q: 3 clusters Score -1733500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1733501.000000 Penalty: 3099.658691
	Iteration 72Q: 3 clusters Score -1733501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1733501.000000 Penalty: 3099.658691
	Iteration 73F: 3 clusters Score -1733501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Entering Unmasked Estep 
Score: -4784909.500000 Penalty: 1723.255981
	Iteration 0F: 2 clusters Score -4784910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -4757870.500000 Penalty: 3446.511963
	Iteration 0F: 3 clusters Score -4757870 nChanged 18876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -4768638.000000 Penalty: 3446.511963
	Iteration 1F: 3 clusters Score -4768638 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -4769365.000000 Penalty: 3446.511963
	Iteration 2Q: 3 clusters Score -4769365 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -4770121.500000 Penalty: 3446.511963
	Iteration 3Q: 3 clusters Score -4770122 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -4770890.500000 Penalty: 3446.511963
	Iteration 4Q: 3 clusters Score -4770890 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -4771743.000000 Penalty: 3446.511963
	Iteration 5Q: 3 clusters Score -4771743 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -4772920.500000 Penalty: 3446.511963
	Iteration 6F: 3 clusters Score -4772920 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -4774270.000000 Penalty: 3446.511963
	Iteration 7F: 3 clusters Score -4774270 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -4775711.500000 Penalty: 3446.511963
	Iteration 8F: 3 clusters Score -4775712 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -4777077.000000 Penalty: 3446.511963
	Iteration 9F: 3 clusters Score -4777077 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -4778184.500000 Penalty: 3446.511963
	Iteration 10Q: 3 clusters Score -4778184 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -4778971.500000 Penalty: 3446.511963
	Iteration 11Q: 3 clusters Score -4778972 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -4779589.500000 Penalty: 3446.511963
	Iteration 12Q: 3 clusters Score -4779590 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -4780071.500000 Penalty: 3446.511963
	Iteration 13Q: 3 clusters Score -4780072 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -4780492.500000 Penalty: 3446.511963
	Iteration 14Q: 3 clusters Score -4780492 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -4780894.000000 Penalty: 3446.511963
	Iteration 15Q: 3 clusters Score -4780894 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -4781293.500000 Penalty: 3446.511963
	Iteration 16Q: 3 clusters Score -4781294 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -4781656.500000 Penalty: 3446.511963
	Iteration 17Q: 3 clusters Score -4781656 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -4781961.000000 Penalty: 3446.511963
	Iteration 18Q: 3 clusters Score -4781961 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -4782212.500000 Penalty: 3446.511963
	Iteration 19Q: 3 clusters Score -4782212 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4782491.500000 Penalty: 3446.511963
	Iteration 20F: 3 clusters Score -4782492 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4782789.000000 Penalty: 3446.511963
	Iteration 21Q: 3 clusters Score -4782789 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4782972.500000 Penalty: 3446.511963
	Iteration 22Q: 3 clusters Score -4782972 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4783118.500000 Penalty: 3446.511963
	Iteration 23Q: 3 clusters Score -4783118 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4783226.000000 Penalty: 3446.511963
	Iteration 24Q: 3 clusters Score -4783226 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4783311.000000 Penalty: 3446.511963
	Iteration 25Q: 3 clusters Score -4783311 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4783360.000000 Penalty: 3446.511963
	Iteration 26Q: 3 clusters Score -4783360 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4783395.000000 Penalty: 3446.511963
	Iteration 27Q: 3 clusters Score -4783395 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4783431.500000 Penalty: 3446.511963
	Iteration 28Q: 3 clusters Score -4783432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4783453.500000 Penalty: 3446.511963
	Iteration 29Q: 3 clusters Score -4783454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4783478.500000 Penalty: 3446.511963
	Iteration 30Q: 3 clusters Score -4783478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4783483.000000 Penalty: 3446.511963
	Iteration 31Q: 3 clusters Score -4783483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4783481.500000 Penalty: 3446.511963
	Iteration 32Q: 3 clusters Score -4783482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4783487.000000 Penalty: 3446.511963
	Iteration 33Q: 3 clusters Score -4783487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4783485.000000 Penalty: 3446.511963
	Iteration 34Q: 3 clusters Score -4783485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4783494.500000 Penalty: 3446.511963
	Iteration 35Q: 3 clusters Score -4783494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4783505.000000 Penalty: 3446.511963
	Iteration 36Q: 3 clusters Score -4783505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4783505.000000 Penalty: 3446.511963
	Iteration 37Q: 3 clusters Score -4783505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4783511.500000 Penalty: 3446.511963
	Iteration 38Q: 3 clusters Score -4783512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4783514.500000 Penalty: 3446.511963
	Iteration 39Q: 3 clusters Score -4783514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4783515.500000 Penalty: 3446.511963
	Iteration 40F: 3 clusters Score -4783516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4783510.500000 Penalty: 3446.511963
	Iteration 41Q: 3 clusters Score -4783510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4783510.500000 Penalty: 3446.511963
	Iteration 42F: 3 clusters Score -4783510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Entering Unmasked Estep 
Score: -937084.312500 Penalty: 1448.320679
	Iteration 0F: 2 clusters Score -937084.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -931632.750000 Penalty: 2896.641357
	Iteration 0F: 3 clusters Score -931632.8 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -933347.375000 Penalty: 2896.641357
	Iteration 1F: 3 clusters Score -933347.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -933596.500000 Penalty: 2896.641357
	Iteration 2F: 3 clusters Score -933596.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -933834.812500 Penalty: 2896.641357
	Iteration 3F: 3 clusters Score -933834.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -934136.250000 Penalty: 2896.641357
	Iteration 4Q: 3 clusters Score -934136.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -934553.875000 Penalty: 2896.641357
	Iteration 5F: 3 clusters Score -934553.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -934978.750000 Penalty: 2896.641357
	Iteration 6F: 3 clusters Score -934978.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -935339.125000 Penalty: 2896.641357
	Iteration 7F: 3 clusters Score -935339.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -935570.812500 Penalty: 2896.641357
	Iteration 8F: 3 clusters Score -935570.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -935685.687500 Penalty: 2896.641357
	Iteration 9Q: 3 clusters Score -935685.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -935743.562500 Penalty: 2896.641357
	Iteration 10Q: 3 clusters Score -935743.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -935780.375000 Penalty: 2896.641357
	Iteration 11Q: 3 clusters Score -935780.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -935800.437500 Penalty: 2896.641357
	Iteration 12Q: 3 clusters Score -935800.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -935815.937500 Penalty: 2896.641357
	Iteration 13Q: 3 clusters Score -935815.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -935828.875000 Penalty: 2896.641357
	Iteration 14Q: 3 clusters Score -935828.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -935839.625000 Penalty: 2896.641357
	Iteration 15Q: 3 clusters Score -935839.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -935846.500000 Penalty: 2896.641357
	Iteration 16Q: 3 clusters Score -935846.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -935851.500000 Penalty: 2896.641357
	Iteration 17Q: 3 clusters Score -935851.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -935859.000000 Penalty: 2896.641357
	Iteration 18Q: 3 clusters Score -935859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -935864.187500 Penalty: 2896.641357
	Iteration 19Q: 3 clusters Score -935864.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -935870.812500 Penalty: 2896.641357
	Iteration 20F: 3 clusters Score -935870.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -935871.250000 Penalty: 2896.641357
	Iteration 21Q: 3 clusters Score -935871.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -935875.937500 Penalty: 2896.641357
	Iteration 22Q: 3 clusters Score -935875.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -935882.937500 Penalty: 2896.641357
	Iteration 23Q: 3 clusters Score -935882.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -935881.250000 Penalty: 2896.641357
	Iteration 24Q: 3 clusters Score -935881.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -935883.562500 Penalty: 2896.641357
	Iteration 25Q: 3 clusters Score -935883.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -935887.687500 Penalty: 2896.641357
	Iteration 26Q: 3 clusters Score -935887.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -935889.437500 Penalty: 2896.641357
	Iteration 27Q: 3 clusters Score -935889.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -935894.437500 Penalty: 2896.641357
	Iteration 28Q: 3 clusters Score -935894.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -935895.500000 Penalty: 2896.641357
	Iteration 29Q: 3 clusters Score -935895.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -935900.687500 Penalty: 2896.641357
	Iteration 30Q: 3 clusters Score -935900.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -935904.250000 Penalty: 2896.641357
	Iteration 31Q: 3 clusters Score -935904.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -935908.437500 Penalty: 2896.641357
	Iteration 32Q: 3 clusters Score -935908.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -935908.625000 Penalty: 2896.641357
	Iteration 33Q: 3 clusters Score -935908.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -935911.375000 Penalty: 2896.641357
	Iteration 34Q: 3 clusters Score -935911.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -935918.000000 Penalty: 2896.641357
	Iteration 35Q: 3 clusters Score -935918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -935921.562500 Penalty: 2896.641357
	Iteration 36Q: 3 clusters Score -935921.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -935928.500000 Penalty: 2896.641357
	Iteration 37Q: 3 clusters Score -935928.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -935933.875000 Penalty: 2896.641357
	Iteration 38Q: 3 clusters Score -935933.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -935937.187500 Penalty: 2896.641357
	Iteration 39Q: 3 clusters Score -935937.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -935944.562500 Penalty: 2896.641357
	Iteration 40F: 3 clusters Score -935944.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -935954.312500 Penalty: 2896.641357
	Iteration 41Q: 3 clusters Score -935954.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -935963.375000 Penalty: 2896.641357
	Iteration 42Q: 3 clusters Score -935963.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -935972.125000 Penalty: 2896.641357
	Iteration 43Q: 3 clusters Score -935972.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -935979.437500 Penalty: 2896.641357
	Iteration 44Q: 3 clusters Score -935979.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -935990.750000 Penalty: 2896.641357
	Iteration 45Q: 3 clusters Score -935990.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -936004.500000 Penalty: 2896.641357
	Iteration 46Q: 3 clusters Score -936004.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -936020.437500 Penalty: 2896.641357
	Iteration 47Q: 3 clusters Score -936020.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -936041.625000 Penalty: 2896.641357
	Iteration 48Q: 3 clusters Score -936041.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -936061.000000 Penalty: 2896.641357
	Iteration 49Q: 3 clusters Score -936061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -936080.250000 Penalty: 2896.641357
	Iteration 50Q: 3 clusters Score -936080.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -936101.187500 Penalty: 2896.641357
	Iteration 51Q: 3 clusters Score -936101.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -936114.750000 Penalty: 2896.641357
	Iteration 52Q: 3 clusters Score -936114.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -936130.250000 Penalty: 2896.641357
	Iteration 53Q: 3 clusters Score -936130.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -936148.437500 Penalty: 2896.641357
	Iteration 54Q: 3 clusters Score -936148.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -936170.312500 Penalty: 2896.641357
	Iteration 55Q: 3 clusters Score -936170.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -936196.000000 Penalty: 2896.641357
	Iteration 56Q: 3 clusters Score -936196 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -936214.750000 Penalty: 2896.641357
	Iteration 57Q: 3 clusters Score -936214.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -936239.125000 Penalty: 2896.641357
	Iteration 58Q: 3 clusters Score -936239.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -936261.000000 Penalty: 2896.641357
	Iteration 59Q: 3 clusters Score -936261 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -936276.250000 Penalty: 2896.641357
	Iteration 60F: 3 clusters Score -936276.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -936293.250000 Penalty: 2896.641357
	Iteration 61Q: 3 clusters Score -936293.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -936310.187500 Penalty: 2896.641357
	Iteration 62Q: 3 clusters Score -936310.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -936329.937500 Penalty: 2896.641357
	Iteration 63Q: 3 clusters Score -936329.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -936346.937500 Penalty: 2896.641357
	Iteration 64Q: 3 clusters Score -936346.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -936367.687500 Penalty: 2896.641357
	Iteration 65Q: 3 clusters Score -936367.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -936385.750000 Penalty: 2896.641357
	Iteration 66Q: 3 clusters Score -936385.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -936405.687500 Penalty: 2896.641357
	Iteration 67Q: 3 clusters Score -936405.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -936421.750000 Penalty: 2896.641357
	Iteration 68Q: 3 clusters Score -936421.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -936435.562500 Penalty: 2896.641357
	Iteration 69Q: 3 clusters Score -936435.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -936452.562500 Penalty: 2896.641357
	Iteration 70Q: 3 clusters Score -936452.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -936466.500000 Penalty: 2896.641357
	Iteration 71Q: 3 clusters Score -936466.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -936480.312500 Penalty: 2896.641357
	Iteration 72Q: 3 clusters Score -936480.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -936491.187500 Penalty: 2896.641357
	Iteration 73Q: 3 clusters Score -936491.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -936503.375000 Penalty: 2896.641357
	Iteration 74Q: 3 clusters Score -936503.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -936512.062500 Penalty: 2896.641357
	Iteration 75Q: 3 clusters Score -936512.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -936525.250000 Penalty: 2896.641357
	Iteration 76Q: 3 clusters Score -936525.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -936531.937500 Penalty: 2896.641357
	Iteration 77Q: 3 clusters Score -936531.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -936542.187500 Penalty: 2896.641357
	Iteration 78Q: 3 clusters Score -936542.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -936551.750000 Penalty: 2896.641357
	Iteration 79Q: 3 clusters Score -936551.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -936562.437500 Penalty: 2896.641357
	Iteration 80F: 3 clusters Score -936562.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -936573.250000 Penalty: 2896.641357
	Iteration 81Q: 3 clusters Score -936573.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -936585.875000 Penalty: 2896.641357
	Iteration 82Q: 3 clusters Score -936585.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -936594.625000 Penalty: 2896.641357
	Iteration 83Q: 3 clusters Score -936594.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -936605.687500 Penalty: 2896.641357
	Iteration 84Q: 3 clusters Score -936605.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -936615.625000 Penalty: 2896.641357
	Iteration 85Q: 3 clusters Score -936615.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -936625.562500 Penalty: 2896.641357
	Iteration 86Q: 3 clusters Score -936625.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -936637.000000 Penalty: 2896.641357
	Iteration 87Q: 3 clusters Score -936637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -936644.875000 Penalty: 2896.641357
	Iteration 88Q: 3 clusters Score -936644.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -936650.875000 Penalty: 2896.641357
	Iteration 89Q: 3 clusters Score -936650.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -936652.187500 Penalty: 2896.641357
	Iteration 90Q: 3 clusters Score -936652.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -936656.937500 Penalty: 2896.641357
	Iteration 91Q: 3 clusters Score -936656.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -936659.312500 Penalty: 2896.641357
	Iteration 92Q: 3 clusters Score -936659.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -936665.062500 Penalty: 2896.641357
	Iteration 93Q: 3 clusters Score -936665.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -936666.375000 Penalty: 2896.641357
	Iteration 94Q: 3 clusters Score -936666.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -936669.062500 Penalty: 2896.641357
	Iteration 95Q: 3 clusters Score -936669.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -936673.062500 Penalty: 2896.641357
	Iteration 96Q: 3 clusters Score -936673.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -936673.375000 Penalty: 2896.641357
	Iteration 97Q: 3 clusters Score -936673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -936677.125000 Penalty: 2896.641357
	Iteration 98Q: 3 clusters Score -936677.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -936677.750000 Penalty: 2896.641357
	Iteration 99Q: 3 clusters Score -936677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -936678.125000 Penalty: 2896.641357
	Iteration 100F: 3 clusters Score -936678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -936677.937500 Penalty: 2896.641357
	Iteration 101Q: 3 clusters Score -936677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -936678.125000 Penalty: 2896.641357
	Iteration 102Q: 3 clusters Score -936678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -936678.125000 Penalty: 2896.641357
	Iteration 103Q: 3 clusters Score -936678.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -936678.125000 Penalty: 2896.641357
	Iteration 104F: 3 clusters Score -936678.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Entering Unmasked Estep 
Score: -687592.250000 Penalty: 1397.719482
	Iteration 0F: 2 clusters Score -687592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -683318.812500 Penalty: 2795.438965
	Iteration 0F: 3 clusters Score -683318.8 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -684567.562500 Penalty: 2795.438965
	Iteration 1F: 3 clusters Score -684567.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -684907.625000 Penalty: 2795.438965
	Iteration 2F: 3 clusters Score -684907.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -685265.625000 Penalty: 2795.438965
	Iteration 3F: 3 clusters Score -685265.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -685602.125000 Penalty: 2795.438965
	Iteration 4F: 3 clusters Score -685602.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -685913.812500 Penalty: 2795.438965
	Iteration 5F: 3 clusters Score -685913.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -686158.750000 Penalty: 2795.438965
	Iteration 6F: 3 clusters Score -686158.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -686336.625000 Penalty: 2795.438965
	Iteration 7Q: 3 clusters Score -686336.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -686452.500000 Penalty: 2795.438965
	Iteration 8Q: 3 clusters Score -686452.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -686531.812500 Penalty: 2795.438965
	Iteration 9Q: 3 clusters Score -686531.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -686582.875000 Penalty: 2795.438965
	Iteration 10Q: 3 clusters Score -686582.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -686610.937500 Penalty: 2795.438965
	Iteration 11Q: 3 clusters Score -686610.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -686631.750000 Penalty: 2795.438965
	Iteration 12Q: 3 clusters Score -686631.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -686644.375000 Penalty: 2795.438965
	Iteration 13Q: 3 clusters Score -686644.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -686651.437500 Penalty: 2795.438965
	Iteration 14Q: 3 clusters Score -686651.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -686659.250000 Penalty: 2795.438965
	Iteration 15Q: 3 clusters Score -686659.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -686665.375000 Penalty: 2795.438965
	Iteration 16Q: 3 clusters Score -686665.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -686668.312500 Penalty: 2795.438965
	Iteration 17Q: 3 clusters Score -686668.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -686672.250000 Penalty: 2795.438965
	Iteration 18Q: 3 clusters Score -686672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -686672.937500 Penalty: 2795.438965
	Iteration 19Q: 3 clusters Score -686672.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -686675.000000 Penalty: 2795.438965
	Iteration 20F: 3 clusters Score -686675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -686675.437500 Penalty: 2795.438965
	Iteration 21Q: 3 clusters Score -686675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -686676.812500 Penalty: 2795.438965
	Iteration 22Q: 3 clusters Score -686676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -686676.812500 Penalty: 2795.438965
	Iteration 23F: 3 clusters Score -686676.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Entering Unmasked Estep 
Score: -3531389.500000 Penalty: 1663.417847
	Iteration 0F: 2 clusters Score -3531390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3512580.500000 Penalty: 3326.835693
	Iteration 0F: 3 clusters Score -3512580 nChanged 12760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3519807.500000 Penalty: 3326.835693
	Iteration 1F: 3 clusters Score -3519808 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3520396.250000 Penalty: 3326.835693
	Iteration 2F: 3 clusters Score -3520396 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -3521114.250000 Penalty: 3326.835693
	Iteration 3F: 3 clusters Score -3521114 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -3522147.500000 Penalty: 3326.835693
	Iteration 4F: 3 clusters Score -3522148 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3523572.750000 Penalty: 3326.835693
	Iteration 5F: 3 clusters Score -3523573 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3525375.000000 Penalty: 3326.835693
	Iteration 6F: 3 clusters Score -3525375 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3527089.750000 Penalty: 3326.835693
	Iteration 7F: 3 clusters Score -3527090 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3528396.500000 Penalty: 3326.835693
	Iteration 8F: 3 clusters Score -3528396 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3529211.000000 Penalty: 3326.835693
	Iteration 9Q: 3 clusters Score -3529211 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3529613.500000 Penalty: 3326.835693
	Iteration 10Q: 3 clusters Score -3529614 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3529869.250000 Penalty: 3326.835693
	Iteration 11Q: 3 clusters Score -3529869 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -3530037.750000 Penalty: 3326.835693
	Iteration 12Q: 3 clusters Score -3530038 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3530156.250000 Penalty: 3326.835693
	Iteration 13Q: 3 clusters Score -3530156 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -3530231.000000 Penalty: 3326.835693
	Iteration 14Q: 3 clusters Score -3530231 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3530292.000000 Penalty: 3326.835693
	Iteration 15Q: 3 clusters Score -3530292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3530320.250000 Penalty: 3326.835693
	Iteration 16Q: 3 clusters Score -3530320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3530338.750000 Penalty: 3326.835693
	Iteration 17Q: 3 clusters Score -3530339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -3530369.500000 Penalty: 3326.835693
	Iteration 18Q: 3 clusters Score -3530370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3530386.500000 Penalty: 3326.835693
	Iteration 19Q: 3 clusters Score -3530386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3530395.750000 Penalty: 3326.835693
	Iteration 20F: 3 clusters Score -3530396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3530410.000000 Penalty: 3326.835693
	Iteration 21Q: 3 clusters Score -3530410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3530408.750000 Penalty: 3326.835693
	Iteration 22Q: 3 clusters Score -3530409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3530421.500000 Penalty: 3326.835693
	Iteration 23Q: 3 clusters Score -3530422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -3530428.000000 Penalty: 3326.835693
	Iteration 24Q: 3 clusters Score -3530428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3530438.250000 Penalty: 3326.835693
	Iteration 25Q: 3 clusters Score -3530438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3530441.250000 Penalty: 3326.835693
	Iteration 26Q: 3 clusters Score -3530441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3530438.250000 Penalty: 3326.835693
	Iteration 27Q: 3 clusters Score -3530438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3530443.000000 Penalty: 3326.835693
	Iteration 28Q: 3 clusters Score -3530443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3530445.750000 Penalty: 3326.835693
	Iteration 29Q: 3 clusters Score -3530446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -3530444.500000 Penalty: 3326.835693
	Iteration 30Q: 3 clusters Score -3530444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3530446.250000 Penalty: 3326.835693
	Iteration 31Q: 3 clusters Score -3530446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3530448.500000 Penalty: 3326.835693
	Iteration 32Q: 3 clusters Score -3530448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -3530446.250000 Penalty: 3326.835693
	Iteration 33Q: 3 clusters Score -3530446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -3530447.750000 Penalty: 3326.835693
	Iteration 34Q: 3 clusters Score -3530448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3530447.250000 Penalty: 3326.835693
	Iteration 35Q: 3 clusters Score -3530447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -3530449.250000 Penalty: 3326.835693
	Iteration 36Q: 3 clusters Score -3530449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -3530448.750000 Penalty: 3326.835693
	Iteration 37Q: 3 clusters Score -3530449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -3530448.750000 Penalty: 3326.835693
	Iteration 38F: 3 clusters Score -3530449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Entering Unmasked Estep 
Score: -3981407.500000 Penalty: 1680.512207
	Iteration 0F: 2 clusters Score -3981408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3960524.250000 Penalty: 3361.024414
	Iteration 0F: 3 clusters Score -3960524 nChanged 14246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3968463.750000 Penalty: 3361.024414
	Iteration 1F: 3 clusters Score -3968464 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3968965.250000 Penalty: 3361.024414
	Iteration 2Q: 3 clusters Score -3968965 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3969497.250000 Penalty: 3361.024414
	Iteration 3Q: 3 clusters Score -3969497 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -3970166.000000 Penalty: 3361.024414
	Iteration 4Q: 3 clusters Score -3970166 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3971011.500000 Penalty: 3361.024414
	Iteration 5F: 3 clusters Score -3971012 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3972060.250000 Penalty: 3361.024414
	Iteration 6F: 3 clusters Score -3972060 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -3973261.000000 Penalty: 3361.024414
	Iteration 7F: 3 clusters Score -3973261 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -3974552.000000 Penalty: 3361.024414
	Iteration 8F: 3 clusters Score -3974552 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3975699.500000 Penalty: 3361.024414
	Iteration 9F: 3 clusters Score -3975700 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3976719.750000 Penalty: 3361.024414
	Iteration 10Q: 3 clusters Score -3976720 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3977650.500000 Penalty: 3361.024414
	Iteration 11Q: 3 clusters Score -3977650 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3978342.500000 Penalty: 3361.024414
	Iteration 12Q: 3 clusters Score -3978342 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3978873.250000 Penalty: 3361.024414
	Iteration 13Q: 3 clusters Score -3978873 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -3979228.500000 Penalty: 3361.024414
	Iteration 14Q: 3 clusters Score -3979228 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -3979452.250000 Penalty: 3361.024414
	Iteration 15Q: 3 clusters Score -3979452 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3979625.500000 Penalty: 3361.024414
	Iteration 16Q: 3 clusters Score -3979626 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3979728.500000 Penalty: 3361.024414
	Iteration 17Q: 3 clusters Score -3979728 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -3979812.250000 Penalty: 3361.024414
	Iteration 18Q: 3 clusters Score -3979812 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -3979868.250000 Penalty: 3361.024414
	Iteration 19Q: 3 clusters Score -3979868 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -3979908.250000 Penalty: 3361.024414
	Iteration 20F: 3 clusters Score -3979908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -3979928.500000 Penalty: 3361.024414
	Iteration 21Q: 3 clusters Score -3979928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -3979938.000000 Penalty: 3361.024414
	Iteration 22Q: 3 clusters Score -3979938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -3979950.250000 Penalty: 3361.024414
	Iteration 23Q: 3 clusters Score -3979950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -3979974.750000 Penalty: 3361.024414
	Iteration 24Q: 3 clusters Score -3979975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -3979978.500000 Penalty: 3361.024414
	Iteration 25Q: 3 clusters Score -3979978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3979985.250000 Penalty: 3361.024414
	Iteration 26Q: 3 clusters Score -3979985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3979994.000000 Penalty: 3361.024414
	Iteration 27Q: 3 clusters Score -3979994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -3980001.000000 Penalty: 3361.024414
	Iteration 28Q: 3 clusters Score -3980001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -3979998.250000 Penalty: 3361.024414
	Iteration 29Q: 3 clusters Score -3979998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -3980001.500000 Penalty: 3361.024414
	Iteration 30Q: 3 clusters Score -3980002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -3980003.250000 Penalty: 3361.024414
	Iteration 31Q: 3 clusters Score -3980003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -3980004.250000 Penalty: 3361.024414
	Iteration 32Q: 3 clusters Score -3980004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -3980008.500000 Penalty: 3361.024414
	Iteration 33Q: 3 clusters Score -3980008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -3980007.750000 Penalty: 3361.024414
	Iteration 34Q: 3 clusters Score -3980008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -3980011.000000 Penalty: 3361.024414
	Iteration 35Q: 3 clusters Score -3980011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -3980011.250000 Penalty: 3361.024414
	Iteration 36Q: 3 clusters Score -3980011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -3980012.000000 Penalty: 3361.024414
	Iteration 37Q: 3 clusters Score -3980012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -3980019.000000 Penalty: 3361.024414
	Iteration 38Q: 3 clusters Score -3980019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -3980018.500000 Penalty: 3361.024414
	Iteration 39Q: 3 clusters Score -3980018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -3980019.750000 Penalty: 3361.024414
	Iteration 40F: 3 clusters Score -3980020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -3980028.750000 Penalty: 3361.024414
	Iteration 41Q: 3 clusters Score -3980029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -3980027.250000 Penalty: 3361.024414
	Iteration 42Q: 3 clusters Score -3980027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -3980028.000000 Penalty: 3361.024414
	Iteration 43Q: 3 clusters Score -3980028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -3980026.250000 Penalty: 3361.024414
	Iteration 44Q: 3 clusters Score -3980026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -3980026.250000 Penalty: 3361.024414
	Iteration 45F: 3 clusters Score -3980026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -405646.843750 Penalty: 1338.590332
	Iteration 0F: 2 clusters Score -405646.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -402485.625000 Penalty: 2677.180664
	Iteration 0F: 3 clusters Score -402485.6 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -403375.750000 Penalty: 2677.180664
	Iteration 1F: 3 clusters Score -403375.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -403702.812500 Penalty: 2677.180664
	Iteration 2F: 3 clusters Score -403702.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -404048.343750 Penalty: 2677.180664
	Iteration 3F: 3 clusters Score -404048.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -404352.812500 Penalty: 2677.180664
	Iteration 4F: 3 clusters Score -404352.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -404523.781250 Penalty: 2677.180664
	Iteration 5F: 3 clusters Score -404523.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -404660.093750 Penalty: 2677.180664
	Iteration 6Q: 3 clusters Score -404660.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -404741.218750 Penalty: 2677.180664
	Iteration 7Q: 3 clusters Score -404741.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -404776.656250 Penalty: 2677.180664
	Iteration 8Q: 3 clusters Score -404776.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -404802.906250 Penalty: 2677.180664
	Iteration 9Q: 3 clusters Score -404802.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -404817.468750 Penalty: 2677.180664
	Iteration 10Q: 3 clusters Score -404817.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -404829.375000 Penalty: 2677.180664
	Iteration 11Q: 3 clusters Score -404829.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -404837.500000 Penalty: 2677.180664
	Iteration 12Q: 3 clusters Score -404837.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -404847.375000 Penalty: 2677.180664
	Iteration 13Q: 3 clusters Score -404847.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -404854.250000 Penalty: 2677.180664
	Iteration 14Q: 3 clusters Score -404854.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -404861.062500 Penalty: 2677.180664
	Iteration 15Q: 3 clusters Score -404861.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -404867.968750 Penalty: 2677.180664
	Iteration 16Q: 3 clusters Score -404868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -404874.562500 Penalty: 2677.180664
	Iteration 17Q: 3 clusters Score -404874.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -404882.843750 Penalty: 2677.180664
	Iteration 18Q: 3 clusters Score -404882.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -404887.281250 Penalty: 2677.180664
	Iteration 19Q: 3 clusters Score -404887.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -404891.375000 Penalty: 2677.180664
	Iteration 20F: 3 clusters Score -404891.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -404893.375000 Penalty: 2677.180664
	Iteration 21Q: 3 clusters Score -404893.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -404897.343750 Penalty: 2677.180664
	Iteration 22Q: 3 clusters Score -404897.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -404898.718750 Penalty: 2677.180664
	Iteration 23Q: 3 clusters Score -404898.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -404900.875000 Penalty: 2677.180664
	Iteration 24Q: 3 clusters Score -404900.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -404902.531250 Penalty: 2677.180664
	Iteration 25Q: 3 clusters Score -404902.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -404903.593750 Penalty: 2677.180664
	Iteration 26Q: 3 clusters Score -404903.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -404904.812500 Penalty: 2677.180664
	Iteration 27Q: 3 clusters Score -404904.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -404905.875000 Penalty: 2677.180664
	Iteration 28Q: 3 clusters Score -404905.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -404907.437500 Penalty: 2677.180664
	Iteration 29Q: 3 clusters Score -404907.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -404908.062500 Penalty: 2677.180664
	Iteration 30Q: 3 clusters Score -404908.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -404908.468750 Penalty: 2677.180664
	Iteration 31Q: 3 clusters Score -404908.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -404908.812500 Penalty: 2677.180664
	Iteration 32Q: 3 clusters Score -404908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -404909.312500 Penalty: 2677.180664
	Iteration 33Q: 3 clusters Score -404909.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -404909.312500 Penalty: 2677.180664
	Iteration 34F: 3 clusters Score -404909.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Entering Unmasked Estep 
Score: -619182.250000 Penalty: 1384.173828
	Iteration 0F: 2 clusters Score -619182.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -615182.375000 Penalty: 2768.347656
	Iteration 0F: 3 clusters Score -615182.4 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -616335.750000 Penalty: 2768.347656
	Iteration 1F: 3 clusters Score -616335.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -616542.250000 Penalty: 2768.347656
	Iteration 2F: 3 clusters Score -616542.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -616680.562500 Penalty: 2768.347656
	Iteration 3F: 3 clusters Score -616680.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -616801.375000 Penalty: 2768.347656
	Iteration 4Q: 3 clusters Score -616801.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -616911.312500 Penalty: 2768.347656
	Iteration 5Q: 3 clusters Score -616911.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -617035.500000 Penalty: 2768.347656
	Iteration 6Q: 3 clusters Score -617035.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -617141.812500 Penalty: 2768.347656
	Iteration 7Q: 3 clusters Score -617141.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -617262.125000 Penalty: 2768.347656
	Iteration 8Q: 3 clusters Score -617262.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -617401.187500 Penalty: 2768.347656
	Iteration 9Q: 3 clusters Score -617401.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -617519.500000 Penalty: 2768.347656
	Iteration 10Q: 3 clusters Score -617519.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -617619.187500 Penalty: 2768.347656
	Iteration 11Q: 3 clusters Score -617619.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -617682.812500 Penalty: 2768.347656
	Iteration 12Q: 3 clusters Score -617682.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -617736.000000 Penalty: 2768.347656
	Iteration 13Q: 3 clusters Score -617736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -617787.000000 Penalty: 2768.347656
	Iteration 14Q: 3 clusters Score -617787 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -617832.562500 Penalty: 2768.347656
	Iteration 15Q: 3 clusters Score -617832.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -617878.437500 Penalty: 2768.347656
	Iteration 16Q: 3 clusters Score -617878.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -617904.750000 Penalty: 2768.347656
	Iteration 17Q: 3 clusters Score -617904.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -617929.937500 Penalty: 2768.347656
	Iteration 18Q: 3 clusters Score -617929.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -617952.000000 Penalty: 2768.347656
	Iteration 19Q: 3 clusters Score -617952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -617963.312500 Penalty: 2768.347656
	Iteration 20F: 3 clusters Score -617963.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -617966.000000 Penalty: 2768.347656
	Iteration 21Q: 3 clusters Score -617966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -617971.812500 Penalty: 2768.347656
	Iteration 22Q: 3 clusters Score -617971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -617979.812500 Penalty: 2768.347656
	Iteration 23Q: 3 clusters Score -617979.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -617985.875000 Penalty: 2768.347656
	Iteration 24Q: 3 clusters Score -617985.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -617986.375000 Penalty: 2768.347656
	Iteration 25Q: 3 clusters Score -617986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -617986.375000 Penalty: 2768.347656
	Iteration 26F: 3 clusters Score -617986.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Entering Unmasked Estep 
Score: -3965001.500000 Penalty: 1681.103516
	Iteration 0F: 2 clusters Score -3965002 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 15570 members 
Entering Unmasked Estep 
Score: -3944008.750000 Penalty: 3362.207031
	Iteration 0F: 3 clusters Score -3944009 nChanged 14422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3951829.500000 Penalty: 3362.207031
	Iteration 1F: 3 clusters Score -3951830 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3952202.750000 Penalty: 3362.207031
	Iteration 2Q: 3 clusters Score -3952203 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3952594.250000 Penalty: 3362.207031
	Iteration 3Q: 3 clusters Score -3952594 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3953006.000000 Penalty: 3362.207031
	Iteration 4Q: 3 clusters Score -3953006 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3953527.250000 Penalty: 3362.207031
	Iteration 5Q: 3 clusters Score -3953527 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3954194.250000 Penalty: 3362.207031
	Iteration 6Q: 3 clusters Score -3954194 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3955196.250000 Penalty: 3362.207031
	Iteration 7F: 3 clusters Score -3955196 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -3956634.250000 Penalty: 3362.207031
	Iteration 8F: 3 clusters Score -3956634 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3958429.750000 Penalty: 3362.207031
	Iteration 9F: 3 clusters Score -3958430 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3960251.250000 Penalty: 3362.207031
	Iteration 10F: 3 clusters Score -3960251 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3961700.750000 Penalty: 3362.207031
	Iteration 11Q: 3 clusters Score -3961701 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -3962557.750000 Penalty: 3362.207031
	Iteration 12Q: 3 clusters Score -3962558 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3962942.750000 Penalty: 3362.207031
	Iteration 13Q: 3 clusters Score -3962943 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -3963131.500000 Penalty: 3362.207031
	Iteration 14Q: 3 clusters Score -3963132 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -3963238.750000 Penalty: 3362.207031
	Iteration 15Q: 3 clusters Score -3963239 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3963313.750000 Penalty: 3362.207031
	Iteration 16Q: 3 clusters Score -3963314 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -3963368.500000 Penalty: 3362.207031
	Iteration 17Q: 3 clusters Score -3963368 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3963404.750000 Penalty: 3362.207031
	Iteration 18Q: 3 clusters Score -3963405 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -3963450.250000 Penalty: 3362.207031
	Iteration 19Q: 3 clusters Score -3963450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -3963475.500000 Penalty: 3362.207031
	Iteration 20F: 3 clusters Score -3963476 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -3963496.000000 Penalty: 3362.207031
	Iteration 21Q: 3 clusters Score -3963496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -3963520.000000 Penalty: 3362.207031
	Iteration 22Q: 3 clusters Score -3963520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -3963539.250000 Penalty: 3362.207031
	Iteration 23Q: 3 clusters Score -3963539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -3963545.250000 Penalty: 3362.207031
	Iteration 24Q: 3 clusters Score -3963545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -3963542.250000 Penalty: 3362.207031
	Iteration 25Q: 3 clusters Score -3963542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -3963553.500000 Penalty: 3362.207031
	Iteration 26Q: 3 clusters Score -3963554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -3963555.500000 Penalty: 3362.207031
	Iteration 27Q: 3 clusters Score -3963556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -3963560.000000 Penalty: 3362.207031
	Iteration 28Q: 3 clusters Score -3963560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -3963564.250000 Penalty: 3362.207031
	Iteration 29Q: 3 clusters Score -3963564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -3963566.000000 Penalty: 3362.207031
	Iteration 30Q: 3 clusters Score -3963566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -3963567.250000 Penalty: 3362.207031
	Iteration 31Q: 3 clusters Score -3963567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3963569.250000 Penalty: 3362.207031
	Iteration 32Q: 3 clusters Score -3963569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3963570.750000 Penalty: 3362.207031
	Iteration 33Q: 3 clusters Score -3963571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -3963569.000000 Penalty: 3362.207031
	Iteration 34Q: 3 clusters Score -3963569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -3963568.000000 Penalty: 3362.207031
	Iteration 35Q: 3 clusters Score -3963568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -3963567.750000 Penalty: 3362.207031
	Iteration 36Q: 3 clusters Score -3963568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -3963568.750000 Penalty: 3362.207031
	Iteration 37Q: 3 clusters Score -3963569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -3963570.750000 Penalty: 3362.207031
	Iteration 38Q: 3 clusters Score -3963571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -3963569.250000 Penalty: 3362.207031
	Iteration 39Q: 3 clusters Score -3963569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -3963568.250000 Penalty: 3362.207031
	Iteration 40F: 3 clusters Score -3963568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3963570.500000 Penalty: 3362.207031
	Iteration 41Q: 3 clusters Score -3963570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -3963565.000000 Penalty: 3362.207031
	Iteration 42Q: 3 clusters Score -3963565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -3963566.250000 Penalty: 3362.207031
	Iteration 43Q: 3 clusters Score -3963566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -3963571.500000 Penalty: 3362.207031
	Iteration 44Q: 3 clusters Score -3963572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -3963576.500000 Penalty: 3362.207031
	Iteration 45Q: 3 clusters Score -3963576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -3963576.500000 Penalty: 3362.207031
	Iteration 46F: 3 clusters Score -3963576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Entering Unmasked Estep 
Score: -2107839.750000 Penalty: 1577.918457
	Iteration 0F: 2 clusters Score -2107840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2096455.125000 Penalty: 3155.836914
	Iteration 0F: 3 clusters Score -2096455 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2100491.250000 Penalty: 3155.836914
	Iteration 1F: 3 clusters Score -2100491 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2100862.000000 Penalty: 3155.836914
	Iteration 2F: 3 clusters Score -2100862 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2101231.250000 Penalty: 3155.836914
	Iteration 3Q: 3 clusters Score -2101231 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2101659.000000 Penalty: 3155.836914
	Iteration 4F: 3 clusters Score -2101659 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2102257.500000 Penalty: 3155.836914
	Iteration 5F: 3 clusters Score -2102258 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2102925.500000 Penalty: 3155.836914
	Iteration 6F: 3 clusters Score -2102926 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2103647.750000 Penalty: 3155.836914
	Iteration 7F: 3 clusters Score -2103648 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2104356.000000 Penalty: 3155.836914
	Iteration 8F: 3 clusters Score -2104356 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2105011.250000 Penalty: 3155.836914
	Iteration 9Q: 3 clusters Score -2105011 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2105508.250000 Penalty: 3155.836914
	Iteration 10Q: 3 clusters Score -2105508 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2105904.500000 Penalty: 3155.836914
	Iteration 11Q: 3 clusters Score -2105904 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2106123.500000 Penalty: 3155.836914
	Iteration 12Q: 3 clusters Score -2106124 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2106255.750000 Penalty: 3155.836914
	Iteration 13Q: 3 clusters Score -2106256 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2106331.500000 Penalty: 3155.836914
	Iteration 14Q: 3 clusters Score -2106332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2106372.500000 Penalty: 3155.836914
	Iteration 15Q: 3 clusters Score -2106372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2106391.500000 Penalty: 3155.836914
	Iteration 16Q: 3 clusters Score -2106392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2106400.250000 Penalty: 3155.836914
	Iteration 17Q: 3 clusters Score -2106400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2106414.500000 Penalty: 3155.836914
	Iteration 18Q: 3 clusters Score -2106414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2106423.000000 Penalty: 3155.836914
	Iteration 19Q: 3 clusters Score -2106423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2106424.250000 Penalty: 3155.836914
	Iteration 20F: 3 clusters Score -2106424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2106425.750000 Penalty: 3155.836914
	Iteration 21Q: 3 clusters Score -2106426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2106431.000000 Penalty: 3155.836914
	Iteration 22Q: 3 clusters Score -2106431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2106437.000000 Penalty: 3155.836914
	Iteration 23Q: 3 clusters Score -2106437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2106441.000000 Penalty: 3155.836914
	Iteration 24Q: 3 clusters Score -2106441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2106440.250000 Penalty: 3155.836914
	Iteration 25Q: 3 clusters Score -2106440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2106440.250000 Penalty: 3155.836914
	Iteration 26F: 3 clusters Score -2106440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -455333.531250 Penalty: 1332.546753
	Iteration 0F: 2 clusters Score -455333.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -452230.062500 Penalty: 2665.093506
	Iteration 0F: 3 clusters Score -452230.1 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -453195.250000 Penalty: 2665.093506
	Iteration 1F: 3 clusters Score -453195.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -453581.625000 Penalty: 2665.093506
	Iteration 2F: 3 clusters Score -453581.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -453938.812500 Penalty: 2665.093506
	Iteration 3F: 3 clusters Score -453938.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -454234.937500 Penalty: 2665.093506
	Iteration 4F: 3 clusters Score -454234.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -454428.937500 Penalty: 2665.093506
	Iteration 5F: 3 clusters Score -454428.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -454544.312500 Penalty: 2665.093506
	Iteration 6Q: 3 clusters Score -454544.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -454596.406250 Penalty: 2665.093506
	Iteration 7Q: 3 clusters Score -454596.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -454613.781250 Penalty: 2665.093506
	Iteration 8Q: 3 clusters Score -454613.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -454622.718750 Penalty: 2665.093506
	Iteration 9Q: 3 clusters Score -454622.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -454626.875000 Penalty: 2665.093506
	Iteration 10Q: 3 clusters Score -454626.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -454629.062500 Penalty: 2665.093506
	Iteration 11Q: 3 clusters Score -454629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -454629.281250 Penalty: 2665.093506
	Iteration 12Q: 3 clusters Score -454629.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -454630.718750 Penalty: 2665.093506
	Iteration 13Q: 3 clusters Score -454630.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -454630.687500 Penalty: 2665.093506
	Iteration 14Q: 3 clusters Score -454630.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -454631.937500 Penalty: 2665.093506
	Iteration 15Q: 3 clusters Score -454631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -454632.843750 Penalty: 2665.093506
	Iteration 16Q: 3 clusters Score -454632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -454633.468750 Penalty: 2665.093506
	Iteration 17Q: 3 clusters Score -454633.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -454633.781250 Penalty: 2665.093506
	Iteration 18Q: 3 clusters Score -454633.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -454633.781250 Penalty: 2665.093506
	Iteration 19F: 3 clusters Score -454633.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -28736.486328 Penalty: 906.706116
	Iteration 0F: 2 clusters Score -28736.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27967.464844 Penalty: 1813.412231
	Iteration 0F: 3 clusters Score -27967.46 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28077.167969 Penalty: 1813.412231
	Iteration 1F: 3 clusters Score -28077.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -28110.949219 Penalty: 1813.412231
	Iteration 2F: 3 clusters Score -28110.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -28124.371094 Penalty: 1813.412231
	Iteration 3Q: 3 clusters Score -28124.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -28134.195312 Penalty: 1813.412231
	Iteration 4Q: 3 clusters Score -28134.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -28143.531250 Penalty: 1813.412231
	Iteration 5Q: 3 clusters Score -28143.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -28153.548828 Penalty: 1813.412231
	Iteration 6Q: 3 clusters Score -28153.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -28158.267578 Penalty: 1813.412231
	Iteration 7Q: 3 clusters Score -28158.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -28161.212891 Penalty: 1813.412231
	Iteration 8Q: 3 clusters Score -28161.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -28162.091797 Penalty: 1813.412231
	Iteration 9Q: 3 clusters Score -28162.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -28163.998047 Penalty: 1813.412231
	Iteration 10Q: 3 clusters Score -28164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -28163.998047 Penalty: 1813.412231
	Iteration 11F: 3 clusters Score -28164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Entering Unmasked Estep 
Score: -448181.968750 Penalty: 1336.600708
	Iteration 0F: 2 clusters Score -448182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -445046.031250 Penalty: 2673.201416
	Iteration 0F: 3 clusters Score -445046 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -446025.187500 Penalty: 2673.201416
	Iteration 1F: 3 clusters Score -446025.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -446287.656250 Penalty: 2673.201416
	Iteration 2F: 3 clusters Score -446287.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -446530.093750 Penalty: 2673.201416
	Iteration 3F: 3 clusters Score -446530.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -446771.968750 Penalty: 2673.201416
	Iteration 4F: 3 clusters Score -446772 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -446960.125000 Penalty: 2673.201416
	Iteration 5F: 3 clusters Score -446960.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -447110.562500 Penalty: 2673.201416
	Iteration 6Q: 3 clusters Score -447110.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -447217.187500 Penalty: 2673.201416
	Iteration 7Q: 3 clusters Score -447217.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -447294.812500 Penalty: 2673.201416
	Iteration 8Q: 3 clusters Score -447294.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -447351.375000 Penalty: 2673.201416
	Iteration 9Q: 3 clusters Score -447351.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -447384.156250 Penalty: 2673.201416
	Iteration 10Q: 3 clusters Score -447384.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -447412.468750 Penalty: 2673.201416
	Iteration 11Q: 3 clusters Score -447412.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -447431.718750 Penalty: 2673.201416
	Iteration 12Q: 3 clusters Score -447431.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -447442.500000 Penalty: 2673.201416
	Iteration 13Q: 3 clusters Score -447442.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -447448.937500 Penalty: 2673.201416
	Iteration 14Q: 3 clusters Score -447448.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -447458.187500 Penalty: 2673.201416
	Iteration 15Q: 3 clusters Score -447458.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -447463.718750 Penalty: 2673.201416
	Iteration 16Q: 3 clusters Score -447463.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -447468.125000 Penalty: 2673.201416
	Iteration 17Q: 3 clusters Score -447468.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -447470.406250 Penalty: 2673.201416
	Iteration 18Q: 3 clusters Score -447470.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -447471.687500 Penalty: 2673.201416
	Iteration 19Q: 3 clusters Score -447471.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -447473.531250 Penalty: 2673.201416
	Iteration 20F: 3 clusters Score -447473.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -447476.125000 Penalty: 2673.201416
	Iteration 21Q: 3 clusters Score -447476.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -447477.250000 Penalty: 2673.201416
	Iteration 22Q: 3 clusters Score -447477.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -447479.468750 Penalty: 2673.201416
	Iteration 23Q: 3 clusters Score -447479.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -447480.656250 Penalty: 2673.201416
	Iteration 24Q: 3 clusters Score -447480.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -447481.500000 Penalty: 2673.201416
	Iteration 25Q: 3 clusters Score -447481.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -447481.375000 Penalty: 2673.201416
	Iteration 26Q: 3 clusters Score -447481.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -447482.531250 Penalty: 2673.201416
	Iteration 27Q: 3 clusters Score -447482.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -447482.531250 Penalty: 2673.201416
	Iteration 28F: 3 clusters Score -447482.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (60111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Entering Unmasked Estep 
Score: -7062467.500000 Penalty: 1788.141602
	Iteration 0F: 2 clusters Score -7062468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -7022393.000000 Penalty: 3576.283203
	Iteration 0F: 3 clusters Score -7022393 nChanged 28588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -7039195.000000 Penalty: 3576.283203
	Iteration 1F: 3 clusters Score -7039195 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -7040520.000000 Penalty: 3576.283203
	Iteration 2F: 3 clusters Score -7040520 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -7042206.500000 Penalty: 3576.283203
	Iteration 3F: 3 clusters Score -7042206 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -7044507.000000 Penalty: 3576.283203
	Iteration 4F: 3 clusters Score -7044507 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -7047354.000000 Penalty: 3576.283203
	Iteration 5F: 3 clusters Score -7047354 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -7050306.000000 Penalty: 3576.283203
	Iteration 6F: 3 clusters Score -7050306 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -7052892.000000 Penalty: 3576.283203
	Iteration 7F: 3 clusters Score -7052892 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -7054652.000000 Penalty: 3576.283203
	Iteration 8Q: 3 clusters Score -7054652 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -7055746.000000 Penalty: 3576.283203
	Iteration 9Q: 3 clusters Score -7055746 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -7056443.000000 Penalty: 3576.283203
	Iteration 10Q: 3 clusters Score -7056443 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -7056974.000000 Penalty: 3576.283203
	Iteration 11Q: 3 clusters Score -7056974 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -7057416.500000 Penalty: 3576.283203
	Iteration 12Q: 3 clusters Score -7057416 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -7057869.500000 Penalty: 3576.283203
	Iteration 13Q: 3 clusters Score -7057870 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -7058249.500000 Penalty: 3576.283203
	Iteration 14Q: 3 clusters Score -7058250 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -7058623.500000 Penalty: 3576.283203
	Iteration 15Q: 3 clusters Score -7058624 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -7058980.500000 Penalty: 3576.283203
	Iteration 16Q: 3 clusters Score -7058980 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -7059283.000000 Penalty: 3576.283203
	Iteration 17Q: 3 clusters Score -7059283 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -7059521.000000 Penalty: 3576.283203
	Iteration 18Q: 3 clusters Score -7059521 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -7059730.000000 Penalty: 3576.283203
	Iteration 19Q: 3 clusters Score -7059730 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -7059941.500000 Penalty: 3576.283203
	Iteration 20F: 3 clusters Score -7059942 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -7060085.500000 Penalty: 3576.283203
	Iteration 21Q: 3 clusters Score -7060086 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -7060237.000000 Penalty: 3576.283203
	Iteration 22Q: 3 clusters Score -7060237 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -7060370.000000 Penalty: 3576.283203
	Iteration 23Q: 3 clusters Score -7060370 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -7060470.000000 Penalty: 3576.283203
	Iteration 24Q: 3 clusters Score -7060470 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -7060561.500000 Penalty: 3576.283203
	Iteration 25Q: 3 clusters Score -7060562 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -7060662.000000 Penalty: 3576.283203
	Iteration 26Q: 3 clusters Score -7060662 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -7060707.000000 Penalty: 3576.283203
	Iteration 27Q: 3 clusters Score -7060707 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -7060755.000000 Penalty: 3576.283203
	Iteration 28Q: 3 clusters Score -7060755 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -7060785.000000 Penalty: 3576.283203
	Iteration 29Q: 3 clusters Score -7060785 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -7060816.000000 Penalty: 3576.283203
	Iteration 30Q: 3 clusters Score -7060816 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -7060890.000000 Penalty: 3576.283203
	Iteration 31Q: 3 clusters Score -7060890 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57165 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -7060936.500000 Penalty: 3576.283203
	Iteration 32Q: 3 clusters Score -7060936 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -7061003.500000 Penalty: 3576.283203
	Iteration 33Q: 3 clusters Score -7061004 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7061020.000000 Penalty: 3576.283203
	Iteration 34Q: 3 clusters Score -7061020 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7061065.500000 Penalty: 3576.283203
	Iteration 35Q: 3 clusters Score -7061066 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7061070.500000 Penalty: 3576.283203
	Iteration 36Q: 3 clusters Score -7061070 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -7061095.000000 Penalty: 3576.283203
	Iteration 37Q: 3 clusters Score -7061095 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7061116.000000 Penalty: 3576.283203
	Iteration 38Q: 3 clusters Score -7061116 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7061150.500000 Penalty: 3576.283203
	Iteration 39Q: 3 clusters Score -7061150 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -7061183.500000 Penalty: 3576.283203
	Iteration 40F: 3 clusters Score -7061184 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -7061220.500000 Penalty: 3576.283203
	Iteration 41Q: 3 clusters Score -7061220 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7061255.000000 Penalty: 3576.283203
	Iteration 42Q: 3 clusters Score -7061255 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58201 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7061283.500000 Penalty: 3576.283203
	Iteration 43Q: 3 clusters Score -7061284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7061308.000000 Penalty: 3576.283203
	Iteration 44Q: 3 clusters Score -7061308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7061323.000000 Penalty: 3576.283203
	Iteration 45Q: 3 clusters Score -7061323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7061333.000000 Penalty: 3576.283203
	Iteration 46Q: 3 clusters Score -7061333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7061336.500000 Penalty: 3576.283203
	Iteration 47Q: 3 clusters Score -7061336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7061342.500000 Penalty: 3576.283203
	Iteration 48Q: 3 clusters Score -7061342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58414 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7061355.500000 Penalty: 3576.283203
	Iteration 49Q: 3 clusters Score -7061356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7061349.500000 Penalty: 3576.283203
	Iteration 50Q: 3 clusters Score -7061350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7061355.500000 Penalty: 3576.283203
	Iteration 51Q: 3 clusters Score -7061356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7061354.500000 Penalty: 3576.283203
	Iteration 52Q: 3 clusters Score -7061354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7061363.000000 Penalty: 3576.283203
	Iteration 53Q: 3 clusters Score -7061363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58511 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7061373.500000 Penalty: 3576.283203
	Iteration 54Q: 3 clusters Score -7061374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7061357.500000 Penalty: 3576.283203
	Iteration 55Q: 3 clusters Score -7061358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7061358.500000 Penalty: 3576.283203
	Iteration 56Q: 3 clusters Score -7061358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7061378.500000 Penalty: 3576.283203
	Iteration 57Q: 3 clusters Score -7061378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7061371.500000 Penalty: 3576.283203
	Iteration 58Q: 3 clusters Score -7061372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7061394.500000 Penalty: 3576.283203
	Iteration 59Q: 3 clusters Score -7061394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7061375.500000 Penalty: 3576.283203
	Iteration 60F: 3 clusters Score -7061376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7061386.500000 Penalty: 3576.283203
	Iteration 61Q: 3 clusters Score -7061386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7061395.000000 Penalty: 3576.283203
	Iteration 62Q: 3 clusters Score -7061395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7061401.500000 Penalty: 3576.283203
	Iteration 63Q: 3 clusters Score -7061402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7061402.500000 Penalty: 3576.283203
	Iteration 64Q: 3 clusters Score -7061402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7061401.000000 Penalty: 3576.283203
	Iteration 65Q: 3 clusters Score -7061401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7061401.500000 Penalty: 3576.283203
	Iteration 66Q: 3 clusters Score -7061402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7061401.500000 Penalty: 3576.283203
	Iteration 67F: 3 clusters Score -7061402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Entering Unmasked Estep 
Score: -5297567.000000 Penalty: 1728.435791
	Iteration 0F: 2 clusters Score -5297567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -5269659.000000 Penalty: 3456.871582
	Iteration 0F: 3 clusters Score -5269659 nChanged 19389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -5280874.500000 Penalty: 3456.871582
	Iteration 1F: 3 clusters Score -5280874 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -5281827.000000 Penalty: 3456.871582
	Iteration 2F: 3 clusters Score -5281827 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -5283101.500000 Penalty: 3456.871582
	Iteration 3F: 3 clusters Score -5283102 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -5284831.500000 Penalty: 3456.871582
	Iteration 4F: 3 clusters Score -5284832 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -5287114.000000 Penalty: 3456.871582
	Iteration 5F: 3 clusters Score -5287114 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -5289494.500000 Penalty: 3456.871582
	Iteration 6F: 3 clusters Score -5289494 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -5291867.000000 Penalty: 3456.871582
	Iteration 7F: 3 clusters Score -5291867 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -5293899.000000 Penalty: 3456.871582
	Iteration 8Q: 3 clusters Score -5293899 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -5295116.000000 Penalty: 3456.871582
	Iteration 9Q: 3 clusters Score -5295116 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -5295632.000000 Penalty: 3456.871582
	Iteration 10Q: 3 clusters Score -5295632 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -5295863.000000 Penalty: 3456.871582
	Iteration 11Q: 3 clusters Score -5295863 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -5295949.000000 Penalty: 3456.871582
	Iteration 12Q: 3 clusters Score -5295949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -5296001.500000 Penalty: 3456.871582
	Iteration 13Q: 3 clusters Score -5296002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -5296034.000000 Penalty: 3456.871582
	Iteration 14Q: 3 clusters Score -5296034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -5296042.000000 Penalty: 3456.871582
	Iteration 15Q: 3 clusters Score -5296042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -5296057.500000 Penalty: 3456.871582
	Iteration 16Q: 3 clusters Score -5296058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -5296061.500000 Penalty: 3456.871582
	Iteration 17Q: 3 clusters Score -5296062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -5296080.000000 Penalty: 3456.871582
	Iteration 18Q: 3 clusters Score -5296080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -5296084.000000 Penalty: 3456.871582
	Iteration 19Q: 3 clusters Score -5296084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -5296091.500000 Penalty: 3456.871582
	Iteration 20F: 3 clusters Score -5296092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -5296091.000000 Penalty: 3456.871582
	Iteration 21Q: 3 clusters Score -5296091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -5296092.500000 Penalty: 3456.871582
	Iteration 22Q: 3 clusters Score -5296092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -5296097.500000 Penalty: 3456.871582
	Iteration 23Q: 3 clusters Score -5296098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -5296097.500000 Penalty: 3456.871582
	Iteration 24Q: 3 clusters Score -5296098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -5296101.500000 Penalty: 3456.871582
	Iteration 25Q: 3 clusters Score -5296102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -5296110.000000 Penalty: 3456.871582
	Iteration 26Q: 3 clusters Score -5296110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -5296111.000000 Penalty: 3456.871582
	Iteration 27Q: 3 clusters Score -5296111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5296110.500000 Penalty: 3456.871582
	Iteration 28Q: 3 clusters Score -5296110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -5296109.500000 Penalty: 3456.871582
	Iteration 29Q: 3 clusters Score -5296110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -5296109.500000 Penalty: 3456.871582
	Iteration 30F: 3 clusters Score -5296110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Entering Unmasked Estep 
Score: -1318081.250000 Penalty: 1503.287842
	Iteration 0F: 2 clusters Score -1318081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1310576.375000 Penalty: 3006.575684
	Iteration 0F: 3 clusters Score -1310576 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1313094.000000 Penalty: 3006.575684
	Iteration 1F: 3 clusters Score -1313094 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1313408.500000 Penalty: 3006.575684
	Iteration 2F: 3 clusters Score -1313408 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1313674.125000 Penalty: 3006.575684
	Iteration 3F: 3 clusters Score -1313674 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1313926.000000 Penalty: 3006.575684
	Iteration 4F: 3 clusters Score -1313926 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1314157.625000 Penalty: 3006.575684
	Iteration 5Q: 3 clusters Score -1314158 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1314409.750000 Penalty: 3006.575684
	Iteration 6Q: 3 clusters Score -1314410 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1314671.375000 Penalty: 3006.575684
	Iteration 7Q: 3 clusters Score -1314671 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1314929.875000 Penalty: 3006.575684
	Iteration 8Q: 3 clusters Score -1314930 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1315187.000000 Penalty: 3006.575684
	Iteration 9Q: 3 clusters Score -1315187 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1315452.750000 Penalty: 3006.575684
	Iteration 10Q: 3 clusters Score -1315453 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1315648.750000 Penalty: 3006.575684
	Iteration 11Q: 3 clusters Score -1315649 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1315783.750000 Penalty: 3006.575684
	Iteration 12Q: 3 clusters Score -1315784 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1315871.500000 Penalty: 3006.575684
	Iteration 13Q: 3 clusters Score -1315872 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1315935.625000 Penalty: 3006.575684
	Iteration 14Q: 3 clusters Score -1315936 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1315979.500000 Penalty: 3006.575684
	Iteration 15Q: 3 clusters Score -1315980 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1316015.500000 Penalty: 3006.575684
	Iteration 16Q: 3 clusters Score -1316016 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1316048.875000 Penalty: 3006.575684
	Iteration 17Q: 3 clusters Score -1316049 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1316064.500000 Penalty: 3006.575684
	Iteration 18Q: 3 clusters Score -1316064 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1316097.125000 Penalty: 3006.575684
	Iteration 19Q: 3 clusters Score -1316097 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1316122.875000 Penalty: 3006.575684
	Iteration 20F: 3 clusters Score -1316123 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1316145.125000 Penalty: 3006.575684
	Iteration 21Q: 3 clusters Score -1316145 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1316163.500000 Penalty: 3006.575684
	Iteration 22Q: 3 clusters Score -1316164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1316183.375000 Penalty: 3006.575684
	Iteration 23Q: 3 clusters Score -1316183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1316194.875000 Penalty: 3006.575684
	Iteration 24Q: 3 clusters Score -1316195 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1316210.250000 Penalty: 3006.575684
	Iteration 25Q: 3 clusters Score -1316210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1316224.375000 Penalty: 3006.575684
	Iteration 26Q: 3 clusters Score -1316224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1316234.375000 Penalty: 3006.575684
	Iteration 27Q: 3 clusters Score -1316234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1316239.500000 Penalty: 3006.575684
	Iteration 28Q: 3 clusters Score -1316240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1316251.125000 Penalty: 3006.575684
	Iteration 29Q: 3 clusters Score -1316251 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1316265.500000 Penalty: 3006.575684
	Iteration 30Q: 3 clusters Score -1316266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1316275.750000 Penalty: 3006.575684
	Iteration 31Q: 3 clusters Score -1316276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1316286.500000 Penalty: 3006.575684
	Iteration 32Q: 3 clusters Score -1316286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1316292.375000 Penalty: 3006.575684
	Iteration 33Q: 3 clusters Score -1316292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1316299.625000 Penalty: 3006.575684
	Iteration 34Q: 3 clusters Score -1316300 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1316305.375000 Penalty: 3006.575684
	Iteration 35Q: 3 clusters Score -1316305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1316318.375000 Penalty: 3006.575684
	Iteration 36Q: 3 clusters Score -1316318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1316321.750000 Penalty: 3006.575684
	Iteration 37Q: 3 clusters Score -1316322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1316319.875000 Penalty: 3006.575684
	Iteration 38Q: 3 clusters Score -1316320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1316327.125000 Penalty: 3006.575684
	Iteration 39Q: 3 clusters Score -1316327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1316327.250000 Penalty: 3006.575684
	Iteration 40F: 3 clusters Score -1316327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1316332.125000 Penalty: 3006.575684
	Iteration 41Q: 3 clusters Score -1316332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1316333.000000 Penalty: 3006.575684
	Iteration 42Q: 3 clusters Score -1316333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1316337.500000 Penalty: 3006.575684
	Iteration 43Q: 3 clusters Score -1316338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1316338.750000 Penalty: 3006.575684
	Iteration 44Q: 3 clusters Score -1316339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1316339.125000 Penalty: 3006.575684
	Iteration 45Q: 3 clusters Score -1316339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1316341.750000 Penalty: 3006.575684
	Iteration 46Q: 3 clusters Score -1316342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1316340.625000 Penalty: 3006.575684
	Iteration 47Q: 3 clusters Score -1316341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1316342.125000 Penalty: 3006.575684
	Iteration 48Q: 3 clusters Score -1316342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1316344.000000 Penalty: 3006.575684
	Iteration 49Q: 3 clusters Score -1316344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1316346.375000 Penalty: 3006.575684
	Iteration 50Q: 3 clusters Score -1316346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1316344.375000 Penalty: 3006.575684
	Iteration 51Q: 3 clusters Score -1316344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1316346.000000 Penalty: 3006.575684
	Iteration 52Q: 3 clusters Score -1316346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1316350.125000 Penalty: 3006.575684
	Iteration 53Q: 3 clusters Score -1316350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1316355.625000 Penalty: 3006.575684
	Iteration 54Q: 3 clusters Score -1316356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1316356.500000 Penalty: 3006.575684
	Iteration 55Q: 3 clusters Score -1316356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1316357.375000 Penalty: 3006.575684
	Iteration 56Q: 3 clusters Score -1316357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1316359.000000 Penalty: 3006.575684
	Iteration 57Q: 3 clusters Score -1316359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1316362.375000 Penalty: 3006.575684
	Iteration 58Q: 3 clusters Score -1316362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1316363.875000 Penalty: 3006.575684
	Iteration 59Q: 3 clusters Score -1316364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1316368.000000 Penalty: 3006.575684
	Iteration 60F: 3 clusters Score -1316368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1316368.875000 Penalty: 3006.575684
	Iteration 61Q: 3 clusters Score -1316369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1316367.875000 Penalty: 3006.575684
	Iteration 62Q: 3 clusters Score -1316368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1316366.625000 Penalty: 3006.575684
	Iteration 63Q: 3 clusters Score -1316367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1316368.625000 Penalty: 3006.575684
	Iteration 64Q: 3 clusters Score -1316369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1316367.250000 Penalty: 3006.575684
	Iteration 65Q: 3 clusters Score -1316367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1316374.375000 Penalty: 3006.575684
	Iteration 66Q: 3 clusters Score -1316374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1316373.375000 Penalty: 3006.575684
	Iteration 67Q: 3 clusters Score -1316373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1316375.750000 Penalty: 3006.575684
	Iteration 68Q: 3 clusters Score -1316376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1316381.250000 Penalty: 3006.575684
	Iteration 69Q: 3 clusters Score -1316381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1316381.625000 Penalty: 3006.575684
	Iteration 70Q: 3 clusters Score -1316382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1316384.000000 Penalty: 3006.575684
	Iteration 71Q: 3 clusters Score -1316384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1316383.500000 Penalty: 3006.575684
	Iteration 72Q: 3 clusters Score -1316384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1316385.250000 Penalty: 3006.575684
	Iteration 73Q: 3 clusters Score -1316385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1316385.500000 Penalty: 3006.575684
	Iteration 74Q: 3 clusters Score -1316386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1316389.750000 Penalty: 3006.575684
	Iteration 75Q: 3 clusters Score -1316390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1316396.500000 Penalty: 3006.575684
	Iteration 76Q: 3 clusters Score -1316396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1316403.250000 Penalty: 3006.575684
	Iteration 77Q: 3 clusters Score -1316403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1316411.500000 Penalty: 3006.575684
	Iteration 78Q: 3 clusters Score -1316412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1316414.625000 Penalty: 3006.575684
	Iteration 79Q: 3 clusters Score -1316415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1316414.000000 Penalty: 3006.575684
	Iteration 80F: 3 clusters Score -1316414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1316423.000000 Penalty: 3006.575684
	Iteration 81Q: 3 clusters Score -1316423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1316430.500000 Penalty: 3006.575684
	Iteration 82Q: 3 clusters Score -1316430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1316433.250000 Penalty: 3006.575684
	Iteration 83Q: 3 clusters Score -1316433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1316435.750000 Penalty: 3006.575684
	Iteration 84Q: 3 clusters Score -1316436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1316437.875000 Penalty: 3006.575684
	Iteration 85Q: 3 clusters Score -1316438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1316442.875000 Penalty: 3006.575684
	Iteration 86Q: 3 clusters Score -1316443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1316439.875000 Penalty: 3006.575684
	Iteration 87Q: 3 clusters Score -1316440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1316440.375000 Penalty: 3006.575684
	Iteration 88Q: 3 clusters Score -1316440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1316440.375000 Penalty: 3006.575684
	Iteration 89Q: 3 clusters Score -1316440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1316440.375000 Penalty: 3006.575684
	Iteration 90F: 3 clusters Score -1316440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -51131.183594 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -51131.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50189.667969 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -50189.67 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50517.003906 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -50517 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50700.484375 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -50700.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -50784.460938 Penalty: 2019.096924
	Iteration 3F: 3 clusters Score -50784.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -50870.730469 Penalty: 2019.096924
	Iteration 4Q: 3 clusters Score -50870.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -50896.136719 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -50896.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -50912.062500 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -50912.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -50918.152344 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -50918.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -50922.953125 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -50922.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -50927.273438 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -50927.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -50932.800781 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -50932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -50942.496094 Penalty: 2019.096924
	Iteration 11Q: 3 clusters Score -50942.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -50943.558594 Penalty: 2019.096924
	Iteration 12Q: 3 clusters Score -50943.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -50948.949219 Penalty: 2019.096924
	Iteration 13Q: 3 clusters Score -50948.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -50956.714844 Penalty: 2019.096924
	Iteration 14Q: 3 clusters Score -50956.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -50957.933594 Penalty: 2019.096924
	Iteration 15Q: 3 clusters Score -50957.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -50957.933594 Penalty: 2019.096924
	Iteration 16F: 3 clusters Score -50957.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Entering Unmasked Estep 
Score: -2924966.250000 Penalty: 1634.857666
	Iteration 0F: 2 clusters Score -2924966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2908998.500000 Penalty: 3269.715332
	Iteration 0F: 3 clusters Score -2908998 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2915090.000000 Penalty: 3269.715332
	Iteration 1F: 3 clusters Score -2915090 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2915533.750000 Penalty: 3269.715332
	Iteration 2F: 3 clusters Score -2915534 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2915964.250000 Penalty: 3269.715332
	Iteration 3Q: 3 clusters Score -2915964 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2916396.000000 Penalty: 3269.715332
	Iteration 4Q: 3 clusters Score -2916396 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2916855.250000 Penalty: 3269.715332
	Iteration 5Q: 3 clusters Score -2916855 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2917345.500000 Penalty: 3269.715332
	Iteration 6Q: 3 clusters Score -2917346 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2917829.500000 Penalty: 3269.715332
	Iteration 7Q: 3 clusters Score -2917830 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2918334.000000 Penalty: 3269.715332
	Iteration 8Q: 3 clusters Score -2918334 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2918775.250000 Penalty: 3269.715332
	Iteration 9Q: 3 clusters Score -2918775 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2919197.000000 Penalty: 3269.715332
	Iteration 10Q: 3 clusters Score -2919197 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2919647.750000 Penalty: 3269.715332
	Iteration 11Q: 3 clusters Score -2919648 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2920120.500000 Penalty: 3269.715332
	Iteration 12Q: 3 clusters Score -2920120 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2920615.250000 Penalty: 3269.715332
	Iteration 13Q: 3 clusters Score -2920615 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2921070.750000 Penalty: 3269.715332
	Iteration 14Q: 3 clusters Score -2921071 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2921529.750000 Penalty: 3269.715332
	Iteration 15Q: 3 clusters Score -2921530 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2921944.000000 Penalty: 3269.715332
	Iteration 16Q: 3 clusters Score -2921944 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2922313.250000 Penalty: 3269.715332
	Iteration 17Q: 3 clusters Score -2922313 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2922643.000000 Penalty: 3269.715332
	Iteration 18Q: 3 clusters Score -2922643 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2922897.250000 Penalty: 3269.715332
	Iteration 19Q: 3 clusters Score -2922897 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2923079.000000 Penalty: 3269.715332
	Iteration 20F: 3 clusters Score -2923079 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2923219.750000 Penalty: 3269.715332
	Iteration 21Q: 3 clusters Score -2923220 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -2923305.750000 Penalty: 3269.715332
	Iteration 22Q: 3 clusters Score -2923306 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2923376.250000 Penalty: 3269.715332
	Iteration 23Q: 3 clusters Score -2923376 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -2923440.000000 Penalty: 3269.715332
	Iteration 24Q: 3 clusters Score -2923440 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2923478.500000 Penalty: 3269.715332
	Iteration 25Q: 3 clusters Score -2923478 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2923508.250000 Penalty: 3269.715332
	Iteration 26Q: 3 clusters Score -2923508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -2923539.500000 Penalty: 3269.715332
	Iteration 27Q: 3 clusters Score -2923540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -2923556.750000 Penalty: 3269.715332
	Iteration 28Q: 3 clusters Score -2923557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2923577.750000 Penalty: 3269.715332
	Iteration 29Q: 3 clusters Score -2923578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2923591.250000 Penalty: 3269.715332
	Iteration 30Q: 3 clusters Score -2923591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -2923602.000000 Penalty: 3269.715332
	Iteration 31Q: 3 clusters Score -2923602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -2923622.250000 Penalty: 3269.715332
	Iteration 32Q: 3 clusters Score -2923622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -2923631.250000 Penalty: 3269.715332
	Iteration 33Q: 3 clusters Score -2923631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2923641.000000 Penalty: 3269.715332
	Iteration 34Q: 3 clusters Score -2923641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2923649.500000 Penalty: 3269.715332
	Iteration 35Q: 3 clusters Score -2923650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2923660.500000 Penalty: 3269.715332
	Iteration 36Q: 3 clusters Score -2923660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -2923667.250000 Penalty: 3269.715332
	Iteration 37Q: 3 clusters Score -2923667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2923677.500000 Penalty: 3269.715332
	Iteration 38Q: 3 clusters Score -2923678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2923687.250000 Penalty: 3269.715332
	Iteration 39Q: 3 clusters Score -2923687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -2923691.500000 Penalty: 3269.715332
	Iteration 40F: 3 clusters Score -2923692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2923695.250000 Penalty: 3269.715332
	Iteration 41Q: 3 clusters Score -2923695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2923700.500000 Penalty: 3269.715332
	Iteration 42Q: 3 clusters Score -2923700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2923701.250000 Penalty: 3269.715332
	Iteration 43Q: 3 clusters Score -2923701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2923701.000000 Penalty: 3269.715332
	Iteration 44Q: 3 clusters Score -2923701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2923700.500000 Penalty: 3269.715332
	Iteration 45Q: 3 clusters Score -2923700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2923707.500000 Penalty: 3269.715332
	Iteration 46Q: 3 clusters Score -2923708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -2923711.250000 Penalty: 3269.715332
	Iteration 47Q: 3 clusters Score -2923711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2923718.500000 Penalty: 3269.715332
	Iteration 48Q: 3 clusters Score -2923718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -2923722.500000 Penalty: 3269.715332
	Iteration 49Q: 3 clusters Score -2923722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2923727.500000 Penalty: 3269.715332
	Iteration 50Q: 3 clusters Score -2923728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2923731.000000 Penalty: 3269.715332
	Iteration 51Q: 3 clusters Score -2923731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2923731.750000 Penalty: 3269.715332
	Iteration 52Q: 3 clusters Score -2923732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2923737.000000 Penalty: 3269.715332
	Iteration 53Q: 3 clusters Score -2923737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2923737.250000 Penalty: 3269.715332
	Iteration 54Q: 3 clusters Score -2923737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -2923746.250000 Penalty: 3269.715332
	Iteration 55Q: 3 clusters Score -2923746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2923746.000000 Penalty: 3269.715332
	Iteration 56Q: 3 clusters Score -2923746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -2923749.500000 Penalty: 3269.715332
	Iteration 57Q: 3 clusters Score -2923750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -2923749.750000 Penalty: 3269.715332
	Iteration 58Q: 3 clusters Score -2923750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2923748.000000 Penalty: 3269.715332
	Iteration 59Q: 3 clusters Score -2923748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -2923749.000000 Penalty: 3269.715332
	Iteration 60F: 3 clusters Score -2923749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -2923748.750000 Penalty: 3269.715332
	Iteration 61Q: 3 clusters Score -2923749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -2923747.500000 Penalty: 3269.715332
	Iteration 62Q: 3 clusters Score -2923748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2923751.750000 Penalty: 3269.715332
	Iteration 63Q: 3 clusters Score -2923752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2923750.750000 Penalty: 3269.715332
	Iteration 64Q: 3 clusters Score -2923751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2923751.500000 Penalty: 3269.715332
	Iteration 65Q: 3 clusters Score -2923752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2923753.250000 Penalty: 3269.715332
	Iteration 66Q: 3 clusters Score -2923753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2923752.000000 Penalty: 3269.715332
	Iteration 67Q: 3 clusters Score -2923752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2923749.500000 Penalty: 3269.715332
	Iteration 68Q: 3 clusters Score -2923750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2923749.500000 Penalty: 3269.715332
	Iteration 69F: 3 clusters Score -2923750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -443548.281250 Penalty: 1343.418701
	Iteration 0F: 2 clusters Score -443548.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -440320.218750 Penalty: 2686.837402
	Iteration 0F: 3 clusters Score -440320.2 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -441363.281250 Penalty: 2686.837402
	Iteration 1F: 3 clusters Score -441363.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -441748.500000 Penalty: 2686.837402
	Iteration 2F: 3 clusters Score -441748.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -442061.937500 Penalty: 2686.837402
	Iteration 3F: 3 clusters Score -442061.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -442256.593750 Penalty: 2686.837402
	Iteration 4F: 3 clusters Score -442256.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -442387.062500 Penalty: 2686.837402
	Iteration 5Q: 3 clusters Score -442387.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -442446.531250 Penalty: 2686.837402
	Iteration 6Q: 3 clusters Score -442446.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -442503.781250 Penalty: 2686.837402
	Iteration 7Q: 3 clusters Score -442503.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -442553.937500 Penalty: 2686.837402
	Iteration 8Q: 3 clusters Score -442553.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -442594.125000 Penalty: 2686.837402
	Iteration 9Q: 3 clusters Score -442594.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -442622.562500 Penalty: 2686.837402
	Iteration 10Q: 3 clusters Score -442622.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -442643.343750 Penalty: 2686.837402
	Iteration 11Q: 3 clusters Score -442643.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -442656.125000 Penalty: 2686.837402
	Iteration 12Q: 3 clusters Score -442656.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -442666.718750 Penalty: 2686.837402
	Iteration 13Q: 3 clusters Score -442666.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -442674.031250 Penalty: 2686.837402
	Iteration 14Q: 3 clusters Score -442674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -442679.187500 Penalty: 2686.837402
	Iteration 15Q: 3 clusters Score -442679.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -442683.468750 Penalty: 2686.837402
	Iteration 16Q: 3 clusters Score -442683.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -442685.437500 Penalty: 2686.837402
	Iteration 17Q: 3 clusters Score -442685.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -442689.187500 Penalty: 2686.837402
	Iteration 18Q: 3 clusters Score -442689.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -442690.437500 Penalty: 2686.837402
	Iteration 19Q: 3 clusters Score -442690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -442690.750000 Penalty: 2686.837402
	Iteration 20F: 3 clusters Score -442690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -442692.500000 Penalty: 2686.837402
	Iteration 21Q: 3 clusters Score -442692.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -442694.375000 Penalty: 2686.837402
	Iteration 22Q: 3 clusters Score -442694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -442695.093750 Penalty: 2686.837402
	Iteration 23Q: 3 clusters Score -442695.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -442699.750000 Penalty: 2686.837402
	Iteration 24Q: 3 clusters Score -442699.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -442703.468750 Penalty: 2686.837402
	Iteration 25Q: 3 clusters Score -442703.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -442706.218750 Penalty: 2686.837402
	Iteration 26Q: 3 clusters Score -442706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -442709.812500 Penalty: 2686.837402
	Iteration 27Q: 3 clusters Score -442709.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -442713.062500 Penalty: 2686.837402
	Iteration 28Q: 3 clusters Score -442713.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -442716.218750 Penalty: 2686.837402
	Iteration 29Q: 3 clusters Score -442716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -442718.843750 Penalty: 2686.837402
	Iteration 30Q: 3 clusters Score -442718.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -442723.093750 Penalty: 2686.837402
	Iteration 31Q: 3 clusters Score -442723.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -442728.031250 Penalty: 2686.837402
	Iteration 32Q: 3 clusters Score -442728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -442729.125000 Penalty: 2686.837402
	Iteration 33Q: 3 clusters Score -442729.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -442731.781250 Penalty: 2686.837402
	Iteration 34Q: 3 clusters Score -442731.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -442734.250000 Penalty: 2686.837402
	Iteration 35Q: 3 clusters Score -442734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -442736.281250 Penalty: 2686.837402
	Iteration 36Q: 3 clusters Score -442736.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -442736.812500 Penalty: 2686.837402
	Iteration 37Q: 3 clusters Score -442736.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -442738.875000 Penalty: 2686.837402
	Iteration 38Q: 3 clusters Score -442738.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -442741.406250 Penalty: 2686.837402
	Iteration 39Q: 3 clusters Score -442741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -442744.250000 Penalty: 2686.837402
	Iteration 40F: 3 clusters Score -442744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -442747.312500 Penalty: 2686.837402
	Iteration 41Q: 3 clusters Score -442747.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -442749.156250 Penalty: 2686.837402
	Iteration 42Q: 3 clusters Score -442749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -442751.968750 Penalty: 2686.837402
	Iteration 43Q: 3 clusters Score -442752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -442753.718750 Penalty: 2686.837402
	Iteration 44Q: 3 clusters Score -442753.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -442757.531250 Penalty: 2686.837402
	Iteration 45Q: 3 clusters Score -442757.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -442759.281250 Penalty: 2686.837402
	Iteration 46Q: 3 clusters Score -442759.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -442761.812500 Penalty: 2686.837402
	Iteration 47Q: 3 clusters Score -442761.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -442765.843750 Penalty: 2686.837402
	Iteration 48Q: 3 clusters Score -442765.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -442770.875000 Penalty: 2686.837402
	Iteration 49Q: 3 clusters Score -442770.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -442772.187500 Penalty: 2686.837402
	Iteration 50Q: 3 clusters Score -442772.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -442773.625000 Penalty: 2686.837402
	Iteration 51Q: 3 clusters Score -442773.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -442774.250000 Penalty: 2686.837402
	Iteration 52Q: 3 clusters Score -442774.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -442774.250000 Penalty: 2686.837402
	Iteration 53F: 3 clusters Score -442774.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (30996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Entering Unmasked Estep 
Score: -3984847.500000 Penalty: 1680.512207
	Iteration 0F: 2 clusters Score -3984848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3963914.750000 Penalty: 3361.024414
	Iteration 0F: 3 clusters Score -3963915 nChanged 14391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3971810.500000 Penalty: 3361.024414
	Iteration 1F: 3 clusters Score -3971810 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3972189.750000 Penalty: 3361.024414
	Iteration 2Q: 3 clusters Score -3972190 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3972575.000000 Penalty: 3361.024414
	Iteration 3Q: 3 clusters Score -3972575 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3972912.750000 Penalty: 3361.024414
	Iteration 4Q: 3 clusters Score -3972913 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3973399.250000 Penalty: 3361.024414
	Iteration 5Q: 3 clusters Score -3973399 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3974154.750000 Penalty: 3361.024414
	Iteration 6Q: 3 clusters Score -3974155 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -3975363.250000 Penalty: 3361.024414
	Iteration 7F: 3 clusters Score -3975363 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -3977145.500000 Penalty: 3361.024414
	Iteration 8F: 3 clusters Score -3977146 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3979234.000000 Penalty: 3361.024414
	Iteration 9F: 3 clusters Score -3979234 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3980969.250000 Penalty: 3361.024414
	Iteration 10F: 3 clusters Score -3980969 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3982095.750000 Penalty: 3361.024414
	Iteration 11Q: 3 clusters Score -3982096 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3982776.500000 Penalty: 3361.024414
	Iteration 12Q: 3 clusters Score -3982776 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3983100.500000 Penalty: 3361.024414
	Iteration 13Q: 3 clusters Score -3983100 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3983232.750000 Penalty: 3361.024414
	Iteration 14Q: 3 clusters Score -3983233 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3983329.250000 Penalty: 3361.024414
	Iteration 15Q: 3 clusters Score -3983329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3983366.500000 Penalty: 3361.024414
	Iteration 16Q: 3 clusters Score -3983366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3983387.750000 Penalty: 3361.024414
	Iteration 17Q: 3 clusters Score -3983388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3983400.500000 Penalty: 3361.024414
	Iteration 18Q: 3 clusters Score -3983400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3983413.500000 Penalty: 3361.024414
	Iteration 19Q: 3 clusters Score -3983414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3983413.250000 Penalty: 3361.024414
	Iteration 20F: 3 clusters Score -3983413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3983413.250000 Penalty: 3361.024414
	Iteration 21Q: 3 clusters Score -3983413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3983418.000000 Penalty: 3361.024414
	Iteration 22Q: 3 clusters Score -3983418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3983420.000000 Penalty: 3361.024414
	Iteration 23Q: 3 clusters Score -3983420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3983420.000000 Penalty: 3361.024414
	Iteration 24F: 3 clusters Score -3983420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -5333.421875 Penalty: 751.558105
	Iteration 0F: 2 clusters Score -5333.422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4929.961426 Penalty: 1503.116211
	Iteration 0F: 3 clusters Score -4929.961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4993.753906 Penalty: 1503.116211
	Iteration 1F: 3 clusters Score -4993.754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5039.844238 Penalty: 1503.116211
	Iteration 2F: 3 clusters Score -5039.844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5056.111816 Penalty: 1503.116211
	Iteration 3Q: 3 clusters Score -5056.112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5056.111816 Penalty: 1503.116211
	Iteration 4F: 3 clusters Score -5056.112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Entering Unmasked Estep 
Score: -526843.812500 Penalty: 1343.209961
	Iteration 0F: 2 clusters Score -526843.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -523544.093750 Penalty: 2686.419922
	Iteration 0F: 3 clusters Score -523544.1 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -524364.437500 Penalty: 2686.419922
	Iteration 1F: 3 clusters Score -524364.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -524518.625000 Penalty: 2686.419922
	Iteration 2F: 3 clusters Score -524518.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -524597.562500 Penalty: 2686.419922
	Iteration 3Q: 3 clusters Score -524597.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -524642.000000 Penalty: 2686.419922
	Iteration 4Q: 3 clusters Score -524642 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -524672.125000 Penalty: 2686.419922
	Iteration 5Q: 3 clusters Score -524672.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -524696.250000 Penalty: 2686.419922
	Iteration 6Q: 3 clusters Score -524696.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -524711.500000 Penalty: 2686.419922
	Iteration 7Q: 3 clusters Score -524711.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -524721.875000 Penalty: 2686.419922
	Iteration 8Q: 3 clusters Score -524721.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -524729.625000 Penalty: 2686.419922
	Iteration 9Q: 3 clusters Score -524729.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -524735.125000 Penalty: 2686.419922
	Iteration 10Q: 3 clusters Score -524735.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -524738.937500 Penalty: 2686.419922
	Iteration 11Q: 3 clusters Score -524738.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -524743.562500 Penalty: 2686.419922
	Iteration 12Q: 3 clusters Score -524743.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -524748.187500 Penalty: 2686.419922
	Iteration 13Q: 3 clusters Score -524748.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -524751.625000 Penalty: 2686.419922
	Iteration 14Q: 3 clusters Score -524751.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -524754.250000 Penalty: 2686.419922
	Iteration 15Q: 3 clusters Score -524754.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -524760.500000 Penalty: 2686.419922
	Iteration 16Q: 3 clusters Score -524760.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -524764.937500 Penalty: 2686.419922
	Iteration 17Q: 3 clusters Score -524764.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -524769.750000 Penalty: 2686.419922
	Iteration 18Q: 3 clusters Score -524769.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -524777.062500 Penalty: 2686.419922
	Iteration 19Q: 3 clusters Score -524777.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -524783.687500 Penalty: 2686.419922
	Iteration 20F: 3 clusters Score -524783.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -524789.250000 Penalty: 2686.419922
	Iteration 21Q: 3 clusters Score -524789.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -524797.562500 Penalty: 2686.419922
	Iteration 22Q: 3 clusters Score -524797.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -524804.437500 Penalty: 2686.419922
	Iteration 23Q: 3 clusters Score -524804.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -524808.000000 Penalty: 2686.419922
	Iteration 24Q: 3 clusters Score -524808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -524813.375000 Penalty: 2686.419922
	Iteration 25Q: 3 clusters Score -524813.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -524818.750000 Penalty: 2686.419922
	Iteration 26Q: 3 clusters Score -524818.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -524826.687500 Penalty: 2686.419922
	Iteration 27Q: 3 clusters Score -524826.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -524833.750000 Penalty: 2686.419922
	Iteration 28Q: 3 clusters Score -524833.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -524841.437500 Penalty: 2686.419922
	Iteration 29Q: 3 clusters Score -524841.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -524850.250000 Penalty: 2686.419922
	Iteration 30Q: 3 clusters Score -524850.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -524858.937500 Penalty: 2686.419922
	Iteration 31Q: 3 clusters Score -524858.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -524865.187500 Penalty: 2686.419922
	Iteration 32Q: 3 clusters Score -524865.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -524870.875000 Penalty: 2686.419922
	Iteration 33Q: 3 clusters Score -524870.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -524876.375000 Penalty: 2686.419922
	Iteration 34Q: 3 clusters Score -524876.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -524882.000000 Penalty: 2686.419922
	Iteration 35Q: 3 clusters Score -524882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -524890.312500 Penalty: 2686.419922
	Iteration 36Q: 3 clusters Score -524890.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -524899.250000 Penalty: 2686.419922
	Iteration 37Q: 3 clusters Score -524899.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -524910.375000 Penalty: 2686.419922
	Iteration 38Q: 3 clusters Score -524910.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -524923.437500 Penalty: 2686.419922
	Iteration 39Q: 3 clusters Score -524923.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -524933.125000 Penalty: 2686.419922
	Iteration 40F: 3 clusters Score -524933.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -524943.687500 Penalty: 2686.419922
	Iteration 41Q: 3 clusters Score -524943.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -524955.125000 Penalty: 2686.419922
	Iteration 42Q: 3 clusters Score -524955.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -524964.875000 Penalty: 2686.419922
	Iteration 43Q: 3 clusters Score -524964.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -524974.125000 Penalty: 2686.419922
	Iteration 44Q: 3 clusters Score -524974.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -524987.750000 Penalty: 2686.419922
	Iteration 45Q: 3 clusters Score -524987.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -525003.375000 Penalty: 2686.419922
	Iteration 46Q: 3 clusters Score -525003.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -525017.625000 Penalty: 2686.419922
	Iteration 47Q: 3 clusters Score -525017.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -525032.437500 Penalty: 2686.419922
	Iteration 48Q: 3 clusters Score -525032.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -525045.625000 Penalty: 2686.419922
	Iteration 49Q: 3 clusters Score -525045.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -525061.000000 Penalty: 2686.419922
	Iteration 50Q: 3 clusters Score -525061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -525082.250000 Penalty: 2686.419922
	Iteration 51Q: 3 clusters Score -525082.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -525108.437500 Penalty: 2686.419922
	Iteration 52Q: 3 clusters Score -525108.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -525145.312500 Penalty: 2686.419922
	Iteration 53Q: 3 clusters Score -525145.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -525181.562500 Penalty: 2686.419922
	Iteration 54Q: 3 clusters Score -525181.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -525219.687500 Penalty: 2686.419922
	Iteration 55Q: 3 clusters Score -525219.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -525269.750000 Penalty: 2686.419922
	Iteration 56Q: 3 clusters Score -525269.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -525324.187500 Penalty: 2686.419922
	Iteration 57Q: 3 clusters Score -525324.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -525371.562500 Penalty: 2686.419922
	Iteration 58Q: 3 clusters Score -525371.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -525421.312500 Penalty: 2686.419922
	Iteration 59Q: 3 clusters Score -525421.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -525461.437500 Penalty: 2686.419922
	Iteration 60F: 3 clusters Score -525461.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -525495.000000 Penalty: 2686.419922
	Iteration 61Q: 3 clusters Score -525495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -525524.750000 Penalty: 2686.419922
	Iteration 62Q: 3 clusters Score -525524.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -525554.937500 Penalty: 2686.419922
	Iteration 63Q: 3 clusters Score -525554.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -525582.812500 Penalty: 2686.419922
	Iteration 64Q: 3 clusters Score -525582.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -525608.375000 Penalty: 2686.419922
	Iteration 65Q: 3 clusters Score -525608.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -525625.187500 Penalty: 2686.419922
	Iteration 66Q: 3 clusters Score -525625.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -525642.375000 Penalty: 2686.419922
	Iteration 67Q: 3 clusters Score -525642.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -525656.000000 Penalty: 2686.419922
	Iteration 68Q: 3 clusters Score -525656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -525668.062500 Penalty: 2686.419922
	Iteration 69Q: 3 clusters Score -525668.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -525676.375000 Penalty: 2686.419922
	Iteration 70Q: 3 clusters Score -525676.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -525684.812500 Penalty: 2686.419922
	Iteration 71Q: 3 clusters Score -525684.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -525695.500000 Penalty: 2686.419922
	Iteration 72Q: 3 clusters Score -525695.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -525701.312500 Penalty: 2686.419922
	Iteration 73Q: 3 clusters Score -525701.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -525702.562500 Penalty: 2686.419922
	Iteration 74Q: 3 clusters Score -525702.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -525704.312500 Penalty: 2686.419922
	Iteration 75Q: 3 clusters Score -525704.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -525705.562500 Penalty: 2686.419922
	Iteration 76Q: 3 clusters Score -525705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -525706.812500 Penalty: 2686.419922
	Iteration 77Q: 3 clusters Score -525706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -525711.000000 Penalty: 2686.419922
	Iteration 78Q: 3 clusters Score -525711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -525711.375000 Penalty: 2686.419922
	Iteration 79Q: 3 clusters Score -525711.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -525711.375000 Penalty: 2686.419922
	Iteration 80F: 3 clusters Score -525711.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (137620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137620 members 
Entering Unmasked Estep 
Score: -17458974.000000 Penalty: 1922.740845
	Iteration 0F: 2 clusters Score -1.745897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68825 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -17377004.000000 Penalty: 3845.481689
	Iteration 0F: 3 clusters Score -1.7377e+07 nChanged 66207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 66210 members 
Entering Unmasked Estep 
Score: -17416370.000000 Penalty: 3845.481689
	Iteration 1F: 3 clusters Score -1.741637e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72997 members 
Mstep: Class 2 contains 64623 members 
Entering Unmasked Estep 
Score: -17418222.000000 Penalty: 3845.481689
	Iteration 2Q: 3 clusters Score -1.741822e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -17420288.000000 Penalty: 3845.481689
	Iteration 3Q: 3 clusters Score -1.742029e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78496 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -17423192.000000 Penalty: 3845.481689
	Iteration 4F: 3 clusters Score -1.742319e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82313 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -17426662.000000 Penalty: 3845.481689
	Iteration 5F: 3 clusters Score -1.742666e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -17430514.000000 Penalty: 3845.481689
	Iteration 6F: 3 clusters Score -1.743051e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91229 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -17434318.000000 Penalty: 3845.481689
	Iteration 7F: 3 clusters Score -1.743432e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95809 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -17437988.000000 Penalty: 3845.481689
	Iteration 8F: 3 clusters Score -1.743799e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100132 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -17441516.000000 Penalty: 3845.481689
	Iteration 9Q: 3 clusters Score -1.744152e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -17445160.000000 Penalty: 3845.481689
	Iteration 10Q: 3 clusters Score -1.744516e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -17448094.000000 Penalty: 3845.481689
	Iteration 11Q: 3 clusters Score -1.744809e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109765 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -17450590.000000 Penalty: 3845.481689
	Iteration 12Q: 3 clusters Score -1.745059e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112097 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -17452650.000000 Penalty: 3845.481689
	Iteration 13Q: 3 clusters Score -1.745265e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114677 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -17454528.000000 Penalty: 3845.481689
	Iteration 14Q: 3 clusters Score -1.745453e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117754 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -17455778.000000 Penalty: 3845.481689
	Iteration 15Q: 3 clusters Score -1.745578e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121135 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -17456696.000000 Penalty: 3845.481689
	Iteration 16Q: 3 clusters Score -1.74567e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124530 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -17457346.000000 Penalty: 3845.481689
	Iteration 17Q: 3 clusters Score -1.745735e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127679 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -17457992.000000 Penalty: 3845.481689
	Iteration 18Q: 3 clusters Score -1.745799e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130280 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -17458424.000000 Penalty: 3845.481689
	Iteration 19Q: 3 clusters Score -1.745842e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132319 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -17458456.000000 Penalty: 3845.481689
	Iteration 20F: 3 clusters Score -1.745846e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133741 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -17458412.000000 Penalty: 3845.481689
	Iteration 21Q: 3 clusters Score -1.745841e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134719 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -17458326.000000 Penalty: 3845.481689
	Iteration 22Q: 3 clusters Score -1.745833e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135396 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -17458214.000000 Penalty: 3845.481689
	Iteration 23Q: 3 clusters Score -1.745821e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135834 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -17458114.000000 Penalty: 3845.481689
	Iteration 24Q: 3 clusters Score -1.745811e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136120 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -17458058.000000 Penalty: 3845.481689
	Iteration 25Q: 3 clusters Score -1.745806e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136319 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -17458052.000000 Penalty: 3845.481689
	Iteration 26Q: 3 clusters Score -1.745805e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136451 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -17458048.000000 Penalty: 3845.481689
	Iteration 27Q: 3 clusters Score -1.745805e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136551 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -17458046.000000 Penalty: 3845.481689
	Iteration 28Q: 3 clusters Score -1.745805e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136620 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -17458054.000000 Penalty: 3845.481689
	Iteration 29Q: 3 clusters Score -1.745805e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136654 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -17458044.000000 Penalty: 3845.481689
	Iteration 30Q: 3 clusters Score -1.745804e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136687 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -17458030.000000 Penalty: 3845.481689
	Iteration 31Q: 3 clusters Score -1.745803e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136707 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -17458034.000000 Penalty: 3845.481689
	Iteration 32Q: 3 clusters Score -1.745803e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136721 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -17458010.000000 Penalty: 3845.481689
	Iteration 33Q: 3 clusters Score -1.745801e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136732 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -17458018.000000 Penalty: 3845.481689
	Iteration 34Q: 3 clusters Score -1.745802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136750 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -17458038.000000 Penalty: 3845.481689
	Iteration 35Q: 3 clusters Score -1.745804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136761 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -17458040.000000 Penalty: 3845.481689
	Iteration 36Q: 3 clusters Score -1.745804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136775 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -17458038.000000 Penalty: 3845.481689
	Iteration 37Q: 3 clusters Score -1.745804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136786 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -17458018.000000 Penalty: 3845.481689
	Iteration 38Q: 3 clusters Score -1.745802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136799 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -17458028.000000 Penalty: 3845.481689
	Iteration 39Q: 3 clusters Score -1.745803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136810 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -17458038.000000 Penalty: 3845.481689
	Iteration 40F: 3 clusters Score -1.745804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136816 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -17458030.000000 Penalty: 3845.481689
	Iteration 41Q: 3 clusters Score -1.745803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136828 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -17458048.000000 Penalty: 3845.481689
	Iteration 42Q: 3 clusters Score -1.745805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136839 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -17458034.000000 Penalty: 3845.481689
	Iteration 43Q: 3 clusters Score -1.745803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136847 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -17458062.000000 Penalty: 3845.481689
	Iteration 44Q: 3 clusters Score -1.745806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136853 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -17458068.000000 Penalty: 3845.481689
	Iteration 45Q: 3 clusters Score -1.745807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136857 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -17458086.000000 Penalty: 3845.481689
	Iteration 46Q: 3 clusters Score -1.745809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136860 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -17458080.000000 Penalty: 3845.481689
	Iteration 47Q: 3 clusters Score -1.745808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136862 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -17458082.000000 Penalty: 3845.481689
	Iteration 48Q: 3 clusters Score -1.745808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136864 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -17458084.000000 Penalty: 3845.481689
	Iteration 49Q: 3 clusters Score -1.745808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136867 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -17458078.000000 Penalty: 3845.481689
	Iteration 50Q: 3 clusters Score -1.745808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136869 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -17458082.000000 Penalty: 3845.481689
	Iteration 51Q: 3 clusters Score -1.745808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136870 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -17458070.000000 Penalty: 3845.481689
	Iteration 52Q: 3 clusters Score -1.745807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136871 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -17458072.000000 Penalty: 3845.481689
	Iteration 53Q: 3 clusters Score -1.745807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136872 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -17458074.000000 Penalty: 3845.481689
	Iteration 54Q: 3 clusters Score -1.745807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136871 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -17458086.000000 Penalty: 3845.481689
	Iteration 55Q: 3 clusters Score -1.745809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136872 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -17458086.000000 Penalty: 3845.481689
	Iteration 56Q: 3 clusters Score -1.745809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136871 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -17458074.000000 Penalty: 3845.481689
	Iteration 57Q: 3 clusters Score -1.745807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136871 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -17458070.000000 Penalty: 3845.481689
	Iteration 58Q: 3 clusters Score -1.745807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136873 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -17458080.000000 Penalty: 3845.481689
	Iteration 59Q: 3 clusters Score -1.745808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136873 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -17458082.000000 Penalty: 3845.481689
	Iteration 60F: 3 clusters Score -1.745808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136872 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -17458080.000000 Penalty: 3845.481689
	Iteration 61Q: 3 clusters Score -1.745808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136872 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -17458080.000000 Penalty: 3845.481689
	Iteration 62F: 3 clusters Score -1.745808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -10087.581055 Penalty: 815.307922
	Iteration 0F: 2 clusters Score -10087.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9586.593750 Penalty: 1630.615845
	Iteration 0F: 3 clusters Score -9586.594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9739.567383 Penalty: 1630.615845
	Iteration 1F: 3 clusters Score -9739.567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9770.987305 Penalty: 1630.615845
	Iteration 2Q: 3 clusters Score -9770.987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9793.806641 Penalty: 1630.615845
	Iteration 3Q: 3 clusters Score -9793.807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9814.833008 Penalty: 1630.615845
	Iteration 4Q: 3 clusters Score -9814.833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9831.368164 Penalty: 1630.615845
	Iteration 5Q: 3 clusters Score -9831.368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9857.525391 Penalty: 1630.615845
	Iteration 6Q: 3 clusters Score -9857.525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9925.207031 Penalty: 1630.615845
	Iteration 7Q: 3 clusters Score -9925.207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9932.793945 Penalty: 1630.615845
	Iteration 8Q: 3 clusters Score -9932.794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9939.270508 Penalty: 1630.615845
	Iteration 9Q: 3 clusters Score -9939.271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9939.270508 Penalty: 1630.615845
	Iteration 10F: 3 clusters Score -9939.271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83334 members 
Mstep: Class 3 contains 26307 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10258 members 
Mstep: Class 6 contains 116686 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118032 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40322 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27901 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60111 members 
Mstep: Class 26 contains 41628 members 
Mstep: Class 27 contains 10415 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23404 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30996 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137620 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108959680.000000 Penalty: 77880.085938
Iteration 399F: 36 clusters Score -1.089597e+08 nChanged 0
Entering ConstructFrom: 
Score: -108959680.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (6654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Entering Unmasked Estep 
Score: -836043.375000 Penalty: 1430.483276
	Iteration 0F: 2 clusters Score -836043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -831036.750000 Penalty: 2860.966553
	Iteration 0F: 3 clusters Score -831036.8 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -832579.250000 Penalty: 2860.966553
	Iteration 1F: 3 clusters Score -832579.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -832825.625000 Penalty: 2860.966553
	Iteration 2F: 3 clusters Score -832825.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -833045.500000 Penalty: 2860.966553
	Iteration 3F: 3 clusters Score -833045.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -833299.187500 Penalty: 2860.966553
	Iteration 4F: 3 clusters Score -833299.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -833525.687500 Penalty: 2860.966553
	Iteration 5F: 3 clusters Score -833525.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -833751.937500 Penalty: 2860.966553
	Iteration 6F: 3 clusters Score -833751.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -833955.125000 Penalty: 2860.966553
	Iteration 7Q: 3 clusters Score -833955.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -834093.812500 Penalty: 2860.966553
	Iteration 8Q: 3 clusters Score -834093.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -834189.125000 Penalty: 2860.966553
	Iteration 9Q: 3 clusters Score -834189.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -834256.750000 Penalty: 2860.966553
	Iteration 10Q: 3 clusters Score -834256.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -834295.000000 Penalty: 2860.966553
	Iteration 11Q: 3 clusters Score -834295 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -834322.000000 Penalty: 2860.966553
	Iteration 12Q: 3 clusters Score -834322 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -834344.000000 Penalty: 2860.966553
	Iteration 13Q: 3 clusters Score -834344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -834358.937500 Penalty: 2860.966553
	Iteration 14Q: 3 clusters Score -834358.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -834367.312500 Penalty: 2860.966553
	Iteration 15Q: 3 clusters Score -834367.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -834378.250000 Penalty: 2860.966553
	Iteration 16Q: 3 clusters Score -834378.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -834386.500000 Penalty: 2860.966553
	Iteration 17Q: 3 clusters Score -834386.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -834390.750000 Penalty: 2860.966553
	Iteration 18Q: 3 clusters Score -834390.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -834399.562500 Penalty: 2860.966553
	Iteration 19Q: 3 clusters Score -834399.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -834404.375000 Penalty: 2860.966553
	Iteration 20F: 3 clusters Score -834404.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -834410.937500 Penalty: 2860.966553
	Iteration 21Q: 3 clusters Score -834410.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -834416.500000 Penalty: 2860.966553
	Iteration 22Q: 3 clusters Score -834416.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -834422.250000 Penalty: 2860.966553
	Iteration 23Q: 3 clusters Score -834422.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -834427.562500 Penalty: 2860.966553
	Iteration 24Q: 3 clusters Score -834427.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -834435.312500 Penalty: 2860.966553
	Iteration 25Q: 3 clusters Score -834435.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -834439.562500 Penalty: 2860.966553
	Iteration 26Q: 3 clusters Score -834439.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -834444.937500 Penalty: 2860.966553
	Iteration 27Q: 3 clusters Score -834444.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -834446.937500 Penalty: 2860.966553
	Iteration 28Q: 3 clusters Score -834446.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -834450.500000 Penalty: 2860.966553
	Iteration 29Q: 3 clusters Score -834450.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -834455.000000 Penalty: 2860.966553
	Iteration 30Q: 3 clusters Score -834455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -834461.687500 Penalty: 2860.966553
	Iteration 31Q: 3 clusters Score -834461.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -834469.687500 Penalty: 2860.966553
	Iteration 32Q: 3 clusters Score -834469.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -834472.812500 Penalty: 2860.966553
	Iteration 33Q: 3 clusters Score -834472.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -834474.500000 Penalty: 2860.966553
	Iteration 34Q: 3 clusters Score -834474.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -834479.500000 Penalty: 2860.966553
	Iteration 35Q: 3 clusters Score -834479.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -834485.687500 Penalty: 2860.966553
	Iteration 36Q: 3 clusters Score -834485.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -834486.562500 Penalty: 2860.966553
	Iteration 37Q: 3 clusters Score -834486.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -834489.312500 Penalty: 2860.966553
	Iteration 38Q: 3 clusters Score -834489.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -834490.687500 Penalty: 2860.966553
	Iteration 39Q: 3 clusters Score -834490.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -834493.312500 Penalty: 2860.966553
	Iteration 40F: 3 clusters Score -834493.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -834491.750000 Penalty: 2860.966553
	Iteration 41Q: 3 clusters Score -834491.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -834491.937500 Penalty: 2860.966553
	Iteration 42Q: 3 clusters Score -834491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -834492.750000 Penalty: 2860.966553
	Iteration 43Q: 3 clusters Score -834492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -834494.062500 Penalty: 2860.966553
	Iteration 44Q: 3 clusters Score -834494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -834496.000000 Penalty: 2860.966553
	Iteration 45Q: 3 clusters Score -834496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -834496.125000 Penalty: 2860.966553
	Iteration 46Q: 3 clusters Score -834496.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -834496.250000 Penalty: 2860.966553
	Iteration 47Q: 3 clusters Score -834496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -834495.750000 Penalty: 2860.966553
	Iteration 48Q: 3 clusters Score -834495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -834498.125000 Penalty: 2860.966553
	Iteration 49Q: 3 clusters Score -834498.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -834497.937500 Penalty: 2860.966553
	Iteration 50Q: 3 clusters Score -834497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -834497.250000 Penalty: 2860.966553
	Iteration 51Q: 3 clusters Score -834497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -834499.875000 Penalty: 2860.966553
	Iteration 52Q: 3 clusters Score -834499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -834501.562500 Penalty: 2860.966553
	Iteration 53Q: 3 clusters Score -834501.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -834502.312500 Penalty: 2860.966553
	Iteration 54Q: 3 clusters Score -834502.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -834502.187500 Penalty: 2860.966553
	Iteration 55Q: 3 clusters Score -834502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -834501.875000 Penalty: 2860.966553
	Iteration 56Q: 3 clusters Score -834501.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -834502.500000 Penalty: 2860.966553
	Iteration 57Q: 3 clusters Score -834502.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -834503.125000 Penalty: 2860.966553
	Iteration 58Q: 3 clusters Score -834503.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -834502.812500 Penalty: 2860.966553
	Iteration 59Q: 3 clusters Score -834502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -834505.437500 Penalty: 2860.966553
	Iteration 60F: 3 clusters Score -834505.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -834506.812500 Penalty: 2860.966553
	Iteration 61Q: 3 clusters Score -834506.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -834509.125000 Penalty: 2860.966553
	Iteration 62Q: 3 clusters Score -834509.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -834508.875000 Penalty: 2860.966553
	Iteration 63Q: 3 clusters Score -834508.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -834511.687500 Penalty: 2860.966553
	Iteration 64Q: 3 clusters Score -834511.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -834513.812500 Penalty: 2860.966553
	Iteration 65Q: 3 clusters Score -834513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -834516.187500 Penalty: 2860.966553
	Iteration 66Q: 3 clusters Score -834516.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -834517.312500 Penalty: 2860.966553
	Iteration 67Q: 3 clusters Score -834517.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -834516.875000 Penalty: 2860.966553
	Iteration 68Q: 3 clusters Score -834516.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -834517.437500 Penalty: 2860.966553
	Iteration 69Q: 3 clusters Score -834517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -834519.312500 Penalty: 2860.966553
	Iteration 70Q: 3 clusters Score -834519.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -834519.500000 Penalty: 2860.966553
	Iteration 71Q: 3 clusters Score -834519.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -834522.375000 Penalty: 2860.966553
	Iteration 72Q: 3 clusters Score -834522.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -834524.500000 Penalty: 2860.966553
	Iteration 73Q: 3 clusters Score -834524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -834523.750000 Penalty: 2860.966553
	Iteration 74Q: 3 clusters Score -834523.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -834523.062500 Penalty: 2860.966553
	Iteration 75Q: 3 clusters Score -834523.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -834523.687500 Penalty: 2860.966553
	Iteration 76Q: 3 clusters Score -834523.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -834526.375000 Penalty: 2860.966553
	Iteration 77Q: 3 clusters Score -834526.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -834525.562500 Penalty: 2860.966553
	Iteration 78Q: 3 clusters Score -834525.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -834528.250000 Penalty: 2860.966553
	Iteration 79Q: 3 clusters Score -834528.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -834529.125000 Penalty: 2860.966553
	Iteration 80F: 3 clusters Score -834529.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -834530.187500 Penalty: 2860.966553
	Iteration 81Q: 3 clusters Score -834530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -834530.125000 Penalty: 2860.966553
	Iteration 82Q: 3 clusters Score -834530.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -834532.125000 Penalty: 2860.966553
	Iteration 83Q: 3 clusters Score -834532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -834532.937500 Penalty: 2860.966553
	Iteration 84Q: 3 clusters Score -834532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -834532.875000 Penalty: 2860.966553
	Iteration 85Q: 3 clusters Score -834532.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -834532.875000 Penalty: 2860.966553
	Iteration 86F: 3 clusters Score -834532.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Entering Unmasked Estep 
Score: -10681264.000000 Penalty: 1841.224487
	Iteration 0F: 2 clusters Score -1.068126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -10626463.000000 Penalty: 3682.448975
	Iteration 0F: 3 clusters Score -1.062646e+07 nChanged 39595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -10649048.000000 Penalty: 3682.448975
	Iteration 1F: 3 clusters Score -1.064905e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -10649664.000000 Penalty: 3682.448975
	Iteration 2Q: 3 clusters Score -1.064966e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -10650455.000000 Penalty: 3682.448975
	Iteration 3Q: 3 clusters Score -1.065046e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -10651673.000000 Penalty: 3682.448975
	Iteration 4Q: 3 clusters Score -1.065167e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -10653851.000000 Penalty: 3682.448975
	Iteration 5F: 3 clusters Score -1.065385e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 58742 members 
Entering Unmasked Estep 
Score: -10657707.000000 Penalty: 3682.448975
	Iteration 6F: 3 clusters Score -1.065771e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 65895 members 
Entering Unmasked Estep 
Score: -10663581.000000 Penalty: 3682.448975
	Iteration 7F: 3 clusters Score -1.066358e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -10669986.000000 Penalty: 3682.448975
	Iteration 8F: 3 clusters Score -1.066999e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -10674958.000000 Penalty: 3682.448975
	Iteration 9F: 3 clusters Score -1.067496e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 81221 members 
Entering Unmasked Estep 
Score: -10677804.000000 Penalty: 3682.448975
	Iteration 10Q: 3 clusters Score -1.06778e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
Score: -10678915.000000 Penalty: 3682.448975
	Iteration 11Q: 3 clusters Score -1.067892e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 82941 members 
Entering Unmasked Estep 
Score: -10679363.000000 Penalty: 3682.448975
	Iteration 12Q: 3 clusters Score -1.067936e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -10679522.000000 Penalty: 3682.448975
	Iteration 13Q: 3 clusters Score -1.067952e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 83096 members 
Entering Unmasked Estep 
Score: -10679575.000000 Penalty: 3682.448975
	Iteration 14Q: 3 clusters Score -1.067958e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -10679582.000000 Penalty: 3682.448975
	Iteration 15Q: 3 clusters Score -1.067958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -10679607.000000 Penalty: 3682.448975
	Iteration 16Q: 3 clusters Score -1.067961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -10679635.000000 Penalty: 3682.448975
	Iteration 17Q: 3 clusters Score -1.067964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -10679650.000000 Penalty: 3682.448975
	Iteration 18Q: 3 clusters Score -1.067965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 83129 members 
Entering Unmasked Estep 
Score: -10679660.000000 Penalty: 3682.448975
	Iteration 19Q: 3 clusters Score -1.067966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -10679663.000000 Penalty: 3682.448975
	Iteration 20F: 3 clusters Score -1.067966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 83134 members 
Entering Unmasked Estep 
Score: -10679668.000000 Penalty: 3682.448975
	Iteration 21Q: 3 clusters Score -1.067967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 83133 members 
Entering Unmasked Estep 
Score: -10679675.000000 Penalty: 3682.448975
	Iteration 22Q: 3 clusters Score -1.067968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -10679680.000000 Penalty: 3682.448975
	Iteration 23Q: 3 clusters Score -1.067968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -10679688.000000 Penalty: 3682.448975
	Iteration 24Q: 3 clusters Score -1.067969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 83133 members 
Entering Unmasked Estep 
Score: -10679705.000000 Penalty: 3682.448975
	Iteration 25Q: 3 clusters Score -1.06797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 83134 members 
Entering Unmasked Estep 
Score: -10679704.000000 Penalty: 3682.448975
	Iteration 26Q: 3 clusters Score -1.06797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 83134 members 
Entering Unmasked Estep 
Score: -10679704.000000 Penalty: 3682.448975
	Iteration 27Q: 3 clusters Score -1.06797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 83134 members 
Entering Unmasked Estep 
Score: -10679704.000000 Penalty: 3682.448975
	Iteration 28F: 3 clusters Score -1.06797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Entering Unmasked Estep 
Score: -3352861.000000 Penalty: 1653.858398
	Iteration 0F: 2 clusters Score -3352861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3335110.250000 Penalty: 3307.716797
	Iteration 0F: 3 clusters Score -3335110 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3341900.000000 Penalty: 3307.716797
	Iteration 1F: 3 clusters Score -3341900 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3342225.500000 Penalty: 3307.716797
	Iteration 2Q: 3 clusters Score -3342226 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3342513.750000 Penalty: 3307.716797
	Iteration 3Q: 3 clusters Score -3342514 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3342907.500000 Penalty: 3307.716797
	Iteration 4Q: 3 clusters Score -3342908 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3343390.250000 Penalty: 3307.716797
	Iteration 5Q: 3 clusters Score -3343390 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -3344073.500000 Penalty: 3307.716797
	Iteration 6Q: 3 clusters Score -3344074 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -3345033.500000 Penalty: 3307.716797
	Iteration 7F: 3 clusters Score -3345034 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3346311.750000 Penalty: 3307.716797
	Iteration 8F: 3 clusters Score -3346312 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -3347699.250000 Penalty: 3307.716797
	Iteration 9F: 3 clusters Score -3347699 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3349019.750000 Penalty: 3307.716797
	Iteration 10F: 3 clusters Score -3349020 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3350019.000000 Penalty: 3307.716797
	Iteration 11Q: 3 clusters Score -3350019 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -3350689.500000 Penalty: 3307.716797
	Iteration 12Q: 3 clusters Score -3350690 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -3351045.000000 Penalty: 3307.716797
	Iteration 13Q: 3 clusters Score -3351045 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3351206.250000 Penalty: 3307.716797
	Iteration 14Q: 3 clusters Score -3351206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3351282.750000 Penalty: 3307.716797
	Iteration 15Q: 3 clusters Score -3351283 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3351333.500000 Penalty: 3307.716797
	Iteration 16Q: 3 clusters Score -3351334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -3351375.500000 Penalty: 3307.716797
	Iteration 17Q: 3 clusters Score -3351376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3351405.500000 Penalty: 3307.716797
	Iteration 18Q: 3 clusters Score -3351406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3351421.250000 Penalty: 3307.716797
	Iteration 19Q: 3 clusters Score -3351421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3351419.500000 Penalty: 3307.716797
	Iteration 20F: 3 clusters Score -3351420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3351424.000000 Penalty: 3307.716797
	Iteration 21Q: 3 clusters Score -3351424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3351421.250000 Penalty: 3307.716797
	Iteration 22Q: 3 clusters Score -3351421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3351427.750000 Penalty: 3307.716797
	Iteration 23Q: 3 clusters Score -3351428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -3351433.500000 Penalty: 3307.716797
	Iteration 24Q: 3 clusters Score -3351434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -3351437.500000 Penalty: 3307.716797
	Iteration 25Q: 3 clusters Score -3351438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3351440.250000 Penalty: 3307.716797
	Iteration 26Q: 3 clusters Score -3351440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3351441.000000 Penalty: 3307.716797
	Iteration 27Q: 3 clusters Score -3351441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -3351441.500000 Penalty: 3307.716797
	Iteration 28Q: 3 clusters Score -3351442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3351445.750000 Penalty: 3307.716797
	Iteration 29Q: 3 clusters Score -3351446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -3351446.750000 Penalty: 3307.716797
	Iteration 30Q: 3 clusters Score -3351447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -3351446.750000 Penalty: 3307.716797
	Iteration 31F: 3 clusters Score -3351447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -166987.000000 Penalty: 1175.319214
	Iteration 0F: 2 clusters Score -166987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -165252.078125 Penalty: 2350.638428
	Iteration 0F: 3 clusters Score -165252.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -165598.531250 Penalty: 2350.638428
	Iteration 1F: 3 clusters Score -165598.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -165723.656250 Penalty: 2350.638428
	Iteration 2F: 3 clusters Score -165723.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165799.093750 Penalty: 2350.638428
	Iteration 3Q: 3 clusters Score -165799.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -165840.671875 Penalty: 2350.638428
	Iteration 4Q: 3 clusters Score -165840.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -165874.031250 Penalty: 2350.638428
	Iteration 5Q: 3 clusters Score -165874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -165904.562500 Penalty: 2350.638428
	Iteration 6Q: 3 clusters Score -165904.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -165925.734375 Penalty: 2350.638428
	Iteration 7Q: 3 clusters Score -165925.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -165940.531250 Penalty: 2350.638428
	Iteration 8Q: 3 clusters Score -165940.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -165955.406250 Penalty: 2350.638428
	Iteration 9Q: 3 clusters Score -165955.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -165960.578125 Penalty: 2350.638428
	Iteration 10Q: 3 clusters Score -165960.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -165967.531250 Penalty: 2350.638428
	Iteration 11Q: 3 clusters Score -165967.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -165973.000000 Penalty: 2350.638428
	Iteration 12Q: 3 clusters Score -165973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -165978.765625 Penalty: 2350.638428
	Iteration 13Q: 3 clusters Score -165978.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -165984.781250 Penalty: 2350.638428
	Iteration 14Q: 3 clusters Score -165984.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -165988.453125 Penalty: 2350.638428
	Iteration 15Q: 3 clusters Score -165988.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -165993.140625 Penalty: 2350.638428
	Iteration 16Q: 3 clusters Score -165993.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -165995.421875 Penalty: 2350.638428
	Iteration 17Q: 3 clusters Score -165995.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -165997.812500 Penalty: 2350.638428
	Iteration 18Q: 3 clusters Score -165997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -165998.437500 Penalty: 2350.638428
	Iteration 19Q: 3 clusters Score -165998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -165998.875000 Penalty: 2350.638428
	Iteration 20F: 3 clusters Score -165998.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Entering Unmasked Estep 
Score: -1247672.750000 Penalty: 1500.819580
	Iteration 0F: 2 clusters Score -1247673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1240395.750000 Penalty: 3001.639160
	Iteration 0F: 3 clusters Score -1240396 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1242839.250000 Penalty: 3001.639160
	Iteration 1F: 3 clusters Score -1242839 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1243078.500000 Penalty: 3001.639160
	Iteration 2F: 3 clusters Score -1243078 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1243273.750000 Penalty: 3001.639160
	Iteration 3Q: 3 clusters Score -1243274 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1243425.875000 Penalty: 3001.639160
	Iteration 4Q: 3 clusters Score -1243426 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1243585.250000 Penalty: 3001.639160
	Iteration 5Q: 3 clusters Score -1243585 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1243755.375000 Penalty: 3001.639160
	Iteration 6Q: 3 clusters Score -1243755 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1243921.125000 Penalty: 3001.639160
	Iteration 7Q: 3 clusters Score -1243921 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1244089.625000 Penalty: 3001.639160
	Iteration 8Q: 3 clusters Score -1244090 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1244285.375000 Penalty: 3001.639160
	Iteration 9Q: 3 clusters Score -1244285 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1244541.250000 Penalty: 3001.639160
	Iteration 10Q: 3 clusters Score -1244541 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1244817.750000 Penalty: 3001.639160
	Iteration 11Q: 3 clusters Score -1244818 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1245160.875000 Penalty: 3001.639160
	Iteration 12Q: 3 clusters Score -1245161 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1245480.000000 Penalty: 3001.639160
	Iteration 13Q: 3 clusters Score -1245480 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1245711.750000 Penalty: 3001.639160
	Iteration 14Q: 3 clusters Score -1245712 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1245879.750000 Penalty: 3001.639160
	Iteration 15Q: 3 clusters Score -1245880 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1246020.250000 Penalty: 3001.639160
	Iteration 16Q: 3 clusters Score -1246020 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1246148.875000 Penalty: 3001.639160
	Iteration 17Q: 3 clusters Score -1246149 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1246231.375000 Penalty: 3001.639160
	Iteration 18Q: 3 clusters Score -1246231 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1246282.625000 Penalty: 3001.639160
	Iteration 19Q: 3 clusters Score -1246283 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1246304.375000 Penalty: 3001.639160
	Iteration 20F: 3 clusters Score -1246304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1246323.250000 Penalty: 3001.639160
	Iteration 21Q: 3 clusters Score -1246323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1246334.125000 Penalty: 3001.639160
	Iteration 22Q: 3 clusters Score -1246334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1246342.125000 Penalty: 3001.639160
	Iteration 23Q: 3 clusters Score -1246342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1246350.500000 Penalty: 3001.639160
	Iteration 24Q: 3 clusters Score -1246350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1246363.625000 Penalty: 3001.639160
	Iteration 25Q: 3 clusters Score -1246364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1246365.875000 Penalty: 3001.639160
	Iteration 26Q: 3 clusters Score -1246366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1246372.750000 Penalty: 3001.639160
	Iteration 27Q: 3 clusters Score -1246373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1246377.125000 Penalty: 3001.639160
	Iteration 28Q: 3 clusters Score -1246377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1246384.625000 Penalty: 3001.639160
	Iteration 29Q: 3 clusters Score -1246385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1246393.250000 Penalty: 3001.639160
	Iteration 30Q: 3 clusters Score -1246393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1246399.750000 Penalty: 3001.639160
	Iteration 31Q: 3 clusters Score -1246400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1246404.250000 Penalty: 3001.639160
	Iteration 32Q: 3 clusters Score -1246404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1246409.000000 Penalty: 3001.639160
	Iteration 33Q: 3 clusters Score -1246409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1246413.375000 Penalty: 3001.639160
	Iteration 34Q: 3 clusters Score -1246413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1246414.875000 Penalty: 3001.639160
	Iteration 35Q: 3 clusters Score -1246415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1246414.750000 Penalty: 3001.639160
	Iteration 36Q: 3 clusters Score -1246415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1246416.125000 Penalty: 3001.639160
	Iteration 37Q: 3 clusters Score -1246416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1246417.875000 Penalty: 3001.639160
	Iteration 38Q: 3 clusters Score -1246418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1246419.375000 Penalty: 3001.639160
	Iteration 39Q: 3 clusters Score -1246419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1246418.250000 Penalty: 3001.639160
	Iteration 40F: 3 clusters Score -1246418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1246419.750000 Penalty: 3001.639160
	Iteration 41Q: 3 clusters Score -1246420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1246418.750000 Penalty: 3001.639160
	Iteration 42Q: 3 clusters Score -1246419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1246418.750000 Penalty: 3001.639160
	Iteration 43F: 3 clusters Score -1246419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (116686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116686 members 
Entering Unmasked Estep 
Score: -14914347.000000 Penalty: 1895.926880
	Iteration 0F: 2 clusters Score -1.491435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -14837313.000000 Penalty: 3791.853760
	Iteration 0F: 3 clusters Score -1.483731e+07 nChanged 55875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -14870214.000000 Penalty: 3791.853760
	Iteration 1F: 3 clusters Score -1.487021e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -14871403.000000 Penalty: 3791.853760
	Iteration 2Q: 3 clusters Score -1.48714e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -14873248.000000 Penalty: 3791.853760
	Iteration 3Q: 3 clusters Score -1.487325e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71723 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -14876022.000000 Penalty: 3791.853760
	Iteration 4Q: 3 clusters Score -1.487602e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77218 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -14880333.000000 Penalty: 3791.853760
	Iteration 5F: 3 clusters Score -1.488033e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -14885505.000000 Penalty: 3791.853760
	Iteration 6F: 3 clusters Score -1.48855e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88538 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -14890895.000000 Penalty: 3791.853760
	Iteration 7F: 3 clusters Score -1.48909e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -14894599.000000 Penalty: 3791.853760
	Iteration 8Q: 3 clusters Score -1.48946e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -14896992.000000 Penalty: 3791.853760
	Iteration 9Q: 3 clusters Score -1.489699e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96333 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -14898255.000000 Penalty: 3791.853760
	Iteration 10Q: 3 clusters Score -1.489826e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97918 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -14899268.000000 Penalty: 3791.853760
	Iteration 11Q: 3 clusters Score -1.489927e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99407 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -14900031.000000 Penalty: 3791.853760
	Iteration 12Q: 3 clusters Score -1.490003e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -14900781.000000 Penalty: 3791.853760
	Iteration 13Q: 3 clusters Score -1.490078e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102222 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -14901522.000000 Penalty: 3791.853760
	Iteration 14Q: 3 clusters Score -1.490152e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103588 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -14902335.000000 Penalty: 3791.853760
	Iteration 15Q: 3 clusters Score -1.490234e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104946 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -14903109.000000 Penalty: 3791.853760
	Iteration 16Q: 3 clusters Score -1.490311e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106317 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -14903984.000000 Penalty: 3791.853760
	Iteration 17Q: 3 clusters Score -1.490398e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107594 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -14904834.000000 Penalty: 3791.853760
	Iteration 18Q: 3 clusters Score -1.490483e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108800 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -14905677.000000 Penalty: 3791.853760
	Iteration 19Q: 3 clusters Score -1.490568e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109963 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -14906758.000000 Penalty: 3791.853760
	Iteration 20F: 3 clusters Score -1.490676e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111088 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -14907981.000000 Penalty: 3791.853760
	Iteration 21Q: 3 clusters Score -1.490798e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112140 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -14908952.000000 Penalty: 3791.853760
	Iteration 22Q: 3 clusters Score -1.490895e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113095 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -14909845.000000 Penalty: 3791.853760
	Iteration 23Q: 3 clusters Score -1.490984e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113928 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -14910631.000000 Penalty: 3791.853760
	Iteration 24Q: 3 clusters Score -1.491063e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114660 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -14911270.000000 Penalty: 3791.853760
	Iteration 25Q: 3 clusters Score -1.491127e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115215 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -14911741.000000 Penalty: 3791.853760
	Iteration 26Q: 3 clusters Score -1.491174e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115615 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -14912068.000000 Penalty: 3791.853760
	Iteration 27Q: 3 clusters Score -1.491207e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115868 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14912294.000000 Penalty: 3791.853760
	Iteration 28Q: 3 clusters Score -1.491229e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116034 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14912431.000000 Penalty: 3791.853760
	Iteration 29Q: 3 clusters Score -1.491243e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116125 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -14912531.000000 Penalty: 3791.853760
	Iteration 30Q: 3 clusters Score -1.491253e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116167 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -14912564.000000 Penalty: 3791.853760
	Iteration 31Q: 3 clusters Score -1.491256e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116198 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -14912595.000000 Penalty: 3791.853760
	Iteration 32Q: 3 clusters Score -1.49126e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116231 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -14912624.000000 Penalty: 3791.853760
	Iteration 33Q: 3 clusters Score -1.491262e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116253 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -14912643.000000 Penalty: 3791.853760
	Iteration 34Q: 3 clusters Score -1.491264e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116269 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -14912646.000000 Penalty: 3791.853760
	Iteration 35Q: 3 clusters Score -1.491265e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116283 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -14912661.000000 Penalty: 3791.853760
	Iteration 36Q: 3 clusters Score -1.491266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116293 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -14912660.000000 Penalty: 3791.853760
	Iteration 37Q: 3 clusters Score -1.491266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116298 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -14912647.000000 Penalty: 3791.853760
	Iteration 38Q: 3 clusters Score -1.491265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116302 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -14912665.000000 Penalty: 3791.853760
	Iteration 39Q: 3 clusters Score -1.491266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116310 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -14912672.000000 Penalty: 3791.853760
	Iteration 40F: 3 clusters Score -1.491267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116311 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -14912670.000000 Penalty: 3791.853760
	Iteration 41Q: 3 clusters Score -1.491267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116313 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -14912678.000000 Penalty: 3791.853760
	Iteration 42Q: 3 clusters Score -1.491268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116317 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -14912687.000000 Penalty: 3791.853760
	Iteration 43Q: 3 clusters Score -1.491269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116320 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -14912689.000000 Penalty: 3791.853760
	Iteration 44Q: 3 clusters Score -1.491269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116322 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -14912686.000000 Penalty: 3791.853760
	Iteration 45Q: 3 clusters Score -1.491269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116327 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -14912697.000000 Penalty: 3791.853760
	Iteration 46Q: 3 clusters Score -1.49127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116330 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -14912699.000000 Penalty: 3791.853760
	Iteration 47Q: 3 clusters Score -1.49127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116333 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -14912701.000000 Penalty: 3791.853760
	Iteration 48Q: 3 clusters Score -1.49127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116335 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14912712.000000 Penalty: 3791.853760
	Iteration 49Q: 3 clusters Score -1.491271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116337 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14912706.000000 Penalty: 3791.853760
	Iteration 50Q: 3 clusters Score -1.491271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116338 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14912702.000000 Penalty: 3791.853760
	Iteration 51Q: 3 clusters Score -1.49127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116339 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -14912701.000000 Penalty: 3791.853760
	Iteration 52Q: 3 clusters Score -1.49127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116338 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14912706.000000 Penalty: 3791.853760
	Iteration 53Q: 3 clusters Score -1.491271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116338 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14912706.000000 Penalty: 3791.853760
	Iteration 54F: 3 clusters Score -1.491271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Entering Unmasked Estep 
Score: -586812.187500 Penalty: 1388.404907
	Iteration 0F: 2 clusters Score -586812.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -582818.000000 Penalty: 2776.809814
	Iteration 0F: 3 clusters Score -582818 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -584043.812500 Penalty: 2776.809814
	Iteration 1F: 3 clusters Score -584043.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -584371.750000 Penalty: 2776.809814
	Iteration 2F: 3 clusters Score -584371.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -584621.875000 Penalty: 2776.809814
	Iteration 3F: 3 clusters Score -584621.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -584801.000000 Penalty: 2776.809814
	Iteration 4F: 3 clusters Score -584801 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -584949.250000 Penalty: 2776.809814
	Iteration 5Q: 3 clusters Score -584949.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -585038.687500 Penalty: 2776.809814
	Iteration 6Q: 3 clusters Score -585038.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -585093.937500 Penalty: 2776.809814
	Iteration 7Q: 3 clusters Score -585093.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -585144.562500 Penalty: 2776.809814
	Iteration 8Q: 3 clusters Score -585144.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -585193.812500 Penalty: 2776.809814
	Iteration 9Q: 3 clusters Score -585193.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -585230.937500 Penalty: 2776.809814
	Iteration 10Q: 3 clusters Score -585230.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -585265.500000 Penalty: 2776.809814
	Iteration 11Q: 3 clusters Score -585265.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -585298.937500 Penalty: 2776.809814
	Iteration 12Q: 3 clusters Score -585298.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -585331.625000 Penalty: 2776.809814
	Iteration 13Q: 3 clusters Score -585331.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -585361.250000 Penalty: 2776.809814
	Iteration 14Q: 3 clusters Score -585361.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -585389.875000 Penalty: 2776.809814
	Iteration 15Q: 3 clusters Score -585389.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -585418.187500 Penalty: 2776.809814
	Iteration 16Q: 3 clusters Score -585418.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -585432.312500 Penalty: 2776.809814
	Iteration 17Q: 3 clusters Score -585432.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -585438.750000 Penalty: 2776.809814
	Iteration 18Q: 3 clusters Score -585438.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -585446.375000 Penalty: 2776.809814
	Iteration 19Q: 3 clusters Score -585446.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -585452.187500 Penalty: 2776.809814
	Iteration 20F: 3 clusters Score -585452.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -585457.625000 Penalty: 2776.809814
	Iteration 21Q: 3 clusters Score -585457.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -585465.375000 Penalty: 2776.809814
	Iteration 22Q: 3 clusters Score -585465.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -585473.687500 Penalty: 2776.809814
	Iteration 23Q: 3 clusters Score -585473.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -585480.375000 Penalty: 2776.809814
	Iteration 24Q: 3 clusters Score -585480.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -585486.625000 Penalty: 2776.809814
	Iteration 25Q: 3 clusters Score -585486.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -585495.500000 Penalty: 2776.809814
	Iteration 26Q: 3 clusters Score -585495.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -585504.312500 Penalty: 2776.809814
	Iteration 27Q: 3 clusters Score -585504.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -585514.000000 Penalty: 2776.809814
	Iteration 28Q: 3 clusters Score -585514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -585524.687500 Penalty: 2776.809814
	Iteration 29Q: 3 clusters Score -585524.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -585529.750000 Penalty: 2776.809814
	Iteration 30Q: 3 clusters Score -585529.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -585534.500000 Penalty: 2776.809814
	Iteration 31Q: 3 clusters Score -585534.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -585538.937500 Penalty: 2776.809814
	Iteration 32Q: 3 clusters Score -585538.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -585544.750000 Penalty: 2776.809814
	Iteration 33Q: 3 clusters Score -585544.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -585550.562500 Penalty: 2776.809814
	Iteration 34Q: 3 clusters Score -585550.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -585552.625000 Penalty: 2776.809814
	Iteration 35Q: 3 clusters Score -585552.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -585555.312500 Penalty: 2776.809814
	Iteration 36Q: 3 clusters Score -585555.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -585557.937500 Penalty: 2776.809814
	Iteration 37Q: 3 clusters Score -585557.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -585560.625000 Penalty: 2776.809814
	Iteration 38Q: 3 clusters Score -585560.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -585560.875000 Penalty: 2776.809814
	Iteration 39Q: 3 clusters Score -585560.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -585564.500000 Penalty: 2776.809814
	Iteration 40F: 3 clusters Score -585564.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -585564.437500 Penalty: 2776.809814
	Iteration 41Q: 3 clusters Score -585564.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -585566.062500 Penalty: 2776.809814
	Iteration 42Q: 3 clusters Score -585566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -585568.625000 Penalty: 2776.809814
	Iteration 43Q: 3 clusters Score -585568.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -585568.812500 Penalty: 2776.809814
	Iteration 44Q: 3 clusters Score -585568.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -585571.250000 Penalty: 2776.809814
	Iteration 45Q: 3 clusters Score -585571.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -585573.312500 Penalty: 2776.809814
	Iteration 46Q: 3 clusters Score -585573.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -585575.375000 Penalty: 2776.809814
	Iteration 47Q: 3 clusters Score -585575.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -585578.312500 Penalty: 2776.809814
	Iteration 48Q: 3 clusters Score -585578.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -585582.500000 Penalty: 2776.809814
	Iteration 49Q: 3 clusters Score -585582.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -585586.687500 Penalty: 2776.809814
	Iteration 50Q: 3 clusters Score -585586.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -585593.375000 Penalty: 2776.809814
	Iteration 51Q: 3 clusters Score -585593.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -585601.875000 Penalty: 2776.809814
	Iteration 52Q: 3 clusters Score -585601.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -585611.125000 Penalty: 2776.809814
	Iteration 53Q: 3 clusters Score -585611.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -585620.625000 Penalty: 2776.809814
	Iteration 54Q: 3 clusters Score -585620.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -585627.812500 Penalty: 2776.809814
	Iteration 55Q: 3 clusters Score -585627.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -585638.750000 Penalty: 2776.809814
	Iteration 56Q: 3 clusters Score -585638.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -585647.937500 Penalty: 2776.809814
	Iteration 57Q: 3 clusters Score -585647.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -585657.625000 Penalty: 2776.809814
	Iteration 58Q: 3 clusters Score -585657.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -585669.125000 Penalty: 2776.809814
	Iteration 59Q: 3 clusters Score -585669.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -585675.625000 Penalty: 2776.809814
	Iteration 60F: 3 clusters Score -585675.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -585685.625000 Penalty: 2776.809814
	Iteration 61Q: 3 clusters Score -585685.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -585693.875000 Penalty: 2776.809814
	Iteration 62Q: 3 clusters Score -585693.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -585700.250000 Penalty: 2776.809814
	Iteration 63Q: 3 clusters Score -585700.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -585703.062500 Penalty: 2776.809814
	Iteration 64Q: 3 clusters Score -585703.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -585707.687500 Penalty: 2776.809814
	Iteration 65Q: 3 clusters Score -585707.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -585713.000000 Penalty: 2776.809814
	Iteration 66Q: 3 clusters Score -585713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -585716.437500 Penalty: 2776.809814
	Iteration 67Q: 3 clusters Score -585716.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -585717.562500 Penalty: 2776.809814
	Iteration 68Q: 3 clusters Score -585717.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -585722.687500 Penalty: 2776.809814
	Iteration 69Q: 3 clusters Score -585722.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -585723.562500 Penalty: 2776.809814
	Iteration 70Q: 3 clusters Score -585723.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -585727.000000 Penalty: 2776.809814
	Iteration 71Q: 3 clusters Score -585727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -585733.937500 Penalty: 2776.809814
	Iteration 72Q: 3 clusters Score -585733.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -585740.125000 Penalty: 2776.809814
	Iteration 73Q: 3 clusters Score -585740.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -585746.500000 Penalty: 2776.809814
	Iteration 74Q: 3 clusters Score -585746.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -585752.062500 Penalty: 2776.809814
	Iteration 75Q: 3 clusters Score -585752.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -585759.625000 Penalty: 2776.809814
	Iteration 76Q: 3 clusters Score -585759.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -585764.625000 Penalty: 2776.809814
	Iteration 77Q: 3 clusters Score -585764.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -585768.875000 Penalty: 2776.809814
	Iteration 78Q: 3 clusters Score -585768.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -585774.125000 Penalty: 2776.809814
	Iteration 79Q: 3 clusters Score -585774.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -585778.250000 Penalty: 2776.809814
	Iteration 80F: 3 clusters Score -585778.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -585783.562500 Penalty: 2776.809814
	Iteration 81Q: 3 clusters Score -585783.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -585788.500000 Penalty: 2776.809814
	Iteration 82Q: 3 clusters Score -585788.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -585793.062500 Penalty: 2776.809814
	Iteration 83Q: 3 clusters Score -585793.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -585801.375000 Penalty: 2776.809814
	Iteration 84Q: 3 clusters Score -585801.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -585806.812500 Penalty: 2776.809814
	Iteration 85Q: 3 clusters Score -585806.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -585810.000000 Penalty: 2776.809814
	Iteration 86Q: 3 clusters Score -585810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -585812.437500 Penalty: 2776.809814
	Iteration 87Q: 3 clusters Score -585812.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -585819.437500 Penalty: 2776.809814
	Iteration 88Q: 3 clusters Score -585819.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -585826.000000 Penalty: 2776.809814
	Iteration 89Q: 3 clusters Score -585826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -585834.812500 Penalty: 2776.809814
	Iteration 90Q: 3 clusters Score -585834.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -585848.187500 Penalty: 2776.809814
	Iteration 91Q: 3 clusters Score -585848.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -585867.437500 Penalty: 2776.809814
	Iteration 92Q: 3 clusters Score -585867.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -585887.437500 Penalty: 2776.809814
	Iteration 93Q: 3 clusters Score -585887.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -585919.937500 Penalty: 2776.809814
	Iteration 94Q: 3 clusters Score -585919.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -585961.437500 Penalty: 2776.809814
	Iteration 95Q: 3 clusters Score -585961.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -585999.250000 Penalty: 2776.809814
	Iteration 96Q: 3 clusters Score -585999.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -586049.625000 Penalty: 2776.809814
	Iteration 97Q: 3 clusters Score -586049.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -586122.000000 Penalty: 2776.809814
	Iteration 98Q: 3 clusters Score -586122 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -586209.062500 Penalty: 2776.809814
	Iteration 99Q: 3 clusters Score -586209.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -586293.625000 Penalty: 2776.809814
	Iteration 100F: 3 clusters Score -586293.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -586381.750000 Penalty: 2776.809814
	Iteration 101Q: 3 clusters Score -586381.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -586487.312500 Penalty: 2776.809814
	Iteration 102Q: 3 clusters Score -586487.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -586573.250000 Penalty: 2776.809814
	Iteration 103Q: 3 clusters Score -586573.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -586617.375000 Penalty: 2776.809814
	Iteration 104Q: 3 clusters Score -586617.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -586640.062500 Penalty: 2776.809814
	Iteration 105Q: 3 clusters Score -586640.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -586659.312500 Penalty: 2776.809814
	Iteration 106Q: 3 clusters Score -586659.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -586676.812500 Penalty: 2776.809814
	Iteration 107Q: 3 clusters Score -586676.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -586690.250000 Penalty: 2776.809814
	Iteration 108Q: 3 clusters Score -586690.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -586703.500000 Penalty: 2776.809814
	Iteration 109Q: 3 clusters Score -586703.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -586719.062500 Penalty: 2776.809814
	Iteration 110Q: 3 clusters Score -586719.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -586731.000000 Penalty: 2776.809814
	Iteration 111Q: 3 clusters Score -586731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -586739.937500 Penalty: 2776.809814
	Iteration 112Q: 3 clusters Score -586739.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -586746.562500 Penalty: 2776.809814
	Iteration 113Q: 3 clusters Score -586746.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -586751.062500 Penalty: 2776.809814
	Iteration 114Q: 3 clusters Score -586751.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -586753.375000 Penalty: 2776.809814
	Iteration 115Q: 3 clusters Score -586753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -586756.375000 Penalty: 2776.809814
	Iteration 116Q: 3 clusters Score -586756.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -586758.250000 Penalty: 2776.809814
	Iteration 117Q: 3 clusters Score -586758.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -586758.000000 Penalty: 2776.809814
	Iteration 118Q: 3 clusters Score -586758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -586759.500000 Penalty: 2776.809814
	Iteration 119Q: 3 clusters Score -586759.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -586763.562500 Penalty: 2776.809814
	Iteration 120F: 3 clusters Score -586763.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -586764.937500 Penalty: 2776.809814
	Iteration 121Q: 3 clusters Score -586764.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -586766.937500 Penalty: 2776.809814
	Iteration 122Q: 3 clusters Score -586766.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -586768.750000 Penalty: 2776.809814
	Iteration 123Q: 3 clusters Score -586768.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -586771.125000 Penalty: 2776.809814
	Iteration 124Q: 3 clusters Score -586771.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -586772.875000 Penalty: 2776.809814
	Iteration 125Q: 3 clusters Score -586772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -586774.500000 Penalty: 2776.809814
	Iteration 126Q: 3 clusters Score -586774.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -586774.687500 Penalty: 2776.809814
	Iteration 127Q: 3 clusters Score -586774.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -586775.250000 Penalty: 2776.809814
	Iteration 128Q: 3 clusters Score -586775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -586774.937500 Penalty: 2776.809814
	Iteration 129Q: 3 clusters Score -586774.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -586775.187500 Penalty: 2776.809814
	Iteration 130Q: 3 clusters Score -586775.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -586777.000000 Penalty: 2776.809814
	Iteration 131Q: 3 clusters Score -586777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -586777.625000 Penalty: 2776.809814
	Iteration 132Q: 3 clusters Score -586777.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -586778.500000 Penalty: 2776.809814
	Iteration 133Q: 3 clusters Score -586778.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -586779.312500 Penalty: 2776.809814
	Iteration 134Q: 3 clusters Score -586779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -586779.937500 Penalty: 2776.809814
	Iteration 135Q: 3 clusters Score -586779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -586780.937500 Penalty: 2776.809814
	Iteration 136Q: 3 clusters Score -586780.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -586781.875000 Penalty: 2776.809814
	Iteration 137Q: 3 clusters Score -586781.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -586781.000000 Penalty: 2776.809814
	Iteration 138Q: 3 clusters Score -586781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -586781.812500 Penalty: 2776.809814
	Iteration 139Q: 3 clusters Score -586781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -586781.937500 Penalty: 2776.809814
	Iteration 140F: 3 clusters Score -586781.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -586782.687500 Penalty: 2776.809814
	Iteration 141Q: 3 clusters Score -586782.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -586782.687500 Penalty: 2776.809814
	Iteration 142F: 3 clusters Score -586782.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Entering Unmasked Estep 
Score: -1348163.625000 Penalty: 1509.035889
	Iteration 0F: 2 clusters Score -1348164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1340577.000000 Penalty: 3018.071777
	Iteration 0F: 3 clusters Score -1340577 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1343217.375000 Penalty: 3018.071777
	Iteration 1F: 3 clusters Score -1343217 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1343743.000000 Penalty: 3018.071777
	Iteration 2F: 3 clusters Score -1343743 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1344275.250000 Penalty: 3018.071777
	Iteration 3F: 3 clusters Score -1344275 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1344828.250000 Penalty: 3018.071777
	Iteration 4F: 3 clusters Score -1344828 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1345344.125000 Penalty: 3018.071777
	Iteration 5F: 3 clusters Score -1345344 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1345832.500000 Penalty: 3018.071777
	Iteration 6F: 3 clusters Score -1345832 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1346237.625000 Penalty: 3018.071777
	Iteration 7Q: 3 clusters Score -1346238 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1346559.750000 Penalty: 3018.071777
	Iteration 8Q: 3 clusters Score -1346560 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1346800.750000 Penalty: 3018.071777
	Iteration 9Q: 3 clusters Score -1346801 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1346957.875000 Penalty: 3018.071777
	Iteration 10Q: 3 clusters Score -1346958 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1347030.500000 Penalty: 3018.071777
	Iteration 11Q: 3 clusters Score -1347030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1347080.250000 Penalty: 3018.071777
	Iteration 12Q: 3 clusters Score -1347080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1347109.125000 Penalty: 3018.071777
	Iteration 13Q: 3 clusters Score -1347109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1347127.625000 Penalty: 3018.071777
	Iteration 14Q: 3 clusters Score -1347128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1347131.125000 Penalty: 3018.071777
	Iteration 15Q: 3 clusters Score -1347131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1347136.375000 Penalty: 3018.071777
	Iteration 16Q: 3 clusters Score -1347136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1347142.875000 Penalty: 3018.071777
	Iteration 17Q: 3 clusters Score -1347143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1347145.500000 Penalty: 3018.071777
	Iteration 18Q: 3 clusters Score -1347146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1347148.125000 Penalty: 3018.071777
	Iteration 19Q: 3 clusters Score -1347148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1347152.250000 Penalty: 3018.071777
	Iteration 20F: 3 clusters Score -1347152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1347155.500000 Penalty: 3018.071777
	Iteration 21Q: 3 clusters Score -1347156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1347156.750000 Penalty: 3018.071777
	Iteration 22Q: 3 clusters Score -1347157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1347160.625000 Penalty: 3018.071777
	Iteration 23Q: 3 clusters Score -1347161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1347163.125000 Penalty: 3018.071777
	Iteration 24Q: 3 clusters Score -1347163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1347165.625000 Penalty: 3018.071777
	Iteration 25Q: 3 clusters Score -1347166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1347168.500000 Penalty: 3018.071777
	Iteration 26Q: 3 clusters Score -1347168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1347168.500000 Penalty: 3018.071777
	Iteration 27F: 3 clusters Score -1347168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (118032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118032 members 
Entering Unmasked Estep 
Score: -15088220.000000 Penalty: 1897.790527
	Iteration 0F: 2 clusters Score -1.508822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -15010161.000000 Penalty: 3795.581055
	Iteration 0F: 3 clusters Score -1.501016e+07 nChanged 56905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -15043484.000000 Penalty: 3795.581055
	Iteration 1F: 3 clusters Score -1.504348e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -15044521.000000 Penalty: 3795.581055
	Iteration 2Q: 3 clusters Score -1.504452e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -15045714.000000 Penalty: 3795.581055
	Iteration 3Q: 3 clusters Score -1.504571e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -15047450.000000 Penalty: 3795.581055
	Iteration 4Q: 3 clusters Score -1.504745e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -15049940.000000 Penalty: 3795.581055
	Iteration 5Q: 3 clusters Score -1.504994e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 70301 members 
Entering Unmasked Estep 
Score: -15053496.000000 Penalty: 3795.581055
	Iteration 6F: 3 clusters Score -1.50535e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 74173 members 
Entering Unmasked Estep 
Score: -15058571.000000 Penalty: 3795.581055
	Iteration 7F: 3 clusters Score -1.505857e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 77552 members 
Entering Unmasked Estep 
Score: -15064308.000000 Penalty: 3795.581055
	Iteration 8F: 3 clusters Score -1.506431e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -15068659.000000 Penalty: 3795.581055
	Iteration 9F: 3 clusters Score -1.506866e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -15070242.000000 Penalty: 3795.581055
	Iteration 10Q: 3 clusters Score -1.507024e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 81465 members 
Entering Unmasked Estep 
Score: -15071011.000000 Penalty: 3795.581055
	Iteration 11Q: 3 clusters Score -1.507101e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -15071424.000000 Penalty: 3795.581055
	Iteration 12Q: 3 clusters Score -1.507142e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 82714 members 
Entering Unmasked Estep 
Score: -15071921.000000 Penalty: 3795.581055
	Iteration 13Q: 3 clusters Score -1.507192e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 83372 members 
Entering Unmasked Estep 
Score: -15072510.000000 Penalty: 3795.581055
	Iteration 14Q: 3 clusters Score -1.507251e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 84011 members 
Entering Unmasked Estep 
Score: -15073086.000000 Penalty: 3795.581055
	Iteration 15Q: 3 clusters Score -1.507309e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -15073754.000000 Penalty: 3795.581055
	Iteration 16Q: 3 clusters Score -1.507375e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 85182 members 
Entering Unmasked Estep 
Score: -15074341.000000 Penalty: 3795.581055
	Iteration 17Q: 3 clusters Score -1.507434e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 85716 members 
Entering Unmasked Estep 
Score: -15074964.000000 Penalty: 3795.581055
	Iteration 18Q: 3 clusters Score -1.507496e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 86224 members 
Entering Unmasked Estep 
Score: -15075686.000000 Penalty: 3795.581055
	Iteration 19Q: 3 clusters Score -1.507569e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -15076415.000000 Penalty: 3795.581055
	Iteration 20F: 3 clusters Score -1.507642e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -15077208.000000 Penalty: 3795.581055
	Iteration 21Q: 3 clusters Score -1.507721e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 87303 members 
Entering Unmasked Estep 
Score: -15077882.000000 Penalty: 3795.581055
	Iteration 22Q: 3 clusters Score -1.507788e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -15078467.000000 Penalty: 3795.581055
	Iteration 23Q: 3 clusters Score -1.507847e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 87714 members 
Entering Unmasked Estep 
Score: -15078970.000000 Penalty: 3795.581055
	Iteration 24Q: 3 clusters Score -1.507897e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -15079579.000000 Penalty: 3795.581055
	Iteration 25Q: 3 clusters Score -1.507958e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 87837 members 
Entering Unmasked Estep 
Score: -15080073.000000 Penalty: 3795.581055
	Iteration 26Q: 3 clusters Score -1.508007e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -15080478.000000 Penalty: 3795.581055
	Iteration 27Q: 3 clusters Score -1.508048e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 87781 members 
Entering Unmasked Estep 
Score: -15080853.000000 Penalty: 3795.581055
	Iteration 28Q: 3 clusters Score -1.508085e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -15081193.000000 Penalty: 3795.581055
	Iteration 29Q: 3 clusters Score -1.508119e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 87719 members 
Entering Unmasked Estep 
Score: -15081439.000000 Penalty: 3795.581055
	Iteration 30Q: 3 clusters Score -1.508144e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -15081669.000000 Penalty: 3795.581055
	Iteration 31Q: 3 clusters Score -1.508167e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 87743 members 
Entering Unmasked Estep 
Score: -15081807.000000 Penalty: 3795.581055
	Iteration 32Q: 3 clusters Score -1.508181e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 87763 members 
Entering Unmasked Estep 
Score: -15081981.000000 Penalty: 3795.581055
	Iteration 33Q: 3 clusters Score -1.508198e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -15082108.000000 Penalty: 3795.581055
	Iteration 34Q: 3 clusters Score -1.508211e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 87889 members 
Entering Unmasked Estep 
Score: -15082174.000000 Penalty: 3795.581055
	Iteration 35Q: 3 clusters Score -1.508217e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -15082249.000000 Penalty: 3795.581055
	Iteration 36Q: 3 clusters Score -1.508225e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 88006 members 
Entering Unmasked Estep 
Score: -15082340.000000 Penalty: 3795.581055
	Iteration 37Q: 3 clusters Score -1.508234e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 88086 members 
Entering Unmasked Estep 
Score: -15082404.000000 Penalty: 3795.581055
	Iteration 38Q: 3 clusters Score -1.50824e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 88184 members 
Entering Unmasked Estep 
Score: -15082444.000000 Penalty: 3795.581055
	Iteration 39Q: 3 clusters Score -1.508244e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 88279 members 
Entering Unmasked Estep 
Score: -15082541.000000 Penalty: 3795.581055
	Iteration 40F: 3 clusters Score -1.508254e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -15082558.000000 Penalty: 3795.581055
	Iteration 41Q: 3 clusters Score -1.508256e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 88503 members 
Entering Unmasked Estep 
Score: -15082573.000000 Penalty: 3795.581055
	Iteration 42Q: 3 clusters Score -1.508257e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 88620 members 
Entering Unmasked Estep 
Score: -15082617.000000 Penalty: 3795.581055
	Iteration 43Q: 3 clusters Score -1.508262e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -15082637.000000 Penalty: 3795.581055
	Iteration 44Q: 3 clusters Score -1.508264e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 88828 members 
Entering Unmasked Estep 
Score: -15082678.000000 Penalty: 3795.581055
	Iteration 45Q: 3 clusters Score -1.508268e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 88947 members 
Entering Unmasked Estep 
Score: -15082697.000000 Penalty: 3795.581055
	Iteration 46Q: 3 clusters Score -1.50827e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 89087 members 
Entering Unmasked Estep 
Score: -15082691.000000 Penalty: 3795.581055
	Iteration 47Q: 3 clusters Score -1.508269e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -15082727.000000 Penalty: 3795.581055
	Iteration 48Q: 3 clusters Score -1.508273e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -15082745.000000 Penalty: 3795.581055
	Iteration 49Q: 3 clusters Score -1.508274e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 89579 members 
Entering Unmasked Estep 
Score: -15082756.000000 Penalty: 3795.581055
	Iteration 50Q: 3 clusters Score -1.508276e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 89745 members 
Entering Unmasked Estep 
Score: -15082746.000000 Penalty: 3795.581055
	Iteration 51Q: 3 clusters Score -1.508275e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 89918 members 
Entering Unmasked Estep 
Score: -15082787.000000 Penalty: 3795.581055
	Iteration 52Q: 3 clusters Score -1.508279e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 90078 members 
Entering Unmasked Estep 
Score: -15082750.000000 Penalty: 3795.581055
	Iteration 53Q: 3 clusters Score -1.508275e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -15082784.000000 Penalty: 3795.581055
	Iteration 54Q: 3 clusters Score -1.508278e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -15082776.000000 Penalty: 3795.581055
	Iteration 55Q: 3 clusters Score -1.508278e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 90451 members 
Entering Unmasked Estep 
Score: -15082788.000000 Penalty: 3795.581055
	Iteration 56Q: 3 clusters Score -1.508279e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 90568 members 
Entering Unmasked Estep 
Score: -15082798.000000 Penalty: 3795.581055
	Iteration 57Q: 3 clusters Score -1.50828e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 90677 members 
Entering Unmasked Estep 
Score: -15082794.000000 Penalty: 3795.581055
	Iteration 58Q: 3 clusters Score -1.508279e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -15082835.000000 Penalty: 3795.581055
	Iteration 59Q: 3 clusters Score -1.508284e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 90913 members 
Entering Unmasked Estep 
Score: -15082793.000000 Penalty: 3795.581055
	Iteration 60F: 3 clusters Score -1.508279e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 91037 members 
Entering Unmasked Estep 
Score: -15082834.000000 Penalty: 3795.581055
	Iteration 61Q: 3 clusters Score -1.508283e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 91164 members 
Entering Unmasked Estep 
Score: -15082833.000000 Penalty: 3795.581055
	Iteration 62Q: 3 clusters Score -1.508283e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 91297 members 
Entering Unmasked Estep 
Score: -15082878.000000 Penalty: 3795.581055
	Iteration 63Q: 3 clusters Score -1.508288e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -15082849.000000 Penalty: 3795.581055
	Iteration 64Q: 3 clusters Score -1.508285e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 91547 members 
Entering Unmasked Estep 
Score: -15082848.000000 Penalty: 3795.581055
	Iteration 65Q: 3 clusters Score -1.508285e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 91667 members 
Entering Unmasked Estep 
Score: -15082854.000000 Penalty: 3795.581055
	Iteration 66Q: 3 clusters Score -1.508285e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 91786 members 
Entering Unmasked Estep 
Score: -15082860.000000 Penalty: 3795.581055
	Iteration 67Q: 3 clusters Score -1.508286e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 91899 members 
Entering Unmasked Estep 
Score: -15082890.000000 Penalty: 3795.581055
	Iteration 68Q: 3 clusters Score -1.508289e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 92012 members 
Entering Unmasked Estep 
Score: -15082905.000000 Penalty: 3795.581055
	Iteration 69Q: 3 clusters Score -1.50829e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -15082934.000000 Penalty: 3795.581055
	Iteration 70Q: 3 clusters Score -1.508293e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 92242 members 
Entering Unmasked Estep 
Score: -15082942.000000 Penalty: 3795.581055
	Iteration 71Q: 3 clusters Score -1.508294e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 92326 members 
Entering Unmasked Estep 
Score: -15082966.000000 Penalty: 3795.581055
	Iteration 72Q: 3 clusters Score -1.508297e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -15082986.000000 Penalty: 3795.581055
	Iteration 73Q: 3 clusters Score -1.508299e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -15083016.000000 Penalty: 3795.581055
	Iteration 74Q: 3 clusters Score -1.508302e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 92560 members 
Entering Unmasked Estep 
Score: -15083013.000000 Penalty: 3795.581055
	Iteration 75Q: 3 clusters Score -1.508301e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 92632 members 
Entering Unmasked Estep 
Score: -15082994.000000 Penalty: 3795.581055
	Iteration 76Q: 3 clusters Score -1.508299e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 92699 members 
Entering Unmasked Estep 
Score: -15083006.000000 Penalty: 3795.581055
	Iteration 77Q: 3 clusters Score -1.508301e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 92770 members 
Entering Unmasked Estep 
Score: -15083016.000000 Penalty: 3795.581055
	Iteration 78Q: 3 clusters Score -1.508302e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 92827 members 
Entering Unmasked Estep 
Score: -15083008.000000 Penalty: 3795.581055
	Iteration 79Q: 3 clusters Score -1.508301e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 92890 members 
Entering Unmasked Estep 
Score: -15083007.000000 Penalty: 3795.581055
	Iteration 80F: 3 clusters Score -1.508301e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 92951 members 
Entering Unmasked Estep 
Score: -15083023.000000 Penalty: 3795.581055
	Iteration 81Q: 3 clusters Score -1.508302e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 93006 members 
Entering Unmasked Estep 
Score: -15083029.000000 Penalty: 3795.581055
	Iteration 82Q: 3 clusters Score -1.508303e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 93076 members 
Entering Unmasked Estep 
Score: -15083003.000000 Penalty: 3795.581055
	Iteration 83Q: 3 clusters Score -1.5083e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 93151 members 
Entering Unmasked Estep 
Score: -15083011.000000 Penalty: 3795.581055
	Iteration 84Q: 3 clusters Score -1.508301e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 93231 members 
Entering Unmasked Estep 
Score: -15083002.000000 Penalty: 3795.581055
	Iteration 85Q: 3 clusters Score -1.5083e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 93315 members 
Entering Unmasked Estep 
Score: -15083026.000000 Penalty: 3795.581055
	Iteration 86Q: 3 clusters Score -1.508303e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 93407 members 
Entering Unmasked Estep 
Score: -15083029.000000 Penalty: 3795.581055
	Iteration 87Q: 3 clusters Score -1.508303e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -15083049.000000 Penalty: 3795.581055
	Iteration 88Q: 3 clusters Score -1.508305e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 93609 members 
Entering Unmasked Estep 
Score: -15083053.000000 Penalty: 3795.581055
	Iteration 89Q: 3 clusters Score -1.508305e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 93723 members 
Entering Unmasked Estep 
Score: -15083055.000000 Penalty: 3795.581055
	Iteration 90Q: 3 clusters Score -1.508306e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 93832 members 
Entering Unmasked Estep 
Score: -15083091.000000 Penalty: 3795.581055
	Iteration 91Q: 3 clusters Score -1.508309e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 93932 members 
Entering Unmasked Estep 
Score: -15083081.000000 Penalty: 3795.581055
	Iteration 92Q: 3 clusters Score -1.508308e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 94040 members 
Entering Unmasked Estep 
Score: -15083099.000000 Penalty: 3795.581055
	Iteration 93Q: 3 clusters Score -1.50831e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
Score: -15083117.000000 Penalty: 3795.581055
	Iteration 94Q: 3 clusters Score -1.508312e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
Score: -15083115.000000 Penalty: 3795.581055
	Iteration 95Q: 3 clusters Score -1.508312e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -15083117.000000 Penalty: 3795.581055
	Iteration 96Q: 3 clusters Score -1.508312e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -15083127.000000 Penalty: 3795.581055
	Iteration 97Q: 3 clusters Score -1.508313e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 94541 members 
Entering Unmasked Estep 
Score: -15083120.000000 Penalty: 3795.581055
	Iteration 98Q: 3 clusters Score -1.508312e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 94639 members 
Entering Unmasked Estep 
Score: -15083121.000000 Penalty: 3795.581055
	Iteration 99Q: 3 clusters Score -1.508312e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 94733 members 
Entering Unmasked Estep 
Score: -15083137.000000 Penalty: 3795.581055
	Iteration 100F: 3 clusters Score -1.508314e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 94819 members 
Entering Unmasked Estep 
Score: -15083134.000000 Penalty: 3795.581055
	Iteration 101Q: 3 clusters Score -1.508313e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -15083124.000000 Penalty: 3795.581055
	Iteration 102Q: 3 clusters Score -1.508312e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 94973 members 
Entering Unmasked Estep 
Score: -15083129.000000 Penalty: 3795.581055
	Iteration 103Q: 3 clusters Score -1.508313e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 95065 members 
Entering Unmasked Estep 
Score: -15083136.000000 Penalty: 3795.581055
	Iteration 104Q: 3 clusters Score -1.508314e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -15083125.000000 Penalty: 3795.581055
	Iteration 105Q: 3 clusters Score -1.508312e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -15083152.000000 Penalty: 3795.581055
	Iteration 106Q: 3 clusters Score -1.508315e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 95314 members 
Entering Unmasked Estep 
Score: -15083182.000000 Penalty: 3795.581055
	Iteration 107Q: 3 clusters Score -1.508318e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -15083170.000000 Penalty: 3795.581055
	Iteration 108Q: 3 clusters Score -1.508317e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 95418 members 
Entering Unmasked Estep 
Score: -15083169.000000 Penalty: 3795.581055
	Iteration 109Q: 3 clusters Score -1.508317e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 95464 members 
Entering Unmasked Estep 
Score: -15083172.000000 Penalty: 3795.581055
	Iteration 110Q: 3 clusters Score -1.508317e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -15083180.000000 Penalty: 3795.581055
	Iteration 111Q: 3 clusters Score -1.508318e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -15083187.000000 Penalty: 3795.581055
	Iteration 112Q: 3 clusters Score -1.508319e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 95563 members 
Entering Unmasked Estep 
Score: -15083208.000000 Penalty: 3795.581055
	Iteration 113Q: 3 clusters Score -1.508321e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 95598 members 
Entering Unmasked Estep 
Score: -15083198.000000 Penalty: 3795.581055
	Iteration 114Q: 3 clusters Score -1.50832e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -15083208.000000 Penalty: 3795.581055
	Iteration 115Q: 3 clusters Score -1.508321e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 95669 members 
Entering Unmasked Estep 
Score: -15083227.000000 Penalty: 3795.581055
	Iteration 116Q: 3 clusters Score -1.508323e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 95694 members 
Entering Unmasked Estep 
Score: -15083223.000000 Penalty: 3795.581055
	Iteration 117Q: 3 clusters Score -1.508322e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 95721 members 
Entering Unmasked Estep 
Score: -15083230.000000 Penalty: 3795.581055
	Iteration 118Q: 3 clusters Score -1.508323e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 95743 members 
Entering Unmasked Estep 
Score: -15083223.000000 Penalty: 3795.581055
	Iteration 119Q: 3 clusters Score -1.508322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 95766 members 
Entering Unmasked Estep 
Score: -15083206.000000 Penalty: 3795.581055
	Iteration 120F: 3 clusters Score -1.508321e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 95787 members 
Entering Unmasked Estep 
Score: -15083211.000000 Penalty: 3795.581055
	Iteration 121Q: 3 clusters Score -1.508321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 95811 members 
Entering Unmasked Estep 
Score: -15083214.000000 Penalty: 3795.581055
	Iteration 122Q: 3 clusters Score -1.508321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -15083203.000000 Penalty: 3795.581055
	Iteration 123Q: 3 clusters Score -1.50832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 95851 members 
Entering Unmasked Estep 
Score: -15083201.000000 Penalty: 3795.581055
	Iteration 124Q: 3 clusters Score -1.50832e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 95875 members 
Entering Unmasked Estep 
Score: -15083215.000000 Penalty: 3795.581055
	Iteration 125Q: 3 clusters Score -1.508322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -15083196.000000 Penalty: 3795.581055
	Iteration 126Q: 3 clusters Score -1.50832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 95918 members 
Entering Unmasked Estep 
Score: -15083191.000000 Penalty: 3795.581055
	Iteration 127Q: 3 clusters Score -1.508319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 95939 members 
Entering Unmasked Estep 
Score: -15083184.000000 Penalty: 3795.581055
	Iteration 128Q: 3 clusters Score -1.508318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 95961 members 
Entering Unmasked Estep 
Score: -15083182.000000 Penalty: 3795.581055
	Iteration 129Q: 3 clusters Score -1.508318e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 95982 members 
Entering Unmasked Estep 
Score: -15083186.000000 Penalty: 3795.581055
	Iteration 130Q: 3 clusters Score -1.508319e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 96005 members 
Entering Unmasked Estep 
Score: -15083187.000000 Penalty: 3795.581055
	Iteration 131Q: 3 clusters Score -1.508319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 96030 members 
Entering Unmasked Estep 
Score: -15083193.000000 Penalty: 3795.581055
	Iteration 132Q: 3 clusters Score -1.508319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 96050 members 
Entering Unmasked Estep 
Score: -15083189.000000 Penalty: 3795.581055
	Iteration 133Q: 3 clusters Score -1.508319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 96066 members 
Entering Unmasked Estep 
Score: -15083192.000000 Penalty: 3795.581055
	Iteration 134Q: 3 clusters Score -1.508319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -15083211.000000 Penalty: 3795.581055
	Iteration 135Q: 3 clusters Score -1.508321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -15083209.000000 Penalty: 3795.581055
	Iteration 136Q: 3 clusters Score -1.508321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 96090 members 
Entering Unmasked Estep 
Score: -15083218.000000 Penalty: 3795.581055
	Iteration 137Q: 3 clusters Score -1.508322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 96093 members 
Entering Unmasked Estep 
Score: -15083215.000000 Penalty: 3795.581055
	Iteration 138Q: 3 clusters Score -1.508322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 96096 members 
Entering Unmasked Estep 
Score: -15083210.000000 Penalty: 3795.581055
	Iteration 139Q: 3 clusters Score -1.508321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -15083214.000000 Penalty: 3795.581055
	Iteration 140F: 3 clusters Score -1.508321e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 96124 members 
Entering Unmasked Estep 
Score: -15083202.000000 Penalty: 3795.581055
	Iteration 141Q: 3 clusters Score -1.50832e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 96150 members 
Entering Unmasked Estep 
Score: -15083206.000000 Penalty: 3795.581055
	Iteration 142Q: 3 clusters Score -1.508321e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 96173 members 
Entering Unmasked Estep 
Score: -15083198.000000 Penalty: 3795.581055
	Iteration 143Q: 3 clusters Score -1.50832e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 96202 members 
Entering Unmasked Estep 
Score: -15083189.000000 Penalty: 3795.581055
	Iteration 144Q: 3 clusters Score -1.508319e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -15083192.000000 Penalty: 3795.581055
	Iteration 145Q: 3 clusters Score -1.508319e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 96257 members 
Entering Unmasked Estep 
Score: -15083200.000000 Penalty: 3795.581055
	Iteration 146Q: 3 clusters Score -1.50832e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 96289 members 
Entering Unmasked Estep 
Score: -15083195.000000 Penalty: 3795.581055
	Iteration 147Q: 3 clusters Score -1.50832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 96310 members 
Entering Unmasked Estep 
Score: -15083187.000000 Penalty: 3795.581055
	Iteration 148Q: 3 clusters Score -1.508319e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 96330 members 
Entering Unmasked Estep 
Score: -15083193.000000 Penalty: 3795.581055
	Iteration 149Q: 3 clusters Score -1.508319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -15083182.000000 Penalty: 3795.581055
	Iteration 150Q: 3 clusters Score -1.508318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -15083176.000000 Penalty: 3795.581055
	Iteration 151Q: 3 clusters Score -1.508318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 96381 members 
Entering Unmasked Estep 
Score: -15083187.000000 Penalty: 3795.581055
	Iteration 152Q: 3 clusters Score -1.508319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 96396 members 
Entering Unmasked Estep 
Score: -15083184.000000 Penalty: 3795.581055
	Iteration 153Q: 3 clusters Score -1.508318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -15083179.000000 Penalty: 3795.581055
	Iteration 154Q: 3 clusters Score -1.508318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 96427 members 
Entering Unmasked Estep 
Score: -15083180.000000 Penalty: 3795.581055
	Iteration 155Q: 3 clusters Score -1.508318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 96446 members 
Entering Unmasked Estep 
Score: -15083197.000000 Penalty: 3795.581055
	Iteration 156Q: 3 clusters Score -1.50832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -15083207.000000 Penalty: 3795.581055
	Iteration 157Q: 3 clusters Score -1.508321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 96478 members 
Entering Unmasked Estep 
Score: -15083200.000000 Penalty: 3795.581055
	Iteration 158Q: 3 clusters Score -1.50832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 96496 members 
Entering Unmasked Estep 
Score: -15083210.000000 Penalty: 3795.581055
	Iteration 159Q: 3 clusters Score -1.508321e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 96519 members 
Entering Unmasked Estep 
Score: -15083212.000000 Penalty: 3795.581055
	Iteration 160F: 3 clusters Score -1.508321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -15083215.000000 Penalty: 3795.581055
	Iteration 161Q: 3 clusters Score -1.508322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
Score: -15083208.000000 Penalty: 3795.581055
	Iteration 162Q: 3 clusters Score -1.508321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 96562 members 
Entering Unmasked Estep 
Score: -15083202.000000 Penalty: 3795.581055
	Iteration 163Q: 3 clusters Score -1.50832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 96572 members 
Entering Unmasked Estep 
Score: -15083189.000000 Penalty: 3795.581055
	Iteration 164Q: 3 clusters Score -1.508319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 96585 members 
Entering Unmasked Estep 
Score: -15083187.000000 Penalty: 3795.581055
	Iteration 165Q: 3 clusters Score -1.508319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 96601 members 
Entering Unmasked Estep 
Score: -15083182.000000 Penalty: 3795.581055
	Iteration 166Q: 3 clusters Score -1.508318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 96610 members 
Entering Unmasked Estep 
Score: -15083186.000000 Penalty: 3795.581055
	Iteration 167Q: 3 clusters Score -1.508319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 96625 members 
Entering Unmasked Estep 
Score: -15083190.000000 Penalty: 3795.581055
	Iteration 168Q: 3 clusters Score -1.508319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 96636 members 
Entering Unmasked Estep 
Score: -15083181.000000 Penalty: 3795.581055
	Iteration 169Q: 3 clusters Score -1.508318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 96650 members 
Entering Unmasked Estep 
Score: -15083199.000000 Penalty: 3795.581055
	Iteration 170Q: 3 clusters Score -1.50832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 96664 members 
Entering Unmasked Estep 
Score: -15083185.000000 Penalty: 3795.581055
	Iteration 171Q: 3 clusters Score -1.508318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 96678 members 
Entering Unmasked Estep 
Score: -15083186.000000 Penalty: 3795.581055
	Iteration 172Q: 3 clusters Score -1.508319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 96688 members 
Entering Unmasked Estep 
Score: -15083178.000000 Penalty: 3795.581055
	Iteration 173Q: 3 clusters Score -1.508318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 96696 members 
Entering Unmasked Estep 
Score: -15083188.000000 Penalty: 3795.581055
	Iteration 174Q: 3 clusters Score -1.508319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 96708 members 
Entering Unmasked Estep 
Score: -15083207.000000 Penalty: 3795.581055
	Iteration 175Q: 3 clusters Score -1.508321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 96718 members 
Entering Unmasked Estep 
Score: -15083192.000000 Penalty: 3795.581055
	Iteration 176Q: 3 clusters Score -1.508319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 96730 members 
Entering Unmasked Estep 
Score: -15083186.000000 Penalty: 3795.581055
	Iteration 177Q: 3 clusters Score -1.508319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -15083182.000000 Penalty: 3795.581055
	Iteration 178Q: 3 clusters Score -1.508318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 96759 members 
Entering Unmasked Estep 
Score: -15083176.000000 Penalty: 3795.581055
	Iteration 179Q: 3 clusters Score -1.508318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 96778 members 
Entering Unmasked Estep 
Score: -15083179.000000 Penalty: 3795.581055
	Iteration 180F: 3 clusters Score -1.508318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 96794 members 
Entering Unmasked Estep 
Score: -15083171.000000 Penalty: 3795.581055
	Iteration 181Q: 3 clusters Score -1.508317e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -15083169.000000 Penalty: 3795.581055
	Iteration 182Q: 3 clusters Score -1.508317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 96831 members 
Entering Unmasked Estep 
Score: -15083168.000000 Penalty: 3795.581055
	Iteration 183Q: 3 clusters Score -1.508317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 96848 members 
Entering Unmasked Estep 
Score: -15083172.000000 Penalty: 3795.581055
	Iteration 184Q: 3 clusters Score -1.508317e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 96870 members 
Entering Unmasked Estep 
Score: -15083162.000000 Penalty: 3795.581055
	Iteration 185Q: 3 clusters Score -1.508316e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 96889 members 
Entering Unmasked Estep 
Score: -15083165.000000 Penalty: 3795.581055
	Iteration 186Q: 3 clusters Score -1.508316e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -15083153.000000 Penalty: 3795.581055
	Iteration 187Q: 3 clusters Score -1.508315e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -15083150.000000 Penalty: 3795.581055
	Iteration 188Q: 3 clusters Score -1.508315e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 96958 members 
Entering Unmasked Estep 
Score: -15083135.000000 Penalty: 3795.581055
	Iteration 189Q: 3 clusters Score -1.508314e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 96986 members 
Entering Unmasked Estep 
Score: -15083128.000000 Penalty: 3795.581055
	Iteration 190Q: 3 clusters Score -1.508313e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 97010 members 
Entering Unmasked Estep 
Score: -15083133.000000 Penalty: 3795.581055
	Iteration 191Q: 3 clusters Score -1.508313e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 97028 members 
Entering Unmasked Estep 
Score: -15083154.000000 Penalty: 3795.581055
	Iteration 192Q: 3 clusters Score -1.508315e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -15083156.000000 Penalty: 3795.581055
	Iteration 193Q: 3 clusters Score -1.508316e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 97078 members 
Entering Unmasked Estep 
Score: -15083168.000000 Penalty: 3795.581055
	Iteration 194Q: 3 clusters Score -1.508317e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 97104 members 
Entering Unmasked Estep 
Score: -15083152.000000 Penalty: 3795.581055
	Iteration 195Q: 3 clusters Score -1.508315e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 97126 members 
Entering Unmasked Estep 
Score: -15083150.000000 Penalty: 3795.581055
	Iteration 196Q: 3 clusters Score -1.508315e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 97150 members 
Entering Unmasked Estep 
Score: -15083147.000000 Penalty: 3795.581055
	Iteration 197Q: 3 clusters Score -1.508315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 97179 members 
Entering Unmasked Estep 
Score: -15083131.000000 Penalty: 3795.581055
	Iteration 198Q: 3 clusters Score -1.508313e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 97208 members 
Entering Unmasked Estep 
Score: -15083138.000000 Penalty: 3795.581055
	Iteration 199Q: 3 clusters Score -1.508314e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 97237 members 
Entering Unmasked Estep 
Score: -15083152.000000 Penalty: 3795.581055
	Iteration 200F: 3 clusters Score -1.508315e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 97270 members 
Entering Unmasked Estep 
Score: -15083170.000000 Penalty: 3795.581055
	Iteration 201Q: 3 clusters Score -1.508317e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 97299 members 
Entering Unmasked Estep 
Score: -15083182.000000 Penalty: 3795.581055
	Iteration 202Q: 3 clusters Score -1.508318e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 97328 members 
Entering Unmasked Estep 
Score: -15083190.000000 Penalty: 3795.581055
	Iteration 203Q: 3 clusters Score -1.508319e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 97357 members 
Entering Unmasked Estep 
Score: -15083171.000000 Penalty: 3795.581055
	Iteration 204Q: 3 clusters Score -1.508317e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -15083177.000000 Penalty: 3795.581055
	Iteration 205Q: 3 clusters Score -1.508318e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 97419 members 
Entering Unmasked Estep 
Score: -15083165.000000 Penalty: 3795.581055
	Iteration 206Q: 3 clusters Score -1.508316e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 97465 members 
Entering Unmasked Estep 
Score: -15083160.000000 Penalty: 3795.581055
	Iteration 207Q: 3 clusters Score -1.508316e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 97511 members 
Entering Unmasked Estep 
Score: -15083168.000000 Penalty: 3795.581055
	Iteration 208Q: 3 clusters Score -1.508317e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 97548 members 
Entering Unmasked Estep 
Score: -15083170.000000 Penalty: 3795.581055
	Iteration 209Q: 3 clusters Score -1.508317e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 97585 members 
Entering Unmasked Estep 
Score: -15083160.000000 Penalty: 3795.581055
	Iteration 210Q: 3 clusters Score -1.508316e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 97627 members 
Entering Unmasked Estep 
Score: -15083141.000000 Penalty: 3795.581055
	Iteration 211Q: 3 clusters Score -1.508314e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 97672 members 
Entering Unmasked Estep 
Score: -15083138.000000 Penalty: 3795.581055
	Iteration 212Q: 3 clusters Score -1.508314e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 97707 members 
Entering Unmasked Estep 
Score: -15083138.000000 Penalty: 3795.581055
	Iteration 213Q: 3 clusters Score -1.508314e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 97735 members 
Entering Unmasked Estep 
Score: -15083160.000000 Penalty: 3795.581055
	Iteration 214Q: 3 clusters Score -1.508316e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 97771 members 
Entering Unmasked Estep 
Score: -15083138.000000 Penalty: 3795.581055
	Iteration 215Q: 3 clusters Score -1.508314e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 97805 members 
Entering Unmasked Estep 
Score: -15083147.000000 Penalty: 3795.581055
	Iteration 216Q: 3 clusters Score -1.508315e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 97840 members 
Entering Unmasked Estep 
Score: -15083169.000000 Penalty: 3795.581055
	Iteration 217Q: 3 clusters Score -1.508317e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 97880 members 
Entering Unmasked Estep 
Score: -15083154.000000 Penalty: 3795.581055
	Iteration 218Q: 3 clusters Score -1.508315e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 97916 members 
Entering Unmasked Estep 
Score: -15083153.000000 Penalty: 3795.581055
	Iteration 219Q: 3 clusters Score -1.508315e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 97947 members 
Entering Unmasked Estep 
Score: -15083154.000000 Penalty: 3795.581055
	Iteration 220F: 3 clusters Score -1.508315e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 97979 members 
Entering Unmasked Estep 
Score: -15083175.000000 Penalty: 3795.581055
	Iteration 221Q: 3 clusters Score -1.508318e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -15083154.000000 Penalty: 3795.581055
	Iteration 222Q: 3 clusters Score -1.508315e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 98039 members 
Entering Unmasked Estep 
Score: -15083153.000000 Penalty: 3795.581055
	Iteration 223Q: 3 clusters Score -1.508315e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 98069 members 
Entering Unmasked Estep 
Score: -15083152.000000 Penalty: 3795.581055
	Iteration 224Q: 3 clusters Score -1.508315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 98098 members 
Entering Unmasked Estep 
Score: -15083152.000000 Penalty: 3795.581055
	Iteration 225Q: 3 clusters Score -1.508315e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 98130 members 
Entering Unmasked Estep 
Score: -15083149.000000 Penalty: 3795.581055
	Iteration 226Q: 3 clusters Score -1.508315e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 98164 members 
Entering Unmasked Estep 
Score: -15083141.000000 Penalty: 3795.581055
	Iteration 227Q: 3 clusters Score -1.508314e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 98196 members 
Entering Unmasked Estep 
Score: -15083149.000000 Penalty: 3795.581055
	Iteration 228Q: 3 clusters Score -1.508315e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 98229 members 
Entering Unmasked Estep 
Score: -15083178.000000 Penalty: 3795.581055
	Iteration 229Q: 3 clusters Score -1.508318e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 98259 members 
Entering Unmasked Estep 
Score: -15083172.000000 Penalty: 3795.581055
	Iteration 230Q: 3 clusters Score -1.508317e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 98284 members 
Entering Unmasked Estep 
Score: -15083171.000000 Penalty: 3795.581055
	Iteration 231Q: 3 clusters Score -1.508317e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 98314 members 
Entering Unmasked Estep 
Score: -15083160.000000 Penalty: 3795.581055
	Iteration 232Q: 3 clusters Score -1.508316e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -15083152.000000 Penalty: 3795.581055
	Iteration 233Q: 3 clusters Score -1.508315e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 98369 members 
Entering Unmasked Estep 
Score: -15083144.000000 Penalty: 3795.581055
	Iteration 234Q: 3 clusters Score -1.508314e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 98400 members 
Entering Unmasked Estep 
Score: -15083142.000000 Penalty: 3795.581055
	Iteration 235Q: 3 clusters Score -1.508314e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 98439 members 
Entering Unmasked Estep 
Score: -15083142.000000 Penalty: 3795.581055
	Iteration 236Q: 3 clusters Score -1.508314e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 98476 members 
Entering Unmasked Estep 
Score: -15083151.000000 Penalty: 3795.581055
	Iteration 237Q: 3 clusters Score -1.508315e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 98499 members 
Entering Unmasked Estep 
Score: -15083144.000000 Penalty: 3795.581055
	Iteration 238Q: 3 clusters Score -1.508314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -15083143.000000 Penalty: 3795.581055
	Iteration 239Q: 3 clusters Score -1.508314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 98541 members 
Entering Unmasked Estep 
Score: -15083148.000000 Penalty: 3795.581055
	Iteration 240F: 3 clusters Score -1.508315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -15083136.000000 Penalty: 3795.581055
	Iteration 241Q: 3 clusters Score -1.508314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -15083134.000000 Penalty: 3795.581055
	Iteration 242Q: 3 clusters Score -1.508313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 98590 members 
Entering Unmasked Estep 
Score: -15083121.000000 Penalty: 3795.581055
	Iteration 243Q: 3 clusters Score -1.508312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 98599 members 
Entering Unmasked Estep 
Score: -15083127.000000 Penalty: 3795.581055
	Iteration 244Q: 3 clusters Score -1.508313e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 98611 members 
Entering Unmasked Estep 
Score: -15083113.000000 Penalty: 3795.581055
	Iteration 245Q: 3 clusters Score -1.508311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 98621 members 
Entering Unmasked Estep 
Score: -15083118.000000 Penalty: 3795.581055
	Iteration 246Q: 3 clusters Score -1.508312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 98635 members 
Entering Unmasked Estep 
Score: -15083129.000000 Penalty: 3795.581055
	Iteration 247Q: 3 clusters Score -1.508313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -15083127.000000 Penalty: 3795.581055
	Iteration 248Q: 3 clusters Score -1.508313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 98666 members 
Entering Unmasked Estep 
Score: -15083151.000000 Penalty: 3795.581055
	Iteration 249Q: 3 clusters Score -1.508315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 98683 members 
Entering Unmasked Estep 
Score: -15083141.000000 Penalty: 3795.581055
	Iteration 250Q: 3 clusters Score -1.508314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 98694 members 
Entering Unmasked Estep 
Score: -15083143.000000 Penalty: 3795.581055
	Iteration 251Q: 3 clusters Score -1.508314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 98703 members 
Entering Unmasked Estep 
Score: -15083145.000000 Penalty: 3795.581055
	Iteration 252Q: 3 clusters Score -1.508314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 98710 members 
Entering Unmasked Estep 
Score: -15083137.000000 Penalty: 3795.581055
	Iteration 253Q: 3 clusters Score -1.508314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 98717 members 
Entering Unmasked Estep 
Score: -15083153.000000 Penalty: 3795.581055
	Iteration 254Q: 3 clusters Score -1.508315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 98722 members 
Entering Unmasked Estep 
Score: -15083156.000000 Penalty: 3795.581055
	Iteration 255Q: 3 clusters Score -1.508316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 98727 members 
Entering Unmasked Estep 
Score: -15083146.000000 Penalty: 3795.581055
	Iteration 256Q: 3 clusters Score -1.508315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 98733 members 
Entering Unmasked Estep 
Score: -15083143.000000 Penalty: 3795.581055
	Iteration 257Q: 3 clusters Score -1.508314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 98743 members 
Entering Unmasked Estep 
Score: -15083161.000000 Penalty: 3795.581055
	Iteration 258Q: 3 clusters Score -1.508316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 98754 members 
Entering Unmasked Estep 
Score: -15083165.000000 Penalty: 3795.581055
	Iteration 259Q: 3 clusters Score -1.508316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 98768 members 
Entering Unmasked Estep 
Score: -15083155.000000 Penalty: 3795.581055
	Iteration 260F: 3 clusters Score -1.508316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 98783 members 
Entering Unmasked Estep 
Score: -15083175.000000 Penalty: 3795.581055
	Iteration 261Q: 3 clusters Score -1.508318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 98796 members 
Entering Unmasked Estep 
Score: -15083172.000000 Penalty: 3795.581055
	Iteration 262Q: 3 clusters Score -1.508317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 98813 members 
Entering Unmasked Estep 
Score: -15083179.000000 Penalty: 3795.581055
	Iteration 263Q: 3 clusters Score -1.508318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -15083182.000000 Penalty: 3795.581055
	Iteration 264Q: 3 clusters Score -1.508318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -15083181.000000 Penalty: 3795.581055
	Iteration 265Q: 3 clusters Score -1.508318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 98859 members 
Entering Unmasked Estep 
Score: -15083206.000000 Penalty: 3795.581055
	Iteration 266Q: 3 clusters Score -1.508321e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 98887 members 
Entering Unmasked Estep 
Score: -15083198.000000 Penalty: 3795.581055
	Iteration 267Q: 3 clusters Score -1.50832e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 98912 members 
Entering Unmasked Estep 
Score: -15083203.000000 Penalty: 3795.581055
	Iteration 268Q: 3 clusters Score -1.50832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 98930 members 
Entering Unmasked Estep 
Score: -15083199.000000 Penalty: 3795.581055
	Iteration 269Q: 3 clusters Score -1.50832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -15083208.000000 Penalty: 3795.581055
	Iteration 270Q: 3 clusters Score -1.508321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 98967 members 
Entering Unmasked Estep 
Score: -15083187.000000 Penalty: 3795.581055
	Iteration 271Q: 3 clusters Score -1.508319e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 98989 members 
Entering Unmasked Estep 
Score: -15083192.000000 Penalty: 3795.581055
	Iteration 272Q: 3 clusters Score -1.508319e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 99008 members 
Entering Unmasked Estep 
Score: -15083185.000000 Penalty: 3795.581055
	Iteration 273Q: 3 clusters Score -1.508318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 99017 members 
Entering Unmasked Estep 
Score: -15083180.000000 Penalty: 3795.581055
	Iteration 274Q: 3 clusters Score -1.508318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -15083174.000000 Penalty: 3795.581055
	Iteration 275Q: 3 clusters Score -1.508317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -15083178.000000 Penalty: 3795.581055
	Iteration 276Q: 3 clusters Score -1.508318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 99045 members 
Entering Unmasked Estep 
Score: -15083162.000000 Penalty: 3795.581055
	Iteration 277Q: 3 clusters Score -1.508316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 99050 members 
Entering Unmasked Estep 
Score: -15083153.000000 Penalty: 3795.581055
	Iteration 278Q: 3 clusters Score -1.508315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 99056 members 
Entering Unmasked Estep 
Score: -15083157.000000 Penalty: 3795.581055
	Iteration 279Q: 3 clusters Score -1.508316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -15083158.000000 Penalty: 3795.581055
	Iteration 280F: 3 clusters Score -1.508316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 99068 members 
Entering Unmasked Estep 
Score: -15083157.000000 Penalty: 3795.581055
	Iteration 281Q: 3 clusters Score -1.508316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 99075 members 
Entering Unmasked Estep 
Score: -15083144.000000 Penalty: 3795.581055
	Iteration 282Q: 3 clusters Score -1.508314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 99080 members 
Entering Unmasked Estep 
Score: -15083151.000000 Penalty: 3795.581055
	Iteration 283Q: 3 clusters Score -1.508315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 99082 members 
Entering Unmasked Estep 
Score: -15083152.000000 Penalty: 3795.581055
	Iteration 284Q: 3 clusters Score -1.508315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -15083151.000000 Penalty: 3795.581055
	Iteration 285Q: 3 clusters Score -1.508315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 99087 members 
Entering Unmasked Estep 
Score: -15083145.000000 Penalty: 3795.581055
	Iteration 286Q: 3 clusters Score -1.508314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 99088 members 
Entering Unmasked Estep 
Score: -15083147.000000 Penalty: 3795.581055
	Iteration 287Q: 3 clusters Score -1.508315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 99089 members 
Entering Unmasked Estep 
Score: -15083142.000000 Penalty: 3795.581055
	Iteration 288Q: 3 clusters Score -1.508314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 99089 members 
Entering Unmasked Estep 
Score: -15083142.000000 Penalty: 3795.581055
	Iteration 289F: 3 clusters Score -1.508314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Entering Unmasked Estep 
Score: -430008.468750 Penalty: 1314.640503
	Iteration 0F: 2 clusters Score -430008.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -427117.343750 Penalty: 2629.281006
	Iteration 0F: 3 clusters Score -427117.3 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -427820.937500 Penalty: 2629.281006
	Iteration 1F: 3 clusters Score -427820.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -427976.031250 Penalty: 2629.281006
	Iteration 2F: 3 clusters Score -427976 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -428073.687500 Penalty: 2629.281006
	Iteration 3Q: 3 clusters Score -428073.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -428138.906250 Penalty: 2629.281006
	Iteration 4Q: 3 clusters Score -428138.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -428177.937500 Penalty: 2629.281006
	Iteration 5Q: 3 clusters Score -428177.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -428203.718750 Penalty: 2629.281006
	Iteration 6Q: 3 clusters Score -428203.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -428223.812500 Penalty: 2629.281006
	Iteration 7Q: 3 clusters Score -428223.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -428234.656250 Penalty: 2629.281006
	Iteration 8Q: 3 clusters Score -428234.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -428248.500000 Penalty: 2629.281006
	Iteration 9Q: 3 clusters Score -428248.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -428258.125000 Penalty: 2629.281006
	Iteration 10Q: 3 clusters Score -428258.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -428265.281250 Penalty: 2629.281006
	Iteration 11Q: 3 clusters Score -428265.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -428271.187500 Penalty: 2629.281006
	Iteration 12Q: 3 clusters Score -428271.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -428275.031250 Penalty: 2629.281006
	Iteration 13Q: 3 clusters Score -428275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -428280.281250 Penalty: 2629.281006
	Iteration 14Q: 3 clusters Score -428280.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -428283.312500 Penalty: 2629.281006
	Iteration 15Q: 3 clusters Score -428283.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -428286.468750 Penalty: 2629.281006
	Iteration 16Q: 3 clusters Score -428286.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -428286.125000 Penalty: 2629.281006
	Iteration 17Q: 3 clusters Score -428286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -428287.000000 Penalty: 2629.281006
	Iteration 18Q: 3 clusters Score -428287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -428286.625000 Penalty: 2629.281006
	Iteration 19Q: 3 clusters Score -428286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -428287.656250 Penalty: 2629.281006
	Iteration 20F: 3 clusters Score -428287.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -428287.718750 Penalty: 2629.281006
	Iteration 21Q: 3 clusters Score -428287.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -428288.250000 Penalty: 2629.281006
	Iteration 22Q: 3 clusters Score -428288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -428289.125000 Penalty: 2629.281006
	Iteration 23Q: 3 clusters Score -428289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -428289.093750 Penalty: 2629.281006
	Iteration 24Q: 3 clusters Score -428289.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -428289.250000 Penalty: 2629.281006
	Iteration 25Q: 3 clusters Score -428289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -428289.406250 Penalty: 2629.281006
	Iteration 26Q: 3 clusters Score -428289.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -428290.406250 Penalty: 2629.281006
	Iteration 27Q: 3 clusters Score -428290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -428290.406250 Penalty: 2629.281006
	Iteration 28F: 3 clusters Score -428290.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -25801.441406 Penalty: 921.355652
	Iteration 0F: 2 clusters Score -25801.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25016.001953 Penalty: 1842.711304
	Iteration 0F: 3 clusters Score -25016 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25304.621094 Penalty: 1842.711304
	Iteration 1F: 3 clusters Score -25304.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25507.402344 Penalty: 1842.711304
	Iteration 2F: 3 clusters Score -25507.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25663.650391 Penalty: 1842.711304
	Iteration 3F: 3 clusters Score -25663.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25818.572266 Penalty: 1842.711304
	Iteration 4F: 3 clusters Score -25818.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25931.636719 Penalty: 1842.711304
	Iteration 5Q: 3 clusters Score -25931.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25964.498047 Penalty: 1842.711304
	Iteration 6Q: 3 clusters Score -25964.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25983.179688 Penalty: 1842.711304
	Iteration 7Q: 3 clusters Score -25983.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25987.500000 Penalty: 1842.711304
	Iteration 8Q: 3 clusters Score -25987.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25987.500000 Penalty: 1842.711304
	Iteration 9F: 3 clusters Score -25987.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 83334 members 
Mstep: Class 3 contains 26307 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 10258 members 
Mstep: Class 6 contains 116686 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 118032 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 103 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 40322 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 27901 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 31109 members 
Mstep: Class 21 contains 16486 members 
Mstep: Class 22 contains 3642 members 
Mstep: Class 23 contains 265 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 60111 members 
Mstep: Class 26 contains 41628 members 
Mstep: Class 27 contains 10415 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 23404 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 30996 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 137620 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 187 members 
Entering Unmasked Estep 
Score: -108958560.000000 Penalty: 80105.234375
Splitting cluster 11 changes total score from -108959680.000000 to -108958560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (13869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Entering Unmasked Estep 
Score: -1734855.625000 Penalty: 1549.829346
	Iteration 0F: 2 clusters Score -1734856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1725143.875000 Penalty: 3099.658691
	Iteration 0F: 3 clusters Score -1725144 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1728514.250000 Penalty: 3099.658691
	Iteration 1F: 3 clusters Score -1728514 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1728910.625000 Penalty: 3099.658691
	Iteration 2F: 3 clusters Score -1728911 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1729323.875000 Penalty: 3099.658691
	Iteration 3F: 3 clusters Score -1729324 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1729801.750000 Penalty: 3099.658691
	Iteration 4F: 3 clusters Score -1729802 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1730364.375000 Penalty: 3099.658691
	Iteration 5F: 3 clusters Score -1730364 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1731032.250000 Penalty: 3099.658691
	Iteration 6F: 3 clusters Score -1731032 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1731671.750000 Penalty: 3099.658691
	Iteration 7F: 3 clusters Score -1731672 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1732202.750000 Penalty: 3099.658691
	Iteration 8Q: 3 clusters Score -1732203 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1732621.500000 Penalty: 3099.658691
	Iteration 9Q: 3 clusters Score -1732622 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1732891.500000 Penalty: 3099.658691
	Iteration 10Q: 3 clusters Score -1732892 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1733081.625000 Penalty: 3099.658691
	Iteration 11Q: 3 clusters Score -1733082 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1733205.875000 Penalty: 3099.658691
	Iteration 12Q: 3 clusters Score -1733206 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1733288.750000 Penalty: 3099.658691
	Iteration 13Q: 3 clusters Score -1733289 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1733346.625000 Penalty: 3099.658691
	Iteration 14Q: 3 clusters Score -1733347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1733385.250000 Penalty: 3099.658691
	Iteration 15Q: 3 clusters Score -1733385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1733415.625000 Penalty: 3099.658691
	Iteration 16Q: 3 clusters Score -1733416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1733453.125000 Penalty: 3099.658691
	Iteration 17Q: 3 clusters Score -1733453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1733479.000000 Penalty: 3099.658691
	Iteration 18Q: 3 clusters Score -1733479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1733493.125000 Penalty: 3099.658691
	Iteration 19Q: 3 clusters Score -1733493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1733502.625000 Penalty: 3099.658691
	Iteration 20F: 3 clusters Score -1733503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1733510.375000 Penalty: 3099.658691
	Iteration 21Q: 3 clusters Score -1733510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1733520.625000 Penalty: 3099.658691
	Iteration 22Q: 3 clusters Score -1733521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1733525.250000 Penalty: 3099.658691
	Iteration 23Q: 3 clusters Score -1733525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1733529.250000 Penalty: 3099.658691
	Iteration 24Q: 3 clusters Score -1733529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1733533.750000 Penalty: 3099.658691
	Iteration 25Q: 3 clusters Score -1733534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1733537.375000 Penalty: 3099.658691
	Iteration 26Q: 3 clusters Score -1733537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1733537.000000 Penalty: 3099.658691
	Iteration 27Q: 3 clusters Score -1733537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1733538.125000 Penalty: 3099.658691
	Iteration 28Q: 3 clusters Score -1733538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1733539.375000 Penalty: 3099.658691
	Iteration 29Q: 3 clusters Score -1733539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1733542.000000 Penalty: 3099.658691
	Iteration 30Q: 3 clusters Score -1733542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1733542.000000 Penalty: 3099.658691
	Iteration 31F: 3 clusters Score -1733542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Entering Unmasked Estep 
Score: -4784909.500000 Penalty: 1723.255981
	Iteration 0F: 2 clusters Score -4784910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4757839.000000 Penalty: 3446.511963
	Iteration 0F: 3 clusters Score -4757839 nChanged 18731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -4768390.500000 Penalty: 3446.511963
	Iteration 1F: 3 clusters Score -4768390 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -4768969.500000 Penalty: 3446.511963
	Iteration 2Q: 3 clusters Score -4768970 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -4769613.500000 Penalty: 3446.511963
	Iteration 3Q: 3 clusters Score -4769614 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -4770415.000000 Penalty: 3446.511963
	Iteration 4Q: 3 clusters Score -4770415 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -4771372.000000 Penalty: 3446.511963
	Iteration 5F: 3 clusters Score -4771372 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -4772502.000000 Penalty: 3446.511963
	Iteration 6F: 3 clusters Score -4772502 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -4773640.500000 Penalty: 3446.511963
	Iteration 7F: 3 clusters Score -4773640 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -4774819.000000 Penalty: 3446.511963
	Iteration 8F: 3 clusters Score -4774819 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -4775953.000000 Penalty: 3446.511963
	Iteration 9F: 3 clusters Score -4775953 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -4777049.000000 Penalty: 3446.511963
	Iteration 10Q: 3 clusters Score -4777049 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -4777900.500000 Penalty: 3446.511963
	Iteration 11Q: 3 clusters Score -4777900 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -4778484.000000 Penalty: 3446.511963
	Iteration 12Q: 3 clusters Score -4778484 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -4778847.500000 Penalty: 3446.511963
	Iteration 13Q: 3 clusters Score -4778848 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -4779074.000000 Penalty: 3446.511963
	Iteration 14Q: 3 clusters Score -4779074 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -4779285.000000 Penalty: 3446.511963
	Iteration 15Q: 3 clusters Score -4779285 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -4779461.500000 Penalty: 3446.511963
	Iteration 16Q: 3 clusters Score -4779462 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -4779642.000000 Penalty: 3446.511963
	Iteration 17Q: 3 clusters Score -4779642 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -4779824.000000 Penalty: 3446.511963
	Iteration 18Q: 3 clusters Score -4779824 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -4780041.000000 Penalty: 3446.511963
	Iteration 19Q: 3 clusters Score -4780041 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -4780282.000000 Penalty: 3446.511963
	Iteration 20F: 3 clusters Score -4780282 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -4780539.000000 Penalty: 3446.511963
	Iteration 21Q: 3 clusters Score -4780539 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -4780808.000000 Penalty: 3446.511963
	Iteration 22Q: 3 clusters Score -4780808 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -4781093.000000 Penalty: 3446.511963
	Iteration 23Q: 3 clusters Score -4781093 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -4781345.000000 Penalty: 3446.511963
	Iteration 24Q: 3 clusters Score -4781345 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -4781562.000000 Penalty: 3446.511963
	Iteration 25Q: 3 clusters Score -4781562 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -4781764.500000 Penalty: 3446.511963
	Iteration 26Q: 3 clusters Score -4781764 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -4781995.500000 Penalty: 3446.511963
	Iteration 27Q: 3 clusters Score -4781996 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -4782184.500000 Penalty: 3446.511963
	Iteration 28Q: 3 clusters Score -4782184 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4782356.000000 Penalty: 3446.511963
	Iteration 29Q: 3 clusters Score -4782356 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4782524.500000 Penalty: 3446.511963
	Iteration 30Q: 3 clusters Score -4782524 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4782685.000000 Penalty: 3446.511963
	Iteration 31Q: 3 clusters Score -4782685 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -4782783.000000 Penalty: 3446.511963
	Iteration 32Q: 3 clusters Score -4782783 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4782897.500000 Penalty: 3446.511963
	Iteration 33Q: 3 clusters Score -4782898 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4782992.500000 Penalty: 3446.511963
	Iteration 34Q: 3 clusters Score -4782992 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4783084.500000 Penalty: 3446.511963
	Iteration 35Q: 3 clusters Score -4783084 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4783165.500000 Penalty: 3446.511963
	Iteration 36Q: 3 clusters Score -4783166 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4783253.000000 Penalty: 3446.511963
	Iteration 37Q: 3 clusters Score -4783253 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4783314.000000 Penalty: 3446.511963
	Iteration 38Q: 3 clusters Score -4783314 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4783358.000000 Penalty: 3446.511963
	Iteration 39Q: 3 clusters Score -4783358 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4783388.000000 Penalty: 3446.511963
	Iteration 40F: 3 clusters Score -4783388 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4783413.000000 Penalty: 3446.511963
	Iteration 41Q: 3 clusters Score -4783413 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4783431.500000 Penalty: 3446.511963
	Iteration 42Q: 3 clusters Score -4783432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4783466.500000 Penalty: 3446.511963
	Iteration 43Q: 3 clusters Score -4783466 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4783482.500000 Penalty: 3446.511963
	Iteration 44Q: 3 clusters Score -4783482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4783499.500000 Penalty: 3446.511963
	Iteration 45Q: 3 clusters Score -4783500 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4783501.000000 Penalty: 3446.511963
	Iteration 46Q: 3 clusters Score -4783501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4783518.000000 Penalty: 3446.511963
	Iteration 47Q: 3 clusters Score -4783518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4783536.500000 Penalty: 3446.511963
	Iteration 48Q: 3 clusters Score -4783536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4783539.000000 Penalty: 3446.511963
	Iteration 49Q: 3 clusters Score -4783539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4783548.000000 Penalty: 3446.511963
	Iteration 50Q: 3 clusters Score -4783548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4783554.000000 Penalty: 3446.511963
	Iteration 51Q: 3 clusters Score -4783554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4783557.000000 Penalty: 3446.511963
	Iteration 52Q: 3 clusters Score -4783557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4783566.000000 Penalty: 3446.511963
	Iteration 53Q: 3 clusters Score -4783566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4783568.000000 Penalty: 3446.511963
	Iteration 54Q: 3 clusters Score -4783568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4783572.000000 Penalty: 3446.511963
	Iteration 55Q: 3 clusters Score -4783572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4783573.000000 Penalty: 3446.511963
	Iteration 56Q: 3 clusters Score -4783573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4783580.500000 Penalty: 3446.511963
	Iteration 57Q: 3 clusters Score -4783580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4783581.000000 Penalty: 3446.511963
	Iteration 58Q: 3 clusters Score -4783581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4783586.000000 Penalty: 3446.511963
	Iteration 59Q: 3 clusters Score -4783586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4783589.000000 Penalty: 3446.511963
	Iteration 60F: 3 clusters Score -4783589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4783588.000000 Penalty: 3446.511963
	Iteration 61Q: 3 clusters Score -4783588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4783593.500000 Penalty: 3446.511963
	Iteration 62Q: 3 clusters Score -4783594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4783587.000000 Penalty: 3446.511963
	Iteration 63Q: 3 clusters Score -4783587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4783586.000000 Penalty: 3446.511963
	Iteration 64Q: 3 clusters Score -4783586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4783588.500000 Penalty: 3446.511963
	Iteration 65Q: 3 clusters Score -4783588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4783585.500000 Penalty: 3446.511963
	Iteration 66Q: 3 clusters Score -4783586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4783591.000000 Penalty: 3446.511963
	Iteration 67Q: 3 clusters Score -4783591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4783589.500000 Penalty: 3446.511963
	Iteration 68Q: 3 clusters Score -4783590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4783589.000000 Penalty: 3446.511963
	Iteration 69Q: 3 clusters Score -4783589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4783594.500000 Penalty: 3446.511963
	Iteration 70Q: 3 clusters Score -4783594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4783601.500000 Penalty: 3446.511963
	Iteration 71Q: 3 clusters Score -4783602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4783597.000000 Penalty: 3446.511963
	Iteration 72Q: 3 clusters Score -4783597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4783603.000000 Penalty: 3446.511963
	Iteration 73Q: 3 clusters Score -4783603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4783607.000000 Penalty: 3446.511963
	Iteration 74Q: 3 clusters Score -4783607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4783604.000000 Penalty: 3446.511963
	Iteration 75Q: 3 clusters Score -4783604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4783608.500000 Penalty: 3446.511963
	Iteration 76Q: 3 clusters Score -4783608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4783611.500000 Penalty: 3446.511963
	Iteration 77Q: 3 clusters Score -4783612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4783610.500000 Penalty: 3446.511963
	Iteration 78Q: 3 clusters Score -4783610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4783608.500000 Penalty: 3446.511963
	Iteration 79Q: 3 clusters Score -4783608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4783604.000000 Penalty: 3446.511963
	Iteration 80F: 3 clusters Score -4783604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4783605.000000 Penalty: 3446.511963
	Iteration 81Q: 3 clusters Score -4783605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4783605.000000 Penalty: 3446.511963
	Iteration 82F: 3 clusters Score -4783605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Entering Unmasked Estep 
Score: -937084.312500 Penalty: 1448.320679
	Iteration 0F: 2 clusters Score -937084.3 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 3656 members 
Entering Unmasked Estep 
Score: -931618.187500 Penalty: 2896.641357
	Iteration 0F: 3 clusters Score -931618.2 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -933353.937500 Penalty: 2896.641357
	Iteration 1F: 3 clusters Score -933353.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -933692.937500 Penalty: 2896.641357
	Iteration 2F: 3 clusters Score -933692.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -934008.500000 Penalty: 2896.641357
	Iteration 3F: 3 clusters Score -934008.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -934258.687500 Penalty: 2896.641357
	Iteration 4F: 3 clusters Score -934258.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -934521.125000 Penalty: 2896.641357
	Iteration 5F: 3 clusters Score -934521.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -934834.437500 Penalty: 2896.641357
	Iteration 6F: 3 clusters Score -934834.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -935161.000000 Penalty: 2896.641357
	Iteration 7F: 3 clusters Score -935161 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -935452.625000 Penalty: 2896.641357
	Iteration 8F: 3 clusters Score -935452.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -935660.000000 Penalty: 2896.641357
	Iteration 9F: 3 clusters Score -935660 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -935805.937500 Penalty: 2896.641357
	Iteration 10Q: 3 clusters Score -935805.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -935931.625000 Penalty: 2896.641357
	Iteration 11Q: 3 clusters Score -935931.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -936038.812500 Penalty: 2896.641357
	Iteration 12Q: 3 clusters Score -936038.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -936135.937500 Penalty: 2896.641357
	Iteration 13Q: 3 clusters Score -936135.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -936209.750000 Penalty: 2896.641357
	Iteration 14Q: 3 clusters Score -936209.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -936259.125000 Penalty: 2896.641357
	Iteration 15Q: 3 clusters Score -936259.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -936298.812500 Penalty: 2896.641357
	Iteration 16Q: 3 clusters Score -936298.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -936332.375000 Penalty: 2896.641357
	Iteration 17Q: 3 clusters Score -936332.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -936370.250000 Penalty: 2896.641357
	Iteration 18Q: 3 clusters Score -936370.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -936400.562500 Penalty: 2896.641357
	Iteration 19Q: 3 clusters Score -936400.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -936419.250000 Penalty: 2896.641357
	Iteration 20F: 3 clusters Score -936419.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -936438.437500 Penalty: 2896.641357
	Iteration 21Q: 3 clusters Score -936438.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -936456.375000 Penalty: 2896.641357
	Iteration 22Q: 3 clusters Score -936456.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -936473.750000 Penalty: 2896.641357
	Iteration 23Q: 3 clusters Score -936473.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -936492.562500 Penalty: 2896.641357
	Iteration 24Q: 3 clusters Score -936492.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -936505.625000 Penalty: 2896.641357
	Iteration 25Q: 3 clusters Score -936505.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -936519.187500 Penalty: 2896.641357
	Iteration 26Q: 3 clusters Score -936519.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -936532.625000 Penalty: 2896.641357
	Iteration 27Q: 3 clusters Score -936532.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -936545.125000 Penalty: 2896.641357
	Iteration 28Q: 3 clusters Score -936545.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -936555.312500 Penalty: 2896.641357
	Iteration 29Q: 3 clusters Score -936555.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -936569.250000 Penalty: 2896.641357
	Iteration 30Q: 3 clusters Score -936569.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -936582.812500 Penalty: 2896.641357
	Iteration 31Q: 3 clusters Score -936582.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -936594.312500 Penalty: 2896.641357
	Iteration 32Q: 3 clusters Score -936594.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -936603.812500 Penalty: 2896.641357
	Iteration 33Q: 3 clusters Score -936603.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -936612.062500 Penalty: 2896.641357
	Iteration 34Q: 3 clusters Score -936612.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -936620.375000 Penalty: 2896.641357
	Iteration 35Q: 3 clusters Score -936620.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -936629.437500 Penalty: 2896.641357
	Iteration 36Q: 3 clusters Score -936629.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -936638.500000 Penalty: 2896.641357
	Iteration 37Q: 3 clusters Score -936638.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -936646.812500 Penalty: 2896.641357
	Iteration 38Q: 3 clusters Score -936646.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -936650.062500 Penalty: 2896.641357
	Iteration 39Q: 3 clusters Score -936650.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -936657.187500 Penalty: 2896.641357
	Iteration 40F: 3 clusters Score -936657.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -936661.375000 Penalty: 2896.641357
	Iteration 41Q: 3 clusters Score -936661.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -936665.437500 Penalty: 2896.641357
	Iteration 42Q: 3 clusters Score -936665.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -936668.062500 Penalty: 2896.641357
	Iteration 43Q: 3 clusters Score -936668.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -936675.500000 Penalty: 2896.641357
	Iteration 44Q: 3 clusters Score -936675.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -936678.062500 Penalty: 2896.641357
	Iteration 45Q: 3 clusters Score -936678.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -936678.687500 Penalty: 2896.641357
	Iteration 46Q: 3 clusters Score -936678.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -936682.875000 Penalty: 2896.641357
	Iteration 47Q: 3 clusters Score -936682.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -936683.750000 Penalty: 2896.641357
	Iteration 48Q: 3 clusters Score -936683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -936683.437500 Penalty: 2896.641357
	Iteration 49Q: 3 clusters Score -936683.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -936683.437500 Penalty: 2896.641357
	Iteration 50F: 3 clusters Score -936683.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Entering Unmasked Estep 
Score: -687592.250000 Penalty: 1397.719482
	Iteration 0F: 2 clusters Score -687592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -683390.500000 Penalty: 2795.438965
	Iteration 0F: 3 clusters Score -683390.5 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -684675.500000 Penalty: 2795.438965
	Iteration 1F: 3 clusters Score -684675.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -685044.750000 Penalty: 2795.438965
	Iteration 2F: 3 clusters Score -685044.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -685353.250000 Penalty: 2795.438965
	Iteration 3F: 3 clusters Score -685353.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -685686.437500 Penalty: 2795.438965
	Iteration 4F: 3 clusters Score -685686.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -686007.750000 Penalty: 2795.438965
	Iteration 5F: 3 clusters Score -686007.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -686251.750000 Penalty: 2795.438965
	Iteration 6F: 3 clusters Score -686251.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -686430.125000 Penalty: 2795.438965
	Iteration 7Q: 3 clusters Score -686430.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -686533.687500 Penalty: 2795.438965
	Iteration 8Q: 3 clusters Score -686533.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -686605.687500 Penalty: 2795.438965
	Iteration 9Q: 3 clusters Score -686605.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -686642.312500 Penalty: 2795.438965
	Iteration 10Q: 3 clusters Score -686642.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -686661.687500 Penalty: 2795.438965
	Iteration 11Q: 3 clusters Score -686661.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -686674.375000 Penalty: 2795.438965
	Iteration 12Q: 3 clusters Score -686674.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -686683.500000 Penalty: 2795.438965
	Iteration 13Q: 3 clusters Score -686683.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -686689.750000 Penalty: 2795.438965
	Iteration 14Q: 3 clusters Score -686689.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -686694.312500 Penalty: 2795.438965
	Iteration 15Q: 3 clusters Score -686694.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -686697.500000 Penalty: 2795.438965
	Iteration 16Q: 3 clusters Score -686697.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -686698.937500 Penalty: 2795.438965
	Iteration 17Q: 3 clusters Score -686698.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -686704.750000 Penalty: 2795.438965
	Iteration 18Q: 3 clusters Score -686704.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -686709.125000 Penalty: 2795.438965
	Iteration 19Q: 3 clusters Score -686709.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -686711.000000 Penalty: 2795.438965
	Iteration 20F: 3 clusters Score -686711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -686716.750000 Penalty: 2795.438965
	Iteration 21Q: 3 clusters Score -686716.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -686719.750000 Penalty: 2795.438965
	Iteration 22Q: 3 clusters Score -686719.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -686721.875000 Penalty: 2795.438965
	Iteration 23Q: 3 clusters Score -686721.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -686723.500000 Penalty: 2795.438965
	Iteration 24Q: 3 clusters Score -686723.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -686725.000000 Penalty: 2795.438965
	Iteration 25Q: 3 clusters Score -686725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -686724.812500 Penalty: 2795.438965
	Iteration 26Q: 3 clusters Score -686724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -686727.187500 Penalty: 2795.438965
	Iteration 27Q: 3 clusters Score -686727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -686727.687500 Penalty: 2795.438965
	Iteration 28Q: 3 clusters Score -686727.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -686728.250000 Penalty: 2795.438965
	Iteration 29Q: 3 clusters Score -686728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -686729.250000 Penalty: 2795.438965
	Iteration 30Q: 3 clusters Score -686729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -686730.375000 Penalty: 2795.438965
	Iteration 31Q: 3 clusters Score -686730.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -686731.312500 Penalty: 2795.438965
	Iteration 32Q: 3 clusters Score -686731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -686731.812500 Penalty: 2795.438965
	Iteration 33Q: 3 clusters Score -686731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -686731.812500 Penalty: 2795.438965
	Iteration 34F: 3 clusters Score -686731.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Entering Unmasked Estep 
Score: -3531389.500000 Penalty: 1663.417847
	Iteration 0F: 2 clusters Score -3531390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3512673.250000 Penalty: 3326.835693
	Iteration 0F: 3 clusters Score -3512673 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3519586.500000 Penalty: 3326.835693
	Iteration 1F: 3 clusters Score -3519586 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3519904.500000 Penalty: 3326.835693
	Iteration 2Q: 3 clusters Score -3519904 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3520232.500000 Penalty: 3326.835693
	Iteration 3Q: 3 clusters Score -3520232 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3520589.750000 Penalty: 3326.835693
	Iteration 4Q: 3 clusters Score -3520590 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3521131.750000 Penalty: 3326.835693
	Iteration 5Q: 3 clusters Score -3521132 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3521869.500000 Penalty: 3326.835693
	Iteration 6Q: 3 clusters Score -3521870 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3522877.500000 Penalty: 3326.835693
	Iteration 7F: 3 clusters Score -3522878 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3524204.000000 Penalty: 3326.835693
	Iteration 8F: 3 clusters Score -3524204 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3525742.500000 Penalty: 3326.835693
	Iteration 9F: 3 clusters Score -3525742 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -3527067.250000 Penalty: 3326.835693
	Iteration 10F: 3 clusters Score -3527067 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3528140.750000 Penalty: 3326.835693
	Iteration 11Q: 3 clusters Score -3528141 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -3528850.500000 Penalty: 3326.835693
	Iteration 12Q: 3 clusters Score -3528850 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -3529304.250000 Penalty: 3326.835693
	Iteration 13Q: 3 clusters Score -3529304 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -3529557.000000 Penalty: 3326.835693
	Iteration 14Q: 3 clusters Score -3529557 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3529701.000000 Penalty: 3326.835693
	Iteration 15Q: 3 clusters Score -3529701 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3529800.750000 Penalty: 3326.835693
	Iteration 16Q: 3 clusters Score -3529801 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -3529856.000000 Penalty: 3326.835693
	Iteration 17Q: 3 clusters Score -3529856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3529889.250000 Penalty: 3326.835693
	Iteration 18Q: 3 clusters Score -3529889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -3529913.500000 Penalty: 3326.835693
	Iteration 19Q: 3 clusters Score -3529914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3529927.750000 Penalty: 3326.835693
	Iteration 20F: 3 clusters Score -3529928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3529950.000000 Penalty: 3326.835693
	Iteration 21Q: 3 clusters Score -3529950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -3529978.000000 Penalty: 3326.835693
	Iteration 22Q: 3 clusters Score -3529978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3530001.250000 Penalty: 3326.835693
	Iteration 23Q: 3 clusters Score -3530001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -3530011.750000 Penalty: 3326.835693
	Iteration 24Q: 3 clusters Score -3530012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3530017.250000 Penalty: 3326.835693
	Iteration 25Q: 3 clusters Score -3530017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3530020.500000 Penalty: 3326.835693
	Iteration 26Q: 3 clusters Score -3530020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3530026.750000 Penalty: 3326.835693
	Iteration 27Q: 3 clusters Score -3530027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3530029.000000 Penalty: 3326.835693
	Iteration 28Q: 3 clusters Score -3530029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3530032.750000 Penalty: 3326.835693
	Iteration 29Q: 3 clusters Score -3530033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3530031.500000 Penalty: 3326.835693
	Iteration 30Q: 3 clusters Score -3530032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3530035.500000 Penalty: 3326.835693
	Iteration 31Q: 3 clusters Score -3530036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3530034.250000 Penalty: 3326.835693
	Iteration 32Q: 3 clusters Score -3530034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3530036.750000 Penalty: 3326.835693
	Iteration 33Q: 3 clusters Score -3530037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3530036.750000 Penalty: 3326.835693
	Iteration 34F: 3 clusters Score -3530037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Entering Unmasked Estep 
Score: -3981407.500000 Penalty: 1680.512207
	Iteration 0F: 2 clusters Score -3981408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -3960425.750000 Penalty: 3361.024414
	Iteration 0F: 3 clusters Score -3960426 nChanged 14355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -3968637.500000 Penalty: 3361.024414
	Iteration 1F: 3 clusters Score -3968638 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3969512.500000 Penalty: 3361.024414
	Iteration 2F: 3 clusters Score -3969512 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3970756.750000 Penalty: 3361.024414
	Iteration 3F: 3 clusters Score -3970757 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3972344.500000 Penalty: 3361.024414
	Iteration 4F: 3 clusters Score -3972344 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3974004.000000 Penalty: 3361.024414
	Iteration 5F: 3 clusters Score -3974004 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -3975528.500000 Penalty: 3361.024414
	Iteration 6F: 3 clusters Score -3975528 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -3976807.750000 Penalty: 3361.024414
	Iteration 7F: 3 clusters Score -3976808 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -3977824.750000 Penalty: 3361.024414
	Iteration 8Q: 3 clusters Score -3977825 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -3978588.750000 Penalty: 3361.024414
	Iteration 9Q: 3 clusters Score -3978589 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3979106.000000 Penalty: 3361.024414
	Iteration 10Q: 3 clusters Score -3979106 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3979428.000000 Penalty: 3361.024414
	Iteration 11Q: 3 clusters Score -3979428 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3979668.250000 Penalty: 3361.024414
	Iteration 12Q: 3 clusters Score -3979668 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3979860.750000 Penalty: 3361.024414
	Iteration 13Q: 3 clusters Score -3979861 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3980024.750000 Penalty: 3361.024414
	Iteration 14Q: 3 clusters Score -3980025 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3980192.000000 Penalty: 3361.024414
	Iteration 15Q: 3 clusters Score -3980192 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3980312.250000 Penalty: 3361.024414
	Iteration 16Q: 3 clusters Score -3980312 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3980436.750000 Penalty: 3361.024414
	Iteration 17Q: 3 clusters Score -3980437 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3980505.500000 Penalty: 3361.024414
	Iteration 18Q: 3 clusters Score -3980506 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3980581.750000 Penalty: 3361.024414
	Iteration 19Q: 3 clusters Score -3980582 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3980642.000000 Penalty: 3361.024414
	Iteration 20F: 3 clusters Score -3980642 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3980680.250000 Penalty: 3361.024414
	Iteration 21Q: 3 clusters Score -3980680 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3980711.000000 Penalty: 3361.024414
	Iteration 22Q: 3 clusters Score -3980711 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -3980744.000000 Penalty: 3361.024414
	Iteration 23Q: 3 clusters Score -3980744 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -3980775.750000 Penalty: 3361.024414
	Iteration 24Q: 3 clusters Score -3980776 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3980795.250000 Penalty: 3361.024414
	Iteration 25Q: 3 clusters Score -3980795 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -3980803.000000 Penalty: 3361.024414
	Iteration 26Q: 3 clusters Score -3980803 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -3980820.500000 Penalty: 3361.024414
	Iteration 27Q: 3 clusters Score -3980820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3980831.250000 Penalty: 3361.024414
	Iteration 28Q: 3 clusters Score -3980831 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -3980837.250000 Penalty: 3361.024414
	Iteration 29Q: 3 clusters Score -3980837 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -3980853.500000 Penalty: 3361.024414
	Iteration 30Q: 3 clusters Score -3980854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -3980872.750000 Penalty: 3361.024414
	Iteration 31Q: 3 clusters Score -3980873 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -3980884.000000 Penalty: 3361.024414
	Iteration 32Q: 3 clusters Score -3980884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3980891.750000 Penalty: 3361.024414
	Iteration 33Q: 3 clusters Score -3980892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -3980902.500000 Penalty: 3361.024414
	Iteration 34Q: 3 clusters Score -3980902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3980906.750000 Penalty: 3361.024414
	Iteration 35Q: 3 clusters Score -3980907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -3980908.000000 Penalty: 3361.024414
	Iteration 36Q: 3 clusters Score -3980908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3980917.250000 Penalty: 3361.024414
	Iteration 37Q: 3 clusters Score -3980917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -3980928.000000 Penalty: 3361.024414
	Iteration 38Q: 3 clusters Score -3980928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -3980919.250000 Penalty: 3361.024414
	Iteration 39Q: 3 clusters Score -3980919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -3980916.000000 Penalty: 3361.024414
	Iteration 40F: 3 clusters Score -3980916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -3980923.750000 Penalty: 3361.024414
	Iteration 41Q: 3 clusters Score -3980924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -3980930.750000 Penalty: 3361.024414
	Iteration 42Q: 3 clusters Score -3980931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -3980923.750000 Penalty: 3361.024414
	Iteration 43Q: 3 clusters Score -3980924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -3980930.000000 Penalty: 3361.024414
	Iteration 44Q: 3 clusters Score -3980930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -3980932.750000 Penalty: 3361.024414
	Iteration 45Q: 3 clusters Score -3980933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -3980930.500000 Penalty: 3361.024414
	Iteration 46Q: 3 clusters Score -3980930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -3980936.000000 Penalty: 3361.024414
	Iteration 47Q: 3 clusters Score -3980936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -3980941.250000 Penalty: 3361.024414
	Iteration 48Q: 3 clusters Score -3980941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3980942.500000 Penalty: 3361.024414
	Iteration 49Q: 3 clusters Score -3980942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -3980949.000000 Penalty: 3361.024414
	Iteration 50Q: 3 clusters Score -3980949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -3980949.000000 Penalty: 3361.024414
	Iteration 51Q: 3 clusters Score -3980949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -3980948.750000 Penalty: 3361.024414
	Iteration 52Q: 3 clusters Score -3980949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3980952.000000 Penalty: 3361.024414
	Iteration 53Q: 3 clusters Score -3980952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -3980949.750000 Penalty: 3361.024414
	Iteration 54Q: 3 clusters Score -3980950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -3980949.750000 Penalty: 3361.024414
	Iteration 55F: 3 clusters Score -3980950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -405646.843750 Penalty: 1338.590332
	Iteration 0F: 2 clusters Score -405646.8 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 1791 members 
Entering Unmasked Estep 
Score: -402431.687500 Penalty: 2677.180664
	Iteration 0F: 3 clusters Score -402431.7 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -403489.343750 Penalty: 2677.180664
	Iteration 1F: 3 clusters Score -403489.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -403955.875000 Penalty: 2677.180664
	Iteration 2F: 3 clusters Score -403955.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -404394.593750 Penalty: 2677.180664
	Iteration 3F: 3 clusters Score -404394.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -404768.406250 Penalty: 2677.180664
	Iteration 4F: 3 clusters Score -404768.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -404995.031250 Penalty: 2677.180664
	Iteration 5F: 3 clusters Score -404995 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -405141.375000 Penalty: 2677.180664
	Iteration 6Q: 3 clusters Score -405141.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -405225.687500 Penalty: 2677.180664
	Iteration 7Q: 3 clusters Score -405225.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -405281.281250 Penalty: 2677.180664
	Iteration 8Q: 3 clusters Score -405281.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -405321.625000 Penalty: 2677.180664
	Iteration 9Q: 3 clusters Score -405321.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -405357.812500 Penalty: 2677.180664
	Iteration 10Q: 3 clusters Score -405357.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -405396.218750 Penalty: 2677.180664
	Iteration 11Q: 3 clusters Score -405396.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -405416.656250 Penalty: 2677.180664
	Iteration 12Q: 3 clusters Score -405416.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -405430.500000 Penalty: 2677.180664
	Iteration 13Q: 3 clusters Score -405430.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -405439.687500 Penalty: 2677.180664
	Iteration 14Q: 3 clusters Score -405439.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -405446.468750 Penalty: 2677.180664
	Iteration 15Q: 3 clusters Score -405446.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -405450.968750 Penalty: 2677.180664
	Iteration 16Q: 3 clusters Score -405451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -405455.781250 Penalty: 2677.180664
	Iteration 17Q: 3 clusters Score -405455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -405461.125000 Penalty: 2677.180664
	Iteration 18Q: 3 clusters Score -405461.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -405463.093750 Penalty: 2677.180664
	Iteration 19Q: 3 clusters Score -405463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -405464.156250 Penalty: 2677.180664
	Iteration 20F: 3 clusters Score -405464.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -405469.750000 Penalty: 2677.180664
	Iteration 21Q: 3 clusters Score -405469.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -405474.875000 Penalty: 2677.180664
	Iteration 22Q: 3 clusters Score -405474.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -405478.500000 Penalty: 2677.180664
	Iteration 23Q: 3 clusters Score -405478.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -405482.093750 Penalty: 2677.180664
	Iteration 24Q: 3 clusters Score -405482.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -405484.968750 Penalty: 2677.180664
	Iteration 25Q: 3 clusters Score -405485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -405487.718750 Penalty: 2677.180664
	Iteration 26Q: 3 clusters Score -405487.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -405492.031250 Penalty: 2677.180664
	Iteration 27Q: 3 clusters Score -405492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -405496.218750 Penalty: 2677.180664
	Iteration 28Q: 3 clusters Score -405496.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -405498.531250 Penalty: 2677.180664
	Iteration 29Q: 3 clusters Score -405498.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -405499.937500 Penalty: 2677.180664
	Iteration 30Q: 3 clusters Score -405499.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -405504.531250 Penalty: 2677.180664
	Iteration 31Q: 3 clusters Score -405504.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -405508.312500 Penalty: 2677.180664
	Iteration 32Q: 3 clusters Score -405508.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -405509.875000 Penalty: 2677.180664
	Iteration 33Q: 3 clusters Score -405509.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -405511.687500 Penalty: 2677.180664
	Iteration 34Q: 3 clusters Score -405511.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -405512.437500 Penalty: 2677.180664
	Iteration 35Q: 3 clusters Score -405512.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -405513.906250 Penalty: 2677.180664
	Iteration 36Q: 3 clusters Score -405513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -405514.812500 Penalty: 2677.180664
	Iteration 37Q: 3 clusters Score -405514.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -405516.343750 Penalty: 2677.180664
	Iteration 38Q: 3 clusters Score -405516.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -405516.156250 Penalty: 2677.180664
	Iteration 39Q: 3 clusters Score -405516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -405516.156250 Penalty: 2677.180664
	Iteration 40F: 3 clusters Score -405516.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Entering Unmasked Estep 
Score: -619182.250000 Penalty: 1384.173828
	Iteration 0F: 2 clusters Score -619182.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -615167.187500 Penalty: 2768.347656
	Iteration 0F: 3 clusters Score -615167.2 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -616303.187500 Penalty: 2768.347656
	Iteration 1F: 3 clusters Score -616303.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -616495.937500 Penalty: 2768.347656
	Iteration 2F: 3 clusters Score -616495.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -616641.500000 Penalty: 2768.347656
	Iteration 3F: 3 clusters Score -616641.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -616745.000000 Penalty: 2768.347656
	Iteration 4Q: 3 clusters Score -616745 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -616830.562500 Penalty: 2768.347656
	Iteration 5Q: 3 clusters Score -616830.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -616916.187500 Penalty: 2768.347656
	Iteration 6Q: 3 clusters Score -616916.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -616995.000000 Penalty: 2768.347656
	Iteration 7Q: 3 clusters Score -616995 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -617082.750000 Penalty: 2768.347656
	Iteration 8Q: 3 clusters Score -617082.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -617156.875000 Penalty: 2768.347656
	Iteration 9Q: 3 clusters Score -617156.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -617235.687500 Penalty: 2768.347656
	Iteration 10Q: 3 clusters Score -617235.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -617307.000000 Penalty: 2768.347656
	Iteration 11Q: 3 clusters Score -617307 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -617357.875000 Penalty: 2768.347656
	Iteration 12Q: 3 clusters Score -617357.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -617420.250000 Penalty: 2768.347656
	Iteration 13Q: 3 clusters Score -617420.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -617484.687500 Penalty: 2768.347656
	Iteration 14Q: 3 clusters Score -617484.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -617538.187500 Penalty: 2768.347656
	Iteration 15Q: 3 clusters Score -617538.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -617589.062500 Penalty: 2768.347656
	Iteration 16Q: 3 clusters Score -617589.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -617628.500000 Penalty: 2768.347656
	Iteration 17Q: 3 clusters Score -617628.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -617665.687500 Penalty: 2768.347656
	Iteration 18Q: 3 clusters Score -617665.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -617690.250000 Penalty: 2768.347656
	Iteration 19Q: 3 clusters Score -617690.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -617711.125000 Penalty: 2768.347656
	Iteration 20F: 3 clusters Score -617711.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -617727.250000 Penalty: 2768.347656
	Iteration 21Q: 3 clusters Score -617727.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -617743.250000 Penalty: 2768.347656
	Iteration 22Q: 3 clusters Score -617743.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -617755.687500 Penalty: 2768.347656
	Iteration 23Q: 3 clusters Score -617755.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -617763.562500 Penalty: 2768.347656
	Iteration 24Q: 3 clusters Score -617763.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -617774.687500 Penalty: 2768.347656
	Iteration 25Q: 3 clusters Score -617774.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -617788.500000 Penalty: 2768.347656
	Iteration 26Q: 3 clusters Score -617788.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -617800.125000 Penalty: 2768.347656
	Iteration 27Q: 3 clusters Score -617800.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -617807.875000 Penalty: 2768.347656
	Iteration 28Q: 3 clusters Score -617807.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -617809.187500 Penalty: 2768.347656
	Iteration 29Q: 3 clusters Score -617809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -617809.750000 Penalty: 2768.347656
	Iteration 30Q: 3 clusters Score -617809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -617811.625000 Penalty: 2768.347656
	Iteration 31Q: 3 clusters Score -617811.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -617810.187500 Penalty: 2768.347656
	Iteration 32Q: 3 clusters Score -617810.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -617810.187500 Penalty: 2768.347656
	Iteration 33F: 3 clusters Score -617810.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Entering Unmasked Estep 
Score: -3965001.500000 Penalty: 1681.103516
	Iteration 0F: 2 clusters Score -3965002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3944069.500000 Penalty: 3362.207031
	Iteration 0F: 3 clusters Score -3944070 nChanged 14303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3951913.000000 Penalty: 3362.207031
	Iteration 1F: 3 clusters Score -3951913 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -3952251.000000 Penalty: 3362.207031
	Iteration 2Q: 3 clusters Score -3952251 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -3952571.500000 Penalty: 3362.207031
	Iteration 3Q: 3 clusters Score -3952572 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3952854.250000 Penalty: 3362.207031
	Iteration 4Q: 3 clusters Score -3952854 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3953152.000000 Penalty: 3362.207031
	Iteration 5Q: 3 clusters Score -3953152 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3953493.250000 Penalty: 3362.207031
	Iteration 6Q: 3 clusters Score -3953493 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3953918.500000 Penalty: 3362.207031
	Iteration 7Q: 3 clusters Score -3953918 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3954473.250000 Penalty: 3362.207031
	Iteration 8Q: 3 clusters Score -3954473 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3955177.500000 Penalty: 3362.207031
	Iteration 9Q: 3 clusters Score -3955178 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3956067.750000 Penalty: 3362.207031
	Iteration 10Q: 3 clusters Score -3956068 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3957136.250000 Penalty: 3362.207031
	Iteration 11F: 3 clusters Score -3957136 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3958265.000000 Penalty: 3362.207031
	Iteration 12F: 3 clusters Score -3958265 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3959112.250000 Penalty: 3362.207031
	Iteration 13F: 3 clusters Score -3959112 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3959586.500000 Penalty: 3362.207031
	Iteration 14Q: 3 clusters Score -3959586 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3959809.250000 Penalty: 3362.207031
	Iteration 15Q: 3 clusters Score -3959809 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3959970.500000 Penalty: 3362.207031
	Iteration 16Q: 3 clusters Score -3959970 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3960082.000000 Penalty: 3362.207031
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Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14090 members 
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Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 17395 members 
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Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 18718 members 
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Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 19750 members 
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	Iteration 80F: 3 clusters Score -3962917 nChanged 10
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	Iteration 90Q: 3 clusters Score -3962922 nChanged 6
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Entering Unmasked Estep 
Score: -3962926.750000 Penalty: 3362.207031
	Iteration 110Q: 3 clusters Score -3962927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -3962926.000000 Penalty: 3362.207031
	Iteration 111Q: 3 clusters Score -3962926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -3962926.000000 Penalty: 3362.207031
	Iteration 112F: 3 clusters Score -3962926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Entering Unmasked Estep 
Score: -2107839.750000 Penalty: 1577.918457
	Iteration 0F: 2 clusters Score -2107840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2096417.125000 Penalty: 3155.836914
	Iteration 0F: 3 clusters Score -2096417 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2100504.500000 Penalty: 3155.836914
	Iteration 1F: 3 clusters Score -2100504 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2100851.000000 Penalty: 3155.836914
	Iteration 2F: 3 clusters Score -2100851 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2101152.750000 Penalty: 3155.836914
	Iteration 3Q: 3 clusters Score -2101153 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2101434.250000 Penalty: 3155.836914
	Iteration 4Q: 3 clusters Score -2101434 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2101792.750000 Penalty: 3155.836914
	Iteration 5Q: 3 clusters Score -2101793 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2102207.000000 Penalty: 3155.836914
	Iteration 6Q: 3 clusters Score -2102207 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2102734.750000 Penalty: 3155.836914
	Iteration 7Q: 3 clusters Score -2102735 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2103288.250000 Penalty: 3155.836914
	Iteration 8Q: 3 clusters Score -2103288 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2103777.000000 Penalty: 3155.836914
	Iteration 9Q: 3 clusters Score -2103777 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2104160.500000 Penalty: 3155.836914
	Iteration 10Q: 3 clusters Score -2104160 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2104440.000000 Penalty: 3155.836914
	Iteration 11Q: 3 clusters Score -2104440 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2104647.750000 Penalty: 3155.836914
	Iteration 12Q: 3 clusters Score -2104648 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2104805.750000 Penalty: 3155.836914
	Iteration 13Q: 3 clusters Score -2104806 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2104933.500000 Penalty: 3155.836914
	Iteration 14Q: 3 clusters Score -2104934 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2105056.250000 Penalty: 3155.836914
	Iteration 15Q: 3 clusters Score -2105056 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2105151.500000 Penalty: 3155.836914
	Iteration 16Q: 3 clusters Score -2105152 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2105247.500000 Penalty: 3155.836914
	Iteration 17Q: 3 clusters Score -2105248 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2105351.250000 Penalty: 3155.836914
	Iteration 18Q: 3 clusters Score -2105351 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2105449.000000 Penalty: 3155.836914
	Iteration 19Q: 3 clusters Score -2105449 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2105536.000000 Penalty: 3155.836914
	Iteration 20F: 3 clusters Score -2105536 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2105612.250000 Penalty: 3155.836914
	Iteration 21Q: 3 clusters Score -2105612 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2105703.000000 Penalty: 3155.836914
	Iteration 22Q: 3 clusters Score -2105703 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2105807.000000 Penalty: 3155.836914
	Iteration 23Q: 3 clusters Score -2105807 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2105905.500000 Penalty: 3155.836914
	Iteration 24Q: 3 clusters Score -2105906 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2105994.000000 Penalty: 3155.836914
	Iteration 25Q: 3 clusters Score -2105994 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2106053.000000 Penalty: 3155.836914
	Iteration 26Q: 3 clusters Score -2106053 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2106115.000000 Penalty: 3155.836914
	Iteration 27Q: 3 clusters Score -2106115 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2106171.250000 Penalty: 3155.836914
	Iteration 28Q: 3 clusters Score -2106171 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2106204.250000 Penalty: 3155.836914
	Iteration 29Q: 3 clusters Score -2106204 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2106252.500000 Penalty: 3155.836914
	Iteration 30Q: 3 clusters Score -2106252 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2106289.250000 Penalty: 3155.836914
	Iteration 31Q: 3 clusters Score -2106289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2106319.250000 Penalty: 3155.836914
	Iteration 32Q: 3 clusters Score -2106319 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2106342.250000 Penalty: 3155.836914
	Iteration 33Q: 3 clusters Score -2106342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2106368.250000 Penalty: 3155.836914
	Iteration 34Q: 3 clusters Score -2106368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2106385.000000 Penalty: 3155.836914
	Iteration 35Q: 3 clusters Score -2106385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2106400.500000 Penalty: 3155.836914
	Iteration 36Q: 3 clusters Score -2106400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2106414.500000 Penalty: 3155.836914
	Iteration 37Q: 3 clusters Score -2106414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2106429.250000 Penalty: 3155.836914
	Iteration 38Q: 3 clusters Score -2106429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2106440.500000 Penalty: 3155.836914
	Iteration 39Q: 3 clusters Score -2106440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2106455.500000 Penalty: 3155.836914
	Iteration 40F: 3 clusters Score -2106456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2106473.000000 Penalty: 3155.836914
	Iteration 41Q: 3 clusters Score -2106473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2106482.500000 Penalty: 3155.836914
	Iteration 42Q: 3 clusters Score -2106482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2106490.500000 Penalty: 3155.836914
	Iteration 43Q: 3 clusters Score -2106490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2106498.000000 Penalty: 3155.836914
	Iteration 44Q: 3 clusters Score -2106498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2106503.500000 Penalty: 3155.836914
	Iteration 45Q: 3 clusters Score -2106504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2106509.000000 Penalty: 3155.836914
	Iteration 46Q: 3 clusters Score -2106509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2106511.750000 Penalty: 3155.836914
	Iteration 47Q: 3 clusters Score -2106512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2106516.500000 Penalty: 3155.836914
	Iteration 48Q: 3 clusters Score -2106516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2106522.250000 Penalty: 3155.836914
	Iteration 49Q: 3 clusters Score -2106522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2106523.500000 Penalty: 3155.836914
	Iteration 50Q: 3 clusters Score -2106524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2106524.000000 Penalty: 3155.836914
	Iteration 51Q: 3 clusters Score -2106524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2106524.750000 Penalty: 3155.836914
	Iteration 52Q: 3 clusters Score -2106525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2106526.750000 Penalty: 3155.836914
	Iteration 53Q: 3 clusters Score -2106527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2106530.500000 Penalty: 3155.836914
	Iteration 54Q: 3 clusters Score -2106530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2106533.000000 Penalty: 3155.836914
	Iteration 55Q: 3 clusters Score -2106533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2106538.000000 Penalty: 3155.836914
	Iteration 56Q: 3 clusters Score -2106538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2106541.250000 Penalty: 3155.836914
	Iteration 57Q: 3 clusters Score -2106541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2106548.250000 Penalty: 3155.836914
	Iteration 58Q: 3 clusters Score -2106548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2106552.000000 Penalty: 3155.836914
	Iteration 59Q: 3 clusters Score -2106552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2106555.500000 Penalty: 3155.836914
	Iteration 60F: 3 clusters Score -2106556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2106560.000000 Penalty: 3155.836914
	Iteration 61Q: 3 clusters Score -2106560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2106560.000000 Penalty: 3155.836914
	Iteration 62F: 3 clusters Score -2106560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -455333.531250 Penalty: 1332.546753
	Iteration 0F: 2 clusters Score -455333.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -452186.000000 Penalty: 2665.093506
	Iteration 0F: 3 clusters Score -452186 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -453086.437500 Penalty: 2665.093506
	Iteration 1F: 3 clusters Score -453086.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -453301.531250 Penalty: 2665.093506
	Iteration 2F: 3 clusters Score -453301.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -453511.187500 Penalty: 2665.093506
	Iteration 3F: 3 clusters Score -453511.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -453776.750000 Penalty: 2665.093506
	Iteration 4F: 3 clusters Score -453776.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -454062.625000 Penalty: 2665.093506
	Iteration 5F: 3 clusters Score -454062.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -454283.125000 Penalty: 2665.093506
	Iteration 6F: 3 clusters Score -454283.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -454410.750000 Penalty: 2665.093506
	Iteration 7Q: 3 clusters Score -454410.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -454481.718750 Penalty: 2665.093506
	Iteration 8Q: 3 clusters Score -454481.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -454528.625000 Penalty: 2665.093506
	Iteration 9Q: 3 clusters Score -454528.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -454555.906250 Penalty: 2665.093506
	Iteration 10Q: 3 clusters Score -454555.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -454569.750000 Penalty: 2665.093506
	Iteration 11Q: 3 clusters Score -454569.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -454581.062500 Penalty: 2665.093506
	Iteration 12Q: 3 clusters Score -454581.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -454590.500000 Penalty: 2665.093506
	Iteration 13Q: 3 clusters Score -454590.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -454597.968750 Penalty: 2665.093506
	Iteration 14Q: 3 clusters Score -454598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -454602.187500 Penalty: 2665.093506
	Iteration 15Q: 3 clusters Score -454602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -454603.968750 Penalty: 2665.093506
	Iteration 16Q: 3 clusters Score -454604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -454604.562500 Penalty: 2665.093506
	Iteration 17Q: 3 clusters Score -454604.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -454605.000000 Penalty: 2665.093506
	Iteration 18Q: 3 clusters Score -454605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -454605.562500 Penalty: 2665.093506
	Iteration 19Q: 3 clusters Score -454605.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -454605.781250 Penalty: 2665.093506
	Iteration 20F: 3 clusters Score -454605.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -28736.486328 Penalty: 906.706116
	Iteration 0F: 2 clusters Score -28736.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27927.515625 Penalty: 1813.412231
	Iteration 0F: 3 clusters Score -27927.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28004.781250 Penalty: 1813.412231
	Iteration 1F: 3 clusters Score -28004.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28048.832031 Penalty: 1813.412231
	Iteration 2Q: 3 clusters Score -28048.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28060.724609 Penalty: 1813.412231
	Iteration 3Q: 3 clusters Score -28060.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28067.484375 Penalty: 1813.412231
	Iteration 4Q: 3 clusters Score -28067.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28068.615234 Penalty: 1813.412231
	Iteration 5Q: 3 clusters Score -28068.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28068.615234 Penalty: 1813.412231
	Iteration 6F: 3 clusters Score -28068.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Entering Unmasked Estep 
Score: -448181.968750 Penalty: 1336.600708
	Iteration 0F: 2 clusters Score -448182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -445006.750000 Penalty: 2673.201416
	Iteration 0F: 3 clusters Score -445006.8 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -445954.500000 Penalty: 2673.201416
	Iteration 1F: 3 clusters Score -445954.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -446317.031250 Penalty: 2673.201416
	Iteration 2F: 3 clusters Score -446317 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -446605.281250 Penalty: 2673.201416
	Iteration 3F: 3 clusters Score -446605.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -446822.656250 Penalty: 2673.201416
	Iteration 4F: 3 clusters Score -446822.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -446961.968750 Penalty: 2673.201416
	Iteration 5F: 3 clusters Score -446962 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -447046.062500 Penalty: 2673.201416
	Iteration 6Q: 3 clusters Score -447046.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -447121.593750 Penalty: 2673.201416
	Iteration 7Q: 3 clusters Score -447121.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -447189.968750 Penalty: 2673.201416
	Iteration 8Q: 3 clusters Score -447190 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -447245.406250 Penalty: 2673.201416
	Iteration 9Q: 3 clusters Score -447245.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -447283.531250 Penalty: 2673.201416
	Iteration 10Q: 3 clusters Score -447283.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -447342.468750 Penalty: 2673.201416
	Iteration 11Q: 3 clusters Score -447342.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -447397.218750 Penalty: 2673.201416
	Iteration 12Q: 3 clusters Score -447397.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -447430.593750 Penalty: 2673.201416
	Iteration 13Q: 3 clusters Score -447430.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -447446.843750 Penalty: 2673.201416
	Iteration 14Q: 3 clusters Score -447446.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -447458.343750 Penalty: 2673.201416
	Iteration 15Q: 3 clusters Score -447458.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -447465.218750 Penalty: 2673.201416
	Iteration 16Q: 3 clusters Score -447465.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -447468.093750 Penalty: 2673.201416
	Iteration 17Q: 3 clusters Score -447468.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -447468.968750 Penalty: 2673.201416
	Iteration 18Q: 3 clusters Score -447469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -447471.000000 Penalty: 2673.201416
	Iteration 19Q: 3 clusters Score -447471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -447472.187500 Penalty: 2673.201416
	Iteration 20F: 3 clusters Score -447472.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -447471.875000 Penalty: 2673.201416
	Iteration 21Q: 3 clusters Score -447471.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -447471.875000 Penalty: 2673.201416
	Iteration 22F: 3 clusters Score -447471.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (60111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Entering Unmasked Estep 
Score: -7062467.500000 Penalty: 1788.141602
	Iteration 0F: 2 clusters Score -7062468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -7022573.500000 Penalty: 3576.283203
	Iteration 0F: 3 clusters Score -7022574 nChanged 28272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -7040341.000000 Penalty: 3576.283203
	Iteration 1F: 3 clusters Score -7040341 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -7042407.500000 Penalty: 3576.283203
	Iteration 2F: 3 clusters Score -7042408 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -7044810.000000 Penalty: 3576.283203
	Iteration 3F: 3 clusters Score -7044810 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -7047463.500000 Penalty: 3576.283203
	Iteration 4F: 3 clusters Score -7047464 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -7050259.500000 Penalty: 3576.283203
	Iteration 5F: 3 clusters Score -7050260 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -7052630.500000 Penalty: 3576.283203
	Iteration 6F: 3 clusters Score -7052630 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -7054364.000000 Penalty: 3576.283203
	Iteration 7Q: 3 clusters Score -7054364 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -7055473.500000 Penalty: 3576.283203
	Iteration 8Q: 3 clusters Score -7055474 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -7056196.000000 Penalty: 3576.283203
	Iteration 9Q: 3 clusters Score -7056196 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -7056689.500000 Penalty: 3576.283203
	Iteration 10Q: 3 clusters Score -7056690 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -7057239.000000 Penalty: 3576.283203
	Iteration 11Q: 3 clusters Score -7057239 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -7057660.500000 Penalty: 3576.283203
	Iteration 12Q: 3 clusters Score -7057660 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -7058004.500000 Penalty: 3576.283203
	Iteration 13Q: 3 clusters Score -7058004 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -7058271.500000 Penalty: 3576.283203
	Iteration 14Q: 3 clusters Score -7058272 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -7058480.500000 Penalty: 3576.283203
	Iteration 15Q: 3 clusters Score -7058480 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -7058706.000000 Penalty: 3576.283203
	Iteration 16Q: 3 clusters Score -7058706 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -7058929.500000 Penalty: 3576.283203
	Iteration 17Q: 3 clusters Score -7058930 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -7059096.000000 Penalty: 3576.283203
	Iteration 18Q: 3 clusters Score -7059096 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -7059260.000000 Penalty: 3576.283203
	Iteration 19Q: 3 clusters Score -7059260 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -7059446.000000 Penalty: 3576.283203
	Iteration 20F: 3 clusters Score -7059446 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -7059586.000000 Penalty: 3576.283203
	Iteration 21Q: 3 clusters Score -7059586 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -7059768.500000 Penalty: 3576.283203
	Iteration 22Q: 3 clusters Score -7059768 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -7059919.000000 Penalty: 3576.283203
	Iteration 23Q: 3 clusters Score -7059919 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -7060052.500000 Penalty: 3576.283203
	Iteration 24Q: 3 clusters Score -7060052 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -7060197.000000 Penalty: 3576.283203
	Iteration 25Q: 3 clusters Score -7060197 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -7060322.500000 Penalty: 3576.283203
	Iteration 26Q: 3 clusters Score -7060322 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -7060434.000000 Penalty: 3576.283203
	Iteration 27Q: 3 clusters Score -7060434 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -7060504.000000 Penalty: 3576.283203
	Iteration 28Q: 3 clusters Score -7060504 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -7060600.500000 Penalty: 3576.283203
	Iteration 29Q: 3 clusters Score -7060600 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -7060670.000000 Penalty: 3576.283203
	Iteration 30Q: 3 clusters Score -7060670 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -7060757.000000 Penalty: 3576.283203
	Iteration 31Q: 3 clusters Score -7060757 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 56524 members 
Entering Unmasked Estep 
Score: -7060847.500000 Penalty: 3576.283203
	Iteration 32Q: 3 clusters Score -7060848 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -7060907.500000 Penalty: 3576.283203
	Iteration 33Q: 3 clusters Score -7060908 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -7060968.000000 Penalty: 3576.283203
	Iteration 34Q: 3 clusters Score -7060968 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -7061033.000000 Penalty: 3576.283203
	Iteration 35Q: 3 clusters Score -7061033 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -7061098.500000 Penalty: 3576.283203
	Iteration 36Q: 3 clusters Score -7061098 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -7061163.500000 Penalty: 3576.283203
	Iteration 37Q: 3 clusters Score -7061164 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -7061199.500000 Penalty: 3576.283203
	Iteration 38Q: 3 clusters Score -7061200 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -7061232.000000 Penalty: 3576.283203
	Iteration 39Q: 3 clusters Score -7061232 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -7061250.500000 Penalty: 3576.283203
	Iteration 40F: 3 clusters Score -7061250 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -7061264.000000 Penalty: 3576.283203
	Iteration 41Q: 3 clusters Score -7061264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -7061296.000000 Penalty: 3576.283203
	Iteration 42Q: 3 clusters Score -7061296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -7061298.000000 Penalty: 3576.283203
	Iteration 43Q: 3 clusters Score -7061298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -7061302.500000 Penalty: 3576.283203
	Iteration 44Q: 3 clusters Score -7061302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 58085 members 
Entering Unmasked Estep 
Score: -7061317.500000 Penalty: 3576.283203
	Iteration 45Q: 3 clusters Score -7061318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 58130 members 
Entering Unmasked Estep 
Score: -7061319.500000 Penalty: 3576.283203
	Iteration 46Q: 3 clusters Score -7061320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -7061322.500000 Penalty: 3576.283203
	Iteration 47Q: 3 clusters Score -7061322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 58194 members 
Entering Unmasked Estep 
Score: -7061324.000000 Penalty: 3576.283203
	Iteration 48Q: 3 clusters Score -7061324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -7061338.500000 Penalty: 3576.283203
	Iteration 49Q: 3 clusters Score -7061338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -7061353.500000 Penalty: 3576.283203
	Iteration 50Q: 3 clusters Score -7061354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -7061348.000000 Penalty: 3576.283203
	Iteration 51Q: 3 clusters Score -7061348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -7061355.000000 Penalty: 3576.283203
	Iteration 52Q: 3 clusters Score -7061355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -7061352.000000 Penalty: 3576.283203
	Iteration 53Q: 3 clusters Score -7061352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 58256 members 
Entering Unmasked Estep 
Score: -7061355.500000 Penalty: 3576.283203
	Iteration 54Q: 3 clusters Score -7061356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -7061346.000000 Penalty: 3576.283203
	Iteration 55Q: 3 clusters Score -7061346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -7061349.500000 Penalty: 3576.283203
	Iteration 56Q: 3 clusters Score -7061350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -7061355.500000 Penalty: 3576.283203
	Iteration 57Q: 3 clusters Score -7061356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -7061359.000000 Penalty: 3576.283203
	Iteration 58Q: 3 clusters Score -7061359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -7061358.500000 Penalty: 3576.283203
	Iteration 59Q: 3 clusters Score -7061358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 58281 members 
Entering Unmasked Estep 
Score: -7061370.500000 Penalty: 3576.283203
	Iteration 60F: 3 clusters Score -7061370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -7061369.500000 Penalty: 3576.283203
	Iteration 61Q: 3 clusters Score -7061370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -7061366.500000 Penalty: 3576.283203
	Iteration 62Q: 3 clusters Score -7061366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -7061375.500000 Penalty: 3576.283203
	Iteration 63Q: 3 clusters Score -7061376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -7061378.000000 Penalty: 3576.283203
	Iteration 64Q: 3 clusters Score -7061378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -7061379.500000 Penalty: 3576.283203
	Iteration 65Q: 3 clusters Score -7061380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -7061384.500000 Penalty: 3576.283203
	Iteration 66Q: 3 clusters Score -7061384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -7061386.500000 Penalty: 3576.283203
	Iteration 67Q: 3 clusters Score -7061386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -7061391.500000 Penalty: 3576.283203
	Iteration 68Q: 3 clusters Score -7061392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -7061405.500000 Penalty: 3576.283203
	Iteration 69Q: 3 clusters Score -7061406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -7061410.000000 Penalty: 3576.283203
	Iteration 70Q: 3 clusters Score -7061410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -7061418.000000 Penalty: 3576.283203
	Iteration 71Q: 3 clusters Score -7061418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -7061416.000000 Penalty: 3576.283203
	Iteration 72Q: 3 clusters Score -7061416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -7061422.000000 Penalty: 3576.283203
	Iteration 73Q: 3 clusters Score -7061422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
Score: -7061425.000000 Penalty: 3576.283203
	Iteration 74Q: 3 clusters Score -7061425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -7061430.000000 Penalty: 3576.283203
	Iteration 75Q: 3 clusters Score -7061430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -7061422.000000 Penalty: 3576.283203
	Iteration 76Q: 3 clusters Score -7061422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -7061420.500000 Penalty: 3576.283203
	Iteration 77Q: 3 clusters Score -7061420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -7061421.000000 Penalty: 3576.283203
	Iteration 78Q: 3 clusters Score -7061421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -7061416.000000 Penalty: 3576.283203
	Iteration 79Q: 3 clusters Score -7061416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 58423 members 
Entering Unmasked Estep 
Score: -7061415.500000 Penalty: 3576.283203
	Iteration 80F: 3 clusters Score -7061416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 58423 members 
Entering Unmasked Estep 
Score: -7061417.000000 Penalty: 3576.283203
	Iteration 81Q: 3 clusters Score -7061417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 58423 members 
Entering Unmasked Estep 
Score: -7061417.000000 Penalty: 3576.283203
	Iteration 82F: 3 clusters Score -7061417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Entering Unmasked Estep 
Score: -5297567.000000 Penalty: 1728.435791
	Iteration 0F: 2 clusters Score -5297567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -5269632.500000 Penalty: 3456.871582
	Iteration 0F: 3 clusters Score -5269632 nChanged 19352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -5280945.500000 Penalty: 3456.871582
	Iteration 1F: 3 clusters Score -5280946 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -5282235.000000 Penalty: 3456.871582
	Iteration 2F: 3 clusters Score -5282235 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -5284188.000000 Penalty: 3456.871582
	Iteration 3F: 3 clusters Score -5284188 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -5286807.500000 Penalty: 3456.871582
	Iteration 4F: 3 clusters Score -5286808 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -5289621.500000 Penalty: 3456.871582
	Iteration 5F: 3 clusters Score -5289622 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -5291915.000000 Penalty: 3456.871582
	Iteration 6F: 3 clusters Score -5291915 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -5293495.000000 Penalty: 3456.871582
	Iteration 7Q: 3 clusters Score -5293495 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5294507.000000 Penalty: 3456.871582
	Iteration 8Q: 3 clusters Score -5294507 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5295100.500000 Penalty: 3456.871582
	Iteration 9Q: 3 clusters Score -5295100 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5295446.000000 Penalty: 3456.871582
	Iteration 10Q: 3 clusters Score -5295446 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5295634.500000 Penalty: 3456.871582
	Iteration 11Q: 3 clusters Score -5295634 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5295753.500000 Penalty: 3456.871582
	Iteration 12Q: 3 clusters Score -5295754 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5295820.500000 Penalty: 3456.871582
	Iteration 13Q: 3 clusters Score -5295820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5295892.000000 Penalty: 3456.871582
	Iteration 14Q: 3 clusters Score -5295892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5295922.000000 Penalty: 3456.871582
	Iteration 15Q: 3 clusters Score -5295922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5295942.000000 Penalty: 3456.871582
	Iteration 16Q: 3 clusters Score -5295942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5295958.000000 Penalty: 3456.871582
	Iteration 17Q: 3 clusters Score -5295958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5295979.000000 Penalty: 3456.871582
	Iteration 18Q: 3 clusters Score -5295979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5295983.000000 Penalty: 3456.871582
	Iteration 19Q: 3 clusters Score -5295983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5295996.500000 Penalty: 3456.871582
	Iteration 20F: 3 clusters Score -5295996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5296007.500000 Penalty: 3456.871582
	Iteration 21Q: 3 clusters Score -5296008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5296020.500000 Penalty: 3456.871582
	Iteration 22Q: 3 clusters Score -5296020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5296020.500000 Penalty: 3456.871582
	Iteration 23Q: 3 clusters Score -5296020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5296031.000000 Penalty: 3456.871582
	Iteration 24Q: 3 clusters Score -5296031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5296045.500000 Penalty: 3456.871582
	Iteration 25Q: 3 clusters Score -5296046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5296053.500000 Penalty: 3456.871582
	Iteration 26Q: 3 clusters Score -5296054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5296055.000000 Penalty: 3456.871582
	Iteration 27Q: 3 clusters Score -5296055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5296055.000000 Penalty: 3456.871582
	Iteration 28Q: 3 clusters Score -5296055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5296053.500000 Penalty: 3456.871582
	Iteration 29Q: 3 clusters Score -5296054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5296053.500000 Penalty: 3456.871582
	Iteration 30F: 3 clusters Score -5296054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Entering Unmasked Estep 
Score: -1318081.250000 Penalty: 1503.287842
	Iteration 0F: 2 clusters Score -1318081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1310702.250000 Penalty: 3006.575684
	Iteration 0F: 3 clusters Score -1310702 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1313211.250000 Penalty: 3006.575684
	Iteration 1F: 3 clusters Score -1313211 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1313646.625000 Penalty: 3006.575684
	Iteration 2F: 3 clusters Score -1313647 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1314108.625000 Penalty: 3006.575684
	Iteration 3F: 3 clusters Score -1314109 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1314608.875000 Penalty: 3006.575684
	Iteration 4F: 3 clusters Score -1314609 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1315069.750000 Penalty: 3006.575684
	Iteration 5F: 3 clusters Score -1315070 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1315522.250000 Penalty: 3006.575684
	Iteration 6F: 3 clusters Score -1315522 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1315920.250000 Penalty: 3006.575684
	Iteration 7Q: 3 clusters Score -1315920 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1316276.625000 Penalty: 3006.575684
	Iteration 8Q: 3 clusters Score -1316277 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1316504.625000 Penalty: 3006.575684
	Iteration 9Q: 3 clusters Score -1316505 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1316654.125000 Penalty: 3006.575684
	Iteration 10Q: 3 clusters Score -1316654 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1316777.500000 Penalty: 3006.575684
	Iteration 11Q: 3 clusters Score -1316778 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1316883.250000 Penalty: 3006.575684
	Iteration 12Q: 3 clusters Score -1316883 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1316952.875000 Penalty: 3006.575684
	Iteration 13Q: 3 clusters Score -1316953 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1317002.125000 Penalty: 3006.575684
	Iteration 14Q: 3 clusters Score -1317002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1317026.000000 Penalty: 3006.575684
	Iteration 15Q: 3 clusters Score -1317026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1317047.875000 Penalty: 3006.575684
	Iteration 16Q: 3 clusters Score -1317048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1317061.000000 Penalty: 3006.575684
	Iteration 17Q: 3 clusters Score -1317061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1317069.875000 Penalty: 3006.575684
	Iteration 18Q: 3 clusters Score -1317070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1317079.000000 Penalty: 3006.575684
	Iteration 19Q: 3 clusters Score -1317079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1317084.125000 Penalty: 3006.575684
	Iteration 20F: 3 clusters Score -1317084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1317084.500000 Penalty: 3006.575684
	Iteration 21Q: 3 clusters Score -1317084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1317087.375000 Penalty: 3006.575684
	Iteration 22Q: 3 clusters Score -1317087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1317092.875000 Penalty: 3006.575684
	Iteration 23Q: 3 clusters Score -1317093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1317093.500000 Penalty: 3006.575684
	Iteration 24Q: 3 clusters Score -1317094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1317094.875000 Penalty: 3006.575684
	Iteration 25Q: 3 clusters Score -1317095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1317094.875000 Penalty: 3006.575684
	Iteration 26Q: 3 clusters Score -1317095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1317095.875000 Penalty: 3006.575684
	Iteration 27Q: 3 clusters Score -1317096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1317095.625000 Penalty: 3006.575684
	Iteration 28Q: 3 clusters Score -1317096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1317093.625000 Penalty: 3006.575684
	Iteration 29Q: 3 clusters Score -1317094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1317094.625000 Penalty: 3006.575684
	Iteration 30Q: 3 clusters Score -1317095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1317094.625000 Penalty: 3006.575684
	Iteration 31F: 3 clusters Score -1317095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -51131.183594 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -51131.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50113.093750 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -50113.09 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50329.257812 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -50329.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50381.769531 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -50381.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50420.539062 Penalty: 2019.096924
	Iteration 3Q: 3 clusters Score -50420.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50441.164062 Penalty: 2019.096924
	Iteration 4Q: 3 clusters Score -50441.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50449.156250 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -50449.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50459.417969 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -50459.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50465.648438 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -50465.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50483.929688 Penalty: 2019.096924
	Iteration 8Q: 3 clusters Score -50483.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50493.507812 Penalty: 2019.096924
	Iteration 9Q: 3 clusters Score -50493.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50504.394531 Penalty: 2019.096924
	Iteration 10Q: 3 clusters Score -50504.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50513.101562 Penalty: 2019.096924
	Iteration 11Q: 3 clusters Score -50513.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50518.531250 Penalty: 2019.096924
	Iteration 12Q: 3 clusters Score -50518.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50521.976562 Penalty: 2019.096924
	Iteration 13Q: 3 clusters Score -50521.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50526.289062 Penalty: 2019.096924
	Iteration 14Q: 3 clusters Score -50526.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50529.726562 Penalty: 2019.096924
	Iteration 15Q: 3 clusters Score -50529.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -50536.324219 Penalty: 2019.096924
	Iteration 16Q: 3 clusters Score -50536.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50542.031250 Penalty: 2019.096924
	Iteration 17Q: 3 clusters Score -50542.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -50545.039062 Penalty: 2019.096924
	Iteration 18Q: 3 clusters Score -50545.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -50547.222656 Penalty: 2019.096924
	Iteration 19Q: 3 clusters Score -50547.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -50550.562500 Penalty: 2019.096924
	Iteration 20F: 3 clusters Score -50550.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50553.656250 Penalty: 2019.096924
	Iteration 21Q: 3 clusters Score -50553.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -50557.421875 Penalty: 2019.096924
	Iteration 22Q: 3 clusters Score -50557.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50562.019531 Penalty: 2019.096924
	Iteration 23Q: 3 clusters Score -50562.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50564.429688 Penalty: 2019.096924
	Iteration 24Q: 3 clusters Score -50564.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50564.429688 Penalty: 2019.096924
	Iteration 25F: 3 clusters Score -50564.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Entering Unmasked Estep 
Score: -2924966.250000 Penalty: 1634.857666
	Iteration 0F: 2 clusters Score -2924966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2909131.500000 Penalty: 3269.715332
	Iteration 0F: 3 clusters Score -2909132 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2914970.250000 Penalty: 3269.715332
	Iteration 1F: 3 clusters Score -2914970 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2915574.750000 Penalty: 3269.715332
	Iteration 2F: 3 clusters Score -2915575 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2916267.250000 Penalty: 3269.715332
	Iteration 3F: 3 clusters Score -2916267 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2917265.750000 Penalty: 3269.715332
	Iteration 4F: 3 clusters Score -2917266 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2918616.250000 Penalty: 3269.715332
	Iteration 5F: 3 clusters Score -2918616 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2920145.750000 Penalty: 3269.715332
	Iteration 6F: 3 clusters Score -2920146 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2921456.250000 Penalty: 3269.715332
	Iteration 7F: 3 clusters Score -2921456 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2922401.250000 Penalty: 3269.715332
	Iteration 8Q: 3 clusters Score -2922401 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2923002.500000 Penalty: 3269.715332
	Iteration 9Q: 3 clusters Score -2923002 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -2923325.250000 Penalty: 3269.715332
	Iteration 10Q: 3 clusters Score -2923325 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2923510.000000 Penalty: 3269.715332
	Iteration 11Q: 3 clusters Score -2923510 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2923601.000000 Penalty: 3269.715332
	Iteration 12Q: 3 clusters Score -2923601 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2923661.750000 Penalty: 3269.715332
	Iteration 13Q: 3 clusters Score -2923662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2923702.250000 Penalty: 3269.715332
	Iteration 14Q: 3 clusters Score -2923702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -2923729.500000 Penalty: 3269.715332
	Iteration 15Q: 3 clusters Score -2923730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -2923739.500000 Penalty: 3269.715332
	Iteration 16Q: 3 clusters Score -2923740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -2923745.750000 Penalty: 3269.715332
	Iteration 17Q: 3 clusters Score -2923746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -2923753.000000 Penalty: 3269.715332
	Iteration 18Q: 3 clusters Score -2923753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2923752.750000 Penalty: 3269.715332
	Iteration 19Q: 3 clusters Score -2923753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2923754.750000 Penalty: 3269.715332
	Iteration 20F: 3 clusters Score -2923755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -2923755.250000 Penalty: 3269.715332
	Iteration 21Q: 3 clusters Score -2923755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -2923755.250000 Penalty: 3269.715332
	Iteration 22F: 3 clusters Score -2923755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -443548.281250 Penalty: 1343.418701
	Iteration 0F: 2 clusters Score -443548.3 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 1968 members 
Entering Unmasked Estep 
Score: -440319.718750 Penalty: 2686.837402
	Iteration 0F: 3 clusters Score -440319.7 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -441422.406250 Penalty: 2686.837402
	Iteration 1F: 3 clusters Score -441422.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -441799.062500 Penalty: 2686.837402
	Iteration 2F: 3 clusters Score -441799.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -442095.375000 Penalty: 2686.837402
	Iteration 3F: 3 clusters Score -442095.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -442322.531250 Penalty: 2686.837402
	Iteration 4F: 3 clusters Score -442322.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -442466.500000 Penalty: 2686.837402
	Iteration 5Q: 3 clusters Score -442466.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -442557.656250 Penalty: 2686.837402
	Iteration 6Q: 3 clusters Score -442557.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -442621.968750 Penalty: 2686.837402
	Iteration 7Q: 3 clusters Score -442622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -442676.468750 Penalty: 2686.837402
	Iteration 8Q: 3 clusters Score -442676.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -442731.281250 Penalty: 2686.837402
	Iteration 9Q: 3 clusters Score -442731.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -442774.281250 Penalty: 2686.837402
	Iteration 10Q: 3 clusters Score -442774.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -442802.656250 Penalty: 2686.837402
	Iteration 11Q: 3 clusters Score -442802.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -442819.812500 Penalty: 2686.837402
	Iteration 12Q: 3 clusters Score -442819.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -442831.437500 Penalty: 2686.837402
	Iteration 13Q: 3 clusters Score -442831.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -442843.218750 Penalty: 2686.837402
	Iteration 14Q: 3 clusters Score -442843.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -442850.218750 Penalty: 2686.837402
	Iteration 15Q: 3 clusters Score -442850.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -442854.156250 Penalty: 2686.837402
	Iteration 16Q: 3 clusters Score -442854.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -442860.750000 Penalty: 2686.837402
	Iteration 17Q: 3 clusters Score -442860.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -442865.000000 Penalty: 2686.837402
	Iteration 18Q: 3 clusters Score -442865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -442869.812500 Penalty: 2686.837402
	Iteration 19Q: 3 clusters Score -442869.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -442875.218750 Penalty: 2686.837402
	Iteration 20F: 3 clusters Score -442875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -442877.093750 Penalty: 2686.837402
	Iteration 21Q: 3 clusters Score -442877.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -442879.593750 Penalty: 2686.837402
	Iteration 22Q: 3 clusters Score -442879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -442880.437500 Penalty: 2686.837402
	Iteration 23Q: 3 clusters Score -442880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -442880.437500 Penalty: 2686.837402
	Iteration 24F: 3 clusters Score -442880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (30996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Entering Unmasked Estep 
Score: -3984847.500000 Penalty: 1680.512207
	Iteration 0F: 2 clusters Score -3984848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3963940.750000 Penalty: 3361.024414
	Iteration 0F: 3 clusters Score -3963941 nChanged 14303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3971640.750000 Penalty: 3361.024414
	Iteration 1F: 3 clusters Score -3971641 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -3971930.250000 Penalty: 3361.024414
	Iteration 2Q: 3 clusters Score -3971930 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3972220.250000 Penalty: 3361.024414
	Iteration 3Q: 3 clusters Score -3972220 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3972530.750000 Penalty: 3361.024414
	Iteration 4Q: 3 clusters Score -3972531 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3972944.750000 Penalty: 3361.024414
	Iteration 5Q: 3 clusters Score -3972945 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3973566.750000 Penalty: 3361.024414
	Iteration 6Q: 3 clusters Score -3973567 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -3974369.750000 Penalty: 3361.024414
	Iteration 7F: 3 clusters Score -3974370 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3975568.000000 Penalty: 3361.024414
	Iteration 8F: 3 clusters Score -3975568 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3977246.500000 Penalty: 3361.024414
	Iteration 9F: 3 clusters Score -3977246 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -3979141.750000 Penalty: 3361.024414
	Iteration 10F: 3 clusters Score -3979142 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3980796.250000 Penalty: 3361.024414
	Iteration 11F: 3 clusters Score -3980796 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3981870.250000 Penalty: 3361.024414
	Iteration 12Q: 3 clusters Score -3981870 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3982536.250000 Penalty: 3361.024414
	Iteration 13Q: 3 clusters Score -3982536 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3982893.250000 Penalty: 3361.024414
	Iteration 14Q: 3 clusters Score -3982893 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3983072.000000 Penalty: 3361.024414
	Iteration 15Q: 3 clusters Score -3983072 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3983188.500000 Penalty: 3361.024414
	Iteration 16Q: 3 clusters Score -3983188 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3983236.750000 Penalty: 3361.024414
	Iteration 17Q: 3 clusters Score -3983237 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3983272.750000 Penalty: 3361.024414
	Iteration 18Q: 3 clusters Score -3983273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3983298.500000 Penalty: 3361.024414
	Iteration 19Q: 3 clusters Score -3983298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3983317.500000 Penalty: 3361.024414
	Iteration 20F: 3 clusters Score -3983318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3983327.500000 Penalty: 3361.024414
	Iteration 21Q: 3 clusters Score -3983328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3983340.250000 Penalty: 3361.024414
	Iteration 22Q: 3 clusters Score -3983340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3983346.750000 Penalty: 3361.024414
	Iteration 23Q: 3 clusters Score -3983347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3983349.750000 Penalty: 3361.024414
	Iteration 24Q: 3 clusters Score -3983350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3983368.750000 Penalty: 3361.024414
	Iteration 25Q: 3 clusters Score -3983369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3983376.000000 Penalty: 3361.024414
	Iteration 26Q: 3 clusters Score -3983376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3983377.750000 Penalty: 3361.024414
	Iteration 27Q: 3 clusters Score -3983378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3983382.500000 Penalty: 3361.024414
	Iteration 28Q: 3 clusters Score -3983382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3983384.250000 Penalty: 3361.024414
	Iteration 29Q: 3 clusters Score -3983384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3983399.750000 Penalty: 3361.024414
	Iteration 30Q: 3 clusters Score -3983400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3983414.250000 Penalty: 3361.024414
	Iteration 31Q: 3 clusters Score -3983414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3983428.000000 Penalty: 3361.024414
	Iteration 32Q: 3 clusters Score -3983428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3983437.750000 Penalty: 3361.024414
	Iteration 33Q: 3 clusters Score -3983438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3983450.500000 Penalty: 3361.024414
	Iteration 34Q: 3 clusters Score -3983450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3983461.000000 Penalty: 3361.024414
	Iteration 35Q: 3 clusters Score -3983461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3983462.750000 Penalty: 3361.024414
	Iteration 36Q: 3 clusters Score -3983463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3983465.750000 Penalty: 3361.024414
	Iteration 37Q: 3 clusters Score -3983466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3983473.000000 Penalty: 3361.024414
	Iteration 38Q: 3 clusters Score -3983473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3983471.000000 Penalty: 3361.024414
	Iteration 39Q: 3 clusters Score -3983471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3983471.000000 Penalty: 3361.024414
	Iteration 40F: 3 clusters Score -3983471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -5333.421875 Penalty: 751.558105
	Iteration 0F: 2 clusters Score -5333.422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4860.424316 Penalty: 1503.116211
	Iteration 0F: 3 clusters Score -4860.424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4927.773926 Penalty: 1503.116211
	Iteration 1F: 3 clusters Score -4927.774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4935.923828 Penalty: 1503.116211
	Iteration 2Q: 3 clusters Score -4935.924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4941.201172 Penalty: 1503.116211
	Iteration 3Q: 3 clusters Score -4941.201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4949.936035 Penalty: 1503.116211
	Iteration 4Q: 3 clusters Score -4949.936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4949.936035 Penalty: 1503.116211
	Iteration 5F: 3 clusters Score -4949.936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Entering Unmasked Estep 
Score: -526843.812500 Penalty: 1343.209961
	Iteration 0F: 2 clusters Score -526843.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -523539.406250 Penalty: 2686.419922
	Iteration 0F: 3 clusters Score -523539.4 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -524392.062500 Penalty: 2686.419922
	Iteration 1F: 3 clusters Score -524392.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -524527.062500 Penalty: 2686.419922
	Iteration 2F: 3 clusters Score -524527.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -524603.437500 Penalty: 2686.419922
	Iteration 3Q: 3 clusters Score -524603.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -524647.437500 Penalty: 2686.419922
	Iteration 4Q: 3 clusters Score -524647.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -524685.875000 Penalty: 2686.419922
	Iteration 5Q: 3 clusters Score -524685.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -524704.312500 Penalty: 2686.419922
	Iteration 6Q: 3 clusters Score -524704.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -524714.125000 Penalty: 2686.419922
	Iteration 7Q: 3 clusters Score -524714.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -524722.437500 Penalty: 2686.419922
	Iteration 8Q: 3 clusters Score -524722.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -524730.437500 Penalty: 2686.419922
	Iteration 9Q: 3 clusters Score -524730.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -524737.625000 Penalty: 2686.419922
	Iteration 10Q: 3 clusters Score -524737.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -524743.250000 Penalty: 2686.419922
	Iteration 11Q: 3 clusters Score -524743.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -524746.437500 Penalty: 2686.419922
	Iteration 12Q: 3 clusters Score -524746.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -524749.937500 Penalty: 2686.419922
	Iteration 13Q: 3 clusters Score -524749.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -524753.562500 Penalty: 2686.419922
	Iteration 14Q: 3 clusters Score -524753.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -524756.625000 Penalty: 2686.419922
	Iteration 15Q: 3 clusters Score -524756.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -524758.562500 Penalty: 2686.419922
	Iteration 16Q: 3 clusters Score -524758.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -524761.562500 Penalty: 2686.419922
	Iteration 17Q: 3 clusters Score -524761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -524764.000000 Penalty: 2686.419922
	Iteration 18Q: 3 clusters Score -524764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -524765.937500 Penalty: 2686.419922
	Iteration 19Q: 3 clusters Score -524765.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -524770.312500 Penalty: 2686.419922
	Iteration 20F: 3 clusters Score -524770.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -524772.187500 Penalty: 2686.419922
	Iteration 21Q: 3 clusters Score -524772.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -524775.062500 Penalty: 2686.419922
	Iteration 22Q: 3 clusters Score -524775.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -524777.187500 Penalty: 2686.419922
	Iteration 23Q: 3 clusters Score -524777.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -524777.000000 Penalty: 2686.419922
	Iteration 24Q: 3 clusters Score -524777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -524777.875000 Penalty: 2686.419922
	Iteration 25Q: 3 clusters Score -524777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -524778.625000 Penalty: 2686.419922
	Iteration 26Q: 3 clusters Score -524778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -524779.562500 Penalty: 2686.419922
	Iteration 27Q: 3 clusters Score -524779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -524778.875000 Penalty: 2686.419922
	Iteration 28Q: 3 clusters Score -524778.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -524778.875000 Penalty: 2686.419922
	Iteration 29F: 3 clusters Score -524778.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (137620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137620 members 
Entering Unmasked Estep 
Score: -17458974.000000 Penalty: 1922.740845
	Iteration 0F: 2 clusters Score -1.745897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Mstep: Class 2 contains 68573 members 
Entering Unmasked Estep 
Score: -17376730.000000 Penalty: 3845.481689
	Iteration 0F: 3 clusters Score -1.737673e+07 nChanged 66408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -17416292.000000 Penalty: 3845.481689
	Iteration 1F: 3 clusters Score -1.741629e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -17417894.000000 Penalty: 3845.481689
	Iteration 2Q: 3 clusters Score -1.741789e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -17420140.000000 Penalty: 3845.481689
	Iteration 3Q: 3 clusters Score -1.742014e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82182 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -17423512.000000 Penalty: 3845.481689
	Iteration 4Q: 3 clusters Score -1.742351e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88637 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -17428658.000000 Penalty: 3845.481689
	Iteration 5F: 3 clusters Score -1.742866e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -17435224.000000 Penalty: 3845.481689
	Iteration 6F: 3 clusters Score -1.743522e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106064 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -17442714.000000 Penalty: 3845.481689
	Iteration 7F: 3 clusters Score -1.744271e+07 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115241 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -17449866.000000 Penalty: 3845.481689
	Iteration 8F: 3 clusters Score -1.744987e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122667 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -17453458.000000 Penalty: 3845.481689
	Iteration 9F: 3 clusters Score -1.745346e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127526 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -17454968.000000 Penalty: 3845.481689
	Iteration 10Q: 3 clusters Score -1.745497e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130673 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -17456204.000000 Penalty: 3845.481689
	Iteration 11Q: 3 clusters Score -1.74562e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132736 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -17456804.000000 Penalty: 3845.481689
	Iteration 12Q: 3 clusters Score -1.74568e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134021 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -17457174.000000 Penalty: 3845.481689
	Iteration 13Q: 3 clusters Score -1.745717e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134810 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -17457334.000000 Penalty: 3845.481689
	Iteration 14Q: 3 clusters Score -1.745733e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135305 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -17457498.000000 Penalty: 3845.481689
	Iteration 15Q: 3 clusters Score -1.74575e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135647 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -17457500.000000 Penalty: 3845.481689
	Iteration 16Q: 3 clusters Score -1.74575e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135871 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -17457422.000000 Penalty: 3845.481689
	Iteration 17Q: 3 clusters Score -1.745742e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136062 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -17457516.000000 Penalty: 3845.481689
	Iteration 18Q: 3 clusters Score -1.745752e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136195 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -17457538.000000 Penalty: 3845.481689
	Iteration 19Q: 3 clusters Score -1.745754e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136304 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -17457584.000000 Penalty: 3845.481689
	Iteration 20F: 3 clusters Score -1.745758e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136376 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -17457586.000000 Penalty: 3845.481689
	Iteration 21Q: 3 clusters Score -1.745759e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136429 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -17457620.000000 Penalty: 3845.481689
	Iteration 22Q: 3 clusters Score -1.745762e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136491 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -17457640.000000 Penalty: 3845.481689
	Iteration 23Q: 3 clusters Score -1.745764e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136534 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -17457620.000000 Penalty: 3845.481689
	Iteration 24Q: 3 clusters Score -1.745762e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136574 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -17457646.000000 Penalty: 3845.481689
	Iteration 25Q: 3 clusters Score -1.745765e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136605 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -17457646.000000 Penalty: 3845.481689
	Iteration 26Q: 3 clusters Score -1.745765e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136630 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -17457664.000000 Penalty: 3845.481689
	Iteration 27Q: 3 clusters Score -1.745766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136647 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17457672.000000 Penalty: 3845.481689
	Iteration 28Q: 3 clusters Score -1.745767e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136664 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -17457678.000000 Penalty: 3845.481689
	Iteration 29Q: 3 clusters Score -1.745768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136674 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -17457678.000000 Penalty: 3845.481689
	Iteration 30Q: 3 clusters Score -1.745768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136683 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -17457688.000000 Penalty: 3845.481689
	Iteration 31Q: 3 clusters Score -1.745769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136690 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -17457682.000000 Penalty: 3845.481689
	Iteration 32Q: 3 clusters Score -1.745768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136690 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -17457678.000000 Penalty: 3845.481689
	Iteration 33Q: 3 clusters Score -1.745768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136698 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -17457664.000000 Penalty: 3845.481689
	Iteration 34Q: 3 clusters Score -1.745766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136702 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -17457662.000000 Penalty: 3845.481689
	Iteration 35Q: 3 clusters Score -1.745766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136707 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -17457660.000000 Penalty: 3845.481689
	Iteration 36Q: 3 clusters Score -1.745766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136715 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -17457654.000000 Penalty: 3845.481689
	Iteration 37Q: 3 clusters Score -1.745765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136721 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -17457652.000000 Penalty: 3845.481689
	Iteration 38Q: 3 clusters Score -1.745765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136724 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -17457662.000000 Penalty: 3845.481689
	Iteration 39Q: 3 clusters Score -1.745766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136728 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -17457666.000000 Penalty: 3845.481689
	Iteration 40F: 3 clusters Score -1.745767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136731 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -17457664.000000 Penalty: 3845.481689
	Iteration 41Q: 3 clusters Score -1.745766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136733 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -17457676.000000 Penalty: 3845.481689
	Iteration 42Q: 3 clusters Score -1.745768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136734 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -17457678.000000 Penalty: 3845.481689
	Iteration 43Q: 3 clusters Score -1.745768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136736 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -17457688.000000 Penalty: 3845.481689
	Iteration 44Q: 3 clusters Score -1.745769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136740 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -17457678.000000 Penalty: 3845.481689
	Iteration 45Q: 3 clusters Score -1.745768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136741 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -17457692.000000 Penalty: 3845.481689
	Iteration 46Q: 3 clusters Score -1.745769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136741 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -17457696.000000 Penalty: 3845.481689
	Iteration 47Q: 3 clusters Score -1.74577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136743 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -17457696.000000 Penalty: 3845.481689
	Iteration 48Q: 3 clusters Score -1.74577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136744 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -17457690.000000 Penalty: 3845.481689
	Iteration 49Q: 3 clusters Score -1.745769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136748 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -17457690.000000 Penalty: 3845.481689
	Iteration 50Q: 3 clusters Score -1.745769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136752 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -17457680.000000 Penalty: 3845.481689
	Iteration 51Q: 3 clusters Score -1.745768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136756 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -17457680.000000 Penalty: 3845.481689
	Iteration 52Q: 3 clusters Score -1.745768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136757 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -17457682.000000 Penalty: 3845.481689
	Iteration 53Q: 3 clusters Score -1.745768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136763 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -17457680.000000 Penalty: 3845.481689
	Iteration 54Q: 3 clusters Score -1.745768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136766 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -17457684.000000 Penalty: 3845.481689
	Iteration 55Q: 3 clusters Score -1.745768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136768 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -17457686.000000 Penalty: 3845.481689
	Iteration 56Q: 3 clusters Score -1.745769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136771 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -17457684.000000 Penalty: 3845.481689
	Iteration 57Q: 3 clusters Score -1.745768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136772 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -17457684.000000 Penalty: 3845.481689
	Iteration 58Q: 3 clusters Score -1.745768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136774 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -17457674.000000 Penalty: 3845.481689
	Iteration 59Q: 3 clusters Score -1.745767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136775 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -17457670.000000 Penalty: 3845.481689
	Iteration 60F: 3 clusters Score -1.745767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136777 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -17457674.000000 Penalty: 3845.481689
	Iteration 61Q: 3 clusters Score -1.745767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136779 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -17457682.000000 Penalty: 3845.481689
	Iteration 62Q: 3 clusters Score -1.745768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136779 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -17457682.000000 Penalty: 3845.481689
	Iteration 63F: 3 clusters Score -1.745768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -10087.581055 Penalty: 815.307922
	Iteration 0F: 2 clusters Score -10087.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9543.833984 Penalty: 1630.615845
	Iteration 0F: 3 clusters Score -9543.834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9762.197266 Penalty: 1630.615845
	Iteration 1F: 3 clusters Score -9762.197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9856.022461 Penalty: 1630.615845
	Iteration 2F: 3 clusters Score -9856.022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10009.097656 Penalty: 1630.615845
	Iteration 3F: 3 clusters Score -10009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10020.929688 Penalty: 1630.615845
	Iteration 4Q: 3 clusters Score -10020.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10020.929688 Penalty: 1630.615845
	Iteration 5F: 3 clusters Score -10020.93 nChanged 0
20->36 Clusters: Score -108959680.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 884875 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 44171 members 
Mstep: Class 3 contains 44351 members 
Mstep: Class 4 contains 44196 members 
Mstep: Class 5 contains 44175 members 
Mstep: Class 6 contains 43892 members 
Mstep: Class 7 contains 43943 members 
Mstep: Class 8 contains 44132 members 
Mstep: Class 9 contains 44282 members 
Mstep: Class 10 contains 44172 members 
Mstep: Class 11 contains 44280 members 
Mstep: Class 12 contains 44239 members 
Mstep: Class 13 contains 44035 members 
Mstep: Class 14 contains 44419 members 
Mstep: Class 15 contains 44658 members 
Mstep: Class 16 contains 44242 members 
Mstep: Class 17 contains 44519 members 
Mstep: Class 18 contains 44461 members 
Mstep: Class 19 contains 43671 members 
Mstep: Class 20 contains 44638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105181768.000000 Penalty: 44502.906250
Iteration 0F: 21 clusters Score -1.051818e+08 nChanged 840072
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 44827 members 
Mstep: Class 3 contains 5496 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 12462 members 
Mstep: Class 6 contains 19004 members 
Mstep: Class 7 contains 14094 members 
Mstep: Class 8 contains 28327 members 
Mstep: Class 9 contains 49340 members 
Mstep: Class 10 contains 32080 members 
Mstep: Class 11 contains 32385 members 
Mstep: Class 12 contains 47030 members 
Mstep: Class 13 contains 19431 members 
Mstep: Class 14 contains 7125 members 
Mstep: Class 15 contains 441956 members 
Mstep: Class 16 contains 11037 members 
Mstep: Class 17 contains 39381 members 
Mstep: Class 18 contains 10957 members 
Mstep: Class 19 contains 15739 members 
Mstep: Class 20 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106855600.000000 Penalty: 44502.906250
Iteration 1F: 21 clusters Score -1.068556e+08 nChanged 272664
Entering Unmasked Mstep 
Mstep: Class 0 contains 679 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 48483 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 4381 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 19141 members 
Mstep: Class 7 contains 11562 members 
Mstep: Class 8 contains 26697 members 
Mstep: Class 9 contains 65705 members 
Mstep: Class 10 contains 31193 members 
Mstep: Class 11 contains 33901 members 
Mstep: Class 12 contains 58243 members 
Mstep: Class 13 contains 20500 members 
Mstep: Class 14 contains 10337 members 
Mstep: Class 15 contains 419307 members 
Mstep: Class 16 contains 9600 members 
Mstep: Class 17 contains 38644 members 
Mstep: Class 18 contains 12445 members 
Mstep: Class 19 contains 10059 members 
Mstep: Class 20 contains 9121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -107291472.000000 Penalty: 44502.906250
Iteration 2F: 21 clusters Score -1.072915e+08 nChanged 218839
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 62514 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 3591 members 
Mstep: Class 5 contains 9491 members 
Mstep: Class 6 contains 19148 members 
Mstep: Class 7 contains 10212 members 
Mstep: Class 8 contains 32228 members 
Mstep: Class 9 contains 96581 members 
Mstep: Class 10 contains 30174 members 
Mstep: Class 11 contains 37760 members 
Mstep: Class 12 contains 82103 members 
Mstep: Class 13 contains 26905 members 
Mstep: Class 14 contains 11276 members 
Mstep: Class 15 contains 323568 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 40989 members 
Mstep: Class 18 contains 14959 members 
Mstep: Class 19 contains 7160 members 
Mstep: Class 20 contains 10060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -107748488.000000 Penalty: 44502.906250
Iteration 3F: 21 clusters Score -1.077485e+08 nChanged 216378
Entering Unmasked Mstep 
Mstep: Class 0 contains 463 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 82590 members 
Mstep: Class 3 contains 2718 members 
Mstep: Class 4 contains 3632 members 
Mstep: Class 5 contains 8163 members 
Mstep: Class 6 contains 17425 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 40431 members 
Mstep: Class 9 contains 128201 members 
Mstep: Class 10 contains 26650 members 
Mstep: Class 11 contains 40273 members 
Mstep: Class 12 contains 109984 members 
Mstep: Class 13 contains 35237 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 221792 members 
Mstep: Class 16 contains 14232 members 
Mstep: Class 17 contains 36597 members 
Mstep: Class 18 contains 18036 members 
Mstep: Class 19 contains 5121 members 
Mstep: Class 20 contains 13124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108149712.000000 Penalty: 44502.906250
Iteration 4F: 21 clusters Score -1.081497e+08 nChanged 187711
Entering Unmasked Mstep 
Mstep: Class 0 contains 439 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 98090 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 3763 members 
Mstep: Class 5 contains 6371 members 
Mstep: Class 6 contains 16784 members 
Mstep: Class 7 contains 5837 members 
Mstep: Class 8 contains 47820 members 
Mstep: Class 9 contains 140670 members 
Mstep: Class 10 contains 24163 members 
Mstep: Class 11 contains 40225 members 
Mstep: Class 12 contains 130062 members 
Mstep: Class 13 contains 40449 members 
Mstep: Class 14 contains 12639 members 
Mstep: Class 15 contains 163153 members 
Mstep: Class 16 contains 15368 members 
Mstep: Class 17 contains 29125 members 
Mstep: Class 18 contains 20259 members 
Mstep: Class 19 contains 3609 members 
Mstep: Class 20 contains 17599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108382952.000000 Penalty: 44502.906250
Iteration 5F: 21 clusters Score -1.08383e+08 nChanged 136856
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 71261 members 
Mstep: Class 2 contains 110176 members 
Mstep: Class 3 contains 1591 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 5262 members 
Mstep: Class 6 contains 18219 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 8 contains 54346 members 
Mstep: Class 9 contains 138546 members 
Mstep: Class 10 contains 23566 members 
Mstep: Class 11 contains 38678 members 
Mstep: Class 12 contains 145266 members 
Mstep: Class 13 contains 44214 members 
Mstep: Class 14 contains 11793 members 
Mstep: Class 15 contains 128027 members 
Mstep: Class 16 contains 15673 members 
Mstep: Class 17 contains 23808 members 
Mstep: Class 18 contains 20921 members 
Mstep: Class 19 contains 2530 members 
Mstep: Class 20 contains 22473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2121.369385 but Gain 2225.144531
Score: -108519448.000000 Penalty: 42277.761719
Iteration 6F: 20 clusters Score -1.085194e+08 nChanged 108009
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 75005 members 
Mstep: Class 2 contains 116781 members 
Mstep: Class 3 contains 1573 members 
Mstep: Class 4 contains 3483 members 
Mstep: Class 5 contains 4737 members 
Mstep: Class 6 contains 20659 members 
Mstep: Class 7 contains 3882 members 
Mstep: Class 8 contains 59151 members 
Mstep: Class 9 contains 129977 members 
Mstep: Class 10 contains 24200 members 
Mstep: Class 11 contains 36949 members 
Mstep: Class 12 contains 155326 members 
Mstep: Class 13 contains 45507 members 
Mstep: Class 14 contains 10405 members 
Mstep: Class 15 contains 112932 members 
Mstep: Class 16 contains 15863 members 
Mstep: Class 17 contains 19902 members 
Mstep: Class 18 contains 20712 members 
Mstep: Class 20 contains 27408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108591008.000000 Penalty: 42277.761719
Iteration 7F: 20 clusters Score -1.08591e+08 nChanged 86304
Entering Unmasked Mstep 
Mstep: Class 0 contains 414 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 121942 members 
Mstep: Class 3 contains 1539 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 4278 members 
Mstep: Class 6 contains 23000 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 63299 members 
Mstep: Class 9 contains 123917 members 
Mstep: Class 10 contains 24862 members 
Mstep: Class 11 contains 35220 members 
Mstep: Class 12 contains 159126 members 
Mstep: Class 13 contains 45600 members 
Mstep: Class 14 contains 8954 members 
Mstep: Class 15 contains 102913 members 
Mstep: Class 16 contains 16073 members 
Mstep: Class 17 contains 16449 members 
Mstep: Class 18 contains 20051 members 
Mstep: Class 20 contains 31357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108627320.000000 Penalty: 42277.761719
Iteration 8F: 20 clusters Score -1.086273e+08 nChanged 70744
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 127058 members 
Mstep: Class 3 contains 1506 members 
Mstep: Class 4 contains 3136 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 24806 members 
Mstep: Class 7 contains 4179 members 
Mstep: Class 8 contains 67566 members 
Mstep: Class 9 contains 120053 members 
Mstep: Class 10 contains 25506 members 
Mstep: Class 11 contains 33787 members 
Mstep: Class 12 contains 159525 members 
Mstep: Class 13 contains 45537 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 93011 members 
Mstep: Class 16 contains 16261 members 
Mstep: Class 17 contains 13844 members 
Mstep: Class 18 contains 19461 members 
Mstep: Class 20 contains 34834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108652048.000000 Penalty: 42277.761719
Iteration 9F: 20 clusters Score -1.08652e+08 nChanged 56244
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 131731 members 
Mstep: Class 3 contains 1487 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 26209 members 
Mstep: Class 7 contains 4852 members 
Mstep: Class 8 contains 71904 members 
Mstep: Class 9 contains 115928 members 
Mstep: Class 10 contains 26174 members 
Mstep: Class 11 contains 32772 members 
Mstep: Class 12 contains 157703 members 
Mstep: Class 13 contains 45400 members 
Mstep: Class 14 contains 6623 members 
Mstep: Class 15 contains 84447 members 
Mstep: Class 16 contains 16451 members 
Mstep: Class 17 contains 12082 members 
Mstep: Class 18 contains 19020 members 
Mstep: Class 20 contains 38009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108671600.000000 Penalty: 42277.761719
Iteration 10F: 20 clusters Score -1.086716e+08 nChanged 47267
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 90917 members 
Mstep: Class 2 contains 134845 members 
Mstep: Class 3 contains 1479 members 
Mstep: Class 4 contains 3099 members 
Mstep: Class 5 contains 3435 members 
Mstep: Class 6 contains 27385 members 
Mstep: Class 7 contains 5684 members 
Mstep: Class 8 contains 76333 members 
Mstep: Class 9 contains 112238 members 
Mstep: Class 10 contains 26736 members 
Mstep: Class 11 contains 31997 members 
Mstep: Class 12 contains 155287 members 
Mstep: Class 13 contains 45015 members 
Mstep: Class 14 contains 5780 members 
Mstep: Class 15 contains 77282 members 
Mstep: Class 16 contains 16652 members 
Mstep: Class 17 contains 10860 members 
Mstep: Class 18 contains 18647 members 
Mstep: Class 20 contains 40817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108689568.000000 Penalty: 42277.761719
Iteration 11F: 20 clusters Score -1.086896e+08 nChanged 41949
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 94573 members 
Mstep: Class 2 contains 136229 members 
Mstep: Class 3 contains 1433 members 
Mstep: Class 4 contains 3151 members 
Mstep: Class 5 contains 3246 members 
Mstep: Class 6 contains 28347 members 
Mstep: Class 7 contains 6629 members 
Mstep: Class 8 contains 81043 members 
Mstep: Class 9 contains 109486 members 
Mstep: Class 10 contains 27288 members 
Mstep: Class 11 contains 31266 members 
Mstep: Class 12 contains 152983 members 
Mstep: Class 13 contains 44073 members 
Mstep: Class 14 contains 5103 members 
Mstep: Class 15 contains 71070 members 
Mstep: Class 16 contains 16887 members 
Mstep: Class 17 contains 9968 members 
Mstep: Class 18 contains 18361 members 
Mstep: Class 20 contains 43363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108705024.000000 Penalty: 42277.761719
Iteration 12Q: 20 clusters Score -1.08705e+08 nChanged 38284
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 136429 members 
Mstep: Class 3 contains 1404 members 
Mstep: Class 4 contains 3258 members 
Mstep: Class 5 contains 3056 members 
Mstep: Class 6 contains 29105 members 
Mstep: Class 7 contains 7468 members 
Mstep: Class 8 contains 86247 members 
Mstep: Class 9 contains 107319 members 
Mstep: Class 10 contains 27826 members 
Mstep: Class 11 contains 30668 members 
Mstep: Class 12 contains 150776 members 
Mstep: Class 13 contains 42608 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 15 contains 65621 members 
Mstep: Class 16 contains 17181 members 
Mstep: Class 17 contains 9399 members 
Mstep: Class 18 contains 18150 members 
Mstep: Class 20 contains 45535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108722648.000000 Penalty: 42277.761719
Iteration 13Q: 20 clusters Score -1.087226e+08 nChanged 35322
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 100523 members 
Mstep: Class 2 contains 135904 members 
Mstep: Class 3 contains 1393 members 
Mstep: Class 4 contains 3403 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 6 contains 29687 members 
Mstep: Class 7 contains 8310 members 
Mstep: Class 8 contains 91812 members 
Mstep: Class 9 contains 105525 members 
Mstep: Class 10 contains 28318 members 
Mstep: Class 11 contains 30075 members 
Mstep: Class 12 contains 148782 members 
Mstep: Class 13 contains 40625 members 
Mstep: Class 14 contains 4215 members 
Mstep: Class 15 contains 61060 members 
Mstep: Class 16 contains 17593 members 
Mstep: Class 17 contains 8989 members 
Mstep: Class 18 contains 17927 members 
Mstep: Class 20 contains 47526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108742048.000000 Penalty: 42277.761719
Iteration 14Q: 20 clusters Score -1.08742e+08 nChanged 31913
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 102477 members 
Mstep: Class 2 contains 134580 members 
Mstep: Class 3 contains 1393 members 
Mstep: Class 4 contains 3573 members 
Mstep: Class 5 contains 2642 members 
Mstep: Class 6 contains 30090 members 
Mstep: Class 7 contains 9080 members 
Mstep: Class 8 contains 96382 members 
Mstep: Class 9 contains 103912 members 
Mstep: Class 10 contains 28801 members 
Mstep: Class 11 contains 29518 members 
Mstep: Class 12 contains 146699 members 
Mstep: Class 13 contains 38306 members 
Mstep: Class 14 contains 3976 members 
Mstep: Class 15 contains 59278 members 
Mstep: Class 16 contains 18130 members 
Mstep: Class 17 contains 8702 members 
Mstep: Class 18 contains 17724 members 
Mstep: Class 20 contains 49250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108761264.000000 Penalty: 42277.761719
Iteration 15Q: 20 clusters Score -1.087613e+08 nChanged 29818
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 103771 members 
Mstep: Class 2 contains 132947 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 3779 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 30335 members 
Mstep: Class 7 contains 9712 members 
Mstep: Class 8 contains 99156 members 
Mstep: Class 9 contains 102537 members 
Mstep: Class 10 contains 29414 members 
Mstep: Class 11 contains 28911 members 
Mstep: Class 12 contains 144120 members 
Mstep: Class 13 contains 35956 members 
Mstep: Class 14 contains 3807 members 
Mstep: Class 15 contains 60787 members 
Mstep: Class 16 contains 18842 members 
Mstep: Class 17 contains 8459 members 
Mstep: Class 18 contains 17456 members 
Mstep: Class 20 contains 50699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108775952.000000 Penalty: 42277.761719
Iteration 16Q: 20 clusters Score -1.08776e+08 nChanged 26607
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 104835 members 
Mstep: Class 2 contains 131393 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 3958 members 
Mstep: Class 5 contains 2242 members 
Mstep: Class 6 contains 30397 members 
Mstep: Class 7 contains 10247 members 
Mstep: Class 8 contains 100783 members 
Mstep: Class 9 contains 101270 members 
Mstep: Class 10 contains 30126 members 
Mstep: Class 11 contains 28196 members 
Mstep: Class 12 contains 141740 members 
Mstep: Class 13 contains 33842 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 63399 members 
Mstep: Class 16 contains 19503 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 18 contains 17221 members 
Mstep: Class 20 contains 51973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108786480.000000 Penalty: 42277.761719
Iteration 17Q: 20 clusters Score -1.087865e+08 nChanged 23723
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 105848 members 
Mstep: Class 2 contains 130079 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 4078 members 
Mstep: Class 5 contains 2066 members 
Mstep: Class 6 contains 30347 members 
Mstep: Class 7 contains 10683 members 
Mstep: Class 8 contains 101897 members 
Mstep: Class 9 contains 99988 members 
Mstep: Class 10 contains 31031 members 
Mstep: Class 11 contains 27377 members 
Mstep: Class 12 contains 139559 members 
Mstep: Class 13 contains 32015 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 66164 members 
Mstep: Class 16 contains 20102 members 
Mstep: Class 17 contains 8153 members 
Mstep: Class 18 contains 16991 members 
Mstep: Class 20 contains 53115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108795520.000000 Penalty: 42277.761719
Iteration 18Q: 20 clusters Score -1.087955e+08 nChanged 21163
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 106745 members 
Mstep: Class 2 contains 129027 members 
Mstep: Class 3 contains 1382 members 
Mstep: Class 4 contains 4180 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 30124 members 
Mstep: Class 7 contains 11013 members 
Mstep: Class 8 contains 102545 members 
Mstep: Class 9 contains 98801 members 
Mstep: Class 10 contains 32050 members 
Mstep: Class 11 contains 26417 members 
Mstep: Class 12 contains 137831 members 
Mstep: Class 13 contains 30438 members 
Mstep: Class 14 contains 3625 members 
Mstep: Class 15 contains 68775 members 
Mstep: Class 16 contains 20681 members 
Mstep: Class 17 contains 8004 members 
Mstep: Class 18 contains 16751 members 
Mstep: Class 20 contains 54237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108803552.000000 Penalty: 42277.761719
Iteration 19Q: 20 clusters Score -1.088036e+08 nChanged 18939
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 107616 members 
Mstep: Class 2 contains 128119 members 
Mstep: Class 3 contains 1382 members 
Mstep: Class 4 contains 4250 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 29765 members 
Mstep: Class 7 contains 11301 members 
Mstep: Class 8 contains 102921 members 
Mstep: Class 9 contains 97654 members 
Mstep: Class 10 contains 33186 members 
Mstep: Class 11 contains 25395 members 
Mstep: Class 12 contains 136553 members 
Mstep: Class 13 contains 29079 members 
Mstep: Class 14 contains 3641 members 
Mstep: Class 15 contains 71043 members 
Mstep: Class 16 contains 21186 members 
Mstep: Class 17 contains 7890 members 
Mstep: Class 18 contains 16490 members 
Mstep: Class 20 contains 55304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108810360.000000 Penalty: 42277.761719
Iteration 20F: 20 clusters Score -1.088104e+08 nChanged 17248
Entering Unmasked Mstep 
Mstep: Class 0 contains 338 members 
Mstep: Class 1 contains 108238 members 
Mstep: Class 2 contains 127479 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 29259 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 103187 members 
Mstep: Class 9 contains 96451 members 
Mstep: Class 10 contains 34460 members 
Mstep: Class 11 contains 24270 members 
Mstep: Class 12 contains 135672 members 
Mstep: Class 13 contains 27848 members 
Mstep: Class 14 contains 3650 members 
Mstep: Class 15 contains 73116 members 
Mstep: Class 16 contains 21624 members 
Mstep: Class 17 contains 7825 members 
Mstep: Class 18 contains 16218 members 
Mstep: Class 20 contains 56307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108815824.000000 Penalty: 42277.761719
Iteration 21Q: 20 clusters Score -1.088158e+08 nChanged 15829
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 108788 members 
Mstep: Class 2 contains 127061 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 28677 members 
Mstep: Class 7 contains 11841 members 
Mstep: Class 8 contains 103247 members 
Mstep: Class 9 contains 95330 members 
Mstep: Class 10 contains 35738 members 
Mstep: Class 11 contains 23255 members 
Mstep: Class 12 contains 134933 members 
Mstep: Class 13 contains 26722 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 75081 members 
Mstep: Class 16 contains 22055 members 
Mstep: Class 17 contains 7791 members 
Mstep: Class 18 contains 15914 members 
Mstep: Class 20 contains 57253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108820112.000000 Penalty: 42277.761719
Iteration 22Q: 20 clusters Score -1.088201e+08 nChanged 13872
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 109238 members 
Mstep: Class 2 contains 126752 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 1300 members 
Mstep: Class 6 contains 28113 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 103184 members 
Mstep: Class 9 contains 94310 members 
Mstep: Class 10 contains 36944 members 
Mstep: Class 11 contains 22244 members 
Mstep: Class 12 contains 134427 members 
Mstep: Class 13 contains 25815 members 
Mstep: Class 14 contains 3545 members 
Mstep: Class 15 contains 76801 members 
Mstep: Class 16 contains 22432 members 
Mstep: Class 17 contains 7794 members 
Mstep: Class 18 contains 15599 members 
Mstep: Class 20 contains 58136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108824200.000000 Penalty: 42277.761719
Iteration 23Q: 20 clusters Score -1.088242e+08 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 109566 members 
Mstep: Class 2 contains 126589 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 27507 members 
Mstep: Class 7 contains 12165 members 
Mstep: Class 8 contains 103002 members 
Mstep: Class 9 contains 93379 members 
Mstep: Class 10 contains 38081 members 
Mstep: Class 11 contains 21273 members 
Mstep: Class 12 contains 134006 members 
Mstep: Class 13 contains 25086 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 78369 members 
Mstep: Class 16 contains 22743 members 
Mstep: Class 17 contains 7857 members 
Mstep: Class 18 contains 15294 members 
Mstep: Class 20 contains 58987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108826752.000000 Penalty: 42277.761719
Iteration 24Q: 20 clusters Score -1.088268e+08 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 109881 members 
Mstep: Class 2 contains 126478 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4542 members 
Mstep: Class 5 contains 1144 members 
Mstep: Class 6 contains 26934 members 
Mstep: Class 7 contains 12307 members 
Mstep: Class 8 contains 102790 members 
Mstep: Class 9 contains 92455 members 
Mstep: Class 10 contains 39143 members 
Mstep: Class 11 contains 20405 members 
Mstep: Class 12 contains 133559 members 
Mstep: Class 13 contains 24471 members 
Mstep: Class 14 contains 3521 members 
Mstep: Class 15 contains 79771 members 
Mstep: Class 16 contains 22965 members 
Mstep: Class 17 contains 7953 members 
Mstep: Class 18 contains 15018 members 
Mstep: Class 20 contains 59815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108829616.000000 Penalty: 42277.761719
Iteration 25Q: 20 clusters Score -1.088296e+08 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 110059 members 
Mstep: Class 2 contains 126416 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4608 members 
Mstep: Class 5 contains 1095 members 
Mstep: Class 6 contains 26391 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 102594 members 
Mstep: Class 9 contains 91588 members 
Mstep: Class 10 contains 40043 members 
Mstep: Class 11 contains 19659 members 
Mstep: Class 12 contains 133232 members 
Mstep: Class 13 contains 24016 members 
Mstep: Class 14 contains 3516 members 
Mstep: Class 15 contains 81024 members 
Mstep: Class 16 contains 23154 members 
Mstep: Class 17 contains 8040 members 
Mstep: Class 18 contains 14736 members 
Mstep: Class 20 contains 60543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108831232.000000 Penalty: 42277.761719
Iteration 26Q: 20 clusters Score -1.088312e+08 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 110253 members 
Mstep: Class 2 contains 126359 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4670 members 
Mstep: Class 5 contains 1065 members 
Mstep: Class 6 contains 25871 members 
Mstep: Class 7 contains 12527 members 
Mstep: Class 8 contains 102399 members 
Mstep: Class 9 contains 90733 members 
Mstep: Class 10 contains 40810 members 
Mstep: Class 11 contains 19010 members 
Mstep: Class 12 contains 132805 members 
Mstep: Class 13 contains 23661 members 
Mstep: Class 14 contains 3510 members 
Mstep: Class 15 contains 82284 members 
Mstep: Class 16 contains 23294 members 
Mstep: Class 17 contains 8155 members 
Mstep: Class 18 contains 14473 members 
Mstep: Class 20 contains 61273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108832720.000000 Penalty: 42277.761719
Iteration 27Q: 20 clusters Score -1.088327e+08 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110339 members 
Mstep: Class 2 contains 126357 members 
Mstep: Class 3 contains 1386 members 
Mstep: Class 4 contains 4726 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 25375 members 
Mstep: Class 7 contains 12599 members 
Mstep: Class 8 contains 102169 members 
Mstep: Class 9 contains 89992 members 
Mstep: Class 10 contains 41490 members 
Mstep: Class 11 contains 18491 members 
Mstep: Class 12 contains 132445 members 
Mstep: Class 13 contains 23399 members 
Mstep: Class 14 contains 3514 members 
Mstep: Class 15 contains 83345 members 
Mstep: Class 16 contains 23429 members 
Mstep: Class 17 contains 8322 members 
Mstep: Class 18 contains 14220 members 
Mstep: Class 20 contains 61894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108834432.000000 Penalty: 42277.761719
Iteration 28Q: 20 clusters Score -1.088344e+08 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110443 members 
Mstep: Class 2 contains 126393 members 
Mstep: Class 3 contains 1386 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 1038 members 
Mstep: Class 6 contains 24957 members 
Mstep: Class 7 contains 12673 members 
Mstep: Class 8 contains 101993 members 
Mstep: Class 9 contains 89251 members 
Mstep: Class 10 contains 42072 members 
Mstep: Class 11 contains 18030 members 
Mstep: Class 12 contains 132002 members 
Mstep: Class 13 contains 23181 members 
Mstep: Class 14 contains 3515 members 
Mstep: Class 15 contains 84314 members 
Mstep: Class 16 contains 23530 members 
Mstep: Class 17 contains 8455 members 
Mstep: Class 18 contains 14003 members 
Mstep: Class 20 contains 62505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108835536.000000 Penalty: 42277.761719
Iteration 29Q: 20 clusters Score -1.088355e+08 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110485 members 
Mstep: Class 2 contains 126493 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4905 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 24600 members 
Mstep: Class 7 contains 12721 members 
Mstep: Class 8 contains 101754 members 
Mstep: Class 9 contains 88531 members 
Mstep: Class 10 contains 42604 members 
Mstep: Class 11 contains 17714 members 
Mstep: Class 12 contains 131633 members 
Mstep: Class 13 contains 23015 members 
Mstep: Class 14 contains 3501 members 
Mstep: Class 15 contains 85160 members 
Mstep: Class 16 contains 23604 members 
Mstep: Class 17 contains 8633 members 
Mstep: Class 18 contains 13801 members 
Mstep: Class 20 contains 62980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108836352.000000 Penalty: 42277.761719
Iteration 30Q: 20 clusters Score -1.088364e+08 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 110512 members 
Mstep: Class 2 contains 126560 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4971 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 24237 members 
Mstep: Class 7 contains 12781 members 
Mstep: Class 8 contains 101569 members 
Mstep: Class 9 contains 87833 members 
Mstep: Class 10 contains 43079 members 
Mstep: Class 11 contains 17463 members 
Mstep: Class 12 contains 131364 members 
Mstep: Class 13 contains 22821 members 
Mstep: Class 14 contains 3479 members 
Mstep: Class 15 contains 85865 members 
Mstep: Class 16 contains 23663 members 
Mstep: Class 17 contains 8863 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 20 contains 63475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108837472.000000 Penalty: 42277.761719
Iteration 31Q: 20 clusters Score -1.088375e+08 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 126664 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 5062 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 23895 members 
Mstep: Class 7 contains 12809 members 
Mstep: Class 8 contains 101407 members 
Mstep: Class 9 contains 87208 members 
Mstep: Class 10 contains 43482 members 
Mstep: Class 11 contains 17224 members 
Mstep: Class 12 contains 131102 members 
Mstep: Class 13 contains 22687 members 
Mstep: Class 14 contains 3452 members 
Mstep: Class 15 contains 86497 members 
Mstep: Class 16 contains 23707 members 
Mstep: Class 17 contains 9057 members 
Mstep: Class 18 contains 13435 members 
Mstep: Class 20 contains 63934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108838488.000000 Penalty: 42277.761719
Iteration 32Q: 20 clusters Score -1.088385e+08 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110596 members 
Mstep: Class 2 contains 126753 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 5152 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 23638 members 
Mstep: Class 7 contains 12837 members 
Mstep: Class 8 contains 101223 members 
Mstep: Class 9 contains 86568 members 
Mstep: Class 10 contains 43809 members 
Mstep: Class 11 contains 17004 members 
Mstep: Class 12 contains 130923 members 
Mstep: Class 13 contains 22597 members 
Mstep: Class 14 contains 3438 members 
Mstep: Class 15 contains 87048 members 
Mstep: Class 16 contains 23738 members 
Mstep: Class 17 contains 9245 members 
Mstep: Class 18 contains 13265 members 
Mstep: Class 20 contains 64339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108839472.000000 Penalty: 42277.761719
Iteration 33Q: 20 clusters Score -1.088395e+08 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110619 members 
Mstep: Class 2 contains 126850 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5248 members 
Mstep: Class 5 contains 962 members 
Mstep: Class 6 contains 23468 members 
Mstep: Class 7 contains 12893 members 
Mstep: Class 8 contains 101015 members 
Mstep: Class 9 contains 85977 members 
Mstep: Class 10 contains 44061 members 
Mstep: Class 11 contains 16840 members 
Mstep: Class 12 contains 130751 members 
Mstep: Class 13 contains 22500 members 
Mstep: Class 14 contains 3432 members 
Mstep: Class 15 contains 87546 members 
Mstep: Class 16 contains 23788 members 
Mstep: Class 17 contains 9396 members 
Mstep: Class 18 contains 13129 members 
Mstep: Class 20 contains 64671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108839752.000000 Penalty: 42277.761719
Iteration 34Q: 20 clusters Score -1.088398e+08 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110625 members 
Mstep: Class 2 contains 126979 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5334 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 23337 members 
Mstep: Class 7 contains 12918 members 
Mstep: Class 8 contains 100809 members 
Mstep: Class 9 contains 85399 members 
Mstep: Class 10 contains 44304 members 
Mstep: Class 11 contains 16710 members 
Mstep: Class 12 contains 130633 members 
Mstep: Class 13 contains 22440 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 87974 members 
Mstep: Class 16 contains 23808 members 
Mstep: Class 17 contains 9527 members 
Mstep: Class 18 contains 13008 members 
Mstep: Class 20 contains 64954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108840392.000000 Penalty: 42277.761719
Iteration 35Q: 20 clusters Score -1.088404e+08 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110625 members 
Mstep: Class 2 contains 127114 members 
Mstep: Class 3 contains 1403 members 
Mstep: Class 4 contains 5422 members 
Mstep: Class 5 contains 948 members 
Mstep: Class 6 contains 23227 members 
Mstep: Class 7 contains 12957 members 
Mstep: Class 8 contains 100626 members 
Mstep: Class 9 contains 84816 members 
Mstep: Class 10 contains 44512 members 
Mstep: Class 11 contains 16599 members 
Mstep: Class 12 contains 130491 members 
Mstep: Class 13 contains 22360 members 
Mstep: Class 14 contains 3419 members 
Mstep: Class 15 contains 88437 members 
Mstep: Class 16 contains 23845 members 
Mstep: Class 17 contains 9629 members 
Mstep: Class 18 contains 12872 members 
Mstep: Class 20 contains 65238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108840400.000000 Penalty: 42277.761719
Iteration 36Q: 20 clusters Score -1.088404e+08 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110584 members 
Mstep: Class 2 contains 127265 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 5499 members 
Mstep: Class 5 contains 938 members 
Mstep: Class 6 contains 23145 members 
Mstep: Class 7 contains 13006 members 
Mstep: Class 8 contains 100484 members 
Mstep: Class 9 contains 84263 members 
Mstep: Class 10 contains 44678 members 
Mstep: Class 11 contains 16496 members 
Mstep: Class 12 contains 130379 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 88870 members 
Mstep: Class 16 contains 23874 members 
Mstep: Class 17 contains 9716 members 
Mstep: Class 18 contains 12755 members 
Mstep: Class 20 contains 65504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108840320.000000 Penalty: 42277.761719
Iteration 37Q: 20 clusters Score -1.088403e+08 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110486 members 
Mstep: Class 2 contains 127382 members 
Mstep: Class 3 contains 1407 members 
Mstep: Class 4 contains 5579 members 
Mstep: Class 5 contains 933 members 
Mstep: Class 6 contains 23062 members 
Mstep: Class 7 contains 13071 members 
Mstep: Class 8 contains 100358 members 
Mstep: Class 9 contains 83772 members 
Mstep: Class 10 contains 44804 members 
Mstep: Class 11 contains 16414 members 
Mstep: Class 12 contains 130275 members 
Mstep: Class 13 contains 22189 members 
Mstep: Class 14 contains 3399 members 
Mstep: Class 15 contains 89319 members 
Mstep: Class 16 contains 23894 members 
Mstep: Class 17 contains 9795 members 
Mstep: Class 18 contains 12641 members 
Mstep: Class 20 contains 65760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108840664.000000 Penalty: 42277.761719
Iteration 38Q: 20 clusters Score -1.088407e+08 nChanged 2917
Entering ConstructFrom: 
Score: -108840664.000000 Penalty: 42277.761719
Entering ConstructFrom: 
Trying to split cluster 1 (110353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110353 members 
Entering Unmasked Estep 
Score: -13962044.000000 Penalty: 1886.859009
	Iteration 0F: 2 clusters Score -1.396204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -13889514.000000 Penalty: 3773.718018
	Iteration 0F: 3 clusters Score -1.388951e+07 nChanged 52737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -13921374.000000 Penalty: 3773.718018
	Iteration 1F: 3 clusters Score -1.392137e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -13923543.000000 Penalty: 3773.718018
	Iteration 2Q: 3 clusters Score -1.392354e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -13926593.000000 Penalty: 3773.718018
	Iteration 3F: 3 clusters Score -1.392659e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -13930517.000000 Penalty: 3773.718018
	Iteration 4F: 3 clusters Score -1.393052e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57270 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -13935064.000000 Penalty: 3773.718018
	Iteration 5F: 3 clusters Score -1.393506e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -13939530.000000 Penalty: 3773.718018
	Iteration 6F: 3 clusters Score -1.393953e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -13943983.000000 Penalty: 3773.718018
	Iteration 7F: 3 clusters Score -1.394398e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -13947588.000000 Penalty: 3773.718018
	Iteration 8F: 3 clusters Score -1.394759e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -13950064.000000 Penalty: 3773.718018
	Iteration 9Q: 3 clusters Score -1.395006e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66494 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -13951420.000000 Penalty: 3773.718018
	Iteration 10Q: 3 clusters Score -1.395142e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -13952236.000000 Penalty: 3773.718018
	Iteration 11Q: 3 clusters Score -1.395224e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -13952992.000000 Penalty: 3773.718018
	Iteration 12Q: 3 clusters Score -1.395299e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -13953547.000000 Penalty: 3773.718018
	Iteration 13Q: 3 clusters Score -1.395355e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -13954150.000000 Penalty: 3773.718018
	Iteration 14Q: 3 clusters Score -1.395415e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -13954579.000000 Penalty: 3773.718018
	Iteration 15Q: 3 clusters Score -1.395458e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -13955003.000000 Penalty: 3773.718018
	Iteration 16Q: 3 clusters Score -1.3955e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -13955354.000000 Penalty: 3773.718018
	Iteration 17Q: 3 clusters Score -1.395535e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -13955806.000000 Penalty: 3773.718018
	Iteration 18Q: 3 clusters Score -1.395581e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -13956098.000000 Penalty: 3773.718018
	Iteration 19Q: 3 clusters Score -1.39561e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -13956408.000000 Penalty: 3773.718018
	Iteration 20F: 3 clusters Score -1.395641e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83393 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -13956628.000000 Penalty: 3773.718018
	Iteration 21Q: 3 clusters Score -1.395663e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84663 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -13956977.000000 Penalty: 3773.718018
	Iteration 22Q: 3 clusters Score -1.395698e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -13957227.000000 Penalty: 3773.718018
	Iteration 23Q: 3 clusters Score -1.395723e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86897 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -13957423.000000 Penalty: 3773.718018
	Iteration 24Q: 3 clusters Score -1.395742e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87940 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -13957541.000000 Penalty: 3773.718018
	Iteration 25Q: 3 clusters Score -1.395754e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88942 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -13957803.000000 Penalty: 3773.718018
	Iteration 26Q: 3 clusters Score -1.39578e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -13957998.000000 Penalty: 3773.718018
	Iteration 27Q: 3 clusters Score -1.3958e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -13958186.000000 Penalty: 3773.718018
	Iteration 28Q: 3 clusters Score -1.395819e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -13958326.000000 Penalty: 3773.718018
	Iteration 29Q: 3 clusters Score -1.395833e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92565 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -13958459.000000 Penalty: 3773.718018
	Iteration 30Q: 3 clusters Score -1.395846e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93437 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -13958673.000000 Penalty: 3773.718018
	Iteration 31Q: 3 clusters Score -1.395867e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -13958864.000000 Penalty: 3773.718018
	Iteration 32Q: 3 clusters Score -1.395886e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -13959027.000000 Penalty: 3773.718018
	Iteration 33Q: 3 clusters Score -1.395903e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95752 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -13959133.000000 Penalty: 3773.718018
	Iteration 34Q: 3 clusters Score -1.395913e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96505 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -13959221.000000 Penalty: 3773.718018
	Iteration 35Q: 3 clusters Score -1.395922e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -13959387.000000 Penalty: 3773.718018
	Iteration 36Q: 3 clusters Score -1.395939e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97937 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -13959557.000000 Penalty: 3773.718018
	Iteration 37Q: 3 clusters Score -1.395956e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98622 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -13959759.000000 Penalty: 3773.718018
	Iteration 38Q: 3 clusters Score -1.395976e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99306 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -13959938.000000 Penalty: 3773.718018
	Iteration 39Q: 3 clusters Score -1.395994e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99977 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -13960067.000000 Penalty: 3773.718018
	Iteration 40F: 3 clusters Score -1.396007e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100597 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -13960255.000000 Penalty: 3773.718018
	Iteration 41Q: 3 clusters Score -1.396026e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101214 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -13960447.000000 Penalty: 3773.718018
	Iteration 42Q: 3 clusters Score -1.396045e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101832 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -13960624.000000 Penalty: 3773.718018
	Iteration 43Q: 3 clusters Score -1.396062e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102408 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -13960811.000000 Penalty: 3773.718018
	Iteration 44Q: 3 clusters Score -1.396081e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102998 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -13960959.000000 Penalty: 3773.718018
	Iteration 45Q: 3 clusters Score -1.396096e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103554 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -13961120.000000 Penalty: 3773.718018
	Iteration 46Q: 3 clusters Score -1.396112e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104051 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -13961268.000000 Penalty: 3773.718018
	Iteration 47Q: 3 clusters Score -1.396127e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104511 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -13961448.000000 Penalty: 3773.718018
	Iteration 48Q: 3 clusters Score -1.396145e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104926 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -13961540.000000 Penalty: 3773.718018
	Iteration 49Q: 3 clusters Score -1.396154e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105304 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -13961717.000000 Penalty: 3773.718018
	Iteration 50Q: 3 clusters Score -1.396172e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105688 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -13961854.000000 Penalty: 3773.718018
	Iteration 51Q: 3 clusters Score -1.396185e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106025 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -13961988.000000 Penalty: 3773.718018
	Iteration 52Q: 3 clusters Score -1.396199e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106307 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -13962025.000000 Penalty: 3773.718018
	Iteration 53Q: 3 clusters Score -1.396202e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106551 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -13962080.000000 Penalty: 3773.718018
	Iteration 54Q: 3 clusters Score -1.396208e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106764 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -13962137.000000 Penalty: 3773.718018
	Iteration 55Q: 3 clusters Score -1.396214e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -13962223.000000 Penalty: 3773.718018
	Iteration 56Q: 3 clusters Score -1.396222e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107124 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -13962301.000000 Penalty: 3773.718018
	Iteration 57Q: 3 clusters Score -1.39623e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107256 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -13962296.000000 Penalty: 3773.718018
	Iteration 58Q: 3 clusters Score -1.39623e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107353 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -13962332.000000 Penalty: 3773.718018
	Iteration 59Q: 3 clusters Score -1.396233e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107458 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -13962350.000000 Penalty: 3773.718018
	Iteration 60F: 3 clusters Score -1.396235e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107543 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -13962352.000000 Penalty: 3773.718018
	Iteration 61Q: 3 clusters Score -1.396235e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107630 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -13962386.000000 Penalty: 3773.718018
	Iteration 62Q: 3 clusters Score -1.396239e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107714 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -13962390.000000 Penalty: 3773.718018
	Iteration 63Q: 3 clusters Score -1.396239e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107768 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -13962424.000000 Penalty: 3773.718018
	Iteration 64Q: 3 clusters Score -1.396242e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107818 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -13962461.000000 Penalty: 3773.718018
	Iteration 65Q: 3 clusters Score -1.396246e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107861 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -13962504.000000 Penalty: 3773.718018
	Iteration 66Q: 3 clusters Score -1.39625e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107898 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -13962496.000000 Penalty: 3773.718018
	Iteration 67Q: 3 clusters Score -1.39625e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -13962532.000000 Penalty: 3773.718018
	Iteration 68Q: 3 clusters Score -1.396253e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107965 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -13962521.000000 Penalty: 3773.718018
	Iteration 69Q: 3 clusters Score -1.396252e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108002 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -13962531.000000 Penalty: 3773.718018
	Iteration 70Q: 3 clusters Score -1.396253e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108037 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -13962538.000000 Penalty: 3773.718018
	Iteration 71Q: 3 clusters Score -1.396254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108062 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -13962562.000000 Penalty: 3773.718018
	Iteration 72Q: 3 clusters Score -1.396256e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108092 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -13962568.000000 Penalty: 3773.718018
	Iteration 73Q: 3 clusters Score -1.396257e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108124 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -13962583.000000 Penalty: 3773.718018
	Iteration 74Q: 3 clusters Score -1.396258e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -13962574.000000 Penalty: 3773.718018
	Iteration 75Q: 3 clusters Score -1.396257e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108178 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -13962584.000000 Penalty: 3773.718018
	Iteration 76Q: 3 clusters Score -1.396258e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108190 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -13962588.000000 Penalty: 3773.718018
	Iteration 77Q: 3 clusters Score -1.396259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108200 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -13962607.000000 Penalty: 3773.718018
	Iteration 78Q: 3 clusters Score -1.396261e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108215 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -13962596.000000 Penalty: 3773.718018
	Iteration 79Q: 3 clusters Score -1.39626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108223 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -13962588.000000 Penalty: 3773.718018
	Iteration 80F: 3 clusters Score -1.396259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -13962587.000000 Penalty: 3773.718018
	Iteration 81Q: 3 clusters Score -1.396259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108239 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -13962601.000000 Penalty: 3773.718018
	Iteration 82Q: 3 clusters Score -1.39626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108249 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -13962593.000000 Penalty: 3773.718018
	Iteration 83Q: 3 clusters Score -1.396259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -13962596.000000 Penalty: 3773.718018
	Iteration 84Q: 3 clusters Score -1.39626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108273 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -13962600.000000 Penalty: 3773.718018
	Iteration 85Q: 3 clusters Score -1.39626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108277 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -13962607.000000 Penalty: 3773.718018
	Iteration 86Q: 3 clusters Score -1.396261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108279 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -13962608.000000 Penalty: 3773.718018
	Iteration 87Q: 3 clusters Score -1.396261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108281 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -13962605.000000 Penalty: 3773.718018
	Iteration 88Q: 3 clusters Score -1.39626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108281 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -13962605.000000 Penalty: 3773.718018
	Iteration 89F: 3 clusters Score -1.39626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 108281 members 
Mstep: Class 2 contains 127523 members 
Mstep: Class 3 contains 1408 members 
Mstep: Class 4 contains 5615 members 
Mstep: Class 5 contains 929 members 
Mstep: Class 6 contains 22994 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 100215 members 
Mstep: Class 9 contains 83308 members 
Mstep: Class 10 contains 44944 members 
Mstep: Class 11 contains 16373 members 
Mstep: Class 12 contains 130193 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 15 contains 89732 members 
Mstep: Class 16 contains 23910 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 12529 members 
Mstep: Class 19 contains 2072 members 
Mstep: Class 20 contains 66019 members 
Entering Unmasked Estep 
Score: -108840624.000000 Penalty: 44502.906250
Splitting cluster 1 changes total score from -108840664.000000 to -108840624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (127523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127523 members 
Entering Unmasked Estep 
Score: -16177484.000000 Penalty: 1910.358398
	Iteration 0F: 2 clusters Score -1.617748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
Score: -16099129.000000 Penalty: 3820.716797
	Iteration 0F: 3 clusters Score -1.609913e+07 nChanged 61259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65795 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -16135565.000000 Penalty: 3820.716797
	Iteration 1F: 3 clusters Score -1.613556e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -16137392.000000 Penalty: 3820.716797
	Iteration 2Q: 3 clusters Score -1.613739e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -16140238.000000 Penalty: 3820.716797
	Iteration 3Q: 3 clusters Score -1.614024e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -16144101.000000 Penalty: 3820.716797
	Iteration 4F: 3 clusters Score -1.61441e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -16148624.000000 Penalty: 3820.716797
	Iteration 5F: 3 clusters Score -1.614862e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -16153208.000000 Penalty: 3820.716797
	Iteration 6F: 3 clusters Score -1.615321e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69258 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -16157363.000000 Penalty: 3820.716797
	Iteration 7F: 3 clusters Score -1.615736e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -16160955.000000 Penalty: 3820.716797
	Iteration 8F: 3 clusters Score -1.616096e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -16163839.000000 Penalty: 3820.716797
	Iteration 9Q: 3 clusters Score -1.616384e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -16165961.000000 Penalty: 3820.716797
	Iteration 10Q: 3 clusters Score -1.616596e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 69590 members 
Entering Unmasked Estep 
Score: -16167542.000000 Penalty: 3820.716797
	Iteration 11Q: 3 clusters Score -1.616754e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 72877 members 
Entering Unmasked Estep 
Score: -16169050.000000 Penalty: 3820.716797
	Iteration 12Q: 3 clusters Score -1.616905e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 76189 members 
Entering Unmasked Estep 
Score: -16170404.000000 Penalty: 3820.716797
	Iteration 13Q: 3 clusters Score -1.61704e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -16171896.000000 Penalty: 3820.716797
	Iteration 14Q: 3 clusters Score -1.61719e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
Score: -16173642.000000 Penalty: 3820.716797
	Iteration 15Q: 3 clusters Score -1.617364e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 87346 members 
Entering Unmasked Estep 
Score: -16175510.000000 Penalty: 3820.716797
	Iteration 16Q: 3 clusters Score -1.617551e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 90731 members 
Entering Unmasked Estep 
Score: -16177403.000000 Penalty: 3820.716797
	Iteration 17Q: 3 clusters Score -1.61774e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 93692 members 
Entering Unmasked Estep 
Score: -16178785.000000 Penalty: 3820.716797
	Iteration 18Q: 3 clusters Score -1.617878e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 96226 members 
Entering Unmasked Estep 
Score: -16179873.000000 Penalty: 3820.716797
	Iteration 19Q: 3 clusters Score -1.617987e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -16180778.000000 Penalty: 3820.716797
	Iteration 20F: 3 clusters Score -1.618078e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 100328 members 
Entering Unmasked Estep 
Score: -16181410.000000 Penalty: 3820.716797
	Iteration 21Q: 3 clusters Score -1.618141e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
Score: -16181900.000000 Penalty: 3820.716797
	Iteration 22Q: 3 clusters Score -1.61819e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 103639 members 
Entering Unmasked Estep 
Score: -16182396.000000 Penalty: 3820.716797
	Iteration 23Q: 3 clusters Score -1.61824e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 105061 members 
Entering Unmasked Estep 
Score: -16182778.000000 Penalty: 3820.716797
	Iteration 24Q: 3 clusters Score -1.618278e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 106381 members 
Entering Unmasked Estep 
Score: -16183166.000000 Penalty: 3820.716797
	Iteration 25Q: 3 clusters Score -1.618317e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 107567 members 
Entering Unmasked Estep 
Score: -16183471.000000 Penalty: 3820.716797
	Iteration 26Q: 3 clusters Score -1.618347e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 108628 members 
Entering Unmasked Estep 
Score: -16183760.000000 Penalty: 3820.716797
	Iteration 27Q: 3 clusters Score -1.618376e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 109639 members 
Entering Unmasked Estep 
Score: -16184214.000000 Penalty: 3820.716797
	Iteration 28Q: 3 clusters Score -1.618421e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 110595 members 
Entering Unmasked Estep 
Score: -16184686.000000 Penalty: 3820.716797
	Iteration 29Q: 3 clusters Score -1.618469e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 111565 members 
Entering Unmasked Estep 
Score: -16185111.000000 Penalty: 3820.716797
	Iteration 30Q: 3 clusters Score -1.618511e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 112501 members 
Entering Unmasked Estep 
Score: -16185353.000000 Penalty: 3820.716797
	Iteration 31Q: 3 clusters Score -1.618535e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 113414 members 
Entering Unmasked Estep 
Score: -16185648.000000 Penalty: 3820.716797
	Iteration 32Q: 3 clusters Score -1.618565e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 114287 members 
Entering Unmasked Estep 
Score: -16185833.000000 Penalty: 3820.716797
	Iteration 33Q: 3 clusters Score -1.618583e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -16185965.000000 Penalty: 3820.716797
	Iteration 34Q: 3 clusters Score -1.618596e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 115884 members 
Entering Unmasked Estep 
Score: -16185954.000000 Penalty: 3820.716797
	Iteration 35Q: 3 clusters Score -1.618595e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 116565 members 
Entering Unmasked Estep 
Score: -16185798.000000 Penalty: 3820.716797
	Iteration 36Q: 3 clusters Score -1.61858e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 117166 members 
Entering Unmasked Estep 
Score: -16185706.000000 Penalty: 3820.716797
	Iteration 37Q: 3 clusters Score -1.618571e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 117683 members 
Entering Unmasked Estep 
Score: -16185599.000000 Penalty: 3820.716797
	Iteration 38Q: 3 clusters Score -1.61856e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 118132 members 
Entering Unmasked Estep 
Score: -16185466.000000 Penalty: 3820.716797
	Iteration 39Q: 3 clusters Score -1.618547e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 118540 members 
Entering Unmasked Estep 
Score: -16185358.000000 Penalty: 3820.716797
	Iteration 40F: 3 clusters Score -1.618536e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 118898 members 
Entering Unmasked Estep 
Score: -16185330.000000 Penalty: 3820.716797
	Iteration 41Q: 3 clusters Score -1.618533e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 119173 members 
Entering Unmasked Estep 
Score: -16185280.000000 Penalty: 3820.716797
	Iteration 42Q: 3 clusters Score -1.618528e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 119407 members 
Entering Unmasked Estep 
Score: -16185147.000000 Penalty: 3820.716797
	Iteration 43Q: 3 clusters Score -1.618515e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 119639 members 
Entering Unmasked Estep 
Score: -16184990.000000 Penalty: 3820.716797
	Iteration 44Q: 3 clusters Score -1.618499e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 119867 members 
Entering Unmasked Estep 
Score: -16184942.000000 Penalty: 3820.716797
	Iteration 45Q: 3 clusters Score -1.618494e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 120063 members 
Entering Unmasked Estep 
Score: -16184847.000000 Penalty: 3820.716797
	Iteration 46Q: 3 clusters Score -1.618485e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 120242 members 
Entering Unmasked Estep 
Score: -16184785.000000 Penalty: 3820.716797
	Iteration 47Q: 3 clusters Score -1.618478e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 120405 members 
Entering Unmasked Estep 
Score: -16184699.000000 Penalty: 3820.716797
	Iteration 48Q: 3 clusters Score -1.61847e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 120546 members 
Entering Unmasked Estep 
Score: -16184688.000000 Penalty: 3820.716797
	Iteration 49Q: 3 clusters Score -1.618469e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 120680 members 
Entering Unmasked Estep 
Score: -16184573.000000 Penalty: 3820.716797
	Iteration 50Q: 3 clusters Score -1.618457e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 120806 members 
Entering Unmasked Estep 
Score: -16184522.000000 Penalty: 3820.716797
	Iteration 51Q: 3 clusters Score -1.618452e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 120911 members 
Entering Unmasked Estep 
Score: -16184455.000000 Penalty: 3820.716797
	Iteration 52Q: 3 clusters Score -1.618446e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 121010 members 
Entering Unmasked Estep 
Score: -16184381.000000 Penalty: 3820.716797
	Iteration 53Q: 3 clusters Score -1.618438e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 121105 members 
Entering Unmasked Estep 
Score: -16184312.000000 Penalty: 3820.716797
	Iteration 54Q: 3 clusters Score -1.618431e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 121189 members 
Entering Unmasked Estep 
Score: -16184285.000000 Penalty: 3820.716797
	Iteration 55Q: 3 clusters Score -1.618428e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 121265 members 
Entering Unmasked Estep 
Score: -16184256.000000 Penalty: 3820.716797
	Iteration 56Q: 3 clusters Score -1.618426e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 121333 members 
Entering Unmasked Estep 
Score: -16184227.000000 Penalty: 3820.716797
	Iteration 57Q: 3 clusters Score -1.618423e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 121401 members 
Entering Unmasked Estep 
Score: -16184189.000000 Penalty: 3820.716797
	Iteration 58Q: 3 clusters Score -1.618419e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 121456 members 
Entering Unmasked Estep 
Score: -16184169.000000 Penalty: 3820.716797
	Iteration 59Q: 3 clusters Score -1.618417e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 121507 members 
Entering Unmasked Estep 
Score: -16184143.000000 Penalty: 3820.716797
	Iteration 60F: 3 clusters Score -1.618414e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 121544 members 
Entering Unmasked Estep 
Score: -16184128.000000 Penalty: 3820.716797
	Iteration 61Q: 3 clusters Score -1.618413e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 121584 members 
Entering Unmasked Estep 
Score: -16184101.000000 Penalty: 3820.716797
	Iteration 62Q: 3 clusters Score -1.61841e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 121624 members 
Entering Unmasked Estep 
Score: -16184067.000000 Penalty: 3820.716797
	Iteration 63Q: 3 clusters Score -1.618407e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 121661 members 
Entering Unmasked Estep 
Score: -16184054.000000 Penalty: 3820.716797
	Iteration 64Q: 3 clusters Score -1.618405e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 121694 members 
Entering Unmasked Estep 
Score: -16183999.000000 Penalty: 3820.716797
	Iteration 65Q: 3 clusters Score -1.6184e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 121720 members 
Entering Unmasked Estep 
Score: -16184012.000000 Penalty: 3820.716797
	Iteration 66Q: 3 clusters Score -1.618401e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 121746 members 
Entering Unmasked Estep 
Score: -16183981.000000 Penalty: 3820.716797
	Iteration 67Q: 3 clusters Score -1.618398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 121770 members 
Entering Unmasked Estep 
Score: -16183967.000000 Penalty: 3820.716797
	Iteration 68Q: 3 clusters Score -1.618397e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 121796 members 
Entering Unmasked Estep 
Score: -16183950.000000 Penalty: 3820.716797
	Iteration 69Q: 3 clusters Score -1.618395e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 121825 members 
Entering Unmasked Estep 
Score: -16183928.000000 Penalty: 3820.716797
	Iteration 70Q: 3 clusters Score -1.618393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 121854 members 
Entering Unmasked Estep 
Score: -16183913.000000 Penalty: 3820.716797
	Iteration 71Q: 3 clusters Score -1.618391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 121874 members 
Entering Unmasked Estep 
Score: -16183906.000000 Penalty: 3820.716797
	Iteration 72Q: 3 clusters Score -1.618391e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 121893 members 
Entering Unmasked Estep 
Score: -16183889.000000 Penalty: 3820.716797
	Iteration 73Q: 3 clusters Score -1.618389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 121905 members 
Entering Unmasked Estep 
Score: -16183887.000000 Penalty: 3820.716797
	Iteration 74Q: 3 clusters Score -1.618389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 121917 members 
Entering Unmasked Estep 
Score: -16183867.000000 Penalty: 3820.716797
	Iteration 75Q: 3 clusters Score -1.618387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 121933 members 
Entering Unmasked Estep 
Score: -16183865.000000 Penalty: 3820.716797
	Iteration 76Q: 3 clusters Score -1.618386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 121949 members 
Entering Unmasked Estep 
Score: -16183845.000000 Penalty: 3820.716797
	Iteration 77Q: 3 clusters Score -1.618384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 121968 members 
Entering Unmasked Estep 
Score: -16183830.000000 Penalty: 3820.716797
	Iteration 78Q: 3 clusters Score -1.618383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 121981 members 
Entering Unmasked Estep 
Score: -16183830.000000 Penalty: 3820.716797
	Iteration 79Q: 3 clusters Score -1.618383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 121990 members 
Entering Unmasked Estep 
Score: -16183829.000000 Penalty: 3820.716797
	Iteration 80F: 3 clusters Score -1.618383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 121995 members 
Entering Unmasked Estep 
Score: -16183830.000000 Penalty: 3820.716797
	Iteration 81Q: 3 clusters Score -1.618383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 121998 members 
Entering Unmasked Estep 
Score: -16183837.000000 Penalty: 3820.716797
	Iteration 82Q: 3 clusters Score -1.618384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 122003 members 
Entering Unmasked Estep 
Score: -16183838.000000 Penalty: 3820.716797
	Iteration 83Q: 3 clusters Score -1.618384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 122007 members 
Entering Unmasked Estep 
Score: -16183834.000000 Penalty: 3820.716797
	Iteration 84Q: 3 clusters Score -1.618383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 122012 members 
Entering Unmasked Estep 
Score: -16183821.000000 Penalty: 3820.716797
	Iteration 85Q: 3 clusters Score -1.618382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 122018 members 
Entering Unmasked Estep 
Score: -16183810.000000 Penalty: 3820.716797
	Iteration 86Q: 3 clusters Score -1.618381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 122023 members 
Entering Unmasked Estep 
Score: -16183821.000000 Penalty: 3820.716797
	Iteration 87Q: 3 clusters Score -1.618382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 122027 members 
Entering Unmasked Estep 
Score: -16183810.000000 Penalty: 3820.716797
	Iteration 88Q: 3 clusters Score -1.618381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 122029 members 
Entering Unmasked Estep 
Score: -16183813.000000 Penalty: 3820.716797
	Iteration 89Q: 3 clusters Score -1.618381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 122032 members 
Entering Unmasked Estep 
Score: -16183811.000000 Penalty: 3820.716797
	Iteration 90Q: 3 clusters Score -1.618381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 122034 members 
Entering Unmasked Estep 
Score: -16183815.000000 Penalty: 3820.716797
	Iteration 91Q: 3 clusters Score -1.618382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 122035 members 
Entering Unmasked Estep 
Score: -16183819.000000 Penalty: 3820.716797
	Iteration 92Q: 3 clusters Score -1.618382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 122036 members 
Entering Unmasked Estep 
Score: -16183813.000000 Penalty: 3820.716797
	Iteration 93Q: 3 clusters Score -1.618381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 122038 members 
Entering Unmasked Estep 
Score: -16183823.000000 Penalty: 3820.716797
	Iteration 94Q: 3 clusters Score -1.618382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 122039 members 
Entering Unmasked Estep 
Score: -16183814.000000 Penalty: 3820.716797
	Iteration 95Q: 3 clusters Score -1.618381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 122042 members 
Entering Unmasked Estep 
Score: -16183814.000000 Penalty: 3820.716797
	Iteration 96Q: 3 clusters Score -1.618381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 122048 members 
Entering Unmasked Estep 
Score: -16183813.000000 Penalty: 3820.716797
	Iteration 97Q: 3 clusters Score -1.618381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 122052 members 
Entering Unmasked Estep 
Score: -16183806.000000 Penalty: 3820.716797
	Iteration 98Q: 3 clusters Score -1.618381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 122057 members 
Entering Unmasked Estep 
Score: -16183813.000000 Penalty: 3820.716797
	Iteration 99Q: 3 clusters Score -1.618381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 122060 members 
Entering Unmasked Estep 
Score: -16183805.000000 Penalty: 3820.716797
	Iteration 100F: 3 clusters Score -1.61838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 122063 members 
Entering Unmasked Estep 
Score: -16183798.000000 Penalty: 3820.716797
	Iteration 101Q: 3 clusters Score -1.61838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 122065 members 
Entering Unmasked Estep 
Score: -16183791.000000 Penalty: 3820.716797
	Iteration 102Q: 3 clusters Score -1.618379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 122066 members 
Entering Unmasked Estep 
Score: -16183796.000000 Penalty: 3820.716797
	Iteration 103Q: 3 clusters Score -1.61838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 122066 members 
Entering Unmasked Estep 
Score: -16183796.000000 Penalty: 3820.716797
	Iteration 104F: 3 clusters Score -1.61838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 1408 members 
Mstep: Class 4 contains 5615 members 
Mstep: Class 5 contains 929 members 
Mstep: Class 6 contains 22994 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 100215 members 
Mstep: Class 9 contains 83308 members 
Mstep: Class 10 contains 44944 members 
Mstep: Class 11 contains 16373 members 
Mstep: Class 12 contains 130193 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 15 contains 89732 members 
Mstep: Class 16 contains 23910 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 12529 members 
Mstep: Class 19 contains 122066 members 
Mstep: Class 20 contains 66019 members 
Entering Unmasked Estep 
Score: -108846568.000000 Penalty: 44502.906250
Splitting cluster 2 changes total score from -108840664.000000 to -108846568.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 3 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -163972.859375 Penalty: 1178.112915
	Iteration 0F: 2 clusters Score -163972.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -162504.578125 Penalty: 2356.225830
	Iteration 0F: 3 clusters Score -162504.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -163266.265625 Penalty: 2356.225830
	Iteration 1F: 3 clusters Score -163266.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -163681.906250 Penalty: 2356.225830
	Iteration 2F: 3 clusters Score -163681.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -163966.937500 Penalty: 2356.225830
	Iteration 3F: 3 clusters Score -163966.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -164275.265625 Penalty: 2356.225830
	Iteration 4F: 3 clusters Score -164275.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -164641.078125 Penalty: 2356.225830
	Iteration 5Q: 3 clusters Score -164641.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -165105.281250 Penalty: 2356.225830
	Iteration 6Q: 3 clusters Score -165105.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -165176.812500 Penalty: 2356.225830
	Iteration 7Q: 3 clusters Score -165176.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -165197.000000 Penalty: 2356.225830
	Iteration 8Q: 3 clusters Score -165197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -165201.593750 Penalty: 2356.225830
	Iteration 9Q: 3 clusters Score -165201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -165203.140625 Penalty: 2356.225830
	Iteration 10Q: 3 clusters Score -165203.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -165204.015625 Penalty: 2356.225830
	Iteration 11Q: 3 clusters Score -165204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -165204.015625 Penalty: 2356.225830
	Iteration 12F: 3 clusters Score -165204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 5615 members 
Mstep: Class 5 contains 929 members 
Mstep: Class 6 contains 22994 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 100215 members 
Mstep: Class 9 contains 83308 members 
Mstep: Class 10 contains 44944 members 
Mstep: Class 11 contains 16373 members 
Mstep: Class 12 contains 130193 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 15 contains 89732 members 
Mstep: Class 16 contains 23910 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 12529 members 
Mstep: Class 19 contains 122066 members 
Mstep: Class 20 contains 66019 members 
Mstep: Class 21 contains 174 members 
Entering Unmasked Estep 
Score: -108846920.000000 Penalty: 46728.050781
Splitting cluster 3 changes total score from -108840664.000000 to -108846920.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (5615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Entering Unmasked Estep 
Score: -624882.312500 Penalty: 1402.894531
	Iteration 0F: 2 clusters Score -624882.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -620547.500000 Penalty: 2805.789062
	Iteration 0F: 3 clusters Score -620547.5 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -622137.875000 Penalty: 2805.789062
	Iteration 1F: 3 clusters Score -622137.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -622674.125000 Penalty: 2805.789062
	Iteration 2F: 3 clusters Score -622674.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -623131.125000 Penalty: 2805.789062
	Iteration 3F: 3 clusters Score -623131.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -623493.812500 Penalty: 2805.789062
	Iteration 4F: 3 clusters Score -623493.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -623734.125000 Penalty: 2805.789062
	Iteration 5F: 3 clusters Score -623734.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -623912.187500 Penalty: 2805.789062
	Iteration 6Q: 3 clusters Score -623912.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -624045.125000 Penalty: 2805.789062
	Iteration 7Q: 3 clusters Score -624045.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -624155.250000 Penalty: 2805.789062
	Iteration 8Q: 3 clusters Score -624155.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -624252.625000 Penalty: 2805.789062
	Iteration 9Q: 3 clusters Score -624252.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -624313.750000 Penalty: 2805.789062
	Iteration 10Q: 3 clusters Score -624313.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -624362.375000 Penalty: 2805.789062
	Iteration 11Q: 3 clusters Score -624362.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -624405.187500 Penalty: 2805.789062
	Iteration 12Q: 3 clusters Score -624405.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -624432.250000 Penalty: 2805.789062
	Iteration 13Q: 3 clusters Score -624432.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -624457.125000 Penalty: 2805.789062
	Iteration 14Q: 3 clusters Score -624457.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -624482.187500 Penalty: 2805.789062
	Iteration 15Q: 3 clusters Score -624482.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -624499.937500 Penalty: 2805.789062
	Iteration 16Q: 3 clusters Score -624499.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -624509.562500 Penalty: 2805.789062
	Iteration 17Q: 3 clusters Score -624509.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -624517.875000 Penalty: 2805.789062
	Iteration 18Q: 3 clusters Score -624517.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -624527.250000 Penalty: 2805.789062
	Iteration 19Q: 3 clusters Score -624527.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -624534.875000 Penalty: 2805.789062
	Iteration 20F: 3 clusters Score -624534.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -624540.250000 Penalty: 2805.789062
	Iteration 21Q: 3 clusters Score -624540.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -624541.312500 Penalty: 2805.789062
	Iteration 22Q: 3 clusters Score -624541.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -624547.625000 Penalty: 2805.789062
	Iteration 23Q: 3 clusters Score -624547.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -624552.562500 Penalty: 2805.789062
	Iteration 24Q: 3 clusters Score -624552.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -624556.125000 Penalty: 2805.789062
	Iteration 25Q: 3 clusters Score -624556.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -624561.250000 Penalty: 2805.789062
	Iteration 26Q: 3 clusters Score -624561.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -624564.562500 Penalty: 2805.789062
	Iteration 27Q: 3 clusters Score -624564.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -624570.937500 Penalty: 2805.789062
	Iteration 28Q: 3 clusters Score -624570.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -624577.000000 Penalty: 2805.789062
	Iteration 29Q: 3 clusters Score -624577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -624587.625000 Penalty: 2805.789062
	Iteration 30Q: 3 clusters Score -624587.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -624595.125000 Penalty: 2805.789062
	Iteration 31Q: 3 clusters Score -624595.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -624603.750000 Penalty: 2805.789062
	Iteration 32Q: 3 clusters Score -624603.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -624610.250000 Penalty: 2805.789062
	Iteration 33Q: 3 clusters Score -624610.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -624613.812500 Penalty: 2805.789062
	Iteration 34Q: 3 clusters Score -624613.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -624618.500000 Penalty: 2805.789062
	Iteration 35Q: 3 clusters Score -624618.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -624623.375000 Penalty: 2805.789062
	Iteration 36Q: 3 clusters Score -624623.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -624624.562500 Penalty: 2805.789062
	Iteration 37Q: 3 clusters Score -624624.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -624627.937500 Penalty: 2805.789062
	Iteration 38Q: 3 clusters Score -624627.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -624630.125000 Penalty: 2805.789062
	Iteration 39Q: 3 clusters Score -624630.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -624633.000000 Penalty: 2805.789062
	Iteration 40F: 3 clusters Score -624633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -624636.750000 Penalty: 2805.789062
	Iteration 41Q: 3 clusters Score -624636.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -624638.562500 Penalty: 2805.789062
	Iteration 42Q: 3 clusters Score -624638.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -624640.562500 Penalty: 2805.789062
	Iteration 43Q: 3 clusters Score -624640.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -624642.812500 Penalty: 2805.789062
	Iteration 44Q: 3 clusters Score -624642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -624642.937500 Penalty: 2805.789062
	Iteration 45Q: 3 clusters Score -624642.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -624642.875000 Penalty: 2805.789062
	Iteration 46Q: 3 clusters Score -624642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -624644.812500 Penalty: 2805.789062
	Iteration 47Q: 3 clusters Score -624644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -624643.812500 Penalty: 2805.789062
	Iteration 48Q: 3 clusters Score -624643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -624643.875000 Penalty: 2805.789062
	Iteration 49Q: 3 clusters Score -624643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -624646.125000 Penalty: 2805.789062
	Iteration 50Q: 3 clusters Score -624646.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -624645.437500 Penalty: 2805.789062
	Iteration 51Q: 3 clusters Score -624645.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -624645.437500 Penalty: 2805.789062
	Iteration 52F: 3 clusters Score -624645.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -99323.835938 Penalty: 1110.542725
	Iteration 0F: 2 clusters Score -99323.84 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 467 members 
Entering Unmasked Estep 
Score: -98089.054688 Penalty: 2221.085449
	Iteration 0F: 3 clusters Score -98089.05 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -98457.992188 Penalty: 2221.085449
	Iteration 1F: 3 clusters Score -98457.99 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -98645.320312 Penalty: 2221.085449
	Iteration 2F: 3 clusters Score -98645.32 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -98914.906250 Penalty: 2221.085449
	Iteration 3F: 3 clusters Score -98914.91 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99297.984375 Penalty: 2221.085449
	Iteration 4F: 3 clusters Score -99297.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -99573.296875 Penalty: 2221.085449
	Iteration 5F: 3 clusters Score -99573.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -99714.031250 Penalty: 2221.085449
	Iteration 6Q: 3 clusters Score -99714.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -99811.148438 Penalty: 2221.085449
	Iteration 7Q: 3 clusters Score -99811.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -99857.593750 Penalty: 2221.085449
	Iteration 8Q: 3 clusters Score -99857.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -99874.843750 Penalty: 2221.085449
	Iteration 9Q: 3 clusters Score -99874.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -99888.867188 Penalty: 2221.085449
	Iteration 10Q: 3 clusters Score -99888.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -99893.375000 Penalty: 2221.085449
	Iteration 11Q: 3 clusters Score -99893.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -99893.375000 Penalty: 2221.085449
	Iteration 12F: 3 clusters Score -99893.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 5615 members 
Mstep: Class 5 contains 221 members 
Mstep: Class 6 contains 22994 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 100215 members 
Mstep: Class 9 contains 83308 members 
Mstep: Class 10 contains 44944 members 
Mstep: Class 11 contains 16373 members 
Mstep: Class 12 contains 130193 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 15 contains 89732 members 
Mstep: Class 16 contains 23910 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 12529 members 
Mstep: Class 19 contains 122066 members 
Mstep: Class 20 contains 66019 members 
Mstep: Class 21 contains 174 members 
Mstep: Class 22 contains 708 members 
Entering Unmasked Estep 
Score: -108846456.000000 Penalty: 48953.195312
Splitting cluster 5 changes total score from -108840664.000000 to -108846456.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (22994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Entering Unmasked Estep 
Score: -2882900.750000 Penalty: 1631.985718
	Iteration 0F: 2 clusters Score -2882901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2867435.000000 Penalty: 3263.971436
	Iteration 0F: 3 clusters Score -2867435 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2873299.500000 Penalty: 3263.971436
	Iteration 1F: 3 clusters Score -2873300 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2874116.000000 Penalty: 3263.971436
	Iteration 2F: 3 clusters Score -2874116 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2874881.750000 Penalty: 3263.971436
	Iteration 3F: 3 clusters Score -2874882 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2875646.750000 Penalty: 3263.971436
	Iteration 4F: 3 clusters Score -2875647 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2876522.750000 Penalty: 3263.971436
	Iteration 5F: 3 clusters Score -2876523 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2877473.750000 Penalty: 3263.971436
	Iteration 6F: 3 clusters Score -2877474 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2878397.750000 Penalty: 3263.971436
	Iteration 7F: 3 clusters Score -2878398 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2879299.500000 Penalty: 3263.971436
	Iteration 8F: 3 clusters Score -2879300 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2880120.250000 Penalty: 3263.971436
	Iteration 9Q: 3 clusters Score -2880120 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2880881.250000 Penalty: 3263.971436
	Iteration 10Q: 3 clusters Score -2880881 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2881525.250000 Penalty: 3263.971436
	Iteration 11Q: 3 clusters Score -2881525 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2882030.500000 Penalty: 3263.971436
	Iteration 12Q: 3 clusters Score -2882030 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2882422.250000 Penalty: 3263.971436
	Iteration 13Q: 3 clusters Score -2882422 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2882849.000000 Penalty: 3263.971436
	Iteration 14Q: 3 clusters Score -2882849 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2883176.750000 Penalty: 3263.971436
	Iteration 15Q: 3 clusters Score -2883177 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2883351.250000 Penalty: 3263.971436
	Iteration 16Q: 3 clusters Score -2883351 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2883413.500000 Penalty: 3263.971436
	Iteration 17Q: 3 clusters Score -2883414 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2883447.250000 Penalty: 3263.971436
	Iteration 18Q: 3 clusters Score -2883447 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2883470.500000 Penalty: 3263.971436
	Iteration 19Q: 3 clusters Score -2883470 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2883489.500000 Penalty: 3263.971436
	Iteration 20F: 3 clusters Score -2883490 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2883496.500000 Penalty: 3263.971436
	Iteration 21Q: 3 clusters Score -2883496 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2883526.000000 Penalty: 3263.971436
	Iteration 22Q: 3 clusters Score -2883526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2883545.250000 Penalty: 3263.971436
	Iteration 23Q: 3 clusters Score -2883545 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2883561.500000 Penalty: 3263.971436
	Iteration 24Q: 3 clusters Score -2883562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2883566.750000 Penalty: 3263.971436
	Iteration 25Q: 3 clusters Score -2883567 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2883586.000000 Penalty: 3263.971436
	Iteration 26Q: 3 clusters Score -2883586 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2883602.750000 Penalty: 3263.971436
	Iteration 27Q: 3 clusters Score -2883603 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2883606.750000 Penalty: 3263.971436
	Iteration 28Q: 3 clusters Score -2883607 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2883634.250000 Penalty: 3263.971436
	Iteration 29Q: 3 clusters Score -2883634 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2883629.250000 Penalty: 3263.971436
	Iteration 30Q: 3 clusters Score -2883629 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2883641.000000 Penalty: 3263.971436
	Iteration 31Q: 3 clusters Score -2883641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2883654.500000 Penalty: 3263.971436
	Iteration 32Q: 3 clusters Score -2883654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2883664.000000 Penalty: 3263.971436
	Iteration 33Q: 3 clusters Score -2883664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2883672.250000 Penalty: 3263.971436
	Iteration 34Q: 3 clusters Score -2883672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2883683.250000 Penalty: 3263.971436
	Iteration 35Q: 3 clusters Score -2883683 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2883689.500000 Penalty: 3263.971436
	Iteration 36Q: 3 clusters Score -2883690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2883701.500000 Penalty: 3263.971436
	Iteration 37Q: 3 clusters Score -2883702 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2883722.750000 Penalty: 3263.971436
	Iteration 38Q: 3 clusters Score -2883723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2883728.750000 Penalty: 3263.971436
	Iteration 39Q: 3 clusters Score -2883729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2883734.500000 Penalty: 3263.971436
	Iteration 40F: 3 clusters Score -2883734 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2883742.250000 Penalty: 3263.971436
	Iteration 41Q: 3 clusters Score -2883742 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2883758.500000 Penalty: 3263.971436
	Iteration 42Q: 3 clusters Score -2883758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2883775.250000 Penalty: 3263.971436
	Iteration 43Q: 3 clusters Score -2883775 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2883796.750000 Penalty: 3263.971436
	Iteration 44Q: 3 clusters Score -2883797 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2883818.500000 Penalty: 3263.971436
	Iteration 45Q: 3 clusters Score -2883818 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2883845.250000 Penalty: 3263.971436
	Iteration 46Q: 3 clusters Score -2883845 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2883867.500000 Penalty: 3263.971436
	Iteration 47Q: 3 clusters Score -2883868 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2883910.500000 Penalty: 3263.971436
	Iteration 48Q: 3 clusters Score -2883910 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2883950.000000 Penalty: 3263.971436
	Iteration 49Q: 3 clusters Score -2883950 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2884002.250000 Penalty: 3263.971436
	Iteration 50Q: 3 clusters Score -2884002 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2884050.500000 Penalty: 3263.971436
	Iteration 51Q: 3 clusters Score -2884050 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2884087.000000 Penalty: 3263.971436
	Iteration 52Q: 3 clusters Score -2884087 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2884115.000000 Penalty: 3263.971436
	Iteration 53Q: 3 clusters Score -2884115 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2884134.750000 Penalty: 3263.971436
	Iteration 54Q: 3 clusters Score -2884135 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2884177.500000 Penalty: 3263.971436
	Iteration 55Q: 3 clusters Score -2884178 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2884189.000000 Penalty: 3263.971436
	Iteration 56Q: 3 clusters Score -2884189 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2884200.500000 Penalty: 3263.971436
	Iteration 57Q: 3 clusters Score -2884200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2884212.750000 Penalty: 3263.971436
	Iteration 58Q: 3 clusters Score -2884213 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2884227.500000 Penalty: 3263.971436
	Iteration 59Q: 3 clusters Score -2884228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2884244.250000 Penalty: 3263.971436
	Iteration 60F: 3 clusters Score -2884244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2884252.000000 Penalty: 3263.971436
	Iteration 61Q: 3 clusters Score -2884252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2884252.000000 Penalty: 3263.971436
	Iteration 62Q: 3 clusters Score -2884252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2884262.500000 Penalty: 3263.971436
	Iteration 63Q: 3 clusters Score -2884262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2884261.500000 Penalty: 3263.971436
	Iteration 64Q: 3 clusters Score -2884262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2884262.500000 Penalty: 3263.971436
	Iteration 65Q: 3 clusters Score -2884262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2884261.750000 Penalty: 3263.971436
	Iteration 66Q: 3 clusters Score -2884262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2884260.750000 Penalty: 3263.971436
	Iteration 67Q: 3 clusters Score -2884261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2884268.250000 Penalty: 3263.971436
	Iteration 68Q: 3 clusters Score -2884268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2884274.250000 Penalty: 3263.971436
	Iteration 69Q: 3 clusters Score -2884274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2884271.000000 Penalty: 3263.971436
	Iteration 70Q: 3 clusters Score -2884271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2884280.500000 Penalty: 3263.971436
	Iteration 71Q: 3 clusters Score -2884280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2884281.000000 Penalty: 3263.971436
	Iteration 72Q: 3 clusters Score -2884281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2884281.000000 Penalty: 3263.971436
	Iteration 73Q: 3 clusters Score -2884281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2884279.000000 Penalty: 3263.971436
	Iteration 74Q: 3 clusters Score -2884279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2884280.750000 Penalty: 3263.971436
	Iteration 75Q: 3 clusters Score -2884281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2884279.500000 Penalty: 3263.971436
	Iteration 76Q: 3 clusters Score -2884280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2884281.750000 Penalty: 3263.971436
	Iteration 77Q: 3 clusters Score -2884282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2884281.000000 Penalty: 3263.971436
	Iteration 78Q: 3 clusters Score -2884281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2884281.750000 Penalty: 3263.971436
	Iteration 79Q: 3 clusters Score -2884282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2884284.000000 Penalty: 3263.971436
	Iteration 80F: 3 clusters Score -2884284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2884279.250000 Penalty: 3263.971436
	Iteration 81Q: 3 clusters Score -2884279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2884281.000000 Penalty: 3263.971436
	Iteration 82Q: 3 clusters Score -2884281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2884281.000000 Penalty: 3263.971436
	Iteration 83F: 3 clusters Score -2884281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 5615 members 
Mstep: Class 5 contains 221 members 
Mstep: Class 6 contains 17087 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 100215 members 
Mstep: Class 9 contains 83308 members 
Mstep: Class 10 contains 44944 members 
Mstep: Class 11 contains 16373 members 
Mstep: Class 12 contains 130193 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 15 contains 89732 members 
Mstep: Class 16 contains 23910 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 12529 members 
Mstep: Class 19 contains 122066 members 
Mstep: Class 20 contains 66019 members 
Mstep: Class 21 contains 174 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 5907 members 
Entering Unmasked Estep 
Score: -108847440.000000 Penalty: 51178.343750
Splitting cluster 6 changes total score from -108840664.000000 to -108847440.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (13121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Entering Unmasked Estep 
Score: -1674886.375000 Penalty: 1540.819946
	Iteration 0F: 2 clusters Score -1674886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1665665.000000 Penalty: 3081.639893
	Iteration 0F: 3 clusters Score -1665665 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1668829.625000 Penalty: 3081.639893
	Iteration 1F: 3 clusters Score -1668830 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1669147.125000 Penalty: 3081.639893
	Iteration 2F: 3 clusters Score -1669147 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1669483.500000 Penalty: 3081.639893
	Iteration 3F: 3 clusters Score -1669484 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1669858.500000 Penalty: 3081.639893
	Iteration 4F: 3 clusters Score -1669858 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1670340.750000 Penalty: 3081.639893
	Iteration 5F: 3 clusters Score -1670341 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1670889.250000 Penalty: 3081.639893
	Iteration 6F: 3 clusters Score -1670889 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1671483.000000 Penalty: 3081.639893
	Iteration 7F: 3 clusters Score -1671483 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1672017.250000 Penalty: 3081.639893
	Iteration 8F: 3 clusters Score -1672017 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1672411.250000 Penalty: 3081.639893
	Iteration 9Q: 3 clusters Score -1672411 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1672667.875000 Penalty: 3081.639893
	Iteration 10Q: 3 clusters Score -1672668 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1672819.125000 Penalty: 3081.639893
	Iteration 11Q: 3 clusters Score -1672819 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1672940.875000 Penalty: 3081.639893
	Iteration 12Q: 3 clusters Score -1672941 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1673039.500000 Penalty: 3081.639893
	Iteration 13Q: 3 clusters Score -1673040 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1673118.375000 Penalty: 3081.639893
	Iteration 14Q: 3 clusters Score -1673118 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1673180.625000 Penalty: 3081.639893
	Iteration 15Q: 3 clusters Score -1673181 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1673252.250000 Penalty: 3081.639893
	Iteration 16Q: 3 clusters Score -1673252 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1673321.875000 Penalty: 3081.639893
	Iteration 17Q: 3 clusters Score -1673322 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1673384.875000 Penalty: 3081.639893
	Iteration 18Q: 3 clusters Score -1673385 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1673437.375000 Penalty: 3081.639893
	Iteration 19Q: 3 clusters Score -1673437 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1673475.000000 Penalty: 3081.639893
	Iteration 20F: 3 clusters Score -1673475 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1673498.625000 Penalty: 3081.639893
	Iteration 21Q: 3 clusters Score -1673499 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1673525.625000 Penalty: 3081.639893
	Iteration 22Q: 3 clusters Score -1673526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1673552.625000 Penalty: 3081.639893
	Iteration 23Q: 3 clusters Score -1673553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1673573.875000 Penalty: 3081.639893
	Iteration 24Q: 3 clusters Score -1673574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1673594.750000 Penalty: 3081.639893
	Iteration 25Q: 3 clusters Score -1673595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1673603.375000 Penalty: 3081.639893
	Iteration 26Q: 3 clusters Score -1673603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1673616.250000 Penalty: 3081.639893
	Iteration 27Q: 3 clusters Score -1673616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1673616.625000 Penalty: 3081.639893
	Iteration 28Q: 3 clusters Score -1673617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1673621.375000 Penalty: 3081.639893
	Iteration 29Q: 3 clusters Score -1673621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1673627.125000 Penalty: 3081.639893
	Iteration 30Q: 3 clusters Score -1673627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1673628.750000 Penalty: 3081.639893
	Iteration 31Q: 3 clusters Score -1673629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1673636.500000 Penalty: 3081.639893
	Iteration 32Q: 3 clusters Score -1673636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1673643.125000 Penalty: 3081.639893
	Iteration 33Q: 3 clusters Score -1673643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1673641.500000 Penalty: 3081.639893
	Iteration 34Q: 3 clusters Score -1673642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1673649.125000 Penalty: 3081.639893
	Iteration 35Q: 3 clusters Score -1673649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1673654.500000 Penalty: 3081.639893
	Iteration 36Q: 3 clusters Score -1673654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1673661.250000 Penalty: 3081.639893
	Iteration 37Q: 3 clusters Score -1673661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1673663.000000 Penalty: 3081.639893
	Iteration 38Q: 3 clusters Score -1673663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1673663.625000 Penalty: 3081.639893
	Iteration 39Q: 3 clusters Score -1673664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1673666.500000 Penalty: 3081.639893
	Iteration 40F: 3 clusters Score -1673666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1673674.000000 Penalty: 3081.639893
	Iteration 41Q: 3 clusters Score -1673674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1673676.500000 Penalty: 3081.639893
	Iteration 42Q: 3 clusters Score -1673676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1673680.250000 Penalty: 3081.639893
	Iteration 43Q: 3 clusters Score -1673680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1673682.875000 Penalty: 3081.639893
	Iteration 44Q: 3 clusters Score -1673683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1673689.125000 Penalty: 3081.639893
	Iteration 45Q: 3 clusters Score -1673689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1673692.750000 Penalty: 3081.639893
	Iteration 46Q: 3 clusters Score -1673693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1673699.000000 Penalty: 3081.639893
	Iteration 47Q: 3 clusters Score -1673699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1673699.250000 Penalty: 3081.639893
	Iteration 48Q: 3 clusters Score -1673699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1673697.750000 Penalty: 3081.639893
	Iteration 49Q: 3 clusters Score -1673698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1673697.500000 Penalty: 3081.639893
	Iteration 50Q: 3 clusters Score -1673698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1673696.750000 Penalty: 3081.639893
	Iteration 51Q: 3 clusters Score -1673697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1673702.250000 Penalty: 3081.639893
	Iteration 52Q: 3 clusters Score -1673702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1673704.125000 Penalty: 3081.639893
	Iteration 53Q: 3 clusters Score -1673704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1673702.750000 Penalty: 3081.639893
	Iteration 54Q: 3 clusters Score -1673703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1673702.750000 Penalty: 3081.639893
	Iteration 55F: 3 clusters Score -1673703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (100215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100215 members 
Entering Unmasked Estep 
Score: -12802048.000000 Penalty: 1871.199341
	Iteration 0F: 2 clusters Score -1.280205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -12736064.000000 Penalty: 3742.398682
	Iteration 0F: 3 clusters Score -1.273606e+07 nChanged 48323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -12764418.000000 Penalty: 3742.398682
	Iteration 1F: 3 clusters Score -1.276442e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -12765461.000000 Penalty: 3742.398682
	Iteration 2Q: 3 clusters Score -1.276546e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -12766917.000000 Penalty: 3742.398682
	Iteration 3Q: 3 clusters Score -1.276692e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -12768731.000000 Penalty: 3742.398682
	Iteration 4Q: 3 clusters Score -1.276873e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -12771049.000000 Penalty: 3742.398682
	Iteration 5F: 3 clusters Score -1.277105e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -12773478.000000 Penalty: 3742.398682
	Iteration 6F: 3 clusters Score -1.277348e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -12776031.000000 Penalty: 3742.398682
	Iteration 7F: 3 clusters Score -1.277603e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -12778452.000000 Penalty: 3742.398682
	Iteration 8Q: 3 clusters Score -1.277845e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -12780719.000000 Penalty: 3742.398682
	Iteration 9Q: 3 clusters Score -1.278072e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -12782858.000000 Penalty: 3742.398682
	Iteration 10Q: 3 clusters Score -1.278286e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -12785199.000000 Penalty: 3742.398682
	Iteration 11Q: 3 clusters Score -1.27852e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -12787181.000000 Penalty: 3742.398682
	Iteration 12Q: 3 clusters Score -1.278718e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -12788471.000000 Penalty: 3742.398682
	Iteration 13Q: 3 clusters Score -1.278847e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -12789133.000000 Penalty: 3742.398682
	Iteration 14Q: 3 clusters Score -1.278913e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -12789517.000000 Penalty: 3742.398682
	Iteration 15Q: 3 clusters Score -1.278952e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -12789778.000000 Penalty: 3742.398682
	Iteration 16Q: 3 clusters Score -1.278978e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -12790058.000000 Penalty: 3742.398682
	Iteration 17Q: 3 clusters Score -1.279006e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -12790364.000000 Penalty: 3742.398682
	Iteration 18Q: 3 clusters Score -1.279036e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -12790608.000000 Penalty: 3742.398682
	Iteration 19Q: 3 clusters Score -1.279061e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -12790766.000000 Penalty: 3742.398682
	Iteration 20F: 3 clusters Score -1.279077e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -12791022.000000 Penalty: 3742.398682
	Iteration 21Q: 3 clusters Score -1.279102e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -12791225.000000 Penalty: 3742.398682
	Iteration 22Q: 3 clusters Score -1.279122e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61296 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -12791405.000000 Penalty: 3742.398682
	Iteration 23Q: 3 clusters Score -1.27914e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -12791563.000000 Penalty: 3742.398682
	Iteration 24Q: 3 clusters Score -1.279156e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -12791696.000000 Penalty: 3742.398682
	Iteration 25Q: 3 clusters Score -1.27917e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -12791898.000000 Penalty: 3742.398682
	Iteration 26Q: 3 clusters Score -1.27919e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -12792039.000000 Penalty: 3742.398682
	Iteration 27Q: 3 clusters Score -1.279204e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -12792219.000000 Penalty: 3742.398682
	Iteration 28Q: 3 clusters Score -1.279222e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -12792387.000000 Penalty: 3742.398682
	Iteration 29Q: 3 clusters Score -1.279239e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66756 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -12792546.000000 Penalty: 3742.398682
	Iteration 30Q: 3 clusters Score -1.279255e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67576 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -12792658.000000 Penalty: 3742.398682
	Iteration 31Q: 3 clusters Score -1.279266e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -12792818.000000 Penalty: 3742.398682
	Iteration 32Q: 3 clusters Score -1.279282e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69198 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -12792899.000000 Penalty: 3742.398682
	Iteration 33Q: 3 clusters Score -1.27929e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69944 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -12793055.000000 Penalty: 3742.398682
	Iteration 34Q: 3 clusters Score -1.279306e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70688 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -12793213.000000 Penalty: 3742.398682
	Iteration 35Q: 3 clusters Score -1.279321e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -12793315.000000 Penalty: 3742.398682
	Iteration 36Q: 3 clusters Score -1.279332e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -12793457.000000 Penalty: 3742.398682
	Iteration 37Q: 3 clusters Score -1.279346e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -12793562.000000 Penalty: 3742.398682
	Iteration 38Q: 3 clusters Score -1.279356e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -12793634.000000 Penalty: 3742.398682
	Iteration 39Q: 3 clusters Score -1.279363e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74372 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -12793738.000000 Penalty: 3742.398682
	Iteration 40F: 3 clusters Score -1.279374e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -12793827.000000 Penalty: 3742.398682
	Iteration 41Q: 3 clusters Score -1.279383e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -12793945.000000 Penalty: 3742.398682
	Iteration 42Q: 3 clusters Score -1.279394e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -12794078.000000 Penalty: 3742.398682
	Iteration 43Q: 3 clusters Score -1.279408e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -12794169.000000 Penalty: 3742.398682
	Iteration 44Q: 3 clusters Score -1.279417e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -12794300.000000 Penalty: 3742.398682
	Iteration 45Q: 3 clusters Score -1.27943e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78626 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -12794402.000000 Penalty: 3742.398682
	Iteration 46Q: 3 clusters Score -1.27944e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -12794560.000000 Penalty: 3742.398682
	Iteration 47Q: 3 clusters Score -1.279456e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -12794627.000000 Penalty: 3742.398682
	Iteration 48Q: 3 clusters Score -1.279463e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -12794709.000000 Penalty: 3742.398682
	Iteration 49Q: 3 clusters Score -1.279471e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -12794837.000000 Penalty: 3742.398682
	Iteration 50Q: 3 clusters Score -1.279484e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -12794965.000000 Penalty: 3742.398682
	Iteration 51Q: 3 clusters Score -1.279496e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -12795107.000000 Penalty: 3742.398682
	Iteration 52Q: 3 clusters Score -1.279511e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83907 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -12795231.000000 Penalty: 3742.398682
	Iteration 53Q: 3 clusters Score -1.279523e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -12795360.000000 Penalty: 3742.398682
	Iteration 54Q: 3 clusters Score -1.279536e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -12795594.000000 Penalty: 3742.398682
	Iteration 55Q: 3 clusters Score -1.279559e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -12795790.000000 Penalty: 3742.398682
	Iteration 56Q: 3 clusters Score -1.279579e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -12796055.000000 Penalty: 3742.398682
	Iteration 57Q: 3 clusters Score -1.279606e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -12796307.000000 Penalty: 3742.398682
	Iteration 58Q: 3 clusters Score -1.279631e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89203 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -12796579.000000 Penalty: 3742.398682
	Iteration 59Q: 3 clusters Score -1.279658e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -12796811.000000 Penalty: 3742.398682
	Iteration 60F: 3 clusters Score -1.279681e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91013 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -12797093.000000 Penalty: 3742.398682
	Iteration 61Q: 3 clusters Score -1.279709e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91906 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -12797417.000000 Penalty: 3742.398682
	Iteration 62Q: 3 clusters Score -1.279742e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92821 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -12797772.000000 Penalty: 3742.398682
	Iteration 63Q: 3 clusters Score -1.279777e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93682 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -12798069.000000 Penalty: 3742.398682
	Iteration 64Q: 3 clusters Score -1.279807e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94435 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -12798319.000000 Penalty: 3742.398682
	Iteration 65Q: 3 clusters Score -1.279832e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -12798557.000000 Penalty: 3742.398682
	Iteration 66Q: 3 clusters Score -1.279856e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95816 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -12798817.000000 Penalty: 3742.398682
	Iteration 67Q: 3 clusters Score -1.279882e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96448 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -12799098.000000 Penalty: 3742.398682
	Iteration 68Q: 3 clusters Score -1.27991e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96976 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -12799386.000000 Penalty: 3742.398682
	Iteration 69Q: 3 clusters Score -1.279939e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97447 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -12799583.000000 Penalty: 3742.398682
	Iteration 70Q: 3 clusters Score -1.279958e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -12799772.000000 Penalty: 3742.398682
	Iteration 71Q: 3 clusters Score -1.279977e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98180 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -12799925.000000 Penalty: 3742.398682
	Iteration 72Q: 3 clusters Score -1.279992e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98441 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -12800016.000000 Penalty: 3742.398682
	Iteration 73Q: 3 clusters Score -1.280002e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98639 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -12800140.000000 Penalty: 3742.398682
	Iteration 74Q: 3 clusters Score -1.280014e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98793 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -12800191.000000 Penalty: 3742.398682
	Iteration 75Q: 3 clusters Score -1.280019e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98922 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -12800248.000000 Penalty: 3742.398682
	Iteration 76Q: 3 clusters Score -1.280025e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99015 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -12800272.000000 Penalty: 3742.398682
	Iteration 77Q: 3 clusters Score -1.280027e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99096 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -12800297.000000 Penalty: 3742.398682
	Iteration 78Q: 3 clusters Score -1.28003e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99166 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -12800369.000000 Penalty: 3742.398682
	Iteration 79Q: 3 clusters Score -1.280037e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99227 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -12800375.000000 Penalty: 3742.398682
	Iteration 80F: 3 clusters Score -1.280038e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99268 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -12800370.000000 Penalty: 3742.398682
	Iteration 81Q: 3 clusters Score -1.280037e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99307 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -12800400.000000 Penalty: 3742.398682
	Iteration 82Q: 3 clusters Score -1.28004e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -12800397.000000 Penalty: 3742.398682
	Iteration 83Q: 3 clusters Score -1.28004e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99367 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12800432.000000 Penalty: 3742.398682
	Iteration 84Q: 3 clusters Score -1.280043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99384 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12800430.000000 Penalty: 3742.398682
	Iteration 85Q: 3 clusters Score -1.280043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12800446.000000 Penalty: 3742.398682
	Iteration 86Q: 3 clusters Score -1.280045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99413 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12800441.000000 Penalty: 3742.398682
	Iteration 87Q: 3 clusters Score -1.280044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99416 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -12800440.000000 Penalty: 3742.398682
	Iteration 88Q: 3 clusters Score -1.280044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99419 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12800444.000000 Penalty: 3742.398682
	Iteration 89Q: 3 clusters Score -1.280044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99425 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12800447.000000 Penalty: 3742.398682
	Iteration 90Q: 3 clusters Score -1.280045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99433 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12800454.000000 Penalty: 3742.398682
	Iteration 91Q: 3 clusters Score -1.280045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99441 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -12800440.000000 Penalty: 3742.398682
	Iteration 92Q: 3 clusters Score -1.280044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -12800452.000000 Penalty: 3742.398682
	Iteration 93Q: 3 clusters Score -1.280045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99455 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -12800457.000000 Penalty: 3742.398682
	Iteration 94Q: 3 clusters Score -1.280046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99459 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -12800457.000000 Penalty: 3742.398682
	Iteration 95Q: 3 clusters Score -1.280046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99465 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -12800467.000000 Penalty: 3742.398682
	Iteration 96Q: 3 clusters Score -1.280047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99471 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -12800466.000000 Penalty: 3742.398682
	Iteration 97Q: 3 clusters Score -1.280047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99476 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -12800472.000000 Penalty: 3742.398682
	Iteration 98Q: 3 clusters Score -1.280047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99479 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -12800477.000000 Penalty: 3742.398682
	Iteration 99Q: 3 clusters Score -1.280048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99479 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -12800475.000000 Penalty: 3742.398682
	Iteration 100F: 3 clusters Score -1.280048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99481 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -12800477.000000 Penalty: 3742.398682
	Iteration 101Q: 3 clusters Score -1.280048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99482 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12800478.000000 Penalty: 3742.398682
	Iteration 102Q: 3 clusters Score -1.280048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99484 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -12800476.000000 Penalty: 3742.398682
	Iteration 103Q: 3 clusters Score -1.280048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99487 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -12800477.000000 Penalty: 3742.398682
	Iteration 104Q: 3 clusters Score -1.280048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99490 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -12800476.000000 Penalty: 3742.398682
	Iteration 105Q: 3 clusters Score -1.280048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99493 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -12800483.000000 Penalty: 3742.398682
	Iteration 106Q: 3 clusters Score -1.280048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99497 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -12800486.000000 Penalty: 3742.398682
	Iteration 107Q: 3 clusters Score -1.280049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99500 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -12800485.000000 Penalty: 3742.398682
	Iteration 108Q: 3 clusters Score -1.280048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99501 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -12800496.000000 Penalty: 3742.398682
	Iteration 109Q: 3 clusters Score -1.28005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99502 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -12800495.000000 Penalty: 3742.398682
	Iteration 110Q: 3 clusters Score -1.28005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99503 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12800495.000000 Penalty: 3742.398682
	Iteration 111Q: 3 clusters Score -1.28005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99506 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -12800494.000000 Penalty: 3742.398682
	Iteration 112Q: 3 clusters Score -1.280049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99506 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -12800494.000000 Penalty: 3742.398682
	Iteration 113F: 3 clusters Score -1.280049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Entering Unmasked Estep 
Score: -10575319.000000 Penalty: 1841.173706
	Iteration 0F: 2 clusters Score -1.057532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -10520242.000000 Penalty: 3682.347412
	Iteration 0F: 3 clusters Score -1.052024e+07 nChanged 39621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -10543335.000000 Penalty: 3682.347412
	Iteration 1F: 3 clusters Score -1.054334e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -10544668.000000 Penalty: 3682.347412
	Iteration 2Q: 3 clusters Score -1.054467e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -10546354.000000 Penalty: 3682.347412
	Iteration 3Q: 3 clusters Score -1.054635e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -10548981.000000 Penalty: 3682.347412
	Iteration 4F: 3 clusters Score -1.054898e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -10552331.000000 Penalty: 3682.347412
	Iteration 5F: 3 clusters Score -1.055233e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -10556697.000000 Penalty: 3682.347412
	Iteration 6F: 3 clusters Score -1.05567e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -10561337.000000 Penalty: 3682.347412
	Iteration 7F: 3 clusters Score -1.056134e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -10564607.000000 Penalty: 3682.347412
	Iteration 8F: 3 clusters Score -1.056461e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -10566313.000000 Penalty: 3682.347412
	Iteration 9Q: 3 clusters Score -1.056631e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -10567527.000000 Penalty: 3682.347412
	Iteration 10Q: 3 clusters Score -1.056753e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -10568596.000000 Penalty: 3682.347412
	Iteration 11Q: 3 clusters Score -1.05686e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -10569670.000000 Penalty: 3682.347412
	Iteration 12Q: 3 clusters Score -1.056967e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -10570801.000000 Penalty: 3682.347412
	Iteration 13Q: 3 clusters Score -1.05708e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -10571792.000000 Penalty: 3682.347412
	Iteration 14Q: 3 clusters Score -1.057179e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -10572675.000000 Penalty: 3682.347412
	Iteration 15Q: 3 clusters Score -1.057268e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -10573332.000000 Penalty: 3682.347412
	Iteration 16Q: 3 clusters Score -1.057333e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -10573757.000000 Penalty: 3682.347412
	Iteration 17Q: 3 clusters Score -1.057376e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -10574042.000000 Penalty: 3682.347412
	Iteration 18Q: 3 clusters Score -1.057404e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -10574245.000000 Penalty: 3682.347412
	Iteration 19Q: 3 clusters Score -1.057424e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -10574356.000000 Penalty: 3682.347412
	Iteration 20F: 3 clusters Score -1.057436e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -10574456.000000 Penalty: 3682.347412
	Iteration 21Q: 3 clusters Score -1.057446e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -10574493.000000 Penalty: 3682.347412
	Iteration 22Q: 3 clusters Score -1.057449e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -10574523.000000 Penalty: 3682.347412
	Iteration 23Q: 3 clusters Score -1.057452e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -10574579.000000 Penalty: 3682.347412
	Iteration 24Q: 3 clusters Score -1.057458e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -10574630.000000 Penalty: 3682.347412
	Iteration 25Q: 3 clusters Score -1.057463e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -10574659.000000 Penalty: 3682.347412
	Iteration 26Q: 3 clusters Score -1.057466e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -10574684.000000 Penalty: 3682.347412
	Iteration 27Q: 3 clusters Score -1.057468e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -10574693.000000 Penalty: 3682.347412
	Iteration 28Q: 3 clusters Score -1.057469e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -10574658.000000 Penalty: 3682.347412
	Iteration 29Q: 3 clusters Score -1.057466e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -10574650.000000 Penalty: 3682.347412
	Iteration 30Q: 3 clusters Score -1.057465e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -10574670.000000 Penalty: 3682.347412
	Iteration 31Q: 3 clusters Score -1.057467e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -10574688.000000 Penalty: 3682.347412
	Iteration 32Q: 3 clusters Score -1.057469e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -10574680.000000 Penalty: 3682.347412
	Iteration 33Q: 3 clusters Score -1.057468e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -10574671.000000 Penalty: 3682.347412
	Iteration 34Q: 3 clusters Score -1.057467e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -10574690.000000 Penalty: 3682.347412
	Iteration 35Q: 3 clusters Score -1.057469e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -10574681.000000 Penalty: 3682.347412
	Iteration 36Q: 3 clusters Score -1.057468e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -10574714.000000 Penalty: 3682.347412
	Iteration 37Q: 3 clusters Score -1.057471e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -10574691.000000 Penalty: 3682.347412
	Iteration 38Q: 3 clusters Score -1.057469e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -10574681.000000 Penalty: 3682.347412
	Iteration 39Q: 3 clusters Score -1.057468e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -10574669.000000 Penalty: 3682.347412
	Iteration 40F: 3 clusters Score -1.057467e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -10574670.000000 Penalty: 3682.347412
	Iteration 41Q: 3 clusters Score -1.057467e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -10574658.000000 Penalty: 3682.347412
	Iteration 42Q: 3 clusters Score -1.057466e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -10574672.000000 Penalty: 3682.347412
	Iteration 43Q: 3 clusters Score -1.057467e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -10574683.000000 Penalty: 3682.347412
	Iteration 44Q: 3 clusters Score -1.057468e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -10574701.000000 Penalty: 3682.347412
	Iteration 45Q: 3 clusters Score -1.05747e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -10574684.000000 Penalty: 3682.347412
	Iteration 46Q: 3 clusters Score -1.057468e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -10574681.000000 Penalty: 3682.347412
	Iteration 47Q: 3 clusters Score -1.057468e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -10574699.000000 Penalty: 3682.347412
	Iteration 48Q: 3 clusters Score -1.05747e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -10574684.000000 Penalty: 3682.347412
	Iteration 49Q: 3 clusters Score -1.057468e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -10574681.000000 Penalty: 3682.347412
	Iteration 50Q: 3 clusters Score -1.057468e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -10574697.000000 Penalty: 3682.347412
	Iteration 51Q: 3 clusters Score -1.05747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -10574701.000000 Penalty: 3682.347412
	Iteration 52Q: 3 clusters Score -1.05747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -10574690.000000 Penalty: 3682.347412
	Iteration 53Q: 3 clusters Score -1.057469e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -10574701.000000 Penalty: 3682.347412
	Iteration 54Q: 3 clusters Score -1.05747e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -10574714.000000 Penalty: 3682.347412
	Iteration 55Q: 3 clusters Score -1.057471e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -10574703.000000 Penalty: 3682.347412
	Iteration 56Q: 3 clusters Score -1.05747e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -10574709.000000 Penalty: 3682.347412
	Iteration 57Q: 3 clusters Score -1.057471e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -10574712.000000 Penalty: 3682.347412
	Iteration 58Q: 3 clusters Score -1.057471e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -10574717.000000 Penalty: 3682.347412
	Iteration 59Q: 3 clusters Score -1.057472e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -10574712.000000 Penalty: 3682.347412
	Iteration 60F: 3 clusters Score -1.057471e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -10574724.000000 Penalty: 3682.347412
	Iteration 61Q: 3 clusters Score -1.057472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -10574731.000000 Penalty: 3682.347412
	Iteration 62Q: 3 clusters Score -1.057473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -10574722.000000 Penalty: 3682.347412
	Iteration 63Q: 3 clusters Score -1.057472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -10574723.000000 Penalty: 3682.347412
	Iteration 64Q: 3 clusters Score -1.057472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -10574718.000000 Penalty: 3682.347412
	Iteration 65Q: 3 clusters Score -1.057472e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -10574730.000000 Penalty: 3682.347412
	Iteration 66Q: 3 clusters Score -1.057473e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -10574718.000000 Penalty: 3682.347412
	Iteration 67Q: 3 clusters Score -1.057472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -10574720.000000 Penalty: 3682.347412
	Iteration 68Q: 3 clusters Score -1.057472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -10574730.000000 Penalty: 3682.347412
	Iteration 69Q: 3 clusters Score -1.057473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -10574727.000000 Penalty: 3682.347412
	Iteration 70Q: 3 clusters Score -1.057473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -10574733.000000 Penalty: 3682.347412
	Iteration 71Q: 3 clusters Score -1.057473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -10574740.000000 Penalty: 3682.347412
	Iteration 72Q: 3 clusters Score -1.057474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -10574740.000000 Penalty: 3682.347412
	Iteration 73Q: 3 clusters Score -1.057474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -10574746.000000 Penalty: 3682.347412
	Iteration 74Q: 3 clusters Score -1.057475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -10574749.000000 Penalty: 3682.347412
	Iteration 75Q: 3 clusters Score -1.057475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -10574751.000000 Penalty: 3682.347412
	Iteration 76Q: 3 clusters Score -1.057475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -10574758.000000 Penalty: 3682.347412
	Iteration 77Q: 3 clusters Score -1.057476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -10574755.000000 Penalty: 3682.347412
	Iteration 78Q: 3 clusters Score -1.057476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -10574752.000000 Penalty: 3682.347412
	Iteration 79Q: 3 clusters Score -1.057475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -10574756.000000 Penalty: 3682.347412
	Iteration 80F: 3 clusters Score -1.057476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -10574755.000000 Penalty: 3682.347412
	Iteration 81Q: 3 clusters Score -1.057476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -10574757.000000 Penalty: 3682.347412
	Iteration 82Q: 3 clusters Score -1.057476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -10574763.000000 Penalty: 3682.347412
	Iteration 83Q: 3 clusters Score -1.057476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -10574758.000000 Penalty: 3682.347412
	Iteration 84Q: 3 clusters Score -1.057476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -10574775.000000 Penalty: 3682.347412
	Iteration 85Q: 3 clusters Score -1.057478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -10574770.000000 Penalty: 3682.347412
	Iteration 86Q: 3 clusters Score -1.057477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -10574766.000000 Penalty: 3682.347412
	Iteration 87Q: 3 clusters Score -1.057477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -10574766.000000 Penalty: 3682.347412
	Iteration 88F: 3 clusters Score -1.057477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Entering Unmasked Estep 
Score: -5305380.500000 Penalty: 1740.890625
	Iteration 0F: 2 clusters Score -5305380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -5275277.000000 Penalty: 3481.781250
	Iteration 0F: 3 clusters Score -5275277 nChanged 21055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -5287981.000000 Penalty: 3481.781250
	Iteration 1F: 3 clusters Score -5287981 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -5289402.000000 Penalty: 3481.781250
	Iteration 2F: 3 clusters Score -5289402 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -5290982.000000 Penalty: 3481.781250
	Iteration 3F: 3 clusters Score -5290982 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -5292758.000000 Penalty: 3481.781250
	Iteration 4F: 3 clusters Score -5292758 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -5294614.500000 Penalty: 3481.781250
	Iteration 5F: 3 clusters Score -5294614 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -5296366.500000 Penalty: 3481.781250
	Iteration 6F: 3 clusters Score -5296366 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -5297930.000000 Penalty: 3481.781250
	Iteration 7F: 3 clusters Score -5297930 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -5299371.500000 Penalty: 3481.781250
	Iteration 8Q: 3 clusters Score -5299372 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -5300448.500000 Penalty: 3481.781250
	Iteration 9Q: 3 clusters Score -5300448 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -5301297.500000 Penalty: 3481.781250
	Iteration 10Q: 3 clusters Score -5301298 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -5302081.000000 Penalty: 3481.781250
	Iteration 11Q: 3 clusters Score -5302081 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -5302709.000000 Penalty: 3481.781250
	Iteration 12Q: 3 clusters Score -5302709 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -5303248.500000 Penalty: 3481.781250
	Iteration 13Q: 3 clusters Score -5303248 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5303696.500000 Penalty: 3481.781250
	Iteration 14Q: 3 clusters Score -5303696 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5304014.000000 Penalty: 3481.781250
	Iteration 15Q: 3 clusters Score -5304014 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5304246.500000 Penalty: 3481.781250
	Iteration 16Q: 3 clusters Score -5304246 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5304395.000000 Penalty: 3481.781250
	Iteration 17Q: 3 clusters Score -5304395 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5304495.000000 Penalty: 3481.781250
	Iteration 18Q: 3 clusters Score -5304495 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5304575.000000 Penalty: 3481.781250
	Iteration 19Q: 3 clusters Score -5304575 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5304622.500000 Penalty: 3481.781250
	Iteration 20F: 3 clusters Score -5304622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5304640.000000 Penalty: 3481.781250
	Iteration 21Q: 3 clusters Score -5304640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5304657.000000 Penalty: 3481.781250
	Iteration 22Q: 3 clusters Score -5304657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5304677.000000 Penalty: 3481.781250
	Iteration 23Q: 3 clusters Score -5304677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5304683.500000 Penalty: 3481.781250
	Iteration 24Q: 3 clusters Score -5304684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5304702.500000 Penalty: 3481.781250
	Iteration 25Q: 3 clusters Score -5304702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5304706.500000 Penalty: 3481.781250
	Iteration 26Q: 3 clusters Score -5304706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5304711.500000 Penalty: 3481.781250
	Iteration 27Q: 3 clusters Score -5304712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5304730.000000 Penalty: 3481.781250
	Iteration 28Q: 3 clusters Score -5304730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5304724.000000 Penalty: 3481.781250
	Iteration 29Q: 3 clusters Score -5304724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5304733.500000 Penalty: 3481.781250
	Iteration 30Q: 3 clusters Score -5304734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5304739.500000 Penalty: 3481.781250
	Iteration 31Q: 3 clusters Score -5304740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5304733.500000 Penalty: 3481.781250
	Iteration 32Q: 3 clusters Score -5304734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5304736.000000 Penalty: 3481.781250
	Iteration 33Q: 3 clusters Score -5304736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5304738.000000 Penalty: 3481.781250
	Iteration 34Q: 3 clusters Score -5304738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5304738.500000 Penalty: 3481.781250
	Iteration 35Q: 3 clusters Score -5304738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5304743.000000 Penalty: 3481.781250
	Iteration 36Q: 3 clusters Score -5304743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5304744.500000 Penalty: 3481.781250
	Iteration 37Q: 3 clusters Score -5304744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5304748.000000 Penalty: 3481.781250
	Iteration 38Q: 3 clusters Score -5304748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5304747.500000 Penalty: 3481.781250
	Iteration 39Q: 3 clusters Score -5304748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5304746.000000 Penalty: 3481.781250
	Iteration 40F: 3 clusters Score -5304746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Entering Unmasked Estep 
Score: -1974279.250000 Penalty: 1576.800781
	Iteration 0F: 2 clusters Score -1974279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1963019.500000 Penalty: 3153.601562
	Iteration 0F: 3 clusters Score -1963020 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1966942.000000 Penalty: 3153.601562
	Iteration 1F: 3 clusters Score -1966942 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1967416.375000 Penalty: 3153.601562
	Iteration 2F: 3 clusters Score -1967416 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1968020.500000 Penalty: 3153.601562
	Iteration 3F: 3 clusters Score -1968020 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1968854.625000 Penalty: 3153.601562
	Iteration 4F: 3 clusters Score -1968855 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1969820.125000 Penalty: 3153.601562
	Iteration 5F: 3 clusters Score -1969820 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1970698.500000 Penalty: 3153.601562
	Iteration 6F: 3 clusters Score -1970698 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1971469.750000 Penalty: 3153.601562
	Iteration 7F: 3 clusters Score -1971470 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1972198.375000 Penalty: 3153.601562
	Iteration 8F: 3 clusters Score -1972198 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1973151.250000 Penalty: 3153.601562
	Iteration 9F: 3 clusters Score -1973151 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1974067.750000 Penalty: 3153.601562
	Iteration 10Q: 3 clusters Score -1974068 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1974669.125000 Penalty: 3153.601562
	Iteration 11Q: 3 clusters Score -1974669 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1974993.750000 Penalty: 3153.601562
	Iteration 12Q: 3 clusters Score -1974994 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1975145.250000 Penalty: 3153.601562
	Iteration 13Q: 3 clusters Score -1975145 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1975233.125000 Penalty: 3153.601562
	Iteration 14Q: 3 clusters Score -1975233 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1975274.875000 Penalty: 3153.601562
	Iteration 15Q: 3 clusters Score -1975275 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1975296.875000 Penalty: 3153.601562
	Iteration 16Q: 3 clusters Score -1975297 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1975312.875000 Penalty: 3153.601562
	Iteration 17Q: 3 clusters Score -1975313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1975323.625000 Penalty: 3153.601562
	Iteration 18Q: 3 clusters Score -1975324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1975328.750000 Penalty: 3153.601562
	Iteration 19Q: 3 clusters Score -1975329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1975330.625000 Penalty: 3153.601562
	Iteration 20F: 3 clusters Score -1975331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1975330.875000 Penalty: 3153.601562
	Iteration 21Q: 3 clusters Score -1975331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1975329.750000 Penalty: 3153.601562
	Iteration 22Q: 3 clusters Score -1975330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1975329.500000 Penalty: 3153.601562
	Iteration 23Q: 3 clusters Score -1975330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1975333.750000 Penalty: 3153.601562
	Iteration 24Q: 3 clusters Score -1975334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1975333.750000 Penalty: 3153.601562
	Iteration 25F: 3 clusters Score -1975334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 5615 members 
Mstep: Class 5 contains 221 members 
Mstep: Class 6 contains 17087 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 100215 members 
Mstep: Class 9 contains 83308 members 
Mstep: Class 10 contains 44944 members 
Mstep: Class 11 contains 3507 members 
Mstep: Class 12 contains 130193 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 15 contains 89732 members 
Mstep: Class 16 contains 23910 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 12529 members 
Mstep: Class 19 contains 122066 members 
Mstep: Class 20 contains 66019 members 
Mstep: Class 21 contains 174 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 5907 members 
Mstep: Class 24 contains 12866 members 
Entering Unmasked Estep 
Score: -108847568.000000 Penalty: 53403.488281
Splitting cluster 11 changes total score from -108840664.000000 to -108847568.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (130193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130193 members 
Entering Unmasked Estep 
Score: -16401581.000000 Penalty: 1913.725708
	Iteration 0F: 2 clusters Score -1.640158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64994 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -16316168.000000 Penalty: 3827.451416
	Iteration 0F: 3 clusters Score -1.631617e+07 nChanged 62588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -16352849.000000 Penalty: 3827.451416
	Iteration 1F: 3 clusters Score -1.635285e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -16354135.000000 Penalty: 3827.451416
	Iteration 2Q: 3 clusters Score -1.635414e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -16356073.000000 Penalty: 3827.451416
	Iteration 3Q: 3 clusters Score -1.635607e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -16359430.000000 Penalty: 3827.451416
	Iteration 4F: 3 clusters Score -1.635943e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 85226 members 
Entering Unmasked Estep 
Score: -16364556.000000 Penalty: 3827.451416
	Iteration 5F: 3 clusters Score -1.636456e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -16371108.000000 Penalty: 3827.451416
	Iteration 6F: 3 clusters Score -1.637111e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 101228 members 
Entering Unmasked Estep 
Score: -16377880.000000 Penalty: 3827.451416
	Iteration 7F: 3 clusters Score -1.637788e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 108376 members 
Entering Unmasked Estep 
Score: -16384294.000000 Penalty: 3827.451416
	Iteration 8F: 3 clusters Score -1.638429e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -16391138.000000 Penalty: 3827.451416
	Iteration 9Q: 3 clusters Score -1.639114e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 118321 members 
Entering Unmasked Estep 
Score: -16396450.000000 Penalty: 3827.451416
	Iteration 10Q: 3 clusters Score -1.639645e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 120559 members 
Entering Unmasked Estep 
Score: -16399243.000000 Penalty: 3827.451416
	Iteration 11Q: 3 clusters Score -1.639924e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 121693 members 
Entering Unmasked Estep 
Score: -16400434.000000 Penalty: 3827.451416
	Iteration 12Q: 3 clusters Score -1.640043e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 122458 members 
Entering Unmasked Estep 
Score: -16400969.000000 Penalty: 3827.451416
	Iteration 13Q: 3 clusters Score -1.640097e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 123061 members 
Entering Unmasked Estep 
Score: -16401378.000000 Penalty: 3827.451416
	Iteration 14Q: 3 clusters Score -1.640138e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 123488 members 
Entering Unmasked Estep 
Score: -16401659.000000 Penalty: 3827.451416
	Iteration 15Q: 3 clusters Score -1.640166e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 123826 members 
Entering Unmasked Estep 
Score: -16401867.000000 Penalty: 3827.451416
	Iteration 16Q: 3 clusters Score -1.640187e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 124094 members 
Entering Unmasked Estep 
Score: -16402037.000000 Penalty: 3827.451416
	Iteration 17Q: 3 clusters Score -1.640204e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 124294 members 
Entering Unmasked Estep 
Score: -16402133.000000 Penalty: 3827.451416
	Iteration 18Q: 3 clusters Score -1.640213e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 124395 members 
Entering Unmasked Estep 
Score: -16402194.000000 Penalty: 3827.451416
	Iteration 19Q: 3 clusters Score -1.640219e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 124469 members 
Entering Unmasked Estep 
Score: -16402300.000000 Penalty: 3827.451416
	Iteration 20F: 3 clusters Score -1.64023e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 124534 members 
Entering Unmasked Estep 
Score: -16402338.000000 Penalty: 3827.451416
	Iteration 21Q: 3 clusters Score -1.640234e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 124558 members 
Entering Unmasked Estep 
Score: -16402433.000000 Penalty: 3827.451416
	Iteration 22Q: 3 clusters Score -1.640243e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 124583 members 
Entering Unmasked Estep 
Score: -16402487.000000 Penalty: 3827.451416
	Iteration 23Q: 3 clusters Score -1.640249e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 124565 members 
Entering Unmasked Estep 
Score: -16402536.000000 Penalty: 3827.451416
	Iteration 24Q: 3 clusters Score -1.640254e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 124495 members 
Entering Unmasked Estep 
Score: -16402593.000000 Penalty: 3827.451416
	Iteration 25Q: 3 clusters Score -1.640259e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 124410 members 
Entering Unmasked Estep 
Score: -16402703.000000 Penalty: 3827.451416
	Iteration 26Q: 3 clusters Score -1.64027e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 124295 members 
Entering Unmasked Estep 
Score: -16402770.000000 Penalty: 3827.451416
	Iteration 27Q: 3 clusters Score -1.640277e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 124141 members 
Entering Unmasked Estep 
Score: -16402871.000000 Penalty: 3827.451416
	Iteration 28Q: 3 clusters Score -1.640287e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 123960 members 
Entering Unmasked Estep 
Score: -16402969.000000 Penalty: 3827.451416
	Iteration 29Q: 3 clusters Score -1.640297e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 123736 members 
Entering Unmasked Estep 
Score: -16403042.000000 Penalty: 3827.451416
	Iteration 30Q: 3 clusters Score -1.640304e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 123453 members 
Entering Unmasked Estep 
Score: -16403188.000000 Penalty: 3827.451416
	Iteration 31Q: 3 clusters Score -1.640319e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 123157 members 
Entering Unmasked Estep 
Score: -16403328.000000 Penalty: 3827.451416
	Iteration 32Q: 3 clusters Score -1.640333e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 122867 members 
Entering Unmasked Estep 
Score: -16403462.000000 Penalty: 3827.451416
	Iteration 33Q: 3 clusters Score -1.640346e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 122524 members 
Entering Unmasked Estep 
Score: -16403611.000000 Penalty: 3827.451416
	Iteration 34Q: 3 clusters Score -1.640361e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 122183 members 
Entering Unmasked Estep 
Score: -16403760.000000 Penalty: 3827.451416
	Iteration 35Q: 3 clusters Score -1.640376e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 121881 members 
Entering Unmasked Estep 
Score: -16403832.000000 Penalty: 3827.451416
	Iteration 36Q: 3 clusters Score -1.640383e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 121578 members 
Entering Unmasked Estep 
Score: -16403901.000000 Penalty: 3827.451416
	Iteration 37Q: 3 clusters Score -1.64039e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 121305 members 
Entering Unmasked Estep 
Score: -16404019.000000 Penalty: 3827.451416
	Iteration 38Q: 3 clusters Score -1.640402e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 121055 members 
Entering Unmasked Estep 
Score: -16404117.000000 Penalty: 3827.451416
	Iteration 39Q: 3 clusters Score -1.640412e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 120793 members 
Entering Unmasked Estep 
Score: -16404540.000000 Penalty: 3827.451416
	Iteration 40F: 3 clusters Score -1.640454e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 120189 members 
Entering Unmasked Estep 
Score: -16404906.000000 Penalty: 3827.451416
	Iteration 41Q: 3 clusters Score -1.640491e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 119526 members 
Entering Unmasked Estep 
Score: -16405298.000000 Penalty: 3827.451416
	Iteration 42Q: 3 clusters Score -1.64053e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 118771 members 
Entering Unmasked Estep 
Score: -16405696.000000 Penalty: 3827.451416
	Iteration 43Q: 3 clusters Score -1.64057e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 118064 members 
Entering Unmasked Estep 
Score: -16405969.000000 Penalty: 3827.451416
	Iteration 44Q: 3 clusters Score -1.640597e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 117362 members 
Entering Unmasked Estep 
Score: -16406167.000000 Penalty: 3827.451416
	Iteration 45Q: 3 clusters Score -1.640617e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 116705 members 
Entering Unmasked Estep 
Score: -16406371.000000 Penalty: 3827.451416
	Iteration 46Q: 3 clusters Score -1.640637e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 116157 members 
Entering Unmasked Estep 
Score: -16406504.000000 Penalty: 3827.451416
	Iteration 47Q: 3 clusters Score -1.64065e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 115650 members 
Entering Unmasked Estep 
Score: -16406616.000000 Penalty: 3827.451416
	Iteration 48Q: 3 clusters Score -1.640662e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 115224 members 
Entering Unmasked Estep 
Score: -16406736.000000 Penalty: 3827.451416
	Iteration 49Q: 3 clusters Score -1.640674e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 114826 members 
Entering Unmasked Estep 
Score: -16406800.000000 Penalty: 3827.451416
	Iteration 50Q: 3 clusters Score -1.64068e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 114507 members 
Entering Unmasked Estep 
Score: -16406836.000000 Penalty: 3827.451416
	Iteration 51Q: 3 clusters Score -1.640684e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 114246 members 
Entering Unmasked Estep 
Score: -16406853.000000 Penalty: 3827.451416
	Iteration 52Q: 3 clusters Score -1.640685e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 113994 members 
Entering Unmasked Estep 
Score: -16406890.000000 Penalty: 3827.451416
	Iteration 53Q: 3 clusters Score -1.640689e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 113795 members 
Entering Unmasked Estep 
Score: -16406905.000000 Penalty: 3827.451416
	Iteration 54Q: 3 clusters Score -1.64069e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 113609 members 
Entering Unmasked Estep 
Score: -16406906.000000 Penalty: 3827.451416
	Iteration 55Q: 3 clusters Score -1.640691e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 113469 members 
Entering Unmasked Estep 
Score: -16406909.000000 Penalty: 3827.451416
	Iteration 56Q: 3 clusters Score -1.640691e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 113355 members 
Entering Unmasked Estep 
Score: -16406916.000000 Penalty: 3827.451416
	Iteration 57Q: 3 clusters Score -1.640692e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 113261 members 
Entering Unmasked Estep 
Score: -16406930.000000 Penalty: 3827.451416
	Iteration 58Q: 3 clusters Score -1.640693e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 113165 members 
Entering Unmasked Estep 
Score: -16406973.000000 Penalty: 3827.451416
	Iteration 59Q: 3 clusters Score -1.640697e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 113075 members 
Entering Unmasked Estep 
Score: -16406959.000000 Penalty: 3827.451416
	Iteration 60F: 3 clusters Score -1.640696e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 112976 members 
Entering Unmasked Estep 
Score: -16406956.000000 Penalty: 3827.451416
	Iteration 61Q: 3 clusters Score -1.640696e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 112885 members 
Entering Unmasked Estep 
Score: -16406974.000000 Penalty: 3827.451416
	Iteration 62Q: 3 clusters Score -1.640697e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 112813 members 
Entering Unmasked Estep 
Score: -16406985.000000 Penalty: 3827.451416
	Iteration 63Q: 3 clusters Score -1.640698e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 112739 members 
Entering Unmasked Estep 
Score: -16406972.000000 Penalty: 3827.451416
	Iteration 64Q: 3 clusters Score -1.640697e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 112675 members 
Entering Unmasked Estep 
Score: -16406975.000000 Penalty: 3827.451416
	Iteration 65Q: 3 clusters Score -1.640698e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 112618 members 
Entering Unmasked Estep 
Score: -16406940.000000 Penalty: 3827.451416
	Iteration 66Q: 3 clusters Score -1.640694e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 112585 members 
Entering Unmasked Estep 
Score: -16406914.000000 Penalty: 3827.451416
	Iteration 67Q: 3 clusters Score -1.640691e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 112557 members 
Entering Unmasked Estep 
Score: -16406933.000000 Penalty: 3827.451416
	Iteration 68Q: 3 clusters Score -1.640693e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 112532 members 
Entering Unmasked Estep 
Score: -16406928.000000 Penalty: 3827.451416
	Iteration 69Q: 3 clusters Score -1.640693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 112518 members 
Entering Unmasked Estep 
Score: -16406930.000000 Penalty: 3827.451416
	Iteration 70Q: 3 clusters Score -1.640693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 112508 members 
Entering Unmasked Estep 
Score: -16406927.000000 Penalty: 3827.451416
	Iteration 71Q: 3 clusters Score -1.640693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 112499 members 
Entering Unmasked Estep 
Score: -16406909.000000 Penalty: 3827.451416
	Iteration 72Q: 3 clusters Score -1.640691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 112492 members 
Entering Unmasked Estep 
Score: -16406918.000000 Penalty: 3827.451416
	Iteration 73Q: 3 clusters Score -1.640692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 112481 members 
Entering Unmasked Estep 
Score: -16406927.000000 Penalty: 3827.451416
	Iteration 74Q: 3 clusters Score -1.640693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 112474 members 
Entering Unmasked Estep 
Score: -16406921.000000 Penalty: 3827.451416
	Iteration 75Q: 3 clusters Score -1.640692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 112462 members 
Entering Unmasked Estep 
Score: -16406921.000000 Penalty: 3827.451416
	Iteration 76Q: 3 clusters Score -1.640692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 112443 members 
Entering Unmasked Estep 
Score: -16406936.000000 Penalty: 3827.451416
	Iteration 77Q: 3 clusters Score -1.640694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 112428 members 
Entering Unmasked Estep 
Score: -16406926.000000 Penalty: 3827.451416
	Iteration 78Q: 3 clusters Score -1.640693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 112412 members 
Entering Unmasked Estep 
Score: -16406917.000000 Penalty: 3827.451416
	Iteration 79Q: 3 clusters Score -1.640692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 112397 members 
Entering Unmasked Estep 
Score: -16406925.000000 Penalty: 3827.451416
	Iteration 80F: 3 clusters Score -1.640692e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 112375 members 
Entering Unmasked Estep 
Score: -16406897.000000 Penalty: 3827.451416
	Iteration 81Q: 3 clusters Score -1.64069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 112363 members 
Entering Unmasked Estep 
Score: -16406903.000000 Penalty: 3827.451416
	Iteration 82Q: 3 clusters Score -1.64069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 112346 members 
Entering Unmasked Estep 
Score: -16406919.000000 Penalty: 3827.451416
	Iteration 83Q: 3 clusters Score -1.640692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 112331 members 
Entering Unmasked Estep 
Score: -16406914.000000 Penalty: 3827.451416
	Iteration 84Q: 3 clusters Score -1.640691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 112320 members 
Entering Unmasked Estep 
Score: -16406922.000000 Penalty: 3827.451416
	Iteration 85Q: 3 clusters Score -1.640692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 112314 members 
Entering Unmasked Estep 
Score: -16406920.000000 Penalty: 3827.451416
	Iteration 86Q: 3 clusters Score -1.640692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 112310 members 
Entering Unmasked Estep 
Score: -16406917.000000 Penalty: 3827.451416
	Iteration 87Q: 3 clusters Score -1.640692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 112305 members 
Entering Unmasked Estep 
Score: -16406921.000000 Penalty: 3827.451416
	Iteration 88Q: 3 clusters Score -1.640692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 112304 members 
Entering Unmasked Estep 
Score: -16406915.000000 Penalty: 3827.451416
	Iteration 89Q: 3 clusters Score -1.640692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 112303 members 
Entering Unmasked Estep 
Score: -16406919.000000 Penalty: 3827.451416
	Iteration 90Q: 3 clusters Score -1.640692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 112301 members 
Entering Unmasked Estep 
Score: -16406919.000000 Penalty: 3827.451416
	Iteration 91Q: 3 clusters Score -1.640692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 112298 members 
Entering Unmasked Estep 
Score: -16406924.000000 Penalty: 3827.451416
	Iteration 92Q: 3 clusters Score -1.640692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 112296 members 
Entering Unmasked Estep 
Score: -16406929.000000 Penalty: 3827.451416
	Iteration 93Q: 3 clusters Score -1.640693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 112294 members 
Entering Unmasked Estep 
Score: -16406929.000000 Penalty: 3827.451416
	Iteration 94Q: 3 clusters Score -1.640693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 112292 members 
Entering Unmasked Estep 
Score: -16406921.000000 Penalty: 3827.451416
	Iteration 95Q: 3 clusters Score -1.640692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 112292 members 
Entering Unmasked Estep 
Score: -16406921.000000 Penalty: 3827.451416
	Iteration 96F: 3 clusters Score -1.640692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 5615 members 
Mstep: Class 5 contains 221 members 
Mstep: Class 6 contains 17087 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 100215 members 
Mstep: Class 9 contains 83308 members 
Mstep: Class 10 contains 44944 members 
Mstep: Class 11 contains 3507 members 
Mstep: Class 12 contains 17901 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 15 contains 89732 members 
Mstep: Class 16 contains 23910 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 12529 members 
Mstep: Class 19 contains 122066 members 
Mstep: Class 20 contains 66019 members 
Mstep: Class 21 contains 174 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 5907 members 
Mstep: Class 24 contains 12866 members 
Mstep: Class 25 contains 112292 members 
Entering Unmasked Estep 
Score: -108852736.000000 Penalty: 55628.632812
Splitting cluster 12 changes total score from -108840664.000000 to -108852736.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (22110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Entering Unmasked Estep 
Score: -2823404.250000 Penalty: 1625.615112
	Iteration 0F: 2 clusters Score -2823404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2808466.750000 Penalty: 3251.230225
	Iteration 0F: 3 clusters Score -2808467 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2814255.250000 Penalty: 3251.230225
	Iteration 1F: 3 clusters Score -2814255 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2814738.250000 Penalty: 3251.230225
	Iteration 2F: 3 clusters Score -2814738 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2815264.500000 Penalty: 3251.230225
	Iteration 3F: 3 clusters Score -2815264 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2815965.750000 Penalty: 3251.230225
	Iteration 4F: 3 clusters Score -2815966 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2816828.250000 Penalty: 3251.230225
	Iteration 5F: 3 clusters Score -2816828 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2817859.000000 Penalty: 3251.230225
	Iteration 6F: 3 clusters Score -2817859 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2818855.500000 Penalty: 3251.230225
	Iteration 7F: 3 clusters Score -2818856 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2819658.250000 Penalty: 3251.230225
	Iteration 8Q: 3 clusters Score -2819658 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2820233.250000 Penalty: 3251.230225
	Iteration 9Q: 3 clusters Score -2820233 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2820611.750000 Penalty: 3251.230225
	Iteration 10Q: 3 clusters Score -2820612 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2820819.500000 Penalty: 3251.230225
	Iteration 11Q: 3 clusters Score -2820820 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2820963.000000 Penalty: 3251.230225
	Iteration 12Q: 3 clusters Score -2820963 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2821070.250000 Penalty: 3251.230225
	Iteration 13Q: 3 clusters Score -2821070 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2821167.750000 Penalty: 3251.230225
	Iteration 14Q: 3 clusters Score -2821168 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2821243.250000 Penalty: 3251.230225
	Iteration 15Q: 3 clusters Score -2821243 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2821305.500000 Penalty: 3251.230225
	Iteration 16Q: 3 clusters Score -2821306 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2821357.750000 Penalty: 3251.230225
	Iteration 17Q: 3 clusters Score -2821358 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2821395.750000 Penalty: 3251.230225
	Iteration 18Q: 3 clusters Score -2821396 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2821439.500000 Penalty: 3251.230225
	Iteration 19Q: 3 clusters Score -2821440 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2821482.000000 Penalty: 3251.230225
	Iteration 20F: 3 clusters Score -2821482 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2821511.750000 Penalty: 3251.230225
	Iteration 21Q: 3 clusters Score -2821512 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2821548.750000 Penalty: 3251.230225
	Iteration 22Q: 3 clusters Score -2821549 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2821567.750000 Penalty: 3251.230225
	Iteration 23Q: 3 clusters Score -2821568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2821592.000000 Penalty: 3251.230225
	Iteration 24Q: 3 clusters Score -2821592 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2821618.750000 Penalty: 3251.230225
	Iteration 25Q: 3 clusters Score -2821619 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2821643.750000 Penalty: 3251.230225
	Iteration 26Q: 3 clusters Score -2821644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2821662.000000 Penalty: 3251.230225
	Iteration 27Q: 3 clusters Score -2821662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2821678.250000 Penalty: 3251.230225
	Iteration 28Q: 3 clusters Score -2821678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2821696.750000 Penalty: 3251.230225
	Iteration 29Q: 3 clusters Score -2821697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2821710.500000 Penalty: 3251.230225
	Iteration 30Q: 3 clusters Score -2821710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2821718.500000 Penalty: 3251.230225
	Iteration 31Q: 3 clusters Score -2821718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2821732.500000 Penalty: 3251.230225
	Iteration 32Q: 3 clusters Score -2821732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2821750.000000 Penalty: 3251.230225
	Iteration 33Q: 3 clusters Score -2821750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2821756.250000 Penalty: 3251.230225
	Iteration 34Q: 3 clusters Score -2821756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2821775.750000 Penalty: 3251.230225
	Iteration 35Q: 3 clusters Score -2821776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2821786.750000 Penalty: 3251.230225
	Iteration 36Q: 3 clusters Score -2821787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2821798.500000 Penalty: 3251.230225
	Iteration 37Q: 3 clusters Score -2821798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2821807.250000 Penalty: 3251.230225
	Iteration 38Q: 3 clusters Score -2821807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2821821.000000 Penalty: 3251.230225
	Iteration 39Q: 3 clusters Score -2821821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2821831.750000 Penalty: 3251.230225
	Iteration 40F: 3 clusters Score -2821832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2821837.750000 Penalty: 3251.230225
	Iteration 41Q: 3 clusters Score -2821838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2821841.500000 Penalty: 3251.230225
	Iteration 42Q: 3 clusters Score -2821842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2821853.750000 Penalty: 3251.230225
	Iteration 43Q: 3 clusters Score -2821854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2821863.750000 Penalty: 3251.230225
	Iteration 44Q: 3 clusters Score -2821864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2821876.750000 Penalty: 3251.230225
	Iteration 45Q: 3 clusters Score -2821877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2821887.500000 Penalty: 3251.230225
	Iteration 46Q: 3 clusters Score -2821888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2821893.750000 Penalty: 3251.230225
	Iteration 47Q: 3 clusters Score -2821894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2821908.000000 Penalty: 3251.230225
	Iteration 48Q: 3 clusters Score -2821908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2821921.000000 Penalty: 3251.230225
	Iteration 49Q: 3 clusters Score -2821921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2821929.000000 Penalty: 3251.230225
	Iteration 50Q: 3 clusters Score -2821929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2821938.500000 Penalty: 3251.230225
	Iteration 51Q: 3 clusters Score -2821938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2821941.250000 Penalty: 3251.230225
	Iteration 52Q: 3 clusters Score -2821941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2821948.500000 Penalty: 3251.230225
	Iteration 53Q: 3 clusters Score -2821948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2821946.000000 Penalty: 3251.230225
	Iteration 54Q: 3 clusters Score -2821946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2821947.250000 Penalty: 3251.230225
	Iteration 55Q: 3 clusters Score -2821947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2821947.000000 Penalty: 3251.230225
	Iteration 56Q: 3 clusters Score -2821947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2821948.250000 Penalty: 3251.230225
	Iteration 57Q: 3 clusters Score -2821948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2821950.250000 Penalty: 3251.230225
	Iteration 58Q: 3 clusters Score -2821950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2821958.250000 Penalty: 3251.230225
	Iteration 59Q: 3 clusters Score -2821958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2821963.750000 Penalty: 3251.230225
	Iteration 60F: 3 clusters Score -2821964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2821964.500000 Penalty: 3251.230225
	Iteration 61Q: 3 clusters Score -2821964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2821970.750000 Penalty: 3251.230225
	Iteration 62Q: 3 clusters Score -2821971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2821972.250000 Penalty: 3251.230225
	Iteration 63Q: 3 clusters Score -2821972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2821974.000000 Penalty: 3251.230225
	Iteration 64Q: 3 clusters Score -2821974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2821979.250000 Penalty: 3251.230225
	Iteration 65Q: 3 clusters Score -2821979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2821987.000000 Penalty: 3251.230225
	Iteration 66Q: 3 clusters Score -2821987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2821983.750000 Penalty: 3251.230225
	Iteration 67Q: 3 clusters Score -2821984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2821989.250000 Penalty: 3251.230225
	Iteration 68Q: 3 clusters Score -2821989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2821994.750000 Penalty: 3251.230225
	Iteration 69Q: 3 clusters Score -2821995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2821994.000000 Penalty: 3251.230225
	Iteration 70Q: 3 clusters Score -2821994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2821992.000000 Penalty: 3251.230225
	Iteration 71Q: 3 clusters Score -2821992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2821992.000000 Penalty: 3251.230225
	Iteration 72F: 3 clusters Score -2821992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Entering Unmasked Estep 
Score: -351485.968750 Penalty: 1321.517090
	Iteration 0F: 2 clusters Score -351486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -349056.250000 Penalty: 2643.034180
	Iteration 0F: 3 clusters Score -349056.2 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -351407.000000 Penalty: 2643.034180
	Iteration 1F: 3 clusters Score -351407 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -353435.531250 Penalty: 2643.034180
	Iteration 2F: 3 clusters Score -353435.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -354887.531250 Penalty: 2643.034180
	Iteration 3F: 3 clusters Score -354887.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -355460.375000 Penalty: 2643.034180
	Iteration 4F: 3 clusters Score -355460.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -356198.906250 Penalty: 2643.034180
	Iteration 5Q: 3 clusters Score -356198.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -357101.343750 Penalty: 2643.034180
	Iteration 6Q: 3 clusters Score -357101.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -357591.593750 Penalty: 2643.034180
	Iteration 7Q: 3 clusters Score -357591.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -357742.281250 Penalty: 2643.034180
	Iteration 8Q: 3 clusters Score -357742.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -357830.812500 Penalty: 2643.034180
	Iteration 9Q: 3 clusters Score -357830.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -357882.656250 Penalty: 2643.034180
	Iteration 10Q: 3 clusters Score -357882.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -357916.000000 Penalty: 2643.034180
	Iteration 11Q: 3 clusters Score -357916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -357958.406250 Penalty: 2643.034180
	Iteration 12Q: 3 clusters Score -357958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -357976.343750 Penalty: 2643.034180
	Iteration 13Q: 3 clusters Score -357976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -357980.312500 Penalty: 2643.034180
	Iteration 14Q: 3 clusters Score -357980.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -357982.093750 Penalty: 2643.034180
	Iteration 15Q: 3 clusters Score -357982.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -358011.593750 Penalty: 2643.034180
	Iteration 16F: 3 clusters Score -358011.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -358054.937500 Penalty: 2643.034180
	Iteration 17Q: 3 clusters Score -358054.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -358087.562500 Penalty: 2643.034180
	Iteration 18Q: 3 clusters Score -358087.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -358092.437500 Penalty: 2643.034180
	Iteration 19Q: 3 clusters Score -358092.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -358095.062500 Penalty: 2643.034180
	Iteration 20F: 3 clusters Score -358095.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -358098.500000 Penalty: 2643.034180
	Iteration 21Q: 3 clusters Score -358098.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -358099.312500 Penalty: 2643.034180
	Iteration 22Q: 3 clusters Score -358099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -358099.312500 Penalty: 2643.034180
	Iteration 23F: 3 clusters Score -358099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 5615 members 
Mstep: Class 5 contains 221 members 
Mstep: Class 6 contains 17087 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 100215 members 
Mstep: Class 9 contains 83308 members 
Mstep: Class 10 contains 44944 members 
Mstep: Class 11 contains 3507 members 
Mstep: Class 12 contains 17901 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 283 members 
Mstep: Class 15 contains 89732 members 
Mstep: Class 16 contains 23910 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 12529 members 
Mstep: Class 19 contains 122066 members 
Mstep: Class 20 contains 66019 members 
Mstep: Class 21 contains 174 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 5907 members 
Mstep: Class 24 contains 12866 members 
Mstep: Class 25 contains 112292 members 
Mstep: Class 26 contains 3120 members 
Entering Unmasked Estep 
Score: -108858440.000000 Penalty: 57853.777344
Splitting cluster 14 changes total score from -108840664.000000 to -108858440.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (89732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Entering Unmasked Estep 
Score: -11631543.000000 Penalty: 1853.244751
	Iteration 0F: 2 clusters Score -1.163154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -11574484.000000 Penalty: 3706.489502
	Iteration 0F: 3 clusters Score -1.157448e+07 nChanged 42741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -11598852.000000 Penalty: 3706.489502
	Iteration 1F: 3 clusters Score -1.159885e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -11599388.000000 Penalty: 3706.489502
	Iteration 2Q: 3 clusters Score -1.159939e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -11599800.000000 Penalty: 3706.489502
	Iteration 3Q: 3 clusters Score -1.15998e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -11600360.000000 Penalty: 3706.489502
	Iteration 4Q: 3 clusters Score -1.160036e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -11601014.000000 Penalty: 3706.489502
	Iteration 5Q: 3 clusters Score -1.160101e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -11601911.000000 Penalty: 3706.489502
	Iteration 6Q: 3 clusters Score -1.160191e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -11603125.000000 Penalty: 3706.489502
	Iteration 7Q: 3 clusters Score -1.160312e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -11604990.000000 Penalty: 3706.489502
	Iteration 8Q: 3 clusters Score -1.160499e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -11607828.000000 Penalty: 3706.489502
	Iteration 9F: 3 clusters Score -1.160783e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 63566 members 
Entering Unmasked Estep 
Score: -11611883.000000 Penalty: 3706.489502
	Iteration 10F: 3 clusters Score -1.161188e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -11616626.000000 Penalty: 3706.489502
	Iteration 11F: 3 clusters Score -1.161663e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 74321 members 
Entering Unmasked Estep 
Score: -11620912.000000 Penalty: 3706.489502
	Iteration 12F: 3 clusters Score -1.162091e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -11623966.000000 Penalty: 3706.489502
	Iteration 13Q: 3 clusters Score -1.162397e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 81797 members 
Entering Unmasked Estep 
Score: -11625913.000000 Penalty: 3706.489502
	Iteration 14Q: 3 clusters Score -1.162591e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -11627206.000000 Penalty: 3706.489502
	Iteration 15Q: 3 clusters Score -1.162721e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -11628151.000000 Penalty: 3706.489502
	Iteration 16Q: 3 clusters Score -1.162815e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 87167 members 
Entering Unmasked Estep 
Score: -11628705.000000 Penalty: 3706.489502
	Iteration 17Q: 3 clusters Score -1.16287e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 88026 members 
Entering Unmasked Estep 
Score: -11629194.000000 Penalty: 3706.489502
	Iteration 18Q: 3 clusters Score -1.162919e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 88575 members 
Entering Unmasked Estep 
Score: -11629489.000000 Penalty: 3706.489502
	Iteration 19Q: 3 clusters Score -1.162949e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 88904 members 
Entering Unmasked Estep 
Score: -11629663.000000 Penalty: 3706.489502
	Iteration 20F: 3 clusters Score -1.162966e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 89080 members 
Entering Unmasked Estep 
Score: -11629766.000000 Penalty: 3706.489502
	Iteration 21Q: 3 clusters Score -1.162977e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 89180 members 
Entering Unmasked Estep 
Score: -11629823.000000 Penalty: 3706.489502
	Iteration 22Q: 3 clusters Score -1.162982e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 89254 members 
Entering Unmasked Estep 
Score: -11629857.000000 Penalty: 3706.489502
	Iteration 23Q: 3 clusters Score -1.162986e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 89309 members 
Entering Unmasked Estep 
Score: -11629900.000000 Penalty: 3706.489502
	Iteration 24Q: 3 clusters Score -1.16299e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -11629936.000000 Penalty: 3706.489502
	Iteration 25Q: 3 clusters Score -1.162994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 89368 members 
Entering Unmasked Estep 
Score: -11629957.000000 Penalty: 3706.489502
	Iteration 26Q: 3 clusters Score -1.162996e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -11629967.000000 Penalty: 3706.489502
	Iteration 27Q: 3 clusters Score -1.162997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -11629972.000000 Penalty: 3706.489502
	Iteration 28Q: 3 clusters Score -1.162997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 89405 members 
Entering Unmasked Estep 
Score: -11629980.000000 Penalty: 3706.489502
	Iteration 29Q: 3 clusters Score -1.162998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 89411 members 
Entering Unmasked Estep 
Score: -11629988.000000 Penalty: 3706.489502
	Iteration 30Q: 3 clusters Score -1.162999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 89416 members 
Entering Unmasked Estep 
Score: -11629996.000000 Penalty: 3706.489502
	Iteration 31Q: 3 clusters Score -1.163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -11629994.000000 Penalty: 3706.489502
	Iteration 32Q: 3 clusters Score -1.162999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -11629994.000000 Penalty: 3706.489502
	Iteration 33F: 3 clusters Score -1.162999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Entering Unmasked Estep 
Score: -2994413.250000 Penalty: 1638.333496
	Iteration 0F: 2 clusters Score -2994413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2978199.750000 Penalty: 3276.666992
	Iteration 0F: 3 clusters Score -2978200 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2984364.250000 Penalty: 3276.666992
	Iteration 1F: 3 clusters Score -2984364 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2985122.000000 Penalty: 3276.666992
	Iteration 2F: 3 clusters Score -2985122 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2986197.250000 Penalty: 3276.666992
	Iteration 3F: 3 clusters Score -2986197 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2987705.250000 Penalty: 3276.666992
	Iteration 4F: 3 clusters Score -2987705 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2989498.250000 Penalty: 3276.666992
	Iteration 5F: 3 clusters Score -2989498 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2991219.750000 Penalty: 3276.666992
	Iteration 6F: 3 clusters Score -2991220 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2993288.750000 Penalty: 3276.666992
	Iteration 7F: 3 clusters Score -2993289 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2995792.500000 Penalty: 3276.666992
	Iteration 8F: 3 clusters Score -2995792 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2997908.250000 Penalty: 3276.666992
	Iteration 9F: 3 clusters Score -2997908 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2999521.500000 Penalty: 3276.666992
	Iteration 10F: 3 clusters Score -2999522 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -3000379.500000 Penalty: 3276.666992
	Iteration 11Q: 3 clusters Score -3000380 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3000692.250000 Penalty: 3276.666992
	Iteration 12Q: 3 clusters Score -3000692 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3000757.750000 Penalty: 3276.666992
	Iteration 13Q: 3 clusters Score -3000758 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3000774.250000 Penalty: 3276.666992
	Iteration 14Q: 3 clusters Score -3000774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -3000773.000000 Penalty: 3276.666992
	Iteration 15Q: 3 clusters Score -3000773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3000779.750000 Penalty: 3276.666992
	Iteration 16Q: 3 clusters Score -3000780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3000777.250000 Penalty: 3276.666992
	Iteration 17Q: 3 clusters Score -3000777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -3000777.750000 Penalty: 3276.666992
	Iteration 18Q: 3 clusters Score -3000778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -3000778.000000 Penalty: 3276.666992
	Iteration 19Q: 3 clusters Score -3000778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -3000780.000000 Penalty: 3276.666992
	Iteration 20F: 3 clusters Score -3000780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3000776.250000 Penalty: 3276.666992
	Iteration 21Q: 3 clusters Score -3000776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3000776.250000 Penalty: 3276.666992
	Iteration 22F: 3 clusters Score -3000776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 5615 members 
Mstep: Class 5 contains 221 members 
Mstep: Class 6 contains 17087 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 100215 members 
Mstep: Class 9 contains 83308 members 
Mstep: Class 10 contains 44944 members 
Mstep: Class 11 contains 3507 members 
Mstep: Class 12 contains 17901 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 283 members 
Mstep: Class 15 contains 89732 members 
Mstep: Class 16 contains 16746 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 12529 members 
Mstep: Class 19 contains 122066 members 
Mstep: Class 20 contains 66019 members 
Mstep: Class 21 contains 174 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 5907 members 
Mstep: Class 24 contains 12866 members 
Mstep: Class 25 contains 112292 members 
Mstep: Class 26 contains 3120 members 
Mstep: Class 27 contains 7164 members 
Entering Unmasked Estep 
Score: -108863888.000000 Penalty: 60078.925781
Splitting cluster 16 changes total score from -108840664.000000 to -108863888.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (9861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Entering Unmasked Estep 
Score: -1235639.000000 Penalty: 1494.405640
	Iteration 0F: 2 clusters Score -1235639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1228601.875000 Penalty: 2988.811279
	Iteration 0F: 3 clusters Score -1228602 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1230975.375000 Penalty: 2988.811279
	Iteration 1F: 3 clusters Score -1230975 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1231399.875000 Penalty: 2988.811279
	Iteration 2F: 3 clusters Score -1231400 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1231910.125000 Penalty: 2988.811279
	Iteration 3F: 3 clusters Score -1231910 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1232537.375000 Penalty: 2988.811279
	Iteration 4F: 3 clusters Score -1232537 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1233166.000000 Penalty: 2988.811279
	Iteration 5F: 3 clusters Score -1233166 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1233607.500000 Penalty: 2988.811279
	Iteration 6F: 3 clusters Score -1233608 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1233848.250000 Penalty: 2988.811279
	Iteration 7Q: 3 clusters Score -1233848 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1233989.375000 Penalty: 2988.811279
	Iteration 8Q: 3 clusters Score -1233989 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1234080.250000 Penalty: 2988.811279
	Iteration 9Q: 3 clusters Score -1234080 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1234135.625000 Penalty: 2988.811279
	Iteration 10Q: 3 clusters Score -1234136 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1234168.500000 Penalty: 2988.811279
	Iteration 11Q: 3 clusters Score -1234168 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1234186.875000 Penalty: 2988.811279
	Iteration 12Q: 3 clusters Score -1234187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1234206.125000 Penalty: 2988.811279
	Iteration 13Q: 3 clusters Score -1234206 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1234218.750000 Penalty: 2988.811279
	Iteration 14Q: 3 clusters Score -1234219 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1234222.000000 Penalty: 2988.811279
	Iteration 15Q: 3 clusters Score -1234222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1234233.750000 Penalty: 2988.811279
	Iteration 16Q: 3 clusters Score -1234234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1234239.125000 Penalty: 2988.811279
	Iteration 17Q: 3 clusters Score -1234239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1234242.125000 Penalty: 2988.811279
	Iteration 18Q: 3 clusters Score -1234242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1234248.750000 Penalty: 2988.811279
	Iteration 19Q: 3 clusters Score -1234249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1234251.625000 Penalty: 2988.811279
	Iteration 20F: 3 clusters Score -1234252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1234255.625000 Penalty: 2988.811279
	Iteration 21Q: 3 clusters Score -1234256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1234257.250000 Penalty: 2988.811279
	Iteration 22Q: 3 clusters Score -1234257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1234260.750000 Penalty: 2988.811279
	Iteration 23Q: 3 clusters Score -1234261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1234261.625000 Penalty: 2988.811279
	Iteration 24Q: 3 clusters Score -1234262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1234263.375000 Penalty: 2988.811279
	Iteration 25Q: 3 clusters Score -1234263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1234262.750000 Penalty: 2988.811279
	Iteration 26Q: 3 clusters Score -1234263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1234263.625000 Penalty: 2988.811279
	Iteration 27Q: 3 clusters Score -1234264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1234264.875000 Penalty: 2988.811279
	Iteration 28Q: 3 clusters Score -1234265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1234266.500000 Penalty: 2988.811279
	Iteration 29Q: 3 clusters Score -1234266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1234267.125000 Penalty: 2988.811279
	Iteration 30Q: 3 clusters Score -1234267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1234272.625000 Penalty: 2988.811279
	Iteration 31Q: 3 clusters Score -1234273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1234272.250000 Penalty: 2988.811279
	Iteration 32Q: 3 clusters Score -1234272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1234275.000000 Penalty: 2988.811279
	Iteration 33Q: 3 clusters Score -1234275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1234275.125000 Penalty: 2988.811279
	Iteration 34Q: 3 clusters Score -1234275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1234277.125000 Penalty: 2988.811279
	Iteration 35Q: 3 clusters Score -1234277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1234280.625000 Penalty: 2988.811279
	Iteration 36Q: 3 clusters Score -1234281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1234279.000000 Penalty: 2988.811279
	Iteration 37Q: 3 clusters Score -1234279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1234279.250000 Penalty: 2988.811279
	Iteration 38Q: 3 clusters Score -1234279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1234278.750000 Penalty: 2988.811279
	Iteration 39Q: 3 clusters Score -1234279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1234279.625000 Penalty: 2988.811279
	Iteration 40F: 3 clusters Score -1234280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1234281.250000 Penalty: 2988.811279
	Iteration 41Q: 3 clusters Score -1234281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1234282.250000 Penalty: 2988.811279
	Iteration 42Q: 3 clusters Score -1234282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1234281.875000 Penalty: 2988.811279
	Iteration 43Q: 3 clusters Score -1234282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1234280.625000 Penalty: 2988.811279
	Iteration 44Q: 3 clusters Score -1234281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1234281.500000 Penalty: 2988.811279
	Iteration 45Q: 3 clusters Score -1234282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1234282.375000 Penalty: 2988.811279
	Iteration 46Q: 3 clusters Score -1234282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1234282.875000 Penalty: 2988.811279
	Iteration 47Q: 3 clusters Score -1234283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1234285.500000 Penalty: 2988.811279
	Iteration 48Q: 3 clusters Score -1234286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1234286.625000 Penalty: 2988.811279
	Iteration 49Q: 3 clusters Score -1234287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1234285.250000 Penalty: 2988.811279
	Iteration 50Q: 3 clusters Score -1234285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1234286.875000 Penalty: 2988.811279
	Iteration 51Q: 3 clusters Score -1234287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1234285.750000 Penalty: 2988.811279
	Iteration 52Q: 3 clusters Score -1234286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1234287.500000 Penalty: 2988.811279
	Iteration 53Q: 3 clusters Score -1234288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1234288.500000 Penalty: 2988.811279
	Iteration 54Q: 3 clusters Score -1234288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1234288.875000 Penalty: 2988.811279
	Iteration 55Q: 3 clusters Score -1234289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1234288.875000 Penalty: 2988.811279
	Iteration 56F: 3 clusters Score -1234289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Entering Unmasked Estep 
Score: -1559531.625000 Penalty: 1533.317749
	Iteration 0F: 2 clusters Score -1559532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1550857.000000 Penalty: 3066.635498
	Iteration 0F: 3 clusters Score -1550857 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1555175.125000 Penalty: 3066.635498
	Iteration 1F: 3 clusters Score -1555175 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1558239.625000 Penalty: 3066.635498
	Iteration 2F: 3 clusters Score -1558240 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1561791.125000 Penalty: 3066.635498
	Iteration 3F: 3 clusters Score -1561791 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1563648.125000 Penalty: 3066.635498
	Iteration 4F: 3 clusters Score -1563648 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1564095.125000 Penalty: 3066.635498
	Iteration 5Q: 3 clusters Score -1564095 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1564193.500000 Penalty: 3066.635498
	Iteration 6Q: 3 clusters Score -1564194 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1564229.000000 Penalty: 3066.635498
	Iteration 7Q: 3 clusters Score -1564229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1564242.875000 Penalty: 3066.635498
	Iteration 8Q: 3 clusters Score -1564243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1564253.250000 Penalty: 3066.635498
	Iteration 9Q: 3 clusters Score -1564253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1564256.875000 Penalty: 3066.635498
	Iteration 10Q: 3 clusters Score -1564257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1564257.250000 Penalty: 3066.635498
	Iteration 11Q: 3 clusters Score -1564257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1564257.125000 Penalty: 3066.635498
	Iteration 12Q: 3 clusters Score -1564257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1564259.875000 Penalty: 3066.635498
	Iteration 13Q: 3 clusters Score -1564260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1564260.750000 Penalty: 3066.635498
	Iteration 14Q: 3 clusters Score -1564261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1564258.000000 Penalty: 3066.635498
	Iteration 15Q: 3 clusters Score -1564258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1564258.875000 Penalty: 3066.635498
	Iteration 16Q: 3 clusters Score -1564259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1564258.875000 Penalty: 3066.635498
	Iteration 17F: 3 clusters Score -1564259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 5615 members 
Mstep: Class 5 contains 221 members 
Mstep: Class 6 contains 17087 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 100215 members 
Mstep: Class 9 contains 83308 members 
Mstep: Class 10 contains 44944 members 
Mstep: Class 11 contains 3507 members 
Mstep: Class 12 contains 17901 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 283 members 
Mstep: Class 15 contains 89732 members 
Mstep: Class 16 contains 16746 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 122066 members 
Mstep: Class 20 contains 66019 members 
Mstep: Class 21 contains 174 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 5907 members 
Mstep: Class 24 contains 12866 members 
Mstep: Class 25 contains 112292 members 
Mstep: Class 26 contains 3120 members 
Mstep: Class 27 contains 7164 members 
Mstep: Class 28 contains 7344 members 
Entering Unmasked Estep 
Score: -108868496.000000 Penalty: 62304.070312
Splitting cluster 18 changes total score from -108840664.000000 to -108868496.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (66019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Entering Unmasked Estep 
Score: -7779375.000000 Penalty: 1803.375977
	Iteration 0F: 2 clusters Score -7779375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -7735455.000000 Penalty: 3606.751953
	Iteration 0F: 3 clusters Score -7735455 nChanged 31297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -7755824.500000 Penalty: 3606.751953
	Iteration 1F: 3 clusters Score -7755824 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -7760122.000000 Penalty: 3606.751953
	Iteration 2F: 3 clusters Score -7760122 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -7766159.000000 Penalty: 3606.751953
	Iteration 3F: 3 clusters Score -7766159 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -7771953.000000 Penalty: 3606.751953
	Iteration 4F: 3 clusters Score -7771953 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -7775789.500000 Penalty: 3606.751953
	Iteration 5F: 3 clusters Score -7775790 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -7778026.500000 Penalty: 3606.751953
	Iteration 6F: 3 clusters Score -7778026 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -7779313.000000 Penalty: 3606.751953
	Iteration 7Q: 3 clusters Score -7779313 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -7780238.500000 Penalty: 3606.751953
	Iteration 8Q: 3 clusters Score -7780238 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -7781182.500000 Penalty: 3606.751953
	Iteration 9Q: 3 clusters Score -7781182 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -7782015.000000 Penalty: 3606.751953
	Iteration 10Q: 3 clusters Score -7782015 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -7783081.000000 Penalty: 3606.751953
	Iteration 11Q: 3 clusters Score -7783081 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -7784040.500000 Penalty: 3606.751953
	Iteration 12Q: 3 clusters Score -7784040 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -7784902.000000 Penalty: 3606.751953
	Iteration 13Q: 3 clusters Score -7784902 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -7785508.500000 Penalty: 3606.751953
	Iteration 14Q: 3 clusters Score -7785508 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -7786043.000000 Penalty: 3606.751953
	Iteration 15Q: 3 clusters Score -7786043 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -7786442.500000 Penalty: 3606.751953
	Iteration 16Q: 3 clusters Score -7786442 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -7786738.500000 Penalty: 3606.751953
	Iteration 17Q: 3 clusters Score -7786738 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -7786912.000000 Penalty: 3606.751953
	Iteration 18Q: 3 clusters Score -7786912 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -7787084.000000 Penalty: 3606.751953
	Iteration 19Q: 3 clusters Score -7787084 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -7787229.500000 Penalty: 3606.751953
	Iteration 20F: 3 clusters Score -7787230 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -7787374.000000 Penalty: 3606.751953
	Iteration 21Q: 3 clusters Score -7787374 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -7787455.500000 Penalty: 3606.751953
	Iteration 22Q: 3 clusters Score -7787456 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -7787518.000000 Penalty: 3606.751953
	Iteration 23Q: 3 clusters Score -7787518 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -7787565.000000 Penalty: 3606.751953
	Iteration 24Q: 3 clusters Score -7787565 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -7787604.000000 Penalty: 3606.751953
	Iteration 25Q: 3 clusters Score -7787604 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -7787655.000000 Penalty: 3606.751953
	Iteration 26Q: 3 clusters Score -7787655 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -7787687.500000 Penalty: 3606.751953
	Iteration 27Q: 3 clusters Score -7787688 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -7787685.000000 Penalty: 3606.751953
	Iteration 28Q: 3 clusters Score -7787685 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -7787699.500000 Penalty: 3606.751953
	Iteration 29Q: 3 clusters Score -7787700 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 58130 members 
Entering Unmasked Estep 
Score: -7787725.000000 Penalty: 3606.751953
	Iteration 30Q: 3 clusters Score -7787725 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -7787713.000000 Penalty: 3606.751953
	Iteration 31Q: 3 clusters Score -7787713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -7787716.500000 Penalty: 3606.751953
	Iteration 32Q: 3 clusters Score -7787716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -7787710.500000 Penalty: 3606.751953
	Iteration 33Q: 3 clusters Score -7787710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 58279 members 
Entering Unmasked Estep 
Score: -7787701.500000 Penalty: 3606.751953
	Iteration 34Q: 3 clusters Score -7787702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -7787696.000000 Penalty: 3606.751953
	Iteration 35Q: 3 clusters Score -7787696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -7787679.500000 Penalty: 3606.751953
	Iteration 36Q: 3 clusters Score -7787680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -7787685.500000 Penalty: 3606.751953
	Iteration 37Q: 3 clusters Score -7787686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -7787689.500000 Penalty: 3606.751953
	Iteration 38Q: 3 clusters Score -7787690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -7787690.000000 Penalty: 3606.751953
	Iteration 39Q: 3 clusters Score -7787690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -7787696.500000 Penalty: 3606.751953
	Iteration 40F: 3 clusters Score -7787696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 58377 members 
Entering Unmasked Estep 
Score: -7787696.500000 Penalty: 3606.751953
	Iteration 41Q: 3 clusters Score -7787696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
Score: -7787685.500000 Penalty: 3606.751953
	Iteration 42Q: 3 clusters Score -7787686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -7787692.000000 Penalty: 3606.751953
	Iteration 43Q: 3 clusters Score -7787692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -7787686.000000 Penalty: 3606.751953
	Iteration 44Q: 3 clusters Score -7787686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -7787689.000000 Penalty: 3606.751953
	Iteration 45Q: 3 clusters Score -7787689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -7787694.500000 Penalty: 3606.751953
	Iteration 46Q: 3 clusters Score -7787694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -7787692.000000 Penalty: 3606.751953
	Iteration 47Q: 3 clusters Score -7787692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -7787697.000000 Penalty: 3606.751953
	Iteration 48Q: 3 clusters Score -7787697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -7787699.000000 Penalty: 3606.751953
	Iteration 49Q: 3 clusters Score -7787699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -7787697.000000 Penalty: 3606.751953
	Iteration 50Q: 3 clusters Score -7787697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -7787687.000000 Penalty: 3606.751953
	Iteration 51Q: 3 clusters Score -7787687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -7787685.000000 Penalty: 3606.751953
	Iteration 52Q: 3 clusters Score -7787685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -7787690.000000 Penalty: 3606.751953
	Iteration 53Q: 3 clusters Score -7787690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -7787691.500000 Penalty: 3606.751953
	Iteration 54Q: 3 clusters Score -7787692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -7787690.500000 Penalty: 3606.751953
	Iteration 55Q: 3 clusters Score -7787690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -7787693.500000 Penalty: 3606.751953
	Iteration 56Q: 3 clusters Score -7787694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -7787687.500000 Penalty: 3606.751953
	Iteration 57Q: 3 clusters Score -7787688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -7787687.500000 Penalty: 3606.751953
	Iteration 58F: 3 clusters Score -7787688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 5615 members 
Mstep: Class 5 contains 221 members 
Mstep: Class 6 contains 17087 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 100215 members 
Mstep: Class 9 contains 83308 members 
Mstep: Class 10 contains 44944 members 
Mstep: Class 11 contains 3507 members 
Mstep: Class 12 contains 17901 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 283 members 
Mstep: Class 15 contains 89732 members 
Mstep: Class 16 contains 16746 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 122066 members 
Mstep: Class 20 contains 7546 members 
Mstep: Class 21 contains 174 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 5907 members 
Mstep: Class 24 contains 12866 members 
Mstep: Class 25 contains 112292 members 
Mstep: Class 26 contains 3120 members 
Mstep: Class 27 contains 7164 members 
Mstep: Class 28 contains 7344 members 
Mstep: Class 29 contains 58473 members 
Entering Unmasked Estep 
Score: -108875496.000000 Penalty: 64529.214844
Splitting cluster 20 changes total score from -108840664.000000 to -108875496.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 5615 members 
Mstep: Class 5 contains 221 members 
Mstep: Class 6 contains 17087 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 100215 members 
Mstep: Class 9 contains 83308 members 
Mstep: Class 10 contains 44944 members 
Mstep: Class 11 contains 3507 members 
Mstep: Class 12 contains 17901 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 283 members 
Mstep: Class 15 contains 89732 members 
Mstep: Class 16 contains 16746 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 20 contains 7546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108888184.000000 Penalty: 64529.214844
Iteration 39Q: 30 clusters Score -1.088882e+08 nChanged 25396
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 109185 members 
Mstep: Class 2 contains 6046 members 
Mstep: Class 3 contains 1354 members 
Mstep: Class 4 contains 5743 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 17311 members 
Mstep: Class 7 contains 12977 members 
Mstep: Class 8 contains 99363 members 
Mstep: Class 9 contains 83274 members 
Mstep: Class 10 contains 45558 members 
Mstep: Class 11 contains 3906 members 
Mstep: Class 12 contains 18777 members 
Mstep: Class 13 contains 22690 members 
Mstep: Class 14 contains 282 members 
Mstep: Class 15 contains 87309 members 
Mstep: Class 16 contains 17563 members 
Mstep: Class 17 contains 9640 members 
Mstep: Class 18 contains 4870 members 
Mstep: Class 19 contains 121651 members 
Mstep: Class 20 contains 8619 members 
Mstep: Class 21 contains 176 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 12319 members 
Mstep: Class 25 contains 114131 members 
Mstep: Class 26 contains 3314 members 
Mstep: Class 27 contains 7188 members 
Mstep: Class 28 contains 7165 members 
Mstep: Class 29 contains 57429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108901504.000000 Penalty: 64529.214844
Iteration 40F: 30 clusters Score -1.089015e+08 nChanged 18994
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 107918 members 
Mstep: Class 2 contains 6372 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 5411 members 
Mstep: Class 5 contains 229 members 
Mstep: Class 6 contains 17305 members 
Mstep: Class 7 contains 12956 members 
Mstep: Class 8 contains 98818 members 
Mstep: Class 9 contains 82310 members 
Mstep: Class 10 contains 45030 members 
Mstep: Class 11 contains 4036 members 
Mstep: Class 12 contains 19503 members 
Mstep: Class 13 contains 22790 members 
Mstep: Class 14 contains 355 members 
Mstep: Class 15 contains 83359 members 
Mstep: Class 16 contains 17846 members 
Mstep: Class 17 contains 9491 members 
Mstep: Class 18 contains 4664 members 
Mstep: Class 19 contains 122381 members 
Mstep: Class 20 contains 9141 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 5969 members 
Mstep: Class 24 contains 12323 members 
Mstep: Class 25 contains 117179 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 7318 members 
Mstep: Class 28 contains 7464 members 
Mstep: Class 29 contains 58406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108908808.000000 Penalty: 64529.214844
Iteration 41Q: 30 clusters Score -1.089088e+08 nChanged 14329
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 106940 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 5236 members 
Mstep: Class 5 contains 218 members 
Mstep: Class 6 contains 17204 members 
Mstep: Class 7 contains 13001 members 
Mstep: Class 8 contains 98362 members 
Mstep: Class 9 contains 81414 members 
Mstep: Class 10 contains 44775 members 
Mstep: Class 11 contains 4114 members 
Mstep: Class 12 contains 20270 members 
Mstep: Class 13 contains 22857 members 
Mstep: Class 14 contains 334 members 
Mstep: Class 15 contains 79764 members 
Mstep: Class 16 contains 18052 members 
Mstep: Class 17 contains 9353 members 
Mstep: Class 18 contains 4486 members 
Mstep: Class 19 contains 123107 members 
Mstep: Class 20 contains 9575 members 
Mstep: Class 21 contains 186 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 6049 members 
Mstep: Class 24 contains 12297 members 
Mstep: Class 25 contains 119838 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 7422 members 
Mstep: Class 28 contains 7624 members 
Mstep: Class 29 contains 59339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108912312.000000 Penalty: 64529.214844
Iteration 42Q: 30 clusters Score -1.089123e+08 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 106195 members 
Mstep: Class 2 contains 6826 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 5126 members 
Mstep: Class 5 contains 205 members 
Mstep: Class 6 contains 17076 members 
Mstep: Class 7 contains 13070 members 
Mstep: Class 8 contains 97948 members 
Mstep: Class 9 contains 80672 members 
Mstep: Class 10 contains 44602 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 21000 members 
Mstep: Class 13 contains 22880 members 
Mstep: Class 14 contains 327 members 
Mstep: Class 15 contains 76655 members 
Mstep: Class 16 contains 18256 members 
Mstep: Class 17 contains 9236 members 
Mstep: Class 18 contains 4343 members 
Mstep: Class 19 contains 123757 members 
Mstep: Class 20 contains 9876 members 
Mstep: Class 21 contains 188 members 
Mstep: Class 22 contains 797 members 
Mstep: Class 23 contains 6123 members 
Mstep: Class 24 contains 12298 members 
Mstep: Class 25 contains 121981 members 
Mstep: Class 26 contains 4179 members 
Mstep: Class 27 contains 7488 members 
Mstep: Class 28 contains 7740 members 
Mstep: Class 29 contains 60198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108914112.000000 Penalty: 64529.214844
Iteration 43Q: 30 clusters Score -1.089141e+08 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 105568 members 
Mstep: Class 2 contains 7014 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 16994 members 
Mstep: Class 7 contains 13172 members 
Mstep: Class 8 contains 97519 members 
Mstep: Class 9 contains 80054 members 
Mstep: Class 10 contains 44457 members 
Mstep: Class 11 contains 4191 members 
Mstep: Class 12 contains 21637 members 
Mstep: Class 13 contains 22833 members 
Mstep: Class 14 contains 327 members 
Mstep: Class 15 contains 73974 members 
Mstep: Class 16 contains 18463 members 
Mstep: Class 17 contains 9137 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 124327 members 
Mstep: Class 20 contains 10103 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 6196 members 
Mstep: Class 24 contains 12331 members 
Mstep: Class 25 contains 123766 members 
Mstep: Class 26 contains 4276 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 61055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108915568.000000 Penalty: 64529.214844
Iteration 44Q: 30 clusters Score -1.089156e+08 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 105114 members 
Mstep: Class 2 contains 7181 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 16877 members 
Mstep: Class 7 contains 13277 members 
Mstep: Class 8 contains 97164 members 
Mstep: Class 9 contains 79552 members 
Mstep: Class 10 contains 44316 members 
Mstep: Class 11 contains 4216 members 
Mstep: Class 12 contains 22236 members 
Mstep: Class 13 contains 22807 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 71613 members 
Mstep: Class 16 contains 18635 members 
Mstep: Class 17 contains 9035 members 
Mstep: Class 18 contains 4165 members 
Mstep: Class 19 contains 124864 members 
Mstep: Class 20 contains 10276 members 
Mstep: Class 21 contains 194 members 
Mstep: Class 22 contains 825 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 12357 members 
Mstep: Class 25 contains 125104 members 
Mstep: Class 26 contains 4354 members 
Mstep: Class 27 contains 7545 members 
Mstep: Class 28 contains 7877 members 
Mstep: Class 29 contains 61815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916680.000000 Penalty: 64529.214844
Iteration 45Q: 30 clusters Score -1.089167e+08 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 104747 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 16767 members 
Mstep: Class 7 contains 13401 members 
Mstep: Class 8 contains 96884 members 
Mstep: Class 9 contains 79125 members 
Mstep: Class 10 contains 44114 members 
Mstep: Class 11 contains 4225 members 
Mstep: Class 12 contains 22789 members 
Mstep: Class 13 contains 22713 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 69511 members 
Mstep: Class 16 contains 18774 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 125327 members 
Mstep: Class 20 contains 10431 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 828 members 
Mstep: Class 23 contains 6337 members 
Mstep: Class 24 contains 12383 members 
Mstep: Class 25 contains 126272 members 
Mstep: Class 26 contains 4388 members 
Mstep: Class 27 contains 7563 members 
Mstep: Class 28 contains 7933 members 
Mstep: Class 29 contains 62531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108917016.000000 Penalty: 64529.214844
Iteration 46Q: 30 clusters Score -1.08917e+08 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 104448 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 1448 members 
Mstep: Class 4 contains 5091 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 16661 members 
Mstep: Class 7 contains 13509 members 
Mstep: Class 8 contains 96645 members 
Mstep: Class 9 contains 78736 members 
Mstep: Class 10 contains 43878 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 23308 members 
Mstep: Class 13 contains 22618 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 67659 members 
Mstep: Class 16 contains 18901 members 
Mstep: Class 17 contains 8864 members 
Mstep: Class 18 contains 4074 members 
Mstep: Class 19 contains 125788 members 
Mstep: Class 20 contains 10566 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 6412 members 
Mstep: Class 24 contains 12408 members 
Mstep: Class 25 contains 127185 members 
Mstep: Class 26 contains 4406 members 
Mstep: Class 27 contains 7573 members 
Mstep: Class 28 contains 7976 members 
Mstep: Class 29 contains 63189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108917896.000000 Penalty: 64529.214844
Iteration 47Q: 30 clusters Score -1.089179e+08 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 104221 members 
Mstep: Class 2 contains 7660 members 
Mstep: Class 3 contains 1452 members 
Mstep: Class 4 contains 5136 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 16546 members 
Mstep: Class 7 contains 13602 members 
Mstep: Class 8 contains 96444 members 
Mstep: Class 9 contains 78335 members 
Mstep: Class 10 contains 43635 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23781 members 
Mstep: Class 13 contains 22517 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 66080 members 
Mstep: Class 16 contains 19033 members 
Mstep: Class 17 contains 8807 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 126276 members 
Mstep: Class 20 contains 10679 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 845 members 
Mstep: Class 23 contains 6468 members 
Mstep: Class 24 contains 12451 members 
Mstep: Class 25 contains 127814 members 
Mstep: Class 26 contains 4415 members 
Mstep: Class 27 contains 7570 members 
Mstep: Class 28 contains 8022 members 
Mstep: Class 29 contains 63844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108918328.000000 Penalty: 64529.214844
Iteration 48Q: 30 clusters Score -1.089183e+08 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 104029 members 
Mstep: Class 2 contains 7817 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 5201 members 
Mstep: Class 5 contains 199 members 
Mstep: Class 6 contains 16446 members 
Mstep: Class 7 contains 13703 members 
Mstep: Class 8 contains 96281 members 
Mstep: Class 9 contains 78030 members 
Mstep: Class 10 contains 43408 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 24218 members 
Mstep: Class 13 contains 22401 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 64720 members 
Mstep: Class 16 contains 19168 members 
Mstep: Class 17 contains 8757 members 
Mstep: Class 18 contains 4010 members 
Mstep: Class 19 contains 126659 members 
Mstep: Class 20 contains 10763 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 848 members 
Mstep: Class 23 contains 6517 members 
Mstep: Class 24 contains 12493 members 
Mstep: Class 25 contains 128200 members 
Mstep: Class 26 contains 4441 members 
Mstep: Class 27 contains 7565 members 
Mstep: Class 28 contains 8063 members 
Mstep: Class 29 contains 64483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108918576.000000 Penalty: 64529.214844
Iteration 49Q: 30 clusters Score -1.089186e+08 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 103877 members 
Mstep: Class 2 contains 7952 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 5284 members 
Mstep: Class 5 contains 198 members 
Mstep: Class 6 contains 16382 members 
Mstep: Class 7 contains 13787 members 
Mstep: Class 8 contains 96153 members 
Mstep: Class 9 contains 77701 members 
Mstep: Class 10 contains 43155 members 
Mstep: Class 11 contains 4265 members 
Mstep: Class 12 contains 24628 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 63400 members 
Mstep: Class 16 contains 19281 members 
Mstep: Class 17 contains 8701 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 127029 members 
Mstep: Class 20 contains 10817 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 855 members 
Mstep: Class 23 contains 6554 members 
Mstep: Class 24 contains 12507 members 
Mstep: Class 25 contains 128625 members 
Mstep: Class 26 contains 4449 members 
Mstep: Class 27 contains 7557 members 
Mstep: Class 28 contains 8093 members 
Mstep: Class 29 contains 65136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108919032.000000 Penalty: 64529.214844
Iteration 50Q: 30 clusters Score -1.08919e+08 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 103751 members 
Mstep: Class 2 contains 8049 members 
Mstep: Class 3 contains 1458 members 
Mstep: Class 4 contains 5343 members 
Mstep: Class 5 contains 198 members 
Mstep: Class 6 contains 16342 members 
Mstep: Class 7 contains 13884 members 
Mstep: Class 8 contains 96031 members 
Mstep: Class 9 contains 77404 members 
Mstep: Class 10 contains 42897 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 24974 members 
Mstep: Class 13 contains 22175 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 62460 members 
Mstep: Class 16 contains 19368 members 
Mstep: Class 17 contains 8666 members 
Mstep: Class 18 contains 3979 members 
Mstep: Class 19 contains 127343 members 
Mstep: Class 20 contains 10876 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 860 members 
Mstep: Class 23 contains 6588 members 
Mstep: Class 24 contains 12517 members 
Mstep: Class 25 contains 128809 members 
Mstep: Class 26 contains 4476 members 
Mstep: Class 27 contains 7549 members 
Mstep: Class 28 contains 8121 members 
Mstep: Class 29 contains 65738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108919440.000000 Penalty: 64529.214844
Iteration 51Q: 30 clusters Score -1.089194e+08 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 103613 members 
Mstep: Class 2 contains 8157 members 
Mstep: Class 3 contains 1454 members 
Mstep: Class 4 contains 5409 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 16333 members 
Mstep: Class 7 contains 13992 members 
Mstep: Class 8 contains 95906 members 
Mstep: Class 9 contains 77105 members 
Mstep: Class 10 contains 42627 members 
Mstep: Class 11 contains 4267 members 
Mstep: Class 12 contains 25273 members 
Mstep: Class 13 contains 22052 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 61705 members 
Mstep: Class 16 contains 19435 members 
Mstep: Class 17 contains 8629 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 127627 members 
Mstep: Class 20 contains 10922 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 872 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 12515 members 
Mstep: Class 25 contains 128933 members 
Mstep: Class 26 contains 4516 members 
Mstep: Class 27 contains 7534 members 
Mstep: Class 28 contains 8141 members 
Mstep: Class 29 contains 66330 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 30 clusters Score -1.089192e+08 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 103507 members 
Mstep: Class 2 contains 8231 members 
Mstep: Class 3 contains 1452 members 
Mstep: Class 4 contains 5468 members 
Mstep: Class 5 contains 198 members 
Mstep: Class 6 contains 16297 members 
Mstep: Class 7 contains 14096 members 
Mstep: Class 8 contains 95793 members 
Mstep: Class 9 contains 76826 members 
Mstep: Class 10 contains 42361 members 
Mstep: Class 11 contains 4275 members 
Mstep: Class 12 contains 25534 members 
Mstep: Class 13 contains 21968 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 61002 members 
Mstep: Class 16 contains 19498 members 
Mstep: Class 17 contains 8601 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 127902 members 
Mstep: Class 20 contains 10953 members 
Mstep: Class 21 contains 194 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 12499 members 
Mstep: Class 25 contains 129089 members 
Mstep: Class 26 contains 4551 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 8151 members 
Mstep: Class 29 contains 66883 members 
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Iteration 53Q: 30 clusters Score -1.089194e+08 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 103422 members 
Mstep: Class 2 contains 8322 members 
Mstep: Class 3 contains 1453 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 197 members 
Mstep: Class 6 contains 16264 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 95709 members 
Mstep: Class 9 contains 76510 members 
Mstep: Class 10 contains 42110 members 
Mstep: Class 11 contains 4280 members 
Mstep: Class 12 contains 25743 members 
Mstep: Class 13 contains 21876 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 60376 members 
Mstep: Class 16 contains 19548 members 
Mstep: Class 17 contains 8579 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 128187 members 
Mstep: Class 20 contains 10986 members 
Mstep: Class 21 contains 194 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 6628 members 
Mstep: Class 24 contains 12493 members 
Mstep: Class 25 contains 129169 members 
Mstep: Class 26 contains 4579 members 
Mstep: Class 27 contains 7502 members 
Mstep: Class 28 contains 8172 members 
Mstep: Class 29 contains 67436 members 
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Iteration 54Q: 30 clusters Score -1.089195e+08 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 103356 members 
Mstep: Class 2 contains 8390 members 
Mstep: Class 3 contains 1454 members 
Mstep: Class 4 contains 5544 members 
Mstep: Class 5 contains 196 members 
Mstep: Class 6 contains 16245 members 
Mstep: Class 7 contains 14283 members 
Mstep: Class 8 contains 95649 members 
Mstep: Class 9 contains 76193 members 
Mstep: Class 10 contains 41867 members 
Mstep: Class 11 contains 4284 members 
Mstep: Class 12 contains 25955 members 
Mstep: Class 13 contains 21811 members 
Mstep: Class 14 contains 323 members 
Mstep: Class 15 contains 59889 members 
Mstep: Class 16 contains 19589 members 
Mstep: Class 17 contains 8571 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 128450 members 
Mstep: Class 20 contains 11016 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 893 members 
Mstep: Class 23 contains 6641 members 
Mstep: Class 24 contains 12471 members 
Mstep: Class 25 contains 129134 members 
Mstep: Class 26 contains 4609 members 
Mstep: Class 27 contains 7478 members 
Mstep: Class 28 contains 8185 members 
Mstep: Class 29 contains 68001 members 
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Iteration 55Q: 30 clusters Score -1.089194e+08 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 103322 members 
Mstep: Class 2 contains 8464 members 
Mstep: Class 3 contains 1452 members 
Mstep: Class 4 contains 5567 members 
Mstep: Class 5 contains 196 members 
Mstep: Class 6 contains 16224 members 
Mstep: Class 7 contains 14374 members 
Mstep: Class 8 contains 95587 members 
Mstep: Class 9 contains 75861 members 
Mstep: Class 10 contains 41645 members 
Mstep: Class 11 contains 4294 members 
Mstep: Class 12 contains 26137 members 
Mstep: Class 13 contains 21733 members 
Mstep: Class 14 contains 323 members 
Mstep: Class 15 contains 59451 members 
Mstep: Class 16 contains 19635 members 
Mstep: Class 17 contains 8555 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 128704 members 
Mstep: Class 20 contains 11042 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 896 members 
Mstep: Class 23 contains 6643 members 
Mstep: Class 24 contains 12442 members 
Mstep: Class 25 contains 129062 members 
Mstep: Class 26 contains 4624 members 
Mstep: Class 27 contains 7463 members 
Mstep: Class 28 contains 8209 members 
Mstep: Class 29 contains 68571 members 
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Iteration 56Q: 30 clusters Score -1.089191e+08 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 103304 members 
Mstep: Class 2 contains 8534 members 
Mstep: Class 3 contains 1454 members 
Mstep: Class 4 contains 5576 members 
Mstep: Class 5 contains 196 members 
Mstep: Class 6 contains 16202 members 
Mstep: Class 7 contains 14473 members 
Mstep: Class 8 contains 95510 members 
Mstep: Class 9 contains 75519 members 
Mstep: Class 10 contains 41408 members 
Mstep: Class 11 contains 4297 members 
Mstep: Class 12 contains 26279 members 
Mstep: Class 13 contains 21646 members 
Mstep: Class 14 contains 323 members 
Mstep: Class 15 contains 59027 members 
Mstep: Class 16 contains 19684 members 
Mstep: Class 17 contains 8551 members 
Mstep: Class 18 contains 3979 members 
Mstep: Class 19 contains 128955 members 
Mstep: Class 20 contains 11075 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 6645 members 
Mstep: Class 24 contains 12422 members 
Mstep: Class 25 contains 129055 members 
Mstep: Class 26 contains 4634 members 
Mstep: Class 27 contains 7453 members 
Mstep: Class 28 contains 8231 members 
Mstep: Class 29 contains 69114 members 
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Iteration 57Q: 30 clusters Score -1.089191e+08 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 8601 members 
Mstep: Class 3 contains 1451 members 
Mstep: Class 4 contains 5590 members 
Mstep: Class 5 contains 196 members 
Mstep: Class 6 contains 16184 members 
Mstep: Class 7 contains 14569 members 
Mstep: Class 8 contains 95452 members 
Mstep: Class 9 contains 75178 members 
Mstep: Class 10 contains 41164 members 
Mstep: Class 11 contains 4296 members 
Mstep: Class 12 contains 26423 members 
Mstep: Class 13 contains 21564 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 58675 members 
Mstep: Class 16 contains 19729 members 
Mstep: Class 17 contains 8541 members 
Mstep: Class 18 contains 3982 members 
Mstep: Class 19 contains 129189 members 
Mstep: Class 20 contains 11099 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 900 members 
Mstep: Class 23 contains 6647 members 
Mstep: Class 24 contains 12401 members 
Mstep: Class 25 contains 129038 members 
Mstep: Class 26 contains 4649 members 
Mstep: Class 27 contains 7446 members 
Mstep: Class 28 contains 8243 members 
Mstep: Class 29 contains 69629 members 
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Iteration 58Q: 30 clusters Score -1.089192e+08 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 103255 members 
Mstep: Class 2 contains 8657 members 
Mstep: Class 3 contains 1450 members 
Mstep: Class 4 contains 5604 members 
Mstep: Class 5 contains 196 members 
Mstep: Class 6 contains 16165 members 
Mstep: Class 7 contains 14682 members 
Mstep: Class 8 contains 95359 members 
Mstep: Class 9 contains 74862 members 
Mstep: Class 10 contains 40952 members 
Mstep: Class 11 contains 4287 members 
Mstep: Class 12 contains 26545 members 
Mstep: Class 13 contains 21469 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 58430 members 
Mstep: Class 16 contains 19788 members 
Mstep: Class 17 contains 8534 members 
Mstep: Class 18 contains 3994 members 
Mstep: Class 19 contains 129404 members 
Mstep: Class 20 contains 11125 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 901 members 
Mstep: Class 23 contains 6647 members 
Mstep: Class 24 contains 12378 members 
Mstep: Class 25 contains 128941 members 
Mstep: Class 26 contains 4677 members 
Mstep: Class 27 contains 7434 members 
Mstep: Class 28 contains 8256 members 
Mstep: Class 29 contains 70130 members 
Entering Unmasked Estep 
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Iteration 59Q: 30 clusters Score -1.089189e+08 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 103217 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 1448 members 
Mstep: Class 4 contains 5621 members 
Mstep: Class 5 contains 196 members 
Mstep: Class 6 contains 16163 members 
Mstep: Class 7 contains 14782 members 
Mstep: Class 8 contains 95259 members 
Mstep: Class 9 contains 74538 members 
Mstep: Class 10 contains 40741 members 
Mstep: Class 11 contains 4285 members 
Mstep: Class 12 contains 26649 members 
Mstep: Class 13 contains 21395 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 58206 members 
Mstep: Class 16 contains 19846 members 
Mstep: Class 17 contains 8526 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 129604 members 
Mstep: Class 20 contains 11161 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 903 members 
Mstep: Class 23 contains 6651 members 
Mstep: Class 24 contains 12346 members 
Mstep: Class 25 contains 128879 members 
Mstep: Class 26 contains 4692 members 
Mstep: Class 27 contains 7427 members 
Mstep: Class 28 contains 8275 members 
Mstep: Class 29 contains 70612 members 
Entering Unmasked Estep 
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Iteration 60F: 30 clusters Score -1.089208e+08 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 103232 members 
Mstep: Class 2 contains 8756 members 
Mstep: Class 3 contains 1446 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 16157 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 95138 members 
Mstep: Class 9 contains 74232 members 
Mstep: Class 10 contains 40535 members 
Mstep: Class 11 contains 4276 members 
Mstep: Class 12 contains 26736 members 
Mstep: Class 13 contains 21335 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 57984 members 
Mstep: Class 16 contains 19910 members 
Mstep: Class 17 contains 8524 members 
Mstep: Class 18 contains 4008 members 
Mstep: Class 19 contains 129778 members 
Mstep: Class 20 contains 11180 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 906 members 
Mstep: Class 23 contains 6655 members 
Mstep: Class 24 contains 12323 members 
Mstep: Class 25 contains 128797 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 7422 members 
Mstep: Class 28 contains 8294 members 
Mstep: Class 29 contains 71059 members 
Entering Unmasked Estep 
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Iteration 61Q: 30 clusters Score -1.089225e+08 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 103224 members 
Mstep: Class 2 contains 8799 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 5693 members 
Mstep: Class 5 contains 205 members 
Mstep: Class 6 contains 16150 members 
Mstep: Class 7 contains 15004 members 
Mstep: Class 8 contains 95037 members 
Mstep: Class 9 contains 73901 members 
Mstep: Class 10 contains 40339 members 
Mstep: Class 11 contains 4275 members 
Mstep: Class 12 contains 26855 members 
Mstep: Class 13 contains 21254 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 57805 members 
Mstep: Class 16 contains 19975 members 
Mstep: Class 17 contains 8520 members 
Mstep: Class 18 contains 4017 members 
Mstep: Class 19 contains 129915 members 
Mstep: Class 20 contains 11206 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 6660 members 
Mstep: Class 24 contains 12300 members 
Mstep: Class 25 contains 128724 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 7419 members 
Mstep: Class 28 contains 8300 members 
Mstep: Class 29 contains 71503 members 
Entering Unmasked Estep 
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Iteration 62Q: 30 clusters Score -1.089228e+08 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 103242 members 
Mstep: Class 2 contains 8846 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 16146 members 
Mstep: Class 7 contains 15125 members 
Mstep: Class 8 contains 94964 members 
Mstep: Class 9 contains 73577 members 
Mstep: Class 10 contains 40144 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 26952 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 349 members 
Mstep: Class 15 contains 57618 members 
Mstep: Class 16 contains 20038 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 4024 members 
Mstep: Class 19 contains 130034 members 
Mstep: Class 20 contains 11227 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 913 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 12277 members 
Mstep: Class 25 contains 128677 members 
Mstep: Class 26 contains 4722 members 
Mstep: Class 27 contains 7418 members 
Mstep: Class 28 contains 8308 members 
Mstep: Class 29 contains 71916 members 
Entering Unmasked Estep 
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Iteration 63Q: 30 clusters Score -1.089227e+08 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 8889 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 5739 members 
Mstep: Class 5 contains 208 members 
Mstep: Class 6 contains 16149 members 
Mstep: Class 7 contains 15209 members 
Mstep: Class 8 contains 94892 members 
Mstep: Class 9 contains 73257 members 
Mstep: Class 10 contains 39985 members 
Mstep: Class 11 contains 4263 members 
Mstep: Class 12 contains 27053 members 
Mstep: Class 13 contains 21111 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 57493 members 
Mstep: Class 16 contains 20092 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 4029 members 
Mstep: Class 19 contains 130150 members 
Mstep: Class 20 contains 11268 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 916 members 
Mstep: Class 23 contains 6662 members 
Mstep: Class 24 contains 12258 members 
Mstep: Class 25 contains 128576 members 
Mstep: Class 26 contains 4730 members 
Mstep: Class 27 contains 7418 members 
Mstep: Class 28 contains 8311 members 
Mstep: Class 29 contains 72274 members 
Entering Unmasked Estep 
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Iteration 64Q: 30 clusters Score -1.089228e+08 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 103301 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 5759 members 
Mstep: Class 5 contains 209 members 
Mstep: Class 6 contains 16140 members 
Mstep: Class 7 contains 15307 members 
Mstep: Class 8 contains 94829 members 
Mstep: Class 9 contains 72907 members 
Mstep: Class 10 contains 39851 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 27134 members 
Mstep: Class 13 contains 21043 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 57398 members 
Mstep: Class 16 contains 20138 members 
Mstep: Class 17 contains 8509 members 
Mstep: Class 18 contains 4034 members 
Mstep: Class 19 contains 130299 members 
Mstep: Class 20 contains 11297 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 6660 members 
Mstep: Class 24 contains 12238 members 
Mstep: Class 25 contains 128462 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 7418 members 
Mstep: Class 28 contains 8313 members 
Mstep: Class 29 contains 72642 members 
Entering Unmasked Estep 
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Iteration 65Q: 30 clusters Score -1.089233e+08 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 103344 members 
Mstep: Class 2 contains 8961 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 5791 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 16141 members 
Mstep: Class 7 contains 15391 members 
Mstep: Class 8 contains 94762 members 
Mstep: Class 9 contains 72580 members 
Mstep: Class 10 contains 39708 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 27221 members 
Mstep: Class 13 contains 20979 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 57278 members 
Mstep: Class 16 contains 20183 members 
Mstep: Class 17 contains 8504 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 130427 members 
Mstep: Class 20 contains 11327 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 6660 members 
Mstep: Class 24 contains 12203 members 
Mstep: Class 25 contains 128373 members 
Mstep: Class 26 contains 4740 members 
Mstep: Class 27 contains 7420 members 
Mstep: Class 28 contains 8306 members 
Mstep: Class 29 contains 72994 members 
Entering Unmasked Estep 
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Iteration 66Q: 30 clusters Score -1.089233e+08 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 103302 members 
Mstep: Class 2 contains 9006 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 5822 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 16135 members 
Mstep: Class 7 contains 15480 members 
Mstep: Class 8 contains 94703 members 
Mstep: Class 9 contains 72287 members 
Mstep: Class 10 contains 39573 members 
Mstep: Class 11 contains 4247 members 
Mstep: Class 12 contains 27294 members 
Mstep: Class 13 contains 20914 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 57167 members 
Mstep: Class 16 contains 20209 members 
Mstep: Class 17 contains 8501 members 
Mstep: Class 18 contains 4042 members 
Mstep: Class 19 contains 130548 members 
Mstep: Class 20 contains 11360 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 6655 members 
Mstep: Class 24 contains 12161 members 
Mstep: Class 25 contains 128347 members 
Mstep: Class 26 contains 4745 members 
Mstep: Class 27 contains 7422 members 
Mstep: Class 28 contains 8300 members 
Mstep: Class 29 contains 73363 members 
Entering Unmasked Estep 
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Iteration 67Q: 30 clusters Score -1.089232e+08 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 103246 members 
Mstep: Class 2 contains 9046 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 5845 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 16142 members 
Mstep: Class 7 contains 15556 members 
Mstep: Class 8 contains 94649 members 
Mstep: Class 9 contains 71983 members 
Mstep: Class 10 contains 39424 members 
Mstep: Class 11 contains 4241 members 
Mstep: Class 12 contains 27339 members 
Mstep: Class 13 contains 20856 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 57177 members 
Mstep: Class 16 contains 20238 members 
Mstep: Class 17 contains 8500 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 130621 members 
Mstep: Class 20 contains 11408 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 929 members 
Mstep: Class 23 contains 6656 members 
Mstep: Class 24 contains 12131 members 
Mstep: Class 25 contains 128246 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 7422 members 
Mstep: Class 28 contains 8296 members 
Mstep: Class 29 contains 73738 members 
Entering Unmasked Estep 
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Iteration 68Q: 30 clusters Score -1.089236e+08 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 103204 members 
Mstep: Class 2 contains 9104 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 16141 members 
Mstep: Class 7 contains 15624 members 
Mstep: Class 8 contains 94591 members 
Mstep: Class 9 contains 71665 members 
Mstep: Class 10 contains 39300 members 
Mstep: Class 11 contains 4237 members 
Mstep: Class 12 contains 27382 members 
Mstep: Class 13 contains 20798 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 57166 members 
Mstep: Class 16 contains 20288 members 
Mstep: Class 17 contains 8494 members 
Mstep: Class 18 contains 4066 members 
Mstep: Class 19 contains 130707 members 
Mstep: Class 20 contains 11448 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 930 members 
Mstep: Class 23 contains 6660 members 
Mstep: Class 24 contains 12089 members 
Mstep: Class 25 contains 128167 members 
Mstep: Class 26 contains 4782 members 
Mstep: Class 27 contains 7419 members 
Mstep: Class 28 contains 8293 members 
Mstep: Class 29 contains 74089 members 
Entering Unmasked Estep 
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Iteration 69Q: 30 clusters Score -1.089237e+08 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 103160 members 
Mstep: Class 2 contains 9128 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 5886 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 15697 members 
Mstep: Class 8 contains 94527 members 
Mstep: Class 9 contains 71338 members 
Mstep: Class 10 contains 39158 members 
Mstep: Class 11 contains 4235 members 
Mstep: Class 12 contains 27448 members 
Mstep: Class 13 contains 20744 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 57148 members 
Mstep: Class 16 contains 20334 members 
Mstep: Class 17 contains 8489 members 
Mstep: Class 18 contains 4072 members 
Mstep: Class 19 contains 130771 members 
Mstep: Class 20 contains 11502 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 932 members 
Mstep: Class 23 contains 6659 members 
Mstep: Class 24 contains 12049 members 
Mstep: Class 25 contains 128146 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 7418 members 
Mstep: Class 28 contains 8288 members 
Mstep: Class 29 contains 74447 members 
Entering Unmasked Estep 
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Iteration 70Q: 30 clusters Score -1.089238e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 103070 members 
Mstep: Class 2 contains 9159 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 5909 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 16151 members 
Mstep: Class 7 contains 15754 members 
Mstep: Class 8 contains 94443 members 
Mstep: Class 9 contains 71053 members 
Mstep: Class 10 contains 39006 members 
Mstep: Class 11 contains 4232 members 
Mstep: Class 12 contains 27505 members 
Mstep: Class 13 contains 20694 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 57092 members 
Mstep: Class 16 contains 20390 members 
Mstep: Class 17 contains 8486 members 
Mstep: Class 18 contains 4082 members 
Mstep: Class 19 contains 130833 members 
Mstep: Class 20 contains 11541 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 933 members 
Mstep: Class 23 contains 6659 members 
Mstep: Class 24 contains 12017 members 
Mstep: Class 25 contains 128220 members 
Mstep: Class 26 contains 4798 members 
Mstep: Class 27 contains 7415 members 
Mstep: Class 28 contains 8287 members 
Mstep: Class 29 contains 74781 members 
Entering Unmasked Estep 
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Iteration 71Q: 30 clusters Score -1.089238e+08 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 102931 members 
Mstep: Class 2 contains 9200 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 5931 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 16153 members 
Mstep: Class 7 contains 15810 members 
Mstep: Class 8 contains 94362 members 
Mstep: Class 9 contains 70750 members 
Mstep: Class 10 contains 38852 members 
Mstep: Class 11 contains 4228 members 
Mstep: Class 12 contains 27565 members 
Mstep: Class 13 contains 20649 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 57064 members 
Mstep: Class 16 contains 20456 members 
Mstep: Class 17 contains 8477 members 
Mstep: Class 18 contains 4088 members 
Mstep: Class 19 contains 130874 members 
Mstep: Class 20 contains 11576 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 933 members 
Mstep: Class 23 contains 6657 members 
Mstep: Class 24 contains 11995 members 
Mstep: Class 25 contains 128337 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 7411 members 
Mstep: Class 28 contains 8282 members 
Mstep: Class 29 contains 75120 members 
Entering Unmasked Estep 
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Iteration 72Q: 30 clusters Score -1.089238e+08 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 102801 members 
Mstep: Class 2 contains 9233 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 5950 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 16160 members 
Mstep: Class 7 contains 15866 members 
Mstep: Class 8 contains 94258 members 
Mstep: Class 9 contains 70414 members 
Mstep: Class 10 contains 38681 members 
Mstep: Class 11 contains 4231 members 
Mstep: Class 12 contains 27650 members 
Mstep: Class 13 contains 20596 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 57094 members 
Mstep: Class 16 contains 20530 members 
Mstep: Class 17 contains 8471 members 
Mstep: Class 18 contains 4096 members 
Mstep: Class 19 contains 130939 members 
Mstep: Class 20 contains 11607 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 933 members 
Mstep: Class 23 contains 6654 members 
Mstep: Class 24 contains 11962 members 
Mstep: Class 25 contains 128437 members 
Mstep: Class 26 contains 4821 members 
Mstep: Class 27 contains 7405 members 
Mstep: Class 28 contains 8277 members 
Mstep: Class 29 contains 75444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923960.000000 Penalty: 64529.214844
Iteration 73Q: 30 clusters Score -1.08924e+08 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 102611 members 
Mstep: Class 2 contains 9271 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 5975 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 16177 members 
Mstep: Class 7 contains 15928 members 
Mstep: Class 8 contains 94149 members 
Mstep: Class 9 contains 70073 members 
Mstep: Class 10 contains 38505 members 
Mstep: Class 11 contains 4235 members 
Mstep: Class 12 contains 27739 members 
Mstep: Class 13 contains 20552 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 57215 members 
Mstep: Class 16 contains 20612 members 
Mstep: Class 17 contains 8465 members 
Mstep: Class 18 contains 4102 members 
Mstep: Class 19 contains 130985 members 
Mstep: Class 20 contains 11639 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 6651 members 
Mstep: Class 24 contains 11920 members 
Mstep: Class 25 contains 128525 members 
Mstep: Class 26 contains 4826 members 
Mstep: Class 27 contains 7401 members 
Mstep: Class 28 contains 8275 members 
Mstep: Class 29 contains 75744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924424.000000 Penalty: 64529.214844
Iteration 74Q: 30 clusters Score -1.089244e+08 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 102439 members 
Mstep: Class 2 contains 9303 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 5992 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 16184 members 
Mstep: Class 7 contains 15981 members 
Mstep: Class 8 contains 94059 members 
Mstep: Class 9 contains 69697 members 
Mstep: Class 10 contains 38347 members 
Mstep: Class 11 contains 4239 members 
Mstep: Class 12 contains 27838 members 
Mstep: Class 13 contains 20501 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 57269 members 
Mstep: Class 16 contains 20677 members 
Mstep: Class 17 contains 8463 members 
Mstep: Class 18 contains 4108 members 
Mstep: Class 19 contains 131078 members 
Mstep: Class 20 contains 11673 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 6645 members 
Mstep: Class 24 contains 11865 members 
Mstep: Class 25 contains 128631 members 
Mstep: Class 26 contains 4840 members 
Mstep: Class 27 contains 7397 members 
Mstep: Class 28 contains 8266 members 
Mstep: Class 29 contains 76080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924368.000000 Penalty: 64529.214844
Iteration 75Q: 30 clusters Score -1.089244e+08 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 102267 members 
Mstep: Class 2 contains 9336 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 6008 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 16196 members 
Mstep: Class 7 contains 16042 members 
Mstep: Class 8 contains 93942 members 
Mstep: Class 9 contains 69340 members 
Mstep: Class 10 contains 38201 members 
Mstep: Class 11 contains 4242 members 
Mstep: Class 12 contains 27940 members 
Mstep: Class 13 contains 20445 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 57366 members 
Mstep: Class 16 contains 20761 members 
Mstep: Class 17 contains 8461 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 131120 members 
Mstep: Class 20 contains 11697 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 11815 members 
Mstep: Class 25 contains 128701 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 7392 members 
Mstep: Class 28 contains 8263 members 
Mstep: Class 29 contains 76421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924696.000000 Penalty: 64529.214844
Iteration 76Q: 30 clusters Score -1.089247e+08 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 102034 members 
Mstep: Class 2 contains 9371 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 6028 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 16202 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 93831 members 
Mstep: Class 9 contains 68969 members 
Mstep: Class 10 contains 38061 members 
Mstep: Class 11 contains 4241 members 
Mstep: Class 12 contains 28043 members 
Mstep: Class 13 contains 20393 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 57489 members 
Mstep: Class 16 contains 20853 members 
Mstep: Class 17 contains 8460 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 131104 members 
Mstep: Class 20 contains 11720 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 11776 members 
Mstep: Class 25 contains 128819 members 
Mstep: Class 26 contains 4863 members 
Mstep: Class 27 contains 7390 members 
Mstep: Class 28 contains 8257 members 
Mstep: Class 29 contains 76789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924800.000000 Penalty: 64529.214844
Iteration 77Q: 30 clusters Score -1.089248e+08 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 101787 members 
Mstep: Class 2 contains 9396 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 6045 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 16216 members 
Mstep: Class 7 contains 16202 members 
Mstep: Class 8 contains 93690 members 
Mstep: Class 9 contains 68561 members 
Mstep: Class 10 contains 37940 members 
Mstep: Class 11 contains 4242 members 
Mstep: Class 12 contains 28150 members 
Mstep: Class 13 contains 20336 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 57661 members 
Mstep: Class 16 contains 20952 members 
Mstep: Class 17 contains 8459 members 
Mstep: Class 18 contains 4136 members 
Mstep: Class 19 contains 131092 members 
Mstep: Class 20 contains 11743 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 11753 members 
Mstep: Class 25 contains 128937 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 7389 members 
Mstep: Class 28 contains 8254 members 
Mstep: Class 29 contains 77122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925064.000000 Penalty: 64529.214844
Iteration 78Q: 30 clusters Score -1.089251e+08 nChanged 3355
Entering ConstructFrom: 
Score: -108925064.000000 Penalty: 64529.214844
Entering ConstructFrom: 
Trying to split cluster 1 (101511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101511 members 
Entering Unmasked Estep 
Score: -12899844.000000 Penalty: 1873.287476
	Iteration 0F: 2 clusters Score -1.289984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -12833176.000000 Penalty: 3746.574951
	Iteration 0F: 3 clusters Score -1.283318e+07 nChanged 48705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -12861156.000000 Penalty: 3746.574951
	Iteration 1F: 3 clusters Score -1.286116e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -12861831.000000 Penalty: 3746.574951
	Iteration 2Q: 3 clusters Score -1.286183e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -12862691.000000 Penalty: 3746.574951
	Iteration 3Q: 3 clusters Score -1.286269e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -12863774.000000 Penalty: 3746.574951
	Iteration 4Q: 3 clusters Score -1.286377e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -12865114.000000 Penalty: 3746.574951
	Iteration 5Q: 3 clusters Score -1.286511e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -12867050.000000 Penalty: 3746.574951
	Iteration 6Q: 3 clusters Score -1.286705e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -12870169.000000 Penalty: 3746.574951
	Iteration 7F: 3 clusters Score -1.287017e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -12874533.000000 Penalty: 3746.574951
	Iteration 8F: 3 clusters Score -1.287453e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 71523 members 
Entering Unmasked Estep 
Score: -12879306.000000 Penalty: 3746.574951
	Iteration 9F: 3 clusters Score -1.287931e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -12883272.000000 Penalty: 3746.574951
	Iteration 10F: 3 clusters Score -1.288327e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 76130 members 
Entering Unmasked Estep 
Score: -12885527.000000 Penalty: 3746.574951
	Iteration 11Q: 3 clusters Score -1.288553e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 77400 members 
Entering Unmasked Estep 
Score: -12886638.000000 Penalty: 3746.574951
	Iteration 12Q: 3 clusters Score -1.288664e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 78553 members 
Entering Unmasked Estep 
Score: -12887299.000000 Penalty: 3746.574951
	Iteration 13Q: 3 clusters Score -1.28873e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -12887721.000000 Penalty: 3746.574951
	Iteration 14Q: 3 clusters Score -1.288772e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 80668 members 
Entering Unmasked Estep 
Score: -12888189.000000 Penalty: 3746.574951
	Iteration 15Q: 3 clusters Score -1.288819e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -12888595.000000 Penalty: 3746.574951
	Iteration 16Q: 3 clusters Score -1.28886e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 82693 members 
Entering Unmasked Estep 
Score: -12889041.000000 Penalty: 3746.574951
	Iteration 17Q: 3 clusters Score -1.288904e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 83772 members 
Entering Unmasked Estep 
Score: -12889504.000000 Penalty: 3746.574951
	Iteration 18Q: 3 clusters Score -1.28895e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 84911 members 
Entering Unmasked Estep 
Score: -12889991.000000 Penalty: 3746.574951
	Iteration 19Q: 3 clusters Score -1.288999e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 86030 members 
Entering Unmasked Estep 
Score: -12890521.000000 Penalty: 3746.574951
	Iteration 20F: 3 clusters Score -1.289052e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 87105 members 
Entering Unmasked Estep 
Score: -12890925.000000 Penalty: 3746.574951
	Iteration 21Q: 3 clusters Score -1.289092e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 88088 members 
Entering Unmasked Estep 
Score: -12891419.000000 Penalty: 3746.574951
	Iteration 22Q: 3 clusters Score -1.289142e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 89082 members 
Entering Unmasked Estep 
Score: -12891873.000000 Penalty: 3746.574951
	Iteration 23Q: 3 clusters Score -1.289187e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -12892324.000000 Penalty: 3746.574951
	Iteration 24Q: 3 clusters Score -1.289232e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -12892791.000000 Penalty: 3746.574951
	Iteration 25Q: 3 clusters Score -1.289279e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 91954 members 
Entering Unmasked Estep 
Score: -12893200.000000 Penalty: 3746.574951
	Iteration 26Q: 3 clusters Score -1.28932e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 92869 members 
Entering Unmasked Estep 
Score: -12893619.000000 Penalty: 3746.574951
	Iteration 27Q: 3 clusters Score -1.289362e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 93717 members 
Entering Unmasked Estep 
Score: -12894070.000000 Penalty: 3746.574951
	Iteration 28Q: 3 clusters Score -1.289407e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -12894476.000000 Penalty: 3746.574951
	Iteration 29Q: 3 clusters Score -1.289448e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
Score: -12894901.000000 Penalty: 3746.574951
	Iteration 30Q: 3 clusters Score -1.28949e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 95946 members 
Entering Unmasked Estep 
Score: -12895334.000000 Penalty: 3746.574951
	Iteration 31Q: 3 clusters Score -1.289533e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 96613 members 
Entering Unmasked Estep 
Score: -12895686.000000 Penalty: 3746.574951
	Iteration 32Q: 3 clusters Score -1.289569e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 97212 members 
Entering Unmasked Estep 
Score: -12896066.000000 Penalty: 3746.574951
	Iteration 33Q: 3 clusters Score -1.289607e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -12896353.000000 Penalty: 3746.574951
	Iteration 34Q: 3 clusters Score -1.289635e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 98173 members 
Entering Unmasked Estep 
Score: -12896607.000000 Penalty: 3746.574951
	Iteration 35Q: 3 clusters Score -1.289661e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 98544 members 
Entering Unmasked Estep 
Score: -12896812.000000 Penalty: 3746.574951
	Iteration 36Q: 3 clusters Score -1.289681e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 98848 members 
Entering Unmasked Estep 
Score: -12897008.000000 Penalty: 3746.574951
	Iteration 37Q: 3 clusters Score -1.289701e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 99117 members 
Entering Unmasked Estep 
Score: -12897165.000000 Penalty: 3746.574951
	Iteration 38Q: 3 clusters Score -1.289716e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 99347 members 
Entering Unmasked Estep 
Score: -12897288.000000 Penalty: 3746.574951
	Iteration 39Q: 3 clusters Score -1.289729e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 99533 members 
Entering Unmasked Estep 
Score: -12897413.000000 Penalty: 3746.574951
	Iteration 40F: 3 clusters Score -1.289741e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 99689 members 
Entering Unmasked Estep 
Score: -12897507.000000 Penalty: 3746.574951
	Iteration 41Q: 3 clusters Score -1.289751e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 99838 members 
Entering Unmasked Estep 
Score: -12897626.000000 Penalty: 3746.574951
	Iteration 42Q: 3 clusters Score -1.289763e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 99965 members 
Entering Unmasked Estep 
Score: -12897716.000000 Penalty: 3746.574951
	Iteration 43Q: 3 clusters Score -1.289772e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 100086 members 
Entering Unmasked Estep 
Score: -12897809.000000 Penalty: 3746.574951
	Iteration 44Q: 3 clusters Score -1.289781e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -12897871.000000 Penalty: 3746.574951
	Iteration 45Q: 3 clusters Score -1.289787e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 100228 members 
Entering Unmasked Estep 
Score: -12897938.000000 Penalty: 3746.574951
	Iteration 46Q: 3 clusters Score -1.289794e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 100294 members 
Entering Unmasked Estep 
Score: -12897988.000000 Penalty: 3746.574951
	Iteration 47Q: 3 clusters Score -1.289799e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -12898023.000000 Penalty: 3746.574951
	Iteration 48Q: 3 clusters Score -1.289802e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 100383 members 
Entering Unmasked Estep 
Score: -12898050.000000 Penalty: 3746.574951
	Iteration 49Q: 3 clusters Score -1.289805e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -12898073.000000 Penalty: 3746.574951
	Iteration 50Q: 3 clusters Score -1.289807e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 100446 members 
Entering Unmasked Estep 
Score: -12898096.000000 Penalty: 3746.574951
	Iteration 51Q: 3 clusters Score -1.28981e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 100469 members 
Entering Unmasked Estep 
Score: -12898107.000000 Penalty: 3746.574951
	Iteration 52Q: 3 clusters Score -1.289811e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 100493 members 
Entering Unmasked Estep 
Score: -12898140.000000 Penalty: 3746.574951
	Iteration 53Q: 3 clusters Score -1.289814e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 100509 members 
Entering Unmasked Estep 
Score: -12898161.000000 Penalty: 3746.574951
	Iteration 54Q: 3 clusters Score -1.289816e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 100519 members 
Entering Unmasked Estep 
Score: -12898174.000000 Penalty: 3746.574951
	Iteration 55Q: 3 clusters Score -1.289817e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 100531 members 
Entering Unmasked Estep 
Score: -12898185.000000 Penalty: 3746.574951
	Iteration 56Q: 3 clusters Score -1.289818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -12898186.000000 Penalty: 3746.574951
	Iteration 57Q: 3 clusters Score -1.289819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 100547 members 
Entering Unmasked Estep 
Score: -12898199.000000 Penalty: 3746.574951
	Iteration 58Q: 3 clusters Score -1.28982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
Score: -12898196.000000 Penalty: 3746.574951
	Iteration 59Q: 3 clusters Score -1.28982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 100552 members 
Entering Unmasked Estep 
Score: -12898204.000000 Penalty: 3746.574951
	Iteration 60F: 3 clusters Score -1.28982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 100557 members 
Entering Unmasked Estep 
Score: -12898210.000000 Penalty: 3746.574951
	Iteration 61Q: 3 clusters Score -1.289821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 100553 members 
Entering Unmasked Estep 
Score: -12898212.000000 Penalty: 3746.574951
	Iteration 62Q: 3 clusters Score -1.289821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 100549 members 
Entering Unmasked Estep 
Score: -12898205.000000 Penalty: 3746.574951
	Iteration 63Q: 3 clusters Score -1.28982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 100554 members 
Entering Unmasked Estep 
Score: -12898218.000000 Penalty: 3746.574951
	Iteration 64Q: 3 clusters Score -1.289822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 100561 members 
Entering Unmasked Estep 
Score: -12898217.000000 Penalty: 3746.574951
	Iteration 65Q: 3 clusters Score -1.289822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 100565 members 
Entering Unmasked Estep 
Score: -12898211.000000 Penalty: 3746.574951
	Iteration 66Q: 3 clusters Score -1.289821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -12898224.000000 Penalty: 3746.574951
	Iteration 67Q: 3 clusters Score -1.289822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 100564 members 
Entering Unmasked Estep 
Score: -12898230.000000 Penalty: 3746.574951
	Iteration 68Q: 3 clusters Score -1.289823e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 100561 members 
Entering Unmasked Estep 
Score: -12898229.000000 Penalty: 3746.574951
	Iteration 69Q: 3 clusters Score -1.289823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 100564 members 
Entering Unmasked Estep 
Score: -12898243.000000 Penalty: 3746.574951
	Iteration 70Q: 3 clusters Score -1.289824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 100565 members 
Entering Unmasked Estep 
Score: -12898242.000000 Penalty: 3746.574951
	Iteration 71Q: 3 clusters Score -1.289824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -12898244.000000 Penalty: 3746.574951
	Iteration 72Q: 3 clusters Score -1.289824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -12898239.000000 Penalty: 3746.574951
	Iteration 73Q: 3 clusters Score -1.289824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 100572 members 
Entering Unmasked Estep 
Score: -12898253.000000 Penalty: 3746.574951
	Iteration 74Q: 3 clusters Score -1.289825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 100577 members 
Entering Unmasked Estep 
Score: -12898269.000000 Penalty: 3746.574951
	Iteration 75Q: 3 clusters Score -1.289827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 100580 members 
Entering Unmasked Estep 
Score: -12898284.000000 Penalty: 3746.574951
	Iteration 76Q: 3 clusters Score -1.289828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 100581 members 
Entering Unmasked Estep 
Score: -12898289.000000 Penalty: 3746.574951
	Iteration 77Q: 3 clusters Score -1.289829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 100585 members 
Entering Unmasked Estep 
Score: -12898284.000000 Penalty: 3746.574951
	Iteration 78Q: 3 clusters Score -1.289828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 100591 members 
Entering Unmasked Estep 
Score: -12898286.000000 Penalty: 3746.574951
	Iteration 79Q: 3 clusters Score -1.289829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 100593 members 
Entering Unmasked Estep 
Score: -12898292.000000 Penalty: 3746.574951
	Iteration 80F: 3 clusters Score -1.289829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -12898294.000000 Penalty: 3746.574951
	Iteration 81Q: 3 clusters Score -1.289829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 100598 members 
Entering Unmasked Estep 
Score: -12898291.000000 Penalty: 3746.574951
	Iteration 82Q: 3 clusters Score -1.289829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 100597 members 
Entering Unmasked Estep 
Score: -12898291.000000 Penalty: 3746.574951
	Iteration 83Q: 3 clusters Score -1.289829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -12898294.000000 Penalty: 3746.574951
	Iteration 84Q: 3 clusters Score -1.289829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -12898294.000000 Penalty: 3746.574951
	Iteration 85F: 3 clusters Score -1.289829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Entering Unmasked Estep 
Score: -1195721.125000 Penalty: 1487.091553
	Iteration 0F: 2 clusters Score -1195721 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 4694 members 
Entering Unmasked Estep 
Score: -1188893.625000 Penalty: 2974.183105
	Iteration 0F: 3 clusters Score -1188894 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1190978.375000 Penalty: 2974.183105
	Iteration 1F: 3 clusters Score -1190978 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1191263.875000 Penalty: 2974.183105
	Iteration 2F: 3 clusters Score -1191264 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1191580.125000 Penalty: 2974.183105
	Iteration 3F: 3 clusters Score -1191580 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1191878.000000 Penalty: 2974.183105
	Iteration 4F: 3 clusters Score -1191878 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1192220.500000 Penalty: 2974.183105
	Iteration 5F: 3 clusters Score -1192220 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1192520.125000 Penalty: 2974.183105
	Iteration 6F: 3 clusters Score -1192520 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1192779.000000 Penalty: 2974.183105
	Iteration 7Q: 3 clusters Score -1192779 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1192973.125000 Penalty: 2974.183105
	Iteration 8Q: 3 clusters Score -1192973 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1193118.500000 Penalty: 2974.183105
	Iteration 9Q: 3 clusters Score -1193118 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1193255.500000 Penalty: 2974.183105
	Iteration 10Q: 3 clusters Score -1193256 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1193405.125000 Penalty: 2974.183105
	Iteration 11Q: 3 clusters Score -1193405 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1193560.375000 Penalty: 2974.183105
	Iteration 12Q: 3 clusters Score -1193560 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1193697.500000 Penalty: 2974.183105
	Iteration 13Q: 3 clusters Score -1193698 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1193814.125000 Penalty: 2974.183105
	Iteration 14Q: 3 clusters Score -1193814 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1193924.125000 Penalty: 2974.183105
	Iteration 15Q: 3 clusters Score -1193924 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1193995.375000 Penalty: 2974.183105
	Iteration 16Q: 3 clusters Score -1193995 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1194050.250000 Penalty: 2974.183105
	Iteration 17Q: 3 clusters Score -1194050 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1194095.250000 Penalty: 2974.183105
	Iteration 18Q: 3 clusters Score -1194095 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1194131.500000 Penalty: 2974.183105
	Iteration 19Q: 3 clusters Score -1194132 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1194169.250000 Penalty: 2974.183105
	Iteration 20F: 3 clusters Score -1194169 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1194192.125000 Penalty: 2974.183105
	Iteration 21Q: 3 clusters Score -1194192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1194209.875000 Penalty: 2974.183105
	Iteration 22Q: 3 clusters Score -1194210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1194226.250000 Penalty: 2974.183105
	Iteration 23Q: 3 clusters Score -1194226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1194231.750000 Penalty: 2974.183105
	Iteration 24Q: 3 clusters Score -1194232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1194238.000000 Penalty: 2974.183105
	Iteration 25Q: 3 clusters Score -1194238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1194244.375000 Penalty: 2974.183105
	Iteration 26Q: 3 clusters Score -1194244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1194246.125000 Penalty: 2974.183105
	Iteration 27Q: 3 clusters Score -1194246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1194249.875000 Penalty: 2974.183105
	Iteration 28Q: 3 clusters Score -1194250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1194255.625000 Penalty: 2974.183105
	Iteration 29Q: 3 clusters Score -1194256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1194259.250000 Penalty: 2974.183105
	Iteration 30Q: 3 clusters Score -1194259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1194260.500000 Penalty: 2974.183105
	Iteration 31Q: 3 clusters Score -1194260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1194263.625000 Penalty: 2974.183105
	Iteration 32Q: 3 clusters Score -1194264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1194264.875000 Penalty: 2974.183105
	Iteration 33Q: 3 clusters Score -1194265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1194270.375000 Penalty: 2974.183105
	Iteration 34Q: 3 clusters Score -1194270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1194268.125000 Penalty: 2974.183105
	Iteration 35Q: 3 clusters Score -1194268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1194269.875000 Penalty: 2974.183105
	Iteration 36Q: 3 clusters Score -1194270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1194270.875000 Penalty: 2974.183105
	Iteration 37Q: 3 clusters Score -1194271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1194268.125000 Penalty: 2974.183105
	Iteration 38Q: 3 clusters Score -1194268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1194269.250000 Penalty: 2974.183105
	Iteration 39Q: 3 clusters Score -1194269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1194270.875000 Penalty: 2974.183105
	Iteration 40F: 3 clusters Score -1194271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1194270.750000 Penalty: 2974.183105
	Iteration 41Q: 3 clusters Score -1194271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1194272.000000 Penalty: 2974.183105
	Iteration 42Q: 3 clusters Score -1194272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1194272.000000 Penalty: 2974.183105
	Iteration 43F: 3 clusters Score -1194272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Entering Unmasked Estep 
Score: -173781.875000 Penalty: 1182.215454
	Iteration 0F: 2 clusters Score -173781.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -172025.234375 Penalty: 2364.430908
	Iteration 0F: 3 clusters Score -172025.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -172404.390625 Penalty: 2364.430908
	Iteration 1F: 3 clusters Score -172404.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -172523.765625 Penalty: 2364.430908
	Iteration 2F: 3 clusters Score -172523.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -172603.515625 Penalty: 2364.430908
	Iteration 3F: 3 clusters Score -172603.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -172663.703125 Penalty: 2364.430908
	Iteration 4Q: 3 clusters Score -172663.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -172714.046875 Penalty: 2364.430908
	Iteration 5Q: 3 clusters Score -172714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -172756.078125 Penalty: 2364.430908
	Iteration 6Q: 3 clusters Score -172756.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -172790.437500 Penalty: 2364.430908
	Iteration 7Q: 3 clusters Score -172790.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -172817.296875 Penalty: 2364.430908
	Iteration 8Q: 3 clusters Score -172817.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -172841.390625 Penalty: 2364.430908
	Iteration 9Q: 3 clusters Score -172841.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -172862.109375 Penalty: 2364.430908
	Iteration 10Q: 3 clusters Score -172862.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -172873.109375 Penalty: 2364.430908
	Iteration 11Q: 3 clusters Score -172873.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -172884.718750 Penalty: 2364.430908
	Iteration 12Q: 3 clusters Score -172884.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -172894.953125 Penalty: 2364.430908
	Iteration 13Q: 3 clusters Score -172895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -172901.312500 Penalty: 2364.430908
	Iteration 14Q: 3 clusters Score -172901.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -172902.578125 Penalty: 2364.430908
	Iteration 15Q: 3 clusters Score -172902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -172902.843750 Penalty: 2364.430908
	Iteration 16Q: 3 clusters Score -172902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -172904.343750 Penalty: 2364.430908
	Iteration 17Q: 3 clusters Score -172904.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -172905.859375 Penalty: 2364.430908
	Iteration 18Q: 3 clusters Score -172905.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -172906.890625 Penalty: 2364.430908
	Iteration 19Q: 3 clusters Score -172906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -172907.968750 Penalty: 2364.430908
	Iteration 20F: 3 clusters Score -172908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -172908.890625 Penalty: 2364.430908
	Iteration 21Q: 3 clusters Score -172908.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -172908.890625 Penalty: 2364.430908
	Iteration 22F: 3 clusters Score -172908.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Entering Unmasked Estep 
Score: -667405.812500 Penalty: 1415.395264
	Iteration 0F: 2 clusters Score -667405.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -662782.875000 Penalty: 2830.790527
	Iteration 0F: 3 clusters Score -662782.9 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -664598.687500 Penalty: 2830.790527
	Iteration 1F: 3 clusters Score -664598.7 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -665340.937500 Penalty: 2830.790527
	Iteration 2F: 3 clusters Score -665340.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -665975.687500 Penalty: 2830.790527
	Iteration 3F: 3 clusters Score -665975.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -666392.125000 Penalty: 2830.790527
	Iteration 4F: 3 clusters Score -666392.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -666639.500000 Penalty: 2830.790527
	Iteration 5Q: 3 clusters Score -666639.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -666785.750000 Penalty: 2830.790527
	Iteration 6Q: 3 clusters Score -666785.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -666868.187500 Penalty: 2830.790527
	Iteration 7Q: 3 clusters Score -666868.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -666941.312500 Penalty: 2830.790527
	Iteration 8Q: 3 clusters Score -666941.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -667009.250000 Penalty: 2830.790527
	Iteration 9Q: 3 clusters Score -667009.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -667066.062500 Penalty: 2830.790527
	Iteration 10Q: 3 clusters Score -667066.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -667121.062500 Penalty: 2830.790527
	Iteration 11Q: 3 clusters Score -667121.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -667178.375000 Penalty: 2830.790527
	Iteration 12Q: 3 clusters Score -667178.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -667218.562500 Penalty: 2830.790527
	Iteration 13Q: 3 clusters Score -667218.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -667236.125000 Penalty: 2830.790527
	Iteration 14Q: 3 clusters Score -667236.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -667244.000000 Penalty: 2830.790527
	Iteration 15Q: 3 clusters Score -667244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -667250.562500 Penalty: 2830.790527
	Iteration 16Q: 3 clusters Score -667250.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -667256.687500 Penalty: 2830.790527
	Iteration 17Q: 3 clusters Score -667256.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -667261.937500 Penalty: 2830.790527
	Iteration 18Q: 3 clusters Score -667261.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -667269.125000 Penalty: 2830.790527
	Iteration 19Q: 3 clusters Score -667269.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -667270.187500 Penalty: 2830.790527
	Iteration 20F: 3 clusters Score -667270.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -667271.937500 Penalty: 2830.790527
	Iteration 21Q: 3 clusters Score -667271.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -667272.375000 Penalty: 2830.790527
	Iteration 22Q: 3 clusters Score -667272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -667272.687500 Penalty: 2830.790527
	Iteration 23Q: 3 clusters Score -667272.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -667272.687500 Penalty: 2830.790527
	Iteration 24F: 3 clusters Score -667272.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -18284.464844 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -18284.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17652.335938 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -17652.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17815.292969 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -17815.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17849.554688 Penalty: 1726.791992
	Iteration 2F: 3 clusters Score -17849.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17875.156250 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -17875.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17882.066406 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -17882.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17895.113281 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -17895.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -17916.201172 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -17916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -17916.201172 Penalty: 1726.791992
	Iteration 7F: 3 clusters Score -17916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Entering Unmasked Estep 
Score: -2041656.000000 Penalty: 1575.345215
	Iteration 0F: 2 clusters Score -2041656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2030459.250000 Penalty: 3150.690430
	Iteration 0F: 3 clusters Score -2030459 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2034435.750000 Penalty: 3150.690430
	Iteration 1F: 3 clusters Score -2034436 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2034744.625000 Penalty: 3150.690430
	Iteration 2F: 3 clusters Score -2034745 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2035065.875000 Penalty: 3150.690430
	Iteration 3Q: 3 clusters Score -2035066 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2035405.000000 Penalty: 3150.690430
	Iteration 4Q: 3 clusters Score -2035405 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2035819.000000 Penalty: 3150.690430
	Iteration 5Q: 3 clusters Score -2035819 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2036357.750000 Penalty: 3150.690430
	Iteration 6F: 3 clusters Score -2036358 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2036998.250000 Penalty: 3150.690430
	Iteration 7F: 3 clusters Score -2036998 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2037605.125000 Penalty: 3150.690430
	Iteration 8F: 3 clusters Score -2037605 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2038036.000000 Penalty: 3150.690430
	Iteration 9Q: 3 clusters Score -2038036 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2038305.750000 Penalty: 3150.690430
	Iteration 10Q: 3 clusters Score -2038306 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2038500.875000 Penalty: 3150.690430
	Iteration 11Q: 3 clusters Score -2038501 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2038645.125000 Penalty: 3150.690430
	Iteration 12Q: 3 clusters Score -2038645 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2038755.875000 Penalty: 3150.690430
	Iteration 13Q: 3 clusters Score -2038756 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2038853.750000 Penalty: 3150.690430
	Iteration 14Q: 3 clusters Score -2038854 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2038927.000000 Penalty: 3150.690430
	Iteration 15Q: 3 clusters Score -2038927 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2038983.375000 Penalty: 3150.690430
	Iteration 16Q: 3 clusters Score -2038983 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2039036.500000 Penalty: 3150.690430
	Iteration 17Q: 3 clusters Score -2039036 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2039085.250000 Penalty: 3150.690430
	Iteration 18Q: 3 clusters Score -2039085 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2039130.375000 Penalty: 3150.690430
	Iteration 19Q: 3 clusters Score -2039130 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2039173.625000 Penalty: 3150.690430
	Iteration 20F: 3 clusters Score -2039174 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2039225.000000 Penalty: 3150.690430
	Iteration 21Q: 3 clusters Score -2039225 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2039290.750000 Penalty: 3150.690430
	Iteration 22Q: 3 clusters Score -2039291 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2039357.750000 Penalty: 3150.690430
	Iteration 23Q: 3 clusters Score -2039358 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2039420.375000 Penalty: 3150.690430
	Iteration 24Q: 3 clusters Score -2039420 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2039476.500000 Penalty: 3150.690430
	Iteration 25Q: 3 clusters Score -2039476 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2039538.625000 Penalty: 3150.690430
	Iteration 26Q: 3 clusters Score -2039539 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2039599.000000 Penalty: 3150.690430
	Iteration 27Q: 3 clusters Score -2039599 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2039660.750000 Penalty: 3150.690430
	Iteration 28Q: 3 clusters Score -2039661 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2039727.875000 Penalty: 3150.690430
	Iteration 29Q: 3 clusters Score -2039728 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2039796.125000 Penalty: 3150.690430
	Iteration 30Q: 3 clusters Score -2039796 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2039886.500000 Penalty: 3150.690430
	Iteration 31Q: 3 clusters Score -2039886 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2039955.500000 Penalty: 3150.690430
	Iteration 32Q: 3 clusters Score -2039956 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2040016.875000 Penalty: 3150.690430
	Iteration 33Q: 3 clusters Score -2040017 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2040069.375000 Penalty: 3150.690430
	Iteration 34Q: 3 clusters Score -2040069 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2040110.750000 Penalty: 3150.690430
	Iteration 35Q: 3 clusters Score -2040111 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2040151.500000 Penalty: 3150.690430
	Iteration 36Q: 3 clusters Score -2040152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2040196.875000 Penalty: 3150.690430
	Iteration 37Q: 3 clusters Score -2040197 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2040222.250000 Penalty: 3150.690430
	Iteration 38Q: 3 clusters Score -2040222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2040249.625000 Penalty: 3150.690430
	Iteration 39Q: 3 clusters Score -2040250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2040274.875000 Penalty: 3150.690430
	Iteration 40F: 3 clusters Score -2040275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2040290.625000 Penalty: 3150.690430
	Iteration 41Q: 3 clusters Score -2040291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2040317.375000 Penalty: 3150.690430
	Iteration 42Q: 3 clusters Score -2040317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2040335.375000 Penalty: 3150.690430
	Iteration 43Q: 3 clusters Score -2040335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2040340.500000 Penalty: 3150.690430
	Iteration 44Q: 3 clusters Score -2040340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2040348.000000 Penalty: 3150.690430
	Iteration 45Q: 3 clusters Score -2040348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2040347.000000 Penalty: 3150.690430
	Iteration 46Q: 3 clusters Score -2040347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2040351.500000 Penalty: 3150.690430
	Iteration 47Q: 3 clusters Score -2040352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2040351.250000 Penalty: 3150.690430
	Iteration 48Q: 3 clusters Score -2040351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2040351.250000 Penalty: 3150.690430
	Iteration 49F: 3 clusters Score -2040351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Entering Unmasked Estep 
Score: -2086255.750000 Penalty: 1575.685303
	Iteration 0F: 2 clusters Score -2086256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2074994.875000 Penalty: 3151.370605
	Iteration 0F: 3 clusters Score -2074995 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2079015.625000 Penalty: 3151.370605
	Iteration 1F: 3 clusters Score -2079016 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2079317.875000 Penalty: 3151.370605
	Iteration 2F: 3 clusters Score -2079318 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2079594.000000 Penalty: 3151.370605
	Iteration 3Q: 3 clusters Score -2079594 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2079873.375000 Penalty: 3151.370605
	Iteration 4Q: 3 clusters Score -2079873 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2080166.125000 Penalty: 3151.370605
	Iteration 5Q: 3 clusters Score -2080166 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2080485.250000 Penalty: 3151.370605
	Iteration 6Q: 3 clusters Score -2080485 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2080837.375000 Penalty: 3151.370605
	Iteration 7Q: 3 clusters Score -2080837 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2081237.000000 Penalty: 3151.370605
	Iteration 8Q: 3 clusters Score -2081237 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2081678.875000 Penalty: 3151.370605
	Iteration 9Q: 3 clusters Score -2081679 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2082110.375000 Penalty: 3151.370605
	Iteration 10Q: 3 clusters Score -2082110 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2082485.125000 Penalty: 3151.370605
	Iteration 11Q: 3 clusters Score -2082485 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2082844.875000 Penalty: 3151.370605
	Iteration 12Q: 3 clusters Score -2082845 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2083199.750000 Penalty: 3151.370605
	Iteration 13Q: 3 clusters Score -2083200 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2083566.250000 Penalty: 3151.370605
	Iteration 14Q: 3 clusters Score -2083566 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2083945.875000 Penalty: 3151.370605
	Iteration 15Q: 3 clusters Score -2083946 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2084254.875000 Penalty: 3151.370605
	Iteration 16Q: 3 clusters Score -2084255 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2084537.125000 Penalty: 3151.370605
	Iteration 17Q: 3 clusters Score -2084537 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2084758.875000 Penalty: 3151.370605
	Iteration 18Q: 3 clusters Score -2084759 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2084924.750000 Penalty: 3151.370605
	Iteration 19Q: 3 clusters Score -2084925 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2085014.125000 Penalty: 3151.370605
	Iteration 20F: 3 clusters Score -2085014 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2085068.125000 Penalty: 3151.370605
	Iteration 21Q: 3 clusters Score -2085068 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2085102.125000 Penalty: 3151.370605
	Iteration 22Q: 3 clusters Score -2085102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2085117.500000 Penalty: 3151.370605
	Iteration 23Q: 3 clusters Score -2085118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2085129.000000 Penalty: 3151.370605
	Iteration 24Q: 3 clusters Score -2085129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2085135.500000 Penalty: 3151.370605
	Iteration 25Q: 3 clusters Score -2085136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2085140.250000 Penalty: 3151.370605
	Iteration 26Q: 3 clusters Score -2085140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2085143.500000 Penalty: 3151.370605
	Iteration 27Q: 3 clusters Score -2085144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2085147.875000 Penalty: 3151.370605
	Iteration 28Q: 3 clusters Score -2085148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2085149.750000 Penalty: 3151.370605
	Iteration 29Q: 3 clusters Score -2085150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2085153.750000 Penalty: 3151.370605
	Iteration 30Q: 3 clusters Score -2085154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2085155.375000 Penalty: 3151.370605
	Iteration 31Q: 3 clusters Score -2085155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2085155.000000 Penalty: 3151.370605
	Iteration 32Q: 3 clusters Score -2085155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2085155.000000 Penalty: 3151.370605
	Iteration 33F: 3 clusters Score -2085155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93574 members 
Entering Unmasked Estep 
Score: -11971345.000000 Penalty: 1860.057495
	Iteration 0F: 2 clusters Score -1.197134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -11910123.000000 Penalty: 3720.114990
	Iteration 0F: 3 clusters Score -1.191012e+07 nChanged 44668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -11935627.000000 Penalty: 3720.114990
	Iteration 1F: 3 clusters Score -1.193563e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -11936860.000000 Penalty: 3720.114990
	Iteration 2Q: 3 clusters Score -1.193686e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -11938262.000000 Penalty: 3720.114990
	Iteration 3Q: 3 clusters Score -1.193826e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -11940161.000000 Penalty: 3720.114990
	Iteration 4Q: 3 clusters Score -1.194016e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -11943000.000000 Penalty: 3720.114990
	Iteration 5F: 3 clusters Score -1.1943e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -11947391.000000 Penalty: 3720.114990
	Iteration 6F: 3 clusters Score -1.194739e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -11952929.000000 Penalty: 3720.114990
	Iteration 7F: 3 clusters Score -1.195293e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 81710 members 
Entering Unmasked Estep 
Score: -11958950.000000 Penalty: 3720.114990
	Iteration 8F: 3 clusters Score -1.195895e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -11964304.000000 Penalty: 3720.114990
	Iteration 9F: 3 clusters Score -1.19643e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 90897 members 
Entering Unmasked Estep 
Score: -11967581.000000 Penalty: 3720.114990
	Iteration 10Q: 3 clusters Score -1.196758e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 92459 members 
Entering Unmasked Estep 
Score: -11968907.000000 Penalty: 3720.114990
	Iteration 11Q: 3 clusters Score -1.196891e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -11969463.000000 Penalty: 3720.114990
	Iteration 12Q: 3 clusters Score -1.196946e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 93193 members 
Entering Unmasked Estep 
Score: -11969708.000000 Penalty: 3720.114990
	Iteration 13Q: 3 clusters Score -1.196971e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 93249 members 
Entering Unmasked Estep 
Score: -11969822.000000 Penalty: 3720.114990
	Iteration 14Q: 3 clusters Score -1.196982e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 93270 members 
Entering Unmasked Estep 
Score: -11969884.000000 Penalty: 3720.114990
	Iteration 15Q: 3 clusters Score -1.196988e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 93280 members 
Entering Unmasked Estep 
Score: -11969926.000000 Penalty: 3720.114990
	Iteration 16Q: 3 clusters Score -1.196993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
Score: -11969935.000000 Penalty: 3720.114990
	Iteration 17Q: 3 clusters Score -1.196994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 93283 members 
Entering Unmasked Estep 
Score: -11969949.000000 Penalty: 3720.114990
	Iteration 18Q: 3 clusters Score -1.196995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -11969958.000000 Penalty: 3720.114990
	Iteration 19Q: 3 clusters Score -1.196996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -11969970.000000 Penalty: 3720.114990
	Iteration 20F: 3 clusters Score -1.196997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
Score: -11969983.000000 Penalty: 3720.114990
	Iteration 21Q: 3 clusters Score -1.196998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 93288 members 
Entering Unmasked Estep 
Score: -11969975.000000 Penalty: 3720.114990
	Iteration 22Q: 3 clusters Score -1.196998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -11969980.000000 Penalty: 3720.114990
	Iteration 23Q: 3 clusters Score -1.196998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -11969979.000000 Penalty: 3720.114990
	Iteration 24Q: 3 clusters Score -1.196998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -11969983.000000 Penalty: 3720.114990
	Iteration 25Q: 3 clusters Score -1.196998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 93291 members 
Entering Unmasked Estep 
Score: -11969985.000000 Penalty: 3720.114990
	Iteration 26Q: 3 clusters Score -1.196998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 93291 members 
Entering Unmasked Estep 
Score: -11969985.000000 Penalty: 3720.114990
	Iteration 27F: 3 clusters Score -1.196998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (68119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68119 members 
Entering Unmasked Estep 
Score: -8666466.000000 Penalty: 1808.464355
	Iteration 0F: 2 clusters Score -8666466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -8620716.000000 Penalty: 3616.928711
	Iteration 0F: 3 clusters Score -8620716 nChanged 32307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -8639320.000000 Penalty: 3616.928711
	Iteration 1F: 3 clusters Score -8639320 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -8640038.000000 Penalty: 3616.928711
	Iteration 2Q: 3 clusters Score -8640038 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -8640926.000000 Penalty: 3616.928711
	Iteration 3Q: 3 clusters Score -8640926 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -8641992.000000 Penalty: 3616.928711
	Iteration 4Q: 3 clusters Score -8641992 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -8643304.000000 Penalty: 3616.928711
	Iteration 5Q: 3 clusters Score -8643304 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -8645034.000000 Penalty: 3616.928711
	Iteration 6Q: 3 clusters Score -8645034 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -8647083.000000 Penalty: 3616.928711
	Iteration 7F: 3 clusters Score -8647083 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -8649436.000000 Penalty: 3616.928711
	Iteration 8F: 3 clusters Score -8649436 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -8651754.000000 Penalty: 3616.928711
	Iteration 9F: 3 clusters Score -8651754 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -8653353.000000 Penalty: 3616.928711
	Iteration 10Q: 3 clusters Score -8653353 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -8654231.000000 Penalty: 3616.928711
	Iteration 11Q: 3 clusters Score -8654231 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -8654640.000000 Penalty: 3616.928711
	Iteration 12Q: 3 clusters Score -8654640 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -8654916.000000 Penalty: 3616.928711
	Iteration 13Q: 3 clusters Score -8654916 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -8655159.000000 Penalty: 3616.928711
	Iteration 14Q: 3 clusters Score -8655159 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -8655364.000000 Penalty: 3616.928711
	Iteration 15Q: 3 clusters Score -8655364 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -8655573.000000 Penalty: 3616.928711
	Iteration 16Q: 3 clusters Score -8655573 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -8655829.000000 Penalty: 3616.928711
	Iteration 17Q: 3 clusters Score -8655829 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -8656030.000000 Penalty: 3616.928711
	Iteration 18Q: 3 clusters Score -8656030 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -8656309.000000 Penalty: 3616.928711
	Iteration 19Q: 3 clusters Score -8656309 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -8656530.000000 Penalty: 3616.928711
	Iteration 20F: 3 clusters Score -8656530 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -8656852.000000 Penalty: 3616.928711
	Iteration 21Q: 3 clusters Score -8656852 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -8657129.000000 Penalty: 3616.928711
	Iteration 22Q: 3 clusters Score -8657129 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -8657392.000000 Penalty: 3616.928711
	Iteration 23Q: 3 clusters Score -8657392 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -8657718.000000 Penalty: 3616.928711
	Iteration 24Q: 3 clusters Score -8657718 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -8657991.000000 Penalty: 3616.928711
	Iteration 25Q: 3 clusters Score -8657991 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -8658302.000000 Penalty: 3616.928711
	Iteration 26Q: 3 clusters Score -8658302 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -8658606.000000 Penalty: 3616.928711
	Iteration 27Q: 3 clusters Score -8658606 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -8658977.000000 Penalty: 3616.928711
	Iteration 28Q: 3 clusters Score -8658977 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -8659383.000000 Penalty: 3616.928711
	Iteration 29Q: 3 clusters Score -8659383 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -8659728.000000 Penalty: 3616.928711
	Iteration 30Q: 3 clusters Score -8659728 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57045 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -8660034.000000 Penalty: 3616.928711
	Iteration 31Q: 3 clusters Score -8660034 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -8660403.000000 Penalty: 3616.928711
	Iteration 32Q: 3 clusters Score -8660403 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -8660816.000000 Penalty: 3616.928711
	Iteration 33Q: 3 clusters Score -8660816 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59923 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -8661163.000000 Penalty: 3616.928711
	Iteration 34Q: 3 clusters Score -8661163 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -8661612.000000 Penalty: 3616.928711
	Iteration 35Q: 3 clusters Score -8661612 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -8662064.000000 Penalty: 3616.928711
	Iteration 36Q: 3 clusters Score -8662064 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -8662559.000000 Penalty: 3616.928711
	Iteration 37Q: 3 clusters Score -8662559 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -8663055.000000 Penalty: 3616.928711
	Iteration 38Q: 3 clusters Score -8663055 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -8663472.000000 Penalty: 3616.928711
	Iteration 39Q: 3 clusters Score -8663472 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -8663882.000000 Penalty: 3616.928711
	Iteration 40F: 3 clusters Score -8663882 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -8664260.000000 Penalty: 3616.928711
	Iteration 41Q: 3 clusters Score -8664260 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66149 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -8664575.000000 Penalty: 3616.928711
	Iteration 42Q: 3 clusters Score -8664575 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8664760.000000 Penalty: 3616.928711
	Iteration 43Q: 3 clusters Score -8664760 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66745 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8664923.000000 Penalty: 3616.928711
	Iteration 44Q: 3 clusters Score -8664923 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66916 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8665043.000000 Penalty: 3616.928711
	Iteration 45Q: 3 clusters Score -8665043 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8665169.000000 Penalty: 3616.928711
	Iteration 46Q: 3 clusters Score -8665169 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8665228.000000 Penalty: 3616.928711
	Iteration 47Q: 3 clusters Score -8665228 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67219 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8665301.000000 Penalty: 3616.928711
	Iteration 48Q: 3 clusters Score -8665301 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8665345.000000 Penalty: 3616.928711
	Iteration 49Q: 3 clusters Score -8665345 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8665370.000000 Penalty: 3616.928711
	Iteration 50Q: 3 clusters Score -8665370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8665396.000000 Penalty: 3616.928711
	Iteration 51Q: 3 clusters Score -8665396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8665419.000000 Penalty: 3616.928711
	Iteration 52Q: 3 clusters Score -8665419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67372 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8665411.000000 Penalty: 3616.928711
	Iteration 53Q: 3 clusters Score -8665411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8665426.000000 Penalty: 3616.928711
	Iteration 54Q: 3 clusters Score -8665426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8665433.000000 Penalty: 3616.928711
	Iteration 55Q: 3 clusters Score -8665433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8665431.000000 Penalty: 3616.928711
	Iteration 56Q: 3 clusters Score -8665431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8665435.000000 Penalty: 3616.928711
	Iteration 57Q: 3 clusters Score -8665435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67422 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8665445.000000 Penalty: 3616.928711
	Iteration 58Q: 3 clusters Score -8665445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67423 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8665448.000000 Penalty: 3616.928711
	Iteration 59Q: 3 clusters Score -8665448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67426 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8665448.000000 Penalty: 3616.928711
	Iteration 60F: 3 clusters Score -8665448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67424 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8665448.000000 Penalty: 3616.928711
	Iteration 61Q: 3 clusters Score -8665448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67423 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8665443.000000 Penalty: 3616.928711
	Iteration 62Q: 3 clusters Score -8665443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8665447.000000 Penalty: 3616.928711
	Iteration 63Q: 3 clusters Score -8665447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67424 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8665456.000000 Penalty: 3616.928711
	Iteration 64Q: 3 clusters Score -8665456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8665463.000000 Penalty: 3616.928711
	Iteration 65Q: 3 clusters Score -8665463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8665456.000000 Penalty: 3616.928711
	Iteration 66Q: 3 clusters Score -8665456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8665470.000000 Penalty: 3616.928711
	Iteration 67Q: 3 clusters Score -8665470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67426 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8665475.000000 Penalty: 3616.928711
	Iteration 68Q: 3 clusters Score -8665475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67426 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8665472.000000 Penalty: 3616.928711
	Iteration 69Q: 3 clusters Score -8665472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8665475.000000 Penalty: 3616.928711
	Iteration 70Q: 3 clusters Score -8665475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8665481.000000 Penalty: 3616.928711
	Iteration 71Q: 3 clusters Score -8665481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8665479.000000 Penalty: 3616.928711
	Iteration 72Q: 3 clusters Score -8665479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8665479.000000 Penalty: 3616.928711
	Iteration 73Q: 3 clusters Score -8665479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8665477.000000 Penalty: 3616.928711
	Iteration 74Q: 3 clusters Score -8665477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8665477.000000 Penalty: 3616.928711
	Iteration 75F: 3 clusters Score -8665477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Entering Unmasked Estep 
Score: -4481023.500000 Penalty: 1712.734619
	Iteration 0F: 2 clusters Score -4481024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4455741.000000 Penalty: 3425.469238
	Iteration 0F: 3 clusters Score -4455741 nChanged 17605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4466194.500000 Penalty: 3425.469238
	Iteration 1F: 3 clusters Score -4466194 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -4467093.000000 Penalty: 3425.469238
	Iteration 2F: 3 clusters Score -4467093 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -4468101.000000 Penalty: 3425.469238
	Iteration 3F: 3 clusters Score -4468101 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -4469415.000000 Penalty: 3425.469238
	Iteration 4F: 3 clusters Score -4469415 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -4471133.500000 Penalty: 3425.469238
	Iteration 5F: 3 clusters Score -4471134 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -4473009.500000 Penalty: 3425.469238
	Iteration 6F: 3 clusters Score -4473010 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -4474674.000000 Penalty: 3425.469238
	Iteration 7F: 3 clusters Score -4474674 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -4475785.500000 Penalty: 3425.469238
	Iteration 8Q: 3 clusters Score -4475786 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -4476516.500000 Penalty: 3425.469238
	Iteration 9Q: 3 clusters Score -4476516 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -4477120.500000 Penalty: 3425.469238
	Iteration 10Q: 3 clusters Score -4477120 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -4477515.000000 Penalty: 3425.469238
	Iteration 11Q: 3 clusters Score -4477515 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -4477845.500000 Penalty: 3425.469238
	Iteration 12Q: 3 clusters Score -4477846 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -4478095.000000 Penalty: 3425.469238
	Iteration 13Q: 3 clusters Score -4478095 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4478343.500000 Penalty: 3425.469238
	Iteration 14Q: 3 clusters Score -4478344 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -4478581.000000 Penalty: 3425.469238
	Iteration 15Q: 3 clusters Score -4478581 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4478762.500000 Penalty: 3425.469238
	Iteration 16Q: 3 clusters Score -4478762 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -4478879.000000 Penalty: 3425.469238
	Iteration 17Q: 3 clusters Score -4478879 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -4479000.000000 Penalty: 3425.469238
	Iteration 18Q: 3 clusters Score -4479000 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -4479121.500000 Penalty: 3425.469238
	Iteration 19Q: 3 clusters Score -4479122 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -4479198.000000 Penalty: 3425.469238
	Iteration 20F: 3 clusters Score -4479198 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -4479276.500000 Penalty: 3425.469238
	Iteration 21Q: 3 clusters Score -4479276 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -4479342.000000 Penalty: 3425.469238
	Iteration 22Q: 3 clusters Score -4479342 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -4479417.000000 Penalty: 3425.469238
	Iteration 23Q: 3 clusters Score -4479417 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -4479470.000000 Penalty: 3425.469238
	Iteration 24Q: 3 clusters Score -4479470 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -4479531.000000 Penalty: 3425.469238
	Iteration 25Q: 3 clusters Score -4479531 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -4479568.500000 Penalty: 3425.469238
	Iteration 26Q: 3 clusters Score -4479568 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -4479615.000000 Penalty: 3425.469238
	Iteration 27Q: 3 clusters Score -4479615 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -4479636.000000 Penalty: 3425.469238
	Iteration 28Q: 3 clusters Score -4479636 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -4479665.500000 Penalty: 3425.469238
	Iteration 29Q: 3 clusters Score -4479666 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4479690.000000 Penalty: 3425.469238
	Iteration 30Q: 3 clusters Score -4479690 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -4479710.000000 Penalty: 3425.469238
	Iteration 31Q: 3 clusters Score -4479710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -4479729.500000 Penalty: 3425.469238
	Iteration 32Q: 3 clusters Score -4479730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -4479747.000000 Penalty: 3425.469238
	Iteration 33Q: 3 clusters Score -4479747 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -4479767.000000 Penalty: 3425.469238
	Iteration 34Q: 3 clusters Score -4479767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -4479775.500000 Penalty: 3425.469238
	Iteration 35Q: 3 clusters Score -4479776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -4479791.000000 Penalty: 3425.469238
	Iteration 36Q: 3 clusters Score -4479791 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -4479811.000000 Penalty: 3425.469238
	Iteration 37Q: 3 clusters Score -4479811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -4479818.500000 Penalty: 3425.469238
	Iteration 38Q: 3 clusters Score -4479818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4479837.000000 Penalty: 3425.469238
	Iteration 39Q: 3 clusters Score -4479837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -4479855.500000 Penalty: 3425.469238
	Iteration 40F: 3 clusters Score -4479856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -4479866.000000 Penalty: 3425.469238
	Iteration 41Q: 3 clusters Score -4479866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -4479886.000000 Penalty: 3425.469238
	Iteration 42Q: 3 clusters Score -4479886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -4479898.500000 Penalty: 3425.469238
	Iteration 43Q: 3 clusters Score -4479898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4479902.000000 Penalty: 3425.469238
	Iteration 44Q: 3 clusters Score -4479902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -4479921.000000 Penalty: 3425.469238
	Iteration 45Q: 3 clusters Score -4479921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -4479929.500000 Penalty: 3425.469238
	Iteration 46Q: 3 clusters Score -4479930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -4479938.000000 Penalty: 3425.469238
	Iteration 47Q: 3 clusters Score -4479938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -4479938.500000 Penalty: 3425.469238
	Iteration 48Q: 3 clusters Score -4479938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -4479940.500000 Penalty: 3425.469238
	Iteration 49Q: 3 clusters Score -4479940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -4479946.000000 Penalty: 3425.469238
	Iteration 50Q: 3 clusters Score -4479946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -4479958.000000 Penalty: 3425.469238
	Iteration 51Q: 3 clusters Score -4479958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -4479967.000000 Penalty: 3425.469238
	Iteration 52Q: 3 clusters Score -4479967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -4479965.500000 Penalty: 3425.469238
	Iteration 53Q: 3 clusters Score -4479966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -4479974.500000 Penalty: 3425.469238
	Iteration 54Q: 3 clusters Score -4479974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -4479978.000000 Penalty: 3425.469238
	Iteration 55Q: 3 clusters Score -4479978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -4479990.000000 Penalty: 3425.469238
	Iteration 56Q: 3 clusters Score -4479990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -4479995.500000 Penalty: 3425.469238
	Iteration 57Q: 3 clusters Score -4479996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -4480002.000000 Penalty: 3425.469238
	Iteration 58Q: 3 clusters Score -4480002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -4480000.500000 Penalty: 3425.469238
	Iteration 59Q: 3 clusters Score -4480000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -4480005.000000 Penalty: 3425.469238
	Iteration 60F: 3 clusters Score -4480005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -4480012.500000 Penalty: 3425.469238
	Iteration 61Q: 3 clusters Score -4480012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -4480008.500000 Penalty: 3425.469238
	Iteration 62Q: 3 clusters Score -4480008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -4480014.000000 Penalty: 3425.469238
	Iteration 63Q: 3 clusters Score -4480014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -4480013.500000 Penalty: 3425.469238
	Iteration 64Q: 3 clusters Score -4480014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -4480025.000000 Penalty: 3425.469238
	Iteration 65Q: 3 clusters Score -4480025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -4480030.500000 Penalty: 3425.469238
	Iteration 66Q: 3 clusters Score -4480030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -4480023.500000 Penalty: 3425.469238
	Iteration 67Q: 3 clusters Score -4480024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -4480023.000000 Penalty: 3425.469238
	Iteration 68Q: 3 clusters Score -4480023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -4480027.000000 Penalty: 3425.469238
	Iteration 69Q: 3 clusters Score -4480027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -4480034.500000 Penalty: 3425.469238
	Iteration 70Q: 3 clusters Score -4480034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -4480028.500000 Penalty: 3425.469238
	Iteration 71Q: 3 clusters Score -4480028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -4480036.500000 Penalty: 3425.469238
	Iteration 72Q: 3 clusters Score -4480036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -4480038.500000 Penalty: 3425.469238
	Iteration 73Q: 3 clusters Score -4480038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -4480041.500000 Penalty: 3425.469238
	Iteration 74Q: 3 clusters Score -4480042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -4480049.000000 Penalty: 3425.469238
	Iteration 75Q: 3 clusters Score -4480049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -4480054.500000 Penalty: 3425.469238
	Iteration 76Q: 3 clusters Score -4480054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4480053.000000 Penalty: 3425.469238
	Iteration 77Q: 3 clusters Score -4480053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -4480050.500000 Penalty: 3425.469238
	Iteration 78Q: 3 clusters Score -4480050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -4480050.500000 Penalty: 3425.469238
	Iteration 79Q: 3 clusters Score -4480050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -4480053.500000 Penalty: 3425.469238
	Iteration 80F: 3 clusters Score -4480054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -4480055.000000 Penalty: 3425.469238
	Iteration 81Q: 3 clusters Score -4480055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -4480067.500000 Penalty: 3425.469238
	Iteration 82Q: 3 clusters Score -4480068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -4480073.500000 Penalty: 3425.469238
	Iteration 83Q: 3 clusters Score -4480074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -4480074.000000 Penalty: 3425.469238
	Iteration 84Q: 3 clusters Score -4480074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -4480072.000000 Penalty: 3425.469238
	Iteration 85Q: 3 clusters Score -4480072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -4480078.500000 Penalty: 3425.469238
	Iteration 86Q: 3 clusters Score -4480078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -4480083.000000 Penalty: 3425.469238
	Iteration 87Q: 3 clusters Score -4480083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -4480079.500000 Penalty: 3425.469238
	Iteration 88Q: 3 clusters Score -4480080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -4480087.500000 Penalty: 3425.469238
	Iteration 89Q: 3 clusters Score -4480088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4480085.000000 Penalty: 3425.469238
	Iteration 90Q: 3 clusters Score -4480085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4480091.000000 Penalty: 3425.469238
	Iteration 91Q: 3 clusters Score -4480091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4480095.000000 Penalty: 3425.469238
	Iteration 92Q: 3 clusters Score -4480095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -4480094.000000 Penalty: 3425.469238
	Iteration 93Q: 3 clusters Score -4480094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -4480098.500000 Penalty: 3425.469238
	Iteration 94Q: 3 clusters Score -4480098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -4480099.000000 Penalty: 3425.469238
	Iteration 95Q: 3 clusters Score -4480099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -4480100.500000 Penalty: 3425.469238
	Iteration 96Q: 3 clusters Score -4480100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -4480100.500000 Penalty: 3425.469238
	Iteration 97F: 3 clusters Score -4480100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Entering Unmasked Estep 
Score: -515092.656250 Penalty: 1357.328369
	Iteration 0F: 2 clusters Score -515092.7 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 2098 members 
Entering Unmasked Estep 
Score: -511640.937500 Penalty: 2714.656738
	Iteration 0F: 3 clusters Score -511640.9 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -512615.343750 Penalty: 2714.656738
	Iteration 1F: 3 clusters Score -512615.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -512857.281250 Penalty: 2714.656738
	Iteration 2F: 3 clusters Score -512857.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -513047.875000 Penalty: 2714.656738
	Iteration 3F: 3 clusters Score -513047.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -513231.250000 Penalty: 2714.656738
	Iteration 4F: 3 clusters Score -513231.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -513426.000000 Penalty: 2714.656738
	Iteration 5F: 3 clusters Score -513426 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -513640.468750 Penalty: 2714.656738
	Iteration 6F: 3 clusters Score -513640.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -513853.062500 Penalty: 2714.656738
	Iteration 7F: 3 clusters Score -513853.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -514006.937500 Penalty: 2714.656738
	Iteration 8Q: 3 clusters Score -514006.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -514121.156250 Penalty: 2714.656738
	Iteration 9Q: 3 clusters Score -514121.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -514188.343750 Penalty: 2714.656738
	Iteration 10Q: 3 clusters Score -514188.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -514233.875000 Penalty: 2714.656738
	Iteration 11Q: 3 clusters Score -514233.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -514260.312500 Penalty: 2714.656738
	Iteration 12Q: 3 clusters Score -514260.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -514277.656250 Penalty: 2714.656738
	Iteration 13Q: 3 clusters Score -514277.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -514296.187500 Penalty: 2714.656738
	Iteration 14Q: 3 clusters Score -514296.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -514316.000000 Penalty: 2714.656738
	Iteration 15Q: 3 clusters Score -514316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -514326.500000 Penalty: 2714.656738
	Iteration 16Q: 3 clusters Score -514326.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -514333.562500 Penalty: 2714.656738
	Iteration 17Q: 3 clusters Score -514333.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -514341.656250 Penalty: 2714.656738
	Iteration 18Q: 3 clusters Score -514341.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -514346.093750 Penalty: 2714.656738
	Iteration 19Q: 3 clusters Score -514346.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -514355.187500 Penalty: 2714.656738
	Iteration 20F: 3 clusters Score -514355.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -514361.843750 Penalty: 2714.656738
	Iteration 21Q: 3 clusters Score -514361.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -514369.031250 Penalty: 2714.656738
	Iteration 22Q: 3 clusters Score -514369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -514373.156250 Penalty: 2714.656738
	Iteration 23Q: 3 clusters Score -514373.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -514376.906250 Penalty: 2714.656738
	Iteration 24Q: 3 clusters Score -514376.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -514383.718750 Penalty: 2714.656738
	Iteration 25Q: 3 clusters Score -514383.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -514389.125000 Penalty: 2714.656738
	Iteration 26Q: 3 clusters Score -514389.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -514394.593750 Penalty: 2714.656738
	Iteration 27Q: 3 clusters Score -514394.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -514398.750000 Penalty: 2714.656738
	Iteration 28Q: 3 clusters Score -514398.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -514400.312500 Penalty: 2714.656738
	Iteration 29Q: 3 clusters Score -514400.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -514402.062500 Penalty: 2714.656738
	Iteration 30Q: 3 clusters Score -514402.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -514402.781250 Penalty: 2714.656738
	Iteration 31Q: 3 clusters Score -514402.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -514404.500000 Penalty: 2714.656738
	Iteration 32Q: 3 clusters Score -514404.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -514403.562500 Penalty: 2714.656738
	Iteration 33Q: 3 clusters Score -514403.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -514403.562500 Penalty: 2714.656738
	Iteration 34F: 3 clusters Score -514403.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Entering Unmasked Estep 
Score: -3577781.250000 Penalty: 1665.478271
	Iteration 0F: 2 clusters Score -3577781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3558856.250000 Penalty: 3330.956543
	Iteration 0F: 3 clusters Score -3558856 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -3566451.250000 Penalty: 3330.956543
	Iteration 1F: 3 clusters Score -3566451 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3567227.750000 Penalty: 3330.956543
	Iteration 2F: 3 clusters Score -3567228 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3567924.250000 Penalty: 3330.956543
	Iteration 3F: 3 clusters Score -3567924 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3568607.750000 Penalty: 3330.956543
	Iteration 4F: 3 clusters Score -3568608 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -3569187.250000 Penalty: 3330.956543
	Iteration 5Q: 3 clusters Score -3569187 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -3569719.500000 Penalty: 3330.956543
	Iteration 6Q: 3 clusters Score -3569720 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3570199.000000 Penalty: 3330.956543
	Iteration 7Q: 3 clusters Score -3570199 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -3570638.000000 Penalty: 3330.956543
	Iteration 8Q: 3 clusters Score -3570638 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3571057.250000 Penalty: 3330.956543
	Iteration 9Q: 3 clusters Score -3571057 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3571435.000000 Penalty: 3330.956543
	Iteration 10Q: 3 clusters Score -3571435 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3571812.000000 Penalty: 3330.956543
	Iteration 11Q: 3 clusters Score -3571812 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -3572276.500000 Penalty: 3330.956543
	Iteration 12Q: 3 clusters Score -3572276 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -3572791.250000 Penalty: 3330.956543
	Iteration 13Q: 3 clusters Score -3572791 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3573357.250000 Penalty: 3330.956543
	Iteration 14Q: 3 clusters Score -3573357 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3573949.250000 Penalty: 3330.956543
	Iteration 15Q: 3 clusters Score -3573949 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3574581.500000 Penalty: 3330.956543
	Iteration 16Q: 3 clusters Score -3574582 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3575124.250000 Penalty: 3330.956543
	Iteration 17Q: 3 clusters Score -3575124 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3575530.000000 Penalty: 3330.956543
	Iteration 18Q: 3 clusters Score -3575530 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3575795.000000 Penalty: 3330.956543
	Iteration 19Q: 3 clusters Score -3575795 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3575976.500000 Penalty: 3330.956543
	Iteration 20F: 3 clusters Score -3575976 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3576096.500000 Penalty: 3330.956543
	Iteration 21Q: 3 clusters Score -3576096 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3576198.500000 Penalty: 3330.956543
	Iteration 22Q: 3 clusters Score -3576198 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3576261.500000 Penalty: 3330.956543
	Iteration 23Q: 3 clusters Score -3576262 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3576305.000000 Penalty: 3330.956543
	Iteration 24Q: 3 clusters Score -3576305 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3576339.000000 Penalty: 3330.956543
	Iteration 25Q: 3 clusters Score -3576339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3576356.250000 Penalty: 3330.956543
	Iteration 26Q: 3 clusters Score -3576356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3576385.250000 Penalty: 3330.956543
	Iteration 27Q: 3 clusters Score -3576385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3576402.250000 Penalty: 3330.956543
	Iteration 28Q: 3 clusters Score -3576402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3576409.750000 Penalty: 3330.956543
	Iteration 29Q: 3 clusters Score -3576410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3576416.250000 Penalty: 3330.956543
	Iteration 30Q: 3 clusters Score -3576416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3576418.750000 Penalty: 3330.956543
	Iteration 31Q: 3 clusters Score -3576419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3576422.500000 Penalty: 3330.956543
	Iteration 32Q: 3 clusters Score -3576422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3576421.000000 Penalty: 3330.956543
	Iteration 33Q: 3 clusters Score -3576421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3576432.000000 Penalty: 3330.956543
	Iteration 34Q: 3 clusters Score -3576432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3576432.000000 Penalty: 3330.956543
	Iteration 35Q: 3 clusters Score -3576432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3576436.000000 Penalty: 3330.956543
	Iteration 36Q: 3 clusters Score -3576436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3576441.000000 Penalty: 3330.956543
	Iteration 37Q: 3 clusters Score -3576441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3576440.500000 Penalty: 3330.956543
	Iteration 38Q: 3 clusters Score -3576440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3576440.500000 Penalty: 3330.956543
	Iteration 39Q: 3 clusters Score -3576440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3576440.500000 Penalty: 3330.956543
	Iteration 40F: 3 clusters Score -3576440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Entering Unmasked Estep 
Score: -2574000.250000 Penalty: 1611.607910
	Iteration 0F: 2 clusters Score -2574000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2560184.500000 Penalty: 3223.215820
	Iteration 0F: 3 clusters Score -2560184 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2565267.750000 Penalty: 3223.215820
	Iteration 1F: 3 clusters Score -2565268 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2565656.500000 Penalty: 3223.215820
	Iteration 2Q: 3 clusters Score -2565656 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2566118.250000 Penalty: 3223.215820
	Iteration 3F: 3 clusters Score -2566118 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2566701.750000 Penalty: 3223.215820
	Iteration 4F: 3 clusters Score -2566702 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2567454.000000 Penalty: 3223.215820
	Iteration 5F: 3 clusters Score -2567454 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2568424.250000 Penalty: 3223.215820
	Iteration 6F: 3 clusters Score -2568424 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2569563.500000 Penalty: 3223.215820
	Iteration 7F: 3 clusters Score -2569564 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2570668.250000 Penalty: 3223.215820
	Iteration 8F: 3 clusters Score -2570668 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2571472.750000 Penalty: 3223.215820
	Iteration 9Q: 3 clusters Score -2571473 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2571982.000000 Penalty: 3223.215820
	Iteration 10Q: 3 clusters Score -2571982 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2572280.000000 Penalty: 3223.215820
	Iteration 11Q: 3 clusters Score -2572280 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2572414.000000 Penalty: 3223.215820
	Iteration 12Q: 3 clusters Score -2572414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2572537.750000 Penalty: 3223.215820
	Iteration 13Q: 3 clusters Score -2572538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2572604.750000 Penalty: 3223.215820
	Iteration 14Q: 3 clusters Score -2572605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2572634.000000 Penalty: 3223.215820
	Iteration 15Q: 3 clusters Score -2572634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2572650.750000 Penalty: 3223.215820
	Iteration 16Q: 3 clusters Score -2572651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2572663.250000 Penalty: 3223.215820
	Iteration 17Q: 3 clusters Score -2572663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2572675.250000 Penalty: 3223.215820
	Iteration 18Q: 3 clusters Score -2572675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2572681.750000 Penalty: 3223.215820
	Iteration 19Q: 3 clusters Score -2572682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2572691.250000 Penalty: 3223.215820
	Iteration 20F: 3 clusters Score -2572691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2572703.750000 Penalty: 3223.215820
	Iteration 21Q: 3 clusters Score -2572704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2572707.500000 Penalty: 3223.215820
	Iteration 22Q: 3 clusters Score -2572708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2572713.500000 Penalty: 3223.215820
	Iteration 23Q: 3 clusters Score -2572714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2572721.500000 Penalty: 3223.215820
	Iteration 24Q: 3 clusters Score -2572722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2572722.250000 Penalty: 3223.215820
	Iteration 25Q: 3 clusters Score -2572722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2572726.250000 Penalty: 3223.215820
	Iteration 26Q: 3 clusters Score -2572726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2572726.250000 Penalty: 3223.215820
	Iteration 27F: 3 clusters Score -2572726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -27425.121094 Penalty: 950.515259
	Iteration 0F: 2 clusters Score -27425.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26808.744141 Penalty: 1901.030518
	Iteration 0F: 3 clusters Score -26808.74 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27177.228516 Penalty: 1901.030518
	Iteration 1F: 3 clusters Score -27177.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27281.900391 Penalty: 1901.030518
	Iteration 2F: 3 clusters Score -27281.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27383.292969 Penalty: 1901.030518
	Iteration 3Q: 3 clusters Score -27383.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27518.783203 Penalty: 1901.030518
	Iteration 4Q: 3 clusters Score -27518.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27560.828125 Penalty: 1901.030518
	Iteration 5Q: 3 clusters Score -27560.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27702.421875 Penalty: 1901.030518
	Iteration 6Q: 3 clusters Score -27702.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27750.968750 Penalty: 1901.030518
	Iteration 7Q: 3 clusters Score -27750.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27774.144531 Penalty: 1901.030518
	Iteration 8Q: 3 clusters Score -27774.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27788.980469 Penalty: 1901.030518
	Iteration 9Q: 3 clusters Score -27788.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27808.894531 Penalty: 1901.030518
	Iteration 10Q: 3 clusters Score -27808.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27815.859375 Penalty: 1901.030518
	Iteration 11Q: 3 clusters Score -27815.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27818.462891 Penalty: 1901.030518
	Iteration 12Q: 3 clusters Score -27818.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27818.898438 Penalty: 1901.030518
	Iteration 13F: 3 clusters Score -27818.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27822.175781 Penalty: 1901.030518
	Iteration 14Q: 3 clusters Score -27822.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27822.175781 Penalty: 1901.030518
	Iteration 15F: 3 clusters Score -27822.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 101511 members 
Mstep: Class 2 contains 9427 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 6064 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 16227 members 
Mstep: Class 7 contains 16261 members 
Mstep: Class 8 contains 93574 members 
Mstep: Class 9 contains 68119 members 
Mstep: Class 10 contains 37794 members 
Mstep: Class 11 contains 4242 members 
Mstep: Class 12 contains 28257 members 
Mstep: Class 13 contains 20284 members 
Mstep: Class 14 contains 127 members 
Mstep: Class 15 contains 57797 members 
Mstep: Class 16 contains 21042 members 
Mstep: Class 17 contains 8454 members 
Mstep: Class 18 contains 4150 members 
Mstep: Class 19 contains 131088 members 
Mstep: Class 20 contains 11763 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 6640 members 
Mstep: Class 24 contains 11728 members 
Mstep: Class 25 contains 129165 members 
Mstep: Class 26 contains 4885 members 
Mstep: Class 27 contains 7388 members 
Mstep: Class 28 contains 8260 members 
Mstep: Class 29 contains 77450 members 
Mstep: Class 30 contains 220 members 
Entering Unmasked Estep 
Score: -108923888.000000 Penalty: 66754.359375
Splitting cluster 14 changes total score from -108925064.000000 to -108923888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (57797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57797 members 
Entering Unmasked Estep 
Score: -7486663.500000 Penalty: 1781.762451
	Iteration 0F: 2 clusters Score -7486664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -7448094.000000 Penalty: 3563.524902
	Iteration 0F: 3 clusters Score -7448094 nChanged 27309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -7463488.500000 Penalty: 3563.524902
	Iteration 1F: 3 clusters Score -7463488 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -7463968.000000 Penalty: 3563.524902
	Iteration 2Q: 3 clusters Score -7463968 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -7464522.500000 Penalty: 3563.524902
	Iteration 3Q: 3 clusters Score -7464522 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -7465192.500000 Penalty: 3563.524902
	Iteration 4Q: 3 clusters Score -7465192 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7466071 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -7467238 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7468638 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7470366 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -7472209.500000 Penalty: 3563.524902
	Iteration 9F: 3 clusters Score -7472210 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -7473957.500000 Penalty: 3563.524902
	Iteration 10F: 3 clusters Score -7473958 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -7475780.000000 Penalty: 3563.524902
	Iteration 11Q: 3 clusters Score -7475780 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -7477557.500000 Penalty: 3563.524902
	Iteration 12Q: 3 clusters Score -7477558 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7478950 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -7479930.500000 Penalty: 3563.524902
	Iteration 14Q: 3 clusters Score -7479930 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -7480548.500000 Penalty: 3563.524902
	Iteration 15Q: 3 clusters Score -7480548 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -7481069.500000 Penalty: 3563.524902
	Iteration 16Q: 3 clusters Score -7481070 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -7481452.000000 Penalty: 3563.524902
	Iteration 17Q: 3 clusters Score -7481452 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -7481831.000000 Penalty: 3563.524902
	Iteration 18Q: 3 clusters Score -7481831 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -7482201.500000 Penalty: 3563.524902
	Iteration 19Q: 3 clusters Score -7482202 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -7482552.500000 Penalty: 3563.524902
	Iteration 20F: 3 clusters Score -7482552 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -7482813.500000 Penalty: 3563.524902
	Iteration 21Q: 3 clusters Score -7482814 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -7483110.000000 Penalty: 3563.524902
	Iteration 22Q: 3 clusters Score -7483110 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -7483321.500000 Penalty: 3563.524902
	Iteration 23Q: 3 clusters Score -7483322 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -7483505.000000 Penalty: 3563.524902
	Iteration 24Q: 3 clusters Score -7483505 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -7483631.000000 Penalty: 3563.524902
	Iteration 25Q: 3 clusters Score -7483631 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -7483734.500000 Penalty: 3563.524902
	Iteration 26Q: 3 clusters Score -7483734 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -7483870.000000 Penalty: 3563.524902
	Iteration 27Q: 3 clusters Score -7483870 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -7483990.500000 Penalty: 3563.524902
	Iteration 28Q: 3 clusters Score -7483990 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -7484112.000000 Penalty: 3563.524902
	Iteration 29Q: 3 clusters Score -7484112 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -7484191.500000 Penalty: 3563.524902
	Iteration 30Q: 3 clusters Score -7484192 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -7484310.000000 Penalty: 3563.524902
	Iteration 31Q: 3 clusters Score -7484310 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -7484439.500000 Penalty: 3563.524902
	Iteration 32Q: 3 clusters Score -7484440 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -7484520.000000 Penalty: 3563.524902
	Iteration 33Q: 3 clusters Score -7484520 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -7484606.000000 Penalty: 3563.524902
	Iteration 34Q: 3 clusters Score -7484606 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -7484702.000000 Penalty: 3563.524902
	Iteration 35Q: 3 clusters Score -7484702 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -7484727.500000 Penalty: 3563.524902
	Iteration 36Q: 3 clusters Score -7484728 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7484781.500000 Penalty: 3563.524902
	Iteration 37Q: 3 clusters Score -7484782 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7484819.000000 Penalty: 3563.524902
	Iteration 38Q: 3 clusters Score -7484819 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7484857.000000 Penalty: 3563.524902
	Iteration 39Q: 3 clusters Score -7484857 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7484882.500000 Penalty: 3563.524902
	Iteration 40F: 3 clusters Score -7484882 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7484922.000000 Penalty: 3563.524902
	Iteration 41Q: 3 clusters Score -7484922 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7484948.000000 Penalty: 3563.524902
	Iteration 42Q: 3 clusters Score -7484948 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7484965.500000 Penalty: 3563.524902
	Iteration 43Q: 3 clusters Score -7484966 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7484961.500000 Penalty: 3563.524902
	Iteration 44Q: 3 clusters Score -7484962 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7484983.500000 Penalty: 3563.524902
	Iteration 45Q: 3 clusters Score -7484984 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7484995.500000 Penalty: 3563.524902
	Iteration 46Q: 3 clusters Score -7484996 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7485001.000000 Penalty: 3563.524902
	Iteration 47Q: 3 clusters Score -7485001 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7485019.000000 Penalty: 3563.524902
	Iteration 48Q: 3 clusters Score -7485019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7485041.500000 Penalty: 3563.524902
	Iteration 49Q: 3 clusters Score -7485042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7485039.500000 Penalty: 3563.524902
	Iteration 50Q: 3 clusters Score -7485040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7485045.500000 Penalty: 3563.524902
	Iteration 51Q: 3 clusters Score -7485046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7485064.000000 Penalty: 3563.524902
	Iteration 52Q: 3 clusters Score -7485064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7485075.500000 Penalty: 3563.524902
	Iteration 53Q: 3 clusters Score -7485076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7485073.500000 Penalty: 3563.524902
	Iteration 54Q: 3 clusters Score -7485074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7485084.500000 Penalty: 3563.524902
	Iteration 55Q: 3 clusters Score -7485084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7485090.000000 Penalty: 3563.524902
	Iteration 56Q: 3 clusters Score -7485090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7485083.000000 Penalty: 3563.524902
	Iteration 57Q: 3 clusters Score -7485083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7485089.500000 Penalty: 3563.524902
	Iteration 58Q: 3 clusters Score -7485090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7485088.000000 Penalty: 3563.524902
	Iteration 59Q: 3 clusters Score -7485088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7485091.000000 Penalty: 3563.524902
	Iteration 60F: 3 clusters Score -7485091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7485092.000000 Penalty: 3563.524902
	Iteration 61Q: 3 clusters Score -7485092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7485085.000000 Penalty: 3563.524902
	Iteration 62Q: 3 clusters Score -7485085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7485086.000000 Penalty: 3563.524902
	Iteration 63Q: 3 clusters Score -7485086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7485089.500000 Penalty: 3563.524902
	Iteration 64Q: 3 clusters Score -7485090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7485095.500000 Penalty: 3563.524902
	Iteration 65Q: 3 clusters Score -7485096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7485102.000000 Penalty: 3563.524902
	Iteration 66Q: 3 clusters Score -7485102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7485095.000000 Penalty: 3563.524902
	Iteration 67Q: 3 clusters Score -7485095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7485102.000000 Penalty: 3563.524902
	Iteration 68Q: 3 clusters Score -7485102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7485116.500000 Penalty: 3563.524902
	Iteration 69Q: 3 clusters Score -7485116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7485121.000000 Penalty: 3563.524902
	Iteration 70Q: 3 clusters Score -7485121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7485132.000000 Penalty: 3563.524902
	Iteration 71Q: 3 clusters Score -7485132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7485145.000000 Penalty: 3563.524902
	Iteration 72Q: 3 clusters Score -7485145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7485149.500000 Penalty: 3563.524902
	Iteration 73Q: 3 clusters Score -7485150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7485161.000000 Penalty: 3563.524902
	Iteration 74Q: 3 clusters Score -7485161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7485156.500000 Penalty: 3563.524902
	Iteration 75Q: 3 clusters Score -7485156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7485168.500000 Penalty: 3563.524902
	Iteration 76Q: 3 clusters Score -7485168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7485171.000000 Penalty: 3563.524902
	Iteration 77Q: 3 clusters Score -7485171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7485176.500000 Penalty: 3563.524902
	Iteration 78Q: 3 clusters Score -7485176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7485178.000000 Penalty: 3563.524902
	Iteration 79Q: 3 clusters Score -7485178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57038 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7485186.500000 Penalty: 3563.524902
	Iteration 80F: 3 clusters Score -7485186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7485183.500000 Penalty: 3563.524902
	Iteration 81Q: 3 clusters Score -7485184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57053 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7485183.000000 Penalty: 3563.524902
	Iteration 82Q: 3 clusters Score -7485183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57061 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7485187.500000 Penalty: 3563.524902
	Iteration 83Q: 3 clusters Score -7485188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7485188.500000 Penalty: 3563.524902
	Iteration 84Q: 3 clusters Score -7485188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7485198.500000 Penalty: 3563.524902
	Iteration 85Q: 3 clusters Score -7485198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7485192.500000 Penalty: 3563.524902
	Iteration 86Q: 3 clusters Score -7485192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7485194.500000 Penalty: 3563.524902
	Iteration 87Q: 3 clusters Score -7485194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7485194.500000 Penalty: 3563.524902
	Iteration 88F: 3 clusters Score -7485194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Entering Unmasked Estep 
Score: -2681582.500000 Penalty: 1617.569824
	Iteration 0F: 2 clusters Score -2681582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2667321.500000 Penalty: 3235.139648
	Iteration 0F: 3 clusters Score -2667322 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2672353.000000 Penalty: 3235.139648
	Iteration 1F: 3 clusters Score -2672353 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2672712.750000 Penalty: 3235.139648
	Iteration 2F: 3 clusters Score -2672713 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2673054.250000 Penalty: 3235.139648
	Iteration 3Q: 3 clusters Score -2673054 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2673404.000000 Penalty: 3235.139648
	Iteration 4Q: 3 clusters Score -2673404 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2673754.750000 Penalty: 3235.139648
	Iteration 5Q: 3 clusters Score -2673755 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2674146.000000 Penalty: 3235.139648
	Iteration 6Q: 3 clusters Score -2674146 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2674561.250000 Penalty: 3235.139648
	Iteration 7Q: 3 clusters Score -2674561 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2675017.500000 Penalty: 3235.139648
	Iteration 8Q: 3 clusters Score -2675018 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2675576.750000 Penalty: 3235.139648
	Iteration 9Q: 3 clusters Score -2675577 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2676262.250000 Penalty: 3235.139648
	Iteration 10Q: 3 clusters Score -2676262 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2677027.500000 Penalty: 3235.139648
	Iteration 11Q: 3 clusters Score -2677028 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2677821.750000 Penalty: 3235.139648
	Iteration 12Q: 3 clusters Score -2677822 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2678422.000000 Penalty: 3235.139648
	Iteration 13Q: 3 clusters Score -2678422 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2678886.500000 Penalty: 3235.139648
	Iteration 14Q: 3 clusters Score -2678886 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2679231.000000 Penalty: 3235.139648
	Iteration 15Q: 3 clusters Score -2679231 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2679457.750000 Penalty: 3235.139648
	Iteration 16Q: 3 clusters Score -2679458 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2679587.500000 Penalty: 3235.139648
	Iteration 17Q: 3 clusters Score -2679588 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2679673.000000 Penalty: 3235.139648
	Iteration 18Q: 3 clusters Score -2679673 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2679743.000000 Penalty: 3235.139648
	Iteration 19Q: 3 clusters Score -2679743 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2679805.500000 Penalty: 3235.139648
	Iteration 20F: 3 clusters Score -2679806 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2679858.250000 Penalty: 3235.139648
	Iteration 21Q: 3 clusters Score -2679858 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2679905.500000 Penalty: 3235.139648
	Iteration 22Q: 3 clusters Score -2679906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2679954.750000 Penalty: 3235.139648
	Iteration 23Q: 3 clusters Score -2679955 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2680002.250000 Penalty: 3235.139648
	Iteration 24Q: 3 clusters Score -2680002 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2680044.750000 Penalty: 3235.139648
	Iteration 25Q: 3 clusters Score -2680045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2680073.500000 Penalty: 3235.139648
	Iteration 26Q: 3 clusters Score -2680074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2680093.500000 Penalty: 3235.139648
	Iteration 27Q: 3 clusters Score -2680094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2680108.750000 Penalty: 3235.139648
	Iteration 28Q: 3 clusters Score -2680109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2680122.750000 Penalty: 3235.139648
	Iteration 29Q: 3 clusters Score -2680123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2680133.500000 Penalty: 3235.139648
	Iteration 30Q: 3 clusters Score -2680134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2680142.250000 Penalty: 3235.139648
	Iteration 31Q: 3 clusters Score -2680142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2680146.250000 Penalty: 3235.139648
	Iteration 32Q: 3 clusters Score -2680146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2680148.750000 Penalty: 3235.139648
	Iteration 33Q: 3 clusters Score -2680149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2680161.250000 Penalty: 3235.139648
	Iteration 34Q: 3 clusters Score -2680161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2680168.500000 Penalty: 3235.139648
	Iteration 35Q: 3 clusters Score -2680168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2680172.000000 Penalty: 3235.139648
	Iteration 36Q: 3 clusters Score -2680172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2680176.000000 Penalty: 3235.139648
	Iteration 37Q: 3 clusters Score -2680176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2680182.750000 Penalty: 3235.139648
	Iteration 38Q: 3 clusters Score -2680183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2680185.250000 Penalty: 3235.139648
	Iteration 39Q: 3 clusters Score -2680185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2680185.250000 Penalty: 3235.139648
	Iteration 40F: 3 clusters Score -2680185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2680187.250000 Penalty: 3235.139648
	Iteration 41Q: 3 clusters Score -2680187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2680188.500000 Penalty: 3235.139648
	Iteration 42Q: 3 clusters Score -2680188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2680196.500000 Penalty: 3235.139648
	Iteration 43Q: 3 clusters Score -2680196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2680198.750000 Penalty: 3235.139648
	Iteration 44Q: 3 clusters Score -2680199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2680203.000000 Penalty: 3235.139648
	Iteration 45Q: 3 clusters Score -2680203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2680203.500000 Penalty: 3235.139648
	Iteration 46Q: 3 clusters Score -2680204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2680204.750000 Penalty: 3235.139648
	Iteration 47Q: 3 clusters Score -2680205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2680205.750000 Penalty: 3235.139648
	Iteration 48Q: 3 clusters Score -2680206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2680209.750000 Penalty: 3235.139648
	Iteration 49Q: 3 clusters Score -2680210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2680210.250000 Penalty: 3235.139648
	Iteration 50Q: 3 clusters Score -2680210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2680210.250000 Penalty: 3235.139648
	Iteration 51F: 3 clusters Score -2680210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -1054999.375000 Penalty: 1469.389160
	Iteration 0F: 2 clusters Score -1054999 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 4333 members 
Entering Unmasked Estep 
Score: -1048777.875000 Penalty: 2938.778320
	Iteration 0F: 3 clusters Score -1048778 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1050758.375000 Penalty: 2938.778320
	Iteration 1F: 3 clusters Score -1050758 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1051012.250000 Penalty: 2938.778320
	Iteration 2F: 3 clusters Score -1051012 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1051286.500000 Penalty: 2938.778320
	Iteration 3F: 3 clusters Score -1051286 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1051654.750000 Penalty: 2938.778320
	Iteration 4F: 3 clusters Score -1051655 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1052177.500000 Penalty: 2938.778320
	Iteration 5F: 3 clusters Score -1052178 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1052874.000000 Penalty: 2938.778320
	Iteration 6F: 3 clusters Score -1052874 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1053464.000000 Penalty: 2938.778320
	Iteration 7F: 3 clusters Score -1053464 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1053789.000000 Penalty: 2938.778320
	Iteration 8F: 3 clusters Score -1053789 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1053952.875000 Penalty: 2938.778320
	Iteration 9Q: 3 clusters Score -1053953 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1054035.000000 Penalty: 2938.778320
	Iteration 10Q: 3 clusters Score -1054035 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1054075.750000 Penalty: 2938.778320
	Iteration 11Q: 3 clusters Score -1054076 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1054095.375000 Penalty: 2938.778320
	Iteration 12Q: 3 clusters Score -1054095 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1054108.625000 Penalty: 2938.778320
	Iteration 13Q: 3 clusters Score -1054109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1054119.250000 Penalty: 2938.778320
	Iteration 14Q: 3 clusters Score -1054119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1054120.625000 Penalty: 2938.778320
	Iteration 15Q: 3 clusters Score -1054121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1054123.125000 Penalty: 2938.778320
	Iteration 16Q: 3 clusters Score -1054123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1054125.625000 Penalty: 2938.778320
	Iteration 17Q: 3 clusters Score -1054126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1054128.500000 Penalty: 2938.778320
	Iteration 18Q: 3 clusters Score -1054128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1054128.125000 Penalty: 2938.778320
	Iteration 19Q: 3 clusters Score -1054128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1054130.500000 Penalty: 2938.778320
	Iteration 20F: 3 clusters Score -1054130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1054128.875000 Penalty: 2938.778320
	Iteration 21Q: 3 clusters Score -1054129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1054131.750000 Penalty: 2938.778320
	Iteration 22Q: 3 clusters Score -1054132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1054132.250000 Penalty: 2938.778320
	Iteration 23Q: 3 clusters Score -1054132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1054132.750000 Penalty: 2938.778320
	Iteration 24Q: 3 clusters Score -1054133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1054131.250000 Penalty: 2938.778320
	Iteration 25Q: 3 clusters Score -1054131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1054132.625000 Penalty: 2938.778320
	Iteration 26Q: 3 clusters Score -1054133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1054133.125000 Penalty: 2938.778320
	Iteration 27Q: 3 clusters Score -1054133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1054132.750000 Penalty: 2938.778320
	Iteration 28Q: 3 clusters Score -1054133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1054133.875000 Penalty: 2938.778320
	Iteration 29Q: 3 clusters Score -1054134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1054134.375000 Penalty: 2938.778320
	Iteration 30Q: 3 clusters Score -1054134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1054134.375000 Penalty: 2938.778320
	Iteration 31F: 3 clusters Score -1054134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Entering Unmasked Estep 
Score: -520759.218750 Penalty: 1353.765381
	Iteration 0F: 2 clusters Score -520759.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -517299.781250 Penalty: 2707.530762
	Iteration 0F: 3 clusters Score -517299.8 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -518198.906250 Penalty: 2707.530762
	Iteration 1F: 3 clusters Score -518198.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -518425.625000 Penalty: 2707.530762
	Iteration 2F: 3 clusters Score -518425.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -518618.375000 Penalty: 2707.530762
	Iteration 3F: 3 clusters Score -518618.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -518818.343750 Penalty: 2707.530762
	Iteration 4F: 3 clusters Score -518818.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -519032.968750 Penalty: 2707.530762
	Iteration 5F: 3 clusters Score -519033 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -519219.906250 Penalty: 2707.530762
	Iteration 6F: 3 clusters Score -519219.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -519379.500000 Penalty: 2707.530762
	Iteration 7F: 3 clusters Score -519379.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -519521.750000 Penalty: 2707.530762
	Iteration 8Q: 3 clusters Score -519521.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -519614.093750 Penalty: 2707.530762
	Iteration 9Q: 3 clusters Score -519614.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -519673.031250 Penalty: 2707.530762
	Iteration 10Q: 3 clusters Score -519673 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -519702.156250 Penalty: 2707.530762
	Iteration 11Q: 3 clusters Score -519702.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -519721.031250 Penalty: 2707.530762
	Iteration 12Q: 3 clusters Score -519721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -519736.062500 Penalty: 2707.530762
	Iteration 13Q: 3 clusters Score -519736.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -519750.187500 Penalty: 2707.530762
	Iteration 14Q: 3 clusters Score -519750.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -519759.343750 Penalty: 2707.530762
	Iteration 15Q: 3 clusters Score -519759.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -519765.781250 Penalty: 2707.530762
	Iteration 16Q: 3 clusters Score -519765.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -519771.687500 Penalty: 2707.530762
	Iteration 17Q: 3 clusters Score -519771.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -519777.187500 Penalty: 2707.530762
	Iteration 18Q: 3 clusters Score -519777.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -519783.031250 Penalty: 2707.530762
	Iteration 19Q: 3 clusters Score -519783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -519791.562500 Penalty: 2707.530762
	Iteration 20F: 3 clusters Score -519791.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -519800.125000 Penalty: 2707.530762
	Iteration 21Q: 3 clusters Score -519800.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -519807.812500 Penalty: 2707.530762
	Iteration 22Q: 3 clusters Score -519807.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -519814.093750 Penalty: 2707.530762
	Iteration 23Q: 3 clusters Score -519814.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -519816.812500 Penalty: 2707.530762
	Iteration 24Q: 3 clusters Score -519816.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -519820.500000 Penalty: 2707.530762
	Iteration 25Q: 3 clusters Score -519820.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -519826.625000 Penalty: 2707.530762
	Iteration 26Q: 3 clusters Score -519826.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -519828.468750 Penalty: 2707.530762
	Iteration 27Q: 3 clusters Score -519828.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -519830.531250 Penalty: 2707.530762
	Iteration 28Q: 3 clusters Score -519830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -519831.125000 Penalty: 2707.530762
	Iteration 29Q: 3 clusters Score -519831.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -519834.343750 Penalty: 2707.530762
	Iteration 30Q: 3 clusters Score -519834.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -519833.906250 Penalty: 2707.530762
	Iteration 31Q: 3 clusters Score -519833.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -519834.062500 Penalty: 2707.530762
	Iteration 32Q: 3 clusters Score -519834.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -519834.062500 Penalty: 2707.530762
	Iteration 33F: 3 clusters Score -519834.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (131088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131088 members 
Entering Unmasked Estep 
Score: -16656013.000000 Penalty: 1914.838867
	Iteration 0F: 2 clusters Score -1.665601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 65410 members 
Entering Unmasked Estep 
Score: -16575538.000000 Penalty: 3829.677734
	Iteration 0F: 3 clusters Score -1.657554e+07 nChanged 63016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -16612954.000000 Penalty: 3829.677734
	Iteration 1F: 3 clusters Score -1.661295e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70889 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -16614172.000000 Penalty: 3829.677734
	Iteration 2Q: 3 clusters Score -1.661417e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -16616125.000000 Penalty: 3829.677734
	Iteration 3Q: 3 clusters Score -1.661612e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -16619094.000000 Penalty: 3829.677734
	Iteration 4Q: 3 clusters Score -1.661909e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86264 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -16623609.000000 Penalty: 3829.677734
	Iteration 5F: 3 clusters Score -1.662361e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94700 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -16630255.000000 Penalty: 3829.677734
	Iteration 6F: 3 clusters Score -1.663026e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103262 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -16637574.000000 Penalty: 3829.677734
	Iteration 7F: 3 clusters Score -1.663757e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110578 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -16644632.000000 Penalty: 3829.677734
	Iteration 8F: 3 clusters Score -1.664463e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116015 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -16649747.000000 Penalty: 3829.677734
	Iteration 9Q: 3 clusters Score -1.664975e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120038 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -16651869.000000 Penalty: 3829.677734
	Iteration 10Q: 3 clusters Score -1.665187e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123091 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -16652786.000000 Penalty: 3829.677734
	Iteration 11Q: 3 clusters Score -1.665279e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125297 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -16653139.000000 Penalty: 3829.677734
	Iteration 12Q: 3 clusters Score -1.665314e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126853 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -16653550.000000 Penalty: 3829.677734
	Iteration 13Q: 3 clusters Score -1.665355e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127962 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -16653934.000000 Penalty: 3829.677734
	Iteration 14Q: 3 clusters Score -1.665393e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128704 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -16654138.000000 Penalty: 3829.677734
	Iteration 15Q: 3 clusters Score -1.665414e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129167 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -16654394.000000 Penalty: 3829.677734
	Iteration 16Q: 3 clusters Score -1.665439e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129473 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -16654537.000000 Penalty: 3829.677734
	Iteration 17Q: 3 clusters Score -1.665454e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129672 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -16654648.000000 Penalty: 3829.677734
	Iteration 18Q: 3 clusters Score -1.665465e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129807 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -16654704.000000 Penalty: 3829.677734
	Iteration 19Q: 3 clusters Score -1.66547e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129885 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -16654704.000000 Penalty: 3829.677734
	Iteration 20F: 3 clusters Score -1.66547e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129932 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -16654741.000000 Penalty: 3829.677734
	Iteration 21Q: 3 clusters Score -1.665474e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129983 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -16654781.000000 Penalty: 3829.677734
	Iteration 22Q: 3 clusters Score -1.665478e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130016 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -16654806.000000 Penalty: 3829.677734
	Iteration 23Q: 3 clusters Score -1.665481e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130046 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -16654831.000000 Penalty: 3829.677734
	Iteration 24Q: 3 clusters Score -1.665483e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130052 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -16654895.000000 Penalty: 3829.677734
	Iteration 25Q: 3 clusters Score -1.66549e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130069 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -16654943.000000 Penalty: 3829.677734
	Iteration 26Q: 3 clusters Score -1.665494e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130088 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -16654961.000000 Penalty: 3829.677734
	Iteration 27Q: 3 clusters Score -1.665496e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130105 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -16655029.000000 Penalty: 3829.677734
	Iteration 28Q: 3 clusters Score -1.665503e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130121 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -16655050.000000 Penalty: 3829.677734
	Iteration 29Q: 3 clusters Score -1.665505e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130131 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -16655081.000000 Penalty: 3829.677734
	Iteration 30Q: 3 clusters Score -1.665508e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130143 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -16655111.000000 Penalty: 3829.677734
	Iteration 31Q: 3 clusters Score -1.665511e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130151 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -16655116.000000 Penalty: 3829.677734
	Iteration 32Q: 3 clusters Score -1.665512e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130164 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -16655126.000000 Penalty: 3829.677734
	Iteration 33Q: 3 clusters Score -1.665513e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130181 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16655133.000000 Penalty: 3829.677734
	Iteration 34Q: 3 clusters Score -1.665513e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130194 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -16655149.000000 Penalty: 3829.677734
	Iteration 35Q: 3 clusters Score -1.665515e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130196 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16655166.000000 Penalty: 3829.677734
	Iteration 36Q: 3 clusters Score -1.665517e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130192 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -16655183.000000 Penalty: 3829.677734
	Iteration 37Q: 3 clusters Score -1.665518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130194 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -16655183.000000 Penalty: 3829.677734
	Iteration 38Q: 3 clusters Score -1.665518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130198 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16655183.000000 Penalty: 3829.677734
	Iteration 39Q: 3 clusters Score -1.665518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130204 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -16655209.000000 Penalty: 3829.677734
	Iteration 40F: 3 clusters Score -1.665521e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130206 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -16655222.000000 Penalty: 3829.677734
	Iteration 41Q: 3 clusters Score -1.665522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130203 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -16655228.000000 Penalty: 3829.677734
	Iteration 42Q: 3 clusters Score -1.665523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130198 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16655222.000000 Penalty: 3829.677734
	Iteration 43Q: 3 clusters Score -1.665522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130198 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16655228.000000 Penalty: 3829.677734
	Iteration 44Q: 3 clusters Score -1.665523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130197 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -16655230.000000 Penalty: 3829.677734
	Iteration 45Q: 3 clusters Score -1.665523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130200 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -16655223.000000 Penalty: 3829.677734
	Iteration 46Q: 3 clusters Score -1.665522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130206 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -16655228.000000 Penalty: 3829.677734
	Iteration 47Q: 3 clusters Score -1.665523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130208 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -16655244.000000 Penalty: 3829.677734
	Iteration 48Q: 3 clusters Score -1.665524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130209 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -16655244.000000 Penalty: 3829.677734
	Iteration 49Q: 3 clusters Score -1.665524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130209 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -16655233.000000 Penalty: 3829.677734
	Iteration 50Q: 3 clusters Score -1.665523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130214 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -16655233.000000 Penalty: 3829.677734
	Iteration 51Q: 3 clusters Score -1.665523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130216 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -16655230.000000 Penalty: 3829.677734
	Iteration 52Q: 3 clusters Score -1.665523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130219 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -16655231.000000 Penalty: 3829.677734
	Iteration 53Q: 3 clusters Score -1.665523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130219 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -16655237.000000 Penalty: 3829.677734
	Iteration 54Q: 3 clusters Score -1.665524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130221 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -16655239.000000 Penalty: 3829.677734
	Iteration 55Q: 3 clusters Score -1.665524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130221 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -16655237.000000 Penalty: 3829.677734
	Iteration 56Q: 3 clusters Score -1.665524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130222 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -16655239.000000 Penalty: 3829.677734
	Iteration 57Q: 3 clusters Score -1.665524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130224 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -16655237.000000 Penalty: 3829.677734
	Iteration 58Q: 3 clusters Score -1.665524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130226 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -16655235.000000 Penalty: 3829.677734
	Iteration 59Q: 3 clusters Score -1.665524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130226 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -16655240.000000 Penalty: 3829.677734
	Iteration 60F: 3 clusters Score -1.665524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130228 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -16655235.000000 Penalty: 3829.677734
	Iteration 61Q: 3 clusters Score -1.665524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130229 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -16655236.000000 Penalty: 3829.677734
	Iteration 62Q: 3 clusters Score -1.665524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130231 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -16655241.000000 Penalty: 3829.677734
	Iteration 63Q: 3 clusters Score -1.665524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130232 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -16655235.000000 Penalty: 3829.677734
	Iteration 64Q: 3 clusters Score -1.665524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130232 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -16655235.000000 Penalty: 3829.677734
	Iteration 65F: 3 clusters Score -1.665524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Entering Unmasked Estep 
Score: -1464814.375000 Penalty: 1523.066040
	Iteration 0F: 2 clusters Score -1464814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1456579.250000 Penalty: 3046.132080
	Iteration 0F: 3 clusters Score -1456579 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1459292.875000 Penalty: 3046.132080
	Iteration 1F: 3 clusters Score -1459293 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1459648.375000 Penalty: 3046.132080
	Iteration 2F: 3 clusters Score -1459648 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1459998.500000 Penalty: 3046.132080
	Iteration 3F: 3 clusters Score -1459998 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1460380.625000 Penalty: 3046.132080
	Iteration 4F: 3 clusters Score -1460381 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1460741.625000 Penalty: 3046.132080
	Iteration 5F: 3 clusters Score -1460742 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1461050.625000 Penalty: 3046.132080
	Iteration 6F: 3 clusters Score -1461051 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1461317.750000 Penalty: 3046.132080
	Iteration 7Q: 3 clusters Score -1461318 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1461539.875000 Penalty: 3046.132080
	Iteration 8Q: 3 clusters Score -1461540 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1461736.125000 Penalty: 3046.132080
	Iteration 9Q: 3 clusters Score -1461736 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1461892.500000 Penalty: 3046.132080
	Iteration 10Q: 3 clusters Score -1461892 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1462012.000000 Penalty: 3046.132080
	Iteration 11Q: 3 clusters Score -1462012 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1462110.875000 Penalty: 3046.132080
	Iteration 12Q: 3 clusters Score -1462111 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1462170.000000 Penalty: 3046.132080
	Iteration 13Q: 3 clusters Score -1462170 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1462211.125000 Penalty: 3046.132080
	Iteration 14Q: 3 clusters Score -1462211 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1462239.750000 Penalty: 3046.132080
	Iteration 15Q: 3 clusters Score -1462240 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1462280.375000 Penalty: 3046.132080
	Iteration 16Q: 3 clusters Score -1462280 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1462311.875000 Penalty: 3046.132080
	Iteration 17Q: 3 clusters Score -1462312 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1462348.875000 Penalty: 3046.132080
	Iteration 18Q: 3 clusters Score -1462349 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1462369.750000 Penalty: 3046.132080
	Iteration 19Q: 3 clusters Score -1462370 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1462389.375000 Penalty: 3046.132080
	Iteration 20F: 3 clusters Score -1462389 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1462410.875000 Penalty: 3046.132080
	Iteration 21Q: 3 clusters Score -1462411 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1462430.125000 Penalty: 3046.132080
	Iteration 22Q: 3 clusters Score -1462430 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1462437.250000 Penalty: 3046.132080
	Iteration 23Q: 3 clusters Score -1462437 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1462447.000000 Penalty: 3046.132080
	Iteration 24Q: 3 clusters Score -1462447 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1462465.500000 Penalty: 3046.132080
	Iteration 25Q: 3 clusters Score -1462466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1462475.750000 Penalty: 3046.132080
	Iteration 26Q: 3 clusters Score -1462476 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1462493.625000 Penalty: 3046.132080
	Iteration 27Q: 3 clusters Score -1462494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1462506.875000 Penalty: 3046.132080
	Iteration 28Q: 3 clusters Score -1462507 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1462523.375000 Penalty: 3046.132080
	Iteration 29Q: 3 clusters Score -1462523 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1462539.125000 Penalty: 3046.132080
	Iteration 30Q: 3 clusters Score -1462539 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1462550.875000 Penalty: 3046.132080
	Iteration 31Q: 3 clusters Score -1462551 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1462569.250000 Penalty: 3046.132080
	Iteration 32Q: 3 clusters Score -1462569 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1462593.625000 Penalty: 3046.132080
	Iteration 33Q: 3 clusters Score -1462594 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1462613.625000 Penalty: 3046.132080
	Iteration 34Q: 3 clusters Score -1462614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1462638.625000 Penalty: 3046.132080
	Iteration 35Q: 3 clusters Score -1462639 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1462660.375000 Penalty: 3046.132080
	Iteration 36Q: 3 clusters Score -1462660 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1462690.000000 Penalty: 3046.132080
	Iteration 37Q: 3 clusters Score -1462690 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1462730.250000 Penalty: 3046.132080
	Iteration 38Q: 3 clusters Score -1462730 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1462763.875000 Penalty: 3046.132080
	Iteration 39Q: 3 clusters Score -1462764 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1462805.125000 Penalty: 3046.132080
	Iteration 40F: 3 clusters Score -1462805 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1462852.125000 Penalty: 3046.132080
	Iteration 41Q: 3 clusters Score -1462852 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1462898.375000 Penalty: 3046.132080
	Iteration 42Q: 3 clusters Score -1462898 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1462940.750000 Penalty: 3046.132080
	Iteration 43Q: 3 clusters Score -1462941 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1462994.125000 Penalty: 3046.132080
	Iteration 44Q: 3 clusters Score -1462994 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1463034.250000 Penalty: 3046.132080
	Iteration 45Q: 3 clusters Score -1463034 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1463089.625000 Penalty: 3046.132080
	Iteration 46Q: 3 clusters Score -1463090 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1463149.250000 Penalty: 3046.132080
	Iteration 47Q: 3 clusters Score -1463149 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1463225.125000 Penalty: 3046.132080
	Iteration 48Q: 3 clusters Score -1463225 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1463292.375000 Penalty: 3046.132080
	Iteration 49Q: 3 clusters Score -1463292 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1463376.625000 Penalty: 3046.132080
	Iteration 50Q: 3 clusters Score -1463377 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1463444.500000 Penalty: 3046.132080
	Iteration 51Q: 3 clusters Score -1463444 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1463512.375000 Penalty: 3046.132080
	Iteration 52Q: 3 clusters Score -1463512 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1463582.875000 Penalty: 3046.132080
	Iteration 53Q: 3 clusters Score -1463583 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1463637.250000 Penalty: 3046.132080
	Iteration 54Q: 3 clusters Score -1463637 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1463674.250000 Penalty: 3046.132080
	Iteration 55Q: 3 clusters Score -1463674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1463703.500000 Penalty: 3046.132080
	Iteration 56Q: 3 clusters Score -1463704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1463726.875000 Penalty: 3046.132080
	Iteration 57Q: 3 clusters Score -1463727 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1463747.250000 Penalty: 3046.132080
	Iteration 58Q: 3 clusters Score -1463747 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1463772.500000 Penalty: 3046.132080
	Iteration 59Q: 3 clusters Score -1463772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1463782.375000 Penalty: 3046.132080
	Iteration 60F: 3 clusters Score -1463782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1463794.875000 Penalty: 3046.132080
	Iteration 61Q: 3 clusters Score -1463795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1463801.375000 Penalty: 3046.132080
	Iteration 62Q: 3 clusters Score -1463801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1463810.250000 Penalty: 3046.132080
	Iteration 63Q: 3 clusters Score -1463810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1463813.125000 Penalty: 3046.132080
	Iteration 64Q: 3 clusters Score -1463813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1463818.250000 Penalty: 3046.132080
	Iteration 65Q: 3 clusters Score -1463818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1463827.875000 Penalty: 3046.132080
	Iteration 66Q: 3 clusters Score -1463828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1463830.375000 Penalty: 3046.132080
	Iteration 67Q: 3 clusters Score -1463830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1463828.875000 Penalty: 3046.132080
	Iteration 68Q: 3 clusters Score -1463829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1463833.750000 Penalty: 3046.132080
	Iteration 69Q: 3 clusters Score -1463834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1463839.750000 Penalty: 3046.132080
	Iteration 70Q: 3 clusters Score -1463840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1463841.500000 Penalty: 3046.132080
	Iteration 71Q: 3 clusters Score -1463842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1463845.500000 Penalty: 3046.132080
	Iteration 72Q: 3 clusters Score -1463846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1463848.875000 Penalty: 3046.132080
	Iteration 73Q: 3 clusters Score -1463849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1463849.750000 Penalty: 3046.132080
	Iteration 74Q: 3 clusters Score -1463850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1463849.750000 Penalty: 3046.132080
	Iteration 75F: 3 clusters Score -1463850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -20584.939453 Penalty: 857.693665
	Iteration 0F: 2 clusters Score -20584.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19901.177734 Penalty: 1715.387329
	Iteration 0F: 3 clusters Score -19901.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19976.384766 Penalty: 1715.387329
	Iteration 1F: 3 clusters Score -19976.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19999.216797 Penalty: 1715.387329
	Iteration 2Q: 3 clusters Score -19999.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20014.312500 Penalty: 1715.387329
	Iteration 3Q: 3 clusters Score -20014.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20019.236328 Penalty: 1715.387329
	Iteration 4Q: 3 clusters Score -20019.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20019.236328 Penalty: 1715.387329
	Iteration 5F: 3 clusters Score -20019.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -104777.640625 Penalty: 1112.109375
	Iteration 0F: 2 clusters Score -104777.6 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 467 members 
Entering Unmasked Estep 
Score: -103383.085938 Penalty: 2224.218750
	Iteration 0F: 3 clusters Score -103383.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -103671.851562 Penalty: 2224.218750
	Iteration 1F: 3 clusters Score -103671.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -103745.953125 Penalty: 2224.218750
	Iteration 2F: 3 clusters Score -103746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -103800.046875 Penalty: 2224.218750
	Iteration 3Q: 3 clusters Score -103800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -103852.539062 Penalty: 2224.218750
	Iteration 4Q: 3 clusters Score -103852.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -103883.031250 Penalty: 2224.218750
	Iteration 5Q: 3 clusters Score -103883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -103910.109375 Penalty: 2224.218750
	Iteration 6Q: 3 clusters Score -103910.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -103941.335938 Penalty: 2224.218750
	Iteration 7Q: 3 clusters Score -103941.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -103968.890625 Penalty: 2224.218750
	Iteration 8Q: 3 clusters Score -103968.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104004.585938 Penalty: 2224.218750
	Iteration 9Q: 3 clusters Score -104004.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -104040.281250 Penalty: 2224.218750
	Iteration 10Q: 3 clusters Score -104040.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104100.585938 Penalty: 2224.218750
	Iteration 11Q: 3 clusters Score -104100.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -104130.539062 Penalty: 2224.218750
	Iteration 12Q: 3 clusters Score -104130.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -104169.375000 Penalty: 2224.218750
	Iteration 13Q: 3 clusters Score -104169.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -104218.453125 Penalty: 2224.218750
	Iteration 14Q: 3 clusters Score -104218.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -104236.156250 Penalty: 2224.218750
	Iteration 15Q: 3 clusters Score -104236.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -104248.257812 Penalty: 2224.218750
	Iteration 16Q: 3 clusters Score -104248.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -104261.250000 Penalty: 2224.218750
	Iteration 17Q: 3 clusters Score -104261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -104273.468750 Penalty: 2224.218750
	Iteration 18Q: 3 clusters Score -104273.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104283.789062 Penalty: 2224.218750
	Iteration 19Q: 3 clusters Score -104283.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -104303.703125 Penalty: 2224.218750
	Iteration 20F: 3 clusters Score -104303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104311.320312 Penalty: 2224.218750
	Iteration 21Q: 3 clusters Score -104311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -104318.265625 Penalty: 2224.218750
	Iteration 22Q: 3 clusters Score -104318.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -104327.109375 Penalty: 2224.218750
	Iteration 23Q: 3 clusters Score -104327.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -104334.890625 Penalty: 2224.218750
	Iteration 24Q: 3 clusters Score -104334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104342.671875 Penalty: 2224.218750
	Iteration 25Q: 3 clusters Score -104342.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -104346.203125 Penalty: 2224.218750
	Iteration 26Q: 3 clusters Score -104346.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -104346.203125 Penalty: 2224.218750
	Iteration 27F: 3 clusters Score -104346.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Entering Unmasked Estep 
Score: -839324.000000 Penalty: 1430.140869
	Iteration 0F: 2 clusters Score -839324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -834276.000000 Penalty: 2860.281738
	Iteration 0F: 3 clusters Score -834276 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -835804.750000 Penalty: 2860.281738
	Iteration 1F: 3 clusters Score -835804.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -836193.687500 Penalty: 2860.281738
	Iteration 2F: 3 clusters Score -836193.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -836633.312500 Penalty: 2860.281738
	Iteration 3F: 3 clusters Score -836633.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -837208.562500 Penalty: 2860.281738
	Iteration 4F: 3 clusters Score -837208.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -837807.375000 Penalty: 2860.281738
	Iteration 5F: 3 clusters Score -837807.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -838168.687500 Penalty: 2860.281738
	Iteration 6F: 3 clusters Score -838168.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -838326.750000 Penalty: 2860.281738
	Iteration 7Q: 3 clusters Score -838326.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -838409.000000 Penalty: 2860.281738
	Iteration 8Q: 3 clusters Score -838409 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -838459.875000 Penalty: 2860.281738
	Iteration 9Q: 3 clusters Score -838459.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -838486.500000 Penalty: 2860.281738
	Iteration 10Q: 3 clusters Score -838486.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -838506.500000 Penalty: 2860.281738
	Iteration 11Q: 3 clusters Score -838506.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -838518.625000 Penalty: 2860.281738
	Iteration 12Q: 3 clusters Score -838518.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -838526.937500 Penalty: 2860.281738
	Iteration 13Q: 3 clusters Score -838526.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -838534.812500 Penalty: 2860.281738
	Iteration 14Q: 3 clusters Score -838534.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -838538.812500 Penalty: 2860.281738
	Iteration 15Q: 3 clusters Score -838538.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -838542.937500 Penalty: 2860.281738
	Iteration 16Q: 3 clusters Score -838542.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -838544.750000 Penalty: 2860.281738
	Iteration 17Q: 3 clusters Score -838544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -838545.750000 Penalty: 2860.281738
	Iteration 18Q: 3 clusters Score -838545.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -838549.750000 Penalty: 2860.281738
	Iteration 19Q: 3 clusters Score -838549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -838548.562500 Penalty: 2860.281738
	Iteration 20F: 3 clusters Score -838548.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -838549.187500 Penalty: 2860.281738
	Iteration 21Q: 3 clusters Score -838549.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -838549.562500 Penalty: 2860.281738
	Iteration 22Q: 3 clusters Score -838549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -838550.312500 Penalty: 2860.281738
	Iteration 23Q: 3 clusters Score -838550.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -838552.875000 Penalty: 2860.281738
	Iteration 24Q: 3 clusters Score -838552.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -838555.125000 Penalty: 2860.281738
	Iteration 25Q: 3 clusters Score -838555.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -838556.187500 Penalty: 2860.281738
	Iteration 26Q: 3 clusters Score -838556.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -838558.750000 Penalty: 2860.281738
	Iteration 27Q: 3 clusters Score -838558.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -838560.500000 Penalty: 2860.281738
	Iteration 28Q: 3 clusters Score -838560.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -838564.687500 Penalty: 2860.281738
	Iteration 29Q: 3 clusters Score -838564.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -838565.187500 Penalty: 2860.281738
	Iteration 30Q: 3 clusters Score -838565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -838566.937500 Penalty: 2860.281738
	Iteration 31Q: 3 clusters Score -838566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -838566.875000 Penalty: 2860.281738
	Iteration 32Q: 3 clusters Score -838566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -838567.937500 Penalty: 2860.281738
	Iteration 33Q: 3 clusters Score -838567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -838567.687500 Penalty: 2860.281738
	Iteration 34Q: 3 clusters Score -838567.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -838567.750000 Penalty: 2860.281738
	Iteration 35Q: 3 clusters Score -838567.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -838567.937500 Penalty: 2860.281738
	Iteration 36Q: 3 clusters Score -838567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -838569.062500 Penalty: 2860.281738
	Iteration 37Q: 3 clusters Score -838569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -838567.875000 Penalty: 2860.281738
	Iteration 38Q: 3 clusters Score -838567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -838569.000000 Penalty: 2860.281738
	Iteration 39Q: 3 clusters Score -838569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -838570.562500 Penalty: 2860.281738
	Iteration 40F: 3 clusters Score -838570.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -838572.375000 Penalty: 2860.281738
	Iteration 41Q: 3 clusters Score -838572.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -838572.375000 Penalty: 2860.281738
	Iteration 42F: 3 clusters Score -838572.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Entering Unmasked Estep 
Score: -1427851.250000 Penalty: 1522.581909
	Iteration 0F: 2 clusters Score -1427851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1419527.375000 Penalty: 3045.163818
	Iteration 0F: 3 clusters Score -1419527 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1422335.125000 Penalty: 3045.163818
	Iteration 1F: 3 clusters Score -1422335 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1422759.250000 Penalty: 3045.163818
	Iteration 2F: 3 clusters Score -1422759 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1423178.125000 Penalty: 3045.163818
	Iteration 3F: 3 clusters Score -1423178 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1423574.375000 Penalty: 3045.163818
	Iteration 4F: 3 clusters Score -1423574 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1423925.875000 Penalty: 3045.163818
	Iteration 5F: 3 clusters Score -1423926 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1424231.750000 Penalty: 3045.163818
	Iteration 6Q: 3 clusters Score -1424232 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1424481.250000 Penalty: 3045.163818
	Iteration 7Q: 3 clusters Score -1424481 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1424677.125000 Penalty: 3045.163818
	Iteration 8Q: 3 clusters Score -1424677 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1424814.250000 Penalty: 3045.163818
	Iteration 9Q: 3 clusters Score -1424814 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1424921.125000 Penalty: 3045.163818
	Iteration 10Q: 3 clusters Score -1424921 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1425009.125000 Penalty: 3045.163818
	Iteration 11Q: 3 clusters Score -1425009 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1425083.250000 Penalty: 3045.163818
	Iteration 12Q: 3 clusters Score -1425083 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1425147.750000 Penalty: 3045.163818
	Iteration 13Q: 3 clusters Score -1425148 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1425216.250000 Penalty: 3045.163818
	Iteration 14Q: 3 clusters Score -1425216 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1425258.625000 Penalty: 3045.163818
	Iteration 15Q: 3 clusters Score -1425259 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1425297.625000 Penalty: 3045.163818
	Iteration 16Q: 3 clusters Score -1425298 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1425332.875000 Penalty: 3045.163818
	Iteration 17Q: 3 clusters Score -1425333 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1425370.375000 Penalty: 3045.163818
	Iteration 18Q: 3 clusters Score -1425370 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1425406.375000 Penalty: 3045.163818
	Iteration 19Q: 3 clusters Score -1425406 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1425450.375000 Penalty: 3045.163818
	Iteration 20F: 3 clusters Score -1425450 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1425485.875000 Penalty: 3045.163818
	Iteration 21Q: 3 clusters Score -1425486 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1425515.500000 Penalty: 3045.163818
	Iteration 22Q: 3 clusters Score -1425516 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1425533.375000 Penalty: 3045.163818
	Iteration 23Q: 3 clusters Score -1425533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1425557.500000 Penalty: 3045.163818
	Iteration 24Q: 3 clusters Score -1425558 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1425612.750000 Penalty: 3045.163818
	Iteration 25Q: 3 clusters Score -1425613 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1425680.000000 Penalty: 3045.163818
	Iteration 26Q: 3 clusters Score -1425680 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1425738.250000 Penalty: 3045.163818
	Iteration 27Q: 3 clusters Score -1425738 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1425809.750000 Penalty: 3045.163818
	Iteration 28Q: 3 clusters Score -1425810 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1425889.250000 Penalty: 3045.163818
	Iteration 29Q: 3 clusters Score -1425889 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1425928.875000 Penalty: 3045.163818
	Iteration 30Q: 3 clusters Score -1425929 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1425972.000000 Penalty: 3045.163818
	Iteration 31Q: 3 clusters Score -1425972 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1426012.250000 Penalty: 3045.163818
	Iteration 32Q: 3 clusters Score -1426012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1426038.125000 Penalty: 3045.163818
	Iteration 33Q: 3 clusters Score -1426038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1426061.125000 Penalty: 3045.163818
	Iteration 34Q: 3 clusters Score -1426061 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1426074.125000 Penalty: 3045.163818
	Iteration 35Q: 3 clusters Score -1426074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1426077.125000 Penalty: 3045.163818
	Iteration 36Q: 3 clusters Score -1426077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1426091.625000 Penalty: 3045.163818
	Iteration 37Q: 3 clusters Score -1426092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1426096.000000 Penalty: 3045.163818
	Iteration 38Q: 3 clusters Score -1426096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1426102.125000 Penalty: 3045.163818
	Iteration 39Q: 3 clusters Score -1426102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1426104.375000 Penalty: 3045.163818
	Iteration 40F: 3 clusters Score -1426104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1426109.500000 Penalty: 3045.163818
	Iteration 41Q: 3 clusters Score -1426110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1426116.250000 Penalty: 3045.163818
	Iteration 42Q: 3 clusters Score -1426116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1426121.875000 Penalty: 3045.163818
	Iteration 43Q: 3 clusters Score -1426122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1426128.875000 Penalty: 3045.163818
	Iteration 44Q: 3 clusters Score -1426129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1426133.625000 Penalty: 3045.163818
	Iteration 45Q: 3 clusters Score -1426134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1426144.750000 Penalty: 3045.163818
	Iteration 46Q: 3 clusters Score -1426145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1426145.125000 Penalty: 3045.163818
	Iteration 47Q: 3 clusters Score -1426145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1426149.125000 Penalty: 3045.163818
	Iteration 48Q: 3 clusters Score -1426149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1426158.500000 Penalty: 3045.163818
	Iteration 49Q: 3 clusters Score -1426158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1426161.500000 Penalty: 3045.163818
	Iteration 50Q: 3 clusters Score -1426162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1426165.250000 Penalty: 3045.163818
	Iteration 51Q: 3 clusters Score -1426165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1426171.250000 Penalty: 3045.163818
	Iteration 52Q: 3 clusters Score -1426171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1426175.375000 Penalty: 3045.163818
	Iteration 53Q: 3 clusters Score -1426175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1426178.750000 Penalty: 3045.163818
	Iteration 54Q: 3 clusters Score -1426179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1426187.000000 Penalty: 3045.163818
	Iteration 55Q: 3 clusters Score -1426187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1426196.250000 Penalty: 3045.163818
	Iteration 56Q: 3 clusters Score -1426196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1426205.000000 Penalty: 3045.163818
	Iteration 57Q: 3 clusters Score -1426205 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1426210.500000 Penalty: 3045.163818
	Iteration 58Q: 3 clusters Score -1426210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1426213.125000 Penalty: 3045.163818
	Iteration 59Q: 3 clusters Score -1426213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1426214.125000 Penalty: 3045.163818
	Iteration 60F: 3 clusters Score -1426214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1426218.750000 Penalty: 3045.163818
	Iteration 61Q: 3 clusters Score -1426219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1426220.875000 Penalty: 3045.163818
	Iteration 62Q: 3 clusters Score -1426221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1426220.500000 Penalty: 3045.163818
	Iteration 63Q: 3 clusters Score -1426220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1426224.125000 Penalty: 3045.163818
	Iteration 64Q: 3 clusters Score -1426224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1426225.250000 Penalty: 3045.163818
	Iteration 65Q: 3 clusters Score -1426225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1426234.000000 Penalty: 3045.163818
	Iteration 66Q: 3 clusters Score -1426234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1426238.500000 Penalty: 3045.163818
	Iteration 67Q: 3 clusters Score -1426238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1426237.625000 Penalty: 3045.163818
	Iteration 68Q: 3 clusters Score -1426238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1426243.500000 Penalty: 3045.163818
	Iteration 69Q: 3 clusters Score -1426244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1426250.125000 Penalty: 3045.163818
	Iteration 70Q: 3 clusters Score -1426250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1426252.500000 Penalty: 3045.163818
	Iteration 71Q: 3 clusters Score -1426252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1426256.500000 Penalty: 3045.163818
	Iteration 72Q: 3 clusters Score -1426256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1426264.375000 Penalty: 3045.163818
	Iteration 73Q: 3 clusters Score -1426264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1426266.500000 Penalty: 3045.163818
	Iteration 74Q: 3 clusters Score -1426266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1426272.250000 Penalty: 3045.163818
	Iteration 75Q: 3 clusters Score -1426272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1426270.875000 Penalty: 3045.163818
	Iteration 76Q: 3 clusters Score -1426271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1426275.750000 Penalty: 3045.163818
	Iteration 77Q: 3 clusters Score -1426276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1426282.375000 Penalty: 3045.163818
	Iteration 78Q: 3 clusters Score -1426282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1426286.875000 Penalty: 3045.163818
	Iteration 79Q: 3 clusters Score -1426287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1426289.625000 Penalty: 3045.163818
	Iteration 80F: 3 clusters Score -1426290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1426297.750000 Penalty: 3045.163818
	Iteration 81Q: 3 clusters Score -1426298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1426303.375000 Penalty: 3045.163818
	Iteration 82Q: 3 clusters Score -1426303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1426313.625000 Penalty: 3045.163818
	Iteration 83Q: 3 clusters Score -1426314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1426321.125000 Penalty: 3045.163818
	Iteration 84Q: 3 clusters Score -1426321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1426330.375000 Penalty: 3045.163818
	Iteration 85Q: 3 clusters Score -1426330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1426335.375000 Penalty: 3045.163818
	Iteration 86Q: 3 clusters Score -1426335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1426339.000000 Penalty: 3045.163818
	Iteration 87Q: 3 clusters Score -1426339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1426346.875000 Penalty: 3045.163818
	Iteration 88Q: 3 clusters Score -1426347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1426352.500000 Penalty: 3045.163818
	Iteration 89Q: 3 clusters Score -1426352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1426361.625000 Penalty: 3045.163818
	Iteration 90Q: 3 clusters Score -1426362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1426371.375000 Penalty: 3045.163818
	Iteration 91Q: 3 clusters Score -1426371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1426377.625000 Penalty: 3045.163818
	Iteration 92Q: 3 clusters Score -1426378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1426384.125000 Penalty: 3045.163818
	Iteration 93Q: 3 clusters Score -1426384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1426388.000000 Penalty: 3045.163818
	Iteration 94Q: 3 clusters Score -1426388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1426399.875000 Penalty: 3045.163818
	Iteration 95Q: 3 clusters Score -1426400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1426408.500000 Penalty: 3045.163818
	Iteration 96Q: 3 clusters Score -1426408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1426408.625000 Penalty: 3045.163818
	Iteration 97Q: 3 clusters Score -1426409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1426410.500000 Penalty: 3045.163818
	Iteration 98Q: 3 clusters Score -1426410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1426418.625000 Penalty: 3045.163818
	Iteration 99Q: 3 clusters Score -1426419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1426431.875000 Penalty: 3045.163818
	Iteration 100F: 3 clusters Score -1426432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1426437.750000 Penalty: 3045.163818
	Iteration 101Q: 3 clusters Score -1426438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1426442.000000 Penalty: 3045.163818
	Iteration 102Q: 3 clusters Score -1426442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1426450.250000 Penalty: 3045.163818
	Iteration 103Q: 3 clusters Score -1426450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1426455.875000 Penalty: 3045.163818
	Iteration 104Q: 3 clusters Score -1426456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1426459.000000 Penalty: 3045.163818
	Iteration 105Q: 3 clusters Score -1426459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1426465.000000 Penalty: 3045.163818
	Iteration 106Q: 3 clusters Score -1426465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1426472.000000 Penalty: 3045.163818
	Iteration 107Q: 3 clusters Score -1426472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1426472.625000 Penalty: 3045.163818
	Iteration 108Q: 3 clusters Score -1426473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1426476.375000 Penalty: 3045.163818
	Iteration 109Q: 3 clusters Score -1426476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1426484.125000 Penalty: 3045.163818
	Iteration 110Q: 3 clusters Score -1426484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1426486.750000 Penalty: 3045.163818
	Iteration 111Q: 3 clusters Score -1426487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1426490.250000 Penalty: 3045.163818
	Iteration 112Q: 3 clusters Score -1426490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1426495.500000 Penalty: 3045.163818
	Iteration 113Q: 3 clusters Score -1426496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1426502.750000 Penalty: 3045.163818
	Iteration 114Q: 3 clusters Score -1426503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1426509.000000 Penalty: 3045.163818
	Iteration 115Q: 3 clusters Score -1426509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1426508.750000 Penalty: 3045.163818
	Iteration 116Q: 3 clusters Score -1426509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1426510.375000 Penalty: 3045.163818
	Iteration 117Q: 3 clusters Score -1426510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1426520.750000 Penalty: 3045.163818
	Iteration 118Q: 3 clusters Score -1426521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1426527.750000 Penalty: 3045.163818
	Iteration 119Q: 3 clusters Score -1426528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1426541.625000 Penalty: 3045.163818
	Iteration 120F: 3 clusters Score -1426542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1426549.750000 Penalty: 3045.163818
	Iteration 121Q: 3 clusters Score -1426550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1426555.500000 Penalty: 3045.163818
	Iteration 122Q: 3 clusters Score -1426556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1426555.750000 Penalty: 3045.163818
	Iteration 123Q: 3 clusters Score -1426556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1426561.125000 Penalty: 3045.163818
	Iteration 124Q: 3 clusters Score -1426561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1426561.750000 Penalty: 3045.163818
	Iteration 125Q: 3 clusters Score -1426562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1426566.375000 Penalty: 3045.163818
	Iteration 126Q: 3 clusters Score -1426566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1426570.750000 Penalty: 3045.163818
	Iteration 127Q: 3 clusters Score -1426571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1426577.375000 Penalty: 3045.163818
	Iteration 128Q: 3 clusters Score -1426577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1426581.375000 Penalty: 3045.163818
	Iteration 129Q: 3 clusters Score -1426581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1426586.000000 Penalty: 3045.163818
	Iteration 130Q: 3 clusters Score -1426586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1426586.125000 Penalty: 3045.163818
	Iteration 131Q: 3 clusters Score -1426586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1426591.625000 Penalty: 3045.163818
	Iteration 132Q: 3 clusters Score -1426592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1426592.125000 Penalty: 3045.163818
	Iteration 133Q: 3 clusters Score -1426592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1426594.500000 Penalty: 3045.163818
	Iteration 134Q: 3 clusters Score -1426594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1426602.125000 Penalty: 3045.163818
	Iteration 135Q: 3 clusters Score -1426602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1426605.000000 Penalty: 3045.163818
	Iteration 136Q: 3 clusters Score -1426605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1426605.375000 Penalty: 3045.163818
	Iteration 137Q: 3 clusters Score -1426605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1426609.125000 Penalty: 3045.163818
	Iteration 138Q: 3 clusters Score -1426609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1426616.250000 Penalty: 3045.163818
	Iteration 139Q: 3 clusters Score -1426616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1426619.375000 Penalty: 3045.163818
	Iteration 140F: 3 clusters Score -1426619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1426622.375000 Penalty: 3045.163818
	Iteration 141Q: 3 clusters Score -1426622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1426623.375000 Penalty: 3045.163818
	Iteration 142Q: 3 clusters Score -1426623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1426624.000000 Penalty: 3045.163818
	Iteration 143Q: 3 clusters Score -1426624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1426627.000000 Penalty: 3045.163818
	Iteration 144Q: 3 clusters Score -1426627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1426631.875000 Penalty: 3045.163818
	Iteration 145Q: 3 clusters Score -1426632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1426633.375000 Penalty: 3045.163818
	Iteration 146Q: 3 clusters Score -1426633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1426635.875000 Penalty: 3045.163818
	Iteration 147Q: 3 clusters Score -1426636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1426633.625000 Penalty: 3045.163818
	Iteration 148Q: 3 clusters Score -1426634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1426638.500000 Penalty: 3045.163818
	Iteration 149Q: 3 clusters Score -1426638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1426639.125000 Penalty: 3045.163818
	Iteration 150Q: 3 clusters Score -1426639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1426638.500000 Penalty: 3045.163818
	Iteration 151Q: 3 clusters Score -1426638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1426638.500000 Penalty: 3045.163818
	Iteration 152Q: 3 clusters Score -1426638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1426641.625000 Penalty: 3045.163818
	Iteration 153Q: 3 clusters Score -1426642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1426642.750000 Penalty: 3045.163818
	Iteration 154Q: 3 clusters Score -1426643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1426647.500000 Penalty: 3045.163818
	Iteration 155Q: 3 clusters Score -1426648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1426649.000000 Penalty: 3045.163818
	Iteration 156Q: 3 clusters Score -1426649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1426648.625000 Penalty: 3045.163818
	Iteration 157Q: 3 clusters Score -1426649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1426648.500000 Penalty: 3045.163818
	Iteration 158Q: 3 clusters Score -1426648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1426648.375000 Penalty: 3045.163818
	Iteration 159Q: 3 clusters Score -1426648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1426651.500000 Penalty: 3045.163818
	Iteration 160F: 3 clusters Score -1426652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1426652.125000 Penalty: 3045.163818
	Iteration 161Q: 3 clusters Score -1426652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1426652.125000 Penalty: 3045.163818
	Iteration 162F: 3 clusters Score -1426652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (129165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129165 members 
Entering Unmasked Estep 
Score: -16480490.000000 Penalty: 1912.437378
	Iteration 0F: 2 clusters Score -1.648049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 64427 members 
Entering Unmasked Estep 
Score: -16398783.000000 Penalty: 3824.874756
	Iteration 0F: 3 clusters Score -1.639878e+07 nChanged 62036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 62111 members 
Entering Unmasked Estep 
Score: -16435593.000000 Penalty: 3824.874756
	Iteration 1F: 3 clusters Score -1.643559e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67899 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -16436965.000000 Penalty: 3824.874756
	Iteration 2Q: 3 clusters Score -1.643696e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 60162 members 
Entering Unmasked Estep 
Score: -16438946.000000 Penalty: 3824.874756
	Iteration 3Q: 3 clusters Score -1.643895e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70588 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -16441558.000000 Penalty: 3824.874756
	Iteration 4Q: 3 clusters Score -1.644156e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -16444671.000000 Penalty: 3824.874756
	Iteration 5F: 3 clusters Score -1.644467e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -16448469.000000 Penalty: 3824.874756
	Iteration 6F: 3 clusters Score -1.644847e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -16452523.000000 Penalty: 3824.874756
	Iteration 7F: 3 clusters Score -1.645252e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84625 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -16456362.000000 Penalty: 3824.874756
	Iteration 8F: 3 clusters Score -1.645636e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -16459973.000000 Penalty: 3824.874756
	Iteration 9F: 3 clusters Score -1.645997e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95987 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -16463603.000000 Penalty: 3824.874756
	Iteration 10Q: 3 clusters Score -1.64636e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101827 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -16467072.000000 Penalty: 3824.874756
	Iteration 11Q: 3 clusters Score -1.646707e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107280 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -16470090.000000 Penalty: 3824.874756
	Iteration 12Q: 3 clusters Score -1.647009e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112185 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -16473749.000000 Penalty: 3824.874756
	Iteration 13Q: 3 clusters Score -1.647375e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116289 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -16476606.000000 Penalty: 3824.874756
	Iteration 14Q: 3 clusters Score -1.647661e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119564 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -16478299.000000 Penalty: 3824.874756
	Iteration 15Q: 3 clusters Score -1.64783e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121947 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -16479294.000000 Penalty: 3824.874756
	Iteration 16Q: 3 clusters Score -1.647929e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123611 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -16479705.000000 Penalty: 3824.874756
	Iteration 17Q: 3 clusters Score -1.64797e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124739 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -16479933.000000 Penalty: 3824.874756
	Iteration 18Q: 3 clusters Score -1.647993e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125512 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -16480033.000000 Penalty: 3824.874756
	Iteration 19Q: 3 clusters Score -1.648003e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126083 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -16480038.000000 Penalty: 3824.874756
	Iteration 20F: 3 clusters Score -1.648004e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126485 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -16480007.000000 Penalty: 3824.874756
	Iteration 21Q: 3 clusters Score -1.648001e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126785 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -16480020.000000 Penalty: 3824.874756
	Iteration 22Q: 3 clusters Score -1.648002e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127027 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -16479975.000000 Penalty: 3824.874756
	Iteration 23Q: 3 clusters Score -1.647998e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127205 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -16479971.000000 Penalty: 3824.874756
	Iteration 24Q: 3 clusters Score -1.647997e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127329 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -16479949.000000 Penalty: 3824.874756
	Iteration 25Q: 3 clusters Score -1.647995e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127424 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -16479981.000000 Penalty: 3824.874756
	Iteration 26Q: 3 clusters Score -1.647998e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127509 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -16479964.000000 Penalty: 3824.874756
	Iteration 27Q: 3 clusters Score -1.647996e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127582 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -16479948.000000 Penalty: 3824.874756
	Iteration 28Q: 3 clusters Score -1.647995e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127644 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -16479974.000000 Penalty: 3824.874756
	Iteration 29Q: 3 clusters Score -1.647997e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127687 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -16479982.000000 Penalty: 3824.874756
	Iteration 30Q: 3 clusters Score -1.647998e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127726 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -16479964.000000 Penalty: 3824.874756
	Iteration 31Q: 3 clusters Score -1.647996e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127758 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -16479944.000000 Penalty: 3824.874756
	Iteration 32Q: 3 clusters Score -1.647994e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127795 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -16479966.000000 Penalty: 3824.874756
	Iteration 33Q: 3 clusters Score -1.647997e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127830 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -16479966.000000 Penalty: 3824.874756
	Iteration 34Q: 3 clusters Score -1.647997e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127860 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -16479973.000000 Penalty: 3824.874756
	Iteration 35Q: 3 clusters Score -1.647997e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127878 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -16479961.000000 Penalty: 3824.874756
	Iteration 36Q: 3 clusters Score -1.647996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127900 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -16479956.000000 Penalty: 3824.874756
	Iteration 37Q: 3 clusters Score -1.647996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127916 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -16479966.000000 Penalty: 3824.874756
	Iteration 38Q: 3 clusters Score -1.647997e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127933 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -16479968.000000 Penalty: 3824.874756
	Iteration 39Q: 3 clusters Score -1.647997e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127949 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -16479960.000000 Penalty: 3824.874756
	Iteration 40F: 3 clusters Score -1.647996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127961 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -16479944.000000 Penalty: 3824.874756
	Iteration 41Q: 3 clusters Score -1.647994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127970 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -16479944.000000 Penalty: 3824.874756
	Iteration 42Q: 3 clusters Score -1.647994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127977 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -16479938.000000 Penalty: 3824.874756
	Iteration 43Q: 3 clusters Score -1.647994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127990 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -16479935.000000 Penalty: 3824.874756
	Iteration 44Q: 3 clusters Score -1.647994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128005 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -16479923.000000 Penalty: 3824.874756
	Iteration 45Q: 3 clusters Score -1.647992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128015 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -16479921.000000 Penalty: 3824.874756
	Iteration 46Q: 3 clusters Score -1.647992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128020 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -16479922.000000 Penalty: 3824.874756
	Iteration 47Q: 3 clusters Score -1.647992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128024 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -16479930.000000 Penalty: 3824.874756
	Iteration 48Q: 3 clusters Score -1.647993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128028 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -16479913.000000 Penalty: 3824.874756
	Iteration 49Q: 3 clusters Score -1.647991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128029 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -16479910.000000 Penalty: 3824.874756
	Iteration 50Q: 3 clusters Score -1.647991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128031 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -16479912.000000 Penalty: 3824.874756
	Iteration 51Q: 3 clusters Score -1.647991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128030 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -16479916.000000 Penalty: 3824.874756
	Iteration 52Q: 3 clusters Score -1.647992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128029 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -16479924.000000 Penalty: 3824.874756
	Iteration 53Q: 3 clusters Score -1.647992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128033 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -16479918.000000 Penalty: 3824.874756
	Iteration 54Q: 3 clusters Score -1.647992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128037 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -16479915.000000 Penalty: 3824.874756
	Iteration 55Q: 3 clusters Score -1.647992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128041 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -16479923.000000 Penalty: 3824.874756
	Iteration 56Q: 3 clusters Score -1.647992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128046 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -16479922.000000 Penalty: 3824.874756
	Iteration 57Q: 3 clusters Score -1.647992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128049 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -16479921.000000 Penalty: 3824.874756
	Iteration 58Q: 3 clusters Score -1.647992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128052 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -16479936.000000 Penalty: 3824.874756
	Iteration 59Q: 3 clusters Score -1.647994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -16479918.000000 Penalty: 3824.874756
	Iteration 60F: 3 clusters Score -1.647992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128057 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -16479915.000000 Penalty: 3824.874756
	Iteration 61Q: 3 clusters Score -1.647992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128058 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -16479914.000000 Penalty: 3824.874756
	Iteration 62Q: 3 clusters Score -1.647991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128058 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -16479915.000000 Penalty: 3824.874756
	Iteration 63Q: 3 clusters Score -1.647992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128059 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -16479913.000000 Penalty: 3824.874756
	Iteration 64Q: 3 clusters Score -1.647991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128060 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -16479908.000000 Penalty: 3824.874756
	Iteration 65Q: 3 clusters Score -1.647991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128064 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -16479908.000000 Penalty: 3824.874756
	Iteration 66Q: 3 clusters Score -1.647991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128067 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -16479917.000000 Penalty: 3824.874756
	Iteration 67Q: 3 clusters Score -1.647992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128070 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -16479911.000000 Penalty: 3824.874756
	Iteration 68Q: 3 clusters Score -1.647991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128074 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -16479909.000000 Penalty: 3824.874756
	Iteration 69Q: 3 clusters Score -1.647991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128078 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -16479909.000000 Penalty: 3824.874756
	Iteration 70Q: 3 clusters Score -1.647991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128081 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -16479914.000000 Penalty: 3824.874756
	Iteration 71Q: 3 clusters Score -1.647991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128081 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -16479920.000000 Penalty: 3824.874756
	Iteration 72Q: 3 clusters Score -1.647992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128082 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -16479905.000000 Penalty: 3824.874756
	Iteration 73Q: 3 clusters Score -1.64799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128082 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -16479905.000000 Penalty: 3824.874756
	Iteration 74F: 3 clusters Score -1.64799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Entering Unmasked Estep 
Score: -539449.000000 Penalty: 1380.262695
	Iteration 0F: 2 clusters Score -539449 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 2457 members 
Entering Unmasked Estep 
Score: -535591.250000 Penalty: 2760.525391
	Iteration 0F: 3 clusters Score -535591.2 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -536755.937500 Penalty: 2760.525391
	Iteration 1F: 3 clusters Score -536755.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -537054.750000 Penalty: 2760.525391
	Iteration 2F: 3 clusters Score -537054.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -537318.125000 Penalty: 2760.525391
	Iteration 3F: 3 clusters Score -537318.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -537580.062500 Penalty: 2760.525391
	Iteration 4F: 3 clusters Score -537580.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -537808.875000 Penalty: 2760.525391
	Iteration 5F: 3 clusters Score -537808.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -538002.687500 Penalty: 2760.525391
	Iteration 6F: 3 clusters Score -538002.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -538166.250000 Penalty: 2760.525391
	Iteration 7Q: 3 clusters Score -538166.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -538281.562500 Penalty: 2760.525391
	Iteration 8Q: 3 clusters Score -538281.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -538357.937500 Penalty: 2760.525391
	Iteration 9Q: 3 clusters Score -538357.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -538401.875000 Penalty: 2760.525391
	Iteration 10Q: 3 clusters Score -538401.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -538430.125000 Penalty: 2760.525391
	Iteration 11Q: 3 clusters Score -538430.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -538456.125000 Penalty: 2760.525391
	Iteration 12Q: 3 clusters Score -538456.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -538476.437500 Penalty: 2760.525391
	Iteration 13Q: 3 clusters Score -538476.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -538493.437500 Penalty: 2760.525391
	Iteration 14Q: 3 clusters Score -538493.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -538510.500000 Penalty: 2760.525391
	Iteration 15Q: 3 clusters Score -538510.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -538524.000000 Penalty: 2760.525391
	Iteration 16Q: 3 clusters Score -538524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -538538.937500 Penalty: 2760.525391
	Iteration 17Q: 3 clusters Score -538538.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -538547.000000 Penalty: 2760.525391
	Iteration 18Q: 3 clusters Score -538547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -538553.062500 Penalty: 2760.525391
	Iteration 19Q: 3 clusters Score -538553.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -538558.250000 Penalty: 2760.525391
	Iteration 20F: 3 clusters Score -538558.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -538562.000000 Penalty: 2760.525391
	Iteration 21Q: 3 clusters Score -538562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -538568.375000 Penalty: 2760.525391
	Iteration 22Q: 3 clusters Score -538568.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -538570.812500 Penalty: 2760.525391
	Iteration 23Q: 3 clusters Score -538570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -538571.187500 Penalty: 2760.525391
	Iteration 24Q: 3 clusters Score -538571.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -538571.250000 Penalty: 2760.525391
	Iteration 25Q: 3 clusters Score -538571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -538573.437500 Penalty: 2760.525391
	Iteration 26Q: 3 clusters Score -538573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -538574.875000 Penalty: 2760.525391
	Iteration 27Q: 3 clusters Score -538574.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -538575.812500 Penalty: 2760.525391
	Iteration 28Q: 3 clusters Score -538575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -538575.750000 Penalty: 2760.525391
	Iteration 29Q: 3 clusters Score -538575.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -538578.437500 Penalty: 2760.525391
	Iteration 30Q: 3 clusters Score -538578.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -538578.687500 Penalty: 2760.525391
	Iteration 31Q: 3 clusters Score -538578.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -538579.812500 Penalty: 2760.525391
	Iteration 32Q: 3 clusters Score -538579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -538580.312500 Penalty: 2760.525391
	Iteration 33Q: 3 clusters Score -538580.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -538583.187500 Penalty: 2760.525391
	Iteration 34Q: 3 clusters Score -538583.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -538586.125000 Penalty: 2760.525391
	Iteration 35Q: 3 clusters Score -538586.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -538586.750000 Penalty: 2760.525391
	Iteration 36Q: 3 clusters Score -538586.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -538588.187500 Penalty: 2760.525391
	Iteration 37Q: 3 clusters Score -538588.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -538592.000000 Penalty: 2760.525391
	Iteration 38Q: 3 clusters Score -538592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -538593.437500 Penalty: 2760.525391
	Iteration 39Q: 3 clusters Score -538593.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -538596.875000 Penalty: 2760.525391
	Iteration 40F: 3 clusters Score -538596.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -538599.187500 Penalty: 2760.525391
	Iteration 41Q: 3 clusters Score -538599.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -538602.375000 Penalty: 2760.525391
	Iteration 42Q: 3 clusters Score -538602.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -538604.625000 Penalty: 2760.525391
	Iteration 43Q: 3 clusters Score -538604.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -538606.125000 Penalty: 2760.525391
	Iteration 44Q: 3 clusters Score -538606.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -538607.750000 Penalty: 2760.525391
	Iteration 45Q: 3 clusters Score -538607.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -538607.687500 Penalty: 2760.525391
	Iteration 46Q: 3 clusters Score -538607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -538607.375000 Penalty: 2760.525391
	Iteration 47Q: 3 clusters Score -538607.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -538609.875000 Penalty: 2760.525391
	Iteration 48Q: 3 clusters Score -538609.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -538610.875000 Penalty: 2760.525391
	Iteration 49Q: 3 clusters Score -538610.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -538615.062500 Penalty: 2760.525391
	Iteration 50Q: 3 clusters Score -538615.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -538617.687500 Penalty: 2760.525391
	Iteration 51Q: 3 clusters Score -538617.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -538619.625000 Penalty: 2760.525391
	Iteration 52Q: 3 clusters Score -538619.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -538620.437500 Penalty: 2760.525391
	Iteration 53Q: 3 clusters Score -538620.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -538621.875000 Penalty: 2760.525391
	Iteration 54Q: 3 clusters Score -538621.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -538622.000000 Penalty: 2760.525391
	Iteration 55Q: 3 clusters Score -538622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -538621.687500 Penalty: 2760.525391
	Iteration 56Q: 3 clusters Score -538621.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -538622.812500 Penalty: 2760.525391
	Iteration 57Q: 3 clusters Score -538622.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -538624.062500 Penalty: 2760.525391
	Iteration 58Q: 3 clusters Score -538624.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -538629.062500 Penalty: 2760.525391
	Iteration 59Q: 3 clusters Score -538629.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -538637.000000 Penalty: 2760.525391
	Iteration 60F: 3 clusters Score -538637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -538645.062500 Penalty: 2760.525391
	Iteration 61Q: 3 clusters Score -538645.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -538650.750000 Penalty: 2760.525391
	Iteration 62Q: 3 clusters Score -538650.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -538654.250000 Penalty: 2760.525391
	Iteration 63Q: 3 clusters Score -538654.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -538657.625000 Penalty: 2760.525391
	Iteration 64Q: 3 clusters Score -538657.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -538659.437500 Penalty: 2760.525391
	Iteration 65Q: 3 clusters Score -538659.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -538660.375000 Penalty: 2760.525391
	Iteration 66Q: 3 clusters Score -538660.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -538664.375000 Penalty: 2760.525391
	Iteration 67Q: 3 clusters Score -538664.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -538666.937500 Penalty: 2760.525391
	Iteration 68Q: 3 clusters Score -538666.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -538673.875000 Penalty: 2760.525391
	Iteration 69Q: 3 clusters Score -538673.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -538676.875000 Penalty: 2760.525391
	Iteration 70Q: 3 clusters Score -538676.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -538680.000000 Penalty: 2760.525391
	Iteration 71Q: 3 clusters Score -538680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -538683.437500 Penalty: 2760.525391
	Iteration 72Q: 3 clusters Score -538683.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -538690.062500 Penalty: 2760.525391
	Iteration 73Q: 3 clusters Score -538690.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -538700.187500 Penalty: 2760.525391
	Iteration 74Q: 3 clusters Score -538700.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -538718.187500 Penalty: 2760.525391
	Iteration 75Q: 3 clusters Score -538718.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -538733.500000 Penalty: 2760.525391
	Iteration 76Q: 3 clusters Score -538733.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -538749.625000 Penalty: 2760.525391
	Iteration 77Q: 3 clusters Score -538749.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -538760.062500 Penalty: 2760.525391
	Iteration 78Q: 3 clusters Score -538760.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -538770.062500 Penalty: 2760.525391
	Iteration 79Q: 3 clusters Score -538770.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -538777.812500 Penalty: 2760.525391
	Iteration 80F: 3 clusters Score -538777.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -538782.812500 Penalty: 2760.525391
	Iteration 81Q: 3 clusters Score -538782.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -538790.187500 Penalty: 2760.525391
	Iteration 82Q: 3 clusters Score -538790.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -538795.750000 Penalty: 2760.525391
	Iteration 83Q: 3 clusters Score -538795.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -538800.937500 Penalty: 2760.525391
	Iteration 84Q: 3 clusters Score -538800.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -538806.812500 Penalty: 2760.525391
	Iteration 85Q: 3 clusters Score -538806.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -538811.625000 Penalty: 2760.525391
	Iteration 86Q: 3 clusters Score -538811.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -538813.625000 Penalty: 2760.525391
	Iteration 87Q: 3 clusters Score -538813.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -538815.687500 Penalty: 2760.525391
	Iteration 88Q: 3 clusters Score -538815.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -538815.687500 Penalty: 2760.525391
	Iteration 89Q: 3 clusters Score -538815.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -538816.875000 Penalty: 2760.525391
	Iteration 90Q: 3 clusters Score -538816.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -538817.187500 Penalty: 2760.525391
	Iteration 91Q: 3 clusters Score -538817.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -538819.187500 Penalty: 2760.525391
	Iteration 92Q: 3 clusters Score -538819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -538820.312500 Penalty: 2760.525391
	Iteration 93Q: 3 clusters Score -538820.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -538821.000000 Penalty: 2760.525391
	Iteration 94Q: 3 clusters Score -538821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -538821.125000 Penalty: 2760.525391
	Iteration 95Q: 3 clusters Score -538821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -538822.125000 Penalty: 2760.525391
	Iteration 96Q: 3 clusters Score -538822.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -538822.250000 Penalty: 2760.525391
	Iteration 97Q: 3 clusters Score -538822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -538823.125000 Penalty: 2760.525391
	Iteration 98Q: 3 clusters Score -538823.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -538823.875000 Penalty: 2760.525391
	Iteration 99Q: 3 clusters Score -538823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -538823.750000 Penalty: 2760.525391
	Iteration 100F: 3 clusters Score -538823.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Entering Unmasked Estep 
Score: -921817.062500 Penalty: 1447.487061
	Iteration 0F: 2 clusters Score -921817.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -916262.562500 Penalty: 2894.974121
	Iteration 0F: 3 clusters Score -916262.6 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -918016.625000 Penalty: 2894.974121
	Iteration 1F: 3 clusters Score -918016.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -918290.562500 Penalty: 2894.974121
	Iteration 2F: 3 clusters Score -918290.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -918648.312500 Penalty: 2894.974121
	Iteration 3F: 3 clusters Score -918648.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -919223.625000 Penalty: 2894.974121
	Iteration 4F: 3 clusters Score -919223.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -919956.000000 Penalty: 2894.974121
	Iteration 5F: 3 clusters Score -919956 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -920558.062500 Penalty: 2894.974121
	Iteration 6F: 3 clusters Score -920558.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -920930.625000 Penalty: 2894.974121
	Iteration 7F: 3 clusters Score -920930.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -921102.062500 Penalty: 2894.974121
	Iteration 8Q: 3 clusters Score -921102.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -921183.812500 Penalty: 2894.974121
	Iteration 9Q: 3 clusters Score -921183.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -921220.437500 Penalty: 2894.974121
	Iteration 10Q: 3 clusters Score -921220.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -921241.125000 Penalty: 2894.974121
	Iteration 11Q: 3 clusters Score -921241.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -921249.062500 Penalty: 2894.974121
	Iteration 12Q: 3 clusters Score -921249.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -921257.750000 Penalty: 2894.974121
	Iteration 13Q: 3 clusters Score -921257.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -921257.187500 Penalty: 2894.974121
	Iteration 14Q: 3 clusters Score -921257.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -921259.437500 Penalty: 2894.974121
	Iteration 15Q: 3 clusters Score -921259.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -921262.000000 Penalty: 2894.974121
	Iteration 16Q: 3 clusters Score -921262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -921260.937500 Penalty: 2894.974121
	Iteration 17Q: 3 clusters Score -921260.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -921262.125000 Penalty: 2894.974121
	Iteration 18Q: 3 clusters Score -921262.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -921262.562500 Penalty: 2894.974121
	Iteration 19Q: 3 clusters Score -921262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -921262.812500 Penalty: 2894.974121
	Iteration 20F: 3 clusters Score -921262.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -921263.562500 Penalty: 2894.974121
	Iteration 21Q: 3 clusters Score -921263.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -921264.812500 Penalty: 2894.974121
	Iteration 22Q: 3 clusters Score -921264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -921263.750000 Penalty: 2894.974121
	Iteration 23Q: 3 clusters Score -921263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -921264.875000 Penalty: 2894.974121
	Iteration 24Q: 3 clusters Score -921264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -921263.937500 Penalty: 2894.974121
	Iteration 25Q: 3 clusters Score -921263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -921263.937500 Penalty: 2894.974121
	Iteration 26F: 3 clusters Score -921263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Entering Unmasked Estep 
Score: -1043921.937500 Penalty: 1465.616821
	Iteration 0F: 2 clusters Score -1043922 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 4206 members 
Entering Unmasked Estep 
Score: -1037988.625000 Penalty: 2931.233643
	Iteration 0F: 3 clusters Score -1037989 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1039860.312500 Penalty: 2931.233643
	Iteration 1F: 3 clusters Score -1039860 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1040136.312500 Penalty: 2931.233643
	Iteration 2F: 3 clusters Score -1040136 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1040385.437500 Penalty: 2931.233643
	Iteration 3F: 3 clusters Score -1040385 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1040592.125000 Penalty: 2931.233643
	Iteration 4Q: 3 clusters Score -1040592 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1040770.875000 Penalty: 2931.233643
	Iteration 5Q: 3 clusters Score -1040771 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1040973.812500 Penalty: 2931.233643
	Iteration 6Q: 3 clusters Score -1040974 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1041172.687500 Penalty: 2931.233643
	Iteration 7Q: 3 clusters Score -1041173 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1041368.812500 Penalty: 2931.233643
	Iteration 8Q: 3 clusters Score -1041369 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1041591.187500 Penalty: 2931.233643
	Iteration 9Q: 3 clusters Score -1041591 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1041789.000000 Penalty: 2931.233643
	Iteration 10Q: 3 clusters Score -1041789 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1041953.187500 Penalty: 2931.233643
	Iteration 11Q: 3 clusters Score -1041953 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1042072.062500 Penalty: 2931.233643
	Iteration 12Q: 3 clusters Score -1042072 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1042181.937500 Penalty: 2931.233643
	Iteration 13Q: 3 clusters Score -1042182 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1042257.437500 Penalty: 2931.233643
	Iteration 14Q: 3 clusters Score -1042257 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1042312.187500 Penalty: 2931.233643
	Iteration 15Q: 3 clusters Score -1042312 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1042360.312500 Penalty: 2931.233643
	Iteration 16Q: 3 clusters Score -1042360 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1042399.562500 Penalty: 2931.233643
	Iteration 17Q: 3 clusters Score -1042400 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1042434.875000 Penalty: 2931.233643
	Iteration 18Q: 3 clusters Score -1042435 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1042464.437500 Penalty: 2931.233643
	Iteration 19Q: 3 clusters Score -1042464 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1042489.812500 Penalty: 2931.233643
	Iteration 20F: 3 clusters Score -1042490 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1042502.937500 Penalty: 2931.233643
	Iteration 21Q: 3 clusters Score -1042503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1042520.937500 Penalty: 2931.233643
	Iteration 22Q: 3 clusters Score -1042521 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1042535.687500 Penalty: 2931.233643
	Iteration 23Q: 3 clusters Score -1042536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1042545.250000 Penalty: 2931.233643
	Iteration 24Q: 3 clusters Score -1042545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1042553.687500 Penalty: 2931.233643
	Iteration 25Q: 3 clusters Score -1042554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1042562.375000 Penalty: 2931.233643
	Iteration 26Q: 3 clusters Score -1042562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1042571.312500 Penalty: 2931.233643
	Iteration 27Q: 3 clusters Score -1042571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1042583.375000 Penalty: 2931.233643
	Iteration 28Q: 3 clusters Score -1042583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1042589.125000 Penalty: 2931.233643
	Iteration 29Q: 3 clusters Score -1042589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1042596.500000 Penalty: 2931.233643
	Iteration 30Q: 3 clusters Score -1042596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1042604.250000 Penalty: 2931.233643
	Iteration 31Q: 3 clusters Score -1042604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1042612.500000 Penalty: 2931.233643
	Iteration 32Q: 3 clusters Score -1042612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1042617.937500 Penalty: 2931.233643
	Iteration 33Q: 3 clusters Score -1042618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1042620.312500 Penalty: 2931.233643
	Iteration 34Q: 3 clusters Score -1042620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1042621.875000 Penalty: 2931.233643
	Iteration 35Q: 3 clusters Score -1042622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1042625.625000 Penalty: 2931.233643
	Iteration 36Q: 3 clusters Score -1042626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1042632.437500 Penalty: 2931.233643
	Iteration 37Q: 3 clusters Score -1042632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1042640.437500 Penalty: 2931.233643
	Iteration 38Q: 3 clusters Score -1042640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1042646.875000 Penalty: 2931.233643
	Iteration 39Q: 3 clusters Score -1042647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1042653.562500 Penalty: 2931.233643
	Iteration 40F: 3 clusters Score -1042654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1042656.875000 Penalty: 2931.233643
	Iteration 41Q: 3 clusters Score -1042657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1042656.125000 Penalty: 2931.233643
	Iteration 42Q: 3 clusters Score -1042656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1042658.437500 Penalty: 2931.233643
	Iteration 43Q: 3 clusters Score -1042658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1042661.375000 Penalty: 2931.233643
	Iteration 44Q: 3 clusters Score -1042661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1042660.875000 Penalty: 2931.233643
	Iteration 45Q: 3 clusters Score -1042661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1042662.187500 Penalty: 2931.233643
	Iteration 46Q: 3 clusters Score -1042662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1042663.437500 Penalty: 2931.233643
	Iteration 47Q: 3 clusters Score -1042663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1042663.875000 Penalty: 2931.233643
	Iteration 48Q: 3 clusters Score -1042664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1042666.375000 Penalty: 2931.233643
	Iteration 49Q: 3 clusters Score -1042666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1042667.062500 Penalty: 2931.233643
	Iteration 50Q: 3 clusters Score -1042667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1042668.125000 Penalty: 2931.233643
	Iteration 51Q: 3 clusters Score -1042668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1042669.875000 Penalty: 2931.233643
	Iteration 52Q: 3 clusters Score -1042670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1042672.125000 Penalty: 2931.233643
	Iteration 53Q: 3 clusters Score -1042672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1042672.250000 Penalty: 2931.233643
	Iteration 54Q: 3 clusters Score -1042672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1042676.312500 Penalty: 2931.233643
	Iteration 55Q: 3 clusters Score -1042676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1042679.187500 Penalty: 2931.233643
	Iteration 56Q: 3 clusters Score -1042679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1042684.125000 Penalty: 2931.233643
	Iteration 57Q: 3 clusters Score -1042684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1042686.500000 Penalty: 2931.233643
	Iteration 58Q: 3 clusters Score -1042686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1042687.937500 Penalty: 2931.233643
	Iteration 59Q: 3 clusters Score -1042688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1042688.687500 Penalty: 2931.233643
	Iteration 60F: 3 clusters Score -1042689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1042690.500000 Penalty: 2931.233643
	Iteration 61Q: 3 clusters Score -1042690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1042692.000000 Penalty: 2931.233643
	Iteration 62Q: 3 clusters Score -1042692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1042693.437500 Penalty: 2931.233643
	Iteration 63Q: 3 clusters Score -1042693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1042696.750000 Penalty: 2931.233643
	Iteration 64Q: 3 clusters Score -1042697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1042696.312500 Penalty: 2931.233643
	Iteration 65Q: 3 clusters Score -1042696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1042697.812500 Penalty: 2931.233643
	Iteration 66Q: 3 clusters Score -1042698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1042697.812500 Penalty: 2931.233643
	Iteration 67F: 3 clusters Score -1042698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (77450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Entering Unmasked Estep 
Score: -9153629.000000 Penalty: 1829.325562
	Iteration 0F: 2 clusters Score -9153629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -9102120.000000 Penalty: 3658.651123
	Iteration 0F: 3 clusters Score -9102120 nChanged 36755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -9124621.000000 Penalty: 3658.651123
	Iteration 1F: 3 clusters Score -9124621 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -9126769.000000 Penalty: 3658.651123
	Iteration 2F: 3 clusters Score -9126769 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -9129524.000000 Penalty: 3658.651123
	Iteration 3F: 3 clusters Score -9129524 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -9132808.000000 Penalty: 3658.651123
	Iteration 4F: 3 clusters Score -9132808 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -9136401.000000 Penalty: 3658.651123
	Iteration 5F: 3 clusters Score -9136401 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -9139383.000000 Penalty: 3658.651123
	Iteration 6F: 3 clusters Score -9139383 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -9141654.000000 Penalty: 3658.651123
	Iteration 7Q: 3 clusters Score -9141654 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -9142960.000000 Penalty: 3658.651123
	Iteration 8Q: 3 clusters Score -9142960 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -9143755.000000 Penalty: 3658.651123
	Iteration 9Q: 3 clusters Score -9143755 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -9144314.000000 Penalty: 3658.651123
	Iteration 10Q: 3 clusters Score -9144314 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -9144786.000000 Penalty: 3658.651123
	Iteration 11Q: 3 clusters Score -9144786 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -9145233.000000 Penalty: 3658.651123
	Iteration 12Q: 3 clusters Score -9145233 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -9145674.000000 Penalty: 3658.651123
	Iteration 13Q: 3 clusters Score -9145674 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -9146171.000000 Penalty: 3658.651123
	Iteration 14Q: 3 clusters Score -9146171 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -9146625.000000 Penalty: 3658.651123
	Iteration 15Q: 3 clusters Score -9146625 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -9147087.000000 Penalty: 3658.651123
	Iteration 16Q: 3 clusters Score -9147087 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -9147492.000000 Penalty: 3658.651123
	Iteration 17Q: 3 clusters Score -9147492 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -9147940.000000 Penalty: 3658.651123
	Iteration 18Q: 3 clusters Score -9147940 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -9148291.000000 Penalty: 3658.651123
	Iteration 19Q: 3 clusters Score -9148291 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 65895 members 
Entering Unmasked Estep 
Score: -9148690.000000 Penalty: 3658.651123
	Iteration 20F: 3 clusters Score -9148690 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -9149027.000000 Penalty: 3658.651123
	Iteration 21Q: 3 clusters Score -9149027 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -9149318.000000 Penalty: 3658.651123
	Iteration 22Q: 3 clusters Score -9149318 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
Score: -9149528.000000 Penalty: 3658.651123
	Iteration 23Q: 3 clusters Score -9149528 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -9149712.000000 Penalty: 3658.651123
	Iteration 24Q: 3 clusters Score -9149712 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
Score: -9149876.000000 Penalty: 3658.651123
	Iteration 25Q: 3 clusters Score -9149876 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -9150052.000000 Penalty: 3658.651123
	Iteration 26Q: 3 clusters Score -9150052 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -9150256.000000 Penalty: 3658.651123
	Iteration 27Q: 3 clusters Score -9150256 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
Score: -9150448.000000 Penalty: 3658.651123
	Iteration 28Q: 3 clusters Score -9150448 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
Score: -9150586.000000 Penalty: 3658.651123
	Iteration 29Q: 3 clusters Score -9150586 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 72324 members 
Entering Unmasked Estep 
Score: -9150788.000000 Penalty: 3658.651123
	Iteration 30Q: 3 clusters Score -9150788 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -9150943.000000 Penalty: 3658.651123
	Iteration 31Q: 3 clusters Score -9150943 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 73200 members 
Entering Unmasked Estep 
Score: -9151073.000000 Penalty: 3658.651123
	Iteration 32Q: 3 clusters Score -9151073 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
Score: -9151243.000000 Penalty: 3658.651123
	Iteration 33Q: 3 clusters Score -9151243 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -9151363.000000 Penalty: 3658.651123
	Iteration 34Q: 3 clusters Score -9151363 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -9151501.000000 Penalty: 3658.651123
	Iteration 35Q: 3 clusters Score -9151501 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 74601 members 
Entering Unmasked Estep 
Score: -9151604.000000 Penalty: 3658.651123
	Iteration 36Q: 3 clusters Score -9151604 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 74860 members 
Entering Unmasked Estep 
Score: -9151729.000000 Penalty: 3658.651123
	Iteration 37Q: 3 clusters Score -9151729 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 75084 members 
Entering Unmasked Estep 
Score: -9151821.000000 Penalty: 3658.651123
	Iteration 38Q: 3 clusters Score -9151821 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -9151917.000000 Penalty: 3658.651123
	Iteration 39Q: 3 clusters Score -9151917 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -9151993.000000 Penalty: 3658.651123
	Iteration 40F: 3 clusters Score -9151993 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 75609 members 
Entering Unmasked Estep 
Score: -9152044.000000 Penalty: 3658.651123
	Iteration 41Q: 3 clusters Score -9152044 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 75722 members 
Entering Unmasked Estep 
Score: -9152077.000000 Penalty: 3658.651123
	Iteration 42Q: 3 clusters Score -9152077 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 75838 members 
Entering Unmasked Estep 
Score: -9152142.000000 Penalty: 3658.651123
	Iteration 43Q: 3 clusters Score -9152142 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 75944 members 
Entering Unmasked Estep 
Score: -9152175.000000 Penalty: 3658.651123
	Iteration 44Q: 3 clusters Score -9152175 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -9152215.000000 Penalty: 3658.651123
	Iteration 45Q: 3 clusters Score -9152215 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -9152238.000000 Penalty: 3658.651123
	Iteration 46Q: 3 clusters Score -9152238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 76133 members 
Entering Unmasked Estep 
Score: -9152250.000000 Penalty: 3658.651123
	Iteration 47Q: 3 clusters Score -9152250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -9152281.000000 Penalty: 3658.651123
	Iteration 48Q: 3 clusters Score -9152281 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 76216 members 
Entering Unmasked Estep 
Score: -9152309.000000 Penalty: 3658.651123
	Iteration 49Q: 3 clusters Score -9152309 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -9152308.000000 Penalty: 3658.651123
	Iteration 50Q: 3 clusters Score -9152308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -9152328.000000 Penalty: 3658.651123
	Iteration 51Q: 3 clusters Score -9152328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 76322 members 
Entering Unmasked Estep 
Score: -9152353.000000 Penalty: 3658.651123
	Iteration 52Q: 3 clusters Score -9152353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 76336 members 
Entering Unmasked Estep 
Score: -9152375.000000 Penalty: 3658.651123
	Iteration 53Q: 3 clusters Score -9152375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 76350 members 
Entering Unmasked Estep 
Score: -9152379.000000 Penalty: 3658.651123
	Iteration 54Q: 3 clusters Score -9152379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -9152389.000000 Penalty: 3658.651123
	Iteration 55Q: 3 clusters Score -9152389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -9152394.000000 Penalty: 3658.651123
	Iteration 56Q: 3 clusters Score -9152394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 76375 members 
Entering Unmasked Estep 
Score: -9152416.000000 Penalty: 3658.651123
	Iteration 57Q: 3 clusters Score -9152416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 76384 members 
Entering Unmasked Estep 
Score: -9152412.000000 Penalty: 3658.651123
	Iteration 58Q: 3 clusters Score -9152412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 76391 members 
Entering Unmasked Estep 
Score: -9152411.000000 Penalty: 3658.651123
	Iteration 59Q: 3 clusters Score -9152411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -9152420.000000 Penalty: 3658.651123
	Iteration 60F: 3 clusters Score -9152420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -9152427.000000 Penalty: 3658.651123
	Iteration 61Q: 3 clusters Score -9152427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -9152437.000000 Penalty: 3658.651123
	Iteration 62Q: 3 clusters Score -9152437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 76422 members 
Entering Unmasked Estep 
Score: -9152440.000000 Penalty: 3658.651123
	Iteration 63Q: 3 clusters Score -9152440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 76426 members 
Entering Unmasked Estep 
Score: -9152438.000000 Penalty: 3658.651123
	Iteration 64Q: 3 clusters Score -9152438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 76428 members 
Entering Unmasked Estep 
Score: -9152441.000000 Penalty: 3658.651123
	Iteration 65Q: 3 clusters Score -9152441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -9152429.000000 Penalty: 3658.651123
	Iteration 66Q: 3 clusters Score -9152429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -9152425.000000 Penalty: 3658.651123
	Iteration 67Q: 3 clusters Score -9152425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -9152434.000000 Penalty: 3658.651123
	Iteration 68Q: 3 clusters Score -9152434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 76442 members 
Entering Unmasked Estep 
Score: -9152436.000000 Penalty: 3658.651123
	Iteration 69Q: 3 clusters Score -9152436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 76444 members 
Entering Unmasked Estep 
Score: -9152438.000000 Penalty: 3658.651123
	Iteration 70Q: 3 clusters Score -9152438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 76445 members 
Entering Unmasked Estep 
Score: -9152439.000000 Penalty: 3658.651123
	Iteration 71Q: 3 clusters Score -9152439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 76445 members 
Entering Unmasked Estep 
Score: -9152439.000000 Penalty: 3658.651123
	Iteration 72F: 3 clusters Score -9152439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 101511 members 
Mstep: Class 2 contains 9427 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 6064 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 16227 members 
Mstep: Class 7 contains 16261 members 
Mstep: Class 8 contains 93574 members 
Mstep: Class 9 contains 68119 members 
Mstep: Class 10 contains 37794 members 
Mstep: Class 11 contains 4242 members 
Mstep: Class 12 contains 28257 members 
Mstep: Class 13 contains 20284 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 57797 members 
Mstep: Class 16 contains 21042 members 
Mstep: Class 17 contains 8454 members 
Mstep: Class 18 contains 4150 members 
Mstep: Class 19 contains 131088 members 
Mstep: Class 20 contains 11763 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 6640 members 
Mstep: Class 24 contains 11728 members 
Mstep: Class 25 contains 129165 members 
Mstep: Class 26 contains 4885 members 
Mstep: Class 27 contains 7388 members 
Mstep: Class 28 contains 8260 members 
Mstep: Class 29 contains 77450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924848.000000 Penalty: 64529.214844
Iteration 79Q: 30 clusters Score -1.089248e+08 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 9453 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 6082 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 16236 members 
Mstep: Class 7 contains 16325 members 
Mstep: Class 8 contains 93458 members 
Mstep: Class 9 contains 67689 members 
Mstep: Class 10 contains 37673 members 
Mstep: Class 11 contains 4239 members 
Mstep: Class 12 contains 28360 members 
Mstep: Class 13 contains 20223 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 57974 members 
Mstep: Class 16 contains 21136 members 
Mstep: Class 17 contains 8453 members 
Mstep: Class 18 contains 4162 members 
Mstep: Class 19 contains 131082 members 
Mstep: Class 20 contains 11783 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 6640 members 
Mstep: Class 24 contains 11696 members 
Mstep: Class 25 contains 129376 members 
Mstep: Class 26 contains 4895 members 
Mstep: Class 27 contains 7387 members 
Mstep: Class 28 contains 8259 members 
Mstep: Class 29 contains 77783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925816.000000 Penalty: 64529.214844
Iteration 80F: 30 clusters Score -1.089258e+08 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 100867 members 
Mstep: Class 2 contains 9481 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 6100 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 16235 members 
Mstep: Class 7 contains 16403 members 
Mstep: Class 8 contains 93329 members 
Mstep: Class 9 contains 67249 members 
Mstep: Class 10 contains 37546 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 28462 members 
Mstep: Class 13 contains 20175 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 58224 members 
Mstep: Class 16 contains 21245 members 
Mstep: Class 17 contains 8452 members 
Mstep: Class 18 contains 4170 members 
Mstep: Class 19 contains 131095 members 
Mstep: Class 20 contains 11800 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 6639 members 
Mstep: Class 24 contains 11669 members 
Mstep: Class 25 contains 129533 members 
Mstep: Class 26 contains 4905 members 
Mstep: Class 27 contains 7388 members 
Mstep: Class 28 contains 8255 members 
Mstep: Class 29 contains 78096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926568.000000 Penalty: 64529.214844
Iteration 81Q: 30 clusters Score -1.089266e+08 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 100546 members 
Mstep: Class 2 contains 9507 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 6126 members 
Mstep: Class 5 contains 210 members 
Mstep: Class 6 contains 16246 members 
Mstep: Class 7 contains 16480 members 
Mstep: Class 8 contains 93211 members 
Mstep: Class 9 contains 66818 members 
Mstep: Class 10 contains 37436 members 
Mstep: Class 11 contains 4253 members 
Mstep: Class 12 contains 28524 members 
Mstep: Class 13 contains 20144 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 58488 members 
Mstep: Class 16 contains 21336 members 
Mstep: Class 17 contains 8449 members 
Mstep: Class 18 contains 4179 members 
Mstep: Class 19 contains 131120 members 
Mstep: Class 20 contains 11815 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 11648 members 
Mstep: Class 25 contains 129634 members 
Mstep: Class 26 contains 4918 members 
Mstep: Class 27 contains 7388 members 
Mstep: Class 28 contains 8255 members 
Mstep: Class 29 contains 78416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926936.000000 Penalty: 64529.214844
Iteration 82Q: 30 clusters Score -1.089269e+08 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 100187 members 
Mstep: Class 2 contains 9519 members 
Mstep: Class 3 contains 1449 members 
Mstep: Class 4 contains 6147 members 
Mstep: Class 5 contains 218 members 
Mstep: Class 6 contains 16257 members 
Mstep: Class 7 contains 16545 members 
Mstep: Class 8 contains 93068 members 
Mstep: Class 9 contains 66422 members 
Mstep: Class 10 contains 37326 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 28571 members 
Mstep: Class 13 contains 20118 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 58801 members 
Mstep: Class 16 contains 21440 members 
Mstep: Class 17 contains 8449 members 
Mstep: Class 18 contains 4187 members 
Mstep: Class 19 contains 131134 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 11616 members 
Mstep: Class 25 contains 129762 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 7389 members 
Mstep: Class 28 contains 8252 members 
Mstep: Class 29 contains 78731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108927224.000000 Penalty: 64529.214844
Iteration 83Q: 30 clusters Score -1.089272e+08 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 9528 members 
Mstep: Class 3 contains 1450 members 
Mstep: Class 4 contains 6165 members 
Mstep: Class 5 contains 218 members 
Mstep: Class 6 contains 16267 members 
Mstep: Class 7 contains 16606 members 
Mstep: Class 8 contains 92928 members 
Mstep: Class 9 contains 66018 members 
Mstep: Class 10 contains 37233 members 
Mstep: Class 11 contains 4243 members 
Mstep: Class 12 contains 28617 members 
Mstep: Class 13 contains 20079 members 
Mstep: Class 14 contains 349 members 
Mstep: Class 15 contains 59099 members 
Mstep: Class 16 contains 21547 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 131120 members 
Mstep: Class 20 contains 11863 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 943 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 11579 members 
Mstep: Class 25 contains 129933 members 
Mstep: Class 26 contains 4939 members 
Mstep: Class 27 contains 7385 members 
Mstep: Class 28 contains 8253 members 
Mstep: Class 29 contains 79031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108927360.000000 Penalty: 64529.214844
Iteration 84Q: 30 clusters Score -1.089274e+08 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 99566 members 
Mstep: Class 2 contains 9546 members 
Mstep: Class 3 contains 1451 members 
Mstep: Class 4 contains 6180 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 16266 members 
Mstep: Class 7 contains 16672 members 
Mstep: Class 8 contains 92801 members 
Mstep: Class 9 contains 65625 members 
Mstep: Class 10 contains 37118 members 
Mstep: Class 11 contains 4236 members 
Mstep: Class 12 contains 28670 members 
Mstep: Class 13 contains 20054 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 59346 members 
Mstep: Class 16 contains 21645 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 4188 members 
Mstep: Class 19 contains 131086 members 
Mstep: Class 20 contains 11885 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 6628 members 
Mstep: Class 24 contains 11539 members 
Mstep: Class 25 contains 130147 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7381 members 
Mstep: Class 28 contains 8258 members 
Mstep: Class 29 contains 79328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108927616.000000 Penalty: 64529.214844
Iteration 85Q: 30 clusters Score -1.089276e+08 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 99302 members 
Mstep: Class 2 contains 9560 members 
Mstep: Class 3 contains 1452 members 
Mstep: Class 4 contains 6196 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 16267 members 
Mstep: Class 7 contains 16771 members 
Mstep: Class 8 contains 92671 members 
Mstep: Class 9 contains 65251 members 
Mstep: Class 10 contains 36990 members 
Mstep: Class 11 contains 4229 members 
Mstep: Class 12 contains 28712 members 
Mstep: Class 13 contains 20001 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 59628 members 
Mstep: Class 16 contains 21732 members 
Mstep: Class 17 contains 8444 members 
Mstep: Class 18 contains 4188 members 
Mstep: Class 19 contains 131087 members 
Mstep: Class 20 contains 11909 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 6626 members 
Mstep: Class 24 contains 11504 members 
Mstep: Class 25 contains 130298 members 
Mstep: Class 26 contains 4954 members 
Mstep: Class 27 contains 7380 members 
Mstep: Class 28 contains 8260 members 
Mstep: Class 29 contains 79598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108927880.000000 Penalty: 64529.214844
Iteration 86Q: 30 clusters Score -1.089279e+08 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 99022 members 
Mstep: Class 2 contains 9579 members 
Mstep: Class 3 contains 1451 members 
Mstep: Class 4 contains 6213 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 16277 members 
Mstep: Class 7 contains 16863 members 
Mstep: Class 8 contains 92530 members 
Mstep: Class 9 contains 64853 members 
Mstep: Class 10 contains 36849 members 
Mstep: Class 11 contains 4221 members 
Mstep: Class 12 contains 28764 members 
Mstep: Class 13 contains 19956 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 59941 members 
Mstep: Class 16 contains 21844 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4192 members 
Mstep: Class 19 contains 131085 members 
Mstep: Class 20 contains 11926 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 6625 members 
Mstep: Class 24 contains 11489 members 
Mstep: Class 25 contains 130452 members 
Mstep: Class 26 contains 4964 members 
Mstep: Class 27 contains 7379 members 
Mstep: Class 28 contains 8249 members 
Mstep: Class 29 contains 79842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928016.000000 Penalty: 64529.214844
Iteration 87Q: 30 clusters Score -1.08928e+08 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 9587 members 
Mstep: Class 3 contains 1449 members 
Mstep: Class 4 contains 6221 members 
Mstep: Class 5 contains 227 members 
Mstep: Class 6 contains 16287 members 
Mstep: Class 7 contains 16948 members 
Mstep: Class 8 contains 92379 members 
Mstep: Class 9 contains 64418 members 
Mstep: Class 10 contains 36726 members 
Mstep: Class 11 contains 4218 members 
Mstep: Class 12 contains 28817 members 
Mstep: Class 13 contains 19934 members 
Mstep: Class 14 contains 342 members 
Mstep: Class 15 contains 60304 members 
Mstep: Class 16 contains 21943 members 
Mstep: Class 17 contains 8440 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 131100 members 
Mstep: Class 20 contains 11944 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 6629 members 
Mstep: Class 24 contains 11461 members 
Mstep: Class 25 contains 130579 members 
Mstep: Class 26 contains 4972 members 
Mstep: Class 27 contains 7377 members 
Mstep: Class 28 contains 8238 members 
Mstep: Class 29 contains 80127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928176.000000 Penalty: 64529.214844
Iteration 88Q: 30 clusters Score -1.089282e+08 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 98397 members 
Mstep: Class 2 contains 9598 members 
Mstep: Class 3 contains 1448 members 
Mstep: Class 4 contains 6239 members 
Mstep: Class 5 contains 229 members 
Mstep: Class 6 contains 16294 members 
Mstep: Class 7 contains 17037 members 
Mstep: Class 8 contains 92218 members 
Mstep: Class 9 contains 63998 members 
Mstep: Class 10 contains 36596 members 
Mstep: Class 11 contains 4219 members 
Mstep: Class 12 contains 28874 members 
Mstep: Class 13 contains 19904 members 
Mstep: Class 14 contains 341 members 
Mstep: Class 15 contains 60700 members 
Mstep: Class 16 contains 22061 members 
Mstep: Class 17 contains 8438 members 
Mstep: Class 18 contains 4194 members 
Mstep: Class 19 contains 131119 members 
Mstep: Class 20 contains 11957 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 6628 members 
Mstep: Class 24 contains 11435 members 
Mstep: Class 25 contains 130674 members 
Mstep: Class 26 contains 4980 members 
Mstep: Class 27 contains 7374 members 
Mstep: Class 28 contains 8231 members 
Mstep: Class 29 contains 80390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928488.000000 Penalty: 64529.214844
Iteration 89Q: 30 clusters Score -1.089285e+08 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 98090 members 
Mstep: Class 2 contains 9603 members 
Mstep: Class 3 contains 1448 members 
Mstep: Class 4 contains 6255 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 16303 members 
Mstep: Class 7 contains 17104 members 
Mstep: Class 8 contains 92075 members 
Mstep: Class 9 contains 63551 members 
Mstep: Class 10 contains 36477 members 
Mstep: Class 11 contains 4220 members 
Mstep: Class 12 contains 28924 members 
Mstep: Class 13 contains 19857 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 61153 members 
Mstep: Class 16 contains 22185 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4203 members 
Mstep: Class 19 contains 131123 members 
Mstep: Class 20 contains 11974 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 6629 members 
Mstep: Class 24 contains 11419 members 
Mstep: Class 25 contains 130726 members 
Mstep: Class 26 contains 4994 members 
Mstep: Class 27 contains 7371 members 
Mstep: Class 28 contains 8231 members 
Mstep: Class 29 contains 80654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929008.000000 Penalty: 64529.214844
Iteration 90Q: 30 clusters Score -1.08929e+08 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 97770 members 
Mstep: Class 2 contains 9617 members 
Mstep: Class 3 contains 1448 members 
Mstep: Class 4 contains 6273 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 16307 members 
Mstep: Class 7 contains 17184 members 
Mstep: Class 8 contains 91933 members 
Mstep: Class 9 contains 63077 members 
Mstep: Class 10 contains 36367 members 
Mstep: Class 11 contains 4221 members 
Mstep: Class 12 contains 28982 members 
Mstep: Class 13 contains 19829 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 61607 members 
Mstep: Class 16 contains 22306 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4207 members 
Mstep: Class 19 contains 131131 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 6629 members 
Mstep: Class 24 contains 11386 members 
Mstep: Class 25 contains 130778 members 
Mstep: Class 26 contains 5001 members 
Mstep: Class 27 contains 7370 members 
Mstep: Class 28 contains 8229 members 
Mstep: Class 29 contains 80928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928864.000000 Penalty: 64529.214844
Iteration 91Q: 30 clusters Score -1.089289e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 97465 members 
Mstep: Class 2 contains 9633 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 6287 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 16322 members 
Mstep: Class 7 contains 17251 members 
Mstep: Class 8 contains 91795 members 
Mstep: Class 9 contains 62612 members 
Mstep: Class 10 contains 36255 members 
Mstep: Class 11 contains 4218 members 
Mstep: Class 12 contains 29023 members 
Mstep: Class 13 contains 19803 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 62062 members 
Mstep: Class 16 contains 22415 members 
Mstep: Class 17 contains 8436 members 
Mstep: Class 18 contains 4205 members 
Mstep: Class 19 contains 131142 members 
Mstep: Class 20 contains 12001 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 6628 members 
Mstep: Class 24 contains 11370 members 
Mstep: Class 25 contains 130829 members 
Mstep: Class 26 contains 5005 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 8231 members 
Mstep: Class 29 contains 81199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928928.000000 Penalty: 64529.214844
Iteration 92Q: 30 clusters Score -1.089289e+08 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 9657 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 16330 members 
Mstep: Class 7 contains 17310 members 
Mstep: Class 8 contains 91655 members 
Mstep: Class 9 contains 62157 members 
Mstep: Class 10 contains 36144 members 
Mstep: Class 11 contains 4217 members 
Mstep: Class 12 contains 29074 members 
Mstep: Class 13 contains 19771 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 62484 members 
Mstep: Class 16 contains 22537 members 
Mstep: Class 17 contains 8436 members 
Mstep: Class 18 contains 4216 members 
Mstep: Class 19 contains 131152 members 
Mstep: Class 20 contains 12012 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 11347 members 
Mstep: Class 25 contains 130939 members 
Mstep: Class 26 contains 5010 members 
Mstep: Class 27 contains 7368 members 
Mstep: Class 28 contains 8234 members 
Mstep: Class 29 contains 81460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928960.000000 Penalty: 64529.214844
Iteration 93Q: 30 clusters Score -1.08929e+08 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 9669 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 6335 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 16338 members 
Mstep: Class 7 contains 17372 members 
Mstep: Class 8 contains 91518 members 
Mstep: Class 9 contains 61673 members 
Mstep: Class 10 contains 36034 members 
Mstep: Class 11 contains 4219 members 
Mstep: Class 12 contains 29102 members 
Mstep: Class 13 contains 19729 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 62941 members 
Mstep: Class 16 contains 22652 members 
Mstep: Class 17 contains 8436 members 
Mstep: Class 18 contains 4222 members 
Mstep: Class 19 contains 131210 members 
Mstep: Class 20 contains 12029 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 11324 members 
Mstep: Class 25 contains 131061 members 
Mstep: Class 26 contains 5019 members 
Mstep: Class 27 contains 7367 members 
Mstep: Class 28 contains 8230 members 
Mstep: Class 29 contains 81678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928960.000000 Penalty: 64529.214844
Iteration 94Q: 30 clusters Score -1.08929e+08 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 96441 members 
Mstep: Class 2 contains 9695 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 6358 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 16343 members 
Mstep: Class 7 contains 17443 members 
Mstep: Class 8 contains 91380 members 
Mstep: Class 9 contains 61225 members 
Mstep: Class 10 contains 35915 members 
Mstep: Class 11 contains 4219 members 
Mstep: Class 12 contains 29141 members 
Mstep: Class 13 contains 19684 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 63345 members 
Mstep: Class 16 contains 22773 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 131281 members 
Mstep: Class 20 contains 12031 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 11307 members 
Mstep: Class 25 contains 131209 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 7365 members 
Mstep: Class 28 contains 8220 members 
Mstep: Class 29 contains 81859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928816.000000 Penalty: 64529.214844
Iteration 95Q: 30 clusters Score -1.089288e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 9703 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 16350 members 
Mstep: Class 7 contains 17505 members 
Mstep: Class 8 contains 91238 members 
Mstep: Class 9 contains 60804 members 
Mstep: Class 10 contains 35796 members 
Mstep: Class 11 contains 4226 members 
Mstep: Class 12 contains 29165 members 
Mstep: Class 13 contains 19641 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 63789 members 
Mstep: Class 16 contains 22890 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 18 contains 4249 members 
Mstep: Class 19 contains 131348 members 
Mstep: Class 20 contains 12034 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 11280 members 
Mstep: Class 25 contains 131292 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 7365 members 
Mstep: Class 28 contains 8217 members 
Mstep: Class 29 contains 82069 members 
Entering Unmasked Estep 
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Score: -108929152.000000 Penalty: 64529.214844
Iteration 96Q: 30 clusters Score -1.089292e+08 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 95810 members 
Mstep: Class 2 contains 9709 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 6399 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 16366 members 
Mstep: Class 7 contains 17561 members 
Mstep: Class 8 contains 91110 members 
Mstep: Class 9 contains 60419 members 
Mstep: Class 10 contains 35639 members 
Mstep: Class 11 contains 4227 members 
Mstep: Class 12 contains 29162 members 
Mstep: Class 13 contains 19592 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 64190 members 
Mstep: Class 16 contains 23014 members 
Mstep: Class 17 contains 8430 members 
Mstep: Class 18 contains 4263 members 
Mstep: Class 19 contains 131392 members 
Mstep: Class 20 contains 12041 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 6617 members 
Mstep: Class 24 contains 11268 members 
Mstep: Class 25 contains 131396 members 
Mstep: Class 26 contains 5049 members 
Mstep: Class 27 contains 7364 members 
Mstep: Class 28 contains 8223 members 
Mstep: Class 29 contains 82315 members 
Entering Unmasked Estep 
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Score: -108929232.000000 Penalty: 64529.214844
Iteration 97Q: 30 clusters Score -1.089292e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 95508 members 
Mstep: Class 2 contains 9707 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 6416 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 16375 members 
Mstep: Class 7 contains 17629 members 
Mstep: Class 8 contains 90968 members 
Mstep: Class 9 contains 60009 members 
Mstep: Class 10 contains 35502 members 
Mstep: Class 11 contains 4231 members 
Mstep: Class 12 contains 29168 members 
Mstep: Class 13 contains 19543 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 64575 members 
Mstep: Class 16 contains 23146 members 
Mstep: Class 17 contains 8428 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 131462 members 
Mstep: Class 20 contains 12051 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 11257 members 
Mstep: Class 25 contains 131484 members 
Mstep: Class 26 contains 5059 members 
Mstep: Class 27 contains 7363 members 
Mstep: Class 28 contains 8226 members 
Mstep: Class 29 contains 82557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928872.000000 Penalty: 64529.214844
Iteration 98Q: 30 clusters Score -1.089289e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 95221 members 
Mstep: Class 2 contains 9711 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 6432 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 16385 members 
Mstep: Class 7 contains 17694 members 
Mstep: Class 8 contains 90802 members 
Mstep: Class 9 contains 59641 members 
Mstep: Class 10 contains 35378 members 
Mstep: Class 11 contains 4233 members 
Mstep: Class 12 contains 29195 members 
Mstep: Class 13 contains 19489 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 64965 members 
Mstep: Class 16 contains 23277 members 
Mstep: Class 17 contains 8428 members 
Mstep: Class 18 contains 4285 members 
Mstep: Class 19 contains 131509 members 
Mstep: Class 20 contains 12058 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 11246 members 
Mstep: Class 25 contains 131551 members 
Mstep: Class 26 contains 5064 members 
Mstep: Class 27 contains 7361 members 
Mstep: Class 28 contains 8229 members 
Mstep: Class 29 contains 82781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928840.000000 Penalty: 64529.214844
Iteration 99Q: 30 clusters Score -1.089288e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 94953 members 
Mstep: Class 2 contains 9722 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 6444 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 16395 members 
Mstep: Class 7 contains 17783 members 
Mstep: Class 8 contains 90650 members 
Mstep: Class 9 contains 59276 members 
Mstep: Class 10 contains 35268 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 29243 members 
Mstep: Class 13 contains 19437 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 65372 members 
Mstep: Class 16 contains 23402 members 
Mstep: Class 17 contains 8428 members 
Mstep: Class 18 contains 4299 members 
Mstep: Class 19 contains 131512 members 
Mstep: Class 20 contains 12066 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 11230 members 
Mstep: Class 25 contains 131588 members 
Mstep: Class 26 contains 5067 members 
Mstep: Class 27 contains 7359 members 
Mstep: Class 28 contains 8222 members 
Mstep: Class 29 contains 82979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929032.000000 Penalty: 64529.214844
Iteration 100F: 30 clusters Score -1.08929e+08 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 94717 members 
Mstep: Class 2 contains 9727 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 6458 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 16401 members 
Mstep: Class 7 contains 17869 members 
Mstep: Class 8 contains 90481 members 
Mstep: Class 9 contains 58915 members 
Mstep: Class 10 contains 35162 members 
Mstep: Class 11 contains 4244 members 
Mstep: Class 12 contains 29282 members 
Mstep: Class 13 contains 19375 members 
Mstep: Class 14 contains 335 members 
Mstep: Class 15 contains 65776 members 
Mstep: Class 16 contains 23548 members 
Mstep: Class 17 contains 8430 members 
Mstep: Class 18 contains 4318 members 
Mstep: Class 19 contains 131490 members 
Mstep: Class 20 contains 12072 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6616 members 
Mstep: Class 24 contains 11214 members 
Mstep: Class 25 contains 131655 members 
Mstep: Class 26 contains 5068 members 
Mstep: Class 27 contains 7358 members 
Mstep: Class 28 contains 8218 members 
Mstep: Class 29 contains 83161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929064.000000 Penalty: 64529.214844
Iteration 101Q: 30 clusters Score -1.089291e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 94478 members 
Mstep: Class 2 contains 9732 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 263 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 17952 members 
Mstep: Class 8 contains 90314 members 
Mstep: Class 9 contains 58559 members 
Mstep: Class 10 contains 35061 members 
Mstep: Class 11 contains 4243 members 
Mstep: Class 12 contains 29295 members 
Mstep: Class 13 contains 19321 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 66212 members 
Mstep: Class 16 contains 23706 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 18 contains 4336 members 
Mstep: Class 19 contains 131464 members 
Mstep: Class 20 contains 12081 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 11199 members 
Mstep: Class 25 contains 131712 members 
Mstep: Class 26 contains 5072 members 
Mstep: Class 27 contains 7357 members 
Mstep: Class 28 contains 8213 members 
Mstep: Class 29 contains 83318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929160.000000 Penalty: 64529.214844
Iteration 102Q: 30 clusters Score -1.089292e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 94242 members 
Mstep: Class 2 contains 9735 members 
Mstep: Class 3 contains 1435 members 
Mstep: Class 4 contains 6482 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 16438 members 
Mstep: Class 7 contains 18034 members 
Mstep: Class 8 contains 90130 members 
Mstep: Class 9 contains 58190 members 
Mstep: Class 10 contains 34965 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 29302 members 
Mstep: Class 13 contains 19274 members 
Mstep: Class 14 contains 313 members 
Mstep: Class 15 contains 66688 members 
Mstep: Class 16 contains 23863 members 
Mstep: Class 17 contains 8429 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 131440 members 
Mstep: Class 20 contains 12089 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 6611 members 
Mstep: Class 24 contains 11177 members 
Mstep: Class 25 contains 131747 members 
Mstep: Class 26 contains 5072 members 
Mstep: Class 27 contains 7356 members 
Mstep: Class 28 contains 8213 members 
Mstep: Class 29 contains 83472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929072.000000 Penalty: 64529.214844
Iteration 103Q: 30 clusters Score -1.089291e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 94025 members 
Mstep: Class 2 contains 9742 members 
Mstep: Class 3 contains 1435 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 279 members 
Mstep: Class 6 contains 16452 members 
Mstep: Class 7 contains 18096 members 
Mstep: Class 8 contains 89953 members 
Mstep: Class 9 contains 57840 members 
Mstep: Class 10 contains 34888 members 
Mstep: Class 11 contains 4251 members 
Mstep: Class 12 contains 29310 members 
Mstep: Class 13 contains 19235 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 67173 members 
Mstep: Class 16 contains 24036 members 
Mstep: Class 17 contains 8427 members 
Mstep: Class 18 contains 4388 members 
Mstep: Class 19 contains 131396 members 
Mstep: Class 20 contains 12092 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 6601 members 
Mstep: Class 24 contains 11146 members 
Mstep: Class 25 contains 131769 members 
Mstep: Class 26 contains 5067 members 
Mstep: Class 27 contains 7350 members 
Mstep: Class 28 contains 8205 members 
Mstep: Class 29 contains 83610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928704.000000 Penalty: 64529.214844
Iteration 104Q: 30 clusters Score -1.089287e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 9745 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 16465 members 
Mstep: Class 7 contains 18158 members 
Mstep: Class 8 contains 89727 members 
Mstep: Class 9 contains 57479 members 
Mstep: Class 10 contains 34812 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 29319 members 
Mstep: Class 13 contains 19210 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 67673 members 
Mstep: Class 16 contains 24230 members 
Mstep: Class 17 contains 8423 members 
Mstep: Class 18 contains 4412 members 
Mstep: Class 19 contains 131360 members 
Mstep: Class 20 contains 12099 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 6591 members 
Mstep: Class 24 contains 11122 members 
Mstep: Class 25 contains 131772 members 
Mstep: Class 26 contains 5061 members 
Mstep: Class 27 contains 7344 members 
Mstep: Class 28 contains 8209 members 
Mstep: Class 29 contains 83764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928808.000000 Penalty: 64529.214844
Iteration 105Q: 30 clusters Score -1.089288e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 93607 members 
Mstep: Class 2 contains 9752 members 
Mstep: Class 3 contains 1433 members 
Mstep: Class 4 contains 6538 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 16485 members 
Mstep: Class 7 contains 18226 members 
Mstep: Class 8 contains 89493 members 
Mstep: Class 9 contains 57064 members 
Mstep: Class 10 contains 34739 members 
Mstep: Class 11 contains 4264 members 
Mstep: Class 12 contains 29320 members 
Mstep: Class 13 contains 19176 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 68166 members 
Mstep: Class 16 contains 24428 members 
Mstep: Class 17 contains 8417 members 
Mstep: Class 18 contains 4436 members 
Mstep: Class 19 contains 131352 members 
Mstep: Class 20 contains 12101 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 6578 members 
Mstep: Class 24 contains 11116 members 
Mstep: Class 25 contains 131790 members 
Mstep: Class 26 contains 5059 members 
Mstep: Class 27 contains 7340 members 
Mstep: Class 28 contains 8211 members 
Mstep: Class 29 contains 83891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928952.000000 Penalty: 64529.214844
Iteration 106Q: 30 clusters Score -1.08929e+08 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 93417 members 
Mstep: Class 2 contains 9754 members 
Mstep: Class 3 contains 1431 members 
Mstep: Class 4 contains 6548 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 16491 members 
Mstep: Class 7 contains 18300 members 
Mstep: Class 8 contains 89278 members 
Mstep: Class 9 contains 56629 members 
Mstep: Class 10 contains 34661 members 
Mstep: Class 11 contains 4273 members 
Mstep: Class 12 contains 29304 members 
Mstep: Class 13 contains 19172 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 68642 members 
Mstep: Class 16 contains 24625 members 
Mstep: Class 17 contains 8414 members 
Mstep: Class 18 contains 4455 members 
Mstep: Class 19 contains 131356 members 
Mstep: Class 20 contains 12102 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6562 members 
Mstep: Class 24 contains 11104 members 
Mstep: Class 25 contains 131812 members 
Mstep: Class 26 contains 5060 members 
Mstep: Class 27 contains 7337 members 
Mstep: Class 28 contains 8213 members 
Mstep: Class 29 contains 84044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929232.000000 Penalty: 64529.214844
Iteration 107Q: 30 clusters Score -1.089292e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 93233 members 
Mstep: Class 2 contains 9759 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 6564 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 16494 members 
Mstep: Class 7 contains 18379 members 
Mstep: Class 8 contains 89052 members 
Mstep: Class 9 contains 56215 members 
Mstep: Class 10 contains 34611 members 
Mstep: Class 11 contains 4277 members 
Mstep: Class 12 contains 29274 members 
Mstep: Class 13 contains 19146 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 69144 members 
Mstep: Class 16 contains 24844 members 
Mstep: Class 17 contains 8409 members 
Mstep: Class 18 contains 4479 members 
Mstep: Class 19 contains 131344 members 
Mstep: Class 20 contains 12103 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6536 members 
Mstep: Class 24 contains 11092 members 
Mstep: Class 25 contains 131803 members 
Mstep: Class 26 contains 5059 members 
Mstep: Class 27 contains 7333 members 
Mstep: Class 28 contains 8215 members 
Mstep: Class 29 contains 84189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929400.000000 Penalty: 64529.214844
Iteration 108Q: 30 clusters Score -1.089294e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 93071 members 
Mstep: Class 2 contains 9763 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 6578 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 16495 members 
Mstep: Class 7 contains 18468 members 
Mstep: Class 8 contains 88827 members 
Mstep: Class 9 contains 55769 members 
Mstep: Class 10 contains 34540 members 
Mstep: Class 11 contains 4279 members 
Mstep: Class 12 contains 29233 members 
Mstep: Class 13 contains 19141 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 69626 members 
Mstep: Class 16 contains 25067 members 
Mstep: Class 17 contains 8409 members 
Mstep: Class 18 contains 4507 members 
Mstep: Class 19 contains 131364 members 
Mstep: Class 20 contains 12109 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 11078 members 
Mstep: Class 25 contains 131802 members 
Mstep: Class 26 contains 5060 members 
Mstep: Class 27 contains 7332 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 84312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929424.000000 Penalty: 64529.214844
Iteration 109Q: 30 clusters Score -1.089294e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 92887 members 
Mstep: Class 2 contains 9775 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 6592 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 16511 members 
Mstep: Class 7 contains 18571 members 
Mstep: Class 8 contains 88578 members 
Mstep: Class 9 contains 55298 members 
Mstep: Class 10 contains 34451 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 29225 members 
Mstep: Class 13 contains 19143 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 70162 members 
Mstep: Class 16 contains 25343 members 
Mstep: Class 17 contains 8408 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 131353 members 
Mstep: Class 20 contains 12107 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6468 members 
Mstep: Class 24 contains 11066 members 
Mstep: Class 25 contains 131772 members 
Mstep: Class 26 contains 5060 members 
Mstep: Class 27 contains 7328 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 84432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929416.000000 Penalty: 64529.214844
Iteration 110Q: 30 clusters Score -1.089294e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 9775 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 6603 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 16529 members 
Mstep: Class 7 contains 18684 members 
Mstep: Class 8 contains 88288 members 
Mstep: Class 9 contains 54807 members 
Mstep: Class 10 contains 34354 members 
Mstep: Class 11 contains 4279 members 
Mstep: Class 12 contains 29205 members 
Mstep: Class 13 contains 19130 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 70740 members 
Mstep: Class 16 contains 25653 members 
Mstep: Class 17 contains 8406 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 131333 members 
Mstep: Class 20 contains 12114 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6425 members 
Mstep: Class 24 contains 11052 members 
Mstep: Class 25 contains 131772 members 
Mstep: Class 26 contains 5058 members 
Mstep: Class 27 contains 7323 members 
Mstep: Class 28 contains 8198 members 
Mstep: Class 29 contains 84564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929600.000000 Penalty: 64529.214844
Iteration 111Q: 30 clusters Score -1.089296e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 92507 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 6621 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 16550 members 
Mstep: Class 7 contains 18805 members 
Mstep: Class 8 contains 88002 members 
Mstep: Class 9 contains 54241 members 
Mstep: Class 10 contains 34251 members 
Mstep: Class 11 contains 4278 members 
Mstep: Class 12 contains 29197 members 
Mstep: Class 13 contains 19094 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 71410 members 
Mstep: Class 16 contains 25971 members 
Mstep: Class 17 contains 8407 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 131267 members 
Mstep: Class 20 contains 12125 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6378 members 
Mstep: Class 24 contains 11034 members 
Mstep: Class 25 contains 131781 members 
Mstep: Class 26 contains 5057 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 8188 members 
Mstep: Class 29 contains 84699 members 
Entering Unmasked Estep 
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Score: -108929712.000000 Penalty: 64529.214844
Iteration 112Q: 30 clusters Score -1.089297e+08 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 92319 members 
Mstep: Class 2 contains 9790 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 6636 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 16568 members 
Mstep: Class 7 contains 18918 members 
Mstep: Class 8 contains 87703 members 
Mstep: Class 9 contains 53656 members 
Mstep: Class 10 contains 34160 members 
Mstep: Class 11 contains 4286 members 
Mstep: Class 12 contains 29174 members 
Mstep: Class 13 contains 19072 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 72095 members 
Mstep: Class 16 contains 26270 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 131208 members 
Mstep: Class 20 contains 12138 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6343 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 131777 members 
Mstep: Class 26 contains 5052 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 8186 members 
Mstep: Class 29 contains 84824 members 
Entering Unmasked Estep 
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Iteration 113Q: 30 clusters Score -1.0893e+08 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 92111 members 
Mstep: Class 2 contains 9805 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 6640 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 16582 members 
Mstep: Class 7 contains 19041 members 
Mstep: Class 8 contains 87421 members 
Mstep: Class 9 contains 53038 members 
Mstep: Class 10 contains 34080 members 
Mstep: Class 11 contains 4284 members 
Mstep: Class 12 contains 29163 members 
Mstep: Class 13 contains 19041 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 72814 members 
Mstep: Class 16 contains 26544 members 
Mstep: Class 17 contains 8401 members 
Mstep: Class 18 contains 4694 members 
Mstep: Class 19 contains 131170 members 
Mstep: Class 20 contains 12144 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6306 members 
Mstep: Class 24 contains 11007 members 
Mstep: Class 25 contains 131766 members 
Mstep: Class 26 contains 5046 members 
Mstep: Class 27 contains 7308 members 
Mstep: Class 28 contains 8178 members 
Mstep: Class 29 contains 84971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108930664.000000 Penalty: 64529.214844
Iteration 114Q: 30 clusters Score -1.089307e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 91933 members 
Mstep: Class 2 contains 9823 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 6642 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 16608 members 
Mstep: Class 7 contains 19168 members 
Mstep: Class 8 contains 87159 members 
Mstep: Class 9 contains 52395 members 
Mstep: Class 10 contains 33976 members 
Mstep: Class 11 contains 4285 members 
Mstep: Class 12 contains 29127 members 
Mstep: Class 13 contains 19018 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 73550 members 
Mstep: Class 16 contains 26817 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 4737 members 
Mstep: Class 19 contains 131078 members 
Mstep: Class 20 contains 12149 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 6278 members 
Mstep: Class 24 contains 10997 members 
Mstep: Class 25 contains 131764 members 
Mstep: Class 26 contains 5044 members 
Mstep: Class 27 contains 7305 members 
Mstep: Class 28 contains 8167 members 
Mstep: Class 29 contains 85137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931032.000000 Penalty: 64529.214844
Iteration 115Q: 30 clusters Score -1.08931e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 91755 members 
Mstep: Class 2 contains 9833 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 6647 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 19314 members 
Mstep: Class 8 contains 86852 members 
Mstep: Class 9 contains 51732 members 
Mstep: Class 10 contains 33888 members 
Mstep: Class 11 contains 4285 members 
Mstep: Class 12 contains 29109 members 
Mstep: Class 13 contains 19009 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 74340 members 
Mstep: Class 16 contains 27119 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 4767 members 
Mstep: Class 19 contains 130974 members 
Mstep: Class 20 contains 12159 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 6250 members 
Mstep: Class 24 contains 10987 members 
Mstep: Class 25 contains 131723 members 
Mstep: Class 26 contains 5040 members 
Mstep: Class 27 contains 7306 members 
Mstep: Class 28 contains 8154 members 
Mstep: Class 29 contains 85290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931272.000000 Penalty: 64529.214844
Iteration 116Q: 30 clusters Score -1.089313e+08 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 91573 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 16632 members 
Mstep: Class 7 contains 19453 members 
Mstep: Class 8 contains 86562 members 
Mstep: Class 9 contains 51023 members 
Mstep: Class 10 contains 33798 members 
Mstep: Class 11 contains 4290 members 
Mstep: Class 12 contains 29107 members 
Mstep: Class 13 contains 19011 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 75190 members 
Mstep: Class 16 contains 27416 members 
Mstep: Class 17 contains 8391 members 
Mstep: Class 18 contains 4799 members 
Mstep: Class 19 contains 130876 members 
Mstep: Class 20 contains 12167 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 10960 members 
Mstep: Class 25 contains 131693 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 7305 members 
Mstep: Class 28 contains 8146 members 
Mstep: Class 29 contains 85416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931480.000000 Penalty: 64529.214844
Iteration 117Q: 30 clusters Score -1.089315e+08 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 9851 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 6655 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 16649 members 
Mstep: Class 7 contains 19606 members 
Mstep: Class 8 contains 86289 members 
Mstep: Class 9 contains 50267 members 
Mstep: Class 10 contains 33714 members 
Mstep: Class 11 contains 4290 members 
Mstep: Class 12 contains 29089 members 
Mstep: Class 13 contains 19013 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 76045 members 
Mstep: Class 16 contains 27687 members 
Mstep: Class 17 contains 8393 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 130794 members 
Mstep: Class 20 contains 12182 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 6182 members 
Mstep: Class 24 contains 10930 members 
Mstep: Class 25 contains 131682 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 7306 members 
Mstep: Class 28 contains 8136 members 
Mstep: Class 29 contains 85549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931480.000000 Penalty: 64529.214844
Iteration 118Q: 30 clusters Score -1.089315e+08 nChanged 2884
Entering ConstructFrom: 
Score: -108931480.000000 Penalty: 64529.214844
Entering ConstructFrom: 
Trying to split cluster 1 (91166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91166 members 
Entering Unmasked Estep 
Score: -11603136.000000 Penalty: 1855.821045
	Iteration 0F: 2 clusters Score -1.160314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -11543194.000000 Penalty: 3711.642090
	Iteration 0F: 3 clusters Score -1.154319e+07 nChanged 43476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -11568436.000000 Penalty: 3711.642090
	Iteration 1F: 3 clusters Score -1.156844e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -11569095.000000 Penalty: 3711.642090
	Iteration 2Q: 3 clusters Score -1.15691e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -11569780.000000 Penalty: 3711.642090
	Iteration 3Q: 3 clusters Score -1.156978e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -11570571.000000 Penalty: 3711.642090
	Iteration 4Q: 3 clusters Score -1.157057e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -11571463.000000 Penalty: 3711.642090
	Iteration 5Q: 3 clusters Score -1.157146e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -11572710.000000 Penalty: 3711.642090
	Iteration 6Q: 3 clusters Score -1.157271e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -11574457.000000 Penalty: 3711.642090
	Iteration 7Q: 3 clusters Score -1.157446e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -11577090.000000 Penalty: 3711.642090
	Iteration 8Q: 3 clusters Score -1.157709e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -11580483.000000 Penalty: 3711.642090
	Iteration 9F: 3 clusters Score -1.158048e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -11584587.000000 Penalty: 3711.642090
	Iteration 10F: 3 clusters Score -1.158459e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -11587829.000000 Penalty: 3711.642090
	Iteration 11F: 3 clusters Score -1.158783e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -11589528.000000 Penalty: 3711.642090
	Iteration 12Q: 3 clusters Score -1.158953e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
Score: -11590309.000000 Penalty: 3711.642090
	Iteration 13Q: 3 clusters Score -1.159031e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -11590943.000000 Penalty: 3711.642090
	Iteration 14Q: 3 clusters Score -1.159094e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -11591474.000000 Penalty: 3711.642090
	Iteration 15Q: 3 clusters Score -1.159147e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -11591967.000000 Penalty: 3711.642090
	Iteration 16Q: 3 clusters Score -1.159197e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -11592574.000000 Penalty: 3711.642090
	Iteration 17Q: 3 clusters Score -1.159257e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -11593336.000000 Penalty: 3711.642090
	Iteration 18Q: 3 clusters Score -1.159334e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 72734 members 
Entering Unmasked Estep 
Score: -11594013.000000 Penalty: 3711.642090
	Iteration 19Q: 3 clusters Score -1.159401e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 74360 members 
Entering Unmasked Estep 
Score: -11594713.000000 Penalty: 3711.642090
	Iteration 20F: 3 clusters Score -1.159471e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 75924 members 
Entering Unmasked Estep 
Score: -11595369.000000 Penalty: 3711.642090
	Iteration 21Q: 3 clusters Score -1.159537e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 77459 members 
Entering Unmasked Estep 
Score: -11596065.000000 Penalty: 3711.642090
	Iteration 22Q: 3 clusters Score -1.159606e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -11596651.000000 Penalty: 3711.642090
	Iteration 23Q: 3 clusters Score -1.159665e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -11597164.000000 Penalty: 3711.642090
	Iteration 24Q: 3 clusters Score -1.159716e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
Score: -11597730.000000 Penalty: 3711.642090
	Iteration 25Q: 3 clusters Score -1.159773e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 82367 members 
Entering Unmasked Estep 
Score: -11598184.000000 Penalty: 3711.642090
	Iteration 26Q: 3 clusters Score -1.159818e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 83314 members 
Entering Unmasked Estep 
Score: -11598611.000000 Penalty: 3711.642090
	Iteration 27Q: 3 clusters Score -1.159861e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -11599009.000000 Penalty: 3711.642090
	Iteration 28Q: 3 clusters Score -1.159901e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
Score: -11599383.000000 Penalty: 3711.642090
	Iteration 29Q: 3 clusters Score -1.159938e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 85590 members 
Entering Unmasked Estep 
Score: -11599652.000000 Penalty: 3711.642090
	Iteration 30Q: 3 clusters Score -1.159965e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 86192 members 
Entering Unmasked Estep 
Score: -11599890.000000 Penalty: 3711.642090
	Iteration 31Q: 3 clusters Score -1.159989e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 86706 members 
Entering Unmasked Estep 
Score: -11600062.000000 Penalty: 3711.642090
	Iteration 32Q: 3 clusters Score -1.160006e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 87222 members 
Entering Unmasked Estep 
Score: -11600275.000000 Penalty: 3711.642090
	Iteration 33Q: 3 clusters Score -1.160028e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 87680 members 
Entering Unmasked Estep 
Score: -11600440.000000 Penalty: 3711.642090
	Iteration 34Q: 3 clusters Score -1.160044e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 88060 members 
Entering Unmasked Estep 
Score: -11600571.000000 Penalty: 3711.642090
	Iteration 35Q: 3 clusters Score -1.160057e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 88395 members 
Entering Unmasked Estep 
Score: -11600695.000000 Penalty: 3711.642090
	Iteration 36Q: 3 clusters Score -1.16007e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 88700 members 
Entering Unmasked Estep 
Score: -11600815.000000 Penalty: 3711.642090
	Iteration 37Q: 3 clusters Score -1.160082e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 88976 members 
Entering Unmasked Estep 
Score: -11600945.000000 Penalty: 3711.642090
	Iteration 38Q: 3 clusters Score -1.160094e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -11601068.000000 Penalty: 3711.642090
	Iteration 39Q: 3 clusters Score -1.160107e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 89386 members 
Entering Unmasked Estep 
Score: -11601158.000000 Penalty: 3711.642090
	Iteration 40F: 3 clusters Score -1.160116e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -11601222.000000 Penalty: 3711.642090
	Iteration 41Q: 3 clusters Score -1.160122e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -11601286.000000 Penalty: 3711.642090
	Iteration 42Q: 3 clusters Score -1.160129e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 89748 members 
Entering Unmasked Estep 
Score: -11601324.000000 Penalty: 3711.642090
	Iteration 43Q: 3 clusters Score -1.160132e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 89838 members 
Entering Unmasked Estep 
Score: -11601351.000000 Penalty: 3711.642090
	Iteration 44Q: 3 clusters Score -1.160135e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -11601392.000000 Penalty: 3711.642090
	Iteration 45Q: 3 clusters Score -1.160139e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -11601419.000000 Penalty: 3711.642090
	Iteration 46Q: 3 clusters Score -1.160142e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 90029 members 
Entering Unmasked Estep 
Score: -11601427.000000 Penalty: 3711.642090
	Iteration 47Q: 3 clusters Score -1.160143e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 90090 members 
Entering Unmasked Estep 
Score: -11601451.000000 Penalty: 3711.642090
	Iteration 48Q: 3 clusters Score -1.160145e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 90141 members 
Entering Unmasked Estep 
Score: -11601494.000000 Penalty: 3711.642090
	Iteration 49Q: 3 clusters Score -1.160149e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 90188 members 
Entering Unmasked Estep 
Score: -11601523.000000 Penalty: 3711.642090
	Iteration 50Q: 3 clusters Score -1.160152e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 90217 members 
Entering Unmasked Estep 
Score: -11601541.000000 Penalty: 3711.642090
	Iteration 51Q: 3 clusters Score -1.160154e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 90246 members 
Entering Unmasked Estep 
Score: -11601563.000000 Penalty: 3711.642090
	Iteration 52Q: 3 clusters Score -1.160156e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 90270 members 
Entering Unmasked Estep 
Score: -11601583.000000 Penalty: 3711.642090
	Iteration 53Q: 3 clusters Score -1.160158e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 90294 members 
Entering Unmasked Estep 
Score: -11601593.000000 Penalty: 3711.642090
	Iteration 54Q: 3 clusters Score -1.160159e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 90312 members 
Entering Unmasked Estep 
Score: -11601615.000000 Penalty: 3711.642090
	Iteration 55Q: 3 clusters Score -1.160162e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 90329 members 
Entering Unmasked Estep 
Score: -11601611.000000 Penalty: 3711.642090
	Iteration 56Q: 3 clusters Score -1.160161e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 90348 members 
Entering Unmasked Estep 
Score: -11601612.000000 Penalty: 3711.642090
	Iteration 57Q: 3 clusters Score -1.160161e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -11601637.000000 Penalty: 3711.642090
	Iteration 58Q: 3 clusters Score -1.160164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 90378 members 
Entering Unmasked Estep 
Score: -11601642.000000 Penalty: 3711.642090
	Iteration 59Q: 3 clusters Score -1.160164e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 90397 members 
Entering Unmasked Estep 
Score: -11601646.000000 Penalty: 3711.642090
	Iteration 60F: 3 clusters Score -1.160165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 90405 members 
Entering Unmasked Estep 
Score: -11601647.000000 Penalty: 3711.642090
	Iteration 61Q: 3 clusters Score -1.160165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 90412 members 
Entering Unmasked Estep 
Score: -11601649.000000 Penalty: 3711.642090
	Iteration 62Q: 3 clusters Score -1.160165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 90417 members 
Entering Unmasked Estep 
Score: -11601652.000000 Penalty: 3711.642090
	Iteration 63Q: 3 clusters Score -1.160165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 90420 members 
Entering Unmasked Estep 
Score: -11601648.000000 Penalty: 3711.642090
	Iteration 64Q: 3 clusters Score -1.160165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 90426 members 
Entering Unmasked Estep 
Score: -11601655.000000 Penalty: 3711.642090
	Iteration 65Q: 3 clusters Score -1.160166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 90435 members 
Entering Unmasked Estep 
Score: -11601659.000000 Penalty: 3711.642090
	Iteration 66Q: 3 clusters Score -1.160166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 90441 members 
Entering Unmasked Estep 
Score: -11601666.000000 Penalty: 3711.642090
	Iteration 67Q: 3 clusters Score -1.160167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 90446 members 
Entering Unmasked Estep 
Score: -11601657.000000 Penalty: 3711.642090
	Iteration 68Q: 3 clusters Score -1.160166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 90452 members 
Entering Unmasked Estep 
Score: -11601656.000000 Penalty: 3711.642090
	Iteration 69Q: 3 clusters Score -1.160166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 90456 members 
Entering Unmasked Estep 
Score: -11601665.000000 Penalty: 3711.642090
	Iteration 70Q: 3 clusters Score -1.160166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -11601666.000000 Penalty: 3711.642090
	Iteration 71Q: 3 clusters Score -1.160167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 90458 members 
Entering Unmasked Estep 
Score: -11601670.000000 Penalty: 3711.642090
	Iteration 72Q: 3 clusters Score -1.160167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 90459 members 
Entering Unmasked Estep 
Score: -11601673.000000 Penalty: 3711.642090
	Iteration 73Q: 3 clusters Score -1.160167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 90460 members 
Entering Unmasked Estep 
Score: -11601670.000000 Penalty: 3711.642090
	Iteration 74Q: 3 clusters Score -1.160167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 90460 members 
Entering Unmasked Estep 
Score: -11601670.000000 Penalty: 3711.642090
	Iteration 75F: 3 clusters Score -1.160167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Entering Unmasked Estep 
Score: -1247792.125000 Penalty: 1494.422241
	Iteration 0F: 2 clusters Score -1247792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1240681.375000 Penalty: 2988.844482
	Iteration 0F: 3 clusters Score -1240681 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1243010.375000 Penalty: 2988.844482
	Iteration 1F: 3 clusters Score -1243010 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1243377.125000 Penalty: 2988.844482
	Iteration 2F: 3 clusters Score -1243377 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1243724.125000 Penalty: 2988.844482
	Iteration 3F: 3 clusters Score -1243724 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1244057.500000 Penalty: 2988.844482
	Iteration 4F: 3 clusters Score -1244058 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1244387.625000 Penalty: 2988.844482
	Iteration 5F: 3 clusters Score -1244388 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1244754.125000 Penalty: 2988.844482
	Iteration 6F: 3 clusters Score -1244754 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1245152.750000 Penalty: 2988.844482
	Iteration 7F: 3 clusters Score -1245153 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1245501.375000 Penalty: 2988.844482
	Iteration 8F: 3 clusters Score -1245501 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1245791.125000 Penalty: 2988.844482
	Iteration 9Q: 3 clusters Score -1245791 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1245961.000000 Penalty: 2988.844482
	Iteration 10Q: 3 clusters Score -1245961 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1246061.125000 Penalty: 2988.844482
	Iteration 11Q: 3 clusters Score -1246061 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1246124.250000 Penalty: 2988.844482
	Iteration 12Q: 3 clusters Score -1246124 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1246165.250000 Penalty: 2988.844482
	Iteration 13Q: 3 clusters Score -1246165 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1246191.625000 Penalty: 2988.844482
	Iteration 14Q: 3 clusters Score -1246192 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1246214.375000 Penalty: 2988.844482
	Iteration 15Q: 3 clusters Score -1246214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1246232.125000 Penalty: 2988.844482
	Iteration 16Q: 3 clusters Score -1246232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1246242.625000 Penalty: 2988.844482
	Iteration 17Q: 3 clusters Score -1246243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1246253.000000 Penalty: 2988.844482
	Iteration 18Q: 3 clusters Score -1246253 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1246266.750000 Penalty: 2988.844482
	Iteration 19Q: 3 clusters Score -1246267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1246278.000000 Penalty: 2988.844482
	Iteration 20F: 3 clusters Score -1246278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1246282.750000 Penalty: 2988.844482
	Iteration 21Q: 3 clusters Score -1246283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1246285.625000 Penalty: 2988.844482
	Iteration 22Q: 3 clusters Score -1246286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1246286.875000 Penalty: 2988.844482
	Iteration 23Q: 3 clusters Score -1246287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1246287.500000 Penalty: 2988.844482
	Iteration 24Q: 3 clusters Score -1246288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1246291.250000 Penalty: 2988.844482
	Iteration 25Q: 3 clusters Score -1246291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1246291.375000 Penalty: 2988.844482
	Iteration 26Q: 3 clusters Score -1246291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1246293.625000 Penalty: 2988.844482
	Iteration 27Q: 3 clusters Score -1246294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1246294.125000 Penalty: 2988.844482
	Iteration 28Q: 3 clusters Score -1246294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1246297.750000 Penalty: 2988.844482
	Iteration 29Q: 3 clusters Score -1246298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1246298.625000 Penalty: 2988.844482
	Iteration 30Q: 3 clusters Score -1246299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1246298.500000 Penalty: 2988.844482
	Iteration 31Q: 3 clusters Score -1246298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1246299.625000 Penalty: 2988.844482
	Iteration 32Q: 3 clusters Score -1246300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1246299.750000 Penalty: 2988.844482
	Iteration 33Q: 3 clusters Score -1246300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1246298.375000 Penalty: 2988.844482
	Iteration 34Q: 3 clusters Score -1246298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1246297.125000 Penalty: 2988.844482
	Iteration 35Q: 3 clusters Score -1246297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1246298.500000 Penalty: 2988.844482
	Iteration 36Q: 3 clusters Score -1246298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1246298.625000 Penalty: 2988.844482
	Iteration 37Q: 3 clusters Score -1246299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1246301.375000 Penalty: 2988.844482
	Iteration 38Q: 3 clusters Score -1246301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1246300.500000 Penalty: 2988.844482
	Iteration 39Q: 3 clusters Score -1246300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1246302.625000 Penalty: 2988.844482
	Iteration 40F: 3 clusters Score -1246303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1246303.625000 Penalty: 2988.844482
	Iteration 41Q: 3 clusters Score -1246304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1246302.875000 Penalty: 2988.844482
	Iteration 42Q: 3 clusters Score -1246303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1246302.500000 Penalty: 2988.844482
	Iteration 43Q: 3 clusters Score -1246302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1246302.750000 Penalty: 2988.844482
	Iteration 44Q: 3 clusters Score -1246303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1246305.250000 Penalty: 2988.844482
	Iteration 45Q: 3 clusters Score -1246305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1246305.250000 Penalty: 2988.844482
	Iteration 46F: 3 clusters Score -1246305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -170939.859375 Penalty: 1179.606323
	Iteration 0F: 2 clusters Score -170939.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -169231.078125 Penalty: 2359.212646
	Iteration 0F: 3 clusters Score -169231.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -169557.609375 Penalty: 2359.212646
	Iteration 1F: 3 clusters Score -169557.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -169665.531250 Penalty: 2359.212646
	Iteration 2F: 3 clusters Score -169665.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -169716.343750 Penalty: 2359.212646
	Iteration 3F: 3 clusters Score -169716.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -169743.859375 Penalty: 2359.212646
	Iteration 4Q: 3 clusters Score -169743.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -169759.734375 Penalty: 2359.212646
	Iteration 5Q: 3 clusters Score -169759.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -169772.062500 Penalty: 2359.212646
	Iteration 6Q: 3 clusters Score -169772.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -169780.875000 Penalty: 2359.212646
	Iteration 7Q: 3 clusters Score -169780.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -169787.265625 Penalty: 2359.212646
	Iteration 8Q: 3 clusters Score -169787.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -169792.312500 Penalty: 2359.212646
	Iteration 9Q: 3 clusters Score -169792.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -169796.625000 Penalty: 2359.212646
	Iteration 10Q: 3 clusters Score -169796.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -169799.203125 Penalty: 2359.212646
	Iteration 11Q: 3 clusters Score -169799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -169800.328125 Penalty: 2359.212646
	Iteration 12Q: 3 clusters Score -169800.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -169802.093750 Penalty: 2359.212646
	Iteration 13Q: 3 clusters Score -169802.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -169805.375000 Penalty: 2359.212646
	Iteration 14Q: 3 clusters Score -169805.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -169805.703125 Penalty: 2359.212646
	Iteration 15Q: 3 clusters Score -169805.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -169810.171875 Penalty: 2359.212646
	Iteration 16Q: 3 clusters Score -169810.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -169815.656250 Penalty: 2359.212646
	Iteration 17Q: 3 clusters Score -169815.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -169819.890625 Penalty: 2359.212646
	Iteration 18Q: 3 clusters Score -169819.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -169823.187500 Penalty: 2359.212646
	Iteration 19Q: 3 clusters Score -169823.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -169827.609375 Penalty: 2359.212646
	Iteration 20F: 3 clusters Score -169827.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -169831.250000 Penalty: 2359.212646
	Iteration 21Q: 3 clusters Score -169831.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -169832.359375 Penalty: 2359.212646
	Iteration 22Q: 3 clusters Score -169832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -169832.562500 Penalty: 2359.212646
	Iteration 23Q: 3 clusters Score -169832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -169832.984375 Penalty: 2359.212646
	Iteration 24Q: 3 clusters Score -169833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -169834.812500 Penalty: 2359.212646
	Iteration 25Q: 3 clusters Score -169834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -169836.812500 Penalty: 2359.212646
	Iteration 26Q: 3 clusters Score -169836.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -169838.968750 Penalty: 2359.212646
	Iteration 27Q: 3 clusters Score -169839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -169840.468750 Penalty: 2359.212646
	Iteration 28Q: 3 clusters Score -169840.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -169840.468750 Penalty: 2359.212646
	Iteration 29F: 3 clusters Score -169840.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Entering Unmasked Estep 
Score: -735476.875000 Penalty: 1430.605225
	Iteration 0F: 2 clusters Score -735476.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -730525.312500 Penalty: 2861.210449
	Iteration 0F: 3 clusters Score -730525.3 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -732483.500000 Penalty: 2861.210449
	Iteration 1F: 3 clusters Score -732483.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -733061.187500 Penalty: 2861.210449
	Iteration 2F: 3 clusters Score -733061.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -733490.625000 Penalty: 2861.210449
	Iteration 3F: 3 clusters Score -733490.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -733819.562500 Penalty: 2861.210449
	Iteration 4F: 3 clusters Score -733819.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -734081.250000 Penalty: 2861.210449
	Iteration 5F: 3 clusters Score -734081.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -734310.437500 Penalty: 2861.210449
	Iteration 6Q: 3 clusters Score -734310.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -734526.125000 Penalty: 2861.210449
	Iteration 7Q: 3 clusters Score -734526.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -734726.312500 Penalty: 2861.210449
	Iteration 8Q: 3 clusters Score -734726.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -734946.750000 Penalty: 2861.210449
	Iteration 9Q: 3 clusters Score -734946.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -735153.750000 Penalty: 2861.210449
	Iteration 10Q: 3 clusters Score -735153.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -735356.875000 Penalty: 2861.210449
	Iteration 11Q: 3 clusters Score -735356.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -735523.250000 Penalty: 2861.210449
	Iteration 12Q: 3 clusters Score -735523.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -735634.000000 Penalty: 2861.210449
	Iteration 13Q: 3 clusters Score -735634 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -735708.625000 Penalty: 2861.210449
	Iteration 14Q: 3 clusters Score -735708.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -735750.312500 Penalty: 2861.210449
	Iteration 15Q: 3 clusters Score -735750.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -735772.187500 Penalty: 2861.210449
	Iteration 16Q: 3 clusters Score -735772.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -735783.875000 Penalty: 2861.210449
	Iteration 17Q: 3 clusters Score -735783.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -735794.312500 Penalty: 2861.210449
	Iteration 18Q: 3 clusters Score -735794.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -735803.500000 Penalty: 2861.210449
	Iteration 19Q: 3 clusters Score -735803.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -735814.000000 Penalty: 2861.210449
	Iteration 20F: 3 clusters Score -735814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -735819.562500 Penalty: 2861.210449
	Iteration 21Q: 3 clusters Score -735819.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -735826.125000 Penalty: 2861.210449
	Iteration 22Q: 3 clusters Score -735826.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -735831.625000 Penalty: 2861.210449
	Iteration 23Q: 3 clusters Score -735831.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -735837.812500 Penalty: 2861.210449
	Iteration 24Q: 3 clusters Score -735837.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -735842.437500 Penalty: 2861.210449
	Iteration 25Q: 3 clusters Score -735842.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -735842.062500 Penalty: 2861.210449
	Iteration 26Q: 3 clusters Score -735842.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -735843.312500 Penalty: 2861.210449
	Iteration 27Q: 3 clusters Score -735843.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -735844.937500 Penalty: 2861.210449
	Iteration 28Q: 3 clusters Score -735844.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -735846.562500 Penalty: 2861.210449
	Iteration 29Q: 3 clusters Score -735846.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -735844.812500 Penalty: 2861.210449
	Iteration 30Q: 3 clusters Score -735844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -735847.312500 Penalty: 2861.210449
	Iteration 31Q: 3 clusters Score -735847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -735846.687500 Penalty: 2861.210449
	Iteration 32Q: 3 clusters Score -735846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -735848.812500 Penalty: 2861.210449
	Iteration 33Q: 3 clusters Score -735848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -735850.000000 Penalty: 2861.210449
	Iteration 34Q: 3 clusters Score -735850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -735849.312500 Penalty: 2861.210449
	Iteration 35Q: 3 clusters Score -735849.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -735849.250000 Penalty: 2861.210449
	Iteration 36Q: 3 clusters Score -735849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -735850.125000 Penalty: 2861.210449
	Iteration 37Q: 3 clusters Score -735850.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -735850.125000 Penalty: 2861.210449
	Iteration 38F: 3 clusters Score -735850.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 9862 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 3350 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 16659 members 
Mstep: Class 7 contains 19771 members 
Mstep: Class 8 contains 86031 members 
Mstep: Class 9 contains 49483 members 
Mstep: Class 10 contains 33639 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 29067 members 
Mstep: Class 13 contains 19030 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 76927 members 
Mstep: Class 16 contains 27976 members 
Mstep: Class 17 contains 8388 members 
Mstep: Class 18 contains 4851 members 
Mstep: Class 19 contains 130713 members 
Mstep: Class 20 contains 12195 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 6139 members 
Mstep: Class 24 contains 10901 members 
Mstep: Class 25 contains 131681 members 
Mstep: Class 26 contains 5030 members 
Mstep: Class 27 contains 7305 members 
Mstep: Class 28 contains 8115 members 
Mstep: Class 29 contains 85679 members 
Mstep: Class 30 contains 3309 members 
Entering Unmasked Estep 
Score: -108931552.000000 Penalty: 66754.359375
Splitting cluster 4 changes total score from -108931480.000000 to -108931552.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 5 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -25710.611328 Penalty: 918.529480
	Iteration 0F: 2 clusters Score -25710.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24957.574219 Penalty: 1837.058960
	Iteration 0F: 3 clusters Score -24957.57 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25199.060547 Penalty: 1837.058960
	Iteration 1F: 3 clusters Score -25199.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25249.787109 Penalty: 1837.058960
	Iteration 2F: 3 clusters Score -25249.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25283.339844 Penalty: 1837.058960
	Iteration 3Q: 3 clusters Score -25283.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25287.019531 Penalty: 1837.058960
	Iteration 4Q: 3 clusters Score -25287.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25287.019531 Penalty: 1837.058960
	Iteration 5F: 3 clusters Score -25287.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Entering Unmasked Estep 
Score: -2094649.250000 Penalty: 1579.614746
	Iteration 0F: 2 clusters Score -2094649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2083159.500000 Penalty: 3159.229492
	Iteration 0F: 3 clusters Score -2083160 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2087381.375000 Penalty: 3159.229492
	Iteration 1F: 3 clusters Score -2087381 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2087806.625000 Penalty: 3159.229492
	Iteration 2F: 3 clusters Score -2087807 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2088329.500000 Penalty: 3159.229492
	Iteration 3F: 3 clusters Score -2088330 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2089048.000000 Penalty: 3159.229492
	Iteration 4F: 3 clusters Score -2089048 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2089987.875000 Penalty: 3159.229492
	Iteration 5F: 3 clusters Score -2089988 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2091098.500000 Penalty: 3159.229492
	Iteration 6F: 3 clusters Score -2091098 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2092021.000000 Penalty: 3159.229492
	Iteration 7F: 3 clusters Score -2092021 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2092613.500000 Penalty: 3159.229492
	Iteration 8Q: 3 clusters Score -2092614 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2092934.625000 Penalty: 3159.229492
	Iteration 9Q: 3 clusters Score -2092935 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2093084.875000 Penalty: 3159.229492
	Iteration 10Q: 3 clusters Score -2093085 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2093175.250000 Penalty: 3159.229492
	Iteration 11Q: 3 clusters Score -2093175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2093223.750000 Penalty: 3159.229492
	Iteration 12Q: 3 clusters Score -2093224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2093253.500000 Penalty: 3159.229492
	Iteration 13Q: 3 clusters Score -2093254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2093278.750000 Penalty: 3159.229492
	Iteration 14Q: 3 clusters Score -2093279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2093291.125000 Penalty: 3159.229492
	Iteration 15Q: 3 clusters Score -2093291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2093300.250000 Penalty: 3159.229492
	Iteration 16Q: 3 clusters Score -2093300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2093303.750000 Penalty: 3159.229492
	Iteration 17Q: 3 clusters Score -2093304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2093307.750000 Penalty: 3159.229492
	Iteration 18Q: 3 clusters Score -2093308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2093309.750000 Penalty: 3159.229492
	Iteration 19Q: 3 clusters Score -2093310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2093313.875000 Penalty: 3159.229492
	Iteration 20F: 3 clusters Score -2093314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Entering Unmasked Estep 
Score: -2533081.000000 Penalty: 1607.445435
	Iteration 0F: 2 clusters Score -2533081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2519657.000000 Penalty: 3214.890869
	Iteration 0F: 3 clusters Score -2519657 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2524422.000000 Penalty: 3214.890869
	Iteration 1F: 3 clusters Score -2524422 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2524767.750000 Penalty: 3214.890869
	Iteration 2Q: 3 clusters Score -2524768 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2525109.250000 Penalty: 3214.890869
	Iteration 3Q: 3 clusters Score -2525109 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2525498.750000 Penalty: 3214.890869
	Iteration 4Q: 3 clusters Score -2525499 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2525933.250000 Penalty: 3214.890869
	Iteration 5Q: 3 clusters Score -2525933 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2526451.500000 Penalty: 3214.890869
	Iteration 6Q: 3 clusters Score -2526452 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2527113.250000 Penalty: 3214.890869
	Iteration 7F: 3 clusters Score -2527113 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2527949.500000 Penalty: 3214.890869
	Iteration 8F: 3 clusters Score -2527950 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2528927.500000 Penalty: 3214.890869
	Iteration 9F: 3 clusters Score -2528928 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2529873.750000 Penalty: 3214.890869
	Iteration 10F: 3 clusters Score -2529874 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2530607.250000 Penalty: 3214.890869
	Iteration 11Q: 3 clusters Score -2530607 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2531089.500000 Penalty: 3214.890869
	Iteration 12Q: 3 clusters Score -2531090 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2531338.500000 Penalty: 3214.890869
	Iteration 13Q: 3 clusters Score -2531338 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2531492.500000 Penalty: 3214.890869
	Iteration 14Q: 3 clusters Score -2531492 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2531598.750000 Penalty: 3214.890869
	Iteration 15Q: 3 clusters Score -2531599 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2531659.500000 Penalty: 3214.890869
	Iteration 16Q: 3 clusters Score -2531660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2531686.500000 Penalty: 3214.890869
	Iteration 17Q: 3 clusters Score -2531686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2531703.500000 Penalty: 3214.890869
	Iteration 18Q: 3 clusters Score -2531704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2531713.500000 Penalty: 3214.890869
	Iteration 19Q: 3 clusters Score -2531714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2531717.000000 Penalty: 3214.890869
	Iteration 20F: 3 clusters Score -2531717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2531721.750000 Penalty: 3214.890869
	Iteration 21Q: 3 clusters Score -2531722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2531723.250000 Penalty: 3214.890869
	Iteration 22Q: 3 clusters Score -2531723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2531725.750000 Penalty: 3214.890869
	Iteration 23Q: 3 clusters Score -2531726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2531729.000000 Penalty: 3214.890869
	Iteration 24Q: 3 clusters Score -2531729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2531731.750000 Penalty: 3214.890869
	Iteration 25Q: 3 clusters Score -2531732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2531734.750000 Penalty: 3214.890869
	Iteration 26Q: 3 clusters Score -2531735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2531735.000000 Penalty: 3214.890869
	Iteration 27Q: 3 clusters Score -2531735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2531737.500000 Penalty: 3214.890869
	Iteration 28Q: 3 clusters Score -2531738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2531740.250000 Penalty: 3214.890869
	Iteration 29Q: 3 clusters Score -2531740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2531740.250000 Penalty: 3214.890869
	Iteration 30F: 3 clusters Score -2531740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (86031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86031 members 
Entering Unmasked Estep 
Score: -11016581.000000 Penalty: 1846.400269
	Iteration 0F: 2 clusters Score -1.101658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -10960058.000000 Penalty: 3692.800537
	Iteration 0F: 3 clusters Score -1.096006e+07 nChanged 41091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -10983653.000000 Penalty: 3692.800537
	Iteration 1F: 3 clusters Score -1.098365e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -10984294.000000 Penalty: 3692.800537
	Iteration 2Q: 3 clusters Score -1.098429e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -10985200.000000 Penalty: 3692.800537
	Iteration 3Q: 3 clusters Score -1.09852e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -10986502.000000 Penalty: 3692.800537
	Iteration 4Q: 3 clusters Score -1.09865e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -10988510.000000 Penalty: 3692.800537
	Iteration 5Q: 3 clusters Score -1.098851e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -10991743.000000 Penalty: 3692.800537
	Iteration 6F: 3 clusters Score -1.099174e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -10996171.000000 Penalty: 3692.800537
	Iteration 7F: 3 clusters Score -1.099617e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -11001153.000000 Penalty: 3692.800537
	Iteration 8F: 3 clusters Score -1.100115e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -11005951.000000 Penalty: 3692.800537
	Iteration 9F: 3 clusters Score -1.100595e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77878 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -11009549.000000 Penalty: 3692.800537
	Iteration 10Q: 3 clusters Score -1.100955e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -11011854.000000 Penalty: 3692.800537
	Iteration 11Q: 3 clusters Score -1.101185e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -11013323.000000 Penalty: 3692.800537
	Iteration 12Q: 3 clusters Score -1.101332e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83435 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -11014011.000000 Penalty: 3692.800537
	Iteration 13Q: 3 clusters Score -1.101401e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84063 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -11014431.000000 Penalty: 3692.800537
	Iteration 14Q: 3 clusters Score -1.101443e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84463 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -11014645.000000 Penalty: 3692.800537
	Iteration 15Q: 3 clusters Score -1.101464e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84712 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -11014792.000000 Penalty: 3692.800537
	Iteration 16Q: 3 clusters Score -1.101479e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -11014907.000000 Penalty: 3692.800537
	Iteration 17Q: 3 clusters Score -1.101491e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84972 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -11014966.000000 Penalty: 3692.800537
	Iteration 18Q: 3 clusters Score -1.101497e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85045 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -11015012.000000 Penalty: 3692.800537
	Iteration 19Q: 3 clusters Score -1.101501e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85096 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -11015045.000000 Penalty: 3692.800537
	Iteration 20F: 3 clusters Score -1.101504e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85131 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -11015069.000000 Penalty: 3692.800537
	Iteration 21Q: 3 clusters Score -1.101507e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85158 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -11015076.000000 Penalty: 3692.800537
	Iteration 22Q: 3 clusters Score -1.101508e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85179 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11015107.000000 Penalty: 3692.800537
	Iteration 23Q: 3 clusters Score -1.101511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11015105.000000 Penalty: 3692.800537
	Iteration 24Q: 3 clusters Score -1.10151e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85207 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -11015123.000000 Penalty: 3692.800537
	Iteration 25Q: 3 clusters Score -1.101512e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85218 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -11015129.000000 Penalty: 3692.800537
	Iteration 26Q: 3 clusters Score -1.101513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85228 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -11015136.000000 Penalty: 3692.800537
	Iteration 27Q: 3 clusters Score -1.101514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85230 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11015146.000000 Penalty: 3692.800537
	Iteration 28Q: 3 clusters Score -1.101515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85230 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11015141.000000 Penalty: 3692.800537
	Iteration 29Q: 3 clusters Score -1.101514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11015143.000000 Penalty: 3692.800537
	Iteration 30Q: 3 clusters Score -1.101514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85232 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11015150.000000 Penalty: 3692.800537
	Iteration 31Q: 3 clusters Score -1.101515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85235 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -11015150.000000 Penalty: 3692.800537
	Iteration 32Q: 3 clusters Score -1.101515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85236 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11015152.000000 Penalty: 3692.800537
	Iteration 33Q: 3 clusters Score -1.101515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11015159.000000 Penalty: 3692.800537
	Iteration 34Q: 3 clusters Score -1.101516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85237 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -11015164.000000 Penalty: 3692.800537
	Iteration 35Q: 3 clusters Score -1.101516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85238 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -11015156.000000 Penalty: 3692.800537
	Iteration 36Q: 3 clusters Score -1.101516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11015160.000000 Penalty: 3692.800537
	Iteration 37Q: 3 clusters Score -1.101516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85246 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11015161.000000 Penalty: 3692.800537
	Iteration 38Q: 3 clusters Score -1.101516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85250 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -11015162.000000 Penalty: 3692.800537
	Iteration 39Q: 3 clusters Score -1.101516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85253 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -11015168.000000 Penalty: 3692.800537
	Iteration 40F: 3 clusters Score -1.101517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85254 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11015175.000000 Penalty: 3692.800537
	Iteration 41Q: 3 clusters Score -1.101518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -11015180.000000 Penalty: 3692.800537
	Iteration 42Q: 3 clusters Score -1.101518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85254 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11015179.000000 Penalty: 3692.800537
	Iteration 43Q: 3 clusters Score -1.101518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85258 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11015185.000000 Penalty: 3692.800537
	Iteration 44Q: 3 clusters Score -1.101518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -11015188.000000 Penalty: 3692.800537
	Iteration 45Q: 3 clusters Score -1.101519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -11015197.000000 Penalty: 3692.800537
	Iteration 46Q: 3 clusters Score -1.10152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -11015200.000000 Penalty: 3692.800537
	Iteration 47Q: 3 clusters Score -1.10152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85263 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11015202.000000 Penalty: 3692.800537
	Iteration 48Q: 3 clusters Score -1.10152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -11015207.000000 Penalty: 3692.800537
	Iteration 49Q: 3 clusters Score -1.101521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85263 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11015206.000000 Penalty: 3692.800537
	Iteration 50Q: 3 clusters Score -1.101521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85263 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11015206.000000 Penalty: 3692.800537
	Iteration 51F: 3 clusters Score -1.101521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Entering Unmasked Estep 
Score: -6310004.000000 Penalty: 1756.524902
	Iteration 0F: 2 clusters Score -6310004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -6276919.000000 Penalty: 3513.049805
	Iteration 0F: 3 clusters Score -6276919 nChanged 23276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -6289969.000000 Penalty: 3513.049805
	Iteration 1F: 3 clusters Score -6289969 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -6290523.000000 Penalty: 3513.049805
	Iteration 2Q: 3 clusters Score -6290523 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -6291274.000000 Penalty: 3513.049805
	Iteration 3Q: 3 clusters Score -6291274 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -6292431.500000 Penalty: 3513.049805
	Iteration 4Q: 3 clusters Score -6292432 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -6294298.500000 Penalty: 3513.049805
	Iteration 5F: 3 clusters Score -6294298 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -6296947.500000 Penalty: 3513.049805
	Iteration 6F: 3 clusters Score -6296948 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -6300032.000000 Penalty: 3513.049805
	Iteration 7F: 3 clusters Score -6300032 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -6302484.500000 Penalty: 3513.049805
	Iteration 8F: 3 clusters Score -6302484 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -6303791.000000 Penalty: 3513.049805
	Iteration 9Q: 3 clusters Score -6303791 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -6304500.000000 Penalty: 3513.049805
	Iteration 10Q: 3 clusters Score -6304500 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -6304837.000000 Penalty: 3513.049805
	Iteration 11Q: 3 clusters Score -6304837 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -6305095.500000 Penalty: 3513.049805
	Iteration 12Q: 3 clusters Score -6305096 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -6305280.000000 Penalty: 3513.049805
	Iteration 13Q: 3 clusters Score -6305280 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -6305444.500000 Penalty: 3513.049805
	Iteration 14Q: 3 clusters Score -6305444 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -6305587.500000 Penalty: 3513.049805
	Iteration 15Q: 3 clusters Score -6305588 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -6305712.500000 Penalty: 3513.049805
	Iteration 16Q: 3 clusters Score -6305712 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -6305830.000000 Penalty: 3513.049805
	Iteration 17Q: 3 clusters Score -6305830 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -6305941.500000 Penalty: 3513.049805
	Iteration 18Q: 3 clusters Score -6305942 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -6306009.000000 Penalty: 3513.049805
	Iteration 19Q: 3 clusters Score -6306009 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -6306107.500000 Penalty: 3513.049805
	Iteration 20F: 3 clusters Score -6306108 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -6306198.000000 Penalty: 3513.049805
	Iteration 21Q: 3 clusters Score -6306198 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -6306268.500000 Penalty: 3513.049805
	Iteration 22Q: 3 clusters Score -6306268 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -6306352.000000 Penalty: 3513.049805
	Iteration 23Q: 3 clusters Score -6306352 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -6306403.500000 Penalty: 3513.049805
	Iteration 24Q: 3 clusters Score -6306404 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -6306440.000000 Penalty: 3513.049805
	Iteration 25Q: 3 clusters Score -6306440 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -6306501.000000 Penalty: 3513.049805
	Iteration 26Q: 3 clusters Score -6306501 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -6306500.500000 Penalty: 3513.049805
	Iteration 27Q: 3 clusters Score -6306500 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -6306564.000000 Penalty: 3513.049805
	Iteration 28Q: 3 clusters Score -6306564 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -6306599.500000 Penalty: 3513.049805
	Iteration 29Q: 3 clusters Score -6306600 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -6306611.000000 Penalty: 3513.049805
	Iteration 30Q: 3 clusters Score -6306611 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -6306664.000000 Penalty: 3513.049805
	Iteration 31Q: 3 clusters Score -6306664 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -6306707.500000 Penalty: 3513.049805
	Iteration 32Q: 3 clusters Score -6306708 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -6306741.000000 Penalty: 3513.049805
	Iteration 33Q: 3 clusters Score -6306741 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -6306773.500000 Penalty: 3513.049805
	Iteration 34Q: 3 clusters Score -6306774 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -6306805.000000 Penalty: 3513.049805
	Iteration 35Q: 3 clusters Score -6306805 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -6306842.000000 Penalty: 3513.049805
	Iteration 36Q: 3 clusters Score -6306842 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -6306861.500000 Penalty: 3513.049805
	Iteration 37Q: 3 clusters Score -6306862 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -6306894.000000 Penalty: 3513.049805
	Iteration 38Q: 3 clusters Score -6306894 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -6306930.000000 Penalty: 3513.049805
	Iteration 39Q: 3 clusters Score -6306930 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -6306962.000000 Penalty: 3513.049805
	Iteration 40F: 3 clusters Score -6306962 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -6306992.500000 Penalty: 3513.049805
	Iteration 41Q: 3 clusters Score -6306992 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -6307006.500000 Penalty: 3513.049805
	Iteration 42Q: 3 clusters Score -6307006 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -6307002.500000 Penalty: 3513.049805
	Iteration 43Q: 3 clusters Score -6307002 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -6307025.500000 Penalty: 3513.049805
	Iteration 44Q: 3 clusters Score -6307026 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -6307049.500000 Penalty: 3513.049805
	Iteration 45Q: 3 clusters Score -6307050 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -6307063.000000 Penalty: 3513.049805
	Iteration 46Q: 3 clusters Score -6307063 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -6307062.000000 Penalty: 3513.049805
	Iteration 47Q: 3 clusters Score -6307062 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -6307081.500000 Penalty: 3513.049805
	Iteration 48Q: 3 clusters Score -6307082 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -6307120.000000 Penalty: 3513.049805
	Iteration 49Q: 3 clusters Score -6307120 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -6307157.500000 Penalty: 3513.049805
	Iteration 50Q: 3 clusters Score -6307158 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -6307161.500000 Penalty: 3513.049805
	Iteration 51Q: 3 clusters Score -6307162 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -6307167.000000 Penalty: 3513.049805
	Iteration 52Q: 3 clusters Score -6307167 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -6307175.000000 Penalty: 3513.049805
	Iteration 53Q: 3 clusters Score -6307175 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -6307184.500000 Penalty: 3513.049805
	Iteration 54Q: 3 clusters Score -6307184 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -6307198.500000 Penalty: 3513.049805
	Iteration 55Q: 3 clusters Score -6307198 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -6307224.500000 Penalty: 3513.049805
	Iteration 56Q: 3 clusters Score -6307224 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -6307261.000000 Penalty: 3513.049805
	Iteration 57Q: 3 clusters Score -6307261 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -6307263.500000 Penalty: 3513.049805
	Iteration 58Q: 3 clusters Score -6307264 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -6307268.500000 Penalty: 3513.049805
	Iteration 59Q: 3 clusters Score -6307268 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -6307290.000000 Penalty: 3513.049805
	Iteration 60F: 3 clusters Score -6307290 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -6307319.000000 Penalty: 3513.049805
	Iteration 61Q: 3 clusters Score -6307319 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -6307307.500000 Penalty: 3513.049805
	Iteration 62Q: 3 clusters Score -6307308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -6307322.500000 Penalty: 3513.049805
	Iteration 63Q: 3 clusters Score -6307322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -6307319.500000 Penalty: 3513.049805
	Iteration 64Q: 3 clusters Score -6307320 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -6307314.500000 Penalty: 3513.049805
	Iteration 65Q: 3 clusters Score -6307314 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -6307315.500000 Penalty: 3513.049805
	Iteration 66Q: 3 clusters Score -6307316 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -6307322.000000 Penalty: 3513.049805
	Iteration 67Q: 3 clusters Score -6307322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -6307344.000000 Penalty: 3513.049805
	Iteration 68Q: 3 clusters Score -6307344 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -6307377.000000 Penalty: 3513.049805
	Iteration 69Q: 3 clusters Score -6307377 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -6307385.000000 Penalty: 3513.049805
	Iteration 70Q: 3 clusters Score -6307385 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -6307401.000000 Penalty: 3513.049805
	Iteration 71Q: 3 clusters Score -6307401 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -6307417.500000 Penalty: 3513.049805
	Iteration 72Q: 3 clusters Score -6307418 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -6307416.000000 Penalty: 3513.049805
	Iteration 73Q: 3 clusters Score -6307416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -6307426.000000 Penalty: 3513.049805
	Iteration 74Q: 3 clusters Score -6307426 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -6307449.500000 Penalty: 3513.049805
	Iteration 75Q: 3 clusters Score -6307450 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -6307467.000000 Penalty: 3513.049805
	Iteration 76Q: 3 clusters Score -6307467 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -6307495.000000 Penalty: 3513.049805
	Iteration 77Q: 3 clusters Score -6307495 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -6307523.500000 Penalty: 3513.049805
	Iteration 78Q: 3 clusters Score -6307524 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -6307548.000000 Penalty: 3513.049805
	Iteration 79Q: 3 clusters Score -6307548 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -6307564.000000 Penalty: 3513.049805
	Iteration 80F: 3 clusters Score -6307564 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -6307577.000000 Penalty: 3513.049805
	Iteration 81Q: 3 clusters Score -6307577 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -6307597.000000 Penalty: 3513.049805
	Iteration 82Q: 3 clusters Score -6307597 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -6307635.500000 Penalty: 3513.049805
	Iteration 83Q: 3 clusters Score -6307636 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -6307672.000000 Penalty: 3513.049805
	Iteration 84Q: 3 clusters Score -6307672 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -6307697.000000 Penalty: 3513.049805
	Iteration 85Q: 3 clusters Score -6307697 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -6307710.500000 Penalty: 3513.049805
	Iteration 86Q: 3 clusters Score -6307710 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -6307714.500000 Penalty: 3513.049805
	Iteration 87Q: 3 clusters Score -6307714 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -6307727.000000 Penalty: 3513.049805
	Iteration 88Q: 3 clusters Score -6307727 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -6307733.500000 Penalty: 3513.049805
	Iteration 89Q: 3 clusters Score -6307734 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -6307745.500000 Penalty: 3513.049805
	Iteration 90Q: 3 clusters Score -6307746 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -6307740.500000 Penalty: 3513.049805
	Iteration 91Q: 3 clusters Score -6307740 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -6307771.500000 Penalty: 3513.049805
	Iteration 92Q: 3 clusters Score -6307772 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -6307769.500000 Penalty: 3513.049805
	Iteration 93Q: 3 clusters Score -6307770 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -6307779.500000 Penalty: 3513.049805
	Iteration 94Q: 3 clusters Score -6307780 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -6307793.500000 Penalty: 3513.049805
	Iteration 95Q: 3 clusters Score -6307794 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -6307820.000000 Penalty: 3513.049805
	Iteration 96Q: 3 clusters Score -6307820 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -6307847.500000 Penalty: 3513.049805
	Iteration 97Q: 3 clusters Score -6307848 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -6307885.000000 Penalty: 3513.049805
	Iteration 98Q: 3 clusters Score -6307885 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -6307913.000000 Penalty: 3513.049805
	Iteration 99Q: 3 clusters Score -6307913 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -6307944.500000 Penalty: 3513.049805
	Iteration 100F: 3 clusters Score -6307944 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -6307948.500000 Penalty: 3513.049805
	Iteration 101Q: 3 clusters Score -6307948 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -6307987.000000 Penalty: 3513.049805
	Iteration 102Q: 3 clusters Score -6307987 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -6308006.500000 Penalty: 3513.049805
	Iteration 103Q: 3 clusters Score -6308006 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -6308023.000000 Penalty: 3513.049805
	Iteration 104Q: 3 clusters Score -6308023 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -6308090.000000 Penalty: 3513.049805
	Iteration 105Q: 3 clusters Score -6308090 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -6308115.500000 Penalty: 3513.049805
	Iteration 106Q: 3 clusters Score -6308116 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -6308160.000000 Penalty: 3513.049805
	Iteration 107Q: 3 clusters Score -6308160 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6308173.000000 Penalty: 3513.049805
	Iteration 108Q: 3 clusters Score -6308173 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -6308204.500000 Penalty: 3513.049805
	Iteration 109Q: 3 clusters Score -6308204 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -6308242.000000 Penalty: 3513.049805
	Iteration 110Q: 3 clusters Score -6308242 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6308263.000000 Penalty: 3513.049805
	Iteration 111Q: 3 clusters Score -6308263 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -6308280.000000 Penalty: 3513.049805
	Iteration 112Q: 3 clusters Score -6308280 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6308304.000000 Penalty: 3513.049805
	Iteration 113Q: 3 clusters Score -6308304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6308318.000000 Penalty: 3513.049805
	Iteration 114Q: 3 clusters Score -6308318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6308333.500000 Penalty: 3513.049805
	Iteration 115Q: 3 clusters Score -6308334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6308362.000000 Penalty: 3513.049805
	Iteration 116Q: 3 clusters Score -6308362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6308378.000000 Penalty: 3513.049805
	Iteration 117Q: 3 clusters Score -6308378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6308401.500000 Penalty: 3513.049805
	Iteration 118Q: 3 clusters Score -6308402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6308422.500000 Penalty: 3513.049805
	Iteration 119Q: 3 clusters Score -6308422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6308427.000000 Penalty: 3513.049805
	Iteration 120F: 3 clusters Score -6308427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6308434.500000 Penalty: 3513.049805
	Iteration 121Q: 3 clusters Score -6308434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6308448.000000 Penalty: 3513.049805
	Iteration 122Q: 3 clusters Score -6308448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6308463.000000 Penalty: 3513.049805
	Iteration 123Q: 3 clusters Score -6308463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6308461.500000 Penalty: 3513.049805
	Iteration 124Q: 3 clusters Score -6308462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6308475.000000 Penalty: 3513.049805
	Iteration 125Q: 3 clusters Score -6308475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6308480.500000 Penalty: 3513.049805
	Iteration 126Q: 3 clusters Score -6308480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6308471.500000 Penalty: 3513.049805
	Iteration 127Q: 3 clusters Score -6308472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6308477.000000 Penalty: 3513.049805
	Iteration 128Q: 3 clusters Score -6308477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6308487.000000 Penalty: 3513.049805
	Iteration 129Q: 3 clusters Score -6308487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6308499.000000 Penalty: 3513.049805
	Iteration 130Q: 3 clusters Score -6308499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6308496.500000 Penalty: 3513.049805
	Iteration 131Q: 3 clusters Score -6308496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6308503.000000 Penalty: 3513.049805
	Iteration 132Q: 3 clusters Score -6308503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6308510.000000 Penalty: 3513.049805
	Iteration 133Q: 3 clusters Score -6308510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6308503.000000 Penalty: 3513.049805
	Iteration 134Q: 3 clusters Score -6308503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6308493.500000 Penalty: 3513.049805
	Iteration 135Q: 3 clusters Score -6308494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6308498.000000 Penalty: 3513.049805
	Iteration 136Q: 3 clusters Score -6308498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6308509.000000 Penalty: 3513.049805
	Iteration 137Q: 3 clusters Score -6308509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6308523.000000 Penalty: 3513.049805
	Iteration 138Q: 3 clusters Score -6308523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6308524.000000 Penalty: 3513.049805
	Iteration 139Q: 3 clusters Score -6308524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6308529.000000 Penalty: 3513.049805
	Iteration 140F: 3 clusters Score -6308529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Entering Unmasked Estep 
Score: -3987844.750000 Penalty: 1693.809204
	Iteration 0F: 2 clusters Score -3987845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -3965261.000000 Penalty: 3387.618408
	Iteration 0F: 3 clusters Score -3965261 nChanged 15448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3974089.000000 Penalty: 3387.618408
	Iteration 1F: 3 clusters Score -3974089 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3974745.250000 Penalty: 3387.618408
	Iteration 2Q: 3 clusters Score -3974745 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3975503.750000 Penalty: 3387.618408
	Iteration 3F: 3 clusters Score -3975504 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3976328.500000 Penalty: 3387.618408
	Iteration 4F: 3 clusters Score -3976328 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3977323.750000 Penalty: 3387.618408
	Iteration 5F: 3 clusters Score -3977324 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -3978550.250000 Penalty: 3387.618408
	Iteration 6F: 3 clusters Score -3978550 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3979832.750000 Penalty: 3387.618408
	Iteration 7F: 3 clusters Score -3979833 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -3981165.250000 Penalty: 3387.618408
	Iteration 8F: 3 clusters Score -3981165 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3982325.750000 Penalty: 3387.618408
	Iteration 9F: 3 clusters Score -3982326 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3983340.000000 Penalty: 3387.618408
	Iteration 10Q: 3 clusters Score -3983340 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -3984216.000000 Penalty: 3387.618408
	Iteration 11Q: 3 clusters Score -3984216 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3984958.000000 Penalty: 3387.618408
	Iteration 12Q: 3 clusters Score -3984958 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3985523.000000 Penalty: 3387.618408
	Iteration 13Q: 3 clusters Score -3985523 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3985930.000000 Penalty: 3387.618408
	Iteration 14Q: 3 clusters Score -3985930 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3986241.750000 Penalty: 3387.618408
	Iteration 15Q: 3 clusters Score -3986242 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3986435.750000 Penalty: 3387.618408
	Iteration 16Q: 3 clusters Score -3986436 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3986555.500000 Penalty: 3387.618408
	Iteration 17Q: 3 clusters Score -3986556 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3986640.250000 Penalty: 3387.618408
	Iteration 18Q: 3 clusters Score -3986640 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3986716.750000 Penalty: 3387.618408
	Iteration 19Q: 3 clusters Score -3986717 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3986766.500000 Penalty: 3387.618408
	Iteration 20F: 3 clusters Score -3986766 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3986815.750000 Penalty: 3387.618408
	Iteration 21Q: 3 clusters Score -3986816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3986845.500000 Penalty: 3387.618408
	Iteration 22Q: 3 clusters Score -3986846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3986886.250000 Penalty: 3387.618408
	Iteration 23Q: 3 clusters Score -3986886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3986894.000000 Penalty: 3387.618408
	Iteration 24Q: 3 clusters Score -3986894 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3986908.000000 Penalty: 3387.618408
	Iteration 25Q: 3 clusters Score -3986908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3986931.000000 Penalty: 3387.618408
	Iteration 26Q: 3 clusters Score -3986931 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3986956.500000 Penalty: 3387.618408
	Iteration 27Q: 3 clusters Score -3986956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3986972.750000 Penalty: 3387.618408
	Iteration 28Q: 3 clusters Score -3986973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3986972.750000 Penalty: 3387.618408
	Iteration 29Q: 3 clusters Score -3986973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3986978.750000 Penalty: 3387.618408
	Iteration 30Q: 3 clusters Score -3986979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3986990.500000 Penalty: 3387.618408
	Iteration 31Q: 3 clusters Score -3986990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3986992.250000 Penalty: 3387.618408
	Iteration 32Q: 3 clusters Score -3986992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3986996.750000 Penalty: 3387.618408
	Iteration 33Q: 3 clusters Score -3986997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3986996.750000 Penalty: 3387.618408
	Iteration 34Q: 3 clusters Score -3986997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3986998.250000 Penalty: 3387.618408
	Iteration 35Q: 3 clusters Score -3986998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3986995.000000 Penalty: 3387.618408
	Iteration 36Q: 3 clusters Score -3986995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3986999.250000 Penalty: 3387.618408
	Iteration 37Q: 3 clusters Score -3986999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3986996.750000 Penalty: 3387.618408
	Iteration 38Q: 3 clusters Score -3986997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3986998.500000 Penalty: 3387.618408
	Iteration 39Q: 3 clusters Score -3986998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3986999.500000 Penalty: 3387.618408
	Iteration 40F: 3 clusters Score -3987000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3987000.500000 Penalty: 3387.618408
	Iteration 41Q: 3 clusters Score -3987000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3987001.250000 Penalty: 3387.618408
	Iteration 42Q: 3 clusters Score -3987001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3987001.500000 Penalty: 3387.618408
	Iteration 43Q: 3 clusters Score -3987002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3987001.750000 Penalty: 3387.618408
	Iteration 44Q: 3 clusters Score -3987002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3986999.250000 Penalty: 3387.618408
	Iteration 45Q: 3 clusters Score -3986999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3986999.500000 Penalty: 3387.618408
	Iteration 46Q: 3 clusters Score -3987000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3986999.500000 Penalty: 3387.618408
	Iteration 47F: 3 clusters Score -3987000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Entering Unmasked Estep 
Score: -520138.843750 Penalty: 1359.118896
	Iteration 0F: 2 clusters Score -520138.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -516584.125000 Penalty: 2718.237793
	Iteration 0F: 3 clusters Score -516584.1 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -517522.468750 Penalty: 2718.237793
	Iteration 1F: 3 clusters Score -517522.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -517684.000000 Penalty: 2718.237793
	Iteration 2F: 3 clusters Score -517684 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -517795.343750 Penalty: 2718.237793
	Iteration 3Q: 3 clusters Score -517795.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -517889.218750 Penalty: 2718.237793
	Iteration 4Q: 3 clusters Score -517889.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -517962.468750 Penalty: 2718.237793
	Iteration 5Q: 3 clusters Score -517962.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -518036.375000 Penalty: 2718.237793
	Iteration 6Q: 3 clusters Score -518036.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -518079.687500 Penalty: 2718.237793
	Iteration 7Q: 3 clusters Score -518079.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -518120.625000 Penalty: 2718.237793
	Iteration 8Q: 3 clusters Score -518120.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -518155.843750 Penalty: 2718.237793
	Iteration 9Q: 3 clusters Score -518155.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -518189.312500 Penalty: 2718.237793
	Iteration 10Q: 3 clusters Score -518189.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -518230.093750 Penalty: 2718.237793
	Iteration 11Q: 3 clusters Score -518230.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -518275.812500 Penalty: 2718.237793
	Iteration 12Q: 3 clusters Score -518275.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -518325.406250 Penalty: 2718.237793
	Iteration 13Q: 3 clusters Score -518325.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -518380.437500 Penalty: 2718.237793
	Iteration 14Q: 3 clusters Score -518380.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -518439.843750 Penalty: 2718.237793
	Iteration 15Q: 3 clusters Score -518439.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -518496.000000 Penalty: 2718.237793
	Iteration 16Q: 3 clusters Score -518496 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -518557.093750 Penalty: 2718.237793
	Iteration 17Q: 3 clusters Score -518557.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -518621.156250 Penalty: 2718.237793
	Iteration 18Q: 3 clusters Score -518621.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -518688.125000 Penalty: 2718.237793
	Iteration 19Q: 3 clusters Score -518688.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -518749.312500 Penalty: 2718.237793
	Iteration 20F: 3 clusters Score -518749.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -518789.187500 Penalty: 2718.237793
	Iteration 21Q: 3 clusters Score -518789.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -518827.000000 Penalty: 2718.237793
	Iteration 22Q: 3 clusters Score -518827 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -518868.343750 Penalty: 2718.237793
	Iteration 23Q: 3 clusters Score -518868.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -518904.000000 Penalty: 2718.237793
	Iteration 24Q: 3 clusters Score -518904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -518922.343750 Penalty: 2718.237793
	Iteration 25Q: 3 clusters Score -518922.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -518940.000000 Penalty: 2718.237793
	Iteration 26Q: 3 clusters Score -518940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -518952.750000 Penalty: 2718.237793
	Iteration 27Q: 3 clusters Score -518952.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -518964.218750 Penalty: 2718.237793
	Iteration 28Q: 3 clusters Score -518964.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -518977.468750 Penalty: 2718.237793
	Iteration 29Q: 3 clusters Score -518977.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -518987.250000 Penalty: 2718.237793
	Iteration 30Q: 3 clusters Score -518987.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -519001.875000 Penalty: 2718.237793
	Iteration 31Q: 3 clusters Score -519001.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -519007.562500 Penalty: 2718.237793
	Iteration 32Q: 3 clusters Score -519007.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -519014.687500 Penalty: 2718.237793
	Iteration 33Q: 3 clusters Score -519014.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -519024.500000 Penalty: 2718.237793
	Iteration 34Q: 3 clusters Score -519024.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -519031.156250 Penalty: 2718.237793
	Iteration 35Q: 3 clusters Score -519031.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -519034.343750 Penalty: 2718.237793
	Iteration 36Q: 3 clusters Score -519034.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -519036.625000 Penalty: 2718.237793
	Iteration 37Q: 3 clusters Score -519036.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -519038.125000 Penalty: 2718.237793
	Iteration 38Q: 3 clusters Score -519038.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -519039.875000 Penalty: 2718.237793
	Iteration 39Q: 3 clusters Score -519039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -519040.281250 Penalty: 2718.237793
	Iteration 40F: 3 clusters Score -519040.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Entering Unmasked Estep 
Score: -3679945.750000 Penalty: 1670.070801
	Iteration 0F: 2 clusters Score -3679946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3660385.500000 Penalty: 3340.141602
	Iteration 0F: 3 clusters Score -3660386 nChanged 13405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3667959.250000 Penalty: 3340.141602
	Iteration 1F: 3 clusters Score -3667959 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3668474.250000 Penalty: 3340.141602
	Iteration 2Q: 3 clusters Score -3668474 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3668935.250000 Penalty: 3340.141602
	Iteration 3Q: 3 clusters Score -3668935 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3669444.500000 Penalty: 3340.141602
	Iteration 4Q: 3 clusters Score -3669444 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3669930.750000 Penalty: 3340.141602
	Iteration 5Q: 3 clusters Score -3669931 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3670421.750000 Penalty: 3340.141602
	Iteration 6Q: 3 clusters Score -3670422 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3670970.750000 Penalty: 3340.141602
	Iteration 7Q: 3 clusters Score -3670971 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3671586.250000 Penalty: 3340.141602
	Iteration 8Q: 3 clusters Score -3671586 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3672273.250000 Penalty: 3340.141602
	Iteration 9Q: 3 clusters Score -3672273 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -3672965.500000 Penalty: 3340.141602
	Iteration 10Q: 3 clusters Score -3672966 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3673589.750000 Penalty: 3340.141602
	Iteration 11Q: 3 clusters Score -3673590 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3674078.750000 Penalty: 3340.141602
	Iteration 12Q: 3 clusters Score -3674079 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3674439.000000 Penalty: 3340.141602
	Iteration 13Q: 3 clusters Score -3674439 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -3674685.000000 Penalty: 3340.141602
	Iteration 14Q: 3 clusters Score -3674685 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3674938.000000 Penalty: 3340.141602
	Iteration 15Q: 3 clusters Score -3674938 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3675185.250000 Penalty: 3340.141602
	Iteration 16Q: 3 clusters Score -3675185 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3675448.500000 Penalty: 3340.141602
	Iteration 17Q: 3 clusters Score -3675448 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3675740.750000 Penalty: 3340.141602
	Iteration 18Q: 3 clusters Score -3675741 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3676059.000000 Penalty: 3340.141602
	Iteration 19Q: 3 clusters Score -3676059 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3676459.000000 Penalty: 3340.141602
	Iteration 20F: 3 clusters Score -3676459 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -3676806.000000 Penalty: 3340.141602
	Iteration 21Q: 3 clusters Score -3676806 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3677151.500000 Penalty: 3340.141602
	Iteration 22Q: 3 clusters Score -3677152 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -3677485.500000 Penalty: 3340.141602
	Iteration 23Q: 3 clusters Score -3677486 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3677735.000000 Penalty: 3340.141602
	Iteration 24Q: 3 clusters Score -3677735 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3677889.750000 Penalty: 3340.141602
	Iteration 25Q: 3 clusters Score -3677890 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3678007.250000 Penalty: 3340.141602
	Iteration 26Q: 3 clusters Score -3678007 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -3678105.500000 Penalty: 3340.141602
	Iteration 27Q: 3 clusters Score -3678106 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -3678168.750000 Penalty: 3340.141602
	Iteration 28Q: 3 clusters Score -3678169 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3678228.500000 Penalty: 3340.141602
	Iteration 29Q: 3 clusters Score -3678228 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -3678269.000000 Penalty: 3340.141602
	Iteration 30Q: 3 clusters Score -3678269 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -3678305.500000 Penalty: 3340.141602
	Iteration 31Q: 3 clusters Score -3678306 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3678337.750000 Penalty: 3340.141602
	Iteration 32Q: 3 clusters Score -3678338 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -3678352.000000 Penalty: 3340.141602
	Iteration 33Q: 3 clusters Score -3678352 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -3678378.000000 Penalty: 3340.141602
	Iteration 34Q: 3 clusters Score -3678378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3678415.500000 Penalty: 3340.141602
	Iteration 35Q: 3 clusters Score -3678416 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -3678440.000000 Penalty: 3340.141602
	Iteration 36Q: 3 clusters Score -3678440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3678453.500000 Penalty: 3340.141602
	Iteration 37Q: 3 clusters Score -3678454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3678464.500000 Penalty: 3340.141602
	Iteration 38Q: 3 clusters Score -3678464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3678474.000000 Penalty: 3340.141602
	Iteration 39Q: 3 clusters Score -3678474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3678476.000000 Penalty: 3340.141602
	Iteration 40F: 3 clusters Score -3678476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3678504.250000 Penalty: 3340.141602
	Iteration 41Q: 3 clusters Score -3678504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -3678510.500000 Penalty: 3340.141602
	Iteration 42Q: 3 clusters Score -3678510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -3678521.750000 Penalty: 3340.141602
	Iteration 43Q: 3 clusters Score -3678522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3678533.250000 Penalty: 3340.141602
	Iteration 44Q: 3 clusters Score -3678533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -3678540.750000 Penalty: 3340.141602
	Iteration 45Q: 3 clusters Score -3678541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -3678543.000000 Penalty: 3340.141602
	Iteration 46Q: 3 clusters Score -3678543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3678543.500000 Penalty: 3340.141602
	Iteration 47Q: 3 clusters Score -3678544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -3678552.750000 Penalty: 3340.141602
	Iteration 48Q: 3 clusters Score -3678553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -3678558.000000 Penalty: 3340.141602
	Iteration 49Q: 3 clusters Score -3678558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -3678555.000000 Penalty: 3340.141602
	Iteration 50Q: 3 clusters Score -3678555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -3678560.250000 Penalty: 3340.141602
	Iteration 51Q: 3 clusters Score -3678560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3678560.250000 Penalty: 3340.141602
	Iteration 52Q: 3 clusters Score -3678560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -3678567.750000 Penalty: 3340.141602
	Iteration 53Q: 3 clusters Score -3678568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -3678571.000000 Penalty: 3340.141602
	Iteration 54Q: 3 clusters Score -3678571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3678569.000000 Penalty: 3340.141602
	Iteration 55Q: 3 clusters Score -3678569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -3678570.250000 Penalty: 3340.141602
	Iteration 56Q: 3 clusters Score -3678570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -3678574.000000 Penalty: 3340.141602
	Iteration 57Q: 3 clusters Score -3678574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3678575.000000 Penalty: 3340.141602
	Iteration 58Q: 3 clusters Score -3678575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -3678574.250000 Penalty: 3340.141602
	Iteration 59Q: 3 clusters Score -3678574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3678576.500000 Penalty: 3340.141602
	Iteration 60F: 3 clusters Score -3678576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Entering Unmasked Estep 
Score: -2411815.500000 Penalty: 1601.238037
	Iteration 0F: 2 clusters Score -2411816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2398863.000000 Penalty: 3202.476074
	Iteration 0F: 3 clusters Score -2398863 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2403543.000000 Penalty: 3202.476074
	Iteration 1F: 3 clusters Score -2403543 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2403885.750000 Penalty: 3202.476074
	Iteration 2F: 3 clusters Score -2403886 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2404254.750000 Penalty: 3202.476074
	Iteration 3Q: 3 clusters Score -2404255 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2404631.750000 Penalty: 3202.476074
	Iteration 4Q: 3 clusters Score -2404632 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2405072.000000 Penalty: 3202.476074
	Iteration 5Q: 3 clusters Score -2405072 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2405587.250000 Penalty: 3202.476074
	Iteration 6F: 3 clusters Score -2405587 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2406191.750000 Penalty: 3202.476074
	Iteration 7F: 3 clusters Score -2406192 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2406845.500000 Penalty: 3202.476074
	Iteration 8F: 3 clusters Score -2406846 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2407493.500000 Penalty: 3202.476074
	Iteration 9F: 3 clusters Score -2407494 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2408057.500000 Penalty: 3202.476074
	Iteration 10Q: 3 clusters Score -2408058 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2408656.750000 Penalty: 3202.476074
	Iteration 11Q: 3 clusters Score -2408657 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2409242.750000 Penalty: 3202.476074
	Iteration 12Q: 3 clusters Score -2409243 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2409681.750000 Penalty: 3202.476074
	Iteration 13Q: 3 clusters Score -2409682 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2409968.000000 Penalty: 3202.476074
	Iteration 14Q: 3 clusters Score -2409968 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2410160.750000 Penalty: 3202.476074
	Iteration 15Q: 3 clusters Score -2410161 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2410361.500000 Penalty: 3202.476074
	Iteration 16Q: 3 clusters Score -2410362 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2410570.500000 Penalty: 3202.476074
	Iteration 17Q: 3 clusters Score -2410570 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2410694.000000 Penalty: 3202.476074
	Iteration 18Q: 3 clusters Score -2410694 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2410765.000000 Penalty: 3202.476074
	Iteration 19Q: 3 clusters Score -2410765 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2410807.000000 Penalty: 3202.476074
	Iteration 20F: 3 clusters Score -2410807 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2410843.500000 Penalty: 3202.476074
	Iteration 21Q: 3 clusters Score -2410844 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2410873.750000 Penalty: 3202.476074
	Iteration 22Q: 3 clusters Score -2410874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2410899.000000 Penalty: 3202.476074
	Iteration 23Q: 3 clusters Score -2410899 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2410916.250000 Penalty: 3202.476074
	Iteration 24Q: 3 clusters Score -2410916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2410930.500000 Penalty: 3202.476074
	Iteration 25Q: 3 clusters Score -2410930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2410936.500000 Penalty: 3202.476074
	Iteration 26Q: 3 clusters Score -2410936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2410935.000000 Penalty: 3202.476074
	Iteration 27Q: 3 clusters Score -2410935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2410941.000000 Penalty: 3202.476074
	Iteration 28Q: 3 clusters Score -2410941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2410939.000000 Penalty: 3202.476074
	Iteration 29Q: 3 clusters Score -2410939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2410936.750000 Penalty: 3202.476074
	Iteration 30Q: 3 clusters Score -2410937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2410935.750000 Penalty: 3202.476074
	Iteration 31Q: 3 clusters Score -2410936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2410940.250000 Penalty: 3202.476074
	Iteration 32Q: 3 clusters Score -2410940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2410940.750000 Penalty: 3202.476074
	Iteration 33Q: 3 clusters Score -2410941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2410944.000000 Penalty: 3202.476074
	Iteration 34Q: 3 clusters Score -2410944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2410946.250000 Penalty: 3202.476074
	Iteration 35Q: 3 clusters Score -2410946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2410948.500000 Penalty: 3202.476074
	Iteration 36Q: 3 clusters Score -2410948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2410949.250000 Penalty: 3202.476074
	Iteration 37Q: 3 clusters Score -2410949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2410949.000000 Penalty: 3202.476074
	Iteration 38Q: 3 clusters Score -2410949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2410946.500000 Penalty: 3202.476074
	Iteration 39Q: 3 clusters Score -2410946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2410949.000000 Penalty: 3202.476074
	Iteration 40F: 3 clusters Score -2410949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2410946.750000 Penalty: 3202.476074
	Iteration 41Q: 3 clusters Score -2410947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2410951.750000 Penalty: 3202.476074
	Iteration 42Q: 3 clusters Score -2410952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2410951.000000 Penalty: 3202.476074
	Iteration 43Q: 3 clusters Score -2410951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2410954.250000 Penalty: 3202.476074
	Iteration 44Q: 3 clusters Score -2410954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2410956.000000 Penalty: 3202.476074
	Iteration 45Q: 3 clusters Score -2410956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2410956.000000 Penalty: 3202.476074
	Iteration 46Q: 3 clusters Score -2410956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2410956.000000 Penalty: 3202.476074
	Iteration 47F: 3 clusters Score -2410956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -22393.802734 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -22393.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21743.580078 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -21743.58 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22124.824219 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -22124.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22463.035156 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -22463.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22657.781250 Penalty: 1860.165161
	Iteration 3F: 3 clusters Score -22657.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22718.355469 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -22718.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22798.957031 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -22798.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22892.447266 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -22892.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22924.955078 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -22924.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22943.628906 Penalty: 1860.165161
	Iteration 8Q: 3 clusters Score -22943.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22957.623047 Penalty: 1860.165161
	Iteration 9Q: 3 clusters Score -22957.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22963.273438 Penalty: 1860.165161
	Iteration 10Q: 3 clusters Score -22963.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22966.373047 Penalty: 1860.165161
	Iteration 11Q: 3 clusters Score -22966.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22967.724609 Penalty: 1860.165161
	Iteration 12F: 3 clusters Score -22967.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23009.035156 Penalty: 1860.165161
	Iteration 13Q: 3 clusters Score -23009.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23010.160156 Penalty: 1860.165161
	Iteration 14Q: 3 clusters Score -23010.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23010.160156 Penalty: 1860.165161
	Iteration 15F: 3 clusters Score -23010.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 9862 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 3350 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 16659 members 
Mstep: Class 7 contains 19771 members 
Mstep: Class 8 contains 86031 members 
Mstep: Class 9 contains 49483 members 
Mstep: Class 10 contains 33639 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 29067 members 
Mstep: Class 13 contains 19030 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 76927 members 
Mstep: Class 16 contains 27976 members 
Mstep: Class 17 contains 8388 members 
Mstep: Class 18 contains 4851 members 
Mstep: Class 19 contains 130713 members 
Mstep: Class 20 contains 12195 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 6139 members 
Mstep: Class 24 contains 10901 members 
Mstep: Class 25 contains 131681 members 
Mstep: Class 26 contains 5030 members 
Mstep: Class 27 contains 7305 members 
Mstep: Class 28 contains 8115 members 
Mstep: Class 29 contains 85679 members 
Mstep: Class 30 contains 3309 members 
Mstep: Class 31 contains 117 members 
Entering Unmasked Estep 
Score: -108930848.000000 Penalty: 68979.507812
Splitting cluster 14 changes total score from -108931480.000000 to -108930848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (76927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76927 members 
Entering Unmasked Estep 
Score: -9900068.000000 Penalty: 1828.224487
	Iteration 0F: 2 clusters Score -9900068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -9849298.000000 Penalty: 3656.448975
	Iteration 0F: 3 clusters Score -9849298 nChanged 36763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -9870329.000000 Penalty: 3656.448975
	Iteration 1F: 3 clusters Score -9870329 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -9870764.000000 Penalty: 3656.448975
	Iteration 2Q: 3 clusters Score -9870764 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -9871233.000000 Penalty: 3656.448975
	Iteration 3Q: 3 clusters Score -9871233 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -9871715.000000 Penalty: 3656.448975
	Iteration 4Q: 3 clusters Score -9871715 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -9872213.000000 Penalty: 3656.448975
	Iteration 5Q: 3 clusters Score -9872213 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -9872851.000000 Penalty: 3656.448975
	Iteration 6Q: 3 clusters Score -9872851 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -9873702.000000 Penalty: 3656.448975
	Iteration 7Q: 3 clusters Score -9873702 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -9874978.000000 Penalty: 3656.448975
	Iteration 8Q: 3 clusters Score -9874978 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -9876904.000000 Penalty: 3656.448975
	Iteration 9Q: 3 clusters Score -9876904 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -9879569.000000 Penalty: 3656.448975
	Iteration 10F: 3 clusters Score -9879569 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -9883017.000000 Penalty: 3656.448975
	Iteration 11F: 3 clusters Score -9883017 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -9886602.000000 Penalty: 3656.448975
	Iteration 12F: 3 clusters Score -9886602 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -9889549.000000 Penalty: 3656.448975
	Iteration 13Q: 3 clusters Score -9889549 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -9891489.000000 Penalty: 3656.448975
	Iteration 14Q: 3 clusters Score -9891489 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -9892550.000000 Penalty: 3656.448975
	Iteration 15Q: 3 clusters Score -9892550 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -9893366.000000 Penalty: 3656.448975
	Iteration 16Q: 3 clusters Score -9893366 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 64159 members 
Entering Unmasked Estep 
Score: -9893913.000000 Penalty: 3656.448975
	Iteration 17Q: 3 clusters Score -9893913 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -9894432.000000 Penalty: 3656.448975
	Iteration 18Q: 3 clusters Score -9894432 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -9894806.000000 Penalty: 3656.448975
	Iteration 19Q: 3 clusters Score -9894806 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -9895216.000000 Penalty: 3656.448975
	Iteration 20F: 3 clusters Score -9895216 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -9895583.000000 Penalty: 3656.448975
	Iteration 21Q: 3 clusters Score -9895583 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -9895928.000000 Penalty: 3656.448975
	Iteration 22Q: 3 clusters Score -9895928 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 69918 members 
Entering Unmasked Estep 
Score: -9896167.000000 Penalty: 3656.448975
	Iteration 23Q: 3 clusters Score -9896167 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -9896424.000000 Penalty: 3656.448975
	Iteration 24Q: 3 clusters Score -9896424 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -9896641.000000 Penalty: 3656.448975
	Iteration 25Q: 3 clusters Score -9896641 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -9896865.000000 Penalty: 3656.448975
	Iteration 26Q: 3 clusters Score -9896865 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 72870 members 
Entering Unmasked Estep 
Score: -9897102.000000 Penalty: 3656.448975
	Iteration 27Q: 3 clusters Score -9897102 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 73464 members 
Entering Unmasked Estep 
Score: -9897359.000000 Penalty: 3656.448975
	Iteration 28Q: 3 clusters Score -9897359 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -9897554.000000 Penalty: 3656.448975
	Iteration 29Q: 3 clusters Score -9897554 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -9897712.000000 Penalty: 3656.448975
	Iteration 30Q: 3 clusters Score -9897712 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 74894 members 
Entering Unmasked Estep 
Score: -9897836.000000 Penalty: 3656.448975
	Iteration 31Q: 3 clusters Score -9897836 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 75205 members 
Entering Unmasked Estep 
Score: -9897941.000000 Penalty: 3656.448975
	Iteration 32Q: 3 clusters Score -9897941 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 75453 members 
Entering Unmasked Estep 
Score: -9898057.000000 Penalty: 3656.448975
	Iteration 33Q: 3 clusters Score -9898057 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 75663 members 
Entering Unmasked Estep 
Score: -9898113.000000 Penalty: 3656.448975
	Iteration 34Q: 3 clusters Score -9898113 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -9898186.000000 Penalty: 3656.448975
	Iteration 35Q: 3 clusters Score -9898186 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -9898257.000000 Penalty: 3656.448975
	Iteration 36Q: 3 clusters Score -9898257 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -9898333.000000 Penalty: 3656.448975
	Iteration 37Q: 3 clusters Score -9898333 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 76180 members 
Entering Unmasked Estep 
Score: -9898379.000000 Penalty: 3656.448975
	Iteration 38Q: 3 clusters Score -9898379 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 76254 members 
Entering Unmasked Estep 
Score: -9898416.000000 Penalty: 3656.448975
	Iteration 39Q: 3 clusters Score -9898416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 76310 members 
Entering Unmasked Estep 
Score: -9898427.000000 Penalty: 3656.448975
	Iteration 40F: 3 clusters Score -9898427 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 76352 members 
Entering Unmasked Estep 
Score: -9898457.000000 Penalty: 3656.448975
	Iteration 41Q: 3 clusters Score -9898457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -9898470.000000 Penalty: 3656.448975
	Iteration 42Q: 3 clusters Score -9898470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -9898477.000000 Penalty: 3656.448975
	Iteration 43Q: 3 clusters Score -9898477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -9898493.000000 Penalty: 3656.448975
	Iteration 44Q: 3 clusters Score -9898493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 76431 members 
Entering Unmasked Estep 
Score: -9898490.000000 Penalty: 3656.448975
	Iteration 45Q: 3 clusters Score -9898490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
Score: -9898494.000000 Penalty: 3656.448975
	Iteration 46Q: 3 clusters Score -9898494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
Score: -9898495.000000 Penalty: 3656.448975
	Iteration 47Q: 3 clusters Score -9898495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 76444 members 
Entering Unmasked Estep 
Score: -9898501.000000 Penalty: 3656.448975
	Iteration 48Q: 3 clusters Score -9898501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 76450 members 
Entering Unmasked Estep 
Score: -9898506.000000 Penalty: 3656.448975
	Iteration 49Q: 3 clusters Score -9898506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -9898508.000000 Penalty: 3656.448975
	Iteration 50Q: 3 clusters Score -9898508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 76465 members 
Entering Unmasked Estep 
Score: -9898517.000000 Penalty: 3656.448975
	Iteration 51Q: 3 clusters Score -9898517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -9898509.000000 Penalty: 3656.448975
	Iteration 52Q: 3 clusters Score -9898509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 76472 members 
Entering Unmasked Estep 
Score: -9898512.000000 Penalty: 3656.448975
	Iteration 53Q: 3 clusters Score -9898512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -9898508.000000 Penalty: 3656.448975
	Iteration 54Q: 3 clusters Score -9898508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 76477 members 
Entering Unmasked Estep 
Score: -9898514.000000 Penalty: 3656.448975
	Iteration 55Q: 3 clusters Score -9898514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 76482 members 
Entering Unmasked Estep 
Score: -9898512.000000 Penalty: 3656.448975
	Iteration 56Q: 3 clusters Score -9898512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -9898511.000000 Penalty: 3656.448975
	Iteration 57Q: 3 clusters Score -9898511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 76496 members 
Entering Unmasked Estep 
Score: -9898517.000000 Penalty: 3656.448975
	Iteration 58Q: 3 clusters Score -9898517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -9898524.000000 Penalty: 3656.448975
	Iteration 59Q: 3 clusters Score -9898524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -9898531.000000 Penalty: 3656.448975
	Iteration 60F: 3 clusters Score -9898531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 76504 members 
Entering Unmasked Estep 
Score: -9898532.000000 Penalty: 3656.448975
	Iteration 61Q: 3 clusters Score -9898532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -9898536.000000 Penalty: 3656.448975
	Iteration 62Q: 3 clusters Score -9898536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -9898540.000000 Penalty: 3656.448975
	Iteration 63Q: 3 clusters Score -9898540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -9898541.000000 Penalty: 3656.448975
	Iteration 64Q: 3 clusters Score -9898541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -9898549.000000 Penalty: 3656.448975
	Iteration 65Q: 3 clusters Score -9898549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 76529 members 
Entering Unmasked Estep 
Score: -9898563.000000 Penalty: 3656.448975
	Iteration 66Q: 3 clusters Score -9898563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 76534 members 
Entering Unmasked Estep 
Score: -9898570.000000 Penalty: 3656.448975
	Iteration 67Q: 3 clusters Score -9898570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 76537 members 
Entering Unmasked Estep 
Score: -9898567.000000 Penalty: 3656.448975
	Iteration 68Q: 3 clusters Score -9898567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -9898566.000000 Penalty: 3656.448975
	Iteration 69Q: 3 clusters Score -9898566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -9898568.000000 Penalty: 3656.448975
	Iteration 70Q: 3 clusters Score -9898568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 76541 members 
Entering Unmasked Estep 
Score: -9898567.000000 Penalty: 3656.448975
	Iteration 71Q: 3 clusters Score -9898567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 76541 members 
Entering Unmasked Estep 
Score: -9898567.000000 Penalty: 3656.448975
	Iteration 72F: 3 clusters Score -9898567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Entering Unmasked Estep 
Score: -3568366.250000 Penalty: 1663.854126
	Iteration 0F: 2 clusters Score -3568366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3549420.250000 Penalty: 3327.708252
	Iteration 0F: 3 clusters Score -3549420 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3556540.500000 Penalty: 3327.708252
	Iteration 1F: 3 clusters Score -3556540 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3556966.250000 Penalty: 3327.708252
	Iteration 2Q: 3 clusters Score -3556966 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3557430.750000 Penalty: 3327.708252
	Iteration 3Q: 3 clusters Score -3557431 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3557984.000000 Penalty: 3327.708252
	Iteration 4Q: 3 clusters Score -3557984 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3558716.750000 Penalty: 3327.708252
	Iteration 5F: 3 clusters Score -3558717 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3559626.500000 Penalty: 3327.708252
	Iteration 6F: 3 clusters Score -3559626 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3560584.750000 Penalty: 3327.708252
	Iteration 7F: 3 clusters Score -3560585 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -3561615.500000 Penalty: 3327.708252
	Iteration 8F: 3 clusters Score -3561616 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -3562729.500000 Penalty: 3327.708252
	Iteration 9F: 3 clusters Score -3562730 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3563689.500000 Penalty: 3327.708252
	Iteration 10Q: 3 clusters Score -3563690 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3564484.500000 Penalty: 3327.708252
	Iteration 11Q: 3 clusters Score -3564484 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3565125.000000 Penalty: 3327.708252
	Iteration 12Q: 3 clusters Score -3565125 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3565641.000000 Penalty: 3327.708252
	Iteration 13Q: 3 clusters Score -3565641 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3566073.500000 Penalty: 3327.708252
	Iteration 14Q: 3 clusters Score -3566074 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3566341.750000 Penalty: 3327.708252
	Iteration 15Q: 3 clusters Score -3566342 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3566534.500000 Penalty: 3327.708252
	Iteration 16Q: 3 clusters Score -3566534 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3566668.500000 Penalty: 3327.708252
	Iteration 17Q: 3 clusters Score -3566668 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3566806.250000 Penalty: 3327.708252
	Iteration 18Q: 3 clusters Score -3566806 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3566890.500000 Penalty: 3327.708252
	Iteration 19Q: 3 clusters Score -3566890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3566945.750000 Penalty: 3327.708252
	Iteration 20F: 3 clusters Score -3566946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3566978.000000 Penalty: 3327.708252
	Iteration 21Q: 3 clusters Score -3566978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3566998.000000 Penalty: 3327.708252
	Iteration 22Q: 3 clusters Score -3566998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3567012.250000 Penalty: 3327.708252
	Iteration 23Q: 3 clusters Score -3567012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3567029.250000 Penalty: 3327.708252
	Iteration 24Q: 3 clusters Score -3567029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3567043.250000 Penalty: 3327.708252
	Iteration 25Q: 3 clusters Score -3567043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3567049.750000 Penalty: 3327.708252
	Iteration 26Q: 3 clusters Score -3567050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3567049.500000 Penalty: 3327.708252
	Iteration 27Q: 3 clusters Score -3567050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3567051.500000 Penalty: 3327.708252
	Iteration 28Q: 3 clusters Score -3567052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3567051.500000 Penalty: 3327.708252
	Iteration 29F: 3 clusters Score -3567052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Entering Unmasked Estep 
Score: -1046671.000000 Penalty: 1468.115601
	Iteration 0F: 2 clusters Score -1046671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1040556.500000 Penalty: 2936.231201
	Iteration 0F: 3 clusters Score -1040556 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1042626.187500 Penalty: 2936.231201
	Iteration 1F: 3 clusters Score -1042626 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1043097.625000 Penalty: 2936.231201
	Iteration 2F: 3 clusters Score -1043098 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1043698.000000 Penalty: 2936.231201
	Iteration 3F: 3 clusters Score -1043698 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1044445.750000 Penalty: 2936.231201
	Iteration 4F: 3 clusters Score -1044446 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1045056.875000 Penalty: 2936.231201
	Iteration 5F: 3 clusters Score -1045057 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1045394.750000 Penalty: 2936.231201
	Iteration 6F: 3 clusters Score -1045395 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1045575.437500 Penalty: 2936.231201
	Iteration 7Q: 3 clusters Score -1045575 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1045665.250000 Penalty: 2936.231201
	Iteration 8Q: 3 clusters Score -1045665 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1045717.312500 Penalty: 2936.231201
	Iteration 9Q: 3 clusters Score -1045717 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1045747.187500 Penalty: 2936.231201
	Iteration 10Q: 3 clusters Score -1045747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1045758.437500 Penalty: 2936.231201
	Iteration 11Q: 3 clusters Score -1045758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1045769.187500 Penalty: 2936.231201
	Iteration 12Q: 3 clusters Score -1045769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1045776.375000 Penalty: 2936.231201
	Iteration 13Q: 3 clusters Score -1045776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1045782.937500 Penalty: 2936.231201
	Iteration 14Q: 3 clusters Score -1045783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1045789.312500 Penalty: 2936.231201
	Iteration 15Q: 3 clusters Score -1045789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1045793.125000 Penalty: 2936.231201
	Iteration 16Q: 3 clusters Score -1045793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1045796.812500 Penalty: 2936.231201
	Iteration 17Q: 3 clusters Score -1045797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1045800.437500 Penalty: 2936.231201
	Iteration 18Q: 3 clusters Score -1045800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1045803.187500 Penalty: 2936.231201
	Iteration 19Q: 3 clusters Score -1045803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1045804.875000 Penalty: 2936.231201
	Iteration 20F: 3 clusters Score -1045805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1045807.937500 Penalty: 2936.231201
	Iteration 21Q: 3 clusters Score -1045808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1045808.125000 Penalty: 2936.231201
	Iteration 22Q: 3 clusters Score -1045808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1045808.937500 Penalty: 2936.231201
	Iteration 23Q: 3 clusters Score -1045809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1045810.875000 Penalty: 2936.231201
	Iteration 24Q: 3 clusters Score -1045811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1045812.312500 Penalty: 2936.231201
	Iteration 25Q: 3 clusters Score -1045812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1045815.375000 Penalty: 2936.231201
	Iteration 26Q: 3 clusters Score -1045815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1045814.437500 Penalty: 2936.231201
	Iteration 27Q: 3 clusters Score -1045814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1045815.500000 Penalty: 2936.231201
	Iteration 28Q: 3 clusters Score -1045816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1045815.875000 Penalty: 2936.231201
	Iteration 29Q: 3 clusters Score -1045816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1045816.625000 Penalty: 2936.231201
	Iteration 30Q: 3 clusters Score -1045817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1045816.625000 Penalty: 2936.231201
	Iteration 31F: 3 clusters Score -1045817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Entering Unmasked Estep 
Score: -610141.000000 Penalty: 1379.127808
	Iteration 0F: 2 clusters Score -610141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -606252.062500 Penalty: 2758.255615
	Iteration 0F: 3 clusters Score -606252.1 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -607353.312500 Penalty: 2758.255615
	Iteration 1F: 3 clusters Score -607353.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -607483.500000 Penalty: 2758.255615
	Iteration 2F: 3 clusters Score -607483.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -607559.750000 Penalty: 2758.255615
	Iteration 3Q: 3 clusters Score -607559.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -607620.250000 Penalty: 2758.255615
	Iteration 4Q: 3 clusters Score -607620.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -607671.125000 Penalty: 2758.255615
	Iteration 5Q: 3 clusters Score -607671.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -607707.375000 Penalty: 2758.255615
	Iteration 6Q: 3 clusters Score -607707.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -607749.625000 Penalty: 2758.255615
	Iteration 7Q: 3 clusters Score -607749.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -607794.625000 Penalty: 2758.255615
	Iteration 8Q: 3 clusters Score -607794.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -607846.000000 Penalty: 2758.255615
	Iteration 9Q: 3 clusters Score -607846 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -607927.437500 Penalty: 2758.255615
	Iteration 10Q: 3 clusters Score -607927.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -608050.375000 Penalty: 2758.255615
	Iteration 11Q: 3 clusters Score -608050.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -608230.312500 Penalty: 2758.255615
	Iteration 12Q: 3 clusters Score -608230.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -608413.562500 Penalty: 2758.255615
	Iteration 13F: 3 clusters Score -608413.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -608598.125000 Penalty: 2758.255615
	Iteration 14Q: 3 clusters Score -608598.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -608783.250000 Penalty: 2758.255615
	Iteration 15Q: 3 clusters Score -608783.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -608929.500000 Penalty: 2758.255615
	Iteration 16Q: 3 clusters Score -608929.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -609042.937500 Penalty: 2758.255615
	Iteration 17Q: 3 clusters Score -609042.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -609126.562500 Penalty: 2758.255615
	Iteration 18Q: 3 clusters Score -609126.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -609190.000000 Penalty: 2758.255615
	Iteration 19Q: 3 clusters Score -609190 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -609232.375000 Penalty: 2758.255615
	Iteration 20F: 3 clusters Score -609232.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -609261.187500 Penalty: 2758.255615
	Iteration 21Q: 3 clusters Score -609261.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -609280.312500 Penalty: 2758.255615
	Iteration 22Q: 3 clusters Score -609280.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -609292.125000 Penalty: 2758.255615
	Iteration 23Q: 3 clusters Score -609292.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -609297.937500 Penalty: 2758.255615
	Iteration 24Q: 3 clusters Score -609297.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -609300.937500 Penalty: 2758.255615
	Iteration 25Q: 3 clusters Score -609300.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -609305.312500 Penalty: 2758.255615
	Iteration 26Q: 3 clusters Score -609305.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -609306.687500 Penalty: 2758.255615
	Iteration 27Q: 3 clusters Score -609306.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -609306.937500 Penalty: 2758.255615
	Iteration 28Q: 3 clusters Score -609306.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -609307.437500 Penalty: 2758.255615
	Iteration 29Q: 3 clusters Score -609307.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -609308.437500 Penalty: 2758.255615
	Iteration 30Q: 3 clusters Score -609308.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -609310.125000 Penalty: 2758.255615
	Iteration 31Q: 3 clusters Score -609310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -609312.437500 Penalty: 2758.255615
	Iteration 32Q: 3 clusters Score -609312.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -609313.500000 Penalty: 2758.255615
	Iteration 33Q: 3 clusters Score -609313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -609313.187500 Penalty: 2758.255615
	Iteration 34Q: 3 clusters Score -609313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -609312.750000 Penalty: 2758.255615
	Iteration 35Q: 3 clusters Score -609312.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -609312.750000 Penalty: 2758.255615
	Iteration 36F: 3 clusters Score -609312.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (130713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130713 members 
Entering Unmasked Estep 
Score: -16613974.000000 Penalty: 1914.373413
	Iteration 0F: 2 clusters Score -1.661397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65268 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -16533427.000000 Penalty: 3828.746826
	Iteration 0F: 3 clusters Score -1.653343e+07 nChanged 62989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 67484 members 
Entering Unmasked Estep 
Score: -16571300.000000 Penalty: 3828.746826
	Iteration 1F: 3 clusters Score -1.65713e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 67837 members 
Entering Unmasked Estep 
Score: -16573083.000000 Penalty: 3828.746826
	Iteration 2Q: 3 clusters Score -1.657308e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 68144 members 
Entering Unmasked Estep 
Score: -16575886.000000 Penalty: 3828.746826
	Iteration 3Q: 3 clusters Score -1.657589e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -16579894.000000 Penalty: 3828.746826
	Iteration 4F: 3 clusters Score -1.657989e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -16585666.000000 Penalty: 3828.746826
	Iteration 5F: 3 clusters Score -1.658567e+07 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -16592079.000000 Penalty: 3828.746826
	Iteration 6F: 3 clusters Score -1.659208e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
Score: -16596854.000000 Penalty: 3828.746826
	Iteration 7F: 3 clusters Score -1.659685e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -16598888.000000 Penalty: 3828.746826
	Iteration 8Q: 3 clusters Score -1.659889e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -16599604.000000 Penalty: 3828.746826
	Iteration 9Q: 3 clusters Score -1.65996e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -16599893.000000 Penalty: 3828.746826
	Iteration 10Q: 3 clusters Score -1.659989e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 63476 members 
Entering Unmasked Estep 
Score: -16600099.000000 Penalty: 3828.746826
	Iteration 11Q: 3 clusters Score -1.66001e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -16600211.000000 Penalty: 3828.746826
	Iteration 12Q: 3 clusters Score -1.660021e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -16600419.000000 Penalty: 3828.746826
	Iteration 13Q: 3 clusters Score -1.660042e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -16600713.000000 Penalty: 3828.746826
	Iteration 14Q: 3 clusters Score -1.660071e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70498 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -16600961.000000 Penalty: 3828.746826
	Iteration 15Q: 3 clusters Score -1.660096e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71340 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -16601248.000000 Penalty: 3828.746826
	Iteration 16Q: 3 clusters Score -1.660125e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72208 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -16601411.000000 Penalty: 3828.746826
	Iteration 17Q: 3 clusters Score -1.660141e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -16601677.000000 Penalty: 3828.746826
	Iteration 18Q: 3 clusters Score -1.660168e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 56832 members 
Entering Unmasked Estep 
Score: -16601915.000000 Penalty: 3828.746826
	Iteration 19Q: 3 clusters Score -1.660192e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -16602102.000000 Penalty: 3828.746826
	Iteration 20F: 3 clusters Score -1.66021e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75630 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -16602265.000000 Penalty: 3828.746826
	Iteration 21Q: 3 clusters Score -1.660226e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76549 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -16602517.000000 Penalty: 3828.746826
	Iteration 22Q: 3 clusters Score -1.660252e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -16602809.000000 Penalty: 3828.746826
	Iteration 23Q: 3 clusters Score -1.660281e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -16603081.000000 Penalty: 3828.746826
	Iteration 24Q: 3 clusters Score -1.660308e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79323 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -16603329.000000 Penalty: 3828.746826
	Iteration 25Q: 3 clusters Score -1.660333e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80357 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -16603583.000000 Penalty: 3828.746826
	Iteration 26Q: 3 clusters Score -1.660358e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81477 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -16603892.000000 Penalty: 3828.746826
	Iteration 27Q: 3 clusters Score -1.660389e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82639 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -16604165.000000 Penalty: 3828.746826
	Iteration 28Q: 3 clusters Score -1.660416e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83809 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -16604393.000000 Penalty: 3828.746826
	Iteration 29Q: 3 clusters Score -1.660439e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84999 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -16604774.000000 Penalty: 3828.746826
	Iteration 30Q: 3 clusters Score -1.660477e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86232 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -16605176.000000 Penalty: 3828.746826
	Iteration 31Q: 3 clusters Score -1.660518e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87434 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -16605509.000000 Penalty: 3828.746826
	Iteration 32Q: 3 clusters Score -1.660551e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88649 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -16605835.000000 Penalty: 3828.746826
	Iteration 33Q: 3 clusters Score -1.660584e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89847 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -16606149.000000 Penalty: 3828.746826
	Iteration 34Q: 3 clusters Score -1.660615e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -16606528.000000 Penalty: 3828.746826
	Iteration 35Q: 3 clusters Score -1.660653e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92402 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -16606974.000000 Penalty: 3828.746826
	Iteration 36Q: 3 clusters Score -1.660697e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93789 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -16607413.000000 Penalty: 3828.746826
	Iteration 37Q: 3 clusters Score -1.660741e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95177 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -16607814.000000 Penalty: 3828.746826
	Iteration 38Q: 3 clusters Score -1.660781e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96607 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -16608326.000000 Penalty: 3828.746826
	Iteration 39Q: 3 clusters Score -1.660833e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98013 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -16608745.000000 Penalty: 3828.746826
	Iteration 40F: 3 clusters Score -1.660874e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99424 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -16609163.000000 Penalty: 3828.746826
	Iteration 41Q: 3 clusters Score -1.660916e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100833 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -16609669.000000 Penalty: 3828.746826
	Iteration 42Q: 3 clusters Score -1.660967e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102213 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -16610116.000000 Penalty: 3828.746826
	Iteration 43Q: 3 clusters Score -1.661012e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -16610605.000000 Penalty: 3828.746826
	Iteration 44Q: 3 clusters Score -1.66106e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104934 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -16610960.000000 Penalty: 3828.746826
	Iteration 45Q: 3 clusters Score -1.661096e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106289 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -16611353.000000 Penalty: 3828.746826
	Iteration 46Q: 3 clusters Score -1.661135e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107546 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -16611744.000000 Penalty: 3828.746826
	Iteration 47Q: 3 clusters Score -1.661174e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108781 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -16612222.000000 Penalty: 3828.746826
	Iteration 48Q: 3 clusters Score -1.661222e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109959 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -16612762.000000 Penalty: 3828.746826
	Iteration 49Q: 3 clusters Score -1.661276e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111148 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -16613512.000000 Penalty: 3828.746826
	Iteration 50Q: 3 clusters Score -1.661351e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112486 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -16614121.000000 Penalty: 3828.746826
	Iteration 51Q: 3 clusters Score -1.661412e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113793 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -16614642.000000 Penalty: 3828.746826
	Iteration 52Q: 3 clusters Score -1.661464e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115107 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -16615171.000000 Penalty: 3828.746826
	Iteration 53Q: 3 clusters Score -1.661517e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116432 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -16615338.000000 Penalty: 3828.746826
	Iteration 54Q: 3 clusters Score -1.661534e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117682 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -16615426.000000 Penalty: 3828.746826
	Iteration 55Q: 3 clusters Score -1.661543e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118837 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -16615443.000000 Penalty: 3828.746826
	Iteration 56Q: 3 clusters Score -1.661544e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119934 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -16615395.000000 Penalty: 3828.746826
	Iteration 57Q: 3 clusters Score -1.66154e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120951 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -16615320.000000 Penalty: 3828.746826
	Iteration 58Q: 3 clusters Score -1.661532e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121874 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -16615196.000000 Penalty: 3828.746826
	Iteration 59Q: 3 clusters Score -1.66152e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122678 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -16615090.000000 Penalty: 3828.746826
	Iteration 60F: 3 clusters Score -1.661509e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123394 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -16614939.000000 Penalty: 3828.746826
	Iteration 61Q: 3 clusters Score -1.661494e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124040 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -16614814.000000 Penalty: 3828.746826
	Iteration 62Q: 3 clusters Score -1.661481e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124665 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -16614648.000000 Penalty: 3828.746826
	Iteration 63Q: 3 clusters Score -1.661465e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125287 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -16614502.000000 Penalty: 3828.746826
	Iteration 64Q: 3 clusters Score -1.66145e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125847 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -16614404.000000 Penalty: 3828.746826
	Iteration 65Q: 3 clusters Score -1.66144e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126362 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -16614274.000000 Penalty: 3828.746826
	Iteration 66Q: 3 clusters Score -1.661427e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126891 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -16614222.000000 Penalty: 3828.746826
	Iteration 67Q: 3 clusters Score -1.661422e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127373 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -16614187.000000 Penalty: 3828.746826
	Iteration 68Q: 3 clusters Score -1.661419e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127801 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -16614088.000000 Penalty: 3828.746826
	Iteration 69Q: 3 clusters Score -1.661409e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128178 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -16614074.000000 Penalty: 3828.746826
	Iteration 70Q: 3 clusters Score -1.661407e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128478 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -16614030.000000 Penalty: 3828.746826
	Iteration 71Q: 3 clusters Score -1.661403e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128695 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -16613998.000000 Penalty: 3828.746826
	Iteration 72Q: 3 clusters Score -1.6614e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128878 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -16614027.000000 Penalty: 3828.746826
	Iteration 73Q: 3 clusters Score -1.661403e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129015 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -16613969.000000 Penalty: 3828.746826
	Iteration 74Q: 3 clusters Score -1.661397e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129129 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -16613954.000000 Penalty: 3828.746826
	Iteration 75Q: 3 clusters Score -1.661395e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129218 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -16613944.000000 Penalty: 3828.746826
	Iteration 76Q: 3 clusters Score -1.661394e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129275 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -16613928.000000 Penalty: 3828.746826
	Iteration 77Q: 3 clusters Score -1.661393e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129341 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -16613938.000000 Penalty: 3828.746826
	Iteration 78Q: 3 clusters Score -1.661394e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129390 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -16613960.000000 Penalty: 3828.746826
	Iteration 79Q: 3 clusters Score -1.661396e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129427 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -16613984.000000 Penalty: 3828.746826
	Iteration 80F: 3 clusters Score -1.661398e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129448 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -16614013.000000 Penalty: 3828.746826
	Iteration 81Q: 3 clusters Score -1.661401e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129474 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -16614080.000000 Penalty: 3828.746826
	Iteration 82Q: 3 clusters Score -1.661408e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129477 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -16614117.000000 Penalty: 3828.746826
	Iteration 83Q: 3 clusters Score -1.661412e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129483 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -16614164.000000 Penalty: 3828.746826
	Iteration 84Q: 3 clusters Score -1.661416e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129498 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -16614159.000000 Penalty: 3828.746826
	Iteration 85Q: 3 clusters Score -1.661416e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129504 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -16614188.000000 Penalty: 3828.746826
	Iteration 86Q: 3 clusters Score -1.661419e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129509 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -16614192.000000 Penalty: 3828.746826
	Iteration 87Q: 3 clusters Score -1.661419e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129501 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -16614199.000000 Penalty: 3828.746826
	Iteration 88Q: 3 clusters Score -1.66142e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129489 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -16614214.000000 Penalty: 3828.746826
	Iteration 89Q: 3 clusters Score -1.661421e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129470 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -16614235.000000 Penalty: 3828.746826
	Iteration 90Q: 3 clusters Score -1.661424e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129460 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -16614261.000000 Penalty: 3828.746826
	Iteration 91Q: 3 clusters Score -1.661426e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129446 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16614284.000000 Penalty: 3828.746826
	Iteration 92Q: 3 clusters Score -1.661428e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129435 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -16614308.000000 Penalty: 3828.746826
	Iteration 93Q: 3 clusters Score -1.661431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129429 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -16614301.000000 Penalty: 3828.746826
	Iteration 94Q: 3 clusters Score -1.66143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129421 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -16614316.000000 Penalty: 3828.746826
	Iteration 95Q: 3 clusters Score -1.661432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129418 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -16614332.000000 Penalty: 3828.746826
	Iteration 96Q: 3 clusters Score -1.661433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129415 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -16614337.000000 Penalty: 3828.746826
	Iteration 97Q: 3 clusters Score -1.661434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129411 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -16614336.000000 Penalty: 3828.746826
	Iteration 98Q: 3 clusters Score -1.661434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129410 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -16614334.000000 Penalty: 3828.746826
	Iteration 99Q: 3 clusters Score -1.661433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129409 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -16614343.000000 Penalty: 3828.746826
	Iteration 100F: 3 clusters Score -1.661434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129403 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -16614346.000000 Penalty: 3828.746826
	Iteration 101Q: 3 clusters Score -1.661435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129395 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -16614349.000000 Penalty: 3828.746826
	Iteration 102Q: 3 clusters Score -1.661435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129392 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -16614358.000000 Penalty: 3828.746826
	Iteration 103Q: 3 clusters Score -1.661436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129386 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -16614360.000000 Penalty: 3828.746826
	Iteration 104Q: 3 clusters Score -1.661436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129379 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -16614367.000000 Penalty: 3828.746826
	Iteration 105Q: 3 clusters Score -1.661437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129375 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -16614374.000000 Penalty: 3828.746826
	Iteration 106Q: 3 clusters Score -1.661437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129374 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -16614385.000000 Penalty: 3828.746826
	Iteration 107Q: 3 clusters Score -1.661438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129370 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -16614378.000000 Penalty: 3828.746826
	Iteration 108Q: 3 clusters Score -1.661438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129369 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -16614396.000000 Penalty: 3828.746826
	Iteration 109Q: 3 clusters Score -1.66144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129370 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -16614396.000000 Penalty: 3828.746826
	Iteration 110Q: 3 clusters Score -1.66144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129366 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -16614388.000000 Penalty: 3828.746826
	Iteration 111Q: 3 clusters Score -1.661439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129364 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -16614392.000000 Penalty: 3828.746826
	Iteration 112Q: 3 clusters Score -1.661439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129362 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -16614394.000000 Penalty: 3828.746826
	Iteration 113Q: 3 clusters Score -1.661439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129362 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -16614394.000000 Penalty: 3828.746826
	Iteration 114F: 3 clusters Score -1.661439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 9862 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 3350 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 16659 members 
Mstep: Class 7 contains 19771 members 
Mstep: Class 8 contains 86031 members 
Mstep: Class 9 contains 49483 members 
Mstep: Class 10 contains 33639 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 29067 members 
Mstep: Class 13 contains 19030 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 76927 members 
Mstep: Class 16 contains 27976 members 
Mstep: Class 17 contains 8388 members 
Mstep: Class 18 contains 4851 members 
Mstep: Class 19 contains 129362 members 
Mstep: Class 20 contains 12195 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 6139 members 
Mstep: Class 24 contains 10901 members 
Mstep: Class 25 contains 131681 members 
Mstep: Class 26 contains 5030 members 
Mstep: Class 27 contains 7305 members 
Mstep: Class 28 contains 8115 members 
Mstep: Class 29 contains 85679 members 
Mstep: Class 30 contains 3309 members 
Mstep: Class 31 contains 1351 members 
Entering Unmasked Estep 
Score: -108931400.000000 Penalty: 68979.507812
Splitting cluster 19 changes total score from -108931480.000000 to -108931400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (12195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Entering Unmasked Estep 
Score: -1516781.125000 Penalty: 1528.926880
	Iteration 0F: 2 clusters Score -1516781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1508321.375000 Penalty: 3057.853760
	Iteration 0F: 3 clusters Score -1508321 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1511409.000000 Penalty: 3057.853760
	Iteration 1F: 3 clusters Score -1511409 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1512084.125000 Penalty: 3057.853760
	Iteration 2F: 3 clusters Score -1512084 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1512713.125000 Penalty: 3057.853760
	Iteration 3F: 3 clusters Score -1512713 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1513256.875000 Penalty: 3057.853760
	Iteration 4F: 3 clusters Score -1513257 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1513686.250000 Penalty: 3057.853760
	Iteration 5F: 3 clusters Score -1513686 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1513994.500000 Penalty: 3057.853760
	Iteration 6Q: 3 clusters Score -1513994 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1514223.125000 Penalty: 3057.853760
	Iteration 7Q: 3 clusters Score -1514223 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1514411.125000 Penalty: 3057.853760
	Iteration 8Q: 3 clusters Score -1514411 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1514573.625000 Penalty: 3057.853760
	Iteration 9Q: 3 clusters Score -1514574 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1514697.750000 Penalty: 3057.853760
	Iteration 10Q: 3 clusters Score -1514698 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1514812.000000 Penalty: 3057.853760
	Iteration 11Q: 3 clusters Score -1514812 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1514929.375000 Penalty: 3057.853760
	Iteration 12Q: 3 clusters Score -1514929 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1515063.750000 Penalty: 3057.853760
	Iteration 13Q: 3 clusters Score -1515064 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1515177.625000 Penalty: 3057.853760
	Iteration 14Q: 3 clusters Score -1515178 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1515290.750000 Penalty: 3057.853760
	Iteration 15Q: 3 clusters Score -1515291 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1515396.875000 Penalty: 3057.853760
	Iteration 16Q: 3 clusters Score -1515397 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1515478.250000 Penalty: 3057.853760
	Iteration 17Q: 3 clusters Score -1515478 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1515523.500000 Penalty: 3057.853760
	Iteration 18Q: 3 clusters Score -1515524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1515571.750000 Penalty: 3057.853760
	Iteration 19Q: 3 clusters Score -1515572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1515613.750000 Penalty: 3057.853760
	Iteration 20F: 3 clusters Score -1515614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1515645.250000 Penalty: 3057.853760
	Iteration 21Q: 3 clusters Score -1515645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1515668.125000 Penalty: 3057.853760
	Iteration 22Q: 3 clusters Score -1515668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1515683.125000 Penalty: 3057.853760
	Iteration 23Q: 3 clusters Score -1515683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1515695.375000 Penalty: 3057.853760
	Iteration 24Q: 3 clusters Score -1515695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1515701.000000 Penalty: 3057.853760
	Iteration 25Q: 3 clusters Score -1515701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1515707.875000 Penalty: 3057.853760
	Iteration 26Q: 3 clusters Score -1515708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1515711.125000 Penalty: 3057.853760
	Iteration 27Q: 3 clusters Score -1515711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1515718.000000 Penalty: 3057.853760
	Iteration 28Q: 3 clusters Score -1515718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1515723.750000 Penalty: 3057.853760
	Iteration 29Q: 3 clusters Score -1515724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1515726.500000 Penalty: 3057.853760
	Iteration 30Q: 3 clusters Score -1515726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1515728.625000 Penalty: 3057.853760
	Iteration 31Q: 3 clusters Score -1515729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1515730.000000 Penalty: 3057.853760
	Iteration 32Q: 3 clusters Score -1515730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1515730.000000 Penalty: 3057.853760
	Iteration 33F: 3 clusters Score -1515730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -20675.906250 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -20675.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19960.265625 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -19960.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20032.375000 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -20032.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20061.304688 Penalty: 1717.041138
	Iteration 2F: 3 clusters Score -20061.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20077.689453 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -20077.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20088.126953 Penalty: 1717.041138
	Iteration 4Q: 3 clusters Score -20088.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20097.988281 Penalty: 1717.041138
	Iteration 5Q: 3 clusters Score -20097.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20101.666016 Penalty: 1717.041138
	Iteration 6Q: 3 clusters Score -20101.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20104.935547 Penalty: 1717.041138
	Iteration 7Q: 3 clusters Score -20104.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20104.935547 Penalty: 1717.041138
	Iteration 8F: 3 clusters Score -20104.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -108117.054688 Penalty: 1117.225220
	Iteration 0F: 2 clusters Score -108117.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -106690.960938 Penalty: 2234.450439
	Iteration 0F: 3 clusters Score -106691 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -107005.500000 Penalty: 2234.450439
	Iteration 1F: 3 clusters Score -107005.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107109.718750 Penalty: 2234.450439
	Iteration 2F: 3 clusters Score -107109.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -107207.890625 Penalty: 2234.450439
	Iteration 3F: 3 clusters Score -107207.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -107267.718750 Penalty: 2234.450439
	Iteration 4Q: 3 clusters Score -107267.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -107327.273438 Penalty: 2234.450439
	Iteration 5Q: 3 clusters Score -107327.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -107386.703125 Penalty: 2234.450439
	Iteration 6Q: 3 clusters Score -107386.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -107433.203125 Penalty: 2234.450439
	Iteration 7Q: 3 clusters Score -107433.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -107468.359375 Penalty: 2234.450439
	Iteration 8Q: 3 clusters Score -107468.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -107494.726562 Penalty: 2234.450439
	Iteration 9Q: 3 clusters Score -107494.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -107516.054688 Penalty: 2234.450439
	Iteration 10Q: 3 clusters Score -107516.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -107533.835938 Penalty: 2234.450439
	Iteration 11Q: 3 clusters Score -107533.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -107555.796875 Penalty: 2234.450439
	Iteration 12Q: 3 clusters Score -107555.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -107567.539062 Penalty: 2234.450439
	Iteration 13Q: 3 clusters Score -107567.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -107573.406250 Penalty: 2234.450439
	Iteration 14Q: 3 clusters Score -107573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -107577.148438 Penalty: 2234.450439
	Iteration 15Q: 3 clusters Score -107577.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -107580.421875 Penalty: 2234.450439
	Iteration 16Q: 3 clusters Score -107580.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -107583.281250 Penalty: 2234.450439
	Iteration 17Q: 3 clusters Score -107583.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107586.218750 Penalty: 2234.450439
	Iteration 18Q: 3 clusters Score -107586.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -107586.804688 Penalty: 2234.450439
	Iteration 19Q: 3 clusters Score -107586.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -107586.804688 Penalty: 2234.450439
	Iteration 20F: 3 clusters Score -107586.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Entering Unmasked Estep 
Score: -775848.437500 Penalty: 1417.392700
	Iteration 0F: 2 clusters Score -775848.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -771116.875000 Penalty: 2834.785400
	Iteration 0F: 3 clusters Score -771116.9 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -772531.625000 Penalty: 2834.785400
	Iteration 1F: 3 clusters Score -772531.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -773057.500000 Penalty: 2834.785400
	Iteration 2F: 3 clusters Score -773057.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -773615.500000 Penalty: 2834.785400
	Iteration 3F: 3 clusters Score -773615.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -774107.375000 Penalty: 2834.785400
	Iteration 4F: 3 clusters Score -774107.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -774485.250000 Penalty: 2834.785400
	Iteration 5F: 3 clusters Score -774485.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -774745.000000 Penalty: 2834.785400
	Iteration 6Q: 3 clusters Score -774745 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -774916.187500 Penalty: 2834.785400
	Iteration 7Q: 3 clusters Score -774916.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -775004.562500 Penalty: 2834.785400
	Iteration 8Q: 3 clusters Score -775004.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -775064.062500 Penalty: 2834.785400
	Iteration 9Q: 3 clusters Score -775064.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -775093.875000 Penalty: 2834.785400
	Iteration 10Q: 3 clusters Score -775093.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -775104.562500 Penalty: 2834.785400
	Iteration 11Q: 3 clusters Score -775104.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -775112.250000 Penalty: 2834.785400
	Iteration 12Q: 3 clusters Score -775112.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -775124.750000 Penalty: 2834.785400
	Iteration 13Q: 3 clusters Score -775124.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -775131.125000 Penalty: 2834.785400
	Iteration 14Q: 3 clusters Score -775131.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -775137.437500 Penalty: 2834.785400
	Iteration 15Q: 3 clusters Score -775137.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -775140.375000 Penalty: 2834.785400
	Iteration 16Q: 3 clusters Score -775140.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -775142.250000 Penalty: 2834.785400
	Iteration 17Q: 3 clusters Score -775142.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -775143.500000 Penalty: 2834.785400
	Iteration 18Q: 3 clusters Score -775143.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -775145.062500 Penalty: 2834.785400
	Iteration 19Q: 3 clusters Score -775145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -775145.312500 Penalty: 2834.785400
	Iteration 20F: 3 clusters Score -775145.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -775144.937500 Penalty: 2834.785400
	Iteration 21Q: 3 clusters Score -775144.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -775144.937500 Penalty: 2834.785400
	Iteration 22Q: 3 clusters Score -775144.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -775144.937500 Penalty: 2834.785400
	Iteration 23F: 3 clusters Score -775144.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Entering Unmasked Estep 
Score: -1328442.500000 Penalty: 1510.699097
	Iteration 0F: 2 clusters Score -1328442 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 5530 members 
Entering Unmasked Estep 
Score: -1320744.875000 Penalty: 3021.398193
	Iteration 0F: 3 clusters Score -1320745 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1323346.500000 Penalty: 3021.398193
	Iteration 1F: 3 clusters Score -1323346 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1323593.875000 Penalty: 3021.398193
	Iteration 2F: 3 clusters Score -1323594 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1323835.250000 Penalty: 3021.398193
	Iteration 3Q: 3 clusters Score -1323835 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1324112.000000 Penalty: 3021.398193
	Iteration 4Q: 3 clusters Score -1324112 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1324454.625000 Penalty: 3021.398193
	Iteration 5F: 3 clusters Score -1324455 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1324877.000000 Penalty: 3021.398193
	Iteration 6F: 3 clusters Score -1324877 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1325334.625000 Penalty: 3021.398193
	Iteration 7F: 3 clusters Score -1325335 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1325830.000000 Penalty: 3021.398193
	Iteration 8F: 3 clusters Score -1325830 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1326275.250000 Penalty: 3021.398193
	Iteration 9Q: 3 clusters Score -1326275 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1326616.000000 Penalty: 3021.398193
	Iteration 10Q: 3 clusters Score -1326616 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1326848.000000 Penalty: 3021.398193
	Iteration 11Q: 3 clusters Score -1326848 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1327010.500000 Penalty: 3021.398193
	Iteration 12Q: 3 clusters Score -1327010 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1327108.125000 Penalty: 3021.398193
	Iteration 13Q: 3 clusters Score -1327108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1327191.000000 Penalty: 3021.398193
	Iteration 14Q: 3 clusters Score -1327191 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1327233.250000 Penalty: 3021.398193
	Iteration 15Q: 3 clusters Score -1327233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1327269.000000 Penalty: 3021.398193
	Iteration 16Q: 3 clusters Score -1327269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1327292.500000 Penalty: 3021.398193
	Iteration 17Q: 3 clusters Score -1327292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1327302.500000 Penalty: 3021.398193
	Iteration 18Q: 3 clusters Score -1327302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1327314.375000 Penalty: 3021.398193
	Iteration 19Q: 3 clusters Score -1327314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1327315.375000 Penalty: 3021.398193
	Iteration 20F: 3 clusters Score -1327315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1327326.000000 Penalty: 3021.398193
	Iteration 21Q: 3 clusters Score -1327326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1327336.750000 Penalty: 3021.398193
	Iteration 22Q: 3 clusters Score -1327337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1327355.500000 Penalty: 3021.398193
	Iteration 23Q: 3 clusters Score -1327356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1327366.750000 Penalty: 3021.398193
	Iteration 24Q: 3 clusters Score -1327367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1327376.500000 Penalty: 3021.398193
	Iteration 25Q: 3 clusters Score -1327376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1327384.750000 Penalty: 3021.398193
	Iteration 26Q: 3 clusters Score -1327385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1327388.750000 Penalty: 3021.398193
	Iteration 27Q: 3 clusters Score -1327389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1327391.500000 Penalty: 3021.398193
	Iteration 28Q: 3 clusters Score -1327392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1327394.875000 Penalty: 3021.398193
	Iteration 29Q: 3 clusters Score -1327395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1327398.750000 Penalty: 3021.398193
	Iteration 30Q: 3 clusters Score -1327399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1327396.750000 Penalty: 3021.398193
	Iteration 31Q: 3 clusters Score -1327397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1327397.125000 Penalty: 3021.398193
	Iteration 32Q: 3 clusters Score -1327397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1327399.875000 Penalty: 3021.398193
	Iteration 33Q: 3 clusters Score -1327400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1327405.750000 Penalty: 3021.398193
	Iteration 34Q: 3 clusters Score -1327406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1327408.375000 Penalty: 3021.398193
	Iteration 35Q: 3 clusters Score -1327408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1327410.500000 Penalty: 3021.398193
	Iteration 36Q: 3 clusters Score -1327410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1327412.875000 Penalty: 3021.398193
	Iteration 37Q: 3 clusters Score -1327413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1327416.750000 Penalty: 3021.398193
	Iteration 38Q: 3 clusters Score -1327417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1327420.750000 Penalty: 3021.398193
	Iteration 39Q: 3 clusters Score -1327421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1327421.250000 Penalty: 3021.398193
	Iteration 40F: 3 clusters Score -1327421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1327422.875000 Penalty: 3021.398193
	Iteration 41Q: 3 clusters Score -1327423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1327423.500000 Penalty: 3021.398193
	Iteration 42Q: 3 clusters Score -1327424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1327423.500000 Penalty: 3021.398193
	Iteration 43F: 3 clusters Score -1327424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (131681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131681 members 
Entering Unmasked Estep 
Score: -16826692.000000 Penalty: 1915.572388
	Iteration 0F: 2 clusters Score -1.682669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -16745323.000000 Penalty: 3831.144775
	Iteration 0F: 3 clusters Score -1.674532e+07 nChanged 63530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
Score: -16783870.000000 Penalty: 3831.144775
	Iteration 1F: 3 clusters Score -1.678387e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 73560 members 
Entering Unmasked Estep 
Score: -16786464.000000 Penalty: 3831.144775
	Iteration 2Q: 3 clusters Score -1.678646e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -16790142.000000 Penalty: 3831.144775
	Iteration 3F: 3 clusters Score -1.679014e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 83319 members 
Entering Unmasked Estep 
Score: -16794584.000000 Penalty: 3831.144775
	Iteration 4F: 3 clusters Score -1.679458e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 88800 members 
Entering Unmasked Estep 
Score: -16798832.000000 Penalty: 3831.144775
	Iteration 5F: 3 clusters Score -1.679883e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -16802562.000000 Penalty: 3831.144775
	Iteration 6F: 3 clusters Score -1.680256e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 98017 members 
Entering Unmasked Estep 
Score: -16805670.000000 Penalty: 3831.144775
	Iteration 7F: 3 clusters Score -1.680567e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 101488 members 
Entering Unmasked Estep 
Score: -16808992.000000 Penalty: 3831.144775
	Iteration 8Q: 3 clusters Score -1.680899e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 104076 members 
Entering Unmasked Estep 
Score: -16812528.000000 Penalty: 3831.144775
	Iteration 9Q: 3 clusters Score -1.681253e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 105648 members 
Entering Unmasked Estep 
Score: -16815480.000000 Penalty: 3831.144775
	Iteration 10Q: 3 clusters Score -1.681548e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -16817328.000000 Penalty: 3831.144775
	Iteration 11Q: 3 clusters Score -1.681733e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 106729 members 
Entering Unmasked Estep 
Score: -16818374.000000 Penalty: 3831.144775
	Iteration 12Q: 3 clusters Score -1.681837e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 107004 members 
Entering Unmasked Estep 
Score: -16818870.000000 Penalty: 3831.144775
	Iteration 13Q: 3 clusters Score -1.681887e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 107200 members 
Entering Unmasked Estep 
Score: -16819274.000000 Penalty: 3831.144775
	Iteration 14Q: 3 clusters Score -1.681927e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 107360 members 
Entering Unmasked Estep 
Score: -16819498.000000 Penalty: 3831.144775
	Iteration 15Q: 3 clusters Score -1.68195e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 107520 members 
Entering Unmasked Estep 
Score: -16819658.000000 Penalty: 3831.144775
	Iteration 16Q: 3 clusters Score -1.681966e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 107697 members 
Entering Unmasked Estep 
Score: -16819878.000000 Penalty: 3831.144775
	Iteration 17Q: 3 clusters Score -1.681988e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 107869 members 
Entering Unmasked Estep 
Score: -16820116.000000 Penalty: 3831.144775
	Iteration 18Q: 3 clusters Score -1.682012e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 108032 members 
Entering Unmasked Estep 
Score: -16820252.000000 Penalty: 3831.144775
	Iteration 19Q: 3 clusters Score -1.682025e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -16820372.000000 Penalty: 3831.144775
	Iteration 20F: 3 clusters Score -1.682037e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 108380 members 
Entering Unmasked Estep 
Score: -16820572.000000 Penalty: 3831.144775
	Iteration 21Q: 3 clusters Score -1.682057e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 108540 members 
Entering Unmasked Estep 
Score: -16820688.000000 Penalty: 3831.144775
	Iteration 22Q: 3 clusters Score -1.682069e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 108713 members 
Entering Unmasked Estep 
Score: -16820842.000000 Penalty: 3831.144775
	Iteration 23Q: 3 clusters Score -1.682084e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 108867 members 
Entering Unmasked Estep 
Score: -16821030.000000 Penalty: 3831.144775
	Iteration 24Q: 3 clusters Score -1.682103e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 109058 members 
Entering Unmasked Estep 
Score: -16821130.000000 Penalty: 3831.144775
	Iteration 25Q: 3 clusters Score -1.682113e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 109265 members 
Entering Unmasked Estep 
Score: -16821282.000000 Penalty: 3831.144775
	Iteration 26Q: 3 clusters Score -1.682128e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 109490 members 
Entering Unmasked Estep 
Score: -16821464.000000 Penalty: 3831.144775
	Iteration 27Q: 3 clusters Score -1.682146e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 109763 members 
Entering Unmasked Estep 
Score: -16821612.000000 Penalty: 3831.144775
	Iteration 28Q: 3 clusters Score -1.682161e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 110032 members 
Entering Unmasked Estep 
Score: -16821834.000000 Penalty: 3831.144775
	Iteration 29Q: 3 clusters Score -1.682183e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 110350 members 
Entering Unmasked Estep 
Score: -16822108.000000 Penalty: 3831.144775
	Iteration 30Q: 3 clusters Score -1.682211e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 110721 members 
Entering Unmasked Estep 
Score: -16822436.000000 Penalty: 3831.144775
	Iteration 31Q: 3 clusters Score -1.682244e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 111153 members 
Entering Unmasked Estep 
Score: -16822786.000000 Penalty: 3831.144775
	Iteration 32Q: 3 clusters Score -1.682279e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 111671 members 
Entering Unmasked Estep 
Score: -16823238.000000 Penalty: 3831.144775
	Iteration 33Q: 3 clusters Score -1.682324e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 112276 members 
Entering Unmasked Estep 
Score: -16823526.000000 Penalty: 3831.144775
	Iteration 34Q: 3 clusters Score -1.682353e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 112969 members 
Entering Unmasked Estep 
Score: -16823938.000000 Penalty: 3831.144775
	Iteration 35Q: 3 clusters Score -1.682394e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 113761 members 
Entering Unmasked Estep 
Score: -16824324.000000 Penalty: 3831.144775
	Iteration 36Q: 3 clusters Score -1.682432e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 114730 members 
Entering Unmasked Estep 
Score: -16824738.000000 Penalty: 3831.144775
	Iteration 37Q: 3 clusters Score -1.682474e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 115815 members 
Entering Unmasked Estep 
Score: -16825186.000000 Penalty: 3831.144775
	Iteration 38Q: 3 clusters Score -1.682519e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 117073 members 
Entering Unmasked Estep 
Score: -16825460.000000 Penalty: 3831.144775
	Iteration 39Q: 3 clusters Score -1.682546e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 118392 members 
Entering Unmasked Estep 
Score: -16825794.000000 Penalty: 3831.144775
	Iteration 40F: 3 clusters Score -1.682579e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 119779 members 
Entering Unmasked Estep 
Score: -16826116.000000 Penalty: 3831.144775
	Iteration 41Q: 3 clusters Score -1.682612e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 121184 members 
Entering Unmasked Estep 
Score: -16826254.000000 Penalty: 3831.144775
	Iteration 42Q: 3 clusters Score -1.682625e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 122626 members 
Entering Unmasked Estep 
Score: -16826364.000000 Penalty: 3831.144775
	Iteration 43Q: 3 clusters Score -1.682636e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 123999 members 
Entering Unmasked Estep 
Score: -16826376.000000 Penalty: 3831.144775
	Iteration 44Q: 3 clusters Score -1.682638e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 125294 members 
Entering Unmasked Estep 
Score: -16826376.000000 Penalty: 3831.144775
	Iteration 45Q: 3 clusters Score -1.682638e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 126445 members 
Entering Unmasked Estep 
Score: -16826256.000000 Penalty: 3831.144775
	Iteration 46Q: 3 clusters Score -1.682626e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 127467 members 
Entering Unmasked Estep 
Score: -16826242.000000 Penalty: 3831.144775
	Iteration 47Q: 3 clusters Score -1.682624e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 128327 members 
Entering Unmasked Estep 
Score: -16826098.000000 Penalty: 3831.144775
	Iteration 48Q: 3 clusters Score -1.68261e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 129061 members 
Entering Unmasked Estep 
Score: -16825984.000000 Penalty: 3831.144775
	Iteration 49Q: 3 clusters Score -1.682598e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 129659 members 
Entering Unmasked Estep 
Score: -16825796.000000 Penalty: 3831.144775
	Iteration 50Q: 3 clusters Score -1.68258e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 130099 members 
Entering Unmasked Estep 
Score: -16825626.000000 Penalty: 3831.144775
	Iteration 51Q: 3 clusters Score -1.682563e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 130435 members 
Entering Unmasked Estep 
Score: -16825502.000000 Penalty: 3831.144775
	Iteration 52Q: 3 clusters Score -1.68255e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 130696 members 
Entering Unmasked Estep 
Score: -16825466.000000 Penalty: 3831.144775
	Iteration 53Q: 3 clusters Score -1.682547e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 130879 members 
Entering Unmasked Estep 
Score: -16825402.000000 Penalty: 3831.144775
	Iteration 54Q: 3 clusters Score -1.68254e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 131033 members 
Entering Unmasked Estep 
Score: -16825382.000000 Penalty: 3831.144775
	Iteration 55Q: 3 clusters Score -1.682538e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 131122 members 
Entering Unmasked Estep 
Score: -16825354.000000 Penalty: 3831.144775
	Iteration 56Q: 3 clusters Score -1.682535e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 131190 members 
Entering Unmasked Estep 
Score: -16825330.000000 Penalty: 3831.144775
	Iteration 57Q: 3 clusters Score -1.682533e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 131239 members 
Entering Unmasked Estep 
Score: -16825314.000000 Penalty: 3831.144775
	Iteration 58Q: 3 clusters Score -1.682531e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 131273 members 
Entering Unmasked Estep 
Score: -16825278.000000 Penalty: 3831.144775
	Iteration 59Q: 3 clusters Score -1.682528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 131292 members 
Entering Unmasked Estep 
Score: -16825266.000000 Penalty: 3831.144775
	Iteration 60F: 3 clusters Score -1.682527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 131307 members 
Entering Unmasked Estep 
Score: -16825270.000000 Penalty: 3831.144775
	Iteration 61Q: 3 clusters Score -1.682527e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 131327 members 
Entering Unmasked Estep 
Score: -16825276.000000 Penalty: 3831.144775
	Iteration 62Q: 3 clusters Score -1.682528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 131339 members 
Entering Unmasked Estep 
Score: -16825264.000000 Penalty: 3831.144775
	Iteration 63Q: 3 clusters Score -1.682526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 131349 members 
Entering Unmasked Estep 
Score: -16825258.000000 Penalty: 3831.144775
	Iteration 64Q: 3 clusters Score -1.682526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 131356 members 
Entering Unmasked Estep 
Score: -16825264.000000 Penalty: 3831.144775
	Iteration 65Q: 3 clusters Score -1.682526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 131367 members 
Entering Unmasked Estep 
Score: -16825252.000000 Penalty: 3831.144775
	Iteration 66Q: 3 clusters Score -1.682525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 131375 members 
Entering Unmasked Estep 
Score: -16825258.000000 Penalty: 3831.144775
	Iteration 67Q: 3 clusters Score -1.682526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 131386 members 
Entering Unmasked Estep 
Score: -16825254.000000 Penalty: 3831.144775
	Iteration 68Q: 3 clusters Score -1.682525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 131392 members 
Entering Unmasked Estep 
Score: -16825252.000000 Penalty: 3831.144775
	Iteration 69Q: 3 clusters Score -1.682525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 131395 members 
Entering Unmasked Estep 
Score: -16825254.000000 Penalty: 3831.144775
	Iteration 70Q: 3 clusters Score -1.682525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 131396 members 
Entering Unmasked Estep 
Score: -16825254.000000 Penalty: 3831.144775
	Iteration 71Q: 3 clusters Score -1.682525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 131397 members 
Entering Unmasked Estep 
Score: -16825248.000000 Penalty: 3831.144775
	Iteration 72Q: 3 clusters Score -1.682525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 131397 members 
Entering Unmasked Estep 
Score: -16825248.000000 Penalty: 3831.144775
	Iteration 73F: 3 clusters Score -1.682525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Entering Unmasked Estep 
Score: -555833.687500 Penalty: 1385.015991
	Iteration 0F: 2 clusters Score -555833.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -551850.062500 Penalty: 2770.031982
	Iteration 0F: 3 clusters Score -551850.1 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -553148.812500 Penalty: 2770.031982
	Iteration 1F: 3 clusters Score -553148.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -553500.625000 Penalty: 2770.031982
	Iteration 2F: 3 clusters Score -553500.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -553835.375000 Penalty: 2770.031982
	Iteration 3F: 3 clusters Score -553835.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -554145.625000 Penalty: 2770.031982
	Iteration 4F: 3 clusters Score -554145.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -554406.750000 Penalty: 2770.031982
	Iteration 5F: 3 clusters Score -554406.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -554684.000000 Penalty: 2770.031982
	Iteration 6F: 3 clusters Score -554684 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -554976.375000 Penalty: 2770.031982
	Iteration 7F: 3 clusters Score -554976.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -555240.937500 Penalty: 2770.031982
	Iteration 8Q: 3 clusters Score -555240.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -555577.687500 Penalty: 2770.031982
	Iteration 9Q: 3 clusters Score -555577.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -555839.937500 Penalty: 2770.031982
	Iteration 10Q: 3 clusters Score -555839.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -556040.000000 Penalty: 2770.031982
	Iteration 11Q: 3 clusters Score -556040 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -556159.312500 Penalty: 2770.031982
	Iteration 12Q: 3 clusters Score -556159.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -556243.000000 Penalty: 2770.031982
	Iteration 13Q: 3 clusters Score -556243 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -556305.312500 Penalty: 2770.031982
	Iteration 14Q: 3 clusters Score -556305.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -556352.812500 Penalty: 2770.031982
	Iteration 15Q: 3 clusters Score -556352.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -556373.312500 Penalty: 2770.031982
	Iteration 16Q: 3 clusters Score -556373.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -556405.500000 Penalty: 2770.031982
	Iteration 17Q: 3 clusters Score -556405.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -556420.000000 Penalty: 2770.031982
	Iteration 18Q: 3 clusters Score -556420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -556427.000000 Penalty: 2770.031982
	Iteration 19Q: 3 clusters Score -556427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -556434.250000 Penalty: 2770.031982
	Iteration 20F: 3 clusters Score -556434.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -556442.125000 Penalty: 2770.031982
	Iteration 21Q: 3 clusters Score -556442.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -556449.125000 Penalty: 2770.031982
	Iteration 22Q: 3 clusters Score -556449.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -556454.500000 Penalty: 2770.031982
	Iteration 23Q: 3 clusters Score -556454.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -556457.500000 Penalty: 2770.031982
	Iteration 24Q: 3 clusters Score -556457.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -556460.125000 Penalty: 2770.031982
	Iteration 25Q: 3 clusters Score -556460.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -556460.562500 Penalty: 2770.031982
	Iteration 26Q: 3 clusters Score -556460.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -556461.625000 Penalty: 2770.031982
	Iteration 27Q: 3 clusters Score -556461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -556460.750000 Penalty: 2770.031982
	Iteration 28Q: 3 clusters Score -556460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -556460.750000 Penalty: 2770.031982
	Iteration 29F: 3 clusters Score -556460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 9862 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 3350 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 16659 members 
Mstep: Class 7 contains 19771 members 
Mstep: Class 8 contains 86031 members 
Mstep: Class 9 contains 49483 members 
Mstep: Class 10 contains 33639 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 29067 members 
Mstep: Class 13 contains 19030 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 76927 members 
Mstep: Class 16 contains 27976 members 
Mstep: Class 17 contains 8388 members 
Mstep: Class 18 contains 4851 members 
Mstep: Class 19 contains 130713 members 
Mstep: Class 20 contains 12195 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 6139 members 
Mstep: Class 24 contains 10901 members 
Mstep: Class 25 contains 131681 members 
Mstep: Class 26 contains 2470 members 
Mstep: Class 27 contains 7305 members 
Mstep: Class 28 contains 8115 members 
Mstep: Class 29 contains 85679 members 
Mstep: Class 30 contains 3309 members 
Mstep: Class 31 contains 2560 members 
Entering Unmasked Estep 
Score: -108931480.000000 Penalty: 68979.507812
Splitting cluster 26 changes total score from -108931480.000000 to -108931480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (7305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Entering Unmasked Estep 
Score: -911572.500000 Penalty: 1445.651123
	Iteration 0F: 2 clusters Score -911572.5 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 3703 members 
Entering Unmasked Estep 
Score: -906181.375000 Penalty: 2891.302246
	Iteration 0F: 3 clusters Score -906181.4 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -907895.500000 Penalty: 2891.302246
	Iteration 1F: 3 clusters Score -907895.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -908222.625000 Penalty: 2891.302246
	Iteration 2F: 3 clusters Score -908222.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -908622.125000 Penalty: 2891.302246
	Iteration 3F: 3 clusters Score -908622.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -909138.562500 Penalty: 2891.302246
	Iteration 4F: 3 clusters Score -909138.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -909675.625000 Penalty: 2891.302246
	Iteration 5F: 3 clusters Score -909675.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -910072.250000 Penalty: 2891.302246
	Iteration 6F: 3 clusters Score -910072.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -910320.437500 Penalty: 2891.302246
	Iteration 7Q: 3 clusters Score -910320.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -910476.000000 Penalty: 2891.302246
	Iteration 8Q: 3 clusters Score -910476 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -910579.812500 Penalty: 2891.302246
	Iteration 9Q: 3 clusters Score -910579.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -910671.625000 Penalty: 2891.302246
	Iteration 10Q: 3 clusters Score -910671.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -910750.250000 Penalty: 2891.302246
	Iteration 11Q: 3 clusters Score -910750.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -910799.625000 Penalty: 2891.302246
	Iteration 12Q: 3 clusters Score -910799.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -910842.312500 Penalty: 2891.302246
	Iteration 13Q: 3 clusters Score -910842.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -910865.500000 Penalty: 2891.302246
	Iteration 14Q: 3 clusters Score -910865.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -910886.687500 Penalty: 2891.302246
	Iteration 15Q: 3 clusters Score -910886.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -910901.625000 Penalty: 2891.302246
	Iteration 16Q: 3 clusters Score -910901.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -910916.062500 Penalty: 2891.302246
	Iteration 17Q: 3 clusters Score -910916.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -910934.125000 Penalty: 2891.302246
	Iteration 18Q: 3 clusters Score -910934.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -910946.437500 Penalty: 2891.302246
	Iteration 19Q: 3 clusters Score -910946.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -910954.875000 Penalty: 2891.302246
	Iteration 20F: 3 clusters Score -910954.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -910959.250000 Penalty: 2891.302246
	Iteration 21Q: 3 clusters Score -910959.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -910962.562500 Penalty: 2891.302246
	Iteration 22Q: 3 clusters Score -910962.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -910964.187500 Penalty: 2891.302246
	Iteration 23Q: 3 clusters Score -910964.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -910971.187500 Penalty: 2891.302246
	Iteration 24Q: 3 clusters Score -910971.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -910975.312500 Penalty: 2891.302246
	Iteration 25Q: 3 clusters Score -910975.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -910976.000000 Penalty: 2891.302246
	Iteration 26Q: 3 clusters Score -910976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -910980.812500 Penalty: 2891.302246
	Iteration 27Q: 3 clusters Score -910980.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -910983.250000 Penalty: 2891.302246
	Iteration 28Q: 3 clusters Score -910983.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -910986.687500 Penalty: 2891.302246
	Iteration 29Q: 3 clusters Score -910986.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -910987.375000 Penalty: 2891.302246
	Iteration 30Q: 3 clusters Score -910987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -910988.250000 Penalty: 2891.302246
	Iteration 31Q: 3 clusters Score -910988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -910988.125000 Penalty: 2891.302246
	Iteration 32Q: 3 clusters Score -910988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -910989.437500 Penalty: 2891.302246
	Iteration 33Q: 3 clusters Score -910989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -910987.812500 Penalty: 2891.302246
	Iteration 34Q: 3 clusters Score -910987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -910987.812500 Penalty: 2891.302246
	Iteration 35F: 3 clusters Score -910987.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Entering Unmasked Estep 
Score: -1024526.187500 Penalty: 1462.738770
	Iteration 0F: 2 clusters Score -1024526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1018600.937500 Penalty: 2925.477539
	Iteration 0F: 3 clusters Score -1018601 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1021038.937500 Penalty: 2925.477539
	Iteration 1F: 3 clusters Score -1021039 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1021829.250000 Penalty: 2925.477539
	Iteration 2F: 3 clusters Score -1021829 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1022535.312500 Penalty: 2925.477539
	Iteration 3F: 3 clusters Score -1022535 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1023013.687500 Penalty: 2925.477539
	Iteration 4F: 3 clusters Score -1023014 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1023322.187500 Penalty: 2925.477539
	Iteration 5F: 3 clusters Score -1023322 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1023502.625000 Penalty: 2925.477539
	Iteration 6Q: 3 clusters Score -1023503 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1023602.687500 Penalty: 2925.477539
	Iteration 7Q: 3 clusters Score -1023603 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1023676.812500 Penalty: 2925.477539
	Iteration 8Q: 3 clusters Score -1023677 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1023717.250000 Penalty: 2925.477539
	Iteration 9Q: 3 clusters Score -1023717 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1023741.687500 Penalty: 2925.477539
	Iteration 10Q: 3 clusters Score -1023742 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1023761.500000 Penalty: 2925.477539
	Iteration 11Q: 3 clusters Score -1023762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1023779.750000 Penalty: 2925.477539
	Iteration 12Q: 3 clusters Score -1023780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1023793.000000 Penalty: 2925.477539
	Iteration 13Q: 3 clusters Score -1023793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1023814.375000 Penalty: 2925.477539
	Iteration 14Q: 3 clusters Score -1023814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1023832.625000 Penalty: 2925.477539
	Iteration 15Q: 3 clusters Score -1023833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1023853.812500 Penalty: 2925.477539
	Iteration 16Q: 3 clusters Score -1023854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1023867.062500 Penalty: 2925.477539
	Iteration 17Q: 3 clusters Score -1023867 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1023886.875000 Penalty: 2925.477539
	Iteration 18Q: 3 clusters Score -1023887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1023901.812500 Penalty: 2925.477539
	Iteration 19Q: 3 clusters Score -1023902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1023923.125000 Penalty: 2925.477539
	Iteration 20F: 3 clusters Score -1023923 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1023938.500000 Penalty: 2925.477539
	Iteration 21Q: 3 clusters Score -1023938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1023946.875000 Penalty: 2925.477539
	Iteration 22Q: 3 clusters Score -1023947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1023958.875000 Penalty: 2925.477539
	Iteration 23Q: 3 clusters Score -1023959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1023967.250000 Penalty: 2925.477539
	Iteration 24Q: 3 clusters Score -1023967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1023971.875000 Penalty: 2925.477539
	Iteration 25Q: 3 clusters Score -1023972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1023976.250000 Penalty: 2925.477539
	Iteration 26Q: 3 clusters Score -1023976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1023979.062500 Penalty: 2925.477539
	Iteration 27Q: 3 clusters Score -1023979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1023980.937500 Penalty: 2925.477539
	Iteration 28Q: 3 clusters Score -1023981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1023980.562500 Penalty: 2925.477539
	Iteration 29Q: 3 clusters Score -1023981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1023983.250000 Penalty: 2925.477539
	Iteration 30Q: 3 clusters Score -1023983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1023984.875000 Penalty: 2925.477539
	Iteration 31Q: 3 clusters Score -1023985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1023984.312500 Penalty: 2925.477539
	Iteration 32Q: 3 clusters Score -1023984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1023986.125000 Penalty: 2925.477539
	Iteration 33Q: 3 clusters Score -1023986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1023988.312500 Penalty: 2925.477539
	Iteration 34Q: 3 clusters Score -1023988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1023987.562500 Penalty: 2925.477539
	Iteration 35Q: 3 clusters Score -1023988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1023989.062500 Penalty: 2925.477539
	Iteration 36Q: 3 clusters Score -1023989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1023986.562500 Penalty: 2925.477539
	Iteration 37Q: 3 clusters Score -1023987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1023988.000000 Penalty: 2925.477539
	Iteration 38Q: 3 clusters Score -1023988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1023989.375000 Penalty: 2925.477539
	Iteration 39Q: 3 clusters Score -1023989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1023989.375000 Penalty: 2925.477539
	Iteration 40F: 3 clusters Score -1023989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1023990.187500 Penalty: 2925.477539
	Iteration 41Q: 3 clusters Score -1023990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1023990.187500 Penalty: 2925.477539
	Iteration 42F: 3 clusters Score -1023990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (85679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85679 members 
Entering Unmasked Estep 
Score: -10145015.000000 Penalty: 1845.734009
	Iteration 0F: 2 clusters Score -1.014502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -10087482.000000 Penalty: 3691.468018
	Iteration 0F: 3 clusters Score -1.008748e+07 nChanged 41111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -10112061.000000 Penalty: 3691.468018
	Iteration 1F: 3 clusters Score -1.011206e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -10113549.000000 Penalty: 3691.468018
	Iteration 2Q: 3 clusters Score -1.011355e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -10115480.000000 Penalty: 3691.468018
	Iteration 3Q: 3 clusters Score -1.011548e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -10117935.000000 Penalty: 3691.468018
	Iteration 4F: 3 clusters Score -1.011794e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -10120723.000000 Penalty: 3691.468018
	Iteration 5F: 3 clusters Score -1.012072e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -10123827.000000 Penalty: 3691.468018
	Iteration 6F: 3 clusters Score -1.012383e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -10127138.000000 Penalty: 3691.468018
	Iteration 7F: 3 clusters Score -1.012714e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59928 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -10130172.000000 Penalty: 3691.468018
	Iteration 8F: 3 clusters Score -1.013017e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62239 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -10132524.000000 Penalty: 3691.468018
	Iteration 9Q: 3 clusters Score -1.013252e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64229 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -10134305.000000 Penalty: 3691.468018
	Iteration 10Q: 3 clusters Score -1.01343e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -10135444.000000 Penalty: 3691.468018
	Iteration 11Q: 3 clusters Score -1.013544e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -10136352.000000 Penalty: 3691.468018
	Iteration 12Q: 3 clusters Score -1.013635e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69132 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -10137022.000000 Penalty: 3691.468018
	Iteration 13Q: 3 clusters Score -1.013702e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -10137589.000000 Penalty: 3691.468018
	Iteration 14Q: 3 clusters Score -1.013759e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -10138212.000000 Penalty: 3691.468018
	Iteration 15Q: 3 clusters Score -1.013821e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -10138744.000000 Penalty: 3691.468018
	Iteration 16Q: 3 clusters Score -1.013874e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74674 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -10139342.000000 Penalty: 3691.468018
	Iteration 17Q: 3 clusters Score -1.013934e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -10139857.000000 Penalty: 3691.468018
	Iteration 18Q: 3 clusters Score -1.013986e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -10140357.000000 Penalty: 3691.468018
	Iteration 19Q: 3 clusters Score -1.014036e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78054 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -10140795.000000 Penalty: 3691.468018
	Iteration 20F: 3 clusters Score -1.01408e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -10141262.000000 Penalty: 3691.468018
	Iteration 21Q: 3 clusters Score -1.014126e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -10141610.000000 Penalty: 3691.468018
	Iteration 22Q: 3 clusters Score -1.014161e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80641 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -10142022.000000 Penalty: 3691.468018
	Iteration 23Q: 3 clusters Score -1.014202e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -10142319.000000 Penalty: 3691.468018
	Iteration 24Q: 3 clusters Score -1.014232e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81931 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -10142570.000000 Penalty: 3691.468018
	Iteration 25Q: 3 clusters Score -1.014257e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82445 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -10142821.000000 Penalty: 3691.468018
	Iteration 26Q: 3 clusters Score -1.014282e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82858 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -10143004.000000 Penalty: 3691.468018
	Iteration 27Q: 3 clusters Score -1.0143e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83188 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -10143220.000000 Penalty: 3691.468018
	Iteration 28Q: 3 clusters Score -1.014322e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -10143338.000000 Penalty: 3691.468018
	Iteration 29Q: 3 clusters Score -1.014334e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -10143422.000000 Penalty: 3691.468018
	Iteration 30Q: 3 clusters Score -1.014342e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83803 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -10143491.000000 Penalty: 3691.468018
	Iteration 31Q: 3 clusters Score -1.014349e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -10143584.000000 Penalty: 3691.468018
	Iteration 32Q: 3 clusters Score -1.014358e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -10143649.000000 Penalty: 3691.468018
	Iteration 33Q: 3 clusters Score -1.014365e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -10143702.000000 Penalty: 3691.468018
	Iteration 34Q: 3 clusters Score -1.01437e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84205 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10143743.000000 Penalty: 3691.468018
	Iteration 35Q: 3 clusters Score -1.014374e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -10143761.000000 Penalty: 3691.468018
	Iteration 36Q: 3 clusters Score -1.014376e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84290 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -10143794.000000 Penalty: 3691.468018
	Iteration 37Q: 3 clusters Score -1.014379e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -10143820.000000 Penalty: 3691.468018
	Iteration 38Q: 3 clusters Score -1.014382e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84344 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -10143816.000000 Penalty: 3691.468018
	Iteration 39Q: 3 clusters Score -1.014382e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -10143843.000000 Penalty: 3691.468018
	Iteration 40F: 3 clusters Score -1.014384e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -10143842.000000 Penalty: 3691.468018
	Iteration 41Q: 3 clusters Score -1.014384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -10143846.000000 Penalty: 3691.468018
	Iteration 42Q: 3 clusters Score -1.014385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10143856.000000 Penalty: 3691.468018
	Iteration 43Q: 3 clusters Score -1.014386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84384 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10143851.000000 Penalty: 3691.468018
	Iteration 44Q: 3 clusters Score -1.014385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84392 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -10143852.000000 Penalty: 3691.468018
	Iteration 45Q: 3 clusters Score -1.014385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -10143855.000000 Penalty: 3691.468018
	Iteration 46Q: 3 clusters Score -1.014386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -10143864.000000 Penalty: 3691.468018
	Iteration 47Q: 3 clusters Score -1.014386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84419 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -10143874.000000 Penalty: 3691.468018
	Iteration 48Q: 3 clusters Score -1.014387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -10143871.000000 Penalty: 3691.468018
	Iteration 49Q: 3 clusters Score -1.014387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -10143875.000000 Penalty: 3691.468018
	Iteration 50Q: 3 clusters Score -1.014388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84419 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -10143881.000000 Penalty: 3691.468018
	Iteration 51Q: 3 clusters Score -1.014388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84418 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -10143874.000000 Penalty: 3691.468018
	Iteration 52Q: 3 clusters Score -1.014387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -10143875.000000 Penalty: 3691.468018
	Iteration 53Q: 3 clusters Score -1.014388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -10143882.000000 Penalty: 3691.468018
	Iteration 54Q: 3 clusters Score -1.014388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -10143883.000000 Penalty: 3691.468018
	Iteration 55Q: 3 clusters Score -1.014388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84432 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -10143889.000000 Penalty: 3691.468018
	Iteration 56Q: 3 clusters Score -1.014389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84437 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10143873.000000 Penalty: 3691.468018
	Iteration 57Q: 3 clusters Score -1.014387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -10143885.000000 Penalty: 3691.468018
	Iteration 58Q: 3 clusters Score -1.014388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84447 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -10143890.000000 Penalty: 3691.468018
	Iteration 59Q: 3 clusters Score -1.014389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -10143891.000000 Penalty: 3691.468018
	Iteration 60F: 3 clusters Score -1.014389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84453 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10143888.000000 Penalty: 3691.468018
	Iteration 61Q: 3 clusters Score -1.014389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -10143893.000000 Penalty: 3691.468018
	Iteration 62Q: 3 clusters Score -1.014389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84461 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -10143897.000000 Penalty: 3691.468018
	Iteration 63Q: 3 clusters Score -1.01439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -10143896.000000 Penalty: 3691.468018
	Iteration 64Q: 3 clusters Score -1.01439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -10143894.000000 Penalty: 3691.468018
	Iteration 65Q: 3 clusters Score -1.014389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10143889.000000 Penalty: 3691.468018
	Iteration 66Q: 3 clusters Score -1.014389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -10143885.000000 Penalty: 3691.468018
	Iteration 67Q: 3 clusters Score -1.014388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84483 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -10143895.000000 Penalty: 3691.468018
	Iteration 68Q: 3 clusters Score -1.01439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84484 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -10143906.000000 Penalty: 3691.468018
	Iteration 69Q: 3 clusters Score -1.014391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -10143912.000000 Penalty: 3691.468018
	Iteration 70Q: 3 clusters Score -1.014391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -10143911.000000 Penalty: 3691.468018
	Iteration 71Q: 3 clusters Score -1.014391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84496 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -10143914.000000 Penalty: 3691.468018
	Iteration 72Q: 3 clusters Score -1.014391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -10143918.000000 Penalty: 3691.468018
	Iteration 73Q: 3 clusters Score -1.014392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84510 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -10143919.000000 Penalty: 3691.468018
	Iteration 74Q: 3 clusters Score -1.014392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -10143919.000000 Penalty: 3691.468018
	Iteration 75Q: 3 clusters Score -1.014392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84517 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10143918.000000 Penalty: 3691.468018
	Iteration 76Q: 3 clusters Score -1.014392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10143914.000000 Penalty: 3691.468018
	Iteration 77Q: 3 clusters Score -1.014391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -10143913.000000 Penalty: 3691.468018
	Iteration 78Q: 3 clusters Score -1.014391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -10143915.000000 Penalty: 3691.468018
	Iteration 79Q: 3 clusters Score -1.014392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -10143926.000000 Penalty: 3691.468018
	Iteration 80F: 3 clusters Score -1.014393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10143912.000000 Penalty: 3691.468018
	Iteration 81Q: 3 clusters Score -1.014391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10143912.000000 Penalty: 3691.468018
	Iteration 82Q: 3 clusters Score -1.014391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -10143915.000000 Penalty: 3691.468018
	Iteration 83Q: 3 clusters Score -1.014392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -10143907.000000 Penalty: 3691.468018
	Iteration 84Q: 3 clusters Score -1.014391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10143904.000000 Penalty: 3691.468018
	Iteration 85Q: 3 clusters Score -1.01439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -10143907.000000 Penalty: 3691.468018
	Iteration 86Q: 3 clusters Score -1.014391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -10143907.000000 Penalty: 3691.468018
	Iteration 87F: 3 clusters Score -1.014391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 9862 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 3350 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 16659 members 
Mstep: Class 7 contains 19771 members 
Mstep: Class 8 contains 86031 members 
Mstep: Class 9 contains 49483 members 
Mstep: Class 10 contains 33639 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 29067 members 
Mstep: Class 13 contains 19030 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 76927 members 
Mstep: Class 16 contains 27976 members 
Mstep: Class 17 contains 8388 members 
Mstep: Class 18 contains 4851 members 
Mstep: Class 19 contains 130713 members 
Mstep: Class 20 contains 12195 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 6139 members 
Mstep: Class 24 contains 10901 members 
Mstep: Class 25 contains 131681 members 
Mstep: Class 26 contains 5030 members 
Mstep: Class 27 contains 7305 members 
Mstep: Class 28 contains 8115 members 
Mstep: Class 29 contains 85679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108932208.000000 Penalty: 66754.359375
Iteration 119Q: 31 clusters Score -1.089322e+08 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 90933 members 
Mstep: Class 2 contains 9878 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 3601 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 16651 members 
Mstep: Class 7 contains 19916 members 
Mstep: Class 8 contains 85778 members 
Mstep: Class 9 contains 48695 members 
Mstep: Class 10 contains 33417 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 29043 members 
Mstep: Class 13 contains 19039 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 77822 members 
Mstep: Class 16 contains 28256 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 4879 members 
Mstep: Class 19 contains 130618 members 
Mstep: Class 20 contains 12202 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 6088 members 
Mstep: Class 24 contains 10884 members 
Mstep: Class 25 contains 131696 members 
Mstep: Class 26 contains 5029 members 
Mstep: Class 27 contains 7305 members 
Mstep: Class 28 contains 8097 members 
Mstep: Class 29 contains 85886 members 
Mstep: Class 30 contains 3234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108933608.000000 Penalty: 66754.359375
Iteration 120F: 31 clusters Score -1.089336e+08 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 90715 members 
Mstep: Class 2 contains 9869 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 3790 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 16657 members 
Mstep: Class 7 contains 20067 members 
Mstep: Class 8 contains 85503 members 
Mstep: Class 9 contains 47829 members 
Mstep: Class 10 contains 33269 members 
Mstep: Class 11 contains 4291 members 
Mstep: Class 12 contains 29038 members 
Mstep: Class 13 contains 19057 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 15 contains 78778 members 
Mstep: Class 16 contains 28500 members 
Mstep: Class 17 contains 8275 members 
Mstep: Class 18 contains 4911 members 
Mstep: Class 19 contains 130500 members 
Mstep: Class 20 contains 12158 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 6051 members 
Mstep: Class 24 contains 10870 members 
Mstep: Class 25 contains 131736 members 
Mstep: Class 26 contains 5015 members 
Mstep: Class 27 contains 7309 members 
Mstep: Class 28 contains 8058 members 
Mstep: Class 29 contains 85843 members 
Mstep: Class 30 contains 3470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108934080.000000 Penalty: 66754.359375
Iteration 121Q: 31 clusters Score -1.089341e+08 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 90471 members 
Mstep: Class 2 contains 9872 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 3919 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 16681 members 
Mstep: Class 7 contains 20213 members 
Mstep: Class 8 contains 85277 members 
Mstep: Class 9 contains 46905 members 
Mstep: Class 10 contains 33137 members 
Mstep: Class 11 contains 4292 members 
Mstep: Class 12 contains 29039 members 
Mstep: Class 13 contains 19071 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 79771 members 
Mstep: Class 16 contains 28744 members 
Mstep: Class 17 contains 8231 members 
Mstep: Class 18 contains 4937 members 
Mstep: Class 19 contains 130383 members 
Mstep: Class 20 contains 12161 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 6006 members 
Mstep: Class 24 contains 10849 members 
Mstep: Class 25 contains 131741 members 
Mstep: Class 26 contains 5012 members 
Mstep: Class 27 contains 7309 members 
Mstep: Class 28 contains 8022 members 
Mstep: Class 29 contains 85889 members 
Mstep: Class 30 contains 3625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108934584.000000 Penalty: 66754.359375
Iteration 122Q: 31 clusters Score -1.089346e+08 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 90182 members 
Mstep: Class 2 contains 9882 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 4005 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 6 contains 16705 members 
Mstep: Class 7 contains 20361 members 
Mstep: Class 8 contains 85079 members 
Mstep: Class 9 contains 45968 members 
Mstep: Class 10 contains 33036 members 
Mstep: Class 11 contains 4294 members 
Mstep: Class 12 contains 29004 members 
Mstep: Class 13 contains 19068 members 
Mstep: Class 14 contains 282 members 
Mstep: Class 15 contains 80768 members 
Mstep: Class 16 contains 28982 members 
Mstep: Class 17 contains 8189 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 130262 members 
Mstep: Class 20 contains 12187 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 979 members 
Mstep: Class 23 contains 5972 members 
Mstep: Class 24 contains 10820 members 
Mstep: Class 25 contains 131804 members 
Mstep: Class 26 contains 5011 members 
Mstep: Class 27 contains 7303 members 
Mstep: Class 28 contains 8003 members 
Mstep: Class 29 contains 85957 members 
Mstep: Class 30 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108934800.000000 Penalty: 66754.359375
Iteration 123Q: 31 clusters Score -1.089348e+08 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 89864 members 
Mstep: Class 2 contains 9896 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 4063 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 16731 members 
Mstep: Class 7 contains 20502 members 
Mstep: Class 8 contains 84913 members 
Mstep: Class 9 contains 45029 members 
Mstep: Class 10 contains 32950 members 
Mstep: Class 11 contains 4292 members 
Mstep: Class 12 contains 28977 members 
Mstep: Class 13 contains 19089 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 81647 members 
Mstep: Class 16 contains 29214 members 
Mstep: Class 17 contains 8163 members 
Mstep: Class 18 contains 4982 members 
Mstep: Class 19 contains 130176 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 979 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 10802 members 
Mstep: Class 25 contains 131901 members 
Mstep: Class 26 contains 5004 members 
Mstep: Class 27 contains 7301 members 
Mstep: Class 28 contains 7979 members 
Mstep: Class 29 contains 86060 members 
Mstep: Class 30 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935432.000000 Penalty: 66754.359375
Iteration 124Q: 31 clusters Score -1.089354e+08 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 89560 members 
Mstep: Class 2 contains 9911 members 
Mstep: Class 3 contains 1411 members 
Mstep: Class 4 contains 4118 members 
Mstep: Class 5 contains 312 members 
Mstep: Class 6 contains 16758 members 
Mstep: Class 7 contains 20632 members 
Mstep: Class 8 contains 84760 members 
Mstep: Class 9 contains 44117 members 
Mstep: Class 10 contains 32840 members 
Mstep: Class 11 contains 4287 members 
Mstep: Class 12 contains 28950 members 
Mstep: Class 13 contains 19138 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 82470 members 
Mstep: Class 16 contains 29428 members 
Mstep: Class 17 contains 8133 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 130159 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 979 members 
Mstep: Class 23 contains 5916 members 
Mstep: Class 24 contains 10773 members 
Mstep: Class 25 contains 132004 members 
Mstep: Class 26 contains 4997 members 
Mstep: Class 27 contains 7300 members 
Mstep: Class 28 contains 7948 members 
Mstep: Class 29 contains 86166 members 
Mstep: Class 30 contains 3955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935800.000000 Penalty: 66754.359375
Iteration 125Q: 31 clusters Score -1.089358e+08 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 89255 members 
Mstep: Class 2 contains 9922 members 
Mstep: Class 3 contains 1408 members 
Mstep: Class 4 contains 4167 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 16782 members 
Mstep: Class 7 contains 20756 members 
Mstep: Class 8 contains 84629 members 
Mstep: Class 9 contains 43240 members 
Mstep: Class 10 contains 32758 members 
Mstep: Class 11 contains 4285 members 
Mstep: Class 12 contains 28913 members 
Mstep: Class 13 contains 19169 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 83238 members 
Mstep: Class 16 contains 29647 members 
Mstep: Class 17 contains 8117 members 
Mstep: Class 18 contains 5031 members 
Mstep: Class 19 contains 130128 members 
Mstep: Class 20 contains 12271 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 978 members 
Mstep: Class 23 contains 5890 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 132104 members 
Mstep: Class 26 contains 4993 members 
Mstep: Class 27 contains 7298 members 
Mstep: Class 28 contains 7919 members 
Mstep: Class 29 contains 86280 members 
Mstep: Class 30 contains 4027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936224.000000 Penalty: 66754.359375
Iteration 126Q: 31 clusters Score -1.089362e+08 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 9941 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 4195 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 16799 members 
Mstep: Class 7 contains 20898 members 
Mstep: Class 8 contains 84528 members 
Mstep: Class 9 contains 42419 members 
Mstep: Class 10 contains 32693 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 28865 members 
Mstep: Class 13 contains 19188 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 83991 members 
Mstep: Class 16 contains 29821 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 5050 members 
Mstep: Class 19 contains 130077 members 
Mstep: Class 20 contains 12279 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5861 members 
Mstep: Class 24 contains 10723 members 
Mstep: Class 25 contains 132214 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 7294 members 
Mstep: Class 28 contains 7894 members 
Mstep: Class 29 contains 86412 members 
Mstep: Class 30 contains 4088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936744.000000 Penalty: 66754.359375
Iteration 127Q: 31 clusters Score -1.089367e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 9954 members 
Mstep: Class 3 contains 1407 members 
Mstep: Class 4 contains 4235 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 16799 members 
Mstep: Class 7 contains 21039 members 
Mstep: Class 8 contains 84426 members 
Mstep: Class 9 contains 41616 members 
Mstep: Class 10 contains 32623 members 
Mstep: Class 11 contains 4287 members 
Mstep: Class 12 contains 28815 members 
Mstep: Class 13 contains 19202 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 84697 members 
Mstep: Class 16 contains 30019 members 
Mstep: Class 17 contains 8090 members 
Mstep: Class 18 contains 5082 members 
Mstep: Class 19 contains 130071 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5841 members 
Mstep: Class 24 contains 10696 members 
Mstep: Class 25 contains 132333 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 7292 members 
Mstep: Class 28 contains 7866 members 
Mstep: Class 29 contains 86505 members 
Mstep: Class 30 contains 4149 members 
Entering Unmasked Estep 
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Iteration 128Q: 31 clusters Score -1.089365e+08 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 88373 members 
Mstep: Class 2 contains 9968 members 
Mstep: Class 3 contains 1408 members 
Mstep: Class 4 contains 4280 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 16819 members 
Mstep: Class 7 contains 21183 members 
Mstep: Class 8 contains 84319 members 
Mstep: Class 9 contains 40827 members 
Mstep: Class 10 contains 32550 members 
Mstep: Class 11 contains 4295 members 
Mstep: Class 12 contains 28734 members 
Mstep: Class 13 contains 19228 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 85394 members 
Mstep: Class 16 contains 30187 members 
Mstep: Class 17 contains 8070 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 130076 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5826 members 
Mstep: Class 24 contains 10681 members 
Mstep: Class 25 contains 132419 members 
Mstep: Class 26 contains 4996 members 
Mstep: Class 27 contains 7289 members 
Mstep: Class 28 contains 7836 members 
Mstep: Class 29 contains 86615 members 
Mstep: Class 30 contains 4201 members 
Entering Unmasked Estep 
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Iteration 129Q: 31 clusters Score -1.089366e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 88141 members 
Mstep: Class 2 contains 9970 members 
Mstep: Class 3 contains 1408 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 16851 members 
Mstep: Class 7 contains 21342 members 
Mstep: Class 8 contains 84208 members 
Mstep: Class 9 contains 40102 members 
Mstep: Class 10 contains 32462 members 
Mstep: Class 11 contains 4303 members 
Mstep: Class 12 contains 28653 members 
Mstep: Class 13 contains 19199 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 86042 members 
Mstep: Class 16 contains 30361 members 
Mstep: Class 17 contains 8049 members 
Mstep: Class 18 contains 5123 members 
Mstep: Class 19 contains 130125 members 
Mstep: Class 20 contains 12321 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 10667 members 
Mstep: Class 25 contains 132454 members 
Mstep: Class 26 contains 4994 members 
Mstep: Class 27 contains 7289 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 86720 members 
Mstep: Class 30 contains 4249 members 
Entering Unmasked Estep 
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Iteration 130Q: 31 clusters Score -1.08937e+08 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 9968 members 
Mstep: Class 3 contains 1407 members 
Mstep: Class 4 contains 4381 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 16861 members 
Mstep: Class 7 contains 21503 members 
Mstep: Class 8 contains 84117 members 
Mstep: Class 9 contains 39405 members 
Mstep: Class 10 contains 32394 members 
Mstep: Class 11 contains 4311 members 
Mstep: Class 12 contains 28566 members 
Mstep: Class 13 contains 19168 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 86619 members 
Mstep: Class 16 contains 30571 members 
Mstep: Class 17 contains 8031 members 
Mstep: Class 18 contains 5148 members 
Mstep: Class 19 contains 130195 members 
Mstep: Class 20 contains 12333 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5779 members 
Mstep: Class 24 contains 10647 members 
Mstep: Class 25 contains 132473 members 
Mstep: Class 26 contains 4992 members 
Mstep: Class 27 contains 7289 members 
Mstep: Class 28 contains 7783 members 
Mstep: Class 29 contains 86807 members 
Mstep: Class 30 contains 4289 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 31 clusters Score -1.089368e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 87769 members 
Mstep: Class 2 contains 9963 members 
Mstep: Class 3 contains 1407 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 16881 members 
Mstep: Class 7 contains 21649 members 
Mstep: Class 8 contains 84009 members 
Mstep: Class 9 contains 38798 members 
Mstep: Class 10 contains 32340 members 
Mstep: Class 11 contains 4328 members 
Mstep: Class 12 contains 28502 members 
Mstep: Class 13 contains 19141 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 87093 members 
Mstep: Class 16 contains 30774 members 
Mstep: Class 17 contains 8007 members 
Mstep: Class 18 contains 5179 members 
Mstep: Class 19 contains 130242 members 
Mstep: Class 20 contains 12351 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 978 members 
Mstep: Class 23 contains 5753 members 
Mstep: Class 24 contains 10619 members 
Mstep: Class 25 contains 132491 members 
Mstep: Class 26 contains 4990 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 7759 members 
Mstep: Class 29 contains 86897 members 
Mstep: Class 30 contains 4331 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 31 clusters Score -1.089373e+08 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 87614 members 
Mstep: Class 2 contains 9971 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 16911 members 
Mstep: Class 7 contains 21816 members 
Mstep: Class 8 contains 83931 members 
Mstep: Class 9 contains 38248 members 
Mstep: Class 10 contains 32288 members 
Mstep: Class 11 contains 4341 members 
Mstep: Class 12 contains 28472 members 
Mstep: Class 13 contains 19086 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 87498 members 
Mstep: Class 16 contains 30957 members 
Mstep: Class 17 contains 7997 members 
Mstep: Class 18 contains 5215 members 
Mstep: Class 19 contains 130266 members 
Mstep: Class 20 contains 12366 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 978 members 
Mstep: Class 23 contains 5715 members 
Mstep: Class 24 contains 10588 members 
Mstep: Class 25 contains 132517 members 
Mstep: Class 26 contains 4986 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 7741 members 
Mstep: Class 29 contains 86947 members 
Mstep: Class 30 contains 4363 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 31 clusters Score -1.089375e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 9981 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 16932 members 
Mstep: Class 7 contains 21997 members 
Mstep: Class 8 contains 83906 members 
Mstep: Class 9 contains 37733 members 
Mstep: Class 10 contains 32217 members 
Mstep: Class 11 contains 4350 members 
Mstep: Class 12 contains 28429 members 
Mstep: Class 13 contains 19019 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 87894 members 
Mstep: Class 16 contains 31113 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 5254 members 
Mstep: Class 19 contains 130259 members 
Mstep: Class 20 contains 12375 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 979 members 
Mstep: Class 23 contains 5688 members 
Mstep: Class 24 contains 10553 members 
Mstep: Class 25 contains 132536 members 
Mstep: Class 26 contains 4992 members 
Mstep: Class 27 contains 7287 members 
Mstep: Class 28 contains 7712 members 
Mstep: Class 29 contains 87015 members 
Mstep: Class 30 contains 4392 members 
Entering Unmasked Estep 
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Iteration 134Q: 31 clusters Score -1.089378e+08 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 87347 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 1404 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 16953 members 
Mstep: Class 7 contains 22203 members 
Mstep: Class 8 contains 83865 members 
Mstep: Class 9 contains 37262 members 
Mstep: Class 10 contains 32143 members 
Mstep: Class 11 contains 4357 members 
Mstep: Class 12 contains 28379 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 88235 members 
Mstep: Class 16 contains 31274 members 
Mstep: Class 17 contains 7965 members 
Mstep: Class 18 contains 5291 members 
Mstep: Class 19 contains 130247 members 
Mstep: Class 20 contains 12387 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 979 members 
Mstep: Class 23 contains 5662 members 
Mstep: Class 24 contains 10518 members 
Mstep: Class 25 contains 132554 members 
Mstep: Class 26 contains 4989 members 
Mstep: Class 27 contains 7286 members 
Mstep: Class 28 contains 7684 members 
Mstep: Class 29 contains 87108 members 
Mstep: Class 30 contains 4421 members 
Entering Unmasked Estep 
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Iteration 135Q: 31 clusters Score -1.089378e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 87209 members 
Mstep: Class 2 contains 10003 members 
Mstep: Class 3 contains 1403 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 16978 members 
Mstep: Class 7 contains 22413 members 
Mstep: Class 8 contains 83853 members 
Mstep: Class 9 contains 36808 members 
Mstep: Class 10 contains 32061 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 12 contains 28304 members 
Mstep: Class 13 contains 18888 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 88512 members 
Mstep: Class 16 contains 31401 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 18 contains 5321 members 
Mstep: Class 19 contains 130267 members 
Mstep: Class 20 contains 12400 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 979 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 10496 members 
Mstep: Class 25 contains 132578 members 
Mstep: Class 26 contains 4989 members 
Mstep: Class 27 contains 7286 members 
Mstep: Class 28 contains 7651 members 
Mstep: Class 29 contains 87228 members 
Mstep: Class 30 contains 4451 members 
Entering Unmasked Estep 
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Iteration 136Q: 31 clusters Score -1.089381e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 87107 members 
Mstep: Class 2 contains 10018 members 
Mstep: Class 3 contains 1401 members 
Mstep: Class 4 contains 4541 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 17004 members 
Mstep: Class 7 contains 22645 members 
Mstep: Class 8 contains 83837 members 
Mstep: Class 9 contains 36406 members 
Mstep: Class 10 contains 31957 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 12 contains 28247 members 
Mstep: Class 13 contains 18836 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 88753 members 
Mstep: Class 16 contains 31507 members 
Mstep: Class 17 contains 7916 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 19 contains 130293 members 
Mstep: Class 20 contains 12406 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 10482 members 
Mstep: Class 25 contains 132600 members 
Mstep: Class 26 contains 4989 members 
Mstep: Class 27 contains 7283 members 
Mstep: Class 28 contains 7629 members 
Mstep: Class 29 contains 87302 members 
Mstep: Class 30 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 31 clusters Score -1.089383e+08 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 10032 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 4556 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 17036 members 
Mstep: Class 7 contains 22872 members 
Mstep: Class 8 contains 83817 members 
Mstep: Class 9 contains 36067 members 
Mstep: Class 10 contains 31872 members 
Mstep: Class 11 contains 4369 members 
Mstep: Class 12 contains 28187 members 
Mstep: Class 13 contains 18790 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 88978 members 
Mstep: Class 16 contains 31578 members 
Mstep: Class 17 contains 7893 members 
Mstep: Class 18 contains 5344 members 
Mstep: Class 19 contains 130333 members 
Mstep: Class 20 contains 12417 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 5614 members 
Mstep: Class 24 contains 10466 members 
Mstep: Class 25 contains 132588 members 
Mstep: Class 26 contains 4992 members 
Mstep: Class 27 contains 7282 members 
Mstep: Class 28 contains 7603 members 
Mstep: Class 29 contains 87361 members 
Mstep: Class 30 contains 4522 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 31 clusters Score -1.089383e+08 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 10039 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 17061 members 
Mstep: Class 7 contains 23082 members 
Mstep: Class 8 contains 83765 members 
Mstep: Class 9 contains 35756 members 
Mstep: Class 10 contains 31782 members 
Mstep: Class 11 contains 4376 members 
Mstep: Class 12 contains 28135 members 
Mstep: Class 13 contains 18751 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 89199 members 
Mstep: Class 16 contains 31660 members 
Mstep: Class 17 contains 7876 members 
Mstep: Class 18 contains 5335 members 
Mstep: Class 19 contains 130362 members 
Mstep: Class 20 contains 12427 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 10450 members 
Mstep: Class 25 contains 132609 members 
Mstep: Class 26 contains 4996 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 7582 members 
Mstep: Class 29 contains 87412 members 
Mstep: Class 30 contains 4545 members 
Entering Unmasked Estep 
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Iteration 139Q: 31 clusters Score -1.089384e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 86831 members 
Mstep: Class 2 contains 10039 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 4604 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 17084 members 
Mstep: Class 7 contains 23288 members 
Mstep: Class 8 contains 83723 members 
Mstep: Class 9 contains 35451 members 
Mstep: Class 10 contains 31704 members 
Mstep: Class 11 contains 4380 members 
Mstep: Class 12 contains 28086 members 
Mstep: Class 13 contains 18718 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 89365 members 
Mstep: Class 16 contains 31745 members 
Mstep: Class 17 contains 7861 members 
Mstep: Class 18 contains 5328 members 
Mstep: Class 19 contains 130429 members 
Mstep: Class 20 contains 12440 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 5590 members 
Mstep: Class 24 contains 10434 members 
Mstep: Class 25 contains 132633 members 
Mstep: Class 26 contains 4991 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 7564 members 
Mstep: Class 29 contains 87433 members 
Mstep: Class 30 contains 4578 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 31 clusters Score -1.089388e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 86764 members 
Mstep: Class 2 contains 10040 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 4629 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17104 members 
Mstep: Class 7 contains 23473 members 
Mstep: Class 8 contains 83671 members 
Mstep: Class 9 contains 35205 members 
Mstep: Class 10 contains 31638 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 12 contains 28038 members 
Mstep: Class 13 contains 18679 members 
Mstep: Class 14 contains 276 members 
Mstep: Class 15 contains 89502 members 
Mstep: Class 16 contains 31810 members 
Mstep: Class 17 contains 7846 members 
Mstep: Class 18 contains 5326 members 
Mstep: Class 19 contains 130480 members 
Mstep: Class 20 contains 12447 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 10418 members 
Mstep: Class 25 contains 132645 members 
Mstep: Class 26 contains 4989 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 7550 members 
Mstep: Class 29 contains 87462 members 
Mstep: Class 30 contains 4611 members 
Entering Unmasked Estep 
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Iteration 141Q: 31 clusters Score -1.089392e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 10046 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4649 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 17116 members 
Mstep: Class 7 contains 23656 members 
Mstep: Class 8 contains 83647 members 
Mstep: Class 9 contains 35004 members 
Mstep: Class 10 contains 31582 members 
Mstep: Class 11 contains 4401 members 
Mstep: Class 12 contains 28000 members 
Mstep: Class 13 contains 18649 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 89613 members 
Mstep: Class 16 contains 31844 members 
Mstep: Class 17 contains 7828 members 
Mstep: Class 18 contains 5317 members 
Mstep: Class 19 contains 130527 members 
Mstep: Class 20 contains 12449 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 10399 members 
Mstep: Class 25 contains 132644 members 
Mstep: Class 26 contains 4988 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 7538 members 
Mstep: Class 29 contains 87485 members 
Mstep: Class 30 contains 4644 members 
Entering Unmasked Estep 
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Iteration 142Q: 31 clusters Score -1.089392e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86639 members 
Mstep: Class 2 contains 10041 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4673 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 17128 members 
Mstep: Class 7 contains 23838 members 
Mstep: Class 8 contains 83606 members 
Mstep: Class 9 contains 34833 members 
Mstep: Class 10 contains 31543 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 27973 members 
Mstep: Class 13 contains 18603 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 89702 members 
Mstep: Class 16 contains 31878 members 
Mstep: Class 17 contains 7810 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 130558 members 
Mstep: Class 20 contains 12455 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 10381 members 
Mstep: Class 25 contains 132655 members 
Mstep: Class 26 contains 4981 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 7527 members 
Mstep: Class 29 contains 87532 members 
Mstep: Class 30 contains 4674 members 
Entering Unmasked Estep 
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Iteration 143Q: 31 clusters Score -1.08939e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86584 members 
Mstep: Class 2 contains 10045 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4700 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 17141 members 
Mstep: Class 7 contains 24012 members 
Mstep: Class 8 contains 83570 members 
Mstep: Class 9 contains 34664 members 
Mstep: Class 10 contains 31512 members 
Mstep: Class 11 contains 4415 members 
Mstep: Class 12 contains 27949 members 
Mstep: Class 13 contains 18565 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 89791 members 
Mstep: Class 16 contains 31914 members 
Mstep: Class 17 contains 7791 members 
Mstep: Class 18 contains 5280 members 
Mstep: Class 19 contains 130559 members 
Mstep: Class 20 contains 12456 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 5553 members 
Mstep: Class 24 contains 10369 members 
Mstep: Class 25 contains 132679 members 
Mstep: Class 26 contains 4968 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 7517 members 
Mstep: Class 29 contains 87572 members 
Mstep: Class 30 contains 4696 members 
Entering Unmasked Estep 
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Iteration 144Q: 31 clusters Score -1.089389e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86538 members 
Mstep: Class 2 contains 10048 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4724 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17162 members 
Mstep: Class 7 contains 24168 members 
Mstep: Class 8 contains 83540 members 
Mstep: Class 9 contains 34533 members 
Mstep: Class 10 contains 31463 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 27927 members 
Mstep: Class 13 contains 18511 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 89899 members 
Mstep: Class 16 contains 31943 members 
Mstep: Class 17 contains 7772 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 130537 members 
Mstep: Class 20 contains 12458 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 980 members 
Mstep: Class 23 contains 5541 members 
Mstep: Class 24 contains 10361 members 
Mstep: Class 25 contains 132678 members 
Mstep: Class 26 contains 4965 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 7509 members 
Mstep: Class 29 contains 87625 members 
Mstep: Class 30 contains 4712 members 
Entering Unmasked Estep 
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Iteration 145Q: 31 clusters Score -1.089393e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 10048 members 
Mstep: Class 3 contains 1386 members 
Mstep: Class 4 contains 4744 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17187 members 
Mstep: Class 7 contains 24334 members 
Mstep: Class 8 contains 83501 members 
Mstep: Class 9 contains 34422 members 
Mstep: Class 10 contains 31398 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 27903 members 
Mstep: Class 13 contains 18450 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 89995 members 
Mstep: Class 16 contains 31968 members 
Mstep: Class 17 contains 7756 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 130516 members 
Mstep: Class 20 contains 12463 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 980 members 
Mstep: Class 23 contains 5529 members 
Mstep: Class 24 contains 10355 members 
Mstep: Class 25 contains 132670 members 
Mstep: Class 26 contains 4965 members 
Mstep: Class 27 contains 7292 members 
Mstep: Class 28 contains 7504 members 
Mstep: Class 29 contains 87687 members 
Mstep: Class 30 contains 4732 members 
Entering Unmasked Estep 
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Iteration 146Q: 31 clusters Score -1.089395e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86451 members 
Mstep: Class 2 contains 10047 members 
Mstep: Class 3 contains 1384 members 
Mstep: Class 4 contains 4763 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17205 members 
Mstep: Class 7 contains 24469 members 
Mstep: Class 8 contains 83472 members 
Mstep: Class 9 contains 34321 members 
Mstep: Class 10 contains 31362 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 27883 members 
Mstep: Class 13 contains 18384 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 90070 members 
Mstep: Class 16 contains 31988 members 
Mstep: Class 17 contains 7751 members 
Mstep: Class 18 contains 5234 members 
Mstep: Class 19 contains 130499 members 
Mstep: Class 20 contains 12466 members 
Mstep: Class 21 contains 197 members 
Mstep: Class 22 contains 979 members 
Mstep: Class 23 contains 5520 members 
Mstep: Class 24 contains 10345 members 
Mstep: Class 25 contains 132692 members 
Mstep: Class 26 contains 4967 members 
Mstep: Class 27 contains 7295 members 
Mstep: Class 28 contains 7496 members 
Mstep: Class 29 contains 87723 members 
Mstep: Class 30 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939616.000000 Penalty: 66754.359375
Iteration 147Q: 31 clusters Score -1.089396e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86419 members 
Mstep: Class 2 contains 10045 members 
Mstep: Class 3 contains 1386 members 
Mstep: Class 4 contains 4781 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17217 members 
Mstep: Class 7 contains 24616 members 
Mstep: Class 8 contains 83456 members 
Mstep: Class 9 contains 34216 members 
Mstep: Class 10 contains 31326 members 
Mstep: Class 11 contains 4449 members 
Mstep: Class 12 contains 27862 members 
Mstep: Class 13 contains 18334 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 90163 members 
Mstep: Class 16 contains 32014 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 130467 members 
Mstep: Class 20 contains 12464 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5511 members 
Mstep: Class 24 contains 10332 members 
Mstep: Class 25 contains 132691 members 
Mstep: Class 26 contains 4970 members 
Mstep: Class 27 contains 7295 members 
Mstep: Class 28 contains 7483 members 
Mstep: Class 29 contains 87769 members 
Mstep: Class 30 contains 4774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939632.000000 Penalty: 66754.359375
Iteration 148Q: 31 clusters Score -1.089396e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 10044 members 
Mstep: Class 3 contains 1386 members 
Mstep: Class 4 contains 4787 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17240 members 
Mstep: Class 7 contains 24795 members 
Mstep: Class 8 contains 83464 members 
Mstep: Class 9 contains 34126 members 
Mstep: Class 10 contains 31292 members 
Mstep: Class 11 contains 4456 members 
Mstep: Class 12 contains 27834 members 
Mstep: Class 13 contains 18265 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 90235 members 
Mstep: Class 16 contains 32031 members 
Mstep: Class 17 contains 7737 members 
Mstep: Class 18 contains 5161 members 
Mstep: Class 19 contains 130449 members 
Mstep: Class 20 contains 12463 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5504 members 
Mstep: Class 24 contains 10322 members 
Mstep: Class 25 contains 132674 members 
Mstep: Class 26 contains 4970 members 
Mstep: Class 27 contains 7294 members 
Mstep: Class 28 contains 7471 members 
Mstep: Class 29 contains 87800 members 
Mstep: Class 30 contains 4788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939616.000000 Penalty: 66754.359375
Iteration 149Q: 31 clusters Score -1.089396e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86375 members 
Mstep: Class 2 contains 10050 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17258 members 
Mstep: Class 7 contains 24966 members 
Mstep: Class 8 contains 83445 members 
Mstep: Class 9 contains 34055 members 
Mstep: Class 10 contains 31262 members 
Mstep: Class 11 contains 4461 members 
Mstep: Class 12 contains 27808 members 
Mstep: Class 13 contains 18210 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 90291 members 
Mstep: Class 16 contains 32051 members 
Mstep: Class 17 contains 7731 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 130424 members 
Mstep: Class 20 contains 12464 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5498 members 
Mstep: Class 24 contains 10308 members 
Mstep: Class 25 contains 132681 members 
Mstep: Class 26 contains 4966 members 
Mstep: Class 27 contains 7295 members 
Mstep: Class 28 contains 7448 members 
Mstep: Class 29 contains 87835 members 
Mstep: Class 30 contains 4803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939800.000000 Penalty: 66754.359375
Iteration 150Q: 31 clusters Score -1.089398e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86351 members 
Mstep: Class 2 contains 10055 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 4800 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17282 members 
Mstep: Class 7 contains 25166 members 
Mstep: Class 8 contains 83423 members 
Mstep: Class 9 contains 33989 members 
Mstep: Class 10 contains 31245 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 27789 members 
Mstep: Class 13 contains 18133 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 90336 members 
Mstep: Class 16 contains 32065 members 
Mstep: Class 17 contains 7722 members 
Mstep: Class 18 contains 5064 members 
Mstep: Class 19 contains 130420 members 
Mstep: Class 20 contains 12467 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5492 members 
Mstep: Class 24 contains 10297 members 
Mstep: Class 25 contains 132673 members 
Mstep: Class 26 contains 4960 members 
Mstep: Class 27 contains 7296 members 
Mstep: Class 28 contains 7433 members 
Mstep: Class 29 contains 87871 members 
Mstep: Class 30 contains 4809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940040.000000 Penalty: 66754.359375
Iteration 151Q: 31 clusters Score -1.0894e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 10056 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17300 members 
Mstep: Class 7 contains 25336 members 
Mstep: Class 8 contains 83372 members 
Mstep: Class 9 contains 33938 members 
Mstep: Class 10 contains 31222 members 
Mstep: Class 11 contains 4473 members 
Mstep: Class 12 contains 27764 members 
Mstep: Class 13 contains 18087 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 90370 members 
Mstep: Class 16 contains 32091 members 
Mstep: Class 17 contains 7721 members 
Mstep: Class 18 contains 4997 members 
Mstep: Class 19 contains 130415 members 
Mstep: Class 20 contains 12470 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 5488 members 
Mstep: Class 24 contains 10291 members 
Mstep: Class 25 contains 132689 members 
Mstep: Class 26 contains 4960 members 
Mstep: Class 27 contains 7297 members 
Mstep: Class 28 contains 7420 members 
Mstep: Class 29 contains 87912 members 
Mstep: Class 30 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940040.000000 Penalty: 66754.359375
Iteration 152Q: 31 clusters Score -1.0894e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86285 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4802 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17314 members 
Mstep: Class 7 contains 25501 members 
Mstep: Class 8 contains 83358 members 
Mstep: Class 9 contains 33871 members 
Mstep: Class 10 contains 31193 members 
Mstep: Class 11 contains 4474 members 
Mstep: Class 12 contains 27742 members 
Mstep: Class 13 contains 18045 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 90410 members 
Mstep: Class 16 contains 32113 members 
Mstep: Class 17 contains 7721 members 
Mstep: Class 18 contains 4936 members 
Mstep: Class 19 contains 130411 members 
Mstep: Class 20 contains 12474 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5487 members 
Mstep: Class 24 contains 10285 members 
Mstep: Class 25 contains 132697 members 
Mstep: Class 26 contains 4959 members 
Mstep: Class 27 contains 7299 members 
Mstep: Class 28 contains 7414 members 
Mstep: Class 29 contains 87934 members 
Mstep: Class 30 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939880.000000 Penalty: 66754.359375
Iteration 153Q: 31 clusters Score -1.089399e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86248 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17318 members 
Mstep: Class 7 contains 25671 members 
Mstep: Class 8 contains 83349 members 
Mstep: Class 9 contains 33810 members 
Mstep: Class 10 contains 31168 members 
Mstep: Class 11 contains 4478 members 
Mstep: Class 12 contains 27715 members 
Mstep: Class 13 contains 17999 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 90462 members 
Mstep: Class 16 contains 32126 members 
Mstep: Class 17 contains 7723 members 
Mstep: Class 18 contains 4882 members 
Mstep: Class 19 contains 130401 members 
Mstep: Class 20 contains 12477 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5483 members 
Mstep: Class 24 contains 10275 members 
Mstep: Class 25 contains 132701 members 
Mstep: Class 26 contains 4958 members 
Mstep: Class 27 contains 7302 members 
Mstep: Class 28 contains 7408 members 
Mstep: Class 29 contains 87963 members 
Mstep: Class 30 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939944.000000 Penalty: 66754.359375
Iteration 154Q: 31 clusters Score -1.089399e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86227 members 
Mstep: Class 2 contains 10058 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17327 members 
Mstep: Class 7 contains 25819 members 
Mstep: Class 8 contains 83337 members 
Mstep: Class 9 contains 33739 members 
Mstep: Class 10 contains 31140 members 
Mstep: Class 11 contains 4479 members 
Mstep: Class 12 contains 27697 members 
Mstep: Class 13 contains 17973 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 90503 members 
Mstep: Class 16 contains 32143 members 
Mstep: Class 17 contains 7723 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 130399 members 
Mstep: Class 20 contains 12478 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5482 members 
Mstep: Class 24 contains 10273 members 
Mstep: Class 25 contains 132706 members 
Mstep: Class 26 contains 4960 members 
Mstep: Class 27 contains 7302 members 
Mstep: Class 28 contains 7402 members 
Mstep: Class 29 contains 87984 members 
Mstep: Class 30 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939824.000000 Penalty: 66754.359375
Iteration 155Q: 31 clusters Score -1.089398e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4802 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17331 members 
Mstep: Class 7 contains 25951 members 
Mstep: Class 8 contains 83340 members 
Mstep: Class 9 contains 33676 members 
Mstep: Class 10 contains 31105 members 
Mstep: Class 11 contains 4478 members 
Mstep: Class 12 contains 27672 members 
Mstep: Class 13 contains 17946 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 90542 members 
Mstep: Class 16 contains 32164 members 
Mstep: Class 17 contains 7723 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 130397 members 
Mstep: Class 20 contains 12478 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5482 members 
Mstep: Class 24 contains 10268 members 
Mstep: Class 25 contains 132708 members 
Mstep: Class 26 contains 4961 members 
Mstep: Class 27 contains 7304 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 88003 members 
Mstep: Class 30 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939872.000000 Penalty: 66754.359375
Iteration 156Q: 31 clusters Score -1.089399e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 10065 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17338 members 
Mstep: Class 7 contains 26058 members 
Mstep: Class 8 contains 83353 members 
Mstep: Class 9 contains 33619 members 
Mstep: Class 10 contains 31094 members 
Mstep: Class 11 contains 4484 members 
Mstep: Class 12 contains 27647 members 
Mstep: Class 13 contains 17911 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 90581 members 
Mstep: Class 16 contains 32179 members 
Mstep: Class 17 contains 7722 members 
Mstep: Class 18 contains 4762 members 
Mstep: Class 19 contains 130393 members 
Mstep: Class 20 contains 12478 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5480 members 
Mstep: Class 24 contains 10263 members 
Mstep: Class 25 contains 132716 members 
Mstep: Class 26 contains 4961 members 
Mstep: Class 27 contains 7305 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 88012 members 
Mstep: Class 30 contains 4815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939984.000000 Penalty: 66754.359375
Iteration 157Q: 31 clusters Score -1.0894e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86149 members 
Mstep: Class 2 contains 10071 members 
Mstep: Class 3 contains 1391 members 
Mstep: Class 4 contains 4802 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17337 members 
Mstep: Class 7 contains 26182 members 
Mstep: Class 8 contains 83359 members 
Mstep: Class 9 contains 33567 members 
Mstep: Class 10 contains 31076 members 
Mstep: Class 11 contains 4477 members 
Mstep: Class 12 contains 27634 members 
Mstep: Class 13 contains 17872 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 90600 members 
Mstep: Class 16 contains 32194 members 
Mstep: Class 17 contains 7723 members 
Mstep: Class 18 contains 4726 members 
Mstep: Class 19 contains 130399 members 
Mstep: Class 20 contains 12475 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5478 members 
Mstep: Class 24 contains 10257 members 
Mstep: Class 25 contains 132733 members 
Mstep: Class 26 contains 4961 members 
Mstep: Class 27 contains 7307 members 
Mstep: Class 28 contains 7377 members 
Mstep: Class 29 contains 88025 members 
Mstep: Class 30 contains 4815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940136.000000 Penalty: 66754.359375
Iteration 158Q: 31 clusters Score -1.089401e+08 nChanged 478
Entering ConstructFrom: 
Score: -108940136.000000 Penalty: 66754.359375
Entering ConstructFrom: 
Trying to split cluster 1 (86111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86111 members 
Entering Unmasked Estep 
Score: -10965648.000000 Penalty: 1846.551392
	Iteration 0F: 2 clusters Score -1.096565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -10909042.000000 Penalty: 3693.102783
	Iteration 0F: 3 clusters Score -1.090904e+07 nChanged 40825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -10933300.000000 Penalty: 3693.102783
	Iteration 1F: 3 clusters Score -1.09333e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -10935123.000000 Penalty: 3693.102783
	Iteration 2Q: 3 clusters Score -1.093512e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -10938160.000000 Penalty: 3693.102783
	Iteration 3F: 3 clusters Score -1.093816e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -10943207.000000 Penalty: 3693.102783
	Iteration 4F: 3 clusters Score -1.094321e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71590 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -10950112.000000 Penalty: 3693.102783
	Iteration 5F: 3 clusters Score -1.095011e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -10956997.000000 Penalty: 3693.102783
	Iteration 6F: 3 clusters Score -1.0957e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82982 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -10961254.000000 Penalty: 3693.102783
	Iteration 7F: 3 clusters Score -1.096125e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84973 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10963111.000000 Penalty: 3693.102783
	Iteration 8Q: 3 clusters Score -1.096311e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -10963652.000000 Penalty: 3693.102783
	Iteration 9Q: 3 clusters Score -1.096365e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85814 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10963859.000000 Penalty: 3693.102783
	Iteration 10Q: 3 clusters Score -1.096386e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85876 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10963927.000000 Penalty: 3693.102783
	Iteration 11Q: 3 clusters Score -1.096393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85898 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10963972.000000 Penalty: 3693.102783
	Iteration 12Q: 3 clusters Score -1.096397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10964001.000000 Penalty: 3693.102783
	Iteration 13Q: 3 clusters Score -1.0964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85913 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10964021.000000 Penalty: 3693.102783
	Iteration 14Q: 3 clusters Score -1.096402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10964031.000000 Penalty: 3693.102783
	Iteration 15Q: 3 clusters Score -1.096403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10964040.000000 Penalty: 3693.102783
	Iteration 16Q: 3 clusters Score -1.096404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10964040.000000 Penalty: 3693.102783
	Iteration 17Q: 3 clusters Score -1.096404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10964042.000000 Penalty: 3693.102783
	Iteration 18Q: 3 clusters Score -1.096404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10964037.000000 Penalty: 3693.102783
	Iteration 19Q: 3 clusters Score -1.096404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10964038.000000 Penalty: 3693.102783
	Iteration 20F: 3 clusters Score -1.096404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Entering Unmasked Estep 
Score: -1271697.750000 Penalty: 1497.829956
	Iteration 0F: 2 clusters Score -1271698 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 5046 members 
Entering Unmasked Estep 
Score: -1264434.500000 Penalty: 2995.659912
	Iteration 0F: 3 clusters Score -1264434 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1266805.750000 Penalty: 2995.659912
	Iteration 1F: 3 clusters Score -1266806 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1267123.750000 Penalty: 2995.659912
	Iteration 2F: 3 clusters Score -1267124 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1267386.250000 Penalty: 2995.659912
	Iteration 3F: 3 clusters Score -1267386 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1267654.875000 Penalty: 2995.659912
	Iteration 4F: 3 clusters Score -1267655 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1267866.625000 Penalty: 2995.659912
	Iteration 5Q: 3 clusters Score -1267867 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1268058.000000 Penalty: 2995.659912
	Iteration 6Q: 3 clusters Score -1268058 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1268187.000000 Penalty: 2995.659912
	Iteration 7Q: 3 clusters Score -1268187 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1268322.500000 Penalty: 2995.659912
	Iteration 8Q: 3 clusters Score -1268322 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1268473.625000 Penalty: 2995.659912
	Iteration 9Q: 3 clusters Score -1268474 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1268629.750000 Penalty: 2995.659912
	Iteration 10Q: 3 clusters Score -1268630 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1268802.625000 Penalty: 2995.659912
	Iteration 11Q: 3 clusters Score -1268803 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1269017.625000 Penalty: 2995.659912
	Iteration 12Q: 3 clusters Score -1269018 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1269213.625000 Penalty: 2995.659912
	Iteration 13Q: 3 clusters Score -1269214 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1269398.125000 Penalty: 2995.659912
	Iteration 14Q: 3 clusters Score -1269398 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1269557.375000 Penalty: 2995.659912
	Iteration 15Q: 3 clusters Score -1269557 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1269696.875000 Penalty: 2995.659912
	Iteration 16Q: 3 clusters Score -1269697 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1269784.000000 Penalty: 2995.659912
	Iteration 17Q: 3 clusters Score -1269784 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1269859.125000 Penalty: 2995.659912
	Iteration 18Q: 3 clusters Score -1269859 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1269909.625000 Penalty: 2995.659912
	Iteration 19Q: 3 clusters Score -1269910 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1269960.250000 Penalty: 2995.659912
	Iteration 20F: 3 clusters Score -1269960 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1269994.875000 Penalty: 2995.659912
	Iteration 21Q: 3 clusters Score -1269995 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1270033.375000 Penalty: 2995.659912
	Iteration 22Q: 3 clusters Score -1270033 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1270069.000000 Penalty: 2995.659912
	Iteration 23Q: 3 clusters Score -1270069 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1270098.875000 Penalty: 2995.659912
	Iteration 24Q: 3 clusters Score -1270099 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1270129.375000 Penalty: 2995.659912
	Iteration 25Q: 3 clusters Score -1270129 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1270151.750000 Penalty: 2995.659912
	Iteration 26Q: 3 clusters Score -1270152 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1270169.000000 Penalty: 2995.659912
	Iteration 27Q: 3 clusters Score -1270169 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1270183.750000 Penalty: 2995.659912
	Iteration 28Q: 3 clusters Score -1270184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1270198.875000 Penalty: 2995.659912
	Iteration 29Q: 3 clusters Score -1270199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1270220.125000 Penalty: 2995.659912
	Iteration 30Q: 3 clusters Score -1270220 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1270238.625000 Penalty: 2995.659912
	Iteration 31Q: 3 clusters Score -1270239 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1270253.375000 Penalty: 2995.659912
	Iteration 32Q: 3 clusters Score -1270253 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1270270.875000 Penalty: 2995.659912
	Iteration 33Q: 3 clusters Score -1270271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1270282.375000 Penalty: 2995.659912
	Iteration 34Q: 3 clusters Score -1270282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1270299.375000 Penalty: 2995.659912
	Iteration 35Q: 3 clusters Score -1270299 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1270311.375000 Penalty: 2995.659912
	Iteration 36Q: 3 clusters Score -1270311 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1270320.375000 Penalty: 2995.659912
	Iteration 37Q: 3 clusters Score -1270320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1270324.375000 Penalty: 2995.659912
	Iteration 38Q: 3 clusters Score -1270324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1270330.875000 Penalty: 2995.659912
	Iteration 39Q: 3 clusters Score -1270331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1270335.375000 Penalty: 2995.659912
	Iteration 40F: 3 clusters Score -1270335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1270343.250000 Penalty: 2995.659912
	Iteration 41Q: 3 clusters Score -1270343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1270351.125000 Penalty: 2995.659912
	Iteration 42Q: 3 clusters Score -1270351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1270355.000000 Penalty: 2995.659912
	Iteration 43Q: 3 clusters Score -1270355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1270363.125000 Penalty: 2995.659912
	Iteration 44Q: 3 clusters Score -1270363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1270364.375000 Penalty: 2995.659912
	Iteration 45Q: 3 clusters Score -1270364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1270374.625000 Penalty: 2995.659912
	Iteration 46Q: 3 clusters Score -1270375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1270381.750000 Penalty: 2995.659912
	Iteration 47Q: 3 clusters Score -1270382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1270383.500000 Penalty: 2995.659912
	Iteration 48Q: 3 clusters Score -1270384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1270388.500000 Penalty: 2995.659912
	Iteration 49Q: 3 clusters Score -1270388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1270389.500000 Penalty: 2995.659912
	Iteration 50Q: 3 clusters Score -1270390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1270391.750000 Penalty: 2995.659912
	Iteration 51Q: 3 clusters Score -1270392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1270395.750000 Penalty: 2995.659912
	Iteration 52Q: 3 clusters Score -1270396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1270399.750000 Penalty: 2995.659912
	Iteration 53Q: 3 clusters Score -1270400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1270399.375000 Penalty: 2995.659912
	Iteration 54Q: 3 clusters Score -1270399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1270401.500000 Penalty: 2995.659912
	Iteration 55Q: 3 clusters Score -1270402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1270402.500000 Penalty: 2995.659912
	Iteration 56Q: 3 clusters Score -1270402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1270401.625000 Penalty: 2995.659912
	Iteration 57Q: 3 clusters Score -1270402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1270402.125000 Penalty: 2995.659912
	Iteration 58Q: 3 clusters Score -1270402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1270402.000000 Penalty: 2995.659912
	Iteration 59Q: 3 clusters Score -1270402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1270404.375000 Penalty: 2995.659912
	Iteration 60F: 3 clusters Score -1270404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1270403.500000 Penalty: 2995.659912
	Iteration 61Q: 3 clusters Score -1270404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1270403.125000 Penalty: 2995.659912
	Iteration 62Q: 3 clusters Score -1270403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1270404.375000 Penalty: 2995.659912
	Iteration 63Q: 3 clusters Score -1270404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1270406.625000 Penalty: 2995.659912
	Iteration 64Q: 3 clusters Score -1270407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1270408.750000 Penalty: 2995.659912
	Iteration 65Q: 3 clusters Score -1270409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1270409.875000 Penalty: 2995.659912
	Iteration 66Q: 3 clusters Score -1270410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1270407.625000 Penalty: 2995.659912
	Iteration 67Q: 3 clusters Score -1270408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1270407.625000 Penalty: 2995.659912
	Iteration 68F: 3 clusters Score -1270408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -167190.953125 Penalty: 1176.138916
	Iteration 0F: 2 clusters Score -167191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -165478.906250 Penalty: 2352.277832
	Iteration 0F: 3 clusters Score -165478.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -165864.500000 Penalty: 2352.277832
	Iteration 1F: 3 clusters Score -165864.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -166003.984375 Penalty: 2352.277832
	Iteration 2F: 3 clusters Score -166004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -166085.593750 Penalty: 2352.277832
	Iteration 3F: 3 clusters Score -166085.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -166128.000000 Penalty: 2352.277832
	Iteration 4Q: 3 clusters Score -166128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -166153.984375 Penalty: 2352.277832
	Iteration 5Q: 3 clusters Score -166154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -166179.531250 Penalty: 2352.277832
	Iteration 6Q: 3 clusters Score -166179.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -166196.171875 Penalty: 2352.277832
	Iteration 7Q: 3 clusters Score -166196.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -166205.687500 Penalty: 2352.277832
	Iteration 8Q: 3 clusters Score -166205.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -166215.906250 Penalty: 2352.277832
	Iteration 9Q: 3 clusters Score -166215.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -166220.578125 Penalty: 2352.277832
	Iteration 10Q: 3 clusters Score -166220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -166222.421875 Penalty: 2352.277832
	Iteration 11Q: 3 clusters Score -166222.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -166224.281250 Penalty: 2352.277832
	Iteration 12Q: 3 clusters Score -166224.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -166225.046875 Penalty: 2352.277832
	Iteration 13Q: 3 clusters Score -166225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -166226.609375 Penalty: 2352.277832
	Iteration 14Q: 3 clusters Score -166226.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -166228.125000 Penalty: 2352.277832
	Iteration 15Q: 3 clusters Score -166228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -166230.593750 Penalty: 2352.277832
	Iteration 16Q: 3 clusters Score -166230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -166233.281250 Penalty: 2352.277832
	Iteration 17Q: 3 clusters Score -166233.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -166234.000000 Penalty: 2352.277832
	Iteration 18Q: 3 clusters Score -166234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -166234.750000 Penalty: 2352.277832
	Iteration 19Q: 3 clusters Score -166234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -166234.750000 Penalty: 2352.277832
	Iteration 20F: 3 clusters Score -166234.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Entering Unmasked Estep 
Score: -546127.375000 Penalty: 1377.444214
	Iteration 0F: 2 clusters Score -546127.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -542232.937500 Penalty: 2754.888428
	Iteration 0F: 3 clusters Score -542232.9 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -543424.500000 Penalty: 2754.888428
	Iteration 1F: 3 clusters Score -543424.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -543722.375000 Penalty: 2754.888428
	Iteration 2F: 3 clusters Score -543722.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -543952.875000 Penalty: 2754.888428
	Iteration 3F: 3 clusters Score -543952.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -544174.875000 Penalty: 2754.888428
	Iteration 4F: 3 clusters Score -544174.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -544403.437500 Penalty: 2754.888428
	Iteration 5F: 3 clusters Score -544403.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -544604.125000 Penalty: 2754.888428
	Iteration 6Q: 3 clusters Score -544604.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -544778.062500 Penalty: 2754.888428
	Iteration 7Q: 3 clusters Score -544778.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -544899.125000 Penalty: 2754.888428
	Iteration 8Q: 3 clusters Score -544899.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -544961.625000 Penalty: 2754.888428
	Iteration 9Q: 3 clusters Score -544961.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -544989.375000 Penalty: 2754.888428
	Iteration 10Q: 3 clusters Score -544989.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -545005.062500 Penalty: 2754.888428
	Iteration 11Q: 3 clusters Score -545005.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -545022.687500 Penalty: 2754.888428
	Iteration 12Q: 3 clusters Score -545022.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -545041.562500 Penalty: 2754.888428
	Iteration 13Q: 3 clusters Score -545041.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -545054.750000 Penalty: 2754.888428
	Iteration 14Q: 3 clusters Score -545054.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -545067.125000 Penalty: 2754.888428
	Iteration 15Q: 3 clusters Score -545067.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -545073.937500 Penalty: 2754.888428
	Iteration 16Q: 3 clusters Score -545073.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -545081.687500 Penalty: 2754.888428
	Iteration 17Q: 3 clusters Score -545081.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -545089.812500 Penalty: 2754.888428
	Iteration 18Q: 3 clusters Score -545089.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -545098.250000 Penalty: 2754.888428
	Iteration 19Q: 3 clusters Score -545098.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -545109.500000 Penalty: 2754.888428
	Iteration 20F: 3 clusters Score -545109.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -545121.875000 Penalty: 2754.888428
	Iteration 21Q: 3 clusters Score -545121.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -545134.937500 Penalty: 2754.888428
	Iteration 22Q: 3 clusters Score -545134.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -545145.437500 Penalty: 2754.888428
	Iteration 23Q: 3 clusters Score -545145.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -545153.437500 Penalty: 2754.888428
	Iteration 24Q: 3 clusters Score -545153.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -545167.062500 Penalty: 2754.888428
	Iteration 25Q: 3 clusters Score -545167.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -545181.812500 Penalty: 2754.888428
	Iteration 26Q: 3 clusters Score -545181.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -545197.875000 Penalty: 2754.888428
	Iteration 27Q: 3 clusters Score -545197.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -545213.562500 Penalty: 2754.888428
	Iteration 28Q: 3 clusters Score -545213.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -545235.875000 Penalty: 2754.888428
	Iteration 29Q: 3 clusters Score -545235.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -545260.937500 Penalty: 2754.888428
	Iteration 30Q: 3 clusters Score -545260.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -545298.812500 Penalty: 2754.888428
	Iteration 31Q: 3 clusters Score -545298.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -545348.812500 Penalty: 2754.888428
	Iteration 32Q: 3 clusters Score -545348.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -545386.000000 Penalty: 2754.888428
	Iteration 33Q: 3 clusters Score -545386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -545412.500000 Penalty: 2754.888428
	Iteration 34Q: 3 clusters Score -545412.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -545440.437500 Penalty: 2754.888428
	Iteration 35Q: 3 clusters Score -545440.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -545460.937500 Penalty: 2754.888428
	Iteration 36Q: 3 clusters Score -545460.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -545478.125000 Penalty: 2754.888428
	Iteration 37Q: 3 clusters Score -545478.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -545492.187500 Penalty: 2754.888428
	Iteration 38Q: 3 clusters Score -545492.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -545499.937500 Penalty: 2754.888428
	Iteration 39Q: 3 clusters Score -545499.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -545505.562500 Penalty: 2754.888428
	Iteration 40F: 3 clusters Score -545505.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -545510.812500 Penalty: 2754.888428
	Iteration 41Q: 3 clusters Score -545510.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -545514.687500 Penalty: 2754.888428
	Iteration 42Q: 3 clusters Score -545514.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -545520.062500 Penalty: 2754.888428
	Iteration 43Q: 3 clusters Score -545520.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -545523.562500 Penalty: 2754.888428
	Iteration 44Q: 3 clusters Score -545523.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -545524.875000 Penalty: 2754.888428
	Iteration 45Q: 3 clusters Score -545524.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -545526.125000 Penalty: 2754.888428
	Iteration 46Q: 3 clusters Score -545526.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -545527.375000 Penalty: 2754.888428
	Iteration 47Q: 3 clusters Score -545527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -545528.250000 Penalty: 2754.888428
	Iteration 48Q: 3 clusters Score -545528.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -545528.250000 Penalty: 2754.888428
	Iteration 49F: 3 clusters Score -545528.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -28666.587891 Penalty: 937.859131
	Iteration 0F: 2 clusters Score -28666.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28027.947266 Penalty: 1875.718262
	Iteration 0F: 3 clusters Score -28027.95 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28685.958984 Penalty: 1875.718262
	Iteration 1F: 3 clusters Score -28685.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29207.423828 Penalty: 1875.718262
	Iteration 2F: 3 clusters Score -29207.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29462.261719 Penalty: 1875.718262
	Iteration 3F: 3 clusters Score -29462.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29513.888672 Penalty: 1875.718262
	Iteration 4Q: 3 clusters Score -29513.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29570.958984 Penalty: 1875.718262
	Iteration 5Q: 3 clusters Score -29570.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29649.050781 Penalty: 1875.718262
	Iteration 6Q: 3 clusters Score -29649.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29649.050781 Penalty: 1875.718262
	Iteration 7F: 3 clusters Score -29649.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86111 members 
Mstep: Class 2 contains 10071 members 
Mstep: Class 3 contains 1391 members 
Mstep: Class 4 contains 4801 members 
Mstep: Class 5 contains 161 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 26308 members 
Mstep: Class 8 contains 83352 members 
Mstep: Class 9 contains 33519 members 
Mstep: Class 10 contains 31066 members 
Mstep: Class 11 contains 4478 members 
Mstep: Class 12 contains 27617 members 
Mstep: Class 13 contains 17824 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 90621 members 
Mstep: Class 16 contains 32209 members 
Mstep: Class 17 contains 7726 members 
Mstep: Class 18 contains 4684 members 
Mstep: Class 19 contains 130397 members 
Mstep: Class 20 contains 12478 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5474 members 
Mstep: Class 24 contains 10254 members 
Mstep: Class 25 contains 132758 members 
Mstep: Class 26 contains 4962 members 
Mstep: Class 27 contains 7308 members 
Mstep: Class 28 contains 7372 members 
Mstep: Class 29 contains 88054 members 
Mstep: Class 30 contains 4816 members 
Mstep: Class 31 contains 160 members 
Entering Unmasked Estep 
Score: -108939872.000000 Penalty: 68979.507812
Splitting cluster 5 changes total score from -108940136.000000 to -108939872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Entering Unmasked Estep 
Score: -2175446.750000 Penalty: 1586.087891
	Iteration 0F: 2 clusters Score -2175447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2163510.000000 Penalty: 3172.175781
	Iteration 0F: 3 clusters Score -2163510 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2167685.500000 Penalty: 3172.175781
	Iteration 1F: 3 clusters Score -2167686 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2168023.750000 Penalty: 3172.175781
	Iteration 2F: 3 clusters Score -2168024 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2168336.750000 Penalty: 3172.175781
	Iteration 3Q: 3 clusters Score -2168337 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2168598.250000 Penalty: 3172.175781
	Iteration 4Q: 3 clusters Score -2168598 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2168819.250000 Penalty: 3172.175781
	Iteration 5Q: 3 clusters Score -2168819 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2169049.500000 Penalty: 3172.175781
	Iteration 6Q: 3 clusters Score -2169050 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2169298.500000 Penalty: 3172.175781
	Iteration 7Q: 3 clusters Score -2169298 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2169576.500000 Penalty: 3172.175781
	Iteration 8Q: 3 clusters Score -2169576 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2169907.250000 Penalty: 3172.175781
	Iteration 9Q: 3 clusters Score -2169907 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2170269.500000 Penalty: 3172.175781
	Iteration 10Q: 3 clusters Score -2170270 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2170700.750000 Penalty: 3172.175781
	Iteration 11Q: 3 clusters Score -2170701 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2171145.500000 Penalty: 3172.175781
	Iteration 12Q: 3 clusters Score -2171146 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2171538.750000 Penalty: 3172.175781
	Iteration 13Q: 3 clusters Score -2171539 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2171880.250000 Penalty: 3172.175781
	Iteration 14Q: 3 clusters Score -2171880 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2172147.750000 Penalty: 3172.175781
	Iteration 15Q: 3 clusters Score -2172148 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2172349.750000 Penalty: 3172.175781
	Iteration 16Q: 3 clusters Score -2172350 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2172507.750000 Penalty: 3172.175781
	Iteration 17Q: 3 clusters Score -2172508 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2172681.000000 Penalty: 3172.175781
	Iteration 18Q: 3 clusters Score -2172681 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2172837.750000 Penalty: 3172.175781
	Iteration 19Q: 3 clusters Score -2172838 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2172998.750000 Penalty: 3172.175781
	Iteration 20F: 3 clusters Score -2172999 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2173136.250000 Penalty: 3172.175781
	Iteration 21Q: 3 clusters Score -2173136 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2173274.250000 Penalty: 3172.175781
	Iteration 22Q: 3 clusters Score -2173274 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2173416.000000 Penalty: 3172.175781
	Iteration 23Q: 3 clusters Score -2173416 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2173533.500000 Penalty: 3172.175781
	Iteration 24Q: 3 clusters Score -2173534 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2173656.250000 Penalty: 3172.175781
	Iteration 25Q: 3 clusters Score -2173656 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2173748.500000 Penalty: 3172.175781
	Iteration 26Q: 3 clusters Score -2173748 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2173827.750000 Penalty: 3172.175781
	Iteration 27Q: 3 clusters Score -2173828 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2173884.750000 Penalty: 3172.175781
	Iteration 28Q: 3 clusters Score -2173885 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2173937.250000 Penalty: 3172.175781
	Iteration 29Q: 3 clusters Score -2173937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2173972.500000 Penalty: 3172.175781
	Iteration 30Q: 3 clusters Score -2173972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2174000.750000 Penalty: 3172.175781
	Iteration 31Q: 3 clusters Score -2174001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2174024.000000 Penalty: 3172.175781
	Iteration 32Q: 3 clusters Score -2174024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2174041.500000 Penalty: 3172.175781
	Iteration 33Q: 3 clusters Score -2174042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2174061.000000 Penalty: 3172.175781
	Iteration 34Q: 3 clusters Score -2174061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2174066.500000 Penalty: 3172.175781
	Iteration 35Q: 3 clusters Score -2174066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2174072.500000 Penalty: 3172.175781
	Iteration 36Q: 3 clusters Score -2174072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2174082.250000 Penalty: 3172.175781
	Iteration 37Q: 3 clusters Score -2174082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2174084.250000 Penalty: 3172.175781
	Iteration 38Q: 3 clusters Score -2174084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2174089.000000 Penalty: 3172.175781
	Iteration 39Q: 3 clusters Score -2174089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2174092.250000 Penalty: 3172.175781
	Iteration 40F: 3 clusters Score -2174092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2174091.500000 Penalty: 3172.175781
	Iteration 41Q: 3 clusters Score -2174092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2174098.500000 Penalty: 3172.175781
	Iteration 42Q: 3 clusters Score -2174098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2174100.250000 Penalty: 3172.175781
	Iteration 43Q: 3 clusters Score -2174100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2174100.250000 Penalty: 3172.175781
	Iteration 44F: 3 clusters Score -2174100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Entering Unmasked Estep 
Score: -3358390.500000 Penalty: 1653.864624
	Iteration 0F: 2 clusters Score -3358390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3340577.250000 Penalty: 3307.729248
	Iteration 0F: 3 clusters Score -3340577 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3347196.500000 Penalty: 3307.729248
	Iteration 1F: 3 clusters Score -3347196 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3347579.250000 Penalty: 3307.729248
	Iteration 2Q: 3 clusters Score -3347579 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3348005.000000 Penalty: 3307.729248
	Iteration 3Q: 3 clusters Score -3348005 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3348481.250000 Penalty: 3307.729248
	Iteration 4Q: 3 clusters Score -3348481 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -3348990.500000 Penalty: 3307.729248
	Iteration 5Q: 3 clusters Score -3348990 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3349516.250000 Penalty: 3307.729248
	Iteration 6Q: 3 clusters Score -3349516 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3349963.000000 Penalty: 3307.729248
	Iteration 7Q: 3 clusters Score -3349963 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3350447.000000 Penalty: 3307.729248
	Iteration 8Q: 3 clusters Score -3350447 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3350829.250000 Penalty: 3307.729248
	Iteration 9Q: 3 clusters Score -3350829 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3351196.750000 Penalty: 3307.729248
	Iteration 10Q: 3 clusters Score -3351197 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3351534.500000 Penalty: 3307.729248
	Iteration 11Q: 3 clusters Score -3351534 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3351892.500000 Penalty: 3307.729248
	Iteration 12Q: 3 clusters Score -3351892 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3352297.000000 Penalty: 3307.729248
	Iteration 13Q: 3 clusters Score -3352297 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3352688.250000 Penalty: 3307.729248
	Iteration 14Q: 3 clusters Score -3352688 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3353027.000000 Penalty: 3307.729248
	Iteration 15Q: 3 clusters Score -3353027 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3353237.250000 Penalty: 3307.729248
	Iteration 16Q: 3 clusters Score -3353237 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -3353370.000000 Penalty: 3307.729248
	Iteration 17Q: 3 clusters Score -3353370 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3353440.750000 Penalty: 3307.729248
	Iteration 18Q: 3 clusters Score -3353441 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -3353517.000000 Penalty: 3307.729248
	Iteration 19Q: 3 clusters Score -3353517 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3353565.250000 Penalty: 3307.729248
	Iteration 20F: 3 clusters Score -3353565 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3353629.250000 Penalty: 3307.729248
	Iteration 21Q: 3 clusters Score -3353629 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3353701.500000 Penalty: 3307.729248
	Iteration 22Q: 3 clusters Score -3353702 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3353770.000000 Penalty: 3307.729248
	Iteration 23Q: 3 clusters Score -3353770 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3353835.250000 Penalty: 3307.729248
	Iteration 24Q: 3 clusters Score -3353835 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -3353891.750000 Penalty: 3307.729248
	Iteration 25Q: 3 clusters Score -3353892 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3353948.500000 Penalty: 3307.729248
	Iteration 26Q: 3 clusters Score -3353948 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -3353986.000000 Penalty: 3307.729248
	Iteration 27Q: 3 clusters Score -3353986 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3354033.250000 Penalty: 3307.729248
	Iteration 28Q: 3 clusters Score -3354033 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -3354077.250000 Penalty: 3307.729248
	Iteration 29Q: 3 clusters Score -3354077 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3354130.000000 Penalty: 3307.729248
	Iteration 30Q: 3 clusters Score -3354130 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3354174.750000 Penalty: 3307.729248
	Iteration 31Q: 3 clusters Score -3354175 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3354223.000000 Penalty: 3307.729248
	Iteration 32Q: 3 clusters Score -3354223 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -3354260.000000 Penalty: 3307.729248
	Iteration 33Q: 3 clusters Score -3354260 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3354329.750000 Penalty: 3307.729248
	Iteration 34Q: 3 clusters Score -3354330 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3354379.750000 Penalty: 3307.729248
	Iteration 35Q: 3 clusters Score -3354380 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -3354438.750000 Penalty: 3307.729248
	Iteration 36Q: 3 clusters Score -3354439 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -3354508.500000 Penalty: 3307.729248
	Iteration 37Q: 3 clusters Score -3354508 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -3354587.000000 Penalty: 3307.729248
	Iteration 38Q: 3 clusters Score -3354587 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -3354691.250000 Penalty: 3307.729248
	Iteration 39Q: 3 clusters Score -3354691 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -3354766.500000 Penalty: 3307.729248
	Iteration 40F: 3 clusters Score -3354766 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -3354844.500000 Penalty: 3307.729248
	Iteration 41Q: 3 clusters Score -3354844 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -3354933.500000 Penalty: 3307.729248
	Iteration 42Q: 3 clusters Score -3354934 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3355038.000000 Penalty: 3307.729248
	Iteration 43Q: 3 clusters Score -3355038 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -3355161.000000 Penalty: 3307.729248
	Iteration 44Q: 3 clusters Score -3355161 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3355271.250000 Penalty: 3307.729248
	Iteration 45Q: 3 clusters Score -3355271 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3355419.750000 Penalty: 3307.729248
	Iteration 46Q: 3 clusters Score -3355420 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3355560.250000 Penalty: 3307.729248
	Iteration 47Q: 3 clusters Score -3355560 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3355705.250000 Penalty: 3307.729248
	Iteration 48Q: 3 clusters Score -3355705 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3355856.750000 Penalty: 3307.729248
	Iteration 49Q: 3 clusters Score -3355857 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3356016.000000 Penalty: 3307.729248
	Iteration 50Q: 3 clusters Score -3356016 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3356186.500000 Penalty: 3307.729248
	Iteration 51Q: 3 clusters Score -3356186 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -3356316.000000 Penalty: 3307.729248
	Iteration 52Q: 3 clusters Score -3356316 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3356441.250000 Penalty: 3307.729248
	Iteration 53Q: 3 clusters Score -3356441 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3356543.250000 Penalty: 3307.729248
	Iteration 54Q: 3 clusters Score -3356543 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3356653.000000 Penalty: 3307.729248
	Iteration 55Q: 3 clusters Score -3356653 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3356742.750000 Penalty: 3307.729248
	Iteration 56Q: 3 clusters Score -3356743 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3356817.750000 Penalty: 3307.729248
	Iteration 57Q: 3 clusters Score -3356818 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3356882.750000 Penalty: 3307.729248
	Iteration 58Q: 3 clusters Score -3356883 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3356918.000000 Penalty: 3307.729248
	Iteration 59Q: 3 clusters Score -3356918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3356948.250000 Penalty: 3307.729248
	Iteration 60F: 3 clusters Score -3356948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3356962.750000 Penalty: 3307.729248
	Iteration 61Q: 3 clusters Score -3356963 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3357001.000000 Penalty: 3307.729248
	Iteration 62Q: 3 clusters Score -3357001 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3357021.500000 Penalty: 3307.729248
	Iteration 63Q: 3 clusters Score -3357022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3357042.000000 Penalty: 3307.729248
	Iteration 64Q: 3 clusters Score -3357042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3357064.250000 Penalty: 3307.729248
	Iteration 65Q: 3 clusters Score -3357064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3357083.750000 Penalty: 3307.729248
	Iteration 66Q: 3 clusters Score -3357084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3357090.250000 Penalty: 3307.729248
	Iteration 67Q: 3 clusters Score -3357090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3357103.000000 Penalty: 3307.729248
	Iteration 68Q: 3 clusters Score -3357103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3357111.500000 Penalty: 3307.729248
	Iteration 69Q: 3 clusters Score -3357112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3357124.000000 Penalty: 3307.729248
	Iteration 70Q: 3 clusters Score -3357124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3357139.500000 Penalty: 3307.729248
	Iteration 71Q: 3 clusters Score -3357140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3357144.750000 Penalty: 3307.729248
	Iteration 72Q: 3 clusters Score -3357145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3357147.000000 Penalty: 3307.729248
	Iteration 73Q: 3 clusters Score -3357147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3357157.000000 Penalty: 3307.729248
	Iteration 74Q: 3 clusters Score -3357157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3357153.000000 Penalty: 3307.729248
	Iteration 75Q: 3 clusters Score -3357153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3357160.500000 Penalty: 3307.729248
	Iteration 76Q: 3 clusters Score -3357160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3357170.250000 Penalty: 3307.729248
	Iteration 77Q: 3 clusters Score -3357170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3357172.000000 Penalty: 3307.729248
	Iteration 78Q: 3 clusters Score -3357172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3357166.250000 Penalty: 3307.729248
	Iteration 79Q: 3 clusters Score -3357166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -3357172.500000 Penalty: 3307.729248
	Iteration 80F: 3 clusters Score -3357172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3357170.000000 Penalty: 3307.729248
	Iteration 81Q: 3 clusters Score -3357170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3357171.000000 Penalty: 3307.729248
	Iteration 82Q: 3 clusters Score -3357171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3357172.250000 Penalty: 3307.729248
	Iteration 83Q: 3 clusters Score -3357172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3357175.000000 Penalty: 3307.729248
	Iteration 84Q: 3 clusters Score -3357175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3357175.000000 Penalty: 3307.729248
	Iteration 85F: 3 clusters Score -3357175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (83352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83352 members 
Entering Unmasked Estep 
Score: -10678434.000000 Penalty: 1841.259521
	Iteration 0F: 2 clusters Score -1.067843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -10623581.000000 Penalty: 3682.519043
	Iteration 0F: 3 clusters Score -1.062358e+07 nChanged 39451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -10646786.000000 Penalty: 3682.519043
	Iteration 1F: 3 clusters Score -1.064679e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -10648363.000000 Penalty: 3682.519043
	Iteration 2Q: 3 clusters Score -1.064836e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -10650825.000000 Penalty: 3682.519043
	Iteration 3F: 3 clusters Score -1.065082e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -10655244.000000 Penalty: 3682.519043
	Iteration 4F: 3 clusters Score -1.065524e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 67519 members 
Entering Unmasked Estep 
Score: -10662132.000000 Penalty: 3682.519043
	Iteration 5F: 3 clusters Score -1.066213e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 74908 members 
Entering Unmasked Estep 
Score: -10669138.000000 Penalty: 3682.519043
	Iteration 6F: 3 clusters Score -1.066914e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -10673801.000000 Penalty: 3682.519043
	Iteration 7F: 3 clusters Score -1.06738e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 82075 members 
Entering Unmasked Estep 
Score: -10675740.000000 Penalty: 3682.519043
	Iteration 8Q: 3 clusters Score -1.067574e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -10676379.000000 Penalty: 3682.519043
	Iteration 9Q: 3 clusters Score -1.067638e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 83030 members 
Entering Unmasked Estep 
Score: -10676604.000000 Penalty: 3682.519043
	Iteration 10Q: 3 clusters Score -1.06766e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 83094 members 
Entering Unmasked Estep 
Score: -10676712.000000 Penalty: 3682.519043
	Iteration 11Q: 3 clusters Score -1.067671e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -10676768.000000 Penalty: 3682.519043
	Iteration 12Q: 3 clusters Score -1.067677e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -10676792.000000 Penalty: 3682.519043
	Iteration 13Q: 3 clusters Score -1.067679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
Score: -10676799.000000 Penalty: 3682.519043
	Iteration 14Q: 3 clusters Score -1.06768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
Score: -10676806.000000 Penalty: 3682.519043
	Iteration 15Q: 3 clusters Score -1.067681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 83148 members 
Entering Unmasked Estep 
Score: -10676815.000000 Penalty: 3682.519043
	Iteration 16Q: 3 clusters Score -1.067682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -10676820.000000 Penalty: 3682.519043
	Iteration 17Q: 3 clusters Score -1.067682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 83156 members 
Entering Unmasked Estep 
Score: -10676837.000000 Penalty: 3682.519043
	Iteration 18Q: 3 clusters Score -1.067684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -10676839.000000 Penalty: 3682.519043
	Iteration 19Q: 3 clusters Score -1.067684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 83164 members 
Entering Unmasked Estep 
Score: -10676841.000000 Penalty: 3682.519043
	Iteration 20F: 3 clusters Score -1.067684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 83165 members 
Entering Unmasked Estep 
Score: -10676849.000000 Penalty: 3682.519043
	Iteration 21Q: 3 clusters Score -1.067685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 83164 members 
Entering Unmasked Estep 
Score: -10676858.000000 Penalty: 3682.519043
	Iteration 22Q: 3 clusters Score -1.067686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 83164 members 
Entering Unmasked Estep 
Score: -10676858.000000 Penalty: 3682.519043
	Iteration 23Q: 3 clusters Score -1.067686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 83165 members 
Entering Unmasked Estep 
Score: -10676869.000000 Penalty: 3682.519043
	Iteration 24Q: 3 clusters Score -1.067687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 83164 members 
Entering Unmasked Estep 
Score: -10676869.000000 Penalty: 3682.519043
	Iteration 25Q: 3 clusters Score -1.067687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 83165 members 
Entering Unmasked Estep 
Score: -10676871.000000 Penalty: 3682.519043
	Iteration 26Q: 3 clusters Score -1.067687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 83165 members 
Entering Unmasked Estep 
Score: -10676871.000000 Penalty: 3682.519043
	Iteration 27F: 3 clusters Score -1.067687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (33519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Entering Unmasked Estep 
Score: -4297995.000000 Penalty: 1693.228516
	Iteration 0F: 2 clusters Score -4297995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -4275453.000000 Penalty: 3386.457031
	Iteration 0F: 3 clusters Score -4275453 nChanged 15495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -4284193.500000 Penalty: 3386.457031
	Iteration 1F: 3 clusters Score -4284194 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -4284933.500000 Penalty: 3386.457031
	Iteration 2F: 3 clusters Score -4284934 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -4285907.500000 Penalty: 3386.457031
	Iteration 3F: 3 clusters Score -4285908 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -4287344.000000 Penalty: 3386.457031
	Iteration 4F: 3 clusters Score -4287344 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -4289235.500000 Penalty: 3386.457031
	Iteration 5F: 3 clusters Score -4289236 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -4291476.500000 Penalty: 3386.457031
	Iteration 6F: 3 clusters Score -4291476 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -4293398.500000 Penalty: 3386.457031
	Iteration 7F: 3 clusters Score -4293398 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -4294682.500000 Penalty: 3386.457031
	Iteration 8Q: 3 clusters Score -4294682 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -4295391.000000 Penalty: 3386.457031
	Iteration 9Q: 3 clusters Score -4295391 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -4295776.500000 Penalty: 3386.457031
	Iteration 10Q: 3 clusters Score -4295776 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -4296009.500000 Penalty: 3386.457031
	Iteration 11Q: 3 clusters Score -4296010 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -4296175.000000 Penalty: 3386.457031
	Iteration 12Q: 3 clusters Score -4296175 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4296334.500000 Penalty: 3386.457031
	Iteration 13Q: 3 clusters Score -4296334 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -4296462.500000 Penalty: 3386.457031
	Iteration 14Q: 3 clusters Score -4296462 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4296602.500000 Penalty: 3386.457031
	Iteration 15Q: 3 clusters Score -4296602 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4296736.000000 Penalty: 3386.457031
	Iteration 16Q: 3 clusters Score -4296736 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4296856.000000 Penalty: 3386.457031
	Iteration 17Q: 3 clusters Score -4296856 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4296951.000000 Penalty: 3386.457031
	Iteration 18Q: 3 clusters Score -4296951 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4297032.000000 Penalty: 3386.457031
	Iteration 19Q: 3 clusters Score -4297032 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4297097.000000 Penalty: 3386.457031
	Iteration 20F: 3 clusters Score -4297097 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4297179.500000 Penalty: 3386.457031
	Iteration 21Q: 3 clusters Score -4297180 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4297232.000000 Penalty: 3386.457031
	Iteration 22Q: 3 clusters Score -4297232 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4297284.500000 Penalty: 3386.457031
	Iteration 23Q: 3 clusters Score -4297284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4297320.000000 Penalty: 3386.457031
	Iteration 24Q: 3 clusters Score -4297320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4297334.000000 Penalty: 3386.457031
	Iteration 25Q: 3 clusters Score -4297334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4297352.000000 Penalty: 3386.457031
	Iteration 26Q: 3 clusters Score -4297352 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4297377.000000 Penalty: 3386.457031
	Iteration 27Q: 3 clusters Score -4297377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4297398.000000 Penalty: 3386.457031
	Iteration 28Q: 3 clusters Score -4297398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4297418.000000 Penalty: 3386.457031
	Iteration 29Q: 3 clusters Score -4297418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4297423.000000 Penalty: 3386.457031
	Iteration 30Q: 3 clusters Score -4297423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4297438.000000 Penalty: 3386.457031
	Iteration 31Q: 3 clusters Score -4297438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4297450.000000 Penalty: 3386.457031
	Iteration 32Q: 3 clusters Score -4297450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4297466.000000 Penalty: 3386.457031
	Iteration 33Q: 3 clusters Score -4297466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4297471.000000 Penalty: 3386.457031
	Iteration 34Q: 3 clusters Score -4297471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4297476.000000 Penalty: 3386.457031
	Iteration 35Q: 3 clusters Score -4297476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4297482.000000 Penalty: 3386.457031
	Iteration 36Q: 3 clusters Score -4297482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4297481.500000 Penalty: 3386.457031
	Iteration 37Q: 3 clusters Score -4297482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4297484.500000 Penalty: 3386.457031
	Iteration 38Q: 3 clusters Score -4297484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4297495.500000 Penalty: 3386.457031
	Iteration 39Q: 3 clusters Score -4297496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4297490.000000 Penalty: 3386.457031
	Iteration 40F: 3 clusters Score -4297490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4297494.000000 Penalty: 3386.457031
	Iteration 41Q: 3 clusters Score -4297494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4297496.000000 Penalty: 3386.457031
	Iteration 42Q: 3 clusters Score -4297496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4297491.500000 Penalty: 3386.457031
	Iteration 43Q: 3 clusters Score -4297492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4297493.000000 Penalty: 3386.457031
	Iteration 44Q: 3 clusters Score -4297493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4297492.000000 Penalty: 3386.457031
	Iteration 45Q: 3 clusters Score -4297492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4297492.500000 Penalty: 3386.457031
	Iteration 46Q: 3 clusters Score -4297492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4297495.000000 Penalty: 3386.457031
	Iteration 47Q: 3 clusters Score -4297495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4297494.500000 Penalty: 3386.457031
	Iteration 48Q: 3 clusters Score -4297494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4297493.000000 Penalty: 3386.457031
	Iteration 49Q: 3 clusters Score -4297493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4297489.500000 Penalty: 3386.457031
	Iteration 50Q: 3 clusters Score -4297490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4297489.500000 Penalty: 3386.457031
	Iteration 51Q: 3 clusters Score -4297490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4297490.500000 Penalty: 3386.457031
	Iteration 52Q: 3 clusters Score -4297490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4297487.500000 Penalty: 3386.457031
	Iteration 53Q: 3 clusters Score -4297488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4297488.500000 Penalty: 3386.457031
	Iteration 54Q: 3 clusters Score -4297488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4297495.000000 Penalty: 3386.457031
	Iteration 55Q: 3 clusters Score -4297495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4297495.000000 Penalty: 3386.457031
	Iteration 56F: 3 clusters Score -4297495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Entering Unmasked Estep 
Score: -3689548.750000 Penalty: 1680.878784
	Iteration 0F: 2 clusters Score -3689549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3668677.500000 Penalty: 3361.757568
	Iteration 0F: 3 clusters Score -3668678 nChanged 14331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3676908.250000 Penalty: 3361.757568
	Iteration 1F: 3 clusters Score -3676908 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3677814.250000 Penalty: 3361.757568
	Iteration 2F: 3 clusters Score -3677814 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3678947.000000 Penalty: 3361.757568
	Iteration 3F: 3 clusters Score -3678947 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3680256.750000 Penalty: 3361.757568
	Iteration 4F: 3 clusters Score -3680257 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -3681557.000000 Penalty: 3361.757568
	Iteration 5F: 3 clusters Score -3681557 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -3682890.500000 Penalty: 3361.757568
	Iteration 6F: 3 clusters Score -3682890 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -3684222.250000 Penalty: 3361.757568
	Iteration 7F: 3 clusters Score -3684222 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -3685438.750000 Penalty: 3361.757568
	Iteration 8Q: 3 clusters Score -3685439 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3686298.000000 Penalty: 3361.757568
	Iteration 9Q: 3 clusters Score -3686298 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3686809.000000 Penalty: 3361.757568
	Iteration 10Q: 3 clusters Score -3686809 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3687106.250000 Penalty: 3361.757568
	Iteration 11Q: 3 clusters Score -3687106 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3687251.500000 Penalty: 3361.757568
	Iteration 12Q: 3 clusters Score -3687252 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -3687358.250000 Penalty: 3361.757568
	Iteration 13Q: 3 clusters Score -3687358 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -3687427.500000 Penalty: 3361.757568
	Iteration 14Q: 3 clusters Score -3687428 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3687502.500000 Penalty: 3361.757568
	Iteration 15Q: 3 clusters Score -3687502 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3687555.500000 Penalty: 3361.757568
	Iteration 16Q: 3 clusters Score -3687556 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3687580.250000 Penalty: 3361.757568
	Iteration 17Q: 3 clusters Score -3687580 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3687614.750000 Penalty: 3361.757568
	Iteration 18Q: 3 clusters Score -3687615 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3687659.000000 Penalty: 3361.757568
	Iteration 19Q: 3 clusters Score -3687659 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -3687711.500000 Penalty: 3361.757568
	Iteration 20F: 3 clusters Score -3687712 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -3687761.500000 Penalty: 3361.757568
	Iteration 21Q: 3 clusters Score -3687762 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -3687812.750000 Penalty: 3361.757568
	Iteration 22Q: 3 clusters Score -3687813 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -3687871.500000 Penalty: 3361.757568
	Iteration 23Q: 3 clusters Score -3687872 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -3687932.750000 Penalty: 3361.757568
	Iteration 24Q: 3 clusters Score -3687933 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3687985.500000 Penalty: 3361.757568
	Iteration 25Q: 3 clusters Score -3687986 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -3688050.250000 Penalty: 3361.757568
	Iteration 26Q: 3 clusters Score -3688050 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3688115.500000 Penalty: 3361.757568
	Iteration 27Q: 3 clusters Score -3688116 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3688193.500000 Penalty: 3361.757568
	Iteration 28Q: 3 clusters Score -3688194 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -3688251.000000 Penalty: 3361.757568
	Iteration 29Q: 3 clusters Score -3688251 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3688327.750000 Penalty: 3361.757568
	Iteration 30Q: 3 clusters Score -3688328 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -3688393.250000 Penalty: 3361.757568
	Iteration 31Q: 3 clusters Score -3688393 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3688432.000000 Penalty: 3361.757568
	Iteration 32Q: 3 clusters Score -3688432 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3688476.750000 Penalty: 3361.757568
	Iteration 33Q: 3 clusters Score -3688477 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3688523.250000 Penalty: 3361.757568
	Iteration 34Q: 3 clusters Score -3688523 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3688558.000000 Penalty: 3361.757568
	Iteration 35Q: 3 clusters Score -3688558 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3688599.750000 Penalty: 3361.757568
	Iteration 36Q: 3 clusters Score -3688600 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3688637.000000 Penalty: 3361.757568
	Iteration 37Q: 3 clusters Score -3688637 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3688694.250000 Penalty: 3361.757568
	Iteration 38Q: 3 clusters Score -3688694 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3688739.250000 Penalty: 3361.757568
	Iteration 39Q: 3 clusters Score -3688739 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3688772.500000 Penalty: 3361.757568
	Iteration 40F: 3 clusters Score -3688772 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3688812.750000 Penalty: 3361.757568
	Iteration 41Q: 3 clusters Score -3688813 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3688827.250000 Penalty: 3361.757568
	Iteration 42Q: 3 clusters Score -3688827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3688854.750000 Penalty: 3361.757568
	Iteration 43Q: 3 clusters Score -3688855 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3688865.250000 Penalty: 3361.757568
	Iteration 44Q: 3 clusters Score -3688865 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3688876.250000 Penalty: 3361.757568
	Iteration 45Q: 3 clusters Score -3688876 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3688887.000000 Penalty: 3361.757568
	Iteration 46Q: 3 clusters Score -3688887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3688901.250000 Penalty: 3361.757568
	Iteration 47Q: 3 clusters Score -3688901 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3688910.250000 Penalty: 3361.757568
	Iteration 48Q: 3 clusters Score -3688910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3688931.500000 Penalty: 3361.757568
	Iteration 49Q: 3 clusters Score -3688932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3688937.500000 Penalty: 3361.757568
	Iteration 50Q: 3 clusters Score -3688938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3688937.000000 Penalty: 3361.757568
	Iteration 51Q: 3 clusters Score -3688937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3688948.750000 Penalty: 3361.757568
	Iteration 52Q: 3 clusters Score -3688949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3688951.500000 Penalty: 3361.757568
	Iteration 53Q: 3 clusters Score -3688952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3688956.500000 Penalty: 3361.757568
	Iteration 54Q: 3 clusters Score -3688956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3688956.500000 Penalty: 3361.757568
	Iteration 55Q: 3 clusters Score -3688956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3688957.500000 Penalty: 3361.757568
	Iteration 56Q: 3 clusters Score -3688958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3688962.750000 Penalty: 3361.757568
	Iteration 57Q: 3 clusters Score -3688963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3688965.750000 Penalty: 3361.757568
	Iteration 58Q: 3 clusters Score -3688966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3688966.500000 Penalty: 3361.757568
	Iteration 59Q: 3 clusters Score -3688966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3688977.500000 Penalty: 3361.757568
	Iteration 60F: 3 clusters Score -3688978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3688981.500000 Penalty: 3361.757568
	Iteration 61Q: 3 clusters Score -3688982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3688980.250000 Penalty: 3361.757568
	Iteration 62Q: 3 clusters Score -3688980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3688987.250000 Penalty: 3361.757568
	Iteration 63Q: 3 clusters Score -3688987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3688987.000000 Penalty: 3361.757568
	Iteration 64Q: 3 clusters Score -3688987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3688986.000000 Penalty: 3361.757568
	Iteration 65Q: 3 clusters Score -3688986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3688985.000000 Penalty: 3361.757568
	Iteration 66Q: 3 clusters Score -3688985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3688981.750000 Penalty: 3361.757568
	Iteration 67Q: 3 clusters Score -3688982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3688982.500000 Penalty: 3361.757568
	Iteration 68Q: 3 clusters Score -3688982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3688990.250000 Penalty: 3361.757568
	Iteration 69Q: 3 clusters Score -3688990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3688991.750000 Penalty: 3361.757568
	Iteration 70Q: 3 clusters Score -3688992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3688989.750000 Penalty: 3361.757568
	Iteration 71Q: 3 clusters Score -3688990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3688989.750000 Penalty: 3361.757568
	Iteration 72F: 3 clusters Score -3688990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -542467.312500 Penalty: 1366.126465
	Iteration 0F: 2 clusters Score -542467.3 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 2273 members 
Entering Unmasked Estep 
Score: -538855.375000 Penalty: 2732.252930
	Iteration 0F: 3 clusters Score -538855.4 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -539828.375000 Penalty: 2732.252930
	Iteration 1F: 3 clusters Score -539828.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -540065.687500 Penalty: 2732.252930
	Iteration 2F: 3 clusters Score -540065.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -540263.687500 Penalty: 2732.252930
	Iteration 3F: 3 clusters Score -540263.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -540428.000000 Penalty: 2732.252930
	Iteration 4F: 3 clusters Score -540428 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -540614.000000 Penalty: 2732.252930
	Iteration 5Q: 3 clusters Score -540614 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -540792.625000 Penalty: 2732.252930
	Iteration 6F: 3 clusters Score -540792.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -540957.125000 Penalty: 2732.252930
	Iteration 7Q: 3 clusters Score -540957.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -541170.750000 Penalty: 2732.252930
	Iteration 8Q: 3 clusters Score -541170.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -541333.125000 Penalty: 2732.252930
	Iteration 9Q: 3 clusters Score -541333.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -541433.687500 Penalty: 2732.252930
	Iteration 10Q: 3 clusters Score -541433.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -541488.125000 Penalty: 2732.252930
	Iteration 11Q: 3 clusters Score -541488.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -541526.187500 Penalty: 2732.252930
	Iteration 12Q: 3 clusters Score -541526.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -541552.687500 Penalty: 2732.252930
	Iteration 13Q: 3 clusters Score -541552.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -541577.250000 Penalty: 2732.252930
	Iteration 14Q: 3 clusters Score -541577.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -541591.812500 Penalty: 2732.252930
	Iteration 15Q: 3 clusters Score -541591.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -541608.437500 Penalty: 2732.252930
	Iteration 16Q: 3 clusters Score -541608.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -541621.312500 Penalty: 2732.252930
	Iteration 17Q: 3 clusters Score -541621.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -541632.937500 Penalty: 2732.252930
	Iteration 18Q: 3 clusters Score -541632.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -541639.687500 Penalty: 2732.252930
	Iteration 19Q: 3 clusters Score -541639.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -541644.312500 Penalty: 2732.252930
	Iteration 20F: 3 clusters Score -541644.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -541647.375000 Penalty: 2732.252930
	Iteration 21Q: 3 clusters Score -541647.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -541652.437500 Penalty: 2732.252930
	Iteration 22Q: 3 clusters Score -541652.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -541653.937500 Penalty: 2732.252930
	Iteration 23Q: 3 clusters Score -541653.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -541655.187500 Penalty: 2732.252930
	Iteration 24Q: 3 clusters Score -541655.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -541656.812500 Penalty: 2732.252930
	Iteration 25Q: 3 clusters Score -541656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -541657.750000 Penalty: 2732.252930
	Iteration 26Q: 3 clusters Score -541657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -541659.812500 Penalty: 2732.252930
	Iteration 27Q: 3 clusters Score -541659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -541659.812500 Penalty: 2732.252930
	Iteration 28Q: 3 clusters Score -541659.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -541659.812500 Penalty: 2732.252930
	Iteration 29F: 3 clusters Score -541659.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Entering Unmasked Estep 
Score: -3498132.500000 Penalty: 1661.755371
	Iteration 0F: 2 clusters Score -3498132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3479431.250000 Penalty: 3323.510742
	Iteration 0F: 3 clusters Score -3479431 nChanged 12730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -3486418.500000 Penalty: 3323.510742
	Iteration 1F: 3 clusters Score -3486418 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3486804.250000 Penalty: 3323.510742
	Iteration 2Q: 3 clusters Score -3486804 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3487214.000000 Penalty: 3323.510742
	Iteration 3Q: 3 clusters Score -3487214 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3487819.000000 Penalty: 3323.510742
	Iteration 4Q: 3 clusters Score -3487819 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3488658.750000 Penalty: 3323.510742
	Iteration 5F: 3 clusters Score -3488659 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3489754.250000 Penalty: 3323.510742
	Iteration 6F: 3 clusters Score -3489754 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -3491183.750000 Penalty: 3323.510742
	Iteration 7F: 3 clusters Score -3491184 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3492773.750000 Penalty: 3323.510742
	Iteration 8F: 3 clusters Score -3492774 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3494303.750000 Penalty: 3323.510742
	Iteration 9F: 3 clusters Score -3494304 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3495445.250000 Penalty: 3323.510742
	Iteration 10Q: 3 clusters Score -3495445 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3496062.500000 Penalty: 3323.510742
	Iteration 11Q: 3 clusters Score -3496062 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3496378.500000 Penalty: 3323.510742
	Iteration 12Q: 3 clusters Score -3496378 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3496537.250000 Penalty: 3323.510742
	Iteration 13Q: 3 clusters Score -3496537 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3496606.750000 Penalty: 3323.510742
	Iteration 14Q: 3 clusters Score -3496607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3496638.750000 Penalty: 3323.510742
	Iteration 15Q: 3 clusters Score -3496639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3496667.250000 Penalty: 3323.510742
	Iteration 16Q: 3 clusters Score -3496667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3496675.750000 Penalty: 3323.510742
	Iteration 17Q: 3 clusters Score -3496676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3496689.500000 Penalty: 3323.510742
	Iteration 18Q: 3 clusters Score -3496690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3496708.000000 Penalty: 3323.510742
	Iteration 19Q: 3 clusters Score -3496708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3496722.500000 Penalty: 3323.510742
	Iteration 20F: 3 clusters Score -3496722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3496736.000000 Penalty: 3323.510742
	Iteration 21Q: 3 clusters Score -3496736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3496745.250000 Penalty: 3323.510742
	Iteration 22Q: 3 clusters Score -3496745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3496742.750000 Penalty: 3323.510742
	Iteration 23Q: 3 clusters Score -3496743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3496742.500000 Penalty: 3323.510742
	Iteration 24Q: 3 clusters Score -3496742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3496745.250000 Penalty: 3323.510742
	Iteration 25Q: 3 clusters Score -3496745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3496746.500000 Penalty: 3323.510742
	Iteration 26Q: 3 clusters Score -3496746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3496747.750000 Penalty: 3323.510742
	Iteration 27Q: 3 clusters Score -3496748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3496747.750000 Penalty: 3323.510742
	Iteration 28F: 3 clusters Score -3496748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Entering Unmasked Estep 
Score: -2265944.750000 Penalty: 1590.598999
	Iteration 0F: 2 clusters Score -2265945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2253787.000000 Penalty: 3181.197998
	Iteration 0F: 3 clusters Score -2253787 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2258015.250000 Penalty: 3181.197998
	Iteration 1F: 3 clusters Score -2258015 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2258326.250000 Penalty: 3181.197998
	Iteration 2F: 3 clusters Score -2258326 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2258591.250000 Penalty: 3181.197998
	Iteration 3Q: 3 clusters Score -2258591 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2258809.750000 Penalty: 3181.197998
	Iteration 4Q: 3 clusters Score -2258810 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2258972.750000 Penalty: 3181.197998
	Iteration 5Q: 3 clusters Score -2258973 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2259136.250000 Penalty: 3181.197998
	Iteration 6Q: 3 clusters Score -2259136 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2259313.250000 Penalty: 3181.197998
	Iteration 7Q: 3 clusters Score -2259313 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2259504.750000 Penalty: 3181.197998
	Iteration 8Q: 3 clusters Score -2259505 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2259745.000000 Penalty: 3181.197998
	Iteration 9Q: 3 clusters Score -2259745 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2260053.500000 Penalty: 3181.197998
	Iteration 10Q: 3 clusters Score -2260054 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2260489.000000 Penalty: 3181.197998
	Iteration 11Q: 3 clusters Score -2260489 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2261063.500000 Penalty: 3181.197998
	Iteration 12F: 3 clusters Score -2261064 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2261694.750000 Penalty: 3181.197998
	Iteration 13F: 3 clusters Score -2261695 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2262308.000000 Penalty: 3181.197998
	Iteration 14Q: 3 clusters Score -2262308 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2262962.500000 Penalty: 3181.197998
	Iteration 15Q: 3 clusters Score -2262962 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2263548.750000 Penalty: 3181.197998
	Iteration 16Q: 3 clusters Score -2263549 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2263938.750000 Penalty: 3181.197998
	Iteration 17Q: 3 clusters Score -2263939 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2264180.000000 Penalty: 3181.197998
	Iteration 18Q: 3 clusters Score -2264180 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2264345.750000 Penalty: 3181.197998
	Iteration 19Q: 3 clusters Score -2264346 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2264426.000000 Penalty: 3181.197998
	Iteration 20F: 3 clusters Score -2264426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2264466.000000 Penalty: 3181.197998
	Iteration 21Q: 3 clusters Score -2264466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2264492.500000 Penalty: 3181.197998
	Iteration 22Q: 3 clusters Score -2264492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2264516.250000 Penalty: 3181.197998
	Iteration 23Q: 3 clusters Score -2264516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2264537.750000 Penalty: 3181.197998
	Iteration 24Q: 3 clusters Score -2264538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2264555.250000 Penalty: 3181.197998
	Iteration 25Q: 3 clusters Score -2264555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2264566.500000 Penalty: 3181.197998
	Iteration 26Q: 3 clusters Score -2264566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2264570.500000 Penalty: 3181.197998
	Iteration 27Q: 3 clusters Score -2264570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2264575.500000 Penalty: 3181.197998
	Iteration 28Q: 3 clusters Score -2264576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2264581.000000 Penalty: 3181.197998
	Iteration 29Q: 3 clusters Score -2264581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2264588.500000 Penalty: 3181.197998
	Iteration 30Q: 3 clusters Score -2264588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2264590.000000 Penalty: 3181.197998
	Iteration 31Q: 3 clusters Score -2264590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2264590.000000 Penalty: 3181.197998
	Iteration 32F: 3 clusters Score -2264590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -18493.371094 Penalty: 907.927917
	Iteration 0F: 2 clusters Score -18493.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17867.859375 Penalty: 1815.855835
	Iteration 0F: 3 clusters Score -17867.86 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18287.537109 Penalty: 1815.855835
	Iteration 1F: 3 clusters Score -18287.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18477.697266 Penalty: 1815.855835
	Iteration 2F: 3 clusters Score -18477.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18487.564453 Penalty: 1815.855835
	Iteration 3Q: 3 clusters Score -18487.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18487.564453 Penalty: 1815.855835
	Iteration 4F: 3 clusters Score -18487.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90621 members 
Entering Unmasked Estep 
Score: -11620527.000000 Penalty: 1854.846680
	Iteration 0F: 2 clusters Score -1.162053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -11561530.000000 Penalty: 3709.693359
	Iteration 0F: 3 clusters Score -1.156153e+07 nChanged 43169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -11586623.000000 Penalty: 3709.693359
	Iteration 1F: 3 clusters Score -1.158662e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -11587212.000000 Penalty: 3709.693359
	Iteration 2Q: 3 clusters Score -1.158721e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -11588114.000000 Penalty: 3709.693359
	Iteration 3Q: 3 clusters Score -1.158811e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -11589433.000000 Penalty: 3709.693359
	Iteration 4Q: 3 clusters Score -1.158943e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -11591472.000000 Penalty: 3709.693359
	Iteration 5Q: 3 clusters Score -1.159147e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -11594670.000000 Penalty: 3709.693359
	Iteration 6F: 3 clusters Score -1.159467e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 67184 members 
Entering Unmasked Estep 
Score: -11599623.000000 Penalty: 3709.693359
	Iteration 7F: 3 clusters Score -1.159962e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -11605682.000000 Penalty: 3709.693359
	Iteration 8F: 3 clusters Score -1.160568e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
Score: -11611287.000000 Penalty: 3709.693359
	Iteration 9F: 3 clusters Score -1.161129e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -11615037.000000 Penalty: 3709.693359
	Iteration 10Q: 3 clusters Score -1.161504e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 87509 members 
Entering Unmasked Estep 
Score: -11617111.000000 Penalty: 3709.693359
	Iteration 11Q: 3 clusters Score -1.161711e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 88748 members 
Entering Unmasked Estep 
Score: -11618079.000000 Penalty: 3709.693359
	Iteration 12Q: 3 clusters Score -1.161808e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 89321 members 
Entering Unmasked Estep 
Score: -11618468.000000 Penalty: 3709.693359
	Iteration 13Q: 3 clusters Score -1.161847e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -11618694.000000 Penalty: 3709.693359
	Iteration 14Q: 3 clusters Score -1.161869e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 89786 members 
Entering Unmasked Estep 
Score: -11618825.000000 Penalty: 3709.693359
	Iteration 15Q: 3 clusters Score -1.161882e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 89878 members 
Entering Unmasked Estep 
Score: -11618862.000000 Penalty: 3709.693359
	Iteration 16Q: 3 clusters Score -1.161886e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -11618919.000000 Penalty: 3709.693359
	Iteration 17Q: 3 clusters Score -1.161892e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 89960 members 
Entering Unmasked Estep 
Score: -11618941.000000 Penalty: 3709.693359
	Iteration 18Q: 3 clusters Score -1.161894e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 89986 members 
Entering Unmasked Estep 
Score: -11618954.000000 Penalty: 3709.693359
	Iteration 19Q: 3 clusters Score -1.161895e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 90009 members 
Entering Unmasked Estep 
Score: -11618972.000000 Penalty: 3709.693359
	Iteration 20F: 3 clusters Score -1.161897e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 90028 members 
Entering Unmasked Estep 
Score: -11618991.000000 Penalty: 3709.693359
	Iteration 21Q: 3 clusters Score -1.161899e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -11619032.000000 Penalty: 3709.693359
	Iteration 22Q: 3 clusters Score -1.161903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 90057 members 
Entering Unmasked Estep 
Score: -11619027.000000 Penalty: 3709.693359
	Iteration 23Q: 3 clusters Score -1.161903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 90066 members 
Entering Unmasked Estep 
Score: -11619041.000000 Penalty: 3709.693359
	Iteration 24Q: 3 clusters Score -1.161904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 90069 members 
Entering Unmasked Estep 
Score: -11619026.000000 Penalty: 3709.693359
	Iteration 25Q: 3 clusters Score -1.161903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 90074 members 
Entering Unmasked Estep 
Score: -11619041.000000 Penalty: 3709.693359
	Iteration 26Q: 3 clusters Score -1.161904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 90075 members 
Entering Unmasked Estep 
Score: -11619065.000000 Penalty: 3709.693359
	Iteration 27Q: 3 clusters Score -1.161906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 90076 members 
Entering Unmasked Estep 
Score: -11619069.000000 Penalty: 3709.693359
	Iteration 28Q: 3 clusters Score -1.161907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 90079 members 
Entering Unmasked Estep 
Score: -11619084.000000 Penalty: 3709.693359
	Iteration 29Q: 3 clusters Score -1.161908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -11619084.000000 Penalty: 3709.693359
	Iteration 30Q: 3 clusters Score -1.161908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 90083 members 
Entering Unmasked Estep 
Score: -11619082.000000 Penalty: 3709.693359
	Iteration 31Q: 3 clusters Score -1.161908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -11619083.000000 Penalty: 3709.693359
	Iteration 32Q: 3 clusters Score -1.161908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
Score: -11619081.000000 Penalty: 3709.693359
	Iteration 33Q: 3 clusters Score -1.161908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 90091 members 
Entering Unmasked Estep 
Score: -11619090.000000 Penalty: 3709.693359
	Iteration 34Q: 3 clusters Score -1.161909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 90091 members 
Entering Unmasked Estep 
Score: -11619101.000000 Penalty: 3709.693359
	Iteration 35Q: 3 clusters Score -1.16191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -11619100.000000 Penalty: 3709.693359
	Iteration 36Q: 3 clusters Score -1.16191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -11619100.000000 Penalty: 3709.693359
	Iteration 37F: 3 clusters Score -1.16191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Entering Unmasked Estep 
Score: -4107847.000000 Penalty: 1686.750122
	Iteration 0F: 2 clusters Score -4107847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -4086155.500000 Penalty: 3373.500244
	Iteration 0F: 3 clusters Score -4086156 nChanged 14873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -4094272.750000 Penalty: 3373.500244
	Iteration 1F: 3 clusters Score -4094273 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -4094629.500000 Penalty: 3373.500244
	Iteration 2Q: 3 clusters Score -4094630 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -4095033.250000 Penalty: 3373.500244
	Iteration 3Q: 3 clusters Score -4095033 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -4095441.250000 Penalty: 3373.500244
	Iteration 4Q: 3 clusters Score -4095441 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -4095944.500000 Penalty: 3373.500244
	Iteration 5Q: 3 clusters Score -4095944 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -4096652.750000 Penalty: 3373.500244
	Iteration 6Q: 3 clusters Score -4096653 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -4097620.750000 Penalty: 3373.500244
	Iteration 7F: 3 clusters Score -4097621 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -4098764.500000 Penalty: 3373.500244
	Iteration 8F: 3 clusters Score -4098764 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -4100152.250000 Penalty: 3373.500244
	Iteration 9F: 3 clusters Score -4100152 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -4101507.250000 Penalty: 3373.500244
	Iteration 10F: 3 clusters Score -4101507 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -4102677.750000 Penalty: 3373.500244
	Iteration 11Q: 3 clusters Score -4102678 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -4103621.250000 Penalty: 3373.500244
	Iteration 12Q: 3 clusters Score -4103621 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -4104436.000000 Penalty: 3373.500244
	Iteration 13Q: 3 clusters Score -4104436 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4105077.000000 Penalty: 3373.500244
	Iteration 14Q: 3 clusters Score -4105077 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4105569.500000 Penalty: 3373.500244
	Iteration 15Q: 3 clusters Score -4105570 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4105839.250000 Penalty: 3373.500244
	Iteration 16Q: 3 clusters Score -4105839 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4105951.750000 Penalty: 3373.500244
	Iteration 17Q: 3 clusters Score -4105952 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4106027.500000 Penalty: 3373.500244
	Iteration 18Q: 3 clusters Score -4106028 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4106090.750000 Penalty: 3373.500244
	Iteration 19Q: 3 clusters Score -4106091 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4106115.250000 Penalty: 3373.500244
	Iteration 20F: 3 clusters Score -4106115 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4106148.000000 Penalty: 3373.500244
	Iteration 21Q: 3 clusters Score -4106148 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4106174.000000 Penalty: 3373.500244
	Iteration 22Q: 3 clusters Score -4106174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4106193.500000 Penalty: 3373.500244
	Iteration 23Q: 3 clusters Score -4106194 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4106203.250000 Penalty: 3373.500244
	Iteration 24Q: 3 clusters Score -4106203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4106213.000000 Penalty: 3373.500244
	Iteration 25Q: 3 clusters Score -4106213 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4106215.250000 Penalty: 3373.500244
	Iteration 26Q: 3 clusters Score -4106215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4106215.750000 Penalty: 3373.500244
	Iteration 27Q: 3 clusters Score -4106216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4106222.500000 Penalty: 3373.500244
	Iteration 28Q: 3 clusters Score -4106222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4106229.500000 Penalty: 3373.500244
	Iteration 29Q: 3 clusters Score -4106230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4106240.750000 Penalty: 3373.500244
	Iteration 30Q: 3 clusters Score -4106241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4106249.000000 Penalty: 3373.500244
	Iteration 31Q: 3 clusters Score -4106249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4106256.750000 Penalty: 3373.500244
	Iteration 32Q: 3 clusters Score -4106257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4106255.500000 Penalty: 3373.500244
	Iteration 33Q: 3 clusters Score -4106256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4106258.000000 Penalty: 3373.500244
	Iteration 34Q: 3 clusters Score -4106258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4106254.500000 Penalty: 3373.500244
	Iteration 35Q: 3 clusters Score -4106254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4106273.250000 Penalty: 3373.500244
	Iteration 36Q: 3 clusters Score -4106273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4106267.500000 Penalty: 3373.500244
	Iteration 37Q: 3 clusters Score -4106268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4106274.250000 Penalty: 3373.500244
	Iteration 38Q: 3 clusters Score -4106274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4106285.000000 Penalty: 3373.500244
	Iteration 39Q: 3 clusters Score -4106285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4106298.750000 Penalty: 3373.500244
	Iteration 40F: 3 clusters Score -4106299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4106296.500000 Penalty: 3373.500244
	Iteration 41Q: 3 clusters Score -4106296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4106292.750000 Penalty: 3373.500244
	Iteration 42Q: 3 clusters Score -4106293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4106294.000000 Penalty: 3373.500244
	Iteration 43Q: 3 clusters Score -4106294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4106296.500000 Penalty: 3373.500244
	Iteration 44Q: 3 clusters Score -4106296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4106292.500000 Penalty: 3373.500244
	Iteration 45Q: 3 clusters Score -4106292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4106293.750000 Penalty: 3373.500244
	Iteration 46Q: 3 clusters Score -4106294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4106298.000000 Penalty: 3373.500244
	Iteration 47Q: 3 clusters Score -4106298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4106297.000000 Penalty: 3373.500244
	Iteration 48Q: 3 clusters Score -4106297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4106296.250000 Penalty: 3373.500244
	Iteration 49Q: 3 clusters Score -4106296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4106293.500000 Penalty: 3373.500244
	Iteration 50Q: 3 clusters Score -4106294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4106296.500000 Penalty: 3373.500244
	Iteration 51Q: 3 clusters Score -4106296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4106302.000000 Penalty: 3373.500244
	Iteration 52Q: 3 clusters Score -4106302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4106307.000000 Penalty: 3373.500244
	Iteration 53Q: 3 clusters Score -4106307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4106303.750000 Penalty: 3373.500244
	Iteration 54Q: 3 clusters Score -4106304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4106302.500000 Penalty: 3373.500244
	Iteration 55Q: 3 clusters Score -4106302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4106304.500000 Penalty: 3373.500244
	Iteration 56Q: 3 clusters Score -4106304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4106304.750000 Penalty: 3373.500244
	Iteration 57Q: 3 clusters Score -4106305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4106302.500000 Penalty: 3373.500244
	Iteration 58Q: 3 clusters Score -4106302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4106303.000000 Penalty: 3373.500244
	Iteration 59Q: 3 clusters Score -4106303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4106302.250000 Penalty: 3373.500244
	Iteration 60F: 3 clusters Score -4106302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4106303.500000 Penalty: 3373.500244
	Iteration 61Q: 3 clusters Score -4106304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4106306.250000 Penalty: 3373.500244
	Iteration 62Q: 3 clusters Score -4106306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4106306.500000 Penalty: 3373.500244
	Iteration 63Q: 3 clusters Score -4106306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4106311.250000 Penalty: 3373.500244
	Iteration 64Q: 3 clusters Score -4106311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4106311.250000 Penalty: 3373.500244
	Iteration 65F: 3 clusters Score -4106311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Entering Unmasked Estep 
Score: -970262.562500 Penalty: 1454.756348
	Iteration 0F: 2 clusters Score -970262.6 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 3893 members 
Entering Unmasked Estep 
Score: -964562.875000 Penalty: 2909.512695
	Iteration 0F: 3 clusters Score -964562.9 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -966442.687500 Penalty: 2909.512695
	Iteration 1F: 3 clusters Score -966442.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -966712.375000 Penalty: 2909.512695
	Iteration 2F: 3 clusters Score -966712.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -966898.562500 Penalty: 2909.512695
	Iteration 3F: 3 clusters Score -966898.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -967021.750000 Penalty: 2909.512695
	Iteration 4Q: 3 clusters Score -967021.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -967136.062500 Penalty: 2909.512695
	Iteration 5Q: 3 clusters Score -967136.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -967241.812500 Penalty: 2909.512695
	Iteration 6Q: 3 clusters Score -967241.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -967342.250000 Penalty: 2909.512695
	Iteration 7Q: 3 clusters Score -967342.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -967446.875000 Penalty: 2909.512695
	Iteration 8Q: 3 clusters Score -967446.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -967548.875000 Penalty: 2909.512695
	Iteration 9Q: 3 clusters Score -967548.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -967657.000000 Penalty: 2909.512695
	Iteration 10Q: 3 clusters Score -967657 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -967762.000000 Penalty: 2909.512695
	Iteration 11Q: 3 clusters Score -967762 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -967856.750000 Penalty: 2909.512695
	Iteration 12Q: 3 clusters Score -967856.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -967927.250000 Penalty: 2909.512695
	Iteration 13Q: 3 clusters Score -967927.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -967994.812500 Penalty: 2909.512695
	Iteration 14Q: 3 clusters Score -967994.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -968048.250000 Penalty: 2909.512695
	Iteration 15Q: 3 clusters Score -968048.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -968103.250000 Penalty: 2909.512695
	Iteration 16Q: 3 clusters Score -968103.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -968139.625000 Penalty: 2909.512695
	Iteration 17Q: 3 clusters Score -968139.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -968170.750000 Penalty: 2909.512695
	Iteration 18Q: 3 clusters Score -968170.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -968203.937500 Penalty: 2909.512695
	Iteration 19Q: 3 clusters Score -968203.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -968236.437500 Penalty: 2909.512695
	Iteration 20F: 3 clusters Score -968236.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -968258.375000 Penalty: 2909.512695
	Iteration 21Q: 3 clusters Score -968258.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -968281.000000 Penalty: 2909.512695
	Iteration 22Q: 3 clusters Score -968281 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -968299.625000 Penalty: 2909.512695
	Iteration 23Q: 3 clusters Score -968299.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -968328.312500 Penalty: 2909.512695
	Iteration 24Q: 3 clusters Score -968328.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -968355.250000 Penalty: 2909.512695
	Iteration 25Q: 3 clusters Score -968355.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -968376.312500 Penalty: 2909.512695
	Iteration 26Q: 3 clusters Score -968376.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -968395.000000 Penalty: 2909.512695
	Iteration 27Q: 3 clusters Score -968395 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -968421.562500 Penalty: 2909.512695
	Iteration 28Q: 3 clusters Score -968421.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -968438.000000 Penalty: 2909.512695
	Iteration 29Q: 3 clusters Score -968438 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -968454.312500 Penalty: 2909.512695
	Iteration 30Q: 3 clusters Score -968454.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -968459.875000 Penalty: 2909.512695
	Iteration 31Q: 3 clusters Score -968459.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -968468.187500 Penalty: 2909.512695
	Iteration 32Q: 3 clusters Score -968468.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -968475.375000 Penalty: 2909.512695
	Iteration 33Q: 3 clusters Score -968475.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -968482.312500 Penalty: 2909.512695
	Iteration 34Q: 3 clusters Score -968482.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -968482.875000 Penalty: 2909.512695
	Iteration 35Q: 3 clusters Score -968482.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -968487.187500 Penalty: 2909.512695
	Iteration 36Q: 3 clusters Score -968487.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -968489.500000 Penalty: 2909.512695
	Iteration 37Q: 3 clusters Score -968489.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -968490.500000 Penalty: 2909.512695
	Iteration 38Q: 3 clusters Score -968490.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -968493.625000 Penalty: 2909.512695
	Iteration 39Q: 3 clusters Score -968493.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -968494.937500 Penalty: 2909.512695
	Iteration 40F: 3 clusters Score -968494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -968496.250000 Penalty: 2909.512695
	Iteration 41Q: 3 clusters Score -968496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -968495.500000 Penalty: 2909.512695
	Iteration 42Q: 3 clusters Score -968495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -968494.250000 Penalty: 2909.512695
	Iteration 43Q: 3 clusters Score -968494.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -968494.875000 Penalty: 2909.512695
	Iteration 44Q: 3 clusters Score -968494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -968493.375000 Penalty: 2909.512695
	Iteration 45Q: 3 clusters Score -968493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -968493.937500 Penalty: 2909.512695
	Iteration 46Q: 3 clusters Score -968493.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -968495.312500 Penalty: 2909.512695
	Iteration 47Q: 3 clusters Score -968495.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -968495.812500 Penalty: 2909.512695
	Iteration 48Q: 3 clusters Score -968495.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -968497.250000 Penalty: 2909.512695
	Iteration 49Q: 3 clusters Score -968497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -968497.250000 Penalty: 2909.512695
	Iteration 50F: 3 clusters Score -968497.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Entering Unmasked Estep 
Score: -586898.812500 Penalty: 1373.435059
	Iteration 0F: 2 clusters Score -586898.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -583118.062500 Penalty: 2746.870117
	Iteration 0F: 3 clusters Score -583118.1 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -584174.125000 Penalty: 2746.870117
	Iteration 1F: 3 clusters Score -584174.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -584400.437500 Penalty: 2746.870117
	Iteration 2F: 3 clusters Score -584400.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -584611.812500 Penalty: 2746.870117
	Iteration 3F: 3 clusters Score -584611.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -584848.187500 Penalty: 2746.870117
	Iteration 4F: 3 clusters Score -584848.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -585086.625000 Penalty: 2746.870117
	Iteration 5F: 3 clusters Score -585086.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -585326.937500 Penalty: 2746.870117
	Iteration 6F: 3 clusters Score -585326.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -585542.625000 Penalty: 2746.870117
	Iteration 7F: 3 clusters Score -585542.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -585711.562500 Penalty: 2746.870117
	Iteration 8Q: 3 clusters Score -585711.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -585812.437500 Penalty: 2746.870117
	Iteration 9Q: 3 clusters Score -585812.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -585864.312500 Penalty: 2746.870117
	Iteration 10Q: 3 clusters Score -585864.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -585894.250000 Penalty: 2746.870117
	Iteration 11Q: 3 clusters Score -585894.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -585913.562500 Penalty: 2746.870117
	Iteration 12Q: 3 clusters Score -585913.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -585923.875000 Penalty: 2746.870117
	Iteration 13Q: 3 clusters Score -585923.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -585930.812500 Penalty: 2746.870117
	Iteration 14Q: 3 clusters Score -585930.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -585934.000000 Penalty: 2746.870117
	Iteration 15Q: 3 clusters Score -585934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -585940.312500 Penalty: 2746.870117
	Iteration 16Q: 3 clusters Score -585940.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -585941.562500 Penalty: 2746.870117
	Iteration 17Q: 3 clusters Score -585941.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -585944.812500 Penalty: 2746.870117
	Iteration 18Q: 3 clusters Score -585944.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -585948.437500 Penalty: 2746.870117
	Iteration 19Q: 3 clusters Score -585948.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -585948.312500 Penalty: 2746.870117
	Iteration 20F: 3 clusters Score -585948.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -585949.937500 Penalty: 2746.870117
	Iteration 21Q: 3 clusters Score -585949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -585949.312500 Penalty: 2746.870117
	Iteration 22Q: 3 clusters Score -585949.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -585949.312500 Penalty: 2746.870117
	Iteration 23F: 3 clusters Score -585949.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (130397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130397 members 
Entering Unmasked Estep 
Score: -16573526.000000 Penalty: 1913.980103
	Iteration 0F: 2 clusters Score -1.657353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -16492918.000000 Penalty: 3827.960205
	Iteration 0F: 3 clusters Score -1.649292e+07 nChanged 62684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -16530028.000000 Penalty: 3827.960205
	Iteration 1F: 3 clusters Score -1.653003e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69266 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -16531897.000000 Penalty: 3827.960205
	Iteration 2Q: 3 clusters Score -1.65319e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71553 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -16534344.000000 Penalty: 3827.960205
	Iteration 3Q: 3 clusters Score -1.653434e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -16537317.000000 Penalty: 3827.960205
	Iteration 4F: 3 clusters Score -1.653732e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -16540631.000000 Penalty: 3827.960205
	Iteration 5F: 3 clusters Score -1.654063e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -16544439.000000 Penalty: 3827.960205
	Iteration 6F: 3 clusters Score -1.654444e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82804 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -16548629.000000 Penalty: 3827.960205
	Iteration 7F: 3 clusters Score -1.654863e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85215 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -16553232.000000 Penalty: 3827.960205
	Iteration 8F: 3 clusters Score -1.655323e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -16557044.000000 Penalty: 3827.960205
	Iteration 9Q: 3 clusters Score -1.655704e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87677 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -16559312.000000 Penalty: 3827.960205
	Iteration 10Q: 3 clusters Score -1.655931e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88397 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -16560342.000000 Penalty: 3827.960205
	Iteration 11Q: 3 clusters Score -1.656034e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89101 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -16560754.000000 Penalty: 3827.960205
	Iteration 12Q: 3 clusters Score -1.656075e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89815 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -16561055.000000 Penalty: 3827.960205
	Iteration 13Q: 3 clusters Score -1.656106e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90460 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -16561217.000000 Penalty: 3827.960205
	Iteration 14Q: 3 clusters Score -1.656122e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -16561462.000000 Penalty: 3827.960205
	Iteration 15Q: 3 clusters Score -1.656146e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91923 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -16561645.000000 Penalty: 3827.960205
	Iteration 16Q: 3 clusters Score -1.656164e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92764 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -16561874.000000 Penalty: 3827.960205
	Iteration 17Q: 3 clusters Score -1.656187e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -16562072.000000 Penalty: 3827.960205
	Iteration 18Q: 3 clusters Score -1.656207e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94584 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -16562330.000000 Penalty: 3827.960205
	Iteration 19Q: 3 clusters Score -1.656233e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95678 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -16562673.000000 Penalty: 3827.960205
	Iteration 20F: 3 clusters Score -1.656267e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96821 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -16563016.000000 Penalty: 3827.960205
	Iteration 21Q: 3 clusters Score -1.656302e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98099 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -16563353.000000 Penalty: 3827.960205
	Iteration 22Q: 3 clusters Score -1.656335e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99372 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -16563764.000000 Penalty: 3827.960205
	Iteration 23Q: 3 clusters Score -1.656376e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100615 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -16564173.000000 Penalty: 3827.960205
	Iteration 24Q: 3 clusters Score -1.656417e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -16564533.000000 Penalty: 3827.960205
	Iteration 25Q: 3 clusters Score -1.656453e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103200 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -16564954.000000 Penalty: 3827.960205
	Iteration 26Q: 3 clusters Score -1.656495e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104525 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -16565524.000000 Penalty: 3827.960205
	Iteration 27Q: 3 clusters Score -1.656552e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -16566005.000000 Penalty: 3827.960205
	Iteration 28Q: 3 clusters Score -1.6566e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107224 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -16566464.000000 Penalty: 3827.960205
	Iteration 29Q: 3 clusters Score -1.656646e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108603 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -16567083.000000 Penalty: 3827.960205
	Iteration 30Q: 3 clusters Score -1.656708e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109998 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -16567835.000000 Penalty: 3827.960205
	Iteration 31Q: 3 clusters Score -1.656784e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111431 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -16568701.000000 Penalty: 3827.960205
	Iteration 32Q: 3 clusters Score -1.65687e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112953 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -16569513.000000 Penalty: 3827.960205
	Iteration 33Q: 3 clusters Score -1.656951e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114514 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -16570283.000000 Penalty: 3827.960205
	Iteration 34Q: 3 clusters Score -1.657028e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116115 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -16570884.000000 Penalty: 3827.960205
	Iteration 35Q: 3 clusters Score -1.657088e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117711 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -16571196.000000 Penalty: 3827.960205
	Iteration 36Q: 3 clusters Score -1.65712e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119255 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -16571583.000000 Penalty: 3827.960205
	Iteration 37Q: 3 clusters Score -1.657158e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120676 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -16571845.000000 Penalty: 3827.960205
	Iteration 38Q: 3 clusters Score -1.657184e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121930 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -16572035.000000 Penalty: 3827.960205
	Iteration 39Q: 3 clusters Score -1.657204e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123053 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -16572155.000000 Penalty: 3827.960205
	Iteration 40F: 3 clusters Score -1.657216e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123987 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -16572268.000000 Penalty: 3827.960205
	Iteration 41Q: 3 clusters Score -1.657227e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124784 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -16572352.000000 Penalty: 3827.960205
	Iteration 42Q: 3 clusters Score -1.657235e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125435 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -16572480.000000 Penalty: 3827.960205
	Iteration 43Q: 3 clusters Score -1.657248e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125961 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -16572520.000000 Penalty: 3827.960205
	Iteration 44Q: 3 clusters Score -1.657252e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126388 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -16572647.000000 Penalty: 3827.960205
	Iteration 45Q: 3 clusters Score -1.657265e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126712 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -16572758.000000 Penalty: 3827.960205
	Iteration 46Q: 3 clusters Score -1.657276e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126984 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -16572755.000000 Penalty: 3827.960205
	Iteration 47Q: 3 clusters Score -1.657276e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127236 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -16572810.000000 Penalty: 3827.960205
	Iteration 48Q: 3 clusters Score -1.657281e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127447 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -16572830.000000 Penalty: 3827.960205
	Iteration 49Q: 3 clusters Score -1.657283e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127620 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -16572786.000000 Penalty: 3827.960205
	Iteration 50Q: 3 clusters Score -1.657279e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127763 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -16572798.000000 Penalty: 3827.960205
	Iteration 51Q: 3 clusters Score -1.65728e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127880 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -16572787.000000 Penalty: 3827.960205
	Iteration 52Q: 3 clusters Score -1.657279e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127968 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -16572745.000000 Penalty: 3827.960205
	Iteration 53Q: 3 clusters Score -1.657274e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128049 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -16572720.000000 Penalty: 3827.960205
	Iteration 54Q: 3 clusters Score -1.657272e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128117 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -16572706.000000 Penalty: 3827.960205
	Iteration 55Q: 3 clusters Score -1.657271e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128183 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -16572706.000000 Penalty: 3827.960205
	Iteration 56Q: 3 clusters Score -1.657271e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128233 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -16572707.000000 Penalty: 3827.960205
	Iteration 57Q: 3 clusters Score -1.657271e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128268 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -16572687.000000 Penalty: 3827.960205
	Iteration 58Q: 3 clusters Score -1.657269e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128313 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -16572695.000000 Penalty: 3827.960205
	Iteration 59Q: 3 clusters Score -1.65727e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128354 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -16572685.000000 Penalty: 3827.960205
	Iteration 60F: 3 clusters Score -1.657268e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128407 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -16572681.000000 Penalty: 3827.960205
	Iteration 61Q: 3 clusters Score -1.657268e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128453 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -16572680.000000 Penalty: 3827.960205
	Iteration 62Q: 3 clusters Score -1.657268e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128498 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -16572671.000000 Penalty: 3827.960205
	Iteration 63Q: 3 clusters Score -1.657267e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128524 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -16572667.000000 Penalty: 3827.960205
	Iteration 64Q: 3 clusters Score -1.657267e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128550 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -16572682.000000 Penalty: 3827.960205
	Iteration 65Q: 3 clusters Score -1.657268e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128572 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -16572673.000000 Penalty: 3827.960205
	Iteration 66Q: 3 clusters Score -1.657267e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128591 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -16572684.000000 Penalty: 3827.960205
	Iteration 67Q: 3 clusters Score -1.657268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128604 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -16572680.000000 Penalty: 3827.960205
	Iteration 68Q: 3 clusters Score -1.657268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128613 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -16572695.000000 Penalty: 3827.960205
	Iteration 69Q: 3 clusters Score -1.65727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128620 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -16572689.000000 Penalty: 3827.960205
	Iteration 70Q: 3 clusters Score -1.657269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128623 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -16572701.000000 Penalty: 3827.960205
	Iteration 71Q: 3 clusters Score -1.65727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128626 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -16572687.000000 Penalty: 3827.960205
	Iteration 72Q: 3 clusters Score -1.657269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128632 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -16572683.000000 Penalty: 3827.960205
	Iteration 73Q: 3 clusters Score -1.657268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128640 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -16572664.000000 Penalty: 3827.960205
	Iteration 74Q: 3 clusters Score -1.657266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128647 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -16572667.000000 Penalty: 3827.960205
	Iteration 75Q: 3 clusters Score -1.657267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128650 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -16572673.000000 Penalty: 3827.960205
	Iteration 76Q: 3 clusters Score -1.657267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128655 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -16572678.000000 Penalty: 3827.960205
	Iteration 77Q: 3 clusters Score -1.657268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128654 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -16572673.000000 Penalty: 3827.960205
	Iteration 78Q: 3 clusters Score -1.657267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128655 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -16572673.000000 Penalty: 3827.960205
	Iteration 79Q: 3 clusters Score -1.657267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128655 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -16572678.000000 Penalty: 3827.960205
	Iteration 80F: 3 clusters Score -1.657268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128658 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -16572676.000000 Penalty: 3827.960205
	Iteration 81Q: 3 clusters Score -1.657268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128661 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -16572672.000000 Penalty: 3827.960205
	Iteration 82Q: 3 clusters Score -1.657267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128661 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -16572669.000000 Penalty: 3827.960205
	Iteration 83Q: 3 clusters Score -1.657267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128662 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -16572672.000000 Penalty: 3827.960205
	Iteration 84Q: 3 clusters Score -1.657267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128663 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -16572673.000000 Penalty: 3827.960205
	Iteration 85Q: 3 clusters Score -1.657267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128664 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -16572669.000000 Penalty: 3827.960205
	Iteration 86Q: 3 clusters Score -1.657267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128667 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -16572671.000000 Penalty: 3827.960205
	Iteration 87Q: 3 clusters Score -1.657267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128673 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -16572682.000000 Penalty: 3827.960205
	Iteration 88Q: 3 clusters Score -1.657268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128682 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -16572671.000000 Penalty: 3827.960205
	Iteration 89Q: 3 clusters Score -1.657267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128685 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -16572673.000000 Penalty: 3827.960205
	Iteration 90Q: 3 clusters Score -1.657267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128688 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -16572672.000000 Penalty: 3827.960205
	Iteration 91Q: 3 clusters Score -1.657267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128692 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -16572669.000000 Penalty: 3827.960205
	Iteration 92Q: 3 clusters Score -1.657267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128695 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -16572677.000000 Penalty: 3827.960205
	Iteration 93Q: 3 clusters Score -1.657268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128700 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -16572670.000000 Penalty: 3827.960205
	Iteration 94Q: 3 clusters Score -1.657267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128704 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -16572663.000000 Penalty: 3827.960205
	Iteration 95Q: 3 clusters Score -1.657266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128709 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -16572663.000000 Penalty: 3827.960205
	Iteration 96Q: 3 clusters Score -1.657266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128716 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -16572655.000000 Penalty: 3827.960205
	Iteration 97Q: 3 clusters Score -1.657266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128721 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -16572651.000000 Penalty: 3827.960205
	Iteration 98Q: 3 clusters Score -1.657265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128726 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -16572660.000000 Penalty: 3827.960205
	Iteration 99Q: 3 clusters Score -1.657266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128732 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -16572673.000000 Penalty: 3827.960205
	Iteration 100F: 3 clusters Score -1.657267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128736 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -16572660.000000 Penalty: 3827.960205
	Iteration 101Q: 3 clusters Score -1.657266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128740 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -16572661.000000 Penalty: 3827.960205
	Iteration 102Q: 3 clusters Score -1.657266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128744 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -16572662.000000 Penalty: 3827.960205
	Iteration 103Q: 3 clusters Score -1.657266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128747 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -16572660.000000 Penalty: 3827.960205
	Iteration 104Q: 3 clusters Score -1.657266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128749 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -16572662.000000 Penalty: 3827.960205
	Iteration 105Q: 3 clusters Score -1.657266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128751 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -16572658.000000 Penalty: 3827.960205
	Iteration 106Q: 3 clusters Score -1.657266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128755 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -16572667.000000 Penalty: 3827.960205
	Iteration 107Q: 3 clusters Score -1.657267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128760 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -16572674.000000 Penalty: 3827.960205
	Iteration 108Q: 3 clusters Score -1.657267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128768 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -16572680.000000 Penalty: 3827.960205
	Iteration 109Q: 3 clusters Score -1.657268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128772 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -16572678.000000 Penalty: 3827.960205
	Iteration 110Q: 3 clusters Score -1.657268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128775 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -16572672.000000 Penalty: 3827.960205
	Iteration 111Q: 3 clusters Score -1.657267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128778 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -16572675.000000 Penalty: 3827.960205
	Iteration 112Q: 3 clusters Score -1.657268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128780 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -16572668.000000 Penalty: 3827.960205
	Iteration 113Q: 3 clusters Score -1.657267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128784 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -16572671.000000 Penalty: 3827.960205
	Iteration 114Q: 3 clusters Score -1.657267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128786 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -16572673.000000 Penalty: 3827.960205
	Iteration 115Q: 3 clusters Score -1.657267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128789 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -16572677.000000 Penalty: 3827.960205
	Iteration 116Q: 3 clusters Score -1.657268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128789 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -16572682.000000 Penalty: 3827.960205
	Iteration 117Q: 3 clusters Score -1.657268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128792 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -16572676.000000 Penalty: 3827.960205
	Iteration 118Q: 3 clusters Score -1.657268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128795 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -16572674.000000 Penalty: 3827.960205
	Iteration 119Q: 3 clusters Score -1.657267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128799 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -16572674.000000 Penalty: 3827.960205
	Iteration 120F: 3 clusters Score -1.657267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128805 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -16572682.000000 Penalty: 3827.960205
	Iteration 121Q: 3 clusters Score -1.657268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128812 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -16572674.000000 Penalty: 3827.960205
	Iteration 122Q: 3 clusters Score -1.657267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128812 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -16572674.000000 Penalty: 3827.960205
	Iteration 123Q: 3 clusters Score -1.657267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128812 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -16572668.000000 Penalty: 3827.960205
	Iteration 124Q: 3 clusters Score -1.657267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128817 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -16572677.000000 Penalty: 3827.960205
	Iteration 125Q: 3 clusters Score -1.657268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128820 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -16572672.000000 Penalty: 3827.960205
	Iteration 126Q: 3 clusters Score -1.657267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128829 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -16572668.000000 Penalty: 3827.960205
	Iteration 127Q: 3 clusters Score -1.657267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128837 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -16572670.000000 Penalty: 3827.960205
	Iteration 128Q: 3 clusters Score -1.657267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128845 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -16572653.000000 Penalty: 3827.960205
	Iteration 129Q: 3 clusters Score -1.657265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128853 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -16572657.000000 Penalty: 3827.960205
	Iteration 130Q: 3 clusters Score -1.657266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128859 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -16572647.000000 Penalty: 3827.960205
	Iteration 131Q: 3 clusters Score -1.657265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128865 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -16572656.000000 Penalty: 3827.960205
	Iteration 132Q: 3 clusters Score -1.657266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128872 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -16572652.000000 Penalty: 3827.960205
	Iteration 133Q: 3 clusters Score -1.657265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128881 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -16572654.000000 Penalty: 3827.960205
	Iteration 134Q: 3 clusters Score -1.657265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128887 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -16572657.000000 Penalty: 3827.960205
	Iteration 135Q: 3 clusters Score -1.657266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128894 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -16572647.000000 Penalty: 3827.960205
	Iteration 136Q: 3 clusters Score -1.657265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128901 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -16572636.000000 Penalty: 3827.960205
	Iteration 137Q: 3 clusters Score -1.657264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128907 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -16572647.000000 Penalty: 3827.960205
	Iteration 138Q: 3 clusters Score -1.657265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128914 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -16572641.000000 Penalty: 3827.960205
	Iteration 139Q: 3 clusters Score -1.657264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128922 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -16572635.000000 Penalty: 3827.960205
	Iteration 140F: 3 clusters Score -1.657264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128930 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -16572634.000000 Penalty: 3827.960205
	Iteration 141Q: 3 clusters Score -1.657263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128934 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -16572635.000000 Penalty: 3827.960205
	Iteration 142Q: 3 clusters Score -1.657264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128938 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -16572638.000000 Penalty: 3827.960205
	Iteration 143Q: 3 clusters Score -1.657264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128948 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -16572658.000000 Penalty: 3827.960205
	Iteration 144Q: 3 clusters Score -1.657266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128954 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -16572652.000000 Penalty: 3827.960205
	Iteration 145Q: 3 clusters Score -1.657265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128962 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -16572665.000000 Penalty: 3827.960205
	Iteration 146Q: 3 clusters Score -1.657266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128969 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -16572641.000000 Penalty: 3827.960205
	Iteration 147Q: 3 clusters Score -1.657264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128977 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -16572634.000000 Penalty: 3827.960205
	Iteration 148Q: 3 clusters Score -1.657263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128986 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -16572641.000000 Penalty: 3827.960205
	Iteration 149Q: 3 clusters Score -1.657264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128993 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -16572653.000000 Penalty: 3827.960205
	Iteration 150Q: 3 clusters Score -1.657265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129000 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -16572638.000000 Penalty: 3827.960205
	Iteration 151Q: 3 clusters Score -1.657264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129006 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -16572636.000000 Penalty: 3827.960205
	Iteration 152Q: 3 clusters Score -1.657264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129009 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -16572646.000000 Penalty: 3827.960205
	Iteration 153Q: 3 clusters Score -1.657265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129010 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -16572638.000000 Penalty: 3827.960205
	Iteration 154Q: 3 clusters Score -1.657264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129010 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -16572638.000000 Penalty: 3827.960205
	Iteration 155F: 3 clusters Score -1.657264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Entering Unmasked Estep 
Score: -1552527.000000 Penalty: 1532.654907
	Iteration 0F: 2 clusters Score -1552527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1543760.750000 Penalty: 3065.309814
	Iteration 0F: 3 clusters Score -1543761 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1546892.000000 Penalty: 3065.309814
	Iteration 1F: 3 clusters Score -1546892 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1547411.500000 Penalty: 3065.309814
	Iteration 2F: 3 clusters Score -1547412 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1547996.125000 Penalty: 3065.309814
	Iteration 3F: 3 clusters Score -1547996 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1548525.375000 Penalty: 3065.309814
	Iteration 4F: 3 clusters Score -1548525 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1548988.750000 Penalty: 3065.309814
	Iteration 5F: 3 clusters Score -1548989 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1549419.500000 Penalty: 3065.309814
	Iteration 6F: 3 clusters Score -1549420 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1549794.875000 Penalty: 3065.309814
	Iteration 7Q: 3 clusters Score -1549795 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1550080.250000 Penalty: 3065.309814
	Iteration 8Q: 3 clusters Score -1550080 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1550297.375000 Penalty: 3065.309814
	Iteration 9Q: 3 clusters Score -1550297 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1550457.375000 Penalty: 3065.309814
	Iteration 10Q: 3 clusters Score -1550457 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1550583.625000 Penalty: 3065.309814
	Iteration 11Q: 3 clusters Score -1550584 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1550694.875000 Penalty: 3065.309814
	Iteration 12Q: 3 clusters Score -1550695 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1550772.125000 Penalty: 3065.309814
	Iteration 13Q: 3 clusters Score -1550772 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1550841.625000 Penalty: 3065.309814
	Iteration 14Q: 3 clusters Score -1550842 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1550910.375000 Penalty: 3065.309814
	Iteration 15Q: 3 clusters Score -1550910 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1550968.125000 Penalty: 3065.309814
	Iteration 16Q: 3 clusters Score -1550968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1551013.500000 Penalty: 3065.309814
	Iteration 17Q: 3 clusters Score -1551014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1551058.500000 Penalty: 3065.309814
	Iteration 18Q: 3 clusters Score -1551058 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1551113.750000 Penalty: 3065.309814
	Iteration 19Q: 3 clusters Score -1551114 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1551167.375000 Penalty: 3065.309814
	Iteration 20F: 3 clusters Score -1551167 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1551199.375000 Penalty: 3065.309814
	Iteration 21Q: 3 clusters Score -1551199 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1551230.250000 Penalty: 3065.309814
	Iteration 22Q: 3 clusters Score -1551230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1551254.750000 Penalty: 3065.309814
	Iteration 23Q: 3 clusters Score -1551255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1551280.375000 Penalty: 3065.309814
	Iteration 24Q: 3 clusters Score -1551280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1551292.875000 Penalty: 3065.309814
	Iteration 25Q: 3 clusters Score -1551293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1551309.250000 Penalty: 3065.309814
	Iteration 26Q: 3 clusters Score -1551309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1551321.750000 Penalty: 3065.309814
	Iteration 27Q: 3 clusters Score -1551322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1551334.000000 Penalty: 3065.309814
	Iteration 28Q: 3 clusters Score -1551334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1551344.125000 Penalty: 3065.309814
	Iteration 29Q: 3 clusters Score -1551344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1551347.250000 Penalty: 3065.309814
	Iteration 30Q: 3 clusters Score -1551347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1551348.375000 Penalty: 3065.309814
	Iteration 31Q: 3 clusters Score -1551348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1551355.375000 Penalty: 3065.309814
	Iteration 32Q: 3 clusters Score -1551355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1551358.125000 Penalty: 3065.309814
	Iteration 33Q: 3 clusters Score -1551358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1551359.250000 Penalty: 3065.309814
	Iteration 34Q: 3 clusters Score -1551359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1551363.125000 Penalty: 3065.309814
	Iteration 35Q: 3 clusters Score -1551363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1551370.500000 Penalty: 3065.309814
	Iteration 36Q: 3 clusters Score -1551370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1551375.875000 Penalty: 3065.309814
	Iteration 37Q: 3 clusters Score -1551376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1551380.875000 Penalty: 3065.309814
	Iteration 38Q: 3 clusters Score -1551381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1551385.500000 Penalty: 3065.309814
	Iteration 39Q: 3 clusters Score -1551386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1551391.750000 Penalty: 3065.309814
	Iteration 40F: 3 clusters Score -1551392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1551396.125000 Penalty: 3065.309814
	Iteration 41Q: 3 clusters Score -1551396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1551409.625000 Penalty: 3065.309814
	Iteration 42Q: 3 clusters Score -1551410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1551426.125000 Penalty: 3065.309814
	Iteration 43Q: 3 clusters Score -1551426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1551430.250000 Penalty: 3065.309814
	Iteration 44Q: 3 clusters Score -1551430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1551431.875000 Penalty: 3065.309814
	Iteration 45Q: 3 clusters Score -1551432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1551433.000000 Penalty: 3065.309814
	Iteration 46Q: 3 clusters Score -1551433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1551438.375000 Penalty: 3065.309814
	Iteration 47Q: 3 clusters Score -1551438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1551438.000000 Penalty: 3065.309814
	Iteration 48Q: 3 clusters Score -1551438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1551442.125000 Penalty: 3065.309814
	Iteration 49Q: 3 clusters Score -1551442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1551449.000000 Penalty: 3065.309814
	Iteration 50Q: 3 clusters Score -1551449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1551448.375000 Penalty: 3065.309814
	Iteration 51Q: 3 clusters Score -1551448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1551452.375000 Penalty: 3065.309814
	Iteration 52Q: 3 clusters Score -1551452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1551456.375000 Penalty: 3065.309814
	Iteration 53Q: 3 clusters Score -1551456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1551462.875000 Penalty: 3065.309814
	Iteration 54Q: 3 clusters Score -1551463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1551467.750000 Penalty: 3065.309814
	Iteration 55Q: 3 clusters Score -1551468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1551476.625000 Penalty: 3065.309814
	Iteration 56Q: 3 clusters Score -1551477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1551479.500000 Penalty: 3065.309814
	Iteration 57Q: 3 clusters Score -1551480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1551486.125000 Penalty: 3065.309814
	Iteration 58Q: 3 clusters Score -1551486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1551499.000000 Penalty: 3065.309814
	Iteration 59Q: 3 clusters Score -1551499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1551506.250000 Penalty: 3065.309814
	Iteration 60F: 3 clusters Score -1551506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1551509.500000 Penalty: 3065.309814
	Iteration 61Q: 3 clusters Score -1551510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1551509.375000 Penalty: 3065.309814
	Iteration 62Q: 3 clusters Score -1551509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1551509.750000 Penalty: 3065.309814
	Iteration 63Q: 3 clusters Score -1551510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1551509.750000 Penalty: 3065.309814
	Iteration 64F: 3 clusters Score -1551510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -20571.986328 Penalty: 857.693665
	Iteration 0F: 2 clusters Score -20571.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19916.320312 Penalty: 1715.387329
	Iteration 0F: 3 clusters Score -19916.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20043.181641 Penalty: 1715.387329
	Iteration 1F: 3 clusters Score -20043.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20066.382812 Penalty: 1715.387329
	Iteration 2Q: 3 clusters Score -20066.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20077.873047 Penalty: 1715.387329
	Iteration 3Q: 3 clusters Score -20077.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20077.873047 Penalty: 1715.387329
	Iteration 4F: 3 clusters Score -20077.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -108659.585938 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -108659.6 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 481 members 
Entering Unmasked Estep 
Score: -107314.304688 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -107314.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -107730.078125 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -107730.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -107938.171875 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -107938.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -108030.414062 Penalty: 2237.125244
	Iteration 3F: 3 clusters Score -108030.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -108079.109375 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -108079.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -108112.570312 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -108112.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -108133.453125 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -108133.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108142.492188 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -108142.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108147.757812 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -108147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -108152.062500 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -108152.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -108154.789062 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -108154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108156.890625 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -108156.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -108157.867188 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -108157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -108158.195312 Penalty: 2237.125244
	Iteration 13Q: 3 clusters Score -108158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108163.570312 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -108163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -108166.656250 Penalty: 2237.125244
	Iteration 15Q: 3 clusters Score -108166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -108167.906250 Penalty: 2237.125244
	Iteration 16Q: 3 clusters Score -108167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -108168.445312 Penalty: 2237.125244
	Iteration 17Q: 3 clusters Score -108168.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -108169.976562 Penalty: 2237.125244
	Iteration 18Q: 3 clusters Score -108170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108170.859375 Penalty: 2237.125244
	Iteration 19Q: 3 clusters Score -108170.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108170.859375 Penalty: 2237.125244
	Iteration 20F: 3 clusters Score -108170.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Entering Unmasked Estep 
Score: -692499.062500 Penalty: 1398.761841
	Iteration 0F: 2 clusters Score -692499.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -688289.125000 Penalty: 2797.523682
	Iteration 0F: 3 clusters Score -688289.1 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -689634.187500 Penalty: 2797.523682
	Iteration 1F: 3 clusters Score -689634.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -689941.812500 Penalty: 2797.523682
	Iteration 2F: 3 clusters Score -689941.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -690172.750000 Penalty: 2797.523682
	Iteration 3F: 3 clusters Score -690172.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -690332.875000 Penalty: 2797.523682
	Iteration 4Q: 3 clusters Score -690332.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -690435.250000 Penalty: 2797.523682
	Iteration 5Q: 3 clusters Score -690435.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -690524.500000 Penalty: 2797.523682
	Iteration 6Q: 3 clusters Score -690524.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -690597.187500 Penalty: 2797.523682
	Iteration 7Q: 3 clusters Score -690597.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -690686.750000 Penalty: 2797.523682
	Iteration 8Q: 3 clusters Score -690686.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -690797.312500 Penalty: 2797.523682
	Iteration 9Q: 3 clusters Score -690797.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -690920.687500 Penalty: 2797.523682
	Iteration 10Q: 3 clusters Score -690920.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -691022.812500 Penalty: 2797.523682
	Iteration 11Q: 3 clusters Score -691022.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -691111.625000 Penalty: 2797.523682
	Iteration 12Q: 3 clusters Score -691111.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -691178.875000 Penalty: 2797.523682
	Iteration 13Q: 3 clusters Score -691178.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -691240.875000 Penalty: 2797.523682
	Iteration 14Q: 3 clusters Score -691240.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -691275.125000 Penalty: 2797.523682
	Iteration 15Q: 3 clusters Score -691275.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -691300.312500 Penalty: 2797.523682
	Iteration 16Q: 3 clusters Score -691300.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -691322.687500 Penalty: 2797.523682
	Iteration 17Q: 3 clusters Score -691322.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -691342.750000 Penalty: 2797.523682
	Iteration 18Q: 3 clusters Score -691342.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -691355.500000 Penalty: 2797.523682
	Iteration 19Q: 3 clusters Score -691355.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -691368.250000 Penalty: 2797.523682
	Iteration 20F: 3 clusters Score -691368.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -691375.687500 Penalty: 2797.523682
	Iteration 21Q: 3 clusters Score -691375.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -691380.875000 Penalty: 2797.523682
	Iteration 22Q: 3 clusters Score -691380.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -691383.750000 Penalty: 2797.523682
	Iteration 23Q: 3 clusters Score -691383.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -691385.687500 Penalty: 2797.523682
	Iteration 24Q: 3 clusters Score -691385.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -691389.187500 Penalty: 2797.523682
	Iteration 25Q: 3 clusters Score -691389.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -691391.937500 Penalty: 2797.523682
	Iteration 26Q: 3 clusters Score -691391.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -691390.500000 Penalty: 2797.523682
	Iteration 27Q: 3 clusters Score -691390.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -691393.375000 Penalty: 2797.523682
	Iteration 28Q: 3 clusters Score -691393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -691393.875000 Penalty: 2797.523682
	Iteration 29Q: 3 clusters Score -691393.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -691393.750000 Penalty: 2797.523682
	Iteration 30Q: 3 clusters Score -691393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -691393.375000 Penalty: 2797.523682
	Iteration 31Q: 3 clusters Score -691393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -691394.500000 Penalty: 2797.523682
	Iteration 32Q: 3 clusters Score -691394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -691394.500000 Penalty: 2797.523682
	Iteration 33F: 3 clusters Score -691394.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Entering Unmasked Estep 
Score: -1249752.000000 Penalty: 1500.756226
	Iteration 0F: 2 clusters Score -1249752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1242413.375000 Penalty: 3001.512451
	Iteration 0F: 3 clusters Score -1242413 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1244851.875000 Penalty: 3001.512451
	Iteration 1F: 3 clusters Score -1244852 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1245195.625000 Penalty: 3001.512451
	Iteration 2F: 3 clusters Score -1245196 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1245499.500000 Penalty: 3001.512451
	Iteration 3F: 3 clusters Score -1245500 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1245826.875000 Penalty: 3001.512451
	Iteration 4F: 3 clusters Score -1245827 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1246177.500000 Penalty: 3001.512451
	Iteration 5F: 3 clusters Score -1246178 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1246505.750000 Penalty: 3001.512451
	Iteration 6F: 3 clusters Score -1246506 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1246801.500000 Penalty: 3001.512451
	Iteration 7F: 3 clusters Score -1246802 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1247077.000000 Penalty: 3001.512451
	Iteration 8Q: 3 clusters Score -1247077 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1247367.250000 Penalty: 3001.512451
	Iteration 9Q: 3 clusters Score -1247367 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1247727.750000 Penalty: 3001.512451
	Iteration 10Q: 3 clusters Score -1247728 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1248116.500000 Penalty: 3001.512451
	Iteration 11Q: 3 clusters Score -1248116 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1248474.875000 Penalty: 3001.512451
	Iteration 12Q: 3 clusters Score -1248475 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1248728.625000 Penalty: 3001.512451
	Iteration 13Q: 3 clusters Score -1248729 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1248896.375000 Penalty: 3001.512451
	Iteration 14Q: 3 clusters Score -1248896 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1249001.250000 Penalty: 3001.512451
	Iteration 15Q: 3 clusters Score -1249001 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1249081.750000 Penalty: 3001.512451
	Iteration 16Q: 3 clusters Score -1249082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1249126.250000 Penalty: 3001.512451
	Iteration 17Q: 3 clusters Score -1249126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1249143.875000 Penalty: 3001.512451
	Iteration 18Q: 3 clusters Score -1249144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1249151.875000 Penalty: 3001.512451
	Iteration 19Q: 3 clusters Score -1249152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1249163.625000 Penalty: 3001.512451
	Iteration 20F: 3 clusters Score -1249164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1249165.875000 Penalty: 3001.512451
	Iteration 21Q: 3 clusters Score -1249166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1249168.000000 Penalty: 3001.512451
	Iteration 22Q: 3 clusters Score -1249168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1249170.750000 Penalty: 3001.512451
	Iteration 23Q: 3 clusters Score -1249171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1249172.000000 Penalty: 3001.512451
	Iteration 24Q: 3 clusters Score -1249172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1249170.625000 Penalty: 3001.512451
	Iteration 25Q: 3 clusters Score -1249171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1249170.625000 Penalty: 3001.512451
	Iteration 26F: 3 clusters Score -1249171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (132758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132758 members 
Entering Unmasked Estep 
Score: -16974488.000000 Penalty: 1916.895996
	Iteration 0F: 2 clusters Score -1.697449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -16893222.000000 Penalty: 3833.791992
	Iteration 0F: 3 clusters Score -1.689322e+07 nChanged 63979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68071 members 
Mstep: Class 2 contains 64687 members 
Entering Unmasked Estep 
Score: -16930412.000000 Penalty: 3833.791992
	Iteration 1F: 3 clusters Score -1.693041e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -16931192.000000 Penalty: 3833.791992
	Iteration 2Q: 3 clusters Score -1.693119e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -16932308.000000 Penalty: 3833.791992
	Iteration 3Q: 3 clusters Score -1.693231e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71940 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -16933756.000000 Penalty: 3833.791992
	Iteration 4Q: 3 clusters Score -1.693376e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74264 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -16935896.000000 Penalty: 3833.791992
	Iteration 5Q: 3 clusters Score -1.69359e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77148 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -16939068.000000 Penalty: 3833.791992
	Iteration 6F: 3 clusters Score -1.693907e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80255 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -16943568.000000 Penalty: 3833.791992
	Iteration 7F: 3 clusters Score -1.694357e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82995 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -16949810.000000 Penalty: 3833.791992
	Iteration 8F: 3 clusters Score -1.694981e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -16956402.000000 Penalty: 3833.791992
	Iteration 9F: 3 clusters Score -1.69564e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84691 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -16960610.000000 Penalty: 3833.791992
	Iteration 10F: 3 clusters Score -1.696061e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84227 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -16962144.000000 Penalty: 3833.791992
	Iteration 11Q: 3 clusters Score -1.696214e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -16962920.000000 Penalty: 3833.791992
	Iteration 12Q: 3 clusters Score -1.696292e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -16963682.000000 Penalty: 3833.791992
	Iteration 13Q: 3 clusters Score -1.696368e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82148 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -16964300.000000 Penalty: 3833.791992
	Iteration 14Q: 3 clusters Score -1.69643e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81382 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -16964946.000000 Penalty: 3833.791992
	Iteration 15Q: 3 clusters Score -1.696495e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80561 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -16965522.000000 Penalty: 3833.791992
	Iteration 16Q: 3 clusters Score -1.696552e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 53077 members 
Entering Unmasked Estep 
Score: -16966106.000000 Penalty: 3833.791992
	Iteration 17Q: 3 clusters Score -1.696611e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78754 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -16966436.000000 Penalty: 3833.791992
	Iteration 18Q: 3 clusters Score -1.696644e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -16966874.000000 Penalty: 3833.791992
	Iteration 19Q: 3 clusters Score -1.696687e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -16967152.000000 Penalty: 3833.791992
	Iteration 20F: 3 clusters Score -1.696715e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -16967390.000000 Penalty: 3833.791992
	Iteration 21Q: 3 clusters Score -1.696739e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -16967534.000000 Penalty: 3833.791992
	Iteration 22Q: 3 clusters Score -1.696753e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -16967748.000000 Penalty: 3833.791992
	Iteration 23Q: 3 clusters Score -1.696775e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72906 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -16967904.000000 Penalty: 3833.791992
	Iteration 24Q: 3 clusters Score -1.69679e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71789 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -16967972.000000 Penalty: 3833.791992
	Iteration 25Q: 3 clusters Score -1.696797e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70625 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -16968050.000000 Penalty: 3833.791992
	Iteration 26Q: 3 clusters Score -1.696805e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69442 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -16968100.000000 Penalty: 3833.791992
	Iteration 27Q: 3 clusters Score -1.69681e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
Score: -16968248.000000 Penalty: 3833.791992
	Iteration 28Q: 3 clusters Score -1.696825e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -16968352.000000 Penalty: 3833.791992
	Iteration 29Q: 3 clusters Score -1.696835e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 67028 members 
Entering Unmasked Estep 
Score: -16968480.000000 Penalty: 3833.791992
	Iteration 30Q: 3 clusters Score -1.696848e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -16968528.000000 Penalty: 3833.791992
	Iteration 31Q: 3 clusters Score -1.696853e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63273 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
Score: -16968560.000000 Penalty: 3833.791992
	Iteration 32Q: 3 clusters Score -1.696856e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -16968660.000000 Penalty: 3833.791992
	Iteration 33Q: 3 clusters Score -1.696866e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 71788 members 
Entering Unmasked Estep 
Score: -16968660.000000 Penalty: 3833.791992
	Iteration 34Q: 3 clusters Score -1.696866e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -16968668.000000 Penalty: 3833.791992
	Iteration 35Q: 3 clusters Score -1.696867e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -16968694.000000 Penalty: 3833.791992
	Iteration 36Q: 3 clusters Score -1.696869e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -16968784.000000 Penalty: 3833.791992
	Iteration 37Q: 3 clusters Score -1.696878e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -16968830.000000 Penalty: 3833.791992
	Iteration 38Q: 3 clusters Score -1.696883e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
Score: -16968762.000000 Penalty: 3833.791992
	Iteration 39Q: 3 clusters Score -1.696876e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -16968774.000000 Penalty: 3833.791992
	Iteration 40F: 3 clusters Score -1.696877e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -16968766.000000 Penalty: 3833.791992
	Iteration 41Q: 3 clusters Score -1.696877e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -16968742.000000 Penalty: 3833.791992
	Iteration 42Q: 3 clusters Score -1.696874e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 79412 members 
Entering Unmasked Estep 
Score: -16968744.000000 Penalty: 3833.791992
	Iteration 43Q: 3 clusters Score -1.696874e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
Score: -16968800.000000 Penalty: 3833.791992
	Iteration 44Q: 3 clusters Score -1.69688e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -16968810.000000 Penalty: 3833.791992
	Iteration 45Q: 3 clusters Score -1.696881e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -16968812.000000 Penalty: 3833.791992
	Iteration 46Q: 3 clusters Score -1.696881e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 81657 members 
Entering Unmasked Estep 
Score: -16968784.000000 Penalty: 3833.791992
	Iteration 47Q: 3 clusters Score -1.696878e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -16968772.000000 Penalty: 3833.791992
	Iteration 48Q: 3 clusters Score -1.696877e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -16968740.000000 Penalty: 3833.791992
	Iteration 49Q: 3 clusters Score -1.696874e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -16968674.000000 Penalty: 3833.791992
	Iteration 50Q: 3 clusters Score -1.696867e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 83812 members 
Entering Unmasked Estep 
Score: -16968662.000000 Penalty: 3833.791992
	Iteration 51Q: 3 clusters Score -1.696866e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 84401 members 
Entering Unmasked Estep 
Score: -16968722.000000 Penalty: 3833.791992
	Iteration 52Q: 3 clusters Score -1.696872e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 84939 members 
Entering Unmasked Estep 
Score: -16968676.000000 Penalty: 3833.791992
	Iteration 53Q: 3 clusters Score -1.696868e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 85486 members 
Entering Unmasked Estep 
Score: -16968706.000000 Penalty: 3833.791992
	Iteration 54Q: 3 clusters Score -1.696871e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -16968704.000000 Penalty: 3833.791992
	Iteration 55Q: 3 clusters Score -1.69687e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 86599 members 
Entering Unmasked Estep 
Score: -16968698.000000 Penalty: 3833.791992
	Iteration 56Q: 3 clusters Score -1.69687e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 87170 members 
Entering Unmasked Estep 
Score: -16968668.000000 Penalty: 3833.791992
	Iteration 57Q: 3 clusters Score -1.696867e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 87763 members 
Entering Unmasked Estep 
Score: -16968636.000000 Penalty: 3833.791992
	Iteration 58Q: 3 clusters Score -1.696864e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -16968634.000000 Penalty: 3833.791992
	Iteration 59Q: 3 clusters Score -1.696863e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 88899 members 
Entering Unmasked Estep 
Score: -16968694.000000 Penalty: 3833.791992
	Iteration 60F: 3 clusters Score -1.696869e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 89461 members 
Entering Unmasked Estep 
Score: -16968648.000000 Penalty: 3833.791992
	Iteration 61Q: 3 clusters Score -1.696865e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 90073 members 
Entering Unmasked Estep 
Score: -16968640.000000 Penalty: 3833.791992
	Iteration 62Q: 3 clusters Score -1.696864e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 90674 members 
Entering Unmasked Estep 
Score: -16968648.000000 Penalty: 3833.791992
	Iteration 63Q: 3 clusters Score -1.696865e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 91293 members 
Entering Unmasked Estep 
Score: -16968586.000000 Penalty: 3833.791992
	Iteration 64Q: 3 clusters Score -1.696859e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 91915 members 
Entering Unmasked Estep 
Score: -16968564.000000 Penalty: 3833.791992
	Iteration 65Q: 3 clusters Score -1.696856e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 92563 members 
Entering Unmasked Estep 
Score: -16968620.000000 Penalty: 3833.791992
	Iteration 66Q: 3 clusters Score -1.696862e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 93220 members 
Entering Unmasked Estep 
Score: -16968578.000000 Penalty: 3833.791992
	Iteration 67Q: 3 clusters Score -1.696858e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 93864 members 
Entering Unmasked Estep 
Score: -16968550.000000 Penalty: 3833.791992
	Iteration 68Q: 3 clusters Score -1.696855e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 94482 members 
Entering Unmasked Estep 
Score: -16968422.000000 Penalty: 3833.791992
	Iteration 69Q: 3 clusters Score -1.696842e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -16968376.000000 Penalty: 3833.791992
	Iteration 70Q: 3 clusters Score -1.696838e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 95723 members 
Entering Unmasked Estep 
Score: -16968384.000000 Penalty: 3833.791992
	Iteration 71Q: 3 clusters Score -1.696838e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -16968378.000000 Penalty: 3833.791992
	Iteration 72Q: 3 clusters Score -1.696838e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 97122 members 
Entering Unmasked Estep 
Score: -16968356.000000 Penalty: 3833.791992
	Iteration 73Q: 3 clusters Score -1.696836e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 97871 members 
Entering Unmasked Estep 
Score: -16968366.000000 Penalty: 3833.791992
	Iteration 74Q: 3 clusters Score -1.696837e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 98645 members 
Entering Unmasked Estep 
Score: -16968344.000000 Penalty: 3833.791992
	Iteration 75Q: 3 clusters Score -1.696834e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -16968326.000000 Penalty: 3833.791992
	Iteration 76Q: 3 clusters Score -1.696833e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 100302 members 
Entering Unmasked Estep 
Score: -16968270.000000 Penalty: 3833.791992
	Iteration 77Q: 3 clusters Score -1.696827e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 101243 members 
Entering Unmasked Estep 
Score: -16968378.000000 Penalty: 3833.791992
	Iteration 78Q: 3 clusters Score -1.696838e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 102227 members 
Entering Unmasked Estep 
Score: -16968466.000000 Penalty: 3833.791992
	Iteration 79Q: 3 clusters Score -1.696847e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 103249 members 
Entering Unmasked Estep 
Score: -16968634.000000 Penalty: 3833.791992
	Iteration 80F: 3 clusters Score -1.696863e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 104326 members 
Entering Unmasked Estep 
Score: -16968716.000000 Penalty: 3833.791992
	Iteration 81Q: 3 clusters Score -1.696872e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 105432 members 
Entering Unmasked Estep 
Score: -16968860.000000 Penalty: 3833.791992
	Iteration 82Q: 3 clusters Score -1.696886e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 106590 members 
Entering Unmasked Estep 
Score: -16968988.000000 Penalty: 3833.791992
	Iteration 83Q: 3 clusters Score -1.696899e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 107785 members 
Entering Unmasked Estep 
Score: -16969164.000000 Penalty: 3833.791992
	Iteration 84Q: 3 clusters Score -1.696916e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 109053 members 
Entering Unmasked Estep 
Score: -16969550.000000 Penalty: 3833.791992
	Iteration 85Q: 3 clusters Score -1.696955e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 110349 members 
Entering Unmasked Estep 
Score: -16969992.000000 Penalty: 3833.791992
	Iteration 86Q: 3 clusters Score -1.696999e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 111672 members 
Entering Unmasked Estep 
Score: -16970528.000000 Penalty: 3833.791992
	Iteration 87Q: 3 clusters Score -1.697053e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 113006 members 
Entering Unmasked Estep 
Score: -16971096.000000 Penalty: 3833.791992
	Iteration 88Q: 3 clusters Score -1.69711e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 114351 members 
Entering Unmasked Estep 
Score: -16971640.000000 Penalty: 3833.791992
	Iteration 89Q: 3 clusters Score -1.697164e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 115672 members 
Entering Unmasked Estep 
Score: -16972116.000000 Penalty: 3833.791992
	Iteration 90Q: 3 clusters Score -1.697212e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 117025 members 
Entering Unmasked Estep 
Score: -16972522.000000 Penalty: 3833.791992
	Iteration 91Q: 3 clusters Score -1.697252e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 118392 members 
Entering Unmasked Estep 
Score: -16972782.000000 Penalty: 3833.791992
	Iteration 92Q: 3 clusters Score -1.697278e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 119710 members 
Entering Unmasked Estep 
Score: -16973132.000000 Penalty: 3833.791992
	Iteration 93Q: 3 clusters Score -1.697313e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -16973374.000000 Penalty: 3833.791992
	Iteration 94Q: 3 clusters Score -1.697337e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 122335 members 
Entering Unmasked Estep 
Score: -16973520.000000 Penalty: 3833.791992
	Iteration 95Q: 3 clusters Score -1.697352e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 123537 members 
Entering Unmasked Estep 
Score: -16973640.000000 Penalty: 3833.791992
	Iteration 96Q: 3 clusters Score -1.697364e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 124675 members 
Entering Unmasked Estep 
Score: -16973684.000000 Penalty: 3833.791992
	Iteration 97Q: 3 clusters Score -1.697368e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 125736 members 
Entering Unmasked Estep 
Score: -16973776.000000 Penalty: 3833.791992
	Iteration 98Q: 3 clusters Score -1.697378e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 126664 members 
Entering Unmasked Estep 
Score: -16973754.000000 Penalty: 3833.791992
	Iteration 99Q: 3 clusters Score -1.697375e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 127517 members 
Entering Unmasked Estep 
Score: -16973810.000000 Penalty: 3833.791992
	Iteration 100F: 3 clusters Score -1.697381e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 128261 members 
Entering Unmasked Estep 
Score: -16973768.000000 Penalty: 3833.791992
	Iteration 101Q: 3 clusters Score -1.697377e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 128900 members 
Entering Unmasked Estep 
Score: -16973694.000000 Penalty: 3833.791992
	Iteration 102Q: 3 clusters Score -1.697369e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 129428 members 
Entering Unmasked Estep 
Score: -16973626.000000 Penalty: 3833.791992
	Iteration 103Q: 3 clusters Score -1.697363e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 129877 members 
Entering Unmasked Estep 
Score: -16973504.000000 Penalty: 3833.791992
	Iteration 104Q: 3 clusters Score -1.69735e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 130260 members 
Entering Unmasked Estep 
Score: -16973458.000000 Penalty: 3833.791992
	Iteration 105Q: 3 clusters Score -1.697346e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 130560 members 
Entering Unmasked Estep 
Score: -16973392.000000 Penalty: 3833.791992
	Iteration 106Q: 3 clusters Score -1.697339e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 130799 members 
Entering Unmasked Estep 
Score: -16973362.000000 Penalty: 3833.791992
	Iteration 107Q: 3 clusters Score -1.697336e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 130993 members 
Entering Unmasked Estep 
Score: -16973336.000000 Penalty: 3833.791992
	Iteration 108Q: 3 clusters Score -1.697334e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 131147 members 
Entering Unmasked Estep 
Score: -16973336.000000 Penalty: 3833.791992
	Iteration 109Q: 3 clusters Score -1.697334e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 131276 members 
Entering Unmasked Estep 
Score: -16973312.000000 Penalty: 3833.791992
	Iteration 110Q: 3 clusters Score -1.697331e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 131372 members 
Entering Unmasked Estep 
Score: -16973312.000000 Penalty: 3833.791992
	Iteration 111Q: 3 clusters Score -1.697331e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 131462 members 
Entering Unmasked Estep 
Score: -16973320.000000 Penalty: 3833.791992
	Iteration 112Q: 3 clusters Score -1.697332e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 131530 members 
Entering Unmasked Estep 
Score: -16973310.000000 Penalty: 3833.791992
	Iteration 113Q: 3 clusters Score -1.697331e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 131564 members 
Entering Unmasked Estep 
Score: -16973292.000000 Penalty: 3833.791992
	Iteration 114Q: 3 clusters Score -1.697329e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 131599 members 
Entering Unmasked Estep 
Score: -16973302.000000 Penalty: 3833.791992
	Iteration 115Q: 3 clusters Score -1.69733e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 131635 members 
Entering Unmasked Estep 
Score: -16973286.000000 Penalty: 3833.791992
	Iteration 116Q: 3 clusters Score -1.697329e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 131662 members 
Entering Unmasked Estep 
Score: -16973282.000000 Penalty: 3833.791992
	Iteration 117Q: 3 clusters Score -1.697328e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 131684 members 
Entering Unmasked Estep 
Score: -16973272.000000 Penalty: 3833.791992
	Iteration 118Q: 3 clusters Score -1.697327e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 131703 members 
Entering Unmasked Estep 
Score: -16973294.000000 Penalty: 3833.791992
	Iteration 119Q: 3 clusters Score -1.697329e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 131728 members 
Entering Unmasked Estep 
Score: -16973310.000000 Penalty: 3833.791992
	Iteration 120F: 3 clusters Score -1.697331e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 131755 members 
Entering Unmasked Estep 
Score: -16973310.000000 Penalty: 3833.791992
	Iteration 121Q: 3 clusters Score -1.697331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 131772 members 
Entering Unmasked Estep 
Score: -16973324.000000 Penalty: 3833.791992
	Iteration 122Q: 3 clusters Score -1.697332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 131784 members 
Entering Unmasked Estep 
Score: -16973320.000000 Penalty: 3833.791992
	Iteration 123Q: 3 clusters Score -1.697332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 131795 members 
Entering Unmasked Estep 
Score: -16973298.000000 Penalty: 3833.791992
	Iteration 124Q: 3 clusters Score -1.69733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 131800 members 
Entering Unmasked Estep 
Score: -16973306.000000 Penalty: 3833.791992
	Iteration 125Q: 3 clusters Score -1.697331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 131806 members 
Entering Unmasked Estep 
Score: -16973316.000000 Penalty: 3833.791992
	Iteration 126Q: 3 clusters Score -1.697332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 131810 members 
Entering Unmasked Estep 
Score: -16973312.000000 Penalty: 3833.791992
	Iteration 127Q: 3 clusters Score -1.697331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 131813 members 
Entering Unmasked Estep 
Score: -16973318.000000 Penalty: 3833.791992
	Iteration 128Q: 3 clusters Score -1.697332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 131820 members 
Entering Unmasked Estep 
Score: -16973334.000000 Penalty: 3833.791992
	Iteration 129Q: 3 clusters Score -1.697333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 131830 members 
Entering Unmasked Estep 
Score: -16973330.000000 Penalty: 3833.791992
	Iteration 130Q: 3 clusters Score -1.697333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 131834 members 
Entering Unmasked Estep 
Score: -16973320.000000 Penalty: 3833.791992
	Iteration 131Q: 3 clusters Score -1.697332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 131836 members 
Entering Unmasked Estep 
Score: -16973322.000000 Penalty: 3833.791992
	Iteration 132Q: 3 clusters Score -1.697332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 131835 members 
Entering Unmasked Estep 
Score: -16973320.000000 Penalty: 3833.791992
	Iteration 133Q: 3 clusters Score -1.697332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 131834 members 
Entering Unmasked Estep 
Score: -16973318.000000 Penalty: 3833.791992
	Iteration 134Q: 3 clusters Score -1.697332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 131833 members 
Entering Unmasked Estep 
Score: -16973320.000000 Penalty: 3833.791992
	Iteration 135Q: 3 clusters Score -1.697332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 131833 members 
Entering Unmasked Estep 
Score: -16973320.000000 Penalty: 3833.791992
	Iteration 136F: 3 clusters Score -1.697332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Entering Unmasked Estep 
Score: -547862.375000 Penalty: 1382.804199
	Iteration 0F: 2 clusters Score -547862.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -543935.812500 Penalty: 2765.608398
	Iteration 0F: 3 clusters Score -543935.8 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -545422.000000 Penalty: 2765.608398
	Iteration 1F: 3 clusters Score -545422 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -545999.750000 Penalty: 2765.608398
	Iteration 2F: 3 clusters Score -545999.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -546465.312500 Penalty: 2765.608398
	Iteration 3F: 3 clusters Score -546465.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -546741.437500 Penalty: 2765.608398
	Iteration 4F: 3 clusters Score -546741.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -546892.500000 Penalty: 2765.608398
	Iteration 5Q: 3 clusters Score -546892.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -546972.375000 Penalty: 2765.608398
	Iteration 6Q: 3 clusters Score -546972.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -547023.250000 Penalty: 2765.608398
	Iteration 7Q: 3 clusters Score -547023.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -547057.062500 Penalty: 2765.608398
	Iteration 8Q: 3 clusters Score -547057.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -547086.250000 Penalty: 2765.608398
	Iteration 9Q: 3 clusters Score -547086.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -547115.875000 Penalty: 2765.608398
	Iteration 10Q: 3 clusters Score -547115.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -547137.437500 Penalty: 2765.608398
	Iteration 11Q: 3 clusters Score -547137.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -547165.562500 Penalty: 2765.608398
	Iteration 12Q: 3 clusters Score -547165.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -547183.875000 Penalty: 2765.608398
	Iteration 13Q: 3 clusters Score -547183.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -547196.750000 Penalty: 2765.608398
	Iteration 14Q: 3 clusters Score -547196.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -547205.250000 Penalty: 2765.608398
	Iteration 15Q: 3 clusters Score -547205.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -547211.812500 Penalty: 2765.608398
	Iteration 16Q: 3 clusters Score -547211.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -547218.687500 Penalty: 2765.608398
	Iteration 17Q: 3 clusters Score -547218.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -547226.562500 Penalty: 2765.608398
	Iteration 18Q: 3 clusters Score -547226.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -547234.437500 Penalty: 2765.608398
	Iteration 19Q: 3 clusters Score -547234.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -547239.375000 Penalty: 2765.608398
	Iteration 20F: 3 clusters Score -547239.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -547244.250000 Penalty: 2765.608398
	Iteration 21Q: 3 clusters Score -547244.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -547248.500000 Penalty: 2765.608398
	Iteration 22Q: 3 clusters Score -547248.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -547252.062500 Penalty: 2765.608398
	Iteration 23Q: 3 clusters Score -547252.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -547256.062500 Penalty: 2765.608398
	Iteration 24Q: 3 clusters Score -547256.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -547257.437500 Penalty: 2765.608398
	Iteration 25Q: 3 clusters Score -547257.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -547260.062500 Penalty: 2765.608398
	Iteration 26Q: 3 clusters Score -547260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -547260.562500 Penalty: 2765.608398
	Iteration 27Q: 3 clusters Score -547260.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -547260.187500 Penalty: 2765.608398
	Iteration 28Q: 3 clusters Score -547260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -547260.687500 Penalty: 2765.608398
	Iteration 29Q: 3 clusters Score -547260.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -547260.687500 Penalty: 2765.608398
	Iteration 30F: 3 clusters Score -547260.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Entering Unmasked Estep 
Score: -911910.187500 Penalty: 1445.717773
	Iteration 0F: 2 clusters Score -911910.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -906485.437500 Penalty: 2891.435547
	Iteration 0F: 3 clusters Score -906485.4 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -908141.062500 Penalty: 2891.435547
	Iteration 1F: 3 clusters Score -908141.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -908374.187500 Penalty: 2891.435547
	Iteration 2F: 3 clusters Score -908374.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -908557.000000 Penalty: 2891.435547
	Iteration 3F: 3 clusters Score -908557 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -908705.812500 Penalty: 2891.435547
	Iteration 4Q: 3 clusters Score -908705.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -908842.437500 Penalty: 2891.435547
	Iteration 5Q: 3 clusters Score -908842.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -908972.750000 Penalty: 2891.435547
	Iteration 6Q: 3 clusters Score -908972.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -909139.562500 Penalty: 2891.435547
	Iteration 7Q: 3 clusters Score -909139.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -909375.812500 Penalty: 2891.435547
	Iteration 8Q: 3 clusters Score -909375.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -909692.500000 Penalty: 2891.435547
	Iteration 9F: 3 clusters Score -909692.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -910109.562500 Penalty: 2891.435547
	Iteration 10F: 3 clusters Score -910109.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -910562.687500 Penalty: 2891.435547
	Iteration 11F: 3 clusters Score -910562.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -910941.625000 Penalty: 2891.435547
	Iteration 12F: 3 clusters Score -910941.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -911163.187500 Penalty: 2891.435547
	Iteration 13Q: 3 clusters Score -911163.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -911259.937500 Penalty: 2891.435547
	Iteration 14Q: 3 clusters Score -911259.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -911299.750000 Penalty: 2891.435547
	Iteration 15Q: 3 clusters Score -911299.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -911318.250000 Penalty: 2891.435547
	Iteration 16Q: 3 clusters Score -911318.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -911331.000000 Penalty: 2891.435547
	Iteration 17Q: 3 clusters Score -911331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -911335.750000 Penalty: 2891.435547
	Iteration 18Q: 3 clusters Score -911335.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -911340.812500 Penalty: 2891.435547
	Iteration 19Q: 3 clusters Score -911340.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -911343.312500 Penalty: 2891.435547
	Iteration 20F: 3 clusters Score -911343.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -911340.812500 Penalty: 2891.435547
	Iteration 21Q: 3 clusters Score -911340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -911344.562500 Penalty: 2891.435547
	Iteration 22Q: 3 clusters Score -911344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -911343.875000 Penalty: 2891.435547
	Iteration 23Q: 3 clusters Score -911343.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -911344.500000 Penalty: 2891.435547
	Iteration 24Q: 3 clusters Score -911344.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -911345.812500 Penalty: 2891.435547
	Iteration 25Q: 3 clusters Score -911345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -911345.812500 Penalty: 2891.435547
	Iteration 26F: 3 clusters Score -911345.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -929763.375000 Penalty: 1447.134644
	Iteration 0F: 2 clusters Score -929763.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -924272.812500 Penalty: 2894.269287
	Iteration 0F: 3 clusters Score -924272.8 nChanged 3116
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: -926136.187500 Penalty: 2894.269287
	Iteration 1F: 3 clusters Score -926136.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -926521.625000 Penalty: 2894.269287
	Iteration 2F: 3 clusters Score -926521.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -926883.812500 Penalty: 2894.269287
	Iteration 3F: 3 clusters Score -926883.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -927288.625000 Penalty: 2894.269287
	Iteration 4F: 3 clusters Score -927288.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -927657.750000 Penalty: 2894.269287
	Iteration 5F: 3 clusters Score -927657.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -928016.125000 Penalty: 2894.269287
	Iteration 6F: 3 clusters Score -928016.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -928316.937500 Penalty: 2894.269287
	Iteration 7F: 3 clusters Score -928316.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -928559.750000 Penalty: 2894.269287
	Iteration 8Q: 3 clusters Score -928559.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -928730.875000 Penalty: 2894.269287
	Iteration 9Q: 3 clusters Score -928730.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -928820.875000 Penalty: 2894.269287
	Iteration 10Q: 3 clusters Score -928820.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -928876.750000 Penalty: 2894.269287
	Iteration 11Q: 3 clusters Score -928876.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -928927.937500 Penalty: 2894.269287
	Iteration 12Q: 3 clusters Score -928927.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -928964.687500 Penalty: 2894.269287
	Iteration 13Q: 3 clusters Score -928964.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -928985.125000 Penalty: 2894.269287
	Iteration 14Q: 3 clusters Score -928985.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -929008.062500 Penalty: 2894.269287
	Iteration 15Q: 3 clusters Score -929008.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -929026.125000 Penalty: 2894.269287
	Iteration 16Q: 3 clusters Score -929026.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -929039.812500 Penalty: 2894.269287
	Iteration 17Q: 3 clusters Score -929039.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -929052.125000 Penalty: 2894.269287
	Iteration 18Q: 3 clusters Score -929052.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -929064.250000 Penalty: 2894.269287
	Iteration 19Q: 3 clusters Score -929064.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -929075.250000 Penalty: 2894.269287
	Iteration 20F: 3 clusters Score -929075.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -929085.875000 Penalty: 2894.269287
	Iteration 21Q: 3 clusters Score -929085.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -929101.875000 Penalty: 2894.269287
	Iteration 22Q: 3 clusters Score -929101.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -929114.125000 Penalty: 2894.269287
	Iteration 23Q: 3 clusters Score -929114.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -929123.437500 Penalty: 2894.269287
	Iteration 24Q: 3 clusters Score -929123.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -929133.062500 Penalty: 2894.269287
	Iteration 25Q: 3 clusters Score -929133.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -929141.250000 Penalty: 2894.269287
	Iteration 26Q: 3 clusters Score -929141.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -929149.500000 Penalty: 2894.269287
	Iteration 27Q: 3 clusters Score -929149.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -929161.750000 Penalty: 2894.269287
	Iteration 28Q: 3 clusters Score -929161.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -929170.000000 Penalty: 2894.269287
	Iteration 29Q: 3 clusters Score -929170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -929181.937500 Penalty: 2894.269287
	Iteration 30Q: 3 clusters Score -929181.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -929192.812500 Penalty: 2894.269287
	Iteration 31Q: 3 clusters Score -929192.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -929202.500000 Penalty: 2894.269287
	Iteration 32Q: 3 clusters Score -929202.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -929211.375000 Penalty: 2894.269287
	Iteration 33Q: 3 clusters Score -929211.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -929218.875000 Penalty: 2894.269287
	Iteration 34Q: 3 clusters Score -929218.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -929223.000000 Penalty: 2894.269287
	Iteration 35Q: 3 clusters Score -929223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -929230.875000 Penalty: 2894.269287
	Iteration 36Q: 3 clusters Score -929230.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -929237.187500 Penalty: 2894.269287
	Iteration 37Q: 3 clusters Score -929237.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -929240.812500 Penalty: 2894.269287
	Iteration 38Q: 3 clusters Score -929240.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -929245.062500 Penalty: 2894.269287
	Iteration 39Q: 3 clusters Score -929245.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -929246.875000 Penalty: 2894.269287
	Iteration 40F: 3 clusters Score -929246.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -929246.750000 Penalty: 2894.269287
	Iteration 41Q: 3 clusters Score -929246.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -929248.375000 Penalty: 2894.269287
	Iteration 42Q: 3 clusters Score -929248.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -929252.437500 Penalty: 2894.269287
	Iteration 43Q: 3 clusters Score -929252.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -929254.062500 Penalty: 2894.269287
	Iteration 44Q: 3 clusters Score -929254.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -929255.687500 Penalty: 2894.269287
	Iteration 45Q: 3 clusters Score -929255.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -929257.187500 Penalty: 2894.269287
	Iteration 46Q: 3 clusters Score -929257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -929259.750000 Penalty: 2894.269287
	Iteration 47Q: 3 clusters Score -929259.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -929259.187500 Penalty: 2894.269287
	Iteration 48Q: 3 clusters Score -929259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -929259.187500 Penalty: 2894.269287
	Iteration 49F: 3 clusters Score -929259.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (88054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88054 members 
Entering Unmasked Estep 
Score: -10437895.000000 Penalty: 1850.177246
	Iteration 0F: 2 clusters Score -1.04379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -10378802.000000 Penalty: 3700.354492
	Iteration 0F: 3 clusters Score -1.03788e+07 nChanged 41786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -10403585.000000 Penalty: 3700.354492
	Iteration 1F: 3 clusters Score -1.040358e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -10405227.000000 Penalty: 3700.354492
	Iteration 2Q: 3 clusters Score -1.040523e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -10407551.000000 Penalty: 3700.354492
	Iteration 3F: 3 clusters Score -1.040755e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -10410761.000000 Penalty: 3700.354492
	Iteration 4F: 3 clusters Score -1.041076e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -10415343.000000 Penalty: 3700.354492
	Iteration 5F: 3 clusters Score -1.041534e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -10420628.000000 Penalty: 3700.354492
	Iteration 6F: 3 clusters Score -1.042063e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -10426133.000000 Penalty: 3700.354492
	Iteration 7F: 3 clusters Score -1.042613e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -10430585.000000 Penalty: 3700.354492
	Iteration 8F: 3 clusters Score -1.043058e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83907 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -10433521.000000 Penalty: 3700.354492
	Iteration 9Q: 3 clusters Score -1.043352e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85675 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -10435022.000000 Penalty: 3700.354492
	Iteration 10Q: 3 clusters Score -1.043502e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86521 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -10435853.000000 Penalty: 3700.354492
	Iteration 11Q: 3 clusters Score -1.043585e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10436255.000000 Penalty: 3700.354492
	Iteration 12Q: 3 clusters Score -1.043626e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -10436499.000000 Penalty: 3700.354492
	Iteration 13Q: 3 clusters Score -1.04365e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10436685.000000 Penalty: 3700.354492
	Iteration 14Q: 3 clusters Score -1.043668e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10436779.000000 Penalty: 3700.354492
	Iteration 15Q: 3 clusters Score -1.043678e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87114 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10436846.000000 Penalty: 3700.354492
	Iteration 16Q: 3 clusters Score -1.043685e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -10436903.000000 Penalty: 3700.354492
	Iteration 17Q: 3 clusters Score -1.04369e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87058 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -10436970.000000 Penalty: 3700.354492
	Iteration 18Q: 3 clusters Score -1.043697e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -10437012.000000 Penalty: 3700.354492
	Iteration 19Q: 3 clusters Score -1.043701e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10437050.000000 Penalty: 3700.354492
	Iteration 20F: 3 clusters Score -1.043705e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86984 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10437096.000000 Penalty: 3700.354492
	Iteration 21Q: 3 clusters Score -1.04371e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -10437136.000000 Penalty: 3700.354492
	Iteration 22Q: 3 clusters Score -1.043714e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86913 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10437168.000000 Penalty: 3700.354492
	Iteration 23Q: 3 clusters Score -1.043717e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86887 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -10437181.000000 Penalty: 3700.354492
	Iteration 24Q: 3 clusters Score -1.043718e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86858 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -10437203.000000 Penalty: 3700.354492
	Iteration 25Q: 3 clusters Score -1.04372e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86824 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -10437216.000000 Penalty: 3700.354492
	Iteration 26Q: 3 clusters Score -1.043722e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -10437231.000000 Penalty: 3700.354492
	Iteration 27Q: 3 clusters Score -1.043723e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86777 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -10437245.000000 Penalty: 3700.354492
	Iteration 28Q: 3 clusters Score -1.043724e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -10437256.000000 Penalty: 3700.354492
	Iteration 29Q: 3 clusters Score -1.043726e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86752 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -10437268.000000 Penalty: 3700.354492
	Iteration 30Q: 3 clusters Score -1.043727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -10437266.000000 Penalty: 3700.354492
	Iteration 31Q: 3 clusters Score -1.043727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -10437258.000000 Penalty: 3700.354492
	Iteration 32Q: 3 clusters Score -1.043726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -10437265.000000 Penalty: 3700.354492
	Iteration 33Q: 3 clusters Score -1.043726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -10437283.000000 Penalty: 3700.354492
	Iteration 34Q: 3 clusters Score -1.043728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -10437275.000000 Penalty: 3700.354492
	Iteration 35Q: 3 clusters Score -1.043728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -10437276.000000 Penalty: 3700.354492
	Iteration 36Q: 3 clusters Score -1.043728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -10437277.000000 Penalty: 3700.354492
	Iteration 37Q: 3 clusters Score -1.043728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -10437283.000000 Penalty: 3700.354492
	Iteration 38Q: 3 clusters Score -1.043728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -10437279.000000 Penalty: 3700.354492
	Iteration 39Q: 3 clusters Score -1.043728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86701 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -10437285.000000 Penalty: 3700.354492
	Iteration 40F: 3 clusters Score -1.043728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86698 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -10437284.000000 Penalty: 3700.354492
	Iteration 41Q: 3 clusters Score -1.043728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86698 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -10437285.000000 Penalty: 3700.354492
	Iteration 42Q: 3 clusters Score -1.043728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -10437276.000000 Penalty: 3700.354492
	Iteration 43Q: 3 clusters Score -1.043728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86691 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -10437282.000000 Penalty: 3700.354492
	Iteration 44Q: 3 clusters Score -1.043728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86681 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -10437291.000000 Penalty: 3700.354492
	Iteration 45Q: 3 clusters Score -1.043729e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -10437292.000000 Penalty: 3700.354492
	Iteration 46Q: 3 clusters Score -1.043729e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -10437308.000000 Penalty: 3700.354492
	Iteration 47Q: 3 clusters Score -1.043731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86655 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10437301.000000 Penalty: 3700.354492
	Iteration 48Q: 3 clusters Score -1.04373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86646 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -10437308.000000 Penalty: 3700.354492
	Iteration 49Q: 3 clusters Score -1.043731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -10437300.000000 Penalty: 3700.354492
	Iteration 50Q: 3 clusters Score -1.04373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86628 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -10437302.000000 Penalty: 3700.354492
	Iteration 51Q: 3 clusters Score -1.04373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -10437315.000000 Penalty: 3700.354492
	Iteration 52Q: 3 clusters Score -1.043732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86621 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -10437320.000000 Penalty: 3700.354492
	Iteration 53Q: 3 clusters Score -1.043732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -10437314.000000 Penalty: 3700.354492
	Iteration 54Q: 3 clusters Score -1.043731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86605 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -10437316.000000 Penalty: 3700.354492
	Iteration 55Q: 3 clusters Score -1.043732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -10437319.000000 Penalty: 3700.354492
	Iteration 56Q: 3 clusters Score -1.043732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86584 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -10437312.000000 Penalty: 3700.354492
	Iteration 57Q: 3 clusters Score -1.043731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86574 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -10437314.000000 Penalty: 3700.354492
	Iteration 58Q: 3 clusters Score -1.043731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -10437316.000000 Penalty: 3700.354492
	Iteration 59Q: 3 clusters Score -1.043732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -10437325.000000 Penalty: 3700.354492
	Iteration 60F: 3 clusters Score -1.043732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -10437321.000000 Penalty: 3700.354492
	Iteration 61Q: 3 clusters Score -1.043732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86526 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -10437326.000000 Penalty: 3700.354492
	Iteration 62Q: 3 clusters Score -1.043733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86517 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -10437331.000000 Penalty: 3700.354492
	Iteration 63Q: 3 clusters Score -1.043733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -10437343.000000 Penalty: 3700.354492
	Iteration 64Q: 3 clusters Score -1.043734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86501 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -10437340.000000 Penalty: 3700.354492
	Iteration 65Q: 3 clusters Score -1.043734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86487 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -10437343.000000 Penalty: 3700.354492
	Iteration 66Q: 3 clusters Score -1.043734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86480 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -10437341.000000 Penalty: 3700.354492
	Iteration 67Q: 3 clusters Score -1.043734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86473 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -10437339.000000 Penalty: 3700.354492
	Iteration 68Q: 3 clusters Score -1.043734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86466 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -10437344.000000 Penalty: 3700.354492
	Iteration 69Q: 3 clusters Score -1.043734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86457 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -10437341.000000 Penalty: 3700.354492
	Iteration 70Q: 3 clusters Score -1.043734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86452 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -10437339.000000 Penalty: 3700.354492
	Iteration 71Q: 3 clusters Score -1.043734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10437340.000000 Penalty: 3700.354492
	Iteration 72Q: 3 clusters Score -1.043734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86436 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -10437341.000000 Penalty: 3700.354492
	Iteration 73Q: 3 clusters Score -1.043734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -10437342.000000 Penalty: 3700.354492
	Iteration 74Q: 3 clusters Score -1.043734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -10437348.000000 Penalty: 3700.354492
	Iteration 75Q: 3 clusters Score -1.043735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86429 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -10437352.000000 Penalty: 3700.354492
	Iteration 76Q: 3 clusters Score -1.043735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86431 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -10437350.000000 Penalty: 3700.354492
	Iteration 77Q: 3 clusters Score -1.043735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -10437338.000000 Penalty: 3700.354492
	Iteration 78Q: 3 clusters Score -1.043734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86429 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -10437328.000000 Penalty: 3700.354492
	Iteration 79Q: 3 clusters Score -1.043733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86425 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -10437333.000000 Penalty: 3700.354492
	Iteration 80F: 3 clusters Score -1.043733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86422 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -10437336.000000 Penalty: 3700.354492
	Iteration 81Q: 3 clusters Score -1.043734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -10437338.000000 Penalty: 3700.354492
	Iteration 82Q: 3 clusters Score -1.043734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -10437338.000000 Penalty: 3700.354492
	Iteration 83Q: 3 clusters Score -1.043734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86413 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -10437335.000000 Penalty: 3700.354492
	Iteration 84Q: 3 clusters Score -1.043734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86409 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -10437347.000000 Penalty: 3700.354492
	Iteration 85Q: 3 clusters Score -1.043735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86407 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -10437342.000000 Penalty: 3700.354492
	Iteration 86Q: 3 clusters Score -1.043734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -10437349.000000 Penalty: 3700.354492
	Iteration 87Q: 3 clusters Score -1.043735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -10437350.000000 Penalty: 3700.354492
	Iteration 88Q: 3 clusters Score -1.043735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -10437353.000000 Penalty: 3700.354492
	Iteration 89Q: 3 clusters Score -1.043735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86395 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -10437347.000000 Penalty: 3700.354492
	Iteration 90Q: 3 clusters Score -1.043735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86389 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -10437345.000000 Penalty: 3700.354492
	Iteration 91Q: 3 clusters Score -1.043734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86387 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -10437355.000000 Penalty: 3700.354492
	Iteration 92Q: 3 clusters Score -1.043736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86386 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -10437346.000000 Penalty: 3700.354492
	Iteration 93Q: 3 clusters Score -1.043735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86386 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -10437349.000000 Penalty: 3700.354492
	Iteration 94Q: 3 clusters Score -1.043735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86386 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -10437351.000000 Penalty: 3700.354492
	Iteration 95Q: 3 clusters Score -1.043735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -10437357.000000 Penalty: 3700.354492
	Iteration 96Q: 3 clusters Score -1.043736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -10437356.000000 Penalty: 3700.354492
	Iteration 97Q: 3 clusters Score -1.043736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86375 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -10437359.000000 Penalty: 3700.354492
	Iteration 98Q: 3 clusters Score -1.043736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86374 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -10437356.000000 Penalty: 3700.354492
	Iteration 99Q: 3 clusters Score -1.043736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -10437356.000000 Penalty: 3700.354492
	Iteration 100F: 3 clusters Score -1.043736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86363 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -10437365.000000 Penalty: 3700.354492
	Iteration 101Q: 3 clusters Score -1.043736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86355 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -10437363.000000 Penalty: 3700.354492
	Iteration 102Q: 3 clusters Score -1.043736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -10437369.000000 Penalty: 3700.354492
	Iteration 103Q: 3 clusters Score -1.043737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86346 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -10437359.000000 Penalty: 3700.354492
	Iteration 104Q: 3 clusters Score -1.043736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86342 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -10437367.000000 Penalty: 3700.354492
	Iteration 105Q: 3 clusters Score -1.043737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86339 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -10437366.000000 Penalty: 3700.354492
	Iteration 106Q: 3 clusters Score -1.043737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86336 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -10437369.000000 Penalty: 3700.354492
	Iteration 107Q: 3 clusters Score -1.043737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -10437366.000000 Penalty: 3700.354492
	Iteration 108Q: 3 clusters Score -1.043737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86329 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10437366.000000 Penalty: 3700.354492
	Iteration 109Q: 3 clusters Score -1.043737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86325 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -10437365.000000 Penalty: 3700.354492
	Iteration 110Q: 3 clusters Score -1.043736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86325 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -10437365.000000 Penalty: 3700.354492
	Iteration 111Q: 3 clusters Score -1.043736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86324 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -10437371.000000 Penalty: 3700.354492
	Iteration 112Q: 3 clusters Score -1.043737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -10437372.000000 Penalty: 3700.354492
	Iteration 113Q: 3 clusters Score -1.043737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -10437372.000000 Penalty: 3700.354492
	Iteration 114F: 3 clusters Score -1.043737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Entering Unmasked Estep 
Score: -536882.125000 Penalty: 1377.951050
	Iteration 0F: 2 clusters Score -536882.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -533021.687500 Penalty: 2755.902100
	Iteration 0F: 3 clusters Score -533021.7 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -534129.062500 Penalty: 2755.902100
	Iteration 1F: 3 clusters Score -534129.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -534452.062500 Penalty: 2755.902100
	Iteration 2F: 3 clusters Score -534452.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -534704.437500 Penalty: 2755.902100
	Iteration 3F: 3 clusters Score -534704.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -534920.687500 Penalty: 2755.902100
	Iteration 4F: 3 clusters Score -534920.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -535126.125000 Penalty: 2755.902100
	Iteration 5F: 3 clusters Score -535126.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -535306.187500 Penalty: 2755.902100
	Iteration 6F: 3 clusters Score -535306.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -535416.687500 Penalty: 2755.902100
	Iteration 7Q: 3 clusters Score -535416.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -535520.187500 Penalty: 2755.902100
	Iteration 8Q: 3 clusters Score -535520.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -535614.187500 Penalty: 2755.902100
	Iteration 9Q: 3 clusters Score -535614.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -535676.125000 Penalty: 2755.902100
	Iteration 10Q: 3 clusters Score -535676.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -535720.187500 Penalty: 2755.902100
	Iteration 11Q: 3 clusters Score -535720.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -535747.937500 Penalty: 2755.902100
	Iteration 12Q: 3 clusters Score -535747.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -535771.500000 Penalty: 2755.902100
	Iteration 13Q: 3 clusters Score -535771.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -535791.312500 Penalty: 2755.902100
	Iteration 14Q: 3 clusters Score -535791.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -535806.937500 Penalty: 2755.902100
	Iteration 15Q: 3 clusters Score -535806.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -535818.500000 Penalty: 2755.902100
	Iteration 16Q: 3 clusters Score -535818.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -535833.937500 Penalty: 2755.902100
	Iteration 17Q: 3 clusters Score -535833.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -535852.562500 Penalty: 2755.902100
	Iteration 18Q: 3 clusters Score -535852.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -535876.812500 Penalty: 2755.902100
	Iteration 19Q: 3 clusters Score -535876.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -535904.500000 Penalty: 2755.902100
	Iteration 20F: 3 clusters Score -535904.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -535932.062500 Penalty: 2755.902100
	Iteration 21Q: 3 clusters Score -535932.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -535948.187500 Penalty: 2755.902100
	Iteration 22Q: 3 clusters Score -535948.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -535963.500000 Penalty: 2755.902100
	Iteration 23Q: 3 clusters Score -535963.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -535976.187500 Penalty: 2755.902100
	Iteration 24Q: 3 clusters Score -535976.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -535991.312500 Penalty: 2755.902100
	Iteration 25Q: 3 clusters Score -535991.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -536002.062500 Penalty: 2755.902100
	Iteration 26Q: 3 clusters Score -536002.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -536014.000000 Penalty: 2755.902100
	Iteration 27Q: 3 clusters Score -536014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -536021.875000 Penalty: 2755.902100
	Iteration 28Q: 3 clusters Score -536021.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -536039.500000 Penalty: 2755.902100
	Iteration 29Q: 3 clusters Score -536039.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -536054.062500 Penalty: 2755.902100
	Iteration 30Q: 3 clusters Score -536054.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -536062.875000 Penalty: 2755.902100
	Iteration 31Q: 3 clusters Score -536062.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -536069.500000 Penalty: 2755.902100
	Iteration 32Q: 3 clusters Score -536069.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -536074.375000 Penalty: 2755.902100
	Iteration 33Q: 3 clusters Score -536074.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -536078.125000 Penalty: 2755.902100
	Iteration 34Q: 3 clusters Score -536078.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -536081.437500 Penalty: 2755.902100
	Iteration 35Q: 3 clusters Score -536081.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -536084.375000 Penalty: 2755.902100
	Iteration 36Q: 3 clusters Score -536084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -536086.937500 Penalty: 2755.902100
	Iteration 37Q: 3 clusters Score -536086.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -536088.437500 Penalty: 2755.902100
	Iteration 38Q: 3 clusters Score -536088.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -536089.625000 Penalty: 2755.902100
	Iteration 39Q: 3 clusters Score -536089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -536089.375000 Penalty: 2755.902100
	Iteration 40F: 3 clusters Score -536089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -536089.125000 Penalty: 2755.902100
	Iteration 41Q: 3 clusters Score -536089.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -536089.125000 Penalty: 2755.902100
	Iteration 42F: 3 clusters Score -536089.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86111 members 
Mstep: Class 2 contains 10071 members 
Mstep: Class 3 contains 1391 members 
Mstep: Class 4 contains 4801 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 26308 members 
Mstep: Class 8 contains 83352 members 
Mstep: Class 9 contains 33519 members 
Mstep: Class 10 contains 31066 members 
Mstep: Class 11 contains 4478 members 
Mstep: Class 12 contains 27617 members 
Mstep: Class 13 contains 17824 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 90621 members 
Mstep: Class 16 contains 32209 members 
Mstep: Class 17 contains 7726 members 
Mstep: Class 18 contains 4684 members 
Mstep: Class 19 contains 130397 members 
Mstep: Class 20 contains 12478 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5474 members 
Mstep: Class 24 contains 10254 members 
Mstep: Class 25 contains 132758 members 
Mstep: Class 26 contains 4962 members 
Mstep: Class 27 contains 7308 members 
Mstep: Class 28 contains 7372 members 
Mstep: Class 29 contains 88054 members 
Mstep: Class 30 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940080.000000 Penalty: 66754.359375
Iteration 159Q: 31 clusters Score -1.089401e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 86083 members 
Mstep: Class 2 contains 10073 members 
Mstep: Class 3 contains 1391 members 
Mstep: Class 4 contains 4798 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17338 members 
Mstep: Class 7 contains 26411 members 
Mstep: Class 8 contains 83352 members 
Mstep: Class 9 contains 33465 members 
Mstep: Class 10 contains 31051 members 
Mstep: Class 11 contains 4479 members 
Mstep: Class 12 contains 27606 members 
Mstep: Class 13 contains 17802 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 90643 members 
Mstep: Class 16 contains 32212 members 
Mstep: Class 17 contains 7726 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 130399 members 
Mstep: Class 20 contains 12481 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5473 members 
Mstep: Class 24 contains 10250 members 
Mstep: Class 25 contains 132770 members 
Mstep: Class 26 contains 4962 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 7370 members 
Mstep: Class 29 contains 88081 members 
Mstep: Class 30 contains 4814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940056.000000 Penalty: 66754.359375
Iteration 160F: 31 clusters Score -1.089401e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 86055 members 
Mstep: Class 2 contains 10073 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4797 members 
Mstep: Class 5 contains 325 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 26531 members 
Mstep: Class 8 contains 83351 members 
Mstep: Class 9 contains 33425 members 
Mstep: Class 10 contains 31023 members 
Mstep: Class 11 contains 4482 members 
Mstep: Class 12 contains 27590 members 
Mstep: Class 13 contains 17773 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90666 members 
Mstep: Class 16 contains 32219 members 
Mstep: Class 17 contains 7727 members 
Mstep: Class 18 contains 4592 members 
Mstep: Class 19 contains 130404 members 
Mstep: Class 20 contains 12479 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 5473 members 
Mstep: Class 24 contains 10244 members 
Mstep: Class 25 contains 132785 members 
Mstep: Class 26 contains 4961 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 7369 members 
Mstep: Class 29 contains 88100 members 
Mstep: Class 30 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940264.000000 Penalty: 66754.359375
Iteration 161Q: 31 clusters Score -1.089403e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 86036 members 
Mstep: Class 2 contains 10071 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4800 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 17366 members 
Mstep: Class 7 contains 26623 members 
Mstep: Class 8 contains 83351 members 
Mstep: Class 9 contains 33401 members 
Mstep: Class 10 contains 30995 members 
Mstep: Class 11 contains 4484 members 
Mstep: Class 12 contains 27573 members 
Mstep: Class 13 contains 17757 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90678 members 
Mstep: Class 16 contains 32215 members 
Mstep: Class 17 contains 7726 members 
Mstep: Class 18 contains 4544 members 
Mstep: Class 19 contains 130411 members 
Mstep: Class 20 contains 12482 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 5471 members 
Mstep: Class 24 contains 10241 members 
Mstep: Class 25 contains 132792 members 
Mstep: Class 26 contains 4960 members 
Mstep: Class 27 contains 7315 members 
Mstep: Class 28 contains 7364 members 
Mstep: Class 29 contains 88126 members 
Mstep: Class 30 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 31 clusters Score -1.089402e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 86025 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4800 members 
Mstep: Class 5 contains 325 members 
Mstep: Class 6 contains 17376 members 
Mstep: Class 7 contains 26703 members 
Mstep: Class 8 contains 83355 members 
Mstep: Class 9 contains 33385 members 
Mstep: Class 10 contains 30982 members 
Mstep: Class 11 contains 4490 members 
Mstep: Class 12 contains 27540 members 
Mstep: Class 13 contains 17734 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90702 members 
Mstep: Class 16 contains 32217 members 
Mstep: Class 17 contains 7726 members 
Mstep: Class 18 contains 4506 members 
Mstep: Class 19 contains 130415 members 
Mstep: Class 20 contains 12481 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5469 members 
Mstep: Class 24 contains 10233 members 
Mstep: Class 25 contains 132795 members 
Mstep: Class 26 contains 4962 members 
Mstep: Class 27 contains 7315 members 
Mstep: Class 28 contains 7358 members 
Mstep: Class 29 contains 88140 members 
Mstep: Class 30 contains 4819 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 31 clusters Score -1.089404e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 86010 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 325 members 
Mstep: Class 6 contains 17387 members 
Mstep: Class 7 contains 26789 members 
Mstep: Class 8 contains 83356 members 
Mstep: Class 9 contains 33373 members 
Mstep: Class 10 contains 30966 members 
Mstep: Class 11 contains 4495 members 
Mstep: Class 12 contains 27522 members 
Mstep: Class 13 contains 17709 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90723 members 
Mstep: Class 16 contains 32209 members 
Mstep: Class 17 contains 7729 members 
Mstep: Class 18 contains 4464 members 
Mstep: Class 19 contains 130413 members 
Mstep: Class 20 contains 12481 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5469 members 
Mstep: Class 24 contains 10224 members 
Mstep: Class 25 contains 132792 members 
Mstep: Class 26 contains 4962 members 
Mstep: Class 27 contains 7315 members 
Mstep: Class 28 contains 7351 members 
Mstep: Class 29 contains 88163 members 
Mstep: Class 30 contains 4822 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 31 clusters Score -1.089404e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 85994 members 
Mstep: Class 2 contains 10078 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4800 members 
Mstep: Class 5 contains 325 members 
Mstep: Class 6 contains 17398 members 
Mstep: Class 7 contains 26881 members 
Mstep: Class 8 contains 83352 members 
Mstep: Class 9 contains 33364 members 
Mstep: Class 10 contains 30953 members 
Mstep: Class 11 contains 4494 members 
Mstep: Class 12 contains 27502 members 
Mstep: Class 13 contains 17674 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90743 members 
Mstep: Class 16 contains 32207 members 
Mstep: Class 17 contains 7730 members 
Mstep: Class 18 contains 4425 members 
Mstep: Class 19 contains 130407 members 
Mstep: Class 20 contains 12482 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 10216 members 
Mstep: Class 25 contains 132797 members 
Mstep: Class 26 contains 4961 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 7346 members 
Mstep: Class 29 contains 88187 members 
Mstep: Class 30 contains 4823 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 31 clusters Score -1.089403e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 10079 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 325 members 
Mstep: Class 6 contains 17408 members 
Mstep: Class 7 contains 26977 members 
Mstep: Class 8 contains 83348 members 
Mstep: Class 9 contains 33351 members 
Mstep: Class 10 contains 30940 members 
Mstep: Class 11 contains 4497 members 
Mstep: Class 12 contains 27473 members 
Mstep: Class 13 contains 17647 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90764 members 
Mstep: Class 16 contains 32209 members 
Mstep: Class 17 contains 7729 members 
Mstep: Class 18 contains 4385 members 
Mstep: Class 19 contains 130408 members 
Mstep: Class 20 contains 12487 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 10207 members 
Mstep: Class 25 contains 132792 members 
Mstep: Class 26 contains 4958 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7342 members 
Mstep: Class 29 contains 88198 members 
Mstep: Class 30 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940120.000000 Penalty: 66754.359375
Iteration 166Q: 31 clusters Score -1.089401e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 10075 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 325 members 
Mstep: Class 6 contains 17424 members 
Mstep: Class 7 contains 27069 members 
Mstep: Class 8 contains 83347 members 
Mstep: Class 9 contains 33339 members 
Mstep: Class 10 contains 30914 members 
Mstep: Class 11 contains 4505 members 
Mstep: Class 12 contains 27451 members 
Mstep: Class 13 contains 17623 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90778 members 
Mstep: Class 16 contains 32208 members 
Mstep: Class 17 contains 7728 members 
Mstep: Class 18 contains 4332 members 
Mstep: Class 19 contains 130424 members 
Mstep: Class 20 contains 12492 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 10199 members 
Mstep: Class 25 contains 132792 members 
Mstep: Class 26 contains 4957 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7337 members 
Mstep: Class 29 contains 88207 members 
Mstep: Class 30 contains 4828 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 31 clusters Score -1.089401e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 325 members 
Mstep: Class 6 contains 17434 members 
Mstep: Class 7 contains 27145 members 
Mstep: Class 8 contains 83342 members 
Mstep: Class 9 contains 33327 members 
Mstep: Class 10 contains 30899 members 
Mstep: Class 11 contains 4508 members 
Mstep: Class 12 contains 27437 members 
Mstep: Class 13 contains 17619 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90795 members 
Mstep: Class 16 contains 32205 members 
Mstep: Class 17 contains 7724 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 130426 members 
Mstep: Class 20 contains 12496 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 5469 members 
Mstep: Class 24 contains 10196 members 
Mstep: Class 25 contains 132791 members 
Mstep: Class 26 contains 4957 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7337 members 
Mstep: Class 29 contains 88221 members 
Mstep: Class 30 contains 4833 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 31 clusters Score -1.0894e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 10069 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17451 members 
Mstep: Class 7 contains 27197 members 
Mstep: Class 8 contains 83331 members 
Mstep: Class 9 contains 33317 members 
Mstep: Class 10 contains 30892 members 
Mstep: Class 11 contains 4512 members 
Mstep: Class 12 contains 27427 members 
Mstep: Class 13 contains 17617 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90804 members 
Mstep: Class 16 contains 32201 members 
Mstep: Class 17 contains 7715 members 
Mstep: Class 18 contains 4232 members 
Mstep: Class 19 contains 130435 members 
Mstep: Class 20 contains 12502 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 5469 members 
Mstep: Class 24 contains 10191 members 
Mstep: Class 25 contains 132795 members 
Mstep: Class 26 contains 4957 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7334 members 
Mstep: Class 29 contains 88232 members 
Mstep: Class 30 contains 4837 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 31 clusters Score -1.089401e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 85954 members 
Mstep: Class 2 contains 10068 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17462 members 
Mstep: Class 7 contains 27254 members 
Mstep: Class 8 contains 83317 members 
Mstep: Class 9 contains 33308 members 
Mstep: Class 10 contains 30887 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27419 members 
Mstep: Class 13 contains 17612 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90813 members 
Mstep: Class 16 contains 32202 members 
Mstep: Class 17 contains 7709 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 130443 members 
Mstep: Class 20 contains 12502 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5468 members 
Mstep: Class 24 contains 10189 members 
Mstep: Class 25 contains 132796 members 
Mstep: Class 26 contains 4958 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7326 members 
Mstep: Class 29 contains 88247 members 
Mstep: Class 30 contains 4838 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 31 clusters Score -1.089402e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 85949 members 
Mstep: Class 2 contains 10068 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 4809 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17471 members 
Mstep: Class 7 contains 27310 members 
Mstep: Class 8 contains 83313 members 
Mstep: Class 9 contains 33302 members 
Mstep: Class 10 contains 30862 members 
Mstep: Class 11 contains 4517 members 
Mstep: Class 12 contains 27397 members 
Mstep: Class 13 contains 17605 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90832 members 
Mstep: Class 16 contains 32207 members 
Mstep: Class 17 contains 7707 members 
Mstep: Class 18 contains 4158 members 
Mstep: Class 19 contains 130445 members 
Mstep: Class 20 contains 12504 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5468 members 
Mstep: Class 24 contains 10186 members 
Mstep: Class 25 contains 132792 members 
Mstep: Class 26 contains 4957 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7321 members 
Mstep: Class 29 contains 88264 members 
Mstep: Class 30 contains 4840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940248.000000 Penalty: 66754.359375
Iteration 171Q: 31 clusters Score -1.089402e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 85947 members 
Mstep: Class 2 contains 10067 members 
Mstep: Class 3 contains 1391 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17476 members 
Mstep: Class 7 contains 27380 members 
Mstep: Class 8 contains 83315 members 
Mstep: Class 9 contains 33295 members 
Mstep: Class 10 contains 30842 members 
Mstep: Class 11 contains 4516 members 
Mstep: Class 12 contains 27384 members 
Mstep: Class 13 contains 17588 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90845 members 
Mstep: Class 16 contains 32209 members 
Mstep: Class 17 contains 7706 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 130449 members 
Mstep: Class 20 contains 12505 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5469 members 
Mstep: Class 24 contains 10186 members 
Mstep: Class 25 contains 132781 members 
Mstep: Class 26 contains 4957 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7316 members 
Mstep: Class 29 contains 88276 members 
Mstep: Class 30 contains 4840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940296.000000 Penalty: 66754.359375
Iteration 172Q: 31 clusters Score -1.089403e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 10067 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17482 members 
Mstep: Class 7 contains 27451 members 
Mstep: Class 8 contains 83314 members 
Mstep: Class 9 contains 33286 members 
Mstep: Class 10 contains 30818 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27369 members 
Mstep: Class 13 contains 17575 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90853 members 
Mstep: Class 16 contains 32209 members 
Mstep: Class 17 contains 7705 members 
Mstep: Class 18 contains 4092 members 
Mstep: Class 19 contains 130449 members 
Mstep: Class 20 contains 12507 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5469 members 
Mstep: Class 24 contains 10185 members 
Mstep: Class 25 contains 132781 members 
Mstep: Class 26 contains 4956 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7312 members 
Mstep: Class 29 contains 88290 members 
Mstep: Class 30 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940248.000000 Penalty: 66754.359375
Iteration 173Q: 31 clusters Score -1.089402e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 85936 members 
Mstep: Class 2 contains 10067 members 
Mstep: Class 3 contains 1393 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17495 members 
Mstep: Class 7 contains 27510 members 
Mstep: Class 8 contains 83311 members 
Mstep: Class 9 contains 33276 members 
Mstep: Class 10 contains 30800 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 17560 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90857 members 
Mstep: Class 16 contains 32206 members 
Mstep: Class 17 contains 7704 members 
Mstep: Class 18 contains 4071 members 
Mstep: Class 19 contains 130450 members 
Mstep: Class 20 contains 12509 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5469 members 
Mstep: Class 24 contains 10182 members 
Mstep: Class 25 contains 132789 members 
Mstep: Class 26 contains 4955 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7304 members 
Mstep: Class 29 contains 88298 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940280.000000 Penalty: 66754.359375
Iteration 174Q: 31 clusters Score -1.089403e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 85931 members 
Mstep: Class 2 contains 10067 members 
Mstep: Class 3 contains 1393 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17502 members 
Mstep: Class 7 contains 27557 members 
Mstep: Class 8 contains 83309 members 
Mstep: Class 9 contains 33270 members 
Mstep: Class 10 contains 30781 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27346 members 
Mstep: Class 13 contains 17551 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90872 members 
Mstep: Class 16 contains 32203 members 
Mstep: Class 17 contains 7700 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 130449 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5467 members 
Mstep: Class 24 contains 10178 members 
Mstep: Class 25 contains 132793 members 
Mstep: Class 26 contains 4955 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7303 members 
Mstep: Class 29 contains 88309 members 
Mstep: Class 30 contains 4846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940280.000000 Penalty: 66754.359375
Iteration 175Q: 31 clusters Score -1.089403e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 85928 members 
Mstep: Class 2 contains 10064 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17520 members 
Mstep: Class 7 contains 27600 members 
Mstep: Class 8 contains 83306 members 
Mstep: Class 9 contains 33260 members 
Mstep: Class 10 contains 30771 members 
Mstep: Class 11 contains 4511 members 
Mstep: Class 12 contains 27327 members 
Mstep: Class 13 contains 17546 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90882 members 
Mstep: Class 16 contains 32197 members 
Mstep: Class 17 contains 7694 members 
Mstep: Class 18 contains 4031 members 
Mstep: Class 19 contains 130456 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 10173 members 
Mstep: Class 25 contains 132804 members 
Mstep: Class 26 contains 4955 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7301 members 
Mstep: Class 29 contains 88314 members 
Mstep: Class 30 contains 4847 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 31 clusters Score -1.089403e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 85926 members 
Mstep: Class 2 contains 10065 members 
Mstep: Class 3 contains 1391 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17528 members 
Mstep: Class 7 contains 27625 members 
Mstep: Class 8 contains 83305 members 
Mstep: Class 9 contains 33247 members 
Mstep: Class 10 contains 30766 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 27314 members 
Mstep: Class 13 contains 17547 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90892 members 
Mstep: Class 16 contains 32194 members 
Mstep: Class 17 contains 7694 members 
Mstep: Class 18 contains 4012 members 
Mstep: Class 19 contains 130467 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 10168 members 
Mstep: Class 25 contains 132811 members 
Mstep: Class 26 contains 4955 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 88323 members 
Mstep: Class 30 contains 4847 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 31 clusters Score -1.089403e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 85926 members 
Mstep: Class 2 contains 10067 members 
Mstep: Class 3 contains 1391 members 
Mstep: Class 4 contains 4816 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17533 members 
Mstep: Class 7 contains 27652 members 
Mstep: Class 8 contains 83302 members 
Mstep: Class 9 contains 33233 members 
Mstep: Class 10 contains 30750 members 
Mstep: Class 11 contains 4508 members 
Mstep: Class 12 contains 27304 members 
Mstep: Class 13 contains 17555 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90897 members 
Mstep: Class 16 contains 32191 members 
Mstep: Class 17 contains 7692 members 
Mstep: Class 18 contains 3996 members 
Mstep: Class 19 contains 130477 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5464 members 
Mstep: Class 24 contains 10167 members 
Mstep: Class 25 contains 132813 members 
Mstep: Class 26 contains 4955 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 88338 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 31 clusters Score -1.089402e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 85925 members 
Mstep: Class 2 contains 10065 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17543 members 
Mstep: Class 7 contains 27671 members 
Mstep: Class 8 contains 83305 members 
Mstep: Class 9 contains 33222 members 
Mstep: Class 10 contains 30737 members 
Mstep: Class 11 contains 4509 members 
Mstep: Class 12 contains 27296 members 
Mstep: Class 13 contains 17558 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90901 members 
Mstep: Class 16 contains 32186 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 3980 members 
Mstep: Class 19 contains 130489 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 10168 members 
Mstep: Class 25 contains 132808 members 
Mstep: Class 26 contains 4955 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7287 members 
Mstep: Class 29 contains 88348 members 
Mstep: Class 30 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 31 clusters Score -1.089402e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 4820 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17558 members 
Mstep: Class 7 contains 27687 members 
Mstep: Class 8 contains 83305 members 
Mstep: Class 9 contains 33209 members 
Mstep: Class 10 contains 30720 members 
Mstep: Class 11 contains 4508 members 
Mstep: Class 12 contains 27286 members 
Mstep: Class 13 contains 17563 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 90902 members 
Mstep: Class 16 contains 32185 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 130504 members 
Mstep: Class 20 contains 12514 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 10166 members 
Mstep: Class 25 contains 132805 members 
Mstep: Class 26 contains 4955 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7285 members 
Mstep: Class 29 contains 88357 members 
Mstep: Class 30 contains 4841 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 31 clusters Score -1.089403e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 85921 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 27694 members 
Mstep: Class 8 contains 83306 members 
Mstep: Class 9 contains 33203 members 
Mstep: Class 10 contains 30710 members 
Mstep: Class 11 contains 4507 members 
Mstep: Class 12 contains 27284 members 
Mstep: Class 13 contains 17567 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90909 members 
Mstep: Class 16 contains 32184 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 130511 members 
Mstep: Class 20 contains 12518 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5462 members 
Mstep: Class 24 contains 10162 members 
Mstep: Class 25 contains 132800 members 
Mstep: Class 26 contains 4954 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7284 members 
Mstep: Class 29 contains 88360 members 
Mstep: Class 30 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940296.000000 Penalty: 66754.359375
Iteration 181Q: 31 clusters Score -1.089403e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 85921 members 
Mstep: Class 2 contains 10064 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17573 members 
Mstep: Class 7 contains 27705 members 
Mstep: Class 8 contains 83306 members 
Mstep: Class 9 contains 33193 members 
Mstep: Class 10 contains 30700 members 
Mstep: Class 11 contains 4507 members 
Mstep: Class 12 contains 27278 members 
Mstep: Class 13 contains 17575 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 90913 members 
Mstep: Class 16 contains 32183 members 
Mstep: Class 17 contains 7691 members 
Mstep: Class 18 contains 3957 members 
Mstep: Class 19 contains 130514 members 
Mstep: Class 20 contains 12518 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5462 members 
Mstep: Class 24 contains 10158 members 
Mstep: Class 25 contains 132795 members 
Mstep: Class 26 contains 4952 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7283 members 
Mstep: Class 29 contains 88371 members 
Mstep: Class 30 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940368.000000 Penalty: 66754.359375
Iteration 182Q: 31 clusters Score -1.089404e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85921 members 
Mstep: Class 2 contains 10065 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 325 members 
Mstep: Class 6 contains 17587 members 
Mstep: Class 7 contains 27713 members 
Mstep: Class 8 contains 83313 members 
Mstep: Class 9 contains 33179 members 
Mstep: Class 10 contains 30690 members 
Mstep: Class 11 contains 4507 members 
Mstep: Class 12 contains 27267 members 
Mstep: Class 13 contains 17577 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 90913 members 
Mstep: Class 16 contains 32185 members 
Mstep: Class 17 contains 7690 members 
Mstep: Class 18 contains 3952 members 
Mstep: Class 19 contains 130522 members 
Mstep: Class 20 contains 12519 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5462 members 
Mstep: Class 24 contains 10156 members 
Mstep: Class 25 contains 132794 members 
Mstep: Class 26 contains 4952 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7282 members 
Mstep: Class 29 contains 88375 members 
Mstep: Class 30 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940464.000000 Penalty: 66754.359375
Iteration 183Q: 31 clusters Score -1.089405e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 10064 members 
Mstep: Class 3 contains 1391 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 325 members 
Mstep: Class 6 contains 17602 members 
Mstep: Class 7 contains 27716 members 
Mstep: Class 8 contains 83310 members 
Mstep: Class 9 contains 33167 members 
Mstep: Class 10 contains 30681 members 
Mstep: Class 11 contains 4507 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90904 members 
Mstep: Class 16 contains 32185 members 
Mstep: Class 17 contains 7690 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 130537 members 
Mstep: Class 20 contains 12519 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5462 members 
Mstep: Class 24 contains 10156 members 
Mstep: Class 25 contains 132793 members 
Mstep: Class 26 contains 4952 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 7282 members 
Mstep: Class 29 contains 88380 members 
Mstep: Class 30 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940520.000000 Penalty: 66754.359375
Iteration 184Q: 31 clusters Score -1.089405e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 4818 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17616 members 
Mstep: Class 7 contains 27724 members 
Mstep: Class 8 contains 83305 members 
Mstep: Class 9 contains 33161 members 
Mstep: Class 10 contains 30677 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 27256 members 
Mstep: Class 13 contains 17575 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90900 members 
Mstep: Class 16 contains 32182 members 
Mstep: Class 17 contains 7692 members 
Mstep: Class 18 contains 3947 members 
Mstep: Class 19 contains 130549 members 
Mstep: Class 20 contains 12519 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 5461 members 
Mstep: Class 24 contains 10156 members 
Mstep: Class 25 contains 132794 members 
Mstep: Class 26 contains 4952 members 
Mstep: Class 27 contains 7318 members 
Mstep: Class 28 contains 7281 members 
Mstep: Class 29 contains 88379 members 
Mstep: Class 30 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940360.000000 Penalty: 66754.359375
Iteration 185Q: 31 clusters Score -1.089404e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 4818 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17630 members 
Mstep: Class 7 contains 27729 members 
Mstep: Class 8 contains 83308 members 
Mstep: Class 9 contains 33153 members 
Mstep: Class 10 contains 30673 members 
Mstep: Class 11 contains 4511 members 
Mstep: Class 12 contains 27246 members 
Mstep: Class 13 contains 17572 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90904 members 
Mstep: Class 16 contains 32181 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 3942 members 
Mstep: Class 19 contains 130556 members 
Mstep: Class 20 contains 12519 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 979 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10154 members 
Mstep: Class 25 contains 132796 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 7318 members 
Mstep: Class 28 contains 7279 members 
Mstep: Class 29 contains 88375 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940424.000000 Penalty: 66754.359375
Iteration 186Q: 31 clusters Score -1.089404e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17642 members 
Mstep: Class 7 contains 27735 members 
Mstep: Class 8 contains 83308 members 
Mstep: Class 9 contains 33148 members 
Mstep: Class 10 contains 30670 members 
Mstep: Class 11 contains 4511 members 
Mstep: Class 12 contains 27238 members 
Mstep: Class 13 contains 17572 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90907 members 
Mstep: Class 16 contains 32180 members 
Mstep: Class 17 contains 7695 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 19 contains 130557 members 
Mstep: Class 20 contains 12519 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10155 members 
Mstep: Class 25 contains 132793 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 7318 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 88381 members 
Mstep: Class 30 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940392.000000 Penalty: 66754.359375
Iteration 187Q: 31 clusters Score -1.089404e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17650 members 
Mstep: Class 7 contains 27738 members 
Mstep: Class 8 contains 83310 members 
Mstep: Class 9 contains 33141 members 
Mstep: Class 10 contains 30665 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27232 members 
Mstep: Class 13 contains 17574 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90907 members 
Mstep: Class 16 contains 32176 members 
Mstep: Class 17 contains 7698 members 
Mstep: Class 18 contains 3930 members 
Mstep: Class 19 contains 130562 members 
Mstep: Class 20 contains 12519 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10155 members 
Mstep: Class 25 contains 132791 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 7318 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88387 members 
Mstep: Class 30 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940416.000000 Penalty: 66754.359375
Iteration 188Q: 31 clusters Score -1.089404e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17658 members 
Mstep: Class 7 contains 27744 members 
Mstep: Class 8 contains 83312 members 
Mstep: Class 9 contains 33130 members 
Mstep: Class 10 contains 30660 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27225 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90905 members 
Mstep: Class 16 contains 32174 members 
Mstep: Class 17 contains 7699 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 130572 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10155 members 
Mstep: Class 25 contains 132792 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 7319 members 
Mstep: Class 28 contains 7279 members 
Mstep: Class 29 contains 88388 members 
Mstep: Class 30 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940424.000000 Penalty: 66754.359375
Iteration 189Q: 31 clusters Score -1.089404e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17667 members 
Mstep: Class 7 contains 27752 members 
Mstep: Class 8 contains 83310 members 
Mstep: Class 9 contains 33122 members 
Mstep: Class 10 contains 30660 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27224 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90903 members 
Mstep: Class 16 contains 32173 members 
Mstep: Class 17 contains 7698 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 130581 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10155 members 
Mstep: Class 25 contains 132790 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 7319 members 
Mstep: Class 28 contains 7279 members 
Mstep: Class 29 contains 88388 members 
Mstep: Class 30 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940432.000000 Penalty: 66754.359375
Iteration 190Q: 31 clusters Score -1.089404e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17671 members 
Mstep: Class 7 contains 27759 members 
Mstep: Class 8 contains 83313 members 
Mstep: Class 9 contains 33117 members 
Mstep: Class 10 contains 30655 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27221 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90904 members 
Mstep: Class 16 contains 32171 members 
Mstep: Class 17 contains 7698 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 130591 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10153 members 
Mstep: Class 25 contains 132792 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7279 members 
Mstep: Class 29 contains 88389 members 
Mstep: Class 30 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940424.000000 Penalty: 66754.359375
Iteration 191Q: 31 clusters Score -1.089404e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85921 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 4820 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17678 members 
Mstep: Class 7 contains 27764 members 
Mstep: Class 8 contains 83317 members 
Mstep: Class 9 contains 33110 members 
Mstep: Class 10 contains 30648 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27220 members 
Mstep: Class 13 contains 17577 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90908 members 
Mstep: Class 16 contains 32173 members 
Mstep: Class 17 contains 7699 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 130597 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10152 members 
Mstep: Class 25 contains 132789 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7279 members 
Mstep: Class 29 contains 88391 members 
Mstep: Class 30 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940376.000000 Penalty: 66754.359375
Iteration 192Q: 31 clusters Score -1.089404e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17684 members 
Mstep: Class 7 contains 27772 members 
Mstep: Class 8 contains 83314 members 
Mstep: Class 9 contains 33104 members 
Mstep: Class 10 contains 30645 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27217 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90910 members 
Mstep: Class 16 contains 32174 members 
Mstep: Class 17 contains 7699 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 130604 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10151 members 
Mstep: Class 25 contains 132786 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7279 members 
Mstep: Class 29 contains 88388 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940336.000000 Penalty: 66754.359375
Iteration 193Q: 31 clusters Score -1.089403e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17690 members 
Mstep: Class 7 contains 27776 members 
Mstep: Class 8 contains 83314 members 
Mstep: Class 9 contains 33102 members 
Mstep: Class 10 contains 30645 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27215 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90906 members 
Mstep: Class 16 contains 32175 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 130609 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10147 members 
Mstep: Class 25 contains 132783 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7279 members 
Mstep: Class 29 contains 88392 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940288.000000 Penalty: 66754.359375
Iteration 194Q: 31 clusters Score -1.089403e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85925 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4823 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 27780 members 
Mstep: Class 8 contains 83316 members 
Mstep: Class 9 contains 33098 members 
Mstep: Class 10 contains 30642 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27211 members 
Mstep: Class 13 contains 17577 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90907 members 
Mstep: Class 16 contains 32174 members 
Mstep: Class 17 contains 7694 members 
Mstep: Class 18 contains 3879 members 
Mstep: Class 19 contains 130610 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10144 members 
Mstep: Class 25 contains 132782 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7279 members 
Mstep: Class 29 contains 88399 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940416.000000 Penalty: 66754.359375
Iteration 195Q: 31 clusters Score -1.089404e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85926 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4826 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17704 members 
Mstep: Class 7 contains 27782 members 
Mstep: Class 8 contains 83319 members 
Mstep: Class 9 contains 33091 members 
Mstep: Class 10 contains 30638 members 
Mstep: Class 11 contains 4516 members 
Mstep: Class 12 contains 27209 members 
Mstep: Class 13 contains 17576 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90906 members 
Mstep: Class 16 contains 32174 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 130616 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10142 members 
Mstep: Class 25 contains 132782 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7279 members 
Mstep: Class 29 contains 88403 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940368.000000 Penalty: 66754.359375
Iteration 196Q: 31 clusters Score -1.089404e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85928 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4826 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17705 members 
Mstep: Class 7 contains 27782 members 
Mstep: Class 8 contains 83321 members 
Mstep: Class 9 contains 33089 members 
Mstep: Class 10 contains 30634 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27207 members 
Mstep: Class 13 contains 17574 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90908 members 
Mstep: Class 16 contains 32174 members 
Mstep: Class 17 contains 7690 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 130620 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10138 members 
Mstep: Class 25 contains 132780 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 88409 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940280.000000 Penalty: 66754.359375
Iteration 197Q: 31 clusters Score -1.089403e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4826 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17710 members 
Mstep: Class 7 contains 27780 members 
Mstep: Class 8 contains 83324 members 
Mstep: Class 9 contains 33087 members 
Mstep: Class 10 contains 30627 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27203 members 
Mstep: Class 13 contains 17572 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90911 members 
Mstep: Class 16 contains 32174 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 3873 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10133 members 
Mstep: Class 25 contains 132773 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 88420 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940200.000000 Penalty: 66754.359375
Iteration 198Q: 31 clusters Score -1.089402e+08 nChanged 48
Entering ConstructFrom: 
Score: -108940200.000000 Penalty: 66754.359375
Entering ConstructFrom: 
Trying to split cluster 1 (85930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85930 members 
Entering Unmasked Estep 
Score: -10942846.000000 Penalty: 1846.209351
	Iteration 0F: 2 clusters Score -1.094285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -10885972.000000 Penalty: 3692.418701
	Iteration 0F: 3 clusters Score -1.088597e+07 nChanged 40982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -10910040.000000 Penalty: 3692.418701
	Iteration 1F: 3 clusters Score -1.091004e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -10910833.000000 Penalty: 3692.418701
	Iteration 2Q: 3 clusters Score -1.091083e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -10912132.000000 Penalty: 3692.418701
	Iteration 3Q: 3 clusters Score -1.091213e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -10914046.000000 Penalty: 3692.418701
	Iteration 4Q: 3 clusters Score -1.091405e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -10917149.000000 Penalty: 3692.418701
	Iteration 5F: 3 clusters Score -1.091715e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -10921727.000000 Penalty: 3692.418701
	Iteration 6F: 3 clusters Score -1.092173e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -10927452.000000 Penalty: 3692.418701
	Iteration 7F: 3 clusters Score -1.092745e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
Score: -10933002.000000 Penalty: 3692.418701
	Iteration 8F: 3 clusters Score -1.0933e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 77215 members 
Entering Unmasked Estep 
Score: -10936798.000000 Penalty: 3692.418701
	Iteration 9Q: 3 clusters Score -1.09368e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -10938860.000000 Penalty: 3692.418701
	Iteration 10Q: 3 clusters Score -1.093886e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -10940017.000000 Penalty: 3692.418701
	Iteration 11Q: 3 clusters Score -1.094002e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -10940633.000000 Penalty: 3692.418701
	Iteration 12Q: 3 clusters Score -1.094063e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 81715 members 
Entering Unmasked Estep 
Score: -10940847.000000 Penalty: 3692.418701
	Iteration 13Q: 3 clusters Score -1.094085e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 82105 members 
Entering Unmasked Estep 
Score: -10941037.000000 Penalty: 3692.418701
	Iteration 14Q: 3 clusters Score -1.094104e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -10941172.000000 Penalty: 3692.418701
	Iteration 15Q: 3 clusters Score -1.094117e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 82679 members 
Entering Unmasked Estep 
Score: -10941286.000000 Penalty: 3692.418701
	Iteration 16Q: 3 clusters Score -1.094129e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 82898 members 
Entering Unmasked Estep 
Score: -10941361.000000 Penalty: 3692.418701
	Iteration 17Q: 3 clusters Score -1.094136e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -10941426.000000 Penalty: 3692.418701
	Iteration 18Q: 3 clusters Score -1.094143e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 83223 members 
Entering Unmasked Estep 
Score: -10941496.000000 Penalty: 3692.418701
	Iteration 19Q: 3 clusters Score -1.09415e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 83357 members 
Entering Unmasked Estep 
Score: -10941533.000000 Penalty: 3692.418701
	Iteration 20F: 3 clusters Score -1.094153e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 83463 members 
Entering Unmasked Estep 
Score: -10941545.000000 Penalty: 3692.418701
	Iteration 21Q: 3 clusters Score -1.094154e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 83566 members 
Entering Unmasked Estep 
Score: -10941575.000000 Penalty: 3692.418701
	Iteration 22Q: 3 clusters Score -1.094158e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 83642 members 
Entering Unmasked Estep 
Score: -10941630.000000 Penalty: 3692.418701
	Iteration 23Q: 3 clusters Score -1.094163e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 83697 members 
Entering Unmasked Estep 
Score: -10941642.000000 Penalty: 3692.418701
	Iteration 24Q: 3 clusters Score -1.094164e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 83748 members 
Entering Unmasked Estep 
Score: -10941649.000000 Penalty: 3692.418701
	Iteration 25Q: 3 clusters Score -1.094165e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 83803 members 
Entering Unmasked Estep 
Score: -10941676.000000 Penalty: 3692.418701
	Iteration 26Q: 3 clusters Score -1.094168e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 83850 members 
Entering Unmasked Estep 
Score: -10941692.000000 Penalty: 3692.418701
	Iteration 27Q: 3 clusters Score -1.094169e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 83881 members 
Entering Unmasked Estep 
Score: -10941707.000000 Penalty: 3692.418701
	Iteration 28Q: 3 clusters Score -1.094171e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 83907 members 
Entering Unmasked Estep 
Score: -10941711.000000 Penalty: 3692.418701
	Iteration 29Q: 3 clusters Score -1.094171e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 83932 members 
Entering Unmasked Estep 
Score: -10941734.000000 Penalty: 3692.418701
	Iteration 30Q: 3 clusters Score -1.094173e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -10941729.000000 Penalty: 3692.418701
	Iteration 31Q: 3 clusters Score -1.094173e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 83956 members 
Entering Unmasked Estep 
Score: -10941733.000000 Penalty: 3692.418701
	Iteration 32Q: 3 clusters Score -1.094173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -10941736.000000 Penalty: 3692.418701
	Iteration 33Q: 3 clusters Score -1.094174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 83980 members 
Entering Unmasked Estep 
Score: -10941735.000000 Penalty: 3692.418701
	Iteration 34Q: 3 clusters Score -1.094174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 83989 members 
Entering Unmasked Estep 
Score: -10941724.000000 Penalty: 3692.418701
	Iteration 35Q: 3 clusters Score -1.094172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 83995 members 
Entering Unmasked Estep 
Score: -10941722.000000 Penalty: 3692.418701
	Iteration 36Q: 3 clusters Score -1.094172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 83999 members 
Entering Unmasked Estep 
Score: -10941721.000000 Penalty: 3692.418701
	Iteration 37Q: 3 clusters Score -1.094172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 84002 members 
Entering Unmasked Estep 
Score: -10941725.000000 Penalty: 3692.418701
	Iteration 38Q: 3 clusters Score -1.094172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 84001 members 
Entering Unmasked Estep 
Score: -10941722.000000 Penalty: 3692.418701
	Iteration 39Q: 3 clusters Score -1.094172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 84001 members 
Entering Unmasked Estep 
Score: -10941722.000000 Penalty: 3692.418701
	Iteration 40F: 3 clusters Score -1.094172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Entering Unmasked Estep 
Score: -1270516.750000 Penalty: 1497.700806
	Iteration 0F: 2 clusters Score -1270517 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 4994 members 
Entering Unmasked Estep 
Score: -1263359.750000 Penalty: 2995.401611
	Iteration 0F: 3 clusters Score -1263360 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1265675.875000 Penalty: 2995.401611
	Iteration 1F: 3 clusters Score -1265676 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1265994.125000 Penalty: 2995.401611
	Iteration 2F: 3 clusters Score -1265994 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1266306.625000 Penalty: 2995.401611
	Iteration 3F: 3 clusters Score -1266307 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1266640.125000 Penalty: 2995.401611
	Iteration 4F: 3 clusters Score -1266640 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1266929.750000 Penalty: 2995.401611
	Iteration 5F: 3 clusters Score -1266930 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1267203.500000 Penalty: 2995.401611
	Iteration 6Q: 3 clusters Score -1267204 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1267455.000000 Penalty: 2995.401611
	Iteration 7Q: 3 clusters Score -1267455 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1267668.750000 Penalty: 2995.401611
	Iteration 8Q: 3 clusters Score -1267669 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1267865.250000 Penalty: 2995.401611
	Iteration 9Q: 3 clusters Score -1267865 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1268036.875000 Penalty: 2995.401611
	Iteration 10Q: 3 clusters Score -1268037 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1268181.875000 Penalty: 2995.401611
	Iteration 11Q: 3 clusters Score -1268182 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1268292.750000 Penalty: 2995.401611
	Iteration 12Q: 3 clusters Score -1268293 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1268373.500000 Penalty: 2995.401611
	Iteration 13Q: 3 clusters Score -1268374 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1268444.500000 Penalty: 2995.401611
	Iteration 14Q: 3 clusters Score -1268444 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1268494.750000 Penalty: 2995.401611
	Iteration 15Q: 3 clusters Score -1268495 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1268539.250000 Penalty: 2995.401611
	Iteration 16Q: 3 clusters Score -1268539 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1268582.625000 Penalty: 2995.401611
	Iteration 17Q: 3 clusters Score -1268583 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1268621.125000 Penalty: 2995.401611
	Iteration 18Q: 3 clusters Score -1268621 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1268667.625000 Penalty: 2995.401611
	Iteration 19Q: 3 clusters Score -1268668 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1268706.500000 Penalty: 2995.401611
	Iteration 20F: 3 clusters Score -1268706 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1268755.500000 Penalty: 2995.401611
	Iteration 21Q: 3 clusters Score -1268756 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1268797.500000 Penalty: 2995.401611
	Iteration 22Q: 3 clusters Score -1268798 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1268842.250000 Penalty: 2995.401611
	Iteration 23Q: 3 clusters Score -1268842 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1268882.500000 Penalty: 2995.401611
	Iteration 24Q: 3 clusters Score -1268882 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1268918.500000 Penalty: 2995.401611
	Iteration 25Q: 3 clusters Score -1268918 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1268964.500000 Penalty: 2995.401611
	Iteration 26Q: 3 clusters Score -1268964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1269018.750000 Penalty: 2995.401611
	Iteration 27Q: 3 clusters Score -1269019 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1269055.375000 Penalty: 2995.401611
	Iteration 28Q: 3 clusters Score -1269055 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1269089.375000 Penalty: 2995.401611
	Iteration 29Q: 3 clusters Score -1269089 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1269124.500000 Penalty: 2995.401611
	Iteration 30Q: 3 clusters Score -1269124 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1269162.500000 Penalty: 2995.401611
	Iteration 31Q: 3 clusters Score -1269162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1269191.875000 Penalty: 2995.401611
	Iteration 32Q: 3 clusters Score -1269192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1269214.750000 Penalty: 2995.401611
	Iteration 33Q: 3 clusters Score -1269215 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1269233.000000 Penalty: 2995.401611
	Iteration 34Q: 3 clusters Score -1269233 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1269246.750000 Penalty: 2995.401611
	Iteration 35Q: 3 clusters Score -1269247 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1269259.875000 Penalty: 2995.401611
	Iteration 36Q: 3 clusters Score -1269260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1269268.875000 Penalty: 2995.401611
	Iteration 37Q: 3 clusters Score -1269269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1269277.500000 Penalty: 2995.401611
	Iteration 38Q: 3 clusters Score -1269278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1269284.250000 Penalty: 2995.401611
	Iteration 39Q: 3 clusters Score -1269284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1269288.375000 Penalty: 2995.401611
	Iteration 40F: 3 clusters Score -1269288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1269298.375000 Penalty: 2995.401611
	Iteration 41Q: 3 clusters Score -1269298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1269308.000000 Penalty: 2995.401611
	Iteration 42Q: 3 clusters Score -1269308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1269319.375000 Penalty: 2995.401611
	Iteration 43Q: 3 clusters Score -1269319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1269328.125000 Penalty: 2995.401611
	Iteration 44Q: 3 clusters Score -1269328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1269330.625000 Penalty: 2995.401611
	Iteration 45Q: 3 clusters Score -1269331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1269337.000000 Penalty: 2995.401611
	Iteration 46Q: 3 clusters Score -1269337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1269344.125000 Penalty: 2995.401611
	Iteration 47Q: 3 clusters Score -1269344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1269346.000000 Penalty: 2995.401611
	Iteration 48Q: 3 clusters Score -1269346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1269347.750000 Penalty: 2995.401611
	Iteration 49Q: 3 clusters Score -1269348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1269350.500000 Penalty: 2995.401611
	Iteration 50Q: 3 clusters Score -1269350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1269351.750000 Penalty: 2995.401611
	Iteration 51Q: 3 clusters Score -1269352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1269350.625000 Penalty: 2995.401611
	Iteration 52Q: 3 clusters Score -1269351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1269353.125000 Penalty: 2995.401611
	Iteration 53Q: 3 clusters Score -1269353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1269352.250000 Penalty: 2995.401611
	Iteration 54Q: 3 clusters Score -1269352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1269355.125000 Penalty: 2995.401611
	Iteration 55Q: 3 clusters Score -1269355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1269356.125000 Penalty: 2995.401611
	Iteration 56Q: 3 clusters Score -1269356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1269357.125000 Penalty: 2995.401611
	Iteration 57Q: 3 clusters Score -1269357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1269357.625000 Penalty: 2995.401611
	Iteration 58Q: 3 clusters Score -1269358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1269358.500000 Penalty: 2995.401611
	Iteration 59Q: 3 clusters Score -1269358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1269358.750000 Penalty: 2995.401611
	Iteration 60F: 3 clusters Score -1269359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1269358.750000 Penalty: 2995.401611
	Iteration 61Q: 3 clusters Score -1269359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1269358.750000 Penalty: 2995.401611
	Iteration 62F: 3 clusters Score -1269359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -167001.671875 Penalty: 1175.905151
	Iteration 0F: 2 clusters Score -167001.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -165312.984375 Penalty: 2351.810303
	Iteration 0F: 3 clusters Score -165313 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -165636.843750 Penalty: 2351.810303
	Iteration 1F: 3 clusters Score -165636.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -165712.468750 Penalty: 2351.810303
	Iteration 2F: 3 clusters Score -165712.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -165756.406250 Penalty: 2351.810303
	Iteration 3Q: 3 clusters Score -165756.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -165782.781250 Penalty: 2351.810303
	Iteration 4Q: 3 clusters Score -165782.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -165796.390625 Penalty: 2351.810303
	Iteration 5Q: 3 clusters Score -165796.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -165814.843750 Penalty: 2351.810303
	Iteration 6Q: 3 clusters Score -165814.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -165828.859375 Penalty: 2351.810303
	Iteration 7Q: 3 clusters Score -165828.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -165843.359375 Penalty: 2351.810303
	Iteration 8Q: 3 clusters Score -165843.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -165860.140625 Penalty: 2351.810303
	Iteration 9Q: 3 clusters Score -165860.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -165873.171875 Penalty: 2351.810303
	Iteration 10Q: 3 clusters Score -165873.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -165881.390625 Penalty: 2351.810303
	Iteration 11Q: 3 clusters Score -165881.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -165891.671875 Penalty: 2351.810303
	Iteration 12Q: 3 clusters Score -165891.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -165899.359375 Penalty: 2351.810303
	Iteration 13Q: 3 clusters Score -165899.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -165904.718750 Penalty: 2351.810303
	Iteration 14Q: 3 clusters Score -165904.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -165909.000000 Penalty: 2351.810303
	Iteration 15Q: 3 clusters Score -165909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -165914.296875 Penalty: 2351.810303
	Iteration 16Q: 3 clusters Score -165914.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -165921.109375 Penalty: 2351.810303
	Iteration 17Q: 3 clusters Score -165921.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -165926.093750 Penalty: 2351.810303
	Iteration 18Q: 3 clusters Score -165926.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -165932.062500 Penalty: 2351.810303
	Iteration 19Q: 3 clusters Score -165932.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -165935.953125 Penalty: 2351.810303
	Iteration 20F: 3 clusters Score -165936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -165938.312500 Penalty: 2351.810303
	Iteration 21Q: 3 clusters Score -165938.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -165939.828125 Penalty: 2351.810303
	Iteration 22Q: 3 clusters Score -165939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -165940.546875 Penalty: 2351.810303
	Iteration 23Q: 3 clusters Score -165940.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -165940.687500 Penalty: 2351.810303
	Iteration 24Q: 3 clusters Score -165940.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -165940.687500 Penalty: 2351.810303
	Iteration 25F: 3 clusters Score -165940.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Entering Unmasked Estep 
Score: -549516.062500 Penalty: 1378.288208
	Iteration 0F: 2 clusters Score -549516.1 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 2398 members 
Entering Unmasked Estep 
Score: -545685.812500 Penalty: 2756.576416
	Iteration 0F: 3 clusters Score -545685.8 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -546944.250000 Penalty: 2756.576416
	Iteration 1F: 3 clusters Score -546944.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -547329.562500 Penalty: 2756.576416
	Iteration 2F: 3 clusters Score -547329.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -547575.812500 Penalty: 2756.576416
	Iteration 3F: 3 clusters Score -547575.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -547726.000000 Penalty: 2756.576416
	Iteration 4F: 3 clusters Score -547726 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -547822.875000 Penalty: 2756.576416
	Iteration 5Q: 3 clusters Score -547822.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -547904.687500 Penalty: 2756.576416
	Iteration 6Q: 3 clusters Score -547904.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -547984.125000 Penalty: 2756.576416
	Iteration 7Q: 3 clusters Score -547984.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -548047.812500 Penalty: 2756.576416
	Iteration 8Q: 3 clusters Score -548047.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -548097.125000 Penalty: 2756.576416
	Iteration 9Q: 3 clusters Score -548097.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -548144.875000 Penalty: 2756.576416
	Iteration 10Q: 3 clusters Score -548144.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -548174.937500 Penalty: 2756.576416
	Iteration 11Q: 3 clusters Score -548174.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -548204.000000 Penalty: 2756.576416
	Iteration 12Q: 3 clusters Score -548204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -548223.375000 Penalty: 2756.576416
	Iteration 13Q: 3 clusters Score -548223.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -548239.625000 Penalty: 2756.576416
	Iteration 14Q: 3 clusters Score -548239.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -548259.375000 Penalty: 2756.576416
	Iteration 15Q: 3 clusters Score -548259.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -548277.500000 Penalty: 2756.576416
	Iteration 16Q: 3 clusters Score -548277.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -548290.250000 Penalty: 2756.576416
	Iteration 17Q: 3 clusters Score -548290.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -548308.062500 Penalty: 2756.576416
	Iteration 18Q: 3 clusters Score -548308.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -548323.437500 Penalty: 2756.576416
	Iteration 19Q: 3 clusters Score -548323.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -548342.187500 Penalty: 2756.576416
	Iteration 20F: 3 clusters Score -548342.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -548356.687500 Penalty: 2756.576416
	Iteration 21Q: 3 clusters Score -548356.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -548369.750000 Penalty: 2756.576416
	Iteration 22Q: 3 clusters Score -548369.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -548381.437500 Penalty: 2756.576416
	Iteration 23Q: 3 clusters Score -548381.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -548387.312500 Penalty: 2756.576416
	Iteration 24Q: 3 clusters Score -548387.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -548389.312500 Penalty: 2756.576416
	Iteration 25Q: 3 clusters Score -548389.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -548393.750000 Penalty: 2756.576416
	Iteration 26Q: 3 clusters Score -548393.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -548398.312500 Penalty: 2756.576416
	Iteration 27Q: 3 clusters Score -548398.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -548401.562500 Penalty: 2756.576416
	Iteration 28Q: 3 clusters Score -548401.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -548406.562500 Penalty: 2756.576416
	Iteration 29Q: 3 clusters Score -548406.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -548413.375000 Penalty: 2756.576416
	Iteration 30Q: 3 clusters Score -548413.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -548418.312500 Penalty: 2756.576416
	Iteration 31Q: 3 clusters Score -548418.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -548422.812500 Penalty: 2756.576416
	Iteration 32Q: 3 clusters Score -548422.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -548425.875000 Penalty: 2756.576416
	Iteration 33Q: 3 clusters Score -548425.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -548428.250000 Penalty: 2756.576416
	Iteration 34Q: 3 clusters Score -548428.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -548430.500000 Penalty: 2756.576416
	Iteration 35Q: 3 clusters Score -548430.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -548435.250000 Penalty: 2756.576416
	Iteration 36Q: 3 clusters Score -548435.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -548438.375000 Penalty: 2756.576416
	Iteration 37Q: 3 clusters Score -548438.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -548440.875000 Penalty: 2756.576416
	Iteration 38Q: 3 clusters Score -548440.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -548444.187500 Penalty: 2756.576416
	Iteration 39Q: 3 clusters Score -548444.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -548450.625000 Penalty: 2756.576416
	Iteration 40F: 3 clusters Score -548450.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -548457.937500 Penalty: 2756.576416
	Iteration 41Q: 3 clusters Score -548457.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -548465.625000 Penalty: 2756.576416
	Iteration 42Q: 3 clusters Score -548465.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -548471.812500 Penalty: 2756.576416
	Iteration 43Q: 3 clusters Score -548471.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -548482.812500 Penalty: 2756.576416
	Iteration 44Q: 3 clusters Score -548482.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -548491.625000 Penalty: 2756.576416
	Iteration 45Q: 3 clusters Score -548491.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -548506.625000 Penalty: 2756.576416
	Iteration 46Q: 3 clusters Score -548506.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -548523.312500 Penalty: 2756.576416
	Iteration 47Q: 3 clusters Score -548523.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -548541.562500 Penalty: 2756.576416
	Iteration 48Q: 3 clusters Score -548541.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -548550.937500 Penalty: 2756.576416
	Iteration 49Q: 3 clusters Score -548550.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -548562.375000 Penalty: 2756.576416
	Iteration 50Q: 3 clusters Score -548562.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -548573.187500 Penalty: 2756.576416
	Iteration 51Q: 3 clusters Score -548573.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -548580.500000 Penalty: 2756.576416
	Iteration 52Q: 3 clusters Score -548580.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -548585.687500 Penalty: 2756.576416
	Iteration 53Q: 3 clusters Score -548585.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -548593.250000 Penalty: 2756.576416
	Iteration 54Q: 3 clusters Score -548593.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -548597.125000 Penalty: 2756.576416
	Iteration 55Q: 3 clusters Score -548597.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -548603.125000 Penalty: 2756.576416
	Iteration 56Q: 3 clusters Score -548603.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -548610.437500 Penalty: 2756.576416
	Iteration 57Q: 3 clusters Score -548610.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -548621.687500 Penalty: 2756.576416
	Iteration 58Q: 3 clusters Score -548621.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -548631.375000 Penalty: 2756.576416
	Iteration 59Q: 3 clusters Score -548631.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -548645.375000 Penalty: 2756.576416
	Iteration 60F: 3 clusters Score -548645.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -548656.437500 Penalty: 2756.576416
	Iteration 61Q: 3 clusters Score -548656.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -548668.437500 Penalty: 2756.576416
	Iteration 62Q: 3 clusters Score -548668.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -548673.937500 Penalty: 2756.576416
	Iteration 63Q: 3 clusters Score -548673.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -548681.375000 Penalty: 2756.576416
	Iteration 64Q: 3 clusters Score -548681.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -548690.687500 Penalty: 2756.576416
	Iteration 65Q: 3 clusters Score -548690.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -548699.062500 Penalty: 2756.576416
	Iteration 66Q: 3 clusters Score -548699.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -548711.562500 Penalty: 2756.576416
	Iteration 67Q: 3 clusters Score -548711.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -548720.750000 Penalty: 2756.576416
	Iteration 68Q: 3 clusters Score -548720.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -548729.562500 Penalty: 2756.576416
	Iteration 69Q: 3 clusters Score -548729.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -548737.250000 Penalty: 2756.576416
	Iteration 70Q: 3 clusters Score -548737.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -548742.187500 Penalty: 2756.576416
	Iteration 71Q: 3 clusters Score -548742.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -548749.062500 Penalty: 2756.576416
	Iteration 72Q: 3 clusters Score -548749.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -548760.375000 Penalty: 2756.576416
	Iteration 73Q: 3 clusters Score -548760.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -548779.375000 Penalty: 2756.576416
	Iteration 74Q: 3 clusters Score -548779.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -548799.750000 Penalty: 2756.576416
	Iteration 75Q: 3 clusters Score -548799.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -548829.500000 Penalty: 2756.576416
	Iteration 76Q: 3 clusters Score -548829.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -548870.437500 Penalty: 2756.576416
	Iteration 77Q: 3 clusters Score -548870.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -548922.812500 Penalty: 2756.576416
	Iteration 78Q: 3 clusters Score -548922.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -548969.437500 Penalty: 2756.576416
	Iteration 79Q: 3 clusters Score -548969.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -548990.125000 Penalty: 2756.576416
	Iteration 80F: 3 clusters Score -548990.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -548993.000000 Penalty: 2756.576416
	Iteration 81Q: 3 clusters Score -548993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -548994.062500 Penalty: 2756.576416
	Iteration 82Q: 3 clusters Score -548994.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -548996.625000 Penalty: 2756.576416
	Iteration 83Q: 3 clusters Score -548996.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -548998.312500 Penalty: 2756.576416
	Iteration 84Q: 3 clusters Score -548998.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -548998.250000 Penalty: 2756.576416
	Iteration 85Q: 3 clusters Score -548998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -548999.875000 Penalty: 2756.576416
	Iteration 86Q: 3 clusters Score -548999.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -548999.562500 Penalty: 2756.576416
	Iteration 87Q: 3 clusters Score -548999.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -548999.500000 Penalty: 2756.576416
	Iteration 88Q: 3 clusters Score -548999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -549001.375000 Penalty: 2756.576416
	Iteration 89Q: 3 clusters Score -549001.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -549001.375000 Penalty: 2756.576416
	Iteration 90F: 3 clusters Score -549001.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -28542.007812 Penalty: 937.859131
	Iteration 0F: 2 clusters Score -28542.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27802.732422 Penalty: 1875.718262
	Iteration 0F: 3 clusters Score -27802.73 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28094.746094 Penalty: 1875.718262
	Iteration 1F: 3 clusters Score -28094.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28214.351562 Penalty: 1875.718262
	Iteration 2F: 3 clusters Score -28214.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28265.613281 Penalty: 1875.718262
	Iteration 3Q: 3 clusters Score -28265.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28345.464844 Penalty: 1875.718262
	Iteration 4Q: 3 clusters Score -28345.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28445.203125 Penalty: 1875.718262
	Iteration 5Q: 3 clusters Score -28445.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28540.916016 Penalty: 1875.718262
	Iteration 6Q: 3 clusters Score -28540.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28627.917969 Penalty: 1875.718262
	Iteration 7Q: 3 clusters Score -28627.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28713.648438 Penalty: 1875.718262
	Iteration 8Q: 3 clusters Score -28713.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28772.759766 Penalty: 1875.718262
	Iteration 9Q: 3 clusters Score -28772.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28859.160156 Penalty: 1875.718262
	Iteration 10Q: 3 clusters Score -28859.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28911.419922 Penalty: 1875.718262
	Iteration 11Q: 3 clusters Score -28911.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29023.712891 Penalty: 1875.718262
	Iteration 12Q: 3 clusters Score -29023.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29077.187500 Penalty: 1875.718262
	Iteration 13Q: 3 clusters Score -29077.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29144.556641 Penalty: 1875.718262
	Iteration 14Q: 3 clusters Score -29144.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29178.402344 Penalty: 1875.718262
	Iteration 15Q: 3 clusters Score -29178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29182.130859 Penalty: 1875.718262
	Iteration 16Q: 3 clusters Score -29182.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29225.248047 Penalty: 1875.718262
	Iteration 17F: 3 clusters Score -29225.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29567.255859 Penalty: 1875.718262
	Iteration 18Q: 3 clusters Score -29567.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29677.117188 Penalty: 1875.718262
	Iteration 19Q: 3 clusters Score -29677.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29677.117188 Penalty: 1875.718262
	Iteration 20F: 3 clusters Score -29677.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4826 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 17717 members 
Mstep: Class 7 contains 27785 members 
Mstep: Class 8 contains 83325 members 
Mstep: Class 9 contains 33084 members 
Mstep: Class 10 contains 30622 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27198 members 
Mstep: Class 13 contains 17569 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90909 members 
Mstep: Class 16 contains 32174 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 130626 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10128 members 
Mstep: Class 25 contains 132775 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 88429 members 
Mstep: Class 30 contains 4845 members 
Mstep: Class 31 contains 164 members 
Entering Unmasked Estep 
Score: -108940032.000000 Penalty: 68979.507812
Splitting cluster 5 changes total score from -108940200.000000 to -108940032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Entering Unmasked Estep 
Score: -2222141.750000 Penalty: 1589.620483
	Iteration 0F: 2 clusters Score -2222142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2209969.000000 Penalty: 3179.240967
	Iteration 0F: 3 clusters Score -2209969 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2214225.000000 Penalty: 3179.240967
	Iteration 1F: 3 clusters Score -2214225 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2214626.250000 Penalty: 3179.240967
	Iteration 2F: 3 clusters Score -2214626 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2215024.250000 Penalty: 3179.240967
	Iteration 3F: 3 clusters Score -2215024 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2215461.000000 Penalty: 3179.240967
	Iteration 4F: 3 clusters Score -2215461 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2215946.250000 Penalty: 3179.240967
	Iteration 5F: 3 clusters Score -2215946 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2216480.750000 Penalty: 3179.240967
	Iteration 6F: 3 clusters Score -2216481 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2217069.500000 Penalty: 3179.240967
	Iteration 7F: 3 clusters Score -2217070 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2217678.750000 Penalty: 3179.240967
	Iteration 8F: 3 clusters Score -2217679 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2218278.500000 Penalty: 3179.240967
	Iteration 9F: 3 clusters Score -2218278 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2218943.750000 Penalty: 3179.240967
	Iteration 10Q: 3 clusters Score -2218944 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2219505.000000 Penalty: 3179.240967
	Iteration 11Q: 3 clusters Score -2219505 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2219948.250000 Penalty: 3179.240967
	Iteration 12Q: 3 clusters Score -2219948 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2220267.500000 Penalty: 3179.240967
	Iteration 13Q: 3 clusters Score -2220268 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2220444.500000 Penalty: 3179.240967
	Iteration 14Q: 3 clusters Score -2220444 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2220574.750000 Penalty: 3179.240967
	Iteration 15Q: 3 clusters Score -2220575 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2220658.250000 Penalty: 3179.240967
	Iteration 16Q: 3 clusters Score -2220658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2220712.750000 Penalty: 3179.240967
	Iteration 17Q: 3 clusters Score -2220713 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2220748.000000 Penalty: 3179.240967
	Iteration 18Q: 3 clusters Score -2220748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2220771.500000 Penalty: 3179.240967
	Iteration 19Q: 3 clusters Score -2220772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2220780.500000 Penalty: 3179.240967
	Iteration 20F: 3 clusters Score -2220780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2220794.250000 Penalty: 3179.240967
	Iteration 21Q: 3 clusters Score -2220794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2220802.000000 Penalty: 3179.240967
	Iteration 22Q: 3 clusters Score -2220802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2220804.250000 Penalty: 3179.240967
	Iteration 23Q: 3 clusters Score -2220804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2220808.750000 Penalty: 3179.240967
	Iteration 24Q: 3 clusters Score -2220809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2220816.250000 Penalty: 3179.240967
	Iteration 25Q: 3 clusters Score -2220816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2220816.750000 Penalty: 3179.240967
	Iteration 26Q: 3 clusters Score -2220817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2220816.750000 Penalty: 3179.240967
	Iteration 27F: 3 clusters Score -2220817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Entering Unmasked Estep 
Score: -3541667.250000 Penalty: 1662.740845
	Iteration 0F: 2 clusters Score -3541667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3522867.000000 Penalty: 3325.481689
	Iteration 0F: 3 clusters Score -3522867 nChanged 12751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3530318.750000 Penalty: 3325.481689
	Iteration 1F: 3 clusters Score -3530319 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -3531119.500000 Penalty: 3325.481689
	Iteration 2F: 3 clusters Score -3531120 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -3532151.500000 Penalty: 3325.481689
	Iteration 3F: 3 clusters Score -3532152 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -3533489.750000 Penalty: 3325.481689
	Iteration 4F: 3 clusters Score -3533490 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -3535012.000000 Penalty: 3325.481689
	Iteration 5F: 3 clusters Score -3535012 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -3536456.000000 Penalty: 3325.481689
	Iteration 6F: 3 clusters Score -3536456 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3537661.250000 Penalty: 3325.481689
	Iteration 7F: 3 clusters Score -3537661 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -3538622.500000 Penalty: 3325.481689
	Iteration 8Q: 3 clusters Score -3538622 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -3539303.000000 Penalty: 3325.481689
	Iteration 9Q: 3 clusters Score -3539303 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3539705.500000 Penalty: 3325.481689
	Iteration 10Q: 3 clusters Score -3539706 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3539916.500000 Penalty: 3325.481689
	Iteration 11Q: 3 clusters Score -3539916 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -3540072.000000 Penalty: 3325.481689
	Iteration 12Q: 3 clusters Score -3540072 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -3540145.000000 Penalty: 3325.481689
	Iteration 13Q: 3 clusters Score -3540145 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3540184.250000 Penalty: 3325.481689
	Iteration 14Q: 3 clusters Score -3540184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -3540217.750000 Penalty: 3325.481689
	Iteration 15Q: 3 clusters Score -3540218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3540244.750000 Penalty: 3325.481689
	Iteration 16Q: 3 clusters Score -3540245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3540248.250000 Penalty: 3325.481689
	Iteration 17Q: 3 clusters Score -3540248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3540257.750000 Penalty: 3325.481689
	Iteration 18Q: 3 clusters Score -3540258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -3540257.000000 Penalty: 3325.481689
	Iteration 19Q: 3 clusters Score -3540257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -3540260.750000 Penalty: 3325.481689
	Iteration 20F: 3 clusters Score -3540261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3540261.250000 Penalty: 3325.481689
	Iteration 21Q: 3 clusters Score -3540261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -3540261.750000 Penalty: 3325.481689
	Iteration 22Q: 3 clusters Score -3540262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3540265.500000 Penalty: 3325.481689
	Iteration 23Q: 3 clusters Score -3540266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3540269.500000 Penalty: 3325.481689
	Iteration 24Q: 3 clusters Score -3540270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3540269.000000 Penalty: 3325.481689
	Iteration 25Q: 3 clusters Score -3540269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3540269.000000 Penalty: 3325.481689
	Iteration 26F: 3 clusters Score -3540269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (83325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83325 members 
Entering Unmasked Estep 
Score: -10674806.000000 Penalty: 1841.206787
	Iteration 0F: 2 clusters Score -1.067481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -10619629.000000 Penalty: 3682.413574
	Iteration 0F: 3 clusters Score -1.061963e+07 nChanged 39735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -10642659.000000 Penalty: 3682.413574
	Iteration 1F: 3 clusters Score -1.064266e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -10643989.000000 Penalty: 3682.413574
	Iteration 2Q: 3 clusters Score -1.064399e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -10646689.000000 Penalty: 3682.413574
	Iteration 3F: 3 clusters Score -1.064669e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -10651552.000000 Penalty: 3682.413574
	Iteration 4F: 3 clusters Score -1.065155e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -10658260.000000 Penalty: 3682.413574
	Iteration 5F: 3 clusters Score -1.065826e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74537 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -10665005.000000 Penalty: 3682.413574
	Iteration 6F: 3 clusters Score -1.0665e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -10669450.000000 Penalty: 3682.413574
	Iteration 7F: 3 clusters Score -1.066945e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -10671640.000000 Penalty: 3682.413574
	Iteration 8Q: 3 clusters Score -1.067164e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82574 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10672537.000000 Penalty: 3682.413574
	Iteration 9Q: 3 clusters Score -1.067254e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10672871.000000 Penalty: 3682.413574
	Iteration 10Q: 3 clusters Score -1.067287e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10673008.000000 Penalty: 3682.413574
	Iteration 11Q: 3 clusters Score -1.067301e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10673088.000000 Penalty: 3682.413574
	Iteration 12Q: 3 clusters Score -1.067309e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83080 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10673120.000000 Penalty: 3682.413574
	Iteration 13Q: 3 clusters Score -1.067312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83091 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10673129.000000 Penalty: 3682.413574
	Iteration 14Q: 3 clusters Score -1.067313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10673138.000000 Penalty: 3682.413574
	Iteration 15Q: 3 clusters Score -1.067314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10673140.000000 Penalty: 3682.413574
	Iteration 16Q: 3 clusters Score -1.067314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10673147.000000 Penalty: 3682.413574
	Iteration 17Q: 3 clusters Score -1.067315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10673142.000000 Penalty: 3682.413574
	Iteration 18Q: 3 clusters Score -1.067314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10673150.000000 Penalty: 3682.413574
	Iteration 19Q: 3 clusters Score -1.067315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10673151.000000 Penalty: 3682.413574
	Iteration 20F: 3 clusters Score -1.067315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (33084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Entering Unmasked Estep 
Score: -4242855.500000 Penalty: 1691.105835
	Iteration 0F: 2 clusters Score -4242856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -4220424.500000 Penalty: 3382.211670
	Iteration 0F: 3 clusters Score -4220424 nChanged 15494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -4229166.000000 Penalty: 3382.211670
	Iteration 1F: 3 clusters Score -4229166 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -4229794.500000 Penalty: 3382.211670
	Iteration 2Q: 3 clusters Score -4229794 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -4230618.500000 Penalty: 3382.211670
	Iteration 3F: 3 clusters Score -4230618 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -4231787.000000 Penalty: 3382.211670
	Iteration 4F: 3 clusters Score -4231787 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -4233458.500000 Penalty: 3382.211670
	Iteration 5F: 3 clusters Score -4233458 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -4235536.000000 Penalty: 3382.211670
	Iteration 6F: 3 clusters Score -4235536 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -4237588.000000 Penalty: 3382.211670
	Iteration 7F: 3 clusters Score -4237588 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -4239248.500000 Penalty: 3382.211670
	Iteration 8F: 3 clusters Score -4239248 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -4240470.000000 Penalty: 3382.211670
	Iteration 9Q: 3 clusters Score -4240470 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -4241245.000000 Penalty: 3382.211670
	Iteration 10Q: 3 clusters Score -4241245 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -4241611.500000 Penalty: 3382.211670
	Iteration 11Q: 3 clusters Score -4241612 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -4241799.500000 Penalty: 3382.211670
	Iteration 12Q: 3 clusters Score -4241800 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -4241934.000000 Penalty: 3382.211670
	Iteration 13Q: 3 clusters Score -4241934 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -4242008.000000 Penalty: 3382.211670
	Iteration 14Q: 3 clusters Score -4242008 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -4242068.000000 Penalty: 3382.211670
	Iteration 15Q: 3 clusters Score -4242068 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -4242118.500000 Penalty: 3382.211670
	Iteration 16Q: 3 clusters Score -4242118 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -4242171.500000 Penalty: 3382.211670
	Iteration 17Q: 3 clusters Score -4242172 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -4242200.000000 Penalty: 3382.211670
	Iteration 18Q: 3 clusters Score -4242200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -4242227.500000 Penalty: 3382.211670
	Iteration 19Q: 3 clusters Score -4242228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4242245.000000 Penalty: 3382.211670
	Iteration 20F: 3 clusters Score -4242245 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -4242264.000000 Penalty: 3382.211670
	Iteration 21Q: 3 clusters Score -4242264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -4242280.000000 Penalty: 3382.211670
	Iteration 22Q: 3 clusters Score -4242280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4242286.000000 Penalty: 3382.211670
	Iteration 23Q: 3 clusters Score -4242286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -4242302.000000 Penalty: 3382.211670
	Iteration 24Q: 3 clusters Score -4242302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -4242304.000000 Penalty: 3382.211670
	Iteration 25Q: 3 clusters Score -4242304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -4242304.000000 Penalty: 3382.211670
	Iteration 26Q: 3 clusters Score -4242304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -4242315.500000 Penalty: 3382.211670
	Iteration 27Q: 3 clusters Score -4242316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -4242321.000000 Penalty: 3382.211670
	Iteration 28Q: 3 clusters Score -4242321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -4242324.500000 Penalty: 3382.211670
	Iteration 29Q: 3 clusters Score -4242324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -4242328.500000 Penalty: 3382.211670
	Iteration 30Q: 3 clusters Score -4242328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -4242336.000000 Penalty: 3382.211670
	Iteration 31Q: 3 clusters Score -4242336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -4242340.000000 Penalty: 3382.211670
	Iteration 32Q: 3 clusters Score -4242340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -4242342.500000 Penalty: 3382.211670
	Iteration 33Q: 3 clusters Score -4242342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -4242340.000000 Penalty: 3382.211670
	Iteration 34Q: 3 clusters Score -4242340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -4242341.000000 Penalty: 3382.211670
	Iteration 35Q: 3 clusters Score -4242341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -4242336.500000 Penalty: 3382.211670
	Iteration 36Q: 3 clusters Score -4242336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -4242339.500000 Penalty: 3382.211670
	Iteration 37Q: 3 clusters Score -4242340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4242344.500000 Penalty: 3382.211670
	Iteration 38Q: 3 clusters Score -4242344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -4242346.500000 Penalty: 3382.211670
	Iteration 39Q: 3 clusters Score -4242346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -4242349.000000 Penalty: 3382.211670
	Iteration 40F: 3 clusters Score -4242349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4242348.500000 Penalty: 3382.211670
	Iteration 41Q: 3 clusters Score -4242348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -4242347.000000 Penalty: 3382.211670
	Iteration 42Q: 3 clusters Score -4242347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -4242345.000000 Penalty: 3382.211670
	Iteration 43Q: 3 clusters Score -4242345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -4242348.500000 Penalty: 3382.211670
	Iteration 44Q: 3 clusters Score -4242348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -4242348.500000 Penalty: 3382.211670
	Iteration 45F: 3 clusters Score -4242348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Entering Unmasked Estep 
Score: -3636711.500000 Penalty: 1678.539551
	Iteration 0F: 2 clusters Score -3636712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3616072.500000 Penalty: 3357.079102
	Iteration 0F: 3 clusters Score -3616072 nChanged 14160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3624359.000000 Penalty: 3357.079102
	Iteration 1F: 3 clusters Score -3624359 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3625266.250000 Penalty: 3357.079102
	Iteration 2F: 3 clusters Score -3625266 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -3626296.750000 Penalty: 3357.079102
	Iteration 3F: 3 clusters Score -3626297 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3627546.000000 Penalty: 3357.079102
	Iteration 4F: 3 clusters Score -3627546 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3628925.750000 Penalty: 3357.079102
	Iteration 5F: 3 clusters Score -3628926 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3630243.250000 Penalty: 3357.079102
	Iteration 6F: 3 clusters Score -3630243 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3631359.250000 Penalty: 3357.079102
	Iteration 7F: 3 clusters Score -3631359 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3632143.750000 Penalty: 3357.079102
	Iteration 8Q: 3 clusters Score -3632144 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -3632773.000000 Penalty: 3357.079102
	Iteration 9Q: 3 clusters Score -3632773 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -3633250.250000 Penalty: 3357.079102
	Iteration 10Q: 3 clusters Score -3633250 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3633618.250000 Penalty: 3357.079102
	Iteration 11Q: 3 clusters Score -3633618 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -3633932.250000 Penalty: 3357.079102
	Iteration 12Q: 3 clusters Score -3633932 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3634227.250000 Penalty: 3357.079102
	Iteration 13Q: 3 clusters Score -3634227 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3634506.000000 Penalty: 3357.079102
	Iteration 14Q: 3 clusters Score -3634506 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3634749.250000 Penalty: 3357.079102
	Iteration 15Q: 3 clusters Score -3634749 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3634919.750000 Penalty: 3357.079102
	Iteration 16Q: 3 clusters Score -3634920 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3635106.500000 Penalty: 3357.079102
	Iteration 17Q: 3 clusters Score -3635106 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -3635276.750000 Penalty: 3357.079102
	Iteration 18Q: 3 clusters Score -3635277 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -3635437.250000 Penalty: 3357.079102
	Iteration 19Q: 3 clusters Score -3635437 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3635543.500000 Penalty: 3357.079102
	Iteration 20F: 3 clusters Score -3635544 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -3635633.250000 Penalty: 3357.079102
	Iteration 21Q: 3 clusters Score -3635633 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -3635716.000000 Penalty: 3357.079102
	Iteration 22Q: 3 clusters Score -3635716 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3635792.250000 Penalty: 3357.079102
	Iteration 23Q: 3 clusters Score -3635792 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3635843.500000 Penalty: 3357.079102
	Iteration 24Q: 3 clusters Score -3635844 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3635881.250000 Penalty: 3357.079102
	Iteration 25Q: 3 clusters Score -3635881 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3635914.500000 Penalty: 3357.079102
	Iteration 26Q: 3 clusters Score -3635914 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3635936.250000 Penalty: 3357.079102
	Iteration 27Q: 3 clusters Score -3635936 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3635965.000000 Penalty: 3357.079102
	Iteration 28Q: 3 clusters Score -3635965 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -3636006.250000 Penalty: 3357.079102
	Iteration 29Q: 3 clusters Score -3636006 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -3636037.500000 Penalty: 3357.079102
	Iteration 30Q: 3 clusters Score -3636038 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -3636069.000000 Penalty: 3357.079102
	Iteration 31Q: 3 clusters Score -3636069 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -3636077.750000 Penalty: 3357.079102
	Iteration 32Q: 3 clusters Score -3636078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -3636084.250000 Penalty: 3357.079102
	Iteration 33Q: 3 clusters Score -3636084 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3636097.000000 Penalty: 3357.079102
	Iteration 34Q: 3 clusters Score -3636097 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3636103.250000 Penalty: 3357.079102
	Iteration 35Q: 3 clusters Score -3636103 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -3636103.500000 Penalty: 3357.079102
	Iteration 36Q: 3 clusters Score -3636104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -3636102.250000 Penalty: 3357.079102
	Iteration 37Q: 3 clusters Score -3636102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3636111.750000 Penalty: 3357.079102
	Iteration 38Q: 3 clusters Score -3636112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3636120.500000 Penalty: 3357.079102
	Iteration 39Q: 3 clusters Score -3636120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -3636126.000000 Penalty: 3357.079102
	Iteration 40F: 3 clusters Score -3636126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3636127.750000 Penalty: 3357.079102
	Iteration 41Q: 3 clusters Score -3636128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3636121.500000 Penalty: 3357.079102
	Iteration 42Q: 3 clusters Score -3636122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3636123.750000 Penalty: 3357.079102
	Iteration 43Q: 3 clusters Score -3636124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3636132.750000 Penalty: 3357.079102
	Iteration 44Q: 3 clusters Score -3636133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3636132.000000 Penalty: 3357.079102
	Iteration 45Q: 3 clusters Score -3636132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3636133.500000 Penalty: 3357.079102
	Iteration 46Q: 3 clusters Score -3636134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -3636132.750000 Penalty: 3357.079102
	Iteration 47Q: 3 clusters Score -3636133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -3636132.750000 Penalty: 3357.079102
	Iteration 48F: 3 clusters Score -3636133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Entering Unmasked Estep 
Score: -546587.875000 Penalty: 1367.391602
	Iteration 0F: 2 clusters Score -546587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -542943.437500 Penalty: 2734.783203
	Iteration 0F: 3 clusters Score -542943.4 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -543897.937500 Penalty: 2734.783203
	Iteration 1F: 3 clusters Score -543897.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -544080.000000 Penalty: 2734.783203
	Iteration 2F: 3 clusters Score -544080 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -544222.125000 Penalty: 2734.783203
	Iteration 3F: 3 clusters Score -544222.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -544351.000000 Penalty: 2734.783203
	Iteration 4Q: 3 clusters Score -544351 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -544474.812500 Penalty: 2734.783203
	Iteration 5Q: 3 clusters Score -544474.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -544587.812500 Penalty: 2734.783203
	Iteration 6Q: 3 clusters Score -544587.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -544706.625000 Penalty: 2734.783203
	Iteration 7Q: 3 clusters Score -544706.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -544831.437500 Penalty: 2734.783203
	Iteration 8Q: 3 clusters Score -544831.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -544946.250000 Penalty: 2734.783203
	Iteration 9Q: 3 clusters Score -544946.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -545063.875000 Penalty: 2734.783203
	Iteration 10Q: 3 clusters Score -545063.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -545193.500000 Penalty: 2734.783203
	Iteration 11Q: 3 clusters Score -545193.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -545337.437500 Penalty: 2734.783203
	Iteration 12Q: 3 clusters Score -545337.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -545471.000000 Penalty: 2734.783203
	Iteration 13Q: 3 clusters Score -545471 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -545554.750000 Penalty: 2734.783203
	Iteration 14Q: 3 clusters Score -545554.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -545602.000000 Penalty: 2734.783203
	Iteration 15Q: 3 clusters Score -545602 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -545638.000000 Penalty: 2734.783203
	Iteration 16Q: 3 clusters Score -545638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -545664.187500 Penalty: 2734.783203
	Iteration 17Q: 3 clusters Score -545664.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -545688.062500 Penalty: 2734.783203
	Iteration 18Q: 3 clusters Score -545688.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -545709.750000 Penalty: 2734.783203
	Iteration 19Q: 3 clusters Score -545709.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -545725.375000 Penalty: 2734.783203
	Iteration 20F: 3 clusters Score -545725.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -545738.375000 Penalty: 2734.783203
	Iteration 21Q: 3 clusters Score -545738.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -545750.437500 Penalty: 2734.783203
	Iteration 22Q: 3 clusters Score -545750.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -545760.375000 Penalty: 2734.783203
	Iteration 23Q: 3 clusters Score -545760.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -545770.500000 Penalty: 2734.783203
	Iteration 24Q: 3 clusters Score -545770.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -545776.812500 Penalty: 2734.783203
	Iteration 25Q: 3 clusters Score -545776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -545780.750000 Penalty: 2734.783203
	Iteration 26Q: 3 clusters Score -545780.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -545783.500000 Penalty: 2734.783203
	Iteration 27Q: 3 clusters Score -545783.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -545784.187500 Penalty: 2734.783203
	Iteration 28Q: 3 clusters Score -545784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -545784.937500 Penalty: 2734.783203
	Iteration 29Q: 3 clusters Score -545784.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -545786.937500 Penalty: 2734.783203
	Iteration 30Q: 3 clusters Score -545786.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -545787.625000 Penalty: 2734.783203
	Iteration 31Q: 3 clusters Score -545787.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -545790.312500 Penalty: 2734.783203
	Iteration 32Q: 3 clusters Score -545790.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -545792.437500 Penalty: 2734.783203
	Iteration 33Q: 3 clusters Score -545792.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -545793.312500 Penalty: 2734.783203
	Iteration 34Q: 3 clusters Score -545793.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -545796.250000 Penalty: 2734.783203
	Iteration 35Q: 3 clusters Score -545796.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -545798.375000 Penalty: 2734.783203
	Iteration 36Q: 3 clusters Score -545798.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -545798.812500 Penalty: 2734.783203
	Iteration 37Q: 3 clusters Score -545798.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -545801.750000 Penalty: 2734.783203
	Iteration 38Q: 3 clusters Score -545801.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -545804.437500 Penalty: 2734.783203
	Iteration 39Q: 3 clusters Score -545804.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -545810.125000 Penalty: 2734.783203
	Iteration 40F: 3 clusters Score -545810.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -545814.437500 Penalty: 2734.783203
	Iteration 41Q: 3 clusters Score -545814.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -545819.062500 Penalty: 2734.783203
	Iteration 42Q: 3 clusters Score -545819.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -545820.937500 Penalty: 2734.783203
	Iteration 43Q: 3 clusters Score -545820.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -545822.812500 Penalty: 2734.783203
	Iteration 44Q: 3 clusters Score -545822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -545823.250000 Penalty: 2734.783203
	Iteration 45Q: 3 clusters Score -545823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -545822.750000 Penalty: 2734.783203
	Iteration 46Q: 3 clusters Score -545822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -545824.562500 Penalty: 2734.783203
	Iteration 47Q: 3 clusters Score -545824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -545824.750000 Penalty: 2734.783203
	Iteration 48Q: 3 clusters Score -545824.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -545826.250000 Penalty: 2734.783203
	Iteration 49Q: 3 clusters Score -545826.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -545826.750000 Penalty: 2734.783203
	Iteration 50Q: 3 clusters Score -545826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -545827.812500 Penalty: 2734.783203
	Iteration 51Q: 3 clusters Score -545827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -545828.000000 Penalty: 2734.783203
	Iteration 52Q: 3 clusters Score -545828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -545828.000000 Penalty: 2734.783203
	Iteration 53F: 3 clusters Score -545828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Entering Unmasked Estep 
Score: -3446635.750000 Penalty: 1659.270996
	Iteration 0F: 2 clusters Score -3446636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3428349.500000 Penalty: 3318.541992
	Iteration 0F: 3 clusters Score -3428350 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3435108.500000 Penalty: 3318.541992
	Iteration 1F: 3 clusters Score -3435108 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3435504.000000 Penalty: 3318.541992
	Iteration 2Q: 3 clusters Score -3435504 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3435904.250000 Penalty: 3318.541992
	Iteration 3Q: 3 clusters Score -3435904 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3436382.750000 Penalty: 3318.541992
	Iteration 4Q: 3 clusters Score -3436383 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -3437031.250000 Penalty: 3318.541992
	Iteration 5F: 3 clusters Score -3437031 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3437940.500000 Penalty: 3318.541992
	Iteration 6F: 3 clusters Score -3437940 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3439245.250000 Penalty: 3318.541992
	Iteration 7F: 3 clusters Score -3439245 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3440836.750000 Penalty: 3318.541992
	Iteration 8F: 3 clusters Score -3440837 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3442427.500000 Penalty: 3318.541992
	Iteration 9F: 3 clusters Score -3442428 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3443653.000000 Penalty: 3318.541992
	Iteration 10Q: 3 clusters Score -3443653 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3444452.250000 Penalty: 3318.541992
	Iteration 11Q: 3 clusters Score -3444452 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3444810.250000 Penalty: 3318.541992
	Iteration 12Q: 3 clusters Score -3444810 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3444993.750000 Penalty: 3318.541992
	Iteration 13Q: 3 clusters Score -3444994 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3445087.750000 Penalty: 3318.541992
	Iteration 14Q: 3 clusters Score -3445088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3445145.250000 Penalty: 3318.541992
	Iteration 15Q: 3 clusters Score -3445145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3445195.000000 Penalty: 3318.541992
	Iteration 16Q: 3 clusters Score -3445195 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3445231.750000 Penalty: 3318.541992
	Iteration 17Q: 3 clusters Score -3445232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -3445251.500000 Penalty: 3318.541992
	Iteration 18Q: 3 clusters Score -3445252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -3445275.000000 Penalty: 3318.541992
	Iteration 19Q: 3 clusters Score -3445275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -3445288.750000 Penalty: 3318.541992
	Iteration 20F: 3 clusters Score -3445289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3445295.500000 Penalty: 3318.541992
	Iteration 21Q: 3 clusters Score -3445296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3445295.250000 Penalty: 3318.541992
	Iteration 22Q: 3 clusters Score -3445295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3445295.250000 Penalty: 3318.541992
	Iteration 23F: 3 clusters Score -3445295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Entering Unmasked Estep 
Score: -2234777.750000 Penalty: 1588.257324
	Iteration 0F: 2 clusters Score -2234778 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 8749 members 
Entering Unmasked Estep 
Score: -2222726.250000 Penalty: 3176.514648
	Iteration 0F: 3 clusters Score -2222726 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2227025.000000 Penalty: 3176.514648
	Iteration 1F: 3 clusters Score -2227025 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2227364.750000 Penalty: 3176.514648
	Iteration 2F: 3 clusters Score -2227365 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2227670.500000 Penalty: 3176.514648
	Iteration 3Q: 3 clusters Score -2227670 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2227940.500000 Penalty: 3176.514648
	Iteration 4Q: 3 clusters Score -2227940 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2228221.250000 Penalty: 3176.514648
	Iteration 5Q: 3 clusters Score -2228221 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2228529.250000 Penalty: 3176.514648
	Iteration 6Q: 3 clusters Score -2228529 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2228851.500000 Penalty: 3176.514648
	Iteration 7Q: 3 clusters Score -2228852 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2229233.250000 Penalty: 3176.514648
	Iteration 8Q: 3 clusters Score -2229233 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2229715.750000 Penalty: 3176.514648
	Iteration 9Q: 3 clusters Score -2229716 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2230312.500000 Penalty: 3176.514648
	Iteration 10Q: 3 clusters Score -2230312 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2230854.750000 Penalty: 3176.514648
	Iteration 11Q: 3 clusters Score -2230855 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2231322.500000 Penalty: 3176.514648
	Iteration 12Q: 3 clusters Score -2231322 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2231684.500000 Penalty: 3176.514648
	Iteration 13Q: 3 clusters Score -2231684 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2231920.750000 Penalty: 3176.514648
	Iteration 14Q: 3 clusters Score -2231921 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2232078.250000 Penalty: 3176.514648
	Iteration 15Q: 3 clusters Score -2232078 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2232227.000000 Penalty: 3176.514648
	Iteration 16Q: 3 clusters Score -2232227 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2232362.500000 Penalty: 3176.514648
	Iteration 17Q: 3 clusters Score -2232362 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2232484.000000 Penalty: 3176.514648
	Iteration 18Q: 3 clusters Score -2232484 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2232602.500000 Penalty: 3176.514648
	Iteration 19Q: 3 clusters Score -2232602 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2232687.750000 Penalty: 3176.514648
	Iteration 20F: 3 clusters Score -2232688 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2232749.500000 Penalty: 3176.514648
	Iteration 21Q: 3 clusters Score -2232750 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2232816.750000 Penalty: 3176.514648
	Iteration 22Q: 3 clusters Score -2232817 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2232863.750000 Penalty: 3176.514648
	Iteration 23Q: 3 clusters Score -2232864 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2232907.500000 Penalty: 3176.514648
	Iteration 24Q: 3 clusters Score -2232908 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2232947.500000 Penalty: 3176.514648
	Iteration 25Q: 3 clusters Score -2232948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2232988.250000 Penalty: 3176.514648
	Iteration 26Q: 3 clusters Score -2232988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2233020.750000 Penalty: 3176.514648
	Iteration 27Q: 3 clusters Score -2233021 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2233051.000000 Penalty: 3176.514648
	Iteration 28Q: 3 clusters Score -2233051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2233081.250000 Penalty: 3176.514648
	Iteration 29Q: 3 clusters Score -2233081 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2233093.250000 Penalty: 3176.514648
	Iteration 30Q: 3 clusters Score -2233093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2233104.500000 Penalty: 3176.514648
	Iteration 31Q: 3 clusters Score -2233104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2233122.750000 Penalty: 3176.514648
	Iteration 32Q: 3 clusters Score -2233123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2233137.000000 Penalty: 3176.514648
	Iteration 33Q: 3 clusters Score -2233137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2233151.500000 Penalty: 3176.514648
	Iteration 34Q: 3 clusters Score -2233152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2233167.000000 Penalty: 3176.514648
	Iteration 35Q: 3 clusters Score -2233167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2233180.000000 Penalty: 3176.514648
	Iteration 36Q: 3 clusters Score -2233180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2233189.000000 Penalty: 3176.514648
	Iteration 37Q: 3 clusters Score -2233189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2233205.000000 Penalty: 3176.514648
	Iteration 38Q: 3 clusters Score -2233205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2233215.750000 Penalty: 3176.514648
	Iteration 39Q: 3 clusters Score -2233216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2233231.000000 Penalty: 3176.514648
	Iteration 40F: 3 clusters Score -2233231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2233238.000000 Penalty: 3176.514648
	Iteration 41Q: 3 clusters Score -2233238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2233248.500000 Penalty: 3176.514648
	Iteration 42Q: 3 clusters Score -2233248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2233256.500000 Penalty: 3176.514648
	Iteration 43Q: 3 clusters Score -2233256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2233269.500000 Penalty: 3176.514648
	Iteration 44Q: 3 clusters Score -2233270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2233275.000000 Penalty: 3176.514648
	Iteration 45Q: 3 clusters Score -2233275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2233278.500000 Penalty: 3176.514648
	Iteration 46Q: 3 clusters Score -2233278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2233291.250000 Penalty: 3176.514648
	Iteration 47Q: 3 clusters Score -2233291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2233299.500000 Penalty: 3176.514648
	Iteration 48Q: 3 clusters Score -2233300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2233303.500000 Penalty: 3176.514648
	Iteration 49Q: 3 clusters Score -2233304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2233313.500000 Penalty: 3176.514648
	Iteration 50Q: 3 clusters Score -2233314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2233320.250000 Penalty: 3176.514648
	Iteration 51Q: 3 clusters Score -2233320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2233323.750000 Penalty: 3176.514648
	Iteration 52Q: 3 clusters Score -2233324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2233324.750000 Penalty: 3176.514648
	Iteration 53Q: 3 clusters Score -2233325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2233328.500000 Penalty: 3176.514648
	Iteration 54Q: 3 clusters Score -2233328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2233329.250000 Penalty: 3176.514648
	Iteration 55Q: 3 clusters Score -2233329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2233336.750000 Penalty: 3176.514648
	Iteration 56Q: 3 clusters Score -2233337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2233340.500000 Penalty: 3176.514648
	Iteration 57Q: 3 clusters Score -2233340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2233342.250000 Penalty: 3176.514648
	Iteration 58Q: 3 clusters Score -2233342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2233349.000000 Penalty: 3176.514648
	Iteration 59Q: 3 clusters Score -2233349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2233352.000000 Penalty: 3176.514648
	Iteration 60F: 3 clusters Score -2233352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2233359.500000 Penalty: 3176.514648
	Iteration 61Q: 3 clusters Score -2233360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2233360.500000 Penalty: 3176.514648
	Iteration 62Q: 3 clusters Score -2233360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2233364.250000 Penalty: 3176.514648
	Iteration 63Q: 3 clusters Score -2233364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2233367.750000 Penalty: 3176.514648
	Iteration 64Q: 3 clusters Score -2233368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2233370.250000 Penalty: 3176.514648
	Iteration 65Q: 3 clusters Score -2233370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2233374.750000 Penalty: 3176.514648
	Iteration 66Q: 3 clusters Score -2233375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2233374.500000 Penalty: 3176.514648
	Iteration 67Q: 3 clusters Score -2233374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2233376.250000 Penalty: 3176.514648
	Iteration 68Q: 3 clusters Score -2233376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2233377.000000 Penalty: 3176.514648
	Iteration 69Q: 3 clusters Score -2233377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2233378.000000 Penalty: 3176.514648
	Iteration 70Q: 3 clusters Score -2233378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2233377.750000 Penalty: 3176.514648
	Iteration 71Q: 3 clusters Score -2233378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2233381.000000 Penalty: 3176.514648
	Iteration 72Q: 3 clusters Score -2233381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2233383.500000 Penalty: 3176.514648
	Iteration 73Q: 3 clusters Score -2233384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2233387.500000 Penalty: 3176.514648
	Iteration 74Q: 3 clusters Score -2233388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2233394.250000 Penalty: 3176.514648
	Iteration 75Q: 3 clusters Score -2233394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2233400.750000 Penalty: 3176.514648
	Iteration 76Q: 3 clusters Score -2233401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2233410.000000 Penalty: 3176.514648
	Iteration 77Q: 3 clusters Score -2233410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2233413.500000 Penalty: 3176.514648
	Iteration 78Q: 3 clusters Score -2233414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2233418.250000 Penalty: 3176.514648
	Iteration 79Q: 3 clusters Score -2233418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2233422.750000 Penalty: 3176.514648
	Iteration 80F: 3 clusters Score -2233423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2233422.750000 Penalty: 3176.514648
	Iteration 81Q: 3 clusters Score -2233423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2233425.750000 Penalty: 3176.514648
	Iteration 82Q: 3 clusters Score -2233426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2233425.250000 Penalty: 3176.514648
	Iteration 83Q: 3 clusters Score -2233425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2233427.000000 Penalty: 3176.514648
	Iteration 84Q: 3 clusters Score -2233427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2233429.250000 Penalty: 3176.514648
	Iteration 85Q: 3 clusters Score -2233429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2233427.000000 Penalty: 3176.514648
	Iteration 86Q: 3 clusters Score -2233427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2233427.000000 Penalty: 3176.514648
	Iteration 87F: 3 clusters Score -2233427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -18049.123047 Penalty: 907.318115
	Iteration 0F: 2 clusters Score -18049.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17480.736328 Penalty: 1814.636230
	Iteration 0F: 3 clusters Score -17480.74 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17774.164062 Penalty: 1814.636230
	Iteration 1F: 3 clusters Score -17774.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17992.382812 Penalty: 1814.636230
	Iteration 2F: 3 clusters Score -17992.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18083.253906 Penalty: 1814.636230
	Iteration 3Q: 3 clusters Score -18083.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18121.025391 Penalty: 1814.636230
	Iteration 4Q: 3 clusters Score -18121.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18128.320312 Penalty: 1814.636230
	Iteration 5Q: 3 clusters Score -18128.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18128.320312 Penalty: 1814.636230
	Iteration 6F: 3 clusters Score -18128.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4826 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17717 members 
Mstep: Class 7 contains 27785 members 
Mstep: Class 8 contains 83325 members 
Mstep: Class 9 contains 33084 members 
Mstep: Class 10 contains 30622 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27198 members 
Mstep: Class 13 contains 17569 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 90909 members 
Mstep: Class 16 contains 32174 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 130626 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10128 members 
Mstep: Class 25 contains 132775 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 88429 members 
Mstep: Class 30 contains 4845 members 
Mstep: Class 31 contains 75 members 
Entering Unmasked Estep 
Score: -108938848.000000 Penalty: 68979.507812
Splitting cluster 14 changes total score from -108940200.000000 to -108938848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (90909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90909 members 
Entering Unmasked Estep 
Score: -11656484.000000 Penalty: 1855.362305
	Iteration 0F: 2 clusters Score -1.165648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -11597313.000000 Penalty: 3710.724609
	Iteration 0F: 3 clusters Score -1.159731e+07 nChanged 43503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -11623017.000000 Penalty: 3710.724609
	Iteration 1F: 3 clusters Score -1.162302e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -11624457.000000 Penalty: 3710.724609
	Iteration 2Q: 3 clusters Score -1.162446e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -11626768.000000 Penalty: 3710.724609
	Iteration 3F: 3 clusters Score -1.162677e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -11630577.000000 Penalty: 3710.724609
	Iteration 4F: 3 clusters Score -1.163058e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70609 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -11636236.000000 Penalty: 3710.724609
	Iteration 5F: 3 clusters Score -1.163624e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78299 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -11642952.000000 Penalty: 3710.724609
	Iteration 6F: 3 clusters Score -1.164295e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -11648656.000000 Penalty: 3710.724609
	Iteration 7F: 3 clusters Score -1.164866e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88232 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -11652192.000000 Penalty: 3710.724609
	Iteration 8Q: 3 clusters Score -1.165219e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11653778.000000 Penalty: 3710.724609
	Iteration 9Q: 3 clusters Score -1.165378e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90462 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11654367.000000 Penalty: 3710.724609
	Iteration 10Q: 3 clusters Score -1.165437e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90626 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -11654575.000000 Penalty: 3710.724609
	Iteration 11Q: 3 clusters Score -1.165458e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11654649.000000 Penalty: 3710.724609
	Iteration 12Q: 3 clusters Score -1.165465e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90699 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11654710.000000 Penalty: 3710.724609
	Iteration 13Q: 3 clusters Score -1.165471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11654729.000000 Penalty: 3710.724609
	Iteration 14Q: 3 clusters Score -1.165473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90714 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11654748.000000 Penalty: 3710.724609
	Iteration 15Q: 3 clusters Score -1.165475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11654762.000000 Penalty: 3710.724609
	Iteration 16Q: 3 clusters Score -1.165476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11654768.000000 Penalty: 3710.724609
	Iteration 17Q: 3 clusters Score -1.165477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11654781.000000 Penalty: 3710.724609
	Iteration 18Q: 3 clusters Score -1.165478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11654783.000000 Penalty: 3710.724609
	Iteration 19Q: 3 clusters Score -1.165478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90715 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11654779.000000 Penalty: 3710.724609
	Iteration 20F: 3 clusters Score -1.165478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11654775.000000 Penalty: 3710.724609
	Iteration 21Q: 3 clusters Score -1.165478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11654767.000000 Penalty: 3710.724609
	Iteration 22Q: 3 clusters Score -1.165477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11654765.000000 Penalty: 3710.724609
	Iteration 23Q: 3 clusters Score -1.165476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11654765.000000 Penalty: 3710.724609
	Iteration 24F: 3 clusters Score -1.165476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Entering Unmasked Estep 
Score: -4103276.500000 Penalty: 1686.573486
	Iteration 0F: 2 clusters Score -4103276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -4081562.750000 Penalty: 3373.146973
	Iteration 0F: 3 clusters Score -4081563 nChanged 14853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -4089717.750000 Penalty: 3373.146973
	Iteration 1F: 3 clusters Score -4089718 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -4090007.500000 Penalty: 3373.146973
	Iteration 2Q: 3 clusters Score -4090008 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4090292.250000 Penalty: 3373.146973
	Iteration 3Q: 3 clusters Score -4090292 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -4090630.750000 Penalty: 3373.146973
	Iteration 4Q: 3 clusters Score -4090631 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -4091099.500000 Penalty: 3373.146973
	Iteration 5Q: 3 clusters Score -4091100 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -4091823.000000 Penalty: 3373.146973
	Iteration 6Q: 3 clusters Score -4091823 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -4093017.000000 Penalty: 3373.146973
	Iteration 7F: 3 clusters Score -4093017 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -4094883.500000 Penalty: 3373.146973
	Iteration 8F: 3 clusters Score -4094884 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -4097355.000000 Penalty: 3373.146973
	Iteration 9F: 3 clusters Score -4097355 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -4099630.250000 Penalty: 3373.146973
	Iteration 10F: 3 clusters Score -4099630 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -4100876.000000 Penalty: 3373.146973
	Iteration 11Q: 3 clusters Score -4100876 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -4101440.000000 Penalty: 3373.146973
	Iteration 12Q: 3 clusters Score -4101440 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -4101639.250000 Penalty: 3373.146973
	Iteration 13Q: 3 clusters Score -4101639 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4101729.250000 Penalty: 3373.146973
	Iteration 14Q: 3 clusters Score -4101729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -4101765.500000 Penalty: 3373.146973
	Iteration 15Q: 3 clusters Score -4101766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -4101802.500000 Penalty: 3373.146973
	Iteration 16Q: 3 clusters Score -4101802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4101823.000000 Penalty: 3373.146973
	Iteration 17Q: 3 clusters Score -4101823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4101829.000000 Penalty: 3373.146973
	Iteration 18Q: 3 clusters Score -4101829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -4101829.000000 Penalty: 3373.146973
	Iteration 19Q: 3 clusters Score -4101829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -4101834.500000 Penalty: 3373.146973
	Iteration 20F: 3 clusters Score -4101834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4101835.250000 Penalty: 3373.146973
	Iteration 21Q: 3 clusters Score -4101835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4101838.500000 Penalty: 3373.146973
	Iteration 22Q: 3 clusters Score -4101838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4101837.750000 Penalty: 3373.146973
	Iteration 23Q: 3 clusters Score -4101838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4101837.500000 Penalty: 3373.146973
	Iteration 24Q: 3 clusters Score -4101838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4101836.500000 Penalty: 3373.146973
	Iteration 25Q: 3 clusters Score -4101836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4101836.500000 Penalty: 3373.146973
	Iteration 26F: 3 clusters Score -4101836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Entering Unmasked Estep 
Score: -966687.500000 Penalty: 1454.060669
	Iteration 0F: 2 clusters Score -966687.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -961023.187500 Penalty: 2908.121338
	Iteration 0F: 3 clusters Score -961023.2 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -962682.500000 Penalty: 2908.121338
	Iteration 1F: 3 clusters Score -962682.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -962880.687500 Penalty: 2908.121338
	Iteration 2F: 3 clusters Score -962880.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -963033.562500 Penalty: 2908.121338
	Iteration 3F: 3 clusters Score -963033.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -963129.812500 Penalty: 2908.121338
	Iteration 4Q: 3 clusters Score -963129.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -963213.875000 Penalty: 2908.121338
	Iteration 5Q: 3 clusters Score -963213.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -963292.625000 Penalty: 2908.121338
	Iteration 6Q: 3 clusters Score -963292.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -963372.125000 Penalty: 2908.121338
	Iteration 7Q: 3 clusters Score -963372.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -963479.250000 Penalty: 2908.121338
	Iteration 8Q: 3 clusters Score -963479.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -963628.187500 Penalty: 2908.121338
	Iteration 9Q: 3 clusters Score -963628.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -963841.937500 Penalty: 2908.121338
	Iteration 10Q: 3 clusters Score -963841.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -964117.500000 Penalty: 2908.121338
	Iteration 11F: 3 clusters Score -964117.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -964375.250000 Penalty: 2908.121338
	Iteration 12F: 3 clusters Score -964375.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -964578.125000 Penalty: 2908.121338
	Iteration 13Q: 3 clusters Score -964578.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -964732.687500 Penalty: 2908.121338
	Iteration 14Q: 3 clusters Score -964732.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -964847.937500 Penalty: 2908.121338
	Iteration 15Q: 3 clusters Score -964847.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -964939.687500 Penalty: 2908.121338
	Iteration 16Q: 3 clusters Score -964939.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -965008.312500 Penalty: 2908.121338
	Iteration 17Q: 3 clusters Score -965008.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -965047.437500 Penalty: 2908.121338
	Iteration 18Q: 3 clusters Score -965047.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -965069.687500 Penalty: 2908.121338
	Iteration 19Q: 3 clusters Score -965069.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -965087.000000 Penalty: 2908.121338
	Iteration 20F: 3 clusters Score -965087 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -965099.625000 Penalty: 2908.121338
	Iteration 21Q: 3 clusters Score -965099.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -965115.375000 Penalty: 2908.121338
	Iteration 22Q: 3 clusters Score -965115.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -965127.625000 Penalty: 2908.121338
	Iteration 23Q: 3 clusters Score -965127.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -965135.562500 Penalty: 2908.121338
	Iteration 24Q: 3 clusters Score -965135.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -965149.375000 Penalty: 2908.121338
	Iteration 25Q: 3 clusters Score -965149.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -965158.375000 Penalty: 2908.121338
	Iteration 26Q: 3 clusters Score -965158.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -965167.687500 Penalty: 2908.121338
	Iteration 27Q: 3 clusters Score -965167.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -965174.625000 Penalty: 2908.121338
	Iteration 28Q: 3 clusters Score -965174.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -965179.375000 Penalty: 2908.121338
	Iteration 29Q: 3 clusters Score -965179.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -965186.437500 Penalty: 2908.121338
	Iteration 30Q: 3 clusters Score -965186.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -965191.312500 Penalty: 2908.121338
	Iteration 31Q: 3 clusters Score -965191.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -965197.250000 Penalty: 2908.121338
	Iteration 32Q: 3 clusters Score -965197.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -965200.750000 Penalty: 2908.121338
	Iteration 33Q: 3 clusters Score -965200.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -965201.500000 Penalty: 2908.121338
	Iteration 34Q: 3 clusters Score -965201.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -965201.750000 Penalty: 2908.121338
	Iteration 35Q: 3 clusters Score -965201.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -965204.500000 Penalty: 2908.121338
	Iteration 36Q: 3 clusters Score -965204.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -965203.937500 Penalty: 2908.121338
	Iteration 37Q: 3 clusters Score -965203.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -965206.937500 Penalty: 2908.121338
	Iteration 38Q: 3 clusters Score -965206.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -965208.312500 Penalty: 2908.121338
	Iteration 39Q: 3 clusters Score -965208.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -965211.687500 Penalty: 2908.121338
	Iteration 40F: 3 clusters Score -965211.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -965214.125000 Penalty: 2908.121338
	Iteration 41Q: 3 clusters Score -965214.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -965216.375000 Penalty: 2908.121338
	Iteration 42Q: 3 clusters Score -965216.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -965217.687500 Penalty: 2908.121338
	Iteration 43Q: 3 clusters Score -965217.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -965221.062500 Penalty: 2908.121338
	Iteration 44Q: 3 clusters Score -965221.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -965226.625000 Penalty: 2908.121338
	Iteration 45Q: 3 clusters Score -965226.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -965229.125000 Penalty: 2908.121338
	Iteration 46Q: 3 clusters Score -965229.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -965232.500000 Penalty: 2908.121338
	Iteration 47Q: 3 clusters Score -965232.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -965235.437500 Penalty: 2908.121338
	Iteration 48Q: 3 clusters Score -965235.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -965236.000000 Penalty: 2908.121338
	Iteration 49Q: 3 clusters Score -965236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -965235.812500 Penalty: 2908.121338
	Iteration 50Q: 3 clusters Score -965235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -965236.250000 Penalty: 2908.121338
	Iteration 51Q: 3 clusters Score -965236.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -965236.312500 Penalty: 2908.121338
	Iteration 52Q: 3 clusters Score -965236.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -965239.250000 Penalty: 2908.121338
	Iteration 53Q: 3 clusters Score -965239.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -965240.250000 Penalty: 2908.121338
	Iteration 54Q: 3 clusters Score -965240.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -965241.125000 Penalty: 2908.121338
	Iteration 55Q: 3 clusters Score -965241.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -965241.562500 Penalty: 2908.121338
	Iteration 56Q: 3 clusters Score -965241.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -965244.937500 Penalty: 2908.121338
	Iteration 57Q: 3 clusters Score -965244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -965245.750000 Penalty: 2908.121338
	Iteration 58Q: 3 clusters Score -965245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -965245.312500 Penalty: 2908.121338
	Iteration 59Q: 3 clusters Score -965245.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -965243.937500 Penalty: 2908.121338
	Iteration 60F: 3 clusters Score -965243.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -965247.812500 Penalty: 2908.121338
	Iteration 61Q: 3 clusters Score -965247.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -965248.562500 Penalty: 2908.121338
	Iteration 62Q: 3 clusters Score -965248.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -965250.437500 Penalty: 2908.121338
	Iteration 63Q: 3 clusters Score -965250.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -965253.000000 Penalty: 2908.121338
	Iteration 64Q: 3 clusters Score -965253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -965253.687500 Penalty: 2908.121338
	Iteration 65Q: 3 clusters Score -965253.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -965257.250000 Penalty: 2908.121338
	Iteration 66Q: 3 clusters Score -965257.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -965260.312500 Penalty: 2908.121338
	Iteration 67Q: 3 clusters Score -965260.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -965260.062500 Penalty: 2908.121338
	Iteration 68Q: 3 clusters Score -965260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -965260.125000 Penalty: 2908.121338
	Iteration 69Q: 3 clusters Score -965260.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -965262.312500 Penalty: 2908.121338
	Iteration 70Q: 3 clusters Score -965262.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -965262.250000 Penalty: 2908.121338
	Iteration 71Q: 3 clusters Score -965262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -965263.000000 Penalty: 2908.121338
	Iteration 72Q: 3 clusters Score -965263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -965265.312500 Penalty: 2908.121338
	Iteration 73Q: 3 clusters Score -965265.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -965266.000000 Penalty: 2908.121338
	Iteration 74Q: 3 clusters Score -965266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -965270.250000 Penalty: 2908.121338
	Iteration 75Q: 3 clusters Score -965270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -965272.187500 Penalty: 2908.121338
	Iteration 76Q: 3 clusters Score -965272.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -965270.875000 Penalty: 2908.121338
	Iteration 77Q: 3 clusters Score -965270.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -965272.687500 Penalty: 2908.121338
	Iteration 78Q: 3 clusters Score -965272.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -965274.687500 Penalty: 2908.121338
	Iteration 79Q: 3 clusters Score -965274.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -965274.562500 Penalty: 2908.121338
	Iteration 80F: 3 clusters Score -965274.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -965274.062500 Penalty: 2908.121338
	Iteration 81Q: 3 clusters Score -965274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -965273.375000 Penalty: 2908.121338
	Iteration 82Q: 3 clusters Score -965273.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -965273.375000 Penalty: 2908.121338
	Iteration 83F: 3 clusters Score -965273.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Entering Unmasked Estep 
Score: -483978.125000 Penalty: 1342.456177
	Iteration 0F: 2 clusters Score -483978.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -480701.031250 Penalty: 2684.912354
	Iteration 0F: 3 clusters Score -480701 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -481565.843750 Penalty: 2684.912354
	Iteration 1F: 3 clusters Score -481565.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -481782.093750 Penalty: 2684.912354
	Iteration 2F: 3 clusters Score -481782.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -481921.906250 Penalty: 2684.912354
	Iteration 3F: 3 clusters Score -481921.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -482021.750000 Penalty: 2684.912354
	Iteration 4Q: 3 clusters Score -482021.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -482104.343750 Penalty: 2684.912354
	Iteration 5Q: 3 clusters Score -482104.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -482170.906250 Penalty: 2684.912354
	Iteration 6Q: 3 clusters Score -482170.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -482234.375000 Penalty: 2684.912354
	Iteration 7Q: 3 clusters Score -482234.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -482297.718750 Penalty: 2684.912354
	Iteration 8Q: 3 clusters Score -482297.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -482384.437500 Penalty: 2684.912354
	Iteration 9Q: 3 clusters Score -482384.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -482482.593750 Penalty: 2684.912354
	Iteration 10Q: 3 clusters Score -482482.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -482581.406250 Penalty: 2684.912354
	Iteration 11Q: 3 clusters Score -482581.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -482685.281250 Penalty: 2684.912354
	Iteration 12Q: 3 clusters Score -482685.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -482808.843750 Penalty: 2684.912354
	Iteration 13Q: 3 clusters Score -482808.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -482909.375000 Penalty: 2684.912354
	Iteration 14Q: 3 clusters Score -482909.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -482981.562500 Penalty: 2684.912354
	Iteration 15Q: 3 clusters Score -482981.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -483021.781250 Penalty: 2684.912354
	Iteration 16Q: 3 clusters Score -483021.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -483043.406250 Penalty: 2684.912354
	Iteration 17Q: 3 clusters Score -483043.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -483065.000000 Penalty: 2684.912354
	Iteration 18Q: 3 clusters Score -483065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -483085.312500 Penalty: 2684.912354
	Iteration 19Q: 3 clusters Score -483085.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -483105.937500 Penalty: 2684.912354
	Iteration 20F: 3 clusters Score -483105.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -483119.406250 Penalty: 2684.912354
	Iteration 21Q: 3 clusters Score -483119.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -483134.468750 Penalty: 2684.912354
	Iteration 22Q: 3 clusters Score -483134.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -483144.875000 Penalty: 2684.912354
	Iteration 23Q: 3 clusters Score -483144.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -483150.781250 Penalty: 2684.912354
	Iteration 24Q: 3 clusters Score -483150.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -483156.093750 Penalty: 2684.912354
	Iteration 25Q: 3 clusters Score -483156.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -483161.031250 Penalty: 2684.912354
	Iteration 26Q: 3 clusters Score -483161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -483161.843750 Penalty: 2684.912354
	Iteration 27Q: 3 clusters Score -483161.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -483162.437500 Penalty: 2684.912354
	Iteration 28Q: 3 clusters Score -483162.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -483164.125000 Penalty: 2684.912354
	Iteration 29Q: 3 clusters Score -483164.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -483165.125000 Penalty: 2684.912354
	Iteration 30Q: 3 clusters Score -483165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -483164.906250 Penalty: 2684.912354
	Iteration 31Q: 3 clusters Score -483164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -483166.125000 Penalty: 2684.912354
	Iteration 32Q: 3 clusters Score -483166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -483166.062500 Penalty: 2684.912354
	Iteration 33Q: 3 clusters Score -483166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -483166.437500 Penalty: 2684.912354
	Iteration 34Q: 3 clusters Score -483166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -483166.437500 Penalty: 2684.912354
	Iteration 35F: 3 clusters Score -483166.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (130626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130626 members 
Entering Unmasked Estep 
Score: -16602174.000000 Penalty: 1914.265137
	Iteration 0F: 2 clusters Score -1.660217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -16521546.000000 Penalty: 3828.530273
	Iteration 0F: 3 clusters Score -1.652155e+07 nChanged 62949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -16558862.000000 Penalty: 3828.530273
	Iteration 1F: 3 clusters Score -1.655886e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -16560639.000000 Penalty: 3828.530273
	Iteration 2Q: 3 clusters Score -1.656064e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -16563463.000000 Penalty: 3828.530273
	Iteration 3Q: 3 clusters Score -1.656346e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -16567897.000000 Penalty: 3828.530273
	Iteration 4F: 3 clusters Score -1.65679e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 93670 members 
Entering Unmasked Estep 
Score: -16574627.000000 Penalty: 3828.530273
	Iteration 5F: 3 clusters Score -1.657463e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 102873 members 
Entering Unmasked Estep 
Score: -16582407.000000 Penalty: 3828.530273
	Iteration 6F: 3 clusters Score -1.658241e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 110827 members 
Entering Unmasked Estep 
Score: -16590127.000000 Penalty: 3828.530273
	Iteration 7F: 3 clusters Score -1.659013e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 116718 members 
Entering Unmasked Estep 
Score: -16595561.000000 Penalty: 3828.530273
	Iteration 8Q: 3 clusters Score -1.659556e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 121538 members 
Entering Unmasked Estep 
Score: -16597915.000000 Penalty: 3828.530273
	Iteration 9Q: 3 clusters Score -1.659792e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 125180 members 
Entering Unmasked Estep 
Score: -16599067.000000 Penalty: 3828.530273
	Iteration 10Q: 3 clusters Score -1.659907e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 127515 members 
Entering Unmasked Estep 
Score: -16599824.000000 Penalty: 3828.530273
	Iteration 11Q: 3 clusters Score -1.659982e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 128886 members 
Entering Unmasked Estep 
Score: -16600212.000000 Penalty: 3828.530273
	Iteration 12Q: 3 clusters Score -1.660021e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 129550 members 
Entering Unmasked Estep 
Score: -16600492.000000 Penalty: 3828.530273
	Iteration 13Q: 3 clusters Score -1.660049e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 129884 members 
Entering Unmasked Estep 
Score: -16600620.000000 Penalty: 3828.530273
	Iteration 14Q: 3 clusters Score -1.660062e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 130030 members 
Entering Unmasked Estep 
Score: -16600674.000000 Penalty: 3828.530273
	Iteration 15Q: 3 clusters Score -1.660067e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 130117 members 
Entering Unmasked Estep 
Score: -16600695.000000 Penalty: 3828.530273
	Iteration 16Q: 3 clusters Score -1.66007e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 130160 members 
Entering Unmasked Estep 
Score: -16600722.000000 Penalty: 3828.530273
	Iteration 17Q: 3 clusters Score -1.660072e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 130191 members 
Entering Unmasked Estep 
Score: -16600747.000000 Penalty: 3828.530273
	Iteration 18Q: 3 clusters Score -1.660075e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 130218 members 
Entering Unmasked Estep 
Score: -16600763.000000 Penalty: 3828.530273
	Iteration 19Q: 3 clusters Score -1.660076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 130230 members 
Entering Unmasked Estep 
Score: -16600769.000000 Penalty: 3828.530273
	Iteration 20F: 3 clusters Score -1.660077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 130242 members 
Entering Unmasked Estep 
Score: -16600793.000000 Penalty: 3828.530273
	Iteration 21Q: 3 clusters Score -1.660079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 130253 members 
Entering Unmasked Estep 
Score: -16600788.000000 Penalty: 3828.530273
	Iteration 22Q: 3 clusters Score -1.660079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 130255 members 
Entering Unmasked Estep 
Score: -16600792.000000 Penalty: 3828.530273
	Iteration 23Q: 3 clusters Score -1.660079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 130252 members 
Entering Unmasked Estep 
Score: -16600793.000000 Penalty: 3828.530273
	Iteration 24Q: 3 clusters Score -1.660079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 130259 members 
Entering Unmasked Estep 
Score: -16600791.000000 Penalty: 3828.530273
	Iteration 25Q: 3 clusters Score -1.660079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 130266 members 
Entering Unmasked Estep 
Score: -16600793.000000 Penalty: 3828.530273
	Iteration 26Q: 3 clusters Score -1.660079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 130271 members 
Entering Unmasked Estep 
Score: -16600797.000000 Penalty: 3828.530273
	Iteration 27Q: 3 clusters Score -1.66008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 130276 members 
Entering Unmasked Estep 
Score: -16600800.000000 Penalty: 3828.530273
	Iteration 28Q: 3 clusters Score -1.66008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 130279 members 
Entering Unmasked Estep 
Score: -16600799.000000 Penalty: 3828.530273
	Iteration 29Q: 3 clusters Score -1.66008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 130282 members 
Entering Unmasked Estep 
Score: -16600803.000000 Penalty: 3828.530273
	Iteration 30Q: 3 clusters Score -1.66008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 130284 members 
Entering Unmasked Estep 
Score: -16600796.000000 Penalty: 3828.530273
	Iteration 31Q: 3 clusters Score -1.66008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 130284 members 
Entering Unmasked Estep 
Score: -16600800.000000 Penalty: 3828.530273
	Iteration 32Q: 3 clusters Score -1.66008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 130285 members 
Entering Unmasked Estep 
Score: -16600802.000000 Penalty: 3828.530273
	Iteration 33Q: 3 clusters Score -1.66008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 130285 members 
Entering Unmasked Estep 
Score: -16600802.000000 Penalty: 3828.530273
	Iteration 34F: 3 clusters Score -1.66008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Entering Unmasked Estep 
Score: -1557607.125000 Penalty: 1533.200928
	Iteration 0F: 2 clusters Score -1557607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1548755.000000 Penalty: 3066.401855
	Iteration 0F: 3 clusters Score -1548755 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1551697.750000 Penalty: 3066.401855
	Iteration 1F: 3 clusters Score -1551698 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1552101.125000 Penalty: 3066.401855
	Iteration 2F: 3 clusters Score -1552101 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1552488.125000 Penalty: 3066.401855
	Iteration 3F: 3 clusters Score -1552488 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1552872.750000 Penalty: 3066.401855
	Iteration 4F: 3 clusters Score -1552873 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1553340.125000 Penalty: 3066.401855
	Iteration 5F: 3 clusters Score -1553340 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1553835.250000 Penalty: 3066.401855
	Iteration 6F: 3 clusters Score -1553835 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1554309.125000 Penalty: 3066.401855
	Iteration 7F: 3 clusters Score -1554309 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1554739.500000 Penalty: 3066.401855
	Iteration 8Q: 3 clusters Score -1554740 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1555129.125000 Penalty: 3066.401855
	Iteration 9Q: 3 clusters Score -1555129 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1555459.125000 Penalty: 3066.401855
	Iteration 10Q: 3 clusters Score -1555459 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1555714.625000 Penalty: 3066.401855
	Iteration 11Q: 3 clusters Score -1555715 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1555882.000000 Penalty: 3066.401855
	Iteration 12Q: 3 clusters Score -1555882 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1555991.875000 Penalty: 3066.401855
	Iteration 13Q: 3 clusters Score -1555992 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1556061.875000 Penalty: 3066.401855
	Iteration 14Q: 3 clusters Score -1556062 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1556118.625000 Penalty: 3066.401855
	Iteration 15Q: 3 clusters Score -1556119 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1556157.625000 Penalty: 3066.401855
	Iteration 16Q: 3 clusters Score -1556158 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1556200.250000 Penalty: 3066.401855
	Iteration 17Q: 3 clusters Score -1556200 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1556240.875000 Penalty: 3066.401855
	Iteration 18Q: 3 clusters Score -1556241 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1556261.250000 Penalty: 3066.401855
	Iteration 19Q: 3 clusters Score -1556261 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1556279.500000 Penalty: 3066.401855
	Iteration 20F: 3 clusters Score -1556280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1556299.625000 Penalty: 3066.401855
	Iteration 21Q: 3 clusters Score -1556300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1556312.375000 Penalty: 3066.401855
	Iteration 22Q: 3 clusters Score -1556312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1556318.750000 Penalty: 3066.401855
	Iteration 23Q: 3 clusters Score -1556319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1556330.000000 Penalty: 3066.401855
	Iteration 24Q: 3 clusters Score -1556330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1556340.500000 Penalty: 3066.401855
	Iteration 25Q: 3 clusters Score -1556340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1556356.500000 Penalty: 3066.401855
	Iteration 26Q: 3 clusters Score -1556356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1556360.250000 Penalty: 3066.401855
	Iteration 27Q: 3 clusters Score -1556360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1556371.375000 Penalty: 3066.401855
	Iteration 28Q: 3 clusters Score -1556371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1556381.375000 Penalty: 3066.401855
	Iteration 29Q: 3 clusters Score -1556381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1556387.625000 Penalty: 3066.401855
	Iteration 30Q: 3 clusters Score -1556388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1556395.875000 Penalty: 3066.401855
	Iteration 31Q: 3 clusters Score -1556396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1556401.375000 Penalty: 3066.401855
	Iteration 32Q: 3 clusters Score -1556401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1556406.625000 Penalty: 3066.401855
	Iteration 33Q: 3 clusters Score -1556407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1556409.375000 Penalty: 3066.401855
	Iteration 34Q: 3 clusters Score -1556409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1556419.625000 Penalty: 3066.401855
	Iteration 35Q: 3 clusters Score -1556420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1556422.500000 Penalty: 3066.401855
	Iteration 36Q: 3 clusters Score -1556422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1556428.125000 Penalty: 3066.401855
	Iteration 37Q: 3 clusters Score -1556428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1556433.125000 Penalty: 3066.401855
	Iteration 38Q: 3 clusters Score -1556433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1556440.250000 Penalty: 3066.401855
	Iteration 39Q: 3 clusters Score -1556440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1556438.750000 Penalty: 3066.401855
	Iteration 40F: 3 clusters Score -1556439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1556438.125000 Penalty: 3066.401855
	Iteration 41Q: 3 clusters Score -1556438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1556445.000000 Penalty: 3066.401855
	Iteration 42Q: 3 clusters Score -1556445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1556445.625000 Penalty: 3066.401855
	Iteration 43Q: 3 clusters Score -1556446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1556447.125000 Penalty: 3066.401855
	Iteration 44Q: 3 clusters Score -1556447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1556449.125000 Penalty: 3066.401855
	Iteration 45Q: 3 clusters Score -1556449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1556451.625000 Penalty: 3066.401855
	Iteration 46Q: 3 clusters Score -1556452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1556456.375000 Penalty: 3066.401855
	Iteration 47Q: 3 clusters Score -1556456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1556455.375000 Penalty: 3066.401855
	Iteration 48Q: 3 clusters Score -1556455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1556458.375000 Penalty: 3066.401855
	Iteration 49Q: 3 clusters Score -1556458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1556457.875000 Penalty: 3066.401855
	Iteration 50Q: 3 clusters Score -1556458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1556457.250000 Penalty: 3066.401855
	Iteration 51Q: 3 clusters Score -1556457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1556456.875000 Penalty: 3066.401855
	Iteration 52Q: 3 clusters Score -1556457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1556458.125000 Penalty: 3066.401855
	Iteration 53Q: 3 clusters Score -1556458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1556457.375000 Penalty: 3066.401855
	Iteration 54Q: 3 clusters Score -1556457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1556457.375000 Penalty: 3066.401855
	Iteration 55F: 3 clusters Score -1556457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -20571.986328 Penalty: 857.693665
	Iteration 0F: 2 clusters Score -20571.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19849.701172 Penalty: 1715.387329
	Iteration 0F: 3 clusters Score -19849.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19962.853516 Penalty: 1715.387329
	Iteration 1F: 3 clusters Score -19962.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19994.185547 Penalty: 1715.387329
	Iteration 2F: 3 clusters Score -19994.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20006.505859 Penalty: 1715.387329
	Iteration 3Q: 3 clusters Score -20006.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20018.714844 Penalty: 1715.387329
	Iteration 4Q: 3 clusters Score -20018.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20042.769531 Penalty: 1715.387329
	Iteration 5Q: 3 clusters Score -20042.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20051.363281 Penalty: 1715.387329
	Iteration 6Q: 3 clusters Score -20051.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20054.003906 Penalty: 1715.387329
	Iteration 7Q: 3 clusters Score -20054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20054.003906 Penalty: 1715.387329
	Iteration 8F: 3 clusters Score -20054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -108087.156250 Penalty: 1117.895386
	Iteration 0F: 2 clusters Score -108087.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -106692.828125 Penalty: 2235.790771
	Iteration 0F: 3 clusters Score -106692.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107052.453125 Penalty: 2235.790771
	Iteration 1F: 3 clusters Score -107052.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -107221.585938 Penalty: 2235.790771
	Iteration 2F: 3 clusters Score -107221.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -107360.921875 Penalty: 2235.790771
	Iteration 3F: 3 clusters Score -107360.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -107458.867188 Penalty: 2235.790771
	Iteration 4F: 3 clusters Score -107458.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -107528.117188 Penalty: 2235.790771
	Iteration 5Q: 3 clusters Score -107528.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -107568.710938 Penalty: 2235.790771
	Iteration 6Q: 3 clusters Score -107568.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -107623.007812 Penalty: 2235.790771
	Iteration 7Q: 3 clusters Score -107623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -107668.164062 Penalty: 2235.790771
	Iteration 8Q: 3 clusters Score -107668.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -107682.820312 Penalty: 2235.790771
	Iteration 9Q: 3 clusters Score -107682.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -107690.101562 Penalty: 2235.790771
	Iteration 10Q: 3 clusters Score -107690.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -107696.554688 Penalty: 2235.790771
	Iteration 11Q: 3 clusters Score -107696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -107699.164062 Penalty: 2235.790771
	Iteration 12Q: 3 clusters Score -107699.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -107699.921875 Penalty: 2235.790771
	Iteration 13Q: 3 clusters Score -107699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107700.304688 Penalty: 2235.790771
	Iteration 14Q: 3 clusters Score -107700.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107700.304688 Penalty: 2235.790771
	Iteration 15F: 3 clusters Score -107700.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Entering Unmasked Estep 
Score: -690755.750000 Penalty: 1398.345581
	Iteration 0F: 2 clusters Score -690755.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -686484.562500 Penalty: 2796.691162
	Iteration 0F: 3 clusters Score -686484.6 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -687932.312500 Penalty: 2796.691162
	Iteration 1F: 3 clusters Score -687932.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -688276.687500 Penalty: 2796.691162
	Iteration 2F: 3 clusters Score -688276.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -688563.812500 Penalty: 2796.691162
	Iteration 3F: 3 clusters Score -688563.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -688826.687500 Penalty: 2796.691162
	Iteration 4F: 3 clusters Score -688826.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -689063.437500 Penalty: 2796.691162
	Iteration 5F: 3 clusters Score -689063.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -689237.937500 Penalty: 2796.691162
	Iteration 6Q: 3 clusters Score -689237.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -689386.000000 Penalty: 2796.691162
	Iteration 7Q: 3 clusters Score -689386 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -689495.812500 Penalty: 2796.691162
	Iteration 8Q: 3 clusters Score -689495.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -689564.125000 Penalty: 2796.691162
	Iteration 9Q: 3 clusters Score -689564.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -689610.375000 Penalty: 2796.691162
	Iteration 10Q: 3 clusters Score -689610.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -689653.687500 Penalty: 2796.691162
	Iteration 11Q: 3 clusters Score -689653.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -689686.187500 Penalty: 2796.691162
	Iteration 12Q: 3 clusters Score -689686.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -689711.750000 Penalty: 2796.691162
	Iteration 13Q: 3 clusters Score -689711.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -689734.000000 Penalty: 2796.691162
	Iteration 14Q: 3 clusters Score -689734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -689748.750000 Penalty: 2796.691162
	Iteration 15Q: 3 clusters Score -689748.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -689767.187500 Penalty: 2796.691162
	Iteration 16Q: 3 clusters Score -689767.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -689788.562500 Penalty: 2796.691162
	Iteration 17Q: 3 clusters Score -689788.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -689807.312500 Penalty: 2796.691162
	Iteration 18Q: 3 clusters Score -689807.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -689815.625000 Penalty: 2796.691162
	Iteration 19Q: 3 clusters Score -689815.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -689822.062500 Penalty: 2796.691162
	Iteration 20F: 3 clusters Score -689822.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -689827.187500 Penalty: 2796.691162
	Iteration 21Q: 3 clusters Score -689827.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -689833.562500 Penalty: 2796.691162
	Iteration 22Q: 3 clusters Score -689833.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -689839.562500 Penalty: 2796.691162
	Iteration 23Q: 3 clusters Score -689839.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -689843.125000 Penalty: 2796.691162
	Iteration 24Q: 3 clusters Score -689843.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -689848.375000 Penalty: 2796.691162
	Iteration 25Q: 3 clusters Score -689848.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -689853.250000 Penalty: 2796.691162
	Iteration 26Q: 3 clusters Score -689853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -689857.937500 Penalty: 2796.691162
	Iteration 27Q: 3 clusters Score -689857.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -689864.437500 Penalty: 2796.691162
	Iteration 28Q: 3 clusters Score -689864.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -689870.937500 Penalty: 2796.691162
	Iteration 29Q: 3 clusters Score -689870.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -689876.937500 Penalty: 2796.691162
	Iteration 30Q: 3 clusters Score -689876.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -689884.250000 Penalty: 2796.691162
	Iteration 31Q: 3 clusters Score -689884.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -689890.687500 Penalty: 2796.691162
	Iteration 32Q: 3 clusters Score -689890.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -689897.687500 Penalty: 2796.691162
	Iteration 33Q: 3 clusters Score -689897.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -689905.312500 Penalty: 2796.691162
	Iteration 34Q: 3 clusters Score -689905.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -689913.437500 Penalty: 2796.691162
	Iteration 35Q: 3 clusters Score -689913.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -689921.812500 Penalty: 2796.691162
	Iteration 36Q: 3 clusters Score -689921.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -689939.312500 Penalty: 2796.691162
	Iteration 37Q: 3 clusters Score -689939.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -689960.500000 Penalty: 2796.691162
	Iteration 38Q: 3 clusters Score -689960.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -689974.187500 Penalty: 2796.691162
	Iteration 39Q: 3 clusters Score -689974.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -689992.812500 Penalty: 2796.691162
	Iteration 40F: 3 clusters Score -689992.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -690008.312500 Penalty: 2796.691162
	Iteration 41Q: 3 clusters Score -690008.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -690020.062500 Penalty: 2796.691162
	Iteration 42Q: 3 clusters Score -690020.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -690027.625000 Penalty: 2796.691162
	Iteration 43Q: 3 clusters Score -690027.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -690032.812500 Penalty: 2796.691162
	Iteration 44Q: 3 clusters Score -690032.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -690037.875000 Penalty: 2796.691162
	Iteration 45Q: 3 clusters Score -690037.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -690046.187500 Penalty: 2796.691162
	Iteration 46Q: 3 clusters Score -690046.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -690053.375000 Penalty: 2796.691162
	Iteration 47Q: 3 clusters Score -690053.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -690067.125000 Penalty: 2796.691162
	Iteration 48Q: 3 clusters Score -690067.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -690076.750000 Penalty: 2796.691162
	Iteration 49Q: 3 clusters Score -690076.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -690085.375000 Penalty: 2796.691162
	Iteration 50Q: 3 clusters Score -690085.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -690089.812500 Penalty: 2796.691162
	Iteration 51Q: 3 clusters Score -690089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -690094.812500 Penalty: 2796.691162
	Iteration 52Q: 3 clusters Score -690094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -690096.187500 Penalty: 2796.691162
	Iteration 53Q: 3 clusters Score -690096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -690097.750000 Penalty: 2796.691162
	Iteration 54Q: 3 clusters Score -690097.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -690099.812500 Penalty: 2796.691162
	Iteration 55Q: 3 clusters Score -690099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -690101.125000 Penalty: 2796.691162
	Iteration 56Q: 3 clusters Score -690101.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -690105.125000 Penalty: 2796.691162
	Iteration 57Q: 3 clusters Score -690105.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -690112.312500 Penalty: 2796.691162
	Iteration 58Q: 3 clusters Score -690112.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -690120.437500 Penalty: 2796.691162
	Iteration 59Q: 3 clusters Score -690120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -690128.187500 Penalty: 2796.691162
	Iteration 60F: 3 clusters Score -690128.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -690131.562500 Penalty: 2796.691162
	Iteration 61Q: 3 clusters Score -690131.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -690135.125000 Penalty: 2796.691162
	Iteration 62Q: 3 clusters Score -690135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -690138.437500 Penalty: 2796.691162
	Iteration 63Q: 3 clusters Score -690138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -690140.875000 Penalty: 2796.691162
	Iteration 64Q: 3 clusters Score -690140.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -690140.875000 Penalty: 2796.691162
	Iteration 65F: 3 clusters Score -690140.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Entering Unmasked Estep 
Score: -1234571.125000 Penalty: 1498.747070
	Iteration 0F: 2 clusters Score -1234571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1227372.750000 Penalty: 2997.494141
	Iteration 0F: 3 clusters Score -1227373 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1229954.625000 Penalty: 2997.494141
	Iteration 1F: 3 clusters Score -1229955 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1230399.375000 Penalty: 2997.494141
	Iteration 2F: 3 clusters Score -1230399 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1230705.125000 Penalty: 2997.494141
	Iteration 3F: 3 clusters Score -1230705 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1230941.500000 Penalty: 2997.494141
	Iteration 4F: 3 clusters Score -1230942 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1231151.250000 Penalty: 2997.494141
	Iteration 5Q: 3 clusters Score -1231151 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1231351.750000 Penalty: 2997.494141
	Iteration 6Q: 3 clusters Score -1231352 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1231608.125000 Penalty: 2997.494141
	Iteration 7Q: 3 clusters Score -1231608 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1231897.500000 Penalty: 2997.494141
	Iteration 8Q: 3 clusters Score -1231898 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1232284.000000 Penalty: 2997.494141
	Iteration 9F: 3 clusters Score -1232284 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1232701.375000 Penalty: 2997.494141
	Iteration 10F: 3 clusters Score -1232701 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1233086.500000 Penalty: 2997.494141
	Iteration 11Q: 3 clusters Score -1233086 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1233378.625000 Penalty: 2997.494141
	Iteration 12Q: 3 clusters Score -1233379 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1233600.250000 Penalty: 2997.494141
	Iteration 13Q: 3 clusters Score -1233600 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1233726.125000 Penalty: 2997.494141
	Iteration 14Q: 3 clusters Score -1233726 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1233815.000000 Penalty: 2997.494141
	Iteration 15Q: 3 clusters Score -1233815 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1233855.000000 Penalty: 2997.494141
	Iteration 16Q: 3 clusters Score -1233855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1233883.625000 Penalty: 2997.494141
	Iteration 17Q: 3 clusters Score -1233884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1233898.375000 Penalty: 2997.494141
	Iteration 18Q: 3 clusters Score -1233898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1233902.000000 Penalty: 2997.494141
	Iteration 19Q: 3 clusters Score -1233902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1233905.750000 Penalty: 2997.494141
	Iteration 20F: 3 clusters Score -1233906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1233909.500000 Penalty: 2997.494141
	Iteration 21Q: 3 clusters Score -1233910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1233911.500000 Penalty: 2997.494141
	Iteration 22Q: 3 clusters Score -1233912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1233915.250000 Penalty: 2997.494141
	Iteration 23Q: 3 clusters Score -1233915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1233914.000000 Penalty: 2997.494141
	Iteration 24Q: 3 clusters Score -1233914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1233916.625000 Penalty: 2997.494141
	Iteration 25Q: 3 clusters Score -1233917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1233921.875000 Penalty: 2997.494141
	Iteration 26Q: 3 clusters Score -1233922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1233927.375000 Penalty: 2997.494141
	Iteration 27Q: 3 clusters Score -1233927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1233937.750000 Penalty: 2997.494141
	Iteration 28Q: 3 clusters Score -1233938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1233936.375000 Penalty: 2997.494141
	Iteration 29Q: 3 clusters Score -1233936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1233940.000000 Penalty: 2997.494141
	Iteration 30Q: 3 clusters Score -1233940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1233942.000000 Penalty: 2997.494141
	Iteration 31Q: 3 clusters Score -1233942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1233944.500000 Penalty: 2997.494141
	Iteration 32Q: 3 clusters Score -1233944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1233948.000000 Penalty: 2997.494141
	Iteration 33Q: 3 clusters Score -1233948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1233947.750000 Penalty: 2997.494141
	Iteration 34Q: 3 clusters Score -1233948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1233953.250000 Penalty: 2997.494141
	Iteration 35Q: 3 clusters Score -1233953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1233959.875000 Penalty: 2997.494141
	Iteration 36Q: 3 clusters Score -1233960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1233970.875000 Penalty: 2997.494141
	Iteration 37Q: 3 clusters Score -1233971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1233983.500000 Penalty: 2997.494141
	Iteration 38Q: 3 clusters Score -1233984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1233991.125000 Penalty: 2997.494141
	Iteration 39Q: 3 clusters Score -1233991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1233994.250000 Penalty: 2997.494141
	Iteration 40F: 3 clusters Score -1233994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1233995.250000 Penalty: 2997.494141
	Iteration 41Q: 3 clusters Score -1233995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1233995.250000 Penalty: 2997.494141
	Iteration 42F: 3 clusters Score -1233995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (132775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132775 members 
Entering Unmasked Estep 
Score: -16977234.000000 Penalty: 1916.916870
	Iteration 0F: 2 clusters Score -1.697723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 66177 members 
Entering Unmasked Estep 
Score: -16896050.000000 Penalty: 3833.833740
	Iteration 0F: 3 clusters Score -1.689605e+07 nChanged 63742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70178 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -16933274.000000 Penalty: 3833.833740
	Iteration 1F: 3 clusters Score -1.693327e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72556 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -16934618.000000 Penalty: 3833.833740
	Iteration 2Q: 3 clusters Score -1.693462e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -16936598.000000 Penalty: 3833.833740
	Iteration 3Q: 3 clusters Score -1.69366e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -16939976.000000 Penalty: 3833.833740
	Iteration 4F: 3 clusters Score -1.693998e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -16945110.000000 Penalty: 3833.833740
	Iteration 5F: 3 clusters Score -1.694511e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95578 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -16951904.000000 Penalty: 3833.833740
	Iteration 6F: 3 clusters Score -1.69519e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101543 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -16959140.000000 Penalty: 3833.833740
	Iteration 7F: 3 clusters Score -1.695914e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104934 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -16964778.000000 Penalty: 3833.833740
	Iteration 8F: 3 clusters Score -1.696478e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106214 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -16967722.000000 Penalty: 3833.833740
	Iteration 9Q: 3 clusters Score -1.696772e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106741 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -16968750.000000 Penalty: 3833.833740
	Iteration 10Q: 3 clusters Score -1.696875e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -16969272.000000 Penalty: 3833.833740
	Iteration 11Q: 3 clusters Score -1.696927e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107226 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -16969758.000000 Penalty: 3833.833740
	Iteration 12Q: 3 clusters Score -1.696976e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107425 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -16970144.000000 Penalty: 3833.833740
	Iteration 13Q: 3 clusters Score -1.697014e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107537 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -16970454.000000 Penalty: 3833.833740
	Iteration 14Q: 3 clusters Score -1.697045e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107626 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -16970686.000000 Penalty: 3833.833740
	Iteration 15Q: 3 clusters Score -1.697069e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107697 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -16970912.000000 Penalty: 3833.833740
	Iteration 16Q: 3 clusters Score -1.697091e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107697 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -16971140.000000 Penalty: 3833.833740
	Iteration 17Q: 3 clusters Score -1.697114e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107670 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -16971284.000000 Penalty: 3833.833740
	Iteration 18Q: 3 clusters Score -1.697128e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -16971400.000000 Penalty: 3833.833740
	Iteration 19Q: 3 clusters Score -1.69714e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107644 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -16971590.000000 Penalty: 3833.833740
	Iteration 20F: 3 clusters Score -1.697159e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -16971670.000000 Penalty: 3833.833740
	Iteration 21Q: 3 clusters Score -1.697167e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107547 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -16971690.000000 Penalty: 3833.833740
	Iteration 22Q: 3 clusters Score -1.697169e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107451 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -16971768.000000 Penalty: 3833.833740
	Iteration 23Q: 3 clusters Score -1.697177e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107347 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -16971750.000000 Penalty: 3833.833740
	Iteration 24Q: 3 clusters Score -1.697175e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107233 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -16971776.000000 Penalty: 3833.833740
	Iteration 25Q: 3 clusters Score -1.697178e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -16971780.000000 Penalty: 3833.833740
	Iteration 26Q: 3 clusters Score -1.697178e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106974 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -16971792.000000 Penalty: 3833.833740
	Iteration 27Q: 3 clusters Score -1.697179e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106827 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -16971794.000000 Penalty: 3833.833740
	Iteration 28Q: 3 clusters Score -1.697179e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106650 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -16971788.000000 Penalty: 3833.833740
	Iteration 29Q: 3 clusters Score -1.697179e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106460 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -16971804.000000 Penalty: 3833.833740
	Iteration 30Q: 3 clusters Score -1.69718e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106265 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -16971758.000000 Penalty: 3833.833740
	Iteration 31Q: 3 clusters Score -1.697176e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106038 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -16971696.000000 Penalty: 3833.833740
	Iteration 32Q: 3 clusters Score -1.69717e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105803 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -16971648.000000 Penalty: 3833.833740
	Iteration 33Q: 3 clusters Score -1.697165e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -16971690.000000 Penalty: 3833.833740
	Iteration 34Q: 3 clusters Score -1.697169e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105317 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -16971666.000000 Penalty: 3833.833740
	Iteration 35Q: 3 clusters Score -1.697167e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -16971598.000000 Penalty: 3833.833740
	Iteration 36Q: 3 clusters Score -1.69716e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104784 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -16971580.000000 Penalty: 3833.833740
	Iteration 37Q: 3 clusters Score -1.697158e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104520 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -16971562.000000 Penalty: 3833.833740
	Iteration 38Q: 3 clusters Score -1.697156e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104216 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -16971524.000000 Penalty: 3833.833740
	Iteration 39Q: 3 clusters Score -1.697152e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103887 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -16971450.000000 Penalty: 3833.833740
	Iteration 40F: 3 clusters Score -1.697145e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -16971430.000000 Penalty: 3833.833740
	Iteration 41Q: 3 clusters Score -1.697143e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103134 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -16971386.000000 Penalty: 3833.833740
	Iteration 42Q: 3 clusters Score -1.697139e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102694 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -16971312.000000 Penalty: 3833.833740
	Iteration 43Q: 3 clusters Score -1.697131e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -16971228.000000 Penalty: 3833.833740
	Iteration 44Q: 3 clusters Score -1.697123e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101622 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -16971114.000000 Penalty: 3833.833740
	Iteration 45Q: 3 clusters Score -1.697111e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100986 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -16971068.000000 Penalty: 3833.833740
	Iteration 46Q: 3 clusters Score -1.697107e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100319 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -16971022.000000 Penalty: 3833.833740
	Iteration 47Q: 3 clusters Score -1.697102e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99663 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -16970954.000000 Penalty: 3833.833740
	Iteration 48Q: 3 clusters Score -1.697095e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98994 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -16970922.000000 Penalty: 3833.833740
	Iteration 49Q: 3 clusters Score -1.697092e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98328 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -16970946.000000 Penalty: 3833.833740
	Iteration 50Q: 3 clusters Score -1.697095e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97700 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -16970906.000000 Penalty: 3833.833740
	Iteration 51Q: 3 clusters Score -1.697091e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97056 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -16970866.000000 Penalty: 3833.833740
	Iteration 52Q: 3 clusters Score -1.697087e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96412 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -16970856.000000 Penalty: 3833.833740
	Iteration 53Q: 3 clusters Score -1.697086e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95761 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -16970812.000000 Penalty: 3833.833740
	Iteration 54Q: 3 clusters Score -1.697081e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95083 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -16970800.000000 Penalty: 3833.833740
	Iteration 55Q: 3 clusters Score -1.69708e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94371 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -16970740.000000 Penalty: 3833.833740
	Iteration 56Q: 3 clusters Score -1.697074e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93660 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -16970650.000000 Penalty: 3833.833740
	Iteration 57Q: 3 clusters Score -1.697065e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92895 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -16970626.000000 Penalty: 3833.833740
	Iteration 58Q: 3 clusters Score -1.697063e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92105 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -16970660.000000 Penalty: 3833.833740
	Iteration 59Q: 3 clusters Score -1.697066e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91240 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -16970692.000000 Penalty: 3833.833740
	Iteration 60F: 3 clusters Score -1.697069e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90368 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -16970656.000000 Penalty: 3833.833740
	Iteration 61Q: 3 clusters Score -1.697066e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89489 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -16970648.000000 Penalty: 3833.833740
	Iteration 62Q: 3 clusters Score -1.697065e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88601 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -16970638.000000 Penalty: 3833.833740
	Iteration 63Q: 3 clusters Score -1.697064e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87709 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -16970594.000000 Penalty: 3833.833740
	Iteration 64Q: 3 clusters Score -1.697059e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86760 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -16970586.000000 Penalty: 3833.833740
	Iteration 65Q: 3 clusters Score -1.697059e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -16970504.000000 Penalty: 3833.833740
	Iteration 66Q: 3 clusters Score -1.69705e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84816 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -16970542.000000 Penalty: 3833.833740
	Iteration 67Q: 3 clusters Score -1.697054e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83859 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -16970572.000000 Penalty: 3833.833740
	Iteration 68Q: 3 clusters Score -1.697057e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82907 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -16970630.000000 Penalty: 3833.833740
	Iteration 69Q: 3 clusters Score -1.697063e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -16970518.000000 Penalty: 3833.833740
	Iteration 70Q: 3 clusters Score -1.697052e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -16970506.000000 Penalty: 3833.833740
	Iteration 71Q: 3 clusters Score -1.697051e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 52743 members 
Entering Unmasked Estep 
Score: -16970526.000000 Penalty: 3833.833740
	Iteration 72Q: 3 clusters Score -1.697053e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79025 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -16970568.000000 Penalty: 3833.833740
	Iteration 73Q: 3 clusters Score -1.697057e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -16970556.000000 Penalty: 3833.833740
	Iteration 74Q: 3 clusters Score -1.697056e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -16970610.000000 Penalty: 3833.833740
	Iteration 75Q: 3 clusters Score -1.697061e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -16970694.000000 Penalty: 3833.833740
	Iteration 76Q: 3 clusters Score -1.697069e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -16970726.000000 Penalty: 3833.833740
	Iteration 77Q: 3 clusters Score -1.697073e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -16970844.000000 Penalty: 3833.833740
	Iteration 78Q: 3 clusters Score -1.697084e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -16970888.000000 Penalty: 3833.833740
	Iteration 79Q: 3 clusters Score -1.697089e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -16970956.000000 Penalty: 3833.833740
	Iteration 80F: 3 clusters Score -1.697096e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -16971006.000000 Penalty: 3833.833740
	Iteration 81Q: 3 clusters Score -1.697101e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -16971038.000000 Penalty: 3833.833740
	Iteration 82Q: 3 clusters Score -1.697104e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -16971030.000000 Penalty: 3833.833740
	Iteration 83Q: 3 clusters Score -1.697103e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 65428 members 
Entering Unmasked Estep 
Score: -16971040.000000 Penalty: 3833.833740
	Iteration 84Q: 3 clusters Score -1.697104e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 66642 members 
Entering Unmasked Estep 
Score: -16971198.000000 Penalty: 3833.833740
	Iteration 85Q: 3 clusters Score -1.69712e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 67851 members 
Entering Unmasked Estep 
Score: -16971210.000000 Penalty: 3833.833740
	Iteration 86Q: 3 clusters Score -1.697121e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 69010 members 
Entering Unmasked Estep 
Score: -16971230.000000 Penalty: 3833.833740
	Iteration 87Q: 3 clusters Score -1.697123e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -16971330.000000 Penalty: 3833.833740
	Iteration 88Q: 3 clusters Score -1.697133e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 71217 members 
Entering Unmasked Estep 
Score: -16971410.000000 Penalty: 3833.833740
	Iteration 89Q: 3 clusters Score -1.697141e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -16971488.000000 Penalty: 3833.833740
	Iteration 90Q: 3 clusters Score -1.697149e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 73348 members 
Entering Unmasked Estep 
Score: -16971546.000000 Penalty: 3833.833740
	Iteration 91Q: 3 clusters Score -1.697155e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 74383 members 
Entering Unmasked Estep 
Score: -16971590.000000 Penalty: 3833.833740
	Iteration 92Q: 3 clusters Score -1.697159e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 75313 members 
Entering Unmasked Estep 
Score: -16971600.000000 Penalty: 3833.833740
	Iteration 93Q: 3 clusters Score -1.69716e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -16971624.000000 Penalty: 3833.833740
	Iteration 94Q: 3 clusters Score -1.697162e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 76988 members 
Entering Unmasked Estep 
Score: -16971666.000000 Penalty: 3833.833740
	Iteration 95Q: 3 clusters Score -1.697167e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -16971628.000000 Penalty: 3833.833740
	Iteration 96Q: 3 clusters Score -1.697163e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -16971606.000000 Penalty: 3833.833740
	Iteration 97Q: 3 clusters Score -1.697161e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -16971590.000000 Penalty: 3833.833740
	Iteration 98Q: 3 clusters Score -1.697159e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 79490 members 
Entering Unmasked Estep 
Score: -16971606.000000 Penalty: 3833.833740
	Iteration 99Q: 3 clusters Score -1.697161e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -16971614.000000 Penalty: 3833.833740
	Iteration 100F: 3 clusters Score -1.697161e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 80652 members 
Entering Unmasked Estep 
Score: -16971604.000000 Penalty: 3833.833740
	Iteration 101Q: 3 clusters Score -1.69716e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 81193 members 
Entering Unmasked Estep 
Score: -16971558.000000 Penalty: 3833.833740
	Iteration 102Q: 3 clusters Score -1.697156e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 81752 members 
Entering Unmasked Estep 
Score: -16971624.000000 Penalty: 3833.833740
	Iteration 103Q: 3 clusters Score -1.697162e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 82290 members 
Entering Unmasked Estep 
Score: -16971624.000000 Penalty: 3833.833740
	Iteration 104Q: 3 clusters Score -1.697162e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 82834 members 
Entering Unmasked Estep 
Score: -16971564.000000 Penalty: 3833.833740
	Iteration 105Q: 3 clusters Score -1.697156e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
Score: -16971540.000000 Penalty: 3833.833740
	Iteration 106Q: 3 clusters Score -1.697154e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 83898 members 
Entering Unmasked Estep 
Score: -16971546.000000 Penalty: 3833.833740
	Iteration 107Q: 3 clusters Score -1.697155e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 84451 members 
Entering Unmasked Estep 
Score: -16971506.000000 Penalty: 3833.833740
	Iteration 108Q: 3 clusters Score -1.697151e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 85037 members 
Entering Unmasked Estep 
Score: -16971548.000000 Penalty: 3833.833740
	Iteration 109Q: 3 clusters Score -1.697155e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -16971514.000000 Penalty: 3833.833740
	Iteration 110Q: 3 clusters Score -1.697151e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -16971504.000000 Penalty: 3833.833740
	Iteration 111Q: 3 clusters Score -1.69715e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 86757 members 
Entering Unmasked Estep 
Score: -16971496.000000 Penalty: 3833.833740
	Iteration 112Q: 3 clusters Score -1.69715e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 87319 members 
Entering Unmasked Estep 
Score: -16971474.000000 Penalty: 3833.833740
	Iteration 113Q: 3 clusters Score -1.697147e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 87881 members 
Entering Unmasked Estep 
Score: -16971484.000000 Penalty: 3833.833740
	Iteration 114Q: 3 clusters Score -1.697148e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 88441 members 
Entering Unmasked Estep 
Score: -16971504.000000 Penalty: 3833.833740
	Iteration 115Q: 3 clusters Score -1.69715e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -16971488.000000 Penalty: 3833.833740
	Iteration 116Q: 3 clusters Score -1.697149e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 89585 members 
Entering Unmasked Estep 
Score: -16971472.000000 Penalty: 3833.833740
	Iteration 117Q: 3 clusters Score -1.697147e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -16971440.000000 Penalty: 3833.833740
	Iteration 118Q: 3 clusters Score -1.697144e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
Score: -16971386.000000 Penalty: 3833.833740
	Iteration 119Q: 3 clusters Score -1.697139e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 91340 members 
Entering Unmasked Estep 
Score: -16971386.000000 Penalty: 3833.833740
	Iteration 120F: 3 clusters Score -1.697139e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 91947 members 
Entering Unmasked Estep 
Score: -16971394.000000 Penalty: 3833.833740
	Iteration 121Q: 3 clusters Score -1.697139e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 92597 members 
Entering Unmasked Estep 
Score: -16971334.000000 Penalty: 3833.833740
	Iteration 122Q: 3 clusters Score -1.697133e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 93246 members 
Entering Unmasked Estep 
Score: -16971356.000000 Penalty: 3833.833740
	Iteration 123Q: 3 clusters Score -1.697136e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 93854 members 
Entering Unmasked Estep 
Score: -16971310.000000 Penalty: 3833.833740
	Iteration 124Q: 3 clusters Score -1.697131e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 94471 members 
Entering Unmasked Estep 
Score: -16971262.000000 Penalty: 3833.833740
	Iteration 125Q: 3 clusters Score -1.697126e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 95043 members 
Entering Unmasked Estep 
Score: -16971234.000000 Penalty: 3833.833740
	Iteration 126Q: 3 clusters Score -1.697123e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 95641 members 
Entering Unmasked Estep 
Score: -16971220.000000 Penalty: 3833.833740
	Iteration 127Q: 3 clusters Score -1.697122e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 96287 members 
Entering Unmasked Estep 
Score: -16971178.000000 Penalty: 3833.833740
	Iteration 128Q: 3 clusters Score -1.697118e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 96982 members 
Entering Unmasked Estep 
Score: -16971164.000000 Penalty: 3833.833740
	Iteration 129Q: 3 clusters Score -1.697116e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 97710 members 
Entering Unmasked Estep 
Score: -16971134.000000 Penalty: 3833.833740
	Iteration 130Q: 3 clusters Score -1.697113e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 98448 members 
Entering Unmasked Estep 
Score: -16971080.000000 Penalty: 3833.833740
	Iteration 131Q: 3 clusters Score -1.697108e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 99208 members 
Entering Unmasked Estep 
Score: -16971132.000000 Penalty: 3833.833740
	Iteration 132Q: 3 clusters Score -1.697113e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 100022 members 
Entering Unmasked Estep 
Score: -16971142.000000 Penalty: 3833.833740
	Iteration 133Q: 3 clusters Score -1.697114e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 100933 members 
Entering Unmasked Estep 
Score: -16971138.000000 Penalty: 3833.833740
	Iteration 134Q: 3 clusters Score -1.697114e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 101907 members 
Entering Unmasked Estep 
Score: -16971200.000000 Penalty: 3833.833740
	Iteration 135Q: 3 clusters Score -1.69712e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 102897 members 
Entering Unmasked Estep 
Score: -16971346.000000 Penalty: 3833.833740
	Iteration 136Q: 3 clusters Score -1.697135e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 103950 members 
Entering Unmasked Estep 
Score: -16971462.000000 Penalty: 3833.833740
	Iteration 137Q: 3 clusters Score -1.697146e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 105049 members 
Entering Unmasked Estep 
Score: -16971604.000000 Penalty: 3833.833740
	Iteration 138Q: 3 clusters Score -1.69716e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 106196 members 
Entering Unmasked Estep 
Score: -16971756.000000 Penalty: 3833.833740
	Iteration 139Q: 3 clusters Score -1.697176e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 107365 members 
Entering Unmasked Estep 
Score: -16971900.000000 Penalty: 3833.833740
	Iteration 140F: 3 clusters Score -1.69719e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 108563 members 
Entering Unmasked Estep 
Score: -16972092.000000 Penalty: 3833.833740
	Iteration 141Q: 3 clusters Score -1.697209e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 109848 members 
Entering Unmasked Estep 
Score: -16972556.000000 Penalty: 3833.833740
	Iteration 142Q: 3 clusters Score -1.697256e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 111169 members 
Entering Unmasked Estep 
Score: -16973162.000000 Penalty: 3833.833740
	Iteration 143Q: 3 clusters Score -1.697316e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 112464 members 
Entering Unmasked Estep 
Score: -16973672.000000 Penalty: 3833.833740
	Iteration 144Q: 3 clusters Score -1.697367e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 113774 members 
Entering Unmasked Estep 
Score: -16974202.000000 Penalty: 3833.833740
	Iteration 145Q: 3 clusters Score -1.69742e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 115127 members 
Entering Unmasked Estep 
Score: -16974742.000000 Penalty: 3833.833740
	Iteration 146Q: 3 clusters Score -1.697474e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 116473 members 
Entering Unmasked Estep 
Score: -16975146.000000 Penalty: 3833.833740
	Iteration 147Q: 3 clusters Score -1.697515e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 117836 members 
Entering Unmasked Estep 
Score: -16975478.000000 Penalty: 3833.833740
	Iteration 148Q: 3 clusters Score -1.697548e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 119193 members 
Entering Unmasked Estep 
Score: -16975734.000000 Penalty: 3833.833740
	Iteration 149Q: 3 clusters Score -1.697573e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 120567 members 
Entering Unmasked Estep 
Score: -16976060.000000 Penalty: 3833.833740
	Iteration 150Q: 3 clusters Score -1.697606e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 121883 members 
Entering Unmasked Estep 
Score: -16976274.000000 Penalty: 3833.833740
	Iteration 151Q: 3 clusters Score -1.697627e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 123085 members 
Entering Unmasked Estep 
Score: -16976382.000000 Penalty: 3833.833740
	Iteration 152Q: 3 clusters Score -1.697638e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 124236 members 
Entering Unmasked Estep 
Score: -16976488.000000 Penalty: 3833.833740
	Iteration 153Q: 3 clusters Score -1.697649e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 125302 members 
Entering Unmasked Estep 
Score: -16976528.000000 Penalty: 3833.833740
	Iteration 154Q: 3 clusters Score -1.697653e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 126281 members 
Entering Unmasked Estep 
Score: -16976572.000000 Penalty: 3833.833740
	Iteration 155Q: 3 clusters Score -1.697657e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 127204 members 
Entering Unmasked Estep 
Score: -16976624.000000 Penalty: 3833.833740
	Iteration 156Q: 3 clusters Score -1.697662e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 127997 members 
Entering Unmasked Estep 
Score: -16976566.000000 Penalty: 3833.833740
	Iteration 157Q: 3 clusters Score -1.697657e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 128677 members 
Entering Unmasked Estep 
Score: -16976456.000000 Penalty: 3833.833740
	Iteration 158Q: 3 clusters Score -1.697646e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 129275 members 
Entering Unmasked Estep 
Score: -16976386.000000 Penalty: 3833.833740
	Iteration 159Q: 3 clusters Score -1.697639e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 129751 members 
Entering Unmasked Estep 
Score: -16976198.000000 Penalty: 3833.833740
	Iteration 160F: 3 clusters Score -1.69762e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 130151 members 
Entering Unmasked Estep 
Score: -16976144.000000 Penalty: 3833.833740
	Iteration 161Q: 3 clusters Score -1.697614e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 130479 members 
Entering Unmasked Estep 
Score: -16976122.000000 Penalty: 3833.833740
	Iteration 162Q: 3 clusters Score -1.697612e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 130740 members 
Entering Unmasked Estep 
Score: -16976120.000000 Penalty: 3833.833740
	Iteration 163Q: 3 clusters Score -1.697612e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 130937 members 
Entering Unmasked Estep 
Score: -16976132.000000 Penalty: 3833.833740
	Iteration 164Q: 3 clusters Score -1.697613e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 131084 members 
Entering Unmasked Estep 
Score: -16976088.000000 Penalty: 3833.833740
	Iteration 165Q: 3 clusters Score -1.697609e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 131190 members 
Entering Unmasked Estep 
Score: -16976074.000000 Penalty: 3833.833740
	Iteration 166Q: 3 clusters Score -1.697607e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 131284 members 
Entering Unmasked Estep 
Score: -16976098.000000 Penalty: 3833.833740
	Iteration 167Q: 3 clusters Score -1.69761e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 131361 members 
Entering Unmasked Estep 
Score: -16976074.000000 Penalty: 3833.833740
	Iteration 168Q: 3 clusters Score -1.697607e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 131415 members 
Entering Unmasked Estep 
Score: -16976084.000000 Penalty: 3833.833740
	Iteration 169Q: 3 clusters Score -1.697608e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 131470 members 
Entering Unmasked Estep 
Score: -16976084.000000 Penalty: 3833.833740
	Iteration 170Q: 3 clusters Score -1.697608e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 131522 members 
Entering Unmasked Estep 
Score: -16976102.000000 Penalty: 3833.833740
	Iteration 171Q: 3 clusters Score -1.69761e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 131560 members 
Entering Unmasked Estep 
Score: -16976098.000000 Penalty: 3833.833740
	Iteration 172Q: 3 clusters Score -1.69761e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 131586 members 
Entering Unmasked Estep 
Score: -16976084.000000 Penalty: 3833.833740
	Iteration 173Q: 3 clusters Score -1.697608e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 131599 members 
Entering Unmasked Estep 
Score: -16976096.000000 Penalty: 3833.833740
	Iteration 174Q: 3 clusters Score -1.69761e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 131615 members 
Entering Unmasked Estep 
Score: -16976098.000000 Penalty: 3833.833740
	Iteration 175Q: 3 clusters Score -1.69761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 131622 members 
Entering Unmasked Estep 
Score: -16976088.000000 Penalty: 3833.833740
	Iteration 176Q: 3 clusters Score -1.697609e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 131644 members 
Entering Unmasked Estep 
Score: -16976074.000000 Penalty: 3833.833740
	Iteration 177Q: 3 clusters Score -1.697607e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 131663 members 
Entering Unmasked Estep 
Score: -16976076.000000 Penalty: 3833.833740
	Iteration 178Q: 3 clusters Score -1.697608e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 131682 members 
Entering Unmasked Estep 
Score: -16976078.000000 Penalty: 3833.833740
	Iteration 179Q: 3 clusters Score -1.697608e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 131695 members 
Entering Unmasked Estep 
Score: -16976092.000000 Penalty: 3833.833740
	Iteration 180F: 3 clusters Score -1.697609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 131712 members 
Entering Unmasked Estep 
Score: -16976090.000000 Penalty: 3833.833740
	Iteration 181Q: 3 clusters Score -1.697609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 131722 members 
Entering Unmasked Estep 
Score: -16976086.000000 Penalty: 3833.833740
	Iteration 182Q: 3 clusters Score -1.697609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 131737 members 
Entering Unmasked Estep 
Score: -16976088.000000 Penalty: 3833.833740
	Iteration 183Q: 3 clusters Score -1.697609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 131740 members 
Entering Unmasked Estep 
Score: -16976076.000000 Penalty: 3833.833740
	Iteration 184Q: 3 clusters Score -1.697608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 131745 members 
Entering Unmasked Estep 
Score: -16976098.000000 Penalty: 3833.833740
	Iteration 185Q: 3 clusters Score -1.69761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 131748 members 
Entering Unmasked Estep 
Score: -16976094.000000 Penalty: 3833.833740
	Iteration 186Q: 3 clusters Score -1.697609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 131749 members 
Entering Unmasked Estep 
Score: -16976100.000000 Penalty: 3833.833740
	Iteration 187Q: 3 clusters Score -1.69761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 131757 members 
Entering Unmasked Estep 
Score: -16976100.000000 Penalty: 3833.833740
	Iteration 188Q: 3 clusters Score -1.69761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 131760 members 
Entering Unmasked Estep 
Score: -16976096.000000 Penalty: 3833.833740
	Iteration 189Q: 3 clusters Score -1.69761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 131767 members 
Entering Unmasked Estep 
Score: -16976096.000000 Penalty: 3833.833740
	Iteration 190Q: 3 clusters Score -1.69761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 131773 members 
Entering Unmasked Estep 
Score: -16976096.000000 Penalty: 3833.833740
	Iteration 191Q: 3 clusters Score -1.69761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 131780 members 
Entering Unmasked Estep 
Score: -16976090.000000 Penalty: 3833.833740
	Iteration 192Q: 3 clusters Score -1.697609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 131780 members 
Entering Unmasked Estep 
Score: -16976094.000000 Penalty: 3833.833740
	Iteration 193Q: 3 clusters Score -1.697609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 131777 members 
Entering Unmasked Estep 
Score: -16976106.000000 Penalty: 3833.833740
	Iteration 194Q: 3 clusters Score -1.697611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 131781 members 
Entering Unmasked Estep 
Score: -16976098.000000 Penalty: 3833.833740
	Iteration 195Q: 3 clusters Score -1.69761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 131783 members 
Entering Unmasked Estep 
Score: -16976092.000000 Penalty: 3833.833740
	Iteration 196Q: 3 clusters Score -1.697609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 131784 members 
Entering Unmasked Estep 
Score: -16976096.000000 Penalty: 3833.833740
	Iteration 197Q: 3 clusters Score -1.69761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 131783 members 
Entering Unmasked Estep 
Score: -16976096.000000 Penalty: 3833.833740
	Iteration 198Q: 3 clusters Score -1.69761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 131785 members 
Entering Unmasked Estep 
Score: -16976106.000000 Penalty: 3833.833740
	Iteration 199Q: 3 clusters Score -1.697611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 131786 members 
Entering Unmasked Estep 
Score: -16976110.000000 Penalty: 3833.833740
	Iteration 200F: 3 clusters Score -1.697611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 131788 members 
Entering Unmasked Estep 
Score: -16976108.000000 Penalty: 3833.833740
	Iteration 201Q: 3 clusters Score -1.697611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 131789 members 
Entering Unmasked Estep 
Score: -16976108.000000 Penalty: 3833.833740
	Iteration 202Q: 3 clusters Score -1.697611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 131790 members 
Entering Unmasked Estep 
Score: -16976106.000000 Penalty: 3833.833740
	Iteration 203Q: 3 clusters Score -1.697611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 131791 members 
Entering Unmasked Estep 
Score: -16976108.000000 Penalty: 3833.833740
	Iteration 204Q: 3 clusters Score -1.697611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 131792 members 
Entering Unmasked Estep 
Score: -16976106.000000 Penalty: 3833.833740
	Iteration 205Q: 3 clusters Score -1.697611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 131793 members 
Entering Unmasked Estep 
Score: -16976098.000000 Penalty: 3833.833740
	Iteration 206Q: 3 clusters Score -1.69761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 131795 members 
Entering Unmasked Estep 
Score: -16976092.000000 Penalty: 3833.833740
	Iteration 207Q: 3 clusters Score -1.697609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 131795 members 
Entering Unmasked Estep 
Score: -16976092.000000 Penalty: 3833.833740
	Iteration 208F: 3 clusters Score -1.697609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Entering Unmasked Estep 
Score: -546461.000000 Penalty: 1382.410767
	Iteration 0F: 2 clusters Score -546461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -542534.750000 Penalty: 2764.821533
	Iteration 0F: 3 clusters Score -542534.8 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -543943.937500 Penalty: 2764.821533
	Iteration 1F: 3 clusters Score -543943.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -544377.500000 Penalty: 2764.821533
	Iteration 2F: 3 clusters Score -544377.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -544690.437500 Penalty: 2764.821533
	Iteration 3F: 3 clusters Score -544690.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -544905.812500 Penalty: 2764.821533
	Iteration 4F: 3 clusters Score -544905.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -545070.062500 Penalty: 2764.821533
	Iteration 5Q: 3 clusters Score -545070.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -545263.750000 Penalty: 2764.821533
	Iteration 6Q: 3 clusters Score -545263.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -545534.562500 Penalty: 2764.821533
	Iteration 7Q: 3 clusters Score -545534.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -545916.812500 Penalty: 2764.821533
	Iteration 8Q: 3 clusters Score -545916.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -546298.062500 Penalty: 2764.821533
	Iteration 9Q: 3 clusters Score -546298.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -546564.250000 Penalty: 2764.821533
	Iteration 10Q: 3 clusters Score -546564.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -546670.062500 Penalty: 2764.821533
	Iteration 11Q: 3 clusters Score -546670.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -546739.625000 Penalty: 2764.821533
	Iteration 12Q: 3 clusters Score -546739.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -546795.312500 Penalty: 2764.821533
	Iteration 13Q: 3 clusters Score -546795.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -546849.187500 Penalty: 2764.821533
	Iteration 14Q: 3 clusters Score -546849.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -546892.812500 Penalty: 2764.821533
	Iteration 15Q: 3 clusters Score -546892.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -546911.062500 Penalty: 2764.821533
	Iteration 16Q: 3 clusters Score -546911.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -546928.562500 Penalty: 2764.821533
	Iteration 17Q: 3 clusters Score -546928.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -546936.187500 Penalty: 2764.821533
	Iteration 18Q: 3 clusters Score -546936.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -546943.437500 Penalty: 2764.821533
	Iteration 19Q: 3 clusters Score -546943.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -546960.875000 Penalty: 2764.821533
	Iteration 20F: 3 clusters Score -546960.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -546976.750000 Penalty: 2764.821533
	Iteration 21Q: 3 clusters Score -546976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -546983.500000 Penalty: 2764.821533
	Iteration 22Q: 3 clusters Score -546983.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -546987.125000 Penalty: 2764.821533
	Iteration 23Q: 3 clusters Score -546987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -546989.437500 Penalty: 2764.821533
	Iteration 24Q: 3 clusters Score -546989.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -546993.125000 Penalty: 2764.821533
	Iteration 25Q: 3 clusters Score -546993.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -546996.750000 Penalty: 2764.821533
	Iteration 26Q: 3 clusters Score -546996.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -546999.562500 Penalty: 2764.821533
	Iteration 27Q: 3 clusters Score -546999.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -547003.125000 Penalty: 2764.821533
	Iteration 28Q: 3 clusters Score -547003.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -547007.937500 Penalty: 2764.821533
	Iteration 29Q: 3 clusters Score -547007.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -547011.312500 Penalty: 2764.821533
	Iteration 30Q: 3 clusters Score -547011.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -547012.750000 Penalty: 2764.821533
	Iteration 31Q: 3 clusters Score -547012.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -547015.000000 Penalty: 2764.821533
	Iteration 32Q: 3 clusters Score -547015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -547015.500000 Penalty: 2764.821533
	Iteration 33Q: 3 clusters Score -547015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -547014.625000 Penalty: 2764.821533
	Iteration 34Q: 3 clusters Score -547014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -547015.312500 Penalty: 2764.821533
	Iteration 35Q: 3 clusters Score -547015.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -547016.812500 Penalty: 2764.821533
	Iteration 36Q: 3 clusters Score -547016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -547016.812500 Penalty: 2764.821533
	Iteration 37F: 3 clusters Score -547016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4826 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17717 members 
Mstep: Class 7 contains 27785 members 
Mstep: Class 8 contains 83325 members 
Mstep: Class 9 contains 33084 members 
Mstep: Class 10 contains 30622 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27198 members 
Mstep: Class 13 contains 17569 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90909 members 
Mstep: Class 16 contains 32174 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 130626 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10128 members 
Mstep: Class 25 contains 132775 members 
Mstep: Class 26 contains 2318 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 88429 members 
Mstep: Class 30 contains 4845 members 
Mstep: Class 31 contains 2632 members 
Entering Unmasked Estep 
Score: -108939928.000000 Penalty: 68979.507812
Splitting cluster 26 changes total score from -108940200.000000 to -108939928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (7320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Entering Unmasked Estep 
Score: -913378.375000 Penalty: 1445.984497
	Iteration 0F: 2 clusters Score -913378.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -907909.312500 Penalty: 2891.968994
	Iteration 0F: 3 clusters Score -907909.3 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -909543.125000 Penalty: 2891.968994
	Iteration 1F: 3 clusters Score -909543.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -909777.687500 Penalty: 2891.968994
	Iteration 2F: 3 clusters Score -909777.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -909983.812500 Penalty: 2891.968994
	Iteration 3F: 3 clusters Score -909983.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -910175.125000 Penalty: 2891.968994
	Iteration 4Q: 3 clusters Score -910175.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -910346.375000 Penalty: 2891.968994
	Iteration 5Q: 3 clusters Score -910346.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -910535.062500 Penalty: 2891.968994
	Iteration 6Q: 3 clusters Score -910535.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -910782.250000 Penalty: 2891.968994
	Iteration 7F: 3 clusters Score -910782.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -911091.687500 Penalty: 2891.968994
	Iteration 8F: 3 clusters Score -911091.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -911475.562500 Penalty: 2891.968994
	Iteration 9F: 3 clusters Score -911475.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -911836.625000 Penalty: 2891.968994
	Iteration 10F: 3 clusters Score -911836.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -912137.000000 Penalty: 2891.968994
	Iteration 11Q: 3 clusters Score -912137 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -912345.875000 Penalty: 2891.968994
	Iteration 12Q: 3 clusters Score -912345.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -912461.625000 Penalty: 2891.968994
	Iteration 13Q: 3 clusters Score -912461.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -912512.125000 Penalty: 2891.968994
	Iteration 14Q: 3 clusters Score -912512.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -912548.375000 Penalty: 2891.968994
	Iteration 15Q: 3 clusters Score -912548.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -912568.437500 Penalty: 2891.968994
	Iteration 16Q: 3 clusters Score -912568.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -912580.625000 Penalty: 2891.968994
	Iteration 17Q: 3 clusters Score -912580.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -912593.062500 Penalty: 2891.968994
	Iteration 18Q: 3 clusters Score -912593.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -912597.000000 Penalty: 2891.968994
	Iteration 19Q: 3 clusters Score -912597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -912604.062500 Penalty: 2891.968994
	Iteration 20F: 3 clusters Score -912604.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -912609.000000 Penalty: 2891.968994
	Iteration 21Q: 3 clusters Score -912609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -912612.312500 Penalty: 2891.968994
	Iteration 22Q: 3 clusters Score -912612.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -912618.437500 Penalty: 2891.968994
	Iteration 23Q: 3 clusters Score -912618.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -912623.375000 Penalty: 2891.968994
	Iteration 24Q: 3 clusters Score -912623.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -912634.000000 Penalty: 2891.968994
	Iteration 25Q: 3 clusters Score -912634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -912646.187500 Penalty: 2891.968994
	Iteration 26Q: 3 clusters Score -912646.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -912654.875000 Penalty: 2891.968994
	Iteration 27Q: 3 clusters Score -912654.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -912663.375000 Penalty: 2891.968994
	Iteration 28Q: 3 clusters Score -912663.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -912672.625000 Penalty: 2891.968994
	Iteration 29Q: 3 clusters Score -912672.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -912677.687500 Penalty: 2891.968994
	Iteration 30Q: 3 clusters Score -912677.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -912684.875000 Penalty: 2891.968994
	Iteration 31Q: 3 clusters Score -912684.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -912686.750000 Penalty: 2891.968994
	Iteration 32Q: 3 clusters Score -912686.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -912691.312500 Penalty: 2891.968994
	Iteration 33Q: 3 clusters Score -912691.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -912695.187500 Penalty: 2891.968994
	Iteration 34Q: 3 clusters Score -912695.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -912699.500000 Penalty: 2891.968994
	Iteration 35Q: 3 clusters Score -912699.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -912703.687500 Penalty: 2891.968994
	Iteration 36Q: 3 clusters Score -912703.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -912708.062500 Penalty: 2891.968994
	Iteration 37Q: 3 clusters Score -912708.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -912708.250000 Penalty: 2891.968994
	Iteration 38Q: 3 clusters Score -912708.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -912712.062500 Penalty: 2891.968994
	Iteration 39Q: 3 clusters Score -912712.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -912714.375000 Penalty: 2891.968994
	Iteration 40F: 3 clusters Score -912714.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -912718.750000 Penalty: 2891.968994
	Iteration 41Q: 3 clusters Score -912718.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -912719.125000 Penalty: 2891.968994
	Iteration 42Q: 3 clusters Score -912719.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -912722.437500 Penalty: 2891.968994
	Iteration 43Q: 3 clusters Score -912722.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -912724.687500 Penalty: 2891.968994
	Iteration 44Q: 3 clusters Score -912724.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -912727.562500 Penalty: 2891.968994
	Iteration 45Q: 3 clusters Score -912727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -912727.812500 Penalty: 2891.968994
	Iteration 46Q: 3 clusters Score -912727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -912728.937500 Penalty: 2891.968994
	Iteration 47Q: 3 clusters Score -912728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -912730.000000 Penalty: 2891.968994
	Iteration 48Q: 3 clusters Score -912730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -912730.500000 Penalty: 2891.968994
	Iteration 49Q: 3 clusters Score -912730.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -912732.375000 Penalty: 2891.968994
	Iteration 50Q: 3 clusters Score -912732.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -912730.500000 Penalty: 2891.968994
	Iteration 51Q: 3 clusters Score -912730.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -912732.562500 Penalty: 2891.968994
	Iteration 52Q: 3 clusters Score -912732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -912735.750000 Penalty: 2891.968994
	Iteration 53Q: 3 clusters Score -912735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -912734.625000 Penalty: 2891.968994
	Iteration 54Q: 3 clusters Score -912734.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -912735.937500 Penalty: 2891.968994
	Iteration 55Q: 3 clusters Score -912735.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -912737.750000 Penalty: 2891.968994
	Iteration 56Q: 3 clusters Score -912737.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -912739.125000 Penalty: 2891.968994
	Iteration 57Q: 3 clusters Score -912739.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -912741.500000 Penalty: 2891.968994
	Iteration 58Q: 3 clusters Score -912741.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -912743.125000 Penalty: 2891.968994
	Iteration 59Q: 3 clusters Score -912743.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -912743.250000 Penalty: 2891.968994
	Iteration 60F: 3 clusters Score -912743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -912743.500000 Penalty: 2891.968994
	Iteration 61Q: 3 clusters Score -912743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -912742.062500 Penalty: 2891.968994
	Iteration 62Q: 3 clusters Score -912742.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -912741.875000 Penalty: 2891.968994
	Iteration 63Q: 3 clusters Score -912741.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -912742.875000 Penalty: 2891.968994
	Iteration 64Q: 3 clusters Score -912742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -912744.062500 Penalty: 2891.968994
	Iteration 65Q: 3 clusters Score -912744.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -912744.625000 Penalty: 2891.968994
	Iteration 66Q: 3 clusters Score -912744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -912746.375000 Penalty: 2891.968994
	Iteration 67Q: 3 clusters Score -912746.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -912746.375000 Penalty: 2891.968994
	Iteration 68F: 3 clusters Score -912746.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Entering Unmasked Estep 
Score: -917981.500000 Penalty: 1445.049316
	Iteration 0F: 2 clusters Score -917981.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -912633.750000 Penalty: 2890.098633
	Iteration 0F: 3 clusters Score -912633.8 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -914306.250000 Penalty: 2890.098633
	Iteration 1F: 3 clusters Score -914306.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -914684.562500 Penalty: 2890.098633
	Iteration 2F: 3 clusters Score -914684.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -915046.437500 Penalty: 2890.098633
	Iteration 3F: 3 clusters Score -915046.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -915418.062500 Penalty: 2890.098633
	Iteration 4F: 3 clusters Score -915418.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -915801.687500 Penalty: 2890.098633
	Iteration 5F: 3 clusters Score -915801.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -916099.375000 Penalty: 2890.098633
	Iteration 6F: 3 clusters Score -916099.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -916274.562500 Penalty: 2890.098633
	Iteration 7Q: 3 clusters Score -916274.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -916402.937500 Penalty: 2890.098633
	Iteration 8Q: 3 clusters Score -916402.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -916505.812500 Penalty: 2890.098633
	Iteration 9Q: 3 clusters Score -916505.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -916567.875000 Penalty: 2890.098633
	Iteration 10Q: 3 clusters Score -916567.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -916620.875000 Penalty: 2890.098633
	Iteration 11Q: 3 clusters Score -916620.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -916658.375000 Penalty: 2890.098633
	Iteration 12Q: 3 clusters Score -916658.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -916685.500000 Penalty: 2890.098633
	Iteration 13Q: 3 clusters Score -916685.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -916709.250000 Penalty: 2890.098633
	Iteration 14Q: 3 clusters Score -916709.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -916727.500000 Penalty: 2890.098633
	Iteration 15Q: 3 clusters Score -916727.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -916752.937500 Penalty: 2890.098633
	Iteration 16Q: 3 clusters Score -916752.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -916768.375000 Penalty: 2890.098633
	Iteration 17Q: 3 clusters Score -916768.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -916780.312500 Penalty: 2890.098633
	Iteration 18Q: 3 clusters Score -916780.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -916788.687500 Penalty: 2890.098633
	Iteration 19Q: 3 clusters Score -916788.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -916797.500000 Penalty: 2890.098633
	Iteration 20F: 3 clusters Score -916797.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -916805.312500 Penalty: 2890.098633
	Iteration 21Q: 3 clusters Score -916805.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -916809.000000 Penalty: 2890.098633
	Iteration 22Q: 3 clusters Score -916809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -916813.125000 Penalty: 2890.098633
	Iteration 23Q: 3 clusters Score -916813.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -916814.500000 Penalty: 2890.098633
	Iteration 24Q: 3 clusters Score -916814.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -916818.562500 Penalty: 2890.098633
	Iteration 25Q: 3 clusters Score -916818.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -916821.937500 Penalty: 2890.098633
	Iteration 26Q: 3 clusters Score -916821.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -916824.500000 Penalty: 2890.098633
	Iteration 27Q: 3 clusters Score -916824.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -916825.312500 Penalty: 2890.098633
	Iteration 28Q: 3 clusters Score -916825.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -916828.312500 Penalty: 2890.098633
	Iteration 29Q: 3 clusters Score -916828.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -916831.562500 Penalty: 2890.098633
	Iteration 30Q: 3 clusters Score -916831.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -916833.750000 Penalty: 2890.098633
	Iteration 31Q: 3 clusters Score -916833.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -916835.125000 Penalty: 2890.098633
	Iteration 32Q: 3 clusters Score -916835.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -916836.500000 Penalty: 2890.098633
	Iteration 33Q: 3 clusters Score -916836.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -916837.375000 Penalty: 2890.098633
	Iteration 34Q: 3 clusters Score -916837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -916837.375000 Penalty: 2890.098633
	Iteration 35Q: 3 clusters Score -916837.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -916837.375000 Penalty: 2890.098633
	Iteration 36F: 3 clusters Score -916837.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (88429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88429 members 
Entering Unmasked Estep 
Score: -10482222.000000 Penalty: 1850.867798
	Iteration 0F: 2 clusters Score -1.048222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -10422763.000000 Penalty: 3701.735596
	Iteration 0F: 3 clusters Score -1.042276e+07 nChanged 42344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -10448067.000000 Penalty: 3701.735596
	Iteration 1F: 3 clusters Score -1.044807e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -10449468.000000 Penalty: 3701.735596
	Iteration 2Q: 3 clusters Score -1.044947e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -10451223.000000 Penalty: 3701.735596
	Iteration 3Q: 3 clusters Score -1.045122e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -10453491.000000 Penalty: 3701.735596
	Iteration 4F: 3 clusters Score -1.045349e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -10456328.000000 Penalty: 3701.735596
	Iteration 5F: 3 clusters Score -1.045633e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -10459167.000000 Penalty: 3701.735596
	Iteration 6F: 3 clusters Score -1.045917e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -10462205.000000 Penalty: 3701.735596
	Iteration 7F: 3 clusters Score -1.04622e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -10465026.000000 Penalty: 3701.735596
	Iteration 8F: 3 clusters Score -1.046503e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -10467250.000000 Penalty: 3701.735596
	Iteration 9Q: 3 clusters Score -1.046725e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -10468903.000000 Penalty: 3701.735596
	Iteration 10Q: 3 clusters Score -1.04689e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -10469897.000000 Penalty: 3701.735596
	Iteration 11Q: 3 clusters Score -1.04699e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -10470595.000000 Penalty: 3701.735596
	Iteration 12Q: 3 clusters Score -1.04706e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -10471224.000000 Penalty: 3701.735596
	Iteration 13Q: 3 clusters Score -1.047122e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 60754 members 
Entering Unmasked Estep 
Score: -10471834.000000 Penalty: 3701.735596
	Iteration 14Q: 3 clusters Score -1.047183e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -10472427.000000 Penalty: 3701.735596
	Iteration 15Q: 3 clusters Score -1.047243e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -10473077.000000 Penalty: 3701.735596
	Iteration 16Q: 3 clusters Score -1.047308e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -10473733.000000 Penalty: 3701.735596
	Iteration 17Q: 3 clusters Score -1.047373e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -10474471.000000 Penalty: 3701.735596
	Iteration 18Q: 3 clusters Score -1.047447e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -10475051.000000 Penalty: 3701.735596
	Iteration 19Q: 3 clusters Score -1.047505e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -10475576.000000 Penalty: 3701.735596
	Iteration 20F: 3 clusters Score -1.047558e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 70375 members 
Entering Unmasked Estep 
Score: -10476083.000000 Penalty: 3701.735596
	Iteration 21Q: 3 clusters Score -1.047608e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 71597 members 
Entering Unmasked Estep 
Score: -10476614.000000 Penalty: 3701.735596
	Iteration 22Q: 3 clusters Score -1.047661e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -10477020.000000 Penalty: 3701.735596
	Iteration 23Q: 3 clusters Score -1.047702e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -10477358.000000 Penalty: 3701.735596
	Iteration 24Q: 3 clusters Score -1.047736e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 74980 members 
Entering Unmasked Estep 
Score: -10477735.000000 Penalty: 3701.735596
	Iteration 25Q: 3 clusters Score -1.047774e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 76002 members 
Entering Unmasked Estep 
Score: -10478134.000000 Penalty: 3701.735596
	Iteration 26Q: 3 clusters Score -1.047813e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 77001 members 
Entering Unmasked Estep 
Score: -10478477.000000 Penalty: 3701.735596
	Iteration 27Q: 3 clusters Score -1.047848e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -10478841.000000 Penalty: 3701.735596
	Iteration 28Q: 3 clusters Score -1.047884e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 78928 members 
Entering Unmasked Estep 
Score: -10479137.000000 Penalty: 3701.735596
	Iteration 29Q: 3 clusters Score -1.047914e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -10479492.000000 Penalty: 3701.735596
	Iteration 30Q: 3 clusters Score -1.047949e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -10479772.000000 Penalty: 3701.735596
	Iteration 31Q: 3 clusters Score -1.047977e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 81316 members 
Entering Unmasked Estep 
Score: -10480034.000000 Penalty: 3701.735596
	Iteration 32Q: 3 clusters Score -1.048003e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -10480281.000000 Penalty: 3701.735596
	Iteration 33Q: 3 clusters Score -1.048028e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -10480519.000000 Penalty: 3701.735596
	Iteration 34Q: 3 clusters Score -1.048052e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 83053 members 
Entering Unmasked Estep 
Score: -10480740.000000 Penalty: 3701.735596
	Iteration 35Q: 3 clusters Score -1.048074e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 83505 members 
Entering Unmasked Estep 
Score: -10480901.000000 Penalty: 3701.735596
	Iteration 36Q: 3 clusters Score -1.04809e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 83868 members 
Entering Unmasked Estep 
Score: -10480963.000000 Penalty: 3701.735596
	Iteration 37Q: 3 clusters Score -1.048096e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -10481093.000000 Penalty: 3701.735596
	Iteration 38Q: 3 clusters Score -1.048109e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 84413 members 
Entering Unmasked Estep 
Score: -10481152.000000 Penalty: 3701.735596
	Iteration 39Q: 3 clusters Score -1.048115e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 84630 members 
Entering Unmasked Estep 
Score: -10481247.000000 Penalty: 3701.735596
	Iteration 40F: 3 clusters Score -1.048125e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 84805 members 
Entering Unmasked Estep 
Score: -10481305.000000 Penalty: 3701.735596
	Iteration 41Q: 3 clusters Score -1.04813e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 84965 members 
Entering Unmasked Estep 
Score: -10481324.000000 Penalty: 3701.735596
	Iteration 42Q: 3 clusters Score -1.048132e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -10481376.000000 Penalty: 3701.735596
	Iteration 43Q: 3 clusters Score -1.048138e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -10481377.000000 Penalty: 3701.735596
	Iteration 44Q: 3 clusters Score -1.048138e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 85300 members 
Entering Unmasked Estep 
Score: -10481390.000000 Penalty: 3701.735596
	Iteration 45Q: 3 clusters Score -1.048139e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 85370 members 
Entering Unmasked Estep 
Score: -10481403.000000 Penalty: 3701.735596
	Iteration 46Q: 3 clusters Score -1.04814e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 85437 members 
Entering Unmasked Estep 
Score: -10481410.000000 Penalty: 3701.735596
	Iteration 47Q: 3 clusters Score -1.048141e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 85478 members 
Entering Unmasked Estep 
Score: -10481428.000000 Penalty: 3701.735596
	Iteration 48Q: 3 clusters Score -1.048143e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 85508 members 
Entering Unmasked Estep 
Score: -10481444.000000 Penalty: 3701.735596
	Iteration 49Q: 3 clusters Score -1.048144e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 85524 members 
Entering Unmasked Estep 
Score: -10481447.000000 Penalty: 3701.735596
	Iteration 50Q: 3 clusters Score -1.048145e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -10481438.000000 Penalty: 3701.735596
	Iteration 51Q: 3 clusters Score -1.048144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 85541 members 
Entering Unmasked Estep 
Score: -10481448.000000 Penalty: 3701.735596
	Iteration 52Q: 3 clusters Score -1.048145e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 85547 members 
Entering Unmasked Estep 
Score: -10481452.000000 Penalty: 3701.735596
	Iteration 53Q: 3 clusters Score -1.048145e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 85563 members 
Entering Unmasked Estep 
Score: -10481450.000000 Penalty: 3701.735596
	Iteration 54Q: 3 clusters Score -1.048145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 85576 members 
Entering Unmasked Estep 
Score: -10481443.000000 Penalty: 3701.735596
	Iteration 55Q: 3 clusters Score -1.048144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 85586 members 
Entering Unmasked Estep 
Score: -10481448.000000 Penalty: 3701.735596
	Iteration 56Q: 3 clusters Score -1.048145e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -10481446.000000 Penalty: 3701.735596
	Iteration 57Q: 3 clusters Score -1.048145e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 85615 members 
Entering Unmasked Estep 
Score: -10481454.000000 Penalty: 3701.735596
	Iteration 58Q: 3 clusters Score -1.048145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 85624 members 
Entering Unmasked Estep 
Score: -10481458.000000 Penalty: 3701.735596
	Iteration 59Q: 3 clusters Score -1.048146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 85630 members 
Entering Unmasked Estep 
Score: -10481471.000000 Penalty: 3701.735596
	Iteration 60F: 3 clusters Score -1.048147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 85641 members 
Entering Unmasked Estep 
Score: -10481471.000000 Penalty: 3701.735596
	Iteration 61Q: 3 clusters Score -1.048147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 85648 members 
Entering Unmasked Estep 
Score: -10481462.000000 Penalty: 3701.735596
	Iteration 62Q: 3 clusters Score -1.048146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -10481461.000000 Penalty: 3701.735596
	Iteration 63Q: 3 clusters Score -1.048146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -10481470.000000 Penalty: 3701.735596
	Iteration 64Q: 3 clusters Score -1.048147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 85666 members 
Entering Unmasked Estep 
Score: -10481468.000000 Penalty: 3701.735596
	Iteration 65Q: 3 clusters Score -1.048147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -10481471.000000 Penalty: 3701.735596
	Iteration 66Q: 3 clusters Score -1.048147e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 85697 members 
Entering Unmasked Estep 
Score: -10481478.000000 Penalty: 3701.735596
	Iteration 67Q: 3 clusters Score -1.048148e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 85712 members 
Entering Unmasked Estep 
Score: -10481475.000000 Penalty: 3701.735596
	Iteration 68Q: 3 clusters Score -1.048148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 85731 members 
Entering Unmasked Estep 
Score: -10481481.000000 Penalty: 3701.735596
	Iteration 69Q: 3 clusters Score -1.048148e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 85753 members 
Entering Unmasked Estep 
Score: -10481506.000000 Penalty: 3701.735596
	Iteration 70Q: 3 clusters Score -1.048151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 85758 members 
Entering Unmasked Estep 
Score: -10481509.000000 Penalty: 3701.735596
	Iteration 71Q: 3 clusters Score -1.048151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 85771 members 
Entering Unmasked Estep 
Score: -10481505.000000 Penalty: 3701.735596
	Iteration 72Q: 3 clusters Score -1.04815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 85786 members 
Entering Unmasked Estep 
Score: -10481502.000000 Penalty: 3701.735596
	Iteration 73Q: 3 clusters Score -1.04815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 85799 members 
Entering Unmasked Estep 
Score: -10481526.000000 Penalty: 3701.735596
	Iteration 74Q: 3 clusters Score -1.048153e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 85813 members 
Entering Unmasked Estep 
Score: -10481536.000000 Penalty: 3701.735596
	Iteration 75Q: 3 clusters Score -1.048154e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 85830 members 
Entering Unmasked Estep 
Score: -10481541.000000 Penalty: 3701.735596
	Iteration 76Q: 3 clusters Score -1.048154e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
Score: -10481549.000000 Penalty: 3701.735596
	Iteration 77Q: 3 clusters Score -1.048155e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -10481547.000000 Penalty: 3701.735596
	Iteration 78Q: 3 clusters Score -1.048155e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
Score: -10481568.000000 Penalty: 3701.735596
	Iteration 79Q: 3 clusters Score -1.048157e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 85899 members 
Entering Unmasked Estep 
Score: -10481575.000000 Penalty: 3701.735596
	Iteration 80F: 3 clusters Score -1.048158e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 85910 members 
Entering Unmasked Estep 
Score: -10481567.000000 Penalty: 3701.735596
	Iteration 81Q: 3 clusters Score -1.048157e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 85920 members 
Entering Unmasked Estep 
Score: -10481566.000000 Penalty: 3701.735596
	Iteration 82Q: 3 clusters Score -1.048157e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -10481575.000000 Penalty: 3701.735596
	Iteration 83Q: 3 clusters Score -1.048158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 85926 members 
Entering Unmasked Estep 
Score: -10481581.000000 Penalty: 3701.735596
	Iteration 84Q: 3 clusters Score -1.048158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 85928 members 
Entering Unmasked Estep 
Score: -10481587.000000 Penalty: 3701.735596
	Iteration 85Q: 3 clusters Score -1.048159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 85928 members 
Entering Unmasked Estep 
Score: -10481591.000000 Penalty: 3701.735596
	Iteration 86Q: 3 clusters Score -1.048159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 85928 members 
Entering Unmasked Estep 
Score: -10481592.000000 Penalty: 3701.735596
	Iteration 87Q: 3 clusters Score -1.048159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 85927 members 
Entering Unmasked Estep 
Score: -10481584.000000 Penalty: 3701.735596
	Iteration 88Q: 3 clusters Score -1.048158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 85925 members 
Entering Unmasked Estep 
Score: -10481585.000000 Penalty: 3701.735596
	Iteration 89Q: 3 clusters Score -1.048158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 85925 members 
Entering Unmasked Estep 
Score: -10481585.000000 Penalty: 3701.735596
	Iteration 90F: 3 clusters Score -1.048158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Entering Unmasked Estep 
Score: -540005.187500 Penalty: 1378.926636
	Iteration 0F: 2 clusters Score -540005.2 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 2433 members 
Entering Unmasked Estep 
Score: -536132.750000 Penalty: 2757.853271
	Iteration 0F: 3 clusters Score -536132.8 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -537427.750000 Penalty: 2757.853271
	Iteration 1F: 3 clusters Score -537427.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -537860.312500 Penalty: 2757.853271
	Iteration 2F: 3 clusters Score -537860.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -538215.625000 Penalty: 2757.853271
	Iteration 3F: 3 clusters Score -538215.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -538529.875000 Penalty: 2757.853271
	Iteration 4F: 3 clusters Score -538529.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -538778.375000 Penalty: 2757.853271
	Iteration 5F: 3 clusters Score -538778.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -538957.375000 Penalty: 2757.853271
	Iteration 6Q: 3 clusters Score -538957.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -539078.375000 Penalty: 2757.853271
	Iteration 7Q: 3 clusters Score -539078.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -539154.875000 Penalty: 2757.853271
	Iteration 8Q: 3 clusters Score -539154.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -539192.062500 Penalty: 2757.853271
	Iteration 9Q: 3 clusters Score -539192.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -539223.937500 Penalty: 2757.853271
	Iteration 10Q: 3 clusters Score -539223.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -539250.125000 Penalty: 2757.853271
	Iteration 11Q: 3 clusters Score -539250.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -539261.000000 Penalty: 2757.853271
	Iteration 12Q: 3 clusters Score -539261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -539268.437500 Penalty: 2757.853271
	Iteration 13Q: 3 clusters Score -539268.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -539273.312500 Penalty: 2757.853271
	Iteration 14Q: 3 clusters Score -539273.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -539276.812500 Penalty: 2757.853271
	Iteration 15Q: 3 clusters Score -539276.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -539278.687500 Penalty: 2757.853271
	Iteration 16Q: 3 clusters Score -539278.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -539281.750000 Penalty: 2757.853271
	Iteration 17Q: 3 clusters Score -539281.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -539283.375000 Penalty: 2757.853271
	Iteration 18Q: 3 clusters Score -539283.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -539284.750000 Penalty: 2757.853271
	Iteration 19Q: 3 clusters Score -539284.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -539285.812500 Penalty: 2757.853271
	Iteration 20F: 3 clusters Score -539285.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -539286.187500 Penalty: 2757.853271
	Iteration 21Q: 3 clusters Score -539286.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -539286.000000 Penalty: 2757.853271
	Iteration 22Q: 3 clusters Score -539286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -539286.000000 Penalty: 2757.853271
	Iteration 23F: 3 clusters Score -539286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4826 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17717 members 
Mstep: Class 7 contains 27785 members 
Mstep: Class 8 contains 83325 members 
Mstep: Class 9 contains 33084 members 
Mstep: Class 10 contains 30622 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27198 members 
Mstep: Class 13 contains 17569 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90909 members 
Mstep: Class 16 contains 32174 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 130626 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10128 members 
Mstep: Class 25 contains 132775 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 88429 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940128.000000 Penalty: 66754.359375
Iteration 199Q: 31 clusters Score -1.089401e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4826 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17725 members 
Mstep: Class 7 contains 27783 members 
Mstep: Class 8 contains 83327 members 
Mstep: Class 9 contains 33082 members 
Mstep: Class 10 contains 30620 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27190 members 
Mstep: Class 13 contains 17567 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 90909 members 
Mstep: Class 16 contains 32174 members 
Mstep: Class 17 contains 7692 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 130627 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5459 members 
Mstep: Class 24 contains 10124 members 
Mstep: Class 25 contains 132776 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 88440 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940144.000000 Penalty: 66754.359375
Iteration 200F: 31 clusters Score -1.089401e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4827 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17733 members 
Mstep: Class 7 contains 27780 members 
Mstep: Class 8 contains 83327 members 
Mstep: Class 9 contains 33082 members 
Mstep: Class 10 contains 30620 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27183 members 
Mstep: Class 13 contains 17567 members 
Mstep: Class 14 contains 272 members 
Mstep: Class 15 contains 90911 members 
Mstep: Class 16 contains 32171 members 
Mstep: Class 17 contains 7692 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 130627 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5459 members 
Mstep: Class 24 contains 10119 members 
Mstep: Class 25 contains 132778 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7279 members 
Mstep: Class 29 contains 88445 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940360.000000 Penalty: 66754.359375
Iteration 201Q: 31 clusters Score -1.089404e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4826 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17735 members 
Mstep: Class 7 contains 27779 members 
Mstep: Class 8 contains 83327 members 
Mstep: Class 9 contains 33082 members 
Mstep: Class 10 contains 30617 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27179 members 
Mstep: Class 13 contains 17569 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90914 members 
Mstep: Class 16 contains 32173 members 
Mstep: Class 17 contains 7692 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 130626 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 5459 members 
Mstep: Class 24 contains 10119 members 
Mstep: Class 25 contains 132774 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 88451 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940432.000000 Penalty: 66754.359375
Iteration 202Q: 31 clusters Score -1.089404e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17736 members 
Mstep: Class 7 contains 27776 members 
Mstep: Class 8 contains 83328 members 
Mstep: Class 9 contains 33082 members 
Mstep: Class 10 contains 30617 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27174 members 
Mstep: Class 13 contains 17569 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90915 members 
Mstep: Class 16 contains 32174 members 
Mstep: Class 17 contains 7692 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 130625 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10120 members 
Mstep: Class 25 contains 132774 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88457 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940448.000000 Penalty: 66754.359375
Iteration 203Q: 31 clusters Score -1.089404e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17735 members 
Mstep: Class 7 contains 27776 members 
Mstep: Class 8 contains 83328 members 
Mstep: Class 9 contains 33081 members 
Mstep: Class 10 contains 30616 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27174 members 
Mstep: Class 13 contains 17569 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90920 members 
Mstep: Class 16 contains 32177 members 
Mstep: Class 17 contains 7692 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 130623 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10118 members 
Mstep: Class 25 contains 132773 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88458 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940480.000000 Penalty: 66754.359375
Iteration 204Q: 31 clusters Score -1.089405e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17735 members 
Mstep: Class 7 contains 27777 members 
Mstep: Class 8 contains 83329 members 
Mstep: Class 9 contains 33080 members 
Mstep: Class 10 contains 30614 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27174 members 
Mstep: Class 13 contains 17571 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90920 members 
Mstep: Class 16 contains 32176 members 
Mstep: Class 17 contains 7691 members 
Mstep: Class 18 contains 3870 members 
Mstep: Class 19 contains 130623 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10118 members 
Mstep: Class 25 contains 132773 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88458 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940480.000000 Penalty: 66754.359375
Iteration 205Q: 31 clusters Score -1.089405e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17735 members 
Mstep: Class 7 contains 27780 members 
Mstep: Class 8 contains 83330 members 
Mstep: Class 9 contains 33077 members 
Mstep: Class 10 contains 30613 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27174 members 
Mstep: Class 13 contains 17572 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90920 members 
Mstep: Class 16 contains 32175 members 
Mstep: Class 17 contains 7690 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10118 members 
Mstep: Class 25 contains 132772 members 
Mstep: Class 26 contains 4950 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88461 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940496.000000 Penalty: 66754.359375
Iteration 206Q: 31 clusters Score -1.089405e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17735 members 
Mstep: Class 7 contains 27785 members 
Mstep: Class 8 contains 83330 members 
Mstep: Class 9 contains 33076 members 
Mstep: Class 10 contains 30611 members 
Mstep: Class 11 contains 4512 members 
Mstep: Class 12 contains 27173 members 
Mstep: Class 13 contains 17574 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90919 members 
Mstep: Class 16 contains 32173 members 
Mstep: Class 17 contains 7690 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 130625 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10118 members 
Mstep: Class 25 contains 132771 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88465 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940576.000000 Penalty: 66754.359375
Iteration 207Q: 31 clusters Score -1.089406e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17735 members 
Mstep: Class 7 contains 27786 members 
Mstep: Class 8 contains 83330 members 
Mstep: Class 9 contains 33076 members 
Mstep: Class 10 contains 30608 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27175 members 
Mstep: Class 13 contains 17574 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90920 members 
Mstep: Class 16 contains 32172 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 130625 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10118 members 
Mstep: Class 25 contains 132771 members 
Mstep: Class 26 contains 4949 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88468 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940600.000000 Penalty: 66754.359375
Iteration 208Q: 31 clusters Score -1.089406e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4829 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17735 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83332 members 
Mstep: Class 9 contains 33076 members 
Mstep: Class 10 contains 30606 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27175 members 
Mstep: Class 13 contains 17575 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90920 members 
Mstep: Class 16 contains 32170 members 
Mstep: Class 17 contains 7685 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12521 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10118 members 
Mstep: Class 25 contains 132769 members 
Mstep: Class 26 contains 4947 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88475 members 
Mstep: Class 30 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940616.000000 Penalty: 66754.359375
Iteration 209Q: 31 clusters Score -1.089406e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85921 members 
Mstep: Class 2 contains 10064 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4833 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17732 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83334 members 
Mstep: Class 9 contains 33076 members 
Mstep: Class 10 contains 30602 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27175 members 
Mstep: Class 13 contains 17576 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90918 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12523 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10118 members 
Mstep: Class 25 contains 132770 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88478 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940544.000000 Penalty: 66754.359375
Iteration 210Q: 31 clusters Score -1.089405e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85921 members 
Mstep: Class 2 contains 10065 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4832 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17729 members 
Mstep: Class 7 contains 27790 members 
Mstep: Class 8 contains 83337 members 
Mstep: Class 9 contains 33076 members 
Mstep: Class 10 contains 30597 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27174 members 
Mstep: Class 13 contains 17576 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90917 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7685 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 130623 members 
Mstep: Class 20 contains 12523 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10118 members 
Mstep: Class 25 contains 132771 members 
Mstep: Class 26 contains 4944 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88484 members 
Mstep: Class 30 contains 4846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940624.000000 Penalty: 66754.359375
Iteration 211Q: 31 clusters Score -1.089406e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85918 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4831 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33076 members 
Mstep: Class 10 contains 30596 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27172 members 
Mstep: Class 13 contains 17577 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90918 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 130625 members 
Mstep: Class 20 contains 12527 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10118 members 
Mstep: Class 25 contains 132772 members 
Mstep: Class 26 contains 4943 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88486 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940616.000000 Penalty: 66754.359375
Iteration 212Q: 31 clusters Score -1.089406e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85911 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4832 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83336 members 
Mstep: Class 9 contains 33076 members 
Mstep: Class 10 contains 30596 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27172 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90920 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12532 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10118 members 
Mstep: Class 25 contains 132772 members 
Mstep: Class 26 contains 4943 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88486 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940616.000000 Penalty: 66754.359375
Iteration 213Q: 31 clusters Score -1.089406e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85907 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83336 members 
Mstep: Class 9 contains 33076 members 
Mstep: Class 10 contains 30596 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27172 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90921 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 130625 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10118 members 
Mstep: Class 25 contains 132771 members 
Mstep: Class 26 contains 4943 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88483 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940664.000000 Penalty: 66754.359375
Iteration 214Q: 31 clusters Score -1.089407e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83336 members 
Mstep: Class 9 contains 33076 members 
Mstep: Class 10 contains 30595 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27172 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90923 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 130626 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 132772 members 
Mstep: Class 26 contains 4943 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88482 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940616.000000 Penalty: 66754.359375
Iteration 215Q: 31 clusters Score -1.089406e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83336 members 
Mstep: Class 9 contains 33075 members 
Mstep: Class 10 contains 30595 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27172 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90925 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 130626 members 
Mstep: Class 20 contains 12543 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10116 members 
Mstep: Class 25 contains 132771 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88480 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940576.000000 Penalty: 66754.359375
Iteration 216Q: 31 clusters Score -1.089406e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30595 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27172 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90927 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 130625 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10116 members 
Mstep: Class 25 contains 132769 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88481 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940504.000000 Penalty: 66754.359375
Iteration 217Q: 31 clusters Score -1.089405e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83339 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30594 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27172 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90930 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 130623 members 
Mstep: Class 20 contains 12544 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10116 members 
Mstep: Class 25 contains 132767 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88483 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940544.000000 Penalty: 66754.359375
Iteration 218Q: 31 clusters Score -1.089405e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83339 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30594 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90933 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12546 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10116 members 
Mstep: Class 25 contains 132764 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88481 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940520.000000 Penalty: 66754.359375
Iteration 219Q: 31 clusters Score -1.089405e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 85906 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83339 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30594 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 90937 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132762 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88478 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940680.000000 Penalty: 66754.359375
Iteration 220F: 31 clusters Score -1.089407e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83339 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30594 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 279 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12548 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88478 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941000.000000 Penalty: 66754.359375
Iteration 221Q: 31 clusters Score -1.08941e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83339 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30594 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 90937 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 130623 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132762 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88478 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941032.000000 Penalty: 66754.359375
Iteration 222Q: 31 clusters Score -1.08941e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27790 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30594 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 282 members 
Mstep: Class 15 contains 90938 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 130623 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88478 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941080.000000 Penalty: 66754.359375
Iteration 223Q: 31 clusters Score -1.089411e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27791 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30594 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 282 members 
Mstep: Class 15 contains 90938 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 130623 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88478 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941072.000000 Penalty: 66754.359375
Iteration 224Q: 31 clusters Score -1.089411e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30594 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 282 members 
Mstep: Class 15 contains 90939 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130623 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132758 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88478 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941096.000000 Penalty: 66754.359375
Iteration 225Q: 31 clusters Score -1.089411e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30594 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 282 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130623 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132756 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88478 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941112.000000 Penalty: 66754.359375
Iteration 226Q: 31 clusters Score -1.089411e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30594 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 282 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132758 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88477 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941112.000000 Penalty: 66754.359375
Iteration 227Q: 31 clusters Score -1.089411e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30594 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 282 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88476 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941112.000000 Penalty: 66754.359375
Iteration 228Q: 31 clusters Score -1.089411e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30594 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 282 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88476 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941208.000000 Penalty: 66754.359375
Iteration 229F: 31 clusters Score -1.089412e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30594 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88476 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941232.000000 Penalty: 66754.359375
Iteration 230Q: 31 clusters Score -1.089412e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30594 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 289 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88476 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941256.000000 Penalty: 66754.359375
Iteration 231Q: 31 clusters Score -1.089413e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30594 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 290 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88476 members 
Mstep: Class 30 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941312.000000 Penalty: 66754.359375
Iteration 232Q: 31 clusters Score -1.089413e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30593 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 291 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4942 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88476 members 
Mstep: Class 30 contains 4846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941288.000000 Penalty: 66754.359375
Iteration 233Q: 31 clusters Score -1.089413e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4833 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30591 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 291 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32168 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88478 members 
Mstep: Class 30 contains 4847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941264.000000 Penalty: 66754.359375
Iteration 234Q: 31 clusters Score -1.089413e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4827 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17728 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30594 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 291 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32168 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4940 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88481 members 
Mstep: Class 30 contains 4847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941248.000000 Penalty: 66754.359375
Iteration 235Q: 31 clusters Score -1.089412e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17730 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30593 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27170 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 291 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32168 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88480 members 
Mstep: Class 30 contains 4847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941272.000000 Penalty: 66754.359375
Iteration 236Q: 31 clusters Score -1.089413e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17732 members 
Mstep: Class 7 contains 27792 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30592 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27168 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 291 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32168 members 
Mstep: Class 17 contains 7687 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88481 members 
Mstep: Class 30 contains 4848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941328.000000 Penalty: 66754.359375
Iteration 237Q: 31 clusters Score -1.089413e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4826 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27791 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30591 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 291 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32168 members 
Mstep: Class 17 contains 7686 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12550 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88482 members 
Mstep: Class 30 contains 4847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941336.000000 Penalty: 66754.359375
Iteration 238Q: 31 clusters Score -1.089413e+08 nChanged 12
Entering ConstructFrom: 
Score: -108941336.000000 Penalty: 66754.359375
Entering ConstructFrom: 
Trying to split cluster 1 (85902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Entering Unmasked Estep 
Score: -10939231.000000 Penalty: 1846.156250
	Iteration 0F: 2 clusters Score -1.093923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -10882895.000000 Penalty: 3692.312500
	Iteration 0F: 3 clusters Score -1.08829e+07 nChanged 40818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -10906300.000000 Penalty: 3692.312500
	Iteration 1F: 3 clusters Score -1.09063e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -10907121.000000 Penalty: 3692.312500
	Iteration 2Q: 3 clusters Score -1.090712e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -10907961.000000 Penalty: 3692.312500
	Iteration 3Q: 3 clusters Score -1.090796e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -10909233.000000 Penalty: 3692.312500
	Iteration 4Q: 3 clusters Score -1.090923e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -10911000.000000 Penalty: 3692.312500
	Iteration 5Q: 3 clusters Score -1.0911e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52102 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -10913889.000000 Penalty: 3692.312500
	Iteration 6F: 3 clusters Score -1.091389e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -10918084.000000 Penalty: 3692.312500
	Iteration 7F: 3 clusters Score -1.091808e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -10922744.000000 Penalty: 3692.312500
	Iteration 8F: 3 clusters Score -1.092274e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -10926063.000000 Penalty: 3692.312500
	Iteration 9F: 3 clusters Score -1.092606e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60523 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -10927680.000000 Penalty: 3692.312500
	Iteration 10Q: 3 clusters Score -1.092768e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -10928356.000000 Penalty: 3692.312500
	Iteration 11Q: 3 clusters Score -1.092836e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -10928720.000000 Penalty: 3692.312500
	Iteration 12Q: 3 clusters Score -1.092872e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -10929065.000000 Penalty: 3692.312500
	Iteration 13Q: 3 clusters Score -1.092906e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -10929529.000000 Penalty: 3692.312500
	Iteration 14Q: 3 clusters Score -1.092953e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -10929878.000000 Penalty: 3692.312500
	Iteration 15Q: 3 clusters Score -1.092988e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68119 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -10930312.000000 Penalty: 3692.312500
	Iteration 16Q: 3 clusters Score -1.093031e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -10930760.000000 Penalty: 3692.312500
	Iteration 17Q: 3 clusters Score -1.093076e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70830 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -10931255.000000 Penalty: 3692.312500
	Iteration 18Q: 3 clusters Score -1.093126e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72275 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -10931803.000000 Penalty: 3692.312500
	Iteration 19Q: 3 clusters Score -1.09318e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73739 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -10932296.000000 Penalty: 3692.312500
	Iteration 20F: 3 clusters Score -1.09323e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75210 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -10932950.000000 Penalty: 3692.312500
	Iteration 21Q: 3 clusters Score -1.093295e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76614 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -10933535.000000 Penalty: 3692.312500
	Iteration 22Q: 3 clusters Score -1.093354e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -10934099.000000 Penalty: 3692.312500
	Iteration 23Q: 3 clusters Score -1.09341e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -10934687.000000 Penalty: 3692.312500
	Iteration 24Q: 3 clusters Score -1.093469e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80237 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -10935251.000000 Penalty: 3692.312500
	Iteration 25Q: 3 clusters Score -1.093525e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -10935769.000000 Penalty: 3692.312500
	Iteration 26Q: 3 clusters Score -1.093577e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -10936295.000000 Penalty: 3692.312500
	Iteration 27Q: 3 clusters Score -1.09363e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82760 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -10936706.000000 Penalty: 3692.312500
	Iteration 28Q: 3 clusters Score -1.093671e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -10937113.000000 Penalty: 3692.312500
	Iteration 29Q: 3 clusters Score -1.093711e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83666 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -10937371.000000 Penalty: 3692.312500
	Iteration 30Q: 3 clusters Score -1.093737e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -10937535.000000 Penalty: 3692.312500
	Iteration 31Q: 3 clusters Score -1.093754e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -10937679.000000 Penalty: 3692.312500
	Iteration 32Q: 3 clusters Score -1.093768e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10937801.000000 Penalty: 3692.312500
	Iteration 33Q: 3 clusters Score -1.09378e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84253 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -10937893.000000 Penalty: 3692.312500
	Iteration 34Q: 3 clusters Score -1.093789e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -10937939.000000 Penalty: 3692.312500
	Iteration 35Q: 3 clusters Score -1.093794e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84363 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -10937954.000000 Penalty: 3692.312500
	Iteration 36Q: 3 clusters Score -1.093795e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84403 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -10937989.000000 Penalty: 3692.312500
	Iteration 37Q: 3 clusters Score -1.093799e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84423 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -10938000.000000 Penalty: 3692.312500
	Iteration 38Q: 3 clusters Score -1.0938e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -10938013.000000 Penalty: 3692.312500
	Iteration 39Q: 3 clusters Score -1.093801e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -10938022.000000 Penalty: 3692.312500
	Iteration 40F: 3 clusters Score -1.093802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84441 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -10938022.000000 Penalty: 3692.312500
	Iteration 41Q: 3 clusters Score -1.093802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -10938032.000000 Penalty: 3692.312500
	Iteration 42Q: 3 clusters Score -1.093803e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -10938045.000000 Penalty: 3692.312500
	Iteration 43Q: 3 clusters Score -1.093804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84435 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -10938031.000000 Penalty: 3692.312500
	Iteration 44Q: 3 clusters Score -1.093803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84430 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -10938034.000000 Penalty: 3692.312500
	Iteration 45Q: 3 clusters Score -1.093803e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84430 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -10938040.000000 Penalty: 3692.312500
	Iteration 46Q: 3 clusters Score -1.093804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10938032.000000 Penalty: 3692.312500
	Iteration 47Q: 3 clusters Score -1.093803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10938039.000000 Penalty: 3692.312500
	Iteration 48Q: 3 clusters Score -1.093804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10938044.000000 Penalty: 3692.312500
	Iteration 49Q: 3 clusters Score -1.093804e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84423 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -10938039.000000 Penalty: 3692.312500
	Iteration 50Q: 3 clusters Score -1.093804e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84415 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -10938046.000000 Penalty: 3692.312500
	Iteration 51Q: 3 clusters Score -1.093805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -10938057.000000 Penalty: 3692.312500
	Iteration 52Q: 3 clusters Score -1.093806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -10938066.000000 Penalty: 3692.312500
	Iteration 53Q: 3 clusters Score -1.093807e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84410 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -10938063.000000 Penalty: 3692.312500
	Iteration 54Q: 3 clusters Score -1.093806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84414 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -10938068.000000 Penalty: 3692.312500
	Iteration 55Q: 3 clusters Score -1.093807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -10938075.000000 Penalty: 3692.312500
	Iteration 56Q: 3 clusters Score -1.093808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84433 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -10938075.000000 Penalty: 3692.312500
	Iteration 57Q: 3 clusters Score -1.093808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -10938091.000000 Penalty: 3692.312500
	Iteration 58Q: 3 clusters Score -1.093809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84448 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -10938091.000000 Penalty: 3692.312500
	Iteration 59Q: 3 clusters Score -1.093809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -10938094.000000 Penalty: 3692.312500
	Iteration 60F: 3 clusters Score -1.093809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Entering Unmasked Estep 
Score: -1270255.375000 Penalty: 1497.668579
	Iteration 0F: 2 clusters Score -1270255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1262999.125000 Penalty: 2995.337158
	Iteration 0F: 3 clusters Score -1262999 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1265437.750000 Penalty: 2995.337158
	Iteration 1F: 3 clusters Score -1265438 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1265777.125000 Penalty: 2995.337158
	Iteration 2F: 3 clusters Score -1265777 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1266109.250000 Penalty: 2995.337158
	Iteration 3F: 3 clusters Score -1266109 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1266400.750000 Penalty: 2995.337158
	Iteration 4Q: 3 clusters Score -1266401 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1266692.750000 Penalty: 2995.337158
	Iteration 5Q: 3 clusters Score -1266693 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1266992.875000 Penalty: 2995.337158
	Iteration 6Q: 3 clusters Score -1266993 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1267326.500000 Penalty: 2995.337158
	Iteration 7Q: 3 clusters Score -1267326 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1267672.000000 Penalty: 2995.337158
	Iteration 8F: 3 clusters Score -1267672 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1267955.875000 Penalty: 2995.337158
	Iteration 9Q: 3 clusters Score -1267956 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1268211.000000 Penalty: 2995.337158
	Iteration 10Q: 3 clusters Score -1268211 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1268428.750000 Penalty: 2995.337158
	Iteration 11Q: 3 clusters Score -1268429 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1268584.250000 Penalty: 2995.337158
	Iteration 12Q: 3 clusters Score -1268584 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1268694.250000 Penalty: 2995.337158
	Iteration 13Q: 3 clusters Score -1268694 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1268795.375000 Penalty: 2995.337158
	Iteration 14Q: 3 clusters Score -1268795 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1268865.000000 Penalty: 2995.337158
	Iteration 15Q: 3 clusters Score -1268865 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1268931.000000 Penalty: 2995.337158
	Iteration 16Q: 3 clusters Score -1268931 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1268987.875000 Penalty: 2995.337158
	Iteration 17Q: 3 clusters Score -1268988 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1269025.250000 Penalty: 2995.337158
	Iteration 18Q: 3 clusters Score -1269025 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1269060.125000 Penalty: 2995.337158
	Iteration 19Q: 3 clusters Score -1269060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1269092.625000 Penalty: 2995.337158
	Iteration 20F: 3 clusters Score -1269093 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1269109.250000 Penalty: 2995.337158
	Iteration 21Q: 3 clusters Score -1269109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1269119.750000 Penalty: 2995.337158
	Iteration 22Q: 3 clusters Score -1269120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1269123.875000 Penalty: 2995.337158
	Iteration 23Q: 3 clusters Score -1269124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1269128.625000 Penalty: 2995.337158
	Iteration 24Q: 3 clusters Score -1269129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1269133.500000 Penalty: 2995.337158
	Iteration 25Q: 3 clusters Score -1269134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1269137.375000 Penalty: 2995.337158
	Iteration 26Q: 3 clusters Score -1269137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1269147.750000 Penalty: 2995.337158
	Iteration 27Q: 3 clusters Score -1269148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1269147.875000 Penalty: 2995.337158
	Iteration 28Q: 3 clusters Score -1269148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1269149.750000 Penalty: 2995.337158
	Iteration 29Q: 3 clusters Score -1269150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1269151.500000 Penalty: 2995.337158
	Iteration 30Q: 3 clusters Score -1269152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1269150.500000 Penalty: 2995.337158
	Iteration 31Q: 3 clusters Score -1269150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1269150.000000 Penalty: 2995.337158
	Iteration 32Q: 3 clusters Score -1269150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1269151.250000 Penalty: 2995.337158
	Iteration 33Q: 3 clusters Score -1269151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1269151.250000 Penalty: 2995.337158
	Iteration 34F: 3 clusters Score -1269151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -166880.531250 Penalty: 1175.788086
	Iteration 0F: 2 clusters Score -166880.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -165215.234375 Penalty: 2351.576172
	Iteration 0F: 3 clusters Score -165215.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -165556.046875 Penalty: 2351.576172
	Iteration 1F: 3 clusters Score -165556 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -165627.125000 Penalty: 2351.576172
	Iteration 2F: 3 clusters Score -165627.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -165670.437500 Penalty: 2351.576172
	Iteration 3Q: 3 clusters Score -165670.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -165702.656250 Penalty: 2351.576172
	Iteration 4Q: 3 clusters Score -165702.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -165722.578125 Penalty: 2351.576172
	Iteration 5Q: 3 clusters Score -165722.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -165736.937500 Penalty: 2351.576172
	Iteration 6Q: 3 clusters Score -165736.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -165751.828125 Penalty: 2351.576172
	Iteration 7Q: 3 clusters Score -165751.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -165761.750000 Penalty: 2351.576172
	Iteration 8Q: 3 clusters Score -165761.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -165769.390625 Penalty: 2351.576172
	Iteration 9Q: 3 clusters Score -165769.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -165773.750000 Penalty: 2351.576172
	Iteration 10Q: 3 clusters Score -165773.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -165775.906250 Penalty: 2351.576172
	Iteration 11Q: 3 clusters Score -165775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -165776.359375 Penalty: 2351.576172
	Iteration 12Q: 3 clusters Score -165776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -165776.359375 Penalty: 2351.576172
	Iteration 13F: 3 clusters Score -165776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Entering Unmasked Estep 
Score: -549147.062500 Penalty: 1378.119751
	Iteration 0F: 2 clusters Score -549147.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -545280.062500 Penalty: 2756.239502
	Iteration 0F: 3 clusters Score -545280.1 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -546631.875000 Penalty: 2756.239502
	Iteration 1F: 3 clusters Score -546631.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -547042.875000 Penalty: 2756.239502
	Iteration 2F: 3 clusters Score -547042.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -547340.500000 Penalty: 2756.239502
	Iteration 3F: 3 clusters Score -547340.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -547571.062500 Penalty: 2756.239502
	Iteration 4F: 3 clusters Score -547571.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -547761.125000 Penalty: 2756.239502
	Iteration 5Q: 3 clusters Score -547761.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -547929.250000 Penalty: 2756.239502
	Iteration 6Q: 3 clusters Score -547929.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -548051.375000 Penalty: 2756.239502
	Iteration 7Q: 3 clusters Score -548051.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -548151.812500 Penalty: 2756.239502
	Iteration 8Q: 3 clusters Score -548151.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -548240.250000 Penalty: 2756.239502
	Iteration 9Q: 3 clusters Score -548240.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -548325.000000 Penalty: 2756.239502
	Iteration 10Q: 3 clusters Score -548325 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -548399.062500 Penalty: 2756.239502
	Iteration 11Q: 3 clusters Score -548399.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -548465.000000 Penalty: 2756.239502
	Iteration 12Q: 3 clusters Score -548465 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -548522.812500 Penalty: 2756.239502
	Iteration 13Q: 3 clusters Score -548522.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -548562.250000 Penalty: 2756.239502
	Iteration 14Q: 3 clusters Score -548562.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -548587.125000 Penalty: 2756.239502
	Iteration 15Q: 3 clusters Score -548587.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -548601.125000 Penalty: 2756.239502
	Iteration 16Q: 3 clusters Score -548601.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -548605.812500 Penalty: 2756.239502
	Iteration 17Q: 3 clusters Score -548605.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -548612.375000 Penalty: 2756.239502
	Iteration 18Q: 3 clusters Score -548612.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -548621.125000 Penalty: 2756.239502
	Iteration 19Q: 3 clusters Score -548621.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -548628.062500 Penalty: 2756.239502
	Iteration 20F: 3 clusters Score -548628.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -548631.375000 Penalty: 2756.239502
	Iteration 21Q: 3 clusters Score -548631.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -548634.250000 Penalty: 2756.239502
	Iteration 22Q: 3 clusters Score -548634.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -548636.812500 Penalty: 2756.239502
	Iteration 23Q: 3 clusters Score -548636.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -548639.125000 Penalty: 2756.239502
	Iteration 24Q: 3 clusters Score -548639.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -548639.750000 Penalty: 2756.239502
	Iteration 25Q: 3 clusters Score -548639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -548639.375000 Penalty: 2756.239502
	Iteration 26Q: 3 clusters Score -548639.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -548639.375000 Penalty: 2756.239502
	Iteration 27F: 3 clusters Score -548639.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -28554.199219 Penalty: 937.352173
	Iteration 0F: 2 clusters Score -28554.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27727.884766 Penalty: 1874.704346
	Iteration 0F: 3 clusters Score -27727.88 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28177.103516 Penalty: 1874.704346
	Iteration 1F: 3 clusters Score -28177.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28535.818359 Penalty: 1874.704346
	Iteration 2F: 3 clusters Score -28535.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29088.587891 Penalty: 1874.704346
	Iteration 3F: 3 clusters Score -29088.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29407.556641 Penalty: 1874.704346
	Iteration 4F: 3 clusters Score -29407.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29558.503906 Penalty: 1874.704346
	Iteration 5Q: 3 clusters Score -29558.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29605.718750 Penalty: 1874.704346
	Iteration 6Q: 3 clusters Score -29605.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29620.740234 Penalty: 1874.704346
	Iteration 7Q: 3 clusters Score -29620.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29655.833984 Penalty: 1874.704346
	Iteration 8Q: 3 clusters Score -29655.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29660.765625 Penalty: 1874.704346
	Iteration 9Q: 3 clusters Score -29660.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29660.765625 Penalty: 1874.704346
	Iteration 10F: 3 clusters Score -29660.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 158 members 
Mstep: Class 6 contains 17743 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30590 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 291 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7686 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12550 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88482 members 
Mstep: Class 30 contains 4852 members 
Mstep: Class 31 contains 162 members 
Entering Unmasked Estep 
Score: -108941240.000000 Penalty: 68979.507812
Splitting cluster 5 changes total score from -108941336.000000 to -108941240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Entering Unmasked Estep 
Score: -2225302.250000 Penalty: 1589.858887
	Iteration 0F: 2 clusters Score -2225302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2213198.000000 Penalty: 3179.717773
	Iteration 0F: 3 clusters Score -2213198 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2217579.000000 Penalty: 3179.717773
	Iteration 1F: 3 clusters Score -2217579 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2217997.750000 Penalty: 3179.717773
	Iteration 2F: 3 clusters Score -2217998 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2218464.000000 Penalty: 3179.717773
	Iteration 3F: 3 clusters Score -2218464 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2219001.500000 Penalty: 3179.717773
	Iteration 4F: 3 clusters Score -2219002 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2219479.000000 Penalty: 3179.717773
	Iteration 5F: 3 clusters Score -2219479 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2219957.000000 Penalty: 3179.717773
	Iteration 6Q: 3 clusters Score -2219957 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2220452.500000 Penalty: 3179.717773
	Iteration 7Q: 3 clusters Score -2220452 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2220927.500000 Penalty: 3179.717773
	Iteration 8Q: 3 clusters Score -2220928 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2221424.750000 Penalty: 3179.717773
	Iteration 9Q: 3 clusters Score -2221425 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2221937.750000 Penalty: 3179.717773
	Iteration 10Q: 3 clusters Score -2221938 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2222366.250000 Penalty: 3179.717773
	Iteration 11Q: 3 clusters Score -2222366 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2222654.000000 Penalty: 3179.717773
	Iteration 12Q: 3 clusters Score -2222654 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2222827.250000 Penalty: 3179.717773
	Iteration 13Q: 3 clusters Score -2222827 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2222971.750000 Penalty: 3179.717773
	Iteration 14Q: 3 clusters Score -2222972 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2223097.250000 Penalty: 3179.717773
	Iteration 15Q: 3 clusters Score -2223097 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2223217.500000 Penalty: 3179.717773
	Iteration 16Q: 3 clusters Score -2223218 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2223321.500000 Penalty: 3179.717773
	Iteration 17Q: 3 clusters Score -2223322 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2223398.250000 Penalty: 3179.717773
	Iteration 18Q: 3 clusters Score -2223398 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2223475.750000 Penalty: 3179.717773
	Iteration 19Q: 3 clusters Score -2223476 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2223548.500000 Penalty: 3179.717773
	Iteration 20F: 3 clusters Score -2223548 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2223626.500000 Penalty: 3179.717773
	Iteration 21Q: 3 clusters Score -2223626 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2223692.750000 Penalty: 3179.717773
	Iteration 22Q: 3 clusters Score -2223693 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2223756.750000 Penalty: 3179.717773
	Iteration 23Q: 3 clusters Score -2223757 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2223805.500000 Penalty: 3179.717773
	Iteration 24Q: 3 clusters Score -2223806 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2223854.000000 Penalty: 3179.717773
	Iteration 25Q: 3 clusters Score -2223854 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2223897.750000 Penalty: 3179.717773
	Iteration 26Q: 3 clusters Score -2223898 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2223935.750000 Penalty: 3179.717773
	Iteration 27Q: 3 clusters Score -2223936 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2223976.250000 Penalty: 3179.717773
	Iteration 28Q: 3 clusters Score -2223976 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2223999.000000 Penalty: 3179.717773
	Iteration 29Q: 3 clusters Score -2223999 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2224032.000000 Penalty: 3179.717773
	Iteration 30Q: 3 clusters Score -2224032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2224059.250000 Penalty: 3179.717773
	Iteration 31Q: 3 clusters Score -2224059 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2224080.500000 Penalty: 3179.717773
	Iteration 32Q: 3 clusters Score -2224080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2224096.500000 Penalty: 3179.717773
	Iteration 33Q: 3 clusters Score -2224096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2224102.500000 Penalty: 3179.717773
	Iteration 34Q: 3 clusters Score -2224102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2224109.000000 Penalty: 3179.717773
	Iteration 35Q: 3 clusters Score -2224109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2224114.250000 Penalty: 3179.717773
	Iteration 36Q: 3 clusters Score -2224114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2224122.250000 Penalty: 3179.717773
	Iteration 37Q: 3 clusters Score -2224122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2224123.500000 Penalty: 3179.717773
	Iteration 38Q: 3 clusters Score -2224124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2224123.750000 Penalty: 3179.717773
	Iteration 39Q: 3 clusters Score -2224124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2224128.000000 Penalty: 3179.717773
	Iteration 40F: 3 clusters Score -2224128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2224130.500000 Penalty: 3179.717773
	Iteration 41Q: 3 clusters Score -2224130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2224133.500000 Penalty: 3179.717773
	Iteration 42Q: 3 clusters Score -2224134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2224138.250000 Penalty: 3179.717773
	Iteration 43Q: 3 clusters Score -2224138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2224144.500000 Penalty: 3179.717773
	Iteration 44Q: 3 clusters Score -2224144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2224150.500000 Penalty: 3179.717773
	Iteration 45Q: 3 clusters Score -2224150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2224156.000000 Penalty: 3179.717773
	Iteration 46Q: 3 clusters Score -2224156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2224157.750000 Penalty: 3179.717773
	Iteration 47Q: 3 clusters Score -2224158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2224160.750000 Penalty: 3179.717773
	Iteration 48Q: 3 clusters Score -2224161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2224162.750000 Penalty: 3179.717773
	Iteration 49Q: 3 clusters Score -2224163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2224164.500000 Penalty: 3179.717773
	Iteration 50Q: 3 clusters Score -2224164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2224165.750000 Penalty: 3179.717773
	Iteration 51Q: 3 clusters Score -2224166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2224169.250000 Penalty: 3179.717773
	Iteration 52Q: 3 clusters Score -2224169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2224167.750000 Penalty: 3179.717773
	Iteration 53Q: 3 clusters Score -2224168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2224167.750000 Penalty: 3179.717773
	Iteration 54F: 3 clusters Score -2224168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Entering Unmasked Estep 
Score: -3542130.250000 Penalty: 1662.764160
	Iteration 0F: 2 clusters Score -3542130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -3523387.750000 Penalty: 3325.528320
	Iteration 0F: 3 clusters Score -3523388 nChanged 12776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3530507.250000 Penalty: 3325.528320
	Iteration 1F: 3 clusters Score -3530507 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3531059.750000 Penalty: 3325.528320
	Iteration 2Q: 3 clusters Score -3531060 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -3531877.500000 Penalty: 3325.528320
	Iteration 3F: 3 clusters Score -3531878 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3533160.000000 Penalty: 3325.528320
	Iteration 4F: 3 clusters Score -3533160 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -3535040.250000 Penalty: 3325.528320
	Iteration 5F: 3 clusters Score -3535040 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -3537128.250000 Penalty: 3325.528320
	Iteration 6F: 3 clusters Score -3537128 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3538776.500000 Penalty: 3325.528320
	Iteration 7F: 3 clusters Score -3538776 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3539722.250000 Penalty: 3325.528320
	Iteration 8Q: 3 clusters Score -3539722 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3540176.500000 Penalty: 3325.528320
	Iteration 9Q: 3 clusters Score -3540176 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3540428.750000 Penalty: 3325.528320
	Iteration 10Q: 3 clusters Score -3540429 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3540536.000000 Penalty: 3325.528320
	Iteration 11Q: 3 clusters Score -3540536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3540610.500000 Penalty: 3325.528320
	Iteration 12Q: 3 clusters Score -3540610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3540644.750000 Penalty: 3325.528320
	Iteration 13Q: 3 clusters Score -3540645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3540667.750000 Penalty: 3325.528320
	Iteration 14Q: 3 clusters Score -3540668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3540690.000000 Penalty: 3325.528320
	Iteration 15Q: 3 clusters Score -3540690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3540706.750000 Penalty: 3325.528320
	Iteration 16Q: 3 clusters Score -3540707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3540709.250000 Penalty: 3325.528320
	Iteration 17Q: 3 clusters Score -3540709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3540715.250000 Penalty: 3325.528320
	Iteration 18Q: 3 clusters Score -3540715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3540716.000000 Penalty: 3325.528320
	Iteration 19Q: 3 clusters Score -3540716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3540716.500000 Penalty: 3325.528320
	Iteration 20F: 3 clusters Score -3540716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (83338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Entering Unmasked Estep 
Score: -10676436.000000 Penalty: 1841.232178
	Iteration 0F: 2 clusters Score -1.067644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -10621452.000000 Penalty: 3682.464355
	Iteration 0F: 3 clusters Score -1.062145e+07 nChanged 39752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -10644303.000000 Penalty: 3682.464355
	Iteration 1F: 3 clusters Score -1.06443e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -10645072.000000 Penalty: 3682.464355
	Iteration 2Q: 3 clusters Score -1.064507e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -10645935.000000 Penalty: 3682.464355
	Iteration 3Q: 3 clusters Score -1.064594e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -10646991.000000 Penalty: 3682.464355
	Iteration 4Q: 3 clusters Score -1.064699e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -10648284.000000 Penalty: 3682.464355
	Iteration 5Q: 3 clusters Score -1.064828e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -10649899.000000 Penalty: 3682.464355
	Iteration 6Q: 3 clusters Score -1.06499e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -10651623.000000 Penalty: 3682.464355
	Iteration 7F: 3 clusters Score -1.065162e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -10653441.000000 Penalty: 3682.464355
	Iteration 8F: 3 clusters Score -1.065344e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -10655066.000000 Penalty: 3682.464355
	Iteration 9Q: 3 clusters Score -1.065507e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -10656283.000000 Penalty: 3682.464355
	Iteration 10Q: 3 clusters Score -1.065628e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -10657280.000000 Penalty: 3682.464355
	Iteration 11Q: 3 clusters Score -1.065728e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -10657862.000000 Penalty: 3682.464355
	Iteration 12Q: 3 clusters Score -1.065786e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -10658451.000000 Penalty: 3682.464355
	Iteration 13Q: 3 clusters Score -1.065845e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -10658883.000000 Penalty: 3682.464355
	Iteration 14Q: 3 clusters Score -1.065888e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57473 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -10659278.000000 Penalty: 3682.464355
	Iteration 15Q: 3 clusters Score -1.065928e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -10659859.000000 Penalty: 3682.464355
	Iteration 16Q: 3 clusters Score -1.065986e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -10660592.000000 Penalty: 3682.464355
	Iteration 17Q: 3 clusters Score -1.066059e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -10661525.000000 Penalty: 3682.464355
	Iteration 18Q: 3 clusters Score -1.066152e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -10662989.000000 Penalty: 3682.464355
	Iteration 19Q: 3 clusters Score -1.066299e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70693 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -10664878.000000 Penalty: 3682.464355
	Iteration 20F: 3 clusters Score -1.066488e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -10667298.000000 Penalty: 3682.464355
	Iteration 21Q: 3 clusters Score -1.06673e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -10669902.000000 Penalty: 3682.464355
	Iteration 22Q: 3 clusters Score -1.06699e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80171 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -10672120.000000 Penalty: 3682.464355
	Iteration 23Q: 3 clusters Score -1.067212e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81828 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -10673567.000000 Penalty: 3682.464355
	Iteration 24Q: 3 clusters Score -1.067357e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82621 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -10674242.000000 Penalty: 3682.464355
	Iteration 25Q: 3 clusters Score -1.067424e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82924 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10674535.000000 Penalty: 3682.464355
	Iteration 26Q: 3 clusters Score -1.067454e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10674673.000000 Penalty: 3682.464355
	Iteration 27Q: 3 clusters Score -1.067467e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10674729.000000 Penalty: 3682.464355
	Iteration 28Q: 3 clusters Score -1.067473e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10674754.000000 Penalty: 3682.464355
	Iteration 29Q: 3 clusters Score -1.067475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83113 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10674766.000000 Penalty: 3682.464355
	Iteration 30Q: 3 clusters Score -1.067477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83122 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10674788.000000 Penalty: 3682.464355
	Iteration 31Q: 3 clusters Score -1.067479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83124 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10674798.000000 Penalty: 3682.464355
	Iteration 32Q: 3 clusters Score -1.06748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83129 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10674805.000000 Penalty: 3682.464355
	Iteration 33Q: 3 clusters Score -1.06748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10674814.000000 Penalty: 3682.464355
	Iteration 34Q: 3 clusters Score -1.067481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83135 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10674816.000000 Penalty: 3682.464355
	Iteration 35Q: 3 clusters Score -1.067482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83135 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10674824.000000 Penalty: 3682.464355
	Iteration 36Q: 3 clusters Score -1.067482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83136 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10674829.000000 Penalty: 3682.464355
	Iteration 37Q: 3 clusters Score -1.067483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83137 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10674829.000000 Penalty: 3682.464355
	Iteration 38Q: 3 clusters Score -1.067483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83137 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10674829.000000 Penalty: 3682.464355
	Iteration 39F: 3 clusters Score -1.067483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -4241452.500000 Penalty: 1691.051758
	Iteration 0F: 2 clusters Score -4241452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -4219374.000000 Penalty: 3382.103516
	Iteration 0F: 3 clusters Score -4219374 nChanged 15206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -4228243.500000 Penalty: 3382.103516
	Iteration 1F: 3 clusters Score -4228244 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -4229578.500000 Penalty: 3382.103516
	Iteration 2F: 3 clusters Score -4229578 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -4231447.500000 Penalty: 3382.103516
	Iteration 3F: 3 clusters Score -4231448 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -4233489.500000 Penalty: 3382.103516
	Iteration 4F: 3 clusters Score -4233490 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -4235369.500000 Penalty: 3382.103516
	Iteration 5F: 3 clusters Score -4235370 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -4236752.500000 Penalty: 3382.103516
	Iteration 6F: 3 clusters Score -4236752 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -4237636.500000 Penalty: 3382.103516
	Iteration 7Q: 3 clusters Score -4237636 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -4238222.000000 Penalty: 3382.103516
	Iteration 8Q: 3 clusters Score -4238222 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -4238633.000000 Penalty: 3382.103516
	Iteration 9Q: 3 clusters Score -4238633 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -4238831.500000 Penalty: 3382.103516
	Iteration 10Q: 3 clusters Score -4238832 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -4238971.500000 Penalty: 3382.103516
	Iteration 11Q: 3 clusters Score -4238972 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -4239077.000000 Penalty: 3382.103516
	Iteration 12Q: 3 clusters Score -4239077 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -4239151.500000 Penalty: 3382.103516
	Iteration 13Q: 3 clusters Score -4239152 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -4239220.500000 Penalty: 3382.103516
	Iteration 14Q: 3 clusters Score -4239220 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -4239276.000000 Penalty: 3382.103516
	Iteration 15Q: 3 clusters Score -4239276 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -4239342.000000 Penalty: 3382.103516
	Iteration 16Q: 3 clusters Score -4239342 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -4239396.500000 Penalty: 3382.103516
	Iteration 17Q: 3 clusters Score -4239396 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -4239446.000000 Penalty: 3382.103516
	Iteration 18Q: 3 clusters Score -4239446 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -4239516.500000 Penalty: 3382.103516
	Iteration 19Q: 3 clusters Score -4239516 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -4239573.500000 Penalty: 3382.103516
	Iteration 20F: 3 clusters Score -4239574 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -4239617.000000 Penalty: 3382.103516
	Iteration 21Q: 3 clusters Score -4239617 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -4239685.500000 Penalty: 3382.103516
	Iteration 22Q: 3 clusters Score -4239686 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -4239773.000000 Penalty: 3382.103516
	Iteration 23Q: 3 clusters Score -4239773 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -4239835.000000 Penalty: 3382.103516
	Iteration 24Q: 3 clusters Score -4239835 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -4239910.500000 Penalty: 3382.103516
	Iteration 25Q: 3 clusters Score -4239910 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -4240014.500000 Penalty: 3382.103516
	Iteration 26Q: 3 clusters Score -4240014 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4240087.000000 Penalty: 3382.103516
	Iteration 27Q: 3 clusters Score -4240087 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4240180.000000 Penalty: 3382.103516
	Iteration 28Q: 3 clusters Score -4240180 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4240258.500000 Penalty: 3382.103516
	Iteration 29Q: 3 clusters Score -4240258 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4240344.000000 Penalty: 3382.103516
	Iteration 30Q: 3 clusters Score -4240344 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4240433.500000 Penalty: 3382.103516
	Iteration 31Q: 3 clusters Score -4240434 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4240512.500000 Penalty: 3382.103516
	Iteration 32Q: 3 clusters Score -4240512 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4240589.000000 Penalty: 3382.103516
	Iteration 33Q: 3 clusters Score -4240589 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4240653.000000 Penalty: 3382.103516
	Iteration 34Q: 3 clusters Score -4240653 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4240698.500000 Penalty: 3382.103516
	Iteration 35Q: 3 clusters Score -4240698 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4240741.000000 Penalty: 3382.103516
	Iteration 36Q: 3 clusters Score -4240741 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4240792.000000 Penalty: 3382.103516
	Iteration 37Q: 3 clusters Score -4240792 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4240816.500000 Penalty: 3382.103516
	Iteration 38Q: 3 clusters Score -4240816 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4240855.500000 Penalty: 3382.103516
	Iteration 39Q: 3 clusters Score -4240856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4240863.000000 Penalty: 3382.103516
	Iteration 40F: 3 clusters Score -4240863 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4240875.000000 Penalty: 3382.103516
	Iteration 41Q: 3 clusters Score -4240875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4240899.500000 Penalty: 3382.103516
	Iteration 42Q: 3 clusters Score -4240900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4240901.000000 Penalty: 3382.103516
	Iteration 43Q: 3 clusters Score -4240901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4240908.000000 Penalty: 3382.103516
	Iteration 44Q: 3 clusters Score -4240908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4240915.500000 Penalty: 3382.103516
	Iteration 45Q: 3 clusters Score -4240916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4240923.000000 Penalty: 3382.103516
	Iteration 46Q: 3 clusters Score -4240923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4240928.500000 Penalty: 3382.103516
	Iteration 47Q: 3 clusters Score -4240928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4240931.500000 Penalty: 3382.103516
	Iteration 48Q: 3 clusters Score -4240932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4240932.000000 Penalty: 3382.103516
	Iteration 49Q: 3 clusters Score -4240932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4240940.000000 Penalty: 3382.103516
	Iteration 50Q: 3 clusters Score -4240940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4240940.000000 Penalty: 3382.103516
	Iteration 51Q: 3 clusters Score -4240940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4240940.000000 Penalty: 3382.103516
	Iteration 52Q: 3 clusters Score -4240940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4240939.000000 Penalty: 3382.103516
	Iteration 53Q: 3 clusters Score -4240939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4240937.500000 Penalty: 3382.103516
	Iteration 54Q: 3 clusters Score -4240938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4240937.500000 Penalty: 3382.103516
	Iteration 55F: 3 clusters Score -4240938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Entering Unmasked Estep 
Score: -3632884.500000 Penalty: 1678.369629
	Iteration 0F: 2 clusters Score -3632884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -3612149.750000 Penalty: 3356.739258
	Iteration 0F: 3 clusters Score -3612150 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3620320.500000 Penalty: 3356.739258
	Iteration 1F: 3 clusters Score -3620320 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3621021.000000 Penalty: 3356.739258
	Iteration 2F: 3 clusters Score -3621021 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3621786.500000 Penalty: 3356.739258
	Iteration 3F: 3 clusters Score -3621786 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3622687.250000 Penalty: 3356.739258
	Iteration 4F: 3 clusters Score -3622687 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3623780.500000 Penalty: 3356.739258
	Iteration 5F: 3 clusters Score -3623780 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -3624950.500000 Penalty: 3356.739258
	Iteration 6F: 3 clusters Score -3624950 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3626050.250000 Penalty: 3356.739258
	Iteration 7F: 3 clusters Score -3626050 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3626961.750000 Penalty: 3356.739258
	Iteration 8F: 3 clusters Score -3626962 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -3627761.250000 Penalty: 3356.739258
	Iteration 9Q: 3 clusters Score -3627761 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3628397.750000 Penalty: 3356.739258
	Iteration 10Q: 3 clusters Score -3628398 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3628853.250000 Penalty: 3356.739258
	Iteration 11Q: 3 clusters Score -3628853 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3629104.500000 Penalty: 3356.739258
	Iteration 12Q: 3 clusters Score -3629104 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3629292.000000 Penalty: 3356.739258
	Iteration 13Q: 3 clusters Score -3629292 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3629419.000000 Penalty: 3356.739258
	Iteration 14Q: 3 clusters Score -3629419 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3629523.250000 Penalty: 3356.739258
	Iteration 15Q: 3 clusters Score -3629523 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -3629592.750000 Penalty: 3356.739258
	Iteration 16Q: 3 clusters Score -3629593 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3629665.250000 Penalty: 3356.739258
	Iteration 17Q: 3 clusters Score -3629665 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3629719.750000 Penalty: 3356.739258
	Iteration 18Q: 3 clusters Score -3629720 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3629760.250000 Penalty: 3356.739258
	Iteration 19Q: 3 clusters Score -3629760 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3629776.750000 Penalty: 3356.739258
	Iteration 20F: 3 clusters Score -3629777 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3629807.000000 Penalty: 3356.739258
	Iteration 21Q: 3 clusters Score -3629807 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3629840.750000 Penalty: 3356.739258
	Iteration 22Q: 3 clusters Score -3629841 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3629845.000000 Penalty: 3356.739258
	Iteration 23Q: 3 clusters Score -3629845 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3629855.000000 Penalty: 3356.739258
	Iteration 24Q: 3 clusters Score -3629855 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3629857.500000 Penalty: 3356.739258
	Iteration 25Q: 3 clusters Score -3629858 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3629870.750000 Penalty: 3356.739258
	Iteration 26Q: 3 clusters Score -3629871 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3629874.750000 Penalty: 3356.739258
	Iteration 27Q: 3 clusters Score -3629875 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3629882.500000 Penalty: 3356.739258
	Iteration 28Q: 3 clusters Score -3629882 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3629901.250000 Penalty: 3356.739258
	Iteration 29Q: 3 clusters Score -3629901 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3629898.250000 Penalty: 3356.739258
	Iteration 30Q: 3 clusters Score -3629898 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3629907.750000 Penalty: 3356.739258
	Iteration 31Q: 3 clusters Score -3629908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3629910.750000 Penalty: 3356.739258
	Iteration 32Q: 3 clusters Score -3629911 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3629920.000000 Penalty: 3356.739258
	Iteration 33Q: 3 clusters Score -3629920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3629913.000000 Penalty: 3356.739258
	Iteration 34Q: 3 clusters Score -3629913 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3629925.500000 Penalty: 3356.739258
	Iteration 35Q: 3 clusters Score -3629926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3629930.750000 Penalty: 3356.739258
	Iteration 36Q: 3 clusters Score -3629931 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3629928.000000 Penalty: 3356.739258
	Iteration 37Q: 3 clusters Score -3629928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3629937.250000 Penalty: 3356.739258
	Iteration 38Q: 3 clusters Score -3629937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -3629930.500000 Penalty: 3356.739258
	Iteration 39Q: 3 clusters Score -3629930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -3629932.250000 Penalty: 3356.739258
	Iteration 40F: 3 clusters Score -3629932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3629933.250000 Penalty: 3356.739258
	Iteration 41Q: 3 clusters Score -3629933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3629935.250000 Penalty: 3356.739258
	Iteration 42Q: 3 clusters Score -3629935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3629941.500000 Penalty: 3356.739258
	Iteration 43Q: 3 clusters Score -3629942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3629935.500000 Penalty: 3356.739258
	Iteration 44Q: 3 clusters Score -3629936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3629937.500000 Penalty: 3356.739258
	Iteration 45Q: 3 clusters Score -3629938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3629931.500000 Penalty: 3356.739258
	Iteration 46Q: 3 clusters Score -3629932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3629933.250000 Penalty: 3356.739258
	Iteration 47Q: 3 clusters Score -3629933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3629925.500000 Penalty: 3356.739258
	Iteration 48Q: 3 clusters Score -3629926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3629932.500000 Penalty: 3356.739258
	Iteration 49Q: 3 clusters Score -3629932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3629933.750000 Penalty: 3356.739258
	Iteration 50Q: 3 clusters Score -3629934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3629930.250000 Penalty: 3356.739258
	Iteration 51Q: 3 clusters Score -3629930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3629941.500000 Penalty: 3356.739258
	Iteration 52Q: 3 clusters Score -3629942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3629941.000000 Penalty: 3356.739258
	Iteration 53Q: 3 clusters Score -3629941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3629937.750000 Penalty: 3356.739258
	Iteration 54Q: 3 clusters Score -3629938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3629941.500000 Penalty: 3356.739258
	Iteration 55Q: 3 clusters Score -3629942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3629943.000000 Penalty: 3356.739258
	Iteration 56Q: 3 clusters Score -3629943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3629941.000000 Penalty: 3356.739258
	Iteration 57Q: 3 clusters Score -3629941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3629937.250000 Penalty: 3356.739258
	Iteration 58Q: 3 clusters Score -3629937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3629939.750000 Penalty: 3356.739258
	Iteration 59Q: 3 clusters Score -3629940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3629938.500000 Penalty: 3356.739258
	Iteration 60F: 3 clusters Score -3629938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3629939.500000 Penalty: 3356.739258
	Iteration 61Q: 3 clusters Score -3629940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3629935.750000 Penalty: 3356.739258
	Iteration 62Q: 3 clusters Score -3629936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3629939.500000 Penalty: 3356.739258
	Iteration 63Q: 3 clusters Score -3629940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3629941.500000 Penalty: 3356.739258
	Iteration 64Q: 3 clusters Score -3629942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3629939.750000 Penalty: 3356.739258
	Iteration 65Q: 3 clusters Score -3629940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3629940.250000 Penalty: 3356.739258
	Iteration 66Q: 3 clusters Score -3629940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3629943.250000 Penalty: 3356.739258
	Iteration 67Q: 3 clusters Score -3629943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3629943.500000 Penalty: 3356.739258
	Iteration 68Q: 3 clusters Score -3629944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3629940.250000 Penalty: 3356.739258
	Iteration 69Q: 3 clusters Score -3629940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3629944.750000 Penalty: 3356.739258
	Iteration 70Q: 3 clusters Score -3629945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3629947.500000 Penalty: 3356.739258
	Iteration 71Q: 3 clusters Score -3629948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3629950.750000 Penalty: 3356.739258
	Iteration 72Q: 3 clusters Score -3629951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3629947.000000 Penalty: 3356.739258
	Iteration 73Q: 3 clusters Score -3629947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3629947.000000 Penalty: 3356.739258
	Iteration 74F: 3 clusters Score -3629947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Entering Unmasked Estep 
Score: -546710.500000 Penalty: 1367.427612
	Iteration 0F: 2 clusters Score -546710.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -543075.875000 Penalty: 2734.855225
	Iteration 0F: 3 clusters Score -543075.9 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -544108.312500 Penalty: 2734.855225
	Iteration 1F: 3 clusters Score -544108.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -544286.500000 Penalty: 2734.855225
	Iteration 2F: 3 clusters Score -544286.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -544405.625000 Penalty: 2734.855225
	Iteration 3F: 3 clusters Score -544405.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -544478.500000 Penalty: 2734.855225
	Iteration 4Q: 3 clusters Score -544478.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -544522.375000 Penalty: 2734.855225
	Iteration 5Q: 3 clusters Score -544522.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -544558.375000 Penalty: 2734.855225
	Iteration 6Q: 3 clusters Score -544558.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -544596.937500 Penalty: 2734.855225
	Iteration 7Q: 3 clusters Score -544596.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -544644.187500 Penalty: 2734.855225
	Iteration 8Q: 3 clusters Score -544644.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -544699.812500 Penalty: 2734.855225
	Iteration 9Q: 3 clusters Score -544699.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -544772.500000 Penalty: 2734.855225
	Iteration 10Q: 3 clusters Score -544772.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -544841.937500 Penalty: 2734.855225
	Iteration 11Q: 3 clusters Score -544841.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -544922.500000 Penalty: 2734.855225
	Iteration 12Q: 3 clusters Score -544922.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -545022.750000 Penalty: 2734.855225
	Iteration 13Q: 3 clusters Score -545022.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -545124.375000 Penalty: 2734.855225
	Iteration 14Q: 3 clusters Score -545124.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -545240.562500 Penalty: 2734.855225
	Iteration 15Q: 3 clusters Score -545240.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -545372.625000 Penalty: 2734.855225
	Iteration 16Q: 3 clusters Score -545372.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -545483.437500 Penalty: 2734.855225
	Iteration 17Q: 3 clusters Score -545483.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -545578.375000 Penalty: 2734.855225
	Iteration 18Q: 3 clusters Score -545578.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -545670.937500 Penalty: 2734.855225
	Iteration 19Q: 3 clusters Score -545670.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -545718.812500 Penalty: 2734.855225
	Iteration 20F: 3 clusters Score -545718.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -545748.750000 Penalty: 2734.855225
	Iteration 21Q: 3 clusters Score -545748.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -545771.062500 Penalty: 2734.855225
	Iteration 22Q: 3 clusters Score -545771.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -545784.500000 Penalty: 2734.855225
	Iteration 23Q: 3 clusters Score -545784.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -545796.062500 Penalty: 2734.855225
	Iteration 24Q: 3 clusters Score -545796.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -545799.625000 Penalty: 2734.855225
	Iteration 25Q: 3 clusters Score -545799.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -545802.062500 Penalty: 2734.855225
	Iteration 26Q: 3 clusters Score -545802.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -545807.750000 Penalty: 2734.855225
	Iteration 27Q: 3 clusters Score -545807.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -545809.937500 Penalty: 2734.855225
	Iteration 28Q: 3 clusters Score -545809.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -545815.000000 Penalty: 2734.855225
	Iteration 29Q: 3 clusters Score -545815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -545824.750000 Penalty: 2734.855225
	Iteration 30Q: 3 clusters Score -545824.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -545831.500000 Penalty: 2734.855225
	Iteration 31Q: 3 clusters Score -545831.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -545837.437500 Penalty: 2734.855225
	Iteration 32Q: 3 clusters Score -545837.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -545843.312500 Penalty: 2734.855225
	Iteration 33Q: 3 clusters Score -545843.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -545848.812500 Penalty: 2734.855225
	Iteration 34Q: 3 clusters Score -545848.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -545853.375000 Penalty: 2734.855225
	Iteration 35Q: 3 clusters Score -545853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -545854.500000 Penalty: 2734.855225
	Iteration 36Q: 3 clusters Score -545854.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -545854.375000 Penalty: 2734.855225
	Iteration 37Q: 3 clusters Score -545854.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -545854.375000 Penalty: 2734.855225
	Iteration 38F: 3 clusters Score -545854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Entering Unmasked Estep 
Score: -3442547.750000 Penalty: 1659.073730
	Iteration 0F: 2 clusters Score -3442548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3424287.500000 Penalty: 3318.147461
	Iteration 0F: 3 clusters Score -3424288 nChanged 12485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3431318.750000 Penalty: 3318.147461
	Iteration 1F: 3 clusters Score -3431319 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3431831.250000 Penalty: 3318.147461
	Iteration 2Q: 3 clusters Score -3431831 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -3432486.250000 Penalty: 3318.147461
	Iteration 3F: 3 clusters Score -3432486 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3433310.250000 Penalty: 3318.147461
	Iteration 4F: 3 clusters Score -3433310 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3434310.750000 Penalty: 3318.147461
	Iteration 5F: 3 clusters Score -3434311 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3435451.750000 Penalty: 3318.147461
	Iteration 6F: 3 clusters Score -3435452 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3436609.500000 Penalty: 3318.147461
	Iteration 7F: 3 clusters Score -3436610 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3437738.250000 Penalty: 3318.147461
	Iteration 8F: 3 clusters Score -3437738 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -3438916.000000 Penalty: 3318.147461
	Iteration 9Q: 3 clusters Score -3438916 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -3439876.000000 Penalty: 3318.147461
	Iteration 10Q: 3 clusters Score -3439876 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3440475.000000 Penalty: 3318.147461
	Iteration 11Q: 3 clusters Score -3440475 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3440742.750000 Penalty: 3318.147461
	Iteration 12Q: 3 clusters Score -3440743 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3440881.500000 Penalty: 3318.147461
	Iteration 13Q: 3 clusters Score -3440882 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3440975.000000 Penalty: 3318.147461
	Iteration 14Q: 3 clusters Score -3440975 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3441012.500000 Penalty: 3318.147461
	Iteration 15Q: 3 clusters Score -3441012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -3441049.000000 Penalty: 3318.147461
	Iteration 16Q: 3 clusters Score -3441049 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3441082.750000 Penalty: 3318.147461
	Iteration 17Q: 3 clusters Score -3441083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3441096.500000 Penalty: 3318.147461
	Iteration 18Q: 3 clusters Score -3441096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3441109.000000 Penalty: 3318.147461
	Iteration 19Q: 3 clusters Score -3441109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3441110.500000 Penalty: 3318.147461
	Iteration 20F: 3 clusters Score -3441110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -3441117.500000 Penalty: 3318.147461
	Iteration 21Q: 3 clusters Score -3441118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3441118.750000 Penalty: 3318.147461
	Iteration 22Q: 3 clusters Score -3441119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3441128.750000 Penalty: 3318.147461
	Iteration 23Q: 3 clusters Score -3441129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3441135.250000 Penalty: 3318.147461
	Iteration 24Q: 3 clusters Score -3441135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -3441139.500000 Penalty: 3318.147461
	Iteration 25Q: 3 clusters Score -3441140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3441144.000000 Penalty: 3318.147461
	Iteration 26Q: 3 clusters Score -3441144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -3441153.250000 Penalty: 3318.147461
	Iteration 27Q: 3 clusters Score -3441153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3441154.250000 Penalty: 3318.147461
	Iteration 28Q: 3 clusters Score -3441154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3441155.000000 Penalty: 3318.147461
	Iteration 29Q: 3 clusters Score -3441155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -3441166.000000 Penalty: 3318.147461
	Iteration 30Q: 3 clusters Score -3441166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3441167.500000 Penalty: 3318.147461
	Iteration 31Q: 3 clusters Score -3441168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -3441165.250000 Penalty: 3318.147461
	Iteration 32Q: 3 clusters Score -3441165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -3441170.500000 Penalty: 3318.147461
	Iteration 33Q: 3 clusters Score -3441170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -3441175.250000 Penalty: 3318.147461
	Iteration 34Q: 3 clusters Score -3441175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3441176.750000 Penalty: 3318.147461
	Iteration 35Q: 3 clusters Score -3441177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -3441182.750000 Penalty: 3318.147461
	Iteration 36Q: 3 clusters Score -3441183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -3441189.250000 Penalty: 3318.147461
	Iteration 37Q: 3 clusters Score -3441189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -3441190.000000 Penalty: 3318.147461
	Iteration 38Q: 3 clusters Score -3441190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3441198.250000 Penalty: 3318.147461
	Iteration 39Q: 3 clusters Score -3441198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3441206.250000 Penalty: 3318.147461
	Iteration 40F: 3 clusters Score -3441206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3441212.250000 Penalty: 3318.147461
	Iteration 41Q: 3 clusters Score -3441212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3441216.250000 Penalty: 3318.147461
	Iteration 42Q: 3 clusters Score -3441216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -3441217.250000 Penalty: 3318.147461
	Iteration 43Q: 3 clusters Score -3441217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3441223.250000 Penalty: 3318.147461
	Iteration 44Q: 3 clusters Score -3441223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3441221.500000 Penalty: 3318.147461
	Iteration 45Q: 3 clusters Score -3441222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -3441222.500000 Penalty: 3318.147461
	Iteration 46Q: 3 clusters Score -3441222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3441223.500000 Penalty: 3318.147461
	Iteration 47Q: 3 clusters Score -3441224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3441228.500000 Penalty: 3318.147461
	Iteration 48Q: 3 clusters Score -3441228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -3441233.500000 Penalty: 3318.147461
	Iteration 49Q: 3 clusters Score -3441234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3441235.250000 Penalty: 3318.147461
	Iteration 50Q: 3 clusters Score -3441235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -3441232.750000 Penalty: 3318.147461
	Iteration 51Q: 3 clusters Score -3441233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3441234.000000 Penalty: 3318.147461
	Iteration 52Q: 3 clusters Score -3441234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3441240.500000 Penalty: 3318.147461
	Iteration 53Q: 3 clusters Score -3441240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -3441248.000000 Penalty: 3318.147461
	Iteration 54Q: 3 clusters Score -3441248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3441246.750000 Penalty: 3318.147461
	Iteration 55Q: 3 clusters Score -3441247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3441249.750000 Penalty: 3318.147461
	Iteration 56Q: 3 clusters Score -3441250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -3441251.500000 Penalty: 3318.147461
	Iteration 57Q: 3 clusters Score -3441252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3441250.750000 Penalty: 3318.147461
	Iteration 58Q: 3 clusters Score -3441251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -3441248.000000 Penalty: 3318.147461
	Iteration 59Q: 3 clusters Score -3441248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -3441250.250000 Penalty: 3318.147461
	Iteration 60F: 3 clusters Score -3441250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3441249.500000 Penalty: 3318.147461
	Iteration 61Q: 3 clusters Score -3441250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3441250.500000 Penalty: 3318.147461
	Iteration 62Q: 3 clusters Score -3441250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3441252.500000 Penalty: 3318.147461
	Iteration 63Q: 3 clusters Score -3441252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3441257.000000 Penalty: 3318.147461
	Iteration 64Q: 3 clusters Score -3441257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3441253.000000 Penalty: 3318.147461
	Iteration 65Q: 3 clusters Score -3441253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3441254.500000 Penalty: 3318.147461
	Iteration 66Q: 3 clusters Score -3441254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -3441258.500000 Penalty: 3318.147461
	Iteration 67Q: 3 clusters Score -3441258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -3441260.750000 Penalty: 3318.147461
	Iteration 68Q: 3 clusters Score -3441261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3441259.000000 Penalty: 3318.147461
	Iteration 69Q: 3 clusters Score -3441259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3441259.750000 Penalty: 3318.147461
	Iteration 70Q: 3 clusters Score -3441260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3441258.250000 Penalty: 3318.147461
	Iteration 71Q: 3 clusters Score -3441258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -3441259.250000 Penalty: 3318.147461
	Iteration 72Q: 3 clusters Score -3441259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3441261.000000 Penalty: 3318.147461
	Iteration 73Q: 3 clusters Score -3441261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3441264.250000 Penalty: 3318.147461
	Iteration 74Q: 3 clusters Score -3441264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -3441262.750000 Penalty: 3318.147461
	Iteration 75Q: 3 clusters Score -3441263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -3441265.500000 Penalty: 3318.147461
	Iteration 76Q: 3 clusters Score -3441266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -3441272.000000 Penalty: 3318.147461
	Iteration 77Q: 3 clusters Score -3441272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -3441272.250000 Penalty: 3318.147461
	Iteration 78Q: 3 clusters Score -3441272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3441274.000000 Penalty: 3318.147461
	Iteration 79Q: 3 clusters Score -3441274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3441275.000000 Penalty: 3318.147461
	Iteration 80F: 3 clusters Score -3441275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3441272.500000 Penalty: 3318.147461
	Iteration 81Q: 3 clusters Score -3441272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3441275.750000 Penalty: 3318.147461
	Iteration 82Q: 3 clusters Score -3441276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3441274.750000 Penalty: 3318.147461
	Iteration 83Q: 3 clusters Score -3441275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3441273.000000 Penalty: 3318.147461
	Iteration 84Q: 3 clusters Score -3441273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3441274.500000 Penalty: 3318.147461
	Iteration 85Q: 3 clusters Score -3441274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3441278.500000 Penalty: 3318.147461
	Iteration 86Q: 3 clusters Score -3441278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -3441280.250000 Penalty: 3318.147461
	Iteration 87Q: 3 clusters Score -3441280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3441279.750000 Penalty: 3318.147461
	Iteration 88Q: 3 clusters Score -3441280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3441280.250000 Penalty: 3318.147461
	Iteration 89Q: 3 clusters Score -3441280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3441280.250000 Penalty: 3318.147461
	Iteration 90F: 3 clusters Score -3441280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Entering Unmasked Estep 
Score: -2235957.750000 Penalty: 1588.340576
	Iteration 0F: 2 clusters Score -2235958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2223850.000000 Penalty: 3176.681152
	Iteration 0F: 3 clusters Score -2223850 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2228374.750000 Penalty: 3176.681152
	Iteration 1F: 3 clusters Score -2228375 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2228876.750000 Penalty: 3176.681152
	Iteration 2F: 3 clusters Score -2228877 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2229355.000000 Penalty: 3176.681152
	Iteration 3F: 3 clusters Score -2229355 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2229785.250000 Penalty: 3176.681152
	Iteration 4F: 3 clusters Score -2229785 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2230221.500000 Penalty: 3176.681152
	Iteration 5Q: 3 clusters Score -2230222 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2230620.750000 Penalty: 3176.681152
	Iteration 6Q: 3 clusters Score -2230621 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2231005.000000 Penalty: 3176.681152
	Iteration 7Q: 3 clusters Score -2231005 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2231329.250000 Penalty: 3176.681152
	Iteration 8Q: 3 clusters Score -2231329 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2231633.500000 Penalty: 3176.681152
	Iteration 9Q: 3 clusters Score -2231634 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2231877.250000 Penalty: 3176.681152
	Iteration 10Q: 3 clusters Score -2231877 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2232020.750000 Penalty: 3176.681152
	Iteration 11Q: 3 clusters Score -2232021 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2232107.000000 Penalty: 3176.681152
	Iteration 12Q: 3 clusters Score -2232107 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2232166.250000 Penalty: 3176.681152
	Iteration 13Q: 3 clusters Score -2232166 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2232198.000000 Penalty: 3176.681152
	Iteration 14Q: 3 clusters Score -2232198 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2232212.500000 Penalty: 3176.681152
	Iteration 15Q: 3 clusters Score -2232212 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2232225.500000 Penalty: 3176.681152
	Iteration 16Q: 3 clusters Score -2232226 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2232250.750000 Penalty: 3176.681152
	Iteration 17Q: 3 clusters Score -2232251 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2232248.750000 Penalty: 3176.681152
	Iteration 18Q: 3 clusters Score -2232249 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2232254.500000 Penalty: 3176.681152
	Iteration 19Q: 3 clusters Score -2232254 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2232265.250000 Penalty: 3176.681152
	Iteration 20F: 3 clusters Score -2232265 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2232266.000000 Penalty: 3176.681152
	Iteration 21Q: 3 clusters Score -2232266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2232268.500000 Penalty: 3176.681152
	Iteration 22Q: 3 clusters Score -2232268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2232275.750000 Penalty: 3176.681152
	Iteration 23Q: 3 clusters Score -2232276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2232282.750000 Penalty: 3176.681152
	Iteration 24Q: 3 clusters Score -2232283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2232283.000000 Penalty: 3176.681152
	Iteration 25Q: 3 clusters Score -2232283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2232286.000000 Penalty: 3176.681152
	Iteration 26Q: 3 clusters Score -2232286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2232288.250000 Penalty: 3176.681152
	Iteration 27Q: 3 clusters Score -2232288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2232295.750000 Penalty: 3176.681152
	Iteration 28Q: 3 clusters Score -2232296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2232303.250000 Penalty: 3176.681152
	Iteration 29Q: 3 clusters Score -2232303 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2232314.250000 Penalty: 3176.681152
	Iteration 30Q: 3 clusters Score -2232314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2232315.250000 Penalty: 3176.681152
	Iteration 31Q: 3 clusters Score -2232315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2232316.000000 Penalty: 3176.681152
	Iteration 32Q: 3 clusters Score -2232316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2232320.250000 Penalty: 3176.681152
	Iteration 33Q: 3 clusters Score -2232320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2232319.500000 Penalty: 3176.681152
	Iteration 34Q: 3 clusters Score -2232320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2232315.000000 Penalty: 3176.681152
	Iteration 35Q: 3 clusters Score -2232315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2232317.000000 Penalty: 3176.681152
	Iteration 36Q: 3 clusters Score -2232317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2232324.250000 Penalty: 3176.681152
	Iteration 37Q: 3 clusters Score -2232324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2232333.250000 Penalty: 3176.681152
	Iteration 38Q: 3 clusters Score -2232333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2232345.750000 Penalty: 3176.681152
	Iteration 39Q: 3 clusters Score -2232346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2232345.500000 Penalty: 3176.681152
	Iteration 40F: 3 clusters Score -2232346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2232353.000000 Penalty: 3176.681152
	Iteration 41Q: 3 clusters Score -2232353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2232359.000000 Penalty: 3176.681152
	Iteration 42Q: 3 clusters Score -2232359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2232360.750000 Penalty: 3176.681152
	Iteration 43Q: 3 clusters Score -2232361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2232366.250000 Penalty: 3176.681152
	Iteration 44Q: 3 clusters Score -2232366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2232366.500000 Penalty: 3176.681152
	Iteration 45Q: 3 clusters Score -2232366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2232367.250000 Penalty: 3176.681152
	Iteration 46Q: 3 clusters Score -2232367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2232374.750000 Penalty: 3176.681152
	Iteration 47Q: 3 clusters Score -2232375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2232384.500000 Penalty: 3176.681152
	Iteration 48Q: 3 clusters Score -2232384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2232391.000000 Penalty: 3176.681152
	Iteration 49Q: 3 clusters Score -2232391 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2232404.250000 Penalty: 3176.681152
	Iteration 50Q: 3 clusters Score -2232404 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2232417.250000 Penalty: 3176.681152
	Iteration 51Q: 3 clusters Score -2232417 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2232446.250000 Penalty: 3176.681152
	Iteration 52Q: 3 clusters Score -2232446 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2232478.750000 Penalty: 3176.681152
	Iteration 53Q: 3 clusters Score -2232479 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2232506.500000 Penalty: 3176.681152
	Iteration 54Q: 3 clusters Score -2232506 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2232539.500000 Penalty: 3176.681152
	Iteration 55Q: 3 clusters Score -2232540 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2232562.000000 Penalty: 3176.681152
	Iteration 56Q: 3 clusters Score -2232562 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2232602.500000 Penalty: 3176.681152
	Iteration 57Q: 3 clusters Score -2232602 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2232643.500000 Penalty: 3176.681152
	Iteration 58Q: 3 clusters Score -2232644 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2232676.500000 Penalty: 3176.681152
	Iteration 59Q: 3 clusters Score -2232676 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2232726.500000 Penalty: 3176.681152
	Iteration 60F: 3 clusters Score -2232726 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2232772.250000 Penalty: 3176.681152
	Iteration 61Q: 3 clusters Score -2232772 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2232817.500000 Penalty: 3176.681152
	Iteration 62Q: 3 clusters Score -2232818 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2232862.500000 Penalty: 3176.681152
	Iteration 63Q: 3 clusters Score -2232862 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2232898.000000 Penalty: 3176.681152
	Iteration 64Q: 3 clusters Score -2232898 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2232923.250000 Penalty: 3176.681152
	Iteration 65Q: 3 clusters Score -2232923 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2232945.250000 Penalty: 3176.681152
	Iteration 66Q: 3 clusters Score -2232945 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2233195 nChanged 112
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Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2233273 nChanged 115
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Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13309 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13400 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13483 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 4012 members 
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Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13736 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13943 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14059 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2233647 nChanged 139
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	Iteration 100F: 3 clusters Score -2233710 nChanged 107
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Mstep: Class 1 contains 14555 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 2904 members 
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Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14922 members 
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Mstep: Class 1 contains 15028 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15268 members 
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Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 2111 members 
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Mstep: Class 1 contains 15545 members 
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Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 1964 members 
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Mstep: Class 1 contains 15681 members 
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Mstep: Class 1 contains 15739 members 
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	Iteration 114Q: 3 clusters Score -2234140 nChanged 82
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Mstep: Class 1 contains 15908 members 
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	Iteration 116Q: 3 clusters Score -2234211 nChanged 82
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Mstep: Class 1 contains 16300 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16325 members 
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Mstep: Class 1 contains 16361 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2234357 nChanged 26
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2234369 nChanged 34
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2234384 nChanged 28
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Mstep: Class 1 contains 16550 members 
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Mstep: Class 1 contains 16582 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2234399 nChanged 30
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Mstep: Class 1 contains 16612 members 
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	Iteration 132Q: 3 clusters Score -2234419 nChanged 24
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2234428 nChanged 25
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Mstep: Class 1 contains 16659 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2234434 nChanged 28
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	Iteration 135Q: 3 clusters Score -2234446 nChanged 33
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	Iteration 136Q: 3 clusters Score -2234452 nChanged 29
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	Iteration 137Q: 3 clusters Score -2234462 nChanged 22
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2234481 nChanged 25
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	Iteration 139Q: 3 clusters Score -2234490 nChanged 27
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2234502 nChanged 25
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	Iteration 141Q: 3 clusters Score -2234514 nChanged 13
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2234520 nChanged 13
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	Iteration 143Q: 3 clusters Score -2234524 nChanged 12
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	Iteration 144Q: 3 clusters Score -2234533 nChanged 12
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	Iteration 145Q: 3 clusters Score -2234539 nChanged 10
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	Iteration 146Q: 3 clusters Score -2234542 nChanged 8
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	Iteration 147Q: 3 clusters Score -2234546 nChanged 7
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2234551 nChanged 7
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	Iteration 149Q: 3 clusters Score -2234555 nChanged 7
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	Iteration 150Q: 3 clusters Score -2234559 nChanged 7
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	Iteration 151Q: 3 clusters Score -2234566 nChanged 4
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	Iteration 152Q: 3 clusters Score -2234564 nChanged 5
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	Iteration 153Q: 3 clusters Score -2234568 nChanged 7
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	Iteration 154Q: 3 clusters Score -2234567 nChanged 8
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	Iteration 155Q: 3 clusters Score -2234566 nChanged 7
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2234574 nChanged 7
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2234572 nChanged 4
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	Iteration 158Q: 3 clusters Score -2234576 nChanged 4
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2234576 nChanged 3
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Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2234579.500000 Penalty: 3176.681152
	Iteration 160F: 3 clusters Score -2234580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2234579.750000 Penalty: 3176.681152
	Iteration 161Q: 3 clusters Score -2234580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2234583.250000 Penalty: 3176.681152
	Iteration 162Q: 3 clusters Score -2234583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2234582.750000 Penalty: 3176.681152
	Iteration 163Q: 3 clusters Score -2234583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2234587.500000 Penalty: 3176.681152
	Iteration 164Q: 3 clusters Score -2234588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2234588.750000 Penalty: 3176.681152
	Iteration 165Q: 3 clusters Score -2234589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2234590.750000 Penalty: 3176.681152
	Iteration 166Q: 3 clusters Score -2234591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2234594.500000 Penalty: 3176.681152
	Iteration 167Q: 3 clusters Score -2234594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2234597.750000 Penalty: 3176.681152
	Iteration 168Q: 3 clusters Score -2234598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2234596.250000 Penalty: 3176.681152
	Iteration 169Q: 3 clusters Score -2234596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2234599.750000 Penalty: 3176.681152
	Iteration 170Q: 3 clusters Score -2234600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2234598.500000 Penalty: 3176.681152
	Iteration 171Q: 3 clusters Score -2234598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2234600.250000 Penalty: 3176.681152
	Iteration 172Q: 3 clusters Score -2234600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2234598.250000 Penalty: 3176.681152
	Iteration 173Q: 3 clusters Score -2234598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2234599.750000 Penalty: 3176.681152
	Iteration 174Q: 3 clusters Score -2234600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2234601.500000 Penalty: 3176.681152
	Iteration 175Q: 3 clusters Score -2234602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2234604.750000 Penalty: 3176.681152
	Iteration 176Q: 3 clusters Score -2234605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2234604.250000 Penalty: 3176.681152
	Iteration 177Q: 3 clusters Score -2234604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2234604.250000 Penalty: 3176.681152
	Iteration 178F: 3 clusters Score -2234604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -18711.736328 Penalty: 921.915039
	Iteration 0F: 2 clusters Score -18711.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18037.046875 Penalty: 1843.830078
	Iteration 0F: 3 clusters Score -18037.05 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18328.869141 Penalty: 1843.830078
	Iteration 1F: 3 clusters Score -18328.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18610.117188 Penalty: 1843.830078
	Iteration 2F: 3 clusters Score -18610.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18695.816406 Penalty: 1843.830078
	Iteration 3F: 3 clusters Score -18695.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18706.953125 Penalty: 1843.830078
	Iteration 4Q: 3 clusters Score -18706.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18710.181641 Penalty: 1843.830078
	Iteration 5Q: 3 clusters Score -18710.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18711.074219 Penalty: 1843.830078
	Iteration 6Q: 3 clusters Score -18711.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18711.074219 Penalty: 1843.830078
	Iteration 7F: 3 clusters Score -18711.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90941 members 
Entering Unmasked Estep 
Score: -11660498.000000 Penalty: 1855.419434
	Iteration 0F: 2 clusters Score -1.16605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -11601543.000000 Penalty: 3710.838867
	Iteration 0F: 3 clusters Score -1.160154e+07 nChanged 43411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -11626883.000000 Penalty: 3710.838867
	Iteration 1F: 3 clusters Score -1.162688e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -11627827.000000 Penalty: 3710.838867
	Iteration 2Q: 3 clusters Score -1.162783e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -11628956.000000 Penalty: 3710.838867
	Iteration 3Q: 3 clusters Score -1.162896e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -11630374.000000 Penalty: 3710.838867
	Iteration 4Q: 3 clusters Score -1.163037e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -11632358.000000 Penalty: 3710.838867
	Iteration 5Q: 3 clusters Score -1.163236e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -11635003.000000 Penalty: 3710.838867
	Iteration 6F: 3 clusters Score -1.1635e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -11638553.000000 Penalty: 3710.838867
	Iteration 7F: 3 clusters Score -1.163855e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -11642456.000000 Penalty: 3710.838867
	Iteration 8F: 3 clusters Score -1.164246e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -11645839.000000 Penalty: 3710.838867
	Iteration 9F: 3 clusters Score -1.164584e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 59552 members 
Entering Unmasked Estep 
Score: -11647749.000000 Penalty: 3710.838867
	Iteration 10Q: 3 clusters Score -1.164775e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -11648600.000000 Penalty: 3710.838867
	Iteration 11Q: 3 clusters Score -1.16486e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -11649106.000000 Penalty: 3710.838867
	Iteration 12Q: 3 clusters Score -1.164911e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -11649574.000000 Penalty: 3710.838867
	Iteration 13Q: 3 clusters Score -1.164957e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -11649923.000000 Penalty: 3710.838867
	Iteration 14Q: 3 clusters Score -1.164992e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -11650312.000000 Penalty: 3710.838867
	Iteration 15Q: 3 clusters Score -1.165031e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -11650755.000000 Penalty: 3710.838867
	Iteration 16Q: 3 clusters Score -1.165076e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 66007 members 
Entering Unmasked Estep 
Score: -11651098.000000 Penalty: 3710.838867
	Iteration 17Q: 3 clusters Score -1.16511e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -11651417.000000 Penalty: 3710.838867
	Iteration 18Q: 3 clusters Score -1.165142e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -11651716.000000 Penalty: 3710.838867
	Iteration 19Q: 3 clusters Score -1.165172e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -11652102.000000 Penalty: 3710.838867
	Iteration 20F: 3 clusters Score -1.16521e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -11652427.000000 Penalty: 3710.838867
	Iteration 21Q: 3 clusters Score -1.165243e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 70575 members 
Entering Unmasked Estep 
Score: -11652692.000000 Penalty: 3710.838867
	Iteration 22Q: 3 clusters Score -1.165269e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -11652972.000000 Penalty: 3710.838867
	Iteration 23Q: 3 clusters Score -1.165297e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -11653248.000000 Penalty: 3710.838867
	Iteration 24Q: 3 clusters Score -1.165325e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 73382 members 
Entering Unmasked Estep 
Score: -11653571.000000 Penalty: 3710.838867
	Iteration 25Q: 3 clusters Score -1.165357e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
Score: -11653937.000000 Penalty: 3710.838867
	Iteration 26Q: 3 clusters Score -1.165394e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 75465 members 
Entering Unmasked Estep 
Score: -11654326.000000 Penalty: 3710.838867
	Iteration 27Q: 3 clusters Score -1.165433e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -11654663.000000 Penalty: 3710.838867
	Iteration 28Q: 3 clusters Score -1.165466e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
Score: -11655035.000000 Penalty: 3710.838867
	Iteration 29Q: 3 clusters Score -1.165504e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 78715 members 
Entering Unmasked Estep 
Score: -11655345.000000 Penalty: 3710.838867
	Iteration 30Q: 3 clusters Score -1.165534e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -11655758.000000 Penalty: 3710.838867
	Iteration 31Q: 3 clusters Score -1.165576e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -11656086.000000 Penalty: 3710.838867
	Iteration 32Q: 3 clusters Score -1.165609e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
Score: -11656419.000000 Penalty: 3710.838867
	Iteration 33Q: 3 clusters Score -1.165642e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -11656756.000000 Penalty: 3710.838867
	Iteration 34Q: 3 clusters Score -1.165676e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 83524 members 
Entering Unmasked Estep 
Score: -11657032.000000 Penalty: 3710.838867
	Iteration 35Q: 3 clusters Score -1.165703e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 84279 members 
Entering Unmasked Estep 
Score: -11657283.000000 Penalty: 3710.838867
	Iteration 36Q: 3 clusters Score -1.165728e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 84981 members 
Entering Unmasked Estep 
Score: -11657517.000000 Penalty: 3710.838867
	Iteration 37Q: 3 clusters Score -1.165752e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 85616 members 
Entering Unmasked Estep 
Score: -11657696.000000 Penalty: 3710.838867
	Iteration 38Q: 3 clusters Score -1.16577e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 86148 members 
Entering Unmasked Estep 
Score: -11657879.000000 Penalty: 3710.838867
	Iteration 39Q: 3 clusters Score -1.165788e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 86628 members 
Entering Unmasked Estep 
Score: -11658011.000000 Penalty: 3710.838867
	Iteration 40F: 3 clusters Score -1.165801e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -11658155.000000 Penalty: 3710.838867
	Iteration 41Q: 3 clusters Score -1.165816e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -11658259.000000 Penalty: 3710.838867
	Iteration 42Q: 3 clusters Score -1.165826e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 87661 members 
Entering Unmasked Estep 
Score: -11658320.000000 Penalty: 3710.838867
	Iteration 43Q: 3 clusters Score -1.165832e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -11658393.000000 Penalty: 3710.838867
	Iteration 44Q: 3 clusters Score -1.165839e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -11658441.000000 Penalty: 3710.838867
	Iteration 45Q: 3 clusters Score -1.165844e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 88334 members 
Entering Unmasked Estep 
Score: -11658505.000000 Penalty: 3710.838867
	Iteration 46Q: 3 clusters Score -1.16585e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 88474 members 
Entering Unmasked Estep 
Score: -11658550.000000 Penalty: 3710.838867
	Iteration 47Q: 3 clusters Score -1.165855e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 88611 members 
Entering Unmasked Estep 
Score: -11658590.000000 Penalty: 3710.838867
	Iteration 48Q: 3 clusters Score -1.165859e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
Score: -11658624.000000 Penalty: 3710.838867
	Iteration 49Q: 3 clusters Score -1.165862e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -11658666.000000 Penalty: 3710.838867
	Iteration 50Q: 3 clusters Score -1.165867e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -11658712.000000 Penalty: 3710.838867
	Iteration 51Q: 3 clusters Score -1.165871e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -11658755.000000 Penalty: 3710.838867
	Iteration 52Q: 3 clusters Score -1.165876e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 89137 members 
Entering Unmasked Estep 
Score: -11658791.000000 Penalty: 3710.838867
	Iteration 53Q: 3 clusters Score -1.165879e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 89215 members 
Entering Unmasked Estep 
Score: -11658802.000000 Penalty: 3710.838867
	Iteration 54Q: 3 clusters Score -1.16588e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -11658841.000000 Penalty: 3710.838867
	Iteration 55Q: 3 clusters Score -1.165884e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -11658884.000000 Penalty: 3710.838867
	Iteration 56Q: 3 clusters Score -1.165888e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 89376 members 
Entering Unmasked Estep 
Score: -11658880.000000 Penalty: 3710.838867
	Iteration 57Q: 3 clusters Score -1.165888e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 89411 members 
Entering Unmasked Estep 
Score: -11658896.000000 Penalty: 3710.838867
	Iteration 58Q: 3 clusters Score -1.16589e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -11658918.000000 Penalty: 3710.838867
	Iteration 59Q: 3 clusters Score -1.165892e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 89467 members 
Entering Unmasked Estep 
Score: -11658926.000000 Penalty: 3710.838867
	Iteration 60F: 3 clusters Score -1.165893e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 89491 members 
Entering Unmasked Estep 
Score: -11658916.000000 Penalty: 3710.838867
	Iteration 61Q: 3 clusters Score -1.165892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 89507 members 
Entering Unmasked Estep 
Score: -11658939.000000 Penalty: 3710.838867
	Iteration 62Q: 3 clusters Score -1.165894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -11658938.000000 Penalty: 3710.838867
	Iteration 63Q: 3 clusters Score -1.165894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 89535 members 
Entering Unmasked Estep 
Score: -11658949.000000 Penalty: 3710.838867
	Iteration 64Q: 3 clusters Score -1.165895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -11658948.000000 Penalty: 3710.838867
	Iteration 65Q: 3 clusters Score -1.165895e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -11658950.000000 Penalty: 3710.838867
	Iteration 66Q: 3 clusters Score -1.165895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -11658947.000000 Penalty: 3710.838867
	Iteration 67Q: 3 clusters Score -1.165895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 89574 members 
Entering Unmasked Estep 
Score: -11658948.000000 Penalty: 3710.838867
	Iteration 68Q: 3 clusters Score -1.165895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 89585 members 
Entering Unmasked Estep 
Score: -11658950.000000 Penalty: 3710.838867
	Iteration 69Q: 3 clusters Score -1.165895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 89595 members 
Entering Unmasked Estep 
Score: -11658956.000000 Penalty: 3710.838867
	Iteration 70Q: 3 clusters Score -1.165896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -11658960.000000 Penalty: 3710.838867
	Iteration 71Q: 3 clusters Score -1.165896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -11658976.000000 Penalty: 3710.838867
	Iteration 72Q: 3 clusters Score -1.165898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 89630 members 
Entering Unmasked Estep 
Score: -11658973.000000 Penalty: 3710.838867
	Iteration 73Q: 3 clusters Score -1.165897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 89638 members 
Entering Unmasked Estep 
Score: -11658979.000000 Penalty: 3710.838867
	Iteration 74Q: 3 clusters Score -1.165898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 89646 members 
Entering Unmasked Estep 
Score: -11658979.000000 Penalty: 3710.838867
	Iteration 75Q: 3 clusters Score -1.165898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 89658 members 
Entering Unmasked Estep 
Score: -11658983.000000 Penalty: 3710.838867
	Iteration 76Q: 3 clusters Score -1.165898e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -11658983.000000 Penalty: 3710.838867
	Iteration 77Q: 3 clusters Score -1.165898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -11658979.000000 Penalty: 3710.838867
	Iteration 78Q: 3 clusters Score -1.165898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 89682 members 
Entering Unmasked Estep 
Score: -11658998.000000 Penalty: 3710.838867
	Iteration 79Q: 3 clusters Score -1.1659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 89689 members 
Entering Unmasked Estep 
Score: -11658998.000000 Penalty: 3710.838867
	Iteration 80F: 3 clusters Score -1.1659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 89694 members 
Entering Unmasked Estep 
Score: -11658992.000000 Penalty: 3710.838867
	Iteration 81Q: 3 clusters Score -1.165899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 89699 members 
Entering Unmasked Estep 
Score: -11659001.000000 Penalty: 3710.838867
	Iteration 82Q: 3 clusters Score -1.1659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -11659006.000000 Penalty: 3710.838867
	Iteration 83Q: 3 clusters Score -1.165901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 89708 members 
Entering Unmasked Estep 
Score: -11659013.000000 Penalty: 3710.838867
	Iteration 84Q: 3 clusters Score -1.165901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 89713 members 
Entering Unmasked Estep 
Score: -11659009.000000 Penalty: 3710.838867
	Iteration 85Q: 3 clusters Score -1.165901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 89717 members 
Entering Unmasked Estep 
Score: -11659015.000000 Penalty: 3710.838867
	Iteration 86Q: 3 clusters Score -1.165902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 89719 members 
Entering Unmasked Estep 
Score: -11659026.000000 Penalty: 3710.838867
	Iteration 87Q: 3 clusters Score -1.165903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 89721 members 
Entering Unmasked Estep 
Score: -11659027.000000 Penalty: 3710.838867
	Iteration 88Q: 3 clusters Score -1.165903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -11659027.000000 Penalty: 3710.838867
	Iteration 89Q: 3 clusters Score -1.165903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -11659023.000000 Penalty: 3710.838867
	Iteration 90Q: 3 clusters Score -1.165902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -11659024.000000 Penalty: 3710.838867
	Iteration 91Q: 3 clusters Score -1.165902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 89733 members 
Entering Unmasked Estep 
Score: -11659022.000000 Penalty: 3710.838867
	Iteration 92Q: 3 clusters Score -1.165902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -11659034.000000 Penalty: 3710.838867
	Iteration 93Q: 3 clusters Score -1.165903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 89738 members 
Entering Unmasked Estep 
Score: -11659031.000000 Penalty: 3710.838867
	Iteration 94Q: 3 clusters Score -1.165903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 89741 members 
Entering Unmasked Estep 
Score: -11659029.000000 Penalty: 3710.838867
	Iteration 95Q: 3 clusters Score -1.165903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 89748 members 
Entering Unmasked Estep 
Score: -11659032.000000 Penalty: 3710.838867
	Iteration 96Q: 3 clusters Score -1.165903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -11659037.000000 Penalty: 3710.838867
	Iteration 97Q: 3 clusters Score -1.165904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -11659036.000000 Penalty: 3710.838867
	Iteration 98Q: 3 clusters Score -1.165904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -11659032.000000 Penalty: 3710.838867
	Iteration 99Q: 3 clusters Score -1.165903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 89762 members 
Entering Unmasked Estep 
Score: -11659035.000000 Penalty: 3710.838867
	Iteration 100F: 3 clusters Score -1.165904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 89764 members 
Entering Unmasked Estep 
Score: -11659035.000000 Penalty: 3710.838867
	Iteration 101Q: 3 clusters Score -1.165904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 89766 members 
Entering Unmasked Estep 
Score: -11659040.000000 Penalty: 3710.838867
	Iteration 102Q: 3 clusters Score -1.165904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -11659034.000000 Penalty: 3710.838867
	Iteration 103Q: 3 clusters Score -1.165903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 89771 members 
Entering Unmasked Estep 
Score: -11659035.000000 Penalty: 3710.838867
	Iteration 104Q: 3 clusters Score -1.165904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 89771 members 
Entering Unmasked Estep 
Score: -11659035.000000 Penalty: 3710.838867
	Iteration 105Q: 3 clusters Score -1.165904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 89772 members 
Entering Unmasked Estep 
Score: -11659037.000000 Penalty: 3710.838867
	Iteration 106Q: 3 clusters Score -1.165904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 89772 members 
Entering Unmasked Estep 
Score: -11659037.000000 Penalty: 3710.838867
	Iteration 107F: 3 clusters Score -1.165904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Entering Unmasked Estep 
Score: -4102367.750000 Penalty: 1686.538208
	Iteration 0F: 2 clusters Score -4102368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -4080448.500000 Penalty: 3373.076416
	Iteration 0F: 3 clusters Score -4080448 nChanged 15011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4088843.500000 Penalty: 3373.076416
	Iteration 1F: 3 clusters Score -4088844 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -4089237.500000 Penalty: 3373.076416
	Iteration 2Q: 3 clusters Score -4089238 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -4089681.250000 Penalty: 3373.076416
	Iteration 3Q: 3 clusters Score -4089681 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -4090234.000000 Penalty: 3373.076416
	Iteration 4Q: 3 clusters Score -4090234 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -4090938.750000 Penalty: 3373.076416
	Iteration 5Q: 3 clusters Score -4090939 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -4092123.750000 Penalty: 3373.076416
	Iteration 6F: 3 clusters Score -4092124 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -4093861.250000 Penalty: 3373.076416
	Iteration 7F: 3 clusters Score -4093861 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -4096080.250000 Penalty: 3373.076416
	Iteration 8F: 3 clusters Score -4096080 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -4098259.500000 Penalty: 3373.076416
	Iteration 9F: 3 clusters Score -4098260 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -4099750.500000 Penalty: 3373.076416
	Iteration 10Q: 3 clusters Score -4099750 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -4100412.750000 Penalty: 3373.076416
	Iteration 11Q: 3 clusters Score -4100413 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -4100650.250000 Penalty: 3373.076416
	Iteration 12Q: 3 clusters Score -4100650 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -4100758.750000 Penalty: 3373.076416
	Iteration 13Q: 3 clusters Score -4100759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -4100817.500000 Penalty: 3373.076416
	Iteration 14Q: 3 clusters Score -4100818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -4100836.500000 Penalty: 3373.076416
	Iteration 15Q: 3 clusters Score -4100836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4100849.000000 Penalty: 3373.076416
	Iteration 16Q: 3 clusters Score -4100849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -4100864.250000 Penalty: 3373.076416
	Iteration 17Q: 3 clusters Score -4100864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -4100867.500000 Penalty: 3373.076416
	Iteration 18Q: 3 clusters Score -4100868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -4100867.500000 Penalty: 3373.076416
	Iteration 19F: 3 clusters Score -4100868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Entering Unmasked Estep 
Score: -965952.875000 Penalty: 1453.912842
	Iteration 0F: 2 clusters Score -965952.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -960319.937500 Penalty: 2907.825684
	Iteration 0F: 3 clusters Score -960319.9 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -962021.875000 Penalty: 2907.825684
	Iteration 1F: 3 clusters Score -962021.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -962255.312500 Penalty: 2907.825684
	Iteration 2F: 3 clusters Score -962255.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -962421.250000 Penalty: 2907.825684
	Iteration 3Q: 3 clusters Score -962421.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -962575.062500 Penalty: 2907.825684
	Iteration 4Q: 3 clusters Score -962575.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -962731.812500 Penalty: 2907.825684
	Iteration 5Q: 3 clusters Score -962731.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -962896.375000 Penalty: 2907.825684
	Iteration 6Q: 3 clusters Score -962896.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -963081.562500 Penalty: 2907.825684
	Iteration 7Q: 3 clusters Score -963081.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -963249.875000 Penalty: 2907.825684
	Iteration 8Q: 3 clusters Score -963249.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -963410.687500 Penalty: 2907.825684
	Iteration 9Q: 3 clusters Score -963410.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -963569.812500 Penalty: 2907.825684
	Iteration 10Q: 3 clusters Score -963569.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -963720.187500 Penalty: 2907.825684
	Iteration 11Q: 3 clusters Score -963720.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -963880.562500 Penalty: 2907.825684
	Iteration 12Q: 3 clusters Score -963880.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -963994.687500 Penalty: 2907.825684
	Iteration 13Q: 3 clusters Score -963994.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -964074.500000 Penalty: 2907.825684
	Iteration 14Q: 3 clusters Score -964074.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -964130.312500 Penalty: 2907.825684
	Iteration 15Q: 3 clusters Score -964130.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -964186.687500 Penalty: 2907.825684
	Iteration 16Q: 3 clusters Score -964186.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -964235.625000 Penalty: 2907.825684
	Iteration 17Q: 3 clusters Score -964235.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -964276.937500 Penalty: 2907.825684
	Iteration 18Q: 3 clusters Score -964276.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -964312.625000 Penalty: 2907.825684
	Iteration 19Q: 3 clusters Score -964312.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -964339.312500 Penalty: 2907.825684
	Iteration 20F: 3 clusters Score -964339.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -964364.687500 Penalty: 2907.825684
	Iteration 21Q: 3 clusters Score -964364.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -964399.500000 Penalty: 2907.825684
	Iteration 22Q: 3 clusters Score -964399.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -964420.875000 Penalty: 2907.825684
	Iteration 23Q: 3 clusters Score -964420.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -964440.937500 Penalty: 2907.825684
	Iteration 24Q: 3 clusters Score -964440.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -964464.000000 Penalty: 2907.825684
	Iteration 25Q: 3 clusters Score -964464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -964484.437500 Penalty: 2907.825684
	Iteration 26Q: 3 clusters Score -964484.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -964498.750000 Penalty: 2907.825684
	Iteration 27Q: 3 clusters Score -964498.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -964510.750000 Penalty: 2907.825684
	Iteration 28Q: 3 clusters Score -964510.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -964519.500000 Penalty: 2907.825684
	Iteration 29Q: 3 clusters Score -964519.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -964524.000000 Penalty: 2907.825684
	Iteration 30Q: 3 clusters Score -964524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -964530.375000 Penalty: 2907.825684
	Iteration 31Q: 3 clusters Score -964530.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -964534.187500 Penalty: 2907.825684
	Iteration 32Q: 3 clusters Score -964534.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -964535.062500 Penalty: 2907.825684
	Iteration 33Q: 3 clusters Score -964535.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -964537.812500 Penalty: 2907.825684
	Iteration 34Q: 3 clusters Score -964537.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -964544.187500 Penalty: 2907.825684
	Iteration 35Q: 3 clusters Score -964544.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -964551.750000 Penalty: 2907.825684
	Iteration 36Q: 3 clusters Score -964551.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -964553.375000 Penalty: 2907.825684
	Iteration 37Q: 3 clusters Score -964553.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -964564.500000 Penalty: 2907.825684
	Iteration 38Q: 3 clusters Score -964564.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -964579.750000 Penalty: 2907.825684
	Iteration 39Q: 3 clusters Score -964579.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -964587.312500 Penalty: 2907.825684
	Iteration 40F: 3 clusters Score -964587.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -964595.187500 Penalty: 2907.825684
	Iteration 41Q: 3 clusters Score -964595.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -964594.750000 Penalty: 2907.825684
	Iteration 42Q: 3 clusters Score -964594.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -964597.562500 Penalty: 2907.825684
	Iteration 43Q: 3 clusters Score -964597.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -964600.625000 Penalty: 2907.825684
	Iteration 44Q: 3 clusters Score -964600.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -964605.875000 Penalty: 2907.825684
	Iteration 45Q: 3 clusters Score -964605.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -964608.562500 Penalty: 2907.825684
	Iteration 46Q: 3 clusters Score -964608.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -964610.125000 Penalty: 2907.825684
	Iteration 47Q: 3 clusters Score -964610.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -964613.062500 Penalty: 2907.825684
	Iteration 48Q: 3 clusters Score -964613.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -964614.937500 Penalty: 2907.825684
	Iteration 49Q: 3 clusters Score -964614.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -964618.062500 Penalty: 2907.825684
	Iteration 50Q: 3 clusters Score -964618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -964620.000000 Penalty: 2907.825684
	Iteration 51Q: 3 clusters Score -964620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -964619.500000 Penalty: 2907.825684
	Iteration 52Q: 3 clusters Score -964619.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -964621.312500 Penalty: 2907.825684
	Iteration 53Q: 3 clusters Score -964621.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -964622.750000 Penalty: 2907.825684
	Iteration 54Q: 3 clusters Score -964622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -964622.937500 Penalty: 2907.825684
	Iteration 55Q: 3 clusters Score -964622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -964624.625000 Penalty: 2907.825684
	Iteration 56Q: 3 clusters Score -964624.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -964624.500000 Penalty: 2907.825684
	Iteration 57Q: 3 clusters Score -964624.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -964626.187500 Penalty: 2907.825684
	Iteration 58Q: 3 clusters Score -964626.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -964626.750000 Penalty: 2907.825684
	Iteration 59Q: 3 clusters Score -964626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -964628.250000 Penalty: 2907.825684
	Iteration 60F: 3 clusters Score -964628.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -964627.875000 Penalty: 2907.825684
	Iteration 61Q: 3 clusters Score -964627.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -964629.687500 Penalty: 2907.825684
	Iteration 62Q: 3 clusters Score -964629.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -964630.062500 Penalty: 2907.825684
	Iteration 63Q: 3 clusters Score -964630.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -964632.187500 Penalty: 2907.825684
	Iteration 64Q: 3 clusters Score -964632.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -964632.437500 Penalty: 2907.825684
	Iteration 65Q: 3 clusters Score -964632.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -964636.437500 Penalty: 2907.825684
	Iteration 66Q: 3 clusters Score -964636.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -964636.375000 Penalty: 2907.825684
	Iteration 67Q: 3 clusters Score -964636.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -964635.875000 Penalty: 2907.825684
	Iteration 68Q: 3 clusters Score -964635.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -964637.687500 Penalty: 2907.825684
	Iteration 69Q: 3 clusters Score -964637.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -964640.000000 Penalty: 2907.825684
	Iteration 70Q: 3 clusters Score -964640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -964638.625000 Penalty: 2907.825684
	Iteration 71Q: 3 clusters Score -964638.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -964638.625000 Penalty: 2907.825684
	Iteration 72Q: 3 clusters Score -964638.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -964638.437500 Penalty: 2907.825684
	Iteration 73Q: 3 clusters Score -964638.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -964640.187500 Penalty: 2907.825684
	Iteration 74Q: 3 clusters Score -964640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -964640.500000 Penalty: 2907.825684
	Iteration 75Q: 3 clusters Score -964640.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -964641.000000 Penalty: 2907.825684
	Iteration 76Q: 3 clusters Score -964641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -964640.875000 Penalty: 2907.825684
	Iteration 77Q: 3 clusters Score -964640.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -964641.500000 Penalty: 2907.825684
	Iteration 78Q: 3 clusters Score -964641.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -964642.187500 Penalty: 2907.825684
	Iteration 79Q: 3 clusters Score -964642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -964642.187500 Penalty: 2907.825684
	Iteration 80F: 3 clusters Score -964642.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Entering Unmasked Estep 
Score: -483218.687500 Penalty: 1342.203979
	Iteration 0F: 2 clusters Score -483218.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -479963.437500 Penalty: 2684.407959
	Iteration 0F: 3 clusters Score -479963.4 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -480856.500000 Penalty: 2684.407959
	Iteration 1F: 3 clusters Score -480856.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -481031.468750 Penalty: 2684.407959
	Iteration 2F: 3 clusters Score -481031.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -481145.000000 Penalty: 2684.407959
	Iteration 3F: 3 clusters Score -481145 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -481239.812500 Penalty: 2684.407959
	Iteration 4Q: 3 clusters Score -481239.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -481376.625000 Penalty: 2684.407959
	Iteration 5Q: 3 clusters Score -481376.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -481552.093750 Penalty: 2684.407959
	Iteration 6F: 3 clusters Score -481552.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -481764.125000 Penalty: 2684.407959
	Iteration 7F: 3 clusters Score -481764.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -481981.906250 Penalty: 2684.407959
	Iteration 8F: 3 clusters Score -481981.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -482154.250000 Penalty: 2684.407959
	Iteration 9F: 3 clusters Score -482154.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -482253.562500 Penalty: 2684.407959
	Iteration 10Q: 3 clusters Score -482253.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -482324.250000 Penalty: 2684.407959
	Iteration 11Q: 3 clusters Score -482324.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -482364.343750 Penalty: 2684.407959
	Iteration 12Q: 3 clusters Score -482364.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -482384.312500 Penalty: 2684.407959
	Iteration 13Q: 3 clusters Score -482384.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -482396.843750 Penalty: 2684.407959
	Iteration 14Q: 3 clusters Score -482396.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -482402.375000 Penalty: 2684.407959
	Iteration 15Q: 3 clusters Score -482402.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -482407.906250 Penalty: 2684.407959
	Iteration 16Q: 3 clusters Score -482407.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -482411.343750 Penalty: 2684.407959
	Iteration 17Q: 3 clusters Score -482411.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -482413.125000 Penalty: 2684.407959
	Iteration 18Q: 3 clusters Score -482413.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -482414.968750 Penalty: 2684.407959
	Iteration 19Q: 3 clusters Score -482415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -482417.593750 Penalty: 2684.407959
	Iteration 20F: 3 clusters Score -482417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -482417.812500 Penalty: 2684.407959
	Iteration 21Q: 3 clusters Score -482417.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -482417.812500 Penalty: 2684.407959
	Iteration 22F: 3 clusters Score -482417.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (130622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130622 members 
Entering Unmasked Estep 
Score: -16601707.000000 Penalty: 1914.260132
	Iteration 0F: 2 clusters Score -1.660171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -16520975.000000 Penalty: 3828.520264
	Iteration 0F: 3 clusters Score -1.652098e+07 nChanged 62696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 69178 members 
Entering Unmasked Estep 
Score: -16558331.000000 Penalty: 3828.520264
	Iteration 1F: 3 clusters Score -1.655833e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 71680 members 
Entering Unmasked Estep 
Score: -16560047.000000 Penalty: 3828.520264
	Iteration 2Q: 3 clusters Score -1.656005e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -16562380.000000 Penalty: 3828.520264
	Iteration 3Q: 3 clusters Score -1.656238e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -16565961.000000 Penalty: 3828.520264
	Iteration 4F: 3 clusters Score -1.656596e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -16570926.000000 Penalty: 3828.520264
	Iteration 5F: 3 clusters Score -1.657093e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 96165 members 
Entering Unmasked Estep 
Score: -16577336.000000 Penalty: 3828.520264
	Iteration 6F: 3 clusters Score -1.657734e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 104391 members 
Entering Unmasked Estep 
Score: -16584059.000000 Penalty: 3828.520264
	Iteration 7F: 3 clusters Score -1.658406e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 111881 members 
Entering Unmasked Estep 
Score: -16591088.000000 Penalty: 3828.520264
	Iteration 8F: 3 clusters Score -1.659109e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 118190 members 
Entering Unmasked Estep 
Score: -16596134.000000 Penalty: 3828.520264
	Iteration 9Q: 3 clusters Score -1.659613e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 123255 members 
Entering Unmasked Estep 
Score: -16598347.000000 Penalty: 3828.520264
	Iteration 10Q: 3 clusters Score -1.659835e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 126498 members 
Entering Unmasked Estep 
Score: -16599157.000000 Penalty: 3828.520264
	Iteration 11Q: 3 clusters Score -1.659916e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 128266 members 
Entering Unmasked Estep 
Score: -16599642.000000 Penalty: 3828.520264
	Iteration 12Q: 3 clusters Score -1.659964e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 129168 members 
Entering Unmasked Estep 
Score: -16599991.000000 Penalty: 3828.520264
	Iteration 13Q: 3 clusters Score -1.659999e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 129614 members 
Entering Unmasked Estep 
Score: -16600168.000000 Penalty: 3828.520264
	Iteration 14Q: 3 clusters Score -1.660017e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 129803 members 
Entering Unmasked Estep 
Score: -16600208.000000 Penalty: 3828.520264
	Iteration 15Q: 3 clusters Score -1.660021e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 129907 members 
Entering Unmasked Estep 
Score: -16600259.000000 Penalty: 3828.520264
	Iteration 16Q: 3 clusters Score -1.660026e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 129948 members 
Entering Unmasked Estep 
Score: -16600296.000000 Penalty: 3828.520264
	Iteration 17Q: 3 clusters Score -1.66003e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 129959 members 
Entering Unmasked Estep 
Score: -16600318.000000 Penalty: 3828.520264
	Iteration 18Q: 3 clusters Score -1.660032e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 129964 members 
Entering Unmasked Estep 
Score: -16600356.000000 Penalty: 3828.520264
	Iteration 19Q: 3 clusters Score -1.660036e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 129962 members 
Entering Unmasked Estep 
Score: -16600365.000000 Penalty: 3828.520264
	Iteration 20F: 3 clusters Score -1.660036e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 129957 members 
Entering Unmasked Estep 
Score: -16600402.000000 Penalty: 3828.520264
	Iteration 21Q: 3 clusters Score -1.66004e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 129958 members 
Entering Unmasked Estep 
Score: -16600437.000000 Penalty: 3828.520264
	Iteration 22Q: 3 clusters Score -1.660044e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 129964 members 
Entering Unmasked Estep 
Score: -16600445.000000 Penalty: 3828.520264
	Iteration 23Q: 3 clusters Score -1.660044e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 129968 members 
Entering Unmasked Estep 
Score: -16600483.000000 Penalty: 3828.520264
	Iteration 24Q: 3 clusters Score -1.660048e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 129975 members 
Entering Unmasked Estep 
Score: -16600499.000000 Penalty: 3828.520264
	Iteration 25Q: 3 clusters Score -1.66005e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 129984 members 
Entering Unmasked Estep 
Score: -16600516.000000 Penalty: 3828.520264
	Iteration 26Q: 3 clusters Score -1.660052e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 129994 members 
Entering Unmasked Estep 
Score: -16600543.000000 Penalty: 3828.520264
	Iteration 27Q: 3 clusters Score -1.660054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 130001 members 
Entering Unmasked Estep 
Score: -16600559.000000 Penalty: 3828.520264
	Iteration 28Q: 3 clusters Score -1.660056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 130004 members 
Entering Unmasked Estep 
Score: -16600570.000000 Penalty: 3828.520264
	Iteration 29Q: 3 clusters Score -1.660057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 130016 members 
Entering Unmasked Estep 
Score: -16600590.000000 Penalty: 3828.520264
	Iteration 30Q: 3 clusters Score -1.660059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 130023 members 
Entering Unmasked Estep 
Score: -16600618.000000 Penalty: 3828.520264
	Iteration 31Q: 3 clusters Score -1.660062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 130032 members 
Entering Unmasked Estep 
Score: -16600605.000000 Penalty: 3828.520264
	Iteration 32Q: 3 clusters Score -1.66006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 130028 members 
Entering Unmasked Estep 
Score: -16600616.000000 Penalty: 3828.520264
	Iteration 33Q: 3 clusters Score -1.660062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 130025 members 
Entering Unmasked Estep 
Score: -16600619.000000 Penalty: 3828.520264
	Iteration 34Q: 3 clusters Score -1.660062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 130024 members 
Entering Unmasked Estep 
Score: -16600633.000000 Penalty: 3828.520264
	Iteration 35Q: 3 clusters Score -1.660063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 130024 members 
Entering Unmasked Estep 
Score: -16600645.000000 Penalty: 3828.520264
	Iteration 36Q: 3 clusters Score -1.660064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 130024 members 
Entering Unmasked Estep 
Score: -16600656.000000 Penalty: 3828.520264
	Iteration 37Q: 3 clusters Score -1.660066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 130023 members 
Entering Unmasked Estep 
Score: -16600661.000000 Penalty: 3828.520264
	Iteration 38Q: 3 clusters Score -1.660066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 130022 members 
Entering Unmasked Estep 
Score: -16600665.000000 Penalty: 3828.520264
	Iteration 39Q: 3 clusters Score -1.660066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 130025 members 
Entering Unmasked Estep 
Score: -16600678.000000 Penalty: 3828.520264
	Iteration 40F: 3 clusters Score -1.660068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 130024 members 
Entering Unmasked Estep 
Score: -16600685.000000 Penalty: 3828.520264
	Iteration 41Q: 3 clusters Score -1.660068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 130026 members 
Entering Unmasked Estep 
Score: -16600685.000000 Penalty: 3828.520264
	Iteration 42Q: 3 clusters Score -1.660068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 130025 members 
Entering Unmasked Estep 
Score: -16600680.000000 Penalty: 3828.520264
	Iteration 43Q: 3 clusters Score -1.660068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 130023 members 
Entering Unmasked Estep 
Score: -16600701.000000 Penalty: 3828.520264
	Iteration 44Q: 3 clusters Score -1.66007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 130021 members 
Entering Unmasked Estep 
Score: -16600685.000000 Penalty: 3828.520264
	Iteration 45Q: 3 clusters Score -1.660068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 130021 members 
Entering Unmasked Estep 
Score: -16600685.000000 Penalty: 3828.520264
	Iteration 46F: 3 clusters Score -1.660068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Entering Unmasked Estep 
Score: -1561209.500000 Penalty: 1533.589844
	Iteration 0F: 2 clusters Score -1561210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1552395.875000 Penalty: 3067.179688
	Iteration 0F: 3 clusters Score -1552396 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1555471.125000 Penalty: 3067.179688
	Iteration 1F: 3 clusters Score -1555471 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1555722.875000 Penalty: 3067.179688
	Iteration 2F: 3 clusters Score -1555723 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1555935.875000 Penalty: 3067.179688
	Iteration 3Q: 3 clusters Score -1555936 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1556174.125000 Penalty: 3067.179688
	Iteration 4Q: 3 clusters Score -1556174 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1556455.500000 Penalty: 3067.179688
	Iteration 5Q: 3 clusters Score -1556456 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1556765.750000 Penalty: 3067.179688
	Iteration 6Q: 3 clusters Score -1556766 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1557085.625000 Penalty: 3067.179688
	Iteration 7Q: 3 clusters Score -1557086 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1557441.375000 Penalty: 3067.179688
	Iteration 8Q: 3 clusters Score -1557441 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1557798.125000 Penalty: 3067.179688
	Iteration 9Q: 3 clusters Score -1557798 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1558146.500000 Penalty: 3067.179688
	Iteration 10Q: 3 clusters Score -1558146 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1558439.125000 Penalty: 3067.179688
	Iteration 11Q: 3 clusters Score -1558439 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1558672.625000 Penalty: 3067.179688
	Iteration 12Q: 3 clusters Score -1558673 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1558910.000000 Penalty: 3067.179688
	Iteration 13Q: 3 clusters Score -1558910 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1559152.000000 Penalty: 3067.179688
	Iteration 14Q: 3 clusters Score -1559152 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1559339.375000 Penalty: 3067.179688
	Iteration 15Q: 3 clusters Score -1559339 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1559474.375000 Penalty: 3067.179688
	Iteration 16Q: 3 clusters Score -1559474 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1559569.125000 Penalty: 3067.179688
	Iteration 17Q: 3 clusters Score -1559569 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1559645.250000 Penalty: 3067.179688
	Iteration 18Q: 3 clusters Score -1559645 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1559713.000000 Penalty: 3067.179688
	Iteration 19Q: 3 clusters Score -1559713 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1559760.125000 Penalty: 3067.179688
	Iteration 20F: 3 clusters Score -1559760 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1559803.875000 Penalty: 3067.179688
	Iteration 21Q: 3 clusters Score -1559804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1559854.000000 Penalty: 3067.179688
	Iteration 22Q: 3 clusters Score -1559854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1559890.875000 Penalty: 3067.179688
	Iteration 23Q: 3 clusters Score -1559891 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1559922.750000 Penalty: 3067.179688
	Iteration 24Q: 3 clusters Score -1559923 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1559949.625000 Penalty: 3067.179688
	Iteration 25Q: 3 clusters Score -1559950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1559962.625000 Penalty: 3067.179688
	Iteration 26Q: 3 clusters Score -1559963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1559980.125000 Penalty: 3067.179688
	Iteration 27Q: 3 clusters Score -1559980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1559993.750000 Penalty: 3067.179688
	Iteration 28Q: 3 clusters Score -1559994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1560000.375000 Penalty: 3067.179688
	Iteration 29Q: 3 clusters Score -1560000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1560009.000000 Penalty: 3067.179688
	Iteration 30Q: 3 clusters Score -1560009 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1560028.625000 Penalty: 3067.179688
	Iteration 31Q: 3 clusters Score -1560029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1560047.375000 Penalty: 3067.179688
	Iteration 32Q: 3 clusters Score -1560047 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1560075.375000 Penalty: 3067.179688
	Iteration 33Q: 3 clusters Score -1560075 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1560110.875000 Penalty: 3067.179688
	Iteration 34Q: 3 clusters Score -1560111 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1560145.750000 Penalty: 3067.179688
	Iteration 35Q: 3 clusters Score -1560146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1560180.750000 Penalty: 3067.179688
	Iteration 36Q: 3 clusters Score -1560181 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1560213.500000 Penalty: 3067.179688
	Iteration 37Q: 3 clusters Score -1560214 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1560245.500000 Penalty: 3067.179688
	Iteration 38Q: 3 clusters Score -1560246 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1560280.250000 Penalty: 3067.179688
	Iteration 39Q: 3 clusters Score -1560280 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1560312.125000 Penalty: 3067.179688
	Iteration 40F: 3 clusters Score -1560312 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1560347.875000 Penalty: 3067.179688
	Iteration 41Q: 3 clusters Score -1560348 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1560391.125000 Penalty: 3067.179688
	Iteration 42Q: 3 clusters Score -1560391 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1560427.375000 Penalty: 3067.179688
	Iteration 43Q: 3 clusters Score -1560427 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1560468.625000 Penalty: 3067.179688
	Iteration 44Q: 3 clusters Score -1560469 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1560512.000000 Penalty: 3067.179688
	Iteration 45Q: 3 clusters Score -1560512 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1560549.375000 Penalty: 3067.179688
	Iteration 46Q: 3 clusters Score -1560549 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1560584.000000 Penalty: 3067.179688
	Iteration 47Q: 3 clusters Score -1560584 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1560614.000000 Penalty: 3067.179688
	Iteration 48Q: 3 clusters Score -1560614 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1560641.875000 Penalty: 3067.179688
	Iteration 49Q: 3 clusters Score -1560642 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1560673.750000 Penalty: 3067.179688
	Iteration 50Q: 3 clusters Score -1560674 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1560699.250000 Penalty: 3067.179688
	Iteration 51Q: 3 clusters Score -1560699 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1560715.625000 Penalty: 3067.179688
	Iteration 52Q: 3 clusters Score -1560716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1560724.750000 Penalty: 3067.179688
	Iteration 53Q: 3 clusters Score -1560725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1560731.125000 Penalty: 3067.179688
	Iteration 54Q: 3 clusters Score -1560731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1560733.625000 Penalty: 3067.179688
	Iteration 55Q: 3 clusters Score -1560734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1560738.500000 Penalty: 3067.179688
	Iteration 56Q: 3 clusters Score -1560738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1560741.875000 Penalty: 3067.179688
	Iteration 57Q: 3 clusters Score -1560742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1560747.250000 Penalty: 3067.179688
	Iteration 58Q: 3 clusters Score -1560747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1560749.875000 Penalty: 3067.179688
	Iteration 59Q: 3 clusters Score -1560750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1560751.625000 Penalty: 3067.179688
	Iteration 60F: 3 clusters Score -1560752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1560754.875000 Penalty: 3067.179688
	Iteration 61Q: 3 clusters Score -1560755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1560753.750000 Penalty: 3067.179688
	Iteration 62Q: 3 clusters Score -1560754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1560755.625000 Penalty: 3067.179688
	Iteration 63Q: 3 clusters Score -1560756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1560754.250000 Penalty: 3067.179688
	Iteration 64Q: 3 clusters Score -1560754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1560755.500000 Penalty: 3067.179688
	Iteration 65Q: 3 clusters Score -1560756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1560755.125000 Penalty: 3067.179688
	Iteration 66Q: 3 clusters Score -1560755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1560755.750000 Penalty: 3067.179688
	Iteration 67Q: 3 clusters Score -1560756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1560756.000000 Penalty: 3067.179688
	Iteration 68Q: 3 clusters Score -1560756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1560757.125000 Penalty: 3067.179688
	Iteration 69Q: 3 clusters Score -1560757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1560757.125000 Penalty: 3067.179688
	Iteration 70Q: 3 clusters Score -1560757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1560760.375000 Penalty: 3067.179688
	Iteration 71Q: 3 clusters Score -1560760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1560756.625000 Penalty: 3067.179688
	Iteration 72Q: 3 clusters Score -1560757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1560758.500000 Penalty: 3067.179688
	Iteration 73Q: 3 clusters Score -1560758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1560761.750000 Penalty: 3067.179688
	Iteration 74Q: 3 clusters Score -1560762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1560760.125000 Penalty: 3067.179688
	Iteration 75Q: 3 clusters Score -1560760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1560758.125000 Penalty: 3067.179688
	Iteration 76Q: 3 clusters Score -1560758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1560758.625000 Penalty: 3067.179688
	Iteration 77Q: 3 clusters Score -1560759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1560759.250000 Penalty: 3067.179688
	Iteration 78Q: 3 clusters Score -1560759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1560759.250000 Penalty: 3067.179688
	Iteration 79Q: 3 clusters Score -1560759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1560761.875000 Penalty: 3067.179688
	Iteration 80F: 3 clusters Score -1560762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1560760.250000 Penalty: 3067.179688
	Iteration 81Q: 3 clusters Score -1560760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1560762.375000 Penalty: 3067.179688
	Iteration 82Q: 3 clusters Score -1560762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1560762.625000 Penalty: 3067.179688
	Iteration 83Q: 3 clusters Score -1560763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1560762.250000 Penalty: 3067.179688
	Iteration 84Q: 3 clusters Score -1560762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1560762.250000 Penalty: 3067.179688
	Iteration 85F: 3 clusters Score -1560762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -20571.986328 Penalty: 857.693665
	Iteration 0F: 2 clusters Score -20571.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19898.068359 Penalty: 1715.387329
	Iteration 0F: 3 clusters Score -19898.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19982.500000 Penalty: 1715.387329
	Iteration 1F: 3 clusters Score -19982.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20002.818359 Penalty: 1715.387329
	Iteration 2Q: 3 clusters Score -20002.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20019.679688 Penalty: 1715.387329
	Iteration 3Q: 3 clusters Score -20019.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -20022.056641 Penalty: 1715.387329
	Iteration 4Q: 3 clusters Score -20022.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20029.886719 Penalty: 1715.387329
	Iteration 5Q: 3 clusters Score -20029.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -20037.214844 Penalty: 1715.387329
	Iteration 6Q: 3 clusters Score -20037.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -20045.519531 Penalty: 1715.387329
	Iteration 7Q: 3 clusters Score -20045.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -20045.519531 Penalty: 1715.387329
	Iteration 8F: 3 clusters Score -20045.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -107949.945312 Penalty: 1117.728027
	Iteration 0F: 2 clusters Score -107949.9 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 512 members 
Entering Unmasked Estep 
Score: -106510.257812 Penalty: 2235.456055
	Iteration 0F: 3 clusters Score -106510.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -106808.390625 Penalty: 2235.456055
	Iteration 1F: 3 clusters Score -106808.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -106899.960938 Penalty: 2235.456055
	Iteration 2F: 3 clusters Score -106900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -106958.656250 Penalty: 2235.456055
	Iteration 3Q: 3 clusters Score -106958.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -107002.593750 Penalty: 2235.456055
	Iteration 4Q: 3 clusters Score -107002.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -107029.796875 Penalty: 2235.456055
	Iteration 5Q: 3 clusters Score -107029.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -107049.671875 Penalty: 2235.456055
	Iteration 6Q: 3 clusters Score -107049.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -107069.257812 Penalty: 2235.456055
	Iteration 7Q: 3 clusters Score -107069.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -107086.500000 Penalty: 2235.456055
	Iteration 8Q: 3 clusters Score -107086.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -107091.210938 Penalty: 2235.456055
	Iteration 9Q: 3 clusters Score -107091.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -107097.929688 Penalty: 2235.456055
	Iteration 10Q: 3 clusters Score -107097.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -107100.335938 Penalty: 2235.456055
	Iteration 11Q: 3 clusters Score -107100.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -107104.062500 Penalty: 2235.456055
	Iteration 12Q: 3 clusters Score -107104.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -107113.289062 Penalty: 2235.456055
	Iteration 13Q: 3 clusters Score -107113.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -107119.484375 Penalty: 2235.456055
	Iteration 14Q: 3 clusters Score -107119.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -107121.679688 Penalty: 2235.456055
	Iteration 15Q: 3 clusters Score -107121.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -107125.250000 Penalty: 2235.456055
	Iteration 16Q: 3 clusters Score -107125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -107130.007812 Penalty: 2235.456055
	Iteration 17Q: 3 clusters Score -107130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -107132.375000 Penalty: 2235.456055
	Iteration 18Q: 3 clusters Score -107132.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -107135.812500 Penalty: 2235.456055
	Iteration 19Q: 3 clusters Score -107135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -107138.156250 Penalty: 2235.456055
	Iteration 20F: 3 clusters Score -107138.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -107139.132812 Penalty: 2235.456055
	Iteration 21Q: 3 clusters Score -107139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -107139.406250 Penalty: 2235.456055
	Iteration 22Q: 3 clusters Score -107139.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -107139.406250 Penalty: 2235.456055
	Iteration 23F: 3 clusters Score -107139.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Entering Unmasked Estep 
Score: -690759.937500 Penalty: 1398.345581
	Iteration 0F: 2 clusters Score -690759.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -686461.312500 Penalty: 2796.691162
	Iteration 0F: 3 clusters Score -686461.3 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -687705.312500 Penalty: 2796.691162
	Iteration 1F: 3 clusters Score -687705.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -688050.812500 Penalty: 2796.691162
	Iteration 2F: 3 clusters Score -688050.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -688434.375000 Penalty: 2796.691162
	Iteration 3F: 3 clusters Score -688434.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -688855.062500 Penalty: 2796.691162
	Iteration 4F: 3 clusters Score -688855.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -689158.250000 Penalty: 2796.691162
	Iteration 5F: 3 clusters Score -689158.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -689358.187500 Penalty: 2796.691162
	Iteration 6F: 3 clusters Score -689358.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -689474.875000 Penalty: 2796.691162
	Iteration 7Q: 3 clusters Score -689474.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -689560.250000 Penalty: 2796.691162
	Iteration 8Q: 3 clusters Score -689560.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -689607.250000 Penalty: 2796.691162
	Iteration 9Q: 3 clusters Score -689607.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -689636.812500 Penalty: 2796.691162
	Iteration 10Q: 3 clusters Score -689636.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -689657.312500 Penalty: 2796.691162
	Iteration 11Q: 3 clusters Score -689657.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -689678.375000 Penalty: 2796.691162
	Iteration 12Q: 3 clusters Score -689678.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -689693.187500 Penalty: 2796.691162
	Iteration 13Q: 3 clusters Score -689693.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -689704.375000 Penalty: 2796.691162
	Iteration 14Q: 3 clusters Score -689704.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -689709.250000 Penalty: 2796.691162
	Iteration 15Q: 3 clusters Score -689709.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -689712.187500 Penalty: 2796.691162
	Iteration 16Q: 3 clusters Score -689712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -689712.250000 Penalty: 2796.691162
	Iteration 17Q: 3 clusters Score -689712.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -689713.250000 Penalty: 2796.691162
	Iteration 18Q: 3 clusters Score -689713.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -689715.625000 Penalty: 2796.691162
	Iteration 19Q: 3 clusters Score -689715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -689716.375000 Penalty: 2796.691162
	Iteration 20F: 3 clusters Score -689716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -689717.125000 Penalty: 2796.691162
	Iteration 21Q: 3 clusters Score -689717.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -689718.437500 Penalty: 2796.691162
	Iteration 22Q: 3 clusters Score -689718.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -689718.437500 Penalty: 2796.691162
	Iteration 23F: 3 clusters Score -689718.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Entering Unmasked Estep 
Score: -1232985.125000 Penalty: 1498.538452
	Iteration 0F: 2 clusters Score -1232985 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 5051 members 
Entering Unmasked Estep 
Score: -1225743.750000 Penalty: 2997.076904
	Iteration 0F: 3 clusters Score -1225744 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1228514.875000 Penalty: 2997.076904
	Iteration 1F: 3 clusters Score -1228515 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1229011.250000 Penalty: 2997.076904
	Iteration 2F: 3 clusters Score -1229011 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1229430.625000 Penalty: 2997.076904
	Iteration 3F: 3 clusters Score -1229431 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1229770.250000 Penalty: 2997.076904
	Iteration 4F: 3 clusters Score -1229770 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1230086.875000 Penalty: 2997.076904
	Iteration 5F: 3 clusters Score -1230087 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1230345.625000 Penalty: 2997.076904
	Iteration 6Q: 3 clusters Score -1230346 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1230590.000000 Penalty: 2997.076904
	Iteration 7Q: 3 clusters Score -1230590 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1230821.500000 Penalty: 2997.076904
	Iteration 8Q: 3 clusters Score -1230822 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1231019.875000 Penalty: 2997.076904
	Iteration 9Q: 3 clusters Score -1231020 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1231173.250000 Penalty: 2997.076904
	Iteration 10Q: 3 clusters Score -1231173 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1231297.375000 Penalty: 2997.076904
	Iteration 11Q: 3 clusters Score -1231297 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1231385.375000 Penalty: 2997.076904
	Iteration 12Q: 3 clusters Score -1231385 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1231442.750000 Penalty: 2997.076904
	Iteration 13Q: 3 clusters Score -1231443 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1231484.750000 Penalty: 2997.076904
	Iteration 14Q: 3 clusters Score -1231485 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1231511.875000 Penalty: 2997.076904
	Iteration 15Q: 3 clusters Score -1231512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1231538.000000 Penalty: 2997.076904
	Iteration 16Q: 3 clusters Score -1231538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1231566.000000 Penalty: 2997.076904
	Iteration 17Q: 3 clusters Score -1231566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1231582.750000 Penalty: 2997.076904
	Iteration 18Q: 3 clusters Score -1231583 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1231599.500000 Penalty: 2997.076904
	Iteration 19Q: 3 clusters Score -1231600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1231611.875000 Penalty: 2997.076904
	Iteration 20F: 3 clusters Score -1231612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1231630.375000 Penalty: 2997.076904
	Iteration 21Q: 3 clusters Score -1231630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1231638.250000 Penalty: 2997.076904
	Iteration 22Q: 3 clusters Score -1231638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1231650.625000 Penalty: 2997.076904
	Iteration 23Q: 3 clusters Score -1231651 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1231665.750000 Penalty: 2997.076904
	Iteration 24Q: 3 clusters Score -1231666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1231674.625000 Penalty: 2997.076904
	Iteration 25Q: 3 clusters Score -1231675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1231680.875000 Penalty: 2997.076904
	Iteration 26Q: 3 clusters Score -1231681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1231683.875000 Penalty: 2997.076904
	Iteration 27Q: 3 clusters Score -1231684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1231685.500000 Penalty: 2997.076904
	Iteration 28Q: 3 clusters Score -1231686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1231689.875000 Penalty: 2997.076904
	Iteration 29Q: 3 clusters Score -1231690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1231693.750000 Penalty: 2997.076904
	Iteration 30Q: 3 clusters Score -1231694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1231698.625000 Penalty: 2997.076904
	Iteration 31Q: 3 clusters Score -1231699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1231700.500000 Penalty: 2997.076904
	Iteration 32Q: 3 clusters Score -1231700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1231707.000000 Penalty: 2997.076904
	Iteration 33Q: 3 clusters Score -1231707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1231709.375000 Penalty: 2997.076904
	Iteration 34Q: 3 clusters Score -1231709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1231725.625000 Penalty: 2997.076904
	Iteration 35Q: 3 clusters Score -1231726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1231735.500000 Penalty: 2997.076904
	Iteration 36Q: 3 clusters Score -1231736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1231744.000000 Penalty: 2997.076904
	Iteration 37Q: 3 clusters Score -1231744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1231759.625000 Penalty: 2997.076904
	Iteration 38Q: 3 clusters Score -1231760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1231769.500000 Penalty: 2997.076904
	Iteration 39Q: 3 clusters Score -1231770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1231782.375000 Penalty: 2997.076904
	Iteration 40F: 3 clusters Score -1231782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1231791.500000 Penalty: 2997.076904
	Iteration 41Q: 3 clusters Score -1231792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1231799.375000 Penalty: 2997.076904
	Iteration 42Q: 3 clusters Score -1231799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1231811.750000 Penalty: 2997.076904
	Iteration 43Q: 3 clusters Score -1231812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1231818.250000 Penalty: 2997.076904
	Iteration 44Q: 3 clusters Score -1231818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1231827.750000 Penalty: 2997.076904
	Iteration 45Q: 3 clusters Score -1231828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1231836.750000 Penalty: 2997.076904
	Iteration 46Q: 3 clusters Score -1231837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1231845.000000 Penalty: 2997.076904
	Iteration 47Q: 3 clusters Score -1231845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1231847.875000 Penalty: 2997.076904
	Iteration 48Q: 3 clusters Score -1231848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1231852.125000 Penalty: 2997.076904
	Iteration 49Q: 3 clusters Score -1231852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1231857.125000 Penalty: 2997.076904
	Iteration 50Q: 3 clusters Score -1231857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1231864.500000 Penalty: 2997.076904
	Iteration 51Q: 3 clusters Score -1231864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1231871.000000 Penalty: 2997.076904
	Iteration 52Q: 3 clusters Score -1231871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1231874.750000 Penalty: 2997.076904
	Iteration 53Q: 3 clusters Score -1231875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1231879.875000 Penalty: 2997.076904
	Iteration 54Q: 3 clusters Score -1231880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1231883.250000 Penalty: 2997.076904
	Iteration 55Q: 3 clusters Score -1231883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1231887.500000 Penalty: 2997.076904
	Iteration 56Q: 3 clusters Score -1231888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1231893.750000 Penalty: 2997.076904
	Iteration 57Q: 3 clusters Score -1231894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1231893.375000 Penalty: 2997.076904
	Iteration 58Q: 3 clusters Score -1231893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1231899.750000 Penalty: 2997.076904
	Iteration 59Q: 3 clusters Score -1231900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1231908.000000 Penalty: 2997.076904
	Iteration 60F: 3 clusters Score -1231908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1231911.000000 Penalty: 2997.076904
	Iteration 61Q: 3 clusters Score -1231911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1231910.125000 Penalty: 2997.076904
	Iteration 62Q: 3 clusters Score -1231910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1231913.375000 Penalty: 2997.076904
	Iteration 63Q: 3 clusters Score -1231913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1231914.750000 Penalty: 2997.076904
	Iteration 64Q: 3 clusters Score -1231915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1231918.625000 Penalty: 2997.076904
	Iteration 65Q: 3 clusters Score -1231919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1231918.125000 Penalty: 2997.076904
	Iteration 66Q: 3 clusters Score -1231918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1231919.250000 Penalty: 2997.076904
	Iteration 67Q: 3 clusters Score -1231919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1231921.250000 Penalty: 2997.076904
	Iteration 68Q: 3 clusters Score -1231921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1231923.125000 Penalty: 2997.076904
	Iteration 69Q: 3 clusters Score -1231923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1231925.750000 Penalty: 2997.076904
	Iteration 70Q: 3 clusters Score -1231926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1231926.000000 Penalty: 2997.076904
	Iteration 71Q: 3 clusters Score -1231926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1231926.375000 Penalty: 2997.076904
	Iteration 72Q: 3 clusters Score -1231926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1231925.125000 Penalty: 2997.076904
	Iteration 73Q: 3 clusters Score -1231925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1231924.125000 Penalty: 2997.076904
	Iteration 74Q: 3 clusters Score -1231924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1231924.125000 Penalty: 2997.076904
	Iteration 75F: 3 clusters Score -1231924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (132761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132761 members 
Entering Unmasked Estep 
Score: -16975674.000000 Penalty: 1916.899658
	Iteration 0F: 2 clusters Score -1.697567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -16894392.000000 Penalty: 3833.799316
	Iteration 0F: 3 clusters Score -1.689439e+07 nChanged 63812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75607 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -16933950.000000 Penalty: 3833.799316
	Iteration 1F: 3 clusters Score -1.693395e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -16936696.000000 Penalty: 3833.799316
	Iteration 2F: 3 clusters Score -1.69367e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -16941254.000000 Penalty: 3833.799316
	Iteration 3F: 3 clusters Score -1.694125e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97354 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -16947512.000000 Penalty: 3833.799316
	Iteration 4F: 3 clusters Score -1.694751e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106929 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -16955022.000000 Penalty: 3833.799316
	Iteration 5F: 3 clusters Score -1.695502e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115595 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -16964266.000000 Penalty: 3833.799316
	Iteration 6F: 3 clusters Score -1.696427e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122902 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -16969826.000000 Penalty: 3833.799316
	Iteration 7F: 3 clusters Score -1.696983e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127976 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -16972474.000000 Penalty: 3833.799316
	Iteration 8Q: 3 clusters Score -1.697247e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130662 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -16973398.000000 Penalty: 3833.799316
	Iteration 9Q: 3 clusters Score -1.69734e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131858 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -16973772.000000 Penalty: 3833.799316
	Iteration 10Q: 3 clusters Score -1.697377e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132285 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -16973914.000000 Penalty: 3833.799316
	Iteration 11Q: 3 clusters Score -1.697391e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132410 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -16973986.000000 Penalty: 3833.799316
	Iteration 12Q: 3 clusters Score -1.697399e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132461 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -16974010.000000 Penalty: 3833.799316
	Iteration 13Q: 3 clusters Score -1.697401e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132487 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16974044.000000 Penalty: 3833.799316
	Iteration 14Q: 3 clusters Score -1.697404e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132501 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16974066.000000 Penalty: 3833.799316
	Iteration 15Q: 3 clusters Score -1.697407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132508 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16974070.000000 Penalty: 3833.799316
	Iteration 16Q: 3 clusters Score -1.697407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132512 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -16974092.000000 Penalty: 3833.799316
	Iteration 17Q: 3 clusters Score -1.697409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132516 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -16974094.000000 Penalty: 3833.799316
	Iteration 18Q: 3 clusters Score -1.697409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132520 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16974102.000000 Penalty: 3833.799316
	Iteration 19Q: 3 clusters Score -1.69741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132523 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16974098.000000 Penalty: 3833.799316
	Iteration 20F: 3 clusters Score -1.69741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132527 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16974124.000000 Penalty: 3833.799316
	Iteration 21Q: 3 clusters Score -1.697412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132529 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16974126.000000 Penalty: 3833.799316
	Iteration 22Q: 3 clusters Score -1.697413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132531 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16974128.000000 Penalty: 3833.799316
	Iteration 23Q: 3 clusters Score -1.697413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132531 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16974142.000000 Penalty: 3833.799316
	Iteration 24Q: 3 clusters Score -1.697414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132532 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16974138.000000 Penalty: 3833.799316
	Iteration 25Q: 3 clusters Score -1.697414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132533 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16974138.000000 Penalty: 3833.799316
	Iteration 26Q: 3 clusters Score -1.697414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132533 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16974130.000000 Penalty: 3833.799316
	Iteration 27Q: 3 clusters Score -1.697413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132533 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16974130.000000 Penalty: 3833.799316
	Iteration 28F: 3 clusters Score -1.697413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -545389.750000 Penalty: 1382.115112
	Iteration 0F: 2 clusters Score -545389.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -541526.500000 Penalty: 2764.230225
	Iteration 0F: 3 clusters Score -541526.5 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -542807.062500 Penalty: 2764.230225
	Iteration 1F: 3 clusters Score -542807.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -543314.000000 Penalty: 2764.230225
	Iteration 2F: 3 clusters Score -543314 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -543807.062500 Penalty: 2764.230225
	Iteration 3F: 3 clusters Score -543807.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -544341.625000 Penalty: 2764.230225
	Iteration 4F: 3 clusters Score -544341.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -544808.062500 Penalty: 2764.230225
	Iteration 5F: 3 clusters Score -544808.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -545107.875000 Penalty: 2764.230225
	Iteration 6F: 3 clusters Score -545107.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -545317.062500 Penalty: 2764.230225
	Iteration 7Q: 3 clusters Score -545317.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -545486.562500 Penalty: 2764.230225
	Iteration 8Q: 3 clusters Score -545486.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -545625.875000 Penalty: 2764.230225
	Iteration 9Q: 3 clusters Score -545625.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -545733.687500 Penalty: 2764.230225
	Iteration 10Q: 3 clusters Score -545733.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -545818.312500 Penalty: 2764.230225
	Iteration 11Q: 3 clusters Score -545818.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -545888.750000 Penalty: 2764.230225
	Iteration 12Q: 3 clusters Score -545888.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -545963.750000 Penalty: 2764.230225
	Iteration 13Q: 3 clusters Score -545963.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -546018.000000 Penalty: 2764.230225
	Iteration 14Q: 3 clusters Score -546018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -546039.250000 Penalty: 2764.230225
	Iteration 15Q: 3 clusters Score -546039.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -546054.000000 Penalty: 2764.230225
	Iteration 16Q: 3 clusters Score -546054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -546068.187500 Penalty: 2764.230225
	Iteration 17Q: 3 clusters Score -546068.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -546078.875000 Penalty: 2764.230225
	Iteration 18Q: 3 clusters Score -546078.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -546089.250000 Penalty: 2764.230225
	Iteration 19Q: 3 clusters Score -546089.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -546094.937500 Penalty: 2764.230225
	Iteration 20F: 3 clusters Score -546094.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -546099.562500 Penalty: 2764.230225
	Iteration 21Q: 3 clusters Score -546099.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -546103.312500 Penalty: 2764.230225
	Iteration 22Q: 3 clusters Score -546103.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -546107.062500 Penalty: 2764.230225
	Iteration 23Q: 3 clusters Score -546107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -546108.000000 Penalty: 2764.230225
	Iteration 24Q: 3 clusters Score -546108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -546107.875000 Penalty: 2764.230225
	Iteration 25Q: 3 clusters Score -546107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -546107.562500 Penalty: 2764.230225
	Iteration 26Q: 3 clusters Score -546107.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -546107.562500 Penalty: 2764.230225
	Iteration 27F: 3 clusters Score -546107.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17743 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30590 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 291 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7686 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12550 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 1892 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88482 members 
Mstep: Class 30 contains 4852 members 
Mstep: Class 31 contains 3049 members 
Entering Unmasked Estep 
Score: -108941328.000000 Penalty: 68979.507812
Splitting cluster 26 changes total score from -108941336.000000 to -108941328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (7321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Entering Unmasked Estep 
Score: -913492.750000 Penalty: 1446.006592
	Iteration 0F: 2 clusters Score -913492.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -908080.500000 Penalty: 2892.013184
	Iteration 0F: 3 clusters Score -908080.5 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -909964.500000 Penalty: 2892.013184
	Iteration 1F: 3 clusters Score -909964.5 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -910666.250000 Penalty: 2892.013184
	Iteration 2F: 3 clusters Score -910666.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -911573.687500 Penalty: 2892.013184
	Iteration 3F: 3 clusters Score -911573.7 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -912285.062500 Penalty: 2892.013184
	Iteration 4F: 3 clusters Score -912285.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -912654.125000 Penalty: 2892.013184
	Iteration 5F: 3 clusters Score -912654.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -912799.625000 Penalty: 2892.013184
	Iteration 6Q: 3 clusters Score -912799.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -912857.437500 Penalty: 2892.013184
	Iteration 7Q: 3 clusters Score -912857.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -912893.937500 Penalty: 2892.013184
	Iteration 8Q: 3 clusters Score -912893.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -912913.812500 Penalty: 2892.013184
	Iteration 9Q: 3 clusters Score -912913.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -912921.500000 Penalty: 2892.013184
	Iteration 10Q: 3 clusters Score -912921.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -912927.750000 Penalty: 2892.013184
	Iteration 11Q: 3 clusters Score -912927.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -912932.000000 Penalty: 2892.013184
	Iteration 12Q: 3 clusters Score -912932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -912933.062500 Penalty: 2892.013184
	Iteration 13Q: 3 clusters Score -912933.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -912934.375000 Penalty: 2892.013184
	Iteration 14Q: 3 clusters Score -912934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -912934.625000 Penalty: 2892.013184
	Iteration 15Q: 3 clusters Score -912934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -912935.500000 Penalty: 2892.013184
	Iteration 16Q: 3 clusters Score -912935.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -912934.375000 Penalty: 2892.013184
	Iteration 17Q: 3 clusters Score -912934.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -912934.375000 Penalty: 2892.013184
	Iteration 18F: 3 clusters Score -912934.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Entering Unmasked Estep 
Score: -917863.312500 Penalty: 1445.027100
	Iteration 0F: 2 clusters Score -917863.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -912505.750000 Penalty: 2890.054199
	Iteration 0F: 3 clusters Score -912505.8 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -914182.062500 Penalty: 2890.054199
	Iteration 1F: 3 clusters Score -914182.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -914449.062500 Penalty: 2890.054199
	Iteration 2F: 3 clusters Score -914449.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -914684.562500 Penalty: 2890.054199
	Iteration 3F: 3 clusters Score -914684.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -914969.187500 Penalty: 2890.054199
	Iteration 4F: 3 clusters Score -914969.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -915290.375000 Penalty: 2890.054199
	Iteration 5F: 3 clusters Score -915290.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -915591.125000 Penalty: 2890.054199
	Iteration 6F: 3 clusters Score -915591.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -915848.500000 Penalty: 2890.054199
	Iteration 7F: 3 clusters Score -915848.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -916085.750000 Penalty: 2890.054199
	Iteration 8Q: 3 clusters Score -916085.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -916309.000000 Penalty: 2890.054199
	Iteration 9Q: 3 clusters Score -916309 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -916501.125000 Penalty: 2890.054199
	Iteration 10Q: 3 clusters Score -916501.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -916644.875000 Penalty: 2890.054199
	Iteration 11Q: 3 clusters Score -916644.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -916754.250000 Penalty: 2890.054199
	Iteration 12Q: 3 clusters Score -916754.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -916837.687500 Penalty: 2890.054199
	Iteration 13Q: 3 clusters Score -916837.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -916907.187500 Penalty: 2890.054199
	Iteration 14Q: 3 clusters Score -916907.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -916975.062500 Penalty: 2890.054199
	Iteration 15Q: 3 clusters Score -916975.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -917043.562500 Penalty: 2890.054199
	Iteration 16Q: 3 clusters Score -917043.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -917097.562500 Penalty: 2890.054199
	Iteration 17Q: 3 clusters Score -917097.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -917148.187500 Penalty: 2890.054199
	Iteration 18Q: 3 clusters Score -917148.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -917188.375000 Penalty: 2890.054199
	Iteration 19Q: 3 clusters Score -917188.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -917220.500000 Penalty: 2890.054199
	Iteration 20F: 3 clusters Score -917220.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -917248.687500 Penalty: 2890.054199
	Iteration 21Q: 3 clusters Score -917248.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -917275.875000 Penalty: 2890.054199
	Iteration 22Q: 3 clusters Score -917275.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -917297.937500 Penalty: 2890.054199
	Iteration 23Q: 3 clusters Score -917297.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -917314.625000 Penalty: 2890.054199
	Iteration 24Q: 3 clusters Score -917314.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -917328.750000 Penalty: 2890.054199
	Iteration 25Q: 3 clusters Score -917328.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -917338.687500 Penalty: 2890.054199
	Iteration 26Q: 3 clusters Score -917338.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -917347.937500 Penalty: 2890.054199
	Iteration 27Q: 3 clusters Score -917347.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -917358.375000 Penalty: 2890.054199
	Iteration 28Q: 3 clusters Score -917358.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -917359.750000 Penalty: 2890.054199
	Iteration 29Q: 3 clusters Score -917359.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -917363.937500 Penalty: 2890.054199
	Iteration 30Q: 3 clusters Score -917363.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -917368.625000 Penalty: 2890.054199
	Iteration 31Q: 3 clusters Score -917368.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -917369.187500 Penalty: 2890.054199
	Iteration 32Q: 3 clusters Score -917369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -917371.625000 Penalty: 2890.054199
	Iteration 33Q: 3 clusters Score -917371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -917372.937500 Penalty: 2890.054199
	Iteration 34Q: 3 clusters Score -917372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -917372.937500 Penalty: 2890.054199
	Iteration 35F: 3 clusters Score -917372.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (88482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88482 members 
Entering Unmasked Estep 
Score: -10488412.000000 Penalty: 1850.965088
	Iteration 0F: 2 clusters Score -1.048841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -10429635.000000 Penalty: 3701.930176
	Iteration 0F: 3 clusters Score -1.042964e+07 nChanged 41969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -10454392.000000 Penalty: 3701.930176
	Iteration 1F: 3 clusters Score -1.045439e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -10455534.000000 Penalty: 3701.930176
	Iteration 2Q: 3 clusters Score -1.045553e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -10457073.000000 Penalty: 3701.930176
	Iteration 3Q: 3 clusters Score -1.045707e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -10459008.000000 Penalty: 3701.930176
	Iteration 4Q: 3 clusters Score -1.045901e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -10461574.000000 Penalty: 3701.930176
	Iteration 5F: 3 clusters Score -1.046157e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -10464515.000000 Penalty: 3701.930176
	Iteration 6F: 3 clusters Score -1.046452e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -10467794.000000 Penalty: 3701.930176
	Iteration 7F: 3 clusters Score -1.046779e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -10470822.000000 Penalty: 3701.930176
	Iteration 8F: 3 clusters Score -1.047082e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -10473056.000000 Penalty: 3701.930176
	Iteration 9Q: 3 clusters Score -1.047306e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -10474238.000000 Penalty: 3701.930176
	Iteration 10Q: 3 clusters Score -1.047424e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -10474819.000000 Penalty: 3701.930176
	Iteration 11Q: 3 clusters Score -1.047482e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -10475190.000000 Penalty: 3701.930176
	Iteration 12Q: 3 clusters Score -1.047519e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -10475389.000000 Penalty: 3701.930176
	Iteration 13Q: 3 clusters Score -1.047539e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -10475524.000000 Penalty: 3701.930176
	Iteration 14Q: 3 clusters Score -1.047552e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -10475717.000000 Penalty: 3701.930176
	Iteration 15Q: 3 clusters Score -1.047572e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -10475879.000000 Penalty: 3701.930176
	Iteration 16Q: 3 clusters Score -1.047588e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -10476074.000000 Penalty: 3701.930176
	Iteration 17Q: 3 clusters Score -1.047607e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -10476222.000000 Penalty: 3701.930176
	Iteration 18Q: 3 clusters Score -1.047622e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -10476372.000000 Penalty: 3701.930176
	Iteration 19Q: 3 clusters Score -1.047637e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -10476634.000000 Penalty: 3701.930176
	Iteration 20F: 3 clusters Score -1.047663e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -10476887.000000 Penalty: 3701.930176
	Iteration 21Q: 3 clusters Score -1.047689e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -10477050.000000 Penalty: 3701.930176
	Iteration 22Q: 3 clusters Score -1.047705e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -10477280.000000 Penalty: 3701.930176
	Iteration 23Q: 3 clusters Score -1.047728e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -10477549.000000 Penalty: 3701.930176
	Iteration 24Q: 3 clusters Score -1.047755e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -10477805.000000 Penalty: 3701.930176
	Iteration 25Q: 3 clusters Score -1.04778e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -10478109.000000 Penalty: 3701.930176
	Iteration 26Q: 3 clusters Score -1.047811e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -10478444.000000 Penalty: 3701.930176
	Iteration 27Q: 3 clusters Score -1.047844e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 65779 members 
Entering Unmasked Estep 
Score: -10478811.000000 Penalty: 3701.930176
	Iteration 28Q: 3 clusters Score -1.047881e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -10479238.000000 Penalty: 3701.930176
	Iteration 29Q: 3 clusters Score -1.047924e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -10479630.000000 Penalty: 3701.930176
	Iteration 30Q: 3 clusters Score -1.047963e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 69471 members 
Entering Unmasked Estep 
Score: -10480071.000000 Penalty: 3701.930176
	Iteration 31Q: 3 clusters Score -1.048007e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -10480589.000000 Penalty: 3701.930176
	Iteration 32Q: 3 clusters Score -1.048059e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 72045 members 
Entering Unmasked Estep 
Score: -10481012.000000 Penalty: 3701.930176
	Iteration 33Q: 3 clusters Score -1.048101e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 73256 members 
Entering Unmasked Estep 
Score: -10481443.000000 Penalty: 3701.930176
	Iteration 34Q: 3 clusters Score -1.048144e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -10481866.000000 Penalty: 3701.930176
	Iteration 35Q: 3 clusters Score -1.048187e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 75419 members 
Entering Unmasked Estep 
Score: -10482181.000000 Penalty: 3701.930176
	Iteration 36Q: 3 clusters Score -1.048218e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 76458 members 
Entering Unmasked Estep 
Score: -10482550.000000 Penalty: 3701.930176
	Iteration 37Q: 3 clusters Score -1.048255e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 77454 members 
Entering Unmasked Estep 
Score: -10482894.000000 Penalty: 3701.930176
	Iteration 38Q: 3 clusters Score -1.048289e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -10483274.000000 Penalty: 3701.930176
	Iteration 39Q: 3 clusters Score -1.048327e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -10483671.000000 Penalty: 3701.930176
	Iteration 40F: 3 clusters Score -1.048367e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -10484000.000000 Penalty: 3701.930176
	Iteration 41Q: 3 clusters Score -1.0484e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 80981 members 
Entering Unmasked Estep 
Score: -10484338.000000 Penalty: 3701.930176
	Iteration 42Q: 3 clusters Score -1.048434e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -10484614.000000 Penalty: 3701.930176
	Iteration 43Q: 3 clusters Score -1.048461e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -10484899.000000 Penalty: 3701.930176
	Iteration 44Q: 3 clusters Score -1.04849e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 82990 members 
Entering Unmasked Estep 
Score: -10485181.000000 Penalty: 3701.930176
	Iteration 45Q: 3 clusters Score -1.048518e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 83595 members 
Entering Unmasked Estep 
Score: -10485467.000000 Penalty: 3701.930176
	Iteration 46Q: 3 clusters Score -1.048547e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -10485740.000000 Penalty: 3701.930176
	Iteration 47Q: 3 clusters Score -1.048574e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 84566 members 
Entering Unmasked Estep 
Score: -10485943.000000 Penalty: 3701.930176
	Iteration 48Q: 3 clusters Score -1.048594e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 84967 members 
Entering Unmasked Estep 
Score: -10486073.000000 Penalty: 3701.930176
	Iteration 49Q: 3 clusters Score -1.048607e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 85317 members 
Entering Unmasked Estep 
Score: -10486234.000000 Penalty: 3701.930176
	Iteration 50Q: 3 clusters Score -1.048623e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -10486358.000000 Penalty: 3701.930176
	Iteration 51Q: 3 clusters Score -1.048636e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 85894 members 
Entering Unmasked Estep 
Score: -10486449.000000 Penalty: 3701.930176
	Iteration 52Q: 3 clusters Score -1.048645e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 86130 members 
Entering Unmasked Estep 
Score: -10486577.000000 Penalty: 3701.930176
	Iteration 53Q: 3 clusters Score -1.048658e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 86357 members 
Entering Unmasked Estep 
Score: -10486687.000000 Penalty: 3701.930176
	Iteration 54Q: 3 clusters Score -1.048669e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 86533 members 
Entering Unmasked Estep 
Score: -10486760.000000 Penalty: 3701.930176
	Iteration 55Q: 3 clusters Score -1.048676e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
Score: -10486842.000000 Penalty: 3701.930176
	Iteration 56Q: 3 clusters Score -1.048684e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -10486907.000000 Penalty: 3701.930176
	Iteration 57Q: 3 clusters Score -1.048691e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 86927 members 
Entering Unmasked Estep 
Score: -10486956.000000 Penalty: 3701.930176
	Iteration 58Q: 3 clusters Score -1.048696e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 87019 members 
Entering Unmasked Estep 
Score: -10486989.000000 Penalty: 3701.930176
	Iteration 59Q: 3 clusters Score -1.048699e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -10487019.000000 Penalty: 3701.930176
	Iteration 60F: 3 clusters Score -1.048702e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -10487028.000000 Penalty: 3701.930176
	Iteration 61Q: 3 clusters Score -1.048703e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 87214 members 
Entering Unmasked Estep 
Score: -10487059.000000 Penalty: 3701.930176
	Iteration 62Q: 3 clusters Score -1.048706e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 87256 members 
Entering Unmasked Estep 
Score: -10487070.000000 Penalty: 3701.930176
	Iteration 63Q: 3 clusters Score -1.048707e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 87281 members 
Entering Unmasked Estep 
Score: -10487092.000000 Penalty: 3701.930176
	Iteration 64Q: 3 clusters Score -1.048709e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 87305 members 
Entering Unmasked Estep 
Score: -10487105.000000 Penalty: 3701.930176
	Iteration 65Q: 3 clusters Score -1.04871e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 87322 members 
Entering Unmasked Estep 
Score: -10487125.000000 Penalty: 3701.930176
	Iteration 66Q: 3 clusters Score -1.048712e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 87340 members 
Entering Unmasked Estep 
Score: -10487146.000000 Penalty: 3701.930176
	Iteration 67Q: 3 clusters Score -1.048715e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 87360 members 
Entering Unmasked Estep 
Score: -10487145.000000 Penalty: 3701.930176
	Iteration 68Q: 3 clusters Score -1.048714e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -10487152.000000 Penalty: 3701.930176
	Iteration 69Q: 3 clusters Score -1.048715e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 87390 members 
Entering Unmasked Estep 
Score: -10487151.000000 Penalty: 3701.930176
	Iteration 70Q: 3 clusters Score -1.048715e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 87404 members 
Entering Unmasked Estep 
Score: -10487166.000000 Penalty: 3701.930176
	Iteration 71Q: 3 clusters Score -1.048717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 87419 members 
Entering Unmasked Estep 
Score: -10487146.000000 Penalty: 3701.930176
	Iteration 72Q: 3 clusters Score -1.048715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -10487145.000000 Penalty: 3701.930176
	Iteration 73Q: 3 clusters Score -1.048714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 87423 members 
Entering Unmasked Estep 
Score: -10487157.000000 Penalty: 3701.930176
	Iteration 74Q: 3 clusters Score -1.048716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 87427 members 
Entering Unmasked Estep 
Score: -10487154.000000 Penalty: 3701.930176
	Iteration 75Q: 3 clusters Score -1.048715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -10487163.000000 Penalty: 3701.930176
	Iteration 76Q: 3 clusters Score -1.048716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 87431 members 
Entering Unmasked Estep 
Score: -10487175.000000 Penalty: 3701.930176
	Iteration 77Q: 3 clusters Score -1.048718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -10487174.000000 Penalty: 3701.930176
	Iteration 78Q: 3 clusters Score -1.048717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 87441 members 
Entering Unmasked Estep 
Score: -10487175.000000 Penalty: 3701.930176
	Iteration 79Q: 3 clusters Score -1.048718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 87443 members 
Entering Unmasked Estep 
Score: -10487163.000000 Penalty: 3701.930176
	Iteration 80F: 3 clusters Score -1.048716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 87445 members 
Entering Unmasked Estep 
Score: -10487172.000000 Penalty: 3701.930176
	Iteration 81Q: 3 clusters Score -1.048717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -10487174.000000 Penalty: 3701.930176
	Iteration 82Q: 3 clusters Score -1.048717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -10487174.000000 Penalty: 3701.930176
	Iteration 83Q: 3 clusters Score -1.048717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 87458 members 
Entering Unmasked Estep 
Score: -10487179.000000 Penalty: 3701.930176
	Iteration 84Q: 3 clusters Score -1.048718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 87461 members 
Entering Unmasked Estep 
Score: -10487175.000000 Penalty: 3701.930176
	Iteration 85Q: 3 clusters Score -1.048718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -10487180.000000 Penalty: 3701.930176
	Iteration 86Q: 3 clusters Score -1.048718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 87470 members 
Entering Unmasked Estep 
Score: -10487180.000000 Penalty: 3701.930176
	Iteration 87Q: 3 clusters Score -1.048718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 87471 members 
Entering Unmasked Estep 
Score: -10487179.000000 Penalty: 3701.930176
	Iteration 88Q: 3 clusters Score -1.048718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 87471 members 
Entering Unmasked Estep 
Score: -10487179.000000 Penalty: 3701.930176
	Iteration 89F: 3 clusters Score -1.048718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Entering Unmasked Estep 
Score: -540731.062500 Penalty: 1379.161255
	Iteration 0F: 2 clusters Score -540731.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -536969.875000 Penalty: 2758.322510
	Iteration 0F: 3 clusters Score -536969.9 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -538260.562500 Penalty: 2758.322510
	Iteration 1F: 3 clusters Score -538260.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -538568.937500 Penalty: 2758.322510
	Iteration 2F: 3 clusters Score -538568.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -538797.812500 Penalty: 2758.322510
	Iteration 3F: 3 clusters Score -538797.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -538982.625000 Penalty: 2758.322510
	Iteration 4F: 3 clusters Score -538982.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -539146.937500 Penalty: 2758.322510
	Iteration 5Q: 3 clusters Score -539146.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -539310.125000 Penalty: 2758.322510
	Iteration 6Q: 3 clusters Score -539310.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -539463.562500 Penalty: 2758.322510
	Iteration 7Q: 3 clusters Score -539463.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -539576.187500 Penalty: 2758.322510
	Iteration 8Q: 3 clusters Score -539576.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -539643.625000 Penalty: 2758.322510
	Iteration 9Q: 3 clusters Score -539643.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -539709.125000 Penalty: 2758.322510
	Iteration 10Q: 3 clusters Score -539709.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -539744.562500 Penalty: 2758.322510
	Iteration 11Q: 3 clusters Score -539744.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -539771.125000 Penalty: 2758.322510
	Iteration 12Q: 3 clusters Score -539771.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -539794.000000 Penalty: 2758.322510
	Iteration 13Q: 3 clusters Score -539794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -539808.375000 Penalty: 2758.322510
	Iteration 14Q: 3 clusters Score -539808.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -539818.375000 Penalty: 2758.322510
	Iteration 15Q: 3 clusters Score -539818.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -539827.750000 Penalty: 2758.322510
	Iteration 16Q: 3 clusters Score -539827.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -539834.000000 Penalty: 2758.322510
	Iteration 17Q: 3 clusters Score -539834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -539844.000000 Penalty: 2758.322510
	Iteration 18Q: 3 clusters Score -539844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -539850.062500 Penalty: 2758.322510
	Iteration 19Q: 3 clusters Score -539850.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -539854.562500 Penalty: 2758.322510
	Iteration 20F: 3 clusters Score -539854.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -539857.437500 Penalty: 2758.322510
	Iteration 21Q: 3 clusters Score -539857.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -539862.062500 Penalty: 2758.322510
	Iteration 22Q: 3 clusters Score -539862.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -539866.375000 Penalty: 2758.322510
	Iteration 23Q: 3 clusters Score -539866.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -539869.937500 Penalty: 2758.322510
	Iteration 24Q: 3 clusters Score -539869.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -539871.750000 Penalty: 2758.322510
	Iteration 25Q: 3 clusters Score -539871.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -539872.875000 Penalty: 2758.322510
	Iteration 26Q: 3 clusters Score -539872.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -539874.187500 Penalty: 2758.322510
	Iteration 27Q: 3 clusters Score -539874.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -539875.187500 Penalty: 2758.322510
	Iteration 28Q: 3 clusters Score -539875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -539877.437500 Penalty: 2758.322510
	Iteration 29Q: 3 clusters Score -539877.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -539878.187500 Penalty: 2758.322510
	Iteration 30Q: 3 clusters Score -539878.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -539879.312500 Penalty: 2758.322510
	Iteration 31Q: 3 clusters Score -539879.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -539881.187500 Penalty: 2758.322510
	Iteration 32Q: 3 clusters Score -539881.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -539883.687500 Penalty: 2758.322510
	Iteration 33Q: 3 clusters Score -539883.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -539888.125000 Penalty: 2758.322510
	Iteration 34Q: 3 clusters Score -539888.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -539892.062500 Penalty: 2758.322510
	Iteration 35Q: 3 clusters Score -539892.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -539898.250000 Penalty: 2758.322510
	Iteration 36Q: 3 clusters Score -539898.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -539904.437500 Penalty: 2758.322510
	Iteration 37Q: 3 clusters Score -539904.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -539912.125000 Penalty: 2758.322510
	Iteration 38Q: 3 clusters Score -539912.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -539915.812500 Penalty: 2758.322510
	Iteration 39Q: 3 clusters Score -539915.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -539918.437500 Penalty: 2758.322510
	Iteration 40F: 3 clusters Score -539918.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -539926.375000 Penalty: 2758.322510
	Iteration 41Q: 3 clusters Score -539926.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -539937.937500 Penalty: 2758.322510
	Iteration 42Q: 3 clusters Score -539937.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -539948.125000 Penalty: 2758.322510
	Iteration 43Q: 3 clusters Score -539948.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -539961.187500 Penalty: 2758.322510
	Iteration 44Q: 3 clusters Score -539961.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -539973.625000 Penalty: 2758.322510
	Iteration 45Q: 3 clusters Score -539973.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -539983.000000 Penalty: 2758.322510
	Iteration 46Q: 3 clusters Score -539983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -539991.937500 Penalty: 2758.322510
	Iteration 47Q: 3 clusters Score -539991.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -539996.312500 Penalty: 2758.322510
	Iteration 48Q: 3 clusters Score -539996.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -539997.437500 Penalty: 2758.322510
	Iteration 49Q: 3 clusters Score -539997.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -539999.625000 Penalty: 2758.322510
	Iteration 50Q: 3 clusters Score -539999.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -540003.062500 Penalty: 2758.322510
	Iteration 51Q: 3 clusters Score -540003.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -540003.187500 Penalty: 2758.322510
	Iteration 52Q: 3 clusters Score -540003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -540005.187500 Penalty: 2758.322510
	Iteration 53Q: 3 clusters Score -540005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -540007.000000 Penalty: 2758.322510
	Iteration 54Q: 3 clusters Score -540007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -540009.562500 Penalty: 2758.322510
	Iteration 55Q: 3 clusters Score -540009.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -540010.687500 Penalty: 2758.322510
	Iteration 56Q: 3 clusters Score -540010.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -540011.937500 Penalty: 2758.322510
	Iteration 57Q: 3 clusters Score -540011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -540013.000000 Penalty: 2758.322510
	Iteration 58Q: 3 clusters Score -540013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -540012.437500 Penalty: 2758.322510
	Iteration 59Q: 3 clusters Score -540012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -540013.312500 Penalty: 2758.322510
	Iteration 60F: 3 clusters Score -540013.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -540013.562500 Penalty: 2758.322510
	Iteration 61Q: 3 clusters Score -540013.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -540013.187500 Penalty: 2758.322510
	Iteration 62Q: 3 clusters Score -540013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -540013.187500 Penalty: 2758.322510
	Iteration 63Q: 3 clusters Score -540013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -540014.750000 Penalty: 2758.322510
	Iteration 64Q: 3 clusters Score -540014.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -540016.187500 Penalty: 2758.322510
	Iteration 65Q: 3 clusters Score -540016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -540016.187500 Penalty: 2758.322510
	Iteration 66Q: 3 clusters Score -540016.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -540019.062500 Penalty: 2758.322510
	Iteration 67Q: 3 clusters Score -540019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -540018.562500 Penalty: 2758.322510
	Iteration 68Q: 3 clusters Score -540018.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -540019.875000 Penalty: 2758.322510
	Iteration 69Q: 3 clusters Score -540019.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -540020.875000 Penalty: 2758.322510
	Iteration 70Q: 3 clusters Score -540020.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -540021.000000 Penalty: 2758.322510
	Iteration 71Q: 3 clusters Score -540021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -540021.000000 Penalty: 2758.322510
	Iteration 72F: 3 clusters Score -540021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17743 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30590 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 291 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7686 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12550 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88482 members 
Mstep: Class 30 contains 4852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941352.000000 Penalty: 66754.359375
Iteration 239Q: 31 clusters Score -1.089414e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4818 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17744 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83337 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30589 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 291 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7685 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130622 members 
Mstep: Class 20 contains 12550 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88483 members 
Mstep: Class 30 contains 4855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941408.000000 Penalty: 66754.359375
Iteration 240F: 31 clusters Score -1.089414e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4817 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17743 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83337 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30589 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7685 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130623 members 
Mstep: Class 20 contains 12551 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5459 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4940 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88484 members 
Mstep: Class 30 contains 4855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941472.000000 Penalty: 66754.359375
Iteration 241Q: 31 clusters Score -1.089415e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4816 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17744 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83337 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30588 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5458 members 
Mstep: Class 24 contains 10114 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4940 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88483 members 
Mstep: Class 30 contains 4856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941432.000000 Penalty: 66754.359375
Iteration 242Q: 31 clusters Score -1.089414e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4816 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17743 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83337 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30589 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32166 members 
Mstep: Class 17 contains 7686 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12551 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5457 members 
Mstep: Class 24 contains 10114 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88482 members 
Mstep: Class 30 contains 4857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941392.000000 Penalty: 66754.359375
Iteration 243Q: 31 clusters Score -1.089414e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17741 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30586 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7687 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12551 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5457 members 
Mstep: Class 24 contains 10114 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88487 members 
Mstep: Class 30 contains 4858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941480.000000 Penalty: 66754.359375
Iteration 244Q: 31 clusters Score -1.089415e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17740 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30585 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32168 members 
Mstep: Class 17 contains 7687 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12551 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5456 members 
Mstep: Class 24 contains 10114 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4940 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88488 members 
Mstep: Class 30 contains 4860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941472.000000 Penalty: 66754.359375
Iteration 245Q: 31 clusters Score -1.089415e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17739 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30584 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5455 members 
Mstep: Class 24 contains 10114 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4939 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88490 members 
Mstep: Class 30 contains 4861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941440.000000 Penalty: 66754.359375
Iteration 246Q: 31 clusters Score -1.089414e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83338 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30582 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10114 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4937 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88494 members 
Mstep: Class 30 contains 4862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941408.000000 Penalty: 66754.359375
Iteration 247Q: 31 clusters Score -1.089414e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83339 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30579 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10113 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4935 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88496 members 
Mstep: Class 30 contains 4864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941400.000000 Penalty: 66754.359375
Iteration 248Q: 31 clusters Score -1.089414e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83340 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30578 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90942 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10111 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88497 members 
Mstep: Class 30 contains 4866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941416.000000 Penalty: 66754.359375
Iteration 249Q: 31 clusters Score -1.089414e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30575 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90942 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10111 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88498 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941464.000000 Penalty: 66754.359375
Iteration 250Q: 31 clusters Score -1.089415e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30572 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90942 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10111 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88501 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941448.000000 Penalty: 66754.359375
Iteration 251Q: 31 clusters Score -1.089414e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30571 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90942 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88503 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941448.000000 Penalty: 66754.359375
Iteration 252Q: 31 clusters Score -1.089414e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30570 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90942 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88505 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941456.000000 Penalty: 66754.359375
Iteration 253Q: 31 clusters Score -1.089415e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30569 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90942 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130623 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88507 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941456.000000 Penalty: 66754.359375
Iteration 254Q: 31 clusters Score -1.089415e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30568 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90942 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130624 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88507 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941448.000000 Penalty: 66754.359375
Iteration 255Q: 31 clusters Score -1.089414e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30568 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90941 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130626 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88507 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941496.000000 Penalty: 66754.359375
Iteration 256Q: 31 clusters Score -1.089415e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30568 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130627 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88507 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941504.000000 Penalty: 66754.359375
Iteration 257Q: 31 clusters Score -1.089415e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30568 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130628 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132761 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88506 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941504.000000 Penalty: 66754.359375
Iteration 258Q: 31 clusters Score -1.089415e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30568 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130629 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88506 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941520.000000 Penalty: 66754.359375
Iteration 259Q: 31 clusters Score -1.089415e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130630 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88506 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941488.000000 Penalty: 66754.359375
Iteration 260F: 31 clusters Score -1.089415e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130631 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88505 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941608.000000 Penalty: 66754.359375
Iteration 261Q: 31 clusters Score -1.089416e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130631 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88505 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941608.000000 Penalty: 66754.359375
Iteration 262Q: 31 clusters Score -1.089416e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130631 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88505 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941624.000000 Penalty: 66754.359375
Iteration 263Q: 31 clusters Score -1.089416e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130631 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88505 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941640.000000 Penalty: 66754.359375
Iteration 264Q: 31 clusters Score -1.089416e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130631 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88505 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941640.000000 Penalty: 66754.359375
Iteration 265Q: 31 clusters Score -1.089416e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130631 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88505 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941640.000000 Penalty: 66754.359375
Iteration 266F: 31 clusters Score -1.089416e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130631 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88505 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941624.000000 Penalty: 66754.359375
Iteration 267Q: 31 clusters Score -1.089416e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130631 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88505 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941640.000000 Penalty: 66754.359375
Iteration 268F: 31 clusters Score -1.089416e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130631 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88505 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941672.000000 Penalty: 66754.359375
Iteration 269Q: 31 clusters Score -1.089417e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130631 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88505 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941736.000000 Penalty: 66754.359375
Iteration 270Q: 31 clusters Score -1.089417e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 303 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130631 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88505 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941736.000000 Penalty: 66754.359375
Iteration 271Q: 31 clusters Score -1.089417e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 303 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130631 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88505 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941752.000000 Penalty: 66754.359375
Iteration 272F: 31 clusters Score -1.089418e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130631 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88505 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941720.000000 Penalty: 66754.359375
Iteration 273Q: 31 clusters Score -1.089417e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30567 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130631 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4933 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88505 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941704.000000 Penalty: 66754.359375
Iteration 274Q: 31 clusters Score -1.089417e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30566 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130631 members 
Mstep: Class 20 contains 12554 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4933 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88504 members 
Mstep: Class 30 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941736.000000 Penalty: 66754.359375
Iteration 275Q: 31 clusters Score -1.089417e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30566 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130632 members 
Mstep: Class 20 contains 12554 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132760 members 
Mstep: Class 26 contains 4931 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88503 members 
Mstep: Class 30 contains 4869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941704.000000 Penalty: 66754.359375
Iteration 276Q: 31 clusters Score -1.089417e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130632 members 
Mstep: Class 20 contains 12556 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88502 members 
Mstep: Class 30 contains 4870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941720.000000 Penalty: 66754.359375
Iteration 277Q: 31 clusters Score -1.089417e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10060 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130632 members 
Mstep: Class 20 contains 12559 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88502 members 
Mstep: Class 30 contains 4871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941752.000000 Penalty: 66754.359375
Iteration 278Q: 31 clusters Score -1.089418e+08 nChanged 3
Entering ConstructFrom: 
Score: -108941752.000000 Penalty: 66754.359375
Entering ConstructFrom: 
Trying to split cluster 1 (85903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85903 members 
Entering Unmasked Estep 
Score: -10939361.000000 Penalty: 1846.158325
	Iteration 0F: 2 clusters Score -1.093936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -10882485.000000 Penalty: 3692.316650
	Iteration 0F: 3 clusters Score -1.088248e+07 nChanged 40901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -10906536.000000 Penalty: 3692.316650
	Iteration 1F: 3 clusters Score -1.090654e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -10907249.000000 Penalty: 3692.316650
	Iteration 2Q: 3 clusters Score -1.090725e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -10908382.000000 Penalty: 3692.316650
	Iteration 3Q: 3 clusters Score -1.090838e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -10910128.000000 Penalty: 3692.316650
	Iteration 4Q: 3 clusters Score -1.091013e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -10913059.000000 Penalty: 3692.316650
	Iteration 5F: 3 clusters Score -1.091306e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -10917695.000000 Penalty: 3692.316650
	Iteration 6F: 3 clusters Score -1.09177e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -10923685.000000 Penalty: 3692.316650
	Iteration 7F: 3 clusters Score -1.092368e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76560 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -10929396.000000 Penalty: 3692.316650
	Iteration 8F: 3 clusters Score -1.09294e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81196 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -10933548.000000 Penalty: 3692.316650
	Iteration 9F: 3 clusters Score -1.093355e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83815 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -10935969.000000 Penalty: 3692.316650
	Iteration 10Q: 3 clusters Score -1.093597e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10936942.000000 Penalty: 3692.316650
	Iteration 11Q: 3 clusters Score -1.093694e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85419 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10937304.000000 Penalty: 3692.316650
	Iteration 12Q: 3 clusters Score -1.09373e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10937514.000000 Penalty: 3692.316650
	Iteration 13Q: 3 clusters Score -1.093751e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10937626.000000 Penalty: 3692.316650
	Iteration 14Q: 3 clusters Score -1.093763e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10937673.000000 Penalty: 3692.316650
	Iteration 15Q: 3 clusters Score -1.093767e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85682 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10937702.000000 Penalty: 3692.316650
	Iteration 16Q: 3 clusters Score -1.09377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85688 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10937731.000000 Penalty: 3692.316650
	Iteration 17Q: 3 clusters Score -1.093773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85692 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10937736.000000 Penalty: 3692.316650
	Iteration 18Q: 3 clusters Score -1.093774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10937737.000000 Penalty: 3692.316650
	Iteration 19Q: 3 clusters Score -1.093774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10937738.000000 Penalty: 3692.316650
	Iteration 20F: 3 clusters Score -1.093774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85698 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10937743.000000 Penalty: 3692.316650
	Iteration 21Q: 3 clusters Score -1.093774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85697 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10937741.000000 Penalty: 3692.316650
	Iteration 22Q: 3 clusters Score -1.093774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85693 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10937743.000000 Penalty: 3692.316650
	Iteration 23Q: 3 clusters Score -1.093774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10937748.000000 Penalty: 3692.316650
	Iteration 24Q: 3 clusters Score -1.093775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85697 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10937744.000000 Penalty: 3692.316650
	Iteration 25Q: 3 clusters Score -1.093774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85701 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10937758.000000 Penalty: 3692.316650
	Iteration 26Q: 3 clusters Score -1.093776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10937761.000000 Penalty: 3692.316650
	Iteration 27Q: 3 clusters Score -1.093776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10937761.000000 Penalty: 3692.316650
	Iteration 28F: 3 clusters Score -1.093776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Entering Unmasked Estep 
Score: -1269987.250000 Penalty: 1497.636230
	Iteration 0F: 2 clusters Score -1269987 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 4995 members 
Entering Unmasked Estep 
Score: -1262719.000000 Penalty: 2995.272461
	Iteration 0F: 3 clusters Score -1262719 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1264987.250000 Penalty: 2995.272461
	Iteration 1F: 3 clusters Score -1264987 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1265274.500000 Penalty: 2995.272461
	Iteration 2F: 3 clusters Score -1265274 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1265560.500000 Penalty: 2995.272461
	Iteration 3F: 3 clusters Score -1265560 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1265880.500000 Penalty: 2995.272461
	Iteration 4F: 3 clusters Score -1265880 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1266224.000000 Penalty: 2995.272461
	Iteration 5F: 3 clusters Score -1266224 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1266596.000000 Penalty: 2995.272461
	Iteration 6F: 3 clusters Score -1266596 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1266975.125000 Penalty: 2995.272461
	Iteration 7F: 3 clusters Score -1266975 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1267309.750000 Penalty: 2995.272461
	Iteration 8F: 3 clusters Score -1267310 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1267578.625000 Penalty: 2995.272461
	Iteration 9Q: 3 clusters Score -1267579 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1267783.125000 Penalty: 2995.272461
	Iteration 10Q: 3 clusters Score -1267783 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1267936.500000 Penalty: 2995.272461
	Iteration 11Q: 3 clusters Score -1267936 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1268032.875000 Penalty: 2995.272461
	Iteration 12Q: 3 clusters Score -1268033 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1268100.125000 Penalty: 2995.272461
	Iteration 13Q: 3 clusters Score -1268100 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1268151.250000 Penalty: 2995.272461
	Iteration 14Q: 3 clusters Score -1268151 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1268204.250000 Penalty: 2995.272461
	Iteration 15Q: 3 clusters Score -1268204 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1268244.500000 Penalty: 2995.272461
	Iteration 16Q: 3 clusters Score -1268244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1268282.625000 Penalty: 2995.272461
	Iteration 17Q: 3 clusters Score -1268283 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1268313.125000 Penalty: 2995.272461
	Iteration 18Q: 3 clusters Score -1268313 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1268340.375000 Penalty: 2995.272461
	Iteration 19Q: 3 clusters Score -1268340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1268366.500000 Penalty: 2995.272461
	Iteration 20F: 3 clusters Score -1268366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1268389.625000 Penalty: 2995.272461
	Iteration 21Q: 3 clusters Score -1268390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1268407.625000 Penalty: 2995.272461
	Iteration 22Q: 3 clusters Score -1268408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1268425.625000 Penalty: 2995.272461
	Iteration 23Q: 3 clusters Score -1268426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1268434.125000 Penalty: 2995.272461
	Iteration 24Q: 3 clusters Score -1268434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1268444.500000 Penalty: 2995.272461
	Iteration 25Q: 3 clusters Score -1268444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1268449.375000 Penalty: 2995.272461
	Iteration 26Q: 3 clusters Score -1268449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1268452.250000 Penalty: 2995.272461
	Iteration 27Q: 3 clusters Score -1268452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1268454.375000 Penalty: 2995.272461
	Iteration 28Q: 3 clusters Score -1268454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1268452.125000 Penalty: 2995.272461
	Iteration 29Q: 3 clusters Score -1268452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1268454.000000 Penalty: 2995.272461
	Iteration 30Q: 3 clusters Score -1268454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1268455.875000 Penalty: 2995.272461
	Iteration 31Q: 3 clusters Score -1268456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1268455.375000 Penalty: 2995.272461
	Iteration 32Q: 3 clusters Score -1268455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1268455.500000 Penalty: 2995.272461
	Iteration 33Q: 3 clusters Score -1268456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1268455.500000 Penalty: 2995.272461
	Iteration 34F: 3 clusters Score -1268456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -166880.531250 Penalty: 1175.788086
	Iteration 0F: 2 clusters Score -166880.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -165188.531250 Penalty: 2351.576172
	Iteration 0F: 3 clusters Score -165188.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -165588.015625 Penalty: 2351.576172
	Iteration 1F: 3 clusters Score -165588 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -165743.781250 Penalty: 2351.576172
	Iteration 2F: 3 clusters Score -165743.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -165854.890625 Penalty: 2351.576172
	Iteration 3F: 3 clusters Score -165854.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -165936.218750 Penalty: 2351.576172
	Iteration 4F: 3 clusters Score -165936.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -165979.734375 Penalty: 2351.576172
	Iteration 5Q: 3 clusters Score -165979.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -166006.734375 Penalty: 2351.576172
	Iteration 6Q: 3 clusters Score -166006.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -166028.828125 Penalty: 2351.576172
	Iteration 7Q: 3 clusters Score -166028.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -166044.890625 Penalty: 2351.576172
	Iteration 8Q: 3 clusters Score -166044.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -166054.546875 Penalty: 2351.576172
	Iteration 9Q: 3 clusters Score -166054.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -166060.875000 Penalty: 2351.576172
	Iteration 10Q: 3 clusters Score -166060.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -166062.328125 Penalty: 2351.576172
	Iteration 11Q: 3 clusters Score -166062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -166063.828125 Penalty: 2351.576172
	Iteration 12Q: 3 clusters Score -166063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -166064.781250 Penalty: 2351.576172
	Iteration 13Q: 3 clusters Score -166064.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -166066.171875 Penalty: 2351.576172
	Iteration 14Q: 3 clusters Score -166066.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -166066.171875 Penalty: 2351.576172
	Iteration 15F: 3 clusters Score -166066.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Entering Unmasked Estep 
Score: -548580.500000 Penalty: 1377.917358
	Iteration 0F: 2 clusters Score -548580.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -544727.875000 Penalty: 2755.834717
	Iteration 0F: 3 clusters Score -544727.9 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -545904.812500 Penalty: 2755.834717
	Iteration 1F: 3 clusters Score -545904.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -546211.187500 Penalty: 2755.834717
	Iteration 2F: 3 clusters Score -546211.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -546498.312500 Penalty: 2755.834717
	Iteration 3F: 3 clusters Score -546498.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -546761.687500 Penalty: 2755.834717
	Iteration 4F: 3 clusters Score -546761.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -546978.562500 Penalty: 2755.834717
	Iteration 5F: 3 clusters Score -546978.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -547127.312500 Penalty: 2755.834717
	Iteration 6Q: 3 clusters Score -547127.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -547241.250000 Penalty: 2755.834717
	Iteration 7Q: 3 clusters Score -547241.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -547323.812500 Penalty: 2755.834717
	Iteration 8Q: 3 clusters Score -547323.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -547397.750000 Penalty: 2755.834717
	Iteration 9Q: 3 clusters Score -547397.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -547449.625000 Penalty: 2755.834717
	Iteration 10Q: 3 clusters Score -547449.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -547489.500000 Penalty: 2755.834717
	Iteration 11Q: 3 clusters Score -547489.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -547524.812500 Penalty: 2755.834717
	Iteration 12Q: 3 clusters Score -547524.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -547558.687500 Penalty: 2755.834717
	Iteration 13Q: 3 clusters Score -547558.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -547601.625000 Penalty: 2755.834717
	Iteration 14Q: 3 clusters Score -547601.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -547645.312500 Penalty: 2755.834717
	Iteration 15Q: 3 clusters Score -547645.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -547688.937500 Penalty: 2755.834717
	Iteration 16Q: 3 clusters Score -547688.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -547716.437500 Penalty: 2755.834717
	Iteration 17Q: 3 clusters Score -547716.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -547735.750000 Penalty: 2755.834717
	Iteration 18Q: 3 clusters Score -547735.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -547751.062500 Penalty: 2755.834717
	Iteration 19Q: 3 clusters Score -547751.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -547766.125000 Penalty: 2755.834717
	Iteration 20F: 3 clusters Score -547766.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -547782.750000 Penalty: 2755.834717
	Iteration 21Q: 3 clusters Score -547782.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -547807.000000 Penalty: 2755.834717
	Iteration 22Q: 3 clusters Score -547807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -547826.000000 Penalty: 2755.834717
	Iteration 23Q: 3 clusters Score -547826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -547843.187500 Penalty: 2755.834717
	Iteration 24Q: 3 clusters Score -547843.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -547851.750000 Penalty: 2755.834717
	Iteration 25Q: 3 clusters Score -547851.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -547861.000000 Penalty: 2755.834717
	Iteration 26Q: 3 clusters Score -547861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -547867.875000 Penalty: 2755.834717
	Iteration 27Q: 3 clusters Score -547867.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -547874.000000 Penalty: 2755.834717
	Iteration 28Q: 3 clusters Score -547874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -547878.750000 Penalty: 2755.834717
	Iteration 29Q: 3 clusters Score -547878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -547883.062500 Penalty: 2755.834717
	Iteration 30Q: 3 clusters Score -547883.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -547886.500000 Penalty: 2755.834717
	Iteration 31Q: 3 clusters Score -547886.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -547890.187500 Penalty: 2755.834717
	Iteration 32Q: 3 clusters Score -547890.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -547893.125000 Penalty: 2755.834717
	Iteration 33Q: 3 clusters Score -547893.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -547894.375000 Penalty: 2755.834717
	Iteration 34Q: 3 clusters Score -547894.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -547895.562500 Penalty: 2755.834717
	Iteration 35Q: 3 clusters Score -547895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -547896.562500 Penalty: 2755.834717
	Iteration 36Q: 3 clusters Score -547896.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -547896.562500 Penalty: 2755.834717
	Iteration 37Q: 3 clusters Score -547896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -547897.375000 Penalty: 2755.834717
	Iteration 38Q: 3 clusters Score -547897.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -547897.375000 Penalty: 2755.834717
	Iteration 39F: 3 clusters Score -547897.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -28772.539062 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -28772.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28018.519531 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -28018.52 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28249.650391 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -28249.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28315.888672 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -28315.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28382.257812 Penalty: 1877.736938
	Iteration 3F: 3 clusters Score -28382.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28445.917969 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -28445.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28531.248047 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -28531.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28572.185547 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -28572.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28582.511719 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -28582.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28593.369141 Penalty: 1877.736938
	Iteration 8Q: 3 clusters Score -28593.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28611.939453 Penalty: 1877.736938
	Iteration 9Q: 3 clusters Score -28611.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28674.923828 Penalty: 1877.736938
	Iteration 10Q: 3 clusters Score -28674.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28699.095703 Penalty: 1877.736938
	Iteration 11Q: 3 clusters Score -28699.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28739.638672 Penalty: 1877.736938
	Iteration 12Q: 3 clusters Score -28739.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28879.572266 Penalty: 1877.736938
	Iteration 13Q: 3 clusters Score -28879.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28968.427734 Penalty: 1877.736938
	Iteration 14Q: 3 clusters Score -28968.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29004.345703 Penalty: 1877.736938
	Iteration 15Q: 3 clusters Score -29004.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29006.337891 Penalty: 1877.736938
	Iteration 16Q: 3 clusters Score -29006.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29051.681641 Penalty: 1877.736938
	Iteration 17F: 3 clusters Score -29051.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29228.960938 Penalty: 1877.736938
	Iteration 18Q: 3 clusters Score -29228.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29478.181641 Penalty: 1877.736938
	Iteration 19Q: 3 clusters Score -29478.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29544.253906 Penalty: 1877.736938
	Iteration 20F: 3 clusters Score -29544.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29561.837891 Penalty: 1877.736938
	Iteration 21Q: 3 clusters Score -29561.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29575.662109 Penalty: 1877.736938
	Iteration 22Q: 3 clusters Score -29575.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29575.662109 Penalty: 1877.736938
	Iteration 23F: 3 clusters Score -29575.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 195 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130633 members 
Mstep: Class 20 contains 12559 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88502 members 
Mstep: Class 30 contains 4871 members 
Mstep: Class 31 contains 128 members 
Entering Unmasked Estep 
Score: -108941232.000000 Penalty: 68979.507812
Splitting cluster 5 changes total score from -108941752.000000 to -108941232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Entering Unmasked Estep 
Score: -2224653.750000 Penalty: 1589.812988
	Iteration 0F: 2 clusters Score -2224654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2212632.500000 Penalty: 3179.625977
	Iteration 0F: 3 clusters Score -2212632 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2216914.000000 Penalty: 3179.625977
	Iteration 1F: 3 clusters Score -2216914 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2217273.000000 Penalty: 3179.625977
	Iteration 2F: 3 clusters Score -2217273 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2217596.500000 Penalty: 3179.625977
	Iteration 3Q: 3 clusters Score -2217596 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2217898.000000 Penalty: 3179.625977
	Iteration 4Q: 3 clusters Score -2217898 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2218152.250000 Penalty: 3179.625977
	Iteration 5Q: 3 clusters Score -2218152 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2218377.000000 Penalty: 3179.625977
	Iteration 6Q: 3 clusters Score -2218377 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2218601.750000 Penalty: 3179.625977
	Iteration 7Q: 3 clusters Score -2218602 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2218792.250000 Penalty: 3179.625977
	Iteration 8Q: 3 clusters Score -2218792 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2219000.000000 Penalty: 3179.625977
	Iteration 9Q: 3 clusters Score -2219000 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2219199.750000 Penalty: 3179.625977
	Iteration 10Q: 3 clusters Score -2219200 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2219397.750000 Penalty: 3179.625977
	Iteration 11Q: 3 clusters Score -2219398 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2219593.250000 Penalty: 3179.625977
	Iteration 12Q: 3 clusters Score -2219593 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2219818.250000 Penalty: 3179.625977
	Iteration 13Q: 3 clusters Score -2219818 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2220055.250000 Penalty: 3179.625977
	Iteration 14Q: 3 clusters Score -2220055 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2220342.750000 Penalty: 3179.625977
	Iteration 15Q: 3 clusters Score -2220343 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2220660.250000 Penalty: 3179.625977
	Iteration 16Q: 3 clusters Score -2220660 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2220917.000000 Penalty: 3179.625977
	Iteration 17Q: 3 clusters Score -2220917 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2221153.250000 Penalty: 3179.625977
	Iteration 18Q: 3 clusters Score -2221153 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2221361.000000 Penalty: 3179.625977
	Iteration 19Q: 3 clusters Score -2221361 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2221507.000000 Penalty: 3179.625977
	Iteration 20F: 3 clusters Score -2221507 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2221621.000000 Penalty: 3179.625977
	Iteration 21Q: 3 clusters Score -2221621 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2221691.750000 Penalty: 3179.625977
	Iteration 22Q: 3 clusters Score -2221692 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2221762.750000 Penalty: 3179.625977
	Iteration 23Q: 3 clusters Score -2221763 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2221832.750000 Penalty: 3179.625977
	Iteration 24Q: 3 clusters Score -2221833 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2221883.250000 Penalty: 3179.625977
	Iteration 25Q: 3 clusters Score -2221883 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2221937.750000 Penalty: 3179.625977
	Iteration 26Q: 3 clusters Score -2221938 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2222004.000000 Penalty: 3179.625977
	Iteration 27Q: 3 clusters Score -2222004 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2222064.500000 Penalty: 3179.625977
	Iteration 28Q: 3 clusters Score -2222064 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2222132.000000 Penalty: 3179.625977
	Iteration 29Q: 3 clusters Score -2222132 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2222217.750000 Penalty: 3179.625977
	Iteration 30Q: 3 clusters Score -2222218 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2222293.500000 Penalty: 3179.625977
	Iteration 31Q: 3 clusters Score -2222294 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2222385.250000 Penalty: 3179.625977
	Iteration 32Q: 3 clusters Score -2222385 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2222461.000000 Penalty: 3179.625977
	Iteration 33Q: 3 clusters Score -2222461 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2222536.500000 Penalty: 3179.625977
	Iteration 34Q: 3 clusters Score -2222536 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2222606.250000 Penalty: 3179.625977
	Iteration 35Q: 3 clusters Score -2222606 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2222680.000000 Penalty: 3179.625977
	Iteration 36Q: 3 clusters Score -2222680 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2222765.250000 Penalty: 3179.625977
	Iteration 37Q: 3 clusters Score -2222765 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2222867.500000 Penalty: 3179.625977
	Iteration 38Q: 3 clusters Score -2222868 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2222998.500000 Penalty: 3179.625977
	Iteration 39Q: 3 clusters Score -2222998 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2223131.000000 Penalty: 3179.625977
	Iteration 40F: 3 clusters Score -2223131 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2223252.250000 Penalty: 3179.625977
	Iteration 41Q: 3 clusters Score -2223252 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2223337.750000 Penalty: 3179.625977
	Iteration 42Q: 3 clusters Score -2223338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2223414.500000 Penalty: 3179.625977
	Iteration 43Q: 3 clusters Score -2223414 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2223455.250000 Penalty: 3179.625977
	Iteration 44Q: 3 clusters Score -2223455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2223485.250000 Penalty: 3179.625977
	Iteration 45Q: 3 clusters Score -2223485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2223499.250000 Penalty: 3179.625977
	Iteration 46Q: 3 clusters Score -2223499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2223517.000000 Penalty: 3179.625977
	Iteration 47Q: 3 clusters Score -2223517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2223527.500000 Penalty: 3179.625977
	Iteration 48Q: 3 clusters Score -2223528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2223539.000000 Penalty: 3179.625977
	Iteration 49Q: 3 clusters Score -2223539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2223544.750000 Penalty: 3179.625977
	Iteration 50Q: 3 clusters Score -2223545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2223546.500000 Penalty: 3179.625977
	Iteration 51Q: 3 clusters Score -2223546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2223550.250000 Penalty: 3179.625977
	Iteration 52Q: 3 clusters Score -2223550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2223557.250000 Penalty: 3179.625977
	Iteration 53Q: 3 clusters Score -2223557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2223566.000000 Penalty: 3179.625977
	Iteration 54Q: 3 clusters Score -2223566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2223569.000000 Penalty: 3179.625977
	Iteration 55Q: 3 clusters Score -2223569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2223574.000000 Penalty: 3179.625977
	Iteration 56Q: 3 clusters Score -2223574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2223577.250000 Penalty: 3179.625977
	Iteration 57Q: 3 clusters Score -2223577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2223576.750000 Penalty: 3179.625977
	Iteration 58Q: 3 clusters Score -2223577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2223576.500000 Penalty: 3179.625977
	Iteration 59Q: 3 clusters Score -2223576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2223576.750000 Penalty: 3179.625977
	Iteration 60F: 3 clusters Score -2223577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Entering Unmasked Estep 
Score: -3542125.250000 Penalty: 1662.764160
	Iteration 0F: 2 clusters Score -3542125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3523388.250000 Penalty: 3325.528320
	Iteration 0F: 3 clusters Score -3523388 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3530472.000000 Penalty: 3325.528320
	Iteration 1F: 3 clusters Score -3530472 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3530773.250000 Penalty: 3325.528320
	Iteration 2Q: 3 clusters Score -3530773 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3531023.500000 Penalty: 3325.528320
	Iteration 3Q: 3 clusters Score -3531024 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3531268.750000 Penalty: 3325.528320
	Iteration 4Q: 3 clusters Score -3531269 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3531546.750000 Penalty: 3325.528320
	Iteration 5Q: 3 clusters Score -3531547 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3531892.000000 Penalty: 3325.528320
	Iteration 6Q: 3 clusters Score -3531892 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3532309.000000 Penalty: 3325.528320
	Iteration 7Q: 3 clusters Score -3532309 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3532920.000000 Penalty: 3325.528320
	Iteration 8Q: 3 clusters Score -3532920 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3533760.500000 Penalty: 3325.528320
	Iteration 9F: 3 clusters Score -3533760 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3534858.750000 Penalty: 3325.528320
	Iteration 10F: 3 clusters Score -3534859 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3536067.000000 Penalty: 3325.528320
	Iteration 11F: 3 clusters Score -3536067 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3537319.500000 Penalty: 3325.528320
	Iteration 12F: 3 clusters Score -3537320 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3538451.750000 Penalty: 3325.528320
	Iteration 13F: 3 clusters Score -3538452 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3539345.250000 Penalty: 3325.528320
	Iteration 14Q: 3 clusters Score -3539345 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3539965.000000 Penalty: 3325.528320
	Iteration 15Q: 3 clusters Score -3539965 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3540256.750000 Penalty: 3325.528320
	Iteration 16Q: 3 clusters Score -3540257 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3540420.250000 Penalty: 3325.528320
	Iteration 17Q: 3 clusters Score -3540420 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3540510.000000 Penalty: 3325.528320
	Iteration 18Q: 3 clusters Score -3540510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3540560.250000 Penalty: 3325.528320
	Iteration 19Q: 3 clusters Score -3540560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3540588.250000 Penalty: 3325.528320
	Iteration 20F: 3 clusters Score -3540588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3540609.500000 Penalty: 3325.528320
	Iteration 21Q: 3 clusters Score -3540610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3540628.000000 Penalty: 3325.528320
	Iteration 22Q: 3 clusters Score -3540628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3540635.250000 Penalty: 3325.528320
	Iteration 23Q: 3 clusters Score -3540635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3540644.000000 Penalty: 3325.528320
	Iteration 24Q: 3 clusters Score -3540644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3540650.500000 Penalty: 3325.528320
	Iteration 25Q: 3 clusters Score -3540650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3540661.000000 Penalty: 3325.528320
	Iteration 26Q: 3 clusters Score -3540661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3540661.250000 Penalty: 3325.528320
	Iteration 27Q: 3 clusters Score -3540661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3540664.500000 Penalty: 3325.528320
	Iteration 28Q: 3 clusters Score -3540664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3540670.000000 Penalty: 3325.528320
	Iteration 29Q: 3 clusters Score -3540670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3540671.750000 Penalty: 3325.528320
	Iteration 30Q: 3 clusters Score -3540672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3540671.000000 Penalty: 3325.528320
	Iteration 31Q: 3 clusters Score -3540671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3540672.500000 Penalty: 3325.528320
	Iteration 32Q: 3 clusters Score -3540672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3540672.500000 Penalty: 3325.528320
	Iteration 33F: 3 clusters Score -3540672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (83341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83341 members 
Entering Unmasked Estep 
Score: -10676808.000000 Penalty: 1841.238159
	Iteration 0F: 2 clusters Score -1.067681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -10621636.000000 Penalty: 3682.476318
	Iteration 0F: 3 clusters Score -1.062164e+07 nChanged 39858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -10644763.000000 Penalty: 3682.476318
	Iteration 1F: 3 clusters Score -1.064476e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -10645613.000000 Penalty: 3682.476318
	Iteration 2Q: 3 clusters Score -1.064561e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -10646738.000000 Penalty: 3682.476318
	Iteration 3Q: 3 clusters Score -1.064674e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -10648228.000000 Penalty: 3682.476318
	Iteration 4Q: 3 clusters Score -1.064823e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -10650244.000000 Penalty: 3682.476318
	Iteration 5F: 3 clusters Score -1.065024e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -10652689.000000 Penalty: 3682.476318
	Iteration 6F: 3 clusters Score -1.065269e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -10655461.000000 Penalty: 3682.476318
	Iteration 7F: 3 clusters Score -1.065546e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -10658333.000000 Penalty: 3682.476318
	Iteration 8F: 3 clusters Score -1.065833e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -10661444.000000 Penalty: 3682.476318
	Iteration 9F: 3 clusters Score -1.066144e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -10664713.000000 Penalty: 3682.476318
	Iteration 10F: 3 clusters Score -1.066471e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -10668066.000000 Penalty: 3682.476318
	Iteration 11F: 3 clusters Score -1.066807e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78429 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -10670878.000000 Penalty: 3682.476318
	Iteration 12Q: 3 clusters Score -1.067088e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80863 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -10673037.000000 Penalty: 3682.476318
	Iteration 13Q: 3 clusters Score -1.067304e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -10674276.000000 Penalty: 3682.476318
	Iteration 14Q: 3 clusters Score -1.067428e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82807 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10674775.000000 Penalty: 3682.476318
	Iteration 15Q: 3 clusters Score -1.067478e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10674956.000000 Penalty: 3682.476318
	Iteration 16Q: 3 clusters Score -1.067496e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10675037.000000 Penalty: 3682.476318
	Iteration 17Q: 3 clusters Score -1.067504e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10675098.000000 Penalty: 3682.476318
	Iteration 18Q: 3 clusters Score -1.06751e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83118 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10675135.000000 Penalty: 3682.476318
	Iteration 19Q: 3 clusters Score -1.067514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10675144.000000 Penalty: 3682.476318
	Iteration 20F: 3 clusters Score -1.067514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10675145.000000 Penalty: 3682.476318
	Iteration 21Q: 3 clusters Score -1.067514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83137 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10675154.000000 Penalty: 3682.476318
	Iteration 22Q: 3 clusters Score -1.067515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83138 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10675156.000000 Penalty: 3682.476318
	Iteration 23Q: 3 clusters Score -1.067516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83136 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10675163.000000 Penalty: 3682.476318
	Iteration 24Q: 3 clusters Score -1.067516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83138 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10675169.000000 Penalty: 3682.476318
	Iteration 25Q: 3 clusters Score -1.067517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83139 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10675177.000000 Penalty: 3682.476318
	Iteration 26Q: 3 clusters Score -1.067518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83138 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10675178.000000 Penalty: 3682.476318
	Iteration 27Q: 3 clusters Score -1.067518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83139 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10675182.000000 Penalty: 3682.476318
	Iteration 28Q: 3 clusters Score -1.067518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10675179.000000 Penalty: 3682.476318
	Iteration 29Q: 3 clusters Score -1.067518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10675179.000000 Penalty: 3682.476318
	Iteration 30F: 3 clusters Score -1.067518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (33072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Entering Unmasked Estep 
Score: -4241325.000000 Penalty: 1691.046875
	Iteration 0F: 2 clusters Score -4241325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -4219031.500000 Penalty: 3382.093750
	Iteration 0F: 3 clusters Score -4219032 nChanged 15193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -4227758.500000 Penalty: 3382.093750
	Iteration 1F: 3 clusters Score -4227758 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -4228350.000000 Penalty: 3382.093750
	Iteration 2Q: 3 clusters Score -4228350 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -4229199.000000 Penalty: 3382.093750
	Iteration 3Q: 3 clusters Score -4229199 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -4230466.000000 Penalty: 3382.093750
	Iteration 4F: 3 clusters Score -4230466 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4232090.500000 Penalty: 3382.093750
	Iteration 5F: 3 clusters Score -4232090 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -4233544.500000 Penalty: 3382.093750
	Iteration 6F: 3 clusters Score -4233544 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -4234752.500000 Penalty: 3382.093750
	Iteration 7F: 3 clusters Score -4234752 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -4235625.500000 Penalty: 3382.093750
	Iteration 8F: 3 clusters Score -4235626 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -4236243.000000 Penalty: 3382.093750
	Iteration 9Q: 3 clusters Score -4236243 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -4236602.000000 Penalty: 3382.093750
	Iteration 10Q: 3 clusters Score -4236602 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -4236873.000000 Penalty: 3382.093750
	Iteration 11Q: 3 clusters Score -4236873 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -4237074.000000 Penalty: 3382.093750
	Iteration 12Q: 3 clusters Score -4237074 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -4237243.000000 Penalty: 3382.093750
	Iteration 13Q: 3 clusters Score -4237243 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -4237446.000000 Penalty: 3382.093750
	Iteration 14Q: 3 clusters Score -4237446 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -4237590.500000 Penalty: 3382.093750
	Iteration 15Q: 3 clusters Score -4237590 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -4237742.000000 Penalty: 3382.093750
	Iteration 16Q: 3 clusters Score -4237742 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -4237864.500000 Penalty: 3382.093750
	Iteration 17Q: 3 clusters Score -4237864 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -4237948.500000 Penalty: 3382.093750
	Iteration 18Q: 3 clusters Score -4237948 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -4238034.000000 Penalty: 3382.093750
	Iteration 19Q: 3 clusters Score -4238034 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -4238082.500000 Penalty: 3382.093750
	Iteration 20F: 3 clusters Score -4238082 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -4238146.000000 Penalty: 3382.093750
	Iteration 21Q: 3 clusters Score -4238146 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4238187.500000 Penalty: 3382.093750
	Iteration 22Q: 3 clusters Score -4238188 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4238214.000000 Penalty: 3382.093750
	Iteration 23Q: 3 clusters Score -4238214 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -4238245.500000 Penalty: 3382.093750
	Iteration 24Q: 3 clusters Score -4238246 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -4238296.000000 Penalty: 3382.093750
	Iteration 25Q: 3 clusters Score -4238296 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -4238338.000000 Penalty: 3382.093750
	Iteration 26Q: 3 clusters Score -4238338 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -4238375.500000 Penalty: 3382.093750
	Iteration 27Q: 3 clusters Score -4238376 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -4238414.000000 Penalty: 3382.093750
	Iteration 28Q: 3 clusters Score -4238414 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -4238426.500000 Penalty: 3382.093750
	Iteration 29Q: 3 clusters Score -4238426 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -4238433.500000 Penalty: 3382.093750
	Iteration 30Q: 3 clusters Score -4238434 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -4238456.000000 Penalty: 3382.093750
	Iteration 31Q: 3 clusters Score -4238456 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -4238489.500000 Penalty: 3382.093750
	Iteration 32Q: 3 clusters Score -4238490 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -4238521.000000 Penalty: 3382.093750
	Iteration 33Q: 3 clusters Score -4238521 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -4238537.500000 Penalty: 3382.093750
	Iteration 34Q: 3 clusters Score -4238538 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -4238572.000000 Penalty: 3382.093750
	Iteration 35Q: 3 clusters Score -4238572 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -4238603.000000 Penalty: 3382.093750
	Iteration 36Q: 3 clusters Score -4238603 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -4238635.000000 Penalty: 3382.093750
	Iteration 37Q: 3 clusters Score -4238635 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -4238678.000000 Penalty: 3382.093750
	Iteration 38Q: 3 clusters Score -4238678 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -4238704.500000 Penalty: 3382.093750
	Iteration 39Q: 3 clusters Score -4238704 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -4238734.500000 Penalty: 3382.093750
	Iteration 40F: 3 clusters Score -4238734 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -4238774.000000 Penalty: 3382.093750
	Iteration 41Q: 3 clusters Score -4238774 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -4238809.500000 Penalty: 3382.093750
	Iteration 42Q: 3 clusters Score -4238810 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -4238843.500000 Penalty: 3382.093750
	Iteration 43Q: 3 clusters Score -4238844 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -4238884.000000 Penalty: 3382.093750
	Iteration 44Q: 3 clusters Score -4238884 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -4238940.000000 Penalty: 3382.093750
	Iteration 45Q: 3 clusters Score -4238940 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -4238988.500000 Penalty: 3382.093750
	Iteration 46Q: 3 clusters Score -4238988 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -4239023.500000 Penalty: 3382.093750
	Iteration 47Q: 3 clusters Score -4239024 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -4239052.500000 Penalty: 3382.093750
	Iteration 48Q: 3 clusters Score -4239052 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -4239082.500000 Penalty: 3382.093750
	Iteration 49Q: 3 clusters Score -4239082 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -4239128.000000 Penalty: 3382.093750
	Iteration 50Q: 3 clusters Score -4239128 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -4239189.000000 Penalty: 3382.093750
	Iteration 51Q: 3 clusters Score -4239189 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -4239223.000000 Penalty: 3382.093750
	Iteration 52Q: 3 clusters Score -4239223 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -4239260.000000 Penalty: 3382.093750
	Iteration 53Q: 3 clusters Score -4239260 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -4239314.500000 Penalty: 3382.093750
	Iteration 54Q: 3 clusters Score -4239314 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -4239361.500000 Penalty: 3382.093750
	Iteration 55Q: 3 clusters Score -4239362 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -4239429.000000 Penalty: 3382.093750
	Iteration 56Q: 3 clusters Score -4239429 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -4239471.000000 Penalty: 3382.093750
	Iteration 57Q: 3 clusters Score -4239471 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -4239536.000000 Penalty: 3382.093750
	Iteration 58Q: 3 clusters Score -4239536 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -4239606.500000 Penalty: 3382.093750
	Iteration 59Q: 3 clusters Score -4239606 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -4239659.500000 Penalty: 3382.093750
	Iteration 60F: 3 clusters Score -4239660 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -4239740.500000 Penalty: 3382.093750
	Iteration 61Q: 3 clusters Score -4239740 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4239843.000000 Penalty: 3382.093750
	Iteration 62Q: 3 clusters Score -4239843 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4239920.500000 Penalty: 3382.093750
	Iteration 63Q: 3 clusters Score -4239920 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4240039.500000 Penalty: 3382.093750
	Iteration 64Q: 3 clusters Score -4240040 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4240179.500000 Penalty: 3382.093750
	Iteration 65Q: 3 clusters Score -4240180 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4240307.500000 Penalty: 3382.093750
	Iteration 66Q: 3 clusters Score -4240308 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4240412.500000 Penalty: 3382.093750
	Iteration 67Q: 3 clusters Score -4240412 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4240486.500000 Penalty: 3382.093750
	Iteration 68Q: 3 clusters Score -4240486 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4240556.000000 Penalty: 3382.093750
	Iteration 69Q: 3 clusters Score -4240556 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4240617.500000 Penalty: 3382.093750
	Iteration 70Q: 3 clusters Score -4240618 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4240643.000000 Penalty: 3382.093750
	Iteration 71Q: 3 clusters Score -4240643 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4240685.000000 Penalty: 3382.093750
	Iteration 72Q: 3 clusters Score -4240685 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4240705.500000 Penalty: 3382.093750
	Iteration 73Q: 3 clusters Score -4240706 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4240736.000000 Penalty: 3382.093750
	Iteration 74Q: 3 clusters Score -4240736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4240759.000000 Penalty: 3382.093750
	Iteration 75Q: 3 clusters Score -4240759 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4240772.000000 Penalty: 3382.093750
	Iteration 76Q: 3 clusters Score -4240772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4240797.500000 Penalty: 3382.093750
	Iteration 77Q: 3 clusters Score -4240798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4240812.000000 Penalty: 3382.093750
	Iteration 78Q: 3 clusters Score -4240812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4240824.000000 Penalty: 3382.093750
	Iteration 79Q: 3 clusters Score -4240824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4240821.500000 Penalty: 3382.093750
	Iteration 80F: 3 clusters Score -4240822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4240817.000000 Penalty: 3382.093750
	Iteration 81Q: 3 clusters Score -4240817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4240827.500000 Penalty: 3382.093750
	Iteration 82Q: 3 clusters Score -4240828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4240833.000000 Penalty: 3382.093750
	Iteration 83Q: 3 clusters Score -4240833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4240825.500000 Penalty: 3382.093750
	Iteration 84Q: 3 clusters Score -4240826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4240823.000000 Penalty: 3382.093750
	Iteration 85Q: 3 clusters Score -4240823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4240823.000000 Penalty: 3382.093750
	Iteration 86Q: 3 clusters Score -4240823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4240820.000000 Penalty: 3382.093750
	Iteration 87Q: 3 clusters Score -4240820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4240822.000000 Penalty: 3382.093750
	Iteration 88Q: 3 clusters Score -4240822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4240822.000000 Penalty: 3382.093750
	Iteration 89F: 3 clusters Score -4240822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Entering Unmasked Estep 
Score: -3629810.250000 Penalty: 1678.231567
	Iteration 0F: 2 clusters Score -3629810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3609276.500000 Penalty: 3356.463135
	Iteration 0F: 3 clusters Score -3609276 nChanged 14062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -3617137.000000 Penalty: 3356.463135
	Iteration 1F: 3 clusters Score -3617137 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -3617849.500000 Penalty: 3356.463135
	Iteration 2F: 3 clusters Score -3617850 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -3618777.500000 Penalty: 3356.463135
	Iteration 3F: 3 clusters Score -3618778 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3619886.250000 Penalty: 3356.463135
	Iteration 4F: 3 clusters Score -3619886 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3621054.750000 Penalty: 3356.463135
	Iteration 5F: 3 clusters Score -3621055 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -3622132.750000 Penalty: 3356.463135
	Iteration 6F: 3 clusters Score -3622133 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3623004.750000 Penalty: 3356.463135
	Iteration 7F: 3 clusters Score -3623005 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3623700.250000 Penalty: 3356.463135
	Iteration 8Q: 3 clusters Score -3623700 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3624187.500000 Penalty: 3356.463135
	Iteration 9Q: 3 clusters Score -3624188 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3624494.750000 Penalty: 3356.463135
	Iteration 10Q: 3 clusters Score -3624495 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3624690.000000 Penalty: 3356.463135
	Iteration 11Q: 3 clusters Score -3624690 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -3624799.000000 Penalty: 3356.463135
	Iteration 12Q: 3 clusters Score -3624799 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -3624897.750000 Penalty: 3356.463135
	Iteration 13Q: 3 clusters Score -3624898 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3625009.000000 Penalty: 3356.463135
	Iteration 14Q: 3 clusters Score -3625009 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3625106.000000 Penalty: 3356.463135
	Iteration 15Q: 3 clusters Score -3625106 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -3625226.250000 Penalty: 3356.463135
	Iteration 16Q: 3 clusters Score -3625226 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -3625377.750000 Penalty: 3356.463135
	Iteration 17Q: 3 clusters Score -3625378 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3625505.000000 Penalty: 3356.463135
	Iteration 18Q: 3 clusters Score -3625505 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -3625664.000000 Penalty: 3356.463135
	Iteration 19Q: 3 clusters Score -3625664 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3625860.500000 Penalty: 3356.463135
	Iteration 20F: 3 clusters Score -3625860 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -3626038.750000 Penalty: 3356.463135
	Iteration 21Q: 3 clusters Score -3626039 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3626222.000000 Penalty: 3356.463135
	Iteration 22Q: 3 clusters Score -3626222 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3626415.250000 Penalty: 3356.463135
	Iteration 23Q: 3 clusters Score -3626415 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3626595.250000 Penalty: 3356.463135
	Iteration 24Q: 3 clusters Score -3626595 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3626784.000000 Penalty: 3356.463135
	Iteration 25Q: 3 clusters Score -3626784 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -3626952.750000 Penalty: 3356.463135
	Iteration 26Q: 3 clusters Score -3626953 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3627125.750000 Penalty: 3356.463135
	Iteration 27Q: 3 clusters Score -3627126 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3627293.000000 Penalty: 3356.463135
	Iteration 28Q: 3 clusters Score -3627293 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -3627465.750000 Penalty: 3356.463135
	Iteration 29Q: 3 clusters Score -3627466 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3627621.500000 Penalty: 3356.463135
	Iteration 30Q: 3 clusters Score -3627622 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3627783.250000 Penalty: 3356.463135
	Iteration 31Q: 3 clusters Score -3627783 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3627901.250000 Penalty: 3356.463135
	Iteration 32Q: 3 clusters Score -3627901 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3628027.750000 Penalty: 3356.463135
	Iteration 33Q: 3 clusters Score -3628028 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3628123.000000 Penalty: 3356.463135
	Iteration 34Q: 3 clusters Score -3628123 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3628218.750000 Penalty: 3356.463135
	Iteration 35Q: 3 clusters Score -3628219 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3628307.500000 Penalty: 3356.463135
	Iteration 36Q: 3 clusters Score -3628308 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3628387.500000 Penalty: 3356.463135
	Iteration 37Q: 3 clusters Score -3628388 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3628451.000000 Penalty: 3356.463135
	Iteration 38Q: 3 clusters Score -3628451 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3628488.000000 Penalty: 3356.463135
	Iteration 39Q: 3 clusters Score -3628488 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3628532.500000 Penalty: 3356.463135
	Iteration 40F: 3 clusters Score -3628532 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3628563.000000 Penalty: 3356.463135
	Iteration 41Q: 3 clusters Score -3628563 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3628589.750000 Penalty: 3356.463135
	Iteration 42Q: 3 clusters Score -3628590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3628594.500000 Penalty: 3356.463135
	Iteration 43Q: 3 clusters Score -3628594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3628608.750000 Penalty: 3356.463135
	Iteration 44Q: 3 clusters Score -3628609 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3628619.750000 Penalty: 3356.463135
	Iteration 45Q: 3 clusters Score -3628620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3628624.250000 Penalty: 3356.463135
	Iteration 46Q: 3 clusters Score -3628624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3628632.250000 Penalty: 3356.463135
	Iteration 47Q: 3 clusters Score -3628632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3628633.750000 Penalty: 3356.463135
	Iteration 48Q: 3 clusters Score -3628634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3628642.000000 Penalty: 3356.463135
	Iteration 49Q: 3 clusters Score -3628642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3628647.000000 Penalty: 3356.463135
	Iteration 50Q: 3 clusters Score -3628647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3628651.500000 Penalty: 3356.463135
	Iteration 51Q: 3 clusters Score -3628652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3628663.750000 Penalty: 3356.463135
	Iteration 52Q: 3 clusters Score -3628664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3628671.500000 Penalty: 3356.463135
	Iteration 53Q: 3 clusters Score -3628672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3628669.250000 Penalty: 3356.463135
	Iteration 54Q: 3 clusters Score -3628669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3628671.750000 Penalty: 3356.463135
	Iteration 55Q: 3 clusters Score -3628672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3628674.250000 Penalty: 3356.463135
	Iteration 56Q: 3 clusters Score -3628674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3628686.500000 Penalty: 3356.463135
	Iteration 57Q: 3 clusters Score -3628686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3628686.000000 Penalty: 3356.463135
	Iteration 58Q: 3 clusters Score -3628686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3628697.750000 Penalty: 3356.463135
	Iteration 59Q: 3 clusters Score -3628698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3628705.500000 Penalty: 3356.463135
	Iteration 60F: 3 clusters Score -3628706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3628700.750000 Penalty: 3356.463135
	Iteration 61Q: 3 clusters Score -3628701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3628700.750000 Penalty: 3356.463135
	Iteration 62Q: 3 clusters Score -3628701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3628704.250000 Penalty: 3356.463135
	Iteration 63Q: 3 clusters Score -3628704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3628701.500000 Penalty: 3356.463135
	Iteration 64Q: 3 clusters Score -3628702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3628705.000000 Penalty: 3356.463135
	Iteration 65Q: 3 clusters Score -3628705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3628702.750000 Penalty: 3356.463135
	Iteration 66Q: 3 clusters Score -3628703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3628702.000000 Penalty: 3356.463135
	Iteration 67Q: 3 clusters Score -3628702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3628701.750000 Penalty: 3356.463135
	Iteration 68Q: 3 clusters Score -3628702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3628703.000000 Penalty: 3356.463135
	Iteration 69Q: 3 clusters Score -3628703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3628706.750000 Penalty: 3356.463135
	Iteration 70Q: 3 clusters Score -3628707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3628703.750000 Penalty: 3356.463135
	Iteration 71Q: 3 clusters Score -3628704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3628705.750000 Penalty: 3356.463135
	Iteration 72Q: 3 clusters Score -3628706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3628712.000000 Penalty: 3356.463135
	Iteration 73Q: 3 clusters Score -3628712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3628710.750000 Penalty: 3356.463135
	Iteration 74Q: 3 clusters Score -3628711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3628710.750000 Penalty: 3356.463135
	Iteration 75F: 3 clusters Score -3628711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Entering Unmasked Estep 
Score: -546833.062500 Penalty: 1367.463501
	Iteration 0F: 2 clusters Score -546833.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -543192.250000 Penalty: 2734.927002
	Iteration 0F: 3 clusters Score -543192.2 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -544305.875000 Penalty: 2734.927002
	Iteration 1F: 3 clusters Score -544305.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -544600.812500 Penalty: 2734.927002
	Iteration 2F: 3 clusters Score -544600.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -544849.062500 Penalty: 2734.927002
	Iteration 3F: 3 clusters Score -544849.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -545103.375000 Penalty: 2734.927002
	Iteration 4F: 3 clusters Score -545103.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -545334.187500 Penalty: 2734.927002
	Iteration 5F: 3 clusters Score -545334.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -545509.312500 Penalty: 2734.927002
	Iteration 6F: 3 clusters Score -545509.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -545658.812500 Penalty: 2734.927002
	Iteration 7Q: 3 clusters Score -545658.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -545787.812500 Penalty: 2734.927002
	Iteration 8Q: 3 clusters Score -545787.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -545869.687500 Penalty: 2734.927002
	Iteration 9Q: 3 clusters Score -545869.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -545921.000000 Penalty: 2734.927002
	Iteration 10Q: 3 clusters Score -545921 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -545946.250000 Penalty: 2734.927002
	Iteration 11Q: 3 clusters Score -545946.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -545964.000000 Penalty: 2734.927002
	Iteration 12Q: 3 clusters Score -545964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -545972.125000 Penalty: 2734.927002
	Iteration 13Q: 3 clusters Score -545972.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -545982.750000 Penalty: 2734.927002
	Iteration 14Q: 3 clusters Score -545982.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -545992.625000 Penalty: 2734.927002
	Iteration 15Q: 3 clusters Score -545992.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -546001.312500 Penalty: 2734.927002
	Iteration 16Q: 3 clusters Score -546001.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -546012.750000 Penalty: 2734.927002
	Iteration 17Q: 3 clusters Score -546012.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -546017.437500 Penalty: 2734.927002
	Iteration 18Q: 3 clusters Score -546017.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -546021.375000 Penalty: 2734.927002
	Iteration 19Q: 3 clusters Score -546021.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -546022.375000 Penalty: 2734.927002
	Iteration 20F: 3 clusters Score -546022.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -546027.500000 Penalty: 2734.927002
	Iteration 21Q: 3 clusters Score -546027.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -546030.875000 Penalty: 2734.927002
	Iteration 22Q: 3 clusters Score -546030.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -546033.250000 Penalty: 2734.927002
	Iteration 23Q: 3 clusters Score -546033.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -546037.562500 Penalty: 2734.927002
	Iteration 24Q: 3 clusters Score -546037.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -546041.187500 Penalty: 2734.927002
	Iteration 25Q: 3 clusters Score -546041.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -546047.062500 Penalty: 2734.927002
	Iteration 26Q: 3 clusters Score -546047.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -546050.625000 Penalty: 2734.927002
	Iteration 27Q: 3 clusters Score -546050.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -546053.187500 Penalty: 2734.927002
	Iteration 28Q: 3 clusters Score -546053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -546057.687500 Penalty: 2734.927002
	Iteration 29Q: 3 clusters Score -546057.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -546060.125000 Penalty: 2734.927002
	Iteration 30Q: 3 clusters Score -546060.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -546061.250000 Penalty: 2734.927002
	Iteration 31Q: 3 clusters Score -546061.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -546061.937500 Penalty: 2734.927002
	Iteration 32Q: 3 clusters Score -546061.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -546063.062500 Penalty: 2734.927002
	Iteration 33Q: 3 clusters Score -546063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -546063.375000 Penalty: 2734.927002
	Iteration 34Q: 3 clusters Score -546063.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -546063.375000 Penalty: 2734.927002
	Iteration 35Q: 3 clusters Score -546063.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -546063.312500 Penalty: 2734.927002
	Iteration 36Q: 3 clusters Score -546063.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -546065.062500 Penalty: 2734.927002
	Iteration 37Q: 3 clusters Score -546065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -546064.875000 Penalty: 2734.927002
	Iteration 38Q: 3 clusters Score -546064.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -546067.812500 Penalty: 2734.927002
	Iteration 39Q: 3 clusters Score -546067.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -546069.250000 Penalty: 2734.927002
	Iteration 40F: 3 clusters Score -546069.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -546069.812500 Penalty: 2734.927002
	Iteration 41Q: 3 clusters Score -546069.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -546070.187500 Penalty: 2734.927002
	Iteration 42Q: 3 clusters Score -546070.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -546072.312500 Penalty: 2734.927002
	Iteration 43Q: 3 clusters Score -546072.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -546072.375000 Penalty: 2734.927002
	Iteration 44Q: 3 clusters Score -546072.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -546073.125000 Penalty: 2734.927002
	Iteration 45Q: 3 clusters Score -546073.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -546073.250000 Penalty: 2734.927002
	Iteration 46Q: 3 clusters Score -546073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -546073.687500 Penalty: 2734.927002
	Iteration 47Q: 3 clusters Score -546073.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -546074.187500 Penalty: 2734.927002
	Iteration 48Q: 3 clusters Score -546074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -546074.500000 Penalty: 2734.927002
	Iteration 49Q: 3 clusters Score -546074.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -546074.500000 Penalty: 2734.927002
	Iteration 50F: 3 clusters Score -546074.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Entering Unmasked Estep 
Score: -3442673.500000 Penalty: 1659.079712
	Iteration 0F: 2 clusters Score -3442674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3424264.250000 Penalty: 3318.159424
	Iteration 0F: 3 clusters Score -3424264 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3431321.500000 Penalty: 3318.159424
	Iteration 1F: 3 clusters Score -3431322 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3431770.000000 Penalty: 3318.159424
	Iteration 2Q: 3 clusters Score -3431770 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3432249.750000 Penalty: 3318.159424
	Iteration 3Q: 3 clusters Score -3432250 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3432735.250000 Penalty: 3318.159424
	Iteration 4Q: 3 clusters Score -3432735 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3433271.750000 Penalty: 3318.159424
	Iteration 5Q: 3 clusters Score -3433272 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3433867.750000 Penalty: 3318.159424
	Iteration 6Q: 3 clusters Score -3433868 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3434430.500000 Penalty: 3318.159424
	Iteration 7Q: 3 clusters Score -3434430 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3435043.500000 Penalty: 3318.159424
	Iteration 8Q: 3 clusters Score -3435044 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3435644.250000 Penalty: 3318.159424
	Iteration 9Q: 3 clusters Score -3435644 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3436343.250000 Penalty: 3318.159424
	Iteration 10Q: 3 clusters Score -3436343 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3437047.500000 Penalty: 3318.159424
	Iteration 11Q: 3 clusters Score -3437048 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3437688.250000 Penalty: 3318.159424
	Iteration 12Q: 3 clusters Score -3437688 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3438061.000000 Penalty: 3318.159424
	Iteration 13Q: 3 clusters Score -3438061 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3438293.500000 Penalty: 3318.159424
	Iteration 14Q: 3 clusters Score -3438294 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3438454.750000 Penalty: 3318.159424
	Iteration 15Q: 3 clusters Score -3438455 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3438584.750000 Penalty: 3318.159424
	Iteration 16Q: 3 clusters Score -3438585 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3438674.750000 Penalty: 3318.159424
	Iteration 17Q: 3 clusters Score -3438675 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3438768.500000 Penalty: 3318.159424
	Iteration 18Q: 3 clusters Score -3438768 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3438843.000000 Penalty: 3318.159424
	Iteration 19Q: 3 clusters Score -3438843 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3438921.750000 Penalty: 3318.159424
	Iteration 20F: 3 clusters Score -3438922 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3438986.750000 Penalty: 3318.159424
	Iteration 21Q: 3 clusters Score -3438987 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3439039.000000 Penalty: 3318.159424
	Iteration 22Q: 3 clusters Score -3439039 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3439077.000000 Penalty: 3318.159424
	Iteration 23Q: 3 clusters Score -3439077 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3439105.500000 Penalty: 3318.159424
	Iteration 24Q: 3 clusters Score -3439106 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3439122.500000 Penalty: 3318.159424
	Iteration 25Q: 3 clusters Score -3439122 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3439145.500000 Penalty: 3318.159424
	Iteration 26Q: 3 clusters Score -3439146 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -3439168.000000 Penalty: 3318.159424
	Iteration 27Q: 3 clusters Score -3439168 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3439188.750000 Penalty: 3318.159424
	Iteration 28Q: 3 clusters Score -3439189 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3439202.750000 Penalty: 3318.159424
	Iteration 29Q: 3 clusters Score -3439203 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3439220.750000 Penalty: 3318.159424
	Iteration 30Q: 3 clusters Score -3439221 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3439242.000000 Penalty: 3318.159424
	Iteration 31Q: 3 clusters Score -3439242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3439243.000000 Penalty: 3318.159424
	Iteration 32Q: 3 clusters Score -3439243 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3439247.250000 Penalty: 3318.159424
	Iteration 33Q: 3 clusters Score -3439247 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3439265.500000 Penalty: 3318.159424
	Iteration 34Q: 3 clusters Score -3439266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -3439274.250000 Penalty: 3318.159424
	Iteration 35Q: 3 clusters Score -3439274 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -3439269.500000 Penalty: 3318.159424
	Iteration 36Q: 3 clusters Score -3439270 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3439282.250000 Penalty: 3318.159424
	Iteration 37Q: 3 clusters Score -3439282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3439284.250000 Penalty: 3318.159424
	Iteration 38Q: 3 clusters Score -3439284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -3439290.250000 Penalty: 3318.159424
	Iteration 39Q: 3 clusters Score -3439290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3439295.750000 Penalty: 3318.159424
	Iteration 40F: 3 clusters Score -3439296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -3439297.000000 Penalty: 3318.159424
	Iteration 41Q: 3 clusters Score -3439297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3439296.250000 Penalty: 3318.159424
	Iteration 42Q: 3 clusters Score -3439296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3439296.500000 Penalty: 3318.159424
	Iteration 43Q: 3 clusters Score -3439296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3439304.750000 Penalty: 3318.159424
	Iteration 44Q: 3 clusters Score -3439305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3439310.750000 Penalty: 3318.159424
	Iteration 45Q: 3 clusters Score -3439311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -3439303.500000 Penalty: 3318.159424
	Iteration 46Q: 3 clusters Score -3439304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3439303.500000 Penalty: 3318.159424
	Iteration 47Q: 3 clusters Score -3439304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3439306.500000 Penalty: 3318.159424
	Iteration 48Q: 3 clusters Score -3439306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -3439306.500000 Penalty: 3318.159424
	Iteration 49Q: 3 clusters Score -3439306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3439312.000000 Penalty: 3318.159424
	Iteration 50Q: 3 clusters Score -3439312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -3439311.250000 Penalty: 3318.159424
	Iteration 51Q: 3 clusters Score -3439311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -3439306.750000 Penalty: 3318.159424
	Iteration 52Q: 3 clusters Score -3439307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -3439311.250000 Penalty: 3318.159424
	Iteration 53Q: 3 clusters Score -3439311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3439313.500000 Penalty: 3318.159424
	Iteration 54Q: 3 clusters Score -3439314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3439313.000000 Penalty: 3318.159424
	Iteration 55Q: 3 clusters Score -3439313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -3439308.750000 Penalty: 3318.159424
	Iteration 56Q: 3 clusters Score -3439309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3439308.000000 Penalty: 3318.159424
	Iteration 57Q: 3 clusters Score -3439308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -3439303.250000 Penalty: 3318.159424
	Iteration 58Q: 3 clusters Score -3439303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3439309.500000 Penalty: 3318.159424
	Iteration 59Q: 3 clusters Score -3439310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -3439310.750000 Penalty: 3318.159424
	Iteration 60F: 3 clusters Score -3439311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3439314.000000 Penalty: 3318.159424
	Iteration 61Q: 3 clusters Score -3439314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -3439307.250000 Penalty: 3318.159424
	Iteration 62Q: 3 clusters Score -3439307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -3439308.250000 Penalty: 3318.159424
	Iteration 63Q: 3 clusters Score -3439308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3439306.250000 Penalty: 3318.159424
	Iteration 64Q: 3 clusters Score -3439306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -3439314.000000 Penalty: 3318.159424
	Iteration 65Q: 3 clusters Score -3439314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3439312.500000 Penalty: 3318.159424
	Iteration 66Q: 3 clusters Score -3439312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -3439307.500000 Penalty: 3318.159424
	Iteration 67Q: 3 clusters Score -3439308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -3439306.250000 Penalty: 3318.159424
	Iteration 68Q: 3 clusters Score -3439306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -3439310.750000 Penalty: 3318.159424
	Iteration 69Q: 3 clusters Score -3439311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3439306.000000 Penalty: 3318.159424
	Iteration 70Q: 3 clusters Score -3439306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -3439312.000000 Penalty: 3318.159424
	Iteration 71Q: 3 clusters Score -3439312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -3439323.250000 Penalty: 3318.159424
	Iteration 72Q: 3 clusters Score -3439323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -3439323.500000 Penalty: 3318.159424
	Iteration 73Q: 3 clusters Score -3439324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -3439317.750000 Penalty: 3318.159424
	Iteration 74Q: 3 clusters Score -3439318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3439311.500000 Penalty: 3318.159424
	Iteration 75Q: 3 clusters Score -3439312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3439314.750000 Penalty: 3318.159424
	Iteration 76Q: 3 clusters Score -3439315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3439318.750000 Penalty: 3318.159424
	Iteration 77Q: 3 clusters Score -3439319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -3439318.500000 Penalty: 3318.159424
	Iteration 78Q: 3 clusters Score -3439318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3439316.500000 Penalty: 3318.159424
	Iteration 79Q: 3 clusters Score -3439316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -3439320.000000 Penalty: 3318.159424
	Iteration 80F: 3 clusters Score -3439320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3439326.500000 Penalty: 3318.159424
	Iteration 81Q: 3 clusters Score -3439326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -3439324.750000 Penalty: 3318.159424
	Iteration 82Q: 3 clusters Score -3439325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3439323.000000 Penalty: 3318.159424
	Iteration 83Q: 3 clusters Score -3439323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3439329.000000 Penalty: 3318.159424
	Iteration 84Q: 3 clusters Score -3439329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -3439327.750000 Penalty: 3318.159424
	Iteration 85Q: 3 clusters Score -3439328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3439326.500000 Penalty: 3318.159424
	Iteration 86Q: 3 clusters Score -3439326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3439330.000000 Penalty: 3318.159424
	Iteration 87Q: 3 clusters Score -3439330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3439329.750000 Penalty: 3318.159424
	Iteration 88Q: 3 clusters Score -3439330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -3439325.000000 Penalty: 3318.159424
	Iteration 89Q: 3 clusters Score -3439325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -3439329.750000 Penalty: 3318.159424
	Iteration 90Q: 3 clusters Score -3439330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -3439330.750000 Penalty: 3318.159424
	Iteration 91Q: 3 clusters Score -3439331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3439331.000000 Penalty: 3318.159424
	Iteration 92Q: 3 clusters Score -3439331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3439331.500000 Penalty: 3318.159424
	Iteration 93Q: 3 clusters Score -3439332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3439331.000000 Penalty: 3318.159424
	Iteration 94Q: 3 clusters Score -3439331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3439332.750000 Penalty: 3318.159424
	Iteration 95Q: 3 clusters Score -3439333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -3439332.750000 Penalty: 3318.159424
	Iteration 96Q: 3 clusters Score -3439333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -3439332.500000 Penalty: 3318.159424
	Iteration 97Q: 3 clusters Score -3439332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -3439334.750000 Penalty: 3318.159424
	Iteration 98Q: 3 clusters Score -3439335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3439328.500000 Penalty: 3318.159424
	Iteration 99Q: 3 clusters Score -3439328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3439328.500000 Penalty: 3318.159424
	Iteration 100F: 3 clusters Score -3439328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Entering Unmasked Estep 
Score: -2236077.000000 Penalty: 1588.349731
	Iteration 0F: 2 clusters Score -2236077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2223995.750000 Penalty: 3176.699463
	Iteration 0F: 3 clusters Score -2223996 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2228144.000000 Penalty: 3176.699463
	Iteration 1F: 3 clusters Score -2228144 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2228426.250000 Penalty: 3176.699463
	Iteration 2Q: 3 clusters Score -2228426 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2228671.000000 Penalty: 3176.699463
	Iteration 3Q: 3 clusters Score -2228671 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2228903.750000 Penalty: 3176.699463
	Iteration 4Q: 3 clusters Score -2228904 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2229188.250000 Penalty: 3176.699463
	Iteration 5Q: 3 clusters Score -2229188 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2229597.000000 Penalty: 3176.699463
	Iteration 6Q: 3 clusters Score -2229597 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2230197.750000 Penalty: 3176.699463
	Iteration 7F: 3 clusters Score -2230198 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2231049.000000 Penalty: 3176.699463
	Iteration 8F: 3 clusters Score -2231049 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2232031.250000 Penalty: 3176.699463
	Iteration 9F: 3 clusters Score -2232031 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2232984.250000 Penalty: 3176.699463
	Iteration 10F: 3 clusters Score -2232984 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2233743.250000 Penalty: 3176.699463
	Iteration 11Q: 3 clusters Score -2233743 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2234201.250000 Penalty: 3176.699463
	Iteration 12Q: 3 clusters Score -2234201 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2234416.000000 Penalty: 3176.699463
	Iteration 13Q: 3 clusters Score -2234416 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2234536.750000 Penalty: 3176.699463
	Iteration 14Q: 3 clusters Score -2234537 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2234617.250000 Penalty: 3176.699463
	Iteration 15Q: 3 clusters Score -2234617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2234650.500000 Penalty: 3176.699463
	Iteration 16Q: 3 clusters Score -2234650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2234659.250000 Penalty: 3176.699463
	Iteration 17Q: 3 clusters Score -2234659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2234670.000000 Penalty: 3176.699463
	Iteration 18Q: 3 clusters Score -2234670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2234680.500000 Penalty: 3176.699463
	Iteration 19Q: 3 clusters Score -2234680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2234681.500000 Penalty: 3176.699463
	Iteration 20F: 3 clusters Score -2234682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2234683.500000 Penalty: 3176.699463
	Iteration 21Q: 3 clusters Score -2234684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2234684.750000 Penalty: 3176.699463
	Iteration 22Q: 3 clusters Score -2234685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2234686.250000 Penalty: 3176.699463
	Iteration 23Q: 3 clusters Score -2234686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2234686.500000 Penalty: 3176.699463
	Iteration 24Q: 3 clusters Score -2234686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2234687.500000 Penalty: 3176.699463
	Iteration 25Q: 3 clusters Score -2234688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2234689.250000 Penalty: 3176.699463
	Iteration 26Q: 3 clusters Score -2234689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2234691.250000 Penalty: 3176.699463
	Iteration 27Q: 3 clusters Score -2234691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2234691.250000 Penalty: 3176.699463
	Iteration 28Q: 3 clusters Score -2234691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2234693.000000 Penalty: 3176.699463
	Iteration 29Q: 3 clusters Score -2234693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2234696.500000 Penalty: 3176.699463
	Iteration 30Q: 3 clusters Score -2234696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2234695.750000 Penalty: 3176.699463
	Iteration 31Q: 3 clusters Score -2234696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2234694.750000 Penalty: 3176.699463
	Iteration 32Q: 3 clusters Score -2234695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2234694.750000 Penalty: 3176.699463
	Iteration 33F: 3 clusters Score -2234695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -18749.761719 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -18749.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18295.140625 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -18295.14 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18866.429688 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -18866.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19157.287109 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -19157.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19441.511719 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -19441.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19480.951172 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -19480.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19517.248047 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -19517.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19525.103516 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -19525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19566.841797 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -19566.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19578.710938 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -19578.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19610.164062 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -19610.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19629.191406 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -19629.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19631.544922 Penalty: 1858.033936
	Iteration 11Q: 3 clusters Score -19631.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19637.296875 Penalty: 1858.033936
	Iteration 12F: 3 clusters Score -19637.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19641.871094 Penalty: 1858.033936
	Iteration 13Q: 3 clusters Score -19641.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19641.871094 Penalty: 1858.033936
	Iteration 14F: 3 clusters Score -19641.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130633 members 
Mstep: Class 20 contains 12559 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88502 members 
Mstep: Class 30 contains 4871 members 
Mstep: Class 31 contains 198 members 
Entering Unmasked Estep 
Score: -108941376.000000 Penalty: 68979.507812
Splitting cluster 14 changes total score from -108941752.000000 to -108941376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (90940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90940 members 
Entering Unmasked Estep 
Score: -11660363.000000 Penalty: 1855.417725
	Iteration 0F: 2 clusters Score -1.166036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -11601026.000000 Penalty: 3710.835449
	Iteration 0F: 3 clusters Score -1.160103e+07 nChanged 43167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -11626516.000000 Penalty: 3710.835449
	Iteration 1F: 3 clusters Score -1.162652e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
Score: -11627807.000000 Penalty: 3710.835449
	Iteration 2Q: 3 clusters Score -1.162781e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -11629872.000000 Penalty: 3710.835449
	Iteration 3Q: 3 clusters Score -1.162987e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -11633328.000000 Penalty: 3710.835449
	Iteration 4F: 3 clusters Score -1.163333e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 66959 members 
Entering Unmasked Estep 
Score: -11638551.000000 Penalty: 3710.835449
	Iteration 5F: 3 clusters Score -1.163855e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -11644213.000000 Penalty: 3710.835449
	Iteration 6F: 3 clusters Score -1.164421e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -11648854.000000 Penalty: 3710.835449
	Iteration 7F: 3 clusters Score -1.164885e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -11651875.000000 Penalty: 3710.835449
	Iteration 8Q: 3 clusters Score -1.165188e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 83376 members 
Entering Unmasked Estep 
Score: -11653814.000000 Penalty: 3710.835449
	Iteration 9Q: 3 clusters Score -1.165381e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 84893 members 
Entering Unmasked Estep 
Score: -11655143.000000 Penalty: 3710.835449
	Iteration 10Q: 3 clusters Score -1.165514e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -11656054.000000 Penalty: 3710.835449
	Iteration 11Q: 3 clusters Score -1.165605e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -11656685.000000 Penalty: 3710.835449
	Iteration 12Q: 3 clusters Score -1.165668e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -11657139.000000 Penalty: 3710.835449
	Iteration 13Q: 3 clusters Score -1.165714e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 88209 members 
Entering Unmasked Estep 
Score: -11657519.000000 Penalty: 3710.835449
	Iteration 14Q: 3 clusters Score -1.165752e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 88618 members 
Entering Unmasked Estep 
Score: -11657794.000000 Penalty: 3710.835449
	Iteration 15Q: 3 clusters Score -1.165779e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 88947 members 
Entering Unmasked Estep 
Score: -11658005.000000 Penalty: 3710.835449
	Iteration 16Q: 3 clusters Score -1.1658e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -11658139.000000 Penalty: 3710.835449
	Iteration 17Q: 3 clusters Score -1.165814e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 89375 members 
Entering Unmasked Estep 
Score: -11658282.000000 Penalty: 3710.835449
	Iteration 18Q: 3 clusters Score -1.165828e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -11658354.000000 Penalty: 3710.835449
	Iteration 19Q: 3 clusters Score -1.165835e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 89637 members 
Entering Unmasked Estep 
Score: -11658405.000000 Penalty: 3710.835449
	Iteration 20F: 3 clusters Score -1.16584e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 89745 members 
Entering Unmasked Estep 
Score: -11658468.000000 Penalty: 3710.835449
	Iteration 21Q: 3 clusters Score -1.165847e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -11658515.000000 Penalty: 3710.835449
	Iteration 22Q: 3 clusters Score -1.165852e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 89878 members 
Entering Unmasked Estep 
Score: -11658544.000000 Penalty: 3710.835449
	Iteration 23Q: 3 clusters Score -1.165854e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -11658577.000000 Penalty: 3710.835449
	Iteration 24Q: 3 clusters Score -1.165858e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 89964 members 
Entering Unmasked Estep 
Score: -11658603.000000 Penalty: 3710.835449
	Iteration 25Q: 3 clusters Score -1.16586e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -11658624.000000 Penalty: 3710.835449
	Iteration 26Q: 3 clusters Score -1.165862e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 90020 members 
Entering Unmasked Estep 
Score: -11658629.000000 Penalty: 3710.835449
	Iteration 27Q: 3 clusters Score -1.165863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 90041 members 
Entering Unmasked Estep 
Score: -11658628.000000 Penalty: 3710.835449
	Iteration 28Q: 3 clusters Score -1.165863e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 90067 members 
Entering Unmasked Estep 
Score: -11658640.000000 Penalty: 3710.835449
	Iteration 29Q: 3 clusters Score -1.165864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 90094 members 
Entering Unmasked Estep 
Score: -11658655.000000 Penalty: 3710.835449
	Iteration 30Q: 3 clusters Score -1.165866e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -11658692.000000 Penalty: 3710.835449
	Iteration 31Q: 3 clusters Score -1.165869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 90128 members 
Entering Unmasked Estep 
Score: -11658685.000000 Penalty: 3710.835449
	Iteration 32Q: 3 clusters Score -1.165868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 90140 members 
Entering Unmasked Estep 
Score: -11658690.000000 Penalty: 3710.835449
	Iteration 33Q: 3 clusters Score -1.165869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -11658694.000000 Penalty: 3710.835449
	Iteration 34Q: 3 clusters Score -1.165869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 90163 members 
Entering Unmasked Estep 
Score: -11658693.000000 Penalty: 3710.835449
	Iteration 35Q: 3 clusters Score -1.165869e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 90171 members 
Entering Unmasked Estep 
Score: -11658707.000000 Penalty: 3710.835449
	Iteration 36Q: 3 clusters Score -1.165871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 90179 members 
Entering Unmasked Estep 
Score: -11658702.000000 Penalty: 3710.835449
	Iteration 37Q: 3 clusters Score -1.16587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 90185 members 
Entering Unmasked Estep 
Score: -11658705.000000 Penalty: 3710.835449
	Iteration 38Q: 3 clusters Score -1.16587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 90189 members 
Entering Unmasked Estep 
Score: -11658711.000000 Penalty: 3710.835449
	Iteration 39Q: 3 clusters Score -1.165871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -11658720.000000 Penalty: 3710.835449
	Iteration 40F: 3 clusters Score -1.165872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 90199 members 
Entering Unmasked Estep 
Score: -11658728.000000 Penalty: 3710.835449
	Iteration 41Q: 3 clusters Score -1.165873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 90204 members 
Entering Unmasked Estep 
Score: -11658728.000000 Penalty: 3710.835449
	Iteration 42Q: 3 clusters Score -1.165873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 90210 members 
Entering Unmasked Estep 
Score: -11658736.000000 Penalty: 3710.835449
	Iteration 43Q: 3 clusters Score -1.165874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -11658731.000000 Penalty: 3710.835449
	Iteration 44Q: 3 clusters Score -1.165873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 90223 members 
Entering Unmasked Estep 
Score: -11658746.000000 Penalty: 3710.835449
	Iteration 45Q: 3 clusters Score -1.165875e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 90235 members 
Entering Unmasked Estep 
Score: -11658753.000000 Penalty: 3710.835449
	Iteration 46Q: 3 clusters Score -1.165875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 90245 members 
Entering Unmasked Estep 
Score: -11658758.000000 Penalty: 3710.835449
	Iteration 47Q: 3 clusters Score -1.165876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -11658764.000000 Penalty: 3710.835449
	Iteration 48Q: 3 clusters Score -1.165876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -11658775.000000 Penalty: 3710.835449
	Iteration 49Q: 3 clusters Score -1.165878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 90273 members 
Entering Unmasked Estep 
Score: -11658770.000000 Penalty: 3710.835449
	Iteration 50Q: 3 clusters Score -1.165877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -11658770.000000 Penalty: 3710.835449
	Iteration 51Q: 3 clusters Score -1.165877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 90280 members 
Entering Unmasked Estep 
Score: -11658771.000000 Penalty: 3710.835449
	Iteration 52Q: 3 clusters Score -1.165877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 90282 members 
Entering Unmasked Estep 
Score: -11658779.000000 Penalty: 3710.835449
	Iteration 53Q: 3 clusters Score -1.165878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 90285 members 
Entering Unmasked Estep 
Score: -11658775.000000 Penalty: 3710.835449
	Iteration 54Q: 3 clusters Score -1.165878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 90288 members 
Entering Unmasked Estep 
Score: -11658778.000000 Penalty: 3710.835449
	Iteration 55Q: 3 clusters Score -1.165878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 90289 members 
Entering Unmasked Estep 
Score: -11658778.000000 Penalty: 3710.835449
	Iteration 56Q: 3 clusters Score -1.165878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 90292 members 
Entering Unmasked Estep 
Score: -11658785.000000 Penalty: 3710.835449
	Iteration 57Q: 3 clusters Score -1.165878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -11658784.000000 Penalty: 3710.835449
	Iteration 58Q: 3 clusters Score -1.165878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 90296 members 
Entering Unmasked Estep 
Score: -11658784.000000 Penalty: 3710.835449
	Iteration 59Q: 3 clusters Score -1.165878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 90296 members 
Entering Unmasked Estep 
Score: -11658784.000000 Penalty: 3710.835449
	Iteration 60F: 3 clusters Score -1.165878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Entering Unmasked Estep 
Score: -4102366.000000 Penalty: 1686.538208
	Iteration 0F: 2 clusters Score -4102366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 15439 members 
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Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4091996 nChanged 1130
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Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4093021 nChanged 1315
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Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4093714 nChanged 1423
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Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4094547 nChanged 1431
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Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4095393 nChanged 1325
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Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4096665 nChanged 938
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Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4097397 nChanged 687
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Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4098055 nChanged 637
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Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4098412 nChanged 617
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Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4098788 nChanged 550
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Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26844 members 
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4099515 nChanged 448
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Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4099828 nChanged 394
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Mstep: Class 1 contains 27494 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27966 members 
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	Iteration 31Q: 3 clusters Score -4100277 nChanged 148
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	Iteration 32Q: 3 clusters Score -4100314 nChanged 139
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Mstep: Class 1 contains 28317 members 
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	Iteration 34Q: 3 clusters Score -4100388 nChanged 119
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4100407 nChanged 111
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	Iteration 36Q: 3 clusters Score -4100420 nChanged 98
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	Iteration 37Q: 3 clusters Score -4100449 nChanged 91
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4100475 nChanged 83
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Mstep: Class 1 contains 28877 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4100491 nChanged 75
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	Iteration 41Q: 3 clusters Score -4100504 nChanged 70
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Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4100520 nChanged 74
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	Iteration 43Q: 3 clusters Score -4100540 nChanged 65
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4100540 nChanged 58
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4100550 nChanged 49
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	Iteration 48Q: 3 clusters Score -4100589 nChanged 58
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	Iteration 49Q: 3 clusters Score -4100583 nChanged 55
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	Iteration 50Q: 3 clusters Score -4100595 nChanged 54
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	Iteration 52Q: 3 clusters Score -4100622 nChanged 48
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4100638 nChanged 39
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	Iteration 56Q: 3 clusters Score -4100636 nChanged 41
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4100644 nChanged 35
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	Iteration 58Q: 3 clusters Score -4100648 nChanged 42
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Mstep: Class 1 contains 29852 members 
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	Iteration 59Q: 3 clusters Score -4100666 nChanged 43
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	Iteration 60F: 3 clusters Score -4100662 nChanged 32
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	Iteration 61Q: 3 clusters Score -4100660 nChanged 24
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	Iteration 62Q: 3 clusters Score -4100664 nChanged 28
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Mstep: Class 1 contains 29979 members 
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	Iteration 63Q: 3 clusters Score -4100679 nChanged 23
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	Iteration 64Q: 3 clusters Score -4100676 nChanged 26
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	Iteration 65Q: 3 clusters Score -4100679 nChanged 28
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	Iteration 66Q: 3 clusters Score -4100684 nChanged 28
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	Iteration 67Q: 3 clusters Score -4100691 nChanged 37
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	Iteration 68Q: 3 clusters Score -4100692 nChanged 44
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	Iteration 69Q: 3 clusters Score -4100706 nChanged 50
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	Iteration 70Q: 3 clusters Score -4100711 nChanged 31
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	Iteration 71Q: 3 clusters Score -4100720 nChanged 37
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	Iteration 72Q: 3 clusters Score -4100717 nChanged 28
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	Iteration 73Q: 3 clusters Score -4100725 nChanged 29
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	Iteration 74Q: 3 clusters Score -4100734 nChanged 28
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	Iteration 75Q: 3 clusters Score -4100735 nChanged 25
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	Iteration 76Q: 3 clusters Score -4100743 nChanged 21
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	Iteration 77Q: 3 clusters Score -4100754 nChanged 26
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	Iteration 78Q: 3 clusters Score -4100758 nChanged 22
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	Iteration 79Q: 3 clusters Score -4100768 nChanged 19
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	Iteration 80F: 3 clusters Score -4100773 nChanged 16
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	Iteration 81Q: 3 clusters Score -4100771 nChanged 11
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	Iteration 82Q: 3 clusters Score -4100774 nChanged 9
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	Iteration 83Q: 3 clusters Score -4100776 nChanged 4
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	Iteration 84Q: 3 clusters Score -4100776 nChanged 3
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	Iteration 85Q: 3 clusters Score -4100781 nChanged 3
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	Iteration 86Q: 3 clusters Score -4100780 nChanged 7
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	Iteration 87Q: 3 clusters Score -4100773 nChanged 8
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	Iteration 88Q: 3 clusters Score -4100778 nChanged 8
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	Iteration 89Q: 3 clusters Score -4100776 nChanged 3
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	Iteration 90Q: 3 clusters Score -4100776 nChanged 7
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	Iteration 91Q: 3 clusters Score -4100778 nChanged 6
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	Iteration 92Q: 3 clusters Score -4100776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4100779.000000 Penalty: 3373.076416
	Iteration 93Q: 3 clusters Score -4100779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4100785.000000 Penalty: 3373.076416
	Iteration 94Q: 3 clusters Score -4100785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4100783.000000 Penalty: 3373.076416
	Iteration 95Q: 3 clusters Score -4100783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4100784.500000 Penalty: 3373.076416
	Iteration 96Q: 3 clusters Score -4100784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4100784.250000 Penalty: 3373.076416
	Iteration 97Q: 3 clusters Score -4100784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4100778.500000 Penalty: 3373.076416
	Iteration 98Q: 3 clusters Score -4100778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4100783.500000 Penalty: 3373.076416
	Iteration 99Q: 3 clusters Score -4100784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4100783.750000 Penalty: 3373.076416
	Iteration 100F: 3 clusters Score -4100784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4100787.250000 Penalty: 3373.076416
	Iteration 101Q: 3 clusters Score -4100787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4100787.250000 Penalty: 3373.076416
	Iteration 102Q: 3 clusters Score -4100787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4100793.500000 Penalty: 3373.076416
	Iteration 103Q: 3 clusters Score -4100794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4100795.500000 Penalty: 3373.076416
	Iteration 104Q: 3 clusters Score -4100796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4100798.250000 Penalty: 3373.076416
	Iteration 105Q: 3 clusters Score -4100798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4100796.500000 Penalty: 3373.076416
	Iteration 106Q: 3 clusters Score -4100796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4100798.500000 Penalty: 3373.076416
	Iteration 107Q: 3 clusters Score -4100798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4100798.750000 Penalty: 3373.076416
	Iteration 108Q: 3 clusters Score -4100799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4100801.500000 Penalty: 3373.076416
	Iteration 109Q: 3 clusters Score -4100802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4100799.000000 Penalty: 3373.076416
	Iteration 110Q: 3 clusters Score -4100799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4100796.000000 Penalty: 3373.076416
	Iteration 111Q: 3 clusters Score -4100796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4100794.250000 Penalty: 3373.076416
	Iteration 112Q: 3 clusters Score -4100794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4100796.250000 Penalty: 3373.076416
	Iteration 113Q: 3 clusters Score -4100796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4100794.500000 Penalty: 3373.076416
	Iteration 114Q: 3 clusters Score -4100794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4100793.000000 Penalty: 3373.076416
	Iteration 115Q: 3 clusters Score -4100793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4100796.250000 Penalty: 3373.076416
	Iteration 116Q: 3 clusters Score -4100796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4100791.000000 Penalty: 3373.076416
	Iteration 117Q: 3 clusters Score -4100791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4100791.750000 Penalty: 3373.076416
	Iteration 118Q: 3 clusters Score -4100792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4100798.000000 Penalty: 3373.076416
	Iteration 119Q: 3 clusters Score -4100798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4100797.500000 Penalty: 3373.076416
	Iteration 120F: 3 clusters Score -4100798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4100803.000000 Penalty: 3373.076416
	Iteration 121Q: 3 clusters Score -4100803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4100801.750000 Penalty: 3373.076416
	Iteration 122Q: 3 clusters Score -4100802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4100801.750000 Penalty: 3373.076416
	Iteration 123F: 3 clusters Score -4100802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Entering Unmasked Estep 
Score: -966262.625000 Penalty: 1453.955200
	Iteration 0F: 2 clusters Score -966262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -960561.500000 Penalty: 2907.910400
	Iteration 0F: 3 clusters Score -960561.5 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -962449.312500 Penalty: 2907.910400
	Iteration 1F: 3 clusters Score -962449.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -962809.625000 Penalty: 2907.910400
	Iteration 2F: 3 clusters Score -962809.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -963190.500000 Penalty: 2907.910400
	Iteration 3F: 3 clusters Score -963190.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -963571.312500 Penalty: 2907.910400
	Iteration 4F: 3 clusters Score -963571.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -963940.312500 Penalty: 2907.910400
	Iteration 5F: 3 clusters Score -963940.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -964251.937500 Penalty: 2907.910400
	Iteration 6F: 3 clusters Score -964251.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -964458.000000 Penalty: 2907.910400
	Iteration 7Q: 3 clusters Score -964458 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -964569.562500 Penalty: 2907.910400
	Iteration 8Q: 3 clusters Score -964569.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -964623.375000 Penalty: 2907.910400
	Iteration 9Q: 3 clusters Score -964623.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -964658.062500 Penalty: 2907.910400
	Iteration 10Q: 3 clusters Score -964658.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -964686.062500 Penalty: 2907.910400
	Iteration 11Q: 3 clusters Score -964686.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -964713.375000 Penalty: 2907.910400
	Iteration 12Q: 3 clusters Score -964713.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -964734.125000 Penalty: 2907.910400
	Iteration 13Q: 3 clusters Score -964734.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -964754.812500 Penalty: 2907.910400
	Iteration 14Q: 3 clusters Score -964754.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -964775.625000 Penalty: 2907.910400
	Iteration 15Q: 3 clusters Score -964775.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -964791.562500 Penalty: 2907.910400
	Iteration 16Q: 3 clusters Score -964791.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -964804.375000 Penalty: 2907.910400
	Iteration 17Q: 3 clusters Score -964804.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -964814.562500 Penalty: 2907.910400
	Iteration 18Q: 3 clusters Score -964814.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -964825.500000 Penalty: 2907.910400
	Iteration 19Q: 3 clusters Score -964825.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -964835.937500 Penalty: 2907.910400
	Iteration 20F: 3 clusters Score -964835.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -964844.812500 Penalty: 2907.910400
	Iteration 21Q: 3 clusters Score -964844.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -964850.000000 Penalty: 2907.910400
	Iteration 22Q: 3 clusters Score -964850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -964852.812500 Penalty: 2907.910400
	Iteration 23Q: 3 clusters Score -964852.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -964856.250000 Penalty: 2907.910400
	Iteration 24Q: 3 clusters Score -964856.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -964858.000000 Penalty: 2907.910400
	Iteration 25Q: 3 clusters Score -964858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -964857.812500 Penalty: 2907.910400
	Iteration 26Q: 3 clusters Score -964857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -964860.375000 Penalty: 2907.910400
	Iteration 27Q: 3 clusters Score -964860.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -964862.312500 Penalty: 2907.910400
	Iteration 28Q: 3 clusters Score -964862.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -964863.875000 Penalty: 2907.910400
	Iteration 29Q: 3 clusters Score -964863.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -964867.125000 Penalty: 2907.910400
	Iteration 30Q: 3 clusters Score -964867.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -964869.562500 Penalty: 2907.910400
	Iteration 31Q: 3 clusters Score -964869.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -964868.750000 Penalty: 2907.910400
	Iteration 32Q: 3 clusters Score -964868.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -964872.312500 Penalty: 2907.910400
	Iteration 33Q: 3 clusters Score -964872.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -964874.625000 Penalty: 2907.910400
	Iteration 34Q: 3 clusters Score -964874.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -964877.500000 Penalty: 2907.910400
	Iteration 35Q: 3 clusters Score -964877.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -964879.062500 Penalty: 2907.910400
	Iteration 36Q: 3 clusters Score -964879.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -964882.000000 Penalty: 2907.910400
	Iteration 37Q: 3 clusters Score -964882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -964886.125000 Penalty: 2907.910400
	Iteration 38Q: 3 clusters Score -964886.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -964891.062500 Penalty: 2907.910400
	Iteration 39Q: 3 clusters Score -964891.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -964895.000000 Penalty: 2907.910400
	Iteration 40F: 3 clusters Score -964895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -964900.750000 Penalty: 2907.910400
	Iteration 41Q: 3 clusters Score -964900.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -964907.000000 Penalty: 2907.910400
	Iteration 42Q: 3 clusters Score -964907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -964910.875000 Penalty: 2907.910400
	Iteration 43Q: 3 clusters Score -964910.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -964914.312500 Penalty: 2907.910400
	Iteration 44Q: 3 clusters Score -964914.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -964919.625000 Penalty: 2907.910400
	Iteration 45Q: 3 clusters Score -964919.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -964922.125000 Penalty: 2907.910400
	Iteration 46Q: 3 clusters Score -964922.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -964924.625000 Penalty: 2907.910400
	Iteration 47Q: 3 clusters Score -964924.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -964926.625000 Penalty: 2907.910400
	Iteration 48Q: 3 clusters Score -964926.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -964927.937500 Penalty: 2907.910400
	Iteration 49Q: 3 clusters Score -964927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -964927.000000 Penalty: 2907.910400
	Iteration 50Q: 3 clusters Score -964927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -964930.250000 Penalty: 2907.910400
	Iteration 51Q: 3 clusters Score -964930.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -964932.437500 Penalty: 2907.910400
	Iteration 52Q: 3 clusters Score -964932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -964934.562500 Penalty: 2907.910400
	Iteration 53Q: 3 clusters Score -964934.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -964935.875000 Penalty: 2907.910400
	Iteration 54Q: 3 clusters Score -964935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -964936.000000 Penalty: 2907.910400
	Iteration 55Q: 3 clusters Score -964936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -964935.187500 Penalty: 2907.910400
	Iteration 56Q: 3 clusters Score -964935.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -964936.875000 Penalty: 2907.910400
	Iteration 57Q: 3 clusters Score -964936.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -964936.437500 Penalty: 2907.910400
	Iteration 58Q: 3 clusters Score -964936.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -964936.437500 Penalty: 2907.910400
	Iteration 59F: 3 clusters Score -964936.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Entering Unmasked Estep 
Score: -483218.687500 Penalty: 1342.203979
	Iteration 0F: 2 clusters Score -483218.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -480035.687500 Penalty: 2684.407959
	Iteration 0F: 3 clusters Score -480035.7 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -480973.937500 Penalty: 2684.407959
	Iteration 1F: 3 clusters Score -480973.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -481213.812500 Penalty: 2684.407959
	Iteration 2F: 3 clusters Score -481213.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -481436.625000 Penalty: 2684.407959
	Iteration 3F: 3 clusters Score -481436.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -481679.968750 Penalty: 2684.407959
	Iteration 4F: 3 clusters Score -481680 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -481915.187500 Penalty: 2684.407959
	Iteration 5F: 3 clusters Score -481915.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -482092.437500 Penalty: 2684.407959
	Iteration 6F: 3 clusters Score -482092.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -482211.062500 Penalty: 2684.407959
	Iteration 7Q: 3 clusters Score -482211.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -482291.968750 Penalty: 2684.407959
	Iteration 8Q: 3 clusters Score -482292 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -482340.968750 Penalty: 2684.407959
	Iteration 9Q: 3 clusters Score -482341 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -482357.812500 Penalty: 2684.407959
	Iteration 10Q: 3 clusters Score -482357.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -482368.281250 Penalty: 2684.407959
	Iteration 11Q: 3 clusters Score -482368.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -482381.500000 Penalty: 2684.407959
	Iteration 12Q: 3 clusters Score -482381.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -482389.218750 Penalty: 2684.407959
	Iteration 13Q: 3 clusters Score -482389.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -482395.250000 Penalty: 2684.407959
	Iteration 14Q: 3 clusters Score -482395.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -482398.281250 Penalty: 2684.407959
	Iteration 15Q: 3 clusters Score -482398.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -482402.781250 Penalty: 2684.407959
	Iteration 16Q: 3 clusters Score -482402.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -482404.406250 Penalty: 2684.407959
	Iteration 17Q: 3 clusters Score -482404.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -482406.156250 Penalty: 2684.407959
	Iteration 18Q: 3 clusters Score -482406.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -482407.656250 Penalty: 2684.407959
	Iteration 19Q: 3 clusters Score -482407.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -482410.750000 Penalty: 2684.407959
	Iteration 20F: 3 clusters Score -482410.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -482411.187500 Penalty: 2684.407959
	Iteration 21Q: 3 clusters Score -482411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -482413.406250 Penalty: 2684.407959
	Iteration 22Q: 3 clusters Score -482413.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -482416.312500 Penalty: 2684.407959
	Iteration 23Q: 3 clusters Score -482416.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -482417.875000 Penalty: 2684.407959
	Iteration 24Q: 3 clusters Score -482417.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -482419.000000 Penalty: 2684.407959
	Iteration 25Q: 3 clusters Score -482419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -482419.187500 Penalty: 2684.407959
	Iteration 26Q: 3 clusters Score -482419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -482421.031250 Penalty: 2684.407959
	Iteration 27Q: 3 clusters Score -482421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -482420.906250 Penalty: 2684.407959
	Iteration 28Q: 3 clusters Score -482420.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -482420.906250 Penalty: 2684.407959
	Iteration 29F: 3 clusters Score -482420.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (130633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130633 members 
Entering Unmasked Estep 
Score: -16603070.000000 Penalty: 1914.273926
	Iteration 0F: 2 clusters Score -1.660307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -16522410.000000 Penalty: 3828.547852
	Iteration 0F: 3 clusters Score -1.652241e+07 nChanged 62877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 68772 members 
Entering Unmasked Estep 
Score: -16559674.000000 Penalty: 3828.547852
	Iteration 1F: 3 clusters Score -1.655967e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 70810 members 
Entering Unmasked Estep 
Score: -16561340.000000 Penalty: 3828.547852
	Iteration 2Q: 3 clusters Score -1.656134e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 73742 members 
Entering Unmasked Estep 
Score: -16563799.000000 Penalty: 3828.547852
	Iteration 3Q: 3 clusters Score -1.65638e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 77551 members 
Entering Unmasked Estep 
Score: -16567490.000000 Penalty: 3828.547852
	Iteration 4F: 3 clusters Score -1.656749e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 81945 members 
Entering Unmasked Estep 
Score: -16572936.000000 Penalty: 3828.547852
	Iteration 5F: 3 clusters Score -1.657294e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 86114 members 
Entering Unmasked Estep 
Score: -16579684.000000 Penalty: 3828.547852
	Iteration 6F: 3 clusters Score -1.657968e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -16585725.000000 Penalty: 3828.547852
	Iteration 7F: 3 clusters Score -1.658572e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 90676 members 
Entering Unmasked Estep 
Score: -16589101.000000 Penalty: 3828.547852
	Iteration 8Q: 3 clusters Score -1.65891e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 91930 members 
Entering Unmasked Estep 
Score: -16590588.000000 Penalty: 3828.547852
	Iteration 9Q: 3 clusters Score -1.659059e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 93144 members 
Entering Unmasked Estep 
Score: -16591269.000000 Penalty: 3828.547852
	Iteration 10Q: 3 clusters Score -1.659127e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 94350 members 
Entering Unmasked Estep 
Score: -16591753.000000 Penalty: 3828.547852
	Iteration 11Q: 3 clusters Score -1.659175e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 95606 members 
Entering Unmasked Estep 
Score: -16592239.000000 Penalty: 3828.547852
	Iteration 12Q: 3 clusters Score -1.659224e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 96840 members 
Entering Unmasked Estep 
Score: -16592629.000000 Penalty: 3828.547852
	Iteration 13Q: 3 clusters Score -1.659263e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 98053 members 
Entering Unmasked Estep 
Score: -16593058.000000 Penalty: 3828.547852
	Iteration 14Q: 3 clusters Score -1.659306e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 99283 members 
Entering Unmasked Estep 
Score: -16593547.000000 Penalty: 3828.547852
	Iteration 15Q: 3 clusters Score -1.659355e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 100521 members 
Entering Unmasked Estep 
Score: -16594063.000000 Penalty: 3828.547852
	Iteration 16Q: 3 clusters Score -1.659406e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -16594500.000000 Penalty: 3828.547852
	Iteration 17Q: 3 clusters Score -1.65945e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 103184 members 
Entering Unmasked Estep 
Score: -16595072.000000 Penalty: 3828.547852
	Iteration 18Q: 3 clusters Score -1.659507e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 104605 members 
Entering Unmasked Estep 
Score: -16595624.000000 Penalty: 3828.547852
	Iteration 19Q: 3 clusters Score -1.659562e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 106043 members 
Entering Unmasked Estep 
Score: -16596194.000000 Penalty: 3828.547852
	Iteration 20F: 3 clusters Score -1.659619e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 107525 members 
Entering Unmasked Estep 
Score: -16596697.000000 Penalty: 3828.547852
	Iteration 21Q: 3 clusters Score -1.65967e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 109084 members 
Entering Unmasked Estep 
Score: -16597421.000000 Penalty: 3828.547852
	Iteration 22Q: 3 clusters Score -1.659742e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 110697 members 
Entering Unmasked Estep 
Score: -16598458.000000 Penalty: 3828.547852
	Iteration 23Q: 3 clusters Score -1.659846e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 112478 members 
Entering Unmasked Estep 
Score: -16599430.000000 Penalty: 3828.547852
	Iteration 24Q: 3 clusters Score -1.659943e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 114403 members 
Entering Unmasked Estep 
Score: -16600457.000000 Penalty: 3828.547852
	Iteration 25Q: 3 clusters Score -1.660046e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 116434 members 
Entering Unmasked Estep 
Score: -16601182.000000 Penalty: 3828.547852
	Iteration 26Q: 3 clusters Score -1.660118e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 118426 members 
Entering Unmasked Estep 
Score: -16601778.000000 Penalty: 3828.547852
	Iteration 27Q: 3 clusters Score -1.660178e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 120323 members 
Entering Unmasked Estep 
Score: -16602194.000000 Penalty: 3828.547852
	Iteration 28Q: 3 clusters Score -1.660219e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 122092 members 
Entering Unmasked Estep 
Score: -16602572.000000 Penalty: 3828.547852
	Iteration 29Q: 3 clusters Score -1.660257e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 123644 members 
Entering Unmasked Estep 
Score: -16602887.000000 Penalty: 3828.547852
	Iteration 30Q: 3 clusters Score -1.660289e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 124974 members 
Entering Unmasked Estep 
Score: -16602974.000000 Penalty: 3828.547852
	Iteration 31Q: 3 clusters Score -1.660297e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 126068 members 
Entering Unmasked Estep 
Score: -16603128.000000 Penalty: 3828.547852
	Iteration 32Q: 3 clusters Score -1.660313e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 126898 members 
Entering Unmasked Estep 
Score: -16603098.000000 Penalty: 3828.547852
	Iteration 33Q: 3 clusters Score -1.66031e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 127506 members 
Entering Unmasked Estep 
Score: -16603233.000000 Penalty: 3828.547852
	Iteration 34Q: 3 clusters Score -1.660323e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 127952 members 
Entering Unmasked Estep 
Score: -16603333.000000 Penalty: 3828.547852
	Iteration 35Q: 3 clusters Score -1.660333e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 128263 members 
Entering Unmasked Estep 
Score: -16603336.000000 Penalty: 3828.547852
	Iteration 36Q: 3 clusters Score -1.660334e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 128482 members 
Entering Unmasked Estep 
Score: -16603378.000000 Penalty: 3828.547852
	Iteration 37Q: 3 clusters Score -1.660338e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 128653 members 
Entering Unmasked Estep 
Score: -16603380.000000 Penalty: 3828.547852
	Iteration 38Q: 3 clusters Score -1.660338e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 128773 members 
Entering Unmasked Estep 
Score: -16603405.000000 Penalty: 3828.547852
	Iteration 39Q: 3 clusters Score -1.66034e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 128856 members 
Entering Unmasked Estep 
Score: -16603410.000000 Penalty: 3828.547852
	Iteration 40F: 3 clusters Score -1.660341e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 128921 members 
Entering Unmasked Estep 
Score: -16603380.000000 Penalty: 3828.547852
	Iteration 41Q: 3 clusters Score -1.660338e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 128958 members 
Entering Unmasked Estep 
Score: -16603375.000000 Penalty: 3828.547852
	Iteration 42Q: 3 clusters Score -1.660338e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 128984 members 
Entering Unmasked Estep 
Score: -16603350.000000 Penalty: 3828.547852
	Iteration 43Q: 3 clusters Score -1.660335e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 129005 members 
Entering Unmasked Estep 
Score: -16603351.000000 Penalty: 3828.547852
	Iteration 44Q: 3 clusters Score -1.660335e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 129024 members 
Entering Unmasked Estep 
Score: -16603353.000000 Penalty: 3828.547852
	Iteration 45Q: 3 clusters Score -1.660335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 129037 members 
Entering Unmasked Estep 
Score: -16603327.000000 Penalty: 3828.547852
	Iteration 46Q: 3 clusters Score -1.660333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 129047 members 
Entering Unmasked Estep 
Score: -16603342.000000 Penalty: 3828.547852
	Iteration 47Q: 3 clusters Score -1.660334e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 129065 members 
Entering Unmasked Estep 
Score: -16603317.000000 Penalty: 3828.547852
	Iteration 48Q: 3 clusters Score -1.660332e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 129086 members 
Entering Unmasked Estep 
Score: -16603303.000000 Penalty: 3828.547852
	Iteration 49Q: 3 clusters Score -1.66033e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 129105 members 
Entering Unmasked Estep 
Score: -16603304.000000 Penalty: 3828.547852
	Iteration 50Q: 3 clusters Score -1.66033e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 129128 members 
Entering Unmasked Estep 
Score: -16603281.000000 Penalty: 3828.547852
	Iteration 51Q: 3 clusters Score -1.660328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 129137 members 
Entering Unmasked Estep 
Score: -16603309.000000 Penalty: 3828.547852
	Iteration 52Q: 3 clusters Score -1.660331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 129144 members 
Entering Unmasked Estep 
Score: -16603310.000000 Penalty: 3828.547852
	Iteration 53Q: 3 clusters Score -1.660331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 129150 members 
Entering Unmasked Estep 
Score: -16603309.000000 Penalty: 3828.547852
	Iteration 54Q: 3 clusters Score -1.660331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 129155 members 
Entering Unmasked Estep 
Score: -16603327.000000 Penalty: 3828.547852
	Iteration 55Q: 3 clusters Score -1.660333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 129162 members 
Entering Unmasked Estep 
Score: -16603338.000000 Penalty: 3828.547852
	Iteration 56Q: 3 clusters Score -1.660334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 129166 members 
Entering Unmasked Estep 
Score: -16603347.000000 Penalty: 3828.547852
	Iteration 57Q: 3 clusters Score -1.660335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 129174 members 
Entering Unmasked Estep 
Score: -16603328.000000 Penalty: 3828.547852
	Iteration 58Q: 3 clusters Score -1.660333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 129180 members 
Entering Unmasked Estep 
Score: -16603323.000000 Penalty: 3828.547852
	Iteration 59Q: 3 clusters Score -1.660332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 129190 members 
Entering Unmasked Estep 
Score: -16603319.000000 Penalty: 3828.547852
	Iteration 60F: 3 clusters Score -1.660332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 129199 members 
Entering Unmasked Estep 
Score: -16603301.000000 Penalty: 3828.547852
	Iteration 61Q: 3 clusters Score -1.66033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 129202 members 
Entering Unmasked Estep 
Score: -16603289.000000 Penalty: 3828.547852
	Iteration 62Q: 3 clusters Score -1.660329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 129209 members 
Entering Unmasked Estep 
Score: -16603298.000000 Penalty: 3828.547852
	Iteration 63Q: 3 clusters Score -1.66033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 129210 members 
Entering Unmasked Estep 
Score: -16603300.000000 Penalty: 3828.547852
	Iteration 64Q: 3 clusters Score -1.66033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 129213 members 
Entering Unmasked Estep 
Score: -16603295.000000 Penalty: 3828.547852
	Iteration 65Q: 3 clusters Score -1.66033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 129217 members 
Entering Unmasked Estep 
Score: -16603281.000000 Penalty: 3828.547852
	Iteration 66Q: 3 clusters Score -1.660328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 129222 members 
Entering Unmasked Estep 
Score: -16603278.000000 Penalty: 3828.547852
	Iteration 67Q: 3 clusters Score -1.660328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 129228 members 
Entering Unmasked Estep 
Score: -16603265.000000 Penalty: 3828.547852
	Iteration 68Q: 3 clusters Score -1.660326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 129229 members 
Entering Unmasked Estep 
Score: -16603280.000000 Penalty: 3828.547852
	Iteration 69Q: 3 clusters Score -1.660328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 129229 members 
Entering Unmasked Estep 
Score: -16603290.000000 Penalty: 3828.547852
	Iteration 70Q: 3 clusters Score -1.660329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 129224 members 
Entering Unmasked Estep 
Score: -16603286.000000 Penalty: 3828.547852
	Iteration 71Q: 3 clusters Score -1.660329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 129221 members 
Entering Unmasked Estep 
Score: -16603283.000000 Penalty: 3828.547852
	Iteration 72Q: 3 clusters Score -1.660328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 129223 members 
Entering Unmasked Estep 
Score: -16603279.000000 Penalty: 3828.547852
	Iteration 73Q: 3 clusters Score -1.660328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 129220 members 
Entering Unmasked Estep 
Score: -16603299.000000 Penalty: 3828.547852
	Iteration 74Q: 3 clusters Score -1.66033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 129220 members 
Entering Unmasked Estep 
Score: -16603312.000000 Penalty: 3828.547852
	Iteration 75Q: 3 clusters Score -1.660331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 129221 members 
Entering Unmasked Estep 
Score: -16603324.000000 Penalty: 3828.547852
	Iteration 76Q: 3 clusters Score -1.660332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 129222 members 
Entering Unmasked Estep 
Score: -16603330.000000 Penalty: 3828.547852
	Iteration 77Q: 3 clusters Score -1.660333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 129222 members 
Entering Unmasked Estep 
Score: -16603332.000000 Penalty: 3828.547852
	Iteration 78Q: 3 clusters Score -1.660333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 129219 members 
Entering Unmasked Estep 
Score: -16603331.000000 Penalty: 3828.547852
	Iteration 79Q: 3 clusters Score -1.660333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 129220 members 
Entering Unmasked Estep 
Score: -16603333.000000 Penalty: 3828.547852
	Iteration 80F: 3 clusters Score -1.660333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 1413 members 
Mstep: Class 20 contains 12559 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88502 members 
Mstep: Class 30 contains 4871 members 
Mstep: Class 31 contains 129220 members 
Entering Unmasked Estep 
Score: -108941664.000000 Penalty: 68979.507812
Splitting cluster 19 changes total score from -108941752.000000 to -108941664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (12559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Entering Unmasked Estep 
Score: -1562251.875000 Penalty: 1533.706299
	Iteration 0F: 2 clusters Score -1562252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1553445.875000 Penalty: 3067.412598
	Iteration 0F: 3 clusters Score -1553446 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1556389.125000 Penalty: 3067.412598
	Iteration 1F: 3 clusters Score -1556389 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1556673.375000 Penalty: 3067.412598
	Iteration 2F: 3 clusters Score -1556673 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1556966.750000 Penalty: 3067.412598
	Iteration 3F: 3 clusters Score -1556967 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1557257.000000 Penalty: 3067.412598
	Iteration 4F: 3 clusters Score -1557257 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1557517.000000 Penalty: 3067.412598
	Iteration 5Q: 3 clusters Score -1557517 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1557763.125000 Penalty: 3067.412598
	Iteration 6Q: 3 clusters Score -1557763 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1557972.500000 Penalty: 3067.412598
	Iteration 7Q: 3 clusters Score -1557972 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1558147.875000 Penalty: 3067.412598
	Iteration 8Q: 3 clusters Score -1558148 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1558309.000000 Penalty: 3067.412598
	Iteration 9Q: 3 clusters Score -1558309 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1558440.000000 Penalty: 3067.412598
	Iteration 10Q: 3 clusters Score -1558440 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1558549.250000 Penalty: 3067.412598
	Iteration 11Q: 3 clusters Score -1558549 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1558650.500000 Penalty: 3067.412598
	Iteration 12Q: 3 clusters Score -1558650 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1558728.625000 Penalty: 3067.412598
	Iteration 13Q: 3 clusters Score -1558729 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1558813.750000 Penalty: 3067.412598
	Iteration 14Q: 3 clusters Score -1558814 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1558901.125000 Penalty: 3067.412598
	Iteration 15Q: 3 clusters Score -1558901 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1558996.250000 Penalty: 3067.412598
	Iteration 16Q: 3 clusters Score -1558996 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1559070.625000 Penalty: 3067.412598
	Iteration 17Q: 3 clusters Score -1559071 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1559134.750000 Penalty: 3067.412598
	Iteration 18Q: 3 clusters Score -1559135 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1559192.125000 Penalty: 3067.412598
	Iteration 19Q: 3 clusters Score -1559192 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1559235.250000 Penalty: 3067.412598
	Iteration 20F: 3 clusters Score -1559235 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1559279.000000 Penalty: 3067.412598
	Iteration 21Q: 3 clusters Score -1559279 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1559313.750000 Penalty: 3067.412598
	Iteration 22Q: 3 clusters Score -1559314 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1559355.250000 Penalty: 3067.412598
	Iteration 23Q: 3 clusters Score -1559355 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1559393.375000 Penalty: 3067.412598
	Iteration 24Q: 3 clusters Score -1559393 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1559443.750000 Penalty: 3067.412598
	Iteration 25Q: 3 clusters Score -1559444 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1559497.500000 Penalty: 3067.412598
	Iteration 26Q: 3 clusters Score -1559498 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1559551.875000 Penalty: 3067.412598
	Iteration 27Q: 3 clusters Score -1559552 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1559605.500000 Penalty: 3067.412598
	Iteration 28Q: 3 clusters Score -1559606 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1559681.500000 Penalty: 3067.412598
	Iteration 29Q: 3 clusters Score -1559682 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1559785.125000 Penalty: 3067.412598
	Iteration 30Q: 3 clusters Score -1559785 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1559943.750000 Penalty: 3067.412598
	Iteration 31Q: 3 clusters Score -1559944 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1560156.250000 Penalty: 3067.412598
	Iteration 32Q: 3 clusters Score -1560156 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1560363.500000 Penalty: 3067.412598
	Iteration 33Q: 3 clusters Score -1560364 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1560564.375000 Penalty: 3067.412598
	Iteration 34Q: 3 clusters Score -1560564 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1560754.625000 Penalty: 3067.412598
	Iteration 35Q: 3 clusters Score -1560755 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1560911.250000 Penalty: 3067.412598
	Iteration 36Q: 3 clusters Score -1560911 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1561056.000000 Penalty: 3067.412598
	Iteration 37Q: 3 clusters Score -1561056 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1561153.125000 Penalty: 3067.412598
	Iteration 38Q: 3 clusters Score -1561153 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1561260.375000 Penalty: 3067.412598
	Iteration 39Q: 3 clusters Score -1561260 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1561367.750000 Penalty: 3067.412598
	Iteration 40F: 3 clusters Score -1561368 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1561427.250000 Penalty: 3067.412598
	Iteration 41Q: 3 clusters Score -1561427 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1561472.500000 Penalty: 3067.412598
	Iteration 42Q: 3 clusters Score -1561472 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1561524.375000 Penalty: 3067.412598
	Iteration 43Q: 3 clusters Score -1561524 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1561572.375000 Penalty: 3067.412598
	Iteration 44Q: 3 clusters Score -1561572 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1561607.250000 Penalty: 3067.412598
	Iteration 45Q: 3 clusters Score -1561607 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1561639.000000 Penalty: 3067.412598
	Iteration 46Q: 3 clusters Score -1561639 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1561658.500000 Penalty: 3067.412598
	Iteration 47Q: 3 clusters Score -1561658 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1561672.375000 Penalty: 3067.412598
	Iteration 48Q: 3 clusters Score -1561672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1561685.250000 Penalty: 3067.412598
	Iteration 49Q: 3 clusters Score -1561685 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1561696.625000 Penalty: 3067.412598
	Iteration 50Q: 3 clusters Score -1561697 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1561713.250000 Penalty: 3067.412598
	Iteration 51Q: 3 clusters Score -1561713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1561720.500000 Penalty: 3067.412598
	Iteration 52Q: 3 clusters Score -1561720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1561718.375000 Penalty: 3067.412598
	Iteration 53Q: 3 clusters Score -1561718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1561731.750000 Penalty: 3067.412598
	Iteration 54Q: 3 clusters Score -1561732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1561735.875000 Penalty: 3067.412598
	Iteration 55Q: 3 clusters Score -1561736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1561738.875000 Penalty: 3067.412598
	Iteration 56Q: 3 clusters Score -1561739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1561740.500000 Penalty: 3067.412598
	Iteration 57Q: 3 clusters Score -1561740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1561742.875000 Penalty: 3067.412598
	Iteration 58Q: 3 clusters Score -1561743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1561744.875000 Penalty: 3067.412598
	Iteration 59Q: 3 clusters Score -1561745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1561744.375000 Penalty: 3067.412598
	Iteration 60F: 3 clusters Score -1561744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1561744.125000 Penalty: 3067.412598
	Iteration 61Q: 3 clusters Score -1561744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1561745.125000 Penalty: 3067.412598
	Iteration 62Q: 3 clusters Score -1561745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1561743.875000 Penalty: 3067.412598
	Iteration 63Q: 3 clusters Score -1561744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1561746.125000 Penalty: 3067.412598
	Iteration 64Q: 3 clusters Score -1561746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1561747.625000 Penalty: 3067.412598
	Iteration 65Q: 3 clusters Score -1561748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1561747.625000 Penalty: 3067.412598
	Iteration 66F: 3 clusters Score -1561748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -20571.986328 Penalty: 857.693665
	Iteration 0F: 2 clusters Score -20571.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19881.128906 Penalty: 1715.387329
	Iteration 0F: 3 clusters Score -19881.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20015.316406 Penalty: 1715.387329
	Iteration 1F: 3 clusters Score -20015.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20039.539062 Penalty: 1715.387329
	Iteration 2Q: 3 clusters Score -20039.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20049.005859 Penalty: 1715.387329
	Iteration 3Q: 3 clusters Score -20049.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20049.005859 Penalty: 1715.387329
	Iteration 4F: 3 clusters Score -20049.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -107949.945312 Penalty: 1117.728027
	Iteration 0F: 2 clusters Score -107949.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -106548.156250 Penalty: 2235.456055
	Iteration 0F: 3 clusters Score -106548.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -106851.765625 Penalty: 2235.456055
	Iteration 1F: 3 clusters Score -106851.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -106968.609375 Penalty: 2235.456055
	Iteration 2F: 3 clusters Score -106968.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -107015.203125 Penalty: 2235.456055
	Iteration 3Q: 3 clusters Score -107015.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -107044.109375 Penalty: 2235.456055
	Iteration 4Q: 3 clusters Score -107044.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -107056.117188 Penalty: 2235.456055
	Iteration 5Q: 3 clusters Score -107056.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -107060.132812 Penalty: 2235.456055
	Iteration 6Q: 3 clusters Score -107060.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -107063.242188 Penalty: 2235.456055
	Iteration 7Q: 3 clusters Score -107063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -107066.875000 Penalty: 2235.456055
	Iteration 8Q: 3 clusters Score -107066.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -107074.515625 Penalty: 2235.456055
	Iteration 9Q: 3 clusters Score -107074.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -107085.195312 Penalty: 2235.456055
	Iteration 10Q: 3 clusters Score -107085.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -107098.312500 Penalty: 2235.456055
	Iteration 11Q: 3 clusters Score -107098.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -107105.007812 Penalty: 2235.456055
	Iteration 12Q: 3 clusters Score -107105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -107107.281250 Penalty: 2235.456055
	Iteration 13Q: 3 clusters Score -107107.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -107111.148438 Penalty: 2235.456055
	Iteration 14Q: 3 clusters Score -107111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -107113.898438 Penalty: 2235.456055
	Iteration 15Q: 3 clusters Score -107113.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -107117.265625 Penalty: 2235.456055
	Iteration 16Q: 3 clusters Score -107117.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107119.554688 Penalty: 2235.456055
	Iteration 17Q: 3 clusters Score -107119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107119.554688 Penalty: 2235.456055
	Iteration 18F: 3 clusters Score -107119.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Entering Unmasked Estep 
Score: -690056.562500 Penalty: 1398.167114
	Iteration 0F: 2 clusters Score -690056.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -685820.500000 Penalty: 2796.334229
	Iteration 0F: 3 clusters Score -685820.5 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -687000.375000 Penalty: 2796.334229
	Iteration 1F: 3 clusters Score -687000.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -687274.562500 Penalty: 2796.334229
	Iteration 2F: 3 clusters Score -687274.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -687562.812500 Penalty: 2796.334229
	Iteration 3F: 3 clusters Score -687562.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -687850.562500 Penalty: 2796.334229
	Iteration 4F: 3 clusters Score -687850.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -688092.687500 Penalty: 2796.334229
	Iteration 5F: 3 clusters Score -688092.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -688277.687500 Penalty: 2796.334229
	Iteration 6F: 3 clusters Score -688277.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -688420.812500 Penalty: 2796.334229
	Iteration 7Q: 3 clusters Score -688420.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -688534.437500 Penalty: 2796.334229
	Iteration 8Q: 3 clusters Score -688534.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -688633.875000 Penalty: 2796.334229
	Iteration 9Q: 3 clusters Score -688633.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -688706.812500 Penalty: 2796.334229
	Iteration 10Q: 3 clusters Score -688706.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -688753.437500 Penalty: 2796.334229
	Iteration 11Q: 3 clusters Score -688753.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -688784.000000 Penalty: 2796.334229
	Iteration 12Q: 3 clusters Score -688784 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -688806.125000 Penalty: 2796.334229
	Iteration 13Q: 3 clusters Score -688806.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -688827.750000 Penalty: 2796.334229
	Iteration 14Q: 3 clusters Score -688827.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -688844.812500 Penalty: 2796.334229
	Iteration 15Q: 3 clusters Score -688844.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -688862.562500 Penalty: 2796.334229
	Iteration 16Q: 3 clusters Score -688862.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -688874.000000 Penalty: 2796.334229
	Iteration 17Q: 3 clusters Score -688874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -688887.562500 Penalty: 2796.334229
	Iteration 18Q: 3 clusters Score -688887.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -688903.000000 Penalty: 2796.334229
	Iteration 19Q: 3 clusters Score -688903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -688911.500000 Penalty: 2796.334229
	Iteration 20F: 3 clusters Score -688911.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -688921.937500 Penalty: 2796.334229
	Iteration 21Q: 3 clusters Score -688921.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -688931.375000 Penalty: 2796.334229
	Iteration 22Q: 3 clusters Score -688931.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -688935.500000 Penalty: 2796.334229
	Iteration 23Q: 3 clusters Score -688935.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -688940.250000 Penalty: 2796.334229
	Iteration 24Q: 3 clusters Score -688940.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -688947.000000 Penalty: 2796.334229
	Iteration 25Q: 3 clusters Score -688947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -688949.625000 Penalty: 2796.334229
	Iteration 26Q: 3 clusters Score -688949.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -688953.375000 Penalty: 2796.334229
	Iteration 27Q: 3 clusters Score -688953.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -688958.375000 Penalty: 2796.334229
	Iteration 28Q: 3 clusters Score -688958.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -688960.312500 Penalty: 2796.334229
	Iteration 29Q: 3 clusters Score -688960.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -688961.562500 Penalty: 2796.334229
	Iteration 30Q: 3 clusters Score -688961.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -688961.812500 Penalty: 2796.334229
	Iteration 31Q: 3 clusters Score -688961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -688963.562500 Penalty: 2796.334229
	Iteration 32Q: 3 clusters Score -688963.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -688964.812500 Penalty: 2796.334229
	Iteration 33Q: 3 clusters Score -688964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -688965.875000 Penalty: 2796.334229
	Iteration 34Q: 3 clusters Score -688965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -688965.250000 Penalty: 2796.334229
	Iteration 35Q: 3 clusters Score -688965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -688966.125000 Penalty: 2796.334229
	Iteration 36Q: 3 clusters Score -688966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -688966.125000 Penalty: 2796.334229
	Iteration 37F: 3 clusters Score -688966.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Entering Unmasked Estep 
Score: -1232369.125000 Penalty: 1498.458008
	Iteration 0F: 2 clusters Score -1232369 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 5045 members 
Entering Unmasked Estep 
Score: -1225161.875000 Penalty: 2996.916016
	Iteration 0F: 3 clusters Score -1225162 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1227638.500000 Penalty: 2996.916016
	Iteration 1F: 3 clusters Score -1227638 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1228153.375000 Penalty: 2996.916016
	Iteration 2F: 3 clusters Score -1228153 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1228619.375000 Penalty: 2996.916016
	Iteration 3F: 3 clusters Score -1228619 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1228976.125000 Penalty: 2996.916016
	Iteration 4F: 3 clusters Score -1228976 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1229260.625000 Penalty: 2996.916016
	Iteration 5F: 3 clusters Score -1229261 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1229524.500000 Penalty: 2996.916016
	Iteration 6Q: 3 clusters Score -1229524 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1229772.250000 Penalty: 2996.916016
	Iteration 7Q: 3 clusters Score -1229772 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1229968.125000 Penalty: 2996.916016
	Iteration 8Q: 3 clusters Score -1229968 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1230143.750000 Penalty: 2996.916016
	Iteration 9Q: 3 clusters Score -1230144 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1230311.625000 Penalty: 2996.916016
	Iteration 10Q: 3 clusters Score -1230312 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1230448.875000 Penalty: 2996.916016
	Iteration 11Q: 3 clusters Score -1230449 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1230557.875000 Penalty: 2996.916016
	Iteration 12Q: 3 clusters Score -1230558 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1230632.875000 Penalty: 2996.916016
	Iteration 13Q: 3 clusters Score -1230633 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1230697.625000 Penalty: 2996.916016
	Iteration 14Q: 3 clusters Score -1230698 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1230750.250000 Penalty: 2996.916016
	Iteration 15Q: 3 clusters Score -1230750 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1230792.000000 Penalty: 2996.916016
	Iteration 16Q: 3 clusters Score -1230792 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1230823.875000 Penalty: 2996.916016
	Iteration 17Q: 3 clusters Score -1230824 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1230847.875000 Penalty: 2996.916016
	Iteration 18Q: 3 clusters Score -1230848 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1230870.625000 Penalty: 2996.916016
	Iteration 19Q: 3 clusters Score -1230871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1230885.250000 Penalty: 2996.916016
	Iteration 20F: 3 clusters Score -1230885 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1230908.750000 Penalty: 2996.916016
	Iteration 21Q: 3 clusters Score -1230909 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1230923.375000 Penalty: 2996.916016
	Iteration 22Q: 3 clusters Score -1230923 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1230940.875000 Penalty: 2996.916016
	Iteration 23Q: 3 clusters Score -1230941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1230963.250000 Penalty: 2996.916016
	Iteration 24Q: 3 clusters Score -1230963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1230990.250000 Penalty: 2996.916016
	Iteration 25Q: 3 clusters Score -1230990 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1231014.625000 Penalty: 2996.916016
	Iteration 26Q: 3 clusters Score -1231015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1231022.375000 Penalty: 2996.916016
	Iteration 27Q: 3 clusters Score -1231022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1231038.000000 Penalty: 2996.916016
	Iteration 28Q: 3 clusters Score -1231038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1231057.000000 Penalty: 2996.916016
	Iteration 29Q: 3 clusters Score -1231057 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1231071.500000 Penalty: 2996.916016
	Iteration 30Q: 3 clusters Score -1231072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1231084.250000 Penalty: 2996.916016
	Iteration 31Q: 3 clusters Score -1231084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1231092.625000 Penalty: 2996.916016
	Iteration 32Q: 3 clusters Score -1231093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1231105.625000 Penalty: 2996.916016
	Iteration 33Q: 3 clusters Score -1231106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1231120.625000 Penalty: 2996.916016
	Iteration 34Q: 3 clusters Score -1231121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1231137.500000 Penalty: 2996.916016
	Iteration 35Q: 3 clusters Score -1231138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1231153.875000 Penalty: 2996.916016
	Iteration 36Q: 3 clusters Score -1231154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1231162.625000 Penalty: 2996.916016
	Iteration 37Q: 3 clusters Score -1231163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1231171.625000 Penalty: 2996.916016
	Iteration 38Q: 3 clusters Score -1231172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1231173.125000 Penalty: 2996.916016
	Iteration 39Q: 3 clusters Score -1231173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1231179.375000 Penalty: 2996.916016
	Iteration 40F: 3 clusters Score -1231179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1231182.250000 Penalty: 2996.916016
	Iteration 41Q: 3 clusters Score -1231182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1231182.625000 Penalty: 2996.916016
	Iteration 42Q: 3 clusters Score -1231183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1231186.750000 Penalty: 2996.916016
	Iteration 43Q: 3 clusters Score -1231187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1231186.750000 Penalty: 2996.916016
	Iteration 44Q: 3 clusters Score -1231187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1231193.250000 Penalty: 2996.916016
	Iteration 45Q: 3 clusters Score -1231193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1231194.125000 Penalty: 2996.916016
	Iteration 46Q: 3 clusters Score -1231194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1231196.500000 Penalty: 2996.916016
	Iteration 47Q: 3 clusters Score -1231196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1231199.750000 Penalty: 2996.916016
	Iteration 48Q: 3 clusters Score -1231200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1231204.250000 Penalty: 2996.916016
	Iteration 49Q: 3 clusters Score -1231204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1231206.625000 Penalty: 2996.916016
	Iteration 50Q: 3 clusters Score -1231207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1231207.250000 Penalty: 2996.916016
	Iteration 51Q: 3 clusters Score -1231207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1231208.500000 Penalty: 2996.916016
	Iteration 52Q: 3 clusters Score -1231208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1231205.875000 Penalty: 2996.916016
	Iteration 53Q: 3 clusters Score -1231206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1231209.125000 Penalty: 2996.916016
	Iteration 54Q: 3 clusters Score -1231209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1231210.250000 Penalty: 2996.916016
	Iteration 55Q: 3 clusters Score -1231210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1231211.625000 Penalty: 2996.916016
	Iteration 56Q: 3 clusters Score -1231212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1231211.000000 Penalty: 2996.916016
	Iteration 57Q: 3 clusters Score -1231211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1231210.750000 Penalty: 2996.916016
	Iteration 58Q: 3 clusters Score -1231211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1231210.750000 Penalty: 2996.916016
	Iteration 59F: 3 clusters Score -1231211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (132759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132759 members 
Entering Unmasked Estep 
Score: -16975424.000000 Penalty: 1916.897217
	Iteration 0F: 2 clusters Score -1.697542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -16894240.000000 Penalty: 3833.794434
	Iteration 0F: 3 clusters Score -1.689424e+07 nChanged 63741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -16931198.000000 Penalty: 3833.794434
	Iteration 1F: 3 clusters Score -1.69312e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69792 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -16932078.000000 Penalty: 3833.794434
	Iteration 2Q: 3 clusters Score -1.693208e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -16933096.000000 Penalty: 3833.794434
	Iteration 3Q: 3 clusters Score -1.69331e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74206 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -16934758.000000 Penalty: 3833.794434
	Iteration 4Q: 3 clusters Score -1.693476e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -16937262.000000 Penalty: 3833.794434
	Iteration 5Q: 3 clusters Score -1.693726e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -16940850.000000 Penalty: 3833.794434
	Iteration 6F: 3 clusters Score -1.694085e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86339 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -16945602.000000 Penalty: 3833.794434
	Iteration 7F: 3 clusters Score -1.69456e+07 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -16951174.000000 Penalty: 3833.794434
	Iteration 8F: 3 clusters Score -1.695117e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90596 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -16956426.000000 Penalty: 3833.794434
	Iteration 9F: 3 clusters Score -1.695643e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -16959352.000000 Penalty: 3833.794434
	Iteration 10F: 3 clusters Score -1.695935e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88929 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -16960524.000000 Penalty: 3833.794434
	Iteration 11Q: 3 clusters Score -1.696052e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87709 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -16961050.000000 Penalty: 3833.794434
	Iteration 12Q: 3 clusters Score -1.696105e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86471 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -16961338.000000 Penalty: 3833.794434
	Iteration 13Q: 3 clusters Score -1.696134e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85350 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -16961568.000000 Penalty: 3833.794434
	Iteration 14Q: 3 clusters Score -1.696157e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84231 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -16961808.000000 Penalty: 3833.794434
	Iteration 15Q: 3 clusters Score -1.696181e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -16962108.000000 Penalty: 3833.794434
	Iteration 16Q: 3 clusters Score -1.696211e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -16962390.000000 Penalty: 3833.794434
	Iteration 17Q: 3 clusters Score -1.696239e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80710 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -16962554.000000 Penalty: 3833.794434
	Iteration 18Q: 3 clusters Score -1.696255e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -16963046.000000 Penalty: 3833.794434
	Iteration 19Q: 3 clusters Score -1.696305e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -16963542.000000 Penalty: 3833.794434
	Iteration 20F: 3 clusters Score -1.696354e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -16963988.000000 Penalty: 3833.794434
	Iteration 21Q: 3 clusters Score -1.696399e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -16964386.000000 Penalty: 3833.794434
	Iteration 22Q: 3 clusters Score -1.696439e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74486 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -16964880.000000 Penalty: 3833.794434
	Iteration 23Q: 3 clusters Score -1.696488e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -16965450.000000 Penalty: 3833.794434
	Iteration 24Q: 3 clusters Score -1.696545e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -16965944.000000 Penalty: 3833.794434
	Iteration 25Q: 3 clusters Score -1.696594e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 61828 members 
Entering Unmasked Estep 
Score: -16966406.000000 Penalty: 3833.794434
	Iteration 26Q: 3 clusters Score -1.696641e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -16966946.000000 Penalty: 3833.794434
	Iteration 27Q: 3 clusters Score -1.696695e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -16967424.000000 Penalty: 3833.794434
	Iteration 28Q: 3 clusters Score -1.696742e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -16967816.000000 Penalty: 3833.794434
	Iteration 29Q: 3 clusters Score -1.696782e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
Score: -16968146.000000 Penalty: 3833.794434
	Iteration 30Q: 3 clusters Score -1.696815e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -16968368.000000 Penalty: 3833.794434
	Iteration 31Q: 3 clusters Score -1.696837e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 68458 members 
Entering Unmasked Estep 
Score: -16968658.000000 Penalty: 3833.794434
	Iteration 32Q: 3 clusters Score -1.696866e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -16968990.000000 Penalty: 3833.794434
	Iteration 33Q: 3 clusters Score -1.696899e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -16969074.000000 Penalty: 3833.794434
	Iteration 34Q: 3 clusters Score -1.696907e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
Score: -16969262.000000 Penalty: 3833.794434
	Iteration 35Q: 3 clusters Score -1.696926e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 72958 members 
Entering Unmasked Estep 
Score: -16969410.000000 Penalty: 3833.794434
	Iteration 36Q: 3 clusters Score -1.696941e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -16969580.000000 Penalty: 3833.794434
	Iteration 37Q: 3 clusters Score -1.696958e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 75056 members 
Entering Unmasked Estep 
Score: -16969674.000000 Penalty: 3833.794434
	Iteration 38Q: 3 clusters Score -1.696967e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 75941 members 
Entering Unmasked Estep 
Score: -16969778.000000 Penalty: 3833.794434
	Iteration 39Q: 3 clusters Score -1.696978e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 76729 members 
Entering Unmasked Estep 
Score: -16969804.000000 Penalty: 3833.794434
	Iteration 40F: 3 clusters Score -1.69698e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -16969820.000000 Penalty: 3833.794434
	Iteration 41Q: 3 clusters Score -1.696982e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -16969922.000000 Penalty: 3833.794434
	Iteration 42Q: 3 clusters Score -1.696992e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -16969878.000000 Penalty: 3833.794434
	Iteration 43Q: 3 clusters Score -1.696988e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
Score: -16969822.000000 Penalty: 3833.794434
	Iteration 44Q: 3 clusters Score -1.696982e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -16969824.000000 Penalty: 3833.794434
	Iteration 45Q: 3 clusters Score -1.696982e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 80930 members 
Entering Unmasked Estep 
Score: -16969784.000000 Penalty: 3833.794434
	Iteration 46Q: 3 clusters Score -1.696978e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 81503 members 
Entering Unmasked Estep 
Score: -16969808.000000 Penalty: 3833.794434
	Iteration 47Q: 3 clusters Score -1.696981e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -16969814.000000 Penalty: 3833.794434
	Iteration 48Q: 3 clusters Score -1.696981e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 82576 members 
Entering Unmasked Estep 
Score: -16969826.000000 Penalty: 3833.794434
	Iteration 49Q: 3 clusters Score -1.696983e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 83138 members 
Entering Unmasked Estep 
Score: -16969802.000000 Penalty: 3833.794434
	Iteration 50Q: 3 clusters Score -1.69698e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -16969776.000000 Penalty: 3833.794434
	Iteration 51Q: 3 clusters Score -1.696978e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -16969812.000000 Penalty: 3833.794434
	Iteration 52Q: 3 clusters Score -1.696981e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 84913 members 
Entering Unmasked Estep 
Score: -16969758.000000 Penalty: 3833.794434
	Iteration 53Q: 3 clusters Score -1.696976e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 85506 members 
Entering Unmasked Estep 
Score: -16969700.000000 Penalty: 3833.794434
	Iteration 54Q: 3 clusters Score -1.69697e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 86096 members 
Entering Unmasked Estep 
Score: -16969736.000000 Penalty: 3833.794434
	Iteration 55Q: 3 clusters Score -1.696974e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 86681 members 
Entering Unmasked Estep 
Score: -16969712.000000 Penalty: 3833.794434
	Iteration 56Q: 3 clusters Score -1.696971e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 87251 members 
Entering Unmasked Estep 
Score: -16969680.000000 Penalty: 3833.794434
	Iteration 57Q: 3 clusters Score -1.696968e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -16969694.000000 Penalty: 3833.794434
	Iteration 58Q: 3 clusters Score -1.696969e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 88392 members 
Entering Unmasked Estep 
Score: -16969694.000000 Penalty: 3833.794434
	Iteration 59Q: 3 clusters Score -1.696969e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 88945 members 
Entering Unmasked Estep 
Score: -16969672.000000 Penalty: 3833.794434
	Iteration 60F: 3 clusters Score -1.696967e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 89536 members 
Entering Unmasked Estep 
Score: -16969674.000000 Penalty: 3833.794434
	Iteration 61Q: 3 clusters Score -1.696967e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 90096 members 
Entering Unmasked Estep 
Score: -16969672.000000 Penalty: 3833.794434
	Iteration 62Q: 3 clusters Score -1.696967e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 90672 members 
Entering Unmasked Estep 
Score: -16969566.000000 Penalty: 3833.794434
	Iteration 63Q: 3 clusters Score -1.696957e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 91269 members 
Entering Unmasked Estep 
Score: -16969596.000000 Penalty: 3833.794434
	Iteration 64Q: 3 clusters Score -1.69696e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 91871 members 
Entering Unmasked Estep 
Score: -16969606.000000 Penalty: 3833.794434
	Iteration 65Q: 3 clusters Score -1.696961e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 92527 members 
Entering Unmasked Estep 
Score: -16969578.000000 Penalty: 3833.794434
	Iteration 66Q: 3 clusters Score -1.696958e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 93150 members 
Entering Unmasked Estep 
Score: -16969550.000000 Penalty: 3833.794434
	Iteration 67Q: 3 clusters Score -1.696955e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -16969488.000000 Penalty: 3833.794434
	Iteration 68Q: 3 clusters Score -1.696949e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 94394 members 
Entering Unmasked Estep 
Score: -16969510.000000 Penalty: 3833.794434
	Iteration 69Q: 3 clusters Score -1.696951e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 94998 members 
Entering Unmasked Estep 
Score: -16969442.000000 Penalty: 3833.794434
	Iteration 70Q: 3 clusters Score -1.696944e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -16969436.000000 Penalty: 3833.794434
	Iteration 71Q: 3 clusters Score -1.696944e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 96242 members 
Entering Unmasked Estep 
Score: -16969382.000000 Penalty: 3833.794434
	Iteration 72Q: 3 clusters Score -1.696938e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 96921 members 
Entering Unmasked Estep 
Score: -16969364.000000 Penalty: 3833.794434
	Iteration 73Q: 3 clusters Score -1.696936e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 97673 members 
Entering Unmasked Estep 
Score: -16969322.000000 Penalty: 3833.794434
	Iteration 74Q: 3 clusters Score -1.696932e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 98437 members 
Entering Unmasked Estep 
Score: -16969286.000000 Penalty: 3833.794434
	Iteration 75Q: 3 clusters Score -1.696929e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 99199 members 
Entering Unmasked Estep 
Score: -16969304.000000 Penalty: 3833.794434
	Iteration 76Q: 3 clusters Score -1.69693e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 100026 members 
Entering Unmasked Estep 
Score: -16969334.000000 Penalty: 3833.794434
	Iteration 77Q: 3 clusters Score -1.696933e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 100920 members 
Entering Unmasked Estep 
Score: -16969374.000000 Penalty: 3833.794434
	Iteration 78Q: 3 clusters Score -1.696937e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 101892 members 
Entering Unmasked Estep 
Score: -16969406.000000 Penalty: 3833.794434
	Iteration 79Q: 3 clusters Score -1.696941e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 102883 members 
Entering Unmasked Estep 
Score: -16969528.000000 Penalty: 3833.794434
	Iteration 80F: 3 clusters Score -1.696953e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -16969684.000000 Penalty: 3833.794434
	Iteration 81Q: 3 clusters Score -1.696968e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 105036 members 
Entering Unmasked Estep 
Score: -16969820.000000 Penalty: 3833.794434
	Iteration 82Q: 3 clusters Score -1.696982e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 106175 members 
Entering Unmasked Estep 
Score: -16969940.000000 Penalty: 3833.794434
	Iteration 83Q: 3 clusters Score -1.696994e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 107343 members 
Entering Unmasked Estep 
Score: -16970082.000000 Penalty: 3833.794434
	Iteration 84Q: 3 clusters Score -1.697008e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 108550 members 
Entering Unmasked Estep 
Score: -16970286.000000 Penalty: 3833.794434
	Iteration 85Q: 3 clusters Score -1.697029e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 109832 members 
Entering Unmasked Estep 
Score: -16970740.000000 Penalty: 3833.794434
	Iteration 86Q: 3 clusters Score -1.697074e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 111160 members 
Entering Unmasked Estep 
Score: -16971350.000000 Penalty: 3833.794434
	Iteration 87Q: 3 clusters Score -1.697135e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 112445 members 
Entering Unmasked Estep 
Score: -16971826.000000 Penalty: 3833.794434
	Iteration 88Q: 3 clusters Score -1.697183e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 113746 members 
Entering Unmasked Estep 
Score: -16972422.000000 Penalty: 3833.794434
	Iteration 89Q: 3 clusters Score -1.697242e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 115087 members 
Entering Unmasked Estep 
Score: -16972928.000000 Penalty: 3833.794434
	Iteration 90Q: 3 clusters Score -1.697293e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 116409 members 
Entering Unmasked Estep 
Score: -16973310.000000 Penalty: 3833.794434
	Iteration 91Q: 3 clusters Score -1.697331e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 117772 members 
Entering Unmasked Estep 
Score: -16973626.000000 Penalty: 3833.794434
	Iteration 92Q: 3 clusters Score -1.697363e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 119120 members 
Entering Unmasked Estep 
Score: -16973956.000000 Penalty: 3833.794434
	Iteration 93Q: 3 clusters Score -1.697396e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 120484 members 
Entering Unmasked Estep 
Score: -16974266.000000 Penalty: 3833.794434
	Iteration 94Q: 3 clusters Score -1.697427e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 121795 members 
Entering Unmasked Estep 
Score: -16974426.000000 Penalty: 3833.794434
	Iteration 95Q: 3 clusters Score -1.697443e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 123010 members 
Entering Unmasked Estep 
Score: -16974584.000000 Penalty: 3833.794434
	Iteration 96Q: 3 clusters Score -1.697458e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 124174 members 
Entering Unmasked Estep 
Score: -16974684.000000 Penalty: 3833.794434
	Iteration 97Q: 3 clusters Score -1.697468e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 125226 members 
Entering Unmasked Estep 
Score: -16974702.000000 Penalty: 3833.794434
	Iteration 98Q: 3 clusters Score -1.69747e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 126200 members 
Entering Unmasked Estep 
Score: -16974788.000000 Penalty: 3833.794434
	Iteration 99Q: 3 clusters Score -1.697479e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 127153 members 
Entering Unmasked Estep 
Score: -16974814.000000 Penalty: 3833.794434
	Iteration 100F: 3 clusters Score -1.697481e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 127960 members 
Entering Unmasked Estep 
Score: -16974768.000000 Penalty: 3833.794434
	Iteration 101Q: 3 clusters Score -1.697477e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 128651 members 
Entering Unmasked Estep 
Score: -16974648.000000 Penalty: 3833.794434
	Iteration 102Q: 3 clusters Score -1.697465e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 129230 members 
Entering Unmasked Estep 
Score: -16974566.000000 Penalty: 3833.794434
	Iteration 103Q: 3 clusters Score -1.697457e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 129729 members 
Entering Unmasked Estep 
Score: -16974436.000000 Penalty: 3833.794434
	Iteration 104Q: 3 clusters Score -1.697444e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 130151 members 
Entering Unmasked Estep 
Score: -16974352.000000 Penalty: 3833.794434
	Iteration 105Q: 3 clusters Score -1.697435e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 130496 members 
Entering Unmasked Estep 
Score: -16974322.000000 Penalty: 3833.794434
	Iteration 106Q: 3 clusters Score -1.697432e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 130744 members 
Entering Unmasked Estep 
Score: -16974316.000000 Penalty: 3833.794434
	Iteration 107Q: 3 clusters Score -1.697432e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 130951 members 
Entering Unmasked Estep 
Score: -16974310.000000 Penalty: 3833.794434
	Iteration 108Q: 3 clusters Score -1.697431e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 131101 members 
Entering Unmasked Estep 
Score: -16974272.000000 Penalty: 3833.794434
	Iteration 109Q: 3 clusters Score -1.697427e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 131206 members 
Entering Unmasked Estep 
Score: -16974290.000000 Penalty: 3833.794434
	Iteration 110Q: 3 clusters Score -1.697429e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 131315 members 
Entering Unmasked Estep 
Score: -16974290.000000 Penalty: 3833.794434
	Iteration 111Q: 3 clusters Score -1.697429e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 131381 members 
Entering Unmasked Estep 
Score: -16974276.000000 Penalty: 3833.794434
	Iteration 112Q: 3 clusters Score -1.697428e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 131441 members 
Entering Unmasked Estep 
Score: -16974280.000000 Penalty: 3833.794434
	Iteration 113Q: 3 clusters Score -1.697428e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 131491 members 
Entering Unmasked Estep 
Score: -16974272.000000 Penalty: 3833.794434
	Iteration 114Q: 3 clusters Score -1.697427e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 131523 members 
Entering Unmasked Estep 
Score: -16974278.000000 Penalty: 3833.794434
	Iteration 115Q: 3 clusters Score -1.697428e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 131549 members 
Entering Unmasked Estep 
Score: -16974270.000000 Penalty: 3833.794434
	Iteration 116Q: 3 clusters Score -1.697427e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 131574 members 
Entering Unmasked Estep 
Score: -16974266.000000 Penalty: 3833.794434
	Iteration 117Q: 3 clusters Score -1.697427e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 131608 members 
Entering Unmasked Estep 
Score: -16974290.000000 Penalty: 3833.794434
	Iteration 118Q: 3 clusters Score -1.697429e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 131628 members 
Entering Unmasked Estep 
Score: -16974306.000000 Penalty: 3833.794434
	Iteration 119Q: 3 clusters Score -1.697431e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 131651 members 
Entering Unmasked Estep 
Score: -16974294.000000 Penalty: 3833.794434
	Iteration 120F: 3 clusters Score -1.697429e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 131667 members 
Entering Unmasked Estep 
Score: -16974296.000000 Penalty: 3833.794434
	Iteration 121Q: 3 clusters Score -1.69743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 131683 members 
Entering Unmasked Estep 
Score: -16974286.000000 Penalty: 3833.794434
	Iteration 122Q: 3 clusters Score -1.697429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 131697 members 
Entering Unmasked Estep 
Score: -16974286.000000 Penalty: 3833.794434
	Iteration 123Q: 3 clusters Score -1.697429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 131705 members 
Entering Unmasked Estep 
Score: -16974282.000000 Penalty: 3833.794434
	Iteration 124Q: 3 clusters Score -1.697428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 131717 members 
Entering Unmasked Estep 
Score: -16974278.000000 Penalty: 3833.794434
	Iteration 125Q: 3 clusters Score -1.697428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 131725 members 
Entering Unmasked Estep 
Score: -16974276.000000 Penalty: 3833.794434
	Iteration 126Q: 3 clusters Score -1.697428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 131733 members 
Entering Unmasked Estep 
Score: -16974266.000000 Penalty: 3833.794434
	Iteration 127Q: 3 clusters Score -1.697427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 131741 members 
Entering Unmasked Estep 
Score: -16974296.000000 Penalty: 3833.794434
	Iteration 128Q: 3 clusters Score -1.69743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 131747 members 
Entering Unmasked Estep 
Score: -16974298.000000 Penalty: 3833.794434
	Iteration 129Q: 3 clusters Score -1.69743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 131747 members 
Entering Unmasked Estep 
Score: -16974290.000000 Penalty: 3833.794434
	Iteration 130Q: 3 clusters Score -1.697429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 131749 members 
Entering Unmasked Estep 
Score: -16974302.000000 Penalty: 3833.794434
	Iteration 131Q: 3 clusters Score -1.69743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 131748 members 
Entering Unmasked Estep 
Score: -16974294.000000 Penalty: 3833.794434
	Iteration 132Q: 3 clusters Score -1.697429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 131749 members 
Entering Unmasked Estep 
Score: -16974290.000000 Penalty: 3833.794434
	Iteration 133Q: 3 clusters Score -1.697429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 131750 members 
Entering Unmasked Estep 
Score: -16974306.000000 Penalty: 3833.794434
	Iteration 134Q: 3 clusters Score -1.697431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 131751 members 
Entering Unmasked Estep 
Score: -16974290.000000 Penalty: 3833.794434
	Iteration 135Q: 3 clusters Score -1.697429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 131751 members 
Entering Unmasked Estep 
Score: -16974290.000000 Penalty: 3833.794434
	Iteration 136F: 3 clusters Score -1.697429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -544057.312500 Penalty: 1381.719849
	Iteration 0F: 2 clusters Score -544057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -540170.062500 Penalty: 2763.439697
	Iteration 0F: 3 clusters Score -540170.1 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -541377.625000 Penalty: 2763.439697
	Iteration 1F: 3 clusters Score -541377.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -541685.500000 Penalty: 2763.439697
	Iteration 2F: 3 clusters Score -541685.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -542007.875000 Penalty: 2763.439697
	Iteration 3F: 3 clusters Score -542007.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -542307.750000 Penalty: 2763.439697
	Iteration 4F: 3 clusters Score -542307.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -542563.875000 Penalty: 2763.439697
	Iteration 5F: 3 clusters Score -542563.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -542777.937500 Penalty: 2763.439697
	Iteration 6F: 3 clusters Score -542777.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -542964.562500 Penalty: 2763.439697
	Iteration 7Q: 3 clusters Score -542964.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -543106.812500 Penalty: 2763.439697
	Iteration 8Q: 3 clusters Score -543106.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -543231.125000 Penalty: 2763.439697
	Iteration 9Q: 3 clusters Score -543231.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -543370.937500 Penalty: 2763.439697
	Iteration 10Q: 3 clusters Score -543370.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -543489.312500 Penalty: 2763.439697
	Iteration 11Q: 3 clusters Score -543489.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -543607.187500 Penalty: 2763.439697
	Iteration 12Q: 3 clusters Score -543607.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -543748.375000 Penalty: 2763.439697
	Iteration 13Q: 3 clusters Score -543748.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -543866.875000 Penalty: 2763.439697
	Iteration 14Q: 3 clusters Score -543866.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -543977.625000 Penalty: 2763.439697
	Iteration 15Q: 3 clusters Score -543977.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -544066.625000 Penalty: 2763.439697
	Iteration 16Q: 3 clusters Score -544066.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -544142.500000 Penalty: 2763.439697
	Iteration 17Q: 3 clusters Score -544142.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -544217.000000 Penalty: 2763.439697
	Iteration 18Q: 3 clusters Score -544217 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -544291.000000 Penalty: 2763.439697
	Iteration 19Q: 3 clusters Score -544291 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -544368.250000 Penalty: 2763.439697
	Iteration 20F: 3 clusters Score -544368.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -544428.437500 Penalty: 2763.439697
	Iteration 21Q: 3 clusters Score -544428.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -544478.812500 Penalty: 2763.439697
	Iteration 22Q: 3 clusters Score -544478.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -544514.000000 Penalty: 2763.439697
	Iteration 23Q: 3 clusters Score -544514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -544537.812500 Penalty: 2763.439697
	Iteration 24Q: 3 clusters Score -544537.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -544558.187500 Penalty: 2763.439697
	Iteration 25Q: 3 clusters Score -544558.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -544570.437500 Penalty: 2763.439697
	Iteration 26Q: 3 clusters Score -544570.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -544580.187500 Penalty: 2763.439697
	Iteration 27Q: 3 clusters Score -544580.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -544588.312500 Penalty: 2763.439697
	Iteration 28Q: 3 clusters Score -544588.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -544593.812500 Penalty: 2763.439697
	Iteration 29Q: 3 clusters Score -544593.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -544597.437500 Penalty: 2763.439697
	Iteration 30Q: 3 clusters Score -544597.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -544599.062500 Penalty: 2763.439697
	Iteration 31Q: 3 clusters Score -544599.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -544599.812500 Penalty: 2763.439697
	Iteration 32Q: 3 clusters Score -544599.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -544600.625000 Penalty: 2763.439697
	Iteration 33Q: 3 clusters Score -544600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -544601.562500 Penalty: 2763.439697
	Iteration 34Q: 3 clusters Score -544601.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -544601.312500 Penalty: 2763.439697
	Iteration 35Q: 3 clusters Score -544601.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -544601.625000 Penalty: 2763.439697
	Iteration 36Q: 3 clusters Score -544601.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -544603.187500 Penalty: 2763.439697
	Iteration 37Q: 3 clusters Score -544603.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -544602.937500 Penalty: 2763.439697
	Iteration 38Q: 3 clusters Score -544602.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -544603.750000 Penalty: 2763.439697
	Iteration 39Q: 3 clusters Score -544603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -544608.437500 Penalty: 2763.439697
	Iteration 40F: 3 clusters Score -544608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -544610.625000 Penalty: 2763.439697
	Iteration 41Q: 3 clusters Score -544610.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -544611.500000 Penalty: 2763.439697
	Iteration 42Q: 3 clusters Score -544611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -544612.437500 Penalty: 2763.439697
	Iteration 43Q: 3 clusters Score -544612.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -544612.750000 Penalty: 2763.439697
	Iteration 44Q: 3 clusters Score -544612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -544612.750000 Penalty: 2763.439697
	Iteration 45F: 3 clusters Score -544612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130633 members 
Mstep: Class 20 contains 12559 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 2327 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88502 members 
Mstep: Class 30 contains 4871 members 
Mstep: Class 31 contains 2602 members 
Entering Unmasked Estep 
Score: -108941544.000000 Penalty: 68979.507812
Splitting cluster 26 changes total score from -108941752.000000 to -108941544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (7321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Entering Unmasked Estep 
Score: -913492.750000 Penalty: 1446.006592
	Iteration 0F: 2 clusters Score -913492.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -908096.750000 Penalty: 2892.013184
	Iteration 0F: 3 clusters Score -908096.8 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -910259.250000 Penalty: 2892.013184
	Iteration 1F: 3 clusters Score -910259.2 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -911184.687500 Penalty: 2892.013184
	Iteration 2F: 3 clusters Score -911184.7 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -912031.875000 Penalty: 2892.013184
	Iteration 3F: 3 clusters Score -912031.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -912514.437500 Penalty: 2892.013184
	Iteration 4F: 3 clusters Score -912514.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -912733.687500 Penalty: 2892.013184
	Iteration 5F: 3 clusters Score -912733.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -912834.000000 Penalty: 2892.013184
	Iteration 6Q: 3 clusters Score -912834 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -912882.625000 Penalty: 2892.013184
	Iteration 7Q: 3 clusters Score -912882.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -912906.062500 Penalty: 2892.013184
	Iteration 8Q: 3 clusters Score -912906.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -912920.187500 Penalty: 2892.013184
	Iteration 9Q: 3 clusters Score -912920.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -912924.250000 Penalty: 2892.013184
	Iteration 10Q: 3 clusters Score -912924.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -912927.125000 Penalty: 2892.013184
	Iteration 11Q: 3 clusters Score -912927.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -912928.625000 Penalty: 2892.013184
	Iteration 12Q: 3 clusters Score -912928.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -912929.312500 Penalty: 2892.013184
	Iteration 13Q: 3 clusters Score -912929.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -912931.062500 Penalty: 2892.013184
	Iteration 14Q: 3 clusters Score -912931.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -912928.187500 Penalty: 2892.013184
	Iteration 15Q: 3 clusters Score -912928.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -912929.562500 Penalty: 2892.013184
	Iteration 16Q: 3 clusters Score -912929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -912933.437500 Penalty: 2892.013184
	Iteration 17Q: 3 clusters Score -912933.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -912932.437500 Penalty: 2892.013184
	Iteration 18Q: 3 clusters Score -912932.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -912934.000000 Penalty: 2892.013184
	Iteration 19Q: 3 clusters Score -912934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -912935.312500 Penalty: 2892.013184
	Iteration 20F: 3 clusters Score -912935.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -912934.437500 Penalty: 2892.013184
	Iteration 21Q: 3 clusters Score -912934.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -912935.062500 Penalty: 2892.013184
	Iteration 22Q: 3 clusters Score -912935.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -912935.437500 Penalty: 2892.013184
	Iteration 23Q: 3 clusters Score -912935.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -912935.437500 Penalty: 2892.013184
	Iteration 24F: 3 clusters Score -912935.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Entering Unmasked Estep 
Score: -917863.312500 Penalty: 1445.027100
	Iteration 0F: 2 clusters Score -917863.3 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 3630 members 
Entering Unmasked Estep 
Score: -912565.750000 Penalty: 2890.054199
	Iteration 0F: 3 clusters Score -912565.8 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -914366.125000 Penalty: 2890.054199
	Iteration 1F: 3 clusters Score -914366.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -914879.375000 Penalty: 2890.054199
	Iteration 2F: 3 clusters Score -914879.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -915502.125000 Penalty: 2890.054199
	Iteration 3F: 3 clusters Score -915502.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -916038.937500 Penalty: 2890.054199
	Iteration 4F: 3 clusters Score -916038.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -916366.562500 Penalty: 2890.054199
	Iteration 5F: 3 clusters Score -916366.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -916606.812500 Penalty: 2890.054199
	Iteration 6F: 3 clusters Score -916606.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -916758.937500 Penalty: 2890.054199
	Iteration 7Q: 3 clusters Score -916758.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -916869.562500 Penalty: 2890.054199
	Iteration 8Q: 3 clusters Score -916869.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -916941.000000 Penalty: 2890.054199
	Iteration 9Q: 3 clusters Score -916941 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -917004.125000 Penalty: 2890.054199
	Iteration 10Q: 3 clusters Score -917004.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -917066.625000 Penalty: 2890.054199
	Iteration 11Q: 3 clusters Score -917066.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -917104.500000 Penalty: 2890.054199
	Iteration 12Q: 3 clusters Score -917104.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -917123.500000 Penalty: 2890.054199
	Iteration 13Q: 3 clusters Score -917123.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -917143.437500 Penalty: 2890.054199
	Iteration 14Q: 3 clusters Score -917143.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -917151.500000 Penalty: 2890.054199
	Iteration 15Q: 3 clusters Score -917151.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -917163.875000 Penalty: 2890.054199
	Iteration 16Q: 3 clusters Score -917163.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -917170.500000 Penalty: 2890.054199
	Iteration 17Q: 3 clusters Score -917170.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -917185.812500 Penalty: 2890.054199
	Iteration 18Q: 3 clusters Score -917185.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -917197.312500 Penalty: 2890.054199
	Iteration 19Q: 3 clusters Score -917197.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -917212.562500 Penalty: 2890.054199
	Iteration 20F: 3 clusters Score -917212.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -917221.062500 Penalty: 2890.054199
	Iteration 21Q: 3 clusters Score -917221.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -917233.625000 Penalty: 2890.054199
	Iteration 22Q: 3 clusters Score -917233.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -917245.687500 Penalty: 2890.054199
	Iteration 23Q: 3 clusters Score -917245.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -917260.437500 Penalty: 2890.054199
	Iteration 24Q: 3 clusters Score -917260.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -917275.375000 Penalty: 2890.054199
	Iteration 25Q: 3 clusters Score -917275.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -917288.250000 Penalty: 2890.054199
	Iteration 26Q: 3 clusters Score -917288.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -917299.562500 Penalty: 2890.054199
	Iteration 27Q: 3 clusters Score -917299.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -917313.625000 Penalty: 2890.054199
	Iteration 28Q: 3 clusters Score -917313.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -917321.875000 Penalty: 2890.054199
	Iteration 29Q: 3 clusters Score -917321.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -917325.062500 Penalty: 2890.054199
	Iteration 30Q: 3 clusters Score -917325.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -917333.937500 Penalty: 2890.054199
	Iteration 31Q: 3 clusters Score -917333.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -917341.062500 Penalty: 2890.054199
	Iteration 32Q: 3 clusters Score -917341.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -917347.000000 Penalty: 2890.054199
	Iteration 33Q: 3 clusters Score -917347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -917350.937500 Penalty: 2890.054199
	Iteration 34Q: 3 clusters Score -917350.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -917355.375000 Penalty: 2890.054199
	Iteration 35Q: 3 clusters Score -917355.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -917357.312500 Penalty: 2890.054199
	Iteration 36Q: 3 clusters Score -917357.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -917359.937500 Penalty: 2890.054199
	Iteration 37Q: 3 clusters Score -917359.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -917362.687500 Penalty: 2890.054199
	Iteration 38Q: 3 clusters Score -917362.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -917361.125000 Penalty: 2890.054199
	Iteration 39Q: 3 clusters Score -917361.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -917363.000000 Penalty: 2890.054199
	Iteration 40F: 3 clusters Score -917363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -917363.187500 Penalty: 2890.054199
	Iteration 41Q: 3 clusters Score -917363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -917363.937500 Penalty: 2890.054199
	Iteration 42Q: 3 clusters Score -917363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -917364.250000 Penalty: 2890.054199
	Iteration 43Q: 3 clusters Score -917364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -917365.437500 Penalty: 2890.054199
	Iteration 44Q: 3 clusters Score -917365.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -917367.062500 Penalty: 2890.054199
	Iteration 45Q: 3 clusters Score -917367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -917367.625000 Penalty: 2890.054199
	Iteration 46Q: 3 clusters Score -917367.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -917368.812500 Penalty: 2890.054199
	Iteration 47Q: 3 clusters Score -917368.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -917368.562500 Penalty: 2890.054199
	Iteration 48Q: 3 clusters Score -917368.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -917368.562500 Penalty: 2890.054199
	Iteration 49F: 3 clusters Score -917368.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (88502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Entering Unmasked Estep 
Score: -10490667.000000 Penalty: 1851.001831
	Iteration 0F: 2 clusters Score -1.049067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -10431350.000000 Penalty: 3702.003662
	Iteration 0F: 3 clusters Score -1.043135e+07 nChanged 42250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -10457429.000000 Penalty: 3702.003662
	Iteration 1F: 3 clusters Score -1.045743e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -10459918.000000 Penalty: 3702.003662
	Iteration 2F: 3 clusters Score -1.045992e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -10463377.000000 Penalty: 3702.003662
	Iteration 3F: 3 clusters Score -1.046338e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -10467396.000000 Penalty: 3702.003662
	Iteration 4F: 3 clusters Score -1.04674e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -10471678.000000 Penalty: 3702.003662
	Iteration 5F: 3 clusters Score -1.047168e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -10475564.000000 Penalty: 3702.003662
	Iteration 6F: 3 clusters Score -1.047556e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -10478426.000000 Penalty: 3702.003662
	Iteration 7Q: 3 clusters Score -1.047843e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -10480121.000000 Penalty: 3702.003662
	Iteration 8Q: 3 clusters Score -1.048012e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -10481091.000000 Penalty: 3702.003662
	Iteration 9Q: 3 clusters Score -1.048109e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -10481805.000000 Penalty: 3702.003662
	Iteration 10Q: 3 clusters Score -1.04818e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -10482331.000000 Penalty: 3702.003662
	Iteration 11Q: 3 clusters Score -1.048233e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67876 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -10482833.000000 Penalty: 3702.003662
	Iteration 12Q: 3 clusters Score -1.048283e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -10483311.000000 Penalty: 3702.003662
	Iteration 13Q: 3 clusters Score -1.048331e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70571 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -10483738.000000 Penalty: 3702.003662
	Iteration 14Q: 3 clusters Score -1.048374e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -10484161.000000 Penalty: 3702.003662
	Iteration 15Q: 3 clusters Score -1.048416e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -10484592.000000 Penalty: 3702.003662
	Iteration 16Q: 3 clusters Score -1.048459e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -10485055.000000 Penalty: 3702.003662
	Iteration 17Q: 3 clusters Score -1.048506e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75548 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -10485469.000000 Penalty: 3702.003662
	Iteration 18Q: 3 clusters Score -1.048547e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -10485903.000000 Penalty: 3702.003662
	Iteration 19Q: 3 clusters Score -1.04859e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -10486302.000000 Penalty: 3702.003662
	Iteration 20F: 3 clusters Score -1.04863e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78928 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -10486771.000000 Penalty: 3702.003662
	Iteration 21Q: 3 clusters Score -1.048677e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79949 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -10487174.000000 Penalty: 3702.003662
	Iteration 22Q: 3 clusters Score -1.048717e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -10487523.000000 Penalty: 3702.003662
	Iteration 23Q: 3 clusters Score -1.048752e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -10487857.000000 Penalty: 3702.003662
	Iteration 24Q: 3 clusters Score -1.048786e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -10488113.000000 Penalty: 3702.003662
	Iteration 25Q: 3 clusters Score -1.048811e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83256 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -10488359.000000 Penalty: 3702.003662
	Iteration 26Q: 3 clusters Score -1.048836e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -10488595.000000 Penalty: 3702.003662
	Iteration 27Q: 3 clusters Score -1.04886e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -10488775.000000 Penalty: 3702.003662
	Iteration 28Q: 3 clusters Score -1.048878e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -10488909.000000 Penalty: 3702.003662
	Iteration 29Q: 3 clusters Score -1.048891e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85094 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -10489034.000000 Penalty: 3702.003662
	Iteration 30Q: 3 clusters Score -1.048903e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85356 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -10489122.000000 Penalty: 3702.003662
	Iteration 31Q: 3 clusters Score -1.048912e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -10489199.000000 Penalty: 3702.003662
	Iteration 32Q: 3 clusters Score -1.04892e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85791 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -10489258.000000 Penalty: 3702.003662
	Iteration 33Q: 3 clusters Score -1.048926e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85976 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -10489333.000000 Penalty: 3702.003662
	Iteration 34Q: 3 clusters Score -1.048933e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -10489398.000000 Penalty: 3702.003662
	Iteration 35Q: 3 clusters Score -1.04894e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86255 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -10489436.000000 Penalty: 3702.003662
	Iteration 36Q: 3 clusters Score -1.048944e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86365 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -10489488.000000 Penalty: 3702.003662
	Iteration 37Q: 3 clusters Score -1.048949e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -10489554.000000 Penalty: 3702.003662
	Iteration 38Q: 3 clusters Score -1.048955e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86529 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -10489596.000000 Penalty: 3702.003662
	Iteration 39Q: 3 clusters Score -1.04896e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86597 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -10489612.000000 Penalty: 3702.003662
	Iteration 40F: 3 clusters Score -1.048961e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -10489620.000000 Penalty: 3702.003662
	Iteration 41Q: 3 clusters Score -1.048962e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -10489640.000000 Penalty: 3702.003662
	Iteration 42Q: 3 clusters Score -1.048964e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86757 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -10489669.000000 Penalty: 3702.003662
	Iteration 43Q: 3 clusters Score -1.048967e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -10489709.000000 Penalty: 3702.003662
	Iteration 44Q: 3 clusters Score -1.048971e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -10489732.000000 Penalty: 3702.003662
	Iteration 45Q: 3 clusters Score -1.048973e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -10489761.000000 Penalty: 3702.003662
	Iteration 46Q: 3 clusters Score -1.048976e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86900 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -10489773.000000 Penalty: 3702.003662
	Iteration 47Q: 3 clusters Score -1.048977e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -10489780.000000 Penalty: 3702.003662
	Iteration 48Q: 3 clusters Score -1.048978e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -10489770.000000 Penalty: 3702.003662
	Iteration 49Q: 3 clusters Score -1.048977e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86960 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -10489786.000000 Penalty: 3702.003662
	Iteration 50Q: 3 clusters Score -1.048979e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86971 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -10489804.000000 Penalty: 3702.003662
	Iteration 51Q: 3 clusters Score -1.04898e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -10489819.000000 Penalty: 3702.003662
	Iteration 52Q: 3 clusters Score -1.048982e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -10489815.000000 Penalty: 3702.003662
	Iteration 53Q: 3 clusters Score -1.048982e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -10489817.000000 Penalty: 3702.003662
	Iteration 54Q: 3 clusters Score -1.048982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -10489818.000000 Penalty: 3702.003662
	Iteration 55Q: 3 clusters Score -1.048982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -10489835.000000 Penalty: 3702.003662
	Iteration 56Q: 3 clusters Score -1.048984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -10489841.000000 Penalty: 3702.003662
	Iteration 57Q: 3 clusters Score -1.048984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -10489840.000000 Penalty: 3702.003662
	Iteration 58Q: 3 clusters Score -1.048984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87006 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -10489835.000000 Penalty: 3702.003662
	Iteration 59Q: 3 clusters Score -1.048984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87011 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -10489839.000000 Penalty: 3702.003662
	Iteration 60F: 3 clusters Score -1.048984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -10489844.000000 Penalty: 3702.003662
	Iteration 61Q: 3 clusters Score -1.048984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87022 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -10489849.000000 Penalty: 3702.003662
	Iteration 62Q: 3 clusters Score -1.048985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87023 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -10489843.000000 Penalty: 3702.003662
	Iteration 63Q: 3 clusters Score -1.048984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87020 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -10489848.000000 Penalty: 3702.003662
	Iteration 64Q: 3 clusters Score -1.048985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87020 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -10489849.000000 Penalty: 3702.003662
	Iteration 65Q: 3 clusters Score -1.048985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87020 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -10489849.000000 Penalty: 3702.003662
	Iteration 66Q: 3 clusters Score -1.048985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87020 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -10489849.000000 Penalty: 3702.003662
	Iteration 67F: 3 clusters Score -1.048985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Entering Unmasked Estep 
Score: -542736.375000 Penalty: 1379.796387
	Iteration 0F: 2 clusters Score -542736.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -538889.187500 Penalty: 2759.592773
	Iteration 0F: 3 clusters Score -538889.2 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -540186.562500 Penalty: 2759.592773
	Iteration 1F: 3 clusters Score -540186.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -540521.062500 Penalty: 2759.592773
	Iteration 2F: 3 clusters Score -540521.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -540812.187500 Penalty: 2759.592773
	Iteration 3F: 3 clusters Score -540812.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -541069.000000 Penalty: 2759.592773
	Iteration 4F: 3 clusters Score -541069 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -541283.437500 Penalty: 2759.592773
	Iteration 5F: 3 clusters Score -541283.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -541414.875000 Penalty: 2759.592773
	Iteration 6Q: 3 clusters Score -541414.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -541515.500000 Penalty: 2759.592773
	Iteration 7Q: 3 clusters Score -541515.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -541593.812500 Penalty: 2759.592773
	Iteration 8Q: 3 clusters Score -541593.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -541645.687500 Penalty: 2759.592773
	Iteration 9Q: 3 clusters Score -541645.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -541678.375000 Penalty: 2759.592773
	Iteration 10Q: 3 clusters Score -541678.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -541706.500000 Penalty: 2759.592773
	Iteration 11Q: 3 clusters Score -541706.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -541724.750000 Penalty: 2759.592773
	Iteration 12Q: 3 clusters Score -541724.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -541740.687500 Penalty: 2759.592773
	Iteration 13Q: 3 clusters Score -541740.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -541756.750000 Penalty: 2759.592773
	Iteration 14Q: 3 clusters Score -541756.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -541767.875000 Penalty: 2759.592773
	Iteration 15Q: 3 clusters Score -541767.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -541776.062500 Penalty: 2759.592773
	Iteration 16Q: 3 clusters Score -541776.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -541787.375000 Penalty: 2759.592773
	Iteration 17Q: 3 clusters Score -541787.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -541794.562500 Penalty: 2759.592773
	Iteration 18Q: 3 clusters Score -541794.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -541805.125000 Penalty: 2759.592773
	Iteration 19Q: 3 clusters Score -541805.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -541812.375000 Penalty: 2759.592773
	Iteration 20F: 3 clusters Score -541812.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -541816.937500 Penalty: 2759.592773
	Iteration 21Q: 3 clusters Score -541816.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -541820.750000 Penalty: 2759.592773
	Iteration 22Q: 3 clusters Score -541820.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -541823.750000 Penalty: 2759.592773
	Iteration 23Q: 3 clusters Score -541823.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -541827.812500 Penalty: 2759.592773
	Iteration 24Q: 3 clusters Score -541827.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -541830.875000 Penalty: 2759.592773
	Iteration 25Q: 3 clusters Score -541830.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -541835.250000 Penalty: 2759.592773
	Iteration 26Q: 3 clusters Score -541835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -541836.312500 Penalty: 2759.592773
	Iteration 27Q: 3 clusters Score -541836.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -541837.812500 Penalty: 2759.592773
	Iteration 28Q: 3 clusters Score -541837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -541839.750000 Penalty: 2759.592773
	Iteration 29Q: 3 clusters Score -541839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -541840.875000 Penalty: 2759.592773
	Iteration 30Q: 3 clusters Score -541840.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -541841.500000 Penalty: 2759.592773
	Iteration 31Q: 3 clusters Score -541841.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -541842.125000 Penalty: 2759.592773
	Iteration 32Q: 3 clusters Score -541842.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -541843.312500 Penalty: 2759.592773
	Iteration 33Q: 3 clusters Score -541843.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -541845.687500 Penalty: 2759.592773
	Iteration 34Q: 3 clusters Score -541845.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -541846.562500 Penalty: 2759.592773
	Iteration 35Q: 3 clusters Score -541846.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -541847.250000 Penalty: 2759.592773
	Iteration 36Q: 3 clusters Score -541847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -541847.250000 Penalty: 2759.592773
	Iteration 37Q: 3 clusters Score -541847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -541847.062500 Penalty: 2759.592773
	Iteration 38Q: 3 clusters Score -541847.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -541847.062500 Penalty: 2759.592773
	Iteration 39F: 3 clusters Score -541847.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130633 members 
Mstep: Class 20 contains 12559 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88502 members 
Mstep: Class 30 contains 4871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941712.000000 Penalty: 66754.359375
Iteration 279Q: 31 clusters Score -1.089417e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130634 members 
Mstep: Class 20 contains 12558 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88503 members 
Mstep: Class 30 contains 4870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941704.000000 Penalty: 66754.359375
Iteration 280F: 31 clusters Score -1.089417e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130634 members 
Mstep: Class 20 contains 12559 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88502 members 
Mstep: Class 30 contains 4870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941696.000000 Penalty: 66754.359375
Iteration 281Q: 31 clusters Score -1.089417e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130634 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88501 members 
Mstep: Class 30 contains 4870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941688.000000 Penalty: 66754.359375
Iteration 282Q: 31 clusters Score -1.089417e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130634 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88500 members 
Mstep: Class 30 contains 4870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941688.000000 Penalty: 66754.359375
Iteration 283Q: 31 clusters Score -1.089417e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130634 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88500 members 
Mstep: Class 30 contains 4870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941688.000000 Penalty: 66754.359375
Iteration 284F: 31 clusters Score -1.089417e+08 nChanged 0
Entering ConstructFrom: 
Score: -108941688.000000 Penalty: 66754.359375
Entering ConstructFrom: 
Trying to split cluster 1 (85903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85903 members 
Entering Unmasked Estep 
Score: -10939376.000000 Penalty: 1846.158325
	Iteration 0F: 2 clusters Score -1.093938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -10882426.000000 Penalty: 3692.316650
	Iteration 0F: 3 clusters Score -1.088243e+07 nChanged 41018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -10906634.000000 Penalty: 3692.316650
	Iteration 1F: 3 clusters Score -1.090663e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -10907861.000000 Penalty: 3692.316650
	Iteration 2Q: 3 clusters Score -1.090786e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -10909781.000000 Penalty: 3692.316650
	Iteration 3Q: 3 clusters Score -1.090978e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -10912856.000000 Penalty: 3692.316650
	Iteration 4F: 3 clusters Score -1.091286e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -10917759.000000 Penalty: 3692.316650
	Iteration 5F: 3 clusters Score -1.091776e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -10923501.000000 Penalty: 3692.316650
	Iteration 6F: 3 clusters Score -1.09235e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 73389 members 
Entering Unmasked Estep 
Score: -10928635.000000 Penalty: 3692.316650
	Iteration 7F: 3 clusters Score -1.092864e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 77354 members 
Entering Unmasked Estep 
Score: -10932191.000000 Penalty: 3692.316650
	Iteration 8Q: 3 clusters Score -1.093219e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 79982 members 
Entering Unmasked Estep 
Score: -10934277.000000 Penalty: 3692.316650
	Iteration 9Q: 3 clusters Score -1.093428e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 81705 members 
Entering Unmasked Estep 
Score: -10935580.000000 Penalty: 3692.316650
	Iteration 10Q: 3 clusters Score -1.093558e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 82823 members 
Entering Unmasked Estep 
Score: -10936319.000000 Penalty: 3692.316650
	Iteration 11Q: 3 clusters Score -1.093632e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
Score: -10936789.000000 Penalty: 3692.316650
	Iteration 12Q: 3 clusters Score -1.093679e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 84019 members 
Entering Unmasked Estep 
Score: -10937106.000000 Penalty: 3692.316650
	Iteration 13Q: 3 clusters Score -1.093711e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 84362 members 
Entering Unmasked Estep 
Score: -10937328.000000 Penalty: 3692.316650
	Iteration 14Q: 3 clusters Score -1.093733e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -10937478.000000 Penalty: 3692.316650
	Iteration 15Q: 3 clusters Score -1.093748e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 84741 members 
Entering Unmasked Estep 
Score: -10937571.000000 Penalty: 3692.316650
	Iteration 16Q: 3 clusters Score -1.093757e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 84841 members 
Entering Unmasked Estep 
Score: -10937642.000000 Penalty: 3692.316650
	Iteration 17Q: 3 clusters Score -1.093764e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -10937704.000000 Penalty: 3692.316650
	Iteration 18Q: 3 clusters Score -1.09377e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 84946 members 
Entering Unmasked Estep 
Score: -10937743.000000 Penalty: 3692.316650
	Iteration 19Q: 3 clusters Score -1.093774e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
Score: -10937779.000000 Penalty: 3692.316650
	Iteration 20F: 3 clusters Score -1.093778e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 85008 members 
Entering Unmasked Estep 
Score: -10937796.000000 Penalty: 3692.316650
	Iteration 21Q: 3 clusters Score -1.09378e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 85028 members 
Entering Unmasked Estep 
Score: -10937796.000000 Penalty: 3692.316650
	Iteration 22Q: 3 clusters Score -1.09378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -10937803.000000 Penalty: 3692.316650
	Iteration 23Q: 3 clusters Score -1.09378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -10937805.000000 Penalty: 3692.316650
	Iteration 24Q: 3 clusters Score -1.09378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -10937816.000000 Penalty: 3692.316650
	Iteration 25Q: 3 clusters Score -1.093782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -10937830.000000 Penalty: 3692.316650
	Iteration 26Q: 3 clusters Score -1.093783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -10937829.000000 Penalty: 3692.316650
	Iteration 27Q: 3 clusters Score -1.093783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -10937836.000000 Penalty: 3692.316650
	Iteration 28Q: 3 clusters Score -1.093784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -10937843.000000 Penalty: 3692.316650
	Iteration 29Q: 3 clusters Score -1.093784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 85097 members 
Entering Unmasked Estep 
Score: -10937846.000000 Penalty: 3692.316650
	Iteration 30Q: 3 clusters Score -1.093785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 85101 members 
Entering Unmasked Estep 
Score: -10937850.000000 Penalty: 3692.316650
	Iteration 31Q: 3 clusters Score -1.093785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 85109 members 
Entering Unmasked Estep 
Score: -10937844.000000 Penalty: 3692.316650
	Iteration 32Q: 3 clusters Score -1.093784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 85109 members 
Entering Unmasked Estep 
Score: -10937846.000000 Penalty: 3692.316650
	Iteration 33Q: 3 clusters Score -1.093785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -10937844.000000 Penalty: 3692.316650
	Iteration 34Q: 3 clusters Score -1.093784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 85110 members 
Entering Unmasked Estep 
Score: -10937850.000000 Penalty: 3692.316650
	Iteration 35Q: 3 clusters Score -1.093785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 85111 members 
Entering Unmasked Estep 
Score: -10937853.000000 Penalty: 3692.316650
	Iteration 36Q: 3 clusters Score -1.093785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 85114 members 
Entering Unmasked Estep 
Score: -10937853.000000 Penalty: 3692.316650
	Iteration 37Q: 3 clusters Score -1.093785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
Score: -10937860.000000 Penalty: 3692.316650
	Iteration 38Q: 3 clusters Score -1.093786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 85120 members 
Entering Unmasked Estep 
Score: -10937859.000000 Penalty: 3692.316650
	Iteration 39Q: 3 clusters Score -1.093786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -10937877.000000 Penalty: 3692.316650
	Iteration 40F: 3 clusters Score -1.093788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 85131 members 
Entering Unmasked Estep 
Score: -10937879.000000 Penalty: 3692.316650
	Iteration 41Q: 3 clusters Score -1.093788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 85132 members 
Entering Unmasked Estep 
Score: -10937875.000000 Penalty: 3692.316650
	Iteration 42Q: 3 clusters Score -1.093788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 85130 members 
Entering Unmasked Estep 
Score: -10937885.000000 Penalty: 3692.316650
	Iteration 43Q: 3 clusters Score -1.093788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 85127 members 
Entering Unmasked Estep 
Score: -10937888.000000 Penalty: 3692.316650
	Iteration 44Q: 3 clusters Score -1.093789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 85131 members 
Entering Unmasked Estep 
Score: -10937888.000000 Penalty: 3692.316650
	Iteration 45Q: 3 clusters Score -1.093789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 85132 members 
Entering Unmasked Estep 
Score: -10937890.000000 Penalty: 3692.316650
	Iteration 46Q: 3 clusters Score -1.093789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -10937897.000000 Penalty: 3692.316650
	Iteration 47Q: 3 clusters Score -1.09379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 85139 members 
Entering Unmasked Estep 
Score: -10937895.000000 Penalty: 3692.316650
	Iteration 48Q: 3 clusters Score -1.09379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 85145 members 
Entering Unmasked Estep 
Score: -10937891.000000 Penalty: 3692.316650
	Iteration 49Q: 3 clusters Score -1.093789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -10937900.000000 Penalty: 3692.316650
	Iteration 50Q: 3 clusters Score -1.09379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 85144 members 
Entering Unmasked Estep 
Score: -10937900.000000 Penalty: 3692.316650
	Iteration 51Q: 3 clusters Score -1.09379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 85145 members 
Entering Unmasked Estep 
Score: -10937900.000000 Penalty: 3692.316650
	Iteration 52Q: 3 clusters Score -1.09379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 85145 members 
Entering Unmasked Estep 
Score: -10937897.000000 Penalty: 3692.316650
	Iteration 53Q: 3 clusters Score -1.09379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 85145 members 
Entering Unmasked Estep 
Score: -10937897.000000 Penalty: 3692.316650
	Iteration 54F: 3 clusters Score -1.09379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Entering Unmasked Estep 
Score: -1269987.250000 Penalty: 1497.636230
	Iteration 0F: 2 clusters Score -1269987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1262797.500000 Penalty: 2995.272461
	Iteration 0F: 3 clusters Score -1262798 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1265119.125000 Penalty: 2995.272461
	Iteration 1F: 3 clusters Score -1265119 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1265439.750000 Penalty: 2995.272461
	Iteration 2F: 3 clusters Score -1265440 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1265724.125000 Penalty: 2995.272461
	Iteration 3F: 3 clusters Score -1265724 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1266011.500000 Penalty: 2995.272461
	Iteration 4F: 3 clusters Score -1266012 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1266298.125000 Penalty: 2995.272461
	Iteration 5F: 3 clusters Score -1266298 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1266620.250000 Penalty: 2995.272461
	Iteration 6F: 3 clusters Score -1266620 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1266965.125000 Penalty: 2995.272461
	Iteration 7F: 3 clusters Score -1266965 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1267359.750000 Penalty: 2995.272461
	Iteration 8F: 3 clusters Score -1267360 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1267685.000000 Penalty: 2995.272461
	Iteration 9Q: 3 clusters Score -1267685 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1267959.000000 Penalty: 2995.272461
	Iteration 10Q: 3 clusters Score -1267959 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1268175.000000 Penalty: 2995.272461
	Iteration 11Q: 3 clusters Score -1268175 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1268301.125000 Penalty: 2995.272461
	Iteration 12Q: 3 clusters Score -1268301 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1268387.000000 Penalty: 2995.272461
	Iteration 13Q: 3 clusters Score -1268387 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1268427.750000 Penalty: 2995.272461
	Iteration 14Q: 3 clusters Score -1268428 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1268454.750000 Penalty: 2995.272461
	Iteration 15Q: 3 clusters Score -1268455 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1268482.500000 Penalty: 2995.272461
	Iteration 16Q: 3 clusters Score -1268482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1268504.250000 Penalty: 2995.272461
	Iteration 17Q: 3 clusters Score -1268504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1268512.000000 Penalty: 2995.272461
	Iteration 18Q: 3 clusters Score -1268512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1268523.750000 Penalty: 2995.272461
	Iteration 19Q: 3 clusters Score -1268524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1268531.125000 Penalty: 2995.272461
	Iteration 20F: 3 clusters Score -1268531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1268534.875000 Penalty: 2995.272461
	Iteration 21Q: 3 clusters Score -1268535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1268534.250000 Penalty: 2995.272461
	Iteration 22Q: 3 clusters Score -1268534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1268537.375000 Penalty: 2995.272461
	Iteration 23Q: 3 clusters Score -1268537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1268540.250000 Penalty: 2995.272461
	Iteration 24Q: 3 clusters Score -1268540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1268541.625000 Penalty: 2995.272461
	Iteration 25Q: 3 clusters Score -1268542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1268544.750000 Penalty: 2995.272461
	Iteration 26Q: 3 clusters Score -1268545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1268546.125000 Penalty: 2995.272461
	Iteration 27Q: 3 clusters Score -1268546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1268543.500000 Penalty: 2995.272461
	Iteration 28Q: 3 clusters Score -1268544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1268542.375000 Penalty: 2995.272461
	Iteration 29Q: 3 clusters Score -1268542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1268542.375000 Penalty: 2995.272461
	Iteration 30F: 3 clusters Score -1268542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -166880.531250 Penalty: 1175.788086
	Iteration 0F: 2 clusters Score -166880.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -165204.093750 Penalty: 2351.576172
	Iteration 0F: 3 clusters Score -165204.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -165518.109375 Penalty: 2351.576172
	Iteration 1F: 3 clusters Score -165518.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -165617.859375 Penalty: 2351.576172
	Iteration 2F: 3 clusters Score -165617.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -165685.484375 Penalty: 2351.576172
	Iteration 3F: 3 clusters Score -165685.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -165736.953125 Penalty: 2351.576172
	Iteration 4Q: 3 clusters Score -165737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -165786.546875 Penalty: 2351.576172
	Iteration 5Q: 3 clusters Score -165786.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -165815.953125 Penalty: 2351.576172
	Iteration 6Q: 3 clusters Score -165816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -165842.765625 Penalty: 2351.576172
	Iteration 7Q: 3 clusters Score -165842.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -165867.890625 Penalty: 2351.576172
	Iteration 8Q: 3 clusters Score -165867.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -165894.921875 Penalty: 2351.576172
	Iteration 9Q: 3 clusters Score -165894.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -165923.796875 Penalty: 2351.576172
	Iteration 10Q: 3 clusters Score -165923.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -165951.500000 Penalty: 2351.576172
	Iteration 11Q: 3 clusters Score -165951.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -165967.250000 Penalty: 2351.576172
	Iteration 12Q: 3 clusters Score -165967.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -165976.062500 Penalty: 2351.576172
	Iteration 13Q: 3 clusters Score -165976.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -165982.468750 Penalty: 2351.576172
	Iteration 14Q: 3 clusters Score -165982.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -165991.406250 Penalty: 2351.576172
	Iteration 15Q: 3 clusters Score -165991.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -165996.750000 Penalty: 2351.576172
	Iteration 16Q: 3 clusters Score -165996.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -166002.046875 Penalty: 2351.576172
	Iteration 17Q: 3 clusters Score -166002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -166008.593750 Penalty: 2351.576172
	Iteration 18Q: 3 clusters Score -166008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -166011.656250 Penalty: 2351.576172
	Iteration 19Q: 3 clusters Score -166011.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -166018.500000 Penalty: 2351.576172
	Iteration 20F: 3 clusters Score -166018.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -166024.515625 Penalty: 2351.576172
	Iteration 21Q: 3 clusters Score -166024.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -166025.796875 Penalty: 2351.576172
	Iteration 22Q: 3 clusters Score -166025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -166029.218750 Penalty: 2351.576172
	Iteration 23Q: 3 clusters Score -166029.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -166034.562500 Penalty: 2351.576172
	Iteration 24Q: 3 clusters Score -166034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -166037.500000 Penalty: 2351.576172
	Iteration 25Q: 3 clusters Score -166037.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -166038.453125 Penalty: 2351.576172
	Iteration 26Q: 3 clusters Score -166038.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -166038.453125 Penalty: 2351.576172
	Iteration 27F: 3 clusters Score -166038.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Entering Unmasked Estep 
Score: -548580.500000 Penalty: 1377.917358
	Iteration 0F: 2 clusters Score -548580.5 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 2402 members 
Entering Unmasked Estep 
Score: -544740.875000 Penalty: 2755.834717
	Iteration 0F: 3 clusters Score -544740.9 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -545932.937500 Penalty: 2755.834717
	Iteration 1F: 3 clusters Score -545932.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -546207.125000 Penalty: 2755.834717
	Iteration 2F: 3 clusters Score -546207.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -546412.562500 Penalty: 2755.834717
	Iteration 3F: 3 clusters Score -546412.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -546592.562500 Penalty: 2755.834717
	Iteration 4F: 3 clusters Score -546592.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -546796.125000 Penalty: 2755.834717
	Iteration 5F: 3 clusters Score -546796.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -546988.187500 Penalty: 2755.834717
	Iteration 6F: 3 clusters Score -546988.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -547161.187500 Penalty: 2755.834717
	Iteration 7Q: 3 clusters Score -547161.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -547308.875000 Penalty: 2755.834717
	Iteration 8Q: 3 clusters Score -547308.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -547410.625000 Penalty: 2755.834717
	Iteration 9Q: 3 clusters Score -547410.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -547496.000000 Penalty: 2755.834717
	Iteration 10Q: 3 clusters Score -547496 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -547585.750000 Penalty: 2755.834717
	Iteration 11Q: 3 clusters Score -547585.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -547652.875000 Penalty: 2755.834717
	Iteration 12Q: 3 clusters Score -547652.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -547693.125000 Penalty: 2755.834717
	Iteration 13Q: 3 clusters Score -547693.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -547717.062500 Penalty: 2755.834717
	Iteration 14Q: 3 clusters Score -547717.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -547729.750000 Penalty: 2755.834717
	Iteration 15Q: 3 clusters Score -547729.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -547741.562500 Penalty: 2755.834717
	Iteration 16Q: 3 clusters Score -547741.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -547754.437500 Penalty: 2755.834717
	Iteration 17Q: 3 clusters Score -547754.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -547764.125000 Penalty: 2755.834717
	Iteration 18Q: 3 clusters Score -547764.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -547769.937500 Penalty: 2755.834717
	Iteration 19Q: 3 clusters Score -547769.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -547775.625000 Penalty: 2755.834717
	Iteration 20F: 3 clusters Score -547775.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -547777.937500 Penalty: 2755.834717
	Iteration 21Q: 3 clusters Score -547777.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -547779.875000 Penalty: 2755.834717
	Iteration 22Q: 3 clusters Score -547779.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -547781.750000 Penalty: 2755.834717
	Iteration 23Q: 3 clusters Score -547781.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -547784.000000 Penalty: 2755.834717
	Iteration 24Q: 3 clusters Score -547784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -547786.312500 Penalty: 2755.834717
	Iteration 25Q: 3 clusters Score -547786.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -547788.062500 Penalty: 2755.834717
	Iteration 26Q: 3 clusters Score -547788.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -547788.812500 Penalty: 2755.834717
	Iteration 27Q: 3 clusters Score -547788.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -547791.500000 Penalty: 2755.834717
	Iteration 28Q: 3 clusters Score -547791.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -547793.250000 Penalty: 2755.834717
	Iteration 29Q: 3 clusters Score -547793.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -547794.500000 Penalty: 2755.834717
	Iteration 30Q: 3 clusters Score -547794.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -547796.750000 Penalty: 2755.834717
	Iteration 31Q: 3 clusters Score -547796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -547797.687500 Penalty: 2755.834717
	Iteration 32Q: 3 clusters Score -547797.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -547798.687500 Penalty: 2755.834717
	Iteration 33Q: 3 clusters Score -547798.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -547799.562500 Penalty: 2755.834717
	Iteration 34Q: 3 clusters Score -547799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -547800.562500 Penalty: 2755.834717
	Iteration 35Q: 3 clusters Score -547800.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -547801.062500 Penalty: 2755.834717
	Iteration 36Q: 3 clusters Score -547801.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -547801.312500 Penalty: 2755.834717
	Iteration 37Q: 3 clusters Score -547801.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -547802.000000 Penalty: 2755.834717
	Iteration 38Q: 3 clusters Score -547802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -547802.062500 Penalty: 2755.834717
	Iteration 39Q: 3 clusters Score -547802.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -547802.125000 Penalty: 2755.834717
	Iteration 40F: 3 clusters Score -547802.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -28772.539062 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -28772.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27980.291016 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -27980.29 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28365.640625 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -28365.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28764.933594 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -28764.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29043.832031 Penalty: 1877.736938
	Iteration 3F: 3 clusters Score -29043.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29401.439453 Penalty: 1877.736938
	Iteration 4F: 3 clusters Score -29401.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29576.814453 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -29576.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29596.238281 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -29596.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29603.771484 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -29603.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29617.876953 Penalty: 1877.736938
	Iteration 8Q: 3 clusters Score -29617.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29632.511719 Penalty: 1877.736938
	Iteration 9Q: 3 clusters Score -29632.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29632.511719 Penalty: 1877.736938
	Iteration 10F: 3 clusters Score -29632.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 149 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130634 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88500 members 
Mstep: Class 30 contains 4870 members 
Mstep: Class 31 contains 174 members 
Entering Unmasked Estep 
Score: -108941304.000000 Penalty: 68979.507812
Splitting cluster 5 changes total score from -108941688.000000 to -108941304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Entering Unmasked Estep 
Score: -2224653.750000 Penalty: 1589.812988
	Iteration 0F: 2 clusters Score -2224654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2212529.500000 Penalty: 3179.625977
	Iteration 0F: 3 clusters Score -2212530 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2216719.000000 Penalty: 3179.625977
	Iteration 1F: 3 clusters Score -2216719 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2217048.750000 Penalty: 3179.625977
	Iteration 2F: 3 clusters Score -2217049 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2217342.000000 Penalty: 3179.625977
	Iteration 3Q: 3 clusters Score -2217342 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2217683.000000 Penalty: 3179.625977
	Iteration 4Q: 3 clusters Score -2217683 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2218086.000000 Penalty: 3179.625977
	Iteration 5Q: 3 clusters Score -2218086 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2218588.250000 Penalty: 3179.625977
	Iteration 6F: 3 clusters Score -2218588 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2219224.500000 Penalty: 3179.625977
	Iteration 7F: 3 clusters Score -2219224 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2219942.250000 Penalty: 3179.625977
	Iteration 8F: 3 clusters Score -2219942 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2220723.000000 Penalty: 3179.625977
	Iteration 9F: 3 clusters Score -2220723 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2221380.250000 Penalty: 3179.625977
	Iteration 10Q: 3 clusters Score -2221380 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2221922.000000 Penalty: 3179.625977
	Iteration 11Q: 3 clusters Score -2221922 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2222330.250000 Penalty: 3179.625977
	Iteration 12Q: 3 clusters Score -2222330 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2222645.750000 Penalty: 3179.625977
	Iteration 13Q: 3 clusters Score -2222646 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2222911.500000 Penalty: 3179.625977
	Iteration 14Q: 3 clusters Score -2222912 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2223112.000000 Penalty: 3179.625977
	Iteration 15Q: 3 clusters Score -2223112 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2223243.750000 Penalty: 3179.625977
	Iteration 16Q: 3 clusters Score -2223244 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2223339.500000 Penalty: 3179.625977
	Iteration 17Q: 3 clusters Score -2223340 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2223395.000000 Penalty: 3179.625977
	Iteration 18Q: 3 clusters Score -2223395 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2223437.500000 Penalty: 3179.625977
	Iteration 19Q: 3 clusters Score -2223438 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2223462.250000 Penalty: 3179.625977
	Iteration 20F: 3 clusters Score -2223462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2223481.750000 Penalty: 3179.625977
	Iteration 21Q: 3 clusters Score -2223482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2223502.000000 Penalty: 3179.625977
	Iteration 22Q: 3 clusters Score -2223502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2223525.000000 Penalty: 3179.625977
	Iteration 23Q: 3 clusters Score -2223525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2223537.000000 Penalty: 3179.625977
	Iteration 24Q: 3 clusters Score -2223537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2223548.500000 Penalty: 3179.625977
	Iteration 25Q: 3 clusters Score -2223548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2223553.750000 Penalty: 3179.625977
	Iteration 26Q: 3 clusters Score -2223554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2223563.500000 Penalty: 3179.625977
	Iteration 27Q: 3 clusters Score -2223564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2223569.000000 Penalty: 3179.625977
	Iteration 28Q: 3 clusters Score -2223569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2223569.000000 Penalty: 3179.625977
	Iteration 29Q: 3 clusters Score -2223569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2223567.250000 Penalty: 3179.625977
	Iteration 30Q: 3 clusters Score -2223567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2223567.500000 Penalty: 3179.625977
	Iteration 31Q: 3 clusters Score -2223568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2223568.250000 Penalty: 3179.625977
	Iteration 32Q: 3 clusters Score -2223568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2223567.500000 Penalty: 3179.625977
	Iteration 33Q: 3 clusters Score -2223568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2223567.500000 Penalty: 3179.625977
	Iteration 34F: 3 clusters Score -2223568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Entering Unmasked Estep 
Score: -3542125.250000 Penalty: 1662.764160
	Iteration 0F: 2 clusters Score -3542125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3523395.500000 Penalty: 3325.528320
	Iteration 0F: 3 clusters Score -3523396 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3530442.750000 Penalty: 3325.528320
	Iteration 1F: 3 clusters Score -3530443 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3530865.000000 Penalty: 3325.528320
	Iteration 2Q: 3 clusters Score -3530865 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3531294.000000 Penalty: 3325.528320
	Iteration 3Q: 3 clusters Score -3531294 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3531799.500000 Penalty: 3325.528320
	Iteration 4Q: 3 clusters Score -3531800 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3532434.250000 Penalty: 3325.528320
	Iteration 5Q: 3 clusters Score -3532434 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3533165.000000 Penalty: 3325.528320
	Iteration 6F: 3 clusters Score -3533165 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3533935.250000 Penalty: 3325.528320
	Iteration 7F: 3 clusters Score -3533935 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3534731.000000 Penalty: 3325.528320
	Iteration 8F: 3 clusters Score -3534731 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3535408.250000 Penalty: 3325.528320
	Iteration 9Q: 3 clusters Score -3535408 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3536090.000000 Penalty: 3325.528320
	Iteration 10Q: 3 clusters Score -3536090 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3536727.500000 Penalty: 3325.528320
	Iteration 11Q: 3 clusters Score -3536728 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3537424.500000 Penalty: 3325.528320
	Iteration 12Q: 3 clusters Score -3537424 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -3538155.500000 Penalty: 3325.528320
	Iteration 13Q: 3 clusters Score -3538156 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3538791.500000 Penalty: 3325.528320
	Iteration 14Q: 3 clusters Score -3538792 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3539262.750000 Penalty: 3325.528320
	Iteration 15Q: 3 clusters Score -3539263 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3539560.500000 Penalty: 3325.528320
	Iteration 16Q: 3 clusters Score -3539560 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3539833.000000 Penalty: 3325.528320
	Iteration 17Q: 3 clusters Score -3539833 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3540004.500000 Penalty: 3325.528320
	Iteration 18Q: 3 clusters Score -3540004 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3540130.750000 Penalty: 3325.528320
	Iteration 19Q: 3 clusters Score -3540131 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -3540259.750000 Penalty: 3325.528320
	Iteration 20F: 3 clusters Score -3540260 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3540336.750000 Penalty: 3325.528320
	Iteration 21Q: 3 clusters Score -3540337 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3540409.250000 Penalty: 3325.528320
	Iteration 22Q: 3 clusters Score -3540409 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3540452.250000 Penalty: 3325.528320
	Iteration 23Q: 3 clusters Score -3540452 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3540504.500000 Penalty: 3325.528320
	Iteration 24Q: 3 clusters Score -3540504 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3540530.250000 Penalty: 3325.528320
	Iteration 25Q: 3 clusters Score -3540530 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3540552.250000 Penalty: 3325.528320
	Iteration 26Q: 3 clusters Score -3540552 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3540567.500000 Penalty: 3325.528320
	Iteration 27Q: 3 clusters Score -3540568 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3540594.000000 Penalty: 3325.528320
	Iteration 28Q: 3 clusters Score -3540594 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3540605.250000 Penalty: 3325.528320
	Iteration 29Q: 3 clusters Score -3540605 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3540632.000000 Penalty: 3325.528320
	Iteration 30Q: 3 clusters Score -3540632 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -3540641.500000 Penalty: 3325.528320
	Iteration 31Q: 3 clusters Score -3540642 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3540665.750000 Penalty: 3325.528320
	Iteration 32Q: 3 clusters Score -3540666 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3540667.000000 Penalty: 3325.528320
	Iteration 33Q: 3 clusters Score -3540667 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3540681.250000 Penalty: 3325.528320
	Iteration 34Q: 3 clusters Score -3540681 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3540701.500000 Penalty: 3325.528320
	Iteration 35Q: 3 clusters Score -3540702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3540709.750000 Penalty: 3325.528320
	Iteration 36Q: 3 clusters Score -3540710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3540710.000000 Penalty: 3325.528320
	Iteration 37Q: 3 clusters Score -3540710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3540719.250000 Penalty: 3325.528320
	Iteration 38Q: 3 clusters Score -3540719 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3540735.000000 Penalty: 3325.528320
	Iteration 39Q: 3 clusters Score -3540735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3540748.500000 Penalty: 3325.528320
	Iteration 40F: 3 clusters Score -3540748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3540741.750000 Penalty: 3325.528320
	Iteration 41Q: 3 clusters Score -3540742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -3540755.000000 Penalty: 3325.528320
	Iteration 42Q: 3 clusters Score -3540755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3540757.250000 Penalty: 3325.528320
	Iteration 43Q: 3 clusters Score -3540757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -3540755.250000 Penalty: 3325.528320
	Iteration 44Q: 3 clusters Score -3540755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3540762.000000 Penalty: 3325.528320
	Iteration 45Q: 3 clusters Score -3540762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3540758.750000 Penalty: 3325.528320
	Iteration 46Q: 3 clusters Score -3540759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3540759.000000 Penalty: 3325.528320
	Iteration 47Q: 3 clusters Score -3540759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -3540755.250000 Penalty: 3325.528320
	Iteration 48Q: 3 clusters Score -3540755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3540762.250000 Penalty: 3325.528320
	Iteration 49Q: 3 clusters Score -3540762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3540765.250000 Penalty: 3325.528320
	Iteration 50Q: 3 clusters Score -3540765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3540770.750000 Penalty: 3325.528320
	Iteration 51Q: 3 clusters Score -3540771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3540768.750000 Penalty: 3325.528320
	Iteration 52Q: 3 clusters Score -3540769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3540768.750000 Penalty: 3325.528320
	Iteration 53Q: 3 clusters Score -3540769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3540769.000000 Penalty: 3325.528320
	Iteration 54Q: 3 clusters Score -3540769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3540770.750000 Penalty: 3325.528320
	Iteration 55Q: 3 clusters Score -3540771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3540770.750000 Penalty: 3325.528320
	Iteration 56F: 3 clusters Score -3540771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (83341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83341 members 
Entering Unmasked Estep 
Score: -10676808.000000 Penalty: 1841.238159
	Iteration 0F: 2 clusters Score -1.067681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -10621688.000000 Penalty: 3682.476318
	Iteration 0F: 3 clusters Score -1.062169e+07 nChanged 39767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -10644593.000000 Penalty: 3682.476318
	Iteration 1F: 3 clusters Score -1.064459e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -10645442.000000 Penalty: 3682.476318
	Iteration 2Q: 3 clusters Score -1.064544e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -10646673.000000 Penalty: 3682.476318
	Iteration 3Q: 3 clusters Score -1.064667e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -10648620.000000 Penalty: 3682.476318
	Iteration 4Q: 3 clusters Score -1.064862e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -10652012.000000 Penalty: 3682.476318
	Iteration 5F: 3 clusters Score -1.065201e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -10657068.000000 Penalty: 3682.476318
	Iteration 6F: 3 clusters Score -1.065707e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -10663349.000000 Penalty: 3682.476318
	Iteration 7F: 3 clusters Score -1.066335e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -10668886.000000 Penalty: 3682.476318
	Iteration 8F: 3 clusters Score -1.066889e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79810 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -10672449.000000 Penalty: 3682.476318
	Iteration 9Q: 3 clusters Score -1.067245e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81751 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -10674076.000000 Penalty: 3682.476318
	Iteration 10Q: 3 clusters Score -1.067408e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82550 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10674726.000000 Penalty: 3682.476318
	Iteration 11Q: 3 clusters Score -1.067473e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10674957.000000 Penalty: 3682.476318
	Iteration 12Q: 3 clusters Score -1.067496e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82934 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10675064.000000 Penalty: 3682.476318
	Iteration 13Q: 3 clusters Score -1.067506e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10675118.000000 Penalty: 3682.476318
	Iteration 14Q: 3 clusters Score -1.067512e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10675148.000000 Penalty: 3682.476318
	Iteration 15Q: 3 clusters Score -1.067515e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10675164.000000 Penalty: 3682.476318
	Iteration 16Q: 3 clusters Score -1.067516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83050 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10675179.000000 Penalty: 3682.476318
	Iteration 17Q: 3 clusters Score -1.067518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10675192.000000 Penalty: 3682.476318
	Iteration 18Q: 3 clusters Score -1.067519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83072 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10675204.000000 Penalty: 3682.476318
	Iteration 19Q: 3 clusters Score -1.06752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83080 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10675222.000000 Penalty: 3682.476318
	Iteration 20F: 3 clusters Score -1.067522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10675225.000000 Penalty: 3682.476318
	Iteration 21Q: 3 clusters Score -1.067522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10675228.000000 Penalty: 3682.476318
	Iteration 22Q: 3 clusters Score -1.067523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10675237.000000 Penalty: 3682.476318
	Iteration 23Q: 3 clusters Score -1.067524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10675232.000000 Penalty: 3682.476318
	Iteration 24Q: 3 clusters Score -1.067523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10675232.000000 Penalty: 3682.476318
	Iteration 25F: 3 clusters Score -1.067523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (33072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Entering Unmasked Estep 
Score: -4241325.000000 Penalty: 1691.046875
	Iteration 0F: 2 clusters Score -4241325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -4219042.500000 Penalty: 3382.093750
	Iteration 0F: 3 clusters Score -4219042 nChanged 15221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -4227802.000000 Penalty: 3382.093750
	Iteration 1F: 3 clusters Score -4227802 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -4228413.500000 Penalty: 3382.093750
	Iteration 2F: 3 clusters Score -4228414 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -4229114.000000 Penalty: 3382.093750
	Iteration 3Q: 3 clusters Score -4229114 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -4229945.500000 Penalty: 3382.093750
	Iteration 4F: 3 clusters Score -4229946 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -4231002.500000 Penalty: 3382.093750
	Iteration 5F: 3 clusters Score -4231002 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4232225.500000 Penalty: 3382.093750
	Iteration 6F: 3 clusters Score -4232226 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -4233409.500000 Penalty: 3382.093750
	Iteration 7F: 3 clusters Score -4233410 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -4234315.000000 Penalty: 3382.093750
	Iteration 8F: 3 clusters Score -4234315 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -4234930.500000 Penalty: 3382.093750
	Iteration 9Q: 3 clusters Score -4234930 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -4235371.500000 Penalty: 3382.093750
	Iteration 10Q: 3 clusters Score -4235372 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -4235744.000000 Penalty: 3382.093750
	Iteration 11Q: 3 clusters Score -4235744 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -4236050.500000 Penalty: 3382.093750
	Iteration 12Q: 3 clusters Score -4236050 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -4236291.000000 Penalty: 3382.093750
	Iteration 13Q: 3 clusters Score -4236291 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -4236568.500000 Penalty: 3382.093750
	Iteration 14Q: 3 clusters Score -4236568 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -4236879.000000 Penalty: 3382.093750
	Iteration 15Q: 3 clusters Score -4236879 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -4237107.000000 Penalty: 3382.093750
	Iteration 16Q: 3 clusters Score -4237107 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -4237336.000000 Penalty: 3382.093750
	Iteration 17Q: 3 clusters Score -4237336 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -4237520.000000 Penalty: 3382.093750
	Iteration 18Q: 3 clusters Score -4237520 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -4237673.500000 Penalty: 3382.093750
	Iteration 19Q: 3 clusters Score -4237674 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4237793.000000 Penalty: 3382.093750
	Iteration 20F: 3 clusters Score -4237793 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4237877.500000 Penalty: 3382.093750
	Iteration 21Q: 3 clusters Score -4237878 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -4237948.000000 Penalty: 3382.093750
	Iteration 22Q: 3 clusters Score -4237948 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -4238014.000000 Penalty: 3382.093750
	Iteration 23Q: 3 clusters Score -4238014 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4238062.000000 Penalty: 3382.093750
	Iteration 24Q: 3 clusters Score -4238062 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -4238099.000000 Penalty: 3382.093750
	Iteration 25Q: 3 clusters Score -4238099 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4238145.500000 Penalty: 3382.093750
	Iteration 26Q: 3 clusters Score -4238146 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -4238180.500000 Penalty: 3382.093750
	Iteration 27Q: 3 clusters Score -4238180 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -4238248.000000 Penalty: 3382.093750
	Iteration 28Q: 3 clusters Score -4238248 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -4238274.000000 Penalty: 3382.093750
	Iteration 29Q: 3 clusters Score -4238274 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -4238307.000000 Penalty: 3382.093750
	Iteration 30Q: 3 clusters Score -4238307 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -4238328.000000 Penalty: 3382.093750
	Iteration 31Q: 3 clusters Score -4238328 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -4238367.500000 Penalty: 3382.093750
	Iteration 32Q: 3 clusters Score -4238368 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -4238397.000000 Penalty: 3382.093750
	Iteration 33Q: 3 clusters Score -4238397 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -4238434.500000 Penalty: 3382.093750
	Iteration 34Q: 3 clusters Score -4238434 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -4238443.000000 Penalty: 3382.093750
	Iteration 35Q: 3 clusters Score -4238443 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -4238472.000000 Penalty: 3382.093750
	Iteration 36Q: 3 clusters Score -4238472 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -4238499.000000 Penalty: 3382.093750
	Iteration 37Q: 3 clusters Score -4238499 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -4238514.500000 Penalty: 3382.093750
	Iteration 38Q: 3 clusters Score -4238514 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -4238533.500000 Penalty: 3382.093750
	Iteration 39Q: 3 clusters Score -4238534 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -4238539.000000 Penalty: 3382.093750
	Iteration 40F: 3 clusters Score -4238539 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -4238577.000000 Penalty: 3382.093750
	Iteration 41Q: 3 clusters Score -4238577 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -4238615.000000 Penalty: 3382.093750
	Iteration 42Q: 3 clusters Score -4238615 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -4238651.000000 Penalty: 3382.093750
	Iteration 43Q: 3 clusters Score -4238651 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -4238706.000000 Penalty: 3382.093750
	Iteration 44Q: 3 clusters Score -4238706 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -4238736.500000 Penalty: 3382.093750
	Iteration 45Q: 3 clusters Score -4238736 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -4238791.500000 Penalty: 3382.093750
	Iteration 46Q: 3 clusters Score -4238792 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -4238810.000000 Penalty: 3382.093750
	Iteration 47Q: 3 clusters Score -4238810 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -4238850.000000 Penalty: 3382.093750
	Iteration 48Q: 3 clusters Score -4238850 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -4238897.500000 Penalty: 3382.093750
	Iteration 49Q: 3 clusters Score -4238898 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -4238947.000000 Penalty: 3382.093750
	Iteration 50Q: 3 clusters Score -4238947 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -4239005.000000 Penalty: 3382.093750
	Iteration 51Q: 3 clusters Score -4239005 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -4239022.500000 Penalty: 3382.093750
	Iteration 52Q: 3 clusters Score -4239022 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -4239049.500000 Penalty: 3382.093750
	Iteration 53Q: 3 clusters Score -4239050 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -4239086.500000 Penalty: 3382.093750
	Iteration 54Q: 3 clusters Score -4239086 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -4239145.500000 Penalty: 3382.093750
	Iteration 55Q: 3 clusters Score -4239146 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -4239183.000000 Penalty: 3382.093750
	Iteration 56Q: 3 clusters Score -4239183 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -4239234.500000 Penalty: 3382.093750
	Iteration 57Q: 3 clusters Score -4239234 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -4239272.000000 Penalty: 3382.093750
	Iteration 58Q: 3 clusters Score -4239272 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -4239321.500000 Penalty: 3382.093750
	Iteration 59Q: 3 clusters Score -4239322 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -4239386.000000 Penalty: 3382.093750
	Iteration 60F: 3 clusters Score -4239386 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -4239454.500000 Penalty: 3382.093750
	Iteration 61Q: 3 clusters Score -4239454 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -4239474.000000 Penalty: 3382.093750
	Iteration 62Q: 3 clusters Score -4239474 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -4239542.000000 Penalty: 3382.093750
	Iteration 63Q: 3 clusters Score -4239542 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -4239608.000000 Penalty: 3382.093750
	Iteration 64Q: 3 clusters Score -4239608 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -4239670.000000 Penalty: 3382.093750
	Iteration 65Q: 3 clusters Score -4239670 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -4239772.500000 Penalty: 3382.093750
	Iteration 66Q: 3 clusters Score -4239772 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -4239868.000000 Penalty: 3382.093750
	Iteration 67Q: 3 clusters Score -4239868 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -4239961.000000 Penalty: 3382.093750
	Iteration 68Q: 3 clusters Score -4239961 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -4240101.000000 Penalty: 3382.093750
	Iteration 69Q: 3 clusters Score -4240101 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -4240236.000000 Penalty: 3382.093750
	Iteration 70Q: 3 clusters Score -4240236 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -4240355.000000 Penalty: 3382.093750
	Iteration 71Q: 3 clusters Score -4240355 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -4240455.000000 Penalty: 3382.093750
	Iteration 72Q: 3 clusters Score -4240455 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -4240501.500000 Penalty: 3382.093750
	Iteration 73Q: 3 clusters Score -4240502 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4240573.500000 Penalty: 3382.093750
	Iteration 74Q: 3 clusters Score -4240574 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4240635.500000 Penalty: 3382.093750
	Iteration 75Q: 3 clusters Score -4240636 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -4240654.500000 Penalty: 3382.093750
	Iteration 76Q: 3 clusters Score -4240654 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -4240704.000000 Penalty: 3382.093750
	Iteration 77Q: 3 clusters Score -4240704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4240731.000000 Penalty: 3382.093750
	Iteration 78Q: 3 clusters Score -4240731 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -4240753.000000 Penalty: 3382.093750
	Iteration 79Q: 3 clusters Score -4240753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -4240774.000000 Penalty: 3382.093750
	Iteration 80F: 3 clusters Score -4240774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -4240792.500000 Penalty: 3382.093750
	Iteration 81Q: 3 clusters Score -4240792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -4240803.000000 Penalty: 3382.093750
	Iteration 82Q: 3 clusters Score -4240803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -4240818.500000 Penalty: 3382.093750
	Iteration 83Q: 3 clusters Score -4240818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -4240817.500000 Penalty: 3382.093750
	Iteration 84Q: 3 clusters Score -4240818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -4240823.000000 Penalty: 3382.093750
	Iteration 85Q: 3 clusters Score -4240823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -4240824.500000 Penalty: 3382.093750
	Iteration 86Q: 3 clusters Score -4240824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -4240825.500000 Penalty: 3382.093750
	Iteration 87Q: 3 clusters Score -4240826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4240825.500000 Penalty: 3382.093750
	Iteration 88Q: 3 clusters Score -4240826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -4240824.500000 Penalty: 3382.093750
	Iteration 89Q: 3 clusters Score -4240824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -4240827.500000 Penalty: 3382.093750
	Iteration 90Q: 3 clusters Score -4240828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -4240827.500000 Penalty: 3382.093750
	Iteration 91F: 3 clusters Score -4240828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Entering Unmasked Estep 
Score: -3629810.250000 Penalty: 1678.231567
	Iteration 0F: 2 clusters Score -3629810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3609231.250000 Penalty: 3356.463135
	Iteration 0F: 3 clusters Score -3609231 nChanged 14091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3617601.750000 Penalty: 3356.463135
	Iteration 1F: 3 clusters Score -3617602 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -3618589.750000 Penalty: 3356.463135
	Iteration 2F: 3 clusters Score -3618590 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3619732.000000 Penalty: 3356.463135
	Iteration 3F: 3 clusters Score -3619732 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3620870.250000 Penalty: 3356.463135
	Iteration 4F: 3 clusters Score -3620870 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -3621938.250000 Penalty: 3356.463135
	Iteration 5F: 3 clusters Score -3621938 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3622888.000000 Penalty: 3356.463135
	Iteration 6F: 3 clusters Score -3622888 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -3623766.250000 Penalty: 3356.463135
	Iteration 7F: 3 clusters Score -3623766 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -3624547.500000 Penalty: 3356.463135
	Iteration 8Q: 3 clusters Score -3624548 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -3625256.500000 Penalty: 3356.463135
	Iteration 9Q: 3 clusters Score -3625256 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -3625908.500000 Penalty: 3356.463135
	Iteration 10Q: 3 clusters Score -3625908 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -3626447.000000 Penalty: 3356.463135
	Iteration 11Q: 3 clusters Score -3626447 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -3626927.750000 Penalty: 3356.463135
	Iteration 12Q: 3 clusters Score -3626928 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3627355.250000 Penalty: 3356.463135
	Iteration 13Q: 3 clusters Score -3627355 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3627676.750000 Penalty: 3356.463135
	Iteration 14Q: 3 clusters Score -3627677 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3627917.250000 Penalty: 3356.463135
	Iteration 15Q: 3 clusters Score -3627917 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3628115.750000 Penalty: 3356.463135
	Iteration 16Q: 3 clusters Score -3628116 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3628250.750000 Penalty: 3356.463135
	Iteration 17Q: 3 clusters Score -3628251 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3628356.250000 Penalty: 3356.463135
	Iteration 18Q: 3 clusters Score -3628356 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3628455.750000 Penalty: 3356.463135
	Iteration 19Q: 3 clusters Score -3628456 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3628559.000000 Penalty: 3356.463135
	Iteration 20F: 3 clusters Score -3628559 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -3628633.750000 Penalty: 3356.463135
	Iteration 21Q: 3 clusters Score -3628634 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3628706.500000 Penalty: 3356.463135
	Iteration 22Q: 3 clusters Score -3628706 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3628782.250000 Penalty: 3356.463135
	Iteration 23Q: 3 clusters Score -3628782 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3628857.500000 Penalty: 3356.463135
	Iteration 24Q: 3 clusters Score -3628858 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3628929.250000 Penalty: 3356.463135
	Iteration 25Q: 3 clusters Score -3628929 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3628980.000000 Penalty: 3356.463135
	Iteration 26Q: 3 clusters Score -3628980 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3629034.250000 Penalty: 3356.463135
	Iteration 27Q: 3 clusters Score -3629034 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3629080.250000 Penalty: 3356.463135
	Iteration 28Q: 3 clusters Score -3629080 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3629101.000000 Penalty: 3356.463135
	Iteration 29Q: 3 clusters Score -3629101 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3629141.500000 Penalty: 3356.463135
	Iteration 30Q: 3 clusters Score -3629142 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3629164.250000 Penalty: 3356.463135
	Iteration 31Q: 3 clusters Score -3629164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3629177.750000 Penalty: 3356.463135
	Iteration 32Q: 3 clusters Score -3629178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3629194.500000 Penalty: 3356.463135
	Iteration 33Q: 3 clusters Score -3629194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3629206.250000 Penalty: 3356.463135
	Iteration 34Q: 3 clusters Score -3629206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3629213.250000 Penalty: 3356.463135
	Iteration 35Q: 3 clusters Score -3629213 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3629216.250000 Penalty: 3356.463135
	Iteration 36Q: 3 clusters Score -3629216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3629221.750000 Penalty: 3356.463135
	Iteration 37Q: 3 clusters Score -3629222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3629236.250000 Penalty: 3356.463135
	Iteration 38Q: 3 clusters Score -3629236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3629238.000000 Penalty: 3356.463135
	Iteration 39Q: 3 clusters Score -3629238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3629239.750000 Penalty: 3356.463135
	Iteration 40F: 3 clusters Score -3629240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3629246.500000 Penalty: 3356.463135
	Iteration 41Q: 3 clusters Score -3629246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3629237.500000 Penalty: 3356.463135
	Iteration 42Q: 3 clusters Score -3629238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3629234.000000 Penalty: 3356.463135
	Iteration 43Q: 3 clusters Score -3629234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3629235.250000 Penalty: 3356.463135
	Iteration 44Q: 3 clusters Score -3629235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3629237.500000 Penalty: 3356.463135
	Iteration 45Q: 3 clusters Score -3629238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3629238.750000 Penalty: 3356.463135
	Iteration 46Q: 3 clusters Score -3629239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3629237.000000 Penalty: 3356.463135
	Iteration 47Q: 3 clusters Score -3629237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3629239.250000 Penalty: 3356.463135
	Iteration 48Q: 3 clusters Score -3629239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3629236.000000 Penalty: 3356.463135
	Iteration 49Q: 3 clusters Score -3629236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3629234.750000 Penalty: 3356.463135
	Iteration 50Q: 3 clusters Score -3629235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3629236.500000 Penalty: 3356.463135
	Iteration 51Q: 3 clusters Score -3629236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3629242.500000 Penalty: 3356.463135
	Iteration 52Q: 3 clusters Score -3629242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3629243.250000 Penalty: 3356.463135
	Iteration 53Q: 3 clusters Score -3629243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3629241.750000 Penalty: 3356.463135
	Iteration 54Q: 3 clusters Score -3629242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3629237.000000 Penalty: 3356.463135
	Iteration 55Q: 3 clusters Score -3629237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3629238.000000 Penalty: 3356.463135
	Iteration 56Q: 3 clusters Score -3629238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3629238.750000 Penalty: 3356.463135
	Iteration 57Q: 3 clusters Score -3629239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3629238.750000 Penalty: 3356.463135
	Iteration 58F: 3 clusters Score -3629239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Entering Unmasked Estep 
Score: -546833.062500 Penalty: 1367.463501
	Iteration 0F: 2 clusters Score -546833.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -543151.625000 Penalty: 2734.927002
	Iteration 0F: 3 clusters Score -543151.6 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -544123.750000 Penalty: 2734.927002
	Iteration 1F: 3 clusters Score -544123.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -544357.437500 Penalty: 2734.927002
	Iteration 2F: 3 clusters Score -544357.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -544573.312500 Penalty: 2734.927002
	Iteration 3F: 3 clusters Score -544573.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -544791.250000 Penalty: 2734.927002
	Iteration 4F: 3 clusters Score -544791.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -545005.875000 Penalty: 2734.927002
	Iteration 5F: 3 clusters Score -545005.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -545202.625000 Penalty: 2734.927002
	Iteration 6F: 3 clusters Score -545202.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -545390.062500 Penalty: 2734.927002
	Iteration 7F: 3 clusters Score -545390.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -545555.937500 Penalty: 2734.927002
	Iteration 8Q: 3 clusters Score -545555.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -545673.625000 Penalty: 2734.927002
	Iteration 9Q: 3 clusters Score -545673.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -545755.437500 Penalty: 2734.927002
	Iteration 10Q: 3 clusters Score -545755.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -545821.875000 Penalty: 2734.927002
	Iteration 11Q: 3 clusters Score -545821.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -545853.312500 Penalty: 2734.927002
	Iteration 12Q: 3 clusters Score -545853.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -545871.625000 Penalty: 2734.927002
	Iteration 13Q: 3 clusters Score -545871.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -545885.500000 Penalty: 2734.927002
	Iteration 14Q: 3 clusters Score -545885.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -545901.687500 Penalty: 2734.927002
	Iteration 15Q: 3 clusters Score -545901.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -545914.187500 Penalty: 2734.927002
	Iteration 16Q: 3 clusters Score -545914.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -545926.937500 Penalty: 2734.927002
	Iteration 17Q: 3 clusters Score -545926.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -545950.750000 Penalty: 2734.927002
	Iteration 18Q: 3 clusters Score -545950.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -545962.937500 Penalty: 2734.927002
	Iteration 19Q: 3 clusters Score -545962.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -545971.312500 Penalty: 2734.927002
	Iteration 20F: 3 clusters Score -545971.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -545978.687500 Penalty: 2734.927002
	Iteration 21Q: 3 clusters Score -545978.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -545988.437500 Penalty: 2734.927002
	Iteration 22Q: 3 clusters Score -545988.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -546001.312500 Penalty: 2734.927002
	Iteration 23Q: 3 clusters Score -546001.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -546016.937500 Penalty: 2734.927002
	Iteration 24Q: 3 clusters Score -546016.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -546028.687500 Penalty: 2734.927002
	Iteration 25Q: 3 clusters Score -546028.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -546039.187500 Penalty: 2734.927002
	Iteration 26Q: 3 clusters Score -546039.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -546044.000000 Penalty: 2734.927002
	Iteration 27Q: 3 clusters Score -546044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -546045.125000 Penalty: 2734.927002
	Iteration 28Q: 3 clusters Score -546045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -546047.312500 Penalty: 2734.927002
	Iteration 29Q: 3 clusters Score -546047.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -546048.250000 Penalty: 2734.927002
	Iteration 30Q: 3 clusters Score -546048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -546048.125000 Penalty: 2734.927002
	Iteration 31Q: 3 clusters Score -546048.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -546049.062500 Penalty: 2734.927002
	Iteration 32Q: 3 clusters Score -546049.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -546049.062500 Penalty: 2734.927002
	Iteration 33F: 3 clusters Score -546049.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Entering Unmasked Estep 
Score: -3442673.500000 Penalty: 1659.079712
	Iteration 0F: 2 clusters Score -3442674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3424455.500000 Penalty: 3318.159424
	Iteration 0F: 3 clusters Score -3424456 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3431250.500000 Penalty: 3318.159424
	Iteration 1F: 3 clusters Score -3431250 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3431585.250000 Penalty: 3318.159424
	Iteration 2Q: 3 clusters Score -3431585 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3431900.250000 Penalty: 3318.159424
	Iteration 3Q: 3 clusters Score -3431900 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -3432214.500000 Penalty: 3318.159424
	Iteration 4Q: 3 clusters Score -3432214 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3432570.250000 Penalty: 3318.159424
	Iteration 5Q: 3 clusters Score -3432570 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3433115.250000 Penalty: 3318.159424
	Iteration 6Q: 3 clusters Score -3433115 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -3433861.500000 Penalty: 3318.159424
	Iteration 7Q: 3 clusters Score -3433862 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3434857.750000 Penalty: 3318.159424
	Iteration 8F: 3 clusters Score -3434858 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3435860.000000 Penalty: 3318.159424
	Iteration 9F: 3 clusters Score -3435860 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3436746.750000 Penalty: 3318.159424
	Iteration 10Q: 3 clusters Score -3436747 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -3437452.000000 Penalty: 3318.159424
	Iteration 11Q: 3 clusters Score -3437452 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -3438030.250000 Penalty: 3318.159424
	Iteration 12Q: 3 clusters Score -3438030 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3438520.750000 Penalty: 3318.159424
	Iteration 13Q: 3 clusters Score -3438521 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -3438956.500000 Penalty: 3318.159424
	Iteration 14Q: 3 clusters Score -3438956 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3439341.500000 Penalty: 3318.159424
	Iteration 15Q: 3 clusters Score -3439342 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3439711.000000 Penalty: 3318.159424
	Iteration 16Q: 3 clusters Score -3439711 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3440080.000000 Penalty: 3318.159424
	Iteration 17Q: 3 clusters Score -3440080 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3440380.500000 Penalty: 3318.159424
	Iteration 18Q: 3 clusters Score -3440380 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -3440644.250000 Penalty: 3318.159424
	Iteration 19Q: 3 clusters Score -3440644 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3440844.500000 Penalty: 3318.159424
	Iteration 20F: 3 clusters Score -3440844 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3440982.250000 Penalty: 3318.159424
	Iteration 21Q: 3 clusters Score -3440982 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3441070.750000 Penalty: 3318.159424
	Iteration 22Q: 3 clusters Score -3441071 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -3441127.000000 Penalty: 3318.159424
	Iteration 23Q: 3 clusters Score -3441127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3441166.250000 Penalty: 3318.159424
	Iteration 24Q: 3 clusters Score -3441166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3441189.000000 Penalty: 3318.159424
	Iteration 25Q: 3 clusters Score -3441189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -3441215.250000 Penalty: 3318.159424
	Iteration 26Q: 3 clusters Score -3441215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3441233.250000 Penalty: 3318.159424
	Iteration 27Q: 3 clusters Score -3441233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3441254.500000 Penalty: 3318.159424
	Iteration 28Q: 3 clusters Score -3441254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -3441264.000000 Penalty: 3318.159424
	Iteration 29Q: 3 clusters Score -3441264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -3441278.500000 Penalty: 3318.159424
	Iteration 30Q: 3 clusters Score -3441278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -3441281.750000 Penalty: 3318.159424
	Iteration 31Q: 3 clusters Score -3441282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3441287.500000 Penalty: 3318.159424
	Iteration 32Q: 3 clusters Score -3441288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3441295.250000 Penalty: 3318.159424
	Iteration 33Q: 3 clusters Score -3441295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -3441298.250000 Penalty: 3318.159424
	Iteration 34Q: 3 clusters Score -3441298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3441303.750000 Penalty: 3318.159424
	Iteration 35Q: 3 clusters Score -3441304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3441302.750000 Penalty: 3318.159424
	Iteration 36Q: 3 clusters Score -3441303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3441304.250000 Penalty: 3318.159424
	Iteration 37Q: 3 clusters Score -3441304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -3441306.250000 Penalty: 3318.159424
	Iteration 38Q: 3 clusters Score -3441306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3441306.750000 Penalty: 3318.159424
	Iteration 39Q: 3 clusters Score -3441307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3441307.500000 Penalty: 3318.159424
	Iteration 40F: 3 clusters Score -3441308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -3441310.000000 Penalty: 3318.159424
	Iteration 41Q: 3 clusters Score -3441310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -3441310.000000 Penalty: 3318.159424
	Iteration 42F: 3 clusters Score -3441310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Entering Unmasked Estep 
Score: -2236077.000000 Penalty: 1588.349731
	Iteration 0F: 2 clusters Score -2236077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2223998.750000 Penalty: 3176.699463
	Iteration 0F: 3 clusters Score -2223999 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2228171.750000 Penalty: 3176.699463
	Iteration 1F: 3 clusters Score -2228172 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2228469.750000 Penalty: 3176.699463
	Iteration 2Q: 3 clusters Score -2228470 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2228763.500000 Penalty: 3176.699463
	Iteration 3Q: 3 clusters Score -2228764 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2229077.000000 Penalty: 3176.699463
	Iteration 4Q: 3 clusters Score -2229077 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2229511.250000 Penalty: 3176.699463
	Iteration 5Q: 3 clusters Score -2229511 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2230107.750000 Penalty: 3176.699463
	Iteration 6F: 3 clusters Score -2230108 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2230965.750000 Penalty: 3176.699463
	Iteration 7F: 3 clusters Score -2230966 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2232011.000000 Penalty: 3176.699463
	Iteration 8F: 3 clusters Score -2232011 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2233042.250000 Penalty: 3176.699463
	Iteration 9F: 3 clusters Score -2233042 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2233785.750000 Penalty: 3176.699463
	Iteration 10Q: 3 clusters Score -2233786 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2234188.250000 Penalty: 3176.699463
	Iteration 11Q: 3 clusters Score -2234188 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2234395.500000 Penalty: 3176.699463
	Iteration 12Q: 3 clusters Score -2234396 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2234531.250000 Penalty: 3176.699463
	Iteration 13Q: 3 clusters Score -2234531 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2234609.000000 Penalty: 3176.699463
	Iteration 14Q: 3 clusters Score -2234609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2234645.000000 Penalty: 3176.699463
	Iteration 15Q: 3 clusters Score -2234645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2234669.000000 Penalty: 3176.699463
	Iteration 16Q: 3 clusters Score -2234669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2234677.500000 Penalty: 3176.699463
	Iteration 17Q: 3 clusters Score -2234678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2234690.000000 Penalty: 3176.699463
	Iteration 18Q: 3 clusters Score -2234690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2234694.250000 Penalty: 3176.699463
	Iteration 19Q: 3 clusters Score -2234694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2234703.250000 Penalty: 3176.699463
	Iteration 20F: 3 clusters Score -2234703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2234706.000000 Penalty: 3176.699463
	Iteration 21Q: 3 clusters Score -2234706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2234709.500000 Penalty: 3176.699463
	Iteration 22Q: 3 clusters Score -2234710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2234712.250000 Penalty: 3176.699463
	Iteration 23Q: 3 clusters Score -2234712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2234713.500000 Penalty: 3176.699463
	Iteration 24Q: 3 clusters Score -2234714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2234716.000000 Penalty: 3176.699463
	Iteration 25Q: 3 clusters Score -2234716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2234716.500000 Penalty: 3176.699463
	Iteration 26Q: 3 clusters Score -2234716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2234722.000000 Penalty: 3176.699463
	Iteration 27Q: 3 clusters Score -2234722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2234723.000000 Penalty: 3176.699463
	Iteration 28Q: 3 clusters Score -2234723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2234723.000000 Penalty: 3176.699463
	Iteration 29F: 3 clusters Score -2234723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -18749.761719 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -18749.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18256.021484 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -18256.02 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18888.294922 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -18888.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19222.148438 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -19222.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19480.275391 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -19480.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19508.195312 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -19508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19534.496094 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -19534.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19553.146484 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -19553.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19555.474609 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -19555.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19560.410156 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -19560.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19564.289062 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -19564.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19566.208984 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -19566.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19568.228516 Penalty: 1858.033936
	Iteration 11Q: 3 clusters Score -19568.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19569.513672 Penalty: 1858.033936
	Iteration 12Q: 3 clusters Score -19569.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19571.763672 Penalty: 1858.033936
	Iteration 13Q: 3 clusters Score -19571.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19571.763672 Penalty: 1858.033936
	Iteration 14F: 3 clusters Score -19571.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 126 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130634 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88500 members 
Mstep: Class 30 contains 4870 members 
Mstep: Class 31 contains 178 members 
Entering Unmasked Estep 
Score: -108941224.000000 Penalty: 68979.507812
Splitting cluster 14 changes total score from -108941688.000000 to -108941224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (90940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90940 members 
Entering Unmasked Estep 
Score: -11660363.000000 Penalty: 1855.417725
	Iteration 0F: 2 clusters Score -1.166036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -11601028.000000 Penalty: 3710.835449
	Iteration 0F: 3 clusters Score -1.160103e+07 nChanged 43428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -11626556.000000 Penalty: 3710.835449
	Iteration 1F: 3 clusters Score -1.162656e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -11627307.000000 Penalty: 3710.835449
	Iteration 2Q: 3 clusters Score -1.162731e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -11628330.000000 Penalty: 3710.835449
	Iteration 3Q: 3 clusters Score -1.162833e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -11629394.000000 Penalty: 3710.835449
	Iteration 4Q: 3 clusters Score -1.162939e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -11630831.000000 Penalty: 3710.835449
	Iteration 5Q: 3 clusters Score -1.163083e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -11632889.000000 Penalty: 3710.835449
	Iteration 6Q: 3 clusters Score -1.163289e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -11635809.000000 Penalty: 3710.835449
	Iteration 7F: 3 clusters Score -1.163581e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -11639461.000000 Penalty: 3710.835449
	Iteration 8F: 3 clusters Score -1.163946e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -11643421.000000 Penalty: 3710.835449
	Iteration 9F: 3 clusters Score -1.164342e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -11646313.000000 Penalty: 3710.835449
	Iteration 10F: 3 clusters Score -1.164631e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -11647846.000000 Penalty: 3710.835449
	Iteration 11Q: 3 clusters Score -1.164785e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -11648712.000000 Penalty: 3710.835449
	Iteration 12Q: 3 clusters Score -1.164871e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67635 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -11649463.000000 Penalty: 3710.835449
	Iteration 13Q: 3 clusters Score -1.164946e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -11650257.000000 Penalty: 3710.835449
	Iteration 14Q: 3 clusters Score -1.165026e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72674 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -11651008.000000 Penalty: 3710.835449
	Iteration 15Q: 3 clusters Score -1.165101e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -11651737.000000 Penalty: 3710.835449
	Iteration 16Q: 3 clusters Score -1.165174e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77621 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -11652651.000000 Penalty: 3710.835449
	Iteration 17Q: 3 clusters Score -1.165265e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -11653731.000000 Penalty: 3710.835449
	Iteration 18Q: 3 clusters Score -1.165373e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82105 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -11654699.000000 Penalty: 3710.835449
	Iteration 19Q: 3 clusters Score -1.16547e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83963 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -11655536.000000 Penalty: 3710.835449
	Iteration 20F: 3 clusters Score -1.165554e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -11656261.000000 Penalty: 3710.835449
	Iteration 21Q: 3 clusters Score -1.165626e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -11656900.000000 Penalty: 3710.835449
	Iteration 22Q: 3 clusters Score -1.16569e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87782 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -11657371.000000 Penalty: 3710.835449
	Iteration 23Q: 3 clusters Score -1.165737e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -11657721.000000 Penalty: 3710.835449
	Iteration 24Q: 3 clusters Score -1.165772e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89086 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -11657973.000000 Penalty: 3710.835449
	Iteration 25Q: 3 clusters Score -1.165797e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89523 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -11658196.000000 Penalty: 3710.835449
	Iteration 26Q: 3 clusters Score -1.16582e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11658328.000000 Penalty: 3710.835449
	Iteration 27Q: 3 clusters Score -1.165833e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90056 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -11658470.000000 Penalty: 3710.835449
	Iteration 28Q: 3 clusters Score -1.165847e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90207 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11658523.000000 Penalty: 3710.835449
	Iteration 29Q: 3 clusters Score -1.165852e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90310 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -11658558.000000 Penalty: 3710.835449
	Iteration 30Q: 3 clusters Score -1.165856e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90372 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11658591.000000 Penalty: 3710.835449
	Iteration 31Q: 3 clusters Score -1.165859e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90421 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11658619.000000 Penalty: 3710.835449
	Iteration 32Q: 3 clusters Score -1.165862e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90460 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11658673.000000 Penalty: 3710.835449
	Iteration 33Q: 3 clusters Score -1.165867e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11658695.000000 Penalty: 3710.835449
	Iteration 34Q: 3 clusters Score -1.16587e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11658714.000000 Penalty: 3710.835449
	Iteration 35Q: 3 clusters Score -1.165871e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90541 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11658730.000000 Penalty: 3710.835449
	Iteration 36Q: 3 clusters Score -1.165873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90554 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -11658737.000000 Penalty: 3710.835449
	Iteration 37Q: 3 clusters Score -1.165874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90564 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11658748.000000 Penalty: 3710.835449
	Iteration 38Q: 3 clusters Score -1.165875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90574 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -11658757.000000 Penalty: 3710.835449
	Iteration 39Q: 3 clusters Score -1.165876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90581 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -11658761.000000 Penalty: 3710.835449
	Iteration 40F: 3 clusters Score -1.165876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90586 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -11658768.000000 Penalty: 3710.835449
	Iteration 41Q: 3 clusters Score -1.165877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -11658772.000000 Penalty: 3710.835449
	Iteration 42Q: 3 clusters Score -1.165877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90593 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -11658784.000000 Penalty: 3710.835449
	Iteration 43Q: 3 clusters Score -1.165878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90598 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11658796.000000 Penalty: 3710.835449
	Iteration 44Q: 3 clusters Score -1.16588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90600 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -11658802.000000 Penalty: 3710.835449
	Iteration 45Q: 3 clusters Score -1.16588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90603 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -11658807.000000 Penalty: 3710.835449
	Iteration 46Q: 3 clusters Score -1.165881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -11658801.000000 Penalty: 3710.835449
	Iteration 47Q: 3 clusters Score -1.16588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -11658801.000000 Penalty: 3710.835449
	Iteration 48Q: 3 clusters Score -1.16588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90609 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -11658807.000000 Penalty: 3710.835449
	Iteration 49Q: 3 clusters Score -1.165881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90612 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -11658806.000000 Penalty: 3710.835449
	Iteration 50Q: 3 clusters Score -1.165881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90613 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11658804.000000 Penalty: 3710.835449
	Iteration 51Q: 3 clusters Score -1.16588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90614 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -11658801.000000 Penalty: 3710.835449
	Iteration 52Q: 3 clusters Score -1.16588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90614 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -11658801.000000 Penalty: 3710.835449
	Iteration 53F: 3 clusters Score -1.16588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Entering Unmasked Estep 
Score: -4102366.000000 Penalty: 1686.538208
	Iteration 0F: 2 clusters Score -4102366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -4080708.250000 Penalty: 3373.076416
	Iteration 0F: 3 clusters Score -4080708 nChanged 14816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -4088901.750000 Penalty: 3373.076416
	Iteration 1F: 3 clusters Score -4088902 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -4089223.000000 Penalty: 3373.076416
	Iteration 2Q: 3 clusters Score -4089223 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -4089586.000000 Penalty: 3373.076416
	Iteration 3Q: 3 clusters Score -4089586 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4089975.500000 Penalty: 3373.076416
	Iteration 4Q: 3 clusters Score -4089976 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -4090397.250000 Penalty: 3373.076416
	Iteration 5Q: 3 clusters Score -4090397 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -4090825.500000 Penalty: 3373.076416
	Iteration 6Q: 3 clusters Score -4090826 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -4091306.750000 Penalty: 3373.076416
	Iteration 7Q: 3 clusters Score -4091307 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -4091949.750000 Penalty: 3373.076416
	Iteration 8Q: 3 clusters Score -4091950 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -4092664.000000 Penalty: 3373.076416
	Iteration 9Q: 3 clusters Score -4092664 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -4093551.500000 Penalty: 3373.076416
	Iteration 10Q: 3 clusters Score -4093552 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -4094544.750000 Penalty: 3373.076416
	Iteration 11Q: 3 clusters Score -4094545 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -4095603.250000 Penalty: 3373.076416
	Iteration 12F: 3 clusters Score -4095603 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -4096580.500000 Penalty: 3373.076416
	Iteration 13Q: 3 clusters Score -4096580 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -4097551.750000 Penalty: 3373.076416
	Iteration 14Q: 3 clusters Score -4097552 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4098355.750000 Penalty: 3373.076416
	Iteration 15Q: 3 clusters Score -4098356 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4099100.250000 Penalty: 3373.076416
	Iteration 16Q: 3 clusters Score -4099100 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4099775.500000 Penalty: 3373.076416
	Iteration 17Q: 3 clusters Score -4099776 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4100214.250000 Penalty: 3373.076416
	Iteration 18Q: 3 clusters Score -4100214 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4100498.000000 Penalty: 3373.076416
	Iteration 19Q: 3 clusters Score -4100498 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4100630.500000 Penalty: 3373.076416
	Iteration 20F: 3 clusters Score -4100630 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4100719.500000 Penalty: 3373.076416
	Iteration 21Q: 3 clusters Score -4100720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4100774.500000 Penalty: 3373.076416
	Iteration 22Q: 3 clusters Score -4100774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4100793.000000 Penalty: 3373.076416
	Iteration 23Q: 3 clusters Score -4100793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4100812.750000 Penalty: 3373.076416
	Iteration 24Q: 3 clusters Score -4100813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4100831.250000 Penalty: 3373.076416
	Iteration 25Q: 3 clusters Score -4100831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4100841.000000 Penalty: 3373.076416
	Iteration 26Q: 3 clusters Score -4100841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4100841.500000 Penalty: 3373.076416
	Iteration 27Q: 3 clusters Score -4100842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4100844.750000 Penalty: 3373.076416
	Iteration 28Q: 3 clusters Score -4100845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4100848.000000 Penalty: 3373.076416
	Iteration 29Q: 3 clusters Score -4100848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4100859.000000 Penalty: 3373.076416
	Iteration 30Q: 3 clusters Score -4100859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4100871.250000 Penalty: 3373.076416
	Iteration 31Q: 3 clusters Score -4100871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4100883.750000 Penalty: 3373.076416
	Iteration 32Q: 3 clusters Score -4100884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4100892.500000 Penalty: 3373.076416
	Iteration 33Q: 3 clusters Score -4100892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4100892.500000 Penalty: 3373.076416
	Iteration 34Q: 3 clusters Score -4100892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4100898.750000 Penalty: 3373.076416
	Iteration 35Q: 3 clusters Score -4100899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4100904.500000 Penalty: 3373.076416
	Iteration 36Q: 3 clusters Score -4100904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4100904.500000 Penalty: 3373.076416
	Iteration 37F: 3 clusters Score -4100904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Entering Unmasked Estep 
Score: -966262.625000 Penalty: 1453.955200
	Iteration 0F: 2 clusters Score -966262.6 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 3826 members 
Entering Unmasked Estep 
Score: -960574.000000 Penalty: 2907.910400
	Iteration 0F: 3 clusters Score -960574 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -962326.937500 Penalty: 2907.910400
	Iteration 1F: 3 clusters Score -962326.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -962540.250000 Penalty: 2907.910400
	Iteration 2F: 3 clusters Score -962540.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -962705.125000 Penalty: 2907.910400
	Iteration 3Q: 3 clusters Score -962705.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -962860.187500 Penalty: 2907.910400
	Iteration 4Q: 3 clusters Score -962860.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -962999.812500 Penalty: 2907.910400
	Iteration 5Q: 3 clusters Score -962999.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -963161.687500 Penalty: 2907.910400
	Iteration 6Q: 3 clusters Score -963161.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -963368.000000 Penalty: 2907.910400
	Iteration 7Q: 3 clusters Score -963368 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -963596.562500 Penalty: 2907.910400
	Iteration 8Q: 3 clusters Score -963596.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -963883.375000 Penalty: 2907.910400
	Iteration 9F: 3 clusters Score -963883.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -964095.750000 Penalty: 2907.910400
	Iteration 10Q: 3 clusters Score -964095.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -964284.312500 Penalty: 2907.910400
	Iteration 11Q: 3 clusters Score -964284.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -964433.187500 Penalty: 2907.910400
	Iteration 12Q: 3 clusters Score -964433.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -964524.750000 Penalty: 2907.910400
	Iteration 13Q: 3 clusters Score -964524.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -964585.437500 Penalty: 2907.910400
	Iteration 14Q: 3 clusters Score -964585.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -964624.687500 Penalty: 2907.910400
	Iteration 15Q: 3 clusters Score -964624.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -964657.312500 Penalty: 2907.910400
	Iteration 16Q: 3 clusters Score -964657.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -964679.687500 Penalty: 2907.910400
	Iteration 17Q: 3 clusters Score -964679.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -964701.312500 Penalty: 2907.910400
	Iteration 18Q: 3 clusters Score -964701.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -964717.375000 Penalty: 2907.910400
	Iteration 19Q: 3 clusters Score -964717.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -964731.062500 Penalty: 2907.910400
	Iteration 20F: 3 clusters Score -964731.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -964746.937500 Penalty: 2907.910400
	Iteration 21Q: 3 clusters Score -964746.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -964760.562500 Penalty: 2907.910400
	Iteration 22Q: 3 clusters Score -964760.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -964773.187500 Penalty: 2907.910400
	Iteration 23Q: 3 clusters Score -964773.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -964785.250000 Penalty: 2907.910400
	Iteration 24Q: 3 clusters Score -964785.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -964792.312500 Penalty: 2907.910400
	Iteration 25Q: 3 clusters Score -964792.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -964802.375000 Penalty: 2907.910400
	Iteration 26Q: 3 clusters Score -964802.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -964808.562500 Penalty: 2907.910400
	Iteration 27Q: 3 clusters Score -964808.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -964817.500000 Penalty: 2907.910400
	Iteration 28Q: 3 clusters Score -964817.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -964821.687500 Penalty: 2907.910400
	Iteration 29Q: 3 clusters Score -964821.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -964832.312500 Penalty: 2907.910400
	Iteration 30Q: 3 clusters Score -964832.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -964837.812500 Penalty: 2907.910400
	Iteration 31Q: 3 clusters Score -964837.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -964843.312500 Penalty: 2907.910400
	Iteration 32Q: 3 clusters Score -964843.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -964854.500000 Penalty: 2907.910400
	Iteration 33Q: 3 clusters Score -964854.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -964860.437500 Penalty: 2907.910400
	Iteration 34Q: 3 clusters Score -964860.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -964867.437500 Penalty: 2907.910400
	Iteration 35Q: 3 clusters Score -964867.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -964870.437500 Penalty: 2907.910400
	Iteration 36Q: 3 clusters Score -964870.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -964876.562500 Penalty: 2907.910400
	Iteration 37Q: 3 clusters Score -964876.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -964879.500000 Penalty: 2907.910400
	Iteration 38Q: 3 clusters Score -964879.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -964888.375000 Penalty: 2907.910400
	Iteration 39Q: 3 clusters Score -964888.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -964892.625000 Penalty: 2907.910400
	Iteration 40F: 3 clusters Score -964892.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -964902.000000 Penalty: 2907.910400
	Iteration 41Q: 3 clusters Score -964902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -964911.875000 Penalty: 2907.910400
	Iteration 42Q: 3 clusters Score -964911.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -964920.312500 Penalty: 2907.910400
	Iteration 43Q: 3 clusters Score -964920.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -964925.375000 Penalty: 2907.910400
	Iteration 44Q: 3 clusters Score -964925.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -964928.125000 Penalty: 2907.910400
	Iteration 45Q: 3 clusters Score -964928.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -964929.062500 Penalty: 2907.910400
	Iteration 46Q: 3 clusters Score -964929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -964930.750000 Penalty: 2907.910400
	Iteration 47Q: 3 clusters Score -964930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -964930.500000 Penalty: 2907.910400
	Iteration 48Q: 3 clusters Score -964930.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -964930.312500 Penalty: 2907.910400
	Iteration 49Q: 3 clusters Score -964930.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -964930.062500 Penalty: 2907.910400
	Iteration 50Q: 3 clusters Score -964930.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -964931.125000 Penalty: 2907.910400
	Iteration 51Q: 3 clusters Score -964931.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -964931.125000 Penalty: 2907.910400
	Iteration 52F: 3 clusters Score -964931.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Entering Unmasked Estep 
Score: -483218.687500 Penalty: 1342.203979
	Iteration 0F: 2 clusters Score -483218.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -480003.156250 Penalty: 2684.407959
	Iteration 0F: 3 clusters Score -480003.2 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -480825.375000 Penalty: 2684.407959
	Iteration 1F: 3 clusters Score -480825.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -480985.093750 Penalty: 2684.407959
	Iteration 2F: 3 clusters Score -480985.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -481134.375000 Penalty: 2684.407959
	Iteration 3F: 3 clusters Score -481134.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -481236.062500 Penalty: 2684.407959
	Iteration 4Q: 3 clusters Score -481236.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -481349.187500 Penalty: 2684.407959
	Iteration 5Q: 3 clusters Score -481349.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -481454.468750 Penalty: 2684.407959
	Iteration 6Q: 3 clusters Score -481454.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -481600.156250 Penalty: 2684.407959
	Iteration 7Q: 3 clusters Score -481600.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -481751.375000 Penalty: 2684.407959
	Iteration 8Q: 3 clusters Score -481751.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -481902.156250 Penalty: 2684.407959
	Iteration 9Q: 3 clusters Score -481902.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -482074.312500 Penalty: 2684.407959
	Iteration 10Q: 3 clusters Score -482074.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -482214.062500 Penalty: 2684.407959
	Iteration 11Q: 3 clusters Score -482214.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -482284.968750 Penalty: 2684.407959
	Iteration 12Q: 3 clusters Score -482285 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -482326.906250 Penalty: 2684.407959
	Iteration 13Q: 3 clusters Score -482326.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -482354.281250 Penalty: 2684.407959
	Iteration 14Q: 3 clusters Score -482354.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -482373.031250 Penalty: 2684.407959
	Iteration 15Q: 3 clusters Score -482373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -482380.593750 Penalty: 2684.407959
	Iteration 16Q: 3 clusters Score -482380.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -482386.406250 Penalty: 2684.407959
	Iteration 17Q: 3 clusters Score -482386.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -482389.375000 Penalty: 2684.407959
	Iteration 18Q: 3 clusters Score -482389.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -482391.531250 Penalty: 2684.407959
	Iteration 19Q: 3 clusters Score -482391.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -482396.937500 Penalty: 2684.407959
	Iteration 20F: 3 clusters Score -482396.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -482400.062500 Penalty: 2684.407959
	Iteration 21Q: 3 clusters Score -482400.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -482402.187500 Penalty: 2684.407959
	Iteration 22Q: 3 clusters Score -482402.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -482403.156250 Penalty: 2684.407959
	Iteration 23Q: 3 clusters Score -482403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -482404.312500 Penalty: 2684.407959
	Iteration 24Q: 3 clusters Score -482404.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -482405.156250 Penalty: 2684.407959
	Iteration 25Q: 3 clusters Score -482405.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -482406.093750 Penalty: 2684.407959
	Iteration 26Q: 3 clusters Score -482406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -482406.125000 Penalty: 2684.407959
	Iteration 27Q: 3 clusters Score -482406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -482406.125000 Penalty: 2684.407959
	Iteration 28F: 3 clusters Score -482406.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (130634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130634 members 
Entering Unmasked Estep 
Score: -16603200.000000 Penalty: 1914.275269
	Iteration 0F: 2 clusters Score -1.66032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -16523035.000000 Penalty: 3828.550537
	Iteration 0F: 3 clusters Score -1.652304e+07 nChanged 62751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 68426 members 
Entering Unmasked Estep 
Score: -16560086.000000 Penalty: 3828.550537
	Iteration 1F: 3 clusters Score -1.656009e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -16561402.000000 Penalty: 3828.550537
	Iteration 2Q: 3 clusters Score -1.65614e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
Score: -16563174.000000 Penalty: 3828.550537
	Iteration 3Q: 3 clusters Score -1.656317e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -16566015.000000 Penalty: 3828.550537
	Iteration 4Q: 3 clusters Score -1.656602e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -16570234.000000 Penalty: 3828.550537
	Iteration 5F: 3 clusters Score -1.657023e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 80374 members 
Entering Unmasked Estep 
Score: -16575632.000000 Penalty: 3828.550537
	Iteration 6F: 3 clusters Score -1.657563e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -16581165.000000 Penalty: 3828.550537
	Iteration 7F: 3 clusters Score -1.658116e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -16585198.000000 Penalty: 3828.550537
	Iteration 8F: 3 clusters Score -1.65852e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 86348 members 
Entering Unmasked Estep 
Score: -16586773.000000 Penalty: 3828.550537
	Iteration 9Q: 3 clusters Score -1.658677e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 87151 members 
Entering Unmasked Estep 
Score: -16587328.000000 Penalty: 3828.550537
	Iteration 10Q: 3 clusters Score -1.658733e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 87868 members 
Entering Unmasked Estep 
Score: -16587693.000000 Penalty: 3828.550537
	Iteration 11Q: 3 clusters Score -1.658769e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 88605 members 
Entering Unmasked Estep 
Score: -16587916.000000 Penalty: 3828.550537
	Iteration 12Q: 3 clusters Score -1.658792e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 89300 members 
Entering Unmasked Estep 
Score: -16588146.000000 Penalty: 3828.550537
	Iteration 13Q: 3 clusters Score -1.658815e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -16588439.000000 Penalty: 3828.550537
	Iteration 14Q: 3 clusters Score -1.658844e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 90869 members 
Entering Unmasked Estep 
Score: -16588725.000000 Penalty: 3828.550537
	Iteration 15Q: 3 clusters Score -1.658872e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -16589119.000000 Penalty: 3828.550537
	Iteration 16Q: 3 clusters Score -1.658912e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 92769 members 
Entering Unmasked Estep 
Score: -16589503.000000 Penalty: 3828.550537
	Iteration 17Q: 3 clusters Score -1.65895e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -16590004.000000 Penalty: 3828.550537
	Iteration 18Q: 3 clusters Score -1.659e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 94857 members 
Entering Unmasked Estep 
Score: -16590454.000000 Penalty: 3828.550537
	Iteration 19Q: 3 clusters Score -1.659045e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 95983 members 
Entering Unmasked Estep 
Score: -16590908.000000 Penalty: 3828.550537
	Iteration 20F: 3 clusters Score -1.659091e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 97137 members 
Entering Unmasked Estep 
Score: -16591302.000000 Penalty: 3828.550537
	Iteration 21Q: 3 clusters Score -1.65913e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 98331 members 
Entering Unmasked Estep 
Score: -16591870.000000 Penalty: 3828.550537
	Iteration 22Q: 3 clusters Score -1.659187e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 99605 members 
Entering Unmasked Estep 
Score: -16592391.000000 Penalty: 3828.550537
	Iteration 23Q: 3 clusters Score -1.659239e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 100961 members 
Entering Unmasked Estep 
Score: -16592977.000000 Penalty: 3828.550537
	Iteration 24Q: 3 clusters Score -1.659298e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 102360 members 
Entering Unmasked Estep 
Score: -16593590.000000 Penalty: 3828.550537
	Iteration 25Q: 3 clusters Score -1.659359e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 103780 members 
Entering Unmasked Estep 
Score: -16594345.000000 Penalty: 3828.550537
	Iteration 26Q: 3 clusters Score -1.659434e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 105253 members 
Entering Unmasked Estep 
Score: -16595100.000000 Penalty: 3828.550537
	Iteration 27Q: 3 clusters Score -1.65951e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 106704 members 
Entering Unmasked Estep 
Score: -16595932.000000 Penalty: 3828.550537
	Iteration 28Q: 3 clusters Score -1.659593e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 108188 members 
Entering Unmasked Estep 
Score: -16596712.000000 Penalty: 3828.550537
	Iteration 29Q: 3 clusters Score -1.659671e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 109738 members 
Entering Unmasked Estep 
Score: -16597749.000000 Penalty: 3828.550537
	Iteration 30Q: 3 clusters Score -1.659775e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 111331 members 
Entering Unmasked Estep 
Score: -16599062.000000 Penalty: 3828.550537
	Iteration 31Q: 3 clusters Score -1.659906e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 112992 members 
Entering Unmasked Estep 
Score: -16600298.000000 Penalty: 3828.550537
	Iteration 32Q: 3 clusters Score -1.66003e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 114714 members 
Entering Unmasked Estep 
Score: -16601240.000000 Penalty: 3828.550537
	Iteration 33Q: 3 clusters Score -1.660124e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 116443 members 
Entering Unmasked Estep 
Score: -16602042.000000 Penalty: 3828.550537
	Iteration 34Q: 3 clusters Score -1.660204e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 118025 members 
Entering Unmasked Estep 
Score: -16602622.000000 Penalty: 3828.550537
	Iteration 35Q: 3 clusters Score -1.660262e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 119454 members 
Entering Unmasked Estep 
Score: -16602924.000000 Penalty: 3828.550537
	Iteration 36Q: 3 clusters Score -1.660292e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 120693 members 
Entering Unmasked Estep 
Score: -16603038.000000 Penalty: 3828.550537
	Iteration 37Q: 3 clusters Score -1.660304e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 121706 members 
Entering Unmasked Estep 
Score: -16603163.000000 Penalty: 3828.550537
	Iteration 38Q: 3 clusters Score -1.660316e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 122582 members 
Entering Unmasked Estep 
Score: -16603074.000000 Penalty: 3828.550537
	Iteration 39Q: 3 clusters Score -1.660307e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 123355 members 
Entering Unmasked Estep 
Score: -16603123.000000 Penalty: 3828.550537
	Iteration 40F: 3 clusters Score -1.660312e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 124009 members 
Entering Unmasked Estep 
Score: -16603048.000000 Penalty: 3828.550537
	Iteration 41Q: 3 clusters Score -1.660305e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 124582 members 
Entering Unmasked Estep 
Score: -16602980.000000 Penalty: 3828.550537
	Iteration 42Q: 3 clusters Score -1.660298e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 125057 members 
Entering Unmasked Estep 
Score: -16602886.000000 Penalty: 3828.550537
	Iteration 43Q: 3 clusters Score -1.660289e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 125467 members 
Entering Unmasked Estep 
Score: -16602791.000000 Penalty: 3828.550537
	Iteration 44Q: 3 clusters Score -1.660279e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 125805 members 
Entering Unmasked Estep 
Score: -16602773.000000 Penalty: 3828.550537
	Iteration 45Q: 3 clusters Score -1.660277e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 126112 members 
Entering Unmasked Estep 
Score: -16602778.000000 Penalty: 3828.550537
	Iteration 46Q: 3 clusters Score -1.660278e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 126382 members 
Entering Unmasked Estep 
Score: -16602750.000000 Penalty: 3828.550537
	Iteration 47Q: 3 clusters Score -1.660275e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 126614 members 
Entering Unmasked Estep 
Score: -16602728.000000 Penalty: 3828.550537
	Iteration 48Q: 3 clusters Score -1.660273e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 126822 members 
Entering Unmasked Estep 
Score: -16602692.000000 Penalty: 3828.550537
	Iteration 49Q: 3 clusters Score -1.660269e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 126995 members 
Entering Unmasked Estep 
Score: -16602655.000000 Penalty: 3828.550537
	Iteration 50Q: 3 clusters Score -1.660266e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 127160 members 
Entering Unmasked Estep 
Score: -16602627.000000 Penalty: 3828.550537
	Iteration 51Q: 3 clusters Score -1.660263e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 127313 members 
Entering Unmasked Estep 
Score: -16602615.000000 Penalty: 3828.550537
	Iteration 52Q: 3 clusters Score -1.660262e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 127445 members 
Entering Unmasked Estep 
Score: -16602604.000000 Penalty: 3828.550537
	Iteration 53Q: 3 clusters Score -1.66026e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 127560 members 
Entering Unmasked Estep 
Score: -16602552.000000 Penalty: 3828.550537
	Iteration 54Q: 3 clusters Score -1.660255e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 127677 members 
Entering Unmasked Estep 
Score: -16602529.000000 Penalty: 3828.550537
	Iteration 55Q: 3 clusters Score -1.660253e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 127797 members 
Entering Unmasked Estep 
Score: -16602503.000000 Penalty: 3828.550537
	Iteration 56Q: 3 clusters Score -1.66025e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 127888 members 
Entering Unmasked Estep 
Score: -16602466.000000 Penalty: 3828.550537
	Iteration 57Q: 3 clusters Score -1.660247e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 127975 members 
Entering Unmasked Estep 
Score: -16602431.000000 Penalty: 3828.550537
	Iteration 58Q: 3 clusters Score -1.660243e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 128047 members 
Entering Unmasked Estep 
Score: -16602419.000000 Penalty: 3828.550537
	Iteration 59Q: 3 clusters Score -1.660242e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 128099 members 
Entering Unmasked Estep 
Score: -16602424.000000 Penalty: 3828.550537
	Iteration 60F: 3 clusters Score -1.660242e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 128162 members 
Entering Unmasked Estep 
Score: -16602422.000000 Penalty: 3828.550537
	Iteration 61Q: 3 clusters Score -1.660242e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 128220 members 
Entering Unmasked Estep 
Score: -16602448.000000 Penalty: 3828.550537
	Iteration 62Q: 3 clusters Score -1.660245e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 128269 members 
Entering Unmasked Estep 
Score: -16602423.000000 Penalty: 3828.550537
	Iteration 63Q: 3 clusters Score -1.660242e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 128309 members 
Entering Unmasked Estep 
Score: -16602396.000000 Penalty: 3828.550537
	Iteration 64Q: 3 clusters Score -1.66024e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 128348 members 
Entering Unmasked Estep 
Score: -16602376.000000 Penalty: 3828.550537
	Iteration 65Q: 3 clusters Score -1.660238e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 128395 members 
Entering Unmasked Estep 
Score: -16602350.000000 Penalty: 3828.550537
	Iteration 66Q: 3 clusters Score -1.660235e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 128433 members 
Entering Unmasked Estep 
Score: -16602355.000000 Penalty: 3828.550537
	Iteration 67Q: 3 clusters Score -1.660236e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 128474 members 
Entering Unmasked Estep 
Score: -16602339.000000 Penalty: 3828.550537
	Iteration 68Q: 3 clusters Score -1.660234e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 128518 members 
Entering Unmasked Estep 
Score: -16602333.000000 Penalty: 3828.550537
	Iteration 69Q: 3 clusters Score -1.660233e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 128554 members 
Entering Unmasked Estep 
Score: -16602296.000000 Penalty: 3828.550537
	Iteration 70Q: 3 clusters Score -1.66023e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 128583 members 
Entering Unmasked Estep 
Score: -16602297.000000 Penalty: 3828.550537
	Iteration 71Q: 3 clusters Score -1.66023e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 128611 members 
Entering Unmasked Estep 
Score: -16602283.000000 Penalty: 3828.550537
	Iteration 72Q: 3 clusters Score -1.660228e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 128642 members 
Entering Unmasked Estep 
Score: -16602280.000000 Penalty: 3828.550537
	Iteration 73Q: 3 clusters Score -1.660228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 128675 members 
Entering Unmasked Estep 
Score: -16602281.000000 Penalty: 3828.550537
	Iteration 74Q: 3 clusters Score -1.660228e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 128711 members 
Entering Unmasked Estep 
Score: -16602276.000000 Penalty: 3828.550537
	Iteration 75Q: 3 clusters Score -1.660228e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 128740 members 
Entering Unmasked Estep 
Score: -16602268.000000 Penalty: 3828.550537
	Iteration 76Q: 3 clusters Score -1.660227e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 128769 members 
Entering Unmasked Estep 
Score: -16602273.000000 Penalty: 3828.550537
	Iteration 77Q: 3 clusters Score -1.660227e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 128802 members 
Entering Unmasked Estep 
Score: -16602301.000000 Penalty: 3828.550537
	Iteration 78Q: 3 clusters Score -1.66023e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 128831 members 
Entering Unmasked Estep 
Score: -16602291.000000 Penalty: 3828.550537
	Iteration 79Q: 3 clusters Score -1.660229e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 128865 members 
Entering Unmasked Estep 
Score: -16602267.000000 Penalty: 3828.550537
	Iteration 80F: 3 clusters Score -1.660227e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 128911 members 
Entering Unmasked Estep 
Score: -16602260.000000 Penalty: 3828.550537
	Iteration 81Q: 3 clusters Score -1.660226e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 128939 members 
Entering Unmasked Estep 
Score: -16602266.000000 Penalty: 3828.550537
	Iteration 82Q: 3 clusters Score -1.660227e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 128971 members 
Entering Unmasked Estep 
Score: -16602274.000000 Penalty: 3828.550537
	Iteration 83Q: 3 clusters Score -1.660227e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 128998 members 
Entering Unmasked Estep 
Score: -16602299.000000 Penalty: 3828.550537
	Iteration 84Q: 3 clusters Score -1.66023e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 129022 members 
Entering Unmasked Estep 
Score: -16602296.000000 Penalty: 3828.550537
	Iteration 85Q: 3 clusters Score -1.66023e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 129042 members 
Entering Unmasked Estep 
Score: -16602297.000000 Penalty: 3828.550537
	Iteration 86Q: 3 clusters Score -1.66023e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 129061 members 
Entering Unmasked Estep 
Score: -16602272.000000 Penalty: 3828.550537
	Iteration 87Q: 3 clusters Score -1.660227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 129084 members 
Entering Unmasked Estep 
Score: -16602295.000000 Penalty: 3828.550537
	Iteration 88Q: 3 clusters Score -1.66023e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 129107 members 
Entering Unmasked Estep 
Score: -16602299.000000 Penalty: 3828.550537
	Iteration 89Q: 3 clusters Score -1.66023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 129122 members 
Entering Unmasked Estep 
Score: -16602266.000000 Penalty: 3828.550537
	Iteration 90Q: 3 clusters Score -1.660227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 129134 members 
Entering Unmasked Estep 
Score: -16602263.000000 Penalty: 3828.550537
	Iteration 91Q: 3 clusters Score -1.660226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 129149 members 
Entering Unmasked Estep 
Score: -16602260.000000 Penalty: 3828.550537
	Iteration 92Q: 3 clusters Score -1.660226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 129165 members 
Entering Unmasked Estep 
Score: -16602255.000000 Penalty: 3828.550537
	Iteration 93Q: 3 clusters Score -1.660226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 129177 members 
Entering Unmasked Estep 
Score: -16602244.000000 Penalty: 3828.550537
	Iteration 94Q: 3 clusters Score -1.660224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 129189 members 
Entering Unmasked Estep 
Score: -16602240.000000 Penalty: 3828.550537
	Iteration 95Q: 3 clusters Score -1.660224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 129204 members 
Entering Unmasked Estep 
Score: -16602228.000000 Penalty: 3828.550537
	Iteration 96Q: 3 clusters Score -1.660223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 129223 members 
Entering Unmasked Estep 
Score: -16602233.000000 Penalty: 3828.550537
	Iteration 97Q: 3 clusters Score -1.660223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 129235 members 
Entering Unmasked Estep 
Score: -16602228.000000 Penalty: 3828.550537
	Iteration 98Q: 3 clusters Score -1.660223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 129249 members 
Entering Unmasked Estep 
Score: -16602234.000000 Penalty: 3828.550537
	Iteration 99Q: 3 clusters Score -1.660223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 129257 members 
Entering Unmasked Estep 
Score: -16602224.000000 Penalty: 3828.550537
	Iteration 100F: 3 clusters Score -1.660222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 129267 members 
Entering Unmasked Estep 
Score: -16602233.000000 Penalty: 3828.550537
	Iteration 101Q: 3 clusters Score -1.660223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 129271 members 
Entering Unmasked Estep 
Score: -16602239.000000 Penalty: 3828.550537
	Iteration 102Q: 3 clusters Score -1.660224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 129274 members 
Entering Unmasked Estep 
Score: -16602244.000000 Penalty: 3828.550537
	Iteration 103Q: 3 clusters Score -1.660224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 129275 members 
Entering Unmasked Estep 
Score: -16602238.000000 Penalty: 3828.550537
	Iteration 104Q: 3 clusters Score -1.660224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 129275 members 
Entering Unmasked Estep 
Score: -16602238.000000 Penalty: 3828.550537
	Iteration 105Q: 3 clusters Score -1.660224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 129276 members 
Entering Unmasked Estep 
Score: -16602236.000000 Penalty: 3828.550537
	Iteration 106Q: 3 clusters Score -1.660224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 129277 members 
Entering Unmasked Estep 
Score: -16602236.000000 Penalty: 3828.550537
	Iteration 107Q: 3 clusters Score -1.660224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 129281 members 
Entering Unmasked Estep 
Score: -16602229.000000 Penalty: 3828.550537
	Iteration 108Q: 3 clusters Score -1.660223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 129283 members 
Entering Unmasked Estep 
Score: -16602241.000000 Penalty: 3828.550537
	Iteration 109Q: 3 clusters Score -1.660224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 129283 members 
Entering Unmasked Estep 
Score: -16602241.000000 Penalty: 3828.550537
	Iteration 110Q: 3 clusters Score -1.660224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 129283 members 
Entering Unmasked Estep 
Score: -16602241.000000 Penalty: 3828.550537
	Iteration 111F: 3 clusters Score -1.660224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Entering Unmasked Estep 
Score: -1562467.000000 Penalty: 1533.732178
	Iteration 0F: 2 clusters Score -1562467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1553652.875000 Penalty: 3067.464355
	Iteration 0F: 3 clusters Score -1553653 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1556654.500000 Penalty: 3067.464355
	Iteration 1F: 3 clusters Score -1556654 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1556987.000000 Penalty: 3067.464355
	Iteration 2F: 3 clusters Score -1556987 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1557337.375000 Penalty: 3067.464355
	Iteration 3F: 3 clusters Score -1557337 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1557705.375000 Penalty: 3067.464355
	Iteration 4F: 3 clusters Score -1557705 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1558109.875000 Penalty: 3067.464355
	Iteration 5F: 3 clusters Score -1558110 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1558524.000000 Penalty: 3067.464355
	Iteration 6F: 3 clusters Score -1558524 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1558908.125000 Penalty: 3067.464355
	Iteration 7Q: 3 clusters Score -1558908 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1559296.125000 Penalty: 3067.464355
	Iteration 8Q: 3 clusters Score -1559296 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1559640.125000 Penalty: 3067.464355
	Iteration 9Q: 3 clusters Score -1559640 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1560012.500000 Penalty: 3067.464355
	Iteration 10Q: 3 clusters Score -1560012 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1560369.875000 Penalty: 3067.464355
	Iteration 11Q: 3 clusters Score -1560370 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1560758.375000 Penalty: 3067.464355
	Iteration 12Q: 3 clusters Score -1560758 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1561192.375000 Penalty: 3067.464355
	Iteration 13Q: 3 clusters Score -1561192 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1561564.375000 Penalty: 3067.464355
	Iteration 14Q: 3 clusters Score -1561564 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1561786.750000 Penalty: 3067.464355
	Iteration 15Q: 3 clusters Score -1561787 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1561916.125000 Penalty: 3067.464355
	Iteration 16Q: 3 clusters Score -1561916 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1561977.875000 Penalty: 3067.464355
	Iteration 17Q: 3 clusters Score -1561978 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1561993.250000 Penalty: 3067.464355
	Iteration 18Q: 3 clusters Score -1561993 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1562004.125000 Penalty: 3067.464355
	Iteration 19Q: 3 clusters Score -1562004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1562009.125000 Penalty: 3067.464355
	Iteration 20F: 3 clusters Score -1562009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1562008.750000 Penalty: 3067.464355
	Iteration 21Q: 3 clusters Score -1562009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1562008.125000 Penalty: 3067.464355
	Iteration 22Q: 3 clusters Score -1562008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1562010.500000 Penalty: 3067.464355
	Iteration 23Q: 3 clusters Score -1562010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1562011.000000 Penalty: 3067.464355
	Iteration 24Q: 3 clusters Score -1562011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1562011.250000 Penalty: 3067.464355
	Iteration 25Q: 3 clusters Score -1562011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1562013.750000 Penalty: 3067.464355
	Iteration 26Q: 3 clusters Score -1562014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1562013.250000 Penalty: 3067.464355
	Iteration 27Q: 3 clusters Score -1562013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1562012.875000 Penalty: 3067.464355
	Iteration 28Q: 3 clusters Score -1562013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1562012.875000 Penalty: 3067.464355
	Iteration 29F: 3 clusters Score -1562013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -20571.986328 Penalty: 857.693665
	Iteration 0F: 2 clusters Score -20571.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19893.287109 Penalty: 1715.387329
	Iteration 0F: 3 clusters Score -19893.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19981.363281 Penalty: 1715.387329
	Iteration 1F: 3 clusters Score -19981.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20020.544922 Penalty: 1715.387329
	Iteration 2Q: 3 clusters Score -20020.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20029.691406 Penalty: 1715.387329
	Iteration 3Q: 3 clusters Score -20029.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20048.003906 Penalty: 1715.387329
	Iteration 4Q: 3 clusters Score -20048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20060.333984 Penalty: 1715.387329
	Iteration 5Q: 3 clusters Score -20060.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20060.333984 Penalty: 1715.387329
	Iteration 6F: 3 clusters Score -20060.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -107949.945312 Penalty: 1117.728027
	Iteration 0F: 2 clusters Score -107949.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -106553.476562 Penalty: 2235.456055
	Iteration 0F: 3 clusters Score -106553.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -106819.570312 Penalty: 2235.456055
	Iteration 1F: 3 clusters Score -106819.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -106917.390625 Penalty: 2235.456055
	Iteration 2F: 3 clusters Score -106917.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -106995.601562 Penalty: 2235.456055
	Iteration 3Q: 3 clusters Score -106995.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -107109.859375 Penalty: 2235.456055
	Iteration 4F: 3 clusters Score -107109.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -107201.765625 Penalty: 2235.456055
	Iteration 5F: 3 clusters Score -107201.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -107285.171875 Penalty: 2235.456055
	Iteration 6Q: 3 clusters Score -107285.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -107358.914062 Penalty: 2235.456055
	Iteration 7Q: 3 clusters Score -107358.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -107418.937500 Penalty: 2235.456055
	Iteration 8Q: 3 clusters Score -107418.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -107443.179688 Penalty: 2235.456055
	Iteration 9Q: 3 clusters Score -107443.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -107465.320312 Penalty: 2235.456055
	Iteration 10Q: 3 clusters Score -107465.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107485.375000 Penalty: 2235.456055
	Iteration 11Q: 3 clusters Score -107485.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -107501.687500 Penalty: 2235.456055
	Iteration 12Q: 3 clusters Score -107501.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107503.164062 Penalty: 2235.456055
	Iteration 13Q: 3 clusters Score -107503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -107505.437500 Penalty: 2235.456055
	Iteration 14Q: 3 clusters Score -107505.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -107509.226562 Penalty: 2235.456055
	Iteration 15Q: 3 clusters Score -107509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -107510.335938 Penalty: 2235.456055
	Iteration 16Q: 3 clusters Score -107510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -107512.554688 Penalty: 2235.456055
	Iteration 17Q: 3 clusters Score -107512.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -107513.945312 Penalty: 2235.456055
	Iteration 18Q: 3 clusters Score -107513.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -107513.945312 Penalty: 2235.456055
	Iteration 19F: 3 clusters Score -107513.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Entering Unmasked Estep 
Score: -690056.562500 Penalty: 1398.167114
	Iteration 0F: 2 clusters Score -690056.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -685782.750000 Penalty: 2796.334229
	Iteration 0F: 3 clusters Score -685782.8 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -687272.562500 Penalty: 2796.334229
	Iteration 1F: 3 clusters Score -687272.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -687713.062500 Penalty: 2796.334229
	Iteration 2F: 3 clusters Score -687713.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -688034.937500 Penalty: 2796.334229
	Iteration 3F: 3 clusters Score -688034.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -688305.875000 Penalty: 2796.334229
	Iteration 4F: 3 clusters Score -688305.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -688550.937500 Penalty: 2796.334229
	Iteration 5F: 3 clusters Score -688550.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -688770.687500 Penalty: 2796.334229
	Iteration 6Q: 3 clusters Score -688770.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -688939.062500 Penalty: 2796.334229
	Iteration 7Q: 3 clusters Score -688939.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -689069.562500 Penalty: 2796.334229
	Iteration 8Q: 3 clusters Score -689069.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -689170.687500 Penalty: 2796.334229
	Iteration 9Q: 3 clusters Score -689170.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -689237.937500 Penalty: 2796.334229
	Iteration 10Q: 3 clusters Score -689237.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -689284.562500 Penalty: 2796.334229
	Iteration 11Q: 3 clusters Score -689284.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -689315.187500 Penalty: 2796.334229
	Iteration 12Q: 3 clusters Score -689315.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -689345.187500 Penalty: 2796.334229
	Iteration 13Q: 3 clusters Score -689345.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -689360.687500 Penalty: 2796.334229
	Iteration 14Q: 3 clusters Score -689360.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -689370.812500 Penalty: 2796.334229
	Iteration 15Q: 3 clusters Score -689370.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -689381.562500 Penalty: 2796.334229
	Iteration 16Q: 3 clusters Score -689381.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -689386.312500 Penalty: 2796.334229
	Iteration 17Q: 3 clusters Score -689386.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -689395.687500 Penalty: 2796.334229
	Iteration 18Q: 3 clusters Score -689395.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -689400.375000 Penalty: 2796.334229
	Iteration 19Q: 3 clusters Score -689400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -689408.437500 Penalty: 2796.334229
	Iteration 20F: 3 clusters Score -689408.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -689416.500000 Penalty: 2796.334229
	Iteration 21Q: 3 clusters Score -689416.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -689426.687500 Penalty: 2796.334229
	Iteration 22Q: 3 clusters Score -689426.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -689434.250000 Penalty: 2796.334229
	Iteration 23Q: 3 clusters Score -689434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -689438.687500 Penalty: 2796.334229
	Iteration 24Q: 3 clusters Score -689438.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -689441.687500 Penalty: 2796.334229
	Iteration 25Q: 3 clusters Score -689441.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -689445.312500 Penalty: 2796.334229
	Iteration 26Q: 3 clusters Score -689445.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -689449.937500 Penalty: 2796.334229
	Iteration 27Q: 3 clusters Score -689449.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -689454.250000 Penalty: 2796.334229
	Iteration 28Q: 3 clusters Score -689454.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -689461.062500 Penalty: 2796.334229
	Iteration 29Q: 3 clusters Score -689461.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -689468.062500 Penalty: 2796.334229
	Iteration 30Q: 3 clusters Score -689468.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -689476.000000 Penalty: 2796.334229
	Iteration 31Q: 3 clusters Score -689476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -689479.812500 Penalty: 2796.334229
	Iteration 32Q: 3 clusters Score -689479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -689482.437500 Penalty: 2796.334229
	Iteration 33Q: 3 clusters Score -689482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -689486.062500 Penalty: 2796.334229
	Iteration 34Q: 3 clusters Score -689486.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -689492.812500 Penalty: 2796.334229
	Iteration 35Q: 3 clusters Score -689492.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -689496.625000 Penalty: 2796.334229
	Iteration 36Q: 3 clusters Score -689496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -689497.812500 Penalty: 2796.334229
	Iteration 37Q: 3 clusters Score -689497.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -689498.937500 Penalty: 2796.334229
	Iteration 38Q: 3 clusters Score -689498.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -689498.937500 Penalty: 2796.334229
	Iteration 39Q: 3 clusters Score -689498.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -689498.937500 Penalty: 2796.334229
	Iteration 40F: 3 clusters Score -689498.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Entering Unmasked Estep 
Score: -1232369.125000 Penalty: 1498.458008
	Iteration 0F: 2 clusters Score -1232369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1225166.375000 Penalty: 2996.916016
	Iteration 0F: 3 clusters Score -1225166 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1227627.000000 Penalty: 2996.916016
	Iteration 1F: 3 clusters Score -1227627 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1228011.625000 Penalty: 2996.916016
	Iteration 2F: 3 clusters Score -1228012 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1228368.250000 Penalty: 2996.916016
	Iteration 3F: 3 clusters Score -1228368 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1228745.250000 Penalty: 2996.916016
	Iteration 4F: 3 clusters Score -1228745 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1229119.750000 Penalty: 2996.916016
	Iteration 5F: 3 clusters Score -1229120 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1229541.125000 Penalty: 2996.916016
	Iteration 6F: 3 clusters Score -1229541 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1229988.750000 Penalty: 2996.916016
	Iteration 7F: 3 clusters Score -1229989 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1230405.500000 Penalty: 2996.916016
	Iteration 8F: 3 clusters Score -1230406 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1230851.375000 Penalty: 2996.916016
	Iteration 9F: 3 clusters Score -1230851 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1231226.875000 Penalty: 2996.916016
	Iteration 10Q: 3 clusters Score -1231227 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1231459.000000 Penalty: 2996.916016
	Iteration 11Q: 3 clusters Score -1231459 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1231617.625000 Penalty: 2996.916016
	Iteration 12Q: 3 clusters Score -1231618 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1231702.500000 Penalty: 2996.916016
	Iteration 13Q: 3 clusters Score -1231702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1231734.500000 Penalty: 2996.916016
	Iteration 14Q: 3 clusters Score -1231734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1231747.500000 Penalty: 2996.916016
	Iteration 15Q: 3 clusters Score -1231748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1231762.875000 Penalty: 2996.916016
	Iteration 16Q: 3 clusters Score -1231763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1231776.250000 Penalty: 2996.916016
	Iteration 17Q: 3 clusters Score -1231776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1231780.625000 Penalty: 2996.916016
	Iteration 18Q: 3 clusters Score -1231781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1231783.000000 Penalty: 2996.916016
	Iteration 19Q: 3 clusters Score -1231783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1231786.250000 Penalty: 2996.916016
	Iteration 20F: 3 clusters Score -1231786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1231787.875000 Penalty: 2996.916016
	Iteration 21Q: 3 clusters Score -1231788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1231788.875000 Penalty: 2996.916016
	Iteration 22Q: 3 clusters Score -1231789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1231787.750000 Penalty: 2996.916016
	Iteration 23Q: 3 clusters Score -1231788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1231787.750000 Penalty: 2996.916016
	Iteration 24F: 3 clusters Score -1231788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (132759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132759 members 
Entering Unmasked Estep 
Score: -16975424.000000 Penalty: 1916.897217
	Iteration 0F: 2 clusters Score -1.697542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -16894160.000000 Penalty: 3833.794434
	Iteration 0F: 3 clusters Score -1.689416e+07 nChanged 63943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 63229 members 
Entering Unmasked Estep 
Score: -16932192.000000 Penalty: 3833.794434
	Iteration 1F: 3 clusters Score -1.693219e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71687 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -16933834.000000 Penalty: 3833.794434
	Iteration 2Q: 3 clusters Score -1.693383e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75013 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -16936158.000000 Penalty: 3833.794434
	Iteration 3Q: 3 clusters Score -1.693616e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79714 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -16939798.000000 Penalty: 3833.794434
	Iteration 4Q: 3 clusters Score -1.69398e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85761 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -16945114.000000 Penalty: 3833.794434
	Iteration 5F: 3 clusters Score -1.694511e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92670 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -16951660.000000 Penalty: 3833.794434
	Iteration 6F: 3 clusters Score -1.695166e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99439 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -16957978.000000 Penalty: 3833.794434
	Iteration 7F: 3 clusters Score -1.695798e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104915 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -16962526.000000 Penalty: 3833.794434
	Iteration 8F: 3 clusters Score -1.696253e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109274 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -16965736.000000 Penalty: 3833.794434
	Iteration 9Q: 3 clusters Score -1.696574e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112711 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -16968276.000000 Penalty: 3833.794434
	Iteration 10Q: 3 clusters Score -1.696828e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115413 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -16969914.000000 Penalty: 3833.794434
	Iteration 11Q: 3 clusters Score -1.696991e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117707 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -16971092.000000 Penalty: 3833.794434
	Iteration 12Q: 3 clusters Score -1.697109e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119680 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -16971836.000000 Penalty: 3833.794434
	Iteration 13Q: 3 clusters Score -1.697184e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121375 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -16972364.000000 Penalty: 3833.794434
	Iteration 14Q: 3 clusters Score -1.697236e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122856 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -16972674.000000 Penalty: 3833.794434
	Iteration 15Q: 3 clusters Score -1.697267e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124195 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -16973118.000000 Penalty: 3833.794434
	Iteration 16Q: 3 clusters Score -1.697312e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125383 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -16973388.000000 Penalty: 3833.794434
	Iteration 17Q: 3 clusters Score -1.697339e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126401 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -16973618.000000 Penalty: 3833.794434
	Iteration 18Q: 3 clusters Score -1.697362e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127265 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -16973812.000000 Penalty: 3833.794434
	Iteration 19Q: 3 clusters Score -1.697381e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127951 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -16973838.000000 Penalty: 3833.794434
	Iteration 20F: 3 clusters Score -1.697384e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128486 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -16973956.000000 Penalty: 3833.794434
	Iteration 21Q: 3 clusters Score -1.697396e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128941 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -16974008.000000 Penalty: 3833.794434
	Iteration 22Q: 3 clusters Score -1.697401e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129342 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -16974042.000000 Penalty: 3833.794434
	Iteration 23Q: 3 clusters Score -1.697404e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129650 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -16974110.000000 Penalty: 3833.794434
	Iteration 24Q: 3 clusters Score -1.697411e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129897 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -16974120.000000 Penalty: 3833.794434
	Iteration 25Q: 3 clusters Score -1.697412e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130108 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -16974142.000000 Penalty: 3833.794434
	Iteration 26Q: 3 clusters Score -1.697414e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130295 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -16974110.000000 Penalty: 3833.794434
	Iteration 27Q: 3 clusters Score -1.697411e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130437 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -16974134.000000 Penalty: 3833.794434
	Iteration 28Q: 3 clusters Score -1.697413e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130549 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -16974166.000000 Penalty: 3833.794434
	Iteration 29Q: 3 clusters Score -1.697417e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130647 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -16974212.000000 Penalty: 3833.794434
	Iteration 30Q: 3 clusters Score -1.697421e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130729 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -16974196.000000 Penalty: 3833.794434
	Iteration 31Q: 3 clusters Score -1.69742e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130782 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -16974216.000000 Penalty: 3833.794434
	Iteration 32Q: 3 clusters Score -1.697422e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130833 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -16974224.000000 Penalty: 3833.794434
	Iteration 33Q: 3 clusters Score -1.697422e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130881 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -16974234.000000 Penalty: 3833.794434
	Iteration 34Q: 3 clusters Score -1.697423e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130930 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -16974246.000000 Penalty: 3833.794434
	Iteration 35Q: 3 clusters Score -1.697425e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130978 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -16974246.000000 Penalty: 3833.794434
	Iteration 36Q: 3 clusters Score -1.697425e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131017 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -16974244.000000 Penalty: 3833.794434
	Iteration 37Q: 3 clusters Score -1.697424e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131048 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -16974276.000000 Penalty: 3833.794434
	Iteration 38Q: 3 clusters Score -1.697428e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131087 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -16974304.000000 Penalty: 3833.794434
	Iteration 39Q: 3 clusters Score -1.69743e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131125 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -16974306.000000 Penalty: 3833.794434
	Iteration 40F: 3 clusters Score -1.697431e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131147 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -16974316.000000 Penalty: 3833.794434
	Iteration 41Q: 3 clusters Score -1.697432e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131167 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -16974322.000000 Penalty: 3833.794434
	Iteration 42Q: 3 clusters Score -1.697432e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131183 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -16974312.000000 Penalty: 3833.794434
	Iteration 43Q: 3 clusters Score -1.697431e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131197 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -16974318.000000 Penalty: 3833.794434
	Iteration 44Q: 3 clusters Score -1.697432e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131217 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -16974310.000000 Penalty: 3833.794434
	Iteration 45Q: 3 clusters Score -1.697431e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131233 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -16974298.000000 Penalty: 3833.794434
	Iteration 46Q: 3 clusters Score -1.69743e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131252 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -16974294.000000 Penalty: 3833.794434
	Iteration 47Q: 3 clusters Score -1.697429e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131266 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -16974318.000000 Penalty: 3833.794434
	Iteration 48Q: 3 clusters Score -1.697432e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131281 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -16974316.000000 Penalty: 3833.794434
	Iteration 49Q: 3 clusters Score -1.697432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131293 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -16974314.000000 Penalty: 3833.794434
	Iteration 50Q: 3 clusters Score -1.697431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131306 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -16974328.000000 Penalty: 3833.794434
	Iteration 51Q: 3 clusters Score -1.697433e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131312 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -16974320.000000 Penalty: 3833.794434
	Iteration 52Q: 3 clusters Score -1.697432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131321 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -16974322.000000 Penalty: 3833.794434
	Iteration 53Q: 3 clusters Score -1.697432e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131335 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -16974326.000000 Penalty: 3833.794434
	Iteration 54Q: 3 clusters Score -1.697433e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131354 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -16974320.000000 Penalty: 3833.794434
	Iteration 55Q: 3 clusters Score -1.697432e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131376 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -16974338.000000 Penalty: 3833.794434
	Iteration 56Q: 3 clusters Score -1.697434e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131398 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -16974354.000000 Penalty: 3833.794434
	Iteration 57Q: 3 clusters Score -1.697435e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131414 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -16974372.000000 Penalty: 3833.794434
	Iteration 58Q: 3 clusters Score -1.697437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131427 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -16974358.000000 Penalty: 3833.794434
	Iteration 59Q: 3 clusters Score -1.697436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131439 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -16974368.000000 Penalty: 3833.794434
	Iteration 60F: 3 clusters Score -1.697437e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131452 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -16974372.000000 Penalty: 3833.794434
	Iteration 61Q: 3 clusters Score -1.697437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131467 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -16974356.000000 Penalty: 3833.794434
	Iteration 62Q: 3 clusters Score -1.697436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131475 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -16974358.000000 Penalty: 3833.794434
	Iteration 63Q: 3 clusters Score -1.697436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131482 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -16974348.000000 Penalty: 3833.794434
	Iteration 64Q: 3 clusters Score -1.697435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131488 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -16974348.000000 Penalty: 3833.794434
	Iteration 65Q: 3 clusters Score -1.697435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131493 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -16974352.000000 Penalty: 3833.794434
	Iteration 66Q: 3 clusters Score -1.697435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131501 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -16974348.000000 Penalty: 3833.794434
	Iteration 67Q: 3 clusters Score -1.697435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131512 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -16974344.000000 Penalty: 3833.794434
	Iteration 68Q: 3 clusters Score -1.697434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131516 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -16974344.000000 Penalty: 3833.794434
	Iteration 69Q: 3 clusters Score -1.697434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131520 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -16974340.000000 Penalty: 3833.794434
	Iteration 70Q: 3 clusters Score -1.697434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131525 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -16974342.000000 Penalty: 3833.794434
	Iteration 71Q: 3 clusters Score -1.697434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131528 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -16974340.000000 Penalty: 3833.794434
	Iteration 72Q: 3 clusters Score -1.697434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131535 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -16974342.000000 Penalty: 3833.794434
	Iteration 73Q: 3 clusters Score -1.697434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131539 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -16974330.000000 Penalty: 3833.794434
	Iteration 74Q: 3 clusters Score -1.697433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131547 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -16974330.000000 Penalty: 3833.794434
	Iteration 75Q: 3 clusters Score -1.697433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131551 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -16974338.000000 Penalty: 3833.794434
	Iteration 76Q: 3 clusters Score -1.697434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131558 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -16974336.000000 Penalty: 3833.794434
	Iteration 77Q: 3 clusters Score -1.697434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131563 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -16974342.000000 Penalty: 3833.794434
	Iteration 78Q: 3 clusters Score -1.697434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131565 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -16974336.000000 Penalty: 3833.794434
	Iteration 79Q: 3 clusters Score -1.697434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131564 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -16974342.000000 Penalty: 3833.794434
	Iteration 80F: 3 clusters Score -1.697434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131562 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -16974346.000000 Penalty: 3833.794434
	Iteration 81Q: 3 clusters Score -1.697435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131565 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -16974346.000000 Penalty: 3833.794434
	Iteration 82Q: 3 clusters Score -1.697435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131570 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -16974344.000000 Penalty: 3833.794434
	Iteration 83Q: 3 clusters Score -1.697434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131574 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -16974340.000000 Penalty: 3833.794434
	Iteration 84Q: 3 clusters Score -1.697434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131576 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -16974346.000000 Penalty: 3833.794434
	Iteration 85Q: 3 clusters Score -1.697435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131577 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -16974356.000000 Penalty: 3833.794434
	Iteration 86Q: 3 clusters Score -1.697436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131577 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -16974360.000000 Penalty: 3833.794434
	Iteration 87Q: 3 clusters Score -1.697436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131577 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -16974360.000000 Penalty: 3833.794434
	Iteration 88F: 3 clusters Score -1.697436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -544057.312500 Penalty: 1381.719849
	Iteration 0F: 2 clusters Score -544057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -540092.312500 Penalty: 2763.439697
	Iteration 0F: 3 clusters Score -540092.3 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -541468.875000 Penalty: 2763.439697
	Iteration 1F: 3 clusters Score -541468.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -541839.437500 Penalty: 2763.439697
	Iteration 2F: 3 clusters Score -541839.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -542142.625000 Penalty: 2763.439697
	Iteration 3F: 3 clusters Score -542142.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -542398.250000 Penalty: 2763.439697
	Iteration 4F: 3 clusters Score -542398.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -542646.625000 Penalty: 2763.439697
	Iteration 5F: 3 clusters Score -542646.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -542797.750000 Penalty: 2763.439697
	Iteration 6Q: 3 clusters Score -542797.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -542888.062500 Penalty: 2763.439697
	Iteration 7Q: 3 clusters Score -542888.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -542986.562500 Penalty: 2763.439697
	Iteration 8Q: 3 clusters Score -542986.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -543107.812500 Penalty: 2763.439697
	Iteration 9Q: 3 clusters Score -543107.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -543215.562500 Penalty: 2763.439697
	Iteration 10Q: 3 clusters Score -543215.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -543335.125000 Penalty: 2763.439697
	Iteration 11Q: 3 clusters Score -543335.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -543482.750000 Penalty: 2763.439697
	Iteration 12Q: 3 clusters Score -543482.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -543640.562500 Penalty: 2763.439697
	Iteration 13Q: 3 clusters Score -543640.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -543755.562500 Penalty: 2763.439697
	Iteration 14Q: 3 clusters Score -543755.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -543852.812500 Penalty: 2763.439697
	Iteration 15Q: 3 clusters Score -543852.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -543944.500000 Penalty: 2763.439697
	Iteration 16Q: 3 clusters Score -543944.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -544030.125000 Penalty: 2763.439697
	Iteration 17Q: 3 clusters Score -544030.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -544111.062500 Penalty: 2763.439697
	Iteration 18Q: 3 clusters Score -544111.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -544182.875000 Penalty: 2763.439697
	Iteration 19Q: 3 clusters Score -544182.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -544231.437500 Penalty: 2763.439697
	Iteration 20F: 3 clusters Score -544231.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -544291.937500 Penalty: 2763.439697
	Iteration 21Q: 3 clusters Score -544291.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -544351.312500 Penalty: 2763.439697
	Iteration 22Q: 3 clusters Score -544351.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -544404.062500 Penalty: 2763.439697
	Iteration 23Q: 3 clusters Score -544404.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -544451.250000 Penalty: 2763.439697
	Iteration 24Q: 3 clusters Score -544451.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -544496.312500 Penalty: 2763.439697
	Iteration 25Q: 3 clusters Score -544496.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -544539.687500 Penalty: 2763.439697
	Iteration 26Q: 3 clusters Score -544539.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -544592.875000 Penalty: 2763.439697
	Iteration 27Q: 3 clusters Score -544592.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -544624.187500 Penalty: 2763.439697
	Iteration 28Q: 3 clusters Score -544624.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -544656.250000 Penalty: 2763.439697
	Iteration 29Q: 3 clusters Score -544656.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -544676.250000 Penalty: 2763.439697
	Iteration 30Q: 3 clusters Score -544676.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -544690.500000 Penalty: 2763.439697
	Iteration 31Q: 3 clusters Score -544690.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -544703.875000 Penalty: 2763.439697
	Iteration 32Q: 3 clusters Score -544703.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -544718.125000 Penalty: 2763.439697
	Iteration 33Q: 3 clusters Score -544718.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -544747.937500 Penalty: 2763.439697
	Iteration 34Q: 3 clusters Score -544747.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -544770.375000 Penalty: 2763.439697
	Iteration 35Q: 3 clusters Score -544770.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -544787.000000 Penalty: 2763.439697
	Iteration 36Q: 3 clusters Score -544787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -544792.937500 Penalty: 2763.439697
	Iteration 37Q: 3 clusters Score -544792.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -544796.437500 Penalty: 2763.439697
	Iteration 38Q: 3 clusters Score -544796.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -544800.750000 Penalty: 2763.439697
	Iteration 39Q: 3 clusters Score -544800.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -544803.437500 Penalty: 2763.439697
	Iteration 40F: 3 clusters Score -544803.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -544805.125000 Penalty: 2763.439697
	Iteration 41Q: 3 clusters Score -544805.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -544807.125000 Penalty: 2763.439697
	Iteration 42Q: 3 clusters Score -544807.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -544809.125000 Penalty: 2763.439697
	Iteration 43Q: 3 clusters Score -544809.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -544809.375000 Penalty: 2763.439697
	Iteration 44Q: 3 clusters Score -544809.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -544811.312500 Penalty: 2763.439697
	Iteration 45Q: 3 clusters Score -544811.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -544811.312500 Penalty: 2763.439697
	Iteration 46F: 3 clusters Score -544811.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130634 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 3196 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88500 members 
Mstep: Class 30 contains 4870 members 
Mstep: Class 31 contains 1733 members 
Entering Unmasked Estep 
Score: -108941696.000000 Penalty: 68979.507812
Splitting cluster 26 changes total score from -108941688.000000 to -108941696.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 27 (7321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Entering Unmasked Estep 
Score: -913492.750000 Penalty: 1446.006592
	Iteration 0F: 2 clusters Score -913492.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -908141.625000 Penalty: 2892.013184
	Iteration 0F: 3 clusters Score -908141.6 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -909758.125000 Penalty: 2892.013184
	Iteration 1F: 3 clusters Score -909758.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -909986.437500 Penalty: 2892.013184
	Iteration 2F: 3 clusters Score -909986.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -910138.437500 Penalty: 2892.013184
	Iteration 3F: 3 clusters Score -910138.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -910280.375000 Penalty: 2892.013184
	Iteration 4Q: 3 clusters Score -910280.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -910415.562500 Penalty: 2892.013184
	Iteration 5Q: 3 clusters Score -910415.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -910546.500000 Penalty: 2892.013184
	Iteration 6Q: 3 clusters Score -910546.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -910668.562500 Penalty: 2892.013184
	Iteration 7Q: 3 clusters Score -910668.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -910801.000000 Penalty: 2892.013184
	Iteration 8Q: 3 clusters Score -910801 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -910965.062500 Penalty: 2892.013184
	Iteration 9Q: 3 clusters Score -910965.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -911175.250000 Penalty: 2892.013184
	Iteration 10Q: 3 clusters Score -911175.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -911391.687500 Penalty: 2892.013184
	Iteration 11Q: 3 clusters Score -911391.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -911664.000000 Penalty: 2892.013184
	Iteration 12Q: 3 clusters Score -911664 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -911984.250000 Penalty: 2892.013184
	Iteration 13Q: 3 clusters Score -911984.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -912326.062500 Penalty: 2892.013184
	Iteration 14Q: 3 clusters Score -912326.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -912568.875000 Penalty: 2892.013184
	Iteration 15Q: 3 clusters Score -912568.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -912700.500000 Penalty: 2892.013184
	Iteration 16Q: 3 clusters Score -912700.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -912771.312500 Penalty: 2892.013184
	Iteration 17Q: 3 clusters Score -912771.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -912810.625000 Penalty: 2892.013184
	Iteration 18Q: 3 clusters Score -912810.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -912828.562500 Penalty: 2892.013184
	Iteration 19Q: 3 clusters Score -912828.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -912842.875000 Penalty: 2892.013184
	Iteration 20F: 3 clusters Score -912842.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -912844.062500 Penalty: 2892.013184
	Iteration 21Q: 3 clusters Score -912844.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -912850.562500 Penalty: 2892.013184
	Iteration 22Q: 3 clusters Score -912850.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -912851.375000 Penalty: 2892.013184
	Iteration 23Q: 3 clusters Score -912851.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -912857.625000 Penalty: 2892.013184
	Iteration 24Q: 3 clusters Score -912857.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -912858.687500 Penalty: 2892.013184
	Iteration 25Q: 3 clusters Score -912858.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -912860.000000 Penalty: 2892.013184
	Iteration 26Q: 3 clusters Score -912860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -912861.437500 Penalty: 2892.013184
	Iteration 27Q: 3 clusters Score -912861.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -912861.187500 Penalty: 2892.013184
	Iteration 28Q: 3 clusters Score -912861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -912862.062500 Penalty: 2892.013184
	Iteration 29Q: 3 clusters Score -912862.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -912863.062500 Penalty: 2892.013184
	Iteration 30Q: 3 clusters Score -912863.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -912863.062500 Penalty: 2892.013184
	Iteration 31F: 3 clusters Score -912863.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Entering Unmasked Estep 
Score: -917863.312500 Penalty: 1445.027100
	Iteration 0F: 2 clusters Score -917863.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -912440.187500 Penalty: 2890.054199
	Iteration 0F: 3 clusters Score -912440.2 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -914229.187500 Penalty: 2890.054199
	Iteration 1F: 3 clusters Score -914229.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -914521.687500 Penalty: 2890.054199
	Iteration 2F: 3 clusters Score -914521.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -914769.687500 Penalty: 2890.054199
	Iteration 3F: 3 clusters Score -914769.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -915027.937500 Penalty: 2890.054199
	Iteration 4F: 3 clusters Score -915027.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -915350.250000 Penalty: 2890.054199
	Iteration 5F: 3 clusters Score -915350.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -915705.312500 Penalty: 2890.054199
	Iteration 6F: 3 clusters Score -915705.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -916058.375000 Penalty: 2890.054199
	Iteration 7F: 3 clusters Score -916058.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -916311.625000 Penalty: 2890.054199
	Iteration 8Q: 3 clusters Score -916311.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -916504.562500 Penalty: 2890.054199
	Iteration 9Q: 3 clusters Score -916504.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -916694.750000 Penalty: 2890.054199
	Iteration 10Q: 3 clusters Score -916694.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -916838.437500 Penalty: 2890.054199
	Iteration 11Q: 3 clusters Score -916838.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -916931.375000 Penalty: 2890.054199
	Iteration 12Q: 3 clusters Score -916931.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -916984.312500 Penalty: 2890.054199
	Iteration 13Q: 3 clusters Score -916984.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -917013.500000 Penalty: 2890.054199
	Iteration 14Q: 3 clusters Score -917013.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -917036.000000 Penalty: 2890.054199
	Iteration 15Q: 3 clusters Score -917036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -917052.875000 Penalty: 2890.054199
	Iteration 16Q: 3 clusters Score -917052.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -917066.750000 Penalty: 2890.054199
	Iteration 17Q: 3 clusters Score -917066.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -917075.375000 Penalty: 2890.054199
	Iteration 18Q: 3 clusters Score -917075.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -917081.500000 Penalty: 2890.054199
	Iteration 19Q: 3 clusters Score -917081.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -917187.250000 Penalty: 2890.054199
	Iteration 20F: 3 clusters Score -917187.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -917289.187500 Penalty: 2890.054199
	Iteration 21Q: 3 clusters Score -917289.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -917335.125000 Penalty: 2890.054199
	Iteration 22Q: 3 clusters Score -917335.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -917362.937500 Penalty: 2890.054199
	Iteration 23Q: 3 clusters Score -917362.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -917371.875000 Penalty: 2890.054199
	Iteration 24Q: 3 clusters Score -917371.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -917377.812500 Penalty: 2890.054199
	Iteration 25Q: 3 clusters Score -917377.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -917381.875000 Penalty: 2890.054199
	Iteration 26Q: 3 clusters Score -917381.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -917384.375000 Penalty: 2890.054199
	Iteration 27Q: 3 clusters Score -917384.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -917385.750000 Penalty: 2890.054199
	Iteration 28Q: 3 clusters Score -917385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -917390.375000 Penalty: 2890.054199
	Iteration 29Q: 3 clusters Score -917390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -917391.562500 Penalty: 2890.054199
	Iteration 30Q: 3 clusters Score -917391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -917391.875000 Penalty: 2890.054199
	Iteration 31Q: 3 clusters Score -917391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -917393.937500 Penalty: 2890.054199
	Iteration 32Q: 3 clusters Score -917393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -917392.937500 Penalty: 2890.054199
	Iteration 33Q: 3 clusters Score -917392.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -917392.937500 Penalty: 2890.054199
	Iteration 34F: 3 clusters Score -917392.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (88500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88500 members 
Entering Unmasked Estep 
Score: -10490441.000000 Penalty: 1850.998047
	Iteration 0F: 2 clusters Score -1.049044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -10431152.000000 Penalty: 3701.996094
	Iteration 0F: 3 clusters Score -1.043115e+07 nChanged 42099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -10457258.000000 Penalty: 3701.996094
	Iteration 1F: 3 clusters Score -1.045726e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -10459214.000000 Penalty: 3701.996094
	Iteration 2F: 3 clusters Score -1.045921e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -10461547.000000 Penalty: 3701.996094
	Iteration 3F: 3 clusters Score -1.046155e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -10464206.000000 Penalty: 3701.996094
	Iteration 4F: 3 clusters Score -1.046421e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -10467370.000000 Penalty: 3701.996094
	Iteration 5F: 3 clusters Score -1.046737e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -10470544.000000 Penalty: 3701.996094
	Iteration 6F: 3 clusters Score -1.047054e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -10473481.000000 Penalty: 3701.996094
	Iteration 7F: 3 clusters Score -1.047348e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -10475410.000000 Penalty: 3701.996094
	Iteration 8Q: 3 clusters Score -1.047541e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -10476376.000000 Penalty: 3701.996094
	Iteration 9Q: 3 clusters Score -1.047638e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -10476780.000000 Penalty: 3701.996094
	Iteration 10Q: 3 clusters Score -1.047678e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -10476959.000000 Penalty: 3701.996094
	Iteration 11Q: 3 clusters Score -1.047696e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -10477167.000000 Penalty: 3701.996094
	Iteration 12Q: 3 clusters Score -1.047717e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -10477350.000000 Penalty: 3701.996094
	Iteration 13Q: 3 clusters Score -1.047735e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -10477513.000000 Penalty: 3701.996094
	Iteration 14Q: 3 clusters Score -1.047751e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -10477610.000000 Penalty: 3701.996094
	Iteration 15Q: 3 clusters Score -1.047761e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -10477817.000000 Penalty: 3701.996094
	Iteration 16Q: 3 clusters Score -1.047782e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -10477983.000000 Penalty: 3701.996094
	Iteration 17Q: 3 clusters Score -1.047798e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -10478117.000000 Penalty: 3701.996094
	Iteration 18Q: 3 clusters Score -1.047812e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57033 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -10478328.000000 Penalty: 3701.996094
	Iteration 19Q: 3 clusters Score -1.047833e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57938 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -10478560.000000 Penalty: 3701.996094
	Iteration 20F: 3 clusters Score -1.047856e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -10478818.000000 Penalty: 3701.996094
	Iteration 21Q: 3 clusters Score -1.047882e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -10479056.000000 Penalty: 3701.996094
	Iteration 22Q: 3 clusters Score -1.047906e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60897 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -10479256.000000 Penalty: 3701.996094
	Iteration 23Q: 3 clusters Score -1.047926e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -10479527.000000 Penalty: 3701.996094
	Iteration 24Q: 3 clusters Score -1.047953e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -10479858.000000 Penalty: 3701.996094
	Iteration 25Q: 3 clusters Score -1.047986e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -10480179.000000 Penalty: 3701.996094
	Iteration 26Q: 3 clusters Score -1.048018e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -10480582.000000 Penalty: 3701.996094
	Iteration 27Q: 3 clusters Score -1.048058e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -10481072.000000 Penalty: 3701.996094
	Iteration 28Q: 3 clusters Score -1.048107e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -10481601.000000 Penalty: 3701.996094
	Iteration 29Q: 3 clusters Score -1.04816e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69285 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -10482135.000000 Penalty: 3701.996094
	Iteration 30Q: 3 clusters Score -1.048214e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -10482705.000000 Penalty: 3701.996094
	Iteration 31Q: 3 clusters Score -1.04827e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71882 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -10483474.000000 Penalty: 3701.996094
	Iteration 32Q: 3 clusters Score -1.048347e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -10484214.000000 Penalty: 3701.996094
	Iteration 33Q: 3 clusters Score -1.048421e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -10484966.000000 Penalty: 3701.996094
	Iteration 34Q: 3 clusters Score -1.048497e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -10485714.000000 Penalty: 3701.996094
	Iteration 35Q: 3 clusters Score -1.048571e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76374 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -10486411.000000 Penalty: 3701.996094
	Iteration 36Q: 3 clusters Score -1.048641e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77290 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -10487063.000000 Penalty: 3701.996094
	Iteration 37Q: 3 clusters Score -1.048706e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78106 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -10487561.000000 Penalty: 3701.996094
	Iteration 38Q: 3 clusters Score -1.048756e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -10488090.000000 Penalty: 3701.996094
	Iteration 39Q: 3 clusters Score -1.048809e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79583 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -10488517.000000 Penalty: 3701.996094
	Iteration 40F: 3 clusters Score -1.048852e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -10488896.000000 Penalty: 3701.996094
	Iteration 41Q: 3 clusters Score -1.04889e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -10489274.000000 Penalty: 3701.996094
	Iteration 42Q: 3 clusters Score -1.048927e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -10489528.000000 Penalty: 3701.996094
	Iteration 43Q: 3 clusters Score -1.048953e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82059 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -10489680.000000 Penalty: 3701.996094
	Iteration 44Q: 3 clusters Score -1.048968e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82438 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -10489809.000000 Penalty: 3701.996094
	Iteration 45Q: 3 clusters Score -1.048981e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82758 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -10489935.000000 Penalty: 3701.996094
	Iteration 46Q: 3 clusters Score -1.048994e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -10489938.000000 Penalty: 3701.996094
	Iteration 47Q: 3 clusters Score -1.048994e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83237 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -10490030.000000 Penalty: 3701.996094
	Iteration 48Q: 3 clusters Score -1.049003e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83422 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -10490089.000000 Penalty: 3701.996094
	Iteration 49Q: 3 clusters Score -1.049009e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83577 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -10490131.000000 Penalty: 3701.996094
	Iteration 50Q: 3 clusters Score -1.049013e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -10490154.000000 Penalty: 3701.996094
	Iteration 51Q: 3 clusters Score -1.049015e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -10490165.000000 Penalty: 3701.996094
	Iteration 52Q: 3 clusters Score -1.049016e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83921 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -10490182.000000 Penalty: 3701.996094
	Iteration 53Q: 3 clusters Score -1.049018e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84002 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -10490180.000000 Penalty: 3701.996094
	Iteration 54Q: 3 clusters Score -1.049018e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -10490194.000000 Penalty: 3701.996094
	Iteration 55Q: 3 clusters Score -1.049019e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84120 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -10490189.000000 Penalty: 3701.996094
	Iteration 56Q: 3 clusters Score -1.049019e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84172 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -10490189.000000 Penalty: 3701.996094
	Iteration 57Q: 3 clusters Score -1.049019e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -10490191.000000 Penalty: 3701.996094
	Iteration 58Q: 3 clusters Score -1.049019e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -10490204.000000 Penalty: 3701.996094
	Iteration 59Q: 3 clusters Score -1.04902e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84279 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -10490212.000000 Penalty: 3701.996094
	Iteration 60F: 3 clusters Score -1.049021e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -10490221.000000 Penalty: 3701.996094
	Iteration 61Q: 3 clusters Score -1.049022e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84348 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -10490213.000000 Penalty: 3701.996094
	Iteration 62Q: 3 clusters Score -1.049021e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84380 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -10490216.000000 Penalty: 3701.996094
	Iteration 63Q: 3 clusters Score -1.049022e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -10490205.000000 Penalty: 3701.996094
	Iteration 64Q: 3 clusters Score -1.04902e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84414 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -10490207.000000 Penalty: 3701.996094
	Iteration 65Q: 3 clusters Score -1.049021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84430 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -10490216.000000 Penalty: 3701.996094
	Iteration 66Q: 3 clusters Score -1.049022e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84451 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -10490211.000000 Penalty: 3701.996094
	Iteration 67Q: 3 clusters Score -1.049021e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -10490213.000000 Penalty: 3701.996094
	Iteration 68Q: 3 clusters Score -1.049021e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -10490238.000000 Penalty: 3701.996094
	Iteration 69Q: 3 clusters Score -1.049024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84518 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -10490222.000000 Penalty: 3701.996094
	Iteration 70Q: 3 clusters Score -1.049022e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -10490233.000000 Penalty: 3701.996094
	Iteration 71Q: 3 clusters Score -1.049023e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84541 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -10490227.000000 Penalty: 3701.996094
	Iteration 72Q: 3 clusters Score -1.049023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84555 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -10490229.000000 Penalty: 3701.996094
	Iteration 73Q: 3 clusters Score -1.049023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84571 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -10490240.000000 Penalty: 3701.996094
	Iteration 74Q: 3 clusters Score -1.049024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84585 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -10490242.000000 Penalty: 3701.996094
	Iteration 75Q: 3 clusters Score -1.049024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84602 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -10490245.000000 Penalty: 3701.996094
	Iteration 76Q: 3 clusters Score -1.049024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -10490236.000000 Penalty: 3701.996094
	Iteration 77Q: 3 clusters Score -1.049024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84622 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -10490247.000000 Penalty: 3701.996094
	Iteration 78Q: 3 clusters Score -1.049025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84628 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -10490250.000000 Penalty: 3701.996094
	Iteration 79Q: 3 clusters Score -1.049025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84634 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -10490251.000000 Penalty: 3701.996094
	Iteration 80F: 3 clusters Score -1.049025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84637 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -10490250.000000 Penalty: 3701.996094
	Iteration 81Q: 3 clusters Score -1.049025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84639 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -10490250.000000 Penalty: 3701.996094
	Iteration 82Q: 3 clusters Score -1.049025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84640 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -10490242.000000 Penalty: 3701.996094
	Iteration 83Q: 3 clusters Score -1.049024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -10490246.000000 Penalty: 3701.996094
	Iteration 84Q: 3 clusters Score -1.049025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84643 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -10490242.000000 Penalty: 3701.996094
	Iteration 85Q: 3 clusters Score -1.049024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84646 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -10490238.000000 Penalty: 3701.996094
	Iteration 86Q: 3 clusters Score -1.049024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84647 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -10490241.000000 Penalty: 3701.996094
	Iteration 87Q: 3 clusters Score -1.049024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84648 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -10490242.000000 Penalty: 3701.996094
	Iteration 88Q: 3 clusters Score -1.049024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84647 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -10490246.000000 Penalty: 3701.996094
	Iteration 89Q: 3 clusters Score -1.049025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84647 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -10490246.000000 Penalty: 3701.996094
	Iteration 90F: 3 clusters Score -1.049025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Entering Unmasked Estep 
Score: -542619.625000 Penalty: 1379.763062
	Iteration 0F: 2 clusters Score -542619.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -538807.312500 Penalty: 2759.526123
	Iteration 0F: 3 clusters Score -538807.3 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -540024.125000 Penalty: 2759.526123
	Iteration 1F: 3 clusters Score -540024.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -540365.562500 Penalty: 2759.526123
	Iteration 2F: 3 clusters Score -540365.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -540685.875000 Penalty: 2759.526123
	Iteration 3F: 3 clusters Score -540685.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -541001.250000 Penalty: 2759.526123
	Iteration 4F: 3 clusters Score -541001.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -541267.750000 Penalty: 2759.526123
	Iteration 5F: 3 clusters Score -541267.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -541442.812500 Penalty: 2759.526123
	Iteration 6Q: 3 clusters Score -541442.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -541572.812500 Penalty: 2759.526123
	Iteration 7Q: 3 clusters Score -541572.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -541661.750000 Penalty: 2759.526123
	Iteration 8Q: 3 clusters Score -541661.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -541725.187500 Penalty: 2759.526123
	Iteration 9Q: 3 clusters Score -541725.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -541759.625000 Penalty: 2759.526123
	Iteration 10Q: 3 clusters Score -541759.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -541782.937500 Penalty: 2759.526123
	Iteration 11Q: 3 clusters Score -541782.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -541796.687500 Penalty: 2759.526123
	Iteration 12Q: 3 clusters Score -541796.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -541807.625000 Penalty: 2759.526123
	Iteration 13Q: 3 clusters Score -541807.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -541817.125000 Penalty: 2759.526123
	Iteration 14Q: 3 clusters Score -541817.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -541823.937500 Penalty: 2759.526123
	Iteration 15Q: 3 clusters Score -541823.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -541828.062500 Penalty: 2759.526123
	Iteration 16Q: 3 clusters Score -541828.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -541834.062500 Penalty: 2759.526123
	Iteration 17Q: 3 clusters Score -541834.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -541840.812500 Penalty: 2759.526123
	Iteration 18Q: 3 clusters Score -541840.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -541846.687500 Penalty: 2759.526123
	Iteration 19Q: 3 clusters Score -541846.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -541850.500000 Penalty: 2759.526123
	Iteration 20F: 3 clusters Score -541850.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -541858.875000 Penalty: 2759.526123
	Iteration 21Q: 3 clusters Score -541858.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -541866.875000 Penalty: 2759.526123
	Iteration 22Q: 3 clusters Score -541866.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -541874.437500 Penalty: 2759.526123
	Iteration 23Q: 3 clusters Score -541874.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -541882.937500 Penalty: 2759.526123
	Iteration 24Q: 3 clusters Score -541882.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -541889.250000 Penalty: 2759.526123
	Iteration 25Q: 3 clusters Score -541889.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -541895.687500 Penalty: 2759.526123
	Iteration 26Q: 3 clusters Score -541895.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -541898.125000 Penalty: 2759.526123
	Iteration 27Q: 3 clusters Score -541898.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -541899.812500 Penalty: 2759.526123
	Iteration 28Q: 3 clusters Score -541899.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -541900.125000 Penalty: 2759.526123
	Iteration 29Q: 3 clusters Score -541900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -541901.125000 Penalty: 2759.526123
	Iteration 30Q: 3 clusters Score -541901.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -541900.687500 Penalty: 2759.526123
	Iteration 31Q: 3 clusters Score -541900.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -541901.250000 Penalty: 2759.526123
	Iteration 32Q: 3 clusters Score -541901.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -541901.812500 Penalty: 2759.526123
	Iteration 33Q: 3 clusters Score -541901.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -541901.000000 Penalty: 2759.526123
	Iteration 34Q: 3 clusters Score -541901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -541902.500000 Penalty: 2759.526123
	Iteration 35Q: 3 clusters Score -541902.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -541901.875000 Penalty: 2759.526123
	Iteration 36Q: 3 clusters Score -541901.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -541901.875000 Penalty: 2759.526123
	Iteration 37F: 3 clusters Score -541901.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 30564 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130634 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 3196 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88500 members 
Mstep: Class 30 contains 4870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942048.000000 Penalty: 68979.507812
Iteration 285F: 32 clusters Score -1.08942e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 10058 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83341 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 30603 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 27166 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130636 members 
Mstep: Class 20 contains 12532 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10109 members 
Mstep: Class 25 contains 132759 members 
Mstep: Class 26 contains 3355 members 
Mstep: Class 27 contains 7139 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88359 members 
Mstep: Class 30 contains 4832 members 
Mstep: Class 31 contains 1929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942248.000000 Penalty: 68979.507812
Iteration 286Q: 32 clusters Score -1.089422e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85898 members 
Mstep: Class 2 contains 10060 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17739 members 
Mstep: Class 7 contains 27790 members 
Mstep: Class 8 contains 83343 members 
Mstep: Class 9 contains 33065 members 
Mstep: Class 10 contains 30580 members 
Mstep: Class 11 contains 4516 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 17581 members 
Mstep: Class 14 contains 303 members 
Mstep: Class 15 contains 90935 members 
Mstep: Class 16 contains 32165 members 
Mstep: Class 17 contains 7687 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130626 members 
Mstep: Class 20 contains 12534 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10105 members 
Mstep: Class 25 contains 132747 members 
Mstep: Class 26 contains 3462 members 
Mstep: Class 27 contains 7026 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88313 members 
Mstep: Class 30 contains 4804 members 
Mstep: Class 31 contains 2070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942416.000000 Penalty: 68979.507812
Iteration 287Q: 32 clusters Score -1.089424e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85893 members 
Mstep: Class 2 contains 10058 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4805 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17740 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 83347 members 
Mstep: Class 9 contains 33053 members 
Mstep: Class 10 contains 30559 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 17581 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90928 members 
Mstep: Class 16 contains 32160 members 
Mstep: Class 17 contains 7687 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130619 members 
Mstep: Class 20 contains 12539 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 10097 members 
Mstep: Class 25 contains 132741 members 
Mstep: Class 26 contains 3539 members 
Mstep: Class 27 contains 6953 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88292 members 
Mstep: Class 30 contains 4784 members 
Mstep: Class 31 contains 2172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942656.000000 Penalty: 68979.507812
Iteration 288Q: 32 clusters Score -1.089427e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85888 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 27793 members 
Mstep: Class 8 contains 83352 members 
Mstep: Class 9 contains 33038 members 
Mstep: Class 10 contains 30539 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 12 contains 27162 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90917 members 
Mstep: Class 16 contains 32162 members 
Mstep: Class 17 contains 7685 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130598 members 
Mstep: Class 20 contains 12542 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 5453 members 
Mstep: Class 24 contains 10089 members 
Mstep: Class 25 contains 132733 members 
Mstep: Class 26 contains 3588 members 
Mstep: Class 27 contains 6895 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88316 members 
Mstep: Class 30 contains 4766 members 
Mstep: Class 31 contains 2255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942760.000000 Penalty: 68979.507812
Iteration 289Q: 32 clusters Score -1.089428e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85889 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17736 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 83358 members 
Mstep: Class 9 contains 33028 members 
Mstep: Class 10 contains 30512 members 
Mstep: Class 11 contains 4520 members 
Mstep: Class 12 contains 27161 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90908 members 
Mstep: Class 16 contains 32170 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130588 members 
Mstep: Class 20 contains 12546 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5451 members 
Mstep: Class 24 contains 10083 members 
Mstep: Class 25 contains 132724 members 
Mstep: Class 26 contains 3634 members 
Mstep: Class 27 contains 6855 members 
Mstep: Class 28 contains 7276 members 
Mstep: Class 29 contains 88337 members 
Mstep: Class 30 contains 4748 members 
Mstep: Class 31 contains 2305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942712.000000 Penalty: 68979.507812
Iteration 290Q: 32 clusters Score -1.089427e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4800 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17733 members 
Mstep: Class 7 contains 27790 members 
Mstep: Class 8 contains 83363 members 
Mstep: Class 9 contains 33015 members 
Mstep: Class 10 contains 30499 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 12 contains 27160 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90897 members 
Mstep: Class 16 contains 32183 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130583 members 
Mstep: Class 20 contains 12553 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5451 members 
Mstep: Class 24 contains 10083 members 
Mstep: Class 25 contains 132719 members 
Mstep: Class 26 contains 3683 members 
Mstep: Class 27 contains 6829 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88346 members 
Mstep: Class 30 contains 4736 members 
Mstep: Class 31 contains 2334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942904.000000 Penalty: 68979.507812
Iteration 291Q: 32 clusters Score -1.089429e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85859 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17735 members 
Mstep: Class 7 contains 27791 members 
Mstep: Class 8 contains 83369 members 
Mstep: Class 9 contains 33007 members 
Mstep: Class 10 contains 30492 members 
Mstep: Class 11 contains 4520 members 
Mstep: Class 12 contains 27159 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90895 members 
Mstep: Class 16 contains 32185 members 
Mstep: Class 17 contains 7682 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130572 members 
Mstep: Class 20 contains 12558 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5451 members 
Mstep: Class 24 contains 10076 members 
Mstep: Class 25 contains 132705 members 
Mstep: Class 26 contains 3721 members 
Mstep: Class 27 contains 6814 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88365 members 
Mstep: Class 30 contains 4728 members 
Mstep: Class 31 contains 2354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942808.000000 Penalty: 68979.507812
Iteration 292Q: 32 clusters Score -1.089428e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85844 members 
Mstep: Class 2 contains 10064 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4790 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17734 members 
Mstep: Class 7 contains 27793 members 
Mstep: Class 8 contains 83367 members 
Mstep: Class 9 contains 32997 members 
Mstep: Class 10 contains 30476 members 
Mstep: Class 11 contains 4521 members 
Mstep: Class 12 contains 27157 members 
Mstep: Class 13 contains 17582 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90880 members 
Mstep: Class 16 contains 32196 members 
Mstep: Class 17 contains 7681 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 130574 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5451 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 132687 members 
Mstep: Class 26 contains 3763 members 
Mstep: Class 27 contains 6808 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88391 members 
Mstep: Class 30 contains 4718 members 
Mstep: Class 31 contains 2363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942856.000000 Penalty: 68979.507812
Iteration 293Q: 32 clusters Score -1.089429e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85828 members 
Mstep: Class 2 contains 10065 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17732 members 
Mstep: Class 7 contains 27796 members 
Mstep: Class 8 contains 83376 members 
Mstep: Class 9 contains 32983 members 
Mstep: Class 10 contains 30460 members 
Mstep: Class 11 contains 4522 members 
Mstep: Class 12 contains 27154 members 
Mstep: Class 13 contains 17588 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90876 members 
Mstep: Class 16 contains 32197 members 
Mstep: Class 17 contains 7681 members 
Mstep: Class 18 contains 3864 members 
Mstep: Class 19 contains 130559 members 
Mstep: Class 20 contains 12568 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5450 members 
Mstep: Class 24 contains 10058 members 
Mstep: Class 25 contains 132680 members 
Mstep: Class 26 contains 3808 members 
Mstep: Class 27 contains 6797 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88426 members 
Mstep: Class 30 contains 4706 members 
Mstep: Class 31 contains 2372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942904.000000 Penalty: 68979.507812
Iteration 294Q: 32 clusters Score -1.089429e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85815 members 
Mstep: Class 2 contains 10065 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17731 members 
Mstep: Class 7 contains 27799 members 
Mstep: Class 8 contains 83383 members 
Mstep: Class 9 contains 32966 members 
Mstep: Class 10 contains 30453 members 
Mstep: Class 11 contains 4521 members 
Mstep: Class 12 contains 27150 members 
Mstep: Class 13 contains 17588 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90868 members 
Mstep: Class 16 contains 32202 members 
Mstep: Class 17 contains 7679 members 
Mstep: Class 18 contains 3863 members 
Mstep: Class 19 contains 130554 members 
Mstep: Class 20 contains 12570 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5451 members 
Mstep: Class 24 contains 10054 members 
Mstep: Class 25 contains 132668 members 
Mstep: Class 26 contains 3844 members 
Mstep: Class 27 contains 6786 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88452 members 
Mstep: Class 30 contains 4702 members 
Mstep: Class 31 contains 2387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942888.000000 Penalty: 68979.507812
Iteration 295Q: 32 clusters Score -1.089429e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85807 members 
Mstep: Class 2 contains 10067 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17731 members 
Mstep: Class 7 contains 27800 members 
Mstep: Class 8 contains 83385 members 
Mstep: Class 9 contains 32953 members 
Mstep: Class 10 contains 30452 members 
Mstep: Class 11 contains 4522 members 
Mstep: Class 12 contains 27148 members 
Mstep: Class 13 contains 17589 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90857 members 
Mstep: Class 16 contains 32207 members 
Mstep: Class 17 contains 7675 members 
Mstep: Class 18 contains 3863 members 
Mstep: Class 19 contains 130548 members 
Mstep: Class 20 contains 12568 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5449 members 
Mstep: Class 24 contains 10052 members 
Mstep: Class 25 contains 132663 members 
Mstep: Class 26 contains 3880 members 
Mstep: Class 27 contains 6777 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88457 members 
Mstep: Class 30 contains 4698 members 
Mstep: Class 31 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942976.000000 Penalty: 68979.507812
Iteration 296Q: 32 clusters Score -1.08943e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85796 members 
Mstep: Class 2 contains 10066 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4787 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17729 members 
Mstep: Class 7 contains 27798 members 
Mstep: Class 8 contains 83393 members 
Mstep: Class 9 contains 32941 members 
Mstep: Class 10 contains 30453 members 
Mstep: Class 11 contains 4522 members 
Mstep: Class 12 contains 27142 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90849 members 
Mstep: Class 16 contains 32209 members 
Mstep: Class 17 contains 7674 members 
Mstep: Class 18 contains 3863 members 
Mstep: Class 19 contains 130543 members 
Mstep: Class 20 contains 12568 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5448 members 
Mstep: Class 24 contains 10051 members 
Mstep: Class 25 contains 132656 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 6772 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88472 members 
Mstep: Class 30 contains 4697 members 
Mstep: Class 31 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943000.000000 Penalty: 68979.507812
Iteration 297Q: 32 clusters Score -1.08943e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 10065 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17727 members 
Mstep: Class 7 contains 27799 members 
Mstep: Class 8 contains 83398 members 
Mstep: Class 9 contains 32930 members 
Mstep: Class 10 contains 30451 members 
Mstep: Class 11 contains 4523 members 
Mstep: Class 12 contains 27137 members 
Mstep: Class 13 contains 17591 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90835 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 3862 members 
Mstep: Class 19 contains 130540 members 
Mstep: Class 20 contains 12567 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 5445 members 
Mstep: Class 24 contains 10047 members 
Mstep: Class 25 contains 132648 members 
Mstep: Class 26 contains 3942 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 88497 members 
Mstep: Class 30 contains 4694 members 
Mstep: Class 31 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943072.000000 Penalty: 68979.507812
Iteration 298Q: 32 clusters Score -1.089431e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85780 members 
Mstep: Class 2 contains 10065 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17726 members 
Mstep: Class 7 contains 27798 members 
Mstep: Class 8 contains 83397 members 
Mstep: Class 9 contains 32923 members 
Mstep: Class 10 contains 30455 members 
Mstep: Class 11 contains 4523 members 
Mstep: Class 12 contains 27132 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90825 members 
Mstep: Class 16 contains 32216 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 3861 members 
Mstep: Class 19 contains 130536 members 
Mstep: Class 20 contains 12567 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 5444 members 
Mstep: Class 24 contains 10040 members 
Mstep: Class 25 contains 132644 members 
Mstep: Class 26 contains 3959 members 
Mstep: Class 27 contains 6767 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 88516 members 
Mstep: Class 30 contains 4706 members 
Mstep: Class 31 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942936.000000 Penalty: 68979.507812
Iteration 299Q: 32 clusters Score -1.089429e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85770 members 
Mstep: Class 2 contains 10065 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17725 members 
Mstep: Class 7 contains 27801 members 
Mstep: Class 8 contains 83398 members 
Mstep: Class 9 contains 32912 members 
Mstep: Class 10 contains 30458 members 
Mstep: Class 11 contains 4523 members 
Mstep: Class 12 contains 27129 members 
Mstep: Class 13 contains 17587 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90802 members 
Mstep: Class 16 contains 32217 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 3860 members 
Mstep: Class 19 contains 130536 members 
Mstep: Class 20 contains 12568 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 5444 members 
Mstep: Class 24 contains 10036 members 
Mstep: Class 25 contains 132645 members 
Mstep: Class 26 contains 3982 members 
Mstep: Class 27 contains 6767 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 88538 members 
Mstep: Class 30 contains 4705 members 
Mstep: Class 31 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943016.000000 Penalty: 68979.507812
Iteration 300F: 32 clusters Score -1.08943e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85755 members 
Mstep: Class 2 contains 10065 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17724 members 
Mstep: Class 7 contains 27804 members 
Mstep: Class 8 contains 83400 members 
Mstep: Class 9 contains 32908 members 
Mstep: Class 10 contains 30461 members 
Mstep: Class 11 contains 4523 members 
Mstep: Class 12 contains 27126 members 
Mstep: Class 13 contains 17585 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90781 members 
Mstep: Class 16 contains 32217 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130532 members 
Mstep: Class 20 contains 12566 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 5444 members 
Mstep: Class 24 contains 10031 members 
Mstep: Class 25 contains 132642 members 
Mstep: Class 26 contains 3995 members 
Mstep: Class 27 contains 6767 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 88583 members 
Mstep: Class 30 contains 4700 members 
Mstep: Class 31 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942984.000000 Penalty: 68979.507812
Iteration 301Q: 32 clusters Score -1.08943e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85736 members 
Mstep: Class 2 contains 10066 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17725 members 
Mstep: Class 7 contains 27805 members 
Mstep: Class 8 contains 83405 members 
Mstep: Class 9 contains 32906 members 
Mstep: Class 10 contains 30457 members 
Mstep: Class 11 contains 4524 members 
Mstep: Class 12 contains 27121 members 
Mstep: Class 13 contains 17583 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90767 members 
Mstep: Class 16 contains 32221 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130521 members 
Mstep: Class 20 contains 12567 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 5444 members 
Mstep: Class 24 contains 10027 members 
Mstep: Class 25 contains 132647 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 6767 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 88617 members 
Mstep: Class 30 contains 4695 members 
Mstep: Class 31 contains 2410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942832.000000 Penalty: 68979.507812
Iteration 302Q: 32 clusters Score -1.089428e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85725 members 
Mstep: Class 2 contains 10069 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4778 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17725 members 
Mstep: Class 7 contains 27806 members 
Mstep: Class 8 contains 83409 members 
Mstep: Class 9 contains 32904 members 
Mstep: Class 10 contains 30459 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 27116 members 
Mstep: Class 13 contains 17583 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90757 members 
Mstep: Class 16 contains 32222 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130515 members 
Mstep: Class 20 contains 12567 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 5444 members 
Mstep: Class 24 contains 10025 members 
Mstep: Class 25 contains 132648 members 
Mstep: Class 26 contains 4032 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 88620 members 
Mstep: Class 30 contains 4697 members 
Mstep: Class 31 contains 2410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942808.000000 Penalty: 68979.507812
Iteration 303Q: 32 clusters Score -1.089428e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85715 members 
Mstep: Class 2 contains 10071 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4778 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17722 members 
Mstep: Class 7 contains 27809 members 
Mstep: Class 8 contains 83410 members 
Mstep: Class 9 contains 32898 members 
Mstep: Class 10 contains 30465 members 
Mstep: Class 11 contains 4524 members 
Mstep: Class 12 contains 27110 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90746 members 
Mstep: Class 16 contains 32223 members 
Mstep: Class 17 contains 7672 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130501 members 
Mstep: Class 20 contains 12568 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 10021 members 
Mstep: Class 25 contains 132649 members 
Mstep: Class 26 contains 4051 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 88634 members 
Mstep: Class 30 contains 4709 members 
Mstep: Class 31 contains 2410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942752.000000 Penalty: 68979.507812
Iteration 304Q: 32 clusters Score -1.089428e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85704 members 
Mstep: Class 2 contains 10071 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4777 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17721 members 
Mstep: Class 7 contains 27810 members 
Mstep: Class 8 contains 83413 members 
Mstep: Class 9 contains 32890 members 
Mstep: Class 10 contains 30470 members 
Mstep: Class 11 contains 4524 members 
Mstep: Class 12 contains 27105 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90729 members 
Mstep: Class 16 contains 32221 members 
Mstep: Class 17 contains 7671 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130502 members 
Mstep: Class 20 contains 12569 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 10013 members 
Mstep: Class 25 contains 132648 members 
Mstep: Class 26 contains 4062 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88663 members 
Mstep: Class 30 contains 4715 members 
Mstep: Class 31 contains 2411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942648.000000 Penalty: 68979.507812
Iteration 305Q: 32 clusters Score -1.089426e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85691 members 
Mstep: Class 2 contains 10073 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4776 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17718 members 
Mstep: Class 7 contains 27812 members 
Mstep: Class 8 contains 83414 members 
Mstep: Class 9 contains 32885 members 
Mstep: Class 10 contains 30475 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 27097 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90710 members 
Mstep: Class 16 contains 32220 members 
Mstep: Class 17 contains 7669 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130497 members 
Mstep: Class 20 contains 12573 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 10005 members 
Mstep: Class 25 contains 132648 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 7277 members 
Mstep: Class 29 contains 88705 members 
Mstep: Class 30 contains 4714 members 
Mstep: Class 31 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942728.000000 Penalty: 68979.507812
Iteration 306Q: 32 clusters Score -1.089427e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 10075 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4778 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17718 members 
Mstep: Class 7 contains 27816 members 
Mstep: Class 8 contains 83412 members 
Mstep: Class 9 contains 32883 members 
Mstep: Class 10 contains 30478 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 27095 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90697 members 
Mstep: Class 16 contains 32220 members 
Mstep: Class 17 contains 7668 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130494 members 
Mstep: Class 20 contains 12574 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9999 members 
Mstep: Class 25 contains 132646 members 
Mstep: Class 26 contains 4071 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 7276 members 
Mstep: Class 29 contains 88728 members 
Mstep: Class 30 contains 4714 members 
Mstep: Class 31 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942624.000000 Penalty: 68979.507812
Iteration 307Q: 32 clusters Score -1.089426e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85674 members 
Mstep: Class 2 contains 10079 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4781 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17716 members 
Mstep: Class 7 contains 27816 members 
Mstep: Class 8 contains 83410 members 
Mstep: Class 9 contains 32882 members 
Mstep: Class 10 contains 30478 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 27092 members 
Mstep: Class 13 contains 17583 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90687 members 
Mstep: Class 16 contains 32221 members 
Mstep: Class 17 contains 7665 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130488 members 
Mstep: Class 20 contains 12576 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9995 members 
Mstep: Class 25 contains 132650 members 
Mstep: Class 26 contains 4075 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 7276 members 
Mstep: Class 29 contains 88748 members 
Mstep: Class 30 contains 4714 members 
Mstep: Class 31 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942688.000000 Penalty: 68979.507812
Iteration 308Q: 32 clusters Score -1.089427e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 10082 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17714 members 
Mstep: Class 7 contains 27819 members 
Mstep: Class 8 contains 83412 members 
Mstep: Class 9 contains 32880 members 
Mstep: Class 10 contains 30476 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 27090 members 
Mstep: Class 13 contains 17582 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90680 members 
Mstep: Class 16 contains 32221 members 
Mstep: Class 17 contains 7662 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130482 members 
Mstep: Class 20 contains 12577 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9992 members 
Mstep: Class 25 contains 132651 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 7276 members 
Mstep: Class 29 contains 88761 members 
Mstep: Class 30 contains 4716 members 
Mstep: Class 31 contains 2413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942624.000000 Penalty: 68979.507812
Iteration 309Q: 32 clusters Score -1.089426e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85662 members 
Mstep: Class 2 contains 10081 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17713 members 
Mstep: Class 7 contains 27823 members 
Mstep: Class 8 contains 83412 members 
Mstep: Class 9 contains 32879 members 
Mstep: Class 10 contains 30476 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 27087 members 
Mstep: Class 13 contains 17581 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90675 members 
Mstep: Class 16 contains 32222 members 
Mstep: Class 17 contains 7660 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130479 members 
Mstep: Class 20 contains 12581 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9992 members 
Mstep: Class 25 contains 132653 members 
Mstep: Class 26 contains 4080 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 7276 members 
Mstep: Class 29 contains 88769 members 
Mstep: Class 30 contains 4715 members 
Mstep: Class 31 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942624.000000 Penalty: 68979.507812
Iteration 310Q: 32 clusters Score -1.089426e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 10080 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17711 members 
Mstep: Class 7 contains 27825 members 
Mstep: Class 8 contains 83412 members 
Mstep: Class 9 contains 32879 members 
Mstep: Class 10 contains 30476 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 27084 members 
Mstep: Class 13 contains 17582 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90666 members 
Mstep: Class 16 contains 32220 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130474 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 132661 members 
Mstep: Class 26 contains 4082 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 7276 members 
Mstep: Class 29 contains 88778 members 
Mstep: Class 30 contains 4720 members 
Mstep: Class 31 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942592.000000 Penalty: 68979.507812
Iteration 311Q: 32 clusters Score -1.089426e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 10080 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17710 members 
Mstep: Class 7 contains 27828 members 
Mstep: Class 8 contains 83410 members 
Mstep: Class 9 contains 32879 members 
Mstep: Class 10 contains 30478 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 27081 members 
Mstep: Class 13 contains 17582 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90658 members 
Mstep: Class 16 contains 32220 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130471 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 132662 members 
Mstep: Class 26 contains 4086 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 7276 members 
Mstep: Class 29 contains 88788 members 
Mstep: Class 30 contains 4719 members 
Mstep: Class 31 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942704.000000 Penalty: 68979.507812
Iteration 312Q: 32 clusters Score -1.089427e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 10080 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4792 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17709 members 
Mstep: Class 7 contains 27831 members 
Mstep: Class 8 contains 83410 members 
Mstep: Class 9 contains 32879 members 
Mstep: Class 10 contains 30479 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 27080 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90642 members 
Mstep: Class 16 contains 32220 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130465 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 132667 members 
Mstep: Class 26 contains 4093 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 7275 members 
Mstep: Class 29 contains 88804 members 
Mstep: Class 30 contains 4717 members 
Mstep: Class 31 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942680.000000 Penalty: 68979.507812
Iteration 313Q: 32 clusters Score -1.089427e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 10080 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17705 members 
Mstep: Class 7 contains 27834 members 
Mstep: Class 8 contains 83405 members 
Mstep: Class 9 contains 32879 members 
Mstep: Class 10 contains 30479 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27081 members 
Mstep: Class 13 contains 17581 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90636 members 
Mstep: Class 16 contains 32222 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130460 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9988 members 
Mstep: Class 25 contains 132664 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 7273 members 
Mstep: Class 29 contains 88822 members 
Mstep: Class 30 contains 4719 members 
Mstep: Class 31 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942640.000000 Penalty: 68979.507812
Iteration 314Q: 32 clusters Score -1.089426e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 10080 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17702 members 
Mstep: Class 7 contains 27841 members 
Mstep: Class 8 contains 83399 members 
Mstep: Class 9 contains 32879 members 
Mstep: Class 10 contains 30476 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27081 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90628 members 
Mstep: Class 16 contains 32224 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130454 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9983 members 
Mstep: Class 25 contains 132665 members 
Mstep: Class 26 contains 4097 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 7271 members 
Mstep: Class 29 contains 88836 members 
Mstep: Class 30 contains 4721 members 
Mstep: Class 31 contains 2415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942648.000000 Penalty: 68979.507812
Iteration 315Q: 32 clusters Score -1.089426e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85640 members 
Mstep: Class 2 contains 10080 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17702 members 
Mstep: Class 7 contains 27845 members 
Mstep: Class 8 contains 83397 members 
Mstep: Class 9 contains 32879 members 
Mstep: Class 10 contains 30465 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27084 members 
Mstep: Class 13 contains 17585 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90615 members 
Mstep: Class 16 contains 32225 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130448 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9982 members 
Mstep: Class 25 contains 132668 members 
Mstep: Class 26 contains 4102 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 7271 members 
Mstep: Class 29 contains 88851 members 
Mstep: Class 30 contains 4721 members 
Mstep: Class 31 contains 2418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942576.000000 Penalty: 68979.507812
Iteration 316Q: 32 clusters Score -1.089426e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 10080 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17702 members 
Mstep: Class 7 contains 27848 members 
Mstep: Class 8 contains 83396 members 
Mstep: Class 9 contains 32879 members 
Mstep: Class 10 contains 30459 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27084 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90602 members 
Mstep: Class 16 contains 32225 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 130450 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9978 members 
Mstep: Class 25 contains 132669 members 
Mstep: Class 26 contains 4105 members 
Mstep: Class 27 contains 6765 members 
Mstep: Class 28 contains 7271 members 
Mstep: Class 29 contains 88867 members 
Mstep: Class 30 contains 4720 members 
Mstep: Class 31 contains 2421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942648.000000 Penalty: 68979.507812
Iteration 317Q: 32 clusters Score -1.089426e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 10080 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17700 members 
Mstep: Class 7 contains 27849 members 
Mstep: Class 8 contains 83394 members 
Mstep: Class 9 contains 32879 members 
Mstep: Class 10 contains 30456 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 27083 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90591 members 
Mstep: Class 16 contains 32227 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 3858 members 
Mstep: Class 19 contains 130448 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9975 members 
Mstep: Class 25 contains 132668 members 
Mstep: Class 26 contains 4107 members 
Mstep: Class 27 contains 6764 members 
Mstep: Class 28 contains 7271 members 
Mstep: Class 29 contains 88889 members 
Mstep: Class 30 contains 4719 members 
Mstep: Class 31 contains 2424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942624.000000 Penalty: 68979.507812
Iteration 318Q: 32 clusters Score -1.089426e+08 nChanged 64
Entering ConstructFrom: 
Score: -108942624.000000 Penalty: 68979.507812
Entering ConstructFrom: 
Trying to split cluster 1 (85634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Entering Unmasked Estep 
Score: -10906171.000000 Penalty: 1845.648682
	Iteration 0F: 2 clusters Score -1.090617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -10850013.000000 Penalty: 3691.297363
	Iteration 0F: 3 clusters Score -1.085001e+07 nChanged 40653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -10873549.000000 Penalty: 3691.297363
	Iteration 1F: 3 clusters Score -1.087355e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -10874382.000000 Penalty: 3691.297363
	Iteration 2Q: 3 clusters Score -1.087438e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -10875603.000000 Penalty: 3691.297363
	Iteration 3Q: 3 clusters Score -1.08756e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -10877217.000000 Penalty: 3691.297363
	Iteration 4Q: 3 clusters Score -1.087722e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -10879353.000000 Penalty: 3691.297363
	Iteration 5F: 3 clusters Score -1.087935e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -10881978.000000 Penalty: 3691.297363
	Iteration 6F: 3 clusters Score -1.088198e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -10884945.000000 Penalty: 3691.297363
	Iteration 7F: 3 clusters Score -1.088494e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -10888617.000000 Penalty: 3691.297363
	Iteration 8F: 3 clusters Score -1.088862e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -10892672.000000 Penalty: 3691.297363
	Iteration 9F: 3 clusters Score -1.089267e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -10896725.000000 Penalty: 3691.297363
	Iteration 10Q: 3 clusters Score -1.089672e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -10900082.000000 Penalty: 3691.297363
	Iteration 11Q: 3 clusters Score -1.090008e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -10902020.000000 Penalty: 3691.297363
	Iteration 12Q: 3 clusters Score -1.090202e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -10903014.000000 Penalty: 3691.297363
	Iteration 13Q: 3 clusters Score -1.090301e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79154 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -10903630.000000 Penalty: 3691.297363
	Iteration 14Q: 3 clusters Score -1.090363e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -10903920.000000 Penalty: 3691.297363
	Iteration 15Q: 3 clusters Score -1.090392e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -10904203.000000 Penalty: 3691.297363
	Iteration 16Q: 3 clusters Score -1.09042e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -10904428.000000 Penalty: 3691.297363
	Iteration 17Q: 3 clusters Score -1.090443e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -10904544.000000 Penalty: 3691.297363
	Iteration 18Q: 3 clusters Score -1.090454e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -10904680.000000 Penalty: 3691.297363
	Iteration 19Q: 3 clusters Score -1.090468e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -10904740.000000 Penalty: 3691.297363
	Iteration 20F: 3 clusters Score -1.090474e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82420 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -10904813.000000 Penalty: 3691.297363
	Iteration 21Q: 3 clusters Score -1.090481e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82617 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -10904884.000000 Penalty: 3691.297363
	Iteration 22Q: 3 clusters Score -1.090488e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82782 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -10904914.000000 Penalty: 3691.297363
	Iteration 23Q: 3 clusters Score -1.090491e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82936 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -10904945.000000 Penalty: 3691.297363
	Iteration 24Q: 3 clusters Score -1.090494e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -10904962.000000 Penalty: 3691.297363
	Iteration 25Q: 3 clusters Score -1.090496e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -10904977.000000 Penalty: 3691.297363
	Iteration 26Q: 3 clusters Score -1.090498e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83249 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -10904983.000000 Penalty: 3691.297363
	Iteration 27Q: 3 clusters Score -1.090498e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -10904972.000000 Penalty: 3691.297363
	Iteration 28Q: 3 clusters Score -1.090497e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83385 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -10905001.000000 Penalty: 3691.297363
	Iteration 29Q: 3 clusters Score -1.0905e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83435 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -10905012.000000 Penalty: 3691.297363
	Iteration 30Q: 3 clusters Score -1.090501e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83474 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -10905020.000000 Penalty: 3691.297363
	Iteration 31Q: 3 clusters Score -1.090502e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83505 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -10905016.000000 Penalty: 3691.297363
	Iteration 32Q: 3 clusters Score -1.090502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83524 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -10905025.000000 Penalty: 3691.297363
	Iteration 33Q: 3 clusters Score -1.090502e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -10905029.000000 Penalty: 3691.297363
	Iteration 34Q: 3 clusters Score -1.090503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -10905033.000000 Penalty: 3691.297363
	Iteration 35Q: 3 clusters Score -1.090503e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83586 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -10905038.000000 Penalty: 3691.297363
	Iteration 36Q: 3 clusters Score -1.090504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -10905034.000000 Penalty: 3691.297363
	Iteration 37Q: 3 clusters Score -1.090503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -10905035.000000 Penalty: 3691.297363
	Iteration 38Q: 3 clusters Score -1.090504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -10905036.000000 Penalty: 3691.297363
	Iteration 39Q: 3 clusters Score -1.090504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83618 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -10905050.000000 Penalty: 3691.297363
	Iteration 40F: 3 clusters Score -1.090505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83626 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -10905053.000000 Penalty: 3691.297363
	Iteration 41Q: 3 clusters Score -1.090505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -10905050.000000 Penalty: 3691.297363
	Iteration 42Q: 3 clusters Score -1.090505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83641 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -10905054.000000 Penalty: 3691.297363
	Iteration 43Q: 3 clusters Score -1.090505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -10905051.000000 Penalty: 3691.297363
	Iteration 44Q: 3 clusters Score -1.090505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -10905066.000000 Penalty: 3691.297363
	Iteration 45Q: 3 clusters Score -1.090507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83656 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -10905062.000000 Penalty: 3691.297363
	Iteration 46Q: 3 clusters Score -1.090506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -10905069.000000 Penalty: 3691.297363
	Iteration 47Q: 3 clusters Score -1.090507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -10905069.000000 Penalty: 3691.297363
	Iteration 48F: 3 clusters Score -1.090507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Entering Unmasked Estep 
Score: -1272484.125000 Penalty: 1497.975098
	Iteration 0F: 2 clusters Score -1272484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1265283.625000 Penalty: 2995.950195
	Iteration 0F: 3 clusters Score -1265284 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1267690.000000 Penalty: 2995.950195
	Iteration 1F: 3 clusters Score -1267690 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1267953.000000 Penalty: 2995.950195
	Iteration 2F: 3 clusters Score -1267953 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1268200.250000 Penalty: 2995.950195
	Iteration 3F: 3 clusters Score -1268200 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1268433.250000 Penalty: 2995.950195
	Iteration 4Q: 3 clusters Score -1268433 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1268660.875000 Penalty: 2995.950195
	Iteration 5Q: 3 clusters Score -1268661 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1268899.125000 Penalty: 2995.950195
	Iteration 6Q: 3 clusters Score -1268899 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1269184.500000 Penalty: 2995.950195
	Iteration 7Q: 3 clusters Score -1269184 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1269481.500000 Penalty: 2995.950195
	Iteration 8Q: 3 clusters Score -1269482 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1269749.250000 Penalty: 2995.950195
	Iteration 9Q: 3 clusters Score -1269749 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1270015.625000 Penalty: 2995.950195
	Iteration 10Q: 3 clusters Score -1270016 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1270244.125000 Penalty: 2995.950195
	Iteration 11Q: 3 clusters Score -1270244 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1270410.000000 Penalty: 2995.950195
	Iteration 12Q: 3 clusters Score -1270410 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1270510.125000 Penalty: 2995.950195
	Iteration 13Q: 3 clusters Score -1270510 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1270583.875000 Penalty: 2995.950195
	Iteration 14Q: 3 clusters Score -1270584 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1270658.000000 Penalty: 2995.950195
	Iteration 15Q: 3 clusters Score -1270658 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1270738.125000 Penalty: 2995.950195
	Iteration 16Q: 3 clusters Score -1270738 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1270809.875000 Penalty: 2995.950195
	Iteration 17Q: 3 clusters Score -1270810 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1270876.750000 Penalty: 2995.950195
	Iteration 18Q: 3 clusters Score -1270877 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1270938.750000 Penalty: 2995.950195
	Iteration 19Q: 3 clusters Score -1270939 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1270988.375000 Penalty: 2995.950195
	Iteration 20F: 3 clusters Score -1270988 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1271033.500000 Penalty: 2995.950195
	Iteration 21Q: 3 clusters Score -1271034 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1271077.250000 Penalty: 2995.950195
	Iteration 22Q: 3 clusters Score -1271077 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1271118.500000 Penalty: 2995.950195
	Iteration 23Q: 3 clusters Score -1271118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1271152.750000 Penalty: 2995.950195
	Iteration 24Q: 3 clusters Score -1271153 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1271183.375000 Penalty: 2995.950195
	Iteration 25Q: 3 clusters Score -1271183 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1271211.500000 Penalty: 2995.950195
	Iteration 26Q: 3 clusters Score -1271212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1271229.625000 Penalty: 2995.950195
	Iteration 27Q: 3 clusters Score -1271230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1271243.125000 Penalty: 2995.950195
	Iteration 28Q: 3 clusters Score -1271243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1271253.625000 Penalty: 2995.950195
	Iteration 29Q: 3 clusters Score -1271254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1271260.500000 Penalty: 2995.950195
	Iteration 30Q: 3 clusters Score -1271260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1271267.375000 Penalty: 2995.950195
	Iteration 31Q: 3 clusters Score -1271267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1271275.625000 Penalty: 2995.950195
	Iteration 32Q: 3 clusters Score -1271276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1271280.750000 Penalty: 2995.950195
	Iteration 33Q: 3 clusters Score -1271281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1271285.500000 Penalty: 2995.950195
	Iteration 34Q: 3 clusters Score -1271286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1271287.750000 Penalty: 2995.950195
	Iteration 35Q: 3 clusters Score -1271288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1271292.625000 Penalty: 2995.950195
	Iteration 36Q: 3 clusters Score -1271293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1271296.125000 Penalty: 2995.950195
	Iteration 37Q: 3 clusters Score -1271296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1271296.500000 Penalty: 2995.950195
	Iteration 38Q: 3 clusters Score -1271296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1271298.750000 Penalty: 2995.950195
	Iteration 39Q: 3 clusters Score -1271299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1271299.375000 Penalty: 2995.950195
	Iteration 40F: 3 clusters Score -1271299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1271301.000000 Penalty: 2995.950195
	Iteration 41Q: 3 clusters Score -1271301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1271299.750000 Penalty: 2995.950195
	Iteration 42Q: 3 clusters Score -1271300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1271301.375000 Penalty: 2995.950195
	Iteration 43Q: 3 clusters Score -1271301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1271305.000000 Penalty: 2995.950195
	Iteration 44Q: 3 clusters Score -1271305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1271306.250000 Penalty: 2995.950195
	Iteration 45Q: 3 clusters Score -1271306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1271305.750000 Penalty: 2995.950195
	Iteration 46Q: 3 clusters Score -1271306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1271305.375000 Penalty: 2995.950195
	Iteration 47Q: 3 clusters Score -1271305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1271306.250000 Penalty: 2995.950195
	Iteration 48Q: 3 clusters Score -1271306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1271309.750000 Penalty: 2995.950195
	Iteration 49Q: 3 clusters Score -1271310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1271316.125000 Penalty: 2995.950195
	Iteration 50Q: 3 clusters Score -1271316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1271316.250000 Penalty: 2995.950195
	Iteration 51Q: 3 clusters Score -1271316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1271323.125000 Penalty: 2995.950195
	Iteration 52Q: 3 clusters Score -1271323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1271328.500000 Penalty: 2995.950195
	Iteration 53Q: 3 clusters Score -1271328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1271334.625000 Penalty: 2995.950195
	Iteration 54Q: 3 clusters Score -1271335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1271335.875000 Penalty: 2995.950195
	Iteration 55Q: 3 clusters Score -1271336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1271338.250000 Penalty: 2995.950195
	Iteration 56Q: 3 clusters Score -1271338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1271342.875000 Penalty: 2995.950195
	Iteration 57Q: 3 clusters Score -1271343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1271342.000000 Penalty: 2995.950195
	Iteration 58Q: 3 clusters Score -1271342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1271342.000000 Penalty: 2995.950195
	Iteration 59F: 3 clusters Score -1271342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -166880.531250 Penalty: 1175.788086
	Iteration 0F: 2 clusters Score -166880.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -165201.046875 Penalty: 2351.576172
	Iteration 0F: 3 clusters Score -165201 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -165539.515625 Penalty: 2351.576172
	Iteration 1F: 3 clusters Score -165539.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165622.937500 Penalty: 2351.576172
	Iteration 2F: 3 clusters Score -165622.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -165669.078125 Penalty: 2351.576172
	Iteration 3Q: 3 clusters Score -165669.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -165701.453125 Penalty: 2351.576172
	Iteration 4Q: 3 clusters Score -165701.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -165728.562500 Penalty: 2351.576172
	Iteration 5Q: 3 clusters Score -165728.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -165739.671875 Penalty: 2351.576172
	Iteration 6Q: 3 clusters Score -165739.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -165745.593750 Penalty: 2351.576172
	Iteration 7Q: 3 clusters Score -165745.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -165750.484375 Penalty: 2351.576172
	Iteration 8Q: 3 clusters Score -165750.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -165756.203125 Penalty: 2351.576172
	Iteration 9Q: 3 clusters Score -165756.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -165759.828125 Penalty: 2351.576172
	Iteration 10Q: 3 clusters Score -165759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -165761.296875 Penalty: 2351.576172
	Iteration 11Q: 3 clusters Score -165761.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -165761.843750 Penalty: 2351.576172
	Iteration 12Q: 3 clusters Score -165761.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -165761.843750 Penalty: 2351.576172
	Iteration 13F: 3 clusters Score -165761.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Entering Unmasked Estep 
Score: -547610.875000 Penalty: 1377.376465
	Iteration 0F: 2 clusters Score -547610.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -543829.062500 Penalty: 2754.752930
	Iteration 0F: 3 clusters Score -543829.1 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -544994.750000 Penalty: 2754.752930
	Iteration 1F: 3 clusters Score -544994.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -545207.375000 Penalty: 2754.752930
	Iteration 2F: 3 clusters Score -545207.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -545357.187500 Penalty: 2754.752930
	Iteration 3F: 3 clusters Score -545357.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -545474.125000 Penalty: 2754.752930
	Iteration 4Q: 3 clusters Score -545474.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -545578.312500 Penalty: 2754.752930
	Iteration 5Q: 3 clusters Score -545578.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -545680.937500 Penalty: 2754.752930
	Iteration 6Q: 3 clusters Score -545680.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -545789.750000 Penalty: 2754.752930
	Iteration 7Q: 3 clusters Score -545789.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -545884.375000 Penalty: 2754.752930
	Iteration 8Q: 3 clusters Score -545884.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -545967.125000 Penalty: 2754.752930
	Iteration 9Q: 3 clusters Score -545967.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -546045.500000 Penalty: 2754.752930
	Iteration 10Q: 3 clusters Score -546045.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -546088.250000 Penalty: 2754.752930
	Iteration 11Q: 3 clusters Score -546088.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -546125.000000 Penalty: 2754.752930
	Iteration 12Q: 3 clusters Score -546125 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -546168.125000 Penalty: 2754.752930
	Iteration 13Q: 3 clusters Score -546168.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -546207.562500 Penalty: 2754.752930
	Iteration 14Q: 3 clusters Score -546207.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -546242.312500 Penalty: 2754.752930
	Iteration 15Q: 3 clusters Score -546242.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -546272.062500 Penalty: 2754.752930
	Iteration 16Q: 3 clusters Score -546272.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -546292.875000 Penalty: 2754.752930
	Iteration 17Q: 3 clusters Score -546292.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -546306.500000 Penalty: 2754.752930
	Iteration 18Q: 3 clusters Score -546306.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -546314.187500 Penalty: 2754.752930
	Iteration 19Q: 3 clusters Score -546314.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -546322.687500 Penalty: 2754.752930
	Iteration 20F: 3 clusters Score -546322.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -546329.312500 Penalty: 2754.752930
	Iteration 21Q: 3 clusters Score -546329.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -546338.125000 Penalty: 2754.752930
	Iteration 22Q: 3 clusters Score -546338.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -546347.937500 Penalty: 2754.752930
	Iteration 23Q: 3 clusters Score -546347.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -546355.062500 Penalty: 2754.752930
	Iteration 24Q: 3 clusters Score -546355.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -546363.062500 Penalty: 2754.752930
	Iteration 25Q: 3 clusters Score -546363.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -546371.062500 Penalty: 2754.752930
	Iteration 26Q: 3 clusters Score -546371.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -546374.125000 Penalty: 2754.752930
	Iteration 27Q: 3 clusters Score -546374.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -546379.937500 Penalty: 2754.752930
	Iteration 28Q: 3 clusters Score -546379.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -546383.125000 Penalty: 2754.752930
	Iteration 29Q: 3 clusters Score -546383.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -546386.500000 Penalty: 2754.752930
	Iteration 30Q: 3 clusters Score -546386.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -546388.375000 Penalty: 2754.752930
	Iteration 31Q: 3 clusters Score -546388.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -546391.250000 Penalty: 2754.752930
	Iteration 32Q: 3 clusters Score -546391.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -546392.312500 Penalty: 2754.752930
	Iteration 33Q: 3 clusters Score -546392.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -546393.687500 Penalty: 2754.752930
	Iteration 34Q: 3 clusters Score -546393.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -546394.000000 Penalty: 2754.752930
	Iteration 35Q: 3 clusters Score -546394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -546396.875000 Penalty: 2754.752930
	Iteration 36Q: 3 clusters Score -546396.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -546396.750000 Penalty: 2754.752930
	Iteration 37Q: 3 clusters Score -546396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -546397.437500 Penalty: 2754.752930
	Iteration 38Q: 3 clusters Score -546397.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -546400.812500 Penalty: 2754.752930
	Iteration 39Q: 3 clusters Score -546400.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -546401.625000 Penalty: 2754.752930
	Iteration 40F: 3 clusters Score -546401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -546404.250000 Penalty: 2754.752930
	Iteration 41Q: 3 clusters Score -546404.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -546407.250000 Penalty: 2754.752930
	Iteration 42Q: 3 clusters Score -546407.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -546408.062500 Penalty: 2754.752930
	Iteration 43Q: 3 clusters Score -546408.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -546409.750000 Penalty: 2754.752930
	Iteration 44Q: 3 clusters Score -546409.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -546412.375000 Penalty: 2754.752930
	Iteration 45Q: 3 clusters Score -546412.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -546415.187500 Penalty: 2754.752930
	Iteration 46Q: 3 clusters Score -546415.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -546419.312500 Penalty: 2754.752930
	Iteration 47Q: 3 clusters Score -546419.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -546422.625000 Penalty: 2754.752930
	Iteration 48Q: 3 clusters Score -546422.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -546425.000000 Penalty: 2754.752930
	Iteration 49Q: 3 clusters Score -546425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -546426.625000 Penalty: 2754.752930
	Iteration 50Q: 3 clusters Score -546426.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -546427.875000 Penalty: 2754.752930
	Iteration 51Q: 3 clusters Score -546427.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -546429.562500 Penalty: 2754.752930
	Iteration 52Q: 3 clusters Score -546429.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -546432.500000 Penalty: 2754.752930
	Iteration 53Q: 3 clusters Score -546432.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -546434.312500 Penalty: 2754.752930
	Iteration 54Q: 3 clusters Score -546434.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -546436.687500 Penalty: 2754.752930
	Iteration 55Q: 3 clusters Score -546436.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -546440.437500 Penalty: 2754.752930
	Iteration 56Q: 3 clusters Score -546440.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -546442.937500 Penalty: 2754.752930
	Iteration 57Q: 3 clusters Score -546442.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -546444.625000 Penalty: 2754.752930
	Iteration 58Q: 3 clusters Score -546444.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -546443.500000 Penalty: 2754.752930
	Iteration 59Q: 3 clusters Score -546443.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -546445.625000 Penalty: 2754.752930
	Iteration 60F: 3 clusters Score -546445.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -546445.812500 Penalty: 2754.752930
	Iteration 61Q: 3 clusters Score -546445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -546445.437500 Penalty: 2754.752930
	Iteration 62Q: 3 clusters Score -546445.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -546445.812500 Penalty: 2754.752930
	Iteration 63Q: 3 clusters Score -546445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -546445.625000 Penalty: 2754.752930
	Iteration 64Q: 3 clusters Score -546445.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -546445.437500 Penalty: 2754.752930
	Iteration 65Q: 3 clusters Score -546445.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -546445.437500 Penalty: 2754.752930
	Iteration 66F: 3 clusters Score -546445.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -28684.953125 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -28684.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27970.724609 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -27970.72 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28291.996094 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -28292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28456.609375 Penalty: 1876.729248
	Iteration 2F: 3 clusters Score -28456.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28588.107422 Penalty: 1876.729248
	Iteration 3F: 3 clusters Score -28588.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28753.738281 Penalty: 1876.729248
	Iteration 4F: 3 clusters Score -28753.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28940.380859 Penalty: 1876.729248
	Iteration 5F: 3 clusters Score -28940.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29130.826172 Penalty: 1876.729248
	Iteration 6F: 3 clusters Score -29130.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29358.517578 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -29358.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29565.712891 Penalty: 1876.729248
	Iteration 8Q: 3 clusters Score -29565.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29694.716797 Penalty: 1876.729248
	Iteration 9Q: 3 clusters Score -29694.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29846.583984 Penalty: 1876.729248
	Iteration 10Q: 3 clusters Score -29846.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29868.275391 Penalty: 1876.729248
	Iteration 11Q: 3 clusters Score -29868.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29873.550781 Penalty: 1876.729248
	Iteration 12Q: 3 clusters Score -29873.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29873.550781 Penalty: 1876.729248
	Iteration 13F: 3 clusters Score -29873.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 10080 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 150 members 
Mstep: Class 6 contains 17700 members 
Mstep: Class 7 contains 27854 members 
Mstep: Class 8 contains 83392 members 
Mstep: Class 9 contains 32879 members 
Mstep: Class 10 contains 30452 members 
Mstep: Class 11 contains 4529 members 
Mstep: Class 12 contains 27082 members 
Mstep: Class 13 contains 17583 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90584 members 
Mstep: Class 16 contains 32227 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 3857 members 
Mstep: Class 19 contains 130444 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9972 members 
Mstep: Class 25 contains 132666 members 
Mstep: Class 26 contains 4106 members 
Mstep: Class 27 contains 6763 members 
Mstep: Class 28 contains 7271 members 
Mstep: Class 29 contains 88896 members 
Mstep: Class 30 contains 4727 members 
Mstep: Class 31 contains 2430 members 
Mstep: Class 32 contains 172 members 
Entering Unmasked Estep 
Score: -108942616.000000 Penalty: 71204.648438
Splitting cluster 5 changes total score from -108942624.000000 to -108942616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Entering Unmasked Estep 
Score: -2220027.250000 Penalty: 1589.464478
	Iteration 0F: 2 clusters Score -2220027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2207860.250000 Penalty: 3178.928955
	Iteration 0F: 3 clusters Score -2207860 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2212103.500000 Penalty: 3178.928955
	Iteration 1F: 3 clusters Score -2212104 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2212419.500000 Penalty: 3178.928955
	Iteration 2F: 3 clusters Score -2212420 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2212716.000000 Penalty: 3178.928955
	Iteration 3Q: 3 clusters Score -2212716 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2213053.750000 Penalty: 3178.928955
	Iteration 4Q: 3 clusters Score -2213054 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2213470.000000 Penalty: 3178.928955
	Iteration 5Q: 3 clusters Score -2213470 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2214027.750000 Penalty: 3178.928955
	Iteration 6F: 3 clusters Score -2214028 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2214732.250000 Penalty: 3178.928955
	Iteration 7F: 3 clusters Score -2214732 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2215604.000000 Penalty: 3178.928955
	Iteration 8F: 3 clusters Score -2215604 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2216448.750000 Penalty: 3178.928955
	Iteration 9F: 3 clusters Score -2216449 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2217168.000000 Penalty: 3178.928955
	Iteration 10Q: 3 clusters Score -2217168 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2217713.250000 Penalty: 3178.928955
	Iteration 11Q: 3 clusters Score -2217713 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2218060.250000 Penalty: 3178.928955
	Iteration 12Q: 3 clusters Score -2218060 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2218315.000000 Penalty: 3178.928955
	Iteration 13Q: 3 clusters Score -2218315 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2218450.000000 Penalty: 3178.928955
	Iteration 14Q: 3 clusters Score -2218450 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2218523.500000 Penalty: 3178.928955
	Iteration 15Q: 3 clusters Score -2218524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2218572.250000 Penalty: 3178.928955
	Iteration 16Q: 3 clusters Score -2218572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2218610.000000 Penalty: 3178.928955
	Iteration 17Q: 3 clusters Score -2218610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2218635.250000 Penalty: 3178.928955
	Iteration 18Q: 3 clusters Score -2218635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2218659.500000 Penalty: 3178.928955
	Iteration 19Q: 3 clusters Score -2218660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2218675.500000 Penalty: 3178.928955
	Iteration 20F: 3 clusters Score -2218676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2218691.000000 Penalty: 3178.928955
	Iteration 21Q: 3 clusters Score -2218691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2218695.500000 Penalty: 3178.928955
	Iteration 22Q: 3 clusters Score -2218696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2218702.250000 Penalty: 3178.928955
	Iteration 23Q: 3 clusters Score -2218702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2218708.000000 Penalty: 3178.928955
	Iteration 24Q: 3 clusters Score -2218708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2218713.000000 Penalty: 3178.928955
	Iteration 25Q: 3 clusters Score -2218713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2218711.250000 Penalty: 3178.928955
	Iteration 26Q: 3 clusters Score -2218711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2218711.750000 Penalty: 3178.928955
	Iteration 27Q: 3 clusters Score -2218712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2218712.500000 Penalty: 3178.928955
	Iteration 28Q: 3 clusters Score -2218712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2218712.500000 Penalty: 3178.928955
	Iteration 29F: 3 clusters Score -2218712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Entering Unmasked Estep 
Score: -3550096.750000 Penalty: 1663.143921
	Iteration 0F: 2 clusters Score -3550097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3531250.500000 Penalty: 3326.287842
	Iteration 0F: 3 clusters Score -3531250 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3538156.750000 Penalty: 3326.287842
	Iteration 1F: 3 clusters Score -3538157 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3538517.250000 Penalty: 3326.287842
	Iteration 2Q: 3 clusters Score -3538517 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3538851.000000 Penalty: 3326.287842
	Iteration 3Q: 3 clusters Score -3538851 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3539162.250000 Penalty: 3326.287842
	Iteration 4Q: 3 clusters Score -3539162 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3539465.750000 Penalty: 3326.287842
	Iteration 5Q: 3 clusters Score -3539466 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3539834.000000 Penalty: 3326.287842
	Iteration 6Q: 3 clusters Score -3539834 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3540283.500000 Penalty: 3326.287842
	Iteration 7Q: 3 clusters Score -3540284 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3540892.000000 Penalty: 3326.287842
	Iteration 8Q: 3 clusters Score -3540892 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -3541784.250000 Penalty: 3326.287842
	Iteration 9F: 3 clusters Score -3541784 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3542974.000000 Penalty: 3326.287842
	Iteration 10F: 3 clusters Score -3542974 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -3544449.750000 Penalty: 3326.287842
	Iteration 11F: 3 clusters Score -3544450 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -3545881.000000 Penalty: 3326.287842
	Iteration 12F: 3 clusters Score -3545881 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3547087.250000 Penalty: 3326.287842
	Iteration 13F: 3 clusters Score -3547087 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -3547834.750000 Penalty: 3326.287842
	Iteration 14Q: 3 clusters Score -3547835 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -3548246.000000 Penalty: 3326.287842
	Iteration 15Q: 3 clusters Score -3548246 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3548449.750000 Penalty: 3326.287842
	Iteration 16Q: 3 clusters Score -3548450 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3548519.000000 Penalty: 3326.287842
	Iteration 17Q: 3 clusters Score -3548519 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -3548573.500000 Penalty: 3326.287842
	Iteration 18Q: 3 clusters Score -3548574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -3548594.500000 Penalty: 3326.287842
	Iteration 19Q: 3 clusters Score -3548594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3548615.500000 Penalty: 3326.287842
	Iteration 20F: 3 clusters Score -3548616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3548624.250000 Penalty: 3326.287842
	Iteration 21Q: 3 clusters Score -3548624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -3548629.000000 Penalty: 3326.287842
	Iteration 22Q: 3 clusters Score -3548629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -3548637.000000 Penalty: 3326.287842
	Iteration 23Q: 3 clusters Score -3548637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -3548636.750000 Penalty: 3326.287842
	Iteration 24Q: 3 clusters Score -3548637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3548638.000000 Penalty: 3326.287842
	Iteration 25Q: 3 clusters Score -3548638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -3548647.000000 Penalty: 3326.287842
	Iteration 26Q: 3 clusters Score -3548647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3548647.750000 Penalty: 3326.287842
	Iteration 27Q: 3 clusters Score -3548648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3548647.750000 Penalty: 3326.287842
	Iteration 28F: 3 clusters Score -3548648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (83392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83392 members 
Entering Unmasked Estep 
Score: -10683309.000000 Penalty: 1841.337402
	Iteration 0F: 2 clusters Score -1.068331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -10628417.000000 Penalty: 3682.674805
	Iteration 0F: 3 clusters Score -1.062842e+07 nChanged 39607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -10652116.000000 Penalty: 3682.674805
	Iteration 1F: 3 clusters Score -1.065212e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -10653327.000000 Penalty: 3682.674805
	Iteration 2Q: 3 clusters Score -1.065333e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -10655428.000000 Penalty: 3682.674805
	Iteration 3F: 3 clusters Score -1.065543e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54899 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -10658367.000000 Penalty: 3682.674805
	Iteration 4F: 3 clusters Score -1.065837e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -10662281.000000 Penalty: 3682.674805
	Iteration 5F: 3 clusters Score -1.066228e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66455 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -10667220.000000 Penalty: 3682.674805
	Iteration 6F: 3 clusters Score -1.066722e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -10672145.000000 Penalty: 3682.674805
	Iteration 7F: 3 clusters Score -1.067214e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76787 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -10676070.000000 Penalty: 3682.674805
	Iteration 8F: 3 clusters Score -1.067607e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -10678917.000000 Penalty: 3682.674805
	Iteration 9Q: 3 clusters Score -1.067892e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -10680531.000000 Penalty: 3682.674805
	Iteration 10Q: 3 clusters Score -1.068053e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -10681235.000000 Penalty: 3682.674805
	Iteration 11Q: 3 clusters Score -1.068124e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82862 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10681464.000000 Penalty: 3682.674805
	Iteration 12Q: 3 clusters Score -1.068146e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -10681582.000000 Penalty: 3682.674805
	Iteration 13Q: 3 clusters Score -1.068158e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10681644.000000 Penalty: 3682.674805
	Iteration 14Q: 3 clusters Score -1.068164e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10681658.000000 Penalty: 3682.674805
	Iteration 15Q: 3 clusters Score -1.068166e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10681698.000000 Penalty: 3682.674805
	Iteration 16Q: 3 clusters Score -1.06817e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83080 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10681716.000000 Penalty: 3682.674805
	Iteration 17Q: 3 clusters Score -1.068172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83087 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10681718.000000 Penalty: 3682.674805
	Iteration 18Q: 3 clusters Score -1.068172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83091 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -10681730.000000 Penalty: 3682.674805
	Iteration 19Q: 3 clusters Score -1.068173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83092 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10681722.000000 Penalty: 3682.674805
	Iteration 20F: 3 clusters Score -1.068172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10681733.000000 Penalty: 3682.674805
	Iteration 21Q: 3 clusters Score -1.068173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10681737.000000 Penalty: 3682.674805
	Iteration 22Q: 3 clusters Score -1.068174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83096 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10681737.000000 Penalty: 3682.674805
	Iteration 23Q: 3 clusters Score -1.068174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10681741.000000 Penalty: 3682.674805
	Iteration 24Q: 3 clusters Score -1.068174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10681735.000000 Penalty: 3682.674805
	Iteration 25Q: 3 clusters Score -1.068174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10681733.000000 Penalty: 3682.674805
	Iteration 26Q: 3 clusters Score -1.068173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10681740.000000 Penalty: 3682.674805
	Iteration 27Q: 3 clusters Score -1.068174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10681740.000000 Penalty: 3682.674805
	Iteration 28F: 3 clusters Score -1.068174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Entering Unmasked Estep 
Score: -4217459.000000 Penalty: 1690.095703
	Iteration 0F: 2 clusters Score -4217459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -4195477.000000 Penalty: 3380.191406
	Iteration 0F: 3 clusters Score -4195477 nChanged 15150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -4204418.000000 Penalty: 3380.191406
	Iteration 1F: 3 clusters Score -4204418 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -4205580.000000 Penalty: 3380.191406
	Iteration 2F: 3 clusters Score -4205580 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -4207188.500000 Penalty: 3380.191406
	Iteration 3F: 3 clusters Score -4207188 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -4209107.500000 Penalty: 3380.191406
	Iteration 4F: 3 clusters Score -4209108 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -4210949.000000 Penalty: 3380.191406
	Iteration 5F: 3 clusters Score -4210949 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -4212365.500000 Penalty: 3380.191406
	Iteration 6F: 3 clusters Score -4212366 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4213388.500000 Penalty: 3380.191406
	Iteration 7Q: 3 clusters Score -4213388 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -4214042.000000 Penalty: 3380.191406
	Iteration 8Q: 3 clusters Score -4214042 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -4214456.000000 Penalty: 3380.191406
	Iteration 9Q: 3 clusters Score -4214456 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -4214711.000000 Penalty: 3380.191406
	Iteration 10Q: 3 clusters Score -4214711 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -4214883.500000 Penalty: 3380.191406
	Iteration 11Q: 3 clusters Score -4214884 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -4215011.500000 Penalty: 3380.191406
	Iteration 12Q: 3 clusters Score -4215012 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -4215104.000000 Penalty: 3380.191406
	Iteration 13Q: 3 clusters Score -4215104 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -4215151.000000 Penalty: 3380.191406
	Iteration 14Q: 3 clusters Score -4215151 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -4215214.000000 Penalty: 3380.191406
	Iteration 15Q: 3 clusters Score -4215214 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -4215280.500000 Penalty: 3380.191406
	Iteration 16Q: 3 clusters Score -4215280 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -4215328.000000 Penalty: 3380.191406
	Iteration 17Q: 3 clusters Score -4215328 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -4215366.000000 Penalty: 3380.191406
	Iteration 18Q: 3 clusters Score -4215366 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -4215433.000000 Penalty: 3380.191406
	Iteration 19Q: 3 clusters Score -4215433 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -4215496.500000 Penalty: 3380.191406
	Iteration 20F: 3 clusters Score -4215496 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -4215540.500000 Penalty: 3380.191406
	Iteration 21Q: 3 clusters Score -4215540 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4215594.500000 Penalty: 3380.191406
	Iteration 22Q: 3 clusters Score -4215594 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -4215657.000000 Penalty: 3380.191406
	Iteration 23Q: 3 clusters Score -4215657 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4215711.500000 Penalty: 3380.191406
	Iteration 24Q: 3 clusters Score -4215712 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -4215766.500000 Penalty: 3380.191406
	Iteration 25Q: 3 clusters Score -4215766 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -4215819.500000 Penalty: 3380.191406
	Iteration 26Q: 3 clusters Score -4215820 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -4215887.000000 Penalty: 3380.191406
	Iteration 27Q: 3 clusters Score -4215887 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -4215967.000000 Penalty: 3380.191406
	Iteration 28Q: 3 clusters Score -4215967 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -4216036.000000 Penalty: 3380.191406
	Iteration 29Q: 3 clusters Score -4216036 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4216131.500000 Penalty: 3380.191406
	Iteration 30Q: 3 clusters Score -4216132 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4216252.500000 Penalty: 3380.191406
	Iteration 31Q: 3 clusters Score -4216252 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4216373.000000 Penalty: 3380.191406
	Iteration 32Q: 3 clusters Score -4216373 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4216482.500000 Penalty: 3380.191406
	Iteration 33Q: 3 clusters Score -4216482 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4216566.000000 Penalty: 3380.191406
	Iteration 34Q: 3 clusters Score -4216566 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4216649.000000 Penalty: 3380.191406
	Iteration 35Q: 3 clusters Score -4216649 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4216724.000000 Penalty: 3380.191406
	Iteration 36Q: 3 clusters Score -4216724 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4216763.000000 Penalty: 3380.191406
	Iteration 37Q: 3 clusters Score -4216763 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4216786.500000 Penalty: 3380.191406
	Iteration 38Q: 3 clusters Score -4216786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4216813.000000 Penalty: 3380.191406
	Iteration 39Q: 3 clusters Score -4216813 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4216838.000000 Penalty: 3380.191406
	Iteration 40F: 3 clusters Score -4216838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4216866.000000 Penalty: 3380.191406
	Iteration 41Q: 3 clusters Score -4216866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4216886.500000 Penalty: 3380.191406
	Iteration 42Q: 3 clusters Score -4216886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4216891.500000 Penalty: 3380.191406
	Iteration 43Q: 3 clusters Score -4216892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4216910.000000 Penalty: 3380.191406
	Iteration 44Q: 3 clusters Score -4216910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4216925.000000 Penalty: 3380.191406
	Iteration 45Q: 3 clusters Score -4216925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4216940.000000 Penalty: 3380.191406
	Iteration 46Q: 3 clusters Score -4216940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4216949.000000 Penalty: 3380.191406
	Iteration 47Q: 3 clusters Score -4216949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4216946.500000 Penalty: 3380.191406
	Iteration 48Q: 3 clusters Score -4216946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4216938.000000 Penalty: 3380.191406
	Iteration 49Q: 3 clusters Score -4216938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4216953.000000 Penalty: 3380.191406
	Iteration 50Q: 3 clusters Score -4216953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4216951.000000 Penalty: 3380.191406
	Iteration 51Q: 3 clusters Score -4216951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4216949.000000 Penalty: 3380.191406
	Iteration 52Q: 3 clusters Score -4216949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4216946.000000 Penalty: 3380.191406
	Iteration 53Q: 3 clusters Score -4216946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4216947.000000 Penalty: 3380.191406
	Iteration 54Q: 3 clusters Score -4216947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4216951.500000 Penalty: 3380.191406
	Iteration 55Q: 3 clusters Score -4216952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4216956.500000 Penalty: 3380.191406
	Iteration 56Q: 3 clusters Score -4216956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4216956.500000 Penalty: 3380.191406
	Iteration 57F: 3 clusters Score -4216956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Entering Unmasked Estep 
Score: -3616785.250000 Penalty: 1677.634888
	Iteration 0F: 2 clusters Score -3616785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3596261.000000 Penalty: 3355.269775
	Iteration 0F: 3 clusters Score -3596261 nChanged 14214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3604264.500000 Penalty: 3355.269775
	Iteration 1F: 3 clusters Score -3604264 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -3605017.500000 Penalty: 3355.269775
	Iteration 2F: 3 clusters Score -3605018 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3605910.000000 Penalty: 3355.269775
	Iteration 3F: 3 clusters Score -3605910 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3606979.750000 Penalty: 3355.269775
	Iteration 4F: 3 clusters Score -3606980 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3608236.250000 Penalty: 3355.269775
	Iteration 5F: 3 clusters Score -3608236 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -3609524.750000 Penalty: 3355.269775
	Iteration 6F: 3 clusters Score -3609525 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -3610724.250000 Penalty: 3355.269775
	Iteration 7F: 3 clusters Score -3610724 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -3611809.000000 Penalty: 3355.269775
	Iteration 8F: 3 clusters Score -3611809 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3612799.250000 Penalty: 3355.269775
	Iteration 9Q: 3 clusters Score -3612799 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3613632.500000 Penalty: 3355.269775
	Iteration 10Q: 3 clusters Score -3613632 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -3614298.500000 Penalty: 3355.269775
	Iteration 11Q: 3 clusters Score -3614298 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -3614781.000000 Penalty: 3355.269775
	Iteration 12Q: 3 clusters Score -3614781 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3615129.500000 Penalty: 3355.269775
	Iteration 13Q: 3 clusters Score -3615130 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -3615353.000000 Penalty: 3355.269775
	Iteration 14Q: 3 clusters Score -3615353 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -3615528.000000 Penalty: 3355.269775
	Iteration 15Q: 3 clusters Score -3615528 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -3615612.000000 Penalty: 3355.269775
	Iteration 16Q: 3 clusters Score -3615612 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -3615688.250000 Penalty: 3355.269775
	Iteration 17Q: 3 clusters Score -3615688 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3615745.000000 Penalty: 3355.269775
	Iteration 18Q: 3 clusters Score -3615745 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -3615770.000000 Penalty: 3355.269775
	Iteration 19Q: 3 clusters Score -3615770 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -3615797.750000 Penalty: 3355.269775
	Iteration 20F: 3 clusters Score -3615798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3615811.000000 Penalty: 3355.269775
	Iteration 21Q: 3 clusters Score -3615811 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -3615826.750000 Penalty: 3355.269775
	Iteration 22Q: 3 clusters Score -3615827 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -3615852.000000 Penalty: 3355.269775
	Iteration 23Q: 3 clusters Score -3615852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -3615864.250000 Penalty: 3355.269775
	Iteration 24Q: 3 clusters Score -3615864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -3615884.250000 Penalty: 3355.269775
	Iteration 25Q: 3 clusters Score -3615884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -3615902.000000 Penalty: 3355.269775
	Iteration 26Q: 3 clusters Score -3615902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -3615916.000000 Penalty: 3355.269775
	Iteration 27Q: 3 clusters Score -3615916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -3615926.250000 Penalty: 3355.269775
	Iteration 28Q: 3 clusters Score -3615926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -3615945.750000 Penalty: 3355.269775
	Iteration 29Q: 3 clusters Score -3615946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3615972.500000 Penalty: 3355.269775
	Iteration 30Q: 3 clusters Score -3615972 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -3616014.000000 Penalty: 3355.269775
	Iteration 31Q: 3 clusters Score -3616014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -3616041.000000 Penalty: 3355.269775
	Iteration 32Q: 3 clusters Score -3616041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -3616067.250000 Penalty: 3355.269775
	Iteration 33Q: 3 clusters Score -3616067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -3616081.750000 Penalty: 3355.269775
	Iteration 34Q: 3 clusters Score -3616082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -3616095.000000 Penalty: 3355.269775
	Iteration 35Q: 3 clusters Score -3616095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -3616099.250000 Penalty: 3355.269775
	Iteration 36Q: 3 clusters Score -3616099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -3616102.000000 Penalty: 3355.269775
	Iteration 37Q: 3 clusters Score -3616102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -3616110.750000 Penalty: 3355.269775
	Iteration 38Q: 3 clusters Score -3616111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3616108.000000 Penalty: 3355.269775
	Iteration 39Q: 3 clusters Score -3616108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3616134.250000 Penalty: 3355.269775
	Iteration 40F: 3 clusters Score -3616134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3616140.500000 Penalty: 3355.269775
	Iteration 41Q: 3 clusters Score -3616140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3616146.000000 Penalty: 3355.269775
	Iteration 42Q: 3 clusters Score -3616146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -3616147.000000 Penalty: 3355.269775
	Iteration 43Q: 3 clusters Score -3616147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -3616149.500000 Penalty: 3355.269775
	Iteration 44Q: 3 clusters Score -3616150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -3616151.000000 Penalty: 3355.269775
	Iteration 45Q: 3 clusters Score -3616151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -3616157.500000 Penalty: 3355.269775
	Iteration 46Q: 3 clusters Score -3616158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -3616159.750000 Penalty: 3355.269775
	Iteration 47Q: 3 clusters Score -3616160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3616173.000000 Penalty: 3355.269775
	Iteration 48Q: 3 clusters Score -3616173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -3616175.750000 Penalty: 3355.269775
	Iteration 49Q: 3 clusters Score -3616176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -3616174.250000 Penalty: 3355.269775
	Iteration 50Q: 3 clusters Score -3616174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -3616185.250000 Penalty: 3355.269775
	Iteration 51Q: 3 clusters Score -3616185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3616196.500000 Penalty: 3355.269775
	Iteration 52Q: 3 clusters Score -3616196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -3616192.500000 Penalty: 3355.269775
	Iteration 53Q: 3 clusters Score -3616192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3616188.500000 Penalty: 3355.269775
	Iteration 54Q: 3 clusters Score -3616188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3616185.750000 Penalty: 3355.269775
	Iteration 55Q: 3 clusters Score -3616186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -3616185.000000 Penalty: 3355.269775
	Iteration 56Q: 3 clusters Score -3616185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -3616184.750000 Penalty: 3355.269775
	Iteration 57Q: 3 clusters Score -3616185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3616188.750000 Penalty: 3355.269775
	Iteration 58Q: 3 clusters Score -3616189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3616196.500000 Penalty: 3355.269775
	Iteration 59Q: 3 clusters Score -3616196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3616197.250000 Penalty: 3355.269775
	Iteration 60F: 3 clusters Score -3616197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3616199.000000 Penalty: 3355.269775
	Iteration 61Q: 3 clusters Score -3616199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -3616195.500000 Penalty: 3355.269775
	Iteration 62Q: 3 clusters Score -3616196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -3616197.750000 Penalty: 3355.269775
	Iteration 63Q: 3 clusters Score -3616198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3616198.500000 Penalty: 3355.269775
	Iteration 64Q: 3 clusters Score -3616198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -3616197.500000 Penalty: 3355.269775
	Iteration 65Q: 3 clusters Score -3616198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -3616194.750000 Penalty: 3355.269775
	Iteration 66Q: 3 clusters Score -3616195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -3616192.750000 Penalty: 3355.269775
	Iteration 67Q: 3 clusters Score -3616193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3616197.250000 Penalty: 3355.269775
	Iteration 68Q: 3 clusters Score -3616197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3616204.500000 Penalty: 3355.269775
	Iteration 69Q: 3 clusters Score -3616204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -3616196.000000 Penalty: 3355.269775
	Iteration 70Q: 3 clusters Score -3616196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -3616200.000000 Penalty: 3355.269775
	Iteration 71Q: 3 clusters Score -3616200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -3616196.000000 Penalty: 3355.269775
	Iteration 72Q: 3 clusters Score -3616196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -3616199.750000 Penalty: 3355.269775
	Iteration 73Q: 3 clusters Score -3616200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3616199.500000 Penalty: 3355.269775
	Iteration 74Q: 3 clusters Score -3616200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -3616206.250000 Penalty: 3355.269775
	Iteration 75Q: 3 clusters Score -3616206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -3616205.500000 Penalty: 3355.269775
	Iteration 76Q: 3 clusters Score -3616206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -3616214.500000 Penalty: 3355.269775
	Iteration 77Q: 3 clusters Score -3616214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -3616210.000000 Penalty: 3355.269775
	Iteration 78Q: 3 clusters Score -3616210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3616214.500000 Penalty: 3355.269775
	Iteration 79Q: 3 clusters Score -3616214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -3616211.250000 Penalty: 3355.269775
	Iteration 80F: 3 clusters Score -3616211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -3616213.000000 Penalty: 3355.269775
	Iteration 81Q: 3 clusters Score -3616213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -3616213.000000 Penalty: 3355.269775
	Iteration 82F: 3 clusters Score -3616213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Entering Unmasked Estep 
Score: -548491.000000 Penalty: 1367.966675
	Iteration 0F: 2 clusters Score -548491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -544833.687500 Penalty: 2735.933350
	Iteration 0F: 3 clusters Score -544833.7 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -545890.437500 Penalty: 2735.933350
	Iteration 1F: 3 clusters Score -545890.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -546112.937500 Penalty: 2735.933350
	Iteration 2F: 3 clusters Score -546112.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -546297.250000 Penalty: 2735.933350
	Iteration 3F: 3 clusters Score -546297.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -546458.625000 Penalty: 2735.933350
	Iteration 4F: 3 clusters Score -546458.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -546599.125000 Penalty: 2735.933350
	Iteration 5Q: 3 clusters Score -546599.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -546744.187500 Penalty: 2735.933350
	Iteration 6Q: 3 clusters Score -546744.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -546893.812500 Penalty: 2735.933350
	Iteration 7Q: 3 clusters Score -546893.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -547035.062500 Penalty: 2735.933350
	Iteration 8Q: 3 clusters Score -547035.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -547163.062500 Penalty: 2735.933350
	Iteration 9Q: 3 clusters Score -547163.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -547251.875000 Penalty: 2735.933350
	Iteration 10Q: 3 clusters Score -547251.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -547324.562500 Penalty: 2735.933350
	Iteration 11Q: 3 clusters Score -547324.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -547378.125000 Penalty: 2735.933350
	Iteration 12Q: 3 clusters Score -547378.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -547419.062500 Penalty: 2735.933350
	Iteration 13Q: 3 clusters Score -547419.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -547454.562500 Penalty: 2735.933350
	Iteration 14Q: 3 clusters Score -547454.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -547484.750000 Penalty: 2735.933350
	Iteration 15Q: 3 clusters Score -547484.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -547507.875000 Penalty: 2735.933350
	Iteration 16Q: 3 clusters Score -547507.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -547534.750000 Penalty: 2735.933350
	Iteration 17Q: 3 clusters Score -547534.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -547555.062500 Penalty: 2735.933350
	Iteration 18Q: 3 clusters Score -547555.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -547577.937500 Penalty: 2735.933350
	Iteration 19Q: 3 clusters Score -547577.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -547592.625000 Penalty: 2735.933350
	Iteration 20F: 3 clusters Score -547592.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -547602.750000 Penalty: 2735.933350
	Iteration 21Q: 3 clusters Score -547602.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -547611.000000 Penalty: 2735.933350
	Iteration 22Q: 3 clusters Score -547611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -547619.875000 Penalty: 2735.933350
	Iteration 23Q: 3 clusters Score -547619.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -547625.750000 Penalty: 2735.933350
	Iteration 24Q: 3 clusters Score -547625.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -547629.812500 Penalty: 2735.933350
	Iteration 25Q: 3 clusters Score -547629.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -547633.437500 Penalty: 2735.933350
	Iteration 26Q: 3 clusters Score -547633.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -547639.500000 Penalty: 2735.933350
	Iteration 27Q: 3 clusters Score -547639.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -547643.437500 Penalty: 2735.933350
	Iteration 28Q: 3 clusters Score -547643.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -547648.312500 Penalty: 2735.933350
	Iteration 29Q: 3 clusters Score -547648.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -547650.625000 Penalty: 2735.933350
	Iteration 30Q: 3 clusters Score -547650.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -547656.000000 Penalty: 2735.933350
	Iteration 31Q: 3 clusters Score -547656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -547659.187500 Penalty: 2735.933350
	Iteration 32Q: 3 clusters Score -547659.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -547662.812500 Penalty: 2735.933350
	Iteration 33Q: 3 clusters Score -547662.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -547665.500000 Penalty: 2735.933350
	Iteration 34Q: 3 clusters Score -547665.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -547668.375000 Penalty: 2735.933350
	Iteration 35Q: 3 clusters Score -547668.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -547670.750000 Penalty: 2735.933350
	Iteration 36Q: 3 clusters Score -547670.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -547671.312500 Penalty: 2735.933350
	Iteration 37Q: 3 clusters Score -547671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -547671.062500 Penalty: 2735.933350
	Iteration 38Q: 3 clusters Score -547671.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -547671.062500 Penalty: 2735.933350
	Iteration 39F: 3 clusters Score -547671.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Entering Unmasked Estep 
Score: -3432451.000000 Penalty: 1658.576538
	Iteration 0F: 2 clusters Score -3432451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3414214.250000 Penalty: 3317.153076
	Iteration 0F: 3 clusters Score -3414214 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -3421054.250000 Penalty: 3317.153076
	Iteration 1F: 3 clusters Score -3421054 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3421453.250000 Penalty: 3317.153076
	Iteration 2Q: 3 clusters Score -3421453 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3421896.500000 Penalty: 3317.153076
	Iteration 3Q: 3 clusters Score -3421896 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3422457.250000 Penalty: 3317.153076
	Iteration 4Q: 3 clusters Score -3422457 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -3423185.750000 Penalty: 3317.153076
	Iteration 5Q: 3 clusters Score -3423186 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3424136.000000 Penalty: 3317.153076
	Iteration 6F: 3 clusters Score -3424136 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -3425121.000000 Penalty: 3317.153076
	Iteration 7F: 3 clusters Score -3425121 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3426183.000000 Penalty: 3317.153076
	Iteration 8F: 3 clusters Score -3426183 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -3427253.500000 Penalty: 3317.153076
	Iteration 9F: 3 clusters Score -3427254 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3428241.000000 Penalty: 3317.153076
	Iteration 10F: 3 clusters Score -3428241 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3429068.250000 Penalty: 3317.153076
	Iteration 11Q: 3 clusters Score -3429068 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3429784.500000 Penalty: 3317.153076
	Iteration 12Q: 3 clusters Score -3429784 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3430310.250000 Penalty: 3317.153076
	Iteration 13Q: 3 clusters Score -3430310 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3430704.500000 Penalty: 3317.153076
	Iteration 14Q: 3 clusters Score -3430704 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3430923.250000 Penalty: 3317.153076
	Iteration 15Q: 3 clusters Score -3430923 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3431031.500000 Penalty: 3317.153076
	Iteration 16Q: 3 clusters Score -3431032 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3431105.250000 Penalty: 3317.153076
	Iteration 17Q: 3 clusters Score -3431105 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3431142.250000 Penalty: 3317.153076
	Iteration 18Q: 3 clusters Score -3431142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3431171.500000 Penalty: 3317.153076
	Iteration 19Q: 3 clusters Score -3431172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3431200.750000 Penalty: 3317.153076
	Iteration 20F: 3 clusters Score -3431201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3431219.500000 Penalty: 3317.153076
	Iteration 21Q: 3 clusters Score -3431220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3431241.250000 Penalty: 3317.153076
	Iteration 22Q: 3 clusters Score -3431241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3431246.750000 Penalty: 3317.153076
	Iteration 23Q: 3 clusters Score -3431247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3431257.500000 Penalty: 3317.153076
	Iteration 24Q: 3 clusters Score -3431258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3431262.250000 Penalty: 3317.153076
	Iteration 25Q: 3 clusters Score -3431262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3431260.000000 Penalty: 3317.153076
	Iteration 26Q: 3 clusters Score -3431260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3431263.750000 Penalty: 3317.153076
	Iteration 27Q: 3 clusters Score -3431264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3431276.750000 Penalty: 3317.153076
	Iteration 28Q: 3 clusters Score -3431277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3431275.250000 Penalty: 3317.153076
	Iteration 29Q: 3 clusters Score -3431275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3431284.750000 Penalty: 3317.153076
	Iteration 30Q: 3 clusters Score -3431285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3431286.500000 Penalty: 3317.153076
	Iteration 31Q: 3 clusters Score -3431286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3431288.750000 Penalty: 3317.153076
	Iteration 32Q: 3 clusters Score -3431289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3431285.750000 Penalty: 3317.153076
	Iteration 33Q: 3 clusters Score -3431286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3431288.000000 Penalty: 3317.153076
	Iteration 34Q: 3 clusters Score -3431288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3431284.500000 Penalty: 3317.153076
	Iteration 35Q: 3 clusters Score -3431284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3431284.500000 Penalty: 3317.153076
	Iteration 36F: 3 clusters Score -3431284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Entering Unmasked Estep 
Score: -2236785.750000 Penalty: 1588.386719
	Iteration 0F: 2 clusters Score -2236786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2224756.750000 Penalty: 3176.773438
	Iteration 0F: 3 clusters Score -2224757 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2228973.500000 Penalty: 3176.773438
	Iteration 1F: 3 clusters Score -2228974 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2229405.500000 Penalty: 3176.773438
	Iteration 2F: 3 clusters Score -2229406 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2229878.000000 Penalty: 3176.773438
	Iteration 3F: 3 clusters Score -2229878 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2230357.500000 Penalty: 3176.773438
	Iteration 4F: 3 clusters Score -2230358 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2230877.000000 Penalty: 3176.773438
	Iteration 5F: 3 clusters Score -2230877 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2231369.750000 Penalty: 3176.773438
	Iteration 6F: 3 clusters Score -2231370 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2231863.250000 Penalty: 3176.773438
	Iteration 7F: 3 clusters Score -2231863 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2232409.750000 Penalty: 3176.773438
	Iteration 8Q: 3 clusters Score -2232410 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2232927.000000 Penalty: 3176.773438
	Iteration 9Q: 3 clusters Score -2232927 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2233434.250000 Penalty: 3176.773438
	Iteration 10Q: 3 clusters Score -2233434 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2233963.250000 Penalty: 3176.773438
	Iteration 11Q: 3 clusters Score -2233963 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2234378.250000 Penalty: 3176.773438
	Iteration 12Q: 3 clusters Score -2234378 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2234671.500000 Penalty: 3176.773438
	Iteration 13Q: 3 clusters Score -2234672 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2234889.500000 Penalty: 3176.773438
	Iteration 14Q: 3 clusters Score -2234890 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2235060.250000 Penalty: 3176.773438
	Iteration 15Q: 3 clusters Score -2235060 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2235158.250000 Penalty: 3176.773438
	Iteration 16Q: 3 clusters Score -2235158 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2235239.750000 Penalty: 3176.773438
	Iteration 17Q: 3 clusters Score -2235240 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2235294.250000 Penalty: 3176.773438
	Iteration 18Q: 3 clusters Score -2235294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2235322.500000 Penalty: 3176.773438
	Iteration 19Q: 3 clusters Score -2235322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2235361.000000 Penalty: 3176.773438
	Iteration 20F: 3 clusters Score -2235361 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2235390.500000 Penalty: 3176.773438
	Iteration 21Q: 3 clusters Score -2235390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2235405.250000 Penalty: 3176.773438
	Iteration 22Q: 3 clusters Score -2235405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2235418.250000 Penalty: 3176.773438
	Iteration 23Q: 3 clusters Score -2235418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2235434.750000 Penalty: 3176.773438
	Iteration 24Q: 3 clusters Score -2235435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2235448.500000 Penalty: 3176.773438
	Iteration 25Q: 3 clusters Score -2235448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2235462.250000 Penalty: 3176.773438
	Iteration 26Q: 3 clusters Score -2235462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2235480.750000 Penalty: 3176.773438
	Iteration 27Q: 3 clusters Score -2235481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2235495.250000 Penalty: 3176.773438
	Iteration 28Q: 3 clusters Score -2235495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2235507.250000 Penalty: 3176.773438
	Iteration 29Q: 3 clusters Score -2235507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2235515.750000 Penalty: 3176.773438
	Iteration 30Q: 3 clusters Score -2235516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2235521.750000 Penalty: 3176.773438
	Iteration 31Q: 3 clusters Score -2235522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2235524.500000 Penalty: 3176.773438
	Iteration 32Q: 3 clusters Score -2235524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2235525.750000 Penalty: 3176.773438
	Iteration 33Q: 3 clusters Score -2235526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2235523.750000 Penalty: 3176.773438
	Iteration 34Q: 3 clusters Score -2235524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2235523.000000 Penalty: 3176.773438
	Iteration 35Q: 3 clusters Score -2235523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2235523.000000 Penalty: 3176.773438
	Iteration 36F: 3 clusters Score -2235523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -18829.093750 Penalty: 929.550659
	Iteration 0F: 2 clusters Score -18829.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18278.560547 Penalty: 1859.101318
	Iteration 0F: 3 clusters Score -18278.56 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18750.947266 Penalty: 1859.101318
	Iteration 1F: 3 clusters Score -18750.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18940.925781 Penalty: 1859.101318
	Iteration 2F: 3 clusters Score -18940.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19206.951172 Penalty: 1859.101318
	Iteration 3Q: 3 clusters Score -19206.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19557.208984 Penalty: 1859.101318
	Iteration 4F: 3 clusters Score -19557.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19747.187500 Penalty: 1859.101318
	Iteration 5Q: 3 clusters Score -19747.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19788.748047 Penalty: 1859.101318
	Iteration 6Q: 3 clusters Score -19788.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19798.933594 Penalty: 1859.101318
	Iteration 7Q: 3 clusters Score -19798.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19802.923828 Penalty: 1859.101318
	Iteration 8F: 3 clusters Score -19802.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19814.134766 Penalty: 1859.101318
	Iteration 9Q: 3 clusters Score -19814.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19814.134766 Penalty: 1859.101318
	Iteration 10F: 3 clusters Score -19814.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 10080 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17700 members 
Mstep: Class 7 contains 27854 members 
Mstep: Class 8 contains 83392 members 
Mstep: Class 9 contains 32879 members 
Mstep: Class 10 contains 30452 members 
Mstep: Class 11 contains 4529 members 
Mstep: Class 12 contains 27082 members 
Mstep: Class 13 contains 17583 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 90584 members 
Mstep: Class 16 contains 32227 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 3857 members 
Mstep: Class 19 contains 130444 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9972 members 
Mstep: Class 25 contains 132666 members 
Mstep: Class 26 contains 4106 members 
Mstep: Class 27 contains 6763 members 
Mstep: Class 28 contains 7271 members 
Mstep: Class 29 contains 88896 members 
Mstep: Class 30 contains 4727 members 
Mstep: Class 31 contains 2430 members 
Mstep: Class 32 contains 199 members 
Entering Unmasked Estep 
Score: -108942480.000000 Penalty: 71204.648438
Splitting cluster 14 changes total score from -108942624.000000 to -108942480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (90584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Entering Unmasked Estep 
Score: -11616548.000000 Penalty: 1854.780396
	Iteration 0F: 2 clusters Score -1.161655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -11557490.000000 Penalty: 3709.560791
	Iteration 0F: 3 clusters Score -1.155749e+07 nChanged 43339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -11582437.000000 Penalty: 3709.560791
	Iteration 1F: 3 clusters Score -1.158244e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -11583139.000000 Penalty: 3709.560791
	Iteration 2Q: 3 clusters Score -1.158314e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -11584005.000000 Penalty: 3709.560791
	Iteration 3Q: 3 clusters Score -1.1584e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -11585037.000000 Penalty: 3709.560791
	Iteration 4Q: 3 clusters Score -1.158504e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -11586542.000000 Penalty: 3709.560791
	Iteration 5Q: 3 clusters Score -1.158654e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -11588727.000000 Penalty: 3709.560791
	Iteration 6Q: 3 clusters Score -1.158873e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -11591947.000000 Penalty: 3709.560791
	Iteration 7F: 3 clusters Score -1.159195e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66340 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -11596178.000000 Penalty: 3709.560791
	Iteration 8F: 3 clusters Score -1.159618e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -11600708.000000 Penalty: 3709.560791
	Iteration 9F: 3 clusters Score -1.160071e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -11604426.000000 Penalty: 3709.560791
	Iteration 10F: 3 clusters Score -1.160443e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78601 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -11606920.000000 Penalty: 3709.560791
	Iteration 11Q: 3 clusters Score -1.160692e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80690 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -11608452.000000 Penalty: 3709.560791
	Iteration 12Q: 3 clusters Score -1.160845e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -11609592.000000 Penalty: 3709.560791
	Iteration 13Q: 3 clusters Score -1.160959e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83689 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -11610618.000000 Penalty: 3709.560791
	Iteration 14Q: 3 clusters Score -1.161062e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84825 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -11611357.000000 Penalty: 3709.560791
	Iteration 15Q: 3 clusters Score -1.161136e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85814 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -11611891.000000 Penalty: 3709.560791
	Iteration 16Q: 3 clusters Score -1.161189e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -11612437.000000 Penalty: 3709.560791
	Iteration 17Q: 3 clusters Score -1.161244e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -11612948.000000 Penalty: 3709.560791
	Iteration 18Q: 3 clusters Score -1.161295e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -11613408.000000 Penalty: 3709.560791
	Iteration 19Q: 3 clusters Score -1.161341e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88597 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -11613707.000000 Penalty: 3709.560791
	Iteration 20F: 3 clusters Score -1.161371e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88987 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -11613999.000000 Penalty: 3709.560791
	Iteration 21Q: 3 clusters Score -1.1614e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89282 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -11614192.000000 Penalty: 3709.560791
	Iteration 22Q: 3 clusters Score -1.161419e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11614368.000000 Penalty: 3709.560791
	Iteration 23Q: 3 clusters Score -1.161437e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89632 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -11614487.000000 Penalty: 3709.560791
	Iteration 24Q: 3 clusters Score -1.161449e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89733 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11614549.000000 Penalty: 3709.560791
	Iteration 25Q: 3 clusters Score -1.161455e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89827 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11614626.000000 Penalty: 3709.560791
	Iteration 26Q: 3 clusters Score -1.161463e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89876 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -11614641.000000 Penalty: 3709.560791
	Iteration 27Q: 3 clusters Score -1.161464e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89922 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11614690.000000 Penalty: 3709.560791
	Iteration 28Q: 3 clusters Score -1.161469e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89963 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11614720.000000 Penalty: 3709.560791
	Iteration 29Q: 3 clusters Score -1.161472e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11614740.000000 Penalty: 3709.560791
	Iteration 30Q: 3 clusters Score -1.161474e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11614761.000000 Penalty: 3709.560791
	Iteration 31Q: 3 clusters Score -1.161476e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90045 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11614767.000000 Penalty: 3709.560791
	Iteration 32Q: 3 clusters Score -1.161477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90061 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11614784.000000 Penalty: 3709.560791
	Iteration 33Q: 3 clusters Score -1.161478e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -11614815.000000 Penalty: 3709.560791
	Iteration 34Q: 3 clusters Score -1.161482e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11614836.000000 Penalty: 3709.560791
	Iteration 35Q: 3 clusters Score -1.161484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90098 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -11614834.000000 Penalty: 3709.560791
	Iteration 36Q: 3 clusters Score -1.161483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11614840.000000 Penalty: 3709.560791
	Iteration 37Q: 3 clusters Score -1.161484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90107 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -11614841.000000 Penalty: 3709.560791
	Iteration 38Q: 3 clusters Score -1.161484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90109 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -11614850.000000 Penalty: 3709.560791
	Iteration 39Q: 3 clusters Score -1.161485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90112 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11614848.000000 Penalty: 3709.560791
	Iteration 40F: 3 clusters Score -1.161485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -11614856.000000 Penalty: 3709.560791
	Iteration 41Q: 3 clusters Score -1.161486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90117 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -11614853.000000 Penalty: 3709.560791
	Iteration 42Q: 3 clusters Score -1.161485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11614861.000000 Penalty: 3709.560791
	Iteration 43Q: 3 clusters Score -1.161486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90125 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11614866.000000 Penalty: 3709.560791
	Iteration 44Q: 3 clusters Score -1.161487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90126 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -11614859.000000 Penalty: 3709.560791
	Iteration 45Q: 3 clusters Score -1.161486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11614868.000000 Penalty: 3709.560791
	Iteration 46Q: 3 clusters Score -1.161487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90130 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11614859.000000 Penalty: 3709.560791
	Iteration 47Q: 3 clusters Score -1.161486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11614865.000000 Penalty: 3709.560791
	Iteration 48Q: 3 clusters Score -1.161486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -11614867.000000 Penalty: 3709.560791
	Iteration 49Q: 3 clusters Score -1.161487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11614870.000000 Penalty: 3709.560791
	Iteration 50Q: 3 clusters Score -1.161487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90137 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11614874.000000 Penalty: 3709.560791
	Iteration 51Q: 3 clusters Score -1.161487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11614882.000000 Penalty: 3709.560791
	Iteration 52Q: 3 clusters Score -1.161488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11614882.000000 Penalty: 3709.560791
	Iteration 53Q: 3 clusters Score -1.161488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90140 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -11614877.000000 Penalty: 3709.560791
	Iteration 54Q: 3 clusters Score -1.161488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11614883.000000 Penalty: 3709.560791
	Iteration 55Q: 3 clusters Score -1.161488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90141 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11614889.000000 Penalty: 3709.560791
	Iteration 56Q: 3 clusters Score -1.161489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11614883.000000 Penalty: 3709.560791
	Iteration 57Q: 3 clusters Score -1.161488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90145 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -11614879.000000 Penalty: 3709.560791
	Iteration 58Q: 3 clusters Score -1.161488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11614882.000000 Penalty: 3709.560791
	Iteration 59Q: 3 clusters Score -1.161488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11614886.000000 Penalty: 3709.560791
	Iteration 60F: 3 clusters Score -1.161489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90152 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11614886.000000 Penalty: 3709.560791
	Iteration 61Q: 3 clusters Score -1.161489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11614884.000000 Penalty: 3709.560791
	Iteration 62Q: 3 clusters Score -1.161488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90155 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -11614897.000000 Penalty: 3709.560791
	Iteration 63Q: 3 clusters Score -1.16149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90154 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11614897.000000 Penalty: 3709.560791
	Iteration 64Q: 3 clusters Score -1.16149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11614893.000000 Penalty: 3709.560791
	Iteration 65Q: 3 clusters Score -1.161489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11614893.000000 Penalty: 3709.560791
	Iteration 66F: 3 clusters Score -1.161489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Entering Unmasked Estep 
Score: -4109192.500000 Penalty: 1686.840942
	Iteration 0F: 2 clusters Score -4109192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -4087512.000000 Penalty: 3373.681885
	Iteration 0F: 3 clusters Score -4087512 nChanged 14856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -4095826.000000 Penalty: 3373.681885
	Iteration 1F: 3 clusters Score -4095826 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -4096372.250000 Penalty: 3373.681885
	Iteration 2Q: 3 clusters Score -4096372 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -4096940.000000 Penalty: 3373.681885
	Iteration 3Q: 3 clusters Score -4096940 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4097582.250000 Penalty: 3373.681885
	Iteration 4Q: 3 clusters Score -4097582 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -4098341.500000 Penalty: 3373.681885
	Iteration 5F: 3 clusters Score -4098342 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -4099257.500000 Penalty: 3373.681885
	Iteration 6F: 3 clusters Score -4099258 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -4100244.000000 Penalty: 3373.681885
	Iteration 7F: 3 clusters Score -4100244 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -4101343.500000 Penalty: 3373.681885
	Iteration 8F: 3 clusters Score -4101344 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -4102723.500000 Penalty: 3373.681885
	Iteration 9F: 3 clusters Score -4102724 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -4104246.000000 Penalty: 3373.681885
	Iteration 10F: 3 clusters Score -4104246 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -4105522.000000 Penalty: 3373.681885
	Iteration 11Q: 3 clusters Score -4105522 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -4106226.750000 Penalty: 3373.681885
	Iteration 12Q: 3 clusters Score -4106227 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -4106461.250000 Penalty: 3373.681885
	Iteration 13Q: 3 clusters Score -4106461 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -4106549.250000 Penalty: 3373.681885
	Iteration 14Q: 3 clusters Score -4106549 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -4106642.750000 Penalty: 3373.681885
	Iteration 15Q: 3 clusters Score -4106643 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -4106693.750000 Penalty: 3373.681885
	Iteration 16Q: 3 clusters Score -4106694 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -4106735.500000 Penalty: 3373.681885
	Iteration 17Q: 3 clusters Score -4106736 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -4106759.000000 Penalty: 3373.681885
	Iteration 18Q: 3 clusters Score -4106759 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -4106783.500000 Penalty: 3373.681885
	Iteration 19Q: 3 clusters Score -4106784 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -4106794.500000 Penalty: 3373.681885
	Iteration 20F: 3 clusters Score -4106794 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -4106798.750000 Penalty: 3373.681885
	Iteration 21Q: 3 clusters Score -4106799 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -4106809.000000 Penalty: 3373.681885
	Iteration 22Q: 3 clusters Score -4106809 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -4106806.250000 Penalty: 3373.681885
	Iteration 23Q: 3 clusters Score -4106806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -4106806.250000 Penalty: 3373.681885
	Iteration 24Q: 3 clusters Score -4106806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -4106821.750000 Penalty: 3373.681885
	Iteration 25Q: 3 clusters Score -4106822 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -4106831.250000 Penalty: 3373.681885
	Iteration 26Q: 3 clusters Score -4106831 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4106843.000000 Penalty: 3373.681885
	Iteration 27Q: 3 clusters Score -4106843 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -4106851.250000 Penalty: 3373.681885
	Iteration 28Q: 3 clusters Score -4106851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -4106849.750000 Penalty: 3373.681885
	Iteration 29Q: 3 clusters Score -4106850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -4106860.750000 Penalty: 3373.681885
	Iteration 30Q: 3 clusters Score -4106861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -4106854.500000 Penalty: 3373.681885
	Iteration 31Q: 3 clusters Score -4106854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -4106856.500000 Penalty: 3373.681885
	Iteration 32Q: 3 clusters Score -4106856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -4106856.250000 Penalty: 3373.681885
	Iteration 33Q: 3 clusters Score -4106856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -4106848.000000 Penalty: 3373.681885
	Iteration 34Q: 3 clusters Score -4106848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -4106853.500000 Penalty: 3373.681885
	Iteration 35Q: 3 clusters Score -4106854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -4106851.000000 Penalty: 3373.681885
	Iteration 36Q: 3 clusters Score -4106851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -4106856.000000 Penalty: 3373.681885
	Iteration 37Q: 3 clusters Score -4106856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -4106862.750000 Penalty: 3373.681885
	Iteration 38Q: 3 clusters Score -4106863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -4106855.500000 Penalty: 3373.681885
	Iteration 39Q: 3 clusters Score -4106856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -4106851.750000 Penalty: 3373.681885
	Iteration 40F: 3 clusters Score -4106852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -4106848.250000 Penalty: 3373.681885
	Iteration 41Q: 3 clusters Score -4106848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -4106850.250000 Penalty: 3373.681885
	Iteration 42Q: 3 clusters Score -4106850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -4106854.000000 Penalty: 3373.681885
	Iteration 43Q: 3 clusters Score -4106854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -4106855.000000 Penalty: 3373.681885
	Iteration 44Q: 3 clusters Score -4106855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -4106847.500000 Penalty: 3373.681885
	Iteration 45Q: 3 clusters Score -4106848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -4106855.250000 Penalty: 3373.681885
	Iteration 46Q: 3 clusters Score -4106855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -4106860.000000 Penalty: 3373.681885
	Iteration 47Q: 3 clusters Score -4106860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -4106862.250000 Penalty: 3373.681885
	Iteration 48Q: 3 clusters Score -4106862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -4106868.250000 Penalty: 3373.681885
	Iteration 49Q: 3 clusters Score -4106868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -4106863.750000 Penalty: 3373.681885
	Iteration 50Q: 3 clusters Score -4106864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -4106873.750000 Penalty: 3373.681885
	Iteration 51Q: 3 clusters Score -4106874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -4106870.500000 Penalty: 3373.681885
	Iteration 52Q: 3 clusters Score -4106870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -4106869.500000 Penalty: 3373.681885
	Iteration 53Q: 3 clusters Score -4106870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -4106868.250000 Penalty: 3373.681885
	Iteration 54Q: 3 clusters Score -4106868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -4106871.250000 Penalty: 3373.681885
	Iteration 55Q: 3 clusters Score -4106871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -4106869.500000 Penalty: 3373.681885
	Iteration 56Q: 3 clusters Score -4106870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -4106870.750000 Penalty: 3373.681885
	Iteration 57Q: 3 clusters Score -4106871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -4106876.250000 Penalty: 3373.681885
	Iteration 58Q: 3 clusters Score -4106876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -4106877.500000 Penalty: 3373.681885
	Iteration 59Q: 3 clusters Score -4106878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -4106885.500000 Penalty: 3373.681885
	Iteration 60F: 3 clusters Score -4106886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -4106878.750000 Penalty: 3373.681885
	Iteration 61Q: 3 clusters Score -4106879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -4106882.250000 Penalty: 3373.681885
	Iteration 62Q: 3 clusters Score -4106882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -4106882.250000 Penalty: 3373.681885
	Iteration 63Q: 3 clusters Score -4106882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -4106889.000000 Penalty: 3373.681885
	Iteration 64Q: 3 clusters Score -4106889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -4106888.000000 Penalty: 3373.681885
	Iteration 65Q: 3 clusters Score -4106888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -4106895.500000 Penalty: 3373.681885
	Iteration 66Q: 3 clusters Score -4106896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -4106893.750000 Penalty: 3373.681885
	Iteration 67Q: 3 clusters Score -4106894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -4106893.000000 Penalty: 3373.681885
	Iteration 68Q: 3 clusters Score -4106893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -4106894.250000 Penalty: 3373.681885
	Iteration 69Q: 3 clusters Score -4106894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -4106895.000000 Penalty: 3373.681885
	Iteration 70Q: 3 clusters Score -4106895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -4106894.500000 Penalty: 3373.681885
	Iteration 71Q: 3 clusters Score -4106894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -4106898.500000 Penalty: 3373.681885
	Iteration 72Q: 3 clusters Score -4106898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -4106894.750000 Penalty: 3373.681885
	Iteration 73Q: 3 clusters Score -4106895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -4106897.000000 Penalty: 3373.681885
	Iteration 74Q: 3 clusters Score -4106897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -4106901.250000 Penalty: 3373.681885
	Iteration 75Q: 3 clusters Score -4106901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -4106900.000000 Penalty: 3373.681885
	Iteration 76Q: 3 clusters Score -4106900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -4106901.250000 Penalty: 3373.681885
	Iteration 77Q: 3 clusters Score -4106901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -4106898.250000 Penalty: 3373.681885
	Iteration 78Q: 3 clusters Score -4106898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -4106902.500000 Penalty: 3373.681885
	Iteration 79Q: 3 clusters Score -4106902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -4106901.500000 Penalty: 3373.681885
	Iteration 80F: 3 clusters Score -4106902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -4106902.500000 Penalty: 3373.681885
	Iteration 81Q: 3 clusters Score -4106902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -4106901.250000 Penalty: 3373.681885
	Iteration 82Q: 3 clusters Score -4106901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -4106901.750000 Penalty: 3373.681885
	Iteration 83Q: 3 clusters Score -4106902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -4106903.250000 Penalty: 3373.681885
	Iteration 84Q: 3 clusters Score -4106903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -4106903.250000 Penalty: 3373.681885
	Iteration 85F: 3 clusters Score -4106903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Entering Unmasked Estep 
Score: -962626.000000 Penalty: 1453.298584
	Iteration 0F: 2 clusters Score -962626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -956938.500000 Penalty: 2906.597168
	Iteration 0F: 3 clusters Score -956938.5 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -958785.125000 Penalty: 2906.597168
	Iteration 1F: 3 clusters Score -958785.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -959084.812500 Penalty: 2906.597168
	Iteration 2F: 3 clusters Score -959084.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -959324.312500 Penalty: 2906.597168
	Iteration 3F: 3 clusters Score -959324.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -959597.000000 Penalty: 2906.597168
	Iteration 4F: 3 clusters Score -959597 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -959857.500000 Penalty: 2906.597168
	Iteration 5F: 3 clusters Score -959857.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -960138.312500 Penalty: 2906.597168
	Iteration 6F: 3 clusters Score -960138.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -960394.250000 Penalty: 2906.597168
	Iteration 7F: 3 clusters Score -960394.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -960581.437500 Penalty: 2906.597168
	Iteration 8Q: 3 clusters Score -960581.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -960697.562500 Penalty: 2906.597168
	Iteration 9Q: 3 clusters Score -960697.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -960777.125000 Penalty: 2906.597168
	Iteration 10Q: 3 clusters Score -960777.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -960824.437500 Penalty: 2906.597168
	Iteration 11Q: 3 clusters Score -960824.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -960850.562500 Penalty: 2906.597168
	Iteration 12Q: 3 clusters Score -960850.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -960868.937500 Penalty: 2906.597168
	Iteration 13Q: 3 clusters Score -960868.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -960890.750000 Penalty: 2906.597168
	Iteration 14Q: 3 clusters Score -960890.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -960897.937500 Penalty: 2906.597168
	Iteration 15Q: 3 clusters Score -960897.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -960908.750000 Penalty: 2906.597168
	Iteration 16Q: 3 clusters Score -960908.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -960911.125000 Penalty: 2906.597168
	Iteration 17Q: 3 clusters Score -960911.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -960914.812500 Penalty: 2906.597168
	Iteration 18Q: 3 clusters Score -960914.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -960917.750000 Penalty: 2906.597168
	Iteration 19Q: 3 clusters Score -960917.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -960919.625000 Penalty: 2906.597168
	Iteration 20F: 3 clusters Score -960919.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -960922.437500 Penalty: 2906.597168
	Iteration 21Q: 3 clusters Score -960922.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -960925.562500 Penalty: 2906.597168
	Iteration 22Q: 3 clusters Score -960925.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -960925.375000 Penalty: 2906.597168
	Iteration 23Q: 3 clusters Score -960925.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -960929.250000 Penalty: 2906.597168
	Iteration 24Q: 3 clusters Score -960929.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -960929.750000 Penalty: 2906.597168
	Iteration 25Q: 3 clusters Score -960929.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -960930.625000 Penalty: 2906.597168
	Iteration 26Q: 3 clusters Score -960930.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -960933.187500 Penalty: 2906.597168
	Iteration 27Q: 3 clusters Score -960933.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -960933.812500 Penalty: 2906.597168
	Iteration 28Q: 3 clusters Score -960933.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -960935.000000 Penalty: 2906.597168
	Iteration 29Q: 3 clusters Score -960935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -960939.562500 Penalty: 2906.597168
	Iteration 30Q: 3 clusters Score -960939.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -960940.000000 Penalty: 2906.597168
	Iteration 31Q: 3 clusters Score -960940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -960943.000000 Penalty: 2906.597168
	Iteration 32Q: 3 clusters Score -960943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -960944.750000 Penalty: 2906.597168
	Iteration 33Q: 3 clusters Score -960944.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -960948.562500 Penalty: 2906.597168
	Iteration 34Q: 3 clusters Score -960948.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -960947.562500 Penalty: 2906.597168
	Iteration 35Q: 3 clusters Score -960947.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -960949.750000 Penalty: 2906.597168
	Iteration 36Q: 3 clusters Score -960949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -960948.500000 Penalty: 2906.597168
	Iteration 37Q: 3 clusters Score -960948.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -960950.500000 Penalty: 2906.597168
	Iteration 38Q: 3 clusters Score -960950.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -960950.687500 Penalty: 2906.597168
	Iteration 39Q: 3 clusters Score -960950.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -960954.312500 Penalty: 2906.597168
	Iteration 40F: 3 clusters Score -960954.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -960956.250000 Penalty: 2906.597168
	Iteration 41Q: 3 clusters Score -960956.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -960957.000000 Penalty: 2906.597168
	Iteration 42Q: 3 clusters Score -960957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -960958.437500 Penalty: 2906.597168
	Iteration 43Q: 3 clusters Score -960958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -960958.812500 Penalty: 2906.597168
	Iteration 44Q: 3 clusters Score -960958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -960959.250000 Penalty: 2906.597168
	Iteration 45Q: 3 clusters Score -960959.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -960958.750000 Penalty: 2906.597168
	Iteration 46Q: 3 clusters Score -960958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -960959.625000 Penalty: 2906.597168
	Iteration 47Q: 3 clusters Score -960959.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -960959.812500 Penalty: 2906.597168
	Iteration 48Q: 3 clusters Score -960959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -960961.687500 Penalty: 2906.597168
	Iteration 49Q: 3 clusters Score -960961.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -960961.437500 Penalty: 2906.597168
	Iteration 50Q: 3 clusters Score -960961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -960961.687500 Penalty: 2906.597168
	Iteration 51Q: 3 clusters Score -960961.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -960963.750000 Penalty: 2906.597168
	Iteration 52Q: 3 clusters Score -960963.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -960964.750000 Penalty: 2906.597168
	Iteration 53Q: 3 clusters Score -960964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -960965.125000 Penalty: 2906.597168
	Iteration 54Q: 3 clusters Score -960965.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -960964.312500 Penalty: 2906.597168
	Iteration 55Q: 3 clusters Score -960964.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -960964.312500 Penalty: 2906.597168
	Iteration 56F: 3 clusters Score -960964.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Entering Unmasked Estep 
Score: -482201.000000 Penalty: 1341.867310
	Iteration 0F: 2 clusters Score -482201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -479002.593750 Penalty: 2683.734619
	Iteration 0F: 3 clusters Score -479002.6 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -480078.875000 Penalty: 2683.734619
	Iteration 1F: 3 clusters Score -480078.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -480535.593750 Penalty: 2683.734619
	Iteration 2F: 3 clusters Score -480535.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -480881.218750 Penalty: 2683.734619
	Iteration 3F: 3 clusters Score -480881.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -481101.250000 Penalty: 2683.734619
	Iteration 4F: 3 clusters Score -481101.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -481222.625000 Penalty: 2683.734619
	Iteration 5Q: 3 clusters Score -481222.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -481290.656250 Penalty: 2683.734619
	Iteration 6Q: 3 clusters Score -481290.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -481335.812500 Penalty: 2683.734619
	Iteration 7Q: 3 clusters Score -481335.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -481364.093750 Penalty: 2683.734619
	Iteration 8Q: 3 clusters Score -481364.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -481378.687500 Penalty: 2683.734619
	Iteration 9Q: 3 clusters Score -481378.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -481386.500000 Penalty: 2683.734619
	Iteration 10Q: 3 clusters Score -481386.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -481389.500000 Penalty: 2683.734619
	Iteration 11Q: 3 clusters Score -481389.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -481393.343750 Penalty: 2683.734619
	Iteration 12Q: 3 clusters Score -481393.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -481394.312500 Penalty: 2683.734619
	Iteration 13Q: 3 clusters Score -481394.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -481394.875000 Penalty: 2683.734619
	Iteration 14Q: 3 clusters Score -481394.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -481395.781250 Penalty: 2683.734619
	Iteration 15Q: 3 clusters Score -481395.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -481395.781250 Penalty: 2683.734619
	Iteration 16F: 3 clusters Score -481395.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (130444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130444 members 
Entering Unmasked Estep 
Score: -16580040.000000 Penalty: 1914.038574
	Iteration 0F: 2 clusters Score -1.658004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65081 members 
Mstep: Class 2 contains 65363 members 
Entering Unmasked Estep 
Score: -16500052.000000 Penalty: 3828.077148
	Iteration 0F: 3 clusters Score -1.650005e+07 nChanged 62536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63795 members 
Mstep: Class 2 contains 66649 members 
Entering Unmasked Estep 
Score: -16537421.000000 Penalty: 3828.077148
	Iteration 1F: 3 clusters Score -1.653742e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -16538622.000000 Penalty: 3828.077148
	Iteration 2Q: 3 clusters Score -1.653862e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
Score: -16540182.000000 Penalty: 3828.077148
	Iteration 3Q: 3 clusters Score -1.654018e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60020 members 
Mstep: Class 2 contains 70424 members 
Entering Unmasked Estep 
Score: -16542205.000000 Penalty: 3828.077148
	Iteration 4Q: 3 clusters Score -1.65422e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -16544920.000000 Penalty: 3828.077148
	Iteration 5Q: 3 clusters Score -1.654492e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
Score: -16548542.000000 Penalty: 3828.077148
	Iteration 6F: 3 clusters Score -1.654854e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
Score: -16553262.000000 Penalty: 3828.077148
	Iteration 7F: 3 clusters Score -1.655326e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 83584 members 
Entering Unmasked Estep 
Score: -16558287.000000 Penalty: 3828.077148
	Iteration 8F: 3 clusters Score -1.655829e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 86617 members 
Entering Unmasked Estep 
Score: -16562354.000000 Penalty: 3828.077148
	Iteration 9F: 3 clusters Score -1.656235e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 88868 members 
Entering Unmasked Estep 
Score: -16564776.000000 Penalty: 3828.077148
	Iteration 10Q: 3 clusters Score -1.656478e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 90507 members 
Entering Unmasked Estep 
Score: -16566001.000000 Penalty: 3828.077148
	Iteration 11Q: 3 clusters Score -1.6566e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 91907 members 
Entering Unmasked Estep 
Score: -16566798.000000 Penalty: 3828.077148
	Iteration 12Q: 3 clusters Score -1.65668e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 93184 members 
Entering Unmasked Estep 
Score: -16567294.000000 Penalty: 3828.077148
	Iteration 13Q: 3 clusters Score -1.656729e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 94463 members 
Entering Unmasked Estep 
Score: -16567795.000000 Penalty: 3828.077148
	Iteration 14Q: 3 clusters Score -1.65678e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 95768 members 
Entering Unmasked Estep 
Score: -16568259.000000 Penalty: 3828.077148
	Iteration 15Q: 3 clusters Score -1.656826e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 97118 members 
Entering Unmasked Estep 
Score: -16568786.000000 Penalty: 3828.077148
	Iteration 16Q: 3 clusters Score -1.656879e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 98480 members 
Entering Unmasked Estep 
Score: -16569251.000000 Penalty: 3828.077148
	Iteration 17Q: 3 clusters Score -1.656925e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 99821 members 
Entering Unmasked Estep 
Score: -16569729.000000 Penalty: 3828.077148
	Iteration 18Q: 3 clusters Score -1.656973e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 101141 members 
Entering Unmasked Estep 
Score: -16570170.000000 Penalty: 3828.077148
	Iteration 19Q: 3 clusters Score -1.657017e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 102442 members 
Entering Unmasked Estep 
Score: -16570667.000000 Penalty: 3828.077148
	Iteration 20F: 3 clusters Score -1.657067e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 103789 members 
Entering Unmasked Estep 
Score: -16571157.000000 Penalty: 3828.077148
	Iteration 21Q: 3 clusters Score -1.657116e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 105134 members 
Entering Unmasked Estep 
Score: -16571624.000000 Penalty: 3828.077148
	Iteration 22Q: 3 clusters Score -1.657162e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 106460 members 
Entering Unmasked Estep 
Score: -16572102.000000 Penalty: 3828.077148
	Iteration 23Q: 3 clusters Score -1.65721e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 107783 members 
Entering Unmasked Estep 
Score: -16572575.000000 Penalty: 3828.077148
	Iteration 24Q: 3 clusters Score -1.657258e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 109113 members 
Entering Unmasked Estep 
Score: -16573210.000000 Penalty: 3828.077148
	Iteration 25Q: 3 clusters Score -1.657321e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 110586 members 
Entering Unmasked Estep 
Score: -16574140.000000 Penalty: 3828.077148
	Iteration 26Q: 3 clusters Score -1.657414e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 112224 members 
Entering Unmasked Estep 
Score: -16575175.000000 Penalty: 3828.077148
	Iteration 27Q: 3 clusters Score -1.657518e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 114076 members 
Entering Unmasked Estep 
Score: -16576223.000000 Penalty: 3828.077148
	Iteration 28Q: 3 clusters Score -1.657622e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 116071 members 
Entering Unmasked Estep 
Score: -16576920.000000 Penalty: 3828.077148
	Iteration 29Q: 3 clusters Score -1.657692e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 118106 members 
Entering Unmasked Estep 
Score: -16577518.000000 Penalty: 3828.077148
	Iteration 30Q: 3 clusters Score -1.657752e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 120179 members 
Entering Unmasked Estep 
Score: -16577834.000000 Penalty: 3828.077148
	Iteration 31Q: 3 clusters Score -1.657783e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 122104 members 
Entering Unmasked Estep 
Score: -16578008.000000 Penalty: 3828.077148
	Iteration 32Q: 3 clusters Score -1.657801e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 123788 members 
Entering Unmasked Estep 
Score: -16578131.000000 Penalty: 3828.077148
	Iteration 33Q: 3 clusters Score -1.657813e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 125278 members 
Entering Unmasked Estep 
Score: -16578136.000000 Penalty: 3828.077148
	Iteration 34Q: 3 clusters Score -1.657814e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 126498 members 
Entering Unmasked Estep 
Score: -16578101.000000 Penalty: 3828.077148
	Iteration 35Q: 3 clusters Score -1.65781e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 127473 members 
Entering Unmasked Estep 
Score: -16578349.000000 Penalty: 3828.077148
	Iteration 36Q: 3 clusters Score -1.657835e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 128198 members 
Entering Unmasked Estep 
Score: -16578489.000000 Penalty: 3828.077148
	Iteration 37Q: 3 clusters Score -1.657849e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 128730 members 
Entering Unmasked Estep 
Score: -16578616.000000 Penalty: 3828.077148
	Iteration 38Q: 3 clusters Score -1.657862e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 129081 members 
Entering Unmasked Estep 
Score: -16578657.000000 Penalty: 3828.077148
	Iteration 39Q: 3 clusters Score -1.657866e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 129329 members 
Entering Unmasked Estep 
Score: -16578681.000000 Penalty: 3828.077148
	Iteration 40F: 3 clusters Score -1.657868e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 129484 members 
Entering Unmasked Estep 
Score: -16578720.000000 Penalty: 3828.077148
	Iteration 41Q: 3 clusters Score -1.657872e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 129607 members 
Entering Unmasked Estep 
Score: -16578742.000000 Penalty: 3828.077148
	Iteration 42Q: 3 clusters Score -1.657874e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 129690 members 
Entering Unmasked Estep 
Score: -16578795.000000 Penalty: 3828.077148
	Iteration 43Q: 3 clusters Score -1.65788e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 129741 members 
Entering Unmasked Estep 
Score: -16578812.000000 Penalty: 3828.077148
	Iteration 44Q: 3 clusters Score -1.657881e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 129785 members 
Entering Unmasked Estep 
Score: -16578804.000000 Penalty: 3828.077148
	Iteration 45Q: 3 clusters Score -1.65788e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 129812 members 
Entering Unmasked Estep 
Score: -16578814.000000 Penalty: 3828.077148
	Iteration 46Q: 3 clusters Score -1.657881e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 129836 members 
Entering Unmasked Estep 
Score: -16578825.000000 Penalty: 3828.077148
	Iteration 47Q: 3 clusters Score -1.657882e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 129849 members 
Entering Unmasked Estep 
Score: -16578816.000000 Penalty: 3828.077148
	Iteration 48Q: 3 clusters Score -1.657882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 129852 members 
Entering Unmasked Estep 
Score: -16578833.000000 Penalty: 3828.077148
	Iteration 49Q: 3 clusters Score -1.657883e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 129857 members 
Entering Unmasked Estep 
Score: -16578839.000000 Penalty: 3828.077148
	Iteration 50Q: 3 clusters Score -1.657884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 129863 members 
Entering Unmasked Estep 
Score: -16578834.000000 Penalty: 3828.077148
	Iteration 51Q: 3 clusters Score -1.657883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 129864 members 
Entering Unmasked Estep 
Score: -16578838.000000 Penalty: 3828.077148
	Iteration 52Q: 3 clusters Score -1.657884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 129866 members 
Entering Unmasked Estep 
Score: -16578821.000000 Penalty: 3828.077148
	Iteration 53Q: 3 clusters Score -1.657882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 129868 members 
Entering Unmasked Estep 
Score: -16578813.000000 Penalty: 3828.077148
	Iteration 54Q: 3 clusters Score -1.657881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 129870 members 
Entering Unmasked Estep 
Score: -16578822.000000 Penalty: 3828.077148
	Iteration 55Q: 3 clusters Score -1.657882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 129870 members 
Entering Unmasked Estep 
Score: -16578822.000000 Penalty: 3828.077148
	Iteration 56F: 3 clusters Score -1.657882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Entering Unmasked Estep 
Score: -1566160.750000 Penalty: 1534.042358
	Iteration 0F: 2 clusters Score -1566161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1557411.875000 Penalty: 3068.084717
	Iteration 0F: 3 clusters Score -1557412 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1560417.625000 Penalty: 3068.084717
	Iteration 1F: 3 clusters Score -1560418 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1560814.625000 Penalty: 3068.084717
	Iteration 2F: 3 clusters Score -1560815 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1561171.500000 Penalty: 3068.084717
	Iteration 3F: 3 clusters Score -1561172 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1561483.500000 Penalty: 3068.084717
	Iteration 4F: 3 clusters Score -1561484 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1561756.125000 Penalty: 3068.084717
	Iteration 5Q: 3 clusters Score -1561756 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1562000.375000 Penalty: 3068.084717
	Iteration 6Q: 3 clusters Score -1562000 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1562217.625000 Penalty: 3068.084717
	Iteration 7Q: 3 clusters Score -1562218 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1562395.750000 Penalty: 3068.084717
	Iteration 8Q: 3 clusters Score -1562396 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1562568.125000 Penalty: 3068.084717
	Iteration 9Q: 3 clusters Score -1562568 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1562716.000000 Penalty: 3068.084717
	Iteration 10Q: 3 clusters Score -1562716 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1562849.500000 Penalty: 3068.084717
	Iteration 11Q: 3 clusters Score -1562850 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1562969.375000 Penalty: 3068.084717
	Iteration 12Q: 3 clusters Score -1562969 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1563064.375000 Penalty: 3068.084717
	Iteration 13Q: 3 clusters Score -1563064 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1563158.375000 Penalty: 3068.084717
	Iteration 14Q: 3 clusters Score -1563158 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1563277.875000 Penalty: 3068.084717
	Iteration 15Q: 3 clusters Score -1563278 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1563397.125000 Penalty: 3068.084717
	Iteration 16Q: 3 clusters Score -1563397 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1563508.375000 Penalty: 3068.084717
	Iteration 17Q: 3 clusters Score -1563508 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1563597.125000 Penalty: 3068.084717
	Iteration 18Q: 3 clusters Score -1563597 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1563672.375000 Penalty: 3068.084717
	Iteration 19Q: 3 clusters Score -1563672 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1563735.875000 Penalty: 3068.084717
	Iteration 20F: 3 clusters Score -1563736 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1563806.750000 Penalty: 3068.084717
	Iteration 21Q: 3 clusters Score -1563807 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1563876.125000 Penalty: 3068.084717
	Iteration 22Q: 3 clusters Score -1563876 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1563930.750000 Penalty: 3068.084717
	Iteration 23Q: 3 clusters Score -1563931 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1563998.125000 Penalty: 3068.084717
	Iteration 24Q: 3 clusters Score -1563998 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1564103.125000 Penalty: 3068.084717
	Iteration 25Q: 3 clusters Score -1564103 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1564235.750000 Penalty: 3068.084717
	Iteration 26Q: 3 clusters Score -1564236 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1564452.000000 Penalty: 3068.084717
	Iteration 27Q: 3 clusters Score -1564452 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1564719.000000 Penalty: 3068.084717
	Iteration 28Q: 3 clusters Score -1564719 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1564906.375000 Penalty: 3068.084717
	Iteration 29Q: 3 clusters Score -1564906 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1565035.125000 Penalty: 3068.084717
	Iteration 30Q: 3 clusters Score -1565035 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1565139.250000 Penalty: 3068.084717
	Iteration 31Q: 3 clusters Score -1565139 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1565223.750000 Penalty: 3068.084717
	Iteration 32Q: 3 clusters Score -1565224 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1565283.375000 Penalty: 3068.084717
	Iteration 33Q: 3 clusters Score -1565283 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1565332.250000 Penalty: 3068.084717
	Iteration 34Q: 3 clusters Score -1565332 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1565363.750000 Penalty: 3068.084717
	Iteration 35Q: 3 clusters Score -1565364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1565402.500000 Penalty: 3068.084717
	Iteration 36Q: 3 clusters Score -1565402 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1565442.875000 Penalty: 3068.084717
	Iteration 37Q: 3 clusters Score -1565443 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1565482.000000 Penalty: 3068.084717
	Iteration 38Q: 3 clusters Score -1565482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1565516.000000 Penalty: 3068.084717
	Iteration 39Q: 3 clusters Score -1565516 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1565544.250000 Penalty: 3068.084717
	Iteration 40F: 3 clusters Score -1565544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1565560.625000 Penalty: 3068.084717
	Iteration 41Q: 3 clusters Score -1565561 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1565570.500000 Penalty: 3068.084717
	Iteration 42Q: 3 clusters Score -1565570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1565584.625000 Penalty: 3068.084717
	Iteration 43Q: 3 clusters Score -1565585 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1565594.375000 Penalty: 3068.084717
	Iteration 44Q: 3 clusters Score -1565594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1565609.625000 Penalty: 3068.084717
	Iteration 45Q: 3 clusters Score -1565610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1565619.375000 Penalty: 3068.084717
	Iteration 46Q: 3 clusters Score -1565619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1565625.125000 Penalty: 3068.084717
	Iteration 47Q: 3 clusters Score -1565625 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1565631.875000 Penalty: 3068.084717
	Iteration 48Q: 3 clusters Score -1565632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1565637.750000 Penalty: 3068.084717
	Iteration 49Q: 3 clusters Score -1565638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1565639.750000 Penalty: 3068.084717
	Iteration 50Q: 3 clusters Score -1565640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1565640.875000 Penalty: 3068.084717
	Iteration 51Q: 3 clusters Score -1565641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1565643.375000 Penalty: 3068.084717
	Iteration 52Q: 3 clusters Score -1565643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1565643.250000 Penalty: 3068.084717
	Iteration 53Q: 3 clusters Score -1565643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1565645.625000 Penalty: 3068.084717
	Iteration 54Q: 3 clusters Score -1565646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1565645.375000 Penalty: 3068.084717
	Iteration 55Q: 3 clusters Score -1565645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1565645.375000 Penalty: 3068.084717
	Iteration 56F: 3 clusters Score -1565645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -20571.986328 Penalty: 857.693665
	Iteration 0F: 2 clusters Score -20571.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19884.697266 Penalty: 1715.387329
	Iteration 0F: 3 clusters Score -19884.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20008.765625 Penalty: 1715.387329
	Iteration 1F: 3 clusters Score -20008.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20029.095703 Penalty: 1715.387329
	Iteration 2Q: 3 clusters Score -20029.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20049.107422 Penalty: 1715.387329
	Iteration 3Q: 3 clusters Score -20049.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20053.884766 Penalty: 1715.387329
	Iteration 4Q: 3 clusters Score -20053.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20053.884766 Penalty: 1715.387329
	Iteration 5F: 3 clusters Score -20053.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -108366.007812 Penalty: 1118.396118
	Iteration 0F: 2 clusters Score -108366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -106960.804688 Penalty: 2236.792236
	Iteration 0F: 3 clusters Score -106960.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -107273.460938 Penalty: 2236.792236
	Iteration 1F: 3 clusters Score -107273.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -107423.859375 Penalty: 2236.792236
	Iteration 2F: 3 clusters Score -107423.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -107512.664062 Penalty: 2236.792236
	Iteration 3F: 3 clusters Score -107512.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -107559.648438 Penalty: 2236.792236
	Iteration 4Q: 3 clusters Score -107559.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -107599.437500 Penalty: 2236.792236
	Iteration 5Q: 3 clusters Score -107599.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -107637.046875 Penalty: 2236.792236
	Iteration 6Q: 3 clusters Score -107637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -107671.164062 Penalty: 2236.792236
	Iteration 7Q: 3 clusters Score -107671.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -107707.796875 Penalty: 2236.792236
	Iteration 8Q: 3 clusters Score -107707.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -107743.320312 Penalty: 2236.792236
	Iteration 9Q: 3 clusters Score -107743.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -107776.945312 Penalty: 2236.792236
	Iteration 10Q: 3 clusters Score -107776.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -107783.445312 Penalty: 2236.792236
	Iteration 11Q: 3 clusters Score -107783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -107792.984375 Penalty: 2236.792236
	Iteration 12Q: 3 clusters Score -107793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -107808.695312 Penalty: 2236.792236
	Iteration 13Q: 3 clusters Score -107808.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -107825.828125 Penalty: 2236.792236
	Iteration 14Q: 3 clusters Score -107825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -107831.679688 Penalty: 2236.792236
	Iteration 15Q: 3 clusters Score -107831.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -107834.203125 Penalty: 2236.792236
	Iteration 16Q: 3 clusters Score -107834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -107834.601562 Penalty: 2236.792236
	Iteration 17Q: 3 clusters Score -107834.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -107834.601562 Penalty: 2236.792236
	Iteration 18F: 3 clusters Score -107834.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Entering Unmasked Estep 
Score: -688757.500000 Penalty: 1397.838989
	Iteration 0F: 2 clusters Score -688757.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -684460.812500 Penalty: 2795.677979
	Iteration 0F: 3 clusters Score -684460.8 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -685908.312500 Penalty: 2795.677979
	Iteration 1F: 3 clusters Score -685908.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -686257.937500 Penalty: 2795.677979
	Iteration 2F: 3 clusters Score -686257.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -686508.125000 Penalty: 2795.677979
	Iteration 3F: 3 clusters Score -686508.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -686729.562500 Penalty: 2795.677979
	Iteration 4F: 3 clusters Score -686729.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -686942.687500 Penalty: 2795.677979
	Iteration 5F: 3 clusters Score -686942.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -687158.062500 Penalty: 2795.677979
	Iteration 6F: 3 clusters Score -687158.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -687351.500000 Penalty: 2795.677979
	Iteration 7F: 3 clusters Score -687351.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -687486.750000 Penalty: 2795.677979
	Iteration 8Q: 3 clusters Score -687486.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -687584.312500 Penalty: 2795.677979
	Iteration 9Q: 3 clusters Score -687584.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -687651.250000 Penalty: 2795.677979
	Iteration 10Q: 3 clusters Score -687651.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -687701.500000 Penalty: 2795.677979
	Iteration 11Q: 3 clusters Score -687701.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -687749.500000 Penalty: 2795.677979
	Iteration 12Q: 3 clusters Score -687749.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -687791.687500 Penalty: 2795.677979
	Iteration 13Q: 3 clusters Score -687791.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -687830.875000 Penalty: 2795.677979
	Iteration 14Q: 3 clusters Score -687830.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -687864.562500 Penalty: 2795.677979
	Iteration 15Q: 3 clusters Score -687864.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -687894.750000 Penalty: 2795.677979
	Iteration 16Q: 3 clusters Score -687894.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -687919.062500 Penalty: 2795.677979
	Iteration 17Q: 3 clusters Score -687919.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -687947.875000 Penalty: 2795.677979
	Iteration 18Q: 3 clusters Score -687947.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -687966.125000 Penalty: 2795.677979
	Iteration 19Q: 3 clusters Score -687966.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -687977.375000 Penalty: 2795.677979
	Iteration 20F: 3 clusters Score -687977.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -687987.687500 Penalty: 2795.677979
	Iteration 21Q: 3 clusters Score -687987.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -687999.812500 Penalty: 2795.677979
	Iteration 22Q: 3 clusters Score -687999.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -688015.687500 Penalty: 2795.677979
	Iteration 23Q: 3 clusters Score -688015.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -688032.125000 Penalty: 2795.677979
	Iteration 24Q: 3 clusters Score -688032.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -688047.187500 Penalty: 2795.677979
	Iteration 25Q: 3 clusters Score -688047.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -688065.437500 Penalty: 2795.677979
	Iteration 26Q: 3 clusters Score -688065.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -688074.062500 Penalty: 2795.677979
	Iteration 27Q: 3 clusters Score -688074.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -688085.750000 Penalty: 2795.677979
	Iteration 28Q: 3 clusters Score -688085.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -688103.500000 Penalty: 2795.677979
	Iteration 29Q: 3 clusters Score -688103.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -688116.625000 Penalty: 2795.677979
	Iteration 30Q: 3 clusters Score -688116.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -688126.000000 Penalty: 2795.677979
	Iteration 31Q: 3 clusters Score -688126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -688132.625000 Penalty: 2795.677979
	Iteration 32Q: 3 clusters Score -688132.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -688137.812500 Penalty: 2795.677979
	Iteration 33Q: 3 clusters Score -688137.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -688144.875000 Penalty: 2795.677979
	Iteration 34Q: 3 clusters Score -688144.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -688154.375000 Penalty: 2795.677979
	Iteration 35Q: 3 clusters Score -688154.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -688161.187500 Penalty: 2795.677979
	Iteration 36Q: 3 clusters Score -688161.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -688165.750000 Penalty: 2795.677979
	Iteration 37Q: 3 clusters Score -688165.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -688168.437500 Penalty: 2795.677979
	Iteration 38Q: 3 clusters Score -688168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -688170.000000 Penalty: 2795.677979
	Iteration 39Q: 3 clusters Score -688170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -688174.062500 Penalty: 2795.677979
	Iteration 40F: 3 clusters Score -688174.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -688179.625000 Penalty: 2795.677979
	Iteration 41Q: 3 clusters Score -688179.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -688183.562500 Penalty: 2795.677979
	Iteration 42Q: 3 clusters Score -688183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -688186.875000 Penalty: 2795.677979
	Iteration 43Q: 3 clusters Score -688186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -688187.375000 Penalty: 2795.677979
	Iteration 44Q: 3 clusters Score -688187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -688189.562500 Penalty: 2795.677979
	Iteration 45Q: 3 clusters Score -688189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -688188.812500 Penalty: 2795.677979
	Iteration 46Q: 3 clusters Score -688188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -688189.812500 Penalty: 2795.677979
	Iteration 47Q: 3 clusters Score -688189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -688189.812500 Penalty: 2795.677979
	Iteration 48F: 3 clusters Score -688189.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Entering Unmasked Estep 
Score: -1215659.750000 Penalty: 1496.224731
	Iteration 0F: 2 clusters Score -1215660 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 4926 members 
Entering Unmasked Estep 
Score: -1208477.875000 Penalty: 2992.449463
	Iteration 0F: 3 clusters Score -1208478 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1210772.625000 Penalty: 2992.449463
	Iteration 1F: 3 clusters Score -1210773 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1211062.375000 Penalty: 2992.449463
	Iteration 2F: 3 clusters Score -1211062 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1211348.625000 Penalty: 2992.449463
	Iteration 3F: 3 clusters Score -1211349 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1211663.125000 Penalty: 2992.449463
	Iteration 4Q: 3 clusters Score -1211663 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1211932.375000 Penalty: 2992.449463
	Iteration 5Q: 3 clusters Score -1211932 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1212138.625000 Penalty: 2992.449463
	Iteration 6Q: 3 clusters Score -1212139 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1212341.125000 Penalty: 2992.449463
	Iteration 7Q: 3 clusters Score -1212341 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1212542.750000 Penalty: 2992.449463
	Iteration 8Q: 3 clusters Score -1212543 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1212734.625000 Penalty: 2992.449463
	Iteration 9Q: 3 clusters Score -1212735 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1212934.375000 Penalty: 2992.449463
	Iteration 10Q: 3 clusters Score -1212934 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1213111.500000 Penalty: 2992.449463
	Iteration 11Q: 3 clusters Score -1213112 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1213258.750000 Penalty: 2992.449463
	Iteration 12Q: 3 clusters Score -1213259 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1213354.250000 Penalty: 2992.449463
	Iteration 13Q: 3 clusters Score -1213354 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1213418.500000 Penalty: 2992.449463
	Iteration 14Q: 3 clusters Score -1213418 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1213471.875000 Penalty: 2992.449463
	Iteration 15Q: 3 clusters Score -1213472 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1213517.375000 Penalty: 2992.449463
	Iteration 16Q: 3 clusters Score -1213517 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1213557.375000 Penalty: 2992.449463
	Iteration 17Q: 3 clusters Score -1213557 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1213591.375000 Penalty: 2992.449463
	Iteration 18Q: 3 clusters Score -1213591 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1213623.625000 Penalty: 2992.449463
	Iteration 19Q: 3 clusters Score -1213624 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1213649.250000 Penalty: 2992.449463
	Iteration 20F: 3 clusters Score -1213649 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1213683.875000 Penalty: 2992.449463
	Iteration 21Q: 3 clusters Score -1213684 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1213708.000000 Penalty: 2992.449463
	Iteration 22Q: 3 clusters Score -1213708 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1213736.750000 Penalty: 2992.449463
	Iteration 23Q: 3 clusters Score -1213737 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1213761.375000 Penalty: 2992.449463
	Iteration 24Q: 3 clusters Score -1213761 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1213777.000000 Penalty: 2992.449463
	Iteration 25Q: 3 clusters Score -1213777 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1213786.750000 Penalty: 2992.449463
	Iteration 26Q: 3 clusters Score -1213787 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1213804.500000 Penalty: 2992.449463
	Iteration 27Q: 3 clusters Score -1213804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1213814.375000 Penalty: 2992.449463
	Iteration 28Q: 3 clusters Score -1213814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1213819.375000 Penalty: 2992.449463
	Iteration 29Q: 3 clusters Score -1213819 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1213827.125000 Penalty: 2992.449463
	Iteration 30Q: 3 clusters Score -1213827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1213834.250000 Penalty: 2992.449463
	Iteration 31Q: 3 clusters Score -1213834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1213840.250000 Penalty: 2992.449463
	Iteration 32Q: 3 clusters Score -1213840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1213841.625000 Penalty: 2992.449463
	Iteration 33Q: 3 clusters Score -1213842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1213845.750000 Penalty: 2992.449463
	Iteration 34Q: 3 clusters Score -1213846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1213846.125000 Penalty: 2992.449463
	Iteration 35Q: 3 clusters Score -1213846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1213848.875000 Penalty: 2992.449463
	Iteration 36Q: 3 clusters Score -1213849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1213851.250000 Penalty: 2992.449463
	Iteration 37Q: 3 clusters Score -1213851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1213854.125000 Penalty: 2992.449463
	Iteration 38Q: 3 clusters Score -1213854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1213854.750000 Penalty: 2992.449463
	Iteration 39Q: 3 clusters Score -1213855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1213857.125000 Penalty: 2992.449463
	Iteration 40F: 3 clusters Score -1213857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1213864.250000 Penalty: 2992.449463
	Iteration 41Q: 3 clusters Score -1213864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1213865.000000 Penalty: 2992.449463
	Iteration 42Q: 3 clusters Score -1213865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1213866.125000 Penalty: 2992.449463
	Iteration 43Q: 3 clusters Score -1213866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1213867.625000 Penalty: 2992.449463
	Iteration 44Q: 3 clusters Score -1213868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1213868.625000 Penalty: 2992.449463
	Iteration 45Q: 3 clusters Score -1213869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1213868.125000 Penalty: 2992.449463
	Iteration 46Q: 3 clusters Score -1213868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1213867.250000 Penalty: 2992.449463
	Iteration 47Q: 3 clusters Score -1213867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1213867.375000 Penalty: 2992.449463
	Iteration 48Q: 3 clusters Score -1213867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1213868.750000 Penalty: 2992.449463
	Iteration 49Q: 3 clusters Score -1213869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1213868.750000 Penalty: 2992.449463
	Iteration 50F: 3 clusters Score -1213869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (132666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132666 members 
Entering Unmasked Estep 
Score: -16965040.000000 Penalty: 1916.783447
	Iteration 0F: 2 clusters Score -1.696504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -16883774.000000 Penalty: 3833.566895
	Iteration 0F: 3 clusters Score -1.688377e+07 nChanged 64187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -16922396.000000 Penalty: 3833.566895
	Iteration 1F: 3 clusters Score -1.69224e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -16924414.000000 Penalty: 3833.566895
	Iteration 2Q: 3 clusters Score -1.692441e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -16927670.000000 Penalty: 3833.566895
	Iteration 3F: 3 clusters Score -1.692767e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86605 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -16932558.000000 Penalty: 3833.566895
	Iteration 4F: 3 clusters Score -1.693256e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92769 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -16938490.000000 Penalty: 3833.566895
	Iteration 5F: 3 clusters Score -1.693849e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98301 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -16944420.000000 Penalty: 3833.566895
	Iteration 6F: 3 clusters Score -1.694442e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102034 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -16948862.000000 Penalty: 3833.566895
	Iteration 7F: 3 clusters Score -1.694886e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104216 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -16951370.000000 Penalty: 3833.566895
	Iteration 8Q: 3 clusters Score -1.695137e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105624 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -16952696.000000 Penalty: 3833.566895
	Iteration 9Q: 3 clusters Score -1.69527e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106649 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -16953486.000000 Penalty: 3833.566895
	Iteration 10Q: 3 clusters Score -1.695349e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107532 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -16953972.000000 Penalty: 3833.566895
	Iteration 11Q: 3 clusters Score -1.695397e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108377 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -16954514.000000 Penalty: 3833.566895
	Iteration 12Q: 3 clusters Score -1.695451e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -16955226.000000 Penalty: 3833.566895
	Iteration 13Q: 3 clusters Score -1.695523e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110101 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -16955982.000000 Penalty: 3833.566895
	Iteration 14Q: 3 clusters Score -1.695598e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111064 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -16957004.000000 Penalty: 3833.566895
	Iteration 15Q: 3 clusters Score -1.6957e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112224 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -16958122.000000 Penalty: 3833.566895
	Iteration 16Q: 3 clusters Score -1.695812e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113608 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -16959308.000000 Penalty: 3833.566895
	Iteration 17Q: 3 clusters Score -1.695931e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115193 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -16960590.000000 Penalty: 3833.566895
	Iteration 18Q: 3 clusters Score -1.696059e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116992 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -16961602.000000 Penalty: 3833.566895
	Iteration 19Q: 3 clusters Score -1.69616e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118927 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -16962448.000000 Penalty: 3833.566895
	Iteration 20F: 3 clusters Score -1.696245e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120819 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -16963060.000000 Penalty: 3833.566895
	Iteration 21Q: 3 clusters Score -1.696306e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122642 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -16963570.000000 Penalty: 3833.566895
	Iteration 22Q: 3 clusters Score -1.696357e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124416 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -16963956.000000 Penalty: 3833.566895
	Iteration 23Q: 3 clusters Score -1.696396e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126014 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -16964202.000000 Penalty: 3833.566895
	Iteration 24Q: 3 clusters Score -1.69642e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127393 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -16964262.000000 Penalty: 3833.566895
	Iteration 25Q: 3 clusters Score -1.696426e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128538 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -16964310.000000 Penalty: 3833.566895
	Iteration 26Q: 3 clusters Score -1.696431e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129446 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -16964156.000000 Penalty: 3833.566895
	Iteration 27Q: 3 clusters Score -1.696416e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130166 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -16964122.000000 Penalty: 3833.566895
	Iteration 28Q: 3 clusters Score -1.696412e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130630 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -16964108.000000 Penalty: 3833.566895
	Iteration 29Q: 3 clusters Score -1.696411e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130977 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -16964128.000000 Penalty: 3833.566895
	Iteration 30Q: 3 clusters Score -1.696413e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131187 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -16964186.000000 Penalty: 3833.566895
	Iteration 31Q: 3 clusters Score -1.696419e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131347 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -16964196.000000 Penalty: 3833.566895
	Iteration 32Q: 3 clusters Score -1.69642e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131457 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -16964148.000000 Penalty: 3833.566895
	Iteration 33Q: 3 clusters Score -1.696415e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131546 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -16964144.000000 Penalty: 3833.566895
	Iteration 34Q: 3 clusters Score -1.696414e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131611 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -16964114.000000 Penalty: 3833.566895
	Iteration 35Q: 3 clusters Score -1.696411e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131662 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -16964104.000000 Penalty: 3833.566895
	Iteration 36Q: 3 clusters Score -1.69641e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131688 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -16964094.000000 Penalty: 3833.566895
	Iteration 37Q: 3 clusters Score -1.696409e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131718 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -16964080.000000 Penalty: 3833.566895
	Iteration 38Q: 3 clusters Score -1.696408e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131743 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -16964080.000000 Penalty: 3833.566895
	Iteration 39Q: 3 clusters Score -1.696408e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131767 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -16964084.000000 Penalty: 3833.566895
	Iteration 40F: 3 clusters Score -1.696408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131788 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -16964100.000000 Penalty: 3833.566895
	Iteration 41Q: 3 clusters Score -1.69641e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131803 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -16964088.000000 Penalty: 3833.566895
	Iteration 42Q: 3 clusters Score -1.696409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131813 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -16964078.000000 Penalty: 3833.566895
	Iteration 43Q: 3 clusters Score -1.696408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131820 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16964088.000000 Penalty: 3833.566895
	Iteration 44Q: 3 clusters Score -1.696409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131824 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16964084.000000 Penalty: 3833.566895
	Iteration 45Q: 3 clusters Score -1.696408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131829 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -16964086.000000 Penalty: 3833.566895
	Iteration 46Q: 3 clusters Score -1.696409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131836 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16964078.000000 Penalty: 3833.566895
	Iteration 47Q: 3 clusters Score -1.696408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131840 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -16964088.000000 Penalty: 3833.566895
	Iteration 48Q: 3 clusters Score -1.696409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131844 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -16964082.000000 Penalty: 3833.566895
	Iteration 49Q: 3 clusters Score -1.696408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131850 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -16964094.000000 Penalty: 3833.566895
	Iteration 50Q: 3 clusters Score -1.696409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131855 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -16964084.000000 Penalty: 3833.566895
	Iteration 51Q: 3 clusters Score -1.696408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131855 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -16964092.000000 Penalty: 3833.566895
	Iteration 52Q: 3 clusters Score -1.696409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131854 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16964106.000000 Penalty: 3833.566895
	Iteration 53Q: 3 clusters Score -1.696411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131853 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -16964092.000000 Penalty: 3833.566895
	Iteration 54Q: 3 clusters Score -1.696409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131856 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -16964096.000000 Penalty: 3833.566895
	Iteration 55Q: 3 clusters Score -1.69641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131857 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -16964090.000000 Penalty: 3833.566895
	Iteration 56Q: 3 clusters Score -1.696409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131857 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -16964090.000000 Penalty: 3833.566895
	Iteration 57F: 3 clusters Score -1.696409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Entering Unmasked Estep 
Score: -453937.218750 Penalty: 1352.033325
	Iteration 0F: 2 clusters Score -453937.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -450547.437500 Penalty: 2704.066650
	Iteration 0F: 3 clusters Score -450547.4 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -451526.687500 Penalty: 2704.066650
	Iteration 1F: 3 clusters Score -451526.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -451731.812500 Penalty: 2704.066650
	Iteration 2F: 3 clusters Score -451731.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -451874.437500 Penalty: 2704.066650
	Iteration 3F: 3 clusters Score -451874.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -451996.906250 Penalty: 2704.066650
	Iteration 4Q: 3 clusters Score -451996.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -452082.875000 Penalty: 2704.066650
	Iteration 5Q: 3 clusters Score -452082.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -452161.937500 Penalty: 2704.066650
	Iteration 6Q: 3 clusters Score -452161.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -452240.656250 Penalty: 2704.066650
	Iteration 7Q: 3 clusters Score -452240.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -452320.500000 Penalty: 2704.066650
	Iteration 8Q: 3 clusters Score -452320.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -452401.625000 Penalty: 2704.066650
	Iteration 9Q: 3 clusters Score -452401.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -452478.781250 Penalty: 2704.066650
	Iteration 10Q: 3 clusters Score -452478.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -452558.562500 Penalty: 2704.066650
	Iteration 11Q: 3 clusters Score -452558.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -452658.187500 Penalty: 2704.066650
	Iteration 12Q: 3 clusters Score -452658.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -452756.093750 Penalty: 2704.066650
	Iteration 13Q: 3 clusters Score -452756.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -452812.406250 Penalty: 2704.066650
	Iteration 14Q: 3 clusters Score -452812.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -452851.625000 Penalty: 2704.066650
	Iteration 15Q: 3 clusters Score -452851.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -452870.656250 Penalty: 2704.066650
	Iteration 16Q: 3 clusters Score -452870.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -452881.937500 Penalty: 2704.066650
	Iteration 17Q: 3 clusters Score -452881.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -452891.500000 Penalty: 2704.066650
	Iteration 18Q: 3 clusters Score -452891.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -452908.687500 Penalty: 2704.066650
	Iteration 19Q: 3 clusters Score -452908.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -452918.656250 Penalty: 2704.066650
	Iteration 20F: 3 clusters Score -452918.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -452926.937500 Penalty: 2704.066650
	Iteration 21Q: 3 clusters Score -452926.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -452934.656250 Penalty: 2704.066650
	Iteration 22Q: 3 clusters Score -452934.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -452942.500000 Penalty: 2704.066650
	Iteration 23Q: 3 clusters Score -452942.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -452947.593750 Penalty: 2704.066650
	Iteration 24Q: 3 clusters Score -452947.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -452952.593750 Penalty: 2704.066650
	Iteration 25Q: 3 clusters Score -452952.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -452955.937500 Penalty: 2704.066650
	Iteration 26Q: 3 clusters Score -452955.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -452961.625000 Penalty: 2704.066650
	Iteration 27Q: 3 clusters Score -452961.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -452965.468750 Penalty: 2704.066650
	Iteration 28Q: 3 clusters Score -452965.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -452968.156250 Penalty: 2704.066650
	Iteration 29Q: 3 clusters Score -452968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -452971.781250 Penalty: 2704.066650
	Iteration 30Q: 3 clusters Score -452971.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -452973.593750 Penalty: 2704.066650
	Iteration 31Q: 3 clusters Score -452973.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -452974.968750 Penalty: 2704.066650
	Iteration 32Q: 3 clusters Score -452975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -452978.843750 Penalty: 2704.066650
	Iteration 33Q: 3 clusters Score -452978.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -452980.218750 Penalty: 2704.066650
	Iteration 34Q: 3 clusters Score -452980.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -452981.281250 Penalty: 2704.066650
	Iteration 35Q: 3 clusters Score -452981.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -452984.343750 Penalty: 2704.066650
	Iteration 36Q: 3 clusters Score -452984.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -452987.031250 Penalty: 2704.066650
	Iteration 37Q: 3 clusters Score -452987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -452991.500000 Penalty: 2704.066650
	Iteration 38Q: 3 clusters Score -452991.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -452994.593750 Penalty: 2704.066650
	Iteration 39Q: 3 clusters Score -452994.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -452997.750000 Penalty: 2704.066650
	Iteration 40F: 3 clusters Score -452997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -453000.250000 Penalty: 2704.066650
	Iteration 41Q: 3 clusters Score -453000.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -453004.687500 Penalty: 2704.066650
	Iteration 42Q: 3 clusters Score -453004.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -453007.656250 Penalty: 2704.066650
	Iteration 43Q: 3 clusters Score -453007.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -453009.250000 Penalty: 2704.066650
	Iteration 44Q: 3 clusters Score -453009.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -453010.031250 Penalty: 2704.066650
	Iteration 45Q: 3 clusters Score -453010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -453011.718750 Penalty: 2704.066650
	Iteration 46Q: 3 clusters Score -453011.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -453012.250000 Penalty: 2704.066650
	Iteration 47Q: 3 clusters Score -453012.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -453015.812500 Penalty: 2704.066650
	Iteration 48Q: 3 clusters Score -453015.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -453021.000000 Penalty: 2704.066650
	Iteration 49Q: 3 clusters Score -453021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -453023.718750 Penalty: 2704.066650
	Iteration 50Q: 3 clusters Score -453023.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -453026.562500 Penalty: 2704.066650
	Iteration 51Q: 3 clusters Score -453026.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -453033.906250 Penalty: 2704.066650
	Iteration 52Q: 3 clusters Score -453033.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -453038.125000 Penalty: 2704.066650
	Iteration 53Q: 3 clusters Score -453038.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -453040.562500 Penalty: 2704.066650
	Iteration 54Q: 3 clusters Score -453040.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -453043.531250 Penalty: 2704.066650
	Iteration 55Q: 3 clusters Score -453043.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -453045.937500 Penalty: 2704.066650
	Iteration 56Q: 3 clusters Score -453045.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -453048.843750 Penalty: 2704.066650
	Iteration 57Q: 3 clusters Score -453048.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -453050.312500 Penalty: 2704.066650
	Iteration 58Q: 3 clusters Score -453050.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -453052.343750 Penalty: 2704.066650
	Iteration 59Q: 3 clusters Score -453052.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -453052.375000 Penalty: 2704.066650
	Iteration 60F: 3 clusters Score -453052.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Entering Unmasked Estep 
Score: -849000.125000 Penalty: 1433.123535
	Iteration 0F: 2 clusters Score -849000.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -843947.000000 Penalty: 2866.247070
	Iteration 0F: 3 clusters Score -843947 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -845634.562500 Penalty: 2866.247070
	Iteration 1F: 3 clusters Score -845634.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -846096.812500 Penalty: 2866.247070
	Iteration 2F: 3 clusters Score -846096.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -846558.750000 Penalty: 2866.247070
	Iteration 3F: 3 clusters Score -846558.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -846906.750000 Penalty: 2866.247070
	Iteration 4F: 3 clusters Score -846906.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -847147.750000 Penalty: 2866.247070
	Iteration 5F: 3 clusters Score -847147.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -847305.125000 Penalty: 2866.247070
	Iteration 6Q: 3 clusters Score -847305.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -847412.062500 Penalty: 2866.247070
	Iteration 7Q: 3 clusters Score -847412.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -847477.625000 Penalty: 2866.247070
	Iteration 8Q: 3 clusters Score -847477.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -847521.687500 Penalty: 2866.247070
	Iteration 9Q: 3 clusters Score -847521.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -847551.125000 Penalty: 2866.247070
	Iteration 10Q: 3 clusters Score -847551.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -847564.062500 Penalty: 2866.247070
	Iteration 11Q: 3 clusters Score -847564.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -847578.375000 Penalty: 2866.247070
	Iteration 12Q: 3 clusters Score -847578.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -847588.437500 Penalty: 2866.247070
	Iteration 13Q: 3 clusters Score -847588.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -847597.562500 Penalty: 2866.247070
	Iteration 14Q: 3 clusters Score -847597.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -847603.312500 Penalty: 2866.247070
	Iteration 15Q: 3 clusters Score -847603.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -847606.812500 Penalty: 2866.247070
	Iteration 16Q: 3 clusters Score -847606.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -847610.937500 Penalty: 2866.247070
	Iteration 17Q: 3 clusters Score -847610.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -847614.875000 Penalty: 2866.247070
	Iteration 18Q: 3 clusters Score -847614.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -847619.187500 Penalty: 2866.247070
	Iteration 19Q: 3 clusters Score -847619.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -847626.812500 Penalty: 2866.247070
	Iteration 20F: 3 clusters Score -847626.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -847633.375000 Penalty: 2866.247070
	Iteration 21Q: 3 clusters Score -847633.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -847640.875000 Penalty: 2866.247070
	Iteration 22Q: 3 clusters Score -847640.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -847647.062500 Penalty: 2866.247070
	Iteration 23Q: 3 clusters Score -847647.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -847654.312500 Penalty: 2866.247070
	Iteration 24Q: 3 clusters Score -847654.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -847655.625000 Penalty: 2866.247070
	Iteration 25Q: 3 clusters Score -847655.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -847659.875000 Penalty: 2866.247070
	Iteration 26Q: 3 clusters Score -847659.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -847664.062500 Penalty: 2866.247070
	Iteration 27Q: 3 clusters Score -847664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -847662.875000 Penalty: 2866.247070
	Iteration 28Q: 3 clusters Score -847662.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -847664.312500 Penalty: 2866.247070
	Iteration 29Q: 3 clusters Score -847664.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -847665.312500 Penalty: 2866.247070
	Iteration 30Q: 3 clusters Score -847665.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -847666.562500 Penalty: 2866.247070
	Iteration 31Q: 3 clusters Score -847666.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -847667.500000 Penalty: 2866.247070
	Iteration 32Q: 3 clusters Score -847667.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -847669.375000 Penalty: 2866.247070
	Iteration 33Q: 3 clusters Score -847669.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -847672.562500 Penalty: 2866.247070
	Iteration 34Q: 3 clusters Score -847672.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -847678.750000 Penalty: 2866.247070
	Iteration 35Q: 3 clusters Score -847678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -847680.375000 Penalty: 2866.247070
	Iteration 36Q: 3 clusters Score -847680.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -847682.250000 Penalty: 2866.247070
	Iteration 37Q: 3 clusters Score -847682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -847682.937500 Penalty: 2866.247070
	Iteration 38Q: 3 clusters Score -847682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -847683.375000 Penalty: 2866.247070
	Iteration 39Q: 3 clusters Score -847683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -847685.062500 Penalty: 2866.247070
	Iteration 40F: 3 clusters Score -847685.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -847687.937500 Penalty: 2866.247070
	Iteration 41Q: 3 clusters Score -847687.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -847688.062500 Penalty: 2866.247070
	Iteration 42Q: 3 clusters Score -847688.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -847692.250000 Penalty: 2866.247070
	Iteration 43Q: 3 clusters Score -847692.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -847694.687500 Penalty: 2866.247070
	Iteration 44Q: 3 clusters Score -847694.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -847697.062500 Penalty: 2866.247070
	Iteration 45Q: 3 clusters Score -847697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -847698.562500 Penalty: 2866.247070
	Iteration 46Q: 3 clusters Score -847698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -847697.562500 Penalty: 2866.247070
	Iteration 47Q: 3 clusters Score -847697.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -847697.375000 Penalty: 2866.247070
	Iteration 48Q: 3 clusters Score -847697.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -847698.500000 Penalty: 2866.247070
	Iteration 49Q: 3 clusters Score -847698.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -847699.687500 Penalty: 2866.247070
	Iteration 50Q: 3 clusters Score -847699.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -847698.562500 Penalty: 2866.247070
	Iteration 51Q: 3 clusters Score -847698.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -847698.875000 Penalty: 2866.247070
	Iteration 52Q: 3 clusters Score -847698.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -847699.875000 Penalty: 2866.247070
	Iteration 53Q: 3 clusters Score -847699.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -847702.375000 Penalty: 2866.247070
	Iteration 54Q: 3 clusters Score -847702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -847701.562500 Penalty: 2866.247070
	Iteration 55Q: 3 clusters Score -847701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -847704.812500 Penalty: 2866.247070
	Iteration 56Q: 3 clusters Score -847704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -847704.875000 Penalty: 2866.247070
	Iteration 57Q: 3 clusters Score -847704.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -847705.437500 Penalty: 2866.247070
	Iteration 58Q: 3 clusters Score -847705.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -847708.500000 Penalty: 2866.247070
	Iteration 59Q: 3 clusters Score -847708.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -847710.125000 Penalty: 2866.247070
	Iteration 60F: 3 clusters Score -847710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -847709.812500 Penalty: 2866.247070
	Iteration 61Q: 3 clusters Score -847709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -847708.875000 Penalty: 2866.247070
	Iteration 62Q: 3 clusters Score -847708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -847710.875000 Penalty: 2866.247070
	Iteration 63Q: 3 clusters Score -847710.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -847713.125000 Penalty: 2866.247070
	Iteration 64Q: 3 clusters Score -847713.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -847714.875000 Penalty: 2866.247070
	Iteration 65Q: 3 clusters Score -847714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -847714.687500 Penalty: 2866.247070
	Iteration 66Q: 3 clusters Score -847714.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -847714.375000 Penalty: 2866.247070
	Iteration 67Q: 3 clusters Score -847714.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -847714.312500 Penalty: 2866.247070
	Iteration 68Q: 3 clusters Score -847714.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -847715.375000 Penalty: 2866.247070
	Iteration 69Q: 3 clusters Score -847715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -847713.562500 Penalty: 2866.247070
	Iteration 70Q: 3 clusters Score -847713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -847714.125000 Penalty: 2866.247070
	Iteration 71Q: 3 clusters Score -847714.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -847718.500000 Penalty: 2866.247070
	Iteration 72Q: 3 clusters Score -847718.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -847720.437500 Penalty: 2866.247070
	Iteration 73Q: 3 clusters Score -847720.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -847724.312500 Penalty: 2866.247070
	Iteration 74Q: 3 clusters Score -847724.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -847727.625000 Penalty: 2866.247070
	Iteration 75Q: 3 clusters Score -847727.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -847733.937500 Penalty: 2866.247070
	Iteration 76Q: 3 clusters Score -847733.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -847743.750000 Penalty: 2866.247070
	Iteration 77Q: 3 clusters Score -847743.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -847754.687500 Penalty: 2866.247070
	Iteration 78Q: 3 clusters Score -847754.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -847765.750000 Penalty: 2866.247070
	Iteration 79Q: 3 clusters Score -847765.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -847783.312500 Penalty: 2866.247070
	Iteration 80F: 3 clusters Score -847783.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -847806.750000 Penalty: 2866.247070
	Iteration 81Q: 3 clusters Score -847806.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -847827.250000 Penalty: 2866.247070
	Iteration 82Q: 3 clusters Score -847827.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -847853.187500 Penalty: 2866.247070
	Iteration 83Q: 3 clusters Score -847853.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -847873.375000 Penalty: 2866.247070
	Iteration 84Q: 3 clusters Score -847873.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -847900.437500 Penalty: 2866.247070
	Iteration 85Q: 3 clusters Score -847900.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -847934.937500 Penalty: 2866.247070
	Iteration 86Q: 3 clusters Score -847934.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -847975.250000 Penalty: 2866.247070
	Iteration 87Q: 3 clusters Score -847975.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -848004.750000 Penalty: 2866.247070
	Iteration 88Q: 3 clusters Score -848004.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -848034.875000 Penalty: 2866.247070
	Iteration 89Q: 3 clusters Score -848034.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -848058.125000 Penalty: 2866.247070
	Iteration 90Q: 3 clusters Score -848058.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -848077.875000 Penalty: 2866.247070
	Iteration 91Q: 3 clusters Score -848077.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -848102.000000 Penalty: 2866.247070
	Iteration 92Q: 3 clusters Score -848102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -848123.937500 Penalty: 2866.247070
	Iteration 93Q: 3 clusters Score -848123.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -848137.062500 Penalty: 2866.247070
	Iteration 94Q: 3 clusters Score -848137.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -848152.000000 Penalty: 2866.247070
	Iteration 95Q: 3 clusters Score -848152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -848167.125000 Penalty: 2866.247070
	Iteration 96Q: 3 clusters Score -848167.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -848177.125000 Penalty: 2866.247070
	Iteration 97Q: 3 clusters Score -848177.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -848189.125000 Penalty: 2866.247070
	Iteration 98Q: 3 clusters Score -848189.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -848194.750000 Penalty: 2866.247070
	Iteration 99Q: 3 clusters Score -848194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -848198.000000 Penalty: 2866.247070
	Iteration 100F: 3 clusters Score -848198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -848199.562500 Penalty: 2866.247070
	Iteration 101Q: 3 clusters Score -848199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -848199.437500 Penalty: 2866.247070
	Iteration 102Q: 3 clusters Score -848199.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -848199.437500 Penalty: 2866.247070
	Iteration 103F: 3 clusters Score -848199.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Entering Unmasked Estep 
Score: -917098.437500 Penalty: 1444.892944
	Iteration 0F: 2 clusters Score -917098.4 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 3733 members 
Entering Unmasked Estep 
Score: -911754.250000 Penalty: 2889.785889
	Iteration 0F: 3 clusters Score -911754.2 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -913587.500000 Penalty: 2889.785889
	Iteration 1F: 3 clusters Score -913587.5 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -914240.000000 Penalty: 2889.785889
	Iteration 2F: 3 clusters Score -914240 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -914979.937500 Penalty: 2889.785889
	Iteration 3F: 3 clusters Score -914979.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -915584.437500 Penalty: 2889.785889
	Iteration 4F: 3 clusters Score -915584.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -915918.000000 Penalty: 2889.785889
	Iteration 5F: 3 clusters Score -915918 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -916104.937500 Penalty: 2889.785889
	Iteration 6Q: 3 clusters Score -916104.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -916211.250000 Penalty: 2889.785889
	Iteration 7Q: 3 clusters Score -916211.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -916284.750000 Penalty: 2889.785889
	Iteration 8Q: 3 clusters Score -916284.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -916337.000000 Penalty: 2889.785889
	Iteration 9Q: 3 clusters Score -916337 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -916376.000000 Penalty: 2889.785889
	Iteration 10Q: 3 clusters Score -916376 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -916402.875000 Penalty: 2889.785889
	Iteration 11Q: 3 clusters Score -916402.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -916418.937500 Penalty: 2889.785889
	Iteration 12Q: 3 clusters Score -916418.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -916439.812500 Penalty: 2889.785889
	Iteration 13Q: 3 clusters Score -916439.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -916454.687500 Penalty: 2889.785889
	Iteration 14Q: 3 clusters Score -916454.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -916469.437500 Penalty: 2889.785889
	Iteration 15Q: 3 clusters Score -916469.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -916488.812500 Penalty: 2889.785889
	Iteration 16Q: 3 clusters Score -916488.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -916509.937500 Penalty: 2889.785889
	Iteration 17Q: 3 clusters Score -916509.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -916521.125000 Penalty: 2889.785889
	Iteration 18Q: 3 clusters Score -916521.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -916534.812500 Penalty: 2889.785889
	Iteration 19Q: 3 clusters Score -916534.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -916546.437500 Penalty: 2889.785889
	Iteration 20F: 3 clusters Score -916546.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -916557.000000 Penalty: 2889.785889
	Iteration 21Q: 3 clusters Score -916557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -916569.062500 Penalty: 2889.785889
	Iteration 22Q: 3 clusters Score -916569.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -916579.062500 Penalty: 2889.785889
	Iteration 23Q: 3 clusters Score -916579.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -916585.625000 Penalty: 2889.785889
	Iteration 24Q: 3 clusters Score -916585.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -916593.187500 Penalty: 2889.785889
	Iteration 25Q: 3 clusters Score -916593.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -916596.812500 Penalty: 2889.785889
	Iteration 26Q: 3 clusters Score -916596.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -916596.437500 Penalty: 2889.785889
	Iteration 27Q: 3 clusters Score -916596.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -916599.625000 Penalty: 2889.785889
	Iteration 28Q: 3 clusters Score -916599.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -916600.625000 Penalty: 2889.785889
	Iteration 29Q: 3 clusters Score -916600.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -916601.687500 Penalty: 2889.785889
	Iteration 30Q: 3 clusters Score -916601.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -916603.250000 Penalty: 2889.785889
	Iteration 31Q: 3 clusters Score -916603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -916603.562500 Penalty: 2889.785889
	Iteration 32Q: 3 clusters Score -916603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -916605.562500 Penalty: 2889.785889
	Iteration 33Q: 3 clusters Score -916605.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -916605.625000 Penalty: 2889.785889
	Iteration 34Q: 3 clusters Score -916605.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -916605.250000 Penalty: 2889.785889
	Iteration 35Q: 3 clusters Score -916605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -916605.187500 Penalty: 2889.785889
	Iteration 36Q: 3 clusters Score -916605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -916605.187500 Penalty: 2889.785889
	Iteration 37F: 3 clusters Score -916605.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (88896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88896 members 
Entering Unmasked Estep 
Score: -10546643.000000 Penalty: 1851.723633
	Iteration 0F: 2 clusters Score -1.054664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -10486801.000000 Penalty: 3703.447266
	Iteration 0F: 3 clusters Score -1.04868e+07 nChanged 42605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -10512415.000000 Penalty: 3703.447266
	Iteration 1F: 3 clusters Score -1.051242e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -10513951.000000 Penalty: 3703.447266
	Iteration 2Q: 3 clusters Score -1.051395e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -10516266.000000 Penalty: 3703.447266
	Iteration 3F: 3 clusters Score -1.051627e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -10519324.000000 Penalty: 3703.447266
	Iteration 4F: 3 clusters Score -1.051932e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -10523438.000000 Penalty: 3703.447266
	Iteration 5F: 3 clusters Score -1.052344e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 67548 members 
Entering Unmasked Estep 
Score: -10528407.000000 Penalty: 3703.447266
	Iteration 6F: 3 clusters Score -1.052841e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
Score: -10533254.000000 Penalty: 3703.447266
	Iteration 7F: 3 clusters Score -1.053325e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -10537187.000000 Penalty: 3703.447266
	Iteration 8F: 3 clusters Score -1.053719e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 79806 members 
Entering Unmasked Estep 
Score: -10539834.000000 Penalty: 3703.447266
	Iteration 9Q: 3 clusters Score -1.053983e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 81911 members 
Entering Unmasked Estep 
Score: -10541439.000000 Penalty: 3703.447266
	Iteration 10Q: 3 clusters Score -1.054144e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 83452 members 
Entering Unmasked Estep 
Score: -10542532.000000 Penalty: 3703.447266
	Iteration 11Q: 3 clusters Score -1.054253e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 84614 members 
Entering Unmasked Estep 
Score: -10543302.000000 Penalty: 3703.447266
	Iteration 12Q: 3 clusters Score -1.05433e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 85492 members 
Entering Unmasked Estep 
Score: -10543787.000000 Penalty: 3703.447266
	Iteration 13Q: 3 clusters Score -1.054379e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 86148 members 
Entering Unmasked Estep 
Score: -10544145.000000 Penalty: 3703.447266
	Iteration 14Q: 3 clusters Score -1.054414e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -10544404.000000 Penalty: 3703.447266
	Iteration 15Q: 3 clusters Score -1.05444e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 87047 members 
Entering Unmasked Estep 
Score: -10544618.000000 Penalty: 3703.447266
	Iteration 16Q: 3 clusters Score -1.054462e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -10544735.000000 Penalty: 3703.447266
	Iteration 17Q: 3 clusters Score -1.054474e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -10544837.000000 Penalty: 3703.447266
	Iteration 18Q: 3 clusters Score -1.054484e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 87660 members 
Entering Unmasked Estep 
Score: -10544907.000000 Penalty: 3703.447266
	Iteration 19Q: 3 clusters Score -1.054491e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -10544960.000000 Penalty: 3703.447266
	Iteration 20F: 3 clusters Score -1.054496e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 87865 members 
Entering Unmasked Estep 
Score: -10545046.000000 Penalty: 3703.447266
	Iteration 21Q: 3 clusters Score -1.054505e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 87937 members 
Entering Unmasked Estep 
Score: -10545088.000000 Penalty: 3703.447266
	Iteration 22Q: 3 clusters Score -1.054509e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 88004 members 
Entering Unmasked Estep 
Score: -10545109.000000 Penalty: 3703.447266
	Iteration 23Q: 3 clusters Score -1.054511e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 88048 members 
Entering Unmasked Estep 
Score: -10545145.000000 Penalty: 3703.447266
	Iteration 24Q: 3 clusters Score -1.054514e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 88074 members 
Entering Unmasked Estep 
Score: -10545161.000000 Penalty: 3703.447266
	Iteration 25Q: 3 clusters Score -1.054516e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 88100 members 
Entering Unmasked Estep 
Score: -10545185.000000 Penalty: 3703.447266
	Iteration 26Q: 3 clusters Score -1.054518e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 88119 members 
Entering Unmasked Estep 
Score: -10545209.000000 Penalty: 3703.447266
	Iteration 27Q: 3 clusters Score -1.054521e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -10545224.000000 Penalty: 3703.447266
	Iteration 28Q: 3 clusters Score -1.054522e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -10545218.000000 Penalty: 3703.447266
	Iteration 29Q: 3 clusters Score -1.054522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 88166 members 
Entering Unmasked Estep 
Score: -10545239.000000 Penalty: 3703.447266
	Iteration 30Q: 3 clusters Score -1.054524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -10545242.000000 Penalty: 3703.447266
	Iteration 31Q: 3 clusters Score -1.054524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -10545246.000000 Penalty: 3703.447266
	Iteration 32Q: 3 clusters Score -1.054525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -10545266.000000 Penalty: 3703.447266
	Iteration 33Q: 3 clusters Score -1.054527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 88185 members 
Entering Unmasked Estep 
Score: -10545279.000000 Penalty: 3703.447266
	Iteration 34Q: 3 clusters Score -1.054528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 88191 members 
Entering Unmasked Estep 
Score: -10545287.000000 Penalty: 3703.447266
	Iteration 35Q: 3 clusters Score -1.054529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 88184 members 
Entering Unmasked Estep 
Score: -10545291.000000 Penalty: 3703.447266
	Iteration 36Q: 3 clusters Score -1.054529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -10545291.000000 Penalty: 3703.447266
	Iteration 37Q: 3 clusters Score -1.054529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 88176 members 
Entering Unmasked Estep 
Score: -10545298.000000 Penalty: 3703.447266
	Iteration 38Q: 3 clusters Score -1.05453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 88170 members 
Entering Unmasked Estep 
Score: -10545299.000000 Penalty: 3703.447266
	Iteration 39Q: 3 clusters Score -1.05453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 88171 members 
Entering Unmasked Estep 
Score: -10545301.000000 Penalty: 3703.447266
	Iteration 40F: 3 clusters Score -1.05453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 88172 members 
Entering Unmasked Estep 
Score: -10545305.000000 Penalty: 3703.447266
	Iteration 41Q: 3 clusters Score -1.05453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 88176 members 
Entering Unmasked Estep 
Score: -10545303.000000 Penalty: 3703.447266
	Iteration 42Q: 3 clusters Score -1.05453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 88176 members 
Entering Unmasked Estep 
Score: -10545296.000000 Penalty: 3703.447266
	Iteration 43Q: 3 clusters Score -1.05453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 88174 members 
Entering Unmasked Estep 
Score: -10545292.000000 Penalty: 3703.447266
	Iteration 44Q: 3 clusters Score -1.054529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 88172 members 
Entering Unmasked Estep 
Score: -10545297.000000 Penalty: 3703.447266
	Iteration 45Q: 3 clusters Score -1.05453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -10545292.000000 Penalty: 3703.447266
	Iteration 46Q: 3 clusters Score -1.054529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -10545292.000000 Penalty: 3703.447266
	Iteration 47Q: 3 clusters Score -1.054529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 88176 members 
Entering Unmasked Estep 
Score: -10545292.000000 Penalty: 3703.447266
	Iteration 48Q: 3 clusters Score -1.054529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 88176 members 
Entering Unmasked Estep 
Score: -10545292.000000 Penalty: 3703.447266
	Iteration 49F: 3 clusters Score -1.054529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Entering Unmasked Estep 
Score: -529352.687500 Penalty: 1374.920044
	Iteration 0F: 2 clusters Score -529352.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -525570.375000 Penalty: 2749.840088
	Iteration 0F: 3 clusters Score -525570.4 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -526747.687500 Penalty: 2749.840088
	Iteration 1F: 3 clusters Score -526747.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -527009.312500 Penalty: 2749.840088
	Iteration 2F: 3 clusters Score -527009.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -527226.312500 Penalty: 2749.840088
	Iteration 3F: 3 clusters Score -527226.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -527417.125000 Penalty: 2749.840088
	Iteration 4F: 3 clusters Score -527417.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -527587.625000 Penalty: 2749.840088
	Iteration 5Q: 3 clusters Score -527587.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -527738.625000 Penalty: 2749.840088
	Iteration 6Q: 3 clusters Score -527738.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -527829.625000 Penalty: 2749.840088
	Iteration 7Q: 3 clusters Score -527829.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -527899.562500 Penalty: 2749.840088
	Iteration 8Q: 3 clusters Score -527899.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -527956.000000 Penalty: 2749.840088
	Iteration 9Q: 3 clusters Score -527956 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -528009.375000 Penalty: 2749.840088
	Iteration 10Q: 3 clusters Score -528009.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -528070.062500 Penalty: 2749.840088
	Iteration 11Q: 3 clusters Score -528070.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -528114.562500 Penalty: 2749.840088
	Iteration 12Q: 3 clusters Score -528114.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -528147.375000 Penalty: 2749.840088
	Iteration 13Q: 3 clusters Score -528147.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -528172.437500 Penalty: 2749.840088
	Iteration 14Q: 3 clusters Score -528172.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -528196.375000 Penalty: 2749.840088
	Iteration 15Q: 3 clusters Score -528196.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -528219.187500 Penalty: 2749.840088
	Iteration 16Q: 3 clusters Score -528219.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -528236.500000 Penalty: 2749.840088
	Iteration 17Q: 3 clusters Score -528236.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -528253.437500 Penalty: 2749.840088
	Iteration 18Q: 3 clusters Score -528253.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -528271.937500 Penalty: 2749.840088
	Iteration 19Q: 3 clusters Score -528271.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -528281.500000 Penalty: 2749.840088
	Iteration 20F: 3 clusters Score -528281.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -528289.125000 Penalty: 2749.840088
	Iteration 21Q: 3 clusters Score -528289.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -528295.875000 Penalty: 2749.840088
	Iteration 22Q: 3 clusters Score -528295.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -528301.125000 Penalty: 2749.840088
	Iteration 23Q: 3 clusters Score -528301.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -528310.812500 Penalty: 2749.840088
	Iteration 24Q: 3 clusters Score -528310.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -528319.125000 Penalty: 2749.840088
	Iteration 25Q: 3 clusters Score -528319.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -528327.875000 Penalty: 2749.840088
	Iteration 26Q: 3 clusters Score -528327.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -528340.375000 Penalty: 2749.840088
	Iteration 27Q: 3 clusters Score -528340.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -528350.875000 Penalty: 2749.840088
	Iteration 28Q: 3 clusters Score -528350.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -528359.375000 Penalty: 2749.840088
	Iteration 29Q: 3 clusters Score -528359.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -528365.250000 Penalty: 2749.840088
	Iteration 30Q: 3 clusters Score -528365.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -528370.437500 Penalty: 2749.840088
	Iteration 31Q: 3 clusters Score -528370.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -528373.812500 Penalty: 2749.840088
	Iteration 32Q: 3 clusters Score -528373.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -528376.687500 Penalty: 2749.840088
	Iteration 33Q: 3 clusters Score -528376.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -528380.437500 Penalty: 2749.840088
	Iteration 34Q: 3 clusters Score -528380.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -528390.062500 Penalty: 2749.840088
	Iteration 35Q: 3 clusters Score -528390.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -528398.187500 Penalty: 2749.840088
	Iteration 36Q: 3 clusters Score -528398.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -528405.062500 Penalty: 2749.840088
	Iteration 37Q: 3 clusters Score -528405.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -528416.500000 Penalty: 2749.840088
	Iteration 38Q: 3 clusters Score -528416.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -528428.937500 Penalty: 2749.840088
	Iteration 39Q: 3 clusters Score -528428.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -528434.562500 Penalty: 2749.840088
	Iteration 40F: 3 clusters Score -528434.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -528439.062500 Penalty: 2749.840088
	Iteration 41Q: 3 clusters Score -528439.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -528444.500000 Penalty: 2749.840088
	Iteration 42Q: 3 clusters Score -528444.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -528453.625000 Penalty: 2749.840088
	Iteration 43Q: 3 clusters Score -528453.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -528458.375000 Penalty: 2749.840088
	Iteration 44Q: 3 clusters Score -528458.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -528459.375000 Penalty: 2749.840088
	Iteration 45Q: 3 clusters Score -528459.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -528462.875000 Penalty: 2749.840088
	Iteration 46Q: 3 clusters Score -528462.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -528463.937500 Penalty: 2749.840088
	Iteration 47Q: 3 clusters Score -528463.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -528466.000000 Penalty: 2749.840088
	Iteration 48Q: 3 clusters Score -528466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -528466.500000 Penalty: 2749.840088
	Iteration 49Q: 3 clusters Score -528466.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -528466.500000 Penalty: 2749.840088
	Iteration 50F: 3 clusters Score -528466.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Entering Unmasked Estep 
Score: -276411.343750 Penalty: 1266.792603
	Iteration 0F: 2 clusters Score -276411.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -274060.781250 Penalty: 2533.585205
	Iteration 0F: 3 clusters Score -274060.8 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -274668.562500 Penalty: 2533.585205
	Iteration 1F: 3 clusters Score -274668.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -274840.906250 Penalty: 2533.585205
	Iteration 2F: 3 clusters Score -274840.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -274968.281250 Penalty: 2533.585205
	Iteration 3F: 3 clusters Score -274968.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -275063.906250 Penalty: 2533.585205
	Iteration 4F: 3 clusters Score -275063.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -275130.968750 Penalty: 2533.585205
	Iteration 5Q: 3 clusters Score -275131 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -275195.687500 Penalty: 2533.585205
	Iteration 6Q: 3 clusters Score -275195.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -275247.968750 Penalty: 2533.585205
	Iteration 7Q: 3 clusters Score -275248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -275303.031250 Penalty: 2533.585205
	Iteration 8Q: 3 clusters Score -275303 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -275368.281250 Penalty: 2533.585205
	Iteration 9Q: 3 clusters Score -275368.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -275419.906250 Penalty: 2533.585205
	Iteration 10Q: 3 clusters Score -275419.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -275463.562500 Penalty: 2533.585205
	Iteration 11Q: 3 clusters Score -275463.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -275504.343750 Penalty: 2533.585205
	Iteration 12Q: 3 clusters Score -275504.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -275531.843750 Penalty: 2533.585205
	Iteration 13Q: 3 clusters Score -275531.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -275552.531250 Penalty: 2533.585205
	Iteration 14Q: 3 clusters Score -275552.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -275571.843750 Penalty: 2533.585205
	Iteration 15Q: 3 clusters Score -275571.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -275583.093750 Penalty: 2533.585205
	Iteration 16Q: 3 clusters Score -275583.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -275593.031250 Penalty: 2533.585205
	Iteration 17Q: 3 clusters Score -275593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -275602.750000 Penalty: 2533.585205
	Iteration 18Q: 3 clusters Score -275602.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -275612.468750 Penalty: 2533.585205
	Iteration 19Q: 3 clusters Score -275612.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -275619.812500 Penalty: 2533.585205
	Iteration 20F: 3 clusters Score -275619.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -275625.250000 Penalty: 2533.585205
	Iteration 21Q: 3 clusters Score -275625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -275628.593750 Penalty: 2533.585205
	Iteration 22Q: 3 clusters Score -275628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -275629.718750 Penalty: 2533.585205
	Iteration 23Q: 3 clusters Score -275629.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -275630.531250 Penalty: 2533.585205
	Iteration 24Q: 3 clusters Score -275630.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -275630.843750 Penalty: 2533.585205
	Iteration 25Q: 3 clusters Score -275630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -275631.156250 Penalty: 2533.585205
	Iteration 26Q: 3 clusters Score -275631.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -275631.843750 Penalty: 2533.585205
	Iteration 27Q: 3 clusters Score -275631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -275632.718750 Penalty: 2533.585205
	Iteration 28Q: 3 clusters Score -275632.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -275632.718750 Penalty: 2533.585205
	Iteration 29F: 3 clusters Score -275632.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 10080 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17700 members 
Mstep: Class 7 contains 27854 members 
Mstep: Class 8 contains 83392 members 
Mstep: Class 9 contains 32879 members 
Mstep: Class 10 contains 30452 members 
Mstep: Class 11 contains 4529 members 
Mstep: Class 12 contains 27082 members 
Mstep: Class 13 contains 17583 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90584 members 
Mstep: Class 16 contains 32227 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 3857 members 
Mstep: Class 19 contains 130444 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9972 members 
Mstep: Class 25 contains 132666 members 
Mstep: Class 26 contains 4106 members 
Mstep: Class 27 contains 6763 members 
Mstep: Class 28 contains 7271 members 
Mstep: Class 29 contains 88896 members 
Mstep: Class 30 contains 4727 members 
Mstep: Class 31 contains 2430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942664.000000 Penalty: 68979.507812
Iteration 319Q: 32 clusters Score -1.089427e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 10080 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17701 members 
Mstep: Class 7 contains 27857 members 
Mstep: Class 8 contains 83389 members 
Mstep: Class 9 contains 32878 members 
Mstep: Class 10 contains 30449 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 27082 members 
Mstep: Class 13 contains 17583 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90581 members 
Mstep: Class 16 contains 32228 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 3856 members 
Mstep: Class 19 contains 130442 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9970 members 
Mstep: Class 25 contains 132661 members 
Mstep: Class 26 contains 4104 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 7270 members 
Mstep: Class 29 contains 88912 members 
Mstep: Class 30 contains 4728 members 
Mstep: Class 31 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942712.000000 Penalty: 68979.507812
Iteration 320F: 32 clusters Score -1.089427e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 10081 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17701 members 
Mstep: Class 7 contains 27865 members 
Mstep: Class 8 contains 83386 members 
Mstep: Class 9 contains 32875 members 
Mstep: Class 10 contains 30451 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 27079 members 
Mstep: Class 13 contains 17579 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90570 members 
Mstep: Class 16 contains 32230 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 3855 members 
Mstep: Class 19 contains 130440 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5442 members 
Mstep: Class 24 contains 9968 members 
Mstep: Class 25 contains 132657 members 
Mstep: Class 26 contains 4104 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7270 members 
Mstep: Class 29 contains 88933 members 
Mstep: Class 30 contains 4729 members 
Mstep: Class 31 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942752.000000 Penalty: 68979.507812
Iteration 321Q: 32 clusters Score -1.089428e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 10081 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17702 members 
Mstep: Class 7 contains 27872 members 
Mstep: Class 8 contains 83383 members 
Mstep: Class 9 contains 32872 members 
Mstep: Class 10 contains 30449 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 27080 members 
Mstep: Class 13 contains 17578 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90566 members 
Mstep: Class 16 contains 32229 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 3855 members 
Mstep: Class 19 contains 130440 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 9964 members 
Mstep: Class 25 contains 132653 members 
Mstep: Class 26 contains 4107 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7269 members 
Mstep: Class 29 contains 88946 members 
Mstep: Class 30 contains 4728 members 
Mstep: Class 31 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942680.000000 Penalty: 68979.507812
Iteration 322Q: 32 clusters Score -1.089427e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85626 members 
Mstep: Class 2 contains 10081 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4798 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17701 members 
Mstep: Class 7 contains 27871 members 
Mstep: Class 8 contains 83381 members 
Mstep: Class 9 contains 32872 members 
Mstep: Class 10 contains 30452 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 27079 members 
Mstep: Class 13 contains 17581 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90563 members 
Mstep: Class 16 contains 32227 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 3855 members 
Mstep: Class 19 contains 130439 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 9964 members 
Mstep: Class 25 contains 132648 members 
Mstep: Class 26 contains 4107 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7269 members 
Mstep: Class 29 contains 88957 members 
Mstep: Class 30 contains 4729 members 
Mstep: Class 31 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942736.000000 Penalty: 68979.507812
Iteration 323Q: 32 clusters Score -1.089427e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 10081 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17701 members 
Mstep: Class 7 contains 27872 members 
Mstep: Class 8 contains 83381 members 
Mstep: Class 9 contains 32868 members 
Mstep: Class 10 contains 30451 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 27076 members 
Mstep: Class 13 contains 17581 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90562 members 
Mstep: Class 16 contains 32229 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 3854 members 
Mstep: Class 19 contains 130439 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 9964 members 
Mstep: Class 25 contains 132644 members 
Mstep: Class 26 contains 4108 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7268 members 
Mstep: Class 29 contains 88967 members 
Mstep: Class 30 contains 4729 members 
Mstep: Class 31 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942704.000000 Penalty: 68979.507812
Iteration 324Q: 32 clusters Score -1.089427e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 10081 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4800 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17703 members 
Mstep: Class 7 contains 27875 members 
Mstep: Class 8 contains 83379 members 
Mstep: Class 9 contains 32868 members 
Mstep: Class 10 contains 30448 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 27076 members 
Mstep: Class 13 contains 17577 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90562 members 
Mstep: Class 16 contains 32231 members 
Mstep: Class 17 contains 7655 members 
Mstep: Class 18 contains 3855 members 
Mstep: Class 19 contains 130438 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 9963 members 
Mstep: Class 25 contains 132642 members 
Mstep: Class 26 contains 4108 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7268 members 
Mstep: Class 29 contains 88973 members 
Mstep: Class 30 contains 4730 members 
Mstep: Class 31 contains 2447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942664.000000 Penalty: 68979.507812
Iteration 325Q: 32 clusters Score -1.089427e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 10081 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4802 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17703 members 
Mstep: Class 7 contains 27879 members 
Mstep: Class 8 contains 83376 members 
Mstep: Class 9 contains 32866 members 
Mstep: Class 10 contains 30448 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 27076 members 
Mstep: Class 13 contains 17581 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90562 members 
Mstep: Class 16 contains 32230 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 3855 members 
Mstep: Class 19 contains 130436 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 132642 members 
Mstep: Class 26 contains 4109 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7268 members 
Mstep: Class 29 contains 88975 members 
Mstep: Class 30 contains 4730 members 
Mstep: Class 31 contains 2449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942696.000000 Penalty: 68979.507812
Iteration 326Q: 32 clusters Score -1.089427e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85618 members 
Mstep: Class 2 contains 10082 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17703 members 
Mstep: Class 7 contains 27880 members 
Mstep: Class 8 contains 83376 members 
Mstep: Class 9 contains 32861 members 
Mstep: Class 10 contains 30449 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 27075 members 
Mstep: Class 13 contains 17582 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90562 members 
Mstep: Class 16 contains 32228 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 3854 members 
Mstep: Class 19 contains 130436 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 9958 members 
Mstep: Class 25 contains 132642 members 
Mstep: Class 26 contains 4110 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7268 members 
Mstep: Class 29 contains 88979 members 
Mstep: Class 30 contains 4731 members 
Mstep: Class 31 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942744.000000 Penalty: 68979.507812
Iteration 327Q: 32 clusters Score -1.089427e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85617 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4805 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17704 members 
Mstep: Class 7 contains 27881 members 
Mstep: Class 8 contains 83377 members 
Mstep: Class 9 contains 32854 members 
Mstep: Class 10 contains 30452 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27075 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90563 members 
Mstep: Class 16 contains 32227 members 
Mstep: Class 17 contains 7651 members 
Mstep: Class 18 contains 3852 members 
Mstep: Class 19 contains 130436 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5438 members 
Mstep: Class 24 contains 9955 members 
Mstep: Class 25 contains 132641 members 
Mstep: Class 26 contains 4110 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7268 members 
Mstep: Class 29 contains 88982 members 
Mstep: Class 30 contains 4735 members 
Mstep: Class 31 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942736.000000 Penalty: 68979.507812
Iteration 328Q: 32 clusters Score -1.089427e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17703 members 
Mstep: Class 7 contains 27884 members 
Mstep: Class 8 contains 83374 members 
Mstep: Class 9 contains 32849 members 
Mstep: Class 10 contains 30455 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27075 members 
Mstep: Class 13 contains 17585 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90561 members 
Mstep: Class 16 contains 32227 members 
Mstep: Class 17 contains 7649 members 
Mstep: Class 18 contains 3851 members 
Mstep: Class 19 contains 130437 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5437 members 
Mstep: Class 24 contains 9954 members 
Mstep: Class 25 contains 132643 members 
Mstep: Class 26 contains 4110 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7269 members 
Mstep: Class 29 contains 88985 members 
Mstep: Class 30 contains 4738 members 
Mstep: Class 31 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942712.000000 Penalty: 68979.507812
Iteration 329Q: 32 clusters Score -1.089427e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85608 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4808 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17703 members 
Mstep: Class 7 contains 27884 members 
Mstep: Class 8 contains 83374 members 
Mstep: Class 9 contains 32846 members 
Mstep: Class 10 contains 30455 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27075 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90560 members 
Mstep: Class 16 contains 32224 members 
Mstep: Class 17 contains 7649 members 
Mstep: Class 18 contains 3850 members 
Mstep: Class 19 contains 130439 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9951 members 
Mstep: Class 25 contains 132642 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7269 members 
Mstep: Class 29 contains 88994 members 
Mstep: Class 30 contains 4737 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942664.000000 Penalty: 68979.507812
Iteration 330Q: 32 clusters Score -1.089427e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85605 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17704 members 
Mstep: Class 7 contains 27884 members 
Mstep: Class 8 contains 83375 members 
Mstep: Class 9 contains 32845 members 
Mstep: Class 10 contains 30457 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27074 members 
Mstep: Class 13 contains 17591 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 90563 members 
Mstep: Class 16 contains 32223 members 
Mstep: Class 17 contains 7649 members 
Mstep: Class 18 contains 3848 members 
Mstep: Class 19 contains 130439 members 
Mstep: Class 20 contains 12584 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9947 members 
Mstep: Class 25 contains 132639 members 
Mstep: Class 26 contains 4116 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7268 members 
Mstep: Class 29 contains 89001 members 
Mstep: Class 30 contains 4736 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942632.000000 Penalty: 68979.507812
Iteration 331Q: 32 clusters Score -1.089426e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17704 members 
Mstep: Class 7 contains 27886 members 
Mstep: Class 8 contains 83376 members 
Mstep: Class 9 contains 32844 members 
Mstep: Class 10 contains 30459 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27073 members 
Mstep: Class 13 contains 17588 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90558 members 
Mstep: Class 16 contains 32224 members 
Mstep: Class 17 contains 7649 members 
Mstep: Class 18 contains 3846 members 
Mstep: Class 19 contains 130438 members 
Mstep: Class 20 contains 12584 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9945 members 
Mstep: Class 25 contains 132638 members 
Mstep: Class 26 contains 4117 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7267 members 
Mstep: Class 29 contains 89014 members 
Mstep: Class 30 contains 4737 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942624.000000 Penalty: 68979.507812
Iteration 332Q: 32 clusters Score -1.089426e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17705 members 
Mstep: Class 7 contains 27889 members 
Mstep: Class 8 contains 83377 members 
Mstep: Class 9 contains 32843 members 
Mstep: Class 10 contains 30461 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27072 members 
Mstep: Class 13 contains 17586 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90556 members 
Mstep: Class 16 contains 32223 members 
Mstep: Class 17 contains 7649 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 130437 members 
Mstep: Class 20 contains 12584 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9945 members 
Mstep: Class 25 contains 132633 members 
Mstep: Class 26 contains 4116 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7266 members 
Mstep: Class 29 contains 89022 members 
Mstep: Class 30 contains 4738 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942688.000000 Penalty: 68979.507812
Iteration 333Q: 32 clusters Score -1.089427e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17706 members 
Mstep: Class 7 contains 27889 members 
Mstep: Class 8 contains 83377 members 
Mstep: Class 9 contains 32843 members 
Mstep: Class 10 contains 30460 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27072 members 
Mstep: Class 13 contains 17586 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90556 members 
Mstep: Class 16 contains 32223 members 
Mstep: Class 17 contains 7649 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 130436 members 
Mstep: Class 20 contains 12584 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9945 members 
Mstep: Class 25 contains 132625 members 
Mstep: Class 26 contains 4120 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7265 members 
Mstep: Class 29 contains 89028 members 
Mstep: Class 30 contains 4737 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942736.000000 Penalty: 68979.507812
Iteration 334Q: 32 clusters Score -1.089427e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17707 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83379 members 
Mstep: Class 9 contains 32842 members 
Mstep: Class 10 contains 30461 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27073 members 
Mstep: Class 13 contains 17586 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90551 members 
Mstep: Class 16 contains 32220 members 
Mstep: Class 17 contains 7649 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 130437 members 
Mstep: Class 20 contains 12584 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9945 members 
Mstep: Class 25 contains 132624 members 
Mstep: Class 26 contains 4123 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89029 members 
Mstep: Class 30 contains 4737 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942832.000000 Penalty: 68979.507812
Iteration 335Q: 32 clusters Score -1.089428e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17709 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83376 members 
Mstep: Class 9 contains 32841 members 
Mstep: Class 10 contains 30464 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27072 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90551 members 
Mstep: Class 16 contains 32216 members 
Mstep: Class 17 contains 7649 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 130437 members 
Mstep: Class 20 contains 12584 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9944 members 
Mstep: Class 25 contains 132621 members 
Mstep: Class 26 contains 4127 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89031 members 
Mstep: Class 30 contains 4735 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942824.000000 Penalty: 68979.507812
Iteration 336Q: 32 clusters Score -1.089428e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17709 members 
Mstep: Class 7 contains 27888 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32840 members 
Mstep: Class 10 contains 30464 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27072 members 
Mstep: Class 13 contains 17595 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90547 members 
Mstep: Class 16 contains 32211 members 
Mstep: Class 17 contains 7649 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 130436 members 
Mstep: Class 20 contains 12584 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9944 members 
Mstep: Class 25 contains 132618 members 
Mstep: Class 26 contains 4128 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89038 members 
Mstep: Class 30 contains 4736 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942792.000000 Penalty: 68979.507812
Iteration 337Q: 32 clusters Score -1.089428e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 10084 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17707 members 
Mstep: Class 7 contains 27887 members 
Mstep: Class 8 contains 83380 members 
Mstep: Class 9 contains 32840 members 
Mstep: Class 10 contains 30463 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27071 members 
Mstep: Class 13 contains 17595 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90549 members 
Mstep: Class 16 contains 32210 members 
Mstep: Class 17 contains 7649 members 
Mstep: Class 18 contains 3846 members 
Mstep: Class 19 contains 130435 members 
Mstep: Class 20 contains 12584 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9944 members 
Mstep: Class 25 contains 132616 members 
Mstep: Class 26 contains 4129 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89040 members 
Mstep: Class 30 contains 4735 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942792.000000 Penalty: 68979.507812
Iteration 338Q: 32 clusters Score -1.089428e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 10086 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17705 members 
Mstep: Class 7 contains 27888 members 
Mstep: Class 8 contains 83380 members 
Mstep: Class 9 contains 32840 members 
Mstep: Class 10 contains 30464 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27071 members 
Mstep: Class 13 contains 17593 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90550 members 
Mstep: Class 16 contains 32209 members 
Mstep: Class 17 contains 7649 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 130435 members 
Mstep: Class 20 contains 12582 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9944 members 
Mstep: Class 25 contains 132614 members 
Mstep: Class 26 contains 4132 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89043 members 
Mstep: Class 30 contains 4735 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942848.000000 Penalty: 68979.507812
Iteration 339Q: 32 clusters Score -1.089428e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 10086 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17705 members 
Mstep: Class 7 contains 27888 members 
Mstep: Class 8 contains 83380 members 
Mstep: Class 9 contains 32840 members 
Mstep: Class 10 contains 30467 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27070 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90547 members 
Mstep: Class 16 contains 32209 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 130434 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9944 members 
Mstep: Class 25 contains 132614 members 
Mstep: Class 26 contains 4134 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89048 members 
Mstep: Class 30 contains 4733 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942856.000000 Penalty: 68979.507812
Iteration 340F: 32 clusters Score -1.089429e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17704 members 
Mstep: Class 7 contains 27891 members 
Mstep: Class 8 contains 83380 members 
Mstep: Class 9 contains 32840 members 
Mstep: Class 10 contains 30468 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27069 members 
Mstep: Class 13 contains 17589 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90546 members 
Mstep: Class 16 contains 32209 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130431 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9944 members 
Mstep: Class 25 contains 132618 members 
Mstep: Class 26 contains 4138 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89045 members 
Mstep: Class 30 contains 4733 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942848.000000 Penalty: 68979.507812
Iteration 341Q: 32 clusters Score -1.089428e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17704 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83379 members 
Mstep: Class 9 contains 32840 members 
Mstep: Class 10 contains 30468 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27069 members 
Mstep: Class 13 contains 17589 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90544 members 
Mstep: Class 16 contains 32210 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130431 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9943 members 
Mstep: Class 25 contains 132617 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89048 members 
Mstep: Class 30 contains 4733 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942872.000000 Penalty: 68979.507812
Iteration 342Q: 32 clusters Score -1.089429e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85597 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17702 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32841 members 
Mstep: Class 10 contains 30467 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27069 members 
Mstep: Class 13 contains 17589 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90542 members 
Mstep: Class 16 contains 32211 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130432 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9943 members 
Mstep: Class 25 contains 132618 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89049 members 
Mstep: Class 30 contains 4734 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942832.000000 Penalty: 68979.507812
Iteration 343Q: 32 clusters Score -1.089428e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17700 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32841 members 
Mstep: Class 10 contains 30467 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27069 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90540 members 
Mstep: Class 16 contains 32212 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130433 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9942 members 
Mstep: Class 25 contains 132618 members 
Mstep: Class 26 contains 4142 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89051 members 
Mstep: Class 30 contains 4735 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942840.000000 Penalty: 68979.507812
Iteration 344Q: 32 clusters Score -1.089428e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17699 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32840 members 
Mstep: Class 10 contains 30467 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27069 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90538 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130433 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9940 members 
Mstep: Class 25 contains 132618 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89055 members 
Mstep: Class 30 contains 4735 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942792.000000 Penalty: 68979.507812
Iteration 345Q: 32 clusters Score -1.089428e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30468 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27068 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90537 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130432 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9939 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89056 members 
Mstep: Class 30 contains 4737 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942776.000000 Penalty: 68979.507812
Iteration 346Q: 32 clusters Score -1.089428e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85597 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30469 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27069 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90533 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130431 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9938 members 
Mstep: Class 25 contains 132621 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89057 members 
Mstep: Class 30 contains 4738 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942728.000000 Penalty: 68979.507812
Iteration 347Q: 32 clusters Score -1.089427e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30470 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27067 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90531 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130430 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9937 members 
Mstep: Class 25 contains 132624 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89060 members 
Mstep: Class 30 contains 4738 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942696.000000 Penalty: 68979.507812
Iteration 348Q: 32 clusters Score -1.089427e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30470 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27066 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90528 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130430 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9938 members 
Mstep: Class 25 contains 132624 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89062 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942688.000000 Penalty: 68979.507812
Iteration 349Q: 32 clusters Score -1.089427e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30470 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27066 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90524 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130431 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9938 members 
Mstep: Class 25 contains 132628 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89061 members 
Mstep: Class 30 contains 4740 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942696.000000 Penalty: 68979.507812
Iteration 350Q: 32 clusters Score -1.089427e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30470 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27066 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90520 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130431 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9938 members 
Mstep: Class 25 contains 132631 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89063 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942696.000000 Penalty: 68979.507812
Iteration 351Q: 32 clusters Score -1.089427e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30469 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27066 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90514 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130429 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9937 members 
Mstep: Class 25 contains 132636 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 89068 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942696.000000 Penalty: 68979.507812
Iteration 352Q: 32 clusters Score -1.089427e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30470 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27066 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90509 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130429 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9936 members 
Mstep: Class 25 contains 132641 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89071 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942704.000000 Penalty: 68979.507812
Iteration 353Q: 32 clusters Score -1.089427e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85590 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4807 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30471 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27065 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90504 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130430 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9934 members 
Mstep: Class 25 contains 132649 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89070 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942656.000000 Penalty: 68979.507812
Iteration 354Q: 32 clusters Score -1.089427e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4808 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30471 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27065 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90500 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130430 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9934 members 
Mstep: Class 25 contains 132653 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89071 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942664.000000 Penalty: 68979.507812
Iteration 355Q: 32 clusters Score -1.089427e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4809 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30472 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27065 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90495 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130430 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9934 members 
Mstep: Class 25 contains 132657 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89071 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942624.000000 Penalty: 68979.507812
Iteration 356Q: 32 clusters Score -1.089426e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4809 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17695 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83379 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30472 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27064 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90492 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130428 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9934 members 
Mstep: Class 25 contains 132661 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89073 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942632.000000 Penalty: 68979.507812
Iteration 357Q: 32 clusters Score -1.089426e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4809 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83379 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30473 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27064 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90491 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130427 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9934 members 
Mstep: Class 25 contains 132664 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89073 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942648.000000 Penalty: 68979.507812
Iteration 358Q: 32 clusters Score -1.089426e+08 nChanged 6
Entering ConstructFrom: 
Score: -108942648.000000 Penalty: 68979.507812
Entering ConstructFrom: 
Trying to split cluster 1 (85586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Entering Unmasked Estep 
Score: -10900359.000000 Penalty: 1845.557495
	Iteration 0F: 2 clusters Score -1.090036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -10844269.000000 Penalty: 3691.114990
	Iteration 0F: 3 clusters Score -1.084427e+07 nChanged 40653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -10867753.000000 Penalty: 3691.114990
	Iteration 1F: 3 clusters Score -1.086775e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -10869202.000000 Penalty: 3691.114990
	Iteration 2Q: 3 clusters Score -1.08692e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -10871495.000000 Penalty: 3691.114990
	Iteration 3F: 3 clusters Score -1.08715e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -10875625.000000 Penalty: 3691.114990
	Iteration 4F: 3 clusters Score -1.087562e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -10881967.000000 Penalty: 3691.114990
	Iteration 5F: 3 clusters Score -1.088197e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -10888751.000000 Penalty: 3691.114990
	Iteration 6F: 3 clusters Score -1.088875e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -10893908.000000 Penalty: 3691.114990
	Iteration 7F: 3 clusters Score -1.089391e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82940 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -10896692.000000 Penalty: 3691.114990
	Iteration 8Q: 3 clusters Score -1.089669e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84352 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -10897869.000000 Penalty: 3691.114990
	Iteration 9Q: 3 clusters Score -1.089787e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -10898358.000000 Penalty: 3691.114990
	Iteration 10Q: 3 clusters Score -1.089836e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10898574.000000 Penalty: 3691.114990
	Iteration 11Q: 3 clusters Score -1.089857e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85241 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10898643.000000 Penalty: 3691.114990
	Iteration 12Q: 3 clusters Score -1.089864e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85276 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10898692.000000 Penalty: 3691.114990
	Iteration 13Q: 3 clusters Score -1.089869e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85299 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10898718.000000 Penalty: 3691.114990
	Iteration 14Q: 3 clusters Score -1.089872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -10898737.000000 Penalty: 3691.114990
	Iteration 15Q: 3 clusters Score -1.089874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85319 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10898746.000000 Penalty: 3691.114990
	Iteration 16Q: 3 clusters Score -1.089875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85326 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10898762.000000 Penalty: 3691.114990
	Iteration 17Q: 3 clusters Score -1.089876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85328 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10898766.000000 Penalty: 3691.114990
	Iteration 18Q: 3 clusters Score -1.089877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85327 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10898770.000000 Penalty: 3691.114990
	Iteration 19Q: 3 clusters Score -1.089877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85325 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10898775.000000 Penalty: 3691.114990
	Iteration 20F: 3 clusters Score -1.089878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -10898789.000000 Penalty: 3691.114990
	Iteration 21Q: 3 clusters Score -1.089879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -10898796.000000 Penalty: 3691.114990
	Iteration 22Q: 3 clusters Score -1.08988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10898789.000000 Penalty: 3691.114990
	Iteration 23Q: 3 clusters Score -1.089879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -10898792.000000 Penalty: 3691.114990
	Iteration 24Q: 3 clusters Score -1.089879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85325 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10898786.000000 Penalty: 3691.114990
	Iteration 25Q: 3 clusters Score -1.089879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85325 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10898786.000000 Penalty: 3691.114990
	Iteration 26F: 3 clusters Score -1.089879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Entering Unmasked Estep 
Score: -1273344.250000 Penalty: 1498.087891
	Iteration 0F: 2 clusters Score -1273344 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 5109 members 
Entering Unmasked Estep 
Score: -1266208.875000 Penalty: 2996.175781
	Iteration 0F: 3 clusters Score -1266209 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1268596.375000 Penalty: 2996.175781
	Iteration 1F: 3 clusters Score -1268596 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1268946.125000 Penalty: 2996.175781
	Iteration 2F: 3 clusters Score -1268946 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1269227.625000 Penalty: 2996.175781
	Iteration 3F: 3 clusters Score -1269228 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1269476.125000 Penalty: 2996.175781
	Iteration 4F: 3 clusters Score -1269476 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1269716.500000 Penalty: 2996.175781
	Iteration 5Q: 3 clusters Score -1269716 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1269937.375000 Penalty: 2996.175781
	Iteration 6Q: 3 clusters Score -1269937 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1270140.500000 Penalty: 2996.175781
	Iteration 7Q: 3 clusters Score -1270140 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1270348.000000 Penalty: 2996.175781
	Iteration 8Q: 3 clusters Score -1270348 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1270557.625000 Penalty: 2996.175781
	Iteration 9Q: 3 clusters Score -1270558 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1270771.125000 Penalty: 2996.175781
	Iteration 10Q: 3 clusters Score -1270771 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1270980.125000 Penalty: 2996.175781
	Iteration 11Q: 3 clusters Score -1270980 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1271201.125000 Penalty: 2996.175781
	Iteration 12Q: 3 clusters Score -1271201 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1271408.250000 Penalty: 2996.175781
	Iteration 13Q: 3 clusters Score -1271408 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1271590.875000 Penalty: 2996.175781
	Iteration 14Q: 3 clusters Score -1271591 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1271748.000000 Penalty: 2996.175781
	Iteration 15Q: 3 clusters Score -1271748 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1271849.625000 Penalty: 2996.175781
	Iteration 16Q: 3 clusters Score -1271850 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1271919.625000 Penalty: 2996.175781
	Iteration 17Q: 3 clusters Score -1271920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1271967.250000 Penalty: 2996.175781
	Iteration 18Q: 3 clusters Score -1271967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1271992.750000 Penalty: 2996.175781
	Iteration 19Q: 3 clusters Score -1271993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1272011.750000 Penalty: 2996.175781
	Iteration 20F: 3 clusters Score -1272012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1272029.875000 Penalty: 2996.175781
	Iteration 21Q: 3 clusters Score -1272030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1272042.500000 Penalty: 2996.175781
	Iteration 22Q: 3 clusters Score -1272042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1272050.500000 Penalty: 2996.175781
	Iteration 23Q: 3 clusters Score -1272050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1272053.125000 Penalty: 2996.175781
	Iteration 24Q: 3 clusters Score -1272053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1272060.875000 Penalty: 2996.175781
	Iteration 25Q: 3 clusters Score -1272061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1272067.125000 Penalty: 2996.175781
	Iteration 26Q: 3 clusters Score -1272067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1272073.500000 Penalty: 2996.175781
	Iteration 27Q: 3 clusters Score -1272074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1272081.000000 Penalty: 2996.175781
	Iteration 28Q: 3 clusters Score -1272081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1272082.500000 Penalty: 2996.175781
	Iteration 29Q: 3 clusters Score -1272082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1272082.500000 Penalty: 2996.175781
	Iteration 30F: 3 clusters Score -1272082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -167010.859375 Penalty: 1175.905151
	Iteration 0F: 2 clusters Score -167010.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -165332.093750 Penalty: 2351.810303
	Iteration 0F: 3 clusters Score -165332.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -165680.859375 Penalty: 2351.810303
	Iteration 1F: 3 clusters Score -165680.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -165789.437500 Penalty: 2351.810303
	Iteration 2F: 3 clusters Score -165789.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -165857.968750 Penalty: 2351.810303
	Iteration 3F: 3 clusters Score -165858 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -165899.796875 Penalty: 2351.810303
	Iteration 4Q: 3 clusters Score -165899.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -165919.500000 Penalty: 2351.810303
	Iteration 5Q: 3 clusters Score -165919.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -165936.593750 Penalty: 2351.810303
	Iteration 6Q: 3 clusters Score -165936.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -165950.140625 Penalty: 2351.810303
	Iteration 7Q: 3 clusters Score -165950.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -165961.515625 Penalty: 2351.810303
	Iteration 8Q: 3 clusters Score -165961.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -165974.593750 Penalty: 2351.810303
	Iteration 9Q: 3 clusters Score -165974.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -165980.546875 Penalty: 2351.810303
	Iteration 10Q: 3 clusters Score -165980.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -165986.187500 Penalty: 2351.810303
	Iteration 11Q: 3 clusters Score -165986.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -165992.359375 Penalty: 2351.810303
	Iteration 12Q: 3 clusters Score -165992.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -165994.906250 Penalty: 2351.810303
	Iteration 13Q: 3 clusters Score -165994.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -165997.640625 Penalty: 2351.810303
	Iteration 14Q: 3 clusters Score -165997.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -166001.734375 Penalty: 2351.810303
	Iteration 15Q: 3 clusters Score -166001.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -166003.890625 Penalty: 2351.810303
	Iteration 16Q: 3 clusters Score -166003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -166006.640625 Penalty: 2351.810303
	Iteration 17Q: 3 clusters Score -166006.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -166006.640625 Penalty: 2351.810303
	Iteration 18F: 3 clusters Score -166006.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Entering Unmasked Estep 
Score: -548916.500000 Penalty: 1377.748535
	Iteration 0F: 2 clusters Score -548916.5 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 2385 members 
Entering Unmasked Estep 
Score: -545070.750000 Penalty: 2755.497070
	Iteration 0F: 3 clusters Score -545070.8 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -546209.812500 Penalty: 2755.497070
	Iteration 1F: 3 clusters Score -546209.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -546449.687500 Penalty: 2755.497070
	Iteration 2F: 3 clusters Score -546449.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -546644.625000 Penalty: 2755.497070
	Iteration 3F: 3 clusters Score -546644.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -546802.812500 Penalty: 2755.497070
	Iteration 4F: 3 clusters Score -546802.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -546952.625000 Penalty: 2755.497070
	Iteration 5Q: 3 clusters Score -546952.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -547088.312500 Penalty: 2755.497070
	Iteration 6Q: 3 clusters Score -547088.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -547218.437500 Penalty: 2755.497070
	Iteration 7Q: 3 clusters Score -547218.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -547343.687500 Penalty: 2755.497070
	Iteration 8Q: 3 clusters Score -547343.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -547433.687500 Penalty: 2755.497070
	Iteration 9Q: 3 clusters Score -547433.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -547515.437500 Penalty: 2755.497070
	Iteration 10Q: 3 clusters Score -547515.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -547605.250000 Penalty: 2755.497070
	Iteration 11Q: 3 clusters Score -547605.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -547672.937500 Penalty: 2755.497070
	Iteration 12Q: 3 clusters Score -547672.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -547725.125000 Penalty: 2755.497070
	Iteration 13Q: 3 clusters Score -547725.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -547771.750000 Penalty: 2755.497070
	Iteration 14Q: 3 clusters Score -547771.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -547819.187500 Penalty: 2755.497070
	Iteration 15Q: 3 clusters Score -547819.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -547848.062500 Penalty: 2755.497070
	Iteration 16Q: 3 clusters Score -547848.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -547870.312500 Penalty: 2755.497070
	Iteration 17Q: 3 clusters Score -547870.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -547883.125000 Penalty: 2755.497070
	Iteration 18Q: 3 clusters Score -547883.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -547904.437500 Penalty: 2755.497070
	Iteration 19Q: 3 clusters Score -547904.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -547913.625000 Penalty: 2755.497070
	Iteration 20F: 3 clusters Score -547913.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -547920.375000 Penalty: 2755.497070
	Iteration 21Q: 3 clusters Score -547920.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -547924.750000 Penalty: 2755.497070
	Iteration 22Q: 3 clusters Score -547924.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -547932.187500 Penalty: 2755.497070
	Iteration 23Q: 3 clusters Score -547932.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -547938.062500 Penalty: 2755.497070
	Iteration 24Q: 3 clusters Score -547938.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -547944.500000 Penalty: 2755.497070
	Iteration 25Q: 3 clusters Score -547944.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -547951.125000 Penalty: 2755.497070
	Iteration 26Q: 3 clusters Score -547951.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -547956.062500 Penalty: 2755.497070
	Iteration 27Q: 3 clusters Score -547956.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -547964.187500 Penalty: 2755.497070
	Iteration 28Q: 3 clusters Score -547964.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -547974.062500 Penalty: 2755.497070
	Iteration 29Q: 3 clusters Score -547974.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -547982.562500 Penalty: 2755.497070
	Iteration 30Q: 3 clusters Score -547982.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -547989.500000 Penalty: 2755.497070
	Iteration 31Q: 3 clusters Score -547989.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -547996.062500 Penalty: 2755.497070
	Iteration 32Q: 3 clusters Score -547996.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -548001.812500 Penalty: 2755.497070
	Iteration 33Q: 3 clusters Score -548001.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -548005.312500 Penalty: 2755.497070
	Iteration 34Q: 3 clusters Score -548005.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -548006.937500 Penalty: 2755.497070
	Iteration 35Q: 3 clusters Score -548006.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -548007.187500 Penalty: 2755.497070
	Iteration 36Q: 3 clusters Score -548007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -548007.375000 Penalty: 2755.497070
	Iteration 37Q: 3 clusters Score -548007.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -548006.000000 Penalty: 2755.497070
	Iteration 38Q: 3 clusters Score -548006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -548007.000000 Penalty: 2755.497070
	Iteration 39Q: 3 clusters Score -548007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -548006.562500 Penalty: 2755.497070
	Iteration 40F: 3 clusters Score -548006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -548007.500000 Penalty: 2755.497070
	Iteration 41Q: 3 clusters Score -548007.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -548008.375000 Penalty: 2755.497070
	Iteration 42Q: 3 clusters Score -548008.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -548009.312500 Penalty: 2755.497070
	Iteration 43Q: 3 clusters Score -548009.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -548009.000000 Penalty: 2755.497070
	Iteration 44Q: 3 clusters Score -548009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -548009.500000 Penalty: 2755.497070
	Iteration 45Q: 3 clusters Score -548009.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -548009.500000 Penalty: 2755.497070
	Iteration 46F: 3 clusters Score -548009.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -28684.953125 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -28684.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27947.927734 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -27947.93 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28320.625000 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -28320.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28647.582031 Penalty: 1876.729248
	Iteration 2F: 3 clusters Score -28647.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28956.480469 Penalty: 1876.729248
	Iteration 3F: 3 clusters Score -28956.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29138.865234 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -29138.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29292.353516 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -29292.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29418.597656 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -29418.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29519.441406 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -29519.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29645.621094 Penalty: 1876.729248
	Iteration 8Q: 3 clusters Score -29645.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29655.486328 Penalty: 1876.729248
	Iteration 9Q: 3 clusters Score -29655.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29680.042969 Penalty: 1876.729248
	Iteration 10Q: 3 clusters Score -29680.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29705.224609 Penalty: 1876.729248
	Iteration 11Q: 3 clusters Score -29705.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29705.224609 Penalty: 1876.729248
	Iteration 12F: 3 clusters Score -29705.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 150 members 
Mstep: Class 6 contains 17692 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83379 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27065 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90491 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130426 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9934 members 
Mstep: Class 25 contains 132665 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89073 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Mstep: Class 32 contains 172 members 
Entering Unmasked Estep 
Score: -108942360.000000 Penalty: 71204.648438
Splitting cluster 5 changes total score from -108942648.000000 to -108942360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Entering Unmasked Estep 
Score: -2219065.750000 Penalty: 1589.390991
	Iteration 0F: 2 clusters Score -2219066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2206918.750000 Penalty: 3178.781982
	Iteration 0F: 3 clusters Score -2206919 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2211102.500000 Penalty: 3178.781982
	Iteration 1F: 3 clusters Score -2211102 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2211409.500000 Penalty: 3178.781982
	Iteration 2F: 3 clusters Score -2211410 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2211681.250000 Penalty: 3178.781982
	Iteration 3Q: 3 clusters Score -2211681 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2211948.750000 Penalty: 3178.781982
	Iteration 4Q: 3 clusters Score -2211949 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2212214.000000 Penalty: 3178.781982
	Iteration 5Q: 3 clusters Score -2212214 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2212507.250000 Penalty: 3178.781982
	Iteration 6Q: 3 clusters Score -2212507 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2212860.000000 Penalty: 3178.781982
	Iteration 7Q: 3 clusters Score -2212860 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2213284.250000 Penalty: 3178.781982
	Iteration 8Q: 3 clusters Score -2213284 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2213800.750000 Penalty: 3178.781982
	Iteration 9Q: 3 clusters Score -2213801 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2214372.000000 Penalty: 3178.781982
	Iteration 10Q: 3 clusters Score -2214372 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2214939.750000 Penalty: 3178.781982
	Iteration 11Q: 3 clusters Score -2214940 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2215553.250000 Penalty: 3178.781982
	Iteration 12Q: 3 clusters Score -2215553 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2216110.000000 Penalty: 3178.781982
	Iteration 13Q: 3 clusters Score -2216110 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2216602.000000 Penalty: 3178.781982
	Iteration 14Q: 3 clusters Score -2216602 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2216987.000000 Penalty: 3178.781982
	Iteration 15Q: 3 clusters Score -2216987 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2217241.250000 Penalty: 3178.781982
	Iteration 16Q: 3 clusters Score -2217241 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2217411.000000 Penalty: 3178.781982
	Iteration 17Q: 3 clusters Score -2217411 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2217505.500000 Penalty: 3178.781982
	Iteration 18Q: 3 clusters Score -2217506 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2217566.000000 Penalty: 3178.781982
	Iteration 19Q: 3 clusters Score -2217566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2217604.250000 Penalty: 3178.781982
	Iteration 20F: 3 clusters Score -2217604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2217636.000000 Penalty: 3178.781982
	Iteration 21Q: 3 clusters Score -2217636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2217663.000000 Penalty: 3178.781982
	Iteration 22Q: 3 clusters Score -2217663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2217697.250000 Penalty: 3178.781982
	Iteration 23Q: 3 clusters Score -2217697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2217727.500000 Penalty: 3178.781982
	Iteration 24Q: 3 clusters Score -2217728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2217745.750000 Penalty: 3178.781982
	Iteration 25Q: 3 clusters Score -2217746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2217759.250000 Penalty: 3178.781982
	Iteration 26Q: 3 clusters Score -2217759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2217778.000000 Penalty: 3178.781982
	Iteration 27Q: 3 clusters Score -2217778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2217786.000000 Penalty: 3178.781982
	Iteration 28Q: 3 clusters Score -2217786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2217788.500000 Penalty: 3178.781982
	Iteration 29Q: 3 clusters Score -2217788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2217793.000000 Penalty: 3178.781982
	Iteration 30Q: 3 clusters Score -2217793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2217794.500000 Penalty: 3178.781982
	Iteration 31Q: 3 clusters Score -2217794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2217796.750000 Penalty: 3178.781982
	Iteration 32Q: 3 clusters Score -2217797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2217797.500000 Penalty: 3178.781982
	Iteration 33Q: 3 clusters Score -2217798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2217799.500000 Penalty: 3178.781982
	Iteration 34Q: 3 clusters Score -2217800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2217801.250000 Penalty: 3178.781982
	Iteration 35Q: 3 clusters Score -2217801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2217801.500000 Penalty: 3178.781982
	Iteration 36Q: 3 clusters Score -2217802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2217801.500000 Penalty: 3178.781982
	Iteration 37F: 3 clusters Score -2217802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Entering Unmasked Estep 
Score: -3554527.500000 Penalty: 1663.353882
	Iteration 0F: 2 clusters Score -3554528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3535752.500000 Penalty: 3326.707764
	Iteration 0F: 3 clusters Score -3535752 nChanged 12798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3542862.750000 Penalty: 3326.707764
	Iteration 1F: 3 clusters Score -3542863 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3543479.500000 Penalty: 3326.707764
	Iteration 2F: 3 clusters Score -3543480 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3544222.000000 Penalty: 3326.707764
	Iteration 3F: 3 clusters Score -3544222 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -3545284.250000 Penalty: 3326.707764
	Iteration 4F: 3 clusters Score -3545284 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3546573.500000 Penalty: 3326.707764
	Iteration 5F: 3 clusters Score -3546574 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3547892.750000 Penalty: 3326.707764
	Iteration 6F: 3 clusters Score -3547893 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3549034.500000 Penalty: 3326.707764
	Iteration 7F: 3 clusters Score -3549034 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3549994.500000 Penalty: 3326.707764
	Iteration 8Q: 3 clusters Score -3549994 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3550717.250000 Penalty: 3326.707764
	Iteration 9Q: 3 clusters Score -3550717 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3551264.000000 Penalty: 3326.707764
	Iteration 10Q: 3 clusters Score -3551264 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -3551666.250000 Penalty: 3326.707764
	Iteration 11Q: 3 clusters Score -3551666 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -3551993.250000 Penalty: 3326.707764
	Iteration 12Q: 3 clusters Score -3551993 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -3552256.750000 Penalty: 3326.707764
	Iteration 13Q: 3 clusters Score -3552257 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -3552480.750000 Penalty: 3326.707764
	Iteration 14Q: 3 clusters Score -3552481 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3552705.750000 Penalty: 3326.707764
	Iteration 15Q: 3 clusters Score -3552706 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -3552882.000000 Penalty: 3326.707764
	Iteration 16Q: 3 clusters Score -3552882 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3552972.250000 Penalty: 3326.707764
	Iteration 17Q: 3 clusters Score -3552972 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3553020.000000 Penalty: 3326.707764
	Iteration 18Q: 3 clusters Score -3553020 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3553073.250000 Penalty: 3326.707764
	Iteration 19Q: 3 clusters Score -3553073 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3553099.000000 Penalty: 3326.707764
	Iteration 20F: 3 clusters Score -3553099 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3553119.750000 Penalty: 3326.707764
	Iteration 21Q: 3 clusters Score -3553120 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3553130.000000 Penalty: 3326.707764
	Iteration 22Q: 3 clusters Score -3553130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3553147.500000 Penalty: 3326.707764
	Iteration 23Q: 3 clusters Score -3553148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3553145.250000 Penalty: 3326.707764
	Iteration 24Q: 3 clusters Score -3553145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3553151.250000 Penalty: 3326.707764
	Iteration 25Q: 3 clusters Score -3553151 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3553155.750000 Penalty: 3326.707764
	Iteration 26Q: 3 clusters Score -3553156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3553160.000000 Penalty: 3326.707764
	Iteration 27Q: 3 clusters Score -3553160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3553171.000000 Penalty: 3326.707764
	Iteration 28Q: 3 clusters Score -3553171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3553172.250000 Penalty: 3326.707764
	Iteration 29Q: 3 clusters Score -3553172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3553177.000000 Penalty: 3326.707764
	Iteration 30Q: 3 clusters Score -3553177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3553188.000000 Penalty: 3326.707764
	Iteration 31Q: 3 clusters Score -3553188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3553185.500000 Penalty: 3326.707764
	Iteration 32Q: 3 clusters Score -3553186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3553195.000000 Penalty: 3326.707764
	Iteration 33Q: 3 clusters Score -3553195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3553196.250000 Penalty: 3326.707764
	Iteration 34Q: 3 clusters Score -3553196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3553193.250000 Penalty: 3326.707764
	Iteration 35Q: 3 clusters Score -3553193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3553193.000000 Penalty: 3326.707764
	Iteration 36Q: 3 clusters Score -3553193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3553194.750000 Penalty: 3326.707764
	Iteration 37Q: 3 clusters Score -3553195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3553198.250000 Penalty: 3326.707764
	Iteration 38Q: 3 clusters Score -3553198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3553201.000000 Penalty: 3326.707764
	Iteration 39Q: 3 clusters Score -3553201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3553201.000000 Penalty: 3326.707764
	Iteration 40F: 3 clusters Score -3553201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3553202.500000 Penalty: 3326.707764
	Iteration 41Q: 3 clusters Score -3553202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3553204.750000 Penalty: 3326.707764
	Iteration 42Q: 3 clusters Score -3553205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3553197.750000 Penalty: 3326.707764
	Iteration 43Q: 3 clusters Score -3553198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3553203.500000 Penalty: 3326.707764
	Iteration 44Q: 3 clusters Score -3553204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -3553204.000000 Penalty: 3326.707764
	Iteration 45Q: 3 clusters Score -3553204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -3553205.750000 Penalty: 3326.707764
	Iteration 46Q: 3 clusters Score -3553206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -3553201.500000 Penalty: 3326.707764
	Iteration 47Q: 3 clusters Score -3553202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3553199.500000 Penalty: 3326.707764
	Iteration 48Q: 3 clusters Score -3553200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3553203.500000 Penalty: 3326.707764
	Iteration 49Q: 3 clusters Score -3553204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -3553204.000000 Penalty: 3326.707764
	Iteration 50Q: 3 clusters Score -3553204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3553203.250000 Penalty: 3326.707764
	Iteration 51Q: 3 clusters Score -3553203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3553205.250000 Penalty: 3326.707764
	Iteration 52Q: 3 clusters Score -3553205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3553208.000000 Penalty: 3326.707764
	Iteration 53Q: 3 clusters Score -3553208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3553208.500000 Penalty: 3326.707764
	Iteration 54Q: 3 clusters Score -3553208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3553204.250000 Penalty: 3326.707764
	Iteration 55Q: 3 clusters Score -3553204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3553208.000000 Penalty: 3326.707764
	Iteration 56Q: 3 clusters Score -3553208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3553216.000000 Penalty: 3326.707764
	Iteration 57Q: 3 clusters Score -3553216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3553213.000000 Penalty: 3326.707764
	Iteration 58Q: 3 clusters Score -3553213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -3553217.000000 Penalty: 3326.707764
	Iteration 59Q: 3 clusters Score -3553217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3553215.500000 Penalty: 3326.707764
	Iteration 60F: 3 clusters Score -3553216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3553215.000000 Penalty: 3326.707764
	Iteration 61Q: 3 clusters Score -3553215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3553217.500000 Penalty: 3326.707764
	Iteration 62Q: 3 clusters Score -3553218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -3553216.250000 Penalty: 3326.707764
	Iteration 63Q: 3 clusters Score -3553216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3553213.250000 Penalty: 3326.707764
	Iteration 64Q: 3 clusters Score -3553213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3553215.250000 Penalty: 3326.707764
	Iteration 65Q: 3 clusters Score -3553215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -3553216.500000 Penalty: 3326.707764
	Iteration 66Q: 3 clusters Score -3553216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3553217.250000 Penalty: 3326.707764
	Iteration 67Q: 3 clusters Score -3553217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3553218.000000 Penalty: 3326.707764
	Iteration 68Q: 3 clusters Score -3553218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3553216.250000 Penalty: 3326.707764
	Iteration 69Q: 3 clusters Score -3553216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3553220.250000 Penalty: 3326.707764
	Iteration 70Q: 3 clusters Score -3553220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3553220.250000 Penalty: 3326.707764
	Iteration 71F: 3 clusters Score -3553220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (83379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83379 members 
Entering Unmasked Estep 
Score: -10681688.000000 Penalty: 1841.312134
	Iteration 0F: 2 clusters Score -1.068169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -10626586.000000 Penalty: 3682.624268
	Iteration 0F: 3 clusters Score -1.062659e+07 nChanged 39787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -10649394.000000 Penalty: 3682.624268
	Iteration 1F: 3 clusters Score -1.064939e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -10650158.000000 Penalty: 3682.624268
	Iteration 2Q: 3 clusters Score -1.065016e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -10650901.000000 Penalty: 3682.624268
	Iteration 3Q: 3 clusters Score -1.06509e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -10651973.000000 Penalty: 3682.624268
	Iteration 4Q: 3 clusters Score -1.065197e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -10653680.000000 Penalty: 3682.624268
	Iteration 5Q: 3 clusters Score -1.065368e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -10656060.000000 Penalty: 3682.624268
	Iteration 6Q: 3 clusters Score -1.065606e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -10659175.000000 Penalty: 3682.624268
	Iteration 7F: 3 clusters Score -1.065918e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 58179 members 
Entering Unmasked Estep 
Score: -10662798.000000 Penalty: 3682.624268
	Iteration 8F: 3 clusters Score -1.06628e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -10666628.000000 Penalty: 3682.624268
	Iteration 9F: 3 clusters Score -1.066663e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -10670372.000000 Penalty: 3682.624268
	Iteration 10F: 3 clusters Score -1.067037e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -10673500.000000 Penalty: 3682.624268
	Iteration 11Q: 3 clusters Score -1.06735e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 74615 members 
Entering Unmasked Estep 
Score: -10675922.000000 Penalty: 3682.624268
	Iteration 12Q: 3 clusters Score -1.067592e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 77045 members 
Entering Unmasked Estep 
Score: -10677553.000000 Penalty: 3682.624268
	Iteration 13Q: 3 clusters Score -1.067755e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -10678593.000000 Penalty: 3682.624268
	Iteration 14Q: 3 clusters Score -1.067859e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 79785 members 
Entering Unmasked Estep 
Score: -10679229.000000 Penalty: 3682.624268
	Iteration 15Q: 3 clusters Score -1.067923e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -10679581.000000 Penalty: 3682.624268
	Iteration 16Q: 3 clusters Score -1.067958e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 81011 members 
Entering Unmasked Estep 
Score: -10679834.000000 Penalty: 3682.624268
	Iteration 17Q: 3 clusters Score -1.067983e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -10679982.000000 Penalty: 3682.624268
	Iteration 18Q: 3 clusters Score -1.067998e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 81550 members 
Entering Unmasked Estep 
Score: -10680082.000000 Penalty: 3682.624268
	Iteration 19Q: 3 clusters Score -1.068008e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 81730 members 
Entering Unmasked Estep 
Score: -10680134.000000 Penalty: 3682.624268
	Iteration 20F: 3 clusters Score -1.068013e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -10680199.000000 Penalty: 3682.624268
	Iteration 21Q: 3 clusters Score -1.06802e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -10680246.000000 Penalty: 3682.624268
	Iteration 22Q: 3 clusters Score -1.068025e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -10680258.000000 Penalty: 3682.624268
	Iteration 23Q: 3 clusters Score -1.068026e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 82045 members 
Entering Unmasked Estep 
Score: -10680275.000000 Penalty: 3682.624268
	Iteration 24Q: 3 clusters Score -1.068028e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -10680277.000000 Penalty: 3682.624268
	Iteration 25Q: 3 clusters Score -1.068028e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 82117 members 
Entering Unmasked Estep 
Score: -10680294.000000 Penalty: 3682.624268
	Iteration 26Q: 3 clusters Score -1.068029e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 82148 members 
Entering Unmasked Estep 
Score: -10680302.000000 Penalty: 3682.624268
	Iteration 27Q: 3 clusters Score -1.06803e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -10680303.000000 Penalty: 3682.624268
	Iteration 28Q: 3 clusters Score -1.06803e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -10680320.000000 Penalty: 3682.624268
	Iteration 29Q: 3 clusters Score -1.068032e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -10680321.000000 Penalty: 3682.624268
	Iteration 30Q: 3 clusters Score -1.068032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 82229 members 
Entering Unmasked Estep 
Score: -10680330.000000 Penalty: 3682.624268
	Iteration 31Q: 3 clusters Score -1.068033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 82243 members 
Entering Unmasked Estep 
Score: -10680320.000000 Penalty: 3682.624268
	Iteration 32Q: 3 clusters Score -1.068032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -10680328.000000 Penalty: 3682.624268
	Iteration 33Q: 3 clusters Score -1.068033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 82264 members 
Entering Unmasked Estep 
Score: -10680344.000000 Penalty: 3682.624268
	Iteration 34Q: 3 clusters Score -1.068034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 82268 members 
Entering Unmasked Estep 
Score: -10680332.000000 Penalty: 3682.624268
	Iteration 35Q: 3 clusters Score -1.068033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -10680349.000000 Penalty: 3682.624268
	Iteration 36Q: 3 clusters Score -1.068035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -10680334.000000 Penalty: 3682.624268
	Iteration 37Q: 3 clusters Score -1.068033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 82301 members 
Entering Unmasked Estep 
Score: -10680341.000000 Penalty: 3682.624268
	Iteration 38Q: 3 clusters Score -1.068034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -10680339.000000 Penalty: 3682.624268
	Iteration 39Q: 3 clusters Score -1.068034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 82317 members 
Entering Unmasked Estep 
Score: -10680346.000000 Penalty: 3682.624268
	Iteration 40F: 3 clusters Score -1.068035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -10680357.000000 Penalty: 3682.624268
	Iteration 41Q: 3 clusters Score -1.068036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 82342 members 
Entering Unmasked Estep 
Score: -10680352.000000 Penalty: 3682.624268
	Iteration 42Q: 3 clusters Score -1.068035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -10680370.000000 Penalty: 3682.624268
	Iteration 43Q: 3 clusters Score -1.068037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -10680363.000000 Penalty: 3682.624268
	Iteration 44Q: 3 clusters Score -1.068036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 82367 members 
Entering Unmasked Estep 
Score: -10680367.000000 Penalty: 3682.624268
	Iteration 45Q: 3 clusters Score -1.068037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 82368 members 
Entering Unmasked Estep 
Score: -10680367.000000 Penalty: 3682.624268
	Iteration 46Q: 3 clusters Score -1.068037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -10680367.000000 Penalty: 3682.624268
	Iteration 47Q: 3 clusters Score -1.068037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -10680361.000000 Penalty: 3682.624268
	Iteration 48Q: 3 clusters Score -1.068036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -10680363.000000 Penalty: 3682.624268
	Iteration 49Q: 3 clusters Score -1.068036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -10680363.000000 Penalty: 3682.624268
	Iteration 50F: 3 clusters Score -1.068036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Entering Unmasked Estep 
Score: -4212505.000000 Penalty: 1689.897949
	Iteration 0F: 2 clusters Score -4212505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -4190426.000000 Penalty: 3379.795898
	Iteration 0F: 3 clusters Score -4190426 nChanged 15202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -4199038.000000 Penalty: 3379.795898
	Iteration 1F: 3 clusters Score -4199038 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -4199795.000000 Penalty: 3379.795898
	Iteration 2F: 3 clusters Score -4199795 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -4200810.500000 Penalty: 3379.795898
	Iteration 3F: 3 clusters Score -4200810 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -4202216.000000 Penalty: 3379.795898
	Iteration 4F: 3 clusters Score -4202216 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -4204183.000000 Penalty: 3379.795898
	Iteration 5F: 3 clusters Score -4204183 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -4206362.500000 Penalty: 3379.795898
	Iteration 6F: 3 clusters Score -4206362 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -4208234.500000 Penalty: 3379.795898
	Iteration 7F: 3 clusters Score -4208234 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -4209543.500000 Penalty: 3379.795898
	Iteration 8Q: 3 clusters Score -4209544 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -4210273.000000 Penalty: 3379.795898
	Iteration 9Q: 3 clusters Score -4210273 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -4210636.500000 Penalty: 3379.795898
	Iteration 10Q: 3 clusters Score -4210636 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -4210802.500000 Penalty: 3379.795898
	Iteration 11Q: 3 clusters Score -4210802 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -4210905.500000 Penalty: 3379.795898
	Iteration 12Q: 3 clusters Score -4210906 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4210977.500000 Penalty: 3379.795898
	Iteration 13Q: 3 clusters Score -4210978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -4211033.000000 Penalty: 3379.795898
	Iteration 14Q: 3 clusters Score -4211033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -4211074.500000 Penalty: 3379.795898
	Iteration 15Q: 3 clusters Score -4211074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -4211107.000000 Penalty: 3379.795898
	Iteration 16Q: 3 clusters Score -4211107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -4211127.500000 Penalty: 3379.795898
	Iteration 17Q: 3 clusters Score -4211128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -4211141.000000 Penalty: 3379.795898
	Iteration 18Q: 3 clusters Score -4211141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -4211148.000000 Penalty: 3379.795898
	Iteration 19Q: 3 clusters Score -4211148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -4211149.500000 Penalty: 3379.795898
	Iteration 20F: 3 clusters Score -4211150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -4211153.000000 Penalty: 3379.795898
	Iteration 21Q: 3 clusters Score -4211153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4211152.000000 Penalty: 3379.795898
	Iteration 22Q: 3 clusters Score -4211152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -4211154.500000 Penalty: 3379.795898
	Iteration 23Q: 3 clusters Score -4211154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -4211158.000000 Penalty: 3379.795898
	Iteration 24Q: 3 clusters Score -4211158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -4211156.500000 Penalty: 3379.795898
	Iteration 25Q: 3 clusters Score -4211156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -4211161.000000 Penalty: 3379.795898
	Iteration 26Q: 3 clusters Score -4211161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -4211163.000000 Penalty: 3379.795898
	Iteration 27Q: 3 clusters Score -4211163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4211165.500000 Penalty: 3379.795898
	Iteration 28Q: 3 clusters Score -4211166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4211165.500000 Penalty: 3379.795898
	Iteration 29F: 3 clusters Score -4211166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Entering Unmasked Estep 
Score: -3619455.250000 Penalty: 1677.752197
	Iteration 0F: 2 clusters Score -3619455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -3599012.000000 Penalty: 3355.504395
	Iteration 0F: 3 clusters Score -3599012 nChanged 14003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3606810.000000 Penalty: 3355.504395
	Iteration 1F: 3 clusters Score -3606810 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3607528.750000 Penalty: 3355.504395
	Iteration 2F: 3 clusters Score -3607529 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3608392.250000 Penalty: 3355.504395
	Iteration 3F: 3 clusters Score -3608392 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3609438.250000 Penalty: 3355.504395
	Iteration 4F: 3 clusters Score -3609438 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -3610533.250000 Penalty: 3355.504395
	Iteration 5F: 3 clusters Score -3610533 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3611524.500000 Penalty: 3355.504395
	Iteration 6F: 3 clusters Score -3611524 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3612458.250000 Penalty: 3355.504395
	Iteration 7F: 3 clusters Score -3612458 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3613336.750000 Penalty: 3355.504395
	Iteration 8Q: 3 clusters Score -3613337 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3614151.500000 Penalty: 3355.504395
	Iteration 9Q: 3 clusters Score -3614152 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3614902.500000 Penalty: 3355.504395
	Iteration 10Q: 3 clusters Score -3614902 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3615420.250000 Penalty: 3355.504395
	Iteration 11Q: 3 clusters Score -3615420 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -3615684.250000 Penalty: 3355.504395
	Iteration 12Q: 3 clusters Score -3615684 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3615857.500000 Penalty: 3355.504395
	Iteration 13Q: 3 clusters Score -3615858 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -3615953.000000 Penalty: 3355.504395
	Iteration 14Q: 3 clusters Score -3615953 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3616036.750000 Penalty: 3355.504395
	Iteration 15Q: 3 clusters Score -3616037 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3616130.000000 Penalty: 3355.504395
	Iteration 16Q: 3 clusters Score -3616130 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -3616185.750000 Penalty: 3355.504395
	Iteration 17Q: 3 clusters Score -3616186 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3616260.750000 Penalty: 3355.504395
	Iteration 18Q: 3 clusters Score -3616261 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -3616322.250000 Penalty: 3355.504395
	Iteration 19Q: 3 clusters Score -3616322 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -3616390.250000 Penalty: 3355.504395
	Iteration 20F: 3 clusters Score -3616390 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3616437.750000 Penalty: 3355.504395
	Iteration 21Q: 3 clusters Score -3616438 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3616486.250000 Penalty: 3355.504395
	Iteration 22Q: 3 clusters Score -3616486 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -3616529.250000 Penalty: 3355.504395
	Iteration 23Q: 3 clusters Score -3616529 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3616560.500000 Penalty: 3355.504395
	Iteration 24Q: 3 clusters Score -3616560 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -3616600.750000 Penalty: 3355.504395
	Iteration 25Q: 3 clusters Score -3616601 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3616632.500000 Penalty: 3355.504395
	Iteration 26Q: 3 clusters Score -3616632 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3616676.000000 Penalty: 3355.504395
	Iteration 27Q: 3 clusters Score -3616676 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3616732.500000 Penalty: 3355.504395
	Iteration 28Q: 3 clusters Score -3616732 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3616807.750000 Penalty: 3355.504395
	Iteration 29Q: 3 clusters Score -3616808 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -3616870.750000 Penalty: 3355.504395
	Iteration 30Q: 3 clusters Score -3616871 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3616922.750000 Penalty: 3355.504395
	Iteration 31Q: 3 clusters Score -3616923 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3616998.000000 Penalty: 3355.504395
	Iteration 32Q: 3 clusters Score -3616998 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3617074.750000 Penalty: 3355.504395
	Iteration 33Q: 3 clusters Score -3617075 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3617152.000000 Penalty: 3355.504395
	Iteration 34Q: 3 clusters Score -3617152 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3617252.250000 Penalty: 3355.504395
	Iteration 35Q: 3 clusters Score -3617252 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3617331.000000 Penalty: 3355.504395
	Iteration 36Q: 3 clusters Score -3617331 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3617412.250000 Penalty: 3355.504395
	Iteration 37Q: 3 clusters Score -3617412 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3617480.750000 Penalty: 3355.504395
	Iteration 38Q: 3 clusters Score -3617481 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3617573.000000 Penalty: 3355.504395
	Iteration 39Q: 3 clusters Score -3617573 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3617663.000000 Penalty: 3355.504395
	Iteration 40F: 3 clusters Score -3617663 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -3617732.000000 Penalty: 3355.504395
	Iteration 41Q: 3 clusters Score -3617732 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3617804.250000 Penalty: 3355.504395
	Iteration 42Q: 3 clusters Score -3617804 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3617878.000000 Penalty: 3355.504395
	Iteration 43Q: 3 clusters Score -3617878 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3617938.000000 Penalty: 3355.504395
	Iteration 44Q: 3 clusters Score -3617938 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3617980.750000 Penalty: 3355.504395
	Iteration 45Q: 3 clusters Score -3617981 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -3618024.250000 Penalty: 3355.504395
	Iteration 46Q: 3 clusters Score -3618024 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3618065.500000 Penalty: 3355.504395
	Iteration 47Q: 3 clusters Score -3618066 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -3618099.000000 Penalty: 3355.504395
	Iteration 48Q: 3 clusters Score -3618099 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3618135.000000 Penalty: 3355.504395
	Iteration 49Q: 3 clusters Score -3618135 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3618168.250000 Penalty: 3355.504395
	Iteration 50Q: 3 clusters Score -3618168 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -3618208.500000 Penalty: 3355.504395
	Iteration 51Q: 3 clusters Score -3618208 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3618237.500000 Penalty: 3355.504395
	Iteration 52Q: 3 clusters Score -3618238 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3618259.000000 Penalty: 3355.504395
	Iteration 53Q: 3 clusters Score -3618259 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3618271.000000 Penalty: 3355.504395
	Iteration 54Q: 3 clusters Score -3618271 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -3618289.500000 Penalty: 3355.504395
	Iteration 55Q: 3 clusters Score -3618290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -3618306.250000 Penalty: 3355.504395
	Iteration 56Q: 3 clusters Score -3618306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -3618316.500000 Penalty: 3355.504395
	Iteration 57Q: 3 clusters Score -3618316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -3618327.500000 Penalty: 3355.504395
	Iteration 58Q: 3 clusters Score -3618328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3618333.000000 Penalty: 3355.504395
	Iteration 59Q: 3 clusters Score -3618333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -3618338.250000 Penalty: 3355.504395
	Iteration 60F: 3 clusters Score -3618338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3618353.750000 Penalty: 3355.504395
	Iteration 61Q: 3 clusters Score -3618354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3618355.750000 Penalty: 3355.504395
	Iteration 62Q: 3 clusters Score -3618356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -3618353.500000 Penalty: 3355.504395
	Iteration 63Q: 3 clusters Score -3618354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -3618359.750000 Penalty: 3355.504395
	Iteration 64Q: 3 clusters Score -3618360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3618363.000000 Penalty: 3355.504395
	Iteration 65Q: 3 clusters Score -3618363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3618362.500000 Penalty: 3355.504395
	Iteration 66Q: 3 clusters Score -3618362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3618363.500000 Penalty: 3355.504395
	Iteration 67Q: 3 clusters Score -3618364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3618364.000000 Penalty: 3355.504395
	Iteration 68Q: 3 clusters Score -3618364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -3618366.750000 Penalty: 3355.504395
	Iteration 69Q: 3 clusters Score -3618367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3618366.750000 Penalty: 3355.504395
	Iteration 70Q: 3 clusters Score -3618367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -3618368.500000 Penalty: 3355.504395
	Iteration 71Q: 3 clusters Score -3618368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3618367.000000 Penalty: 3355.504395
	Iteration 72Q: 3 clusters Score -3618367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3618371.000000 Penalty: 3355.504395
	Iteration 73Q: 3 clusters Score -3618371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3618374.000000 Penalty: 3355.504395
	Iteration 74Q: 3 clusters Score -3618374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3618375.250000 Penalty: 3355.504395
	Iteration 75Q: 3 clusters Score -3618375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -3618374.750000 Penalty: 3355.504395
	Iteration 76Q: 3 clusters Score -3618375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3618378.250000 Penalty: 3355.504395
	Iteration 77Q: 3 clusters Score -3618378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3618378.250000 Penalty: 3355.504395
	Iteration 78F: 3 clusters Score -3618378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Entering Unmasked Estep 
Score: -548246.500000 Penalty: 1367.895020
	Iteration 0F: 2 clusters Score -548246.5 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 2211 members 
Entering Unmasked Estep 
Score: -544571.937500 Penalty: 2735.790039
	Iteration 0F: 3 clusters Score -544571.9 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -545617.625000 Penalty: 2735.790039
	Iteration 1F: 3 clusters Score -545617.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -545804.562500 Penalty: 2735.790039
	Iteration 2F: 3 clusters Score -545804.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -545944.937500 Penalty: 2735.790039
	Iteration 3F: 3 clusters Score -545944.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -546089.187500 Penalty: 2735.790039
	Iteration 4Q: 3 clusters Score -546089.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -546208.625000 Penalty: 2735.790039
	Iteration 5Q: 3 clusters Score -546208.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -546307.500000 Penalty: 2735.790039
	Iteration 6Q: 3 clusters Score -546307.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -546407.437500 Penalty: 2735.790039
	Iteration 7Q: 3 clusters Score -546407.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -546510.937500 Penalty: 2735.790039
	Iteration 8Q: 3 clusters Score -546510.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -546617.937500 Penalty: 2735.790039
	Iteration 9Q: 3 clusters Score -546617.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -546722.250000 Penalty: 2735.790039
	Iteration 10Q: 3 clusters Score -546722.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -546827.062500 Penalty: 2735.790039
	Iteration 11Q: 3 clusters Score -546827.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -546951.187500 Penalty: 2735.790039
	Iteration 12Q: 3 clusters Score -546951.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -547045.437500 Penalty: 2735.790039
	Iteration 13Q: 3 clusters Score -547045.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -547109.937500 Penalty: 2735.790039
	Iteration 14Q: 3 clusters Score -547109.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -547156.125000 Penalty: 2735.790039
	Iteration 15Q: 3 clusters Score -547156.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -547197.875000 Penalty: 2735.790039
	Iteration 16Q: 3 clusters Score -547197.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -547231.437500 Penalty: 2735.790039
	Iteration 17Q: 3 clusters Score -547231.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -547264.312500 Penalty: 2735.790039
	Iteration 18Q: 3 clusters Score -547264.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -547296.750000 Penalty: 2735.790039
	Iteration 19Q: 3 clusters Score -547296.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -547329.375000 Penalty: 2735.790039
	Iteration 20F: 3 clusters Score -547329.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -547358.875000 Penalty: 2735.790039
	Iteration 21Q: 3 clusters Score -547358.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -547376.937500 Penalty: 2735.790039
	Iteration 22Q: 3 clusters Score -547376.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -547384.937500 Penalty: 2735.790039
	Iteration 23Q: 3 clusters Score -547384.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -547389.625000 Penalty: 2735.790039
	Iteration 24Q: 3 clusters Score -547389.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -547393.687500 Penalty: 2735.790039
	Iteration 25Q: 3 clusters Score -547393.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -547397.625000 Penalty: 2735.790039
	Iteration 26Q: 3 clusters Score -547397.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -547400.375000 Penalty: 2735.790039
	Iteration 27Q: 3 clusters Score -547400.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -547402.937500 Penalty: 2735.790039
	Iteration 28Q: 3 clusters Score -547402.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -547403.000000 Penalty: 2735.790039
	Iteration 29Q: 3 clusters Score -547403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -547405.437500 Penalty: 2735.790039
	Iteration 30Q: 3 clusters Score -547405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -547406.562500 Penalty: 2735.790039
	Iteration 31Q: 3 clusters Score -547406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -547407.500000 Penalty: 2735.790039
	Iteration 32Q: 3 clusters Score -547407.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -547414.000000 Penalty: 2735.790039
	Iteration 33Q: 3 clusters Score -547414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -547419.750000 Penalty: 2735.790039
	Iteration 34Q: 3 clusters Score -547419.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -547425.687500 Penalty: 2735.790039
	Iteration 35Q: 3 clusters Score -547425.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -547429.125000 Penalty: 2735.790039
	Iteration 36Q: 3 clusters Score -547429.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -547428.500000 Penalty: 2735.790039
	Iteration 37Q: 3 clusters Score -547428.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -547431.125000 Penalty: 2735.790039
	Iteration 38Q: 3 clusters Score -547431.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -547430.687500 Penalty: 2735.790039
	Iteration 39Q: 3 clusters Score -547430.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -547431.750000 Penalty: 2735.790039
	Iteration 40F: 3 clusters Score -547431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -547433.500000 Penalty: 2735.790039
	Iteration 41Q: 3 clusters Score -547433.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -547436.062500 Penalty: 2735.790039
	Iteration 42Q: 3 clusters Score -547436.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -547439.125000 Penalty: 2735.790039
	Iteration 43Q: 3 clusters Score -547439.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -547439.687500 Penalty: 2735.790039
	Iteration 44Q: 3 clusters Score -547439.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -547440.000000 Penalty: 2735.790039
	Iteration 45Q: 3 clusters Score -547440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -547440.000000 Penalty: 2735.790039
	Iteration 46F: 3 clusters Score -547440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Entering Unmasked Estep 
Score: -3430390.750000 Penalty: 1658.474487
	Iteration 0F: 2 clusters Score -3430391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3412125.250000 Penalty: 3316.948975
	Iteration 0F: 3 clusters Score -3412125 nChanged 12376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3418899.750000 Penalty: 3316.948975
	Iteration 1F: 3 clusters Score -3418900 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3419404.000000 Penalty: 3316.948975
	Iteration 2Q: 3 clusters Score -3419404 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3419954.000000 Penalty: 3316.948975
	Iteration 3Q: 3 clusters Score -3419954 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3420736.250000 Penalty: 3316.948975
	Iteration 4F: 3 clusters Score -3420736 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3421794.750000 Penalty: 3316.948975
	Iteration 5F: 3 clusters Score -3421795 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -3423174.750000 Penalty: 3316.948975
	Iteration 6F: 3 clusters Score -3423175 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3424773.500000 Penalty: 3316.948975
	Iteration 7F: 3 clusters Score -3424774 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3426340.250000 Penalty: 3316.948975
	Iteration 8F: 3 clusters Score -3426340 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3427439.750000 Penalty: 3316.948975
	Iteration 9Q: 3 clusters Score -3427440 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3428072.250000 Penalty: 3316.948975
	Iteration 10Q: 3 clusters Score -3428072 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3428486.500000 Penalty: 3316.948975
	Iteration 11Q: 3 clusters Score -3428486 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3428697.000000 Penalty: 3316.948975
	Iteration 12Q: 3 clusters Score -3428697 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3428819.750000 Penalty: 3316.948975
	Iteration 13Q: 3 clusters Score -3428820 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3428898.750000 Penalty: 3316.948975
	Iteration 14Q: 3 clusters Score -3428899 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3428972.250000 Penalty: 3316.948975
	Iteration 15Q: 3 clusters Score -3428972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3429015.250000 Penalty: 3316.948975
	Iteration 16Q: 3 clusters Score -3429015 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3429057.250000 Penalty: 3316.948975
	Iteration 17Q: 3 clusters Score -3429057 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3429072.000000 Penalty: 3316.948975
	Iteration 18Q: 3 clusters Score -3429072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3429102.250000 Penalty: 3316.948975
	Iteration 19Q: 3 clusters Score -3429102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3429127.750000 Penalty: 3316.948975
	Iteration 20F: 3 clusters Score -3429128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3429134.750000 Penalty: 3316.948975
	Iteration 21Q: 3 clusters Score -3429135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3429154.500000 Penalty: 3316.948975
	Iteration 22Q: 3 clusters Score -3429154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3429170.000000 Penalty: 3316.948975
	Iteration 23Q: 3 clusters Score -3429170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3429178.500000 Penalty: 3316.948975
	Iteration 24Q: 3 clusters Score -3429178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3429183.000000 Penalty: 3316.948975
	Iteration 25Q: 3 clusters Score -3429183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3429187.500000 Penalty: 3316.948975
	Iteration 26Q: 3 clusters Score -3429188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3429194.000000 Penalty: 3316.948975
	Iteration 27Q: 3 clusters Score -3429194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3429205.750000 Penalty: 3316.948975
	Iteration 28Q: 3 clusters Score -3429206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3429208.500000 Penalty: 3316.948975
	Iteration 29Q: 3 clusters Score -3429208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3429212.000000 Penalty: 3316.948975
	Iteration 30Q: 3 clusters Score -3429212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3429219.250000 Penalty: 3316.948975
	Iteration 31Q: 3 clusters Score -3429219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3429216.750000 Penalty: 3316.948975
	Iteration 32Q: 3 clusters Score -3429217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3429224.500000 Penalty: 3316.948975
	Iteration 33Q: 3 clusters Score -3429224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3429229.250000 Penalty: 3316.948975
	Iteration 34Q: 3 clusters Score -3429229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3429240.000000 Penalty: 3316.948975
	Iteration 35Q: 3 clusters Score -3429240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3429236.500000 Penalty: 3316.948975
	Iteration 36Q: 3 clusters Score -3429236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3429240.250000 Penalty: 3316.948975
	Iteration 37Q: 3 clusters Score -3429240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3429241.750000 Penalty: 3316.948975
	Iteration 38Q: 3 clusters Score -3429242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3429239.750000 Penalty: 3316.948975
	Iteration 39Q: 3 clusters Score -3429240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3429240.000000 Penalty: 3316.948975
	Iteration 40F: 3 clusters Score -3429240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3429241.750000 Penalty: 3316.948975
	Iteration 41Q: 3 clusters Score -3429242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3429240.500000 Penalty: 3316.948975
	Iteration 42Q: 3 clusters Score -3429240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3429240.500000 Penalty: 3316.948975
	Iteration 43F: 3 clusters Score -3429240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Entering Unmasked Estep 
Score: -2237830.000000 Penalty: 1588.451416
	Iteration 0F: 2 clusters Score -2237830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2225781.500000 Penalty: 3176.902832
	Iteration 0F: 3 clusters Score -2225782 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2230109.000000 Penalty: 3176.902832
	Iteration 1F: 3 clusters Score -2230109 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2230450.500000 Penalty: 3176.902832
	Iteration 2Q: 3 clusters Score -2230450 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2230767.000000 Penalty: 3176.902832
	Iteration 3Q: 3 clusters Score -2230767 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2231105.500000 Penalty: 3176.902832
	Iteration 4Q: 3 clusters Score -2231106 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2231408.250000 Penalty: 3176.902832
	Iteration 5Q: 3 clusters Score -2231408 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2231732.000000 Penalty: 3176.902832
	Iteration 6Q: 3 clusters Score -2231732 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2232127.000000 Penalty: 3176.902832
	Iteration 7Q: 3 clusters Score -2232127 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2232578.750000 Penalty: 3176.902832
	Iteration 8Q: 3 clusters Score -2232579 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2233059.750000 Penalty: 3176.902832
	Iteration 9Q: 3 clusters Score -2233060 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2233505.500000 Penalty: 3176.902832
	Iteration 10Q: 3 clusters Score -2233506 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2233843.000000 Penalty: 3176.902832
	Iteration 11Q: 3 clusters Score -2233843 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2234017.250000 Penalty: 3176.902832
	Iteration 12Q: 3 clusters Score -2234017 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2234115.750000 Penalty: 3176.902832
	Iteration 13Q: 3 clusters Score -2234116 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2234186.750000 Penalty: 3176.902832
	Iteration 14Q: 3 clusters Score -2234187 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2234251.250000 Penalty: 3176.902832
	Iteration 15Q: 3 clusters Score -2234251 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2234325.500000 Penalty: 3176.902832
	Iteration 16Q: 3 clusters Score -2234326 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2234367.750000 Penalty: 3176.902832
	Iteration 17Q: 3 clusters Score -2234368 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2234414.000000 Penalty: 3176.902832
	Iteration 18Q: 3 clusters Score -2234414 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2234456.750000 Penalty: 3176.902832
	Iteration 19Q: 3 clusters Score -2234457 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2234492.000000 Penalty: 3176.902832
	Iteration 20F: 3 clusters Score -2234492 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2234523.250000 Penalty: 3176.902832
	Iteration 21Q: 3 clusters Score -2234523 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2234538.250000 Penalty: 3176.902832
	Iteration 22Q: 3 clusters Score -2234538 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2234575.250000 Penalty: 3176.902832
	Iteration 23Q: 3 clusters Score -2234575 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2234605.250000 Penalty: 3176.902832
	Iteration 24Q: 3 clusters Score -2234605 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2234624.250000 Penalty: 3176.902832
	Iteration 25Q: 3 clusters Score -2234624 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2234653.500000 Penalty: 3176.902832
	Iteration 26Q: 3 clusters Score -2234654 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2234686.000000 Penalty: 3176.902832
	Iteration 27Q: 3 clusters Score -2234686 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2234714.500000 Penalty: 3176.902832
	Iteration 28Q: 3 clusters Score -2234714 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2234744.000000 Penalty: 3176.902832
	Iteration 29Q: 3 clusters Score -2234744 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2234779.750000 Penalty: 3176.902832
	Iteration 30Q: 3 clusters Score -2234780 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2234801.750000 Penalty: 3176.902832
	Iteration 31Q: 3 clusters Score -2234802 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2234842.500000 Penalty: 3176.902832
	Iteration 32Q: 3 clusters Score -2234842 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2234859.500000 Penalty: 3176.902832
	Iteration 33Q: 3 clusters Score -2234860 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2234900.750000 Penalty: 3176.902832
	Iteration 34Q: 3 clusters Score -2234901 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2234949.250000 Penalty: 3176.902832
	Iteration 35Q: 3 clusters Score -2234949 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2234998.000000 Penalty: 3176.902832
	Iteration 36Q: 3 clusters Score -2234998 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2235043.750000 Penalty: 3176.902832
	Iteration 37Q: 3 clusters Score -2235044 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2235084.000000 Penalty: 3176.902832
	Iteration 38Q: 3 clusters Score -2235084 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2235139.000000 Penalty: 3176.902832
	Iteration 39Q: 3 clusters Score -2235139 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2235186.500000 Penalty: 3176.902832
	Iteration 40F: 3 clusters Score -2235186 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2235227.000000 Penalty: 3176.902832
	Iteration 41Q: 3 clusters Score -2235227 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2235266.500000 Penalty: 3176.902832
	Iteration 42Q: 3 clusters Score -2235266 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2235310.000000 Penalty: 3176.902832
	Iteration 43Q: 3 clusters Score -2235310 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2235353.000000 Penalty: 3176.902832
	Iteration 44Q: 3 clusters Score -2235353 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2235389.250000 Penalty: 3176.902832
	Iteration 45Q: 3 clusters Score -2235389 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2235422.500000 Penalty: 3176.902832
	Iteration 46Q: 3 clusters Score -2235422 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2235464.250000 Penalty: 3176.902832
	Iteration 47Q: 3 clusters Score -2235464 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2235489.750000 Penalty: 3176.902832
	Iteration 48Q: 3 clusters Score -2235490 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2235526.000000 Penalty: 3176.902832
	Iteration 49Q: 3 clusters Score -2235526 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2235561.250000 Penalty: 3176.902832
	Iteration 50Q: 3 clusters Score -2235561 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2235587.500000 Penalty: 3176.902832
	Iteration 51Q: 3 clusters Score -2235588 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2235612.750000 Penalty: 3176.902832
	Iteration 52Q: 3 clusters Score -2235613 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2235641.500000 Penalty: 3176.902832
	Iteration 53Q: 3 clusters Score -2235642 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2235670.750000 Penalty: 3176.902832
	Iteration 54Q: 3 clusters Score -2235671 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2235697.250000 Penalty: 3176.902832
	Iteration 55Q: 3 clusters Score -2235697 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2235724.750000 Penalty: 3176.902832
	Iteration 56Q: 3 clusters Score -2235725 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2235737.000000 Penalty: 3176.902832
	Iteration 57Q: 3 clusters Score -2235737 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2235768.000000 Penalty: 3176.902832
	Iteration 58Q: 3 clusters Score -2235768 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2235800.750000 Penalty: 3176.902832
	Iteration 59Q: 3 clusters Score -2235801 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2235826.500000 Penalty: 3176.902832
	Iteration 60F: 3 clusters Score -2235826 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2235854.000000 Penalty: 3176.902832
	Iteration 61Q: 3 clusters Score -2235854 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2235888.500000 Penalty: 3176.902832
	Iteration 62Q: 3 clusters Score -2235888 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2235904.750000 Penalty: 3176.902832
	Iteration 63Q: 3 clusters Score -2235905 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2235922.000000 Penalty: 3176.902832
	Iteration 64Q: 3 clusters Score -2235922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2235938.000000 Penalty: 3176.902832
	Iteration 65Q: 3 clusters Score -2235938 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2235960.500000 Penalty: 3176.902832
	Iteration 66Q: 3 clusters Score -2235960 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2235974.500000 Penalty: 3176.902832
	Iteration 67Q: 3 clusters Score -2235974 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2235990.500000 Penalty: 3176.902832
	Iteration 68Q: 3 clusters Score -2235990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2236007.250000 Penalty: 3176.902832
	Iteration 69Q: 3 clusters Score -2236007 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2236025.250000 Penalty: 3176.902832
	Iteration 70Q: 3 clusters Score -2236025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2236035.750000 Penalty: 3176.902832
	Iteration 71Q: 3 clusters Score -2236036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2236049.250000 Penalty: 3176.902832
	Iteration 72Q: 3 clusters Score -2236049 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2236060.750000 Penalty: 3176.902832
	Iteration 73Q: 3 clusters Score -2236061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2236072.500000 Penalty: 3176.902832
	Iteration 74Q: 3 clusters Score -2236072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2236085.500000 Penalty: 3176.902832
	Iteration 75Q: 3 clusters Score -2236086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2236092.250000 Penalty: 3176.902832
	Iteration 76Q: 3 clusters Score -2236092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2236105.000000 Penalty: 3176.902832
	Iteration 77Q: 3 clusters Score -2236105 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2236113.000000 Penalty: 3176.902832
	Iteration 78Q: 3 clusters Score -2236113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2236134.750000 Penalty: 3176.902832
	Iteration 79Q: 3 clusters Score -2236135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2236145.750000 Penalty: 3176.902832
	Iteration 80F: 3 clusters Score -2236146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2236162.250000 Penalty: 3176.902832
	Iteration 81Q: 3 clusters Score -2236162 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2236177.250000 Penalty: 3176.902832
	Iteration 82Q: 3 clusters Score -2236177 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2236201.750000 Penalty: 3176.902832
	Iteration 83Q: 3 clusters Score -2236202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2236216.250000 Penalty: 3176.902832
	Iteration 84Q: 3 clusters Score -2236216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2236230.500000 Penalty: 3176.902832
	Iteration 85Q: 3 clusters Score -2236230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2236246.000000 Penalty: 3176.902832
	Iteration 86Q: 3 clusters Score -2236246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2236255.250000 Penalty: 3176.902832
	Iteration 87Q: 3 clusters Score -2236255 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2236270.250000 Penalty: 3176.902832
	Iteration 88Q: 3 clusters Score -2236270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2236281.250000 Penalty: 3176.902832
	Iteration 89Q: 3 clusters Score -2236281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2236287.750000 Penalty: 3176.902832
	Iteration 90Q: 3 clusters Score -2236288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2236287.500000 Penalty: 3176.902832
	Iteration 91Q: 3 clusters Score -2236288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2236295.250000 Penalty: 3176.902832
	Iteration 92Q: 3 clusters Score -2236295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2236295.250000 Penalty: 3176.902832
	Iteration 93Q: 3 clusters Score -2236295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2236298.250000 Penalty: 3176.902832
	Iteration 94Q: 3 clusters Score -2236298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2236305.000000 Penalty: 3176.902832
	Iteration 95Q: 3 clusters Score -2236305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2236305.500000 Penalty: 3176.902832
	Iteration 96Q: 3 clusters Score -2236306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2236313.500000 Penalty: 3176.902832
	Iteration 97Q: 3 clusters Score -2236314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2236315.250000 Penalty: 3176.902832
	Iteration 98Q: 3 clusters Score -2236315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2236321.750000 Penalty: 3176.902832
	Iteration 99Q: 3 clusters Score -2236322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2236321.250000 Penalty: 3176.902832
	Iteration 100F: 3 clusters Score -2236321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2236318.250000 Penalty: 3176.902832
	Iteration 101Q: 3 clusters Score -2236318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2236319.750000 Penalty: 3176.902832
	Iteration 102Q: 3 clusters Score -2236320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2236320.750000 Penalty: 3176.902832
	Iteration 103Q: 3 clusters Score -2236321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2236323.250000 Penalty: 3176.902832
	Iteration 104Q: 3 clusters Score -2236323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2236326.000000 Penalty: 3176.902832
	Iteration 105Q: 3 clusters Score -2236326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2236332.250000 Penalty: 3176.902832
	Iteration 106Q: 3 clusters Score -2236332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2236334.500000 Penalty: 3176.902832
	Iteration 107Q: 3 clusters Score -2236334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2236337.250000 Penalty: 3176.902832
	Iteration 108Q: 3 clusters Score -2236337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2236337.500000 Penalty: 3176.902832
	Iteration 109Q: 3 clusters Score -2236338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2236340.000000 Penalty: 3176.902832
	Iteration 110Q: 3 clusters Score -2236340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2236338.500000 Penalty: 3176.902832
	Iteration 111Q: 3 clusters Score -2236338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2236345.250000 Penalty: 3176.902832
	Iteration 112Q: 3 clusters Score -2236345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2236354.750000 Penalty: 3176.902832
	Iteration 113Q: 3 clusters Score -2236355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2236352.000000 Penalty: 3176.902832
	Iteration 114Q: 3 clusters Score -2236352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2236355.000000 Penalty: 3176.902832
	Iteration 115Q: 3 clusters Score -2236355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2236359.000000 Penalty: 3176.902832
	Iteration 116Q: 3 clusters Score -2236359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2236360.750000 Penalty: 3176.902832
	Iteration 117Q: 3 clusters Score -2236361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2236364.250000 Penalty: 3176.902832
	Iteration 118Q: 3 clusters Score -2236364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2236369.250000 Penalty: 3176.902832
	Iteration 119Q: 3 clusters Score -2236369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2236373.500000 Penalty: 3176.902832
	Iteration 120F: 3 clusters Score -2236374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2236377.750000 Penalty: 3176.902832
	Iteration 121Q: 3 clusters Score -2236378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2236376.000000 Penalty: 3176.902832
	Iteration 122Q: 3 clusters Score -2236376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2236375.750000 Penalty: 3176.902832
	Iteration 123Q: 3 clusters Score -2236376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2236378.000000 Penalty: 3176.902832
	Iteration 124Q: 3 clusters Score -2236378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2236383.250000 Penalty: 3176.902832
	Iteration 125Q: 3 clusters Score -2236383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2236387.250000 Penalty: 3176.902832
	Iteration 126Q: 3 clusters Score -2236387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2236389.000000 Penalty: 3176.902832
	Iteration 127Q: 3 clusters Score -2236389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2236388.750000 Penalty: 3176.902832
	Iteration 128Q: 3 clusters Score -2236389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2236389.000000 Penalty: 3176.902832
	Iteration 129Q: 3 clusters Score -2236389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2236388.250000 Penalty: 3176.902832
	Iteration 130Q: 3 clusters Score -2236388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2236389.500000 Penalty: 3176.902832
	Iteration 131Q: 3 clusters Score -2236390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2236394.250000 Penalty: 3176.902832
	Iteration 132Q: 3 clusters Score -2236394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2236392.000000 Penalty: 3176.902832
	Iteration 133Q: 3 clusters Score -2236392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2236393.000000 Penalty: 3176.902832
	Iteration 134Q: 3 clusters Score -2236393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2236390.250000 Penalty: 3176.902832
	Iteration 135Q: 3 clusters Score -2236390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2236390.250000 Penalty: 3176.902832
	Iteration 136Q: 3 clusters Score -2236390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2236395.250000 Penalty: 3176.902832
	Iteration 137Q: 3 clusters Score -2236395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2236396.750000 Penalty: 3176.902832
	Iteration 138Q: 3 clusters Score -2236397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2236398.250000 Penalty: 3176.902832
	Iteration 139Q: 3 clusters Score -2236398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2236401.250000 Penalty: 3176.902832
	Iteration 140F: 3 clusters Score -2236401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2236400.000000 Penalty: 3176.902832
	Iteration 141Q: 3 clusters Score -2236400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2236399.750000 Penalty: 3176.902832
	Iteration 142Q: 3 clusters Score -2236400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2236399.500000 Penalty: 3176.902832
	Iteration 143Q: 3 clusters Score -2236400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2236399.500000 Penalty: 3176.902832
	Iteration 144F: 3 clusters Score -2236400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -18754.218750 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -18754.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18133.560547 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -18133.56 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18723.304688 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -18723.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19029.076172 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -19029.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19403.523438 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -19403.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19665.179688 Penalty: 1858.033936
	Iteration 4F: 3 clusters Score -19665.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19757.525391 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -19757.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19770.468750 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -19770.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19770.468750 Penalty: 1858.033936
	Iteration 7F: 3 clusters Score -19770.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17692 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83379 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27065 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 171 members 
Mstep: Class 15 contains 90491 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130426 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9934 members 
Mstep: Class 25 contains 132665 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89073 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Mstep: Class 32 contains 133 members 
Entering Unmasked Estep 
Score: -108942456.000000 Penalty: 71204.648438
Splitting cluster 14 changes total score from -108942648.000000 to -108942456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (90491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Entering Unmasked Estep 
Score: -11605047.000000 Penalty: 1854.613403
	Iteration 0F: 2 clusters Score -1.160505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -11546282.000000 Penalty: 3709.226807
	Iteration 0F: 3 clusters Score -1.154628e+07 nChanged 43191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -11571150.000000 Penalty: 3709.226807
	Iteration 1F: 3 clusters Score -1.157115e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -11571902.000000 Penalty: 3709.226807
	Iteration 2Q: 3 clusters Score -1.15719e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -11572847.000000 Penalty: 3709.226807
	Iteration 3Q: 3 clusters Score -1.157285e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -11573803.000000 Penalty: 3709.226807
	Iteration 4Q: 3 clusters Score -1.15738e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -11575138.000000 Penalty: 3709.226807
	Iteration 5Q: 3 clusters Score -1.157514e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -11577244.000000 Penalty: 3709.226807
	Iteration 6Q: 3 clusters Score -1.157724e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -11580149.000000 Penalty: 3709.226807
	Iteration 7F: 3 clusters Score -1.158015e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -11584186.000000 Penalty: 3709.226807
	Iteration 8F: 3 clusters Score -1.158419e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -11588792.000000 Penalty: 3709.226807
	Iteration 9F: 3 clusters Score -1.158879e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -11593257.000000 Penalty: 3709.226807
	Iteration 10F: 3 clusters Score -1.159326e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -11596633.000000 Penalty: 3709.226807
	Iteration 11F: 3 clusters Score -1.159663e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 82767 members 
Entering Unmasked Estep 
Score: -11599041.000000 Penalty: 3709.226807
	Iteration 12Q: 3 clusters Score -1.159904e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 85233 members 
Entering Unmasked Estep 
Score: -11600777.000000 Penalty: 3709.226807
	Iteration 13Q: 3 clusters Score -1.160078e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 86873 members 
Entering Unmasked Estep 
Score: -11601868.000000 Penalty: 3709.226807
	Iteration 14Q: 3 clusters Score -1.160187e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -11602439.000000 Penalty: 3709.226807
	Iteration 15Q: 3 clusters Score -1.160244e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 88538 members 
Entering Unmasked Estep 
Score: -11602796.000000 Penalty: 3709.226807
	Iteration 16Q: 3 clusters Score -1.16028e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 88956 members 
Entering Unmasked Estep 
Score: -11602997.000000 Penalty: 3709.226807
	Iteration 17Q: 3 clusters Score -1.1603e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 89220 members 
Entering Unmasked Estep 
Score: -11603131.000000 Penalty: 3709.226807
	Iteration 18Q: 3 clusters Score -1.160313e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -11603234.000000 Penalty: 3709.226807
	Iteration 19Q: 3 clusters Score -1.160323e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 89501 members 
Entering Unmasked Estep 
Score: -11603293.000000 Penalty: 3709.226807
	Iteration 20F: 3 clusters Score -1.160329e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 89576 members 
Entering Unmasked Estep 
Score: -11603336.000000 Penalty: 3709.226807
	Iteration 21Q: 3 clusters Score -1.160334e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 89650 members 
Entering Unmasked Estep 
Score: -11603410.000000 Penalty: 3709.226807
	Iteration 22Q: 3 clusters Score -1.160341e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 89701 members 
Entering Unmasked Estep 
Score: -11603433.000000 Penalty: 3709.226807
	Iteration 23Q: 3 clusters Score -1.160343e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -11603441.000000 Penalty: 3709.226807
	Iteration 24Q: 3 clusters Score -1.160344e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -11603487.000000 Penalty: 3709.226807
	Iteration 25Q: 3 clusters Score -1.160349e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 89794 members 
Entering Unmasked Estep 
Score: -11603496.000000 Penalty: 3709.226807
	Iteration 26Q: 3 clusters Score -1.16035e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 89797 members 
Entering Unmasked Estep 
Score: -11603502.000000 Penalty: 3709.226807
	Iteration 27Q: 3 clusters Score -1.16035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 89796 members 
Entering Unmasked Estep 
Score: -11603516.000000 Penalty: 3709.226807
	Iteration 28Q: 3 clusters Score -1.160352e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 89810 members 
Entering Unmasked Estep 
Score: -11603519.000000 Penalty: 3709.226807
	Iteration 29Q: 3 clusters Score -1.160352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 89821 members 
Entering Unmasked Estep 
Score: -11603512.000000 Penalty: 3709.226807
	Iteration 30Q: 3 clusters Score -1.160351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -11603528.000000 Penalty: 3709.226807
	Iteration 31Q: 3 clusters Score -1.160353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -11603514.000000 Penalty: 3709.226807
	Iteration 32Q: 3 clusters Score -1.160351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 89839 members 
Entering Unmasked Estep 
Score: -11603521.000000 Penalty: 3709.226807
	Iteration 33Q: 3 clusters Score -1.160352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -11603523.000000 Penalty: 3709.226807
	Iteration 34Q: 3 clusters Score -1.160352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 89852 members 
Entering Unmasked Estep 
Score: -11603524.000000 Penalty: 3709.226807
	Iteration 35Q: 3 clusters Score -1.160352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 89857 members 
Entering Unmasked Estep 
Score: -11603531.000000 Penalty: 3709.226807
	Iteration 36Q: 3 clusters Score -1.160353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 89861 members 
Entering Unmasked Estep 
Score: -11603539.000000 Penalty: 3709.226807
	Iteration 37Q: 3 clusters Score -1.160354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 89862 members 
Entering Unmasked Estep 
Score: -11603544.000000 Penalty: 3709.226807
	Iteration 38Q: 3 clusters Score -1.160354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 89863 members 
Entering Unmasked Estep 
Score: -11603543.000000 Penalty: 3709.226807
	Iteration 39Q: 3 clusters Score -1.160354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 89861 members 
Entering Unmasked Estep 
Score: -11603542.000000 Penalty: 3709.226807
	Iteration 40F: 3 clusters Score -1.160354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 89863 members 
Entering Unmasked Estep 
Score: -11603540.000000 Penalty: 3709.226807
	Iteration 41Q: 3 clusters Score -1.160354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 89863 members 
Entering Unmasked Estep 
Score: -11603541.000000 Penalty: 3709.226807
	Iteration 42Q: 3 clusters Score -1.160354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -11603540.000000 Penalty: 3709.226807
	Iteration 43Q: 3 clusters Score -1.160354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -11603540.000000 Penalty: 3709.226807
	Iteration 44F: 3 clusters Score -1.160354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Entering Unmasked Estep 
Score: -4107368.750000 Penalty: 1686.770264
	Iteration 0F: 2 clusters Score -4107369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -4085526.250000 Penalty: 3373.540527
	Iteration 0F: 3 clusters Score -4085526 nChanged 14953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -4093912.750000 Penalty: 3373.540527
	Iteration 1F: 3 clusters Score -4093913 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -4094455.000000 Penalty: 3373.540527
	Iteration 2Q: 3 clusters Score -4094455 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -4095083.250000 Penalty: 3373.540527
	Iteration 3Q: 3 clusters Score -4095083 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -4095869.000000 Penalty: 3373.540527
	Iteration 4F: 3 clusters Score -4095869 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -4096958.000000 Penalty: 3373.540527
	Iteration 5F: 3 clusters Score -4096958 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -4098319.000000 Penalty: 3373.540527
	Iteration 6F: 3 clusters Score -4098319 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -4099872.750000 Penalty: 3373.540527
	Iteration 7F: 3 clusters Score -4099873 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -4101259.500000 Penalty: 3373.540527
	Iteration 8F: 3 clusters Score -4101260 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -4102326.000000 Penalty: 3373.540527
	Iteration 9Q: 3 clusters Score -4102326 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -4102964.250000 Penalty: 3373.540527
	Iteration 10Q: 3 clusters Score -4102964 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -4103358.000000 Penalty: 3373.540527
	Iteration 11Q: 3 clusters Score -4103358 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -4103705.000000 Penalty: 3373.540527
	Iteration 12Q: 3 clusters Score -4103705 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -4103962.000000 Penalty: 3373.540527
	Iteration 13Q: 3 clusters Score -4103962 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -4104234.000000 Penalty: 3373.540527
	Iteration 14Q: 3 clusters Score -4104234 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -4104470.250000 Penalty: 3373.540527
	Iteration 15Q: 3 clusters Score -4104470 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4104703.500000 Penalty: 3373.540527
	Iteration 16Q: 3 clusters Score -4104704 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4104935.000000 Penalty: 3373.540527
	Iteration 17Q: 3 clusters Score -4104935 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4105137.500000 Penalty: 3373.540527
	Iteration 18Q: 3 clusters Score -4105138 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4105307.750000 Penalty: 3373.540527
	Iteration 19Q: 3 clusters Score -4105308 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4105491.000000 Penalty: 3373.540527
	Iteration 20F: 3 clusters Score -4105491 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4105604.750000 Penalty: 3373.540527
	Iteration 21Q: 3 clusters Score -4105605 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4105697.500000 Penalty: 3373.540527
	Iteration 22Q: 3 clusters Score -4105698 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4105747.750000 Penalty: 3373.540527
	Iteration 23Q: 3 clusters Score -4105748 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4105791.000000 Penalty: 3373.540527
	Iteration 24Q: 3 clusters Score -4105791 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4105822.750000 Penalty: 3373.540527
	Iteration 25Q: 3 clusters Score -4105823 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4105855.000000 Penalty: 3373.540527
	Iteration 26Q: 3 clusters Score -4105855 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4105881.250000 Penalty: 3373.540527
	Iteration 27Q: 3 clusters Score -4105881 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4105903.750000 Penalty: 3373.540527
	Iteration 28Q: 3 clusters Score -4105904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4105919.000000 Penalty: 3373.540527
	Iteration 29Q: 3 clusters Score -4105919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4105930.000000 Penalty: 3373.540527
	Iteration 30Q: 3 clusters Score -4105930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4105939.750000 Penalty: 3373.540527
	Iteration 31Q: 3 clusters Score -4105940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4105947.000000 Penalty: 3373.540527
	Iteration 32Q: 3 clusters Score -4105947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4105948.250000 Penalty: 3373.540527
	Iteration 33Q: 3 clusters Score -4105948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4105953.000000 Penalty: 3373.540527
	Iteration 34Q: 3 clusters Score -4105953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4105953.500000 Penalty: 3373.540527
	Iteration 35Q: 3 clusters Score -4105954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4105957.750000 Penalty: 3373.540527
	Iteration 36Q: 3 clusters Score -4105958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4105963.750000 Penalty: 3373.540527
	Iteration 37Q: 3 clusters Score -4105964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4105963.750000 Penalty: 3373.540527
	Iteration 38Q: 3 clusters Score -4105964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4105970.750000 Penalty: 3373.540527
	Iteration 39Q: 3 clusters Score -4105971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4105970.500000 Penalty: 3373.540527
	Iteration 40F: 3 clusters Score -4105970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4105976.250000 Penalty: 3373.540527
	Iteration 41Q: 3 clusters Score -4105976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4105983.250000 Penalty: 3373.540527
	Iteration 42Q: 3 clusters Score -4105983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4105982.750000 Penalty: 3373.540527
	Iteration 43Q: 3 clusters Score -4105983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4105983.500000 Penalty: 3373.540527
	Iteration 44Q: 3 clusters Score -4105984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4105980.000000 Penalty: 3373.540527
	Iteration 45Q: 3 clusters Score -4105980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4105985.000000 Penalty: 3373.540527
	Iteration 46Q: 3 clusters Score -4105985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4105986.750000 Penalty: 3373.540527
	Iteration 47Q: 3 clusters Score -4105987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4105991.000000 Penalty: 3373.540527
	Iteration 48Q: 3 clusters Score -4105991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4105993.250000 Penalty: 3373.540527
	Iteration 49Q: 3 clusters Score -4105993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4105992.250000 Penalty: 3373.540527
	Iteration 50Q: 3 clusters Score -4105992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4105990.000000 Penalty: 3373.540527
	Iteration 51Q: 3 clusters Score -4105990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4105990.000000 Penalty: 3373.540527
	Iteration 52F: 3 clusters Score -4105990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Entering Unmasked Estep 
Score: -961823.562500 Penalty: 1453.149902
	Iteration 0F: 2 clusters Score -961823.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -956128.500000 Penalty: 2906.299805
	Iteration 0F: 3 clusters Score -956128.5 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -957773.562500 Penalty: 2906.299805
	Iteration 1F: 3 clusters Score -957773.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -957983.875000 Penalty: 2906.299805
	Iteration 2F: 3 clusters Score -957983.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -958171.500000 Penalty: 2906.299805
	Iteration 3F: 3 clusters Score -958171.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -958342.562500 Penalty: 2906.299805
	Iteration 4Q: 3 clusters Score -958342.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -958466.187500 Penalty: 2906.299805
	Iteration 5Q: 3 clusters Score -958466.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -958579.250000 Penalty: 2906.299805
	Iteration 6Q: 3 clusters Score -958579.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -958702.687500 Penalty: 2906.299805
	Iteration 7Q: 3 clusters Score -958702.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -958821.562500 Penalty: 2906.299805
	Iteration 8Q: 3 clusters Score -958821.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -958931.062500 Penalty: 2906.299805
	Iteration 9Q: 3 clusters Score -958931.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -959048.500000 Penalty: 2906.299805
	Iteration 10Q: 3 clusters Score -959048.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -959179.000000 Penalty: 2906.299805
	Iteration 11Q: 3 clusters Score -959179 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -959276.562500 Penalty: 2906.299805
	Iteration 12Q: 3 clusters Score -959276.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -959361.437500 Penalty: 2906.299805
	Iteration 13Q: 3 clusters Score -959361.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -959437.000000 Penalty: 2906.299805
	Iteration 14Q: 3 clusters Score -959437 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -959502.500000 Penalty: 2906.299805
	Iteration 15Q: 3 clusters Score -959502.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -959554.625000 Penalty: 2906.299805
	Iteration 16Q: 3 clusters Score -959554.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -959608.125000 Penalty: 2906.299805
	Iteration 17Q: 3 clusters Score -959608.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -959669.750000 Penalty: 2906.299805
	Iteration 18Q: 3 clusters Score -959669.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -959719.187500 Penalty: 2906.299805
	Iteration 19Q: 3 clusters Score -959719.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -959765.000000 Penalty: 2906.299805
	Iteration 20F: 3 clusters Score -959765 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -959811.812500 Penalty: 2906.299805
	Iteration 21Q: 3 clusters Score -959811.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -959846.687500 Penalty: 2906.299805
	Iteration 22Q: 3 clusters Score -959846.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -959880.187500 Penalty: 2906.299805
	Iteration 23Q: 3 clusters Score -959880.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -959912.375000 Penalty: 2906.299805
	Iteration 24Q: 3 clusters Score -959912.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -959928.937500 Penalty: 2906.299805
	Iteration 25Q: 3 clusters Score -959928.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -959951.500000 Penalty: 2906.299805
	Iteration 26Q: 3 clusters Score -959951.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -959969.937500 Penalty: 2906.299805
	Iteration 27Q: 3 clusters Score -959969.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -959988.250000 Penalty: 2906.299805
	Iteration 28Q: 3 clusters Score -959988.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -960004.625000 Penalty: 2906.299805
	Iteration 29Q: 3 clusters Score -960004.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -960015.750000 Penalty: 2906.299805
	Iteration 30Q: 3 clusters Score -960015.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -960024.437500 Penalty: 2906.299805
	Iteration 31Q: 3 clusters Score -960024.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -960034.750000 Penalty: 2906.299805
	Iteration 32Q: 3 clusters Score -960034.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -960040.875000 Penalty: 2906.299805
	Iteration 33Q: 3 clusters Score -960040.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -960045.000000 Penalty: 2906.299805
	Iteration 34Q: 3 clusters Score -960045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -960050.250000 Penalty: 2906.299805
	Iteration 35Q: 3 clusters Score -960050.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -960057.312500 Penalty: 2906.299805
	Iteration 36Q: 3 clusters Score -960057.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -960060.562500 Penalty: 2906.299805
	Iteration 37Q: 3 clusters Score -960060.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -960063.000000 Penalty: 2906.299805
	Iteration 38Q: 3 clusters Score -960063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -960068.812500 Penalty: 2906.299805
	Iteration 39Q: 3 clusters Score -960068.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -960069.750000 Penalty: 2906.299805
	Iteration 40F: 3 clusters Score -960069.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -960068.875000 Penalty: 2906.299805
	Iteration 41Q: 3 clusters Score -960068.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -960072.562500 Penalty: 2906.299805
	Iteration 42Q: 3 clusters Score -960072.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -960074.437500 Penalty: 2906.299805
	Iteration 43Q: 3 clusters Score -960074.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -960073.125000 Penalty: 2906.299805
	Iteration 44Q: 3 clusters Score -960073.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -960077.062500 Penalty: 2906.299805
	Iteration 45Q: 3 clusters Score -960077.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -960075.000000 Penalty: 2906.299805
	Iteration 46Q: 3 clusters Score -960075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -960075.875000 Penalty: 2906.299805
	Iteration 47Q: 3 clusters Score -960075.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -960078.250000 Penalty: 2906.299805
	Iteration 48Q: 3 clusters Score -960078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -960078.625000 Penalty: 2906.299805
	Iteration 49Q: 3 clusters Score -960078.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -960078.625000 Penalty: 2906.299805
	Iteration 50F: 3 clusters Score -960078.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Entering Unmasked Estep 
Score: -480217.093750 Penalty: 1341.191772
	Iteration 0F: 2 clusters Score -480217.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -476978.906250 Penalty: 2682.383545
	Iteration 0F: 3 clusters Score -476978.9 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -477832.062500 Penalty: 2682.383545
	Iteration 1F: 3 clusters Score -477832.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -478050.343750 Penalty: 2682.383545
	Iteration 2F: 3 clusters Score -478050.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -478249.593750 Penalty: 2682.383545
	Iteration 3F: 3 clusters Score -478249.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -478499.843750 Penalty: 2682.383545
	Iteration 4F: 3 clusters Score -478499.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -478747.875000 Penalty: 2682.383545
	Iteration 5F: 3 clusters Score -478747.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -478942.906250 Penalty: 2682.383545
	Iteration 6F: 3 clusters Score -478942.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -479085.031250 Penalty: 2682.383545
	Iteration 7Q: 3 clusters Score -479085 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -479173.031250 Penalty: 2682.383545
	Iteration 8Q: 3 clusters Score -479173 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -479234.375000 Penalty: 2682.383545
	Iteration 9Q: 3 clusters Score -479234.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -479277.656250 Penalty: 2682.383545
	Iteration 10Q: 3 clusters Score -479277.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -479319.000000 Penalty: 2682.383545
	Iteration 11Q: 3 clusters Score -479319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -479355.062500 Penalty: 2682.383545
	Iteration 12Q: 3 clusters Score -479355.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -479377.218750 Penalty: 2682.383545
	Iteration 13Q: 3 clusters Score -479377.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -479388.593750 Penalty: 2682.383545
	Iteration 14Q: 3 clusters Score -479388.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -479397.625000 Penalty: 2682.383545
	Iteration 15Q: 3 clusters Score -479397.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -479402.718750 Penalty: 2682.383545
	Iteration 16Q: 3 clusters Score -479402.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -479405.125000 Penalty: 2682.383545
	Iteration 17Q: 3 clusters Score -479405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -479407.906250 Penalty: 2682.383545
	Iteration 18Q: 3 clusters Score -479407.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -479410.437500 Penalty: 2682.383545
	Iteration 19Q: 3 clusters Score -479410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -479413.062500 Penalty: 2682.383545
	Iteration 20F: 3 clusters Score -479413.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -479417.031250 Penalty: 2682.383545
	Iteration 21Q: 3 clusters Score -479417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -479417.875000 Penalty: 2682.383545
	Iteration 22Q: 3 clusters Score -479417.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -479420.281250 Penalty: 2682.383545
	Iteration 23Q: 3 clusters Score -479420.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -479422.312500 Penalty: 2682.383545
	Iteration 24Q: 3 clusters Score -479422.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -479425.375000 Penalty: 2682.383545
	Iteration 25Q: 3 clusters Score -479425.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -479428.031250 Penalty: 2682.383545
	Iteration 26Q: 3 clusters Score -479428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -479431.156250 Penalty: 2682.383545
	Iteration 27Q: 3 clusters Score -479431.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -479432.968750 Penalty: 2682.383545
	Iteration 28Q: 3 clusters Score -479433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -479434.500000 Penalty: 2682.383545
	Iteration 29Q: 3 clusters Score -479434.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -479435.937500 Penalty: 2682.383545
	Iteration 30Q: 3 clusters Score -479435.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -479437.312500 Penalty: 2682.383545
	Iteration 31Q: 3 clusters Score -479437.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -479438.781250 Penalty: 2682.383545
	Iteration 32Q: 3 clusters Score -479438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -479439.250000 Penalty: 2682.383545
	Iteration 33Q: 3 clusters Score -479439.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -479439.218750 Penalty: 2682.383545
	Iteration 34Q: 3 clusters Score -479439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -479440.281250 Penalty: 2682.383545
	Iteration 35Q: 3 clusters Score -479440.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -479440.687500 Penalty: 2682.383545
	Iteration 36Q: 3 clusters Score -479440.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -479441.406250 Penalty: 2682.383545
	Iteration 37Q: 3 clusters Score -479441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -479441.843750 Penalty: 2682.383545
	Iteration 38Q: 3 clusters Score -479441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -479442.437500 Penalty: 2682.383545
	Iteration 39Q: 3 clusters Score -479442.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -479443.906250 Penalty: 2682.383545
	Iteration 40F: 3 clusters Score -479443.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (130426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130426 members 
Entering Unmasked Estep 
Score: -16577858.000000 Penalty: 1914.016235
	Iteration 0F: 2 clusters Score -1.657786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -16497097.000000 Penalty: 3828.032471
	Iteration 0F: 3 clusters Score -1.64971e+07 nChanged 62865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -16534081.000000 Penalty: 3828.032471
	Iteration 1F: 3 clusters Score -1.653408e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61501 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -16535191.000000 Penalty: 3828.032471
	Iteration 2Q: 3 clusters Score -1.653519e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -16536698.000000 Penalty: 3828.032471
	Iteration 3Q: 3 clusters Score -1.65367e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -16539210.000000 Penalty: 3828.032471
	Iteration 4Q: 3 clusters Score -1.653921e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 82234 members 
Entering Unmasked Estep 
Score: -16542946.000000 Penalty: 3828.032471
	Iteration 5F: 3 clusters Score -1.654295e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -16548133.000000 Penalty: 3828.032471
	Iteration 6F: 3 clusters Score -1.654813e+07 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 97918 members 
Entering Unmasked Estep 
Score: -16554449.000000 Penalty: 3828.032471
	Iteration 7F: 3 clusters Score -1.655445e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 105649 members 
Entering Unmasked Estep 
Score: -16561061.000000 Penalty: 3828.032471
	Iteration 8F: 3 clusters Score -1.656106e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 112257 members 
Entering Unmasked Estep 
Score: -16567991.000000 Penalty: 3828.032471
	Iteration 9F: 3 clusters Score -1.656799e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 117641 members 
Entering Unmasked Estep 
Score: -16572526.000000 Penalty: 3828.032471
	Iteration 10Q: 3 clusters Score -1.657253e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 121971 members 
Entering Unmasked Estep 
Score: -16574439.000000 Penalty: 3828.032471
	Iteration 11Q: 3 clusters Score -1.657444e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 125049 members 
Entering Unmasked Estep 
Score: -16575354.000000 Penalty: 3828.032471
	Iteration 12Q: 3 clusters Score -1.657535e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 126889 members 
Entering Unmasked Estep 
Score: -16575701.000000 Penalty: 3828.032471
	Iteration 13Q: 3 clusters Score -1.65757e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 127984 members 
Entering Unmasked Estep 
Score: -16576005.000000 Penalty: 3828.032471
	Iteration 14Q: 3 clusters Score -1.6576e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 128662 members 
Entering Unmasked Estep 
Score: -16576134.000000 Penalty: 3828.032471
	Iteration 15Q: 3 clusters Score -1.657613e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 129082 members 
Entering Unmasked Estep 
Score: -16576253.000000 Penalty: 3828.032471
	Iteration 16Q: 3 clusters Score -1.657625e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 129331 members 
Entering Unmasked Estep 
Score: -16576301.000000 Penalty: 3828.032471
	Iteration 17Q: 3 clusters Score -1.65763e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 129487 members 
Entering Unmasked Estep 
Score: -16576396.000000 Penalty: 3828.032471
	Iteration 18Q: 3 clusters Score -1.65764e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 129584 members 
Entering Unmasked Estep 
Score: -16576443.000000 Penalty: 3828.032471
	Iteration 19Q: 3 clusters Score -1.657644e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 129641 members 
Entering Unmasked Estep 
Score: -16576509.000000 Penalty: 3828.032471
	Iteration 20F: 3 clusters Score -1.657651e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 129669 members 
Entering Unmasked Estep 
Score: -16576530.000000 Penalty: 3828.032471
	Iteration 21Q: 3 clusters Score -1.657653e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 129701 members 
Entering Unmasked Estep 
Score: -16576539.000000 Penalty: 3828.032471
	Iteration 22Q: 3 clusters Score -1.657654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 129722 members 
Entering Unmasked Estep 
Score: -16576545.000000 Penalty: 3828.032471
	Iteration 23Q: 3 clusters Score -1.657654e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 129734 members 
Entering Unmasked Estep 
Score: -16576527.000000 Penalty: 3828.032471
	Iteration 24Q: 3 clusters Score -1.657653e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 129745 members 
Entering Unmasked Estep 
Score: -16576531.000000 Penalty: 3828.032471
	Iteration 25Q: 3 clusters Score -1.657653e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 129756 members 
Entering Unmasked Estep 
Score: -16576565.000000 Penalty: 3828.032471
	Iteration 26Q: 3 clusters Score -1.657656e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 129764 members 
Entering Unmasked Estep 
Score: -16576566.000000 Penalty: 3828.032471
	Iteration 27Q: 3 clusters Score -1.657657e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 129769 members 
Entering Unmasked Estep 
Score: -16576568.000000 Penalty: 3828.032471
	Iteration 28Q: 3 clusters Score -1.657657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 129779 members 
Entering Unmasked Estep 
Score: -16576575.000000 Penalty: 3828.032471
	Iteration 29Q: 3 clusters Score -1.657658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 129788 members 
Entering Unmasked Estep 
Score: -16576567.000000 Penalty: 3828.032471
	Iteration 30Q: 3 clusters Score -1.657657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 129793 members 
Entering Unmasked Estep 
Score: -16576570.000000 Penalty: 3828.032471
	Iteration 31Q: 3 clusters Score -1.657657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 129794 members 
Entering Unmasked Estep 
Score: -16576573.000000 Penalty: 3828.032471
	Iteration 32Q: 3 clusters Score -1.657657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 129798 members 
Entering Unmasked Estep 
Score: -16576575.000000 Penalty: 3828.032471
	Iteration 33Q: 3 clusters Score -1.657658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 129801 members 
Entering Unmasked Estep 
Score: -16576579.000000 Penalty: 3828.032471
	Iteration 34Q: 3 clusters Score -1.657658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 129802 members 
Entering Unmasked Estep 
Score: -16576576.000000 Penalty: 3828.032471
	Iteration 35Q: 3 clusters Score -1.657658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 129801 members 
Entering Unmasked Estep 
Score: -16576577.000000 Penalty: 3828.032471
	Iteration 36Q: 3 clusters Score -1.657658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 129802 members 
Entering Unmasked Estep 
Score: -16576582.000000 Penalty: 3828.032471
	Iteration 37Q: 3 clusters Score -1.657658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 129801 members 
Entering Unmasked Estep 
Score: -16576570.000000 Penalty: 3828.032471
	Iteration 38Q: 3 clusters Score -1.657657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 129801 members 
Entering Unmasked Estep 
Score: -16576570.000000 Penalty: 3828.032471
	Iteration 39F: 3 clusters Score -1.657657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Entering Unmasked Estep 
Score: -1566184.375000 Penalty: 1534.042358
	Iteration 0F: 2 clusters Score -1566184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1557427.375000 Penalty: 3068.084717
	Iteration 0F: 3 clusters Score -1557427 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1560475.625000 Penalty: 3068.084717
	Iteration 1F: 3 clusters Score -1560476 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1560884.250000 Penalty: 3068.084717
	Iteration 2F: 3 clusters Score -1560884 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1561289.750000 Penalty: 3068.084717
	Iteration 3F: 3 clusters Score -1561290 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1561699.250000 Penalty: 3068.084717
	Iteration 4F: 3 clusters Score -1561699 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1562117.250000 Penalty: 3068.084717
	Iteration 5F: 3 clusters Score -1562117 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1562479.750000 Penalty: 3068.084717
	Iteration 6F: 3 clusters Score -1562480 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1562819.750000 Penalty: 3068.084717
	Iteration 7Q: 3 clusters Score -1562820 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1563152.750000 Penalty: 3068.084717
	Iteration 8Q: 3 clusters Score -1563153 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1563462.250000 Penalty: 3068.084717
	Iteration 9Q: 3 clusters Score -1563462 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1563726.375000 Penalty: 3068.084717
	Iteration 10Q: 3 clusters Score -1563726 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1563972.125000 Penalty: 3068.084717
	Iteration 11Q: 3 clusters Score -1563972 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1564181.000000 Penalty: 3068.084717
	Iteration 12Q: 3 clusters Score -1564181 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1564373.125000 Penalty: 3068.084717
	Iteration 13Q: 3 clusters Score -1564373 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1564521.750000 Penalty: 3068.084717
	Iteration 14Q: 3 clusters Score -1564522 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1564648.000000 Penalty: 3068.084717
	Iteration 15Q: 3 clusters Score -1564648 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1564737.375000 Penalty: 3068.084717
	Iteration 16Q: 3 clusters Score -1564737 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1564805.625000 Penalty: 3068.084717
	Iteration 17Q: 3 clusters Score -1564806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1564855.500000 Penalty: 3068.084717
	Iteration 18Q: 3 clusters Score -1564856 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1564900.625000 Penalty: 3068.084717
	Iteration 19Q: 3 clusters Score -1564901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1564929.250000 Penalty: 3068.084717
	Iteration 20F: 3 clusters Score -1564929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1564944.000000 Penalty: 3068.084717
	Iteration 21Q: 3 clusters Score -1564944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1564959.750000 Penalty: 3068.084717
	Iteration 22Q: 3 clusters Score -1564960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1564961.875000 Penalty: 3068.084717
	Iteration 23Q: 3 clusters Score -1564962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1564966.250000 Penalty: 3068.084717
	Iteration 24Q: 3 clusters Score -1564966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1564969.375000 Penalty: 3068.084717
	Iteration 25Q: 3 clusters Score -1564969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1564976.000000 Penalty: 3068.084717
	Iteration 26Q: 3 clusters Score -1564976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1564979.500000 Penalty: 3068.084717
	Iteration 27Q: 3 clusters Score -1564980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1564986.750000 Penalty: 3068.084717
	Iteration 28Q: 3 clusters Score -1564987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1564991.375000 Penalty: 3068.084717
	Iteration 29Q: 3 clusters Score -1564991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1564993.000000 Penalty: 3068.084717
	Iteration 30Q: 3 clusters Score -1564993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1564992.375000 Penalty: 3068.084717
	Iteration 31Q: 3 clusters Score -1564992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1564992.375000 Penalty: 3068.084717
	Iteration 32F: 3 clusters Score -1564992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -20571.986328 Penalty: 857.693665
	Iteration 0F: 2 clusters Score -20571.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19849.388672 Penalty: 1715.387329
	Iteration 0F: 3 clusters Score -19849.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19970.933594 Penalty: 1715.387329
	Iteration 1F: 3 clusters Score -19970.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20011.431641 Penalty: 1715.387329
	Iteration 2F: 3 clusters Score -20011.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20024.345703 Penalty: 1715.387329
	Iteration 3Q: 3 clusters Score -20024.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20032.035156 Penalty: 1715.387329
	Iteration 4Q: 3 clusters Score -20032.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20039.066406 Penalty: 1715.387329
	Iteration 5Q: 3 clusters Score -20039.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20047.486328 Penalty: 1715.387329
	Iteration 6Q: 3 clusters Score -20047.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20048.873047 Penalty: 1715.387329
	Iteration 7Q: 3 clusters Score -20048.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20048.873047 Penalty: 1715.387329
	Iteration 8F: 3 clusters Score -20048.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -108479.109375 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -108479.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -107076.335938 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -107076.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -107343.078125 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -107343.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -107431.406250 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -107431.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -107505.820312 Penalty: 2237.125244
	Iteration 3F: 3 clusters Score -107505.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -107562.804688 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -107562.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -107600.859375 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -107600.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -107634.664062 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -107634.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -107675.078125 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -107675.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -107709.093750 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -107709.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -107753.531250 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -107753.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -107781.757812 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -107781.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -107796.125000 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -107796.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -107822.382812 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -107822.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -107845.171875 Penalty: 2237.125244
	Iteration 13Q: 3 clusters Score -107845.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -107868.750000 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -107868.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -107908.742188 Penalty: 2237.125244
	Iteration 15Q: 3 clusters Score -107908.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -107939.375000 Penalty: 2237.125244
	Iteration 16Q: 3 clusters Score -107939.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -107965.507812 Penalty: 2237.125244
	Iteration 17Q: 3 clusters Score -107965.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -107992.609375 Penalty: 2237.125244
	Iteration 18Q: 3 clusters Score -107992.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -108010.960938 Penalty: 2237.125244
	Iteration 19Q: 3 clusters Score -108011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -108042.921875 Penalty: 2237.125244
	Iteration 20F: 3 clusters Score -108042.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -108070.976562 Penalty: 2237.125244
	Iteration 21Q: 3 clusters Score -108071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -108103.414062 Penalty: 2237.125244
	Iteration 22Q: 3 clusters Score -108103.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108123.992188 Penalty: 2237.125244
	Iteration 23Q: 3 clusters Score -108124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108129.703125 Penalty: 2237.125244
	Iteration 24Q: 3 clusters Score -108129.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108135.578125 Penalty: 2237.125244
	Iteration 25Q: 3 clusters Score -108135.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108139.109375 Penalty: 2237.125244
	Iteration 26Q: 3 clusters Score -108139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -108140.210938 Penalty: 2237.125244
	Iteration 27Q: 3 clusters Score -108140.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -108140.210938 Penalty: 2237.125244
	Iteration 28F: 3 clusters Score -108140.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Entering Unmasked Estep 
Score: -687925.937500 Penalty: 1397.629761
	Iteration 0F: 2 clusters Score -687925.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -683695.812500 Penalty: 2795.259521
	Iteration 0F: 3 clusters Score -683695.8 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -685124.687500 Penalty: 2795.259521
	Iteration 1F: 3 clusters Score -685124.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -685490.187500 Penalty: 2795.259521
	Iteration 2F: 3 clusters Score -685490.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -685759.375000 Penalty: 2795.259521
	Iteration 3F: 3 clusters Score -685759.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -685995.875000 Penalty: 2795.259521
	Iteration 4F: 3 clusters Score -685995.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -686189.250000 Penalty: 2795.259521
	Iteration 5Q: 3 clusters Score -686189.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -686360.875000 Penalty: 2795.259521
	Iteration 6Q: 3 clusters Score -686360.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -686498.500000 Penalty: 2795.259521
	Iteration 7Q: 3 clusters Score -686498.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -686636.000000 Penalty: 2795.259521
	Iteration 8Q: 3 clusters Score -686636 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -686760.875000 Penalty: 2795.259521
	Iteration 9Q: 3 clusters Score -686760.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -686856.625000 Penalty: 2795.259521
	Iteration 10Q: 3 clusters Score -686856.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -686941.000000 Penalty: 2795.259521
	Iteration 11Q: 3 clusters Score -686941 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -687028.500000 Penalty: 2795.259521
	Iteration 12Q: 3 clusters Score -687028.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -687106.625000 Penalty: 2795.259521
	Iteration 13Q: 3 clusters Score -687106.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -687162.875000 Penalty: 2795.259521
	Iteration 14Q: 3 clusters Score -687162.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -687213.125000 Penalty: 2795.259521
	Iteration 15Q: 3 clusters Score -687213.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -687251.500000 Penalty: 2795.259521
	Iteration 16Q: 3 clusters Score -687251.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -687280.562500 Penalty: 2795.259521
	Iteration 17Q: 3 clusters Score -687280.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -687298.250000 Penalty: 2795.259521
	Iteration 18Q: 3 clusters Score -687298.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -687310.312500 Penalty: 2795.259521
	Iteration 19Q: 3 clusters Score -687310.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -687319.312500 Penalty: 2795.259521
	Iteration 20F: 3 clusters Score -687319.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -687325.500000 Penalty: 2795.259521
	Iteration 21Q: 3 clusters Score -687325.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -687327.312500 Penalty: 2795.259521
	Iteration 22Q: 3 clusters Score -687327.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -687328.937500 Penalty: 2795.259521
	Iteration 23Q: 3 clusters Score -687328.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -687333.062500 Penalty: 2795.259521
	Iteration 24Q: 3 clusters Score -687333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -687335.937500 Penalty: 2795.259521
	Iteration 25Q: 3 clusters Score -687335.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -687335.750000 Penalty: 2795.259521
	Iteration 26Q: 3 clusters Score -687335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -687338.000000 Penalty: 2795.259521
	Iteration 27Q: 3 clusters Score -687338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -687338.000000 Penalty: 2795.259521
	Iteration 28F: 3 clusters Score -687338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Entering Unmasked Estep 
Score: -1211092.375000 Penalty: 1495.604248
	Iteration 0F: 2 clusters Score -1211092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1203997.000000 Penalty: 2991.208496
	Iteration 0F: 3 clusters Score -1203997 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1206281.875000 Penalty: 2991.208496
	Iteration 1F: 3 clusters Score -1206282 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1206538.000000 Penalty: 2991.208496
	Iteration 2F: 3 clusters Score -1206538 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1206761.000000 Penalty: 2991.208496
	Iteration 3Q: 3 clusters Score -1206761 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1206968.750000 Penalty: 2991.208496
	Iteration 4Q: 3 clusters Score -1206969 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1207185.750000 Penalty: 2991.208496
	Iteration 5Q: 3 clusters Score -1207186 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1207428.125000 Penalty: 2991.208496
	Iteration 6Q: 3 clusters Score -1207428 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1207677.000000 Penalty: 2991.208496
	Iteration 7Q: 3 clusters Score -1207677 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1207945.750000 Penalty: 2991.208496
	Iteration 8Q: 3 clusters Score -1207946 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1208271.250000 Penalty: 2991.208496
	Iteration 9F: 3 clusters Score -1208271 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1208619.750000 Penalty: 2991.208496
	Iteration 10F: 3 clusters Score -1208620 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1209011.500000 Penalty: 2991.208496
	Iteration 11F: 3 clusters Score -1209012 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1209357.625000 Penalty: 2991.208496
	Iteration 12Q: 3 clusters Score -1209358 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1209646.000000 Penalty: 2991.208496
	Iteration 13Q: 3 clusters Score -1209646 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1209847.875000 Penalty: 2991.208496
	Iteration 14Q: 3 clusters Score -1209848 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1209976.625000 Penalty: 2991.208496
	Iteration 15Q: 3 clusters Score -1209977 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1210077.625000 Penalty: 2991.208496
	Iteration 16Q: 3 clusters Score -1210078 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1210152.000000 Penalty: 2991.208496
	Iteration 17Q: 3 clusters Score -1210152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1210206.125000 Penalty: 2991.208496
	Iteration 18Q: 3 clusters Score -1210206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1210240.125000 Penalty: 2991.208496
	Iteration 19Q: 3 clusters Score -1210240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1210278.250000 Penalty: 2991.208496
	Iteration 20F: 3 clusters Score -1210278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1210316.875000 Penalty: 2991.208496
	Iteration 21Q: 3 clusters Score -1210317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1210360.750000 Penalty: 2991.208496
	Iteration 22Q: 3 clusters Score -1210361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1210402.125000 Penalty: 2991.208496
	Iteration 23Q: 3 clusters Score -1210402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1210437.000000 Penalty: 2991.208496
	Iteration 24Q: 3 clusters Score -1210437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1210464.000000 Penalty: 2991.208496
	Iteration 25Q: 3 clusters Score -1210464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1210481.250000 Penalty: 2991.208496
	Iteration 26Q: 3 clusters Score -1210481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1210500.500000 Penalty: 2991.208496
	Iteration 27Q: 3 clusters Score -1210500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1210509.875000 Penalty: 2991.208496
	Iteration 28Q: 3 clusters Score -1210510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1210519.125000 Penalty: 2991.208496
	Iteration 29Q: 3 clusters Score -1210519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1210525.625000 Penalty: 2991.208496
	Iteration 30Q: 3 clusters Score -1210526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1210526.500000 Penalty: 2991.208496
	Iteration 31Q: 3 clusters Score -1210526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1210526.500000 Penalty: 2991.208496
	Iteration 32F: 3 clusters Score -1210526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (132665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132665 members 
Entering Unmasked Estep 
Score: -16965208.000000 Penalty: 1916.782227
	Iteration 0F: 2 clusters Score -1.696521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -16884066.000000 Penalty: 3833.564453
	Iteration 0F: 3 clusters Score -1.688407e+07 nChanged 63621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -16921498.000000 Penalty: 3833.564453
	Iteration 1F: 3 clusters Score -1.69215e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 77984 members 
Entering Unmasked Estep 
Score: -16923456.000000 Penalty: 3833.564453
	Iteration 2Q: 3 clusters Score -1.692346e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -16926596.000000 Penalty: 3833.564453
	Iteration 3F: 3 clusters Score -1.69266e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 91909 members 
Entering Unmasked Estep 
Score: -16931520.000000 Penalty: 3833.564453
	Iteration 4F: 3 clusters Score -1.693152e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 100969 members 
Entering Unmasked Estep 
Score: -16938410.000000 Penalty: 3833.564453
	Iteration 5F: 3 clusters Score -1.693841e+07 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 109707 members 
Entering Unmasked Estep 
Score: -16946650.000000 Penalty: 3833.564453
	Iteration 6F: 3 clusters Score -1.694665e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 116887 members 
Entering Unmasked Estep 
Score: -16955300.000000 Penalty: 3833.564453
	Iteration 7F: 3 clusters Score -1.69553e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 122893 members 
Entering Unmasked Estep 
Score: -16959956.000000 Penalty: 3833.564453
	Iteration 8Q: 3 clusters Score -1.695996e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 127289 members 
Entering Unmasked Estep 
Score: -16962346.000000 Penalty: 3833.564453
	Iteration 9Q: 3 clusters Score -1.696235e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 129960 members 
Entering Unmasked Estep 
Score: -16963040.000000 Penalty: 3833.564453
	Iteration 10Q: 3 clusters Score -1.696304e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 131410 members 
Entering Unmasked Estep 
Score: -16963352.000000 Penalty: 3833.564453
	Iteration 11Q: 3 clusters Score -1.696335e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 132044 members 
Entering Unmasked Estep 
Score: -16963428.000000 Penalty: 3833.564453
	Iteration 12Q: 3 clusters Score -1.696343e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 132273 members 
Entering Unmasked Estep 
Score: -16963460.000000 Penalty: 3833.564453
	Iteration 13Q: 3 clusters Score -1.696346e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 132356 members 
Entering Unmasked Estep 
Score: -16963500.000000 Penalty: 3833.564453
	Iteration 14Q: 3 clusters Score -1.69635e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 132400 members 
Entering Unmasked Estep 
Score: -16963520.000000 Penalty: 3833.564453
	Iteration 15Q: 3 clusters Score -1.696352e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 132423 members 
Entering Unmasked Estep 
Score: -16963532.000000 Penalty: 3833.564453
	Iteration 16Q: 3 clusters Score -1.696353e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 132439 members 
Entering Unmasked Estep 
Score: -16963544.000000 Penalty: 3833.564453
	Iteration 17Q: 3 clusters Score -1.696354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 132448 members 
Entering Unmasked Estep 
Score: -16963566.000000 Penalty: 3833.564453
	Iteration 18Q: 3 clusters Score -1.696357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 132457 members 
Entering Unmasked Estep 
Score: -16963582.000000 Penalty: 3833.564453
	Iteration 19Q: 3 clusters Score -1.696358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 132462 members 
Entering Unmasked Estep 
Score: -16963602.000000 Penalty: 3833.564453
	Iteration 20F: 3 clusters Score -1.69636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 132466 members 
Entering Unmasked Estep 
Score: -16963608.000000 Penalty: 3833.564453
	Iteration 21Q: 3 clusters Score -1.696361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 132471 members 
Entering Unmasked Estep 
Score: -16963632.000000 Penalty: 3833.564453
	Iteration 22Q: 3 clusters Score -1.696363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 132477 members 
Entering Unmasked Estep 
Score: -16963628.000000 Penalty: 3833.564453
	Iteration 23Q: 3 clusters Score -1.696363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 132480 members 
Entering Unmasked Estep 
Score: -16963628.000000 Penalty: 3833.564453
	Iteration 24Q: 3 clusters Score -1.696363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 132483 members 
Entering Unmasked Estep 
Score: -16963626.000000 Penalty: 3833.564453
	Iteration 25Q: 3 clusters Score -1.696363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 132483 members 
Entering Unmasked Estep 
Score: -16963626.000000 Penalty: 3833.564453
	Iteration 26F: 3 clusters Score -1.696363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -458272.187500 Penalty: 1353.608521
	Iteration 0F: 2 clusters Score -458272.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -454828.218750 Penalty: 2707.217041
	Iteration 0F: 3 clusters Score -454828.2 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -455794.406250 Penalty: 2707.217041
	Iteration 1F: 3 clusters Score -455794.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -456063.031250 Penalty: 2707.217041
	Iteration 2F: 3 clusters Score -456063 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -456312.687500 Penalty: 2707.217041
	Iteration 3F: 3 clusters Score -456312.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -456542.500000 Penalty: 2707.217041
	Iteration 4F: 3 clusters Score -456542.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -456721.562500 Penalty: 2707.217041
	Iteration 5F: 3 clusters Score -456721.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -456863.000000 Penalty: 2707.217041
	Iteration 6Q: 3 clusters Score -456863 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -456971.437500 Penalty: 2707.217041
	Iteration 7Q: 3 clusters Score -456971.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -457040.187500 Penalty: 2707.217041
	Iteration 8Q: 3 clusters Score -457040.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -457079.031250 Penalty: 2707.217041
	Iteration 9Q: 3 clusters Score -457079 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -457115.843750 Penalty: 2707.217041
	Iteration 10Q: 3 clusters Score -457115.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -457150.687500 Penalty: 2707.217041
	Iteration 11Q: 3 clusters Score -457150.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -457173.250000 Penalty: 2707.217041
	Iteration 12Q: 3 clusters Score -457173.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -457199.156250 Penalty: 2707.217041
	Iteration 13Q: 3 clusters Score -457199.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -457217.343750 Penalty: 2707.217041
	Iteration 14Q: 3 clusters Score -457217.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -457237.843750 Penalty: 2707.217041
	Iteration 15Q: 3 clusters Score -457237.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -457255.281250 Penalty: 2707.217041
	Iteration 16Q: 3 clusters Score -457255.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -457279.281250 Penalty: 2707.217041
	Iteration 17Q: 3 clusters Score -457279.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -457303.687500 Penalty: 2707.217041
	Iteration 18Q: 3 clusters Score -457303.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -457326.218750 Penalty: 2707.217041
	Iteration 19Q: 3 clusters Score -457326.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -457348.843750 Penalty: 2707.217041
	Iteration 20F: 3 clusters Score -457348.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -457371.218750 Penalty: 2707.217041
	Iteration 21Q: 3 clusters Score -457371.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -457396.062500 Penalty: 2707.217041
	Iteration 22Q: 3 clusters Score -457396.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -457421.656250 Penalty: 2707.217041
	Iteration 23Q: 3 clusters Score -457421.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -457440.781250 Penalty: 2707.217041
	Iteration 24Q: 3 clusters Score -457440.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -457459.500000 Penalty: 2707.217041
	Iteration 25Q: 3 clusters Score -457459.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -457467.437500 Penalty: 2707.217041
	Iteration 26Q: 3 clusters Score -457467.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -457475.843750 Penalty: 2707.217041
	Iteration 27Q: 3 clusters Score -457475.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -457482.437500 Penalty: 2707.217041
	Iteration 28Q: 3 clusters Score -457482.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -457488.875000 Penalty: 2707.217041
	Iteration 29Q: 3 clusters Score -457488.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -457499.250000 Penalty: 2707.217041
	Iteration 30Q: 3 clusters Score -457499.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -457507.312500 Penalty: 2707.217041
	Iteration 31Q: 3 clusters Score -457507.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -457511.062500 Penalty: 2707.217041
	Iteration 32Q: 3 clusters Score -457511.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -457516.906250 Penalty: 2707.217041
	Iteration 33Q: 3 clusters Score -457516.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -457520.281250 Penalty: 2707.217041
	Iteration 34Q: 3 clusters Score -457520.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -457526.250000 Penalty: 2707.217041
	Iteration 35Q: 3 clusters Score -457526.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -457532.781250 Penalty: 2707.217041
	Iteration 36Q: 3 clusters Score -457532.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -457536.843750 Penalty: 2707.217041
	Iteration 37Q: 3 clusters Score -457536.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -457539.562500 Penalty: 2707.217041
	Iteration 38Q: 3 clusters Score -457539.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -457541.593750 Penalty: 2707.217041
	Iteration 39Q: 3 clusters Score -457541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -457543.156250 Penalty: 2707.217041
	Iteration 40F: 3 clusters Score -457543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -457543.812500 Penalty: 2707.217041
	Iteration 41Q: 3 clusters Score -457543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -457544.687500 Penalty: 2707.217041
	Iteration 42Q: 3 clusters Score -457544.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -457544.687500 Penalty: 2707.217041
	Iteration 43F: 3 clusters Score -457544.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Entering Unmasked Estep 
Score: -848419.062500 Penalty: 1433.003418
	Iteration 0F: 2 clusters Score -848419.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -843379.000000 Penalty: 2866.006836
	Iteration 0F: 3 clusters Score -843379 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -844839.437500 Penalty: 2866.006836
	Iteration 1F: 3 clusters Score -844839.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -845027.187500 Penalty: 2866.006836
	Iteration 2F: 3 clusters Score -845027.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -845161.375000 Penalty: 2866.006836
	Iteration 3Q: 3 clusters Score -845161.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -845304.812500 Penalty: 2866.006836
	Iteration 4Q: 3 clusters Score -845304.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -845444.375000 Penalty: 2866.006836
	Iteration 5Q: 3 clusters Score -845444.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -845534.500000 Penalty: 2866.006836
	Iteration 6Q: 3 clusters Score -845534.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -845619.500000 Penalty: 2866.006836
	Iteration 7Q: 3 clusters Score -845619.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -845696.187500 Penalty: 2866.006836
	Iteration 8Q: 3 clusters Score -845696.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -845772.375000 Penalty: 2866.006836
	Iteration 9Q: 3 clusters Score -845772.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -845852.750000 Penalty: 2866.006836
	Iteration 10Q: 3 clusters Score -845852.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -845933.375000 Penalty: 2866.006836
	Iteration 11Q: 3 clusters Score -845933.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -846008.687500 Penalty: 2866.006836
	Iteration 12Q: 3 clusters Score -846008.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -846076.687500 Penalty: 2866.006836
	Iteration 13Q: 3 clusters Score -846076.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -846132.875000 Penalty: 2866.006836
	Iteration 14Q: 3 clusters Score -846132.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -846183.687500 Penalty: 2866.006836
	Iteration 15Q: 3 clusters Score -846183.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -846240.000000 Penalty: 2866.006836
	Iteration 16Q: 3 clusters Score -846240 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -846310.250000 Penalty: 2866.006836
	Iteration 17Q: 3 clusters Score -846310.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -846382.625000 Penalty: 2866.006836
	Iteration 18Q: 3 clusters Score -846382.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -846458.875000 Penalty: 2866.006836
	Iteration 19Q: 3 clusters Score -846458.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -846531.500000 Penalty: 2866.006836
	Iteration 20F: 3 clusters Score -846531.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -846591.375000 Penalty: 2866.006836
	Iteration 21Q: 3 clusters Score -846591.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -846655.875000 Penalty: 2866.006836
	Iteration 22Q: 3 clusters Score -846655.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -846710.875000 Penalty: 2866.006836
	Iteration 23Q: 3 clusters Score -846710.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -846759.750000 Penalty: 2866.006836
	Iteration 24Q: 3 clusters Score -846759.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -846805.312500 Penalty: 2866.006836
	Iteration 25Q: 3 clusters Score -846805.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -846849.750000 Penalty: 2866.006836
	Iteration 26Q: 3 clusters Score -846849.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -846899.500000 Penalty: 2866.006836
	Iteration 27Q: 3 clusters Score -846899.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -846945.937500 Penalty: 2866.006836
	Iteration 28Q: 3 clusters Score -846945.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -846983.750000 Penalty: 2866.006836
	Iteration 29Q: 3 clusters Score -846983.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -847021.812500 Penalty: 2866.006836
	Iteration 30Q: 3 clusters Score -847021.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -847048.187500 Penalty: 2866.006836
	Iteration 31Q: 3 clusters Score -847048.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -847072.437500 Penalty: 2866.006836
	Iteration 32Q: 3 clusters Score -847072.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -847108.875000 Penalty: 2866.006836
	Iteration 33Q: 3 clusters Score -847108.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -847134.812500 Penalty: 2866.006836
	Iteration 34Q: 3 clusters Score -847134.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -847159.312500 Penalty: 2866.006836
	Iteration 35Q: 3 clusters Score -847159.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -847193.250000 Penalty: 2866.006836
	Iteration 36Q: 3 clusters Score -847193.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -847225.312500 Penalty: 2866.006836
	Iteration 37Q: 3 clusters Score -847225.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -847251.125000 Penalty: 2866.006836
	Iteration 38Q: 3 clusters Score -847251.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -847269.875000 Penalty: 2866.006836
	Iteration 39Q: 3 clusters Score -847269.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -847292.937500 Penalty: 2866.006836
	Iteration 40F: 3 clusters Score -847292.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -847322.250000 Penalty: 2866.006836
	Iteration 41Q: 3 clusters Score -847322.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -847350.187500 Penalty: 2866.006836
	Iteration 42Q: 3 clusters Score -847350.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -847372.437500 Penalty: 2866.006836
	Iteration 43Q: 3 clusters Score -847372.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -847399.562500 Penalty: 2866.006836
	Iteration 44Q: 3 clusters Score -847399.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -847423.687500 Penalty: 2866.006836
	Iteration 45Q: 3 clusters Score -847423.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -847449.687500 Penalty: 2866.006836
	Iteration 46Q: 3 clusters Score -847449.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -847470.625000 Penalty: 2866.006836
	Iteration 47Q: 3 clusters Score -847470.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -847493.125000 Penalty: 2866.006836
	Iteration 48Q: 3 clusters Score -847493.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -847511.875000 Penalty: 2866.006836
	Iteration 49Q: 3 clusters Score -847511.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -847528.062500 Penalty: 2866.006836
	Iteration 50Q: 3 clusters Score -847528.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -847542.312500 Penalty: 2866.006836
	Iteration 51Q: 3 clusters Score -847542.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -847550.125000 Penalty: 2866.006836
	Iteration 52Q: 3 clusters Score -847550.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -847559.375000 Penalty: 2866.006836
	Iteration 53Q: 3 clusters Score -847559.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -847566.812500 Penalty: 2866.006836
	Iteration 54Q: 3 clusters Score -847566.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -847574.562500 Penalty: 2866.006836
	Iteration 55Q: 3 clusters Score -847574.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -847582.187500 Penalty: 2866.006836
	Iteration 56Q: 3 clusters Score -847582.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -847588.562500 Penalty: 2866.006836
	Iteration 57Q: 3 clusters Score -847588.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -847598.250000 Penalty: 2866.006836
	Iteration 58Q: 3 clusters Score -847598.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -847603.562500 Penalty: 2866.006836
	Iteration 59Q: 3 clusters Score -847603.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -847609.000000 Penalty: 2866.006836
	Iteration 60F: 3 clusters Score -847609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -847615.875000 Penalty: 2866.006836
	Iteration 61Q: 3 clusters Score -847615.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -847622.250000 Penalty: 2866.006836
	Iteration 62Q: 3 clusters Score -847622.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -847628.812500 Penalty: 2866.006836
	Iteration 63Q: 3 clusters Score -847628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -847632.437500 Penalty: 2866.006836
	Iteration 64Q: 3 clusters Score -847632.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -847634.062500 Penalty: 2866.006836
	Iteration 65Q: 3 clusters Score -847634.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -847634.437500 Penalty: 2866.006836
	Iteration 66Q: 3 clusters Score -847634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -847635.312500 Penalty: 2866.006836
	Iteration 67Q: 3 clusters Score -847635.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -847636.000000 Penalty: 2866.006836
	Iteration 68Q: 3 clusters Score -847636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -847635.562500 Penalty: 2866.006836
	Iteration 69Q: 3 clusters Score -847635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -847635.875000 Penalty: 2866.006836
	Iteration 70Q: 3 clusters Score -847635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -847637.125000 Penalty: 2866.006836
	Iteration 71Q: 3 clusters Score -847637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -847637.125000 Penalty: 2866.006836
	Iteration 72F: 3 clusters Score -847637.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Entering Unmasked Estep 
Score: -916117.625000 Penalty: 1444.714111
	Iteration 0F: 2 clusters Score -916117.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -910782.812500 Penalty: 2889.428223
	Iteration 0F: 3 clusters Score -910782.8 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -912585.750000 Penalty: 2889.428223
	Iteration 1F: 3 clusters Score -912585.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -912958.437500 Penalty: 2889.428223
	Iteration 2F: 3 clusters Score -912958.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -913333.687500 Penalty: 2889.428223
	Iteration 3F: 3 clusters Score -913333.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -913740.687500 Penalty: 2889.428223
	Iteration 4F: 3 clusters Score -913740.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -914101.562500 Penalty: 2889.428223
	Iteration 5F: 3 clusters Score -914101.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -914393.062500 Penalty: 2889.428223
	Iteration 6F: 3 clusters Score -914393.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -914616.312500 Penalty: 2889.428223
	Iteration 7F: 3 clusters Score -914616.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -914758.625000 Penalty: 2889.428223
	Iteration 8Q: 3 clusters Score -914758.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -914845.562500 Penalty: 2889.428223
	Iteration 9Q: 3 clusters Score -914845.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -914913.312500 Penalty: 2889.428223
	Iteration 10Q: 3 clusters Score -914913.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -914965.812500 Penalty: 2889.428223
	Iteration 11Q: 3 clusters Score -914965.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -915016.375000 Penalty: 2889.428223
	Iteration 12Q: 3 clusters Score -915016.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -915067.687500 Penalty: 2889.428223
	Iteration 13Q: 3 clusters Score -915067.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -915110.062500 Penalty: 2889.428223
	Iteration 14Q: 3 clusters Score -915110.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -915147.500000 Penalty: 2889.428223
	Iteration 15Q: 3 clusters Score -915147.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -915183.312500 Penalty: 2889.428223
	Iteration 16Q: 3 clusters Score -915183.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -915214.062500 Penalty: 2889.428223
	Iteration 17Q: 3 clusters Score -915214.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -915240.562500 Penalty: 2889.428223
	Iteration 18Q: 3 clusters Score -915240.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -915266.125000 Penalty: 2889.428223
	Iteration 19Q: 3 clusters Score -915266.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -915288.500000 Penalty: 2889.428223
	Iteration 20F: 3 clusters Score -915288.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -915304.312500 Penalty: 2889.428223
	Iteration 21Q: 3 clusters Score -915304.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -915318.437500 Penalty: 2889.428223
	Iteration 22Q: 3 clusters Score -915318.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -915330.187500 Penalty: 2889.428223
	Iteration 23Q: 3 clusters Score -915330.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -915344.750000 Penalty: 2889.428223
	Iteration 24Q: 3 clusters Score -915344.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -915357.562500 Penalty: 2889.428223
	Iteration 25Q: 3 clusters Score -915357.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -915369.375000 Penalty: 2889.428223
	Iteration 26Q: 3 clusters Score -915369.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -915380.187500 Penalty: 2889.428223
	Iteration 27Q: 3 clusters Score -915380.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -915391.187500 Penalty: 2889.428223
	Iteration 28Q: 3 clusters Score -915391.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -915401.875000 Penalty: 2889.428223
	Iteration 29Q: 3 clusters Score -915401.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -915413.812500 Penalty: 2889.428223
	Iteration 30Q: 3 clusters Score -915413.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -915427.000000 Penalty: 2889.428223
	Iteration 31Q: 3 clusters Score -915427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -915437.937500 Penalty: 2889.428223
	Iteration 32Q: 3 clusters Score -915437.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -915444.312500 Penalty: 2889.428223
	Iteration 33Q: 3 clusters Score -915444.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -915452.937500 Penalty: 2889.428223
	Iteration 34Q: 3 clusters Score -915452.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -915465.625000 Penalty: 2889.428223
	Iteration 35Q: 3 clusters Score -915465.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -915479.875000 Penalty: 2889.428223
	Iteration 36Q: 3 clusters Score -915479.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -915487.812500 Penalty: 2889.428223
	Iteration 37Q: 3 clusters Score -915487.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -915495.500000 Penalty: 2889.428223
	Iteration 38Q: 3 clusters Score -915495.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -915502.000000 Penalty: 2889.428223
	Iteration 39Q: 3 clusters Score -915502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -915510.062500 Penalty: 2889.428223
	Iteration 40F: 3 clusters Score -915510.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -915519.000000 Penalty: 2889.428223
	Iteration 41Q: 3 clusters Score -915519 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -915532.125000 Penalty: 2889.428223
	Iteration 42Q: 3 clusters Score -915532.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -915542.187500 Penalty: 2889.428223
	Iteration 43Q: 3 clusters Score -915542.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -915549.875000 Penalty: 2889.428223
	Iteration 44Q: 3 clusters Score -915549.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -915558.250000 Penalty: 2889.428223
	Iteration 45Q: 3 clusters Score -915558.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -915565.187500 Penalty: 2889.428223
	Iteration 46Q: 3 clusters Score -915565.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -915568.187500 Penalty: 2889.428223
	Iteration 47Q: 3 clusters Score -915568.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -915571.812500 Penalty: 2889.428223
	Iteration 48Q: 3 clusters Score -915571.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -915576.812500 Penalty: 2889.428223
	Iteration 49Q: 3 clusters Score -915576.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -915585.187500 Penalty: 2889.428223
	Iteration 50Q: 3 clusters Score -915585.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -915589.812500 Penalty: 2889.428223
	Iteration 51Q: 3 clusters Score -915589.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -915590.875000 Penalty: 2889.428223
	Iteration 52Q: 3 clusters Score -915590.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -915591.187500 Penalty: 2889.428223
	Iteration 53Q: 3 clusters Score -915591.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -915595.750000 Penalty: 2889.428223
	Iteration 54Q: 3 clusters Score -915595.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -915597.500000 Penalty: 2889.428223
	Iteration 55Q: 3 clusters Score -915597.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -915598.750000 Penalty: 2889.428223
	Iteration 56Q: 3 clusters Score -915598.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -915600.375000 Penalty: 2889.428223
	Iteration 57Q: 3 clusters Score -915600.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -915602.125000 Penalty: 2889.428223
	Iteration 58Q: 3 clusters Score -915602.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -915605.937500 Penalty: 2889.428223
	Iteration 59Q: 3 clusters Score -915605.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -915607.812500 Penalty: 2889.428223
	Iteration 60F: 3 clusters Score -915607.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -915610.062500 Penalty: 2889.428223
	Iteration 61Q: 3 clusters Score -915610.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -915610.125000 Penalty: 2889.428223
	Iteration 62Q: 3 clusters Score -915610.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -915609.250000 Penalty: 2889.428223
	Iteration 63Q: 3 clusters Score -915609.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -915607.937500 Penalty: 2889.428223
	Iteration 64Q: 3 clusters Score -915607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -915607.312500 Penalty: 2889.428223
	Iteration 65Q: 3 clusters Score -915607.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -915607.312500 Penalty: 2889.428223
	Iteration 66F: 3 clusters Score -915607.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (89073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Entering Unmasked Estep 
Score: -10568481.000000 Penalty: 1852.046753
	Iteration 0F: 2 clusters Score -1.056848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -10508718.000000 Penalty: 3704.093506
	Iteration 0F: 3 clusters Score -1.050872e+07 nChanged 42572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -10534556.000000 Penalty: 3704.093506
	Iteration 1F: 3 clusters Score -1.053456e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -10536427.000000 Penalty: 3704.093506
	Iteration 2Q: 3 clusters Score -1.053643e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -10538900.000000 Penalty: 3704.093506
	Iteration 3F: 3 clusters Score -1.05389e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -10542191.000000 Penalty: 3704.093506
	Iteration 4F: 3 clusters Score -1.054219e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -10545797.000000 Penalty: 3704.093506
	Iteration 5F: 3 clusters Score -1.05458e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -10549090.000000 Penalty: 3704.093506
	Iteration 6F: 3 clusters Score -1.054909e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -10552092.000000 Penalty: 3704.093506
	Iteration 7F: 3 clusters Score -1.055209e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -10554538.000000 Penalty: 3704.093506
	Iteration 8Q: 3 clusters Score -1.055454e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -10556249.000000 Penalty: 3704.093506
	Iteration 9Q: 3 clusters Score -1.055625e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -10557335.000000 Penalty: 3704.093506
	Iteration 10Q: 3 clusters Score -1.055734e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -10557896.000000 Penalty: 3704.093506
	Iteration 11Q: 3 clusters Score -1.05579e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -10558207.000000 Penalty: 3704.093506
	Iteration 12Q: 3 clusters Score -1.055821e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -10558327.000000 Penalty: 3704.093506
	Iteration 13Q: 3 clusters Score -1.055833e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -10558511.000000 Penalty: 3704.093506
	Iteration 14Q: 3 clusters Score -1.055851e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -10558689.000000 Penalty: 3704.093506
	Iteration 15Q: 3 clusters Score -1.055869e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -10558780.000000 Penalty: 3704.093506
	Iteration 16Q: 3 clusters Score -1.055878e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -10558922.000000 Penalty: 3704.093506
	Iteration 17Q: 3 clusters Score -1.055892e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -10559035.000000 Penalty: 3704.093506
	Iteration 18Q: 3 clusters Score -1.055904e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -10559190.000000 Penalty: 3704.093506
	Iteration 19Q: 3 clusters Score -1.055919e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -10559329.000000 Penalty: 3704.093506
	Iteration 20F: 3 clusters Score -1.055933e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -10559493.000000 Penalty: 3704.093506
	Iteration 21Q: 3 clusters Score -1.055949e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -10559629.000000 Penalty: 3704.093506
	Iteration 22Q: 3 clusters Score -1.055963e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -10559708.000000 Penalty: 3704.093506
	Iteration 23Q: 3 clusters Score -1.055971e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -10559806.000000 Penalty: 3704.093506
	Iteration 24Q: 3 clusters Score -1.055981e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -10559952.000000 Penalty: 3704.093506
	Iteration 25Q: 3 clusters Score -1.055995e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -10560063.000000 Penalty: 3704.093506
	Iteration 26Q: 3 clusters Score -1.056006e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -10560196.000000 Penalty: 3704.093506
	Iteration 27Q: 3 clusters Score -1.05602e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -10560253.000000 Penalty: 3704.093506
	Iteration 28Q: 3 clusters Score -1.056025e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -10560358.000000 Penalty: 3704.093506
	Iteration 29Q: 3 clusters Score -1.056036e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -10560462.000000 Penalty: 3704.093506
	Iteration 30Q: 3 clusters Score -1.056046e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -10560524.000000 Penalty: 3704.093506
	Iteration 31Q: 3 clusters Score -1.056052e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 53788 members 
Entering Unmasked Estep 
Score: -10560561.000000 Penalty: 3704.093506
	Iteration 32Q: 3 clusters Score -1.056056e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -10560594.000000 Penalty: 3704.093506
	Iteration 33Q: 3 clusters Score -1.056059e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -10560585.000000 Penalty: 3704.093506
	Iteration 34Q: 3 clusters Score -1.056058e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -10560650.000000 Penalty: 3704.093506
	Iteration 35Q: 3 clusters Score -1.056065e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -10560687.000000 Penalty: 3704.093506
	Iteration 36Q: 3 clusters Score -1.056069e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -10560696.000000 Penalty: 3704.093506
	Iteration 37Q: 3 clusters Score -1.05607e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -10560696.000000 Penalty: 3704.093506
	Iteration 38Q: 3 clusters Score -1.05607e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -10560759.000000 Penalty: 3704.093506
	Iteration 39Q: 3 clusters Score -1.056076e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -10560787.000000 Penalty: 3704.093506
	Iteration 40F: 3 clusters Score -1.056079e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -10560792.000000 Penalty: 3704.093506
	Iteration 41Q: 3 clusters Score -1.056079e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -10560820.000000 Penalty: 3704.093506
	Iteration 42Q: 3 clusters Score -1.056082e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 55197 members 
Entering Unmasked Estep 
Score: -10560834.000000 Penalty: 3704.093506
	Iteration 43Q: 3 clusters Score -1.056083e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -10560832.000000 Penalty: 3704.093506
	Iteration 44Q: 3 clusters Score -1.056083e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -10560808.000000 Penalty: 3704.093506
	Iteration 45Q: 3 clusters Score -1.056081e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -10560829.000000 Penalty: 3704.093506
	Iteration 46Q: 3 clusters Score -1.056083e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -10560825.000000 Penalty: 3704.093506
	Iteration 47Q: 3 clusters Score -1.056082e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -10560817.000000 Penalty: 3704.093506
	Iteration 48Q: 3 clusters Score -1.056082e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -10560838.000000 Penalty: 3704.093506
	Iteration 49Q: 3 clusters Score -1.056084e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -10560831.000000 Penalty: 3704.093506
	Iteration 50Q: 3 clusters Score -1.056083e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -10560836.000000 Penalty: 3704.093506
	Iteration 51Q: 3 clusters Score -1.056084e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -10560845.000000 Penalty: 3704.093506
	Iteration 52Q: 3 clusters Score -1.056084e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -10560850.000000 Penalty: 3704.093506
	Iteration 53Q: 3 clusters Score -1.056085e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -10560866.000000 Penalty: 3704.093506
	Iteration 54Q: 3 clusters Score -1.056087e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -10560867.000000 Penalty: 3704.093506
	Iteration 55Q: 3 clusters Score -1.056087e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -10560865.000000 Penalty: 3704.093506
	Iteration 56Q: 3 clusters Score -1.056086e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -10560857.000000 Penalty: 3704.093506
	Iteration 57Q: 3 clusters Score -1.056086e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -10560855.000000 Penalty: 3704.093506
	Iteration 58Q: 3 clusters Score -1.056086e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -10560864.000000 Penalty: 3704.093506
	Iteration 59Q: 3 clusters Score -1.056086e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -10560874.000000 Penalty: 3704.093506
	Iteration 60F: 3 clusters Score -1.056087e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -10560864.000000 Penalty: 3704.093506
	Iteration 61Q: 3 clusters Score -1.056086e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -10560867.000000 Penalty: 3704.093506
	Iteration 62Q: 3 clusters Score -1.056087e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -10560870.000000 Penalty: 3704.093506
	Iteration 63Q: 3 clusters Score -1.056087e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 56545 members 
Entering Unmasked Estep 
Score: -10560856.000000 Penalty: 3704.093506
	Iteration 64Q: 3 clusters Score -1.056086e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -10560870.000000 Penalty: 3704.093506
	Iteration 65Q: 3 clusters Score -1.056087e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -10560873.000000 Penalty: 3704.093506
	Iteration 66Q: 3 clusters Score -1.056087e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 56777 members 
Entering Unmasked Estep 
Score: -10560888.000000 Penalty: 3704.093506
	Iteration 67Q: 3 clusters Score -1.056089e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -10560877.000000 Penalty: 3704.093506
	Iteration 68Q: 3 clusters Score -1.056088e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -10560869.000000 Penalty: 3704.093506
	Iteration 69Q: 3 clusters Score -1.056087e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -10560868.000000 Penalty: 3704.093506
	Iteration 70Q: 3 clusters Score -1.056087e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 57134 members 
Entering Unmasked Estep 
Score: -10560872.000000 Penalty: 3704.093506
	Iteration 71Q: 3 clusters Score -1.056087e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -10560875.000000 Penalty: 3704.093506
	Iteration 72Q: 3 clusters Score -1.056088e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -10560855.000000 Penalty: 3704.093506
	Iteration 73Q: 3 clusters Score -1.056086e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
Score: -10560856.000000 Penalty: 3704.093506
	Iteration 74Q: 3 clusters Score -1.056086e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -10560865.000000 Penalty: 3704.093506
	Iteration 75Q: 3 clusters Score -1.056086e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -10560884.000000 Penalty: 3704.093506
	Iteration 76Q: 3 clusters Score -1.056088e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -10560888.000000 Penalty: 3704.093506
	Iteration 77Q: 3 clusters Score -1.056089e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -10560889.000000 Penalty: 3704.093506
	Iteration 78Q: 3 clusters Score -1.056089e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -10560895.000000 Penalty: 3704.093506
	Iteration 79Q: 3 clusters Score -1.05609e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -10560871.000000 Penalty: 3704.093506
	Iteration 80F: 3 clusters Score -1.056087e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -10560858.000000 Penalty: 3704.093506
	Iteration 81Q: 3 clusters Score -1.056086e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -10560848.000000 Penalty: 3704.093506
	Iteration 82Q: 3 clusters Score -1.056085e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -10560863.000000 Penalty: 3704.093506
	Iteration 83Q: 3 clusters Score -1.056086e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -10560879.000000 Penalty: 3704.093506
	Iteration 84Q: 3 clusters Score -1.056088e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -10560863.000000 Penalty: 3704.093506
	Iteration 85Q: 3 clusters Score -1.056086e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -10560860.000000 Penalty: 3704.093506
	Iteration 86Q: 3 clusters Score -1.056086e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -10560865.000000 Penalty: 3704.093506
	Iteration 87Q: 3 clusters Score -1.056086e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -10560900.000000 Penalty: 3704.093506
	Iteration 88Q: 3 clusters Score -1.05609e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -10560899.000000 Penalty: 3704.093506
	Iteration 89Q: 3 clusters Score -1.05609e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -10560931.000000 Penalty: 3704.093506
	Iteration 90Q: 3 clusters Score -1.056093e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -10560917.000000 Penalty: 3704.093506
	Iteration 91Q: 3 clusters Score -1.056092e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 59097 members 
Entering Unmasked Estep 
Score: -10560936.000000 Penalty: 3704.093506
	Iteration 92Q: 3 clusters Score -1.056094e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 59163 members 
Entering Unmasked Estep 
Score: -10560943.000000 Penalty: 3704.093506
	Iteration 93Q: 3 clusters Score -1.056094e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -10560940.000000 Penalty: 3704.093506
	Iteration 94Q: 3 clusters Score -1.056094e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -10560929.000000 Penalty: 3704.093506
	Iteration 95Q: 3 clusters Score -1.056093e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -10560946.000000 Penalty: 3704.093506
	Iteration 96Q: 3 clusters Score -1.056095e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -10560959.000000 Penalty: 3704.093506
	Iteration 97Q: 3 clusters Score -1.056096e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 59609 members 
Entering Unmasked Estep 
Score: -10560954.000000 Penalty: 3704.093506
	Iteration 98Q: 3 clusters Score -1.056095e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -10560959.000000 Penalty: 3704.093506
	Iteration 99Q: 3 clusters Score -1.056096e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
Score: -10560945.000000 Penalty: 3704.093506
	Iteration 100F: 3 clusters Score -1.056094e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -10560933.000000 Penalty: 3704.093506
	Iteration 101Q: 3 clusters Score -1.056093e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -10560908.000000 Penalty: 3704.093506
	Iteration 102Q: 3 clusters Score -1.056091e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -10560915.000000 Penalty: 3704.093506
	Iteration 103Q: 3 clusters Score -1.056092e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -10560927.000000 Penalty: 3704.093506
	Iteration 104Q: 3 clusters Score -1.056093e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -10560922.000000 Penalty: 3704.093506
	Iteration 105Q: 3 clusters Score -1.056092e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -10560964.000000 Penalty: 3704.093506
	Iteration 106Q: 3 clusters Score -1.056096e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -10560954.000000 Penalty: 3704.093506
	Iteration 107Q: 3 clusters Score -1.056095e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -10560943.000000 Penalty: 3704.093506
	Iteration 108Q: 3 clusters Score -1.056094e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -10560938.000000 Penalty: 3704.093506
	Iteration 109Q: 3 clusters Score -1.056094e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -10560956.000000 Penalty: 3704.093506
	Iteration 110Q: 3 clusters Score -1.056096e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -10560951.000000 Penalty: 3704.093506
	Iteration 111Q: 3 clusters Score -1.056095e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 61162 members 
Entering Unmasked Estep 
Score: -10560968.000000 Penalty: 3704.093506
	Iteration 112Q: 3 clusters Score -1.056097e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -10560960.000000 Penalty: 3704.093506
	Iteration 113Q: 3 clusters Score -1.056096e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
Score: -10560951.000000 Penalty: 3704.093506
	Iteration 114Q: 3 clusters Score -1.056095e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -10560946.000000 Penalty: 3704.093506
	Iteration 115Q: 3 clusters Score -1.056095e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -10560995.000000 Penalty: 3704.093506
	Iteration 116Q: 3 clusters Score -1.0561e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -10561006.000000 Penalty: 3704.093506
	Iteration 117Q: 3 clusters Score -1.056101e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -10561028.000000 Penalty: 3704.093506
	Iteration 118Q: 3 clusters Score -1.056103e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 62483 members 
Entering Unmasked Estep 
Score: -10561077.000000 Penalty: 3704.093506
	Iteration 119Q: 3 clusters Score -1.056108e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -10561106.000000 Penalty: 3704.093506
	Iteration 120F: 3 clusters Score -1.056111e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -10561136.000000 Penalty: 3704.093506
	Iteration 121Q: 3 clusters Score -1.056114e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -10561149.000000 Penalty: 3704.093506
	Iteration 122Q: 3 clusters Score -1.056115e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -10561175.000000 Penalty: 3704.093506
	Iteration 123Q: 3 clusters Score -1.056118e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -10561180.000000 Penalty: 3704.093506
	Iteration 124Q: 3 clusters Score -1.056118e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -10561212.000000 Penalty: 3704.093506
	Iteration 125Q: 3 clusters Score -1.056121e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -10561226.000000 Penalty: 3704.093506
	Iteration 126Q: 3 clusters Score -1.056123e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -10561223.000000 Penalty: 3704.093506
	Iteration 127Q: 3 clusters Score -1.056122e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -10561246.000000 Penalty: 3704.093506
	Iteration 128Q: 3 clusters Score -1.056125e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -10561279.000000 Penalty: 3704.093506
	Iteration 129Q: 3 clusters Score -1.056128e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -10561290.000000 Penalty: 3704.093506
	Iteration 130Q: 3 clusters Score -1.056129e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 65011 members 
Entering Unmasked Estep 
Score: -10561320.000000 Penalty: 3704.093506
	Iteration 131Q: 3 clusters Score -1.056132e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 65268 members 
Entering Unmasked Estep 
Score: -10561331.000000 Penalty: 3704.093506
	Iteration 132Q: 3 clusters Score -1.056133e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 65530 members 
Entering Unmasked Estep 
Score: -10561329.000000 Penalty: 3704.093506
	Iteration 133Q: 3 clusters Score -1.056133e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -10561344.000000 Penalty: 3704.093506
	Iteration 134Q: 3 clusters Score -1.056134e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -10561355.000000 Penalty: 3704.093506
	Iteration 135Q: 3 clusters Score -1.056136e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 66332 members 
Entering Unmasked Estep 
Score: -10561410.000000 Penalty: 3704.093506
	Iteration 136Q: 3 clusters Score -1.056141e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -10561417.000000 Penalty: 3704.093506
	Iteration 137Q: 3 clusters Score -1.056142e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -10561449.000000 Penalty: 3704.093506
	Iteration 138Q: 3 clusters Score -1.056145e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 67110 members 
Entering Unmasked Estep 
Score: -10561493.000000 Penalty: 3704.093506
	Iteration 139Q: 3 clusters Score -1.056149e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -10561467.000000 Penalty: 3704.093506
	Iteration 140F: 3 clusters Score -1.056147e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -10561507.000000 Penalty: 3704.093506
	Iteration 141Q: 3 clusters Score -1.056151e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 67948 members 
Entering Unmasked Estep 
Score: -10561491.000000 Penalty: 3704.093506
	Iteration 142Q: 3 clusters Score -1.056149e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -10561539.000000 Penalty: 3704.093506
	Iteration 143Q: 3 clusters Score -1.056154e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -10561546.000000 Penalty: 3704.093506
	Iteration 144Q: 3 clusters Score -1.056155e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -10561628.000000 Penalty: 3704.093506
	Iteration 145Q: 3 clusters Score -1.056163e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -10561665.000000 Penalty: 3704.093506
	Iteration 146Q: 3 clusters Score -1.056166e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 69511 members 
Entering Unmasked Estep 
Score: -10561699.000000 Penalty: 3704.093506
	Iteration 147Q: 3 clusters Score -1.05617e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -10561721.000000 Penalty: 3704.093506
	Iteration 148Q: 3 clusters Score -1.056172e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -10561752.000000 Penalty: 3704.093506
	Iteration 149Q: 3 clusters Score -1.056175e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -10561853.000000 Penalty: 3704.093506
	Iteration 150Q: 3 clusters Score -1.056185e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 71062 members 
Entering Unmasked Estep 
Score: -10561931.000000 Penalty: 3704.093506
	Iteration 151Q: 3 clusters Score -1.056193e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 71534 members 
Entering Unmasked Estep 
Score: -10561985.000000 Penalty: 3704.093506
	Iteration 152Q: 3 clusters Score -1.056198e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -10562112.000000 Penalty: 3704.093506
	Iteration 153Q: 3 clusters Score -1.056211e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 72605 members 
Entering Unmasked Estep 
Score: -10562221.000000 Penalty: 3704.093506
	Iteration 154Q: 3 clusters Score -1.056222e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -10562338.000000 Penalty: 3704.093506
	Iteration 155Q: 3 clusters Score -1.056234e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 73867 members 
Entering Unmasked Estep 
Score: -10562483.000000 Penalty: 3704.093506
	Iteration 156Q: 3 clusters Score -1.056248e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -10562616.000000 Penalty: 3704.093506
	Iteration 157Q: 3 clusters Score -1.056262e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -10562792.000000 Penalty: 3704.093506
	Iteration 158Q: 3 clusters Score -1.056279e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -10562942.000000 Penalty: 3704.093506
	Iteration 159Q: 3 clusters Score -1.056294e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 76597 members 
Entering Unmasked Estep 
Score: -10563142.000000 Penalty: 3704.093506
	Iteration 160F: 3 clusters Score -1.056314e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
Score: -10563391.000000 Penalty: 3704.093506
	Iteration 161Q: 3 clusters Score -1.056339e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -10563649.000000 Penalty: 3704.093506
	Iteration 162Q: 3 clusters Score -1.056365e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 78928 members 
Entering Unmasked Estep 
Score: -10563885.000000 Penalty: 3704.093506
	Iteration 163Q: 3 clusters Score -1.056388e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 79731 members 
Entering Unmasked Estep 
Score: -10564184.000000 Penalty: 3704.093506
	Iteration 164Q: 3 clusters Score -1.056418e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -10564495.000000 Penalty: 3704.093506
	Iteration 165Q: 3 clusters Score -1.05645e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -10564816.000000 Penalty: 3704.093506
	Iteration 166Q: 3 clusters Score -1.056482e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -10565188.000000 Penalty: 3704.093506
	Iteration 167Q: 3 clusters Score -1.056519e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 82872 members 
Entering Unmasked Estep 
Score: -10565551.000000 Penalty: 3704.093506
	Iteration 168Q: 3 clusters Score -1.056555e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 83613 members 
Entering Unmasked Estep 
Score: -10566032.000000 Penalty: 3704.093506
	Iteration 169Q: 3 clusters Score -1.056603e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 84254 members 
Entering Unmasked Estep 
Score: -10566479.000000 Penalty: 3704.093506
	Iteration 170Q: 3 clusters Score -1.056648e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -10566837.000000 Penalty: 3704.093506
	Iteration 171Q: 3 clusters Score -1.056684e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -10567200.000000 Penalty: 3704.093506
	Iteration 172Q: 3 clusters Score -1.05672e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 85647 members 
Entering Unmasked Estep 
Score: -10567443.000000 Penalty: 3704.093506
	Iteration 173Q: 3 clusters Score -1.056744e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 85894 members 
Entering Unmasked Estep 
Score: -10567557.000000 Penalty: 3704.093506
	Iteration 174Q: 3 clusters Score -1.056756e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -10567617.000000 Penalty: 3704.093506
	Iteration 175Q: 3 clusters Score -1.056762e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 86239 members 
Entering Unmasked Estep 
Score: -10567660.000000 Penalty: 3704.093506
	Iteration 176Q: 3 clusters Score -1.056766e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 86359 members 
Entering Unmasked Estep 
Score: -10567716.000000 Penalty: 3704.093506
	Iteration 177Q: 3 clusters Score -1.056772e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -10567735.000000 Penalty: 3704.093506
	Iteration 178Q: 3 clusters Score -1.056774e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -10567757.000000 Penalty: 3704.093506
	Iteration 179Q: 3 clusters Score -1.056776e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
Score: -10567770.000000 Penalty: 3704.093506
	Iteration 180F: 3 clusters Score -1.056777e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 86655 members 
Entering Unmasked Estep 
Score: -10567773.000000 Penalty: 3704.093506
	Iteration 181Q: 3 clusters Score -1.056777e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -10567785.000000 Penalty: 3704.093506
	Iteration 182Q: 3 clusters Score -1.056778e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 86724 members 
Entering Unmasked Estep 
Score: -10567790.000000 Penalty: 3704.093506
	Iteration 183Q: 3 clusters Score -1.056779e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 86755 members 
Entering Unmasked Estep 
Score: -10567791.000000 Penalty: 3704.093506
	Iteration 184Q: 3 clusters Score -1.056779e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
Score: -10567807.000000 Penalty: 3704.093506
	Iteration 185Q: 3 clusters Score -1.056781e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 86790 members 
Entering Unmasked Estep 
Score: -10567809.000000 Penalty: 3704.093506
	Iteration 186Q: 3 clusters Score -1.056781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -10567814.000000 Penalty: 3704.093506
	Iteration 187Q: 3 clusters Score -1.056781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 86818 members 
Entering Unmasked Estep 
Score: -10567807.000000 Penalty: 3704.093506
	Iteration 188Q: 3 clusters Score -1.056781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -10567813.000000 Penalty: 3704.093506
	Iteration 189Q: 3 clusters Score -1.056781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 86839 members 
Entering Unmasked Estep 
Score: -10567819.000000 Penalty: 3704.093506
	Iteration 190Q: 3 clusters Score -1.056782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 86849 members 
Entering Unmasked Estep 
Score: -10567811.000000 Penalty: 3704.093506
	Iteration 191Q: 3 clusters Score -1.056781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 86853 members 
Entering Unmasked Estep 
Score: -10567816.000000 Penalty: 3704.093506
	Iteration 192Q: 3 clusters Score -1.056782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -10567817.000000 Penalty: 3704.093506
	Iteration 193Q: 3 clusters Score -1.056782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 86868 members 
Entering Unmasked Estep 
Score: -10567816.000000 Penalty: 3704.093506
	Iteration 194Q: 3 clusters Score -1.056782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 86873 members 
Entering Unmasked Estep 
Score: -10567824.000000 Penalty: 3704.093506
	Iteration 195Q: 3 clusters Score -1.056782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 86883 members 
Entering Unmasked Estep 
Score: -10567827.000000 Penalty: 3704.093506
	Iteration 196Q: 3 clusters Score -1.056783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 86891 members 
Entering Unmasked Estep 
Score: -10567834.000000 Penalty: 3704.093506
	Iteration 197Q: 3 clusters Score -1.056783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 86898 members 
Entering Unmasked Estep 
Score: -10567839.000000 Penalty: 3704.093506
	Iteration 198Q: 3 clusters Score -1.056784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 86904 members 
Entering Unmasked Estep 
Score: -10567836.000000 Penalty: 3704.093506
	Iteration 199Q: 3 clusters Score -1.056784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 86909 members 
Entering Unmasked Estep 
Score: -10567839.000000 Penalty: 3704.093506
	Iteration 200F: 3 clusters Score -1.056784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -10567830.000000 Penalty: 3704.093506
	Iteration 201Q: 3 clusters Score -1.056783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -10567828.000000 Penalty: 3704.093506
	Iteration 202Q: 3 clusters Score -1.056783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -10567829.000000 Penalty: 3704.093506
	Iteration 203Q: 3 clusters Score -1.056783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 86921 members 
Entering Unmasked Estep 
Score: -10567821.000000 Penalty: 3704.093506
	Iteration 204Q: 3 clusters Score -1.056782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 86924 members 
Entering Unmasked Estep 
Score: -10567827.000000 Penalty: 3704.093506
	Iteration 205Q: 3 clusters Score -1.056783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 86926 members 
Entering Unmasked Estep 
Score: -10567829.000000 Penalty: 3704.093506
	Iteration 206Q: 3 clusters Score -1.056783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 86929 members 
Entering Unmasked Estep 
Score: -10567830.000000 Penalty: 3704.093506
	Iteration 207Q: 3 clusters Score -1.056783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -10567830.000000 Penalty: 3704.093506
	Iteration 208Q: 3 clusters Score -1.056783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -10567824.000000 Penalty: 3704.093506
	Iteration 209Q: 3 clusters Score -1.056782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -10567824.000000 Penalty: 3704.093506
	Iteration 210Q: 3 clusters Score -1.056782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 86934 members 
Entering Unmasked Estep 
Score: -10567825.000000 Penalty: 3704.093506
	Iteration 211Q: 3 clusters Score -1.056782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 86935 members 
Entering Unmasked Estep 
Score: -10567823.000000 Penalty: 3704.093506
	Iteration 212Q: 3 clusters Score -1.056782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 86936 members 
Entering Unmasked Estep 
Score: -10567834.000000 Penalty: 3704.093506
	Iteration 213Q: 3 clusters Score -1.056783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -10567826.000000 Penalty: 3704.093506
	Iteration 214Q: 3 clusters Score -1.056783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -10567826.000000 Penalty: 3704.093506
	Iteration 215F: 3 clusters Score -1.056783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Entering Unmasked Estep 
Score: -530962.812500 Penalty: 1375.331909
	Iteration 0F: 2 clusters Score -530962.8 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 2323 members 
Entering Unmasked Estep 
Score: -527203.125000 Penalty: 2750.663818
	Iteration 0F: 3 clusters Score -527203.1 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -528456.125000 Penalty: 2750.663818
	Iteration 1F: 3 clusters Score -528456.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -528739.937500 Penalty: 2750.663818
	Iteration 2F: 3 clusters Score -528739.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -528935.500000 Penalty: 2750.663818
	Iteration 3F: 3 clusters Score -528935.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -529090.437500 Penalty: 2750.663818
	Iteration 4Q: 3 clusters Score -529090.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -529194.750000 Penalty: 2750.663818
	Iteration 5Q: 3 clusters Score -529194.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -529292.062500 Penalty: 2750.663818
	Iteration 6Q: 3 clusters Score -529292.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -529391.062500 Penalty: 2750.663818
	Iteration 7Q: 3 clusters Score -529391.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -529472.312500 Penalty: 2750.663818
	Iteration 8Q: 3 clusters Score -529472.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -529542.562500 Penalty: 2750.663818
	Iteration 9Q: 3 clusters Score -529542.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -529599.375000 Penalty: 2750.663818
	Iteration 10Q: 3 clusters Score -529599.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -529648.437500 Penalty: 2750.663818
	Iteration 11Q: 3 clusters Score -529648.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -529683.000000 Penalty: 2750.663818
	Iteration 12Q: 3 clusters Score -529683 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -529715.625000 Penalty: 2750.663818
	Iteration 13Q: 3 clusters Score -529715.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -529745.125000 Penalty: 2750.663818
	Iteration 14Q: 3 clusters Score -529745.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -529778.000000 Penalty: 2750.663818
	Iteration 15Q: 3 clusters Score -529778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -529800.812500 Penalty: 2750.663818
	Iteration 16Q: 3 clusters Score -529800.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -529819.937500 Penalty: 2750.663818
	Iteration 17Q: 3 clusters Score -529819.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -529843.125000 Penalty: 2750.663818
	Iteration 18Q: 3 clusters Score -529843.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -529865.187500 Penalty: 2750.663818
	Iteration 19Q: 3 clusters Score -529865.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -529882.000000 Penalty: 2750.663818
	Iteration 20F: 3 clusters Score -529882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -529893.937500 Penalty: 2750.663818
	Iteration 21Q: 3 clusters Score -529893.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -529905.125000 Penalty: 2750.663818
	Iteration 22Q: 3 clusters Score -529905.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -529911.937500 Penalty: 2750.663818
	Iteration 23Q: 3 clusters Score -529911.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -529916.500000 Penalty: 2750.663818
	Iteration 24Q: 3 clusters Score -529916.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -529922.875000 Penalty: 2750.663818
	Iteration 25Q: 3 clusters Score -529922.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -529930.125000 Penalty: 2750.663818
	Iteration 26Q: 3 clusters Score -529930.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -529940.875000 Penalty: 2750.663818
	Iteration 27Q: 3 clusters Score -529940.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -529952.000000 Penalty: 2750.663818
	Iteration 28Q: 3 clusters Score -529952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -529962.687500 Penalty: 2750.663818
	Iteration 29Q: 3 clusters Score -529962.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -529967.437500 Penalty: 2750.663818
	Iteration 30Q: 3 clusters Score -529967.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -529973.437500 Penalty: 2750.663818
	Iteration 31Q: 3 clusters Score -529973.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -529976.750000 Penalty: 2750.663818
	Iteration 32Q: 3 clusters Score -529976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -529979.812500 Penalty: 2750.663818
	Iteration 33Q: 3 clusters Score -529979.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -529986.125000 Penalty: 2750.663818
	Iteration 34Q: 3 clusters Score -529986.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -529990.437500 Penalty: 2750.663818
	Iteration 35Q: 3 clusters Score -529990.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -529996.375000 Penalty: 2750.663818
	Iteration 36Q: 3 clusters Score -529996.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -529999.562500 Penalty: 2750.663818
	Iteration 37Q: 3 clusters Score -529999.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -530002.437500 Penalty: 2750.663818
	Iteration 38Q: 3 clusters Score -530002.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -530005.125000 Penalty: 2750.663818
	Iteration 39Q: 3 clusters Score -530005.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -530008.125000 Penalty: 2750.663818
	Iteration 40F: 3 clusters Score -530008.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -530009.312500 Penalty: 2750.663818
	Iteration 41Q: 3 clusters Score -530009.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -530012.625000 Penalty: 2750.663818
	Iteration 42Q: 3 clusters Score -530012.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -530017.500000 Penalty: 2750.663818
	Iteration 43Q: 3 clusters Score -530017.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -530019.187500 Penalty: 2750.663818
	Iteration 44Q: 3 clusters Score -530019.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -530021.562500 Penalty: 2750.663818
	Iteration 45Q: 3 clusters Score -530021.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -530024.250000 Penalty: 2750.663818
	Iteration 46Q: 3 clusters Score -530024.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -530026.375000 Penalty: 2750.663818
	Iteration 47Q: 3 clusters Score -530026.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -530028.187500 Penalty: 2750.663818
	Iteration 48Q: 3 clusters Score -530028.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -530029.937500 Penalty: 2750.663818
	Iteration 49Q: 3 clusters Score -530029.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -530032.625000 Penalty: 2750.663818
	Iteration 50Q: 3 clusters Score -530032.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -530035.500000 Penalty: 2750.663818
	Iteration 51Q: 3 clusters Score -530035.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -530039.812500 Penalty: 2750.663818
	Iteration 52Q: 3 clusters Score -530039.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -530042.187500 Penalty: 2750.663818
	Iteration 53Q: 3 clusters Score -530042.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -530044.125000 Penalty: 2750.663818
	Iteration 54Q: 3 clusters Score -530044.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -530044.687500 Penalty: 2750.663818
	Iteration 55Q: 3 clusters Score -530044.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -530046.875000 Penalty: 2750.663818
	Iteration 56Q: 3 clusters Score -530046.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -530048.875000 Penalty: 2750.663818
	Iteration 57Q: 3 clusters Score -530048.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -530049.187500 Penalty: 2750.663818
	Iteration 58Q: 3 clusters Score -530049.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -530050.500000 Penalty: 2750.663818
	Iteration 59Q: 3 clusters Score -530050.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -530050.937500 Penalty: 2750.663818
	Iteration 60F: 3 clusters Score -530050.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -530053.500000 Penalty: 2750.663818
	Iteration 61Q: 3 clusters Score -530053.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -530053.312500 Penalty: 2750.663818
	Iteration 62Q: 3 clusters Score -530053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -530055.062500 Penalty: 2750.663818
	Iteration 63Q: 3 clusters Score -530055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -530055.375000 Penalty: 2750.663818
	Iteration 64Q: 3 clusters Score -530055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -530055.687500 Penalty: 2750.663818
	Iteration 65Q: 3 clusters Score -530055.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -530055.937500 Penalty: 2750.663818
	Iteration 66Q: 3 clusters Score -530055.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -530055.937500 Penalty: 2750.663818
	Iteration 67F: 3 clusters Score -530055.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -278954.281250 Penalty: 1268.257202
	Iteration 0F: 2 clusters Score -278954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -276601.125000 Penalty: 2536.514404
	Iteration 0F: 3 clusters Score -276601.1 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -277181.500000 Penalty: 2536.514404
	Iteration 1F: 3 clusters Score -277181.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -277367.750000 Penalty: 2536.514404
	Iteration 2F: 3 clusters Score -277367.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -277532.625000 Penalty: 2536.514404
	Iteration 3F: 3 clusters Score -277532.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -277680.406250 Penalty: 2536.514404
	Iteration 4F: 3 clusters Score -277680.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -277799.687500 Penalty: 2536.514404
	Iteration 5F: 3 clusters Score -277799.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -277860.031250 Penalty: 2536.514404
	Iteration 6Q: 3 clusters Score -277860 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -277914.375000 Penalty: 2536.514404
	Iteration 7Q: 3 clusters Score -277914.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -277957.125000 Penalty: 2536.514404
	Iteration 8Q: 3 clusters Score -277957.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -277975.718750 Penalty: 2536.514404
	Iteration 9Q: 3 clusters Score -277975.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -277989.437500 Penalty: 2536.514404
	Iteration 10Q: 3 clusters Score -277989.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -278003.968750 Penalty: 2536.514404
	Iteration 11Q: 3 clusters Score -278004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -278019.906250 Penalty: 2536.514404
	Iteration 12Q: 3 clusters Score -278019.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -278030.406250 Penalty: 2536.514404
	Iteration 13Q: 3 clusters Score -278030.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -278041.468750 Penalty: 2536.514404
	Iteration 14Q: 3 clusters Score -278041.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -278054.875000 Penalty: 2536.514404
	Iteration 15Q: 3 clusters Score -278054.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -278064.343750 Penalty: 2536.514404
	Iteration 16Q: 3 clusters Score -278064.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -278071.000000 Penalty: 2536.514404
	Iteration 17Q: 3 clusters Score -278071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -278076.187500 Penalty: 2536.514404
	Iteration 18Q: 3 clusters Score -278076.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -278084.187500 Penalty: 2536.514404
	Iteration 19Q: 3 clusters Score -278084.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -278087.968750 Penalty: 2536.514404
	Iteration 20F: 3 clusters Score -278088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -278090.500000 Penalty: 2536.514404
	Iteration 21Q: 3 clusters Score -278090.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -278091.281250 Penalty: 2536.514404
	Iteration 22Q: 3 clusters Score -278091.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -278093.406250 Penalty: 2536.514404
	Iteration 23Q: 3 clusters Score -278093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -278096.187500 Penalty: 2536.514404
	Iteration 24Q: 3 clusters Score -278096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -278096.593750 Penalty: 2536.514404
	Iteration 25Q: 3 clusters Score -278096.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -278097.062500 Penalty: 2536.514404
	Iteration 26Q: 3 clusters Score -278097.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -278097.156250 Penalty: 2536.514404
	Iteration 27Q: 3 clusters Score -278097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -278097.156250 Penalty: 2536.514404
	Iteration 28F: 3 clusters Score -278097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17692 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83379 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27065 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90491 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130426 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9934 members 
Mstep: Class 25 contains 132665 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89073 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942632.000000 Penalty: 68979.507812
Iteration 359Q: 32 clusters Score -1.089426e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17693 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27065 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90492 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130425 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9934 members 
Mstep: Class 25 contains 132665 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89073 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942648.000000 Penalty: 68979.507812
Iteration 360F: 32 clusters Score -1.089426e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85585 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83377 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27065 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90490 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130425 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9934 members 
Mstep: Class 25 contains 132667 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89074 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942688.000000 Penalty: 68979.507812
Iteration 361Q: 32 clusters Score -1.089427e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83376 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27065 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90489 members 
Mstep: Class 16 contains 32214 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130424 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9934 members 
Mstep: Class 25 contains 132667 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89075 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942672.000000 Penalty: 68979.507812
Iteration 362Q: 32 clusters Score -1.089427e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83375 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27066 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90487 members 
Mstep: Class 16 contains 32214 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130422 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9934 members 
Mstep: Class 25 contains 132669 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89075 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942720.000000 Penalty: 68979.507812
Iteration 363Q: 32 clusters Score -1.089427e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 27889 members 
Mstep: Class 8 contains 83375 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27065 members 
Mstep: Class 13 contains 17590 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90480 members 
Mstep: Class 16 contains 32214 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130424 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9934 members 
Mstep: Class 25 contains 132673 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89076 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942696.000000 Penalty: 68979.507812
Iteration 364Q: 32 clusters Score -1.089427e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17693 members 
Mstep: Class 7 contains 27890 members 
Mstep: Class 8 contains 83375 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30474 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27065 members 
Mstep: Class 13 contains 17589 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90479 members 
Mstep: Class 16 contains 32214 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130424 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9933 members 
Mstep: Class 25 contains 132673 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89079 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942624.000000 Penalty: 68979.507812
Iteration 365Q: 32 clusters Score -1.089426e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17693 members 
Mstep: Class 7 contains 27891 members 
Mstep: Class 8 contains 83375 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30475 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27065 members 
Mstep: Class 13 contains 17587 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90478 members 
Mstep: Class 16 contains 32214 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130424 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9931 members 
Mstep: Class 25 contains 132675 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89080 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942640.000000 Penalty: 68979.507812
Iteration 366Q: 32 clusters Score -1.089426e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17693 members 
Mstep: Class 7 contains 27893 members 
Mstep: Class 8 contains 83375 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30475 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 27065 members 
Mstep: Class 13 contains 17585 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90475 members 
Mstep: Class 16 contains 32214 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130424 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9929 members 
Mstep: Class 25 contains 132678 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89082 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942584.000000 Penalty: 68979.507812
Iteration 367Q: 32 clusters Score -1.089426e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17693 members 
Mstep: Class 7 contains 27895 members 
Mstep: Class 8 contains 83375 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30475 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 27066 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90471 members 
Mstep: Class 16 contains 32214 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130424 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132681 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89084 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942640.000000 Penalty: 68979.507812
Iteration 368Q: 32 clusters Score -1.089426e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17693 members 
Mstep: Class 7 contains 27897 members 
Mstep: Class 8 contains 83377 members 
Mstep: Class 9 contains 32839 members 
Mstep: Class 10 contains 30475 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 27065 members 
Mstep: Class 13 contains 17582 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90469 members 
Mstep: Class 16 contains 32214 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130424 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132682 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89084 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942664.000000 Penalty: 68979.507812
Iteration 369Q: 32 clusters Score -1.089427e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17693 members 
Mstep: Class 7 contains 27898 members 
Mstep: Class 8 contains 83377 members 
Mstep: Class 9 contains 32837 members 
Mstep: Class 10 contains 30475 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 27067 members 
Mstep: Class 13 contains 17581 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90466 members 
Mstep: Class 16 contains 32214 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130424 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132684 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89085 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942704.000000 Penalty: 68979.507812
Iteration 370Q: 32 clusters Score -1.089427e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17693 members 
Mstep: Class 7 contains 27898 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32835 members 
Mstep: Class 10 contains 30476 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 27069 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90464 members 
Mstep: Class 16 contains 32214 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130424 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132684 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89086 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942664.000000 Penalty: 68979.507812
Iteration 371Q: 32 clusters Score -1.089427e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 27898 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32833 members 
Mstep: Class 10 contains 30478 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 27067 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90464 members 
Mstep: Class 16 contains 32214 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130425 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132683 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89084 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942712.000000 Penalty: 68979.507812
Iteration 372Q: 32 clusters Score -1.089427e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17701 members 
Mstep: Class 7 contains 27898 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32833 members 
Mstep: Class 10 contains 30479 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 27065 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90463 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7649 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130425 members 
Mstep: Class 20 contains 12587 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132684 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89082 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942632.000000 Penalty: 68979.507812
Iteration 373Q: 32 clusters Score -1.089426e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4809 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17704 members 
Mstep: Class 7 contains 27898 members 
Mstep: Class 8 contains 83379 members 
Mstep: Class 9 contains 32833 members 
Mstep: Class 10 contains 30479 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 27063 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90461 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7647 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130425 members 
Mstep: Class 20 contains 12587 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132685 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89084 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942632.000000 Penalty: 68979.507812
Iteration 374Q: 32 clusters Score -1.089426e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85590 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4811 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17707 members 
Mstep: Class 7 contains 27898 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32833 members 
Mstep: Class 10 contains 30479 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 27061 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90458 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7645 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130425 members 
Mstep: Class 20 contains 12587 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132687 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89084 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942680.000000 Penalty: 68979.507812
Iteration 375Q: 32 clusters Score -1.089427e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17707 members 
Mstep: Class 7 contains 27898 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32833 members 
Mstep: Class 10 contains 30480 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 27060 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90459 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7643 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130423 members 
Mstep: Class 20 contains 12587 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132687 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89084 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942696.000000 Penalty: 68979.507812
Iteration 376Q: 32 clusters Score -1.089427e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17707 members 
Mstep: Class 7 contains 27899 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32833 members 
Mstep: Class 10 contains 30480 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 27059 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90461 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7642 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130421 members 
Mstep: Class 20 contains 12587 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132687 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89084 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942688.000000 Penalty: 68979.507812
Iteration 377Q: 32 clusters Score -1.089427e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17706 members 
Mstep: Class 7 contains 27901 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32833 members 
Mstep: Class 10 contains 30479 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 27059 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90461 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7642 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130421 members 
Mstep: Class 20 contains 12587 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132686 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89084 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942648.000000 Penalty: 68979.507812
Iteration 378Q: 32 clusters Score -1.089426e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17707 members 
Mstep: Class 7 contains 27901 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32832 members 
Mstep: Class 10 contains 30480 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 27059 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90461 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7642 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130421 members 
Mstep: Class 20 contains 12587 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132684 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89085 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942656.000000 Penalty: 68979.507812
Iteration 379Q: 32 clusters Score -1.089427e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17709 members 
Mstep: Class 7 contains 27900 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32832 members 
Mstep: Class 10 contains 30479 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 27059 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90461 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7642 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130421 members 
Mstep: Class 20 contains 12587 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132683 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89086 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942664.000000 Penalty: 68979.507812
Iteration 380F: 32 clusters Score -1.089427e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17709 members 
Mstep: Class 7 contains 27899 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32832 members 
Mstep: Class 10 contains 30479 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 27059 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90461 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7642 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130421 members 
Mstep: Class 20 contains 12587 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132683 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89087 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942664.000000 Penalty: 68979.507812
Iteration 381Q: 32 clusters Score -1.089427e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85590 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17709 members 
Mstep: Class 7 contains 27900 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32832 members 
Mstep: Class 10 contains 30479 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 27059 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90461 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7642 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130421 members 
Mstep: Class 20 contains 12587 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132682 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89088 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942664.000000 Penalty: 68979.507812
Iteration 382Q: 32 clusters Score -1.089427e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85590 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17709 members 
Mstep: Class 7 contains 27900 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32832 members 
Mstep: Class 10 contains 30479 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 27059 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 90461 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7642 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130421 members 
Mstep: Class 20 contains 12587 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132682 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89088 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942664.000000 Penalty: 68979.507812
Iteration 383F: 32 clusters Score -1.089427e+08 nChanged 0
Entering ConstructFrom: 
Score: -108942664.000000 Penalty: 68979.507812
Entering ConstructFrom: 
Trying to split cluster 1 (85590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85590 members 
Entering Unmasked Estep 
Score: -10900880.000000 Penalty: 1845.565063
	Iteration 0F: 2 clusters Score -1.090088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -10844401.000000 Penalty: 3691.130127
	Iteration 0F: 3 clusters Score -1.08444e+07 nChanged 40816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -10867960.000000 Penalty: 3691.130127
	Iteration 1F: 3 clusters Score -1.086796e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -10868785.000000 Penalty: 3691.130127
	Iteration 2Q: 3 clusters Score -1.086878e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -10870171.000000 Penalty: 3691.130127
	Iteration 3Q: 3 clusters Score -1.087017e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -10872643.000000 Penalty: 3691.130127
	Iteration 4F: 3 clusters Score -1.087264e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -10876966.000000 Penalty: 3691.130127
	Iteration 5F: 3 clusters Score -1.087697e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -10883279.000000 Penalty: 3691.130127
	Iteration 6F: 3 clusters Score -1.088328e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 75964 members 
Entering Unmasked Estep 
Score: -10889945.000000 Penalty: 3691.130127
	Iteration 7F: 3 clusters Score -1.088994e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -10894644.000000 Penalty: 3691.130127
	Iteration 8F: 3 clusters Score -1.089464e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 83465 members 
Entering Unmasked Estep 
Score: -10897205.000000 Penalty: 3691.130127
	Iteration 9Q: 3 clusters Score -1.08972e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 84647 members 
Entering Unmasked Estep 
Score: -10898375.000000 Penalty: 3691.130127
	Iteration 10Q: 3 clusters Score -1.089838e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 85117 members 
Entering Unmasked Estep 
Score: -10898884.000000 Penalty: 3691.130127
	Iteration 11Q: 3 clusters Score -1.089888e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 85290 members 
Entering Unmasked Estep 
Score: -10899074.000000 Penalty: 3691.130127
	Iteration 12Q: 3 clusters Score -1.089907e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 85336 members 
Entering Unmasked Estep 
Score: -10899169.000000 Penalty: 3691.130127
	Iteration 13Q: 3 clusters Score -1.089917e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
Score: -10899201.000000 Penalty: 3691.130127
	Iteration 14Q: 3 clusters Score -1.08992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 85362 members 
Entering Unmasked Estep 
Score: -10899210.000000 Penalty: 3691.130127
	Iteration 15Q: 3 clusters Score -1.089921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 85365 members 
Entering Unmasked Estep 
Score: -10899221.000000 Penalty: 3691.130127
	Iteration 16Q: 3 clusters Score -1.089922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 85368 members 
Entering Unmasked Estep 
Score: -10899226.000000 Penalty: 3691.130127
	Iteration 17Q: 3 clusters Score -1.089923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 85370 members 
Entering Unmasked Estep 
Score: -10899241.000000 Penalty: 3691.130127
	Iteration 18Q: 3 clusters Score -1.089924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -10899238.000000 Penalty: 3691.130127
	Iteration 19Q: 3 clusters Score -1.089924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 85371 members 
Entering Unmasked Estep 
Score: -10899246.000000 Penalty: 3691.130127
	Iteration 20F: 3 clusters Score -1.089925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -10899244.000000 Penalty: 3691.130127
	Iteration 21Q: 3 clusters Score -1.089924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 85374 members 
Entering Unmasked Estep 
Score: -10899252.000000 Penalty: 3691.130127
	Iteration 22Q: 3 clusters Score -1.089925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 85374 members 
Entering Unmasked Estep 
Score: -10899259.000000 Penalty: 3691.130127
	Iteration 23Q: 3 clusters Score -1.089926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 85376 members 
Entering Unmasked Estep 
Score: -10899248.000000 Penalty: 3691.130127
	Iteration 24Q: 3 clusters Score -1.089925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 85377 members 
Entering Unmasked Estep 
Score: -10899251.000000 Penalty: 3691.130127
	Iteration 25Q: 3 clusters Score -1.089925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 85378 members 
Entering Unmasked Estep 
Score: -10899252.000000 Penalty: 3691.130127
	Iteration 26Q: 3 clusters Score -1.089925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 85378 members 
Entering Unmasked Estep 
Score: -10899252.000000 Penalty: 3691.130127
	Iteration 27F: 3 clusters Score -1.089925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Entering Unmasked Estep 
Score: -1273344.250000 Penalty: 1498.087891
	Iteration 0F: 2 clusters Score -1273344 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 5066 members 
Entering Unmasked Estep 
Score: -1266121.500000 Penalty: 2996.175781
	Iteration 0F: 3 clusters Score -1266122 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1268613.375000 Penalty: 2996.175781
	Iteration 1F: 3 clusters Score -1268613 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1268994.875000 Penalty: 2996.175781
	Iteration 2F: 3 clusters Score -1268995 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1269311.750000 Penalty: 2996.175781
	Iteration 3F: 3 clusters Score -1269312 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1269638.875000 Penalty: 2996.175781
	Iteration 4F: 3 clusters Score -1269639 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1269981.125000 Penalty: 2996.175781
	Iteration 5F: 3 clusters Score -1269981 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1270252.000000 Penalty: 2996.175781
	Iteration 6Q: 3 clusters Score -1270252 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1270483.000000 Penalty: 2996.175781
	Iteration 7Q: 3 clusters Score -1270483 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1270663.250000 Penalty: 2996.175781
	Iteration 8Q: 3 clusters Score -1270663 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1270794.250000 Penalty: 2996.175781
	Iteration 9Q: 3 clusters Score -1270794 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1270899.000000 Penalty: 2996.175781
	Iteration 10Q: 3 clusters Score -1270899 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1270977.625000 Penalty: 2996.175781
	Iteration 11Q: 3 clusters Score -1270978 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1271056.750000 Penalty: 2996.175781
	Iteration 12Q: 3 clusters Score -1271057 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1271133.625000 Penalty: 2996.175781
	Iteration 13Q: 3 clusters Score -1271134 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1271204.125000 Penalty: 2996.175781
	Iteration 14Q: 3 clusters Score -1271204 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1271285.875000 Penalty: 2996.175781
	Iteration 15Q: 3 clusters Score -1271286 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1271357.000000 Penalty: 2996.175781
	Iteration 16Q: 3 clusters Score -1271357 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1271412.250000 Penalty: 2996.175781
	Iteration 17Q: 3 clusters Score -1271412 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1271464.250000 Penalty: 2996.175781
	Iteration 18Q: 3 clusters Score -1271464 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1271490.875000 Penalty: 2996.175781
	Iteration 19Q: 3 clusters Score -1271491 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1271509.250000 Penalty: 2996.175781
	Iteration 20F: 3 clusters Score -1271509 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1271527.750000 Penalty: 2996.175781
	Iteration 21Q: 3 clusters Score -1271528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1271542.125000 Penalty: 2996.175781
	Iteration 22Q: 3 clusters Score -1271542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1271550.125000 Penalty: 2996.175781
	Iteration 23Q: 3 clusters Score -1271550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1271560.250000 Penalty: 2996.175781
	Iteration 24Q: 3 clusters Score -1271560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1271569.000000 Penalty: 2996.175781
	Iteration 25Q: 3 clusters Score -1271569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1271578.000000 Penalty: 2996.175781
	Iteration 26Q: 3 clusters Score -1271578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1271590.000000 Penalty: 2996.175781
	Iteration 27Q: 3 clusters Score -1271590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1271600.000000 Penalty: 2996.175781
	Iteration 28Q: 3 clusters Score -1271600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1271613.875000 Penalty: 2996.175781
	Iteration 29Q: 3 clusters Score -1271614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1271622.000000 Penalty: 2996.175781
	Iteration 30Q: 3 clusters Score -1271622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1271628.500000 Penalty: 2996.175781
	Iteration 31Q: 3 clusters Score -1271628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1271633.625000 Penalty: 2996.175781
	Iteration 32Q: 3 clusters Score -1271634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1271638.000000 Penalty: 2996.175781
	Iteration 33Q: 3 clusters Score -1271638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1271643.125000 Penalty: 2996.175781
	Iteration 34Q: 3 clusters Score -1271643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1271647.625000 Penalty: 2996.175781
	Iteration 35Q: 3 clusters Score -1271648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1271655.750000 Penalty: 2996.175781
	Iteration 36Q: 3 clusters Score -1271656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1271665.125000 Penalty: 2996.175781
	Iteration 37Q: 3 clusters Score -1271665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1271671.375000 Penalty: 2996.175781
	Iteration 38Q: 3 clusters Score -1271671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1271679.625000 Penalty: 2996.175781
	Iteration 39Q: 3 clusters Score -1271680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1271687.875000 Penalty: 2996.175781
	Iteration 40F: 3 clusters Score -1271688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1271696.000000 Penalty: 2996.175781
	Iteration 41Q: 3 clusters Score -1271696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1271707.500000 Penalty: 2996.175781
	Iteration 42Q: 3 clusters Score -1271708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1271725.250000 Penalty: 2996.175781
	Iteration 43Q: 3 clusters Score -1271725 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1271745.250000 Penalty: 2996.175781
	Iteration 44Q: 3 clusters Score -1271745 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1271762.250000 Penalty: 2996.175781
	Iteration 45Q: 3 clusters Score -1271762 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1271778.375000 Penalty: 2996.175781
	Iteration 46Q: 3 clusters Score -1271778 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1271795.625000 Penalty: 2996.175781
	Iteration 47Q: 3 clusters Score -1271796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1271806.125000 Penalty: 2996.175781
	Iteration 48Q: 3 clusters Score -1271806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1271815.375000 Penalty: 2996.175781
	Iteration 49Q: 3 clusters Score -1271815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1271826.875000 Penalty: 2996.175781
	Iteration 50Q: 3 clusters Score -1271827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1271846.500000 Penalty: 2996.175781
	Iteration 51Q: 3 clusters Score -1271846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1271865.375000 Penalty: 2996.175781
	Iteration 52Q: 3 clusters Score -1271865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1271878.500000 Penalty: 2996.175781
	Iteration 53Q: 3 clusters Score -1271878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1271899.250000 Penalty: 2996.175781
	Iteration 54Q: 3 clusters Score -1271899 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1271915.500000 Penalty: 2996.175781
	Iteration 55Q: 3 clusters Score -1271916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1271940.250000 Penalty: 2996.175781
	Iteration 56Q: 3 clusters Score -1271940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1271961.500000 Penalty: 2996.175781
	Iteration 57Q: 3 clusters Score -1271962 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1271984.125000 Penalty: 2996.175781
	Iteration 58Q: 3 clusters Score -1271984 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1272011.875000 Penalty: 2996.175781
	Iteration 59Q: 3 clusters Score -1272012 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1272039.000000 Penalty: 2996.175781
	Iteration 60F: 3 clusters Score -1272039 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1272060.375000 Penalty: 2996.175781
	Iteration 61Q: 3 clusters Score -1272060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1272078.125000 Penalty: 2996.175781
	Iteration 62Q: 3 clusters Score -1272078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1272095.375000 Penalty: 2996.175781
	Iteration 63Q: 3 clusters Score -1272095 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1272109.375000 Penalty: 2996.175781
	Iteration 64Q: 3 clusters Score -1272109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1272123.500000 Penalty: 2996.175781
	Iteration 65Q: 3 clusters Score -1272124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1272138.750000 Penalty: 2996.175781
	Iteration 66Q: 3 clusters Score -1272139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1272154.750000 Penalty: 2996.175781
	Iteration 67Q: 3 clusters Score -1272155 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1272169.875000 Penalty: 2996.175781
	Iteration 68Q: 3 clusters Score -1272170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1272183.750000 Penalty: 2996.175781
	Iteration 69Q: 3 clusters Score -1272184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1272195.000000 Penalty: 2996.175781
	Iteration 70Q: 3 clusters Score -1272195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1272206.875000 Penalty: 2996.175781
	Iteration 71Q: 3 clusters Score -1272207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1272220.500000 Penalty: 2996.175781
	Iteration 72Q: 3 clusters Score -1272220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1272226.000000 Penalty: 2996.175781
	Iteration 73Q: 3 clusters Score -1272226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1272233.625000 Penalty: 2996.175781
	Iteration 74Q: 3 clusters Score -1272234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1272237.750000 Penalty: 2996.175781
	Iteration 75Q: 3 clusters Score -1272238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1272238.000000 Penalty: 2996.175781
	Iteration 76Q: 3 clusters Score -1272238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1272243.625000 Penalty: 2996.175781
	Iteration 77Q: 3 clusters Score -1272244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1272252.000000 Penalty: 2996.175781
	Iteration 78Q: 3 clusters Score -1272252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1272263.875000 Penalty: 2996.175781
	Iteration 79Q: 3 clusters Score -1272264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1272280.000000 Penalty: 2996.175781
	Iteration 80F: 3 clusters Score -1272280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1272294.250000 Penalty: 2996.175781
	Iteration 81Q: 3 clusters Score -1272294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1272296.500000 Penalty: 2996.175781
	Iteration 82Q: 3 clusters Score -1272296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1272298.875000 Penalty: 2996.175781
	Iteration 83Q: 3 clusters Score -1272299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1272301.500000 Penalty: 2996.175781
	Iteration 84Q: 3 clusters Score -1272302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1272304.500000 Penalty: 2996.175781
	Iteration 85Q: 3 clusters Score -1272304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1272305.625000 Penalty: 2996.175781
	Iteration 86Q: 3 clusters Score -1272306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1272309.750000 Penalty: 2996.175781
	Iteration 87Q: 3 clusters Score -1272310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1272310.750000 Penalty: 2996.175781
	Iteration 88Q: 3 clusters Score -1272311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1272316.750000 Penalty: 2996.175781
	Iteration 89Q: 3 clusters Score -1272317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1272318.375000 Penalty: 2996.175781
	Iteration 90Q: 3 clusters Score -1272318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1272319.875000 Penalty: 2996.175781
	Iteration 91Q: 3 clusters Score -1272320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1272319.000000 Penalty: 2996.175781
	Iteration 92Q: 3 clusters Score -1272319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1272320.250000 Penalty: 2996.175781
	Iteration 93Q: 3 clusters Score -1272320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1272320.250000 Penalty: 2996.175781
	Iteration 94F: 3 clusters Score -1272320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -167010.859375 Penalty: 1175.905151
	Iteration 0F: 2 clusters Score -167010.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -165325.765625 Penalty: 2351.810303
	Iteration 0F: 3 clusters Score -165325.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -165658.406250 Penalty: 2351.810303
	Iteration 1F: 3 clusters Score -165658.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -165748.656250 Penalty: 2351.810303
	Iteration 2F: 3 clusters Score -165748.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -165790.765625 Penalty: 2351.810303
	Iteration 3Q: 3 clusters Score -165790.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -165823.609375 Penalty: 2351.810303
	Iteration 4Q: 3 clusters Score -165823.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -165843.437500 Penalty: 2351.810303
	Iteration 5Q: 3 clusters Score -165843.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -165861.000000 Penalty: 2351.810303
	Iteration 6Q: 3 clusters Score -165861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -165881.500000 Penalty: 2351.810303
	Iteration 7Q: 3 clusters Score -165881.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -165897.390625 Penalty: 2351.810303
	Iteration 8Q: 3 clusters Score -165897.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -165918.437500 Penalty: 2351.810303
	Iteration 9Q: 3 clusters Score -165918.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -165930.968750 Penalty: 2351.810303
	Iteration 10Q: 3 clusters Score -165931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -165950.015625 Penalty: 2351.810303
	Iteration 11Q: 3 clusters Score -165950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -165965.531250 Penalty: 2351.810303
	Iteration 12Q: 3 clusters Score -165965.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -165976.406250 Penalty: 2351.810303
	Iteration 13Q: 3 clusters Score -165976.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -165989.984375 Penalty: 2351.810303
	Iteration 14Q: 3 clusters Score -165990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -166002.359375 Penalty: 2351.810303
	Iteration 15Q: 3 clusters Score -166002.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -166011.296875 Penalty: 2351.810303
	Iteration 16Q: 3 clusters Score -166011.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -166027.687500 Penalty: 2351.810303
	Iteration 17Q: 3 clusters Score -166027.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -166040.296875 Penalty: 2351.810303
	Iteration 18Q: 3 clusters Score -166040.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -166044.734375 Penalty: 2351.810303
	Iteration 19Q: 3 clusters Score -166044.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -166049.578125 Penalty: 2351.810303
	Iteration 20F: 3 clusters Score -166049.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -166053.015625 Penalty: 2351.810303
	Iteration 21Q: 3 clusters Score -166053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -166057.375000 Penalty: 2351.810303
	Iteration 22Q: 3 clusters Score -166057.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -166060.875000 Penalty: 2351.810303
	Iteration 23Q: 3 clusters Score -166060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -166061.984375 Penalty: 2351.810303
	Iteration 24Q: 3 clusters Score -166062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -166061.984375 Penalty: 2351.810303
	Iteration 25F: 3 clusters Score -166062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Entering Unmasked Estep 
Score: -549519.500000 Penalty: 1377.917358
	Iteration 0F: 2 clusters Score -549519.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -545685.125000 Penalty: 2755.834717
	Iteration 0F: 3 clusters Score -545685.1 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -546828.062500 Penalty: 2755.834717
	Iteration 1F: 3 clusters Score -546828.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -547088.500000 Penalty: 2755.834717
	Iteration 2F: 3 clusters Score -547088.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -547331.687500 Penalty: 2755.834717
	Iteration 3F: 3 clusters Score -547331.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -547545.562500 Penalty: 2755.834717
	Iteration 4F: 3 clusters Score -547545.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -547711.250000 Penalty: 2755.834717
	Iteration 5F: 3 clusters Score -547711.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -547828.375000 Penalty: 2755.834717
	Iteration 6Q: 3 clusters Score -547828.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -547929.437500 Penalty: 2755.834717
	Iteration 7Q: 3 clusters Score -547929.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -548032.250000 Penalty: 2755.834717
	Iteration 8Q: 3 clusters Score -548032.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -548104.875000 Penalty: 2755.834717
	Iteration 9Q: 3 clusters Score -548104.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -548171.187500 Penalty: 2755.834717
	Iteration 10Q: 3 clusters Score -548171.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -548220.375000 Penalty: 2755.834717
	Iteration 11Q: 3 clusters Score -548220.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -548249.437500 Penalty: 2755.834717
	Iteration 12Q: 3 clusters Score -548249.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -548264.562500 Penalty: 2755.834717
	Iteration 13Q: 3 clusters Score -548264.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -548274.187500 Penalty: 2755.834717
	Iteration 14Q: 3 clusters Score -548274.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -548285.562500 Penalty: 2755.834717
	Iteration 15Q: 3 clusters Score -548285.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -548296.437500 Penalty: 2755.834717
	Iteration 16Q: 3 clusters Score -548296.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -548304.875000 Penalty: 2755.834717
	Iteration 17Q: 3 clusters Score -548304.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -548307.687500 Penalty: 2755.834717
	Iteration 18Q: 3 clusters Score -548307.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -548311.625000 Penalty: 2755.834717
	Iteration 19Q: 3 clusters Score -548311.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -548318.750000 Penalty: 2755.834717
	Iteration 20F: 3 clusters Score -548318.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -548323.625000 Penalty: 2755.834717
	Iteration 21Q: 3 clusters Score -548323.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -548323.687500 Penalty: 2755.834717
	Iteration 22Q: 3 clusters Score -548323.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -548326.812500 Penalty: 2755.834717
	Iteration 23Q: 3 clusters Score -548326.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -548333.437500 Penalty: 2755.834717
	Iteration 24Q: 3 clusters Score -548333.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -548339.812500 Penalty: 2755.834717
	Iteration 25Q: 3 clusters Score -548339.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -548348.625000 Penalty: 2755.834717
	Iteration 26Q: 3 clusters Score -548348.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -548357.312500 Penalty: 2755.834717
	Iteration 27Q: 3 clusters Score -548357.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -548365.500000 Penalty: 2755.834717
	Iteration 28Q: 3 clusters Score -548365.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -548374.062500 Penalty: 2755.834717
	Iteration 29Q: 3 clusters Score -548374.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -548379.875000 Penalty: 2755.834717
	Iteration 30Q: 3 clusters Score -548379.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -548390.750000 Penalty: 2755.834717
	Iteration 31Q: 3 clusters Score -548390.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -548401.312500 Penalty: 2755.834717
	Iteration 32Q: 3 clusters Score -548401.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -548414.125000 Penalty: 2755.834717
	Iteration 33Q: 3 clusters Score -548414.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -548421.437500 Penalty: 2755.834717
	Iteration 34Q: 3 clusters Score -548421.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -548431.500000 Penalty: 2755.834717
	Iteration 35Q: 3 clusters Score -548431.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -548438.125000 Penalty: 2755.834717
	Iteration 36Q: 3 clusters Score -548438.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -548443.937500 Penalty: 2755.834717
	Iteration 37Q: 3 clusters Score -548443.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -548451.312500 Penalty: 2755.834717
	Iteration 38Q: 3 clusters Score -548451.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -548457.500000 Penalty: 2755.834717
	Iteration 39Q: 3 clusters Score -548457.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -548462.750000 Penalty: 2755.834717
	Iteration 40F: 3 clusters Score -548462.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -548467.937500 Penalty: 2755.834717
	Iteration 41Q: 3 clusters Score -548467.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -548472.312500 Penalty: 2755.834717
	Iteration 42Q: 3 clusters Score -548472.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -548476.937500 Penalty: 2755.834717
	Iteration 43Q: 3 clusters Score -548476.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -548479.625000 Penalty: 2755.834717
	Iteration 44Q: 3 clusters Score -548479.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -548483.375000 Penalty: 2755.834717
	Iteration 45Q: 3 clusters Score -548483.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -548488.312500 Penalty: 2755.834717
	Iteration 46Q: 3 clusters Score -548488.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -548490.250000 Penalty: 2755.834717
	Iteration 47Q: 3 clusters Score -548490.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -548493.000000 Penalty: 2755.834717
	Iteration 48Q: 3 clusters Score -548493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -548493.875000 Penalty: 2755.834717
	Iteration 49Q: 3 clusters Score -548493.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -548495.312500 Penalty: 2755.834717
	Iteration 50Q: 3 clusters Score -548495.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -548496.000000 Penalty: 2755.834717
	Iteration 51Q: 3 clusters Score -548496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -548498.312500 Penalty: 2755.834717
	Iteration 52Q: 3 clusters Score -548498.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -548499.375000 Penalty: 2755.834717
	Iteration 53Q: 3 clusters Score -548499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -548500.687500 Penalty: 2755.834717
	Iteration 54Q: 3 clusters Score -548500.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -548500.437500 Penalty: 2755.834717
	Iteration 55Q: 3 clusters Score -548500.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -548500.625000 Penalty: 2755.834717
	Iteration 56Q: 3 clusters Score -548500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -548501.250000 Penalty: 2755.834717
	Iteration 57Q: 3 clusters Score -548501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -548500.625000 Penalty: 2755.834717
	Iteration 58Q: 3 clusters Score -548500.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -548503.937500 Penalty: 2755.834717
	Iteration 59Q: 3 clusters Score -548503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -548506.500000 Penalty: 2755.834717
	Iteration 60F: 3 clusters Score -548506.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -548508.187500 Penalty: 2755.834717
	Iteration 61Q: 3 clusters Score -548508.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -548509.687500 Penalty: 2755.834717
	Iteration 62Q: 3 clusters Score -548509.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -548510.312500 Penalty: 2755.834717
	Iteration 63Q: 3 clusters Score -548510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -548511.062500 Penalty: 2755.834717
	Iteration 64Q: 3 clusters Score -548511.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -548511.812500 Penalty: 2755.834717
	Iteration 65Q: 3 clusters Score -548511.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -548511.812500 Penalty: 2755.834717
	Iteration 66Q: 3 clusters Score -548511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -548511.875000 Penalty: 2755.834717
	Iteration 67Q: 3 clusters Score -548511.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -548511.500000 Penalty: 2755.834717
	Iteration 68Q: 3 clusters Score -548511.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -548511.500000 Penalty: 2755.834717
	Iteration 69F: 3 clusters Score -548511.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -28684.953125 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -28684.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27895.380859 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -27895.38 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28195.197266 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -28195.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28343.675781 Penalty: 1876.729248
	Iteration 2F: 3 clusters Score -28343.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28387.785156 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -28387.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28429.859375 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -28429.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28440.156250 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -28440.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28441.039062 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -28441.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28441.039062 Penalty: 1876.729248
	Iteration 7F: 3 clusters Score -28441.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Entering Unmasked Estep 
Score: -2221162.250000 Penalty: 1589.546997
	Iteration 0F: 2 clusters Score -2221162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2209105.500000 Penalty: 3179.093994
	Iteration 0F: 3 clusters Score -2209106 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2213549.750000 Penalty: 3179.093994
	Iteration 1F: 3 clusters Score -2213550 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2214207.250000 Penalty: 3179.093994
	Iteration 2F: 3 clusters Score -2214207 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2214892.500000 Penalty: 3179.093994
	Iteration 3F: 3 clusters Score -2214892 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2215581.500000 Penalty: 3179.093994
	Iteration 4F: 3 clusters Score -2215582 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2216181.250000 Penalty: 3179.093994
	Iteration 5F: 3 clusters Score -2216181 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2216694.750000 Penalty: 3179.093994
	Iteration 6F: 3 clusters Score -2216695 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2217126.750000 Penalty: 3179.093994
	Iteration 7Q: 3 clusters Score -2217127 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2217555.750000 Penalty: 3179.093994
	Iteration 8Q: 3 clusters Score -2217556 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2217965.750000 Penalty: 3179.093994
	Iteration 9Q: 3 clusters Score -2217966 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2218357.500000 Penalty: 3179.093994
	Iteration 10Q: 3 clusters Score -2218358 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2218722.750000 Penalty: 3179.093994
	Iteration 11Q: 3 clusters Score -2218723 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2219027.750000 Penalty: 3179.093994
	Iteration 12Q: 3 clusters Score -2219028 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2219273.250000 Penalty: 3179.093994
	Iteration 13Q: 3 clusters Score -2219273 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2219453.750000 Penalty: 3179.093994
	Iteration 14Q: 3 clusters Score -2219454 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2219638.000000 Penalty: 3179.093994
	Iteration 15Q: 3 clusters Score -2219638 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2219757.750000 Penalty: 3179.093994
	Iteration 16Q: 3 clusters Score -2219758 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2219849.250000 Penalty: 3179.093994
	Iteration 17Q: 3 clusters Score -2219849 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2219903.250000 Penalty: 3179.093994
	Iteration 18Q: 3 clusters Score -2219903 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2219942.000000 Penalty: 3179.093994
	Iteration 19Q: 3 clusters Score -2219942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2219966.750000 Penalty: 3179.093994
	Iteration 20F: 3 clusters Score -2219967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2219998.000000 Penalty: 3179.093994
	Iteration 21Q: 3 clusters Score -2219998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2220012.750000 Penalty: 3179.093994
	Iteration 22Q: 3 clusters Score -2220013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2220026.250000 Penalty: 3179.093994
	Iteration 23Q: 3 clusters Score -2220026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2220034.000000 Penalty: 3179.093994
	Iteration 24Q: 3 clusters Score -2220034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2220040.500000 Penalty: 3179.093994
	Iteration 25Q: 3 clusters Score -2220040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2220045.750000 Penalty: 3179.093994
	Iteration 26Q: 3 clusters Score -2220046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2220047.000000 Penalty: 3179.093994
	Iteration 27Q: 3 clusters Score -2220047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2220051.250000 Penalty: 3179.093994
	Iteration 28Q: 3 clusters Score -2220051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2220056.500000 Penalty: 3179.093994
	Iteration 29Q: 3 clusters Score -2220056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2220057.500000 Penalty: 3179.093994
	Iteration 30Q: 3 clusters Score -2220058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2220061.000000 Penalty: 3179.093994
	Iteration 31Q: 3 clusters Score -2220061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2220069.000000 Penalty: 3179.093994
	Iteration 32Q: 3 clusters Score -2220069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2220069.750000 Penalty: 3179.093994
	Iteration 33Q: 3 clusters Score -2220070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2220070.250000 Penalty: 3179.093994
	Iteration 34Q: 3 clusters Score -2220070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2220076.000000 Penalty: 3179.093994
	Iteration 35Q: 3 clusters Score -2220076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2220077.750000 Penalty: 3179.093994
	Iteration 36Q: 3 clusters Score -2220078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2220079.750000 Penalty: 3179.093994
	Iteration 37Q: 3 clusters Score -2220080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2220080.250000 Penalty: 3179.093994
	Iteration 38Q: 3 clusters Score -2220080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2220082.000000 Penalty: 3179.093994
	Iteration 39Q: 3 clusters Score -2220082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2220085.500000 Penalty: 3179.093994
	Iteration 40F: 3 clusters Score -2220086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2220087.750000 Penalty: 3179.093994
	Iteration 41Q: 3 clusters Score -2220088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2220086.750000 Penalty: 3179.093994
	Iteration 42Q: 3 clusters Score -2220087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2220089.250000 Penalty: 3179.093994
	Iteration 43Q: 3 clusters Score -2220089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2220087.750000 Penalty: 3179.093994
	Iteration 44Q: 3 clusters Score -2220088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2220092.000000 Penalty: 3179.093994
	Iteration 45Q: 3 clusters Score -2220092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2220092.500000 Penalty: 3179.093994
	Iteration 46Q: 3 clusters Score -2220092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2220092.500000 Penalty: 3179.093994
	Iteration 47F: 3 clusters Score -2220092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Entering Unmasked Estep 
Score: -3555778.750000 Penalty: 1663.411987
	Iteration 0F: 2 clusters Score -3555779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3537011.250000 Penalty: 3326.823975
	Iteration 0F: 3 clusters Score -3537011 nChanged 12754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3544081.250000 Penalty: 3326.823975
	Iteration 1F: 3 clusters Score -3544081 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3544542.250000 Penalty: 3326.823975
	Iteration 2Q: 3 clusters Score -3544542 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3545068.500000 Penalty: 3326.823975
	Iteration 3Q: 3 clusters Score -3545068 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3545705.250000 Penalty: 3326.823975
	Iteration 4Q: 3 clusters Score -3545705 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3546636.250000 Penalty: 3326.823975
	Iteration 5F: 3 clusters Score -3546636 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -3547847.250000 Penalty: 3326.823975
	Iteration 6F: 3 clusters Score -3547847 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -3549280.750000 Penalty: 3326.823975
	Iteration 7F: 3 clusters Score -3549281 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -3550627.750000 Penalty: 3326.823975
	Iteration 8F: 3 clusters Score -3550628 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3551869.750000 Penalty: 3326.823975
	Iteration 9Q: 3 clusters Score -3551870 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3552875.250000 Penalty: 3326.823975
	Iteration 10Q: 3 clusters Score -3552875 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -3553543.750000 Penalty: 3326.823975
	Iteration 11Q: 3 clusters Score -3553544 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3553940.250000 Penalty: 3326.823975
	Iteration 12Q: 3 clusters Score -3553940 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3554171.250000 Penalty: 3326.823975
	Iteration 13Q: 3 clusters Score -3554171 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3554286.750000 Penalty: 3326.823975
	Iteration 14Q: 3 clusters Score -3554287 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3554348.500000 Penalty: 3326.823975
	Iteration 15Q: 3 clusters Score -3554348 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3554381.500000 Penalty: 3326.823975
	Iteration 16Q: 3 clusters Score -3554382 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3554416.250000 Penalty: 3326.823975
	Iteration 17Q: 3 clusters Score -3554416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3554445.500000 Penalty: 3326.823975
	Iteration 18Q: 3 clusters Score -3554446 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -3554467.000000 Penalty: 3326.823975
	Iteration 19Q: 3 clusters Score -3554467 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3554478.250000 Penalty: 3326.823975
	Iteration 20F: 3 clusters Score -3554478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3554491.500000 Penalty: 3326.823975
	Iteration 21Q: 3 clusters Score -3554492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -3554502.500000 Penalty: 3326.823975
	Iteration 22Q: 3 clusters Score -3554502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3554519.000000 Penalty: 3326.823975
	Iteration 23Q: 3 clusters Score -3554519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3554524.000000 Penalty: 3326.823975
	Iteration 24Q: 3 clusters Score -3554524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3554529.250000 Penalty: 3326.823975
	Iteration 25Q: 3 clusters Score -3554529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3554530.750000 Penalty: 3326.823975
	Iteration 26Q: 3 clusters Score -3554531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3554533.000000 Penalty: 3326.823975
	Iteration 27Q: 3 clusters Score -3554533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3554536.500000 Penalty: 3326.823975
	Iteration 28Q: 3 clusters Score -3554536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3554535.250000 Penalty: 3326.823975
	Iteration 29Q: 3 clusters Score -3554535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3554532.500000 Penalty: 3326.823975
	Iteration 30Q: 3 clusters Score -3554532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3554530.750000 Penalty: 3326.823975
	Iteration 31Q: 3 clusters Score -3554531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3554534.750000 Penalty: 3326.823975
	Iteration 32Q: 3 clusters Score -3554535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -3554538.500000 Penalty: 3326.823975
	Iteration 33Q: 3 clusters Score -3554538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3554537.500000 Penalty: 3326.823975
	Iteration 34Q: 3 clusters Score -3554538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3554537.000000 Penalty: 3326.823975
	Iteration 35Q: 3 clusters Score -3554537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3554534.500000 Penalty: 3326.823975
	Iteration 36Q: 3 clusters Score -3554534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3554534.500000 Penalty: 3326.823975
	Iteration 37F: 3 clusters Score -3554534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (83378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83378 members 
Entering Unmasked Estep 
Score: -10681548.000000 Penalty: 1841.310181
	Iteration 0F: 2 clusters Score -1.068155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -10626837.000000 Penalty: 3682.620361
	Iteration 0F: 3 clusters Score -1.062684e+07 nChanged 39653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -10649583.000000 Penalty: 3682.620361
	Iteration 1F: 3 clusters Score -1.064958e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -10650321.000000 Penalty: 3682.620361
	Iteration 2Q: 3 clusters Score -1.065032e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -10651202.000000 Penalty: 3682.620361
	Iteration 3Q: 3 clusters Score -1.06512e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -10652822.000000 Penalty: 3682.620361
	Iteration 4Q: 3 clusters Score -1.065282e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -10655711.000000 Penalty: 3682.620361
	Iteration 5F: 3 clusters Score -1.065571e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -10660428.000000 Penalty: 3682.620361
	Iteration 6F: 3 clusters Score -1.066043e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 69579 members 
Entering Unmasked Estep 
Score: -10666950.000000 Penalty: 3682.620361
	Iteration 7F: 3 clusters Score -1.066695e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -10673116.000000 Penalty: 3682.620361
	Iteration 8F: 3 clusters Score -1.067312e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
Score: -10677235.000000 Penalty: 3682.620361
	Iteration 9F: 3 clusters Score -1.067724e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -10679074.000000 Penalty: 3682.620361
	Iteration 10Q: 3 clusters Score -1.067907e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 82873 members 
Entering Unmasked Estep 
Score: -10679691.000000 Penalty: 3682.620361
	Iteration 11Q: 3 clusters Score -1.067969e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 83044 members 
Entering Unmasked Estep 
Score: -10679856.000000 Penalty: 3682.620361
	Iteration 12Q: 3 clusters Score -1.067986e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 83110 members 
Entering Unmasked Estep 
Score: -10679923.000000 Penalty: 3682.620361
	Iteration 13Q: 3 clusters Score -1.067992e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 83136 members 
Entering Unmasked Estep 
Score: -10679957.000000 Penalty: 3682.620361
	Iteration 14Q: 3 clusters Score -1.067996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -10679991.000000 Penalty: 3682.620361
	Iteration 15Q: 3 clusters Score -1.067999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -10680019.000000 Penalty: 3682.620361
	Iteration 16Q: 3 clusters Score -1.068002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -10680034.000000 Penalty: 3682.620361
	Iteration 17Q: 3 clusters Score -1.068003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 83166 members 
Entering Unmasked Estep 
Score: -10680047.000000 Penalty: 3682.620361
	Iteration 18Q: 3 clusters Score -1.068005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 83170 members 
Entering Unmasked Estep 
Score: -10680066.000000 Penalty: 3682.620361
	Iteration 19Q: 3 clusters Score -1.068007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -10680068.000000 Penalty: 3682.620361
	Iteration 20F: 3 clusters Score -1.068007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
Score: -10680090.000000 Penalty: 3682.620361
	Iteration 21Q: 3 clusters Score -1.068009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -10680099.000000 Penalty: 3682.620361
	Iteration 22Q: 3 clusters Score -1.06801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -10680100.000000 Penalty: 3682.620361
	Iteration 23Q: 3 clusters Score -1.06801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
Score: -10680101.000000 Penalty: 3682.620361
	Iteration 24Q: 3 clusters Score -1.06801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -10680105.000000 Penalty: 3682.620361
	Iteration 25Q: 3 clusters Score -1.06801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -10680115.000000 Penalty: 3682.620361
	Iteration 26Q: 3 clusters Score -1.068012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -10680117.000000 Penalty: 3682.620361
	Iteration 27Q: 3 clusters Score -1.068012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -10680118.000000 Penalty: 3682.620361
	Iteration 28Q: 3 clusters Score -1.068012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -10680118.000000 Penalty: 3682.620361
	Iteration 29F: 3 clusters Score -1.068012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Entering Unmasked Estep 
Score: -4211659.500000 Penalty: 1689.863281
	Iteration 0F: 2 clusters Score -4211660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -4189842.500000 Penalty: 3379.726562
	Iteration 0F: 3 clusters Score -4189842 nChanged 15106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -4198402.500000 Penalty: 3379.726562
	Iteration 1F: 3 clusters Score -4198402 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -4199308.000000 Penalty: 3379.726562
	Iteration 2F: 3 clusters Score -4199308 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -4200205.500000 Penalty: 3379.726562
	Iteration 3F: 3 clusters Score -4200206 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -4201176.500000 Penalty: 3379.726562
	Iteration 4F: 3 clusters Score -4201176 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -4202213.000000 Penalty: 3379.726562
	Iteration 5F: 3 clusters Score -4202213 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -4203342.000000 Penalty: 3379.726562
	Iteration 6F: 3 clusters Score -4203342 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -4204372.000000 Penalty: 3379.726562
	Iteration 7F: 3 clusters Score -4204372 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -4205247.000000 Penalty: 3379.726562
	Iteration 8F: 3 clusters Score -4205247 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -4205848.000000 Penalty: 3379.726562
	Iteration 9Q: 3 clusters Score -4205848 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4206310.000000 Penalty: 3379.726562
	Iteration 10Q: 3 clusters Score -4206310 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -4206604.500000 Penalty: 3379.726562
	Iteration 11Q: 3 clusters Score -4206604 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -4206778.000000 Penalty: 3379.726562
	Iteration 12Q: 3 clusters Score -4206778 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -4206948.000000 Penalty: 3379.726562
	Iteration 13Q: 3 clusters Score -4206948 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -4207118.500000 Penalty: 3379.726562
	Iteration 14Q: 3 clusters Score -4207118 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -4207291.500000 Penalty: 3379.726562
	Iteration 15Q: 3 clusters Score -4207292 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -4207464.000000 Penalty: 3379.726562
	Iteration 16Q: 3 clusters Score -4207464 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -4207626.000000 Penalty: 3379.726562
	Iteration 17Q: 3 clusters Score -4207626 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -4207772.000000 Penalty: 3379.726562
	Iteration 18Q: 3 clusters Score -4207772 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -4207930.500000 Penalty: 3379.726562
	Iteration 19Q: 3 clusters Score -4207930 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -4208091.000000 Penalty: 3379.726562
	Iteration 20F: 3 clusters Score -4208091 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -4208226.500000 Penalty: 3379.726562
	Iteration 21Q: 3 clusters Score -4208226 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -4208361.500000 Penalty: 3379.726562
	Iteration 22Q: 3 clusters Score -4208362 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -4208472.500000 Penalty: 3379.726562
	Iteration 23Q: 3 clusters Score -4208472 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -4208570.000000 Penalty: 3379.726562
	Iteration 24Q: 3 clusters Score -4208570 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -4208698.000000 Penalty: 3379.726562
	Iteration 25Q: 3 clusters Score -4208698 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -4208792.500000 Penalty: 3379.726562
	Iteration 26Q: 3 clusters Score -4208792 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -4208863.000000 Penalty: 3379.726562
	Iteration 27Q: 3 clusters Score -4208863 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -4208921.000000 Penalty: 3379.726562
	Iteration 28Q: 3 clusters Score -4208921 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -4208986.500000 Penalty: 3379.726562
	Iteration 29Q: 3 clusters Score -4208986 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -4209028.500000 Penalty: 3379.726562
	Iteration 30Q: 3 clusters Score -4209028 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -4209085.500000 Penalty: 3379.726562
	Iteration 31Q: 3 clusters Score -4209086 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -4209138.000000 Penalty: 3379.726562
	Iteration 32Q: 3 clusters Score -4209138 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -4209165.500000 Penalty: 3379.726562
	Iteration 33Q: 3 clusters Score -4209166 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -4209208.500000 Penalty: 3379.726562
	Iteration 34Q: 3 clusters Score -4209208 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -4209252.000000 Penalty: 3379.726562
	Iteration 35Q: 3 clusters Score -4209252 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -4209294.500000 Penalty: 3379.726562
	Iteration 36Q: 3 clusters Score -4209294 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -4209357.500000 Penalty: 3379.726562
	Iteration 37Q: 3 clusters Score -4209358 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -4209374.500000 Penalty: 3379.726562
	Iteration 38Q: 3 clusters Score -4209374 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -4209409.500000 Penalty: 3379.726562
	Iteration 39Q: 3 clusters Score -4209410 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -4209433.500000 Penalty: 3379.726562
	Iteration 40F: 3 clusters Score -4209434 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -4209459.500000 Penalty: 3379.726562
	Iteration 41Q: 3 clusters Score -4209460 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -4209505.000000 Penalty: 3379.726562
	Iteration 42Q: 3 clusters Score -4209505 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -4209555.000000 Penalty: 3379.726562
	Iteration 43Q: 3 clusters Score -4209555 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -4209603.500000 Penalty: 3379.726562
	Iteration 44Q: 3 clusters Score -4209604 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -4209659.500000 Penalty: 3379.726562
	Iteration 45Q: 3 clusters Score -4209660 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -4209733.000000 Penalty: 3379.726562
	Iteration 46Q: 3 clusters Score -4209733 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4209788.000000 Penalty: 3379.726562
	Iteration 47Q: 3 clusters Score -4209788 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -4209848.000000 Penalty: 3379.726562
	Iteration 48Q: 3 clusters Score -4209848 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -4209908.500000 Penalty: 3379.726562
	Iteration 49Q: 3 clusters Score -4209908 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4209945.500000 Penalty: 3379.726562
	Iteration 50Q: 3 clusters Score -4209946 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4210018.000000 Penalty: 3379.726562
	Iteration 51Q: 3 clusters Score -4210018 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4210104.500000 Penalty: 3379.726562
	Iteration 52Q: 3 clusters Score -4210104 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -4210192.000000 Penalty: 3379.726562
	Iteration 53Q: 3 clusters Score -4210192 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4210271.500000 Penalty: 3379.726562
	Iteration 54Q: 3 clusters Score -4210272 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4210406.500000 Penalty: 3379.726562
	Iteration 55Q: 3 clusters Score -4210406 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4210550.500000 Penalty: 3379.726562
	Iteration 56Q: 3 clusters Score -4210550 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -4210667.000000 Penalty: 3379.726562
	Iteration 57Q: 3 clusters Score -4210667 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4210752.000000 Penalty: 3379.726562
	Iteration 58Q: 3 clusters Score -4210752 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4210827.500000 Penalty: 3379.726562
	Iteration 59Q: 3 clusters Score -4210828 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4210896.500000 Penalty: 3379.726562
	Iteration 60F: 3 clusters Score -4210896 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4210941.000000 Penalty: 3379.726562
	Iteration 61Q: 3 clusters Score -4210941 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4210985.500000 Penalty: 3379.726562
	Iteration 62Q: 3 clusters Score -4210986 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4211005.000000 Penalty: 3379.726562
	Iteration 63Q: 3 clusters Score -4211005 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4211038.000000 Penalty: 3379.726562
	Iteration 64Q: 3 clusters Score -4211038 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4211067.500000 Penalty: 3379.726562
	Iteration 65Q: 3 clusters Score -4211068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4211078.000000 Penalty: 3379.726562
	Iteration 66Q: 3 clusters Score -4211078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4211095.000000 Penalty: 3379.726562
	Iteration 67Q: 3 clusters Score -4211095 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4211105.500000 Penalty: 3379.726562
	Iteration 68Q: 3 clusters Score -4211106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4211116.000000 Penalty: 3379.726562
	Iteration 69Q: 3 clusters Score -4211116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4211127.000000 Penalty: 3379.726562
	Iteration 70Q: 3 clusters Score -4211127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4211140.500000 Penalty: 3379.726562
	Iteration 71Q: 3 clusters Score -4211140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4211139.500000 Penalty: 3379.726562
	Iteration 72Q: 3 clusters Score -4211140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4211136.500000 Penalty: 3379.726562
	Iteration 73Q: 3 clusters Score -4211136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4211135.500000 Penalty: 3379.726562
	Iteration 74Q: 3 clusters Score -4211136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4211145.000000 Penalty: 3379.726562
	Iteration 75Q: 3 clusters Score -4211145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4211145.000000 Penalty: 3379.726562
	Iteration 76Q: 3 clusters Score -4211145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4211143.500000 Penalty: 3379.726562
	Iteration 77Q: 3 clusters Score -4211144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4211146.500000 Penalty: 3379.726562
	Iteration 78Q: 3 clusters Score -4211146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4211147.500000 Penalty: 3379.726562
	Iteration 79Q: 3 clusters Score -4211148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4211149.500000 Penalty: 3379.726562
	Iteration 80F: 3 clusters Score -4211150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4211151.500000 Penalty: 3379.726562
	Iteration 81Q: 3 clusters Score -4211152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4211147.500000 Penalty: 3379.726562
	Iteration 82Q: 3 clusters Score -4211148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4211147.000000 Penalty: 3379.726562
	Iteration 83Q: 3 clusters Score -4211147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4211147.000000 Penalty: 3379.726562
	Iteration 84Q: 3 clusters Score -4211147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4211147.000000 Penalty: 3379.726562
	Iteration 85Q: 3 clusters Score -4211147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4211147.000000 Penalty: 3379.726562
	Iteration 86F: 3 clusters Score -4211147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Entering Unmasked Estep 
Score: -3620060.250000 Penalty: 1677.778809
	Iteration 0F: 2 clusters Score -3620060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3599553.750000 Penalty: 3355.557617
	Iteration 0F: 3 clusters Score -3599554 nChanged 14120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3607848.500000 Penalty: 3355.557617
	Iteration 1F: 3 clusters Score -3607848 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3608490.750000 Penalty: 3355.557617
	Iteration 2F: 3 clusters Score -3608491 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3609183.000000 Penalty: 3355.557617
	Iteration 3F: 3 clusters Score -3609183 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -3609969.500000 Penalty: 3355.557617
	Iteration 4F: 3 clusters Score -3609970 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3610821.500000 Penalty: 3355.557617
	Iteration 5F: 3 clusters Score -3610822 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3611708.250000 Penalty: 3355.557617
	Iteration 6F: 3 clusters Score -3611708 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3612620.250000 Penalty: 3355.557617
	Iteration 7F: 3 clusters Score -3612620 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3613478.000000 Penalty: 3355.557617
	Iteration 8F: 3 clusters Score -3613478 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -3614309.250000 Penalty: 3355.557617
	Iteration 9Q: 3 clusters Score -3614309 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3614970.750000 Penalty: 3355.557617
	Iteration 10Q: 3 clusters Score -3614971 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3615511.500000 Penalty: 3355.557617
	Iteration 11Q: 3 clusters Score -3615512 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -3615911.750000 Penalty: 3355.557617
	Iteration 12Q: 3 clusters Score -3615912 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -3616215.500000 Penalty: 3355.557617
	Iteration 13Q: 3 clusters Score -3616216 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3616464.750000 Penalty: 3355.557617
	Iteration 14Q: 3 clusters Score -3616465 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -3616694.250000 Penalty: 3355.557617
	Iteration 15Q: 3 clusters Score -3616694 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3616876.500000 Penalty: 3355.557617
	Iteration 16Q: 3 clusters Score -3616876 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -3617050.750000 Penalty: 3355.557617
	Iteration 17Q: 3 clusters Score -3617051 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -3617209.250000 Penalty: 3355.557617
	Iteration 18Q: 3 clusters Score -3617209 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -3617356.750000 Penalty: 3355.557617
	Iteration 19Q: 3 clusters Score -3617357 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3617483.500000 Penalty: 3355.557617
	Iteration 20F: 3 clusters Score -3617484 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3617586.000000 Penalty: 3355.557617
	Iteration 21Q: 3 clusters Score -3617586 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3617693.500000 Penalty: 3355.557617
	Iteration 22Q: 3 clusters Score -3617694 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -3617773.250000 Penalty: 3355.557617
	Iteration 23Q: 3 clusters Score -3617773 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -3617848.250000 Penalty: 3355.557617
	Iteration 24Q: 3 clusters Score -3617848 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3617962.500000 Penalty: 3355.557617
	Iteration 25Q: 3 clusters Score -3617962 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -3618047.250000 Penalty: 3355.557617
	Iteration 26Q: 3 clusters Score -3618047 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -3618128.250000 Penalty: 3355.557617
	Iteration 27Q: 3 clusters Score -3618128 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -3618215.750000 Penalty: 3355.557617
	Iteration 28Q: 3 clusters Score -3618216 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -3618281.500000 Penalty: 3355.557617
	Iteration 29Q: 3 clusters Score -3618282 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3618374.250000 Penalty: 3355.557617
	Iteration 30Q: 3 clusters Score -3618374 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -3618454.500000 Penalty: 3355.557617
	Iteration 31Q: 3 clusters Score -3618454 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -3618508.500000 Penalty: 3355.557617
	Iteration 32Q: 3 clusters Score -3618508 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3618572.250000 Penalty: 3355.557617
	Iteration 33Q: 3 clusters Score -3618572 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -3618636.250000 Penalty: 3355.557617
	Iteration 34Q: 3 clusters Score -3618636 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3618694.250000 Penalty: 3355.557617
	Iteration 35Q: 3 clusters Score -3618694 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3618742.000000 Penalty: 3355.557617
	Iteration 36Q: 3 clusters Score -3618742 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -3618804.250000 Penalty: 3355.557617
	Iteration 37Q: 3 clusters Score -3618804 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -3618856.750000 Penalty: 3355.557617
	Iteration 38Q: 3 clusters Score -3618857 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -3618906.250000 Penalty: 3355.557617
	Iteration 39Q: 3 clusters Score -3618906 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3618953.250000 Penalty: 3355.557617
	Iteration 40F: 3 clusters Score -3618953 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3619014.750000 Penalty: 3355.557617
	Iteration 41Q: 3 clusters Score -3619015 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3619063.000000 Penalty: 3355.557617
	Iteration 42Q: 3 clusters Score -3619063 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3619105.250000 Penalty: 3355.557617
	Iteration 43Q: 3 clusters Score -3619105 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3619135.000000 Penalty: 3355.557617
	Iteration 44Q: 3 clusters Score -3619135 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -3619170.500000 Penalty: 3355.557617
	Iteration 45Q: 3 clusters Score -3619170 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3619210.750000 Penalty: 3355.557617
	Iteration 46Q: 3 clusters Score -3619211 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3619236.500000 Penalty: 3355.557617
	Iteration 47Q: 3 clusters Score -3619236 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3619281.750000 Penalty: 3355.557617
	Iteration 48Q: 3 clusters Score -3619282 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3619309.750000 Penalty: 3355.557617
	Iteration 49Q: 3 clusters Score -3619310 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3619334.250000 Penalty: 3355.557617
	Iteration 50Q: 3 clusters Score -3619334 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3619371.250000 Penalty: 3355.557617
	Iteration 51Q: 3 clusters Score -3619371 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3619387.750000 Penalty: 3355.557617
	Iteration 52Q: 3 clusters Score -3619388 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3619411.000000 Penalty: 3355.557617
	Iteration 53Q: 3 clusters Score -3619411 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3619432.750000 Penalty: 3355.557617
	Iteration 54Q: 3 clusters Score -3619433 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3619445.500000 Penalty: 3355.557617
	Iteration 55Q: 3 clusters Score -3619446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3619443.250000 Penalty: 3355.557617
	Iteration 56Q: 3 clusters Score -3619443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3619442.000000 Penalty: 3355.557617
	Iteration 57Q: 3 clusters Score -3619442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3619446.500000 Penalty: 3355.557617
	Iteration 58Q: 3 clusters Score -3619446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3619463.250000 Penalty: 3355.557617
	Iteration 59Q: 3 clusters Score -3619463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3619466.750000 Penalty: 3355.557617
	Iteration 60F: 3 clusters Score -3619467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3619469.500000 Penalty: 3355.557617
	Iteration 61Q: 3 clusters Score -3619470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3619472.500000 Penalty: 3355.557617
	Iteration 62Q: 3 clusters Score -3619472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3619470.750000 Penalty: 3355.557617
	Iteration 63Q: 3 clusters Score -3619471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3619481.750000 Penalty: 3355.557617
	Iteration 64Q: 3 clusters Score -3619482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3619482.500000 Penalty: 3355.557617
	Iteration 65Q: 3 clusters Score -3619482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3619488.000000 Penalty: 3355.557617
	Iteration 66Q: 3 clusters Score -3619488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3619485.750000 Penalty: 3355.557617
	Iteration 67Q: 3 clusters Score -3619486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3619488.000000 Penalty: 3355.557617
	Iteration 68Q: 3 clusters Score -3619488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3619487.000000 Penalty: 3355.557617
	Iteration 69Q: 3 clusters Score -3619487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3619487.750000 Penalty: 3355.557617
	Iteration 70Q: 3 clusters Score -3619488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3619486.500000 Penalty: 3355.557617
	Iteration 71Q: 3 clusters Score -3619486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3619488.500000 Penalty: 3355.557617
	Iteration 72Q: 3 clusters Score -3619488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3619486.500000 Penalty: 3355.557617
	Iteration 73Q: 3 clusters Score -3619486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3619484.000000 Penalty: 3355.557617
	Iteration 74Q: 3 clusters Score -3619484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3619481.500000 Penalty: 3355.557617
	Iteration 75Q: 3 clusters Score -3619482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3619481.500000 Penalty: 3355.557617
	Iteration 76F: 3 clusters Score -3619482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Entering Unmasked Estep 
Score: -548004.312500 Penalty: 1367.823120
	Iteration 0F: 2 clusters Score -548004.3 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 2242 members 
Entering Unmasked Estep 
Score: -544340.687500 Penalty: 2735.646240
	Iteration 0F: 3 clusters Score -544340.7 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -545452.250000 Penalty: 2735.646240
	Iteration 1F: 3 clusters Score -545452.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -545658.000000 Penalty: 2735.646240
	Iteration 2F: 3 clusters Score -545658 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -545812.000000 Penalty: 2735.646240
	Iteration 3F: 3 clusters Score -545812 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -545945.687500 Penalty: 2735.646240
	Iteration 4Q: 3 clusters Score -545945.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -546051.562500 Penalty: 2735.646240
	Iteration 5Q: 3 clusters Score -546051.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -546130.625000 Penalty: 2735.646240
	Iteration 6Q: 3 clusters Score -546130.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -546186.687500 Penalty: 2735.646240
	Iteration 7Q: 3 clusters Score -546186.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -546226.187500 Penalty: 2735.646240
	Iteration 8Q: 3 clusters Score -546226.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -546258.687500 Penalty: 2735.646240
	Iteration 9Q: 3 clusters Score -546258.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -546287.687500 Penalty: 2735.646240
	Iteration 10Q: 3 clusters Score -546287.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -546311.062500 Penalty: 2735.646240
	Iteration 11Q: 3 clusters Score -546311.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -546341.250000 Penalty: 2735.646240
	Iteration 12Q: 3 clusters Score -546341.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -546361.250000 Penalty: 2735.646240
	Iteration 13Q: 3 clusters Score -546361.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -546374.312500 Penalty: 2735.646240
	Iteration 14Q: 3 clusters Score -546374.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -546385.875000 Penalty: 2735.646240
	Iteration 15Q: 3 clusters Score -546385.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -546396.125000 Penalty: 2735.646240
	Iteration 16Q: 3 clusters Score -546396.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -546406.375000 Penalty: 2735.646240
	Iteration 17Q: 3 clusters Score -546406.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -546417.125000 Penalty: 2735.646240
	Iteration 18Q: 3 clusters Score -546417.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -546428.375000 Penalty: 2735.646240
	Iteration 19Q: 3 clusters Score -546428.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -546437.500000 Penalty: 2735.646240
	Iteration 20F: 3 clusters Score -546437.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -546448.312500 Penalty: 2735.646240
	Iteration 21Q: 3 clusters Score -546448.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -546458.625000 Penalty: 2735.646240
	Iteration 22Q: 3 clusters Score -546458.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -546469.875000 Penalty: 2735.646240
	Iteration 23Q: 3 clusters Score -546469.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -546477.750000 Penalty: 2735.646240
	Iteration 24Q: 3 clusters Score -546477.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -546482.875000 Penalty: 2735.646240
	Iteration 25Q: 3 clusters Score -546482.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -546488.437500 Penalty: 2735.646240
	Iteration 26Q: 3 clusters Score -546488.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -546496.000000 Penalty: 2735.646240
	Iteration 27Q: 3 clusters Score -546496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -546506.187500 Penalty: 2735.646240
	Iteration 28Q: 3 clusters Score -546506.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -546518.812500 Penalty: 2735.646240
	Iteration 29Q: 3 clusters Score -546518.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -546535.937500 Penalty: 2735.646240
	Iteration 30Q: 3 clusters Score -546535.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -546551.437500 Penalty: 2735.646240
	Iteration 31Q: 3 clusters Score -546551.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -546568.437500 Penalty: 2735.646240
	Iteration 32Q: 3 clusters Score -546568.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -546586.875000 Penalty: 2735.646240
	Iteration 33Q: 3 clusters Score -546586.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -546609.500000 Penalty: 2735.646240
	Iteration 34Q: 3 clusters Score -546609.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -546629.812500 Penalty: 2735.646240
	Iteration 35Q: 3 clusters Score -546629.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -546648.875000 Penalty: 2735.646240
	Iteration 36Q: 3 clusters Score -546648.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -546676.000000 Penalty: 2735.646240
	Iteration 37Q: 3 clusters Score -546676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -546710.937500 Penalty: 2735.646240
	Iteration 38Q: 3 clusters Score -546710.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -546755.562500 Penalty: 2735.646240
	Iteration 39Q: 3 clusters Score -546755.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -546793.500000 Penalty: 2735.646240
	Iteration 40F: 3 clusters Score -546793.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -546836.625000 Penalty: 2735.646240
	Iteration 41Q: 3 clusters Score -546836.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -546882.562500 Penalty: 2735.646240
	Iteration 42Q: 3 clusters Score -546882.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -546922.812500 Penalty: 2735.646240
	Iteration 43Q: 3 clusters Score -546922.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -546963.375000 Penalty: 2735.646240
	Iteration 44Q: 3 clusters Score -546963.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -546995.562500 Penalty: 2735.646240
	Iteration 45Q: 3 clusters Score -546995.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -547016.187500 Penalty: 2735.646240
	Iteration 46Q: 3 clusters Score -547016.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -547025.312500 Penalty: 2735.646240
	Iteration 47Q: 3 clusters Score -547025.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -547036.125000 Penalty: 2735.646240
	Iteration 48Q: 3 clusters Score -547036.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -547045.687500 Penalty: 2735.646240
	Iteration 49Q: 3 clusters Score -547045.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -547058.625000 Penalty: 2735.646240
	Iteration 50Q: 3 clusters Score -547058.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -547069.687500 Penalty: 2735.646240
	Iteration 51Q: 3 clusters Score -547069.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -547077.750000 Penalty: 2735.646240
	Iteration 52Q: 3 clusters Score -547077.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -547085.812500 Penalty: 2735.646240
	Iteration 53Q: 3 clusters Score -547085.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -547095.562500 Penalty: 2735.646240
	Iteration 54Q: 3 clusters Score -547095.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -547103.312500 Penalty: 2735.646240
	Iteration 55Q: 3 clusters Score -547103.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -547109.812500 Penalty: 2735.646240
	Iteration 56Q: 3 clusters Score -547109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -547113.187500 Penalty: 2735.646240
	Iteration 57Q: 3 clusters Score -547113.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -547115.312500 Penalty: 2735.646240
	Iteration 58Q: 3 clusters Score -547115.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -547114.875000 Penalty: 2735.646240
	Iteration 59Q: 3 clusters Score -547114.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -547115.812500 Penalty: 2735.646240
	Iteration 60F: 3 clusters Score -547115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -547116.875000 Penalty: 2735.646240
	Iteration 61Q: 3 clusters Score -547116.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -547116.187500 Penalty: 2735.646240
	Iteration 62Q: 3 clusters Score -547116.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -547116.187500 Penalty: 2735.646240
	Iteration 63F: 3 clusters Score -547116.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Entering Unmasked Estep 
Score: -3429670.750000 Penalty: 1658.438477
	Iteration 0F: 2 clusters Score -3429671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3411433.500000 Penalty: 3316.876953
	Iteration 0F: 3 clusters Score -3411434 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3418272.750000 Penalty: 3316.876953
	Iteration 1F: 3 clusters Score -3418273 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3418718.250000 Penalty: 3316.876953
	Iteration 2Q: 3 clusters Score -3418718 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -3419135.250000 Penalty: 3316.876953
	Iteration 3Q: 3 clusters Score -3419135 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3419571.000000 Penalty: 3316.876953
	Iteration 4Q: 3 clusters Score -3419571 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3419996.750000 Penalty: 3316.876953
	Iteration 5Q: 3 clusters Score -3419997 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3420472.750000 Penalty: 3316.876953
	Iteration 6Q: 3 clusters Score -3420473 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3421075.500000 Penalty: 3316.876953
	Iteration 7Q: 3 clusters Score -3421076 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3421764.250000 Penalty: 3316.876953
	Iteration 8Q: 3 clusters Score -3421764 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3422538.500000 Penalty: 3316.876953
	Iteration 9Q: 3 clusters Score -3422538 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3423380.500000 Penalty: 3316.876953
	Iteration 10Q: 3 clusters Score -3423380 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3424229.000000 Penalty: 3316.876953
	Iteration 11Q: 3 clusters Score -3424229 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3424888.000000 Penalty: 3316.876953
	Iteration 12Q: 3 clusters Score -3424888 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3425311.250000 Penalty: 3316.876953
	Iteration 13Q: 3 clusters Score -3425311 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -3425533.250000 Penalty: 3316.876953
	Iteration 14Q: 3 clusters Score -3425533 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3425669.500000 Penalty: 3316.876953
	Iteration 15Q: 3 clusters Score -3425670 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3425777.750000 Penalty: 3316.876953
	Iteration 16Q: 3 clusters Score -3425778 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3425824.750000 Penalty: 3316.876953
	Iteration 17Q: 3 clusters Score -3425825 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3425884.250000 Penalty: 3316.876953
	Iteration 18Q: 3 clusters Score -3425884 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3425929.250000 Penalty: 3316.876953
	Iteration 19Q: 3 clusters Score -3425929 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3425979.500000 Penalty: 3316.876953
	Iteration 20F: 3 clusters Score -3425980 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3426006.000000 Penalty: 3316.876953
	Iteration 21Q: 3 clusters Score -3426006 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3426034.500000 Penalty: 3316.876953
	Iteration 22Q: 3 clusters Score -3426034 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3426068.750000 Penalty: 3316.876953
	Iteration 23Q: 3 clusters Score -3426069 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3426104.000000 Penalty: 3316.876953
	Iteration 24Q: 3 clusters Score -3426104 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3426121.750000 Penalty: 3316.876953
	Iteration 25Q: 3 clusters Score -3426122 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3426151.750000 Penalty: 3316.876953
	Iteration 26Q: 3 clusters Score -3426152 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3426173.500000 Penalty: 3316.876953
	Iteration 27Q: 3 clusters Score -3426174 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3426197.000000 Penalty: 3316.876953
	Iteration 28Q: 3 clusters Score -3426197 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3426217.750000 Penalty: 3316.876953
	Iteration 29Q: 3 clusters Score -3426218 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3426223.000000 Penalty: 3316.876953
	Iteration 30Q: 3 clusters Score -3426223 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3426239.000000 Penalty: 3316.876953
	Iteration 31Q: 3 clusters Score -3426239 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3426249.250000 Penalty: 3316.876953
	Iteration 32Q: 3 clusters Score -3426249 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3426249.500000 Penalty: 3316.876953
	Iteration 33Q: 3 clusters Score -3426250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -3426259.500000 Penalty: 3316.876953
	Iteration 34Q: 3 clusters Score -3426260 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3426274.250000 Penalty: 3316.876953
	Iteration 35Q: 3 clusters Score -3426274 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3426278.500000 Penalty: 3316.876953
	Iteration 36Q: 3 clusters Score -3426278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3426274.500000 Penalty: 3316.876953
	Iteration 37Q: 3 clusters Score -3426274 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -3426278.000000 Penalty: 3316.876953
	Iteration 38Q: 3 clusters Score -3426278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3426286.000000 Penalty: 3316.876953
	Iteration 39Q: 3 clusters Score -3426286 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3426289.000000 Penalty: 3316.876953
	Iteration 40F: 3 clusters Score -3426289 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -3426297.250000 Penalty: 3316.876953
	Iteration 41Q: 3 clusters Score -3426297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3426300.250000 Penalty: 3316.876953
	Iteration 42Q: 3 clusters Score -3426300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3426310.000000 Penalty: 3316.876953
	Iteration 43Q: 3 clusters Score -3426310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3426308.250000 Penalty: 3316.876953
	Iteration 44Q: 3 clusters Score -3426308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3426315.750000 Penalty: 3316.876953
	Iteration 45Q: 3 clusters Score -3426316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3426315.000000 Penalty: 3316.876953
	Iteration 46Q: 3 clusters Score -3426315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3426320.000000 Penalty: 3316.876953
	Iteration 47Q: 3 clusters Score -3426320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -3426324.000000 Penalty: 3316.876953
	Iteration 48Q: 3 clusters Score -3426324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3426328.500000 Penalty: 3316.876953
	Iteration 49Q: 3 clusters Score -3426328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -3426325.000000 Penalty: 3316.876953
	Iteration 50Q: 3 clusters Score -3426325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3426323.750000 Penalty: 3316.876953
	Iteration 51Q: 3 clusters Score -3426324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3426328.750000 Penalty: 3316.876953
	Iteration 52Q: 3 clusters Score -3426329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -3426329.500000 Penalty: 3316.876953
	Iteration 53Q: 3 clusters Score -3426330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -3426332.000000 Penalty: 3316.876953
	Iteration 54Q: 3 clusters Score -3426332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -3426339.750000 Penalty: 3316.876953
	Iteration 55Q: 3 clusters Score -3426340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -3426333.250000 Penalty: 3316.876953
	Iteration 56Q: 3 clusters Score -3426333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3426340.750000 Penalty: 3316.876953
	Iteration 57Q: 3 clusters Score -3426341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -3426340.750000 Penalty: 3316.876953
	Iteration 58Q: 3 clusters Score -3426341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3426339.500000 Penalty: 3316.876953
	Iteration 59Q: 3 clusters Score -3426340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3426342.250000 Penalty: 3316.876953
	Iteration 60F: 3 clusters Score -3426342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -3426347.250000 Penalty: 3316.876953
	Iteration 61Q: 3 clusters Score -3426347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -3426344.750000 Penalty: 3316.876953
	Iteration 62Q: 3 clusters Score -3426345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3426344.000000 Penalty: 3316.876953
	Iteration 63Q: 3 clusters Score -3426344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3426337.250000 Penalty: 3316.876953
	Iteration 64Q: 3 clusters Score -3426337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3426337.250000 Penalty: 3316.876953
	Iteration 65Q: 3 clusters Score -3426337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -3426345.250000 Penalty: 3316.876953
	Iteration 66Q: 3 clusters Score -3426345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3426345.000000 Penalty: 3316.876953
	Iteration 67Q: 3 clusters Score -3426345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3426339.000000 Penalty: 3316.876953
	Iteration 68Q: 3 clusters Score -3426339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3426340.500000 Penalty: 3316.876953
	Iteration 69Q: 3 clusters Score -3426340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -3426341.000000 Penalty: 3316.876953
	Iteration 70Q: 3 clusters Score -3426341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3426344.750000 Penalty: 3316.876953
	Iteration 71Q: 3 clusters Score -3426345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3426344.000000 Penalty: 3316.876953
	Iteration 72Q: 3 clusters Score -3426344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -3426343.000000 Penalty: 3316.876953
	Iteration 73Q: 3 clusters Score -3426343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -3426341.250000 Penalty: 3316.876953
	Iteration 74Q: 3 clusters Score -3426341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -3426337.250000 Penalty: 3316.876953
	Iteration 75Q: 3 clusters Score -3426337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3426343.250000 Penalty: 3316.876953
	Iteration 76Q: 3 clusters Score -3426343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3426334.500000 Penalty: 3316.876953
	Iteration 77Q: 3 clusters Score -3426334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3426334.500000 Penalty: 3316.876953
	Iteration 78Q: 3 clusters Score -3426334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -3426330.500000 Penalty: 3316.876953
	Iteration 79Q: 3 clusters Score -3426330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -3426333.750000 Penalty: 3316.876953
	Iteration 80F: 3 clusters Score -3426334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3426333.000000 Penalty: 3316.876953
	Iteration 81Q: 3 clusters Score -3426333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -3426336.000000 Penalty: 3316.876953
	Iteration 82Q: 3 clusters Score -3426336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3426342.750000 Penalty: 3316.876953
	Iteration 83Q: 3 clusters Score -3426343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -3426341.750000 Penalty: 3316.876953
	Iteration 84Q: 3 clusters Score -3426342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -3426336.500000 Penalty: 3316.876953
	Iteration 85Q: 3 clusters Score -3426336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -3426343.500000 Penalty: 3316.876953
	Iteration 86Q: 3 clusters Score -3426344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3426346.250000 Penalty: 3316.876953
	Iteration 87Q: 3 clusters Score -3426346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3426348.000000 Penalty: 3316.876953
	Iteration 88Q: 3 clusters Score -3426348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3426346.500000 Penalty: 3316.876953
	Iteration 89Q: 3 clusters Score -3426346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3426345.500000 Penalty: 3316.876953
	Iteration 90Q: 3 clusters Score -3426346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3426344.250000 Penalty: 3316.876953
	Iteration 91Q: 3 clusters Score -3426344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -3426346.000000 Penalty: 3316.876953
	Iteration 92Q: 3 clusters Score -3426346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3426345.500000 Penalty: 3316.876953
	Iteration 93Q: 3 clusters Score -3426346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -3426347.000000 Penalty: 3316.876953
	Iteration 94Q: 3 clusters Score -3426347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3426352.500000 Penalty: 3316.876953
	Iteration 95Q: 3 clusters Score -3426352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -3426350.000000 Penalty: 3316.876953
	Iteration 96Q: 3 clusters Score -3426350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3426351.750000 Penalty: 3316.876953
	Iteration 97Q: 3 clusters Score -3426352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -3426353.000000 Penalty: 3316.876953
	Iteration 98Q: 3 clusters Score -3426353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3426354.000000 Penalty: 3316.876953
	Iteration 99Q: 3 clusters Score -3426354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3426355.250000 Penalty: 3316.876953
	Iteration 100F: 3 clusters Score -3426355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -3426353.250000 Penalty: 3316.876953
	Iteration 101Q: 3 clusters Score -3426353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -3426357.250000 Penalty: 3316.876953
	Iteration 102Q: 3 clusters Score -3426357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3426351.250000 Penalty: 3316.876953
	Iteration 103Q: 3 clusters Score -3426351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3426359.500000 Penalty: 3316.876953
	Iteration 104Q: 3 clusters Score -3426360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -3426354.750000 Penalty: 3316.876953
	Iteration 105Q: 3 clusters Score -3426355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3426352.750000 Penalty: 3316.876953
	Iteration 106Q: 3 clusters Score -3426353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -3426353.250000 Penalty: 3316.876953
	Iteration 107Q: 3 clusters Score -3426353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3426351.500000 Penalty: 3316.876953
	Iteration 108Q: 3 clusters Score -3426352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3426350.250000 Penalty: 3316.876953
	Iteration 109Q: 3 clusters Score -3426350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3426354.750000 Penalty: 3316.876953
	Iteration 110Q: 3 clusters Score -3426355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3426352.500000 Penalty: 3316.876953
	Iteration 111Q: 3 clusters Score -3426352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3426355.250000 Penalty: 3316.876953
	Iteration 112Q: 3 clusters Score -3426355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3426350.750000 Penalty: 3316.876953
	Iteration 113Q: 3 clusters Score -3426351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3426355.500000 Penalty: 3316.876953
	Iteration 114Q: 3 clusters Score -3426356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3426355.500000 Penalty: 3316.876953
	Iteration 115F: 3 clusters Score -3426356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Entering Unmasked Estep 
Score: -2236592.250000 Penalty: 1588.359009
	Iteration 0F: 2 clusters Score -2236592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2224583.750000 Penalty: 3176.718018
	Iteration 0F: 3 clusters Score -2224584 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2228850.750000 Penalty: 3176.718018
	Iteration 1F: 3 clusters Score -2228851 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2229273.500000 Penalty: 3176.718018
	Iteration 2F: 3 clusters Score -2229274 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2229638.000000 Penalty: 3176.718018
	Iteration 3F: 3 clusters Score -2229638 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2230016.000000 Penalty: 3176.718018
	Iteration 4Q: 3 clusters Score -2230016 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2230409.750000 Penalty: 3176.718018
	Iteration 5Q: 3 clusters Score -2230410 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2230788.500000 Penalty: 3176.718018
	Iteration 6Q: 3 clusters Score -2230788 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2231124.250000 Penalty: 3176.718018
	Iteration 7Q: 3 clusters Score -2231124 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2231402.250000 Penalty: 3176.718018
	Iteration 8Q: 3 clusters Score -2231402 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2231635.250000 Penalty: 3176.718018
	Iteration 9Q: 3 clusters Score -2231635 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2231830.250000 Penalty: 3176.718018
	Iteration 10Q: 3 clusters Score -2231830 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2232012.750000 Penalty: 3176.718018
	Iteration 11Q: 3 clusters Score -2232013 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2232177.250000 Penalty: 3176.718018
	Iteration 12Q: 3 clusters Score -2232177 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2232312.750000 Penalty: 3176.718018
	Iteration 13Q: 3 clusters Score -2232313 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2232452.750000 Penalty: 3176.718018
	Iteration 14Q: 3 clusters Score -2232453 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2232581.500000 Penalty: 3176.718018
	Iteration 15Q: 3 clusters Score -2232582 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2232700.750000 Penalty: 3176.718018
	Iteration 16Q: 3 clusters Score -2232701 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2232797.750000 Penalty: 3176.718018
	Iteration 17Q: 3 clusters Score -2232798 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2232892.000000 Penalty: 3176.718018
	Iteration 18Q: 3 clusters Score -2232892 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2232975.750000 Penalty: 3176.718018
	Iteration 19Q: 3 clusters Score -2232976 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2233036.250000 Penalty: 3176.718018
	Iteration 20F: 3 clusters Score -2233036 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2233096.000000 Penalty: 3176.718018
	Iteration 21Q: 3 clusters Score -2233096 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2233154.500000 Penalty: 3176.718018
	Iteration 22Q: 3 clusters Score -2233154 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2233220.000000 Penalty: 3176.718018
	Iteration 23Q: 3 clusters Score -2233220 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2233265.000000 Penalty: 3176.718018
	Iteration 24Q: 3 clusters Score -2233265 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2233326.000000 Penalty: 3176.718018
	Iteration 25Q: 3 clusters Score -2233326 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2233385.250000 Penalty: 3176.718018
	Iteration 26Q: 3 clusters Score -2233385 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2233433.250000 Penalty: 3176.718018
	Iteration 27Q: 3 clusters Score -2233433 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2233472.250000 Penalty: 3176.718018
	Iteration 28Q: 3 clusters Score -2233472 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2233515.000000 Penalty: 3176.718018
	Iteration 29Q: 3 clusters Score -2233515 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2233553.000000 Penalty: 3176.718018
	Iteration 30Q: 3 clusters Score -2233553 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2233597.750000 Penalty: 3176.718018
	Iteration 31Q: 3 clusters Score -2233598 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2233633.000000 Penalty: 3176.718018
	Iteration 32Q: 3 clusters Score -2233633 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2233659.250000 Penalty: 3176.718018
	Iteration 33Q: 3 clusters Score -2233659 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2233696.500000 Penalty: 3176.718018
	Iteration 34Q: 3 clusters Score -2233696 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2233731.000000 Penalty: 3176.718018
	Iteration 35Q: 3 clusters Score -2233731 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2233767.000000 Penalty: 3176.718018
	Iteration 36Q: 3 clusters Score -2233767 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2233803.500000 Penalty: 3176.718018
	Iteration 37Q: 3 clusters Score -2233804 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2233846.750000 Penalty: 3176.718018
	Iteration 38Q: 3 clusters Score -2233847 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2233881.750000 Penalty: 3176.718018
	Iteration 39Q: 3 clusters Score -2233882 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2233915.500000 Penalty: 3176.718018
	Iteration 40F: 3 clusters Score -2233916 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2233958.250000 Penalty: 3176.718018
	Iteration 41Q: 3 clusters Score -2233958 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2234007.000000 Penalty: 3176.718018
	Iteration 42Q: 3 clusters Score -2234007 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2234055.000000 Penalty: 3176.718018
	Iteration 43Q: 3 clusters Score -2234055 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2234111.750000 Penalty: 3176.718018
	Iteration 44Q: 3 clusters Score -2234112 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2234188.000000 Penalty: 3176.718018
	Iteration 45Q: 3 clusters Score -2234188 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2234264.500000 Penalty: 3176.718018
	Iteration 46Q: 3 clusters Score -2234264 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2234344.250000 Penalty: 3176.718018
	Iteration 47Q: 3 clusters Score -2234344 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2234439.000000 Penalty: 3176.718018
	Iteration 48Q: 3 clusters Score -2234439 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2234513.250000 Penalty: 3176.718018
	Iteration 49Q: 3 clusters Score -2234513 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2234602.000000 Penalty: 3176.718018
	Iteration 50Q: 3 clusters Score -2234602 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2234694.000000 Penalty: 3176.718018
	Iteration 51Q: 3 clusters Score -2234694 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2234772.750000 Penalty: 3176.718018
	Iteration 52Q: 3 clusters Score -2234773 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2234837.500000 Penalty: 3176.718018
	Iteration 53Q: 3 clusters Score -2234838 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2234898.250000 Penalty: 3176.718018
	Iteration 54Q: 3 clusters Score -2234898 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2234951.750000 Penalty: 3176.718018
	Iteration 55Q: 3 clusters Score -2234952 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2235005.000000 Penalty: 3176.718018
	Iteration 56Q: 3 clusters Score -2235005 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2235063.250000 Penalty: 3176.718018
	Iteration 57Q: 3 clusters Score -2235063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2235102.750000 Penalty: 3176.718018
	Iteration 58Q: 3 clusters Score -2235103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2235135.750000 Penalty: 3176.718018
	Iteration 59Q: 3 clusters Score -2235136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2235160.250000 Penalty: 3176.718018
	Iteration 60F: 3 clusters Score -2235160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2235185.500000 Penalty: 3176.718018
	Iteration 61Q: 3 clusters Score -2235186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2235200.500000 Penalty: 3176.718018
	Iteration 62Q: 3 clusters Score -2235200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2235217.250000 Penalty: 3176.718018
	Iteration 63Q: 3 clusters Score -2235217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2235238.750000 Penalty: 3176.718018
	Iteration 64Q: 3 clusters Score -2235239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2235254.250000 Penalty: 3176.718018
	Iteration 65Q: 3 clusters Score -2235254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2235272.000000 Penalty: 3176.718018
	Iteration 66Q: 3 clusters Score -2235272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2235276.000000 Penalty: 3176.718018
	Iteration 67Q: 3 clusters Score -2235276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2235291.000000 Penalty: 3176.718018
	Iteration 68Q: 3 clusters Score -2235291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2235297.500000 Penalty: 3176.718018
	Iteration 69Q: 3 clusters Score -2235298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2235300.500000 Penalty: 3176.718018
	Iteration 70Q: 3 clusters Score -2235300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2235305.250000 Penalty: 3176.718018
	Iteration 71Q: 3 clusters Score -2235305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2235307.000000 Penalty: 3176.718018
	Iteration 72Q: 3 clusters Score -2235307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2235308.500000 Penalty: 3176.718018
	Iteration 73Q: 3 clusters Score -2235308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2235308.500000 Penalty: 3176.718018
	Iteration 74F: 3 clusters Score -2235308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -18754.218750 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -18754.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18094.892578 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -18094.89 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18512.718750 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -18512.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18901.619141 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -18901.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19096.144531 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -19096.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19357.636719 Penalty: 1858.033936
	Iteration 4F: 3 clusters Score -19357.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19455.400391 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -19455.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19508.244141 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -19508.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19514.857422 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -19514.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19514.857422 Penalty: 1858.033936
	Iteration 8F: 3 clusters Score -19514.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 85590 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 17709 members 
Mstep: Class 7 contains 27900 members 
Mstep: Class 8 contains 83378 members 
Mstep: Class 9 contains 32832 members 
Mstep: Class 10 contains 30479 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 27059 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 100 members 
Mstep: Class 15 contains 90461 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 7642 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 130421 members 
Mstep: Class 20 contains 12587 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 976 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 132682 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 89088 members 
Mstep: Class 30 contains 4739 members 
Mstep: Class 31 contains 2452 members 
Mstep: Class 32 contains 204 members 
Entering Unmasked Estep 
Score: -108942176.000000 Penalty: 71204.648438
Splitting cluster 14 changes total score from -108942664.000000 to -108942176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (90461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90461 members 
Entering Unmasked Estep 
Score: -11601286.000000 Penalty: 1854.559570
	Iteration 0F: 2 clusters Score -1.160129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -11542169.000000 Penalty: 3709.119141
	Iteration 0F: 3 clusters Score -1.154217e+07 nChanged 43222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -11567017.000000 Penalty: 3709.119141
	Iteration 1F: 3 clusters Score -1.156702e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -11567428.000000 Penalty: 3709.119141
	Iteration 2Q: 3 clusters Score -1.156743e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -11567910.000000 Penalty: 3709.119141
	Iteration 3Q: 3 clusters Score -1.156791e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -11568334.000000 Penalty: 3709.119141
	Iteration 4Q: 3 clusters Score -1.156833e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -11568850.000000 Penalty: 3709.119141
	Iteration 5Q: 3 clusters Score -1.156885e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -11569532.000000 Penalty: 3709.119141
	Iteration 6Q: 3 clusters Score -1.156953e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -11570530.000000 Penalty: 3709.119141
	Iteration 7Q: 3 clusters Score -1.157053e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -11572193.000000 Penalty: 3709.119141
	Iteration 8Q: 3 clusters Score -1.157219e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -11574711.000000 Penalty: 3709.119141
	Iteration 9F: 3 clusters Score -1.157471e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -11578390.000000 Penalty: 3709.119141
	Iteration 10F: 3 clusters Score -1.157839e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62714 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -11582861.000000 Penalty: 3709.119141
	Iteration 11F: 3 clusters Score -1.158286e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -11586757.000000 Penalty: 3709.119141
	Iteration 12F: 3 clusters Score -1.158676e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -11589497.000000 Penalty: 3709.119141
	Iteration 13Q: 3 clusters Score -1.15895e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71187 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -11590951.000000 Penalty: 3709.119141
	Iteration 14Q: 3 clusters Score -1.159095e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73214 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -11591912.000000 Penalty: 3709.119141
	Iteration 15Q: 3 clusters Score -1.159191e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -11592687.000000 Penalty: 3709.119141
	Iteration 16Q: 3 clusters Score -1.159269e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77155 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -11593488.000000 Penalty: 3709.119141
	Iteration 17Q: 3 clusters Score -1.159349e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -11594299.000000 Penalty: 3709.119141
	Iteration 18Q: 3 clusters Score -1.15943e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -11595041.000000 Penalty: 3709.119141
	Iteration 19Q: 3 clusters Score -1.159504e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82330 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -11595782.000000 Penalty: 3709.119141
	Iteration 20F: 3 clusters Score -1.159578e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83847 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -11596594.000000 Penalty: 3709.119141
	Iteration 21Q: 3 clusters Score -1.159659e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85187 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -11597181.000000 Penalty: 3709.119141
	Iteration 22Q: 3 clusters Score -1.159718e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86307 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -11597719.000000 Penalty: 3709.119141
	Iteration 23Q: 3 clusters Score -1.159772e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -11598223.000000 Penalty: 3709.119141
	Iteration 24Q: 3 clusters Score -1.159822e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -11598601.000000 Penalty: 3709.119141
	Iteration 25Q: 3 clusters Score -1.15986e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88495 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -11598872.000000 Penalty: 3709.119141
	Iteration 26Q: 3 clusters Score -1.159887e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88880 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -11599043.000000 Penalty: 3709.119141
	Iteration 27Q: 3 clusters Score -1.159904e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89177 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11599214.000000 Penalty: 3709.119141
	Iteration 28Q: 3 clusters Score -1.159921e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11599360.000000 Penalty: 3709.119141
	Iteration 29Q: 3 clusters Score -1.159936e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89564 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -11599425.000000 Penalty: 3709.119141
	Iteration 30Q: 3 clusters Score -1.159942e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89677 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11599493.000000 Penalty: 3709.119141
	Iteration 31Q: 3 clusters Score -1.159949e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89762 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11599559.000000 Penalty: 3709.119141
	Iteration 32Q: 3 clusters Score -1.159956e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89828 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11599598.000000 Penalty: 3709.119141
	Iteration 33Q: 3 clusters Score -1.15996e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89877 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -11599631.000000 Penalty: 3709.119141
	Iteration 34Q: 3 clusters Score -1.159963e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89907 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11599653.000000 Penalty: 3709.119141
	Iteration 35Q: 3 clusters Score -1.159965e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11599674.000000 Penalty: 3709.119141
	Iteration 36Q: 3 clusters Score -1.159967e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89960 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11599698.000000 Penalty: 3709.119141
	Iteration 37Q: 3 clusters Score -1.15997e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -11599711.000000 Penalty: 3709.119141
	Iteration 38Q: 3 clusters Score -1.159971e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -11599724.000000 Penalty: 3709.119141
	Iteration 39Q: 3 clusters Score -1.159972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11599746.000000 Penalty: 3709.119141
	Iteration 40F: 3 clusters Score -1.159975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90012 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11599745.000000 Penalty: 3709.119141
	Iteration 41Q: 3 clusters Score -1.159974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11599742.000000 Penalty: 3709.119141
	Iteration 42Q: 3 clusters Score -1.159974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90019 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11599738.000000 Penalty: 3709.119141
	Iteration 43Q: 3 clusters Score -1.159974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -11599734.000000 Penalty: 3709.119141
	Iteration 44Q: 3 clusters Score -1.159973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11599737.000000 Penalty: 3709.119141
	Iteration 45Q: 3 clusters Score -1.159974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11599740.000000 Penalty: 3709.119141
	Iteration 46Q: 3 clusters Score -1.159974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90028 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11599736.000000 Penalty: 3709.119141
	Iteration 47Q: 3 clusters Score -1.159974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90029 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11599739.000000 Penalty: 3709.119141
	Iteration 48Q: 3 clusters Score -1.159974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90030 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11599740.000000 Penalty: 3709.119141
	Iteration 49Q: 3 clusters Score -1.159974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90031 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11599741.000000 Penalty: 3709.119141
	Iteration 50Q: 3 clusters Score -1.159974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -11599738.000000 Penalty: 3709.119141
	Iteration 51Q: 3 clusters Score -1.159974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -11599738.000000 Penalty: 3709.119141
	Iteration 52F: 3 clusters Score -1.159974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Entering Unmasked Estep 
Score: -4107368.750000 Penalty: 1686.770264
	Iteration 0F: 2 clusters Score -4107369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -4085581.250000 Penalty: 3373.540527
	Iteration 0F: 3 clusters Score -4085581 nChanged 14945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -4093843.250000 Penalty: 3373.540527
	Iteration 1F: 3 clusters Score -4093843 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -4094283.500000 Penalty: 3373.540527
	Iteration 2Q: 3 clusters Score -4094284 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4094734.500000 Penalty: 3373.540527
	Iteration 3Q: 3 clusters Score -4094734 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -4095195.000000 Penalty: 3373.540527
	Iteration 4Q: 3 clusters Score -4095195 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -4095742.500000 Penalty: 3373.540527
	Iteration 5Q: 3 clusters Score -4095742 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -4096380.000000 Penalty: 3373.540527
	Iteration 6Q: 3 clusters Score -4096380 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -4097182.750000 Penalty: 3373.540527
	Iteration 7Q: 3 clusters Score -4097183 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -4098223.750000 Penalty: 3373.540527
	Iteration 8F: 3 clusters Score -4098224 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -4099354.750000 Penalty: 3373.540527
	Iteration 9F: 3 clusters Score -4099355 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -4100433.000000 Penalty: 3373.540527
	Iteration 10Q: 3 clusters Score -4100433 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -4101089.000000 Penalty: 3373.540527
	Iteration 11Q: 3 clusters Score -4101089 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -4101528.750000 Penalty: 3373.540527
	Iteration 12Q: 3 clusters Score -4101529 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -4101853.750000 Penalty: 3373.540527
	Iteration 13Q: 3 clusters Score -4101854 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -4102184.500000 Penalty: 3373.540527
	Iteration 14Q: 3 clusters Score -4102184 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -4102530.250000 Penalty: 3373.540527
	Iteration 15Q: 3 clusters Score -4102530 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -4102875.750000 Penalty: 3373.540527
	Iteration 16Q: 3 clusters Score -4102876 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -4103292.750000 Penalty: 3373.540527
	Iteration 17Q: 3 clusters Score -4103293 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -4103712.500000 Penalty: 3373.540527
	Iteration 18Q: 3 clusters Score -4103712 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -4104099.750000 Penalty: 3373.540527
	Iteration 19Q: 3 clusters Score -4104100 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -4104466.250000 Penalty: 3373.540527
	Iteration 20F: 3 clusters Score -4104466 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -4104757.250000 Penalty: 3373.540527
	Iteration 21Q: 3 clusters Score -4104757 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -4104977.000000 Penalty: 3373.540527
	Iteration 22Q: 3 clusters Score -4104977 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -4105197.250000 Penalty: 3373.540527
	Iteration 23Q: 3 clusters Score -4105197 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -4105344.750000 Penalty: 3373.540527
	Iteration 24Q: 3 clusters Score -4105345 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -4105444.250000 Penalty: 3373.540527
	Iteration 25Q: 3 clusters Score -4105444 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -4105517.750000 Penalty: 3373.540527
	Iteration 26Q: 3 clusters Score -4105518 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -4105579.000000 Penalty: 3373.540527
	Iteration 27Q: 3 clusters Score -4105579 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -4105656.000000 Penalty: 3373.540527
	Iteration 28Q: 3 clusters Score -4105656 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -4105723.750000 Penalty: 3373.540527
	Iteration 29Q: 3 clusters Score -4105724 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -4105752.750000 Penalty: 3373.540527
	Iteration 30Q: 3 clusters Score -4105753 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -4105792.250000 Penalty: 3373.540527
	Iteration 31Q: 3 clusters Score -4105792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -4105824.750000 Penalty: 3373.540527
	Iteration 32Q: 3 clusters Score -4105825 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -4105846.750000 Penalty: 3373.540527
	Iteration 33Q: 3 clusters Score -4105847 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -4105859.500000 Penalty: 3373.540527
	Iteration 34Q: 3 clusters Score -4105860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -4105872.000000 Penalty: 3373.540527
	Iteration 35Q: 3 clusters Score -4105872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -4105883.500000 Penalty: 3373.540527
	Iteration 36Q: 3 clusters Score -4105884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -4105890.750000 Penalty: 3373.540527
	Iteration 37Q: 3 clusters Score -4105891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -4105892.750000 Penalty: 3373.540527
	Iteration 38Q: 3 clusters Score -4105893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -4105898.000000 Penalty: 3373.540527
	Iteration 39Q: 3 clusters Score -4105898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4105901.500000 Penalty: 3373.540527
	Iteration 40F: 3 clusters Score -4105902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4105907.250000 Penalty: 3373.540527
	Iteration 41Q: 3 clusters Score -4105907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -4105917.000000 Penalty: 3373.540527
	Iteration 42Q: 3 clusters Score -4105917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -4105927.000000 Penalty: 3373.540527
	Iteration 43Q: 3 clusters Score -4105927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -4105923.500000 Penalty: 3373.540527
	Iteration 44Q: 3 clusters Score -4105924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -4105932.500000 Penalty: 3373.540527
	Iteration 45Q: 3 clusters Score -4105932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4105929.000000 Penalty: 3373.540527
	Iteration 46Q: 3 clusters Score -4105929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4105929.750000 Penalty: 3373.540527
	Iteration 47Q: 3 clusters Score -4105930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -4105936.250000 Penalty: 3373.540527
	Iteration 48Q: 3 clusters Score -4105936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4105936.500000 Penalty: 3373.540527
	Iteration 49Q: 3 clusters Score -4105936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -4105945.000000 Penalty: 3373.540527
	Iteration 50Q: 3 clusters Score -4105945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4105945.000000 Penalty: 3373.540527
	Iteration 51Q: 3 clusters Score -4105945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -4105942.500000 Penalty: 3373.540527
	Iteration 52Q: 3 clusters Score -4105942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -4105947.250000 Penalty: 3373.540527
	Iteration 53Q: 3 clusters Score -4105947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -4105947.750000 Penalty: 3373.540527
	Iteration 54Q: 3 clusters Score -4105948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -4105950.000000 Penalty: 3373.540527
	Iteration 55Q: 3 clusters Score -4105950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -4105949.500000 Penalty: 3373.540527
	Iteration 56Q: 3 clusters Score -4105950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -4105948.500000 Penalty: 3373.540527
	Iteration 57Q: 3 clusters Score -4105948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4105955.750000 Penalty: 3373.540527
	Iteration 58Q: 3 clusters Score -4105956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -4105953.750000 Penalty: 3373.540527
	Iteration 59Q: 3 clusters Score -4105954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -4105958.500000 Penalty: 3373.540527
	Iteration 60F: 3 clusters Score -4105958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4105961.250000 Penalty: 3373.540527
	Iteration 61Q: 3 clusters Score -4105961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4105954.750000 Penalty: 3373.540527
	Iteration 62Q: 3 clusters Score -4105955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4105956.250000 Penalty: 3373.540527
	Iteration 63Q: 3 clusters Score -4105956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4105956.250000 Penalty: 3373.540527
	Iteration 64F: 3 clusters Score -4105956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -960867.625000 Penalty: 1452.979858
	Iteration 0F: 2 clusters Score -960867.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -955196.125000 Penalty: 2905.959717
	Iteration 0F: 3 clusters Score -955196.1 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -957066.937500 Penalty: 2905.959717
	Iteration 1F: 3 clusters Score -957066.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -957427.187500 Penalty: 2905.959717
	Iteration 2F: 3 clusters Score -957427.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -957806.687500 Penalty: 2905.959717
	Iteration 3F: 3 clusters Score -957806.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -958180.187500 Penalty: 2905.959717
	Iteration 4F: 3 clusters Score -958180.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -958452.937500 Penalty: 2905.959717
	Iteration 5F: 3 clusters Score -958452.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -958663.187500 Penalty: 2905.959717
	Iteration 6Q: 3 clusters Score -958663.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -958824.812500 Penalty: 2905.959717
	Iteration 7Q: 3 clusters Score -958824.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -958931.437500 Penalty: 2905.959717
	Iteration 8Q: 3 clusters Score -958931.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -959005.000000 Penalty: 2905.959717
	Iteration 9Q: 3 clusters Score -959005 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -959060.687500 Penalty: 2905.959717
	Iteration 10Q: 3 clusters Score -959060.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -959091.062500 Penalty: 2905.959717
	Iteration 11Q: 3 clusters Score -959091.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -959109.562500 Penalty: 2905.959717
	Iteration 12Q: 3 clusters Score -959109.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -959130.687500 Penalty: 2905.959717
	Iteration 13Q: 3 clusters Score -959130.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -959145.937500 Penalty: 2905.959717
	Iteration 14Q: 3 clusters Score -959145.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -959154.937500 Penalty: 2905.959717
	Iteration 15Q: 3 clusters Score -959154.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -959161.437500 Penalty: 2905.959717
	Iteration 16Q: 3 clusters Score -959161.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -959165.437500 Penalty: 2905.959717
	Iteration 17Q: 3 clusters Score -959165.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -959171.750000 Penalty: 2905.959717
	Iteration 18Q: 3 clusters Score -959171.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -959176.625000 Penalty: 2905.959717
	Iteration 19Q: 3 clusters Score -959176.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -959182.687500 Penalty: 2905.959717
	Iteration 20F: 3 clusters Score -959182.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -959187.437500 Penalty: 2905.959717
	Iteration 21Q: 3 clusters Score -959187.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -959193.375000 Penalty: 2905.959717
	Iteration 22Q: 3 clusters Score -959193.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -959199.375000 Penalty: 2905.959717
	Iteration 23Q: 3 clusters Score -959199.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -959201.312500 Penalty: 2905.959717
	Iteration 24Q: 3 clusters Score -959201.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -959204.437500 Penalty: 2905.959717
	Iteration 25Q: 3 clusters Score -959204.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -959205.375000 Penalty: 2905.959717
	Iteration 26Q: 3 clusters Score -959205.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -959206.437500 Penalty: 2905.959717
	Iteration 27Q: 3 clusters Score -959206.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -959209.187500 Penalty: 2905.959717
	Iteration 28Q: 3 clusters Score -959209.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -959213.187500 Penalty: 2905.959717
	Iteration 29Q: 3 clusters Score -959213.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -959215.187500 Penalty: 2905.959717
	Iteration 30Q: 3 clusters Score -959215.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -959215.062500 Penalty: 2905.959717
	Iteration 31Q: 3 clusters Score -959215.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -959218.687500 Penalty: 2905.959717
	Iteration 32Q: 3 clusters Score -959218.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -959221.750000 Penalty: 2905.959717
	Iteration 33Q: 3 clusters Score -959221.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -959223.937500 Penalty: 2905.959717
	Iteration 34Q: 3 clusters Score -959223.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -959224.312500 Penalty: 2905.959717
	Iteration 35Q: 3 clusters Score -959224.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -959228.000000 Penalty: 2905.959717
	Iteration 36Q: 3 clusters Score -959228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -959229.000000 Penalty: 2905.959717
	Iteration 37Q: 3 clusters Score -959229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -959229.437500 Penalty: 2905.959717
	Iteration 38Q: 3 clusters Score -959229.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -959230.437500 Penalty: 2905.959717
	Iteration 39Q: 3 clusters Score -959230.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -959232.375000 Penalty: 2905.959717
	Iteration 40F: 3 clusters Score -959232.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -959231.375000 Penalty: 2905.959717
	Iteration 41Q: 3 clusters Score -959231.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -959234.437500 Penalty: 2905.959717
	Iteration 42Q: 3 clusters Score -959234.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -959235.312500 Penalty: 2905.959717
	Iteration 43Q: 3 clusters Score -959235.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -959236.875000 Penalty: 2905.959717
	Iteration 44Q: 3 clusters Score -959236.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -959238.062500 Penalty: 2905.959717
	Iteration 45Q: 3 clusters Score -959238.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -959237.312500 Penalty: 2905.959717
	Iteration 46Q: 3 clusters Score -959237.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -959237.750000 Penalty: 2905.959717
	Iteration 47Q: 3 clusters Score -959237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -959238.437500 Penalty: 2905.959717
	Iteration 48Q: 3 clusters Score -959238.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -959239.500000 Penalty: 2905.959717
	Iteration 49Q: 3 clusters Score -959239.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -959241.562500 Penalty: 2905.959717
	Iteration 50Q: 3 clusters Score -959241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -959242.375000 Penalty: 2905.959717
	Iteration 51Q: 3 clusters Score -959242.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -959244.812500 Penalty: 2905.959717
	Iteration 52Q: 3 clusters Score -959244.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -959246.937500 Penalty: 2905.959717
	Iteration 53Q: 3 clusters Score -959246.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -959249.000000 Penalty: 2905.959717
	Iteration 54Q: 3 clusters Score -959249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -959250.812500 Penalty: 2905.959717
	Iteration 55Q: 3 clusters Score -959250.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -959251.437500 Penalty: 2905.959717
	Iteration 56Q: 3 clusters Score -959251.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -959257.125000 Penalty: 2905.959717
	Iteration 57Q: 3 clusters Score -959257.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -959261.687500 Penalty: 2905.959717
	Iteration 58Q: 3 clusters Score -959261.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -959263.812500 Penalty: 2905.959717
	Iteration 59Q: 3 clusters Score -959263.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -959270.437500 Penalty: 2905.959717
	Iteration 60F: 3 clusters Score -959270.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -959278.000000 Penalty: 2905.959717
	Iteration 61Q: 3 clusters Score -959278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -959286.000000 Penalty: 2905.959717
	Iteration 62Q: 3 clusters Score -959286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -959294.000000 Penalty: 2905.959717
	Iteration 63Q: 3 clusters Score -959294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -959305.812500 Penalty: 2905.959717
	Iteration 64Q: 3 clusters Score -959305.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -959317.875000 Penalty: 2905.959717
	Iteration 65Q: 3 clusters Score -959317.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -959321.875000 Penalty: 2905.959717
	Iteration 66Q: 3 clusters Score -959321.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -959326.562500 Penalty: 2905.959717
	Iteration 67Q: 3 clusters Score -959326.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -959333.187500 Penalty: 2905.959717
	Iteration 68Q: 3 clusters Score -959333.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -959342.375000 Penalty: 2905.959717
	Iteration 69Q: 3 clusters Score -959342.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -959346.625000 Penalty: 2905.959717
	Iteration 70Q: 3 clusters Score -959346.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -959355.687500 Penalty: 2905.959717
	Iteration 71Q: 3 clusters Score -959355.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -959362.187500 Penalty: 2905.959717
	Iteration 72Q: 3 clusters Score -959362.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -959369.062500 Penalty: 2905.959717
	Iteration 73Q: 3 clusters Score -959369.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -959378.187500 Penalty: 2905.959717
	Iteration 74Q: 3 clusters Score -959378.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -959386.187500 Penalty: 2905.959717
	Iteration 75Q: 3 clusters Score -959386.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -959396.062500 Penalty: 2905.959717
	Iteration 76Q: 3 clusters Score -959396.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -959409.000000 Penalty: 2905.959717
	Iteration 77Q: 3 clusters Score -959409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -959420.375000 Penalty: 2905.959717
	Iteration 78Q: 3 clusters Score -959420.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -959428.250000 Penalty: 2905.959717
	Iteration 79Q: 3 clusters Score -959428.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -959440.000000 Penalty: 2905.959717
	Iteration 80F: 3 clusters Score -959440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -959454.062500 Penalty: 2905.959717
	Iteration 81Q: 3 clusters Score -959454.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -959464.062500 Penalty: 2905.959717
	Iteration 82Q: 3 clusters Score -959464.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -959474.000000 Penalty: 2905.959717
	Iteration 83Q: 3 clusters Score -959474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -959487.937500 Penalty: 2905.959717
	Iteration 84Q: 3 clusters Score -959487.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -959491.937500 Penalty: 2905.959717
	Iteration 85Q: 3 clusters Score -959491.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -959498.312500 Penalty: 2905.959717
	Iteration 86Q: 3 clusters Score -959498.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -959502.187500 Penalty: 2905.959717
	Iteration 87Q: 3 clusters Score -959502.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -959504.625000 Penalty: 2905.959717
	Iteration 88Q: 3 clusters Score -959504.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -959508.062500 Penalty: 2905.959717
	Iteration 89Q: 3 clusters Score -959508.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -959507.875000 Penalty: 2905.959717
	Iteration 90Q: 3 clusters Score -959507.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -959508.937500 Penalty: 2905.959717
	Iteration 91Q: 3 clusters Score -959508.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -959511.937500 Penalty: 2905.959717
	Iteration 92Q: 3 clusters Score -959511.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -959512.937500 Penalty: 2905.959717
	Iteration 93Q: 3 clusters Score -959512.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -959515.500000 Penalty: 2905.959717
	Iteration 94Q: 3 clusters Score -959515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -959517.000000 Penalty: 2905.959717
	Iteration 95Q: 3 clusters Score -959517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -959515.750000 Penalty: 2905.959717
	Iteration 96Q: 3 clusters Score -959515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -959517.000000 Penalty: 2905.959717
	Iteration 97Q: 3 clusters Score -959517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -959519.062500 Penalty: 2905.959717
	Iteration 98Q: 3 clusters Score -959519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -959518.937500 Penalty: 2905.959717
	Iteration 99Q: 3 clusters Score -959518.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -959518.937500 Penalty: 2905.959717
	Iteration 100F: 3 clusters Score -959518.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -959519.312500 Penalty: 2905.959717
	Iteration 101Q: 3 clusters Score -959519.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -959518.187500 Penalty: 2905.959717
	Iteration 102Q: 3 clusters Score -959518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -959518.187500 Penalty: 2905.959717
	Iteration 103F: 3 clusters Score -959518.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Entering Unmasked Estep 
Score: -480217.093750 Penalty: 1341.191772
	Iteration 0F: 2 clusters Score -480217.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -476961.875000 Penalty: 2682.383545
	Iteration 0F: 3 clusters Score -476961.9 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -477829.156250 Penalty: 2682.383545
	Iteration 1F: 3 clusters Score -477829.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -477987.343750 Penalty: 2682.383545
	Iteration 2F: 3 clusters Score -477987.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -478079.468750 Penalty: 2682.383545
	Iteration 3Q: 3 clusters Score -478079.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -478182.062500 Penalty: 2682.383545
	Iteration 4Q: 3 clusters Score -478182.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -478281.093750 Penalty: 2682.383545
	Iteration 5Q: 3 clusters Score -478281.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -478403.375000 Penalty: 2682.383545
	Iteration 6Q: 3 clusters Score -478403.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -478539.281250 Penalty: 2682.383545
	Iteration 7Q: 3 clusters Score -478539.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -478688.718750 Penalty: 2682.383545
	Iteration 8Q: 3 clusters Score -478688.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -478826.250000 Penalty: 2682.383545
	Iteration 9Q: 3 clusters Score -478826.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -478958.750000 Penalty: 2682.383545
	Iteration 10Q: 3 clusters Score -478958.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -479077.968750 Penalty: 2682.383545
	Iteration 11Q: 3 clusters Score -479078 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -479180.843750 Penalty: 2682.383545
	Iteration 12Q: 3 clusters Score -479180.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -479233.500000 Penalty: 2682.383545
	Iteration 13Q: 3 clusters Score -479233.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -479281.718750 Penalty: 2682.383545
	Iteration 14Q: 3 clusters Score -479281.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -479329.125000 Penalty: 2682.383545
	Iteration 15Q: 3 clusters Score -479329.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -479347.437500 Penalty: 2682.383545
	Iteration 16Q: 3 clusters Score -479347.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -479369.156250 Penalty: 2682.383545
	Iteration 17Q: 3 clusters Score -479369.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -479388.375000 Penalty: 2682.383545
	Iteration 18Q: 3 clusters Score -479388.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -479398.250000 Penalty: 2682.383545
	Iteration 19Q: 3 clusters Score -479398.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -479405.781250 Penalty: 2682.383545
	Iteration 20F: 3 clusters Score -479405.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -479408.531250 Penalty: 2682.383545
	Iteration 21Q: 3 clusters Score -479408.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -479411.218750 Penalty: 2682.383545
	Iteration 22Q: 3 clusters Score -479411.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -479411.718750 Penalty: 2682.383545
	Iteration 23Q: 3 clusters Score -479411.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -479412.437500 Penalty: 2682.383545
	Iteration 24Q: 3 clusters Score -479412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -479412.437500 Penalty: 2682.383545
	Iteration 25Q: 3 clusters Score -479412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -479412.625000 Penalty: 2682.383545
	Iteration 26Q: 3 clusters Score -479412.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -479412.625000 Penalty: 2682.383545
	Iteration 27F: 3 clusters Score -479412.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (130421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130421 members 
Entering Unmasked Estep 
Score: -16577195.000000 Penalty: 1914.009888
	Iteration 0F: 2 clusters Score -1.65772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 65463 members 
Entering Unmasked Estep 
Score: -16496496.000000 Penalty: 3828.019775
	Iteration 0F: 3 clusters Score -1.64965e+07 nChanged 62835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 69972 members 
Entering Unmasked Estep 
Score: -16533467.000000 Penalty: 3828.019775
	Iteration 1F: 3 clusters Score -1.653347e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 72617 members 
Entering Unmasked Estep 
Score: -16534980.000000 Penalty: 3828.019775
	Iteration 2Q: 3 clusters Score -1.653498e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 76529 members 
Entering Unmasked Estep 
Score: -16537238.000000 Penalty: 3828.019775
	Iteration 3Q: 3 clusters Score -1.653724e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -16541037.000000 Penalty: 3828.019775
	Iteration 4F: 3 clusters Score -1.654104e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 88736 members 
Entering Unmasked Estep 
Score: -16546516.000000 Penalty: 3828.019775
	Iteration 5F: 3 clusters Score -1.654652e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 96013 members 
Entering Unmasked Estep 
Score: -16553464.000000 Penalty: 3828.019775
	Iteration 6F: 3 clusters Score -1.655346e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 102541 members 
Entering Unmasked Estep 
Score: -16560382.000000 Penalty: 3828.019775
	Iteration 7F: 3 clusters Score -1.656038e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 107375 members 
Entering Unmasked Estep 
Score: -16565466.000000 Penalty: 3828.019775
	Iteration 8F: 3 clusters Score -1.656547e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -16568977.000000 Penalty: 3828.019775
	Iteration 9Q: 3 clusters Score -1.656898e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 113127 members 
Entering Unmasked Estep 
Score: -16571399.000000 Penalty: 3828.019775
	Iteration 10Q: 3 clusters Score -1.65714e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 115795 members 
Entering Unmasked Estep 
Score: -16572934.000000 Penalty: 3828.019775
	Iteration 11Q: 3 clusters Score -1.657293e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 118374 members 
Entering Unmasked Estep 
Score: -16573789.000000 Penalty: 3828.019775
	Iteration 12Q: 3 clusters Score -1.657379e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 120729 members 
Entering Unmasked Estep 
Score: -16574276.000000 Penalty: 3828.019775
	Iteration 13Q: 3 clusters Score -1.657428e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 122934 members 
Entering Unmasked Estep 
Score: -16574526.000000 Penalty: 3828.019775
	Iteration 14Q: 3 clusters Score -1.657453e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 124797 members 
Entering Unmasked Estep 
Score: -16574764.000000 Penalty: 3828.019775
	Iteration 15Q: 3 clusters Score -1.657476e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 126354 members 
Entering Unmasked Estep 
Score: -16574898.000000 Penalty: 3828.019775
	Iteration 16Q: 3 clusters Score -1.65749e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 127521 members 
Entering Unmasked Estep 
Score: -16575155.000000 Penalty: 3828.019775
	Iteration 17Q: 3 clusters Score -1.657516e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 128378 members 
Entering Unmasked Estep 
Score: -16575347.000000 Penalty: 3828.019775
	Iteration 18Q: 3 clusters Score -1.657535e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 128975 members 
Entering Unmasked Estep 
Score: -16575489.000000 Penalty: 3828.019775
	Iteration 19Q: 3 clusters Score -1.657549e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 129345 members 
Entering Unmasked Estep 
Score: -16575556.000000 Penalty: 3828.019775
	Iteration 20F: 3 clusters Score -1.657556e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 129572 members 
Entering Unmasked Estep 
Score: -16575642.000000 Penalty: 3828.019775
	Iteration 21Q: 3 clusters Score -1.657564e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 129703 members 
Entering Unmasked Estep 
Score: -16575688.000000 Penalty: 3828.019775
	Iteration 22Q: 3 clusters Score -1.657569e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 129790 members 
Entering Unmasked Estep 
Score: -16575707.000000 Penalty: 3828.019775
	Iteration 23Q: 3 clusters Score -1.657571e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 129854 members 
Entering Unmasked Estep 
Score: -16575728.000000 Penalty: 3828.019775
	Iteration 24Q: 3 clusters Score -1.657573e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 129897 members 
Entering Unmasked Estep 
Score: -16575733.000000 Penalty: 3828.019775
	Iteration 25Q: 3 clusters Score -1.657573e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 129922 members 
Entering Unmasked Estep 
Score: -16575742.000000 Penalty: 3828.019775
	Iteration 26Q: 3 clusters Score -1.657574e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 129940 members 
Entering Unmasked Estep 
Score: -16575754.000000 Penalty: 3828.019775
	Iteration 27Q: 3 clusters Score -1.657575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 129947 members 
Entering Unmasked Estep 
Score: -16575756.000000 Penalty: 3828.019775
	Iteration 28Q: 3 clusters Score -1.657576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 129953 members 
Entering Unmasked Estep 
Score: -16575762.000000 Penalty: 3828.019775
	Iteration 29Q: 3 clusters Score -1.657576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 129957 members 
Entering Unmasked Estep 
Score: -16575769.000000 Penalty: 3828.019775
	Iteration 30Q: 3 clusters Score -1.657577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 129958 members 
Entering Unmasked Estep 
Score: -16575768.000000 Penalty: 3828.019775
	Iteration 31Q: 3 clusters Score -1.657577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 129961 members 
Entering Unmasked Estep 
Score: -16575770.000000 Penalty: 3828.019775
	Iteration 32Q: 3 clusters Score -1.657577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 129966 members 
Entering Unmasked Estep 
Score: -16575769.000000 Penalty: 3828.019775
	Iteration 33Q: 3 clusters Score -1.657577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 129968 members 
Entering Unmasked Estep 
Score: -16575763.000000 Penalty: 3828.019775
	Iteration 34Q: 3 clusters Score -1.657576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 129971 members 
Entering Unmasked Estep 
Score: -16575775.000000 Penalty: 3828.019775
	Iteration 35Q: 3 clusters Score -1.657578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 129972 members 
Entering Unmasked Estep 
Score: -16575785.000000 Penalty: 3828.019775
	Iteration 36Q: 3 clusters Score -1.657578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 129969 members 
Entering Unmasked Estep 
Score: -16575788.000000 Penalty: 3828.019775
	Iteration 37Q: 3 clusters Score -1.657579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 129972 members 
Entering Unmasked Estep 
Score: -16575798.000000 Penalty: 3828.019775
	Iteration 38Q: 3 clusters Score -1.65758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 129975 members 
Entering Unmasked Estep 
Score: -16575809.000000 Penalty: 3828.019775
	Iteration 39Q: 3 clusters Score -1.657581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 129981 members 
Entering Unmasked Estep 
Score: -16575805.000000 Penalty: 3828.019775
	Iteration 40F: 3 clusters Score -1.65758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 129981 members 
Entering Unmasked Estep 
Score: -16575809.000000 Penalty: 3828.019775
	Iteration 41Q: 3 clusters Score -1.657581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 129984 members 
Entering Unmasked Estep 
Score: -16575822.000000 Penalty: 3828.019775
	Iteration 42Q: 3 clusters Score -1.657582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 129985 members 
Entering Unmasked Estep 
Score: -16575823.000000 Penalty: 3828.019775
	Iteration 43Q: 3 clusters Score -1.657582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 129985 members 
Entering Unmasked Estep 
Score: -16575823.000000 Penalty: 3828.019775
	Iteration 44F: 3 clusters Score -1.657582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Entering Unmasked Estep 
Score: -1566428.625000 Penalty: 1534.068237
	Iteration 0F: 2 clusters Score -1566429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1557684.500000 Penalty: 3068.136475
	Iteration 0F: 3 clusters Score -1557684 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1560627.750000 Penalty: 3068.136475
	Iteration 1F: 3 clusters Score -1560628 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1560968.125000 Penalty: 3068.136475
	Iteration 2F: 3 clusters Score -1560968 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1561312.000000 Penalty: 3068.136475
	Iteration 3F: 3 clusters Score -1561312 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1561686.500000 Penalty: 3068.136475
	Iteration 4F: 3 clusters Score -1561686 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1562102.125000 Penalty: 3068.136475
	Iteration 5F: 3 clusters Score -1562102 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1562487.750000 Penalty: 3068.136475
	Iteration 6F: 3 clusters Score -1562488 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1562810.125000 Penalty: 3068.136475
	Iteration 7F: 3 clusters Score -1562810 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1563081.625000 Penalty: 3068.136475
	Iteration 8Q: 3 clusters Score -1563082 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1563266.125000 Penalty: 3068.136475
	Iteration 9Q: 3 clusters Score -1563266 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1563401.625000 Penalty: 3068.136475
	Iteration 10Q: 3 clusters Score -1563402 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1563514.125000 Penalty: 3068.136475
	Iteration 11Q: 3 clusters Score -1563514 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1563606.500000 Penalty: 3068.136475
	Iteration 12Q: 3 clusters Score -1563606 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1563691.875000 Penalty: 3068.136475
	Iteration 13Q: 3 clusters Score -1563692 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1563770.375000 Penalty: 3068.136475
	Iteration 14Q: 3 clusters Score -1563770 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1563848.875000 Penalty: 3068.136475
	Iteration 15Q: 3 clusters Score -1563849 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1563938.750000 Penalty: 3068.136475
	Iteration 16Q: 3 clusters Score -1563939 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1564033.125000 Penalty: 3068.136475
	Iteration 17Q: 3 clusters Score -1564033 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1564135.000000 Penalty: 3068.136475
	Iteration 18Q: 3 clusters Score -1564135 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1564223.500000 Penalty: 3068.136475
	Iteration 19Q: 3 clusters Score -1564224 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1564315.500000 Penalty: 3068.136475
	Iteration 20F: 3 clusters Score -1564316 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1564390.375000 Penalty: 3068.136475
	Iteration 21Q: 3 clusters Score -1564390 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1564461.875000 Penalty: 3068.136475
	Iteration 22Q: 3 clusters Score -1564462 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1564554.625000 Penalty: 3068.136475
	Iteration 23Q: 3 clusters Score -1564555 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1564661.000000 Penalty: 3068.136475
	Iteration 24Q: 3 clusters Score -1564661 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1564782.500000 Penalty: 3068.136475
	Iteration 25Q: 3 clusters Score -1564782 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1564882.750000 Penalty: 3068.136475
	Iteration 26Q: 3 clusters Score -1564883 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1564995.000000 Penalty: 3068.136475
	Iteration 27Q: 3 clusters Score -1564995 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1565061.750000 Penalty: 3068.136475
	Iteration 28Q: 3 clusters Score -1565062 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1565111.750000 Penalty: 3068.136475
	Iteration 29Q: 3 clusters Score -1565112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1565150.250000 Penalty: 3068.136475
	Iteration 30Q: 3 clusters Score -1565150 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1565189.750000 Penalty: 3068.136475
	Iteration 31Q: 3 clusters Score -1565190 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1565228.875000 Penalty: 3068.136475
	Iteration 32Q: 3 clusters Score -1565229 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1565269.375000 Penalty: 3068.136475
	Iteration 33Q: 3 clusters Score -1565269 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1565304.250000 Penalty: 3068.136475
	Iteration 34Q: 3 clusters Score -1565304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1565329.250000 Penalty: 3068.136475
	Iteration 35Q: 3 clusters Score -1565329 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1565357.625000 Penalty: 3068.136475
	Iteration 36Q: 3 clusters Score -1565358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1565385.875000 Penalty: 3068.136475
	Iteration 37Q: 3 clusters Score -1565386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1565405.125000 Penalty: 3068.136475
	Iteration 38Q: 3 clusters Score -1565405 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1565418.875000 Penalty: 3068.136475
	Iteration 39Q: 3 clusters Score -1565419 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1565435.375000 Penalty: 3068.136475
	Iteration 40F: 3 clusters Score -1565435 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1565450.625000 Penalty: 3068.136475
	Iteration 41Q: 3 clusters Score -1565451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1565462.500000 Penalty: 3068.136475
	Iteration 42Q: 3 clusters Score -1565462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1565466.500000 Penalty: 3068.136475
	Iteration 43Q: 3 clusters Score -1565466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1565469.250000 Penalty: 3068.136475
	Iteration 44Q: 3 clusters Score -1565469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1565475.375000 Penalty: 3068.136475
	Iteration 45Q: 3 clusters Score -1565475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1565478.250000 Penalty: 3068.136475
	Iteration 46Q: 3 clusters Score -1565478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1565477.375000 Penalty: 3068.136475
	Iteration 47Q: 3 clusters Score -1565477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1565477.875000 Penalty: 3068.136475
	Iteration 48Q: 3 clusters Score -1565478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1565478.625000 Penalty: 3068.136475
	Iteration 49Q: 3 clusters Score -1565479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1565482.000000 Penalty: 3068.136475
	Iteration 50Q: 3 clusters Score -1565482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1565480.750000 Penalty: 3068.136475
	Iteration 51Q: 3 clusters Score -1565481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1565480.750000 Penalty: 3068.136475
	Iteration 52F: 3 clusters Score -1565481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -20571.986328 Penalty: 857.693665
	Iteration 0F: 2 clusters Score -20571.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19868.449219 Penalty: 1715.387329
	Iteration 0F: 3 clusters Score -19868.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19986.050781 Penalty: 1715.387329
	Iteration 1F: 3 clusters Score -19986.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19997.609375 Penalty: 1715.387329
	Iteration 2Q: 3 clusters Score -19997.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19997.609375 Penalty: 1715.387329
	Iteration 3F: 3 clusters Score -19997.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -108479.109375 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -108479.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -107100.296875 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -107100.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -107422.601562 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -107422.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -107542.703125 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -107542.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -107639.640625 Penalty: 2237.125244
	Iteration 3F: 3 clusters Score -107639.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -107728.265625 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -107728.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -107793.015625 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -107793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -107875.335938 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -107875.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -107921.804688 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -107921.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -107961.031250 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -107961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -108000.359375 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -108000.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -108018.929688 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -108018.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -108040.179688 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -108040.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -108068.562500 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -108068.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -108081.062500 Penalty: 2237.125244
	Iteration 13Q: 3 clusters Score -108081.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -108083.007812 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -108083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -108083.226562 Penalty: 2237.125244
	Iteration 15Q: 3 clusters Score -108083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -108086.070312 Penalty: 2237.125244
	Iteration 16Q: 3 clusters Score -108086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108086.679688 Penalty: 2237.125244
	Iteration 17Q: 3 clusters Score -108086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -108088.828125 Penalty: 2237.125244
	Iteration 18Q: 3 clusters Score -108088.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -108089.445312 Penalty: 2237.125244
	Iteration 19F: 3 clusters Score -108089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -108093.289062 Penalty: 2237.125244
	Iteration 20F: 3 clusters Score -108093.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108096.437500 Penalty: 2237.125244
	Iteration 21Q: 3 clusters Score -108096.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -108101.593750 Penalty: 2237.125244
	Iteration 22Q: 3 clusters Score -108101.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108107.171875 Penalty: 2237.125244
	Iteration 23Q: 3 clusters Score -108107.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108107.171875 Penalty: 2237.125244
	Iteration 24F: 3 clusters Score -108107.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Entering Unmasked Estep 
Score: -687925.937500 Penalty: 1397.629761
	Iteration 0F: 2 clusters Score -687925.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -683680.437500 Penalty: 2795.259521
	Iteration 0F: 3 clusters Score -683680.4 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -684907.937500 Penalty: 2795.259521
	Iteration 1F: 3 clusters Score -684907.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -685131.062500 Penalty: 2795.259521
	Iteration 2F: 3 clusters Score -685131.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -685276.937500 Penalty: 2795.259521
	Iteration 3F: 3 clusters Score -685276.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -685377.500000 Penalty: 2795.259521
	Iteration 4Q: 3 clusters Score -685377.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -685470.687500 Penalty: 2795.259521
	Iteration 5Q: 3 clusters Score -685470.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -685566.937500 Penalty: 2795.259521
	Iteration 6Q: 3 clusters Score -685566.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -685663.062500 Penalty: 2795.259521
	Iteration 7Q: 3 clusters Score -685663.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -685738.000000 Penalty: 2795.259521
	Iteration 8Q: 3 clusters Score -685738 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -685804.937500 Penalty: 2795.259521
	Iteration 9Q: 3 clusters Score -685804.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -685877.375000 Penalty: 2795.259521
	Iteration 10Q: 3 clusters Score -685877.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -685950.687500 Penalty: 2795.259521
	Iteration 11Q: 3 clusters Score -685950.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -686038.875000 Penalty: 2795.259521
	Iteration 12Q: 3 clusters Score -686038.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -686127.875000 Penalty: 2795.259521
	Iteration 13Q: 3 clusters Score -686127.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -686224.937500 Penalty: 2795.259521
	Iteration 14Q: 3 clusters Score -686224.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -686313.375000 Penalty: 2795.259521
	Iteration 15Q: 3 clusters Score -686313.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -686399.437500 Penalty: 2795.259521
	Iteration 16Q: 3 clusters Score -686399.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -686468.125000 Penalty: 2795.259521
	Iteration 17Q: 3 clusters Score -686468.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -686523.187500 Penalty: 2795.259521
	Iteration 18Q: 3 clusters Score -686523.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -686561.875000 Penalty: 2795.259521
	Iteration 19Q: 3 clusters Score -686561.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -686588.750000 Penalty: 2795.259521
	Iteration 20F: 3 clusters Score -686588.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -686615.062500 Penalty: 2795.259521
	Iteration 21Q: 3 clusters Score -686615.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -686644.125000 Penalty: 2795.259521
	Iteration 22Q: 3 clusters Score -686644.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -686668.187500 Penalty: 2795.259521
	Iteration 23Q: 3 clusters Score -686668.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -686688.000000 Penalty: 2795.259521
	Iteration 24Q: 3 clusters Score -686688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -686700.437500 Penalty: 2795.259521
	Iteration 25Q: 3 clusters Score -686700.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -686710.687500 Penalty: 2795.259521
	Iteration 26Q: 3 clusters Score -686710.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -686718.437500 Penalty: 2795.259521
	Iteration 27Q: 3 clusters Score -686718.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -686727.625000 Penalty: 2795.259521
	Iteration 28Q: 3 clusters Score -686727.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -686741.187500 Penalty: 2795.259521
	Iteration 29Q: 3 clusters Score -686741.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -686748.062500 Penalty: 2795.259521
	Iteration 30Q: 3 clusters Score -686748.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -686759.000000 Penalty: 2795.259521
	Iteration 31Q: 3 clusters Score -686759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -686764.000000 Penalty: 2795.259521
	Iteration 32Q: 3 clusters Score -686764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -686766.562500 Penalty: 2795.259521
	Iteration 33Q: 3 clusters Score -686766.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -686769.937500 Penalty: 2795.259521
	Iteration 34Q: 3 clusters Score -686769.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -686771.812500 Penalty: 2795.259521
	Iteration 35Q: 3 clusters Score -686771.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -686774.937500 Penalty: 2795.259521
	Iteration 36Q: 3 clusters Score -686774.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -686774.437500 Penalty: 2795.259521
	Iteration 37Q: 3 clusters Score -686774.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -686775.500000 Penalty: 2795.259521
	Iteration 38Q: 3 clusters Score -686775.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -686775.500000 Penalty: 2795.259521
	Iteration 39F: 3 clusters Score -686775.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Entering Unmasked Estep 
Score: -1210247.500000 Penalty: 1495.489624
	Iteration 0F: 2 clusters Score -1210248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1203154.000000 Penalty: 2990.979248
	Iteration 0F: 3 clusters Score -1203154 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1205691.375000 Penalty: 2990.979248
	Iteration 1F: 3 clusters Score -1205691 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1206204.750000 Penalty: 2990.979248
	Iteration 2F: 3 clusters Score -1206205 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1206734.500000 Penalty: 2990.979248
	Iteration 3F: 3 clusters Score -1206734 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1207173.625000 Penalty: 2990.979248
	Iteration 4F: 3 clusters Score -1207174 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1207608.000000 Penalty: 2990.979248
	Iteration 5F: 3 clusters Score -1207608 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1208026.875000 Penalty: 2990.979248
	Iteration 6F: 3 clusters Score -1208027 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1208378.625000 Penalty: 2990.979248
	Iteration 7Q: 3 clusters Score -1208379 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1208683.375000 Penalty: 2990.979248
	Iteration 8Q: 3 clusters Score -1208683 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1208908.625000 Penalty: 2990.979248
	Iteration 9Q: 3 clusters Score -1208909 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1209033.875000 Penalty: 2990.979248
	Iteration 10Q: 3 clusters Score -1209034 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1209117.500000 Penalty: 2990.979248
	Iteration 11Q: 3 clusters Score -1209118 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1209184.750000 Penalty: 2990.979248
	Iteration 12Q: 3 clusters Score -1209185 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1209243.000000 Penalty: 2990.979248
	Iteration 13Q: 3 clusters Score -1209243 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1209311.375000 Penalty: 2990.979248
	Iteration 14Q: 3 clusters Score -1209311 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1209365.000000 Penalty: 2990.979248
	Iteration 15Q: 3 clusters Score -1209365 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1209418.875000 Penalty: 2990.979248
	Iteration 16Q: 3 clusters Score -1209419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1209452.500000 Penalty: 2990.979248
	Iteration 17Q: 3 clusters Score -1209452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1209485.375000 Penalty: 2990.979248
	Iteration 18Q: 3 clusters Score -1209485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1209519.375000 Penalty: 2990.979248
	Iteration 19Q: 3 clusters Score -1209519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1209554.750000 Penalty: 2990.979248
	Iteration 20F: 3 clusters Score -1209555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1209597.125000 Penalty: 2990.979248
	Iteration 21Q: 3 clusters Score -1209597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1209631.250000 Penalty: 2990.979248
	Iteration 22Q: 3 clusters Score -1209631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1209645.000000 Penalty: 2990.979248
	Iteration 23Q: 3 clusters Score -1209645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1209656.000000 Penalty: 2990.979248
	Iteration 24Q: 3 clusters Score -1209656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1209656.750000 Penalty: 2990.979248
	Iteration 25Q: 3 clusters Score -1209657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1209658.750000 Penalty: 2990.979248
	Iteration 26Q: 3 clusters Score -1209659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1209664.250000 Penalty: 2990.979248
	Iteration 27Q: 3 clusters Score -1209664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1209665.875000 Penalty: 2990.979248
	Iteration 28Q: 3 clusters Score -1209666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1209669.875000 Penalty: 2990.979248
	Iteration 29Q: 3 clusters Score -1209670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1209675.625000 Penalty: 2990.979248
	Iteration 30Q: 3 clusters Score -1209676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1209682.125000 Penalty: 2990.979248
	Iteration 31Q: 3 clusters Score -1209682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1209680.250000 Penalty: 2990.979248
	Iteration 32Q: 3 clusters Score -1209680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1209681.500000 Penalty: 2990.979248
	Iteration 33Q: 3 clusters Score -1209682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1209683.250000 Penalty: 2990.979248
	Iteration 34Q: 3 clusters Score -1209683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1209683.875000 Penalty: 2990.979248
	Iteration 35Q: 3 clusters Score -1209684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1209683.875000 Penalty: 2990.979248
	Iteration 36Q: 3 clusters Score -1209684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1209684.500000 Penalty: 2990.979248
	Iteration 37Q: 3 clusters Score -1209684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1209684.500000 Penalty: 2990.979248
	Iteration 38F: 3 clusters Score -1209684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (132682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132682 members 
Entering Unmasked Estep 
Score: -16967368.000000 Penalty: 1916.802979
	Iteration 0F: 2 clusters Score -1.696737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -16886604.000000 Penalty: 3833.605957
	Iteration 0F: 3 clusters Score -1.68866e+07 nChanged 64071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -16924154.000000 Penalty: 3833.605957
	Iteration 1F: 3 clusters Score -1.692415e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -16924938.000000 Penalty: 3833.605957
	Iteration 2Q: 3 clusters Score -1.692494e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71441 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -16926104.000000 Penalty: 3833.605957
	Iteration 3Q: 3 clusters Score -1.69261e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -16927830.000000 Penalty: 3833.605957
	Iteration 4Q: 3 clusters Score -1.692783e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76884 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -16930370.000000 Penalty: 3833.605957
	Iteration 5Q: 3 clusters Score -1.693037e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -16934010.000000 Penalty: 3833.605957
	Iteration 6F: 3 clusters Score -1.693401e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -16938576.000000 Penalty: 3833.605957
	Iteration 7F: 3 clusters Score -1.693858e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -16943778.000000 Penalty: 3833.605957
	Iteration 8F: 3 clusters Score -1.694378e+07 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101131 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -16948988.000000 Penalty: 3833.605957
	Iteration 9F: 3 clusters Score -1.694899e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107802 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -16953874.000000 Penalty: 3833.605957
	Iteration 10F: 3 clusters Score -1.695387e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113549 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -16959262.000000 Penalty: 3833.605957
	Iteration 11Q: 3 clusters Score -1.695926e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118629 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -16962788.000000 Penalty: 3833.605957
	Iteration 12Q: 3 clusters Score -1.696279e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122977 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -16965094.000000 Penalty: 3833.605957
	Iteration 13Q: 3 clusters Score -1.696509e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126394 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -16966158.000000 Penalty: 3833.605957
	Iteration 14Q: 3 clusters Score -1.696616e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128752 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -16966592.000000 Penalty: 3833.605957
	Iteration 15Q: 3 clusters Score -1.696659e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130239 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -16966492.000000 Penalty: 3833.605957
	Iteration 16Q: 3 clusters Score -1.696649e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131065 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -16966448.000000 Penalty: 3833.605957
	Iteration 17Q: 3 clusters Score -1.696645e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131524 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -16966344.000000 Penalty: 3833.605957
	Iteration 18Q: 3 clusters Score -1.696634e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131770 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -16966300.000000 Penalty: 3833.605957
	Iteration 19Q: 3 clusters Score -1.69663e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131907 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -16966288.000000 Penalty: 3833.605957
	Iteration 20F: 3 clusters Score -1.696629e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131977 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -16966270.000000 Penalty: 3833.605957
	Iteration 21Q: 3 clusters Score -1.696627e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132035 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -16966284.000000 Penalty: 3833.605957
	Iteration 22Q: 3 clusters Score -1.696628e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132072 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -16966288.000000 Penalty: 3833.605957
	Iteration 23Q: 3 clusters Score -1.696629e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132109 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -16966302.000000 Penalty: 3833.605957
	Iteration 24Q: 3 clusters Score -1.69663e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132134 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -16966316.000000 Penalty: 3833.605957
	Iteration 25Q: 3 clusters Score -1.696632e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132148 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -16966288.000000 Penalty: 3833.605957
	Iteration 26Q: 3 clusters Score -1.696629e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132162 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -16966288.000000 Penalty: 3833.605957
	Iteration 27Q: 3 clusters Score -1.696629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132167 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -16966304.000000 Penalty: 3833.605957
	Iteration 28Q: 3 clusters Score -1.69663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132170 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -16966298.000000 Penalty: 3833.605957
	Iteration 29Q: 3 clusters Score -1.69663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132172 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -16966304.000000 Penalty: 3833.605957
	Iteration 30Q: 3 clusters Score -1.69663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132173 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -16966294.000000 Penalty: 3833.605957
	Iteration 31Q: 3 clusters Score -1.696629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132175 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -16966292.000000 Penalty: 3833.605957
	Iteration 32Q: 3 clusters Score -1.696629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132175 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -16966292.000000 Penalty: 3833.605957
	Iteration 33F: 3 clusters Score -1.696629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -458386.281250 Penalty: 1353.647827
	Iteration 0F: 2 clusters Score -458386.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -454976.375000 Penalty: 2707.295654
	Iteration 0F: 3 clusters Score -454976.4 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -455879.312500 Penalty: 2707.295654
	Iteration 1F: 3 clusters Score -455879.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -456170.000000 Penalty: 2707.295654
	Iteration 2F: 3 clusters Score -456170 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -456386.906250 Penalty: 2707.295654
	Iteration 3F: 3 clusters Score -456386.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -456625.750000 Penalty: 2707.295654
	Iteration 4F: 3 clusters Score -456625.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -456835.093750 Penalty: 2707.295654
	Iteration 5F: 3 clusters Score -456835.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -457009.781250 Penalty: 2707.295654
	Iteration 6F: 3 clusters Score -457009.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -457141.187500 Penalty: 2707.295654
	Iteration 7Q: 3 clusters Score -457141.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -457249.843750 Penalty: 2707.295654
	Iteration 8Q: 3 clusters Score -457249.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -457326.843750 Penalty: 2707.295654
	Iteration 9Q: 3 clusters Score -457326.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -457370.312500 Penalty: 2707.295654
	Iteration 10Q: 3 clusters Score -457370.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -457396.906250 Penalty: 2707.295654
	Iteration 11Q: 3 clusters Score -457396.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -457414.500000 Penalty: 2707.295654
	Iteration 12Q: 3 clusters Score -457414.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -457434.906250 Penalty: 2707.295654
	Iteration 13Q: 3 clusters Score -457434.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -457452.062500 Penalty: 2707.295654
	Iteration 14Q: 3 clusters Score -457452.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -457461.968750 Penalty: 2707.295654
	Iteration 15Q: 3 clusters Score -457462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -457472.750000 Penalty: 2707.295654
	Iteration 16Q: 3 clusters Score -457472.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -457479.750000 Penalty: 2707.295654
	Iteration 17Q: 3 clusters Score -457479.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -457484.250000 Penalty: 2707.295654
	Iteration 18Q: 3 clusters Score -457484.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -457490.218750 Penalty: 2707.295654
	Iteration 19Q: 3 clusters Score -457490.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -457494.937500 Penalty: 2707.295654
	Iteration 20F: 3 clusters Score -457494.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -457497.250000 Penalty: 2707.295654
	Iteration 21Q: 3 clusters Score -457497.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -457499.000000 Penalty: 2707.295654
	Iteration 22Q: 3 clusters Score -457499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -457500.812500 Penalty: 2707.295654
	Iteration 23Q: 3 clusters Score -457500.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -457502.218750 Penalty: 2707.295654
	Iteration 24Q: 3 clusters Score -457502.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -457503.406250 Penalty: 2707.295654
	Iteration 25Q: 3 clusters Score -457503.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -457503.687500 Penalty: 2707.295654
	Iteration 26Q: 3 clusters Score -457503.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -457505.312500 Penalty: 2707.295654
	Iteration 27Q: 3 clusters Score -457505.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -457506.343750 Penalty: 2707.295654
	Iteration 28Q: 3 clusters Score -457506.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -457506.812500 Penalty: 2707.295654
	Iteration 29Q: 3 clusters Score -457506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -457507.250000 Penalty: 2707.295654
	Iteration 30Q: 3 clusters Score -457507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -457507.781250 Penalty: 2707.295654
	Iteration 31Q: 3 clusters Score -457507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -457508.812500 Penalty: 2707.295654
	Iteration 32Q: 3 clusters Score -457508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -457508.843750 Penalty: 2707.295654
	Iteration 33Q: 3 clusters Score -457508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -457510.562500 Penalty: 2707.295654
	Iteration 34Q: 3 clusters Score -457510.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -457511.500000 Penalty: 2707.295654
	Iteration 35Q: 3 clusters Score -457511.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -457513.062500 Penalty: 2707.295654
	Iteration 36Q: 3 clusters Score -457513.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -457512.593750 Penalty: 2707.295654
	Iteration 37Q: 3 clusters Score -457512.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -457514.156250 Penalty: 2707.295654
	Iteration 38Q: 3 clusters Score -457514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -457515.312500 Penalty: 2707.295654
	Iteration 39Q: 3 clusters Score -457515.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -457515.718750 Penalty: 2707.295654
	Iteration 40F: 3 clusters Score -457515.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -457516.125000 Penalty: 2707.295654
	Iteration 41Q: 3 clusters Score -457516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -457516.750000 Penalty: 2707.295654
	Iteration 42Q: 3 clusters Score -457516.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -457516.750000 Penalty: 2707.295654
	Iteration 43F: 3 clusters Score -457516.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Entering Unmasked Estep 
Score: -848419.062500 Penalty: 1433.003418
	Iteration 0F: 2 clusters Score -848419.1 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 3406 members 
Entering Unmasked Estep 
Score: -843283.000000 Penalty: 2866.006836
	Iteration 0F: 3 clusters Score -843283 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -844802.562500 Penalty: 2866.006836
	Iteration 1F: 3 clusters Score -844802.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -845022.625000 Penalty: 2866.006836
	Iteration 2F: 3 clusters Score -845022.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -845212.312500 Penalty: 2866.006836
	Iteration 3F: 3 clusters Score -845212.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -845412.375000 Penalty: 2866.006836
	Iteration 4F: 3 clusters Score -845412.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -845612.500000 Penalty: 2866.006836
	Iteration 5Q: 3 clusters Score -845612.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -845811.187500 Penalty: 2866.006836
	Iteration 6Q: 3 clusters Score -845811.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -845983.312500 Penalty: 2866.006836
	Iteration 7Q: 3 clusters Score -845983.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -846133.250000 Penalty: 2866.006836
	Iteration 8Q: 3 clusters Score -846133.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -846279.000000 Penalty: 2866.006836
	Iteration 9Q: 3 clusters Score -846279 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -846414.625000 Penalty: 2866.006836
	Iteration 10Q: 3 clusters Score -846414.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -846550.375000 Penalty: 2866.006836
	Iteration 11Q: 3 clusters Score -846550.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -846711.562500 Penalty: 2866.006836
	Iteration 12Q: 3 clusters Score -846711.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -846846.312500 Penalty: 2866.006836
	Iteration 13Q: 3 clusters Score -846846.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -846958.437500 Penalty: 2866.006836
	Iteration 14Q: 3 clusters Score -846958.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -847059.250000 Penalty: 2866.006836
	Iteration 15Q: 3 clusters Score -847059.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -847134.375000 Penalty: 2866.006836
	Iteration 16Q: 3 clusters Score -847134.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -847207.375000 Penalty: 2866.006836
	Iteration 17Q: 3 clusters Score -847207.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -847279.187500 Penalty: 2866.006836
	Iteration 18Q: 3 clusters Score -847279.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -847327.187500 Penalty: 2866.006836
	Iteration 19Q: 3 clusters Score -847327.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -847351.812500 Penalty: 2866.006836
	Iteration 20F: 3 clusters Score -847351.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -847383.187500 Penalty: 2866.006836
	Iteration 21Q: 3 clusters Score -847383.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -847418.937500 Penalty: 2866.006836
	Iteration 22Q: 3 clusters Score -847418.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -847453.875000 Penalty: 2866.006836
	Iteration 23Q: 3 clusters Score -847453.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -847473.875000 Penalty: 2866.006836
	Iteration 24Q: 3 clusters Score -847473.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -847486.000000 Penalty: 2866.006836
	Iteration 25Q: 3 clusters Score -847486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -847497.937500 Penalty: 2866.006836
	Iteration 26Q: 3 clusters Score -847497.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -847511.687500 Penalty: 2866.006836
	Iteration 27Q: 3 clusters Score -847511.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -847522.500000 Penalty: 2866.006836
	Iteration 28Q: 3 clusters Score -847522.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -847537.625000 Penalty: 2866.006836
	Iteration 29Q: 3 clusters Score -847537.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -847546.750000 Penalty: 2866.006836
	Iteration 30Q: 3 clusters Score -847546.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -847565.000000 Penalty: 2866.006836
	Iteration 31Q: 3 clusters Score -847565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -847586.375000 Penalty: 2866.006836
	Iteration 32Q: 3 clusters Score -847586.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -847615.125000 Penalty: 2866.006836
	Iteration 33Q: 3 clusters Score -847615.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -847633.437500 Penalty: 2866.006836
	Iteration 34Q: 3 clusters Score -847633.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -847642.875000 Penalty: 2866.006836
	Iteration 35Q: 3 clusters Score -847642.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -847652.187500 Penalty: 2866.006836
	Iteration 36Q: 3 clusters Score -847652.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -847656.250000 Penalty: 2866.006836
	Iteration 37Q: 3 clusters Score -847656.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -847660.437500 Penalty: 2866.006836
	Iteration 38Q: 3 clusters Score -847660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -847661.812500 Penalty: 2866.006836
	Iteration 39Q: 3 clusters Score -847661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -847666.062500 Penalty: 2866.006836
	Iteration 40F: 3 clusters Score -847666.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -847668.187500 Penalty: 2866.006836
	Iteration 41Q: 3 clusters Score -847668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -847671.250000 Penalty: 2866.006836
	Iteration 42Q: 3 clusters Score -847671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -847670.937500 Penalty: 2866.006836
	Iteration 43Q: 3 clusters Score -847670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -847672.750000 Penalty: 2866.006836
	Iteration 44Q: 3 clusters Score -847672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -847672.750000 Penalty: 2866.006836
	Iteration 45F: 3 clusters Score -847672.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Entering Unmasked Estep 
Score: -916117.625000 Penalty: 1444.714111
	Iteration 0F: 2 clusters Score -916117.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -910751.000000 Penalty: 2889.428223
	Iteration 0F: 3 clusters Score -910751 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -912404.687500 Penalty: 2889.428223
	Iteration 1F: 3 clusters Score -912404.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -912860.000000 Penalty: 2889.428223
	Iteration 2F: 3 clusters Score -912860 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -913433.062500 Penalty: 2889.428223
	Iteration 3F: 3 clusters Score -913433.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -914048.500000 Penalty: 2889.428223
	Iteration 4F: 3 clusters Score -914048.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -914528.562500 Penalty: 2889.428223
	Iteration 5F: 3 clusters Score -914528.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -914840.375000 Penalty: 2889.428223
	Iteration 6F: 3 clusters Score -914840.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -915009.937500 Penalty: 2889.428223
	Iteration 7Q: 3 clusters Score -915009.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -915118.000000 Penalty: 2889.428223
	Iteration 8Q: 3 clusters Score -915118 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -915197.562500 Penalty: 2889.428223
	Iteration 9Q: 3 clusters Score -915197.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -915265.375000 Penalty: 2889.428223
	Iteration 10Q: 3 clusters Score -915265.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -915318.875000 Penalty: 2889.428223
	Iteration 11Q: 3 clusters Score -915318.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -915364.062500 Penalty: 2889.428223
	Iteration 12Q: 3 clusters Score -915364.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -915397.812500 Penalty: 2889.428223
	Iteration 13Q: 3 clusters Score -915397.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -915427.750000 Penalty: 2889.428223
	Iteration 14Q: 3 clusters Score -915427.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -915455.625000 Penalty: 2889.428223
	Iteration 15Q: 3 clusters Score -915455.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -915480.375000 Penalty: 2889.428223
	Iteration 16Q: 3 clusters Score -915480.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -915501.375000 Penalty: 2889.428223
	Iteration 17Q: 3 clusters Score -915501.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -915519.625000 Penalty: 2889.428223
	Iteration 18Q: 3 clusters Score -915519.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -915543.312500 Penalty: 2889.428223
	Iteration 19Q: 3 clusters Score -915543.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -915560.312500 Penalty: 2889.428223
	Iteration 20F: 3 clusters Score -915560.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -915568.187500 Penalty: 2889.428223
	Iteration 21Q: 3 clusters Score -915568.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -915576.812500 Penalty: 2889.428223
	Iteration 22Q: 3 clusters Score -915576.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -915581.187500 Penalty: 2889.428223
	Iteration 23Q: 3 clusters Score -915581.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -915588.875000 Penalty: 2889.428223
	Iteration 24Q: 3 clusters Score -915588.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -915591.562500 Penalty: 2889.428223
	Iteration 25Q: 3 clusters Score -915591.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -915595.437500 Penalty: 2889.428223
	Iteration 26Q: 3 clusters Score -915595.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -915599.750000 Penalty: 2889.428223
	Iteration 27Q: 3 clusters Score -915599.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -915603.375000 Penalty: 2889.428223
	Iteration 28Q: 3 clusters Score -915603.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -915605.937500 Penalty: 2889.428223
	Iteration 29Q: 3 clusters Score -915605.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -915607.937500 Penalty: 2889.428223
	Iteration 30Q: 3 clusters Score -915607.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -915609.250000 Penalty: 2889.428223
	Iteration 31Q: 3 clusters Score -915609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -915610.562500 Penalty: 2889.428223
	Iteration 32Q: 3 clusters Score -915610.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -915609.437500 Penalty: 2889.428223
	Iteration 33Q: 3 clusters Score -915609.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -915608.250000 Penalty: 2889.428223
	Iteration 34Q: 3 clusters Score -915608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -915608.562500 Penalty: 2889.428223
	Iteration 35Q: 3 clusters Score -915608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -915608.562500 Penalty: 2889.428223
	Iteration 36F: 3 clusters Score -915608.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (89088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89088 members 
Entering Unmasked Estep 
Score: -10570277.000000 Penalty: 1852.074219
	Iteration 0F: 2 clusters Score -1.057028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -10510717.000000 Penalty: 3704.148438
	Iteration 0F: 3 clusters Score -1.051072e+07 nChanged 42574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -10535849.000000 Penalty: 3704.148438
	Iteration 1F: 3 clusters Score -1.053585e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -10537589.000000 Penalty: 3704.148438
	Iteration 2Q: 3 clusters Score -1.053759e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -10539719.000000 Penalty: 3704.148438
	Iteration 3F: 3 clusters Score -1.053972e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -10542656.000000 Penalty: 3704.148438
	Iteration 4F: 3 clusters Score -1.054266e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -10546057.000000 Penalty: 3704.148438
	Iteration 5F: 3 clusters Score -1.054606e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -10550125.000000 Penalty: 3704.148438
	Iteration 6F: 3 clusters Score -1.055012e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -10554165.000000 Penalty: 3704.148438
	Iteration 7F: 3 clusters Score -1.055416e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67614 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -10557249.000000 Penalty: 3704.148438
	Iteration 8Q: 3 clusters Score -1.055725e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -10559342.000000 Penalty: 3704.148438
	Iteration 9Q: 3 clusters Score -1.055934e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -10560708.000000 Penalty: 3704.148438
	Iteration 10Q: 3 clusters Score -1.056071e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -10561644.000000 Penalty: 3704.148438
	Iteration 11Q: 3 clusters Score -1.056164e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75752 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -10562465.000000 Penalty: 3704.148438
	Iteration 12Q: 3 clusters Score -1.056246e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -10563311.000000 Penalty: 3704.148438
	Iteration 13Q: 3 clusters Score -1.056331e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -10564228.000000 Penalty: 3704.148438
	Iteration 14Q: 3 clusters Score -1.056423e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80554 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -10564972.000000 Penalty: 3704.148438
	Iteration 15Q: 3 clusters Score -1.056497e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -10565669.000000 Penalty: 3704.148438
	Iteration 16Q: 3 clusters Score -1.056567e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82960 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -10566334.000000 Penalty: 3704.148438
	Iteration 17Q: 3 clusters Score -1.056633e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83905 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -10566884.000000 Penalty: 3704.148438
	Iteration 18Q: 3 clusters Score -1.056688e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -10567245.000000 Penalty: 3704.148438
	Iteration 19Q: 3 clusters Score -1.056724e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85410 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -10567655.000000 Penalty: 3704.148438
	Iteration 20F: 3 clusters Score -1.056766e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85986 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -10567961.000000 Penalty: 3704.148438
	Iteration 21Q: 3 clusters Score -1.056796e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86423 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -10568154.000000 Penalty: 3704.148438
	Iteration 22Q: 3 clusters Score -1.056815e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86750 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -10568303.000000 Penalty: 3704.148438
	Iteration 23Q: 3 clusters Score -1.05683e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86998 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -10568448.000000 Penalty: 3704.148438
	Iteration 24Q: 3 clusters Score -1.056845e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -10568565.000000 Penalty: 3704.148438
	Iteration 25Q: 3 clusters Score -1.056856e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -10568652.000000 Penalty: 3704.148438
	Iteration 26Q: 3 clusters Score -1.056865e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -10568709.000000 Penalty: 3704.148438
	Iteration 27Q: 3 clusters Score -1.056871e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -10568772.000000 Penalty: 3704.148438
	Iteration 28Q: 3 clusters Score -1.056877e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87678 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -10568780.000000 Penalty: 3704.148438
	Iteration 29Q: 3 clusters Score -1.056878e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87760 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -10568838.000000 Penalty: 3704.148438
	Iteration 30Q: 3 clusters Score -1.056884e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -10568853.000000 Penalty: 3704.148438
	Iteration 31Q: 3 clusters Score -1.056885e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87869 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -10568888.000000 Penalty: 3704.148438
	Iteration 32Q: 3 clusters Score -1.056889e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87904 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -10568908.000000 Penalty: 3704.148438
	Iteration 33Q: 3 clusters Score -1.056891e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -10568939.000000 Penalty: 3704.148438
	Iteration 34Q: 3 clusters Score -1.056894e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87965 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10568969.000000 Penalty: 3704.148438
	Iteration 35Q: 3 clusters Score -1.056897e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87984 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -10568963.000000 Penalty: 3704.148438
	Iteration 36Q: 3 clusters Score -1.056896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -10568957.000000 Penalty: 3704.148438
	Iteration 37Q: 3 clusters Score -1.056896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -10568956.000000 Penalty: 3704.148438
	Iteration 38Q: 3 clusters Score -1.056896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -10568964.000000 Penalty: 3704.148438
	Iteration 39Q: 3 clusters Score -1.056896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88023 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -10568958.000000 Penalty: 3704.148438
	Iteration 40F: 3 clusters Score -1.056896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88027 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -10568956.000000 Penalty: 3704.148438
	Iteration 41Q: 3 clusters Score -1.056896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88032 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -10568951.000000 Penalty: 3704.148438
	Iteration 42Q: 3 clusters Score -1.056895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10568961.000000 Penalty: 3704.148438
	Iteration 43Q: 3 clusters Score -1.056896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10568965.000000 Penalty: 3704.148438
	Iteration 44Q: 3 clusters Score -1.056896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10568973.000000 Penalty: 3704.148438
	Iteration 45Q: 3 clusters Score -1.056897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10568973.000000 Penalty: 3704.148438
	Iteration 46Q: 3 clusters Score -1.056897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -10568975.000000 Penalty: 3704.148438
	Iteration 47Q: 3 clusters Score -1.056898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88054 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10568984.000000 Penalty: 3704.148438
	Iteration 48Q: 3 clusters Score -1.056898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -10568990.000000 Penalty: 3704.148438
	Iteration 49Q: 3 clusters Score -1.056899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88064 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10569000.000000 Penalty: 3704.148438
	Iteration 50Q: 3 clusters Score -1.0569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88067 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10568990.000000 Penalty: 3704.148438
	Iteration 51Q: 3 clusters Score -1.056899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88069 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -10568987.000000 Penalty: 3704.148438
	Iteration 52Q: 3 clusters Score -1.056899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10568990.000000 Penalty: 3704.148438
	Iteration 53Q: 3 clusters Score -1.056899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10568990.000000 Penalty: 3704.148438
	Iteration 54Q: 3 clusters Score -1.056899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88066 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -10568989.000000 Penalty: 3704.148438
	Iteration 55Q: 3 clusters Score -1.056899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88065 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10568998.000000 Penalty: 3704.148438
	Iteration 56Q: 3 clusters Score -1.0569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88070 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -10568998.000000 Penalty: 3704.148438
	Iteration 57Q: 3 clusters Score -1.0569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10568994.000000 Penalty: 3704.148438
	Iteration 58Q: 3 clusters Score -1.056899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10568997.000000 Penalty: 3704.148438
	Iteration 59Q: 3 clusters Score -1.0569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10568993.000000 Penalty: 3704.148438
	Iteration 60F: 3 clusters Score -1.056899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10568995.000000 Penalty: 3704.148438
	Iteration 61Q: 3 clusters Score -1.0569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -10569000.000000 Penalty: 3704.148438
	Iteration 62Q: 3 clusters Score -1.0569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88083 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10569012.000000 Penalty: 3704.148438
	Iteration 63Q: 3 clusters Score -1.056901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88086 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10569003.000000 Penalty: 3704.148438
	Iteration 64Q: 3 clusters Score -1.0569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88087 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -10569003.000000 Penalty: 3704.148438
	Iteration 65Q: 3 clusters Score -1.0569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88087 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -10569003.000000 Penalty: 3704.148438
	Iteration 66F: 3 clusters Score -1.0569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Entering Unmasked Estep 
Score: -530962.812500 Penalty: 1375.331909
	Iteration 0F: 2 clusters Score -530962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -527119.312500 Penalty: 2750.663818
	Iteration 0F: 3 clusters Score -527119.3 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -528354.000000 Penalty: 2750.663818
	Iteration 1F: 3 clusters Score -528354 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -528672.937500 Penalty: 2750.663818
	Iteration 2F: 3 clusters Score -528672.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -528909.875000 Penalty: 2750.663818
	Iteration 3F: 3 clusters Score -528909.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -529133.062500 Penalty: 2750.663818
	Iteration 4F: 3 clusters Score -529133.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -529294.375000 Penalty: 2750.663818
	Iteration 5F: 3 clusters Score -529294.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -529419.812500 Penalty: 2750.663818
	Iteration 6Q: 3 clusters Score -529419.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -529538.875000 Penalty: 2750.663818
	Iteration 7Q: 3 clusters Score -529538.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -529633.375000 Penalty: 2750.663818
	Iteration 8Q: 3 clusters Score -529633.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -529695.062500 Penalty: 2750.663818
	Iteration 9Q: 3 clusters Score -529695.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -529736.000000 Penalty: 2750.663818
	Iteration 10Q: 3 clusters Score -529736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -529761.937500 Penalty: 2750.663818
	Iteration 11Q: 3 clusters Score -529761.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -529779.312500 Penalty: 2750.663818
	Iteration 12Q: 3 clusters Score -529779.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -529791.187500 Penalty: 2750.663818
	Iteration 13Q: 3 clusters Score -529791.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -529806.312500 Penalty: 2750.663818
	Iteration 14Q: 3 clusters Score -529806.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -529818.187500 Penalty: 2750.663818
	Iteration 15Q: 3 clusters Score -529818.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -529830.125000 Penalty: 2750.663818
	Iteration 16Q: 3 clusters Score -529830.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -529836.750000 Penalty: 2750.663818
	Iteration 17Q: 3 clusters Score -529836.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -529839.500000 Penalty: 2750.663818
	Iteration 18Q: 3 clusters Score -529839.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -529841.250000 Penalty: 2750.663818
	Iteration 19Q: 3 clusters Score -529841.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -529843.812500 Penalty: 2750.663818
	Iteration 20F: 3 clusters Score -529843.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -529844.562500 Penalty: 2750.663818
	Iteration 21Q: 3 clusters Score -529844.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -529845.875000 Penalty: 2750.663818
	Iteration 22Q: 3 clusters Score -529845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -529846.625000 Penalty: 2750.663818
	Iteration 23Q: 3 clusters Score -529846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -529848.062500 Penalty: 2750.663818
	Iteration 24Q: 3 clusters Score -529848.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -529849.062500 Penalty: 2750.663818
	Iteration 25Q: 3 clusters Score -529849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -529849.375000 Penalty: 2750.663818
	Iteration 26Q: 3 clusters Score -529849.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -529849.187500 Penalty: 2750.663818
	Iteration 27Q: 3 clusters Score -529849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -529848.750000 Penalty: 2750.663818
	Iteration 28Q: 3 clusters Score -529848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -529848.937500 Penalty: 2750.663818
	Iteration 29Q: 3 clusters Score -529848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -529848.937500 Penalty: 2750.663818
	Iteration 30F: 3 clusters Score -529848.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -278954.281250 Penalty: 1268.257202
	Iteration 0F: 2 clusters Score -278954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -276617.500000 Penalty: 2536.514404
	Iteration 0F: 3 clusters Score -276617.5 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -277231.187500 Penalty: 2536.514404
	Iteration 1F: 3 clusters Score -277231.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -277434.125000 Penalty: 2536.514404
	Iteration 2F: 3 clusters Score -277434.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -277663.218750 Penalty: 2536.514404
	Iteration 3F: 3 clusters Score -277663.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -277800.156250 Penalty: 2536.514404
	Iteration 4F: 3 clusters Score -277800.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -277896.406250 Penalty: 2536.514404
	Iteration 5Q: 3 clusters Score -277896.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -277975.187500 Penalty: 2536.514404
	Iteration 6Q: 3 clusters Score -277975.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -278042.343750 Penalty: 2536.514404
	Iteration 7Q: 3 clusters Score -278042.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -278108.843750 Penalty: 2536.514404
	Iteration 8Q: 3 clusters Score -278108.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -278174.093750 Penalty: 2536.514404
	Iteration 9Q: 3 clusters Score -278174.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -278221.906250 Penalty: 2536.514404
	Iteration 10Q: 3 clusters Score -278221.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -278256.250000 Penalty: 2536.514404
	Iteration 11Q: 3 clusters Score -278256.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -278274.031250 Penalty: 2536.514404
	Iteration 12Q: 3 clusters Score -278274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -278294.031250 Penalty: 2536.514404
	Iteration 13Q: 3 clusters Score -278294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -278303.218750 Penalty: 2536.514404
	Iteration 14Q: 3 clusters Score -278303.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -278308.468750 Penalty: 2536.514404
	Iteration 15Q: 3 clusters Score -278308.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -278310.718750 Penalty: 2536.514404
	Iteration 16Q: 3 clusters Score -278310.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -278312.468750 Penalty: 2536.514404
	Iteration 17Q: 3 clusters Score -278312.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -278315.125000 Penalty: 2536.514404
	Iteration 18Q: 3 clusters Score -278315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -278316.687500 Penalty: 2536.514404
	Iteration 19Q: 3 clusters Score -278316.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -278319.125000 Penalty: 2536.514404
	Iteration 20F: 3 clusters Score -278319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -278324.343750 Penalty: 2536.514404
	Iteration 21Q: 3 clusters Score -278324.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -278328.625000 Penalty: 2536.514404
	Iteration 22Q: 3 clusters Score -278328.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -278334.531250 Penalty: 2536.514404
	Iteration 23Q: 3 clusters Score -278334.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -278341.062500 Penalty: 2536.514404
	Iteration 24Q: 3 clusters Score -278341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -278347.218750 Penalty: 2536.514404
	Iteration 25Q: 3 clusters Score -278347.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -278350.812500 Penalty: 2536.514404
	Iteration 26Q: 3 clusters Score -278350.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -278351.593750 Penalty: 2536.514404
	Iteration 27Q: 3 clusters Score -278351.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -278352.562500 Penalty: 2536.514404
	Iteration 28Q: 3 clusters Score -278352.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -278355.656250 Penalty: 2536.514404
	Iteration 29Q: 3 clusters Score -278355.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -278356.843750 Penalty: 2536.514404
	Iteration 30Q: 3 clusters Score -278356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -278358.906250 Penalty: 2536.514404
	Iteration 31Q: 3 clusters Score -278358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -278359.281250 Penalty: 2536.514404
	Iteration 32Q: 3 clusters Score -278359.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -278359.718750 Penalty: 2536.514404
	Iteration 33Q: 3 clusters Score -278359.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -278359.718750 Penalty: 2536.514404
	Iteration 34F: 3 clusters Score -278359.7 nChanged 0
21->32 Clusters: Score -108942664.000000, best is -108959680.000000

Starting from 22 clusters...
--- Clustering full data set of 884875 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 41907 members 
Mstep: Class 3 contains 41908 members 
Mstep: Class 4 contains 42194 members 
Mstep: Class 5 contains 42102 members 
Mstep: Class 6 contains 42184 members 
Mstep: Class 7 contains 42101 members 
Mstep: Class 8 contains 41718 members 
Mstep: Class 9 contains 42686 members 
Mstep: Class 10 contains 41957 members 
Mstep: Class 11 contains 42081 members 
Mstep: Class 12 contains 42325 members 
Mstep: Class 13 contains 42700 members 
Mstep: Class 14 contains 42125 members 
Mstep: Class 15 contains 42361 members 
Mstep: Class 16 contains 42117 members 
Mstep: Class 17 contains 42051 members 
Mstep: Class 18 contains 41921 members 
Mstep: Class 19 contains 42048 members 
Mstep: Class 20 contains 42261 members 
Mstep: Class 21 contains 42128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105159056.000000 Penalty: 46728.050781
Iteration 0F: 22 clusters Score -1.051591e+08 nChanged 842468
Entering Unmasked Mstep 
Mstep: Class 0 contains 776 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 20622 members 
Mstep: Class 3 contains 6653 members 
Mstep: Class 4 contains 7810 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 17080 members 
Mstep: Class 7 contains 91158 members 
Mstep: Class 8 contains 4954 members 
Mstep: Class 9 contains 8687 members 
Mstep: Class 10 contains 23093 members 
Mstep: Class 11 contains 46003 members 
Mstep: Class 12 contains 97450 members 
Mstep: Class 13 contains 10643 members 
Mstep: Class 14 contains 24776 members 
Mstep: Class 15 contains 26084 members 
Mstep: Class 16 contains 29256 members 
Mstep: Class 17 contains 23236 members 
Mstep: Class 18 contains 8849 members 
Mstep: Class 19 contains 11535 members 
Mstep: Class 20 contains 384260 members 
Mstep: Class 21 contains 16989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106953816.000000 Penalty: 46728.050781
Iteration 1F: 22 clusters Score -1.069538e+08 nChanged 312800
Entering Unmasked Mstep 
Mstep: Class 0 contains 645 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 23216 members 
Mstep: Class 3 contains 5430 members 
Mstep: Class 4 contains 6203 members 
Mstep: Class 5 contains 12788 members 
Mstep: Class 6 contains 12823 members 
Mstep: Class 7 contains 147253 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 7324 members 
Mstep: Class 10 contains 17906 members 
Mstep: Class 11 contains 51079 members 
Mstep: Class 12 contains 153887 members 
Mstep: Class 13 contains 7478 members 
Mstep: Class 14 contains 18404 members 
Mstep: Class 15 contains 17470 members 
Mstep: Class 16 contains 27121 members 
Mstep: Class 17 contains 22437 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 10844 members 
Mstep: Class 20 contains 307638 members 
Mstep: Class 21 contains 9583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -107483712.000000 Penalty: 46728.050781
Iteration 2F: 22 clusters Score -1.074837e+08 nChanged 224502
Entering Unmasked Mstep 
Mstep: Class 0 contains 576 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 24785 members 
Mstep: Class 3 contains 4619 members 
Mstep: Class 4 contains 6479 members 
Mstep: Class 5 contains 13315 members 
Mstep: Class 6 contains 11525 members 
Mstep: Class 7 contains 202947 members 
Mstep: Class 8 contains 6843 members 
Mstep: Class 9 contains 7016 members 
Mstep: Class 10 contains 16268 members 
Mstep: Class 11 contains 50450 members 
Mstep: Class 12 contains 201551 members 
Mstep: Class 13 contains 4595 members 
Mstep: Class 14 contains 14093 members 
Mstep: Class 15 contains 13656 members 
Mstep: Class 16 contains 26678 members 
Mstep: Class 17 contains 24430 members 
Mstep: Class 18 contains 4414 members 
Mstep: Class 19 contains 12582 members 
Mstep: Class 20 contains 214946 members 
Mstep: Class 21 contains 6790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -107693456.000000 Penalty: 46728.050781
Iteration 3F: 22 clusters Score -1.076935e+08 nChanged 186690
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 29051 members 
Mstep: Class 3 contains 3838 members 
Mstep: Class 4 contains 6757 members 
Mstep: Class 5 contains 12254 members 
Mstep: Class 6 contains 13079 members 
Mstep: Class 7 contains 192432 members 
Mstep: Class 8 contains 7584 members 
Mstep: Class 9 contains 7563 members 
Mstep: Class 10 contains 17524 members 
Mstep: Class 11 contains 55553 members 
Mstep: Class 12 contains 201877 members 
Mstep: Class 13 contains 3756 members 
Mstep: Class 14 contains 12277 members 
Mstep: Class 15 contains 12797 members 
Mstep: Class 16 contains 31553 members 
Mstep: Class 17 contains 28467 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 16121 members 
Mstep: Class 20 contains 202359 members 
Mstep: Class 21 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -107875048.000000 Penalty: 46728.050781
Iteration 4F: 22 clusters Score -1.07875e+08 nChanged 147892
Entering Unmasked Mstep 
Mstep: Class 0 contains 508 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 37166 members 
Mstep: Class 3 contains 3131 members 
Mstep: Class 4 contains 6470 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 16016 members 
Mstep: Class 7 contains 189388 members 
Mstep: Class 8 contains 7797 members 
Mstep: Class 9 contains 8696 members 
Mstep: Class 10 contains 18791 members 
Mstep: Class 11 contains 66761 members 
Mstep: Class 12 contains 188858 members 
Mstep: Class 13 contains 4827 members 
Mstep: Class 14 contains 11183 members 
Mstep: Class 15 contains 12307 members 
Mstep: Class 16 contains 36500 members 
Mstep: Class 17 contains 34188 members 
Mstep: Class 18 contains 3575 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 180338 members 
Mstep: Class 21 contains 7367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108058976.000000 Penalty: 46728.050781
Iteration 5F: 22 clusters Score -1.08059e+08 nChanged 133630
Entering Unmasked Mstep 
Mstep: Class 0 contains 474 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 48523 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 5788 members 
Mstep: Class 5 contains 8477 members 
Mstep: Class 6 contains 19719 members 
Mstep: Class 7 contains 187483 members 
Mstep: Class 8 contains 7932 members 
Mstep: Class 9 contains 10384 members 
Mstep: Class 10 contains 19665 members 
Mstep: Class 11 contains 81920 members 
Mstep: Class 12 contains 167984 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 10114 members 
Mstep: Class 15 contains 11078 members 
Mstep: Class 16 contains 39986 members 
Mstep: Class 17 contains 39597 members 
Mstep: Class 18 contains 3846 members 
Mstep: Class 19 contains 22291 members 
Mstep: Class 20 contains 158812 members 
Mstep: Class 21 contains 8092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108234128.000000 Penalty: 46728.050781
Iteration 6F: 22 clusters Score -1.082341e+08 nChanged 119515
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 58958 members 
Mstep: Class 3 contains 2312 members 
Mstep: Class 4 contains 5182 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 23465 members 
Mstep: Class 7 contains 181335 members 
Mstep: Class 8 contains 7905 members 
Mstep: Class 9 contains 12265 members 
Mstep: Class 10 contains 20298 members 
Mstep: Class 11 contains 97015 members 
Mstep: Class 12 contains 147949 members 
Mstep: Class 13 contains 7905 members 
Mstep: Class 14 contains 9138 members 
Mstep: Class 15 contains 9821 members 
Mstep: Class 16 contains 42972 members 
Mstep: Class 17 contains 44440 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 23464 members 
Mstep: Class 20 contains 143771 members 
Mstep: Class 21 contains 8636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108382096.000000 Penalty: 46728.050781
Iteration 7F: 22 clusters Score -1.083821e+08 nChanged 100325
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 66881 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 4745 members 
Mstep: Class 5 contains 6494 members 
Mstep: Class 6 contains 26456 members 
Mstep: Class 7 contains 169945 members 
Mstep: Class 8 contains 7602 members 
Mstep: Class 9 contains 14112 members 
Mstep: Class 10 contains 20842 members 
Mstep: Class 11 contains 108644 members 
Mstep: Class 12 contains 134234 members 
Mstep: Class 13 contains 7777 members 
Mstep: Class 14 contains 8239 members 
Mstep: Class 15 contains 9093 members 
Mstep: Class 16 contains 45415 members 
Mstep: Class 17 contains 47131 members 
Mstep: Class 18 contains 5468 members 
Mstep: Class 19 contains 23770 members 
Mstep: Class 20 contains 138130 members 
Mstep: Class 21 contains 9351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108472520.000000 Penalty: 46728.050781
Iteration 8F: 22 clusters Score -1.084725e+08 nChanged 79336
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 73422 members 
Mstep: Class 3 contains 2403 members 
Mstep: Class 4 contains 4486 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 28685 members 
Mstep: Class 7 contains 160156 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 15807 members 
Mstep: Class 10 contains 21302 members 
Mstep: Class 11 contains 117829 members 
Mstep: Class 12 contains 125540 members 
Mstep: Class 13 contains 7179 members 
Mstep: Class 14 contains 7422 members 
Mstep: Class 15 contains 8623 members 
Mstep: Class 16 contains 47382 members 
Mstep: Class 17 contains 48143 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 23711 members 
Mstep: Class 20 contains 133257 members 
Mstep: Class 21 contains 10360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108535192.000000 Penalty: 46728.050781
Iteration 9F: 22 clusters Score -1.085352e+08 nChanged 64458
Entering Unmasked Mstep 
Mstep: Class 0 contains 400 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 78706 members 
Mstep: Class 3 contains 2619 members 
Mstep: Class 4 contains 4495 members 
Mstep: Class 5 contains 5214 members 
Mstep: Class 6 contains 30439 members 
Mstep: Class 7 contains 151825 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 17170 members 
Mstep: Class 10 contains 21864 members 
Mstep: Class 11 contains 130037 members 
Mstep: Class 12 contains 116684 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 6889 members 
Mstep: Class 15 contains 8321 members 
Mstep: Class 16 contains 49025 members 
Mstep: Class 17 contains 48462 members 
Mstep: Class 18 contains 7208 members 
Mstep: Class 19 contains 23568 members 
Mstep: Class 20 contains 127141 members 
Mstep: Class 21 contains 11386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108581528.000000 Penalty: 46728.050781
Iteration 10F: 22 clusters Score -1.085815e+08 nChanged 57992
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 82542 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 4640 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 31819 members 
Mstep: Class 7 contains 144957 members 
Mstep: Class 8 contains 5648 members 
Mstep: Class 9 contains 18355 members 
Mstep: Class 10 contains 22584 members 
Mstep: Class 11 contains 143475 members 
Mstep: Class 12 contains 107138 members 
Mstep: Class 13 contains 5626 members 
Mstep: Class 14 contains 6549 members 
Mstep: Class 15 contains 8199 members 
Mstep: Class 16 contains 50111 members 
Mstep: Class 17 contains 48320 members 
Mstep: Class 18 contains 7713 members 
Mstep: Class 19 contains 23565 members 
Mstep: Class 20 contains 122139 members 
Mstep: Class 21 contains 12408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108610456.000000 Penalty: 46728.050781
Iteration 11F: 22 clusters Score -1.086105e+08 nChanged 60749
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 84595 members 
Mstep: Class 3 contains 3362 members 
Mstep: Class 4 contains 5058 members 
Mstep: Class 5 contains 3909 members 
Mstep: Class 6 contains 33027 members 
Mstep: Class 7 contains 139112 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 19482 members 
Mstep: Class 10 contains 23531 members 
Mstep: Class 11 contains 157026 members 
Mstep: Class 12 contains 96517 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 6375 members 
Mstep: Class 15 contains 8198 members 
Mstep: Class 16 contains 50619 members 
Mstep: Class 17 contains 47897 members 
Mstep: Class 18 contains 8055 members 
Mstep: Class 19 contains 23856 members 
Mstep: Class 20 contains 119592 members 
Mstep: Class 21 contains 13323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108621296.000000 Penalty: 46728.050781
Iteration 12F: 22 clusters Score -1.086213e+08 nChanged 57552
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 85915 members 
Mstep: Class 3 contains 3795 members 
Mstep: Class 4 contains 5515 members 
Mstep: Class 5 contains 3247 members 
Mstep: Class 6 contains 34261 members 
Mstep: Class 7 contains 134707 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 20483 members 
Mstep: Class 10 contains 24713 members 
Mstep: Class 11 contains 163322 members 
Mstep: Class 12 contains 87513 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 8249 members 
Mstep: Class 16 contains 51103 members 
Mstep: Class 17 contains 47367 members 
Mstep: Class 18 contains 8387 members 
Mstep: Class 19 contains 24607 members 
Mstep: Class 20 contains 121677 members 
Mstep: Class 21 contains 14288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108630992.000000 Penalty: 46728.050781
Iteration 13F: 22 clusters Score -1.08631e+08 nChanged 46573
Entering Unmasked Mstep 
Mstep: Class 0 contains 363 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 87304 members 
Mstep: Class 3 contains 4167 members 
Mstep: Class 4 contains 5841 members 
Mstep: Class 5 contains 2640 members 
Mstep: Class 6 contains 36008 members 
Mstep: Class 7 contains 131207 members 
Mstep: Class 8 contains 3539 members 
Mstep: Class 9 contains 21467 members 
Mstep: Class 10 contains 25918 members 
Mstep: Class 11 contains 161494 members 
Mstep: Class 12 contains 82626 members 
Mstep: Class 13 contains 3305 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 51461 members 
Mstep: Class 17 contains 46978 members 
Mstep: Class 18 contains 8697 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 126062 members 
Mstep: Class 21 contains 15492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108650792.000000 Penalty: 46728.050781
Iteration 14F: 22 clusters Score -1.086508e+08 nChanged 39291
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 89020 members 
Mstep: Class 3 contains 4488 members 
Mstep: Class 4 contains 6103 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 37867 members 
Mstep: Class 7 contains 127581 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 22365 members 
Mstep: Class 10 contains 26897 members 
Mstep: Class 11 contains 158720 members 
Mstep: Class 12 contains 78990 members 
Mstep: Class 13 contains 2988 members 
Mstep: Class 14 contains 6029 members 
Mstep: Class 15 contains 8494 members 
Mstep: Class 16 contains 51973 members 
Mstep: Class 17 contains 46543 members 
Mstep: Class 18 contains 8940 members 
Mstep: Class 19 contains 25252 members 
Mstep: Class 20 contains 130169 members 
Mstep: Class 21 contains 16817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108670472.000000 Penalty: 46728.050781
Iteration 15Q: 22 clusters Score -1.086705e+08 nChanged 35983
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 90924 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 6335 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 39613 members 
Mstep: Class 7 contains 123641 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 23145 members 
Mstep: Class 10 contains 27795 members 
Mstep: Class 11 contains 156869 members 
Mstep: Class 12 contains 75678 members 
Mstep: Class 13 contains 2831 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 8656 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 46144 members 
Mstep: Class 18 contains 9121 members 
Mstep: Class 19 contains 25049 members 
Mstep: Class 20 contains 133442 members 
Mstep: Class 21 contains 18006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108686784.000000 Penalty: 46728.050781
Iteration 16Q: 22 clusters Score -1.086868e+08 nChanged 33355
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 92992 members 
Mstep: Class 3 contains 4979 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 1608 members 
Mstep: Class 6 contains 41020 members 
Mstep: Class 7 contains 119488 members 
Mstep: Class 8 contains 2244 members 
Mstep: Class 9 contains 23773 members 
Mstep: Class 10 contains 28607 members 
Mstep: Class 11 contains 155865 members 
Mstep: Class 12 contains 72745 members 
Mstep: Class 13 contains 2807 members 
Mstep: Class 14 contains 6239 members 
Mstep: Class 15 contains 8852 members 
Mstep: Class 16 contains 53465 members 
Mstep: Class 17 contains 45824 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 24680 members 
Mstep: Class 20 contains 136090 members 
Mstep: Class 21 contains 19042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108700224.000000 Penalty: 46728.050781
Iteration 17Q: 22 clusters Score -1.087002e+08 nChanged 30484
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 95199 members 
Mstep: Class 3 contains 5168 members 
Mstep: Class 4 contains 6732 members 
Mstep: Class 5 contains 1487 members 
Mstep: Class 6 contains 41948 members 
Mstep: Class 7 contains 115393 members 
Mstep: Class 8 contains 1975 members 
Mstep: Class 9 contains 24280 members 
Mstep: Class 10 contains 29369 members 
Mstep: Class 11 contains 155638 members 
Mstep: Class 12 contains 70326 members 
Mstep: Class 13 contains 2859 members 
Mstep: Class 14 contains 6366 members 
Mstep: Class 15 contains 9057 members 
Mstep: Class 16 contains 54301 members 
Mstep: Class 17 contains 45420 members 
Mstep: Class 18 contains 9229 members 
Mstep: Class 19 contains 24259 members 
Mstep: Class 20 contains 137978 members 
Mstep: Class 21 contains 19794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108713208.000000 Penalty: 46728.050781
Iteration 18Q: 22 clusters Score -1.087132e+08 nChanged 27883
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 97356 members 
Mstep: Class 3 contains 5320 members 
Mstep: Class 4 contains 6826 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 42461 members 
Mstep: Class 7 contains 111199 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 24691 members 
Mstep: Class 10 contains 30173 members 
Mstep: Class 11 contains 155678 members 
Mstep: Class 12 contains 68432 members 
Mstep: Class 13 contains 2900 members 
Mstep: Class 14 contains 6475 members 
Mstep: Class 15 contains 9304 members 
Mstep: Class 16 contains 54947 members 
Mstep: Class 17 contains 45049 members 
Mstep: Class 18 contains 9222 members 
Mstep: Class 19 contains 23922 members 
Mstep: Class 20 contains 140020 members 
Mstep: Class 21 contains 20267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108724824.000000 Penalty: 46728.050781
Iteration 19Q: 22 clusters Score -1.087248e+08 nChanged 26349
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 99471 members 
Mstep: Class 3 contains 5425 members 
Mstep: Class 4 contains 6830 members 
Mstep: Class 5 contains 1346 members 
Mstep: Class 6 contains 42702 members 
Mstep: Class 7 contains 107232 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 24942 members 
Mstep: Class 10 contains 30971 members 
Mstep: Class 11 contains 155797 members 
Mstep: Class 12 contains 67143 members 
Mstep: Class 13 contains 2988 members 
Mstep: Class 14 contains 6586 members 
Mstep: Class 15 contains 9581 members 
Mstep: Class 16 contains 55501 members 
Mstep: Class 17 contains 44614 members 
Mstep: Class 18 contains 9219 members 
Mstep: Class 19 contains 23572 members 
Mstep: Class 20 contains 141765 members 
Mstep: Class 21 contains 20574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108735184.000000 Penalty: 46728.050781
Iteration 20F: 22 clusters Score -1.087352e+08 nChanged 24084
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 101442 members 
Mstep: Class 3 contains 5532 members 
Mstep: Class 4 contains 6737 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 42861 members 
Mstep: Class 7 contains 103797 members 
Mstep: Class 8 contains 1545 members 
Mstep: Class 9 contains 25162 members 
Mstep: Class 10 contains 31757 members 
Mstep: Class 11 contains 155997 members 
Mstep: Class 12 contains 66521 members 
Mstep: Class 13 contains 3095 members 
Mstep: Class 14 contains 6690 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 55750 members 
Mstep: Class 17 contains 44145 members 
Mstep: Class 18 contains 9188 members 
Mstep: Class 19 contains 23268 members 
Mstep: Class 20 contains 142910 members 
Mstep: Class 21 contains 20788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108745936.000000 Penalty: 46728.050781
Iteration 21Q: 22 clusters Score -1.087459e+08 nChanged 21816
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 103256 members 
Mstep: Class 3 contains 5601 members 
Mstep: Class 4 contains 6599 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 6 contains 42913 members 
Mstep: Class 7 contains 101252 members 
Mstep: Class 8 contains 1330 members 
Mstep: Class 9 contains 25376 members 
Mstep: Class 10 contains 32572 members 
Mstep: Class 11 contains 156219 members 
Mstep: Class 12 contains 66310 members 
Mstep: Class 13 contains 3238 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 10035 members 
Mstep: Class 16 contains 55676 members 
Mstep: Class 17 contains 43761 members 
Mstep: Class 18 contains 9167 members 
Mstep: Class 19 contains 23030 members 
Mstep: Class 20 contains 143348 members 
Mstep: Class 21 contains 20934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108754592.000000 Penalty: 46728.050781
Iteration 22Q: 22 clusters Score -1.087546e+08 nChanged 19257
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 104806 members 
Mstep: Class 3 contains 5665 members 
Mstep: Class 4 contains 6449 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 6 contains 42899 members 
Mstep: Class 7 contains 99747 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 25522 members 
Mstep: Class 10 contains 33280 members 
Mstep: Class 11 contains 156486 members 
Mstep: Class 12 contains 66151 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 14 contains 6926 members 
Mstep: Class 15 contains 10277 members 
Mstep: Class 16 contains 55401 members 
Mstep: Class 17 contains 43531 members 
Mstep: Class 18 contains 9126 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 143095 members 
Mstep: Class 21 contains 21008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108761216.000000 Penalty: 46728.050781
Iteration 23Q: 22 clusters Score -1.087612e+08 nChanged 16720
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 106148 members 
Mstep: Class 3 contains 5723 members 
Mstep: Class 4 contains 6313 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 42822 members 
Mstep: Class 7 contains 99073 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 25578 members 
Mstep: Class 10 contains 33928 members 
Mstep: Class 11 contains 156807 members 
Mstep: Class 12 contains 65945 members 
Mstep: Class 13 contains 3629 members 
Mstep: Class 14 contains 7027 members 
Mstep: Class 15 contains 10519 members 
Mstep: Class 16 contains 54981 members 
Mstep: Class 17 contains 43366 members 
Mstep: Class 18 contains 9081 members 
Mstep: Class 19 contains 22481 members 
Mstep: Class 20 contains 142487 members 
Mstep: Class 21 contains 21045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108766816.000000 Penalty: 46728.050781
Iteration 24Q: 22 clusters Score -1.087668e+08 nChanged 14613
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 107273 members 
Mstep: Class 3 contains 5775 members 
Mstep: Class 4 contains 6167 members 
Mstep: Class 5 contains 1297 members 
Mstep: Class 6 contains 42703 members 
Mstep: Class 7 contains 98952 members 
Mstep: Class 8 contains 1018 members 
Mstep: Class 9 contains 25631 members 
Mstep: Class 10 contains 34565 members 
Mstep: Class 11 contains 157053 members 
Mstep: Class 12 contains 65556 members 
Mstep: Class 13 contains 3840 members 
Mstep: Class 14 contains 7128 members 
Mstep: Class 15 contains 10764 members 
Mstep: Class 16 contains 54423 members 
Mstep: Class 17 contains 43216 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 22263 members 
Mstep: Class 20 contains 141833 members 
Mstep: Class 21 contains 21046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108770344.000000 Penalty: 46728.050781
Iteration 25Q: 22 clusters Score -1.087703e+08 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 108121 members 
Mstep: Class 3 contains 5831 members 
Mstep: Class 4 contains 6057 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 42438 members 
Mstep: Class 7 contains 99261 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 25647 members 
Mstep: Class 10 contains 35267 members 
Mstep: Class 11 contains 157282 members 
Mstep: Class 12 contains 65046 members 
Mstep: Class 13 contains 4072 members 
Mstep: Class 14 contains 7230 members 
Mstep: Class 15 contains 10970 members 
Mstep: Class 16 contains 53816 members 
Mstep: Class 17 contains 43083 members 
Mstep: Class 18 contains 9026 members 
Mstep: Class 19 contains 22072 members 
Mstep: Class 20 contains 141301 members 
Mstep: Class 21 contains 20982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108773872.000000 Penalty: 46728.050781
Iteration 26Q: 22 clusters Score -1.087739e+08 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 307 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 108740 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 5999 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 42166 members 
Mstep: Class 7 contains 99878 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 25646 members 
Mstep: Class 10 contains 36018 members 
Mstep: Class 11 contains 157486 members 
Mstep: Class 12 contains 64391 members 
Mstep: Class 13 contains 4293 members 
Mstep: Class 14 contains 7340 members 
Mstep: Class 15 contains 11124 members 
Mstep: Class 16 contains 53111 members 
Mstep: Class 17 contains 42878 members 
Mstep: Class 18 contains 8999 members 
Mstep: Class 19 contains 21933 members 
Mstep: Class 20 contains 140928 members 
Mstep: Class 21 contains 20898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108776720.000000 Penalty: 46728.050781
Iteration 27Q: 22 clusters Score -1.087767e+08 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 307 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 109154 members 
Mstep: Class 3 contains 5911 members 
Mstep: Class 4 contains 5988 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 41821 members 
Mstep: Class 7 contains 100655 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 25643 members 
Mstep: Class 10 contains 36789 members 
Mstep: Class 11 contains 157730 members 
Mstep: Class 12 contains 63700 members 
Mstep: Class 13 contains 4512 members 
Mstep: Class 14 contains 7436 members 
Mstep: Class 15 contains 11251 members 
Mstep: Class 16 contains 52429 members 
Mstep: Class 17 contains 42599 members 
Mstep: Class 18 contains 8979 members 
Mstep: Class 19 contains 21804 members 
Mstep: Class 20 contains 140674 members 
Mstep: Class 21 contains 20807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108779232.000000 Penalty: 46728.050781
Iteration 28Q: 22 clusters Score -1.087792e+08 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 109419 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 6014 members 
Mstep: Class 5 contains 1284 members 
Mstep: Class 6 contains 41427 members 
Mstep: Class 7 contains 101498 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 25712 members 
Mstep: Class 10 contains 37631 members 
Mstep: Class 11 contains 158022 members 
Mstep: Class 12 contains 62963 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 7512 members 
Mstep: Class 15 contains 11307 members 
Mstep: Class 16 contains 51759 members 
Mstep: Class 17 contains 42263 members 
Mstep: Class 18 contains 8969 members 
Mstep: Class 19 contains 21636 members 
Mstep: Class 20 contains 140645 members 
Mstep: Class 21 contains 20652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108780664.000000 Penalty: 46728.050781
Iteration 29Q: 22 clusters Score -1.087807e+08 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 109604 members 
Mstep: Class 3 contains 5946 members 
Mstep: Class 4 contains 6073 members 
Mstep: Class 5 contains 1280 members 
Mstep: Class 6 contains 41005 members 
Mstep: Class 7 contains 102334 members 
Mstep: Class 8 contains 923 members 
Mstep: Class 9 contains 25744 members 
Mstep: Class 10 contains 38536 members 
Mstep: Class 11 contains 158319 members 
Mstep: Class 12 contains 62193 members 
Mstep: Class 13 contains 4846 members 
Mstep: Class 14 contains 7583 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 51099 members 
Mstep: Class 17 contains 41878 members 
Mstep: Class 18 contains 8953 members 
Mstep: Class 19 contains 21532 members 
Mstep: Class 20 contains 140694 members 
Mstep: Class 21 contains 20512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108782776.000000 Penalty: 46728.050781
Iteration 30Q: 22 clusters Score -1.087828e+08 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 109763 members 
Mstep: Class 3 contains 5964 members 
Mstep: Class 4 contains 6175 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 40564 members 
Mstep: Class 7 contains 103140 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 25740 members 
Mstep: Class 10 contains 39483 members 
Mstep: Class 11 contains 158532 members 
Mstep: Class 12 contains 61417 members 
Mstep: Class 13 contains 4969 members 
Mstep: Class 14 contains 7649 members 
Mstep: Class 15 contains 11362 members 
Mstep: Class 16 contains 50498 members 
Mstep: Class 17 contains 41482 members 
Mstep: Class 18 contains 8938 members 
Mstep: Class 19 contains 21469 members 
Mstep: Class 20 contains 140799 members 
Mstep: Class 21 contains 20348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108784064.000000 Penalty: 46728.050781
Iteration 31Q: 22 clusters Score -1.087841e+08 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 109951 members 
Mstep: Class 3 contains 5980 members 
Mstep: Class 4 contains 6323 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 40131 members 
Mstep: Class 7 contains 103873 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 25701 members 
Mstep: Class 10 contains 40476 members 
Mstep: Class 11 contains 158766 members 
Mstep: Class 12 contains 60621 members 
Mstep: Class 13 contains 5068 members 
Mstep: Class 14 contains 7706 members 
Mstep: Class 15 contains 11363 members 
Mstep: Class 16 contains 49971 members 
Mstep: Class 17 contains 41030 members 
Mstep: Class 18 contains 8930 members 
Mstep: Class 19 contains 21445 members 
Mstep: Class 20 contains 140910 members 
Mstep: Class 21 contains 20182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108784912.000000 Penalty: 46728.050781
Iteration 32Q: 22 clusters Score -1.087849e+08 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 110035 members 
Mstep: Class 3 contains 5978 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 39747 members 
Mstep: Class 7 contains 104560 members 
Mstep: Class 8 contains 920 members 
Mstep: Class 9 contains 25711 members 
Mstep: Class 10 contains 41407 members 
Mstep: Class 11 contains 158993 members 
Mstep: Class 12 contains 59886 members 
Mstep: Class 13 contains 5132 members 
Mstep: Class 14 contains 7766 members 
Mstep: Class 15 contains 11345 members 
Mstep: Class 16 contains 49486 members 
Mstep: Class 17 contains 40524 members 
Mstep: Class 18 contains 8920 members 
Mstep: Class 19 contains 21428 members 
Mstep: Class 20 contains 141076 members 
Mstep: Class 21 contains 20010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108785784.000000 Penalty: 46728.050781
Iteration 33Q: 22 clusters Score -1.087858e+08 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 110165 members 
Mstep: Class 3 contains 5967 members 
Mstep: Class 4 contains 6764 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 39381 members 
Mstep: Class 7 contains 105172 members 
Mstep: Class 8 contains 919 members 
Mstep: Class 9 contains 25691 members 
Mstep: Class 10 contains 42387 members 
Mstep: Class 11 contains 159252 members 
Mstep: Class 12 contains 59127 members 
Mstep: Class 13 contains 5144 members 
Mstep: Class 14 contains 7826 members 
Mstep: Class 15 contains 11283 members 
Mstep: Class 16 contains 49023 members 
Mstep: Class 17 contains 39983 members 
Mstep: Class 18 contains 8907 members 
Mstep: Class 19 contains 21443 members 
Mstep: Class 20 contains 141246 members 
Mstep: Class 21 contains 19885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108786520.000000 Penalty: 46728.050781
Iteration 34Q: 22 clusters Score -1.087865e+08 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 110329 members 
Mstep: Class 3 contains 5950 members 
Mstep: Class 4 contains 7073 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 39047 members 
Mstep: Class 7 contains 105753 members 
Mstep: Class 8 contains 918 members 
Mstep: Class 9 contains 25680 members 
Mstep: Class 10 contains 43325 members 
Mstep: Class 11 contains 159467 members 
Mstep: Class 12 contains 58299 members 
Mstep: Class 13 contains 5140 members 
Mstep: Class 14 contains 7872 members 
Mstep: Class 15 contains 11224 members 
Mstep: Class 16 contains 48602 members 
Mstep: Class 17 contains 39389 members 
Mstep: Class 18 contains 8888 members 
Mstep: Class 19 contains 21474 members 
Mstep: Class 20 contains 141440 members 
Mstep: Class 21 contains 19764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108788432.000000 Penalty: 46728.050781
Iteration 35Q: 22 clusters Score -1.087884e+08 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 110550 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 7449 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 38733 members 
Mstep: Class 7 contains 106247 members 
Mstep: Class 8 contains 919 members 
Mstep: Class 9 contains 25667 members 
Mstep: Class 10 contains 44361 members 
Mstep: Class 11 contains 159630 members 
Mstep: Class 12 contains 57463 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 7883 members 
Mstep: Class 15 contains 11146 members 
Mstep: Class 16 contains 48210 members 
Mstep: Class 17 contains 38766 members 
Mstep: Class 18 contains 8870 members 
Mstep: Class 19 contains 21491 members 
Mstep: Class 20 contains 141645 members 
Mstep: Class 21 contains 19644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108789040.000000 Penalty: 46728.050781
Iteration 36Q: 22 clusters Score -1.08789e+08 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 110855 members 
Mstep: Class 3 contains 5881 members 
Mstep: Class 4 contains 7882 members 
Mstep: Class 5 contains 1317 members 
Mstep: Class 6 contains 38419 members 
Mstep: Class 7 contains 106668 members 
Mstep: Class 8 contains 919 members 
Mstep: Class 9 contains 25626 members 
Mstep: Class 10 contains 45375 members 
Mstep: Class 11 contains 159825 members 
Mstep: Class 12 contains 56675 members 
Mstep: Class 13 contains 5051 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 11087 members 
Mstep: Class 16 contains 47863 members 
Mstep: Class 17 contains 38043 members 
Mstep: Class 18 contains 8865 members 
Mstep: Class 19 contains 21521 members 
Mstep: Class 20 contains 141750 members 
Mstep: Class 21 contains 19517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108790112.000000 Penalty: 46728.050781
Iteration 37Q: 22 clusters Score -1.087901e+08 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 111161 members 
Mstep: Class 3 contains 5839 members 
Mstep: Class 4 contains 8422 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 38135 members 
Mstep: Class 7 contains 107031 members 
Mstep: Class 8 contains 919 members 
Mstep: Class 9 contains 25619 members 
Mstep: Class 10 contains 46356 members 
Mstep: Class 11 contains 160006 members 
Mstep: Class 12 contains 55810 members 
Mstep: Class 13 contains 4999 members 
Mstep: Class 14 contains 7898 members 
Mstep: Class 15 contains 11025 members 
Mstep: Class 16 contains 47567 members 
Mstep: Class 17 contains 37255 members 
Mstep: Class 18 contains 8864 members 
Mstep: Class 19 contains 21547 members 
Mstep: Class 20 contains 141891 members 
Mstep: Class 21 contains 19391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108790632.000000 Penalty: 46728.050781
Iteration 38Q: 22 clusters Score -1.087906e+08 nChanged 5708
Entering ConstructFrom: 
Score: -108790632.000000 Penalty: 46728.050781
Entering ConstructFrom: 
Trying to split cluster 1 (23443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Entering Unmasked Estep 
Score: -2925978.500000 Penalty: 1635.128174
	Iteration 0F: 2 clusters Score -2925978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2909952.750000 Penalty: 3270.256348
	Iteration 0F: 3 clusters Score -2909953 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2915856.750000 Penalty: 3270.256348
	Iteration 1F: 3 clusters Score -2915857 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2916331.500000 Penalty: 3270.256348
	Iteration 2F: 3 clusters Score -2916332 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2916862.000000 Penalty: 3270.256348
	Iteration 3F: 3 clusters Score -2916862 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2917522.750000 Penalty: 3270.256348
	Iteration 4F: 3 clusters Score -2917523 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2918400.500000 Penalty: 3270.256348
	Iteration 5F: 3 clusters Score -2918400 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2919398.250000 Penalty: 3270.256348
	Iteration 6F: 3 clusters Score -2919398 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2920386.000000 Penalty: 3270.256348
	Iteration 7F: 3 clusters Score -2920386 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2921285.500000 Penalty: 3270.256348
	Iteration 8F: 3 clusters Score -2921286 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2922063.500000 Penalty: 3270.256348
	Iteration 9F: 3 clusters Score -2922064 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2922656.000000 Penalty: 3270.256348
	Iteration 10Q: 3 clusters Score -2922656 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2923094.250000 Penalty: 3270.256348
	Iteration 11Q: 3 clusters Score -2923094 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2923424.500000 Penalty: 3270.256348
	Iteration 12Q: 3 clusters Score -2923424 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2923667.250000 Penalty: 3270.256348
	Iteration 13Q: 3 clusters Score -2923667 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2923871.250000 Penalty: 3270.256348
	Iteration 14Q: 3 clusters Score -2923871 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2924057.000000 Penalty: 3270.256348
	Iteration 15Q: 3 clusters Score -2924057 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2924212.250000 Penalty: 3270.256348
	Iteration 16Q: 3 clusters Score -2924212 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2924338.250000 Penalty: 3270.256348
	Iteration 17Q: 3 clusters Score -2924338 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2924442.250000 Penalty: 3270.256348
	Iteration 18Q: 3 clusters Score -2924442 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2924520.750000 Penalty: 3270.256348
	Iteration 19Q: 3 clusters Score -2924521 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2924580.000000 Penalty: 3270.256348
	Iteration 20F: 3 clusters Score -2924580 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2924628.250000 Penalty: 3270.256348
	Iteration 21Q: 3 clusters Score -2924628 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2924656.000000 Penalty: 3270.256348
	Iteration 22Q: 3 clusters Score -2924656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2924689.000000 Penalty: 3270.256348
	Iteration 23Q: 3 clusters Score -2924689 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2924730.250000 Penalty: 3270.256348
	Iteration 24Q: 3 clusters Score -2924730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2924738.500000 Penalty: 3270.256348
	Iteration 25Q: 3 clusters Score -2924738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2924749.750000 Penalty: 3270.256348
	Iteration 26Q: 3 clusters Score -2924750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2924756.000000 Penalty: 3270.256348
	Iteration 27Q: 3 clusters Score -2924756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2924773.500000 Penalty: 3270.256348
	Iteration 28Q: 3 clusters Score -2924774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2924785.500000 Penalty: 3270.256348
	Iteration 29Q: 3 clusters Score -2924786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2924790.250000 Penalty: 3270.256348
	Iteration 30Q: 3 clusters Score -2924790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2924807.250000 Penalty: 3270.256348
	Iteration 31Q: 3 clusters Score -2924807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2924814.250000 Penalty: 3270.256348
	Iteration 32Q: 3 clusters Score -2924814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2924821.500000 Penalty: 3270.256348
	Iteration 33Q: 3 clusters Score -2924822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2924822.000000 Penalty: 3270.256348
	Iteration 34Q: 3 clusters Score -2924822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2924828.750000 Penalty: 3270.256348
	Iteration 35Q: 3 clusters Score -2924829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2924831.000000 Penalty: 3270.256348
	Iteration 36Q: 3 clusters Score -2924831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2924840.500000 Penalty: 3270.256348
	Iteration 37Q: 3 clusters Score -2924840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2924848.000000 Penalty: 3270.256348
	Iteration 38Q: 3 clusters Score -2924848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2924847.250000 Penalty: 3270.256348
	Iteration 39Q: 3 clusters Score -2924847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2924847.250000 Penalty: 3270.256348
	Iteration 40F: 3 clusters Score -2924847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (111568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111568 members 
Entering Unmasked Estep 
Score: -13945741.000000 Penalty: 1888.638306
	Iteration 0F: 2 clusters Score -1.394574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -13871627.000000 Penalty: 3777.276611
	Iteration 0F: 3 clusters Score -1.387163e+07 nChanged 53486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -13903813.000000 Penalty: 3777.276611
	Iteration 1F: 3 clusters Score -1.390381e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 61445 members 
Entering Unmasked Estep 
Score: -13906451.000000 Penalty: 3777.276611
	Iteration 2Q: 3 clusters Score -1.390645e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -13910906.000000 Penalty: 3777.276611
	Iteration 3F: 3 clusters Score -1.391091e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 72316 members 
Entering Unmasked Estep 
Score: -13916975.000000 Penalty: 3777.276611
	Iteration 4F: 3 clusters Score -1.391698e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 80540 members 
Entering Unmasked Estep 
Score: -13924532.000000 Penalty: 3777.276611
	Iteration 5F: 3 clusters Score -1.392453e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 88732 members 
Entering Unmasked Estep 
Score: -13931994.000000 Penalty: 3777.276611
	Iteration 6F: 3 clusters Score -1.393199e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 95422 members 
Entering Unmasked Estep 
Score: -13938359.000000 Penalty: 3777.276611
	Iteration 7F: 3 clusters Score -1.393836e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 100116 members 
Entering Unmasked Estep 
Score: -13942980.000000 Penalty: 3777.276611
	Iteration 8Q: 3 clusters Score -1.394298e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 102905 members 
Entering Unmasked Estep 
Score: -13945799.000000 Penalty: 3777.276611
	Iteration 9Q: 3 clusters Score -1.39458e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 104444 members 
Entering Unmasked Estep 
Score: -13947171.000000 Penalty: 3777.276611
	Iteration 10Q: 3 clusters Score -1.394717e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 105369 members 
Entering Unmasked Estep 
Score: -13947812.000000 Penalty: 3777.276611
	Iteration 11Q: 3 clusters Score -1.394781e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 105990 members 
Entering Unmasked Estep 
Score: -13948153.000000 Penalty: 3777.276611
	Iteration 12Q: 3 clusters Score -1.394815e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 106474 members 
Entering Unmasked Estep 
Score: -13948326.000000 Penalty: 3777.276611
	Iteration 13Q: 3 clusters Score -1.394833e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 106842 members 
Entering Unmasked Estep 
Score: -13948484.000000 Penalty: 3777.276611
	Iteration 14Q: 3 clusters Score -1.394848e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 107114 members 
Entering Unmasked Estep 
Score: -13948616.000000 Penalty: 3777.276611
	Iteration 15Q: 3 clusters Score -1.394862e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 107328 members 
Entering Unmasked Estep 
Score: -13948710.000000 Penalty: 3777.276611
	Iteration 16Q: 3 clusters Score -1.394871e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 107461 members 
Entering Unmasked Estep 
Score: -13948778.000000 Penalty: 3777.276611
	Iteration 17Q: 3 clusters Score -1.394878e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 107579 members 
Entering Unmasked Estep 
Score: -13948828.000000 Penalty: 3777.276611
	Iteration 18Q: 3 clusters Score -1.394883e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 107672 members 
Entering Unmasked Estep 
Score: -13948855.000000 Penalty: 3777.276611
	Iteration 19Q: 3 clusters Score -1.394886e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 107759 members 
Entering Unmasked Estep 
Score: -13948878.000000 Penalty: 3777.276611
	Iteration 20F: 3 clusters Score -1.394888e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 107828 members 
Entering Unmasked Estep 
Score: -13948912.000000 Penalty: 3777.276611
	Iteration 21Q: 3 clusters Score -1.394891e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 107887 members 
Entering Unmasked Estep 
Score: -13948919.000000 Penalty: 3777.276611
	Iteration 22Q: 3 clusters Score -1.394892e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 107939 members 
Entering Unmasked Estep 
Score: -13948910.000000 Penalty: 3777.276611
	Iteration 23Q: 3 clusters Score -1.394891e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 107971 members 
Entering Unmasked Estep 
Score: -13948906.000000 Penalty: 3777.276611
	Iteration 24Q: 3 clusters Score -1.394891e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 107994 members 
Entering Unmasked Estep 
Score: -13948914.000000 Penalty: 3777.276611
	Iteration 25Q: 3 clusters Score -1.394891e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 108012 members 
Entering Unmasked Estep 
Score: -13948927.000000 Penalty: 3777.276611
	Iteration 26Q: 3 clusters Score -1.394893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 108019 members 
Entering Unmasked Estep 
Score: -13948929.000000 Penalty: 3777.276611
	Iteration 27Q: 3 clusters Score -1.394893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 108024 members 
Entering Unmasked Estep 
Score: -13948923.000000 Penalty: 3777.276611
	Iteration 28Q: 3 clusters Score -1.394892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 108028 members 
Entering Unmasked Estep 
Score: -13948934.000000 Penalty: 3777.276611
	Iteration 29Q: 3 clusters Score -1.394893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 108030 members 
Entering Unmasked Estep 
Score: -13948933.000000 Penalty: 3777.276611
	Iteration 30Q: 3 clusters Score -1.394893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 108034 members 
Entering Unmasked Estep 
Score: -13948934.000000 Penalty: 3777.276611
	Iteration 31Q: 3 clusters Score -1.394893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 108035 members 
Entering Unmasked Estep 
Score: -13948936.000000 Penalty: 3777.276611
	Iteration 32Q: 3 clusters Score -1.394894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 108037 members 
Entering Unmasked Estep 
Score: -13948940.000000 Penalty: 3777.276611
	Iteration 33Q: 3 clusters Score -1.394894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 108036 members 
Entering Unmasked Estep 
Score: -13948932.000000 Penalty: 3777.276611
	Iteration 34Q: 3 clusters Score -1.394893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 108035 members 
Entering Unmasked Estep 
Score: -13948930.000000 Penalty: 3777.276611
	Iteration 35Q: 3 clusters Score -1.394893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 108036 members 
Entering Unmasked Estep 
Score: -13948927.000000 Penalty: 3777.276611
	Iteration 36Q: 3 clusters Score -1.394893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 108038 members 
Entering Unmasked Estep 
Score: -13948936.000000 Penalty: 3777.276611
	Iteration 37Q: 3 clusters Score -1.394894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 108038 members 
Entering Unmasked Estep 
Score: -13948936.000000 Penalty: 3777.276611
	Iteration 38F: 3 clusters Score -1.394894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 5792 members 
Mstep: Class 4 contains 8990 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 37844 members 
Mstep: Class 7 contains 107368 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 25584 members 
Mstep: Class 10 contains 47279 members 
Mstep: Class 11 contains 160186 members 
Mstep: Class 12 contains 54982 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 7867 members 
Mstep: Class 15 contains 10964 members 
Mstep: Class 16 contains 47307 members 
Mstep: Class 17 contains 36474 members 
Mstep: Class 18 contains 8863 members 
Mstep: Class 19 contains 21600 members 
Mstep: Class 20 contains 141991 members 
Mstep: Class 21 contains 19275 members 
Mstep: Class 22 contains 108038 members 
Entering Unmasked Estep 
Score: -108793440.000000 Penalty: 48953.195312
Splitting cluster 2 changes total score from -108790632.000000 to -108793440.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -665751.125000 Penalty: 1407.937866
	Iteration 0F: 2 clusters Score -665751.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -661651.687500 Penalty: 2815.875732
	Iteration 0F: 3 clusters Score -661651.7 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -665082.125000 Penalty: 2815.875732
	Iteration 1F: 3 clusters Score -665082.1 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -667245.375000 Penalty: 2815.875732
	Iteration 2F: 3 clusters Score -667245.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -668354.000000 Penalty: 2815.875732
	Iteration 3F: 3 clusters Score -668354 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -669079.937500 Penalty: 2815.875732
	Iteration 4F: 3 clusters Score -669079.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -669568.125000 Penalty: 2815.875732
	Iteration 5F: 3 clusters Score -669568.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -669813.812500 Penalty: 2815.875732
	Iteration 6Q: 3 clusters Score -669813.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -669944.562500 Penalty: 2815.875732
	Iteration 7Q: 3 clusters Score -669944.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -670024.937500 Penalty: 2815.875732
	Iteration 8Q: 3 clusters Score -670024.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -670082.937500 Penalty: 2815.875732
	Iteration 9Q: 3 clusters Score -670082.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -670110.687500 Penalty: 2815.875732
	Iteration 10Q: 3 clusters Score -670110.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -670121.062500 Penalty: 2815.875732
	Iteration 11Q: 3 clusters Score -670121.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -670129.500000 Penalty: 2815.875732
	Iteration 12Q: 3 clusters Score -670129.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -670133.437500 Penalty: 2815.875732
	Iteration 13Q: 3 clusters Score -670133.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -670136.125000 Penalty: 2815.875732
	Iteration 14Q: 3 clusters Score -670136.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -670137.312500 Penalty: 2815.875732
	Iteration 15Q: 3 clusters Score -670137.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -670137.562500 Penalty: 2815.875732
	Iteration 16Q: 3 clusters Score -670137.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -670138.375000 Penalty: 2815.875732
	Iteration 17Q: 3 clusters Score -670138.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -670140.250000 Penalty: 2815.875732
	Iteration 18Q: 3 clusters Score -670140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -670141.687500 Penalty: 2815.875732
	Iteration 19Q: 3 clusters Score -670141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -670141.687500 Penalty: 2815.875732
	Iteration 20F: 3 clusters Score -670141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 8990 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 37844 members 
Mstep: Class 7 contains 107368 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 25584 members 
Mstep: Class 10 contains 47279 members 
Mstep: Class 11 contains 160186 members 
Mstep: Class 12 contains 54982 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 7867 members 
Mstep: Class 15 contains 10964 members 
Mstep: Class 16 contains 47307 members 
Mstep: Class 17 contains 36474 members 
Mstep: Class 18 contains 8863 members 
Mstep: Class 19 contains 21600 members 
Mstep: Class 20 contains 141991 members 
Mstep: Class 21 contains 19275 members 
Mstep: Class 22 contains 108038 members 
Mstep: Class 23 contains 5320 members 
Entering Unmasked Estep 
Score: -108797168.000000 Penalty: 51178.343750
Splitting cluster 3 changes total score from -108790632.000000 to -108797168.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (8990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Entering Unmasked Estep 
Score: -1141804.375000 Penalty: 1479.378662
	Iteration 0F: 2 clusters Score -1141804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1135281.375000 Penalty: 2958.757324
	Iteration 0F: 3 clusters Score -1135281 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1137563.250000 Penalty: 2958.757324
	Iteration 1F: 3 clusters Score -1137563 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1137989.000000 Penalty: 2958.757324
	Iteration 2F: 3 clusters Score -1137989 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1138385.625000 Penalty: 2958.757324
	Iteration 3F: 3 clusters Score -1138386 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1138793.500000 Penalty: 2958.757324
	Iteration 4F: 3 clusters Score -1138794 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1139218.125000 Penalty: 2958.757324
	Iteration 5F: 3 clusters Score -1139218 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1139572.125000 Penalty: 2958.757324
	Iteration 6F: 3 clusters Score -1139572 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1139866.375000 Penalty: 2958.757324
	Iteration 7Q: 3 clusters Score -1139866 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1140057.625000 Penalty: 2958.757324
	Iteration 8Q: 3 clusters Score -1140058 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1140186.750000 Penalty: 2958.757324
	Iteration 9Q: 3 clusters Score -1140187 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1140289.750000 Penalty: 2958.757324
	Iteration 10Q: 3 clusters Score -1140290 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1140346.375000 Penalty: 2958.757324
	Iteration 11Q: 3 clusters Score -1140346 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1140387.500000 Penalty: 2958.757324
	Iteration 12Q: 3 clusters Score -1140388 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1140420.000000 Penalty: 2958.757324
	Iteration 13Q: 3 clusters Score -1140420 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1140436.125000 Penalty: 2958.757324
	Iteration 14Q: 3 clusters Score -1140436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1140448.250000 Penalty: 2958.757324
	Iteration 15Q: 3 clusters Score -1140448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1140465.250000 Penalty: 2958.757324
	Iteration 16Q: 3 clusters Score -1140465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1140472.625000 Penalty: 2958.757324
	Iteration 17Q: 3 clusters Score -1140473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1140478.000000 Penalty: 2958.757324
	Iteration 18Q: 3 clusters Score -1140478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1140484.875000 Penalty: 2958.757324
	Iteration 19Q: 3 clusters Score -1140485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1140488.000000 Penalty: 2958.757324
	Iteration 20F: 3 clusters Score -1140488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1140495.500000 Penalty: 2958.757324
	Iteration 21Q: 3 clusters Score -1140496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1140505.000000 Penalty: 2958.757324
	Iteration 22Q: 3 clusters Score -1140505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1140510.000000 Penalty: 2958.757324
	Iteration 23Q: 3 clusters Score -1140510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1140515.125000 Penalty: 2958.757324
	Iteration 24Q: 3 clusters Score -1140515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1140518.000000 Penalty: 2958.757324
	Iteration 25Q: 3 clusters Score -1140518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1140522.000000 Penalty: 2958.757324
	Iteration 26Q: 3 clusters Score -1140522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1140527.625000 Penalty: 2958.757324
	Iteration 27Q: 3 clusters Score -1140528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1140530.625000 Penalty: 2958.757324
	Iteration 28Q: 3 clusters Score -1140531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1140532.375000 Penalty: 2958.757324
	Iteration 29Q: 3 clusters Score -1140532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1140532.500000 Penalty: 2958.757324
	Iteration 30Q: 3 clusters Score -1140532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1140537.250000 Penalty: 2958.757324
	Iteration 31Q: 3 clusters Score -1140537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1140535.625000 Penalty: 2958.757324
	Iteration 32Q: 3 clusters Score -1140536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1140536.000000 Penalty: 2958.757324
	Iteration 33Q: 3 clusters Score -1140536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1140536.125000 Penalty: 2958.757324
	Iteration 34Q: 3 clusters Score -1140536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1140536.375000 Penalty: 2958.757324
	Iteration 35Q: 3 clusters Score -1140536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1140536.375000 Penalty: 2958.757324
	Iteration 36F: 3 clusters Score -1140536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -156310.187500 Penalty: 1170.432373
	Iteration 0F: 2 clusters Score -156310.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -154721.671875 Penalty: 2340.864746
	Iteration 0F: 3 clusters Score -154721.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -155067.296875 Penalty: 2340.864746
	Iteration 1F: 3 clusters Score -155067.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -155271.812500 Penalty: 2340.864746
	Iteration 2F: 3 clusters Score -155271.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -155439.218750 Penalty: 2340.864746
	Iteration 3F: 3 clusters Score -155439.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -155549.531250 Penalty: 2340.864746
	Iteration 4F: 3 clusters Score -155549.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -155662.625000 Penalty: 2340.864746
	Iteration 5F: 3 clusters Score -155662.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -155761.406250 Penalty: 2340.864746
	Iteration 6F: 3 clusters Score -155761.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -155858.078125 Penalty: 2340.864746
	Iteration 7F: 3 clusters Score -155858.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -156034.984375 Penalty: 2340.864746
	Iteration 8Q: 3 clusters Score -156035 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -156255.843750 Penalty: 2340.864746
	Iteration 9F: 3 clusters Score -156255.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -156393.328125 Penalty: 2340.864746
	Iteration 10Q: 3 clusters Score -156393.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -156501.421875 Penalty: 2340.864746
	Iteration 11Q: 3 clusters Score -156501.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -156598.296875 Penalty: 2340.864746
	Iteration 12Q: 3 clusters Score -156598.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -156644.687500 Penalty: 2340.864746
	Iteration 13Q: 3 clusters Score -156644.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -156661.656250 Penalty: 2340.864746
	Iteration 14Q: 3 clusters Score -156661.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -156665.250000 Penalty: 2340.864746
	Iteration 15Q: 3 clusters Score -156665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -156668.640625 Penalty: 2340.864746
	Iteration 16Q: 3 clusters Score -156668.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -156671.187500 Penalty: 2340.864746
	Iteration 17Q: 3 clusters Score -156671.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -156672.250000 Penalty: 2340.864746
	Iteration 18Q: 3 clusters Score -156672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -156673.390625 Penalty: 2340.864746
	Iteration 19Q: 3 clusters Score -156673.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -156796.187500 Penalty: 2340.864746
	Iteration 20F: 3 clusters Score -156796.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -157115.828125 Penalty: 2340.864746
	Iteration 21Q: 3 clusters Score -157115.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -157211.796875 Penalty: 2340.864746
	Iteration 22Q: 3 clusters Score -157211.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -157237.343750 Penalty: 2340.864746
	Iteration 23Q: 3 clusters Score -157237.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -157251.812500 Penalty: 2340.864746
	Iteration 24Q: 3 clusters Score -157251.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -157256.281250 Penalty: 2340.864746
	Iteration 25Q: 3 clusters Score -157256.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -157257.781250 Penalty: 2340.864746
	Iteration 26Q: 3 clusters Score -157257.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -157259.015625 Penalty: 2340.864746
	Iteration 27Q: 3 clusters Score -157259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -157261.328125 Penalty: 2340.864746
	Iteration 28Q: 3 clusters Score -157261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -157262.250000 Penalty: 2340.864746
	Iteration 29Q: 3 clusters Score -157262.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -157263.125000 Penalty: 2340.864746
	Iteration 30Q: 3 clusters Score -157263.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -157263.125000 Penalty: 2340.864746
	Iteration 31F: 3 clusters Score -157263.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 8990 members 
Mstep: Class 5 contains 1151 members 
Mstep: Class 6 contains 37844 members 
Mstep: Class 7 contains 107368 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 25584 members 
Mstep: Class 10 contains 47279 members 
Mstep: Class 11 contains 160186 members 
Mstep: Class 12 contains 54982 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 7867 members 
Mstep: Class 15 contains 10964 members 
Mstep: Class 16 contains 47307 members 
Mstep: Class 17 contains 36474 members 
Mstep: Class 18 contains 8863 members 
Mstep: Class 19 contains 21600 members 
Mstep: Class 20 contains 141991 members 
Mstep: Class 21 contains 19275 members 
Mstep: Class 22 contains 108038 members 
Mstep: Class 23 contains 5320 members 
Mstep: Class 24 contains 192 members 
Entering Unmasked Estep 
Score: -108797216.000000 Penalty: 53403.488281
Splitting cluster 5 changes total score from -108790632.000000 to -108797216.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (37844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Entering Unmasked Estep 
Score: -4787568.500000 Penalty: 1712.949463
	Iteration 0F: 2 clusters Score -4787568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -4762143.000000 Penalty: 3425.898926
	Iteration 0F: 3 clusters Score -4762143 nChanged 17572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -4772094.500000 Penalty: 3425.898926
	Iteration 1F: 3 clusters Score -4772094 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -4772740.000000 Penalty: 3425.898926
	Iteration 2Q: 3 clusters Score -4772740 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -4773717.000000 Penalty: 3425.898926
	Iteration 3F: 3 clusters Score -4773717 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -4775244.500000 Penalty: 3425.898926
	Iteration 4F: 3 clusters Score -4775244 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -4777437.000000 Penalty: 3425.898926
	Iteration 5F: 3 clusters Score -4777437 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -4780164.000000 Penalty: 3425.898926
	Iteration 6F: 3 clusters Score -4780164 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -4782796.000000 Penalty: 3425.898926
	Iteration 7F: 3 clusters Score -4782796 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -4784505.500000 Penalty: 3425.898926
	Iteration 8Q: 3 clusters Score -4784506 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -4785383.500000 Penalty: 3425.898926
	Iteration 9Q: 3 clusters Score -4785384 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -4785778.000000 Penalty: 3425.898926
	Iteration 10Q: 3 clusters Score -4785778 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -4785971.000000 Penalty: 3425.898926
	Iteration 11Q: 3 clusters Score -4785971 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -4786078.500000 Penalty: 3425.898926
	Iteration 12Q: 3 clusters Score -4786078 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4786126.000000 Penalty: 3425.898926
	Iteration 13Q: 3 clusters Score -4786126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -4786167.000000 Penalty: 3425.898926
	Iteration 14Q: 3 clusters Score -4786167 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -4786188.000000 Penalty: 3425.898926
	Iteration 15Q: 3 clusters Score -4786188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -4786197.000000 Penalty: 3425.898926
	Iteration 16Q: 3 clusters Score -4786197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -4786208.000000 Penalty: 3425.898926
	Iteration 17Q: 3 clusters Score -4786208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -4786208.000000 Penalty: 3425.898926
	Iteration 18Q: 3 clusters Score -4786208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -4786211.500000 Penalty: 3425.898926
	Iteration 19Q: 3 clusters Score -4786212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -4786214.000000 Penalty: 3425.898926
	Iteration 20F: 3 clusters Score -4786214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -4786219.000000 Penalty: 3425.898926
	Iteration 21Q: 3 clusters Score -4786219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -4786223.000000 Penalty: 3425.898926
	Iteration 22Q: 3 clusters Score -4786223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -4786220.500000 Penalty: 3425.898926
	Iteration 23Q: 3 clusters Score -4786220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -4786221.500000 Penalty: 3425.898926
	Iteration 24Q: 3 clusters Score -4786222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -4786225.000000 Penalty: 3425.898926
	Iteration 25Q: 3 clusters Score -4786225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -4786222.500000 Penalty: 3425.898926
	Iteration 26Q: 3 clusters Score -4786222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -4786222.500000 Penalty: 3425.898926
	Iteration 27F: 3 clusters Score -4786222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (107368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107368 members 
Entering Unmasked Estep 
Score: -13685735.000000 Penalty: 1882.402832
	Iteration 0F: 2 clusters Score -1.368574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -13615796.000000 Penalty: 3764.805664
	Iteration 0F: 3 clusters Score -1.36158e+07 nChanged 51395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -13646142.000000 Penalty: 3764.805664
	Iteration 1F: 3 clusters Score -1.364614e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -13647382.000000 Penalty: 3764.805664
	Iteration 2Q: 3 clusters Score -1.364738e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -13649520.000000 Penalty: 3764.805664
	Iteration 3Q: 3 clusters Score -1.364952e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 70756 members 
Entering Unmasked Estep 
Score: -13653348.000000 Penalty: 3764.805664
	Iteration 4F: 3 clusters Score -1.365335e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -13659293.000000 Penalty: 3764.805664
	Iteration 5F: 3 clusters Score -1.365929e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -13666971.000000 Penalty: 3764.805664
	Iteration 6F: 3 clusters Score -1.366697e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 95926 members 
Entering Unmasked Estep 
Score: -13674018.000000 Penalty: 3764.805664
	Iteration 7F: 3 clusters Score -1.367402e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 101419 members 
Entering Unmasked Estep 
Score: -13678948.000000 Penalty: 3764.805664
	Iteration 8F: 3 clusters Score -1.367895e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 104604 members 
Entering Unmasked Estep 
Score: -13681785.000000 Penalty: 3764.805664
	Iteration 9Q: 3 clusters Score -1.368178e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 106090 members 
Entering Unmasked Estep 
Score: -13683152.000000 Penalty: 3764.805664
	Iteration 10Q: 3 clusters Score -1.368315e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 106670 members 
Entering Unmasked Estep 
Score: -13683688.000000 Penalty: 3764.805664
	Iteration 11Q: 3 clusters Score -1.368369e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 106886 members 
Entering Unmasked Estep 
Score: -13683854.000000 Penalty: 3764.805664
	Iteration 12Q: 3 clusters Score -1.368385e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 106982 members 
Entering Unmasked Estep 
Score: -13683946.000000 Penalty: 3764.805664
	Iteration 13Q: 3 clusters Score -1.368395e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 107030 members 
Entering Unmasked Estep 
Score: -13684002.000000 Penalty: 3764.805664
	Iteration 14Q: 3 clusters Score -1.3684e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 107046 members 
Entering Unmasked Estep 
Score: -13684022.000000 Penalty: 3764.805664
	Iteration 15Q: 3 clusters Score -1.368402e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 107057 members 
Entering Unmasked Estep 
Score: -13684045.000000 Penalty: 3764.805664
	Iteration 16Q: 3 clusters Score -1.368404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 107067 members 
Entering Unmasked Estep 
Score: -13684069.000000 Penalty: 3764.805664
	Iteration 17Q: 3 clusters Score -1.368407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 107070 members 
Entering Unmasked Estep 
Score: -13684087.000000 Penalty: 3764.805664
	Iteration 18Q: 3 clusters Score -1.368409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 107077 members 
Entering Unmasked Estep 
Score: -13684108.000000 Penalty: 3764.805664
	Iteration 19Q: 3 clusters Score -1.368411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 107083 members 
Entering Unmasked Estep 
Score: -13684117.000000 Penalty: 3764.805664
	Iteration 20F: 3 clusters Score -1.368412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 107087 members 
Entering Unmasked Estep 
Score: -13684126.000000 Penalty: 3764.805664
	Iteration 21Q: 3 clusters Score -1.368413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 107086 members 
Entering Unmasked Estep 
Score: -13684126.000000 Penalty: 3764.805664
	Iteration 22Q: 3 clusters Score -1.368413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 107088 members 
Entering Unmasked Estep 
Score: -13684121.000000 Penalty: 3764.805664
	Iteration 23Q: 3 clusters Score -1.368412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 107088 members 
Entering Unmasked Estep 
Score: -13684129.000000 Penalty: 3764.805664
	Iteration 24Q: 3 clusters Score -1.368413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 107088 members 
Entering Unmasked Estep 
Score: -13684129.000000 Penalty: 3764.805664
	Iteration 25F: 3 clusters Score -1.368413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -84566.859375 Penalty: 1109.137207
	Iteration 0F: 2 clusters Score -84566.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -83563.640625 Penalty: 2218.274414
	Iteration 0F: 3 clusters Score -83563.64 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -85450.046875 Penalty: 2218.274414
	Iteration 1F: 3 clusters Score -85450.05 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -86450.867188 Penalty: 2218.274414
	Iteration 2F: 3 clusters Score -86450.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -86804.195312 Penalty: 2218.274414
	Iteration 3F: 3 clusters Score -86804.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -87128.757812 Penalty: 2218.274414
	Iteration 4Q: 3 clusters Score -87128.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -87281.562500 Penalty: 2218.274414
	Iteration 5Q: 3 clusters Score -87281.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -87307.179688 Penalty: 2218.274414
	Iteration 6Q: 3 clusters Score -87307.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -87308.140625 Penalty: 2218.274414
	Iteration 7Q: 3 clusters Score -87308.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -87312.875000 Penalty: 2218.274414
	Iteration 8F: 3 clusters Score -87312.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -87324.421875 Penalty: 2218.274414
	Iteration 9Q: 3 clusters Score -87324.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -87336.820312 Penalty: 2218.274414
	Iteration 10Q: 3 clusters Score -87336.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -87339.148438 Penalty: 2218.274414
	Iteration 11F: 3 clusters Score -87339.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -87357.203125 Penalty: 2218.274414
	Iteration 12Q: 3 clusters Score -87357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -87357.828125 Penalty: 2218.274414
	Iteration 13Q: 3 clusters Score -87357.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -87357.828125 Penalty: 2218.274414
	Iteration 14F: 3 clusters Score -87357.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 8990 members 
Mstep: Class 5 contains 1151 members 
Mstep: Class 6 contains 37844 members 
Mstep: Class 7 contains 107368 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 25584 members 
Mstep: Class 10 contains 47279 members 
Mstep: Class 11 contains 160186 members 
Mstep: Class 12 contains 54982 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 7867 members 
Mstep: Class 15 contains 10964 members 
Mstep: Class 16 contains 47307 members 
Mstep: Class 17 contains 36474 members 
Mstep: Class 18 contains 8863 members 
Mstep: Class 19 contains 21600 members 
Mstep: Class 20 contains 141991 members 
Mstep: Class 21 contains 19275 members 
Mstep: Class 22 contains 108038 members 
Mstep: Class 23 contains 5320 members 
Mstep: Class 24 contains 192 members 
Mstep: Class 25 contains 636 members 
Entering Unmasked Estep 
Score: -108798952.000000 Penalty: 55628.632812
Splitting cluster 8 changes total score from -108790632.000000 to -108798952.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (25584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Entering Unmasked Estep 
Score: -2887178.500000 Penalty: 1649.329834
	Iteration 0F: 2 clusters Score -2887178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2870011.750000 Penalty: 3298.659668
	Iteration 0F: 3 clusters Score -2870012 nChanged 11693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2877656.250000 Penalty: 3298.659668
	Iteration 1F: 3 clusters Score -2877656 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2879521.750000 Penalty: 3298.659668
	Iteration 2F: 3 clusters Score -2879522 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2881508.750000 Penalty: 3298.659668
	Iteration 3F: 3 clusters Score -2881509 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2883374.750000 Penalty: 3298.659668
	Iteration 4F: 3 clusters Score -2883375 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2884958.250000 Penalty: 3298.659668
	Iteration 5F: 3 clusters Score -2884958 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2886080.750000 Penalty: 3298.659668
	Iteration 6F: 3 clusters Score -2886081 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2886847.750000 Penalty: 3298.659668
	Iteration 7Q: 3 clusters Score -2886848 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2887410.750000 Penalty: 3298.659668
	Iteration 8Q: 3 clusters Score -2887411 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2887837.750000 Penalty: 3298.659668
	Iteration 9Q: 3 clusters Score -2887838 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2888181.000000 Penalty: 3298.659668
	Iteration 10Q: 3 clusters Score -2888181 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2888446.000000 Penalty: 3298.659668
	Iteration 11Q: 3 clusters Score -2888446 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2888650.000000 Penalty: 3298.659668
	Iteration 12Q: 3 clusters Score -2888650 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2888826.500000 Penalty: 3298.659668
	Iteration 13Q: 3 clusters Score -2888826 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2888951.750000 Penalty: 3298.659668
	Iteration 14Q: 3 clusters Score -2888952 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2889037.000000 Penalty: 3298.659668
	Iteration 15Q: 3 clusters Score -2889037 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2889092.250000 Penalty: 3298.659668
	Iteration 16Q: 3 clusters Score -2889092 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2889140.000000 Penalty: 3298.659668
	Iteration 17Q: 3 clusters Score -2889140 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2889185.250000 Penalty: 3298.659668
	Iteration 18Q: 3 clusters Score -2889185 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2889213.250000 Penalty: 3298.659668
	Iteration 19Q: 3 clusters Score -2889213 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2889243.000000 Penalty: 3298.659668
	Iteration 20F: 3 clusters Score -2889243 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2889259.750000 Penalty: 3298.659668
	Iteration 21Q: 3 clusters Score -2889260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2889287.500000 Penalty: 3298.659668
	Iteration 22Q: 3 clusters Score -2889288 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2889317.500000 Penalty: 3298.659668
	Iteration 23Q: 3 clusters Score -2889318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2889331.250000 Penalty: 3298.659668
	Iteration 24Q: 3 clusters Score -2889331 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2889368.000000 Penalty: 3298.659668
	Iteration 25Q: 3 clusters Score -2889368 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2889391.000000 Penalty: 3298.659668
	Iteration 26Q: 3 clusters Score -2889391 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2889418.250000 Penalty: 3298.659668
	Iteration 27Q: 3 clusters Score -2889418 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2889468.750000 Penalty: 3298.659668
	Iteration 28Q: 3 clusters Score -2889469 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2889503.000000 Penalty: 3298.659668
	Iteration 29Q: 3 clusters Score -2889503 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2889528.500000 Penalty: 3298.659668
	Iteration 30Q: 3 clusters Score -2889528 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2889541.000000 Penalty: 3298.659668
	Iteration 31Q: 3 clusters Score -2889541 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2889546.250000 Penalty: 3298.659668
	Iteration 32Q: 3 clusters Score -2889546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2889560.500000 Penalty: 3298.659668
	Iteration 33Q: 3 clusters Score -2889560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2889574.250000 Penalty: 3298.659668
	Iteration 34Q: 3 clusters Score -2889574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2889579.250000 Penalty: 3298.659668
	Iteration 35Q: 3 clusters Score -2889579 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2889590.500000 Penalty: 3298.659668
	Iteration 36Q: 3 clusters Score -2889590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2889598.750000 Penalty: 3298.659668
	Iteration 37Q: 3 clusters Score -2889599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2889608.500000 Penalty: 3298.659668
	Iteration 38Q: 3 clusters Score -2889608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2889603.250000 Penalty: 3298.659668
	Iteration 39Q: 3 clusters Score -2889603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2889604.250000 Penalty: 3298.659668
	Iteration 40F: 3 clusters Score -2889604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2889613.250000 Penalty: 3298.659668
	Iteration 41Q: 3 clusters Score -2889613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2889613.000000 Penalty: 3298.659668
	Iteration 42Q: 3 clusters Score -2889613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2889620.750000 Penalty: 3298.659668
	Iteration 43Q: 3 clusters Score -2889621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2889615.500000 Penalty: 3298.659668
	Iteration 44Q: 3 clusters Score -2889616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2889618.750000 Penalty: 3298.659668
	Iteration 45Q: 3 clusters Score -2889619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2889622.250000 Penalty: 3298.659668
	Iteration 46Q: 3 clusters Score -2889622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2889623.250000 Penalty: 3298.659668
	Iteration 47Q: 3 clusters Score -2889623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2889627.000000 Penalty: 3298.659668
	Iteration 48Q: 3 clusters Score -2889627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2889625.750000 Penalty: 3298.659668
	Iteration 49Q: 3 clusters Score -2889626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2889625.250000 Penalty: 3298.659668
	Iteration 50Q: 3 clusters Score -2889625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2889630.750000 Penalty: 3298.659668
	Iteration 51Q: 3 clusters Score -2889631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2889630.000000 Penalty: 3298.659668
	Iteration 52Q: 3 clusters Score -2889630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2889626.250000 Penalty: 3298.659668
	Iteration 53Q: 3 clusters Score -2889626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2889626.000000 Penalty: 3298.659668
	Iteration 54Q: 3 clusters Score -2889626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2889627.000000 Penalty: 3298.659668
	Iteration 55Q: 3 clusters Score -2889627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2889627.000000 Penalty: 3298.659668
	Iteration 56F: 3 clusters Score -2889627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 8990 members 
Mstep: Class 5 contains 1151 members 
Mstep: Class 6 contains 37844 members 
Mstep: Class 7 contains 107368 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 20304 members 
Mstep: Class 10 contains 47279 members 
Mstep: Class 11 contains 160186 members 
Mstep: Class 12 contains 54982 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 7867 members 
Mstep: Class 15 contains 10964 members 
Mstep: Class 16 contains 47307 members 
Mstep: Class 17 contains 36474 members 
Mstep: Class 18 contains 8863 members 
Mstep: Class 19 contains 21600 members 
Mstep: Class 20 contains 141991 members 
Mstep: Class 21 contains 19275 members 
Mstep: Class 22 contains 108038 members 
Mstep: Class 23 contains 5320 members 
Mstep: Class 24 contains 192 members 
Mstep: Class 25 contains 636 members 
Mstep: Class 26 contains 5280 members 
Entering Unmasked Estep 
Score: -108800592.000000 Penalty: 57853.777344
Splitting cluster 9 changes total score from -108790632.000000 to -108800592.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (47279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Entering Unmasked Estep 
Score: -5627343.000000 Penalty: 1749.120972
	Iteration 0F: 2 clusters Score -5627343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -5595959.000000 Penalty: 3498.241943
	Iteration 0F: 3 clusters Score -5595959 nChanged 22039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -5608643.500000 Penalty: 3498.241943
	Iteration 1F: 3 clusters Score -5608644 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -5609475.000000 Penalty: 3498.241943
	Iteration 2Q: 3 clusters Score -5609475 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -5610523.500000 Penalty: 3498.241943
	Iteration 3Q: 3 clusters Score -5610524 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -5611711.500000 Penalty: 3498.241943
	Iteration 4F: 3 clusters Score -5611712 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -5613229.000000 Penalty: 3498.241943
	Iteration 5F: 3 clusters Score -5613229 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -5614904.000000 Penalty: 3498.241943
	Iteration 6F: 3 clusters Score -5614904 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -5616738.000000 Penalty: 3498.241943
	Iteration 7F: 3 clusters Score -5616738 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -5618695.500000 Penalty: 3498.241943
	Iteration 8F: 3 clusters Score -5618696 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -5620573.000000 Penalty: 3498.241943
	Iteration 9F: 3 clusters Score -5620573 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -5622163.000000 Penalty: 3498.241943
	Iteration 10Q: 3 clusters Score -5622163 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -5623433.000000 Penalty: 3498.241943
	Iteration 11Q: 3 clusters Score -5623433 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -5624345.000000 Penalty: 3498.241943
	Iteration 12Q: 3 clusters Score -5624345 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -5624914.500000 Penalty: 3498.241943
	Iteration 13Q: 3 clusters Score -5624914 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -5625303.500000 Penalty: 3498.241943
	Iteration 14Q: 3 clusters Score -5625304 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -5625526.000000 Penalty: 3498.241943
	Iteration 15Q: 3 clusters Score -5625526 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -5625672.500000 Penalty: 3498.241943
	Iteration 16Q: 3 clusters Score -5625672 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -5625743.500000 Penalty: 3498.241943
	Iteration 17Q: 3 clusters Score -5625744 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -5625796.500000 Penalty: 3498.241943
	Iteration 18Q: 3 clusters Score -5625796 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -5625850.500000 Penalty: 3498.241943
	Iteration 19Q: 3 clusters Score -5625850 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -5625901.500000 Penalty: 3498.241943
	Iteration 20F: 3 clusters Score -5625902 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -5625957.000000 Penalty: 3498.241943
	Iteration 21Q: 3 clusters Score -5625957 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -5625989.000000 Penalty: 3498.241943
	Iteration 22Q: 3 clusters Score -5625989 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -5626044.500000 Penalty: 3498.241943
	Iteration 23Q: 3 clusters Score -5626044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -5626079.500000 Penalty: 3498.241943
	Iteration 24Q: 3 clusters Score -5626080 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -5626155.000000 Penalty: 3498.241943
	Iteration 25Q: 3 clusters Score -5626155 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -5626227.000000 Penalty: 3498.241943
	Iteration 26Q: 3 clusters Score -5626227 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -5626286.000000 Penalty: 3498.241943
	Iteration 27Q: 3 clusters Score -5626286 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -5626326.500000 Penalty: 3498.241943
	Iteration 28Q: 3 clusters Score -5626326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -5626364.000000 Penalty: 3498.241943
	Iteration 29Q: 3 clusters Score -5626364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -5626381.500000 Penalty: 3498.241943
	Iteration 30Q: 3 clusters Score -5626382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -5626403.000000 Penalty: 3498.241943
	Iteration 31Q: 3 clusters Score -5626403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -5626404.500000 Penalty: 3498.241943
	Iteration 32Q: 3 clusters Score -5626404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -5626406.000000 Penalty: 3498.241943
	Iteration 33Q: 3 clusters Score -5626406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -5626404.500000 Penalty: 3498.241943
	Iteration 34Q: 3 clusters Score -5626404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -5626414.500000 Penalty: 3498.241943
	Iteration 35Q: 3 clusters Score -5626414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -5626417.000000 Penalty: 3498.241943
	Iteration 36Q: 3 clusters Score -5626417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -5626421.000000 Penalty: 3498.241943
	Iteration 37Q: 3 clusters Score -5626421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -5626424.000000 Penalty: 3498.241943
	Iteration 38Q: 3 clusters Score -5626424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -5626424.500000 Penalty: 3498.241943
	Iteration 39Q: 3 clusters Score -5626424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -5626436.500000 Penalty: 3498.241943
	Iteration 40F: 3 clusters Score -5626436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -5626436.000000 Penalty: 3498.241943
	Iteration 41Q: 3 clusters Score -5626436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -5626429.500000 Penalty: 3498.241943
	Iteration 42Q: 3 clusters Score -5626430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -5626439.000000 Penalty: 3498.241943
	Iteration 43Q: 3 clusters Score -5626439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -5626436.500000 Penalty: 3498.241943
	Iteration 44Q: 3 clusters Score -5626436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -5626443.500000 Penalty: 3498.241943
	Iteration 45Q: 3 clusters Score -5626444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -5626441.500000 Penalty: 3498.241943
	Iteration 46Q: 3 clusters Score -5626442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -5626455.000000 Penalty: 3498.241943
	Iteration 47Q: 3 clusters Score -5626455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -5626451.000000 Penalty: 3498.241943
	Iteration 48Q: 3 clusters Score -5626451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -5626446.500000 Penalty: 3498.241943
	Iteration 49Q: 3 clusters Score -5626446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -5626448.000000 Penalty: 3498.241943
	Iteration 50Q: 3 clusters Score -5626448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -5626447.000000 Penalty: 3498.241943
	Iteration 51Q: 3 clusters Score -5626447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -5626451.000000 Penalty: 3498.241943
	Iteration 52Q: 3 clusters Score -5626451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -5626452.500000 Penalty: 3498.241943
	Iteration 53Q: 3 clusters Score -5626452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -5626454.500000 Penalty: 3498.241943
	Iteration 54Q: 3 clusters Score -5626454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -5626460.000000 Penalty: 3498.241943
	Iteration 55Q: 3 clusters Score -5626460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -5626460.000000 Penalty: 3498.241943
	Iteration 56F: 3 clusters Score -5626460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (160186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160186 members 
Entering Unmasked Estep 
Score: -20345630.000000 Penalty: 1947.414795
	Iteration 0F: 2 clusters Score -2.034563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Mstep: Class 2 contains 80051 members 
Entering Unmasked Estep 
Score: -20279044.000000 Penalty: 3894.829590
	Iteration 0F: 3 clusters Score -2.027904e+07 nChanged 77331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 78070 members 
Entering Unmasked Estep 
Score: -20324014.000000 Penalty: 3894.829590
	Iteration 1F: 3 clusters Score -2.032401e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84048 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -20325338.000000 Penalty: 3894.829590
	Iteration 2Q: 3 clusters Score -2.032534e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -20327388.000000 Penalty: 3894.829590
	Iteration 3Q: 3 clusters Score -2.032739e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91610 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -20330808.000000 Penalty: 3894.829590
	Iteration 4Q: 3 clusters Score -2.033081e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97479 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -20335708.000000 Penalty: 3894.829590
	Iteration 5F: 3 clusters Score -2.033571e+07 nChanged 10040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104001 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -20342076.000000 Penalty: 3894.829590
	Iteration 6F: 3 clusters Score -2.034208e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110159 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -20349324.000000 Penalty: 3894.829590
	Iteration 7F: 3 clusters Score -2.034932e+07 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115275 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -20356698.000000 Penalty: 3894.829590
	Iteration 8F: 3 clusters Score -2.03567e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119709 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -20361192.000000 Penalty: 3894.829590
	Iteration 9F: 3 clusters Score -2.036119e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123595 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -20363138.000000 Penalty: 3894.829590
	Iteration 10Q: 3 clusters Score -2.036314e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127254 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -20363514.000000 Penalty: 3894.829590
	Iteration 11Q: 3 clusters Score -2.036351e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130797 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -20363144.000000 Penalty: 3894.829590
	Iteration 12Q: 3 clusters Score -2.036314e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134209 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -20362432.000000 Penalty: 3894.829590
	Iteration 13Q: 3 clusters Score -2.036243e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137494 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -20361794.000000 Penalty: 3894.829590
	Iteration 14Q: 3 clusters Score -2.036179e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140593 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -20360316.000000 Penalty: 3894.829590
	Iteration 15Q: 3 clusters Score -2.036032e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143422 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -20358646.000000 Penalty: 3894.829590
	Iteration 16Q: 3 clusters Score -2.035865e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145892 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -20356774.000000 Penalty: 3894.829590
	Iteration 17Q: 3 clusters Score -2.035677e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147946 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -20355004.000000 Penalty: 3894.829590
	Iteration 18Q: 3 clusters Score -2.0355e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149631 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -20353606.000000 Penalty: 3894.829590
	Iteration 19Q: 3 clusters Score -2.035361e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151011 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -20352320.000000 Penalty: 3894.829590
	Iteration 20F: 3 clusters Score -2.035232e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152120 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -20351326.000000 Penalty: 3894.829590
	Iteration 21Q: 3 clusters Score -2.035133e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153039 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -20350334.000000 Penalty: 3894.829590
	Iteration 22Q: 3 clusters Score -2.035033e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153826 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -20349440.000000 Penalty: 3894.829590
	Iteration 23Q: 3 clusters Score -2.034944e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154501 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -20348802.000000 Penalty: 3894.829590
	Iteration 24Q: 3 clusters Score -2.03488e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155111 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -20348248.000000 Penalty: 3894.829590
	Iteration 25Q: 3 clusters Score -2.034825e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155617 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -20347776.000000 Penalty: 3894.829590
	Iteration 26Q: 3 clusters Score -2.034778e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156036 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -20347312.000000 Penalty: 3894.829590
	Iteration 27Q: 3 clusters Score -2.034731e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156407 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -20347042.000000 Penalty: 3894.829590
	Iteration 28Q: 3 clusters Score -2.034704e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156731 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -20346784.000000 Penalty: 3894.829590
	Iteration 29Q: 3 clusters Score -2.034678e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156987 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -20346566.000000 Penalty: 3894.829590
	Iteration 30Q: 3 clusters Score -2.034657e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157210 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -20346446.000000 Penalty: 3894.829590
	Iteration 31Q: 3 clusters Score -2.034645e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157367 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -20346294.000000 Penalty: 3894.829590
	Iteration 32Q: 3 clusters Score -2.034629e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157510 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -20346192.000000 Penalty: 3894.829590
	Iteration 33Q: 3 clusters Score -2.034619e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157637 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -20346116.000000 Penalty: 3894.829590
	Iteration 34Q: 3 clusters Score -2.034612e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157754 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -20345996.000000 Penalty: 3894.829590
	Iteration 35Q: 3 clusters Score -2.0346e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157849 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -20345928.000000 Penalty: 3894.829590
	Iteration 36Q: 3 clusters Score -2.034593e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157936 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -20345896.000000 Penalty: 3894.829590
	Iteration 37Q: 3 clusters Score -2.03459e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -20345816.000000 Penalty: 3894.829590
	Iteration 38Q: 3 clusters Score -2.034582e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158073 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -20345756.000000 Penalty: 3894.829590
	Iteration 39Q: 3 clusters Score -2.034576e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158131 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -20345692.000000 Penalty: 3894.829590
	Iteration 40F: 3 clusters Score -2.034569e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158172 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -20345692.000000 Penalty: 3894.829590
	Iteration 41Q: 3 clusters Score -2.034569e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158205 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -20345668.000000 Penalty: 3894.829590
	Iteration 42Q: 3 clusters Score -2.034567e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158248 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -20345672.000000 Penalty: 3894.829590
	Iteration 43Q: 3 clusters Score -2.034567e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158280 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -20345680.000000 Penalty: 3894.829590
	Iteration 44Q: 3 clusters Score -2.034568e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158306 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -20345676.000000 Penalty: 3894.829590
	Iteration 45Q: 3 clusters Score -2.034568e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158331 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -20345658.000000 Penalty: 3894.829590
	Iteration 46Q: 3 clusters Score -2.034566e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158353 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -20345680.000000 Penalty: 3894.829590
	Iteration 47Q: 3 clusters Score -2.034568e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158377 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -20345636.000000 Penalty: 3894.829590
	Iteration 48Q: 3 clusters Score -2.034564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158396 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -20345608.000000 Penalty: 3894.829590
	Iteration 49Q: 3 clusters Score -2.034561e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158414 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -20345614.000000 Penalty: 3894.829590
	Iteration 50Q: 3 clusters Score -2.034561e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158430 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -20345598.000000 Penalty: 3894.829590
	Iteration 51Q: 3 clusters Score -2.03456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158437 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -20345590.000000 Penalty: 3894.829590
	Iteration 52Q: 3 clusters Score -2.034559e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158448 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -20345600.000000 Penalty: 3894.829590
	Iteration 53Q: 3 clusters Score -2.03456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158467 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -20345592.000000 Penalty: 3894.829590
	Iteration 54Q: 3 clusters Score -2.034559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158484 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -20345586.000000 Penalty: 3894.829590
	Iteration 55Q: 3 clusters Score -2.034559e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158498 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -20345576.000000 Penalty: 3894.829590
	Iteration 56Q: 3 clusters Score -2.034558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158511 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -20345562.000000 Penalty: 3894.829590
	Iteration 57Q: 3 clusters Score -2.034556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158526 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -20345538.000000 Penalty: 3894.829590
	Iteration 58Q: 3 clusters Score -2.034554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158537 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -20345538.000000 Penalty: 3894.829590
	Iteration 59Q: 3 clusters Score -2.034554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158550 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -20345522.000000 Penalty: 3894.829590
	Iteration 60F: 3 clusters Score -2.034552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158553 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -20345506.000000 Penalty: 3894.829590
	Iteration 61Q: 3 clusters Score -2.034551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158561 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -20345510.000000 Penalty: 3894.829590
	Iteration 62Q: 3 clusters Score -2.034551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158573 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -20345494.000000 Penalty: 3894.829590
	Iteration 63Q: 3 clusters Score -2.034549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158583 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -20345486.000000 Penalty: 3894.829590
	Iteration 64Q: 3 clusters Score -2.034549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158590 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -20345478.000000 Penalty: 3894.829590
	Iteration 65Q: 3 clusters Score -2.034548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158597 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -20345480.000000 Penalty: 3894.829590
	Iteration 66Q: 3 clusters Score -2.034548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158610 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -20345480.000000 Penalty: 3894.829590
	Iteration 67Q: 3 clusters Score -2.034548e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158624 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -20345480.000000 Penalty: 3894.829590
	Iteration 68Q: 3 clusters Score -2.034548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158634 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -20345486.000000 Penalty: 3894.829590
	Iteration 69Q: 3 clusters Score -2.034549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158651 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -20345470.000000 Penalty: 3894.829590
	Iteration 70Q: 3 clusters Score -2.034547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158666 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -20345480.000000 Penalty: 3894.829590
	Iteration 71Q: 3 clusters Score -2.034548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158679 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -20345470.000000 Penalty: 3894.829590
	Iteration 72Q: 3 clusters Score -2.034547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158692 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -20345452.000000 Penalty: 3894.829590
	Iteration 73Q: 3 clusters Score -2.034545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158695 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -20345434.000000 Penalty: 3894.829590
	Iteration 74Q: 3 clusters Score -2.034543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158697 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -20345438.000000 Penalty: 3894.829590
	Iteration 75Q: 3 clusters Score -2.034544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158702 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -20345436.000000 Penalty: 3894.829590
	Iteration 76Q: 3 clusters Score -2.034544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158707 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20345450.000000 Penalty: 3894.829590
	Iteration 77Q: 3 clusters Score -2.034545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158718 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -20345474.000000 Penalty: 3894.829590
	Iteration 78Q: 3 clusters Score -2.034547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158734 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -20345440.000000 Penalty: 3894.829590
	Iteration 79Q: 3 clusters Score -2.034544e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158750 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -20345428.000000 Penalty: 3894.829590
	Iteration 80F: 3 clusters Score -2.034543e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158761 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -20345426.000000 Penalty: 3894.829590
	Iteration 81Q: 3 clusters Score -2.034543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158764 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -20345432.000000 Penalty: 3894.829590
	Iteration 82Q: 3 clusters Score -2.034543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158769 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -20345434.000000 Penalty: 3894.829590
	Iteration 83Q: 3 clusters Score -2.034543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158770 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -20345446.000000 Penalty: 3894.829590
	Iteration 84Q: 3 clusters Score -2.034545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158771 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -20345452.000000 Penalty: 3894.829590
	Iteration 85Q: 3 clusters Score -2.034545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158771 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -20345464.000000 Penalty: 3894.829590
	Iteration 86Q: 3 clusters Score -2.034546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158775 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -20345462.000000 Penalty: 3894.829590
	Iteration 87Q: 3 clusters Score -2.034546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158780 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -20345446.000000 Penalty: 3894.829590
	Iteration 88Q: 3 clusters Score -2.034545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158792 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -20345444.000000 Penalty: 3894.829590
	Iteration 89Q: 3 clusters Score -2.034544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158806 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -20345404.000000 Penalty: 3894.829590
	Iteration 90Q: 3 clusters Score -2.03454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158815 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -20345388.000000 Penalty: 3894.829590
	Iteration 91Q: 3 clusters Score -2.034539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158830 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -20345392.000000 Penalty: 3894.829590
	Iteration 92Q: 3 clusters Score -2.034539e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158844 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -20345374.000000 Penalty: 3894.829590
	Iteration 93Q: 3 clusters Score -2.034537e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158866 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -20345348.000000 Penalty: 3894.829590
	Iteration 94Q: 3 clusters Score -2.034535e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158895 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -20345314.000000 Penalty: 3894.829590
	Iteration 95Q: 3 clusters Score -2.034531e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158907 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -20345364.000000 Penalty: 3894.829590
	Iteration 96Q: 3 clusters Score -2.034536e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158909 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -20345348.000000 Penalty: 3894.829590
	Iteration 97Q: 3 clusters Score -2.034535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158911 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -20345364.000000 Penalty: 3894.829590
	Iteration 98Q: 3 clusters Score -2.034536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158917 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -20345344.000000 Penalty: 3894.829590
	Iteration 99Q: 3 clusters Score -2.034534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158934 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -20345314.000000 Penalty: 3894.829590
	Iteration 100F: 3 clusters Score -2.034531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158945 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -20345290.000000 Penalty: 3894.829590
	Iteration 101Q: 3 clusters Score -2.034529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158953 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -20345280.000000 Penalty: 3894.829590
	Iteration 102Q: 3 clusters Score -2.034528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158957 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -20345260.000000 Penalty: 3894.829590
	Iteration 103Q: 3 clusters Score -2.034526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158962 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -20345260.000000 Penalty: 3894.829590
	Iteration 104Q: 3 clusters Score -2.034526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158964 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -20345256.000000 Penalty: 3894.829590
	Iteration 105Q: 3 clusters Score -2.034526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158962 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -20345248.000000 Penalty: 3894.829590
	Iteration 106Q: 3 clusters Score -2.034525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158961 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -20345242.000000 Penalty: 3894.829590
	Iteration 107Q: 3 clusters Score -2.034524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158963 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -20345242.000000 Penalty: 3894.829590
	Iteration 108Q: 3 clusters Score -2.034524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158964 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -20345256.000000 Penalty: 3894.829590
	Iteration 109Q: 3 clusters Score -2.034526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158965 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -20345254.000000 Penalty: 3894.829590
	Iteration 110Q: 3 clusters Score -2.034525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158966 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -20345246.000000 Penalty: 3894.829590
	Iteration 111Q: 3 clusters Score -2.034525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158969 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -20345236.000000 Penalty: 3894.829590
	Iteration 112Q: 3 clusters Score -2.034524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158971 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -20345224.000000 Penalty: 3894.829590
	Iteration 113Q: 3 clusters Score -2.034522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158973 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -20345224.000000 Penalty: 3894.829590
	Iteration 114Q: 3 clusters Score -2.034522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158973 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -20345220.000000 Penalty: 3894.829590
	Iteration 115Q: 3 clusters Score -2.034522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158972 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -20345222.000000 Penalty: 3894.829590
	Iteration 116Q: 3 clusters Score -2.034522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158972 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -20345222.000000 Penalty: 3894.829590
	Iteration 117F: 3 clusters Score -2.034522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Entering Unmasked Estep 
Score: -6759941.000000 Penalty: 1773.648804
	Iteration 0F: 2 clusters Score -6759941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -6723258.500000 Penalty: 3547.297607
	Iteration 0F: 3 clusters Score -6723258 nChanged 25902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -6738066.000000 Penalty: 3547.297607
	Iteration 1F: 3 clusters Score -6738066 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -6738805.000000 Penalty: 3547.297607
	Iteration 2Q: 3 clusters Score -6738805 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -6739609.000000 Penalty: 3547.297607
	Iteration 3Q: 3 clusters Score -6739609 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -6740550.500000 Penalty: 3547.297607
	Iteration 4Q: 3 clusters Score -6740550 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -6741469.000000 Penalty: 3547.297607
	Iteration 5Q: 3 clusters Score -6741469 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -6742626.500000 Penalty: 3547.297607
	Iteration 6Q: 3 clusters Score -6742626 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -6743856.000000 Penalty: 3547.297607
	Iteration 7Q: 3 clusters Score -6743856 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -6745332.000000 Penalty: 3547.297607
	Iteration 8Q: 3 clusters Score -6745332 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -6746923.000000 Penalty: 3547.297607
	Iteration 9Q: 3 clusters Score -6746923 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -6748361.000000 Penalty: 3547.297607
	Iteration 10Q: 3 clusters Score -6748361 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -6749409.500000 Penalty: 3547.297607
	Iteration 11Q: 3 clusters Score -6749410 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -6749967.000000 Penalty: 3547.297607
	Iteration 12Q: 3 clusters Score -6749967 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -6750215.000000 Penalty: 3547.297607
	Iteration 13Q: 3 clusters Score -6750215 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -6750358.500000 Penalty: 3547.297607
	Iteration 14Q: 3 clusters Score -6750358 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -6750462.500000 Penalty: 3547.297607
	Iteration 15Q: 3 clusters Score -6750462 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -6750614.500000 Penalty: 3547.297607
	Iteration 16Q: 3 clusters Score -6750614 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -6750718.500000 Penalty: 3547.297607
	Iteration 17Q: 3 clusters Score -6750718 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -6750849.500000 Penalty: 3547.297607
	Iteration 18Q: 3 clusters Score -6750850 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -6750983.500000 Penalty: 3547.297607
	Iteration 19Q: 3 clusters Score -6750984 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -6751102.500000 Penalty: 3547.297607
	Iteration 20F: 3 clusters Score -6751102 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -6751244.500000 Penalty: 3547.297607
	Iteration 21Q: 3 clusters Score -6751244 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -6751372.000000 Penalty: 3547.297607
	Iteration 22Q: 3 clusters Score -6751372 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -6751480.500000 Penalty: 3547.297607
	Iteration 23Q: 3 clusters Score -6751480 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -6751654.000000 Penalty: 3547.297607
	Iteration 24Q: 3 clusters Score -6751654 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -6751780.500000 Penalty: 3547.297607
	Iteration 25Q: 3 clusters Score -6751780 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -6751872.500000 Penalty: 3547.297607
	Iteration 26Q: 3 clusters Score -6751872 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -6751994.500000 Penalty: 3547.297607
	Iteration 27Q: 3 clusters Score -6751994 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -6752125.000000 Penalty: 3547.297607
	Iteration 28Q: 3 clusters Score -6752125 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -6752268.000000 Penalty: 3547.297607
	Iteration 29Q: 3 clusters Score -6752268 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -6752399.500000 Penalty: 3547.297607
	Iteration 30Q: 3 clusters Score -6752400 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -6752557.500000 Penalty: 3547.297607
	Iteration 31Q: 3 clusters Score -6752558 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -6752688.000000 Penalty: 3547.297607
	Iteration 32Q: 3 clusters Score -6752688 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -6752807.500000 Penalty: 3547.297607
	Iteration 33Q: 3 clusters Score -6752808 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -6752908.000000 Penalty: 3547.297607
	Iteration 34Q: 3 clusters Score -6752908 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -6753067.500000 Penalty: 3547.297607
	Iteration 35Q: 3 clusters Score -6753068 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -6753176.000000 Penalty: 3547.297607
	Iteration 36Q: 3 clusters Score -6753176 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -6753257.000000 Penalty: 3547.297607
	Iteration 37Q: 3 clusters Score -6753257 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -6753377.000000 Penalty: 3547.297607
	Iteration 38Q: 3 clusters Score -6753377 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -6753487.000000 Penalty: 3547.297607
	Iteration 39Q: 3 clusters Score -6753487 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -6753603.000000 Penalty: 3547.297607
	Iteration 40F: 3 clusters Score -6753603 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -6753750.500000 Penalty: 3547.297607
	Iteration 41Q: 3 clusters Score -6753750 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -6753858.000000 Penalty: 3547.297607
	Iteration 42Q: 3 clusters Score -6753858 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -6754032.500000 Penalty: 3547.297607
	Iteration 43Q: 3 clusters Score -6754032 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -6754209.000000 Penalty: 3547.297607
	Iteration 44Q: 3 clusters Score -6754209 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -6754356.000000 Penalty: 3547.297607
	Iteration 45Q: 3 clusters Score -6754356 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -6754517.500000 Penalty: 3547.297607
	Iteration 46Q: 3 clusters Score -6754518 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -6754731.000000 Penalty: 3547.297607
	Iteration 47Q: 3 clusters Score -6754731 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -6754890.500000 Penalty: 3547.297607
	Iteration 48Q: 3 clusters Score -6754890 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -6755129.500000 Penalty: 3547.297607
	Iteration 49Q: 3 clusters Score -6755130 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -6755420.500000 Penalty: 3547.297607
	Iteration 50Q: 3 clusters Score -6755420 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -6755678.500000 Penalty: 3547.297607
	Iteration 51Q: 3 clusters Score -6755678 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -6755953.500000 Penalty: 3547.297607
	Iteration 52Q: 3 clusters Score -6755954 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -6756253.000000 Penalty: 3547.297607
	Iteration 53Q: 3 clusters Score -6756253 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -6756552.500000 Penalty: 3547.297607
	Iteration 54Q: 3 clusters Score -6756552 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -6756845.500000 Penalty: 3547.297607
	Iteration 55Q: 3 clusters Score -6756846 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -6757165.000000 Penalty: 3547.297607
	Iteration 56Q: 3 clusters Score -6757165 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -6757430.500000 Penalty: 3547.297607
	Iteration 57Q: 3 clusters Score -6757430 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6757685.500000 Penalty: 3547.297607
	Iteration 58Q: 3 clusters Score -6757686 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6757872.000000 Penalty: 3547.297607
	Iteration 59Q: 3 clusters Score -6757872 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6757998.500000 Penalty: 3547.297607
	Iteration 60F: 3 clusters Score -6757998 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6758120.500000 Penalty: 3547.297607
	Iteration 61Q: 3 clusters Score -6758120 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6758213.500000 Penalty: 3547.297607
	Iteration 62Q: 3 clusters Score -6758214 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6758282.500000 Penalty: 3547.297607
	Iteration 63Q: 3 clusters Score -6758282 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6758364.000000 Penalty: 3547.297607
	Iteration 64Q: 3 clusters Score -6758364 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6758375.500000 Penalty: 3547.297607
	Iteration 65Q: 3 clusters Score -6758376 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6758410.500000 Penalty: 3547.297607
	Iteration 66Q: 3 clusters Score -6758410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6758440.500000 Penalty: 3547.297607
	Iteration 67Q: 3 clusters Score -6758440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6758448.000000 Penalty: 3547.297607
	Iteration 68Q: 3 clusters Score -6758448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6758460.500000 Penalty: 3547.297607
	Iteration 69Q: 3 clusters Score -6758460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6758464.500000 Penalty: 3547.297607
	Iteration 70Q: 3 clusters Score -6758464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6758465.000000 Penalty: 3547.297607
	Iteration 71Q: 3 clusters Score -6758465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6758470.500000 Penalty: 3547.297607
	Iteration 72Q: 3 clusters Score -6758470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6758474.500000 Penalty: 3547.297607
	Iteration 73Q: 3 clusters Score -6758474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6758480.500000 Penalty: 3547.297607
	Iteration 74Q: 3 clusters Score -6758480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6758492.500000 Penalty: 3547.297607
	Iteration 75Q: 3 clusters Score -6758492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6758492.500000 Penalty: 3547.297607
	Iteration 76Q: 3 clusters Score -6758492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6758492.000000 Penalty: 3547.297607
	Iteration 77Q: 3 clusters Score -6758492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6758490.000000 Penalty: 3547.297607
	Iteration 78Q: 3 clusters Score -6758490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6758487.500000 Penalty: 3547.297607
	Iteration 79Q: 3 clusters Score -6758488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6758487.000000 Penalty: 3547.297607
	Iteration 80F: 3 clusters Score -6758487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6758488.000000 Penalty: 3547.297607
	Iteration 81Q: 3 clusters Score -6758488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6758487.000000 Penalty: 3547.297607
	Iteration 82Q: 3 clusters Score -6758487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6758494.000000 Penalty: 3547.297607
	Iteration 83Q: 3 clusters Score -6758494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6758493.000000 Penalty: 3547.297607
	Iteration 84Q: 3 clusters Score -6758493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6758494.000000 Penalty: 3547.297607
	Iteration 85Q: 3 clusters Score -6758494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6758495.000000 Penalty: 3547.297607
	Iteration 86Q: 3 clusters Score -6758495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6758491.500000 Penalty: 3547.297607
	Iteration 87Q: 3 clusters Score -6758492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6758492.500000 Penalty: 3547.297607
	Iteration 88Q: 3 clusters Score -6758492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6758495.000000 Penalty: 3547.297607
	Iteration 89Q: 3 clusters Score -6758495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6758497.000000 Penalty: 3547.297607
	Iteration 90Q: 3 clusters Score -6758497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6758494.500000 Penalty: 3547.297607
	Iteration 91Q: 3 clusters Score -6758494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6758499.500000 Penalty: 3547.297607
	Iteration 92Q: 3 clusters Score -6758500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6758499.500000 Penalty: 3547.297607
	Iteration 93Q: 3 clusters Score -6758500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6758503.000000 Penalty: 3547.297607
	Iteration 94Q: 3 clusters Score -6758503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6758503.000000 Penalty: 3547.297607
	Iteration 95F: 3 clusters Score -6758503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Entering Unmasked Estep 
Score: -661184.812500 Penalty: 1381.620850
	Iteration 0F: 2 clusters Score -661184.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -657235.125000 Penalty: 2763.241699
	Iteration 0F: 3 clusters Score -657235.1 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -658265.000000 Penalty: 2763.241699
	Iteration 1F: 3 clusters Score -658265 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -658422.125000 Penalty: 2763.241699
	Iteration 2F: 3 clusters Score -658422.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -658533.937500 Penalty: 2763.241699
	Iteration 3Q: 3 clusters Score -658533.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -658625.187500 Penalty: 2763.241699
	Iteration 4Q: 3 clusters Score -658625.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -658691.937500 Penalty: 2763.241699
	Iteration 5Q: 3 clusters Score -658691.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -658775.250000 Penalty: 2763.241699
	Iteration 6Q: 3 clusters Score -658775.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -658855.125000 Penalty: 2763.241699
	Iteration 7Q: 3 clusters Score -658855.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -658943.750000 Penalty: 2763.241699
	Iteration 8Q: 3 clusters Score -658943.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -659046.812500 Penalty: 2763.241699
	Iteration 9Q: 3 clusters Score -659046.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -659144.125000 Penalty: 2763.241699
	Iteration 10Q: 3 clusters Score -659144.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -659258.937500 Penalty: 2763.241699
	Iteration 11Q: 3 clusters Score -659258.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -659385.687500 Penalty: 2763.241699
	Iteration 12Q: 3 clusters Score -659385.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -659521.875000 Penalty: 2763.241699
	Iteration 13Q: 3 clusters Score -659521.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -659627.062500 Penalty: 2763.241699
	Iteration 14Q: 3 clusters Score -659627.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -659703.625000 Penalty: 2763.241699
	Iteration 15Q: 3 clusters Score -659703.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -659781.187500 Penalty: 2763.241699
	Iteration 16Q: 3 clusters Score -659781.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -659837.187500 Penalty: 2763.241699
	Iteration 17Q: 3 clusters Score -659837.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -659860.687500 Penalty: 2763.241699
	Iteration 18Q: 3 clusters Score -659860.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -659874.625000 Penalty: 2763.241699
	Iteration 19Q: 3 clusters Score -659874.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -659880.187500 Penalty: 2763.241699
	Iteration 20F: 3 clusters Score -659880.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -659892.000000 Penalty: 2763.241699
	Iteration 21Q: 3 clusters Score -659892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -659905.187500 Penalty: 2763.241699
	Iteration 22Q: 3 clusters Score -659905.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -659911.500000 Penalty: 2763.241699
	Iteration 23Q: 3 clusters Score -659911.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -659920.937500 Penalty: 2763.241699
	Iteration 24Q: 3 clusters Score -659920.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -659931.187500 Penalty: 2763.241699
	Iteration 25Q: 3 clusters Score -659931.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -659938.562500 Penalty: 2763.241699
	Iteration 26Q: 3 clusters Score -659938.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -659946.375000 Penalty: 2763.241699
	Iteration 27Q: 3 clusters Score -659946.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -659953.250000 Penalty: 2763.241699
	Iteration 28Q: 3 clusters Score -659953.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -659961.625000 Penalty: 2763.241699
	Iteration 29Q: 3 clusters Score -659961.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -659972.687500 Penalty: 2763.241699
	Iteration 30Q: 3 clusters Score -659972.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -659978.625000 Penalty: 2763.241699
	Iteration 31Q: 3 clusters Score -659978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -659979.437500 Penalty: 2763.241699
	Iteration 32Q: 3 clusters Score -659979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -659982.000000 Penalty: 2763.241699
	Iteration 33Q: 3 clusters Score -659982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -659982.625000 Penalty: 2763.241699
	Iteration 34Q: 3 clusters Score -659982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -659985.125000 Penalty: 2763.241699
	Iteration 35Q: 3 clusters Score -659985.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -659986.750000 Penalty: 2763.241699
	Iteration 36Q: 3 clusters Score -659986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -659991.625000 Penalty: 2763.241699
	Iteration 37Q: 3 clusters Score -659991.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -659993.125000 Penalty: 2763.241699
	Iteration 38Q: 3 clusters Score -659993.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -659993.437500 Penalty: 2763.241699
	Iteration 39Q: 3 clusters Score -659993.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -659995.500000 Penalty: 2763.241699
	Iteration 40F: 3 clusters Score -659995.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -659997.812500 Penalty: 2763.241699
	Iteration 41Q: 3 clusters Score -659997.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -660003.500000 Penalty: 2763.241699
	Iteration 42Q: 3 clusters Score -660003.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -660011.000000 Penalty: 2763.241699
	Iteration 43Q: 3 clusters Score -660011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -660014.687500 Penalty: 2763.241699
	Iteration 44Q: 3 clusters Score -660014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -660017.812500 Penalty: 2763.241699
	Iteration 45Q: 3 clusters Score -660017.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -660020.562500 Penalty: 2763.241699
	Iteration 46Q: 3 clusters Score -660020.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -660024.875000 Penalty: 2763.241699
	Iteration 47Q: 3 clusters Score -660024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -660028.062500 Penalty: 2763.241699
	Iteration 48Q: 3 clusters Score -660028.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -660032.687500 Penalty: 2763.241699
	Iteration 49Q: 3 clusters Score -660032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -660033.750000 Penalty: 2763.241699
	Iteration 50Q: 3 clusters Score -660033.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -660034.625000 Penalty: 2763.241699
	Iteration 51Q: 3 clusters Score -660034.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -660034.625000 Penalty: 2763.241699
	Iteration 52F: 3 clusters Score -660034.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Entering Unmasked Estep 
Score: -944417.312500 Penalty: 1457.695190
	Iteration 0F: 2 clusters Score -944417.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -938593.875000 Penalty: 2915.390381
	Iteration 0F: 3 clusters Score -938593.9 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -940476.437500 Penalty: 2915.390381
	Iteration 1F: 3 clusters Score -940476.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -940812.562500 Penalty: 2915.390381
	Iteration 2F: 3 clusters Score -940812.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -941085.812500 Penalty: 2915.390381
	Iteration 3F: 3 clusters Score -941085.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -941325.750000 Penalty: 2915.390381
	Iteration 4F: 3 clusters Score -941325.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -941524.937500 Penalty: 2915.390381
	Iteration 5Q: 3 clusters Score -941524.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -941688.812500 Penalty: 2915.390381
	Iteration 6Q: 3 clusters Score -941688.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -941833.500000 Penalty: 2915.390381
	Iteration 7Q: 3 clusters Score -941833.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -941997.250000 Penalty: 2915.390381
	Iteration 8Q: 3 clusters Score -941997.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -942138.687500 Penalty: 2915.390381
	Iteration 9Q: 3 clusters Score -942138.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -942266.812500 Penalty: 2915.390381
	Iteration 10Q: 3 clusters Score -942266.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -942379.187500 Penalty: 2915.390381
	Iteration 11Q: 3 clusters Score -942379.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -942485.187500 Penalty: 2915.390381
	Iteration 12Q: 3 clusters Score -942485.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -942591.250000 Penalty: 2915.390381
	Iteration 13Q: 3 clusters Score -942591.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -942689.750000 Penalty: 2915.390381
	Iteration 14Q: 3 clusters Score -942689.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -942781.000000 Penalty: 2915.390381
	Iteration 15Q: 3 clusters Score -942781 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -942858.812500 Penalty: 2915.390381
	Iteration 16Q: 3 clusters Score -942858.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -942921.625000 Penalty: 2915.390381
	Iteration 17Q: 3 clusters Score -942921.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -942980.312500 Penalty: 2915.390381
	Iteration 18Q: 3 clusters Score -942980.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -943026.812500 Penalty: 2915.390381
	Iteration 19Q: 3 clusters Score -943026.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -943065.250000 Penalty: 2915.390381
	Iteration 20F: 3 clusters Score -943065.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -943101.000000 Penalty: 2915.390381
	Iteration 21Q: 3 clusters Score -943101 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -943128.937500 Penalty: 2915.390381
	Iteration 22Q: 3 clusters Score -943128.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -943154.250000 Penalty: 2915.390381
	Iteration 23Q: 3 clusters Score -943154.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -943179.125000 Penalty: 2915.390381
	Iteration 24Q: 3 clusters Score -943179.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -943205.250000 Penalty: 2915.390381
	Iteration 25Q: 3 clusters Score -943205.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -943229.625000 Penalty: 2915.390381
	Iteration 26Q: 3 clusters Score -943229.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -943251.625000 Penalty: 2915.390381
	Iteration 27Q: 3 clusters Score -943251.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -943268.937500 Penalty: 2915.390381
	Iteration 28Q: 3 clusters Score -943268.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -943283.625000 Penalty: 2915.390381
	Iteration 29Q: 3 clusters Score -943283.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -943298.500000 Penalty: 2915.390381
	Iteration 30Q: 3 clusters Score -943298.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -943305.625000 Penalty: 2915.390381
	Iteration 31Q: 3 clusters Score -943305.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -943311.625000 Penalty: 2915.390381
	Iteration 32Q: 3 clusters Score -943311.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -943317.437500 Penalty: 2915.390381
	Iteration 33Q: 3 clusters Score -943317.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -943325.812500 Penalty: 2915.390381
	Iteration 34Q: 3 clusters Score -943325.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -943337.437500 Penalty: 2915.390381
	Iteration 35Q: 3 clusters Score -943337.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -943347.062500 Penalty: 2915.390381
	Iteration 36Q: 3 clusters Score -943347.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -943356.437500 Penalty: 2915.390381
	Iteration 37Q: 3 clusters Score -943356.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -943364.500000 Penalty: 2915.390381
	Iteration 38Q: 3 clusters Score -943364.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -943371.812500 Penalty: 2915.390381
	Iteration 39Q: 3 clusters Score -943371.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -943376.312500 Penalty: 2915.390381
	Iteration 40F: 3 clusters Score -943376.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -943381.312500 Penalty: 2915.390381
	Iteration 41Q: 3 clusters Score -943381.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -943382.937500 Penalty: 2915.390381
	Iteration 42Q: 3 clusters Score -943382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -943386.000000 Penalty: 2915.390381
	Iteration 43Q: 3 clusters Score -943386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -943386.187500 Penalty: 2915.390381
	Iteration 44Q: 3 clusters Score -943386.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -943388.187500 Penalty: 2915.390381
	Iteration 45Q: 3 clusters Score -943388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -943389.375000 Penalty: 2915.390381
	Iteration 46Q: 3 clusters Score -943389.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -943392.812500 Penalty: 2915.390381
	Iteration 47Q: 3 clusters Score -943392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -943392.000000 Penalty: 2915.390381
	Iteration 48Q: 3 clusters Score -943392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -943392.000000 Penalty: 2915.390381
	Iteration 49F: 3 clusters Score -943392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Entering Unmasked Estep 
Score: -1328838.000000 Penalty: 1511.635498
	Iteration 0F: 2 clusters Score -1328838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1321066.500000 Penalty: 3023.270996
	Iteration 0F: 3 clusters Score -1321066 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1323617.125000 Penalty: 3023.270996
	Iteration 1F: 3 clusters Score -1323617 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1323972.000000 Penalty: 3023.270996
	Iteration 2F: 3 clusters Score -1323972 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1324339.500000 Penalty: 3023.270996
	Iteration 3F: 3 clusters Score -1324340 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1324663.125000 Penalty: 3023.270996
	Iteration 4F: 3 clusters Score -1324663 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1324960.875000 Penalty: 3023.270996
	Iteration 5F: 3 clusters Score -1324961 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1325304.875000 Penalty: 3023.270996
	Iteration 6Q: 3 clusters Score -1325305 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1325648.375000 Penalty: 3023.270996
	Iteration 7Q: 3 clusters Score -1325648 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1326005.625000 Penalty: 3023.270996
	Iteration 8Q: 3 clusters Score -1326006 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1326393.500000 Penalty: 3023.270996
	Iteration 9Q: 3 clusters Score -1326394 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1326665.750000 Penalty: 3023.270996
	Iteration 10Q: 3 clusters Score -1326666 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1326828.750000 Penalty: 3023.270996
	Iteration 11Q: 3 clusters Score -1326829 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1326919.000000 Penalty: 3023.270996
	Iteration 12Q: 3 clusters Score -1326919 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1326973.375000 Penalty: 3023.270996
	Iteration 13Q: 3 clusters Score -1326973 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1327008.500000 Penalty: 3023.270996
	Iteration 14Q: 3 clusters Score -1327008 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1327030.500000 Penalty: 3023.270996
	Iteration 15Q: 3 clusters Score -1327030 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1327056.750000 Penalty: 3023.270996
	Iteration 16Q: 3 clusters Score -1327057 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1327073.000000 Penalty: 3023.270996
	Iteration 17Q: 3 clusters Score -1327073 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1327094.875000 Penalty: 3023.270996
	Iteration 18Q: 3 clusters Score -1327095 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1327110.250000 Penalty: 3023.270996
	Iteration 19Q: 3 clusters Score -1327110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1327129.375000 Penalty: 3023.270996
	Iteration 20F: 3 clusters Score -1327129 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1327141.000000 Penalty: 3023.270996
	Iteration 21Q: 3 clusters Score -1327141 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1327150.375000 Penalty: 3023.270996
	Iteration 22Q: 3 clusters Score -1327150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1327162.625000 Penalty: 3023.270996
	Iteration 23Q: 3 clusters Score -1327163 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1327179.625000 Penalty: 3023.270996
	Iteration 24Q: 3 clusters Score -1327180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1327190.750000 Penalty: 3023.270996
	Iteration 25Q: 3 clusters Score -1327191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1327200.625000 Penalty: 3023.270996
	Iteration 26Q: 3 clusters Score -1327201 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1327219.000000 Penalty: 3023.270996
	Iteration 27Q: 3 clusters Score -1327219 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1327239.500000 Penalty: 3023.270996
	Iteration 28Q: 3 clusters Score -1327240 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1327252.625000 Penalty: 3023.270996
	Iteration 29Q: 3 clusters Score -1327253 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1327263.750000 Penalty: 3023.270996
	Iteration 30Q: 3 clusters Score -1327264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1327278.375000 Penalty: 3023.270996
	Iteration 31Q: 3 clusters Score -1327278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1327292.625000 Penalty: 3023.270996
	Iteration 32Q: 3 clusters Score -1327293 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1327316.250000 Penalty: 3023.270996
	Iteration 33Q: 3 clusters Score -1327316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1327342.500000 Penalty: 3023.270996
	Iteration 34Q: 3 clusters Score -1327342 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1327380.375000 Penalty: 3023.270996
	Iteration 35Q: 3 clusters Score -1327380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1327403.750000 Penalty: 3023.270996
	Iteration 36Q: 3 clusters Score -1327404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1327442.125000 Penalty: 3023.270996
	Iteration 37Q: 3 clusters Score -1327442 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1327472.375000 Penalty: 3023.270996
	Iteration 38Q: 3 clusters Score -1327472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1327492.000000 Penalty: 3023.270996
	Iteration 39Q: 3 clusters Score -1327492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1327508.250000 Penalty: 3023.270996
	Iteration 40F: 3 clusters Score -1327508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1327523.875000 Penalty: 3023.270996
	Iteration 41Q: 3 clusters Score -1327524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1327533.000000 Penalty: 3023.270996
	Iteration 42Q: 3 clusters Score -1327533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1327535.250000 Penalty: 3023.270996
	Iteration 43Q: 3 clusters Score -1327535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1327541.250000 Penalty: 3023.270996
	Iteration 44Q: 3 clusters Score -1327541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1327548.250000 Penalty: 3023.270996
	Iteration 45Q: 3 clusters Score -1327548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1327552.875000 Penalty: 3023.270996
	Iteration 46Q: 3 clusters Score -1327553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1327556.750000 Penalty: 3023.270996
	Iteration 47Q: 3 clusters Score -1327557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1327562.000000 Penalty: 3023.270996
	Iteration 48Q: 3 clusters Score -1327562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1327566.625000 Penalty: 3023.270996
	Iteration 49Q: 3 clusters Score -1327567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1327570.750000 Penalty: 3023.270996
	Iteration 50Q: 3 clusters Score -1327571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1327573.500000 Penalty: 3023.270996
	Iteration 51Q: 3 clusters Score -1327574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1327577.750000 Penalty: 3023.270996
	Iteration 52Q: 3 clusters Score -1327578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1327578.625000 Penalty: 3023.270996
	Iteration 53Q: 3 clusters Score -1327579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1327581.500000 Penalty: 3023.270996
	Iteration 54Q: 3 clusters Score -1327582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1327582.375000 Penalty: 3023.270996
	Iteration 55Q: 3 clusters Score -1327582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1327587.375000 Penalty: 3023.270996
	Iteration 56Q: 3 clusters Score -1327587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1327587.750000 Penalty: 3023.270996
	Iteration 57Q: 3 clusters Score -1327588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1327589.375000 Penalty: 3023.270996
	Iteration 58Q: 3 clusters Score -1327589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1327592.125000 Penalty: 3023.270996
	Iteration 59Q: 3 clusters Score -1327592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1327592.000000 Penalty: 3023.270996
	Iteration 60F: 3 clusters Score -1327592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1327591.625000 Penalty: 3023.270996
	Iteration 61Q: 3 clusters Score -1327592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1327594.500000 Penalty: 3023.270996
	Iteration 62Q: 3 clusters Score -1327594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1327595.125000 Penalty: 3023.270996
	Iteration 63Q: 3 clusters Score -1327595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1327595.625000 Penalty: 3023.270996
	Iteration 64Q: 3 clusters Score -1327596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1327595.625000 Penalty: 3023.270996
	Iteration 65F: 3 clusters Score -1327596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Entering Unmasked Estep 
Score: -6036923.000000 Penalty: 1749.217285
	Iteration 0F: 2 clusters Score -6036923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -6005344.500000 Penalty: 3498.434570
	Iteration 0F: 3 clusters Score -6005344 nChanged 22127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -6018109.500000 Penalty: 3498.434570
	Iteration 1F: 3 clusters Score -6018110 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -6018876.000000 Penalty: 3498.434570
	Iteration 2Q: 3 clusters Score -6018876 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -6020048.500000 Penalty: 3498.434570
	Iteration 3Q: 3 clusters Score -6020048 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -6021760.500000 Penalty: 3498.434570
	Iteration 4F: 3 clusters Score -6021760 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -6024497.500000 Penalty: 3498.434570
	Iteration 5F: 3 clusters Score -6024498 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -6028120.500000 Penalty: 3498.434570
	Iteration 6F: 3 clusters Score -6028120 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -6031542.000000 Penalty: 3498.434570
	Iteration 7F: 3 clusters Score -6031542 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -6033806.500000 Penalty: 3498.434570
	Iteration 8F: 3 clusters Score -6033806 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -6034932.000000 Penalty: 3498.434570
	Iteration 9Q: 3 clusters Score -6034932 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -6035717.500000 Penalty: 3498.434570
	Iteration 10Q: 3 clusters Score -6035718 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -6036197.000000 Penalty: 3498.434570
	Iteration 11Q: 3 clusters Score -6036197 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -6036561.000000 Penalty: 3498.434570
	Iteration 12Q: 3 clusters Score -6036561 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -6036788.000000 Penalty: 3498.434570
	Iteration 13Q: 3 clusters Score -6036788 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -6036911.500000 Penalty: 3498.434570
	Iteration 14Q: 3 clusters Score -6036912 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -6037029.000000 Penalty: 3498.434570
	Iteration 15Q: 3 clusters Score -6037029 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -6037111.000000 Penalty: 3498.434570
	Iteration 16Q: 3 clusters Score -6037111 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -6037171.000000 Penalty: 3498.434570
	Iteration 17Q: 3 clusters Score -6037171 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -6037218.500000 Penalty: 3498.434570
	Iteration 18Q: 3 clusters Score -6037218 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -6037242.500000 Penalty: 3498.434570
	Iteration 19Q: 3 clusters Score -6037242 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -6037242.000000 Penalty: 3498.434570
	Iteration 20F: 3 clusters Score -6037242 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -6037282.000000 Penalty: 3498.434570
	Iteration 21Q: 3 clusters Score -6037282 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -6037313.000000 Penalty: 3498.434570
	Iteration 22Q: 3 clusters Score -6037313 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -6037337.000000 Penalty: 3498.434570
	Iteration 23Q: 3 clusters Score -6037337 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -6037375.500000 Penalty: 3498.434570
	Iteration 24Q: 3 clusters Score -6037376 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -6037363.000000 Penalty: 3498.434570
	Iteration 25Q: 3 clusters Score -6037363 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -6037378.500000 Penalty: 3498.434570
	Iteration 26Q: 3 clusters Score -6037378 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -6037419.500000 Penalty: 3498.434570
	Iteration 27Q: 3 clusters Score -6037420 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -6037445.000000 Penalty: 3498.434570
	Iteration 28Q: 3 clusters Score -6037445 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -6037493.000000 Penalty: 3498.434570
	Iteration 29Q: 3 clusters Score -6037493 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -6037504.000000 Penalty: 3498.434570
	Iteration 30Q: 3 clusters Score -6037504 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -6037545.500000 Penalty: 3498.434570
	Iteration 31Q: 3 clusters Score -6037546 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -6037591.500000 Penalty: 3498.434570
	Iteration 32Q: 3 clusters Score -6037592 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -6037629.500000 Penalty: 3498.434570
	Iteration 33Q: 3 clusters Score -6037630 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -6037699.500000 Penalty: 3498.434570
	Iteration 34Q: 3 clusters Score -6037700 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -6037769.500000 Penalty: 3498.434570
	Iteration 35Q: 3 clusters Score -6037770 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -6037843.000000 Penalty: 3498.434570
	Iteration 36Q: 3 clusters Score -6037843 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -6037935.000000 Penalty: 3498.434570
	Iteration 37Q: 3 clusters Score -6037935 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -6038041.500000 Penalty: 3498.434570
	Iteration 38Q: 3 clusters Score -6038042 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -6038139.500000 Penalty: 3498.434570
	Iteration 39Q: 3 clusters Score -6038140 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -6038264.500000 Penalty: 3498.434570
	Iteration 40F: 3 clusters Score -6038264 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -6038441.000000 Penalty: 3498.434570
	Iteration 41Q: 3 clusters Score -6038441 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -6038690.500000 Penalty: 3498.434570
	Iteration 42Q: 3 clusters Score -6038690 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -6038952.500000 Penalty: 3498.434570
	Iteration 43Q: 3 clusters Score -6038952 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -6039294.500000 Penalty: 3498.434570
	Iteration 44Q: 3 clusters Score -6039294 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -6039609.000000 Penalty: 3498.434570
	Iteration 45Q: 3 clusters Score -6039609 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -6040026.000000 Penalty: 3498.434570
	Iteration 46Q: 3 clusters Score -6040026 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -6040440.500000 Penalty: 3498.434570
	Iteration 47Q: 3 clusters Score -6040440 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -6040951.000000 Penalty: 3498.434570
	Iteration 48Q: 3 clusters Score -6040951 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -6041639.500000 Penalty: 3498.434570
	Iteration 49Q: 3 clusters Score -6041640 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -6042431.500000 Penalty: 3498.434570
	Iteration 50Q: 3 clusters Score -6042432 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -6043068.500000 Penalty: 3498.434570
	Iteration 51Q: 3 clusters Score -6043068 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -6043380.000000 Penalty: 3498.434570
	Iteration 52Q: 3 clusters Score -6043380 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -6043537.500000 Penalty: 3498.434570
	Iteration 53Q: 3 clusters Score -6043538 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -6043610.000000 Penalty: 3498.434570
	Iteration 54Q: 3 clusters Score -6043610 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -6043644.000000 Penalty: 3498.434570
	Iteration 55Q: 3 clusters Score -6043644 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -6043651.000000 Penalty: 3498.434570
	Iteration 56Q: 3 clusters Score -6043651 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -6043661.500000 Penalty: 3498.434570
	Iteration 57Q: 3 clusters Score -6043662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -6043672.500000 Penalty: 3498.434570
	Iteration 58Q: 3 clusters Score -6043672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -6043670.500000 Penalty: 3498.434570
	Iteration 59Q: 3 clusters Score -6043670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -6043713.000000 Penalty: 3498.434570
	Iteration 60F: 3 clusters Score -6043713 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -6043732.500000 Penalty: 3498.434570
	Iteration 61Q: 3 clusters Score -6043732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -6043733.000000 Penalty: 3498.434570
	Iteration 62Q: 3 clusters Score -6043733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -6043732.000000 Penalty: 3498.434570
	Iteration 63Q: 3 clusters Score -6043732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -6043733.500000 Penalty: 3498.434570
	Iteration 64Q: 3 clusters Score -6043734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -6043730.500000 Penalty: 3498.434570
	Iteration 65Q: 3 clusters Score -6043730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -6043734.500000 Penalty: 3498.434570
	Iteration 66Q: 3 clusters Score -6043734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -6043734.000000 Penalty: 3498.434570
	Iteration 67Q: 3 clusters Score -6043734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -6043731.500000 Penalty: 3498.434570
	Iteration 68Q: 3 clusters Score -6043732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -6043733.000000 Penalty: 3498.434570
	Iteration 69Q: 3 clusters Score -6043733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -6043733.500000 Penalty: 3498.434570
	Iteration 70Q: 3 clusters Score -6043734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -6043733.500000 Penalty: 3498.434570
	Iteration 71F: 3 clusters Score -6043734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 8990 members 
Mstep: Class 5 contains 1151 members 
Mstep: Class 6 contains 37844 members 
Mstep: Class 7 contains 107368 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 20304 members 
Mstep: Class 10 contains 47279 members 
Mstep: Class 11 contains 160186 members 
Mstep: Class 12 contains 54982 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 7867 members 
Mstep: Class 15 contains 10964 members 
Mstep: Class 16 contains 32220 members 
Mstep: Class 17 contains 36474 members 
Mstep: Class 18 contains 8863 members 
Mstep: Class 19 contains 21600 members 
Mstep: Class 20 contains 141991 members 
Mstep: Class 21 contains 19275 members 
Mstep: Class 22 contains 108038 members 
Mstep: Class 23 contains 5320 members 
Mstep: Class 24 contains 192 members 
Mstep: Class 25 contains 636 members 
Mstep: Class 26 contains 5280 members 
Mstep: Class 27 contains 15087 members 
Entering Unmasked Estep 
Score: -108807064.000000 Penalty: 60078.925781
Splitting cluster 16 changes total score from -108790632.000000 to -108807064.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (36474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Entering Unmasked Estep 
Score: -4594650.500000 Penalty: 1706.957642
	Iteration 0F: 2 clusters Score -4594650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -4570188.500000 Penalty: 3413.915283
	Iteration 0F: 3 clusters Score -4570188 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -4580262.500000 Penalty: 3413.915283
	Iteration 1F: 3 clusters Score -4580262 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -4582287.500000 Penalty: 3413.915283
	Iteration 2F: 3 clusters Score -4582288 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -4585217.000000 Penalty: 3413.915283
	Iteration 3F: 3 clusters Score -4585217 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -4588727.500000 Penalty: 3413.915283
	Iteration 4F: 3 clusters Score -4588728 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -4592137.500000 Penalty: 3413.915283
	Iteration 5F: 3 clusters Score -4592138 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -4594544.000000 Penalty: 3413.915283
	Iteration 6F: 3 clusters Score -4594544 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -4595996.500000 Penalty: 3413.915283
	Iteration 7Q: 3 clusters Score -4595996 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -4596839.500000 Penalty: 3413.915283
	Iteration 8Q: 3 clusters Score -4596840 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -4597255.000000 Penalty: 3413.915283
	Iteration 9Q: 3 clusters Score -4597255 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -4597526.000000 Penalty: 3413.915283
	Iteration 10Q: 3 clusters Score -4597526 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -4597644.000000 Penalty: 3413.915283
	Iteration 11Q: 3 clusters Score -4597644 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -4597708.500000 Penalty: 3413.915283
	Iteration 12Q: 3 clusters Score -4597708 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -4597758.000000 Penalty: 3413.915283
	Iteration 13Q: 3 clusters Score -4597758 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -4597791.500000 Penalty: 3413.915283
	Iteration 14Q: 3 clusters Score -4597792 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -4597800.000000 Penalty: 3413.915283
	Iteration 15Q: 3 clusters Score -4597800 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -4597819.500000 Penalty: 3413.915283
	Iteration 16Q: 3 clusters Score -4597820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -4597835.500000 Penalty: 3413.915283
	Iteration 17Q: 3 clusters Score -4597836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -4597844.000000 Penalty: 3413.915283
	Iteration 18Q: 3 clusters Score -4597844 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -4597848.000000 Penalty: 3413.915283
	Iteration 19Q: 3 clusters Score -4597848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -4597866.500000 Penalty: 3413.915283
	Iteration 20F: 3 clusters Score -4597866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -4597879.000000 Penalty: 3413.915283
	Iteration 21Q: 3 clusters Score -4597879 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -4597885.500000 Penalty: 3413.915283
	Iteration 22Q: 3 clusters Score -4597886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -4597903.000000 Penalty: 3413.915283
	Iteration 23Q: 3 clusters Score -4597903 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -4597907.500000 Penalty: 3413.915283
	Iteration 24Q: 3 clusters Score -4597908 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -4597910.500000 Penalty: 3413.915283
	Iteration 25Q: 3 clusters Score -4597910 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -4597949.000000 Penalty: 3413.915283
	Iteration 26Q: 3 clusters Score -4597949 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -4598010.500000 Penalty: 3413.915283
	Iteration 27Q: 3 clusters Score -4598010 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -4598111.000000 Penalty: 3413.915283
	Iteration 28Q: 3 clusters Score -4598111 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -4598184.500000 Penalty: 3413.915283
	Iteration 29Q: 3 clusters Score -4598184 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -4598276.000000 Penalty: 3413.915283
	Iteration 30Q: 3 clusters Score -4598276 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -4598356.000000 Penalty: 3413.915283
	Iteration 31Q: 3 clusters Score -4598356 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -4598454.000000 Penalty: 3413.915283
	Iteration 32Q: 3 clusters Score -4598454 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -4598542.500000 Penalty: 3413.915283
	Iteration 33Q: 3 clusters Score -4598542 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -4598646.000000 Penalty: 3413.915283
	Iteration 34Q: 3 clusters Score -4598646 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -4598722.000000 Penalty: 3413.915283
	Iteration 35Q: 3 clusters Score -4598722 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4598770.000000 Penalty: 3413.915283
	Iteration 36Q: 3 clusters Score -4598770 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -4598801.500000 Penalty: 3413.915283
	Iteration 37Q: 3 clusters Score -4598802 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -4598857.000000 Penalty: 3413.915283
	Iteration 38Q: 3 clusters Score -4598857 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -4598899.500000 Penalty: 3413.915283
	Iteration 39Q: 3 clusters Score -4598900 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -4598983.500000 Penalty: 3413.915283
	Iteration 40F: 3 clusters Score -4598984 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -4599071.000000 Penalty: 3413.915283
	Iteration 41Q: 3 clusters Score -4599071 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -4599328.000000 Penalty: 3413.915283
	Iteration 42Q: 3 clusters Score -4599328 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -4600022.000000 Penalty: 3413.915283
	Iteration 43Q: 3 clusters Score -4600022 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -4601282.500000 Penalty: 3413.915283
	Iteration 44Q: 3 clusters Score -4601282 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -4601497.000000 Penalty: 3413.915283
	Iteration 45Q: 3 clusters Score -4601497 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -4601516.500000 Penalty: 3413.915283
	Iteration 46Q: 3 clusters Score -4601516 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -4601549.000000 Penalty: 3413.915283
	Iteration 47Q: 3 clusters Score -4601549 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -4601577.500000 Penalty: 3413.915283
	Iteration 48Q: 3 clusters Score -4601578 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -4601576.000000 Penalty: 3413.915283
	Iteration 49Q: 3 clusters Score -4601576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -4601574.500000 Penalty: 3413.915283
	Iteration 50Q: 3 clusters Score -4601574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -4601581.000000 Penalty: 3413.915283
	Iteration 51Q: 3 clusters Score -4601581 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -4601583.500000 Penalty: 3413.915283
	Iteration 52Q: 3 clusters Score -4601584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -4601580.500000 Penalty: 3413.915283
	Iteration 53Q: 3 clusters Score -4601580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -4601584.500000 Penalty: 3413.915283
	Iteration 54Q: 3 clusters Score -4601584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -4601575.500000 Penalty: 3413.915283
	Iteration 55Q: 3 clusters Score -4601576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -4601585.500000 Penalty: 3413.915283
	Iteration 56Q: 3 clusters Score -4601586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -4601587.500000 Penalty: 3413.915283
	Iteration 57Q: 3 clusters Score -4601588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -4601590.000000 Penalty: 3413.915283
	Iteration 58Q: 3 clusters Score -4601590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -4601592.000000 Penalty: 3413.915283
	Iteration 59Q: 3 clusters Score -4601592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -4601599.000000 Penalty: 3413.915283
	Iteration 60F: 3 clusters Score -4601599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -4601607.500000 Penalty: 3413.915283
	Iteration 61Q: 3 clusters Score -4601608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -4601595.500000 Penalty: 3413.915283
	Iteration 62Q: 3 clusters Score -4601596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -4601594.000000 Penalty: 3413.915283
	Iteration 63Q: 3 clusters Score -4601594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -4601589.500000 Penalty: 3413.915283
	Iteration 64Q: 3 clusters Score -4601590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -4601589.500000 Penalty: 3413.915283
	Iteration 65F: 3 clusters Score -4601590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 8990 members 
Mstep: Class 5 contains 1151 members 
Mstep: Class 6 contains 37844 members 
Mstep: Class 7 contains 107368 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 20304 members 
Mstep: Class 10 contains 47279 members 
Mstep: Class 11 contains 160186 members 
Mstep: Class 12 contains 54982 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 7867 members 
Mstep: Class 15 contains 10964 members 
Mstep: Class 16 contains 32220 members 
Mstep: Class 17 contains 29568 members 
Mstep: Class 18 contains 8863 members 
Mstep: Class 19 contains 21600 members 
Mstep: Class 20 contains 141991 members 
Mstep: Class 21 contains 19275 members 
Mstep: Class 22 contains 108038 members 
Mstep: Class 23 contains 5320 members 
Mstep: Class 24 contains 192 members 
Mstep: Class 25 contains 636 members 
Mstep: Class 26 contains 5280 members 
Mstep: Class 27 contains 15087 members 
Mstep: Class 28 contains 6906 members 
Entering Unmasked Estep 
Score: -108813192.000000 Penalty: 62304.070312
Splitting cluster 17 changes total score from -108790632.000000 to -108813192.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (8863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Entering Unmasked Estep 
Score: -1121186.125000 Penalty: 1477.066650
	Iteration 0F: 2 clusters Score -1121186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1114748.125000 Penalty: 2954.133301
	Iteration 0F: 3 clusters Score -1114748 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1116706.000000 Penalty: 2954.133301
	Iteration 1F: 3 clusters Score -1116706 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1116932.750000 Penalty: 2954.133301
	Iteration 2F: 3 clusters Score -1116933 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1117104.750000 Penalty: 2954.133301
	Iteration 3Q: 3 clusters Score -1117105 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1117233.375000 Penalty: 2954.133301
	Iteration 4Q: 3 clusters Score -1117233 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1117367.125000 Penalty: 2954.133301
	Iteration 5Q: 3 clusters Score -1117367 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1117501.125000 Penalty: 2954.133301
	Iteration 6Q: 3 clusters Score -1117501 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1117643.125000 Penalty: 2954.133301
	Iteration 7Q: 3 clusters Score -1117643 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1117796.500000 Penalty: 2954.133301
	Iteration 8Q: 3 clusters Score -1117796 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1117982.375000 Penalty: 2954.133301
	Iteration 9Q: 3 clusters Score -1117982 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1118200.875000 Penalty: 2954.133301
	Iteration 10Q: 3 clusters Score -1118201 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1118463.500000 Penalty: 2954.133301
	Iteration 11Q: 3 clusters Score -1118464 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1118780.875000 Penalty: 2954.133301
	Iteration 12F: 3 clusters Score -1118781 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1119162.875000 Penalty: 2954.133301
	Iteration 13F: 3 clusters Score -1119163 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1119580.125000 Penalty: 2954.133301
	Iteration 14F: 3 clusters Score -1119580 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1119921.500000 Penalty: 2954.133301
	Iteration 15F: 3 clusters Score -1119922 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1120153.500000 Penalty: 2954.133301
	Iteration 16Q: 3 clusters Score -1120154 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1120310.750000 Penalty: 2954.133301
	Iteration 17Q: 3 clusters Score -1120311 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1120399.500000 Penalty: 2954.133301
	Iteration 18Q: 3 clusters Score -1120400 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1120448.000000 Penalty: 2954.133301
	Iteration 19Q: 3 clusters Score -1120448 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1120471.250000 Penalty: 2954.133301
	Iteration 20F: 3 clusters Score -1120471 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1120498.750000 Penalty: 2954.133301
	Iteration 21Q: 3 clusters Score -1120499 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1120523.125000 Penalty: 2954.133301
	Iteration 22Q: 3 clusters Score -1120523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1120543.625000 Penalty: 2954.133301
	Iteration 23Q: 3 clusters Score -1120544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1120563.000000 Penalty: 2954.133301
	Iteration 24Q: 3 clusters Score -1120563 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1120588.375000 Penalty: 2954.133301
	Iteration 25Q: 3 clusters Score -1120588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1120604.250000 Penalty: 2954.133301
	Iteration 26Q: 3 clusters Score -1120604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1120620.250000 Penalty: 2954.133301
	Iteration 27Q: 3 clusters Score -1120620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1120635.750000 Penalty: 2954.133301
	Iteration 28Q: 3 clusters Score -1120636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1120644.875000 Penalty: 2954.133301
	Iteration 29Q: 3 clusters Score -1120645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1120651.500000 Penalty: 2954.133301
	Iteration 30Q: 3 clusters Score -1120652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1120653.750000 Penalty: 2954.133301
	Iteration 31Q: 3 clusters Score -1120654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1120657.000000 Penalty: 2954.133301
	Iteration 32Q: 3 clusters Score -1120657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1120665.875000 Penalty: 2954.133301
	Iteration 33Q: 3 clusters Score -1120666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1120664.375000 Penalty: 2954.133301
	Iteration 34Q: 3 clusters Score -1120664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1120668.375000 Penalty: 2954.133301
	Iteration 35Q: 3 clusters Score -1120668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1120669.625000 Penalty: 2954.133301
	Iteration 36Q: 3 clusters Score -1120670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1120669.625000 Penalty: 2954.133301
	Iteration 37Q: 3 clusters Score -1120670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1120670.375000 Penalty: 2954.133301
	Iteration 38Q: 3 clusters Score -1120670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1120670.875000 Penalty: 2954.133301
	Iteration 39Q: 3 clusters Score -1120671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1120672.125000 Penalty: 2954.133301
	Iteration 40F: 3 clusters Score -1120672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1120671.375000 Penalty: 2954.133301
	Iteration 41Q: 3 clusters Score -1120671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1120672.000000 Penalty: 2954.133301
	Iteration 42Q: 3 clusters Score -1120672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1120672.250000 Penalty: 2954.133301
	Iteration 43Q: 3 clusters Score -1120672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1120672.250000 Penalty: 2954.133301
	Iteration 44Q: 3 clusters Score -1120672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1120672.375000 Penalty: 2954.133301
	Iteration 45Q: 3 clusters Score -1120672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1120671.500000 Penalty: 2954.133301
	Iteration 46Q: 3 clusters Score -1120672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1120674.750000 Penalty: 2954.133301
	Iteration 47Q: 3 clusters Score -1120675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1120673.375000 Penalty: 2954.133301
	Iteration 48Q: 3 clusters Score -1120673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1120673.375000 Penalty: 2954.133301
	Iteration 49F: 3 clusters Score -1120673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Entering Unmasked Estep 
Score: -2702160.000000 Penalty: 1621.822876
	Iteration 0F: 2 clusters Score -2702160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2687405.750000 Penalty: 3243.645752
	Iteration 0F: 3 clusters Score -2687406 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2693559.000000 Penalty: 3243.645752
	Iteration 1F: 3 clusters Score -2693559 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2694866.000000 Penalty: 3243.645752
	Iteration 2F: 3 clusters Score -2694866 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2696526.500000 Penalty: 3243.645752
	Iteration 3F: 3 clusters Score -2696526 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2698075.750000 Penalty: 3243.645752
	Iteration 4F: 3 clusters Score -2698076 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2699159.500000 Penalty: 3243.645752
	Iteration 5F: 3 clusters Score -2699160 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2699932.500000 Penalty: 3243.645752
	Iteration 6F: 3 clusters Score -2699932 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2700395.250000 Penalty: 3243.645752
	Iteration 7Q: 3 clusters Score -2700395 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2700672.250000 Penalty: 3243.645752
	Iteration 8Q: 3 clusters Score -2700672 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2700846.250000 Penalty: 3243.645752
	Iteration 9Q: 3 clusters Score -2700846 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2700975.500000 Penalty: 3243.645752
	Iteration 10Q: 3 clusters Score -2700976 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2701052.250000 Penalty: 3243.645752
	Iteration 11Q: 3 clusters Score -2701052 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2701119.750000 Penalty: 3243.645752
	Iteration 12Q: 3 clusters Score -2701120 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2701156.750000 Penalty: 3243.645752
	Iteration 13Q: 3 clusters Score -2701157 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2701203.250000 Penalty: 3243.645752
	Iteration 14Q: 3 clusters Score -2701203 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2701231.250000 Penalty: 3243.645752
	Iteration 15Q: 3 clusters Score -2701231 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2701271.000000 Penalty: 3243.645752
	Iteration 16Q: 3 clusters Score -2701271 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2701299.000000 Penalty: 3243.645752
	Iteration 17Q: 3 clusters Score -2701299 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2701322.000000 Penalty: 3243.645752
	Iteration 18Q: 3 clusters Score -2701322 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2701351.500000 Penalty: 3243.645752
	Iteration 19Q: 3 clusters Score -2701352 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2701375.500000 Penalty: 3243.645752
	Iteration 20F: 3 clusters Score -2701376 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2701407.500000 Penalty: 3243.645752
	Iteration 21Q: 3 clusters Score -2701408 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2701438.250000 Penalty: 3243.645752
	Iteration 22Q: 3 clusters Score -2701438 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2701461.750000 Penalty: 3243.645752
	Iteration 23Q: 3 clusters Score -2701462 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2701519.500000 Penalty: 3243.645752
	Iteration 24Q: 3 clusters Score -2701520 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2701558.000000 Penalty: 3243.645752
	Iteration 25Q: 3 clusters Score -2701558 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2701566.750000 Penalty: 3243.645752
	Iteration 26Q: 3 clusters Score -2701567 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2701592.250000 Penalty: 3243.645752
	Iteration 27Q: 3 clusters Score -2701592 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2701611.000000 Penalty: 3243.645752
	Iteration 28Q: 3 clusters Score -2701611 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2701623.000000 Penalty: 3243.645752
	Iteration 29Q: 3 clusters Score -2701623 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2701634.000000 Penalty: 3243.645752
	Iteration 30Q: 3 clusters Score -2701634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2701634.500000 Penalty: 3243.645752
	Iteration 31Q: 3 clusters Score -2701634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2701647.500000 Penalty: 3243.645752
	Iteration 32Q: 3 clusters Score -2701648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2701656.500000 Penalty: 3243.645752
	Iteration 33Q: 3 clusters Score -2701656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2701661.750000 Penalty: 3243.645752
	Iteration 34Q: 3 clusters Score -2701662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2701668.750000 Penalty: 3243.645752
	Iteration 35Q: 3 clusters Score -2701669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2701679.000000 Penalty: 3243.645752
	Iteration 36Q: 3 clusters Score -2701679 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2701681.500000 Penalty: 3243.645752
	Iteration 37Q: 3 clusters Score -2701682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2701698.500000 Penalty: 3243.645752
	Iteration 38Q: 3 clusters Score -2701698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2701710.000000 Penalty: 3243.645752
	Iteration 39Q: 3 clusters Score -2701710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2701713.500000 Penalty: 3243.645752
	Iteration 40F: 3 clusters Score -2701714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2701715.000000 Penalty: 3243.645752
	Iteration 41Q: 3 clusters Score -2701715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2701722.000000 Penalty: 3243.645752
	Iteration 42Q: 3 clusters Score -2701722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2701723.000000 Penalty: 3243.645752
	Iteration 43Q: 3 clusters Score -2701723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2701722.500000 Penalty: 3243.645752
	Iteration 44Q: 3 clusters Score -2701722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2701724.500000 Penalty: 3243.645752
	Iteration 45Q: 3 clusters Score -2701724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2701726.500000 Penalty: 3243.645752
	Iteration 46Q: 3 clusters Score -2701726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2701733.750000 Penalty: 3243.645752
	Iteration 47Q: 3 clusters Score -2701734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2701738.500000 Penalty: 3243.645752
	Iteration 48Q: 3 clusters Score -2701738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2701736.000000 Penalty: 3243.645752
	Iteration 49Q: 3 clusters Score -2701736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2701737.750000 Penalty: 3243.645752
	Iteration 50Q: 3 clusters Score -2701738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2701735.500000 Penalty: 3243.645752
	Iteration 51Q: 3 clusters Score -2701736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2701733.250000 Penalty: 3243.645752
	Iteration 52Q: 3 clusters Score -2701733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2701735.250000 Penalty: 3243.645752
	Iteration 53Q: 3 clusters Score -2701735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2701736.250000 Penalty: 3243.645752
	Iteration 54Q: 3 clusters Score -2701736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2701733.500000 Penalty: 3243.645752
	Iteration 55Q: 3 clusters Score -2701734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2701733.500000 Penalty: 3243.645752
	Iteration 56F: 3 clusters Score -2701734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (141991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141991 members 
Entering Unmasked Estep 
Score: -18291150.000000 Penalty: 1927.821777
	Iteration 0F: 2 clusters Score -1.829115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70789 members 
Mstep: Class 2 contains 71202 members 
Entering Unmasked Estep 
Score: -18214666.000000 Penalty: 3855.643555
	Iteration 0F: 3 clusters Score -1.821467e+07 nChanged 68673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -18255390.000000 Penalty: 3855.643555
	Iteration 1F: 3 clusters Score -1.825539e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -18256746.000000 Penalty: 3855.643555
	Iteration 2Q: 3 clusters Score -1.825675e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -18258512.000000 Penalty: 3855.643555
	Iteration 3Q: 3 clusters Score -1.825851e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 78785 members 
Entering Unmasked Estep 
Score: -18261144.000000 Penalty: 3855.643555
	Iteration 4Q: 3 clusters Score -1.826114e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 82531 members 
Entering Unmasked Estep 
Score: -18264804.000000 Penalty: 3855.643555
	Iteration 5F: 3 clusters Score -1.82648e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 86896 members 
Entering Unmasked Estep 
Score: -18270414.000000 Penalty: 3855.643555
	Iteration 6F: 3 clusters Score -1.827041e+07 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 90968 members 
Entering Unmasked Estep 
Score: -18277288.000000 Penalty: 3855.643555
	Iteration 7F: 3 clusters Score -1.827729e+07 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 93308 members 
Entering Unmasked Estep 
Score: -18283164.000000 Penalty: 3855.643555
	Iteration 8F: 3 clusters Score -1.828316e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 93810 members 
Entering Unmasked Estep 
Score: -18286262.000000 Penalty: 3855.643555
	Iteration 9F: 3 clusters Score -1.828626e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -18287430.000000 Penalty: 3855.643555
	Iteration 10Q: 3 clusters Score -1.828743e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 92895 members 
Entering Unmasked Estep 
Score: -18288076.000000 Penalty: 3855.643555
	Iteration 11Q: 3 clusters Score -1.828808e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -18288574.000000 Penalty: 3855.643555
	Iteration 12Q: 3 clusters Score -1.828857e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 90913 members 
Entering Unmasked Estep 
Score: -18289104.000000 Penalty: 3855.643555
	Iteration 13Q: 3 clusters Score -1.82891e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 89613 members 
Entering Unmasked Estep 
Score: -18289734.000000 Penalty: 3855.643555
	Iteration 14Q: 3 clusters Score -1.828973e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -18290324.000000 Penalty: 3855.643555
	Iteration 15Q: 3 clusters Score -1.829032e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -18291034.000000 Penalty: 3855.643555
	Iteration 16Q: 3 clusters Score -1.829103e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -18291586.000000 Penalty: 3855.643555
	Iteration 17Q: 3 clusters Score -1.829159e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 83102 members 
Entering Unmasked Estep 
Score: -18292418.000000 Penalty: 3855.643555
	Iteration 18Q: 3 clusters Score -1.829242e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 81183 members 
Entering Unmasked Estep 
Score: -18293198.000000 Penalty: 3855.643555
	Iteration 19Q: 3 clusters Score -1.82932e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -18293926.000000 Penalty: 3855.643555
	Iteration 20F: 3 clusters Score -1.829393e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 77397 members 
Entering Unmasked Estep 
Score: -18294778.000000 Penalty: 3855.643555
	Iteration 21Q: 3 clusters Score -1.829478e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -18295496.000000 Penalty: 3855.643555
	Iteration 22Q: 3 clusters Score -1.82955e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67942 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -18296076.000000 Penalty: 3855.643555
	Iteration 23Q: 3 clusters Score -1.829608e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 2 contains 72593 members 
Entering Unmasked Estep 
Score: -18296658.000000 Penalty: 3855.643555
	Iteration 24Q: 3 clusters Score -1.829666e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -18297104.000000 Penalty: 3855.643555
	Iteration 25Q: 3 clusters Score -1.82971e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -18297270.000000 Penalty: 3855.643555
	Iteration 26Q: 3 clusters Score -1.829727e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -18297538.000000 Penalty: 3855.643555
	Iteration 27Q: 3 clusters Score -1.829754e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73635 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -18297590.000000 Penalty: 3855.643555
	Iteration 28Q: 3 clusters Score -1.829759e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74289 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -18297722.000000 Penalty: 3855.643555
	Iteration 29Q: 3 clusters Score -1.829772e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 67176 members 
Entering Unmasked Estep 
Score: -18297790.000000 Penalty: 3855.643555
	Iteration 30Q: 3 clusters Score -1.829779e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -18297816.000000 Penalty: 3855.643555
	Iteration 31Q: 3 clusters Score -1.829782e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75562 members 
Mstep: Class 2 contains 66429 members 
Entering Unmasked Estep 
Score: -18297848.000000 Penalty: 3855.643555
	Iteration 32Q: 3 clusters Score -1.829785e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -18297788.000000 Penalty: 3855.643555
	Iteration 33Q: 3 clusters Score -1.829779e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -18297788.000000 Penalty: 3855.643555
	Iteration 34Q: 3 clusters Score -1.829779e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 65885 members 
Entering Unmasked Estep 
Score: -18297752.000000 Penalty: 3855.643555
	Iteration 35Q: 3 clusters Score -1.829775e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76196 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -18297728.000000 Penalty: 3855.643555
	Iteration 36Q: 3 clusters Score -1.829773e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 65699 members 
Entering Unmasked Estep 
Score: -18297722.000000 Penalty: 3855.643555
	Iteration 37Q: 3 clusters Score -1.829772e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -18297694.000000 Penalty: 3855.643555
	Iteration 38Q: 3 clusters Score -1.829769e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76466 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -18297680.000000 Penalty: 3855.643555
	Iteration 39Q: 3 clusters Score -1.829768e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76541 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -18297694.000000 Penalty: 3855.643555
	Iteration 40F: 3 clusters Score -1.829769e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76601 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -18297692.000000 Penalty: 3855.643555
	Iteration 41Q: 3 clusters Score -1.829769e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76644 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -18297708.000000 Penalty: 3855.643555
	Iteration 42Q: 3 clusters Score -1.829771e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -18297714.000000 Penalty: 3855.643555
	Iteration 43Q: 3 clusters Score -1.829771e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76728 members 
Mstep: Class 2 contains 65263 members 
Entering Unmasked Estep 
Score: -18297714.000000 Penalty: 3855.643555
	Iteration 44Q: 3 clusters Score -1.829771e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -18297710.000000 Penalty: 3855.643555
	Iteration 45Q: 3 clusters Score -1.829771e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76787 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -18297710.000000 Penalty: 3855.643555
	Iteration 46Q: 3 clusters Score -1.829771e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -18297694.000000 Penalty: 3855.643555
	Iteration 47Q: 3 clusters Score -1.829769e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76827 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -18297700.000000 Penalty: 3855.643555
	Iteration 48Q: 3 clusters Score -1.82977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -18297692.000000 Penalty: 3855.643555
	Iteration 49Q: 3 clusters Score -1.829769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -18297702.000000 Penalty: 3855.643555
	Iteration 50Q: 3 clusters Score -1.82977e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76844 members 
Mstep: Class 2 contains 65147 members 
Entering Unmasked Estep 
Score: -18297702.000000 Penalty: 3855.643555
	Iteration 51Q: 3 clusters Score -1.82977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76851 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -18297698.000000 Penalty: 3855.643555
	Iteration 52Q: 3 clusters Score -1.82977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76856 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -18297714.000000 Penalty: 3855.643555
	Iteration 53Q: 3 clusters Score -1.829771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -18297708.000000 Penalty: 3855.643555
	Iteration 54Q: 3 clusters Score -1.829771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76856 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -18297700.000000 Penalty: 3855.643555
	Iteration 55Q: 3 clusters Score -1.82977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -18297690.000000 Penalty: 3855.643555
	Iteration 56Q: 3 clusters Score -1.829769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76847 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -18297678.000000 Penalty: 3855.643555
	Iteration 57Q: 3 clusters Score -1.829768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -18297680.000000 Penalty: 3855.643555
	Iteration 58Q: 3 clusters Score -1.829768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -18297684.000000 Penalty: 3855.643555
	Iteration 59Q: 3 clusters Score -1.829768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -18297682.000000 Penalty: 3855.643555
	Iteration 60F: 3 clusters Score -1.829768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -18297690.000000 Penalty: 3855.643555
	Iteration 61Q: 3 clusters Score -1.829769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -18297680.000000 Penalty: 3855.643555
	Iteration 62Q: 3 clusters Score -1.829768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -18297682.000000 Penalty: 3855.643555
	Iteration 63Q: 3 clusters Score -1.829768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -18297678.000000 Penalty: 3855.643555
	Iteration 64Q: 3 clusters Score -1.829768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
Score: -18297672.000000 Penalty: 3855.643555
	Iteration 65Q: 3 clusters Score -1.829767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -18297684.000000 Penalty: 3855.643555
	Iteration 66Q: 3 clusters Score -1.829768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -18297686.000000 Penalty: 3855.643555
	Iteration 67Q: 3 clusters Score -1.829769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -18297686.000000 Penalty: 3855.643555
	Iteration 68F: 3 clusters Score -1.829769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 8990 members 
Mstep: Class 5 contains 1151 members 
Mstep: Class 6 contains 37844 members 
Mstep: Class 7 contains 107368 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 20304 members 
Mstep: Class 10 contains 47279 members 
Mstep: Class 11 contains 160186 members 
Mstep: Class 12 contains 54982 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 7867 members 
Mstep: Class 15 contains 10964 members 
Mstep: Class 16 contains 32220 members 
Mstep: Class 17 contains 29568 members 
Mstep: Class 18 contains 8863 members 
Mstep: Class 19 contains 21600 members 
Mstep: Class 20 contains 76849 members 
Mstep: Class 21 contains 19275 members 
Mstep: Class 22 contains 108038 members 
Mstep: Class 23 contains 5320 members 
Mstep: Class 24 contains 192 members 
Mstep: Class 25 contains 636 members 
Mstep: Class 26 contains 5280 members 
Mstep: Class 27 contains 15087 members 
Mstep: Class 28 contains 6906 members 
Mstep: Class 29 contains 65142 members 
Entering Unmasked Estep 
Score: -108817824.000000 Penalty: 64529.214844
Splitting cluster 20 changes total score from -108790632.000000 to -108817824.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (19275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Entering Unmasked Estep 
Score: -2322250.250000 Penalty: 1603.316650
	Iteration 0F: 2 clusters Score -2322250 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 9629 members 
Entering Unmasked Estep 
Score: -2309131.250000 Penalty: 3206.633301
	Iteration 0F: 3 clusters Score -2309131 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2314373.250000 Penalty: 3206.633301
	Iteration 1F: 3 clusters Score -2314373 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2316395.500000 Penalty: 3206.633301
	Iteration 2F: 3 clusters Score -2316396 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2320386.250000 Penalty: 3206.633301
	Iteration 3F: 3 clusters Score -2320386 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2323482.250000 Penalty: 3206.633301
	Iteration 4F: 3 clusters Score -2323482 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2324586.000000 Penalty: 3206.633301
	Iteration 5F: 3 clusters Score -2324586 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2325022.500000 Penalty: 3206.633301
	Iteration 6Q: 3 clusters Score -2325022 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2325312.500000 Penalty: 3206.633301
	Iteration 7Q: 3 clusters Score -2325312 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2325653.750000 Penalty: 3206.633301
	Iteration 8Q: 3 clusters Score -2325654 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2326084.500000 Penalty: 3206.633301
	Iteration 9Q: 3 clusters Score -2326084 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2326616.000000 Penalty: 3206.633301
	Iteration 10Q: 3 clusters Score -2326616 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2327278.250000 Penalty: 3206.633301
	Iteration 11Q: 3 clusters Score -2327278 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2327988.500000 Penalty: 3206.633301
	Iteration 12Q: 3 clusters Score -2327988 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2328558.250000 Penalty: 3206.633301
	Iteration 13Q: 3 clusters Score -2328558 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2328947.250000 Penalty: 3206.633301
	Iteration 14Q: 3 clusters Score -2328947 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2329137.750000 Penalty: 3206.633301
	Iteration 15Q: 3 clusters Score -2329138 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2329219.750000 Penalty: 3206.633301
	Iteration 16Q: 3 clusters Score -2329220 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2329252.750000 Penalty: 3206.633301
	Iteration 17Q: 3 clusters Score -2329253 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2329271.750000 Penalty: 3206.633301
	Iteration 18Q: 3 clusters Score -2329272 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2329280.250000 Penalty: 3206.633301
	Iteration 19Q: 3 clusters Score -2329280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2329284.750000 Penalty: 3206.633301
	Iteration 20F: 3 clusters Score -2329285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2329294.750000 Penalty: 3206.633301
	Iteration 21Q: 3 clusters Score -2329295 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2329302.750000 Penalty: 3206.633301
	Iteration 22Q: 3 clusters Score -2329303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2329306.250000 Penalty: 3206.633301
	Iteration 23Q: 3 clusters Score -2329306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2329304.500000 Penalty: 3206.633301
	Iteration 24Q: 3 clusters Score -2329304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2329298.500000 Penalty: 3206.633301
	Iteration 25Q: 3 clusters Score -2329298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2329299.750000 Penalty: 3206.633301
	Iteration 26Q: 3 clusters Score -2329300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2329298.500000 Penalty: 3206.633301
	Iteration 27Q: 3 clusters Score -2329298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2329299.500000 Penalty: 3206.633301
	Iteration 28Q: 3 clusters Score -2329300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2329302.750000 Penalty: 3206.633301
	Iteration 29Q: 3 clusters Score -2329303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2329306.000000 Penalty: 3206.633301
	Iteration 30Q: 3 clusters Score -2329306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2329304.750000 Penalty: 3206.633301
	Iteration 31Q: 3 clusters Score -2329305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2329304.750000 Penalty: 3206.633301
	Iteration 32F: 3 clusters Score -2329305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 8990 members 
Mstep: Class 5 contains 1151 members 
Mstep: Class 6 contains 37844 members 
Mstep: Class 7 contains 107368 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 20304 members 
Mstep: Class 10 contains 47279 members 
Mstep: Class 11 contains 160186 members 
Mstep: Class 12 contains 54982 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 7867 members 
Mstep: Class 15 contains 10964 members 
Mstep: Class 16 contains 32220 members 
Mstep: Class 17 contains 29568 members 
Mstep: Class 18 contains 8863 members 
Mstep: Class 19 contains 21600 members 
Mstep: Class 20 contains 76849 members 
Mstep: Class 21 contains 13379 members 
Mstep: Class 22 contains 108038 members 
Mstep: Class 23 contains 5320 members 
Mstep: Class 24 contains 192 members 
Mstep: Class 25 contains 636 members 
Mstep: Class 26 contains 5280 members 
Mstep: Class 27 contains 15087 members 
Mstep: Class 28 contains 6906 members 
Mstep: Class 29 contains 65142 members 
Mstep: Class 30 contains 5896 members 
Entering Unmasked Estep 
Score: -108824272.000000 Penalty: 66754.359375
Splitting cluster 21 changes total score from -108790632.000000 to -108824272.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 8990 members 
Mstep: Class 5 contains 1151 members 
Mstep: Class 6 contains 37844 members 
Mstep: Class 7 contains 107368 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 20304 members 
Mstep: Class 10 contains 47279 members 
Mstep: Class 11 contains 160186 members 
Mstep: Class 12 contains 54982 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 7867 members 
Mstep: Class 15 contains 10964 members 
Mstep: Class 16 contains 32220 members 
Mstep: Class 17 contains 29568 members 
Mstep: Class 18 contains 8863 members 
Mstep: Class 19 contains 21600 members 
Mstep: Class 20 contains 76849 members 
Mstep: Class 21 contains 13379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108844016.000000 Penalty: 66754.359375
Iteration 39Q: 31 clusters Score -1.08844e+08 nChanged 37353
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 3785 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 9039 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 36253 members 
Mstep: Class 7 contains 108296 members 
Mstep: Class 8 contains 279 members 
Mstep: Class 9 contains 20780 members 
Mstep: Class 10 contains 48276 members 
Mstep: Class 11 contains 159446 members 
Mstep: Class 12 contains 52778 members 
Mstep: Class 13 contains 5045 members 
Mstep: Class 14 contains 7852 members 
Mstep: Class 15 contains 10891 members 
Mstep: Class 16 contains 32532 members 
Mstep: Class 17 contains 29454 members 
Mstep: Class 18 contains 8539 members 
Mstep: Class 19 contains 21518 members 
Mstep: Class 20 contains 80722 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 103800 members 
Mstep: Class 23 contains 5320 members 
Mstep: Class 24 contains 193 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 5161 members 
Mstep: Class 27 contains 15347 members 
Mstep: Class 28 contains 6520 members 
Mstep: Class 29 contains 68059 members 
Mstep: Class 30 contains 5801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108859064.000000 Penalty: 66754.359375
Iteration 40F: 31 clusters Score -1.088591e+08 nChanged 23151
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 3932 members 
Mstep: Class 3 contains 514 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 1330 members 
Mstep: Class 6 contains 35006 members 
Mstep: Class 7 contains 108555 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 20685 members 
Mstep: Class 10 contains 48557 members 
Mstep: Class 11 contains 158544 members 
Mstep: Class 12 contains 51258 members 
Mstep: Class 13 contains 4855 members 
Mstep: Class 14 contains 7635 members 
Mstep: Class 15 contains 10817 members 
Mstep: Class 16 contains 32561 members 
Mstep: Class 17 contains 29000 members 
Mstep: Class 18 contains 8317 members 
Mstep: Class 19 contains 21400 members 
Mstep: Class 20 contains 83586 members 
Mstep: Class 21 contains 11811 members 
Mstep: Class 22 contains 101801 members 
Mstep: Class 23 contains 6002 members 
Mstep: Class 24 contains 208 members 
Mstep: Class 25 contains 932 members 
Mstep: Class 26 contains 5250 members 
Mstep: Class 27 contains 16465 members 
Mstep: Class 28 contains 6778 members 
Mstep: Class 29 contains 70306 members 
Mstep: Class 30 contains 5759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108866768.000000 Penalty: 66754.359375
Iteration 41Q: 31 clusters Score -1.088668e+08 nChanged 15867
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 492 members 
Mstep: Class 4 contains 9510 members 
Mstep: Class 5 contains 1351 members 
Mstep: Class 6 contains 33988 members 
Mstep: Class 7 contains 108762 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 20700 members 
Mstep: Class 10 contains 48819 members 
Mstep: Class 11 contains 157815 members 
Mstep: Class 12 contains 50050 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 10735 members 
Mstep: Class 16 contains 32516 members 
Mstep: Class 17 contains 28475 members 
Mstep: Class 18 contains 8202 members 
Mstep: Class 19 contains 21254 members 
Mstep: Class 20 contains 86154 members 
Mstep: Class 21 contains 11054 members 
Mstep: Class 22 contains 100084 members 
Mstep: Class 23 contains 6417 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 1083 members 
Mstep: Class 26 contains 5243 members 
Mstep: Class 27 contains 17289 members 
Mstep: Class 28 contains 6926 members 
Mstep: Class 29 contains 72232 members 
Mstep: Class 30 contains 5772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108870920.000000 Penalty: 66754.359375
Iteration 42Q: 31 clusters Score -1.088709e+08 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 4185 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 9813 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 33150 members 
Mstep: Class 7 contains 108984 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 20725 members 
Mstep: Class 10 contains 49088 members 
Mstep: Class 11 contains 157150 members 
Mstep: Class 12 contains 49004 members 
Mstep: Class 13 contains 4548 members 
Mstep: Class 14 contains 7242 members 
Mstep: Class 15 contains 10688 members 
Mstep: Class 16 contains 32460 members 
Mstep: Class 17 contains 27892 members 
Mstep: Class 18 contains 8128 members 
Mstep: Class 19 contains 21079 members 
Mstep: Class 20 contains 88572 members 
Mstep: Class 21 contains 10453 members 
Mstep: Class 22 contains 98495 members 
Mstep: Class 23 contains 6690 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 1188 members 
Mstep: Class 26 contains 5229 members 
Mstep: Class 27 contains 17926 members 
Mstep: Class 28 contains 7031 members 
Mstep: Class 29 contains 73898 members 
Mstep: Class 30 contains 5806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108874696.000000 Penalty: 66754.359375
Iteration 43Q: 31 clusters Score -1.088747e+08 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 4288 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 32463 members 
Mstep: Class 7 contains 109174 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 20768 members 
Mstep: Class 10 contains 49333 members 
Mstep: Class 11 contains 156469 members 
Mstep: Class 12 contains 48000 members 
Mstep: Class 13 contains 4439 members 
Mstep: Class 14 contains 7058 members 
Mstep: Class 15 contains 10637 members 
Mstep: Class 16 contains 32344 members 
Mstep: Class 17 contains 27259 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 20939 members 
Mstep: Class 20 contains 90885 members 
Mstep: Class 21 contains 9948 members 
Mstep: Class 22 contains 97073 members 
Mstep: Class 23 contains 6896 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 1295 members 
Mstep: Class 26 contains 5198 members 
Mstep: Class 27 contains 18470 members 
Mstep: Class 28 contains 7133 members 
Mstep: Class 29 contains 75431 members 
Mstep: Class 30 contains 5847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108877432.000000 Penalty: 66754.359375
Iteration 44Q: 31 clusters Score -1.088774e+08 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 1420 members 
Mstep: Class 6 contains 31885 members 
Mstep: Class 7 contains 109316 members 
Mstep: Class 8 contains 312 members 
Mstep: Class 9 contains 20781 members 
Mstep: Class 10 contains 49626 members 
Mstep: Class 11 contains 155715 members 
Mstep: Class 12 contains 47108 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 6911 members 
Mstep: Class 15 contains 10587 members 
Mstep: Class 16 contains 32236 members 
Mstep: Class 17 contains 26587 members 
Mstep: Class 18 contains 7999 members 
Mstep: Class 19 contains 20772 members 
Mstep: Class 20 contains 93155 members 
Mstep: Class 21 contains 9507 members 
Mstep: Class 22 contains 95816 members 
Mstep: Class 23 contains 7076 members 
Mstep: Class 24 contains 214 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 5141 members 
Mstep: Class 27 contains 18933 members 
Mstep: Class 28 contains 7214 members 
Mstep: Class 29 contains 76796 members 
Mstep: Class 30 contains 5895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108880616.000000 Penalty: 66754.359375
Iteration 45Q: 31 clusters Score -1.088806e+08 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 500 members 
Mstep: Class 4 contains 10989 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 6 contains 31357 members 
Mstep: Class 7 contains 109456 members 
Mstep: Class 8 contains 312 members 
Mstep: Class 9 contains 20802 members 
Mstep: Class 10 contains 49870 members 
Mstep: Class 11 contains 155005 members 
Mstep: Class 12 contains 46289 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 6770 members 
Mstep: Class 15 contains 10567 members 
Mstep: Class 16 contains 32112 members 
Mstep: Class 17 contains 25796 members 
Mstep: Class 18 contains 7961 members 
Mstep: Class 19 contains 20586 members 
Mstep: Class 20 contains 95245 members 
Mstep: Class 21 contains 9126 members 
Mstep: Class 22 contains 94657 members 
Mstep: Class 23 contains 7263 members 
Mstep: Class 24 contains 217 members 
Mstep: Class 25 contains 1478 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 19346 members 
Mstep: Class 28 contains 7270 members 
Mstep: Class 29 contains 78139 members 
Mstep: Class 30 contains 5954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108883016.000000 Penalty: 66754.359375
Iteration 46Q: 31 clusters Score -1.08883e+08 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 4531 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 11428 members 
Mstep: Class 5 contains 1434 members 
Mstep: Class 6 contains 30837 members 
Mstep: Class 7 contains 109588 members 
Mstep: Class 8 contains 310 members 
Mstep: Class 9 contains 20825 members 
Mstep: Class 10 contains 50162 members 
Mstep: Class 11 contains 154194 members 
Mstep: Class 12 contains 45515 members 
Mstep: Class 13 contains 4169 members 
Mstep: Class 14 contains 6654 members 
Mstep: Class 15 contains 10531 members 
Mstep: Class 16 contains 31965 members 
Mstep: Class 17 contains 24979 members 
Mstep: Class 18 contains 7942 members 
Mstep: Class 19 contains 20390 members 
Mstep: Class 20 contains 97332 members 
Mstep: Class 21 contains 8804 members 
Mstep: Class 22 contains 93624 members 
Mstep: Class 23 contains 7489 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 1538 members 
Mstep: Class 26 contains 5075 members 
Mstep: Class 27 contains 19692 members 
Mstep: Class 28 contains 7314 members 
Mstep: Class 29 contains 79406 members 
Mstep: Class 30 contains 6005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108886448.000000 Penalty: 66754.359375
Iteration 47Q: 31 clusters Score -1.088864e+08 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 4600 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 11880 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 30400 members 
Mstep: Class 7 contains 109715 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 20788 members 
Mstep: Class 10 contains 50393 members 
Mstep: Class 11 contains 153296 members 
Mstep: Class 12 contains 44782 members 
Mstep: Class 13 contains 4092 members 
Mstep: Class 14 contains 6538 members 
Mstep: Class 15 contains 10468 members 
Mstep: Class 16 contains 31821 members 
Mstep: Class 17 contains 24147 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 99415 members 
Mstep: Class 21 contains 8505 members 
Mstep: Class 22 contains 92733 members 
Mstep: Class 23 contains 7733 members 
Mstep: Class 24 contains 222 members 
Mstep: Class 25 contains 1606 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 20034 members 
Mstep: Class 28 contains 7338 members 
Mstep: Class 29 contains 80603 members 
Mstep: Class 30 contains 6045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108888688.000000 Penalty: 66754.359375
Iteration 48Q: 31 clusters Score -1.088887e+08 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 548 members 
Mstep: Class 4 contains 12269 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 29945 members 
Mstep: Class 7 contains 109886 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 20746 members 
Mstep: Class 10 contains 50631 members 
Mstep: Class 11 contains 152398 members 
Mstep: Class 12 contains 44051 members 
Mstep: Class 13 contains 4022 members 
Mstep: Class 14 contains 6458 members 
Mstep: Class 15 contains 10429 members 
Mstep: Class 16 contains 31653 members 
Mstep: Class 17 contains 23341 members 
Mstep: Class 18 contains 7930 members 
Mstep: Class 19 contains 19933 members 
Mstep: Class 20 contains 101529 members 
Mstep: Class 21 contains 8251 members 
Mstep: Class 22 contains 91889 members 
Mstep: Class 23 contains 7943 members 
Mstep: Class 24 contains 223 members 
Mstep: Class 25 contains 1680 members 
Mstep: Class 26 contains 5106 members 
Mstep: Class 27 contains 20280 members 
Mstep: Class 28 contains 7355 members 
Mstep: Class 29 contains 81736 members 
Mstep: Class 30 contains 6085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108891720.000000 Penalty: 66754.359375
Iteration 49Q: 31 clusters Score -1.088917e+08 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 12624 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 29525 members 
Mstep: Class 7 contains 110011 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 20719 members 
Mstep: Class 10 contains 50907 members 
Mstep: Class 11 contains 151417 members 
Mstep: Class 12 contains 43355 members 
Mstep: Class 13 contains 3961 members 
Mstep: Class 14 contains 6363 members 
Mstep: Class 15 contains 10391 members 
Mstep: Class 16 contains 31449 members 
Mstep: Class 17 contains 22561 members 
Mstep: Class 18 contains 7932 members 
Mstep: Class 19 contains 19669 members 
Mstep: Class 20 contains 103776 members 
Mstep: Class 21 contains 8005 members 
Mstep: Class 22 contains 91109 members 
Mstep: Class 23 contains 8146 members 
Mstep: Class 24 contains 224 members 
Mstep: Class 25 contains 1736 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 20528 members 
Mstep: Class 28 contains 7361 members 
Mstep: Class 29 contains 82814 members 
Mstep: Class 30 contains 6125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108894760.000000 Penalty: 66754.359375
Iteration 50Q: 31 clusters Score -1.088948e+08 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 12909 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 29135 members 
Mstep: Class 7 contains 110133 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 20702 members 
Mstep: Class 10 contains 51164 members 
Mstep: Class 11 contains 150454 members 
Mstep: Class 12 contains 42646 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 6285 members 
Mstep: Class 15 contains 10327 members 
Mstep: Class 16 contains 31220 members 
Mstep: Class 17 contains 21844 members 
Mstep: Class 18 contains 7927 members 
Mstep: Class 19 contains 19374 members 
Mstep: Class 20 contains 106149 members 
Mstep: Class 21 contains 7811 members 
Mstep: Class 22 contains 90341 members 
Mstep: Class 23 contains 8351 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 1795 members 
Mstep: Class 26 contains 5081 members 
Mstep: Class 27 contains 20776 members 
Mstep: Class 28 contains 7373 members 
Mstep: Class 29 contains 83765 members 
Mstep: Class 30 contains 6152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108897776.000000 Penalty: 66754.359375
Iteration 51Q: 31 clusters Score -1.088978e+08 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 13189 members 
Mstep: Class 5 contains 1456 members 
Mstep: Class 6 contains 28763 members 
Mstep: Class 7 contains 110220 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 20660 members 
Mstep: Class 10 contains 51353 members 
Mstep: Class 11 contains 149537 members 
Mstep: Class 12 contains 42018 members 
Mstep: Class 13 contains 3845 members 
Mstep: Class 14 contains 6240 members 
Mstep: Class 15 contains 10259 members 
Mstep: Class 16 contains 30990 members 
Mstep: Class 17 contains 21178 members 
Mstep: Class 18 contains 7915 members 
Mstep: Class 19 contains 19065 members 
Mstep: Class 20 contains 108526 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 89637 members 
Mstep: Class 23 contains 8477 members 
Mstep: Class 24 contains 226 members 
Mstep: Class 25 contains 1843 members 
Mstep: Class 26 contains 5080 members 
Mstep: Class 27 contains 20981 members 
Mstep: Class 28 contains 7381 members 
Mstep: Class 29 contains 84630 members 
Mstep: Class 30 contains 6181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108900664.000000 Penalty: 66754.359375
Iteration 52Q: 31 clusters Score -1.089007e+08 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 4848 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 13412 members 
Mstep: Class 5 contains 1456 members 
Mstep: Class 6 contains 28432 members 
Mstep: Class 7 contains 110278 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 20602 members 
Mstep: Class 10 contains 51539 members 
Mstep: Class 11 contains 148762 members 
Mstep: Class 12 contains 41338 members 
Mstep: Class 13 contains 3804 members 
Mstep: Class 14 contains 6214 members 
Mstep: Class 15 contains 10195 members 
Mstep: Class 16 contains 30766 members 
Mstep: Class 17 contains 20548 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 18739 members 
Mstep: Class 20 contains 110846 members 
Mstep: Class 21 contains 7568 members 
Mstep: Class 22 contains 88949 members 
Mstep: Class 23 contains 8612 members 
Mstep: Class 24 contains 227 members 
Mstep: Class 25 contains 1876 members 
Mstep: Class 26 contains 5078 members 
Mstep: Class 27 contains 21178 members 
Mstep: Class 28 contains 7385 members 
Mstep: Class 29 contains 85447 members 
Mstep: Class 30 contains 6203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108903824.000000 Penalty: 66754.359375
Iteration 53Q: 31 clusters Score -1.089038e+08 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 4874 members 
Mstep: Class 3 contains 598 members 
Mstep: Class 4 contains 13605 members 
Mstep: Class 5 contains 1457 members 
Mstep: Class 6 contains 28163 members 
Mstep: Class 7 contains 110290 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 20565 members 
Mstep: Class 10 contains 51754 members 
Mstep: Class 11 contains 147898 members 
Mstep: Class 12 contains 40649 members 
Mstep: Class 13 contains 3751 members 
Mstep: Class 14 contains 6184 members 
Mstep: Class 15 contains 10156 members 
Mstep: Class 16 contains 30522 members 
Mstep: Class 17 contains 20008 members 
Mstep: Class 18 contains 7882 members 
Mstep: Class 19 contains 18371 members 
Mstep: Class 20 contains 113284 members 
Mstep: Class 21 contains 7467 members 
Mstep: Class 22 contains 88341 members 
Mstep: Class 23 contains 8727 members 
Mstep: Class 24 contains 228 members 
Mstep: Class 25 contains 1924 members 
Mstep: Class 26 contains 5059 members 
Mstep: Class 27 contains 21358 members 
Mstep: Class 28 contains 7366 members 
Mstep: Class 29 contains 86161 members 
Mstep: Class 30 contains 6230 members 
Entering Unmasked Estep 
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Score: -108906768.000000 Penalty: 66754.359375
Iteration 54Q: 31 clusters Score -1.089068e+08 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 13786 members 
Mstep: Class 5 contains 1457 members 
Mstep: Class 6 contains 27995 members 
Mstep: Class 7 contains 110236 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 20511 members 
Mstep: Class 10 contains 51953 members 
Mstep: Class 11 contains 147052 members 
Mstep: Class 12 contains 40032 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 6159 members 
Mstep: Class 15 contains 10105 members 
Mstep: Class 16 contains 30299 members 
Mstep: Class 17 contains 19484 members 
Mstep: Class 18 contains 7867 members 
Mstep: Class 19 contains 18041 members 
Mstep: Class 20 contains 115703 members 
Mstep: Class 21 contains 7391 members 
Mstep: Class 22 contains 87789 members 
Mstep: Class 23 contains 8827 members 
Mstep: Class 24 contains 227 members 
Mstep: Class 25 contains 1963 members 
Mstep: Class 26 contains 5061 members 
Mstep: Class 27 contains 21503 members 
Mstep: Class 28 contains 7350 members 
Mstep: Class 29 contains 86678 members 
Mstep: Class 30 contains 6257 members 
Entering Unmasked Estep 
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Iteration 55Q: 31 clusters Score -1.089095e+08 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 4937 members 
Mstep: Class 3 contains 609 members 
Mstep: Class 4 contains 13918 members 
Mstep: Class 5 contains 1457 members 
Mstep: Class 6 contains 27910 members 
Mstep: Class 7 contains 110239 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 20459 members 
Mstep: Class 10 contains 52194 members 
Mstep: Class 11 contains 146233 members 
Mstep: Class 12 contains 39403 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 6127 members 
Mstep: Class 15 contains 10065 members 
Mstep: Class 16 contains 30080 members 
Mstep: Class 17 contains 18990 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 17740 members 
Mstep: Class 20 contains 118079 members 
Mstep: Class 21 contains 7333 members 
Mstep: Class 22 contains 87274 members 
Mstep: Class 23 contains 8920 members 
Mstep: Class 24 contains 227 members 
Mstep: Class 25 contains 1995 members 
Mstep: Class 26 contains 5060 members 
Mstep: Class 27 contains 21605 members 
Mstep: Class 28 contains 7338 members 
Mstep: Class 29 contains 86995 members 
Mstep: Class 30 contains 6274 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 31 clusters Score -1.089117e+08 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 612 members 
Mstep: Class 4 contains 14023 members 
Mstep: Class 5 contains 1457 members 
Mstep: Class 6 contains 27853 members 
Mstep: Class 7 contains 110245 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 20380 members 
Mstep: Class 10 contains 52434 members 
Mstep: Class 11 contains 145468 members 
Mstep: Class 12 contains 38777 members 
Mstep: Class 13 contains 3599 members 
Mstep: Class 14 contains 6112 members 
Mstep: Class 15 contains 10049 members 
Mstep: Class 16 contains 29924 members 
Mstep: Class 17 contains 18520 members 
Mstep: Class 18 contains 7852 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 20 contains 120348 members 
Mstep: Class 21 contains 7256 members 
Mstep: Class 22 contains 86811 members 
Mstep: Class 23 contains 8992 members 
Mstep: Class 24 contains 227 members 
Mstep: Class 25 contains 2017 members 
Mstep: Class 26 contains 5063 members 
Mstep: Class 27 contains 21705 members 
Mstep: Class 28 contains 7323 members 
Mstep: Class 29 contains 87244 members 
Mstep: Class 30 contains 6289 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 31 clusters Score -1.089135e+08 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 4976 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 14114 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 27830 members 
Mstep: Class 7 contains 110235 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 20347 members 
Mstep: Class 10 contains 52670 members 
Mstep: Class 11 contains 144927 members 
Mstep: Class 12 contains 38200 members 
Mstep: Class 13 contains 3547 members 
Mstep: Class 14 contains 6092 members 
Mstep: Class 15 contains 10014 members 
Mstep: Class 16 contains 29764 members 
Mstep: Class 17 contains 18103 members 
Mstep: Class 18 contains 7852 members 
Mstep: Class 19 contains 17196 members 
Mstep: Class 20 contains 122343 members 
Mstep: Class 21 contains 7207 members 
Mstep: Class 22 contains 86318 members 
Mstep: Class 23 contains 9075 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 2022 members 
Mstep: Class 26 contains 5059 members 
Mstep: Class 27 contains 21790 members 
Mstep: Class 28 contains 7303 members 
Mstep: Class 29 contains 87442 members 
Mstep: Class 30 contains 6296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108914512.000000 Penalty: 66754.359375
Iteration 58Q: 31 clusters Score -1.089145e+08 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 14200 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 27819 members 
Mstep: Class 7 contains 110214 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 20290 members 
Mstep: Class 10 contains 52926 members 
Mstep: Class 11 contains 144606 members 
Mstep: Class 12 contains 37685 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 14 contains 6075 members 
Mstep: Class 15 contains 9986 members 
Mstep: Class 16 contains 29643 members 
Mstep: Class 17 contains 17735 members 
Mstep: Class 18 contains 7857 members 
Mstep: Class 19 contains 16999 members 
Mstep: Class 20 contains 123933 members 
Mstep: Class 21 contains 7149 members 
Mstep: Class 22 contains 85876 members 
Mstep: Class 23 contains 9147 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 2023 members 
Mstep: Class 26 contains 5054 members 
Mstep: Class 27 contains 21863 members 
Mstep: Class 28 contains 7305 members 
Mstep: Class 29 contains 87597 members 
Mstep: Class 30 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108914912.000000 Penalty: 66754.359375
Iteration 59Q: 31 clusters Score -1.089149e+08 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 5004 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 14298 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 27823 members 
Mstep: Class 7 contains 110242 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 20223 members 
Mstep: Class 10 contains 53114 members 
Mstep: Class 11 contains 144411 members 
Mstep: Class 12 contains 37216 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 9973 members 
Mstep: Class 16 contains 29538 members 
Mstep: Class 17 contains 17413 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 16820 members 
Mstep: Class 20 contains 125177 members 
Mstep: Class 21 contains 7098 members 
Mstep: Class 22 contains 85445 members 
Mstep: Class 23 contains 9208 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 2029 members 
Mstep: Class 26 contains 5063 members 
Mstep: Class 27 contains 21930 members 
Mstep: Class 28 contains 7300 members 
Mstep: Class 29 contains 87814 members 
Mstep: Class 30 contains 6309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916192.000000 Penalty: 66754.359375
Iteration 60F: 31 clusters Score -1.089162e+08 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 14429 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 27801 members 
Mstep: Class 7 contains 110266 members 
Mstep: Class 8 contains 347 members 
Mstep: Class 9 contains 20166 members 
Mstep: Class 10 contains 53252 members 
Mstep: Class 11 contains 143850 members 
Mstep: Class 12 contains 36838 members 
Mstep: Class 13 contains 3384 members 
Mstep: Class 14 contains 6019 members 
Mstep: Class 15 contains 9948 members 
Mstep: Class 16 contains 29463 members 
Mstep: Class 17 contains 17101 members 
Mstep: Class 18 contains 7872 members 
Mstep: Class 19 contains 16657 members 
Mstep: Class 20 contains 126637 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 85031 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 2021 members 
Mstep: Class 26 contains 5070 members 
Mstep: Class 27 contains 22000 members 
Mstep: Class 28 contains 7289 members 
Mstep: Class 29 contains 88069 members 
Mstep: Class 30 contains 6316 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 31 clusters Score -1.089171e+08 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 14545 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 27770 members 
Mstep: Class 7 contains 110272 members 
Mstep: Class 8 contains 348 members 
Mstep: Class 9 contains 20094 members 
Mstep: Class 10 contains 53396 members 
Mstep: Class 11 contains 143444 members 
Mstep: Class 12 contains 36525 members 
Mstep: Class 13 contains 3332 members 
Mstep: Class 14 contains 6003 members 
Mstep: Class 15 contains 9928 members 
Mstep: Class 16 contains 29384 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 7879 members 
Mstep: Class 19 contains 16511 members 
Mstep: Class 20 contains 127757 members 
Mstep: Class 21 contains 7006 members 
Mstep: Class 22 contains 84606 members 
Mstep: Class 23 contains 9325 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 2032 members 
Mstep: Class 26 contains 5081 members 
Mstep: Class 27 contains 22066 members 
Mstep: Class 28 contains 7274 members 
Mstep: Class 29 contains 88443 members 
Mstep: Class 30 contains 6322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108917416.000000 Penalty: 66754.359375
Iteration 62Q: 31 clusters Score -1.089174e+08 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 14668 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 27768 members 
Mstep: Class 7 contains 110290 members 
Mstep: Class 8 contains 350 members 
Mstep: Class 9 contains 20005 members 
Mstep: Class 10 contains 53572 members 
Mstep: Class 11 contains 143234 members 
Mstep: Class 12 contains 36201 members 
Mstep: Class 13 contains 3290 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 29294 members 
Mstep: Class 17 contains 16572 members 
Mstep: Class 18 contains 7872 members 
Mstep: Class 19 contains 16376 members 
Mstep: Class 20 contains 128545 members 
Mstep: Class 21 contains 6954 members 
Mstep: Class 22 contains 84152 members 
Mstep: Class 23 contains 9367 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 5080 members 
Mstep: Class 27 contains 22129 members 
Mstep: Class 28 contains 7276 members 
Mstep: Class 29 contains 88947 members 
Mstep: Class 30 contains 6321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108917216.000000 Penalty: 66754.359375
Iteration 63Q: 31 clusters Score -1.089172e+08 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 14762 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 27775 members 
Mstep: Class 7 contains 110347 members 
Mstep: Class 8 contains 350 members 
Mstep: Class 9 contains 19907 members 
Mstep: Class 10 contains 53721 members 
Mstep: Class 11 contains 143117 members 
Mstep: Class 12 contains 35940 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 5973 members 
Mstep: Class 15 contains 9863 members 
Mstep: Class 16 contains 29210 members 
Mstep: Class 17 contains 16323 members 
Mstep: Class 18 contains 7867 members 
Mstep: Class 19 contains 16252 members 
Mstep: Class 20 contains 129100 members 
Mstep: Class 21 contains 6892 members 
Mstep: Class 22 contains 83683 members 
Mstep: Class 23 contains 9398 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2094 members 
Mstep: Class 26 contains 5073 members 
Mstep: Class 27 contains 22198 members 
Mstep: Class 28 contains 7272 members 
Mstep: Class 29 contains 89518 members 
Mstep: Class 30 contains 6322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108917296.000000 Penalty: 66754.359375
Iteration 64Q: 31 clusters Score -1.089173e+08 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 5023 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 27772 members 
Mstep: Class 7 contains 110388 members 
Mstep: Class 8 contains 351 members 
Mstep: Class 9 contains 19808 members 
Mstep: Class 10 contains 53878 members 
Mstep: Class 11 contains 143033 members 
Mstep: Class 12 contains 35716 members 
Mstep: Class 13 contains 3227 members 
Mstep: Class 14 contains 5956 members 
Mstep: Class 15 contains 9838 members 
Mstep: Class 16 contains 29177 members 
Mstep: Class 17 contains 16093 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 16147 members 
Mstep: Class 20 contains 129422 members 
Mstep: Class 21 contains 6838 members 
Mstep: Class 22 contains 83232 members 
Mstep: Class 23 contains 9447 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2145 members 
Mstep: Class 26 contains 5056 members 
Mstep: Class 27 contains 22254 members 
Mstep: Class 28 contains 7252 members 
Mstep: Class 29 contains 90158 members 
Mstep: Class 30 contains 6328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916864.000000 Penalty: 66754.359375
Iteration 65Q: 31 clusters Score -1.089169e+08 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 5024 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 14934 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 27770 members 
Mstep: Class 7 contains 110411 members 
Mstep: Class 8 contains 350 members 
Mstep: Class 9 contains 19737 members 
Mstep: Class 10 contains 54004 members 
Mstep: Class 11 contains 142990 members 
Mstep: Class 12 contains 35559 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 9826 members 
Mstep: Class 16 contains 29151 members 
Mstep: Class 17 contains 15891 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 16043 members 
Mstep: Class 20 contains 129603 members 
Mstep: Class 21 contains 6781 members 
Mstep: Class 22 contains 82773 members 
Mstep: Class 23 contains 9482 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2182 members 
Mstep: Class 26 contains 5048 members 
Mstep: Class 27 contains 22308 members 
Mstep: Class 28 contains 7238 members 
Mstep: Class 29 contains 90821 members 
Mstep: Class 30 contains 6333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916712.000000 Penalty: 66754.359375
Iteration 66Q: 31 clusters Score -1.089167e+08 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 15008 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 27763 members 
Mstep: Class 7 contains 110428 members 
Mstep: Class 8 contains 353 members 
Mstep: Class 9 contains 19672 members 
Mstep: Class 10 contains 54128 members 
Mstep: Class 11 contains 142945 members 
Mstep: Class 12 contains 35402 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 5932 members 
Mstep: Class 15 contains 9819 members 
Mstep: Class 16 contains 29153 members 
Mstep: Class 17 contains 15700 members 
Mstep: Class 18 contains 7838 members 
Mstep: Class 19 contains 15967 members 
Mstep: Class 20 contains 129768 members 
Mstep: Class 21 contains 6721 members 
Mstep: Class 22 contains 82313 members 
Mstep: Class 23 contains 9519 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2202 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 22357 members 
Mstep: Class 28 contains 7226 members 
Mstep: Class 29 contains 91483 members 
Mstep: Class 30 contains 6337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916696.000000 Penalty: 66754.359375
Iteration 67Q: 31 clusters Score -1.089167e+08 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 15091 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 27750 members 
Mstep: Class 7 contains 110445 members 
Mstep: Class 8 contains 353 members 
Mstep: Class 9 contains 19593 members 
Mstep: Class 10 contains 54255 members 
Mstep: Class 11 contains 142904 members 
Mstep: Class 12 contains 35306 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 5922 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 29152 members 
Mstep: Class 17 contains 15502 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 15896 members 
Mstep: Class 20 contains 129859 members 
Mstep: Class 21 contains 6665 members 
Mstep: Class 22 contains 81844 members 
Mstep: Class 23 contains 9559 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2229 members 
Mstep: Class 26 contains 5029 members 
Mstep: Class 27 contains 22403 members 
Mstep: Class 28 contains 7220 members 
Mstep: Class 29 contains 92160 members 
Mstep: Class 30 contains 6344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916416.000000 Penalty: 66754.359375
Iteration 68Q: 31 clusters Score -1.089164e+08 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 5013 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 15185 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 27738 members 
Mstep: Class 7 contains 110469 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 19522 members 
Mstep: Class 10 contains 54354 members 
Mstep: Class 11 contains 142885 members 
Mstep: Class 12 contains 35248 members 
Mstep: Class 13 contains 3122 members 
Mstep: Class 14 contains 5919 members 
Mstep: Class 15 contains 9786 members 
Mstep: Class 16 contains 29146 members 
Mstep: Class 17 contains 15314 members 
Mstep: Class 18 contains 7818 members 
Mstep: Class 19 contains 15828 members 
Mstep: Class 20 contains 129906 members 
Mstep: Class 21 contains 6623 members 
Mstep: Class 22 contains 81406 members 
Mstep: Class 23 contains 9591 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2253 members 
Mstep: Class 26 contains 5019 members 
Mstep: Class 27 contains 22459 members 
Mstep: Class 28 contains 7215 members 
Mstep: Class 29 contains 92783 members 
Mstep: Class 30 contains 6347 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 69Q: 31 clusters Score -1.089165e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 635 members 
Mstep: Class 4 contains 15254 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 27730 members 
Mstep: Class 7 contains 110485 members 
Mstep: Class 8 contains 357 members 
Mstep: Class 9 contains 19441 members 
Mstep: Class 10 contains 54435 members 
Mstep: Class 11 contains 142845 members 
Mstep: Class 12 contains 35186 members 
Mstep: Class 13 contains 3091 members 
Mstep: Class 14 contains 5911 members 
Mstep: Class 15 contains 9762 members 
Mstep: Class 16 contains 29151 members 
Mstep: Class 17 contains 15142 members 
Mstep: Class 18 contains 7807 members 
Mstep: Class 19 contains 15791 members 
Mstep: Class 20 contains 129917 members 
Mstep: Class 21 contains 6592 members 
Mstep: Class 22 contains 80933 members 
Mstep: Class 23 contains 9632 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5016 members 
Mstep: Class 27 contains 22513 members 
Mstep: Class 28 contains 7214 members 
Mstep: Class 29 contains 93476 members 
Mstep: Class 30 contains 6353 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 31 clusters Score -1.089168e+08 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 5012 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 15321 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 27704 members 
Mstep: Class 7 contains 110509 members 
Mstep: Class 8 contains 357 members 
Mstep: Class 9 contains 19366 members 
Mstep: Class 10 contains 54519 members 
Mstep: Class 11 contains 142810 members 
Mstep: Class 12 contains 35127 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 5893 members 
Mstep: Class 15 contains 9723 members 
Mstep: Class 16 contains 29159 members 
Mstep: Class 17 contains 14979 members 
Mstep: Class 18 contains 7799 members 
Mstep: Class 19 contains 15759 members 
Mstep: Class 20 contains 129940 members 
Mstep: Class 21 contains 6562 members 
Mstep: Class 22 contains 80503 members 
Mstep: Class 23 contains 9653 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2284 members 
Mstep: Class 26 contains 5018 members 
Mstep: Class 27 contains 22562 members 
Mstep: Class 28 contains 7210 members 
Mstep: Class 29 contains 94136 members 
Mstep: Class 30 contains 6356 members 
Entering Unmasked Estep 
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Iteration 71Q: 31 clusters Score -1.089163e+08 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 5010 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 15387 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 27685 members 
Mstep: Class 7 contains 110518 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 19308 members 
Mstep: Class 10 contains 54594 members 
Mstep: Class 11 contains 142803 members 
Mstep: Class 12 contains 35100 members 
Mstep: Class 13 contains 3030 members 
Mstep: Class 14 contains 5867 members 
Mstep: Class 15 contains 9698 members 
Mstep: Class 16 contains 29157 members 
Mstep: Class 17 contains 14817 members 
Mstep: Class 18 contains 7793 members 
Mstep: Class 19 contains 15724 members 
Mstep: Class 20 contains 129913 members 
Mstep: Class 21 contains 6549 members 
Mstep: Class 22 contains 80045 members 
Mstep: Class 23 contains 9688 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2300 members 
Mstep: Class 26 contains 5022 members 
Mstep: Class 27 contains 22609 members 
Mstep: Class 28 contains 7206 members 
Mstep: Class 29 contains 94790 members 
Mstep: Class 30 contains 6362 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 31 clusters Score -1.089165e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 5009 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 15460 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 27652 members 
Mstep: Class 7 contains 110547 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 19218 members 
Mstep: Class 10 contains 54680 members 
Mstep: Class 11 contains 142793 members 
Mstep: Class 12 contains 35086 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 5847 members 
Mstep: Class 15 contains 9672 members 
Mstep: Class 16 contains 29157 members 
Mstep: Class 17 contains 14661 members 
Mstep: Class 18 contains 7787 members 
Mstep: Class 19 contains 15691 members 
Mstep: Class 20 contains 129936 members 
Mstep: Class 21 contains 6534 members 
Mstep: Class 22 contains 79568 members 
Mstep: Class 23 contains 9708 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 5025 members 
Mstep: Class 27 contains 22647 members 
Mstep: Class 28 contains 7204 members 
Mstep: Class 29 contains 95416 members 
Mstep: Class 30 contains 6364 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 31 clusters Score -1.089164e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 5004 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 15533 members 
Mstep: Class 5 contains 1434 members 
Mstep: Class 6 contains 27624 members 
Mstep: Class 7 contains 110557 members 
Mstep: Class 8 contains 359 members 
Mstep: Class 9 contains 19130 members 
Mstep: Class 10 contains 54761 members 
Mstep: Class 11 contains 142764 members 
Mstep: Class 12 contains 35047 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 5837 members 
Mstep: Class 15 contains 9668 members 
Mstep: Class 16 contains 29164 members 
Mstep: Class 17 contains 14534 members 
Mstep: Class 18 contains 7778 members 
Mstep: Class 19 contains 15667 members 
Mstep: Class 20 contains 129920 members 
Mstep: Class 21 contains 6518 members 
Mstep: Class 22 contains 79093 members 
Mstep: Class 23 contains 9724 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2343 members 
Mstep: Class 26 contains 5029 members 
Mstep: Class 27 contains 22686 members 
Mstep: Class 28 contains 7196 members 
Mstep: Class 29 contains 96085 members 
Mstep: Class 30 contains 6367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916616.000000 Penalty: 66754.359375
Iteration 74Q: 31 clusters Score -1.089166e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 1434 members 
Mstep: Class 6 contains 27595 members 
Mstep: Class 7 contains 110566 members 
Mstep: Class 8 contains 359 members 
Mstep: Class 9 contains 19062 members 
Mstep: Class 10 contains 54844 members 
Mstep: Class 11 contains 142746 members 
Mstep: Class 12 contains 34989 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 5825 members 
Mstep: Class 15 contains 9659 members 
Mstep: Class 16 contains 29180 members 
Mstep: Class 17 contains 14401 members 
Mstep: Class 18 contains 7769 members 
Mstep: Class 19 contains 15631 members 
Mstep: Class 20 contains 129908 members 
Mstep: Class 21 contains 6504 members 
Mstep: Class 22 contains 78644 members 
Mstep: Class 23 contains 9749 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 22729 members 
Mstep: Class 28 contains 7193 members 
Mstep: Class 29 contains 96728 members 
Mstep: Class 30 contains 6368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916608.000000 Penalty: 66754.359375
Iteration 75Q: 31 clusters Score -1.089166e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 15636 members 
Mstep: Class 5 contains 1434 members 
Mstep: Class 6 contains 27576 members 
Mstep: Class 7 contains 110606 members 
Mstep: Class 8 contains 359 members 
Mstep: Class 9 contains 19001 members 
Mstep: Class 10 contains 54921 members 
Mstep: Class 11 contains 142740 members 
Mstep: Class 12 contains 34931 members 
Mstep: Class 13 contains 2895 members 
Mstep: Class 14 contains 5809 members 
Mstep: Class 15 contains 9653 members 
Mstep: Class 16 contains 29184 members 
Mstep: Class 17 contains 14279 members 
Mstep: Class 18 contains 7767 members 
Mstep: Class 19 contains 15586 members 
Mstep: Class 20 contains 129858 members 
Mstep: Class 21 contains 6487 members 
Mstep: Class 22 contains 78224 members 
Mstep: Class 23 contains 9779 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2368 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 22764 members 
Mstep: Class 28 contains 7190 members 
Mstep: Class 29 contains 97351 members 
Mstep: Class 30 contains 6373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916808.000000 Penalty: 66754.359375
Iteration 76Q: 31 clusters Score -1.089168e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 15667 members 
Mstep: Class 5 contains 1434 members 
Mstep: Class 6 contains 27546 members 
Mstep: Class 7 contains 110633 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 18928 members 
Mstep: Class 10 contains 54990 members 
Mstep: Class 11 contains 142738 members 
Mstep: Class 12 contains 34910 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 14 contains 5799 members 
Mstep: Class 15 contains 9651 members 
Mstep: Class 16 contains 29192 members 
Mstep: Class 17 contains 14168 members 
Mstep: Class 18 contains 7768 members 
Mstep: Class 19 contains 15559 members 
Mstep: Class 20 contains 129791 members 
Mstep: Class 21 contains 6474 members 
Mstep: Class 22 contains 77750 members 
Mstep: Class 23 contains 9798 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2385 members 
Mstep: Class 26 contains 5029 members 
Mstep: Class 27 contains 22803 members 
Mstep: Class 28 contains 7181 members 
Mstep: Class 29 contains 98000 members 
Mstep: Class 30 contains 6381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916600.000000 Penalty: 66754.359375
Iteration 77Q: 31 clusters Score -1.089166e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 15695 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 27520 members 
Mstep: Class 7 contains 110647 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 18844 members 
Mstep: Class 10 contains 55051 members 
Mstep: Class 11 contains 142707 members 
Mstep: Class 12 contains 34919 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 5793 members 
Mstep: Class 15 contains 9640 members 
Mstep: Class 16 contains 29199 members 
Mstep: Class 17 contains 14066 members 
Mstep: Class 18 contains 7770 members 
Mstep: Class 19 contains 15532 members 
Mstep: Class 20 contains 129753 members 
Mstep: Class 21 contains 6468 members 
Mstep: Class 22 contains 77231 members 
Mstep: Class 23 contains 9821 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 22842 members 
Mstep: Class 28 contains 7178 members 
Mstep: Class 29 contains 98673 members 
Mstep: Class 30 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916896.000000 Penalty: 66754.359375
Iteration 78Q: 31 clusters Score -1.089169e+08 nChanged 1666
Entering ConstructFrom: 
Score: -108916896.000000 Penalty: 66754.359375
Entering ConstructFrom: 
Trying to split cluster 1 (21011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Entering Unmasked Estep 
Score: -2637489.500000 Penalty: 1617.330322
	Iteration 0F: 2 clusters Score -2637490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2623231.250000 Penalty: 3234.660645
	Iteration 0F: 3 clusters Score -2623231 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2628331.750000 Penalty: 3234.660645
	Iteration 1F: 3 clusters Score -2628332 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2628682.250000 Penalty: 3234.660645
	Iteration 2Q: 3 clusters Score -2628682 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2629021.250000 Penalty: 3234.660645
	Iteration 3Q: 3 clusters Score -2629021 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2629382.500000 Penalty: 3234.660645
	Iteration 4Q: 3 clusters Score -2629382 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2629775.750000 Penalty: 3234.660645
	Iteration 5Q: 3 clusters Score -2629776 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2630288.750000 Penalty: 3234.660645
	Iteration 6Q: 3 clusters Score -2630289 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2630869.750000 Penalty: 3234.660645
	Iteration 7Q: 3 clusters Score -2630870 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2631584.500000 Penalty: 3234.660645
	Iteration 8F: 3 clusters Score -2631584 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2632360.500000 Penalty: 3234.660645
	Iteration 9F: 3 clusters Score -2632360 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2633061.500000 Penalty: 3234.660645
	Iteration 10Q: 3 clusters Score -2633062 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2633616.500000 Penalty: 3234.660645
	Iteration 11Q: 3 clusters Score -2633616 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2634009.500000 Penalty: 3234.660645
	Iteration 12Q: 3 clusters Score -2634010 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2634258.250000 Penalty: 3234.660645
	Iteration 13Q: 3 clusters Score -2634258 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2634419.500000 Penalty: 3234.660645
	Iteration 14Q: 3 clusters Score -2634420 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2634527.000000 Penalty: 3234.660645
	Iteration 15Q: 3 clusters Score -2634527 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2634618.250000 Penalty: 3234.660645
	Iteration 16Q: 3 clusters Score -2634618 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2634692.750000 Penalty: 3234.660645
	Iteration 17Q: 3 clusters Score -2634693 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2634754.000000 Penalty: 3234.660645
	Iteration 18Q: 3 clusters Score -2634754 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2634821.750000 Penalty: 3234.660645
	Iteration 19Q: 3 clusters Score -2634822 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2634883.000000 Penalty: 3234.660645
	Iteration 20F: 3 clusters Score -2634883 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2634942.500000 Penalty: 3234.660645
	Iteration 21Q: 3 clusters Score -2634942 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2634994.500000 Penalty: 3234.660645
	Iteration 22Q: 3 clusters Score -2634994 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2635038.000000 Penalty: 3234.660645
	Iteration 23Q: 3 clusters Score -2635038 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2635076.750000 Penalty: 3234.660645
	Iteration 24Q: 3 clusters Score -2635077 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2635120.750000 Penalty: 3234.660645
	Iteration 25Q: 3 clusters Score -2635121 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2635174.750000 Penalty: 3234.660645
	Iteration 26Q: 3 clusters Score -2635175 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2635243.000000 Penalty: 3234.660645
	Iteration 27Q: 3 clusters Score -2635243 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2635316.250000 Penalty: 3234.660645
	Iteration 28Q: 3 clusters Score -2635316 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2635382.500000 Penalty: 3234.660645
	Iteration 29Q: 3 clusters Score -2635382 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2635451.500000 Penalty: 3234.660645
	Iteration 30Q: 3 clusters Score -2635452 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2635510.500000 Penalty: 3234.660645
	Iteration 31Q: 3 clusters Score -2635510 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2635563.000000 Penalty: 3234.660645
	Iteration 32Q: 3 clusters Score -2635563 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2635615.250000 Penalty: 3234.660645
	Iteration 33Q: 3 clusters Score -2635615 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2635663.500000 Penalty: 3234.660645
	Iteration 34Q: 3 clusters Score -2635664 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2635706.000000 Penalty: 3234.660645
	Iteration 35Q: 3 clusters Score -2635706 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2635763.500000 Penalty: 3234.660645
	Iteration 36Q: 3 clusters Score -2635764 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2635806.000000 Penalty: 3234.660645
	Iteration 37Q: 3 clusters Score -2635806 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2635853.500000 Penalty: 3234.660645
	Iteration 38Q: 3 clusters Score -2635854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2635874.000000 Penalty: 3234.660645
	Iteration 39Q: 3 clusters Score -2635874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2635892.750000 Penalty: 3234.660645
	Iteration 40F: 3 clusters Score -2635893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2635904.000000 Penalty: 3234.660645
	Iteration 41Q: 3 clusters Score -2635904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2635918.000000 Penalty: 3234.660645
	Iteration 42Q: 3 clusters Score -2635918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2635935.000000 Penalty: 3234.660645
	Iteration 43Q: 3 clusters Score -2635935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2635943.000000 Penalty: 3234.660645
	Iteration 44Q: 3 clusters Score -2635943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2635957.500000 Penalty: 3234.660645
	Iteration 45Q: 3 clusters Score -2635958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2635963.250000 Penalty: 3234.660645
	Iteration 46Q: 3 clusters Score -2635963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -2635973.750000 Penalty: 3234.660645
	Iteration 47Q: 3 clusters Score -2635974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2635985.750000 Penalty: 3234.660645
	Iteration 48Q: 3 clusters Score -2635986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2635994.750000 Penalty: 3234.660645
	Iteration 49Q: 3 clusters Score -2635995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2635996.750000 Penalty: 3234.660645
	Iteration 50Q: 3 clusters Score -2635997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2635997.250000 Penalty: 3234.660645
	Iteration 51Q: 3 clusters Score -2635997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2636005.000000 Penalty: 3234.660645
	Iteration 52Q: 3 clusters Score -2636005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2636011.000000 Penalty: 3234.660645
	Iteration 53Q: 3 clusters Score -2636011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2636010.250000 Penalty: 3234.660645
	Iteration 54Q: 3 clusters Score -2636010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2636017.250000 Penalty: 3234.660645
	Iteration 55Q: 3 clusters Score -2636017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2636024.250000 Penalty: 3234.660645
	Iteration 56Q: 3 clusters Score -2636024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2636030.250000 Penalty: 3234.660645
	Iteration 57Q: 3 clusters Score -2636030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2636029.500000 Penalty: 3234.660645
	Iteration 58Q: 3 clusters Score -2636030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2636031.750000 Penalty: 3234.660645
	Iteration 59Q: 3 clusters Score -2636032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2636033.250000 Penalty: 3234.660645
	Iteration 60F: 3 clusters Score -2636033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2636035.250000 Penalty: 3234.660645
	Iteration 61Q: 3 clusters Score -2636035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2636035.500000 Penalty: 3234.660645
	Iteration 62Q: 3 clusters Score -2636036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2636040.500000 Penalty: 3234.660645
	Iteration 63Q: 3 clusters Score -2636040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2636043.750000 Penalty: 3234.660645
	Iteration 64Q: 3 clusters Score -2636044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2636043.500000 Penalty: 3234.660645
	Iteration 65Q: 3 clusters Score -2636044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2636048.250000 Penalty: 3234.660645
	Iteration 66Q: 3 clusters Score -2636048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2636048.250000 Penalty: 3234.660645
	Iteration 67Q: 3 clusters Score -2636048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2636054.500000 Penalty: 3234.660645
	Iteration 68Q: 3 clusters Score -2636054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2636054.250000 Penalty: 3234.660645
	Iteration 69Q: 3 clusters Score -2636054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2636061.250000 Penalty: 3234.660645
	Iteration 70Q: 3 clusters Score -2636061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2636064.500000 Penalty: 3234.660645
	Iteration 71Q: 3 clusters Score -2636064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2636066.000000 Penalty: 3234.660645
	Iteration 72Q: 3 clusters Score -2636066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2636065.750000 Penalty: 3234.660645
	Iteration 73Q: 3 clusters Score -2636066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2636068.000000 Penalty: 3234.660645
	Iteration 74Q: 3 clusters Score -2636068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2636068.500000 Penalty: 3234.660645
	Iteration 75Q: 3 clusters Score -2636068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2636068.500000 Penalty: 3234.660645
	Iteration 76Q: 3 clusters Score -2636068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2636073.500000 Penalty: 3234.660645
	Iteration 77Q: 3 clusters Score -2636074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2636074.000000 Penalty: 3234.660645
	Iteration 78Q: 3 clusters Score -2636074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2636078.500000 Penalty: 3234.660645
	Iteration 79Q: 3 clusters Score -2636078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2636078.500000 Penalty: 3234.660645
	Iteration 80F: 3 clusters Score -2636078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -629283.500000 Penalty: 1383.751099
	Iteration 0F: 2 clusters Score -629283.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -625323.250000 Penalty: 2767.502197
	Iteration 0F: 3 clusters Score -625323.2 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -626433.375000 Penalty: 2767.502197
	Iteration 1F: 3 clusters Score -626433.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -626629.312500 Penalty: 2767.502197
	Iteration 2F: 3 clusters Score -626629.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -626761.250000 Penalty: 2767.502197
	Iteration 3F: 3 clusters Score -626761.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -626889.687500 Penalty: 2767.502197
	Iteration 4Q: 3 clusters Score -626889.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -627028.312500 Penalty: 2767.502197
	Iteration 5Q: 3 clusters Score -627028.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -627164.187500 Penalty: 2767.502197
	Iteration 6Q: 3 clusters Score -627164.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -627293.812500 Penalty: 2767.502197
	Iteration 7Q: 3 clusters Score -627293.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -627423.500000 Penalty: 2767.502197
	Iteration 8Q: 3 clusters Score -627423.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -627544.812500 Penalty: 2767.502197
	Iteration 9Q: 3 clusters Score -627544.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -627667.812500 Penalty: 2767.502197
	Iteration 10Q: 3 clusters Score -627667.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -627780.562500 Penalty: 2767.502197
	Iteration 11Q: 3 clusters Score -627780.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -627880.375000 Penalty: 2767.502197
	Iteration 12Q: 3 clusters Score -627880.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -627975.625000 Penalty: 2767.502197
	Iteration 13Q: 3 clusters Score -627975.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -628036.000000 Penalty: 2767.502197
	Iteration 14Q: 3 clusters Score -628036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -628072.000000 Penalty: 2767.502197
	Iteration 15Q: 3 clusters Score -628072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -628099.562500 Penalty: 2767.502197
	Iteration 16Q: 3 clusters Score -628099.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -628130.750000 Penalty: 2767.502197
	Iteration 17Q: 3 clusters Score -628130.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -628165.375000 Penalty: 2767.502197
	Iteration 18Q: 3 clusters Score -628165.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -628198.437500 Penalty: 2767.502197
	Iteration 19Q: 3 clusters Score -628198.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -628220.375000 Penalty: 2767.502197
	Iteration 20F: 3 clusters Score -628220.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -628239.187500 Penalty: 2767.502197
	Iteration 21Q: 3 clusters Score -628239.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -628258.812500 Penalty: 2767.502197
	Iteration 22Q: 3 clusters Score -628258.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -628272.875000 Penalty: 2767.502197
	Iteration 23Q: 3 clusters Score -628272.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -628286.000000 Penalty: 2767.502197
	Iteration 24Q: 3 clusters Score -628286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -628294.875000 Penalty: 2767.502197
	Iteration 25Q: 3 clusters Score -628294.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -628302.812500 Penalty: 2767.502197
	Iteration 26Q: 3 clusters Score -628302.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -628308.937500 Penalty: 2767.502197
	Iteration 27Q: 3 clusters Score -628308.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -628318.062500 Penalty: 2767.502197
	Iteration 28Q: 3 clusters Score -628318.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -628326.625000 Penalty: 2767.502197
	Iteration 29Q: 3 clusters Score -628326.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -628330.937500 Penalty: 2767.502197
	Iteration 30Q: 3 clusters Score -628330.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -628332.375000 Penalty: 2767.502197
	Iteration 31Q: 3 clusters Score -628332.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -628334.562500 Penalty: 2767.502197
	Iteration 32Q: 3 clusters Score -628334.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -628334.562500 Penalty: 2767.502197
	Iteration 33F: 3 clusters Score -628334.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -67676.679688 Penalty: 1050.748535
	Iteration 0F: 2 clusters Score -67676.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66654.054688 Penalty: 2101.497070
	Iteration 0F: 3 clusters Score -66654.05 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67041.406250 Penalty: 2101.497070
	Iteration 1F: 3 clusters Score -67041.41 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -67244.031250 Penalty: 2101.497070
	Iteration 2F: 3 clusters Score -67244.03 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -67415.367188 Penalty: 2101.497070
	Iteration 3F: 3 clusters Score -67415.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -67502.007812 Penalty: 2101.497070
	Iteration 4Q: 3 clusters Score -67502.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -67561.164062 Penalty: 2101.497070
	Iteration 5Q: 3 clusters Score -67561.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -67595.429688 Penalty: 2101.497070
	Iteration 6Q: 3 clusters Score -67595.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67620.218750 Penalty: 2101.497070
	Iteration 7Q: 3 clusters Score -67620.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67647.523438 Penalty: 2101.497070
	Iteration 8Q: 3 clusters Score -67647.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -67650.695312 Penalty: 2101.497070
	Iteration 9Q: 3 clusters Score -67650.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -67653.546875 Penalty: 2101.497070
	Iteration 10Q: 3 clusters Score -67653.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -67658.546875 Penalty: 2101.497070
	Iteration 11F: 3 clusters Score -67658.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67676.117188 Penalty: 2101.497070
	Iteration 12Q: 3 clusters Score -67676.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67688.890625 Penalty: 2101.497070
	Iteration 13Q: 3 clusters Score -67688.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67702.445312 Penalty: 2101.497070
	Iteration 14Q: 3 clusters Score -67702.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -67717.804688 Penalty: 2101.497070
	Iteration 15Q: 3 clusters Score -67717.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -67717.804688 Penalty: 2101.497070
	Iteration 16F: 3 clusters Score -67717.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 15726 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 27500 members 
Mstep: Class 7 contains 110630 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 18765 members 
Mstep: Class 10 contains 55109 members 
Mstep: Class 11 contains 142674 members 
Mstep: Class 12 contains 34921 members 
Mstep: Class 13 contains 2827 members 
Mstep: Class 14 contains 5781 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 29207 members 
Mstep: Class 17 contains 13976 members 
Mstep: Class 18 contains 7770 members 
Mstep: Class 19 contains 15513 members 
Mstep: Class 20 contains 129731 members 
Mstep: Class 21 contains 6458 members 
Mstep: Class 22 contains 76694 members 
Mstep: Class 23 contains 9853 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2418 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 22887 members 
Mstep: Class 28 contains 7171 members 
Mstep: Class 29 contains 99370 members 
Mstep: Class 30 contains 6386 members 
Mstep: Class 31 contains 178 members 
Entering Unmasked Estep 
Score: -108915840.000000 Penalty: 68979.507812
Splitting cluster 3 changes total score from -108916896.000000 to -108915840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (15726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Entering Unmasked Estep 
Score: -2012950.500000 Penalty: 1570.249023
	Iteration 0F: 2 clusters Score -2012950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2002108.875000 Penalty: 3140.498047
	Iteration 0F: 3 clusters Score -2002109 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2005771.875000 Penalty: 3140.498047
	Iteration 1F: 3 clusters Score -2005772 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2006051.375000 Penalty: 3140.498047
	Iteration 2F: 3 clusters Score -2006051 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2006286.125000 Penalty: 3140.498047
	Iteration 3Q: 3 clusters Score -2006286 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2006464.750000 Penalty: 3140.498047
	Iteration 4Q: 3 clusters Score -2006465 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2006634.500000 Penalty: 3140.498047
	Iteration 5Q: 3 clusters Score -2006634 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2006791.000000 Penalty: 3140.498047
	Iteration 6Q: 3 clusters Score -2006791 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2006947.250000 Penalty: 3140.498047
	Iteration 7Q: 3 clusters Score -2006947 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2007126.125000 Penalty: 3140.498047
	Iteration 8Q: 3 clusters Score -2007126 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2007361.000000 Penalty: 3140.498047
	Iteration 9Q: 3 clusters Score -2007361 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2007682.375000 Penalty: 3140.498047
	Iteration 10Q: 3 clusters Score -2007682 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2008109.250000 Penalty: 3140.498047
	Iteration 11Q: 3 clusters Score -2008109 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2008660.375000 Penalty: 3140.498047
	Iteration 12F: 3 clusters Score -2008660 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2009298.875000 Penalty: 3140.498047
	Iteration 13F: 3 clusters Score -2009299 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2010011.375000 Penalty: 3140.498047
	Iteration 14F: 3 clusters Score -2010011 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2010589.875000 Penalty: 3140.498047
	Iteration 15Q: 3 clusters Score -2010590 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2011041.875000 Penalty: 3140.498047
	Iteration 16Q: 3 clusters Score -2011042 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2011315.875000 Penalty: 3140.498047
	Iteration 17Q: 3 clusters Score -2011316 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2011460.125000 Penalty: 3140.498047
	Iteration 18Q: 3 clusters Score -2011460 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2011539.250000 Penalty: 3140.498047
	Iteration 19Q: 3 clusters Score -2011539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2011583.125000 Penalty: 3140.498047
	Iteration 20F: 3 clusters Score -2011583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2011610.750000 Penalty: 3140.498047
	Iteration 21Q: 3 clusters Score -2011611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2011630.875000 Penalty: 3140.498047
	Iteration 22Q: 3 clusters Score -2011631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2011645.750000 Penalty: 3140.498047
	Iteration 23Q: 3 clusters Score -2011646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2011659.125000 Penalty: 3140.498047
	Iteration 24Q: 3 clusters Score -2011659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2011666.625000 Penalty: 3140.498047
	Iteration 25Q: 3 clusters Score -2011667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2011676.250000 Penalty: 3140.498047
	Iteration 26Q: 3 clusters Score -2011676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2011680.000000 Penalty: 3140.498047
	Iteration 27Q: 3 clusters Score -2011680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2011682.125000 Penalty: 3140.498047
	Iteration 28Q: 3 clusters Score -2011682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2011684.750000 Penalty: 3140.498047
	Iteration 29Q: 3 clusters Score -2011685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2011687.000000 Penalty: 3140.498047
	Iteration 30Q: 3 clusters Score -2011687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2011686.875000 Penalty: 3140.498047
	Iteration 31Q: 3 clusters Score -2011687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2011686.875000 Penalty: 3140.498047
	Iteration 32F: 3 clusters Score -2011687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -172920.156250 Penalty: 1181.199463
	Iteration 0F: 2 clusters Score -172920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -171167.375000 Penalty: 2362.398926
	Iteration 0F: 3 clusters Score -171167.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -171480.734375 Penalty: 2362.398926
	Iteration 1F: 3 clusters Score -171480.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -171585.734375 Penalty: 2362.398926
	Iteration 2F: 3 clusters Score -171585.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -171653.968750 Penalty: 2362.398926
	Iteration 3F: 3 clusters Score -171654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -171706.187500 Penalty: 2362.398926
	Iteration 4Q: 3 clusters Score -171706.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -171754.984375 Penalty: 2362.398926
	Iteration 5Q: 3 clusters Score -171755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -171782.234375 Penalty: 2362.398926
	Iteration 6Q: 3 clusters Score -171782.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -171800.046875 Penalty: 2362.398926
	Iteration 7Q: 3 clusters Score -171800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -171814.859375 Penalty: 2362.398926
	Iteration 8Q: 3 clusters Score -171814.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -171822.390625 Penalty: 2362.398926
	Iteration 9Q: 3 clusters Score -171822.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171834.578125 Penalty: 2362.398926
	Iteration 10Q: 3 clusters Score -171834.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -171847.203125 Penalty: 2362.398926
	Iteration 11Q: 3 clusters Score -171847.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -171855.718750 Penalty: 2362.398926
	Iteration 12Q: 3 clusters Score -171855.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -171865.218750 Penalty: 2362.398926
	Iteration 13Q: 3 clusters Score -171865.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -171874.500000 Penalty: 2362.398926
	Iteration 14Q: 3 clusters Score -171874.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -171883.031250 Penalty: 2362.398926
	Iteration 15Q: 3 clusters Score -171883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -171891.375000 Penalty: 2362.398926
	Iteration 16Q: 3 clusters Score -171891.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -171895.546875 Penalty: 2362.398926
	Iteration 17Q: 3 clusters Score -171895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -171897.453125 Penalty: 2362.398926
	Iteration 18Q: 3 clusters Score -171897.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -171900.750000 Penalty: 2362.398926
	Iteration 19Q: 3 clusters Score -171900.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -171901.734375 Penalty: 2362.398926
	Iteration 20F: 3 clusters Score -171901.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Entering Unmasked Estep 
Score: -3487851.250000 Penalty: 1661.065430
	Iteration 0F: 2 clusters Score -3487851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3469259.750000 Penalty: 3322.130859
	Iteration 0F: 3 clusters Score -3469260 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -3476271.250000 Penalty: 3322.130859
	Iteration 1F: 3 clusters Score -3476271 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -3476722.500000 Penalty: 3322.130859
	Iteration 2Q: 3 clusters Score -3476722 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3477215.000000 Penalty: 3322.130859
	Iteration 3Q: 3 clusters Score -3477215 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3477808.250000 Penalty: 3322.130859
	Iteration 4Q: 3 clusters Score -3477808 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3478609.500000 Penalty: 3322.130859
	Iteration 5F: 3 clusters Score -3478610 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3479831.750000 Penalty: 3322.130859
	Iteration 6F: 3 clusters Score -3479832 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3481277.500000 Penalty: 3322.130859
	Iteration 7F: 3 clusters Score -3481278 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3482695.750000 Penalty: 3322.130859
	Iteration 8F: 3 clusters Score -3482696 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3484004.000000 Penalty: 3322.130859
	Iteration 9F: 3 clusters Score -3484004 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3485006.500000 Penalty: 3322.130859
	Iteration 10Q: 3 clusters Score -3485006 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3485626.750000 Penalty: 3322.130859
	Iteration 11Q: 3 clusters Score -3485627 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3486035.000000 Penalty: 3322.130859
	Iteration 12Q: 3 clusters Score -3486035 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3486278.500000 Penalty: 3322.130859
	Iteration 13Q: 3 clusters Score -3486278 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3486454.000000 Penalty: 3322.130859
	Iteration 14Q: 3 clusters Score -3486454 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3486542.250000 Penalty: 3322.130859
	Iteration 15Q: 3 clusters Score -3486542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3486587.500000 Penalty: 3322.130859
	Iteration 16Q: 3 clusters Score -3486588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3486605.500000 Penalty: 3322.130859
	Iteration 17Q: 3 clusters Score -3486606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3486620.750000 Penalty: 3322.130859
	Iteration 18Q: 3 clusters Score -3486621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3486627.500000 Penalty: 3322.130859
	Iteration 19Q: 3 clusters Score -3486628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3486633.000000 Penalty: 3322.130859
	Iteration 20F: 3 clusters Score -3486633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3486644.500000 Penalty: 3322.130859
	Iteration 21Q: 3 clusters Score -3486644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3486645.250000 Penalty: 3322.130859
	Iteration 22Q: 3 clusters Score -3486645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3486654.250000 Penalty: 3322.130859
	Iteration 23Q: 3 clusters Score -3486654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3486660.750000 Penalty: 3322.130859
	Iteration 24Q: 3 clusters Score -3486661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3486657.500000 Penalty: 3322.130859
	Iteration 25Q: 3 clusters Score -3486658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3486662.500000 Penalty: 3322.130859
	Iteration 26Q: 3 clusters Score -3486662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3486670.000000 Penalty: 3322.130859
	Iteration 27Q: 3 clusters Score -3486670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3486674.250000 Penalty: 3322.130859
	Iteration 28Q: 3 clusters Score -3486674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3486675.250000 Penalty: 3322.130859
	Iteration 29Q: 3 clusters Score -3486675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3486674.500000 Penalty: 3322.130859
	Iteration 30Q: 3 clusters Score -3486674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3486674.500000 Penalty: 3322.130859
	Iteration 31F: 3 clusters Score -3486674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (110630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110630 members 
Entering Unmasked Estep 
Score: -14092854.000000 Penalty: 1887.266357
	Iteration 0F: 2 clusters Score -1.409285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -14020916.000000 Penalty: 3774.532715
	Iteration 0F: 3 clusters Score -1.402092e+07 nChanged 53041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -14053457.000000 Penalty: 3774.532715
	Iteration 1F: 3 clusters Score -1.405346e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -14055772.000000 Penalty: 3774.532715
	Iteration 2Q: 3 clusters Score -1.405577e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56869 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -14059245.000000 Penalty: 3774.532715
	Iteration 3F: 3 clusters Score -1.405924e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -14063862.000000 Penalty: 3774.532715
	Iteration 4F: 3 clusters Score -1.406386e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -14068565.000000 Penalty: 3774.532715
	Iteration 5F: 3 clusters Score -1.406856e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -14072687.000000 Penalty: 3774.532715
	Iteration 6F: 3 clusters Score -1.407269e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -14075847.000000 Penalty: 3774.532715
	Iteration 7F: 3 clusters Score -1.407585e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -14078350.000000 Penalty: 3774.532715
	Iteration 8Q: 3 clusters Score -1.407835e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -14080183.000000 Penalty: 3774.532715
	Iteration 9Q: 3 clusters Score -1.408018e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -14081464.000000 Penalty: 3774.532715
	Iteration 10Q: 3 clusters Score -1.408146e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -14082220.000000 Penalty: 3774.532715
	Iteration 11Q: 3 clusters Score -1.408222e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -14082691.000000 Penalty: 3774.532715
	Iteration 12Q: 3 clusters Score -1.408269e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -14083070.000000 Penalty: 3774.532715
	Iteration 13Q: 3 clusters Score -1.408307e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -14083344.000000 Penalty: 3774.532715
	Iteration 14Q: 3 clusters Score -1.408334e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66962 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -14083615.000000 Penalty: 3774.532715
	Iteration 15Q: 3 clusters Score -1.408362e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -14083914.000000 Penalty: 3774.532715
	Iteration 16Q: 3 clusters Score -1.408391e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -14084067.000000 Penalty: 3774.532715
	Iteration 17Q: 3 clusters Score -1.408407e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -14084346.000000 Penalty: 3774.532715
	Iteration 18Q: 3 clusters Score -1.408435e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -14084592.000000 Penalty: 3774.532715
	Iteration 19Q: 3 clusters Score -1.408459e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73161 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -14084787.000000 Penalty: 3774.532715
	Iteration 20F: 3 clusters Score -1.408479e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74403 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -14084996.000000 Penalty: 3774.532715
	Iteration 21Q: 3 clusters Score -1.4085e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75625 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -14085175.000000 Penalty: 3774.532715
	Iteration 22Q: 3 clusters Score -1.408518e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76837 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -14085317.000000 Penalty: 3774.532715
	Iteration 23Q: 3 clusters Score -1.408532e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -14085549.000000 Penalty: 3774.532715
	Iteration 24Q: 3 clusters Score -1.408555e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79340 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -14085815.000000 Penalty: 3774.532715
	Iteration 25Q: 3 clusters Score -1.408582e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80576 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -14086046.000000 Penalty: 3774.532715
	Iteration 26Q: 3 clusters Score -1.408605e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81796 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -14086231.000000 Penalty: 3774.532715
	Iteration 27Q: 3 clusters Score -1.408623e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82949 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -14086465.000000 Penalty: 3774.532715
	Iteration 28Q: 3 clusters Score -1.408646e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -14086647.000000 Penalty: 3774.532715
	Iteration 29Q: 3 clusters Score -1.408665e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85146 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -14086857.000000 Penalty: 3774.532715
	Iteration 30Q: 3 clusters Score -1.408686e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86183 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -14087095.000000 Penalty: 3774.532715
	Iteration 31Q: 3 clusters Score -1.40871e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87184 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -14087328.000000 Penalty: 3774.532715
	Iteration 32Q: 3 clusters Score -1.408733e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88214 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -14087626.000000 Penalty: 3774.532715
	Iteration 33Q: 3 clusters Score -1.408763e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89216 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -14087910.000000 Penalty: 3774.532715
	Iteration 34Q: 3 clusters Score -1.408791e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90220 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -14088124.000000 Penalty: 3774.532715
	Iteration 35Q: 3 clusters Score -1.408812e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -14088480.000000 Penalty: 3774.532715
	Iteration 36Q: 3 clusters Score -1.408848e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92117 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -14088827.000000 Penalty: 3774.532715
	Iteration 37Q: 3 clusters Score -1.408883e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -14089226.000000 Penalty: 3774.532715
	Iteration 38Q: 3 clusters Score -1.408923e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94023 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -14089637.000000 Penalty: 3774.532715
	Iteration 39Q: 3 clusters Score -1.408964e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94889 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -14090054.000000 Penalty: 3774.532715
	Iteration 40F: 3 clusters Score -1.409005e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95735 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -14090435.000000 Penalty: 3774.532715
	Iteration 41Q: 3 clusters Score -1.409044e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96484 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -14090765.000000 Penalty: 3774.532715
	Iteration 42Q: 3 clusters Score -1.409076e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -14091042.000000 Penalty: 3774.532715
	Iteration 43Q: 3 clusters Score -1.409104e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97837 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -14091320.000000 Penalty: 3774.532715
	Iteration 44Q: 3 clusters Score -1.409132e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98442 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -14091561.000000 Penalty: 3774.532715
	Iteration 45Q: 3 clusters Score -1.409156e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98968 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -14091787.000000 Penalty: 3774.532715
	Iteration 46Q: 3 clusters Score -1.409179e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -14091947.000000 Penalty: 3774.532715
	Iteration 47Q: 3 clusters Score -1.409195e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99899 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -14091976.000000 Penalty: 3774.532715
	Iteration 48Q: 3 clusters Score -1.409198e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100283 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -14092089.000000 Penalty: 3774.532715
	Iteration 49Q: 3 clusters Score -1.409209e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100626 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -14092169.000000 Penalty: 3774.532715
	Iteration 50Q: 3 clusters Score -1.409217e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100946 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -14092236.000000 Penalty: 3774.532715
	Iteration 51Q: 3 clusters Score -1.409224e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -14092256.000000 Penalty: 3774.532715
	Iteration 52Q: 3 clusters Score -1.409226e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101491 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -14092258.000000 Penalty: 3774.532715
	Iteration 53Q: 3 clusters Score -1.409226e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101733 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -14092326.000000 Penalty: 3774.532715
	Iteration 54Q: 3 clusters Score -1.409233e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101962 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -14092353.000000 Penalty: 3774.532715
	Iteration 55Q: 3 clusters Score -1.409235e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102173 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -14092339.000000 Penalty: 3774.532715
	Iteration 56Q: 3 clusters Score -1.409234e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -14092370.000000 Penalty: 3774.532715
	Iteration 57Q: 3 clusters Score -1.409237e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102488 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -14092403.000000 Penalty: 3774.532715
	Iteration 58Q: 3 clusters Score -1.40924e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -14092381.000000 Penalty: 3774.532715
	Iteration 59Q: 3 clusters Score -1.409238e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -14092345.000000 Penalty: 3774.532715
	Iteration 60F: 3 clusters Score -1.409234e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102887 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -14092336.000000 Penalty: 3774.532715
	Iteration 61Q: 3 clusters Score -1.409234e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103013 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -14092342.000000 Penalty: 3774.532715
	Iteration 62Q: 3 clusters Score -1.409234e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103132 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -14092342.000000 Penalty: 3774.532715
	Iteration 63Q: 3 clusters Score -1.409234e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103236 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -14092369.000000 Penalty: 3774.532715
	Iteration 64Q: 3 clusters Score -1.409237e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103318 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -14092376.000000 Penalty: 3774.532715
	Iteration 65Q: 3 clusters Score -1.409238e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103394 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -14092400.000000 Penalty: 3774.532715
	Iteration 66Q: 3 clusters Score -1.40924e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103461 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -14092420.000000 Penalty: 3774.532715
	Iteration 67Q: 3 clusters Score -1.409242e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -14092430.000000 Penalty: 3774.532715
	Iteration 68Q: 3 clusters Score -1.409243e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103586 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -14092443.000000 Penalty: 3774.532715
	Iteration 69Q: 3 clusters Score -1.409244e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103636 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -14092450.000000 Penalty: 3774.532715
	Iteration 70Q: 3 clusters Score -1.409245e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103678 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -14092419.000000 Penalty: 3774.532715
	Iteration 71Q: 3 clusters Score -1.409242e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103724 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -14092438.000000 Penalty: 3774.532715
	Iteration 72Q: 3 clusters Score -1.409244e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103768 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -14092428.000000 Penalty: 3774.532715
	Iteration 73Q: 3 clusters Score -1.409243e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103807 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -14092426.000000 Penalty: 3774.532715
	Iteration 74Q: 3 clusters Score -1.409243e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103841 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -14092407.000000 Penalty: 3774.532715
	Iteration 75Q: 3 clusters Score -1.409241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103865 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -14092404.000000 Penalty: 3774.532715
	Iteration 76Q: 3 clusters Score -1.40924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103881 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -14092421.000000 Penalty: 3774.532715
	Iteration 77Q: 3 clusters Score -1.409242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103892 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -14092419.000000 Penalty: 3774.532715
	Iteration 78Q: 3 clusters Score -1.409242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103906 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -14092418.000000 Penalty: 3774.532715
	Iteration 79Q: 3 clusters Score -1.409242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103916 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -14092431.000000 Penalty: 3774.532715
	Iteration 80F: 3 clusters Score -1.409243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -14092431.000000 Penalty: 3774.532715
	Iteration 81Q: 3 clusters Score -1.409243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103944 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -14092427.000000 Penalty: 3774.532715
	Iteration 82Q: 3 clusters Score -1.409243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103959 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -14092414.000000 Penalty: 3774.532715
	Iteration 83Q: 3 clusters Score -1.409241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103980 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -14092416.000000 Penalty: 3774.532715
	Iteration 84Q: 3 clusters Score -1.409242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104000 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -14092417.000000 Penalty: 3774.532715
	Iteration 85Q: 3 clusters Score -1.409242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -14092434.000000 Penalty: 3774.532715
	Iteration 86Q: 3 clusters Score -1.409243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104031 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -14092404.000000 Penalty: 3774.532715
	Iteration 87Q: 3 clusters Score -1.40924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104045 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -14092409.000000 Penalty: 3774.532715
	Iteration 88Q: 3 clusters Score -1.409241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104060 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -14092402.000000 Penalty: 3774.532715
	Iteration 89Q: 3 clusters Score -1.40924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104071 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -14092409.000000 Penalty: 3774.532715
	Iteration 90Q: 3 clusters Score -1.409241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104080 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -14092414.000000 Penalty: 3774.532715
	Iteration 91Q: 3 clusters Score -1.409241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104087 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -14092397.000000 Penalty: 3774.532715
	Iteration 92Q: 3 clusters Score -1.40924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104104 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -14092407.000000 Penalty: 3774.532715
	Iteration 93Q: 3 clusters Score -1.409241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104119 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -14092390.000000 Penalty: 3774.532715
	Iteration 94Q: 3 clusters Score -1.409239e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104138 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -14092404.000000 Penalty: 3774.532715
	Iteration 95Q: 3 clusters Score -1.40924e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104159 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -14092419.000000 Penalty: 3774.532715
	Iteration 96Q: 3 clusters Score -1.409242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104174 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -14092416.000000 Penalty: 3774.532715
	Iteration 97Q: 3 clusters Score -1.409242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104180 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -14092419.000000 Penalty: 3774.532715
	Iteration 98Q: 3 clusters Score -1.409242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104185 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -14092407.000000 Penalty: 3774.532715
	Iteration 99Q: 3 clusters Score -1.409241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104188 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -14092419.000000 Penalty: 3774.532715
	Iteration 100F: 3 clusters Score -1.409242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104191 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -14092424.000000 Penalty: 3774.532715
	Iteration 101Q: 3 clusters Score -1.409242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104193 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -14092415.000000 Penalty: 3774.532715
	Iteration 102Q: 3 clusters Score -1.409242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104193 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -14092415.000000 Penalty: 3774.532715
	Iteration 103F: 3 clusters Score -1.409242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -27826.542969 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -27826.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27108.535156 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -27108.54 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27444.027344 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -27444.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27703.460938 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -27703.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27981.275391 Penalty: 1911.173340
	Iteration 3F: 3 clusters Score -27981.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28333.845703 Penalty: 1911.173340
	Iteration 4F: 3 clusters Score -28333.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28473.544922 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -28473.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28521.195312 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -28521.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28545.273438 Penalty: 1911.173340
	Iteration 7F: 3 clusters Score -28545.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28648.875000 Penalty: 1911.173340
	Iteration 8Q: 3 clusters Score -28648.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28695.269531 Penalty: 1911.173340
	Iteration 9Q: 3 clusters Score -28695.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28697.386719 Penalty: 1911.173340
	Iteration 10Q: 3 clusters Score -28697.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28697.386719 Penalty: 1911.173340
	Iteration 11F: 3 clusters Score -28697.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 15726 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 27500 members 
Mstep: Class 7 contains 110630 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 18765 members 
Mstep: Class 10 contains 55109 members 
Mstep: Class 11 contains 142674 members 
Mstep: Class 12 contains 34921 members 
Mstep: Class 13 contains 2827 members 
Mstep: Class 14 contains 5781 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 29207 members 
Mstep: Class 17 contains 13976 members 
Mstep: Class 18 contains 7770 members 
Mstep: Class 19 contains 15513 members 
Mstep: Class 20 contains 129731 members 
Mstep: Class 21 contains 6458 members 
Mstep: Class 22 contains 76694 members 
Mstep: Class 23 contains 9853 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2418 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 22887 members 
Mstep: Class 28 contains 7171 members 
Mstep: Class 29 contains 99370 members 
Mstep: Class 30 contains 6386 members 
Mstep: Class 31 contains 120 members 
Entering Unmasked Estep 
Score: -108916656.000000 Penalty: 68979.507812
Splitting cluster 8 changes total score from -108916896.000000 to -108916656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (18765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Entering Unmasked Estep 
Score: -2165632.250000 Penalty: 1598.959106
	Iteration 0F: 2 clusters Score -2165632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2152792.250000 Penalty: 3197.918213
	Iteration 0F: 3 clusters Score -2152792 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2157638.500000 Penalty: 3197.918213
	Iteration 1F: 3 clusters Score -2157638 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2158234.500000 Penalty: 3197.918213
	Iteration 2F: 3 clusters Score -2158234 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2158873.000000 Penalty: 3197.918213
	Iteration 3F: 3 clusters Score -2158873 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2159604.000000 Penalty: 3197.918213
	Iteration 4F: 3 clusters Score -2159604 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2160452.000000 Penalty: 3197.918213
	Iteration 5F: 3 clusters Score -2160452 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2161360.000000 Penalty: 3197.918213
	Iteration 6F: 3 clusters Score -2161360 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2162164.250000 Penalty: 3197.918213
	Iteration 7F: 3 clusters Score -2162164 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2162797.000000 Penalty: 3197.918213
	Iteration 8F: 3 clusters Score -2162797 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2163221.500000 Penalty: 3197.918213
	Iteration 9Q: 3 clusters Score -2163222 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2163504.500000 Penalty: 3197.918213
	Iteration 10Q: 3 clusters Score -2163504 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2163698.500000 Penalty: 3197.918213
	Iteration 11Q: 3 clusters Score -2163698 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2163810.000000 Penalty: 3197.918213
	Iteration 12Q: 3 clusters Score -2163810 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2163894.000000 Penalty: 3197.918213
	Iteration 13Q: 3 clusters Score -2163894 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2163939.250000 Penalty: 3197.918213
	Iteration 14Q: 3 clusters Score -2163939 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2163972.250000 Penalty: 3197.918213
	Iteration 15Q: 3 clusters Score -2163972 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2164014.500000 Penalty: 3197.918213
	Iteration 16Q: 3 clusters Score -2164014 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2164058.000000 Penalty: 3197.918213
	Iteration 17Q: 3 clusters Score -2164058 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2164087.750000 Penalty: 3197.918213
	Iteration 18Q: 3 clusters Score -2164088 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2164115.750000 Penalty: 3197.918213
	Iteration 19Q: 3 clusters Score -2164116 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2164150.000000 Penalty: 3197.918213
	Iteration 20F: 3 clusters Score -2164150 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2164172.250000 Penalty: 3197.918213
	Iteration 21Q: 3 clusters Score -2164172 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2164188.500000 Penalty: 3197.918213
	Iteration 22Q: 3 clusters Score -2164188 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2164210.000000 Penalty: 3197.918213
	Iteration 23Q: 3 clusters Score -2164210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2164221.250000 Penalty: 3197.918213
	Iteration 24Q: 3 clusters Score -2164221 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2164230.250000 Penalty: 3197.918213
	Iteration 25Q: 3 clusters Score -2164230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2164242.750000 Penalty: 3197.918213
	Iteration 26Q: 3 clusters Score -2164243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2164245.750000 Penalty: 3197.918213
	Iteration 27Q: 3 clusters Score -2164246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2164253.500000 Penalty: 3197.918213
	Iteration 28Q: 3 clusters Score -2164254 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2164256.000000 Penalty: 3197.918213
	Iteration 29Q: 3 clusters Score -2164256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2164262.750000 Penalty: 3197.918213
	Iteration 30Q: 3 clusters Score -2164263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2164265.500000 Penalty: 3197.918213
	Iteration 31Q: 3 clusters Score -2164266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2164273.750000 Penalty: 3197.918213
	Iteration 32Q: 3 clusters Score -2164274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2164274.750000 Penalty: 3197.918213
	Iteration 33Q: 3 clusters Score -2164275 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2164278.250000 Penalty: 3197.918213
	Iteration 34Q: 3 clusters Score -2164278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2164285.750000 Penalty: 3197.918213
	Iteration 35Q: 3 clusters Score -2164286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2164293.250000 Penalty: 3197.918213
	Iteration 36Q: 3 clusters Score -2164293 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2164302.000000 Penalty: 3197.918213
	Iteration 37Q: 3 clusters Score -2164302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2164310.250000 Penalty: 3197.918213
	Iteration 38Q: 3 clusters Score -2164310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2164323.500000 Penalty: 3197.918213
	Iteration 39Q: 3 clusters Score -2164324 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2164334.750000 Penalty: 3197.918213
	Iteration 40F: 3 clusters Score -2164335 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2164345.500000 Penalty: 3197.918213
	Iteration 41Q: 3 clusters Score -2164346 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2164353.750000 Penalty: 3197.918213
	Iteration 42Q: 3 clusters Score -2164354 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2164378.250000 Penalty: 3197.918213
	Iteration 43Q: 3 clusters Score -2164378 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2164402.250000 Penalty: 3197.918213
	Iteration 44Q: 3 clusters Score -2164402 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2164425.500000 Penalty: 3197.918213
	Iteration 45Q: 3 clusters Score -2164426 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2164461.250000 Penalty: 3197.918213
	Iteration 46Q: 3 clusters Score -2164461 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2164493.000000 Penalty: 3197.918213
	Iteration 47Q: 3 clusters Score -2164493 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2164527.250000 Penalty: 3197.918213
	Iteration 48Q: 3 clusters Score -2164527 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2164552.000000 Penalty: 3197.918213
	Iteration 49Q: 3 clusters Score -2164552 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2164595.250000 Penalty: 3197.918213
	Iteration 50Q: 3 clusters Score -2164595 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2164620.000000 Penalty: 3197.918213
	Iteration 51Q: 3 clusters Score -2164620 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2164644.000000 Penalty: 3197.918213
	Iteration 52Q: 3 clusters Score -2164644 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2164669.250000 Penalty: 3197.918213
	Iteration 53Q: 3 clusters Score -2164669 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2164691.250000 Penalty: 3197.918213
	Iteration 54Q: 3 clusters Score -2164691 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2164711.750000 Penalty: 3197.918213
	Iteration 55Q: 3 clusters Score -2164712 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2164726.250000 Penalty: 3197.918213
	Iteration 56Q: 3 clusters Score -2164726 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2164745.000000 Penalty: 3197.918213
	Iteration 57Q: 3 clusters Score -2164745 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2164763.500000 Penalty: 3197.918213
	Iteration 58Q: 3 clusters Score -2164764 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2164785.000000 Penalty: 3197.918213
	Iteration 59Q: 3 clusters Score -2164785 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2164804.500000 Penalty: 3197.918213
	Iteration 60F: 3 clusters Score -2164804 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2164819.250000 Penalty: 3197.918213
	Iteration 61Q: 3 clusters Score -2164819 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2164827.750000 Penalty: 3197.918213
	Iteration 62Q: 3 clusters Score -2164828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2164839.250000 Penalty: 3197.918213
	Iteration 63Q: 3 clusters Score -2164839 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2164850.750000 Penalty: 3197.918213
	Iteration 64Q: 3 clusters Score -2164851 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2164854.500000 Penalty: 3197.918213
	Iteration 65Q: 3 clusters Score -2164854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2164870.000000 Penalty: 3197.918213
	Iteration 66Q: 3 clusters Score -2164870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2164878.500000 Penalty: 3197.918213
	Iteration 67Q: 3 clusters Score -2164878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2164882.500000 Penalty: 3197.918213
	Iteration 68Q: 3 clusters Score -2164882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2164892.500000 Penalty: 3197.918213
	Iteration 69Q: 3 clusters Score -2164892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2164896.250000 Penalty: 3197.918213
	Iteration 70Q: 3 clusters Score -2164896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2164912.250000 Penalty: 3197.918213
	Iteration 71Q: 3 clusters Score -2164912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2164917.750000 Penalty: 3197.918213
	Iteration 72Q: 3 clusters Score -2164918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2164917.250000 Penalty: 3197.918213
	Iteration 73Q: 3 clusters Score -2164917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2164921.750000 Penalty: 3197.918213
	Iteration 74Q: 3 clusters Score -2164922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2164936.250000 Penalty: 3197.918213
	Iteration 75Q: 3 clusters Score -2164936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2164940.500000 Penalty: 3197.918213
	Iteration 76Q: 3 clusters Score -2164940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2164948.000000 Penalty: 3197.918213
	Iteration 77Q: 3 clusters Score -2164948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2164962.750000 Penalty: 3197.918213
	Iteration 78Q: 3 clusters Score -2164963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2164962.500000 Penalty: 3197.918213
	Iteration 79Q: 3 clusters Score -2164962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2164978.250000 Penalty: 3197.918213
	Iteration 80F: 3 clusters Score -2164978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2164985.750000 Penalty: 3197.918213
	Iteration 81Q: 3 clusters Score -2164986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2164996.250000 Penalty: 3197.918213
	Iteration 82Q: 3 clusters Score -2164996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2165008.250000 Penalty: 3197.918213
	Iteration 83Q: 3 clusters Score -2165008 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2165016.250000 Penalty: 3197.918213
	Iteration 84Q: 3 clusters Score -2165016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2165031.250000 Penalty: 3197.918213
	Iteration 85Q: 3 clusters Score -2165031 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2165048.750000 Penalty: 3197.918213
	Iteration 86Q: 3 clusters Score -2165049 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2165057.500000 Penalty: 3197.918213
	Iteration 87Q: 3 clusters Score -2165058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2165069.250000 Penalty: 3197.918213
	Iteration 88Q: 3 clusters Score -2165069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2165077.250000 Penalty: 3197.918213
	Iteration 89Q: 3 clusters Score -2165077 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2165084.500000 Penalty: 3197.918213
	Iteration 90Q: 3 clusters Score -2165084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2165091.750000 Penalty: 3197.918213
	Iteration 91Q: 3 clusters Score -2165092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2165094.750000 Penalty: 3197.918213
	Iteration 92Q: 3 clusters Score -2165095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2165095.000000 Penalty: 3197.918213
	Iteration 93Q: 3 clusters Score -2165095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2165098.500000 Penalty: 3197.918213
	Iteration 94Q: 3 clusters Score -2165098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2165098.500000 Penalty: 3197.918213
	Iteration 95Q: 3 clusters Score -2165098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2165101.250000 Penalty: 3197.918213
	Iteration 96Q: 3 clusters Score -2165101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2165113.500000 Penalty: 3197.918213
	Iteration 97Q: 3 clusters Score -2165114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2165122.000000 Penalty: 3197.918213
	Iteration 98Q: 3 clusters Score -2165122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2165118.750000 Penalty: 3197.918213
	Iteration 99Q: 3 clusters Score -2165119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2165123.250000 Penalty: 3197.918213
	Iteration 100F: 3 clusters Score -2165123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2165128.500000 Penalty: 3197.918213
	Iteration 101Q: 3 clusters Score -2165128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2165129.000000 Penalty: 3197.918213
	Iteration 102Q: 3 clusters Score -2165129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2165129.500000 Penalty: 3197.918213
	Iteration 103Q: 3 clusters Score -2165130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2165132.500000 Penalty: 3197.918213
	Iteration 104Q: 3 clusters Score -2165132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2165141.750000 Penalty: 3197.918213
	Iteration 105Q: 3 clusters Score -2165142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2165145.250000 Penalty: 3197.918213
	Iteration 106Q: 3 clusters Score -2165145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2165148.000000 Penalty: 3197.918213
	Iteration 107Q: 3 clusters Score -2165148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2165148.500000 Penalty: 3197.918213
	Iteration 108Q: 3 clusters Score -2165148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2165149.500000 Penalty: 3197.918213
	Iteration 109Q: 3 clusters Score -2165150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2165152.500000 Penalty: 3197.918213
	Iteration 110Q: 3 clusters Score -2165152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2165154.750000 Penalty: 3197.918213
	Iteration 111Q: 3 clusters Score -2165155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2165159.500000 Penalty: 3197.918213
	Iteration 112Q: 3 clusters Score -2165160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2165157.000000 Penalty: 3197.918213
	Iteration 113Q: 3 clusters Score -2165157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2165158.500000 Penalty: 3197.918213
	Iteration 114Q: 3 clusters Score -2165158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2165161.250000 Penalty: 3197.918213
	Iteration 115Q: 3 clusters Score -2165161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2165160.750000 Penalty: 3197.918213
	Iteration 116Q: 3 clusters Score -2165161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2165164.750000 Penalty: 3197.918213
	Iteration 117Q: 3 clusters Score -2165165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2165161.500000 Penalty: 3197.918213
	Iteration 118Q: 3 clusters Score -2165162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2165159.250000 Penalty: 3197.918213
	Iteration 119Q: 3 clusters Score -2165159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2165166.500000 Penalty: 3197.918213
	Iteration 120F: 3 clusters Score -2165166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2165174.000000 Penalty: 3197.918213
	Iteration 121Q: 3 clusters Score -2165174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2165178.000000 Penalty: 3197.918213
	Iteration 122Q: 3 clusters Score -2165178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2165185.250000 Penalty: 3197.918213
	Iteration 123Q: 3 clusters Score -2165185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2165196.750000 Penalty: 3197.918213
	Iteration 124Q: 3 clusters Score -2165197 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2165199.500000 Penalty: 3197.918213
	Iteration 125Q: 3 clusters Score -2165200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2165200.750000 Penalty: 3197.918213
	Iteration 126Q: 3 clusters Score -2165201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2165206.750000 Penalty: 3197.918213
	Iteration 127Q: 3 clusters Score -2165207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2165211.750000 Penalty: 3197.918213
	Iteration 128Q: 3 clusters Score -2165212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2165218.250000 Penalty: 3197.918213
	Iteration 129Q: 3 clusters Score -2165218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2165217.250000 Penalty: 3197.918213
	Iteration 130Q: 3 clusters Score -2165217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2165214.250000 Penalty: 3197.918213
	Iteration 131Q: 3 clusters Score -2165214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2165216.000000 Penalty: 3197.918213
	Iteration 132Q: 3 clusters Score -2165216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2165213.250000 Penalty: 3197.918213
	Iteration 133Q: 3 clusters Score -2165213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2165213.250000 Penalty: 3197.918213
	Iteration 134Q: 3 clusters Score -2165213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2165210.500000 Penalty: 3197.918213
	Iteration 135Q: 3 clusters Score -2165210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2165210.500000 Penalty: 3197.918213
	Iteration 136Q: 3 clusters Score -2165210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2165213.000000 Penalty: 3197.918213
	Iteration 137Q: 3 clusters Score -2165213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2165213.000000 Penalty: 3197.918213
	Iteration 138Q: 3 clusters Score -2165213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2165212.750000 Penalty: 3197.918213
	Iteration 139Q: 3 clusters Score -2165213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2165209.750000 Penalty: 3197.918213
	Iteration 140F: 3 clusters Score -2165210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2165213.750000 Penalty: 3197.918213
	Iteration 141Q: 3 clusters Score -2165214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2165212.250000 Penalty: 3197.918213
	Iteration 142Q: 3 clusters Score -2165212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2165214.250000 Penalty: 3197.918213
	Iteration 143Q: 3 clusters Score -2165214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2165216.750000 Penalty: 3197.918213
	Iteration 144Q: 3 clusters Score -2165217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2165213.000000 Penalty: 3197.918213
	Iteration 145Q: 3 clusters Score -2165213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2165214.250000 Penalty: 3197.918213
	Iteration 146Q: 3 clusters Score -2165214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2165214.250000 Penalty: 3197.918213
	Iteration 147F: 3 clusters Score -2165214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Entering Unmasked Estep 
Score: -6553870.000000 Penalty: 1774.023682
	Iteration 0F: 2 clusters Score -6553870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -6516844.000000 Penalty: 3548.047363
	Iteration 0F: 3 clusters Score -6516844 nChanged 25986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -6531887.000000 Penalty: 3548.047363
	Iteration 1F: 3 clusters Score -6531887 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -6532826.000000 Penalty: 3548.047363
	Iteration 2Q: 3 clusters Score -6532826 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -6534110.000000 Penalty: 3548.047363
	Iteration 3F: 3 clusters Score -6534110 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -6535753.000000 Penalty: 3548.047363
	Iteration 4F: 3 clusters Score -6535753 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -6538012.500000 Penalty: 3548.047363
	Iteration 5F: 3 clusters Score -6538012 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -6540547.000000 Penalty: 3548.047363
	Iteration 6F: 3 clusters Score -6540547 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -6543118.500000 Penalty: 3548.047363
	Iteration 7F: 3 clusters Score -6543118 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -6545452.000000 Penalty: 3548.047363
	Iteration 8F: 3 clusters Score -6545452 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -6547334.000000 Penalty: 3548.047363
	Iteration 9Q: 3 clusters Score -6547334 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -6548927.000000 Penalty: 3548.047363
	Iteration 10Q: 3 clusters Score -6548927 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -6550235.000000 Penalty: 3548.047363
	Iteration 11Q: 3 clusters Score -6550235 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -6551115.000000 Penalty: 3548.047363
	Iteration 12Q: 3 clusters Score -6551115 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6551678.500000 Penalty: 3548.047363
	Iteration 13Q: 3 clusters Score -6551678 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6552029.000000 Penalty: 3548.047363
	Iteration 14Q: 3 clusters Score -6552029 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6552265.500000 Penalty: 3548.047363
	Iteration 15Q: 3 clusters Score -6552266 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6552389.000000 Penalty: 3548.047363
	Iteration 16Q: 3 clusters Score -6552389 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6552454.000000 Penalty: 3548.047363
	Iteration 17Q: 3 clusters Score -6552454 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6552486.000000 Penalty: 3548.047363
	Iteration 18Q: 3 clusters Score -6552486 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6552520.000000 Penalty: 3548.047363
	Iteration 19Q: 3 clusters Score -6552520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6552538.500000 Penalty: 3548.047363
	Iteration 20F: 3 clusters Score -6552538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6552555.000000 Penalty: 3548.047363
	Iteration 21Q: 3 clusters Score -6552555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6552572.000000 Penalty: 3548.047363
	Iteration 22Q: 3 clusters Score -6552572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6552579.500000 Penalty: 3548.047363
	Iteration 23Q: 3 clusters Score -6552580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6552591.500000 Penalty: 3548.047363
	Iteration 24Q: 3 clusters Score -6552592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6552599.000000 Penalty: 3548.047363
	Iteration 25Q: 3 clusters Score -6552599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6552605.000000 Penalty: 3548.047363
	Iteration 26Q: 3 clusters Score -6552605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6552605.000000 Penalty: 3548.047363
	Iteration 27Q: 3 clusters Score -6552605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6552608.000000 Penalty: 3548.047363
	Iteration 28Q: 3 clusters Score -6552608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6552608.500000 Penalty: 3548.047363
	Iteration 29Q: 3 clusters Score -6552608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6552608.500000 Penalty: 3548.047363
	Iteration 30F: 3 clusters Score -6552608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (142674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142674 members 
Entering Unmasked Estep 
Score: -18102566.000000 Penalty: 1928.601562
	Iteration 0F: 2 clusters Score -1.810257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -18022406.000000 Penalty: 3857.203125
	Iteration 0F: 3 clusters Score -1.802241e+07 nChanged 68409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -18062394.000000 Penalty: 3857.203125
	Iteration 1F: 3 clusters Score -1.806239e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 76102 members 
Entering Unmasked Estep 
Score: -18063640.000000 Penalty: 3857.203125
	Iteration 2Q: 3 clusters Score -1.806364e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -18065232.000000 Penalty: 3857.203125
	Iteration 3Q: 3 clusters Score -1.806523e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 81839 members 
Entering Unmasked Estep 
Score: -18067552.000000 Penalty: 3857.203125
	Iteration 4Q: 3 clusters Score -1.806755e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 86710 members 
Entering Unmasked Estep 
Score: -18070914.000000 Penalty: 3857.203125
	Iteration 5F: 3 clusters Score -1.807091e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 93132 members 
Entering Unmasked Estep 
Score: -18075824.000000 Penalty: 3857.203125
	Iteration 6F: 3 clusters Score -1.807582e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 100439 members 
Entering Unmasked Estep 
Score: -18081694.000000 Penalty: 3857.203125
	Iteration 7F: 3 clusters Score -1.808169e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 107517 members 
Entering Unmasked Estep 
Score: -18088190.000000 Penalty: 3857.203125
	Iteration 8F: 3 clusters Score -1.808819e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 113353 members 
Entering Unmasked Estep 
Score: -18095014.000000 Penalty: 3857.203125
	Iteration 9F: 3 clusters Score -1.809501e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 118161 members 
Entering Unmasked Estep 
Score: -18099252.000000 Penalty: 3857.203125
	Iteration 10Q: 3 clusters Score -1.809925e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 122511 members 
Entering Unmasked Estep 
Score: -18101224.000000 Penalty: 3857.203125
	Iteration 11Q: 3 clusters Score -1.810122e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 126328 members 
Entering Unmasked Estep 
Score: -18102106.000000 Penalty: 3857.203125
	Iteration 12Q: 3 clusters Score -1.810211e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 129601 members 
Entering Unmasked Estep 
Score: -18103094.000000 Penalty: 3857.203125
	Iteration 13Q: 3 clusters Score -1.810309e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 132548 members 
Entering Unmasked Estep 
Score: -18103424.000000 Penalty: 3857.203125
	Iteration 14Q: 3 clusters Score -1.810342e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 135064 members 
Entering Unmasked Estep 
Score: -18103282.000000 Penalty: 3857.203125
	Iteration 15Q: 3 clusters Score -1.810328e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 137069 members 
Entering Unmasked Estep 
Score: -18103040.000000 Penalty: 3857.203125
	Iteration 16Q: 3 clusters Score -1.810304e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 138665 members 
Entering Unmasked Estep 
Score: -18102842.000000 Penalty: 3857.203125
	Iteration 17Q: 3 clusters Score -1.810284e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 139840 members 
Entering Unmasked Estep 
Score: -18102284.000000 Penalty: 3857.203125
	Iteration 18Q: 3 clusters Score -1.810228e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 140652 members 
Entering Unmasked Estep 
Score: -18101992.000000 Penalty: 3857.203125
	Iteration 19Q: 3 clusters Score -1.810199e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 141178 members 
Entering Unmasked Estep 
Score: -18101846.000000 Penalty: 3857.203125
	Iteration 20F: 3 clusters Score -1.810185e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 141525 members 
Entering Unmasked Estep 
Score: -18101716.000000 Penalty: 3857.203125
	Iteration 21Q: 3 clusters Score -1.810172e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 141757 members 
Entering Unmasked Estep 
Score: -18101660.000000 Penalty: 3857.203125
	Iteration 22Q: 3 clusters Score -1.810166e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 141896 members 
Entering Unmasked Estep 
Score: -18101600.000000 Penalty: 3857.203125
	Iteration 23Q: 3 clusters Score -1.81016e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 141975 members 
Entering Unmasked Estep 
Score: -18101646.000000 Penalty: 3857.203125
	Iteration 24Q: 3 clusters Score -1.810165e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 142025 members 
Entering Unmasked Estep 
Score: -18101652.000000 Penalty: 3857.203125
	Iteration 25Q: 3 clusters Score -1.810165e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 142054 members 
Entering Unmasked Estep 
Score: -18101668.000000 Penalty: 3857.203125
	Iteration 26Q: 3 clusters Score -1.810167e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 142079 members 
Entering Unmasked Estep 
Score: -18101660.000000 Penalty: 3857.203125
	Iteration 27Q: 3 clusters Score -1.810166e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 142106 members 
Entering Unmasked Estep 
Score: -18101656.000000 Penalty: 3857.203125
	Iteration 28Q: 3 clusters Score -1.810166e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 142131 members 
Entering Unmasked Estep 
Score: -18101688.000000 Penalty: 3857.203125
	Iteration 29Q: 3 clusters Score -1.810169e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 142146 members 
Entering Unmasked Estep 
Score: -18101702.000000 Penalty: 3857.203125
	Iteration 30Q: 3 clusters Score -1.81017e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 142161 members 
Entering Unmasked Estep 
Score: -18101694.000000 Penalty: 3857.203125
	Iteration 31Q: 3 clusters Score -1.810169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 142172 members 
Entering Unmasked Estep 
Score: -18101712.000000 Penalty: 3857.203125
	Iteration 32Q: 3 clusters Score -1.810171e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 142170 members 
Entering Unmasked Estep 
Score: -18101726.000000 Penalty: 3857.203125
	Iteration 33Q: 3 clusters Score -1.810173e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 142164 members 
Entering Unmasked Estep 
Score: -18101768.000000 Penalty: 3857.203125
	Iteration 34Q: 3 clusters Score -1.810177e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 142158 members 
Entering Unmasked Estep 
Score: -18101780.000000 Penalty: 3857.203125
	Iteration 35Q: 3 clusters Score -1.810178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 142150 members 
Entering Unmasked Estep 
Score: -18101814.000000 Penalty: 3857.203125
	Iteration 36Q: 3 clusters Score -1.810181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 142148 members 
Entering Unmasked Estep 
Score: -18101818.000000 Penalty: 3857.203125
	Iteration 37Q: 3 clusters Score -1.810182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 142146 members 
Entering Unmasked Estep 
Score: -18101828.000000 Penalty: 3857.203125
	Iteration 38Q: 3 clusters Score -1.810183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 142144 members 
Entering Unmasked Estep 
Score: -18101822.000000 Penalty: 3857.203125
	Iteration 39Q: 3 clusters Score -1.810182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 142144 members 
Entering Unmasked Estep 
Score: -18101820.000000 Penalty: 3857.203125
	Iteration 40F: 3 clusters Score -1.810182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 142144 members 
Entering Unmasked Estep 
Score: -18101812.000000 Penalty: 3857.203125
	Iteration 41Q: 3 clusters Score -1.810181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 142145 members 
Entering Unmasked Estep 
Score: -18101816.000000 Penalty: 3857.203125
	Iteration 42Q: 3 clusters Score -1.810182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 142148 members 
Entering Unmasked Estep 
Score: -18101812.000000 Penalty: 3857.203125
	Iteration 43Q: 3 clusters Score -1.810181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 142149 members 
Entering Unmasked Estep 
Score: -18101826.000000 Penalty: 3857.203125
	Iteration 44Q: 3 clusters Score -1.810183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 142150 members 
Entering Unmasked Estep 
Score: -18101816.000000 Penalty: 3857.203125
	Iteration 45Q: 3 clusters Score -1.810182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 142149 members 
Entering Unmasked Estep 
Score: -18101826.000000 Penalty: 3857.203125
	Iteration 46Q: 3 clusters Score -1.810183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 142149 members 
Entering Unmasked Estep 
Score: -18101824.000000 Penalty: 3857.203125
	Iteration 47Q: 3 clusters Score -1.810182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 142146 members 
Entering Unmasked Estep 
Score: -18101828.000000 Penalty: 3857.203125
	Iteration 48Q: 3 clusters Score -1.810183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 142142 members 
Entering Unmasked Estep 
Score: -18101862.000000 Penalty: 3857.203125
	Iteration 49Q: 3 clusters Score -1.810186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 142140 members 
Entering Unmasked Estep 
Score: -18101852.000000 Penalty: 3857.203125
	Iteration 50Q: 3 clusters Score -1.810185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 142139 members 
Entering Unmasked Estep 
Score: -18101876.000000 Penalty: 3857.203125
	Iteration 51Q: 3 clusters Score -1.810188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 142136 members 
Entering Unmasked Estep 
Score: -18101884.000000 Penalty: 3857.203125
	Iteration 52Q: 3 clusters Score -1.810188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 142132 members 
Entering Unmasked Estep 
Score: -18101868.000000 Penalty: 3857.203125
	Iteration 53Q: 3 clusters Score -1.810187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 142128 members 
Entering Unmasked Estep 
Score: -18101894.000000 Penalty: 3857.203125
	Iteration 54Q: 3 clusters Score -1.810189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 142127 members 
Entering Unmasked Estep 
Score: -18101902.000000 Penalty: 3857.203125
	Iteration 55Q: 3 clusters Score -1.81019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 142123 members 
Entering Unmasked Estep 
Score: -18101908.000000 Penalty: 3857.203125
	Iteration 56Q: 3 clusters Score -1.810191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 142118 members 
Entering Unmasked Estep 
Score: -18101902.000000 Penalty: 3857.203125
	Iteration 57Q: 3 clusters Score -1.81019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 142114 members 
Entering Unmasked Estep 
Score: -18101898.000000 Penalty: 3857.203125
	Iteration 58Q: 3 clusters Score -1.81019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 142108 members 
Entering Unmasked Estep 
Score: -18101906.000000 Penalty: 3857.203125
	Iteration 59Q: 3 clusters Score -1.810191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 142104 members 
Entering Unmasked Estep 
Score: -18101906.000000 Penalty: 3857.203125
	Iteration 60F: 3 clusters Score -1.810191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 142097 members 
Entering Unmasked Estep 
Score: -18101928.000000 Penalty: 3857.203125
	Iteration 61Q: 3 clusters Score -1.810193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 142093 members 
Entering Unmasked Estep 
Score: -18101954.000000 Penalty: 3857.203125
	Iteration 62Q: 3 clusters Score -1.810195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 142098 members 
Entering Unmasked Estep 
Score: -18101950.000000 Penalty: 3857.203125
	Iteration 63Q: 3 clusters Score -1.810195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 142102 members 
Entering Unmasked Estep 
Score: -18101964.000000 Penalty: 3857.203125
	Iteration 64Q: 3 clusters Score -1.810196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 142104 members 
Entering Unmasked Estep 
Score: -18101978.000000 Penalty: 3857.203125
	Iteration 65Q: 3 clusters Score -1.810198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 142102 members 
Entering Unmasked Estep 
Score: -18101968.000000 Penalty: 3857.203125
	Iteration 66Q: 3 clusters Score -1.810197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 142101 members 
Entering Unmasked Estep 
Score: -18101980.000000 Penalty: 3857.203125
	Iteration 67Q: 3 clusters Score -1.810198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 142101 members 
Entering Unmasked Estep 
Score: -18101972.000000 Penalty: 3857.203125
	Iteration 68Q: 3 clusters Score -1.810197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 142101 members 
Entering Unmasked Estep 
Score: -18101960.000000 Penalty: 3857.203125
	Iteration 69Q: 3 clusters Score -1.810196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 142099 members 
Entering Unmasked Estep 
Score: -18101964.000000 Penalty: 3857.203125
	Iteration 70Q: 3 clusters Score -1.810196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 142099 members 
Entering Unmasked Estep 
Score: -18101970.000000 Penalty: 3857.203125
	Iteration 71Q: 3 clusters Score -1.810197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 142098 members 
Entering Unmasked Estep 
Score: -18101958.000000 Penalty: 3857.203125
	Iteration 72Q: 3 clusters Score -1.810196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 142096 members 
Entering Unmasked Estep 
Score: -18101986.000000 Penalty: 3857.203125
	Iteration 73Q: 3 clusters Score -1.810199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 142094 members 
Entering Unmasked Estep 
Score: -18101984.000000 Penalty: 3857.203125
	Iteration 74Q: 3 clusters Score -1.810198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 142095 members 
Entering Unmasked Estep 
Score: -18101984.000000 Penalty: 3857.203125
	Iteration 75Q: 3 clusters Score -1.810198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 142095 members 
Entering Unmasked Estep 
Score: -18101984.000000 Penalty: 3857.203125
	Iteration 76F: 3 clusters Score -1.810198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Entering Unmasked Estep 
Score: -4216787.000000 Penalty: 1699.887207
	Iteration 0F: 2 clusters Score -4216787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -4193380.500000 Penalty: 3399.774414
	Iteration 0F: 3 clusters Score -4193380 nChanged 16187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4202493.500000 Penalty: 3399.774414
	Iteration 1F: 3 clusters Score -4202494 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -4203123.000000 Penalty: 3399.774414
	Iteration 2Q: 3 clusters Score -4203123 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -4203814.500000 Penalty: 3399.774414
	Iteration 3Q: 3 clusters Score -4203814 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -4204643.500000 Penalty: 3399.774414
	Iteration 4F: 3 clusters Score -4204644 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -4205825.500000 Penalty: 3399.774414
	Iteration 5F: 3 clusters Score -4205826 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -4207454.500000 Penalty: 3399.774414
	Iteration 6F: 3 clusters Score -4207454 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -4209335.500000 Penalty: 3399.774414
	Iteration 7F: 3 clusters Score -4209336 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -4211064.000000 Penalty: 3399.774414
	Iteration 8F: 3 clusters Score -4211064 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -4212487.000000 Penalty: 3399.774414
	Iteration 9Q: 3 clusters Score -4212487 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -4213486.500000 Penalty: 3399.774414
	Iteration 10Q: 3 clusters Score -4213486 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4214178.500000 Penalty: 3399.774414
	Iteration 11Q: 3 clusters Score -4214178 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -4214644.000000 Penalty: 3399.774414
	Iteration 12Q: 3 clusters Score -4214644 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -4214908.500000 Penalty: 3399.774414
	Iteration 13Q: 3 clusters Score -4214908 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -4215121.500000 Penalty: 3399.774414
	Iteration 14Q: 3 clusters Score -4215122 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4215247.500000 Penalty: 3399.774414
	Iteration 15Q: 3 clusters Score -4215248 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -4215329.000000 Penalty: 3399.774414
	Iteration 16Q: 3 clusters Score -4215329 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -4215343.000000 Penalty: 3399.774414
	Iteration 17Q: 3 clusters Score -4215343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -4215358.500000 Penalty: 3399.774414
	Iteration 18Q: 3 clusters Score -4215358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -4215368.500000 Penalty: 3399.774414
	Iteration 19Q: 3 clusters Score -4215368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -4215378.000000 Penalty: 3399.774414
	Iteration 20F: 3 clusters Score -4215378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -4215385.000000 Penalty: 3399.774414
	Iteration 21Q: 3 clusters Score -4215385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -4215391.500000 Penalty: 3399.774414
	Iteration 22Q: 3 clusters Score -4215392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -4215396.500000 Penalty: 3399.774414
	Iteration 23Q: 3 clusters Score -4215396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -4215402.500000 Penalty: 3399.774414
	Iteration 24Q: 3 clusters Score -4215402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -4215405.500000 Penalty: 3399.774414
	Iteration 25Q: 3 clusters Score -4215406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -4215405.500000 Penalty: 3399.774414
	Iteration 26Q: 3 clusters Score -4215406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4215409.000000 Penalty: 3399.774414
	Iteration 27Q: 3 clusters Score -4215409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -4215411.500000 Penalty: 3399.774414
	Iteration 28Q: 3 clusters Score -4215412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -4215416.500000 Penalty: 3399.774414
	Iteration 29Q: 3 clusters Score -4215416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -4215422.000000 Penalty: 3399.774414
	Iteration 30Q: 3 clusters Score -4215422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4215422.000000 Penalty: 3399.774414
	Iteration 31Q: 3 clusters Score -4215422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4215427.000000 Penalty: 3399.774414
	Iteration 32Q: 3 clusters Score -4215427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4215427.000000 Penalty: 3399.774414
	Iteration 33F: 3 clusters Score -4215427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -382090.843750 Penalty: 1291.382812
	Iteration 0F: 2 clusters Score -382090.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -379475.281250 Penalty: 2582.765625
	Iteration 0F: 3 clusters Score -379475.3 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -380044.656250 Penalty: 2582.765625
	Iteration 1F: 3 clusters Score -380044.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -380143.375000 Penalty: 2582.765625
	Iteration 2F: 3 clusters Score -380143.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -380199.593750 Penalty: 2582.765625
	Iteration 3Q: 3 clusters Score -380199.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -380243.906250 Penalty: 2582.765625
	Iteration 4Q: 3 clusters Score -380243.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -380277.625000 Penalty: 2582.765625
	Iteration 5Q: 3 clusters Score -380277.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -380308.031250 Penalty: 2582.765625
	Iteration 6Q: 3 clusters Score -380308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -380336.156250 Penalty: 2582.765625
	Iteration 7Q: 3 clusters Score -380336.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -380352.843750 Penalty: 2582.765625
	Iteration 8Q: 3 clusters Score -380352.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -380366.968750 Penalty: 2582.765625
	Iteration 9Q: 3 clusters Score -380367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -380380.187500 Penalty: 2582.765625
	Iteration 10Q: 3 clusters Score -380380.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -380392.312500 Penalty: 2582.765625
	Iteration 11Q: 3 clusters Score -380392.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -380402.593750 Penalty: 2582.765625
	Iteration 12Q: 3 clusters Score -380402.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -380411.125000 Penalty: 2582.765625
	Iteration 13Q: 3 clusters Score -380411.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -380417.687500 Penalty: 2582.765625
	Iteration 14Q: 3 clusters Score -380417.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -380423.468750 Penalty: 2582.765625
	Iteration 15Q: 3 clusters Score -380423.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -380429.937500 Penalty: 2582.765625
	Iteration 16Q: 3 clusters Score -380429.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -380432.750000 Penalty: 2582.765625
	Iteration 17Q: 3 clusters Score -380432.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -380437.437500 Penalty: 2582.765625
	Iteration 18Q: 3 clusters Score -380437.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -380441.125000 Penalty: 2582.765625
	Iteration 19Q: 3 clusters Score -380441.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -380444.625000 Penalty: 2582.765625
	Iteration 20F: 3 clusters Score -380444.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -380448.500000 Penalty: 2582.765625
	Iteration 21Q: 3 clusters Score -380448.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -380450.656250 Penalty: 2582.765625
	Iteration 22Q: 3 clusters Score -380450.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -380453.093750 Penalty: 2582.765625
	Iteration 23Q: 3 clusters Score -380453.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -380455.906250 Penalty: 2582.765625
	Iteration 24Q: 3 clusters Score -380455.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -380460.031250 Penalty: 2582.765625
	Iteration 25Q: 3 clusters Score -380460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -380465.031250 Penalty: 2582.765625
	Iteration 26Q: 3 clusters Score -380465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -380469.375000 Penalty: 2582.765625
	Iteration 27Q: 3 clusters Score -380469.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -380476.937500 Penalty: 2582.765625
	Iteration 28Q: 3 clusters Score -380476.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -380481.968750 Penalty: 2582.765625
	Iteration 29Q: 3 clusters Score -380482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -380484.000000 Penalty: 2582.765625
	Iteration 30Q: 3 clusters Score -380484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -380485.218750 Penalty: 2582.765625
	Iteration 31Q: 3 clusters Score -380485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -380485.250000 Penalty: 2582.765625
	Iteration 32Q: 3 clusters Score -380485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -380485.906250 Penalty: 2582.765625
	Iteration 33Q: 3 clusters Score -380485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -380488.875000 Penalty: 2582.765625
	Iteration 34Q: 3 clusters Score -380488.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -380492.718750 Penalty: 2582.765625
	Iteration 35Q: 3 clusters Score -380492.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -380496.187500 Penalty: 2582.765625
	Iteration 36Q: 3 clusters Score -380496.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -380499.187500 Penalty: 2582.765625
	Iteration 37Q: 3 clusters Score -380499.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -380503.500000 Penalty: 2582.765625
	Iteration 38Q: 3 clusters Score -380503.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -380508.906250 Penalty: 2582.765625
	Iteration 39Q: 3 clusters Score -380508.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -380514.250000 Penalty: 2582.765625
	Iteration 40F: 3 clusters Score -380514.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -380520.406250 Penalty: 2582.765625
	Iteration 41Q: 3 clusters Score -380520.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -380527.937500 Penalty: 2582.765625
	Iteration 42Q: 3 clusters Score -380527.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -380536.187500 Penalty: 2582.765625
	Iteration 43Q: 3 clusters Score -380536.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -380548.593750 Penalty: 2582.765625
	Iteration 44Q: 3 clusters Score -380548.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -380557.968750 Penalty: 2582.765625
	Iteration 45Q: 3 clusters Score -380558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -380565.937500 Penalty: 2582.765625
	Iteration 46Q: 3 clusters Score -380565.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -380572.687500 Penalty: 2582.765625
	Iteration 47Q: 3 clusters Score -380572.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -380579.937500 Penalty: 2582.765625
	Iteration 48Q: 3 clusters Score -380579.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -380586.031250 Penalty: 2582.765625
	Iteration 49Q: 3 clusters Score -380586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -380598.250000 Penalty: 2582.765625
	Iteration 50Q: 3 clusters Score -380598.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -380608.312500 Penalty: 2582.765625
	Iteration 51Q: 3 clusters Score -380608.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -380616.281250 Penalty: 2582.765625
	Iteration 52Q: 3 clusters Score -380616.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -380621.187500 Penalty: 2582.765625
	Iteration 53Q: 3 clusters Score -380621.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -380625.375000 Penalty: 2582.765625
	Iteration 54Q: 3 clusters Score -380625.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -380629.437500 Penalty: 2582.765625
	Iteration 55Q: 3 clusters Score -380629.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -380635.062500 Penalty: 2582.765625
	Iteration 56Q: 3 clusters Score -380635.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -380641.062500 Penalty: 2582.765625
	Iteration 57Q: 3 clusters Score -380641.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -380648.718750 Penalty: 2582.765625
	Iteration 58Q: 3 clusters Score -380648.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -380654.187500 Penalty: 2582.765625
	Iteration 59Q: 3 clusters Score -380654.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -380658.625000 Penalty: 2582.765625
	Iteration 60F: 3 clusters Score -380658.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -380663.250000 Penalty: 2582.765625
	Iteration 61Q: 3 clusters Score -380663.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -380667.187500 Penalty: 2582.765625
	Iteration 62Q: 3 clusters Score -380667.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -380673.093750 Penalty: 2582.765625
	Iteration 63Q: 3 clusters Score -380673.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -380678.968750 Penalty: 2582.765625
	Iteration 64Q: 3 clusters Score -380679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -380683.812500 Penalty: 2582.765625
	Iteration 65Q: 3 clusters Score -380683.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -380688.437500 Penalty: 2582.765625
	Iteration 66Q: 3 clusters Score -380688.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -380695.000000 Penalty: 2582.765625
	Iteration 67Q: 3 clusters Score -380695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -380703.281250 Penalty: 2582.765625
	Iteration 68Q: 3 clusters Score -380703.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -380712.281250 Penalty: 2582.765625
	Iteration 69Q: 3 clusters Score -380712.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -380718.812500 Penalty: 2582.765625
	Iteration 70Q: 3 clusters Score -380718.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -380726.343750 Penalty: 2582.765625
	Iteration 71Q: 3 clusters Score -380726.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -380732.562500 Penalty: 2582.765625
	Iteration 72Q: 3 clusters Score -380732.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -380740.281250 Penalty: 2582.765625
	Iteration 73Q: 3 clusters Score -380740.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -380752.218750 Penalty: 2582.765625
	Iteration 74Q: 3 clusters Score -380752.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -380765.156250 Penalty: 2582.765625
	Iteration 75Q: 3 clusters Score -380765.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -380774.937500 Penalty: 2582.765625
	Iteration 76Q: 3 clusters Score -380774.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -380792.875000 Penalty: 2582.765625
	Iteration 77Q: 3 clusters Score -380792.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -380804.781250 Penalty: 2582.765625
	Iteration 78Q: 3 clusters Score -380804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -380810.156250 Penalty: 2582.765625
	Iteration 79Q: 3 clusters Score -380810.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -380815.531250 Penalty: 2582.765625
	Iteration 80F: 3 clusters Score -380815.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -380824.500000 Penalty: 2582.765625
	Iteration 81Q: 3 clusters Score -380824.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -380840.531250 Penalty: 2582.765625
	Iteration 82Q: 3 clusters Score -380840.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -380854.750000 Penalty: 2582.765625
	Iteration 83Q: 3 clusters Score -380854.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -380865.906250 Penalty: 2582.765625
	Iteration 84Q: 3 clusters Score -380865.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -380877.593750 Penalty: 2582.765625
	Iteration 85Q: 3 clusters Score -380877.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -380892.375000 Penalty: 2582.765625
	Iteration 86Q: 3 clusters Score -380892.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -380904.500000 Penalty: 2582.765625
	Iteration 87Q: 3 clusters Score -380904.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -380914.531250 Penalty: 2582.765625
	Iteration 88Q: 3 clusters Score -380914.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -380919.312500 Penalty: 2582.765625
	Iteration 89Q: 3 clusters Score -380919.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -380921.781250 Penalty: 2582.765625
	Iteration 90Q: 3 clusters Score -380921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -380923.968750 Penalty: 2582.765625
	Iteration 91Q: 3 clusters Score -380924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -380924.093750 Penalty: 2582.765625
	Iteration 92Q: 3 clusters Score -380924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -380924.875000 Penalty: 2582.765625
	Iteration 93Q: 3 clusters Score -380924.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -380924.875000 Penalty: 2582.765625
	Iteration 94F: 3 clusters Score -380924.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Entering Unmasked Estep 
Score: -695848.875000 Penalty: 1407.628906
	Iteration 0F: 2 clusters Score -695848.9 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 2870 members 
Entering Unmasked Estep 
Score: -691403.562500 Penalty: 2815.257812
	Iteration 0F: 3 clusters Score -691403.6 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -692686.000000 Penalty: 2815.257812
	Iteration 1F: 3 clusters Score -692686 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -692896.875000 Penalty: 2815.257812
	Iteration 2F: 3 clusters Score -692896.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -693049.187500 Penalty: 2815.257812
	Iteration 3F: 3 clusters Score -693049.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -693177.312500 Penalty: 2815.257812
	Iteration 4Q: 3 clusters Score -693177.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -693272.687500 Penalty: 2815.257812
	Iteration 5Q: 3 clusters Score -693272.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -693351.062500 Penalty: 2815.257812
	Iteration 6Q: 3 clusters Score -693351.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -693429.625000 Penalty: 2815.257812
	Iteration 7Q: 3 clusters Score -693429.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -693494.000000 Penalty: 2815.257812
	Iteration 8Q: 3 clusters Score -693494 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -693558.375000 Penalty: 2815.257812
	Iteration 9Q: 3 clusters Score -693558.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -693619.750000 Penalty: 2815.257812
	Iteration 10Q: 3 clusters Score -693619.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -693682.437500 Penalty: 2815.257812
	Iteration 11Q: 3 clusters Score -693682.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -693736.812500 Penalty: 2815.257812
	Iteration 12Q: 3 clusters Score -693736.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -693790.562500 Penalty: 2815.257812
	Iteration 13Q: 3 clusters Score -693790.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -693846.875000 Penalty: 2815.257812
	Iteration 14Q: 3 clusters Score -693846.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -693916.750000 Penalty: 2815.257812
	Iteration 15Q: 3 clusters Score -693916.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -693990.625000 Penalty: 2815.257812
	Iteration 16Q: 3 clusters Score -693990.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -694054.562500 Penalty: 2815.257812
	Iteration 17Q: 3 clusters Score -694054.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -694117.187500 Penalty: 2815.257812
	Iteration 18Q: 3 clusters Score -694117.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -694172.812500 Penalty: 2815.257812
	Iteration 19Q: 3 clusters Score -694172.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -694217.750000 Penalty: 2815.257812
	Iteration 20F: 3 clusters Score -694217.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -694257.062500 Penalty: 2815.257812
	Iteration 21Q: 3 clusters Score -694257.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -694289.875000 Penalty: 2815.257812
	Iteration 22Q: 3 clusters Score -694289.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -694318.250000 Penalty: 2815.257812
	Iteration 23Q: 3 clusters Score -694318.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -694345.500000 Penalty: 2815.257812
	Iteration 24Q: 3 clusters Score -694345.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -694369.562500 Penalty: 2815.257812
	Iteration 25Q: 3 clusters Score -694369.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -694391.000000 Penalty: 2815.257812
	Iteration 26Q: 3 clusters Score -694391 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -694403.687500 Penalty: 2815.257812
	Iteration 27Q: 3 clusters Score -694403.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -694415.562500 Penalty: 2815.257812
	Iteration 28Q: 3 clusters Score -694415.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -694427.312500 Penalty: 2815.257812
	Iteration 29Q: 3 clusters Score -694427.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -694441.875000 Penalty: 2815.257812
	Iteration 30Q: 3 clusters Score -694441.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -694456.062500 Penalty: 2815.257812
	Iteration 31Q: 3 clusters Score -694456.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -694468.625000 Penalty: 2815.257812
	Iteration 32Q: 3 clusters Score -694468.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -694478.625000 Penalty: 2815.257812
	Iteration 33Q: 3 clusters Score -694478.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -694487.875000 Penalty: 2815.257812
	Iteration 34Q: 3 clusters Score -694487.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -694496.187500 Penalty: 2815.257812
	Iteration 35Q: 3 clusters Score -694496.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -694503.437500 Penalty: 2815.257812
	Iteration 36Q: 3 clusters Score -694503.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -694511.312500 Penalty: 2815.257812
	Iteration 37Q: 3 clusters Score -694511.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -694521.250000 Penalty: 2815.257812
	Iteration 38Q: 3 clusters Score -694521.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -694535.625000 Penalty: 2815.257812
	Iteration 39Q: 3 clusters Score -694535.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -694547.937500 Penalty: 2815.257812
	Iteration 40F: 3 clusters Score -694547.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -694557.937500 Penalty: 2815.257812
	Iteration 41Q: 3 clusters Score -694557.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -694569.687500 Penalty: 2815.257812
	Iteration 42Q: 3 clusters Score -694569.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -694581.625000 Penalty: 2815.257812
	Iteration 43Q: 3 clusters Score -694581.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -694591.250000 Penalty: 2815.257812
	Iteration 44Q: 3 clusters Score -694591.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -694606.687500 Penalty: 2815.257812
	Iteration 45Q: 3 clusters Score -694606.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -694627.062500 Penalty: 2815.257812
	Iteration 46Q: 3 clusters Score -694627.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -694638.687500 Penalty: 2815.257812
	Iteration 47Q: 3 clusters Score -694638.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -694646.625000 Penalty: 2815.257812
	Iteration 48Q: 3 clusters Score -694646.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -694656.312500 Penalty: 2815.257812
	Iteration 49Q: 3 clusters Score -694656.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -694666.562500 Penalty: 2815.257812
	Iteration 50Q: 3 clusters Score -694666.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -694672.875000 Penalty: 2815.257812
	Iteration 51Q: 3 clusters Score -694672.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -694675.625000 Penalty: 2815.257812
	Iteration 52Q: 3 clusters Score -694675.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -694678.812500 Penalty: 2815.257812
	Iteration 53Q: 3 clusters Score -694678.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -694683.500000 Penalty: 2815.257812
	Iteration 54Q: 3 clusters Score -694683.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -694686.562500 Penalty: 2815.257812
	Iteration 55Q: 3 clusters Score -694686.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -694690.375000 Penalty: 2815.257812
	Iteration 56Q: 3 clusters Score -694690.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -694697.312500 Penalty: 2815.257812
	Iteration 57Q: 3 clusters Score -694697.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -694698.312500 Penalty: 2815.257812
	Iteration 58Q: 3 clusters Score -694698.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -694699.687500 Penalty: 2815.257812
	Iteration 59Q: 3 clusters Score -694699.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -694702.125000 Penalty: 2815.257812
	Iteration 60F: 3 clusters Score -694702.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -694707.750000 Penalty: 2815.257812
	Iteration 61Q: 3 clusters Score -694707.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -694710.687500 Penalty: 2815.257812
	Iteration 62Q: 3 clusters Score -694710.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -694714.000000 Penalty: 2815.257812
	Iteration 63Q: 3 clusters Score -694714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -694715.937500 Penalty: 2815.257812
	Iteration 64Q: 3 clusters Score -694715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -694717.125000 Penalty: 2815.257812
	Iteration 65Q: 3 clusters Score -694717.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -694718.312500 Penalty: 2815.257812
	Iteration 66Q: 3 clusters Score -694718.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -694722.437500 Penalty: 2815.257812
	Iteration 67Q: 3 clusters Score -694722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -694725.312500 Penalty: 2815.257812
	Iteration 68Q: 3 clusters Score -694725.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -694726.750000 Penalty: 2815.257812
	Iteration 69Q: 3 clusters Score -694726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -694727.375000 Penalty: 2815.257812
	Iteration 70Q: 3 clusters Score -694727.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -694727.312500 Penalty: 2815.257812
	Iteration 71Q: 3 clusters Score -694727.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -694731.312500 Penalty: 2815.257812
	Iteration 72Q: 3 clusters Score -694731.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -694734.187500 Penalty: 2815.257812
	Iteration 73Q: 3 clusters Score -694734.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -694738.250000 Penalty: 2815.257812
	Iteration 74Q: 3 clusters Score -694738.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -694743.187500 Penalty: 2815.257812
	Iteration 75Q: 3 clusters Score -694743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -694744.875000 Penalty: 2815.257812
	Iteration 76Q: 3 clusters Score -694744.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -694745.750000 Penalty: 2815.257812
	Iteration 77Q: 3 clusters Score -694745.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -694748.875000 Penalty: 2815.257812
	Iteration 78Q: 3 clusters Score -694748.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -694750.625000 Penalty: 2815.257812
	Iteration 79Q: 3 clusters Score -694750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -694751.937500 Penalty: 2815.257812
	Iteration 80F: 3 clusters Score -694751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -694752.312500 Penalty: 2815.257812
	Iteration 81Q: 3 clusters Score -694752.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -694752.312500 Penalty: 2815.257812
	Iteration 82F: 3 clusters Score -694752.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Entering Unmasked Estep 
Score: -1165918.875000 Penalty: 1490.503174
	Iteration 0F: 2 clusters Score -1165919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1159109.625000 Penalty: 2981.006348
	Iteration 0F: 3 clusters Score -1159110 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1161240.000000 Penalty: 2981.006348
	Iteration 1F: 3 clusters Score -1161240 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1161482.625000 Penalty: 2981.006348
	Iteration 2F: 3 clusters Score -1161483 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1161714.500000 Penalty: 2981.006348
	Iteration 3Q: 3 clusters Score -1161714 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1161943.625000 Penalty: 2981.006348
	Iteration 4Q: 3 clusters Score -1161944 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1162200.625000 Penalty: 2981.006348
	Iteration 5Q: 3 clusters Score -1162201 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1162480.250000 Penalty: 2981.006348
	Iteration 6Q: 3 clusters Score -1162480 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1162771.625000 Penalty: 2981.006348
	Iteration 7Q: 3 clusters Score -1162772 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1163058.250000 Penalty: 2981.006348
	Iteration 8Q: 3 clusters Score -1163058 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1163319.375000 Penalty: 2981.006348
	Iteration 9Q: 3 clusters Score -1163319 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1163595.000000 Penalty: 2981.006348
	Iteration 10Q: 3 clusters Score -1163595 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1163857.375000 Penalty: 2981.006348
	Iteration 11Q: 3 clusters Score -1163857 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1164052.625000 Penalty: 2981.006348
	Iteration 12Q: 3 clusters Score -1164053 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1164198.750000 Penalty: 2981.006348
	Iteration 13Q: 3 clusters Score -1164199 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1164283.375000 Penalty: 2981.006348
	Iteration 14Q: 3 clusters Score -1164283 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1164347.750000 Penalty: 2981.006348
	Iteration 15Q: 3 clusters Score -1164348 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1164401.875000 Penalty: 2981.006348
	Iteration 16Q: 3 clusters Score -1164402 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1164437.500000 Penalty: 2981.006348
	Iteration 17Q: 3 clusters Score -1164438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1164470.875000 Penalty: 2981.006348
	Iteration 18Q: 3 clusters Score -1164471 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1164499.000000 Penalty: 2981.006348
	Iteration 19Q: 3 clusters Score -1164499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1164514.875000 Penalty: 2981.006348
	Iteration 20F: 3 clusters Score -1164515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1164526.125000 Penalty: 2981.006348
	Iteration 21Q: 3 clusters Score -1164526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1164537.875000 Penalty: 2981.006348
	Iteration 22Q: 3 clusters Score -1164538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1164548.250000 Penalty: 2981.006348
	Iteration 23Q: 3 clusters Score -1164548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1164554.875000 Penalty: 2981.006348
	Iteration 24Q: 3 clusters Score -1164555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1164564.000000 Penalty: 2981.006348
	Iteration 25Q: 3 clusters Score -1164564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1164575.125000 Penalty: 2981.006348
	Iteration 26Q: 3 clusters Score -1164575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1164582.625000 Penalty: 2981.006348
	Iteration 27Q: 3 clusters Score -1164583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1164589.000000 Penalty: 2981.006348
	Iteration 28Q: 3 clusters Score -1164589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1164591.125000 Penalty: 2981.006348
	Iteration 29Q: 3 clusters Score -1164591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1164593.375000 Penalty: 2981.006348
	Iteration 30Q: 3 clusters Score -1164593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1164594.875000 Penalty: 2981.006348
	Iteration 31Q: 3 clusters Score -1164595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1164599.125000 Penalty: 2981.006348
	Iteration 32Q: 3 clusters Score -1164599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1164609.750000 Penalty: 2981.006348
	Iteration 33Q: 3 clusters Score -1164610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1164613.125000 Penalty: 2981.006348
	Iteration 34Q: 3 clusters Score -1164613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1164617.625000 Penalty: 2981.006348
	Iteration 35Q: 3 clusters Score -1164618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1164623.750000 Penalty: 2981.006348
	Iteration 36Q: 3 clusters Score -1164624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1164628.875000 Penalty: 2981.006348
	Iteration 37Q: 3 clusters Score -1164629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1164632.125000 Penalty: 2981.006348
	Iteration 38Q: 3 clusters Score -1164632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1164633.000000 Penalty: 2981.006348
	Iteration 39Q: 3 clusters Score -1164633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1164635.125000 Penalty: 2981.006348
	Iteration 40F: 3 clusters Score -1164635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1164635.000000 Penalty: 2981.006348
	Iteration 41Q: 3 clusters Score -1164635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1164635.375000 Penalty: 2981.006348
	Iteration 42Q: 3 clusters Score -1164635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1164635.375000 Penalty: 2981.006348
	Iteration 43F: 3 clusters Score -1164635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Entering Unmasked Estep 
Score: -3766922.000000 Penalty: 1670.851562
	Iteration 0F: 2 clusters Score -3766922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -3747190.500000 Penalty: 3341.703125
	Iteration 0F: 3 clusters Score -3747190 nChanged 13332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -3754651.250000 Penalty: 3341.703125
	Iteration 1F: 3 clusters Score -3754651 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3755123.500000 Penalty: 3341.703125
	Iteration 2Q: 3 clusters Score -3755124 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3755537.750000 Penalty: 3341.703125
	Iteration 3Q: 3 clusters Score -3755538 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3756077.750000 Penalty: 3341.703125
	Iteration 4Q: 3 clusters Score -3756078 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -3756671.250000 Penalty: 3341.703125
	Iteration 5Q: 3 clusters Score -3756671 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3757232.500000 Penalty: 3341.703125
	Iteration 6Q: 3 clusters Score -3757232 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3757813.750000 Penalty: 3341.703125
	Iteration 7Q: 3 clusters Score -3757814 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3758423.750000 Penalty: 3341.703125
	Iteration 8Q: 3 clusters Score -3758424 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3759088.000000 Penalty: 3341.703125
	Iteration 9Q: 3 clusters Score -3759088 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3759792.250000 Penalty: 3341.703125
	Iteration 10Q: 3 clusters Score -3759792 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3760463.250000 Penalty: 3341.703125
	Iteration 11Q: 3 clusters Score -3760463 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -3761048.500000 Penalty: 3341.703125
	Iteration 12Q: 3 clusters Score -3761048 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3761519.750000 Penalty: 3341.703125
	Iteration 13Q: 3 clusters Score -3761520 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3761945.750000 Penalty: 3341.703125
	Iteration 14Q: 3 clusters Score -3761946 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3762326.750000 Penalty: 3341.703125
	Iteration 15Q: 3 clusters Score -3762327 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -3762676.250000 Penalty: 3341.703125
	Iteration 16Q: 3 clusters Score -3762676 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -3762980.750000 Penalty: 3341.703125
	Iteration 17Q: 3 clusters Score -3762981 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3763301.000000 Penalty: 3341.703125
	Iteration 18Q: 3 clusters Score -3763301 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -3763622.250000 Penalty: 3341.703125
	Iteration 19Q: 3 clusters Score -3763622 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -3763901.750000 Penalty: 3341.703125
	Iteration 20F: 3 clusters Score -3763902 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3764160.000000 Penalty: 3341.703125
	Iteration 21Q: 3 clusters Score -3764160 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -3764385.500000 Penalty: 3341.703125
	Iteration 22Q: 3 clusters Score -3764386 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3764614.250000 Penalty: 3341.703125
	Iteration 23Q: 3 clusters Score -3764614 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3764777.000000 Penalty: 3341.703125
	Iteration 24Q: 3 clusters Score -3764777 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3764929.500000 Penalty: 3341.703125
	Iteration 25Q: 3 clusters Score -3764930 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3765090.250000 Penalty: 3341.703125
	Iteration 26Q: 3 clusters Score -3765090 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -3765216.250000 Penalty: 3341.703125
	Iteration 27Q: 3 clusters Score -3765216 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -3765339.500000 Penalty: 3341.703125
	Iteration 28Q: 3 clusters Score -3765340 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3765427.250000 Penalty: 3341.703125
	Iteration 29Q: 3 clusters Score -3765427 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3765520.000000 Penalty: 3341.703125
	Iteration 30Q: 3 clusters Score -3765520 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3765586.000000 Penalty: 3341.703125
	Iteration 31Q: 3 clusters Score -3765586 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3765645.250000 Penalty: 3341.703125
	Iteration 32Q: 3 clusters Score -3765645 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3765691.250000 Penalty: 3341.703125
	Iteration 33Q: 3 clusters Score -3765691 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -3765728.750000 Penalty: 3341.703125
	Iteration 34Q: 3 clusters Score -3765729 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3765753.000000 Penalty: 3341.703125
	Iteration 35Q: 3 clusters Score -3765753 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -3765787.750000 Penalty: 3341.703125
	Iteration 36Q: 3 clusters Score -3765788 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3765819.750000 Penalty: 3341.703125
	Iteration 37Q: 3 clusters Score -3765820 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -3765849.000000 Penalty: 3341.703125
	Iteration 38Q: 3 clusters Score -3765849 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3765862.250000 Penalty: 3341.703125
	Iteration 39Q: 3 clusters Score -3765862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -3765883.000000 Penalty: 3341.703125
	Iteration 40F: 3 clusters Score -3765883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3765894.750000 Penalty: 3341.703125
	Iteration 41Q: 3 clusters Score -3765895 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -3765913.750000 Penalty: 3341.703125
	Iteration 42Q: 3 clusters Score -3765914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3765926.750000 Penalty: 3341.703125
	Iteration 43Q: 3 clusters Score -3765927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3765943.000000 Penalty: 3341.703125
	Iteration 44Q: 3 clusters Score -3765943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3765948.500000 Penalty: 3341.703125
	Iteration 45Q: 3 clusters Score -3765948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -3765943.000000 Penalty: 3341.703125
	Iteration 46Q: 3 clusters Score -3765943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -3765939.750000 Penalty: 3341.703125
	Iteration 47Q: 3 clusters Score -3765940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -3765949.500000 Penalty: 3341.703125
	Iteration 48Q: 3 clusters Score -3765950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3765948.750000 Penalty: 3341.703125
	Iteration 49Q: 3 clusters Score -3765949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -3765949.250000 Penalty: 3341.703125
	Iteration 50Q: 3 clusters Score -3765949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3765947.500000 Penalty: 3341.703125
	Iteration 51Q: 3 clusters Score -3765948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3765953.500000 Penalty: 3341.703125
	Iteration 52Q: 3 clusters Score -3765954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -3765957.750000 Penalty: 3341.703125
	Iteration 53Q: 3 clusters Score -3765958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -3765959.250000 Penalty: 3341.703125
	Iteration 54Q: 3 clusters Score -3765959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -3765962.250000 Penalty: 3341.703125
	Iteration 55Q: 3 clusters Score -3765962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -3765957.000000 Penalty: 3341.703125
	Iteration 56Q: 3 clusters Score -3765957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3765954.000000 Penalty: 3341.703125
	Iteration 57Q: 3 clusters Score -3765954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -3765957.000000 Penalty: 3341.703125
	Iteration 58Q: 3 clusters Score -3765957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -3765957.750000 Penalty: 3341.703125
	Iteration 59Q: 3 clusters Score -3765958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -3765956.750000 Penalty: 3341.703125
	Iteration 60F: 3 clusters Score -3765957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Entering Unmasked Estep 
Score: -1761439.000000 Penalty: 1551.078125
	Iteration 0F: 2 clusters Score -1761439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1751664.125000 Penalty: 3102.156250
	Iteration 0F: 3 clusters Score -1751664 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1755307.750000 Penalty: 3102.156250
	Iteration 1F: 3 clusters Score -1755308 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1756422.375000 Penalty: 3102.156250
	Iteration 2F: 3 clusters Score -1756422 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1758346.875000 Penalty: 3102.156250
	Iteration 3F: 3 clusters Score -1758347 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1760623.500000 Penalty: 3102.156250
	Iteration 4F: 3 clusters Score -1760624 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1762038.875000 Penalty: 3102.156250
	Iteration 5F: 3 clusters Score -1762039 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1762579.250000 Penalty: 3102.156250
	Iteration 6F: 3 clusters Score -1762579 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1762757.125000 Penalty: 3102.156250
	Iteration 7Q: 3 clusters Score -1762757 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1762827.875000 Penalty: 3102.156250
	Iteration 8Q: 3 clusters Score -1762828 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1762853.625000 Penalty: 3102.156250
	Iteration 9Q: 3 clusters Score -1762854 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1762880.500000 Penalty: 3102.156250
	Iteration 10Q: 3 clusters Score -1762880 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1762885.500000 Penalty: 3102.156250
	Iteration 11Q: 3 clusters Score -1762886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1762896.750000 Penalty: 3102.156250
	Iteration 12Q: 3 clusters Score -1762897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1762895.875000 Penalty: 3102.156250
	Iteration 13Q: 3 clusters Score -1762896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1762896.125000 Penalty: 3102.156250
	Iteration 14Q: 3 clusters Score -1762896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1762900.250000 Penalty: 3102.156250
	Iteration 15Q: 3 clusters Score -1762900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1762902.625000 Penalty: 3102.156250
	Iteration 16Q: 3 clusters Score -1762903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1762904.625000 Penalty: 3102.156250
	Iteration 17Q: 3 clusters Score -1762905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1762901.625000 Penalty: 3102.156250
	Iteration 18Q: 3 clusters Score -1762902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1762899.250000 Penalty: 3102.156250
	Iteration 19Q: 3 clusters Score -1762899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1762904.500000 Penalty: 3102.156250
	Iteration 20F: 3 clusters Score -1762904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1762903.625000 Penalty: 3102.156250
	Iteration 21Q: 3 clusters Score -1762904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1762905.875000 Penalty: 3102.156250
	Iteration 22Q: 3 clusters Score -1762906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1762907.875000 Penalty: 3102.156250
	Iteration 23Q: 3 clusters Score -1762908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1762905.000000 Penalty: 3102.156250
	Iteration 24Q: 3 clusters Score -1762905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1762906.125000 Penalty: 3102.156250
	Iteration 25Q: 3 clusters Score -1762906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1762904.875000 Penalty: 3102.156250
	Iteration 26Q: 3 clusters Score -1762905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1762905.250000 Penalty: 3102.156250
	Iteration 27Q: 3 clusters Score -1762905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1762906.375000 Penalty: 3102.156250
	Iteration 28Q: 3 clusters Score -1762906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1762906.375000 Penalty: 3102.156250
	Iteration 29F: 3 clusters Score -1762906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 15726 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 27500 members 
Mstep: Class 7 contains 110630 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 18765 members 
Mstep: Class 10 contains 55109 members 
Mstep: Class 11 contains 142674 members 
Mstep: Class 12 contains 34921 members 
Mstep: Class 13 contains 2827 members 
Mstep: Class 14 contains 5781 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 29207 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 7770 members 
Mstep: Class 19 contains 15513 members 
Mstep: Class 20 contains 129731 members 
Mstep: Class 21 contains 6458 members 
Mstep: Class 22 contains 76694 members 
Mstep: Class 23 contains 9853 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2418 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 22887 members 
Mstep: Class 28 contains 7171 members 
Mstep: Class 29 contains 99370 members 
Mstep: Class 30 contains 6386 members 
Mstep: Class 31 contains 10865 members 
Entering Unmasked Estep 
Score: -108917776.000000 Penalty: 68979.507812
Splitting cluster 17 changes total score from -108916896.000000 to -108917776.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (7770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Entering Unmasked Estep 
Score: -982589.562500 Penalty: 1455.679077
	Iteration 0F: 2 clusters Score -982589.6 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 3897 members 
Entering Unmasked Estep 
Score: -976835.250000 Penalty: 2911.358154
	Iteration 0F: 3 clusters Score -976835.2 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -978836.187500 Penalty: 2911.358154
	Iteration 1F: 3 clusters Score -978836.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -979317.062500 Penalty: 2911.358154
	Iteration 2F: 3 clusters Score -979317.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -979798.125000 Penalty: 2911.358154
	Iteration 3F: 3 clusters Score -979798.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -980264.312500 Penalty: 2911.358154
	Iteration 4F: 3 clusters Score -980264.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -980753.562500 Penalty: 2911.358154
	Iteration 5F: 3 clusters Score -980753.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -981194.250000 Penalty: 2911.358154
	Iteration 6F: 3 clusters Score -981194.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -981495.000000 Penalty: 2911.358154
	Iteration 7F: 3 clusters Score -981495 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -981654.500000 Penalty: 2911.358154
	Iteration 8Q: 3 clusters Score -981654.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -981727.875000 Penalty: 2911.358154
	Iteration 9Q: 3 clusters Score -981727.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -981762.500000 Penalty: 2911.358154
	Iteration 10Q: 3 clusters Score -981762.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -981784.312500 Penalty: 2911.358154
	Iteration 11Q: 3 clusters Score -981784.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -981802.375000 Penalty: 2911.358154
	Iteration 12Q: 3 clusters Score -981802.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -981818.187500 Penalty: 2911.358154
	Iteration 13Q: 3 clusters Score -981818.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -981827.687500 Penalty: 2911.358154
	Iteration 14Q: 3 clusters Score -981827.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -981833.562500 Penalty: 2911.358154
	Iteration 15Q: 3 clusters Score -981833.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -981843.750000 Penalty: 2911.358154
	Iteration 16Q: 3 clusters Score -981843.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -981854.062500 Penalty: 2911.358154
	Iteration 17Q: 3 clusters Score -981854.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -981864.562500 Penalty: 2911.358154
	Iteration 18Q: 3 clusters Score -981864.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -981878.187500 Penalty: 2911.358154
	Iteration 19Q: 3 clusters Score -981878.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -981891.437500 Penalty: 2911.358154
	Iteration 20F: 3 clusters Score -981891.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -981901.000000 Penalty: 2911.358154
	Iteration 21Q: 3 clusters Score -981901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -981910.000000 Penalty: 2911.358154
	Iteration 22Q: 3 clusters Score -981910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -981919.750000 Penalty: 2911.358154
	Iteration 23Q: 3 clusters Score -981919.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -981930.312500 Penalty: 2911.358154
	Iteration 24Q: 3 clusters Score -981930.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -981942.000000 Penalty: 2911.358154
	Iteration 25Q: 3 clusters Score -981942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -981949.062500 Penalty: 2911.358154
	Iteration 26Q: 3 clusters Score -981949.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -981952.187500 Penalty: 2911.358154
	Iteration 27Q: 3 clusters Score -981952.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -981961.687500 Penalty: 2911.358154
	Iteration 28Q: 3 clusters Score -981961.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -981967.625000 Penalty: 2911.358154
	Iteration 29Q: 3 clusters Score -981967.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -981972.687500 Penalty: 2911.358154
	Iteration 30Q: 3 clusters Score -981972.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -981979.125000 Penalty: 2911.358154
	Iteration 31Q: 3 clusters Score -981979.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -981985.312500 Penalty: 2911.358154
	Iteration 32Q: 3 clusters Score -981985.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -981992.187500 Penalty: 2911.358154
	Iteration 33Q: 3 clusters Score -981992.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -981995.875000 Penalty: 2911.358154
	Iteration 34Q: 3 clusters Score -981995.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -982002.937500 Penalty: 2911.358154
	Iteration 35Q: 3 clusters Score -982002.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -982004.250000 Penalty: 2911.358154
	Iteration 36Q: 3 clusters Score -982004.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -982006.812500 Penalty: 2911.358154
	Iteration 37Q: 3 clusters Score -982006.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -982012.187500 Penalty: 2911.358154
	Iteration 38Q: 3 clusters Score -982012.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -982014.812500 Penalty: 2911.358154
	Iteration 39Q: 3 clusters Score -982014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -982015.437500 Penalty: 2911.358154
	Iteration 40F: 3 clusters Score -982015.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -982015.437500 Penalty: 2911.358154
	Iteration 41Q: 3 clusters Score -982015.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -982017.437500 Penalty: 2911.358154
	Iteration 42Q: 3 clusters Score -982017.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -982021.500000 Penalty: 2911.358154
	Iteration 43Q: 3 clusters Score -982021.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -982023.125000 Penalty: 2911.358154
	Iteration 44Q: 3 clusters Score -982023.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -982022.937500 Penalty: 2911.358154
	Iteration 45Q: 3 clusters Score -982022.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -982022.250000 Penalty: 2911.358154
	Iteration 46Q: 3 clusters Score -982022.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -982023.937500 Penalty: 2911.358154
	Iteration 47Q: 3 clusters Score -982023.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -982023.687500 Penalty: 2911.358154
	Iteration 48Q: 3 clusters Score -982023.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -982025.062500 Penalty: 2911.358154
	Iteration 49Q: 3 clusters Score -982025.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -982030.750000 Penalty: 2911.358154
	Iteration 50Q: 3 clusters Score -982030.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -982036.250000 Penalty: 2911.358154
	Iteration 51Q: 3 clusters Score -982036.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -982040.625000 Penalty: 2911.358154
	Iteration 52Q: 3 clusters Score -982040.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -982048.187500 Penalty: 2911.358154
	Iteration 53Q: 3 clusters Score -982048.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -982048.562500 Penalty: 2911.358154
	Iteration 54Q: 3 clusters Score -982048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -982049.625000 Penalty: 2911.358154
	Iteration 55Q: 3 clusters Score -982049.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -982050.500000 Penalty: 2911.358154
	Iteration 56Q: 3 clusters Score -982050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -982050.000000 Penalty: 2911.358154
	Iteration 57Q: 3 clusters Score -982050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -982050.000000 Penalty: 2911.358154
	Iteration 58F: 3 clusters Score -982050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Entering Unmasked Estep 
Score: -1950019.750000 Penalty: 1568.033081
	Iteration 0F: 2 clusters Score -1950020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1939323.125000 Penalty: 3136.066162
	Iteration 0F: 3 clusters Score -1939323 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1943278.000000 Penalty: 3136.066162
	Iteration 1F: 3 clusters Score -1943278 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1943848.625000 Penalty: 3136.066162
	Iteration 2F: 3 clusters Score -1943849 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1944489.750000 Penalty: 3136.066162
	Iteration 3F: 3 clusters Score -1944490 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1945163.250000 Penalty: 3136.066162
	Iteration 4F: 3 clusters Score -1945163 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1945851.125000 Penalty: 3136.066162
	Iteration 5F: 3 clusters Score -1945851 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1946445.000000 Penalty: 3136.066162
	Iteration 6F: 3 clusters Score -1946445 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1947038.250000 Penalty: 3136.066162
	Iteration 7F: 3 clusters Score -1947038 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1947575.750000 Penalty: 3136.066162
	Iteration 8Q: 3 clusters Score -1947576 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1947982.625000 Penalty: 3136.066162
	Iteration 9Q: 3 clusters Score -1947983 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1948261.000000 Penalty: 3136.066162
	Iteration 10Q: 3 clusters Score -1948261 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1948459.375000 Penalty: 3136.066162
	Iteration 11Q: 3 clusters Score -1948459 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1948595.125000 Penalty: 3136.066162
	Iteration 12Q: 3 clusters Score -1948595 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1948709.500000 Penalty: 3136.066162
	Iteration 13Q: 3 clusters Score -1948710 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1948779.625000 Penalty: 3136.066162
	Iteration 14Q: 3 clusters Score -1948780 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1948810.250000 Penalty: 3136.066162
	Iteration 15Q: 3 clusters Score -1948810 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1948859.625000 Penalty: 3136.066162
	Iteration 16Q: 3 clusters Score -1948860 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1948896.625000 Penalty: 3136.066162
	Iteration 17Q: 3 clusters Score -1948897 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1948929.875000 Penalty: 3136.066162
	Iteration 18Q: 3 clusters Score -1948930 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1948952.375000 Penalty: 3136.066162
	Iteration 19Q: 3 clusters Score -1948952 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1948966.375000 Penalty: 3136.066162
	Iteration 20F: 3 clusters Score -1948966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1948978.500000 Penalty: 3136.066162
	Iteration 21Q: 3 clusters Score -1948978 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1948993.250000 Penalty: 3136.066162
	Iteration 22Q: 3 clusters Score -1948993 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1949003.375000 Penalty: 3136.066162
	Iteration 23Q: 3 clusters Score -1949003 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1949020.750000 Penalty: 3136.066162
	Iteration 24Q: 3 clusters Score -1949021 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1949033.500000 Penalty: 3136.066162
	Iteration 25Q: 3 clusters Score -1949034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1949042.500000 Penalty: 3136.066162
	Iteration 26Q: 3 clusters Score -1949042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1949040.125000 Penalty: 3136.066162
	Iteration 27Q: 3 clusters Score -1949040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1949052.625000 Penalty: 3136.066162
	Iteration 28Q: 3 clusters Score -1949053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1949059.750000 Penalty: 3136.066162
	Iteration 29Q: 3 clusters Score -1949060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1949070.125000 Penalty: 3136.066162
	Iteration 30Q: 3 clusters Score -1949070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1949075.750000 Penalty: 3136.066162
	Iteration 31Q: 3 clusters Score -1949076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1949078.750000 Penalty: 3136.066162
	Iteration 32Q: 3 clusters Score -1949079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1949081.375000 Penalty: 3136.066162
	Iteration 33Q: 3 clusters Score -1949081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1949086.000000 Penalty: 3136.066162
	Iteration 34Q: 3 clusters Score -1949086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1949093.625000 Penalty: 3136.066162
	Iteration 35Q: 3 clusters Score -1949094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1949093.750000 Penalty: 3136.066162
	Iteration 36Q: 3 clusters Score -1949094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1949091.250000 Penalty: 3136.066162
	Iteration 37Q: 3 clusters Score -1949091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1949094.250000 Penalty: 3136.066162
	Iteration 38Q: 3 clusters Score -1949094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1949098.625000 Penalty: 3136.066162
	Iteration 39Q: 3 clusters Score -1949099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1949101.125000 Penalty: 3136.066162
	Iteration 40F: 3 clusters Score -1949101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1949105.000000 Penalty: 3136.066162
	Iteration 41Q: 3 clusters Score -1949105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1949110.750000 Penalty: 3136.066162
	Iteration 42Q: 3 clusters Score -1949111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1949107.875000 Penalty: 3136.066162
	Iteration 43Q: 3 clusters Score -1949108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1949107.500000 Penalty: 3136.066162
	Iteration 44Q: 3 clusters Score -1949108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1949107.125000 Penalty: 3136.066162
	Iteration 45Q: 3 clusters Score -1949107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1949110.750000 Penalty: 3136.066162
	Iteration 46Q: 3 clusters Score -1949111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1949110.875000 Penalty: 3136.066162
	Iteration 47Q: 3 clusters Score -1949111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1949108.375000 Penalty: 3136.066162
	Iteration 48Q: 3 clusters Score -1949108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1949109.500000 Penalty: 3136.066162
	Iteration 49Q: 3 clusters Score -1949110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1949107.250000 Penalty: 3136.066162
	Iteration 50Q: 3 clusters Score -1949107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1949110.500000 Penalty: 3136.066162
	Iteration 51Q: 3 clusters Score -1949110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1949111.750000 Penalty: 3136.066162
	Iteration 52Q: 3 clusters Score -1949112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1949111.625000 Penalty: 3136.066162
	Iteration 53Q: 3 clusters Score -1949112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1949111.625000 Penalty: 3136.066162
	Iteration 54F: 3 clusters Score -1949112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (129731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129731 members 
Entering Unmasked Estep 
Score: -16599679.000000 Penalty: 1913.147949
	Iteration 0F: 2 clusters Score -1.659968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -16518346.000000 Penalty: 3826.295898
	Iteration 0F: 3 clusters Score -1.651835e+07 nChanged 62354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -16554495.000000 Penalty: 3826.295898
	Iteration 1F: 3 clusters Score -1.65545e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -16555311.000000 Penalty: 3826.295898
	Iteration 2Q: 3 clusters Score -1.655531e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -16556016.000000 Penalty: 3826.295898
	Iteration 3Q: 3 clusters Score -1.655602e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 68369 members 
Entering Unmasked Estep 
Score: -16557008.000000 Penalty: 3826.295898
	Iteration 4Q: 3 clusters Score -1.655701e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 70439 members 
Entering Unmasked Estep 
Score: -16558377.000000 Penalty: 3826.295898
	Iteration 5Q: 3 clusters Score -1.655838e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 73473 members 
Entering Unmasked Estep 
Score: -16560205.000000 Penalty: 3826.295898
	Iteration 6Q: 3 clusters Score -1.65602e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -16562583.000000 Penalty: 3826.295898
	Iteration 7Q: 3 clusters Score -1.656258e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 83866 members 
Entering Unmasked Estep 
Score: -16566305.000000 Penalty: 3826.295898
	Iteration 8F: 3 clusters Score -1.65663e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 91698 members 
Entering Unmasked Estep 
Score: -16571660.000000 Penalty: 3826.295898
	Iteration 9F: 3 clusters Score -1.657166e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 100673 members 
Entering Unmasked Estep 
Score: -16578149.000000 Penalty: 3826.295898
	Iteration 10F: 3 clusters Score -1.657815e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 109529 members 
Entering Unmasked Estep 
Score: -16585103.000000 Penalty: 3826.295898
	Iteration 11F: 3 clusters Score -1.65851e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 116549 members 
Entering Unmasked Estep 
Score: -16592529.000000 Penalty: 3826.295898
	Iteration 12F: 3 clusters Score -1.659253e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 122032 members 
Entering Unmasked Estep 
Score: -16596242.000000 Penalty: 3826.295898
	Iteration 13Q: 3 clusters Score -1.659624e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 125424 members 
Entering Unmasked Estep 
Score: -16597741.000000 Penalty: 3826.295898
	Iteration 14Q: 3 clusters Score -1.659774e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 127274 members 
Entering Unmasked Estep 
Score: -16598133.000000 Penalty: 3826.295898
	Iteration 15Q: 3 clusters Score -1.659813e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 128158 members 
Entering Unmasked Estep 
Score: -16598343.000000 Penalty: 3826.295898
	Iteration 16Q: 3 clusters Score -1.659834e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 128554 members 
Entering Unmasked Estep 
Score: -16598426.000000 Penalty: 3826.295898
	Iteration 17Q: 3 clusters Score -1.659843e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 128746 members 
Entering Unmasked Estep 
Score: -16598503.000000 Penalty: 3826.295898
	Iteration 18Q: 3 clusters Score -1.65985e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 128847 members 
Entering Unmasked Estep 
Score: -16598572.000000 Penalty: 3826.295898
	Iteration 19Q: 3 clusters Score -1.659857e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 128915 members 
Entering Unmasked Estep 
Score: -16598591.000000 Penalty: 3826.295898
	Iteration 20F: 3 clusters Score -1.659859e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 128964 members 
Entering Unmasked Estep 
Score: -16598600.000000 Penalty: 3826.295898
	Iteration 21Q: 3 clusters Score -1.65986e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 128985 members 
Entering Unmasked Estep 
Score: -16598620.000000 Penalty: 3826.295898
	Iteration 22Q: 3 clusters Score -1.659862e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 129002 members 
Entering Unmasked Estep 
Score: -16598637.000000 Penalty: 3826.295898
	Iteration 23Q: 3 clusters Score -1.659864e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 129011 members 
Entering Unmasked Estep 
Score: -16598657.000000 Penalty: 3826.295898
	Iteration 24Q: 3 clusters Score -1.659866e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 129019 members 
Entering Unmasked Estep 
Score: -16598646.000000 Penalty: 3826.295898
	Iteration 25Q: 3 clusters Score -1.659865e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 129026 members 
Entering Unmasked Estep 
Score: -16598653.000000 Penalty: 3826.295898
	Iteration 26Q: 3 clusters Score -1.659865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 129028 members 
Entering Unmasked Estep 
Score: -16598674.000000 Penalty: 3826.295898
	Iteration 27Q: 3 clusters Score -1.659867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 129028 members 
Entering Unmasked Estep 
Score: -16598692.000000 Penalty: 3826.295898
	Iteration 28Q: 3 clusters Score -1.659869e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 129024 members 
Entering Unmasked Estep 
Score: -16598701.000000 Penalty: 3826.295898
	Iteration 29Q: 3 clusters Score -1.65987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 129021 members 
Entering Unmasked Estep 
Score: -16598725.000000 Penalty: 3826.295898
	Iteration 30Q: 3 clusters Score -1.659872e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 129017 members 
Entering Unmasked Estep 
Score: -16598749.000000 Penalty: 3826.295898
	Iteration 31Q: 3 clusters Score -1.659875e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 129015 members 
Entering Unmasked Estep 
Score: -16598755.000000 Penalty: 3826.295898
	Iteration 32Q: 3 clusters Score -1.659876e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 129008 members 
Entering Unmasked Estep 
Score: -16598763.000000 Penalty: 3826.295898
	Iteration 33Q: 3 clusters Score -1.659876e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 129003 members 
Entering Unmasked Estep 
Score: -16598794.000000 Penalty: 3826.295898
	Iteration 34Q: 3 clusters Score -1.659879e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 128998 members 
Entering Unmasked Estep 
Score: -16598788.000000 Penalty: 3826.295898
	Iteration 35Q: 3 clusters Score -1.659879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 129001 members 
Entering Unmasked Estep 
Score: -16598793.000000 Penalty: 3826.295898
	Iteration 36Q: 3 clusters Score -1.659879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 128992 members 
Entering Unmasked Estep 
Score: -16598815.000000 Penalty: 3826.295898
	Iteration 37Q: 3 clusters Score -1.659882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 128985 members 
Entering Unmasked Estep 
Score: -16598826.000000 Penalty: 3826.295898
	Iteration 38Q: 3 clusters Score -1.659883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 128979 members 
Entering Unmasked Estep 
Score: -16598823.000000 Penalty: 3826.295898
	Iteration 39Q: 3 clusters Score -1.659882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 128979 members 
Entering Unmasked Estep 
Score: -16598836.000000 Penalty: 3826.295898
	Iteration 40F: 3 clusters Score -1.659884e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 128973 members 
Entering Unmasked Estep 
Score: -16598844.000000 Penalty: 3826.295898
	Iteration 41Q: 3 clusters Score -1.659884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 128971 members 
Entering Unmasked Estep 
Score: -16598835.000000 Penalty: 3826.295898
	Iteration 42Q: 3 clusters Score -1.659884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 128969 members 
Entering Unmasked Estep 
Score: -16598841.000000 Penalty: 3826.295898
	Iteration 43Q: 3 clusters Score -1.659884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 128964 members 
Entering Unmasked Estep 
Score: -16598848.000000 Penalty: 3826.295898
	Iteration 44Q: 3 clusters Score -1.659885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 128963 members 
Entering Unmasked Estep 
Score: -16598851.000000 Penalty: 3826.295898
	Iteration 45Q: 3 clusters Score -1.659885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 128961 members 
Entering Unmasked Estep 
Score: -16598858.000000 Penalty: 3826.295898
	Iteration 46Q: 3 clusters Score -1.659886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 128958 members 
Entering Unmasked Estep 
Score: -16598851.000000 Penalty: 3826.295898
	Iteration 47Q: 3 clusters Score -1.659885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 128956 members 
Entering Unmasked Estep 
Score: -16598859.000000 Penalty: 3826.295898
	Iteration 48Q: 3 clusters Score -1.659886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 128955 members 
Entering Unmasked Estep 
Score: -16598863.000000 Penalty: 3826.295898
	Iteration 49Q: 3 clusters Score -1.659886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 128953 members 
Entering Unmasked Estep 
Score: -16598856.000000 Penalty: 3826.295898
	Iteration 50Q: 3 clusters Score -1.659886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 128950 members 
Entering Unmasked Estep 
Score: -16598857.000000 Penalty: 3826.295898
	Iteration 51Q: 3 clusters Score -1.659886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 128952 members 
Entering Unmasked Estep 
Score: -16598876.000000 Penalty: 3826.295898
	Iteration 52Q: 3 clusters Score -1.659888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 128950 members 
Entering Unmasked Estep 
Score: -16598862.000000 Penalty: 3826.295898
	Iteration 53Q: 3 clusters Score -1.659886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 128946 members 
Entering Unmasked Estep 
Score: -16598869.000000 Penalty: 3826.295898
	Iteration 54Q: 3 clusters Score -1.659887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 128940 members 
Entering Unmasked Estep 
Score: -16598868.000000 Penalty: 3826.295898
	Iteration 55Q: 3 clusters Score -1.659887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 128939 members 
Entering Unmasked Estep 
Score: -16598880.000000 Penalty: 3826.295898
	Iteration 56Q: 3 clusters Score -1.659888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 128937 members 
Entering Unmasked Estep 
Score: -16598875.000000 Penalty: 3826.295898
	Iteration 57Q: 3 clusters Score -1.659888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 128936 members 
Entering Unmasked Estep 
Score: -16598878.000000 Penalty: 3826.295898
	Iteration 58Q: 3 clusters Score -1.659888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 128936 members 
Entering Unmasked Estep 
Score: -16598871.000000 Penalty: 3826.295898
	Iteration 59Q: 3 clusters Score -1.659887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 128938 members 
Entering Unmasked Estep 
Score: -16598875.000000 Penalty: 3826.295898
	Iteration 60F: 3 clusters Score -1.659888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 128938 members 
Entering Unmasked Estep 
Score: -16598877.000000 Penalty: 3826.295898
	Iteration 61Q: 3 clusters Score -1.659888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 128939 members 
Entering Unmasked Estep 
Score: -16598874.000000 Penalty: 3826.295898
	Iteration 62Q: 3 clusters Score -1.659887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 128938 members 
Entering Unmasked Estep 
Score: -16598871.000000 Penalty: 3826.295898
	Iteration 63Q: 3 clusters Score -1.659887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 128939 members 
Entering Unmasked Estep 
Score: -16598881.000000 Penalty: 3826.295898
	Iteration 64Q: 3 clusters Score -1.659888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 128940 members 
Entering Unmasked Estep 
Score: -16598877.000000 Penalty: 3826.295898
	Iteration 65Q: 3 clusters Score -1.659888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 128941 members 
Entering Unmasked Estep 
Score: -16598877.000000 Penalty: 3826.295898
	Iteration 66Q: 3 clusters Score -1.659888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 128940 members 
Entering Unmasked Estep 
Score: -16598881.000000 Penalty: 3826.295898
	Iteration 67Q: 3 clusters Score -1.659888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 128940 members 
Entering Unmasked Estep 
Score: -16598881.000000 Penalty: 3826.295898
	Iteration 68F: 3 clusters Score -1.659888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Entering Unmasked Estep 
Score: -744327.000000 Penalty: 1425.624756
	Iteration 0F: 2 clusters Score -744327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -739477.937500 Penalty: 2851.249512
	Iteration 0F: 3 clusters Score -739477.9 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -741066.125000 Penalty: 2851.249512
	Iteration 1F: 3 clusters Score -741066.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -741375.687500 Penalty: 2851.249512
	Iteration 2F: 3 clusters Score -741375.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -741587.562500 Penalty: 2851.249512
	Iteration 3F: 3 clusters Score -741587.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -741744.937500 Penalty: 2851.249512
	Iteration 4F: 3 clusters Score -741744.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -741869.937500 Penalty: 2851.249512
	Iteration 5Q: 3 clusters Score -741869.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -741968.812500 Penalty: 2851.249512
	Iteration 6Q: 3 clusters Score -741968.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -742060.500000 Penalty: 2851.249512
	Iteration 7Q: 3 clusters Score -742060.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -742158.125000 Penalty: 2851.249512
	Iteration 8Q: 3 clusters Score -742158.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -742254.000000 Penalty: 2851.249512
	Iteration 9Q: 3 clusters Score -742254 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -742329.187500 Penalty: 2851.249512
	Iteration 10Q: 3 clusters Score -742329.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -742401.375000 Penalty: 2851.249512
	Iteration 11Q: 3 clusters Score -742401.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -742460.187500 Penalty: 2851.249512
	Iteration 12Q: 3 clusters Score -742460.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -742505.375000 Penalty: 2851.249512
	Iteration 13Q: 3 clusters Score -742505.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -742535.562500 Penalty: 2851.249512
	Iteration 14Q: 3 clusters Score -742535.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -742556.250000 Penalty: 2851.249512
	Iteration 15Q: 3 clusters Score -742556.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -742577.687500 Penalty: 2851.249512
	Iteration 16Q: 3 clusters Score -742577.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -742603.125000 Penalty: 2851.249512
	Iteration 17Q: 3 clusters Score -742603.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -742622.000000 Penalty: 2851.249512
	Iteration 18Q: 3 clusters Score -742622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -742640.687500 Penalty: 2851.249512
	Iteration 19Q: 3 clusters Score -742640.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -742651.437500 Penalty: 2851.249512
	Iteration 20F: 3 clusters Score -742651.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -742665.375000 Penalty: 2851.249512
	Iteration 21Q: 3 clusters Score -742665.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -742675.750000 Penalty: 2851.249512
	Iteration 22Q: 3 clusters Score -742675.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -742684.250000 Penalty: 2851.249512
	Iteration 23Q: 3 clusters Score -742684.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -742702.875000 Penalty: 2851.249512
	Iteration 24Q: 3 clusters Score -742702.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -742722.750000 Penalty: 2851.249512
	Iteration 25Q: 3 clusters Score -742722.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -742739.437500 Penalty: 2851.249512
	Iteration 26Q: 3 clusters Score -742739.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -742755.875000 Penalty: 2851.249512
	Iteration 27Q: 3 clusters Score -742755.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -742778.000000 Penalty: 2851.249512
	Iteration 28Q: 3 clusters Score -742778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -742808.937500 Penalty: 2851.249512
	Iteration 29Q: 3 clusters Score -742808.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -742850.812500 Penalty: 2851.249512
	Iteration 30Q: 3 clusters Score -742850.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -742904.062500 Penalty: 2851.249512
	Iteration 31Q: 3 clusters Score -742904.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -742953.562500 Penalty: 2851.249512
	Iteration 32Q: 3 clusters Score -742953.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -742985.000000 Penalty: 2851.249512
	Iteration 33Q: 3 clusters Score -742985 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -743020.687500 Penalty: 2851.249512
	Iteration 34Q: 3 clusters Score -743020.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -743053.625000 Penalty: 2851.249512
	Iteration 35Q: 3 clusters Score -743053.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -743080.625000 Penalty: 2851.249512
	Iteration 36Q: 3 clusters Score -743080.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -743114.375000 Penalty: 2851.249512
	Iteration 37Q: 3 clusters Score -743114.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -743152.312500 Penalty: 2851.249512
	Iteration 38Q: 3 clusters Score -743152.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -743179.812500 Penalty: 2851.249512
	Iteration 39Q: 3 clusters Score -743179.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -743201.750000 Penalty: 2851.249512
	Iteration 40F: 3 clusters Score -743201.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -743220.312500 Penalty: 2851.249512
	Iteration 41Q: 3 clusters Score -743220.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -743244.812500 Penalty: 2851.249512
	Iteration 42Q: 3 clusters Score -743244.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -743259.812500 Penalty: 2851.249512
	Iteration 43Q: 3 clusters Score -743259.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -743266.687500 Penalty: 2851.249512
	Iteration 44Q: 3 clusters Score -743266.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -743273.187500 Penalty: 2851.249512
	Iteration 45Q: 3 clusters Score -743273.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -743278.750000 Penalty: 2851.249512
	Iteration 46Q: 3 clusters Score -743278.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -743286.250000 Penalty: 2851.249512
	Iteration 47Q: 3 clusters Score -743286.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -743288.750000 Penalty: 2851.249512
	Iteration 48Q: 3 clusters Score -743288.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -743293.000000 Penalty: 2851.249512
	Iteration 49Q: 3 clusters Score -743293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -743293.250000 Penalty: 2851.249512
	Iteration 50Q: 3 clusters Score -743293.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -743295.187500 Penalty: 2851.249512
	Iteration 51Q: 3 clusters Score -743295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -743296.562500 Penalty: 2851.249512
	Iteration 52Q: 3 clusters Score -743296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -743297.125000 Penalty: 2851.249512
	Iteration 53Q: 3 clusters Score -743297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -743297.812500 Penalty: 2851.249512
	Iteration 54Q: 3 clusters Score -743297.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -743297.812500 Penalty: 2851.249512
	Iteration 55F: 3 clusters Score -743297.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Entering Unmasked Estep 
Score: -9654098.000000 Penalty: 1827.731567
	Iteration 0F: 2 clusters Score -9654098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -9603041.000000 Penalty: 3655.463135
	Iteration 0F: 3 clusters Score -9603041 nChanged 36541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -9624055.000000 Penalty: 3655.463135
	Iteration 1F: 3 clusters Score -9624055 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -9624842.000000 Penalty: 3655.463135
	Iteration 2Q: 3 clusters Score -9624842 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -9626068.000000 Penalty: 3655.463135
	Iteration 3Q: 3 clusters Score -9626068 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -9628190.000000 Penalty: 3655.463135
	Iteration 4F: 3 clusters Score -9628190 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -9631108.000000 Penalty: 3655.463135
	Iteration 5F: 3 clusters Score -9631108 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -9634982.000000 Penalty: 3655.463135
	Iteration 6F: 3 clusters Score -9634982 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -9639773.000000 Penalty: 3655.463135
	Iteration 7F: 3 clusters Score -9639773 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -9644338.000000 Penalty: 3655.463135
	Iteration 8F: 3 clusters Score -9644338 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65342 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -9647852.000000 Penalty: 3655.463135
	Iteration 9Q: 3 clusters Score -9647852 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -9650217.000000 Penalty: 3655.463135
	Iteration 10Q: 3 clusters Score -9650217 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -9651330.000000 Penalty: 3655.463135
	Iteration 11Q: 3 clusters Score -9651330 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -9651936.000000 Penalty: 3655.463135
	Iteration 12Q: 3 clusters Score -9651936 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -9652357.000000 Penalty: 3655.463135
	Iteration 13Q: 3 clusters Score -9652357 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -9652668.000000 Penalty: 3655.463135
	Iteration 14Q: 3 clusters Score -9652668 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71027 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -9652841.000000 Penalty: 3655.463135
	Iteration 15Q: 3 clusters Score -9652841 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71364 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -9652964.000000 Penalty: 3655.463135
	Iteration 16Q: 3 clusters Score -9652964 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71665 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -9653081.000000 Penalty: 3655.463135
	Iteration 17Q: 3 clusters Score -9653081 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -9653186.000000 Penalty: 3655.463135
	Iteration 18Q: 3 clusters Score -9653186 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72165 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -9653234.000000 Penalty: 3655.463135
	Iteration 19Q: 3 clusters Score -9653234 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -9653257.000000 Penalty: 3655.463135
	Iteration 20F: 3 clusters Score -9653257 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72523 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -9653288.000000 Penalty: 3655.463135
	Iteration 21Q: 3 clusters Score -9653288 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72656 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -9653323.000000 Penalty: 3655.463135
	Iteration 22Q: 3 clusters Score -9653323 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -9653327.000000 Penalty: 3655.463135
	Iteration 23Q: 3 clusters Score -9653327 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -9653341.000000 Penalty: 3655.463135
	Iteration 24Q: 3 clusters Score -9653341 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72921 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -9653358.000000 Penalty: 3655.463135
	Iteration 25Q: 3 clusters Score -9653358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -9653355.000000 Penalty: 3655.463135
	Iteration 26Q: 3 clusters Score -9653355 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -9653346.000000 Penalty: 3655.463135
	Iteration 27Q: 3 clusters Score -9653346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73113 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -9653360.000000 Penalty: 3655.463135
	Iteration 28Q: 3 clusters Score -9653360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -9653371.000000 Penalty: 3655.463135
	Iteration 29Q: 3 clusters Score -9653371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73211 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -9653387.000000 Penalty: 3655.463135
	Iteration 30Q: 3 clusters Score -9653387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73251 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -9653393.000000 Penalty: 3655.463135
	Iteration 31Q: 3 clusters Score -9653393 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -9653408.000000 Penalty: 3655.463135
	Iteration 32Q: 3 clusters Score -9653408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -9653411.000000 Penalty: 3655.463135
	Iteration 33Q: 3 clusters Score -9653411 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9653416.000000 Penalty: 3655.463135
	Iteration 34Q: 3 clusters Score -9653416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -9653427.000000 Penalty: 3655.463135
	Iteration 35Q: 3 clusters Score -9653427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73455 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -9653435.000000 Penalty: 3655.463135
	Iteration 36Q: 3 clusters Score -9653435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -9653431.000000 Penalty: 3655.463135
	Iteration 37Q: 3 clusters Score -9653431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -9653417.000000 Penalty: 3655.463135
	Iteration 38Q: 3 clusters Score -9653417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -9653429.000000 Penalty: 3655.463135
	Iteration 39Q: 3 clusters Score -9653429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -9653430.000000 Penalty: 3655.463135
	Iteration 40F: 3 clusters Score -9653430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -9653443.000000 Penalty: 3655.463135
	Iteration 41Q: 3 clusters Score -9653443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73593 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -9653447.000000 Penalty: 3655.463135
	Iteration 42Q: 3 clusters Score -9653447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73615 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -9653440.000000 Penalty: 3655.463135
	Iteration 43Q: 3 clusters Score -9653440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73635 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -9653456.000000 Penalty: 3655.463135
	Iteration 44Q: 3 clusters Score -9653456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73650 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -9653454.000000 Penalty: 3655.463135
	Iteration 45Q: 3 clusters Score -9653454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73663 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -9653445.000000 Penalty: 3655.463135
	Iteration 46Q: 3 clusters Score -9653445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -9653429.000000 Penalty: 3655.463135
	Iteration 47Q: 3 clusters Score -9653429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -9653429.000000 Penalty: 3655.463135
	Iteration 48Q: 3 clusters Score -9653429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73710 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -9653442.000000 Penalty: 3655.463135
	Iteration 49Q: 3 clusters Score -9653442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73720 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -9653443.000000 Penalty: 3655.463135
	Iteration 50Q: 3 clusters Score -9653443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -9653428.000000 Penalty: 3655.463135
	Iteration 51Q: 3 clusters Score -9653428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -9653437.000000 Penalty: 3655.463135
	Iteration 52Q: 3 clusters Score -9653437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73737 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -9653442.000000 Penalty: 3655.463135
	Iteration 53Q: 3 clusters Score -9653442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -9653442.000000 Penalty: 3655.463135
	Iteration 54Q: 3 clusters Score -9653442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -9653447.000000 Penalty: 3655.463135
	Iteration 55Q: 3 clusters Score -9653447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -9653444.000000 Penalty: 3655.463135
	Iteration 56Q: 3 clusters Score -9653444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -9653440.000000 Penalty: 3655.463135
	Iteration 57Q: 3 clusters Score -9653440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -9653447.000000 Penalty: 3655.463135
	Iteration 58Q: 3 clusters Score -9653447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73752 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -9653446.000000 Penalty: 3655.463135
	Iteration 59Q: 3 clusters Score -9653446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -9653447.000000 Penalty: 3655.463135
	Iteration 60F: 3 clusters Score -9653447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73756 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -9653451.000000 Penalty: 3655.463135
	Iteration 61Q: 3 clusters Score -9653451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73756 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -9653451.000000 Penalty: 3655.463135
	Iteration 62F: 3 clusters Score -9653451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Entering Unmasked Estep 
Score: -1183861.750000 Penalty: 1494.273804
	Iteration 0F: 2 clusters Score -1183862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1176783.125000 Penalty: 2988.547607
	Iteration 0F: 3 clusters Score -1176783 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1179374.000000 Penalty: 2988.547607
	Iteration 1F: 3 clusters Score -1179374 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1180117.500000 Penalty: 2988.547607
	Iteration 2F: 3 clusters Score -1180118 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1181095.875000 Penalty: 2988.547607
	Iteration 3F: 3 clusters Score -1181096 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1182069.500000 Penalty: 2988.547607
	Iteration 4F: 3 clusters Score -1182070 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1182699.125000 Penalty: 2988.547607
	Iteration 5F: 3 clusters Score -1182699 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1183017.250000 Penalty: 2988.547607
	Iteration 6F: 3 clusters Score -1183017 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1183174.000000 Penalty: 2988.547607
	Iteration 7Q: 3 clusters Score -1183174 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1183278.250000 Penalty: 2988.547607
	Iteration 8Q: 3 clusters Score -1183278 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1183366.000000 Penalty: 2988.547607
	Iteration 9Q: 3 clusters Score -1183366 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1183507.250000 Penalty: 2988.547607
	Iteration 10Q: 3 clusters Score -1183507 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1183718.625000 Penalty: 2988.547607
	Iteration 11Q: 3 clusters Score -1183719 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1183981.000000 Penalty: 2988.547607
	Iteration 12Q: 3 clusters Score -1183981 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1184165.250000 Penalty: 2988.547607
	Iteration 13Q: 3 clusters Score -1184165 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1184273.875000 Penalty: 2988.547607
	Iteration 14Q: 3 clusters Score -1184274 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1184326.250000 Penalty: 2988.547607
	Iteration 15Q: 3 clusters Score -1184326 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1184363.500000 Penalty: 2988.547607
	Iteration 16Q: 3 clusters Score -1184364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1184387.875000 Penalty: 2988.547607
	Iteration 17Q: 3 clusters Score -1184388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1184406.375000 Penalty: 2988.547607
	Iteration 18Q: 3 clusters Score -1184406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1184427.625000 Penalty: 2988.547607
	Iteration 19Q: 3 clusters Score -1184428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1184435.875000 Penalty: 2988.547607
	Iteration 20F: 3 clusters Score -1184436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1184442.375000 Penalty: 2988.547607
	Iteration 21Q: 3 clusters Score -1184442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1184445.375000 Penalty: 2988.547607
	Iteration 22Q: 3 clusters Score -1184445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1184450.250000 Penalty: 2988.547607
	Iteration 23Q: 3 clusters Score -1184450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1184453.500000 Penalty: 2988.547607
	Iteration 24Q: 3 clusters Score -1184454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1184451.875000 Penalty: 2988.547607
	Iteration 25Q: 3 clusters Score -1184452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1184455.500000 Penalty: 2988.547607
	Iteration 26Q: 3 clusters Score -1184456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1184458.000000 Penalty: 2988.547607
	Iteration 27Q: 3 clusters Score -1184458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1184458.625000 Penalty: 2988.547607
	Iteration 28Q: 3 clusters Score -1184459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1184460.000000 Penalty: 2988.547607
	Iteration 29Q: 3 clusters Score -1184460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1184466.375000 Penalty: 2988.547607
	Iteration 30Q: 3 clusters Score -1184466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1184469.250000 Penalty: 2988.547607
	Iteration 31Q: 3 clusters Score -1184469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1184471.875000 Penalty: 2988.547607
	Iteration 32Q: 3 clusters Score -1184472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1184481.625000 Penalty: 2988.547607
	Iteration 33Q: 3 clusters Score -1184482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1184485.250000 Penalty: 2988.547607
	Iteration 34Q: 3 clusters Score -1184485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1184489.750000 Penalty: 2988.547607
	Iteration 35Q: 3 clusters Score -1184490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1184494.625000 Penalty: 2988.547607
	Iteration 36Q: 3 clusters Score -1184495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1184496.000000 Penalty: 2988.547607
	Iteration 37Q: 3 clusters Score -1184496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1184498.875000 Penalty: 2988.547607
	Iteration 38Q: 3 clusters Score -1184499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1184500.250000 Penalty: 2988.547607
	Iteration 39Q: 3 clusters Score -1184500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1184501.000000 Penalty: 2988.547607
	Iteration 40F: 3 clusters Score -1184501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1184502.375000 Penalty: 2988.547607
	Iteration 41Q: 3 clusters Score -1184502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1184504.250000 Penalty: 2988.547607
	Iteration 42Q: 3 clusters Score -1184504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1184505.250000 Penalty: 2988.547607
	Iteration 43Q: 3 clusters Score -1184505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1184506.375000 Penalty: 2988.547607
	Iteration 44Q: 3 clusters Score -1184506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1184507.625000 Penalty: 2988.547607
	Iteration 45Q: 3 clusters Score -1184508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1184505.875000 Penalty: 2988.547607
	Iteration 46Q: 3 clusters Score -1184506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1184507.875000 Penalty: 2988.547607
	Iteration 47Q: 3 clusters Score -1184508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1184509.750000 Penalty: 2988.547607
	Iteration 48Q: 3 clusters Score -1184510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1184508.250000 Penalty: 2988.547607
	Iteration 49Q: 3 clusters Score -1184508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1184508.000000 Penalty: 2988.547607
	Iteration 50Q: 3 clusters Score -1184508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1184508.000000 Penalty: 2988.547607
	Iteration 51F: 3 clusters Score -1184508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 15726 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 27500 members 
Mstep: Class 7 contains 110630 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 18765 members 
Mstep: Class 10 contains 55109 members 
Mstep: Class 11 contains 142674 members 
Mstep: Class 12 contains 34921 members 
Mstep: Class 13 contains 2827 members 
Mstep: Class 14 contains 5781 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 29207 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 7770 members 
Mstep: Class 19 contains 15513 members 
Mstep: Class 20 contains 129731 members 
Mstep: Class 21 contains 6458 members 
Mstep: Class 22 contains 76694 members 
Mstep: Class 23 contains 2126 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2418 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 22887 members 
Mstep: Class 28 contains 7171 members 
Mstep: Class 29 contains 99370 members 
Mstep: Class 30 contains 6386 members 
Mstep: Class 31 contains 10865 members 
Mstep: Class 32 contains 7727 members 
Entering Unmasked Estep 
Score: -108917576.000000 Penalty: 71204.648438
Splitting cluster 23 changes total score from -108916896.000000 to -108917576.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 24 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -24496.347656 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -24496.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23725.251953 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -23725.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23808.462891 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -23808.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23844.294922 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -23844.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23900.701172 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -23900.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23910.566406 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -23910.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23923.980469 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -23923.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -23939.261719 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -23939.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -23958.832031 Penalty: 1770.189575
	Iteration 7Q: 3 clusters Score -23958.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -23963.611328 Penalty: 1770.189575
	Iteration 8Q: 3 clusters Score -23963.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -23967.298828 Penalty: 1770.189575
	Iteration 9Q: 3 clusters Score -23967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -23970.857422 Penalty: 1770.189575
	Iteration 10Q: 3 clusters Score -23970.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -23970.857422 Penalty: 1770.189575
	Iteration 11F: 3 clusters Score -23970.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Entering Unmasked Estep 
Score: -252637.640625 Penalty: 1265.988159
	Iteration 0F: 2 clusters Score -252637.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -250333.156250 Penalty: 2531.976318
	Iteration 0F: 3 clusters Score -250333.2 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -251296.296875 Penalty: 2531.976318
	Iteration 1F: 3 clusters Score -251296.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -251778.750000 Penalty: 2531.976318
	Iteration 2F: 3 clusters Score -251778.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -252033.640625 Penalty: 2531.976318
	Iteration 3F: 3 clusters Score -252033.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -252177.187500 Penalty: 2531.976318
	Iteration 4F: 3 clusters Score -252177.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -252240.468750 Penalty: 2531.976318
	Iteration 5Q: 3 clusters Score -252240.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -252295.140625 Penalty: 2531.976318
	Iteration 6Q: 3 clusters Score -252295.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -252339.234375 Penalty: 2531.976318
	Iteration 7Q: 3 clusters Score -252339.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -252369.953125 Penalty: 2531.976318
	Iteration 8Q: 3 clusters Score -252370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -252401.625000 Penalty: 2531.976318
	Iteration 9Q: 3 clusters Score -252401.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -252432.875000 Penalty: 2531.976318
	Iteration 10Q: 3 clusters Score -252432.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -252461.125000 Penalty: 2531.976318
	Iteration 11Q: 3 clusters Score -252461.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -252488.515625 Penalty: 2531.976318
	Iteration 12Q: 3 clusters Score -252488.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -252501.921875 Penalty: 2531.976318
	Iteration 13Q: 3 clusters Score -252501.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -252509.437500 Penalty: 2531.976318
	Iteration 14Q: 3 clusters Score -252509.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -252518.796875 Penalty: 2531.976318
	Iteration 15Q: 3 clusters Score -252518.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -252528.265625 Penalty: 2531.976318
	Iteration 16Q: 3 clusters Score -252528.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -252537.890625 Penalty: 2531.976318
	Iteration 17Q: 3 clusters Score -252537.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -252548.109375 Penalty: 2531.976318
	Iteration 18Q: 3 clusters Score -252548.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -252556.062500 Penalty: 2531.976318
	Iteration 19Q: 3 clusters Score -252556.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -252566.937500 Penalty: 2531.976318
	Iteration 20F: 3 clusters Score -252566.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -252581.921875 Penalty: 2531.976318
	Iteration 21Q: 3 clusters Score -252581.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -252603.625000 Penalty: 2531.976318
	Iteration 22Q: 3 clusters Score -252603.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -252629.718750 Penalty: 2531.976318
	Iteration 23Q: 3 clusters Score -252629.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -252648.937500 Penalty: 2531.976318
	Iteration 24Q: 3 clusters Score -252648.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -252662.671875 Penalty: 2531.976318
	Iteration 25Q: 3 clusters Score -252662.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -252673.437500 Penalty: 2531.976318
	Iteration 26Q: 3 clusters Score -252673.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -252683.250000 Penalty: 2531.976318
	Iteration 27Q: 3 clusters Score -252683.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -252687.265625 Penalty: 2531.976318
	Iteration 28Q: 3 clusters Score -252687.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -252689.890625 Penalty: 2531.976318
	Iteration 29Q: 3 clusters Score -252689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -252692.421875 Penalty: 2531.976318
	Iteration 30Q: 3 clusters Score -252692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -252694.234375 Penalty: 2531.976318
	Iteration 31Q: 3 clusters Score -252694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -252697.046875 Penalty: 2531.976318
	Iteration 32Q: 3 clusters Score -252697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -252701.484375 Penalty: 2531.976318
	Iteration 33Q: 3 clusters Score -252701.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -252706.796875 Penalty: 2531.976318
	Iteration 34Q: 3 clusters Score -252706.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -252710.343750 Penalty: 2531.976318
	Iteration 35Q: 3 clusters Score -252710.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -252717.484375 Penalty: 2531.976318
	Iteration 36Q: 3 clusters Score -252717.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -252720.046875 Penalty: 2531.976318
	Iteration 37Q: 3 clusters Score -252720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -252724.171875 Penalty: 2531.976318
	Iteration 38Q: 3 clusters Score -252724.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -252726.078125 Penalty: 2531.976318
	Iteration 39Q: 3 clusters Score -252726.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -252728.921875 Penalty: 2531.976318
	Iteration 40F: 3 clusters Score -252728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -252730.109375 Penalty: 2531.976318
	Iteration 41Q: 3 clusters Score -252730.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -252731.437500 Penalty: 2531.976318
	Iteration 42Q: 3 clusters Score -252731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -252732.250000 Penalty: 2531.976318
	Iteration 43Q: 3 clusters Score -252732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -252732.593750 Penalty: 2531.976318
	Iteration 44Q: 3 clusters Score -252732.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -252732.593750 Penalty: 2531.976318
	Iteration 45F: 3 clusters Score -252732.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 15726 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 27500 members 
Mstep: Class 7 contains 110630 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 18765 members 
Mstep: Class 10 contains 55109 members 
Mstep: Class 11 contains 142674 members 
Mstep: Class 12 contains 34921 members 
Mstep: Class 13 contains 2827 members 
Mstep: Class 14 contains 5781 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 29207 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 7770 members 
Mstep: Class 19 contains 15513 members 
Mstep: Class 20 contains 129731 members 
Mstep: Class 21 contains 6458 members 
Mstep: Class 22 contains 76694 members 
Mstep: Class 23 contains 2126 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 1300 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 22887 members 
Mstep: Class 28 contains 7171 members 
Mstep: Class 29 contains 99370 members 
Mstep: Class 30 contains 6386 members 
Mstep: Class 31 contains 10865 members 
Mstep: Class 32 contains 7727 members 
Mstep: Class 33 contains 1118 members 
Entering Unmasked Estep 
Score: -108916664.000000 Penalty: 73429.796875
Splitting cluster 25 changes total score from -108916896.000000 to -108916664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Entering Unmasked Estep 
Score: -581151.812500 Penalty: 1384.918945
	Iteration 0F: 2 clusters Score -581151.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -577180.625000 Penalty: 2769.837891
	Iteration 0F: 3 clusters Score -577180.6 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -578346.562500 Penalty: 2769.837891
	Iteration 1F: 3 clusters Score -578346.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -578596.375000 Penalty: 2769.837891
	Iteration 2F: 3 clusters Score -578596.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -578799.000000 Penalty: 2769.837891
	Iteration 3F: 3 clusters Score -578799 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -578984.312500 Penalty: 2769.837891
	Iteration 4F: 3 clusters Score -578984.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -579136.937500 Penalty: 2769.837891
	Iteration 5Q: 3 clusters Score -579136.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -579259.937500 Penalty: 2769.837891
	Iteration 6Q: 3 clusters Score -579259.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -579358.375000 Penalty: 2769.837891
	Iteration 7Q: 3 clusters Score -579358.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -579421.625000 Penalty: 2769.837891
	Iteration 8Q: 3 clusters Score -579421.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -579473.937500 Penalty: 2769.837891
	Iteration 9Q: 3 clusters Score -579473.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -579521.312500 Penalty: 2769.837891
	Iteration 10Q: 3 clusters Score -579521.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -579568.687500 Penalty: 2769.837891
	Iteration 11Q: 3 clusters Score -579568.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -579612.437500 Penalty: 2769.837891
	Iteration 12Q: 3 clusters Score -579612.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -579671.312500 Penalty: 2769.837891
	Iteration 13Q: 3 clusters Score -579671.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -579728.812500 Penalty: 2769.837891
	Iteration 14Q: 3 clusters Score -579728.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -579790.125000 Penalty: 2769.837891
	Iteration 15Q: 3 clusters Score -579790.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -579840.625000 Penalty: 2769.837891
	Iteration 16Q: 3 clusters Score -579840.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -579887.562500 Penalty: 2769.837891
	Iteration 17Q: 3 clusters Score -579887.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -579922.687500 Penalty: 2769.837891
	Iteration 18Q: 3 clusters Score -579922.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -579957.187500 Penalty: 2769.837891
	Iteration 19Q: 3 clusters Score -579957.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -579985.750000 Penalty: 2769.837891
	Iteration 20F: 3 clusters Score -579985.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -580006.000000 Penalty: 2769.837891
	Iteration 21Q: 3 clusters Score -580006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -580032.000000 Penalty: 2769.837891
	Iteration 22Q: 3 clusters Score -580032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -580052.625000 Penalty: 2769.837891
	Iteration 23Q: 3 clusters Score -580052.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -580073.250000 Penalty: 2769.837891
	Iteration 24Q: 3 clusters Score -580073.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -580093.187500 Penalty: 2769.837891
	Iteration 25Q: 3 clusters Score -580093.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -580105.125000 Penalty: 2769.837891
	Iteration 26Q: 3 clusters Score -580105.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -580121.375000 Penalty: 2769.837891
	Iteration 27Q: 3 clusters Score -580121.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -580138.125000 Penalty: 2769.837891
	Iteration 28Q: 3 clusters Score -580138.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -580148.687500 Penalty: 2769.837891
	Iteration 29Q: 3 clusters Score -580148.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -580156.375000 Penalty: 2769.837891
	Iteration 30Q: 3 clusters Score -580156.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -580163.000000 Penalty: 2769.837891
	Iteration 31Q: 3 clusters Score -580163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -580166.750000 Penalty: 2769.837891
	Iteration 32Q: 3 clusters Score -580166.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -580171.187500 Penalty: 2769.837891
	Iteration 33Q: 3 clusters Score -580171.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -580172.562500 Penalty: 2769.837891
	Iteration 34Q: 3 clusters Score -580172.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -580177.625000 Penalty: 2769.837891
	Iteration 35Q: 3 clusters Score -580177.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -580184.062500 Penalty: 2769.837891
	Iteration 36Q: 3 clusters Score -580184.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -580188.312500 Penalty: 2769.837891
	Iteration 37Q: 3 clusters Score -580188.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -580193.312500 Penalty: 2769.837891
	Iteration 38Q: 3 clusters Score -580193.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -580195.187500 Penalty: 2769.837891
	Iteration 39Q: 3 clusters Score -580195.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -580203.437500 Penalty: 2769.837891
	Iteration 40F: 3 clusters Score -580203.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -580209.937500 Penalty: 2769.837891
	Iteration 41Q: 3 clusters Score -580209.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -580217.500000 Penalty: 2769.837891
	Iteration 42Q: 3 clusters Score -580217.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -580222.000000 Penalty: 2769.837891
	Iteration 43Q: 3 clusters Score -580222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -580231.187500 Penalty: 2769.837891
	Iteration 44Q: 3 clusters Score -580231.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -580242.187500 Penalty: 2769.837891
	Iteration 45Q: 3 clusters Score -580242.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -580247.937500 Penalty: 2769.837891
	Iteration 46Q: 3 clusters Score -580247.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -580251.437500 Penalty: 2769.837891
	Iteration 47Q: 3 clusters Score -580251.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -580254.562500 Penalty: 2769.837891
	Iteration 48Q: 3 clusters Score -580254.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -580258.437500 Penalty: 2769.837891
	Iteration 49Q: 3 clusters Score -580258.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -580259.937500 Penalty: 2769.837891
	Iteration 50Q: 3 clusters Score -580259.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -580260.750000 Penalty: 2769.837891
	Iteration 51Q: 3 clusters Score -580260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -580263.875000 Penalty: 2769.837891
	Iteration 52Q: 3 clusters Score -580263.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -580265.125000 Penalty: 2769.837891
	Iteration 53Q: 3 clusters Score -580265.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -580266.625000 Penalty: 2769.837891
	Iteration 54Q: 3 clusters Score -580266.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -580266.687500 Penalty: 2769.837891
	Iteration 55Q: 3 clusters Score -580266.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -580267.562500 Penalty: 2769.837891
	Iteration 56Q: 3 clusters Score -580267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -580267.937500 Penalty: 2769.837891
	Iteration 57Q: 3 clusters Score -580267.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -580267.937500 Penalty: 2769.837891
	Iteration 58F: 3 clusters Score -580267.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Entering Unmasked Estep 
Score: -2897334.250000 Penalty: 1631.227661
	Iteration 0F: 2 clusters Score -2897334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2881939.750000 Penalty: 3262.455322
	Iteration 0F: 3 clusters Score -2881940 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2887669.500000 Penalty: 3262.455322
	Iteration 1F: 3 clusters Score -2887670 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2888091.500000 Penalty: 3262.455322
	Iteration 2Q: 3 clusters Score -2888092 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2888617.250000 Penalty: 3262.455322
	Iteration 3F: 3 clusters Score -2888617 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2889393.750000 Penalty: 3262.455322
	Iteration 4F: 3 clusters Score -2889394 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2890322.000000 Penalty: 3262.455322
	Iteration 5F: 3 clusters Score -2890322 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2891307.250000 Penalty: 3262.455322
	Iteration 6F: 3 clusters Score -2891307 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2892248.000000 Penalty: 3262.455322
	Iteration 7F: 3 clusters Score -2892248 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2892987.250000 Penalty: 3262.455322
	Iteration 8Q: 3 clusters Score -2892987 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2893580.500000 Penalty: 3262.455322
	Iteration 9Q: 3 clusters Score -2893580 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2894103.000000 Penalty: 3262.455322
	Iteration 10Q: 3 clusters Score -2894103 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2894569.750000 Penalty: 3262.455322
	Iteration 11Q: 3 clusters Score -2894570 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2894941.750000 Penalty: 3262.455322
	Iteration 12Q: 3 clusters Score -2894942 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2895253.750000 Penalty: 3262.455322
	Iteration 13Q: 3 clusters Score -2895254 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2895462.750000 Penalty: 3262.455322
	Iteration 14Q: 3 clusters Score -2895463 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -2895601.250000 Penalty: 3262.455322
	Iteration 15Q: 3 clusters Score -2895601 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2895695.750000 Penalty: 3262.455322
	Iteration 16Q: 3 clusters Score -2895696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2895746.000000 Penalty: 3262.455322
	Iteration 17Q: 3 clusters Score -2895746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2895790.750000 Penalty: 3262.455322
	Iteration 18Q: 3 clusters Score -2895791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2895812.750000 Penalty: 3262.455322
	Iteration 19Q: 3 clusters Score -2895813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -2895842.250000 Penalty: 3262.455322
	Iteration 20F: 3 clusters Score -2895842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2895864.250000 Penalty: 3262.455322
	Iteration 21Q: 3 clusters Score -2895864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -2895872.500000 Penalty: 3262.455322
	Iteration 22Q: 3 clusters Score -2895872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2895877.750000 Penalty: 3262.455322
	Iteration 23Q: 3 clusters Score -2895878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2895879.750000 Penalty: 3262.455322
	Iteration 24Q: 3 clusters Score -2895880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -2895883.000000 Penalty: 3262.455322
	Iteration 25Q: 3 clusters Score -2895883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2895887.000000 Penalty: 3262.455322
	Iteration 26Q: 3 clusters Score -2895887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2895889.000000 Penalty: 3262.455322
	Iteration 27Q: 3 clusters Score -2895889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2895891.750000 Penalty: 3262.455322
	Iteration 28Q: 3 clusters Score -2895892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2895891.750000 Penalty: 3262.455322
	Iteration 29F: 3 clusters Score -2895892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Entering Unmasked Estep 
Score: -907644.000000 Penalty: 1442.642456
	Iteration 0F: 2 clusters Score -907644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -902288.750000 Penalty: 2885.284912
	Iteration 0F: 3 clusters Score -902288.8 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -904012.250000 Penalty: 2885.284912
	Iteration 1F: 3 clusters Score -904012.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -904401.812500 Penalty: 2885.284912
	Iteration 2F: 3 clusters Score -904401.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -904681.875000 Penalty: 2885.284912
	Iteration 3F: 3 clusters Score -904681.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -904914.812500 Penalty: 2885.284912
	Iteration 4F: 3 clusters Score -904914.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -905143.000000 Penalty: 2885.284912
	Iteration 5F: 3 clusters Score -905143 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -905371.375000 Penalty: 2885.284912
	Iteration 6F: 3 clusters Score -905371.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -905595.125000 Penalty: 2885.284912
	Iteration 7Q: 3 clusters Score -905595.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -905805.187500 Penalty: 2885.284912
	Iteration 8Q: 3 clusters Score -905805.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -906003.000000 Penalty: 2885.284912
	Iteration 9Q: 3 clusters Score -906003 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -906190.312500 Penalty: 2885.284912
	Iteration 10Q: 3 clusters Score -906190.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -906379.812500 Penalty: 2885.284912
	Iteration 11Q: 3 clusters Score -906379.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -906539.687500 Penalty: 2885.284912
	Iteration 12Q: 3 clusters Score -906539.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -906672.250000 Penalty: 2885.284912
	Iteration 13Q: 3 clusters Score -906672.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -906788.875000 Penalty: 2885.284912
	Iteration 14Q: 3 clusters Score -906788.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -906889.187500 Penalty: 2885.284912
	Iteration 15Q: 3 clusters Score -906889.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -906965.000000 Penalty: 2885.284912
	Iteration 16Q: 3 clusters Score -906965 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -907013.000000 Penalty: 2885.284912
	Iteration 17Q: 3 clusters Score -907013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -907034.250000 Penalty: 2885.284912
	Iteration 18Q: 3 clusters Score -907034.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -907047.812500 Penalty: 2885.284912
	Iteration 19Q: 3 clusters Score -907047.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -907055.250000 Penalty: 2885.284912
	Iteration 20F: 3 clusters Score -907055.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -907062.375000 Penalty: 2885.284912
	Iteration 21Q: 3 clusters Score -907062.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -907068.875000 Penalty: 2885.284912
	Iteration 22Q: 3 clusters Score -907068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -907073.000000 Penalty: 2885.284912
	Iteration 23Q: 3 clusters Score -907073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -907077.187500 Penalty: 2885.284912
	Iteration 24Q: 3 clusters Score -907077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -907078.500000 Penalty: 2885.284912
	Iteration 25Q: 3 clusters Score -907078.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -907079.437500 Penalty: 2885.284912
	Iteration 26Q: 3 clusters Score -907079.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -907080.687500 Penalty: 2885.284912
	Iteration 27Q: 3 clusters Score -907080.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -907079.750000 Penalty: 2885.284912
	Iteration 28Q: 3 clusters Score -907079.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -907079.750000 Penalty: 2885.284912
	Iteration 29F: 3 clusters Score -907079.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (99370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99370 members 
Entering Unmasked Estep 
Score: -12779478.000000 Penalty: 1869.823364
	Iteration 0F: 2 clusters Score -1.277948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -12714713.000000 Penalty: 3739.646729
	Iteration 0F: 3 clusters Score -1.271471e+07 nChanged 47560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -12742252.000000 Penalty: 3739.646729
	Iteration 1F: 3 clusters Score -1.274225e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -12743130.000000 Penalty: 3739.646729
	Iteration 2Q: 3 clusters Score -1.274313e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -12744158.000000 Penalty: 3739.646729
	Iteration 3Q: 3 clusters Score -1.274416e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 56295 members 
Entering Unmasked Estep 
Score: -12745672.000000 Penalty: 3739.646729
	Iteration 4Q: 3 clusters Score -1.274567e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -12747767.000000 Penalty: 3739.646729
	Iteration 5Q: 3 clusters Score -1.274777e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -12751283.000000 Penalty: 3739.646729
	Iteration 6F: 3 clusters Score -1.275128e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 70853 members 
Entering Unmasked Estep 
Score: -12755899.000000 Penalty: 3739.646729
	Iteration 7F: 3 clusters Score -1.27559e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 77575 members 
Entering Unmasked Estep 
Score: -12761735.000000 Penalty: 3739.646729
	Iteration 8F: 3 clusters Score -1.276174e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -12767052.000000 Penalty: 3739.646729
	Iteration 9F: 3 clusters Score -1.276705e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 88021 members 
Entering Unmasked Estep 
Score: -12771018.000000 Penalty: 3739.646729
	Iteration 10Q: 3 clusters Score -1.277102e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -12773545.000000 Penalty: 3739.646729
	Iteration 11Q: 3 clusters Score -1.277354e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 92861 members 
Entering Unmasked Estep 
Score: -12774961.000000 Penalty: 3739.646729
	Iteration 12Q: 3 clusters Score -1.277496e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 94164 members 
Entering Unmasked Estep 
Score: -12775835.000000 Penalty: 3739.646729
	Iteration 13Q: 3 clusters Score -1.277584e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 95151 members 
Entering Unmasked Estep 
Score: -12776330.000000 Penalty: 3739.646729
	Iteration 14Q: 3 clusters Score -1.277633e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -12776812.000000 Penalty: 3739.646729
	Iteration 15Q: 3 clusters Score -1.277681e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
Score: -12777173.000000 Penalty: 3739.646729
	Iteration 16Q: 3 clusters Score -1.277717e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -12777447.000000 Penalty: 3739.646729
	Iteration 17Q: 3 clusters Score -1.277745e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 97393 members 
Entering Unmasked Estep 
Score: -12777633.000000 Penalty: 3739.646729
	Iteration 18Q: 3 clusters Score -1.277763e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 97676 members 
Entering Unmasked Estep 
Score: -12777758.000000 Penalty: 3739.646729
	Iteration 19Q: 3 clusters Score -1.277776e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -12777858.000000 Penalty: 3739.646729
	Iteration 20F: 3 clusters Score -1.277786e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 98049 members 
Entering Unmasked Estep 
Score: -12777887.000000 Penalty: 3739.646729
	Iteration 21Q: 3 clusters Score -1.277789e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 98165 members 
Entering Unmasked Estep 
Score: -12777957.000000 Penalty: 3739.646729
	Iteration 22Q: 3 clusters Score -1.277796e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 98255 members 
Entering Unmasked Estep 
Score: -12777994.000000 Penalty: 3739.646729
	Iteration 23Q: 3 clusters Score -1.277799e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 98319 members 
Entering Unmasked Estep 
Score: -12778020.000000 Penalty: 3739.646729
	Iteration 24Q: 3 clusters Score -1.277802e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 98375 members 
Entering Unmasked Estep 
Score: -12778049.000000 Penalty: 3739.646729
	Iteration 25Q: 3 clusters Score -1.277805e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 98423 members 
Entering Unmasked Estep 
Score: -12778043.000000 Penalty: 3739.646729
	Iteration 26Q: 3 clusters Score -1.277804e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 98462 members 
Entering Unmasked Estep 
Score: -12778061.000000 Penalty: 3739.646729
	Iteration 27Q: 3 clusters Score -1.277806e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 98489 members 
Entering Unmasked Estep 
Score: -12778071.000000 Penalty: 3739.646729
	Iteration 28Q: 3 clusters Score -1.277807e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 98511 members 
Entering Unmasked Estep 
Score: -12778076.000000 Penalty: 3739.646729
	Iteration 29Q: 3 clusters Score -1.277808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -12778074.000000 Penalty: 3739.646729
	Iteration 30Q: 3 clusters Score -1.277807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 98540 members 
Entering Unmasked Estep 
Score: -12778078.000000 Penalty: 3739.646729
	Iteration 31Q: 3 clusters Score -1.277808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 98552 members 
Entering Unmasked Estep 
Score: -12778082.000000 Penalty: 3739.646729
	Iteration 32Q: 3 clusters Score -1.277808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -12778090.000000 Penalty: 3739.646729
	Iteration 33Q: 3 clusters Score -1.277809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -12778082.000000 Penalty: 3739.646729
	Iteration 34Q: 3 clusters Score -1.277808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 98583 members 
Entering Unmasked Estep 
Score: -12778096.000000 Penalty: 3739.646729
	Iteration 35Q: 3 clusters Score -1.27781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 98590 members 
Entering Unmasked Estep 
Score: -12778095.000000 Penalty: 3739.646729
	Iteration 36Q: 3 clusters Score -1.27781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 98595 members 
Entering Unmasked Estep 
Score: -12778104.000000 Penalty: 3739.646729
	Iteration 37Q: 3 clusters Score -1.27781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 98598 members 
Entering Unmasked Estep 
Score: -12778100.000000 Penalty: 3739.646729
	Iteration 38Q: 3 clusters Score -1.27781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 98599 members 
Entering Unmasked Estep 
Score: -12778096.000000 Penalty: 3739.646729
	Iteration 39Q: 3 clusters Score -1.27781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 98599 members 
Entering Unmasked Estep 
Score: -12778096.000000 Penalty: 3739.646729
	Iteration 40F: 3 clusters Score -1.27781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Entering Unmasked Estep 
Score: -804716.875000 Penalty: 1423.802856
	Iteration 0F: 2 clusters Score -804716.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -799885.437500 Penalty: 2847.605713
	Iteration 0F: 3 clusters Score -799885.4 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -801337.875000 Penalty: 2847.605713
	Iteration 1F: 3 clusters Score -801337.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -801539.062500 Penalty: 2847.605713
	Iteration 2F: 3 clusters Score -801539.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -801672.437500 Penalty: 2847.605713
	Iteration 3Q: 3 clusters Score -801672.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -801778.187500 Penalty: 2847.605713
	Iteration 4Q: 3 clusters Score -801778.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -801871.000000 Penalty: 2847.605713
	Iteration 5Q: 3 clusters Score -801871 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -801973.875000 Penalty: 2847.605713
	Iteration 6Q: 3 clusters Score -801973.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -802073.500000 Penalty: 2847.605713
	Iteration 7Q: 3 clusters Score -802073.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -802157.812500 Penalty: 2847.605713
	Iteration 8Q: 3 clusters Score -802157.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -802226.937500 Penalty: 2847.605713
	Iteration 9Q: 3 clusters Score -802226.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -802297.062500 Penalty: 2847.605713
	Iteration 10Q: 3 clusters Score -802297.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -802373.437500 Penalty: 2847.605713
	Iteration 11Q: 3 clusters Score -802373.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -802447.687500 Penalty: 2847.605713
	Iteration 12Q: 3 clusters Score -802447.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -802522.875000 Penalty: 2847.605713
	Iteration 13Q: 3 clusters Score -802522.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -802588.250000 Penalty: 2847.605713
	Iteration 14Q: 3 clusters Score -802588.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -802657.875000 Penalty: 2847.605713
	Iteration 15Q: 3 clusters Score -802657.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -802727.500000 Penalty: 2847.605713
	Iteration 16Q: 3 clusters Score -802727.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -802802.062500 Penalty: 2847.605713
	Iteration 17Q: 3 clusters Score -802802.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -802871.500000 Penalty: 2847.605713
	Iteration 18Q: 3 clusters Score -802871.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -802955.062500 Penalty: 2847.605713
	Iteration 19Q: 3 clusters Score -802955.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -803029.250000 Penalty: 2847.605713
	Iteration 20F: 3 clusters Score -803029.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -803100.750000 Penalty: 2847.605713
	Iteration 21Q: 3 clusters Score -803100.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -803179.125000 Penalty: 2847.605713
	Iteration 22Q: 3 clusters Score -803179.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -803270.250000 Penalty: 2847.605713
	Iteration 23Q: 3 clusters Score -803270.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -803360.125000 Penalty: 2847.605713
	Iteration 24Q: 3 clusters Score -803360.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -803442.750000 Penalty: 2847.605713
	Iteration 25Q: 3 clusters Score -803442.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -803501.500000 Penalty: 2847.605713
	Iteration 26Q: 3 clusters Score -803501.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -803543.812500 Penalty: 2847.605713
	Iteration 27Q: 3 clusters Score -803543.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -803575.687500 Penalty: 2847.605713
	Iteration 28Q: 3 clusters Score -803575.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -803607.875000 Penalty: 2847.605713
	Iteration 29Q: 3 clusters Score -803607.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -803642.125000 Penalty: 2847.605713
	Iteration 30Q: 3 clusters Score -803642.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -803676.625000 Penalty: 2847.605713
	Iteration 31Q: 3 clusters Score -803676.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -803714.937500 Penalty: 2847.605713
	Iteration 32Q: 3 clusters Score -803714.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -803745.562500 Penalty: 2847.605713
	Iteration 33Q: 3 clusters Score -803745.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -803766.687500 Penalty: 2847.605713
	Iteration 34Q: 3 clusters Score -803766.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -803790.312500 Penalty: 2847.605713
	Iteration 35Q: 3 clusters Score -803790.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -803809.937500 Penalty: 2847.605713
	Iteration 36Q: 3 clusters Score -803809.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -803826.125000 Penalty: 2847.605713
	Iteration 37Q: 3 clusters Score -803826.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -803833.312500 Penalty: 2847.605713
	Iteration 38Q: 3 clusters Score -803833.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -803837.312500 Penalty: 2847.605713
	Iteration 39Q: 3 clusters Score -803837.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -803843.437500 Penalty: 2847.605713
	Iteration 40F: 3 clusters Score -803843.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -803846.312500 Penalty: 2847.605713
	Iteration 41Q: 3 clusters Score -803846.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -803851.312500 Penalty: 2847.605713
	Iteration 42Q: 3 clusters Score -803851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -803853.062500 Penalty: 2847.605713
	Iteration 43Q: 3 clusters Score -803853.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -803855.125000 Penalty: 2847.605713
	Iteration 44Q: 3 clusters Score -803855.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -803857.062500 Penalty: 2847.605713
	Iteration 45Q: 3 clusters Score -803857.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -803858.437500 Penalty: 2847.605713
	Iteration 46Q: 3 clusters Score -803858.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -803859.812500 Penalty: 2847.605713
	Iteration 47Q: 3 clusters Score -803859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -803862.125000 Penalty: 2847.605713
	Iteration 48Q: 3 clusters Score -803862.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -803863.500000 Penalty: 2847.605713
	Iteration 49Q: 3 clusters Score -803863.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -803862.812500 Penalty: 2847.605713
	Iteration 50Q: 3 clusters Score -803862.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -803862.812500 Penalty: 2847.605713
	Iteration 51F: 3 clusters Score -803862.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 15726 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 27500 members 
Mstep: Class 7 contains 110630 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 18765 members 
Mstep: Class 10 contains 55109 members 
Mstep: Class 11 contains 142674 members 
Mstep: Class 12 contains 34921 members 
Mstep: Class 13 contains 2827 members 
Mstep: Class 14 contains 5781 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 29207 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 7770 members 
Mstep: Class 19 contains 15513 members 
Mstep: Class 20 contains 129731 members 
Mstep: Class 21 contains 6458 members 
Mstep: Class 22 contains 76694 members 
Mstep: Class 23 contains 2126 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2418 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 22887 members 
Mstep: Class 28 contains 7171 members 
Mstep: Class 29 contains 99370 members 
Mstep: Class 30 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108919032.000000 Penalty: 71204.648438
Iteration 79Q: 33 clusters Score -1.08919e+08 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 4986 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 15744 members 
Mstep: Class 5 contains 1426 members 
Mstep: Class 6 contains 27498 members 
Mstep: Class 7 contains 110708 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 18684 members 
Mstep: Class 10 contains 55456 members 
Mstep: Class 11 contains 142675 members 
Mstep: Class 12 contains 35064 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 5781 members 
Mstep: Class 15 contains 9614 members 
Mstep: Class 16 contains 29220 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 7810 members 
Mstep: Class 19 contains 15484 members 
Mstep: Class 20 contains 129789 members 
Mstep: Class 21 contains 6444 members 
Mstep: Class 22 contains 76188 members 
Mstep: Class 23 contains 2373 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 5024 members 
Mstep: Class 27 contains 22943 members 
Mstep: Class 28 contains 7182 members 
Mstep: Class 29 contains 100028 members 
Mstep: Class 30 contains 6387 members 
Mstep: Class 31 contains 10378 members 
Mstep: Class 32 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920288.000000 Penalty: 71204.648438
Iteration 80F: 33 clusters Score -1.089203e+08 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 15658 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 6 contains 27453 members 
Mstep: Class 7 contains 110169 members 
Mstep: Class 8 contains 383 members 
Mstep: Class 9 contains 18589 members 
Mstep: Class 10 contains 55296 members 
Mstep: Class 11 contains 142559 members 
Mstep: Class 12 contains 34986 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 5761 members 
Mstep: Class 15 contains 9600 members 
Mstep: Class 16 contains 29223 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 7803 members 
Mstep: Class 19 contains 15459 members 
Mstep: Class 20 contains 129631 members 
Mstep: Class 21 contains 6433 members 
Mstep: Class 22 contains 75625 members 
Mstep: Class 23 contains 2462 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2426 members 
Mstep: Class 26 contains 5023 members 
Mstep: Class 27 contains 22990 members 
Mstep: Class 28 contains 7128 members 
Mstep: Class 29 contains 100635 members 
Mstep: Class 30 contains 6387 members 
Mstep: Class 31 contains 11210 members 
Mstep: Class 32 contains 7790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108921088.000000 Penalty: 71204.648438
Iteration 81Q: 33 clusters Score -1.089211e+08 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 15629 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 27417 members 
Mstep: Class 7 contains 109706 members 
Mstep: Class 8 contains 383 members 
Mstep: Class 9 contains 18497 members 
Mstep: Class 10 contains 55225 members 
Mstep: Class 11 contains 142475 members 
Mstep: Class 12 contains 34921 members 
Mstep: Class 13 contains 2746 members 
Mstep: Class 14 contains 5753 members 
Mstep: Class 15 contains 9582 members 
Mstep: Class 16 contains 29229 members 
Mstep: Class 17 contains 3187 members 
Mstep: Class 18 contains 7797 members 
Mstep: Class 19 contains 15433 members 
Mstep: Class 20 contains 129536 members 
Mstep: Class 21 contains 6415 members 
Mstep: Class 22 contains 75094 members 
Mstep: Class 23 contains 2507 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2474 members 
Mstep: Class 26 contains 5016 members 
Mstep: Class 27 contains 23048 members 
Mstep: Class 28 contains 7092 members 
Mstep: Class 29 contains 101233 members 
Mstep: Class 30 contains 6388 members 
Mstep: Class 31 contains 11736 members 
Mstep: Class 32 contains 8053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108921784.000000 Penalty: 71204.648438
Iteration 82Q: 33 clusters Score -1.089218e+08 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 15605 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 27388 members 
Mstep: Class 7 contains 109256 members 
Mstep: Class 8 contains 383 members 
Mstep: Class 9 contains 18404 members 
Mstep: Class 10 contains 55171 members 
Mstep: Class 11 contains 142413 members 
Mstep: Class 12 contains 34934 members 
Mstep: Class 13 contains 2718 members 
Mstep: Class 14 contains 5739 members 
Mstep: Class 15 contains 9581 members 
Mstep: Class 16 contains 29234 members 
Mstep: Class 17 contains 3276 members 
Mstep: Class 18 contains 7802 members 
Mstep: Class 19 contains 15410 members 
Mstep: Class 20 contains 129483 members 
Mstep: Class 21 contains 6401 members 
Mstep: Class 22 contains 74564 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2508 members 
Mstep: Class 26 contains 5007 members 
Mstep: Class 27 contains 23114 members 
Mstep: Class 28 contains 7075 members 
Mstep: Class 29 contains 101816 members 
Mstep: Class 30 contains 6389 members 
Mstep: Class 31 contains 12137 members 
Mstep: Class 32 contains 8229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108922000.000000 Penalty: 71204.648438
Iteration 83Q: 33 clusters Score -1.08922e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 15600 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 27372 members 
Mstep: Class 7 contains 108914 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 18292 members 
Mstep: Class 10 contains 55143 members 
Mstep: Class 11 contains 142368 members 
Mstep: Class 12 contains 34965 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 5740 members 
Mstep: Class 15 contains 9581 members 
Mstep: Class 16 contains 29222 members 
Mstep: Class 17 contains 3351 members 
Mstep: Class 18 contains 7799 members 
Mstep: Class 19 contains 15395 members 
Mstep: Class 20 contains 129421 members 
Mstep: Class 21 contains 6385 members 
Mstep: Class 22 contains 74050 members 
Mstep: Class 23 contains 2566 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 2543 members 
Mstep: Class 26 contains 4995 members 
Mstep: Class 27 contains 23177 members 
Mstep: Class 28 contains 7067 members 
Mstep: Class 29 contains 102408 members 
Mstep: Class 30 contains 6391 members 
Mstep: Class 31 contains 12430 members 
Mstep: Class 32 contains 8341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108922424.000000 Penalty: 71204.648438
Iteration 84Q: 33 clusters Score -1.089224e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 15591 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 27351 members 
Mstep: Class 7 contains 108590 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 18188 members 
Mstep: Class 10 contains 55123 members 
Mstep: Class 11 contains 142318 members 
Mstep: Class 12 contains 35007 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 5732 members 
Mstep: Class 15 contains 9572 members 
Mstep: Class 16 contains 29216 members 
Mstep: Class 17 contains 3406 members 
Mstep: Class 18 contains 7799 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 129374 members 
Mstep: Class 21 contains 6379 members 
Mstep: Class 22 contains 73548 members 
Mstep: Class 23 contains 2578 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 2578 members 
Mstep: Class 26 contains 4994 members 
Mstep: Class 27 contains 23244 members 
Mstep: Class 28 contains 7060 members 
Mstep: Class 29 contains 102999 members 
Mstep: Class 30 contains 6390 members 
Mstep: Class 31 contains 12727 members 
Mstep: Class 32 contains 8404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108922592.000000 Penalty: 71204.648438
Iteration 85Q: 33 clusters Score -1.089226e+08 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 4982 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27347 members 
Mstep: Class 7 contains 108258 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 18082 members 
Mstep: Class 10 contains 55131 members 
Mstep: Class 11 contains 142280 members 
Mstep: Class 12 contains 35027 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 5725 members 
Mstep: Class 15 contains 9564 members 
Mstep: Class 16 contains 29202 members 
Mstep: Class 17 contains 3452 members 
Mstep: Class 18 contains 7803 members 
Mstep: Class 19 contains 15373 members 
Mstep: Class 20 contains 129345 members 
Mstep: Class 21 contains 6373 members 
Mstep: Class 22 contains 73059 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 4987 members 
Mstep: Class 27 contains 23322 members 
Mstep: Class 28 contains 7056 members 
Mstep: Class 29 contains 103572 members 
Mstep: Class 30 contains 6390 members 
Mstep: Class 31 contains 12997 members 
Mstep: Class 32 contains 8454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923024.000000 Penalty: 71204.648438
Iteration 86Q: 33 clusters Score -1.08923e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 15586 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 27348 members 
Mstep: Class 7 contains 107923 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 17981 members 
Mstep: Class 10 contains 55148 members 
Mstep: Class 11 contains 142239 members 
Mstep: Class 12 contains 35050 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 14 contains 5722 members 
Mstep: Class 15 contains 9565 members 
Mstep: Class 16 contains 29190 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7806 members 
Mstep: Class 19 contains 15368 members 
Mstep: Class 20 contains 129334 members 
Mstep: Class 21 contains 6369 members 
Mstep: Class 22 contains 72576 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 234 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 4983 members 
Mstep: Class 27 contains 23383 members 
Mstep: Class 28 contains 7063 members 
Mstep: Class 29 contains 104131 members 
Mstep: Class 30 contains 6389 members 
Mstep: Class 31 contains 13222 members 
Mstep: Class 32 contains 8503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923280.000000 Penalty: 71204.648438
Iteration 87Q: 33 clusters Score -1.089233e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 15581 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 27342 members 
Mstep: Class 7 contains 107602 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 17899 members 
Mstep: Class 10 contains 55204 members 
Mstep: Class 11 contains 142193 members 
Mstep: Class 12 contains 35077 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 5724 members 
Mstep: Class 15 contains 9555 members 
Mstep: Class 16 contains 29167 members 
Mstep: Class 17 contains 3537 members 
Mstep: Class 18 contains 7807 members 
Mstep: Class 19 contains 15362 members 
Mstep: Class 20 contains 129321 members 
Mstep: Class 21 contains 6356 members 
Mstep: Class 22 contains 72032 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 234 members 
Mstep: Class 25 contains 2661 members 
Mstep: Class 26 contains 4985 members 
Mstep: Class 27 contains 23456 members 
Mstep: Class 28 contains 7064 members 
Mstep: Class 29 contains 104747 members 
Mstep: Class 30 contains 6389 members 
Mstep: Class 31 contains 13448 members 
Mstep: Class 32 contains 8542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923752.000000 Penalty: 71204.648438
Iteration 88Q: 33 clusters Score -1.089238e+08 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 15574 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27331 members 
Mstep: Class 7 contains 107277 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 17829 members 
Mstep: Class 10 contains 55236 members 
Mstep: Class 11 contains 142171 members 
Mstep: Class 12 contains 35086 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 14 contains 5726 members 
Mstep: Class 15 contains 9551 members 
Mstep: Class 16 contains 29141 members 
Mstep: Class 17 contains 3580 members 
Mstep: Class 18 contains 7812 members 
Mstep: Class 19 contains 15355 members 
Mstep: Class 20 contains 129313 members 
Mstep: Class 21 contains 6341 members 
Mstep: Class 22 contains 71396 members 
Mstep: Class 23 contains 2603 members 
Mstep: Class 24 contains 234 members 
Mstep: Class 25 contains 2687 members 
Mstep: Class 26 contains 4979 members 
Mstep: Class 27 contains 23535 members 
Mstep: Class 28 contains 7059 members 
Mstep: Class 29 contains 105432 members 
Mstep: Class 30 contains 6388 members 
Mstep: Class 31 contains 13666 members 
Mstep: Class 32 contains 8591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923928.000000 Penalty: 71204.648438
Iteration 89Q: 33 clusters Score -1.089239e+08 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 4983 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 15563 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27317 members 
Mstep: Class 7 contains 106989 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 17738 members 
Mstep: Class 10 contains 55251 members 
Mstep: Class 11 contains 142143 members 
Mstep: Class 12 contains 35103 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 5726 members 
Mstep: Class 15 contains 9551 members 
Mstep: Class 16 contains 29112 members 
Mstep: Class 17 contains 3617 members 
Mstep: Class 18 contains 7809 members 
Mstep: Class 19 contains 15349 members 
Mstep: Class 20 contains 129291 members 
Mstep: Class 21 contains 6331 members 
Mstep: Class 22 contains 70814 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 234 members 
Mstep: Class 25 contains 2718 members 
Mstep: Class 26 contains 4977 members 
Mstep: Class 27 contains 23602 members 
Mstep: Class 28 contains 7047 members 
Mstep: Class 29 contains 106102 members 
Mstep: Class 30 contains 6389 members 
Mstep: Class 31 contains 13903 members 
Mstep: Class 32 contains 8641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924104.000000 Penalty: 71204.648438
Iteration 90Q: 33 clusters Score -1.089241e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 15562 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27305 members 
Mstep: Class 7 contains 106695 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 17656 members 
Mstep: Class 10 contains 55283 members 
Mstep: Class 11 contains 142113 members 
Mstep: Class 12 contains 35114 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 5733 members 
Mstep: Class 15 contains 9548 members 
Mstep: Class 16 contains 29094 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 7813 members 
Mstep: Class 19 contains 15338 members 
Mstep: Class 20 contains 129261 members 
Mstep: Class 21 contains 6322 members 
Mstep: Class 22 contains 70253 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 234 members 
Mstep: Class 25 contains 2739 members 
Mstep: Class 26 contains 4975 members 
Mstep: Class 27 contains 23658 members 
Mstep: Class 28 contains 7047 members 
Mstep: Class 29 contains 106741 members 
Mstep: Class 30 contains 6388 members 
Mstep: Class 31 contains 14128 members 
Mstep: Class 32 contains 8688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923760.000000 Penalty: 71204.648438
Iteration 91Q: 33 clusters Score -1.089238e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 15561 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27292 members 
Mstep: Class 7 contains 106395 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 17579 members 
Mstep: Class 10 contains 55324 members 
Mstep: Class 11 contains 142090 members 
Mstep: Class 12 contains 35157 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 5742 members 
Mstep: Class 15 contains 9547 members 
Mstep: Class 16 contains 29073 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 7811 members 
Mstep: Class 19 contains 15330 members 
Mstep: Class 20 contains 129221 members 
Mstep: Class 21 contains 6317 members 
Mstep: Class 22 contains 69645 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 234 members 
Mstep: Class 25 contains 2762 members 
Mstep: Class 26 contains 4975 members 
Mstep: Class 27 contains 23726 members 
Mstep: Class 28 contains 7040 members 
Mstep: Class 29 contains 107401 members 
Mstep: Class 30 contains 6388 members 
Mstep: Class 31 contains 14358 members 
Mstep: Class 32 contains 8722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924064.000000 Penalty: 71204.648438
Iteration 92Q: 33 clusters Score -1.089241e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 15561 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27280 members 
Mstep: Class 7 contains 106096 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 17506 members 
Mstep: Class 10 contains 55344 members 
Mstep: Class 11 contains 142066 members 
Mstep: Class 12 contains 35182 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 5742 members 
Mstep: Class 15 contains 9543 members 
Mstep: Class 16 contains 29060 members 
Mstep: Class 17 contains 3690 members 
Mstep: Class 18 contains 7813 members 
Mstep: Class 19 contains 15319 members 
Mstep: Class 20 contains 129222 members 
Mstep: Class 21 contains 6308 members 
Mstep: Class 22 contains 69094 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 234 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 4980 members 
Mstep: Class 27 contains 23796 members 
Mstep: Class 28 contains 7037 members 
Mstep: Class 29 contains 108007 members 
Mstep: Class 30 contains 6388 members 
Mstep: Class 31 contains 14573 members 
Mstep: Class 32 contains 8762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923872.000000 Penalty: 71204.648438
Iteration 93Q: 33 clusters Score -1.089239e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 15549 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27283 members 
Mstep: Class 7 contains 105778 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 17417 members 
Mstep: Class 10 contains 55388 members 
Mstep: Class 11 contains 142039 members 
Mstep: Class 12 contains 35207 members 
Mstep: Class 13 contains 2380 members 
Mstep: Class 14 contains 5748 members 
Mstep: Class 15 contains 9537 members 
Mstep: Class 16 contains 29040 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 7812 members 
Mstep: Class 19 contains 15310 members 
Mstep: Class 20 contains 129220 members 
Mstep: Class 21 contains 6292 members 
Mstep: Class 22 contains 68548 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 234 members 
Mstep: Class 25 contains 2798 members 
Mstep: Class 26 contains 4983 members 
Mstep: Class 27 contains 23867 members 
Mstep: Class 28 contains 7048 members 
Mstep: Class 29 contains 108603 members 
Mstep: Class 30 contains 6388 members 
Mstep: Class 31 contains 14804 members 
Mstep: Class 32 contains 8806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923992.000000 Penalty: 71204.648438
Iteration 94Q: 33 clusters Score -1.08924e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 15539 members 
Mstep: Class 5 contains 1415 members 
Mstep: Class 6 contains 27280 members 
Mstep: Class 7 contains 105472 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 17346 members 
Mstep: Class 10 contains 55423 members 
Mstep: Class 11 contains 142019 members 
Mstep: Class 12 contains 35241 members 
Mstep: Class 13 contains 2349 members 
Mstep: Class 14 contains 5763 members 
Mstep: Class 15 contains 9537 members 
Mstep: Class 16 contains 29009 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 7812 members 
Mstep: Class 19 contains 15291 members 
Mstep: Class 20 contains 129227 members 
Mstep: Class 21 contains 6279 members 
Mstep: Class 22 contains 68004 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 234 members 
Mstep: Class 25 contains 2812 members 
Mstep: Class 26 contains 4981 members 
Mstep: Class 27 contains 23952 members 
Mstep: Class 28 contains 7046 members 
Mstep: Class 29 contains 109195 members 
Mstep: Class 30 contains 6388 members 
Mstep: Class 31 contains 15011 members 
Mstep: Class 32 contains 8832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924544.000000 Penalty: 71204.648438
Iteration 95Q: 33 clusters Score -1.089245e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 15532 members 
Mstep: Class 5 contains 1415 members 
Mstep: Class 6 contains 27270 members 
Mstep: Class 7 contains 105139 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 17238 members 
Mstep: Class 10 contains 55486 members 
Mstep: Class 11 contains 141993 members 
Mstep: Class 12 contains 35305 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 9536 members 
Mstep: Class 16 contains 28991 members 
Mstep: Class 17 contains 3790 members 
Mstep: Class 18 contains 7809 members 
Mstep: Class 19 contains 15279 members 
Mstep: Class 20 contains 129228 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 67448 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 234 members 
Mstep: Class 25 contains 2832 members 
Mstep: Class 26 contains 4989 members 
Mstep: Class 27 contains 24033 members 
Mstep: Class 28 contains 7051 members 
Mstep: Class 29 contains 109778 members 
Mstep: Class 30 contains 6388 members 
Mstep: Class 31 contains 15214 members 
Mstep: Class 32 contains 8850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924752.000000 Penalty: 71204.648438
Iteration 96Q: 33 clusters Score -1.089248e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 15529 members 
Mstep: Class 5 contains 1415 members 
Mstep: Class 6 contains 27262 members 
Mstep: Class 7 contains 104812 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 17142 members 
Mstep: Class 10 contains 55556 members 
Mstep: Class 11 contains 141962 members 
Mstep: Class 12 contains 35367 members 
Mstep: Class 13 contains 2278 members 
Mstep: Class 14 contains 5784 members 
Mstep: Class 15 contains 9537 members 
Mstep: Class 16 contains 28966 members 
Mstep: Class 17 contains 3820 members 
Mstep: Class 18 contains 7808 members 
Mstep: Class 19 contains 15266 members 
Mstep: Class 20 contains 129230 members 
Mstep: Class 21 contains 6267 members 
Mstep: Class 22 contains 66856 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 2857 members 
Mstep: Class 26 contains 4991 members 
Mstep: Class 27 contains 24118 members 
Mstep: Class 28 contains 7050 members 
Mstep: Class 29 contains 110410 members 
Mstep: Class 30 contains 6388 members 
Mstep: Class 31 contains 15413 members 
Mstep: Class 32 contains 8862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925120.000000 Penalty: 71204.648438
Iteration 97Q: 33 clusters Score -1.089251e+08 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 15519 members 
Mstep: Class 5 contains 1415 members 
Mstep: Class 6 contains 27267 members 
Mstep: Class 7 contains 104498 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 17033 members 
Mstep: Class 10 contains 55634 members 
Mstep: Class 11 contains 141899 members 
Mstep: Class 12 contains 35408 members 
Mstep: Class 13 contains 2239 members 
Mstep: Class 14 contains 5796 members 
Mstep: Class 15 contains 9538 members 
Mstep: Class 16 contains 28943 members 
Mstep: Class 17 contains 3840 members 
Mstep: Class 18 contains 7811 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 20 contains 129153 members 
Mstep: Class 21 contains 6256 members 
Mstep: Class 22 contains 66275 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 2880 members 
Mstep: Class 26 contains 4997 members 
Mstep: Class 27 contains 24179 members 
Mstep: Class 28 contains 7053 members 
Mstep: Class 29 contains 111174 members 
Mstep: Class 30 contains 6390 members 
Mstep: Class 31 contains 15607 members 
Mstep: Class 32 contains 8876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925864.000000 Penalty: 71204.648438
Iteration 98Q: 33 clusters Score -1.089259e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 1415 members 
Mstep: Class 6 contains 27287 members 
Mstep: Class 7 contains 104205 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 16936 members 
Mstep: Class 10 contains 55698 members 
Mstep: Class 11 contains 141821 members 
Mstep: Class 12 contains 35481 members 
Mstep: Class 13 contains 2195 members 
Mstep: Class 14 contains 5804 members 
Mstep: Class 15 contains 9540 members 
Mstep: Class 16 contains 28914 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 18 contains 7806 members 
Mstep: Class 19 contains 15231 members 
Mstep: Class 20 contains 129029 members 
Mstep: Class 21 contains 6254 members 
Mstep: Class 22 contains 65708 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 2900 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 24236 members 
Mstep: Class 28 contains 7065 members 
Mstep: Class 29 contains 111957 members 
Mstep: Class 30 contains 6389 members 
Mstep: Class 31 contains 15788 members 
Mstep: Class 32 contains 8885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926528.000000 Penalty: 71204.648438
Iteration 99Q: 33 clusters Score -1.089265e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 15503 members 
Mstep: Class 5 contains 1415 members 
Mstep: Class 6 contains 27306 members 
Mstep: Class 7 contains 103932 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 16831 members 
Mstep: Class 10 contains 55738 members 
Mstep: Class 11 contains 141703 members 
Mstep: Class 12 contains 35520 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 5809 members 
Mstep: Class 15 contains 9543 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 7803 members 
Mstep: Class 19 contains 15221 members 
Mstep: Class 20 contains 128919 members 
Mstep: Class 21 contains 6252 members 
Mstep: Class 22 contains 65138 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 2925 members 
Mstep: Class 26 contains 4996 members 
Mstep: Class 27 contains 24299 members 
Mstep: Class 28 contains 7064 members 
Mstep: Class 29 contains 112796 members 
Mstep: Class 30 contains 6390 members 
Mstep: Class 31 contains 15955 members 
Mstep: Class 32 contains 8904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108927144.000000 Penalty: 71204.648438
Iteration 100F: 33 clusters Score -1.089271e+08 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 4964 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 15493 members 
Mstep: Class 5 contains 1415 members 
Mstep: Class 6 contains 27322 members 
Mstep: Class 7 contains 103679 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 16727 members 
Mstep: Class 10 contains 55758 members 
Mstep: Class 11 contains 141583 members 
Mstep: Class 12 contains 35548 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 5819 members 
Mstep: Class 15 contains 9540 members 
Mstep: Class 16 contains 28855 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 7794 members 
Mstep: Class 19 contains 15213 members 
Mstep: Class 20 contains 128803 members 
Mstep: Class 21 contains 6241 members 
Mstep: Class 22 contains 64614 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 2942 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 24371 members 
Mstep: Class 28 contains 7063 members 
Mstep: Class 29 contains 113648 members 
Mstep: Class 30 contains 6389 members 
Mstep: Class 31 contains 16117 members 
Mstep: Class 32 contains 8918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928424.000000 Penalty: 71204.648438
Iteration 101Q: 33 clusters Score -1.089284e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 4951 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 15495 members 
Mstep: Class 5 contains 1415 members 
Mstep: Class 6 contains 27321 members 
Mstep: Class 7 contains 103436 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 16618 members 
Mstep: Class 10 contains 55796 members 
Mstep: Class 11 contains 141464 members 
Mstep: Class 12 contains 35577 members 
Mstep: Class 13 contains 2116 members 
Mstep: Class 14 contains 5827 members 
Mstep: Class 15 contains 9543 members 
Mstep: Class 16 contains 28819 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 7791 members 
Mstep: Class 19 contains 15195 members 
Mstep: Class 20 contains 128674 members 
Mstep: Class 21 contains 6236 members 
Mstep: Class 22 contains 64114 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 2950 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 24453 members 
Mstep: Class 28 contains 7075 members 
Mstep: Class 29 contains 114489 members 
Mstep: Class 30 contains 6388 members 
Mstep: Class 31 contains 16246 members 
Mstep: Class 32 contains 8932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928792.000000 Penalty: 71204.648438
Iteration 102Q: 33 clusters Score -1.089288e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 4953 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 15495 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27336 members 
Mstep: Class 7 contains 103188 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 16509 members 
Mstep: Class 10 contains 55808 members 
Mstep: Class 11 contains 141343 members 
Mstep: Class 12 contains 35587 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 5825 members 
Mstep: Class 15 contains 9544 members 
Mstep: Class 16 contains 28779 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 7792 members 
Mstep: Class 19 contains 15178 members 
Mstep: Class 20 contains 128593 members 
Mstep: Class 21 contains 6227 members 
Mstep: Class 22 contains 63671 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 4987 members 
Mstep: Class 27 contains 24546 members 
Mstep: Class 28 contains 7088 members 
Mstep: Class 29 contains 115266 members 
Mstep: Class 30 contains 6386 members 
Mstep: Class 31 contains 16377 members 
Mstep: Class 32 contains 8945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929280.000000 Penalty: 71204.648438
Iteration 103Q: 33 clusters Score -1.089293e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 4946 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 15485 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 27358 members 
Mstep: Class 7 contains 102994 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 16407 members 
Mstep: Class 10 contains 55848 members 
Mstep: Class 11 contains 141179 members 
Mstep: Class 12 contains 35601 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 5835 members 
Mstep: Class 15 contains 9549 members 
Mstep: Class 16 contains 28752 members 
Mstep: Class 17 contains 3931 members 
Mstep: Class 18 contains 7792 members 
Mstep: Class 19 contains 15149 members 
Mstep: Class 20 contains 128554 members 
Mstep: Class 21 contains 6225 members 
Mstep: Class 22 contains 63282 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 2984 members 
Mstep: Class 26 contains 4979 members 
Mstep: Class 27 contains 24626 members 
Mstep: Class 28 contains 7101 members 
Mstep: Class 29 contains 115929 members 
Mstep: Class 30 contains 6386 members 
Mstep: Class 31 contains 16477 members 
Mstep: Class 32 contains 8959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929480.000000 Penalty: 71204.648438
Iteration 104Q: 33 clusters Score -1.089295e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 4945 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 15488 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 27378 members 
Mstep: Class 7 contains 102815 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 16291 members 
Mstep: Class 10 contains 55853 members 
Mstep: Class 11 contains 141044 members 
Mstep: Class 12 contains 35618 members 
Mstep: Class 13 contains 2040 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 9553 members 
Mstep: Class 16 contains 28724 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 7788 members 
Mstep: Class 19 contains 15138 members 
Mstep: Class 20 contains 128602 members 
Mstep: Class 21 contains 6215 members 
Mstep: Class 22 contains 62895 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 2998 members 
Mstep: Class 26 contains 4980 members 
Mstep: Class 27 contains 24714 members 
Mstep: Class 28 contains 7114 members 
Mstep: Class 29 contains 116490 members 
Mstep: Class 30 contains 6384 members 
Mstep: Class 31 contains 16572 members 
Mstep: Class 32 contains 8973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929816.000000 Penalty: 71204.648438
Iteration 105Q: 33 clusters Score -1.089298e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 4942 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 15489 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 27409 members 
Mstep: Class 7 contains 102642 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 16164 members 
Mstep: Class 10 contains 55871 members 
Mstep: Class 11 contains 140938 members 
Mstep: Class 12 contains 35653 members 
Mstep: Class 13 contains 2019 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 9559 members 
Mstep: Class 16 contains 28699 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 7789 members 
Mstep: Class 19 contains 15125 members 
Mstep: Class 20 contains 128639 members 
Mstep: Class 21 contains 6206 members 
Mstep: Class 22 contains 62559 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 3010 members 
Mstep: Class 26 contains 4983 members 
Mstep: Class 27 contains 24805 members 
Mstep: Class 28 contains 7127 members 
Mstep: Class 29 contains 116957 members 
Mstep: Class 30 contains 6383 members 
Mstep: Class 31 contains 16649 members 
Mstep: Class 32 contains 8982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108930320.000000 Penalty: 71204.648438
Iteration 106Q: 33 clusters Score -1.089303e+08 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 4938 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 15498 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27436 members 
Mstep: Class 7 contains 102453 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 16046 members 
Mstep: Class 10 contains 55904 members 
Mstep: Class 11 contains 140823 members 
Mstep: Class 12 contains 35657 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 9570 members 
Mstep: Class 16 contains 28674 members 
Mstep: Class 17 contains 3958 members 
Mstep: Class 18 contains 7788 members 
Mstep: Class 19 contains 15116 members 
Mstep: Class 20 contains 128703 members 
Mstep: Class 21 contains 6196 members 
Mstep: Class 22 contains 62253 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 4984 members 
Mstep: Class 27 contains 24893 members 
Mstep: Class 28 contains 7134 members 
Mstep: Class 29 contains 117386 members 
Mstep: Class 30 contains 6380 members 
Mstep: Class 31 contains 16727 members 
Mstep: Class 32 contains 8994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108930600.000000 Penalty: 71204.648438
Iteration 107Q: 33 clusters Score -1.089306e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 4932 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 15501 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27468 members 
Mstep: Class 7 contains 102292 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 15948 members 
Mstep: Class 10 contains 55929 members 
Mstep: Class 11 contains 140715 members 
Mstep: Class 12 contains 35652 members 
Mstep: Class 13 contains 1992 members 
Mstep: Class 14 contains 5845 members 
Mstep: Class 15 contains 9575 members 
Mstep: Class 16 contains 28644 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 7792 members 
Mstep: Class 19 contains 15105 members 
Mstep: Class 20 contains 128757 members 
Mstep: Class 21 contains 6194 members 
Mstep: Class 22 contains 61988 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 4982 members 
Mstep: Class 27 contains 24972 members 
Mstep: Class 28 contains 7142 members 
Mstep: Class 29 contains 117755 members 
Mstep: Class 30 contains 6380 members 
Mstep: Class 31 contains 16804 members 
Mstep: Class 32 contains 9016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931168.000000 Penalty: 71204.648438
Iteration 108Q: 33 clusters Score -1.089312e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 15505 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27494 members 
Mstep: Class 7 contains 102138 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 15837 members 
Mstep: Class 10 contains 55962 members 
Mstep: Class 11 contains 140639 members 
Mstep: Class 12 contains 35683 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 5857 members 
Mstep: Class 15 contains 9588 members 
Mstep: Class 16 contains 28611 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 7791 members 
Mstep: Class 19 contains 15094 members 
Mstep: Class 20 contains 128821 members 
Mstep: Class 21 contains 6189 members 
Mstep: Class 22 contains 61707 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 3041 members 
Mstep: Class 26 contains 4977 members 
Mstep: Class 27 contains 25054 members 
Mstep: Class 28 contains 7147 members 
Mstep: Class 29 contains 118071 members 
Mstep: Class 30 contains 6380 members 
Mstep: Class 31 contains 16877 members 
Mstep: Class 32 contains 9035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931552.000000 Penalty: 71204.648438
Iteration 109Q: 33 clusters Score -1.089316e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 4910 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 15509 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27516 members 
Mstep: Class 7 contains 101986 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 15719 members 
Mstep: Class 10 contains 55974 members 
Mstep: Class 11 contains 140584 members 
Mstep: Class 12 contains 35723 members 
Mstep: Class 13 contains 1958 members 
Mstep: Class 14 contains 5867 members 
Mstep: Class 15 contains 9600 members 
Mstep: Class 16 contains 28575 members 
Mstep: Class 17 contains 3982 members 
Mstep: Class 18 contains 7789 members 
Mstep: Class 19 contains 15084 members 
Mstep: Class 20 contains 128918 members 
Mstep: Class 21 contains 6186 members 
Mstep: Class 22 contains 61441 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 3054 members 
Mstep: Class 26 contains 4975 members 
Mstep: Class 27 contains 25137 members 
Mstep: Class 28 contains 7150 members 
Mstep: Class 29 contains 118348 members 
Mstep: Class 30 contains 6380 members 
Mstep: Class 31 contains 16944 members 
Mstep: Class 32 contains 9058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931408.000000 Penalty: 71204.648438
Iteration 110Q: 33 clusters Score -1.089314e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 4899 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 27542 members 
Mstep: Class 7 contains 101825 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 15601 members 
Mstep: Class 10 contains 55989 members 
Mstep: Class 11 contains 140524 members 
Mstep: Class 12 contains 35761 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 5885 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 28538 members 
Mstep: Class 17 contains 3995 members 
Mstep: Class 18 contains 7787 members 
Mstep: Class 19 contains 15068 members 
Mstep: Class 20 contains 129025 members 
Mstep: Class 21 contains 6186 members 
Mstep: Class 22 contains 61189 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 3066 members 
Mstep: Class 26 contains 4973 members 
Mstep: Class 27 contains 25230 members 
Mstep: Class 28 contains 7151 members 
Mstep: Class 29 contains 118580 members 
Mstep: Class 30 contains 6380 members 
Mstep: Class 31 contains 17017 members 
Mstep: Class 32 contains 9078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931672.000000 Penalty: 71204.648438
Iteration 111Q: 33 clusters Score -1.089317e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 4897 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 15515 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 27564 members 
Mstep: Class 7 contains 101694 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 15503 members 
Mstep: Class 10 contains 55960 members 
Mstep: Class 11 contains 140484 members 
Mstep: Class 12 contains 35828 members 
Mstep: Class 13 contains 1936 members 
Mstep: Class 14 contains 5887 members 
Mstep: Class 15 contains 9631 members 
Mstep: Class 16 contains 28506 members 
Mstep: Class 17 contains 4007 members 
Mstep: Class 18 contains 7792 members 
Mstep: Class 19 contains 15063 members 
Mstep: Class 20 contains 129128 members 
Mstep: Class 21 contains 6186 members 
Mstep: Class 22 contains 60924 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 3076 members 
Mstep: Class 26 contains 4966 members 
Mstep: Class 27 contains 25311 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 118790 members 
Mstep: Class 30 contains 6380 members 
Mstep: Class 31 contains 17075 members 
Mstep: Class 32 contains 9086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931760.000000 Penalty: 71204.648438
Iteration 112Q: 33 clusters Score -1.089318e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 4894 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 15528 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27586 members 
Mstep: Class 7 contains 101571 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 15416 members 
Mstep: Class 10 contains 55925 members 
Mstep: Class 11 contains 140454 members 
Mstep: Class 12 contains 35885 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 9642 members 
Mstep: Class 16 contains 28469 members 
Mstep: Class 17 contains 4012 members 
Mstep: Class 18 contains 7792 members 
Mstep: Class 19 contains 15058 members 
Mstep: Class 20 contains 129272 members 
Mstep: Class 21 contains 6187 members 
Mstep: Class 22 contains 60658 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 3089 members 
Mstep: Class 26 contains 4960 members 
Mstep: Class 27 contains 25395 members 
Mstep: Class 28 contains 7152 members 
Mstep: Class 29 contains 118945 members 
Mstep: Class 30 contains 6381 members 
Mstep: Class 31 contains 17146 members 
Mstep: Class 32 contains 9094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931904.000000 Penalty: 71204.648438
Iteration 113Q: 33 clusters Score -1.089319e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 4891 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 15537 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27609 members 
Mstep: Class 7 contains 101464 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 15301 members 
Mstep: Class 10 contains 55892 members 
Mstep: Class 11 contains 140431 members 
Mstep: Class 12 contains 35943 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 5912 members 
Mstep: Class 15 contains 9653 members 
Mstep: Class 16 contains 28429 members 
Mstep: Class 17 contains 4021 members 
Mstep: Class 18 contains 7792 members 
Mstep: Class 19 contains 15047 members 
Mstep: Class 20 contains 129391 members 
Mstep: Class 21 contains 6190 members 
Mstep: Class 22 contains 60405 members 
Mstep: Class 23 contains 2623 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 3109 members 
Mstep: Class 26 contains 4954 members 
Mstep: Class 27 contains 25480 members 
Mstep: Class 28 contains 7142 members 
Mstep: Class 29 contains 119116 members 
Mstep: Class 30 contains 6382 members 
Mstep: Class 31 contains 17206 members 
Mstep: Class 32 contains 9103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931864.000000 Penalty: 71204.648438
Iteration 114Q: 33 clusters Score -1.089319e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 15547 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27635 members 
Mstep: Class 7 contains 101357 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 15170 members 
Mstep: Class 10 contains 55870 members 
Mstep: Class 11 contains 140417 members 
Mstep: Class 12 contains 36011 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 5924 members 
Mstep: Class 15 contains 9663 members 
Mstep: Class 16 contains 28384 members 
Mstep: Class 17 contains 4028 members 
Mstep: Class 18 contains 7796 members 
Mstep: Class 19 contains 15046 members 
Mstep: Class 20 contains 129494 members 
Mstep: Class 21 contains 6186 members 
Mstep: Class 22 contains 60162 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 3129 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 25563 members 
Mstep: Class 28 contains 7126 members 
Mstep: Class 29 contains 119298 members 
Mstep: Class 30 contains 6386 members 
Mstep: Class 31 contains 17264 members 
Mstep: Class 32 contains 9121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108932176.000000 Penalty: 71204.648438
Iteration 115Q: 33 clusters Score -1.089322e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 4880 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 15558 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27662 members 
Mstep: Class 7 contains 101246 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 15062 members 
Mstep: Class 10 contains 55867 members 
Mstep: Class 11 contains 140424 members 
Mstep: Class 12 contains 36028 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 5931 members 
Mstep: Class 15 contains 9668 members 
Mstep: Class 16 contains 28343 members 
Mstep: Class 17 contains 4037 members 
Mstep: Class 18 contains 7801 members 
Mstep: Class 19 contains 15037 members 
Mstep: Class 20 contains 129575 members 
Mstep: Class 21 contains 6183 members 
Mstep: Class 22 contains 59945 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 4947 members 
Mstep: Class 27 contains 25656 members 
Mstep: Class 28 contains 7113 members 
Mstep: Class 29 contains 119457 members 
Mstep: Class 30 contains 6384 members 
Mstep: Class 31 contains 17312 members 
Mstep: Class 32 contains 9138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108932536.000000 Penalty: 71204.648438
Iteration 116Q: 33 clusters Score -1.089325e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 4880 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 15571 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 27680 members 
Mstep: Class 7 contains 101139 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 14956 members 
Mstep: Class 10 contains 55862 members 
Mstep: Class 11 contains 140426 members 
Mstep: Class 12 contains 36034 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 5933 members 
Mstep: Class 15 contains 9675 members 
Mstep: Class 16 contains 28314 members 
Mstep: Class 17 contains 4041 members 
Mstep: Class 18 contains 7805 members 
Mstep: Class 19 contains 15035 members 
Mstep: Class 20 contains 129681 members 
Mstep: Class 21 contains 6182 members 
Mstep: Class 22 contains 59748 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 3167 members 
Mstep: Class 26 contains 4945 members 
Mstep: Class 27 contains 25738 members 
Mstep: Class 28 contains 7103 members 
Mstep: Class 29 contains 119605 members 
Mstep: Class 30 contains 6385 members 
Mstep: Class 31 contains 17348 members 
Mstep: Class 32 contains 9157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108932456.000000 Penalty: 71204.648438
Iteration 117Q: 33 clusters Score -1.089325e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 4871 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 15584 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 27690 members 
Mstep: Class 7 contains 101047 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 14845 members 
Mstep: Class 10 contains 55869 members 
Mstep: Class 11 contains 140415 members 
Mstep: Class 12 contains 36041 members 
Mstep: Class 13 contains 1882 members 
Mstep: Class 14 contains 5939 members 
Mstep: Class 15 contains 9686 members 
Mstep: Class 16 contains 28280 members 
Mstep: Class 17 contains 4041 members 
Mstep: Class 18 contains 7805 members 
Mstep: Class 19 contains 15030 members 
Mstep: Class 20 contains 129775 members 
Mstep: Class 21 contains 6184 members 
Mstep: Class 22 contains 59560 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 3191 members 
Mstep: Class 26 contains 4939 members 
Mstep: Class 27 contains 25825 members 
Mstep: Class 28 contains 7089 members 
Mstep: Class 29 contains 119754 members 
Mstep: Class 30 contains 6383 members 
Mstep: Class 31 contains 17391 members 
Mstep: Class 32 contains 9186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108932616.000000 Penalty: 71204.648438
Iteration 118Q: 33 clusters Score -1.089326e+08 nChanged 1000
Entering ConstructFrom: 
Score: -108932616.000000 Penalty: 71204.648438
Entering ConstructFrom: 
Trying to split cluster 1 (21282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Entering Unmasked Estep 
Score: -2672085.000000 Penalty: 1619.412842
	Iteration 0F: 2 clusters Score -2672085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2657801.250000 Penalty: 3238.825684
	Iteration 0F: 3 clusters Score -2657801 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2663070.000000 Penalty: 3238.825684
	Iteration 1F: 3 clusters Score -2663070 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2663382.500000 Penalty: 3238.825684
	Iteration 2Q: 3 clusters Score -2663382 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2663670.250000 Penalty: 3238.825684
	Iteration 3Q: 3 clusters Score -2663670 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2663937.500000 Penalty: 3238.825684
	Iteration 4Q: 3 clusters Score -2663938 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2664202.500000 Penalty: 3238.825684
	Iteration 5Q: 3 clusters Score -2664202 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2664513.500000 Penalty: 3238.825684
	Iteration 6Q: 3 clusters Score -2664514 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2664836.500000 Penalty: 3238.825684
	Iteration 7Q: 3 clusters Score -2664836 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2665187.250000 Penalty: 3238.825684
	Iteration 8Q: 3 clusters Score -2665187 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2665473.250000 Penalty: 3238.825684
	Iteration 9Q: 3 clusters Score -2665473 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2665799.250000 Penalty: 3238.825684
	Iteration 10Q: 3 clusters Score -2665799 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2666151.750000 Penalty: 3238.825684
	Iteration 11Q: 3 clusters Score -2666152 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2666518.000000 Penalty: 3238.825684
	Iteration 12Q: 3 clusters Score -2666518 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2666843.250000 Penalty: 3238.825684
	Iteration 13Q: 3 clusters Score -2666843 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2667176.000000 Penalty: 3238.825684
	Iteration 14Q: 3 clusters Score -2667176 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2667489.750000 Penalty: 3238.825684
	Iteration 15Q: 3 clusters Score -2667490 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2667723.000000 Penalty: 3238.825684
	Iteration 16Q: 3 clusters Score -2667723 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2667896.750000 Penalty: 3238.825684
	Iteration 17Q: 3 clusters Score -2667897 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2668004.750000 Penalty: 3238.825684
	Iteration 18Q: 3 clusters Score -2668005 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2668088.750000 Penalty: 3238.825684
	Iteration 19Q: 3 clusters Score -2668089 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2668180.500000 Penalty: 3238.825684
	Iteration 20F: 3 clusters Score -2668180 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2668248.000000 Penalty: 3238.825684
	Iteration 21Q: 3 clusters Score -2668248 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2668277.750000 Penalty: 3238.825684
	Iteration 22Q: 3 clusters Score -2668278 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2668313.000000 Penalty: 3238.825684
	Iteration 23Q: 3 clusters Score -2668313 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2668344.750000 Penalty: 3238.825684
	Iteration 24Q: 3 clusters Score -2668345 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2668363.500000 Penalty: 3238.825684
	Iteration 25Q: 3 clusters Score -2668364 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2668385.500000 Penalty: 3238.825684
	Iteration 26Q: 3 clusters Score -2668386 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2668402.000000 Penalty: 3238.825684
	Iteration 27Q: 3 clusters Score -2668402 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2668425.750000 Penalty: 3238.825684
	Iteration 28Q: 3 clusters Score -2668426 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2668448.750000 Penalty: 3238.825684
	Iteration 29Q: 3 clusters Score -2668449 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2668458.750000 Penalty: 3238.825684
	Iteration 30Q: 3 clusters Score -2668459 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2668474.500000 Penalty: 3238.825684
	Iteration 31Q: 3 clusters Score -2668474 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2668495.750000 Penalty: 3238.825684
	Iteration 32Q: 3 clusters Score -2668496 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2668502.750000 Penalty: 3238.825684
	Iteration 33Q: 3 clusters Score -2668503 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2668524.000000 Penalty: 3238.825684
	Iteration 34Q: 3 clusters Score -2668524 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2668543.500000 Penalty: 3238.825684
	Iteration 35Q: 3 clusters Score -2668544 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2668560.000000 Penalty: 3238.825684
	Iteration 36Q: 3 clusters Score -2668560 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2668579.500000 Penalty: 3238.825684
	Iteration 37Q: 3 clusters Score -2668580 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2668612.750000 Penalty: 3238.825684
	Iteration 38Q: 3 clusters Score -2668613 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2668647.500000 Penalty: 3238.825684
	Iteration 39Q: 3 clusters Score -2668648 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2668674.500000 Penalty: 3238.825684
	Iteration 40F: 3 clusters Score -2668674 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2668731.500000 Penalty: 3238.825684
	Iteration 41Q: 3 clusters Score -2668732 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2668757.500000 Penalty: 3238.825684
	Iteration 42Q: 3 clusters Score -2668758 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2668805.750000 Penalty: 3238.825684
	Iteration 43Q: 3 clusters Score -2668806 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2668851.000000 Penalty: 3238.825684
	Iteration 44Q: 3 clusters Score -2668851 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2668880.250000 Penalty: 3238.825684
	Iteration 45Q: 3 clusters Score -2668880 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2668921.000000 Penalty: 3238.825684
	Iteration 46Q: 3 clusters Score -2668921 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2668943.750000 Penalty: 3238.825684
	Iteration 47Q: 3 clusters Score -2668944 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2668982.500000 Penalty: 3238.825684
	Iteration 48Q: 3 clusters Score -2668982 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2669020.250000 Penalty: 3238.825684
	Iteration 49Q: 3 clusters Score -2669020 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2669085.750000 Penalty: 3238.825684
	Iteration 50Q: 3 clusters Score -2669086 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2669140.500000 Penalty: 3238.825684
	Iteration 51Q: 3 clusters Score -2669140 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2669208.500000 Penalty: 3238.825684
	Iteration 52Q: 3 clusters Score -2669208 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2669265.500000 Penalty: 3238.825684
	Iteration 53Q: 3 clusters Score -2669266 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2669337.500000 Penalty: 3238.825684
	Iteration 54Q: 3 clusters Score -2669338 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2669408.000000 Penalty: 3238.825684
	Iteration 55Q: 3 clusters Score -2669408 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2669456.000000 Penalty: 3238.825684
	Iteration 56Q: 3 clusters Score -2669456 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2669519.000000 Penalty: 3238.825684
	Iteration 57Q: 3 clusters Score -2669519 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2669584.000000 Penalty: 3238.825684
	Iteration 58Q: 3 clusters Score -2669584 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2669628.000000 Penalty: 3238.825684
	Iteration 59Q: 3 clusters Score -2669628 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2669698.250000 Penalty: 3238.825684
	Iteration 60F: 3 clusters Score -2669698 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2669775.750000 Penalty: 3238.825684
	Iteration 61Q: 3 clusters Score -2669776 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2669871.250000 Penalty: 3238.825684
	Iteration 62Q: 3 clusters Score -2669871 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2669940.750000 Penalty: 3238.825684
	Iteration 63Q: 3 clusters Score -2669941 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2670038.000000 Penalty: 3238.825684
	Iteration 64Q: 3 clusters Score -2670038 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2670107.250000 Penalty: 3238.825684
	Iteration 65Q: 3 clusters Score -2670107 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2670178.750000 Penalty: 3238.825684
	Iteration 66Q: 3 clusters Score -2670179 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2670261.250000 Penalty: 3238.825684
	Iteration 67Q: 3 clusters Score -2670261 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2670332.500000 Penalty: 3238.825684
	Iteration 68Q: 3 clusters Score -2670332 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2670411.750000 Penalty: 3238.825684
	Iteration 69Q: 3 clusters Score -2670412 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2670463.500000 Penalty: 3238.825684
	Iteration 70Q: 3 clusters Score -2670464 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2670504.500000 Penalty: 3238.825684
	Iteration 71Q: 3 clusters Score -2670504 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2670531.000000 Penalty: 3238.825684
	Iteration 72Q: 3 clusters Score -2670531 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2670570.500000 Penalty: 3238.825684
	Iteration 73Q: 3 clusters Score -2670570 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2670588.500000 Penalty: 3238.825684
	Iteration 74Q: 3 clusters Score -2670588 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2670602.250000 Penalty: 3238.825684
	Iteration 75Q: 3 clusters Score -2670602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2670603.250000 Penalty: 3238.825684
	Iteration 76Q: 3 clusters Score -2670603 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2670611.250000 Penalty: 3238.825684
	Iteration 77Q: 3 clusters Score -2670611 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2670619.500000 Penalty: 3238.825684
	Iteration 78Q: 3 clusters Score -2670620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2670617.750000 Penalty: 3238.825684
	Iteration 79Q: 3 clusters Score -2670618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2670624.250000 Penalty: 3238.825684
	Iteration 80F: 3 clusters Score -2670624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2670624.000000 Penalty: 3238.825684
	Iteration 81Q: 3 clusters Score -2670624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2670628.500000 Penalty: 3238.825684
	Iteration 82Q: 3 clusters Score -2670628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2670636.750000 Penalty: 3238.825684
	Iteration 83Q: 3 clusters Score -2670637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2670638.000000 Penalty: 3238.825684
	Iteration 84Q: 3 clusters Score -2670638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2670642.500000 Penalty: 3238.825684
	Iteration 85Q: 3 clusters Score -2670642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2670644.500000 Penalty: 3238.825684
	Iteration 86Q: 3 clusters Score -2670644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2670652.750000 Penalty: 3238.825684
	Iteration 87Q: 3 clusters Score -2670653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2670659.000000 Penalty: 3238.825684
	Iteration 88Q: 3 clusters Score -2670659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2670667.500000 Penalty: 3238.825684
	Iteration 89Q: 3 clusters Score -2670668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2670665.250000 Penalty: 3238.825684
	Iteration 90Q: 3 clusters Score -2670665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2670666.250000 Penalty: 3238.825684
	Iteration 91Q: 3 clusters Score -2670666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2670672.000000 Penalty: 3238.825684
	Iteration 92Q: 3 clusters Score -2670672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2670674.500000 Penalty: 3238.825684
	Iteration 93Q: 3 clusters Score -2670674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2670674.500000 Penalty: 3238.825684
	Iteration 94Q: 3 clusters Score -2670674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2670670.500000 Penalty: 3238.825684
	Iteration 95Q: 3 clusters Score -2670670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2670672.500000 Penalty: 3238.825684
	Iteration 96Q: 3 clusters Score -2670672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2670669.000000 Penalty: 3238.825684
	Iteration 97Q: 3 clusters Score -2670669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2670668.000000 Penalty: 3238.825684
	Iteration 98Q: 3 clusters Score -2670668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2670667.500000 Penalty: 3238.825684
	Iteration 99Q: 3 clusters Score -2670668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2670675.000000 Penalty: 3238.825684
	Iteration 100F: 3 clusters Score -2670675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2670676.000000 Penalty: 3238.825684
	Iteration 101Q: 3 clusters Score -2670676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2670676.750000 Penalty: 3238.825684
	Iteration 102Q: 3 clusters Score -2670677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2670673.750000 Penalty: 3238.825684
	Iteration 103Q: 3 clusters Score -2670674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2670675.000000 Penalty: 3238.825684
	Iteration 104Q: 3 clusters Score -2670675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2670676.250000 Penalty: 3238.825684
	Iteration 105Q: 3 clusters Score -2670676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2670673.250000 Penalty: 3238.825684
	Iteration 106Q: 3 clusters Score -2670673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2670676.000000 Penalty: 3238.825684
	Iteration 107Q: 3 clusters Score -2670676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2670676.000000 Penalty: 3238.825684
	Iteration 108Q: 3 clusters Score -2670676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2670680.000000 Penalty: 3238.825684
	Iteration 109Q: 3 clusters Score -2670680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2670679.750000 Penalty: 3238.825684
	Iteration 110Q: 3 clusters Score -2670680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2670675.750000 Penalty: 3238.825684
	Iteration 111Q: 3 clusters Score -2670676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2670679.750000 Penalty: 3238.825684
	Iteration 112Q: 3 clusters Score -2670680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2670680.000000 Penalty: 3238.825684
	Iteration 113Q: 3 clusters Score -2670680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2670677.750000 Penalty: 3238.825684
	Iteration 114Q: 3 clusters Score -2670678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2670678.000000 Penalty: 3238.825684
	Iteration 115Q: 3 clusters Score -2670678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2670680.250000 Penalty: 3238.825684
	Iteration 116Q: 3 clusters Score -2670680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2670680.250000 Penalty: 3238.825684
	Iteration 117F: 3 clusters Score -2670680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Entering Unmasked Estep 
Score: -613002.500000 Penalty: 1379.261719
	Iteration 0F: 2 clusters Score -613002.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -609142.812500 Penalty: 2758.523438
	Iteration 0F: 3 clusters Score -609142.8 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -610138.000000 Penalty: 2758.523438
	Iteration 1F: 3 clusters Score -610138 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -610317.187500 Penalty: 2758.523438
	Iteration 2F: 3 clusters Score -610317.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -610458.062500 Penalty: 2758.523438
	Iteration 3F: 3 clusters Score -610458.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -610575.687500 Penalty: 2758.523438
	Iteration 4Q: 3 clusters Score -610575.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -610674.500000 Penalty: 2758.523438
	Iteration 5Q: 3 clusters Score -610674.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -610767.312500 Penalty: 2758.523438
	Iteration 6Q: 3 clusters Score -610767.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -610853.875000 Penalty: 2758.523438
	Iteration 7Q: 3 clusters Score -610853.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -610921.250000 Penalty: 2758.523438
	Iteration 8Q: 3 clusters Score -610921.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -611000.062500 Penalty: 2758.523438
	Iteration 9Q: 3 clusters Score -611000.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -611076.125000 Penalty: 2758.523438
	Iteration 10Q: 3 clusters Score -611076.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -611146.750000 Penalty: 2758.523438
	Iteration 11Q: 3 clusters Score -611146.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -611213.125000 Penalty: 2758.523438
	Iteration 12Q: 3 clusters Score -611213.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -611287.812500 Penalty: 2758.523438
	Iteration 13Q: 3 clusters Score -611287.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -611344.687500 Penalty: 2758.523438
	Iteration 14Q: 3 clusters Score -611344.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -611403.625000 Penalty: 2758.523438
	Iteration 15Q: 3 clusters Score -611403.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -611455.687500 Penalty: 2758.523438
	Iteration 16Q: 3 clusters Score -611455.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -611499.375000 Penalty: 2758.523438
	Iteration 17Q: 3 clusters Score -611499.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -611537.687500 Penalty: 2758.523438
	Iteration 18Q: 3 clusters Score -611537.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -611575.437500 Penalty: 2758.523438
	Iteration 19Q: 3 clusters Score -611575.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -611608.312500 Penalty: 2758.523438
	Iteration 20F: 3 clusters Score -611608.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -611636.250000 Penalty: 2758.523438
	Iteration 21Q: 3 clusters Score -611636.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -611651.500000 Penalty: 2758.523438
	Iteration 22Q: 3 clusters Score -611651.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -611665.562500 Penalty: 2758.523438
	Iteration 23Q: 3 clusters Score -611665.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -611683.062500 Penalty: 2758.523438
	Iteration 24Q: 3 clusters Score -611683.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -611695.375000 Penalty: 2758.523438
	Iteration 25Q: 3 clusters Score -611695.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -611702.687500 Penalty: 2758.523438
	Iteration 26Q: 3 clusters Score -611702.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -611713.750000 Penalty: 2758.523438
	Iteration 27Q: 3 clusters Score -611713.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -611722.812500 Penalty: 2758.523438
	Iteration 28Q: 3 clusters Score -611722.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -611730.062500 Penalty: 2758.523438
	Iteration 29Q: 3 clusters Score -611730.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -611737.000000 Penalty: 2758.523438
	Iteration 30Q: 3 clusters Score -611737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -611742.125000 Penalty: 2758.523438
	Iteration 31Q: 3 clusters Score -611742.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -611743.625000 Penalty: 2758.523438
	Iteration 32Q: 3 clusters Score -611743.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -611747.000000 Penalty: 2758.523438
	Iteration 33Q: 3 clusters Score -611747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -611750.062500 Penalty: 2758.523438
	Iteration 34Q: 3 clusters Score -611750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -611751.937500 Penalty: 2758.523438
	Iteration 35Q: 3 clusters Score -611751.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -611755.500000 Penalty: 2758.523438
	Iteration 36Q: 3 clusters Score -611755.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -611757.812500 Penalty: 2758.523438
	Iteration 37Q: 3 clusters Score -611757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -611761.875000 Penalty: 2758.523438
	Iteration 38Q: 3 clusters Score -611761.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -611762.875000 Penalty: 2758.523438
	Iteration 39Q: 3 clusters Score -611762.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -611765.250000 Penalty: 2758.523438
	Iteration 40F: 3 clusters Score -611765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -611767.062500 Penalty: 2758.523438
	Iteration 41Q: 3 clusters Score -611767.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -611769.312500 Penalty: 2758.523438
	Iteration 42Q: 3 clusters Score -611769.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -611770.875000 Penalty: 2758.523438
	Iteration 43Q: 3 clusters Score -611770.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -611773.000000 Penalty: 2758.523438
	Iteration 44Q: 3 clusters Score -611773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -611774.125000 Penalty: 2758.523438
	Iteration 45Q: 3 clusters Score -611774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -611774.062500 Penalty: 2758.523438
	Iteration 46Q: 3 clusters Score -611774.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -611774.062500 Penalty: 2758.523438
	Iteration 47F: 3 clusters Score -611774.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -47565.644531 Penalty: 998.430176
	Iteration 0F: 2 clusters Score -47565.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46590.914062 Penalty: 1996.860352
	Iteration 0F: 3 clusters Score -46590.91 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46799.046875 Penalty: 1996.860352
	Iteration 1F: 3 clusters Score -46799.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46840.652344 Penalty: 1996.860352
	Iteration 2F: 3 clusters Score -46840.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46854.554688 Penalty: 1996.860352
	Iteration 3Q: 3 clusters Score -46854.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46865.519531 Penalty: 1996.860352
	Iteration 4Q: 3 clusters Score -46865.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46877.476562 Penalty: 1996.860352
	Iteration 5Q: 3 clusters Score -46877.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46885.300781 Penalty: 1996.860352
	Iteration 6Q: 3 clusters Score -46885.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46888.132812 Penalty: 1996.860352
	Iteration 7Q: 3 clusters Score -46888.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46896.519531 Penalty: 1996.860352
	Iteration 8Q: 3 clusters Score -46896.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46900.750000 Penalty: 1996.860352
	Iteration 9Q: 3 clusters Score -46900.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46903.136719 Penalty: 1996.860352
	Iteration 10Q: 3 clusters Score -46903.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46904.582031 Penalty: 1996.860352
	Iteration 11Q: 3 clusters Score -46904.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46906.148438 Penalty: 1996.860352
	Iteration 12Q: 3 clusters Score -46906.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46912.234375 Penalty: 1996.860352
	Iteration 13Q: 3 clusters Score -46912.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46915.058594 Penalty: 1996.860352
	Iteration 14Q: 3 clusters Score -46915.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46915.058594 Penalty: 1996.860352
	Iteration 15F: 3 clusters Score -46915.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Entering Unmasked Estep 
Score: -1997692.875000 Penalty: 1568.858398
	Iteration 0F: 2 clusters Score -1997693 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 7872 members 
Entering Unmasked Estep 
Score: -1986933.750000 Penalty: 3137.716797
	Iteration 0F: 3 clusters Score -1986934 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1990870.875000 Penalty: 3137.716797
	Iteration 1F: 3 clusters Score -1990871 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1991382.625000 Penalty: 3137.716797
	Iteration 2F: 3 clusters Score -1991383 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1991960.375000 Penalty: 3137.716797
	Iteration 3F: 3 clusters Score -1991960 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1992664.625000 Penalty: 3137.716797
	Iteration 4F: 3 clusters Score -1992665 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1993464.750000 Penalty: 3137.716797
	Iteration 5F: 3 clusters Score -1993465 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1994236.875000 Penalty: 3137.716797
	Iteration 6F: 3 clusters Score -1994237 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1994918.500000 Penalty: 3137.716797
	Iteration 7Q: 3 clusters Score -1994918 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1995374.250000 Penalty: 3137.716797
	Iteration 8Q: 3 clusters Score -1995374 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1995642.750000 Penalty: 3137.716797
	Iteration 9Q: 3 clusters Score -1995643 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1995796.250000 Penalty: 3137.716797
	Iteration 10Q: 3 clusters Score -1995796 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1995886.500000 Penalty: 3137.716797
	Iteration 11Q: 3 clusters Score -1995886 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1995936.250000 Penalty: 3137.716797
	Iteration 12Q: 3 clusters Score -1995936 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1995972.375000 Penalty: 3137.716797
	Iteration 13Q: 3 clusters Score -1995972 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1996016.125000 Penalty: 3137.716797
	Iteration 14Q: 3 clusters Score -1996016 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1996054.750000 Penalty: 3137.716797
	Iteration 15Q: 3 clusters Score -1996055 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1996093.500000 Penalty: 3137.716797
	Iteration 16Q: 3 clusters Score -1996094 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1996142.875000 Penalty: 3137.716797
	Iteration 17Q: 3 clusters Score -1996143 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1996193.125000 Penalty: 3137.716797
	Iteration 18Q: 3 clusters Score -1996193 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1996236.125000 Penalty: 3137.716797
	Iteration 19Q: 3 clusters Score -1996236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1996276.750000 Penalty: 3137.716797
	Iteration 20F: 3 clusters Score -1996277 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1996313.625000 Penalty: 3137.716797
	Iteration 21Q: 3 clusters Score -1996314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1996351.875000 Penalty: 3137.716797
	Iteration 22Q: 3 clusters Score -1996352 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1996395.750000 Penalty: 3137.716797
	Iteration 23Q: 3 clusters Score -1996396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1996458.125000 Penalty: 3137.716797
	Iteration 24Q: 3 clusters Score -1996458 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1996508.750000 Penalty: 3137.716797
	Iteration 25Q: 3 clusters Score -1996509 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1996543.500000 Penalty: 3137.716797
	Iteration 26Q: 3 clusters Score -1996544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1996557.000000 Penalty: 3137.716797
	Iteration 27Q: 3 clusters Score -1996557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1996569.125000 Penalty: 3137.716797
	Iteration 28Q: 3 clusters Score -1996569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1996583.250000 Penalty: 3137.716797
	Iteration 29Q: 3 clusters Score -1996583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1996593.000000 Penalty: 3137.716797
	Iteration 30Q: 3 clusters Score -1996593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1996600.625000 Penalty: 3137.716797
	Iteration 31Q: 3 clusters Score -1996601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1996611.750000 Penalty: 3137.716797
	Iteration 32Q: 3 clusters Score -1996612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1996620.250000 Penalty: 3137.716797
	Iteration 33Q: 3 clusters Score -1996620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1996619.875000 Penalty: 3137.716797
	Iteration 34Q: 3 clusters Score -1996620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1996624.625000 Penalty: 3137.716797
	Iteration 35Q: 3 clusters Score -1996625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1996625.625000 Penalty: 3137.716797
	Iteration 36Q: 3 clusters Score -1996626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1996627.625000 Penalty: 3137.716797
	Iteration 37Q: 3 clusters Score -1996628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1996629.750000 Penalty: 3137.716797
	Iteration 38Q: 3 clusters Score -1996630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1996634.500000 Penalty: 3137.716797
	Iteration 39Q: 3 clusters Score -1996634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1996633.750000 Penalty: 3137.716797
	Iteration 40F: 3 clusters Score -1996634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1996632.250000 Penalty: 3137.716797
	Iteration 41Q: 3 clusters Score -1996632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1996632.250000 Penalty: 3137.716797
	Iteration 42F: 3 clusters Score -1996632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Entering Unmasked Estep 
Score: -170878.875000 Penalty: 1179.262939
	Iteration 0F: 2 clusters Score -170878.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -169162.359375 Penalty: 2358.525879
	Iteration 0F: 3 clusters Score -169162.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -169514.515625 Penalty: 2358.525879
	Iteration 1F: 3 clusters Score -169514.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -169606.531250 Penalty: 2358.525879
	Iteration 2F: 3 clusters Score -169606.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -169655.359375 Penalty: 2358.525879
	Iteration 3Q: 3 clusters Score -169655.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -169683.859375 Penalty: 2358.525879
	Iteration 4Q: 3 clusters Score -169683.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -169698.640625 Penalty: 2358.525879
	Iteration 5Q: 3 clusters Score -169698.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -169710.062500 Penalty: 2358.525879
	Iteration 6Q: 3 clusters Score -169710.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -169718.906250 Penalty: 2358.525879
	Iteration 7Q: 3 clusters Score -169718.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -169726.359375 Penalty: 2358.525879
	Iteration 8Q: 3 clusters Score -169726.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -169734.765625 Penalty: 2358.525879
	Iteration 9Q: 3 clusters Score -169734.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -169741.750000 Penalty: 2358.525879
	Iteration 10Q: 3 clusters Score -169741.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -169751.687500 Penalty: 2358.525879
	Iteration 11Q: 3 clusters Score -169751.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -169762.125000 Penalty: 2358.525879
	Iteration 12Q: 3 clusters Score -169762.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -169767.703125 Penalty: 2358.525879
	Iteration 13Q: 3 clusters Score -169767.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -169775.796875 Penalty: 2358.525879
	Iteration 14Q: 3 clusters Score -169775.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -169785.671875 Penalty: 2358.525879
	Iteration 15Q: 3 clusters Score -169785.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -169803.156250 Penalty: 2358.525879
	Iteration 16Q: 3 clusters Score -169803.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -169820.750000 Penalty: 2358.525879
	Iteration 17Q: 3 clusters Score -169820.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -169830.562500 Penalty: 2358.525879
	Iteration 18Q: 3 clusters Score -169830.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -169837.562500 Penalty: 2358.525879
	Iteration 19Q: 3 clusters Score -169837.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -169844.312500 Penalty: 2358.525879
	Iteration 20F: 3 clusters Score -169844.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -169849.406250 Penalty: 2358.525879
	Iteration 21Q: 3 clusters Score -169849.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -169854.750000 Penalty: 2358.525879
	Iteration 22Q: 3 clusters Score -169854.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -169859.921875 Penalty: 2358.525879
	Iteration 23Q: 3 clusters Score -169859.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -169870.796875 Penalty: 2358.525879
	Iteration 24Q: 3 clusters Score -169870.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -169881.656250 Penalty: 2358.525879
	Iteration 25Q: 3 clusters Score -169881.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -169887.609375 Penalty: 2358.525879
	Iteration 26Q: 3 clusters Score -169887.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -169891.968750 Penalty: 2358.525879
	Iteration 27Q: 3 clusters Score -169892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -169894.812500 Penalty: 2358.525879
	Iteration 28Q: 3 clusters Score -169894.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -169897.937500 Penalty: 2358.525879
	Iteration 29Q: 3 clusters Score -169897.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -169901.468750 Penalty: 2358.525879
	Iteration 30Q: 3 clusters Score -169901.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -169905.328125 Penalty: 2358.525879
	Iteration 31Q: 3 clusters Score -169905.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -169911.609375 Penalty: 2358.525879
	Iteration 32Q: 3 clusters Score -169911.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -169916.609375 Penalty: 2358.525879
	Iteration 33Q: 3 clusters Score -169916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -169921.031250 Penalty: 2358.525879
	Iteration 34Q: 3 clusters Score -169921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -169922.281250 Penalty: 2358.525879
	Iteration 35Q: 3 clusters Score -169922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -169923.875000 Penalty: 2358.525879
	Iteration 36Q: 3 clusters Score -169923.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -169924.718750 Penalty: 2358.525879
	Iteration 37Q: 3 clusters Score -169924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -169925.125000 Penalty: 2358.525879
	Iteration 38Q: 3 clusters Score -169925.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -169925.984375 Penalty: 2358.525879
	Iteration 39Q: 3 clusters Score -169926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -169925.984375 Penalty: 2358.525879
	Iteration 40F: 3 clusters Score -169926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Entering Unmasked Estep 
Score: -3514175.250000 Penalty: 1662.290039
	Iteration 0F: 2 clusters Score -3514175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3495596.500000 Penalty: 3324.580078
	Iteration 0F: 3 clusters Score -3495596 nChanged 12708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3502617.000000 Penalty: 3324.580078
	Iteration 1F: 3 clusters Score -3502617 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3503169.250000 Penalty: 3324.580078
	Iteration 2F: 3 clusters Score -3503169 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3503793.000000 Penalty: 3324.580078
	Iteration 3F: 3 clusters Score -3503793 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3504527.750000 Penalty: 3324.580078
	Iteration 4F: 3 clusters Score -3504528 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -3505451.000000 Penalty: 3324.580078
	Iteration 5F: 3 clusters Score -3505451 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3506551.000000 Penalty: 3324.580078
	Iteration 6F: 3 clusters Score -3506551 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -3507814.250000 Penalty: 3324.580078
	Iteration 7F: 3 clusters Score -3507814 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -3509248.000000 Penalty: 3324.580078
	Iteration 8F: 3 clusters Score -3509248 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3510483.500000 Penalty: 3324.580078
	Iteration 9F: 3 clusters Score -3510484 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3511512.250000 Penalty: 3324.580078
	Iteration 10Q: 3 clusters Score -3511512 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3512077.000000 Penalty: 3324.580078
	Iteration 11Q: 3 clusters Score -3512077 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3512367.750000 Penalty: 3324.580078
	Iteration 12Q: 3 clusters Score -3512368 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3512510.500000 Penalty: 3324.580078
	Iteration 13Q: 3 clusters Score -3512510 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3512584.750000 Penalty: 3324.580078
	Iteration 14Q: 3 clusters Score -3512585 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3512629.000000 Penalty: 3324.580078
	Iteration 15Q: 3 clusters Score -3512629 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3512669.750000 Penalty: 3324.580078
	Iteration 16Q: 3 clusters Score -3512670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3512693.500000 Penalty: 3324.580078
	Iteration 17Q: 3 clusters Score -3512694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -3512719.000000 Penalty: 3324.580078
	Iteration 18Q: 3 clusters Score -3512719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3512728.500000 Penalty: 3324.580078
	Iteration 19Q: 3 clusters Score -3512728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -3512742.750000 Penalty: 3324.580078
	Iteration 20F: 3 clusters Score -3512743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3512747.250000 Penalty: 3324.580078
	Iteration 21Q: 3 clusters Score -3512747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3512762.000000 Penalty: 3324.580078
	Iteration 22Q: 3 clusters Score -3512762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -3512775.250000 Penalty: 3324.580078
	Iteration 23Q: 3 clusters Score -3512775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3512783.750000 Penalty: 3324.580078
	Iteration 24Q: 3 clusters Score -3512784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3512804.500000 Penalty: 3324.580078
	Iteration 25Q: 3 clusters Score -3512804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3512822.000000 Penalty: 3324.580078
	Iteration 26Q: 3 clusters Score -3512822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -3512837.750000 Penalty: 3324.580078
	Iteration 27Q: 3 clusters Score -3512838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3512851.000000 Penalty: 3324.580078
	Iteration 28Q: 3 clusters Score -3512851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3512858.750000 Penalty: 3324.580078
	Iteration 29Q: 3 clusters Score -3512859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -3512872.000000 Penalty: 3324.580078
	Iteration 30Q: 3 clusters Score -3512872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3512885.250000 Penalty: 3324.580078
	Iteration 31Q: 3 clusters Score -3512885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3512899.000000 Penalty: 3324.580078
	Iteration 32Q: 3 clusters Score -3512899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -3512921.500000 Penalty: 3324.580078
	Iteration 33Q: 3 clusters Score -3512922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3512932.500000 Penalty: 3324.580078
	Iteration 34Q: 3 clusters Score -3512932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3512943.750000 Penalty: 3324.580078
	Iteration 35Q: 3 clusters Score -3512944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3512949.500000 Penalty: 3324.580078
	Iteration 36Q: 3 clusters Score -3512950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3512957.750000 Penalty: 3324.580078
	Iteration 37Q: 3 clusters Score -3512958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3512962.250000 Penalty: 3324.580078
	Iteration 38Q: 3 clusters Score -3512962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3512966.250000 Penalty: 3324.580078
	Iteration 39Q: 3 clusters Score -3512966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -3512973.500000 Penalty: 3324.580078
	Iteration 40F: 3 clusters Score -3512974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -3512980.500000 Penalty: 3324.580078
	Iteration 41Q: 3 clusters Score -3512980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3512979.750000 Penalty: 3324.580078
	Iteration 42Q: 3 clusters Score -3512980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3512983.750000 Penalty: 3324.580078
	Iteration 43Q: 3 clusters Score -3512984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3512983.500000 Penalty: 3324.580078
	Iteration 44Q: 3 clusters Score -3512984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3512983.750000 Penalty: 3324.580078
	Iteration 45Q: 3 clusters Score -3512984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3512983.750000 Penalty: 3324.580078
	Iteration 46Q: 3 clusters Score -3512984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3512983.750000 Penalty: 3324.580078
	Iteration 47F: 3 clusters Score -3512984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (100957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100957 members 
Entering Unmasked Estep 
Score: -12884882.000000 Penalty: 1872.398071
	Iteration 0F: 2 clusters Score -1.288488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -12818975.000000 Penalty: 3744.796143
	Iteration 0F: 3 clusters Score -1.281898e+07 nChanged 48232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -12847108.000000 Penalty: 3744.796143
	Iteration 1F: 3 clusters Score -1.284711e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -12848409.000000 Penalty: 3744.796143
	Iteration 2Q: 3 clusters Score -1.284841e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -12850118.000000 Penalty: 3744.796143
	Iteration 3Q: 3 clusters Score -1.285012e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -12852179.000000 Penalty: 3744.796143
	Iteration 4F: 3 clusters Score -1.285218e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -12854794.000000 Penalty: 3744.796143
	Iteration 5F: 3 clusters Score -1.285479e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -12857702.000000 Penalty: 3744.796143
	Iteration 6F: 3 clusters Score -1.28577e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68972 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -12860588.000000 Penalty: 3744.796143
	Iteration 7F: 3 clusters Score -1.286059e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73669 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -12863595.000000 Penalty: 3744.796143
	Iteration 8F: 3 clusters Score -1.28636e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78653 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -12866522.000000 Penalty: 3744.796143
	Iteration 9F: 3 clusters Score -1.286652e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83662 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -12869719.000000 Penalty: 3744.796143
	Iteration 10F: 3 clusters Score -1.286972e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88617 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -12873295.000000 Penalty: 3744.796143
	Iteration 11Q: 3 clusters Score -1.28733e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -12876713.000000 Penalty: 3744.796143
	Iteration 12Q: 3 clusters Score -1.287671e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -12879723.000000 Penalty: 3744.796143
	Iteration 13Q: 3 clusters Score -1.287972e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98642 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -12881420.000000 Penalty: 3744.796143
	Iteration 14Q: 3 clusters Score -1.288142e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99799 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12882393.000000 Penalty: 3744.796143
	Iteration 15Q: 3 clusters Score -1.288239e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100367 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12882872.000000 Penalty: 3744.796143
	Iteration 16Q: 3 clusters Score -1.288287e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100577 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12883068.000000 Penalty: 3744.796143
	Iteration 17Q: 3 clusters Score -1.288307e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100653 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -12883180.000000 Penalty: 3744.796143
	Iteration 18Q: 3 clusters Score -1.288318e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100698 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -12883224.000000 Penalty: 3744.796143
	Iteration 19Q: 3 clusters Score -1.288322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100716 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12883247.000000 Penalty: 3744.796143
	Iteration 20F: 3 clusters Score -1.288325e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100731 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12883258.000000 Penalty: 3744.796143
	Iteration 21Q: 3 clusters Score -1.288326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100739 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12883285.000000 Penalty: 3744.796143
	Iteration 22Q: 3 clusters Score -1.288328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12883279.000000 Penalty: 3744.796143
	Iteration 23Q: 3 clusters Score -1.288328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100754 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12883293.000000 Penalty: 3744.796143
	Iteration 24Q: 3 clusters Score -1.288329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100760 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12883307.000000 Penalty: 3744.796143
	Iteration 25Q: 3 clusters Score -1.288331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12883312.000000 Penalty: 3744.796143
	Iteration 26Q: 3 clusters Score -1.288331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100764 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12883319.000000 Penalty: 3744.796143
	Iteration 27Q: 3 clusters Score -1.288332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100766 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12883326.000000 Penalty: 3744.796143
	Iteration 28Q: 3 clusters Score -1.288333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100767 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12883321.000000 Penalty: 3744.796143
	Iteration 29Q: 3 clusters Score -1.288332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100768 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12883326.000000 Penalty: 3744.796143
	Iteration 30Q: 3 clusters Score -1.288333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100769 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12883322.000000 Penalty: 3744.796143
	Iteration 31Q: 3 clusters Score -1.288332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100768 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12883322.000000 Penalty: 3744.796143
	Iteration 32Q: 3 clusters Score -1.288332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100768 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12883322.000000 Penalty: 3744.796143
	Iteration 33F: 3 clusters Score -1.288332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -29312.150391 Penalty: 971.568909
	Iteration 0F: 2 clusters Score -29312.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28566.294922 Penalty: 1943.137817
	Iteration 0F: 3 clusters Score -28566.29 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29113.148438 Penalty: 1943.137817
	Iteration 1F: 3 clusters Score -29113.15 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29570.562500 Penalty: 1943.137817
	Iteration 2F: 3 clusters Score -29570.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29751.847656 Penalty: 1943.137817
	Iteration 3F: 3 clusters Score -29751.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29892.261719 Penalty: 1943.137817
	Iteration 4Q: 3 clusters Score -29892.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29924.625000 Penalty: 1943.137817
	Iteration 5Q: 3 clusters Score -29924.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29961.673828 Penalty: 1943.137817
	Iteration 6Q: 3 clusters Score -29961.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29969.189453 Penalty: 1943.137817
	Iteration 7Q: 3 clusters Score -29969.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29972.484375 Penalty: 1943.137817
	Iteration 8Q: 3 clusters Score -29972.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29972.484375 Penalty: 1943.137817
	Iteration 9F: 3 clusters Score -29972.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 4855 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 15592 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 27708 members 
Mstep: Class 7 contains 100957 members 
Mstep: Class 8 contains 148 members 
Mstep: Class 9 contains 14735 members 
Mstep: Class 10 contains 55885 members 
Mstep: Class 11 contains 140406 members 
Mstep: Class 12 contains 36061 members 
Mstep: Class 13 contains 1882 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 9688 members 
Mstep: Class 16 contains 28249 members 
Mstep: Class 17 contains 4042 members 
Mstep: Class 18 contains 7804 members 
Mstep: Class 19 contains 15021 members 
Mstep: Class 20 contains 129838 members 
Mstep: Class 21 contains 6193 members 
Mstep: Class 22 contains 59385 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 3209 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 25901 members 
Mstep: Class 28 contains 7083 members 
Mstep: Class 29 contains 119888 members 
Mstep: Class 30 contains 6383 members 
Mstep: Class 31 contains 17435 members 
Mstep: Class 32 contains 9216 members 
Mstep: Class 33 contains 247 members 
Entering Unmasked Estep 
Score: -108932192.000000 Penalty: 73429.796875
Splitting cluster 8 changes total score from -108932616.000000 to -108932192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (14735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Entering Unmasked Estep 
Score: -1706839.875000 Penalty: 1559.671875
	Iteration 0F: 2 clusters Score -1706840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1696538.375000 Penalty: 3119.343750
	Iteration 0F: 3 clusters Score -1696538 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1700255.625000 Penalty: 3119.343750
	Iteration 1F: 3 clusters Score -1700256 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1700823.750000 Penalty: 3119.343750
	Iteration 2F: 3 clusters Score -1700824 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1701338.500000 Penalty: 3119.343750
	Iteration 3F: 3 clusters Score -1701338 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1701804.625000 Penalty: 3119.343750
	Iteration 4F: 3 clusters Score -1701805 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1702277.625000 Penalty: 3119.343750
	Iteration 5F: 3 clusters Score -1702278 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1702787.250000 Penalty: 3119.343750
	Iteration 6F: 3 clusters Score -1702787 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1703241.500000 Penalty: 3119.343750
	Iteration 7F: 3 clusters Score -1703242 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1703621.000000 Penalty: 3119.343750
	Iteration 8Q: 3 clusters Score -1703621 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1703948.500000 Penalty: 3119.343750
	Iteration 9Q: 3 clusters Score -1703948 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1704261.375000 Penalty: 3119.343750
	Iteration 10Q: 3 clusters Score -1704261 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1704539.750000 Penalty: 3119.343750
	Iteration 11Q: 3 clusters Score -1704540 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1704750.750000 Penalty: 3119.343750
	Iteration 12Q: 3 clusters Score -1704751 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1704921.625000 Penalty: 3119.343750
	Iteration 13Q: 3 clusters Score -1704922 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1705072.875000 Penalty: 3119.343750
	Iteration 14Q: 3 clusters Score -1705073 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1705218.375000 Penalty: 3119.343750
	Iteration 15Q: 3 clusters Score -1705218 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1705371.000000 Penalty: 3119.343750
	Iteration 16Q: 3 clusters Score -1705371 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1705476.750000 Penalty: 3119.343750
	Iteration 17Q: 3 clusters Score -1705477 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1705582.500000 Penalty: 3119.343750
	Iteration 18Q: 3 clusters Score -1705582 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1705697.125000 Penalty: 3119.343750
	Iteration 19Q: 3 clusters Score -1705697 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1705784.750000 Penalty: 3119.343750
	Iteration 20F: 3 clusters Score -1705785 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1705846.750000 Penalty: 3119.343750
	Iteration 21Q: 3 clusters Score -1705847 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1705891.125000 Penalty: 3119.343750
	Iteration 22Q: 3 clusters Score -1705891 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1705921.250000 Penalty: 3119.343750
	Iteration 23Q: 3 clusters Score -1705921 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1705952.000000 Penalty: 3119.343750
	Iteration 24Q: 3 clusters Score -1705952 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1705973.125000 Penalty: 3119.343750
	Iteration 25Q: 3 clusters Score -1705973 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1706000.875000 Penalty: 3119.343750
	Iteration 26Q: 3 clusters Score -1706001 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1706020.375000 Penalty: 3119.343750
	Iteration 27Q: 3 clusters Score -1706020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1706037.000000 Penalty: 3119.343750
	Iteration 28Q: 3 clusters Score -1706037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1706051.750000 Penalty: 3119.343750
	Iteration 29Q: 3 clusters Score -1706052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1706060.000000 Penalty: 3119.343750
	Iteration 30Q: 3 clusters Score -1706060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1706070.500000 Penalty: 3119.343750
	Iteration 31Q: 3 clusters Score -1706070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1706080.125000 Penalty: 3119.343750
	Iteration 32Q: 3 clusters Score -1706080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1706087.750000 Penalty: 3119.343750
	Iteration 33Q: 3 clusters Score -1706088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1706095.875000 Penalty: 3119.343750
	Iteration 34Q: 3 clusters Score -1706096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1706094.500000 Penalty: 3119.343750
	Iteration 35Q: 3 clusters Score -1706094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1706109.750000 Penalty: 3119.343750
	Iteration 36Q: 3 clusters Score -1706110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1706113.000000 Penalty: 3119.343750
	Iteration 37Q: 3 clusters Score -1706113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1706120.500000 Penalty: 3119.343750
	Iteration 38Q: 3 clusters Score -1706120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1706123.750000 Penalty: 3119.343750
	Iteration 39Q: 3 clusters Score -1706124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1706136.750000 Penalty: 3119.343750
	Iteration 40F: 3 clusters Score -1706137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1706144.000000 Penalty: 3119.343750
	Iteration 41Q: 3 clusters Score -1706144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1706155.125000 Penalty: 3119.343750
	Iteration 42Q: 3 clusters Score -1706155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1706157.875000 Penalty: 3119.343750
	Iteration 43Q: 3 clusters Score -1706158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1706166.625000 Penalty: 3119.343750
	Iteration 44Q: 3 clusters Score -1706167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1706169.750000 Penalty: 3119.343750
	Iteration 45Q: 3 clusters Score -1706170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1706175.375000 Penalty: 3119.343750
	Iteration 46Q: 3 clusters Score -1706175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1706177.875000 Penalty: 3119.343750
	Iteration 47Q: 3 clusters Score -1706178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1706181.000000 Penalty: 3119.343750
	Iteration 48Q: 3 clusters Score -1706181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1706186.625000 Penalty: 3119.343750
	Iteration 49Q: 3 clusters Score -1706187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1706187.875000 Penalty: 3119.343750
	Iteration 50Q: 3 clusters Score -1706188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1706193.125000 Penalty: 3119.343750
	Iteration 51Q: 3 clusters Score -1706193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1706192.500000 Penalty: 3119.343750
	Iteration 52Q: 3 clusters Score -1706192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1706197.000000 Penalty: 3119.343750
	Iteration 53Q: 3 clusters Score -1706197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1706198.375000 Penalty: 3119.343750
	Iteration 54Q: 3 clusters Score -1706198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1706198.000000 Penalty: 3119.343750
	Iteration 55Q: 3 clusters Score -1706198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1706198.125000 Penalty: 3119.343750
	Iteration 56Q: 3 clusters Score -1706198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1706198.125000 Penalty: 3119.343750
	Iteration 57F: 3 clusters Score -1706198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Entering Unmasked Estep 
Score: -6637799.000000 Penalty: 1776.295776
	Iteration 0F: 2 clusters Score -6637799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -6600452.500000 Penalty: 3552.591553
	Iteration 0F: 3 clusters Score -6600452 nChanged 26390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -6615924.000000 Penalty: 3552.591553
	Iteration 1F: 3 clusters Score -6615924 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -6616914.000000 Penalty: 3552.591553
	Iteration 2Q: 3 clusters Score -6616914 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -6618104.000000 Penalty: 3552.591553
	Iteration 3Q: 3 clusters Score -6618104 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -6619607.000000 Penalty: 3552.591553
	Iteration 4F: 3 clusters Score -6619607 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -6621366.500000 Penalty: 3552.591553
	Iteration 5F: 3 clusters Score -6621366 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -6623375.000000 Penalty: 3552.591553
	Iteration 6F: 3 clusters Score -6623375 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -6625559.000000 Penalty: 3552.591553
	Iteration 7F: 3 clusters Score -6625559 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -6627936.500000 Penalty: 3552.591553
	Iteration 8F: 3 clusters Score -6627936 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -6630335.000000 Penalty: 3552.591553
	Iteration 9F: 3 clusters Score -6630335 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -6632457.000000 Penalty: 3552.591553
	Iteration 10Q: 3 clusters Score -6632457 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -6634090.000000 Penalty: 3552.591553
	Iteration 11Q: 3 clusters Score -6634090 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -6635255.500000 Penalty: 3552.591553
	Iteration 12Q: 3 clusters Score -6635256 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -6635955.500000 Penalty: 3552.591553
	Iteration 13Q: 3 clusters Score -6635956 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -6636467.500000 Penalty: 3552.591553
	Iteration 14Q: 3 clusters Score -6636468 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -6636798.500000 Penalty: 3552.591553
	Iteration 15Q: 3 clusters Score -6636798 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -6636969.000000 Penalty: 3552.591553
	Iteration 16Q: 3 clusters Score -6636969 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -6637049.500000 Penalty: 3552.591553
	Iteration 17Q: 3 clusters Score -6637050 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -6637080.500000 Penalty: 3552.591553
	Iteration 18Q: 3 clusters Score -6637080 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -6637077.000000 Penalty: 3552.591553
	Iteration 19Q: 3 clusters Score -6637077 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -6637077.500000 Penalty: 3552.591553
	Iteration 20F: 3 clusters Score -6637078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -6637095.500000 Penalty: 3552.591553
	Iteration 21Q: 3 clusters Score -6637096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -6637105.500000 Penalty: 3552.591553
	Iteration 22Q: 3 clusters Score -6637106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -6637112.500000 Penalty: 3552.591553
	Iteration 23Q: 3 clusters Score -6637112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -6637119.500000 Penalty: 3552.591553
	Iteration 24Q: 3 clusters Score -6637120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -6637113.500000 Penalty: 3552.591553
	Iteration 25Q: 3 clusters Score -6637114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -6637117.500000 Penalty: 3552.591553
	Iteration 26Q: 3 clusters Score -6637118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -6637113.000000 Penalty: 3552.591553
	Iteration 27Q: 3 clusters Score -6637113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -6637110.500000 Penalty: 3552.591553
	Iteration 28Q: 3 clusters Score -6637110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -6637110.500000 Penalty: 3552.591553
	Iteration 29F: 3 clusters Score -6637110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (140406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140406 members 
Entering Unmasked Estep 
Score: -17824856.000000 Penalty: 1925.997803
	Iteration 0F: 2 clusters Score -1.782486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -17743870.000000 Penalty: 3851.995605
	Iteration 0F: 3 clusters Score -1.774387e+07 nChanged 67588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -17784368.000000 Penalty: 3851.995605
	Iteration 1F: 3 clusters Score -1.778437e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73299 members 
Mstep: Class 2 contains 67107 members 
Entering Unmasked Estep 
Score: -17786014.000000 Penalty: 3851.995605
	Iteration 2Q: 3 clusters Score -1.778601e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74666 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -17788170.000000 Penalty: 3851.995605
	Iteration 3Q: 3 clusters Score -1.778817e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -17791228.000000 Penalty: 3851.995605
	Iteration 4Q: 3 clusters Score -1.779123e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78262 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -17795634.000000 Penalty: 3851.995605
	Iteration 5F: 3 clusters Score -1.779563e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -17801702.000000 Penalty: 3851.995605
	Iteration 6F: 3 clusters Score -1.78017e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81966 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -17808988.000000 Penalty: 3851.995605
	Iteration 7F: 3 clusters Score -1.780899e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82968 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -17814838.000000 Penalty: 3851.995605
	Iteration 8F: 3 clusters Score -1.781484e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83633 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -17817404.000000 Penalty: 3851.995605
	Iteration 9Q: 3 clusters Score -1.78174e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84125 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -17818358.000000 Penalty: 3851.995605
	Iteration 10Q: 3 clusters Score -1.781836e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -17818754.000000 Penalty: 3851.995605
	Iteration 11Q: 3 clusters Score -1.781875e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84857 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -17819092.000000 Penalty: 3851.995605
	Iteration 12Q: 3 clusters Score -1.781909e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85181 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -17819308.000000 Penalty: 3851.995605
	Iteration 13Q: 3 clusters Score -1.781931e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85528 members 
Mstep: Class 2 contains 54878 members 
Entering Unmasked Estep 
Score: -17819546.000000 Penalty: 3851.995605
	Iteration 14Q: 3 clusters Score -1.781955e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -17819808.000000 Penalty: 3851.995605
	Iteration 15Q: 3 clusters Score -1.781981e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -17820002.000000 Penalty: 3851.995605
	Iteration 16Q: 3 clusters Score -1.782e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86779 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -17820124.000000 Penalty: 3851.995605
	Iteration 17Q: 3 clusters Score -1.782012e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -17820292.000000 Penalty: 3851.995605
	Iteration 18Q: 3 clusters Score -1.782029e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87715 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -17820442.000000 Penalty: 3851.995605
	Iteration 19Q: 3 clusters Score -1.782044e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88168 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -17820590.000000 Penalty: 3851.995605
	Iteration 20F: 3 clusters Score -1.782059e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88662 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -17820710.000000 Penalty: 3851.995605
	Iteration 21Q: 3 clusters Score -1.782071e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89141 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -17820826.000000 Penalty: 3851.995605
	Iteration 22Q: 3 clusters Score -1.782083e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89649 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -17820912.000000 Penalty: 3851.995605
	Iteration 23Q: 3 clusters Score -1.782091e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -17820946.000000 Penalty: 3851.995605
	Iteration 24Q: 3 clusters Score -1.782095e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90672 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -17821096.000000 Penalty: 3851.995605
	Iteration 25Q: 3 clusters Score -1.78211e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91162 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -17821152.000000 Penalty: 3851.995605
	Iteration 26Q: 3 clusters Score -1.782115e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91657 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -17821306.000000 Penalty: 3851.995605
	Iteration 27Q: 3 clusters Score -1.782131e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -17821416.000000 Penalty: 3851.995605
	Iteration 28Q: 3 clusters Score -1.782142e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92659 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -17821522.000000 Penalty: 3851.995605
	Iteration 29Q: 3 clusters Score -1.782152e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -17821600.000000 Penalty: 3851.995605
	Iteration 30Q: 3 clusters Score -1.78216e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -17821648.000000 Penalty: 3851.995605
	Iteration 31Q: 3 clusters Score -1.782165e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94284 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -17821770.000000 Penalty: 3851.995605
	Iteration 32Q: 3 clusters Score -1.782177e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94834 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -17821840.000000 Penalty: 3851.995605
	Iteration 33Q: 3 clusters Score -1.782184e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95394 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -17822008.000000 Penalty: 3851.995605
	Iteration 34Q: 3 clusters Score -1.782201e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95978 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -17822036.000000 Penalty: 3851.995605
	Iteration 35Q: 3 clusters Score -1.782204e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96568 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -17822088.000000 Penalty: 3851.995605
	Iteration 36Q: 3 clusters Score -1.782209e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97153 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -17822130.000000 Penalty: 3851.995605
	Iteration 37Q: 3 clusters Score -1.782213e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97790 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -17822290.000000 Penalty: 3851.995605
	Iteration 38Q: 3 clusters Score -1.782229e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98430 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -17822364.000000 Penalty: 3851.995605
	Iteration 39Q: 3 clusters Score -1.782236e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99077 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -17822496.000000 Penalty: 3851.995605
	Iteration 40F: 3 clusters Score -1.78225e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99742 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -17822636.000000 Penalty: 3851.995605
	Iteration 41Q: 3 clusters Score -1.782264e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100384 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -17822764.000000 Penalty: 3851.995605
	Iteration 42Q: 3 clusters Score -1.782276e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -17822856.000000 Penalty: 3851.995605
	Iteration 43Q: 3 clusters Score -1.782286e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101730 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -17823040.000000 Penalty: 3851.995605
	Iteration 44Q: 3 clusters Score -1.782304e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102473 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -17823124.000000 Penalty: 3851.995605
	Iteration 45Q: 3 clusters Score -1.782312e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103222 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -17823270.000000 Penalty: 3851.995605
	Iteration 46Q: 3 clusters Score -1.782327e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103973 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -17823376.000000 Penalty: 3851.995605
	Iteration 47Q: 3 clusters Score -1.782338e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104750 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -17823534.000000 Penalty: 3851.995605
	Iteration 48Q: 3 clusters Score -1.782353e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105549 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -17823682.000000 Penalty: 3851.995605
	Iteration 49Q: 3 clusters Score -1.782368e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106341 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -17823818.000000 Penalty: 3851.995605
	Iteration 50Q: 3 clusters Score -1.782382e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107159 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -17823998.000000 Penalty: 3851.995605
	Iteration 51Q: 3 clusters Score -1.7824e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108065 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -17824260.000000 Penalty: 3851.995605
	Iteration 52Q: 3 clusters Score -1.782426e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108980 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -17824576.000000 Penalty: 3851.995605
	Iteration 53Q: 3 clusters Score -1.782458e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109920 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -17824858.000000 Penalty: 3851.995605
	Iteration 54Q: 3 clusters Score -1.782486e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110932 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -17825224.000000 Penalty: 3851.995605
	Iteration 55Q: 3 clusters Score -1.782522e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112065 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -17825704.000000 Penalty: 3851.995605
	Iteration 56Q: 3 clusters Score -1.78257e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113302 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -17826110.000000 Penalty: 3851.995605
	Iteration 57Q: 3 clusters Score -1.782611e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114652 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -17826570.000000 Penalty: 3851.995605
	Iteration 58Q: 3 clusters Score -1.782657e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116102 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -17826888.000000 Penalty: 3851.995605
	Iteration 59Q: 3 clusters Score -1.782689e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117616 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -17826950.000000 Penalty: 3851.995605
	Iteration 60F: 3 clusters Score -1.782695e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119235 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -17827302.000000 Penalty: 3851.995605
	Iteration 61Q: 3 clusters Score -1.78273e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120793 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -17827378.000000 Penalty: 3851.995605
	Iteration 62Q: 3 clusters Score -1.782738e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122281 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -17827426.000000 Penalty: 3851.995605
	Iteration 63Q: 3 clusters Score -1.782743e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123714 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -17827326.000000 Penalty: 3851.995605
	Iteration 64Q: 3 clusters Score -1.782733e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125099 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -17827308.000000 Penalty: 3851.995605
	Iteration 65Q: 3 clusters Score -1.782731e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126447 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -17827264.000000 Penalty: 3851.995605
	Iteration 66Q: 3 clusters Score -1.782726e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127671 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -17827228.000000 Penalty: 3851.995605
	Iteration 67Q: 3 clusters Score -1.782723e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128833 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -17827272.000000 Penalty: 3851.995605
	Iteration 68Q: 3 clusters Score -1.782727e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129885 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -17827240.000000 Penalty: 3851.995605
	Iteration 69Q: 3 clusters Score -1.782724e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130854 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -17827218.000000 Penalty: 3851.995605
	Iteration 70Q: 3 clusters Score -1.782722e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131782 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -17827218.000000 Penalty: 3851.995605
	Iteration 71Q: 3 clusters Score -1.782722e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132607 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -17827222.000000 Penalty: 3851.995605
	Iteration 72Q: 3 clusters Score -1.782722e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133352 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -17827144.000000 Penalty: 3851.995605
	Iteration 73Q: 3 clusters Score -1.782714e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134010 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -17827246.000000 Penalty: 3851.995605
	Iteration 74Q: 3 clusters Score -1.782725e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134580 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -17827192.000000 Penalty: 3851.995605
	Iteration 75Q: 3 clusters Score -1.782719e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135049 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -17827170.000000 Penalty: 3851.995605
	Iteration 76Q: 3 clusters Score -1.782717e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135447 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -17827098.000000 Penalty: 3851.995605
	Iteration 77Q: 3 clusters Score -1.78271e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135775 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -17827082.000000 Penalty: 3851.995605
	Iteration 78Q: 3 clusters Score -1.782708e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136065 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -17827106.000000 Penalty: 3851.995605
	Iteration 79Q: 3 clusters Score -1.782711e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136285 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -17827102.000000 Penalty: 3851.995605
	Iteration 80F: 3 clusters Score -1.78271e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136490 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -17827132.000000 Penalty: 3851.995605
	Iteration 81Q: 3 clusters Score -1.782713e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136656 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -17827054.000000 Penalty: 3851.995605
	Iteration 82Q: 3 clusters Score -1.782705e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136806 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -17827000.000000 Penalty: 3851.995605
	Iteration 83Q: 3 clusters Score -1.7827e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136937 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -17827000.000000 Penalty: 3851.995605
	Iteration 84Q: 3 clusters Score -1.7827e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137046 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -17826984.000000 Penalty: 3851.995605
	Iteration 85Q: 3 clusters Score -1.782698e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137131 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -17826972.000000 Penalty: 3851.995605
	Iteration 86Q: 3 clusters Score -1.782697e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137203 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -17826966.000000 Penalty: 3851.995605
	Iteration 87Q: 3 clusters Score -1.782697e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137276 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -17826982.000000 Penalty: 3851.995605
	Iteration 88Q: 3 clusters Score -1.782698e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137350 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -17826926.000000 Penalty: 3851.995605
	Iteration 89Q: 3 clusters Score -1.782693e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137415 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -17826906.000000 Penalty: 3851.995605
	Iteration 90Q: 3 clusters Score -1.782691e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137473 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -17826906.000000 Penalty: 3851.995605
	Iteration 91Q: 3 clusters Score -1.782691e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137522 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -17826906.000000 Penalty: 3851.995605
	Iteration 92Q: 3 clusters Score -1.782691e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137574 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -17826868.000000 Penalty: 3851.995605
	Iteration 93Q: 3 clusters Score -1.782687e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137612 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -17826888.000000 Penalty: 3851.995605
	Iteration 94Q: 3 clusters Score -1.782689e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137651 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -17826878.000000 Penalty: 3851.995605
	Iteration 95Q: 3 clusters Score -1.782688e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137675 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -17826870.000000 Penalty: 3851.995605
	Iteration 96Q: 3 clusters Score -1.782687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137692 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -17826868.000000 Penalty: 3851.995605
	Iteration 97Q: 3 clusters Score -1.782687e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137713 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -17826874.000000 Penalty: 3851.995605
	Iteration 98Q: 3 clusters Score -1.782687e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137732 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -17826868.000000 Penalty: 3851.995605
	Iteration 99Q: 3 clusters Score -1.782687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137742 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -17826862.000000 Penalty: 3851.995605
	Iteration 100F: 3 clusters Score -1.782686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137749 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -17826858.000000 Penalty: 3851.995605
	Iteration 101Q: 3 clusters Score -1.782686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137757 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -17826848.000000 Penalty: 3851.995605
	Iteration 102Q: 3 clusters Score -1.782685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137764 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -17826860.000000 Penalty: 3851.995605
	Iteration 103Q: 3 clusters Score -1.782686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137770 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -17826862.000000 Penalty: 3851.995605
	Iteration 104Q: 3 clusters Score -1.782686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137774 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -17826864.000000 Penalty: 3851.995605
	Iteration 105Q: 3 clusters Score -1.782686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137778 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -17826858.000000 Penalty: 3851.995605
	Iteration 106Q: 3 clusters Score -1.782686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137781 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -17826856.000000 Penalty: 3851.995605
	Iteration 107Q: 3 clusters Score -1.782686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137781 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -17826854.000000 Penalty: 3851.995605
	Iteration 108Q: 3 clusters Score -1.782685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137782 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -17826852.000000 Penalty: 3851.995605
	Iteration 109Q: 3 clusters Score -1.782685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137784 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -17826848.000000 Penalty: 3851.995605
	Iteration 110Q: 3 clusters Score -1.782685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137787 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -17826850.000000 Penalty: 3851.995605
	Iteration 111Q: 3 clusters Score -1.782685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137789 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -17826866.000000 Penalty: 3851.995605
	Iteration 112Q: 3 clusters Score -1.782687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137792 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -17826864.000000 Penalty: 3851.995605
	Iteration 113Q: 3 clusters Score -1.782686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137797 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -17826854.000000 Penalty: 3851.995605
	Iteration 114Q: 3 clusters Score -1.782685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137798 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -17826868.000000 Penalty: 3851.995605
	Iteration 115Q: 3 clusters Score -1.782687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137802 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -17826866.000000 Penalty: 3851.995605
	Iteration 116Q: 3 clusters Score -1.782687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137809 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -17826854.000000 Penalty: 3851.995605
	Iteration 117Q: 3 clusters Score -1.782685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137812 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -17826852.000000 Penalty: 3851.995605
	Iteration 118Q: 3 clusters Score -1.782685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137813 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -17826846.000000 Penalty: 3851.995605
	Iteration 119Q: 3 clusters Score -1.782685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137813 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -17826846.000000 Penalty: 3851.995605
	Iteration 120F: 3 clusters Score -1.782685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 4855 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 15592 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 27708 members 
Mstep: Class 7 contains 100957 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 14735 members 
Mstep: Class 10 contains 55885 members 
Mstep: Class 11 contains 137813 members 
Mstep: Class 12 contains 36061 members 
Mstep: Class 13 contains 1882 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 9688 members 
Mstep: Class 16 contains 28249 members 
Mstep: Class 17 contains 4042 members 
Mstep: Class 18 contains 7804 members 
Mstep: Class 19 contains 15021 members 
Mstep: Class 20 contains 129838 members 
Mstep: Class 21 contains 6193 members 
Mstep: Class 22 contains 59385 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 3209 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 25901 members 
Mstep: Class 28 contains 7083 members 
Mstep: Class 29 contains 119888 members 
Mstep: Class 30 contains 6383 members 
Mstep: Class 31 contains 17435 members 
Mstep: Class 32 contains 9216 members 
Mstep: Class 33 contains 2593 members 
Entering Unmasked Estep 
Score: -108934288.000000 Penalty: 73429.796875
Splitting cluster 11 changes total score from -108932616.000000 to -108934288.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 12 (36061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Entering Unmasked Estep 
Score: -4333980.000000 Penalty: 1705.107178
	Iteration 0F: 2 clusters Score -4333980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -4309953.500000 Penalty: 3410.214355
	Iteration 0F: 3 clusters Score -4309954 nChanged 16577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -4319356.000000 Penalty: 3410.214355
	Iteration 1F: 3 clusters Score -4319356 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -4320048.000000 Penalty: 3410.214355
	Iteration 2Q: 3 clusters Score -4320048 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -4320792.500000 Penalty: 3410.214355
	Iteration 3Q: 3 clusters Score -4320792 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -4321592.500000 Penalty: 3410.214355
	Iteration 4Q: 3 clusters Score -4321592 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -4322530.000000 Penalty: 3410.214355
	Iteration 5F: 3 clusters Score -4322530 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -4323592.000000 Penalty: 3410.214355
	Iteration 6F: 3 clusters Score -4323592 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -4324783.500000 Penalty: 3410.214355
	Iteration 7F: 3 clusters Score -4324784 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4326141.000000 Penalty: 3410.214355
	Iteration 8F: 3 clusters Score -4326141 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -4327469.000000 Penalty: 3410.214355
	Iteration 9F: 3 clusters Score -4327469 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -4328545.500000 Penalty: 3410.214355
	Iteration 10Q: 3 clusters Score -4328546 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -4329465.000000 Penalty: 3410.214355
	Iteration 11Q: 3 clusters Score -4329465 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -4330131.000000 Penalty: 3410.214355
	Iteration 12Q: 3 clusters Score -4330131 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4330725.500000 Penalty: 3410.214355
	Iteration 13Q: 3 clusters Score -4330726 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -4331187.500000 Penalty: 3410.214355
	Iteration 14Q: 3 clusters Score -4331188 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -4331627.500000 Penalty: 3410.214355
	Iteration 15Q: 3 clusters Score -4331628 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -4331959.000000 Penalty: 3410.214355
	Iteration 16Q: 3 clusters Score -4331959 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -4332283.000000 Penalty: 3410.214355
	Iteration 17Q: 3 clusters Score -4332283 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4332552.000000 Penalty: 3410.214355
	Iteration 18Q: 3 clusters Score -4332552 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -4332760.000000 Penalty: 3410.214355
	Iteration 19Q: 3 clusters Score -4332760 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -4332922.000000 Penalty: 3410.214355
	Iteration 20F: 3 clusters Score -4332922 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -4333055.500000 Penalty: 3410.214355
	Iteration 21Q: 3 clusters Score -4333056 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -4333140.000000 Penalty: 3410.214355
	Iteration 22Q: 3 clusters Score -4333140 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -4333204.500000 Penalty: 3410.214355
	Iteration 23Q: 3 clusters Score -4333204 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4333237.000000 Penalty: 3410.214355
	Iteration 24Q: 3 clusters Score -4333237 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -4333253.500000 Penalty: 3410.214355
	Iteration 25Q: 3 clusters Score -4333254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4333274.000000 Penalty: 3410.214355
	Iteration 26Q: 3 clusters Score -4333274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -4333288.000000 Penalty: 3410.214355
	Iteration 27Q: 3 clusters Score -4333288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4333290.500000 Penalty: 3410.214355
	Iteration 28Q: 3 clusters Score -4333290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4333289.500000 Penalty: 3410.214355
	Iteration 29Q: 3 clusters Score -4333290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -4333297.000000 Penalty: 3410.214355
	Iteration 30Q: 3 clusters Score -4333297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4333303.000000 Penalty: 3410.214355
	Iteration 31Q: 3 clusters Score -4333303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -4333303.500000 Penalty: 3410.214355
	Iteration 32Q: 3 clusters Score -4333304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -4333304.500000 Penalty: 3410.214355
	Iteration 33Q: 3 clusters Score -4333304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -4333306.000000 Penalty: 3410.214355
	Iteration 34Q: 3 clusters Score -4333306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -4333309.000000 Penalty: 3410.214355
	Iteration 35Q: 3 clusters Score -4333309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -4333311.000000 Penalty: 3410.214355
	Iteration 36Q: 3 clusters Score -4333311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -4333308.000000 Penalty: 3410.214355
	Iteration 37Q: 3 clusters Score -4333308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -4333313.000000 Penalty: 3410.214355
	Iteration 38Q: 3 clusters Score -4333313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -4333315.500000 Penalty: 3410.214355
	Iteration 39Q: 3 clusters Score -4333316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -4333315.500000 Penalty: 3410.214355
	Iteration 40F: 3 clusters Score -4333316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -4333315.500000 Penalty: 3410.214355
	Iteration 41Q: 3 clusters Score -4333316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -4333321.000000 Penalty: 3410.214355
	Iteration 42Q: 3 clusters Score -4333321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -4333319.000000 Penalty: 3410.214355
	Iteration 43Q: 3 clusters Score -4333319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -4333318.000000 Penalty: 3410.214355
	Iteration 44Q: 3 clusters Score -4333318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -4333318.000000 Penalty: 3410.214355
	Iteration 45Q: 3 clusters Score -4333318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -4333317.500000 Penalty: 3410.214355
	Iteration 46Q: 3 clusters Score -4333318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -4333317.500000 Penalty: 3410.214355
	Iteration 47F: 3 clusters Score -4333318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Entering Unmasked Estep 
Score: -254953.218750 Penalty: 1225.264771
	Iteration 0F: 2 clusters Score -254953.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -252924.328125 Penalty: 2450.529541
	Iteration 0F: 3 clusters Score -252924.3 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -253279.015625 Penalty: 2450.529541
	Iteration 1F: 3 clusters Score -253279 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -253379.437500 Penalty: 2450.529541
	Iteration 2F: 3 clusters Score -253379.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -253440.031250 Penalty: 2450.529541
	Iteration 3Q: 3 clusters Score -253440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -253478.359375 Penalty: 2450.529541
	Iteration 4Q: 3 clusters Score -253478.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -253503.609375 Penalty: 2450.529541
	Iteration 5Q: 3 clusters Score -253503.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -253521.562500 Penalty: 2450.529541
	Iteration 6Q: 3 clusters Score -253521.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -253535.093750 Penalty: 2450.529541
	Iteration 7Q: 3 clusters Score -253535.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -253547.000000 Penalty: 2450.529541
	Iteration 8Q: 3 clusters Score -253547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -253558.203125 Penalty: 2450.529541
	Iteration 9Q: 3 clusters Score -253558.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -253569.796875 Penalty: 2450.529541
	Iteration 10Q: 3 clusters Score -253569.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -253578.109375 Penalty: 2450.529541
	Iteration 11Q: 3 clusters Score -253578.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -253583.875000 Penalty: 2450.529541
	Iteration 12Q: 3 clusters Score -253583.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -253595.484375 Penalty: 2450.529541
	Iteration 13Q: 3 clusters Score -253595.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -253599.875000 Penalty: 2450.529541
	Iteration 14Q: 3 clusters Score -253599.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -253601.968750 Penalty: 2450.529541
	Iteration 15Q: 3 clusters Score -253602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -253604.515625 Penalty: 2450.529541
	Iteration 16Q: 3 clusters Score -253604.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -253606.640625 Penalty: 2450.529541
	Iteration 17Q: 3 clusters Score -253606.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -253607.640625 Penalty: 2450.529541
	Iteration 18Q: 3 clusters Score -253607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -253608.718750 Penalty: 2450.529541
	Iteration 19Q: 3 clusters Score -253608.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -253611.656250 Penalty: 2450.529541
	Iteration 20F: 3 clusters Score -253611.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -253611.781250 Penalty: 2450.529541
	Iteration 21Q: 3 clusters Score -253611.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -253611.781250 Penalty: 2450.529541
	Iteration 22F: 3 clusters Score -253611.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Entering Unmasked Estep 
Score: -716474.500000 Penalty: 1412.393188
	Iteration 0F: 2 clusters Score -716474.5 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 2928 members 
Entering Unmasked Estep 
Score: -711881.812500 Penalty: 2824.786377
	Iteration 0F: 3 clusters Score -711881.8 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -713309.875000 Penalty: 2824.786377
	Iteration 1F: 3 clusters Score -713309.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -713512.750000 Penalty: 2824.786377
	Iteration 2F: 3 clusters Score -713512.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -713664.250000 Penalty: 2824.786377
	Iteration 3Q: 3 clusters Score -713664.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -713777.500000 Penalty: 2824.786377
	Iteration 4Q: 3 clusters Score -713777.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -713848.250000 Penalty: 2824.786377
	Iteration 5Q: 3 clusters Score -713848.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -713909.437500 Penalty: 2824.786377
	Iteration 6Q: 3 clusters Score -713909.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -713966.437500 Penalty: 2824.786377
	Iteration 7Q: 3 clusters Score -713966.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -714031.562500 Penalty: 2824.786377
	Iteration 8Q: 3 clusters Score -714031.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -714095.937500 Penalty: 2824.786377
	Iteration 9Q: 3 clusters Score -714095.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -714153.062500 Penalty: 2824.786377
	Iteration 10Q: 3 clusters Score -714153.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -714205.375000 Penalty: 2824.786377
	Iteration 11Q: 3 clusters Score -714205.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -714243.625000 Penalty: 2824.786377
	Iteration 12Q: 3 clusters Score -714243.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -714282.187500 Penalty: 2824.786377
	Iteration 13Q: 3 clusters Score -714282.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -714314.312500 Penalty: 2824.786377
	Iteration 14Q: 3 clusters Score -714314.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -714345.625000 Penalty: 2824.786377
	Iteration 15Q: 3 clusters Score -714345.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -714380.687500 Penalty: 2824.786377
	Iteration 16Q: 3 clusters Score -714380.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -714418.125000 Penalty: 2824.786377
	Iteration 17Q: 3 clusters Score -714418.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -714447.312500 Penalty: 2824.786377
	Iteration 18Q: 3 clusters Score -714447.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -714468.812500 Penalty: 2824.786377
	Iteration 19Q: 3 clusters Score -714468.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -714490.125000 Penalty: 2824.786377
	Iteration 20F: 3 clusters Score -714490.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -714508.937500 Penalty: 2824.786377
	Iteration 21Q: 3 clusters Score -714508.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -714539.125000 Penalty: 2824.786377
	Iteration 22Q: 3 clusters Score -714539.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -714559.687500 Penalty: 2824.786377
	Iteration 23Q: 3 clusters Score -714559.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -714579.000000 Penalty: 2824.786377
	Iteration 24Q: 3 clusters Score -714579 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -714596.437500 Penalty: 2824.786377
	Iteration 25Q: 3 clusters Score -714596.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -714611.750000 Penalty: 2824.786377
	Iteration 26Q: 3 clusters Score -714611.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -714630.125000 Penalty: 2824.786377
	Iteration 27Q: 3 clusters Score -714630.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -714641.500000 Penalty: 2824.786377
	Iteration 28Q: 3 clusters Score -714641.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -714650.625000 Penalty: 2824.786377
	Iteration 29Q: 3 clusters Score -714650.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -714657.312500 Penalty: 2824.786377
	Iteration 30Q: 3 clusters Score -714657.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -714659.375000 Penalty: 2824.786377
	Iteration 31Q: 3 clusters Score -714659.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -714663.875000 Penalty: 2824.786377
	Iteration 32Q: 3 clusters Score -714663.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -714668.125000 Penalty: 2824.786377
	Iteration 33Q: 3 clusters Score -714668.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -714674.562500 Penalty: 2824.786377
	Iteration 34Q: 3 clusters Score -714674.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -714680.812500 Penalty: 2824.786377
	Iteration 35Q: 3 clusters Score -714680.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -714689.875000 Penalty: 2824.786377
	Iteration 36Q: 3 clusters Score -714689.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -714702.625000 Penalty: 2824.786377
	Iteration 37Q: 3 clusters Score -714702.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -714712.562500 Penalty: 2824.786377
	Iteration 38Q: 3 clusters Score -714712.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -714719.250000 Penalty: 2824.786377
	Iteration 39Q: 3 clusters Score -714719.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -714727.312500 Penalty: 2824.786377
	Iteration 40F: 3 clusters Score -714727.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -714736.812500 Penalty: 2824.786377
	Iteration 41Q: 3 clusters Score -714736.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -714741.437500 Penalty: 2824.786377
	Iteration 42Q: 3 clusters Score -714741.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -714751.937500 Penalty: 2824.786377
	Iteration 43Q: 3 clusters Score -714751.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -714762.062500 Penalty: 2824.786377
	Iteration 44Q: 3 clusters Score -714762.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -714765.375000 Penalty: 2824.786377
	Iteration 45Q: 3 clusters Score -714765.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -714767.250000 Penalty: 2824.786377
	Iteration 46Q: 3 clusters Score -714767.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -714771.187500 Penalty: 2824.786377
	Iteration 47Q: 3 clusters Score -714771.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -714775.750000 Penalty: 2824.786377
	Iteration 48Q: 3 clusters Score -714775.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -714778.500000 Penalty: 2824.786377
	Iteration 49Q: 3 clusters Score -714778.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -714782.375000 Penalty: 2824.786377
	Iteration 50Q: 3 clusters Score -714782.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -714787.500000 Penalty: 2824.786377
	Iteration 51Q: 3 clusters Score -714787.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -714790.562500 Penalty: 2824.786377
	Iteration 52Q: 3 clusters Score -714790.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -714793.562500 Penalty: 2824.786377
	Iteration 53Q: 3 clusters Score -714793.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -714794.312500 Penalty: 2824.786377
	Iteration 54Q: 3 clusters Score -714794.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -714797.187500 Penalty: 2824.786377
	Iteration 55Q: 3 clusters Score -714797.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -714798.875000 Penalty: 2824.786377
	Iteration 56Q: 3 clusters Score -714798.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -714798.375000 Penalty: 2824.786377
	Iteration 57Q: 3 clusters Score -714798.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -714800.375000 Penalty: 2824.786377
	Iteration 58Q: 3 clusters Score -714800.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -714804.187500 Penalty: 2824.786377
	Iteration 59Q: 3 clusters Score -714804.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -714805.937500 Penalty: 2824.786377
	Iteration 60F: 3 clusters Score -714805.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -714807.250000 Penalty: 2824.786377
	Iteration 61Q: 3 clusters Score -714807.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -714810.125000 Penalty: 2824.786377
	Iteration 62Q: 3 clusters Score -714810.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -714810.937500 Penalty: 2824.786377
	Iteration 63Q: 3 clusters Score -714810.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -714811.812500 Penalty: 2824.786377
	Iteration 64Q: 3 clusters Score -714811.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -714813.000000 Penalty: 2824.786377
	Iteration 65Q: 3 clusters Score -714813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -714813.437500 Penalty: 2824.786377
	Iteration 66Q: 3 clusters Score -714813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -714814.750000 Penalty: 2824.786377
	Iteration 67Q: 3 clusters Score -714814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -714815.687500 Penalty: 2824.786377
	Iteration 68Q: 3 clusters Score -714815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -714815.187500 Penalty: 2824.786377
	Iteration 69Q: 3 clusters Score -714815.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -714816.875000 Penalty: 2824.786377
	Iteration 70Q: 3 clusters Score -714816.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -714817.062500 Penalty: 2824.786377
	Iteration 71Q: 3 clusters Score -714817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -714819.125000 Penalty: 2824.786377
	Iteration 72Q: 3 clusters Score -714819.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -714821.125000 Penalty: 2824.786377
	Iteration 73Q: 3 clusters Score -714821.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -714825.375000 Penalty: 2824.786377
	Iteration 74Q: 3 clusters Score -714825.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -714827.750000 Penalty: 2824.786377
	Iteration 75Q: 3 clusters Score -714827.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -714833.125000 Penalty: 2824.786377
	Iteration 76Q: 3 clusters Score -714833.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -714835.937500 Penalty: 2824.786377
	Iteration 77Q: 3 clusters Score -714835.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -714840.937500 Penalty: 2824.786377
	Iteration 78Q: 3 clusters Score -714840.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -714845.125000 Penalty: 2824.786377
	Iteration 79Q: 3 clusters Score -714845.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -714846.250000 Penalty: 2824.786377
	Iteration 80F: 3 clusters Score -714846.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -714848.937500 Penalty: 2824.786377
	Iteration 81Q: 3 clusters Score -714848.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -714853.187500 Penalty: 2824.786377
	Iteration 82Q: 3 clusters Score -714853.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -714855.687500 Penalty: 2824.786377
	Iteration 83Q: 3 clusters Score -714855.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -714856.250000 Penalty: 2824.786377
	Iteration 84Q: 3 clusters Score -714856.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -714859.812500 Penalty: 2824.786377
	Iteration 85Q: 3 clusters Score -714859.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -714864.000000 Penalty: 2824.786377
	Iteration 86Q: 3 clusters Score -714864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -714865.687500 Penalty: 2824.786377
	Iteration 87Q: 3 clusters Score -714865.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -714866.812500 Penalty: 2824.786377
	Iteration 88Q: 3 clusters Score -714866.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -714868.625000 Penalty: 2824.786377
	Iteration 89Q: 3 clusters Score -714868.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -714870.562500 Penalty: 2824.786377
	Iteration 90Q: 3 clusters Score -714870.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -714871.812500 Penalty: 2824.786377
	Iteration 91Q: 3 clusters Score -714871.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -714877.125000 Penalty: 2824.786377
	Iteration 92Q: 3 clusters Score -714877.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -714878.937500 Penalty: 2824.786377
	Iteration 93Q: 3 clusters Score -714878.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -714884.812500 Penalty: 2824.786377
	Iteration 94Q: 3 clusters Score -714884.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -714890.500000 Penalty: 2824.786377
	Iteration 95Q: 3 clusters Score -714890.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -714895.375000 Penalty: 2824.786377
	Iteration 96Q: 3 clusters Score -714895.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -714900.750000 Penalty: 2824.786377
	Iteration 97Q: 3 clusters Score -714900.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -714907.937500 Penalty: 2824.786377
	Iteration 98Q: 3 clusters Score -714907.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -714911.250000 Penalty: 2824.786377
	Iteration 99Q: 3 clusters Score -714911.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -714914.125000 Penalty: 2824.786377
	Iteration 100F: 3 clusters Score -714914.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -714918.812500 Penalty: 2824.786377
	Iteration 101Q: 3 clusters Score -714918.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -714923.375000 Penalty: 2824.786377
	Iteration 102Q: 3 clusters Score -714923.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -714928.750000 Penalty: 2824.786377
	Iteration 103Q: 3 clusters Score -714928.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -714935.750000 Penalty: 2824.786377
	Iteration 104Q: 3 clusters Score -714935.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -714940.375000 Penalty: 2824.786377
	Iteration 105Q: 3 clusters Score -714940.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -714942.750000 Penalty: 2824.786377
	Iteration 106Q: 3 clusters Score -714942.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -714950.125000 Penalty: 2824.786377
	Iteration 107Q: 3 clusters Score -714950.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -714957.437500 Penalty: 2824.786377
	Iteration 108Q: 3 clusters Score -714957.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -714962.250000 Penalty: 2824.786377
	Iteration 109Q: 3 clusters Score -714962.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -714967.187500 Penalty: 2824.786377
	Iteration 110Q: 3 clusters Score -714967.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -714972.812500 Penalty: 2824.786377
	Iteration 111Q: 3 clusters Score -714972.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -714974.625000 Penalty: 2824.786377
	Iteration 112Q: 3 clusters Score -714974.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -714977.000000 Penalty: 2824.786377
	Iteration 113Q: 3 clusters Score -714977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -714976.875000 Penalty: 2824.786377
	Iteration 114Q: 3 clusters Score -714976.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -714978.937500 Penalty: 2824.786377
	Iteration 115Q: 3 clusters Score -714978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -714978.937500 Penalty: 2824.786377
	Iteration 116Q: 3 clusters Score -714978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -714981.062500 Penalty: 2824.786377
	Iteration 117Q: 3 clusters Score -714981.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -714983.625000 Penalty: 2824.786377
	Iteration 118Q: 3 clusters Score -714983.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -714984.250000 Penalty: 2824.786377
	Iteration 119Q: 3 clusters Score -714984.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -714986.000000 Penalty: 2824.786377
	Iteration 120F: 3 clusters Score -714986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -714989.312500 Penalty: 2824.786377
	Iteration 121Q: 3 clusters Score -714989.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -714990.500000 Penalty: 2824.786377
	Iteration 122Q: 3 clusters Score -714990.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -714992.562500 Penalty: 2824.786377
	Iteration 123Q: 3 clusters Score -714992.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -714996.000000 Penalty: 2824.786377
	Iteration 124Q: 3 clusters Score -714996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -714997.750000 Penalty: 2824.786377
	Iteration 125Q: 3 clusters Score -714997.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -715001.187500 Penalty: 2824.786377
	Iteration 126Q: 3 clusters Score -715001.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -715002.687500 Penalty: 2824.786377
	Iteration 127Q: 3 clusters Score -715002.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -715003.812500 Penalty: 2824.786377
	Iteration 128Q: 3 clusters Score -715003.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -715005.000000 Penalty: 2824.786377
	Iteration 129Q: 3 clusters Score -715005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -715005.937500 Penalty: 2824.786377
	Iteration 130Q: 3 clusters Score -715005.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -715007.625000 Penalty: 2824.786377
	Iteration 131Q: 3 clusters Score -715007.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -715007.500000 Penalty: 2824.786377
	Iteration 132Q: 3 clusters Score -715007.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -715011.250000 Penalty: 2824.786377
	Iteration 133Q: 3 clusters Score -715011.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -715010.750000 Penalty: 2824.786377
	Iteration 134Q: 3 clusters Score -715010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -715011.812500 Penalty: 2824.786377
	Iteration 135Q: 3 clusters Score -715011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -715012.500000 Penalty: 2824.786377
	Iteration 136Q: 3 clusters Score -715012.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -715011.750000 Penalty: 2824.786377
	Iteration 137Q: 3 clusters Score -715011.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -715011.750000 Penalty: 2824.786377
	Iteration 138F: 3 clusters Score -715011.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Entering Unmasked Estep 
Score: -1173904.875000 Penalty: 1491.529541
	Iteration 0F: 2 clusters Score -1173905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1166896.875000 Penalty: 2983.059082
	Iteration 0F: 3 clusters Score -1166897 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1169041.250000 Penalty: 2983.059082
	Iteration 1F: 3 clusters Score -1169041 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1169303.500000 Penalty: 2983.059082
	Iteration 2F: 3 clusters Score -1169304 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1169504.750000 Penalty: 2983.059082
	Iteration 3Q: 3 clusters Score -1169505 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1169672.875000 Penalty: 2983.059082
	Iteration 4Q: 3 clusters Score -1169673 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1169820.125000 Penalty: 2983.059082
	Iteration 5Q: 3 clusters Score -1169820 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1169958.750000 Penalty: 2983.059082
	Iteration 6Q: 3 clusters Score -1169959 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1170082.750000 Penalty: 2983.059082
	Iteration 7Q: 3 clusters Score -1170083 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1170206.875000 Penalty: 2983.059082
	Iteration 8Q: 3 clusters Score -1170207 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1170352.500000 Penalty: 2983.059082
	Iteration 9Q: 3 clusters Score -1170352 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1170504.000000 Penalty: 2983.059082
	Iteration 10Q: 3 clusters Score -1170504 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1170665.625000 Penalty: 2983.059082
	Iteration 11Q: 3 clusters Score -1170666 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1170857.000000 Penalty: 2983.059082
	Iteration 12Q: 3 clusters Score -1170857 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1171068.375000 Penalty: 2983.059082
	Iteration 13Q: 3 clusters Score -1171068 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1171312.500000 Penalty: 2983.059082
	Iteration 14Q: 3 clusters Score -1171312 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1171523.250000 Penalty: 2983.059082
	Iteration 15Q: 3 clusters Score -1171523 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1171681.000000 Penalty: 2983.059082
	Iteration 16Q: 3 clusters Score -1171681 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1171825.750000 Penalty: 2983.059082
	Iteration 17Q: 3 clusters Score -1171826 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1171948.625000 Penalty: 2983.059082
	Iteration 18Q: 3 clusters Score -1171949 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1172034.125000 Penalty: 2983.059082
	Iteration 19Q: 3 clusters Score -1172034 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1172105.375000 Penalty: 2983.059082
	Iteration 20F: 3 clusters Score -1172105 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1172178.750000 Penalty: 2983.059082
	Iteration 21Q: 3 clusters Score -1172179 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1172224.000000 Penalty: 2983.059082
	Iteration 22Q: 3 clusters Score -1172224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1172259.625000 Penalty: 2983.059082
	Iteration 23Q: 3 clusters Score -1172260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1172300.000000 Penalty: 2983.059082
	Iteration 24Q: 3 clusters Score -1172300 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1172338.500000 Penalty: 2983.059082
	Iteration 25Q: 3 clusters Score -1172338 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1172370.000000 Penalty: 2983.059082
	Iteration 26Q: 3 clusters Score -1172370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1172396.250000 Penalty: 2983.059082
	Iteration 27Q: 3 clusters Score -1172396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1172425.250000 Penalty: 2983.059082
	Iteration 28Q: 3 clusters Score -1172425 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1172450.125000 Penalty: 2983.059082
	Iteration 29Q: 3 clusters Score -1172450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1172470.875000 Penalty: 2983.059082
	Iteration 30Q: 3 clusters Score -1172471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1172489.625000 Penalty: 2983.059082
	Iteration 31Q: 3 clusters Score -1172490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1172513.500000 Penalty: 2983.059082
	Iteration 32Q: 3 clusters Score -1172514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1172534.625000 Penalty: 2983.059082
	Iteration 33Q: 3 clusters Score -1172535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1172557.750000 Penalty: 2983.059082
	Iteration 34Q: 3 clusters Score -1172558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1172576.125000 Penalty: 2983.059082
	Iteration 35Q: 3 clusters Score -1172576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1172587.250000 Penalty: 2983.059082
	Iteration 36Q: 3 clusters Score -1172587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1172603.250000 Penalty: 2983.059082
	Iteration 37Q: 3 clusters Score -1172603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1172614.000000 Penalty: 2983.059082
	Iteration 38Q: 3 clusters Score -1172614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1172631.000000 Penalty: 2983.059082
	Iteration 39Q: 3 clusters Score -1172631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1172646.125000 Penalty: 2983.059082
	Iteration 40F: 3 clusters Score -1172646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1172656.750000 Penalty: 2983.059082
	Iteration 41Q: 3 clusters Score -1172657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1172665.125000 Penalty: 2983.059082
	Iteration 42Q: 3 clusters Score -1172665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1172666.250000 Penalty: 2983.059082
	Iteration 43Q: 3 clusters Score -1172666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1172675.750000 Penalty: 2983.059082
	Iteration 44Q: 3 clusters Score -1172676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1172676.375000 Penalty: 2983.059082
	Iteration 45Q: 3 clusters Score -1172676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1172683.500000 Penalty: 2983.059082
	Iteration 46Q: 3 clusters Score -1172684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1172690.375000 Penalty: 2983.059082
	Iteration 47Q: 3 clusters Score -1172690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1172693.125000 Penalty: 2983.059082
	Iteration 48Q: 3 clusters Score -1172693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1172698.875000 Penalty: 2983.059082
	Iteration 49Q: 3 clusters Score -1172699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1172700.125000 Penalty: 2983.059082
	Iteration 50Q: 3 clusters Score -1172700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1172705.500000 Penalty: 2983.059082
	Iteration 51Q: 3 clusters Score -1172706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1172708.250000 Penalty: 2983.059082
	Iteration 52Q: 3 clusters Score -1172708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1172709.750000 Penalty: 2983.059082
	Iteration 53Q: 3 clusters Score -1172710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1172712.125000 Penalty: 2983.059082
	Iteration 54Q: 3 clusters Score -1172712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1172713.000000 Penalty: 2983.059082
	Iteration 55Q: 3 clusters Score -1172713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1172715.000000 Penalty: 2983.059082
	Iteration 56Q: 3 clusters Score -1172715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1172716.625000 Penalty: 2983.059082
	Iteration 57Q: 3 clusters Score -1172717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1172716.750000 Penalty: 2983.059082
	Iteration 58Q: 3 clusters Score -1172717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1172717.750000 Penalty: 2983.059082
	Iteration 59Q: 3 clusters Score -1172718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1172717.750000 Penalty: 2983.059082
	Iteration 60F: 3 clusters Score -1172718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Entering Unmasked Estep 
Score: -3644381.500000 Penalty: 1665.432251
	Iteration 0F: 2 clusters Score -3644382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3625305.750000 Penalty: 3330.864502
	Iteration 0F: 3 clusters Score -3625306 nChanged 12991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3632570.750000 Penalty: 3330.864502
	Iteration 1F: 3 clusters Score -3632571 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3633048.000000 Penalty: 3330.864502
	Iteration 2Q: 3 clusters Score -3633048 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3633502.750000 Penalty: 3330.864502
	Iteration 3Q: 3 clusters Score -3633503 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3634019.500000 Penalty: 3330.864502
	Iteration 4Q: 3 clusters Score -3634020 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3634673.750000 Penalty: 3330.864502
	Iteration 5Q: 3 clusters Score -3634674 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3635479.500000 Penalty: 3330.864502
	Iteration 6F: 3 clusters Score -3635480 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -3636452.250000 Penalty: 3330.864502
	Iteration 7F: 3 clusters Score -3636452 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3637548.000000 Penalty: 3330.864502
	Iteration 8F: 3 clusters Score -3637548 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3638607.750000 Penalty: 3330.864502
	Iteration 9F: 3 clusters Score -3638608 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3639455.500000 Penalty: 3330.864502
	Iteration 10Q: 3 clusters Score -3639456 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3640016.500000 Penalty: 3330.864502
	Iteration 11Q: 3 clusters Score -3640016 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3640393.000000 Penalty: 3330.864502
	Iteration 12Q: 3 clusters Score -3640393 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3640646.250000 Penalty: 3330.864502
	Iteration 13Q: 3 clusters Score -3640646 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -3640835.250000 Penalty: 3330.864502
	Iteration 14Q: 3 clusters Score -3640835 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3641021.000000 Penalty: 3330.864502
	Iteration 15Q: 3 clusters Score -3641021 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3641188.250000 Penalty: 3330.864502
	Iteration 16Q: 3 clusters Score -3641188 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -3641341.000000 Penalty: 3330.864502
	Iteration 17Q: 3 clusters Score -3641341 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3641454.000000 Penalty: 3330.864502
	Iteration 18Q: 3 clusters Score -3641454 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3641578.750000 Penalty: 3330.864502
	Iteration 19Q: 3 clusters Score -3641579 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3641665.250000 Penalty: 3330.864502
	Iteration 20F: 3 clusters Score -3641665 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -3641757.000000 Penalty: 3330.864502
	Iteration 21Q: 3 clusters Score -3641757 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3641855.250000 Penalty: 3330.864502
	Iteration 22Q: 3 clusters Score -3641855 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3641952.500000 Penalty: 3330.864502
	Iteration 23Q: 3 clusters Score -3641952 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3642060.000000 Penalty: 3330.864502
	Iteration 24Q: 3 clusters Score -3642060 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3642138.250000 Penalty: 3330.864502
	Iteration 25Q: 3 clusters Score -3642138 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3642211.250000 Penalty: 3330.864502
	Iteration 26Q: 3 clusters Score -3642211 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3642303.250000 Penalty: 3330.864502
	Iteration 27Q: 3 clusters Score -3642303 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3642372.500000 Penalty: 3330.864502
	Iteration 28Q: 3 clusters Score -3642372 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3642451.000000 Penalty: 3330.864502
	Iteration 29Q: 3 clusters Score -3642451 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3642535.250000 Penalty: 3330.864502
	Iteration 30Q: 3 clusters Score -3642535 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3642614.500000 Penalty: 3330.864502
	Iteration 31Q: 3 clusters Score -3642614 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3642674.250000 Penalty: 3330.864502
	Iteration 32Q: 3 clusters Score -3642674 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3642742.500000 Penalty: 3330.864502
	Iteration 33Q: 3 clusters Score -3642742 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -3642807.250000 Penalty: 3330.864502
	Iteration 34Q: 3 clusters Score -3642807 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3642866.250000 Penalty: 3330.864502
	Iteration 35Q: 3 clusters Score -3642866 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3642965.250000 Penalty: 3330.864502
	Iteration 36Q: 3 clusters Score -3642965 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3643069.000000 Penalty: 3330.864502
	Iteration 37Q: 3 clusters Score -3643069 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -3643179.500000 Penalty: 3330.864502
	Iteration 38Q: 3 clusters Score -3643180 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -3643253.250000 Penalty: 3330.864502
	Iteration 39Q: 3 clusters Score -3643253 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3643313.000000 Penalty: 3330.864502
	Iteration 40F: 3 clusters Score -3643313 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3643348.750000 Penalty: 3330.864502
	Iteration 41Q: 3 clusters Score -3643349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -3643362.000000 Penalty: 3330.864502
	Iteration 42Q: 3 clusters Score -3643362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -3643372.750000 Penalty: 3330.864502
	Iteration 43Q: 3 clusters Score -3643373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3643378.000000 Penalty: 3330.864502
	Iteration 44Q: 3 clusters Score -3643378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3643387.500000 Penalty: 3330.864502
	Iteration 45Q: 3 clusters Score -3643388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3643390.500000 Penalty: 3330.864502
	Iteration 46Q: 3 clusters Score -3643390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -3643394.750000 Penalty: 3330.864502
	Iteration 47Q: 3 clusters Score -3643395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -3643397.750000 Penalty: 3330.864502
	Iteration 48Q: 3 clusters Score -3643398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3643398.500000 Penalty: 3330.864502
	Iteration 49Q: 3 clusters Score -3643398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3643398.500000 Penalty: 3330.864502
	Iteration 50Q: 3 clusters Score -3643398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -3643401.250000 Penalty: 3330.864502
	Iteration 51Q: 3 clusters Score -3643401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3643403.250000 Penalty: 3330.864502
	Iteration 52Q: 3 clusters Score -3643403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3643406.500000 Penalty: 3330.864502
	Iteration 53Q: 3 clusters Score -3643406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -3643401.500000 Penalty: 3330.864502
	Iteration 54Q: 3 clusters Score -3643402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3643400.750000 Penalty: 3330.864502
	Iteration 55Q: 3 clusters Score -3643401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3643398.500000 Penalty: 3330.864502
	Iteration 56Q: 3 clusters Score -3643398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -3643398.500000 Penalty: 3330.864502
	Iteration 57Q: 3 clusters Score -3643398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -3643399.500000 Penalty: 3330.864502
	Iteration 58Q: 3 clusters Score -3643400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -3643399.500000 Penalty: 3330.864502
	Iteration 59F: 3 clusters Score -3643400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Entering Unmasked Estep 
Score: -507320.906250 Penalty: 1349.480469
	Iteration 0F: 2 clusters Score -507320.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -503926.125000 Penalty: 2698.960938
	Iteration 0F: 3 clusters Score -503926.1 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -504812.625000 Penalty: 2698.960938
	Iteration 1F: 3 clusters Score -504812.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -505005.843750 Penalty: 2698.960938
	Iteration 2F: 3 clusters Score -505005.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -505141.906250 Penalty: 2698.960938
	Iteration 3F: 3 clusters Score -505141.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -505238.343750 Penalty: 2698.960938
	Iteration 4Q: 3 clusters Score -505238.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -505314.687500 Penalty: 2698.960938
	Iteration 5Q: 3 clusters Score -505314.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -505364.312500 Penalty: 2698.960938
	Iteration 6Q: 3 clusters Score -505364.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -505409.593750 Penalty: 2698.960938
	Iteration 7Q: 3 clusters Score -505409.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -505448.218750 Penalty: 2698.960938
	Iteration 8Q: 3 clusters Score -505448.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -505483.750000 Penalty: 2698.960938
	Iteration 9Q: 3 clusters Score -505483.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -505516.687500 Penalty: 2698.960938
	Iteration 10Q: 3 clusters Score -505516.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -505549.218750 Penalty: 2698.960938
	Iteration 11Q: 3 clusters Score -505549.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -505584.062500 Penalty: 2698.960938
	Iteration 12Q: 3 clusters Score -505584.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -505620.437500 Penalty: 2698.960938
	Iteration 13Q: 3 clusters Score -505620.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -505671.781250 Penalty: 2698.960938
	Iteration 14Q: 3 clusters Score -505671.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -505731.812500 Penalty: 2698.960938
	Iteration 15Q: 3 clusters Score -505731.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -505801.156250 Penalty: 2698.960938
	Iteration 16Q: 3 clusters Score -505801.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -505880.562500 Penalty: 2698.960938
	Iteration 17Q: 3 clusters Score -505880.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -505990.500000 Penalty: 2698.960938
	Iteration 18Q: 3 clusters Score -505990.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -506090.531250 Penalty: 2698.960938
	Iteration 19Q: 3 clusters Score -506090.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -506184.937500 Penalty: 2698.960938
	Iteration 20F: 3 clusters Score -506184.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -506253.437500 Penalty: 2698.960938
	Iteration 21Q: 3 clusters Score -506253.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -506303.656250 Penalty: 2698.960938
	Iteration 22Q: 3 clusters Score -506303.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -506344.843750 Penalty: 2698.960938
	Iteration 23Q: 3 clusters Score -506344.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -506379.218750 Penalty: 2698.960938
	Iteration 24Q: 3 clusters Score -506379.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -506423.468750 Penalty: 2698.960938
	Iteration 25Q: 3 clusters Score -506423.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -506448.875000 Penalty: 2698.960938
	Iteration 26Q: 3 clusters Score -506448.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -506470.625000 Penalty: 2698.960938
	Iteration 27Q: 3 clusters Score -506470.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -506483.281250 Penalty: 2698.960938
	Iteration 28Q: 3 clusters Score -506483.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -506487.468750 Penalty: 2698.960938
	Iteration 29Q: 3 clusters Score -506487.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -506491.187500 Penalty: 2698.960938
	Iteration 30Q: 3 clusters Score -506491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -506492.000000 Penalty: 2698.960938
	Iteration 31Q: 3 clusters Score -506492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -506493.218750 Penalty: 2698.960938
	Iteration 32Q: 3 clusters Score -506493.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -506496.656250 Penalty: 2698.960938
	Iteration 33Q: 3 clusters Score -506496.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -506501.062500 Penalty: 2698.960938
	Iteration 34Q: 3 clusters Score -506501.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -506505.000000 Penalty: 2698.960938
	Iteration 35Q: 3 clusters Score -506505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -506506.781250 Penalty: 2698.960938
	Iteration 36Q: 3 clusters Score -506506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -506513.281250 Penalty: 2698.960938
	Iteration 37F: 3 clusters Score -506513.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -506516.031250 Penalty: 2698.960938
	Iteration 38Q: 3 clusters Score -506516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -506519.281250 Penalty: 2698.960938
	Iteration 39Q: 3 clusters Score -506519.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -506523.437500 Penalty: 2698.960938
	Iteration 40F: 3 clusters Score -506523.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Entering Unmasked Estep 
Score: -986950.187500 Penalty: 1456.388672
	Iteration 0F: 2 clusters Score -986950.2 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 3906 members 
Entering Unmasked Estep 
Score: -981123.875000 Penalty: 2912.777344
	Iteration 0F: 3 clusters Score -981123.9 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -982891.312500 Penalty: 2912.777344
	Iteration 1F: 3 clusters Score -982891.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -983155.375000 Penalty: 2912.777344
	Iteration 2F: 3 clusters Score -983155.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -983386.937500 Penalty: 2912.777344
	Iteration 3F: 3 clusters Score -983386.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -983558.812500 Penalty: 2912.777344
	Iteration 4Q: 3 clusters Score -983558.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -983735.500000 Penalty: 2912.777344
	Iteration 5Q: 3 clusters Score -983735.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -983955.375000 Penalty: 2912.777344
	Iteration 6Q: 3 clusters Score -983955.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -984263.750000 Penalty: 2912.777344
	Iteration 7F: 3 clusters Score -984263.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -984671.687500 Penalty: 2912.777344
	Iteration 8F: 3 clusters Score -984671.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -985170.437500 Penalty: 2912.777344
	Iteration 9F: 3 clusters Score -985170.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -985625.750000 Penalty: 2912.777344
	Iteration 10F: 3 clusters Score -985625.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -985941.625000 Penalty: 2912.777344
	Iteration 11Q: 3 clusters Score -985941.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -986132.250000 Penalty: 2912.777344
	Iteration 12Q: 3 clusters Score -986132.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -986255.750000 Penalty: 2912.777344
	Iteration 13Q: 3 clusters Score -986255.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -986323.875000 Penalty: 2912.777344
	Iteration 14Q: 3 clusters Score -986323.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -986361.125000 Penalty: 2912.777344
	Iteration 15Q: 3 clusters Score -986361.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -986383.250000 Penalty: 2912.777344
	Iteration 16Q: 3 clusters Score -986383.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -986391.250000 Penalty: 2912.777344
	Iteration 17Q: 3 clusters Score -986391.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -986391.875000 Penalty: 2912.777344
	Iteration 18Q: 3 clusters Score -986391.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -986395.875000 Penalty: 2912.777344
	Iteration 19Q: 3 clusters Score -986395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -986401.750000 Penalty: 2912.777344
	Iteration 20F: 3 clusters Score -986401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -986401.312500 Penalty: 2912.777344
	Iteration 21Q: 3 clusters Score -986401.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -986401.687500 Penalty: 2912.777344
	Iteration 22Q: 3 clusters Score -986401.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -986401.187500 Penalty: 2912.777344
	Iteration 23Q: 3 clusters Score -986401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -986404.000000 Penalty: 2912.777344
	Iteration 24Q: 3 clusters Score -986404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -986404.062500 Penalty: 2912.777344
	Iteration 25Q: 3 clusters Score -986404.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -986404.687500 Penalty: 2912.777344
	Iteration 26Q: 3 clusters Score -986404.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -986406.875000 Penalty: 2912.777344
	Iteration 27Q: 3 clusters Score -986406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -986406.250000 Penalty: 2912.777344
	Iteration 28Q: 3 clusters Score -986406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -986406.062500 Penalty: 2912.777344
	Iteration 29Q: 3 clusters Score -986406.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -986407.500000 Penalty: 2912.777344
	Iteration 30Q: 3 clusters Score -986407.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -986408.687500 Penalty: 2912.777344
	Iteration 31Q: 3 clusters Score -986408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -986410.375000 Penalty: 2912.777344
	Iteration 32Q: 3 clusters Score -986410.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -986412.812500 Penalty: 2912.777344
	Iteration 33Q: 3 clusters Score -986412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -986415.937500 Penalty: 2912.777344
	Iteration 34Q: 3 clusters Score -986415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -986414.875000 Penalty: 2912.777344
	Iteration 35Q: 3 clusters Score -986414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -986416.187500 Penalty: 2912.777344
	Iteration 36Q: 3 clusters Score -986416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -986415.937500 Penalty: 2912.777344
	Iteration 37Q: 3 clusters Score -986415.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -986416.062500 Penalty: 2912.777344
	Iteration 38Q: 3 clusters Score -986416.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -986417.687500 Penalty: 2912.777344
	Iteration 39Q: 3 clusters Score -986417.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -986417.687500 Penalty: 2912.777344
	Iteration 40F: 3 clusters Score -986417.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Entering Unmasked Estep 
Score: -1888926.875000 Penalty: 1562.795776
	Iteration 0F: 2 clusters Score -1888927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1878564.750000 Penalty: 3125.591553
	Iteration 0F: 3 clusters Score -1878565 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1882225.500000 Penalty: 3125.591553
	Iteration 1F: 3 clusters Score -1882226 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1882604.875000 Penalty: 3125.591553
	Iteration 2F: 3 clusters Score -1882605 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1882956.875000 Penalty: 3125.591553
	Iteration 3F: 3 clusters Score -1882957 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1883379.750000 Penalty: 3125.591553
	Iteration 4F: 3 clusters Score -1883380 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1883940.625000 Penalty: 3125.591553
	Iteration 5F: 3 clusters Score -1883941 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1884600.375000 Penalty: 3125.591553
	Iteration 6F: 3 clusters Score -1884600 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1885271.625000 Penalty: 3125.591553
	Iteration 7F: 3 clusters Score -1885272 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1885918.500000 Penalty: 3125.591553
	Iteration 8F: 3 clusters Score -1885918 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1886437.375000 Penalty: 3125.591553
	Iteration 9Q: 3 clusters Score -1886437 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1886797.625000 Penalty: 3125.591553
	Iteration 10Q: 3 clusters Score -1886798 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1887046.625000 Penalty: 3125.591553
	Iteration 11Q: 3 clusters Score -1887047 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1887223.875000 Penalty: 3125.591553
	Iteration 12Q: 3 clusters Score -1887224 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1887357.250000 Penalty: 3125.591553
	Iteration 13Q: 3 clusters Score -1887357 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1887471.750000 Penalty: 3125.591553
	Iteration 14Q: 3 clusters Score -1887472 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1887564.625000 Penalty: 3125.591553
	Iteration 15Q: 3 clusters Score -1887565 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1887642.500000 Penalty: 3125.591553
	Iteration 16Q: 3 clusters Score -1887642 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1887698.625000 Penalty: 3125.591553
	Iteration 17Q: 3 clusters Score -1887699 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1887742.375000 Penalty: 3125.591553
	Iteration 18Q: 3 clusters Score -1887742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1887782.250000 Penalty: 3125.591553
	Iteration 19Q: 3 clusters Score -1887782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1887811.375000 Penalty: 3125.591553
	Iteration 20F: 3 clusters Score -1887811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1887837.625000 Penalty: 3125.591553
	Iteration 21Q: 3 clusters Score -1887838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1887861.125000 Penalty: 3125.591553
	Iteration 22Q: 3 clusters Score -1887861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1887882.625000 Penalty: 3125.591553
	Iteration 23Q: 3 clusters Score -1887883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1887908.625000 Penalty: 3125.591553
	Iteration 24Q: 3 clusters Score -1887909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1887925.500000 Penalty: 3125.591553
	Iteration 25Q: 3 clusters Score -1887926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1887941.875000 Penalty: 3125.591553
	Iteration 26Q: 3 clusters Score -1887942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1887954.500000 Penalty: 3125.591553
	Iteration 27Q: 3 clusters Score -1887954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1887959.000000 Penalty: 3125.591553
	Iteration 28Q: 3 clusters Score -1887959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1887959.000000 Penalty: 3125.591553
	Iteration 29Q: 3 clusters Score -1887959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1887963.250000 Penalty: 3125.591553
	Iteration 30Q: 3 clusters Score -1887963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1887969.250000 Penalty: 3125.591553
	Iteration 31Q: 3 clusters Score -1887969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1887975.500000 Penalty: 3125.591553
	Iteration 32Q: 3 clusters Score -1887976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1887980.000000 Penalty: 3125.591553
	Iteration 33Q: 3 clusters Score -1887980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1887980.000000 Penalty: 3125.591553
	Iteration 34Q: 3 clusters Score -1887980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1887981.375000 Penalty: 3125.591553
	Iteration 35Q: 3 clusters Score -1887981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1887984.125000 Penalty: 3125.591553
	Iteration 36Q: 3 clusters Score -1887984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1887983.750000 Penalty: 3125.591553
	Iteration 37Q: 3 clusters Score -1887984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1887982.375000 Penalty: 3125.591553
	Iteration 38Q: 3 clusters Score -1887982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1887982.375000 Penalty: 3125.591553
	Iteration 39F: 3 clusters Score -1887982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (129838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129838 members 
Entering Unmasked Estep 
Score: -16604393.000000 Penalty: 1913.281982
	Iteration 0F: 2 clusters Score -1.660439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 64821 members 
Entering Unmasked Estep 
Score: -16522516.000000 Penalty: 3826.563965
	Iteration 0F: 3 clusters Score -1.652252e+07 nChanged 62350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -16559732.000000 Penalty: 3826.563965
	Iteration 1F: 3 clusters Score -1.655973e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63305 members 
Mstep: Class 2 contains 66533 members 
Entering Unmasked Estep 
Score: -16561000.000000 Penalty: 3826.563965
	Iteration 2Q: 3 clusters Score -1.6561e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -16562557.000000 Penalty: 3826.563965
	Iteration 3Q: 3 clusters Score -1.656256e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -16564499.000000 Penalty: 3826.563965
	Iteration 4Q: 3 clusters Score -1.65645e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 70707 members 
Entering Unmasked Estep 
Score: -16566817.000000 Penalty: 3826.563965
	Iteration 5Q: 3 clusters Score -1.656682e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -16569196.000000 Penalty: 3826.563965
	Iteration 6Q: 3 clusters Score -1.65692e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 75186 members 
Entering Unmasked Estep 
Score: -16571365.000000 Penalty: 3826.563965
	Iteration 7F: 3 clusters Score -1.657136e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 77422 members 
Entering Unmasked Estep 
Score: -16573068.000000 Penalty: 3826.563965
	Iteration 8Q: 3 clusters Score -1.657307e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 79251 members 
Entering Unmasked Estep 
Score: -16574702.000000 Penalty: 3826.563965
	Iteration 9Q: 3 clusters Score -1.65747e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 80441 members 
Entering Unmasked Estep 
Score: -16576264.000000 Penalty: 3826.563965
	Iteration 10Q: 3 clusters Score -1.657626e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -16578413.000000 Penalty: 3826.563965
	Iteration 11Q: 3 clusters Score -1.657841e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 80604 members 
Entering Unmasked Estep 
Score: -16581261.000000 Penalty: 3826.563965
	Iteration 12Q: 3 clusters Score -1.658126e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -16583910.000000 Penalty: 3826.563965
	Iteration 13Q: 3 clusters Score -1.658391e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 78419 members 
Entering Unmasked Estep 
Score: -16585391.000000 Penalty: 3826.563965
	Iteration 14Q: 3 clusters Score -1.658539e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 77193 members 
Entering Unmasked Estep 
Score: -16586152.000000 Penalty: 3826.563965
	Iteration 15Q: 3 clusters Score -1.658615e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 75962 members 
Entering Unmasked Estep 
Score: -16586323.000000 Penalty: 3826.563965
	Iteration 16Q: 3 clusters Score -1.658632e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -16586458.000000 Penalty: 3826.563965
	Iteration 17Q: 3 clusters Score -1.658646e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 73505 members 
Entering Unmasked Estep 
Score: -16586543.000000 Penalty: 3826.563965
	Iteration 18Q: 3 clusters Score -1.658654e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -16586707.000000 Penalty: 3826.563965
	Iteration 19Q: 3 clusters Score -1.658671e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -16586915.000000 Penalty: 3826.563965
	Iteration 20F: 3 clusters Score -1.658692e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -16587137.000000 Penalty: 3826.563965
	Iteration 21Q: 3 clusters Score -1.658714e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 66500 members 
Entering Unmasked Estep 
Score: -16587395.000000 Penalty: 3826.563965
	Iteration 22Q: 3 clusters Score -1.65874e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -16587866.000000 Penalty: 3826.563965
	Iteration 23Q: 3 clusters Score -1.658787e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -16588349.000000 Penalty: 3826.563965
	Iteration 24Q: 3 clusters Score -1.658835e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -16588873.000000 Penalty: 3826.563965
	Iteration 25Q: 3 clusters Score -1.658887e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73917 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -16590020.000000 Penalty: 3826.563965
	Iteration 26Q: 3 clusters Score -1.659002e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -16591522.000000 Penalty: 3826.563965
	Iteration 27Q: 3 clusters Score -1.659152e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -16593448.000000 Penalty: 3826.563965
	Iteration 28Q: 3 clusters Score -1.659345e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84195 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -16595887.000000 Penalty: 3826.563965
	Iteration 29Q: 3 clusters Score -1.659589e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87357 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -16598083.000000 Penalty: 3826.563965
	Iteration 30Q: 3 clusters Score -1.659808e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89764 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -16599636.000000 Penalty: 3826.563965
	Iteration 31Q: 3 clusters Score -1.659964e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91511 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -16600913.000000 Penalty: 3826.563965
	Iteration 32Q: 3 clusters Score -1.660091e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -16601755.000000 Penalty: 3826.563965
	Iteration 33Q: 3 clusters Score -1.660176e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93513 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -16602205.000000 Penalty: 3826.563965
	Iteration 34Q: 3 clusters Score -1.66022e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94095 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -16602665.000000 Penalty: 3826.563965
	Iteration 35Q: 3 clusters Score -1.660266e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -16602919.000000 Penalty: 3826.563965
	Iteration 36Q: 3 clusters Score -1.660292e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -16603219.000000 Penalty: 3826.563965
	Iteration 37Q: 3 clusters Score -1.660322e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -16603358.000000 Penalty: 3826.563965
	Iteration 38Q: 3 clusters Score -1.660336e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -16603411.000000 Penalty: 3826.563965
	Iteration 39Q: 3 clusters Score -1.660341e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95136 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -16604234.000000 Penalty: 3826.563965
	Iteration 40F: 3 clusters Score -1.660423e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95683 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -16604431.000000 Penalty: 3826.563965
	Iteration 41Q: 3 clusters Score -1.660443e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96088 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -16604449.000000 Penalty: 3826.563965
	Iteration 42Q: 3 clusters Score -1.660445e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -16604439.000000 Penalty: 3826.563965
	Iteration 43Q: 3 clusters Score -1.660444e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96580 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -16604439.000000 Penalty: 3826.563965
	Iteration 44Q: 3 clusters Score -1.660444e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -16604438.000000 Penalty: 3826.563965
	Iteration 45Q: 3 clusters Score -1.660444e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96841 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -16604452.000000 Penalty: 3826.563965
	Iteration 46Q: 3 clusters Score -1.660445e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96929 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -16604426.000000 Penalty: 3826.563965
	Iteration 47Q: 3 clusters Score -1.660443e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96988 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -16604437.000000 Penalty: 3826.563965
	Iteration 48Q: 3 clusters Score -1.660444e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97030 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -16604426.000000 Penalty: 3826.563965
	Iteration 49Q: 3 clusters Score -1.660443e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97067 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -16604406.000000 Penalty: 3826.563965
	Iteration 50Q: 3 clusters Score -1.660441e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97094 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -16604404.000000 Penalty: 3826.563965
	Iteration 51Q: 3 clusters Score -1.66044e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97124 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -16604415.000000 Penalty: 3826.563965
	Iteration 52Q: 3 clusters Score -1.660442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -16604422.000000 Penalty: 3826.563965
	Iteration 53Q: 3 clusters Score -1.660442e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97150 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -16604405.000000 Penalty: 3826.563965
	Iteration 54Q: 3 clusters Score -1.66044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97153 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -16604409.000000 Penalty: 3826.563965
	Iteration 55Q: 3 clusters Score -1.660441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -16604387.000000 Penalty: 3826.563965
	Iteration 56Q: 3 clusters Score -1.660439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -16604375.000000 Penalty: 3826.563965
	Iteration 57Q: 3 clusters Score -1.660438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97168 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -16604381.000000 Penalty: 3826.563965
	Iteration 58Q: 3 clusters Score -1.660438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97170 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -16604384.000000 Penalty: 3826.563965
	Iteration 59Q: 3 clusters Score -1.660438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -16604377.000000 Penalty: 3826.563965
	Iteration 60F: 3 clusters Score -1.660438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -16604381.000000 Penalty: 3826.563965
	Iteration 61Q: 3 clusters Score -1.660438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -16604387.000000 Penalty: 3826.563965
	Iteration 62Q: 3 clusters Score -1.660439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -16604371.000000 Penalty: 3826.563965
	Iteration 63Q: 3 clusters Score -1.660437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97171 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -16604371.000000 Penalty: 3826.563965
	Iteration 64Q: 3 clusters Score -1.660437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97168 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -16604376.000000 Penalty: 3826.563965
	Iteration 65Q: 3 clusters Score -1.660438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97168 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -16604378.000000 Penalty: 3826.563965
	Iteration 66Q: 3 clusters Score -1.660438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97169 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -16604376.000000 Penalty: 3826.563965
	Iteration 67Q: 3 clusters Score -1.660438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97169 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -16604372.000000 Penalty: 3826.563965
	Iteration 68Q: 3 clusters Score -1.660437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97169 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -16604373.000000 Penalty: 3826.563965
	Iteration 69Q: 3 clusters Score -1.660437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97170 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -16604370.000000 Penalty: 3826.563965
	Iteration 70Q: 3 clusters Score -1.660437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97171 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -16604371.000000 Penalty: 3826.563965
	Iteration 71Q: 3 clusters Score -1.660437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -16604376.000000 Penalty: 3826.563965
	Iteration 72Q: 3 clusters Score -1.660438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97171 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -16604370.000000 Penalty: 3826.563965
	Iteration 73Q: 3 clusters Score -1.660437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97171 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -16604370.000000 Penalty: 3826.563965
	Iteration 74F: 3 clusters Score -1.660437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -711839.000000 Penalty: 1418.815796
	Iteration 0F: 2 clusters Score -711839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -707155.000000 Penalty: 2837.631592
	Iteration 0F: 3 clusters Score -707155 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -708725.000000 Penalty: 2837.631592
	Iteration 1F: 3 clusters Score -708725 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -709104.062500 Penalty: 2837.631592
	Iteration 2F: 3 clusters Score -709104.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -709427.437500 Penalty: 2837.631592
	Iteration 3F: 3 clusters Score -709427.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -709718.375000 Penalty: 2837.631592
	Iteration 4F: 3 clusters Score -709718.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -709958.812500 Penalty: 2837.631592
	Iteration 5F: 3 clusters Score -709958.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -710132.750000 Penalty: 2837.631592
	Iteration 6Q: 3 clusters Score -710132.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -710260.687500 Penalty: 2837.631592
	Iteration 7Q: 3 clusters Score -710260.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -710349.375000 Penalty: 2837.631592
	Iteration 8Q: 3 clusters Score -710349.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -710403.687500 Penalty: 2837.631592
	Iteration 9Q: 3 clusters Score -710403.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -710443.500000 Penalty: 2837.631592
	Iteration 10Q: 3 clusters Score -710443.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -710463.937500 Penalty: 2837.631592
	Iteration 11Q: 3 clusters Score -710463.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -710487.750000 Penalty: 2837.631592
	Iteration 12Q: 3 clusters Score -710487.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -710508.062500 Penalty: 2837.631592
	Iteration 13Q: 3 clusters Score -710508.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -710521.000000 Penalty: 2837.631592
	Iteration 14Q: 3 clusters Score -710521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -710533.187500 Penalty: 2837.631592
	Iteration 15Q: 3 clusters Score -710533.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -710547.187500 Penalty: 2837.631592
	Iteration 16Q: 3 clusters Score -710547.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -710554.250000 Penalty: 2837.631592
	Iteration 17Q: 3 clusters Score -710554.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -710559.187500 Penalty: 2837.631592
	Iteration 18Q: 3 clusters Score -710559.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -710563.875000 Penalty: 2837.631592
	Iteration 19Q: 3 clusters Score -710563.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -710567.437500 Penalty: 2837.631592
	Iteration 20F: 3 clusters Score -710567.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -710570.187500 Penalty: 2837.631592
	Iteration 21Q: 3 clusters Score -710570.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -710573.562500 Penalty: 2837.631592
	Iteration 22Q: 3 clusters Score -710573.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -710576.500000 Penalty: 2837.631592
	Iteration 23Q: 3 clusters Score -710576.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -710578.687500 Penalty: 2837.631592
	Iteration 24Q: 3 clusters Score -710578.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -710580.687500 Penalty: 2837.631592
	Iteration 25Q: 3 clusters Score -710580.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -710583.875000 Penalty: 2837.631592
	Iteration 26Q: 3 clusters Score -710583.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -710585.750000 Penalty: 2837.631592
	Iteration 27Q: 3 clusters Score -710585.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -710584.500000 Penalty: 2837.631592
	Iteration 28Q: 3 clusters Score -710584.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -710586.937500 Penalty: 2837.631592
	Iteration 29Q: 3 clusters Score -710586.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -710589.312500 Penalty: 2837.631592
	Iteration 30Q: 3 clusters Score -710589.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -710591.000000 Penalty: 2837.631592
	Iteration 31Q: 3 clusters Score -710591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -710591.562500 Penalty: 2837.631592
	Iteration 32Q: 3 clusters Score -710591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -710593.250000 Penalty: 2837.631592
	Iteration 33Q: 3 clusters Score -710593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -710593.500000 Penalty: 2837.631592
	Iteration 34Q: 3 clusters Score -710593.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -710594.000000 Penalty: 2837.631592
	Iteration 35Q: 3 clusters Score -710594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -710594.687500 Penalty: 2837.631592
	Iteration 36Q: 3 clusters Score -710594.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -710595.062500 Penalty: 2837.631592
	Iteration 37Q: 3 clusters Score -710595.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -710596.312500 Penalty: 2837.631592
	Iteration 38Q: 3 clusters Score -710596.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -710598.062500 Penalty: 2837.631592
	Iteration 39Q: 3 clusters Score -710598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -710599.437500 Penalty: 2837.631592
	Iteration 40F: 3 clusters Score -710599.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -710599.375000 Penalty: 2837.631592
	Iteration 41Q: 3 clusters Score -710599.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -710600.500000 Penalty: 2837.631592
	Iteration 42Q: 3 clusters Score -710600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -710599.937500 Penalty: 2837.631592
	Iteration 43Q: 3 clusters Score -710599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -710600.312500 Penalty: 2837.631592
	Iteration 44Q: 3 clusters Score -710600.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -710601.625000 Penalty: 2837.631592
	Iteration 45Q: 3 clusters Score -710601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -710602.187500 Penalty: 2837.631592
	Iteration 46Q: 3 clusters Score -710602.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -710602.187500 Penalty: 2837.631592
	Iteration 47F: 3 clusters Score -710602.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (59385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Entering Unmasked Estep 
Score: -7500013.000000 Penalty: 1786.166870
	Iteration 0F: 2 clusters Score -7500013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -7460296.500000 Penalty: 3572.333740
	Iteration 0F: 3 clusters Score -7460296 nChanged 28032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -7476522.000000 Penalty: 3572.333740
	Iteration 1F: 3 clusters Score -7476522 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -7477242.500000 Penalty: 3572.333740
	Iteration 2Q: 3 clusters Score -7477242 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -7478243.500000 Penalty: 3572.333740
	Iteration 3Q: 3 clusters Score -7478244 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -7479505.500000 Penalty: 3572.333740
	Iteration 4Q: 3 clusters Score -7479506 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -7481645.500000 Penalty: 3572.333740
	Iteration 5F: 3 clusters Score -7481646 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -7484722.000000 Penalty: 3572.333740
	Iteration 6F: 3 clusters Score -7484722 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -7488824.000000 Penalty: 3572.333740
	Iteration 7F: 3 clusters Score -7488824 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -7492628.500000 Penalty: 3572.333740
	Iteration 8F: 3 clusters Score -7492628 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -7495410.500000 Penalty: 3572.333740
	Iteration 9Q: 3 clusters Score -7495410 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -7497008.000000 Penalty: 3572.333740
	Iteration 10Q: 3 clusters Score -7497008 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7497762.500000 Penalty: 3572.333740
	Iteration 11Q: 3 clusters Score -7497762 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7498066.000000 Penalty: 3572.333740
	Iteration 12Q: 3 clusters Score -7498066 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7498233.500000 Penalty: 3572.333740
	Iteration 13Q: 3 clusters Score -7498234 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58170 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7498328.000000 Penalty: 3572.333740
	Iteration 14Q: 3 clusters Score -7498328 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7498395.500000 Penalty: 3572.333740
	Iteration 15Q: 3 clusters Score -7498396 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7498448.500000 Penalty: 3572.333740
	Iteration 16Q: 3 clusters Score -7498448 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7498500.500000 Penalty: 3572.333740
	Iteration 17Q: 3 clusters Score -7498500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58490 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7498533.500000 Penalty: 3572.333740
	Iteration 18Q: 3 clusters Score -7498534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7498556.000000 Penalty: 3572.333740
	Iteration 19Q: 3 clusters Score -7498556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7498565.500000 Penalty: 3572.333740
	Iteration 20F: 3 clusters Score -7498566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7498575.000000 Penalty: 3572.333740
	Iteration 21Q: 3 clusters Score -7498575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7498589.500000 Penalty: 3572.333740
	Iteration 22Q: 3 clusters Score -7498590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7498601.500000 Penalty: 3572.333740
	Iteration 23Q: 3 clusters Score -7498602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7498608.000000 Penalty: 3572.333740
	Iteration 24Q: 3 clusters Score -7498608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7498605.500000 Penalty: 3572.333740
	Iteration 25Q: 3 clusters Score -7498606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7498615.500000 Penalty: 3572.333740
	Iteration 26Q: 3 clusters Score -7498616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7498623.500000 Penalty: 3572.333740
	Iteration 27Q: 3 clusters Score -7498624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7498624.000000 Penalty: 3572.333740
	Iteration 28Q: 3 clusters Score -7498624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7498632.000000 Penalty: 3572.333740
	Iteration 29Q: 3 clusters Score -7498632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7498636.000000 Penalty: 3572.333740
	Iteration 30Q: 3 clusters Score -7498636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7498638.000000 Penalty: 3572.333740
	Iteration 31Q: 3 clusters Score -7498638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7498645.500000 Penalty: 3572.333740
	Iteration 32Q: 3 clusters Score -7498646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7498641.000000 Penalty: 3572.333740
	Iteration 33Q: 3 clusters Score -7498641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7498635.500000 Penalty: 3572.333740
	Iteration 34Q: 3 clusters Score -7498636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7498636.500000 Penalty: 3572.333740
	Iteration 35Q: 3 clusters Score -7498636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7498636.500000 Penalty: 3572.333740
	Iteration 36F: 3 clusters Score -7498636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Entering Unmasked Estep 
Score: -317816.375000 Penalty: 1279.953735
	Iteration 0F: 2 clusters Score -317816.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -315306.531250 Penalty: 2559.907471
	Iteration 0F: 3 clusters Score -315306.5 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -315858.343750 Penalty: 2559.907471
	Iteration 1F: 3 clusters Score -315858.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -315985.937500 Penalty: 2559.907471
	Iteration 2F: 3 clusters Score -315985.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -316080.468750 Penalty: 2559.907471
	Iteration 3F: 3 clusters Score -316080.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -316142.281250 Penalty: 2559.907471
	Iteration 4Q: 3 clusters Score -316142.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -316187.531250 Penalty: 2559.907471
	Iteration 5Q: 3 clusters Score -316187.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -316230.250000 Penalty: 2559.907471
	Iteration 6Q: 3 clusters Score -316230.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -316265.656250 Penalty: 2559.907471
	Iteration 7Q: 3 clusters Score -316265.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -316290.250000 Penalty: 2559.907471
	Iteration 8Q: 3 clusters Score -316290.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -316316.187500 Penalty: 2559.907471
	Iteration 9Q: 3 clusters Score -316316.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -316352.437500 Penalty: 2559.907471
	Iteration 10Q: 3 clusters Score -316352.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -316400.281250 Penalty: 2559.907471
	Iteration 11Q: 3 clusters Score -316400.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -316446.875000 Penalty: 2559.907471
	Iteration 12Q: 3 clusters Score -316446.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -316494.406250 Penalty: 2559.907471
	Iteration 13Q: 3 clusters Score -316494.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -316548.125000 Penalty: 2559.907471
	Iteration 14Q: 3 clusters Score -316548.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -316609.906250 Penalty: 2559.907471
	Iteration 15Q: 3 clusters Score -316609.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -316658.281250 Penalty: 2559.907471
	Iteration 16Q: 3 clusters Score -316658.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -316690.187500 Penalty: 2559.907471
	Iteration 17Q: 3 clusters Score -316690.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -316718.312500 Penalty: 2559.907471
	Iteration 18Q: 3 clusters Score -316718.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -316754.531250 Penalty: 2559.907471
	Iteration 19Q: 3 clusters Score -316754.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -316774.375000 Penalty: 2559.907471
	Iteration 20F: 3 clusters Score -316774.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -316788.937500 Penalty: 2559.907471
	Iteration 21Q: 3 clusters Score -316788.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -316804.937500 Penalty: 2559.907471
	Iteration 22Q: 3 clusters Score -316804.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -316814.031250 Penalty: 2559.907471
	Iteration 23Q: 3 clusters Score -316814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -316817.625000 Penalty: 2559.907471
	Iteration 24Q: 3 clusters Score -316817.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -316822.406250 Penalty: 2559.907471
	Iteration 25Q: 3 clusters Score -316822.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -316824.156250 Penalty: 2559.907471
	Iteration 26Q: 3 clusters Score -316824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -316826.906250 Penalty: 2559.907471
	Iteration 27Q: 3 clusters Score -316826.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -316827.625000 Penalty: 2559.907471
	Iteration 28Q: 3 clusters Score -316827.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -316830.031250 Penalty: 2559.907471
	Iteration 29Q: 3 clusters Score -316830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -316832.187500 Penalty: 2559.907471
	Iteration 30Q: 3 clusters Score -316832.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -316834.218750 Penalty: 2559.907471
	Iteration 31Q: 3 clusters Score -316834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -316838.031250 Penalty: 2559.907471
	Iteration 32Q: 3 clusters Score -316838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -316840.531250 Penalty: 2559.907471
	Iteration 33Q: 3 clusters Score -316840.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -316847.187500 Penalty: 2559.907471
	Iteration 34Q: 3 clusters Score -316847.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -316852.593750 Penalty: 2559.907471
	Iteration 35Q: 3 clusters Score -316852.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -316857.468750 Penalty: 2559.907471
	Iteration 36Q: 3 clusters Score -316857.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -316860.843750 Penalty: 2559.907471
	Iteration 37Q: 3 clusters Score -316860.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -316861.625000 Penalty: 2559.907471
	Iteration 38Q: 3 clusters Score -316861.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -316862.906250 Penalty: 2559.907471
	Iteration 39Q: 3 clusters Score -316862.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -316863.968750 Penalty: 2559.907471
	Iteration 40F: 3 clusters Score -316864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -316865.218750 Penalty: 2559.907471
	Iteration 41Q: 3 clusters Score -316865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -316866.656250 Penalty: 2559.907471
	Iteration 42Q: 3 clusters Score -316866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -316866.812500 Penalty: 2559.907471
	Iteration 43Q: 3 clusters Score -316866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -316867.750000 Penalty: 2559.907471
	Iteration 44Q: 3 clusters Score -316867.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -316867.750000 Penalty: 2559.907471
	Iteration 45F: 3 clusters Score -316867.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -24606.775391 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -24606.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23854.755859 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -23854.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23966.939453 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -23966.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24005.402344 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -24005.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24037.775391 Penalty: 1771.587524
	Iteration 3Q: 3 clusters Score -24037.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24046.660156 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -24046.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24056.078125 Penalty: 1771.587524
	Iteration 5Q: 3 clusters Score -24056.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24066.541016 Penalty: 1771.587524
	Iteration 6Q: 3 clusters Score -24066.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24069.496094 Penalty: 1771.587524
	Iteration 7Q: 3 clusters Score -24069.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24070.574219 Penalty: 1771.587524
	Iteration 8Q: 3 clusters Score -24070.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24072.335938 Penalty: 1771.587524
	Iteration 9Q: 3 clusters Score -24072.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24074.851562 Penalty: 1771.587524
	Iteration 10Q: 3 clusters Score -24074.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24084.416016 Penalty: 1771.587524
	Iteration 11Q: 3 clusters Score -24084.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24091.611328 Penalty: 1771.587524
	Iteration 12Q: 3 clusters Score -24091.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24098.011719 Penalty: 1771.587524
	Iteration 13Q: 3 clusters Score -24098.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24098.011719 Penalty: 1771.587524
	Iteration 14F: 3 clusters Score -24098.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Entering Unmasked Estep 
Score: -339670.937500 Penalty: 1311.978516
	Iteration 0F: 2 clusters Score -339670.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -336964.937500 Penalty: 2623.957031
	Iteration 0F: 3 clusters Score -336964.9 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -337926.593750 Penalty: 2623.957031
	Iteration 1F: 3 clusters Score -337926.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -338281.406250 Penalty: 2623.957031
	Iteration 2F: 3 clusters Score -338281.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -338544.406250 Penalty: 2623.957031
	Iteration 3F: 3 clusters Score -338544.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -338722.843750 Penalty: 2623.957031
	Iteration 4F: 3 clusters Score -338722.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -338882.062500 Penalty: 2623.957031
	Iteration 5Q: 3 clusters Score -338882.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -338964.875000 Penalty: 2623.957031
	Iteration 6Q: 3 clusters Score -338964.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -339030.375000 Penalty: 2623.957031
	Iteration 7Q: 3 clusters Score -339030.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -339069.937500 Penalty: 2623.957031
	Iteration 8Q: 3 clusters Score -339069.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -339105.281250 Penalty: 2623.957031
	Iteration 9Q: 3 clusters Score -339105.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -339125.312500 Penalty: 2623.957031
	Iteration 10Q: 3 clusters Score -339125.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -339141.843750 Penalty: 2623.957031
	Iteration 11Q: 3 clusters Score -339141.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -339155.937500 Penalty: 2623.957031
	Iteration 12Q: 3 clusters Score -339155.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -339169.718750 Penalty: 2623.957031
	Iteration 13Q: 3 clusters Score -339169.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -339182.468750 Penalty: 2623.957031
	Iteration 14Q: 3 clusters Score -339182.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -339203.406250 Penalty: 2623.957031
	Iteration 15Q: 3 clusters Score -339203.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -339226.468750 Penalty: 2623.957031
	Iteration 16Q: 3 clusters Score -339226.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -339248.843750 Penalty: 2623.957031
	Iteration 17Q: 3 clusters Score -339248.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -339263.875000 Penalty: 2623.957031
	Iteration 18Q: 3 clusters Score -339263.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -339273.312500 Penalty: 2623.957031
	Iteration 19Q: 3 clusters Score -339273.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -339279.406250 Penalty: 2623.957031
	Iteration 20F: 3 clusters Score -339279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -339280.875000 Penalty: 2623.957031
	Iteration 21Q: 3 clusters Score -339280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -339284.812500 Penalty: 2623.957031
	Iteration 22Q: 3 clusters Score -339284.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -339285.468750 Penalty: 2623.957031
	Iteration 23Q: 3 clusters Score -339285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -339285.375000 Penalty: 2623.957031
	Iteration 24Q: 3 clusters Score -339285.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -339285.718750 Penalty: 2623.957031
	Iteration 25Q: 3 clusters Score -339285.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -339286.312500 Penalty: 2623.957031
	Iteration 26Q: 3 clusters Score -339286.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -339286.562500 Penalty: 2623.957031
	Iteration 27Q: 3 clusters Score -339286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -339286.937500 Penalty: 2623.957031
	Iteration 28Q: 3 clusters Score -339286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -339286.937500 Penalty: 2623.957031
	Iteration 29F: 3 clusters Score -339286.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -570806.812500 Penalty: 1381.719849
	Iteration 0F: 2 clusters Score -570806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -566896.937500 Penalty: 2763.439697
	Iteration 0F: 3 clusters Score -566896.9 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -568028.000000 Penalty: 2763.439697
	Iteration 1F: 3 clusters Score -568028 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -568271.812500 Penalty: 2763.439697
	Iteration 2F: 3 clusters Score -568271.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -568460.375000 Penalty: 2763.439697
	Iteration 3F: 3 clusters Score -568460.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -568599.875000 Penalty: 2763.439697
	Iteration 4Q: 3 clusters Score -568599.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -568734.562500 Penalty: 2763.439697
	Iteration 5Q: 3 clusters Score -568734.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -568880.062500 Penalty: 2763.439697
	Iteration 6Q: 3 clusters Score -568880.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -569080.312500 Penalty: 2763.439697
	Iteration 7Q: 3 clusters Score -569080.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -569284.000000 Penalty: 2763.439697
	Iteration 8Q: 3 clusters Score -569284 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -569463.375000 Penalty: 2763.439697
	Iteration 9Q: 3 clusters Score -569463.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -569607.812500 Penalty: 2763.439697
	Iteration 10Q: 3 clusters Score -569607.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -569718.500000 Penalty: 2763.439697
	Iteration 11Q: 3 clusters Score -569718.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -569789.812500 Penalty: 2763.439697
	Iteration 12Q: 3 clusters Score -569789.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -569839.500000 Penalty: 2763.439697
	Iteration 13Q: 3 clusters Score -569839.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -569887.562500 Penalty: 2763.439697
	Iteration 14Q: 3 clusters Score -569887.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -569919.750000 Penalty: 2763.439697
	Iteration 15Q: 3 clusters Score -569919.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -569944.562500 Penalty: 2763.439697
	Iteration 16Q: 3 clusters Score -569944.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -569972.812500 Penalty: 2763.439697
	Iteration 17Q: 3 clusters Score -569972.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -570003.812500 Penalty: 2763.439697
	Iteration 18Q: 3 clusters Score -570003.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -570031.500000 Penalty: 2763.439697
	Iteration 19Q: 3 clusters Score -570031.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -570061.625000 Penalty: 2763.439697
	Iteration 20F: 3 clusters Score -570061.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -570080.125000 Penalty: 2763.439697
	Iteration 21Q: 3 clusters Score -570080.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -570091.500000 Penalty: 2763.439697
	Iteration 22Q: 3 clusters Score -570091.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -570100.937500 Penalty: 2763.439697
	Iteration 23Q: 3 clusters Score -570100.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -570107.875000 Penalty: 2763.439697
	Iteration 24Q: 3 clusters Score -570107.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -570114.000000 Penalty: 2763.439697
	Iteration 25Q: 3 clusters Score -570114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -570125.562500 Penalty: 2763.439697
	Iteration 26Q: 3 clusters Score -570125.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -570131.750000 Penalty: 2763.439697
	Iteration 27Q: 3 clusters Score -570131.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -570136.062500 Penalty: 2763.439697
	Iteration 28Q: 3 clusters Score -570136.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -570139.687500 Penalty: 2763.439697
	Iteration 29Q: 3 clusters Score -570139.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -570146.562500 Penalty: 2763.439697
	Iteration 30Q: 3 clusters Score -570146.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -570151.500000 Penalty: 2763.439697
	Iteration 31Q: 3 clusters Score -570151.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -570154.875000 Penalty: 2763.439697
	Iteration 32Q: 3 clusters Score -570154.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -570159.625000 Penalty: 2763.439697
	Iteration 33Q: 3 clusters Score -570159.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -570160.937500 Penalty: 2763.439697
	Iteration 34Q: 3 clusters Score -570160.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -570163.500000 Penalty: 2763.439697
	Iteration 35Q: 3 clusters Score -570163.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -570165.750000 Penalty: 2763.439697
	Iteration 36Q: 3 clusters Score -570165.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -570167.562500 Penalty: 2763.439697
	Iteration 37Q: 3 clusters Score -570167.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -570169.625000 Penalty: 2763.439697
	Iteration 38Q: 3 clusters Score -570169.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -570170.937500 Penalty: 2763.439697
	Iteration 39Q: 3 clusters Score -570170.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -570172.562500 Penalty: 2763.439697
	Iteration 40F: 3 clusters Score -570172.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -570173.312500 Penalty: 2763.439697
	Iteration 41Q: 3 clusters Score -570173.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -570174.500000 Penalty: 2763.439697
	Iteration 42Q: 3 clusters Score -570174.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -570175.750000 Penalty: 2763.439697
	Iteration 43Q: 3 clusters Score -570175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -570177.250000 Penalty: 2763.439697
	Iteration 44Q: 3 clusters Score -570177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -570178.625000 Penalty: 2763.439697
	Iteration 45Q: 3 clusters Score -570178.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -570179.687500 Penalty: 2763.439697
	Iteration 46Q: 3 clusters Score -570179.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -570180.875000 Penalty: 2763.439697
	Iteration 47Q: 3 clusters Score -570180.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -570180.750000 Penalty: 2763.439697
	Iteration 48Q: 3 clusters Score -570180.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -570183.000000 Penalty: 2763.439697
	Iteration 49Q: 3 clusters Score -570183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -570186.000000 Penalty: 2763.439697
	Iteration 50Q: 3 clusters Score -570186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -570188.812500 Penalty: 2763.439697
	Iteration 51Q: 3 clusters Score -570188.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -570189.562500 Penalty: 2763.439697
	Iteration 52Q: 3 clusters Score -570189.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -570190.250000 Penalty: 2763.439697
	Iteration 53Q: 3 clusters Score -570190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -570190.875000 Penalty: 2763.439697
	Iteration 54Q: 3 clusters Score -570190.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -570190.875000 Penalty: 2763.439697
	Iteration 55F: 3 clusters Score -570190.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Entering Unmasked Estep 
Score: -3278766.250000 Penalty: 1651.331055
	Iteration 0F: 2 clusters Score -3278766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -3261284.500000 Penalty: 3302.662109
	Iteration 0F: 3 clusters Score -3261284 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3267878.750000 Penalty: 3302.662109
	Iteration 1F: 3 clusters Score -3267879 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3268306.000000 Penalty: 3302.662109
	Iteration 2Q: 3 clusters Score -3268306 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3268766.500000 Penalty: 3302.662109
	Iteration 3Q: 3 clusters Score -3268766 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3269301.750000 Penalty: 3302.662109
	Iteration 4Q: 3 clusters Score -3269302 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3269932.500000 Penalty: 3302.662109
	Iteration 5Q: 3 clusters Score -3269932 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3270765.250000 Penalty: 3302.662109
	Iteration 6F: 3 clusters Score -3270765 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3271816.750000 Penalty: 3302.662109
	Iteration 7F: 3 clusters Score -3271817 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3273014.000000 Penalty: 3302.662109
	Iteration 8F: 3 clusters Score -3273014 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3274222.250000 Penalty: 3302.662109
	Iteration 9F: 3 clusters Score -3274222 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -3275033.000000 Penalty: 3302.662109
	Iteration 10Q: 3 clusters Score -3275033 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3275481.500000 Penalty: 3302.662109
	Iteration 11Q: 3 clusters Score -3275482 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3275736.500000 Penalty: 3302.662109
	Iteration 12Q: 3 clusters Score -3275736 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3275916.500000 Penalty: 3302.662109
	Iteration 13Q: 3 clusters Score -3275916 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3276067.000000 Penalty: 3302.662109
	Iteration 14Q: 3 clusters Score -3276067 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -3276178.000000 Penalty: 3302.662109
	Iteration 15Q: 3 clusters Score -3276178 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3276255.000000 Penalty: 3302.662109
	Iteration 16Q: 3 clusters Score -3276255 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3276305.500000 Penalty: 3302.662109
	Iteration 17Q: 3 clusters Score -3276306 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3276328.250000 Penalty: 3302.662109
	Iteration 18Q: 3 clusters Score -3276328 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -3276345.250000 Penalty: 3302.662109
	Iteration 19Q: 3 clusters Score -3276345 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3276371.750000 Penalty: 3302.662109
	Iteration 20F: 3 clusters Score -3276372 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3276387.250000 Penalty: 3302.662109
	Iteration 21Q: 3 clusters Score -3276387 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3276393.500000 Penalty: 3302.662109
	Iteration 22Q: 3 clusters Score -3276394 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3276397.750000 Penalty: 3302.662109
	Iteration 23Q: 3 clusters Score -3276398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -3276405.750000 Penalty: 3302.662109
	Iteration 24Q: 3 clusters Score -3276406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -3276424.000000 Penalty: 3302.662109
	Iteration 25Q: 3 clusters Score -3276424 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3276435.500000 Penalty: 3302.662109
	Iteration 26Q: 3 clusters Score -3276436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3276433.250000 Penalty: 3302.662109
	Iteration 27Q: 3 clusters Score -3276433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3276447.750000 Penalty: 3302.662109
	Iteration 28Q: 3 clusters Score -3276448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3276445.750000 Penalty: 3302.662109
	Iteration 29Q: 3 clusters Score -3276446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3276449.750000 Penalty: 3302.662109
	Iteration 30Q: 3 clusters Score -3276450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -3276456.500000 Penalty: 3302.662109
	Iteration 31Q: 3 clusters Score -3276456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3276463.000000 Penalty: 3302.662109
	Iteration 32Q: 3 clusters Score -3276463 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -3276453.250000 Penalty: 3302.662109
	Iteration 33Q: 3 clusters Score -3276453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3276463.500000 Penalty: 3302.662109
	Iteration 34Q: 3 clusters Score -3276464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -3276472.250000 Penalty: 3302.662109
	Iteration 35Q: 3 clusters Score -3276472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -3276472.000000 Penalty: 3302.662109
	Iteration 36Q: 3 clusters Score -3276472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -3276484.750000 Penalty: 3302.662109
	Iteration 37Q: 3 clusters Score -3276485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3276482.000000 Penalty: 3302.662109
	Iteration 38Q: 3 clusters Score -3276482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -3276483.000000 Penalty: 3302.662109
	Iteration 39Q: 3 clusters Score -3276483 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3276497.000000 Penalty: 3302.662109
	Iteration 40F: 3 clusters Score -3276497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -3276495.750000 Penalty: 3302.662109
	Iteration 41Q: 3 clusters Score -3276496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3276504.000000 Penalty: 3302.662109
	Iteration 42Q: 3 clusters Score -3276504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -3276504.250000 Penalty: 3302.662109
	Iteration 43Q: 3 clusters Score -3276504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3276509.500000 Penalty: 3302.662109
	Iteration 44Q: 3 clusters Score -3276510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3276509.500000 Penalty: 3302.662109
	Iteration 45Q: 3 clusters Score -3276510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3276513.250000 Penalty: 3302.662109
	Iteration 46Q: 3 clusters Score -3276513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3276499.500000 Penalty: 3302.662109
	Iteration 47Q: 3 clusters Score -3276500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3276502.250000 Penalty: 3302.662109
	Iteration 48Q: 3 clusters Score -3276502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3276511.000000 Penalty: 3302.662109
	Iteration 49Q: 3 clusters Score -3276511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3276511.000000 Penalty: 3302.662109
	Iteration 50Q: 3 clusters Score -3276511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -3276509.000000 Penalty: 3302.662109
	Iteration 51Q: 3 clusters Score -3276509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -3276508.250000 Penalty: 3302.662109
	Iteration 52Q: 3 clusters Score -3276508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3276507.750000 Penalty: 3302.662109
	Iteration 53Q: 3 clusters Score -3276508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3276506.750000 Penalty: 3302.662109
	Iteration 54Q: 3 clusters Score -3276507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -3276508.500000 Penalty: 3302.662109
	Iteration 55Q: 3 clusters Score -3276508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -3276520.250000 Penalty: 3302.662109
	Iteration 56Q: 3 clusters Score -3276520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3276517.250000 Penalty: 3302.662109
	Iteration 57Q: 3 clusters Score -3276517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3276514.500000 Penalty: 3302.662109
	Iteration 58Q: 3 clusters Score -3276514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -3276525.750000 Penalty: 3302.662109
	Iteration 59Q: 3 clusters Score -3276526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -3276531.750000 Penalty: 3302.662109
	Iteration 60F: 3 clusters Score -3276532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -3276531.500000 Penalty: 3302.662109
	Iteration 61Q: 3 clusters Score -3276532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -3276541.250000 Penalty: 3302.662109
	Iteration 62Q: 3 clusters Score -3276541 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -3276543.250000 Penalty: 3302.662109
	Iteration 63Q: 3 clusters Score -3276543 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3276546.500000 Penalty: 3302.662109
	Iteration 64Q: 3 clusters Score -3276546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3276554.500000 Penalty: 3302.662109
	Iteration 65Q: 3 clusters Score -3276554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3276560.000000 Penalty: 3302.662109
	Iteration 66Q: 3 clusters Score -3276560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3276568.000000 Penalty: 3302.662109
	Iteration 67Q: 3 clusters Score -3276568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3276571.000000 Penalty: 3302.662109
	Iteration 68Q: 3 clusters Score -3276571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -3276572.750000 Penalty: 3302.662109
	Iteration 69Q: 3 clusters Score -3276573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -3276581.000000 Penalty: 3302.662109
	Iteration 70Q: 3 clusters Score -3276581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3276573.250000 Penalty: 3302.662109
	Iteration 71Q: 3 clusters Score -3276573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3276577.250000 Penalty: 3302.662109
	Iteration 72Q: 3 clusters Score -3276577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -3276579.250000 Penalty: 3302.662109
	Iteration 73Q: 3 clusters Score -3276579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3276583.750000 Penalty: 3302.662109
	Iteration 74Q: 3 clusters Score -3276584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3276583.000000 Penalty: 3302.662109
	Iteration 75Q: 3 clusters Score -3276583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3276580.250000 Penalty: 3302.662109
	Iteration 76Q: 3 clusters Score -3276580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -3276581.500000 Penalty: 3302.662109
	Iteration 77Q: 3 clusters Score -3276582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3276580.500000 Penalty: 3302.662109
	Iteration 78Q: 3 clusters Score -3276580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -3276584.500000 Penalty: 3302.662109
	Iteration 79Q: 3 clusters Score -3276584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3276592.750000 Penalty: 3302.662109
	Iteration 80F: 3 clusters Score -3276593 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3276597.500000 Penalty: 3302.662109
	Iteration 81Q: 3 clusters Score -3276598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -3276605.500000 Penalty: 3302.662109
	Iteration 82Q: 3 clusters Score -3276606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3276603.250000 Penalty: 3302.662109
	Iteration 83Q: 3 clusters Score -3276603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3276615.250000 Penalty: 3302.662109
	Iteration 84Q: 3 clusters Score -3276615 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3276614.250000 Penalty: 3302.662109
	Iteration 85Q: 3 clusters Score -3276614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3276620.000000 Penalty: 3302.662109
	Iteration 86Q: 3 clusters Score -3276620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3276620.250000 Penalty: 3302.662109
	Iteration 87Q: 3 clusters Score -3276620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3276622.750000 Penalty: 3302.662109
	Iteration 88Q: 3 clusters Score -3276623 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3276627.500000 Penalty: 3302.662109
	Iteration 89Q: 3 clusters Score -3276628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3276638.500000 Penalty: 3302.662109
	Iteration 90Q: 3 clusters Score -3276638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3276638.750000 Penalty: 3302.662109
	Iteration 91Q: 3 clusters Score -3276639 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3276638.000000 Penalty: 3302.662109
	Iteration 92Q: 3 clusters Score -3276638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3276640.250000 Penalty: 3302.662109
	Iteration 93Q: 3 clusters Score -3276640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3276638.000000 Penalty: 3302.662109
	Iteration 94Q: 3 clusters Score -3276638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -3276646.500000 Penalty: 3302.662109
	Iteration 95Q: 3 clusters Score -3276646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3276641.000000 Penalty: 3302.662109
	Iteration 96Q: 3 clusters Score -3276641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3276640.000000 Penalty: 3302.662109
	Iteration 97Q: 3 clusters Score -3276640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3276646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3276647.250000 Penalty: 3302.662109
	Iteration 99Q: 3 clusters Score -3276647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -3276652.000000 Penalty: 3302.662109
	Iteration 100F: 3 clusters Score -3276652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3276648.000000 Penalty: 3302.662109
	Iteration 101Q: 3 clusters Score -3276648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3276654.000000 Penalty: 3302.662109
	Iteration 102Q: 3 clusters Score -3276654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3276662.000000 Penalty: 3302.662109
	Iteration 103Q: 3 clusters Score -3276662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3276656.000000 Penalty: 3302.662109
	Iteration 104Q: 3 clusters Score -3276656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3276671.500000 Penalty: 3302.662109
	Iteration 105Q: 3 clusters Score -3276672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3276683.000000 Penalty: 3302.662109
	Iteration 106Q: 3 clusters Score -3276683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3276683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3276691.000000 Penalty: 3302.662109
	Iteration 108Q: 3 clusters Score -3276691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3276692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3276691.750000 Penalty: 3302.662109
	Iteration 110Q: 3 clusters Score -3276692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3276688.000000 Penalty: 3302.662109
	Iteration 111Q: 3 clusters Score -3276688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3276690.000000 Penalty: 3302.662109
	Iteration 112Q: 3 clusters Score -3276690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3276694.250000 Penalty: 3302.662109
	Iteration 113Q: 3 clusters Score -3276694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3276699.000000 Penalty: 3302.662109
	Iteration 114Q: 3 clusters Score -3276699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3276701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3276702.000000 Penalty: 3302.662109
	Iteration 116Q: 3 clusters Score -3276702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3276697.500000 Penalty: 3302.662109
	Iteration 117Q: 3 clusters Score -3276698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3276706.500000 Penalty: 3302.662109
	Iteration 118Q: 3 clusters Score -3276706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -3276709.750000 Penalty: 3302.662109
	Iteration 119Q: 3 clusters Score -3276710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3276710.000000 Penalty: 3302.662109
	Iteration 120F: 3 clusters Score -3276710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3276714.500000 Penalty: 3302.662109
	Iteration 121Q: 3 clusters Score -3276714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3276710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -3276715.250000 Penalty: 3302.662109
	Iteration 123Q: 3 clusters Score -3276715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3276719.000000 Penalty: 3302.662109
	Iteration 124Q: 3 clusters Score -3276719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3276728.500000 Penalty: 3302.662109
	Iteration 125Q: 3 clusters Score -3276728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3276736.500000 Penalty: 3302.662109
	Iteration 126Q: 3 clusters Score -3276736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3276750.250000 Penalty: 3302.662109
	Iteration 127Q: 3 clusters Score -3276750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3276749.250000 Penalty: 3302.662109
	Iteration 128Q: 3 clusters Score -3276749 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3276762.750000 Penalty: 3302.662109
	Iteration 129Q: 3 clusters Score -3276763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3276760.500000 Penalty: 3302.662109
	Iteration 130Q: 3 clusters Score -3276760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3276768.750000 Penalty: 3302.662109
	Iteration 131Q: 3 clusters Score -3276769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -3276767.000000 Penalty: 3302.662109
	Iteration 132Q: 3 clusters Score -3276767 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3276770.500000 Penalty: 3302.662109
	Iteration 133Q: 3 clusters Score -3276770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3276768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3276770.000000 Penalty: 3302.662109
	Iteration 135Q: 3 clusters Score -3276770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3276775.000000 Penalty: 3302.662109
	Iteration 136Q: 3 clusters Score -3276775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3276780.250000 Penalty: 3302.662109
	Iteration 137Q: 3 clusters Score -3276780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3276793.500000 Penalty: 3302.662109
	Iteration 138Q: 3 clusters Score -3276794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3276800.750000 Penalty: 3302.662109
	Iteration 139Q: 3 clusters Score -3276801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3276800.500000 Penalty: 3302.662109
	Iteration 140F: 3 clusters Score -3276800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -3276802.250000 Penalty: 3302.662109
	Iteration 141Q: 3 clusters Score -3276802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -3276801.000000 Penalty: 3302.662109
	Iteration 142Q: 3 clusters Score -3276801 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3276798.500000 Penalty: 3302.662109
	Iteration 143Q: 3 clusters Score -3276798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3276798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3276797.000000 Penalty: 3302.662109
	Iteration 145Q: 3 clusters Score -3276797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3276796.250000 Penalty: 3302.662109
	Iteration 146Q: 3 clusters Score -3276796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3276804.250000 Penalty: 3302.662109
	Iteration 147Q: 3 clusters Score -3276804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3276805.000000 Penalty: 3302.662109
	Iteration 148Q: 3 clusters Score -3276805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3276807.250000 Penalty: 3302.662109
	Iteration 149Q: 3 clusters Score -3276807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3276806.750000 Penalty: 3302.662109
	Iteration 150Q: 3 clusters Score -3276807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3276809.000000 Penalty: 3302.662109
	Iteration 151Q: 3 clusters Score -3276809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3276812.500000 Penalty: 3302.662109
	Iteration 152Q: 3 clusters Score -3276812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3276809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3276809.500000 Penalty: 3302.662109
	Iteration 154Q: 3 clusters Score -3276810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3276812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3276810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3276812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3276815.000000 Penalty: 3302.662109
	Iteration 158Q: 3 clusters Score -3276815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3276818.500000 Penalty: 3302.662109
	Iteration 159Q: 3 clusters Score -3276818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3276817.000000 Penalty: 3302.662109
	Iteration 160F: 3 clusters Score -3276817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3276817 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3276812 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3276816 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3276818 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3276816 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3276819.250000 Penalty: 3302.662109
	Iteration 166Q: 3 clusters Score -3276819 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3276817 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3276822.250000 Penalty: 3302.662109
	Iteration 168Q: 3 clusters Score -3276822 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3276820 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3276818 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3276817 nChanged 7
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Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3276813.000000 Penalty: 3302.662109
	Iteration 172Q: 3 clusters Score -3276813 nChanged 7
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Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3276819 nChanged 5
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Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3276816.500000 Penalty: 3302.662109
	Iteration 174Q: 3 clusters Score -3276816 nChanged 5
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Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3276818 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12396 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3276812 nChanged 10
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Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3276814.500000 Penalty: 3302.662109
	Iteration 177Q: 3 clusters Score -3276814 nChanged 10
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Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -3276812.000000 Penalty: 3302.662109
	Iteration 178Q: 3 clusters Score -3276812 nChanged 10
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Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3276812 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3276814.750000 Penalty: 3302.662109
	Iteration 180F: 3 clusters Score -3276815 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12451 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3276814 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3276817 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3276822.000000 Penalty: 3302.662109
	Iteration 183Q: 3 clusters Score -3276822 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3276820.000000 Penalty: 3302.662109
	Iteration 184Q: 3 clusters Score -3276820 nChanged 4
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3276820 nChanged 9
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Entering Unmasked Estep 
Score: -3276825.500000 Penalty: 3302.662109
	Iteration 186Q: 3 clusters Score -3276826 nChanged 12
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Mstep: Class 1 contains 12512 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3276827 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3276832.750000 Penalty: 3302.662109
	Iteration 188Q: 3 clusters Score -3276833 nChanged 10
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Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3276835.000000 Penalty: 3302.662109
	Iteration 189Q: 3 clusters Score -3276835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -3276831.000000 Penalty: 3302.662109
	Iteration 190Q: 3 clusters Score -3276831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3276831.750000 Penalty: 3302.662109
	Iteration 191Q: 3 clusters Score -3276832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3276831.250000 Penalty: 3302.662109
	Iteration 192Q: 3 clusters Score -3276831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3276831.250000 Penalty: 3302.662109
	Iteration 193Q: 3 clusters Score -3276831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3276831.750000 Penalty: 3302.662109
	Iteration 194Q: 3 clusters Score -3276832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3276834.250000 Penalty: 3302.662109
	Iteration 195Q: 3 clusters Score -3276834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3276830.000000 Penalty: 3302.662109
	Iteration 196Q: 3 clusters Score -3276830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3276830.000000 Penalty: 3302.662109
	Iteration 197F: 3 clusters Score -3276830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Entering Unmasked Estep 
Score: -896473.312500 Penalty: 1440.636108
	Iteration 0F: 2 clusters Score -896473.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -891269.312500 Penalty: 2881.272217
	Iteration 0F: 3 clusters Score -891269.3 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -893015.000000 Penalty: 2881.272217
	Iteration 1F: 3 clusters Score -893015 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -893447.562500 Penalty: 2881.272217
	Iteration 2F: 3 clusters Score -893447.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -893839.250000 Penalty: 2881.272217
	Iteration 3F: 3 clusters Score -893839.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -894178.437500 Penalty: 2881.272217
	Iteration 4F: 3 clusters Score -894178.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -894523.812500 Penalty: 2881.272217
	Iteration 5F: 3 clusters Score -894523.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -894812.625000 Penalty: 2881.272217
	Iteration 6F: 3 clusters Score -894812.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -895021.937500 Penalty: 2881.272217
	Iteration 7Q: 3 clusters Score -895021.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -895188.187500 Penalty: 2881.272217
	Iteration 8Q: 3 clusters Score -895188.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -895312.062500 Penalty: 2881.272217
	Iteration 9Q: 3 clusters Score -895312.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -895396.875000 Penalty: 2881.272217
	Iteration 10Q: 3 clusters Score -895396.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -895456.062500 Penalty: 2881.272217
	Iteration 11Q: 3 clusters Score -895456.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -895500.062500 Penalty: 2881.272217
	Iteration 12Q: 3 clusters Score -895500.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -895529.875000 Penalty: 2881.272217
	Iteration 13Q: 3 clusters Score -895529.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -895550.937500 Penalty: 2881.272217
	Iteration 14Q: 3 clusters Score -895550.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -895570.375000 Penalty: 2881.272217
	Iteration 15Q: 3 clusters Score -895570.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -895583.250000 Penalty: 2881.272217
	Iteration 16Q: 3 clusters Score -895583.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -895596.937500 Penalty: 2881.272217
	Iteration 17Q: 3 clusters Score -895596.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -895609.875000 Penalty: 2881.272217
	Iteration 18Q: 3 clusters Score -895609.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -895619.375000 Penalty: 2881.272217
	Iteration 19Q: 3 clusters Score -895619.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -895634.375000 Penalty: 2881.272217
	Iteration 20F: 3 clusters Score -895634.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -895644.500000 Penalty: 2881.272217
	Iteration 21Q: 3 clusters Score -895644.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -895651.937500 Penalty: 2881.272217
	Iteration 22Q: 3 clusters Score -895651.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -895657.875000 Penalty: 2881.272217
	Iteration 23Q: 3 clusters Score -895657.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -895663.500000 Penalty: 2881.272217
	Iteration 24Q: 3 clusters Score -895663.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -895666.375000 Penalty: 2881.272217
	Iteration 25Q: 3 clusters Score -895666.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -895667.312500 Penalty: 2881.272217
	Iteration 26Q: 3 clusters Score -895667.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -895670.562500 Penalty: 2881.272217
	Iteration 27Q: 3 clusters Score -895670.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -895673.000000 Penalty: 2881.272217
	Iteration 28Q: 3 clusters Score -895673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -895674.375000 Penalty: 2881.272217
	Iteration 29Q: 3 clusters Score -895674.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -895674.250000 Penalty: 2881.272217
	Iteration 30Q: 3 clusters Score -895674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -895677.250000 Penalty: 2881.272217
	Iteration 31Q: 3 clusters Score -895677.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -895678.187500 Penalty: 2881.272217
	Iteration 32Q: 3 clusters Score -895678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -895677.375000 Penalty: 2881.272217
	Iteration 33Q: 3 clusters Score -895677.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -895677.375000 Penalty: 2881.272217
	Iteration 34F: 3 clusters Score -895677.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (119888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119888 members 
Entering Unmasked Estep 
Score: -15355518.000000 Penalty: 1900.325928
	Iteration 0F: 2 clusters Score -1.535552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59877 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -15277063.000000 Penalty: 3800.651855
	Iteration 0F: 3 clusters Score -1.527706e+07 nChanged 57453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -15310738.000000 Penalty: 3800.651855
	Iteration 1F: 3 clusters Score -1.531074e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -15311880.000000 Penalty: 3800.651855
	Iteration 2Q: 3 clusters Score -1.531188e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 61924 members 
Entering Unmasked Estep 
Score: -15313281.000000 Penalty: 3800.651855
	Iteration 3Q: 3 clusters Score -1.531328e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57177 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -15315253.000000 Penalty: 3800.651855
	Iteration 4Q: 3 clusters Score -1.531525e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -15318109.000000 Penalty: 3800.651855
	Iteration 5Q: 3 clusters Score -1.531811e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -15322563.000000 Penalty: 3800.651855
	Iteration 6F: 3 clusters Score -1.532256e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 66258 members 
Entering Unmasked Estep 
Score: -15328373.000000 Penalty: 3800.651855
	Iteration 7F: 3 clusters Score -1.532837e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 66982 members 
Entering Unmasked Estep 
Score: -15333111.000000 Penalty: 3800.651855
	Iteration 8F: 3 clusters Score -1.533311e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -15335346.000000 Penalty: 3800.651855
	Iteration 9Q: 3 clusters Score -1.533535e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -15335893.000000 Penalty: 3800.651855
	Iteration 10Q: 3 clusters Score -1.533589e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 67672 members 
Entering Unmasked Estep 
Score: -15336174.000000 Penalty: 3800.651855
	Iteration 11Q: 3 clusters Score -1.533617e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -15336393.000000 Penalty: 3800.651855
	Iteration 12Q: 3 clusters Score -1.533639e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 68011 members 
Entering Unmasked Estep 
Score: -15336664.000000 Penalty: 3800.651855
	Iteration 13Q: 3 clusters Score -1.533666e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 68234 members 
Entering Unmasked Estep 
Score: -15336952.000000 Penalty: 3800.651855
	Iteration 14Q: 3 clusters Score -1.533695e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -15337184.000000 Penalty: 3800.651855
	Iteration 15Q: 3 clusters Score -1.533718e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -15337474.000000 Penalty: 3800.651855
	Iteration 16Q: 3 clusters Score -1.533747e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -15337784.000000 Penalty: 3800.651855
	Iteration 17Q: 3 clusters Score -1.533778e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 69389 members 
Entering Unmasked Estep 
Score: -15338012.000000 Penalty: 3800.651855
	Iteration 18Q: 3 clusters Score -1.533801e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
Score: -15338410.000000 Penalty: 3800.651855
	Iteration 19Q: 3 clusters Score -1.533841e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -15338865.000000 Penalty: 3800.651855
	Iteration 20F: 3 clusters Score -1.533886e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 70586 members 
Entering Unmasked Estep 
Score: -15339370.000000 Penalty: 3800.651855
	Iteration 21Q: 3 clusters Score -1.533937e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 71005 members 
Entering Unmasked Estep 
Score: -15340061.000000 Penalty: 3800.651855
	Iteration 22Q: 3 clusters Score -1.534006e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 71526 members 
Entering Unmasked Estep 
Score: -15340551.000000 Penalty: 3800.651855
	Iteration 23Q: 3 clusters Score -1.534055e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 72107 members 
Entering Unmasked Estep 
Score: -15341288.000000 Penalty: 3800.651855
	Iteration 24Q: 3 clusters Score -1.534129e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 72732 members 
Entering Unmasked Estep 
Score: -15342068.000000 Penalty: 3800.651855
	Iteration 25Q: 3 clusters Score -1.534207e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -15342887.000000 Penalty: 3800.651855
	Iteration 26Q: 3 clusters Score -1.534289e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -15343815.000000 Penalty: 3800.651855
	Iteration 27Q: 3 clusters Score -1.534382e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
Score: -15344675.000000 Penalty: 3800.651855
	Iteration 28Q: 3 clusters Score -1.534468e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 75111 members 
Entering Unmasked Estep 
Score: -15345340.000000 Penalty: 3800.651855
	Iteration 29Q: 3 clusters Score -1.534534e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -15345819.000000 Penalty: 3800.651855
	Iteration 30Q: 3 clusters Score -1.534582e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 76166 members 
Entering Unmasked Estep 
Score: -15346173.000000 Penalty: 3800.651855
	Iteration 31Q: 3 clusters Score -1.534617e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -15346459.000000 Penalty: 3800.651855
	Iteration 32Q: 3 clusters Score -1.534646e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -15346670.000000 Penalty: 3800.651855
	Iteration 33Q: 3 clusters Score -1.534667e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 78061 members 
Entering Unmasked Estep 
Score: -15346844.000000 Penalty: 3800.651855
	Iteration 34Q: 3 clusters Score -1.534684e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -15347047.000000 Penalty: 3800.651855
	Iteration 35Q: 3 clusters Score -1.534705e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 79320 members 
Entering Unmasked Estep 
Score: -15347199.000000 Penalty: 3800.651855
	Iteration 36Q: 3 clusters Score -1.53472e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 79949 members 
Entering Unmasked Estep 
Score: -15347305.000000 Penalty: 3800.651855
	Iteration 37Q: 3 clusters Score -1.53473e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 80580 members 
Entering Unmasked Estep 
Score: -15347386.000000 Penalty: 3800.651855
	Iteration 38Q: 3 clusters Score -1.534739e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -15347432.000000 Penalty: 3800.651855
	Iteration 39Q: 3 clusters Score -1.534743e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -15347483.000000 Penalty: 3800.651855
	Iteration 40F: 3 clusters Score -1.534748e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 82413 members 
Entering Unmasked Estep 
Score: -15347493.000000 Penalty: 3800.651855
	Iteration 41Q: 3 clusters Score -1.534749e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 83060 members 
Entering Unmasked Estep 
Score: -15347558.000000 Penalty: 3800.651855
	Iteration 42Q: 3 clusters Score -1.534756e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 83661 members 
Entering Unmasked Estep 
Score: -15347637.000000 Penalty: 3800.651855
	Iteration 43Q: 3 clusters Score -1.534764e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -15347701.000000 Penalty: 3800.651855
	Iteration 44Q: 3 clusters Score -1.53477e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 84806 members 
Entering Unmasked Estep 
Score: -15347732.000000 Penalty: 3800.651855
	Iteration 45Q: 3 clusters Score -1.534773e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 85394 members 
Entering Unmasked Estep 
Score: -15347813.000000 Penalty: 3800.651855
	Iteration 46Q: 3 clusters Score -1.534781e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 85960 members 
Entering Unmasked Estep 
Score: -15347820.000000 Penalty: 3800.651855
	Iteration 47Q: 3 clusters Score -1.534782e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 86519 members 
Entering Unmasked Estep 
Score: -15347889.000000 Penalty: 3800.651855
	Iteration 48Q: 3 clusters Score -1.534789e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 87069 members 
Entering Unmasked Estep 
Score: -15347946.000000 Penalty: 3800.651855
	Iteration 49Q: 3 clusters Score -1.534795e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 87633 members 
Entering Unmasked Estep 
Score: -15347959.000000 Penalty: 3800.651855
	Iteration 50Q: 3 clusters Score -1.534796e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -15348031.000000 Penalty: 3800.651855
	Iteration 51Q: 3 clusters Score -1.534803e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 88705 members 
Entering Unmasked Estep 
Score: -15348075.000000 Penalty: 3800.651855
	Iteration 52Q: 3 clusters Score -1.534808e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -15348141.000000 Penalty: 3800.651855
	Iteration 53Q: 3 clusters Score -1.534814e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -15348211.000000 Penalty: 3800.651855
	Iteration 54Q: 3 clusters Score -1.534821e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 90276 members 
Entering Unmasked Estep 
Score: -15348290.000000 Penalty: 3800.651855
	Iteration 55Q: 3 clusters Score -1.534829e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -15348362.000000 Penalty: 3800.651855
	Iteration 56Q: 3 clusters Score -1.534836e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 91268 members 
Entering Unmasked Estep 
Score: -15348470.000000 Penalty: 3800.651855
	Iteration 57Q: 3 clusters Score -1.534847e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -15348489.000000 Penalty: 3800.651855
	Iteration 58Q: 3 clusters Score -1.534849e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -15348496.000000 Penalty: 3800.651855
	Iteration 59Q: 3 clusters Score -1.53485e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 92705 members 
Entering Unmasked Estep 
Score: -15348506.000000 Penalty: 3800.651855
	Iteration 60F: 3 clusters Score -1.534851e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 93177 members 
Entering Unmasked Estep 
Score: -15348538.000000 Penalty: 3800.651855
	Iteration 61Q: 3 clusters Score -1.534854e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 93636 members 
Entering Unmasked Estep 
Score: -15348541.000000 Penalty: 3800.651855
	Iteration 62Q: 3 clusters Score -1.534854e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 94091 members 
Entering Unmasked Estep 
Score: -15348583.000000 Penalty: 3800.651855
	Iteration 63Q: 3 clusters Score -1.534858e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 94514 members 
Entering Unmasked Estep 
Score: -15348598.000000 Penalty: 3800.651855
	Iteration 64Q: 3 clusters Score -1.53486e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 94953 members 
Entering Unmasked Estep 
Score: -15348638.000000 Penalty: 3800.651855
	Iteration 65Q: 3 clusters Score -1.534864e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 95410 members 
Entering Unmasked Estep 
Score: -15348691.000000 Penalty: 3800.651855
	Iteration 66Q: 3 clusters Score -1.534869e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -15348693.000000 Penalty: 3800.651855
	Iteration 67Q: 3 clusters Score -1.534869e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -15348704.000000 Penalty: 3800.651855
	Iteration 68Q: 3 clusters Score -1.53487e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 96705 members 
Entering Unmasked Estep 
Score: -15348705.000000 Penalty: 3800.651855
	Iteration 69Q: 3 clusters Score -1.53487e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 97106 members 
Entering Unmasked Estep 
Score: -15348730.000000 Penalty: 3800.651855
	Iteration 70Q: 3 clusters Score -1.534873e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 97490 members 
Entering Unmasked Estep 
Score: -15348757.000000 Penalty: 3800.651855
	Iteration 71Q: 3 clusters Score -1.534876e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 97874 members 
Entering Unmasked Estep 
Score: -15348777.000000 Penalty: 3800.651855
	Iteration 72Q: 3 clusters Score -1.534878e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -15348845.000000 Penalty: 3800.651855
	Iteration 73Q: 3 clusters Score -1.534884e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 98694 members 
Entering Unmasked Estep 
Score: -15348894.000000 Penalty: 3800.651855
	Iteration 74Q: 3 clusters Score -1.534889e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -15348902.000000 Penalty: 3800.651855
	Iteration 75Q: 3 clusters Score -1.53489e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 99564 members 
Entering Unmasked Estep 
Score: -15348918.000000 Penalty: 3800.651855
	Iteration 76Q: 3 clusters Score -1.534892e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 99995 members 
Entering Unmasked Estep 
Score: -15349017.000000 Penalty: 3800.651855
	Iteration 77Q: 3 clusters Score -1.534902e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 100425 members 
Entering Unmasked Estep 
Score: -15349044.000000 Penalty: 3800.651855
	Iteration 78Q: 3 clusters Score -1.534904e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -15349086.000000 Penalty: 3800.651855
	Iteration 79Q: 3 clusters Score -1.534909e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 101302 members 
Entering Unmasked Estep 
Score: -15349081.000000 Penalty: 3800.651855
	Iteration 80F: 3 clusters Score -1.534908e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 101698 members 
Entering Unmasked Estep 
Score: -15349168.000000 Penalty: 3800.651855
	Iteration 81Q: 3 clusters Score -1.534917e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 102088 members 
Entering Unmasked Estep 
Score: -15349226.000000 Penalty: 3800.651855
	Iteration 82Q: 3 clusters Score -1.534923e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 102502 members 
Entering Unmasked Estep 
Score: -15349277.000000 Penalty: 3800.651855
	Iteration 83Q: 3 clusters Score -1.534928e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 102929 members 
Entering Unmasked Estep 
Score: -15349303.000000 Penalty: 3800.651855
	Iteration 84Q: 3 clusters Score -1.53493e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 103364 members 
Entering Unmasked Estep 
Score: -15349360.000000 Penalty: 3800.651855
	Iteration 85Q: 3 clusters Score -1.534936e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 103819 members 
Entering Unmasked Estep 
Score: -15349395.000000 Penalty: 3800.651855
	Iteration 86Q: 3 clusters Score -1.53494e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 104252 members 
Entering Unmasked Estep 
Score: -15349444.000000 Penalty: 3800.651855
	Iteration 87Q: 3 clusters Score -1.534944e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 104700 members 
Entering Unmasked Estep 
Score: -15349501.000000 Penalty: 3800.651855
	Iteration 88Q: 3 clusters Score -1.53495e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 105179 members 
Entering Unmasked Estep 
Score: -15349538.000000 Penalty: 3800.651855
	Iteration 89Q: 3 clusters Score -1.534954e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 105649 members 
Entering Unmasked Estep 
Score: -15349599.000000 Penalty: 3800.651855
	Iteration 90Q: 3 clusters Score -1.53496e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -15349637.000000 Penalty: 3800.651855
	Iteration 91Q: 3 clusters Score -1.534964e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 106559 members 
Entering Unmasked Estep 
Score: -15349645.000000 Penalty: 3800.651855
	Iteration 92Q: 3 clusters Score -1.534964e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 107016 members 
Entering Unmasked Estep 
Score: -15349697.000000 Penalty: 3800.651855
	Iteration 93Q: 3 clusters Score -1.53497e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 107444 members 
Entering Unmasked Estep 
Score: -15349735.000000 Penalty: 3800.651855
	Iteration 94Q: 3 clusters Score -1.534974e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 107871 members 
Entering Unmasked Estep 
Score: -15349755.000000 Penalty: 3800.651855
	Iteration 95Q: 3 clusters Score -1.534976e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 108287 members 
Entering Unmasked Estep 
Score: -15349738.000000 Penalty: 3800.651855
	Iteration 96Q: 3 clusters Score -1.534974e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 108700 members 
Entering Unmasked Estep 
Score: -15349858.000000 Penalty: 3800.651855
	Iteration 97Q: 3 clusters Score -1.534986e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 109136 members 
Entering Unmasked Estep 
Score: -15350007.000000 Penalty: 3800.651855
	Iteration 98Q: 3 clusters Score -1.535001e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 109567 members 
Entering Unmasked Estep 
Score: -15350168.000000 Penalty: 3800.651855
	Iteration 99Q: 3 clusters Score -1.535017e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 110012 members 
Entering Unmasked Estep 
Score: -15350357.000000 Penalty: 3800.651855
	Iteration 100F: 3 clusters Score -1.535036e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 110483 members 
Entering Unmasked Estep 
Score: -15350595.000000 Penalty: 3800.651855
	Iteration 101Q: 3 clusters Score -1.53506e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 110996 members 
Entering Unmasked Estep 
Score: -15350912.000000 Penalty: 3800.651855
	Iteration 102Q: 3 clusters Score -1.535091e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 111507 members 
Entering Unmasked Estep 
Score: -15351190.000000 Penalty: 3800.651855
	Iteration 103Q: 3 clusters Score -1.535119e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 112040 members 
Entering Unmasked Estep 
Score: -15351450.000000 Penalty: 3800.651855
	Iteration 104Q: 3 clusters Score -1.535145e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 112565 members 
Entering Unmasked Estep 
Score: -15351725.000000 Penalty: 3800.651855
	Iteration 105Q: 3 clusters Score -1.535172e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 113082 members 
Entering Unmasked Estep 
Score: -15351940.000000 Penalty: 3800.651855
	Iteration 106Q: 3 clusters Score -1.535194e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 113574 members 
Entering Unmasked Estep 
Score: -15352169.000000 Penalty: 3800.651855
	Iteration 107Q: 3 clusters Score -1.535217e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 114038 members 
Entering Unmasked Estep 
Score: -15352350.000000 Penalty: 3800.651855
	Iteration 108Q: 3 clusters Score -1.535235e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 114512 members 
Entering Unmasked Estep 
Score: -15352505.000000 Penalty: 3800.651855
	Iteration 109Q: 3 clusters Score -1.53525e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 114969 members 
Entering Unmasked Estep 
Score: -15352718.000000 Penalty: 3800.651855
	Iteration 110Q: 3 clusters Score -1.535272e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 115409 members 
Entering Unmasked Estep 
Score: -15352880.000000 Penalty: 3800.651855
	Iteration 111Q: 3 clusters Score -1.535288e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 115836 members 
Entering Unmasked Estep 
Score: -15353053.000000 Penalty: 3800.651855
	Iteration 112Q: 3 clusters Score -1.535305e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 116219 members 
Entering Unmasked Estep 
Score: -15353167.000000 Penalty: 3800.651855
	Iteration 113Q: 3 clusters Score -1.535317e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 116590 members 
Entering Unmasked Estep 
Score: -15353283.000000 Penalty: 3800.651855
	Iteration 114Q: 3 clusters Score -1.535328e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 116934 members 
Entering Unmasked Estep 
Score: -15353378.000000 Penalty: 3800.651855
	Iteration 115Q: 3 clusters Score -1.535338e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 117254 members 
Entering Unmasked Estep 
Score: -15353435.000000 Penalty: 3800.651855
	Iteration 116Q: 3 clusters Score -1.535344e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 117536 members 
Entering Unmasked Estep 
Score: -15353501.000000 Penalty: 3800.651855
	Iteration 117Q: 3 clusters Score -1.53535e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 117783 members 
Entering Unmasked Estep 
Score: -15353515.000000 Penalty: 3800.651855
	Iteration 118Q: 3 clusters Score -1.535352e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 118000 members 
Entering Unmasked Estep 
Score: -15353587.000000 Penalty: 3800.651855
	Iteration 119Q: 3 clusters Score -1.535359e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 118181 members 
Entering Unmasked Estep 
Score: -15353595.000000 Penalty: 3800.651855
	Iteration 120F: 3 clusters Score -1.53536e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 118332 members 
Entering Unmasked Estep 
Score: -15353654.000000 Penalty: 3800.651855
	Iteration 121Q: 3 clusters Score -1.535365e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 118462 members 
Entering Unmasked Estep 
Score: -15353700.000000 Penalty: 3800.651855
	Iteration 122Q: 3 clusters Score -1.53537e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 118582 members 
Entering Unmasked Estep 
Score: -15353745.000000 Penalty: 3800.651855
	Iteration 123Q: 3 clusters Score -1.535374e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 118695 members 
Entering Unmasked Estep 
Score: -15353786.000000 Penalty: 3800.651855
	Iteration 124Q: 3 clusters Score -1.535379e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 118781 members 
Entering Unmasked Estep 
Score: -15353804.000000 Penalty: 3800.651855
	Iteration 125Q: 3 clusters Score -1.53538e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 118860 members 
Entering Unmasked Estep 
Score: -15353846.000000 Penalty: 3800.651855
	Iteration 126Q: 3 clusters Score -1.535385e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 118911 members 
Entering Unmasked Estep 
Score: -15353857.000000 Penalty: 3800.651855
	Iteration 127Q: 3 clusters Score -1.535386e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 118938 members 
Entering Unmasked Estep 
Score: -15353864.000000 Penalty: 3800.651855
	Iteration 128Q: 3 clusters Score -1.535386e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 118970 members 
Entering Unmasked Estep 
Score: -15353860.000000 Penalty: 3800.651855
	Iteration 129Q: 3 clusters Score -1.535386e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 118999 members 
Entering Unmasked Estep 
Score: -15353866.000000 Penalty: 3800.651855
	Iteration 130Q: 3 clusters Score -1.535387e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 119028 members 
Entering Unmasked Estep 
Score: -15353870.000000 Penalty: 3800.651855
	Iteration 131Q: 3 clusters Score -1.535387e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 119047 members 
Entering Unmasked Estep 
Score: -15353885.000000 Penalty: 3800.651855
	Iteration 132Q: 3 clusters Score -1.535388e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 119067 members 
Entering Unmasked Estep 
Score: -15353883.000000 Penalty: 3800.651855
	Iteration 133Q: 3 clusters Score -1.535388e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 119093 members 
Entering Unmasked Estep 
Score: -15353881.000000 Penalty: 3800.651855
	Iteration 134Q: 3 clusters Score -1.535388e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 119120 members 
Entering Unmasked Estep 
Score: -15353900.000000 Penalty: 3800.651855
	Iteration 135Q: 3 clusters Score -1.53539e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 119140 members 
Entering Unmasked Estep 
Score: -15353913.000000 Penalty: 3800.651855
	Iteration 136Q: 3 clusters Score -1.535391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 119158 members 
Entering Unmasked Estep 
Score: -15353936.000000 Penalty: 3800.651855
	Iteration 137Q: 3 clusters Score -1.535394e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 119176 members 
Entering Unmasked Estep 
Score: -15353940.000000 Penalty: 3800.651855
	Iteration 138Q: 3 clusters Score -1.535394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 119188 members 
Entering Unmasked Estep 
Score: -15353938.000000 Penalty: 3800.651855
	Iteration 139Q: 3 clusters Score -1.535394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 119201 members 
Entering Unmasked Estep 
Score: -15353946.000000 Penalty: 3800.651855
	Iteration 140F: 3 clusters Score -1.535395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119211 members 
Entering Unmasked Estep 
Score: -15353952.000000 Penalty: 3800.651855
	Iteration 141Q: 3 clusters Score -1.535395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 119225 members 
Entering Unmasked Estep 
Score: -15353948.000000 Penalty: 3800.651855
	Iteration 142Q: 3 clusters Score -1.535395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 119231 members 
Entering Unmasked Estep 
Score: -15353960.000000 Penalty: 3800.651855
	Iteration 143Q: 3 clusters Score -1.535396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 119236 members 
Entering Unmasked Estep 
Score: -15353969.000000 Penalty: 3800.651855
	Iteration 144Q: 3 clusters Score -1.535397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 119239 members 
Entering Unmasked Estep 
Score: -15353968.000000 Penalty: 3800.651855
	Iteration 145Q: 3 clusters Score -1.535397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 119243 members 
Entering Unmasked Estep 
Score: -15353972.000000 Penalty: 3800.651855
	Iteration 146Q: 3 clusters Score -1.535397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 119247 members 
Entering Unmasked Estep 
Score: -15353970.000000 Penalty: 3800.651855
	Iteration 147Q: 3 clusters Score -1.535397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 119254 members 
Entering Unmasked Estep 
Score: -15353969.000000 Penalty: 3800.651855
	Iteration 148Q: 3 clusters Score -1.535397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 119256 members 
Entering Unmasked Estep 
Score: -15353970.000000 Penalty: 3800.651855
	Iteration 149Q: 3 clusters Score -1.535397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 119257 members 
Entering Unmasked Estep 
Score: -15353962.000000 Penalty: 3800.651855
	Iteration 150Q: 3 clusters Score -1.535396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 119258 members 
Entering Unmasked Estep 
Score: -15353961.000000 Penalty: 3800.651855
	Iteration 151Q: 3 clusters Score -1.535396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 119259 members 
Entering Unmasked Estep 
Score: -15353978.000000 Penalty: 3800.651855
	Iteration 152Q: 3 clusters Score -1.535398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 119262 members 
Entering Unmasked Estep 
Score: -15353973.000000 Penalty: 3800.651855
	Iteration 153Q: 3 clusters Score -1.535397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 119267 members 
Entering Unmasked Estep 
Score: -15353972.000000 Penalty: 3800.651855
	Iteration 154Q: 3 clusters Score -1.535397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 119276 members 
Entering Unmasked Estep 
Score: -15353972.000000 Penalty: 3800.651855
	Iteration 155Q: 3 clusters Score -1.535397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 119282 members 
Entering Unmasked Estep 
Score: -15353970.000000 Penalty: 3800.651855
	Iteration 156Q: 3 clusters Score -1.535397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 119288 members 
Entering Unmasked Estep 
Score: -15353977.000000 Penalty: 3800.651855
	Iteration 157Q: 3 clusters Score -1.535398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 119291 members 
Entering Unmasked Estep 
Score: -15353987.000000 Penalty: 3800.651855
	Iteration 158Q: 3 clusters Score -1.535399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 119291 members 
Entering Unmasked Estep 
Score: -15353986.000000 Penalty: 3800.651855
	Iteration 159Q: 3 clusters Score -1.535399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 119293 members 
Entering Unmasked Estep 
Score: -15353978.000000 Penalty: 3800.651855
	Iteration 160F: 3 clusters Score -1.535398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 119294 members 
Entering Unmasked Estep 
Score: -15353982.000000 Penalty: 3800.651855
	Iteration 161Q: 3 clusters Score -1.535398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 119295 members 
Entering Unmasked Estep 
Score: -15353989.000000 Penalty: 3800.651855
	Iteration 162Q: 3 clusters Score -1.535399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 119297 members 
Entering Unmasked Estep 
Score: -15353989.000000 Penalty: 3800.651855
	Iteration 163Q: 3 clusters Score -1.535399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 119299 members 
Entering Unmasked Estep 
Score: -15353987.000000 Penalty: 3800.651855
	Iteration 164Q: 3 clusters Score -1.535399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 119302 members 
Entering Unmasked Estep 
Score: -15353980.000000 Penalty: 3800.651855
	Iteration 165Q: 3 clusters Score -1.535398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 119300 members 
Entering Unmasked Estep 
Score: -15353982.000000 Penalty: 3800.651855
	Iteration 166Q: 3 clusters Score -1.535398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 119299 members 
Entering Unmasked Estep 
Score: -15353978.000000 Penalty: 3800.651855
	Iteration 167Q: 3 clusters Score -1.535398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 119299 members 
Entering Unmasked Estep 
Score: -15353978.000000 Penalty: 3800.651855
	Iteration 168F: 3 clusters Score -1.535398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Entering Unmasked Estep 
Score: -804177.625000 Penalty: 1423.726440
	Iteration 0F: 2 clusters Score -804177.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -799409.125000 Penalty: 2847.452881
	Iteration 0F: 3 clusters Score -799409.1 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -800896.750000 Penalty: 2847.452881
	Iteration 1F: 3 clusters Score -800896.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -801117.375000 Penalty: 2847.452881
	Iteration 2F: 3 clusters Score -801117.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -801273.437500 Penalty: 2847.452881
	Iteration 3F: 3 clusters Score -801273.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -801399.250000 Penalty: 2847.452881
	Iteration 4Q: 3 clusters Score -801399.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -801488.625000 Penalty: 2847.452881
	Iteration 5Q: 3 clusters Score -801488.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -801558.875000 Penalty: 2847.452881
	Iteration 6Q: 3 clusters Score -801558.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -801628.000000 Penalty: 2847.452881
	Iteration 7Q: 3 clusters Score -801628 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -801683.250000 Penalty: 2847.452881
	Iteration 8Q: 3 clusters Score -801683.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -801737.750000 Penalty: 2847.452881
	Iteration 9Q: 3 clusters Score -801737.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -801792.250000 Penalty: 2847.452881
	Iteration 10Q: 3 clusters Score -801792.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -801843.875000 Penalty: 2847.452881
	Iteration 11Q: 3 clusters Score -801843.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -801891.125000 Penalty: 2847.452881
	Iteration 12Q: 3 clusters Score -801891.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -801944.437500 Penalty: 2847.452881
	Iteration 13Q: 3 clusters Score -801944.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -801995.750000 Penalty: 2847.452881
	Iteration 14Q: 3 clusters Score -801995.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -802049.687500 Penalty: 2847.452881
	Iteration 15Q: 3 clusters Score -802049.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -802108.562500 Penalty: 2847.452881
	Iteration 16Q: 3 clusters Score -802108.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -802177.125000 Penalty: 2847.452881
	Iteration 17Q: 3 clusters Score -802177.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -802242.250000 Penalty: 2847.452881
	Iteration 18Q: 3 clusters Score -802242.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -802315.875000 Penalty: 2847.452881
	Iteration 19Q: 3 clusters Score -802315.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -802376.125000 Penalty: 2847.452881
	Iteration 20F: 3 clusters Score -802376.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -802445.312500 Penalty: 2847.452881
	Iteration 21Q: 3 clusters Score -802445.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -802513.687500 Penalty: 2847.452881
	Iteration 22Q: 3 clusters Score -802513.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -802578.562500 Penalty: 2847.452881
	Iteration 23Q: 3 clusters Score -802578.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -802649.312500 Penalty: 2847.452881
	Iteration 24Q: 3 clusters Score -802649.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -802722.750000 Penalty: 2847.452881
	Iteration 25Q: 3 clusters Score -802722.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -802804.812500 Penalty: 2847.452881
	Iteration 26Q: 3 clusters Score -802804.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -802869.562500 Penalty: 2847.452881
	Iteration 27Q: 3 clusters Score -802869.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -802918.500000 Penalty: 2847.452881
	Iteration 28Q: 3 clusters Score -802918.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -802961.250000 Penalty: 2847.452881
	Iteration 29Q: 3 clusters Score -802961.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -803002.625000 Penalty: 2847.452881
	Iteration 30Q: 3 clusters Score -803002.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -803040.000000 Penalty: 2847.452881
	Iteration 31Q: 3 clusters Score -803040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -803071.250000 Penalty: 2847.452881
	Iteration 32Q: 3 clusters Score -803071.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -803103.062500 Penalty: 2847.452881
	Iteration 33Q: 3 clusters Score -803103.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -803121.750000 Penalty: 2847.452881
	Iteration 34Q: 3 clusters Score -803121.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -803147.187500 Penalty: 2847.452881
	Iteration 35Q: 3 clusters Score -803147.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -803162.500000 Penalty: 2847.452881
	Iteration 36Q: 3 clusters Score -803162.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -803175.812500 Penalty: 2847.452881
	Iteration 37Q: 3 clusters Score -803175.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -803193.500000 Penalty: 2847.452881
	Iteration 38Q: 3 clusters Score -803193.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -803204.687500 Penalty: 2847.452881
	Iteration 39Q: 3 clusters Score -803204.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -803218.625000 Penalty: 2847.452881
	Iteration 40F: 3 clusters Score -803218.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -803233.562500 Penalty: 2847.452881
	Iteration 41Q: 3 clusters Score -803233.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -803246.562500 Penalty: 2847.452881
	Iteration 42Q: 3 clusters Score -803246.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -803254.062500 Penalty: 2847.452881
	Iteration 43Q: 3 clusters Score -803254.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -803258.562500 Penalty: 2847.452881
	Iteration 44Q: 3 clusters Score -803258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -803260.000000 Penalty: 2847.452881
	Iteration 45Q: 3 clusters Score -803260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -803265.125000 Penalty: 2847.452881
	Iteration 46Q: 3 clusters Score -803265.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -803272.500000 Penalty: 2847.452881
	Iteration 47Q: 3 clusters Score -803272.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -803274.500000 Penalty: 2847.452881
	Iteration 48Q: 3 clusters Score -803274.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -803277.250000 Penalty: 2847.452881
	Iteration 49Q: 3 clusters Score -803277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -803281.187500 Penalty: 2847.452881
	Iteration 50Q: 3 clusters Score -803281.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -803286.187500 Penalty: 2847.452881
	Iteration 51Q: 3 clusters Score -803286.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -803289.875000 Penalty: 2847.452881
	Iteration 52Q: 3 clusters Score -803289.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -803293.750000 Penalty: 2847.452881
	Iteration 53Q: 3 clusters Score -803293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -803299.625000 Penalty: 2847.452881
	Iteration 54Q: 3 clusters Score -803299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -803301.125000 Penalty: 2847.452881
	Iteration 55Q: 3 clusters Score -803301.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -803301.125000 Penalty: 2847.452881
	Iteration 56F: 3 clusters Score -803301.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Entering Unmasked Estep 
Score: -2214035.750000 Penalty: 1587.013184
	Iteration 0F: 2 clusters Score -2214036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2202132.000000 Penalty: 3174.026367
	Iteration 0F: 3 clusters Score -2202132 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2206145.250000 Penalty: 3174.026367
	Iteration 1F: 3 clusters Score -2206145 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2206452.000000 Penalty: 3174.026367
	Iteration 2Q: 3 clusters Score -2206452 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2206706.000000 Penalty: 3174.026367
	Iteration 3Q: 3 clusters Score -2206706 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2206940.000000 Penalty: 3174.026367
	Iteration 4Q: 3 clusters Score -2206940 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2207180.500000 Penalty: 3174.026367
	Iteration 5Q: 3 clusters Score -2207180 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2207490.250000 Penalty: 3174.026367
	Iteration 6Q: 3 clusters Score -2207490 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2207883.250000 Penalty: 3174.026367
	Iteration 7Q: 3 clusters Score -2207883 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2208475.250000 Penalty: 3174.026367
	Iteration 8F: 3 clusters Score -2208475 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2209339.250000 Penalty: 3174.026367
	Iteration 9F: 3 clusters Score -2209339 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2210305.000000 Penalty: 3174.026367
	Iteration 10F: 3 clusters Score -2210305 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2211140.750000 Penalty: 3174.026367
	Iteration 11F: 3 clusters Score -2211141 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2211730.250000 Penalty: 3174.026367
	Iteration 12Q: 3 clusters Score -2211730 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2212108.500000 Penalty: 3174.026367
	Iteration 13Q: 3 clusters Score -2212108 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2212336.500000 Penalty: 3174.026367
	Iteration 14Q: 3 clusters Score -2212336 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2212470.000000 Penalty: 3174.026367
	Iteration 15Q: 3 clusters Score -2212470 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2212557.500000 Penalty: 3174.026367
	Iteration 16Q: 3 clusters Score -2212558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2212617.000000 Penalty: 3174.026367
	Iteration 17Q: 3 clusters Score -2212617 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2212672.750000 Penalty: 3174.026367
	Iteration 18Q: 3 clusters Score -2212673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2212689.500000 Penalty: 3174.026367
	Iteration 19Q: 3 clusters Score -2212690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2212698.500000 Penalty: 3174.026367
	Iteration 20F: 3 clusters Score -2212698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2212700.500000 Penalty: 3174.026367
	Iteration 21Q: 3 clusters Score -2212700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2212704.750000 Penalty: 3174.026367
	Iteration 22Q: 3 clusters Score -2212705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2212707.000000 Penalty: 3174.026367
	Iteration 23Q: 3 clusters Score -2212707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2212712.750000 Penalty: 3174.026367
	Iteration 24Q: 3 clusters Score -2212713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2212712.750000 Penalty: 3174.026367
	Iteration 25F: 3 clusters Score -2212713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Entering Unmasked Estep 
Score: -1116639.500000 Penalty: 1483.413208
	Iteration 0F: 2 clusters Score -1116640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1110004.250000 Penalty: 2966.826416
	Iteration 0F: 3 clusters Score -1110004 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1112473.000000 Penalty: 2966.826416
	Iteration 1F: 3 clusters Score -1112473 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1113129.125000 Penalty: 2966.826416
	Iteration 2F: 3 clusters Score -1113129 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1113790.250000 Penalty: 2966.826416
	Iteration 3F: 3 clusters Score -1113790 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1114390.500000 Penalty: 2966.826416
	Iteration 4F: 3 clusters Score -1114390 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1114830.375000 Penalty: 2966.826416
	Iteration 5F: 3 clusters Score -1114830 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1115132.750000 Penalty: 2966.826416
	Iteration 6Q: 3 clusters Score -1115133 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1115349.250000 Penalty: 2966.826416
	Iteration 7Q: 3 clusters Score -1115349 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1115535.875000 Penalty: 2966.826416
	Iteration 8Q: 3 clusters Score -1115536 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1115674.250000 Penalty: 2966.826416
	Iteration 9Q: 3 clusters Score -1115674 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1115778.125000 Penalty: 2966.826416
	Iteration 10Q: 3 clusters Score -1115778 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1115865.000000 Penalty: 2966.826416
	Iteration 11Q: 3 clusters Score -1115865 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1115940.125000 Penalty: 2966.826416
	Iteration 12Q: 3 clusters Score -1115940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1116021.625000 Penalty: 2966.826416
	Iteration 13Q: 3 clusters Score -1116022 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1116093.875000 Penalty: 2966.826416
	Iteration 14Q: 3 clusters Score -1116094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1116141.125000 Penalty: 2966.826416
	Iteration 15Q: 3 clusters Score -1116141 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1116190.250000 Penalty: 2966.826416
	Iteration 16Q: 3 clusters Score -1116190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1116221.000000 Penalty: 2966.826416
	Iteration 17Q: 3 clusters Score -1116221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1116251.500000 Penalty: 2966.826416
	Iteration 18Q: 3 clusters Score -1116252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1116276.875000 Penalty: 2966.826416
	Iteration 19Q: 3 clusters Score -1116277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1116287.375000 Penalty: 2966.826416
	Iteration 20F: 3 clusters Score -1116287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1116294.875000 Penalty: 2966.826416
	Iteration 21Q: 3 clusters Score -1116295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1116302.375000 Penalty: 2966.826416
	Iteration 22Q: 3 clusters Score -1116302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1116309.125000 Penalty: 2966.826416
	Iteration 23Q: 3 clusters Score -1116309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1116316.625000 Penalty: 2966.826416
	Iteration 24Q: 3 clusters Score -1116317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1116322.250000 Penalty: 2966.826416
	Iteration 25Q: 3 clusters Score -1116322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1116329.625000 Penalty: 2966.826416
	Iteration 26Q: 3 clusters Score -1116330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1116331.750000 Penalty: 2966.826416
	Iteration 27Q: 3 clusters Score -1116332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1116336.375000 Penalty: 2966.826416
	Iteration 28Q: 3 clusters Score -1116336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1116340.750000 Penalty: 2966.826416
	Iteration 29Q: 3 clusters Score -1116341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1116340.250000 Penalty: 2966.826416
	Iteration 30Q: 3 clusters Score -1116340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1116342.250000 Penalty: 2966.826416
	Iteration 31Q: 3 clusters Score -1116342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1116343.750000 Penalty: 2966.826416
	Iteration 32Q: 3 clusters Score -1116344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1116345.625000 Penalty: 2966.826416
	Iteration 33Q: 3 clusters Score -1116346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1116344.000000 Penalty: 2966.826416
	Iteration 34Q: 3 clusters Score -1116344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1116344.000000 Penalty: 2966.826416
	Iteration 35F: 3 clusters Score -1116344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 4855 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 15592 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 27708 members 
Mstep: Class 7 contains 100957 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 14735 members 
Mstep: Class 10 contains 55885 members 
Mstep: Class 11 contains 137813 members 
Mstep: Class 12 contains 36061 members 
Mstep: Class 13 contains 1882 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 9688 members 
Mstep: Class 16 contains 28249 members 
Mstep: Class 17 contains 4042 members 
Mstep: Class 18 contains 7804 members 
Mstep: Class 19 contains 15021 members 
Mstep: Class 20 contains 129838 members 
Mstep: Class 21 contains 6193 members 
Mstep: Class 22 contains 59385 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 3209 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 25901 members 
Mstep: Class 28 contains 7083 members 
Mstep: Class 29 contains 119888 members 
Mstep: Class 30 contains 6383 members 
Mstep: Class 31 contains 17435 members 
Mstep: Class 32 contains 9216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108934440.000000 Penalty: 73429.796875
Iteration 119Q: 34 clusters Score -1.089344e+08 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 4846 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 15601 members 
Mstep: Class 5 contains 1419 members 
Mstep: Class 6 contains 27739 members 
Mstep: Class 7 contains 100874 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 14605 members 
Mstep: Class 10 contains 55630 members 
Mstep: Class 11 contains 138050 members 
Mstep: Class 12 contains 36142 members 
Mstep: Class 13 contains 1880 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 9692 members 
Mstep: Class 16 contains 28227 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 7805 members 
Mstep: Class 19 contains 15062 members 
Mstep: Class 20 contains 129790 members 
Mstep: Class 21 contains 6198 members 
Mstep: Class 22 contains 59194 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 3225 members 
Mstep: Class 26 contains 4924 members 
Mstep: Class 27 contains 25970 members 
Mstep: Class 28 contains 7078 members 
Mstep: Class 29 contains 120041 members 
Mstep: Class 30 contains 6383 members 
Mstep: Class 31 contains 17474 members 
Mstep: Class 32 contains 9233 members 
Mstep: Class 33 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108934840.000000 Penalty: 73429.796875
Iteration 120F: 34 clusters Score -1.089348e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 4837 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 15616 members 
Mstep: Class 5 contains 1419 members 
Mstep: Class 6 contains 27769 members 
Mstep: Class 7 contains 100814 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 14472 members 
Mstep: Class 10 contains 55438 members 
Mstep: Class 11 contains 138190 members 
Mstep: Class 12 contains 36219 members 
Mstep: Class 13 contains 1876 members 
Mstep: Class 14 contains 5995 members 
Mstep: Class 15 contains 9707 members 
Mstep: Class 16 contains 28159 members 
Mstep: Class 17 contains 4058 members 
Mstep: Class 18 contains 7806 members 
Mstep: Class 19 contains 15030 members 
Mstep: Class 20 contains 129771 members 
Mstep: Class 21 contains 6192 members 
Mstep: Class 22 contains 59004 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 3256 members 
Mstep: Class 26 contains 4921 members 
Mstep: Class 27 contains 26041 members 
Mstep: Class 28 contains 7076 members 
Mstep: Class 29 contains 120192 members 
Mstep: Class 30 contains 6384 members 
Mstep: Class 31 contains 17506 members 
Mstep: Class 32 contains 9257 members 
Mstep: Class 33 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935088.000000 Penalty: 73429.796875
Iteration 121Q: 34 clusters Score -1.089351e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 4830 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 15624 members 
Mstep: Class 5 contains 1419 members 
Mstep: Class 6 contains 27790 members 
Mstep: Class 7 contains 100757 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 14347 members 
Mstep: Class 10 contains 55301 members 
Mstep: Class 11 contains 138298 members 
Mstep: Class 12 contains 36271 members 
Mstep: Class 13 contains 1872 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 9731 members 
Mstep: Class 16 contains 28099 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 7807 members 
Mstep: Class 19 contains 15017 members 
Mstep: Class 20 contains 129764 members 
Mstep: Class 21 contains 6193 members 
Mstep: Class 22 contains 58834 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 3281 members 
Mstep: Class 26 contains 4914 members 
Mstep: Class 27 contains 26093 members 
Mstep: Class 28 contains 7074 members 
Mstep: Class 29 contains 120347 members 
Mstep: Class 30 contains 6387 members 
Mstep: Class 31 contains 17539 members 
Mstep: Class 32 contains 9276 members 
Mstep: Class 33 contains 2766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935080.000000 Penalty: 73429.796875
Iteration 122Q: 34 clusters Score -1.089351e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 4820 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 15637 members 
Mstep: Class 5 contains 1419 members 
Mstep: Class 6 contains 27816 members 
Mstep: Class 7 contains 100693 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 14240 members 
Mstep: Class 10 contains 55185 members 
Mstep: Class 11 contains 138373 members 
Mstep: Class 12 contains 36333 members 
Mstep: Class 13 contains 1868 members 
Mstep: Class 14 contains 6020 members 
Mstep: Class 15 contains 9751 members 
Mstep: Class 16 contains 28049 members 
Mstep: Class 17 contains 4066 members 
Mstep: Class 18 contains 7808 members 
Mstep: Class 19 contains 15004 members 
Mstep: Class 20 contains 129781 members 
Mstep: Class 21 contains 6187 members 
Mstep: Class 22 contains 58673 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 3310 members 
Mstep: Class 26 contains 4910 members 
Mstep: Class 27 contains 26150 members 
Mstep: Class 28 contains 7072 members 
Mstep: Class 29 contains 120467 members 
Mstep: Class 30 contains 6389 members 
Mstep: Class 31 contains 17579 members 
Mstep: Class 32 contains 9296 members 
Mstep: Class 33 contains 2797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935144.000000 Penalty: 73429.796875
Iteration 123Q: 34 clusters Score -1.089351e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 15643 members 
Mstep: Class 5 contains 1419 members 
Mstep: Class 6 contains 27833 members 
Mstep: Class 7 contains 100646 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 14142 members 
Mstep: Class 10 contains 55059 members 
Mstep: Class 11 contains 138446 members 
Mstep: Class 12 contains 36396 members 
Mstep: Class 13 contains 1860 members 
Mstep: Class 14 contains 6033 members 
Mstep: Class 15 contains 9775 members 
Mstep: Class 16 contains 27996 members 
Mstep: Class 17 contains 4067 members 
Mstep: Class 18 contains 7810 members 
Mstep: Class 19 contains 14992 members 
Mstep: Class 20 contains 129820 members 
Mstep: Class 21 contains 6173 members 
Mstep: Class 22 contains 58541 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 3342 members 
Mstep: Class 26 contains 4911 members 
Mstep: Class 27 contains 26197 members 
Mstep: Class 28 contains 7072 members 
Mstep: Class 29 contains 120567 members 
Mstep: Class 30 contains 6392 members 
Mstep: Class 31 contains 17617 members 
Mstep: Class 32 contains 9314 members 
Mstep: Class 33 contains 2813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935304.000000 Penalty: 73429.796875
Iteration 124Q: 34 clusters Score -1.089353e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 15654 members 
Mstep: Class 5 contains 1419 members 
Mstep: Class 6 contains 27852 members 
Mstep: Class 7 contains 100593 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 14057 members 
Mstep: Class 10 contains 54949 members 
Mstep: Class 11 contains 138508 members 
Mstep: Class 12 contains 36464 members 
Mstep: Class 13 contains 1857 members 
Mstep: Class 14 contains 6036 members 
Mstep: Class 15 contains 9791 members 
Mstep: Class 16 contains 27948 members 
Mstep: Class 17 contains 4071 members 
Mstep: Class 18 contains 7810 members 
Mstep: Class 19 contains 14988 members 
Mstep: Class 20 contains 129875 members 
Mstep: Class 21 contains 6164 members 
Mstep: Class 22 contains 58411 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 3369 members 
Mstep: Class 26 contains 4906 members 
Mstep: Class 27 contains 26243 members 
Mstep: Class 28 contains 7075 members 
Mstep: Class 29 contains 120637 members 
Mstep: Class 30 contains 6394 members 
Mstep: Class 31 contains 17653 members 
Mstep: Class 32 contains 9328 members 
Mstep: Class 33 contains 2827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935512.000000 Penalty: 73429.796875
Iteration 125Q: 34 clusters Score -1.089355e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 4800 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 15670 members 
Mstep: Class 5 contains 1419 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 100554 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 13967 members 
Mstep: Class 10 contains 54867 members 
Mstep: Class 11 contains 138594 members 
Mstep: Class 12 contains 36524 members 
Mstep: Class 13 contains 1858 members 
Mstep: Class 14 contains 6042 members 
Mstep: Class 15 contains 9806 members 
Mstep: Class 16 contains 27916 members 
Mstep: Class 17 contains 4082 members 
Mstep: Class 18 contains 7813 members 
Mstep: Class 19 contains 14981 members 
Mstep: Class 20 contains 129884 members 
Mstep: Class 21 contains 6154 members 
Mstep: Class 22 contains 58295 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 3399 members 
Mstep: Class 26 contains 4900 members 
Mstep: Class 27 contains 26290 members 
Mstep: Class 28 contains 7075 members 
Mstep: Class 29 contains 120694 members 
Mstep: Class 30 contains 6396 members 
Mstep: Class 31 contains 17674 members 
Mstep: Class 32 contains 9337 members 
Mstep: Class 33 contains 2837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935752.000000 Penalty: 73429.796875
Iteration 126Q: 34 clusters Score -1.089358e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 15684 members 
Mstep: Class 5 contains 1419 members 
Mstep: Class 6 contains 27886 members 
Mstep: Class 7 contains 100514 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 13877 members 
Mstep: Class 10 contains 54788 members 
Mstep: Class 11 contains 138662 members 
Mstep: Class 12 contains 36577 members 
Mstep: Class 13 contains 1851 members 
Mstep: Class 14 contains 6040 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 27889 members 
Mstep: Class 17 contains 4092 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 14977 members 
Mstep: Class 20 contains 129903 members 
Mstep: Class 21 contains 6143 members 
Mstep: Class 22 contains 58200 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 3430 members 
Mstep: Class 26 contains 4892 members 
Mstep: Class 27 contains 26337 members 
Mstep: Class 28 contains 7077 members 
Mstep: Class 29 contains 120744 members 
Mstep: Class 30 contains 6399 members 
Mstep: Class 31 contains 17693 members 
Mstep: Class 32 contains 9348 members 
Mstep: Class 33 contains 2843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935784.000000 Penalty: 73429.796875
Iteration 127Q: 34 clusters Score -1.089358e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 15700 members 
Mstep: Class 5 contains 1419 members 
Mstep: Class 6 contains 27906 members 
Mstep: Class 7 contains 100454 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 13788 members 
Mstep: Class 10 contains 54716 members 
Mstep: Class 11 contains 138730 members 
Mstep: Class 12 contains 36644 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 6039 members 
Mstep: Class 15 contains 9818 members 
Mstep: Class 16 contains 27870 members 
Mstep: Class 17 contains 4100 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 14968 members 
Mstep: Class 20 contains 129942 members 
Mstep: Class 21 contains 6135 members 
Mstep: Class 22 contains 58087 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 3456 members 
Mstep: Class 26 contains 4883 members 
Mstep: Class 27 contains 26394 members 
Mstep: Class 28 contains 7078 members 
Mstep: Class 29 contains 120779 members 
Mstep: Class 30 contains 6404 members 
Mstep: Class 31 contains 17713 members 
Mstep: Class 32 contains 9362 members 
Mstep: Class 33 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935776.000000 Penalty: 73429.796875
Iteration 128Q: 34 clusters Score -1.089358e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 15712 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 27928 members 
Mstep: Class 7 contains 100392 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 13723 members 
Mstep: Class 10 contains 54651 members 
Mstep: Class 11 contains 138800 members 
Mstep: Class 12 contains 36694 members 
Mstep: Class 13 contains 1841 members 
Mstep: Class 14 contains 6044 members 
Mstep: Class 15 contains 9823 members 
Mstep: Class 16 contains 27852 members 
Mstep: Class 17 contains 4110 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 14958 members 
Mstep: Class 20 contains 129970 members 
Mstep: Class 21 contains 6131 members 
Mstep: Class 22 contains 57964 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 3484 members 
Mstep: Class 26 contains 4868 members 
Mstep: Class 27 contains 26455 members 
Mstep: Class 28 contains 7073 members 
Mstep: Class 29 contains 120824 members 
Mstep: Class 30 contains 6405 members 
Mstep: Class 31 contains 17733 members 
Mstep: Class 32 contains 9380 members 
Mstep: Class 33 contains 2854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935864.000000 Penalty: 73429.796875
Iteration 129Q: 34 clusters Score -1.089359e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 15721 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 27954 members 
Mstep: Class 7 contains 100304 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 13666 members 
Mstep: Class 10 contains 54584 members 
Mstep: Class 11 contains 138854 members 
Mstep: Class 12 contains 36752 members 
Mstep: Class 13 contains 1836 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 9830 members 
Mstep: Class 16 contains 27837 members 
Mstep: Class 17 contains 4119 members 
Mstep: Class 18 contains 7831 members 
Mstep: Class 19 contains 14953 members 
Mstep: Class 20 contains 129993 members 
Mstep: Class 21 contains 6127 members 
Mstep: Class 22 contains 57844 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 232 members 
Mstep: Class 25 contains 3511 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 7069 members 
Mstep: Class 29 contains 120869 members 
Mstep: Class 30 contains 6404 members 
Mstep: Class 31 contains 17753 members 
Mstep: Class 32 contains 9392 members 
Mstep: Class 33 contains 2860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935912.000000 Penalty: 73429.796875
Iteration 130Q: 34 clusters Score -1.089359e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 15734 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27973 members 
Mstep: Class 7 contains 100214 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 13600 members 
Mstep: Class 10 contains 54544 members 
Mstep: Class 11 contains 138895 members 
Mstep: Class 12 contains 36785 members 
Mstep: Class 13 contains 1827 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 9842 members 
Mstep: Class 16 contains 27818 members 
Mstep: Class 17 contains 4128 members 
Mstep: Class 18 contains 7832 members 
Mstep: Class 19 contains 14953 members 
Mstep: Class 20 contains 130043 members 
Mstep: Class 21 contains 6125 members 
Mstep: Class 22 contains 57753 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 3531 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 26633 members 
Mstep: Class 28 contains 7061 members 
Mstep: Class 29 contains 120895 members 
Mstep: Class 30 contains 6404 members 
Mstep: Class 31 contains 17768 members 
Mstep: Class 32 contains 9406 members 
Mstep: Class 33 contains 2862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935688.000000 Penalty: 73429.796875
Iteration 131Q: 34 clusters Score -1.089357e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15742 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 27992 members 
Mstep: Class 7 contains 100152 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 13552 members 
Mstep: Class 10 contains 54489 members 
Mstep: Class 11 contains 138920 members 
Mstep: Class 12 contains 36835 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6059 members 
Mstep: Class 15 contains 9854 members 
Mstep: Class 16 contains 27800 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 7837 members 
Mstep: Class 19 contains 14939 members 
Mstep: Class 20 contains 130083 members 
Mstep: Class 21 contains 6122 members 
Mstep: Class 22 contains 57653 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3553 members 
Mstep: Class 26 contains 4816 members 
Mstep: Class 27 contains 26708 members 
Mstep: Class 28 contains 7053 members 
Mstep: Class 29 contains 120924 members 
Mstep: Class 30 contains 6404 members 
Mstep: Class 31 contains 17790 members 
Mstep: Class 32 contains 9413 members 
Mstep: Class 33 contains 2865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935656.000000 Penalty: 73429.796875
Iteration 132Q: 34 clusters Score -1.089357e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15746 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 28012 members 
Mstep: Class 7 contains 100084 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 13480 members 
Mstep: Class 10 contains 54429 members 
Mstep: Class 11 contains 138958 members 
Mstep: Class 12 contains 36890 members 
Mstep: Class 13 contains 1819 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 9862 members 
Mstep: Class 16 contains 27790 members 
Mstep: Class 17 contains 4138 members 
Mstep: Class 18 contains 7840 members 
Mstep: Class 19 contains 14938 members 
Mstep: Class 20 contains 130117 members 
Mstep: Class 21 contains 6116 members 
Mstep: Class 22 contains 57556 members 
Mstep: Class 23 contains 2631 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3581 members 
Mstep: Class 26 contains 4804 members 
Mstep: Class 27 contains 26776 members 
Mstep: Class 28 contains 7044 members 
Mstep: Class 29 contains 120948 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 17823 members 
Mstep: Class 32 contains 9431 members 
Mstep: Class 33 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935600.000000 Penalty: 73429.796875
Iteration 133Q: 34 clusters Score -1.089356e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15749 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 28021 members 
Mstep: Class 7 contains 100004 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 13415 members 
Mstep: Class 10 contains 54391 members 
Mstep: Class 11 contains 138982 members 
Mstep: Class 12 contains 36925 members 
Mstep: Class 13 contains 1820 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 9863 members 
Mstep: Class 16 contains 27775 members 
Mstep: Class 17 contains 4144 members 
Mstep: Class 18 contains 7846 members 
Mstep: Class 19 contains 14930 members 
Mstep: Class 20 contains 130159 members 
Mstep: Class 21 contains 6107 members 
Mstep: Class 22 contains 57455 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3600 members 
Mstep: Class 26 contains 4802 members 
Mstep: Class 27 contains 26866 members 
Mstep: Class 28 contains 7034 members 
Mstep: Class 29 contains 120991 members 
Mstep: Class 30 contains 6405 members 
Mstep: Class 31 contains 17851 members 
Mstep: Class 32 contains 9445 members 
Mstep: Class 33 contains 2870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935824.000000 Penalty: 73429.796875
Iteration 134Q: 34 clusters Score -1.089358e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15753 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28032 members 
Mstep: Class 7 contains 99904 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 13358 members 
Mstep: Class 10 contains 54346 members 
Mstep: Class 11 contains 139031 members 
Mstep: Class 12 contains 36974 members 
Mstep: Class 13 contains 1815 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 9865 members 
Mstep: Class 16 contains 27767 members 
Mstep: Class 17 contains 4151 members 
Mstep: Class 18 contains 7847 members 
Mstep: Class 19 contains 14920 members 
Mstep: Class 20 contains 130190 members 
Mstep: Class 21 contains 6102 members 
Mstep: Class 22 contains 57367 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3612 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 26960 members 
Mstep: Class 28 contains 7029 members 
Mstep: Class 29 contains 121025 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 17874 members 
Mstep: Class 32 contains 9455 members 
Mstep: Class 33 contains 2870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935768.000000 Penalty: 73429.796875
Iteration 135Q: 34 clusters Score -1.089358e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15754 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28045 members 
Mstep: Class 7 contains 99807 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 13302 members 
Mstep: Class 10 contains 54318 members 
Mstep: Class 11 contains 139057 members 
Mstep: Class 12 contains 37009 members 
Mstep: Class 13 contains 1812 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 9870 members 
Mstep: Class 16 contains 27757 members 
Mstep: Class 17 contains 4155 members 
Mstep: Class 18 contains 7848 members 
Mstep: Class 19 contains 14921 members 
Mstep: Class 20 contains 130216 members 
Mstep: Class 21 contains 6097 members 
Mstep: Class 22 contains 57274 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3625 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 27058 members 
Mstep: Class 28 contains 7026 members 
Mstep: Class 29 contains 121069 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 17891 members 
Mstep: Class 32 contains 9462 members 
Mstep: Class 33 contains 2872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935880.000000 Penalty: 73429.796875
Iteration 136Q: 34 clusters Score -1.089359e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15759 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28066 members 
Mstep: Class 7 contains 99691 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 13257 members 
Mstep: Class 10 contains 54294 members 
Mstep: Class 11 contains 139077 members 
Mstep: Class 12 contains 37036 members 
Mstep: Class 13 contains 1811 members 
Mstep: Class 14 contains 6073 members 
Mstep: Class 15 contains 9878 members 
Mstep: Class 16 contains 27749 members 
Mstep: Class 17 contains 4163 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 14919 members 
Mstep: Class 20 contains 130249 members 
Mstep: Class 21 contains 6096 members 
Mstep: Class 22 contains 57179 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3637 members 
Mstep: Class 26 contains 4800 members 
Mstep: Class 27 contains 27153 members 
Mstep: Class 28 contains 7021 members 
Mstep: Class 29 contains 121101 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 17913 members 
Mstep: Class 32 contains 9470 members 
Mstep: Class 33 contains 2875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936016.000000 Penalty: 73429.796875
Iteration 137Q: 34 clusters Score -1.08936e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 4779 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15766 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28075 members 
Mstep: Class 7 contains 99576 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 13226 members 
Mstep: Class 10 contains 54265 members 
Mstep: Class 11 contains 139099 members 
Mstep: Class 12 contains 37064 members 
Mstep: Class 13 contains 1812 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 27742 members 
Mstep: Class 17 contains 4174 members 
Mstep: Class 18 contains 7857 members 
Mstep: Class 19 contains 14917 members 
Mstep: Class 20 contains 130282 members 
Mstep: Class 21 contains 6093 members 
Mstep: Class 22 contains 57090 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3646 members 
Mstep: Class 26 contains 4798 members 
Mstep: Class 27 contains 27250 members 
Mstep: Class 28 contains 7020 members 
Mstep: Class 29 contains 121128 members 
Mstep: Class 30 contains 6409 members 
Mstep: Class 31 contains 17923 members 
Mstep: Class 32 contains 9481 members 
Mstep: Class 33 contains 2882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935800.000000 Penalty: 73429.796875
Iteration 138Q: 34 clusters Score -1.089358e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15777 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28081 members 
Mstep: Class 7 contains 99460 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 13195 members 
Mstep: Class 10 contains 54242 members 
Mstep: Class 11 contains 139131 members 
Mstep: Class 12 contains 37107 members 
Mstep: Class 13 contains 1811 members 
Mstep: Class 14 contains 6072 members 
Mstep: Class 15 contains 9894 members 
Mstep: Class 16 contains 27739 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 7857 members 
Mstep: Class 19 contains 14914 members 
Mstep: Class 20 contains 130285 members 
Mstep: Class 21 contains 6089 members 
Mstep: Class 22 contains 56997 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3652 members 
Mstep: Class 26 contains 4796 members 
Mstep: Class 27 contains 27353 members 
Mstep: Class 28 contains 7010 members 
Mstep: Class 29 contains 121173 members 
Mstep: Class 30 contains 6409 members 
Mstep: Class 31 contains 17942 members 
Mstep: Class 32 contains 9490 members 
Mstep: Class 33 contains 2886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935832.000000 Penalty: 73429.796875
Iteration 139Q: 34 clusters Score -1.089358e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 4769 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15789 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28090 members 
Mstep: Class 7 contains 99361 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 13166 members 
Mstep: Class 10 contains 54222 members 
Mstep: Class 11 contains 139168 members 
Mstep: Class 12 contains 37147 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 6073 members 
Mstep: Class 15 contains 9904 members 
Mstep: Class 16 contains 27733 members 
Mstep: Class 17 contains 4192 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 14908 members 
Mstep: Class 20 contains 130296 members 
Mstep: Class 21 contains 6080 members 
Mstep: Class 22 contains 56918 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3659 members 
Mstep: Class 26 contains 4796 members 
Mstep: Class 27 contains 27445 members 
Mstep: Class 28 contains 6997 members 
Mstep: Class 29 contains 121182 members 
Mstep: Class 30 contains 6407 members 
Mstep: Class 31 contains 17961 members 
Mstep: Class 32 contains 9495 members 
Mstep: Class 33 contains 2889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935896.000000 Penalty: 73429.796875
Iteration 140F: 34 clusters Score -1.089359e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 4766 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15804 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28097 members 
Mstep: Class 7 contains 99272 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 13128 members 
Mstep: Class 10 contains 54178 members 
Mstep: Class 11 contains 139207 members 
Mstep: Class 12 contains 37177 members 
Mstep: Class 13 contains 1815 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 9916 members 
Mstep: Class 16 contains 27717 members 
Mstep: Class 17 contains 4198 members 
Mstep: Class 18 contains 7858 members 
Mstep: Class 19 contains 14901 members 
Mstep: Class 20 contains 130310 members 
Mstep: Class 21 contains 6068 members 
Mstep: Class 22 contains 56864 members 
Mstep: Class 23 contains 2631 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3671 members 
Mstep: Class 26 contains 4792 members 
Mstep: Class 27 contains 27530 members 
Mstep: Class 28 contains 6993 members 
Mstep: Class 29 contains 121196 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 17991 members 
Mstep: Class 32 contains 9508 members 
Mstep: Class 33 contains 2888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935736.000000 Penalty: 73429.796875
Iteration 141Q: 34 clusters Score -1.089357e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 4766 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15818 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28107 members 
Mstep: Class 7 contains 99188 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 13095 members 
Mstep: Class 10 contains 54144 members 
Mstep: Class 11 contains 139243 members 
Mstep: Class 12 contains 37179 members 
Mstep: Class 13 contains 1809 members 
Mstep: Class 14 contains 6089 members 
Mstep: Class 15 contains 9926 members 
Mstep: Class 16 contains 27703 members 
Mstep: Class 17 contains 4211 members 
Mstep: Class 18 contains 7854 members 
Mstep: Class 19 contains 14898 members 
Mstep: Class 20 contains 130332 members 
Mstep: Class 21 contains 6055 members 
Mstep: Class 22 contains 56816 members 
Mstep: Class 23 contains 2629 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3678 members 
Mstep: Class 26 contains 4795 members 
Mstep: Class 27 contains 27598 members 
Mstep: Class 28 contains 6989 members 
Mstep: Class 29 contains 121205 members 
Mstep: Class 30 contains 6410 members 
Mstep: Class 31 contains 18017 members 
Mstep: Class 32 contains 9517 members 
Mstep: Class 33 contains 2888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935616.000000 Penalty: 73429.796875
Iteration 142Q: 34 clusters Score -1.089356e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 4766 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28115 members 
Mstep: Class 7 contains 99090 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 13075 members 
Mstep: Class 10 contains 54112 members 
Mstep: Class 11 contains 139269 members 
Mstep: Class 12 contains 37172 members 
Mstep: Class 13 contains 1803 members 
Mstep: Class 14 contains 6096 members 
Mstep: Class 15 contains 9933 members 
Mstep: Class 16 contains 27700 members 
Mstep: Class 17 contains 4217 members 
Mstep: Class 18 contains 7857 members 
Mstep: Class 19 contains 14893 members 
Mstep: Class 20 contains 130357 members 
Mstep: Class 21 contains 6050 members 
Mstep: Class 22 contains 56769 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3685 members 
Mstep: Class 26 contains 4794 members 
Mstep: Class 27 contains 27674 members 
Mstep: Class 28 contains 6977 members 
Mstep: Class 29 contains 121220 members 
Mstep: Class 30 contains 6413 members 
Mstep: Class 31 contains 18054 members 
Mstep: Class 32 contains 9527 members 
Mstep: Class 33 contains 2888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935720.000000 Penalty: 73429.796875
Iteration 143Q: 34 clusters Score -1.089357e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 4765 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15839 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28119 members 
Mstep: Class 7 contains 98992 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 13062 members 
Mstep: Class 10 contains 54096 members 
Mstep: Class 11 contains 139294 members 
Mstep: Class 12 contains 37159 members 
Mstep: Class 13 contains 1805 members 
Mstep: Class 14 contains 6101 members 
Mstep: Class 15 contains 9941 members 
Mstep: Class 16 contains 27698 members 
Mstep: Class 17 contains 4225 members 
Mstep: Class 18 contains 7862 members 
Mstep: Class 19 contains 14889 members 
Mstep: Class 20 contains 130366 members 
Mstep: Class 21 contains 6043 members 
Mstep: Class 22 contains 56732 members 
Mstep: Class 23 contains 2623 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3689 members 
Mstep: Class 26 contains 4788 members 
Mstep: Class 27 contains 27752 members 
Mstep: Class 28 contains 6960 members 
Mstep: Class 29 contains 121239 members 
Mstep: Class 30 contains 6412 members 
Mstep: Class 31 contains 18087 members 
Mstep: Class 32 contains 9533 members 
Mstep: Class 33 contains 2890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935696.000000 Penalty: 73429.796875
Iteration 144Q: 34 clusters Score -1.089357e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 4766 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15856 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28119 members 
Mstep: Class 7 contains 98890 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 13039 members 
Mstep: Class 10 contains 54067 members 
Mstep: Class 11 contains 139313 members 
Mstep: Class 12 contains 37161 members 
Mstep: Class 13 contains 1801 members 
Mstep: Class 14 contains 6108 members 
Mstep: Class 15 contains 9950 members 
Mstep: Class 16 contains 27702 members 
Mstep: Class 17 contains 4235 members 
Mstep: Class 18 contains 7861 members 
Mstep: Class 19 contains 14888 members 
Mstep: Class 20 contains 130381 members 
Mstep: Class 21 contains 6037 members 
Mstep: Class 22 contains 56688 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3696 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 27842 members 
Mstep: Class 28 contains 6940 members 
Mstep: Class 29 contains 121263 members 
Mstep: Class 30 contains 6412 members 
Mstep: Class 31 contains 18112 members 
Mstep: Class 32 contains 9534 members 
Mstep: Class 33 contains 2892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935768.000000 Penalty: 73429.796875
Iteration 145Q: 34 clusters Score -1.089358e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 4765 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15876 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28119 members 
Mstep: Class 7 contains 98765 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 10 contains 54032 members 
Mstep: Class 11 contains 139331 members 
Mstep: Class 12 contains 37174 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 6111 members 
Mstep: Class 15 contains 9963 members 
Mstep: Class 16 contains 27704 members 
Mstep: Class 17 contains 4245 members 
Mstep: Class 18 contains 7858 members 
Mstep: Class 19 contains 14885 members 
Mstep: Class 20 contains 130393 members 
Mstep: Class 21 contains 6036 members 
Mstep: Class 22 contains 56643 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3704 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 27954 members 
Mstep: Class 28 contains 6920 members 
Mstep: Class 29 contains 121287 members 
Mstep: Class 30 contains 6412 members 
Mstep: Class 31 contains 18136 members 
Mstep: Class 32 contains 9539 members 
Mstep: Class 33 contains 2894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935768.000000 Penalty: 73429.796875
Iteration 146Q: 34 clusters Score -1.089358e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 4763 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15888 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28121 members 
Mstep: Class 7 contains 98629 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12996 members 
Mstep: Class 10 contains 54002 members 
Mstep: Class 11 contains 139343 members 
Mstep: Class 12 contains 37193 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 6119 members 
Mstep: Class 15 contains 9972 members 
Mstep: Class 16 contains 27711 members 
Mstep: Class 17 contains 4252 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 14879 members 
Mstep: Class 20 contains 130412 members 
Mstep: Class 21 contains 6034 members 
Mstep: Class 22 contains 56601 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 28071 members 
Mstep: Class 28 contains 6904 members 
Mstep: Class 29 contains 121301 members 
Mstep: Class 30 contains 6409 members 
Mstep: Class 31 contains 18160 members 
Mstep: Class 32 contains 9543 members 
Mstep: Class 33 contains 2893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935840.000000 Penalty: 73429.796875
Iteration 147Q: 34 clusters Score -1.089358e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 4763 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15898 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 28130 members 
Mstep: Class 7 contains 98478 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12971 members 
Mstep: Class 10 contains 53976 members 
Mstep: Class 11 contains 139354 members 
Mstep: Class 12 contains 37201 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 6127 members 
Mstep: Class 15 contains 9975 members 
Mstep: Class 16 contains 27713 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 7862 members 
Mstep: Class 19 contains 14875 members 
Mstep: Class 20 contains 130431 members 
Mstep: Class 21 contains 6033 members 
Mstep: Class 22 contains 56557 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3719 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 28189 members 
Mstep: Class 28 contains 6885 members 
Mstep: Class 29 contains 121324 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 18196 members 
Mstep: Class 32 contains 9549 members 
Mstep: Class 33 contains 2892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935904.000000 Penalty: 73429.796875
Iteration 148Q: 34 clusters Score -1.089359e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15909 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 28141 members 
Mstep: Class 7 contains 98328 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 12939 members 
Mstep: Class 10 contains 53947 members 
Mstep: Class 11 contains 139368 members 
Mstep: Class 12 contains 37213 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 6140 members 
Mstep: Class 15 contains 9983 members 
Mstep: Class 16 contains 27709 members 
Mstep: Class 17 contains 4264 members 
Mstep: Class 18 contains 7863 members 
Mstep: Class 19 contains 14871 members 
Mstep: Class 20 contains 130441 members 
Mstep: Class 21 contains 6033 members 
Mstep: Class 22 contains 56515 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 28318 members 
Mstep: Class 28 contains 6862 members 
Mstep: Class 29 contains 121335 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 18239 members 
Mstep: Class 32 contains 9555 members 
Mstep: Class 33 contains 2892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935720.000000 Penalty: 73429.796875
Iteration 149Q: 34 clusters Score -1.089357e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 4761 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15924 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28152 members 
Mstep: Class 7 contains 98166 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 12907 members 
Mstep: Class 10 contains 53916 members 
Mstep: Class 11 contains 139369 members 
Mstep: Class 12 contains 37232 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 6142 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 27703 members 
Mstep: Class 17 contains 4269 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 14868 members 
Mstep: Class 20 contains 130453 members 
Mstep: Class 21 contains 6033 members 
Mstep: Class 22 contains 56480 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3737 members 
Mstep: Class 26 contains 4787 members 
Mstep: Class 27 contains 28452 members 
Mstep: Class 28 contains 6843 members 
Mstep: Class 29 contains 121351 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 18273 members 
Mstep: Class 32 contains 9560 members 
Mstep: Class 33 contains 2893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935760.000000 Penalty: 73429.796875
Iteration 150Q: 34 clusters Score -1.089358e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 4759 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15939 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 28157 members 
Mstep: Class 7 contains 97971 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 12877 members 
Mstep: Class 10 contains 53899 members 
Mstep: Class 11 contains 139379 members 
Mstep: Class 12 contains 37249 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 6147 members 
Mstep: Class 15 contains 10002 members 
Mstep: Class 16 contains 27694 members 
Mstep: Class 17 contains 4271 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 14861 members 
Mstep: Class 20 contains 130462 members 
Mstep: Class 21 contains 6035 members 
Mstep: Class 22 contains 56445 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3743 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 28622 members 
Mstep: Class 28 contains 6814 members 
Mstep: Class 29 contains 121367 members 
Mstep: Class 30 contains 6404 members 
Mstep: Class 31 contains 18310 members 
Mstep: Class 32 contains 9571 members 
Mstep: Class 33 contains 2894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935760.000000 Penalty: 73429.796875
Iteration 151Q: 34 clusters Score -1.089358e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 4758 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15962 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 28163 members 
Mstep: Class 7 contains 97773 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 12842 members 
Mstep: Class 10 contains 53874 members 
Mstep: Class 11 contains 139392 members 
Mstep: Class 12 contains 37264 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 6149 members 
Mstep: Class 15 contains 10005 members 
Mstep: Class 16 contains 27691 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 14853 members 
Mstep: Class 20 contains 130477 members 
Mstep: Class 21 contains 6043 members 
Mstep: Class 22 contains 56411 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3754 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 28800 members 
Mstep: Class 28 contains 6791 members 
Mstep: Class 29 contains 121374 members 
Mstep: Class 30 contains 6401 members 
Mstep: Class 31 contains 18340 members 
Mstep: Class 32 contains 9576 members 
Mstep: Class 33 contains 2895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935720.000000 Penalty: 73429.796875
Iteration 152Q: 34 clusters Score -1.089357e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 4754 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 15985 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 28166 members 
Mstep: Class 7 contains 97552 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 12815 members 
Mstep: Class 10 contains 53846 members 
Mstep: Class 11 contains 139410 members 
Mstep: Class 12 contains 37286 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 6152 members 
Mstep: Class 15 contains 10011 members 
Mstep: Class 16 contains 27683 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 14845 members 
Mstep: Class 20 contains 130483 members 
Mstep: Class 21 contains 6046 members 
Mstep: Class 22 contains 56372 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3762 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 28985 members 
Mstep: Class 28 contains 6766 members 
Mstep: Class 29 contains 121380 members 
Mstep: Class 30 contains 6399 members 
Mstep: Class 31 contains 18383 members 
Mstep: Class 32 contains 9581 members 
Mstep: Class 33 contains 2899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935744.000000 Penalty: 73429.796875
Iteration 153Q: 34 clusters Score -1.089357e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 4751 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 16000 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 28172 members 
Mstep: Class 7 contains 97330 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 12781 members 
Mstep: Class 10 contains 53822 members 
Mstep: Class 11 contains 139428 members 
Mstep: Class 12 contains 37301 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 6155 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 27673 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 14840 members 
Mstep: Class 20 contains 130483 members 
Mstep: Class 21 contains 6047 members 
Mstep: Class 22 contains 56342 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 29199 members 
Mstep: Class 28 contains 6730 members 
Mstep: Class 29 contains 121383 members 
Mstep: Class 30 contains 6396 members 
Mstep: Class 31 contains 18439 members 
Mstep: Class 32 contains 9586 members 
Mstep: Class 33 contains 2899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935712.000000 Penalty: 73429.796875
Iteration 154Q: 34 clusters Score -1.089357e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 4750 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 16014 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28176 members 
Mstep: Class 7 contains 97101 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12745 members 
Mstep: Class 10 contains 53789 members 
Mstep: Class 11 contains 139452 members 
Mstep: Class 12 contains 37315 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 10034 members 
Mstep: Class 16 contains 27662 members 
Mstep: Class 17 contains 4295 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 14840 members 
Mstep: Class 20 contains 130484 members 
Mstep: Class 21 contains 6053 members 
Mstep: Class 22 contains 56314 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 29399 members 
Mstep: Class 28 contains 6689 members 
Mstep: Class 29 contains 121384 members 
Mstep: Class 30 contains 6394 members 
Mstep: Class 31 contains 18511 members 
Mstep: Class 32 contains 9589 members 
Mstep: Class 33 contains 2899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935880.000000 Penalty: 73429.796875
Iteration 155Q: 34 clusters Score -1.089359e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 4749 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 16028 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28174 members 
Mstep: Class 7 contains 96831 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12706 members 
Mstep: Class 10 contains 53770 members 
Mstep: Class 11 contains 139470 members 
Mstep: Class 12 contains 37332 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 10038 members 
Mstep: Class 16 contains 27650 members 
Mstep: Class 17 contains 4302 members 
Mstep: Class 18 contains 7872 members 
Mstep: Class 19 contains 14836 members 
Mstep: Class 20 contains 130488 members 
Mstep: Class 21 contains 6056 members 
Mstep: Class 22 contains 56277 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3795 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 29661 members 
Mstep: Class 28 contains 6638 members 
Mstep: Class 29 contains 121394 members 
Mstep: Class 30 contains 6389 members 
Mstep: Class 31 contains 18579 members 
Mstep: Class 32 contains 9595 members 
Mstep: Class 33 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936000.000000 Penalty: 73429.796875
Iteration 156Q: 34 clusters Score -1.08936e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 4750 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 16041 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28180 members 
Mstep: Class 7 contains 96561 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12681 members 
Mstep: Class 10 contains 53747 members 
Mstep: Class 11 contains 139482 members 
Mstep: Class 12 contains 37348 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 6175 members 
Mstep: Class 15 contains 10040 members 
Mstep: Class 16 contains 27647 members 
Mstep: Class 17 contains 4312 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 14835 members 
Mstep: Class 20 contains 130498 members 
Mstep: Class 21 contains 6051 members 
Mstep: Class 22 contains 56244 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3799 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 29919 members 
Mstep: Class 28 contains 6591 members 
Mstep: Class 29 contains 121398 members 
Mstep: Class 30 contains 6389 members 
Mstep: Class 31 contains 18635 members 
Mstep: Class 32 contains 9604 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936152.000000 Penalty: 73429.796875
Iteration 157Q: 34 clusters Score -1.089362e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 4751 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 16050 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 28180 members 
Mstep: Class 7 contains 96312 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12658 members 
Mstep: Class 10 contains 53719 members 
Mstep: Class 11 contains 139486 members 
Mstep: Class 12 contains 37359 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 16 contains 27640 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 7875 members 
Mstep: Class 19 contains 14834 members 
Mstep: Class 20 contains 130503 members 
Mstep: Class 21 contains 6053 members 
Mstep: Class 22 contains 56213 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3804 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 30173 members 
Mstep: Class 28 contains 6549 members 
Mstep: Class 29 contains 121412 members 
Mstep: Class 30 contains 6384 members 
Mstep: Class 31 contains 18678 members 
Mstep: Class 32 contains 9614 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936280.000000 Penalty: 73429.796875
Iteration 158Q: 34 clusters Score -1.089363e+08 nChanged 618
Entering ConstructFrom: 
Score: -108936280.000000 Penalty: 73429.796875
Entering ConstructFrom: 
Trying to split cluster 1 (21332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Entering Unmasked Estep 
Score: -2678718.750000 Penalty: 1619.794067
	Iteration 0F: 2 clusters Score -2678719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2664078.250000 Penalty: 3239.588135
	Iteration 0F: 3 clusters Score -2664078 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2669397.750000 Penalty: 3239.588135
	Iteration 1F: 3 clusters Score -2669398 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2669713.500000 Penalty: 3239.588135
	Iteration 2Q: 3 clusters Score -2669714 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2669978.000000 Penalty: 3239.588135
	Iteration 3Q: 3 clusters Score -2669978 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2670336.000000 Penalty: 3239.588135
	Iteration 4Q: 3 clusters Score -2670336 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2670755.250000 Penalty: 3239.588135
	Iteration 5Q: 3 clusters Score -2670755 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2671298.250000 Penalty: 3239.588135
	Iteration 6Q: 3 clusters Score -2671298 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2672032.500000 Penalty: 3239.588135
	Iteration 7F: 3 clusters Score -2672032 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2673036.750000 Penalty: 3239.588135
	Iteration 8F: 3 clusters Score -2673037 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2674203.750000 Penalty: 3239.588135
	Iteration 9F: 3 clusters Score -2674204 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2675348.000000 Penalty: 3239.588135
	Iteration 10F: 3 clusters Score -2675348 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2676175.000000 Penalty: 3239.588135
	Iteration 11Q: 3 clusters Score -2676175 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2676741.750000 Penalty: 3239.588135
	Iteration 12Q: 3 clusters Score -2676742 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2677084.000000 Penalty: 3239.588135
	Iteration 13Q: 3 clusters Score -2677084 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2677215.250000 Penalty: 3239.588135
	Iteration 14Q: 3 clusters Score -2677215 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2677284.250000 Penalty: 3239.588135
	Iteration 15Q: 3 clusters Score -2677284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2677320.000000 Penalty: 3239.588135
	Iteration 16Q: 3 clusters Score -2677320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2677347.750000 Penalty: 3239.588135
	Iteration 17Q: 3 clusters Score -2677348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2677362.750000 Penalty: 3239.588135
	Iteration 18Q: 3 clusters Score -2677363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2677373.000000 Penalty: 3239.588135
	Iteration 19Q: 3 clusters Score -2677373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2677387.000000 Penalty: 3239.588135
	Iteration 20F: 3 clusters Score -2677387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2677389.750000 Penalty: 3239.588135
	Iteration 21Q: 3 clusters Score -2677390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2677394.500000 Penalty: 3239.588135
	Iteration 22Q: 3 clusters Score -2677394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2677396.500000 Penalty: 3239.588135
	Iteration 23Q: 3 clusters Score -2677396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2677398.250000 Penalty: 3239.588135
	Iteration 24Q: 3 clusters Score -2677398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2677398.250000 Penalty: 3239.588135
	Iteration 25F: 3 clusters Score -2677398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Entering Unmasked Estep 
Score: -599987.187500 Penalty: 1375.674561
	Iteration 0F: 2 clusters Score -599987.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -596173.875000 Penalty: 2751.349121
	Iteration 0F: 3 clusters Score -596173.9 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -597217.437500 Penalty: 2751.349121
	Iteration 1F: 3 clusters Score -597217.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -597435.562500 Penalty: 2751.349121
	Iteration 2F: 3 clusters Score -597435.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -597631.562500 Penalty: 2751.349121
	Iteration 3F: 3 clusters Score -597631.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -597844.125000 Penalty: 2751.349121
	Iteration 4F: 3 clusters Score -597844.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -598036.687500 Penalty: 2751.349121
	Iteration 5F: 3 clusters Score -598036.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -598213.437500 Penalty: 2751.349121
	Iteration 6Q: 3 clusters Score -598213.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -598346.625000 Penalty: 2751.349121
	Iteration 7Q: 3 clusters Score -598346.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -598462.125000 Penalty: 2751.349121
	Iteration 8Q: 3 clusters Score -598462.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -598556.250000 Penalty: 2751.349121
	Iteration 9Q: 3 clusters Score -598556.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -598636.375000 Penalty: 2751.349121
	Iteration 10Q: 3 clusters Score -598636.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -598693.250000 Penalty: 2751.349121
	Iteration 11Q: 3 clusters Score -598693.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -598728.375000 Penalty: 2751.349121
	Iteration 12Q: 3 clusters Score -598728.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -598759.812500 Penalty: 2751.349121
	Iteration 13Q: 3 clusters Score -598759.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -598788.312500 Penalty: 2751.349121
	Iteration 14Q: 3 clusters Score -598788.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -598811.937500 Penalty: 2751.349121
	Iteration 15Q: 3 clusters Score -598811.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -598838.000000 Penalty: 2751.349121
	Iteration 16Q: 3 clusters Score -598838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -598866.812500 Penalty: 2751.349121
	Iteration 17Q: 3 clusters Score -598866.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -598883.375000 Penalty: 2751.349121
	Iteration 18Q: 3 clusters Score -598883.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -598898.937500 Penalty: 2751.349121
	Iteration 19Q: 3 clusters Score -598898.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -598912.125000 Penalty: 2751.349121
	Iteration 20F: 3 clusters Score -598912.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -598924.437500 Penalty: 2751.349121
	Iteration 21Q: 3 clusters Score -598924.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -598933.750000 Penalty: 2751.349121
	Iteration 22Q: 3 clusters Score -598933.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -598942.875000 Penalty: 2751.349121
	Iteration 23Q: 3 clusters Score -598942.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -598949.187500 Penalty: 2751.349121
	Iteration 24Q: 3 clusters Score -598949.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -598953.750000 Penalty: 2751.349121
	Iteration 25Q: 3 clusters Score -598953.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -598956.625000 Penalty: 2751.349121
	Iteration 26Q: 3 clusters Score -598956.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -598960.250000 Penalty: 2751.349121
	Iteration 27Q: 3 clusters Score -598960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -598963.375000 Penalty: 2751.349121
	Iteration 28Q: 3 clusters Score -598963.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -598965.000000 Penalty: 2751.349121
	Iteration 29Q: 3 clusters Score -598965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -598967.125000 Penalty: 2751.349121
	Iteration 30Q: 3 clusters Score -598967.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -598972.562500 Penalty: 2751.349121
	Iteration 31Q: 3 clusters Score -598972.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -598976.000000 Penalty: 2751.349121
	Iteration 32Q: 3 clusters Score -598976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -598978.750000 Penalty: 2751.349121
	Iteration 33Q: 3 clusters Score -598978.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -598980.562500 Penalty: 2751.349121
	Iteration 34Q: 3 clusters Score -598980.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -598983.250000 Penalty: 2751.349121
	Iteration 35Q: 3 clusters Score -598983.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -598985.437500 Penalty: 2751.349121
	Iteration 36Q: 3 clusters Score -598985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -598986.625000 Penalty: 2751.349121
	Iteration 37Q: 3 clusters Score -598986.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -598988.625000 Penalty: 2751.349121
	Iteration 38Q: 3 clusters Score -598988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -598991.062500 Penalty: 2751.349121
	Iteration 39Q: 3 clusters Score -598991.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -598993.000000 Penalty: 2751.349121
	Iteration 40F: 3 clusters Score -598993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -598994.187500 Penalty: 2751.349121
	Iteration 41Q: 3 clusters Score -598994.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -598995.250000 Penalty: 2751.349121
	Iteration 42Q: 3 clusters Score -598995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -598995.062500 Penalty: 2751.349121
	Iteration 43Q: 3 clusters Score -598995.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -598996.125000 Penalty: 2751.349121
	Iteration 44Q: 3 clusters Score -598996.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -598996.562500 Penalty: 2751.349121
	Iteration 45Q: 3 clusters Score -598996.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -598996.562500 Penalty: 2751.349121
	Iteration 46F: 3 clusters Score -598996.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -47410.628906 Penalty: 998.081055
	Iteration 0F: 2 clusters Score -47410.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46462.859375 Penalty: 1996.162109
	Iteration 0F: 3 clusters Score -46462.86 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46670.054688 Penalty: 1996.162109
	Iteration 1F: 3 clusters Score -46670.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46777.042969 Penalty: 1996.162109
	Iteration 2F: 3 clusters Score -46777.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46809.027344 Penalty: 1996.162109
	Iteration 3Q: 3 clusters Score -46809.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46835.347656 Penalty: 1996.162109
	Iteration 4Q: 3 clusters Score -46835.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -46855.000000 Penalty: 1996.162109
	Iteration 5Q: 3 clusters Score -46855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -46881.316406 Penalty: 1996.162109
	Iteration 6Q: 3 clusters Score -46881.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -46889.687500 Penalty: 1996.162109
	Iteration 7Q: 3 clusters Score -46889.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -46896.867188 Penalty: 1996.162109
	Iteration 8Q: 3 clusters Score -46896.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -46902.734375 Penalty: 1996.162109
	Iteration 9Q: 3 clusters Score -46902.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -46905.296875 Penalty: 1996.162109
	Iteration 10Q: 3 clusters Score -46905.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -46905.296875 Penalty: 1996.162109
	Iteration 11F: 3 clusters Score -46905.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Entering Unmasked Estep 
Score: -2057047.125000 Penalty: 1573.643921
	Iteration 0F: 2 clusters Score -2057047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2046033.000000 Penalty: 3147.287842
	Iteration 0F: 3 clusters Score -2046033 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2049865.500000 Penalty: 3147.287842
	Iteration 1F: 3 clusters Score -2049866 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2050202.250000 Penalty: 3147.287842
	Iteration 2F: 3 clusters Score -2050202 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2050564.250000 Penalty: 3147.287842
	Iteration 3F: 3 clusters Score -2050564 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2051033.000000 Penalty: 3147.287842
	Iteration 4F: 3 clusters Score -2051033 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2051585.375000 Penalty: 3147.287842
	Iteration 5F: 3 clusters Score -2051585 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2052195.875000 Penalty: 3147.287842
	Iteration 6F: 3 clusters Score -2052196 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2052824.125000 Penalty: 3147.287842
	Iteration 7F: 3 clusters Score -2052824 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2053405.500000 Penalty: 3147.287842
	Iteration 8F: 3 clusters Score -2053406 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2053929.500000 Penalty: 3147.287842
	Iteration 9Q: 3 clusters Score -2053930 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2054349.500000 Penalty: 3147.287842
	Iteration 10Q: 3 clusters Score -2054350 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2054672.750000 Penalty: 3147.287842
	Iteration 11Q: 3 clusters Score -2054673 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2054918.500000 Penalty: 3147.287842
	Iteration 12Q: 3 clusters Score -2054918 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2055133.250000 Penalty: 3147.287842
	Iteration 13Q: 3 clusters Score -2055133 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2055291.375000 Penalty: 3147.287842
	Iteration 14Q: 3 clusters Score -2055291 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2055386.000000 Penalty: 3147.287842
	Iteration 15Q: 3 clusters Score -2055386 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2055475.125000 Penalty: 3147.287842
	Iteration 16Q: 3 clusters Score -2055475 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2055544.125000 Penalty: 3147.287842
	Iteration 17Q: 3 clusters Score -2055544 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2055602.750000 Penalty: 3147.287842
	Iteration 18Q: 3 clusters Score -2055603 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2055656.375000 Penalty: 3147.287842
	Iteration 19Q: 3 clusters Score -2055656 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2055697.500000 Penalty: 3147.287842
	Iteration 20F: 3 clusters Score -2055698 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2055731.875000 Penalty: 3147.287842
	Iteration 21Q: 3 clusters Score -2055732 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2055765.125000 Penalty: 3147.287842
	Iteration 22Q: 3 clusters Score -2055765 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2055784.500000 Penalty: 3147.287842
	Iteration 23Q: 3 clusters Score -2055784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2055803.125000 Penalty: 3147.287842
	Iteration 24Q: 3 clusters Score -2055803 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2055810.875000 Penalty: 3147.287842
	Iteration 25Q: 3 clusters Score -2055811 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2055837.625000 Penalty: 3147.287842
	Iteration 26Q: 3 clusters Score -2055838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2055856.625000 Penalty: 3147.287842
	Iteration 27Q: 3 clusters Score -2055857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2055873.000000 Penalty: 3147.287842
	Iteration 28Q: 3 clusters Score -2055873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2055881.875000 Penalty: 3147.287842
	Iteration 29Q: 3 clusters Score -2055882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2055886.750000 Penalty: 3147.287842
	Iteration 30Q: 3 clusters Score -2055887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2055897.250000 Penalty: 3147.287842
	Iteration 31Q: 3 clusters Score -2055897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2055898.625000 Penalty: 3147.287842
	Iteration 32Q: 3 clusters Score -2055899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2055904.125000 Penalty: 3147.287842
	Iteration 33Q: 3 clusters Score -2055904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2055914.750000 Penalty: 3147.287842
	Iteration 34Q: 3 clusters Score -2055915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2055918.375000 Penalty: 3147.287842
	Iteration 35Q: 3 clusters Score -2055918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2055926.375000 Penalty: 3147.287842
	Iteration 36Q: 3 clusters Score -2055926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2055925.125000 Penalty: 3147.287842
	Iteration 37Q: 3 clusters Score -2055925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2055932.250000 Penalty: 3147.287842
	Iteration 38Q: 3 clusters Score -2055932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2055936.375000 Penalty: 3147.287842
	Iteration 39Q: 3 clusters Score -2055936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2055938.250000 Penalty: 3147.287842
	Iteration 40F: 3 clusters Score -2055938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2055942.000000 Penalty: 3147.287842
	Iteration 41Q: 3 clusters Score -2055942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2055941.000000 Penalty: 3147.287842
	Iteration 42Q: 3 clusters Score -2055941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2055947.125000 Penalty: 3147.287842
	Iteration 43Q: 3 clusters Score -2055947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2055952.500000 Penalty: 3147.287842
	Iteration 44Q: 3 clusters Score -2055952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2055954.000000 Penalty: 3147.287842
	Iteration 45Q: 3 clusters Score -2055954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2055951.750000 Penalty: 3147.287842
	Iteration 46Q: 3 clusters Score -2055952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2055954.750000 Penalty: 3147.287842
	Iteration 47Q: 3 clusters Score -2055955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2055959.750000 Penalty: 3147.287842
	Iteration 48Q: 3 clusters Score -2055960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2055961.125000 Penalty: 3147.287842
	Iteration 49Q: 3 clusters Score -2055961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2055962.375000 Penalty: 3147.287842
	Iteration 50Q: 3 clusters Score -2055962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2055964.625000 Penalty: 3147.287842
	Iteration 51Q: 3 clusters Score -2055965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2055968.625000 Penalty: 3147.287842
	Iteration 52Q: 3 clusters Score -2055969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2055972.250000 Penalty: 3147.287842
	Iteration 53Q: 3 clusters Score -2055972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2055966.875000 Penalty: 3147.287842
	Iteration 54Q: 3 clusters Score -2055967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2055973.000000 Penalty: 3147.287842
	Iteration 55Q: 3 clusters Score -2055973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2055973.625000 Penalty: 3147.287842
	Iteration 56Q: 3 clusters Score -2055974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2055977.500000 Penalty: 3147.287842
	Iteration 57Q: 3 clusters Score -2055978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2055976.125000 Penalty: 3147.287842
	Iteration 58Q: 3 clusters Score -2055976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2055976.125000 Penalty: 3147.287842
	Iteration 59F: 3 clusters Score -2055976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Entering Unmasked Estep 
Score: -170875.156250 Penalty: 1179.262939
	Iteration 0F: 2 clusters Score -170875.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -169212.828125 Penalty: 2358.525879
	Iteration 0F: 3 clusters Score -169212.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -169669.687500 Penalty: 2358.525879
	Iteration 1F: 3 clusters Score -169669.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -169811.203125 Penalty: 2358.525879
	Iteration 2F: 3 clusters Score -169811.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -169895.484375 Penalty: 2358.525879
	Iteration 3F: 3 clusters Score -169895.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -169951.546875 Penalty: 2358.525879
	Iteration 4Q: 3 clusters Score -169951.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -169990.062500 Penalty: 2358.525879
	Iteration 5Q: 3 clusters Score -169990.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -170001.687500 Penalty: 2358.525879
	Iteration 6Q: 3 clusters Score -170001.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -170010.343750 Penalty: 2358.525879
	Iteration 7Q: 3 clusters Score -170010.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -170015.156250 Penalty: 2358.525879
	Iteration 8Q: 3 clusters Score -170015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -170019.703125 Penalty: 2358.525879
	Iteration 9Q: 3 clusters Score -170019.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -170024.906250 Penalty: 2358.525879
	Iteration 10Q: 3 clusters Score -170024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -170025.421875 Penalty: 2358.525879
	Iteration 11Q: 3 clusters Score -170025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -170026.265625 Penalty: 2358.525879
	Iteration 12Q: 3 clusters Score -170026.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -170026.937500 Penalty: 2358.525879
	Iteration 13Q: 3 clusters Score -170026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -170027.390625 Penalty: 2358.525879
	Iteration 14Q: 3 clusters Score -170027.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -170027.390625 Penalty: 2358.525879
	Iteration 15F: 3 clusters Score -170027.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Entering Unmasked Estep 
Score: -3572952.000000 Penalty: 1665.046387
	Iteration 0F: 2 clusters Score -3572952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3553970.250000 Penalty: 3330.092773
	Iteration 0F: 3 clusters Score -3553970 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3561000.000000 Penalty: 3330.092773
	Iteration 1F: 3 clusters Score -3561000 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3561375.000000 Penalty: 3330.092773
	Iteration 2Q: 3 clusters Score -3561375 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3561741.250000 Penalty: 3330.092773
	Iteration 3Q: 3 clusters Score -3561741 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3562077.250000 Penalty: 3330.092773
	Iteration 4Q: 3 clusters Score -3562077 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3562541.250000 Penalty: 3330.092773
	Iteration 5Q: 3 clusters Score -3562541 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3563269.750000 Penalty: 3330.092773
	Iteration 6Q: 3 clusters Score -3563270 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -3564237.250000 Penalty: 3330.092773
	Iteration 7F: 3 clusters Score -3564237 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -3565496.250000 Penalty: 3330.092773
	Iteration 8F: 3 clusters Score -3565496 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3566960.750000 Penalty: 3330.092773
	Iteration 9F: 3 clusters Score -3566961 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3568378.500000 Penalty: 3330.092773
	Iteration 10F: 3 clusters Score -3568378 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3569518.000000 Penalty: 3330.092773
	Iteration 11Q: 3 clusters Score -3569518 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3570300.000000 Penalty: 3330.092773
	Iteration 12Q: 3 clusters Score -3570300 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3570771.500000 Penalty: 3330.092773
	Iteration 13Q: 3 clusters Score -3570772 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3571076.000000 Penalty: 3330.092773
	Iteration 14Q: 3 clusters Score -3571076 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3571240.750000 Penalty: 3330.092773
	Iteration 15Q: 3 clusters Score -3571241 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3571366.250000 Penalty: 3330.092773
	Iteration 16Q: 3 clusters Score -3571366 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3571441.500000 Penalty: 3330.092773
	Iteration 17Q: 3 clusters Score -3571442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3571481.000000 Penalty: 3330.092773
	Iteration 18Q: 3 clusters Score -3571481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3571511.000000 Penalty: 3330.092773
	Iteration 19Q: 3 clusters Score -3571511 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3571534.000000 Penalty: 3330.092773
	Iteration 20F: 3 clusters Score -3571534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3571559.250000 Penalty: 3330.092773
	Iteration 21Q: 3 clusters Score -3571559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3571583.250000 Penalty: 3330.092773
	Iteration 22Q: 3 clusters Score -3571583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3571599.500000 Penalty: 3330.092773
	Iteration 23Q: 3 clusters Score -3571600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3571611.000000 Penalty: 3330.092773
	Iteration 24Q: 3 clusters Score -3571611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3571617.750000 Penalty: 3330.092773
	Iteration 25Q: 3 clusters Score -3571618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3571617.000000 Penalty: 3330.092773
	Iteration 26Q: 3 clusters Score -3571617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3571617.250000 Penalty: 3330.092773
	Iteration 27Q: 3 clusters Score -3571617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3571619.750000 Penalty: 3330.092773
	Iteration 28Q: 3 clusters Score -3571620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3571619.750000 Penalty: 3330.092773
	Iteration 29F: 3 clusters Score -3571620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (96073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96073 members 
Entering Unmasked Estep 
Score: -12271042.000000 Penalty: 1864.340210
	Iteration 0F: 2 clusters Score -1.227104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -12207833.000000 Penalty: 3728.680420
	Iteration 0F: 3 clusters Score -1.220783e+07 nChanged 46095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -12235469.000000 Penalty: 3728.680420
	Iteration 1F: 3 clusters Score -1.223547e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -12236924.000000 Penalty: 3728.680420
	Iteration 2Q: 3 clusters Score -1.223692e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -12238937.000000 Penalty: 3728.680420
	Iteration 3Q: 3 clusters Score -1.223894e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -12241938.000000 Penalty: 3728.680420
	Iteration 4F: 3 clusters Score -1.224194e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -12246189.000000 Penalty: 3728.680420
	Iteration 5F: 3 clusters Score -1.224619e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
Score: -12251535.000000 Penalty: 3728.680420
	Iteration 6F: 3 clusters Score -1.225154e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -12256967.000000 Penalty: 3728.680420
	Iteration 7F: 3 clusters Score -1.225697e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 87108 members 
Entering Unmasked Estep 
Score: -12261867.000000 Penalty: 3728.680420
	Iteration 8F: 3 clusters Score -1.226187e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 91405 members 
Entering Unmasked Estep 
Score: -12265601.000000 Penalty: 3728.680420
	Iteration 9Q: 3 clusters Score -1.22656e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 93968 members 
Entering Unmasked Estep 
Score: -12267639.000000 Penalty: 3728.680420
	Iteration 10Q: 3 clusters Score -1.226764e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -12268653.000000 Penalty: 3728.680420
	Iteration 11Q: 3 clusters Score -1.226865e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -12269048.000000 Penalty: 3728.680420
	Iteration 12Q: 3 clusters Score -1.226905e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 95774 members 
Entering Unmasked Estep 
Score: -12269223.000000 Penalty: 3728.680420
	Iteration 13Q: 3 clusters Score -1.226922e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 95834 members 
Entering Unmasked Estep 
Score: -12269307.000000 Penalty: 3728.680420
	Iteration 14Q: 3 clusters Score -1.226931e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 95849 members 
Entering Unmasked Estep 
Score: -12269345.000000 Penalty: 3728.680420
	Iteration 15Q: 3 clusters Score -1.226934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 95856 members 
Entering Unmasked Estep 
Score: -12269355.000000 Penalty: 3728.680420
	Iteration 16Q: 3 clusters Score -1.226936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 95866 members 
Entering Unmasked Estep 
Score: -12269384.000000 Penalty: 3728.680420
	Iteration 17Q: 3 clusters Score -1.226938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 95871 members 
Entering Unmasked Estep 
Score: -12269394.000000 Penalty: 3728.680420
	Iteration 18Q: 3 clusters Score -1.226939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 95874 members 
Entering Unmasked Estep 
Score: -12269398.000000 Penalty: 3728.680420
	Iteration 19Q: 3 clusters Score -1.22694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 95877 members 
Entering Unmasked Estep 
Score: -12269395.000000 Penalty: 3728.680420
	Iteration 20F: 3 clusters Score -1.22694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 95880 members 
Entering Unmasked Estep 
Score: -12269393.000000 Penalty: 3728.680420
	Iteration 21Q: 3 clusters Score -1.226939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 95880 members 
Entering Unmasked Estep 
Score: -12269405.000000 Penalty: 3728.680420
	Iteration 22Q: 3 clusters Score -1.22694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 95883 members 
Entering Unmasked Estep 
Score: -12269413.000000 Penalty: 3728.680420
	Iteration 23Q: 3 clusters Score -1.226941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 95887 members 
Entering Unmasked Estep 
Score: -12269413.000000 Penalty: 3728.680420
	Iteration 24Q: 3 clusters Score -1.226941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 95888 members 
Entering Unmasked Estep 
Score: -12269411.000000 Penalty: 3728.680420
	Iteration 25Q: 3 clusters Score -1.226941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 95887 members 
Entering Unmasked Estep 
Score: -12269415.000000 Penalty: 3728.680420
	Iteration 26Q: 3 clusters Score -1.226942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 95888 members 
Entering Unmasked Estep 
Score: -12269410.000000 Penalty: 3728.680420
	Iteration 27Q: 3 clusters Score -1.226941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 95889 members 
Entering Unmasked Estep 
Score: -12269421.000000 Penalty: 3728.680420
	Iteration 28Q: 3 clusters Score -1.226942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 95890 members 
Entering Unmasked Estep 
Score: -12269418.000000 Penalty: 3728.680420
	Iteration 29Q: 3 clusters Score -1.226942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 95890 members 
Entering Unmasked Estep 
Score: -12269418.000000 Penalty: 3728.680420
	Iteration 30F: 3 clusters Score -1.226942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -29349.654297 Penalty: 972.389648
	Iteration 0F: 2 clusters Score -29349.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28641.609375 Penalty: 1944.779297
	Iteration 0F: 3 clusters Score -28641.61 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29177.314453 Penalty: 1944.779297
	Iteration 1F: 3 clusters Score -29177.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29456.244141 Penalty: 1944.779297
	Iteration 2F: 3 clusters Score -29456.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29797.943359 Penalty: 1944.779297
	Iteration 3F: 3 clusters Score -29797.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30065.076172 Penalty: 1944.779297
	Iteration 4F: 3 clusters Score -30065.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30144.449219 Penalty: 1944.779297
	Iteration 5Q: 3 clusters Score -30144.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30162.800781 Penalty: 1944.779297
	Iteration 6Q: 3 clusters Score -30162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30167.345703 Penalty: 1944.779297
	Iteration 7Q: 3 clusters Score -30167.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30170.857422 Penalty: 1944.779297
	Iteration 8Q: 3 clusters Score -30170.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30170.857422 Penalty: 1944.779297
	Iteration 9F: 3 clusters Score -30170.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 4749 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 16058 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 28182 members 
Mstep: Class 7 contains 96073 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 12639 members 
Mstep: Class 10 contains 53700 members 
Mstep: Class 11 contains 139494 members 
Mstep: Class 12 contains 37371 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 6178 members 
Mstep: Class 15 contains 10055 members 
Mstep: Class 16 contains 27628 members 
Mstep: Class 17 contains 4346 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 14831 members 
Mstep: Class 20 contains 130506 members 
Mstep: Class 21 contains 6052 members 
Mstep: Class 22 contains 56185 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3810 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 30402 members 
Mstep: Class 28 contains 6510 members 
Mstep: Class 29 contains 121428 members 
Mstep: Class 30 contains 6383 members 
Mstep: Class 31 contains 18724 members 
Mstep: Class 32 contains 9626 members 
Mstep: Class 33 contains 2897 members 
Mstep: Class 34 contains 150 members 
Entering Unmasked Estep 
Score: -108935784.000000 Penalty: 75654.937500
Splitting cluster 8 changes total score from -108936280.000000 to -108935784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1469420.625000 Penalty: 1534.738159
	Iteration 0F: 2 clusters Score -1469421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1460503.750000 Penalty: 3069.476318
	Iteration 0F: 3 clusters Score -1460504 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1463825.625000 Penalty: 3069.476318
	Iteration 1F: 3 clusters Score -1463826 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1464530.375000 Penalty: 3069.476318
	Iteration 2F: 3 clusters Score -1464530 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1465119.125000 Penalty: 3069.476318
	Iteration 3F: 3 clusters Score -1465119 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1465595.625000 Penalty: 3069.476318
	Iteration 4F: 3 clusters Score -1465596 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1465997.375000 Penalty: 3069.476318
	Iteration 5F: 3 clusters Score -1465997 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1466365.000000 Penalty: 3069.476318
	Iteration 6Q: 3 clusters Score -1466365 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1466681.000000 Penalty: 3069.476318
	Iteration 7Q: 3 clusters Score -1466681 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1466957.000000 Penalty: 3069.476318
	Iteration 8Q: 3 clusters Score -1466957 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1467183.250000 Penalty: 3069.476318
	Iteration 9Q: 3 clusters Score -1467183 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1467367.500000 Penalty: 3069.476318
	Iteration 10Q: 3 clusters Score -1467368 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1467531.375000 Penalty: 3069.476318
	Iteration 11Q: 3 clusters Score -1467531 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1467659.625000 Penalty: 3069.476318
	Iteration 12Q: 3 clusters Score -1467660 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1467750.250000 Penalty: 3069.476318
	Iteration 13Q: 3 clusters Score -1467750 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1467827.250000 Penalty: 3069.476318
	Iteration 14Q: 3 clusters Score -1467827 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1467922.125000 Penalty: 3069.476318
	Iteration 15Q: 3 clusters Score -1467922 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1468008.125000 Penalty: 3069.476318
	Iteration 16Q: 3 clusters Score -1468008 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1468093.875000 Penalty: 3069.476318
	Iteration 17Q: 3 clusters Score -1468094 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1468176.375000 Penalty: 3069.476318
	Iteration 18Q: 3 clusters Score -1468176 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1468251.750000 Penalty: 3069.476318
	Iteration 19Q: 3 clusters Score -1468252 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1468320.500000 Penalty: 3069.476318
	Iteration 20F: 3 clusters Score -1468320 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1468367.250000 Penalty: 3069.476318
	Iteration 21Q: 3 clusters Score -1468367 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1468401.000000 Penalty: 3069.476318
	Iteration 22Q: 3 clusters Score -1468401 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1468427.625000 Penalty: 3069.476318
	Iteration 23Q: 3 clusters Score -1468428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1468440.375000 Penalty: 3069.476318
	Iteration 24Q: 3 clusters Score -1468440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1468458.000000 Penalty: 3069.476318
	Iteration 25Q: 3 clusters Score -1468458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1468477.250000 Penalty: 3069.476318
	Iteration 26Q: 3 clusters Score -1468477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1468487.625000 Penalty: 3069.476318
	Iteration 27Q: 3 clusters Score -1468488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1468491.375000 Penalty: 3069.476318
	Iteration 28Q: 3 clusters Score -1468491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1468496.750000 Penalty: 3069.476318
	Iteration 29Q: 3 clusters Score -1468497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1468507.250000 Penalty: 3069.476318
	Iteration 30Q: 3 clusters Score -1468507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1468511.750000 Penalty: 3069.476318
	Iteration 31Q: 3 clusters Score -1468512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1468522.750000 Penalty: 3069.476318
	Iteration 32Q: 3 clusters Score -1468523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1468528.375000 Penalty: 3069.476318
	Iteration 33Q: 3 clusters Score -1468528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1468537.375000 Penalty: 3069.476318
	Iteration 34Q: 3 clusters Score -1468537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1468544.500000 Penalty: 3069.476318
	Iteration 35Q: 3 clusters Score -1468544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1468553.000000 Penalty: 3069.476318
	Iteration 36Q: 3 clusters Score -1468553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1468565.000000 Penalty: 3069.476318
	Iteration 37Q: 3 clusters Score -1468565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1468574.000000 Penalty: 3069.476318
	Iteration 38Q: 3 clusters Score -1468574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1468581.375000 Penalty: 3069.476318
	Iteration 39Q: 3 clusters Score -1468581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1468589.500000 Penalty: 3069.476318
	Iteration 40F: 3 clusters Score -1468590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1468597.250000 Penalty: 3069.476318
	Iteration 41Q: 3 clusters Score -1468597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1468605.625000 Penalty: 3069.476318
	Iteration 42Q: 3 clusters Score -1468606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1468612.375000 Penalty: 3069.476318
	Iteration 43Q: 3 clusters Score -1468612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1468620.000000 Penalty: 3069.476318
	Iteration 44Q: 3 clusters Score -1468620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1468625.250000 Penalty: 3069.476318
	Iteration 45Q: 3 clusters Score -1468625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1468628.625000 Penalty: 3069.476318
	Iteration 46Q: 3 clusters Score -1468629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1468633.750000 Penalty: 3069.476318
	Iteration 47Q: 3 clusters Score -1468634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1468644.125000 Penalty: 3069.476318
	Iteration 48Q: 3 clusters Score -1468644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1468650.250000 Penalty: 3069.476318
	Iteration 49Q: 3 clusters Score -1468650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1468657.000000 Penalty: 3069.476318
	Iteration 50Q: 3 clusters Score -1468657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1468662.500000 Penalty: 3069.476318
	Iteration 51Q: 3 clusters Score -1468662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1468669.000000 Penalty: 3069.476318
	Iteration 52Q: 3 clusters Score -1468669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1468675.000000 Penalty: 3069.476318
	Iteration 53Q: 3 clusters Score -1468675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1468678.875000 Penalty: 3069.476318
	Iteration 54Q: 3 clusters Score -1468679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1468679.125000 Penalty: 3069.476318
	Iteration 55Q: 3 clusters Score -1468679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1468683.250000 Penalty: 3069.476318
	Iteration 56Q: 3 clusters Score -1468683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1468685.500000 Penalty: 3069.476318
	Iteration 57Q: 3 clusters Score -1468686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1468687.625000 Penalty: 3069.476318
	Iteration 58Q: 3 clusters Score -1468688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1468691.875000 Penalty: 3069.476318
	Iteration 59Q: 3 clusters Score -1468692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1468690.125000 Penalty: 3069.476318
	Iteration 60F: 3 clusters Score -1468690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1468690.000000 Penalty: 3069.476318
	Iteration 61Q: 3 clusters Score -1468690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1468693.125000 Penalty: 3069.476318
	Iteration 62Q: 3 clusters Score -1468693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1468693.750000 Penalty: 3069.476318
	Iteration 63Q: 3 clusters Score -1468694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1468696.000000 Penalty: 3069.476318
	Iteration 64Q: 3 clusters Score -1468696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1468694.250000 Penalty: 3069.476318
	Iteration 65Q: 3 clusters Score -1468694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1468697.250000 Penalty: 3069.476318
	Iteration 66Q: 3 clusters Score -1468697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1468704.375000 Penalty: 3069.476318
	Iteration 67Q: 3 clusters Score -1468704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1468710.125000 Penalty: 3069.476318
	Iteration 68Q: 3 clusters Score -1468710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1468717.625000 Penalty: 3069.476318
	Iteration 69Q: 3 clusters Score -1468718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1468724.250000 Penalty: 3069.476318
	Iteration 70Q: 3 clusters Score -1468724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1468727.250000 Penalty: 3069.476318
	Iteration 71Q: 3 clusters Score -1468727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1468733.750000 Penalty: 3069.476318
	Iteration 72Q: 3 clusters Score -1468734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1468752.250000 Penalty: 3069.476318
	Iteration 73Q: 3 clusters Score -1468752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1468785.875000 Penalty: 3069.476318
	Iteration 74Q: 3 clusters Score -1468786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1468839.375000 Penalty: 3069.476318
	Iteration 75Q: 3 clusters Score -1468839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1468867.625000 Penalty: 3069.476318
	Iteration 76Q: 3 clusters Score -1468868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1468876.875000 Penalty: 3069.476318
	Iteration 77Q: 3 clusters Score -1468877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1468886.125000 Penalty: 3069.476318
	Iteration 78Q: 3 clusters Score -1468886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1468892.000000 Penalty: 3069.476318
	Iteration 79Q: 3 clusters Score -1468892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1468893.750000 Penalty: 3069.476318
	Iteration 80F: 3 clusters Score -1468894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1468892.125000 Penalty: 3069.476318
	Iteration 81Q: 3 clusters Score -1468892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1468892.125000 Penalty: 3069.476318
	Iteration 82F: 3 clusters Score -1468892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Entering Unmasked Estep 
Score: -6370166.500000 Penalty: 1769.814941
	Iteration 0F: 2 clusters Score -6370166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -6334325.000000 Penalty: 3539.629883
	Iteration 0F: 3 clusters Score -6334325 nChanged 25247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -6348883.000000 Penalty: 3539.629883
	Iteration 1F: 3 clusters Score -6348883 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -6349817.500000 Penalty: 3539.629883
	Iteration 2Q: 3 clusters Score -6349818 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -6351020.500000 Penalty: 3539.629883
	Iteration 3F: 3 clusters Score -6351020 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -6352727.500000 Penalty: 3539.629883
	Iteration 4F: 3 clusters Score -6352728 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -6355272.000000 Penalty: 3539.629883
	Iteration 5F: 3 clusters Score -6355272 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -6358500.000000 Penalty: 3539.629883
	Iteration 6F: 3 clusters Score -6358500 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -6361766.000000 Penalty: 3539.629883
	Iteration 7F: 3 clusters Score -6361766 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -6364363.000000 Penalty: 3539.629883
	Iteration 8F: 3 clusters Score -6364363 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -6366184.500000 Penalty: 3539.629883
	Iteration 9Q: 3 clusters Score -6366184 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -6367320.500000 Penalty: 3539.629883
	Iteration 10Q: 3 clusters Score -6367320 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -6368099.000000 Penalty: 3539.629883
	Iteration 11Q: 3 clusters Score -6368099 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -6368622.000000 Penalty: 3539.629883
	Iteration 12Q: 3 clusters Score -6368622 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -6368984.000000 Penalty: 3539.629883
	Iteration 13Q: 3 clusters Score -6368984 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -6369181.000000 Penalty: 3539.629883
	Iteration 14Q: 3 clusters Score -6369181 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -6369286.500000 Penalty: 3539.629883
	Iteration 15Q: 3 clusters Score -6369286 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -6369314.500000 Penalty: 3539.629883
	Iteration 16Q: 3 clusters Score -6369314 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -6369374.000000 Penalty: 3539.629883
	Iteration 17Q: 3 clusters Score -6369374 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -6369390.500000 Penalty: 3539.629883
	Iteration 18Q: 3 clusters Score -6369390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -6369408.000000 Penalty: 3539.629883
	Iteration 19Q: 3 clusters Score -6369408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -6369431.500000 Penalty: 3539.629883
	Iteration 20F: 3 clusters Score -6369432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -6369445.500000 Penalty: 3539.629883
	Iteration 21Q: 3 clusters Score -6369446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -6369455.500000 Penalty: 3539.629883
	Iteration 22Q: 3 clusters Score -6369456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -6369468.500000 Penalty: 3539.629883
	Iteration 23Q: 3 clusters Score -6369468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -6369478.000000 Penalty: 3539.629883
	Iteration 24Q: 3 clusters Score -6369478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -6369480.500000 Penalty: 3539.629883
	Iteration 25Q: 3 clusters Score -6369480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -6369469.500000 Penalty: 3539.629883
	Iteration 26Q: 3 clusters Score -6369470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -6369477.000000 Penalty: 3539.629883
	Iteration 27Q: 3 clusters Score -6369477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -6369476.500000 Penalty: 3539.629883
	Iteration 28Q: 3 clusters Score -6369476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -6369471.500000 Penalty: 3539.629883
	Iteration 29Q: 3 clusters Score -6369472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -6369467.500000 Penalty: 3539.629883
	Iteration 30Q: 3 clusters Score -6369468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -6369480.500000 Penalty: 3539.629883
	Iteration 31Q: 3 clusters Score -6369480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -6369475.000000 Penalty: 3539.629883
	Iteration 32Q: 3 clusters Score -6369475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -6369473.500000 Penalty: 3539.629883
	Iteration 33Q: 3 clusters Score -6369474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -6369476.000000 Penalty: 3539.629883
	Iteration 34Q: 3 clusters Score -6369476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -6369474.500000 Penalty: 3539.629883
	Iteration 35Q: 3 clusters Score -6369474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -6369474.500000 Penalty: 3539.629883
	Iteration 36F: 3 clusters Score -6369474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (139494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139494 members 
Entering Unmasked Estep 
Score: -17705922.000000 Penalty: 1924.938721
	Iteration 0F: 2 clusters Score -1.770592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -17623982.000000 Penalty: 3849.877441
	Iteration 0F: 3 clusters Score -1.762398e+07 nChanged 67250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71498 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -17663404.000000 Penalty: 3849.877441
	Iteration 1F: 3 clusters Score -1.76634e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73172 members 
Mstep: Class 2 contains 66322 members 
Entering Unmasked Estep 
Score: -17664750.000000 Penalty: 3849.877441
	Iteration 2Q: 3 clusters Score -1.766475e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -17666502.000000 Penalty: 3849.877441
	Iteration 3Q: 3 clusters Score -1.76665e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 60108 members 
Entering Unmasked Estep 
Score: -17668898.000000 Penalty: 3849.877441
	Iteration 4Q: 3 clusters Score -1.76689e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84271 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -17672814.000000 Penalty: 3849.877441
	Iteration 5F: 3 clusters Score -1.767281e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90314 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -17678110.000000 Penalty: 3849.877441
	Iteration 6F: 3 clusters Score -1.767811e+07 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96764 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -17684420.000000 Penalty: 3849.877441
	Iteration 7F: 3 clusters Score -1.768442e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102680 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -17690206.000000 Penalty: 3849.877441
	Iteration 8F: 3 clusters Score -1.769021e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107279 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -17694532.000000 Penalty: 3849.877441
	Iteration 9Q: 3 clusters Score -1.769453e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110881 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -17697554.000000 Penalty: 3849.877441
	Iteration 10Q: 3 clusters Score -1.769755e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114302 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -17699498.000000 Penalty: 3849.877441
	Iteration 11Q: 3 clusters Score -1.76995e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117740 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -17700582.000000 Penalty: 3849.877441
	Iteration 12Q: 3 clusters Score -1.770058e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121186 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -17701404.000000 Penalty: 3849.877441
	Iteration 13Q: 3 clusters Score -1.77014e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124609 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -17701954.000000 Penalty: 3849.877441
	Iteration 14Q: 3 clusters Score -1.770195e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127675 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -17702358.000000 Penalty: 3849.877441
	Iteration 15Q: 3 clusters Score -1.770236e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130230 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -17703000.000000 Penalty: 3849.877441
	Iteration 16Q: 3 clusters Score -1.7703e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132340 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -17703514.000000 Penalty: 3849.877441
	Iteration 17Q: 3 clusters Score -1.770351e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133900 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -17703752.000000 Penalty: 3849.877441
	Iteration 18Q: 3 clusters Score -1.770375e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135160 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -17703796.000000 Penalty: 3849.877441
	Iteration 19Q: 3 clusters Score -1.77038e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136143 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -17704078.000000 Penalty: 3849.877441
	Iteration 20F: 3 clusters Score -1.770408e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136906 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -17704148.000000 Penalty: 3849.877441
	Iteration 21Q: 3 clusters Score -1.770415e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137451 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -17704312.000000 Penalty: 3849.877441
	Iteration 22Q: 3 clusters Score -1.770431e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137855 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -17704474.000000 Penalty: 3849.877441
	Iteration 23Q: 3 clusters Score -1.770447e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138130 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -17704480.000000 Penalty: 3849.877441
	Iteration 24Q: 3 clusters Score -1.770448e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138327 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -17704524.000000 Penalty: 3849.877441
	Iteration 25Q: 3 clusters Score -1.770452e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138466 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -17704580.000000 Penalty: 3849.877441
	Iteration 26Q: 3 clusters Score -1.770458e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138546 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -17704618.000000 Penalty: 3849.877441
	Iteration 27Q: 3 clusters Score -1.770462e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138595 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -17704600.000000 Penalty: 3849.877441
	Iteration 28Q: 3 clusters Score -1.77046e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138640 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -17704610.000000 Penalty: 3849.877441
	Iteration 29Q: 3 clusters Score -1.770461e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138682 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -17704616.000000 Penalty: 3849.877441
	Iteration 30Q: 3 clusters Score -1.770462e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138713 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -17704654.000000 Penalty: 3849.877441
	Iteration 31Q: 3 clusters Score -1.770465e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138731 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -17704638.000000 Penalty: 3849.877441
	Iteration 32Q: 3 clusters Score -1.770464e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138756 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -17704634.000000 Penalty: 3849.877441
	Iteration 33Q: 3 clusters Score -1.770463e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138767 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -17704642.000000 Penalty: 3849.877441
	Iteration 34Q: 3 clusters Score -1.770464e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138788 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -17704658.000000 Penalty: 3849.877441
	Iteration 35Q: 3 clusters Score -1.770466e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138805 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -17704646.000000 Penalty: 3849.877441
	Iteration 36Q: 3 clusters Score -1.770465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138814 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -17704668.000000 Penalty: 3849.877441
	Iteration 37Q: 3 clusters Score -1.770467e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138829 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -17704692.000000 Penalty: 3849.877441
	Iteration 38Q: 3 clusters Score -1.770469e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138842 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -17704688.000000 Penalty: 3849.877441
	Iteration 39Q: 3 clusters Score -1.770469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138843 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -17704694.000000 Penalty: 3849.877441
	Iteration 40F: 3 clusters Score -1.770469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138850 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -17704694.000000 Penalty: 3849.877441
	Iteration 41Q: 3 clusters Score -1.770469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138853 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -17704684.000000 Penalty: 3849.877441
	Iteration 42Q: 3 clusters Score -1.770468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138852 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -17704700.000000 Penalty: 3849.877441
	Iteration 43Q: 3 clusters Score -1.77047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138855 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -17704692.000000 Penalty: 3849.877441
	Iteration 44Q: 3 clusters Score -1.770469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138859 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -17704700.000000 Penalty: 3849.877441
	Iteration 45Q: 3 clusters Score -1.77047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138860 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -17704700.000000 Penalty: 3849.877441
	Iteration 46Q: 3 clusters Score -1.77047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138863 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -17704694.000000 Penalty: 3849.877441
	Iteration 47Q: 3 clusters Score -1.770469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -17704694.000000 Penalty: 3849.877441
	Iteration 48Q: 3 clusters Score -1.770469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138866 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -17704688.000000 Penalty: 3849.877441
	Iteration 49Q: 3 clusters Score -1.770469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138866 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -17704698.000000 Penalty: 3849.877441
	Iteration 50Q: 3 clusters Score -1.77047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138869 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -17704692.000000 Penalty: 3849.877441
	Iteration 51Q: 3 clusters Score -1.770469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138869 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -17704688.000000 Penalty: 3849.877441
	Iteration 52Q: 3 clusters Score -1.770469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138868 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -17704696.000000 Penalty: 3849.877441
	Iteration 53Q: 3 clusters Score -1.77047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138871 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -17704694.000000 Penalty: 3849.877441
	Iteration 54Q: 3 clusters Score -1.770469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138875 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -17704696.000000 Penalty: 3849.877441
	Iteration 55Q: 3 clusters Score -1.77047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138877 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -17704692.000000 Penalty: 3849.877441
	Iteration 56Q: 3 clusters Score -1.770469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138880 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -17704690.000000 Penalty: 3849.877441
	Iteration 57Q: 3 clusters Score -1.770469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138881 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -17704710.000000 Penalty: 3849.877441
	Iteration 58Q: 3 clusters Score -1.770471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138882 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -17704706.000000 Penalty: 3849.877441
	Iteration 59Q: 3 clusters Score -1.770471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138885 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -17704706.000000 Penalty: 3849.877441
	Iteration 60F: 3 clusters Score -1.770471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138889 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -17704706.000000 Penalty: 3849.877441
	Iteration 61Q: 3 clusters Score -1.770471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138892 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -17704714.000000 Penalty: 3849.877441
	Iteration 62Q: 3 clusters Score -1.770471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138894 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -17704718.000000 Penalty: 3849.877441
	Iteration 63Q: 3 clusters Score -1.770472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138898 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -17704734.000000 Penalty: 3849.877441
	Iteration 64Q: 3 clusters Score -1.770473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138898 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -17704740.000000 Penalty: 3849.877441
	Iteration 65Q: 3 clusters Score -1.770474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138897 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -17704732.000000 Penalty: 3849.877441
	Iteration 66Q: 3 clusters Score -1.770473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138896 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -17704742.000000 Penalty: 3849.877441
	Iteration 67Q: 3 clusters Score -1.770474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138895 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -17704742.000000 Penalty: 3849.877441
	Iteration 68Q: 3 clusters Score -1.770474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138895 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -17704742.000000 Penalty: 3849.877441
	Iteration 69F: 3 clusters Score -1.770474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Entering Unmasked Estep 
Score: -4480616.000000 Penalty: 1710.905640
	Iteration 0F: 2 clusters Score -4480616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -4455676.500000 Penalty: 3421.811279
	Iteration 0F: 3 clusters Score -4455676 nChanged 17278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -4465520.000000 Penalty: 3421.811279
	Iteration 1F: 3 clusters Score -4465520 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -4466190.000000 Penalty: 3421.811279
	Iteration 2Q: 3 clusters Score -4466190 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -4466925.000000 Penalty: 3421.811279
	Iteration 3Q: 3 clusters Score -4466925 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -4467757.500000 Penalty: 3421.811279
	Iteration 4Q: 3 clusters Score -4467758 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -4468639.500000 Penalty: 3421.811279
	Iteration 5F: 3 clusters Score -4468640 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -4469582.000000 Penalty: 3421.811279
	Iteration 6F: 3 clusters Score -4469582 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -4470497.000000 Penalty: 3421.811279
	Iteration 7Q: 3 clusters Score -4470497 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4471395.000000 Penalty: 3421.811279
	Iteration 8Q: 3 clusters Score -4471395 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -4472339.000000 Penalty: 3421.811279
	Iteration 9Q: 3 clusters Score -4472339 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -4473287.000000 Penalty: 3421.811279
	Iteration 10Q: 3 clusters Score -4473287 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -4474033.000000 Penalty: 3421.811279
	Iteration 11Q: 3 clusters Score -4474033 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -4474502.000000 Penalty: 3421.811279
	Iteration 12Q: 3 clusters Score -4474502 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4474717.000000 Penalty: 3421.811279
	Iteration 13Q: 3 clusters Score -4474717 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -4474834.500000 Penalty: 3421.811279
	Iteration 14Q: 3 clusters Score -4474834 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -4474939.000000 Penalty: 3421.811279
	Iteration 15Q: 3 clusters Score -4474939 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -4474992.500000 Penalty: 3421.811279
	Iteration 16Q: 3 clusters Score -4474992 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -4475068.000000 Penalty: 3421.811279
	Iteration 17Q: 3 clusters Score -4475068 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -4475127.500000 Penalty: 3421.811279
	Iteration 18Q: 3 clusters Score -4475128 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -4475160.000000 Penalty: 3421.811279
	Iteration 19Q: 3 clusters Score -4475160 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -4475202.500000 Penalty: 3421.811279
	Iteration 20F: 3 clusters Score -4475202 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -4475218.000000 Penalty: 3421.811279
	Iteration 21Q: 3 clusters Score -4475218 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -4475245.000000 Penalty: 3421.811279
	Iteration 22Q: 3 clusters Score -4475245 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -4475254.500000 Penalty: 3421.811279
	Iteration 23Q: 3 clusters Score -4475254 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4475289.000000 Penalty: 3421.811279
	Iteration 24Q: 3 clusters Score -4475289 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -4475317.000000 Penalty: 3421.811279
	Iteration 25Q: 3 clusters Score -4475317 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -4475344.500000 Penalty: 3421.811279
	Iteration 26Q: 3 clusters Score -4475344 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -4475354.000000 Penalty: 3421.811279
	Iteration 27Q: 3 clusters Score -4475354 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -4475373.000000 Penalty: 3421.811279
	Iteration 28Q: 3 clusters Score -4475373 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -4475414.000000 Penalty: 3421.811279
	Iteration 29Q: 3 clusters Score -4475414 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -4475439.000000 Penalty: 3421.811279
	Iteration 30Q: 3 clusters Score -4475439 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -4475449.500000 Penalty: 3421.811279
	Iteration 31Q: 3 clusters Score -4475450 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -4475468.000000 Penalty: 3421.811279
	Iteration 32Q: 3 clusters Score -4475468 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -4475475.500000 Penalty: 3421.811279
	Iteration 33Q: 3 clusters Score -4475476 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -4475493.500000 Penalty: 3421.811279
	Iteration 34Q: 3 clusters Score -4475494 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -4475515.500000 Penalty: 3421.811279
	Iteration 35Q: 3 clusters Score -4475516 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -4475532.000000 Penalty: 3421.811279
	Iteration 36Q: 3 clusters Score -4475532 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -4475551.500000 Penalty: 3421.811279
	Iteration 37Q: 3 clusters Score -4475552 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -4475593.500000 Penalty: 3421.811279
	Iteration 38Q: 3 clusters Score -4475594 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -4475613.000000 Penalty: 3421.811279
	Iteration 39Q: 3 clusters Score -4475613 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -4475635.000000 Penalty: 3421.811279
	Iteration 40F: 3 clusters Score -4475635 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -4475658.500000 Penalty: 3421.811279
	Iteration 41Q: 3 clusters Score -4475658 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -4475684.500000 Penalty: 3421.811279
	Iteration 42Q: 3 clusters Score -4475684 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -4475702.000000 Penalty: 3421.811279
	Iteration 43Q: 3 clusters Score -4475702 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -4475732.000000 Penalty: 3421.811279
	Iteration 44Q: 3 clusters Score -4475732 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -4475766.000000 Penalty: 3421.811279
	Iteration 45Q: 3 clusters Score -4475766 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -4475806.500000 Penalty: 3421.811279
	Iteration 46Q: 3 clusters Score -4475806 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -4475831.000000 Penalty: 3421.811279
	Iteration 47Q: 3 clusters Score -4475831 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -4475847.500000 Penalty: 3421.811279
	Iteration 48Q: 3 clusters Score -4475848 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -4475871.000000 Penalty: 3421.811279
	Iteration 49Q: 3 clusters Score -4475871 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -4475904.500000 Penalty: 3421.811279
	Iteration 50Q: 3 clusters Score -4475904 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -4475960.000000 Penalty: 3421.811279
	Iteration 51Q: 3 clusters Score -4475960 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -4476014.500000 Penalty: 3421.811279
	Iteration 52Q: 3 clusters Score -4476014 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -4476047.500000 Penalty: 3421.811279
	Iteration 53Q: 3 clusters Score -4476048 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -4476089.000000 Penalty: 3421.811279
	Iteration 54Q: 3 clusters Score -4476089 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -4476145.500000 Penalty: 3421.811279
	Iteration 55Q: 3 clusters Score -4476146 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -4476193.500000 Penalty: 3421.811279
	Iteration 56Q: 3 clusters Score -4476194 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -4476258.500000 Penalty: 3421.811279
	Iteration 57Q: 3 clusters Score -4476258 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -4476317.500000 Penalty: 3421.811279
	Iteration 58Q: 3 clusters Score -4476318 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -4476398.500000 Penalty: 3421.811279
	Iteration 59Q: 3 clusters Score -4476398 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -4476495.000000 Penalty: 3421.811279
	Iteration 60F: 3 clusters Score -4476495 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -4476574.000000 Penalty: 3421.811279
	Iteration 61Q: 3 clusters Score -4476574 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -4476702.000000 Penalty: 3421.811279
	Iteration 62Q: 3 clusters Score -4476702 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -4476809.000000 Penalty: 3421.811279
	Iteration 63Q: 3 clusters Score -4476809 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -4476959.500000 Penalty: 3421.811279
	Iteration 64Q: 3 clusters Score -4476960 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -4477106.000000 Penalty: 3421.811279
	Iteration 65Q: 3 clusters Score -4477106 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -4477289.500000 Penalty: 3421.811279
	Iteration 66Q: 3 clusters Score -4477290 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -4477492.500000 Penalty: 3421.811279
	Iteration 67Q: 3 clusters Score -4477492 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -4477701.500000 Penalty: 3421.811279
	Iteration 68Q: 3 clusters Score -4477702 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4477889.000000 Penalty: 3421.811279
	Iteration 69Q: 3 clusters Score -4477889 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4478057.500000 Penalty: 3421.811279
	Iteration 70Q: 3 clusters Score -4478058 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -4478243.500000 Penalty: 3421.811279
	Iteration 71Q: 3 clusters Score -4478244 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -4478433.000000 Penalty: 3421.811279
	Iteration 72Q: 3 clusters Score -4478433 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -4478581.500000 Penalty: 3421.811279
	Iteration 73Q: 3 clusters Score -4478582 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -4478727.000000 Penalty: 3421.811279
	Iteration 74Q: 3 clusters Score -4478727 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -4478824.500000 Penalty: 3421.811279
	Iteration 75Q: 3 clusters Score -4478824 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -4478911.000000 Penalty: 3421.811279
	Iteration 76Q: 3 clusters Score -4478911 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -4478994.000000 Penalty: 3421.811279
	Iteration 77Q: 3 clusters Score -4478994 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4479072.500000 Penalty: 3421.811279
	Iteration 78Q: 3 clusters Score -4479072 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -4479139.500000 Penalty: 3421.811279
	Iteration 79Q: 3 clusters Score -4479140 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -4479205.500000 Penalty: 3421.811279
	Iteration 80F: 3 clusters Score -4479206 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -4479260.500000 Penalty: 3421.811279
	Iteration 81Q: 3 clusters Score -4479260 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -4479297.000000 Penalty: 3421.811279
	Iteration 82Q: 3 clusters Score -4479297 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -4479339.500000 Penalty: 3421.811279
	Iteration 83Q: 3 clusters Score -4479340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4479384.000000 Penalty: 3421.811279
	Iteration 84Q: 3 clusters Score -4479384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4479393.000000 Penalty: 3421.811279
	Iteration 85Q: 3 clusters Score -4479393 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -4479409.000000 Penalty: 3421.811279
	Iteration 86Q: 3 clusters Score -4479409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -4479417.000000 Penalty: 3421.811279
	Iteration 87Q: 3 clusters Score -4479417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -4479426.000000 Penalty: 3421.811279
	Iteration 88Q: 3 clusters Score -4479426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -4479439.000000 Penalty: 3421.811279
	Iteration 89Q: 3 clusters Score -4479439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -4479443.000000 Penalty: 3421.811279
	Iteration 90Q: 3 clusters Score -4479443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -4479446.500000 Penalty: 3421.811279
	Iteration 91Q: 3 clusters Score -4479446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4479455.500000 Penalty: 3421.811279
	Iteration 92Q: 3 clusters Score -4479456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -4479458.500000 Penalty: 3421.811279
	Iteration 93Q: 3 clusters Score -4479458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -4479465.500000 Penalty: 3421.811279
	Iteration 94Q: 3 clusters Score -4479466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -4479477.000000 Penalty: 3421.811279
	Iteration 95Q: 3 clusters Score -4479477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -4479481.000000 Penalty: 3421.811279
	Iteration 96Q: 3 clusters Score -4479481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -4479477.000000 Penalty: 3421.811279
	Iteration 97Q: 3 clusters Score -4479477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -4479477.500000 Penalty: 3421.811279
	Iteration 98Q: 3 clusters Score -4479478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -4479487.000000 Penalty: 3421.811279
	Iteration 99Q: 3 clusters Score -4479487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -4479493.000000 Penalty: 3421.811279
	Iteration 100F: 3 clusters Score -4479493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -4479496.500000 Penalty: 3421.811279
	Iteration 101Q: 3 clusters Score -4479496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -4479498.500000 Penalty: 3421.811279
	Iteration 102Q: 3 clusters Score -4479498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -4479502.500000 Penalty: 3421.811279
	Iteration 103Q: 3 clusters Score -4479502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -4479501.500000 Penalty: 3421.811279
	Iteration 104Q: 3 clusters Score -4479502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -4479506.000000 Penalty: 3421.811279
	Iteration 105Q: 3 clusters Score -4479506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -4479506.000000 Penalty: 3421.811279
	Iteration 106Q: 3 clusters Score -4479506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -4479507.000000 Penalty: 3421.811279
	Iteration 107Q: 3 clusters Score -4479507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -4479507.500000 Penalty: 3421.811279
	Iteration 108Q: 3 clusters Score -4479508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -4479509.500000 Penalty: 3421.811279
	Iteration 109Q: 3 clusters Score -4479510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -4479511.000000 Penalty: 3421.811279
	Iteration 110Q: 3 clusters Score -4479511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -4479510.000000 Penalty: 3421.811279
	Iteration 111Q: 3 clusters Score -4479510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -4479510.000000 Penalty: 3421.811279
	Iteration 112F: 3 clusters Score -4479510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Entering Unmasked Estep 
Score: -242093.875000 Penalty: 1216.847778
	Iteration 0F: 2 clusters Score -242093.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -240118.015625 Penalty: 2433.695557
	Iteration 0F: 3 clusters Score -240118 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -240502.109375 Penalty: 2433.695557
	Iteration 1F: 3 clusters Score -240502.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -240560.718750 Penalty: 2433.695557
	Iteration 2F: 3 clusters Score -240560.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -240593.312500 Penalty: 2433.695557
	Iteration 3Q: 3 clusters Score -240593.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -240615.640625 Penalty: 2433.695557
	Iteration 4Q: 3 clusters Score -240615.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -240637.343750 Penalty: 2433.695557
	Iteration 5Q: 3 clusters Score -240637.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -240653.078125 Penalty: 2433.695557
	Iteration 6Q: 3 clusters Score -240653.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -240660.843750 Penalty: 2433.695557
	Iteration 7Q: 3 clusters Score -240660.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -240665.562500 Penalty: 2433.695557
	Iteration 8Q: 3 clusters Score -240665.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -240671.265625 Penalty: 2433.695557
	Iteration 9Q: 3 clusters Score -240671.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -240676.796875 Penalty: 2433.695557
	Iteration 10Q: 3 clusters Score -240676.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -240681.828125 Penalty: 2433.695557
	Iteration 11Q: 3 clusters Score -240681.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -240685.921875 Penalty: 2433.695557
	Iteration 12Q: 3 clusters Score -240685.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -240689.140625 Penalty: 2433.695557
	Iteration 13Q: 3 clusters Score -240689.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -240692.875000 Penalty: 2433.695557
	Iteration 14Q: 3 clusters Score -240692.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -240696.390625 Penalty: 2433.695557
	Iteration 15Q: 3 clusters Score -240696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -240699.343750 Penalty: 2433.695557
	Iteration 16Q: 3 clusters Score -240699.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -240700.937500 Penalty: 2433.695557
	Iteration 17Q: 3 clusters Score -240700.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -240702.625000 Penalty: 2433.695557
	Iteration 18Q: 3 clusters Score -240702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -240704.359375 Penalty: 2433.695557
	Iteration 19Q: 3 clusters Score -240704.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -240708.359375 Penalty: 2433.695557
	Iteration 20F: 3 clusters Score -240708.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -240710.765625 Penalty: 2433.695557
	Iteration 21Q: 3 clusters Score -240710.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -240713.890625 Penalty: 2433.695557
	Iteration 22Q: 3 clusters Score -240713.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -240718.218750 Penalty: 2433.695557
	Iteration 23Q: 3 clusters Score -240718.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -240721.921875 Penalty: 2433.695557
	Iteration 24Q: 3 clusters Score -240721.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -240726.515625 Penalty: 2433.695557
	Iteration 25Q: 3 clusters Score -240726.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -240728.375000 Penalty: 2433.695557
	Iteration 26Q: 3 clusters Score -240728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -240729.609375 Penalty: 2433.695557
	Iteration 27Q: 3 clusters Score -240729.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -240731.000000 Penalty: 2433.695557
	Iteration 28Q: 3 clusters Score -240731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -240731.312500 Penalty: 2433.695557
	Iteration 29Q: 3 clusters Score -240731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -240732.390625 Penalty: 2433.695557
	Iteration 30Q: 3 clusters Score -240732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -240733.265625 Penalty: 2433.695557
	Iteration 31Q: 3 clusters Score -240733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -240734.031250 Penalty: 2433.695557
	Iteration 32Q: 3 clusters Score -240734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -240734.906250 Penalty: 2433.695557
	Iteration 33Q: 3 clusters Score -240734.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -240734.906250 Penalty: 2433.695557
	Iteration 34F: 3 clusters Score -240734.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Entering Unmasked Estep 
Score: -743512.812500 Penalty: 1418.421875
	Iteration 0F: 2 clusters Score -743512.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -738832.750000 Penalty: 2836.843750
	Iteration 0F: 3 clusters Score -738832.8 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -740200.562500 Penalty: 2836.843750
	Iteration 1F: 3 clusters Score -740200.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -740385.000000 Penalty: 2836.843750
	Iteration 2F: 3 clusters Score -740385 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -740494.312500 Penalty: 2836.843750
	Iteration 3Q: 3 clusters Score -740494.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -740579.000000 Penalty: 2836.843750
	Iteration 4Q: 3 clusters Score -740579 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -740652.375000 Penalty: 2836.843750
	Iteration 5Q: 3 clusters Score -740652.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -740719.000000 Penalty: 2836.843750
	Iteration 6Q: 3 clusters Score -740719 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -740789.687500 Penalty: 2836.843750
	Iteration 7Q: 3 clusters Score -740789.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -740850.375000 Penalty: 2836.843750
	Iteration 8Q: 3 clusters Score -740850.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -740939.625000 Penalty: 2836.843750
	Iteration 9Q: 3 clusters Score -740939.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -741052.187500 Penalty: 2836.843750
	Iteration 10Q: 3 clusters Score -741052.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -741196.312500 Penalty: 2836.843750
	Iteration 11Q: 3 clusters Score -741196.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -741382.875000 Penalty: 2836.843750
	Iteration 12Q: 3 clusters Score -741382.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -741566.562500 Penalty: 2836.843750
	Iteration 13Q: 3 clusters Score -741566.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -741762.875000 Penalty: 2836.843750
	Iteration 14Q: 3 clusters Score -741762.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -741904.312500 Penalty: 2836.843750
	Iteration 15Q: 3 clusters Score -741904.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -742028.375000 Penalty: 2836.843750
	Iteration 16Q: 3 clusters Score -742028.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -742110.937500 Penalty: 2836.843750
	Iteration 17Q: 3 clusters Score -742110.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -742180.812500 Penalty: 2836.843750
	Iteration 18Q: 3 clusters Score -742180.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -742246.062500 Penalty: 2836.843750
	Iteration 19Q: 3 clusters Score -742246.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -742300.250000 Penalty: 2836.843750
	Iteration 20F: 3 clusters Score -742300.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -742348.937500 Penalty: 2836.843750
	Iteration 21Q: 3 clusters Score -742348.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -742387.187500 Penalty: 2836.843750
	Iteration 22Q: 3 clusters Score -742387.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -742410.500000 Penalty: 2836.843750
	Iteration 23Q: 3 clusters Score -742410.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -742428.312500 Penalty: 2836.843750
	Iteration 24Q: 3 clusters Score -742428.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -742442.562500 Penalty: 2836.843750
	Iteration 25Q: 3 clusters Score -742442.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -742452.562500 Penalty: 2836.843750
	Iteration 26Q: 3 clusters Score -742452.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -742463.062500 Penalty: 2836.843750
	Iteration 27Q: 3 clusters Score -742463.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -742470.562500 Penalty: 2836.843750
	Iteration 28Q: 3 clusters Score -742470.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -742479.125000 Penalty: 2836.843750
	Iteration 29Q: 3 clusters Score -742479.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -742485.125000 Penalty: 2836.843750
	Iteration 30Q: 3 clusters Score -742485.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -742490.000000 Penalty: 2836.843750
	Iteration 31Q: 3 clusters Score -742490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -742495.000000 Penalty: 2836.843750
	Iteration 32Q: 3 clusters Score -742495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -742497.312500 Penalty: 2836.843750
	Iteration 33Q: 3 clusters Score -742497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -742498.187500 Penalty: 2836.843750
	Iteration 34Q: 3 clusters Score -742498.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -742498.062500 Penalty: 2836.843750
	Iteration 35Q: 3 clusters Score -742498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -742498.250000 Penalty: 2836.843750
	Iteration 36Q: 3 clusters Score -742498.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -742498.250000 Penalty: 2836.843750
	Iteration 37F: 3 clusters Score -742498.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Entering Unmasked Estep 
Score: -1218260.375000 Penalty: 1497.571533
	Iteration 0F: 2 clusters Score -1218260 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 5034 members 
Entering Unmasked Estep 
Score: -1211095.000000 Penalty: 2995.143066
	Iteration 0F: 3 clusters Score -1211095 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1213539.125000 Penalty: 2995.143066
	Iteration 1F: 3 clusters Score -1213539 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1213813.750000 Penalty: 2995.143066
	Iteration 2F: 3 clusters Score -1213814 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1214010.250000 Penalty: 2995.143066
	Iteration 3Q: 3 clusters Score -1214010 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1214160.250000 Penalty: 2995.143066
	Iteration 4Q: 3 clusters Score -1214160 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1214299.625000 Penalty: 2995.143066
	Iteration 5Q: 3 clusters Score -1214300 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1214428.875000 Penalty: 2995.143066
	Iteration 6Q: 3 clusters Score -1214429 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1214582.875000 Penalty: 2995.143066
	Iteration 7Q: 3 clusters Score -1214583 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1214771.250000 Penalty: 2995.143066
	Iteration 8Q: 3 clusters Score -1214771 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1214989.500000 Penalty: 2995.143066
	Iteration 9Q: 3 clusters Score -1214990 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1215211.125000 Penalty: 2995.143066
	Iteration 10Q: 3 clusters Score -1215211 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1215429.875000 Penalty: 2995.143066
	Iteration 11Q: 3 clusters Score -1215430 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1215618.000000 Penalty: 2995.143066
	Iteration 12Q: 3 clusters Score -1215618 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1215768.125000 Penalty: 2995.143066
	Iteration 13Q: 3 clusters Score -1215768 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1215893.000000 Penalty: 2995.143066
	Iteration 14Q: 3 clusters Score -1215893 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1215972.625000 Penalty: 2995.143066
	Iteration 15Q: 3 clusters Score -1215973 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1216029.375000 Penalty: 2995.143066
	Iteration 16Q: 3 clusters Score -1216029 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1216060.750000 Penalty: 2995.143066
	Iteration 17Q: 3 clusters Score -1216061 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1216082.750000 Penalty: 2995.143066
	Iteration 18Q: 3 clusters Score -1216083 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1216100.375000 Penalty: 2995.143066
	Iteration 19Q: 3 clusters Score -1216100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1216119.625000 Penalty: 2995.143066
	Iteration 20F: 3 clusters Score -1216120 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1216136.500000 Penalty: 2995.143066
	Iteration 21Q: 3 clusters Score -1216136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1216154.500000 Penalty: 2995.143066
	Iteration 22Q: 3 clusters Score -1216154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1216169.375000 Penalty: 2995.143066
	Iteration 23Q: 3 clusters Score -1216169 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1216198.375000 Penalty: 2995.143066
	Iteration 24Q: 3 clusters Score -1216198 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1216233.500000 Penalty: 2995.143066
	Iteration 25Q: 3 clusters Score -1216234 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1216256.875000 Penalty: 2995.143066
	Iteration 26Q: 3 clusters Score -1216257 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1216277.750000 Penalty: 2995.143066
	Iteration 27Q: 3 clusters Score -1216278 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1216299.250000 Penalty: 2995.143066
	Iteration 28Q: 3 clusters Score -1216299 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1216319.375000 Penalty: 2995.143066
	Iteration 29Q: 3 clusters Score -1216319 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1216357.750000 Penalty: 2995.143066
	Iteration 30Q: 3 clusters Score -1216358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1216386.250000 Penalty: 2995.143066
	Iteration 31Q: 3 clusters Score -1216386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1216419.125000 Penalty: 2995.143066
	Iteration 32Q: 3 clusters Score -1216419 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1216439.000000 Penalty: 2995.143066
	Iteration 33Q: 3 clusters Score -1216439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1216459.375000 Penalty: 2995.143066
	Iteration 34Q: 3 clusters Score -1216459 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1216474.125000 Penalty: 2995.143066
	Iteration 35Q: 3 clusters Score -1216474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1216492.625000 Penalty: 2995.143066
	Iteration 36Q: 3 clusters Score -1216493 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1216504.125000 Penalty: 2995.143066
	Iteration 37Q: 3 clusters Score -1216504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1216521.250000 Penalty: 2995.143066
	Iteration 38Q: 3 clusters Score -1216521 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1216537.375000 Penalty: 2995.143066
	Iteration 39Q: 3 clusters Score -1216537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1216549.250000 Penalty: 2995.143066
	Iteration 40F: 3 clusters Score -1216549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1216556.125000 Penalty: 2995.143066
	Iteration 41Q: 3 clusters Score -1216556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1216569.875000 Penalty: 2995.143066
	Iteration 42Q: 3 clusters Score -1216570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1216582.750000 Penalty: 2995.143066
	Iteration 43Q: 3 clusters Score -1216583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1216598.125000 Penalty: 2995.143066
	Iteration 44Q: 3 clusters Score -1216598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1216611.750000 Penalty: 2995.143066
	Iteration 45Q: 3 clusters Score -1216612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1216630.000000 Penalty: 2995.143066
	Iteration 46Q: 3 clusters Score -1216630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1216645.000000 Penalty: 2995.143066
	Iteration 47Q: 3 clusters Score -1216645 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1216668.125000 Penalty: 2995.143066
	Iteration 48Q: 3 clusters Score -1216668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1216686.250000 Penalty: 2995.143066
	Iteration 49Q: 3 clusters Score -1216686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1216705.750000 Penalty: 2995.143066
	Iteration 50Q: 3 clusters Score -1216706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1216718.000000 Penalty: 2995.143066
	Iteration 51Q: 3 clusters Score -1216718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1216725.375000 Penalty: 2995.143066
	Iteration 52Q: 3 clusters Score -1216725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1216730.875000 Penalty: 2995.143066
	Iteration 53Q: 3 clusters Score -1216731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1216735.500000 Penalty: 2995.143066
	Iteration 54Q: 3 clusters Score -1216736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1216740.000000 Penalty: 2995.143066
	Iteration 55Q: 3 clusters Score -1216740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1216742.750000 Penalty: 2995.143066
	Iteration 56Q: 3 clusters Score -1216743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1216742.500000 Penalty: 2995.143066
	Iteration 57Q: 3 clusters Score -1216742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1216743.125000 Penalty: 2995.143066
	Iteration 58Q: 3 clusters Score -1216743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1216743.625000 Penalty: 2995.143066
	Iteration 59Q: 3 clusters Score -1216744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1216745.250000 Penalty: 2995.143066
	Iteration 60F: 3 clusters Score -1216745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1216749.500000 Penalty: 2995.143066
	Iteration 61Q: 3 clusters Score -1216750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1216752.625000 Penalty: 2995.143066
	Iteration 62Q: 3 clusters Score -1216753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1216760.500000 Penalty: 2995.143066
	Iteration 63Q: 3 clusters Score -1216760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1216760.375000 Penalty: 2995.143066
	Iteration 64Q: 3 clusters Score -1216760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1216767.125000 Penalty: 2995.143066
	Iteration 65Q: 3 clusters Score -1216767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1216771.500000 Penalty: 2995.143066
	Iteration 66Q: 3 clusters Score -1216772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1216776.625000 Penalty: 2995.143066
	Iteration 67Q: 3 clusters Score -1216777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1216781.875000 Penalty: 2995.143066
	Iteration 68Q: 3 clusters Score -1216782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1216781.500000 Penalty: 2995.143066
	Iteration 69Q: 3 clusters Score -1216782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1216782.500000 Penalty: 2995.143066
	Iteration 70Q: 3 clusters Score -1216782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1216786.375000 Penalty: 2995.143066
	Iteration 71Q: 3 clusters Score -1216786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1216786.375000 Penalty: 2995.143066
	Iteration 72Q: 3 clusters Score -1216786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1216792.000000 Penalty: 2995.143066
	Iteration 73Q: 3 clusters Score -1216792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1216797.000000 Penalty: 2995.143066
	Iteration 74Q: 3 clusters Score -1216797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1216803.875000 Penalty: 2995.143066
	Iteration 75Q: 3 clusters Score -1216804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1216807.375000 Penalty: 2995.143066
	Iteration 76Q: 3 clusters Score -1216807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1216811.125000 Penalty: 2995.143066
	Iteration 77Q: 3 clusters Score -1216811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1216815.750000 Penalty: 2995.143066
	Iteration 78Q: 3 clusters Score -1216816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1216819.375000 Penalty: 2995.143066
	Iteration 79Q: 3 clusters Score -1216819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1216822.000000 Penalty: 2995.143066
	Iteration 80F: 3 clusters Score -1216822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1216823.125000 Penalty: 2995.143066
	Iteration 81Q: 3 clusters Score -1216823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1216827.250000 Penalty: 2995.143066
	Iteration 82Q: 3 clusters Score -1216827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1216832.625000 Penalty: 2995.143066
	Iteration 83Q: 3 clusters Score -1216833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1216837.875000 Penalty: 2995.143066
	Iteration 84Q: 3 clusters Score -1216838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1216842.125000 Penalty: 2995.143066
	Iteration 85Q: 3 clusters Score -1216842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1216845.500000 Penalty: 2995.143066
	Iteration 86Q: 3 clusters Score -1216846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1216848.250000 Penalty: 2995.143066
	Iteration 87Q: 3 clusters Score -1216848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1216854.500000 Penalty: 2995.143066
	Iteration 88Q: 3 clusters Score -1216854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1216857.125000 Penalty: 2995.143066
	Iteration 89Q: 3 clusters Score -1216857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1216859.250000 Penalty: 2995.143066
	Iteration 90Q: 3 clusters Score -1216859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1216863.000000 Penalty: 2995.143066
	Iteration 91Q: 3 clusters Score -1216863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1216862.625000 Penalty: 2995.143066
	Iteration 92Q: 3 clusters Score -1216863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1216867.500000 Penalty: 2995.143066
	Iteration 93Q: 3 clusters Score -1216868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1216871.750000 Penalty: 2995.143066
	Iteration 94Q: 3 clusters Score -1216872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1216884.500000 Penalty: 2995.143066
	Iteration 95Q: 3 clusters Score -1216884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1216891.500000 Penalty: 2995.143066
	Iteration 96Q: 3 clusters Score -1216892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1216902.000000 Penalty: 2995.143066
	Iteration 97Q: 3 clusters Score -1216902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1216911.625000 Penalty: 2995.143066
	Iteration 98Q: 3 clusters Score -1216912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1216917.000000 Penalty: 2995.143066
	Iteration 99Q: 3 clusters Score -1216917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1216923.375000 Penalty: 2995.143066
	Iteration 100F: 3 clusters Score -1216923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1216925.000000 Penalty: 2995.143066
	Iteration 101Q: 3 clusters Score -1216925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1216929.250000 Penalty: 2995.143066
	Iteration 102Q: 3 clusters Score -1216929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1216934.625000 Penalty: 2995.143066
	Iteration 103Q: 3 clusters Score -1216935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1216935.500000 Penalty: 2995.143066
	Iteration 104Q: 3 clusters Score -1216936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1216937.375000 Penalty: 2995.143066
	Iteration 105Q: 3 clusters Score -1216937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1216939.625000 Penalty: 2995.143066
	Iteration 106Q: 3 clusters Score -1216940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1216939.625000 Penalty: 2995.143066
	Iteration 107F: 3 clusters Score -1216940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Entering Unmasked Estep 
Score: -3564887.250000 Penalty: 1661.820068
	Iteration 0F: 2 clusters Score -3564887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3546199.750000 Penalty: 3323.640137
	Iteration 0F: 3 clusters Score -3546200 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3553465.500000 Penalty: 3323.640137
	Iteration 1F: 3 clusters Score -3553466 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3554003.750000 Penalty: 3323.640137
	Iteration 2F: 3 clusters Score -3554004 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3554630.000000 Penalty: 3323.640137
	Iteration 3F: 3 clusters Score -3554630 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -3555500.000000 Penalty: 3323.640137
	Iteration 4F: 3 clusters Score -3555500 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3556735.750000 Penalty: 3323.640137
	Iteration 5F: 3 clusters Score -3556736 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -3558314.500000 Penalty: 3323.640137
	Iteration 6F: 3 clusters Score -3558314 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -3560017.750000 Penalty: 3323.640137
	Iteration 7F: 3 clusters Score -3560018 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3561461.000000 Penalty: 3323.640137
	Iteration 8F: 3 clusters Score -3561461 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3562355.250000 Penalty: 3323.640137
	Iteration 9Q: 3 clusters Score -3562355 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3562808.500000 Penalty: 3323.640137
	Iteration 10Q: 3 clusters Score -3562808 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3563077.500000 Penalty: 3323.640137
	Iteration 11Q: 3 clusters Score -3563078 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3563264.500000 Penalty: 3323.640137
	Iteration 12Q: 3 clusters Score -3563264 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3563390.000000 Penalty: 3323.640137
	Iteration 13Q: 3 clusters Score -3563390 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3563464.250000 Penalty: 3323.640137
	Iteration 14Q: 3 clusters Score -3563464 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3563503.250000 Penalty: 3323.640137
	Iteration 15Q: 3 clusters Score -3563503 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3563531.000000 Penalty: 3323.640137
	Iteration 16Q: 3 clusters Score -3563531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3563553.000000 Penalty: 3323.640137
	Iteration 17Q: 3 clusters Score -3563553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3563565.750000 Penalty: 3323.640137
	Iteration 18Q: 3 clusters Score -3563566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3563576.750000 Penalty: 3323.640137
	Iteration 19Q: 3 clusters Score -3563577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3563583.000000 Penalty: 3323.640137
	Iteration 20F: 3 clusters Score -3563583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3563595.500000 Penalty: 3323.640137
	Iteration 21Q: 3 clusters Score -3563596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3563595.750000 Penalty: 3323.640137
	Iteration 22Q: 3 clusters Score -3563596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3563602.500000 Penalty: 3323.640137
	Iteration 23Q: 3 clusters Score -3563602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3563603.750000 Penalty: 3323.640137
	Iteration 24Q: 3 clusters Score -3563604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3563600.500000 Penalty: 3323.640137
	Iteration 25Q: 3 clusters Score -3563600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3563603.000000 Penalty: 3323.640137
	Iteration 26Q: 3 clusters Score -3563603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3563603.500000 Penalty: 3323.640137
	Iteration 27Q: 3 clusters Score -3563604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3563606.750000 Penalty: 3323.640137
	Iteration 28Q: 3 clusters Score -3563607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3563614.750000 Penalty: 3323.640137
	Iteration 29Q: 3 clusters Score -3563615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3563614.250000 Penalty: 3323.640137
	Iteration 30Q: 3 clusters Score -3563614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3563616.750000 Penalty: 3323.640137
	Iteration 31Q: 3 clusters Score -3563617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3563618.000000 Penalty: 3323.640137
	Iteration 32Q: 3 clusters Score -3563618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3563612.750000 Penalty: 3323.640137
	Iteration 33Q: 3 clusters Score -3563613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3563614.250000 Penalty: 3323.640137
	Iteration 34Q: 3 clusters Score -3563614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3563615.500000 Penalty: 3323.640137
	Iteration 35Q: 3 clusters Score -3563616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3563615.500000 Penalty: 3323.640137
	Iteration 36F: 3 clusters Score -3563616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Entering Unmasked Estep 
Score: -546018.500000 Penalty: 1361.264282
	Iteration 0F: 2 clusters Score -546018.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -542509.000000 Penalty: 2722.528564
	Iteration 0F: 3 clusters Score -542509 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -543392.500000 Penalty: 2722.528564
	Iteration 1F: 3 clusters Score -543392.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -543549.812500 Penalty: 2722.528564
	Iteration 2F: 3 clusters Score -543549.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -543677.812500 Penalty: 2722.528564
	Iteration 3F: 3 clusters Score -543677.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -543837.250000 Penalty: 2722.528564
	Iteration 4F: 3 clusters Score -543837.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -544029.187500 Penalty: 2722.528564
	Iteration 5F: 3 clusters Score -544029.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -544263.312500 Penalty: 2722.528564
	Iteration 6F: 3 clusters Score -544263.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -544519.062500 Penalty: 2722.528564
	Iteration 7F: 3 clusters Score -544519.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -544763.187500 Penalty: 2722.528564
	Iteration 8F: 3 clusters Score -544763.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -544906.625000 Penalty: 2722.528564
	Iteration 9Q: 3 clusters Score -544906.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -544983.250000 Penalty: 2722.528564
	Iteration 10Q: 3 clusters Score -544983.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -545029.187500 Penalty: 2722.528564
	Iteration 11Q: 3 clusters Score -545029.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -545059.500000 Penalty: 2722.528564
	Iteration 12Q: 3 clusters Score -545059.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -545082.000000 Penalty: 2722.528564
	Iteration 13Q: 3 clusters Score -545082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -545099.812500 Penalty: 2722.528564
	Iteration 14Q: 3 clusters Score -545099.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -545114.250000 Penalty: 2722.528564
	Iteration 15Q: 3 clusters Score -545114.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -545122.625000 Penalty: 2722.528564
	Iteration 16Q: 3 clusters Score -545122.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -545127.000000 Penalty: 2722.528564
	Iteration 17Q: 3 clusters Score -545127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -545129.000000 Penalty: 2722.528564
	Iteration 18Q: 3 clusters Score -545129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -545130.187500 Penalty: 2722.528564
	Iteration 19Q: 3 clusters Score -545130.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -545133.062500 Penalty: 2722.528564
	Iteration 20F: 3 clusters Score -545133.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -545134.125000 Penalty: 2722.528564
	Iteration 21Q: 3 clusters Score -545134.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -545135.125000 Penalty: 2722.528564
	Iteration 22Q: 3 clusters Score -545135.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -545137.187500 Penalty: 2722.528564
	Iteration 23Q: 3 clusters Score -545137.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -545139.250000 Penalty: 2722.528564
	Iteration 24Q: 3 clusters Score -545139.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -545140.062500 Penalty: 2722.528564
	Iteration 25Q: 3 clusters Score -545140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -545140.562500 Penalty: 2722.528564
	Iteration 26Q: 3 clusters Score -545140.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -545140.750000 Penalty: 2722.528564
	Iteration 27Q: 3 clusters Score -545140.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -545143.375000 Penalty: 2722.528564
	Iteration 28Q: 3 clusters Score -545143.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -545146.625000 Penalty: 2722.528564
	Iteration 29Q: 3 clusters Score -545146.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -545148.750000 Penalty: 2722.528564
	Iteration 30Q: 3 clusters Score -545148.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -545152.250000 Penalty: 2722.528564
	Iteration 31Q: 3 clusters Score -545152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -545151.250000 Penalty: 2722.528564
	Iteration 32Q: 3 clusters Score -545151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -545151.625000 Penalty: 2722.528564
	Iteration 33Q: 3 clusters Score -545151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -545151.562500 Penalty: 2722.528564
	Iteration 34Q: 3 clusters Score -545151.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -545153.562500 Penalty: 2722.528564
	Iteration 35Q: 3 clusters Score -545153.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -545154.187500 Penalty: 2722.528564
	Iteration 36Q: 3 clusters Score -545154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -545155.312500 Penalty: 2722.528564
	Iteration 37Q: 3 clusters Score -545155.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -545157.187500 Penalty: 2722.528564
	Iteration 38Q: 3 clusters Score -545157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -545157.687500 Penalty: 2722.528564
	Iteration 39Q: 3 clusters Score -545157.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -545159.312500 Penalty: 2722.528564
	Iteration 40F: 3 clusters Score -545159.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -545161.500000 Penalty: 2722.528564
	Iteration 41Q: 3 clusters Score -545161.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -545162.375000 Penalty: 2722.528564
	Iteration 42Q: 3 clusters Score -545162.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -545165.000000 Penalty: 2722.528564
	Iteration 43Q: 3 clusters Score -545165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -545166.375000 Penalty: 2722.528564
	Iteration 44Q: 3 clusters Score -545166.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -545167.687500 Penalty: 2722.528564
	Iteration 45Q: 3 clusters Score -545167.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -545169.250000 Penalty: 2722.528564
	Iteration 46Q: 3 clusters Score -545169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -545169.437500 Penalty: 2722.528564
	Iteration 47Q: 3 clusters Score -545169.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -545169.250000 Penalty: 2722.528564
	Iteration 48Q: 3 clusters Score -545169.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -545169.250000 Penalty: 2722.528564
	Iteration 49F: 3 clusters Score -545169.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Entering Unmasked Estep 
Score: -995906.250000 Penalty: 1457.881104
	Iteration 0F: 2 clusters Score -995906.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -990186.062500 Penalty: 2915.762207
	Iteration 0F: 3 clusters Score -990186.1 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -992058.062500 Penalty: 2915.762207
	Iteration 1F: 3 clusters Score -992058.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -992395.312500 Penalty: 2915.762207
	Iteration 2F: 3 clusters Score -992395.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -992749.187500 Penalty: 2915.762207
	Iteration 3F: 3 clusters Score -992749.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -993129.187500 Penalty: 2915.762207
	Iteration 4F: 3 clusters Score -993129.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -993427.875000 Penalty: 2915.762207
	Iteration 5F: 3 clusters Score -993427.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -993659.562500 Penalty: 2915.762207
	Iteration 6Q: 3 clusters Score -993659.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -993853.312500 Penalty: 2915.762207
	Iteration 7Q: 3 clusters Score -993853.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -994005.312500 Penalty: 2915.762207
	Iteration 8Q: 3 clusters Score -994005.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -994100.937500 Penalty: 2915.762207
	Iteration 9Q: 3 clusters Score -994100.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -994185.562500 Penalty: 2915.762207
	Iteration 10Q: 3 clusters Score -994185.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -994264.500000 Penalty: 2915.762207
	Iteration 11Q: 3 clusters Score -994264.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -994342.062500 Penalty: 2915.762207
	Iteration 12Q: 3 clusters Score -994342.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -994408.562500 Penalty: 2915.762207
	Iteration 13Q: 3 clusters Score -994408.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -994467.125000 Penalty: 2915.762207
	Iteration 14Q: 3 clusters Score -994467.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -994510.812500 Penalty: 2915.762207
	Iteration 15Q: 3 clusters Score -994510.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -994544.625000 Penalty: 2915.762207
	Iteration 16Q: 3 clusters Score -994544.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -994574.625000 Penalty: 2915.762207
	Iteration 17Q: 3 clusters Score -994574.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -994595.375000 Penalty: 2915.762207
	Iteration 18Q: 3 clusters Score -994595.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -994610.562500 Penalty: 2915.762207
	Iteration 19Q: 3 clusters Score -994610.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -994630.000000 Penalty: 2915.762207
	Iteration 20F: 3 clusters Score -994630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -994647.562500 Penalty: 2915.762207
	Iteration 21Q: 3 clusters Score -994647.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -994661.125000 Penalty: 2915.762207
	Iteration 22Q: 3 clusters Score -994661.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -994674.812500 Penalty: 2915.762207
	Iteration 23Q: 3 clusters Score -994674.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -994681.687500 Penalty: 2915.762207
	Iteration 24Q: 3 clusters Score -994681.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -994692.187500 Penalty: 2915.762207
	Iteration 25Q: 3 clusters Score -994692.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -994695.437500 Penalty: 2915.762207
	Iteration 26Q: 3 clusters Score -994695.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -994699.500000 Penalty: 2915.762207
	Iteration 27Q: 3 clusters Score -994699.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -994703.375000 Penalty: 2915.762207
	Iteration 28Q: 3 clusters Score -994703.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -994704.937500 Penalty: 2915.762207
	Iteration 29Q: 3 clusters Score -994704.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -994707.687500 Penalty: 2915.762207
	Iteration 30Q: 3 clusters Score -994707.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -994709.812500 Penalty: 2915.762207
	Iteration 31Q: 3 clusters Score -994709.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -994711.000000 Penalty: 2915.762207
	Iteration 32Q: 3 clusters Score -994711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -994712.562500 Penalty: 2915.762207
	Iteration 33Q: 3 clusters Score -994712.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -994714.875000 Penalty: 2915.762207
	Iteration 34Q: 3 clusters Score -994714.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -994716.750000 Penalty: 2915.762207
	Iteration 35Q: 3 clusters Score -994716.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -994719.312500 Penalty: 2915.762207
	Iteration 36Q: 3 clusters Score -994719.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -994720.312500 Penalty: 2915.762207
	Iteration 37Q: 3 clusters Score -994720.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -994722.562500 Penalty: 2915.762207
	Iteration 38Q: 3 clusters Score -994722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -994722.562500 Penalty: 2915.762207
	Iteration 39Q: 3 clusters Score -994722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -994725.187500 Penalty: 2915.762207
	Iteration 40F: 3 clusters Score -994725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -994725.375000 Penalty: 2915.762207
	Iteration 41Q: 3 clusters Score -994725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -994727.500000 Penalty: 2915.762207
	Iteration 42Q: 3 clusters Score -994727.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -994727.312500 Penalty: 2915.762207
	Iteration 43Q: 3 clusters Score -994727.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -994726.312500 Penalty: 2915.762207
	Iteration 44Q: 3 clusters Score -994726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -994728.000000 Penalty: 2915.762207
	Iteration 45Q: 3 clusters Score -994728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -994728.000000 Penalty: 2915.762207
	Iteration 46F: 3 clusters Score -994728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Entering Unmasked Estep 
Score: -1866767.125000 Penalty: 1560.727173
	Iteration 0F: 2 clusters Score -1866767 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 7465 members 
Entering Unmasked Estep 
Score: -1856464.500000 Penalty: 3121.454346
	Iteration 0F: 3 clusters Score -1856464 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1860492.000000 Penalty: 3121.454346
	Iteration 1F: 3 clusters Score -1860492 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1861194.000000 Penalty: 3121.454346
	Iteration 2F: 3 clusters Score -1861194 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1862043.250000 Penalty: 3121.454346
	Iteration 3F: 3 clusters Score -1862043 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1862978.750000 Penalty: 3121.454346
	Iteration 4F: 3 clusters Score -1862979 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1863940.625000 Penalty: 3121.454346
	Iteration 5F: 3 clusters Score -1863941 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1864605.750000 Penalty: 3121.454346
	Iteration 6F: 3 clusters Score -1864606 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1864944.625000 Penalty: 3121.454346
	Iteration 7Q: 3 clusters Score -1864945 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1865102.125000 Penalty: 3121.454346
	Iteration 8Q: 3 clusters Score -1865102 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1865174.625000 Penalty: 3121.454346
	Iteration 9Q: 3 clusters Score -1865175 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1865215.875000 Penalty: 3121.454346
	Iteration 10Q: 3 clusters Score -1865216 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1865245.125000 Penalty: 3121.454346
	Iteration 11Q: 3 clusters Score -1865245 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1865270.750000 Penalty: 3121.454346
	Iteration 12Q: 3 clusters Score -1865271 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1865292.750000 Penalty: 3121.454346
	Iteration 13Q: 3 clusters Score -1865293 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1865314.250000 Penalty: 3121.454346
	Iteration 14Q: 3 clusters Score -1865314 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1865336.000000 Penalty: 3121.454346
	Iteration 15Q: 3 clusters Score -1865336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1865350.000000 Penalty: 3121.454346
	Iteration 16Q: 3 clusters Score -1865350 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1865363.875000 Penalty: 3121.454346
	Iteration 17Q: 3 clusters Score -1865364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1865374.875000 Penalty: 3121.454346
	Iteration 18Q: 3 clusters Score -1865375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1865388.000000 Penalty: 3121.454346
	Iteration 19Q: 3 clusters Score -1865388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1865397.000000 Penalty: 3121.454346
	Iteration 20F: 3 clusters Score -1865397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1865403.750000 Penalty: 3121.454346
	Iteration 21Q: 3 clusters Score -1865404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1865416.375000 Penalty: 3121.454346
	Iteration 22Q: 3 clusters Score -1865416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1865419.375000 Penalty: 3121.454346
	Iteration 23Q: 3 clusters Score -1865419 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1865433.750000 Penalty: 3121.454346
	Iteration 24Q: 3 clusters Score -1865434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1865439.375000 Penalty: 3121.454346
	Iteration 25Q: 3 clusters Score -1865439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1865451.500000 Penalty: 3121.454346
	Iteration 26Q: 3 clusters Score -1865452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1865454.125000 Penalty: 3121.454346
	Iteration 27Q: 3 clusters Score -1865454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1865453.875000 Penalty: 3121.454346
	Iteration 28Q: 3 clusters Score -1865454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1865463.000000 Penalty: 3121.454346
	Iteration 29Q: 3 clusters Score -1865463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1865467.000000 Penalty: 3121.454346
	Iteration 30Q: 3 clusters Score -1865467 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1865483.000000 Penalty: 3121.454346
	Iteration 31Q: 3 clusters Score -1865483 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1865490.375000 Penalty: 3121.454346
	Iteration 32Q: 3 clusters Score -1865490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1865505.000000 Penalty: 3121.454346
	Iteration 33Q: 3 clusters Score -1865505 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1865512.000000 Penalty: 3121.454346
	Iteration 34Q: 3 clusters Score -1865512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1865515.250000 Penalty: 3121.454346
	Iteration 35Q: 3 clusters Score -1865515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1865530.875000 Penalty: 3121.454346
	Iteration 36Q: 3 clusters Score -1865531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1865545.625000 Penalty: 3121.454346
	Iteration 37Q: 3 clusters Score -1865546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1865556.875000 Penalty: 3121.454346
	Iteration 38Q: 3 clusters Score -1865557 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1865565.125000 Penalty: 3121.454346
	Iteration 39Q: 3 clusters Score -1865565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1865578.625000 Penalty: 3121.454346
	Iteration 40F: 3 clusters Score -1865579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1865587.250000 Penalty: 3121.454346
	Iteration 41Q: 3 clusters Score -1865587 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1865598.875000 Penalty: 3121.454346
	Iteration 42Q: 3 clusters Score -1865599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1865605.750000 Penalty: 3121.454346
	Iteration 43Q: 3 clusters Score -1865606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1865618.875000 Penalty: 3121.454346
	Iteration 44Q: 3 clusters Score -1865619 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1865635.625000 Penalty: 3121.454346
	Iteration 45Q: 3 clusters Score -1865636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1865656.625000 Penalty: 3121.454346
	Iteration 46Q: 3 clusters Score -1865657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1865666.875000 Penalty: 3121.454346
	Iteration 47Q: 3 clusters Score -1865667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1865676.000000 Penalty: 3121.454346
	Iteration 48Q: 3 clusters Score -1865676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1865676.500000 Penalty: 3121.454346
	Iteration 49Q: 3 clusters Score -1865676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1865685.875000 Penalty: 3121.454346
	Iteration 50Q: 3 clusters Score -1865686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1865697.625000 Penalty: 3121.454346
	Iteration 51Q: 3 clusters Score -1865698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1865702.625000 Penalty: 3121.454346
	Iteration 52Q: 3 clusters Score -1865703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1865707.750000 Penalty: 3121.454346
	Iteration 53Q: 3 clusters Score -1865708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1865712.125000 Penalty: 3121.454346
	Iteration 54Q: 3 clusters Score -1865712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1865711.000000 Penalty: 3121.454346
	Iteration 55Q: 3 clusters Score -1865711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1865708.875000 Penalty: 3121.454346
	Iteration 56Q: 3 clusters Score -1865709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1865712.250000 Penalty: 3121.454346
	Iteration 57Q: 3 clusters Score -1865712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1865716.000000 Penalty: 3121.454346
	Iteration 58Q: 3 clusters Score -1865716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1865714.250000 Penalty: 3121.454346
	Iteration 59Q: 3 clusters Score -1865714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1865716.250000 Penalty: 3121.454346
	Iteration 60F: 3 clusters Score -1865716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1865717.625000 Penalty: 3121.454346
	Iteration 61Q: 3 clusters Score -1865718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1865721.000000 Penalty: 3121.454346
	Iteration 62Q: 3 clusters Score -1865721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1865719.125000 Penalty: 3121.454346
	Iteration 63Q: 3 clusters Score -1865719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1865718.750000 Penalty: 3121.454346
	Iteration 64Q: 3 clusters Score -1865719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1865720.500000 Penalty: 3121.454346
	Iteration 65Q: 3 clusters Score -1865720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1865720.125000 Penalty: 3121.454346
	Iteration 66Q: 3 clusters Score -1865720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1865719.750000 Penalty: 3121.454346
	Iteration 67Q: 3 clusters Score -1865720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1865719.750000 Penalty: 3121.454346
	Iteration 68Q: 3 clusters Score -1865720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1865719.750000 Penalty: 3121.454346
	Iteration 69F: 3 clusters Score -1865720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (130506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130506 members 
Entering Unmasked Estep 
Score: -16685151.000000 Penalty: 1914.115967
	Iteration 0F: 2 clusters Score -1.668515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -16603221.000000 Penalty: 3828.231934
	Iteration 0F: 3 clusters Score -1.660322e+07 nChanged 62636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -16640238.000000 Penalty: 3828.231934
	Iteration 1F: 3 clusters Score -1.664024e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
Score: -16641485.000000 Penalty: 3828.231934
	Iteration 2Q: 3 clusters Score -1.664148e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 64955 members 
Entering Unmasked Estep 
Score: -16643025.000000 Penalty: 3828.231934
	Iteration 3Q: 3 clusters Score -1.664302e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -16645265.000000 Penalty: 3828.231934
	Iteration 4Q: 3 clusters Score -1.664526e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -16648266.000000 Penalty: 3828.231934
	Iteration 5Q: 3 clusters Score -1.664827e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66843 members 
Mstep: Class 2 contains 63663 members 
Entering Unmasked Estep 
Score: -16652991.000000 Penalty: 3828.231934
	Iteration 6F: 3 clusters Score -1.665299e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 62549 members 
Entering Unmasked Estep 
Score: -16659735.000000 Penalty: 3828.231934
	Iteration 7F: 3 clusters Score -1.665974e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -16667031.000000 Penalty: 3828.231934
	Iteration 8F: 3 clusters Score -1.666703e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -16671197.000000 Penalty: 3828.231934
	Iteration 9F: 3 clusters Score -1.66712e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -16672575.000000 Penalty: 3828.231934
	Iteration 10Q: 3 clusters Score -1.667258e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70997 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -16673217.000000 Penalty: 3828.231934
	Iteration 11Q: 3 clusters Score -1.667322e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71083 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -16673756.000000 Penalty: 3828.231934
	Iteration 12Q: 3 clusters Score -1.667376e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -16674093.000000 Penalty: 3828.231934
	Iteration 13Q: 3 clusters Score -1.667409e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -16674406.000000 Penalty: 3828.231934
	Iteration 14Q: 3 clusters Score -1.667441e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -16674679.000000 Penalty: 3828.231934
	Iteration 15Q: 3 clusters Score -1.667468e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70730 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -16674868.000000 Penalty: 3828.231934
	Iteration 16Q: 3 clusters Score -1.667487e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -16674912.000000 Penalty: 3828.231934
	Iteration 17Q: 3 clusters Score -1.667491e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Mstep: Class 2 contains 60247 members 
Entering Unmasked Estep 
Score: -16675021.000000 Penalty: 3828.231934
	Iteration 18Q: 3 clusters Score -1.667502e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -16675142.000000 Penalty: 3828.231934
	Iteration 19Q: 3 clusters Score -1.667514e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69589 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -16675188.000000 Penalty: 3828.231934
	Iteration 20F: 3 clusters Score -1.667519e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 61300 members 
Entering Unmasked Estep 
Score: -16675261.000000 Penalty: 3828.231934
	Iteration 21Q: 3 clusters Score -1.667526e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68835 members 
Mstep: Class 2 contains 61671 members 
Entering Unmasked Estep 
Score: -16675256.000000 Penalty: 3828.231934
	Iteration 22Q: 3 clusters Score -1.667526e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -16675284.000000 Penalty: 3828.231934
	Iteration 23Q: 3 clusters Score -1.667528e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 62459 members 
Entering Unmasked Estep 
Score: -16675340.000000 Penalty: 3828.231934
	Iteration 24Q: 3 clusters Score -1.667534e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 62829 members 
Entering Unmasked Estep 
Score: -16675345.000000 Penalty: 3828.231934
	Iteration 25Q: 3 clusters Score -1.667534e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 63167 members 
Entering Unmasked Estep 
Score: -16675303.000000 Penalty: 3828.231934
	Iteration 26Q: 3 clusters Score -1.66753e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 63495 members 
Entering Unmasked Estep 
Score: -16675317.000000 Penalty: 3828.231934
	Iteration 27Q: 3 clusters Score -1.667532e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66675 members 
Mstep: Class 2 contains 63831 members 
Entering Unmasked Estep 
Score: -16675356.000000 Penalty: 3828.231934
	Iteration 28Q: 3 clusters Score -1.667536e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 64126 members 
Entering Unmasked Estep 
Score: -16675331.000000 Penalty: 3828.231934
	Iteration 29Q: 3 clusters Score -1.667533e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66071 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -16675335.000000 Penalty: 3828.231934
	Iteration 30Q: 3 clusters Score -1.667534e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -16675335.000000 Penalty: 3828.231934
	Iteration 31Q: 3 clusters Score -1.667534e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -16675348.000000 Penalty: 3828.231934
	Iteration 32Q: 3 clusters Score -1.667535e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -16675369.000000 Penalty: 3828.231934
	Iteration 33Q: 3 clusters Score -1.667537e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65033 members 
Mstep: Class 2 contains 65473 members 
Entering Unmasked Estep 
Score: -16675350.000000 Penalty: 3828.231934
	Iteration 34Q: 3 clusters Score -1.667535e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 65751 members 
Entering Unmasked Estep 
Score: -16675386.000000 Penalty: 3828.231934
	Iteration 35Q: 3 clusters Score -1.667539e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -16675383.000000 Penalty: 3828.231934
	Iteration 36Q: 3 clusters Score -1.667538e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -16675401.000000 Penalty: 3828.231934
	Iteration 37Q: 3 clusters Score -1.66754e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -16675392.000000 Penalty: 3828.231934
	Iteration 38Q: 3 clusters Score -1.667539e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -16675384.000000 Penalty: 3828.231934
	Iteration 39Q: 3 clusters Score -1.667538e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -16675383.000000 Penalty: 3828.231934
	Iteration 40F: 3 clusters Score -1.667538e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -16675374.000000 Penalty: 3828.231934
	Iteration 41Q: 3 clusters Score -1.667537e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -16675356.000000 Penalty: 3828.231934
	Iteration 42Q: 3 clusters Score -1.667536e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -16675389.000000 Penalty: 3828.231934
	Iteration 43Q: 3 clusters Score -1.667539e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 67735 members 
Entering Unmasked Estep 
Score: -16675396.000000 Penalty: 3828.231934
	Iteration 44Q: 3 clusters Score -1.66754e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 67914 members 
Entering Unmasked Estep 
Score: -16675369.000000 Penalty: 3828.231934
	Iteration 45Q: 3 clusters Score -1.667537e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -16675366.000000 Penalty: 3828.231934
	Iteration 46Q: 3 clusters Score -1.667537e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 68250 members 
Entering Unmasked Estep 
Score: -16675391.000000 Penalty: 3828.231934
	Iteration 47Q: 3 clusters Score -1.667539e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 68410 members 
Entering Unmasked Estep 
Score: -16675416.000000 Penalty: 3828.231934
	Iteration 48Q: 3 clusters Score -1.667542e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61966 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -16675401.000000 Penalty: 3828.231934
	Iteration 49Q: 3 clusters Score -1.66754e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 68638 members 
Entering Unmasked Estep 
Score: -16675427.000000 Penalty: 3828.231934
	Iteration 50Q: 3 clusters Score -1.667543e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61773 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -16675426.000000 Penalty: 3828.231934
	Iteration 51Q: 3 clusters Score -1.667543e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61667 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -16675439.000000 Penalty: 3828.231934
	Iteration 52Q: 3 clusters Score -1.667544e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -16675430.000000 Penalty: 3828.231934
	Iteration 53Q: 3 clusters Score -1.667543e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61495 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -16675434.000000 Penalty: 3828.231934
	Iteration 54Q: 3 clusters Score -1.667543e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 69098 members 
Entering Unmasked Estep 
Score: -16675414.000000 Penalty: 3828.231934
	Iteration 55Q: 3 clusters Score -1.667541e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -16675399.000000 Penalty: 3828.231934
	Iteration 56Q: 3 clusters Score -1.66754e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
Score: -16675382.000000 Penalty: 3828.231934
	Iteration 57Q: 3 clusters Score -1.667538e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -16675373.000000 Penalty: 3828.231934
	Iteration 58Q: 3 clusters Score -1.667537e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -16675402.000000 Penalty: 3828.231934
	Iteration 59Q: 3 clusters Score -1.66754e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -16675387.000000 Penalty: 3828.231934
	Iteration 60F: 3 clusters Score -1.667539e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -16675396.000000 Penalty: 3828.231934
	Iteration 61Q: 3 clusters Score -1.66754e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
Score: -16675379.000000 Penalty: 3828.231934
	Iteration 62Q: 3 clusters Score -1.667538e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -16675372.000000 Penalty: 3828.231934
	Iteration 63Q: 3 clusters Score -1.667537e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -16675352.000000 Penalty: 3828.231934
	Iteration 64Q: 3 clusters Score -1.667535e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -16675364.000000 Penalty: 3828.231934
	Iteration 65Q: 3 clusters Score -1.667536e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 69643 members 
Entering Unmasked Estep 
Score: -16675362.000000 Penalty: 3828.231934
	Iteration 66Q: 3 clusters Score -1.667536e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 69672 members 
Entering Unmasked Estep 
Score: -16675362.000000 Penalty: 3828.231934
	Iteration 67Q: 3 clusters Score -1.667536e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -16675348.000000 Penalty: 3828.231934
	Iteration 68Q: 3 clusters Score -1.667535e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -16675356.000000 Penalty: 3828.231934
	Iteration 69Q: 3 clusters Score -1.667536e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -16675365.000000 Penalty: 3828.231934
	Iteration 70Q: 3 clusters Score -1.667536e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 69863 members 
Entering Unmasked Estep 
Score: -16675358.000000 Penalty: 3828.231934
	Iteration 71Q: 3 clusters Score -1.667536e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60599 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
Score: -16675380.000000 Penalty: 3828.231934
	Iteration 72Q: 3 clusters Score -1.667538e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -16675377.000000 Penalty: 3828.231934
	Iteration 73Q: 3 clusters Score -1.667538e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -16675369.000000 Penalty: 3828.231934
	Iteration 74Q: 3 clusters Score -1.667537e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 70006 members 
Entering Unmasked Estep 
Score: -16675389.000000 Penalty: 3828.231934
	Iteration 75Q: 3 clusters Score -1.667539e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -16675404.000000 Penalty: 3828.231934
	Iteration 76Q: 3 clusters Score -1.66754e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -16675403.000000 Penalty: 3828.231934
	Iteration 77Q: 3 clusters Score -1.66754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Mstep: Class 2 contains 70073 members 
Entering Unmasked Estep 
Score: -16675397.000000 Penalty: 3828.231934
	Iteration 78Q: 3 clusters Score -1.66754e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
Score: -16675401.000000 Penalty: 3828.231934
	Iteration 79Q: 3 clusters Score -1.66754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 70112 members 
Entering Unmasked Estep 
Score: -16675393.000000 Penalty: 3828.231934
	Iteration 80F: 3 clusters Score -1.667539e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -16675387.000000 Penalty: 3828.231934
	Iteration 81Q: 3 clusters Score -1.667539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 70144 members 
Entering Unmasked Estep 
Score: -16675388.000000 Penalty: 3828.231934
	Iteration 82Q: 3 clusters Score -1.667539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -16675389.000000 Penalty: 3828.231934
	Iteration 83Q: 3 clusters Score -1.667539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -16675373.000000 Penalty: 3828.231934
	Iteration 84Q: 3 clusters Score -1.667537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -16675388.000000 Penalty: 3828.231934
	Iteration 85Q: 3 clusters Score -1.667539e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -16675381.000000 Penalty: 3828.231934
	Iteration 86Q: 3 clusters Score -1.667538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 70210 members 
Entering Unmasked Estep 
Score: -16675376.000000 Penalty: 3828.231934
	Iteration 87Q: 3 clusters Score -1.667538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 70218 members 
Entering Unmasked Estep 
Score: -16675377.000000 Penalty: 3828.231934
	Iteration 88Q: 3 clusters Score -1.667538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -16675381.000000 Penalty: 3828.231934
	Iteration 89Q: 3 clusters Score -1.667538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 70229 members 
Entering Unmasked Estep 
Score: -16675366.000000 Penalty: 3828.231934
	Iteration 90Q: 3 clusters Score -1.667537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -16675373.000000 Penalty: 3828.231934
	Iteration 91Q: 3 clusters Score -1.667537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 70251 members 
Entering Unmasked Estep 
Score: -16675360.000000 Penalty: 3828.231934
	Iteration 92Q: 3 clusters Score -1.667536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 70261 members 
Entering Unmasked Estep 
Score: -16675358.000000 Penalty: 3828.231934
	Iteration 93Q: 3 clusters Score -1.667536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60236 members 
Mstep: Class 2 contains 70270 members 
Entering Unmasked Estep 
Score: -16675352.000000 Penalty: 3828.231934
	Iteration 94Q: 3 clusters Score -1.667535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -16675361.000000 Penalty: 3828.231934
	Iteration 95Q: 3 clusters Score -1.667536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 70284 members 
Entering Unmasked Estep 
Score: -16675370.000000 Penalty: 3828.231934
	Iteration 96Q: 3 clusters Score -1.667537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -16675371.000000 Penalty: 3828.231934
	Iteration 97Q: 3 clusters Score -1.667537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -16675361.000000 Penalty: 3828.231934
	Iteration 98Q: 3 clusters Score -1.667536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 70310 members 
Entering Unmasked Estep 
Score: -16675371.000000 Penalty: 3828.231934
	Iteration 99Q: 3 clusters Score -1.667537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 70315 members 
Entering Unmasked Estep 
Score: -16675372.000000 Penalty: 3828.231934
	Iteration 100F: 3 clusters Score -1.667537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 70320 members 
Entering Unmasked Estep 
Score: -16675363.000000 Penalty: 3828.231934
	Iteration 101Q: 3 clusters Score -1.667536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -16675372.000000 Penalty: 3828.231934
	Iteration 102Q: 3 clusters Score -1.667537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 70331 members 
Entering Unmasked Estep 
Score: -16675368.000000 Penalty: 3828.231934
	Iteration 103Q: 3 clusters Score -1.667537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Mstep: Class 2 contains 70334 members 
Entering Unmasked Estep 
Score: -16675367.000000 Penalty: 3828.231934
	Iteration 104Q: 3 clusters Score -1.667537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -16675378.000000 Penalty: 3828.231934
	Iteration 105Q: 3 clusters Score -1.667538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 70341 members 
Entering Unmasked Estep 
Score: -16675370.000000 Penalty: 3828.231934
	Iteration 106Q: 3 clusters Score -1.667537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 70342 members 
Entering Unmasked Estep 
Score: -16675370.000000 Penalty: 3828.231934
	Iteration 107Q: 3 clusters Score -1.667537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -16675364.000000 Penalty: 3828.231934
	Iteration 108Q: 3 clusters Score -1.667536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60156 members 
Mstep: Class 2 contains 70350 members 
Entering Unmasked Estep 
Score: -16675370.000000 Penalty: 3828.231934
	Iteration 109Q: 3 clusters Score -1.667537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -16675376.000000 Penalty: 3828.231934
	Iteration 110Q: 3 clusters Score -1.667538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -16675378.000000 Penalty: 3828.231934
	Iteration 111Q: 3 clusters Score -1.667538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -16675391.000000 Penalty: 3828.231934
	Iteration 112Q: 3 clusters Score -1.667539e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -16675380.000000 Penalty: 3828.231934
	Iteration 113Q: 3 clusters Score -1.667538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -16675376.000000 Penalty: 3828.231934
	Iteration 114Q: 3 clusters Score -1.667538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 70410 members 
Entering Unmasked Estep 
Score: -16675369.000000 Penalty: 3828.231934
	Iteration 115Q: 3 clusters Score -1.667537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60088 members 
Mstep: Class 2 contains 70418 members 
Entering Unmasked Estep 
Score: -16675370.000000 Penalty: 3828.231934
	Iteration 116Q: 3 clusters Score -1.667537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -16675371.000000 Penalty: 3828.231934
	Iteration 117Q: 3 clusters Score -1.667537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60081 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -16675371.000000 Penalty: 3828.231934
	Iteration 118Q: 3 clusters Score -1.667537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60077 members 
Mstep: Class 2 contains 70429 members 
Entering Unmasked Estep 
Score: -16675367.000000 Penalty: 3828.231934
	Iteration 119Q: 3 clusters Score -1.667537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 70436 members 
Entering Unmasked Estep 
Score: -16675366.000000 Penalty: 3828.231934
	Iteration 120F: 3 clusters Score -1.667537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 70444 members 
Entering Unmasked Estep 
Score: -16675360.000000 Penalty: 3828.231934
	Iteration 121Q: 3 clusters Score -1.667536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 70453 members 
Entering Unmasked Estep 
Score: -16675355.000000 Penalty: 3828.231934
	Iteration 122Q: 3 clusters Score -1.667536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -16675354.000000 Penalty: 3828.231934
	Iteration 123Q: 3 clusters Score -1.667535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 70475 members 
Entering Unmasked Estep 
Score: -16675362.000000 Penalty: 3828.231934
	Iteration 124Q: 3 clusters Score -1.667536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -16675364.000000 Penalty: 3828.231934
	Iteration 125Q: 3 clusters Score -1.667536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -16675368.000000 Penalty: 3828.231934
	Iteration 126Q: 3 clusters Score -1.667537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -16675380.000000 Penalty: 3828.231934
	Iteration 127Q: 3 clusters Score -1.667538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -16675378.000000 Penalty: 3828.231934
	Iteration 128Q: 3 clusters Score -1.667538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 70501 members 
Entering Unmasked Estep 
Score: -16675388.000000 Penalty: 3828.231934
	Iteration 129Q: 3 clusters Score -1.667539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -16675386.000000 Penalty: 3828.231934
	Iteration 130Q: 3 clusters Score -1.667539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -16675378.000000 Penalty: 3828.231934
	Iteration 131Q: 3 clusters Score -1.667538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
Score: -16675386.000000 Penalty: 3828.231934
	Iteration 132Q: 3 clusters Score -1.667539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 70524 members 
Entering Unmasked Estep 
Score: -16675375.000000 Penalty: 3828.231934
	Iteration 133Q: 3 clusters Score -1.667538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -16675385.000000 Penalty: 3828.231934
	Iteration 134Q: 3 clusters Score -1.667538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -16675384.000000 Penalty: 3828.231934
	Iteration 135Q: 3 clusters Score -1.667538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 70562 members 
Entering Unmasked Estep 
Score: -16675372.000000 Penalty: 3828.231934
	Iteration 136Q: 3 clusters Score -1.667537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59928 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
Score: -16675387.000000 Penalty: 3828.231934
	Iteration 137Q: 3 clusters Score -1.667539e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -16675399.000000 Penalty: 3828.231934
	Iteration 138Q: 3 clusters Score -1.66754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 70609 members 
Entering Unmasked Estep 
Score: -16675387.000000 Penalty: 3828.231934
	Iteration 139Q: 3 clusters Score -1.667539e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 70621 members 
Entering Unmasked Estep 
Score: -16675397.000000 Penalty: 3828.231934
	Iteration 140F: 3 clusters Score -1.66754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 70636 members 
Entering Unmasked Estep 
Score: -16675402.000000 Penalty: 3828.231934
	Iteration 141Q: 3 clusters Score -1.66754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 70648 members 
Entering Unmasked Estep 
Score: -16675395.000000 Penalty: 3828.231934
	Iteration 142Q: 3 clusters Score -1.66754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -16675394.000000 Penalty: 3828.231934
	Iteration 143Q: 3 clusters Score -1.667539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -16675402.000000 Penalty: 3828.231934
	Iteration 144Q: 3 clusters Score -1.66754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -16675387.000000 Penalty: 3828.231934
	Iteration 145Q: 3 clusters Score -1.667539e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 70705 members 
Entering Unmasked Estep 
Score: -16675381.000000 Penalty: 3828.231934
	Iteration 146Q: 3 clusters Score -1.667538e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 70725 members 
Entering Unmasked Estep 
Score: -16675385.000000 Penalty: 3828.231934
	Iteration 147Q: 3 clusters Score -1.667538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 70743 members 
Entering Unmasked Estep 
Score: -16675388.000000 Penalty: 3828.231934
	Iteration 148Q: 3 clusters Score -1.667539e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -16675373.000000 Penalty: 3828.231934
	Iteration 149Q: 3 clusters Score -1.667537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -16675370.000000 Penalty: 3828.231934
	Iteration 150Q: 3 clusters Score -1.667537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 70778 members 
Entering Unmasked Estep 
Score: -16675389.000000 Penalty: 3828.231934
	Iteration 151Q: 3 clusters Score -1.667539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59720 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -16675371.000000 Penalty: 3828.231934
	Iteration 152Q: 3 clusters Score -1.667537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -16675373.000000 Penalty: 3828.231934
	Iteration 153Q: 3 clusters Score -1.667537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
Score: -16675379.000000 Penalty: 3828.231934
	Iteration 154Q: 3 clusters Score -1.667538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 70806 members 
Entering Unmasked Estep 
Score: -16675378.000000 Penalty: 3828.231934
	Iteration 155Q: 3 clusters Score -1.667538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 70811 members 
Entering Unmasked Estep 
Score: -16675372.000000 Penalty: 3828.231934
	Iteration 156Q: 3 clusters Score -1.667537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 70816 members 
Entering Unmasked Estep 
Score: -16675366.000000 Penalty: 3828.231934
	Iteration 157Q: 3 clusters Score -1.667537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 70827 members 
Entering Unmasked Estep 
Score: -16675363.000000 Penalty: 3828.231934
	Iteration 158Q: 3 clusters Score -1.667536e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -16675379.000000 Penalty: 3828.231934
	Iteration 159Q: 3 clusters Score -1.667538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -16675380.000000 Penalty: 3828.231934
	Iteration 160F: 3 clusters Score -1.667538e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -16675370.000000 Penalty: 3828.231934
	Iteration 161Q: 3 clusters Score -1.667537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 70892 members 
Entering Unmasked Estep 
Score: -16675368.000000 Penalty: 3828.231934
	Iteration 162Q: 3 clusters Score -1.667537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 70901 members 
Entering Unmasked Estep 
Score: -16675361.000000 Penalty: 3828.231934
	Iteration 163Q: 3 clusters Score -1.667536e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -16675365.000000 Penalty: 3828.231934
	Iteration 164Q: 3 clusters Score -1.667536e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -16675390.000000 Penalty: 3828.231934
	Iteration 165Q: 3 clusters Score -1.667539e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 70935 members 
Entering Unmasked Estep 
Score: -16675386.000000 Penalty: 3828.231934
	Iteration 166Q: 3 clusters Score -1.667539e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -16675376.000000 Penalty: 3828.231934
	Iteration 167Q: 3 clusters Score -1.667538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -16675383.000000 Penalty: 3828.231934
	Iteration 168Q: 3 clusters Score -1.667538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -16675382.000000 Penalty: 3828.231934
	Iteration 169Q: 3 clusters Score -1.667538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -16675378.000000 Penalty: 3828.231934
	Iteration 170Q: 3 clusters Score -1.667538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 70954 members 
Entering Unmasked Estep 
Score: -16675384.000000 Penalty: 3828.231934
	Iteration 171Q: 3 clusters Score -1.667538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 70952 members 
Entering Unmasked Estep 
Score: -16675390.000000 Penalty: 3828.231934
	Iteration 172Q: 3 clusters Score -1.667539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -16675391.000000 Penalty: 3828.231934
	Iteration 173Q: 3 clusters Score -1.667539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -16675388.000000 Penalty: 3828.231934
	Iteration 174Q: 3 clusters Score -1.667539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -16675391.000000 Penalty: 3828.231934
	Iteration 175Q: 3 clusters Score -1.667539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -16675390.000000 Penalty: 3828.231934
	Iteration 176Q: 3 clusters Score -1.667539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -16675380.000000 Penalty: 3828.231934
	Iteration 177Q: 3 clusters Score -1.667538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
Score: -16675385.000000 Penalty: 3828.231934
	Iteration 178Q: 3 clusters Score -1.667538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -16675382.000000 Penalty: 3828.231934
	Iteration 179Q: 3 clusters Score -1.667538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -16675387.000000 Penalty: 3828.231934
	Iteration 180F: 3 clusters Score -1.667539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -16675389.000000 Penalty: 3828.231934
	Iteration 181Q: 3 clusters Score -1.667539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -16675392.000000 Penalty: 3828.231934
	Iteration 182Q: 3 clusters Score -1.667539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -16675374.000000 Penalty: 3828.231934
	Iteration 183Q: 3 clusters Score -1.667537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 70959 members 
Entering Unmasked Estep 
Score: -16675372.000000 Penalty: 3828.231934
	Iteration 184Q: 3 clusters Score -1.667537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -16675381.000000 Penalty: 3828.231934
	Iteration 185Q: 3 clusters Score -1.667538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 70966 members 
Entering Unmasked Estep 
Score: -16675376.000000 Penalty: 3828.231934
	Iteration 186Q: 3 clusters Score -1.667538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -16675375.000000 Penalty: 3828.231934
	Iteration 187Q: 3 clusters Score -1.667538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 70977 members 
Entering Unmasked Estep 
Score: -16675374.000000 Penalty: 3828.231934
	Iteration 188Q: 3 clusters Score -1.667537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 70982 members 
Entering Unmasked Estep 
Score: -16675362.000000 Penalty: 3828.231934
	Iteration 189Q: 3 clusters Score -1.667536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 70985 members 
Entering Unmasked Estep 
Score: -16675355.000000 Penalty: 3828.231934
	Iteration 190Q: 3 clusters Score -1.667536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -16675356.000000 Penalty: 3828.231934
	Iteration 191Q: 3 clusters Score -1.667536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 70989 members 
Entering Unmasked Estep 
Score: -16675367.000000 Penalty: 3828.231934
	Iteration 192Q: 3 clusters Score -1.667537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
Score: -16675366.000000 Penalty: 3828.231934
	Iteration 193Q: 3 clusters Score -1.667537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59511 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -16675364.000000 Penalty: 3828.231934
	Iteration 194Q: 3 clusters Score -1.667536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 70999 members 
Entering Unmasked Estep 
Score: -16675357.000000 Penalty: 3828.231934
	Iteration 195Q: 3 clusters Score -1.667536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 70999 members 
Entering Unmasked Estep 
Score: -16675357.000000 Penalty: 3828.231934
	Iteration 196Q: 3 clusters Score -1.667536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 70999 members 
Entering Unmasked Estep 
Score: -16675356.000000 Penalty: 3828.231934
	Iteration 197Q: 3 clusters Score -1.667536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 71002 members 
Entering Unmasked Estep 
Score: -16675366.000000 Penalty: 3828.231934
	Iteration 198Q: 3 clusters Score -1.667537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 71002 members 
Entering Unmasked Estep 
Score: -16675353.000000 Penalty: 3828.231934
	Iteration 199Q: 3 clusters Score -1.667535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -16675354.000000 Penalty: 3828.231934
	Iteration 200F: 3 clusters Score -1.667535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -16675349.000000 Penalty: 3828.231934
	Iteration 201Q: 3 clusters Score -1.667535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 70996 members 
Entering Unmasked Estep 
Score: -16675345.000000 Penalty: 3828.231934
	Iteration 202Q: 3 clusters Score -1.667534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -16675329.000000 Penalty: 3828.231934
	Iteration 203Q: 3 clusters Score -1.667533e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -16675335.000000 Penalty: 3828.231934
	Iteration 204Q: 3 clusters Score -1.667534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 71027 members 
Entering Unmasked Estep 
Score: -16675348.000000 Penalty: 3828.231934
	Iteration 205Q: 3 clusters Score -1.667535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -16675349.000000 Penalty: 3828.231934
	Iteration 206Q: 3 clusters Score -1.667535e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -16675347.000000 Penalty: 3828.231934
	Iteration 207Q: 3 clusters Score -1.667535e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -16675357.000000 Penalty: 3828.231934
	Iteration 208Q: 3 clusters Score -1.667536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -16675347.000000 Penalty: 3828.231934
	Iteration 209Q: 3 clusters Score -1.667535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -16675348.000000 Penalty: 3828.231934
	Iteration 210Q: 3 clusters Score -1.667535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -16675350.000000 Penalty: 3828.231934
	Iteration 211Q: 3 clusters Score -1.667535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 71079 members 
Entering Unmasked Estep 
Score: -16675355.000000 Penalty: 3828.231934
	Iteration 212Q: 3 clusters Score -1.667536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
Score: -16675370.000000 Penalty: 3828.231934
	Iteration 213Q: 3 clusters Score -1.667537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -16675378.000000 Penalty: 3828.231934
	Iteration 214Q: 3 clusters Score -1.667538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -16675378.000000 Penalty: 3828.231934
	Iteration 215F: 3 clusters Score -1.667538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Entering Unmasked Estep 
Score: -693561.812500 Penalty: 1415.073486
	Iteration 0F: 2 clusters Score -693561.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -688936.562500 Penalty: 2830.146973
	Iteration 0F: 3 clusters Score -688936.6 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -690507.062500 Penalty: 2830.146973
	Iteration 1F: 3 clusters Score -690507.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -690897.250000 Penalty: 2830.146973
	Iteration 2F: 3 clusters Score -690897.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -691224.187500 Penalty: 2830.146973
	Iteration 3F: 3 clusters Score -691224.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -691486.937500 Penalty: 2830.146973
	Iteration 4F: 3 clusters Score -691486.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -691719.812500 Penalty: 2830.146973
	Iteration 5F: 3 clusters Score -691719.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -691909.750000 Penalty: 2830.146973
	Iteration 6Q: 3 clusters Score -691909.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -692065.750000 Penalty: 2830.146973
	Iteration 7Q: 3 clusters Score -692065.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -692203.312500 Penalty: 2830.146973
	Iteration 8Q: 3 clusters Score -692203.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -692315.875000 Penalty: 2830.146973
	Iteration 9Q: 3 clusters Score -692315.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -692386.125000 Penalty: 2830.146973
	Iteration 10Q: 3 clusters Score -692386.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -692436.375000 Penalty: 2830.146973
	Iteration 11Q: 3 clusters Score -692436.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -692485.437500 Penalty: 2830.146973
	Iteration 12Q: 3 clusters Score -692485.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -692513.062500 Penalty: 2830.146973
	Iteration 13Q: 3 clusters Score -692513.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -692534.125000 Penalty: 2830.146973
	Iteration 14Q: 3 clusters Score -692534.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -692554.562500 Penalty: 2830.146973
	Iteration 15Q: 3 clusters Score -692554.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -692574.562500 Penalty: 2830.146973
	Iteration 16Q: 3 clusters Score -692574.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -692590.937500 Penalty: 2830.146973
	Iteration 17Q: 3 clusters Score -692590.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -692610.062500 Penalty: 2830.146973
	Iteration 18Q: 3 clusters Score -692610.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -692624.500000 Penalty: 2830.146973
	Iteration 19Q: 3 clusters Score -692624.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -692635.875000 Penalty: 2830.146973
	Iteration 20F: 3 clusters Score -692635.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -692645.250000 Penalty: 2830.146973
	Iteration 21Q: 3 clusters Score -692645.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -692649.562500 Penalty: 2830.146973
	Iteration 22Q: 3 clusters Score -692649.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -692656.625000 Penalty: 2830.146973
	Iteration 23Q: 3 clusters Score -692656.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -692661.937500 Penalty: 2830.146973
	Iteration 24Q: 3 clusters Score -692661.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -692666.375000 Penalty: 2830.146973
	Iteration 25Q: 3 clusters Score -692666.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -692675.875000 Penalty: 2830.146973
	Iteration 26Q: 3 clusters Score -692675.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -692682.062500 Penalty: 2830.146973
	Iteration 27Q: 3 clusters Score -692682.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -692683.750000 Penalty: 2830.146973
	Iteration 28Q: 3 clusters Score -692683.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -692691.812500 Penalty: 2830.146973
	Iteration 29Q: 3 clusters Score -692691.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -692698.187500 Penalty: 2830.146973
	Iteration 30Q: 3 clusters Score -692698.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -692709.375000 Penalty: 2830.146973
	Iteration 31Q: 3 clusters Score -692709.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -692714.812500 Penalty: 2830.146973
	Iteration 32Q: 3 clusters Score -692714.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -692723.000000 Penalty: 2830.146973
	Iteration 33Q: 3 clusters Score -692723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -692728.125000 Penalty: 2830.146973
	Iteration 34Q: 3 clusters Score -692728.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -692729.937500 Penalty: 2830.146973
	Iteration 35Q: 3 clusters Score -692729.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -692732.812500 Penalty: 2830.146973
	Iteration 36Q: 3 clusters Score -692732.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -692735.625000 Penalty: 2830.146973
	Iteration 37Q: 3 clusters Score -692735.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -692739.312500 Penalty: 2830.146973
	Iteration 38Q: 3 clusters Score -692739.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -692744.250000 Penalty: 2830.146973
	Iteration 39Q: 3 clusters Score -692744.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -692745.187500 Penalty: 2830.146973
	Iteration 40F: 3 clusters Score -692745.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -692747.187500 Penalty: 2830.146973
	Iteration 41Q: 3 clusters Score -692747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -692749.062500 Penalty: 2830.146973
	Iteration 42Q: 3 clusters Score -692749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -692749.687500 Penalty: 2830.146973
	Iteration 43Q: 3 clusters Score -692749.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -692750.375000 Penalty: 2830.146973
	Iteration 44Q: 3 clusters Score -692750.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -692750.375000 Penalty: 2830.146973
	Iteration 45F: 3 clusters Score -692750.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (56185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Entering Unmasked Estep 
Score: -7105373.500000 Penalty: 1777.165894
	Iteration 0F: 2 clusters Score -7105374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -7067710.000000 Penalty: 3554.331787
	Iteration 0F: 3 clusters Score -7067710 nChanged 26629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -7082718.000000 Penalty: 3554.331787
	Iteration 1F: 3 clusters Score -7082718 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -7083237.000000 Penalty: 3554.331787
	Iteration 2Q: 3 clusters Score -7083237 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -7083925.000000 Penalty: 3554.331787
	Iteration 3Q: 3 clusters Score -7083925 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -7084893.500000 Penalty: 3554.331787
	Iteration 4Q: 3 clusters Score -7084894 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -7086373.000000 Penalty: 3554.331787
	Iteration 5F: 3 clusters Score -7086373 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -7088310.500000 Penalty: 3554.331787
	Iteration 6F: 3 clusters Score -7088310 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -7090735.500000 Penalty: 3554.331787
	Iteration 7F: 3 clusters Score -7090736 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -7093470.000000 Penalty: 3554.331787
	Iteration 8F: 3 clusters Score -7093470 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -7096316.000000 Penalty: 3554.331787
	Iteration 9F: 3 clusters Score -7096316 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -7099061.000000 Penalty: 3554.331787
	Iteration 10F: 3 clusters Score -7099061 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -7101300.000000 Penalty: 3554.331787
	Iteration 11Q: 3 clusters Score -7101300 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -7102664.000000 Penalty: 3554.331787
	Iteration 12Q: 3 clusters Score -7102664 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -7103327.000000 Penalty: 3554.331787
	Iteration 13Q: 3 clusters Score -7103327 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -7103570.000000 Penalty: 3554.331787
	Iteration 14Q: 3 clusters Score -7103570 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -7103692.000000 Penalty: 3554.331787
	Iteration 15Q: 3 clusters Score -7103692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -7103751.000000 Penalty: 3554.331787
	Iteration 16Q: 3 clusters Score -7103751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -7103780.000000 Penalty: 3554.331787
	Iteration 17Q: 3 clusters Score -7103780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -7103799.000000 Penalty: 3554.331787
	Iteration 18Q: 3 clusters Score -7103799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -7103818.000000 Penalty: 3554.331787
	Iteration 19Q: 3 clusters Score -7103818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -7103831.000000 Penalty: 3554.331787
	Iteration 20F: 3 clusters Score -7103831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -7103843.500000 Penalty: 3554.331787
	Iteration 21Q: 3 clusters Score -7103844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -7103847.500000 Penalty: 3554.331787
	Iteration 22Q: 3 clusters Score -7103848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -7103854.000000 Penalty: 3554.331787
	Iteration 23Q: 3 clusters Score -7103854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -7103849.000000 Penalty: 3554.331787
	Iteration 24Q: 3 clusters Score -7103849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -7103848.500000 Penalty: 3554.331787
	Iteration 25Q: 3 clusters Score -7103848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -7103851.000000 Penalty: 3554.331787
	Iteration 26Q: 3 clusters Score -7103851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -7103857.000000 Penalty: 3554.331787
	Iteration 27Q: 3 clusters Score -7103857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -7103856.500000 Penalty: 3554.331787
	Iteration 28Q: 3 clusters Score -7103856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -7103856.500000 Penalty: 3554.331787
	Iteration 29F: 3 clusters Score -7103856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -315128.656250 Penalty: 1278.715698
	Iteration 0F: 2 clusters Score -315128.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -312693.781250 Penalty: 2557.431396
	Iteration 0F: 3 clusters Score -312693.8 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -313290.250000 Penalty: 2557.431396
	Iteration 1F: 3 clusters Score -313290.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -313452.937500 Penalty: 2557.431396
	Iteration 2F: 3 clusters Score -313452.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -313541.937500 Penalty: 2557.431396
	Iteration 3F: 3 clusters Score -313541.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -313617.062500 Penalty: 2557.431396
	Iteration 4Q: 3 clusters Score -313617.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -313671.375000 Penalty: 2557.431396
	Iteration 5Q: 3 clusters Score -313671.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -313721.812500 Penalty: 2557.431396
	Iteration 6Q: 3 clusters Score -313721.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -313771.187500 Penalty: 2557.431396
	Iteration 7Q: 3 clusters Score -313771.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -313830.250000 Penalty: 2557.431396
	Iteration 8Q: 3 clusters Score -313830.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -313897.875000 Penalty: 2557.431396
	Iteration 9Q: 3 clusters Score -313897.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -313960.875000 Penalty: 2557.431396
	Iteration 10Q: 3 clusters Score -313960.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -313999.000000 Penalty: 2557.431396
	Iteration 11Q: 3 clusters Score -313999 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -314035.406250 Penalty: 2557.431396
	Iteration 12Q: 3 clusters Score -314035.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -314061.968750 Penalty: 2557.431396
	Iteration 13Q: 3 clusters Score -314062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -314083.375000 Penalty: 2557.431396
	Iteration 14Q: 3 clusters Score -314083.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -314100.187500 Penalty: 2557.431396
	Iteration 15Q: 3 clusters Score -314100.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -314113.781250 Penalty: 2557.431396
	Iteration 16Q: 3 clusters Score -314113.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -314123.125000 Penalty: 2557.431396
	Iteration 17Q: 3 clusters Score -314123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -314127.500000 Penalty: 2557.431396
	Iteration 18Q: 3 clusters Score -314127.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -314134.843750 Penalty: 2557.431396
	Iteration 19Q: 3 clusters Score -314134.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -314142.750000 Penalty: 2557.431396
	Iteration 20F: 3 clusters Score -314142.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -314146.312500 Penalty: 2557.431396
	Iteration 21Q: 3 clusters Score -314146.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -314149.093750 Penalty: 2557.431396
	Iteration 22Q: 3 clusters Score -314149.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -314152.187500 Penalty: 2557.431396
	Iteration 23Q: 3 clusters Score -314152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -314154.281250 Penalty: 2557.431396
	Iteration 24Q: 3 clusters Score -314154.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -314159.312500 Penalty: 2557.431396
	Iteration 25Q: 3 clusters Score -314159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -314161.593750 Penalty: 2557.431396
	Iteration 26Q: 3 clusters Score -314161.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -314169.562500 Penalty: 2557.431396
	Iteration 27Q: 3 clusters Score -314169.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -314176.875000 Penalty: 2557.431396
	Iteration 28Q: 3 clusters Score -314176.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -314183.437500 Penalty: 2557.431396
	Iteration 29Q: 3 clusters Score -314183.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -314192.125000 Penalty: 2557.431396
	Iteration 30Q: 3 clusters Score -314192.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -314196.656250 Penalty: 2557.431396
	Iteration 31Q: 3 clusters Score -314196.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -314199.718750 Penalty: 2557.431396
	Iteration 32Q: 3 clusters Score -314199.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -314205.437500 Penalty: 2557.431396
	Iteration 33Q: 3 clusters Score -314205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -314209.906250 Penalty: 2557.431396
	Iteration 34Q: 3 clusters Score -314209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -314210.625000 Penalty: 2557.431396
	Iteration 35Q: 3 clusters Score -314210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -314211.906250 Penalty: 2557.431396
	Iteration 36Q: 3 clusters Score -314211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -314212.687500 Penalty: 2557.431396
	Iteration 37Q: 3 clusters Score -314212.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -314212.718750 Penalty: 2557.431396
	Iteration 38Q: 3 clusters Score -314212.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -314212.718750 Penalty: 2557.431396
	Iteration 39F: 3 clusters Score -314212.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -24167.898438 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -24167.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23385.804688 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -23385.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23493.519531 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -23493.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23514.074219 Penalty: 1765.959717
	Iteration 2Q: 3 clusters Score -23514.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23520.765625 Penalty: 1765.959717
	Iteration 3Q: 3 clusters Score -23520.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23528.166016 Penalty: 1765.959717
	Iteration 4Q: 3 clusters Score -23528.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23542.830078 Penalty: 1765.959717
	Iteration 5Q: 3 clusters Score -23542.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23555.632812 Penalty: 1765.959717
	Iteration 6Q: 3 clusters Score -23555.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23583.439453 Penalty: 1765.959717
	Iteration 7Q: 3 clusters Score -23583.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23589.378906 Penalty: 1765.959717
	Iteration 8Q: 3 clusters Score -23589.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23593.451172 Penalty: 1765.959717
	Iteration 9Q: 3 clusters Score -23593.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23594.173828 Penalty: 1765.959717
	Iteration 10Q: 3 clusters Score -23594.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23594.173828 Penalty: 1765.959717
	Iteration 11F: 3 clusters Score -23594.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Entering Unmasked Estep 
Score: -406159.218750 Penalty: 1339.874878
	Iteration 0F: 2 clusters Score -406159.2 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 1895 members 
Entering Unmasked Estep 
Score: -402992.218750 Penalty: 2679.749756
	Iteration 0F: 3 clusters Score -402992.2 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -404016.968750 Penalty: 2679.749756
	Iteration 1F: 3 clusters Score -404017 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -404261.781250 Penalty: 2679.749756
	Iteration 2F: 3 clusters Score -404261.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -404414.156250 Penalty: 2679.749756
	Iteration 3F: 3 clusters Score -404414.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -404553.187500 Penalty: 2679.749756
	Iteration 4F: 3 clusters Score -404553.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -404663.718750 Penalty: 2679.749756
	Iteration 5Q: 3 clusters Score -404663.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -404776.437500 Penalty: 2679.749756
	Iteration 6Q: 3 clusters Score -404776.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -404857.437500 Penalty: 2679.749756
	Iteration 7Q: 3 clusters Score -404857.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -404924.625000 Penalty: 2679.749756
	Iteration 8Q: 3 clusters Score -404924.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -404989.062500 Penalty: 2679.749756
	Iteration 9Q: 3 clusters Score -404989.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -405051.906250 Penalty: 2679.749756
	Iteration 10Q: 3 clusters Score -405051.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -405115.406250 Penalty: 2679.749756
	Iteration 11Q: 3 clusters Score -405115.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -405162.218750 Penalty: 2679.749756
	Iteration 12Q: 3 clusters Score -405162.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -405187.218750 Penalty: 2679.749756
	Iteration 13Q: 3 clusters Score -405187.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -405208.937500 Penalty: 2679.749756
	Iteration 14Q: 3 clusters Score -405208.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -405229.312500 Penalty: 2679.749756
	Iteration 15Q: 3 clusters Score -405229.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -405250.812500 Penalty: 2679.749756
	Iteration 16Q: 3 clusters Score -405250.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -405271.406250 Penalty: 2679.749756
	Iteration 17Q: 3 clusters Score -405271.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -405289.125000 Penalty: 2679.749756
	Iteration 18Q: 3 clusters Score -405289.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -405302.875000 Penalty: 2679.749756
	Iteration 19Q: 3 clusters Score -405302.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -405318.593750 Penalty: 2679.749756
	Iteration 20F: 3 clusters Score -405318.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -405347.468750 Penalty: 2679.749756
	Iteration 21Q: 3 clusters Score -405347.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -405379.468750 Penalty: 2679.749756
	Iteration 22Q: 3 clusters Score -405379.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -405400.156250 Penalty: 2679.749756
	Iteration 23Q: 3 clusters Score -405400.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -405430.468750 Penalty: 2679.749756
	Iteration 24Q: 3 clusters Score -405430.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -405458.000000 Penalty: 2679.749756
	Iteration 25Q: 3 clusters Score -405458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -405481.562500 Penalty: 2679.749756
	Iteration 26Q: 3 clusters Score -405481.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -405500.843750 Penalty: 2679.749756
	Iteration 27Q: 3 clusters Score -405500.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -405526.281250 Penalty: 2679.749756
	Iteration 28Q: 3 clusters Score -405526.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -405570.531250 Penalty: 2679.749756
	Iteration 29Q: 3 clusters Score -405570.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -405617.625000 Penalty: 2679.749756
	Iteration 30Q: 3 clusters Score -405617.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -405646.093750 Penalty: 2679.749756
	Iteration 31Q: 3 clusters Score -405646.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -405679.125000 Penalty: 2679.749756
	Iteration 32Q: 3 clusters Score -405679.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -405715.437500 Penalty: 2679.749756
	Iteration 33Q: 3 clusters Score -405715.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -405749.500000 Penalty: 2679.749756
	Iteration 34Q: 3 clusters Score -405749.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -405777.687500 Penalty: 2679.749756
	Iteration 35Q: 3 clusters Score -405777.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -405800.718750 Penalty: 2679.749756
	Iteration 36Q: 3 clusters Score -405800.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -405823.531250 Penalty: 2679.749756
	Iteration 37Q: 3 clusters Score -405823.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -405851.406250 Penalty: 2679.749756
	Iteration 38Q: 3 clusters Score -405851.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -405872.312500 Penalty: 2679.749756
	Iteration 39Q: 3 clusters Score -405872.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -405889.250000 Penalty: 2679.749756
	Iteration 40F: 3 clusters Score -405889.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -405905.343750 Penalty: 2679.749756
	Iteration 41Q: 3 clusters Score -405905.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -405914.906250 Penalty: 2679.749756
	Iteration 42Q: 3 clusters Score -405914.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -405920.781250 Penalty: 2679.749756
	Iteration 43Q: 3 clusters Score -405920.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -405923.562500 Penalty: 2679.749756
	Iteration 44Q: 3 clusters Score -405923.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -405925.468750 Penalty: 2679.749756
	Iteration 45Q: 3 clusters Score -405925.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -405926.531250 Penalty: 2679.749756
	Iteration 46Q: 3 clusters Score -405926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -405929.468750 Penalty: 2679.749756
	Iteration 47Q: 3 clusters Score -405929.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -405934.375000 Penalty: 2679.749756
	Iteration 48Q: 3 clusters Score -405934.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -405936.468750 Penalty: 2679.749756
	Iteration 49Q: 3 clusters Score -405936.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -405939.375000 Penalty: 2679.749756
	Iteration 50Q: 3 clusters Score -405939.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -405941.500000 Penalty: 2679.749756
	Iteration 51Q: 3 clusters Score -405941.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -405943.156250 Penalty: 2679.749756
	Iteration 52Q: 3 clusters Score -405943.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -405944.656250 Penalty: 2679.749756
	Iteration 53Q: 3 clusters Score -405944.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -405945.093750 Penalty: 2679.749756
	Iteration 54Q: 3 clusters Score -405945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -405945.781250 Penalty: 2679.749756
	Iteration 55Q: 3 clusters Score -405945.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -405946.250000 Penalty: 2679.749756
	Iteration 56Q: 3 clusters Score -405946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -405948.156250 Penalty: 2679.749756
	Iteration 57Q: 3 clusters Score -405948.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -405952.250000 Penalty: 2679.749756
	Iteration 58Q: 3 clusters Score -405952.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -405954.593750 Penalty: 2679.749756
	Iteration 59Q: 3 clusters Score -405954.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -405956.281250 Penalty: 2679.749756
	Iteration 60F: 3 clusters Score -405956.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -405957.500000 Penalty: 2679.749756
	Iteration 61Q: 3 clusters Score -405957.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -405959.968750 Penalty: 2679.749756
	Iteration 62Q: 3 clusters Score -405960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -405960.812500 Penalty: 2679.749756
	Iteration 63Q: 3 clusters Score -405960.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -405962.406250 Penalty: 2679.749756
	Iteration 64Q: 3 clusters Score -405962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -405962.062500 Penalty: 2679.749756
	Iteration 65Q: 3 clusters Score -405962.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -405962.343750 Penalty: 2679.749756
	Iteration 66Q: 3 clusters Score -405962.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -405963.250000 Penalty: 2679.749756
	Iteration 67Q: 3 clusters Score -405963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -405963.687500 Penalty: 2679.749756
	Iteration 68Q: 3 clusters Score -405963.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -405963.687500 Penalty: 2679.749756
	Iteration 69F: 3 clusters Score -405963.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Entering Unmasked Estep 
Score: -555616.562500 Penalty: 1376.867676
	Iteration 0F: 2 clusters Score -555616.6 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 2344 members 
Entering Unmasked Estep 
Score: -551898.500000 Penalty: 2753.735352
	Iteration 0F: 3 clusters Score -551898.5 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -553220.937500 Penalty: 2753.735352
	Iteration 1F: 3 clusters Score -553220.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -553598.250000 Penalty: 2753.735352
	Iteration 2F: 3 clusters Score -553598.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -553847.812500 Penalty: 2753.735352
	Iteration 3F: 3 clusters Score -553847.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -554029.437500 Penalty: 2753.735352
	Iteration 4F: 3 clusters Score -554029.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -554159.687500 Penalty: 2753.735352
	Iteration 5Q: 3 clusters Score -554159.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -554251.687500 Penalty: 2753.735352
	Iteration 6Q: 3 clusters Score -554251.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -554321.625000 Penalty: 2753.735352
	Iteration 7Q: 3 clusters Score -554321.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -554392.312500 Penalty: 2753.735352
	Iteration 8Q: 3 clusters Score -554392.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -554461.312500 Penalty: 2753.735352
	Iteration 9Q: 3 clusters Score -554461.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -554509.125000 Penalty: 2753.735352
	Iteration 10Q: 3 clusters Score -554509.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -554566.750000 Penalty: 2753.735352
	Iteration 11Q: 3 clusters Score -554566.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -554613.187500 Penalty: 2753.735352
	Iteration 12Q: 3 clusters Score -554613.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -554644.375000 Penalty: 2753.735352
	Iteration 13Q: 3 clusters Score -554644.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -554678.562500 Penalty: 2753.735352
	Iteration 14Q: 3 clusters Score -554678.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -554712.500000 Penalty: 2753.735352
	Iteration 15Q: 3 clusters Score -554712.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -554741.687500 Penalty: 2753.735352
	Iteration 16Q: 3 clusters Score -554741.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -554769.812500 Penalty: 2753.735352
	Iteration 17Q: 3 clusters Score -554769.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -554794.187500 Penalty: 2753.735352
	Iteration 18Q: 3 clusters Score -554794.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -554814.875000 Penalty: 2753.735352
	Iteration 19Q: 3 clusters Score -554814.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -554830.062500 Penalty: 2753.735352
	Iteration 20F: 3 clusters Score -554830.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -554842.062500 Penalty: 2753.735352
	Iteration 21Q: 3 clusters Score -554842.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -554852.750000 Penalty: 2753.735352
	Iteration 22Q: 3 clusters Score -554852.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -554868.000000 Penalty: 2753.735352
	Iteration 23Q: 3 clusters Score -554868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -554884.062500 Penalty: 2753.735352
	Iteration 24Q: 3 clusters Score -554884.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -554896.625000 Penalty: 2753.735352
	Iteration 25Q: 3 clusters Score -554896.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -554913.562500 Penalty: 2753.735352
	Iteration 26Q: 3 clusters Score -554913.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -554929.187500 Penalty: 2753.735352
	Iteration 27Q: 3 clusters Score -554929.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -554943.875000 Penalty: 2753.735352
	Iteration 28Q: 3 clusters Score -554943.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -554949.687500 Penalty: 2753.735352
	Iteration 29Q: 3 clusters Score -554949.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -554953.250000 Penalty: 2753.735352
	Iteration 30Q: 3 clusters Score -554953.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -554956.625000 Penalty: 2753.735352
	Iteration 31Q: 3 clusters Score -554956.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -554958.875000 Penalty: 2753.735352
	Iteration 32Q: 3 clusters Score -554958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -554958.875000 Penalty: 2753.735352
	Iteration 33Q: 3 clusters Score -554958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -554958.687500 Penalty: 2753.735352
	Iteration 34Q: 3 clusters Score -554958.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -554958.687500 Penalty: 2753.735352
	Iteration 35F: 3 clusters Score -554958.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (30402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Entering Unmasked Estep 
Score: -3850317.250000 Penalty: 1677.367798
	Iteration 0F: 2 clusters Score -3850317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -3829829.000000 Penalty: 3354.735596
	Iteration 0F: 3 clusters Score -3829829 nChanged 14125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3837788.250000 Penalty: 3354.735596
	Iteration 1F: 3 clusters Score -3837788 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3838326.000000 Penalty: 3354.735596
	Iteration 2Q: 3 clusters Score -3838326 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3838987.250000 Penalty: 3354.735596
	Iteration 3F: 3 clusters Score -3838987 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -3839942.750000 Penalty: 3354.735596
	Iteration 4F: 3 clusters Score -3839943 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3841296.250000 Penalty: 3354.735596
	Iteration 5F: 3 clusters Score -3841296 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -3843082.750000 Penalty: 3354.735596
	Iteration 6F: 3 clusters Score -3843083 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3844911.250000 Penalty: 3354.735596
	Iteration 7F: 3 clusters Score -3844911 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3846300.500000 Penalty: 3354.735596
	Iteration 8F: 3 clusters Score -3846300 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3847224.250000 Penalty: 3354.735596
	Iteration 9Q: 3 clusters Score -3847224 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3847874.250000 Penalty: 3354.735596
	Iteration 10Q: 3 clusters Score -3847874 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3848224.000000 Penalty: 3354.735596
	Iteration 11Q: 3 clusters Score -3848224 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3848463.000000 Penalty: 3354.735596
	Iteration 12Q: 3 clusters Score -3848463 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3848600.750000 Penalty: 3354.735596
	Iteration 13Q: 3 clusters Score -3848601 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3848718.250000 Penalty: 3354.735596
	Iteration 14Q: 3 clusters Score -3848718 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3848788.000000 Penalty: 3354.735596
	Iteration 15Q: 3 clusters Score -3848788 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3848829.500000 Penalty: 3354.735596
	Iteration 16Q: 3 clusters Score -3848830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3848856.000000 Penalty: 3354.735596
	Iteration 17Q: 3 clusters Score -3848856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3848874.250000 Penalty: 3354.735596
	Iteration 18Q: 3 clusters Score -3848874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3848885.750000 Penalty: 3354.735596
	Iteration 19Q: 3 clusters Score -3848886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3848894.750000 Penalty: 3354.735596
	Iteration 20F: 3 clusters Score -3848895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3848902.500000 Penalty: 3354.735596
	Iteration 21Q: 3 clusters Score -3848902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3848906.500000 Penalty: 3354.735596
	Iteration 22Q: 3 clusters Score -3848906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3848916.000000 Penalty: 3354.735596
	Iteration 23Q: 3 clusters Score -3848916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3848910.500000 Penalty: 3354.735596
	Iteration 24Q: 3 clusters Score -3848910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3848916.250000 Penalty: 3354.735596
	Iteration 25Q: 3 clusters Score -3848916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3848911.750000 Penalty: 3354.735596
	Iteration 26Q: 3 clusters Score -3848912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3848914.000000 Penalty: 3354.735596
	Iteration 27Q: 3 clusters Score -3848914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3848917.250000 Penalty: 3354.735596
	Iteration 28Q: 3 clusters Score -3848917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3848921.750000 Penalty: 3354.735596
	Iteration 29Q: 3 clusters Score -3848922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3848926.000000 Penalty: 3354.735596
	Iteration 30Q: 3 clusters Score -3848926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3848925.500000 Penalty: 3354.735596
	Iteration 31Q: 3 clusters Score -3848926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3848925.500000 Penalty: 3354.735596
	Iteration 32F: 3 clusters Score -3848926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Entering Unmasked Estep 
Score: -823929.500000 Penalty: 1426.927856
	Iteration 0F: 2 clusters Score -823929.5 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 3260 members 
Entering Unmasked Estep 
Score: -818974.187500 Penalty: 2853.855713
	Iteration 0F: 3 clusters Score -818974.2 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -820488.312500 Penalty: 2853.855713
	Iteration 1F: 3 clusters Score -820488.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -820763.500000 Penalty: 2853.855713
	Iteration 2F: 3 clusters Score -820763.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -821005.125000 Penalty: 2853.855713
	Iteration 3F: 3 clusters Score -821005.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -821192.125000 Penalty: 2853.855713
	Iteration 4F: 3 clusters Score -821192.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -821313.562500 Penalty: 2853.855713
	Iteration 5Q: 3 clusters Score -821313.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -821442.812500 Penalty: 2853.855713
	Iteration 6Q: 3 clusters Score -821442.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -821578.562500 Penalty: 2853.855713
	Iteration 7Q: 3 clusters Score -821578.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -821699.750000 Penalty: 2853.855713
	Iteration 8Q: 3 clusters Score -821699.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -821811.875000 Penalty: 2853.855713
	Iteration 9Q: 3 clusters Score -821811.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -821911.875000 Penalty: 2853.855713
	Iteration 10Q: 3 clusters Score -821911.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -821994.437500 Penalty: 2853.855713
	Iteration 11Q: 3 clusters Score -821994.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -822062.312500 Penalty: 2853.855713
	Iteration 12Q: 3 clusters Score -822062.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -822144.375000 Penalty: 2853.855713
	Iteration 13Q: 3 clusters Score -822144.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -822244.375000 Penalty: 2853.855713
	Iteration 14Q: 3 clusters Score -822244.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -822349.000000 Penalty: 2853.855713
	Iteration 15Q: 3 clusters Score -822349 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -822458.000000 Penalty: 2853.855713
	Iteration 16Q: 3 clusters Score -822458 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -822562.875000 Penalty: 2853.855713
	Iteration 17Q: 3 clusters Score -822562.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -822669.937500 Penalty: 2853.855713
	Iteration 18Q: 3 clusters Score -822669.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -822785.875000 Penalty: 2853.855713
	Iteration 19Q: 3 clusters Score -822785.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -822888.437500 Penalty: 2853.855713
	Iteration 20F: 3 clusters Score -822888.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -822989.625000 Penalty: 2853.855713
	Iteration 21Q: 3 clusters Score -822989.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -823065.250000 Penalty: 2853.855713
	Iteration 22Q: 3 clusters Score -823065.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -823133.187500 Penalty: 2853.855713
	Iteration 23Q: 3 clusters Score -823133.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -823183.937500 Penalty: 2853.855713
	Iteration 24Q: 3 clusters Score -823183.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -823227.750000 Penalty: 2853.855713
	Iteration 25Q: 3 clusters Score -823227.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -823266.937500 Penalty: 2853.855713
	Iteration 26Q: 3 clusters Score -823266.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -823294.250000 Penalty: 2853.855713
	Iteration 27Q: 3 clusters Score -823294.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -823324.812500 Penalty: 2853.855713
	Iteration 28Q: 3 clusters Score -823324.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -823352.875000 Penalty: 2853.855713
	Iteration 29Q: 3 clusters Score -823352.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -823370.437500 Penalty: 2853.855713
	Iteration 30Q: 3 clusters Score -823370.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -823386.625000 Penalty: 2853.855713
	Iteration 31Q: 3 clusters Score -823386.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -823399.437500 Penalty: 2853.855713
	Iteration 32Q: 3 clusters Score -823399.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -823403.000000 Penalty: 2853.855713
	Iteration 33Q: 3 clusters Score -823403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -823403.750000 Penalty: 2853.855713
	Iteration 34Q: 3 clusters Score -823403.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -823404.125000 Penalty: 2853.855713
	Iteration 35Q: 3 clusters Score -823404.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -823406.375000 Penalty: 2853.855713
	Iteration 36Q: 3 clusters Score -823406.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -823410.062500 Penalty: 2853.855713
	Iteration 37Q: 3 clusters Score -823410.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -823413.687500 Penalty: 2853.855713
	Iteration 38Q: 3 clusters Score -823413.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -823414.062500 Penalty: 2853.855713
	Iteration 39Q: 3 clusters Score -823414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -823416.812500 Penalty: 2853.855713
	Iteration 40F: 3 clusters Score -823416.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -823419.500000 Penalty: 2853.855713
	Iteration 41Q: 3 clusters Score -823419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -823421.687500 Penalty: 2853.855713
	Iteration 42Q: 3 clusters Score -823421.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -823422.687500 Penalty: 2853.855713
	Iteration 43Q: 3 clusters Score -823422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -823422.687500 Penalty: 2853.855713
	Iteration 44Q: 3 clusters Score -823422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -823423.500000 Penalty: 2853.855713
	Iteration 45Q: 3 clusters Score -823423.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -823426.125000 Penalty: 2853.855713
	Iteration 46Q: 3 clusters Score -823426.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -823425.750000 Penalty: 2853.855713
	Iteration 47Q: 3 clusters Score -823425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -823426.500000 Penalty: 2853.855713
	Iteration 48Q: 3 clusters Score -823426.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -823426.500000 Penalty: 2853.855713
	Iteration 49F: 3 clusters Score -823426.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (121428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121428 members 
Entering Unmasked Estep 
Score: -15543954.000000 Penalty: 1902.400024
	Iteration 0F: 2 clusters Score -1.554395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -15464604.000000 Penalty: 3804.800049
	Iteration 0F: 3 clusters Score -1.54646e+07 nChanged 58475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63273 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -15499666.000000 Penalty: 3804.800049
	Iteration 1F: 3 clusters Score -1.549967e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64613 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -15500818.000000 Penalty: 3804.800049
	Iteration 2Q: 3 clusters Score -1.550082e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -15502440.000000 Penalty: 3804.800049
	Iteration 3Q: 3 clusters Score -1.550244e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -15504296.000000 Penalty: 3804.800049
	Iteration 4Q: 3 clusters Score -1.55043e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -15506310.000000 Penalty: 3804.800049
	Iteration 5Q: 3 clusters Score -1.550631e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76936 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -15508837.000000 Penalty: 3804.800049
	Iteration 6F: 3 clusters Score -1.550884e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82103 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -15511536.000000 Penalty: 3804.800049
	Iteration 7F: 3 clusters Score -1.551154e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87871 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -15514859.000000 Penalty: 3804.800049
	Iteration 8F: 3 clusters Score -1.551486e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94077 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -15518757.000000 Penalty: 3804.800049
	Iteration 9F: 3 clusters Score -1.551876e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100120 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -15523228.000000 Penalty: 3804.800049
	Iteration 10F: 3 clusters Score -1.552323e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105514 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -15527647.000000 Penalty: 3804.800049
	Iteration 11Q: 3 clusters Score -1.552765e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109816 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -15531876.000000 Penalty: 3804.800049
	Iteration 12Q: 3 clusters Score -1.553188e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113068 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -15536058.000000 Penalty: 3804.800049
	Iteration 13Q: 3 clusters Score -1.553606e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115645 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -15538518.000000 Penalty: 3804.800049
	Iteration 14Q: 3 clusters Score -1.553852e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117510 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -15539864.000000 Penalty: 3804.800049
	Iteration 15Q: 3 clusters Score -1.553986e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118862 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -15540834.000000 Penalty: 3804.800049
	Iteration 16Q: 3 clusters Score -1.554083e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119748 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -15541385.000000 Penalty: 3804.800049
	Iteration 17Q: 3 clusters Score -1.554138e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120322 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -15541728.000000 Penalty: 3804.800049
	Iteration 18Q: 3 clusters Score -1.554173e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120627 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -15541939.000000 Penalty: 3804.800049
	Iteration 19Q: 3 clusters Score -1.554194e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120796 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -15542054.000000 Penalty: 3804.800049
	Iteration 20F: 3 clusters Score -1.554205e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120897 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -15542104.000000 Penalty: 3804.800049
	Iteration 21Q: 3 clusters Score -1.55421e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120948 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15542145.000000 Penalty: 3804.800049
	Iteration 22Q: 3 clusters Score -1.554214e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120996 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -15542179.000000 Penalty: 3804.800049
	Iteration 23Q: 3 clusters Score -1.554218e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121022 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -15542202.000000 Penalty: 3804.800049
	Iteration 24Q: 3 clusters Score -1.55422e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121042 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -15542221.000000 Penalty: 3804.800049
	Iteration 25Q: 3 clusters Score -1.554222e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121061 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -15542231.000000 Penalty: 3804.800049
	Iteration 26Q: 3 clusters Score -1.554223e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121075 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -15542249.000000 Penalty: 3804.800049
	Iteration 27Q: 3 clusters Score -1.554225e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121090 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -15542272.000000 Penalty: 3804.800049
	Iteration 28Q: 3 clusters Score -1.554227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121100 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -15542287.000000 Penalty: 3804.800049
	Iteration 29Q: 3 clusters Score -1.554229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121107 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -15542299.000000 Penalty: 3804.800049
	Iteration 30Q: 3 clusters Score -1.55423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121110 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -15542293.000000 Penalty: 3804.800049
	Iteration 31Q: 3 clusters Score -1.554229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121112 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -15542311.000000 Penalty: 3804.800049
	Iteration 32Q: 3 clusters Score -1.554231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121112 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -15542311.000000 Penalty: 3804.800049
	Iteration 33F: 3 clusters Score -1.554231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Entering Unmasked Estep 
Score: -803820.500000 Penalty: 1423.726440
	Iteration 0F: 2 clusters Score -803820.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -798969.750000 Penalty: 2847.452881
	Iteration 0F: 3 clusters Score -798969.8 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -800392.125000 Penalty: 2847.452881
	Iteration 1F: 3 clusters Score -800392.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -800560.125000 Penalty: 2847.452881
	Iteration 2F: 3 clusters Score -800560.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -800683.687500 Penalty: 2847.452881
	Iteration 3Q: 3 clusters Score -800683.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -800807.500000 Penalty: 2847.452881
	Iteration 4Q: 3 clusters Score -800807.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -800927.625000 Penalty: 2847.452881
	Iteration 5Q: 3 clusters Score -800927.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -801046.500000 Penalty: 2847.452881
	Iteration 6Q: 3 clusters Score -801046.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -801142.750000 Penalty: 2847.452881
	Iteration 7Q: 3 clusters Score -801142.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -801235.000000 Penalty: 2847.452881
	Iteration 8Q: 3 clusters Score -801235 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -801323.375000 Penalty: 2847.452881
	Iteration 9Q: 3 clusters Score -801323.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -801407.750000 Penalty: 2847.452881
	Iteration 10Q: 3 clusters Score -801407.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -801507.125000 Penalty: 2847.452881
	Iteration 11Q: 3 clusters Score -801507.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -801609.937500 Penalty: 2847.452881
	Iteration 12Q: 3 clusters Score -801609.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -801718.000000 Penalty: 2847.452881
	Iteration 13Q: 3 clusters Score -801718 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -801875.750000 Penalty: 2847.452881
	Iteration 14Q: 3 clusters Score -801875.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -802038.562500 Penalty: 2847.452881
	Iteration 15Q: 3 clusters Score -802038.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -802188.750000 Penalty: 2847.452881
	Iteration 16Q: 3 clusters Score -802188.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -802325.562500 Penalty: 2847.452881
	Iteration 17Q: 3 clusters Score -802325.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -802420.062500 Penalty: 2847.452881
	Iteration 18Q: 3 clusters Score -802420.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -802496.187500 Penalty: 2847.452881
	Iteration 19Q: 3 clusters Score -802496.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -802552.562500 Penalty: 2847.452881
	Iteration 20F: 3 clusters Score -802552.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -802602.937500 Penalty: 2847.452881
	Iteration 21Q: 3 clusters Score -802602.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -802642.062500 Penalty: 2847.452881
	Iteration 22Q: 3 clusters Score -802642.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -802669.187500 Penalty: 2847.452881
	Iteration 23Q: 3 clusters Score -802669.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -802699.562500 Penalty: 2847.452881
	Iteration 24Q: 3 clusters Score -802699.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -802737.625000 Penalty: 2847.452881
	Iteration 25Q: 3 clusters Score -802737.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -802768.250000 Penalty: 2847.452881
	Iteration 26Q: 3 clusters Score -802768.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -802791.062500 Penalty: 2847.452881
	Iteration 27Q: 3 clusters Score -802791.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -802808.437500 Penalty: 2847.452881
	Iteration 28Q: 3 clusters Score -802808.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -802819.125000 Penalty: 2847.452881
	Iteration 29Q: 3 clusters Score -802819.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -802827.375000 Penalty: 2847.452881
	Iteration 30Q: 3 clusters Score -802827.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -802834.125000 Penalty: 2847.452881
	Iteration 31Q: 3 clusters Score -802834.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -802843.312500 Penalty: 2847.452881
	Iteration 32Q: 3 clusters Score -802843.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -802859.062500 Penalty: 2847.452881
	Iteration 33Q: 3 clusters Score -802859.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -802879.750000 Penalty: 2847.452881
	Iteration 34Q: 3 clusters Score -802879.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -802898.562500 Penalty: 2847.452881
	Iteration 35Q: 3 clusters Score -802898.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -802908.312500 Penalty: 2847.452881
	Iteration 36Q: 3 clusters Score -802908.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -802912.250000 Penalty: 2847.452881
	Iteration 37Q: 3 clusters Score -802912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -802915.937500 Penalty: 2847.452881
	Iteration 38Q: 3 clusters Score -802915.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -802921.875000 Penalty: 2847.452881
	Iteration 39Q: 3 clusters Score -802921.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -802925.437500 Penalty: 2847.452881
	Iteration 40F: 3 clusters Score -802925.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -802930.375000 Penalty: 2847.452881
	Iteration 41Q: 3 clusters Score -802930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -802933.250000 Penalty: 2847.452881
	Iteration 42Q: 3 clusters Score -802933.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -802937.500000 Penalty: 2847.452881
	Iteration 43Q: 3 clusters Score -802937.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -802942.500000 Penalty: 2847.452881
	Iteration 44Q: 3 clusters Score -802942.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -802947.000000 Penalty: 2847.452881
	Iteration 45Q: 3 clusters Score -802947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -802954.937500 Penalty: 2847.452881
	Iteration 46Q: 3 clusters Score -802954.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -802961.000000 Penalty: 2847.452881
	Iteration 47Q: 3 clusters Score -802961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -802965.312500 Penalty: 2847.452881
	Iteration 48Q: 3 clusters Score -802965.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -802969.312500 Penalty: 2847.452881
	Iteration 49Q: 3 clusters Score -802969.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -802972.312500 Penalty: 2847.452881
	Iteration 50Q: 3 clusters Score -802972.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -802972.500000 Penalty: 2847.452881
	Iteration 51Q: 3 clusters Score -802972.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -802972.500000 Penalty: 2847.452881
	Iteration 52F: 3 clusters Score -802972.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Entering Unmasked Estep 
Score: -2375544.000000 Penalty: 1598.603760
	Iteration 0F: 2 clusters Score -2375544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2362749.750000 Penalty: 3197.207520
	Iteration 0F: 3 clusters Score -2362750 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2367224.000000 Penalty: 3197.207520
	Iteration 1F: 3 clusters Score -2367224 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2367500.250000 Penalty: 3197.207520
	Iteration 2Q: 3 clusters Score -2367500 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2367763.750000 Penalty: 3197.207520
	Iteration 3Q: 3 clusters Score -2367764 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2368046.500000 Penalty: 3197.207520
	Iteration 4Q: 3 clusters Score -2368046 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2368358.250000 Penalty: 3197.207520
	Iteration 5Q: 3 clusters Score -2368358 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2368791.250000 Penalty: 3197.207520
	Iteration 6Q: 3 clusters Score -2368791 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2369330.750000 Penalty: 3197.207520
	Iteration 7F: 3 clusters Score -2369331 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2370037.000000 Penalty: 3197.207520
	Iteration 8F: 3 clusters Score -2370037 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2370913.000000 Penalty: 3197.207520
	Iteration 9F: 3 clusters Score -2370913 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2371837.500000 Penalty: 3197.207520
	Iteration 10F: 3 clusters Score -2371838 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2372688.250000 Penalty: 3197.207520
	Iteration 11F: 3 clusters Score -2372688 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2373305.000000 Penalty: 3197.207520
	Iteration 12Q: 3 clusters Score -2373305 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2373663.500000 Penalty: 3197.207520
	Iteration 13Q: 3 clusters Score -2373664 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2373860.500000 Penalty: 3197.207520
	Iteration 14Q: 3 clusters Score -2373860 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2373963.500000 Penalty: 3197.207520
	Iteration 15Q: 3 clusters Score -2373964 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2374052.750000 Penalty: 3197.207520
	Iteration 16Q: 3 clusters Score -2374053 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2374100.750000 Penalty: 3197.207520
	Iteration 17Q: 3 clusters Score -2374101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2374126.250000 Penalty: 3197.207520
	Iteration 18Q: 3 clusters Score -2374126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2374154.500000 Penalty: 3197.207520
	Iteration 19Q: 3 clusters Score -2374154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2374164.500000 Penalty: 3197.207520
	Iteration 20F: 3 clusters Score -2374164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2374170.500000 Penalty: 3197.207520
	Iteration 21Q: 3 clusters Score -2374170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2374178.000000 Penalty: 3197.207520
	Iteration 22Q: 3 clusters Score -2374178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2374182.000000 Penalty: 3197.207520
	Iteration 23Q: 3 clusters Score -2374182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2374182.500000 Penalty: 3197.207520
	Iteration 24Q: 3 clusters Score -2374182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2374182.500000 Penalty: 3197.207520
	Iteration 25F: 3 clusters Score -2374182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Entering Unmasked Estep 
Score: -1166759.375000 Penalty: 1490.486206
	Iteration 0F: 2 clusters Score -1166759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1159832.750000 Penalty: 2980.972412
	Iteration 0F: 3 clusters Score -1159833 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1162197.250000 Penalty: 2980.972412
	Iteration 1F: 3 clusters Score -1162197 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1162617.250000 Penalty: 2980.972412
	Iteration 2F: 3 clusters Score -1162617 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1163149.375000 Penalty: 2980.972412
	Iteration 3F: 3 clusters Score -1163149 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1163839.625000 Penalty: 2980.972412
	Iteration 4F: 3 clusters Score -1163840 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1164555.750000 Penalty: 2980.972412
	Iteration 5F: 3 clusters Score -1164556 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1165130.250000 Penalty: 2980.972412
	Iteration 6F: 3 clusters Score -1165130 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1165527.875000 Penalty: 2980.972412
	Iteration 7Q: 3 clusters Score -1165528 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1165730.625000 Penalty: 2980.972412
	Iteration 8Q: 3 clusters Score -1165731 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1165859.375000 Penalty: 2980.972412
	Iteration 9Q: 3 clusters Score -1165859 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1165922.875000 Penalty: 2980.972412
	Iteration 10Q: 3 clusters Score -1165923 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1165956.500000 Penalty: 2980.972412
	Iteration 11Q: 3 clusters Score -1165956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1165976.125000 Penalty: 2980.972412
	Iteration 12Q: 3 clusters Score -1165976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1165993.125000 Penalty: 2980.972412
	Iteration 13Q: 3 clusters Score -1165993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1166006.750000 Penalty: 2980.972412
	Iteration 14Q: 3 clusters Score -1166007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1166018.500000 Penalty: 2980.972412
	Iteration 15Q: 3 clusters Score -1166018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1166028.625000 Penalty: 2980.972412
	Iteration 16Q: 3 clusters Score -1166029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1166030.750000 Penalty: 2980.972412
	Iteration 17Q: 3 clusters Score -1166031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1166034.250000 Penalty: 2980.972412
	Iteration 18Q: 3 clusters Score -1166034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1166038.875000 Penalty: 2980.972412
	Iteration 19Q: 3 clusters Score -1166039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1166039.750000 Penalty: 2980.972412
	Iteration 20F: 3 clusters Score -1166040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1166040.125000 Penalty: 2980.972412
	Iteration 21Q: 3 clusters Score -1166040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1166040.375000 Penalty: 2980.972412
	Iteration 22Q: 3 clusters Score -1166040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1166042.125000 Penalty: 2980.972412
	Iteration 23Q: 3 clusters Score -1166042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1166040.000000 Penalty: 2980.972412
	Iteration 24Q: 3 clusters Score -1166040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1166044.000000 Penalty: 2980.972412
	Iteration 25Q: 3 clusters Score -1166044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1166043.750000 Penalty: 2980.972412
	Iteration 26Q: 3 clusters Score -1166044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1166046.000000 Penalty: 2980.972412
	Iteration 27Q: 3 clusters Score -1166046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1166044.500000 Penalty: 2980.972412
	Iteration 28Q: 3 clusters Score -1166044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1166045.250000 Penalty: 2980.972412
	Iteration 29Q: 3 clusters Score -1166045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1166045.250000 Penalty: 2980.972412
	Iteration 30F: 3 clusters Score -1166045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Entering Unmasked Estep 
Score: -382037.687500 Penalty: 1295.357544
	Iteration 0F: 2 clusters Score -382037.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -379368.906250 Penalty: 2590.715088
	Iteration 0F: 3 clusters Score -379368.9 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -379967.687500 Penalty: 2590.715088
	Iteration 1F: 3 clusters Score -379967.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -380087.750000 Penalty: 2590.715088
	Iteration 2F: 3 clusters Score -380087.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -380156.750000 Penalty: 2590.715088
	Iteration 3Q: 3 clusters Score -380156.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -380199.031250 Penalty: 2590.715088
	Iteration 4Q: 3 clusters Score -380199 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -380234.750000 Penalty: 2590.715088
	Iteration 5Q: 3 clusters Score -380234.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -380259.093750 Penalty: 2590.715088
	Iteration 6Q: 3 clusters Score -380259.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -380280.437500 Penalty: 2590.715088
	Iteration 7Q: 3 clusters Score -380280.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -380299.375000 Penalty: 2590.715088
	Iteration 8Q: 3 clusters Score -380299.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -380314.875000 Penalty: 2590.715088
	Iteration 9Q: 3 clusters Score -380314.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -380323.750000 Penalty: 2590.715088
	Iteration 10Q: 3 clusters Score -380323.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -380335.156250 Penalty: 2590.715088
	Iteration 11Q: 3 clusters Score -380335.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -380348.125000 Penalty: 2590.715088
	Iteration 12Q: 3 clusters Score -380348.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -380357.000000 Penalty: 2590.715088
	Iteration 13Q: 3 clusters Score -380357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -380366.062500 Penalty: 2590.715088
	Iteration 14Q: 3 clusters Score -380366.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -380373.000000 Penalty: 2590.715088
	Iteration 15Q: 3 clusters Score -380373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -380381.437500 Penalty: 2590.715088
	Iteration 16Q: 3 clusters Score -380381.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -380387.375000 Penalty: 2590.715088
	Iteration 17Q: 3 clusters Score -380387.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -380395.750000 Penalty: 2590.715088
	Iteration 18Q: 3 clusters Score -380395.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -380404.031250 Penalty: 2590.715088
	Iteration 19Q: 3 clusters Score -380404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -380408.593750 Penalty: 2590.715088
	Iteration 20F: 3 clusters Score -380408.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -380414.031250 Penalty: 2590.715088
	Iteration 21Q: 3 clusters Score -380414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -380418.062500 Penalty: 2590.715088
	Iteration 22Q: 3 clusters Score -380418.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -380422.875000 Penalty: 2590.715088
	Iteration 23Q: 3 clusters Score -380422.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -380425.187500 Penalty: 2590.715088
	Iteration 24Q: 3 clusters Score -380425.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -380430.000000 Penalty: 2590.715088
	Iteration 25Q: 3 clusters Score -380430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -380433.875000 Penalty: 2590.715088
	Iteration 26Q: 3 clusters Score -380433.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -380438.406250 Penalty: 2590.715088
	Iteration 27Q: 3 clusters Score -380438.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -380443.812500 Penalty: 2590.715088
	Iteration 28Q: 3 clusters Score -380443.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -380447.531250 Penalty: 2590.715088
	Iteration 29Q: 3 clusters Score -380447.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -380452.468750 Penalty: 2590.715088
	Iteration 30Q: 3 clusters Score -380452.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -380457.843750 Penalty: 2590.715088
	Iteration 31Q: 3 clusters Score -380457.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -380464.343750 Penalty: 2590.715088
	Iteration 32Q: 3 clusters Score -380464.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -380467.718750 Penalty: 2590.715088
	Iteration 33Q: 3 clusters Score -380467.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -380471.062500 Penalty: 2590.715088
	Iteration 34Q: 3 clusters Score -380471.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -380473.031250 Penalty: 2590.715088
	Iteration 35Q: 3 clusters Score -380473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -380477.125000 Penalty: 2590.715088
	Iteration 36Q: 3 clusters Score -380477.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -380481.062500 Penalty: 2590.715088
	Iteration 37Q: 3 clusters Score -380481.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -380483.906250 Penalty: 2590.715088
	Iteration 38Q: 3 clusters Score -380483.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -380487.375000 Penalty: 2590.715088
	Iteration 39Q: 3 clusters Score -380487.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -380491.062500 Penalty: 2590.715088
	Iteration 40F: 3 clusters Score -380491.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -380494.312500 Penalty: 2590.715088
	Iteration 41Q: 3 clusters Score -380494.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -380498.562500 Penalty: 2590.715088
	Iteration 42Q: 3 clusters Score -380498.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -380505.125000 Penalty: 2590.715088
	Iteration 43Q: 3 clusters Score -380505.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -380511.468750 Penalty: 2590.715088
	Iteration 44Q: 3 clusters Score -380511.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -380518.531250 Penalty: 2590.715088
	Iteration 45Q: 3 clusters Score -380518.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -380524.843750 Penalty: 2590.715088
	Iteration 46Q: 3 clusters Score -380524.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -380535.281250 Penalty: 2590.715088
	Iteration 47Q: 3 clusters Score -380535.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -380549.125000 Penalty: 2590.715088
	Iteration 48Q: 3 clusters Score -380549.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -380563.812500 Penalty: 2590.715088
	Iteration 49Q: 3 clusters Score -380563.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -380574.656250 Penalty: 2590.715088
	Iteration 50Q: 3 clusters Score -380574.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -380581.968750 Penalty: 2590.715088
	Iteration 51Q: 3 clusters Score -380582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -380589.968750 Penalty: 2590.715088
	Iteration 52Q: 3 clusters Score -380590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -380599.062500 Penalty: 2590.715088
	Iteration 53Q: 3 clusters Score -380599.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -380605.562500 Penalty: 2590.715088
	Iteration 54Q: 3 clusters Score -380605.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -380615.750000 Penalty: 2590.715088
	Iteration 55Q: 3 clusters Score -380615.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -380630.593750 Penalty: 2590.715088
	Iteration 56Q: 3 clusters Score -380630.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -380641.968750 Penalty: 2590.715088
	Iteration 57Q: 3 clusters Score -380642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -380651.875000 Penalty: 2590.715088
	Iteration 58Q: 3 clusters Score -380651.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -380666.062500 Penalty: 2590.715088
	Iteration 59Q: 3 clusters Score -380666.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -380686.187500 Penalty: 2590.715088
	Iteration 60F: 3 clusters Score -380686.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -380710.812500 Penalty: 2590.715088
	Iteration 61Q: 3 clusters Score -380710.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -380726.281250 Penalty: 2590.715088
	Iteration 62Q: 3 clusters Score -380726.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -380739.093750 Penalty: 2590.715088
	Iteration 63Q: 3 clusters Score -380739.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -380752.406250 Penalty: 2590.715088
	Iteration 64Q: 3 clusters Score -380752.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -380760.343750 Penalty: 2590.715088
	Iteration 65Q: 3 clusters Score -380760.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -380767.718750 Penalty: 2590.715088
	Iteration 66Q: 3 clusters Score -380767.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -380772.718750 Penalty: 2590.715088
	Iteration 67Q: 3 clusters Score -380772.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -380778.468750 Penalty: 2590.715088
	Iteration 68Q: 3 clusters Score -380778.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -380788.062500 Penalty: 2590.715088
	Iteration 69Q: 3 clusters Score -380788.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -380797.218750 Penalty: 2590.715088
	Iteration 70Q: 3 clusters Score -380797.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -380807.750000 Penalty: 2590.715088
	Iteration 71Q: 3 clusters Score -380807.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -380815.500000 Penalty: 2590.715088
	Iteration 72Q: 3 clusters Score -380815.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -380822.218750 Penalty: 2590.715088
	Iteration 73Q: 3 clusters Score -380822.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -380832.218750 Penalty: 2590.715088
	Iteration 74Q: 3 clusters Score -380832.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -380839.250000 Penalty: 2590.715088
	Iteration 75Q: 3 clusters Score -380839.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -380844.812500 Penalty: 2590.715088
	Iteration 76Q: 3 clusters Score -380844.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -380851.375000 Penalty: 2590.715088
	Iteration 77Q: 3 clusters Score -380851.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -380858.875000 Penalty: 2590.715088
	Iteration 78Q: 3 clusters Score -380858.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -380861.125000 Penalty: 2590.715088
	Iteration 79Q: 3 clusters Score -380861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -380863.437500 Penalty: 2590.715088
	Iteration 80F: 3 clusters Score -380863.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -380864.250000 Penalty: 2590.715088
	Iteration 81Q: 3 clusters Score -380864.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -380864.250000 Penalty: 2590.715088
	Iteration 82F: 3 clusters Score -380864.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 4749 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 16058 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 28182 members 
Mstep: Class 7 contains 96073 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12639 members 
Mstep: Class 10 contains 53700 members 
Mstep: Class 11 contains 139494 members 
Mstep: Class 12 contains 37371 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 6178 members 
Mstep: Class 15 contains 10055 members 
Mstep: Class 16 contains 27628 members 
Mstep: Class 17 contains 4346 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 14831 members 
Mstep: Class 20 contains 130506 members 
Mstep: Class 21 contains 6052 members 
Mstep: Class 22 contains 56185 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3810 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 30402 members 
Mstep: Class 28 contains 6510 members 
Mstep: Class 29 contains 121428 members 
Mstep: Class 30 contains 6383 members 
Mstep: Class 31 contains 18724 members 
Mstep: Class 32 contains 9626 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936248.000000 Penalty: 73429.796875
Iteration 159Q: 34 clusters Score -1.089362e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 4749 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 16066 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 28184 members 
Mstep: Class 7 contains 95847 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12616 members 
Mstep: Class 10 contains 53676 members 
Mstep: Class 11 contains 139504 members 
Mstep: Class 12 contains 37378 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 6178 members 
Mstep: Class 15 contains 10070 members 
Mstep: Class 16 contains 27617 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 7877 members 
Mstep: Class 19 contains 14828 members 
Mstep: Class 20 contains 130516 members 
Mstep: Class 21 contains 6052 members 
Mstep: Class 22 contains 56163 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3817 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 30619 members 
Mstep: Class 28 contains 6464 members 
Mstep: Class 29 contains 121438 members 
Mstep: Class 30 contains 6377 members 
Mstep: Class 31 contains 18772 members 
Mstep: Class 32 contains 9640 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936408.000000 Penalty: 73429.796875
Iteration 160F: 34 clusters Score -1.089364e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 4748 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 16077 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 28190 members 
Mstep: Class 7 contains 95605 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12595 members 
Mstep: Class 10 contains 53661 members 
Mstep: Class 11 contains 139517 members 
Mstep: Class 12 contains 37403 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 6174 members 
Mstep: Class 15 contains 10079 members 
Mstep: Class 16 contains 27604 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 7879 members 
Mstep: Class 19 contains 14827 members 
Mstep: Class 20 contains 130520 members 
Mstep: Class 21 contains 6052 members 
Mstep: Class 22 contains 56137 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3823 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 30838 members 
Mstep: Class 28 contains 6427 members 
Mstep: Class 29 contains 121447 members 
Mstep: Class 30 contains 6375 members 
Mstep: Class 31 contains 18810 members 
Mstep: Class 32 contains 9642 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936432.000000 Penalty: 73429.796875
Iteration 161Q: 34 clusters Score -1.089364e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 16093 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 28195 members 
Mstep: Class 7 contains 95376 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12579 members 
Mstep: Class 10 contains 53642 members 
Mstep: Class 11 contains 139525 members 
Mstep: Class 12 contains 37425 members 
Mstep: Class 13 contains 1786 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 10090 members 
Mstep: Class 16 contains 27598 members 
Mstep: Class 17 contains 4394 members 
Mstep: Class 18 contains 7875 members 
Mstep: Class 19 contains 14824 members 
Mstep: Class 20 contains 130515 members 
Mstep: Class 21 contains 6055 members 
Mstep: Class 22 contains 56106 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3825 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 31043 members 
Mstep: Class 28 contains 6389 members 
Mstep: Class 29 contains 121465 members 
Mstep: Class 30 contains 6372 members 
Mstep: Class 31 contains 18852 members 
Mstep: Class 32 contains 9650 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936584.000000 Penalty: 73429.796875
Iteration 162Q: 34 clusters Score -1.089366e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 16108 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 28198 members 
Mstep: Class 7 contains 95121 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12558 members 
Mstep: Class 10 contains 53614 members 
Mstep: Class 11 contains 139540 members 
Mstep: Class 12 contains 37438 members 
Mstep: Class 13 contains 1784 members 
Mstep: Class 14 contains 6179 members 
Mstep: Class 15 contains 10096 members 
Mstep: Class 16 contains 27593 members 
Mstep: Class 17 contains 4418 members 
Mstep: Class 18 contains 7873 members 
Mstep: Class 19 contains 14825 members 
Mstep: Class 20 contains 130516 members 
Mstep: Class 21 contains 6060 members 
Mstep: Class 22 contains 56093 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3827 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 31279 members 
Mstep: Class 28 contains 6344 members 
Mstep: Class 29 contains 121468 members 
Mstep: Class 30 contains 6368 members 
Mstep: Class 31 contains 18892 members 
Mstep: Class 32 contains 9659 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936432.000000 Penalty: 73429.796875
Iteration 163Q: 34 clusters Score -1.089364e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 4737 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 16122 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 28203 members 
Mstep: Class 7 contains 94865 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12541 members 
Mstep: Class 10 contains 53584 members 
Mstep: Class 11 contains 139551 members 
Mstep: Class 12 contains 37451 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 10104 members 
Mstep: Class 16 contains 27587 members 
Mstep: Class 17 contains 4432 members 
Mstep: Class 18 contains 7872 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 130529 members 
Mstep: Class 21 contains 6062 members 
Mstep: Class 22 contains 56083 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3830 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 31508 members 
Mstep: Class 28 contains 6298 members 
Mstep: Class 29 contains 121468 members 
Mstep: Class 30 contains 6366 members 
Mstep: Class 31 contains 18951 members 
Mstep: Class 32 contains 9667 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936368.000000 Penalty: 73429.796875
Iteration 164Q: 34 clusters Score -1.089364e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 4734 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 16138 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 28205 members 
Mstep: Class 7 contains 94618 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12522 members 
Mstep: Class 10 contains 53551 members 
Mstep: Class 11 contains 139570 members 
Mstep: Class 12 contains 37464 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 10104 members 
Mstep: Class 16 contains 27581 members 
Mstep: Class 17 contains 4448 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 130535 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 56075 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3829 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 31730 members 
Mstep: Class 28 contains 6253 members 
Mstep: Class 29 contains 121472 members 
Mstep: Class 30 contains 6364 members 
Mstep: Class 31 contains 19013 members 
Mstep: Class 32 contains 9677 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936400.000000 Penalty: 73429.796875
Iteration 165Q: 34 clusters Score -1.089364e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 4732 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 16154 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 28209 members 
Mstep: Class 7 contains 94382 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12493 members 
Mstep: Class 10 contains 53538 members 
Mstep: Class 11 contains 139587 members 
Mstep: Class 12 contains 37488 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 6184 members 
Mstep: Class 15 contains 10107 members 
Mstep: Class 16 contains 27578 members 
Mstep: Class 17 contains 4465 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 14827 members 
Mstep: Class 20 contains 130548 members 
Mstep: Class 21 contains 6068 members 
Mstep: Class 22 contains 56056 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3832 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 31924 members 
Mstep: Class 28 contains 6200 members 
Mstep: Class 29 contains 121470 members 
Mstep: Class 30 contains 6365 members 
Mstep: Class 31 contains 19074 members 
Mstep: Class 32 contains 9679 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936664.000000 Penalty: 73429.796875
Iteration 166Q: 34 clusters Score -1.089367e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 4731 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 16169 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 28211 members 
Mstep: Class 7 contains 94155 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12469 members 
Mstep: Class 10 contains 53528 members 
Mstep: Class 11 contains 139592 members 
Mstep: Class 12 contains 37507 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 6187 members 
Mstep: Class 15 contains 10111 members 
Mstep: Class 16 contains 27571 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 7867 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 130556 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 56036 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3835 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 32120 members 
Mstep: Class 28 contains 6148 members 
Mstep: Class 29 contains 121473 members 
Mstep: Class 30 contains 6364 members 
Mstep: Class 31 contains 19123 members 
Mstep: Class 32 contains 9685 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936760.000000 Penalty: 73429.796875
Iteration 167Q: 34 clusters Score -1.089368e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 16190 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 28219 members 
Mstep: Class 7 contains 93914 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12451 members 
Mstep: Class 10 contains 53508 members 
Mstep: Class 11 contains 139592 members 
Mstep: Class 12 contains 37519 members 
Mstep: Class 13 contains 1779 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 10120 members 
Mstep: Class 16 contains 27573 members 
Mstep: Class 17 contains 4501 members 
Mstep: Class 18 contains 7867 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 130574 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 56008 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3839 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 32315 members 
Mstep: Class 28 contains 6107 members 
Mstep: Class 29 contains 121478 members 
Mstep: Class 30 contains 6361 members 
Mstep: Class 31 contains 19186 members 
Mstep: Class 32 contains 9687 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936880.000000 Penalty: 73429.796875
Iteration 168Q: 34 clusters Score -1.089369e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 16205 members 
Mstep: Class 5 contains 1419 members 
Mstep: Class 6 contains 28225 members 
Mstep: Class 7 contains 93688 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12432 members 
Mstep: Class 10 contains 53484 members 
Mstep: Class 11 contains 139599 members 
Mstep: Class 12 contains 37537 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 10130 members 
Mstep: Class 16 contains 27578 members 
Mstep: Class 17 contains 4515 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 14822 members 
Mstep: Class 20 contains 130581 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 55986 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3843 members 
Mstep: Class 26 contains 4770 members 
Mstep: Class 27 contains 32514 members 
Mstep: Class 28 contains 6069 members 
Mstep: Class 29 contains 121484 members 
Mstep: Class 30 contains 6358 members 
Mstep: Class 31 contains 19230 members 
Mstep: Class 32 contains 9697 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936856.000000 Penalty: 73429.796875
Iteration 169Q: 34 clusters Score -1.089369e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 16217 members 
Mstep: Class 5 contains 1420 members 
Mstep: Class 6 contains 28233 members 
Mstep: Class 7 contains 93440 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12419 members 
Mstep: Class 10 contains 53463 members 
Mstep: Class 11 contains 139607 members 
Mstep: Class 12 contains 37558 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 10143 members 
Mstep: Class 16 contains 27578 members 
Mstep: Class 17 contains 4530 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 14820 members 
Mstep: Class 20 contains 130578 members 
Mstep: Class 21 contains 6068 members 
Mstep: Class 22 contains 55962 members 
Mstep: Class 23 contains 2608 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3848 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 32717 members 
Mstep: Class 28 contains 6033 members 
Mstep: Class 29 contains 121492 members 
Mstep: Class 30 contains 6357 members 
Mstep: Class 31 contains 19281 members 
Mstep: Class 32 contains 9705 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937016.000000 Penalty: 73429.796875
Iteration 170Q: 34 clusters Score -1.08937e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 16221 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 93215 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12406 members 
Mstep: Class 10 contains 53441 members 
Mstep: Class 11 contains 139617 members 
Mstep: Class 12 contains 37577 members 
Mstep: Class 13 contains 1775 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 10149 members 
Mstep: Class 16 contains 27572 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 14816 members 
Mstep: Class 20 contains 130581 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 55936 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3854 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 32924 members 
Mstep: Class 28 contains 6010 members 
Mstep: Class 29 contains 121494 members 
Mstep: Class 30 contains 6359 members 
Mstep: Class 31 contains 19331 members 
Mstep: Class 32 contains 9712 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937008.000000 Penalty: 73429.796875
Iteration 171Q: 34 clusters Score -1.08937e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 16225 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 6 contains 28251 members 
Mstep: Class 7 contains 93009 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12388 members 
Mstep: Class 10 contains 53424 members 
Mstep: Class 11 contains 139621 members 
Mstep: Class 12 contains 37587 members 
Mstep: Class 13 contains 1774 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 10152 members 
Mstep: Class 16 contains 27573 members 
Mstep: Class 17 contains 4562 members 
Mstep: Class 18 contains 7864 members 
Mstep: Class 19 contains 14816 members 
Mstep: Class 20 contains 130588 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 55918 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3856 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 33122 members 
Mstep: Class 28 contains 5982 members 
Mstep: Class 29 contains 121496 members 
Mstep: Class 30 contains 6358 members 
Mstep: Class 31 contains 19369 members 
Mstep: Class 32 contains 9713 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937128.000000 Penalty: 73429.796875
Iteration 172Q: 34 clusters Score -1.089371e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 16231 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 6 contains 28259 members 
Mstep: Class 7 contains 92800 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12373 members 
Mstep: Class 10 contains 53415 members 
Mstep: Class 11 contains 139625 members 
Mstep: Class 12 contains 37601 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 6194 members 
Mstep: Class 15 contains 10153 members 
Mstep: Class 16 contains 27565 members 
Mstep: Class 17 contains 4583 members 
Mstep: Class 18 contains 7863 members 
Mstep: Class 19 contains 14816 members 
Mstep: Class 20 contains 130595 members 
Mstep: Class 21 contains 6066 members 
Mstep: Class 22 contains 55906 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3858 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 33318 members 
Mstep: Class 28 contains 5961 members 
Mstep: Class 29 contains 121500 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 19395 members 
Mstep: Class 32 contains 9716 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937072.000000 Penalty: 73429.796875
Iteration 173Q: 34 clusters Score -1.089371e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 16238 members 
Mstep: Class 5 contains 1420 members 
Mstep: Class 6 contains 28260 members 
Mstep: Class 7 contains 92601 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12355 members 
Mstep: Class 10 contains 53406 members 
Mstep: Class 11 contains 139630 members 
Mstep: Class 12 contains 37628 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 10160 members 
Mstep: Class 16 contains 27557 members 
Mstep: Class 17 contains 4605 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 14815 members 
Mstep: Class 20 contains 130609 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 55887 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3858 members 
Mstep: Class 26 contains 4767 members 
Mstep: Class 27 contains 33500 members 
Mstep: Class 28 contains 5942 members 
Mstep: Class 29 contains 121493 members 
Mstep: Class 30 contains 6352 members 
Mstep: Class 31 contains 19411 members 
Mstep: Class 32 contains 9720 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937152.000000 Penalty: 73429.796875
Iteration 174Q: 34 clusters Score -1.089372e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 16244 members 
Mstep: Class 5 contains 1420 members 
Mstep: Class 6 contains 28262 members 
Mstep: Class 7 contains 92423 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12342 members 
Mstep: Class 10 contains 53396 members 
Mstep: Class 11 contains 139640 members 
Mstep: Class 12 contains 37649 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6194 members 
Mstep: Class 15 contains 10163 members 
Mstep: Class 16 contains 27552 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 7867 members 
Mstep: Class 19 contains 14817 members 
Mstep: Class 20 contains 130616 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 55861 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3864 members 
Mstep: Class 26 contains 4765 members 
Mstep: Class 27 contains 33659 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 121498 members 
Mstep: Class 30 contains 6352 members 
Mstep: Class 31 contains 19425 members 
Mstep: Class 32 contains 9723 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937296.000000 Penalty: 73429.796875
Iteration 175Q: 34 clusters Score -1.089373e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 4718 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 6 contains 28271 members 
Mstep: Class 7 contains 92240 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12329 members 
Mstep: Class 10 contains 53380 members 
Mstep: Class 11 contains 139645 members 
Mstep: Class 12 contains 37665 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 10160 members 
Mstep: Class 16 contains 27543 members 
Mstep: Class 17 contains 4648 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 14815 members 
Mstep: Class 20 contains 130636 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 55844 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3867 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 33820 members 
Mstep: Class 28 contains 5895 members 
Mstep: Class 29 contains 121500 members 
Mstep: Class 30 contains 6350 members 
Mstep: Class 31 contains 19440 members 
Mstep: Class 32 contains 9728 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937128.000000 Penalty: 73429.796875
Iteration 176Q: 34 clusters Score -1.089371e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 4717 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 6 contains 28280 members 
Mstep: Class 7 contains 92070 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 53379 members 
Mstep: Class 11 contains 139658 members 
Mstep: Class 12 contains 37678 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 10157 members 
Mstep: Class 16 contains 27535 members 
Mstep: Class 17 contains 4663 members 
Mstep: Class 18 contains 7864 members 
Mstep: Class 19 contains 14815 members 
Mstep: Class 20 contains 130645 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 55823 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3870 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 33960 members 
Mstep: Class 28 contains 5876 members 
Mstep: Class 29 contains 121508 members 
Mstep: Class 30 contains 6350 members 
Mstep: Class 31 contains 19457 members 
Mstep: Class 32 contains 9727 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937080.000000 Penalty: 73429.796875
Iteration 177Q: 34 clusters Score -1.089371e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 16292 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 6 contains 28289 members 
Mstep: Class 7 contains 91913 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12308 members 
Mstep: Class 10 contains 53379 members 
Mstep: Class 11 contains 139663 members 
Mstep: Class 12 contains 37692 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 10158 members 
Mstep: Class 16 contains 27530 members 
Mstep: Class 17 contains 4681 members 
Mstep: Class 18 contains 7864 members 
Mstep: Class 19 contains 14815 members 
Mstep: Class 20 contains 130647 members 
Mstep: Class 21 contains 6074 members 
Mstep: Class 22 contains 55809 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3871 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 34106 members 
Mstep: Class 28 contains 5855 members 
Mstep: Class 29 contains 121516 members 
Mstep: Class 30 contains 6350 members 
Mstep: Class 31 contains 19457 members 
Mstep: Class 32 contains 9725 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937144.000000 Penalty: 73429.796875
Iteration 178Q: 34 clusters Score -1.089371e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 4711 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 16304 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 6 contains 28297 members 
Mstep: Class 7 contains 91740 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12295 members 
Mstep: Class 10 contains 53377 members 
Mstep: Class 11 contains 139667 members 
Mstep: Class 12 contains 37707 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 10159 members 
Mstep: Class 16 contains 27529 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 7867 members 
Mstep: Class 19 contains 14815 members 
Mstep: Class 20 contains 130651 members 
Mstep: Class 21 contains 6076 members 
Mstep: Class 22 contains 55797 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3873 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 34265 members 
Mstep: Class 28 contains 5837 members 
Mstep: Class 29 contains 121514 members 
Mstep: Class 30 contains 6348 members 
Mstep: Class 31 contains 19455 members 
Mstep: Class 32 contains 9726 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937152.000000 Penalty: 73429.796875
Iteration 179Q: 34 clusters Score -1.089372e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 16314 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 6 contains 28303 members 
Mstep: Class 7 contains 91584 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12276 members 
Mstep: Class 10 contains 53374 members 
Mstep: Class 11 contains 139673 members 
Mstep: Class 12 contains 37722 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 10161 members 
Mstep: Class 16 contains 27526 members 
Mstep: Class 17 contains 4727 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 14820 members 
Mstep: Class 20 contains 130652 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 55786 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3876 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 34428 members 
Mstep: Class 28 contains 5819 members 
Mstep: Class 29 contains 121517 members 
Mstep: Class 30 contains 6347 members 
Mstep: Class 31 contains 19447 members 
Mstep: Class 32 contains 9723 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937184.000000 Penalty: 73429.796875
Iteration 180F: 34 clusters Score -1.089372e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 16334 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 6 contains 28314 members 
Mstep: Class 7 contains 91432 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12253 members 
Mstep: Class 10 contains 53372 members 
Mstep: Class 11 contains 139677 members 
Mstep: Class 12 contains 37736 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 10162 members 
Mstep: Class 16 contains 27521 members 
Mstep: Class 17 contains 4751 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 14822 members 
Mstep: Class 20 contains 130660 members 
Mstep: Class 21 contains 6080 members 
Mstep: Class 22 contains 55775 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3882 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 34573 members 
Mstep: Class 28 contains 5798 members 
Mstep: Class 29 contains 121519 members 
Mstep: Class 30 contains 6347 members 
Mstep: Class 31 contains 19427 members 
Mstep: Class 32 contains 9725 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937152.000000 Penalty: 73429.796875
Iteration 181Q: 34 clusters Score -1.089372e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 16350 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 6 contains 28316 members 
Mstep: Class 7 contains 91278 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12240 members 
Mstep: Class 10 contains 53369 members 
Mstep: Class 11 contains 139686 members 
Mstep: Class 12 contains 37750 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 27518 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 14822 members 
Mstep: Class 20 contains 130656 members 
Mstep: Class 21 contains 6080 members 
Mstep: Class 22 contains 55759 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3882 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 34731 members 
Mstep: Class 28 contains 5777 members 
Mstep: Class 29 contains 121525 members 
Mstep: Class 30 contains 6347 members 
Mstep: Class 31 contains 19417 members 
Mstep: Class 32 contains 9729 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937032.000000 Penalty: 73429.796875
Iteration 182Q: 34 clusters Score -1.08937e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 16373 members 
Mstep: Class 5 contains 1420 members 
Mstep: Class 6 contains 28321 members 
Mstep: Class 7 contains 91136 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12227 members 
Mstep: Class 10 contains 53374 members 
Mstep: Class 11 contains 139692 members 
Mstep: Class 12 contains 37761 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 10168 members 
Mstep: Class 16 contains 27519 members 
Mstep: Class 17 contains 4785 members 
Mstep: Class 18 contains 7863 members 
Mstep: Class 19 contains 14822 members 
Mstep: Class 20 contains 130665 members 
Mstep: Class 21 contains 6081 members 
Mstep: Class 22 contains 55747 members 
Mstep: Class 23 contains 2608 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3884 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 34857 members 
Mstep: Class 28 contains 5758 members 
Mstep: Class 29 contains 121528 members 
Mstep: Class 30 contains 6347 members 
Mstep: Class 31 contains 19405 members 
Mstep: Class 32 contains 9734 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937160.000000 Penalty: 73429.796875
Iteration 183Q: 34 clusters Score -1.089372e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 16394 members 
Mstep: Class 5 contains 1420 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 91008 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12215 members 
Mstep: Class 10 contains 53366 members 
Mstep: Class 11 contains 139698 members 
Mstep: Class 12 contains 37767 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 10169 members 
Mstep: Class 16 contains 27516 members 
Mstep: Class 17 contains 4802 members 
Mstep: Class 18 contains 7862 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 130678 members 
Mstep: Class 21 contains 6081 members 
Mstep: Class 22 contains 55737 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3883 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 34997 members 
Mstep: Class 28 contains 5736 members 
Mstep: Class 29 contains 121530 members 
Mstep: Class 30 contains 6346 members 
Mstep: Class 31 contains 19392 members 
Mstep: Class 32 contains 9737 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937256.000000 Penalty: 73429.796875
Iteration 184Q: 34 clusters Score -1.089373e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 16424 members 
Mstep: Class 5 contains 1420 members 
Mstep: Class 6 contains 28332 members 
Mstep: Class 7 contains 90874 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12197 members 
Mstep: Class 10 contains 53358 members 
Mstep: Class 11 contains 139707 members 
Mstep: Class 12 contains 37793 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 10174 members 
Mstep: Class 16 contains 27520 members 
Mstep: Class 17 contains 4824 members 
Mstep: Class 18 contains 7862 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 130676 members 
Mstep: Class 21 contains 6082 members 
Mstep: Class 22 contains 55727 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3883 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 35126 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 121529 members 
Mstep: Class 30 contains 6343 members 
Mstep: Class 31 contains 19379 members 
Mstep: Class 32 contains 9735 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937400.000000 Penalty: 73429.796875
Iteration 185Q: 34 clusters Score -1.089374e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 16462 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 6 contains 28339 members 
Mstep: Class 7 contains 90749 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12183 members 
Mstep: Class 10 contains 53350 members 
Mstep: Class 11 contains 139712 members 
Mstep: Class 12 contains 37807 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 27519 members 
Mstep: Class 17 contains 4841 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 130678 members 
Mstep: Class 21 contains 6082 members 
Mstep: Class 22 contains 55719 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 4754 members 
Mstep: Class 27 contains 35253 members 
Mstep: Class 28 contains 5701 members 
Mstep: Class 29 contains 121526 members 
Mstep: Class 30 contains 6340 members 
Mstep: Class 31 contains 19359 members 
Mstep: Class 32 contains 9735 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937400.000000 Penalty: 73429.796875
Iteration 186Q: 34 clusters Score -1.089374e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 16500 members 
Mstep: Class 5 contains 1420 members 
Mstep: Class 6 contains 28342 members 
Mstep: Class 7 contains 90614 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12171 members 
Mstep: Class 10 contains 53336 members 
Mstep: Class 11 contains 139709 members 
Mstep: Class 12 contains 37818 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 10181 members 
Mstep: Class 16 contains 27517 members 
Mstep: Class 17 contains 4869 members 
Mstep: Class 18 contains 7863 members 
Mstep: Class 19 contains 14822 members 
Mstep: Class 20 contains 130688 members 
Mstep: Class 21 contains 6082 members 
Mstep: Class 22 contains 55716 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3887 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 35379 members 
Mstep: Class 28 contains 5691 members 
Mstep: Class 29 contains 121519 members 
Mstep: Class 30 contains 6339 members 
Mstep: Class 31 contains 19340 members 
Mstep: Class 32 contains 9736 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937512.000000 Penalty: 73429.796875
Iteration 187Q: 34 clusters Score -1.089375e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 16533 members 
Mstep: Class 5 contains 1420 members 
Mstep: Class 6 contains 28346 members 
Mstep: Class 7 contains 90473 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12166 members 
Mstep: Class 10 contains 53334 members 
Mstep: Class 11 contains 139710 members 
Mstep: Class 12 contains 37815 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6193 members 
Mstep: Class 15 contains 10187 members 
Mstep: Class 16 contains 27515 members 
Mstep: Class 17 contains 4892 members 
Mstep: Class 18 contains 7862 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 130694 members 
Mstep: Class 21 contains 6083 members 
Mstep: Class 22 contains 55710 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3890 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 35495 members 
Mstep: Class 28 contains 5676 members 
Mstep: Class 29 contains 121517 members 
Mstep: Class 30 contains 6338 members 
Mstep: Class 31 contains 19328 members 
Mstep: Class 32 contains 9739 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937424.000000 Penalty: 73429.796875
Iteration 188Q: 34 clusters Score -1.089374e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 16573 members 
Mstep: Class 5 contains 1419 members 
Mstep: Class 6 contains 28346 members 
Mstep: Class 7 contains 90345 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12160 members 
Mstep: Class 10 contains 53333 members 
Mstep: Class 11 contains 139718 members 
Mstep: Class 12 contains 37817 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 10194 members 
Mstep: Class 16 contains 27513 members 
Mstep: Class 17 contains 4914 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 14822 members 
Mstep: Class 20 contains 130700 members 
Mstep: Class 21 contains 6082 members 
Mstep: Class 22 contains 55708 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3892 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 35620 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 121512 members 
Mstep: Class 30 contains 6337 members 
Mstep: Class 31 contains 19292 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937424.000000 Penalty: 73429.796875
Iteration 189Q: 34 clusters Score -1.089374e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 16619 members 
Mstep: Class 5 contains 1419 members 
Mstep: Class 6 contains 28346 members 
Mstep: Class 7 contains 90235 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12159 members 
Mstep: Class 10 contains 53330 members 
Mstep: Class 11 contains 139728 members 
Mstep: Class 12 contains 37817 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 10196 members 
Mstep: Class 16 contains 27511 members 
Mstep: Class 17 contains 4936 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 14823 members 
Mstep: Class 20 contains 130706 members 
Mstep: Class 21 contains 6082 members 
Mstep: Class 22 contains 55704 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3894 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 35720 members 
Mstep: Class 28 contains 5633 members 
Mstep: Class 29 contains 121512 members 
Mstep: Class 30 contains 6338 members 
Mstep: Class 31 contains 19251 members 
Mstep: Class 32 contains 9746 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937448.000000 Penalty: 73429.796875
Iteration 190Q: 34 clusters Score -1.089374e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 16665 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 28350 members 
Mstep: Class 7 contains 90155 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12154 members 
Mstep: Class 10 contains 53325 members 
Mstep: Class 11 contains 139738 members 
Mstep: Class 12 contains 37819 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 10197 members 
Mstep: Class 16 contains 27512 members 
Mstep: Class 17 contains 4962 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 14822 members 
Mstep: Class 20 contains 130704 members 
Mstep: Class 21 contains 6082 members 
Mstep: Class 22 contains 55700 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3895 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 35800 members 
Mstep: Class 28 contains 5620 members 
Mstep: Class 29 contains 121511 members 
Mstep: Class 30 contains 6339 members 
Mstep: Class 31 contains 19205 members 
Mstep: Class 32 contains 9751 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937512.000000 Penalty: 73429.796875
Iteration 191Q: 34 clusters Score -1.089375e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 16712 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 28353 members 
Mstep: Class 7 contains 90065 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12151 members 
Mstep: Class 10 contains 53323 members 
Mstep: Class 11 contains 139744 members 
Mstep: Class 12 contains 37820 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 10200 members 
Mstep: Class 16 contains 27509 members 
Mstep: Class 17 contains 4989 members 
Mstep: Class 18 contains 7861 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 130702 members 
Mstep: Class 21 contains 6081 members 
Mstep: Class 22 contains 55695 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3897 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 35890 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 121509 members 
Mstep: Class 30 contains 6338 members 
Mstep: Class 31 contains 19164 members 
Mstep: Class 32 contains 9752 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937304.000000 Penalty: 73429.796875
Iteration 192Q: 34 clusters Score -1.089373e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 16762 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 28359 members 
Mstep: Class 7 contains 89980 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12150 members 
Mstep: Class 10 contains 53325 members 
Mstep: Class 11 contains 139748 members 
Mstep: Class 12 contains 37821 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6194 members 
Mstep: Class 15 contains 10203 members 
Mstep: Class 16 contains 27501 members 
Mstep: Class 17 contains 5023 members 
Mstep: Class 18 contains 7856 members 
Mstep: Class 19 contains 14820 members 
Mstep: Class 20 contains 130694 members 
Mstep: Class 21 contains 6082 members 
Mstep: Class 22 contains 55689 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 35975 members 
Mstep: Class 28 contains 5588 members 
Mstep: Class 29 contains 121509 members 
Mstep: Class 30 contains 6338 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 9760 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937480.000000 Penalty: 73429.796875
Iteration 193Q: 34 clusters Score -1.089375e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 16808 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 28361 members 
Mstep: Class 7 contains 89897 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12144 members 
Mstep: Class 10 contains 53334 members 
Mstep: Class 11 contains 139753 members 
Mstep: Class 12 contains 37826 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6193 members 
Mstep: Class 15 contains 10202 members 
Mstep: Class 16 contains 27497 members 
Mstep: Class 17 contains 5058 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 14820 members 
Mstep: Class 20 contains 130693 members 
Mstep: Class 21 contains 6083 members 
Mstep: Class 22 contains 55681 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 36048 members 
Mstep: Class 28 contains 5575 members 
Mstep: Class 29 contains 121512 members 
Mstep: Class 30 contains 6338 members 
Mstep: Class 31 contains 19063 members 
Mstep: Class 32 contains 9768 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937440.000000 Penalty: 73429.796875
Iteration 194Q: 34 clusters Score -1.089374e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 16870 members 
Mstep: Class 5 contains 1414 members 
Mstep: Class 6 contains 28366 members 
Mstep: Class 7 contains 89835 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12143 members 
Mstep: Class 10 contains 53325 members 
Mstep: Class 11 contains 139755 members 
Mstep: Class 12 contains 37829 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6194 members 
Mstep: Class 15 contains 10197 members 
Mstep: Class 16 contains 27493 members 
Mstep: Class 17 contains 5091 members 
Mstep: Class 18 contains 7848 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 130692 members 
Mstep: Class 21 contains 6083 members 
Mstep: Class 22 contains 55671 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 36117 members 
Mstep: Class 28 contains 5566 members 
Mstep: Class 29 contains 121513 members 
Mstep: Class 30 contains 6338 members 
Mstep: Class 31 contains 18998 members 
Mstep: Class 32 contains 9775 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937352.000000 Penalty: 73429.796875
Iteration 195Q: 34 clusters Score -1.089374e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 16936 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 28372 members 
Mstep: Class 7 contains 89758 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12140 members 
Mstep: Class 10 contains 53321 members 
Mstep: Class 11 contains 139756 members 
Mstep: Class 12 contains 37837 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 10198 members 
Mstep: Class 16 contains 27491 members 
Mstep: Class 17 contains 5126 members 
Mstep: Class 18 contains 7842 members 
Mstep: Class 19 contains 14823 members 
Mstep: Class 20 contains 130697 members 
Mstep: Class 21 contains 6083 members 
Mstep: Class 22 contains 55666 members 
Mstep: Class 23 contains 2608 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 4747 members 
Mstep: Class 27 contains 36180 members 
Mstep: Class 28 contains 5563 members 
Mstep: Class 29 contains 121513 members 
Mstep: Class 30 contains 6338 members 
Mstep: Class 31 contains 18924 members 
Mstep: Class 32 contains 9774 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937400.000000 Penalty: 73429.796875
Iteration 196Q: 34 clusters Score -1.089374e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 16998 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 89680 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12139 members 
Mstep: Class 10 contains 53311 members 
Mstep: Class 11 contains 139756 members 
Mstep: Class 12 contains 37840 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 10205 members 
Mstep: Class 16 contains 27489 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 14823 members 
Mstep: Class 20 contains 130700 members 
Mstep: Class 21 contains 6082 members 
Mstep: Class 22 contains 55660 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 4747 members 
Mstep: Class 27 contains 36231 members 
Mstep: Class 28 contains 5549 members 
Mstep: Class 29 contains 121514 members 
Mstep: Class 30 contains 6339 members 
Mstep: Class 31 contains 18893 members 
Mstep: Class 32 contains 9773 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937456.000000 Penalty: 73429.796875
Iteration 197Q: 34 clusters Score -1.089375e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 17048 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 28380 members 
Mstep: Class 7 contains 89609 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12137 members 
Mstep: Class 10 contains 53300 members 
Mstep: Class 11 contains 139756 members 
Mstep: Class 12 contains 37843 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 10211 members 
Mstep: Class 16 contains 27491 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 7823 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 130707 members 
Mstep: Class 21 contains 6081 members 
Mstep: Class 22 contains 55651 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 4746 members 
Mstep: Class 27 contains 36280 members 
Mstep: Class 28 contains 5541 members 
Mstep: Class 29 contains 121521 members 
Mstep: Class 30 contains 6341 members 
Mstep: Class 31 contains 18856 members 
Mstep: Class 32 contains 9776 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937512.000000 Penalty: 73429.796875
Iteration 198Q: 34 clusters Score -1.089375e+08 nChanged 285
Entering ConstructFrom: 
Score: -108937512.000000 Penalty: 73429.796875
Entering ConstructFrom: 
Trying to split cluster 1 (21038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Entering Unmasked Estep 
Score: -2641849.500000 Penalty: 1617.538818
	Iteration 0F: 2 clusters Score -2641850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2627656.750000 Penalty: 3235.077637
	Iteration 0F: 3 clusters Score -2627657 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2632740.000000 Penalty: 3235.077637
	Iteration 1F: 3 clusters Score -2632740 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2633126.500000 Penalty: 3235.077637
	Iteration 2Q: 3 clusters Score -2633126 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2633471.750000 Penalty: 3235.077637
	Iteration 3Q: 3 clusters Score -2633472 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2633878.250000 Penalty: 3235.077637
	Iteration 4Q: 3 clusters Score -2633878 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2634440.500000 Penalty: 3235.077637
	Iteration 5F: 3 clusters Score -2634440 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2635312.500000 Penalty: 3235.077637
	Iteration 6F: 3 clusters Score -2635312 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2636442.000000 Penalty: 3235.077637
	Iteration 7F: 3 clusters Score -2636442 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2637683.250000 Penalty: 3235.077637
	Iteration 8F: 3 clusters Score -2637683 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2638783.750000 Penalty: 3235.077637
	Iteration 9F: 3 clusters Score -2638784 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2639550.250000 Penalty: 3235.077637
	Iteration 10Q: 3 clusters Score -2639550 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2639976.250000 Penalty: 3235.077637
	Iteration 11Q: 3 clusters Score -2639976 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2640233.250000 Penalty: 3235.077637
	Iteration 12Q: 3 clusters Score -2640233 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2640345.750000 Penalty: 3235.077637
	Iteration 13Q: 3 clusters Score -2640346 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2640389.250000 Penalty: 3235.077637
	Iteration 14Q: 3 clusters Score -2640389 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2640431.250000 Penalty: 3235.077637
	Iteration 15Q: 3 clusters Score -2640431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2640449.500000 Penalty: 3235.077637
	Iteration 16Q: 3 clusters Score -2640450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2640461.000000 Penalty: 3235.077637
	Iteration 17Q: 3 clusters Score -2640461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2640467.250000 Penalty: 3235.077637
	Iteration 18Q: 3 clusters Score -2640467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2640469.000000 Penalty: 3235.077637
	Iteration 19Q: 3 clusters Score -2640469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2640475.000000 Penalty: 3235.077637
	Iteration 20F: 3 clusters Score -2640475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2640482.000000 Penalty: 3235.077637
	Iteration 21Q: 3 clusters Score -2640482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2640487.000000 Penalty: 3235.077637
	Iteration 22Q: 3 clusters Score -2640487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2640487.750000 Penalty: 3235.077637
	Iteration 23Q: 3 clusters Score -2640488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2640492.250000 Penalty: 3235.077637
	Iteration 24Q: 3 clusters Score -2640492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2640496.000000 Penalty: 3235.077637
	Iteration 25Q: 3 clusters Score -2640496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2640493.750000 Penalty: 3235.077637
	Iteration 26Q: 3 clusters Score -2640494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2640493.750000 Penalty: 3235.077637
	Iteration 27F: 3 clusters Score -2640494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Entering Unmasked Estep 
Score: -595246.812500 Penalty: 1374.334473
	Iteration 0F: 2 clusters Score -595246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -591468.625000 Penalty: 2748.668945
	Iteration 0F: 3 clusters Score -591468.6 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -592497.937500 Penalty: 2748.668945
	Iteration 1F: 3 clusters Score -592497.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -592659.750000 Penalty: 2748.668945
	Iteration 2F: 3 clusters Score -592659.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -592789.812500 Penalty: 2748.668945
	Iteration 3F: 3 clusters Score -592789.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -592921.062500 Penalty: 2748.668945
	Iteration 4Q: 3 clusters Score -592921.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -593036.375000 Penalty: 2748.668945
	Iteration 5Q: 3 clusters Score -593036.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -593147.687500 Penalty: 2748.668945
	Iteration 6Q: 3 clusters Score -593147.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -593243.687500 Penalty: 2748.668945
	Iteration 7Q: 3 clusters Score -593243.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -593328.437500 Penalty: 2748.668945
	Iteration 8Q: 3 clusters Score -593328.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -593392.750000 Penalty: 2748.668945
	Iteration 9Q: 3 clusters Score -593392.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -593459.500000 Penalty: 2748.668945
	Iteration 10Q: 3 clusters Score -593459.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -593508.687500 Penalty: 2748.668945
	Iteration 11Q: 3 clusters Score -593508.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -593546.375000 Penalty: 2748.668945
	Iteration 12Q: 3 clusters Score -593546.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -593579.562500 Penalty: 2748.668945
	Iteration 13Q: 3 clusters Score -593579.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -593617.125000 Penalty: 2748.668945
	Iteration 14Q: 3 clusters Score -593617.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -593656.687500 Penalty: 2748.668945
	Iteration 15Q: 3 clusters Score -593656.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -593697.000000 Penalty: 2748.668945
	Iteration 16Q: 3 clusters Score -593697 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -593736.812500 Penalty: 2748.668945
	Iteration 17Q: 3 clusters Score -593736.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -593765.187500 Penalty: 2748.668945
	Iteration 18Q: 3 clusters Score -593765.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -593789.437500 Penalty: 2748.668945
	Iteration 19Q: 3 clusters Score -593789.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -593813.250000 Penalty: 2748.668945
	Iteration 20F: 3 clusters Score -593813.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -593826.750000 Penalty: 2748.668945
	Iteration 21Q: 3 clusters Score -593826.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -593835.125000 Penalty: 2748.668945
	Iteration 22Q: 3 clusters Score -593835.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -593844.500000 Penalty: 2748.668945
	Iteration 23Q: 3 clusters Score -593844.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -593853.937500 Penalty: 2748.668945
	Iteration 24Q: 3 clusters Score -593853.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -593859.687500 Penalty: 2748.668945
	Iteration 25Q: 3 clusters Score -593859.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -593862.187500 Penalty: 2748.668945
	Iteration 26Q: 3 clusters Score -593862.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -593863.437500 Penalty: 2748.668945
	Iteration 27Q: 3 clusters Score -593863.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -593865.062500 Penalty: 2748.668945
	Iteration 28Q: 3 clusters Score -593865.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -593869.562500 Penalty: 2748.668945
	Iteration 29Q: 3 clusters Score -593869.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -593870.812500 Penalty: 2748.668945
	Iteration 30Q: 3 clusters Score -593870.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -593872.625000 Penalty: 2748.668945
	Iteration 31Q: 3 clusters Score -593872.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -593874.937500 Penalty: 2748.668945
	Iteration 32Q: 3 clusters Score -593874.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -593875.812500 Penalty: 2748.668945
	Iteration 33Q: 3 clusters Score -593875.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -593876.125000 Penalty: 2748.668945
	Iteration 34Q: 3 clusters Score -593876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -593875.812500 Penalty: 2748.668945
	Iteration 35Q: 3 clusters Score -593875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -593875.812500 Penalty: 2748.668945
	Iteration 36F: 3 clusters Score -593875.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -47564.062500 Penalty: 998.778503
	Iteration 0F: 2 clusters Score -47564.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46694.015625 Penalty: 1997.557007
	Iteration 0F: 3 clusters Score -46694.02 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46958.191406 Penalty: 1997.557007
	Iteration 1F: 3 clusters Score -46958.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -47057.429688 Penalty: 1997.557007
	Iteration 2F: 3 clusters Score -47057.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -47139.082031 Penalty: 1997.557007
	Iteration 3F: 3 clusters Score -47139.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -47233.941406 Penalty: 1997.557007
	Iteration 4Q: 3 clusters Score -47233.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -47289.710938 Penalty: 1997.557007
	Iteration 5Q: 3 clusters Score -47289.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -47305.003906 Penalty: 1997.557007
	Iteration 6Q: 3 clusters Score -47305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -47311.953125 Penalty: 1997.557007
	Iteration 7Q: 3 clusters Score -47311.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -47314.902344 Penalty: 1997.557007
	Iteration 8Q: 3 clusters Score -47314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -47319.105469 Penalty: 1997.557007
	Iteration 9Q: 3 clusters Score -47319.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -47319.105469 Penalty: 1997.557007
	Iteration 10F: 3 clusters Score -47319.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Entering Unmasked Estep 
Score: -2187541.000000 Penalty: 1583.765503
	Iteration 0F: 2 clusters Score -2187541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2175815.500000 Penalty: 3167.531006
	Iteration 0F: 3 clusters Score -2175816 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2180109.250000 Penalty: 3167.531006
	Iteration 1F: 3 clusters Score -2180109 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2180488.000000 Penalty: 3167.531006
	Iteration 2F: 3 clusters Score -2180488 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2180941.000000 Penalty: 3167.531006
	Iteration 3F: 3 clusters Score -2180941 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2181471.250000 Penalty: 3167.531006
	Iteration 4F: 3 clusters Score -2181471 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2182064.750000 Penalty: 3167.531006
	Iteration 5F: 3 clusters Score -2182065 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2182696.250000 Penalty: 3167.531006
	Iteration 6F: 3 clusters Score -2182696 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2183351.750000 Penalty: 3167.531006
	Iteration 7F: 3 clusters Score -2183352 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2183937.750000 Penalty: 3167.531006
	Iteration 8Q: 3 clusters Score -2183938 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2184471.000000 Penalty: 3167.531006
	Iteration 9Q: 3 clusters Score -2184471 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2184873.750000 Penalty: 3167.531006
	Iteration 10Q: 3 clusters Score -2184874 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2185179.750000 Penalty: 3167.531006
	Iteration 11Q: 3 clusters Score -2185180 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2185387.500000 Penalty: 3167.531006
	Iteration 12Q: 3 clusters Score -2185388 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2185557.000000 Penalty: 3167.531006
	Iteration 13Q: 3 clusters Score -2185557 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2185682.250000 Penalty: 3167.531006
	Iteration 14Q: 3 clusters Score -2185682 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2185799.500000 Penalty: 3167.531006
	Iteration 15Q: 3 clusters Score -2185800 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2185884.000000 Penalty: 3167.531006
	Iteration 16Q: 3 clusters Score -2185884 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2185944.250000 Penalty: 3167.531006
	Iteration 17Q: 3 clusters Score -2185944 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2186005.000000 Penalty: 3167.531006
	Iteration 18Q: 3 clusters Score -2186005 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2186069.250000 Penalty: 3167.531006
	Iteration 19Q: 3 clusters Score -2186069 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2186132.000000 Penalty: 3167.531006
	Iteration 20F: 3 clusters Score -2186132 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2186192.750000 Penalty: 3167.531006
	Iteration 21Q: 3 clusters Score -2186193 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2186233.500000 Penalty: 3167.531006
	Iteration 22Q: 3 clusters Score -2186234 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2186269.750000 Penalty: 3167.531006
	Iteration 23Q: 3 clusters Score -2186270 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2186297.500000 Penalty: 3167.531006
	Iteration 24Q: 3 clusters Score -2186298 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2186331.000000 Penalty: 3167.531006
	Iteration 25Q: 3 clusters Score -2186331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2186354.500000 Penalty: 3167.531006
	Iteration 26Q: 3 clusters Score -2186354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2186375.000000 Penalty: 3167.531006
	Iteration 27Q: 3 clusters Score -2186375 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2186391.500000 Penalty: 3167.531006
	Iteration 28Q: 3 clusters Score -2186392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2186402.000000 Penalty: 3167.531006
	Iteration 29Q: 3 clusters Score -2186402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2186415.250000 Penalty: 3167.531006
	Iteration 30Q: 3 clusters Score -2186415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2186422.750000 Penalty: 3167.531006
	Iteration 31Q: 3 clusters Score -2186423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2186432.750000 Penalty: 3167.531006
	Iteration 32Q: 3 clusters Score -2186433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2186441.250000 Penalty: 3167.531006
	Iteration 33Q: 3 clusters Score -2186441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2186443.250000 Penalty: 3167.531006
	Iteration 34Q: 3 clusters Score -2186443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2186452.250000 Penalty: 3167.531006
	Iteration 35Q: 3 clusters Score -2186452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2186457.000000 Penalty: 3167.531006
	Iteration 36Q: 3 clusters Score -2186457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2186465.500000 Penalty: 3167.531006
	Iteration 37Q: 3 clusters Score -2186466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2186466.250000 Penalty: 3167.531006
	Iteration 38Q: 3 clusters Score -2186466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2186466.500000 Penalty: 3167.531006
	Iteration 39Q: 3 clusters Score -2186466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2186470.250000 Penalty: 3167.531006
	Iteration 40F: 3 clusters Score -2186470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2186478.000000 Penalty: 3167.531006
	Iteration 41Q: 3 clusters Score -2186478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2186484.000000 Penalty: 3167.531006
	Iteration 42Q: 3 clusters Score -2186484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2186485.500000 Penalty: 3167.531006
	Iteration 43Q: 3 clusters Score -2186486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2186488.500000 Penalty: 3167.531006
	Iteration 44Q: 3 clusters Score -2186488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2186492.750000 Penalty: 3167.531006
	Iteration 45Q: 3 clusters Score -2186493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2186497.000000 Penalty: 3167.531006
	Iteration 46Q: 3 clusters Score -2186497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2186499.250000 Penalty: 3167.531006
	Iteration 47Q: 3 clusters Score -2186499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2186507.250000 Penalty: 3167.531006
	Iteration 48Q: 3 clusters Score -2186507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2186511.000000 Penalty: 3167.531006
	Iteration 49Q: 3 clusters Score -2186511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2186515.500000 Penalty: 3167.531006
	Iteration 50Q: 3 clusters Score -2186516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2186518.000000 Penalty: 3167.531006
	Iteration 51Q: 3 clusters Score -2186518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2186517.000000 Penalty: 3167.531006
	Iteration 52Q: 3 clusters Score -2186517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2186517.750000 Penalty: 3167.531006
	Iteration 53Q: 3 clusters Score -2186518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2186516.750000 Penalty: 3167.531006
	Iteration 54Q: 3 clusters Score -2186517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2186522.500000 Penalty: 3167.531006
	Iteration 55Q: 3 clusters Score -2186522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2186522.500000 Penalty: 3167.531006
	Iteration 56F: 3 clusters Score -2186522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Entering Unmasked Estep 
Score: -170104.515625 Penalty: 1178.573853
	Iteration 0F: 2 clusters Score -170104.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -168389.609375 Penalty: 2357.147705
	Iteration 0F: 3 clusters Score -168389.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -168743.531250 Penalty: 2357.147705
	Iteration 1F: 3 clusters Score -168743.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -168855.468750 Penalty: 2357.147705
	Iteration 2F: 3 clusters Score -168855.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -168922.343750 Penalty: 2357.147705
	Iteration 3Q: 3 clusters Score -168922.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -168951.593750 Penalty: 2357.147705
	Iteration 4Q: 3 clusters Score -168951.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -168974.453125 Penalty: 2357.147705
	Iteration 5Q: 3 clusters Score -168974.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -168989.078125 Penalty: 2357.147705
	Iteration 6Q: 3 clusters Score -168989.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -169002.250000 Penalty: 2357.147705
	Iteration 7Q: 3 clusters Score -169002.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -169016.203125 Penalty: 2357.147705
	Iteration 8Q: 3 clusters Score -169016.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -169024.140625 Penalty: 2357.147705
	Iteration 9Q: 3 clusters Score -169024.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -169028.593750 Penalty: 2357.147705
	Iteration 10Q: 3 clusters Score -169028.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -169032.031250 Penalty: 2357.147705
	Iteration 11Q: 3 clusters Score -169032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -169036.656250 Penalty: 2357.147705
	Iteration 12Q: 3 clusters Score -169036.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -169038.765625 Penalty: 2357.147705
	Iteration 13Q: 3 clusters Score -169038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -169039.421875 Penalty: 2357.147705
	Iteration 14Q: 3 clusters Score -169039.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -169040.203125 Penalty: 2357.147705
	Iteration 15Q: 3 clusters Score -169040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -169041.296875 Penalty: 2357.147705
	Iteration 16Q: 3 clusters Score -169041.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -169044.359375 Penalty: 2357.147705
	Iteration 17Q: 3 clusters Score -169044.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -169044.359375 Penalty: 2357.147705
	Iteration 18F: 3 clusters Score -169044.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Entering Unmasked Estep 
Score: -3597880.000000 Penalty: 1666.201172
	Iteration 0F: 2 clusters Score -3597880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3578863.000000 Penalty: 3332.402344
	Iteration 0F: 3 clusters Score -3578863 nChanged 13057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3585836.500000 Penalty: 3332.402344
	Iteration 1F: 3 clusters Score -3585836 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3586215.250000 Penalty: 3332.402344
	Iteration 2Q: 3 clusters Score -3586215 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -3586622.500000 Penalty: 3332.402344
	Iteration 3Q: 3 clusters Score -3586622 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3587043.250000 Penalty: 3332.402344
	Iteration 4Q: 3 clusters Score -3587043 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3587481.750000 Penalty: 3332.402344
	Iteration 5Q: 3 clusters Score -3587482 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3587944.500000 Penalty: 3332.402344
	Iteration 6Q: 3 clusters Score -3587944 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3588359.500000 Penalty: 3332.402344
	Iteration 7Q: 3 clusters Score -3588360 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3588726.000000 Penalty: 3332.402344
	Iteration 8Q: 3 clusters Score -3588726 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3589048.250000 Penalty: 3332.402344
	Iteration 9Q: 3 clusters Score -3589048 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3589363.250000 Penalty: 3332.402344
	Iteration 10Q: 3 clusters Score -3589363 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3589600.250000 Penalty: 3332.402344
	Iteration 11Q: 3 clusters Score -3589600 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3589836.000000 Penalty: 3332.402344
	Iteration 12Q: 3 clusters Score -3589836 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3590019.000000 Penalty: 3332.402344
	Iteration 13Q: 3 clusters Score -3590019 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3590198.500000 Penalty: 3332.402344
	Iteration 14Q: 3 clusters Score -3590198 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3590325.750000 Penalty: 3332.402344
	Iteration 15Q: 3 clusters Score -3590326 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3590477.750000 Penalty: 3332.402344
	Iteration 16Q: 3 clusters Score -3590478 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3590651.250000 Penalty: 3332.402344
	Iteration 17Q: 3 clusters Score -3590651 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3590862.250000 Penalty: 3332.402344
	Iteration 18Q: 3 clusters Score -3590862 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3591138.000000 Penalty: 3332.402344
	Iteration 19Q: 3 clusters Score -3591138 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -3591485.500000 Penalty: 3332.402344
	Iteration 20F: 3 clusters Score -3591486 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3591906.250000 Penalty: 3332.402344
	Iteration 21Q: 3 clusters Score -3591906 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3592436.500000 Penalty: 3332.402344
	Iteration 22Q: 3 clusters Score -3592436 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3593048.750000 Penalty: 3332.402344
	Iteration 23Q: 3 clusters Score -3593049 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3593713.250000 Penalty: 3332.402344
	Iteration 24Q: 3 clusters Score -3593713 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3594399.000000 Penalty: 3332.402344
	Iteration 25Q: 3 clusters Score -3594399 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -3594946.750000 Penalty: 3332.402344
	Iteration 26Q: 3 clusters Score -3594947 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3595368.750000 Penalty: 3332.402344
	Iteration 27Q: 3 clusters Score -3595369 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3595663.500000 Penalty: 3332.402344
	Iteration 28Q: 3 clusters Score -3595664 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3595880.250000 Penalty: 3332.402344
	Iteration 29Q: 3 clusters Score -3595880 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -3596021.000000 Penalty: 3332.402344
	Iteration 30Q: 3 clusters Score -3596021 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -3596138.250000 Penalty: 3332.402344
	Iteration 31Q: 3 clusters Score -3596138 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -3596245.250000 Penalty: 3332.402344
	Iteration 32Q: 3 clusters Score -3596245 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3596314.500000 Penalty: 3332.402344
	Iteration 33Q: 3 clusters Score -3596314 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3596347.500000 Penalty: 3332.402344
	Iteration 34Q: 3 clusters Score -3596348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -3596373.500000 Penalty: 3332.402344
	Iteration 35Q: 3 clusters Score -3596374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -3596388.500000 Penalty: 3332.402344
	Iteration 36Q: 3 clusters Score -3596388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3596410.250000 Penalty: 3332.402344
	Iteration 37Q: 3 clusters Score -3596410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -3596434.000000 Penalty: 3332.402344
	Iteration 38Q: 3 clusters Score -3596434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3596444.250000 Penalty: 3332.402344
	Iteration 39Q: 3 clusters Score -3596444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -3596453.750000 Penalty: 3332.402344
	Iteration 40F: 3 clusters Score -3596454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -3596468.750000 Penalty: 3332.402344
	Iteration 41Q: 3 clusters Score -3596469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3596481.500000 Penalty: 3332.402344
	Iteration 42Q: 3 clusters Score -3596482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -3596494.000000 Penalty: 3332.402344
	Iteration 43Q: 3 clusters Score -3596494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3596497.000000 Penalty: 3332.402344
	Iteration 44Q: 3 clusters Score -3596497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -3596505.000000 Penalty: 3332.402344
	Iteration 45Q: 3 clusters Score -3596505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3596514.000000 Penalty: 3332.402344
	Iteration 46Q: 3 clusters Score -3596514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -3596523.250000 Penalty: 3332.402344
	Iteration 47Q: 3 clusters Score -3596523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -3596533.500000 Penalty: 3332.402344
	Iteration 48Q: 3 clusters Score -3596534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -3596542.750000 Penalty: 3332.402344
	Iteration 49Q: 3 clusters Score -3596543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -3596548.500000 Penalty: 3332.402344
	Iteration 50Q: 3 clusters Score -3596548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -3596554.750000 Penalty: 3332.402344
	Iteration 51Q: 3 clusters Score -3596555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -3596561.250000 Penalty: 3332.402344
	Iteration 52Q: 3 clusters Score -3596561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3596560.250000 Penalty: 3332.402344
	Iteration 53Q: 3 clusters Score -3596560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -3596563.250000 Penalty: 3332.402344
	Iteration 54Q: 3 clusters Score -3596563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -3596562.250000 Penalty: 3332.402344
	Iteration 55Q: 3 clusters Score -3596562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -3596562.250000 Penalty: 3332.402344
	Iteration 56F: 3 clusters Score -3596562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (89524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89524 members 
Entering Unmasked Estep 
Score: -11448787.000000 Penalty: 1852.867554
	Iteration 0F: 2 clusters Score -1.144879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -11390051.000000 Penalty: 3705.735107
	Iteration 0F: 3 clusters Score -1.139005e+07 nChanged 42675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -11414713.000000 Penalty: 3705.735107
	Iteration 1F: 3 clusters Score -1.141471e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -11415856.000000 Penalty: 3705.735107
	Iteration 2Q: 3 clusters Score -1.141586e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -11417406.000000 Penalty: 3705.735107
	Iteration 3Q: 3 clusters Score -1.141741e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -11419690.000000 Penalty: 3705.735107
	Iteration 4F: 3 clusters Score -1.141969e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -11422286.000000 Penalty: 3705.735107
	Iteration 5F: 3 clusters Score -1.142229e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -11425138.000000 Penalty: 3705.735107
	Iteration 6F: 3 clusters Score -1.142514e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -11427896.000000 Penalty: 3705.735107
	Iteration 7F: 3 clusters Score -1.14279e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -11430275.000000 Penalty: 3705.735107
	Iteration 8F: 3 clusters Score -1.143028e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68115 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -11432440.000000 Penalty: 3705.735107
	Iteration 9Q: 3 clusters Score -1.143244e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71881 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -11434508.000000 Penalty: 3705.735107
	Iteration 10Q: 3 clusters Score -1.143451e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -11436702.000000 Penalty: 3705.735107
	Iteration 11Q: 3 clusters Score -1.14367e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -11438964.000000 Penalty: 3705.735107
	Iteration 12Q: 3 clusters Score -1.143896e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82697 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -11441497.000000 Penalty: 3705.735107
	Iteration 13Q: 3 clusters Score -1.14415e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -11443794.000000 Penalty: 3705.735107
	Iteration 14Q: 3 clusters Score -1.144379e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87437 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -11445430.000000 Penalty: 3705.735107
	Iteration 15Q: 3 clusters Score -1.144543e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11446331.000000 Penalty: 3705.735107
	Iteration 16Q: 3 clusters Score -1.144633e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -11446776.000000 Penalty: 3705.735107
	Iteration 17Q: 3 clusters Score -1.144678e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -11446970.000000 Penalty: 3705.735107
	Iteration 18Q: 3 clusters Score -1.144697e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89269 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -11447069.000000 Penalty: 3705.735107
	Iteration 19Q: 3 clusters Score -1.144707e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89290 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -11447108.000000 Penalty: 3705.735107
	Iteration 20F: 3 clusters Score -1.144711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89305 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11447128.000000 Penalty: 3705.735107
	Iteration 21Q: 3 clusters Score -1.144713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -11447149.000000 Penalty: 3705.735107
	Iteration 22Q: 3 clusters Score -1.144715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89312 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11447171.000000 Penalty: 3705.735107
	Iteration 23Q: 3 clusters Score -1.144717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89315 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11447181.000000 Penalty: 3705.735107
	Iteration 24Q: 3 clusters Score -1.144718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89320 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11447196.000000 Penalty: 3705.735107
	Iteration 25Q: 3 clusters Score -1.14472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11447201.000000 Penalty: 3705.735107
	Iteration 26Q: 3 clusters Score -1.14472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11447199.000000 Penalty: 3705.735107
	Iteration 27Q: 3 clusters Score -1.14472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11447196.000000 Penalty: 3705.735107
	Iteration 28Q: 3 clusters Score -1.14472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11447201.000000 Penalty: 3705.735107
	Iteration 29Q: 3 clusters Score -1.14472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11447201.000000 Penalty: 3705.735107
	Iteration 30F: 3 clusters Score -1.14472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -29349.654297 Penalty: 972.389648
	Iteration 0F: 2 clusters Score -29349.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28757.439453 Penalty: 1944.779297
	Iteration 0F: 3 clusters Score -28757.44 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29262.781250 Penalty: 1944.779297
	Iteration 1F: 3 clusters Score -29262.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29337.544922 Penalty: 1944.779297
	Iteration 2F: 3 clusters Score -29337.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29420.869141 Penalty: 1944.779297
	Iteration 3Q: 3 clusters Score -29420.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29483.697266 Penalty: 1944.779297
	Iteration 4Q: 3 clusters Score -29483.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29486.439453 Penalty: 1944.779297
	Iteration 5Q: 3 clusters Score -29486.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29513.677734 Penalty: 1944.779297
	Iteration 6Q: 3 clusters Score -29513.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29540.423828 Penalty: 1944.779297
	Iteration 7Q: 3 clusters Score -29540.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29540.972656 Penalty: 1944.779297
	Iteration 8Q: 3 clusters Score -29540.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29541.443359 Penalty: 1944.779297
	Iteration 9Q: 3 clusters Score -29541.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -29545.277344 Penalty: 1944.779297
	Iteration 10Q: 3 clusters Score -29545.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29548.791016 Penalty: 1944.779297
	Iteration 11Q: 3 clusters Score -29548.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29550.332031 Penalty: 1944.779297
	Iteration 12Q: 3 clusters Score -29550.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29551.017578 Penalty: 1944.779297
	Iteration 13Q: 3 clusters Score -29551.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29552.738281 Penalty: 1944.779297
	Iteration 14Q: 3 clusters Score -29552.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29557.716797 Penalty: 1944.779297
	Iteration 15Q: 3 clusters Score -29557.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29558.126953 Penalty: 1944.779297
	Iteration 16Q: 3 clusters Score -29558.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29558.990234 Penalty: 1944.779297
	Iteration 17Q: 3 clusters Score -29558.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29561.173828 Penalty: 1944.779297
	Iteration 18F: 3 clusters Score -29561.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29596.582031 Penalty: 1944.779297
	Iteration 19Q: 3 clusters Score -29596.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29640.822266 Penalty: 1944.779297
	Iteration 20F: 3 clusters Score -29640.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29673.814453 Penalty: 1944.779297
	Iteration 21Q: 3 clusters Score -29673.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29698.150391 Penalty: 1944.779297
	Iteration 22Q: 3 clusters Score -29698.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29715.970703 Penalty: 1944.779297
	Iteration 23Q: 3 clusters Score -29715.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29716.255859 Penalty: 1944.779297
	Iteration 24F: 3 clusters Score -29716.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29736.085938 Penalty: 1944.779297
	Iteration 25Q: 3 clusters Score -29736.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29738.654297 Penalty: 1944.779297
	Iteration 26Q: 3 clusters Score -29738.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29739.421875 Penalty: 1944.779297
	Iteration 27Q: 3 clusters Score -29739.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29739.421875 Penalty: 1944.779297
	Iteration 28F: 3 clusters Score -29739.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 17090 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 28383 members 
Mstep: Class 7 contains 89524 members 
Mstep: Class 8 contains 103 members 
Mstep: Class 9 contains 12128 members 
Mstep: Class 10 contains 53304 members 
Mstep: Class 11 contains 139761 members 
Mstep: Class 12 contains 37851 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6200 members 
Mstep: Class 15 contains 10217 members 
Mstep: Class 16 contains 27489 members 
Mstep: Class 17 contains 5198 members 
Mstep: Class 18 contains 7814 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 130716 members 
Mstep: Class 21 contains 6080 members 
Mstep: Class 22 contains 55647 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3907 members 
Mstep: Class 26 contains 4742 members 
Mstep: Class 27 contains 36335 members 
Mstep: Class 28 contains 5531 members 
Mstep: Class 29 contains 121522 members 
Mstep: Class 30 contains 6341 members 
Mstep: Class 31 contains 18832 members 
Mstep: Class 32 contains 9778 members 
Mstep: Class 33 contains 2896 members 
Mstep: Class 34 contains 294 members 
Entering Unmasked Estep 
Score: -108936552.000000 Penalty: 75654.937500
Splitting cluster 8 changes total score from -108937512.000000 to -108936552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (12128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Entering Unmasked Estep 
Score: -1411107.875000 Penalty: 1528.031616
	Iteration 0F: 2 clusters Score -1411108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1402588.250000 Penalty: 3056.063232
	Iteration 0F: 3 clusters Score -1402588 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1405861.000000 Penalty: 3056.063232
	Iteration 1F: 3 clusters Score -1405861 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1406604.375000 Penalty: 3056.063232
	Iteration 2F: 3 clusters Score -1406604 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1407247.250000 Penalty: 3056.063232
	Iteration 3F: 3 clusters Score -1407247 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1407852.625000 Penalty: 3056.063232
	Iteration 4F: 3 clusters Score -1407853 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1408404.500000 Penalty: 3056.063232
	Iteration 5F: 3 clusters Score -1408404 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1408839.375000 Penalty: 3056.063232
	Iteration 6F: 3 clusters Score -1408839 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1409146.250000 Penalty: 3056.063232
	Iteration 7Q: 3 clusters Score -1409146 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1409315.125000 Penalty: 3056.063232
	Iteration 8Q: 3 clusters Score -1409315 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1409416.625000 Penalty: 3056.063232
	Iteration 9Q: 3 clusters Score -1409417 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1409465.625000 Penalty: 3056.063232
	Iteration 10Q: 3 clusters Score -1409466 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1409497.750000 Penalty: 3056.063232
	Iteration 11Q: 3 clusters Score -1409498 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1409526.125000 Penalty: 3056.063232
	Iteration 12Q: 3 clusters Score -1409526 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1409540.375000 Penalty: 3056.063232
	Iteration 13Q: 3 clusters Score -1409540 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1409556.500000 Penalty: 3056.063232
	Iteration 14Q: 3 clusters Score -1409556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1409570.500000 Penalty: 3056.063232
	Iteration 15Q: 3 clusters Score -1409570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1409578.750000 Penalty: 3056.063232
	Iteration 16Q: 3 clusters Score -1409579 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1409594.125000 Penalty: 3056.063232
	Iteration 17Q: 3 clusters Score -1409594 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1409603.000000 Penalty: 3056.063232
	Iteration 18Q: 3 clusters Score -1409603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1409611.250000 Penalty: 3056.063232
	Iteration 19Q: 3 clusters Score -1409611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1409618.500000 Penalty: 3056.063232
	Iteration 20F: 3 clusters Score -1409618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1409621.375000 Penalty: 3056.063232
	Iteration 21Q: 3 clusters Score -1409621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1409636.500000 Penalty: 3056.063232
	Iteration 22Q: 3 clusters Score -1409636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1409648.375000 Penalty: 3056.063232
	Iteration 23Q: 3 clusters Score -1409648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1409662.375000 Penalty: 3056.063232
	Iteration 24Q: 3 clusters Score -1409662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1409670.000000 Penalty: 3056.063232
	Iteration 25Q: 3 clusters Score -1409670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1409680.125000 Penalty: 3056.063232
	Iteration 26Q: 3 clusters Score -1409680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1409683.875000 Penalty: 3056.063232
	Iteration 27Q: 3 clusters Score -1409684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1409694.625000 Penalty: 3056.063232
	Iteration 28Q: 3 clusters Score -1409695 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1409697.625000 Penalty: 3056.063232
	Iteration 29Q: 3 clusters Score -1409698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1409706.500000 Penalty: 3056.063232
	Iteration 30Q: 3 clusters Score -1409706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1409711.125000 Penalty: 3056.063232
	Iteration 31Q: 3 clusters Score -1409711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1409719.375000 Penalty: 3056.063232
	Iteration 32Q: 3 clusters Score -1409719 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1409723.625000 Penalty: 3056.063232
	Iteration 33Q: 3 clusters Score -1409724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1409728.750000 Penalty: 3056.063232
	Iteration 34Q: 3 clusters Score -1409729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1409733.250000 Penalty: 3056.063232
	Iteration 35Q: 3 clusters Score -1409733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1409738.500000 Penalty: 3056.063232
	Iteration 36Q: 3 clusters Score -1409738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1409744.125000 Penalty: 3056.063232
	Iteration 37Q: 3 clusters Score -1409744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1409751.125000 Penalty: 3056.063232
	Iteration 38Q: 3 clusters Score -1409751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1409760.750000 Penalty: 3056.063232
	Iteration 39Q: 3 clusters Score -1409761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1409773.625000 Penalty: 3056.063232
	Iteration 40F: 3 clusters Score -1409774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1409781.500000 Penalty: 3056.063232
	Iteration 41Q: 3 clusters Score -1409782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1409793.750000 Penalty: 3056.063232
	Iteration 42Q: 3 clusters Score -1409794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1409796.625000 Penalty: 3056.063232
	Iteration 43Q: 3 clusters Score -1409797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1409802.375000 Penalty: 3056.063232
	Iteration 44Q: 3 clusters Score -1409802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1409814.250000 Penalty: 3056.063232
	Iteration 45Q: 3 clusters Score -1409814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1409825.125000 Penalty: 3056.063232
	Iteration 46Q: 3 clusters Score -1409825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1409832.000000 Penalty: 3056.063232
	Iteration 47Q: 3 clusters Score -1409832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1409838.375000 Penalty: 3056.063232
	Iteration 48Q: 3 clusters Score -1409838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1409849.625000 Penalty: 3056.063232
	Iteration 49Q: 3 clusters Score -1409850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1409856.875000 Penalty: 3056.063232
	Iteration 50Q: 3 clusters Score -1409857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1409860.750000 Penalty: 3056.063232
	Iteration 51Q: 3 clusters Score -1409861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1409864.875000 Penalty: 3056.063232
	Iteration 52Q: 3 clusters Score -1409865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1409866.250000 Penalty: 3056.063232
	Iteration 53Q: 3 clusters Score -1409866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1409878.125000 Penalty: 3056.063232
	Iteration 54Q: 3 clusters Score -1409878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1409878.250000 Penalty: 3056.063232
	Iteration 55Q: 3 clusters Score -1409878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1409882.625000 Penalty: 3056.063232
	Iteration 56Q: 3 clusters Score -1409883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1409885.625000 Penalty: 3056.063232
	Iteration 57Q: 3 clusters Score -1409886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1409886.625000 Penalty: 3056.063232
	Iteration 58Q: 3 clusters Score -1409887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1409888.375000 Penalty: 3056.063232
	Iteration 59Q: 3 clusters Score -1409888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1409895.625000 Penalty: 3056.063232
	Iteration 60F: 3 clusters Score -1409896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1409895.250000 Penalty: 3056.063232
	Iteration 61Q: 3 clusters Score -1409895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1409896.125000 Penalty: 3056.063232
	Iteration 62Q: 3 clusters Score -1409896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1409897.375000 Penalty: 3056.063232
	Iteration 63Q: 3 clusters Score -1409897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1409899.125000 Penalty: 3056.063232
	Iteration 64Q: 3 clusters Score -1409899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1409899.750000 Penalty: 3056.063232
	Iteration 65Q: 3 clusters Score -1409900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1409897.125000 Penalty: 3056.063232
	Iteration 66Q: 3 clusters Score -1409897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1409899.000000 Penalty: 3056.063232
	Iteration 67Q: 3 clusters Score -1409899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1409897.875000 Penalty: 3056.063232
	Iteration 68Q: 3 clusters Score -1409898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1409897.750000 Penalty: 3056.063232
	Iteration 69Q: 3 clusters Score -1409898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1409897.875000 Penalty: 3056.063232
	Iteration 70Q: 3 clusters Score -1409898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1409898.000000 Penalty: 3056.063232
	Iteration 71Q: 3 clusters Score -1409898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1409898.000000 Penalty: 3056.063232
	Iteration 72F: 3 clusters Score -1409898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Entering Unmasked Estep 
Score: -6321455.500000 Penalty: 1768.612061
	Iteration 0F: 2 clusters Score -6321456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -6285940.000000 Penalty: 3537.224121
	Iteration 0F: 3 clusters Score -6285940 nChanged 25012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -6300498.000000 Penalty: 3537.224121
	Iteration 1F: 3 clusters Score -6300498 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -6301302.000000 Penalty: 3537.224121
	Iteration 2Q: 3 clusters Score -6301302 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -6302242.000000 Penalty: 3537.224121
	Iteration 3Q: 3 clusters Score -6302242 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -6303408.500000 Penalty: 3537.224121
	Iteration 4Q: 3 clusters Score -6303408 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -6304846.500000 Penalty: 3537.224121
	Iteration 5F: 3 clusters Score -6304846 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -6306708.000000 Penalty: 3537.224121
	Iteration 6F: 3 clusters Score -6306708 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -6308633.500000 Penalty: 3537.224121
	Iteration 7F: 3 clusters Score -6308634 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -6310451.500000 Penalty: 3537.224121
	Iteration 8F: 3 clusters Score -6310452 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -6312113.000000 Penalty: 3537.224121
	Iteration 9Q: 3 clusters Score -6312113 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -6313452.500000 Penalty: 3537.224121
	Iteration 10Q: 3 clusters Score -6313452 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -6314579.500000 Penalty: 3537.224121
	Iteration 11Q: 3 clusters Score -6314580 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -6315449.500000 Penalty: 3537.224121
	Iteration 12Q: 3 clusters Score -6315450 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -6316136.500000 Penalty: 3537.224121
	Iteration 13Q: 3 clusters Score -6316136 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -6316755.000000 Penalty: 3537.224121
	Iteration 14Q: 3 clusters Score -6316755 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -6317322.000000 Penalty: 3537.224121
	Iteration 15Q: 3 clusters Score -6317322 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -6317786.000000 Penalty: 3537.224121
	Iteration 16Q: 3 clusters Score -6317786 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -6318246.000000 Penalty: 3537.224121
	Iteration 17Q: 3 clusters Score -6318246 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -6318624.000000 Penalty: 3537.224121
	Iteration 18Q: 3 clusters Score -6318624 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -6318941.500000 Penalty: 3537.224121
	Iteration 19Q: 3 clusters Score -6318942 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6319233.000000 Penalty: 3537.224121
	Iteration 20F: 3 clusters Score -6319233 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6319408.000000 Penalty: 3537.224121
	Iteration 21Q: 3 clusters Score -6319408 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6319571.000000 Penalty: 3537.224121
	Iteration 22Q: 3 clusters Score -6319571 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6319688.000000 Penalty: 3537.224121
	Iteration 23Q: 3 clusters Score -6319688 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6319793.500000 Penalty: 3537.224121
	Iteration 24Q: 3 clusters Score -6319794 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6319842.000000 Penalty: 3537.224121
	Iteration 25Q: 3 clusters Score -6319842 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6319894.500000 Penalty: 3537.224121
	Iteration 26Q: 3 clusters Score -6319894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6319947.500000 Penalty: 3537.224121
	Iteration 27Q: 3 clusters Score -6319948 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6319985.500000 Penalty: 3537.224121
	Iteration 28Q: 3 clusters Score -6319986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6320001.000000 Penalty: 3537.224121
	Iteration 29Q: 3 clusters Score -6320001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6320009.500000 Penalty: 3537.224121
	Iteration 30Q: 3 clusters Score -6320010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6320028.000000 Penalty: 3537.224121
	Iteration 31Q: 3 clusters Score -6320028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6320038.000000 Penalty: 3537.224121
	Iteration 32Q: 3 clusters Score -6320038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6320058.500000 Penalty: 3537.224121
	Iteration 33Q: 3 clusters Score -6320058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6320064.000000 Penalty: 3537.224121
	Iteration 34Q: 3 clusters Score -6320064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6320060.000000 Penalty: 3537.224121
	Iteration 35Q: 3 clusters Score -6320060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6320062.000000 Penalty: 3537.224121
	Iteration 36Q: 3 clusters Score -6320062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6320071.500000 Penalty: 3537.224121
	Iteration 37Q: 3 clusters Score -6320072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6320073.500000 Penalty: 3537.224121
	Iteration 38Q: 3 clusters Score -6320074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6320081.500000 Penalty: 3537.224121
	Iteration 39Q: 3 clusters Score -6320082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6320078.500000 Penalty: 3537.224121
	Iteration 40F: 3 clusters Score -6320078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6320080.500000 Penalty: 3537.224121
	Iteration 41Q: 3 clusters Score -6320080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6320083.500000 Penalty: 3537.224121
	Iteration 42Q: 3 clusters Score -6320084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6320083.500000 Penalty: 3537.224121
	Iteration 43F: 3 clusters Score -6320084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (139761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139761 members 
Entering Unmasked Estep 
Score: -17739456.000000 Penalty: 1925.249390
	Iteration 0F: 2 clusters Score -1.773946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69615 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -17657638.000000 Penalty: 3850.498779
	Iteration 0F: 3 clusters Score -1.765764e+07 nChanged 67180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -17697074.000000 Penalty: 3850.498779
	Iteration 1F: 3 clusters Score -1.769707e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -17699182.000000 Penalty: 3850.498779
	Iteration 2Q: 3 clusters Score -1.769918e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 86051 members 
Entering Unmasked Estep 
Score: -17702658.000000 Penalty: 3850.498779
	Iteration 3F: 3 clusters Score -1.770266e+07 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 94004 members 
Entering Unmasked Estep 
Score: -17707860.000000 Penalty: 3850.498779
	Iteration 4F: 3 clusters Score -1.770786e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 103254 members 
Entering Unmasked Estep 
Score: -17714990.000000 Penalty: 3850.498779
	Iteration 5F: 3 clusters Score -1.771499e+07 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 112881 members 
Entering Unmasked Estep 
Score: -17724228.000000 Penalty: 3850.498779
	Iteration 6F: 3 clusters Score -1.772423e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 121952 members 
Entering Unmasked Estep 
Score: -17731600.000000 Penalty: 3850.498779
	Iteration 7F: 3 clusters Score -1.77316e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 129569 members 
Entering Unmasked Estep 
Score: -17736012.000000 Penalty: 3850.498779
	Iteration 8F: 3 clusters Score -1.773601e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 134670 members 
Entering Unmasked Estep 
Score: -17737796.000000 Penalty: 3850.498779
	Iteration 9Q: 3 clusters Score -1.77378e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 137519 members 
Entering Unmasked Estep 
Score: -17738316.000000 Penalty: 3850.498779
	Iteration 10Q: 3 clusters Score -1.773832e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 138816 members 
Entering Unmasked Estep 
Score: -17738212.000000 Penalty: 3850.498779
	Iteration 11Q: 3 clusters Score -1.773821e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 139220 members 
Entering Unmasked Estep 
Score: -17738298.000000 Penalty: 3850.498779
	Iteration 12Q: 3 clusters Score -1.77383e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 139357 members 
Entering Unmasked Estep 
Score: -17738300.000000 Penalty: 3850.498779
	Iteration 13Q: 3 clusters Score -1.77383e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 139427 members 
Entering Unmasked Estep 
Score: -17738300.000000 Penalty: 3850.498779
	Iteration 14Q: 3 clusters Score -1.77383e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 139448 members 
Entering Unmasked Estep 
Score: -17738328.000000 Penalty: 3850.498779
	Iteration 15Q: 3 clusters Score -1.773833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 139467 members 
Entering Unmasked Estep 
Score: -17738340.000000 Penalty: 3850.498779
	Iteration 16Q: 3 clusters Score -1.773834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 139476 members 
Entering Unmasked Estep 
Score: -17738366.000000 Penalty: 3850.498779
	Iteration 17Q: 3 clusters Score -1.773837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 139483 members 
Entering Unmasked Estep 
Score: -17738356.000000 Penalty: 3850.498779
	Iteration 18Q: 3 clusters Score -1.773836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 139485 members 
Entering Unmasked Estep 
Score: -17738364.000000 Penalty: 3850.498779
	Iteration 19Q: 3 clusters Score -1.773836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 139486 members 
Entering Unmasked Estep 
Score: -17738356.000000 Penalty: 3850.498779
	Iteration 20F: 3 clusters Score -1.773836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 139487 members 
Entering Unmasked Estep 
Score: -17738356.000000 Penalty: 3850.498779
	Iteration 21Q: 3 clusters Score -1.773836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 139488 members 
Entering Unmasked Estep 
Score: -17738360.000000 Penalty: 3850.498779
	Iteration 22Q: 3 clusters Score -1.773836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 139489 members 
Entering Unmasked Estep 
Score: -17738374.000000 Penalty: 3850.498779
	Iteration 23Q: 3 clusters Score -1.773837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 139493 members 
Entering Unmasked Estep 
Score: -17738362.000000 Penalty: 3850.498779
	Iteration 24Q: 3 clusters Score -1.773836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 139494 members 
Entering Unmasked Estep 
Score: -17738358.000000 Penalty: 3850.498779
	Iteration 25Q: 3 clusters Score -1.773836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 139496 members 
Entering Unmasked Estep 
Score: -17738348.000000 Penalty: 3850.498779
	Iteration 26Q: 3 clusters Score -1.773835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 139496 members 
Entering Unmasked Estep 
Score: -17738348.000000 Penalty: 3850.498779
	Iteration 27F: 3 clusters Score -1.773835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Entering Unmasked Estep 
Score: -4535813.500000 Penalty: 1712.979492
	Iteration 0F: 2 clusters Score -4535814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -4510421.500000 Penalty: 3425.958984
	Iteration 0F: 3 clusters Score -4510422 nChanged 17628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -4520624.500000 Penalty: 3425.958984
	Iteration 1F: 3 clusters Score -4520624 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -4521474.000000 Penalty: 3425.958984
	Iteration 2F: 3 clusters Score -4521474 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -4522456.000000 Penalty: 3425.958984
	Iteration 3F: 3 clusters Score -4522456 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4523524.500000 Penalty: 3425.958984
	Iteration 4F: 3 clusters Score -4523524 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -4524690.000000 Penalty: 3425.958984
	Iteration 5F: 3 clusters Score -4524690 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -4525998.000000 Penalty: 3425.958984
	Iteration 6F: 3 clusters Score -4525998 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -4527457.000000 Penalty: 3425.958984
	Iteration 7F: 3 clusters Score -4527457 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -4528856.500000 Penalty: 3425.958984
	Iteration 8F: 3 clusters Score -4528856 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -4530040.000000 Penalty: 3425.958984
	Iteration 9Q: 3 clusters Score -4530040 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -4530917.500000 Penalty: 3425.958984
	Iteration 10Q: 3 clusters Score -4530918 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -4531379.500000 Penalty: 3425.958984
	Iteration 11Q: 3 clusters Score -4531380 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -4531714.000000 Penalty: 3425.958984
	Iteration 12Q: 3 clusters Score -4531714 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -4531944.000000 Penalty: 3425.958984
	Iteration 13Q: 3 clusters Score -4531944 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -4532133.000000 Penalty: 3425.958984
	Iteration 14Q: 3 clusters Score -4532133 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -4532299.000000 Penalty: 3425.958984
	Iteration 15Q: 3 clusters Score -4532299 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -4532483.500000 Penalty: 3425.958984
	Iteration 16Q: 3 clusters Score -4532484 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -4532665.500000 Penalty: 3425.958984
	Iteration 17Q: 3 clusters Score -4532666 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4532906.500000 Penalty: 3425.958984
	Iteration 18Q: 3 clusters Score -4532906 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4533173.000000 Penalty: 3425.958984
	Iteration 19Q: 3 clusters Score -4533173 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -4533430.500000 Penalty: 3425.958984
	Iteration 20F: 3 clusters Score -4533430 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -4533679.500000 Penalty: 3425.958984
	Iteration 21Q: 3 clusters Score -4533680 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4533965.500000 Penalty: 3425.958984
	Iteration 22Q: 3 clusters Score -4533966 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -4534257.000000 Penalty: 3425.958984
	Iteration 23Q: 3 clusters Score -4534257 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -4534487.500000 Penalty: 3425.958984
	Iteration 24Q: 3 clusters Score -4534488 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -4534671.500000 Penalty: 3425.958984
	Iteration 25Q: 3 clusters Score -4534672 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -4534806.500000 Penalty: 3425.958984
	Iteration 26Q: 3 clusters Score -4534806 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -4534943.500000 Penalty: 3425.958984
	Iteration 27Q: 3 clusters Score -4534944 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -4535023.500000 Penalty: 3425.958984
	Iteration 28Q: 3 clusters Score -4535024 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -4535081.500000 Penalty: 3425.958984
	Iteration 29Q: 3 clusters Score -4535082 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -4535112.000000 Penalty: 3425.958984
	Iteration 30Q: 3 clusters Score -4535112 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -4535131.000000 Penalty: 3425.958984
	Iteration 31Q: 3 clusters Score -4535131 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -4535162.500000 Penalty: 3425.958984
	Iteration 32Q: 3 clusters Score -4535162 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -4535182.000000 Penalty: 3425.958984
	Iteration 33Q: 3 clusters Score -4535182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -4535195.000000 Penalty: 3425.958984
	Iteration 34Q: 3 clusters Score -4535195 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4535203.500000 Penalty: 3425.958984
	Iteration 35Q: 3 clusters Score -4535204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -4535223.500000 Penalty: 3425.958984
	Iteration 36Q: 3 clusters Score -4535224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -4535224.000000 Penalty: 3425.958984
	Iteration 37Q: 3 clusters Score -4535224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -4535229.500000 Penalty: 3425.958984
	Iteration 38Q: 3 clusters Score -4535230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -4535252.000000 Penalty: 3425.958984
	Iteration 39Q: 3 clusters Score -4535252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -4535269.500000 Penalty: 3425.958984
	Iteration 40F: 3 clusters Score -4535270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -4535273.000000 Penalty: 3425.958984
	Iteration 41Q: 3 clusters Score -4535273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -4535283.500000 Penalty: 3425.958984
	Iteration 42Q: 3 clusters Score -4535284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -4535285.000000 Penalty: 3425.958984
	Iteration 43Q: 3 clusters Score -4535285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -4535299.000000 Penalty: 3425.958984
	Iteration 44Q: 3 clusters Score -4535299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -4535287.000000 Penalty: 3425.958984
	Iteration 45Q: 3 clusters Score -4535287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -4535300.500000 Penalty: 3425.958984
	Iteration 46Q: 3 clusters Score -4535300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -4535298.000000 Penalty: 3425.958984
	Iteration 47Q: 3 clusters Score -4535298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -4535302.000000 Penalty: 3425.958984
	Iteration 48Q: 3 clusters Score -4535302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4535300.000000 Penalty: 3425.958984
	Iteration 49Q: 3 clusters Score -4535300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4535305.000000 Penalty: 3425.958984
	Iteration 50Q: 3 clusters Score -4535305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -4535307.500000 Penalty: 3425.958984
	Iteration 51Q: 3 clusters Score -4535308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -4535304.500000 Penalty: 3425.958984
	Iteration 52Q: 3 clusters Score -4535304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -4535310.000000 Penalty: 3425.958984
	Iteration 53Q: 3 clusters Score -4535310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4535308.500000 Penalty: 3425.958984
	Iteration 54Q: 3 clusters Score -4535308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -4535312.500000 Penalty: 3425.958984
	Iteration 55Q: 3 clusters Score -4535312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -4535323.500000 Penalty: 3425.958984
	Iteration 56Q: 3 clusters Score -4535324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -4535321.000000 Penalty: 3425.958984
	Iteration 57Q: 3 clusters Score -4535321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4535324.000000 Penalty: 3425.958984
	Iteration 58Q: 3 clusters Score -4535324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -4535325.500000 Penalty: 3425.958984
	Iteration 59Q: 3 clusters Score -4535326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -4535319.000000 Penalty: 3425.958984
	Iteration 60F: 3 clusters Score -4535319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -4535319.500000 Penalty: 3425.958984
	Iteration 61Q: 3 clusters Score -4535320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -4535320.500000 Penalty: 3425.958984
	Iteration 62Q: 3 clusters Score -4535320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -4535318.000000 Penalty: 3425.958984
	Iteration 63Q: 3 clusters Score -4535318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -4535325.000000 Penalty: 3425.958984
	Iteration 64Q: 3 clusters Score -4535325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -4535322.000000 Penalty: 3425.958984
	Iteration 65Q: 3 clusters Score -4535322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -4535324.000000 Penalty: 3425.958984
	Iteration 66Q: 3 clusters Score -4535324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -4535328.000000 Penalty: 3425.958984
	Iteration 67Q: 3 clusters Score -4535328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -4535324.500000 Penalty: 3425.958984
	Iteration 68Q: 3 clusters Score -4535324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -4535326.500000 Penalty: 3425.958984
	Iteration 69Q: 3 clusters Score -4535326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -4535332.000000 Penalty: 3425.958984
	Iteration 70Q: 3 clusters Score -4535332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -4535338.500000 Penalty: 3425.958984
	Iteration 71Q: 3 clusters Score -4535338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -4535339.500000 Penalty: 3425.958984
	Iteration 72Q: 3 clusters Score -4535340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -4535341.000000 Penalty: 3425.958984
	Iteration 73Q: 3 clusters Score -4535341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -4535347.000000 Penalty: 3425.958984
	Iteration 74Q: 3 clusters Score -4535347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -4535344.000000 Penalty: 3425.958984
	Iteration 75Q: 3 clusters Score -4535344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -4535350.000000 Penalty: 3425.958984
	Iteration 76Q: 3 clusters Score -4535350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -4535343.000000 Penalty: 3425.958984
	Iteration 77Q: 3 clusters Score -4535343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -4535342.500000 Penalty: 3425.958984
	Iteration 78Q: 3 clusters Score -4535342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -4535343.500000 Penalty: 3425.958984
	Iteration 79Q: 3 clusters Score -4535344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -4535347.000000 Penalty: 3425.958984
	Iteration 80F: 3 clusters Score -4535347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -4535345.000000 Penalty: 3425.958984
	Iteration 81Q: 3 clusters Score -4535345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4535344.500000 Penalty: 3425.958984
	Iteration 82Q: 3 clusters Score -4535344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -4535346.000000 Penalty: 3425.958984
	Iteration 83Q: 3 clusters Score -4535346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -4535350.500000 Penalty: 3425.958984
	Iteration 84Q: 3 clusters Score -4535350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4535352.000000 Penalty: 3425.958984
	Iteration 85Q: 3 clusters Score -4535352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -4535355.000000 Penalty: 3425.958984
	Iteration 86Q: 3 clusters Score -4535355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -4535355.500000 Penalty: 3425.958984
	Iteration 87Q: 3 clusters Score -4535356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -4535359.500000 Penalty: 3425.958984
	Iteration 88Q: 3 clusters Score -4535360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -4535359.500000 Penalty: 3425.958984
	Iteration 89Q: 3 clusters Score -4535360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -4535359.500000 Penalty: 3425.958984
	Iteration 90F: 3 clusters Score -4535360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -240057.218750 Penalty: 1215.477905
	Iteration 0F: 2 clusters Score -240057.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -238081.312500 Penalty: 2430.955811
	Iteration 0F: 3 clusters Score -238081.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -238441.078125 Penalty: 2430.955811
	Iteration 1F: 3 clusters Score -238441.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -238520.859375 Penalty: 2430.955811
	Iteration 2F: 3 clusters Score -238520.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -238564.921875 Penalty: 2430.955811
	Iteration 3Q: 3 clusters Score -238564.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -238591.078125 Penalty: 2430.955811
	Iteration 4Q: 3 clusters Score -238591.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -238614.375000 Penalty: 2430.955811
	Iteration 5Q: 3 clusters Score -238614.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -238630.531250 Penalty: 2430.955811
	Iteration 6Q: 3 clusters Score -238630.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -238640.203125 Penalty: 2430.955811
	Iteration 7Q: 3 clusters Score -238640.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -238649.000000 Penalty: 2430.955811
	Iteration 8Q: 3 clusters Score -238649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -238654.609375 Penalty: 2430.955811
	Iteration 9Q: 3 clusters Score -238654.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -238660.218750 Penalty: 2430.955811
	Iteration 10Q: 3 clusters Score -238660.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -238665.093750 Penalty: 2430.955811
	Iteration 11Q: 3 clusters Score -238665.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -238672.687500 Penalty: 2430.955811
	Iteration 12Q: 3 clusters Score -238672.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -238679.359375 Penalty: 2430.955811
	Iteration 13Q: 3 clusters Score -238679.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -238687.218750 Penalty: 2430.955811
	Iteration 14Q: 3 clusters Score -238687.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -238695.343750 Penalty: 2430.955811
	Iteration 15Q: 3 clusters Score -238695.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -238699.546875 Penalty: 2430.955811
	Iteration 16Q: 3 clusters Score -238699.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -238702.531250 Penalty: 2430.955811
	Iteration 17Q: 3 clusters Score -238702.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -238705.546875 Penalty: 2430.955811
	Iteration 18Q: 3 clusters Score -238705.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -238708.078125 Penalty: 2430.955811
	Iteration 19Q: 3 clusters Score -238708.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -238712.234375 Penalty: 2430.955811
	Iteration 20F: 3 clusters Score -238712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -238715.125000 Penalty: 2430.955811
	Iteration 21Q: 3 clusters Score -238715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -238717.765625 Penalty: 2430.955811
	Iteration 22Q: 3 clusters Score -238717.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -238721.015625 Penalty: 2430.955811
	Iteration 23Q: 3 clusters Score -238721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -238722.140625 Penalty: 2430.955811
	Iteration 24Q: 3 clusters Score -238722.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -238723.453125 Penalty: 2430.955811
	Iteration 25Q: 3 clusters Score -238723.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -238723.562500 Penalty: 2430.955811
	Iteration 26Q: 3 clusters Score -238723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -238724.781250 Penalty: 2430.955811
	Iteration 27Q: 3 clusters Score -238724.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -238728.140625 Penalty: 2430.955811
	Iteration 28Q: 3 clusters Score -238728.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -238730.375000 Penalty: 2430.955811
	Iteration 29Q: 3 clusters Score -238730.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -238734.031250 Penalty: 2430.955811
	Iteration 30Q: 3 clusters Score -238734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -238737.859375 Penalty: 2430.955811
	Iteration 31Q: 3 clusters Score -238737.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -238741.656250 Penalty: 2430.955811
	Iteration 32Q: 3 clusters Score -238741.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -238744.609375 Penalty: 2430.955811
	Iteration 33Q: 3 clusters Score -238744.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -238747.125000 Penalty: 2430.955811
	Iteration 34Q: 3 clusters Score -238747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -238749.781250 Penalty: 2430.955811
	Iteration 35Q: 3 clusters Score -238749.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -238752.640625 Penalty: 2430.955811
	Iteration 36Q: 3 clusters Score -238752.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -238756.062500 Penalty: 2430.955811
	Iteration 37Q: 3 clusters Score -238756.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -238760.656250 Penalty: 2430.955811
	Iteration 38Q: 3 clusters Score -238760.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -238766.984375 Penalty: 2430.955811
	Iteration 39Q: 3 clusters Score -238767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -238773.078125 Penalty: 2430.955811
	Iteration 40F: 3 clusters Score -238773.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -238776.406250 Penalty: 2430.955811
	Iteration 41Q: 3 clusters Score -238776.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -238783.828125 Penalty: 2430.955811
	Iteration 42Q: 3 clusters Score -238783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -238787.796875 Penalty: 2430.955811
	Iteration 43Q: 3 clusters Score -238787.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -238791.421875 Penalty: 2430.955811
	Iteration 44Q: 3 clusters Score -238791.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -238792.625000 Penalty: 2430.955811
	Iteration 45Q: 3 clusters Score -238792.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -238792.984375 Penalty: 2430.955811
	Iteration 46Q: 3 clusters Score -238793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -238792.984375 Penalty: 2430.955811
	Iteration 47F: 3 clusters Score -238793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Entering Unmasked Estep 
Score: -746249.187500 Penalty: 1418.999512
	Iteration 0F: 2 clusters Score -746249.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -741488.937500 Penalty: 2837.999023
	Iteration 0F: 3 clusters Score -741488.9 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -742859.250000 Penalty: 2837.999023
	Iteration 1F: 3 clusters Score -742859.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -743055.312500 Penalty: 2837.999023
	Iteration 2F: 3 clusters Score -743055.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -743224.937500 Penalty: 2837.999023
	Iteration 3F: 3 clusters Score -743224.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -743409.750000 Penalty: 2837.999023
	Iteration 4F: 3 clusters Score -743409.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -743615.812500 Penalty: 2837.999023
	Iteration 5F: 3 clusters Score -743615.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -743835.062500 Penalty: 2837.999023
	Iteration 6F: 3 clusters Score -743835.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -744057.875000 Penalty: 2837.999023
	Iteration 7Q: 3 clusters Score -744057.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -744263.562500 Penalty: 2837.999023
	Iteration 8Q: 3 clusters Score -744263.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -744458.062500 Penalty: 2837.999023
	Iteration 9Q: 3 clusters Score -744458.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -744627.500000 Penalty: 2837.999023
	Iteration 10Q: 3 clusters Score -744627.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -744765.187500 Penalty: 2837.999023
	Iteration 11Q: 3 clusters Score -744765.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -744867.375000 Penalty: 2837.999023
	Iteration 12Q: 3 clusters Score -744867.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -744926.875000 Penalty: 2837.999023
	Iteration 13Q: 3 clusters Score -744926.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -744975.875000 Penalty: 2837.999023
	Iteration 14Q: 3 clusters Score -744975.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -745006.562500 Penalty: 2837.999023
	Iteration 15Q: 3 clusters Score -745006.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -745029.687500 Penalty: 2837.999023
	Iteration 16Q: 3 clusters Score -745029.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -745047.687500 Penalty: 2837.999023
	Iteration 17Q: 3 clusters Score -745047.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -745074.000000 Penalty: 2837.999023
	Iteration 18Q: 3 clusters Score -745074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -745100.000000 Penalty: 2837.999023
	Iteration 19Q: 3 clusters Score -745100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -745128.000000 Penalty: 2837.999023
	Iteration 20F: 3 clusters Score -745128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -745143.312500 Penalty: 2837.999023
	Iteration 21Q: 3 clusters Score -745143.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -745153.875000 Penalty: 2837.999023
	Iteration 22Q: 3 clusters Score -745153.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -745162.250000 Penalty: 2837.999023
	Iteration 23Q: 3 clusters Score -745162.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -745165.687500 Penalty: 2837.999023
	Iteration 24Q: 3 clusters Score -745165.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -745169.812500 Penalty: 2837.999023
	Iteration 25Q: 3 clusters Score -745169.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -745173.812500 Penalty: 2837.999023
	Iteration 26Q: 3 clusters Score -745173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -745175.687500 Penalty: 2837.999023
	Iteration 27Q: 3 clusters Score -745175.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -745178.437500 Penalty: 2837.999023
	Iteration 28Q: 3 clusters Score -745178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -745178.812500 Penalty: 2837.999023
	Iteration 29Q: 3 clusters Score -745178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -745179.562500 Penalty: 2837.999023
	Iteration 30Q: 3 clusters Score -745179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -745182.875000 Penalty: 2837.999023
	Iteration 31Q: 3 clusters Score -745182.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -745182.875000 Penalty: 2837.999023
	Iteration 32F: 3 clusters Score -745182.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Entering Unmasked Estep 
Score: -1237672.125000 Penalty: 1500.168945
	Iteration 0F: 2 clusters Score -1237672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1230367.500000 Penalty: 3000.337891
	Iteration 0F: 3 clusters Score -1230368 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1232734.875000 Penalty: 3000.337891
	Iteration 1F: 3 clusters Score -1232735 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1233012.375000 Penalty: 3000.337891
	Iteration 2F: 3 clusters Score -1233012 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1233239.875000 Penalty: 3000.337891
	Iteration 3F: 3 clusters Score -1233240 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1233486.875000 Penalty: 3000.337891
	Iteration 4Q: 3 clusters Score -1233487 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1233770.500000 Penalty: 3000.337891
	Iteration 5F: 3 clusters Score -1233770 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1234040.500000 Penalty: 3000.337891
	Iteration 6Q: 3 clusters Score -1234040 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1234319.625000 Penalty: 3000.337891
	Iteration 7Q: 3 clusters Score -1234320 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1234622.750000 Penalty: 3000.337891
	Iteration 8Q: 3 clusters Score -1234623 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1234957.375000 Penalty: 3000.337891
	Iteration 9Q: 3 clusters Score -1234957 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1235221.125000 Penalty: 3000.337891
	Iteration 10Q: 3 clusters Score -1235221 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1235416.625000 Penalty: 3000.337891
	Iteration 11Q: 3 clusters Score -1235417 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1235575.375000 Penalty: 3000.337891
	Iteration 12Q: 3 clusters Score -1235575 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1235678.000000 Penalty: 3000.337891
	Iteration 13Q: 3 clusters Score -1235678 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1235755.000000 Penalty: 3000.337891
	Iteration 14Q: 3 clusters Score -1235755 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1235834.625000 Penalty: 3000.337891
	Iteration 15Q: 3 clusters Score -1235835 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1235901.250000 Penalty: 3000.337891
	Iteration 16Q: 3 clusters Score -1235901 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1235959.250000 Penalty: 3000.337891
	Iteration 17Q: 3 clusters Score -1235959 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1236015.625000 Penalty: 3000.337891
	Iteration 18Q: 3 clusters Score -1236016 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1236060.250000 Penalty: 3000.337891
	Iteration 19Q: 3 clusters Score -1236060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1236086.875000 Penalty: 3000.337891
	Iteration 20F: 3 clusters Score -1236087 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1236110.250000 Penalty: 3000.337891
	Iteration 21Q: 3 clusters Score -1236110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1236140.125000 Penalty: 3000.337891
	Iteration 22Q: 3 clusters Score -1236140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1236166.000000 Penalty: 3000.337891
	Iteration 23Q: 3 clusters Score -1236166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1236179.375000 Penalty: 3000.337891
	Iteration 24Q: 3 clusters Score -1236179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1236206.875000 Penalty: 3000.337891
	Iteration 25Q: 3 clusters Score -1236207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1236239.125000 Penalty: 3000.337891
	Iteration 26Q: 3 clusters Score -1236239 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1236258.625000 Penalty: 3000.337891
	Iteration 27Q: 3 clusters Score -1236259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1236275.625000 Penalty: 3000.337891
	Iteration 28Q: 3 clusters Score -1236276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1236297.375000 Penalty: 3000.337891
	Iteration 29Q: 3 clusters Score -1236297 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1236331.125000 Penalty: 3000.337891
	Iteration 30Q: 3 clusters Score -1236331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1236365.125000 Penalty: 3000.337891
	Iteration 31Q: 3 clusters Score -1236365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1236383.250000 Penalty: 3000.337891
	Iteration 32Q: 3 clusters Score -1236383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1236399.625000 Penalty: 3000.337891
	Iteration 33Q: 3 clusters Score -1236400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1236408.750000 Penalty: 3000.337891
	Iteration 34Q: 3 clusters Score -1236409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1236412.625000 Penalty: 3000.337891
	Iteration 35Q: 3 clusters Score -1236413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1236417.125000 Penalty: 3000.337891
	Iteration 36Q: 3 clusters Score -1236417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1236419.000000 Penalty: 3000.337891
	Iteration 37Q: 3 clusters Score -1236419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1236426.250000 Penalty: 3000.337891
	Iteration 38Q: 3 clusters Score -1236426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1236440.125000 Penalty: 3000.337891
	Iteration 39Q: 3 clusters Score -1236440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1236456.250000 Penalty: 3000.337891
	Iteration 40F: 3 clusters Score -1236456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1236464.750000 Penalty: 3000.337891
	Iteration 41Q: 3 clusters Score -1236465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1236469.000000 Penalty: 3000.337891
	Iteration 42Q: 3 clusters Score -1236469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1236475.625000 Penalty: 3000.337891
	Iteration 43Q: 3 clusters Score -1236476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1236484.750000 Penalty: 3000.337891
	Iteration 44Q: 3 clusters Score -1236485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1236491.750000 Penalty: 3000.337891
	Iteration 45Q: 3 clusters Score -1236492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1236500.750000 Penalty: 3000.337891
	Iteration 46Q: 3 clusters Score -1236501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1236511.625000 Penalty: 3000.337891
	Iteration 47Q: 3 clusters Score -1236512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1236514.625000 Penalty: 3000.337891
	Iteration 48Q: 3 clusters Score -1236515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1236516.750000 Penalty: 3000.337891
	Iteration 49Q: 3 clusters Score -1236517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1236518.375000 Penalty: 3000.337891
	Iteration 50Q: 3 clusters Score -1236518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1236519.000000 Penalty: 3000.337891
	Iteration 51Q: 3 clusters Score -1236519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1236519.750000 Penalty: 3000.337891
	Iteration 52Q: 3 clusters Score -1236520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1236520.750000 Penalty: 3000.337891
	Iteration 53Q: 3 clusters Score -1236521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1236520.750000 Penalty: 3000.337891
	Iteration 54F: 3 clusters Score -1236521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Entering Unmasked Estep 
Score: -3546860.750000 Penalty: 1661.000488
	Iteration 0F: 2 clusters Score -3546861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3528387.500000 Penalty: 3322.000977
	Iteration 0F: 3 clusters Score -3528388 nChanged 12702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3535222.750000 Penalty: 3322.000977
	Iteration 1F: 3 clusters Score -3535223 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3535725.750000 Penalty: 3322.000977
	Iteration 2Q: 3 clusters Score -3535726 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3536259.750000 Penalty: 3322.000977
	Iteration 3Q: 3 clusters Score -3536260 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3536849.750000 Penalty: 3322.000977
	Iteration 4Q: 3 clusters Score -3536850 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3537508.250000 Penalty: 3322.000977
	Iteration 5Q: 3 clusters Score -3537508 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -3538209.500000 Penalty: 3322.000977
	Iteration 6F: 3 clusters Score -3538210 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3538876.500000 Penalty: 3322.000977
	Iteration 7Q: 3 clusters Score -3538876 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -3539528.500000 Penalty: 3322.000977
	Iteration 8Q: 3 clusters Score -3539528 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3540053.000000 Penalty: 3322.000977
	Iteration 9Q: 3 clusters Score -3540053 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3540455.750000 Penalty: 3322.000977
	Iteration 10Q: 3 clusters Score -3540456 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -3540831.750000 Penalty: 3322.000977
	Iteration 11Q: 3 clusters Score -3540832 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3541149.000000 Penalty: 3322.000977
	Iteration 12Q: 3 clusters Score -3541149 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3541463.750000 Penalty: 3322.000977
	Iteration 13Q: 3 clusters Score -3541464 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3541736.000000 Penalty: 3322.000977
	Iteration 14Q: 3 clusters Score -3541736 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3541975.250000 Penalty: 3322.000977
	Iteration 15Q: 3 clusters Score -3541975 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3542189.500000 Penalty: 3322.000977
	Iteration 16Q: 3 clusters Score -3542190 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -3542432.750000 Penalty: 3322.000977
	Iteration 17Q: 3 clusters Score -3542433 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3542663.500000 Penalty: 3322.000977
	Iteration 18Q: 3 clusters Score -3542664 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3542886.500000 Penalty: 3322.000977
	Iteration 19Q: 3 clusters Score -3542886 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -3543147.500000 Penalty: 3322.000977
	Iteration 20F: 3 clusters Score -3543148 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3543364.000000 Penalty: 3322.000977
	Iteration 21Q: 3 clusters Score -3543364 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -3543612.250000 Penalty: 3322.000977
	Iteration 22Q: 3 clusters Score -3543612 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3543855.750000 Penalty: 3322.000977
	Iteration 23Q: 3 clusters Score -3543856 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3544125.250000 Penalty: 3322.000977
	Iteration 24Q: 3 clusters Score -3544125 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -3544397.500000 Penalty: 3322.000977
	Iteration 25Q: 3 clusters Score -3544398 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3544653.250000 Penalty: 3322.000977
	Iteration 26Q: 3 clusters Score -3544653 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3544856.000000 Penalty: 3322.000977
	Iteration 27Q: 3 clusters Score -3544856 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3545065.500000 Penalty: 3322.000977
	Iteration 28Q: 3 clusters Score -3545066 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3545205.250000 Penalty: 3322.000977
	Iteration 29Q: 3 clusters Score -3545205 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3545334.500000 Penalty: 3322.000977
	Iteration 30Q: 3 clusters Score -3545334 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3545411.250000 Penalty: 3322.000977
	Iteration 31Q: 3 clusters Score -3545411 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3545493.000000 Penalty: 3322.000977
	Iteration 32Q: 3 clusters Score -3545493 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3545553.750000 Penalty: 3322.000977
	Iteration 33Q: 3 clusters Score -3545554 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3545611.750000 Penalty: 3322.000977
	Iteration 34Q: 3 clusters Score -3545612 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3545648.000000 Penalty: 3322.000977
	Iteration 35Q: 3 clusters Score -3545648 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3545682.750000 Penalty: 3322.000977
	Iteration 36Q: 3 clusters Score -3545683 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3545703.000000 Penalty: 3322.000977
	Iteration 37Q: 3 clusters Score -3545703 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -3545726.000000 Penalty: 3322.000977
	Iteration 38Q: 3 clusters Score -3545726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -3545725.750000 Penalty: 3322.000977
	Iteration 39Q: 3 clusters Score -3545726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3545746.750000 Penalty: 3322.000977
	Iteration 40F: 3 clusters Score -3545747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3545756.750000 Penalty: 3322.000977
	Iteration 41Q: 3 clusters Score -3545757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3545763.250000 Penalty: 3322.000977
	Iteration 42Q: 3 clusters Score -3545763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -3545772.000000 Penalty: 3322.000977
	Iteration 43Q: 3 clusters Score -3545772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3545775.000000 Penalty: 3322.000977
	Iteration 44Q: 3 clusters Score -3545775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -3545776.000000 Penalty: 3322.000977
	Iteration 45Q: 3 clusters Score -3545776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3545784.750000 Penalty: 3322.000977
	Iteration 46Q: 3 clusters Score -3545785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3545792.500000 Penalty: 3322.000977
	Iteration 47Q: 3 clusters Score -3545792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3545802.000000 Penalty: 3322.000977
	Iteration 48Q: 3 clusters Score -3545802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -3545806.500000 Penalty: 3322.000977
	Iteration 49Q: 3 clusters Score -3545806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3545806.250000 Penalty: 3322.000977
	Iteration 50Q: 3 clusters Score -3545806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3545817.000000 Penalty: 3322.000977
	Iteration 51Q: 3 clusters Score -3545817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3545828.750000 Penalty: 3322.000977
	Iteration 52Q: 3 clusters Score -3545829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -3545832.000000 Penalty: 3322.000977
	Iteration 53Q: 3 clusters Score -3545832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3545839.750000 Penalty: 3322.000977
	Iteration 54Q: 3 clusters Score -3545840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3545847.250000 Penalty: 3322.000977
	Iteration 55Q: 3 clusters Score -3545847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3545853.750000 Penalty: 3322.000977
	Iteration 56Q: 3 clusters Score -3545854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -3545851.750000 Penalty: 3322.000977
	Iteration 57Q: 3 clusters Score -3545852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -3545851.000000 Penalty: 3322.000977
	Iteration 58Q: 3 clusters Score -3545851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3545858.250000 Penalty: 3322.000977
	Iteration 59Q: 3 clusters Score -3545858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -3545859.500000 Penalty: 3322.000977
	Iteration 60F: 3 clusters Score -3545860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -3545863.250000 Penalty: 3322.000977
	Iteration 61Q: 3 clusters Score -3545863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -3545858.250000 Penalty: 3322.000977
	Iteration 62Q: 3 clusters Score -3545858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -3545859.750000 Penalty: 3322.000977
	Iteration 63Q: 3 clusters Score -3545860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3545858.500000 Penalty: 3322.000977
	Iteration 64Q: 3 clusters Score -3545858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3545858.500000 Penalty: 3322.000977
	Iteration 65F: 3 clusters Score -3545858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Entering Unmasked Estep 
Score: -654540.562500 Penalty: 1390.354736
	Iteration 0F: 2 clusters Score -654540.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -650489.875000 Penalty: 2780.709473
	Iteration 0F: 3 clusters Score -650489.9 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -651604.625000 Penalty: 2780.709473
	Iteration 1F: 3 clusters Score -651604.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -651776.312500 Penalty: 2780.709473
	Iteration 2F: 3 clusters Score -651776.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -651900.250000 Penalty: 2780.709473
	Iteration 3Q: 3 clusters Score -651900.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -652003.062500 Penalty: 2780.709473
	Iteration 4Q: 3 clusters Score -652003.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -652113.375000 Penalty: 2780.709473
	Iteration 5Q: 3 clusters Score -652113.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -652259.812500 Penalty: 2780.709473
	Iteration 6Q: 3 clusters Score -652259.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -652466.500000 Penalty: 2780.709473
	Iteration 7Q: 3 clusters Score -652466.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -652742.875000 Penalty: 2780.709473
	Iteration 8F: 3 clusters Score -652742.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -653033.500000 Penalty: 2780.709473
	Iteration 9F: 3 clusters Score -653033.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -653300.750000 Penalty: 2780.709473
	Iteration 10F: 3 clusters Score -653300.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -653468.187500 Penalty: 2780.709473
	Iteration 11Q: 3 clusters Score -653468.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -653601.875000 Penalty: 2780.709473
	Iteration 12Q: 3 clusters Score -653601.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -653685.187500 Penalty: 2780.709473
	Iteration 13Q: 3 clusters Score -653685.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -653739.687500 Penalty: 2780.709473
	Iteration 14Q: 3 clusters Score -653739.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -653766.375000 Penalty: 2780.709473
	Iteration 15Q: 3 clusters Score -653766.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -653782.187500 Penalty: 2780.709473
	Iteration 16Q: 3 clusters Score -653782.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -653789.875000 Penalty: 2780.709473
	Iteration 17Q: 3 clusters Score -653789.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -653792.187500 Penalty: 2780.709473
	Iteration 18Q: 3 clusters Score -653792.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -653795.437500 Penalty: 2780.709473
	Iteration 19Q: 3 clusters Score -653795.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -653800.062500 Penalty: 2780.709473
	Iteration 20F: 3 clusters Score -653800.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -653802.875000 Penalty: 2780.709473
	Iteration 21Q: 3 clusters Score -653802.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -653802.062500 Penalty: 2780.709473
	Iteration 22Q: 3 clusters Score -653802.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -653803.500000 Penalty: 2780.709473
	Iteration 23Q: 3 clusters Score -653803.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -653804.812500 Penalty: 2780.709473
	Iteration 24Q: 3 clusters Score -653804.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -653806.125000 Penalty: 2780.709473
	Iteration 25Q: 3 clusters Score -653806.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -653806.125000 Penalty: 2780.709473
	Iteration 26F: 3 clusters Score -653806.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Entering Unmasked Estep 
Score: -987677.750000 Penalty: 1456.596802
	Iteration 0F: 2 clusters Score -987677.8 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 3916 members 
Entering Unmasked Estep 
Score: -981868.312500 Penalty: 2913.193604
	Iteration 0F: 3 clusters Score -981868.3 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -983692.312500 Penalty: 2913.193604
	Iteration 1F: 3 clusters Score -983692.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -983940.062500 Penalty: 2913.193604
	Iteration 2F: 3 clusters Score -983940.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -984180.812500 Penalty: 2913.193604
	Iteration 3F: 3 clusters Score -984180.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -984480.562500 Penalty: 2913.193604
	Iteration 4F: 3 clusters Score -984480.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -984886.250000 Penalty: 2913.193604
	Iteration 5F: 3 clusters Score -984886.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -985396.687500 Penalty: 2913.193604
	Iteration 6F: 3 clusters Score -985396.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -985910.125000 Penalty: 2913.193604
	Iteration 7F: 3 clusters Score -985910.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -986299.187500 Penalty: 2913.193604
	Iteration 8F: 3 clusters Score -986299.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -986546.312500 Penalty: 2913.193604
	Iteration 9Q: 3 clusters Score -986546.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -986695.812500 Penalty: 2913.193604
	Iteration 10Q: 3 clusters Score -986695.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -986764.875000 Penalty: 2913.193604
	Iteration 11Q: 3 clusters Score -986764.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -986807.812500 Penalty: 2913.193604
	Iteration 12Q: 3 clusters Score -986807.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -986835.625000 Penalty: 2913.193604
	Iteration 13Q: 3 clusters Score -986835.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -986853.687500 Penalty: 2913.193604
	Iteration 14Q: 3 clusters Score -986853.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -986866.875000 Penalty: 2913.193604
	Iteration 15Q: 3 clusters Score -986866.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -986879.687500 Penalty: 2913.193604
	Iteration 16Q: 3 clusters Score -986879.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -986890.812500 Penalty: 2913.193604
	Iteration 17Q: 3 clusters Score -986890.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -986901.750000 Penalty: 2913.193604
	Iteration 18Q: 3 clusters Score -986901.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -986909.375000 Penalty: 2913.193604
	Iteration 19Q: 3 clusters Score -986909.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -986917.000000 Penalty: 2913.193604
	Iteration 20F: 3 clusters Score -986917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -986919.000000 Penalty: 2913.193604
	Iteration 21Q: 3 clusters Score -986919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -986924.437500 Penalty: 2913.193604
	Iteration 22Q: 3 clusters Score -986924.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -986930.625000 Penalty: 2913.193604
	Iteration 23Q: 3 clusters Score -986930.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -986937.937500 Penalty: 2913.193604
	Iteration 24Q: 3 clusters Score -986937.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -986942.937500 Penalty: 2913.193604
	Iteration 25Q: 3 clusters Score -986942.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -986953.125000 Penalty: 2913.193604
	Iteration 26Q: 3 clusters Score -986953.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -986962.750000 Penalty: 2913.193604
	Iteration 27Q: 3 clusters Score -986962.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -986977.750000 Penalty: 2913.193604
	Iteration 28Q: 3 clusters Score -986977.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -986993.375000 Penalty: 2913.193604
	Iteration 29Q: 3 clusters Score -986993.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -987006.250000 Penalty: 2913.193604
	Iteration 30Q: 3 clusters Score -987006.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -987018.750000 Penalty: 2913.193604
	Iteration 31Q: 3 clusters Score -987018.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -987034.062500 Penalty: 2913.193604
	Iteration 32Q: 3 clusters Score -987034.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -987048.250000 Penalty: 2913.193604
	Iteration 33Q: 3 clusters Score -987048.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -987062.750000 Penalty: 2913.193604
	Iteration 34Q: 3 clusters Score -987062.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -987080.312500 Penalty: 2913.193604
	Iteration 35Q: 3 clusters Score -987080.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -987091.687500 Penalty: 2913.193604
	Iteration 36Q: 3 clusters Score -987091.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -987103.000000 Penalty: 2913.193604
	Iteration 37Q: 3 clusters Score -987103 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -987113.250000 Penalty: 2913.193604
	Iteration 38Q: 3 clusters Score -987113.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -987121.500000 Penalty: 2913.193604
	Iteration 39Q: 3 clusters Score -987121.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -987125.437500 Penalty: 2913.193604
	Iteration 40F: 3 clusters Score -987125.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -987134.187500 Penalty: 2913.193604
	Iteration 41Q: 3 clusters Score -987134.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -987136.625000 Penalty: 2913.193604
	Iteration 42Q: 3 clusters Score -987136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -987136.375000 Penalty: 2913.193604
	Iteration 43Q: 3 clusters Score -987136.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -987137.125000 Penalty: 2913.193604
	Iteration 44Q: 3 clusters Score -987137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -987138.250000 Penalty: 2913.193604
	Iteration 45Q: 3 clusters Score -987138.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -987138.000000 Penalty: 2913.193604
	Iteration 46Q: 3 clusters Score -987138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -987138.437500 Penalty: 2913.193604
	Iteration 47Q: 3 clusters Score -987138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -987137.750000 Penalty: 2913.193604
	Iteration 48Q: 3 clusters Score -987137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -987138.812500 Penalty: 2913.193604
	Iteration 49Q: 3 clusters Score -987138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -987139.250000 Penalty: 2913.193604
	Iteration 50Q: 3 clusters Score -987139.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -987139.062500 Penalty: 2913.193604
	Iteration 51Q: 3 clusters Score -987139.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -987139.062500 Penalty: 2913.193604
	Iteration 52F: 3 clusters Score -987139.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Entering Unmasked Estep 
Score: -1865719.125000 Penalty: 1560.617676
	Iteration 0F: 2 clusters Score -1865719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1855398.875000 Penalty: 3121.235352
	Iteration 0F: 3 clusters Score -1855399 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1858907.375000 Penalty: 3121.235352
	Iteration 1F: 3 clusters Score -1858907 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1859245.625000 Penalty: 3121.235352
	Iteration 2F: 3 clusters Score -1859246 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1859608.625000 Penalty: 3121.235352
	Iteration 3F: 3 clusters Score -1859609 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1860031.750000 Penalty: 3121.235352
	Iteration 4F: 3 clusters Score -1860032 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1860537.875000 Penalty: 3121.235352
	Iteration 5F: 3 clusters Score -1860538 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1861113.500000 Penalty: 3121.235352
	Iteration 6F: 3 clusters Score -1861114 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1861719.625000 Penalty: 3121.235352
	Iteration 7F: 3 clusters Score -1861720 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1862268.000000 Penalty: 3121.235352
	Iteration 8F: 3 clusters Score -1862268 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1862697.250000 Penalty: 3121.235352
	Iteration 9Q: 3 clusters Score -1862697 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1862990.125000 Penalty: 3121.235352
	Iteration 10Q: 3 clusters Score -1862990 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1863264.500000 Penalty: 3121.235352
	Iteration 11Q: 3 clusters Score -1863264 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1863495.625000 Penalty: 3121.235352
	Iteration 12Q: 3 clusters Score -1863496 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1863670.875000 Penalty: 3121.235352
	Iteration 13Q: 3 clusters Score -1863671 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1863799.125000 Penalty: 3121.235352
	Iteration 14Q: 3 clusters Score -1863799 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1863902.125000 Penalty: 3121.235352
	Iteration 15Q: 3 clusters Score -1863902 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1864005.750000 Penalty: 3121.235352
	Iteration 16Q: 3 clusters Score -1864006 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1864102.750000 Penalty: 3121.235352
	Iteration 17Q: 3 clusters Score -1864103 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1864195.000000 Penalty: 3121.235352
	Iteration 18Q: 3 clusters Score -1864195 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1864294.125000 Penalty: 3121.235352
	Iteration 19Q: 3 clusters Score -1864294 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1864367.875000 Penalty: 3121.235352
	Iteration 20F: 3 clusters Score -1864368 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1864436.625000 Penalty: 3121.235352
	Iteration 21Q: 3 clusters Score -1864437 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1864504.250000 Penalty: 3121.235352
	Iteration 22Q: 3 clusters Score -1864504 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1864540.750000 Penalty: 3121.235352
	Iteration 23Q: 3 clusters Score -1864541 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1864575.375000 Penalty: 3121.235352
	Iteration 24Q: 3 clusters Score -1864575 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1864596.625000 Penalty: 3121.235352
	Iteration 25Q: 3 clusters Score -1864597 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1864607.875000 Penalty: 3121.235352
	Iteration 26Q: 3 clusters Score -1864608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1864622.750000 Penalty: 3121.235352
	Iteration 27Q: 3 clusters Score -1864623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1864627.125000 Penalty: 3121.235352
	Iteration 28Q: 3 clusters Score -1864627 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1864642.250000 Penalty: 3121.235352
	Iteration 29Q: 3 clusters Score -1864642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1864653.375000 Penalty: 3121.235352
	Iteration 30Q: 3 clusters Score -1864653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1864661.375000 Penalty: 3121.235352
	Iteration 31Q: 3 clusters Score -1864661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1864665.250000 Penalty: 3121.235352
	Iteration 32Q: 3 clusters Score -1864665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1864669.625000 Penalty: 3121.235352
	Iteration 33Q: 3 clusters Score -1864670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1864671.875000 Penalty: 3121.235352
	Iteration 34Q: 3 clusters Score -1864672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1864677.750000 Penalty: 3121.235352
	Iteration 35Q: 3 clusters Score -1864678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1864690.250000 Penalty: 3121.235352
	Iteration 36Q: 3 clusters Score -1864690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1864694.500000 Penalty: 3121.235352
	Iteration 37Q: 3 clusters Score -1864694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1864697.125000 Penalty: 3121.235352
	Iteration 38Q: 3 clusters Score -1864697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1864697.750000 Penalty: 3121.235352
	Iteration 39Q: 3 clusters Score -1864698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1864696.875000 Penalty: 3121.235352
	Iteration 40F: 3 clusters Score -1864697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1864702.750000 Penalty: 3121.235352
	Iteration 41Q: 3 clusters Score -1864703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1864707.625000 Penalty: 3121.235352
	Iteration 42Q: 3 clusters Score -1864708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1864705.375000 Penalty: 3121.235352
	Iteration 43Q: 3 clusters Score -1864705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1864704.750000 Penalty: 3121.235352
	Iteration 44Q: 3 clusters Score -1864705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1864707.750000 Penalty: 3121.235352
	Iteration 45Q: 3 clusters Score -1864708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1864713.875000 Penalty: 3121.235352
	Iteration 46Q: 3 clusters Score -1864714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1864710.000000 Penalty: 3121.235352
	Iteration 47Q: 3 clusters Score -1864710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1864708.750000 Penalty: 3121.235352
	Iteration 48Q: 3 clusters Score -1864709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1864710.750000 Penalty: 3121.235352
	Iteration 49Q: 3 clusters Score -1864711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1864707.875000 Penalty: 3121.235352
	Iteration 50Q: 3 clusters Score -1864708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1864708.750000 Penalty: 3121.235352
	Iteration 51Q: 3 clusters Score -1864709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1864710.250000 Penalty: 3121.235352
	Iteration 52Q: 3 clusters Score -1864710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1864710.000000 Penalty: 3121.235352
	Iteration 53Q: 3 clusters Score -1864710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1864712.375000 Penalty: 3121.235352
	Iteration 54Q: 3 clusters Score -1864712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1864710.750000 Penalty: 3121.235352
	Iteration 55Q: 3 clusters Score -1864711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1864714.250000 Penalty: 3121.235352
	Iteration 56Q: 3 clusters Score -1864714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1864711.875000 Penalty: 3121.235352
	Iteration 57Q: 3 clusters Score -1864712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1864714.875000 Penalty: 3121.235352
	Iteration 58Q: 3 clusters Score -1864715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1864711.875000 Penalty: 3121.235352
	Iteration 59Q: 3 clusters Score -1864712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1864717.500000 Penalty: 3121.235352
	Iteration 60F: 3 clusters Score -1864718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1864712.500000 Penalty: 3121.235352
	Iteration 61Q: 3 clusters Score -1864712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1864716.250000 Penalty: 3121.235352
	Iteration 62Q: 3 clusters Score -1864716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1864716.250000 Penalty: 3121.235352
	Iteration 63F: 3 clusters Score -1864716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (130716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130716 members 
Entering Unmasked Estep 
Score: -16710444.000000 Penalty: 1914.377197
	Iteration 0F: 2 clusters Score -1.671044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -16628476.000000 Penalty: 3828.754395
	Iteration 0F: 3 clusters Score -1.662848e+07 nChanged 62664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 68512 members 
Entering Unmasked Estep 
Score: -16665897.000000 Penalty: 3828.754395
	Iteration 1F: 3 clusters Score -1.66659e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -16667256.000000 Penalty: 3828.754395
	Iteration 2Q: 3 clusters Score -1.666726e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -16669115.000000 Penalty: 3828.754395
	Iteration 3Q: 3 clusters Score -1.666912e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
Score: -16672156.000000 Penalty: 3828.754395
	Iteration 4F: 3 clusters Score -1.667216e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 75963 members 
Entering Unmasked Estep 
Score: -16676620.000000 Penalty: 3828.754395
	Iteration 5F: 3 clusters Score -1.667662e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -16682256.000000 Penalty: 3828.754395
	Iteration 6F: 3 clusters Score -1.668226e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -16688090.000000 Penalty: 3828.754395
	Iteration 7F: 3 clusters Score -1.668809e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -16691648.000000 Penalty: 3828.754395
	Iteration 8F: 3 clusters Score -1.669165e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -16693087.000000 Penalty: 3828.754395
	Iteration 9Q: 3 clusters Score -1.669309e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 75569 members 
Entering Unmasked Estep 
Score: -16693608.000000 Penalty: 3828.754395
	Iteration 10Q: 3 clusters Score -1.669361e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -16694057.000000 Penalty: 3828.754395
	Iteration 11Q: 3 clusters Score -1.669406e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
Score: -16694378.000000 Penalty: 3828.754395
	Iteration 12Q: 3 clusters Score -1.669438e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -16694810.000000 Penalty: 3828.754395
	Iteration 13Q: 3 clusters Score -1.669481e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59969 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -16695107.000000 Penalty: 3828.754395
	Iteration 14Q: 3 clusters Score -1.669511e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -16695557.000000 Penalty: 3828.754395
	Iteration 15Q: 3 clusters Score -1.669556e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -16696051.000000 Penalty: 3828.754395
	Iteration 16Q: 3 clusters Score -1.669605e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -16696563.000000 Penalty: 3828.754395
	Iteration 17Q: 3 clusters Score -1.669656e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66319 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -16697263.000000 Penalty: 3828.754395
	Iteration 18Q: 3 clusters Score -1.669726e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -16697961.000000 Penalty: 3828.754395
	Iteration 19Q: 3 clusters Score -1.669796e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69990 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -16698824.000000 Penalty: 3828.754395
	Iteration 20F: 3 clusters Score -1.669882e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -16699690.000000 Penalty: 3828.754395
	Iteration 21Q: 3 clusters Score -1.669969e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73951 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -16700657.000000 Penalty: 3828.754395
	Iteration 22Q: 3 clusters Score -1.670066e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -16701525.000000 Penalty: 3828.754395
	Iteration 23Q: 3 clusters Score -1.670152e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -16702399.000000 Penalty: 3828.754395
	Iteration 24Q: 3 clusters Score -1.67024e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79754 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -16703179.000000 Penalty: 3828.754395
	Iteration 25Q: 3 clusters Score -1.670318e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81639 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -16703974.000000 Penalty: 3828.754395
	Iteration 26Q: 3 clusters Score -1.670397e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83513 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -16704901.000000 Penalty: 3828.754395
	Iteration 27Q: 3 clusters Score -1.67049e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85252 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -16705926.000000 Penalty: 3828.754395
	Iteration 28Q: 3 clusters Score -1.670593e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86954 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -16706973.000000 Penalty: 3828.754395
	Iteration 29Q: 3 clusters Score -1.670697e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88471 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -16708026.000000 Penalty: 3828.754395
	Iteration 30Q: 3 clusters Score -1.670803e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -16708906.000000 Penalty: 3828.754395
	Iteration 31Q: 3 clusters Score -1.670891e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90972 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -16709576.000000 Penalty: 3828.754395
	Iteration 32Q: 3 clusters Score -1.670958e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91920 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -16709971.000000 Penalty: 3828.754395
	Iteration 33Q: 3 clusters Score -1.670997e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -16710166.000000 Penalty: 3828.754395
	Iteration 34Q: 3 clusters Score -1.671017e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93445 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -16710400.000000 Penalty: 3828.754395
	Iteration 35Q: 3 clusters Score -1.67104e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94014 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -16710487.000000 Penalty: 3828.754395
	Iteration 36Q: 3 clusters Score -1.671049e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94504 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -16710522.000000 Penalty: 3828.754395
	Iteration 37Q: 3 clusters Score -1.671052e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94892 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -16710675.000000 Penalty: 3828.754395
	Iteration 38Q: 3 clusters Score -1.671068e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95218 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -16710719.000000 Penalty: 3828.754395
	Iteration 39Q: 3 clusters Score -1.671072e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -16710893.000000 Penalty: 3828.754395
	Iteration 40F: 3 clusters Score -1.671089e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95883 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -16710977.000000 Penalty: 3828.754395
	Iteration 41Q: 3 clusters Score -1.671098e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96228 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -16711014.000000 Penalty: 3828.754395
	Iteration 42Q: 3 clusters Score -1.671101e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96551 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -16711071.000000 Penalty: 3828.754395
	Iteration 43Q: 3 clusters Score -1.671107e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -16711027.000000 Penalty: 3828.754395
	Iteration 44Q: 3 clusters Score -1.671103e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97091 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -16711105.000000 Penalty: 3828.754395
	Iteration 45Q: 3 clusters Score -1.67111e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97327 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -16711097.000000 Penalty: 3828.754395
	Iteration 46Q: 3 clusters Score -1.67111e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97523 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -16711078.000000 Penalty: 3828.754395
	Iteration 47Q: 3 clusters Score -1.671108e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -16711054.000000 Penalty: 3828.754395
	Iteration 48Q: 3 clusters Score -1.671105e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97826 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -16711055.000000 Penalty: 3828.754395
	Iteration 49Q: 3 clusters Score -1.671106e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97954 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -16711091.000000 Penalty: 3828.754395
	Iteration 50Q: 3 clusters Score -1.671109e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98071 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -16711094.000000 Penalty: 3828.754395
	Iteration 51Q: 3 clusters Score -1.671109e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98191 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -16711096.000000 Penalty: 3828.754395
	Iteration 52Q: 3 clusters Score -1.67111e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98310 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -16711104.000000 Penalty: 3828.754395
	Iteration 53Q: 3 clusters Score -1.67111e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98409 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -16711099.000000 Penalty: 3828.754395
	Iteration 54Q: 3 clusters Score -1.67111e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98511 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -16711060.000000 Penalty: 3828.754395
	Iteration 55Q: 3 clusters Score -1.671106e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98589 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -16711073.000000 Penalty: 3828.754395
	Iteration 56Q: 3 clusters Score -1.671107e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98667 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -16711090.000000 Penalty: 3828.754395
	Iteration 57Q: 3 clusters Score -1.671109e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98735 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -16711092.000000 Penalty: 3828.754395
	Iteration 58Q: 3 clusters Score -1.671109e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -16711074.000000 Penalty: 3828.754395
	Iteration 59Q: 3 clusters Score -1.671107e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98867 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -16711045.000000 Penalty: 3828.754395
	Iteration 60F: 3 clusters Score -1.671104e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98943 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -16711033.000000 Penalty: 3828.754395
	Iteration 61Q: 3 clusters Score -1.671103e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99021 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -16711018.000000 Penalty: 3828.754395
	Iteration 62Q: 3 clusters Score -1.671102e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99091 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -16711014.000000 Penalty: 3828.754395
	Iteration 63Q: 3 clusters Score -1.671101e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99159 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -16710972.000000 Penalty: 3828.754395
	Iteration 64Q: 3 clusters Score -1.671097e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99229 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -16711007.000000 Penalty: 3828.754395
	Iteration 65Q: 3 clusters Score -1.671101e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99297 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -16710987.000000 Penalty: 3828.754395
	Iteration 66Q: 3 clusters Score -1.671099e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99368 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -16710970.000000 Penalty: 3828.754395
	Iteration 67Q: 3 clusters Score -1.671097e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99434 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -16710977.000000 Penalty: 3828.754395
	Iteration 68Q: 3 clusters Score -1.671098e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99504 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -16710973.000000 Penalty: 3828.754395
	Iteration 69Q: 3 clusters Score -1.671097e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99571 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -16710957.000000 Penalty: 3828.754395
	Iteration 70Q: 3 clusters Score -1.671096e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99641 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -16710992.000000 Penalty: 3828.754395
	Iteration 71Q: 3 clusters Score -1.671099e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99704 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -16710985.000000 Penalty: 3828.754395
	Iteration 72Q: 3 clusters Score -1.671098e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99769 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -16710980.000000 Penalty: 3828.754395
	Iteration 73Q: 3 clusters Score -1.671098e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99829 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -16710971.000000 Penalty: 3828.754395
	Iteration 74Q: 3 clusters Score -1.671097e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99882 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -16710989.000000 Penalty: 3828.754395
	Iteration 75Q: 3 clusters Score -1.671099e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99932 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -16710986.000000 Penalty: 3828.754395
	Iteration 76Q: 3 clusters Score -1.671099e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99977 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -16710951.000000 Penalty: 3828.754395
	Iteration 77Q: 3 clusters Score -1.671095e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -16710934.000000 Penalty: 3828.754395
	Iteration 78Q: 3 clusters Score -1.671093e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100077 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -16710943.000000 Penalty: 3828.754395
	Iteration 79Q: 3 clusters Score -1.671094e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100112 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -16710949.000000 Penalty: 3828.754395
	Iteration 80F: 3 clusters Score -1.671095e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100143 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -16710941.000000 Penalty: 3828.754395
	Iteration 81Q: 3 clusters Score -1.671094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100173 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -16710940.000000 Penalty: 3828.754395
	Iteration 82Q: 3 clusters Score -1.671094e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100198 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -16710938.000000 Penalty: 3828.754395
	Iteration 83Q: 3 clusters Score -1.671094e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100226 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -16710937.000000 Penalty: 3828.754395
	Iteration 84Q: 3 clusters Score -1.671094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100246 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -16710932.000000 Penalty: 3828.754395
	Iteration 85Q: 3 clusters Score -1.671093e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100265 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -16710924.000000 Penalty: 3828.754395
	Iteration 86Q: 3 clusters Score -1.671092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100279 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -16710927.000000 Penalty: 3828.754395
	Iteration 87Q: 3 clusters Score -1.671093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100292 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -16710945.000000 Penalty: 3828.754395
	Iteration 88Q: 3 clusters Score -1.671094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100311 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -16710931.000000 Penalty: 3828.754395
	Iteration 89Q: 3 clusters Score -1.671093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100326 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -16710926.000000 Penalty: 3828.754395
	Iteration 90Q: 3 clusters Score -1.671093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100335 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -16710941.000000 Penalty: 3828.754395
	Iteration 91Q: 3 clusters Score -1.671094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100346 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -16710931.000000 Penalty: 3828.754395
	Iteration 92Q: 3 clusters Score -1.671093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100357 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -16710928.000000 Penalty: 3828.754395
	Iteration 93Q: 3 clusters Score -1.671093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100368 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -16710937.000000 Penalty: 3828.754395
	Iteration 94Q: 3 clusters Score -1.671094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100380 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -16710926.000000 Penalty: 3828.754395
	Iteration 95Q: 3 clusters Score -1.671093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100393 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -16710921.000000 Penalty: 3828.754395
	Iteration 96Q: 3 clusters Score -1.671092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100404 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -16710915.000000 Penalty: 3828.754395
	Iteration 97Q: 3 clusters Score -1.671092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100416 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -16710915.000000 Penalty: 3828.754395
	Iteration 98Q: 3 clusters Score -1.671092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100431 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -16710913.000000 Penalty: 3828.754395
	Iteration 99Q: 3 clusters Score -1.671091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100449 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -16710899.000000 Penalty: 3828.754395
	Iteration 100F: 3 clusters Score -1.67109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100457 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -16710903.000000 Penalty: 3828.754395
	Iteration 101Q: 3 clusters Score -1.67109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100467 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -16710906.000000 Penalty: 3828.754395
	Iteration 102Q: 3 clusters Score -1.671091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -16710885.000000 Penalty: 3828.754395
	Iteration 103Q: 3 clusters Score -1.671088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100497 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -16710870.000000 Penalty: 3828.754395
	Iteration 104Q: 3 clusters Score -1.671087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100511 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -16710868.000000 Penalty: 3828.754395
	Iteration 105Q: 3 clusters Score -1.671087e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100527 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -16710878.000000 Penalty: 3828.754395
	Iteration 106Q: 3 clusters Score -1.671088e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100549 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -16710877.000000 Penalty: 3828.754395
	Iteration 107Q: 3 clusters Score -1.671088e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100573 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -16710885.000000 Penalty: 3828.754395
	Iteration 108Q: 3 clusters Score -1.671088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100600 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -16710867.000000 Penalty: 3828.754395
	Iteration 109Q: 3 clusters Score -1.671087e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100633 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -16710886.000000 Penalty: 3828.754395
	Iteration 110Q: 3 clusters Score -1.671089e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100670 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -16710881.000000 Penalty: 3828.754395
	Iteration 111Q: 3 clusters Score -1.671088e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100718 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -16710872.000000 Penalty: 3828.754395
	Iteration 112Q: 3 clusters Score -1.671087e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100758 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -16710853.000000 Penalty: 3828.754395
	Iteration 113Q: 3 clusters Score -1.671085e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100791 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -16710871.000000 Penalty: 3828.754395
	Iteration 114Q: 3 clusters Score -1.671087e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -16710862.000000 Penalty: 3828.754395
	Iteration 115Q: 3 clusters Score -1.671086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100832 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -16710879.000000 Penalty: 3828.754395
	Iteration 116Q: 3 clusters Score -1.671088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -16710893.000000 Penalty: 3828.754395
	Iteration 117Q: 3 clusters Score -1.671089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100873 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -16710885.000000 Penalty: 3828.754395
	Iteration 118Q: 3 clusters Score -1.671088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100892 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -16710884.000000 Penalty: 3828.754395
	Iteration 119Q: 3 clusters Score -1.671088e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -16710892.000000 Penalty: 3828.754395
	Iteration 120F: 3 clusters Score -1.671089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100943 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -16710882.000000 Penalty: 3828.754395
	Iteration 121Q: 3 clusters Score -1.671088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100960 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -16710885.000000 Penalty: 3828.754395
	Iteration 122Q: 3 clusters Score -1.671088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100980 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -16710880.000000 Penalty: 3828.754395
	Iteration 123Q: 3 clusters Score -1.671088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100991 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -16710873.000000 Penalty: 3828.754395
	Iteration 124Q: 3 clusters Score -1.671087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -16710884.000000 Penalty: 3828.754395
	Iteration 125Q: 3 clusters Score -1.671088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101015 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -16710876.000000 Penalty: 3828.754395
	Iteration 126Q: 3 clusters Score -1.671088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101025 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -16710883.000000 Penalty: 3828.754395
	Iteration 127Q: 3 clusters Score -1.671088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101035 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -16710890.000000 Penalty: 3828.754395
	Iteration 128Q: 3 clusters Score -1.671089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -16710881.000000 Penalty: 3828.754395
	Iteration 129Q: 3 clusters Score -1.671088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101057 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -16710870.000000 Penalty: 3828.754395
	Iteration 130Q: 3 clusters Score -1.671087e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -16710866.000000 Penalty: 3828.754395
	Iteration 131Q: 3 clusters Score -1.671087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101078 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -16710871.000000 Penalty: 3828.754395
	Iteration 132Q: 3 clusters Score -1.671087e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -16710860.000000 Penalty: 3828.754395
	Iteration 133Q: 3 clusters Score -1.671086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -16710864.000000 Penalty: 3828.754395
	Iteration 134Q: 3 clusters Score -1.671086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -16710864.000000 Penalty: 3828.754395
	Iteration 135Q: 3 clusters Score -1.671086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101123 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -16710869.000000 Penalty: 3828.754395
	Iteration 136Q: 3 clusters Score -1.671087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101130 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -16710865.000000 Penalty: 3828.754395
	Iteration 137Q: 3 clusters Score -1.671086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101132 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -16710868.000000 Penalty: 3828.754395
	Iteration 138Q: 3 clusters Score -1.671087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101137 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -16710859.000000 Penalty: 3828.754395
	Iteration 139Q: 3 clusters Score -1.671086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101139 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -16710853.000000 Penalty: 3828.754395
	Iteration 140F: 3 clusters Score -1.671085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101141 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -16710856.000000 Penalty: 3828.754395
	Iteration 141Q: 3 clusters Score -1.671086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101144 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -16710867.000000 Penalty: 3828.754395
	Iteration 142Q: 3 clusters Score -1.671087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101147 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -16710869.000000 Penalty: 3828.754395
	Iteration 143Q: 3 clusters Score -1.671087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101149 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -16710864.000000 Penalty: 3828.754395
	Iteration 144Q: 3 clusters Score -1.671086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101151 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -16710868.000000 Penalty: 3828.754395
	Iteration 145Q: 3 clusters Score -1.671087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101153 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -16710868.000000 Penalty: 3828.754395
	Iteration 146Q: 3 clusters Score -1.671087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101154 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -16710869.000000 Penalty: 3828.754395
	Iteration 147Q: 3 clusters Score -1.671087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101154 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -16710869.000000 Penalty: 3828.754395
	Iteration 148F: 3 clusters Score -1.671087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 17090 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 28383 members 
Mstep: Class 7 contains 89524 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12128 members 
Mstep: Class 10 contains 53304 members 
Mstep: Class 11 contains 139761 members 
Mstep: Class 12 contains 37851 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6200 members 
Mstep: Class 15 contains 10217 members 
Mstep: Class 16 contains 27489 members 
Mstep: Class 17 contains 5198 members 
Mstep: Class 18 contains 7814 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 101154 members 
Mstep: Class 21 contains 6080 members 
Mstep: Class 22 contains 55647 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3907 members 
Mstep: Class 26 contains 4742 members 
Mstep: Class 27 contains 36335 members 
Mstep: Class 28 contains 5531 members 
Mstep: Class 29 contains 121522 members 
Mstep: Class 30 contains 6341 members 
Mstep: Class 31 contains 18832 members 
Mstep: Class 32 contains 9778 members 
Mstep: Class 33 contains 2896 members 
Mstep: Class 34 contains 29562 members 
Entering Unmasked Estep 
Score: -108937224.000000 Penalty: 75654.937500
Splitting cluster 20 changes total score from -108937512.000000 to -108937224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (6080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Entering Unmasked Estep 
Score: -696913.750000 Penalty: 1415.823486
	Iteration 0F: 2 clusters Score -696913.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -692307.187500 Penalty: 2831.646973
	Iteration 0F: 3 clusters Score -692307.2 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -693876.812500 Penalty: 2831.646973
	Iteration 1F: 3 clusters Score -693876.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -694225.687500 Penalty: 2831.646973
	Iteration 2F: 3 clusters Score -694225.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -694507.187500 Penalty: 2831.646973
	Iteration 3F: 3 clusters Score -694507.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -694739.750000 Penalty: 2831.646973
	Iteration 4F: 3 clusters Score -694739.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -694930.000000 Penalty: 2831.646973
	Iteration 5Q: 3 clusters Score -694930 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -695070.687500 Penalty: 2831.646973
	Iteration 6Q: 3 clusters Score -695070.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -695188.625000 Penalty: 2831.646973
	Iteration 7Q: 3 clusters Score -695188.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -695275.750000 Penalty: 2831.646973
	Iteration 8Q: 3 clusters Score -695275.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -695346.625000 Penalty: 2831.646973
	Iteration 9Q: 3 clusters Score -695346.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -695404.750000 Penalty: 2831.646973
	Iteration 10Q: 3 clusters Score -695404.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -695449.875000 Penalty: 2831.646973
	Iteration 11Q: 3 clusters Score -695449.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -695487.562500 Penalty: 2831.646973
	Iteration 12Q: 3 clusters Score -695487.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -695521.812500 Penalty: 2831.646973
	Iteration 13Q: 3 clusters Score -695521.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -695553.437500 Penalty: 2831.646973
	Iteration 14Q: 3 clusters Score -695553.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -695583.875000 Penalty: 2831.646973
	Iteration 15Q: 3 clusters Score -695583.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -695618.875000 Penalty: 2831.646973
	Iteration 16Q: 3 clusters Score -695618.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -695650.750000 Penalty: 2831.646973
	Iteration 17Q: 3 clusters Score -695650.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -695685.312500 Penalty: 2831.646973
	Iteration 18Q: 3 clusters Score -695685.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -695731.937500 Penalty: 2831.646973
	Iteration 19Q: 3 clusters Score -695731.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -695777.062500 Penalty: 2831.646973
	Iteration 20F: 3 clusters Score -695777.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -695814.062500 Penalty: 2831.646973
	Iteration 21Q: 3 clusters Score -695814.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -695856.187500 Penalty: 2831.646973
	Iteration 22Q: 3 clusters Score -695856.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -695880.125000 Penalty: 2831.646973
	Iteration 23Q: 3 clusters Score -695880.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -695900.375000 Penalty: 2831.646973
	Iteration 24Q: 3 clusters Score -695900.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -695920.250000 Penalty: 2831.646973
	Iteration 25Q: 3 clusters Score -695920.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -695932.875000 Penalty: 2831.646973
	Iteration 26Q: 3 clusters Score -695932.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -695942.875000 Penalty: 2831.646973
	Iteration 27Q: 3 clusters Score -695942.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -695951.437500 Penalty: 2831.646973
	Iteration 28Q: 3 clusters Score -695951.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -695961.250000 Penalty: 2831.646973
	Iteration 29Q: 3 clusters Score -695961.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -695969.000000 Penalty: 2831.646973
	Iteration 30Q: 3 clusters Score -695969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -695981.250000 Penalty: 2831.646973
	Iteration 31Q: 3 clusters Score -695981.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -695988.125000 Penalty: 2831.646973
	Iteration 32Q: 3 clusters Score -695988.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -696001.375000 Penalty: 2831.646973
	Iteration 33Q: 3 clusters Score -696001.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -696013.125000 Penalty: 2831.646973
	Iteration 34Q: 3 clusters Score -696013.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -696026.562500 Penalty: 2831.646973
	Iteration 35Q: 3 clusters Score -696026.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -696033.000000 Penalty: 2831.646973
	Iteration 36Q: 3 clusters Score -696033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -696040.250000 Penalty: 2831.646973
	Iteration 37Q: 3 clusters Score -696040.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -696046.375000 Penalty: 2831.646973
	Iteration 38Q: 3 clusters Score -696046.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -696050.937500 Penalty: 2831.646973
	Iteration 39Q: 3 clusters Score -696050.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -696059.875000 Penalty: 2831.646973
	Iteration 40F: 3 clusters Score -696059.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -696062.375000 Penalty: 2831.646973
	Iteration 41Q: 3 clusters Score -696062.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -696064.562500 Penalty: 2831.646973
	Iteration 42Q: 3 clusters Score -696064.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -696066.687500 Penalty: 2831.646973
	Iteration 43Q: 3 clusters Score -696066.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -696068.312500 Penalty: 2831.646973
	Iteration 44Q: 3 clusters Score -696068.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -696069.500000 Penalty: 2831.646973
	Iteration 45Q: 3 clusters Score -696069.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -696071.187500 Penalty: 2831.646973
	Iteration 46Q: 3 clusters Score -696071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -696070.812500 Penalty: 2831.646973
	Iteration 47Q: 3 clusters Score -696070.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -696071.000000 Penalty: 2831.646973
	Iteration 48Q: 3 clusters Score -696071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -696073.375000 Penalty: 2831.646973
	Iteration 49Q: 3 clusters Score -696073.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -696073.875000 Penalty: 2831.646973
	Iteration 50Q: 3 clusters Score -696073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -696076.687500 Penalty: 2831.646973
	Iteration 51Q: 3 clusters Score -696076.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -696077.375000 Penalty: 2831.646973
	Iteration 52Q: 3 clusters Score -696077.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -696078.000000 Penalty: 2831.646973
	Iteration 53Q: 3 clusters Score -696078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -696078.000000 Penalty: 2831.646973
	Iteration 54Q: 3 clusters Score -696078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -696079.375000 Penalty: 2831.646973
	Iteration 55Q: 3 clusters Score -696079.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -696078.937500 Penalty: 2831.646973
	Iteration 56Q: 3 clusters Score -696078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -696078.500000 Penalty: 2831.646973
	Iteration 57Q: 3 clusters Score -696078.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -696078.500000 Penalty: 2831.646973
	Iteration 58F: 3 clusters Score -696078.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Entering Unmasked Estep 
Score: -7039826.000000 Penalty: 1775.602295
	Iteration 0F: 2 clusters Score -7039826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -7002748.500000 Penalty: 3551.204590
	Iteration 0F: 3 clusters Score -7002748 nChanged 26156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -7017691.000000 Penalty: 3551.204590
	Iteration 1F: 3 clusters Score -7017691 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -7018379.500000 Penalty: 3551.204590
	Iteration 2Q: 3 clusters Score -7018380 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -7019245.500000 Penalty: 3551.204590
	Iteration 3Q: 3 clusters Score -7019246 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -7020226.500000 Penalty: 3551.204590
	Iteration 4Q: 3 clusters Score -7020226 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -7021792.000000 Penalty: 3551.204590
	Iteration 5Q: 3 clusters Score -7021792 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -7023924.500000 Penalty: 3551.204590
	Iteration 6F: 3 clusters Score -7023924 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -7026406.000000 Penalty: 3551.204590
	Iteration 7F: 3 clusters Score -7026406 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -7028915.500000 Penalty: 3551.204590
	Iteration 8F: 3 clusters Score -7028916 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -7030895.000000 Penalty: 3551.204590
	Iteration 9F: 3 clusters Score -7030895 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -7032200.500000 Penalty: 3551.204590
	Iteration 10Q: 3 clusters Score -7032200 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -7032888.500000 Penalty: 3551.204590
	Iteration 11Q: 3 clusters Score -7032888 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -7033282.500000 Penalty: 3551.204590
	Iteration 12Q: 3 clusters Score -7033282 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -7033562.500000 Penalty: 3551.204590
	Iteration 13Q: 3 clusters Score -7033562 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -7033840.000000 Penalty: 3551.204590
	Iteration 14Q: 3 clusters Score -7033840 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -7034092.000000 Penalty: 3551.204590
	Iteration 15Q: 3 clusters Score -7034092 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -7034413.000000 Penalty: 3551.204590
	Iteration 16Q: 3 clusters Score -7034413 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -7034747.000000 Penalty: 3551.204590
	Iteration 17Q: 3 clusters Score -7034747 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -7035062.500000 Penalty: 3551.204590
	Iteration 18Q: 3 clusters Score -7035062 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -7035377.000000 Penalty: 3551.204590
	Iteration 19Q: 3 clusters Score -7035377 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -7035692.500000 Penalty: 3551.204590
	Iteration 20F: 3 clusters Score -7035692 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -7036063.000000 Penalty: 3551.204590
	Iteration 21Q: 3 clusters Score -7036063 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -7036303.500000 Penalty: 3551.204590
	Iteration 22Q: 3 clusters Score -7036304 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -7036589.500000 Penalty: 3551.204590
	Iteration 23Q: 3 clusters Score -7036590 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -7036901.500000 Penalty: 3551.204590
	Iteration 24Q: 3 clusters Score -7036902 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -7037158.500000 Penalty: 3551.204590
	Iteration 25Q: 3 clusters Score -7037158 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 53518 members 
Entering Unmasked Estep 
Score: -7037405.000000 Penalty: 3551.204590
	Iteration 26Q: 3 clusters Score -7037405 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -7037618.000000 Penalty: 3551.204590
	Iteration 27Q: 3 clusters Score -7037618 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -7037764.500000 Penalty: 3551.204590
	Iteration 28Q: 3 clusters Score -7037764 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -7037913.000000 Penalty: 3551.204590
	Iteration 29Q: 3 clusters Score -7037913 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -7038011.500000 Penalty: 3551.204590
	Iteration 30Q: 3 clusters Score -7038012 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -7038086.000000 Penalty: 3551.204590
	Iteration 31Q: 3 clusters Score -7038086 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -7038140.500000 Penalty: 3551.204590
	Iteration 32Q: 3 clusters Score -7038140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -7038184.500000 Penalty: 3551.204590
	Iteration 33Q: 3 clusters Score -7038184 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -7038214.500000 Penalty: 3551.204590
	Iteration 34Q: 3 clusters Score -7038214 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -7038242.500000 Penalty: 3551.204590
	Iteration 35Q: 3 clusters Score -7038242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -7038270.000000 Penalty: 3551.204590
	Iteration 36Q: 3 clusters Score -7038270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -7038295.000000 Penalty: 3551.204590
	Iteration 37Q: 3 clusters Score -7038295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -7038302.000000 Penalty: 3551.204590
	Iteration 38Q: 3 clusters Score -7038302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -7038312.500000 Penalty: 3551.204590
	Iteration 39Q: 3 clusters Score -7038312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -7038329.000000 Penalty: 3551.204590
	Iteration 40F: 3 clusters Score -7038329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -7038330.500000 Penalty: 3551.204590
	Iteration 41Q: 3 clusters Score -7038330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -7038333.000000 Penalty: 3551.204590
	Iteration 42Q: 3 clusters Score -7038333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -7038341.500000 Penalty: 3551.204590
	Iteration 43Q: 3 clusters Score -7038342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -7038346.500000 Penalty: 3551.204590
	Iteration 44Q: 3 clusters Score -7038346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -7038344.500000 Penalty: 3551.204590
	Iteration 45Q: 3 clusters Score -7038344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -7038344.500000 Penalty: 3551.204590
	Iteration 46F: 3 clusters Score -7038344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Entering Unmasked Estep 
Score: -312757.687500 Penalty: 1277.655762
	Iteration 0F: 2 clusters Score -312757.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -310344.125000 Penalty: 2555.311523
	Iteration 0F: 3 clusters Score -310344.1 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -310912.375000 Penalty: 2555.311523
	Iteration 1F: 3 clusters Score -310912.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -311055.750000 Penalty: 2555.311523
	Iteration 2F: 3 clusters Score -311055.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -311133.343750 Penalty: 2555.311523
	Iteration 3Q: 3 clusters Score -311133.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -311189.156250 Penalty: 2555.311523
	Iteration 4Q: 3 clusters Score -311189.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -311215.906250 Penalty: 2555.311523
	Iteration 5Q: 3 clusters Score -311215.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -311231.250000 Penalty: 2555.311523
	Iteration 6Q: 3 clusters Score -311231.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -311244.500000 Penalty: 2555.311523
	Iteration 7Q: 3 clusters Score -311244.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -311256.343750 Penalty: 2555.311523
	Iteration 8Q: 3 clusters Score -311256.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -311269.937500 Penalty: 2555.311523
	Iteration 9Q: 3 clusters Score -311269.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -311284.156250 Penalty: 2555.311523
	Iteration 10Q: 3 clusters Score -311284.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -311300.906250 Penalty: 2555.311523
	Iteration 11Q: 3 clusters Score -311300.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -311315.656250 Penalty: 2555.311523
	Iteration 12Q: 3 clusters Score -311315.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -311330.500000 Penalty: 2555.311523
	Iteration 13Q: 3 clusters Score -311330.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -311341.843750 Penalty: 2555.311523
	Iteration 14Q: 3 clusters Score -311341.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -311358.187500 Penalty: 2555.311523
	Iteration 15Q: 3 clusters Score -311358.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -311371.718750 Penalty: 2555.311523
	Iteration 16Q: 3 clusters Score -311371.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -311388.531250 Penalty: 2555.311523
	Iteration 17Q: 3 clusters Score -311388.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -311401.750000 Penalty: 2555.311523
	Iteration 18Q: 3 clusters Score -311401.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -311410.250000 Penalty: 2555.311523
	Iteration 19Q: 3 clusters Score -311410.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -311418.875000 Penalty: 2555.311523
	Iteration 20F: 3 clusters Score -311418.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -311430.375000 Penalty: 2555.311523
	Iteration 21Q: 3 clusters Score -311430.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -311439.250000 Penalty: 2555.311523
	Iteration 22Q: 3 clusters Score -311439.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -311445.406250 Penalty: 2555.311523
	Iteration 23Q: 3 clusters Score -311445.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -311451.125000 Penalty: 2555.311523
	Iteration 24Q: 3 clusters Score -311451.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -311453.968750 Penalty: 2555.311523
	Iteration 25Q: 3 clusters Score -311454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -311456.812500 Penalty: 2555.311523
	Iteration 26Q: 3 clusters Score -311456.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -311459.531250 Penalty: 2555.311523
	Iteration 27Q: 3 clusters Score -311459.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -311463.031250 Penalty: 2555.311523
	Iteration 28Q: 3 clusters Score -311463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -311468.062500 Penalty: 2555.311523
	Iteration 29Q: 3 clusters Score -311468.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -311473.937500 Penalty: 2555.311523
	Iteration 30Q: 3 clusters Score -311473.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -311477.312500 Penalty: 2555.311523
	Iteration 31Q: 3 clusters Score -311477.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -311482.093750 Penalty: 2555.311523
	Iteration 32Q: 3 clusters Score -311482.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -311486.812500 Penalty: 2555.311523
	Iteration 33Q: 3 clusters Score -311486.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -311495.125000 Penalty: 2555.311523
	Iteration 34Q: 3 clusters Score -311495.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -311501.625000 Penalty: 2555.311523
	Iteration 35Q: 3 clusters Score -311501.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -311518.531250 Penalty: 2555.311523
	Iteration 36Q: 3 clusters Score -311518.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -311533.687500 Penalty: 2555.311523
	Iteration 37Q: 3 clusters Score -311533.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -311546.312500 Penalty: 2555.311523
	Iteration 38Q: 3 clusters Score -311546.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -311564.375000 Penalty: 2555.311523
	Iteration 39Q: 3 clusters Score -311564.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -311581.593750 Penalty: 2555.311523
	Iteration 40F: 3 clusters Score -311581.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -311602.562500 Penalty: 2555.311523
	Iteration 41Q: 3 clusters Score -311602.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -311633.500000 Penalty: 2555.311523
	Iteration 42Q: 3 clusters Score -311633.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -311677.312500 Penalty: 2555.311523
	Iteration 43Q: 3 clusters Score -311677.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -311714.843750 Penalty: 2555.311523
	Iteration 44Q: 3 clusters Score -311714.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -311750.750000 Penalty: 2555.311523
	Iteration 45Q: 3 clusters Score -311750.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -311775.250000 Penalty: 2555.311523
	Iteration 46Q: 3 clusters Score -311775.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -311796.437500 Penalty: 2555.311523
	Iteration 47Q: 3 clusters Score -311796.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -311815.531250 Penalty: 2555.311523
	Iteration 48Q: 3 clusters Score -311815.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -311830.562500 Penalty: 2555.311523
	Iteration 49Q: 3 clusters Score -311830.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -311844.343750 Penalty: 2555.311523
	Iteration 50Q: 3 clusters Score -311844.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -311850.500000 Penalty: 2555.311523
	Iteration 51Q: 3 clusters Score -311850.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -311857.312500 Penalty: 2555.311523
	Iteration 52Q: 3 clusters Score -311857.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -311861.250000 Penalty: 2555.311523
	Iteration 53Q: 3 clusters Score -311861.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -311865.156250 Penalty: 2555.311523
	Iteration 54Q: 3 clusters Score -311865.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -311868.718750 Penalty: 2555.311523
	Iteration 55Q: 3 clusters Score -311868.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -311869.343750 Penalty: 2555.311523
	Iteration 56Q: 3 clusters Score -311869.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -311871.593750 Penalty: 2555.311523
	Iteration 57Q: 3 clusters Score -311871.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -311876.906250 Penalty: 2555.311523
	Iteration 58Q: 3 clusters Score -311876.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -311879.937500 Penalty: 2555.311523
	Iteration 59Q: 3 clusters Score -311879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -311883.093750 Penalty: 2555.311523
	Iteration 60F: 3 clusters Score -311883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -311885.062500 Penalty: 2555.311523
	Iteration 61Q: 3 clusters Score -311885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -311885.406250 Penalty: 2555.311523
	Iteration 62Q: 3 clusters Score -311885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -311885.406250 Penalty: 2555.311523
	Iteration 63F: 3 clusters Score -311885.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -24167.898438 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -24167.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23407.662109 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -23407.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23498.667969 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -23498.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23530.507812 Penalty: 1765.959717
	Iteration 2F: 3 clusters Score -23530.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23543.919922 Penalty: 1765.959717
	Iteration 3Q: 3 clusters Score -23543.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23546.814453 Penalty: 1765.959717
	Iteration 4Q: 3 clusters Score -23546.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23546.814453 Penalty: 1765.959717
	Iteration 5F: 3 clusters Score -23546.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Entering Unmasked Estep 
Score: -416867.468750 Penalty: 1343.960327
	Iteration 0F: 2 clusters Score -416867.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -413660.906250 Penalty: 2687.920654
	Iteration 0F: 3 clusters Score -413660.9 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -414795.500000 Penalty: 2687.920654
	Iteration 1F: 3 clusters Score -414795.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -415299.875000 Penalty: 2687.920654
	Iteration 2F: 3 clusters Score -415299.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -415687.812500 Penalty: 2687.920654
	Iteration 3F: 3 clusters Score -415687.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -416048.250000 Penalty: 2687.920654
	Iteration 4F: 3 clusters Score -416048.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -416269.687500 Penalty: 2687.920654
	Iteration 5F: 3 clusters Score -416269.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -416402.750000 Penalty: 2687.920654
	Iteration 6Q: 3 clusters Score -416402.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -416501.625000 Penalty: 2687.920654
	Iteration 7Q: 3 clusters Score -416501.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -416565.562500 Penalty: 2687.920654
	Iteration 8Q: 3 clusters Score -416565.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -416589.593750 Penalty: 2687.920654
	Iteration 9Q: 3 clusters Score -416589.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -416605.687500 Penalty: 2687.920654
	Iteration 10Q: 3 clusters Score -416605.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -416616.781250 Penalty: 2687.920654
	Iteration 11Q: 3 clusters Score -416616.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -416626.437500 Penalty: 2687.920654
	Iteration 12Q: 3 clusters Score -416626.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -416632.156250 Penalty: 2687.920654
	Iteration 13Q: 3 clusters Score -416632.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -416636.687500 Penalty: 2687.920654
	Iteration 14Q: 3 clusters Score -416636.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -416642.718750 Penalty: 2687.920654
	Iteration 15Q: 3 clusters Score -416642.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -416649.343750 Penalty: 2687.920654
	Iteration 16Q: 3 clusters Score -416649.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -416655.218750 Penalty: 2687.920654
	Iteration 17Q: 3 clusters Score -416655.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -416660.125000 Penalty: 2687.920654
	Iteration 18Q: 3 clusters Score -416660.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -416661.375000 Penalty: 2687.920654
	Iteration 19Q: 3 clusters Score -416661.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -416664.062500 Penalty: 2687.920654
	Iteration 20F: 3 clusters Score -416664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -416664.812500 Penalty: 2687.920654
	Iteration 21Q: 3 clusters Score -416664.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -416665.343750 Penalty: 2687.920654
	Iteration 22Q: 3 clusters Score -416665.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -416667.406250 Penalty: 2687.920654
	Iteration 23Q: 3 clusters Score -416667.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -416669.687500 Penalty: 2687.920654
	Iteration 24Q: 3 clusters Score -416669.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -416672.625000 Penalty: 2687.920654
	Iteration 25Q: 3 clusters Score -416672.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -416674.218750 Penalty: 2687.920654
	Iteration 26Q: 3 clusters Score -416674.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -416673.906250 Penalty: 2687.920654
	Iteration 27Q: 3 clusters Score -416673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -416674.687500 Penalty: 2687.920654
	Iteration 28Q: 3 clusters Score -416674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -416675.468750 Penalty: 2687.920654
	Iteration 29Q: 3 clusters Score -416675.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -416675.812500 Penalty: 2687.920654
	Iteration 30Q: 3 clusters Score -416675.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -416675.812500 Penalty: 2687.920654
	Iteration 31F: 3 clusters Score -416675.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -550750.562500 Penalty: 1375.434814
	Iteration 0F: 2 clusters Score -550750.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -546950.500000 Penalty: 2750.869629
	Iteration 0F: 3 clusters Score -546950.5 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -548246.875000 Penalty: 2750.869629
	Iteration 1F: 3 clusters Score -548246.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -548517.062500 Penalty: 2750.869629
	Iteration 2F: 3 clusters Score -548517.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -548700.312500 Penalty: 2750.869629
	Iteration 3F: 3 clusters Score -548700.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -548848.562500 Penalty: 2750.869629
	Iteration 4Q: 3 clusters Score -548848.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -548984.750000 Penalty: 2750.869629
	Iteration 5Q: 3 clusters Score -548984.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -549096.187500 Penalty: 2750.869629
	Iteration 6Q: 3 clusters Score -549096.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -549185.750000 Penalty: 2750.869629
	Iteration 7Q: 3 clusters Score -549185.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -549271.687500 Penalty: 2750.869629
	Iteration 8Q: 3 clusters Score -549271.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -549334.375000 Penalty: 2750.869629
	Iteration 9Q: 3 clusters Score -549334.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -549375.250000 Penalty: 2750.869629
	Iteration 10Q: 3 clusters Score -549375.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -549409.562500 Penalty: 2750.869629
	Iteration 11Q: 3 clusters Score -549409.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -549451.187500 Penalty: 2750.869629
	Iteration 12Q: 3 clusters Score -549451.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -549496.437500 Penalty: 2750.869629
	Iteration 13Q: 3 clusters Score -549496.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -549528.312500 Penalty: 2750.869629
	Iteration 14Q: 3 clusters Score -549528.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -549557.750000 Penalty: 2750.869629
	Iteration 15Q: 3 clusters Score -549557.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -549583.125000 Penalty: 2750.869629
	Iteration 16Q: 3 clusters Score -549583.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -549603.937500 Penalty: 2750.869629
	Iteration 17Q: 3 clusters Score -549603.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -549615.812500 Penalty: 2750.869629
	Iteration 18Q: 3 clusters Score -549615.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -549627.937500 Penalty: 2750.869629
	Iteration 19Q: 3 clusters Score -549627.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -549640.687500 Penalty: 2750.869629
	Iteration 20F: 3 clusters Score -549640.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -549653.062500 Penalty: 2750.869629
	Iteration 21Q: 3 clusters Score -549653.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -549663.437500 Penalty: 2750.869629
	Iteration 22Q: 3 clusters Score -549663.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -549670.312500 Penalty: 2750.869629
	Iteration 23Q: 3 clusters Score -549670.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -549677.937500 Penalty: 2750.869629
	Iteration 24Q: 3 clusters Score -549677.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -549686.000000 Penalty: 2750.869629
	Iteration 25Q: 3 clusters Score -549686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -549693.000000 Penalty: 2750.869629
	Iteration 26Q: 3 clusters Score -549693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -549702.875000 Penalty: 2750.869629
	Iteration 27Q: 3 clusters Score -549702.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -549711.250000 Penalty: 2750.869629
	Iteration 28Q: 3 clusters Score -549711.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -549715.625000 Penalty: 2750.869629
	Iteration 29Q: 3 clusters Score -549715.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -549721.375000 Penalty: 2750.869629
	Iteration 30Q: 3 clusters Score -549721.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -549726.187500 Penalty: 2750.869629
	Iteration 31Q: 3 clusters Score -549726.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -549727.375000 Penalty: 2750.869629
	Iteration 32Q: 3 clusters Score -549727.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -549727.437500 Penalty: 2750.869629
	Iteration 33Q: 3 clusters Score -549727.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -549730.312500 Penalty: 2750.869629
	Iteration 34Q: 3 clusters Score -549730.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -549732.187500 Penalty: 2750.869629
	Iteration 35Q: 3 clusters Score -549732.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -549732.875000 Penalty: 2750.869629
	Iteration 36Q: 3 clusters Score -549732.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -549735.937500 Penalty: 2750.869629
	Iteration 37Q: 3 clusters Score -549735.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -549741.875000 Penalty: 2750.869629
	Iteration 38Q: 3 clusters Score -549741.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -549747.812500 Penalty: 2750.869629
	Iteration 39Q: 3 clusters Score -549747.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -549750.500000 Penalty: 2750.869629
	Iteration 40F: 3 clusters Score -549750.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -549753.875000 Penalty: 2750.869629
	Iteration 41Q: 3 clusters Score -549753.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -549757.750000 Penalty: 2750.869629
	Iteration 42Q: 3 clusters Score -549757.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -549761.187500 Penalty: 2750.869629
	Iteration 43Q: 3 clusters Score -549761.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -549763.125000 Penalty: 2750.869629
	Iteration 44Q: 3 clusters Score -549763.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -549765.625000 Penalty: 2750.869629
	Iteration 45Q: 3 clusters Score -549765.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -549766.187500 Penalty: 2750.869629
	Iteration 46Q: 3 clusters Score -549766.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -549768.187500 Penalty: 2750.869629
	Iteration 47Q: 3 clusters Score -549768.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -549769.625000 Penalty: 2750.869629
	Iteration 48Q: 3 clusters Score -549769.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -549770.437500 Penalty: 2750.869629
	Iteration 49Q: 3 clusters Score -549770.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -549771.500000 Penalty: 2750.869629
	Iteration 50Q: 3 clusters Score -549771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -549771.562500 Penalty: 2750.869629
	Iteration 51Q: 3 clusters Score -549771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -549771.187500 Penalty: 2750.869629
	Iteration 52Q: 3 clusters Score -549771.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -549771.187500 Penalty: 2750.869629
	Iteration 53F: 3 clusters Score -549771.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (36335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Entering Unmasked Estep 
Score: -4602554.500000 Penalty: 1706.337280
	Iteration 0F: 2 clusters Score -4602554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -4578113.000000 Penalty: 3412.674561
	Iteration 0F: 3 clusters Score -4578113 nChanged 16845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -4587387.000000 Penalty: 3412.674561
	Iteration 1F: 3 clusters Score -4587387 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4587763.500000 Penalty: 3412.674561
	Iteration 2Q: 3 clusters Score -4587764 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -4588108.500000 Penalty: 3412.674561
	Iteration 3Q: 3 clusters Score -4588108 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4588534.500000 Penalty: 3412.674561
	Iteration 4Q: 3 clusters Score -4588534 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -4589065.500000 Penalty: 3412.674561
	Iteration 5Q: 3 clusters Score -4589066 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -4589902.000000 Penalty: 3412.674561
	Iteration 6Q: 3 clusters Score -4589902 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -4591080.500000 Penalty: 3412.674561
	Iteration 7F: 3 clusters Score -4591080 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -4592510.000000 Penalty: 3412.674561
	Iteration 8F: 3 clusters Score -4592510 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -4594066.500000 Penalty: 3412.674561
	Iteration 9F: 3 clusters Score -4594066 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -4595500.500000 Penalty: 3412.674561
	Iteration 10F: 3 clusters Score -4595500 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -4596682.000000 Penalty: 3412.674561
	Iteration 11F: 3 clusters Score -4596682 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -4597607.000000 Penalty: 3412.674561
	Iteration 12Q: 3 clusters Score -4597607 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -4598382.500000 Penalty: 3412.674561
	Iteration 13Q: 3 clusters Score -4598382 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4599074.000000 Penalty: 3412.674561
	Iteration 14Q: 3 clusters Score -4599074 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -4599598.000000 Penalty: 3412.674561
	Iteration 15Q: 3 clusters Score -4599598 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -4600044.000000 Penalty: 3412.674561
	Iteration 16Q: 3 clusters Score -4600044 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -4600379.500000 Penalty: 3412.674561
	Iteration 17Q: 3 clusters Score -4600380 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -4600609.500000 Penalty: 3412.674561
	Iteration 18Q: 3 clusters Score -4600610 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -4600763.500000 Penalty: 3412.674561
	Iteration 19Q: 3 clusters Score -4600764 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -4600871.000000 Penalty: 3412.674561
	Iteration 20F: 3 clusters Score -4600871 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4600955.000000 Penalty: 3412.674561
	Iteration 21Q: 3 clusters Score -4600955 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -4601015.500000 Penalty: 3412.674561
	Iteration 22Q: 3 clusters Score -4601016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -4601035.500000 Penalty: 3412.674561
	Iteration 23Q: 3 clusters Score -4601036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -4601059.000000 Penalty: 3412.674561
	Iteration 24Q: 3 clusters Score -4601059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -4601080.000000 Penalty: 3412.674561
	Iteration 25Q: 3 clusters Score -4601080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -4601082.500000 Penalty: 3412.674561
	Iteration 26Q: 3 clusters Score -4601082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -4601094.000000 Penalty: 3412.674561
	Iteration 27Q: 3 clusters Score -4601094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -4601100.500000 Penalty: 3412.674561
	Iteration 28Q: 3 clusters Score -4601100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -4601104.000000 Penalty: 3412.674561
	Iteration 29Q: 3 clusters Score -4601104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -4601109.500000 Penalty: 3412.674561
	Iteration 30Q: 3 clusters Score -4601110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -4601109.500000 Penalty: 3412.674561
	Iteration 31Q: 3 clusters Score -4601110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4601111.000000 Penalty: 3412.674561
	Iteration 32Q: 3 clusters Score -4601111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -4601112.500000 Penalty: 3412.674561
	Iteration 33Q: 3 clusters Score -4601112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -4601113.500000 Penalty: 3412.674561
	Iteration 34Q: 3 clusters Score -4601114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -4601117.500000 Penalty: 3412.674561
	Iteration 35Q: 3 clusters Score -4601118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -4601122.500000 Penalty: 3412.674561
	Iteration 36Q: 3 clusters Score -4601122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -4601126.000000 Penalty: 3412.674561
	Iteration 37Q: 3 clusters Score -4601126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -4601126.000000 Penalty: 3412.674561
	Iteration 38Q: 3 clusters Score -4601126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -4601126.500000 Penalty: 3412.674561
	Iteration 39Q: 3 clusters Score -4601126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -4601118.000000 Penalty: 3412.674561
	Iteration 40F: 3 clusters Score -4601118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -4601125.000000 Penalty: 3412.674561
	Iteration 41Q: 3 clusters Score -4601125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -4601126.000000 Penalty: 3412.674561
	Iteration 42Q: 3 clusters Score -4601126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -4601127.500000 Penalty: 3412.674561
	Iteration 43Q: 3 clusters Score -4601128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -4601131.500000 Penalty: 3412.674561
	Iteration 44Q: 3 clusters Score -4601132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -4601129.000000 Penalty: 3412.674561
	Iteration 45Q: 3 clusters Score -4601129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -4601132.000000 Penalty: 3412.674561
	Iteration 46Q: 3 clusters Score -4601132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -4601131.500000 Penalty: 3412.674561
	Iteration 47Q: 3 clusters Score -4601132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -4601130.500000 Penalty: 3412.674561
	Iteration 48Q: 3 clusters Score -4601130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -4601130.500000 Penalty: 3412.674561
	Iteration 49F: 3 clusters Score -4601130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Entering Unmasked Estep 
Score: -699986.500000 Penalty: 1400.445190
	Iteration 0F: 2 clusters Score -699986.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -695714.812500 Penalty: 2800.890381
	Iteration 0F: 3 clusters Score -695714.8 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -697297.437500 Penalty: 2800.890381
	Iteration 1F: 3 clusters Score -697297.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -697662.562500 Penalty: 2800.890381
	Iteration 2F: 3 clusters Score -697662.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -697999.500000 Penalty: 2800.890381
	Iteration 3F: 3 clusters Score -697999.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -698232.375000 Penalty: 2800.890381
	Iteration 4F: 3 clusters Score -698232.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -698385.375000 Penalty: 2800.890381
	Iteration 5Q: 3 clusters Score -698385.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -698515.750000 Penalty: 2800.890381
	Iteration 6Q: 3 clusters Score -698515.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -698615.125000 Penalty: 2800.890381
	Iteration 7Q: 3 clusters Score -698615.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -698725.500000 Penalty: 2800.890381
	Iteration 8Q: 3 clusters Score -698725.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -698840.812500 Penalty: 2800.890381
	Iteration 9Q: 3 clusters Score -698840.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -698960.500000 Penalty: 2800.890381
	Iteration 10Q: 3 clusters Score -698960.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -699055.687500 Penalty: 2800.890381
	Iteration 11Q: 3 clusters Score -699055.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -699126.937500 Penalty: 2800.890381
	Iteration 12Q: 3 clusters Score -699126.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -699185.187500 Penalty: 2800.890381
	Iteration 13Q: 3 clusters Score -699185.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -699224.687500 Penalty: 2800.890381
	Iteration 14Q: 3 clusters Score -699224.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -699254.875000 Penalty: 2800.890381
	Iteration 15Q: 3 clusters Score -699254.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -699282.000000 Penalty: 2800.890381
	Iteration 16Q: 3 clusters Score -699282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -699307.187500 Penalty: 2800.890381
	Iteration 17Q: 3 clusters Score -699307.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -699334.125000 Penalty: 2800.890381
	Iteration 18Q: 3 clusters Score -699334.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -699352.250000 Penalty: 2800.890381
	Iteration 19Q: 3 clusters Score -699352.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -699376.062500 Penalty: 2800.890381
	Iteration 20F: 3 clusters Score -699376.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -699394.500000 Penalty: 2800.890381
	Iteration 21Q: 3 clusters Score -699394.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -699409.937500 Penalty: 2800.890381
	Iteration 22Q: 3 clusters Score -699409.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -699416.000000 Penalty: 2800.890381
	Iteration 23Q: 3 clusters Score -699416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -699416.312500 Penalty: 2800.890381
	Iteration 24Q: 3 clusters Score -699416.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -699417.750000 Penalty: 2800.890381
	Iteration 25Q: 3 clusters Score -699417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -699419.125000 Penalty: 2800.890381
	Iteration 26Q: 3 clusters Score -699419.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -699421.812500 Penalty: 2800.890381
	Iteration 27Q: 3 clusters Score -699421.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -699424.750000 Penalty: 2800.890381
	Iteration 28Q: 3 clusters Score -699424.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -699424.562500 Penalty: 2800.890381
	Iteration 29Q: 3 clusters Score -699424.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -699426.875000 Penalty: 2800.890381
	Iteration 30Q: 3 clusters Score -699426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -699429.187500 Penalty: 2800.890381
	Iteration 31Q: 3 clusters Score -699429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -699430.437500 Penalty: 2800.890381
	Iteration 32Q: 3 clusters Score -699430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -699431.000000 Penalty: 2800.890381
	Iteration 33Q: 3 clusters Score -699431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -699434.312500 Penalty: 2800.890381
	Iteration 34Q: 3 clusters Score -699434.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -699437.250000 Penalty: 2800.890381
	Iteration 35Q: 3 clusters Score -699437.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -699441.687500 Penalty: 2800.890381
	Iteration 36Q: 3 clusters Score -699441.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -699444.375000 Penalty: 2800.890381
	Iteration 37Q: 3 clusters Score -699444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -699447.875000 Penalty: 2800.890381
	Iteration 38Q: 3 clusters Score -699447.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -699449.625000 Penalty: 2800.890381
	Iteration 39Q: 3 clusters Score -699449.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -699449.625000 Penalty: 2800.890381
	Iteration 40F: 3 clusters Score -699449.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (121522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121522 members 
Entering Unmasked Estep 
Score: -15554907.000000 Penalty: 1902.525757
	Iteration 0F: 2 clusters Score -1.555491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60829 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -15475911.000000 Penalty: 3805.051514
	Iteration 0F: 3 clusters Score -1.547591e+07 nChanged 58234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -15509968.000000 Penalty: 3805.051514
	Iteration 1F: 3 clusters Score -1.550997e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -15510944.000000 Penalty: 3805.051514
	Iteration 2Q: 3 clusters Score -1.551094e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -15512258.000000 Penalty: 3805.051514
	Iteration 3Q: 3 clusters Score -1.551226e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -15514066.000000 Penalty: 3805.051514
	Iteration 4Q: 3 clusters Score -1.551407e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -15516641.000000 Penalty: 3805.051514
	Iteration 5Q: 3 clusters Score -1.551664e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -15520254.000000 Penalty: 3805.051514
	Iteration 6F: 3 clusters Score -1.552025e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82527 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -15524623.000000 Penalty: 3805.051514
	Iteration 7F: 3 clusters Score -1.552462e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88371 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -15529563.000000 Penalty: 3805.051514
	Iteration 8F: 3 clusters Score -1.552956e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -15534365.000000 Penalty: 3805.051514
	Iteration 9F: 3 clusters Score -1.553436e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97100 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -15538167.000000 Penalty: 3805.051514
	Iteration 10Q: 3 clusters Score -1.553817e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99873 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -15540315.000000 Penalty: 3805.051514
	Iteration 11Q: 3 clusters Score -1.554032e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -15541465.000000 Penalty: 3805.051514
	Iteration 12Q: 3 clusters Score -1.554146e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104138 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -15542453.000000 Penalty: 3805.051514
	Iteration 13Q: 3 clusters Score -1.554245e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -15543374.000000 Penalty: 3805.051514
	Iteration 14Q: 3 clusters Score -1.554337e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107964 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -15544277.000000 Penalty: 3805.051514
	Iteration 15Q: 3 clusters Score -1.554428e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109758 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -15545530.000000 Penalty: 3805.051514
	Iteration 16Q: 3 clusters Score -1.554553e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111455 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -15547083.000000 Penalty: 3805.051514
	Iteration 17Q: 3 clusters Score -1.554708e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113126 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -15548583.000000 Penalty: 3805.051514
	Iteration 18Q: 3 clusters Score -1.554858e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114767 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -15549887.000000 Penalty: 3805.051514
	Iteration 19Q: 3 clusters Score -1.554989e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116221 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -15550940.000000 Penalty: 3805.051514
	Iteration 20F: 3 clusters Score -1.555094e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117480 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -15551754.000000 Penalty: 3805.051514
	Iteration 21Q: 3 clusters Score -1.555175e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118507 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -15552310.000000 Penalty: 3805.051514
	Iteration 22Q: 3 clusters Score -1.555231e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119277 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -15552648.000000 Penalty: 3805.051514
	Iteration 23Q: 3 clusters Score -1.555265e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119829 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -15552843.000000 Penalty: 3805.051514
	Iteration 24Q: 3 clusters Score -1.555284e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120236 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -15552972.000000 Penalty: 3805.051514
	Iteration 25Q: 3 clusters Score -1.555297e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120516 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -15553129.000000 Penalty: 3805.051514
	Iteration 26Q: 3 clusters Score -1.555313e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120708 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -15553171.000000 Penalty: 3805.051514
	Iteration 27Q: 3 clusters Score -1.555317e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120858 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -15553259.000000 Penalty: 3805.051514
	Iteration 28Q: 3 clusters Score -1.555326e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120947 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -15553300.000000 Penalty: 3805.051514
	Iteration 29Q: 3 clusters Score -1.55533e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120999 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -15553323.000000 Penalty: 3805.051514
	Iteration 30Q: 3 clusters Score -1.555332e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121035 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -15553319.000000 Penalty: 3805.051514
	Iteration 31Q: 3 clusters Score -1.555332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121059 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -15553328.000000 Penalty: 3805.051514
	Iteration 32Q: 3 clusters Score -1.555333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121075 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -15553350.000000 Penalty: 3805.051514
	Iteration 33Q: 3 clusters Score -1.555335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121093 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -15553352.000000 Penalty: 3805.051514
	Iteration 34Q: 3 clusters Score -1.555335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121110 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -15553361.000000 Penalty: 3805.051514
	Iteration 35Q: 3 clusters Score -1.555336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121126 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -15553375.000000 Penalty: 3805.051514
	Iteration 36Q: 3 clusters Score -1.555338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121134 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -15553379.000000 Penalty: 3805.051514
	Iteration 37Q: 3 clusters Score -1.555338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121140 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -15553384.000000 Penalty: 3805.051514
	Iteration 38Q: 3 clusters Score -1.555338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121139 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -15553389.000000 Penalty: 3805.051514
	Iteration 39Q: 3 clusters Score -1.555339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121139 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -15553393.000000 Penalty: 3805.051514
	Iteration 40F: 3 clusters Score -1.555339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121140 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -15553394.000000 Penalty: 3805.051514
	Iteration 41Q: 3 clusters Score -1.555339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121144 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -15553391.000000 Penalty: 3805.051514
	Iteration 42Q: 3 clusters Score -1.555339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121149 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -15553394.000000 Penalty: 3805.051514
	Iteration 43Q: 3 clusters Score -1.555339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121153 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -15553395.000000 Penalty: 3805.051514
	Iteration 44Q: 3 clusters Score -1.55534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121156 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -15553392.000000 Penalty: 3805.051514
	Iteration 45Q: 3 clusters Score -1.555339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121160 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -15553393.000000 Penalty: 3805.051514
	Iteration 46Q: 3 clusters Score -1.555339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121160 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -15553384.000000 Penalty: 3805.051514
	Iteration 47Q: 3 clusters Score -1.555338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121162 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -15553391.000000 Penalty: 3805.051514
	Iteration 48Q: 3 clusters Score -1.555339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121164 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -15553393.000000 Penalty: 3805.051514
	Iteration 49Q: 3 clusters Score -1.555339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121165 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -15553389.000000 Penalty: 3805.051514
	Iteration 50Q: 3 clusters Score -1.555339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121166 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -15553396.000000 Penalty: 3805.051514
	Iteration 51Q: 3 clusters Score -1.55534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121168 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15553395.000000 Penalty: 3805.051514
	Iteration 52Q: 3 clusters Score -1.55534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121168 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15553395.000000 Penalty: 3805.051514
	Iteration 53F: 3 clusters Score -1.55534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Entering Unmasked Estep 
Score: -798542.312500 Penalty: 1422.653687
	Iteration 0F: 2 clusters Score -798542.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -793763.812500 Penalty: 2845.307373
	Iteration 0F: 3 clusters Score -793763.8 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -795237.500000 Penalty: 2845.307373
	Iteration 1F: 3 clusters Score -795237.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -795522.187500 Penalty: 2845.307373
	Iteration 2F: 3 clusters Score -795522.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -795738.125000 Penalty: 2845.307373
	Iteration 3F: 3 clusters Score -795738.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -795892.687500 Penalty: 2845.307373
	Iteration 4Q: 3 clusters Score -795892.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -796030.250000 Penalty: 2845.307373
	Iteration 5Q: 3 clusters Score -796030.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -796172.625000 Penalty: 2845.307373
	Iteration 6Q: 3 clusters Score -796172.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -796318.937500 Penalty: 2845.307373
	Iteration 7Q: 3 clusters Score -796318.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -796466.375000 Penalty: 2845.307373
	Iteration 8Q: 3 clusters Score -796466.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -796617.375000 Penalty: 2845.307373
	Iteration 9Q: 3 clusters Score -796617.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -796775.312500 Penalty: 2845.307373
	Iteration 10Q: 3 clusters Score -796775.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -796896.062500 Penalty: 2845.307373
	Iteration 11Q: 3 clusters Score -796896.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -796980.437500 Penalty: 2845.307373
	Iteration 12Q: 3 clusters Score -796980.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -797034.375000 Penalty: 2845.307373
	Iteration 13Q: 3 clusters Score -797034.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -797075.125000 Penalty: 2845.307373
	Iteration 14Q: 3 clusters Score -797075.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -797112.187500 Penalty: 2845.307373
	Iteration 15Q: 3 clusters Score -797112.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -797140.937500 Penalty: 2845.307373
	Iteration 16Q: 3 clusters Score -797140.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -797163.125000 Penalty: 2845.307373
	Iteration 17Q: 3 clusters Score -797163.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -797175.437500 Penalty: 2845.307373
	Iteration 18Q: 3 clusters Score -797175.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -797182.687500 Penalty: 2845.307373
	Iteration 19Q: 3 clusters Score -797182.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -797193.562500 Penalty: 2845.307373
	Iteration 20F: 3 clusters Score -797193.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -797210.937500 Penalty: 2845.307373
	Iteration 21Q: 3 clusters Score -797210.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -797226.750000 Penalty: 2845.307373
	Iteration 22Q: 3 clusters Score -797226.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -797244.750000 Penalty: 2845.307373
	Iteration 23Q: 3 clusters Score -797244.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -797265.312500 Penalty: 2845.307373
	Iteration 24Q: 3 clusters Score -797265.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -797291.562500 Penalty: 2845.307373
	Iteration 25Q: 3 clusters Score -797291.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -797316.500000 Penalty: 2845.307373
	Iteration 26Q: 3 clusters Score -797316.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -797328.812500 Penalty: 2845.307373
	Iteration 27Q: 3 clusters Score -797328.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -797334.375000 Penalty: 2845.307373
	Iteration 28Q: 3 clusters Score -797334.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -797341.187500 Penalty: 2845.307373
	Iteration 29Q: 3 clusters Score -797341.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -797345.000000 Penalty: 2845.307373
	Iteration 30Q: 3 clusters Score -797345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -797351.437500 Penalty: 2845.307373
	Iteration 31Q: 3 clusters Score -797351.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -797354.500000 Penalty: 2845.307373
	Iteration 32Q: 3 clusters Score -797354.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -797362.750000 Penalty: 2845.307373
	Iteration 33Q: 3 clusters Score -797362.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -797375.500000 Penalty: 2845.307373
	Iteration 34Q: 3 clusters Score -797375.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -797386.062500 Penalty: 2845.307373
	Iteration 35Q: 3 clusters Score -797386.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -797400.625000 Penalty: 2845.307373
	Iteration 36Q: 3 clusters Score -797400.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -797411.000000 Penalty: 2845.307373
	Iteration 37Q: 3 clusters Score -797411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -797420.000000 Penalty: 2845.307373
	Iteration 38Q: 3 clusters Score -797420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -797425.875000 Penalty: 2845.307373
	Iteration 39Q: 3 clusters Score -797425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -797425.937500 Penalty: 2845.307373
	Iteration 40F: 3 clusters Score -797425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -797427.500000 Penalty: 2845.307373
	Iteration 41Q: 3 clusters Score -797427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -797428.062500 Penalty: 2845.307373
	Iteration 42Q: 3 clusters Score -797428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -797429.437500 Penalty: 2845.307373
	Iteration 43Q: 3 clusters Score -797429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -797430.562500 Penalty: 2845.307373
	Iteration 44Q: 3 clusters Score -797430.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -797430.562500 Penalty: 2845.307373
	Iteration 45F: 3 clusters Score -797430.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Entering Unmasked Estep 
Score: -2389904.000000 Penalty: 1599.538452
	Iteration 0F: 2 clusters Score -2389904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2377071.000000 Penalty: 3199.076904
	Iteration 0F: 3 clusters Score -2377071 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2381660.750000 Penalty: 3199.076904
	Iteration 1F: 3 clusters Score -2381661 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2382013.500000 Penalty: 3199.076904
	Iteration 2Q: 3 clusters Score -2382014 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2382430.000000 Penalty: 3199.076904
	Iteration 3F: 3 clusters Score -2382430 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2382947.000000 Penalty: 3199.076904
	Iteration 4F: 3 clusters Score -2382947 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2383735.500000 Penalty: 3199.076904
	Iteration 5F: 3 clusters Score -2383736 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2384720.750000 Penalty: 3199.076904
	Iteration 6F: 3 clusters Score -2384721 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2385846.250000 Penalty: 3199.076904
	Iteration 7F: 3 clusters Score -2385846 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2386850.000000 Penalty: 3199.076904
	Iteration 8F: 3 clusters Score -2386850 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2387592.250000 Penalty: 3199.076904
	Iteration 9Q: 3 clusters Score -2387592 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2388052.500000 Penalty: 3199.076904
	Iteration 10Q: 3 clusters Score -2388052 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2388330.500000 Penalty: 3199.076904
	Iteration 11Q: 3 clusters Score -2388330 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2388509.500000 Penalty: 3199.076904
	Iteration 12Q: 3 clusters Score -2388510 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2388638.250000 Penalty: 3199.076904
	Iteration 13Q: 3 clusters Score -2388638 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2388717.250000 Penalty: 3199.076904
	Iteration 14Q: 3 clusters Score -2388717 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2388761.000000 Penalty: 3199.076904
	Iteration 15Q: 3 clusters Score -2388761 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2388809.750000 Penalty: 3199.076904
	Iteration 16Q: 3 clusters Score -2388810 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2388840.500000 Penalty: 3199.076904
	Iteration 17Q: 3 clusters Score -2388840 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2388875.500000 Penalty: 3199.076904
	Iteration 18Q: 3 clusters Score -2388876 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2388919.750000 Penalty: 3199.076904
	Iteration 19Q: 3 clusters Score -2388920 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2388944.500000 Penalty: 3199.076904
	Iteration 20F: 3 clusters Score -2388944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2388964.000000 Penalty: 3199.076904
	Iteration 21Q: 3 clusters Score -2388964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2388983.750000 Penalty: 3199.076904
	Iteration 22Q: 3 clusters Score -2388984 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2388998.500000 Penalty: 3199.076904
	Iteration 23Q: 3 clusters Score -2388998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2389019.000000 Penalty: 3199.076904
	Iteration 24Q: 3 clusters Score -2389019 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2389027.750000 Penalty: 3199.076904
	Iteration 25Q: 3 clusters Score -2389028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2389033.750000 Penalty: 3199.076904
	Iteration 26Q: 3 clusters Score -2389034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2389045.000000 Penalty: 3199.076904
	Iteration 27Q: 3 clusters Score -2389045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2389049.500000 Penalty: 3199.076904
	Iteration 28Q: 3 clusters Score -2389050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2389053.000000 Penalty: 3199.076904
	Iteration 29Q: 3 clusters Score -2389053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2389057.500000 Penalty: 3199.076904
	Iteration 30Q: 3 clusters Score -2389058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2389061.750000 Penalty: 3199.076904
	Iteration 31Q: 3 clusters Score -2389062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2389060.250000 Penalty: 3199.076904
	Iteration 32Q: 3 clusters Score -2389060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2389060.000000 Penalty: 3199.076904
	Iteration 33Q: 3 clusters Score -2389060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2389071.500000 Penalty: 3199.076904
	Iteration 34Q: 3 clusters Score -2389072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2389078.000000 Penalty: 3199.076904
	Iteration 35Q: 3 clusters Score -2389078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2389083.500000 Penalty: 3199.076904
	Iteration 36Q: 3 clusters Score -2389084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2389090.500000 Penalty: 3199.076904
	Iteration 37Q: 3 clusters Score -2389090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2389096.250000 Penalty: 3199.076904
	Iteration 38Q: 3 clusters Score -2389096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2389095.250000 Penalty: 3199.076904
	Iteration 39Q: 3 clusters Score -2389095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2389097.750000 Penalty: 3199.076904
	Iteration 40F: 3 clusters Score -2389098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2389101.250000 Penalty: 3199.076904
	Iteration 41Q: 3 clusters Score -2389101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2389101.250000 Penalty: 3199.076904
	Iteration 42Q: 3 clusters Score -2389101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2389099.250000 Penalty: 3199.076904
	Iteration 43Q: 3 clusters Score -2389099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2389100.750000 Penalty: 3199.076904
	Iteration 44Q: 3 clusters Score -2389101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2389098.000000 Penalty: 3199.076904
	Iteration 45Q: 3 clusters Score -2389098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2389099.000000 Penalty: 3199.076904
	Iteration 46Q: 3 clusters Score -2389099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2389100.500000 Penalty: 3199.076904
	Iteration 47Q: 3 clusters Score -2389100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2389098.750000 Penalty: 3199.076904
	Iteration 48Q: 3 clusters Score -2389099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2389098.750000 Penalty: 3199.076904
	Iteration 49F: 3 clusters Score -2389099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Entering Unmasked Estep 
Score: -1185642.875000 Penalty: 1493.032104
	Iteration 0F: 2 clusters Score -1185643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1178677.750000 Penalty: 2986.064209
	Iteration 0F: 3 clusters Score -1178678 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1180965.250000 Penalty: 2986.064209
	Iteration 1F: 3 clusters Score -1180965 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1181229.000000 Penalty: 2986.064209
	Iteration 2F: 3 clusters Score -1181229 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1181429.625000 Penalty: 2986.064209
	Iteration 3F: 3 clusters Score -1181430 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1181605.375000 Penalty: 2986.064209
	Iteration 4Q: 3 clusters Score -1181605 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1181800.000000 Penalty: 2986.064209
	Iteration 5Q: 3 clusters Score -1181800 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1182033.250000 Penalty: 2986.064209
	Iteration 6Q: 3 clusters Score -1182033 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1182329.500000 Penalty: 2986.064209
	Iteration 7Q: 3 clusters Score -1182330 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1182669.250000 Penalty: 2986.064209
	Iteration 8Q: 3 clusters Score -1182669 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1183068.875000 Penalty: 2986.064209
	Iteration 9F: 3 clusters Score -1183069 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1183447.000000 Penalty: 2986.064209
	Iteration 10Q: 3 clusters Score -1183447 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1183800.250000 Penalty: 2986.064209
	Iteration 11Q: 3 clusters Score -1183800 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1184114.750000 Penalty: 2986.064209
	Iteration 12Q: 3 clusters Score -1184115 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1184356.750000 Penalty: 2986.064209
	Iteration 13Q: 3 clusters Score -1184357 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1184539.000000 Penalty: 2986.064209
	Iteration 14Q: 3 clusters Score -1184539 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1184685.875000 Penalty: 2986.064209
	Iteration 15Q: 3 clusters Score -1184686 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1184792.750000 Penalty: 2986.064209
	Iteration 16Q: 3 clusters Score -1184793 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1184893.125000 Penalty: 2986.064209
	Iteration 17Q: 3 clusters Score -1184893 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1184972.875000 Penalty: 2986.064209
	Iteration 18Q: 3 clusters Score -1184973 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1185047.000000 Penalty: 2986.064209
	Iteration 19Q: 3 clusters Score -1185047 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1185111.250000 Penalty: 2986.064209
	Iteration 20F: 3 clusters Score -1185111 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1185145.875000 Penalty: 2986.064209
	Iteration 21Q: 3 clusters Score -1185146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1185170.500000 Penalty: 2986.064209
	Iteration 22Q: 3 clusters Score -1185170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1185184.250000 Penalty: 2986.064209
	Iteration 23Q: 3 clusters Score -1185184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1185190.875000 Penalty: 2986.064209
	Iteration 24Q: 3 clusters Score -1185191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1185199.000000 Penalty: 2986.064209
	Iteration 25Q: 3 clusters Score -1185199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1185201.875000 Penalty: 2986.064209
	Iteration 26Q: 3 clusters Score -1185202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1185205.375000 Penalty: 2986.064209
	Iteration 27Q: 3 clusters Score -1185205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1185207.500000 Penalty: 2986.064209
	Iteration 28Q: 3 clusters Score -1185208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1185211.125000 Penalty: 2986.064209
	Iteration 29Q: 3 clusters Score -1185211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1185210.250000 Penalty: 2986.064209
	Iteration 30Q: 3 clusters Score -1185210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1185212.375000 Penalty: 2986.064209
	Iteration 31Q: 3 clusters Score -1185212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1185212.625000 Penalty: 2986.064209
	Iteration 32Q: 3 clusters Score -1185213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1185212.625000 Penalty: 2986.064209
	Iteration 33Q: 3 clusters Score -1185213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1185214.375000 Penalty: 2986.064209
	Iteration 34Q: 3 clusters Score -1185214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1185214.375000 Penalty: 2986.064209
	Iteration 35Q: 3 clusters Score -1185214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1185215.625000 Penalty: 2986.064209
	Iteration 36Q: 3 clusters Score -1185216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1185215.625000 Penalty: 2986.064209
	Iteration 37F: 3 clusters Score -1185216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -381904.062500 Penalty: 1295.301392
	Iteration 0F: 2 clusters Score -381904.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -379240.781250 Penalty: 2590.602783
	Iteration 0F: 3 clusters Score -379240.8 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -379897.312500 Penalty: 2590.602783
	Iteration 1F: 3 clusters Score -379897.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -380036.406250 Penalty: 2590.602783
	Iteration 2F: 3 clusters Score -380036.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -380121.468750 Penalty: 2590.602783
	Iteration 3Q: 3 clusters Score -380121.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -380181.593750 Penalty: 2590.602783
	Iteration 4Q: 3 clusters Score -380181.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -380233.781250 Penalty: 2590.602783
	Iteration 5Q: 3 clusters Score -380233.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -380271.750000 Penalty: 2590.602783
	Iteration 6Q: 3 clusters Score -380271.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -380304.843750 Penalty: 2590.602783
	Iteration 7Q: 3 clusters Score -380304.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -380336.781250 Penalty: 2590.602783
	Iteration 8Q: 3 clusters Score -380336.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -380369.187500 Penalty: 2590.602783
	Iteration 9Q: 3 clusters Score -380369.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -380399.062500 Penalty: 2590.602783
	Iteration 10Q: 3 clusters Score -380399.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -380419.000000 Penalty: 2590.602783
	Iteration 11Q: 3 clusters Score -380419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -380439.312500 Penalty: 2590.602783
	Iteration 12Q: 3 clusters Score -380439.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -380461.875000 Penalty: 2590.602783
	Iteration 13Q: 3 clusters Score -380461.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -380485.250000 Penalty: 2590.602783
	Iteration 14Q: 3 clusters Score -380485.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -380509.312500 Penalty: 2590.602783
	Iteration 15Q: 3 clusters Score -380509.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -380534.906250 Penalty: 2590.602783
	Iteration 16Q: 3 clusters Score -380534.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -380560.281250 Penalty: 2590.602783
	Iteration 17Q: 3 clusters Score -380560.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -380583.000000 Penalty: 2590.602783
	Iteration 18Q: 3 clusters Score -380583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -380600.625000 Penalty: 2590.602783
	Iteration 19Q: 3 clusters Score -380600.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -380620.656250 Penalty: 2590.602783
	Iteration 20F: 3 clusters Score -380620.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -380634.468750 Penalty: 2590.602783
	Iteration 21Q: 3 clusters Score -380634.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -380652.031250 Penalty: 2590.602783
	Iteration 22Q: 3 clusters Score -380652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -380665.218750 Penalty: 2590.602783
	Iteration 23Q: 3 clusters Score -380665.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -380676.250000 Penalty: 2590.602783
	Iteration 24Q: 3 clusters Score -380676.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -380684.500000 Penalty: 2590.602783
	Iteration 25Q: 3 clusters Score -380684.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -380694.343750 Penalty: 2590.602783
	Iteration 26Q: 3 clusters Score -380694.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -380706.062500 Penalty: 2590.602783
	Iteration 27Q: 3 clusters Score -380706.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -380715.781250 Penalty: 2590.602783
	Iteration 28Q: 3 clusters Score -380715.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -380725.093750 Penalty: 2590.602783
	Iteration 29Q: 3 clusters Score -380725.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -380730.718750 Penalty: 2590.602783
	Iteration 30Q: 3 clusters Score -380730.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -380736.562500 Penalty: 2590.602783
	Iteration 31Q: 3 clusters Score -380736.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -380736.656250 Penalty: 2590.602783
	Iteration 32Q: 3 clusters Score -380736.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -380739.031250 Penalty: 2590.602783
	Iteration 33Q: 3 clusters Score -380739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -380739.593750 Penalty: 2590.602783
	Iteration 34Q: 3 clusters Score -380739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -380741.468750 Penalty: 2590.602783
	Iteration 35Q: 3 clusters Score -380741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -380741.656250 Penalty: 2590.602783
	Iteration 36Q: 3 clusters Score -380741.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -380742.406250 Penalty: 2590.602783
	Iteration 37Q: 3 clusters Score -380742.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -380742.406250 Penalty: 2590.602783
	Iteration 38F: 3 clusters Score -380742.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 17090 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 28383 members 
Mstep: Class 7 contains 89524 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12128 members 
Mstep: Class 10 contains 53304 members 
Mstep: Class 11 contains 139761 members 
Mstep: Class 12 contains 37851 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6200 members 
Mstep: Class 15 contains 10217 members 
Mstep: Class 16 contains 27489 members 
Mstep: Class 17 contains 5198 members 
Mstep: Class 18 contains 7814 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 130716 members 
Mstep: Class 21 contains 6080 members 
Mstep: Class 22 contains 55647 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3907 members 
Mstep: Class 26 contains 4742 members 
Mstep: Class 27 contains 36335 members 
Mstep: Class 28 contains 5531 members 
Mstep: Class 29 contains 121522 members 
Mstep: Class 30 contains 6341 members 
Mstep: Class 31 contains 18832 members 
Mstep: Class 32 contains 9778 members 
Mstep: Class 33 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937584.000000 Penalty: 73429.796875
Iteration 199Q: 34 clusters Score -1.089376e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 17124 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 28384 members 
Mstep: Class 7 contains 89435 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12121 members 
Mstep: Class 10 contains 53309 members 
Mstep: Class 11 contains 139763 members 
Mstep: Class 12 contains 37854 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 10221 members 
Mstep: Class 16 contains 27493 members 
Mstep: Class 17 contains 5217 members 
Mstep: Class 18 contains 7807 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 130718 members 
Mstep: Class 21 contains 6078 members 
Mstep: Class 22 contains 55641 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3909 members 
Mstep: Class 26 contains 4738 members 
Mstep: Class 27 contains 36395 members 
Mstep: Class 28 contains 5517 members 
Mstep: Class 29 contains 121522 members 
Mstep: Class 30 contains 6341 members 
Mstep: Class 31 contains 18820 members 
Mstep: Class 32 contains 9783 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937600.000000 Penalty: 73429.796875
Iteration 200F: 34 clusters Score -1.089376e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 17151 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 89351 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12114 members 
Mstep: Class 10 contains 53306 members 
Mstep: Class 11 contains 139768 members 
Mstep: Class 12 contains 37855 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 10226 members 
Mstep: Class 16 contains 27499 members 
Mstep: Class 17 contains 5236 members 
Mstep: Class 18 contains 7803 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 130714 members 
Mstep: Class 21 contains 6076 members 
Mstep: Class 22 contains 55632 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 36447 members 
Mstep: Class 28 contains 5506 members 
Mstep: Class 29 contains 121528 members 
Mstep: Class 30 contains 6341 members 
Mstep: Class 31 contains 18812 members 
Mstep: Class 32 contains 9786 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937696.000000 Penalty: 73429.796875
Iteration 201Q: 34 clusters Score -1.089377e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 28398 members 
Mstep: Class 7 contains 89277 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12108 members 
Mstep: Class 10 contains 53299 members 
Mstep: Class 11 contains 139771 members 
Mstep: Class 12 contains 37855 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6202 members 
Mstep: Class 15 contains 10235 members 
Mstep: Class 16 contains 27501 members 
Mstep: Class 17 contains 5255 members 
Mstep: Class 18 contains 7804 members 
Mstep: Class 19 contains 14823 members 
Mstep: Class 20 contains 130713 members 
Mstep: Class 21 contains 6074 members 
Mstep: Class 22 contains 55628 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3913 members 
Mstep: Class 26 contains 4727 members 
Mstep: Class 27 contains 36489 members 
Mstep: Class 28 contains 5498 members 
Mstep: Class 29 contains 121530 members 
Mstep: Class 30 contains 6342 members 
Mstep: Class 31 contains 18795 members 
Mstep: Class 32 contains 9788 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937808.000000 Penalty: 73429.796875
Iteration 202Q: 34 clusters Score -1.089378e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17216 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28402 members 
Mstep: Class 7 contains 89203 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12104 members 
Mstep: Class 10 contains 53297 members 
Mstep: Class 11 contains 139774 members 
Mstep: Class 12 contains 37855 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 10240 members 
Mstep: Class 16 contains 27505 members 
Mstep: Class 17 contains 5276 members 
Mstep: Class 18 contains 7807 members 
Mstep: Class 19 contains 14825 members 
Mstep: Class 20 contains 130707 members 
Mstep: Class 21 contains 6074 members 
Mstep: Class 22 contains 55624 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3916 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 36535 members 
Mstep: Class 28 contains 5491 members 
Mstep: Class 29 contains 121528 members 
Mstep: Class 30 contains 6343 members 
Mstep: Class 31 contains 18773 members 
Mstep: Class 32 contains 9789 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937856.000000 Penalty: 73429.796875
Iteration 203Q: 34 clusters Score -1.089379e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17249 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28399 members 
Mstep: Class 7 contains 89122 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12103 members 
Mstep: Class 10 contains 53300 members 
Mstep: Class 11 contains 139773 members 
Mstep: Class 12 contains 37856 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 10248 members 
Mstep: Class 16 contains 27501 members 
Mstep: Class 17 contains 5290 members 
Mstep: Class 18 contains 7808 members 
Mstep: Class 19 contains 14824 members 
Mstep: Class 20 contains 130715 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 55619 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3916 members 
Mstep: Class 26 contains 4723 members 
Mstep: Class 27 contains 36596 members 
Mstep: Class 28 contains 5488 members 
Mstep: Class 29 contains 121534 members 
Mstep: Class 30 contains 6343 members 
Mstep: Class 31 contains 18746 members 
Mstep: Class 32 contains 9788 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937928.000000 Penalty: 73429.796875
Iteration 204Q: 34 clusters Score -1.089379e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17282 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28401 members 
Mstep: Class 7 contains 89047 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12102 members 
Mstep: Class 10 contains 53309 members 
Mstep: Class 11 contains 139777 members 
Mstep: Class 12 contains 37857 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 10253 members 
Mstep: Class 16 contains 27503 members 
Mstep: Class 17 contains 5310 members 
Mstep: Class 18 contains 7807 members 
Mstep: Class 19 contains 14822 members 
Mstep: Class 20 contains 130713 members 
Mstep: Class 21 contains 6072 members 
Mstep: Class 22 contains 55614 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3916 members 
Mstep: Class 26 contains 4723 members 
Mstep: Class 27 contains 36634 members 
Mstep: Class 28 contains 5481 members 
Mstep: Class 29 contains 121534 members 
Mstep: Class 30 contains 6344 members 
Mstep: Class 31 contains 18728 members 
Mstep: Class 32 contains 9788 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937976.000000 Penalty: 73429.796875
Iteration 205Q: 34 clusters Score -1.08938e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17323 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28404 members 
Mstep: Class 7 contains 88986 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12095 members 
Mstep: Class 10 contains 53315 members 
Mstep: Class 11 contains 139783 members 
Mstep: Class 12 contains 37859 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 10257 members 
Mstep: Class 16 contains 27502 members 
Mstep: Class 17 contains 5325 members 
Mstep: Class 18 contains 7807 members 
Mstep: Class 19 contains 14824 members 
Mstep: Class 20 contains 130715 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 55611 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3916 members 
Mstep: Class 26 contains 4723 members 
Mstep: Class 27 contains 36679 members 
Mstep: Class 28 contains 5477 members 
Mstep: Class 29 contains 121533 members 
Mstep: Class 30 contains 6344 members 
Mstep: Class 31 contains 18685 members 
Mstep: Class 32 contains 9788 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937952.000000 Penalty: 73429.796875
Iteration 206Q: 34 clusters Score -1.08938e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17358 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28402 members 
Mstep: Class 7 contains 88918 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12090 members 
Mstep: Class 10 contains 53322 members 
Mstep: Class 11 contains 139783 members 
Mstep: Class 12 contains 37863 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 10262 members 
Mstep: Class 16 contains 27497 members 
Mstep: Class 17 contains 5360 members 
Mstep: Class 18 contains 7806 members 
Mstep: Class 19 contains 14825 members 
Mstep: Class 20 contains 130720 members 
Mstep: Class 21 contains 6072 members 
Mstep: Class 22 contains 55608 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3917 members 
Mstep: Class 26 contains 4723 members 
Mstep: Class 27 contains 36725 members 
Mstep: Class 28 contains 5468 members 
Mstep: Class 29 contains 121534 members 
Mstep: Class 30 contains 6344 members 
Mstep: Class 31 contains 18641 members 
Mstep: Class 32 contains 9788 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938144.000000 Penalty: 73429.796875
Iteration 207Q: 34 clusters Score -1.089381e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17390 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28405 members 
Mstep: Class 7 contains 88851 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12084 members 
Mstep: Class 10 contains 53336 members 
Mstep: Class 11 contains 139781 members 
Mstep: Class 12 contains 37865 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6200 members 
Mstep: Class 15 contains 10265 members 
Mstep: Class 16 contains 27496 members 
Mstep: Class 17 contains 5383 members 
Mstep: Class 18 contains 7805 members 
Mstep: Class 19 contains 14827 members 
Mstep: Class 20 contains 130720 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 55605 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 4723 members 
Mstep: Class 27 contains 36768 members 
Mstep: Class 28 contains 5462 members 
Mstep: Class 29 contains 121533 members 
Mstep: Class 30 contains 6344 members 
Mstep: Class 31 contains 18610 members 
Mstep: Class 32 contains 9788 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938224.000000 Penalty: 73429.796875
Iteration 208Q: 34 clusters Score -1.089382e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17431 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28407 members 
Mstep: Class 7 contains 88778 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12080 members 
Mstep: Class 10 contains 53347 members 
Mstep: Class 11 contains 139783 members 
Mstep: Class 12 contains 37863 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 10268 members 
Mstep: Class 16 contains 27497 members 
Mstep: Class 17 contains 5424 members 
Mstep: Class 18 contains 7804 members 
Mstep: Class 19 contains 14827 members 
Mstep: Class 20 contains 130720 members 
Mstep: Class 21 contains 6070 members 
Mstep: Class 22 contains 55602 members 
Mstep: Class 23 contains 2591 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 4723 members 
Mstep: Class 27 contains 36807 members 
Mstep: Class 28 contains 5455 members 
Mstep: Class 29 contains 121536 members 
Mstep: Class 30 contains 6344 members 
Mstep: Class 31 contains 18564 members 
Mstep: Class 32 contains 9787 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938184.000000 Penalty: 73429.796875
Iteration 209Q: 34 clusters Score -1.089382e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 17478 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28408 members 
Mstep: Class 7 contains 88697 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12075 members 
Mstep: Class 10 contains 53362 members 
Mstep: Class 11 contains 139783 members 
Mstep: Class 12 contains 37872 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6202 members 
Mstep: Class 15 contains 10266 members 
Mstep: Class 16 contains 27499 members 
Mstep: Class 17 contains 5462 members 
Mstep: Class 18 contains 7803 members 
Mstep: Class 19 contains 14827 members 
Mstep: Class 20 contains 130712 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 55594 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3919 members 
Mstep: Class 26 contains 4723 members 
Mstep: Class 27 contains 36855 members 
Mstep: Class 28 contains 5449 members 
Mstep: Class 29 contains 121538 members 
Mstep: Class 30 contains 6344 members 
Mstep: Class 31 contains 18514 members 
Mstep: Class 32 contains 9787 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938232.000000 Penalty: 73429.796875
Iteration 210Q: 34 clusters Score -1.089382e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17529 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28411 members 
Mstep: Class 7 contains 88624 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12072 members 
Mstep: Class 10 contains 53380 members 
Mstep: Class 11 contains 139782 members 
Mstep: Class 12 contains 37880 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6204 members 
Mstep: Class 15 contains 10268 members 
Mstep: Class 16 contains 27499 members 
Mstep: Class 17 contains 5496 members 
Mstep: Class 18 contains 7799 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 130715 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 55588 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 4723 members 
Mstep: Class 27 contains 36888 members 
Mstep: Class 28 contains 5445 members 
Mstep: Class 29 contains 121541 members 
Mstep: Class 30 contains 6344 members 
Mstep: Class 31 contains 18450 members 
Mstep: Class 32 contains 9787 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938240.000000 Penalty: 73429.796875
Iteration 211Q: 34 clusters Score -1.089382e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17583 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28414 members 
Mstep: Class 7 contains 88528 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12066 members 
Mstep: Class 10 contains 53410 members 
Mstep: Class 11 contains 139779 members 
Mstep: Class 12 contains 37883 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 10269 members 
Mstep: Class 16 contains 27502 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 7802 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 130721 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 55581 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3917 members 
Mstep: Class 26 contains 4722 members 
Mstep: Class 27 contains 36927 members 
Mstep: Class 28 contains 5438 members 
Mstep: Class 29 contains 121547 members 
Mstep: Class 30 contains 6344 members 
Mstep: Class 31 contains 18395 members 
Mstep: Class 32 contains 9788 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938344.000000 Penalty: 73429.796875
Iteration 212Q: 34 clusters Score -1.089383e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17629 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28420 members 
Mstep: Class 7 contains 88451 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12061 members 
Mstep: Class 10 contains 53429 members 
Mstep: Class 11 contains 139776 members 
Mstep: Class 12 contains 37897 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 10272 members 
Mstep: Class 16 contains 27512 members 
Mstep: Class 17 contains 5559 members 
Mstep: Class 18 contains 7805 members 
Mstep: Class 19 contains 14825 members 
Mstep: Class 20 contains 130720 members 
Mstep: Class 21 contains 6070 members 
Mstep: Class 22 contains 55568 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 4722 members 
Mstep: Class 27 contains 36947 members 
Mstep: Class 28 contains 5432 members 
Mstep: Class 29 contains 121551 members 
Mstep: Class 30 contains 6344 members 
Mstep: Class 31 contains 18339 members 
Mstep: Class 32 contains 9787 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938424.000000 Penalty: 73429.796875
Iteration 213Q: 34 clusters Score -1.089384e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17692 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28421 members 
Mstep: Class 7 contains 88372 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12053 members 
Mstep: Class 10 contains 53446 members 
Mstep: Class 11 contains 139781 members 
Mstep: Class 12 contains 37910 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 10271 members 
Mstep: Class 16 contains 27522 members 
Mstep: Class 17 contains 5601 members 
Mstep: Class 18 contains 7811 members 
Mstep: Class 19 contains 14825 members 
Mstep: Class 20 contains 130732 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 55553 members 
Mstep: Class 23 contains 2591 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 4722 members 
Mstep: Class 27 contains 36962 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 121555 members 
Mstep: Class 30 contains 6345 members 
Mstep: Class 31 contains 18263 members 
Mstep: Class 32 contains 9788 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938320.000000 Penalty: 73429.796875
Iteration 214Q: 34 clusters Score -1.089383e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17757 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 6 contains 28430 members 
Mstep: Class 7 contains 88280 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12047 members 
Mstep: Class 10 contains 53474 members 
Mstep: Class 11 contains 139775 members 
Mstep: Class 12 contains 37915 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6211 members 
Mstep: Class 15 contains 10273 members 
Mstep: Class 16 contains 27533 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 7811 members 
Mstep: Class 19 contains 14825 members 
Mstep: Class 20 contains 130736 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 55542 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3919 members 
Mstep: Class 26 contains 4723 members 
Mstep: Class 27 contains 36983 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 121555 members 
Mstep: Class 30 contains 6347 members 
Mstep: Class 31 contains 18185 members 
Mstep: Class 32 contains 9789 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938568.000000 Penalty: 73429.796875
Iteration 215Q: 34 clusters Score -1.089386e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17827 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28433 members 
Mstep: Class 7 contains 88196 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12035 members 
Mstep: Class 10 contains 53494 members 
Mstep: Class 11 contains 139776 members 
Mstep: Class 12 contains 37911 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6213 members 
Mstep: Class 15 contains 10274 members 
Mstep: Class 16 contains 27541 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 7814 members 
Mstep: Class 19 contains 14825 members 
Mstep: Class 20 contains 130744 members 
Mstep: Class 21 contains 6070 members 
Mstep: Class 22 contains 55535 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 4722 members 
Mstep: Class 27 contains 37002 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 121553 members 
Mstep: Class 30 contains 6348 members 
Mstep: Class 31 contains 18102 members 
Mstep: Class 32 contains 9791 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938608.000000 Penalty: 73429.796875
Iteration 216Q: 34 clusters Score -1.089386e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17881 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28437 members 
Mstep: Class 7 contains 88128 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12030 members 
Mstep: Class 10 contains 53514 members 
Mstep: Class 11 contains 139775 members 
Mstep: Class 12 contains 37905 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6214 members 
Mstep: Class 15 contains 10279 members 
Mstep: Class 16 contains 27548 members 
Mstep: Class 17 contains 5753 members 
Mstep: Class 18 contains 7817 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 130761 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 55529 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 4721 members 
Mstep: Class 27 contains 37015 members 
Mstep: Class 28 contains 5410 members 
Mstep: Class 29 contains 121550 members 
Mstep: Class 30 contains 6348 members 
Mstep: Class 31 contains 18027 members 
Mstep: Class 32 contains 9793 members 
Mstep: Class 33 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938728.000000 Penalty: 73429.796875
Iteration 217Q: 34 clusters Score -1.089387e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17932 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 6 contains 28440 members 
Mstep: Class 7 contains 88062 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12021 members 
Mstep: Class 10 contains 53532 members 
Mstep: Class 11 contains 139778 members 
Mstep: Class 12 contains 37916 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6213 members 
Mstep: Class 15 contains 10282 members 
Mstep: Class 16 contains 27550 members 
Mstep: Class 17 contains 5799 members 
Mstep: Class 18 contains 7816 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 130767 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 55518 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 4719 members 
Mstep: Class 27 contains 37019 members 
Mstep: Class 28 contains 5410 members 
Mstep: Class 29 contains 121553 members 
Mstep: Class 30 contains 6348 members 
Mstep: Class 31 contains 17965 members 
Mstep: Class 32 contains 9797 members 
Mstep: Class 33 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938640.000000 Penalty: 73429.796875
Iteration 218Q: 34 clusters Score -1.089386e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 17979 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28440 members 
Mstep: Class 7 contains 87988 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12011 members 
Mstep: Class 10 contains 53556 members 
Mstep: Class 11 contains 139773 members 
Mstep: Class 12 contains 37926 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 10282 members 
Mstep: Class 16 contains 27555 members 
Mstep: Class 17 contains 5847 members 
Mstep: Class 18 contains 7817 members 
Mstep: Class 19 contains 14824 members 
Mstep: Class 20 contains 130785 members 
Mstep: Class 21 contains 6074 members 
Mstep: Class 22 contains 55510 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 4718 members 
Mstep: Class 27 contains 37021 members 
Mstep: Class 28 contains 5410 members 
Mstep: Class 29 contains 121557 members 
Mstep: Class 30 contains 6348 members 
Mstep: Class 31 contains 17906 members 
Mstep: Class 32 contains 9799 members 
Mstep: Class 33 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938680.000000 Penalty: 73429.796875
Iteration 219Q: 34 clusters Score -1.089387e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 18028 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28445 members 
Mstep: Class 7 contains 87915 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 12003 members 
Mstep: Class 10 contains 53570 members 
Mstep: Class 11 contains 139770 members 
Mstep: Class 12 contains 37937 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 6218 members 
Mstep: Class 15 contains 10282 members 
Mstep: Class 16 contains 27556 members 
Mstep: Class 17 contains 5915 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 130791 members 
Mstep: Class 21 contains 6072 members 
Mstep: Class 22 contains 55503 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 4717 members 
Mstep: Class 27 contains 37029 members 
Mstep: Class 28 contains 5406 members 
Mstep: Class 29 contains 121564 members 
Mstep: Class 30 contains 6348 members 
Mstep: Class 31 contains 17833 members 
Mstep: Class 32 contains 9800 members 
Mstep: Class 33 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938552.000000 Penalty: 73429.796875
Iteration 220F: 34 clusters Score -1.089386e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 18092 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28450 members 
Mstep: Class 7 contains 87839 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11990 members 
Mstep: Class 10 contains 53571 members 
Mstep: Class 11 contains 139773 members 
Mstep: Class 12 contains 37951 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 10286 members 
Mstep: Class 16 contains 27554 members 
Mstep: Class 17 contains 5963 members 
Mstep: Class 18 contains 7816 members 
Mstep: Class 19 contains 14827 members 
Mstep: Class 20 contains 130793 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 55492 members 
Mstep: Class 23 contains 2590 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 37028 members 
Mstep: Class 28 contains 5404 members 
Mstep: Class 29 contains 121567 members 
Mstep: Class 30 contains 6348 members 
Mstep: Class 31 contains 17796 members 
Mstep: Class 32 contains 9800 members 
Mstep: Class 33 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938680.000000 Penalty: 73429.796875
Iteration 221Q: 34 clusters Score -1.089387e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 18174 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 28456 members 
Mstep: Class 7 contains 87748 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11980 members 
Mstep: Class 10 contains 53581 members 
Mstep: Class 11 contains 139772 members 
Mstep: Class 12 contains 37961 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 10282 members 
Mstep: Class 16 contains 27563 members 
Mstep: Class 17 contains 6010 members 
Mstep: Class 18 contains 7811 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 130798 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 55484 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3928 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 37017 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 121569 members 
Mstep: Class 30 contains 6348 members 
Mstep: Class 31 contains 17757 members 
Mstep: Class 32 contains 9805 members 
Mstep: Class 33 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938832.000000 Penalty: 73429.796875
Iteration 222Q: 34 clusters Score -1.089388e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 18248 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 28462 members 
Mstep: Class 7 contains 87662 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11967 members 
Mstep: Class 10 contains 53605 members 
Mstep: Class 11 contains 139773 members 
Mstep: Class 12 contains 37974 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 10285 members 
Mstep: Class 16 contains 27561 members 
Mstep: Class 17 contains 6053 members 
Mstep: Class 18 contains 7810 members 
Mstep: Class 19 contains 14828 members 
Mstep: Class 20 contains 130812 members 
Mstep: Class 21 contains 6070 members 
Mstep: Class 22 contains 55474 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3929 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 37023 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 121569 members 
Mstep: Class 30 contains 6348 members 
Mstep: Class 31 contains 17681 members 
Mstep: Class 32 contains 9810 members 
Mstep: Class 33 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938856.000000 Penalty: 73429.796875
Iteration 223Q: 34 clusters Score -1.089389e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 18327 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 28471 members 
Mstep: Class 7 contains 87595 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11953 members 
Mstep: Class 10 contains 53645 members 
Mstep: Class 11 contains 139766 members 
Mstep: Class 12 contains 37992 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 10286 members 
Mstep: Class 16 contains 27556 members 
Mstep: Class 17 contains 6099 members 
Mstep: Class 18 contains 7807 members 
Mstep: Class 19 contains 14828 members 
Mstep: Class 20 contains 130824 members 
Mstep: Class 21 contains 6068 members 
Mstep: Class 22 contains 55462 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3929 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 37024 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 121572 members 
Mstep: Class 30 contains 6348 members 
Mstep: Class 31 contains 17587 members 
Mstep: Class 32 contains 9811 members 
Mstep: Class 33 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939016.000000 Penalty: 73429.796875
Iteration 224Q: 34 clusters Score -1.08939e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 18413 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 28475 members 
Mstep: Class 7 contains 87539 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11938 members 
Mstep: Class 10 contains 53668 members 
Mstep: Class 11 contains 139767 members 
Mstep: Class 12 contains 38005 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 10288 members 
Mstep: Class 16 contains 27551 members 
Mstep: Class 17 contains 6146 members 
Mstep: Class 18 contains 7798 members 
Mstep: Class 19 contains 14829 members 
Mstep: Class 20 contains 130833 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 55453 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3933 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 37007 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 121575 members 
Mstep: Class 30 contains 6348 members 
Mstep: Class 31 contains 17515 members 
Mstep: Class 32 contains 9815 members 
Mstep: Class 33 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938960.000000 Penalty: 73429.796875
Iteration 225Q: 34 clusters Score -1.08939e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 18478 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 6 contains 28482 members 
Mstep: Class 7 contains 87464 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11921 members 
Mstep: Class 10 contains 53692 members 
Mstep: Class 11 contains 139767 members 
Mstep: Class 12 contains 38013 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 6215 members 
Mstep: Class 15 contains 10291 members 
Mstep: Class 16 contains 27552 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 7792 members 
Mstep: Class 19 contains 14832 members 
Mstep: Class 20 contains 130842 members 
Mstep: Class 21 contains 6066 members 
Mstep: Class 22 contains 55442 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 36994 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 121579 members 
Mstep: Class 30 contains 6348 members 
Mstep: Class 31 contains 17488 members 
Mstep: Class 32 contains 9820 members 
Mstep: Class 33 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938920.000000 Penalty: 73429.796875
Iteration 226Q: 34 clusters Score -1.089389e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18538 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 28491 members 
Mstep: Class 7 contains 87385 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11911 members 
Mstep: Class 10 contains 53710 members 
Mstep: Class 11 contains 139763 members 
Mstep: Class 12 contains 38021 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 6214 members 
Mstep: Class 15 contains 10295 members 
Mstep: Class 16 contains 27554 members 
Mstep: Class 17 contains 6205 members 
Mstep: Class 18 contains 7793 members 
Mstep: Class 19 contains 14834 members 
Mstep: Class 20 contains 130851 members 
Mstep: Class 21 contains 6065 members 
Mstep: Class 22 contains 55430 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 36985 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 121585 members 
Mstep: Class 30 contains 6348 members 
Mstep: Class 31 contains 17447 members 
Mstep: Class 32 contains 9828 members 
Mstep: Class 33 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938928.000000 Penalty: 73429.796875
Iteration 227Q: 34 clusters Score -1.089389e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18589 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28497 members 
Mstep: Class 7 contains 87314 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11901 members 
Mstep: Class 10 contains 53737 members 
Mstep: Class 11 contains 139765 members 
Mstep: Class 12 contains 38025 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 6212 members 
Mstep: Class 15 contains 10295 members 
Mstep: Class 16 contains 27554 members 
Mstep: Class 17 contains 6232 members 
Mstep: Class 18 contains 7793 members 
Mstep: Class 19 contains 14833 members 
Mstep: Class 20 contains 130844 members 
Mstep: Class 21 contains 6065 members 
Mstep: Class 22 contains 55419 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 4718 members 
Mstep: Class 27 contains 36970 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 121598 members 
Mstep: Class 30 contains 6349 members 
Mstep: Class 31 contains 17424 members 
Mstep: Class 32 contains 9835 members 
Mstep: Class 33 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938992.000000 Penalty: 73429.796875
Iteration 228Q: 34 clusters Score -1.08939e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18646 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 28511 members 
Mstep: Class 7 contains 87262 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11890 members 
Mstep: Class 10 contains 53767 members 
Mstep: Class 11 contains 139756 members 
Mstep: Class 12 contains 38029 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 6211 members 
Mstep: Class 15 contains 10294 members 
Mstep: Class 16 contains 27555 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 7795 members 
Mstep: Class 19 contains 14833 members 
Mstep: Class 20 contains 130842 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 55415 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 4718 members 
Mstep: Class 27 contains 36953 members 
Mstep: Class 28 contains 5394 members 
Mstep: Class 29 contains 121600 members 
Mstep: Class 30 contains 6349 members 
Mstep: Class 31 contains 17379 members 
Mstep: Class 32 contains 9838 members 
Mstep: Class 33 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939032.000000 Penalty: 73429.796875
Iteration 229Q: 34 clusters Score -1.08939e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18691 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28516 members 
Mstep: Class 7 contains 87223 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11881 members 
Mstep: Class 10 contains 53799 members 
Mstep: Class 11 contains 139750 members 
Mstep: Class 12 contains 38036 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 6210 members 
Mstep: Class 15 contains 10292 members 
Mstep: Class 16 contains 27553 members 
Mstep: Class 17 contains 6292 members 
Mstep: Class 18 contains 7792 members 
Mstep: Class 19 contains 14834 members 
Mstep: Class 20 contains 130842 members 
Mstep: Class 21 contains 6065 members 
Mstep: Class 22 contains 55411 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 4717 members 
Mstep: Class 27 contains 36935 members 
Mstep: Class 28 contains 5393 members 
Mstep: Class 29 contains 121604 members 
Mstep: Class 30 contains 6350 members 
Mstep: Class 31 contains 17344 members 
Mstep: Class 32 contains 9839 members 
Mstep: Class 33 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939240.000000 Penalty: 73429.796875
Iteration 230Q: 34 clusters Score -1.089392e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18727 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28522 members 
Mstep: Class 7 contains 87189 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11872 members 
Mstep: Class 10 contains 53829 members 
Mstep: Class 11 contains 139744 members 
Mstep: Class 12 contains 38040 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 10290 members 
Mstep: Class 16 contains 27544 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 7793 members 
Mstep: Class 19 contains 14835 members 
Mstep: Class 20 contains 130844 members 
Mstep: Class 21 contains 6065 members 
Mstep: Class 22 contains 55406 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 4718 members 
Mstep: Class 27 contains 36914 members 
Mstep: Class 28 contains 5388 members 
Mstep: Class 29 contains 121612 members 
Mstep: Class 30 contains 6351 members 
Mstep: Class 31 contains 17313 members 
Mstep: Class 32 contains 9841 members 
Mstep: Class 33 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939456.000000 Penalty: 73429.796875
Iteration 231Q: 34 clusters Score -1.089395e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18754 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 28523 members 
Mstep: Class 7 contains 87157 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11870 members 
Mstep: Class 10 contains 53856 members 
Mstep: Class 11 contains 139742 members 
Mstep: Class 12 contains 38041 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 10286 members 
Mstep: Class 16 contains 27543 members 
Mstep: Class 17 contains 6351 members 
Mstep: Class 18 contains 7789 members 
Mstep: Class 19 contains 14834 members 
Mstep: Class 20 contains 130852 members 
Mstep: Class 21 contains 6065 members 
Mstep: Class 22 contains 55402 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 36895 members 
Mstep: Class 28 contains 5385 members 
Mstep: Class 29 contains 121609 members 
Mstep: Class 30 contains 6351 members 
Mstep: Class 31 contains 17297 members 
Mstep: Class 32 contains 9846 members 
Mstep: Class 33 contains 2899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939408.000000 Penalty: 73429.796875
Iteration 232Q: 34 clusters Score -1.089394e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18771 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 28527 members 
Mstep: Class 7 contains 87133 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11868 members 
Mstep: Class 10 contains 53869 members 
Mstep: Class 11 contains 139742 members 
Mstep: Class 12 contains 38041 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 6209 members 
Mstep: Class 15 contains 10288 members 
Mstep: Class 16 contains 27538 members 
Mstep: Class 17 contains 6393 members 
Mstep: Class 18 contains 7787 members 
Mstep: Class 19 contains 14835 members 
Mstep: Class 20 contains 130858 members 
Mstep: Class 21 contains 6065 members 
Mstep: Class 22 contains 55396 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 230 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 36877 members 
Mstep: Class 28 contains 5381 members 
Mstep: Class 29 contains 121610 members 
Mstep: Class 30 contains 6351 members 
Mstep: Class 31 contains 17270 members 
Mstep: Class 32 contains 9847 members 
Mstep: Class 33 contains 2902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939368.000000 Penalty: 73429.796875
Iteration 233Q: 34 clusters Score -1.089394e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18794 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28531 members 
Mstep: Class 7 contains 87098 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11865 members 
Mstep: Class 10 contains 53885 members 
Mstep: Class 11 contains 139742 members 
Mstep: Class 12 contains 38041 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 10286 members 
Mstep: Class 16 contains 27530 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7783 members 
Mstep: Class 19 contains 14834 members 
Mstep: Class 20 contains 130863 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 55394 members 
Mstep: Class 23 contains 2586 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 36864 members 
Mstep: Class 28 contains 5379 members 
Mstep: Class 29 contains 121612 members 
Mstep: Class 30 contains 6351 members 
Mstep: Class 31 contains 17261 members 
Mstep: Class 32 contains 9847 members 
Mstep: Class 33 contains 2906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939408.000000 Penalty: 73429.796875
Iteration 234Q: 34 clusters Score -1.089394e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18816 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 28528 members 
Mstep: Class 7 contains 87060 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11861 members 
Mstep: Class 10 contains 53900 members 
Mstep: Class 11 contains 139748 members 
Mstep: Class 12 contains 38045 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 6209 members 
Mstep: Class 15 contains 10284 members 
Mstep: Class 16 contains 27529 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 7782 members 
Mstep: Class 19 contains 14835 members 
Mstep: Class 20 contains 130861 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 55395 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 36857 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 121615 members 
Mstep: Class 30 contains 6351 members 
Mstep: Class 31 contains 17246 members 
Mstep: Class 32 contains 9847 members 
Mstep: Class 33 contains 2906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939304.000000 Penalty: 73429.796875
Iteration 235Q: 34 clusters Score -1.089393e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 18829 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 28528 members 
Mstep: Class 7 contains 87026 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11856 members 
Mstep: Class 10 contains 53904 members 
Mstep: Class 11 contains 139752 members 
Mstep: Class 12 contains 38047 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 6209 members 
Mstep: Class 15 contains 10286 members 
Mstep: Class 16 contains 27533 members 
Mstep: Class 17 contains 6467 members 
Mstep: Class 18 contains 7778 members 
Mstep: Class 19 contains 14834 members 
Mstep: Class 20 contains 130869 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 55392 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 36845 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 121622 members 
Mstep: Class 30 contains 6351 members 
Mstep: Class 31 contains 17236 members 
Mstep: Class 32 contains 9851 members 
Mstep: Class 33 contains 2906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939200.000000 Penalty: 73429.796875
Iteration 236Q: 34 clusters Score -1.089392e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18839 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 28531 members 
Mstep: Class 7 contains 87001 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11854 members 
Mstep: Class 10 contains 53916 members 
Mstep: Class 11 contains 139753 members 
Mstep: Class 12 contains 38035 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 10289 members 
Mstep: Class 16 contains 27532 members 
Mstep: Class 17 contains 6480 members 
Mstep: Class 18 contains 7775 members 
Mstep: Class 19 contains 14832 members 
Mstep: Class 20 contains 130872 members 
Mstep: Class 21 contains 6065 members 
Mstep: Class 22 contains 55390 members 
Mstep: Class 23 contains 2590 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 4714 members 
Mstep: Class 27 contains 36835 members 
Mstep: Class 28 contains 5369 members 
Mstep: Class 29 contains 121632 members 
Mstep: Class 30 contains 6352 members 
Mstep: Class 31 contains 17232 members 
Mstep: Class 32 contains 9856 members 
Mstep: Class 33 contains 2906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939144.000000 Penalty: 73429.796875
Iteration 237Q: 34 clusters Score -1.089391e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18855 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 28535 members 
Mstep: Class 7 contains 86975 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11854 members 
Mstep: Class 10 contains 53936 members 
Mstep: Class 11 contains 139748 members 
Mstep: Class 12 contains 38027 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 6207 members 
Mstep: Class 15 contains 10290 members 
Mstep: Class 16 contains 27534 members 
Mstep: Class 17 contains 6488 members 
Mstep: Class 18 contains 7774 members 
Mstep: Class 19 contains 14831 members 
Mstep: Class 20 contains 130881 members 
Mstep: Class 21 contains 6066 members 
Mstep: Class 22 contains 55391 members 
Mstep: Class 23 contains 2591 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 36821 members 
Mstep: Class 28 contains 5368 members 
Mstep: Class 29 contains 121634 members 
Mstep: Class 30 contains 6352 members 
Mstep: Class 31 contains 17226 members 
Mstep: Class 32 contains 9856 members 
Mstep: Class 33 contains 2906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939224.000000 Penalty: 73429.796875
Iteration 238Q: 34 clusters Score -1.089392e+08 nChanged 130
Entering ConstructFrom: 
Score: -108939224.000000 Penalty: 73429.796875
Entering ConstructFrom: 
Trying to split cluster 1 (20955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Entering Unmasked Estep 
Score: -2631464.750000 Penalty: 1616.896484
	Iteration 0F: 2 clusters Score -2631465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2617273.000000 Penalty: 3233.792969
	Iteration 0F: 3 clusters Score -2617273 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2622386.500000 Penalty: 3233.792969
	Iteration 1F: 3 clusters Score -2622386 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2622885.500000 Penalty: 3233.792969
	Iteration 2F: 3 clusters Score -2622886 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2623439.000000 Penalty: 3233.792969
	Iteration 3F: 3 clusters Score -2623439 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2624032.250000 Penalty: 3233.792969
	Iteration 4F: 3 clusters Score -2624032 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2624699.500000 Penalty: 3233.792969
	Iteration 5F: 3 clusters Score -2624700 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2625407.500000 Penalty: 3233.792969
	Iteration 6F: 3 clusters Score -2625408 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2626059.250000 Penalty: 3233.792969
	Iteration 7F: 3 clusters Score -2626059 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2626720.500000 Penalty: 3233.792969
	Iteration 8Q: 3 clusters Score -2626720 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2627374.000000 Penalty: 3233.792969
	Iteration 9Q: 3 clusters Score -2627374 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2628063.250000 Penalty: 3233.792969
	Iteration 10Q: 3 clusters Score -2628063 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2628730.250000 Penalty: 3233.792969
	Iteration 11Q: 3 clusters Score -2628730 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2629247.750000 Penalty: 3233.792969
	Iteration 12Q: 3 clusters Score -2629248 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2629656.500000 Penalty: 3233.792969
	Iteration 13Q: 3 clusters Score -2629656 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2629861.750000 Penalty: 3233.792969
	Iteration 14Q: 3 clusters Score -2629862 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2629953.000000 Penalty: 3233.792969
	Iteration 15Q: 3 clusters Score -2629953 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2629992.250000 Penalty: 3233.792969
	Iteration 16Q: 3 clusters Score -2629992 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2630026.000000 Penalty: 3233.792969
	Iteration 17Q: 3 clusters Score -2630026 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2630041.250000 Penalty: 3233.792969
	Iteration 18Q: 3 clusters Score -2630041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2630057.500000 Penalty: 3233.792969
	Iteration 19Q: 3 clusters Score -2630058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2630058.000000 Penalty: 3233.792969
	Iteration 20F: 3 clusters Score -2630058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2630057.500000 Penalty: 3233.792969
	Iteration 21Q: 3 clusters Score -2630058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2630066.250000 Penalty: 3233.792969
	Iteration 22Q: 3 clusters Score -2630066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2630070.750000 Penalty: 3233.792969
	Iteration 23Q: 3 clusters Score -2630071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2630072.250000 Penalty: 3233.792969
	Iteration 24Q: 3 clusters Score -2630072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2630073.750000 Penalty: 3233.792969
	Iteration 25Q: 3 clusters Score -2630074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2630074.750000 Penalty: 3233.792969
	Iteration 26Q: 3 clusters Score -2630075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2630075.500000 Penalty: 3233.792969
	Iteration 27Q: 3 clusters Score -2630076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2630079.500000 Penalty: 3233.792969
	Iteration 28Q: 3 clusters Score -2630080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2630076.750000 Penalty: 3233.792969
	Iteration 29Q: 3 clusters Score -2630077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2630079.500000 Penalty: 3233.792969
	Iteration 30Q: 3 clusters Score -2630080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2630081.000000 Penalty: 3233.792969
	Iteration 31Q: 3 clusters Score -2630081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2630080.500000 Penalty: 3233.792969
	Iteration 32Q: 3 clusters Score -2630080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2630077.750000 Penalty: 3233.792969
	Iteration 33Q: 3 clusters Score -2630078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2630086.750000 Penalty: 3233.792969
	Iteration 34Q: 3 clusters Score -2630087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2630085.250000 Penalty: 3233.792969
	Iteration 35Q: 3 clusters Score -2630085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2630083.250000 Penalty: 3233.792969
	Iteration 36Q: 3 clusters Score -2630083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2630085.000000 Penalty: 3233.792969
	Iteration 37Q: 3 clusters Score -2630085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2630081.750000 Penalty: 3233.792969
	Iteration 38Q: 3 clusters Score -2630082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2630083.750000 Penalty: 3233.792969
	Iteration 39Q: 3 clusters Score -2630084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2630087.250000 Penalty: 3233.792969
	Iteration 40F: 3 clusters Score -2630087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2630086.500000 Penalty: 3233.792969
	Iteration 41Q: 3 clusters Score -2630086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2630086.500000 Penalty: 3233.792969
	Iteration 42F: 3 clusters Score -2630086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Entering Unmasked Estep 
Score: -594893.375000 Penalty: 1374.230957
	Iteration 0F: 2 clusters Score -594893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -591098.625000 Penalty: 2748.461914
	Iteration 0F: 3 clusters Score -591098.6 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -592112.937500 Penalty: 2748.461914
	Iteration 1F: 3 clusters Score -592112.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -592282.187500 Penalty: 2748.461914
	Iteration 2F: 3 clusters Score -592282.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -592397.437500 Penalty: 2748.461914
	Iteration 3Q: 3 clusters Score -592397.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -592511.437500 Penalty: 2748.461914
	Iteration 4Q: 3 clusters Score -592511.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -592637.250000 Penalty: 2748.461914
	Iteration 5Q: 3 clusters Score -592637.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -592760.437500 Penalty: 2748.461914
	Iteration 6Q: 3 clusters Score -592760.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -592890.250000 Penalty: 2748.461914
	Iteration 7Q: 3 clusters Score -592890.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -593022.125000 Penalty: 2748.461914
	Iteration 8Q: 3 clusters Score -593022.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -593135.937500 Penalty: 2748.461914
	Iteration 9Q: 3 clusters Score -593135.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -593251.187500 Penalty: 2748.461914
	Iteration 10Q: 3 clusters Score -593251.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -593343.187500 Penalty: 2748.461914
	Iteration 11Q: 3 clusters Score -593343.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -593431.625000 Penalty: 2748.461914
	Iteration 12Q: 3 clusters Score -593431.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -593520.875000 Penalty: 2748.461914
	Iteration 13Q: 3 clusters Score -593520.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -593573.125000 Penalty: 2748.461914
	Iteration 14Q: 3 clusters Score -593573.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -593613.812500 Penalty: 2748.461914
	Iteration 15Q: 3 clusters Score -593613.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -593655.437500 Penalty: 2748.461914
	Iteration 16Q: 3 clusters Score -593655.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -593704.000000 Penalty: 2748.461914
	Iteration 17Q: 3 clusters Score -593704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -593734.750000 Penalty: 2748.461914
	Iteration 18Q: 3 clusters Score -593734.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -593758.500000 Penalty: 2748.461914
	Iteration 19Q: 3 clusters Score -593758.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -593774.437500 Penalty: 2748.461914
	Iteration 20F: 3 clusters Score -593774.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -593794.687500 Penalty: 2748.461914
	Iteration 21Q: 3 clusters Score -593794.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -593809.375000 Penalty: 2748.461914
	Iteration 22Q: 3 clusters Score -593809.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -593819.687500 Penalty: 2748.461914
	Iteration 23Q: 3 clusters Score -593819.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -593828.125000 Penalty: 2748.461914
	Iteration 24Q: 3 clusters Score -593828.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -593839.312500 Penalty: 2748.461914
	Iteration 25Q: 3 clusters Score -593839.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -593851.437500 Penalty: 2748.461914
	Iteration 26Q: 3 clusters Score -593851.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -593859.000000 Penalty: 2748.461914
	Iteration 27Q: 3 clusters Score -593859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -593864.437500 Penalty: 2748.461914
	Iteration 28Q: 3 clusters Score -593864.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -593867.312500 Penalty: 2748.461914
	Iteration 29Q: 3 clusters Score -593867.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -593868.937500 Penalty: 2748.461914
	Iteration 30Q: 3 clusters Score -593868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -593870.250000 Penalty: 2748.461914
	Iteration 31Q: 3 clusters Score -593870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -593870.250000 Penalty: 2748.461914
	Iteration 32Q: 3 clusters Score -593870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -593871.625000 Penalty: 2748.461914
	Iteration 33Q: 3 clusters Score -593871.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -593873.187500 Penalty: 2748.461914
	Iteration 34Q: 3 clusters Score -593873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -593873.562500 Penalty: 2748.461914
	Iteration 35Q: 3 clusters Score -593873.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -593873.500000 Penalty: 2748.461914
	Iteration 36Q: 3 clusters Score -593873.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -593873.500000 Penalty: 2748.461914
	Iteration 37F: 3 clusters Score -593873.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -47527.824219 Penalty: 998.778503
	Iteration 0F: 2 clusters Score -47527.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46612.089844 Penalty: 1997.557007
	Iteration 0F: 3 clusters Score -46612.09 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46769.371094 Penalty: 1997.557007
	Iteration 1F: 3 clusters Score -46769.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46875.570312 Penalty: 1997.557007
	Iteration 2F: 3 clusters Score -46875.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46957.949219 Penalty: 1997.557007
	Iteration 3F: 3 clusters Score -46957.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -47016.925781 Penalty: 1997.557007
	Iteration 4Q: 3 clusters Score -47016.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -47086.949219 Penalty: 1997.557007
	Iteration 5Q: 3 clusters Score -47086.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47158.871094 Penalty: 1997.557007
	Iteration 6Q: 3 clusters Score -47158.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -47174.570312 Penalty: 1997.557007
	Iteration 7Q: 3 clusters Score -47174.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -47200.730469 Penalty: 1997.557007
	Iteration 8Q: 3 clusters Score -47200.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47208.328125 Penalty: 1997.557007
	Iteration 9Q: 3 clusters Score -47208.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -47209.355469 Penalty: 1997.557007
	Iteration 10Q: 3 clusters Score -47209.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -47209.472656 Penalty: 1997.557007
	Iteration 11F: 3 clusters Score -47209.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47237.605469 Penalty: 1997.557007
	Iteration 12Q: 3 clusters Score -47237.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -47249.207031 Penalty: 1997.557007
	Iteration 13Q: 3 clusters Score -47249.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47260.070312 Penalty: 1997.557007
	Iteration 14Q: 3 clusters Score -47260.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47260.070312 Penalty: 1997.557007
	Iteration 15F: 3 clusters Score -47260.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Entering Unmasked Estep 
Score: -2412778.250000 Penalty: 1599.891724
	Iteration 0F: 2 clusters Score -2412778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2399911.750000 Penalty: 3199.783447
	Iteration 0F: 3 clusters Score -2399912 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2404500.000000 Penalty: 3199.783447
	Iteration 1F: 3 clusters Score -2404500 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2404821.500000 Penalty: 3199.783447
	Iteration 2F: 3 clusters Score -2404822 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2405178.750000 Penalty: 3199.783447
	Iteration 3Q: 3 clusters Score -2405179 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2405595.250000 Penalty: 3199.783447
	Iteration 4F: 3 clusters Score -2405595 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2406113.000000 Penalty: 3199.783447
	Iteration 5F: 3 clusters Score -2406113 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2406793.000000 Penalty: 3199.783447
	Iteration 6F: 3 clusters Score -2406793 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2407609.500000 Penalty: 3199.783447
	Iteration 7F: 3 clusters Score -2407610 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2408498.500000 Penalty: 3199.783447
	Iteration 8F: 3 clusters Score -2408498 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2409415.250000 Penalty: 3199.783447
	Iteration 9F: 3 clusters Score -2409415 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2410131.750000 Penalty: 3199.783447
	Iteration 10Q: 3 clusters Score -2410132 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2410705.250000 Penalty: 3199.783447
	Iteration 11Q: 3 clusters Score -2410705 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2411053.250000 Penalty: 3199.783447
	Iteration 12Q: 3 clusters Score -2411053 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2411236.250000 Penalty: 3199.783447
	Iteration 13Q: 3 clusters Score -2411236 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2411323.500000 Penalty: 3199.783447
	Iteration 14Q: 3 clusters Score -2411324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2411369.000000 Penalty: 3199.783447
	Iteration 15Q: 3 clusters Score -2411369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2411389.250000 Penalty: 3199.783447
	Iteration 16Q: 3 clusters Score -2411389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2411409.750000 Penalty: 3199.783447
	Iteration 17Q: 3 clusters Score -2411410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2411427.000000 Penalty: 3199.783447
	Iteration 18Q: 3 clusters Score -2411427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2411435.750000 Penalty: 3199.783447
	Iteration 19Q: 3 clusters Score -2411436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2411443.250000 Penalty: 3199.783447
	Iteration 20F: 3 clusters Score -2411443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2411453.000000 Penalty: 3199.783447
	Iteration 21Q: 3 clusters Score -2411453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2411465.250000 Penalty: 3199.783447
	Iteration 22Q: 3 clusters Score -2411465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2411470.750000 Penalty: 3199.783447
	Iteration 23Q: 3 clusters Score -2411471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2411486.000000 Penalty: 3199.783447
	Iteration 24Q: 3 clusters Score -2411486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2411492.250000 Penalty: 3199.783447
	Iteration 25Q: 3 clusters Score -2411492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2411496.000000 Penalty: 3199.783447
	Iteration 26Q: 3 clusters Score -2411496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2411499.500000 Penalty: 3199.783447
	Iteration 27Q: 3 clusters Score -2411500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2411499.500000 Penalty: 3199.783447
	Iteration 28F: 3 clusters Score -2411500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -169721.312500 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -169721.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -168017.109375 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -168017.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -168345.546875 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -168345.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -168449.906250 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -168449.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -168504.640625 Penalty: 2356.456543
	Iteration 3Q: 3 clusters Score -168504.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -168537.109375 Penalty: 2356.456543
	Iteration 4Q: 3 clusters Score -168537.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -168566.171875 Penalty: 2356.456543
	Iteration 5Q: 3 clusters Score -168566.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -168594.046875 Penalty: 2356.456543
	Iteration 6Q: 3 clusters Score -168594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -168613.328125 Penalty: 2356.456543
	Iteration 7Q: 3 clusters Score -168613.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -168634.468750 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -168634.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -168649.312500 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -168649.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -168661.343750 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -168661.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -168668.109375 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -168668.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -168677.140625 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -168677.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -168682.078125 Penalty: 2356.456543
	Iteration 13Q: 3 clusters Score -168682.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -168683.718750 Penalty: 2356.456543
	Iteration 14Q: 3 clusters Score -168683.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -168685.156250 Penalty: 2356.456543
	Iteration 15Q: 3 clusters Score -168685.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -168687.328125 Penalty: 2356.456543
	Iteration 16Q: 3 clusters Score -168687.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -168689.609375 Penalty: 2356.456543
	Iteration 17Q: 3 clusters Score -168689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -168693.156250 Penalty: 2356.456543
	Iteration 18Q: 3 clusters Score -168693.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -168697.906250 Penalty: 2356.456543
	Iteration 19Q: 3 clusters Score -168697.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -168700.250000 Penalty: 2356.456543
	Iteration 20F: 3 clusters Score -168700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -168701.890625 Penalty: 2356.456543
	Iteration 21Q: 3 clusters Score -168701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -168702.531250 Penalty: 2356.456543
	Iteration 22Q: 3 clusters Score -168702.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -168706.203125 Penalty: 2356.456543
	Iteration 23Q: 3 clusters Score -168706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -168709.265625 Penalty: 2356.456543
	Iteration 24Q: 3 clusters Score -168709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -168711.250000 Penalty: 2356.456543
	Iteration 25Q: 3 clusters Score -168711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -168714.906250 Penalty: 2356.456543
	Iteration 26Q: 3 clusters Score -168714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -168715.828125 Penalty: 2356.456543
	Iteration 27Q: 3 clusters Score -168715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -168718.218750 Penalty: 2356.456543
	Iteration 28Q: 3 clusters Score -168718.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -168719.750000 Penalty: 2356.456543
	Iteration 29Q: 3 clusters Score -168719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -168721.750000 Penalty: 2356.456543
	Iteration 30Q: 3 clusters Score -168721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -168722.953125 Penalty: 2356.456543
	Iteration 31Q: 3 clusters Score -168723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -168722.953125 Penalty: 2356.456543
	Iteration 32F: 3 clusters Score -168723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -3616828.250000 Penalty: 1667.080444
	Iteration 0F: 2 clusters Score -3616828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3597552.500000 Penalty: 3334.160889
	Iteration 0F: 3 clusters Score -3597552 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3604763.500000 Penalty: 3334.160889
	Iteration 1F: 3 clusters Score -3604764 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3605106.750000 Penalty: 3334.160889
	Iteration 2Q: 3 clusters Score -3605107 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3605474.000000 Penalty: 3334.160889
	Iteration 3Q: 3 clusters Score -3605474 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3605829.250000 Penalty: 3334.160889
	Iteration 4Q: 3 clusters Score -3605829 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -3606207.750000 Penalty: 3334.160889
	Iteration 5Q: 3 clusters Score -3606208 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3606517.250000 Penalty: 3334.160889
	Iteration 6Q: 3 clusters Score -3606517 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3606870.000000 Penalty: 3334.160889
	Iteration 7Q: 3 clusters Score -3606870 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3607177.250000 Penalty: 3334.160889
	Iteration 8Q: 3 clusters Score -3607177 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3607465.750000 Penalty: 3334.160889
	Iteration 9Q: 3 clusters Score -3607466 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3607753.000000 Penalty: 3334.160889
	Iteration 10Q: 3 clusters Score -3607753 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3608047.500000 Penalty: 3334.160889
	Iteration 11Q: 3 clusters Score -3608048 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3608372.750000 Penalty: 3334.160889
	Iteration 12Q: 3 clusters Score -3608373 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -3608689.750000 Penalty: 3334.160889
	Iteration 13Q: 3 clusters Score -3608690 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -3609122.000000 Penalty: 3334.160889
	Iteration 14Q: 3 clusters Score -3609122 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3609657.250000 Penalty: 3334.160889
	Iteration 15Q: 3 clusters Score -3609657 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3610203.500000 Penalty: 3334.160889
	Iteration 16Q: 3 clusters Score -3610204 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3610579.250000 Penalty: 3334.160889
	Iteration 17Q: 3 clusters Score -3610579 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3610825.250000 Penalty: 3334.160889
	Iteration 18Q: 3 clusters Score -3610825 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -3610959.250000 Penalty: 3334.160889
	Iteration 19Q: 3 clusters Score -3610959 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -3611033.250000 Penalty: 3334.160889
	Iteration 20F: 3 clusters Score -3611033 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3611082.000000 Penalty: 3334.160889
	Iteration 21Q: 3 clusters Score -3611082 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -3611135.000000 Penalty: 3334.160889
	Iteration 22Q: 3 clusters Score -3611135 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -3611179.250000 Penalty: 3334.160889
	Iteration 23Q: 3 clusters Score -3611179 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3611233.250000 Penalty: 3334.160889
	Iteration 24Q: 3 clusters Score -3611233 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3611299.500000 Penalty: 3334.160889
	Iteration 25Q: 3 clusters Score -3611300 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3611343.500000 Penalty: 3334.160889
	Iteration 26Q: 3 clusters Score -3611344 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3611422.500000 Penalty: 3334.160889
	Iteration 27Q: 3 clusters Score -3611422 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3611516.750000 Penalty: 3334.160889
	Iteration 28Q: 3 clusters Score -3611517 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3611605.750000 Penalty: 3334.160889
	Iteration 29Q: 3 clusters Score -3611606 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3611681.500000 Penalty: 3334.160889
	Iteration 30Q: 3 clusters Score -3611682 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3611778.500000 Penalty: 3334.160889
	Iteration 31Q: 3 clusters Score -3611778 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3611890.000000 Penalty: 3334.160889
	Iteration 32Q: 3 clusters Score -3611890 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -3612021.750000 Penalty: 3334.160889
	Iteration 33Q: 3 clusters Score -3612022 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -3612155.500000 Penalty: 3334.160889
	Iteration 34Q: 3 clusters Score -3612156 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -3612305.000000 Penalty: 3334.160889
	Iteration 35Q: 3 clusters Score -3612305 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -3612472.750000 Penalty: 3334.160889
	Iteration 36Q: 3 clusters Score -3612473 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -3612650.750000 Penalty: 3334.160889
	Iteration 37Q: 3 clusters Score -3612651 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3612853.500000 Penalty: 3334.160889
	Iteration 38Q: 3 clusters Score -3612854 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3613059.500000 Penalty: 3334.160889
	Iteration 39Q: 3 clusters Score -3613060 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3613272.000000 Penalty: 3334.160889
	Iteration 40F: 3 clusters Score -3613272 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -3613492.750000 Penalty: 3334.160889
	Iteration 41Q: 3 clusters Score -3613493 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3613705.500000 Penalty: 3334.160889
	Iteration 42Q: 3 clusters Score -3613706 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3613908.000000 Penalty: 3334.160889
	Iteration 43Q: 3 clusters Score -3613908 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -3614155.000000 Penalty: 3334.160889
	Iteration 44Q: 3 clusters Score -3614155 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3614379.000000 Penalty: 3334.160889
	Iteration 45Q: 3 clusters Score -3614379 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3614564.500000 Penalty: 3334.160889
	Iteration 46Q: 3 clusters Score -3614564 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3614748.750000 Penalty: 3334.160889
	Iteration 47Q: 3 clusters Score -3614749 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -3614889.250000 Penalty: 3334.160889
	Iteration 48Q: 3 clusters Score -3614889 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -3615012.500000 Penalty: 3334.160889
	Iteration 49Q: 3 clusters Score -3615012 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -3615101.250000 Penalty: 3334.160889
	Iteration 50Q: 3 clusters Score -3615101 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3615187.000000 Penalty: 3334.160889
	Iteration 51Q: 3 clusters Score -3615187 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3615250.500000 Penalty: 3334.160889
	Iteration 52Q: 3 clusters Score -3615250 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -3615292.000000 Penalty: 3334.160889
	Iteration 53Q: 3 clusters Score -3615292 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3615331.000000 Penalty: 3334.160889
	Iteration 54Q: 3 clusters Score -3615331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -3615352.000000 Penalty: 3334.160889
	Iteration 55Q: 3 clusters Score -3615352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -3615369.750000 Penalty: 3334.160889
	Iteration 56Q: 3 clusters Score -3615370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3615379.250000 Penalty: 3334.160889
	Iteration 57Q: 3 clusters Score -3615379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -3615392.000000 Penalty: 3334.160889
	Iteration 58Q: 3 clusters Score -3615392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3615402.750000 Penalty: 3334.160889
	Iteration 59Q: 3 clusters Score -3615403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3615405.500000 Penalty: 3334.160889
	Iteration 60F: 3 clusters Score -3615406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -3615410.750000 Penalty: 3334.160889
	Iteration 61Q: 3 clusters Score -3615411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -3615420.500000 Penalty: 3334.160889
	Iteration 62Q: 3 clusters Score -3615420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -3615419.750000 Penalty: 3334.160889
	Iteration 63Q: 3 clusters Score -3615420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -3615421.500000 Penalty: 3334.160889
	Iteration 64Q: 3 clusters Score -3615422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -3615426.500000 Penalty: 3334.160889
	Iteration 65Q: 3 clusters Score -3615426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -3615434.250000 Penalty: 3334.160889
	Iteration 66Q: 3 clusters Score -3615434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3615436.500000 Penalty: 3334.160889
	Iteration 67Q: 3 clusters Score -3615436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -3615437.250000 Penalty: 3334.160889
	Iteration 68Q: 3 clusters Score -3615437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -3615439.250000 Penalty: 3334.160889
	Iteration 69Q: 3 clusters Score -3615439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3615438.250000 Penalty: 3334.160889
	Iteration 70Q: 3 clusters Score -3615438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3615440.500000 Penalty: 3334.160889
	Iteration 71Q: 3 clusters Score -3615440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3615440.500000 Penalty: 3334.160889
	Iteration 72F: 3 clusters Score -3615440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86947 members 
Entering Unmasked Estep 
Score: -11124720.000000 Penalty: 1848.121338
	Iteration 0F: 2 clusters Score -1.112472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -11067547.000000 Penalty: 3696.242676
	Iteration 0F: 3 clusters Score -1.106755e+07 nChanged 41443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -11091252.000000 Penalty: 3696.242676
	Iteration 1F: 3 clusters Score -1.109125e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -11091741.000000 Penalty: 3696.242676
	Iteration 2Q: 3 clusters Score -1.109174e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -11092290.000000 Penalty: 3696.242676
	Iteration 3Q: 3 clusters Score -1.109229e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -11093008.000000 Penalty: 3696.242676
	Iteration 4Q: 3 clusters Score -1.109301e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -11093972.000000 Penalty: 3696.242676
	Iteration 5Q: 3 clusters Score -1.109397e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -11095498.000000 Penalty: 3696.242676
	Iteration 6Q: 3 clusters Score -1.10955e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -11097936.000000 Penalty: 3696.242676
	Iteration 7F: 3 clusters Score -1.109794e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -11101303.000000 Penalty: 3696.242676
	Iteration 8F: 3 clusters Score -1.11013e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -11105514.000000 Penalty: 3696.242676
	Iteration 9F: 3 clusters Score -1.110551e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -11109745.000000 Penalty: 3696.242676
	Iteration 10F: 3 clusters Score -1.110974e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -11113388.000000 Penalty: 3696.242676
	Iteration 11F: 3 clusters Score -1.111339e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -11116035.000000 Penalty: 3696.242676
	Iteration 12Q: 3 clusters Score -1.111604e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -11118051.000000 Penalty: 3696.242676
	Iteration 13Q: 3 clusters Score -1.111805e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -11119604.000000 Penalty: 3696.242676
	Iteration 14Q: 3 clusters Score -1.11196e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -11120869.000000 Penalty: 3696.242676
	Iteration 15Q: 3 clusters Score -1.112087e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85097 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -11121838.000000 Penalty: 3696.242676
	Iteration 16Q: 3 clusters Score -1.112184e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85935 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11122453.000000 Penalty: 3696.242676
	Iteration 17Q: 3 clusters Score -1.112245e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86361 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11122792.000000 Penalty: 3696.242676
	Iteration 18Q: 3 clusters Score -1.112279e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11122915.000000 Penalty: 3696.242676
	Iteration 19Q: 3 clusters Score -1.112292e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86615 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -11122975.000000 Penalty: 3696.242676
	Iteration 20F: 3 clusters Score -1.112298e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86650 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -11123014.000000 Penalty: 3696.242676
	Iteration 21Q: 3 clusters Score -1.112301e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11123018.000000 Penalty: 3696.242676
	Iteration 22Q: 3 clusters Score -1.112302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86686 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11123043.000000 Penalty: 3696.242676
	Iteration 23Q: 3 clusters Score -1.112304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86696 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11123059.000000 Penalty: 3696.242676
	Iteration 24Q: 3 clusters Score -1.112306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86706 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11123073.000000 Penalty: 3696.242676
	Iteration 25Q: 3 clusters Score -1.112307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86712 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11123088.000000 Penalty: 3696.242676
	Iteration 26Q: 3 clusters Score -1.112309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86715 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11123095.000000 Penalty: 3696.242676
	Iteration 27Q: 3 clusters Score -1.11231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11123100.000000 Penalty: 3696.242676
	Iteration 28Q: 3 clusters Score -1.11231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11123097.000000 Penalty: 3696.242676
	Iteration 29Q: 3 clusters Score -1.11231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11123095.000000 Penalty: 3696.242676
	Iteration 30Q: 3 clusters Score -1.11231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -11123101.000000 Penalty: 3696.242676
	Iteration 31Q: 3 clusters Score -1.11231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86733 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11123098.000000 Penalty: 3696.242676
	Iteration 32Q: 3 clusters Score -1.11231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11123102.000000 Penalty: 3696.242676
	Iteration 33Q: 3 clusters Score -1.11231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11123102.000000 Penalty: 3696.242676
	Iteration 34F: 3 clusters Score -1.11231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -29349.654297 Penalty: 972.389648
	Iteration 0F: 2 clusters Score -29349.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28633.085938 Penalty: 1944.779297
	Iteration 0F: 3 clusters Score -28633.09 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29326.013672 Penalty: 1944.779297
	Iteration 1F: 3 clusters Score -29326.01 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29630.259766 Penalty: 1944.779297
	Iteration 2F: 3 clusters Score -29630.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29903.066406 Penalty: 1944.779297
	Iteration 3Q: 3 clusters Score -29903.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30157.576172 Penalty: 1944.779297
	Iteration 4Q: 3 clusters Score -30157.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -30253.791016 Penalty: 1944.779297
	Iteration 5Q: 3 clusters Score -30253.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30382.652344 Penalty: 1944.779297
	Iteration 6Q: 3 clusters Score -30382.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30401.550781 Penalty: 1944.779297
	Iteration 7Q: 3 clusters Score -30401.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30407.746094 Penalty: 1944.779297
	Iteration 8Q: 3 clusters Score -30407.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30418.796875 Penalty: 1944.779297
	Iteration 9F: 3 clusters Score -30418.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30449.890625 Penalty: 1944.779297
	Iteration 10Q: 3 clusters Score -30449.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30473.476562 Penalty: 1944.779297
	Iteration 11Q: 3 clusters Score -30473.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30486.742188 Penalty: 1944.779297
	Iteration 12Q: 3 clusters Score -30486.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30491.265625 Penalty: 1944.779297
	Iteration 13Q: 3 clusters Score -30491.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30499.791016 Penalty: 1944.779297
	Iteration 14Q: 3 clusters Score -30499.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30505.888672 Penalty: 1944.779297
	Iteration 15Q: 3 clusters Score -30505.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30505.888672 Penalty: 1944.779297
	Iteration 16F: 3 clusters Score -30505.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18873 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 28537 members 
Mstep: Class 7 contains 86947 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 11853 members 
Mstep: Class 10 contains 53941 members 
Mstep: Class 11 contains 139753 members 
Mstep: Class 12 contains 38025 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 6207 members 
Mstep: Class 15 contains 10288 members 
Mstep: Class 16 contains 27531 members 
Mstep: Class 17 contains 6488 members 
Mstep: Class 18 contains 7774 members 
Mstep: Class 19 contains 14830 members 
Mstep: Class 20 contains 130881 members 
Mstep: Class 21 contains 6066 members 
Mstep: Class 22 contains 55389 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 36813 members 
Mstep: Class 28 contains 5367 members 
Mstep: Class 29 contains 121636 members 
Mstep: Class 30 contains 6352 members 
Mstep: Class 31 contains 17236 members 
Mstep: Class 32 contains 9859 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 223 members 
Entering Unmasked Estep 
Score: -108939000.000000 Penalty: 75654.937500
Splitting cluster 8 changes total score from -108939224.000000 to -108939000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (11853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Entering Unmasked Estep 
Score: -1379486.125000 Penalty: 1524.304688
	Iteration 0F: 2 clusters Score -1379486 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 5845 members 
Entering Unmasked Estep 
Score: -1371176.750000 Penalty: 3048.609375
	Iteration 0F: 3 clusters Score -1371177 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1374381.000000 Penalty: 3048.609375
	Iteration 1F: 3 clusters Score -1374381 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1375086.375000 Penalty: 3048.609375
	Iteration 2F: 3 clusters Score -1375086 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1375727.500000 Penalty: 3048.609375
	Iteration 3F: 3 clusters Score -1375728 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1376244.125000 Penalty: 3048.609375
	Iteration 4F: 3 clusters Score -1376244 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1376681.250000 Penalty: 3048.609375
	Iteration 5F: 3 clusters Score -1376681 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1377046.750000 Penalty: 3048.609375
	Iteration 6F: 3 clusters Score -1377047 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1377339.375000 Penalty: 3048.609375
	Iteration 7Q: 3 clusters Score -1377339 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1377564.875000 Penalty: 3048.609375
	Iteration 8Q: 3 clusters Score -1377565 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1377696.500000 Penalty: 3048.609375
	Iteration 9Q: 3 clusters Score -1377696 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1377787.875000 Penalty: 3048.609375
	Iteration 10Q: 3 clusters Score -1377788 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1377855.625000 Penalty: 3048.609375
	Iteration 11Q: 3 clusters Score -1377856 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1377902.500000 Penalty: 3048.609375
	Iteration 12Q: 3 clusters Score -1377902 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1377958.250000 Penalty: 3048.609375
	Iteration 13Q: 3 clusters Score -1377958 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1378005.125000 Penalty: 3048.609375
	Iteration 14Q: 3 clusters Score -1378005 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1378049.375000 Penalty: 3048.609375
	Iteration 15Q: 3 clusters Score -1378049 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1378086.375000 Penalty: 3048.609375
	Iteration 16Q: 3 clusters Score -1378086 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1378133.125000 Penalty: 3048.609375
	Iteration 17Q: 3 clusters Score -1378133 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1378181.500000 Penalty: 3048.609375
	Iteration 18Q: 3 clusters Score -1378182 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1378227.875000 Penalty: 3048.609375
	Iteration 19Q: 3 clusters Score -1378228 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1378269.750000 Penalty: 3048.609375
	Iteration 20F: 3 clusters Score -1378270 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1378318.875000 Penalty: 3048.609375
	Iteration 21Q: 3 clusters Score -1378319 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1378366.250000 Penalty: 3048.609375
	Iteration 22Q: 3 clusters Score -1378366 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1378406.500000 Penalty: 3048.609375
	Iteration 23Q: 3 clusters Score -1378406 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1378450.000000 Penalty: 3048.609375
	Iteration 24Q: 3 clusters Score -1378450 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1378483.250000 Penalty: 3048.609375
	Iteration 25Q: 3 clusters Score -1378483 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1378511.125000 Penalty: 3048.609375
	Iteration 26Q: 3 clusters Score -1378511 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1378528.375000 Penalty: 3048.609375
	Iteration 27Q: 3 clusters Score -1378528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1378545.000000 Penalty: 3048.609375
	Iteration 28Q: 3 clusters Score -1378545 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1378556.875000 Penalty: 3048.609375
	Iteration 29Q: 3 clusters Score -1378557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1378576.000000 Penalty: 3048.609375
	Iteration 30Q: 3 clusters Score -1378576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1378585.250000 Penalty: 3048.609375
	Iteration 31Q: 3 clusters Score -1378585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1378596.375000 Penalty: 3048.609375
	Iteration 32Q: 3 clusters Score -1378596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1378607.875000 Penalty: 3048.609375
	Iteration 33Q: 3 clusters Score -1378608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1378622.375000 Penalty: 3048.609375
	Iteration 34Q: 3 clusters Score -1378622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1378643.625000 Penalty: 3048.609375
	Iteration 35Q: 3 clusters Score -1378644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1378679.375000 Penalty: 3048.609375
	Iteration 36Q: 3 clusters Score -1378679 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1378720.000000 Penalty: 3048.609375
	Iteration 37Q: 3 clusters Score -1378720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1378758.500000 Penalty: 3048.609375
	Iteration 38Q: 3 clusters Score -1378758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1378797.750000 Penalty: 3048.609375
	Iteration 39Q: 3 clusters Score -1378798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1378828.000000 Penalty: 3048.609375
	Iteration 40F: 3 clusters Score -1378828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1378845.500000 Penalty: 3048.609375
	Iteration 41Q: 3 clusters Score -1378846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1378863.375000 Penalty: 3048.609375
	Iteration 42Q: 3 clusters Score -1378863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1378872.125000 Penalty: 3048.609375
	Iteration 43Q: 3 clusters Score -1378872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1378881.750000 Penalty: 3048.609375
	Iteration 44Q: 3 clusters Score -1378882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1378891.375000 Penalty: 3048.609375
	Iteration 45Q: 3 clusters Score -1378891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1378893.250000 Penalty: 3048.609375
	Iteration 46Q: 3 clusters Score -1378893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1378898.875000 Penalty: 3048.609375
	Iteration 47Q: 3 clusters Score -1378899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1378907.500000 Penalty: 3048.609375
	Iteration 48Q: 3 clusters Score -1378908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1378911.250000 Penalty: 3048.609375
	Iteration 49Q: 3 clusters Score -1378911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1378913.125000 Penalty: 3048.609375
	Iteration 50Q: 3 clusters Score -1378913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1378910.875000 Penalty: 3048.609375
	Iteration 51Q: 3 clusters Score -1378911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1378913.875000 Penalty: 3048.609375
	Iteration 52Q: 3 clusters Score -1378914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1378913.125000 Penalty: 3048.609375
	Iteration 53Q: 3 clusters Score -1378913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1378916.000000 Penalty: 3048.609375
	Iteration 54Q: 3 clusters Score -1378916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1378919.125000 Penalty: 3048.609375
	Iteration 55Q: 3 clusters Score -1378919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1378919.500000 Penalty: 3048.609375
	Iteration 56Q: 3 clusters Score -1378920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1378919.500000 Penalty: 3048.609375
	Iteration 57F: 3 clusters Score -1378920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Entering Unmasked Estep 
Score: -6397603.000000 Penalty: 1770.542480
	Iteration 0F: 2 clusters Score -6397603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -6361564.000000 Penalty: 3541.084961
	Iteration 0F: 3 clusters Score -6361564 nChanged 25353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -6376291.500000 Penalty: 3541.084961
	Iteration 1F: 3 clusters Score -6376292 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -6377291.500000 Penalty: 3541.084961
	Iteration 2Q: 3 clusters Score -6377292 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -6378528.500000 Penalty: 3541.084961
	Iteration 3F: 3 clusters Score -6378528 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -6380088.500000 Penalty: 3541.084961
	Iteration 4F: 3 clusters Score -6380088 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -6381806.500000 Penalty: 3541.084961
	Iteration 5F: 3 clusters Score -6381806 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -6383554.500000 Penalty: 3541.084961
	Iteration 6F: 3 clusters Score -6383554 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -6385194.500000 Penalty: 3541.084961
	Iteration 7F: 3 clusters Score -6385194 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -6386734.500000 Penalty: 3541.084961
	Iteration 8F: 3 clusters Score -6386734 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -6388338.000000 Penalty: 3541.084961
	Iteration 9Q: 3 clusters Score -6388338 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -6389811.500000 Penalty: 3541.084961
	Iteration 10Q: 3 clusters Score -6389812 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -6391298.500000 Penalty: 3541.084961
	Iteration 11Q: 3 clusters Score -6391298 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -6392540.500000 Penalty: 3541.084961
	Iteration 12Q: 3 clusters Score -6392540 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -6393668.500000 Penalty: 3541.084961
	Iteration 13Q: 3 clusters Score -6393668 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -6394637.500000 Penalty: 3541.084961
	Iteration 14Q: 3 clusters Score -6394638 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -6395401.500000 Penalty: 3541.084961
	Iteration 15Q: 3 clusters Score -6395402 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -6395943.000000 Penalty: 3541.084961
	Iteration 16Q: 3 clusters Score -6395943 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -6396222.000000 Penalty: 3541.084961
	Iteration 17Q: 3 clusters Score -6396222 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -6396382.500000 Penalty: 3541.084961
	Iteration 18Q: 3 clusters Score -6396382 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -6396524.000000 Penalty: 3541.084961
	Iteration 19Q: 3 clusters Score -6396524 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -6396609.000000 Penalty: 3541.084961
	Iteration 20F: 3 clusters Score -6396609 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -6396673.500000 Penalty: 3541.084961
	Iteration 21Q: 3 clusters Score -6396674 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -6396732.500000 Penalty: 3541.084961
	Iteration 22Q: 3 clusters Score -6396732 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -6396762.500000 Penalty: 3541.084961
	Iteration 23Q: 3 clusters Score -6396762 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6396779.000000 Penalty: 3541.084961
	Iteration 24Q: 3 clusters Score -6396779 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6396817.000000 Penalty: 3541.084961
	Iteration 25Q: 3 clusters Score -6396817 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6396817.000000 Penalty: 3541.084961
	Iteration 26Q: 3 clusters Score -6396817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6396839.000000 Penalty: 3541.084961
	Iteration 27Q: 3 clusters Score -6396839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -6396862.000000 Penalty: 3541.084961
	Iteration 28Q: 3 clusters Score -6396862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6396882.000000 Penalty: 3541.084961
	Iteration 29Q: 3 clusters Score -6396882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6396897.500000 Penalty: 3541.084961
	Iteration 30Q: 3 clusters Score -6396898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6396909.500000 Penalty: 3541.084961
	Iteration 31Q: 3 clusters Score -6396910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6396919.500000 Penalty: 3541.084961
	Iteration 32Q: 3 clusters Score -6396920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6396944.500000 Penalty: 3541.084961
	Iteration 33Q: 3 clusters Score -6396944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6396954.000000 Penalty: 3541.084961
	Iteration 34Q: 3 clusters Score -6396954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6396966.000000 Penalty: 3541.084961
	Iteration 35Q: 3 clusters Score -6396966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6396982.000000 Penalty: 3541.084961
	Iteration 36Q: 3 clusters Score -6396982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6396984.000000 Penalty: 3541.084961
	Iteration 37Q: 3 clusters Score -6396984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6396991.500000 Penalty: 3541.084961
	Iteration 38Q: 3 clusters Score -6396992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6397017.000000 Penalty: 3541.084961
	Iteration 39Q: 3 clusters Score -6397017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -6397016.500000 Penalty: 3541.084961
	Iteration 40F: 3 clusters Score -6397016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6397022.500000 Penalty: 3541.084961
	Iteration 41Q: 3 clusters Score -6397022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6397027.000000 Penalty: 3541.084961
	Iteration 42Q: 3 clusters Score -6397027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6397033.500000 Penalty: 3541.084961
	Iteration 43Q: 3 clusters Score -6397034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6397031.000000 Penalty: 3541.084961
	Iteration 44Q: 3 clusters Score -6397031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6397029.500000 Penalty: 3541.084961
	Iteration 45Q: 3 clusters Score -6397030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6397022.500000 Penalty: 3541.084961
	Iteration 46Q: 3 clusters Score -6397022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6397019.500000 Penalty: 3541.084961
	Iteration 47Q: 3 clusters Score -6397020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6397025.500000 Penalty: 3541.084961
	Iteration 48Q: 3 clusters Score -6397026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6397017.500000 Penalty: 3541.084961
	Iteration 49Q: 3 clusters Score -6397018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6397019.500000 Penalty: 3541.084961
	Iteration 50Q: 3 clusters Score -6397020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6397022.500000 Penalty: 3541.084961
	Iteration 51Q: 3 clusters Score -6397022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6397022.500000 Penalty: 3541.084961
	Iteration 52F: 3 clusters Score -6397022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (139753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139753 members 
Entering Unmasked Estep 
Score: -17738806.000000 Penalty: 1925.240112
	Iteration 0F: 2 clusters Score -1.773881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70053 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -17656870.000000 Penalty: 3850.480225
	Iteration 0F: 3 clusters Score -1.765687e+07 nChanged 67448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71475 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -17696322.000000 Penalty: 3850.480225
	Iteration 1F: 3 clusters Score -1.769632e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72099 members 
Mstep: Class 2 contains 67654 members 
Entering Unmasked Estep 
Score: -17697192.000000 Penalty: 3850.480225
	Iteration 2Q: 3 clusters Score -1.769719e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -17698770.000000 Penalty: 3850.480225
	Iteration 3Q: 3 clusters Score -1.769877e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74382 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -17700366.000000 Penalty: 3850.480225
	Iteration 4Q: 3 clusters Score -1.770037e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76217 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -17702556.000000 Penalty: 3850.480225
	Iteration 5Q: 3 clusters Score -1.770256e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78777 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
Score: -17705594.000000 Penalty: 3850.480225
	Iteration 6Q: 3 clusters Score -1.770559e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -17709400.000000 Penalty: 3850.480225
	Iteration 7Q: 3 clusters Score -1.77094e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86364 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -17713570.000000 Penalty: 3850.480225
	Iteration 8F: 3 clusters Score -1.771357e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91101 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -17718092.000000 Penalty: 3850.480225
	Iteration 9F: 3 clusters Score -1.771809e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -17722004.000000 Penalty: 3850.480225
	Iteration 10F: 3 clusters Score -1.7722e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -17725338.000000 Penalty: 3850.480225
	Iteration 11Q: 3 clusters Score -1.772534e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -17728196.000000 Penalty: 3850.480225
	Iteration 12Q: 3 clusters Score -1.77282e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108040 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -17730534.000000 Penalty: 3850.480225
	Iteration 13Q: 3 clusters Score -1.773053e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111320 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -17732738.000000 Penalty: 3850.480225
	Iteration 14Q: 3 clusters Score -1.773274e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114352 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -17734368.000000 Penalty: 3850.480225
	Iteration 15Q: 3 clusters Score -1.773437e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117238 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -17735532.000000 Penalty: 3850.480225
	Iteration 16Q: 3 clusters Score -1.773553e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119884 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -17736082.000000 Penalty: 3850.480225
	Iteration 17Q: 3 clusters Score -1.773608e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122447 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -17736430.000000 Penalty: 3850.480225
	Iteration 18Q: 3 clusters Score -1.773643e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124742 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -17736670.000000 Penalty: 3850.480225
	Iteration 19Q: 3 clusters Score -1.773667e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126724 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -17736988.000000 Penalty: 3850.480225
	Iteration 20F: 3 clusters Score -1.773699e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128399 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -17737336.000000 Penalty: 3850.480225
	Iteration 21Q: 3 clusters Score -1.773734e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129861 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -17737630.000000 Penalty: 3850.480225
	Iteration 22Q: 3 clusters Score -1.773763e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131169 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -17737752.000000 Penalty: 3850.480225
	Iteration 23Q: 3 clusters Score -1.773775e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132279 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -17737730.000000 Penalty: 3850.480225
	Iteration 24Q: 3 clusters Score -1.773773e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133282 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -17737748.000000 Penalty: 3850.480225
	Iteration 25Q: 3 clusters Score -1.773775e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134118 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -17737718.000000 Penalty: 3850.480225
	Iteration 26Q: 3 clusters Score -1.773772e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134813 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -17737782.000000 Penalty: 3850.480225
	Iteration 27Q: 3 clusters Score -1.773778e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135405 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -17737726.000000 Penalty: 3850.480225
	Iteration 28Q: 3 clusters Score -1.773773e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135919 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -17737770.000000 Penalty: 3850.480225
	Iteration 29Q: 3 clusters Score -1.773777e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136362 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -17737746.000000 Penalty: 3850.480225
	Iteration 30Q: 3 clusters Score -1.773775e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136735 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -17737800.000000 Penalty: 3850.480225
	Iteration 31Q: 3 clusters Score -1.77378e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137037 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -17737834.000000 Penalty: 3850.480225
	Iteration 32Q: 3 clusters Score -1.773783e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137297 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -17737900.000000 Penalty: 3850.480225
	Iteration 33Q: 3 clusters Score -1.77379e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137500 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -17737978.000000 Penalty: 3850.480225
	Iteration 34Q: 3 clusters Score -1.773798e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137665 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -17737986.000000 Penalty: 3850.480225
	Iteration 35Q: 3 clusters Score -1.773799e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137794 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -17738010.000000 Penalty: 3850.480225
	Iteration 36Q: 3 clusters Score -1.773801e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137889 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -17737962.000000 Penalty: 3850.480225
	Iteration 37Q: 3 clusters Score -1.773796e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137972 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -17737990.000000 Penalty: 3850.480225
	Iteration 38Q: 3 clusters Score -1.773799e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138031 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -17737958.000000 Penalty: 3850.480225
	Iteration 39Q: 3 clusters Score -1.773796e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138070 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -17737972.000000 Penalty: 3850.480225
	Iteration 40F: 3 clusters Score -1.773797e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138105 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -17737986.000000 Penalty: 3850.480225
	Iteration 41Q: 3 clusters Score -1.773799e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138140 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -17737986.000000 Penalty: 3850.480225
	Iteration 42Q: 3 clusters Score -1.773799e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138170 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -17737972.000000 Penalty: 3850.480225
	Iteration 43Q: 3 clusters Score -1.773797e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138190 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -17737982.000000 Penalty: 3850.480225
	Iteration 44Q: 3 clusters Score -1.773798e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138216 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -17737966.000000 Penalty: 3850.480225
	Iteration 45Q: 3 clusters Score -1.773797e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138244 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -17737958.000000 Penalty: 3850.480225
	Iteration 46Q: 3 clusters Score -1.773796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138266 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -17737948.000000 Penalty: 3850.480225
	Iteration 47Q: 3 clusters Score -1.773795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138283 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -17737956.000000 Penalty: 3850.480225
	Iteration 48Q: 3 clusters Score -1.773796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138294 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -17737958.000000 Penalty: 3850.480225
	Iteration 49Q: 3 clusters Score -1.773796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138312 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -17737970.000000 Penalty: 3850.480225
	Iteration 50Q: 3 clusters Score -1.773797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138328 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -17737962.000000 Penalty: 3850.480225
	Iteration 51Q: 3 clusters Score -1.773796e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138343 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -17737982.000000 Penalty: 3850.480225
	Iteration 52Q: 3 clusters Score -1.773798e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138368 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -17737978.000000 Penalty: 3850.480225
	Iteration 53Q: 3 clusters Score -1.773798e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138391 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -17737950.000000 Penalty: 3850.480225
	Iteration 54Q: 3 clusters Score -1.773795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138414 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -17737972.000000 Penalty: 3850.480225
	Iteration 55Q: 3 clusters Score -1.773797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138424 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -17737982.000000 Penalty: 3850.480225
	Iteration 56Q: 3 clusters Score -1.773798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138428 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -17737980.000000 Penalty: 3850.480225
	Iteration 57Q: 3 clusters Score -1.773798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138429 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -17737972.000000 Penalty: 3850.480225
	Iteration 58Q: 3 clusters Score -1.773797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138429 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -17737968.000000 Penalty: 3850.480225
	Iteration 59Q: 3 clusters Score -1.773797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138430 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -17737972.000000 Penalty: 3850.480225
	Iteration 60F: 3 clusters Score -1.773797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138431 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -17737978.000000 Penalty: 3850.480225
	Iteration 61Q: 3 clusters Score -1.773798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138431 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -17737978.000000 Penalty: 3850.480225
	Iteration 62F: 3 clusters Score -1.773798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Entering Unmasked Estep 
Score: -4555444.500000 Penalty: 1713.724976
	Iteration 0F: 2 clusters Score -4555444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -4529961.500000 Penalty: 3427.449951
	Iteration 0F: 3 clusters Score -4529962 nChanged 17620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4540316.000000 Penalty: 3427.449951
	Iteration 1F: 3 clusters Score -4540316 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -4541165.000000 Penalty: 3427.449951
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4544258 nChanged 2018
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Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4546424 nChanged 1843
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4550172 nChanged 435
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Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4550420 nChanged 259
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Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4550506 nChanged 229
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Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4550543 nChanged 201
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Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4550611 nChanged 149
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Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4550658 nChanged 114
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Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4550658 nChanged 114
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Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4550667 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4550676 nChanged 93
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Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4550672 nChanged 76
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Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4550728 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19420 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19431 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4550728 nChanged 58
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Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4550736 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4550730 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4550736 nChanged 57
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Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4550734 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4550740 nChanged 59
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Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4550733 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4550739 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4550742 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4550736 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4550742 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4550756 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4550762 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4550760 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19889 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4550753 nChanged 63
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4550769 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4550771 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20019 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4550772 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20057 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4550770 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4550782 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4550766 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20139 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4550790 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4550798 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4550794 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4550800 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20310 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4550814 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4550821 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4550834 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4550838 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4550850 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4550866 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4550877 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20667 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20711 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4550864 nChanged 57
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Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4550858 nChanged 71
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Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4550862 nChanged 73
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Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20941 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21286 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21475 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21726 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21874 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 15304 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
Score: -4551291.500000 Penalty: 3427.449951
	Iteration 95Q: 3 clusters Score -4551292 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -4551319.000000 Penalty: 3427.449951
	Iteration 96Q: 3 clusters Score -4551319 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -4551372.000000 Penalty: 3427.449951
	Iteration 97Q: 3 clusters Score -4551372 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -4551419.000000 Penalty: 3427.449951
	Iteration 98Q: 3 clusters Score -4551419 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -4551482.500000 Penalty: 3427.449951
	Iteration 99Q: 3 clusters Score -4551482 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4551542.500000 Penalty: 3427.449951
	Iteration 100F: 3 clusters Score -4551542 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -4551593.500000 Penalty: 3427.449951
	Iteration 101Q: 3 clusters Score -4551594 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -4551680.500000 Penalty: 3427.449951
	Iteration 102Q: 3 clusters Score -4551680 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -4551751.000000 Penalty: 3427.449951
	Iteration 103Q: 3 clusters Score -4551751 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -4551854.500000 Penalty: 3427.449951
	Iteration 104Q: 3 clusters Score -4551854 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4551974.000000 Penalty: 3427.449951
	Iteration 105Q: 3 clusters Score -4551974 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -4552109.000000 Penalty: 3427.449951
	Iteration 106Q: 3 clusters Score -4552109 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4552237.500000 Penalty: 3427.449951
	Iteration 107Q: 3 clusters Score -4552238 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -4552411.500000 Penalty: 3427.449951
	Iteration 108Q: 3 clusters Score -4552412 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -4552540.000000 Penalty: 3427.449951
	Iteration 109Q: 3 clusters Score -4552540 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -4552704.500000 Penalty: 3427.449951
	Iteration 110Q: 3 clusters Score -4552704 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -4552830.000000 Penalty: 3427.449951
	Iteration 111Q: 3 clusters Score -4552830 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -4552965.000000 Penalty: 3427.449951
	Iteration 112Q: 3 clusters Score -4552965 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -4553092.000000 Penalty: 3427.449951
	Iteration 113Q: 3 clusters Score -4553092 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -4553248.500000 Penalty: 3427.449951
	Iteration 114Q: 3 clusters Score -4553248 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -4553418.500000 Penalty: 3427.449951
	Iteration 115Q: 3 clusters Score -4553418 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -4553577.500000 Penalty: 3427.449951
	Iteration 116Q: 3 clusters Score -4553578 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -4553780.500000 Penalty: 3427.449951
	Iteration 117Q: 3 clusters Score -4553780 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -4553968.000000 Penalty: 3427.449951
	Iteration 118Q: 3 clusters Score -4553968 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -4554153.000000 Penalty: 3427.449951
	Iteration 119Q: 3 clusters Score -4554153 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -4554325.000000 Penalty: 3427.449951
	Iteration 120F: 3 clusters Score -4554325 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4554482.000000 Penalty: 3427.449951
	Iteration 121Q: 3 clusters Score -4554482 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -4554573.500000 Penalty: 3427.449951
	Iteration 122Q: 3 clusters Score -4554574 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -4554676.000000 Penalty: 3427.449951
	Iteration 123Q: 3 clusters Score -4554676 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -4554757.500000 Penalty: 3427.449951
	Iteration 124Q: 3 clusters Score -4554758 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -4554808.000000 Penalty: 3427.449951
	Iteration 125Q: 3 clusters Score -4554808 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -4554831.500000 Penalty: 3427.449951
	Iteration 126Q: 3 clusters Score -4554832 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -4554852.500000 Penalty: 3427.449951
	Iteration 127Q: 3 clusters Score -4554852 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4554876.500000 Penalty: 3427.449951
	Iteration 128Q: 3 clusters Score -4554876 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -4554886.000000 Penalty: 3427.449951
	Iteration 129Q: 3 clusters Score -4554886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -4554916.000000 Penalty: 3427.449951
	Iteration 130Q: 3 clusters Score -4554916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4554917.000000 Penalty: 3427.449951
	Iteration 131Q: 3 clusters Score -4554917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4554923.000000 Penalty: 3427.449951
	Iteration 132Q: 3 clusters Score -4554923 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4554930.500000 Penalty: 3427.449951
	Iteration 133Q: 3 clusters Score -4554930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4554943.500000 Penalty: 3427.449951
	Iteration 134Q: 3 clusters Score -4554944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4554931.500000 Penalty: 3427.449951
	Iteration 135Q: 3 clusters Score -4554932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4554944.000000 Penalty: 3427.449951
	Iteration 136Q: 3 clusters Score -4554944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4554949.000000 Penalty: 3427.449951
	Iteration 137Q: 3 clusters Score -4554949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4554958.000000 Penalty: 3427.449951
	Iteration 138Q: 3 clusters Score -4554958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4554959.500000 Penalty: 3427.449951
	Iteration 139Q: 3 clusters Score -4554960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4554966.500000 Penalty: 3427.449951
	Iteration 140F: 3 clusters Score -4554966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4554970.500000 Penalty: 3427.449951
	Iteration 141Q: 3 clusters Score -4554970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4554982.500000 Penalty: 3427.449951
	Iteration 142Q: 3 clusters Score -4554982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4554982.500000 Penalty: 3427.449951
	Iteration 143Q: 3 clusters Score -4554982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -4554977.500000 Penalty: 3427.449951
	Iteration 144Q: 3 clusters Score -4554978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4554979.000000 Penalty: 3427.449951
	Iteration 145Q: 3 clusters Score -4554979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4554968.000000 Penalty: 3427.449951
	Iteration 146Q: 3 clusters Score -4554968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4554978.000000 Penalty: 3427.449951
	Iteration 147Q: 3 clusters Score -4554978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4554976.500000 Penalty: 3427.449951
	Iteration 148Q: 3 clusters Score -4554976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4554975.000000 Penalty: 3427.449951
	Iteration 149Q: 3 clusters Score -4554975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4554975.500000 Penalty: 3427.449951
	Iteration 150Q: 3 clusters Score -4554976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4554976.000000 Penalty: 3427.449951
	Iteration 151Q: 3 clusters Score -4554976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4554977.500000 Penalty: 3427.449951
	Iteration 152Q: 3 clusters Score -4554978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4554978.000000 Penalty: 3427.449951
	Iteration 153Q: 3 clusters Score -4554978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4554978.500000 Penalty: 3427.449951
	Iteration 154Q: 3 clusters Score -4554978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4554989.000000 Penalty: 3427.449951
	Iteration 155Q: 3 clusters Score -4554989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4554992.500000 Penalty: 3427.449951
	Iteration 156Q: 3 clusters Score -4554992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4554990.000000 Penalty: 3427.449951
	Iteration 157Q: 3 clusters Score -4554990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4554987.000000 Penalty: 3427.449951
	Iteration 158Q: 3 clusters Score -4554987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4554983.000000 Penalty: 3427.449951
	Iteration 159Q: 3 clusters Score -4554983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4554983.000000 Penalty: 3427.449951
	Iteration 160F: 3 clusters Score -4554983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -239522.515625 Penalty: 1215.110718
	Iteration 0F: 2 clusters Score -239522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -237521.296875 Penalty: 2430.221436
	Iteration 0F: 3 clusters Score -237521.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -237888.734375 Penalty: 2430.221436
	Iteration 1F: 3 clusters Score -237888.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -237972.921875 Penalty: 2430.221436
	Iteration 2F: 3 clusters Score -237972.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -238019.140625 Penalty: 2430.221436
	Iteration 3Q: 3 clusters Score -238019.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -238058.937500 Penalty: 2430.221436
	Iteration 4Q: 3 clusters Score -238058.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -238084.640625 Penalty: 2430.221436
	Iteration 5Q: 3 clusters Score -238084.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -238110.515625 Penalty: 2430.221436
	Iteration 6Q: 3 clusters Score -238110.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -238124.437500 Penalty: 2430.221436
	Iteration 7Q: 3 clusters Score -238124.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -238130.078125 Penalty: 2430.221436
	Iteration 8Q: 3 clusters Score -238130.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -238132.781250 Penalty: 2430.221436
	Iteration 9Q: 3 clusters Score -238132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -238135.718750 Penalty: 2430.221436
	Iteration 10Q: 3 clusters Score -238135.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -238139.734375 Penalty: 2430.221436
	Iteration 11Q: 3 clusters Score -238139.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -238144.109375 Penalty: 2430.221436
	Iteration 12Q: 3 clusters Score -238144.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -238148.546875 Penalty: 2430.221436
	Iteration 13Q: 3 clusters Score -238148.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -238151.390625 Penalty: 2430.221436
	Iteration 14Q: 3 clusters Score -238151.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -238153.468750 Penalty: 2430.221436
	Iteration 15Q: 3 clusters Score -238153.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -238157.203125 Penalty: 2430.221436
	Iteration 16Q: 3 clusters Score -238157.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -238161.656250 Penalty: 2430.221436
	Iteration 17Q: 3 clusters Score -238161.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -238165.578125 Penalty: 2430.221436
	Iteration 18Q: 3 clusters Score -238165.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -238169.718750 Penalty: 2430.221436
	Iteration 19Q: 3 clusters Score -238169.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -238172.437500 Penalty: 2430.221436
	Iteration 20F: 3 clusters Score -238172.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -238174.968750 Penalty: 2430.221436
	Iteration 21Q: 3 clusters Score -238175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -238176.984375 Penalty: 2430.221436
	Iteration 22Q: 3 clusters Score -238177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -238178.078125 Penalty: 2430.221436
	Iteration 23Q: 3 clusters Score -238178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -238179.187500 Penalty: 2430.221436
	Iteration 24Q: 3 clusters Score -238179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -238179.187500 Penalty: 2430.221436
	Iteration 25F: 3 clusters Score -238179.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Entering Unmasked Estep 
Score: -747139.437500 Penalty: 1419.182861
	Iteration 0F: 2 clusters Score -747139.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -742446.000000 Penalty: 2838.365723
	Iteration 0F: 3 clusters Score -742446 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -743842.625000 Penalty: 2838.365723
	Iteration 1F: 3 clusters Score -743842.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -744068.375000 Penalty: 2838.365723
	Iteration 2F: 3 clusters Score -744068.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -744264.062500 Penalty: 2838.365723
	Iteration 3F: 3 clusters Score -744264.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -744473.500000 Penalty: 2838.365723
	Iteration 4F: 3 clusters Score -744473.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -744683.625000 Penalty: 2838.365723
	Iteration 5F: 3 clusters Score -744683.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -744895.437500 Penalty: 2838.365723
	Iteration 6F: 3 clusters Score -744895.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -745090.562500 Penalty: 2838.365723
	Iteration 7F: 3 clusters Score -745090.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -745269.375000 Penalty: 2838.365723
	Iteration 8Q: 3 clusters Score -745269.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -745429.250000 Penalty: 2838.365723
	Iteration 9Q: 3 clusters Score -745429.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -745544.437500 Penalty: 2838.365723
	Iteration 10Q: 3 clusters Score -745544.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -745644.375000 Penalty: 2838.365723
	Iteration 11Q: 3 clusters Score -745644.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -745726.500000 Penalty: 2838.365723
	Iteration 12Q: 3 clusters Score -745726.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -745799.375000 Penalty: 2838.365723
	Iteration 13Q: 3 clusters Score -745799.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -745856.187500 Penalty: 2838.365723
	Iteration 14Q: 3 clusters Score -745856.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -745897.000000 Penalty: 2838.365723
	Iteration 15Q: 3 clusters Score -745897 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -745926.687500 Penalty: 2838.365723
	Iteration 16Q: 3 clusters Score -745926.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -745957.875000 Penalty: 2838.365723
	Iteration 17Q: 3 clusters Score -745957.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -745984.500000 Penalty: 2838.365723
	Iteration 18Q: 3 clusters Score -745984.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -746002.812500 Penalty: 2838.365723
	Iteration 19Q: 3 clusters Score -746002.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -746016.125000 Penalty: 2838.365723
	Iteration 20F: 3 clusters Score -746016.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -746023.875000 Penalty: 2838.365723
	Iteration 21Q: 3 clusters Score -746023.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -746032.437500 Penalty: 2838.365723
	Iteration 22Q: 3 clusters Score -746032.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -746042.625000 Penalty: 2838.365723
	Iteration 23Q: 3 clusters Score -746042.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -746050.812500 Penalty: 2838.365723
	Iteration 24Q: 3 clusters Score -746050.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -746058.875000 Penalty: 2838.365723
	Iteration 25Q: 3 clusters Score -746058.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -746065.937500 Penalty: 2838.365723
	Iteration 26Q: 3 clusters Score -746065.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -746073.062500 Penalty: 2838.365723
	Iteration 27Q: 3 clusters Score -746073.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -746075.187500 Penalty: 2838.365723
	Iteration 28Q: 3 clusters Score -746075.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -746079.062500 Penalty: 2838.365723
	Iteration 29Q: 3 clusters Score -746079.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -746083.375000 Penalty: 2838.365723
	Iteration 30Q: 3 clusters Score -746083.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -746086.187500 Penalty: 2838.365723
	Iteration 31Q: 3 clusters Score -746086.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -746086.312500 Penalty: 2838.365723
	Iteration 32Q: 3 clusters Score -746086.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -746087.125000 Penalty: 2838.365723
	Iteration 33Q: 3 clusters Score -746087.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -746087.125000 Penalty: 2838.365723
	Iteration 34F: 3 clusters Score -746087.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Entering Unmasked Estep 
Score: -1246365.250000 Penalty: 1501.294189
	Iteration 0F: 2 clusters Score -1246365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1238979.750000 Penalty: 3002.588379
	Iteration 0F: 3 clusters Score -1238980 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1241386.375000 Penalty: 3002.588379
	Iteration 1F: 3 clusters Score -1241386 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1241698.500000 Penalty: 3002.588379
	Iteration 2F: 3 clusters Score -1241698 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1241977.500000 Penalty: 3002.588379
	Iteration 3F: 3 clusters Score -1241978 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1242222.625000 Penalty: 3002.588379
	Iteration 4F: 3 clusters Score -1242223 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1242450.500000 Penalty: 3002.588379
	Iteration 5Q: 3 clusters Score -1242450 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1242639.375000 Penalty: 3002.588379
	Iteration 6Q: 3 clusters Score -1242639 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1242806.750000 Penalty: 3002.588379
	Iteration 7Q: 3 clusters Score -1242807 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1242964.250000 Penalty: 3002.588379
	Iteration 8Q: 3 clusters Score -1242964 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1243135.750000 Penalty: 3002.588379
	Iteration 9Q: 3 clusters Score -1243136 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1243338.750000 Penalty: 3002.588379
	Iteration 10Q: 3 clusters Score -1243339 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1243554.750000 Penalty: 3002.588379
	Iteration 11Q: 3 clusters Score -1243555 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1243778.250000 Penalty: 3002.588379
	Iteration 12Q: 3 clusters Score -1243778 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1243976.250000 Penalty: 3002.588379
	Iteration 13Q: 3 clusters Score -1243976 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1244141.250000 Penalty: 3002.588379
	Iteration 14Q: 3 clusters Score -1244141 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1244304.000000 Penalty: 3002.588379
	Iteration 15Q: 3 clusters Score -1244304 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1244471.500000 Penalty: 3002.588379
	Iteration 16Q: 3 clusters Score -1244472 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1244616.000000 Penalty: 3002.588379
	Iteration 17Q: 3 clusters Score -1244616 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1244717.625000 Penalty: 3002.588379
	Iteration 18Q: 3 clusters Score -1244718 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1244790.750000 Penalty: 3002.588379
	Iteration 19Q: 3 clusters Score -1244791 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1244851.500000 Penalty: 3002.588379
	Iteration 20F: 3 clusters Score -1244852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1244910.750000 Penalty: 3002.588379
	Iteration 21Q: 3 clusters Score -1244911 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1244956.000000 Penalty: 3002.588379
	Iteration 22Q: 3 clusters Score -1244956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1244999.625000 Penalty: 3002.588379
	Iteration 23Q: 3 clusters Score -1245000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1245025.000000 Penalty: 3002.588379
	Iteration 24Q: 3 clusters Score -1245025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1245043.625000 Penalty: 3002.588379
	Iteration 25Q: 3 clusters Score -1245044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1245060.250000 Penalty: 3002.588379
	Iteration 26Q: 3 clusters Score -1245060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1245071.000000 Penalty: 3002.588379
	Iteration 27Q: 3 clusters Score -1245071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1245078.125000 Penalty: 3002.588379
	Iteration 28Q: 3 clusters Score -1245078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1245086.375000 Penalty: 3002.588379
	Iteration 29Q: 3 clusters Score -1245086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1245093.750000 Penalty: 3002.588379
	Iteration 30Q: 3 clusters Score -1245094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1245107.250000 Penalty: 3002.588379
	Iteration 31Q: 3 clusters Score -1245107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1245114.625000 Penalty: 3002.588379
	Iteration 32Q: 3 clusters Score -1245115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1245120.250000 Penalty: 3002.588379
	Iteration 33Q: 3 clusters Score -1245120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1245123.375000 Penalty: 3002.588379
	Iteration 34Q: 3 clusters Score -1245123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1245125.000000 Penalty: 3002.588379
	Iteration 35Q: 3 clusters Score -1245125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1245125.750000 Penalty: 3002.588379
	Iteration 36Q: 3 clusters Score -1245126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1245128.750000 Penalty: 3002.588379
	Iteration 37Q: 3 clusters Score -1245129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1245130.750000 Penalty: 3002.588379
	Iteration 38Q: 3 clusters Score -1245131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1245135.375000 Penalty: 3002.588379
	Iteration 39Q: 3 clusters Score -1245135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1245142.375000 Penalty: 3002.588379
	Iteration 40F: 3 clusters Score -1245142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1245144.750000 Penalty: 3002.588379
	Iteration 41Q: 3 clusters Score -1245145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1245146.125000 Penalty: 3002.588379
	Iteration 42Q: 3 clusters Score -1245146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1245149.625000 Penalty: 3002.588379
	Iteration 43Q: 3 clusters Score -1245150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1245150.250000 Penalty: 3002.588379
	Iteration 44Q: 3 clusters Score -1245150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1245152.000000 Penalty: 3002.588379
	Iteration 45Q: 3 clusters Score -1245152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1245152.875000 Penalty: 3002.588379
	Iteration 46Q: 3 clusters Score -1245153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1245152.375000 Penalty: 3002.588379
	Iteration 47Q: 3 clusters Score -1245152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1245153.875000 Penalty: 3002.588379
	Iteration 48Q: 3 clusters Score -1245154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1245154.625000 Penalty: 3002.588379
	Iteration 49Q: 3 clusters Score -1245155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1245154.625000 Penalty: 3002.588379
	Iteration 50F: 3 clusters Score -1245155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Entering Unmasked Estep 
Score: -3552229.250000 Penalty: 1661.248535
	Iteration 0F: 2 clusters Score -3552229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3533584.500000 Penalty: 3322.497070
	Iteration 0F: 3 clusters Score -3533584 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3540717.250000 Penalty: 3322.497070
	Iteration 1F: 3 clusters Score -3540717 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3541108.000000 Penalty: 3322.497070
	Iteration 2Q: 3 clusters Score -3541108 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3541429.000000 Penalty: 3322.497070
	Iteration 3Q: 3 clusters Score -3541429 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3541742.750000 Penalty: 3322.497070
	Iteration 4Q: 3 clusters Score -3541743 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3542045.250000 Penalty: 3322.497070
	Iteration 5Q: 3 clusters Score -3542045 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -3542375 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3542780.750000 Penalty: 3322.497070
	Iteration 7Q: 3 clusters Score -3542781 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3543243.500000 Penalty: 3322.497070
	Iteration 8Q: 3 clusters Score -3543244 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -3543769.000000 Penalty: 3322.497070
	Iteration 9Q: 3 clusters Score -3543769 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3544306 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3544913.000000 Penalty: 3322.497070
	Iteration 11Q: 3 clusters Score -3544913 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3545552.750000 Penalty: 3322.497070
	Iteration 12Q: 3 clusters Score -3545553 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -3546106.000000 Penalty: 3322.497070
	Iteration 13Q: 3 clusters Score -3546106 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3546533.250000 Penalty: 3322.497070
	Iteration 14Q: 3 clusters Score -3546533 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3546813.750000 Penalty: 3322.497070
	Iteration 15Q: 3 clusters Score -3546814 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3547005.000000 Penalty: 3322.497070
	Iteration 16Q: 3 clusters Score -3547005 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3547111.250000 Penalty: 3322.497070
	Iteration 17Q: 3 clusters Score -3547111 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -3547208.750000 Penalty: 3322.497070
	Iteration 18Q: 3 clusters Score -3547209 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3547285.000000 Penalty: 3322.497070
	Iteration 19Q: 3 clusters Score -3547285 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3547365.500000 Penalty: 3322.497070
	Iteration 20F: 3 clusters Score -3547366 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3547438.500000 Penalty: 3322.497070
	Iteration 21Q: 3 clusters Score -3547438 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -3547495.500000 Penalty: 3322.497070
	Iteration 22Q: 3 clusters Score -3547496 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3547539.750000 Penalty: 3322.497070
	Iteration 23Q: 3 clusters Score -3547540 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3547556.250000 Penalty: 3322.497070
	Iteration 24Q: 3 clusters Score -3547556 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3547582.000000 Penalty: 3322.497070
	Iteration 25Q: 3 clusters Score -3547582 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3547620.750000 Penalty: 3322.497070
	Iteration 26Q: 3 clusters Score -3547621 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3547651.500000 Penalty: 3322.497070
	Iteration 27Q: 3 clusters Score -3547652 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3547676.250000 Penalty: 3322.497070
	Iteration 28Q: 3 clusters Score -3547676 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3547710.000000 Penalty: 3322.497070
	Iteration 29Q: 3 clusters Score -3547710 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3547725.750000 Penalty: 3322.497070
	Iteration 30Q: 3 clusters Score -3547726 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3547754.750000 Penalty: 3322.497070
	Iteration 31Q: 3 clusters Score -3547755 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3547769.250000 Penalty: 3322.497070
	Iteration 32Q: 3 clusters Score -3547769 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3547815.750000 Penalty: 3322.497070
	Iteration 33Q: 3 clusters Score -3547816 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3547842.500000 Penalty: 3322.497070
	Iteration 34Q: 3 clusters Score -3547842 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3547893.000000 Penalty: 3322.497070
	Iteration 35Q: 3 clusters Score -3547893 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3547929.000000 Penalty: 3322.497070
	Iteration 36Q: 3 clusters Score -3547929 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3547968 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3548018.500000 Penalty: 3322.497070
	Iteration 38Q: 3 clusters Score -3548018 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3548084.750000 Penalty: 3322.497070
	Iteration 39Q: 3 clusters Score -3548085 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3548133.500000 Penalty: 3322.497070
	Iteration 40F: 3 clusters Score -3548134 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3548157.000000 Penalty: 3322.497070
	Iteration 41Q: 3 clusters Score -3548157 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -3548205.250000 Penalty: 3322.497070
	Iteration 42Q: 3 clusters Score -3548205 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3548267.250000 Penalty: 3322.497070
	Iteration 43Q: 3 clusters Score -3548267 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3548308.000000 Penalty: 3322.497070
	Iteration 44Q: 3 clusters Score -3548308 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3548349.250000 Penalty: 3322.497070
	Iteration 45Q: 3 clusters Score -3548349 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3548388.750000 Penalty: 3322.497070
	Iteration 46Q: 3 clusters Score -3548389 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -3548411.750000 Penalty: 3322.497070
	Iteration 47Q: 3 clusters Score -3548412 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3548441.250000 Penalty: 3322.497070
	Iteration 48Q: 3 clusters Score -3548441 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3548476.750000 Penalty: 3322.497070
	Iteration 49Q: 3 clusters Score -3548477 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3548493.000000 Penalty: 3322.497070
	Iteration 50Q: 3 clusters Score -3548493 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3548517.750000 Penalty: 3322.497070
	Iteration 51Q: 3 clusters Score -3548518 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -3548535.500000 Penalty: 3322.497070
	Iteration 52Q: 3 clusters Score -3548536 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3548557.000000 Penalty: 3322.497070
	Iteration 53Q: 3 clusters Score -3548557 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -3548583.000000 Penalty: 3322.497070
	Iteration 54Q: 3 clusters Score -3548583 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -3548614.500000 Penalty: 3322.497070
	Iteration 55Q: 3 clusters Score -3548614 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3548643.250000 Penalty: 3322.497070
	Iteration 56Q: 3 clusters Score -3548643 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -3548677.750000 Penalty: 3322.497070
	Iteration 57Q: 3 clusters Score -3548678 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3548704.500000 Penalty: 3322.497070
	Iteration 58Q: 3 clusters Score -3548704 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -3548725.500000 Penalty: 3322.497070
	Iteration 59Q: 3 clusters Score -3548726 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -3548744.750000 Penalty: 3322.497070
	Iteration 60F: 3 clusters Score -3548745 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3548763.250000 Penalty: 3322.497070
	Iteration 61Q: 3 clusters Score -3548763 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3548792.250000 Penalty: 3322.497070
	Iteration 62Q: 3 clusters Score -3548792 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3548822.750000 Penalty: 3322.497070
	Iteration 63Q: 3 clusters Score -3548823 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -3548832.250000 Penalty: 3322.497070
	Iteration 64Q: 3 clusters Score -3548832 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3548851.500000 Penalty: 3322.497070
	Iteration 65Q: 3 clusters Score -3548852 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3548873.000000 Penalty: 3322.497070
	Iteration 66Q: 3 clusters Score -3548873 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -3548901.000000 Penalty: 3322.497070
	Iteration 67Q: 3 clusters Score -3548901 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3548932.250000 Penalty: 3322.497070
	Iteration 68Q: 3 clusters Score -3548932 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -3548958.500000 Penalty: 3322.497070
	Iteration 69Q: 3 clusters Score -3548958 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3548983.750000 Penalty: 3322.497070
	Iteration 70Q: 3 clusters Score -3548984 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3549026.000000 Penalty: 3322.497070
	Iteration 71Q: 3 clusters Score -3549026 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3549057.250000 Penalty: 3322.497070
	Iteration 72Q: 3 clusters Score -3549057 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3549082.000000 Penalty: 3322.497070
	Iteration 73Q: 3 clusters Score -3549082 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3549101.500000 Penalty: 3322.497070
	Iteration 74Q: 3 clusters Score -3549102 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3549125.500000 Penalty: 3322.497070
	Iteration 75Q: 3 clusters Score -3549126 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -3549155.500000 Penalty: 3322.497070
	Iteration 76Q: 3 clusters Score -3549156 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3549183.500000 Penalty: 3322.497070
	Iteration 77Q: 3 clusters Score -3549184 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3549215.750000 Penalty: 3322.497070
	Iteration 78Q: 3 clusters Score -3549216 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -3549248.750000 Penalty: 3322.497070
	Iteration 79Q: 3 clusters Score -3549249 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3549280.000000 Penalty: 3322.497070
	Iteration 80F: 3 clusters Score -3549280 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -3549315.750000 Penalty: 3322.497070
	Iteration 81Q: 3 clusters Score -3549316 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -3549323.750000 Penalty: 3322.497070
	Iteration 82Q: 3 clusters Score -3549324 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -3549370.750000 Penalty: 3322.497070
	Iteration 83Q: 3 clusters Score -3549371 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3549399.500000 Penalty: 3322.497070
	Iteration 84Q: 3 clusters Score -3549400 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3549401.750000 Penalty: 3322.497070
	Iteration 85Q: 3 clusters Score -3549402 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3549432.750000 Penalty: 3322.497070
	Iteration 86Q: 3 clusters Score -3549433 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3549461.250000 Penalty: 3322.497070
	Iteration 87Q: 3 clusters Score -3549461 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -3549488.750000 Penalty: 3322.497070
	Iteration 88Q: 3 clusters Score -3549489 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -3549525.250000 Penalty: 3322.497070
	Iteration 89Q: 3 clusters Score -3549525 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -3549545.750000 Penalty: 3322.497070
	Iteration 90Q: 3 clusters Score -3549546 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -3549577.500000 Penalty: 3322.497070
	Iteration 91Q: 3 clusters Score -3549578 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -3549615.750000 Penalty: 3322.497070
	Iteration 92Q: 3 clusters Score -3549616 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3549652.250000 Penalty: 3322.497070
	Iteration 93Q: 3 clusters Score -3549652 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3549686.250000 Penalty: 3322.497070
	Iteration 94Q: 3 clusters Score -3549686 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3549722.500000 Penalty: 3322.497070
	Iteration 95Q: 3 clusters Score -3549722 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -3549759.750000 Penalty: 3322.497070
	Iteration 96Q: 3 clusters Score -3549760 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -3549812.750000 Penalty: 3322.497070
	Iteration 97Q: 3 clusters Score -3549813 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3549873.750000 Penalty: 3322.497070
	Iteration 98Q: 3 clusters Score -3549874 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3549918.250000 Penalty: 3322.497070
	Iteration 99Q: 3 clusters Score -3549918 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -3549991.000000 Penalty: 3322.497070
	Iteration 100F: 3 clusters Score -3549991 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3550052.000000 Penalty: 3322.497070
	Iteration 101Q: 3 clusters Score -3550052 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3550129.500000 Penalty: 3322.497070
	Iteration 102Q: 3 clusters Score -3550130 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3550200.500000 Penalty: 3322.497070
	Iteration 103Q: 3 clusters Score -3550200 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3550257.750000 Penalty: 3322.497070
	Iteration 104Q: 3 clusters Score -3550258 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3550337.500000 Penalty: 3322.497070
	Iteration 105Q: 3 clusters Score -3550338 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3550395.000000 Penalty: 3322.497070
	Iteration 106Q: 3 clusters Score -3550395 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3550455.250000 Penalty: 3322.497070
	Iteration 107Q: 3 clusters Score -3550455 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3550529.250000 Penalty: 3322.497070
	Iteration 108Q: 3 clusters Score -3550529 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3550616.250000 Penalty: 3322.497070
	Iteration 109Q: 3 clusters Score -3550616 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3550692.250000 Penalty: 3322.497070
	Iteration 110Q: 3 clusters Score -3550692 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3550792.750000 Penalty: 3322.497070
	Iteration 111Q: 3 clusters Score -3550793 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3550885.750000 Penalty: 3322.497070
	Iteration 112Q: 3 clusters Score -3550886 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3550944.000000 Penalty: 3322.497070
	Iteration 113Q: 3 clusters Score -3550944 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3551010.750000 Penalty: 3322.497070
	Iteration 114Q: 3 clusters Score -3551011 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3551067.000000 Penalty: 3322.497070
	Iteration 115Q: 3 clusters Score -3551067 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3551108.000000 Penalty: 3322.497070
	Iteration 116Q: 3 clusters Score -3551108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3551130.250000 Penalty: 3322.497070
	Iteration 117Q: 3 clusters Score -3551130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3551137.500000 Penalty: 3322.497070
	Iteration 118Q: 3 clusters Score -3551138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3551162.250000 Penalty: 3322.497070
	Iteration 119Q: 3 clusters Score -3551162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3551176.000000 Penalty: 3322.497070
	Iteration 120F: 3 clusters Score -3551176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3551185.000000 Penalty: 3322.497070
	Iteration 121Q: 3 clusters Score -3551185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3551188.500000 Penalty: 3322.497070
	Iteration 122Q: 3 clusters Score -3551188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3551198.000000 Penalty: 3322.497070
	Iteration 123Q: 3 clusters Score -3551198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3551200.250000 Penalty: 3322.497070
	Iteration 124Q: 3 clusters Score -3551200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3551205.000000 Penalty: 3322.497070
	Iteration 125Q: 3 clusters Score -3551205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3551215.000000 Penalty: 3322.497070
	Iteration 126Q: 3 clusters Score -3551215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3551216.250000 Penalty: 3322.497070
	Iteration 127Q: 3 clusters Score -3551216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3551217.250000 Penalty: 3322.497070
	Iteration 128Q: 3 clusters Score -3551217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3551219.750000 Penalty: 3322.497070
	Iteration 129Q: 3 clusters Score -3551220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3551218.500000 Penalty: 3322.497070
	Iteration 130Q: 3 clusters Score -3551218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3551222.500000 Penalty: 3322.497070
	Iteration 131Q: 3 clusters Score -3551222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3551223.000000 Penalty: 3322.497070
	Iteration 132Q: 3 clusters Score -3551223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3551222.250000 Penalty: 3322.497070
	Iteration 133Q: 3 clusters Score -3551222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3551229.000000 Penalty: 3322.497070
	Iteration 134Q: 3 clusters Score -3551229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3551227.500000 Penalty: 3322.497070
	Iteration 135Q: 3 clusters Score -3551228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3551229.250000 Penalty: 3322.497070
	Iteration 136Q: 3 clusters Score -3551229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3551227.500000 Penalty: 3322.497070
	Iteration 137Q: 3 clusters Score -3551228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3551227.500000 Penalty: 3322.497070
	Iteration 138Q: 3 clusters Score -3551228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3551226.000000 Penalty: 3322.497070
	Iteration 139Q: 3 clusters Score -3551226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3551226.000000 Penalty: 3322.497070
	Iteration 140F: 3 clusters Score -3551226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Entering Unmasked Estep 
Score: -816795.375000 Penalty: 1426.377930
	Iteration 0F: 2 clusters Score -816795.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -811917.500000 Penalty: 2852.755859
	Iteration 0F: 3 clusters Score -811917.5 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -813483.937500 Penalty: 2852.755859
	Iteration 1F: 3 clusters Score -813483.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -813785.375000 Penalty: 2852.755859
	Iteration 2F: 3 clusters Score -813785.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -814094.250000 Penalty: 2852.755859
	Iteration 3F: 3 clusters Score -814094.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -814407.375000 Penalty: 2852.755859
	Iteration 4F: 3 clusters Score -814407.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -814671.000000 Penalty: 2852.755859
	Iteration 5F: 3 clusters Score -814671 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -814942.875000 Penalty: 2852.755859
	Iteration 6F: 3 clusters Score -814942.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -815244.187500 Penalty: 2852.755859
	Iteration 7F: 3 clusters Score -815244.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -815515.312500 Penalty: 2852.755859
	Iteration 8F: 3 clusters Score -815515.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -815712.500000 Penalty: 2852.755859
	Iteration 9Q: 3 clusters Score -815712.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -815832.062500 Penalty: 2852.755859
	Iteration 10Q: 3 clusters Score -815832.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -815902.000000 Penalty: 2852.755859
	Iteration 11Q: 3 clusters Score -815902 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -815945.187500 Penalty: 2852.755859
	Iteration 12Q: 3 clusters Score -815945.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -815970.375000 Penalty: 2852.755859
	Iteration 13Q: 3 clusters Score -815970.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -815986.625000 Penalty: 2852.755859
	Iteration 14Q: 3 clusters Score -815986.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -815993.875000 Penalty: 2852.755859
	Iteration 15Q: 3 clusters Score -815993.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -816002.125000 Penalty: 2852.755859
	Iteration 16Q: 3 clusters Score -816002.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -816008.125000 Penalty: 2852.755859
	Iteration 17Q: 3 clusters Score -816008.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -816016.750000 Penalty: 2852.755859
	Iteration 18Q: 3 clusters Score -816016.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -816022.375000 Penalty: 2852.755859
	Iteration 19Q: 3 clusters Score -816022.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -816027.500000 Penalty: 2852.755859
	Iteration 20F: 3 clusters Score -816027.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -816033.375000 Penalty: 2852.755859
	Iteration 21Q: 3 clusters Score -816033.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -816037.500000 Penalty: 2852.755859
	Iteration 22Q: 3 clusters Score -816037.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -816041.437500 Penalty: 2852.755859
	Iteration 23Q: 3 clusters Score -816041.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -816047.937500 Penalty: 2852.755859
	Iteration 24Q: 3 clusters Score -816047.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -816050.937500 Penalty: 2852.755859
	Iteration 25Q: 3 clusters Score -816050.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -816056.625000 Penalty: 2852.755859
	Iteration 26Q: 3 clusters Score -816056.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -816062.812500 Penalty: 2852.755859
	Iteration 27Q: 3 clusters Score -816062.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -816065.062500 Penalty: 2852.755859
	Iteration 28Q: 3 clusters Score -816065.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -816072.812500 Penalty: 2852.755859
	Iteration 29Q: 3 clusters Score -816072.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -816080.625000 Penalty: 2852.755859
	Iteration 30Q: 3 clusters Score -816080.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -816087.062500 Penalty: 2852.755859
	Iteration 31Q: 3 clusters Score -816087.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -816092.062500 Penalty: 2852.755859
	Iteration 32Q: 3 clusters Score -816092.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -816095.250000 Penalty: 2852.755859
	Iteration 33Q: 3 clusters Score -816095.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -816099.812500 Penalty: 2852.755859
	Iteration 34Q: 3 clusters Score -816099.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -816100.937500 Penalty: 2852.755859
	Iteration 35Q: 3 clusters Score -816100.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -816102.500000 Penalty: 2852.755859
	Iteration 36Q: 3 clusters Score -816102.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -816108.187500 Penalty: 2852.755859
	Iteration 37Q: 3 clusters Score -816108.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -816112.437500 Penalty: 2852.755859
	Iteration 38Q: 3 clusters Score -816112.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -816115.437500 Penalty: 2852.755859
	Iteration 39Q: 3 clusters Score -816115.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -816120.750000 Penalty: 2852.755859
	Iteration 40F: 3 clusters Score -816120.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -816128.375000 Penalty: 2852.755859
	Iteration 41Q: 3 clusters Score -816128.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -816132.250000 Penalty: 2852.755859
	Iteration 42Q: 3 clusters Score -816132.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -816135.375000 Penalty: 2852.755859
	Iteration 43Q: 3 clusters Score -816135.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -816140.437500 Penalty: 2852.755859
	Iteration 44Q: 3 clusters Score -816140.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -816144.312500 Penalty: 2852.755859
	Iteration 45Q: 3 clusters Score -816144.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -816148.562500 Penalty: 2852.755859
	Iteration 46Q: 3 clusters Score -816148.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -816155.625000 Penalty: 2852.755859
	Iteration 47Q: 3 clusters Score -816155.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -816161.875000 Penalty: 2852.755859
	Iteration 48Q: 3 clusters Score -816161.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -816166.187500 Penalty: 2852.755859
	Iteration 49Q: 3 clusters Score -816166.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -816172.687500 Penalty: 2852.755859
	Iteration 50Q: 3 clusters Score -816172.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -816177.125000 Penalty: 2852.755859
	Iteration 51Q: 3 clusters Score -816177.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -816181.250000 Penalty: 2852.755859
	Iteration 52Q: 3 clusters Score -816181.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -816185.250000 Penalty: 2852.755859
	Iteration 53Q: 3 clusters Score -816185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -816184.812500 Penalty: 2852.755859
	Iteration 54Q: 3 clusters Score -816184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -816184.812500 Penalty: 2852.755859
	Iteration 55F: 3 clusters Score -816184.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Entering Unmasked Estep 
Score: -982315.125000 Penalty: 1455.762695
	Iteration 0F: 2 clusters Score -982315.1 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 3925 members 
Entering Unmasked Estep 
Score: -976642.125000 Penalty: 2911.525391
	Iteration 0F: 3 clusters Score -976642.1 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -978722.062500 Penalty: 2911.525391
	Iteration 1F: 3 clusters Score -978722.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -979382.187500 Penalty: 2911.525391
	Iteration 2F: 3 clusters Score -979382.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -980071.062500 Penalty: 2911.525391
	Iteration 3F: 3 clusters Score -980071.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -980626.125000 Penalty: 2911.525391
	Iteration 4F: 3 clusters Score -980626.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -980988.062500 Penalty: 2911.525391
	Iteration 5F: 3 clusters Score -980988.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -981225.250000 Penalty: 2911.525391
	Iteration 6Q: 3 clusters Score -981225.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -981342.500000 Penalty: 2911.525391
	Iteration 7Q: 3 clusters Score -981342.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -981425.437500 Penalty: 2911.525391
	Iteration 8Q: 3 clusters Score -981425.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -981479.062500 Penalty: 2911.525391
	Iteration 9Q: 3 clusters Score -981479.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -981518.687500 Penalty: 2911.525391
	Iteration 10Q: 3 clusters Score -981518.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -981544.000000 Penalty: 2911.525391
	Iteration 11Q: 3 clusters Score -981544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -981555.875000 Penalty: 2911.525391
	Iteration 12Q: 3 clusters Score -981555.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -981569.125000 Penalty: 2911.525391
	Iteration 13Q: 3 clusters Score -981569.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -981579.812500 Penalty: 2911.525391
	Iteration 14Q: 3 clusters Score -981579.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -981590.125000 Penalty: 2911.525391
	Iteration 15Q: 3 clusters Score -981590.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -981597.812500 Penalty: 2911.525391
	Iteration 16Q: 3 clusters Score -981597.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -981605.937500 Penalty: 2911.525391
	Iteration 17Q: 3 clusters Score -981605.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -981613.875000 Penalty: 2911.525391
	Iteration 18Q: 3 clusters Score -981613.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -981621.062500 Penalty: 2911.525391
	Iteration 19Q: 3 clusters Score -981621.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -981632.562500 Penalty: 2911.525391
	Iteration 20F: 3 clusters Score -981632.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -981640.125000 Penalty: 2911.525391
	Iteration 21Q: 3 clusters Score -981640.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -981652.062500 Penalty: 2911.525391
	Iteration 22Q: 3 clusters Score -981652.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -981665.812500 Penalty: 2911.525391
	Iteration 23Q: 3 clusters Score -981665.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -981675.250000 Penalty: 2911.525391
	Iteration 24Q: 3 clusters Score -981675.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -981686.625000 Penalty: 2911.525391
	Iteration 25Q: 3 clusters Score -981686.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -981699.875000 Penalty: 2911.525391
	Iteration 26Q: 3 clusters Score -981699.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -981715.437500 Penalty: 2911.525391
	Iteration 27Q: 3 clusters Score -981715.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -981728.750000 Penalty: 2911.525391
	Iteration 28Q: 3 clusters Score -981728.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -981737.125000 Penalty: 2911.525391
	Iteration 29Q: 3 clusters Score -981737.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -981743.312500 Penalty: 2911.525391
	Iteration 30Q: 3 clusters Score -981743.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -981746.062500 Penalty: 2911.525391
	Iteration 31Q: 3 clusters Score -981746.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -981749.875000 Penalty: 2911.525391
	Iteration 32Q: 3 clusters Score -981749.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -981752.812500 Penalty: 2911.525391
	Iteration 33Q: 3 clusters Score -981752.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -981758.500000 Penalty: 2911.525391
	Iteration 34Q: 3 clusters Score -981758.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -981760.250000 Penalty: 2911.525391
	Iteration 35Q: 3 clusters Score -981760.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -981763.125000 Penalty: 2911.525391
	Iteration 36Q: 3 clusters Score -981763.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -981768.000000 Penalty: 2911.525391
	Iteration 37Q: 3 clusters Score -981768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -981776.812500 Penalty: 2911.525391
	Iteration 38Q: 3 clusters Score -981776.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -981778.750000 Penalty: 2911.525391
	Iteration 39Q: 3 clusters Score -981778.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -981780.062500 Penalty: 2911.525391
	Iteration 40F: 3 clusters Score -981780.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -981781.500000 Penalty: 2911.525391
	Iteration 41Q: 3 clusters Score -981781.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -981783.062500 Penalty: 2911.525391
	Iteration 42Q: 3 clusters Score -981783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -981785.000000 Penalty: 2911.525391
	Iteration 43Q: 3 clusters Score -981785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -981784.750000 Penalty: 2911.525391
	Iteration 44Q: 3 clusters Score -981784.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -981786.625000 Penalty: 2911.525391
	Iteration 45Q: 3 clusters Score -981786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -981785.875000 Penalty: 2911.525391
	Iteration 46Q: 3 clusters Score -981785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -981788.750000 Penalty: 2911.525391
	Iteration 47Q: 3 clusters Score -981788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -981788.500000 Penalty: 2911.525391
	Iteration 48Q: 3 clusters Score -981788.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -981788.875000 Penalty: 2911.525391
	Iteration 49Q: 3 clusters Score -981788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -981790.625000 Penalty: 2911.525391
	Iteration 50Q: 3 clusters Score -981790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -981793.500000 Penalty: 2911.525391
	Iteration 51Q: 3 clusters Score -981793.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -981792.625000 Penalty: 2911.525391
	Iteration 52Q: 3 clusters Score -981792.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -981792.250000 Penalty: 2911.525391
	Iteration 53Q: 3 clusters Score -981792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -981792.750000 Penalty: 2911.525391
	Iteration 54Q: 3 clusters Score -981792.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -981792.750000 Penalty: 2911.525391
	Iteration 55F: 3 clusters Score -981792.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Entering Unmasked Estep 
Score: -1866964.125000 Penalty: 1560.716187
	Iteration 0F: 2 clusters Score -1866964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1856653.000000 Penalty: 3121.432373
	Iteration 0F: 3 clusters Score -1856653 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1860269.500000 Penalty: 3121.432373
	Iteration 1F: 3 clusters Score -1860270 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1860603.125000 Penalty: 3121.432373
	Iteration 2F: 3 clusters Score -1860603 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1860869.375000 Penalty: 3121.432373
	Iteration 3Q: 3 clusters Score -1860869 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1861093.500000 Penalty: 3121.432373
	Iteration 4Q: 3 clusters Score -1861094 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1861301.500000 Penalty: 3121.432373
	Iteration 5Q: 3 clusters Score -1861302 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1861528.250000 Penalty: 3121.432373
	Iteration 6Q: 3 clusters Score -1861528 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1861839.125000 Penalty: 3121.432373
	Iteration 7Q: 3 clusters Score -1861839 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1862263.875000 Penalty: 3121.432373
	Iteration 8Q: 3 clusters Score -1862264 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1862835.750000 Penalty: 3121.432373
	Iteration 9F: 3 clusters Score -1862836 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1863521.250000 Penalty: 3121.432373
	Iteration 10F: 3 clusters Score -1863521 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1864207.500000 Penalty: 3121.432373
	Iteration 11F: 3 clusters Score -1864208 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1864769.500000 Penalty: 3121.432373
	Iteration 12Q: 3 clusters Score -1864770 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1865214.375000 Penalty: 3121.432373
	Iteration 13Q: 3 clusters Score -1865214 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1865519.875000 Penalty: 3121.432373
	Iteration 14Q: 3 clusters Score -1865520 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1865682.750000 Penalty: 3121.432373
	Iteration 15Q: 3 clusters Score -1865683 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1865779.500000 Penalty: 3121.432373
	Iteration 16Q: 3 clusters Score -1865780 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1865846.125000 Penalty: 3121.432373
	Iteration 17Q: 3 clusters Score -1865846 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1865884.125000 Penalty: 3121.432373
	Iteration 18Q: 3 clusters Score -1865884 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1865922.750000 Penalty: 3121.432373
	Iteration 19Q: 3 clusters Score -1865923 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1865956.250000 Penalty: 3121.432373
	Iteration 20F: 3 clusters Score -1865956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1865968.750000 Penalty: 3121.432373
	Iteration 21Q: 3 clusters Score -1865969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1865978.875000 Penalty: 3121.432373
	Iteration 22Q: 3 clusters Score -1865979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1865995.250000 Penalty: 3121.432373
	Iteration 23Q: 3 clusters Score -1865995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1866005.625000 Penalty: 3121.432373
	Iteration 24Q: 3 clusters Score -1866006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1866014.250000 Penalty: 3121.432373
	Iteration 25Q: 3 clusters Score -1866014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1866028.000000 Penalty: 3121.432373
	Iteration 26Q: 3 clusters Score -1866028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1866033.250000 Penalty: 3121.432373
	Iteration 27Q: 3 clusters Score -1866033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1866040.375000 Penalty: 3121.432373
	Iteration 28Q: 3 clusters Score -1866040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1866046.125000 Penalty: 3121.432373
	Iteration 29Q: 3 clusters Score -1866046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1866049.000000 Penalty: 3121.432373
	Iteration 30Q: 3 clusters Score -1866049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1866049.625000 Penalty: 3121.432373
	Iteration 31Q: 3 clusters Score -1866050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1866051.000000 Penalty: 3121.432373
	Iteration 32Q: 3 clusters Score -1866051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1866052.125000 Penalty: 3121.432373
	Iteration 33Q: 3 clusters Score -1866052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1866053.875000 Penalty: 3121.432373
	Iteration 34Q: 3 clusters Score -1866054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1866055.875000 Penalty: 3121.432373
	Iteration 35Q: 3 clusters Score -1866056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1866059.125000 Penalty: 3121.432373
	Iteration 36Q: 3 clusters Score -1866059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1866058.875000 Penalty: 3121.432373
	Iteration 37Q: 3 clusters Score -1866059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1866060.500000 Penalty: 3121.432373
	Iteration 38Q: 3 clusters Score -1866060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1866058.000000 Penalty: 3121.432373
	Iteration 39Q: 3 clusters Score -1866058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1866060.375000 Penalty: 3121.432373
	Iteration 40F: 3 clusters Score -1866060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1866061.750000 Penalty: 3121.432373
	Iteration 41Q: 3 clusters Score -1866062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1866063.125000 Penalty: 3121.432373
	Iteration 42Q: 3 clusters Score -1866063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1866062.625000 Penalty: 3121.432373
	Iteration 43Q: 3 clusters Score -1866063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1866062.500000 Penalty: 3121.432373
	Iteration 44Q: 3 clusters Score -1866062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1866061.375000 Penalty: 3121.432373
	Iteration 45Q: 3 clusters Score -1866061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1866062.500000 Penalty: 3121.432373
	Iteration 46Q: 3 clusters Score -1866062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1866062.500000 Penalty: 3121.432373
	Iteration 47F: 3 clusters Score -1866062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (130881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130881 members 
Entering Unmasked Estep 
Score: -16730173.000000 Penalty: 1914.582031
	Iteration 0F: 2 clusters Score -1.673017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -16647910.000000 Penalty: 3829.164062
	Iteration 0F: 3 clusters Score -1.664791e+07 nChanged 63062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 66589 members 
Entering Unmasked Estep 
Score: -16685978.000000 Penalty: 3829.164062
	Iteration 1F: 3 clusters Score -1.668598e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64189 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -16687658.000000 Penalty: 3829.164062
	Iteration 2Q: 3 clusters Score -1.668766e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -16689972.000000 Penalty: 3829.164062
	Iteration 3Q: 3 clusters Score -1.668997e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -16692842.000000 Penalty: 3829.164062
	Iteration 4Q: 3 clusters Score -1.669284e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 68299 members 
Entering Unmasked Estep 
Score: -16695929.000000 Penalty: 3829.164062
	Iteration 5F: 3 clusters Score -1.669593e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -16699135.000000 Penalty: 3829.164062
	Iteration 6F: 3 clusters Score -1.669914e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -16702356.000000 Penalty: 3829.164062
	Iteration 7F: 3 clusters Score -1.670236e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56006 members 
Mstep: Class 2 contains 74875 members 
Entering Unmasked Estep 
Score: -16705091.000000 Penalty: 3829.164062
	Iteration 8Q: 3 clusters Score -1.670509e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 78687 members 
Entering Unmasked Estep 
Score: -16707590.000000 Penalty: 3829.164062
	Iteration 9Q: 3 clusters Score -1.670759e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 83358 members 
Entering Unmasked Estep 
Score: -16709999.000000 Penalty: 3829.164062
	Iteration 10Q: 3 clusters Score -1.671e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -16712656.000000 Penalty: 3829.164062
	Iteration 11Q: 3 clusters Score -1.671266e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 94724 members 
Entering Unmasked Estep 
Score: -16715579.000000 Penalty: 3829.164062
	Iteration 12Q: 3 clusters Score -1.671558e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 101059 members 
Entering Unmasked Estep 
Score: -16718752.000000 Penalty: 3829.164062
	Iteration 13Q: 3 clusters Score -1.671875e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 107199 members 
Entering Unmasked Estep 
Score: -16721907.000000 Penalty: 3829.164062
	Iteration 14Q: 3 clusters Score -1.672191e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 112696 members 
Entering Unmasked Estep 
Score: -16725176.000000 Penalty: 3829.164062
	Iteration 15Q: 3 clusters Score -1.672518e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 117413 members 
Entering Unmasked Estep 
Score: -16727899.000000 Penalty: 3829.164062
	Iteration 16Q: 3 clusters Score -1.67279e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 121122 members 
Entering Unmasked Estep 
Score: -16729560.000000 Penalty: 3829.164062
	Iteration 17Q: 3 clusters Score -1.672956e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 123753 members 
Entering Unmasked Estep 
Score: -16730398.000000 Penalty: 3829.164062
	Iteration 18Q: 3 clusters Score -1.67304e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 125543 members 
Entering Unmasked Estep 
Score: -16730759.000000 Penalty: 3829.164062
	Iteration 19Q: 3 clusters Score -1.673076e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 126665 members 
Entering Unmasked Estep 
Score: -16731057.000000 Penalty: 3829.164062
	Iteration 20F: 3 clusters Score -1.673106e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 127317 members 
Entering Unmasked Estep 
Score: -16731243.000000 Penalty: 3829.164062
	Iteration 21Q: 3 clusters Score -1.673124e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 127737 members 
Entering Unmasked Estep 
Score: -16731374.000000 Penalty: 3829.164062
	Iteration 22Q: 3 clusters Score -1.673137e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 127978 members 
Entering Unmasked Estep 
Score: -16731365.000000 Penalty: 3829.164062
	Iteration 23Q: 3 clusters Score -1.673136e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 128131 members 
Entering Unmasked Estep 
Score: -16731362.000000 Penalty: 3829.164062
	Iteration 24Q: 3 clusters Score -1.673136e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 128237 members 
Entering Unmasked Estep 
Score: -16731364.000000 Penalty: 3829.164062
	Iteration 25Q: 3 clusters Score -1.673136e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 128318 members 
Entering Unmasked Estep 
Score: -16731352.000000 Penalty: 3829.164062
	Iteration 26Q: 3 clusters Score -1.673135e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 128382 members 
Entering Unmasked Estep 
Score: -16731357.000000 Penalty: 3829.164062
	Iteration 27Q: 3 clusters Score -1.673136e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 128442 members 
Entering Unmasked Estep 
Score: -16731334.000000 Penalty: 3829.164062
	Iteration 28Q: 3 clusters Score -1.673133e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 128476 members 
Entering Unmasked Estep 
Score: -16731351.000000 Penalty: 3829.164062
	Iteration 29Q: 3 clusters Score -1.673135e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 128502 members 
Entering Unmasked Estep 
Score: -16731315.000000 Penalty: 3829.164062
	Iteration 30Q: 3 clusters Score -1.673132e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 128530 members 
Entering Unmasked Estep 
Score: -16731299.000000 Penalty: 3829.164062
	Iteration 31Q: 3 clusters Score -1.67313e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 128537 members 
Entering Unmasked Estep 
Score: -16731307.000000 Penalty: 3829.164062
	Iteration 32Q: 3 clusters Score -1.673131e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 128541 members 
Entering Unmasked Estep 
Score: -16731318.000000 Penalty: 3829.164062
	Iteration 33Q: 3 clusters Score -1.673132e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 128547 members 
Entering Unmasked Estep 
Score: -16731322.000000 Penalty: 3829.164062
	Iteration 34Q: 3 clusters Score -1.673132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 128547 members 
Entering Unmasked Estep 
Score: -16731334.000000 Penalty: 3829.164062
	Iteration 35Q: 3 clusters Score -1.673133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 128547 members 
Entering Unmasked Estep 
Score: -16731336.000000 Penalty: 3829.164062
	Iteration 36Q: 3 clusters Score -1.673134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 128550 members 
Entering Unmasked Estep 
Score: -16731331.000000 Penalty: 3829.164062
	Iteration 37Q: 3 clusters Score -1.673133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 128553 members 
Entering Unmasked Estep 
Score: -16731340.000000 Penalty: 3829.164062
	Iteration 38Q: 3 clusters Score -1.673134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 128559 members 
Entering Unmasked Estep 
Score: -16731331.000000 Penalty: 3829.164062
	Iteration 39Q: 3 clusters Score -1.673133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 128562 members 
Entering Unmasked Estep 
Score: -16731322.000000 Penalty: 3829.164062
	Iteration 40F: 3 clusters Score -1.673132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 128568 members 
Entering Unmasked Estep 
Score: -16731312.000000 Penalty: 3829.164062
	Iteration 41Q: 3 clusters Score -1.673131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 128575 members 
Entering Unmasked Estep 
Score: -16731311.000000 Penalty: 3829.164062
	Iteration 42Q: 3 clusters Score -1.673131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 128580 members 
Entering Unmasked Estep 
Score: -16731330.000000 Penalty: 3829.164062
	Iteration 43Q: 3 clusters Score -1.673133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 128587 members 
Entering Unmasked Estep 
Score: -16731314.000000 Penalty: 3829.164062
	Iteration 44Q: 3 clusters Score -1.673131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 128588 members 
Entering Unmasked Estep 
Score: -16731313.000000 Penalty: 3829.164062
	Iteration 45Q: 3 clusters Score -1.673131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 128587 members 
Entering Unmasked Estep 
Score: -16731316.000000 Penalty: 3829.164062
	Iteration 46Q: 3 clusters Score -1.673132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 128587 members 
Entering Unmasked Estep 
Score: -16731311.000000 Penalty: 3829.164062
	Iteration 47Q: 3 clusters Score -1.673131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 128588 members 
Entering Unmasked Estep 
Score: -16731313.000000 Penalty: 3829.164062
	Iteration 48Q: 3 clusters Score -1.673131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 128590 members 
Entering Unmasked Estep 
Score: -16731314.000000 Penalty: 3829.164062
	Iteration 49Q: 3 clusters Score -1.673131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 128593 members 
Entering Unmasked Estep 
Score: -16731312.000000 Penalty: 3829.164062
	Iteration 50Q: 3 clusters Score -1.673131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 128596 members 
Entering Unmasked Estep 
Score: -16731307.000000 Penalty: 3829.164062
	Iteration 51Q: 3 clusters Score -1.673131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 128596 members 
Entering Unmasked Estep 
Score: -16731299.000000 Penalty: 3829.164062
	Iteration 52Q: 3 clusters Score -1.67313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 128598 members 
Entering Unmasked Estep 
Score: -16731295.000000 Penalty: 3829.164062
	Iteration 53Q: 3 clusters Score -1.67313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 128600 members 
Entering Unmasked Estep 
Score: -16731294.000000 Penalty: 3829.164062
	Iteration 54Q: 3 clusters Score -1.673129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 128600 members 
Entering Unmasked Estep 
Score: -16731294.000000 Penalty: 3829.164062
	Iteration 55F: 3 clusters Score -1.673129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18873 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 28537 members 
Mstep: Class 7 contains 86947 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11853 members 
Mstep: Class 10 contains 53941 members 
Mstep: Class 11 contains 139753 members 
Mstep: Class 12 contains 38025 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 6207 members 
Mstep: Class 15 contains 10288 members 
Mstep: Class 16 contains 27531 members 
Mstep: Class 17 contains 6488 members 
Mstep: Class 18 contains 7774 members 
Mstep: Class 19 contains 14830 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 6066 members 
Mstep: Class 22 contains 55389 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 36813 members 
Mstep: Class 28 contains 5367 members 
Mstep: Class 29 contains 121636 members 
Mstep: Class 30 contains 6352 members 
Mstep: Class 31 contains 17236 members 
Mstep: Class 32 contains 9859 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 128600 members 
Entering Unmasked Estep 
Score: -108940952.000000 Penalty: 75654.937500
Splitting cluster 20 changes total score from -108939224.000000 to -108940952.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (6066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Entering Unmasked Estep 
Score: -695287.500000 Penalty: 1415.448975
	Iteration 0F: 2 clusters Score -695287.5 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 3072 members 
Entering Unmasked Estep 
Score: -690649.250000 Penalty: 2830.897949
	Iteration 0F: 3 clusters Score -690649.2 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -692101.562500 Penalty: 2830.897949
	Iteration 1F: 3 clusters Score -692101.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -692363.625000 Penalty: 2830.897949
	Iteration 2F: 3 clusters Score -692363.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -692588.687500 Penalty: 2830.897949
	Iteration 3F: 3 clusters Score -692588.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -692790.500000 Penalty: 2830.897949
	Iteration 4F: 3 clusters Score -692790.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -693004.187500 Penalty: 2830.897949
	Iteration 5F: 3 clusters Score -693004.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -693221.812500 Penalty: 2830.897949
	Iteration 6F: 3 clusters Score -693221.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -693390.750000 Penalty: 2830.897949
	Iteration 7Q: 3 clusters Score -693390.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -693547.750000 Penalty: 2830.897949
	Iteration 8Q: 3 clusters Score -693547.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -693677.187500 Penalty: 2830.897949
	Iteration 9Q: 3 clusters Score -693677.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -693754.812500 Penalty: 2830.897949
	Iteration 10Q: 3 clusters Score -693754.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -693819.250000 Penalty: 2830.897949
	Iteration 11Q: 3 clusters Score -693819.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -693867.625000 Penalty: 2830.897949
	Iteration 12Q: 3 clusters Score -693867.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -693906.187500 Penalty: 2830.897949
	Iteration 13Q: 3 clusters Score -693906.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -693945.687500 Penalty: 2830.897949
	Iteration 14Q: 3 clusters Score -693945.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -693980.750000 Penalty: 2830.897949
	Iteration 15Q: 3 clusters Score -693980.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -694011.437500 Penalty: 2830.897949
	Iteration 16Q: 3 clusters Score -694011.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -694042.375000 Penalty: 2830.897949
	Iteration 17Q: 3 clusters Score -694042.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -694072.750000 Penalty: 2830.897949
	Iteration 18Q: 3 clusters Score -694072.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -694099.687500 Penalty: 2830.897949
	Iteration 19Q: 3 clusters Score -694099.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -694137.625000 Penalty: 2830.897949
	Iteration 20F: 3 clusters Score -694137.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -694164.937500 Penalty: 2830.897949
	Iteration 21Q: 3 clusters Score -694164.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -694189.812500 Penalty: 2830.897949
	Iteration 22Q: 3 clusters Score -694189.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -694213.937500 Penalty: 2830.897949
	Iteration 23Q: 3 clusters Score -694213.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -694238.937500 Penalty: 2830.897949
	Iteration 24Q: 3 clusters Score -694238.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -694276.375000 Penalty: 2830.897949
	Iteration 25Q: 3 clusters Score -694276.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -694309.375000 Penalty: 2830.897949
	Iteration 26Q: 3 clusters Score -694309.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -694330.437500 Penalty: 2830.897949
	Iteration 27Q: 3 clusters Score -694330.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -694352.625000 Penalty: 2830.897949
	Iteration 28Q: 3 clusters Score -694352.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -694375.500000 Penalty: 2830.897949
	Iteration 29Q: 3 clusters Score -694375.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -694388.937500 Penalty: 2830.897949
	Iteration 30Q: 3 clusters Score -694388.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -694400.687500 Penalty: 2830.897949
	Iteration 31Q: 3 clusters Score -694400.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -694415.437500 Penalty: 2830.897949
	Iteration 32Q: 3 clusters Score -694415.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -694425.312500 Penalty: 2830.897949
	Iteration 33Q: 3 clusters Score -694425.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -694433.687500 Penalty: 2830.897949
	Iteration 34Q: 3 clusters Score -694433.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -694444.875000 Penalty: 2830.897949
	Iteration 35Q: 3 clusters Score -694444.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -694457.687500 Penalty: 2830.897949
	Iteration 36Q: 3 clusters Score -694457.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -694471.125000 Penalty: 2830.897949
	Iteration 37Q: 3 clusters Score -694471.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -694482.625000 Penalty: 2830.897949
	Iteration 38Q: 3 clusters Score -694482.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -694495.125000 Penalty: 2830.897949
	Iteration 39Q: 3 clusters Score -694495.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -694506.187500 Penalty: 2830.897949
	Iteration 40F: 3 clusters Score -694506.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -694517.750000 Penalty: 2830.897949
	Iteration 41Q: 3 clusters Score -694517.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -694528.062500 Penalty: 2830.897949
	Iteration 42Q: 3 clusters Score -694528.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -694534.812500 Penalty: 2830.897949
	Iteration 43Q: 3 clusters Score -694534.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -694542.062500 Penalty: 2830.897949
	Iteration 44Q: 3 clusters Score -694542.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -694549.875000 Penalty: 2830.897949
	Iteration 45Q: 3 clusters Score -694549.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -694556.062500 Penalty: 2830.897949
	Iteration 46Q: 3 clusters Score -694556.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -694565.500000 Penalty: 2830.897949
	Iteration 47Q: 3 clusters Score -694565.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -694574.437500 Penalty: 2830.897949
	Iteration 48Q: 3 clusters Score -694574.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -694583.687500 Penalty: 2830.897949
	Iteration 49Q: 3 clusters Score -694583.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -694592.875000 Penalty: 2830.897949
	Iteration 50Q: 3 clusters Score -694592.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -694604.437500 Penalty: 2830.897949
	Iteration 51Q: 3 clusters Score -694604.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -694617.000000 Penalty: 2830.897949
	Iteration 52Q: 3 clusters Score -694617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -694620.625000 Penalty: 2830.897949
	Iteration 53Q: 3 clusters Score -694620.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -694623.500000 Penalty: 2830.897949
	Iteration 54Q: 3 clusters Score -694623.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -694629.875000 Penalty: 2830.897949
	Iteration 55Q: 3 clusters Score -694629.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -694630.875000 Penalty: 2830.897949
	Iteration 56Q: 3 clusters Score -694630.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -694632.812500 Penalty: 2830.897949
	Iteration 57Q: 3 clusters Score -694632.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -694634.750000 Penalty: 2830.897949
	Iteration 58Q: 3 clusters Score -694634.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -694636.687500 Penalty: 2830.897949
	Iteration 59Q: 3 clusters Score -694636.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -694639.062500 Penalty: 2830.897949
	Iteration 60F: 3 clusters Score -694639.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -694642.562500 Penalty: 2830.897949
	Iteration 61Q: 3 clusters Score -694642.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -694642.875000 Penalty: 2830.897949
	Iteration 62Q: 3 clusters Score -694642.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -694646.187500 Penalty: 2830.897949
	Iteration 63Q: 3 clusters Score -694646.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -694651.062500 Penalty: 2830.897949
	Iteration 64Q: 3 clusters Score -694651.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -694654.062500 Penalty: 2830.897949
	Iteration 65Q: 3 clusters Score -694654.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -694658.125000 Penalty: 2830.897949
	Iteration 66Q: 3 clusters Score -694658.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -694663.000000 Penalty: 2830.897949
	Iteration 67Q: 3 clusters Score -694663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -694665.812500 Penalty: 2830.897949
	Iteration 68Q: 3 clusters Score -694665.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -694669.687500 Penalty: 2830.897949
	Iteration 69Q: 3 clusters Score -694669.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -694673.812500 Penalty: 2830.897949
	Iteration 70Q: 3 clusters Score -694673.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -694675.437500 Penalty: 2830.897949
	Iteration 71Q: 3 clusters Score -694675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -694675.562500 Penalty: 2830.897949
	Iteration 72Q: 3 clusters Score -694675.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -694676.250000 Penalty: 2830.897949
	Iteration 73Q: 3 clusters Score -694676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -694677.187500 Penalty: 2830.897949
	Iteration 74Q: 3 clusters Score -694677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -694678.312500 Penalty: 2830.897949
	Iteration 75Q: 3 clusters Score -694678.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -694678.687500 Penalty: 2830.897949
	Iteration 76Q: 3 clusters Score -694678.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -694680.125000 Penalty: 2830.897949
	Iteration 77Q: 3 clusters Score -694680.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -694680.875000 Penalty: 2830.897949
	Iteration 78Q: 3 clusters Score -694680.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -694682.000000 Penalty: 2830.897949
	Iteration 79Q: 3 clusters Score -694682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -694683.000000 Penalty: 2830.897949
	Iteration 80F: 3 clusters Score -694683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -694683.687500 Penalty: 2830.897949
	Iteration 81Q: 3 clusters Score -694683.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -694683.687500 Penalty: 2830.897949
	Iteration 82F: 3 clusters Score -694683.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Entering Unmasked Estep 
Score: -7008591.000000 Penalty: 1774.847168
	Iteration 0F: 2 clusters Score -7008591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -6971714.000000 Penalty: 3549.694336
	Iteration 0F: 3 clusters Score -6971714 nChanged 25949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -6986677.500000 Penalty: 3549.694336
	Iteration 1F: 3 clusters Score -6986678 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -6987257.000000 Penalty: 3549.694336
	Iteration 2Q: 3 clusters Score -6987257 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -6987864.000000 Penalty: 3549.694336
	Iteration 3Q: 3 clusters Score -6987864 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -6988619.000000 Penalty: 3549.694336
	Iteration 4Q: 3 clusters Score -6988619 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -6989732.500000 Penalty: 3549.694336
	Iteration 5Q: 3 clusters Score -6989732 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -6991396.000000 Penalty: 3549.694336
	Iteration 6F: 3 clusters Score -6991396 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -6993951.500000 Penalty: 3549.694336
	Iteration 7F: 3 clusters Score -6993952 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -6997268.000000 Penalty: 3549.694336
	Iteration 8F: 3 clusters Score -6997268 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -7000971.000000 Penalty: 3549.694336
	Iteration 9F: 3 clusters Score -7000971 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -7004003.000000 Penalty: 3549.694336
	Iteration 10F: 3 clusters Score -7004003 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -7005707.000000 Penalty: 3549.694336
	Iteration 11Q: 3 clusters Score -7005707 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -7006450.000000 Penalty: 3549.694336
	Iteration 12Q: 3 clusters Score -7006450 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -7006733.000000 Penalty: 3549.694336
	Iteration 13Q: 3 clusters Score -7006733 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -7006840.000000 Penalty: 3549.694336
	Iteration 14Q: 3 clusters Score -7006840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -7006902.500000 Penalty: 3549.694336
	Iteration 15Q: 3 clusters Score -7006902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -7006950.500000 Penalty: 3549.694336
	Iteration 16Q: 3 clusters Score -7006950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -7006993.500000 Penalty: 3549.694336
	Iteration 17Q: 3 clusters Score -7006994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -7007036.000000 Penalty: 3549.694336
	Iteration 18Q: 3 clusters Score -7007036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -7007057.500000 Penalty: 3549.694336
	Iteration 19Q: 3 clusters Score -7007058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -7007065.000000 Penalty: 3549.694336
	Iteration 20F: 3 clusters Score -7007065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -7007072.500000 Penalty: 3549.694336
	Iteration 21Q: 3 clusters Score -7007072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -7007077.000000 Penalty: 3549.694336
	Iteration 22Q: 3 clusters Score -7007077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -7007077.000000 Penalty: 3549.694336
	Iteration 23F: 3 clusters Score -7007077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -311894.468750 Penalty: 1277.280029
	Iteration 0F: 2 clusters Score -311894.5 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 1255 members 
Entering Unmasked Estep 
Score: -309439.593750 Penalty: 2554.560059
	Iteration 0F: 3 clusters Score -309439.6 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -310018.875000 Penalty: 2554.560059
	Iteration 1F: 3 clusters Score -310018.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -310190.843750 Penalty: 2554.560059
	Iteration 2F: 3 clusters Score -310190.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -310290.593750 Penalty: 2554.560059
	Iteration 3F: 3 clusters Score -310290.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -310348.406250 Penalty: 2554.560059
	Iteration 4Q: 3 clusters Score -310348.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -310388.218750 Penalty: 2554.560059
	Iteration 5Q: 3 clusters Score -310388.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -310420.968750 Penalty: 2554.560059
	Iteration 6Q: 3 clusters Score -310421 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -310446.656250 Penalty: 2554.560059
	Iteration 7Q: 3 clusters Score -310446.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -310478.218750 Penalty: 2554.560059
	Iteration 8Q: 3 clusters Score -310478.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -310504.750000 Penalty: 2554.560059
	Iteration 9Q: 3 clusters Score -310504.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -310531.156250 Penalty: 2554.560059
	Iteration 10Q: 3 clusters Score -310531.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -310563.437500 Penalty: 2554.560059
	Iteration 11Q: 3 clusters Score -310563.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -310592.562500 Penalty: 2554.560059
	Iteration 12Q: 3 clusters Score -310592.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -310620.375000 Penalty: 2554.560059
	Iteration 13Q: 3 clusters Score -310620.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -310654.062500 Penalty: 2554.560059
	Iteration 14Q: 3 clusters Score -310654.1 nChanged 42
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: -310680.062500 Penalty: 2554.560059
	Iteration 15Q: 3 clusters Score -310680.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -310700.281250 Penalty: 2554.560059
	Iteration 16Q: 3 clusters Score -310700.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -310719.218750 Penalty: 2554.560059
	Iteration 17Q: 3 clusters Score -310719.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -310738.468750 Penalty: 2554.560059
	Iteration 18Q: 3 clusters Score -310738.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -310755.781250 Penalty: 2554.560059
	Iteration 19Q: 3 clusters Score -310755.8 nChanged 24
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: -310770.687500 Penalty: 2554.560059
	Iteration 20F: 3 clusters Score -310770.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -310790.843750 Penalty: 2554.560059
	Iteration 21Q: 3 clusters Score -310790.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -310813.625000 Penalty: 2554.560059
	Iteration 22Q: 3 clusters Score -310813.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -310835.125000 Penalty: 2554.560059
	Iteration 23Q: 3 clusters Score -310835.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -310852.375000 Penalty: 2554.560059
	Iteration 24Q: 3 clusters Score -310852.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -310873.812500 Penalty: 2554.560059
	Iteration 25Q: 3 clusters Score -310873.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -310890.500000 Penalty: 2554.560059
	Iteration 26Q: 3 clusters Score -310890.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -310905.687500 Penalty: 2554.560059
	Iteration 27Q: 3 clusters Score -310905.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -310921.156250 Penalty: 2554.560059
	Iteration 28Q: 3 clusters Score -310921.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -310929.062500 Penalty: 2554.560059
	Iteration 29Q: 3 clusters Score -310929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -310933.125000 Penalty: 2554.560059
	Iteration 30Q: 3 clusters Score -310933.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -310935.812500 Penalty: 2554.560059
	Iteration 31Q: 3 clusters Score -310935.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -310938.656250 Penalty: 2554.560059
	Iteration 32Q: 3 clusters Score -310938.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -310939.937500 Penalty: 2554.560059
	Iteration 33Q: 3 clusters Score -310939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -310940.437500 Penalty: 2554.560059
	Iteration 34Q: 3 clusters Score -310940.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -310940.437500 Penalty: 2554.560059
	Iteration 35F: 3 clusters Score -310940.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -24165.902344 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -24165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23397.556641 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -23397.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23486.146484 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -23486.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23539.912109 Penalty: 1765.959717
	Iteration 2F: 3 clusters Score -23539.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23556.035156 Penalty: 1765.959717
	Iteration 3Q: 3 clusters Score -23556.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23579.554688 Penalty: 1765.959717
	Iteration 4Q: 3 clusters Score -23579.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23587.773438 Penalty: 1765.959717
	Iteration 5Q: 3 clusters Score -23587.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23592.433594 Penalty: 1765.959717
	Iteration 6Q: 3 clusters Score -23592.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23592.433594 Penalty: 1765.959717
	Iteration 7F: 3 clusters Score -23592.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Entering Unmasked Estep 
Score: -420394.437500 Penalty: 1345.285767
	Iteration 0F: 2 clusters Score -420394.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -417107.656250 Penalty: 2690.571533
	Iteration 0F: 3 clusters Score -417107.7 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -418171.500000 Penalty: 2690.571533
	Iteration 1F: 3 clusters Score -418171.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -418501.000000 Penalty: 2690.571533
	Iteration 2F: 3 clusters Score -418501 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -418781.031250 Penalty: 2690.571533
	Iteration 3F: 3 clusters Score -418781 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -419014.406250 Penalty: 2690.571533
	Iteration 4F: 3 clusters Score -419014.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -419229.906250 Penalty: 2690.571533
	Iteration 5F: 3 clusters Score -419229.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -419425.468750 Penalty: 2690.571533
	Iteration 6F: 3 clusters Score -419425.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -419624.312500 Penalty: 2690.571533
	Iteration 7Q: 3 clusters Score -419624.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -419832.031250 Penalty: 2690.571533
	Iteration 8Q: 3 clusters Score -419832 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -419973.281250 Penalty: 2690.571533
	Iteration 9Q: 3 clusters Score -419973.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -420066.343750 Penalty: 2690.571533
	Iteration 10Q: 3 clusters Score -420066.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -420110.031250 Penalty: 2690.571533
	Iteration 11Q: 3 clusters Score -420110 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -420139.562500 Penalty: 2690.571533
	Iteration 12Q: 3 clusters Score -420139.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -420161.125000 Penalty: 2690.571533
	Iteration 13Q: 3 clusters Score -420161.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -420172.687500 Penalty: 2690.571533
	Iteration 14Q: 3 clusters Score -420172.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -420181.812500 Penalty: 2690.571533
	Iteration 15Q: 3 clusters Score -420181.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -420190.625000 Penalty: 2690.571533
	Iteration 16Q: 3 clusters Score -420190.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -420192.562500 Penalty: 2690.571533
	Iteration 17Q: 3 clusters Score -420192.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -420195.218750 Penalty: 2690.571533
	Iteration 18Q: 3 clusters Score -420195.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -420195.718750 Penalty: 2690.571533
	Iteration 19Q: 3 clusters Score -420195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -420196.906250 Penalty: 2690.571533
	Iteration 20F: 3 clusters Score -420196.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -420197.906250 Penalty: 2690.571533
	Iteration 21Q: 3 clusters Score -420197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -420198.375000 Penalty: 2690.571533
	Iteration 22Q: 3 clusters Score -420198.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -420198.375000 Penalty: 2690.571533
	Iteration 23F: 3 clusters Score -420198.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -547670.562500 Penalty: 1374.506836
	Iteration 0F: 2 clusters Score -547670.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -543856.937500 Penalty: 2749.013672
	Iteration 0F: 3 clusters Score -543856.9 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -544974.687500 Penalty: 2749.013672
	Iteration 1F: 3 clusters Score -544974.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -545234.812500 Penalty: 2749.013672
	Iteration 2F: 3 clusters Score -545234.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -545435.750000 Penalty: 2749.013672
	Iteration 3F: 3 clusters Score -545435.8 nChanged 256
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: -545610.312500 Penalty: 2749.013672
	Iteration 4F: 3 clusters Score -545610.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -545765.250000 Penalty: 2749.013672
	Iteration 5F: 3 clusters Score -545765.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -545865.875000 Penalty: 2749.013672
	Iteration 6Q: 3 clusters Score -545865.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -545944.312500 Penalty: 2749.013672
	Iteration 7Q: 3 clusters Score -545944.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -546006.125000 Penalty: 2749.013672
	Iteration 8Q: 3 clusters Score -546006.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -546062.000000 Penalty: 2749.013672
	Iteration 9Q: 3 clusters Score -546062 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -546113.437500 Penalty: 2749.013672
	Iteration 10Q: 3 clusters Score -546113.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -546158.000000 Penalty: 2749.013672
	Iteration 11Q: 3 clusters Score -546158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -546193.750000 Penalty: 2749.013672
	Iteration 12Q: 3 clusters Score -546193.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -546228.750000 Penalty: 2749.013672
	Iteration 13Q: 3 clusters Score -546228.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -546261.625000 Penalty: 2749.013672
	Iteration 14Q: 3 clusters Score -546261.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -546298.250000 Penalty: 2749.013672
	Iteration 15Q: 3 clusters Score -546298.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -546333.875000 Penalty: 2749.013672
	Iteration 16Q: 3 clusters Score -546333.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -546358.437500 Penalty: 2749.013672
	Iteration 17Q: 3 clusters Score -546358.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -546379.937500 Penalty: 2749.013672
	Iteration 18Q: 3 clusters Score -546379.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -546393.250000 Penalty: 2749.013672
	Iteration 19Q: 3 clusters Score -546393.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -546409.000000 Penalty: 2749.013672
	Iteration 20F: 3 clusters Score -546409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -546419.687500 Penalty: 2749.013672
	Iteration 21Q: 3 clusters Score -546419.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -546431.250000 Penalty: 2749.013672
	Iteration 22Q: 3 clusters Score -546431.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -546443.812500 Penalty: 2749.013672
	Iteration 23Q: 3 clusters Score -546443.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -546457.500000 Penalty: 2749.013672
	Iteration 24Q: 3 clusters Score -546457.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -546467.062500 Penalty: 2749.013672
	Iteration 25Q: 3 clusters Score -546467.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -546479.062500 Penalty: 2749.013672
	Iteration 26Q: 3 clusters Score -546479.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -546489.437500 Penalty: 2749.013672
	Iteration 27Q: 3 clusters Score -546489.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -546500.437500 Penalty: 2749.013672
	Iteration 28Q: 3 clusters Score -546500.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -546507.562500 Penalty: 2749.013672
	Iteration 29Q: 3 clusters Score -546507.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -546512.625000 Penalty: 2749.013672
	Iteration 30Q: 3 clusters Score -546512.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -546516.375000 Penalty: 2749.013672
	Iteration 31Q: 3 clusters Score -546516.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -546521.687500 Penalty: 2749.013672
	Iteration 32Q: 3 clusters Score -546521.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -546522.687500 Penalty: 2749.013672
	Iteration 33Q: 3 clusters Score -546522.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -546524.500000 Penalty: 2749.013672
	Iteration 34Q: 3 clusters Score -546524.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -546524.250000 Penalty: 2749.013672
	Iteration 35Q: 3 clusters Score -546524.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -546525.562500 Penalty: 2749.013672
	Iteration 36Q: 3 clusters Score -546525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -546529.187500 Penalty: 2749.013672
	Iteration 37Q: 3 clusters Score -546529.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -546530.562500 Penalty: 2749.013672
	Iteration 38Q: 3 clusters Score -546530.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -546535.687500 Penalty: 2749.013672
	Iteration 39Q: 3 clusters Score -546535.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -546539.562500 Penalty: 2749.013672
	Iteration 40F: 3 clusters Score -546539.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -546543.437500 Penalty: 2749.013672
	Iteration 41Q: 3 clusters Score -546543.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -546546.812500 Penalty: 2749.013672
	Iteration 42Q: 3 clusters Score -546546.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -546551.750000 Penalty: 2749.013672
	Iteration 43Q: 3 clusters Score -546551.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -546554.437500 Penalty: 2749.013672
	Iteration 44Q: 3 clusters Score -546554.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -546556.562500 Penalty: 2749.013672
	Iteration 45Q: 3 clusters Score -546556.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -546558.812500 Penalty: 2749.013672
	Iteration 46Q: 3 clusters Score -546558.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -546560.000000 Penalty: 2749.013672
	Iteration 47Q: 3 clusters Score -546560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -546560.562500 Penalty: 2749.013672
	Iteration 48Q: 3 clusters Score -546560.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -546560.562500 Penalty: 2749.013672
	Iteration 49F: 3 clusters Score -546560.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (36813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Entering Unmasked Estep 
Score: -4663045.500000 Penalty: 1708.460938
	Iteration 0F: 2 clusters Score -4663046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -4638243.000000 Penalty: 3416.921875
	Iteration 0F: 3 clusters Score -4638243 nChanged 17152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4647965.500000 Penalty: 3416.921875
	Iteration 1F: 3 clusters Score -4647966 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -4648414.500000 Penalty: 3416.921875
	Iteration 2Q: 3 clusters Score -4648414 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -4648935.000000 Penalty: 3416.921875
	Iteration 3Q: 3 clusters Score -4648935 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -4649549.000000 Penalty: 3416.921875
	Iteration 4Q: 3 clusters Score -4649549 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -4650319.500000 Penalty: 3416.921875
	Iteration 5Q: 3 clusters Score -4650320 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -4651244.000000 Penalty: 3416.921875
	Iteration 6F: 3 clusters Score -4651244 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -4652313.500000 Penalty: 3416.921875
	Iteration 7F: 3 clusters Score -4652314 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -4653459.500000 Penalty: 3416.921875
	Iteration 8F: 3 clusters Score -4653460 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4654436.500000 Penalty: 3416.921875
	Iteration 9F: 3 clusters Score -4654436 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -4655183.500000 Penalty: 3416.921875
	Iteration 10Q: 3 clusters Score -4655184 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -4655746.000000 Penalty: 3416.921875
	Iteration 11Q: 3 clusters Score -4655746 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -4656219.000000 Penalty: 3416.921875
	Iteration 12Q: 3 clusters Score -4656219 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -4656586.500000 Penalty: 3416.921875
	Iteration 13Q: 3 clusters Score -4656586 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4656940.000000 Penalty: 3416.921875
	Iteration 14Q: 3 clusters Score -4656940 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -4657324.000000 Penalty: 3416.921875
	Iteration 15Q: 3 clusters Score -4657324 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -4657825.000000 Penalty: 3416.921875
	Iteration 16Q: 3 clusters Score -4657825 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -4658447.000000 Penalty: 3416.921875
	Iteration 17Q: 3 clusters Score -4658447 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4659016.000000 Penalty: 3416.921875
	Iteration 18Q: 3 clusters Score -4659016 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -4659454.500000 Penalty: 3416.921875
	Iteration 19Q: 3 clusters Score -4659454 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -4659680.500000 Penalty: 3416.921875
	Iteration 20F: 3 clusters Score -4659680 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -4659789.000000 Penalty: 3416.921875
	Iteration 21Q: 3 clusters Score -4659789 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -4659902.000000 Penalty: 3416.921875
	Iteration 22Q: 3 clusters Score -4659902 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -4659990.500000 Penalty: 3416.921875
	Iteration 23Q: 3 clusters Score -4659990 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -4660041.000000 Penalty: 3416.921875
	Iteration 24Q: 3 clusters Score -4660041 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -4660062.500000 Penalty: 3416.921875
	Iteration 25Q: 3 clusters Score -4660062 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -4660090.500000 Penalty: 3416.921875
	Iteration 26Q: 3 clusters Score -4660090 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -4660125.000000 Penalty: 3416.921875
	Iteration 27Q: 3 clusters Score -4660125 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -4660157.500000 Penalty: 3416.921875
	Iteration 28Q: 3 clusters Score -4660158 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -4660188.500000 Penalty: 3416.921875
	Iteration 29Q: 3 clusters Score -4660188 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4660212.500000 Penalty: 3416.921875
	Iteration 30Q: 3 clusters Score -4660212 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -4660239.500000 Penalty: 3416.921875
	Iteration 31Q: 3 clusters Score -4660240 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -4660248.500000 Penalty: 3416.921875
	Iteration 32Q: 3 clusters Score -4660248 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -4660261.000000 Penalty: 3416.921875
	Iteration 33Q: 3 clusters Score -4660261 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -4660290.500000 Penalty: 3416.921875
	Iteration 34Q: 3 clusters Score -4660290 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -4660312.000000 Penalty: 3416.921875
	Iteration 35Q: 3 clusters Score -4660312 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -4660309.500000 Penalty: 3416.921875
	Iteration 36Q: 3 clusters Score -4660310 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -4660341.500000 Penalty: 3416.921875
	Iteration 37Q: 3 clusters Score -4660342 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -4660335.500000 Penalty: 3416.921875
	Iteration 38Q: 3 clusters Score -4660336 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -4660333.000000 Penalty: 3416.921875
	Iteration 39Q: 3 clusters Score -4660333 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4660331.500000 Penalty: 3416.921875
	Iteration 40F: 3 clusters Score -4660332 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -4660351.000000 Penalty: 3416.921875
	Iteration 41Q: 3 clusters Score -4660351 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -4660350.500000 Penalty: 3416.921875
	Iteration 42Q: 3 clusters Score -4660350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -4660344.000000 Penalty: 3416.921875
	Iteration 43Q: 3 clusters Score -4660344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -4660347.000000 Penalty: 3416.921875
	Iteration 44Q: 3 clusters Score -4660347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -4660346.500000 Penalty: 3416.921875
	Iteration 45Q: 3 clusters Score -4660346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -4660353.000000 Penalty: 3416.921875
	Iteration 46Q: 3 clusters Score -4660353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -4660356.500000 Penalty: 3416.921875
	Iteration 47Q: 3 clusters Score -4660356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -4660354.500000 Penalty: 3416.921875
	Iteration 48Q: 3 clusters Score -4660354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -4660348.500000 Penalty: 3416.921875
	Iteration 49Q: 3 clusters Score -4660348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -4660347.500000 Penalty: 3416.921875
	Iteration 50Q: 3 clusters Score -4660348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -4660350.500000 Penalty: 3416.921875
	Iteration 51Q: 3 clusters Score -4660350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -4660350.000000 Penalty: 3416.921875
	Iteration 52Q: 3 clusters Score -4660350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -4660343.000000 Penalty: 3416.921875
	Iteration 53Q: 3 clusters Score -4660343 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -4660344.000000 Penalty: 3416.921875
	Iteration 54Q: 3 clusters Score -4660344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -4660340.000000 Penalty: 3416.921875
	Iteration 55Q: 3 clusters Score -4660340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -4660352.000000 Penalty: 3416.921875
	Iteration 56Q: 3 clusters Score -4660352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -4660351.500000 Penalty: 3416.921875
	Iteration 57Q: 3 clusters Score -4660352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -4660350.500000 Penalty: 3416.921875
	Iteration 58Q: 3 clusters Score -4660350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -4660350.500000 Penalty: 3416.921875
	Iteration 59Q: 3 clusters Score -4660350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -4660362.500000 Penalty: 3416.921875
	Iteration 60F: 3 clusters Score -4660362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -4660375.500000 Penalty: 3416.921875
	Iteration 61Q: 3 clusters Score -4660376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -4660365.500000 Penalty: 3416.921875
	Iteration 62Q: 3 clusters Score -4660366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4660371.000000 Penalty: 3416.921875
	Iteration 63Q: 3 clusters Score -4660371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -4660371.000000 Penalty: 3416.921875
	Iteration 64Q: 3 clusters Score -4660371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -4660367.000000 Penalty: 3416.921875
	Iteration 65Q: 3 clusters Score -4660367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -4660376.500000 Penalty: 3416.921875
	Iteration 66Q: 3 clusters Score -4660376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -4660375.000000 Penalty: 3416.921875
	Iteration 67Q: 3 clusters Score -4660375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -4660373.000000 Penalty: 3416.921875
	Iteration 68Q: 3 clusters Score -4660373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -4660376.500000 Penalty: 3416.921875
	Iteration 69Q: 3 clusters Score -4660376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -4660369.000000 Penalty: 3416.921875
	Iteration 70Q: 3 clusters Score -4660369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -4660365.500000 Penalty: 3416.921875
	Iteration 71Q: 3 clusters Score -4660366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -4660360.000000 Penalty: 3416.921875
	Iteration 72Q: 3 clusters Score -4660360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -4660358.000000 Penalty: 3416.921875
	Iteration 73Q: 3 clusters Score -4660358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -4660355.500000 Penalty: 3416.921875
	Iteration 74Q: 3 clusters Score -4660356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4660359.000000 Penalty: 3416.921875
	Iteration 75Q: 3 clusters Score -4660359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -4660365.500000 Penalty: 3416.921875
	Iteration 76Q: 3 clusters Score -4660366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -4660374.000000 Penalty: 3416.921875
	Iteration 77Q: 3 clusters Score -4660374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -4660373.000000 Penalty: 3416.921875
	Iteration 78Q: 3 clusters Score -4660373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -4660377.000000 Penalty: 3416.921875
	Iteration 79Q: 3 clusters Score -4660377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -4660389.000000 Penalty: 3416.921875
	Iteration 80F: 3 clusters Score -4660389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -4660394.000000 Penalty: 3416.921875
	Iteration 81Q: 3 clusters Score -4660394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -4660395.000000 Penalty: 3416.921875
	Iteration 82Q: 3 clusters Score -4660395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -4660391.000000 Penalty: 3416.921875
	Iteration 83Q: 3 clusters Score -4660391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -4660395.500000 Penalty: 3416.921875
	Iteration 84Q: 3 clusters Score -4660396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -4660384.500000 Penalty: 3416.921875
	Iteration 85Q: 3 clusters Score -4660384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -4660383.000000 Penalty: 3416.921875
	Iteration 86Q: 3 clusters Score -4660383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -4660376.000000 Penalty: 3416.921875
	Iteration 87Q: 3 clusters Score -4660376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -4660382.500000 Penalty: 3416.921875
	Iteration 88Q: 3 clusters Score -4660382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -4660377.500000 Penalty: 3416.921875
	Iteration 89Q: 3 clusters Score -4660378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -4660371.000000 Penalty: 3416.921875
	Iteration 90Q: 3 clusters Score -4660371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -4660374.000000 Penalty: 3416.921875
	Iteration 91Q: 3 clusters Score -4660374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -4660377.000000 Penalty: 3416.921875
	Iteration 92Q: 3 clusters Score -4660377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -4660377.500000 Penalty: 3416.921875
	Iteration 93Q: 3 clusters Score -4660378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -4660373.000000 Penalty: 3416.921875
	Iteration 94Q: 3 clusters Score -4660373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -4660375.500000 Penalty: 3416.921875
	Iteration 95Q: 3 clusters Score -4660376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -4660376.500000 Penalty: 3416.921875
	Iteration 96Q: 3 clusters Score -4660376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -4660375.000000 Penalty: 3416.921875
	Iteration 97Q: 3 clusters Score -4660375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -4660371.000000 Penalty: 3416.921875
	Iteration 98Q: 3 clusters Score -4660371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -4660371.500000 Penalty: 3416.921875
	Iteration 99Q: 3 clusters Score -4660372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -4660379.500000 Penalty: 3416.921875
	Iteration 100F: 3 clusters Score -4660380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -4660375.000000 Penalty: 3416.921875
	Iteration 101Q: 3 clusters Score -4660375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -4660374.000000 Penalty: 3416.921875
	Iteration 102Q: 3 clusters Score -4660374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -4660374.000000 Penalty: 3416.921875
	Iteration 103F: 3 clusters Score -4660374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Entering Unmasked Estep 
Score: -679276.750000 Penalty: 1395.553955
	Iteration 0F: 2 clusters Score -679276.8 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 2685 members 
Entering Unmasked Estep 
Score: -675043.312500 Penalty: 2791.107910
	Iteration 0F: 3 clusters Score -675043.3 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -676289.562500 Penalty: 2791.107910
	Iteration 1F: 3 clusters Score -676289.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -676586.625000 Penalty: 2791.107910
	Iteration 2F: 3 clusters Score -676586.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -676863.187500 Penalty: 2791.107910
	Iteration 3F: 3 clusters Score -676863.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -677131.875000 Penalty: 2791.107910
	Iteration 4F: 3 clusters Score -677131.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -677410.000000 Penalty: 2791.107910
	Iteration 5F: 3 clusters Score -677410 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -677660.312500 Penalty: 2791.107910
	Iteration 6F: 3 clusters Score -677660.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -677840.187500 Penalty: 2791.107910
	Iteration 7F: 3 clusters Score -677840.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -677961.375000 Penalty: 2791.107910
	Iteration 8Q: 3 clusters Score -677961.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -678040.937500 Penalty: 2791.107910
	Iteration 9Q: 3 clusters Score -678040.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -678096.562500 Penalty: 2791.107910
	Iteration 10Q: 3 clusters Score -678096.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -678140.750000 Penalty: 2791.107910
	Iteration 11Q: 3 clusters Score -678140.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -678184.437500 Penalty: 2791.107910
	Iteration 12Q: 3 clusters Score -678184.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -678228.812500 Penalty: 2791.107910
	Iteration 13Q: 3 clusters Score -678228.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -678266.812500 Penalty: 2791.107910
	Iteration 14Q: 3 clusters Score -678266.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -678297.250000 Penalty: 2791.107910
	Iteration 15Q: 3 clusters Score -678297.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -678317.875000 Penalty: 2791.107910
	Iteration 16Q: 3 clusters Score -678317.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -678333.312500 Penalty: 2791.107910
	Iteration 17Q: 3 clusters Score -678333.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -678345.312500 Penalty: 2791.107910
	Iteration 18Q: 3 clusters Score -678345.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -678357.500000 Penalty: 2791.107910
	Iteration 19Q: 3 clusters Score -678357.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -678367.062500 Penalty: 2791.107910
	Iteration 20F: 3 clusters Score -678367.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -678377.187500 Penalty: 2791.107910
	Iteration 21Q: 3 clusters Score -678377.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -678393.125000 Penalty: 2791.107910
	Iteration 22Q: 3 clusters Score -678393.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -678410.687500 Penalty: 2791.107910
	Iteration 23Q: 3 clusters Score -678410.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -678429.937500 Penalty: 2791.107910
	Iteration 24Q: 3 clusters Score -678429.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -678441.125000 Penalty: 2791.107910
	Iteration 25Q: 3 clusters Score -678441.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -678452.375000 Penalty: 2791.107910
	Iteration 26Q: 3 clusters Score -678452.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -678466.937500 Penalty: 2791.107910
	Iteration 27Q: 3 clusters Score -678466.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -678477.000000 Penalty: 2791.107910
	Iteration 28Q: 3 clusters Score -678477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -678487.812500 Penalty: 2791.107910
	Iteration 29Q: 3 clusters Score -678487.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -678492.312500 Penalty: 2791.107910
	Iteration 30Q: 3 clusters Score -678492.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -678492.375000 Penalty: 2791.107910
	Iteration 31Q: 3 clusters Score -678492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -678496.000000 Penalty: 2791.107910
	Iteration 32Q: 3 clusters Score -678496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -678500.750000 Penalty: 2791.107910
	Iteration 33Q: 3 clusters Score -678500.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -678503.000000 Penalty: 2791.107910
	Iteration 34Q: 3 clusters Score -678503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -678503.812500 Penalty: 2791.107910
	Iteration 35Q: 3 clusters Score -678503.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -678503.125000 Penalty: 2791.107910
	Iteration 36Q: 3 clusters Score -678503.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -678503.125000 Penalty: 2791.107910
	Iteration 37F: 3 clusters Score -678503.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (121636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121636 members 
Entering Unmasked Estep 
Score: -15569218.000000 Penalty: 1902.677979
	Iteration 0F: 2 clusters Score -1.556922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -15490264.000000 Penalty: 3805.355957
	Iteration 0F: 3 clusters Score -1.549026e+07 nChanged 58340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 62077 members 
Entering Unmasked Estep 
Score: -15523916.000000 Penalty: 3805.355957
	Iteration 1F: 3 clusters Score -1.552392e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 63046 members 
Entering Unmasked Estep 
Score: -15524706.000000 Penalty: 3805.355957
	Iteration 2Q: 3 clusters Score -1.552471e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -15525751.000000 Penalty: 3805.355957
	Iteration 3Q: 3 clusters Score -1.552575e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -15527343.000000 Penalty: 3805.355957
	Iteration 4Q: 3 clusters Score -1.552734e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -15530034.000000 Penalty: 3805.355957
	Iteration 5Q: 3 clusters Score -1.553003e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -15533770.000000 Penalty: 3805.355957
	Iteration 6F: 3 clusters Score -1.553377e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -15539176.000000 Penalty: 3805.355957
	Iteration 7F: 3 clusters Score -1.553918e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -15545190.000000 Penalty: 3805.355957
	Iteration 8F: 3 clusters Score -1.554519e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -15549331.000000 Penalty: 3805.355957
	Iteration 9F: 3 clusters Score -1.554933e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -15551059.000000 Penalty: 3805.355957
	Iteration 10Q: 3 clusters Score -1.555106e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 82181 members 
Entering Unmasked Estep 
Score: -15551651.000000 Penalty: 3805.355957
	Iteration 11Q: 3 clusters Score -1.555165e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 82811 members 
Entering Unmasked Estep 
Score: -15551860.000000 Penalty: 3805.355957
	Iteration 12Q: 3 clusters Score -1.555186e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -15552014.000000 Penalty: 3805.355957
	Iteration 13Q: 3 clusters Score -1.555201e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 83958 members 
Entering Unmasked Estep 
Score: -15552205.000000 Penalty: 3805.355957
	Iteration 14Q: 3 clusters Score -1.55522e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 84503 members 
Entering Unmasked Estep 
Score: -15552318.000000 Penalty: 3805.355957
	Iteration 15Q: 3 clusters Score -1.555232e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 85054 members 
Entering Unmasked Estep 
Score: -15552457.000000 Penalty: 3805.355957
	Iteration 16Q: 3 clusters Score -1.555246e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 85604 members 
Entering Unmasked Estep 
Score: -15552611.000000 Penalty: 3805.355957
	Iteration 17Q: 3 clusters Score -1.555261e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 86167 members 
Entering Unmasked Estep 
Score: -15552780.000000 Penalty: 3805.355957
	Iteration 18Q: 3 clusters Score -1.555278e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -15552842.000000 Penalty: 3805.355957
	Iteration 19Q: 3 clusters Score -1.555284e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -15553015.000000 Penalty: 3805.355957
	Iteration 20F: 3 clusters Score -1.555302e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -15553141.000000 Penalty: 3805.355957
	Iteration 21Q: 3 clusters Score -1.555314e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 87701 members 
Entering Unmasked Estep 
Score: -15553284.000000 Penalty: 3805.355957
	Iteration 22Q: 3 clusters Score -1.555328e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 87987 members 
Entering Unmasked Estep 
Score: -15553527.000000 Penalty: 3805.355957
	Iteration 23Q: 3 clusters Score -1.555353e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 88298 members 
Entering Unmasked Estep 
Score: -15553576.000000 Penalty: 3805.355957
	Iteration 24Q: 3 clusters Score -1.555358e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 88581 members 
Entering Unmasked Estep 
Score: -15553715.000000 Penalty: 3805.355957
	Iteration 25Q: 3 clusters Score -1.555372e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -15553860.000000 Penalty: 3805.355957
	Iteration 26Q: 3 clusters Score -1.555386e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -15553907.000000 Penalty: 3805.355957
	Iteration 27Q: 3 clusters Score -1.555391e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 89318 members 
Entering Unmasked Estep 
Score: -15553982.000000 Penalty: 3805.355957
	Iteration 28Q: 3 clusters Score -1.555398e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 89570 members 
Entering Unmasked Estep 
Score: -15554081.000000 Penalty: 3805.355957
	Iteration 29Q: 3 clusters Score -1.555408e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -15554165.000000 Penalty: 3805.355957
	Iteration 30Q: 3 clusters Score -1.555416e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 90093 members 
Entering Unmasked Estep 
Score: -15554248.000000 Penalty: 3805.355957
	Iteration 31Q: 3 clusters Score -1.555425e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 90396 members 
Entering Unmasked Estep 
Score: -15554269.000000 Penalty: 3805.355957
	Iteration 32Q: 3 clusters Score -1.555427e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -15554355.000000 Penalty: 3805.355957
	Iteration 33Q: 3 clusters Score -1.555436e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 91007 members 
Entering Unmasked Estep 
Score: -15554425.000000 Penalty: 3805.355957
	Iteration 34Q: 3 clusters Score -1.555442e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 91292 members 
Entering Unmasked Estep 
Score: -15554441.000000 Penalty: 3805.355957
	Iteration 35Q: 3 clusters Score -1.555444e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 91587 members 
Entering Unmasked Estep 
Score: -15554550.000000 Penalty: 3805.355957
	Iteration 36Q: 3 clusters Score -1.555455e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 91867 members 
Entering Unmasked Estep 
Score: -15554622.000000 Penalty: 3805.355957
	Iteration 37Q: 3 clusters Score -1.555462e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 92158 members 
Entering Unmasked Estep 
Score: -15554642.000000 Penalty: 3805.355957
	Iteration 38Q: 3 clusters Score -1.555464e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 92449 members 
Entering Unmasked Estep 
Score: -15554679.000000 Penalty: 3805.355957
	Iteration 39Q: 3 clusters Score -1.555468e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 92749 members 
Entering Unmasked Estep 
Score: -15554724.000000 Penalty: 3805.355957
	Iteration 40F: 3 clusters Score -1.555472e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 93055 members 
Entering Unmasked Estep 
Score: -15554795.000000 Penalty: 3805.355957
	Iteration 41Q: 3 clusters Score -1.55548e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -15554916.000000 Penalty: 3805.355957
	Iteration 42Q: 3 clusters Score -1.555492e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 93740 members 
Entering Unmasked Estep 
Score: -15554923.000000 Penalty: 3805.355957
	Iteration 43Q: 3 clusters Score -1.555492e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 94085 members 
Entering Unmasked Estep 
Score: -15554916.000000 Penalty: 3805.355957
	Iteration 44Q: 3 clusters Score -1.555492e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 94453 members 
Entering Unmasked Estep 
Score: -15555036.000000 Penalty: 3805.355957
	Iteration 45Q: 3 clusters Score -1.555504e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -15555079.000000 Penalty: 3805.355957
	Iteration 46Q: 3 clusters Score -1.555508e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 95248 members 
Entering Unmasked Estep 
Score: -15555168.000000 Penalty: 3805.355957
	Iteration 47Q: 3 clusters Score -1.555517e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 95650 members 
Entering Unmasked Estep 
Score: -15555272.000000 Penalty: 3805.355957
	Iteration 48Q: 3 clusters Score -1.555527e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 96051 members 
Entering Unmasked Estep 
Score: -15555358.000000 Penalty: 3805.355957
	Iteration 49Q: 3 clusters Score -1.555536e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 96466 members 
Entering Unmasked Estep 
Score: -15555445.000000 Penalty: 3805.355957
	Iteration 50Q: 3 clusters Score -1.555544e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -15555532.000000 Penalty: 3805.355957
	Iteration 51Q: 3 clusters Score -1.555553e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 97370 members 
Entering Unmasked Estep 
Score: -15555649.000000 Penalty: 3805.355957
	Iteration 52Q: 3 clusters Score -1.555565e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 97859 members 
Entering Unmasked Estep 
Score: -15555725.000000 Penalty: 3805.355957
	Iteration 53Q: 3 clusters Score -1.555572e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -15555794.000000 Penalty: 3805.355957
	Iteration 54Q: 3 clusters Score -1.555579e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 98893 members 
Entering Unmasked Estep 
Score: -15555879.000000 Penalty: 3805.355957
	Iteration 55Q: 3 clusters Score -1.555588e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 99440 members 
Entering Unmasked Estep 
Score: -15556034.000000 Penalty: 3805.355957
	Iteration 56Q: 3 clusters Score -1.555603e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 99986 members 
Entering Unmasked Estep 
Score: -15556107.000000 Penalty: 3805.355957
	Iteration 57Q: 3 clusters Score -1.555611e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 100575 members 
Entering Unmasked Estep 
Score: -15556227.000000 Penalty: 3805.355957
	Iteration 58Q: 3 clusters Score -1.555623e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -15556368.000000 Penalty: 3805.355957
	Iteration 59Q: 3 clusters Score -1.555637e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 101756 members 
Entering Unmasked Estep 
Score: -15556549.000000 Penalty: 3805.355957
	Iteration 60F: 3 clusters Score -1.555655e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 102407 members 
Entering Unmasked Estep 
Score: -15556787.000000 Penalty: 3805.355957
	Iteration 61Q: 3 clusters Score -1.555679e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 103075 members 
Entering Unmasked Estep 
Score: -15556995.000000 Penalty: 3805.355957
	Iteration 62Q: 3 clusters Score -1.5557e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 103838 members 
Entering Unmasked Estep 
Score: -15557246.000000 Penalty: 3805.355957
	Iteration 63Q: 3 clusters Score -1.555725e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 104650 members 
Entering Unmasked Estep 
Score: -15557493.000000 Penalty: 3805.355957
	Iteration 64Q: 3 clusters Score -1.555749e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 105455 members 
Entering Unmasked Estep 
Score: -15557773.000000 Penalty: 3805.355957
	Iteration 65Q: 3 clusters Score -1.555777e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 106301 members 
Entering Unmasked Estep 
Score: -15558075.000000 Penalty: 3805.355957
	Iteration 66Q: 3 clusters Score -1.555808e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 107152 members 
Entering Unmasked Estep 
Score: -15558337.000000 Penalty: 3805.355957
	Iteration 67Q: 3 clusters Score -1.555834e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 108023 members 
Entering Unmasked Estep 
Score: -15558672.000000 Penalty: 3805.355957
	Iteration 68Q: 3 clusters Score -1.555867e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 108957 members 
Entering Unmasked Estep 
Score: -15559198.000000 Penalty: 3805.355957
	Iteration 69Q: 3 clusters Score -1.55592e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 109879 members 
Entering Unmasked Estep 
Score: -15559833.000000 Penalty: 3805.355957
	Iteration 70Q: 3 clusters Score -1.555983e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 110892 members 
Entering Unmasked Estep 
Score: -15560775.000000 Penalty: 3805.355957
	Iteration 71Q: 3 clusters Score -1.556078e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 112023 members 
Entering Unmasked Estep 
Score: -15561805.000000 Penalty: 3805.355957
	Iteration 72Q: 3 clusters Score -1.55618e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 113253 members 
Entering Unmasked Estep 
Score: -15562671.000000 Penalty: 3805.355957
	Iteration 73Q: 3 clusters Score -1.556267e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 114516 members 
Entering Unmasked Estep 
Score: -15563607.000000 Penalty: 3805.355957
	Iteration 74Q: 3 clusters Score -1.556361e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 115852 members 
Entering Unmasked Estep 
Score: -15564544.000000 Penalty: 3805.355957
	Iteration 75Q: 3 clusters Score -1.556454e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 117094 members 
Entering Unmasked Estep 
Score: -15565284.000000 Penalty: 3805.355957
	Iteration 76Q: 3 clusters Score -1.556528e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 118199 members 
Entering Unmasked Estep 
Score: -15565926.000000 Penalty: 3805.355957
	Iteration 77Q: 3 clusters Score -1.556593e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 119138 members 
Entering Unmasked Estep 
Score: -15566447.000000 Penalty: 3805.355957
	Iteration 78Q: 3 clusters Score -1.556645e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 119851 members 
Entering Unmasked Estep 
Score: -15566887.000000 Penalty: 3805.355957
	Iteration 79Q: 3 clusters Score -1.556689e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 120338 members 
Entering Unmasked Estep 
Score: -15567168.000000 Penalty: 3805.355957
	Iteration 80F: 3 clusters Score -1.556717e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 120638 members 
Entering Unmasked Estep 
Score: -15567420.000000 Penalty: 3805.355957
	Iteration 81Q: 3 clusters Score -1.556742e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 120844 members 
Entering Unmasked Estep 
Score: -15567538.000000 Penalty: 3805.355957
	Iteration 82Q: 3 clusters Score -1.556754e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 120956 members 
Entering Unmasked Estep 
Score: -15567580.000000 Penalty: 3805.355957
	Iteration 83Q: 3 clusters Score -1.556758e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 121023 members 
Entering Unmasked Estep 
Score: -15567644.000000 Penalty: 3805.355957
	Iteration 84Q: 3 clusters Score -1.556764e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 121076 members 
Entering Unmasked Estep 
Score: -15567667.000000 Penalty: 3805.355957
	Iteration 85Q: 3 clusters Score -1.556767e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 121096 members 
Entering Unmasked Estep 
Score: -15567670.000000 Penalty: 3805.355957
	Iteration 86Q: 3 clusters Score -1.556767e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 121114 members 
Entering Unmasked Estep 
Score: -15567682.000000 Penalty: 3805.355957
	Iteration 87Q: 3 clusters Score -1.556768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 121127 members 
Entering Unmasked Estep 
Score: -15567695.000000 Penalty: 3805.355957
	Iteration 88Q: 3 clusters Score -1.55677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 121143 members 
Entering Unmasked Estep 
Score: -15567695.000000 Penalty: 3805.355957
	Iteration 89Q: 3 clusters Score -1.55677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 121151 members 
Entering Unmasked Estep 
Score: -15567705.000000 Penalty: 3805.355957
	Iteration 90Q: 3 clusters Score -1.55677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 121157 members 
Entering Unmasked Estep 
Score: -15567716.000000 Penalty: 3805.355957
	Iteration 91Q: 3 clusters Score -1.556772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 121158 members 
Entering Unmasked Estep 
Score: -15567725.000000 Penalty: 3805.355957
	Iteration 92Q: 3 clusters Score -1.556772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 121160 members 
Entering Unmasked Estep 
Score: -15567727.000000 Penalty: 3805.355957
	Iteration 93Q: 3 clusters Score -1.556773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 121159 members 
Entering Unmasked Estep 
Score: -15567722.000000 Penalty: 3805.355957
	Iteration 94Q: 3 clusters Score -1.556772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 121160 members 
Entering Unmasked Estep 
Score: -15567722.000000 Penalty: 3805.355957
	Iteration 95Q: 3 clusters Score -1.556772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 121162 members 
Entering Unmasked Estep 
Score: -15567728.000000 Penalty: 3805.355957
	Iteration 96Q: 3 clusters Score -1.556773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 121162 members 
Entering Unmasked Estep 
Score: -15567731.000000 Penalty: 3805.355957
	Iteration 97Q: 3 clusters Score -1.556773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 121165 members 
Entering Unmasked Estep 
Score: -15567732.000000 Penalty: 3805.355957
	Iteration 98Q: 3 clusters Score -1.556773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 121166 members 
Entering Unmasked Estep 
Score: -15567732.000000 Penalty: 3805.355957
	Iteration 99Q: 3 clusters Score -1.556773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 121169 members 
Entering Unmasked Estep 
Score: -15567737.000000 Penalty: 3805.355957
	Iteration 100F: 3 clusters Score -1.556774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 121170 members 
Entering Unmasked Estep 
Score: -15567738.000000 Penalty: 3805.355957
	Iteration 101Q: 3 clusters Score -1.556774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 121170 members 
Entering Unmasked Estep 
Score: -15567738.000000 Penalty: 3805.355957
	Iteration 102F: 3 clusters Score -1.556774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Entering Unmasked Estep 
Score: -799918.937500 Penalty: 1422.935303
	Iteration 0F: 2 clusters Score -799918.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -795047.812500 Penalty: 2845.870605
	Iteration 0F: 3 clusters Score -795047.8 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -796460.500000 Penalty: 2845.870605
	Iteration 1F: 3 clusters Score -796460.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -796658.187500 Penalty: 2845.870605
	Iteration 2F: 3 clusters Score -796658.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -796790.062500 Penalty: 2845.870605
	Iteration 3Q: 3 clusters Score -796790.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -796896.875000 Penalty: 2845.870605
	Iteration 4Q: 3 clusters Score -796896.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -796980.000000 Penalty: 2845.870605
	Iteration 5Q: 3 clusters Score -796980 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -797052.375000 Penalty: 2845.870605
	Iteration 6Q: 3 clusters Score -797052.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -797118.312500 Penalty: 2845.870605
	Iteration 7Q: 3 clusters Score -797118.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -797172.625000 Penalty: 2845.870605
	Iteration 8Q: 3 clusters Score -797172.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -797215.250000 Penalty: 2845.870605
	Iteration 9Q: 3 clusters Score -797215.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -797257.437500 Penalty: 2845.870605
	Iteration 10Q: 3 clusters Score -797257.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -797302.562500 Penalty: 2845.870605
	Iteration 11Q: 3 clusters Score -797302.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -797363.875000 Penalty: 2845.870605
	Iteration 12Q: 3 clusters Score -797363.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -797427.437500 Penalty: 2845.870605
	Iteration 13Q: 3 clusters Score -797427.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -797513.375000 Penalty: 2845.870605
	Iteration 14Q: 3 clusters Score -797513.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -797606.812500 Penalty: 2845.870605
	Iteration 15Q: 3 clusters Score -797606.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -797726.750000 Penalty: 2845.870605
	Iteration 16Q: 3 clusters Score -797726.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -797851.062500 Penalty: 2845.870605
	Iteration 17Q: 3 clusters Score -797851.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -797970.750000 Penalty: 2845.870605
	Iteration 18Q: 3 clusters Score -797970.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -798059.937500 Penalty: 2845.870605
	Iteration 19Q: 3 clusters Score -798059.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -798133.875000 Penalty: 2845.870605
	Iteration 20F: 3 clusters Score -798133.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -798204.875000 Penalty: 2845.870605
	Iteration 21Q: 3 clusters Score -798204.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -798286.312500 Penalty: 2845.870605
	Iteration 22Q: 3 clusters Score -798286.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -798351.625000 Penalty: 2845.870605
	Iteration 23Q: 3 clusters Score -798351.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -798401.187500 Penalty: 2845.870605
	Iteration 24Q: 3 clusters Score -798401.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -798439.437500 Penalty: 2845.870605
	Iteration 25Q: 3 clusters Score -798439.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -798471.687500 Penalty: 2845.870605
	Iteration 26Q: 3 clusters Score -798471.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -798506.562500 Penalty: 2845.870605
	Iteration 27Q: 3 clusters Score -798506.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -798542.687500 Penalty: 2845.870605
	Iteration 28Q: 3 clusters Score -798542.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -798580.562500 Penalty: 2845.870605
	Iteration 29Q: 3 clusters Score -798580.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -798606.375000 Penalty: 2845.870605
	Iteration 30Q: 3 clusters Score -798606.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -798633.250000 Penalty: 2845.870605
	Iteration 31Q: 3 clusters Score -798633.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -798648.937500 Penalty: 2845.870605
	Iteration 32Q: 3 clusters Score -798648.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -798659.562500 Penalty: 2845.870605
	Iteration 33Q: 3 clusters Score -798659.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -798669.937500 Penalty: 2845.870605
	Iteration 34Q: 3 clusters Score -798669.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -798674.562500 Penalty: 2845.870605
	Iteration 35Q: 3 clusters Score -798674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -798674.562500 Penalty: 2845.870605
	Iteration 36F: 3 clusters Score -798674.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Entering Unmasked Estep 
Score: -2196723.500000 Penalty: 1585.147705
	Iteration 0F: 2 clusters Score -2196724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2184960.000000 Penalty: 3170.295410
	Iteration 0F: 3 clusters Score -2184960 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2189125.500000 Penalty: 3170.295410
	Iteration 1F: 3 clusters Score -2189126 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2189442.250000 Penalty: 3170.295410
	Iteration 2F: 3 clusters Score -2189442 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2189702.750000 Penalty: 3170.295410
	Iteration 3Q: 3 clusters Score -2189703 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2189914.250000 Penalty: 3170.295410
	Iteration 4Q: 3 clusters Score -2189914 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2190099.750000 Penalty: 3170.295410
	Iteration 5Q: 3 clusters Score -2190100 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2190249.250000 Penalty: 3170.295410
	Iteration 6Q: 3 clusters Score -2190249 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2190394.750000 Penalty: 3170.295410
	Iteration 7Q: 3 clusters Score -2190395 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2190579.000000 Penalty: 3170.295410
	Iteration 8Q: 3 clusters Score -2190579 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2190786.000000 Penalty: 3170.295410
	Iteration 9Q: 3 clusters Score -2190786 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2191043.000000 Penalty: 3170.295410
	Iteration 10Q: 3 clusters Score -2191043 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2191304.750000 Penalty: 3170.295410
	Iteration 11Q: 3 clusters Score -2191305 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2191580.750000 Penalty: 3170.295410
	Iteration 12Q: 3 clusters Score -2191581 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2191857.750000 Penalty: 3170.295410
	Iteration 13Q: 3 clusters Score -2191858 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2192121.750000 Penalty: 3170.295410
	Iteration 14Q: 3 clusters Score -2192122 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2192354.500000 Penalty: 3170.295410
	Iteration 15Q: 3 clusters Score -2192354 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2192548.250000 Penalty: 3170.295410
	Iteration 16Q: 3 clusters Score -2192548 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2192703.500000 Penalty: 3170.295410
	Iteration 17Q: 3 clusters Score -2192704 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2192814.750000 Penalty: 3170.295410
	Iteration 18Q: 3 clusters Score -2192815 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2192888.000000 Penalty: 3170.295410
	Iteration 19Q: 3 clusters Score -2192888 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2192946.750000 Penalty: 3170.295410
	Iteration 20F: 3 clusters Score -2192947 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2192986.000000 Penalty: 3170.295410
	Iteration 21Q: 3 clusters Score -2192986 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2193028.500000 Penalty: 3170.295410
	Iteration 22Q: 3 clusters Score -2193028 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2193059.500000 Penalty: 3170.295410
	Iteration 23Q: 3 clusters Score -2193060 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2193082.750000 Penalty: 3170.295410
	Iteration 24Q: 3 clusters Score -2193083 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2193111.750000 Penalty: 3170.295410
	Iteration 25Q: 3 clusters Score -2193112 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2193140.500000 Penalty: 3170.295410
	Iteration 26Q: 3 clusters Score -2193140 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2193171.250000 Penalty: 3170.295410
	Iteration 27Q: 3 clusters Score -2193171 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2193189.500000 Penalty: 3170.295410
	Iteration 28Q: 3 clusters Score -2193190 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2193214.500000 Penalty: 3170.295410
	Iteration 29Q: 3 clusters Score -2193214 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2193253.250000 Penalty: 3170.295410
	Iteration 30Q: 3 clusters Score -2193253 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2193295.250000 Penalty: 3170.295410
	Iteration 31Q: 3 clusters Score -2193295 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2193343.500000 Penalty: 3170.295410
	Iteration 32Q: 3 clusters Score -2193344 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2193373.000000 Penalty: 3170.295410
	Iteration 33Q: 3 clusters Score -2193373 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2193414.000000 Penalty: 3170.295410
	Iteration 34Q: 3 clusters Score -2193414 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2193455.500000 Penalty: 3170.295410
	Iteration 35Q: 3 clusters Score -2193456 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2193486.250000 Penalty: 3170.295410
	Iteration 36Q: 3 clusters Score -2193486 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2193526.000000 Penalty: 3170.295410
	Iteration 37Q: 3 clusters Score -2193526 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2193575.750000 Penalty: 3170.295410
	Iteration 38Q: 3 clusters Score -2193576 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2193631.000000 Penalty: 3170.295410
	Iteration 39Q: 3 clusters Score -2193631 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2193684.500000 Penalty: 3170.295410
	Iteration 40F: 3 clusters Score -2193684 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2193733.000000 Penalty: 3170.295410
	Iteration 41Q: 3 clusters Score -2193733 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2193779.250000 Penalty: 3170.295410
	Iteration 42Q: 3 clusters Score -2193779 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2193839.000000 Penalty: 3170.295410
	Iteration 43Q: 3 clusters Score -2193839 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2193906.500000 Penalty: 3170.295410
	Iteration 44Q: 3 clusters Score -2193906 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2193969.000000 Penalty: 3170.295410
	Iteration 45Q: 3 clusters Score -2193969 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2194033.250000 Penalty: 3170.295410
	Iteration 46Q: 3 clusters Score -2194033 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2194123.750000 Penalty: 3170.295410
	Iteration 47Q: 3 clusters Score -2194124 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2194195.750000 Penalty: 3170.295410
	Iteration 48Q: 3 clusters Score -2194196 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2194263.250000 Penalty: 3170.295410
	Iteration 49Q: 3 clusters Score -2194263 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2194339.500000 Penalty: 3170.295410
	Iteration 50Q: 3 clusters Score -2194340 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2194423.250000 Penalty: 3170.295410
	Iteration 51Q: 3 clusters Score -2194423 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2194523.000000 Penalty: 3170.295410
	Iteration 52Q: 3 clusters Score -2194523 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2194621.750000 Penalty: 3170.295410
	Iteration 53Q: 3 clusters Score -2194622 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2194708.500000 Penalty: 3170.295410
	Iteration 54Q: 3 clusters Score -2194708 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2194767.500000 Penalty: 3170.295410
	Iteration 55Q: 3 clusters Score -2194768 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2194815.000000 Penalty: 3170.295410
	Iteration 56Q: 3 clusters Score -2194815 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2194866.750000 Penalty: 3170.295410
	Iteration 57Q: 3 clusters Score -2194867 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2194895.250000 Penalty: 3170.295410
	Iteration 58Q: 3 clusters Score -2194895 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2194953.000000 Penalty: 3170.295410
	Iteration 59Q: 3 clusters Score -2194953 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2195000.500000 Penalty: 3170.295410
	Iteration 60F: 3 clusters Score -2195000 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2195042.500000 Penalty: 3170.295410
	Iteration 61Q: 3 clusters Score -2195042 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2195080.000000 Penalty: 3170.295410
	Iteration 62Q: 3 clusters Score -2195080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2195116.500000 Penalty: 3170.295410
	Iteration 63Q: 3 clusters Score -2195116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2195150.500000 Penalty: 3170.295410
	Iteration 64Q: 3 clusters Score -2195150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2195181.250000 Penalty: 3170.295410
	Iteration 65Q: 3 clusters Score -2195181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2195193.750000 Penalty: 3170.295410
	Iteration 66Q: 3 clusters Score -2195194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2195209.000000 Penalty: 3170.295410
	Iteration 67Q: 3 clusters Score -2195209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2195220.750000 Penalty: 3170.295410
	Iteration 68Q: 3 clusters Score -2195221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2195237.250000 Penalty: 3170.295410
	Iteration 69Q: 3 clusters Score -2195237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2195247.250000 Penalty: 3170.295410
	Iteration 70Q: 3 clusters Score -2195247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2195250.000000 Penalty: 3170.295410
	Iteration 71Q: 3 clusters Score -2195250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2195259.250000 Penalty: 3170.295410
	Iteration 72Q: 3 clusters Score -2195259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2195266.500000 Penalty: 3170.295410
	Iteration 73Q: 3 clusters Score -2195266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2195266.250000 Penalty: 3170.295410
	Iteration 74Q: 3 clusters Score -2195266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2195274.250000 Penalty: 3170.295410
	Iteration 75Q: 3 clusters Score -2195274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2195285.250000 Penalty: 3170.295410
	Iteration 76Q: 3 clusters Score -2195285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2195296.000000 Penalty: 3170.295410
	Iteration 77Q: 3 clusters Score -2195296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2195301.750000 Penalty: 3170.295410
	Iteration 78Q: 3 clusters Score -2195302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2195312.000000 Penalty: 3170.295410
	Iteration 79Q: 3 clusters Score -2195312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2195316.750000 Penalty: 3170.295410
	Iteration 80F: 3 clusters Score -2195317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2195323.500000 Penalty: 3170.295410
	Iteration 81Q: 3 clusters Score -2195324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2195329.000000 Penalty: 3170.295410
	Iteration 82Q: 3 clusters Score -2195329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2195333.000000 Penalty: 3170.295410
	Iteration 83Q: 3 clusters Score -2195333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2195333.000000 Penalty: 3170.295410
	Iteration 84F: 3 clusters Score -2195333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Entering Unmasked Estep 
Score: -1195491.250000 Penalty: 1494.372803
	Iteration 0F: 2 clusters Score -1195491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1188398.500000 Penalty: 2988.745605
	Iteration 0F: 3 clusters Score -1188398 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1190785.750000 Penalty: 2988.745605
	Iteration 1F: 3 clusters Score -1190786 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1191199.250000 Penalty: 2988.745605
	Iteration 2F: 3 clusters Score -1191199 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1191700.875000 Penalty: 2988.745605
	Iteration 3F: 3 clusters Score -1191701 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1192275.875000 Penalty: 2988.745605
	Iteration 4F: 3 clusters Score -1192276 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1192887.875000 Penalty: 2988.745605
	Iteration 5F: 3 clusters Score -1192888 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1193409.875000 Penalty: 2988.745605
	Iteration 6F: 3 clusters Score -1193410 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1193850.250000 Penalty: 2988.745605
	Iteration 7F: 3 clusters Score -1193850 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1194191.375000 Penalty: 2988.745605
	Iteration 8Q: 3 clusters Score -1194191 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1194424.375000 Penalty: 2988.745605
	Iteration 9Q: 3 clusters Score -1194424 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1194580.625000 Penalty: 2988.745605
	Iteration 10Q: 3 clusters Score -1194581 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1194660.750000 Penalty: 2988.745605
	Iteration 11Q: 3 clusters Score -1194661 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1194710.625000 Penalty: 2988.745605
	Iteration 12Q: 3 clusters Score -1194711 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1194752.500000 Penalty: 2988.745605
	Iteration 13Q: 3 clusters Score -1194752 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1194803.000000 Penalty: 2988.745605
	Iteration 14Q: 3 clusters Score -1194803 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1194858.375000 Penalty: 2988.745605
	Iteration 15Q: 3 clusters Score -1194858 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1194905.250000 Penalty: 2988.745605
	Iteration 16Q: 3 clusters Score -1194905 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1194963.375000 Penalty: 2988.745605
	Iteration 17Q: 3 clusters Score -1194963 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1195031.875000 Penalty: 2988.745605
	Iteration 18Q: 3 clusters Score -1195032 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1195078.875000 Penalty: 2988.745605
	Iteration 19Q: 3 clusters Score -1195079 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1195112.625000 Penalty: 2988.745605
	Iteration 20F: 3 clusters Score -1195113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1195141.625000 Penalty: 2988.745605
	Iteration 21Q: 3 clusters Score -1195142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1195152.750000 Penalty: 2988.745605
	Iteration 22Q: 3 clusters Score -1195153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1195154.125000 Penalty: 2988.745605
	Iteration 23Q: 3 clusters Score -1195154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1195160.000000 Penalty: 2988.745605
	Iteration 24Q: 3 clusters Score -1195160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1195161.500000 Penalty: 2988.745605
	Iteration 25Q: 3 clusters Score -1195162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1195164.875000 Penalty: 2988.745605
	Iteration 26Q: 3 clusters Score -1195165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1195164.375000 Penalty: 2988.745605
	Iteration 27Q: 3 clusters Score -1195164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1195165.250000 Penalty: 2988.745605
	Iteration 28Q: 3 clusters Score -1195165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1195165.875000 Penalty: 2988.745605
	Iteration 29Q: 3 clusters Score -1195166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1195167.875000 Penalty: 2988.745605
	Iteration 30Q: 3 clusters Score -1195168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1195173.500000 Penalty: 2988.745605
	Iteration 31Q: 3 clusters Score -1195174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1195172.875000 Penalty: 2988.745605
	Iteration 32Q: 3 clusters Score -1195173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1195173.125000 Penalty: 2988.745605
	Iteration 33Q: 3 clusters Score -1195173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1195175.625000 Penalty: 2988.745605
	Iteration 34Q: 3 clusters Score -1195176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1195173.375000 Penalty: 2988.745605
	Iteration 35Q: 3 clusters Score -1195173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1195174.625000 Penalty: 2988.745605
	Iteration 36Q: 3 clusters Score -1195175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1195174.625000 Penalty: 2988.745605
	Iteration 37F: 3 clusters Score -1195175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -383208.281250 Penalty: 1295.861572
	Iteration 0F: 2 clusters Score -383208.3 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 1475 members 
Entering Unmasked Estep 
Score: -380551.031250 Penalty: 2591.723145
	Iteration 0F: 3 clusters Score -380551 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -381168.031250 Penalty: 2591.723145
	Iteration 1F: 3 clusters Score -381168 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -381281.375000 Penalty: 2591.723145
	Iteration 2F: 3 clusters Score -381281.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -381351.906250 Penalty: 2591.723145
	Iteration 3Q: 3 clusters Score -381351.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -381408.406250 Penalty: 2591.723145
	Iteration 4Q: 3 clusters Score -381408.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -381437.312500 Penalty: 2591.723145
	Iteration 5Q: 3 clusters Score -381437.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -381461.593750 Penalty: 2591.723145
	Iteration 6Q: 3 clusters Score -381461.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -381477.312500 Penalty: 2591.723145
	Iteration 7Q: 3 clusters Score -381477.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -381493.437500 Penalty: 2591.723145
	Iteration 8Q: 3 clusters Score -381493.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -381511.375000 Penalty: 2591.723145
	Iteration 9Q: 3 clusters Score -381511.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -381528.156250 Penalty: 2591.723145
	Iteration 10Q: 3 clusters Score -381528.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -381541.218750 Penalty: 2591.723145
	Iteration 11Q: 3 clusters Score -381541.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -381552.250000 Penalty: 2591.723145
	Iteration 12Q: 3 clusters Score -381552.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -381559.593750 Penalty: 2591.723145
	Iteration 13Q: 3 clusters Score -381559.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -381566.500000 Penalty: 2591.723145
	Iteration 14Q: 3 clusters Score -381566.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -381571.937500 Penalty: 2591.723145
	Iteration 15Q: 3 clusters Score -381571.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -381574.250000 Penalty: 2591.723145
	Iteration 16Q: 3 clusters Score -381574.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -381578.156250 Penalty: 2591.723145
	Iteration 17Q: 3 clusters Score -381578.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -381581.468750 Penalty: 2591.723145
	Iteration 18Q: 3 clusters Score -381581.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -381584.375000 Penalty: 2591.723145
	Iteration 19Q: 3 clusters Score -381584.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -381587.093750 Penalty: 2591.723145
	Iteration 20F: 3 clusters Score -381587.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -381589.468750 Penalty: 2591.723145
	Iteration 21Q: 3 clusters Score -381589.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -381591.031250 Penalty: 2591.723145
	Iteration 22Q: 3 clusters Score -381591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -381592.093750 Penalty: 2591.723145
	Iteration 23Q: 3 clusters Score -381592.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -381594.531250 Penalty: 2591.723145
	Iteration 24Q: 3 clusters Score -381594.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -381598.125000 Penalty: 2591.723145
	Iteration 25Q: 3 clusters Score -381598.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -381601.718750 Penalty: 2591.723145
	Iteration 26Q: 3 clusters Score -381601.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -381608.125000 Penalty: 2591.723145
	Iteration 27Q: 3 clusters Score -381608.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -381610.375000 Penalty: 2591.723145
	Iteration 28Q: 3 clusters Score -381610.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -381611.843750 Penalty: 2591.723145
	Iteration 29Q: 3 clusters Score -381611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -381611.718750 Penalty: 2591.723145
	Iteration 30Q: 3 clusters Score -381611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -381612.906250 Penalty: 2591.723145
	Iteration 31Q: 3 clusters Score -381612.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -381613.531250 Penalty: 2591.723145
	Iteration 32Q: 3 clusters Score -381613.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -381613.343750 Penalty: 2591.723145
	Iteration 33Q: 3 clusters Score -381613.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -381614.656250 Penalty: 2591.723145
	Iteration 34Q: 3 clusters Score -381614.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -381615.593750 Penalty: 2591.723145
	Iteration 35Q: 3 clusters Score -381615.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -381616.531250 Penalty: 2591.723145
	Iteration 36Q: 3 clusters Score -381616.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -381616.781250 Penalty: 2591.723145
	Iteration 37Q: 3 clusters Score -381616.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -381617.218750 Penalty: 2591.723145
	Iteration 38Q: 3 clusters Score -381617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -381618.343750 Penalty: 2591.723145
	Iteration 39Q: 3 clusters Score -381618.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -381620.343750 Penalty: 2591.723145
	Iteration 40F: 3 clusters Score -381620.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -381620.937500 Penalty: 2591.723145
	Iteration 41Q: 3 clusters Score -381620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -381622.000000 Penalty: 2591.723145
	Iteration 42Q: 3 clusters Score -381622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -381623.593750 Penalty: 2591.723145
	Iteration 43Q: 3 clusters Score -381623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -381624.000000 Penalty: 2591.723145
	Iteration 44Q: 3 clusters Score -381624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -381626.125000 Penalty: 2591.723145
	Iteration 45Q: 3 clusters Score -381626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -381627.093750 Penalty: 2591.723145
	Iteration 46Q: 3 clusters Score -381627.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -381626.875000 Penalty: 2591.723145
	Iteration 47Q: 3 clusters Score -381626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -381626.875000 Penalty: 2591.723145
	Iteration 48F: 3 clusters Score -381626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18873 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 28537 members 
Mstep: Class 7 contains 86947 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11853 members 
Mstep: Class 10 contains 53941 members 
Mstep: Class 11 contains 139753 members 
Mstep: Class 12 contains 38025 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 6207 members 
Mstep: Class 15 contains 10288 members 
Mstep: Class 16 contains 27531 members 
Mstep: Class 17 contains 6488 members 
Mstep: Class 18 contains 7774 members 
Mstep: Class 19 contains 14830 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 6066 members 
Mstep: Class 22 contains 55389 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 36813 members 
Mstep: Class 28 contains 5367 members 
Mstep: Class 29 contains 121636 members 
Mstep: Class 30 contains 6352 members 
Mstep: Class 31 contains 17236 members 
Mstep: Class 32 contains 9859 members 
Mstep: Class 33 contains 2906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941112.000000 Penalty: 75654.937500
Iteration 239Q: 35 clusters Score -1.089411e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18879 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 28480 members 
Mstep: Class 7 contains 86872 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11854 members 
Mstep: Class 10 contains 53901 members 
Mstep: Class 11 contains 139900 members 
Mstep: Class 12 contains 37979 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 6205 members 
Mstep: Class 15 contains 10291 members 
Mstep: Class 16 contains 27518 members 
Mstep: Class 17 contains 6487 members 
Mstep: Class 18 contains 7771 members 
Mstep: Class 19 contains 14829 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 6066 members 
Mstep: Class 22 contains 55389 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 36808 members 
Mstep: Class 28 contains 5366 members 
Mstep: Class 29 contains 121615 members 
Mstep: Class 30 contains 6352 members 
Mstep: Class 31 contains 17251 members 
Mstep: Class 32 contains 9856 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 128623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941208.000000 Penalty: 75654.937500
Iteration 240F: 35 clusters Score -1.089412e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18868 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 28400 members 
Mstep: Class 7 contains 86802 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11852 members 
Mstep: Class 10 contains 53835 members 
Mstep: Class 11 contains 139946 members 
Mstep: Class 12 contains 37712 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 6204 members 
Mstep: Class 15 contains 10293 members 
Mstep: Class 16 contains 27516 members 
Mstep: Class 17 contains 6483 members 
Mstep: Class 18 contains 7762 members 
Mstep: Class 19 contains 14829 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 6065 members 
Mstep: Class 22 contains 55382 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 36798 members 
Mstep: Class 28 contains 5364 members 
Mstep: Class 29 contains 121354 members 
Mstep: Class 30 contains 6353 members 
Mstep: Class 31 contains 17246 members 
Mstep: Class 32 contains 9847 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 129354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941240.000000 Penalty: 75654.937500
Iteration 241Q: 35 clusters Score -1.089412e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18883 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28346 members 
Mstep: Class 7 contains 86756 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11840 members 
Mstep: Class 10 contains 53813 members 
Mstep: Class 11 contains 139961 members 
Mstep: Class 12 contains 37513 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 6200 members 
Mstep: Class 15 contains 10295 members 
Mstep: Class 16 contains 27516 members 
Mstep: Class 17 contains 6481 members 
Mstep: Class 18 contains 7757 members 
Mstep: Class 19 contains 14830 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 6065 members 
Mstep: Class 22 contains 55359 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 36784 members 
Mstep: Class 28 contains 5364 members 
Mstep: Class 29 contains 121184 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17233 members 
Mstep: Class 32 contains 9840 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 129859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941016.000000 Penalty: 75654.937500
Iteration 242Q: 35 clusters Score -1.08941e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18901 members 
Mstep: Class 5 contains 1406 members 
Mstep: Class 6 contains 28311 members 
Mstep: Class 7 contains 86723 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11819 members 
Mstep: Class 10 contains 53791 members 
Mstep: Class 11 contains 139961 members 
Mstep: Class 12 contains 37407 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 6200 members 
Mstep: Class 15 contains 10297 members 
Mstep: Class 16 contains 27515 members 
Mstep: Class 17 contains 6484 members 
Mstep: Class 18 contains 7757 members 
Mstep: Class 19 contains 14831 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 55320 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 4713 members 
Mstep: Class 27 contains 36774 members 
Mstep: Class 28 contains 5363 members 
Mstep: Class 29 contains 121070 members 
Mstep: Class 30 contains 6353 members 
Mstep: Class 31 contains 17220 members 
Mstep: Class 32 contains 9834 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 130205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941200.000000 Penalty: 75654.937500
Iteration 243Q: 35 clusters Score -1.089412e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18927 members 
Mstep: Class 5 contains 1406 members 
Mstep: Class 6 contains 28291 members 
Mstep: Class 7 contains 86691 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11799 members 
Mstep: Class 10 contains 53782 members 
Mstep: Class 11 contains 139968 members 
Mstep: Class 12 contains 37292 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 10294 members 
Mstep: Class 16 contains 27513 members 
Mstep: Class 17 contains 6488 members 
Mstep: Class 18 contains 7759 members 
Mstep: Class 19 contains 14831 members 
Mstep: Class 20 contains 2480 members 
Mstep: Class 21 contains 6061 members 
Mstep: Class 22 contains 55279 members 
Mstep: Class 23 contains 2591 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 36767 members 
Mstep: Class 28 contains 5364 members 
Mstep: Class 29 contains 121001 members 
Mstep: Class 30 contains 6353 members 
Mstep: Class 31 contains 17204 members 
Mstep: Class 32 contains 9838 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 130469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941016.000000 Penalty: 75654.937500
Iteration 244Q: 35 clusters Score -1.08941e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18955 members 
Mstep: Class 5 contains 1406 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 86673 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11786 members 
Mstep: Class 10 contains 53800 members 
Mstep: Class 11 contains 139961 members 
Mstep: Class 12 contains 37192 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 6196 members 
Mstep: Class 15 contains 10293 members 
Mstep: Class 16 contains 27509 members 
Mstep: Class 17 contains 6489 members 
Mstep: Class 18 contains 7759 members 
Mstep: Class 19 contains 14830 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 55240 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 4711 members 
Mstep: Class 27 contains 36757 members 
Mstep: Class 28 contains 5362 members 
Mstep: Class 29 contains 120943 members 
Mstep: Class 30 contains 6353 members 
Mstep: Class 31 contains 17194 members 
Mstep: Class 32 contains 9839 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 130673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940976.000000 Penalty: 75654.937500
Iteration 245Q: 35 clusters Score -1.08941e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 18983 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 28271 members 
Mstep: Class 7 contains 86645 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11762 members 
Mstep: Class 10 contains 53818 members 
Mstep: Class 11 contains 139962 members 
Mstep: Class 12 contains 37124 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 10293 members 
Mstep: Class 16 contains 27510 members 
Mstep: Class 17 contains 6490 members 
Mstep: Class 18 contains 7760 members 
Mstep: Class 19 contains 14831 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 55198 members 
Mstep: Class 23 contains 2595 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 4711 members 
Mstep: Class 27 contains 36748 members 
Mstep: Class 28 contains 5363 members 
Mstep: Class 29 contains 120897 members 
Mstep: Class 30 contains 6353 members 
Mstep: Class 31 contains 17186 members 
Mstep: Class 32 contains 9839 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 130837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941032.000000 Penalty: 75654.937500
Iteration 246Q: 35 clusters Score -1.08941e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 19007 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28268 members 
Mstep: Class 7 contains 86633 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11733 members 
Mstep: Class 10 contains 53836 members 
Mstep: Class 11 contains 139960 members 
Mstep: Class 12 contains 37058 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 10293 members 
Mstep: Class 16 contains 27511 members 
Mstep: Class 17 contains 6486 members 
Mstep: Class 18 contains 7763 members 
Mstep: Class 19 contains 14832 members 
Mstep: Class 20 contains 2558 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 55158 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3942 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 36735 members 
Mstep: Class 28 contains 5363 members 
Mstep: Class 29 contains 120865 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17169 members 
Mstep: Class 32 contains 9848 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 130976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940968.000000 Penalty: 75654.937500
Iteration 247Q: 35 clusters Score -1.08941e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 19027 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 28265 members 
Mstep: Class 7 contains 86618 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11705 members 
Mstep: Class 10 contains 53865 members 
Mstep: Class 11 contains 139949 members 
Mstep: Class 12 contains 37014 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 10293 members 
Mstep: Class 16 contains 27509 members 
Mstep: Class 17 contains 6489 members 
Mstep: Class 18 contains 7761 members 
Mstep: Class 19 contains 14832 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 6056 members 
Mstep: Class 22 contains 55108 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3942 members 
Mstep: Class 26 contains 4711 members 
Mstep: Class 27 contains 36725 members 
Mstep: Class 28 contains 5362 members 
Mstep: Class 29 contains 120835 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17152 members 
Mstep: Class 32 contains 9855 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 131120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941032.000000 Penalty: 75654.937500
Iteration 248Q: 35 clusters Score -1.08941e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 19045 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 28265 members 
Mstep: Class 7 contains 86609 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11682 members 
Mstep: Class 10 contains 53898 members 
Mstep: Class 11 contains 139945 members 
Mstep: Class 12 contains 36965 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 10295 members 
Mstep: Class 16 contains 27509 members 
Mstep: Class 17 contains 6492 members 
Mstep: Class 18 contains 7761 members 
Mstep: Class 19 contains 14832 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 6055 members 
Mstep: Class 22 contains 55056 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3944 members 
Mstep: Class 26 contains 4707 members 
Mstep: Class 27 contains 36713 members 
Mstep: Class 28 contains 5362 members 
Mstep: Class 29 contains 120807 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17141 members 
Mstep: Class 32 contains 9858 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 131246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940976.000000 Penalty: 75654.937500
Iteration 249Q: 35 clusters Score -1.08941e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 19058 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 28273 members 
Mstep: Class 7 contains 86605 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11657 members 
Mstep: Class 10 contains 53909 members 
Mstep: Class 11 contains 139929 members 
Mstep: Class 12 contains 36913 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 10298 members 
Mstep: Class 16 contains 27509 members 
Mstep: Class 17 contains 6493 members 
Mstep: Class 18 contains 7763 members 
Mstep: Class 19 contains 14836 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 6054 members 
Mstep: Class 22 contains 55004 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3945 members 
Mstep: Class 26 contains 4706 members 
Mstep: Class 27 contains 36706 members 
Mstep: Class 28 contains 5362 members 
Mstep: Class 29 contains 120813 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17143 members 
Mstep: Class 32 contains 9862 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 131331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941200.000000 Penalty: 75654.937500
Iteration 250Q: 35 clusters Score -1.089412e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 19074 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 28277 members 
Mstep: Class 7 contains 86605 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11635 members 
Mstep: Class 10 contains 53919 members 
Mstep: Class 11 contains 139916 members 
Mstep: Class 12 contains 36876 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 10303 members 
Mstep: Class 16 contains 27510 members 
Mstep: Class 17 contains 6486 members 
Mstep: Class 18 contains 7765 members 
Mstep: Class 19 contains 14837 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 6053 members 
Mstep: Class 22 contains 54946 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 36703 members 
Mstep: Class 28 contains 5360 members 
Mstep: Class 29 contains 120833 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17139 members 
Mstep: Class 32 contains 9865 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 131404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941192.000000 Penalty: 75654.937500
Iteration 251Q: 35 clusters Score -1.089412e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 19089 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 28277 members 
Mstep: Class 7 contains 86602 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11614 members 
Mstep: Class 10 contains 53933 members 
Mstep: Class 11 contains 139914 members 
Mstep: Class 12 contains 36841 members 
Mstep: Class 13 contains 1753 members 
Mstep: Class 14 contains 6176 members 
Mstep: Class 15 contains 10308 members 
Mstep: Class 16 contains 27507 members 
Mstep: Class 17 contains 6488 members 
Mstep: Class 18 contains 7766 members 
Mstep: Class 19 contains 14838 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 6053 members 
Mstep: Class 22 contains 54883 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 4700 members 
Mstep: Class 27 contains 36696 members 
Mstep: Class 28 contains 5360 members 
Mstep: Class 29 contains 120865 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17136 members 
Mstep: Class 32 contains 9869 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 131454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941296.000000 Penalty: 75654.937500
Iteration 252Q: 35 clusters Score -1.089413e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19100 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 86595 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11587 members 
Mstep: Class 10 contains 53957 members 
Mstep: Class 11 contains 139922 members 
Mstep: Class 12 contains 36805 members 
Mstep: Class 13 contains 1750 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 10309 members 
Mstep: Class 16 contains 27505 members 
Mstep: Class 17 contains 6487 members 
Mstep: Class 18 contains 7767 members 
Mstep: Class 19 contains 14844 members 
Mstep: Class 20 contains 2677 members 
Mstep: Class 21 contains 6055 members 
Mstep: Class 22 contains 54838 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3952 members 
Mstep: Class 26 contains 4700 members 
Mstep: Class 27 contains 36686 members 
Mstep: Class 28 contains 5361 members 
Mstep: Class 29 contains 120881 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17130 members 
Mstep: Class 32 contains 9871 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 131492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941352.000000 Penalty: 75654.937500
Iteration 253Q: 35 clusters Score -1.089414e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19117 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 28284 members 
Mstep: Class 7 contains 86586 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 11557 members 
Mstep: Class 10 contains 53967 members 
Mstep: Class 11 contains 139922 members 
Mstep: Class 12 contains 36788 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 10313 members 
Mstep: Class 16 contains 27503 members 
Mstep: Class 17 contains 6483 members 
Mstep: Class 18 contains 7764 members 
Mstep: Class 19 contains 14851 members 
Mstep: Class 20 contains 2698 members 
Mstep: Class 21 contains 6054 members 
Mstep: Class 22 contains 54797 members 
Mstep: Class 23 contains 2600 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 4700 members 
Mstep: Class 27 contains 36683 members 
Mstep: Class 28 contains 5362 members 
Mstep: Class 29 contains 120894 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17128 members 
Mstep: Class 32 contains 9872 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 131529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941376.000000 Penalty: 75654.937500
Iteration 254Q: 35 clusters Score -1.089414e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19126 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 28285 members 
Mstep: Class 7 contains 86577 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11531 members 
Mstep: Class 10 contains 53973 members 
Mstep: Class 11 contains 139934 members 
Mstep: Class 12 contains 36773 members 
Mstep: Class 13 contains 1741 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 10319 members 
Mstep: Class 16 contains 27504 members 
Mstep: Class 17 contains 6479 members 
Mstep: Class 18 contains 7764 members 
Mstep: Class 19 contains 14852 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 6054 members 
Mstep: Class 22 contains 54770 members 
Mstep: Class 23 contains 2602 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3961 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 36683 members 
Mstep: Class 28 contains 5360 members 
Mstep: Class 29 contains 120894 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 9872 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941528.000000 Penalty: 75654.937500
Iteration 255Q: 35 clusters Score -1.089415e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19141 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 28278 members 
Mstep: Class 7 contains 86568 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11505 members 
Mstep: Class 10 contains 53995 members 
Mstep: Class 11 contains 139959 members 
Mstep: Class 12 contains 36761 members 
Mstep: Class 13 contains 1737 members 
Mstep: Class 14 contains 6168 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 27503 members 
Mstep: Class 17 contains 6470 members 
Mstep: Class 18 contains 7763 members 
Mstep: Class 19 contains 14854 members 
Mstep: Class 20 contains 2740 members 
Mstep: Class 21 contains 6053 members 
Mstep: Class 22 contains 54749 members 
Mstep: Class 23 contains 2603 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3967 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 36672 members 
Mstep: Class 28 contains 5359 members 
Mstep: Class 29 contains 120881 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17128 members 
Mstep: Class 32 contains 9869 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941656.000000 Penalty: 75654.937500
Iteration 256Q: 35 clusters Score -1.089417e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19151 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 28278 members 
Mstep: Class 7 contains 86563 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11475 members 
Mstep: Class 10 contains 54014 members 
Mstep: Class 11 contains 139977 members 
Mstep: Class 12 contains 36758 members 
Mstep: Class 13 contains 1732 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 10316 members 
Mstep: Class 16 contains 27502 members 
Mstep: Class 17 contains 6464 members 
Mstep: Class 18 contains 7764 members 
Mstep: Class 19 contains 14855 members 
Mstep: Class 20 contains 2763 members 
Mstep: Class 21 contains 6051 members 
Mstep: Class 22 contains 54725 members 
Mstep: Class 23 contains 2602 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3971 members 
Mstep: Class 26 contains 4701 members 
Mstep: Class 27 contains 36665 members 
Mstep: Class 28 contains 5357 members 
Mstep: Class 29 contains 120881 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17132 members 
Mstep: Class 32 contains 9869 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941768.000000 Penalty: 75654.937500
Iteration 257Q: 35 clusters Score -1.089418e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19158 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 86561 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11455 members 
Mstep: Class 10 contains 54026 members 
Mstep: Class 11 contains 139995 members 
Mstep: Class 12 contains 36743 members 
Mstep: Class 13 contains 1730 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 10321 members 
Mstep: Class 16 contains 27498 members 
Mstep: Class 17 contains 6463 members 
Mstep: Class 18 contains 7763 members 
Mstep: Class 19 contains 14855 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 6050 members 
Mstep: Class 22 contains 54701 members 
Mstep: Class 23 contains 2600 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3976 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 36652 members 
Mstep: Class 28 contains 5353 members 
Mstep: Class 29 contains 120880 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17135 members 
Mstep: Class 32 contains 9864 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941736.000000 Penalty: 75654.937500
Iteration 258Q: 35 clusters Score -1.089417e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19166 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 86556 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11439 members 
Mstep: Class 10 contains 54030 members 
Mstep: Class 11 contains 140021 members 
Mstep: Class 12 contains 36724 members 
Mstep: Class 13 contains 1730 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 10326 members 
Mstep: Class 16 contains 27495 members 
Mstep: Class 17 contains 6463 members 
Mstep: Class 18 contains 7763 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 6048 members 
Mstep: Class 22 contains 54668 members 
Mstep: Class 23 contains 2601 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3979 members 
Mstep: Class 26 contains 4696 members 
Mstep: Class 27 contains 36646 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 120885 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17136 members 
Mstep: Class 32 contains 9864 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941712.000000 Penalty: 75654.937500
Iteration 259Q: 35 clusters Score -1.089417e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19169 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 86549 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11424 members 
Mstep: Class 10 contains 54040 members 
Mstep: Class 11 contains 140035 members 
Mstep: Class 12 contains 36714 members 
Mstep: Class 13 contains 1730 members 
Mstep: Class 14 contains 6173 members 
Mstep: Class 15 contains 10331 members 
Mstep: Class 16 contains 27492 members 
Mstep: Class 17 contains 6468 members 
Mstep: Class 18 contains 7765 members 
Mstep: Class 19 contains 14855 members 
Mstep: Class 20 contains 2840 members 
Mstep: Class 21 contains 6044 members 
Mstep: Class 22 contains 54633 members 
Mstep: Class 23 contains 2600 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3981 members 
Mstep: Class 26 contains 4695 members 
Mstep: Class 27 contains 36643 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 120901 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17132 members 
Mstep: Class 32 contains 9866 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941664.000000 Penalty: 75654.937500
Iteration 260F: 35 clusters Score -1.089417e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19178 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 86539 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11412 members 
Mstep: Class 10 contains 54052 members 
Mstep: Class 11 contains 140047 members 
Mstep: Class 12 contains 36709 members 
Mstep: Class 13 contains 1729 members 
Mstep: Class 14 contains 6173 members 
Mstep: Class 15 contains 10334 members 
Mstep: Class 16 contains 27488 members 
Mstep: Class 17 contains 6468 members 
Mstep: Class 18 contains 7764 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 6043 members 
Mstep: Class 22 contains 54588 members 
Mstep: Class 23 contains 2600 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3983 members 
Mstep: Class 26 contains 4695 members 
Mstep: Class 27 contains 36638 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 120911 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17132 members 
Mstep: Class 32 contains 9869 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941664.000000 Penalty: 75654.937500
Iteration 261Q: 35 clusters Score -1.089417e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19183 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28280 members 
Mstep: Class 7 contains 86536 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11391 members 
Mstep: Class 10 contains 54068 members 
Mstep: Class 11 contains 140056 members 
Mstep: Class 12 contains 36710 members 
Mstep: Class 13 contains 1728 members 
Mstep: Class 14 contains 6176 members 
Mstep: Class 15 contains 10338 members 
Mstep: Class 16 contains 27486 members 
Mstep: Class 17 contains 6466 members 
Mstep: Class 18 contains 7763 members 
Mstep: Class 19 contains 14855 members 
Mstep: Class 20 contains 2867 members 
Mstep: Class 21 contains 6041 members 
Mstep: Class 22 contains 54553 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3987 members 
Mstep: Class 26 contains 4695 members 
Mstep: Class 27 contains 36630 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 120911 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17132 members 
Mstep: Class 32 contains 9866 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941680.000000 Penalty: 75654.937500
Iteration 262Q: 35 clusters Score -1.089417e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19185 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28280 members 
Mstep: Class 7 contains 86535 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11373 members 
Mstep: Class 10 contains 54078 members 
Mstep: Class 11 contains 140060 members 
Mstep: Class 12 contains 36700 members 
Mstep: Class 13 contains 1729 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 10338 members 
Mstep: Class 16 contains 27486 members 
Mstep: Class 17 contains 6466 members 
Mstep: Class 18 contains 7764 members 
Mstep: Class 19 contains 14853 members 
Mstep: Class 20 contains 2874 members 
Mstep: Class 21 contains 6041 members 
Mstep: Class 22 contains 54507 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3993 members 
Mstep: Class 26 contains 4694 members 
Mstep: Class 27 contains 36626 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 120937 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17129 members 
Mstep: Class 32 contains 9868 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941672.000000 Penalty: 75654.937500
Iteration 263Q: 35 clusters Score -1.089417e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19193 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28282 members 
Mstep: Class 7 contains 86530 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 54095 members 
Mstep: Class 11 contains 140075 members 
Mstep: Class 12 contains 36691 members 
Mstep: Class 13 contains 1727 members 
Mstep: Class 14 contains 6178 members 
Mstep: Class 15 contains 10341 members 
Mstep: Class 16 contains 27484 members 
Mstep: Class 17 contains 6463 members 
Mstep: Class 18 contains 7763 members 
Mstep: Class 19 contains 14852 members 
Mstep: Class 20 contains 2889 members 
Mstep: Class 21 contains 6040 members 
Mstep: Class 22 contains 54466 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 3997 members 
Mstep: Class 26 contains 4694 members 
Mstep: Class 27 contains 36622 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 120949 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17125 members 
Mstep: Class 32 contains 9866 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941488.000000 Penalty: 75654.937500
Iteration 264Q: 35 clusters Score -1.089415e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19206 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 86532 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11330 members 
Mstep: Class 10 contains 54110 members 
Mstep: Class 11 contains 140069 members 
Mstep: Class 12 contains 36681 members 
Mstep: Class 13 contains 1727 members 
Mstep: Class 14 contains 6174 members 
Mstep: Class 15 contains 10342 members 
Mstep: Class 16 contains 27484 members 
Mstep: Class 17 contains 6459 members 
Mstep: Class 18 contains 7761 members 
Mstep: Class 19 contains 14852 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 21 contains 6039 members 
Mstep: Class 22 contains 54424 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4005 members 
Mstep: Class 26 contains 4693 members 
Mstep: Class 27 contains 36621 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 120987 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 9866 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941376.000000 Penalty: 75654.937500
Iteration 265Q: 35 clusters Score -1.089414e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19212 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28282 members 
Mstep: Class 7 contains 86532 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11312 members 
Mstep: Class 10 contains 54130 members 
Mstep: Class 11 contains 140066 members 
Mstep: Class 12 contains 36666 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 6173 members 
Mstep: Class 15 contains 10345 members 
Mstep: Class 16 contains 27482 members 
Mstep: Class 17 contains 6459 members 
Mstep: Class 18 contains 7760 members 
Mstep: Class 19 contains 14851 members 
Mstep: Class 20 contains 2922 members 
Mstep: Class 21 contains 6038 members 
Mstep: Class 22 contains 54391 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4008 members 
Mstep: Class 26 contains 4693 members 
Mstep: Class 27 contains 36619 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 121007 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17112 members 
Mstep: Class 32 contains 9866 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941456.000000 Penalty: 75654.937500
Iteration 266Q: 35 clusters Score -1.089415e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19218 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 86530 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11294 members 
Mstep: Class 10 contains 54140 members 
Mstep: Class 11 contains 140063 members 
Mstep: Class 12 contains 36664 members 
Mstep: Class 13 contains 1725 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 10348 members 
Mstep: Class 16 contains 27480 members 
Mstep: Class 17 contains 6458 members 
Mstep: Class 18 contains 7760 members 
Mstep: Class 19 contains 14850 members 
Mstep: Class 20 contains 2934 members 
Mstep: Class 21 contains 6039 members 
Mstep: Class 22 contains 54357 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4011 members 
Mstep: Class 26 contains 4693 members 
Mstep: Class 27 contains 36620 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 121023 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17110 members 
Mstep: Class 32 contains 9866 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941536.000000 Penalty: 75654.937500
Iteration 267Q: 35 clusters Score -1.089415e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19223 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28283 members 
Mstep: Class 7 contains 86525 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11268 members 
Mstep: Class 10 contains 54146 members 
Mstep: Class 11 contains 140056 members 
Mstep: Class 12 contains 36683 members 
Mstep: Class 13 contains 1724 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 27480 members 
Mstep: Class 17 contains 6456 members 
Mstep: Class 18 contains 7759 members 
Mstep: Class 19 contains 14853 members 
Mstep: Class 20 contains 2947 members 
Mstep: Class 21 contains 6039 members 
Mstep: Class 22 contains 54324 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4012 members 
Mstep: Class 26 contains 4692 members 
Mstep: Class 27 contains 36620 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 121031 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17111 members 
Mstep: Class 32 contains 9866 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941392.000000 Penalty: 75654.937500
Iteration 268Q: 35 clusters Score -1.089414e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19227 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28286 members 
Mstep: Class 7 contains 86523 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 54153 members 
Mstep: Class 11 contains 140055 members 
Mstep: Class 12 contains 36684 members 
Mstep: Class 13 contains 1724 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 10356 members 
Mstep: Class 16 contains 27480 members 
Mstep: Class 17 contains 6455 members 
Mstep: Class 18 contains 7759 members 
Mstep: Class 19 contains 14851 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 6036 members 
Mstep: Class 22 contains 54297 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4019 members 
Mstep: Class 26 contains 4692 members 
Mstep: Class 27 contains 36619 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 121035 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17110 members 
Mstep: Class 32 contains 9865 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941336.000000 Penalty: 75654.937500
Iteration 269Q: 35 clusters Score -1.089413e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19233 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28283 members 
Mstep: Class 7 contains 86520 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 54166 members 
Mstep: Class 11 contains 140053 members 
Mstep: Class 12 contains 36682 members 
Mstep: Class 13 contains 1723 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 10360 members 
Mstep: Class 16 contains 27480 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 7759 members 
Mstep: Class 19 contains 14849 members 
Mstep: Class 20 contains 2968 members 
Mstep: Class 21 contains 6033 members 
Mstep: Class 22 contains 54275 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4024 members 
Mstep: Class 26 contains 4691 members 
Mstep: Class 27 contains 36617 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 121042 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17105 members 
Mstep: Class 32 contains 9866 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941336.000000 Penalty: 75654.937500
Iteration 270Q: 35 clusters Score -1.089413e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 4701 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19235 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28284 members 
Mstep: Class 7 contains 86517 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11226 members 
Mstep: Class 10 contains 54177 members 
Mstep: Class 11 contains 140054 members 
Mstep: Class 12 contains 36672 members 
Mstep: Class 13 contains 1721 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 10363 members 
Mstep: Class 16 contains 27482 members 
Mstep: Class 17 contains 6450 members 
Mstep: Class 18 contains 7758 members 
Mstep: Class 19 contains 14847 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 6033 members 
Mstep: Class 22 contains 54265 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4028 members 
Mstep: Class 26 contains 4689 members 
Mstep: Class 27 contains 36615 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 121047 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17107 members 
Mstep: Class 32 contains 9868 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941192.000000 Penalty: 75654.937500
Iteration 271Q: 35 clusters Score -1.089412e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19234 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28284 members 
Mstep: Class 7 contains 86512 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11214 members 
Mstep: Class 10 contains 54186 members 
Mstep: Class 11 contains 140060 members 
Mstep: Class 12 contains 36656 members 
Mstep: Class 13 contains 1721 members 
Mstep: Class 14 contains 6156 members 
Mstep: Class 15 contains 10367 members 
Mstep: Class 16 contains 27481 members 
Mstep: Class 17 contains 6451 members 
Mstep: Class 18 contains 7759 members 
Mstep: Class 19 contains 14845 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 6032 members 
Mstep: Class 22 contains 54254 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4029 members 
Mstep: Class 26 contains 4691 members 
Mstep: Class 27 contains 36616 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 121055 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17108 members 
Mstep: Class 32 contains 9871 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941432.000000 Penalty: 75654.937500
Iteration 272Q: 35 clusters Score -1.089414e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19235 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28286 members 
Mstep: Class 7 contains 86506 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 54204 members 
Mstep: Class 11 contains 140059 members 
Mstep: Class 12 contains 36648 members 
Mstep: Class 13 contains 1721 members 
Mstep: Class 14 contains 6152 members 
Mstep: Class 15 contains 10370 members 
Mstep: Class 16 contains 27481 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 7758 members 
Mstep: Class 19 contains 14843 members 
Mstep: Class 20 contains 3004 members 
Mstep: Class 21 contains 6031 members 
Mstep: Class 22 contains 54235 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4031 members 
Mstep: Class 26 contains 4690 members 
Mstep: Class 27 contains 36614 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 121070 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17109 members 
Mstep: Class 32 contains 9874 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941520.000000 Penalty: 75654.937500
Iteration 273Q: 35 clusters Score -1.089415e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19236 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28289 members 
Mstep: Class 7 contains 86506 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11189 members 
Mstep: Class 10 contains 54216 members 
Mstep: Class 11 contains 140064 members 
Mstep: Class 12 contains 36631 members 
Mstep: Class 13 contains 1722 members 
Mstep: Class 14 contains 6151 members 
Mstep: Class 15 contains 10371 members 
Mstep: Class 16 contains 27480 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 7757 members 
Mstep: Class 19 contains 14843 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 6028 members 
Mstep: Class 22 contains 54221 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4030 members 
Mstep: Class 26 contains 4690 members 
Mstep: Class 27 contains 36614 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 121074 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17109 members 
Mstep: Class 32 contains 9875 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941560.000000 Penalty: 75654.937500
Iteration 274Q: 35 clusters Score -1.089416e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 4701 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19236 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28288 members 
Mstep: Class 7 contains 86503 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11175 members 
Mstep: Class 10 contains 54229 members 
Mstep: Class 11 contains 140068 members 
Mstep: Class 12 contains 36629 members 
Mstep: Class 13 contains 1721 members 
Mstep: Class 14 contains 6153 members 
Mstep: Class 15 contains 10374 members 
Mstep: Class 16 contains 27477 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 7756 members 
Mstep: Class 19 contains 14842 members 
Mstep: Class 20 contains 3014 members 
Mstep: Class 21 contains 6027 members 
Mstep: Class 22 contains 54209 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4029 members 
Mstep: Class 26 contains 4690 members 
Mstep: Class 27 contains 36611 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 121080 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17109 members 
Mstep: Class 32 contains 9876 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941592.000000 Penalty: 75654.937500
Iteration 275Q: 35 clusters Score -1.089416e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19236 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28289 members 
Mstep: Class 7 contains 86502 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11154 members 
Mstep: Class 10 contains 54237 members 
Mstep: Class 11 contains 140068 members 
Mstep: Class 12 contains 36633 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 6152 members 
Mstep: Class 15 contains 10380 members 
Mstep: Class 16 contains 27474 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 7754 members 
Mstep: Class 19 contains 14843 members 
Mstep: Class 20 contains 3015 members 
Mstep: Class 21 contains 6024 members 
Mstep: Class 22 contains 54198 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4032 members 
Mstep: Class 26 contains 4690 members 
Mstep: Class 27 contains 36608 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 121090 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17113 members 
Mstep: Class 32 contains 9874 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941600.000000 Penalty: 75654.937500
Iteration 276Q: 35 clusters Score -1.089416e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19241 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28286 members 
Mstep: Class 7 contains 86502 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11128 members 
Mstep: Class 10 contains 54239 members 
Mstep: Class 11 contains 140068 members 
Mstep: Class 12 contains 36644 members 
Mstep: Class 13 contains 1719 members 
Mstep: Class 14 contains 6150 members 
Mstep: Class 15 contains 10383 members 
Mstep: Class 16 contains 27472 members 
Mstep: Class 17 contains 6451 members 
Mstep: Class 18 contains 7752 members 
Mstep: Class 19 contains 14843 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 6024 members 
Mstep: Class 22 contains 54187 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 4688 members 
Mstep: Class 27 contains 36603 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 121103 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17114 members 
Mstep: Class 32 contains 9872 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941552.000000 Penalty: 75654.937500
Iteration 277Q: 35 clusters Score -1.089416e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 19244 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28287 members 
Mstep: Class 7 contains 86503 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 11110 members 
Mstep: Class 10 contains 54252 members 
Mstep: Class 11 contains 140069 members 
Mstep: Class 12 contains 36654 members 
Mstep: Class 13 contains 1718 members 
Mstep: Class 14 contains 6150 members 
Mstep: Class 15 contains 10383 members 
Mstep: Class 16 contains 27471 members 
Mstep: Class 17 contains 6450 members 
Mstep: Class 18 contains 7750 members 
Mstep: Class 19 contains 14842 members 
Mstep: Class 20 contains 3014 members 
Mstep: Class 21 contains 6024 members 
Mstep: Class 22 contains 54171 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 4687 members 
Mstep: Class 27 contains 36599 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 121113 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17114 members 
Mstep: Class 32 contains 9870 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941632.000000 Penalty: 75654.937500
Iteration 278Q: 35 clusters Score -1.089416e+08 nChanged 99
Entering ConstructFrom: 
Score: -108941632.000000 Penalty: 75654.937500
Entering ConstructFrom: 
Trying to split cluster 1 (20954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Entering Unmasked Estep 
Score: -2631318.500000 Penalty: 1616.888794
	Iteration 0F: 2 clusters Score -2631318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2616901.250000 Penalty: 3233.777588
	Iteration 0F: 3 clusters Score -2616901 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2622056.250000 Penalty: 3233.777588
	Iteration 1F: 3 clusters Score -2622056 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2622387.250000 Penalty: 3233.777588
	Iteration 2Q: 3 clusters Score -2622387 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2622688.000000 Penalty: 3233.777588
	Iteration 3Q: 3 clusters Score -2622688 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2622950.500000 Penalty: 3233.777588
	Iteration 4Q: 3 clusters Score -2622950 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2623228.750000 Penalty: 3233.777588
	Iteration 5Q: 3 clusters Score -2623229 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2623556.500000 Penalty: 3233.777588
	Iteration 6Q: 3 clusters Score -2623556 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2623896.500000 Penalty: 3233.777588
	Iteration 7Q: 3 clusters Score -2623896 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2624218.250000 Penalty: 3233.777588
	Iteration 8Q: 3 clusters Score -2624218 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2624547.500000 Penalty: 3233.777588
	Iteration 9Q: 3 clusters Score -2624548 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2624906.500000 Penalty: 3233.777588
	Iteration 10Q: 3 clusters Score -2624906 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2625306.500000 Penalty: 3233.777588
	Iteration 11Q: 3 clusters Score -2625306 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2625745.250000 Penalty: 3233.777588
	Iteration 12Q: 3 clusters Score -2625745 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2626205.000000 Penalty: 3233.777588
	Iteration 13Q: 3 clusters Score -2626205 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2626615.500000 Penalty: 3233.777588
	Iteration 14Q: 3 clusters Score -2626616 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2626909.750000 Penalty: 3233.777588
	Iteration 15Q: 3 clusters Score -2626910 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2627110.000000 Penalty: 3233.777588
	Iteration 16Q: 3 clusters Score -2627110 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2627236.500000 Penalty: 3233.777588
	Iteration 17Q: 3 clusters Score -2627236 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2627355.250000 Penalty: 3233.777588
	Iteration 18Q: 3 clusters Score -2627355 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2627449.250000 Penalty: 3233.777588
	Iteration 19Q: 3 clusters Score -2627449 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2627509.250000 Penalty: 3233.777588
	Iteration 20F: 3 clusters Score -2627509 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2627562.500000 Penalty: 3233.777588
	Iteration 21Q: 3 clusters Score -2627562 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2627603.250000 Penalty: 3233.777588
	Iteration 22Q: 3 clusters Score -2627603 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2627646.000000 Penalty: 3233.777588
	Iteration 23Q: 3 clusters Score -2627646 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2627677.750000 Penalty: 3233.777588
	Iteration 24Q: 3 clusters Score -2627678 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2627706.000000 Penalty: 3233.777588
	Iteration 25Q: 3 clusters Score -2627706 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2627726.750000 Penalty: 3233.777588
	Iteration 26Q: 3 clusters Score -2627727 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2627759.000000 Penalty: 3233.777588
	Iteration 27Q: 3 clusters Score -2627759 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2627780.000000 Penalty: 3233.777588
	Iteration 28Q: 3 clusters Score -2627780 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2627798.500000 Penalty: 3233.777588
	Iteration 29Q: 3 clusters Score -2627798 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2627816.500000 Penalty: 3233.777588
	Iteration 30Q: 3 clusters Score -2627816 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2627835.750000 Penalty: 3233.777588
	Iteration 31Q: 3 clusters Score -2627836 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2627859.250000 Penalty: 3233.777588
	Iteration 32Q: 3 clusters Score -2627859 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2627900.000000 Penalty: 3233.777588
	Iteration 33Q: 3 clusters Score -2627900 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2627924.250000 Penalty: 3233.777588
	Iteration 34Q: 3 clusters Score -2627924 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2627967.500000 Penalty: 3233.777588
	Iteration 35Q: 3 clusters Score -2627968 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2628011.500000 Penalty: 3233.777588
	Iteration 36Q: 3 clusters Score -2628012 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2628040.250000 Penalty: 3233.777588
	Iteration 37Q: 3 clusters Score -2628040 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2628069.750000 Penalty: 3233.777588
	Iteration 38Q: 3 clusters Score -2628070 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2628101.000000 Penalty: 3233.777588
	Iteration 39Q: 3 clusters Score -2628101 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2628113.500000 Penalty: 3233.777588
	Iteration 40F: 3 clusters Score -2628114 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2628147.000000 Penalty: 3233.777588
	Iteration 41Q: 3 clusters Score -2628147 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2628181.000000 Penalty: 3233.777588
	Iteration 42Q: 3 clusters Score -2628181 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2628225.500000 Penalty: 3233.777588
	Iteration 43Q: 3 clusters Score -2628226 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2628270.500000 Penalty: 3233.777588
	Iteration 44Q: 3 clusters Score -2628270 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2628286.250000 Penalty: 3233.777588
	Iteration 45Q: 3 clusters Score -2628286 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2628339.500000 Penalty: 3233.777588
	Iteration 46Q: 3 clusters Score -2628340 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2628398.750000 Penalty: 3233.777588
	Iteration 47Q: 3 clusters Score -2628399 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2628458.750000 Penalty: 3233.777588
	Iteration 48Q: 3 clusters Score -2628459 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2628549.250000 Penalty: 3233.777588
	Iteration 49Q: 3 clusters Score -2628549 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2628644.750000 Penalty: 3233.777588
	Iteration 50Q: 3 clusters Score -2628645 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2628732.250000 Penalty: 3233.777588
	Iteration 51Q: 3 clusters Score -2628732 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2628808.000000 Penalty: 3233.777588
	Iteration 52Q: 3 clusters Score -2628808 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2628910.250000 Penalty: 3233.777588
	Iteration 53Q: 3 clusters Score -2628910 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2628979.250000 Penalty: 3233.777588
	Iteration 54Q: 3 clusters Score -2628979 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2629050.750000 Penalty: 3233.777588
	Iteration 55Q: 3 clusters Score -2629051 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2629150.500000 Penalty: 3233.777588
	Iteration 56Q: 3 clusters Score -2629150 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2629245.250000 Penalty: 3233.777588
	Iteration 57Q: 3 clusters Score -2629245 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2629350.500000 Penalty: 3233.777588
	Iteration 58Q: 3 clusters Score -2629350 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2629430.750000 Penalty: 3233.777588
	Iteration 59Q: 3 clusters Score -2629431 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2629491.250000 Penalty: 3233.777588
	Iteration 60F: 3 clusters Score -2629491 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2629550.250000 Penalty: 3233.777588
	Iteration 61Q: 3 clusters Score -2629550 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2629622.500000 Penalty: 3233.777588
	Iteration 62Q: 3 clusters Score -2629622 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2629677.000000 Penalty: 3233.777588
	Iteration 63Q: 3 clusters Score -2629677 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2629729.250000 Penalty: 3233.777588
	Iteration 64Q: 3 clusters Score -2629729 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2629760.000000 Penalty: 3233.777588
	Iteration 65Q: 3 clusters Score -2629760 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2629799.250000 Penalty: 3233.777588
	Iteration 66Q: 3 clusters Score -2629799 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2629815.750000 Penalty: 3233.777588
	Iteration 67Q: 3 clusters Score -2629816 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2629835.000000 Penalty: 3233.777588
	Iteration 68Q: 3 clusters Score -2629835 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2629837.250000 Penalty: 3233.777588
	Iteration 69Q: 3 clusters Score -2629837 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2629846.500000 Penalty: 3233.777588
	Iteration 70Q: 3 clusters Score -2629846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2629854.000000 Penalty: 3233.777588
	Iteration 71Q: 3 clusters Score -2629854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2629859.250000 Penalty: 3233.777588
	Iteration 72Q: 3 clusters Score -2629859 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2629881.500000 Penalty: 3233.777588
	Iteration 73Q: 3 clusters Score -2629882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2629883.750000 Penalty: 3233.777588
	Iteration 74Q: 3 clusters Score -2629884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2629884.500000 Penalty: 3233.777588
	Iteration 75Q: 3 clusters Score -2629884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2629897.250000 Penalty: 3233.777588
	Iteration 76Q: 3 clusters Score -2629897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2629894.750000 Penalty: 3233.777588
	Iteration 77Q: 3 clusters Score -2629895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2629899.750000 Penalty: 3233.777588
	Iteration 78Q: 3 clusters Score -2629900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2629901.000000 Penalty: 3233.777588
	Iteration 79Q: 3 clusters Score -2629901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2629911.000000 Penalty: 3233.777588
	Iteration 80F: 3 clusters Score -2629911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2629913.750000 Penalty: 3233.777588
	Iteration 81Q: 3 clusters Score -2629914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2629914.250000 Penalty: 3233.777588
	Iteration 82Q: 3 clusters Score -2629914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2629914.750000 Penalty: 3233.777588
	Iteration 83Q: 3 clusters Score -2629915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2629921.250000 Penalty: 3233.777588
	Iteration 84Q: 3 clusters Score -2629921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2629923.250000 Penalty: 3233.777588
	Iteration 85Q: 3 clusters Score -2629923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2629925.000000 Penalty: 3233.777588
	Iteration 86Q: 3 clusters Score -2629925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2629926.750000 Penalty: 3233.777588
	Iteration 87Q: 3 clusters Score -2629927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2629927.250000 Penalty: 3233.777588
	Iteration 88Q: 3 clusters Score -2629927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2629923.750000 Penalty: 3233.777588
	Iteration 89Q: 3 clusters Score -2629924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2629918.750000 Penalty: 3233.777588
	Iteration 90Q: 3 clusters Score -2629919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2629926.750000 Penalty: 3233.777588
	Iteration 91Q: 3 clusters Score -2629927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2629925.500000 Penalty: 3233.777588
	Iteration 92Q: 3 clusters Score -2629926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2629926.500000 Penalty: 3233.777588
	Iteration 93Q: 3 clusters Score -2629926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2629928.750000 Penalty: 3233.777588
	Iteration 94Q: 3 clusters Score -2629929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2629931.500000 Penalty: 3233.777588
	Iteration 95Q: 3 clusters Score -2629932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2629935.750000 Penalty: 3233.777588
	Iteration 96Q: 3 clusters Score -2629936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2629935.500000 Penalty: 3233.777588
	Iteration 97Q: 3 clusters Score -2629936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2629933.250000 Penalty: 3233.777588
	Iteration 98Q: 3 clusters Score -2629933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2629935.500000 Penalty: 3233.777588
	Iteration 99Q: 3 clusters Score -2629936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2629934.750000 Penalty: 3233.777588
	Iteration 100F: 3 clusters Score -2629935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2629934.000000 Penalty: 3233.777588
	Iteration 101Q: 3 clusters Score -2629934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2629939.500000 Penalty: 3233.777588
	Iteration 102Q: 3 clusters Score -2629940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2629939.250000 Penalty: 3233.777588
	Iteration 103Q: 3 clusters Score -2629939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2629937.250000 Penalty: 3233.777588
	Iteration 104Q: 3 clusters Score -2629937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2629937.250000 Penalty: 3233.777588
	Iteration 105F: 3 clusters Score -2629937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Entering Unmasked Estep 
Score: -594248.562500 Penalty: 1374.058228
	Iteration 0F: 2 clusters Score -594248.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -590481.187500 Penalty: 2748.116455
	Iteration 0F: 3 clusters Score -590481.2 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -591423.937500 Penalty: 2748.116455
	Iteration 1F: 3 clusters Score -591423.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -591599.750000 Penalty: 2748.116455
	Iteration 2F: 3 clusters Score -591599.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -591734.875000 Penalty: 2748.116455
	Iteration 3F: 3 clusters Score -591734.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -591896.750000 Penalty: 2748.116455
	Iteration 4F: 3 clusters Score -591896.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -592074.687500 Penalty: 2748.116455
	Iteration 5F: 3 clusters Score -592074.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -592251.937500 Penalty: 2748.116455
	Iteration 6F: 3 clusters Score -592251.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -592445.562500 Penalty: 2748.116455
	Iteration 7F: 3 clusters Score -592445.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -592604.000000 Penalty: 2748.116455
	Iteration 8Q: 3 clusters Score -592604 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -592719.875000 Penalty: 2748.116455
	Iteration 9Q: 3 clusters Score -592719.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -592813.312500 Penalty: 2748.116455
	Iteration 10Q: 3 clusters Score -592813.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -592886.375000 Penalty: 2748.116455
	Iteration 11Q: 3 clusters Score -592886.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -592960.437500 Penalty: 2748.116455
	Iteration 12Q: 3 clusters Score -592960.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -593021.625000 Penalty: 2748.116455
	Iteration 13Q: 3 clusters Score -593021.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -593078.500000 Penalty: 2748.116455
	Iteration 14Q: 3 clusters Score -593078.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -593110.312500 Penalty: 2748.116455
	Iteration 15Q: 3 clusters Score -593110.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -593138.750000 Penalty: 2748.116455
	Iteration 16Q: 3 clusters Score -593138.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -593157.562500 Penalty: 2748.116455
	Iteration 17Q: 3 clusters Score -593157.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -593169.062500 Penalty: 2748.116455
	Iteration 18Q: 3 clusters Score -593169.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -593180.000000 Penalty: 2748.116455
	Iteration 19Q: 3 clusters Score -593180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -593188.562500 Penalty: 2748.116455
	Iteration 20F: 3 clusters Score -593188.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -593193.437500 Penalty: 2748.116455
	Iteration 21Q: 3 clusters Score -593193.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -593197.125000 Penalty: 2748.116455
	Iteration 22Q: 3 clusters Score -593197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -593199.062500 Penalty: 2748.116455
	Iteration 23Q: 3 clusters Score -593199.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -593201.625000 Penalty: 2748.116455
	Iteration 24Q: 3 clusters Score -593201.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -593203.875000 Penalty: 2748.116455
	Iteration 25Q: 3 clusters Score -593203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -593206.562500 Penalty: 2748.116455
	Iteration 26Q: 3 clusters Score -593206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -593208.625000 Penalty: 2748.116455
	Iteration 27Q: 3 clusters Score -593208.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -593209.375000 Penalty: 2748.116455
	Iteration 28Q: 3 clusters Score -593209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -593211.437500 Penalty: 2748.116455
	Iteration 29Q: 3 clusters Score -593211.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -593211.437500 Penalty: 2748.116455
	Iteration 30F: 3 clusters Score -593211.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -47307.210938 Penalty: 998.081055
	Iteration 0F: 2 clusters Score -47307.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46405.261719 Penalty: 1996.162109
	Iteration 0F: 3 clusters Score -46405.26 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46612.824219 Penalty: 1996.162109
	Iteration 1F: 3 clusters Score -46612.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46681.546875 Penalty: 1996.162109
	Iteration 2F: 3 clusters Score -46681.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46729.890625 Penalty: 1996.162109
	Iteration 3Q: 3 clusters Score -46729.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46756.406250 Penalty: 1996.162109
	Iteration 4Q: 3 clusters Score -46756.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46764.574219 Penalty: 1996.162109
	Iteration 5Q: 3 clusters Score -46764.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46779.644531 Penalty: 1996.162109
	Iteration 6Q: 3 clusters Score -46779.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46795.445312 Penalty: 1996.162109
	Iteration 7Q: 3 clusters Score -46795.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46798.789062 Penalty: 1996.162109
	Iteration 8Q: 3 clusters Score -46798.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46800.164062 Penalty: 1996.162109
	Iteration 9Q: 3 clusters Score -46800.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46803.691406 Penalty: 1996.162109
	Iteration 10Q: 3 clusters Score -46803.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46805.941406 Penalty: 1996.162109
	Iteration 11Q: 3 clusters Score -46805.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46806.769531 Penalty: 1996.162109
	Iteration 12Q: 3 clusters Score -46806.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46807.320312 Penalty: 1996.162109
	Iteration 13Q: 3 clusters Score -46807.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46807.535156 Penalty: 1996.162109
	Iteration 14Q: 3 clusters Score -46807.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46807.535156 Penalty: 1996.162109
	Iteration 15F: 3 clusters Score -46807.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Entering Unmasked Estep 
Score: -2460210.750000 Penalty: 1603.080444
	Iteration 0F: 2 clusters Score -2460211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2447046.750000 Penalty: 3206.160889
	Iteration 0F: 3 clusters Score -2447047 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2451718.500000 Penalty: 3206.160889
	Iteration 1F: 3 clusters Score -2451718 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2452028.000000 Penalty: 3206.160889
	Iteration 2Q: 3 clusters Score -2452028 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2452323.250000 Penalty: 3206.160889
	Iteration 3Q: 3 clusters Score -2452323 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2452594.250000 Penalty: 3206.160889
	Iteration 4Q: 3 clusters Score -2452594 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2452870.750000 Penalty: 3206.160889
	Iteration 5Q: 3 clusters Score -2452871 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2453197.750000 Penalty: 3206.160889
	Iteration 6Q: 3 clusters Score -2453198 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2453649.500000 Penalty: 3206.160889
	Iteration 7Q: 3 clusters Score -2453650 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2454254.250000 Penalty: 3206.160889
	Iteration 8F: 3 clusters Score -2454254 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2455002.500000 Penalty: 3206.160889
	Iteration 9F: 3 clusters Score -2455002 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2455785.250000 Penalty: 3206.160889
	Iteration 10F: 3 clusters Score -2455785 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2456494.500000 Penalty: 3206.160889
	Iteration 11F: 3 clusters Score -2456494 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2457032.500000 Penalty: 3206.160889
	Iteration 12Q: 3 clusters Score -2457032 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2457455.750000 Penalty: 3206.160889
	Iteration 13Q: 3 clusters Score -2457456 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2457766.000000 Penalty: 3206.160889
	Iteration 14Q: 3 clusters Score -2457766 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2458010.000000 Penalty: 3206.160889
	Iteration 15Q: 3 clusters Score -2458010 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2458181.750000 Penalty: 3206.160889
	Iteration 16Q: 3 clusters Score -2458182 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2458313.000000 Penalty: 3206.160889
	Iteration 17Q: 3 clusters Score -2458313 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2458405.750000 Penalty: 3206.160889
	Iteration 18Q: 3 clusters Score -2458406 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2458498.000000 Penalty: 3206.160889
	Iteration 19Q: 3 clusters Score -2458498 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2458556.500000 Penalty: 3206.160889
	Iteration 20F: 3 clusters Score -2458556 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2458632.500000 Penalty: 3206.160889
	Iteration 21Q: 3 clusters Score -2458632 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2458690.000000 Penalty: 3206.160889
	Iteration 22Q: 3 clusters Score -2458690 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2458752.000000 Penalty: 3206.160889
	Iteration 23Q: 3 clusters Score -2458752 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2458795.750000 Penalty: 3206.160889
	Iteration 24Q: 3 clusters Score -2458796 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2458831.500000 Penalty: 3206.160889
	Iteration 25Q: 3 clusters Score -2458832 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2458860.500000 Penalty: 3206.160889
	Iteration 26Q: 3 clusters Score -2458860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2458893.000000 Penalty: 3206.160889
	Iteration 27Q: 3 clusters Score -2458893 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2458914.000000 Penalty: 3206.160889
	Iteration 28Q: 3 clusters Score -2458914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2458926.500000 Penalty: 3206.160889
	Iteration 29Q: 3 clusters Score -2458926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2458941.750000 Penalty: 3206.160889
	Iteration 30Q: 3 clusters Score -2458942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2458955.750000 Penalty: 3206.160889
	Iteration 31Q: 3 clusters Score -2458956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2458974.500000 Penalty: 3206.160889
	Iteration 32Q: 3 clusters Score -2458974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2458989.250000 Penalty: 3206.160889
	Iteration 33Q: 3 clusters Score -2458989 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2459011.000000 Penalty: 3206.160889
	Iteration 34Q: 3 clusters Score -2459011 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2459025.000000 Penalty: 3206.160889
	Iteration 35Q: 3 clusters Score -2459025 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2459040.250000 Penalty: 3206.160889
	Iteration 36Q: 3 clusters Score -2459040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2459061.500000 Penalty: 3206.160889
	Iteration 37Q: 3 clusters Score -2459062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2459080.000000 Penalty: 3206.160889
	Iteration 38Q: 3 clusters Score -2459080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2459103.000000 Penalty: 3206.160889
	Iteration 39Q: 3 clusters Score -2459103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2459107.250000 Penalty: 3206.160889
	Iteration 40F: 3 clusters Score -2459107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2459114.000000 Penalty: 3206.160889
	Iteration 41Q: 3 clusters Score -2459114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2459123.500000 Penalty: 3206.160889
	Iteration 42Q: 3 clusters Score -2459124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2459123.750000 Penalty: 3206.160889
	Iteration 43Q: 3 clusters Score -2459124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2459132.500000 Penalty: 3206.160889
	Iteration 44Q: 3 clusters Score -2459132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2459138.750000 Penalty: 3206.160889
	Iteration 45Q: 3 clusters Score -2459139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2459156.500000 Penalty: 3206.160889
	Iteration 46Q: 3 clusters Score -2459156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2459158.250000 Penalty: 3206.160889
	Iteration 47Q: 3 clusters Score -2459158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2459161.750000 Penalty: 3206.160889
	Iteration 48Q: 3 clusters Score -2459162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2459162.000000 Penalty: 3206.160889
	Iteration 49Q: 3 clusters Score -2459162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2459160.250000 Penalty: 3206.160889
	Iteration 50Q: 3 clusters Score -2459160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2459166.750000 Penalty: 3206.160889
	Iteration 51Q: 3 clusters Score -2459167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2459167.500000 Penalty: 3206.160889
	Iteration 52Q: 3 clusters Score -2459168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2459168.500000 Penalty: 3206.160889
	Iteration 53Q: 3 clusters Score -2459168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2459169.000000 Penalty: 3206.160889
	Iteration 54Q: 3 clusters Score -2459169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2459169.250000 Penalty: 3206.160889
	Iteration 55Q: 3 clusters Score -2459169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2459169.250000 Penalty: 3206.160889
	Iteration 56F: 3 clusters Score -2459169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -169575.796875 Penalty: 1178.112915
	Iteration 0F: 2 clusters Score -169575.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -167849.562500 Penalty: 2356.225830
	Iteration 0F: 3 clusters Score -167849.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -168196.515625 Penalty: 2356.225830
	Iteration 1F: 3 clusters Score -168196.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -168316.984375 Penalty: 2356.225830
	Iteration 2F: 3 clusters Score -168317 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -168383.171875 Penalty: 2356.225830
	Iteration 3F: 3 clusters Score -168383.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -168428.031250 Penalty: 2356.225830
	Iteration 4Q: 3 clusters Score -168428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -168469.703125 Penalty: 2356.225830
	Iteration 5Q: 3 clusters Score -168469.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -168507.718750 Penalty: 2356.225830
	Iteration 6Q: 3 clusters Score -168507.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -168532.343750 Penalty: 2356.225830
	Iteration 7Q: 3 clusters Score -168532.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -168557.875000 Penalty: 2356.225830
	Iteration 8Q: 3 clusters Score -168557.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -168576.765625 Penalty: 2356.225830
	Iteration 9Q: 3 clusters Score -168576.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -168584.906250 Penalty: 2356.225830
	Iteration 10Q: 3 clusters Score -168584.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -168592.984375 Penalty: 2356.225830
	Iteration 11Q: 3 clusters Score -168593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -168596.500000 Penalty: 2356.225830
	Iteration 12Q: 3 clusters Score -168596.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -168599.843750 Penalty: 2356.225830
	Iteration 13Q: 3 clusters Score -168599.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -168604.578125 Penalty: 2356.225830
	Iteration 14Q: 3 clusters Score -168604.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -168613.578125 Penalty: 2356.225830
	Iteration 15Q: 3 clusters Score -168613.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -168617.421875 Penalty: 2356.225830
	Iteration 16Q: 3 clusters Score -168617.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -168623.531250 Penalty: 2356.225830
	Iteration 17Q: 3 clusters Score -168623.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -168626.453125 Penalty: 2356.225830
	Iteration 18Q: 3 clusters Score -168626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -168628.156250 Penalty: 2356.225830
	Iteration 19Q: 3 clusters Score -168628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -168629.406250 Penalty: 2356.225830
	Iteration 20F: 3 clusters Score -168629.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -168631.000000 Penalty: 2356.225830
	Iteration 21Q: 3 clusters Score -168631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -168632.750000 Penalty: 2356.225830
	Iteration 22Q: 3 clusters Score -168632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -168634.453125 Penalty: 2356.225830
	Iteration 23Q: 3 clusters Score -168634.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -168635.421875 Penalty: 2356.225830
	Iteration 24Q: 3 clusters Score -168635.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -168636.078125 Penalty: 2356.225830
	Iteration 25Q: 3 clusters Score -168636.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -168638.000000 Penalty: 2356.225830
	Iteration 26Q: 3 clusters Score -168638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -168640.562500 Penalty: 2356.225830
	Iteration 27Q: 3 clusters Score -168640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -168642.671875 Penalty: 2356.225830
	Iteration 28Q: 3 clusters Score -168642.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -168643.265625 Penalty: 2356.225830
	Iteration 29Q: 3 clusters Score -168643.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -168643.968750 Penalty: 2356.225830
	Iteration 30Q: 3 clusters Score -168644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -168644.281250 Penalty: 2356.225830
	Iteration 31Q: 3 clusters Score -168644.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -168644.937500 Penalty: 2356.225830
	Iteration 32Q: 3 clusters Score -168644.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -168647.593750 Penalty: 2356.225830
	Iteration 33Q: 3 clusters Score -168647.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -168649.906250 Penalty: 2356.225830
	Iteration 34Q: 3 clusters Score -168649.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -168653.015625 Penalty: 2356.225830
	Iteration 35Q: 3 clusters Score -168653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -168653.250000 Penalty: 2356.225830
	Iteration 36Q: 3 clusters Score -168653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -168654.031250 Penalty: 2356.225830
	Iteration 37Q: 3 clusters Score -168654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -168654.312500 Penalty: 2356.225830
	Iteration 38Q: 3 clusters Score -168654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -168654.500000 Penalty: 2356.225830
	Iteration 39Q: 3 clusters Score -168654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -168654.875000 Penalty: 2356.225830
	Iteration 40F: 3 clusters Score -168654.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Entering Unmasked Estep 
Score: -3584645.500000 Penalty: 1665.639160
	Iteration 0F: 2 clusters Score -3584646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3565579.000000 Penalty: 3331.278320
	Iteration 0F: 3 clusters Score -3565579 nChanged 12956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3572781.000000 Penalty: 3331.278320
	Iteration 1F: 3 clusters Score -3572781 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3573288.750000 Penalty: 3331.278320
	Iteration 2F: 3 clusters Score -3573289 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3573966.500000 Penalty: 3331.278320
	Iteration 3F: 3 clusters Score -3573966 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -3575008.000000 Penalty: 3331.278320
	Iteration 4F: 3 clusters Score -3575008 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3576540.500000 Penalty: 3331.278320
	Iteration 5F: 3 clusters Score -3576540 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3578448.000000 Penalty: 3331.278320
	Iteration 6F: 3 clusters Score -3578448 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3580283.000000 Penalty: 3331.278320
	Iteration 7F: 3 clusters Score -3580283 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3581608.500000 Penalty: 3331.278320
	Iteration 8Q: 3 clusters Score -3581608 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3582444.750000 Penalty: 3331.278320
	Iteration 9Q: 3 clusters Score -3582445 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3582804.000000 Penalty: 3331.278320
	Iteration 10Q: 3 clusters Score -3582804 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -3582960.000000 Penalty: 3331.278320
	Iteration 11Q: 3 clusters Score -3582960 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -3583060.750000 Penalty: 3331.278320
	Iteration 12Q: 3 clusters Score -3583061 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -3583126.250000 Penalty: 3331.278320
	Iteration 13Q: 3 clusters Score -3583126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -3583178.000000 Penalty: 3331.278320
	Iteration 14Q: 3 clusters Score -3583178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -3583199.500000 Penalty: 3331.278320
	Iteration 15Q: 3 clusters Score -3583200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3583215.000000 Penalty: 3331.278320
	Iteration 16Q: 3 clusters Score -3583215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -3583223.500000 Penalty: 3331.278320
	Iteration 17Q: 3 clusters Score -3583224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -3583236.750000 Penalty: 3331.278320
	Iteration 18Q: 3 clusters Score -3583237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -3583243.000000 Penalty: 3331.278320
	Iteration 19Q: 3 clusters Score -3583243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3583246.750000 Penalty: 3331.278320
	Iteration 20F: 3 clusters Score -3583247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3583246.500000 Penalty: 3331.278320
	Iteration 21Q: 3 clusters Score -3583246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3583250.000000 Penalty: 3331.278320
	Iteration 22Q: 3 clusters Score -3583250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3583252.500000 Penalty: 3331.278320
	Iteration 23Q: 3 clusters Score -3583252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3583253.750000 Penalty: 3331.278320
	Iteration 24Q: 3 clusters Score -3583254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3583253.750000 Penalty: 3331.278320
	Iteration 25F: 3 clusters Score -3583254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86502 members 
Entering Unmasked Estep 
Score: -11069417.000000 Penalty: 1847.287476
	Iteration 0F: 2 clusters Score -1.106942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -11012456.000000 Penalty: 3694.574951
	Iteration 0F: 3 clusters Score -1.101246e+07 nChanged 41226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -11036208.000000 Penalty: 3694.574951
	Iteration 1F: 3 clusters Score -1.103621e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -11037369.000000 Penalty: 3694.574951
	Iteration 2Q: 3 clusters Score -1.103737e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -11038918.000000 Penalty: 3694.574951
	Iteration 3Q: 3 clusters Score -1.103892e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -11041180.000000 Penalty: 3694.574951
	Iteration 4F: 3 clusters Score -1.104118e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -11043773.000000 Penalty: 3694.574951
	Iteration 5F: 3 clusters Score -1.104377e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -11046407.000000 Penalty: 3694.574951
	Iteration 6F: 3 clusters Score -1.104641e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -11048782.000000 Penalty: 3694.574951
	Iteration 7F: 3 clusters Score -1.104878e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -11050254.000000 Penalty: 3694.574951
	Iteration 8Q: 3 clusters Score -1.105025e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -11051157.000000 Penalty: 3694.574951
	Iteration 9Q: 3 clusters Score -1.105116e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -11051883.000000 Penalty: 3694.574951
	Iteration 10Q: 3 clusters Score -1.105188e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -11052394.000000 Penalty: 3694.574951
	Iteration 11Q: 3 clusters Score -1.105239e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -11052852.000000 Penalty: 3694.574951
	Iteration 12Q: 3 clusters Score -1.105285e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -11053301.000000 Penalty: 3694.574951
	Iteration 13Q: 3 clusters Score -1.10533e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -11053822.000000 Penalty: 3694.574951
	Iteration 14Q: 3 clusters Score -1.105382e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -11054607.000000 Penalty: 3694.574951
	Iteration 15Q: 3 clusters Score -1.105461e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -11055482.000000 Penalty: 3694.574951
	Iteration 16Q: 3 clusters Score -1.105548e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -11056603.000000 Penalty: 3694.574951
	Iteration 17Q: 3 clusters Score -1.10566e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 62409 members 
Entering Unmasked Estep 
Score: -11058052.000000 Penalty: 3694.574951
	Iteration 18Q: 3 clusters Score -1.105805e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -11059620.000000 Penalty: 3694.574951
	Iteration 19Q: 3 clusters Score -1.105962e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -11061324.000000 Penalty: 3694.574951
	Iteration 20F: 3 clusters Score -1.106132e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -11062960.000000 Penalty: 3694.574951
	Iteration 21Q: 3 clusters Score -1.106296e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 75603 members 
Entering Unmasked Estep 
Score: -11064264.000000 Penalty: 3694.574951
	Iteration 22Q: 3 clusters Score -1.106426e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 77923 members 
Entering Unmasked Estep 
Score: -11065399.000000 Penalty: 3694.574951
	Iteration 23Q: 3 clusters Score -1.10654e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 79720 members 
Entering Unmasked Estep 
Score: -11066170.000000 Penalty: 3694.574951
	Iteration 24Q: 3 clusters Score -1.106617e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
Score: -11066818.000000 Penalty: 3694.574951
	Iteration 25Q: 3 clusters Score -1.106682e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -11067205.000000 Penalty: 3694.574951
	Iteration 26Q: 3 clusters Score -1.10672e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -11067490.000000 Penalty: 3694.574951
	Iteration 27Q: 3 clusters Score -1.106749e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 83301 members 
Entering Unmasked Estep 
Score: -11067639.000000 Penalty: 3694.574951
	Iteration 28Q: 3 clusters Score -1.106764e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 83662 members 
Entering Unmasked Estep 
Score: -11067731.000000 Penalty: 3694.574951
	Iteration 29Q: 3 clusters Score -1.106773e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -11067853.000000 Penalty: 3694.574951
	Iteration 30Q: 3 clusters Score -1.106785e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -11067945.000000 Penalty: 3694.574951
	Iteration 31Q: 3 clusters Score -1.106794e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -11068010.000000 Penalty: 3694.574951
	Iteration 32Q: 3 clusters Score -1.106801e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 84536 members 
Entering Unmasked Estep 
Score: -11068028.000000 Penalty: 3694.574951
	Iteration 33Q: 3 clusters Score -1.106803e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 84626 members 
Entering Unmasked Estep 
Score: -11068034.000000 Penalty: 3694.574951
	Iteration 34Q: 3 clusters Score -1.106803e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 84693 members 
Entering Unmasked Estep 
Score: -11068058.000000 Penalty: 3694.574951
	Iteration 35Q: 3 clusters Score -1.106806e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 84748 members 
Entering Unmasked Estep 
Score: -11068060.000000 Penalty: 3694.574951
	Iteration 36Q: 3 clusters Score -1.106806e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -11068064.000000 Penalty: 3694.574951
	Iteration 37Q: 3 clusters Score -1.106806e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -11068084.000000 Penalty: 3694.574951
	Iteration 38Q: 3 clusters Score -1.106808e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 84841 members 
Entering Unmasked Estep 
Score: -11068067.000000 Penalty: 3694.574951
	Iteration 39Q: 3 clusters Score -1.106807e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -11068081.000000 Penalty: 3694.574951
	Iteration 40F: 3 clusters Score -1.106808e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -11068080.000000 Penalty: 3694.574951
	Iteration 41Q: 3 clusters Score -1.106808e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -11068088.000000 Penalty: 3694.574951
	Iteration 42Q: 3 clusters Score -1.106809e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -11068102.000000 Penalty: 3694.574951
	Iteration 43Q: 3 clusters Score -1.10681e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 84951 members 
Entering Unmasked Estep 
Score: -11068099.000000 Penalty: 3694.574951
	Iteration 44Q: 3 clusters Score -1.10681e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 84981 members 
Entering Unmasked Estep 
Score: -11068114.000000 Penalty: 3694.574951
	Iteration 45Q: 3 clusters Score -1.106811e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 85004 members 
Entering Unmasked Estep 
Score: -11068115.000000 Penalty: 3694.574951
	Iteration 46Q: 3 clusters Score -1.106812e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 85024 members 
Entering Unmasked Estep 
Score: -11068103.000000 Penalty: 3694.574951
	Iteration 47Q: 3 clusters Score -1.10681e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 85043 members 
Entering Unmasked Estep 
Score: -11068106.000000 Penalty: 3694.574951
	Iteration 48Q: 3 clusters Score -1.106811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 85060 members 
Entering Unmasked Estep 
Score: -11068107.000000 Penalty: 3694.574951
	Iteration 49Q: 3 clusters Score -1.106811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 85075 members 
Entering Unmasked Estep 
Score: -11068115.000000 Penalty: 3694.574951
	Iteration 50Q: 3 clusters Score -1.106812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 85083 members 
Entering Unmasked Estep 
Score: -11068120.000000 Penalty: 3694.574951
	Iteration 51Q: 3 clusters Score -1.106812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -11068112.000000 Penalty: 3694.574951
	Iteration 52Q: 3 clusters Score -1.106811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -11068123.000000 Penalty: 3694.574951
	Iteration 53Q: 3 clusters Score -1.106812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -11068126.000000 Penalty: 3694.574951
	Iteration 54Q: 3 clusters Score -1.106813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 85102 members 
Entering Unmasked Estep 
Score: -11068119.000000 Penalty: 3694.574951
	Iteration 55Q: 3 clusters Score -1.106812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 85109 members 
Entering Unmasked Estep 
Score: -11068113.000000 Penalty: 3694.574951
	Iteration 56Q: 3 clusters Score -1.106811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 85115 members 
Entering Unmasked Estep 
Score: -11068107.000000 Penalty: 3694.574951
	Iteration 57Q: 3 clusters Score -1.106811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 85121 members 
Entering Unmasked Estep 
Score: -11068106.000000 Penalty: 3694.574951
	Iteration 58Q: 3 clusters Score -1.106811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -11068117.000000 Penalty: 3694.574951
	Iteration 59Q: 3 clusters Score -1.106812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 85130 members 
Entering Unmasked Estep 
Score: -11068119.000000 Penalty: 3694.574951
	Iteration 60F: 3 clusters Score -1.106812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 85131 members 
Entering Unmasked Estep 
Score: -11068120.000000 Penalty: 3694.574951
	Iteration 61Q: 3 clusters Score -1.106812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 85135 members 
Entering Unmasked Estep 
Score: -11068115.000000 Penalty: 3694.574951
	Iteration 62Q: 3 clusters Score -1.106812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 85138 members 
Entering Unmasked Estep 
Score: -11068120.000000 Penalty: 3694.574951
	Iteration 63Q: 3 clusters Score -1.106812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -11068119.000000 Penalty: 3694.574951
	Iteration 64Q: 3 clusters Score -1.106812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -11068128.000000 Penalty: 3694.574951
	Iteration 65Q: 3 clusters Score -1.106813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -11068138.000000 Penalty: 3694.574951
	Iteration 66Q: 3 clusters Score -1.106814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 85138 members 
Entering Unmasked Estep 
Score: -11068136.000000 Penalty: 3694.574951
	Iteration 67Q: 3 clusters Score -1.106814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -11068141.000000 Penalty: 3694.574951
	Iteration 68Q: 3 clusters Score -1.106814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -11068145.000000 Penalty: 3694.574951
	Iteration 69Q: 3 clusters Score -1.106814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -11068145.000000 Penalty: 3694.574951
	Iteration 70F: 3 clusters Score -1.106814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -29263.894531 Penalty: 971.979797
	Iteration 0F: 2 clusters Score -29263.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28556.339844 Penalty: 1943.959595
	Iteration 0F: 3 clusters Score -28556.34 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29117.328125 Penalty: 1943.959595
	Iteration 1F: 3 clusters Score -29117.33 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29676.531250 Penalty: 1943.959595
	Iteration 2F: 3 clusters Score -29676.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30125.933594 Penalty: 1943.959595
	Iteration 3F: 3 clusters Score -30125.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30373.484375 Penalty: 1943.959595
	Iteration 4Q: 3 clusters Score -30373.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30576.794922 Penalty: 1943.959595
	Iteration 5F: 3 clusters Score -30576.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30803.648438 Penalty: 1943.959595
	Iteration 6Q: 3 clusters Score -30803.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30950.382812 Penalty: 1943.959595
	Iteration 7Q: 3 clusters Score -30950.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30998.742188 Penalty: 1943.959595
	Iteration 8Q: 3 clusters Score -30998.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31036.150391 Penalty: 1943.959595
	Iteration 9Q: 3 clusters Score -31036.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31036.150391 Penalty: 1943.959595
	Iteration 10F: 3 clusters Score -31036.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 19247 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28285 members 
Mstep: Class 7 contains 86502 members 
Mstep: Class 8 contains 222 members 
Mstep: Class 9 contains 11094 members 
Mstep: Class 10 contains 54263 members 
Mstep: Class 11 contains 140067 members 
Mstep: Class 12 contains 36670 members 
Mstep: Class 13 contains 1717 members 
Mstep: Class 14 contains 6148 members 
Mstep: Class 15 contains 10382 members 
Mstep: Class 16 contains 27471 members 
Mstep: Class 17 contains 6449 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 14841 members 
Mstep: Class 20 contains 3015 members 
Mstep: Class 21 contains 6023 members 
Mstep: Class 22 contains 54157 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4040 members 
Mstep: Class 26 contains 4685 members 
Mstep: Class 27 contains 36600 members 
Mstep: Class 28 contains 5348 members 
Mstep: Class 29 contains 121116 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17112 members 
Mstep: Class 32 contains 9869 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131866 members 
Mstep: Class 35 contains 174 members 
Entering Unmasked Estep 
Score: -108941912.000000 Penalty: 77880.085938
Splitting cluster 8 changes total score from -108941632.000000 to -108941912.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 9 (11094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Entering Unmasked Estep 
Score: -1291979.250000 Penalty: 1513.550903
	Iteration 0F: 2 clusters Score -1291979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1284139.000000 Penalty: 3027.101807
	Iteration 0F: 3 clusters Score -1284139 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1286939.250000 Penalty: 3027.101807
	Iteration 1F: 3 clusters Score -1286939 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1287510.125000 Penalty: 3027.101807
	Iteration 2F: 3 clusters Score -1287510 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1288027.375000 Penalty: 3027.101807
	Iteration 3F: 3 clusters Score -1288027 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1288486.000000 Penalty: 3027.101807
	Iteration 4F: 3 clusters Score -1288486 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1288928.625000 Penalty: 3027.101807
	Iteration 5F: 3 clusters Score -1288929 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1289306.125000 Penalty: 3027.101807
	Iteration 6F: 3 clusters Score -1289306 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1289651.000000 Penalty: 3027.101807
	Iteration 7Q: 3 clusters Score -1289651 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1289929.750000 Penalty: 3027.101807
	Iteration 8Q: 3 clusters Score -1289930 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1290137.875000 Penalty: 3027.101807
	Iteration 9Q: 3 clusters Score -1290138 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1290260.000000 Penalty: 3027.101807
	Iteration 10Q: 3 clusters Score -1290260 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1290337.000000 Penalty: 3027.101807
	Iteration 11Q: 3 clusters Score -1290337 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1290387.500000 Penalty: 3027.101807
	Iteration 12Q: 3 clusters Score -1290388 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1290421.750000 Penalty: 3027.101807
	Iteration 13Q: 3 clusters Score -1290422 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1290447.875000 Penalty: 3027.101807
	Iteration 14Q: 3 clusters Score -1290448 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1290465.375000 Penalty: 3027.101807
	Iteration 15Q: 3 clusters Score -1290465 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1290478.500000 Penalty: 3027.101807
	Iteration 16Q: 3 clusters Score -1290478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1290489.000000 Penalty: 3027.101807
	Iteration 17Q: 3 clusters Score -1290489 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1290496.750000 Penalty: 3027.101807
	Iteration 18Q: 3 clusters Score -1290497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1290505.875000 Penalty: 3027.101807
	Iteration 19Q: 3 clusters Score -1290506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1290509.375000 Penalty: 3027.101807
	Iteration 20F: 3 clusters Score -1290509 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1290524.625000 Penalty: 3027.101807
	Iteration 21Q: 3 clusters Score -1290525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1290528.125000 Penalty: 3027.101807
	Iteration 22Q: 3 clusters Score -1290528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1290530.000000 Penalty: 3027.101807
	Iteration 23Q: 3 clusters Score -1290530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1290532.125000 Penalty: 3027.101807
	Iteration 24Q: 3 clusters Score -1290532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1290538.750000 Penalty: 3027.101807
	Iteration 25Q: 3 clusters Score -1290539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1290539.625000 Penalty: 3027.101807
	Iteration 26Q: 3 clusters Score -1290540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1290538.250000 Penalty: 3027.101807
	Iteration 27Q: 3 clusters Score -1290538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1290541.875000 Penalty: 3027.101807
	Iteration 28Q: 3 clusters Score -1290542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1290545.250000 Penalty: 3027.101807
	Iteration 29Q: 3 clusters Score -1290545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1290545.750000 Penalty: 3027.101807
	Iteration 30Q: 3 clusters Score -1290546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1290544.125000 Penalty: 3027.101807
	Iteration 31Q: 3 clusters Score -1290544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1290544.000000 Penalty: 3027.101807
	Iteration 32Q: 3 clusters Score -1290544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1290545.125000 Penalty: 3027.101807
	Iteration 33Q: 3 clusters Score -1290545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1290545.625000 Penalty: 3027.101807
	Iteration 34Q: 3 clusters Score -1290546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1290545.625000 Penalty: 3027.101807
	Iteration 35Q: 3 clusters Score -1290546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1290545.750000 Penalty: 3027.101807
	Iteration 36Q: 3 clusters Score -1290546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1290545.750000 Penalty: 3027.101807
	Iteration 37F: 3 clusters Score -1290546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Entering Unmasked Estep 
Score: -6434367.500000 Penalty: 1771.509644
	Iteration 0F: 2 clusters Score -6434368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -6398289.500000 Penalty: 3543.019287
	Iteration 0F: 3 clusters Score -6398290 nChanged 25501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -6412773.500000 Penalty: 3543.019287
	Iteration 1F: 3 clusters Score -6412774 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -6413404.500000 Penalty: 3543.019287
	Iteration 2Q: 3 clusters Score -6413404 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -6414141.500000 Penalty: 3543.019287
	Iteration 3Q: 3 clusters Score -6414142 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -6414965.500000 Penalty: 3543.019287
	Iteration 4Q: 3 clusters Score -6414966 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -6415851.500000 Penalty: 3543.019287
	Iteration 5Q: 3 clusters Score -6415852 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -6417005.000000 Penalty: 3543.019287
	Iteration 6Q: 3 clusters Score -6417005 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -6418363.500000 Penalty: 3543.019287
	Iteration 7Q: 3 clusters Score -6418364 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -6419859.500000 Penalty: 3543.019287
	Iteration 8F: 3 clusters Score -6419860 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -6421577.500000 Penalty: 3543.019287
	Iteration 9F: 3 clusters Score -6421578 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -6423372.000000 Penalty: 3543.019287
	Iteration 10F: 3 clusters Score -6423372 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -6425073.500000 Penalty: 3543.019287
	Iteration 11Q: 3 clusters Score -6425074 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -6426368.000000 Penalty: 3543.019287
	Iteration 12Q: 3 clusters Score -6426368 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -6427301.000000 Penalty: 3543.019287
	Iteration 13Q: 3 clusters Score -6427301 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -6427936.500000 Penalty: 3543.019287
	Iteration 14Q: 3 clusters Score -6427936 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -6428434.500000 Penalty: 3543.019287
	Iteration 15Q: 3 clusters Score -6428434 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -6428840.000000 Penalty: 3543.019287
	Iteration 16Q: 3 clusters Score -6428840 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -6429258.000000 Penalty: 3543.019287
	Iteration 17Q: 3 clusters Score -6429258 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -6429703.000000 Penalty: 3543.019287
	Iteration 18Q: 3 clusters Score -6429703 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -6430109.500000 Penalty: 3543.019287
	Iteration 19Q: 3 clusters Score -6430110 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -6430456.500000 Penalty: 3543.019287
	Iteration 20F: 3 clusters Score -6430456 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -6430728.000000 Penalty: 3543.019287
	Iteration 21Q: 3 clusters Score -6430728 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -6430956.500000 Penalty: 3543.019287
	Iteration 22Q: 3 clusters Score -6430956 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -6431201.500000 Penalty: 3543.019287
	Iteration 23Q: 3 clusters Score -6431202 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -6431372.000000 Penalty: 3543.019287
	Iteration 24Q: 3 clusters Score -6431372 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -6431479.500000 Penalty: 3543.019287
	Iteration 25Q: 3 clusters Score -6431480 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -6431590.000000 Penalty: 3543.019287
	Iteration 26Q: 3 clusters Score -6431590 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -6431736.500000 Penalty: 3543.019287
	Iteration 27Q: 3 clusters Score -6431736 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -6431869.500000 Penalty: 3543.019287
	Iteration 28Q: 3 clusters Score -6431870 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -6432018.000000 Penalty: 3543.019287
	Iteration 29Q: 3 clusters Score -6432018 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -6432145.000000 Penalty: 3543.019287
	Iteration 30Q: 3 clusters Score -6432145 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -6432278.000000 Penalty: 3543.019287
	Iteration 31Q: 3 clusters Score -6432278 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -6432391.500000 Penalty: 3543.019287
	Iteration 32Q: 3 clusters Score -6432392 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -6432452.500000 Penalty: 3543.019287
	Iteration 33Q: 3 clusters Score -6432452 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -6432538.000000 Penalty: 3543.019287
	Iteration 34Q: 3 clusters Score -6432538 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -6432646.000000 Penalty: 3543.019287
	Iteration 35Q: 3 clusters Score -6432646 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -6432702.000000 Penalty: 3543.019287
	Iteration 36Q: 3 clusters Score -6432702 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -6432791.500000 Penalty: 3543.019287
	Iteration 37Q: 3 clusters Score -6432792 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 51929 members 
Entering Unmasked Estep 
Score: -6432855.000000 Penalty: 3543.019287
	Iteration 38Q: 3 clusters Score -6432855 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -6432877.500000 Penalty: 3543.019287
	Iteration 39Q: 3 clusters Score -6432878 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -6432896.500000 Penalty: 3543.019287
	Iteration 40F: 3 clusters Score -6432896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -6432916.500000 Penalty: 3543.019287
	Iteration 41Q: 3 clusters Score -6432916 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -6432914.000000 Penalty: 3543.019287
	Iteration 42Q: 3 clusters Score -6432914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -6432935.500000 Penalty: 3543.019287
	Iteration 43Q: 3 clusters Score -6432936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -6432934.000000 Penalty: 3543.019287
	Iteration 44Q: 3 clusters Score -6432934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -6432932.500000 Penalty: 3543.019287
	Iteration 45Q: 3 clusters Score -6432932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 52374 members 
Entering Unmasked Estep 
Score: -6432927.500000 Penalty: 3543.019287
	Iteration 46Q: 3 clusters Score -6432928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -6432945.500000 Penalty: 3543.019287
	Iteration 47Q: 3 clusters Score -6432946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -6432966.500000 Penalty: 3543.019287
	Iteration 48Q: 3 clusters Score -6432966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -6432979.000000 Penalty: 3543.019287
	Iteration 49Q: 3 clusters Score -6432979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -6432982.000000 Penalty: 3543.019287
	Iteration 50Q: 3 clusters Score -6432982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -6432993.500000 Penalty: 3543.019287
	Iteration 51Q: 3 clusters Score -6432994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -6432994.000000 Penalty: 3543.019287
	Iteration 52Q: 3 clusters Score -6432994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -6433007.500000 Penalty: 3543.019287
	Iteration 53Q: 3 clusters Score -6433008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -6433008.000000 Penalty: 3543.019287
	Iteration 54Q: 3 clusters Score -6433008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -6432999.500000 Penalty: 3543.019287
	Iteration 55Q: 3 clusters Score -6433000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -6433008.000000 Penalty: 3543.019287
	Iteration 56Q: 3 clusters Score -6433008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -6433017.500000 Penalty: 3543.019287
	Iteration 57Q: 3 clusters Score -6433018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -6433020.000000 Penalty: 3543.019287
	Iteration 58Q: 3 clusters Score -6433020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -6433018.500000 Penalty: 3543.019287
	Iteration 59Q: 3 clusters Score -6433018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -6433023.500000 Penalty: 3543.019287
	Iteration 60F: 3 clusters Score -6433024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -6433023.500000 Penalty: 3543.019287
	Iteration 61Q: 3 clusters Score -6433024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -6433026.500000 Penalty: 3543.019287
	Iteration 62Q: 3 clusters Score -6433026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -6433029.000000 Penalty: 3543.019287
	Iteration 63Q: 3 clusters Score -6433029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -6433029.000000 Penalty: 3543.019287
	Iteration 64F: 3 clusters Score -6433029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (140067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140067 members 
Entering Unmasked Estep 
Score: -17777592.000000 Penalty: 1925.604858
	Iteration 0F: 2 clusters Score -1.777759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69976 members 
Mstep: Class 2 contains 70091 members 
Entering Unmasked Estep 
Score: -17695622.000000 Penalty: 3851.209717
	Iteration 0F: 3 clusters Score -1.769562e+07 nChanged 67478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69438 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -17735368.000000 Penalty: 3851.209717
	Iteration 1F: 3 clusters Score -1.773537e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 70780 members 
Entering Unmasked Estep 
Score: -17736134.000000 Penalty: 3851.209717
	Iteration 2Q: 3 clusters Score -1.773613e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69072 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -17737040.000000 Penalty: 3851.209717
	Iteration 3Q: 3 clusters Score -1.773704e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68891 members 
Mstep: Class 2 contains 71176 members 
Entering Unmasked Estep 
Score: -17738228.000000 Penalty: 3851.209717
	Iteration 4Q: 3 clusters Score -1.773823e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 71290 members 
Entering Unmasked Estep 
Score: -17739746.000000 Penalty: 3851.209717
	Iteration 5Q: 3 clusters Score -1.773975e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -17741766.000000 Penalty: 3851.209717
	Iteration 6Q: 3 clusters Score -1.774177e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68343 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -17744638.000000 Penalty: 3851.209717
	Iteration 7Q: 3 clusters Score -1.774464e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 72112 members 
Entering Unmasked Estep 
Score: -17748636.000000 Penalty: 3851.209717
	Iteration 8F: 3 clusters Score -1.774864e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -17753734.000000 Penalty: 3851.209717
	Iteration 9F: 3 clusters Score -1.775373e+07 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -17759064.000000 Penalty: 3851.209717
	Iteration 10F: 3 clusters Score -1.775906e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66277 members 
Mstep: Class 2 contains 73790 members 
Entering Unmasked Estep 
Score: -17762998.000000 Penalty: 3851.209717
	Iteration 11F: 3 clusters Score -1.7763e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66146 members 
Mstep: Class 2 contains 73921 members 
Entering Unmasked Estep 
Score: -17765096.000000 Penalty: 3851.209717
	Iteration 12Q: 3 clusters Score -1.77651e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -17765954.000000 Penalty: 3851.209717
	Iteration 13Q: 3 clusters Score -1.776595e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
Score: -17766386.000000 Penalty: 3851.209717
	Iteration 14Q: 3 clusters Score -1.776639e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -17766746.000000 Penalty: 3851.209717
	Iteration 15Q: 3 clusters Score -1.776675e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 72521 members 
Entering Unmasked Estep 
Score: -17766968.000000 Penalty: 3851.209717
	Iteration 16Q: 3 clusters Score -1.776697e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
Score: -17767198.000000 Penalty: 3851.209717
	Iteration 17Q: 3 clusters Score -1.77672e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -17767452.000000 Penalty: 3851.209717
	Iteration 18Q: 3 clusters Score -1.776745e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 70848 members 
Entering Unmasked Estep 
Score: -17767672.000000 Penalty: 3851.209717
	Iteration 19Q: 3 clusters Score -1.776767e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -17767780.000000 Penalty: 3851.209717
	Iteration 20F: 3 clusters Score -1.776778e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70552 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -17767972.000000 Penalty: 3851.209717
	Iteration 21Q: 3 clusters Score -1.776797e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71344 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -17768212.000000 Penalty: 3851.209717
	Iteration 22Q: 3 clusters Score -1.776821e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72218 members 
Mstep: Class 2 contains 67849 members 
Entering Unmasked Estep 
Score: -17768424.000000 Penalty: 3851.209717
	Iteration 23Q: 3 clusters Score -1.776842e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -17768636.000000 Penalty: 3851.209717
	Iteration 24Q: 3 clusters Score -1.776864e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74215 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -17768910.000000 Penalty: 3851.209717
	Iteration 25Q: 3 clusters Score -1.776891e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -17769324.000000 Penalty: 3851.209717
	Iteration 26Q: 3 clusters Score -1.776932e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -17769754.000000 Penalty: 3851.209717
	Iteration 27Q: 3 clusters Score -1.776975e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77630 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -17770164.000000 Penalty: 3851.209717
	Iteration 28Q: 3 clusters Score -1.777016e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 61162 members 
Entering Unmasked Estep 
Score: -17770554.000000 Penalty: 3851.209717
	Iteration 29Q: 3 clusters Score -1.777055e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80239 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -17771004.000000 Penalty: 3851.209717
	Iteration 30Q: 3 clusters Score -1.7771e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -17771310.000000 Penalty: 3851.209717
	Iteration 31Q: 3 clusters Score -1.777131e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 57100 members 
Entering Unmasked Estep 
Score: -17771626.000000 Penalty: 3851.209717
	Iteration 32Q: 3 clusters Score -1.777163e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84379 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -17772018.000000 Penalty: 3851.209717
	Iteration 33Q: 3 clusters Score -1.777202e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85825 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -17772378.000000 Penalty: 3851.209717
	Iteration 34Q: 3 clusters Score -1.777238e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -17772750.000000 Penalty: 3851.209717
	Iteration 35Q: 3 clusters Score -1.777275e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -17772982.000000 Penalty: 3851.209717
	Iteration 36Q: 3 clusters Score -1.777298e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -17773158.000000 Penalty: 3851.209717
	Iteration 37Q: 3 clusters Score -1.777316e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91323 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -17773334.000000 Penalty: 3851.209717
	Iteration 38Q: 3 clusters Score -1.777333e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92717 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -17773564.000000 Penalty: 3851.209717
	Iteration 39Q: 3 clusters Score -1.777356e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -17773922.000000 Penalty: 3851.209717
	Iteration 40F: 3 clusters Score -1.777392e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95668 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -17774222.000000 Penalty: 3851.209717
	Iteration 41Q: 3 clusters Score -1.777422e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -17774528.000000 Penalty: 3851.209717
	Iteration 42Q: 3 clusters Score -1.777453e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98624 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -17774872.000000 Penalty: 3851.209717
	Iteration 43Q: 3 clusters Score -1.777487e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100094 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -17775170.000000 Penalty: 3851.209717
	Iteration 44Q: 3 clusters Score -1.777517e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101545 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -17775500.000000 Penalty: 3851.209717
	Iteration 45Q: 3 clusters Score -1.77755e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103002 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -17775826.000000 Penalty: 3851.209717
	Iteration 46Q: 3 clusters Score -1.777583e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104439 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -17776118.000000 Penalty: 3851.209717
	Iteration 47Q: 3 clusters Score -1.777612e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -17776394.000000 Penalty: 3851.209717
	Iteration 48Q: 3 clusters Score -1.777639e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107150 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -17776670.000000 Penalty: 3851.209717
	Iteration 49Q: 3 clusters Score -1.777667e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108530 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -17777066.000000 Penalty: 3851.209717
	Iteration 50Q: 3 clusters Score -1.777707e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109864 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -17777590.000000 Penalty: 3851.209717
	Iteration 51Q: 3 clusters Score -1.777759e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111309 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -17778212.000000 Penalty: 3851.209717
	Iteration 52Q: 3 clusters Score -1.777821e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112899 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -17778898.000000 Penalty: 3851.209717
	Iteration 53Q: 3 clusters Score -1.77789e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114530 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -17779446.000000 Penalty: 3851.209717
	Iteration 54Q: 3 clusters Score -1.777945e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116170 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -17779822.000000 Penalty: 3851.209717
	Iteration 55Q: 3 clusters Score -1.777982e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117772 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -17780078.000000 Penalty: 3851.209717
	Iteration 56Q: 3 clusters Score -1.778008e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119305 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -17780056.000000 Penalty: 3851.209717
	Iteration 57Q: 3 clusters Score -1.778006e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120770 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -17779996.000000 Penalty: 3851.209717
	Iteration 58Q: 3 clusters Score -1.778e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122117 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -17779908.000000 Penalty: 3851.209717
	Iteration 59Q: 3 clusters Score -1.777991e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123345 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -17779782.000000 Penalty: 3851.209717
	Iteration 60F: 3 clusters Score -1.777978e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124477 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -17779652.000000 Penalty: 3851.209717
	Iteration 61Q: 3 clusters Score -1.777965e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125484 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -17779428.000000 Penalty: 3851.209717
	Iteration 62Q: 3 clusters Score -1.777943e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126427 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -17779410.000000 Penalty: 3851.209717
	Iteration 63Q: 3 clusters Score -1.777941e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127287 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -17779370.000000 Penalty: 3851.209717
	Iteration 64Q: 3 clusters Score -1.777937e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128174 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -17779324.000000 Penalty: 3851.209717
	Iteration 65Q: 3 clusters Score -1.777932e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128994 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -17779296.000000 Penalty: 3851.209717
	Iteration 66Q: 3 clusters Score -1.77793e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129762 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -17779198.000000 Penalty: 3851.209717
	Iteration 67Q: 3 clusters Score -1.77792e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130512 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -17779082.000000 Penalty: 3851.209717
	Iteration 68Q: 3 clusters Score -1.777908e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131243 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -17778826.000000 Penalty: 3851.209717
	Iteration 69Q: 3 clusters Score -1.777883e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131881 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -17778666.000000 Penalty: 3851.209717
	Iteration 70Q: 3 clusters Score -1.777867e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132462 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -17778548.000000 Penalty: 3851.209717
	Iteration 71Q: 3 clusters Score -1.777855e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132985 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -17778560.000000 Penalty: 3851.209717
	Iteration 72Q: 3 clusters Score -1.777856e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133457 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -17778422.000000 Penalty: 3851.209717
	Iteration 73Q: 3 clusters Score -1.777842e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133937 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -17778294.000000 Penalty: 3851.209717
	Iteration 74Q: 3 clusters Score -1.777829e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134386 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -17778220.000000 Penalty: 3851.209717
	Iteration 75Q: 3 clusters Score -1.777822e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134771 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -17778046.000000 Penalty: 3851.209717
	Iteration 76Q: 3 clusters Score -1.777805e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135135 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -17777958.000000 Penalty: 3851.209717
	Iteration 77Q: 3 clusters Score -1.777796e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135444 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -17777850.000000 Penalty: 3851.209717
	Iteration 78Q: 3 clusters Score -1.777785e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135730 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -17777778.000000 Penalty: 3851.209717
	Iteration 79Q: 3 clusters Score -1.777778e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135970 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -17777692.000000 Penalty: 3851.209717
	Iteration 80F: 3 clusters Score -1.777769e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136185 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -17777606.000000 Penalty: 3851.209717
	Iteration 81Q: 3 clusters Score -1.777761e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136397 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -17777492.000000 Penalty: 3851.209717
	Iteration 82Q: 3 clusters Score -1.777749e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136584 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -17777504.000000 Penalty: 3851.209717
	Iteration 83Q: 3 clusters Score -1.77775e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136746 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -17777490.000000 Penalty: 3851.209717
	Iteration 84Q: 3 clusters Score -1.777749e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136898 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -17777490.000000 Penalty: 3851.209717
	Iteration 85Q: 3 clusters Score -1.777749e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137049 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -17777498.000000 Penalty: 3851.209717
	Iteration 86Q: 3 clusters Score -1.77775e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137175 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -17777540.000000 Penalty: 3851.209717
	Iteration 87Q: 3 clusters Score -1.777754e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137277 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -17777486.000000 Penalty: 3851.209717
	Iteration 88Q: 3 clusters Score -1.777749e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137352 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -17777496.000000 Penalty: 3851.209717
	Iteration 89Q: 3 clusters Score -1.77775e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137419 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -17777468.000000 Penalty: 3851.209717
	Iteration 90Q: 3 clusters Score -1.777747e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137479 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -17777446.000000 Penalty: 3851.209717
	Iteration 91Q: 3 clusters Score -1.777745e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137542 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -17777422.000000 Penalty: 3851.209717
	Iteration 92Q: 3 clusters Score -1.777742e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137592 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -17777416.000000 Penalty: 3851.209717
	Iteration 93Q: 3 clusters Score -1.777742e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137640 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -17777404.000000 Penalty: 3851.209717
	Iteration 94Q: 3 clusters Score -1.77774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137684 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -17777354.000000 Penalty: 3851.209717
	Iteration 95Q: 3 clusters Score -1.777735e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137719 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -17777344.000000 Penalty: 3851.209717
	Iteration 96Q: 3 clusters Score -1.777734e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137747 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -17777322.000000 Penalty: 3851.209717
	Iteration 97Q: 3 clusters Score -1.777732e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137784 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -17777300.000000 Penalty: 3851.209717
	Iteration 98Q: 3 clusters Score -1.77773e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137822 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -17777282.000000 Penalty: 3851.209717
	Iteration 99Q: 3 clusters Score -1.777728e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137854 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -17777292.000000 Penalty: 3851.209717
	Iteration 100F: 3 clusters Score -1.777729e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137888 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -17777254.000000 Penalty: 3851.209717
	Iteration 101Q: 3 clusters Score -1.777725e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137916 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -17777262.000000 Penalty: 3851.209717
	Iteration 102Q: 3 clusters Score -1.777726e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137948 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -17777260.000000 Penalty: 3851.209717
	Iteration 103Q: 3 clusters Score -1.777726e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137979 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -17777260.000000 Penalty: 3851.209717
	Iteration 104Q: 3 clusters Score -1.777726e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138007 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -17777294.000000 Penalty: 3851.209717
	Iteration 105Q: 3 clusters Score -1.777729e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138039 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -17777284.000000 Penalty: 3851.209717
	Iteration 106Q: 3 clusters Score -1.777728e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138064 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -17777266.000000 Penalty: 3851.209717
	Iteration 107Q: 3 clusters Score -1.777727e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138093 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -17777280.000000 Penalty: 3851.209717
	Iteration 108Q: 3 clusters Score -1.777728e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138121 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -17777250.000000 Penalty: 3851.209717
	Iteration 109Q: 3 clusters Score -1.777725e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138150 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -17777234.000000 Penalty: 3851.209717
	Iteration 110Q: 3 clusters Score -1.777723e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138176 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -17777212.000000 Penalty: 3851.209717
	Iteration 111Q: 3 clusters Score -1.777721e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138205 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -17777202.000000 Penalty: 3851.209717
	Iteration 112Q: 3 clusters Score -1.77772e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138228 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -17777202.000000 Penalty: 3851.209717
	Iteration 113Q: 3 clusters Score -1.77772e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138253 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -17777216.000000 Penalty: 3851.209717
	Iteration 114Q: 3 clusters Score -1.777722e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138272 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -17777214.000000 Penalty: 3851.209717
	Iteration 115Q: 3 clusters Score -1.777721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138291 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -17777204.000000 Penalty: 3851.209717
	Iteration 116Q: 3 clusters Score -1.77772e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138311 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -17777190.000000 Penalty: 3851.209717
	Iteration 117Q: 3 clusters Score -1.777719e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138333 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -17777172.000000 Penalty: 3851.209717
	Iteration 118Q: 3 clusters Score -1.777717e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138357 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -17777174.000000 Penalty: 3851.209717
	Iteration 119Q: 3 clusters Score -1.777717e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138391 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -17777180.000000 Penalty: 3851.209717
	Iteration 120F: 3 clusters Score -1.777718e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138430 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -17777188.000000 Penalty: 3851.209717
	Iteration 121Q: 3 clusters Score -1.777719e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138466 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -17777198.000000 Penalty: 3851.209717
	Iteration 122Q: 3 clusters Score -1.77772e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138500 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -17777178.000000 Penalty: 3851.209717
	Iteration 123Q: 3 clusters Score -1.777718e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138533 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -17777162.000000 Penalty: 3851.209717
	Iteration 124Q: 3 clusters Score -1.777716e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138557 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -17777146.000000 Penalty: 3851.209717
	Iteration 125Q: 3 clusters Score -1.777715e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138575 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -17777138.000000 Penalty: 3851.209717
	Iteration 126Q: 3 clusters Score -1.777714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138588 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -17777158.000000 Penalty: 3851.209717
	Iteration 127Q: 3 clusters Score -1.777716e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138597 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -17777136.000000 Penalty: 3851.209717
	Iteration 128Q: 3 clusters Score -1.777714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138608 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -17777142.000000 Penalty: 3851.209717
	Iteration 129Q: 3 clusters Score -1.777714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138618 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -17777120.000000 Penalty: 3851.209717
	Iteration 130Q: 3 clusters Score -1.777712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138627 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -17777114.000000 Penalty: 3851.209717
	Iteration 131Q: 3 clusters Score -1.777711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138632 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -17777112.000000 Penalty: 3851.209717
	Iteration 132Q: 3 clusters Score -1.777711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138633 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -17777114.000000 Penalty: 3851.209717
	Iteration 133Q: 3 clusters Score -1.777711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138637 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -17777110.000000 Penalty: 3851.209717
	Iteration 134Q: 3 clusters Score -1.777711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138646 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -17777110.000000 Penalty: 3851.209717
	Iteration 135Q: 3 clusters Score -1.777711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138654 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -17777082.000000 Penalty: 3851.209717
	Iteration 136Q: 3 clusters Score -1.777708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138657 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -17777090.000000 Penalty: 3851.209717
	Iteration 137Q: 3 clusters Score -1.777709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138664 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -17777104.000000 Penalty: 3851.209717
	Iteration 138Q: 3 clusters Score -1.77771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138676 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -17777094.000000 Penalty: 3851.209717
	Iteration 139Q: 3 clusters Score -1.777709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138687 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -17777102.000000 Penalty: 3851.209717
	Iteration 140F: 3 clusters Score -1.77771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138696 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -17777092.000000 Penalty: 3851.209717
	Iteration 141Q: 3 clusters Score -1.777709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138705 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -17777084.000000 Penalty: 3851.209717
	Iteration 142Q: 3 clusters Score -1.777708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138712 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -17777090.000000 Penalty: 3851.209717
	Iteration 143Q: 3 clusters Score -1.777709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138720 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -17777078.000000 Penalty: 3851.209717
	Iteration 144Q: 3 clusters Score -1.777708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138727 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -17777066.000000 Penalty: 3851.209717
	Iteration 145Q: 3 clusters Score -1.777707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138732 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -17777066.000000 Penalty: 3851.209717
	Iteration 146Q: 3 clusters Score -1.777707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138736 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -17777074.000000 Penalty: 3851.209717
	Iteration 147Q: 3 clusters Score -1.777707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138739 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -17777058.000000 Penalty: 3851.209717
	Iteration 148Q: 3 clusters Score -1.777706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138745 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -17777050.000000 Penalty: 3851.209717
	Iteration 149Q: 3 clusters Score -1.777705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138750 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -17777062.000000 Penalty: 3851.209717
	Iteration 150Q: 3 clusters Score -1.777706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138755 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -17777068.000000 Penalty: 3851.209717
	Iteration 151Q: 3 clusters Score -1.777707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138761 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -17777086.000000 Penalty: 3851.209717
	Iteration 152Q: 3 clusters Score -1.777709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138765 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -17777084.000000 Penalty: 3851.209717
	Iteration 153Q: 3 clusters Score -1.777708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138771 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -17777084.000000 Penalty: 3851.209717
	Iteration 154Q: 3 clusters Score -1.777708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138776 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -17777092.000000 Penalty: 3851.209717
	Iteration 155Q: 3 clusters Score -1.777709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138782 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -17777086.000000 Penalty: 3851.209717
	Iteration 156Q: 3 clusters Score -1.777709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138785 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -17777088.000000 Penalty: 3851.209717
	Iteration 157Q: 3 clusters Score -1.777709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138786 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -17777080.000000 Penalty: 3851.209717
	Iteration 158Q: 3 clusters Score -1.777708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138786 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -17777090.000000 Penalty: 3851.209717
	Iteration 159Q: 3 clusters Score -1.777709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138787 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -17777084.000000 Penalty: 3851.209717
	Iteration 160F: 3 clusters Score -1.777708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138791 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -17777078.000000 Penalty: 3851.209717
	Iteration 161Q: 3 clusters Score -1.777708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138793 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -17777082.000000 Penalty: 3851.209717
	Iteration 162Q: 3 clusters Score -1.777708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138795 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -17777074.000000 Penalty: 3851.209717
	Iteration 163Q: 3 clusters Score -1.777707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138796 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -17777080.000000 Penalty: 3851.209717
	Iteration 164Q: 3 clusters Score -1.777708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138799 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -17777078.000000 Penalty: 3851.209717
	Iteration 165Q: 3 clusters Score -1.777708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138804 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -17777068.000000 Penalty: 3851.209717
	Iteration 166Q: 3 clusters Score -1.777707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138809 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -17777086.000000 Penalty: 3851.209717
	Iteration 167Q: 3 clusters Score -1.777709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138815 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -17777086.000000 Penalty: 3851.209717
	Iteration 168Q: 3 clusters Score -1.777709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138821 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -17777086.000000 Penalty: 3851.209717
	Iteration 169Q: 3 clusters Score -1.777709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138825 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -17777090.000000 Penalty: 3851.209717
	Iteration 170Q: 3 clusters Score -1.777709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138829 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -17777084.000000 Penalty: 3851.209717
	Iteration 171Q: 3 clusters Score -1.777708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138831 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -17777082.000000 Penalty: 3851.209717
	Iteration 172Q: 3 clusters Score -1.777708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138833 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -17777086.000000 Penalty: 3851.209717
	Iteration 173Q: 3 clusters Score -1.777709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138836 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -17777084.000000 Penalty: 3851.209717
	Iteration 174Q: 3 clusters Score -1.777708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138838 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -17777074.000000 Penalty: 3851.209717
	Iteration 175Q: 3 clusters Score -1.777707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138843 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -17777072.000000 Penalty: 3851.209717
	Iteration 176Q: 3 clusters Score -1.777707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138845 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -17777078.000000 Penalty: 3851.209717
	Iteration 177Q: 3 clusters Score -1.777708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138848 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -17777074.000000 Penalty: 3851.209717
	Iteration 178Q: 3 clusters Score -1.777707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138850 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -17777072.000000 Penalty: 3851.209717
	Iteration 179Q: 3 clusters Score -1.777707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138852 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -17777072.000000 Penalty: 3851.209717
	Iteration 180F: 3 clusters Score -1.777707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138853 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -17777060.000000 Penalty: 3851.209717
	Iteration 181Q: 3 clusters Score -1.777706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138854 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -17777066.000000 Penalty: 3851.209717
	Iteration 182Q: 3 clusters Score -1.777707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138853 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -17777062.000000 Penalty: 3851.209717
	Iteration 183Q: 3 clusters Score -1.777706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138853 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -17777062.000000 Penalty: 3851.209717
	Iteration 184F: 3 clusters Score -1.777706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Entering Unmasked Estep 
Score: -4386734.500000 Penalty: 1707.828491
	Iteration 0F: 2 clusters Score -4386734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -4362152.000000 Penalty: 3415.656982
	Iteration 0F: 3 clusters Score -4362152 nChanged 16915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4371812.500000 Penalty: 3415.656982
	Iteration 1F: 3 clusters Score -4371812 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -4372466.000000 Penalty: 3415.656982
	Iteration 2Q: 3 clusters Score -4372466 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -4373254.500000 Penalty: 3415.656982
	Iteration 3Q: 3 clusters Score -4373254 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -4374164.500000 Penalty: 3415.656982
	Iteration 4F: 3 clusters Score -4374164 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -4374984.500000 Penalty: 3415.656982
	Iteration 5F: 3 clusters Score -4374984 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -4375950.000000 Penalty: 3415.656982
	Iteration 6F: 3 clusters Score -4375950 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -4377030.000000 Penalty: 3415.656982
	Iteration 7F: 3 clusters Score -4377030 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -4378364.000000 Penalty: 3415.656982
	Iteration 8F: 3 clusters Score -4378364 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -4379633.000000 Penalty: 3415.656982
	Iteration 9Q: 3 clusters Score -4379633 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -4380666.500000 Penalty: 3415.656982
	Iteration 10Q: 3 clusters Score -4380666 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -4381401.000000 Penalty: 3415.656982
	Iteration 11Q: 3 clusters Score -4381401 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -4381983.500000 Penalty: 3415.656982
	Iteration 12Q: 3 clusters Score -4381984 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -4382431.500000 Penalty: 3415.656982
	Iteration 13Q: 3 clusters Score -4382432 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -4382827.500000 Penalty: 3415.656982
	Iteration 14Q: 3 clusters Score -4382828 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -4383230.000000 Penalty: 3415.656982
	Iteration 15Q: 3 clusters Score -4383230 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -4383537.500000 Penalty: 3415.656982
	Iteration 16Q: 3 clusters Score -4383538 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -4383861.500000 Penalty: 3415.656982
	Iteration 17Q: 3 clusters Score -4383862 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -4384151.500000 Penalty: 3415.656982
	Iteration 18Q: 3 clusters Score -4384152 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4384439.000000 Penalty: 3415.656982
	Iteration 19Q: 3 clusters Score -4384439 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -4384633.500000 Penalty: 3415.656982
	Iteration 20F: 3 clusters Score -4384634 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4384757.000000 Penalty: 3415.656982
	Iteration 21Q: 3 clusters Score -4384757 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4384894.000000 Penalty: 3415.656982
	Iteration 22Q: 3 clusters Score -4384894 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4385032.000000 Penalty: 3415.656982
	Iteration 23Q: 3 clusters Score -4385032 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4385129.500000 Penalty: 3415.656982
	Iteration 24Q: 3 clusters Score -4385130 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4385196.000000 Penalty: 3415.656982
	Iteration 25Q: 3 clusters Score -4385196 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4385263.000000 Penalty: 3415.656982
	Iteration 26Q: 3 clusters Score -4385263 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4385327.000000 Penalty: 3415.656982
	Iteration 27Q: 3 clusters Score -4385327 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4385367.500000 Penalty: 3415.656982
	Iteration 28Q: 3 clusters Score -4385368 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4385409.000000 Penalty: 3415.656982
	Iteration 29Q: 3 clusters Score -4385409 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4385459.500000 Penalty: 3415.656982
	Iteration 30Q: 3 clusters Score -4385460 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4385512.500000 Penalty: 3415.656982
	Iteration 31Q: 3 clusters Score -4385512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4385545.000000 Penalty: 3415.656982
	Iteration 32Q: 3 clusters Score -4385545 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4385567.000000 Penalty: 3415.656982
	Iteration 33Q: 3 clusters Score -4385567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4385585.500000 Penalty: 3415.656982
	Iteration 34Q: 3 clusters Score -4385586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4385616.000000 Penalty: 3415.656982
	Iteration 35Q: 3 clusters Score -4385616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4385654.500000 Penalty: 3415.656982
	Iteration 36Q: 3 clusters Score -4385654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4385668.000000 Penalty: 3415.656982
	Iteration 37Q: 3 clusters Score -4385668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4385681.500000 Penalty: 3415.656982
	Iteration 38Q: 3 clusters Score -4385682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4385686.000000 Penalty: 3415.656982
	Iteration 39Q: 3 clusters Score -4385686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4385702.500000 Penalty: 3415.656982
	Iteration 40F: 3 clusters Score -4385702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4385710.500000 Penalty: 3415.656982
	Iteration 41Q: 3 clusters Score -4385710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4385709.500000 Penalty: 3415.656982
	Iteration 42Q: 3 clusters Score -4385710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4385721.000000 Penalty: 3415.656982
	Iteration 43Q: 3 clusters Score -4385721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4385727.500000 Penalty: 3415.656982
	Iteration 44Q: 3 clusters Score -4385728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4385732.500000 Penalty: 3415.656982
	Iteration 45Q: 3 clusters Score -4385732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4385746.000000 Penalty: 3415.656982
	Iteration 46Q: 3 clusters Score -4385746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4385753.500000 Penalty: 3415.656982
	Iteration 47Q: 3 clusters Score -4385754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4385769.000000 Penalty: 3415.656982
	Iteration 48Q: 3 clusters Score -4385769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4385771.000000 Penalty: 3415.656982
	Iteration 49Q: 3 clusters Score -4385771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4385773.000000 Penalty: 3415.656982
	Iteration 50Q: 3 clusters Score -4385773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4385776.000000 Penalty: 3415.656982
	Iteration 51Q: 3 clusters Score -4385776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4385776.500000 Penalty: 3415.656982
	Iteration 52Q: 3 clusters Score -4385776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4385775.500000 Penalty: 3415.656982
	Iteration 53Q: 3 clusters Score -4385776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4385778.500000 Penalty: 3415.656982
	Iteration 54Q: 3 clusters Score -4385778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4385778.500000 Penalty: 3415.656982
	Iteration 55Q: 3 clusters Score -4385778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4385784.500000 Penalty: 3415.656982
	Iteration 56Q: 3 clusters Score -4385784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4385786.500000 Penalty: 3415.656982
	Iteration 57Q: 3 clusters Score -4385786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4385788.500000 Penalty: 3415.656982
	Iteration 58Q: 3 clusters Score -4385788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4385790.000000 Penalty: 3415.656982
	Iteration 59Q: 3 clusters Score -4385790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4385787.500000 Penalty: 3415.656982
	Iteration 60F: 3 clusters Score -4385788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4385792.000000 Penalty: 3415.656982
	Iteration 61Q: 3 clusters Score -4385792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4385789.000000 Penalty: 3415.656982
	Iteration 62Q: 3 clusters Score -4385789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4385789.500000 Penalty: 3415.656982
	Iteration 63Q: 3 clusters Score -4385790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4385793.500000 Penalty: 3415.656982
	Iteration 64Q: 3 clusters Score -4385794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4385791.500000 Penalty: 3415.656982
	Iteration 65Q: 3 clusters Score -4385792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4385798.000000 Penalty: 3415.656982
	Iteration 66Q: 3 clusters Score -4385798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4385798.000000 Penalty: 3415.656982
	Iteration 67Q: 3 clusters Score -4385798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4385803.500000 Penalty: 3415.656982
	Iteration 68Q: 3 clusters Score -4385804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4385805.500000 Penalty: 3415.656982
	Iteration 69Q: 3 clusters Score -4385806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4385804.500000 Penalty: 3415.656982
	Iteration 70Q: 3 clusters Score -4385804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4385807.000000 Penalty: 3415.656982
	Iteration 71Q: 3 clusters Score -4385807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4385806.000000 Penalty: 3415.656982
	Iteration 72Q: 3 clusters Score -4385806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4385809.500000 Penalty: 3415.656982
	Iteration 73Q: 3 clusters Score -4385810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4385810.500000 Penalty: 3415.656982
	Iteration 74Q: 3 clusters Score -4385810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4385814.500000 Penalty: 3415.656982
	Iteration 75Q: 3 clusters Score -4385814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4385813.000000 Penalty: 3415.656982
	Iteration 76Q: 3 clusters Score -4385813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4385811.500000 Penalty: 3415.656982
	Iteration 77Q: 3 clusters Score -4385812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4385809.500000 Penalty: 3415.656982
	Iteration 78Q: 3 clusters Score -4385810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4385809.500000 Penalty: 3415.656982
	Iteration 79F: 3 clusters Score -4385810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -232641.500000 Penalty: 1210.354248
	Iteration 0F: 2 clusters Score -232641.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -230716.296875 Penalty: 2420.708496
	Iteration 0F: 3 clusters Score -230716.3 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -231077.296875 Penalty: 2420.708496
	Iteration 1F: 3 clusters Score -231077.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -231166.906250 Penalty: 2420.708496
	Iteration 2F: 3 clusters Score -231166.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -231215.234375 Penalty: 2420.708496
	Iteration 3Q: 3 clusters Score -231215.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -231246.531250 Penalty: 2420.708496
	Iteration 4Q: 3 clusters Score -231246.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -231266.515625 Penalty: 2420.708496
	Iteration 5Q: 3 clusters Score -231266.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -231276.359375 Penalty: 2420.708496
	Iteration 6Q: 3 clusters Score -231276.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -231286.140625 Penalty: 2420.708496
	Iteration 7Q: 3 clusters Score -231286.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -231295.718750 Penalty: 2420.708496
	Iteration 8Q: 3 clusters Score -231295.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -231301.609375 Penalty: 2420.708496
	Iteration 9Q: 3 clusters Score -231301.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -231306.296875 Penalty: 2420.708496
	Iteration 10Q: 3 clusters Score -231306.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -231309.968750 Penalty: 2420.708496
	Iteration 11Q: 3 clusters Score -231310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -231314.906250 Penalty: 2420.708496
	Iteration 12Q: 3 clusters Score -231314.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -231321.937500 Penalty: 2420.708496
	Iteration 13Q: 3 clusters Score -231321.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -231330.390625 Penalty: 2420.708496
	Iteration 14Q: 3 clusters Score -231330.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -231338.265625 Penalty: 2420.708496
	Iteration 15Q: 3 clusters Score -231338.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -231343.421875 Penalty: 2420.708496
	Iteration 16Q: 3 clusters Score -231343.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -231346.078125 Penalty: 2420.708496
	Iteration 17Q: 3 clusters Score -231346.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -231348.031250 Penalty: 2420.708496
	Iteration 18Q: 3 clusters Score -231348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -231351.250000 Penalty: 2420.708496
	Iteration 19Q: 3 clusters Score -231351.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -231353.093750 Penalty: 2420.708496
	Iteration 20F: 3 clusters Score -231353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -231354.421875 Penalty: 2420.708496
	Iteration 21Q: 3 clusters Score -231354.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -231355.953125 Penalty: 2420.708496
	Iteration 22Q: 3 clusters Score -231356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -231359.750000 Penalty: 2420.708496
	Iteration 23Q: 3 clusters Score -231359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -231361.812500 Penalty: 2420.708496
	Iteration 24Q: 3 clusters Score -231361.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -231362.921875 Penalty: 2420.708496
	Iteration 25Q: 3 clusters Score -231362.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -231363.093750 Penalty: 2420.708496
	Iteration 26Q: 3 clusters Score -231363.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -231364.000000 Penalty: 2420.708496
	Iteration 27Q: 3 clusters Score -231364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -231364.437500 Penalty: 2420.708496
	Iteration 28Q: 3 clusters Score -231364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -231364.734375 Penalty: 2420.708496
	Iteration 29Q: 3 clusters Score -231364.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -231364.734375 Penalty: 2420.708496
	Iteration 30F: 3 clusters Score -231364.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Entering Unmasked Estep 
Score: -740262.125000 Penalty: 1417.630737
	Iteration 0F: 2 clusters Score -740262.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -735565.750000 Penalty: 2835.261475
	Iteration 0F: 3 clusters Score -735565.8 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -737164.750000 Penalty: 2835.261475
	Iteration 1F: 3 clusters Score -737164.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -737450.937500 Penalty: 2835.261475
	Iteration 2F: 3 clusters Score -737450.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -737696.812500 Penalty: 2835.261475
	Iteration 3F: 3 clusters Score -737696.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -737909.812500 Penalty: 2835.261475
	Iteration 4F: 3 clusters Score -737909.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -738070.562500 Penalty: 2835.261475
	Iteration 5Q: 3 clusters Score -738070.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -738215.875000 Penalty: 2835.261475
	Iteration 6Q: 3 clusters Score -738215.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -738348.250000 Penalty: 2835.261475
	Iteration 7Q: 3 clusters Score -738348.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -738464.812500 Penalty: 2835.261475
	Iteration 8Q: 3 clusters Score -738464.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -738558.062500 Penalty: 2835.261475
	Iteration 9Q: 3 clusters Score -738558.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -738644.375000 Penalty: 2835.261475
	Iteration 10Q: 3 clusters Score -738644.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -738732.562500 Penalty: 2835.261475
	Iteration 11Q: 3 clusters Score -738732.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -738814.875000 Penalty: 2835.261475
	Iteration 12Q: 3 clusters Score -738814.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -738896.187500 Penalty: 2835.261475
	Iteration 13Q: 3 clusters Score -738896.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -738970.000000 Penalty: 2835.261475
	Iteration 14Q: 3 clusters Score -738970 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -739045.812500 Penalty: 2835.261475
	Iteration 15Q: 3 clusters Score -739045.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -739109.062500 Penalty: 2835.261475
	Iteration 16Q: 3 clusters Score -739109.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -739148.750000 Penalty: 2835.261475
	Iteration 17Q: 3 clusters Score -739148.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -739177.250000 Penalty: 2835.261475
	Iteration 18Q: 3 clusters Score -739177.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -739192.000000 Penalty: 2835.261475
	Iteration 19Q: 3 clusters Score -739192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -739198.437500 Penalty: 2835.261475
	Iteration 20F: 3 clusters Score -739198.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -739205.875000 Penalty: 2835.261475
	Iteration 21Q: 3 clusters Score -739205.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -739209.750000 Penalty: 2835.261475
	Iteration 22Q: 3 clusters Score -739209.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -739212.875000 Penalty: 2835.261475
	Iteration 23Q: 3 clusters Score -739212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -739214.187500 Penalty: 2835.261475
	Iteration 24Q: 3 clusters Score -739214.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -739219.187500 Penalty: 2835.261475
	Iteration 25Q: 3 clusters Score -739219.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -739220.937500 Penalty: 2835.261475
	Iteration 26Q: 3 clusters Score -739220.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -739222.562500 Penalty: 2835.261475
	Iteration 27Q: 3 clusters Score -739222.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -739227.250000 Penalty: 2835.261475
	Iteration 28Q: 3 clusters Score -739227.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -739226.687500 Penalty: 2835.261475
	Iteration 29Q: 3 clusters Score -739226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -739231.437500 Penalty: 2835.261475
	Iteration 30Q: 3 clusters Score -739231.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -739232.062500 Penalty: 2835.261475
	Iteration 31Q: 3 clusters Score -739232.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -739234.562500 Penalty: 2835.261475
	Iteration 32Q: 3 clusters Score -739234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -739234.500000 Penalty: 2835.261475
	Iteration 33Q: 3 clusters Score -739234.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -739236.500000 Penalty: 2835.261475
	Iteration 34Q: 3 clusters Score -739236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -739237.125000 Penalty: 2835.261475
	Iteration 35Q: 3 clusters Score -739237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -739238.187500 Penalty: 2835.261475
	Iteration 36Q: 3 clusters Score -739238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -739237.250000 Penalty: 2835.261475
	Iteration 37Q: 3 clusters Score -739237.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -739237.250000 Penalty: 2835.261475
	Iteration 38F: 3 clusters Score -739237.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Entering Unmasked Estep 
Score: -1257855.000000 Penalty: 1502.772095
	Iteration 0F: 2 clusters Score -1257855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1250369.875000 Penalty: 3005.544189
	Iteration 0F: 3 clusters Score -1250370 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1252843.875000 Penalty: 3005.544189
	Iteration 1F: 3 clusters Score -1252844 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1253158.000000 Penalty: 3005.544189
	Iteration 2F: 3 clusters Score -1253158 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1253437.875000 Penalty: 3005.544189
	Iteration 3F: 3 clusters Score -1253438 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1253689.750000 Penalty: 3005.544189
	Iteration 4F: 3 clusters Score -1253690 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1253917.625000 Penalty: 3005.544189
	Iteration 5Q: 3 clusters Score -1253918 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1254161.875000 Penalty: 3005.544189
	Iteration 6Q: 3 clusters Score -1254162 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1254380.500000 Penalty: 3005.544189
	Iteration 7Q: 3 clusters Score -1254380 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1254577.625000 Penalty: 3005.544189
	Iteration 8Q: 3 clusters Score -1254578 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1254763.000000 Penalty: 3005.544189
	Iteration 9Q: 3 clusters Score -1254763 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1254946.875000 Penalty: 3005.544189
	Iteration 10Q: 3 clusters Score -1254947 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1255127.125000 Penalty: 3005.544189
	Iteration 11Q: 3 clusters Score -1255127 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1255294.000000 Penalty: 3005.544189
	Iteration 12Q: 3 clusters Score -1255294 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1255418.625000 Penalty: 3005.544189
	Iteration 13Q: 3 clusters Score -1255419 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1255527.375000 Penalty: 3005.544189
	Iteration 14Q: 3 clusters Score -1255527 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1255605.750000 Penalty: 3005.544189
	Iteration 15Q: 3 clusters Score -1255606 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1255659.500000 Penalty: 3005.544189
	Iteration 16Q: 3 clusters Score -1255660 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1255691.750000 Penalty: 3005.544189
	Iteration 17Q: 3 clusters Score -1255692 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1255712.250000 Penalty: 3005.544189
	Iteration 18Q: 3 clusters Score -1255712 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1255725.500000 Penalty: 3005.544189
	Iteration 19Q: 3 clusters Score -1255726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1255739.500000 Penalty: 3005.544189
	Iteration 20F: 3 clusters Score -1255740 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1255754.750000 Penalty: 3005.544189
	Iteration 21Q: 3 clusters Score -1255755 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1255767.625000 Penalty: 3005.544189
	Iteration 22Q: 3 clusters Score -1255768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1255784.500000 Penalty: 3005.544189
	Iteration 23Q: 3 clusters Score -1255784 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1255797.875000 Penalty: 3005.544189
	Iteration 24Q: 3 clusters Score -1255798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1255817.500000 Penalty: 3005.544189
	Iteration 25Q: 3 clusters Score -1255818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1255834.375000 Penalty: 3005.544189
	Iteration 26Q: 3 clusters Score -1255834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1255852.875000 Penalty: 3005.544189
	Iteration 27Q: 3 clusters Score -1255853 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1255869.500000 Penalty: 3005.544189
	Iteration 28Q: 3 clusters Score -1255870 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1255897.125000 Penalty: 3005.544189
	Iteration 29Q: 3 clusters Score -1255897 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1255911.875000 Penalty: 3005.544189
	Iteration 30Q: 3 clusters Score -1255912 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1255934.125000 Penalty: 3005.544189
	Iteration 31Q: 3 clusters Score -1255934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1255958.875000 Penalty: 3005.544189
	Iteration 32Q: 3 clusters Score -1255959 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1255979.625000 Penalty: 3005.544189
	Iteration 33Q: 3 clusters Score -1255980 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1256001.250000 Penalty: 3005.544189
	Iteration 34Q: 3 clusters Score -1256001 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1256016.625000 Penalty: 3005.544189
	Iteration 35Q: 3 clusters Score -1256017 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1256036.375000 Penalty: 3005.544189
	Iteration 36Q: 3 clusters Score -1256036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1256061.375000 Penalty: 3005.544189
	Iteration 37Q: 3 clusters Score -1256061 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1256084.875000 Penalty: 3005.544189
	Iteration 38Q: 3 clusters Score -1256085 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1256104.625000 Penalty: 3005.544189
	Iteration 39Q: 3 clusters Score -1256105 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1256123.625000 Penalty: 3005.544189
	Iteration 40F: 3 clusters Score -1256124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1256148.125000 Penalty: 3005.544189
	Iteration 41Q: 3 clusters Score -1256148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1256170.125000 Penalty: 3005.544189
	Iteration 42Q: 3 clusters Score -1256170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1256195.500000 Penalty: 3005.544189
	Iteration 43Q: 3 clusters Score -1256196 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1256226.125000 Penalty: 3005.544189
	Iteration 44Q: 3 clusters Score -1256226 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1256259.875000 Penalty: 3005.544189
	Iteration 45Q: 3 clusters Score -1256260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1256294.250000 Penalty: 3005.544189
	Iteration 46Q: 3 clusters Score -1256294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1256320.500000 Penalty: 3005.544189
	Iteration 47Q: 3 clusters Score -1256320 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1256347.500000 Penalty: 3005.544189
	Iteration 48Q: 3 clusters Score -1256348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1256375.625000 Penalty: 3005.544189
	Iteration 49Q: 3 clusters Score -1256376 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1256400.500000 Penalty: 3005.544189
	Iteration 50Q: 3 clusters Score -1256400 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1256431.250000 Penalty: 3005.544189
	Iteration 51Q: 3 clusters Score -1256431 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1256447.750000 Penalty: 3005.544189
	Iteration 52Q: 3 clusters Score -1256448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1256463.000000 Penalty: 3005.544189
	Iteration 53Q: 3 clusters Score -1256463 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1256472.750000 Penalty: 3005.544189
	Iteration 54Q: 3 clusters Score -1256473 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1256494.125000 Penalty: 3005.544189
	Iteration 55Q: 3 clusters Score -1256494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1256516.875000 Penalty: 3005.544189
	Iteration 56Q: 3 clusters Score -1256517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1256538.875000 Penalty: 3005.544189
	Iteration 57Q: 3 clusters Score -1256539 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1256553.375000 Penalty: 3005.544189
	Iteration 58Q: 3 clusters Score -1256553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1256570.625000 Penalty: 3005.544189
	Iteration 59Q: 3 clusters Score -1256571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1256579.500000 Penalty: 3005.544189
	Iteration 60F: 3 clusters Score -1256580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1256592.250000 Penalty: 3005.544189
	Iteration 61Q: 3 clusters Score -1256592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1256598.125000 Penalty: 3005.544189
	Iteration 62Q: 3 clusters Score -1256598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1256599.375000 Penalty: 3005.544189
	Iteration 63Q: 3 clusters Score -1256599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1256604.250000 Penalty: 3005.544189
	Iteration 64Q: 3 clusters Score -1256604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1256605.375000 Penalty: 3005.544189
	Iteration 65Q: 3 clusters Score -1256605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1256605.500000 Penalty: 3005.544189
	Iteration 66Q: 3 clusters Score -1256606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1256607.750000 Penalty: 3005.544189
	Iteration 67Q: 3 clusters Score -1256608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1256607.250000 Penalty: 3005.544189
	Iteration 68Q: 3 clusters Score -1256607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1256609.375000 Penalty: 3005.544189
	Iteration 69Q: 3 clusters Score -1256609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1256608.625000 Penalty: 3005.544189
	Iteration 70Q: 3 clusters Score -1256609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1256609.125000 Penalty: 3005.544189
	Iteration 71Q: 3 clusters Score -1256609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1256612.000000 Penalty: 3005.544189
	Iteration 72Q: 3 clusters Score -1256612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1256613.875000 Penalty: 3005.544189
	Iteration 73Q: 3 clusters Score -1256614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1256614.125000 Penalty: 3005.544189
	Iteration 74Q: 3 clusters Score -1256614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1256614.750000 Penalty: 3005.544189
	Iteration 75Q: 3 clusters Score -1256615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1256616.125000 Penalty: 3005.544189
	Iteration 76Q: 3 clusters Score -1256616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1256618.125000 Penalty: 3005.544189
	Iteration 77Q: 3 clusters Score -1256618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1256619.375000 Penalty: 3005.544189
	Iteration 78Q: 3 clusters Score -1256619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1256620.250000 Penalty: 3005.544189
	Iteration 79Q: 3 clusters Score -1256620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1256620.125000 Penalty: 3005.544189
	Iteration 80F: 3 clusters Score -1256620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1256620.125000 Penalty: 3005.544189
	Iteration 81Q: 3 clusters Score -1256620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1256621.250000 Penalty: 3005.544189
	Iteration 82Q: 3 clusters Score -1256621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1256622.125000 Penalty: 3005.544189
	Iteration 83Q: 3 clusters Score -1256622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1256623.750000 Penalty: 3005.544189
	Iteration 84Q: 3 clusters Score -1256624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1256623.875000 Penalty: 3005.544189
	Iteration 85Q: 3 clusters Score -1256624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1256631.750000 Penalty: 3005.544189
	Iteration 86Q: 3 clusters Score -1256632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1256634.875000 Penalty: 3005.544189
	Iteration 87Q: 3 clusters Score -1256635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1256633.750000 Penalty: 3005.544189
	Iteration 88Q: 3 clusters Score -1256634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1256636.000000 Penalty: 3005.544189
	Iteration 89Q: 3 clusters Score -1256636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1256640.000000 Penalty: 3005.544189
	Iteration 90Q: 3 clusters Score -1256640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1256639.250000 Penalty: 3005.544189
	Iteration 91Q: 3 clusters Score -1256639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1256643.750000 Penalty: 3005.544189
	Iteration 92Q: 3 clusters Score -1256644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1256643.000000 Penalty: 3005.544189
	Iteration 93Q: 3 clusters Score -1256643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1256644.875000 Penalty: 3005.544189
	Iteration 94Q: 3 clusters Score -1256645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1256648.375000 Penalty: 3005.544189
	Iteration 95Q: 3 clusters Score -1256648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1256646.875000 Penalty: 3005.544189
	Iteration 96Q: 3 clusters Score -1256647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1256646.875000 Penalty: 3005.544189
	Iteration 97F: 3 clusters Score -1256647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Entering Unmasked Estep 
Score: -3544745.500000 Penalty: 1660.894043
	Iteration 0F: 2 clusters Score -3544746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3526247.750000 Penalty: 3321.788086
	Iteration 0F: 3 clusters Score -3526248 nChanged 12496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3533091.500000 Penalty: 3321.788086
	Iteration 1F: 3 clusters Score -3533092 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3533593.000000 Penalty: 3321.788086
	Iteration 2Q: 3 clusters Score -3533593 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3534160.500000 Penalty: 3321.788086
	Iteration 3Q: 3 clusters Score -3534160 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3534830.500000 Penalty: 3321.788086
	Iteration 4F: 3 clusters Score -3534830 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3535547.250000 Penalty: 3321.788086
	Iteration 5F: 3 clusters Score -3535547 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3536326.750000 Penalty: 3321.788086
	Iteration 6F: 3 clusters Score -3536327 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3537075.500000 Penalty: 3321.788086
	Iteration 7F: 3 clusters Score -3537076 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3537814.500000 Penalty: 3321.788086
	Iteration 8Q: 3 clusters Score -3537814 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3538552.250000 Penalty: 3321.788086
	Iteration 9Q: 3 clusters Score -3538552 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3539334.250000 Penalty: 3321.788086
	Iteration 10Q: 3 clusters Score -3539334 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3540045.250000 Penalty: 3321.788086
	Iteration 11Q: 3 clusters Score -3540045 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -3540625.250000 Penalty: 3321.788086
	Iteration 12Q: 3 clusters Score -3540625 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3541110.250000 Penalty: 3321.788086
	Iteration 13Q: 3 clusters Score -3541110 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3541478.000000 Penalty: 3321.788086
	Iteration 14Q: 3 clusters Score -3541478 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3541721.000000 Penalty: 3321.788086
	Iteration 15Q: 3 clusters Score -3541721 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3541913.250000 Penalty: 3321.788086
	Iteration 16Q: 3 clusters Score -3541913 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3542077.500000 Penalty: 3321.788086
	Iteration 17Q: 3 clusters Score -3542078 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3542230.750000 Penalty: 3321.788086
	Iteration 18Q: 3 clusters Score -3542231 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3542362.500000 Penalty: 3321.788086
	Iteration 19Q: 3 clusters Score -3542362 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3542461.250000 Penalty: 3321.788086
	Iteration 20F: 3 clusters Score -3542461 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3542572.250000 Penalty: 3321.788086
	Iteration 21Q: 3 clusters Score -3542572 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3542653.250000 Penalty: 3321.788086
	Iteration 22Q: 3 clusters Score -3542653 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3542746.000000 Penalty: 3321.788086
	Iteration 23Q: 3 clusters Score -3542746 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3542848.000000 Penalty: 3321.788086
	Iteration 24Q: 3 clusters Score -3542848 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -3542931.000000 Penalty: 3321.788086
	Iteration 25Q: 3 clusters Score -3542931 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -3543014.750000 Penalty: 3321.788086
	Iteration 26Q: 3 clusters Score -3543015 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3543082.250000 Penalty: 3321.788086
	Iteration 27Q: 3 clusters Score -3543082 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -3543124.250000 Penalty: 3321.788086
	Iteration 28Q: 3 clusters Score -3543124 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3543176.500000 Penalty: 3321.788086
	Iteration 29Q: 3 clusters Score -3543176 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -3543214.250000 Penalty: 3321.788086
	Iteration 30Q: 3 clusters Score -3543214 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -3543264.750000 Penalty: 3321.788086
	Iteration 31Q: 3 clusters Score -3543265 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -3543306.500000 Penalty: 3321.788086
	Iteration 32Q: 3 clusters Score -3543306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3543321.250000 Penalty: 3321.788086
	Iteration 33Q: 3 clusters Score -3543321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3543351.500000 Penalty: 3321.788086
	Iteration 34Q: 3 clusters Score -3543352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3543369.500000 Penalty: 3321.788086
	Iteration 35Q: 3 clusters Score -3543370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -3543389.000000 Penalty: 3321.788086
	Iteration 36Q: 3 clusters Score -3543389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -3543397.500000 Penalty: 3321.788086
	Iteration 37Q: 3 clusters Score -3543398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3543398.750000 Penalty: 3321.788086
	Iteration 38Q: 3 clusters Score -3543399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3543406.750000 Penalty: 3321.788086
	Iteration 39Q: 3 clusters Score -3543407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -3543417.750000 Penalty: 3321.788086
	Iteration 40F: 3 clusters Score -3543418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3543428.000000 Penalty: 3321.788086
	Iteration 41Q: 3 clusters Score -3543428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3543435.750000 Penalty: 3321.788086
	Iteration 42Q: 3 clusters Score -3543436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -3543457.000000 Penalty: 3321.788086
	Iteration 43Q: 3 clusters Score -3543457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3543454.250000 Penalty: 3321.788086
	Iteration 44Q: 3 clusters Score -3543454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -3543462.250000 Penalty: 3321.788086
	Iteration 45Q: 3 clusters Score -3543462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -3543468.750000 Penalty: 3321.788086
	Iteration 46Q: 3 clusters Score -3543469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3543472.000000 Penalty: 3321.788086
	Iteration 47Q: 3 clusters Score -3543472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3543468.000000 Penalty: 3321.788086
	Iteration 48Q: 3 clusters Score -3543468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -3543465.500000 Penalty: 3321.788086
	Iteration 49Q: 3 clusters Score -3543466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -3543472.500000 Penalty: 3321.788086
	Iteration 50Q: 3 clusters Score -3543472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3543469.250000 Penalty: 3321.788086
	Iteration 51Q: 3 clusters Score -3543469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3543471.500000 Penalty: 3321.788086
	Iteration 52Q: 3 clusters Score -3543472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3543471.500000 Penalty: 3321.788086
	Iteration 53F: 3 clusters Score -3543472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Entering Unmasked Estep 
Score: -811622.125000 Penalty: 1425.398193
	Iteration 0F: 2 clusters Score -811622.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -806709.187500 Penalty: 2850.796387
	Iteration 0F: 3 clusters Score -806709.2 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -808098.125000 Penalty: 2850.796387
	Iteration 1F: 3 clusters Score -808098.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -808320.125000 Penalty: 2850.796387
	Iteration 2F: 3 clusters Score -808320.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -808558.687500 Penalty: 2850.796387
	Iteration 3F: 3 clusters Score -808558.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -808835.125000 Penalty: 2850.796387
	Iteration 4F: 3 clusters Score -808835.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -809201.437500 Penalty: 2850.796387
	Iteration 5F: 3 clusters Score -809201.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -809550.187500 Penalty: 2850.796387
	Iteration 6F: 3 clusters Score -809550.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -809881.437500 Penalty: 2850.796387
	Iteration 7F: 3 clusters Score -809881.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -810187.000000 Penalty: 2850.796387
	Iteration 8F: 3 clusters Score -810187 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -810429.375000 Penalty: 2850.796387
	Iteration 9F: 3 clusters Score -810429.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -810574.750000 Penalty: 2850.796387
	Iteration 10Q: 3 clusters Score -810574.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -810655.187500 Penalty: 2850.796387
	Iteration 11Q: 3 clusters Score -810655.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -810715.437500 Penalty: 2850.796387
	Iteration 12Q: 3 clusters Score -810715.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -810753.000000 Penalty: 2850.796387
	Iteration 13Q: 3 clusters Score -810753 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -810771.500000 Penalty: 2850.796387
	Iteration 14Q: 3 clusters Score -810771.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -810792.062500 Penalty: 2850.796387
	Iteration 15Q: 3 clusters Score -810792.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -810803.312500 Penalty: 2850.796387
	Iteration 16Q: 3 clusters Score -810803.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -810814.750000 Penalty: 2850.796387
	Iteration 17Q: 3 clusters Score -810814.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -810823.250000 Penalty: 2850.796387
	Iteration 18Q: 3 clusters Score -810823.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -810828.125000 Penalty: 2850.796387
	Iteration 19Q: 3 clusters Score -810828.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -810833.312500 Penalty: 2850.796387
	Iteration 20F: 3 clusters Score -810833.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -810837.375000 Penalty: 2850.796387
	Iteration 21Q: 3 clusters Score -810837.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -810838.062500 Penalty: 2850.796387
	Iteration 22Q: 3 clusters Score -810838.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -810839.187500 Penalty: 2850.796387
	Iteration 23Q: 3 clusters Score -810839.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -810841.812500 Penalty: 2850.796387
	Iteration 24Q: 3 clusters Score -810841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -810843.937500 Penalty: 2850.796387
	Iteration 25Q: 3 clusters Score -810843.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -810842.562500 Penalty: 2850.796387
	Iteration 26Q: 3 clusters Score -810842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -810841.500000 Penalty: 2850.796387
	Iteration 27Q: 3 clusters Score -810841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -810842.187500 Penalty: 2850.796387
	Iteration 28Q: 3 clusters Score -810842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -810842.750000 Penalty: 2850.796387
	Iteration 29Q: 3 clusters Score -810842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -810844.437500 Penalty: 2850.796387
	Iteration 30Q: 3 clusters Score -810844.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -810842.562500 Penalty: 2850.796387
	Iteration 31Q: 3 clusters Score -810842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -810842.562500 Penalty: 2850.796387
	Iteration 32F: 3 clusters Score -810842.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Entering Unmasked Estep 
Score: -979136.750000 Penalty: 1455.239380
	Iteration 0F: 2 clusters Score -979136.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -973484.250000 Penalty: 2910.478760
	Iteration 0F: 3 clusters Score -973484.2 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -975276.875000 Penalty: 2910.478760
	Iteration 1F: 3 clusters Score -975276.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -975582.750000 Penalty: 2910.478760
	Iteration 2F: 3 clusters Score -975582.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -975870.562500 Penalty: 2910.478760
	Iteration 3F: 3 clusters Score -975870.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -976253.937500 Penalty: 2910.478760
	Iteration 4F: 3 clusters Score -976253.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -976661.937500 Penalty: 2910.478760
	Iteration 5F: 3 clusters Score -976661.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -977002.062500 Penalty: 2910.478760
	Iteration 6F: 3 clusters Score -977002.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -977215.937500 Penalty: 2910.478760
	Iteration 7Q: 3 clusters Score -977215.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -977355.687500 Penalty: 2910.478760
	Iteration 8Q: 3 clusters Score -977355.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -977464.312500 Penalty: 2910.478760
	Iteration 9Q: 3 clusters Score -977464.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -977548.875000 Penalty: 2910.478760
	Iteration 10Q: 3 clusters Score -977548.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -977618.375000 Penalty: 2910.478760
	Iteration 11Q: 3 clusters Score -977618.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -977673.062500 Penalty: 2910.478760
	Iteration 12Q: 3 clusters Score -977673.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -977722.750000 Penalty: 2910.478760
	Iteration 13Q: 3 clusters Score -977722.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -977761.562500 Penalty: 2910.478760
	Iteration 14Q: 3 clusters Score -977761.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -977789.062500 Penalty: 2910.478760
	Iteration 15Q: 3 clusters Score -977789.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -977812.625000 Penalty: 2910.478760
	Iteration 16Q: 3 clusters Score -977812.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -977837.312500 Penalty: 2910.478760
	Iteration 17Q: 3 clusters Score -977837.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -977863.500000 Penalty: 2910.478760
	Iteration 18Q: 3 clusters Score -977863.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -977885.062500 Penalty: 2910.478760
	Iteration 19Q: 3 clusters Score -977885.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -977909.125000 Penalty: 2910.478760
	Iteration 20F: 3 clusters Score -977909.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -977928.437500 Penalty: 2910.478760
	Iteration 21Q: 3 clusters Score -977928.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -977936.687500 Penalty: 2910.478760
	Iteration 22Q: 3 clusters Score -977936.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -977945.000000 Penalty: 2910.478760
	Iteration 23Q: 3 clusters Score -977945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -977953.750000 Penalty: 2910.478760
	Iteration 24Q: 3 clusters Score -977953.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -977963.750000 Penalty: 2910.478760
	Iteration 25Q: 3 clusters Score -977963.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -977967.687500 Penalty: 2910.478760
	Iteration 26Q: 3 clusters Score -977967.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -977970.437500 Penalty: 2910.478760
	Iteration 27Q: 3 clusters Score -977970.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -977973.250000 Penalty: 2910.478760
	Iteration 28Q: 3 clusters Score -977973.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -977973.062500 Penalty: 2910.478760
	Iteration 29Q: 3 clusters Score -977973.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -977976.625000 Penalty: 2910.478760
	Iteration 30Q: 3 clusters Score -977976.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -977983.625000 Penalty: 2910.478760
	Iteration 31Q: 3 clusters Score -977983.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -977985.750000 Penalty: 2910.478760
	Iteration 32Q: 3 clusters Score -977985.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -977988.562500 Penalty: 2910.478760
	Iteration 33Q: 3 clusters Score -977988.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -977991.250000 Penalty: 2910.478760
	Iteration 34Q: 3 clusters Score -977991.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -977996.062500 Penalty: 2910.478760
	Iteration 35Q: 3 clusters Score -977996.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -977996.125000 Penalty: 2910.478760
	Iteration 36Q: 3 clusters Score -977996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -977997.062500 Penalty: 2910.478760
	Iteration 37Q: 3 clusters Score -977997.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -977996.687500 Penalty: 2910.478760
	Iteration 38Q: 3 clusters Score -977996.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -977997.687500 Penalty: 2910.478760
	Iteration 39Q: 3 clusters Score -977997.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -977998.812500 Penalty: 2910.478760
	Iteration 40F: 3 clusters Score -977998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -977999.875000 Penalty: 2910.478760
	Iteration 41Q: 3 clusters Score -977999.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -978000.500000 Penalty: 2910.478760
	Iteration 42Q: 3 clusters Score -978000.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -978000.500000 Penalty: 2910.478760
	Iteration 43F: 3 clusters Score -978000.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Entering Unmasked Estep 
Score: -1868319.625000 Penalty: 1560.836792
	Iteration 0F: 2 clusters Score -1868320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1858011.625000 Penalty: 3121.673584
	Iteration 0F: 3 clusters Score -1858012 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1861675.625000 Penalty: 3121.673584
	Iteration 1F: 3 clusters Score -1861676 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1862045.875000 Penalty: 3121.673584
	Iteration 2F: 3 clusters Score -1862046 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1862393.250000 Penalty: 3121.673584
	Iteration 3F: 3 clusters Score -1862393 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1862774.125000 Penalty: 3121.673584
	Iteration 4F: 3 clusters Score -1862774 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1863160.125000 Penalty: 3121.673584
	Iteration 5F: 3 clusters Score -1863160 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1863567.250000 Penalty: 3121.673584
	Iteration 6Q: 3 clusters Score -1863567 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1863983.625000 Penalty: 3121.673584
	Iteration 7Q: 3 clusters Score -1863984 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1864376.625000 Penalty: 3121.673584
	Iteration 8Q: 3 clusters Score -1864377 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1864786.000000 Penalty: 3121.673584
	Iteration 9Q: 3 clusters Score -1864786 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1865185.375000 Penalty: 3121.673584
	Iteration 10Q: 3 clusters Score -1865185 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1865508.125000 Penalty: 3121.673584
	Iteration 11Q: 3 clusters Score -1865508 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1865800.375000 Penalty: 3121.673584
	Iteration 12Q: 3 clusters Score -1865800 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1866016.625000 Penalty: 3121.673584
	Iteration 13Q: 3 clusters Score -1866017 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1866193.500000 Penalty: 3121.673584
	Iteration 14Q: 3 clusters Score -1866194 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1866348.250000 Penalty: 3121.673584
	Iteration 15Q: 3 clusters Score -1866348 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1866462.000000 Penalty: 3121.673584
	Iteration 16Q: 3 clusters Score -1866462 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1866546.875000 Penalty: 3121.673584
	Iteration 17Q: 3 clusters Score -1866547 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1866639.125000 Penalty: 3121.673584
	Iteration 18Q: 3 clusters Score -1866639 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1866708.875000 Penalty: 3121.673584
	Iteration 19Q: 3 clusters Score -1866709 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1866764.125000 Penalty: 3121.673584
	Iteration 20F: 3 clusters Score -1866764 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1866795.625000 Penalty: 3121.673584
	Iteration 21Q: 3 clusters Score -1866796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1866839.625000 Penalty: 3121.673584
	Iteration 22Q: 3 clusters Score -1866840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1866879.000000 Penalty: 3121.673584
	Iteration 23Q: 3 clusters Score -1866879 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1866914.500000 Penalty: 3121.673584
	Iteration 24Q: 3 clusters Score -1866914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1866936.000000 Penalty: 3121.673584
	Iteration 25Q: 3 clusters Score -1866936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1866958.625000 Penalty: 3121.673584
	Iteration 26Q: 3 clusters Score -1866959 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1866976.125000 Penalty: 3121.673584
	Iteration 27Q: 3 clusters Score -1866976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1866989.125000 Penalty: 3121.673584
	Iteration 28Q: 3 clusters Score -1866989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1867000.875000 Penalty: 3121.673584
	Iteration 29Q: 3 clusters Score -1867001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1867016.125000 Penalty: 3121.673584
	Iteration 30Q: 3 clusters Score -1867016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1867028.500000 Penalty: 3121.673584
	Iteration 31Q: 3 clusters Score -1867028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1867037.125000 Penalty: 3121.673584
	Iteration 32Q: 3 clusters Score -1867037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1867048.250000 Penalty: 3121.673584
	Iteration 33Q: 3 clusters Score -1867048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1867059.750000 Penalty: 3121.673584
	Iteration 34Q: 3 clusters Score -1867060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1867067.750000 Penalty: 3121.673584
	Iteration 35Q: 3 clusters Score -1867068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1867070.875000 Penalty: 3121.673584
	Iteration 36Q: 3 clusters Score -1867071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1867080.250000 Penalty: 3121.673584
	Iteration 37Q: 3 clusters Score -1867080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1867090.625000 Penalty: 3121.673584
	Iteration 38Q: 3 clusters Score -1867091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1867099.375000 Penalty: 3121.673584
	Iteration 39Q: 3 clusters Score -1867099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1867103.875000 Penalty: 3121.673584
	Iteration 40F: 3 clusters Score -1867104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1867106.625000 Penalty: 3121.673584
	Iteration 41Q: 3 clusters Score -1867107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1867114.375000 Penalty: 3121.673584
	Iteration 42Q: 3 clusters Score -1867114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1867118.500000 Penalty: 3121.673584
	Iteration 43Q: 3 clusters Score -1867118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1867123.625000 Penalty: 3121.673584
	Iteration 44Q: 3 clusters Score -1867124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1867122.750000 Penalty: 3121.673584
	Iteration 45Q: 3 clusters Score -1867123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1867125.375000 Penalty: 3121.673584
	Iteration 46Q: 3 clusters Score -1867125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1867125.375000 Penalty: 3121.673584
	Iteration 47F: 3 clusters Score -1867125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -409589.875000 Penalty: 1301.845215
	Iteration 0F: 2 clusters Score -409589.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -406819.500000 Penalty: 2603.690430
	Iteration 0F: 3 clusters Score -406819.5 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -407444.218750 Penalty: 2603.690430
	Iteration 1F: 3 clusters Score -407444.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -407577.937500 Penalty: 2603.690430
	Iteration 2F: 3 clusters Score -407577.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -407664.406250 Penalty: 2603.690430
	Iteration 3Q: 3 clusters Score -407664.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -407716.187500 Penalty: 2603.690430
	Iteration 4Q: 3 clusters Score -407716.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -407753.250000 Penalty: 2603.690430
	Iteration 5Q: 3 clusters Score -407753.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -407786.343750 Penalty: 2603.690430
	Iteration 6Q: 3 clusters Score -407786.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -407809.562500 Penalty: 2603.690430
	Iteration 7Q: 3 clusters Score -407809.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -407830.375000 Penalty: 2603.690430
	Iteration 8Q: 3 clusters Score -407830.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -407851.593750 Penalty: 2603.690430
	Iteration 9Q: 3 clusters Score -407851.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -407872.406250 Penalty: 2603.690430
	Iteration 10Q: 3 clusters Score -407872.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -407889.968750 Penalty: 2603.690430
	Iteration 11Q: 3 clusters Score -407890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -407902.625000 Penalty: 2603.690430
	Iteration 12Q: 3 clusters Score -407902.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -407915.656250 Penalty: 2603.690430
	Iteration 13Q: 3 clusters Score -407915.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -407930.250000 Penalty: 2603.690430
	Iteration 14Q: 3 clusters Score -407930.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -407942.562500 Penalty: 2603.690430
	Iteration 15Q: 3 clusters Score -407942.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -407956.187500 Penalty: 2603.690430
	Iteration 16Q: 3 clusters Score -407956.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -407973.375000 Penalty: 2603.690430
	Iteration 17Q: 3 clusters Score -407973.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -407992.312500 Penalty: 2603.690430
	Iteration 18Q: 3 clusters Score -407992.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -408006.187500 Penalty: 2603.690430
	Iteration 19Q: 3 clusters Score -408006.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -408024.906250 Penalty: 2603.690430
	Iteration 20F: 3 clusters Score -408024.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -408039.062500 Penalty: 2603.690430
	Iteration 21Q: 3 clusters Score -408039.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -408052.812500 Penalty: 2603.690430
	Iteration 22Q: 3 clusters Score -408052.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -408064.656250 Penalty: 2603.690430
	Iteration 23Q: 3 clusters Score -408064.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -408072.031250 Penalty: 2603.690430
	Iteration 24Q: 3 clusters Score -408072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -408084.281250 Penalty: 2603.690430
	Iteration 25Q: 3 clusters Score -408084.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -408096.781250 Penalty: 2603.690430
	Iteration 26Q: 3 clusters Score -408096.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -408108.312500 Penalty: 2603.690430
	Iteration 27Q: 3 clusters Score -408108.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -408121.250000 Penalty: 2603.690430
	Iteration 28Q: 3 clusters Score -408121.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -408144.781250 Penalty: 2603.690430
	Iteration 29Q: 3 clusters Score -408144.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -408178.781250 Penalty: 2603.690430
	Iteration 30Q: 3 clusters Score -408178.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -408215.562500 Penalty: 2603.690430
	Iteration 31Q: 3 clusters Score -408215.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -408241.937500 Penalty: 2603.690430
	Iteration 32Q: 3 clusters Score -408241.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -408263.531250 Penalty: 2603.690430
	Iteration 33Q: 3 clusters Score -408263.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -408283.781250 Penalty: 2603.690430
	Iteration 34Q: 3 clusters Score -408283.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -408307.312500 Penalty: 2603.690430
	Iteration 35Q: 3 clusters Score -408307.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -408319.875000 Penalty: 2603.690430
	Iteration 36Q: 3 clusters Score -408319.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -408335.093750 Penalty: 2603.690430
	Iteration 37Q: 3 clusters Score -408335.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -408350.843750 Penalty: 2603.690430
	Iteration 38Q: 3 clusters Score -408350.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -408364.000000 Penalty: 2603.690430
	Iteration 39Q: 3 clusters Score -408364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -408374.125000 Penalty: 2603.690430
	Iteration 40F: 3 clusters Score -408374.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -408386.656250 Penalty: 2603.690430
	Iteration 41Q: 3 clusters Score -408386.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -408394.093750 Penalty: 2603.690430
	Iteration 42Q: 3 clusters Score -408394.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -408404.218750 Penalty: 2603.690430
	Iteration 43Q: 3 clusters Score -408404.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -408410.437500 Penalty: 2603.690430
	Iteration 44Q: 3 clusters Score -408410.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -408416.250000 Penalty: 2603.690430
	Iteration 45Q: 3 clusters Score -408416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -408420.281250 Penalty: 2603.690430
	Iteration 46Q: 3 clusters Score -408420.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -408425.843750 Penalty: 2603.690430
	Iteration 47Q: 3 clusters Score -408425.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -408430.531250 Penalty: 2603.690430
	Iteration 48Q: 3 clusters Score -408430.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -408435.375000 Penalty: 2603.690430
	Iteration 49Q: 3 clusters Score -408435.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -408439.375000 Penalty: 2603.690430
	Iteration 50Q: 3 clusters Score -408439.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -408445.218750 Penalty: 2603.690430
	Iteration 51Q: 3 clusters Score -408445.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -408447.875000 Penalty: 2603.690430
	Iteration 52Q: 3 clusters Score -408447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -408449.437500 Penalty: 2603.690430
	Iteration 53Q: 3 clusters Score -408449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -408450.687500 Penalty: 2603.690430
	Iteration 54Q: 3 clusters Score -408450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -408451.187500 Penalty: 2603.690430
	Iteration 55Q: 3 clusters Score -408451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -408453.250000 Penalty: 2603.690430
	Iteration 56Q: 3 clusters Score -408453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -408454.812500 Penalty: 2603.690430
	Iteration 57Q: 3 clusters Score -408454.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -408455.187500 Penalty: 2603.690430
	Iteration 58Q: 3 clusters Score -408455.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -408455.187500 Penalty: 2603.690430
	Iteration 59F: 3 clusters Score -408455.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Entering Unmasked Estep 
Score: -690163.625000 Penalty: 1414.292847
	Iteration 0F: 2 clusters Score -690163.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -685606.375000 Penalty: 2828.585693
	Iteration 0F: 3 clusters Score -685606.4 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -687232.812500 Penalty: 2828.585693
	Iteration 1F: 3 clusters Score -687232.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -687678.937500 Penalty: 2828.585693
	Iteration 2F: 3 clusters Score -687678.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -688040.625000 Penalty: 2828.585693
	Iteration 3F: 3 clusters Score -688040.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -688292.500000 Penalty: 2828.585693
	Iteration 4F: 3 clusters Score -688292.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -688467.000000 Penalty: 2828.585693
	Iteration 5Q: 3 clusters Score -688467 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -688588.625000 Penalty: 2828.585693
	Iteration 6Q: 3 clusters Score -688588.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -688702.625000 Penalty: 2828.585693
	Iteration 7Q: 3 clusters Score -688702.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -688778.187500 Penalty: 2828.585693
	Iteration 8Q: 3 clusters Score -688778.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -688823.687500 Penalty: 2828.585693
	Iteration 9Q: 3 clusters Score -688823.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -688850.000000 Penalty: 2828.585693
	Iteration 10Q: 3 clusters Score -688850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -688877.937500 Penalty: 2828.585693
	Iteration 11Q: 3 clusters Score -688877.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -688910.375000 Penalty: 2828.585693
	Iteration 12Q: 3 clusters Score -688910.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -688939.937500 Penalty: 2828.585693
	Iteration 13Q: 3 clusters Score -688939.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -688972.062500 Penalty: 2828.585693
	Iteration 14Q: 3 clusters Score -688972.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -688997.250000 Penalty: 2828.585693
	Iteration 15Q: 3 clusters Score -688997.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -689017.687500 Penalty: 2828.585693
	Iteration 16Q: 3 clusters Score -689017.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -689036.562500 Penalty: 2828.585693
	Iteration 17Q: 3 clusters Score -689036.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -689050.750000 Penalty: 2828.585693
	Iteration 18Q: 3 clusters Score -689050.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -689060.812500 Penalty: 2828.585693
	Iteration 19Q: 3 clusters Score -689060.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -689068.250000 Penalty: 2828.585693
	Iteration 20F: 3 clusters Score -689068.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -689077.312500 Penalty: 2828.585693
	Iteration 21Q: 3 clusters Score -689077.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -689085.125000 Penalty: 2828.585693
	Iteration 22Q: 3 clusters Score -689085.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -689097.187500 Penalty: 2828.585693
	Iteration 23Q: 3 clusters Score -689097.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -689114.000000 Penalty: 2828.585693
	Iteration 24Q: 3 clusters Score -689114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -689131.687500 Penalty: 2828.585693
	Iteration 25Q: 3 clusters Score -689131.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -689157.062500 Penalty: 2828.585693
	Iteration 26Q: 3 clusters Score -689157.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -689175.625000 Penalty: 2828.585693
	Iteration 27Q: 3 clusters Score -689175.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -689203.875000 Penalty: 2828.585693
	Iteration 28Q: 3 clusters Score -689203.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -689226.437500 Penalty: 2828.585693
	Iteration 29Q: 3 clusters Score -689226.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -689246.750000 Penalty: 2828.585693
	Iteration 30Q: 3 clusters Score -689246.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -689265.875000 Penalty: 2828.585693
	Iteration 31Q: 3 clusters Score -689265.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -689279.687500 Penalty: 2828.585693
	Iteration 32Q: 3 clusters Score -689279.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -689292.500000 Penalty: 2828.585693
	Iteration 33Q: 3 clusters Score -689292.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -689307.312500 Penalty: 2828.585693
	Iteration 34Q: 3 clusters Score -689307.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -689316.375000 Penalty: 2828.585693
	Iteration 35Q: 3 clusters Score -689316.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -689325.437500 Penalty: 2828.585693
	Iteration 36Q: 3 clusters Score -689325.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -689330.750000 Penalty: 2828.585693
	Iteration 37Q: 3 clusters Score -689330.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -689336.187500 Penalty: 2828.585693
	Iteration 38Q: 3 clusters Score -689336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -689337.375000 Penalty: 2828.585693
	Iteration 39Q: 3 clusters Score -689337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -689339.000000 Penalty: 2828.585693
	Iteration 40F: 3 clusters Score -689339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -689341.875000 Penalty: 2828.585693
	Iteration 41Q: 3 clusters Score -689341.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -689341.437500 Penalty: 2828.585693
	Iteration 42Q: 3 clusters Score -689341.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -689343.062500 Penalty: 2828.585693
	Iteration 43Q: 3 clusters Score -689343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -689343.250000 Penalty: 2828.585693
	Iteration 44Q: 3 clusters Score -689343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -689343.062500 Penalty: 2828.585693
	Iteration 45Q: 3 clusters Score -689343.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -689343.062500 Penalty: 2828.585693
	Iteration 46Q: 3 clusters Score -689343.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -689343.937500 Penalty: 2828.585693
	Iteration 47Q: 3 clusters Score -689343.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -689344.687500 Penalty: 2828.585693
	Iteration 48Q: 3 clusters Score -689344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -689348.375000 Penalty: 2828.585693
	Iteration 49Q: 3 clusters Score -689348.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -689349.875000 Penalty: 2828.585693
	Iteration 50Q: 3 clusters Score -689349.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -689354.687500 Penalty: 2828.585693
	Iteration 51Q: 3 clusters Score -689354.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -689354.812500 Penalty: 2828.585693
	Iteration 52Q: 3 clusters Score -689354.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -689359.312500 Penalty: 2828.585693
	Iteration 53Q: 3 clusters Score -689359.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -689361.312500 Penalty: 2828.585693
	Iteration 54Q: 3 clusters Score -689361.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -689363.375000 Penalty: 2828.585693
	Iteration 55Q: 3 clusters Score -689363.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -689365.125000 Penalty: 2828.585693
	Iteration 56Q: 3 clusters Score -689365.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -689367.187500 Penalty: 2828.585693
	Iteration 57Q: 3 clusters Score -689367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -689367.500000 Penalty: 2828.585693
	Iteration 58Q: 3 clusters Score -689367.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -689367.500000 Penalty: 2828.585693
	Iteration 59F: 3 clusters Score -689367.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -6855945.500000 Penalty: 1771.192017
	Iteration 0F: 2 clusters Score -6855946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -6819854.000000 Penalty: 3542.384033
	Iteration 0F: 3 clusters Score -6819854 nChanged 25344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -6834048.500000 Penalty: 3542.384033
	Iteration 1F: 3 clusters Score -6834048 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -6834709.000000 Penalty: 3542.384033
	Iteration 2Q: 3 clusters Score -6834709 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -6835434.000000 Penalty: 3542.384033
	Iteration 3Q: 3 clusters Score -6835434 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -6836467.000000 Penalty: 3542.384033
	Iteration 4Q: 3 clusters Score -6836467 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -6837892.000000 Penalty: 3542.384033
	Iteration 5F: 3 clusters Score -6837892 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -6840003.000000 Penalty: 3542.384033
	Iteration 6F: 3 clusters Score -6840003 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -6842865.500000 Penalty: 3542.384033
	Iteration 7F: 3 clusters Score -6842866 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -6845910.000000 Penalty: 3542.384033
	Iteration 8F: 3 clusters Score -6845910 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -6848119.000000 Penalty: 3542.384033
	Iteration 9F: 3 clusters Score -6848119 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -6849312.500000 Penalty: 3542.384033
	Iteration 10Q: 3 clusters Score -6849312 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -6849866.000000 Penalty: 3542.384033
	Iteration 11Q: 3 clusters Score -6849866 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -6850264.500000 Penalty: 3542.384033
	Iteration 12Q: 3 clusters Score -6850264 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -6850602.000000 Penalty: 3542.384033
	Iteration 13Q: 3 clusters Score -6850602 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -6850984.500000 Penalty: 3542.384033
	Iteration 14Q: 3 clusters Score -6850984 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -6851319.000000 Penalty: 3542.384033
	Iteration 15Q: 3 clusters Score -6851319 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -6851665.500000 Penalty: 3542.384033
	Iteration 16Q: 3 clusters Score -6851666 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -6851927.500000 Penalty: 3542.384033
	Iteration 17Q: 3 clusters Score -6851928 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -6852150.500000 Penalty: 3542.384033
	Iteration 18Q: 3 clusters Score -6852150 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -6852265.000000 Penalty: 3542.384033
	Iteration 19Q: 3 clusters Score -6852265 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -6852380.000000 Penalty: 3542.384033
	Iteration 20F: 3 clusters Score -6852380 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -6852453.500000 Penalty: 3542.384033
	Iteration 21Q: 3 clusters Score -6852454 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -6852534.000000 Penalty: 3542.384033
	Iteration 22Q: 3 clusters Score -6852534 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -6852593.000000 Penalty: 3542.384033
	Iteration 23Q: 3 clusters Score -6852593 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -6852646.500000 Penalty: 3542.384033
	Iteration 24Q: 3 clusters Score -6852646 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -6852681.500000 Penalty: 3542.384033
	Iteration 25Q: 3 clusters Score -6852682 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -6852717.500000 Penalty: 3542.384033
	Iteration 26Q: 3 clusters Score -6852718 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -6852746.000000 Penalty: 3542.384033
	Iteration 27Q: 3 clusters Score -6852746 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -6852782.000000 Penalty: 3542.384033
	Iteration 28Q: 3 clusters Score -6852782 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -6852818.500000 Penalty: 3542.384033
	Iteration 29Q: 3 clusters Score -6852818 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -6852833.000000 Penalty: 3542.384033
	Iteration 30Q: 3 clusters Score -6852833 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -6852818.500000 Penalty: 3542.384033
	Iteration 31Q: 3 clusters Score -6852818 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -6852827.500000 Penalty: 3542.384033
	Iteration 32Q: 3 clusters Score -6852828 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -6852856.500000 Penalty: 3542.384033
	Iteration 33Q: 3 clusters Score -6852856 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -6852862.500000 Penalty: 3542.384033
	Iteration 34Q: 3 clusters Score -6852862 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -6852850.000000 Penalty: 3542.384033
	Iteration 35Q: 3 clusters Score -6852850 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -6852864.000000 Penalty: 3542.384033
	Iteration 36Q: 3 clusters Score -6852864 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -6852876.000000 Penalty: 3542.384033
	Iteration 37Q: 3 clusters Score -6852876 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -6852883.000000 Penalty: 3542.384033
	Iteration 38Q: 3 clusters Score -6852883 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -6852889.000000 Penalty: 3542.384033
	Iteration 39Q: 3 clusters Score -6852889 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -6852911.500000 Penalty: 3542.384033
	Iteration 40F: 3 clusters Score -6852912 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -6852904.000000 Penalty: 3542.384033
	Iteration 41Q: 3 clusters Score -6852904 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -6852916.500000 Penalty: 3542.384033
	Iteration 42Q: 3 clusters Score -6852916 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -6852934.000000 Penalty: 3542.384033
	Iteration 43Q: 3 clusters Score -6852934 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -6852933.000000 Penalty: 3542.384033
	Iteration 44Q: 3 clusters Score -6852933 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -6852935.500000 Penalty: 3542.384033
	Iteration 45Q: 3 clusters Score -6852936 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -6852954.500000 Penalty: 3542.384033
	Iteration 46Q: 3 clusters Score -6852954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -6852944.500000 Penalty: 3542.384033
	Iteration 47Q: 3 clusters Score -6852944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -6852967.000000 Penalty: 3542.384033
	Iteration 48Q: 3 clusters Score -6852967 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -6852956.000000 Penalty: 3542.384033
	Iteration 49Q: 3 clusters Score -6852956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -6852968.500000 Penalty: 3542.384033
	Iteration 50Q: 3 clusters Score -6852968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -6852986.000000 Penalty: 3542.384033
	Iteration 51Q: 3 clusters Score -6852986 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -6852980.500000 Penalty: 3542.384033
	Iteration 52Q: 3 clusters Score -6852980 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -6852977.500000 Penalty: 3542.384033
	Iteration 53Q: 3 clusters Score -6852978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -6852994.000000 Penalty: 3542.384033
	Iteration 54Q: 3 clusters Score -6852994 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -6853004.500000 Penalty: 3542.384033
	Iteration 55Q: 3 clusters Score -6853004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -6853013.000000 Penalty: 3542.384033
	Iteration 56Q: 3 clusters Score -6853013 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -6853019.500000 Penalty: 3542.384033
	Iteration 57Q: 3 clusters Score -6853020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -6853024.500000 Penalty: 3542.384033
	Iteration 58Q: 3 clusters Score -6853024 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -6853020.500000 Penalty: 3542.384033
	Iteration 59Q: 3 clusters Score -6853020 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -6853035.500000 Penalty: 3542.384033
	Iteration 60F: 3 clusters Score -6853036 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -6853046.000000 Penalty: 3542.384033
	Iteration 61Q: 3 clusters Score -6853046 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -6853033.500000 Penalty: 3542.384033
	Iteration 62Q: 3 clusters Score -6853034 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -6853046.500000 Penalty: 3542.384033
	Iteration 63Q: 3 clusters Score -6853046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -6853053.000000 Penalty: 3542.384033
	Iteration 64Q: 3 clusters Score -6853053 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -6853063.500000 Penalty: 3542.384033
	Iteration 65Q: 3 clusters Score -6853064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -6853054.500000 Penalty: 3542.384033
	Iteration 66Q: 3 clusters Score -6853054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -6853076.500000 Penalty: 3542.384033
	Iteration 67Q: 3 clusters Score -6853076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -6853083.500000 Penalty: 3542.384033
	Iteration 68Q: 3 clusters Score -6853084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -6853089.500000 Penalty: 3542.384033
	Iteration 69Q: 3 clusters Score -6853090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -6853094.000000 Penalty: 3542.384033
	Iteration 70Q: 3 clusters Score -6853094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -6853084.500000 Penalty: 3542.384033
	Iteration 71Q: 3 clusters Score -6853084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -6853089.500000 Penalty: 3542.384033
	Iteration 72Q: 3 clusters Score -6853090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -6853097.500000 Penalty: 3542.384033
	Iteration 73Q: 3 clusters Score -6853098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -6853093.000000 Penalty: 3542.384033
	Iteration 74Q: 3 clusters Score -6853093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -6853090.500000 Penalty: 3542.384033
	Iteration 75Q: 3 clusters Score -6853090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -6853098.500000 Penalty: 3542.384033
	Iteration 76Q: 3 clusters Score -6853098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -6853101.000000 Penalty: 3542.384033
	Iteration 77Q: 3 clusters Score -6853101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -6853102.000000 Penalty: 3542.384033
	Iteration 78Q: 3 clusters Score -6853102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6853102 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6853094 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6853100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6853108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6853106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6853106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6853100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6853100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6853102 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6853097 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6853100 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6853096 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6853094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6853096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6853094 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6853090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6853098 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6853098 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6853096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6853091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6853096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6853102 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6853101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6853104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6853092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6853098 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6853094 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6853122 nChanged 25
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Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6853120 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6853120 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6853120 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6853126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6853114 nChanged 17
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Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6853112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6853105 nChanged 36
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Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6853098 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6853115 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6853108 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6853114 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6853118 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6853120 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6853128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6853126 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6853130 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6853140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6853137 nChanged 60
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Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6853136 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6853132 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6853152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6853160 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6853176 nChanged 86
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Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6853191 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6853204 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6853201 nChanged 67
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Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6853203 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6853197 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10436 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6853198 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10367 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6853198 nChanged 69
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Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6853192 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6853204 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6853200 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6853198 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6853220 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6853222 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9788 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6853232 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9699 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6853240 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9614 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6853250 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9536 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6853238 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6853235 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6853260 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6853264 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6853253 nChanged 62
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Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6853254 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6853250 nChanged 53
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Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6853250 nChanged 56
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Mstep: Class 1 contains 9028 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6853256 nChanged 63
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Mstep: Class 1 contains 8965 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6853260 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6853255 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6853264 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8812 members 
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	Iteration 158Q: 3 clusters Score -6853266 nChanged 48
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Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6853274 nChanged 46
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Mstep: Class 1 contains 8718 members 
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	Iteration 160F: 3 clusters Score -6853265 nChanged 36
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Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6853279 nChanged 38
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Mstep: Class 1 contains 8644 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6853290 nChanged 41
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Mstep: Class 1 contains 8603 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6853290 nChanged 35
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Mstep: Class 1 contains 8568 members 
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	Iteration 164Q: 3 clusters Score -6853301 nChanged 32
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Mstep: Class 1 contains 8536 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6853304 nChanged 37
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Mstep: Class 1 contains 8501 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6853314 nChanged 43
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Mstep: Class 1 contains 8458 members 
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Entering Unmasked Estep 
Score: -6853324.000000 Penalty: 3542.384033
	Iteration 167Q: 3 clusters Score -6853324 nChanged 54
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6853336 nChanged 52
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Mstep: Class 1 contains 8352 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6853334 nChanged 53
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Mstep: Class 1 contains 8299 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6853342 nChanged 44
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Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6853364 nChanged 38
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Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -6853377.500000 Penalty: 3542.384033
	Iteration 172Q: 3 clusters Score -6853378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -6853384.500000 Penalty: 3542.384033
	Iteration 173Q: 3 clusters Score -6853384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -6853376.000000 Penalty: 3542.384033
	Iteration 174Q: 3 clusters Score -6853376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -6853381.000000 Penalty: 3542.384033
	Iteration 175Q: 3 clusters Score -6853381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -6853392.500000 Penalty: 3542.384033
	Iteration 176Q: 3 clusters Score -6853392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -6853401.500000 Penalty: 3542.384033
	Iteration 177Q: 3 clusters Score -6853402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -6853397.000000 Penalty: 3542.384033
	Iteration 178Q: 3 clusters Score -6853397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -6853395.500000 Penalty: 3542.384033
	Iteration 179Q: 3 clusters Score -6853396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -6853398.500000 Penalty: 3542.384033
	Iteration 180F: 3 clusters Score -6853398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -6853401.000000 Penalty: 3542.384033
	Iteration 181Q: 3 clusters Score -6853401 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -6853394.000000 Penalty: 3542.384033
	Iteration 182Q: 3 clusters Score -6853394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -6853402.000000 Penalty: 3542.384033
	Iteration 183Q: 3 clusters Score -6853402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -6853394.500000 Penalty: 3542.384033
	Iteration 184Q: 3 clusters Score -6853394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -6853403.500000 Penalty: 3542.384033
	Iteration 185Q: 3 clusters Score -6853404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -6853385.000000 Penalty: 3542.384033
	Iteration 186Q: 3 clusters Score -6853385 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -6853381.000000 Penalty: 3542.384033
	Iteration 187Q: 3 clusters Score -6853381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -6853377.500000 Penalty: 3542.384033
	Iteration 188Q: 3 clusters Score -6853378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -6853390.000000 Penalty: 3542.384033
	Iteration 189Q: 3 clusters Score -6853390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -6853397.500000 Penalty: 3542.384033
	Iteration 190Q: 3 clusters Score -6853398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -6853402.000000 Penalty: 3542.384033
	Iteration 191Q: 3 clusters Score -6853402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -6853406.500000 Penalty: 3542.384033
	Iteration 192Q: 3 clusters Score -6853406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -6853406.000000 Penalty: 3542.384033
	Iteration 193Q: 3 clusters Score -6853406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -6853419.000000 Penalty: 3542.384033
	Iteration 194Q: 3 clusters Score -6853419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -6853421.000000 Penalty: 3542.384033
	Iteration 195Q: 3 clusters Score -6853421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -6853430.000000 Penalty: 3542.384033
	Iteration 196Q: 3 clusters Score -6853430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -6853409.000000 Penalty: 3542.384033
	Iteration 197Q: 3 clusters Score -6853409 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -6853416.500000 Penalty: 3542.384033
	Iteration 198Q: 3 clusters Score -6853416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -6853424.000000 Penalty: 3542.384033
	Iteration 199Q: 3 clusters Score -6853424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -6853426.000000 Penalty: 3542.384033
	Iteration 200F: 3 clusters Score -6853426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -6853459.500000 Penalty: 3542.384033
	Iteration 201Q: 3 clusters Score -6853460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -6853458.500000 Penalty: 3542.384033
	Iteration 202Q: 3 clusters Score -6853458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -6853454.500000 Penalty: 3542.384033
	Iteration 203Q: 3 clusters Score -6853454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -6853465.500000 Penalty: 3542.384033
	Iteration 204Q: 3 clusters Score -6853466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -6853458.500000 Penalty: 3542.384033
	Iteration 205Q: 3 clusters Score -6853458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -6853443.500000 Penalty: 3542.384033
	Iteration 206Q: 3 clusters Score -6853444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -6853457.000000 Penalty: 3542.384033
	Iteration 207Q: 3 clusters Score -6853457 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -6853476.000000 Penalty: 3542.384033
	Iteration 208Q: 3 clusters Score -6853476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -6853484.500000 Penalty: 3542.384033
	Iteration 209Q: 3 clusters Score -6853484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -6853496.500000 Penalty: 3542.384033
	Iteration 210Q: 3 clusters Score -6853496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -6853480.500000 Penalty: 3542.384033
	Iteration 211Q: 3 clusters Score -6853480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -6853474.000000 Penalty: 3542.384033
	Iteration 212Q: 3 clusters Score -6853474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -6853488.500000 Penalty: 3542.384033
	Iteration 213Q: 3 clusters Score -6853488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -6853493.500000 Penalty: 3542.384033
	Iteration 214Q: 3 clusters Score -6853494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -6853499.000000 Penalty: 3542.384033
	Iteration 215Q: 3 clusters Score -6853499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -6853506.000000 Penalty: 3542.384033
	Iteration 216Q: 3 clusters Score -6853506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -6853518.000000 Penalty: 3542.384033
	Iteration 217Q: 3 clusters Score -6853518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -6853506.500000 Penalty: 3542.384033
	Iteration 218Q: 3 clusters Score -6853506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -6853535.000000 Penalty: 3542.384033
	Iteration 219Q: 3 clusters Score -6853535 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -6853535.000000 Penalty: 3542.384033
	Iteration 220F: 3 clusters Score -6853535 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -6853528.000000 Penalty: 3542.384033
	Iteration 221Q: 3 clusters Score -6853528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -6853550.000000 Penalty: 3542.384033
	Iteration 222Q: 3 clusters Score -6853550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -6853573.000000 Penalty: 3542.384033
	Iteration 223Q: 3 clusters Score -6853573 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -6853565.500000 Penalty: 3542.384033
	Iteration 224Q: 3 clusters Score -6853566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -6853585.500000 Penalty: 3542.384033
	Iteration 225Q: 3 clusters Score -6853586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -6853588.500000 Penalty: 3542.384033
	Iteration 226Q: 3 clusters Score -6853588 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -6853583.000000 Penalty: 3542.384033
	Iteration 227Q: 3 clusters Score -6853583 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -6853593.500000 Penalty: 3542.384033
	Iteration 228Q: 3 clusters Score -6853594 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -6853609.000000 Penalty: 3542.384033
	Iteration 229Q: 3 clusters Score -6853609 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -6853620.000000 Penalty: 3542.384033
	Iteration 230Q: 3 clusters Score -6853620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -6853629.000000 Penalty: 3542.384033
	Iteration 231Q: 3 clusters Score -6853629 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -6853635.000000 Penalty: 3542.384033
	Iteration 232Q: 3 clusters Score -6853635 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -6853634.500000 Penalty: 3542.384033
	Iteration 233Q: 3 clusters Score -6853634 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -6853642.000000 Penalty: 3542.384033
	Iteration 234Q: 3 clusters Score -6853642 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -6853642.500000 Penalty: 3542.384033
	Iteration 235Q: 3 clusters Score -6853642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -6853651.500000 Penalty: 3542.384033
	Iteration 236Q: 3 clusters Score -6853652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -6853678.000000 Penalty: 3542.384033
	Iteration 237Q: 3 clusters Score -6853678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -6853664.000000 Penalty: 3542.384033
	Iteration 238Q: 3 clusters Score -6853664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -6853670.000000 Penalty: 3542.384033
	Iteration 239Q: 3 clusters Score -6853670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -6853676.000000 Penalty: 3542.384033
	Iteration 240F: 3 clusters Score -6853676 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -6853689.500000 Penalty: 3542.384033
	Iteration 241Q: 3 clusters Score -6853690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -6853701.500000 Penalty: 3542.384033
	Iteration 242Q: 3 clusters Score -6853702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -6853702.000000 Penalty: 3542.384033
	Iteration 243Q: 3 clusters Score -6853702 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -6853688.500000 Penalty: 3542.384033
	Iteration 244Q: 3 clusters Score -6853688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -6853695.500000 Penalty: 3542.384033
	Iteration 245Q: 3 clusters Score -6853696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -6853703.500000 Penalty: 3542.384033
	Iteration 246Q: 3 clusters Score -6853704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -6853710.500000 Penalty: 3542.384033
	Iteration 247Q: 3 clusters Score -6853710 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -6853722.500000 Penalty: 3542.384033
	Iteration 248Q: 3 clusters Score -6853722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -6853719.000000 Penalty: 3542.384033
	Iteration 249Q: 3 clusters Score -6853719 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -6853738.500000 Penalty: 3542.384033
	Iteration 250Q: 3 clusters Score -6853738 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -6853755.500000 Penalty: 3542.384033
	Iteration 251Q: 3 clusters Score -6853756 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -6853771.000000 Penalty: 3542.384033
	Iteration 252Q: 3 clusters Score -6853771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -6853755.000000 Penalty: 3542.384033
	Iteration 253Q: 3 clusters Score -6853755 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -6853766.500000 Penalty: 3542.384033
	Iteration 254Q: 3 clusters Score -6853766 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -6853788.500000 Penalty: 3542.384033
	Iteration 255Q: 3 clusters Score -6853788 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -6853806.500000 Penalty: 3542.384033
	Iteration 256Q: 3 clusters Score -6853806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -6853823.000000 Penalty: 3542.384033
	Iteration 257Q: 3 clusters Score -6853823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -6853832.500000 Penalty: 3542.384033
	Iteration 258Q: 3 clusters Score -6853832 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -6853835.500000 Penalty: 3542.384033
	Iteration 259Q: 3 clusters Score -6853836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -6853838.500000 Penalty: 3542.384033
	Iteration 260F: 3 clusters Score -6853838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -6853863.000000 Penalty: 3542.384033
	Iteration 261Q: 3 clusters Score -6853863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -6853874.000000 Penalty: 3542.384033
	Iteration 262Q: 3 clusters Score -6853874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -6853875.000000 Penalty: 3542.384033
	Iteration 263Q: 3 clusters Score -6853875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -6853890.000000 Penalty: 3542.384033
	Iteration 264Q: 3 clusters Score -6853890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -6853884.000000 Penalty: 3542.384033
	Iteration 265Q: 3 clusters Score -6853884 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -6853901.000000 Penalty: 3542.384033
	Iteration 266Q: 3 clusters Score -6853901 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -6853906.000000 Penalty: 3542.384033
	Iteration 267Q: 3 clusters Score -6853906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -6853927.000000 Penalty: 3542.384033
	Iteration 268Q: 3 clusters Score -6853927 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -6853917.500000 Penalty: 3542.384033
	Iteration 269Q: 3 clusters Score -6853918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -6853932.500000 Penalty: 3542.384033
	Iteration 270Q: 3 clusters Score -6853932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -6853949.500000 Penalty: 3542.384033
	Iteration 271Q: 3 clusters Score -6853950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -6853949.000000 Penalty: 3542.384033
	Iteration 272Q: 3 clusters Score -6853949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -6853963.500000 Penalty: 3542.384033
	Iteration 273Q: 3 clusters Score -6853964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -6853969.000000 Penalty: 3542.384033
	Iteration 274Q: 3 clusters Score -6853969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -6853961.000000 Penalty: 3542.384033
	Iteration 275Q: 3 clusters Score -6853961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -6853965.500000 Penalty: 3542.384033
	Iteration 276Q: 3 clusters Score -6853966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -6853976.000000 Penalty: 3542.384033
	Iteration 277Q: 3 clusters Score -6853976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -6853981.500000 Penalty: 3542.384033
	Iteration 278Q: 3 clusters Score -6853982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -6853980.500000 Penalty: 3542.384033
	Iteration 279Q: 3 clusters Score -6853980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -6854011.500000 Penalty: 3542.384033
	Iteration 280F: 3 clusters Score -6854012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -6854028.000000 Penalty: 3542.384033
	Iteration 281Q: 3 clusters Score -6854028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -6854021.500000 Penalty: 3542.384033
	Iteration 282Q: 3 clusters Score -6854022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -6854029.500000 Penalty: 3542.384033
	Iteration 283Q: 3 clusters Score -6854030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -6854045.500000 Penalty: 3542.384033
	Iteration 284Q: 3 clusters Score -6854046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -6854052.000000 Penalty: 3542.384033
	Iteration 285Q: 3 clusters Score -6854052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -6854062.500000 Penalty: 3542.384033
	Iteration 286Q: 3 clusters Score -6854062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -6854070.500000 Penalty: 3542.384033
	Iteration 287Q: 3 clusters Score -6854070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -6854073.500000 Penalty: 3542.384033
	Iteration 288Q: 3 clusters Score -6854074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -6854089.000000 Penalty: 3542.384033
	Iteration 289Q: 3 clusters Score -6854089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -6854108.000000 Penalty: 3542.384033
	Iteration 290Q: 3 clusters Score -6854108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -6854121.000000 Penalty: 3542.384033
	Iteration 291Q: 3 clusters Score -6854121 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -6854132.000000 Penalty: 3542.384033
	Iteration 292Q: 3 clusters Score -6854132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -6854144.000000 Penalty: 3542.384033
	Iteration 293Q: 3 clusters Score -6854144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -6854156.500000 Penalty: 3542.384033
	Iteration 294Q: 3 clusters Score -6854156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -6854162.000000 Penalty: 3542.384033
	Iteration 295Q: 3 clusters Score -6854162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -6854167.500000 Penalty: 3542.384033
	Iteration 296Q: 3 clusters Score -6854168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -6854176.500000 Penalty: 3542.384033
	Iteration 297Q: 3 clusters Score -6854176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -6854199.500000 Penalty: 3542.384033
	Iteration 298Q: 3 clusters Score -6854200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -6854205.500000 Penalty: 3542.384033
	Iteration 299Q: 3 clusters Score -6854206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -6854217.000000 Penalty: 3542.384033
	Iteration 300F: 3 clusters Score -6854217 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -6854230.000000 Penalty: 3542.384033
	Iteration 301Q: 3 clusters Score -6854230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -6854235.000000 Penalty: 3542.384033
	Iteration 302Q: 3 clusters Score -6854235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -6854236.500000 Penalty: 3542.384033
	Iteration 303Q: 3 clusters Score -6854236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -6854257.000000 Penalty: 3542.384033
	Iteration 304Q: 3 clusters Score -6854257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -6854246.500000 Penalty: 3542.384033
	Iteration 305Q: 3 clusters Score -6854246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -6854266.500000 Penalty: 3542.384033
	Iteration 306Q: 3 clusters Score -6854266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -6854276.500000 Penalty: 3542.384033
	Iteration 307Q: 3 clusters Score -6854276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -6854275.500000 Penalty: 3542.384033
	Iteration 308Q: 3 clusters Score -6854276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -6854294.000000 Penalty: 3542.384033
	Iteration 309Q: 3 clusters Score -6854294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -6854288.000000 Penalty: 3542.384033
	Iteration 310Q: 3 clusters Score -6854288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -6854290.000000 Penalty: 3542.384033
	Iteration 311Q: 3 clusters Score -6854290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -6854293.500000 Penalty: 3542.384033
	Iteration 312Q: 3 clusters Score -6854294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -6854290.500000 Penalty: 3542.384033
	Iteration 313Q: 3 clusters Score -6854290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -6854293.500000 Penalty: 3542.384033
	Iteration 314Q: 3 clusters Score -6854294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -6854300.500000 Penalty: 3542.384033
	Iteration 315Q: 3 clusters Score -6854300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -6854300.000000 Penalty: 3542.384033
	Iteration 316Q: 3 clusters Score -6854300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -6854301.000000 Penalty: 3542.384033
	Iteration 317Q: 3 clusters Score -6854301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -6854294.000000 Penalty: 3542.384033
	Iteration 318Q: 3 clusters Score -6854294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -6854293.000000 Penalty: 3542.384033
	Iteration 319Q: 3 clusters Score -6854293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -6854295.500000 Penalty: 3542.384033
	Iteration 320F: 3 clusters Score -6854296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -6854297.000000 Penalty: 3542.384033
	Iteration 321Q: 3 clusters Score -6854297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -6854296.000000 Penalty: 3542.384033
	Iteration 322Q: 3 clusters Score -6854296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -6854298.000000 Penalty: 3542.384033
	Iteration 323Q: 3 clusters Score -6854298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -6854300.500000 Penalty: 3542.384033
	Iteration 324Q: 3 clusters Score -6854300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -6854296.000000 Penalty: 3542.384033
	Iteration 325Q: 3 clusters Score -6854296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -6854295.000000 Penalty: 3542.384033
	Iteration 326Q: 3 clusters Score -6854295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -6854299.500000 Penalty: 3542.384033
	Iteration 327Q: 3 clusters Score -6854300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -6854300.500000 Penalty: 3542.384033
	Iteration 328Q: 3 clusters Score -6854300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -6854305.000000 Penalty: 3542.384033
	Iteration 329Q: 3 clusters Score -6854305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -6854310.000000 Penalty: 3542.384033
	Iteration 330Q: 3 clusters Score -6854310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -6854317.500000 Penalty: 3542.384033
	Iteration 331Q: 3 clusters Score -6854318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -6854321.000000 Penalty: 3542.384033
	Iteration 332Q: 3 clusters Score -6854321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -6854323.500000 Penalty: 3542.384033
	Iteration 333Q: 3 clusters Score -6854324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -6854336.000000 Penalty: 3542.384033
	Iteration 334Q: 3 clusters Score -6854336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -6854341.000000 Penalty: 3542.384033
	Iteration 335Q: 3 clusters Score -6854341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -6854355.500000 Penalty: 3542.384033
	Iteration 336Q: 3 clusters Score -6854356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -6854362.500000 Penalty: 3542.384033
	Iteration 337Q: 3 clusters Score -6854362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -6854361.000000 Penalty: 3542.384033
	Iteration 338Q: 3 clusters Score -6854361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -6854361.000000 Penalty: 3542.384033
	Iteration 339Q: 3 clusters Score -6854361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -6854360.000000 Penalty: 3542.384033
	Iteration 340F: 3 clusters Score -6854360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -6854367.500000 Penalty: 3542.384033
	Iteration 341Q: 3 clusters Score -6854368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -6854364.500000 Penalty: 3542.384033
	Iteration 342Q: 3 clusters Score -6854364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -6854371.000000 Penalty: 3542.384033
	Iteration 343Q: 3 clusters Score -6854371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -6854370.500000 Penalty: 3542.384033
	Iteration 344Q: 3 clusters Score -6854370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -6854369.500000 Penalty: 3542.384033
	Iteration 345Q: 3 clusters Score -6854370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -6854369.500000 Penalty: 3542.384033
	Iteration 346F: 3 clusters Score -6854370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -312652.343750 Penalty: 1277.718384
	Iteration 0F: 2 clusters Score -312652.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -310209.625000 Penalty: 2555.436768
	Iteration 0F: 3 clusters Score -310209.6 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -310822.656250 Penalty: 2555.436768
	Iteration 1F: 3 clusters Score -310822.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -311026.000000 Penalty: 2555.436768
	Iteration 2F: 3 clusters Score -311026 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -311151.656250 Penalty: 2555.436768
	Iteration 3F: 3 clusters Score -311151.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -311261.406250 Penalty: 2555.436768
	Iteration 4Q: 3 clusters Score -311261.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -311351.125000 Penalty: 2555.436768
	Iteration 5Q: 3 clusters Score -311351.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -311421.156250 Penalty: 2555.436768
	Iteration 6Q: 3 clusters Score -311421.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -311470.968750 Penalty: 2555.436768
	Iteration 7Q: 3 clusters Score -311471 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -311504.812500 Penalty: 2555.436768
	Iteration 8Q: 3 clusters Score -311504.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -311533.500000 Penalty: 2555.436768
	Iteration 9Q: 3 clusters Score -311533.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -311551.687500 Penalty: 2555.436768
	Iteration 10Q: 3 clusters Score -311551.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -311568.031250 Penalty: 2555.436768
	Iteration 11Q: 3 clusters Score -311568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -311587.656250 Penalty: 2555.436768
	Iteration 12Q: 3 clusters Score -311587.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -311603.093750 Penalty: 2555.436768
	Iteration 13Q: 3 clusters Score -311603.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -311619.875000 Penalty: 2555.436768
	Iteration 14Q: 3 clusters Score -311619.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -311638.531250 Penalty: 2555.436768
	Iteration 15Q: 3 clusters Score -311638.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -311654.125000 Penalty: 2555.436768
	Iteration 16Q: 3 clusters Score -311654.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -311663.625000 Penalty: 2555.436768
	Iteration 17Q: 3 clusters Score -311663.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -311672.281250 Penalty: 2555.436768
	Iteration 18Q: 3 clusters Score -311672.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -311684.875000 Penalty: 2555.436768
	Iteration 19Q: 3 clusters Score -311684.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -311695.906250 Penalty: 2555.436768
	Iteration 20F: 3 clusters Score -311695.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -311705.125000 Penalty: 2555.436768
	Iteration 21Q: 3 clusters Score -311705.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -311712.625000 Penalty: 2555.436768
	Iteration 22Q: 3 clusters Score -311712.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -311718.375000 Penalty: 2555.436768
	Iteration 23Q: 3 clusters Score -311718.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -311724.281250 Penalty: 2555.436768
	Iteration 24Q: 3 clusters Score -311724.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -311727.375000 Penalty: 2555.436768
	Iteration 25Q: 3 clusters Score -311727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -311730.906250 Penalty: 2555.436768
	Iteration 26Q: 3 clusters Score -311730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -311731.437500 Penalty: 2555.436768
	Iteration 27Q: 3 clusters Score -311731.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -311731.437500 Penalty: 2555.436768
	Iteration 28F: 3 clusters Score -311731.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -24165.902344 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -24165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23400.871094 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -23400.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -23507.734375 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -23507.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -23541.953125 Penalty: 1765.959717
	Iteration 2F: 3 clusters Score -23541.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -23547.033203 Penalty: 1765.959717
	Iteration 3Q: 3 clusters Score -23547.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -23547.033203 Penalty: 1765.959717
	Iteration 4F: 3 clusters Score -23547.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -431571.843750 Penalty: 1349.400024
	Iteration 0F: 2 clusters Score -431571.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -428206.093750 Penalty: 2698.800049
	Iteration 0F: 3 clusters Score -428206.1 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -429236.781250 Penalty: 2698.800049
	Iteration 1F: 3 clusters Score -429236.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -429470.718750 Penalty: 2698.800049
	Iteration 2F: 3 clusters Score -429470.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -429670.500000 Penalty: 2698.800049
	Iteration 3F: 3 clusters Score -429670.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -429842.031250 Penalty: 2698.800049
	Iteration 4F: 3 clusters Score -429842 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -430009.000000 Penalty: 2698.800049
	Iteration 5Q: 3 clusters Score -430009 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -430214.531250 Penalty: 2698.800049
	Iteration 6F: 3 clusters Score -430214.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -430430.218750 Penalty: 2698.800049
	Iteration 7F: 3 clusters Score -430430.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -430603.281250 Penalty: 2698.800049
	Iteration 8Q: 3 clusters Score -430603.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -430732.937500 Penalty: 2698.800049
	Iteration 9Q: 3 clusters Score -430732.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -430830.125000 Penalty: 2698.800049
	Iteration 10Q: 3 clusters Score -430830.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -430958.906250 Penalty: 2698.800049
	Iteration 11Q: 3 clusters Score -430958.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -431091.093750 Penalty: 2698.800049
	Iteration 12Q: 3 clusters Score -431091.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -431164.750000 Penalty: 2698.800049
	Iteration 13Q: 3 clusters Score -431164.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -431205.312500 Penalty: 2698.800049
	Iteration 14Q: 3 clusters Score -431205.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -431236.781250 Penalty: 2698.800049
	Iteration 15Q: 3 clusters Score -431236.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -431252.812500 Penalty: 2698.800049
	Iteration 16Q: 3 clusters Score -431252.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -431265.125000 Penalty: 2698.800049
	Iteration 17Q: 3 clusters Score -431265.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -431278.437500 Penalty: 2698.800049
	Iteration 18Q: 3 clusters Score -431278.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -431288.125000 Penalty: 2698.800049
	Iteration 19Q: 3 clusters Score -431288.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -431310.343750 Penalty: 2698.800049
	Iteration 20F: 3 clusters Score -431310.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -431322.375000 Penalty: 2698.800049
	Iteration 21Q: 3 clusters Score -431322.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -431331.593750 Penalty: 2698.800049
	Iteration 22Q: 3 clusters Score -431331.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -431342.750000 Penalty: 2698.800049
	Iteration 23Q: 3 clusters Score -431342.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -431348.093750 Penalty: 2698.800049
	Iteration 24Q: 3 clusters Score -431348.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -431351.781250 Penalty: 2698.800049
	Iteration 25Q: 3 clusters Score -431351.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -431355.781250 Penalty: 2698.800049
	Iteration 26Q: 3 clusters Score -431355.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -431356.812500 Penalty: 2698.800049
	Iteration 27Q: 3 clusters Score -431356.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -431359.687500 Penalty: 2698.800049
	Iteration 28Q: 3 clusters Score -431359.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -431359.812500 Penalty: 2698.800049
	Iteration 29Q: 3 clusters Score -431359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -431362.625000 Penalty: 2698.800049
	Iteration 30Q: 3 clusters Score -431362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -431364.062500 Penalty: 2698.800049
	Iteration 31Q: 3 clusters Score -431364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -431363.937500 Penalty: 2698.800049
	Iteration 32Q: 3 clusters Score -431363.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -431365.093750 Penalty: 2698.800049
	Iteration 33Q: 3 clusters Score -431365.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -431365.593750 Penalty: 2698.800049
	Iteration 34Q: 3 clusters Score -431365.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -431365.593750 Penalty: 2698.800049
	Iteration 35F: 3 clusters Score -431365.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -544267.812500 Penalty: 1373.469604
	Iteration 0F: 2 clusters Score -544267.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -540470.750000 Penalty: 2746.939209
	Iteration 0F: 3 clusters Score -540470.8 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -541615.937500 Penalty: 2746.939209
	Iteration 1F: 3 clusters Score -541615.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -541827.562500 Penalty: 2746.939209
	Iteration 2F: 3 clusters Score -541827.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -541973.250000 Penalty: 2746.939209
	Iteration 3F: 3 clusters Score -541973.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -542093.500000 Penalty: 2746.939209
	Iteration 4Q: 3 clusters Score -542093.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -542180.937500 Penalty: 2746.939209
	Iteration 5Q: 3 clusters Score -542180.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -542236.437500 Penalty: 2746.939209
	Iteration 6Q: 3 clusters Score -542236.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -542297.500000 Penalty: 2746.939209
	Iteration 7Q: 3 clusters Score -542297.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -542356.125000 Penalty: 2746.939209
	Iteration 8Q: 3 clusters Score -542356.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -542404.750000 Penalty: 2746.939209
	Iteration 9Q: 3 clusters Score -542404.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -542453.687500 Penalty: 2746.939209
	Iteration 10Q: 3 clusters Score -542453.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -542499.750000 Penalty: 2746.939209
	Iteration 11Q: 3 clusters Score -542499.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -542539.875000 Penalty: 2746.939209
	Iteration 12Q: 3 clusters Score -542539.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -542579.125000 Penalty: 2746.939209
	Iteration 13Q: 3 clusters Score -542579.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -542612.500000 Penalty: 2746.939209
	Iteration 14Q: 3 clusters Score -542612.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -542641.187500 Penalty: 2746.939209
	Iteration 15Q: 3 clusters Score -542641.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -542672.937500 Penalty: 2746.939209
	Iteration 16Q: 3 clusters Score -542672.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -542700.875000 Penalty: 2746.939209
	Iteration 17Q: 3 clusters Score -542700.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -542716.437500 Penalty: 2746.939209
	Iteration 18Q: 3 clusters Score -542716.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -542731.750000 Penalty: 2746.939209
	Iteration 19Q: 3 clusters Score -542731.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -542751.812500 Penalty: 2746.939209
	Iteration 20F: 3 clusters Score -542751.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -542769.562500 Penalty: 2746.939209
	Iteration 21Q: 3 clusters Score -542769.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -542787.187500 Penalty: 2746.939209
	Iteration 22Q: 3 clusters Score -542787.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -542811.437500 Penalty: 2746.939209
	Iteration 23Q: 3 clusters Score -542811.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -542831.187500 Penalty: 2746.939209
	Iteration 24Q: 3 clusters Score -542831.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -542852.187500 Penalty: 2746.939209
	Iteration 25Q: 3 clusters Score -542852.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -542871.875000 Penalty: 2746.939209
	Iteration 26Q: 3 clusters Score -542871.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -542891.000000 Penalty: 2746.939209
	Iteration 27Q: 3 clusters Score -542891 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -542912.000000 Penalty: 2746.939209
	Iteration 28Q: 3 clusters Score -542912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -542926.687500 Penalty: 2746.939209
	Iteration 29Q: 3 clusters Score -542926.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -542937.125000 Penalty: 2746.939209
	Iteration 30Q: 3 clusters Score -542937.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -542949.375000 Penalty: 2746.939209
	Iteration 31Q: 3 clusters Score -542949.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -542962.562500 Penalty: 2746.939209
	Iteration 32Q: 3 clusters Score -542962.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -542976.437500 Penalty: 2746.939209
	Iteration 33Q: 3 clusters Score -542976.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -542982.937500 Penalty: 2746.939209
	Iteration 34Q: 3 clusters Score -542982.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -542988.875000 Penalty: 2746.939209
	Iteration 35Q: 3 clusters Score -542988.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -542993.000000 Penalty: 2746.939209
	Iteration 36Q: 3 clusters Score -542993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -542995.750000 Penalty: 2746.939209
	Iteration 37Q: 3 clusters Score -542995.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -542998.750000 Penalty: 2746.939209
	Iteration 38Q: 3 clusters Score -542998.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -543002.125000 Penalty: 2746.939209
	Iteration 39Q: 3 clusters Score -543002.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -543004.625000 Penalty: 2746.939209
	Iteration 40F: 3 clusters Score -543004.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -543006.937500 Penalty: 2746.939209
	Iteration 41Q: 3 clusters Score -543006.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -543012.437500 Penalty: 2746.939209
	Iteration 42Q: 3 clusters Score -543012.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -543014.812500 Penalty: 2746.939209
	Iteration 43Q: 3 clusters Score -543014.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -543019.125000 Penalty: 2746.939209
	Iteration 44Q: 3 clusters Score -543019.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -543020.812500 Penalty: 2746.939209
	Iteration 45Q: 3 clusters Score -543020.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -543026.750000 Penalty: 2746.939209
	Iteration 46Q: 3 clusters Score -543026.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -543031.750000 Penalty: 2746.939209
	Iteration 47Q: 3 clusters Score -543031.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -543034.812500 Penalty: 2746.939209
	Iteration 48Q: 3 clusters Score -543034.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -543038.500000 Penalty: 2746.939209
	Iteration 49Q: 3 clusters Score -543038.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -543042.687500 Penalty: 2746.939209
	Iteration 50Q: 3 clusters Score -543042.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -543047.875000 Penalty: 2746.939209
	Iteration 51Q: 3 clusters Score -543047.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -543055.937500 Penalty: 2746.939209
	Iteration 52Q: 3 clusters Score -543055.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -543065.812500 Penalty: 2746.939209
	Iteration 53Q: 3 clusters Score -543065.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -543076.187500 Penalty: 2746.939209
	Iteration 54Q: 3 clusters Score -543076.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -543084.500000 Penalty: 2746.939209
	Iteration 55Q: 3 clusters Score -543084.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -543093.562500 Penalty: 2746.939209
	Iteration 56Q: 3 clusters Score -543093.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -543098.562500 Penalty: 2746.939209
	Iteration 57Q: 3 clusters Score -543098.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -543104.000000 Penalty: 2746.939209
	Iteration 58Q: 3 clusters Score -543104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -543110.062500 Penalty: 2746.939209
	Iteration 59Q: 3 clusters Score -543110.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -543113.937500 Penalty: 2746.939209
	Iteration 60F: 3 clusters Score -543113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -543115.000000 Penalty: 2746.939209
	Iteration 61Q: 3 clusters Score -543115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -543115.937500 Penalty: 2746.939209
	Iteration 62Q: 3 clusters Score -543115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -543115.375000 Penalty: 2746.939209
	Iteration 63Q: 3 clusters Score -543115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -543116.312500 Penalty: 2746.939209
	Iteration 64Q: 3 clusters Score -543116.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -543116.312500 Penalty: 2746.939209
	Iteration 65F: 3 clusters Score -543116.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (36600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Entering Unmasked Estep 
Score: -4635759.000000 Penalty: 1707.518188
	Iteration 0F: 2 clusters Score -4635759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -4611058.000000 Penalty: 3415.036377
	Iteration 0F: 3 clusters Score -4611058 nChanged 17075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -4620631.500000 Penalty: 3415.036377
	Iteration 1F: 3 clusters Score -4620632 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4621114.500000 Penalty: 3415.036377
	Iteration 2Q: 3 clusters Score -4621114 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -4621837.000000 Penalty: 3415.036377
	Iteration 3Q: 3 clusters Score -4621837 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -4622852.000000 Penalty: 3415.036377
	Iteration 4F: 3 clusters Score -4622852 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -4624529.500000 Penalty: 3415.036377
	Iteration 5F: 3 clusters Score -4624530 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -4626902.000000 Penalty: 3415.036377
	Iteration 6F: 3 clusters Score -4626902 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -4629495.000000 Penalty: 3415.036377
	Iteration 7F: 3 clusters Score -4629495 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4631528.000000 Penalty: 3415.036377
	Iteration 8F: 3 clusters Score -4631528 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4632767.500000 Penalty: 3415.036377
	Iteration 9Q: 3 clusters Score -4632768 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4633462.500000 Penalty: 3415.036377
	Iteration 10Q: 3 clusters Score -4633462 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4633866.500000 Penalty: 3415.036377
	Iteration 11Q: 3 clusters Score -4633866 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4634045.000000 Penalty: 3415.036377
	Iteration 12Q: 3 clusters Score -4634045 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4634141.000000 Penalty: 3415.036377
	Iteration 13Q: 3 clusters Score -4634141 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4634224.500000 Penalty: 3415.036377
	Iteration 14Q: 3 clusters Score -4634224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4634283.000000 Penalty: 3415.036377
	Iteration 15Q: 3 clusters Score -4634283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4634298.000000 Penalty: 3415.036377
	Iteration 16Q: 3 clusters Score -4634298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4634318.500000 Penalty: 3415.036377
	Iteration 17Q: 3 clusters Score -4634318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4634338.500000 Penalty: 3415.036377
	Iteration 18Q: 3 clusters Score -4634338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4634335.000000 Penalty: 3415.036377
	Iteration 19Q: 3 clusters Score -4634335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4634344.500000 Penalty: 3415.036377
	Iteration 20F: 3 clusters Score -4634344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4634342.000000 Penalty: 3415.036377
	Iteration 21Q: 3 clusters Score -4634342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4634344.000000 Penalty: 3415.036377
	Iteration 22Q: 3 clusters Score -4634344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4634345.000000 Penalty: 3415.036377
	Iteration 23Q: 3 clusters Score -4634345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4634347.000000 Penalty: 3415.036377
	Iteration 24Q: 3 clusters Score -4634347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4634347.500000 Penalty: 3415.036377
	Iteration 25Q: 3 clusters Score -4634348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4634347.500000 Penalty: 3415.036377
	Iteration 26Q: 3 clusters Score -4634348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4634347.500000 Penalty: 3415.036377
	Iteration 27Q: 3 clusters Score -4634348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4634347.500000 Penalty: 3415.036377
	Iteration 28F: 3 clusters Score -4634348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Entering Unmasked Estep 
Score: -676868.687500 Penalty: 1394.977783
	Iteration 0F: 2 clusters Score -676868.7 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 2722 members 
Entering Unmasked Estep 
Score: -672746.750000 Penalty: 2789.955566
	Iteration 0F: 3 clusters Score -672746.8 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -674077.562500 Penalty: 2789.955566
	Iteration 1F: 3 clusters Score -674077.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -674409.875000 Penalty: 2789.955566
	Iteration 2F: 3 clusters Score -674409.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -674667.937500 Penalty: 2789.955566
	Iteration 3F: 3 clusters Score -674667.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -674856.875000 Penalty: 2789.955566
	Iteration 4Q: 3 clusters Score -674856.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -675041.000000 Penalty: 2789.955566
	Iteration 5Q: 3 clusters Score -675041 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -675214.500000 Penalty: 2789.955566
	Iteration 6Q: 3 clusters Score -675214.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -675352.750000 Penalty: 2789.955566
	Iteration 7Q: 3 clusters Score -675352.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -675469.437500 Penalty: 2789.955566
	Iteration 8Q: 3 clusters Score -675469.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -675585.500000 Penalty: 2789.955566
	Iteration 9Q: 3 clusters Score -675585.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -675692.062500 Penalty: 2789.955566
	Iteration 10Q: 3 clusters Score -675692.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -675797.000000 Penalty: 2789.955566
	Iteration 11Q: 3 clusters Score -675797 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -675866.750000 Penalty: 2789.955566
	Iteration 12Q: 3 clusters Score -675866.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -675907.562500 Penalty: 2789.955566
	Iteration 13Q: 3 clusters Score -675907.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -675935.937500 Penalty: 2789.955566
	Iteration 14Q: 3 clusters Score -675935.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -675959.937500 Penalty: 2789.955566
	Iteration 15Q: 3 clusters Score -675959.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -675986.500000 Penalty: 2789.955566
	Iteration 16Q: 3 clusters Score -675986.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -676000.500000 Penalty: 2789.955566
	Iteration 17Q: 3 clusters Score -676000.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -676016.687500 Penalty: 2789.955566
	Iteration 18Q: 3 clusters Score -676016.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -676029.312500 Penalty: 2789.955566
	Iteration 19Q: 3 clusters Score -676029.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -676041.687500 Penalty: 2789.955566
	Iteration 20F: 3 clusters Score -676041.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -676051.250000 Penalty: 2789.955566
	Iteration 21Q: 3 clusters Score -676051.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -676055.625000 Penalty: 2789.955566
	Iteration 22Q: 3 clusters Score -676055.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -676062.000000 Penalty: 2789.955566
	Iteration 23Q: 3 clusters Score -676062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -676068.625000 Penalty: 2789.955566
	Iteration 24Q: 3 clusters Score -676068.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -676074.625000 Penalty: 2789.955566
	Iteration 25Q: 3 clusters Score -676074.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -676081.500000 Penalty: 2789.955566
	Iteration 26Q: 3 clusters Score -676081.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -676086.000000 Penalty: 2789.955566
	Iteration 27Q: 3 clusters Score -676086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -676093.187500 Penalty: 2789.955566
	Iteration 28Q: 3 clusters Score -676093.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -676100.250000 Penalty: 2789.955566
	Iteration 29Q: 3 clusters Score -676100.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -676105.437500 Penalty: 2789.955566
	Iteration 30Q: 3 clusters Score -676105.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -676110.812500 Penalty: 2789.955566
	Iteration 31Q: 3 clusters Score -676110.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -676117.687500 Penalty: 2789.955566
	Iteration 32Q: 3 clusters Score -676117.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -676122.875000 Penalty: 2789.955566
	Iteration 33Q: 3 clusters Score -676122.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -676129.187500 Penalty: 2789.955566
	Iteration 34Q: 3 clusters Score -676129.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -676135.000000 Penalty: 2789.955566
	Iteration 35Q: 3 clusters Score -676135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -676139.062500 Penalty: 2789.955566
	Iteration 36Q: 3 clusters Score -676139.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -676142.062500 Penalty: 2789.955566
	Iteration 37Q: 3 clusters Score -676142.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -676147.500000 Penalty: 2789.955566
	Iteration 38Q: 3 clusters Score -676147.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -676151.062500 Penalty: 2789.955566
	Iteration 39Q: 3 clusters Score -676151.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -676154.062500 Penalty: 2789.955566
	Iteration 40F: 3 clusters Score -676154.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -676158.125000 Penalty: 2789.955566
	Iteration 41Q: 3 clusters Score -676158.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -676163.250000 Penalty: 2789.955566
	Iteration 42Q: 3 clusters Score -676163.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -676168.375000 Penalty: 2789.955566
	Iteration 43Q: 3 clusters Score -676168.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -676172.187500 Penalty: 2789.955566
	Iteration 44Q: 3 clusters Score -676172.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -676177.937500 Penalty: 2789.955566
	Iteration 45Q: 3 clusters Score -676177.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -676182.062500 Penalty: 2789.955566
	Iteration 46Q: 3 clusters Score -676182.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -676186.375000 Penalty: 2789.955566
	Iteration 47Q: 3 clusters Score -676186.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -676187.312500 Penalty: 2789.955566
	Iteration 48Q: 3 clusters Score -676187.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -676188.687500 Penalty: 2789.955566
	Iteration 49Q: 3 clusters Score -676188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -676189.562500 Penalty: 2789.955566
	Iteration 50Q: 3 clusters Score -676189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -676191.062500 Penalty: 2789.955566
	Iteration 51Q: 3 clusters Score -676191.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -676190.437500 Penalty: 2789.955566
	Iteration 52Q: 3 clusters Score -676190.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -676190.437500 Penalty: 2789.955566
	Iteration 53F: 3 clusters Score -676190.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (121116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121116 members 
Entering Unmasked Estep 
Score: -15501626.000000 Penalty: 1901.981934
	Iteration 0F: 2 clusters Score -1.550163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -15422517.000000 Penalty: 3803.963867
	Iteration 0F: 3 clusters Score -1.542252e+07 nChanged 58212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62711 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -15456272.000000 Penalty: 3803.963867
	Iteration 1F: 3 clusters Score -1.545627e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -15457012.000000 Penalty: 3803.963867
	Iteration 2Q: 3 clusters Score -1.545701e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -15457886.000000 Penalty: 3803.963867
	Iteration 3Q: 3 clusters Score -1.545789e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69225 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -15459146.000000 Penalty: 3803.963867
	Iteration 4Q: 3 clusters Score -1.545915e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73706 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -15461184.000000 Penalty: 3803.963867
	Iteration 5Q: 3 clusters Score -1.546118e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -15464859.000000 Penalty: 3803.963867
	Iteration 6F: 3 clusters Score -1.546486e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87963 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -15470539.000000 Penalty: 3803.963867
	Iteration 7F: 3 clusters Score -1.547054e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -15477300.000000 Penalty: 3803.963867
	Iteration 8F: 3 clusters Score -1.54773e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103964 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -15483888.000000 Penalty: 3803.963867
	Iteration 9F: 3 clusters Score -1.548389e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109391 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -15488881.000000 Penalty: 3803.963867
	Iteration 10Q: 3 clusters Score -1.548888e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113115 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -15493563.000000 Penalty: 3803.963867
	Iteration 11Q: 3 clusters Score -1.549356e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116065 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -15496559.000000 Penalty: 3803.963867
	Iteration 12Q: 3 clusters Score -1.549656e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118202 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -15498192.000000 Penalty: 3803.963867
	Iteration 13Q: 3 clusters Score -1.549819e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119566 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -15499100.000000 Penalty: 3803.963867
	Iteration 14Q: 3 clusters Score -1.54991e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120331 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -15499577.000000 Penalty: 3803.963867
	Iteration 15Q: 3 clusters Score -1.549958e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120625 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -15499744.000000 Penalty: 3803.963867
	Iteration 16Q: 3 clusters Score -1.549974e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120761 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -15499835.000000 Penalty: 3803.963867
	Iteration 17Q: 3 clusters Score -1.549984e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120814 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -15499877.000000 Penalty: 3803.963867
	Iteration 18Q: 3 clusters Score -1.549988e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120840 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15499921.000000 Penalty: 3803.963867
	Iteration 19Q: 3 clusters Score -1.549992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120862 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15499945.000000 Penalty: 3803.963867
	Iteration 20F: 3 clusters Score -1.549994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120875 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15499971.000000 Penalty: 3803.963867
	Iteration 21Q: 3 clusters Score -1.549997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120882 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15499968.000000 Penalty: 3803.963867
	Iteration 22Q: 3 clusters Score -1.549997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120886 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15499978.000000 Penalty: 3803.963867
	Iteration 23Q: 3 clusters Score -1.549998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120886 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15499973.000000 Penalty: 3803.963867
	Iteration 24Q: 3 clusters Score -1.549997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120888 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15499979.000000 Penalty: 3803.963867
	Iteration 25Q: 3 clusters Score -1.549998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120891 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15499984.000000 Penalty: 3803.963867
	Iteration 26Q: 3 clusters Score -1.549998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120893 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15499999.000000 Penalty: 3803.963867
	Iteration 27Q: 3 clusters Score -1.55e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120895 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15499996.000000 Penalty: 3803.963867
	Iteration 28Q: 3 clusters Score -1.55e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120898 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15500011.000000 Penalty: 3803.963867
	Iteration 29Q: 3 clusters Score -1.550001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120903 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15500023.000000 Penalty: 3803.963867
	Iteration 30Q: 3 clusters Score -1.550002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120905 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15500027.000000 Penalty: 3803.963867
	Iteration 31Q: 3 clusters Score -1.550003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120905 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15500026.000000 Penalty: 3803.963867
	Iteration 32Q: 3 clusters Score -1.550003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120906 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15500026.000000 Penalty: 3803.963867
	Iteration 33Q: 3 clusters Score -1.550003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120908 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15500033.000000 Penalty: 3803.963867
	Iteration 34Q: 3 clusters Score -1.550003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120909 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15500037.000000 Penalty: 3803.963867
	Iteration 35Q: 3 clusters Score -1.550004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120910 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15500033.000000 Penalty: 3803.963867
	Iteration 36Q: 3 clusters Score -1.550003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120911 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15500032.000000 Penalty: 3803.963867
	Iteration 37Q: 3 clusters Score -1.550003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120913 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15500033.000000 Penalty: 3803.963867
	Iteration 38Q: 3 clusters Score -1.550003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120912 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15500029.000000 Penalty: 3803.963867
	Iteration 39Q: 3 clusters Score -1.550003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120912 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15500029.000000 Penalty: 3803.963867
	Iteration 40F: 3 clusters Score -1.550003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Entering Unmasked Estep 
Score: -800173.875000 Penalty: 1422.986450
	Iteration 0F: 2 clusters Score -800173.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -795289.812500 Penalty: 2845.972900
	Iteration 0F: 3 clusters Score -795289.8 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -796765.437500 Penalty: 2845.972900
	Iteration 1F: 3 clusters Score -796765.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -797104.312500 Penalty: 2845.972900
	Iteration 2F: 3 clusters Score -797104.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -797389.562500 Penalty: 2845.972900
	Iteration 3F: 3 clusters Score -797389.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -797589.250000 Penalty: 2845.972900
	Iteration 4F: 3 clusters Score -797589.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -797756.875000 Penalty: 2845.972900
	Iteration 5Q: 3 clusters Score -797756.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -797906.812500 Penalty: 2845.972900
	Iteration 6Q: 3 clusters Score -797906.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -798019.437500 Penalty: 2845.972900
	Iteration 7Q: 3 clusters Score -798019.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -798105.437500 Penalty: 2845.972900
	Iteration 8Q: 3 clusters Score -798105.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -798182.000000 Penalty: 2845.972900
	Iteration 9Q: 3 clusters Score -798182 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -798266.500000 Penalty: 2845.972900
	Iteration 10Q: 3 clusters Score -798266.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -798335.125000 Penalty: 2845.972900
	Iteration 11Q: 3 clusters Score -798335.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -798400.437500 Penalty: 2845.972900
	Iteration 12Q: 3 clusters Score -798400.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -798464.812500 Penalty: 2845.972900
	Iteration 13Q: 3 clusters Score -798464.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -798532.437500 Penalty: 2845.972900
	Iteration 14Q: 3 clusters Score -798532.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -798600.062500 Penalty: 2845.972900
	Iteration 15Q: 3 clusters Score -798600.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -798652.125000 Penalty: 2845.972900
	Iteration 16Q: 3 clusters Score -798652.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -798695.937500 Penalty: 2845.972900
	Iteration 17Q: 3 clusters Score -798695.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -798733.875000 Penalty: 2845.972900
	Iteration 18Q: 3 clusters Score -798733.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -798762.500000 Penalty: 2845.972900
	Iteration 19Q: 3 clusters Score -798762.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -798790.000000 Penalty: 2845.972900
	Iteration 20F: 3 clusters Score -798790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -798832.062500 Penalty: 2845.972900
	Iteration 21Q: 3 clusters Score -798832.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -798876.687500 Penalty: 2845.972900
	Iteration 22Q: 3 clusters Score -798876.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -798933.500000 Penalty: 2845.972900
	Iteration 23Q: 3 clusters Score -798933.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -798979.750000 Penalty: 2845.972900
	Iteration 24Q: 3 clusters Score -798979.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -799017.937500 Penalty: 2845.972900
	Iteration 25Q: 3 clusters Score -799017.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -799055.250000 Penalty: 2845.972900
	Iteration 26Q: 3 clusters Score -799055.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -799079.750000 Penalty: 2845.972900
	Iteration 27Q: 3 clusters Score -799079.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -799106.937500 Penalty: 2845.972900
	Iteration 28Q: 3 clusters Score -799106.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -799124.125000 Penalty: 2845.972900
	Iteration 29Q: 3 clusters Score -799124.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -799144.125000 Penalty: 2845.972900
	Iteration 30Q: 3 clusters Score -799144.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -799163.937500 Penalty: 2845.972900
	Iteration 31Q: 3 clusters Score -799163.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -799179.500000 Penalty: 2845.972900
	Iteration 32Q: 3 clusters Score -799179.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -799190.187500 Penalty: 2845.972900
	Iteration 33Q: 3 clusters Score -799190.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -799205.750000 Penalty: 2845.972900
	Iteration 34Q: 3 clusters Score -799205.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -799215.875000 Penalty: 2845.972900
	Iteration 35Q: 3 clusters Score -799215.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -799222.437500 Penalty: 2845.972900
	Iteration 36Q: 3 clusters Score -799222.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -799230.312500 Penalty: 2845.972900
	Iteration 37Q: 3 clusters Score -799230.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -799235.187500 Penalty: 2845.972900
	Iteration 38Q: 3 clusters Score -799235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -799239.187500 Penalty: 2845.972900
	Iteration 39Q: 3 clusters Score -799239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -799241.375000 Penalty: 2845.972900
	Iteration 40F: 3 clusters Score -799241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -799242.250000 Penalty: 2845.972900
	Iteration 41Q: 3 clusters Score -799242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -799242.562500 Penalty: 2845.972900
	Iteration 42Q: 3 clusters Score -799242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -799244.812500 Penalty: 2845.972900
	Iteration 43Q: 3 clusters Score -799244.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -799247.687500 Penalty: 2845.972900
	Iteration 44Q: 3 clusters Score -799247.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -799250.437500 Penalty: 2845.972900
	Iteration 45Q: 3 clusters Score -799250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -799256.187500 Penalty: 2845.972900
	Iteration 46Q: 3 clusters Score -799256.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -799260.562500 Penalty: 2845.972900
	Iteration 47Q: 3 clusters Score -799260.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -799263.687500 Penalty: 2845.972900
	Iteration 48Q: 3 clusters Score -799263.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -799263.937500 Penalty: 2845.972900
	Iteration 49Q: 3 clusters Score -799263.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -799268.375000 Penalty: 2845.972900
	Iteration 50Q: 3 clusters Score -799268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -799273.062500 Penalty: 2845.972900
	Iteration 51Q: 3 clusters Score -799273.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -799276.187500 Penalty: 2845.972900
	Iteration 52Q: 3 clusters Score -799276.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -799278.562500 Penalty: 2845.972900
	Iteration 53Q: 3 clusters Score -799278.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -799281.875000 Penalty: 2845.972900
	Iteration 54Q: 3 clusters Score -799281.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -799284.187500 Penalty: 2845.972900
	Iteration 55Q: 3 clusters Score -799284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -799288.562500 Penalty: 2845.972900
	Iteration 56Q: 3 clusters Score -799288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -799288.812500 Penalty: 2845.972900
	Iteration 57Q: 3 clusters Score -799288.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -799288.812500 Penalty: 2845.972900
	Iteration 58F: 3 clusters Score -799288.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -2182317.000000 Penalty: 1583.974609
	Iteration 0F: 2 clusters Score -2182317 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: -2170589.000000 Penalty: 3167.949219
	Iteration 0F: 3 clusters Score -2170589 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2174735.500000 Penalty: 3167.949219
	Iteration 1F: 3 clusters Score -2174736 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2175013.750000 Penalty: 3167.949219
	Iteration 2Q: 3 clusters Score -2175014 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2175269.000000 Penalty: 3167.949219
	Iteration 3Q: 3 clusters Score -2175269 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2175549.250000 Penalty: 3167.949219
	Iteration 4Q: 3 clusters Score -2175549 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2175957.750000 Penalty: 3167.949219
	Iteration 5Q: 3 clusters Score -2175958 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2176527.250000 Penalty: 3167.949219
	Iteration 6F: 3 clusters Score -2176527 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2177315.250000 Penalty: 3167.949219
	Iteration 7F: 3 clusters Score -2177315 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2178237.750000 Penalty: 3167.949219
	Iteration 8F: 3 clusters Score -2178238 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2179187.250000 Penalty: 3167.949219
	Iteration 9F: 3 clusters Score -2179187 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2179976.000000 Penalty: 3167.949219
	Iteration 10Q: 3 clusters Score -2179976 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2180436.750000 Penalty: 3167.949219
	Iteration 11Q: 3 clusters Score -2180437 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2180688.250000 Penalty: 3167.949219
	Iteration 12Q: 3 clusters Score -2180688 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2180794.500000 Penalty: 3167.949219
	Iteration 13Q: 3 clusters Score -2180794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2180856.500000 Penalty: 3167.949219
	Iteration 14Q: 3 clusters Score -2180856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2180905.000000 Penalty: 3167.949219
	Iteration 15Q: 3 clusters Score -2180905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2180940.250000 Penalty: 3167.949219
	Iteration 16Q: 3 clusters Score -2180940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2180961.000000 Penalty: 3167.949219
	Iteration 17Q: 3 clusters Score -2180961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2180976.750000 Penalty: 3167.949219
	Iteration 18Q: 3 clusters Score -2180977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2180987.000000 Penalty: 3167.949219
	Iteration 19Q: 3 clusters Score -2180987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2180989.500000 Penalty: 3167.949219
	Iteration 20F: 3 clusters Score -2180990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2180990.750000 Penalty: 3167.949219
	Iteration 21Q: 3 clusters Score -2180991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2180992.000000 Penalty: 3167.949219
	Iteration 22Q: 3 clusters Score -2180992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2180991.250000 Penalty: 3167.949219
	Iteration 23Q: 3 clusters Score -2180991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2180991.250000 Penalty: 3167.949219
	Iteration 24F: 3 clusters Score -2180991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Entering Unmasked Estep 
Score: -1196399.625000 Penalty: 1494.537476
	Iteration 0F: 2 clusters Score -1196400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1189358.375000 Penalty: 2989.074951
	Iteration 0F: 3 clusters Score -1189358 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1191572.750000 Penalty: 2989.074951
	Iteration 1F: 3 clusters Score -1191573 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1191880.250000 Penalty: 2989.074951
	Iteration 2F: 3 clusters Score -1191880 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1192164.000000 Penalty: 2989.074951
	Iteration 3F: 3 clusters Score -1192164 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1192478.750000 Penalty: 2989.074951
	Iteration 4F: 3 clusters Score -1192479 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1192845.125000 Penalty: 2989.074951
	Iteration 5F: 3 clusters Score -1192845 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1193285.750000 Penalty: 2989.074951
	Iteration 6F: 3 clusters Score -1193286 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1193838.750000 Penalty: 2989.074951
	Iteration 7F: 3 clusters Score -1193839 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1194443.625000 Penalty: 2989.074951
	Iteration 8F: 3 clusters Score -1194444 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1194922.375000 Penalty: 2989.074951
	Iteration 9Q: 3 clusters Score -1194922 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1195228.000000 Penalty: 2989.074951
	Iteration 10Q: 3 clusters Score -1195228 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1195468.375000 Penalty: 2989.074951
	Iteration 11Q: 3 clusters Score -1195468 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1195633.000000 Penalty: 2989.074951
	Iteration 12Q: 3 clusters Score -1195633 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1195773.625000 Penalty: 2989.074951
	Iteration 13Q: 3 clusters Score -1195774 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1195877.875000 Penalty: 2989.074951
	Iteration 14Q: 3 clusters Score -1195878 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1195951.000000 Penalty: 2989.074951
	Iteration 15Q: 3 clusters Score -1195951 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1196002.500000 Penalty: 2989.074951
	Iteration 16Q: 3 clusters Score -1196002 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1196034.375000 Penalty: 2989.074951
	Iteration 17Q: 3 clusters Score -1196034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1196051.250000 Penalty: 2989.074951
	Iteration 18Q: 3 clusters Score -1196051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1196060.000000 Penalty: 2989.074951
	Iteration 19Q: 3 clusters Score -1196060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1196066.750000 Penalty: 2989.074951
	Iteration 20F: 3 clusters Score -1196067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1196073.500000 Penalty: 2989.074951
	Iteration 21Q: 3 clusters Score -1196074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1196080.125000 Penalty: 2989.074951
	Iteration 22Q: 3 clusters Score -1196080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1196082.125000 Penalty: 2989.074951
	Iteration 23Q: 3 clusters Score -1196082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1196083.875000 Penalty: 2989.074951
	Iteration 24Q: 3 clusters Score -1196084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1196083.375000 Penalty: 2989.074951
	Iteration 25Q: 3 clusters Score -1196083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1196083.375000 Penalty: 2989.074951
	Iteration 26F: 3 clusters Score -1196083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Entering Unmasked Estep 
Score: -383338.125000 Penalty: 1295.917480
	Iteration 0F: 2 clusters Score -383338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -380657.125000 Penalty: 2591.834961
	Iteration 0F: 3 clusters Score -380657.1 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -381253.125000 Penalty: 2591.834961
	Iteration 1F: 3 clusters Score -381253.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -381386.687500 Penalty: 2591.834961
	Iteration 2F: 3 clusters Score -381386.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -381472.281250 Penalty: 2591.834961
	Iteration 3F: 3 clusters Score -381472.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -381535.937500 Penalty: 2591.834961
	Iteration 4Q: 3 clusters Score -381535.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -381574.625000 Penalty: 2591.834961
	Iteration 5Q: 3 clusters Score -381574.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -381598.406250 Penalty: 2591.834961
	Iteration 6Q: 3 clusters Score -381598.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -381612.906250 Penalty: 2591.834961
	Iteration 7Q: 3 clusters Score -381612.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -381627.250000 Penalty: 2591.834961
	Iteration 8Q: 3 clusters Score -381627.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -381635.531250 Penalty: 2591.834961
	Iteration 9Q: 3 clusters Score -381635.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -381646.187500 Penalty: 2591.834961
	Iteration 10Q: 3 clusters Score -381646.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -381655.812500 Penalty: 2591.834961
	Iteration 11Q: 3 clusters Score -381655.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -381666.156250 Penalty: 2591.834961
	Iteration 12Q: 3 clusters Score -381666.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -381675.968750 Penalty: 2591.834961
	Iteration 13Q: 3 clusters Score -381676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -381682.250000 Penalty: 2591.834961
	Iteration 14Q: 3 clusters Score -381682.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -381689.750000 Penalty: 2591.834961
	Iteration 15Q: 3 clusters Score -381689.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -381695.437500 Penalty: 2591.834961
	Iteration 16Q: 3 clusters Score -381695.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -381709.250000 Penalty: 2591.834961
	Iteration 17Q: 3 clusters Score -381709.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -381722.062500 Penalty: 2591.834961
	Iteration 18Q: 3 clusters Score -381722.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -381732.187500 Penalty: 2591.834961
	Iteration 19Q: 3 clusters Score -381732.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -381740.562500 Penalty: 2591.834961
	Iteration 20F: 3 clusters Score -381740.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -381748.218750 Penalty: 2591.834961
	Iteration 21Q: 3 clusters Score -381748.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -381751.500000 Penalty: 2591.834961
	Iteration 22Q: 3 clusters Score -381751.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -381756.437500 Penalty: 2591.834961
	Iteration 23Q: 3 clusters Score -381756.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -381763.781250 Penalty: 2591.834961
	Iteration 24Q: 3 clusters Score -381763.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -381769.656250 Penalty: 2591.834961
	Iteration 25Q: 3 clusters Score -381769.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -381777.281250 Penalty: 2591.834961
	Iteration 26Q: 3 clusters Score -381777.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -381784.375000 Penalty: 2591.834961
	Iteration 27Q: 3 clusters Score -381784.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -381790.218750 Penalty: 2591.834961
	Iteration 28Q: 3 clusters Score -381790.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -381793.281250 Penalty: 2591.834961
	Iteration 29Q: 3 clusters Score -381793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -381794.562500 Penalty: 2591.834961
	Iteration 30Q: 3 clusters Score -381794.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -381797.437500 Penalty: 2591.834961
	Iteration 31Q: 3 clusters Score -381797.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -381800.812500 Penalty: 2591.834961
	Iteration 32Q: 3 clusters Score -381800.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -381804.375000 Penalty: 2591.834961
	Iteration 33Q: 3 clusters Score -381804.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -381809.187500 Penalty: 2591.834961
	Iteration 34Q: 3 clusters Score -381809.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -381814.468750 Penalty: 2591.834961
	Iteration 35Q: 3 clusters Score -381814.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -381820.843750 Penalty: 2591.834961
	Iteration 36Q: 3 clusters Score -381820.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -381826.750000 Penalty: 2591.834961
	Iteration 37Q: 3 clusters Score -381826.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -381833.750000 Penalty: 2591.834961
	Iteration 38Q: 3 clusters Score -381833.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -381841.000000 Penalty: 2591.834961
	Iteration 39Q: 3 clusters Score -381841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -381851.593750 Penalty: 2591.834961
	Iteration 40F: 3 clusters Score -381851.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -381867.906250 Penalty: 2591.834961
	Iteration 41Q: 3 clusters Score -381867.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -381878.593750 Penalty: 2591.834961
	Iteration 42Q: 3 clusters Score -381878.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -381888.781250 Penalty: 2591.834961
	Iteration 43Q: 3 clusters Score -381888.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -381899.000000 Penalty: 2591.834961
	Iteration 44Q: 3 clusters Score -381899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -381912.531250 Penalty: 2591.834961
	Iteration 45Q: 3 clusters Score -381912.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -381924.781250 Penalty: 2591.834961
	Iteration 46Q: 3 clusters Score -381924.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -381933.218750 Penalty: 2591.834961
	Iteration 47Q: 3 clusters Score -381933.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -381938.000000 Penalty: 2591.834961
	Iteration 48Q: 3 clusters Score -381938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -381944.218750 Penalty: 2591.834961
	Iteration 49Q: 3 clusters Score -381944.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -381949.718750 Penalty: 2591.834961
	Iteration 50Q: 3 clusters Score -381949.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -381957.875000 Penalty: 2591.834961
	Iteration 51Q: 3 clusters Score -381957.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -381964.718750 Penalty: 2591.834961
	Iteration 52Q: 3 clusters Score -381964.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -381972.968750 Penalty: 2591.834961
	Iteration 53Q: 3 clusters Score -381973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -381981.625000 Penalty: 2591.834961
	Iteration 54Q: 3 clusters Score -381981.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -381988.656250 Penalty: 2591.834961
	Iteration 55Q: 3 clusters Score -381988.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -381993.468750 Penalty: 2591.834961
	Iteration 56Q: 3 clusters Score -381993.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -382000.312500 Penalty: 2591.834961
	Iteration 57Q: 3 clusters Score -382000.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -382008.218750 Penalty: 2591.834961
	Iteration 58Q: 3 clusters Score -382008.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -382013.375000 Penalty: 2591.834961
	Iteration 59Q: 3 clusters Score -382013.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -382018.875000 Penalty: 2591.834961
	Iteration 60F: 3 clusters Score -382018.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -382028.437500 Penalty: 2591.834961
	Iteration 61Q: 3 clusters Score -382028.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -382034.218750 Penalty: 2591.834961
	Iteration 62Q: 3 clusters Score -382034.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -382044.750000 Penalty: 2591.834961
	Iteration 63Q: 3 clusters Score -382044.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -382052.562500 Penalty: 2591.834961
	Iteration 64Q: 3 clusters Score -382052.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -382058.125000 Penalty: 2591.834961
	Iteration 65Q: 3 clusters Score -382058.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -382063.062500 Penalty: 2591.834961
	Iteration 66Q: 3 clusters Score -382063.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -382067.468750 Penalty: 2591.834961
	Iteration 67Q: 3 clusters Score -382067.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -382072.375000 Penalty: 2591.834961
	Iteration 68Q: 3 clusters Score -382072.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -382080.812500 Penalty: 2591.834961
	Iteration 69Q: 3 clusters Score -382080.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -382085.281250 Penalty: 2591.834961
	Iteration 70Q: 3 clusters Score -382085.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -382088.281250 Penalty: 2591.834961
	Iteration 71Q: 3 clusters Score -382088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -382091.156250 Penalty: 2591.834961
	Iteration 72Q: 3 clusters Score -382091.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -382094.562500 Penalty: 2591.834961
	Iteration 73Q: 3 clusters Score -382094.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -382100.656250 Penalty: 2591.834961
	Iteration 74Q: 3 clusters Score -382100.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -382106.656250 Penalty: 2591.834961
	Iteration 75Q: 3 clusters Score -382106.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -382112.718750 Penalty: 2591.834961
	Iteration 76Q: 3 clusters Score -382112.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -382117.656250 Penalty: 2591.834961
	Iteration 77Q: 3 clusters Score -382117.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -382126.687500 Penalty: 2591.834961
	Iteration 78Q: 3 clusters Score -382126.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -382135.625000 Penalty: 2591.834961
	Iteration 79Q: 3 clusters Score -382135.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -382145.593750 Penalty: 2591.834961
	Iteration 80F: 3 clusters Score -382145.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -382153.812500 Penalty: 2591.834961
	Iteration 81Q: 3 clusters Score -382153.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -382160.375000 Penalty: 2591.834961
	Iteration 82Q: 3 clusters Score -382160.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -382162.687500 Penalty: 2591.834961
	Iteration 83Q: 3 clusters Score -382162.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -382168.593750 Penalty: 2591.834961
	Iteration 84Q: 3 clusters Score -382168.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -382176.156250 Penalty: 2591.834961
	Iteration 85Q: 3 clusters Score -382176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -382180.968750 Penalty: 2591.834961
	Iteration 86Q: 3 clusters Score -382181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -382185.218750 Penalty: 2591.834961
	Iteration 87Q: 3 clusters Score -382185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -382190.750000 Penalty: 2591.834961
	Iteration 88Q: 3 clusters Score -382190.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -382195.937500 Penalty: 2591.834961
	Iteration 89Q: 3 clusters Score -382195.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -382201.562500 Penalty: 2591.834961
	Iteration 90Q: 3 clusters Score -382201.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -382205.281250 Penalty: 2591.834961
	Iteration 91Q: 3 clusters Score -382205.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -382209.343750 Penalty: 2591.834961
	Iteration 92Q: 3 clusters Score -382209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -382212.406250 Penalty: 2591.834961
	Iteration 93Q: 3 clusters Score -382212.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -382214.312500 Penalty: 2591.834961
	Iteration 94Q: 3 clusters Score -382214.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -382214.312500 Penalty: 2591.834961
	Iteration 95F: 3 clusters Score -382214.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (131866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131866 members 
Entering Unmasked Estep 
Score: -16829864.000000 Penalty: 1915.800415
	Iteration 0F: 2 clusters Score -1.682986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -16746147.000000 Penalty: 3831.600830
	Iteration 0F: 3 clusters Score -1.674615e+07 nChanged 63534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 69294 members 
Entering Unmasked Estep 
Score: -16783826.000000 Penalty: 3831.600830
	Iteration 1F: 3 clusters Score -1.678383e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 70735 members 
Entering Unmasked Estep 
Score: -16784902.000000 Penalty: 3831.600830
	Iteration 2Q: 3 clusters Score -1.67849e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -16786580.000000 Penalty: 3831.600830
	Iteration 3Q: 3 clusters Score -1.678658e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 75787 members 
Entering Unmasked Estep 
Score: -16789200.000000 Penalty: 3831.600830
	Iteration 4Q: 3 clusters Score -1.67892e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -16792828.000000 Penalty: 3831.600830
	Iteration 5Q: 3 clusters Score -1.679283e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -16797286.000000 Penalty: 3831.600830
	Iteration 6F: 3 clusters Score -1.679729e+07 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -16802338.000000 Penalty: 3831.600830
	Iteration 7F: 3 clusters Score -1.680234e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 92587 members 
Entering Unmasked Estep 
Score: -16806694.000000 Penalty: 3831.600830
	Iteration 8F: 3 clusters Score -1.680669e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 96173 members 
Entering Unmasked Estep 
Score: -16809856.000000 Penalty: 3831.600830
	Iteration 9Q: 3 clusters Score -1.680986e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 99092 members 
Entering Unmasked Estep 
Score: -16811972.000000 Penalty: 3831.600830
	Iteration 10Q: 3 clusters Score -1.681197e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 101512 members 
Entering Unmasked Estep 
Score: -16813500.000000 Penalty: 3831.600830
	Iteration 11Q: 3 clusters Score -1.68135e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 103531 members 
Entering Unmasked Estep 
Score: -16814368.000000 Penalty: 3831.600830
	Iteration 12Q: 3 clusters Score -1.681437e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 105309 members 
Entering Unmasked Estep 
Score: -16815074.000000 Penalty: 3831.600830
	Iteration 13Q: 3 clusters Score -1.681507e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 106912 members 
Entering Unmasked Estep 
Score: -16815724.000000 Penalty: 3831.600830
	Iteration 14Q: 3 clusters Score -1.681572e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 108458 members 
Entering Unmasked Estep 
Score: -16816288.000000 Penalty: 3831.600830
	Iteration 15Q: 3 clusters Score -1.681629e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 109936 members 
Entering Unmasked Estep 
Score: -16817154.000000 Penalty: 3831.600830
	Iteration 16Q: 3 clusters Score -1.681715e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 111485 members 
Entering Unmasked Estep 
Score: -16818480.000000 Penalty: 3831.600830
	Iteration 17Q: 3 clusters Score -1.681848e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 113223 members 
Entering Unmasked Estep 
Score: -16819786.000000 Penalty: 3831.600830
	Iteration 18Q: 3 clusters Score -1.681979e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 115112 members 
Entering Unmasked Estep 
Score: -16820908.000000 Penalty: 3831.600830
	Iteration 19Q: 3 clusters Score -1.682091e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 117195 members 
Entering Unmasked Estep 
Score: -16822206.000000 Penalty: 3831.600830
	Iteration 20F: 3 clusters Score -1.682221e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 119468 members 
Entering Unmasked Estep 
Score: -16823348.000000 Penalty: 3831.600830
	Iteration 21Q: 3 clusters Score -1.682335e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 121835 members 
Entering Unmasked Estep 
Score: -16824352.000000 Penalty: 3831.600830
	Iteration 22Q: 3 clusters Score -1.682435e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 124084 members 
Entering Unmasked Estep 
Score: -16825446.000000 Penalty: 3831.600830
	Iteration 23Q: 3 clusters Score -1.682545e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 126144 members 
Entering Unmasked Estep 
Score: -16826410.000000 Penalty: 3831.600830
	Iteration 24Q: 3 clusters Score -1.682641e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 127865 members 
Entering Unmasked Estep 
Score: -16827098.000000 Penalty: 3831.600830
	Iteration 25Q: 3 clusters Score -1.68271e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 129152 members 
Entering Unmasked Estep 
Score: -16827522.000000 Penalty: 3831.600830
	Iteration 26Q: 3 clusters Score -1.682752e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 130030 members 
Entering Unmasked Estep 
Score: -16827866.000000 Penalty: 3831.600830
	Iteration 27Q: 3 clusters Score -1.682787e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 130589 members 
Entering Unmasked Estep 
Score: -16828018.000000 Penalty: 3831.600830
	Iteration 28Q: 3 clusters Score -1.682802e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 130911 members 
Entering Unmasked Estep 
Score: -16828126.000000 Penalty: 3831.600830
	Iteration 29Q: 3 clusters Score -1.682813e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 131126 members 
Entering Unmasked Estep 
Score: -16828208.000000 Penalty: 3831.600830
	Iteration 30Q: 3 clusters Score -1.682821e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 131249 members 
Entering Unmasked Estep 
Score: -16828254.000000 Penalty: 3831.600830
	Iteration 31Q: 3 clusters Score -1.682825e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 131328 members 
Entering Unmasked Estep 
Score: -16828300.000000 Penalty: 3831.600830
	Iteration 32Q: 3 clusters Score -1.68283e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 131377 members 
Entering Unmasked Estep 
Score: -16828336.000000 Penalty: 3831.600830
	Iteration 33Q: 3 clusters Score -1.682834e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 131409 members 
Entering Unmasked Estep 
Score: -16828344.000000 Penalty: 3831.600830
	Iteration 34Q: 3 clusters Score -1.682834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 131423 members 
Entering Unmasked Estep 
Score: -16828338.000000 Penalty: 3831.600830
	Iteration 35Q: 3 clusters Score -1.682834e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 131437 members 
Entering Unmasked Estep 
Score: -16828336.000000 Penalty: 3831.600830
	Iteration 36Q: 3 clusters Score -1.682834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 131440 members 
Entering Unmasked Estep 
Score: -16828360.000000 Penalty: 3831.600830
	Iteration 37Q: 3 clusters Score -1.682836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 131446 members 
Entering Unmasked Estep 
Score: -16828344.000000 Penalty: 3831.600830
	Iteration 38Q: 3 clusters Score -1.682834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 131451 members 
Entering Unmasked Estep 
Score: -16828350.000000 Penalty: 3831.600830
	Iteration 39Q: 3 clusters Score -1.682835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 131457 members 
Entering Unmasked Estep 
Score: -16828360.000000 Penalty: 3831.600830
	Iteration 40F: 3 clusters Score -1.682836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 131462 members 
Entering Unmasked Estep 
Score: -16828356.000000 Penalty: 3831.600830
	Iteration 41Q: 3 clusters Score -1.682836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 131463 members 
Entering Unmasked Estep 
Score: -16828366.000000 Penalty: 3831.600830
	Iteration 42Q: 3 clusters Score -1.682837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 131465 members 
Entering Unmasked Estep 
Score: -16828372.000000 Penalty: 3831.600830
	Iteration 43Q: 3 clusters Score -1.682837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 131467 members 
Entering Unmasked Estep 
Score: -16828368.000000 Penalty: 3831.600830
	Iteration 44Q: 3 clusters Score -1.682837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 131469 members 
Entering Unmasked Estep 
Score: -16828372.000000 Penalty: 3831.600830
	Iteration 45Q: 3 clusters Score -1.682837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 131469 members 
Entering Unmasked Estep 
Score: -16828372.000000 Penalty: 3831.600830
	Iteration 46F: 3 clusters Score -1.682837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 19247 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28285 members 
Mstep: Class 7 contains 86502 members 
Mstep: Class 8 contains 222 members 
Mstep: Class 9 contains 11094 members 
Mstep: Class 10 contains 54263 members 
Mstep: Class 11 contains 140067 members 
Mstep: Class 12 contains 36670 members 
Mstep: Class 13 contains 1717 members 
Mstep: Class 14 contains 6148 members 
Mstep: Class 15 contains 10382 members 
Mstep: Class 16 contains 27471 members 
Mstep: Class 17 contains 6449 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 14841 members 
Mstep: Class 20 contains 3015 members 
Mstep: Class 21 contains 6023 members 
Mstep: Class 22 contains 54157 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4040 members 
Mstep: Class 26 contains 4685 members 
Mstep: Class 27 contains 36600 members 
Mstep: Class 28 contains 5348 members 
Mstep: Class 29 contains 121116 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17112 members 
Mstep: Class 32 contains 9869 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942200.000000 Penalty: 77880.085938
Iteration 279Q: 36 clusters Score -1.089422e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 19253 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28282 members 
Mstep: Class 7 contains 86502 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 11071 members 
Mstep: Class 10 contains 54273 members 
Mstep: Class 11 contains 140068 members 
Mstep: Class 12 contains 36684 members 
Mstep: Class 13 contains 1717 members 
Mstep: Class 14 contains 6149 members 
Mstep: Class 15 contains 10383 members 
Mstep: Class 16 contains 27471 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 14839 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 54139 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4037 members 
Mstep: Class 26 contains 4684 members 
Mstep: Class 27 contains 36599 members 
Mstep: Class 28 contains 5344 members 
Mstep: Class 29 contains 121126 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17115 members 
Mstep: Class 32 contains 9867 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131870 members 
Mstep: Class 35 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943248.000000 Penalty: 77880.085938
Iteration 280F: 36 clusters Score -1.089432e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 462 members 
Mstep: Class 4 contains 19255 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 86501 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 11051 members 
Mstep: Class 10 contains 54276 members 
Mstep: Class 11 contains 140063 members 
Mstep: Class 12 contains 36697 members 
Mstep: Class 13 contains 1717 members 
Mstep: Class 14 contains 6152 members 
Mstep: Class 15 contains 10383 members 
Mstep: Class 16 contains 27470 members 
Mstep: Class 17 contains 6446 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 14834 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 54124 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4037 members 
Mstep: Class 26 contains 4684 members 
Mstep: Class 27 contains 36597 members 
Mstep: Class 28 contains 5341 members 
Mstep: Class 29 contains 121131 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 9867 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131875 members 
Mstep: Class 35 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944048.000000 Penalty: 77880.085938
Iteration 281Q: 36 clusters Score -1.08944e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 19257 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 86504 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 54292 members 
Mstep: Class 11 contains 140059 members 
Mstep: Class 12 contains 36699 members 
Mstep: Class 13 contains 1717 members 
Mstep: Class 14 contains 6149 members 
Mstep: Class 15 contains 10382 members 
Mstep: Class 16 contains 27467 members 
Mstep: Class 17 contains 6446 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 14833 members 
Mstep: Class 20 contains 3021 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 54114 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4047 members 
Mstep: Class 26 contains 4677 members 
Mstep: Class 27 contains 36593 members 
Mstep: Class 28 contains 5341 members 
Mstep: Class 29 contains 121130 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17122 members 
Mstep: Class 32 contains 9871 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131883 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944016.000000 Penalty: 77880.085938
Iteration 282Q: 36 clusters Score -1.08944e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19260 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28280 members 
Mstep: Class 7 contains 86504 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 11008 members 
Mstep: Class 10 contains 54298 members 
Mstep: Class 11 contains 140057 members 
Mstep: Class 12 contains 36698 members 
Mstep: Class 13 contains 1718 members 
Mstep: Class 14 contains 6152 members 
Mstep: Class 15 contains 10380 members 
Mstep: Class 16 contains 27465 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 14831 members 
Mstep: Class 20 contains 3023 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 54100 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4063 members 
Mstep: Class 26 contains 4677 members 
Mstep: Class 27 contains 36589 members 
Mstep: Class 28 contains 5341 members 
Mstep: Class 29 contains 121134 members 
Mstep: Class 30 contains 6353 members 
Mstep: Class 31 contains 17125 members 
Mstep: Class 32 contains 9874 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131893 members 
Mstep: Class 35 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943880.000000 Penalty: 77880.085938
Iteration 283Q: 36 clusters Score -1.089439e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19261 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 86501 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10992 members 
Mstep: Class 10 contains 54317 members 
Mstep: Class 11 contains 140050 members 
Mstep: Class 12 contains 36698 members 
Mstep: Class 13 contains 1718 members 
Mstep: Class 14 contains 6150 members 
Mstep: Class 15 contains 10382 members 
Mstep: Class 16 contains 27463 members 
Mstep: Class 17 contains 6448 members 
Mstep: Class 18 contains 7750 members 
Mstep: Class 19 contains 14827 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 54086 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4071 members 
Mstep: Class 26 contains 4676 members 
Mstep: Class 27 contains 36588 members 
Mstep: Class 28 contains 5341 members 
Mstep: Class 29 contains 121139 members 
Mstep: Class 30 contains 6353 members 
Mstep: Class 31 contains 17128 members 
Mstep: Class 32 contains 9873 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131901 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943984.000000 Penalty: 77880.085938
Iteration 284Q: 36 clusters Score -1.08944e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19262 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 86498 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10980 members 
Mstep: Class 10 contains 54336 members 
Mstep: Class 11 contains 140039 members 
Mstep: Class 12 contains 36702 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 6149 members 
Mstep: Class 15 contains 10383 members 
Mstep: Class 16 contains 27462 members 
Mstep: Class 17 contains 6448 members 
Mstep: Class 18 contains 7750 members 
Mstep: Class 19 contains 14822 members 
Mstep: Class 20 contains 3027 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 54073 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4075 members 
Mstep: Class 26 contains 4673 members 
Mstep: Class 27 contains 36587 members 
Mstep: Class 28 contains 5341 members 
Mstep: Class 29 contains 121149 members 
Mstep: Class 30 contains 6353 members 
Mstep: Class 31 contains 17131 members 
Mstep: Class 32 contains 9875 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131912 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943984.000000 Penalty: 77880.085938
Iteration 285Q: 36 clusters Score -1.08944e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19264 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 86499 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10960 members 
Mstep: Class 10 contains 54346 members 
Mstep: Class 11 contains 140037 members 
Mstep: Class 12 contains 36717 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 6149 members 
Mstep: Class 15 contains 10385 members 
Mstep: Class 16 contains 27462 members 
Mstep: Class 17 contains 6448 members 
Mstep: Class 18 contains 7750 members 
Mstep: Class 19 contains 14816 members 
Mstep: Class 20 contains 3028 members 
Mstep: Class 21 contains 6019 members 
Mstep: Class 22 contains 54054 members 
Mstep: Class 23 contains 2595 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4081 members 
Mstep: Class 26 contains 4671 members 
Mstep: Class 27 contains 36584 members 
Mstep: Class 28 contains 5341 members 
Mstep: Class 29 contains 121153 members 
Mstep: Class 30 contains 6353 members 
Mstep: Class 31 contains 17131 members 
Mstep: Class 32 contains 9878 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131920 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943904.000000 Penalty: 77880.085938
Iteration 286Q: 36 clusters Score -1.089439e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19266 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28282 members 
Mstep: Class 7 contains 86499 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10939 members 
Mstep: Class 10 contains 54357 members 
Mstep: Class 11 contains 140031 members 
Mstep: Class 12 contains 36728 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 6152 members 
Mstep: Class 15 contains 10387 members 
Mstep: Class 16 contains 27462 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 14820 members 
Mstep: Class 20 contains 3028 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 54036 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4090 members 
Mstep: Class 26 contains 4670 members 
Mstep: Class 27 contains 36582 members 
Mstep: Class 28 contains 5341 members 
Mstep: Class 29 contains 121155 members 
Mstep: Class 30 contains 6353 members 
Mstep: Class 31 contains 17130 members 
Mstep: Class 32 contains 9878 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131926 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943992.000000 Penalty: 77880.085938
Iteration 287Q: 36 clusters Score -1.08944e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19269 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 86499 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10924 members 
Mstep: Class 10 contains 54369 members 
Mstep: Class 11 contains 140027 members 
Mstep: Class 12 contains 36744 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 6152 members 
Mstep: Class 15 contains 10389 members 
Mstep: Class 16 contains 27462 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 7750 members 
Mstep: Class 19 contains 14824 members 
Mstep: Class 20 contains 3028 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 54016 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4094 members 
Mstep: Class 26 contains 4668 members 
Mstep: Class 27 contains 36579 members 
Mstep: Class 28 contains 5341 members 
Mstep: Class 29 contains 121158 members 
Mstep: Class 30 contains 6353 members 
Mstep: Class 31 contains 17131 members 
Mstep: Class 32 contains 9875 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131932 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944080.000000 Penalty: 77880.085938
Iteration 288Q: 36 clusters Score -1.089441e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28282 members 
Mstep: Class 7 contains 86498 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10911 members 
Mstep: Class 10 contains 54378 members 
Mstep: Class 11 contains 140023 members 
Mstep: Class 12 contains 36750 members 
Mstep: Class 13 contains 1710 members 
Mstep: Class 14 contains 6156 members 
Mstep: Class 15 contains 10391 members 
Mstep: Class 16 contains 27463 members 
Mstep: Class 17 contains 6448 members 
Mstep: Class 18 contains 7750 members 
Mstep: Class 19 contains 14823 members 
Mstep: Class 20 contains 3028 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 54001 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4094 members 
Mstep: Class 26 contains 4667 members 
Mstep: Class 27 contains 36580 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121174 members 
Mstep: Class 30 contains 6354 members 
Mstep: Class 31 contains 17129 members 
Mstep: Class 32 contains 9874 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131931 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944088.000000 Penalty: 77880.085938
Iteration 289Q: 36 clusters Score -1.089441e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28284 members 
Mstep: Class 7 contains 86494 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10897 members 
Mstep: Class 10 contains 54395 members 
Mstep: Class 11 contains 140016 members 
Mstep: Class 12 contains 36757 members 
Mstep: Class 13 contains 1706 members 
Mstep: Class 14 contains 6159 members 
Mstep: Class 15 contains 10393 members 
Mstep: Class 16 contains 27463 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 14823 members 
Mstep: Class 20 contains 3028 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 53988 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4094 members 
Mstep: Class 26 contains 4665 members 
Mstep: Class 27 contains 36580 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121182 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17129 members 
Mstep: Class 32 contains 9877 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131933 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944160.000000 Penalty: 77880.085938
Iteration 290Q: 36 clusters Score -1.089442e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28283 members 
Mstep: Class 7 contains 86491 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10883 members 
Mstep: Class 10 contains 54401 members 
Mstep: Class 11 contains 140014 members 
Mstep: Class 12 contains 36762 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 6163 members 
Mstep: Class 15 contains 10392 members 
Mstep: Class 16 contains 27463 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 7746 members 
Mstep: Class 19 contains 14824 members 
Mstep: Class 20 contains 3028 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 53979 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4094 members 
Mstep: Class 26 contains 4664 members 
Mstep: Class 27 contains 36578 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121185 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17130 members 
Mstep: Class 32 contains 9879 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131940 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944168.000000 Penalty: 77880.085938
Iteration 291Q: 36 clusters Score -1.089442e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4699 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19288 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28282 members 
Mstep: Class 7 contains 86491 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10865 members 
Mstep: Class 10 contains 54408 members 
Mstep: Class 11 contains 140017 members 
Mstep: Class 12 contains 36760 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 10395 members 
Mstep: Class 16 contains 27463 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 7743 members 
Mstep: Class 19 contains 14825 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 53966 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4099 members 
Mstep: Class 26 contains 4664 members 
Mstep: Class 27 contains 36579 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121194 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17130 members 
Mstep: Class 32 contains 9882 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131942 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944208.000000 Penalty: 77880.085938
Iteration 292Q: 36 clusters Score -1.089442e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4699 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19295 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28286 members 
Mstep: Class 7 contains 86488 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10847 members 
Mstep: Class 10 contains 54416 members 
Mstep: Class 11 contains 140020 members 
Mstep: Class 12 contains 36759 members 
Mstep: Class 13 contains 1695 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 10395 members 
Mstep: Class 16 contains 27463 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 7738 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 53957 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4105 members 
Mstep: Class 26 contains 4664 members 
Mstep: Class 27 contains 36577 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121198 members 
Mstep: Class 30 contains 6356 members 
Mstep: Class 31 contains 17130 members 
Mstep: Class 32 contains 9885 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131949 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944224.000000 Penalty: 77880.085938
Iteration 293Q: 36 clusters Score -1.089442e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19299 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28289 members 
Mstep: Class 7 contains 86486 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10834 members 
Mstep: Class 10 contains 54425 members 
Mstep: Class 11 contains 140019 members 
Mstep: Class 12 contains 36767 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 10397 members 
Mstep: Class 16 contains 27464 members 
Mstep: Class 17 contains 6446 members 
Mstep: Class 18 contains 7737 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53946 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4104 members 
Mstep: Class 26 contains 4664 members 
Mstep: Class 27 contains 36575 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121196 members 
Mstep: Class 30 contains 6356 members 
Mstep: Class 31 contains 17129 members 
Mstep: Class 32 contains 9883 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131958 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944216.000000 Penalty: 77880.085938
Iteration 294Q: 36 clusters Score -1.089442e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19305 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28293 members 
Mstep: Class 7 contains 86484 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10820 members 
Mstep: Class 10 contains 54434 members 
Mstep: Class 11 contains 140016 members 
Mstep: Class 12 contains 36768 members 
Mstep: Class 13 contains 1688 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 10397 members 
Mstep: Class 16 contains 27462 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 7735 members 
Mstep: Class 19 contains 14825 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53939 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4107 members 
Mstep: Class 26 contains 4663 members 
Mstep: Class 27 contains 36575 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121205 members 
Mstep: Class 30 contains 6356 members 
Mstep: Class 31 contains 17128 members 
Mstep: Class 32 contains 9883 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131959 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944232.000000 Penalty: 77880.085938
Iteration 295Q: 36 clusters Score -1.089442e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 4694 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19314 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28295 members 
Mstep: Class 7 contains 86481 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10814 members 
Mstep: Class 10 contains 54445 members 
Mstep: Class 11 contains 140016 members 
Mstep: Class 12 contains 36756 members 
Mstep: Class 13 contains 1684 members 
Mstep: Class 14 contains 6174 members 
Mstep: Class 15 contains 10397 members 
Mstep: Class 16 contains 27461 members 
Mstep: Class 17 contains 6443 members 
Mstep: Class 18 contains 7733 members 
Mstep: Class 19 contains 14824 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 6019 members 
Mstep: Class 22 contains 53927 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 4663 members 
Mstep: Class 27 contains 36575 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121221 members 
Mstep: Class 30 contains 6356 members 
Mstep: Class 31 contains 17126 members 
Mstep: Class 32 contains 9885 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131959 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944272.000000 Penalty: 77880.085938
Iteration 296Q: 36 clusters Score -1.089443e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19328 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28297 members 
Mstep: Class 7 contains 86474 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10811 members 
Mstep: Class 10 contains 54459 members 
Mstep: Class 11 contains 140011 members 
Mstep: Class 12 contains 36754 members 
Mstep: Class 13 contains 1678 members 
Mstep: Class 14 contains 6176 members 
Mstep: Class 15 contains 10398 members 
Mstep: Class 16 contains 27463 members 
Mstep: Class 17 contains 6441 members 
Mstep: Class 18 contains 7732 members 
Mstep: Class 19 contains 14822 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 6019 members 
Mstep: Class 22 contains 53920 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4114 members 
Mstep: Class 26 contains 4661 members 
Mstep: Class 27 contains 36574 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121224 members 
Mstep: Class 30 contains 6356 members 
Mstep: Class 31 contains 17120 members 
Mstep: Class 32 contains 9887 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131962 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944456.000000 Penalty: 77880.085938
Iteration 297Q: 36 clusters Score -1.089445e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 4690 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19342 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28294 members 
Mstep: Class 7 contains 86472 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10803 members 
Mstep: Class 10 contains 54466 members 
Mstep: Class 11 contains 140013 members 
Mstep: Class 12 contains 36762 members 
Mstep: Class 13 contains 1675 members 
Mstep: Class 14 contains 6176 members 
Mstep: Class 15 contains 10397 members 
Mstep: Class 16 contains 27462 members 
Mstep: Class 17 contains 6436 members 
Mstep: Class 18 contains 7731 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 6019 members 
Mstep: Class 22 contains 53910 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4118 members 
Mstep: Class 26 contains 4660 members 
Mstep: Class 27 contains 36573 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121226 members 
Mstep: Class 30 contains 6356 members 
Mstep: Class 31 contains 17115 members 
Mstep: Class 32 contains 9885 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131969 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944336.000000 Penalty: 77880.085938
Iteration 298Q: 36 clusters Score -1.089443e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 4690 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19356 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 28294 members 
Mstep: Class 7 contains 86473 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10795 members 
Mstep: Class 10 contains 54476 members 
Mstep: Class 11 contains 140014 members 
Mstep: Class 12 contains 36752 members 
Mstep: Class 13 contains 1670 members 
Mstep: Class 14 contains 6179 members 
Mstep: Class 15 contains 10399 members 
Mstep: Class 16 contains 27463 members 
Mstep: Class 17 contains 6429 members 
Mstep: Class 18 contains 7730 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 6019 members 
Mstep: Class 22 contains 53901 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4122 members 
Mstep: Class 26 contains 4659 members 
Mstep: Class 27 contains 36572 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121239 members 
Mstep: Class 30 contains 6356 members 
Mstep: Class 31 contains 17108 members 
Mstep: Class 32 contains 9883 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131972 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944264.000000 Penalty: 77880.085938
Iteration 299Q: 36 clusters Score -1.089443e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19370 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 28292 members 
Mstep: Class 7 contains 86472 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 54481 members 
Mstep: Class 11 contains 140018 members 
Mstep: Class 12 contains 36754 members 
Mstep: Class 13 contains 1669 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 10402 members 
Mstep: Class 16 contains 27462 members 
Mstep: Class 17 contains 6428 members 
Mstep: Class 18 contains 7730 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 6020 members 
Mstep: Class 22 contains 53886 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4123 members 
Mstep: Class 26 contains 4657 members 
Mstep: Class 27 contains 36572 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121242 members 
Mstep: Class 30 contains 6356 members 
Mstep: Class 31 contains 17101 members 
Mstep: Class 32 contains 9885 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131971 members 
Mstep: Class 35 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944664.000000 Penalty: 77880.085938
Iteration 300F: 36 clusters Score -1.089447e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19381 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28296 members 
Mstep: Class 7 contains 86473 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10775 members 
Mstep: Class 10 contains 54482 members 
Mstep: Class 11 contains 140023 members 
Mstep: Class 12 contains 36756 members 
Mstep: Class 13 contains 1669 members 
Mstep: Class 14 contains 6178 members 
Mstep: Class 15 contains 10405 members 
Mstep: Class 16 contains 27461 members 
Mstep: Class 17 contains 6428 members 
Mstep: Class 18 contains 7730 members 
Mstep: Class 19 contains 14822 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 6019 members 
Mstep: Class 22 contains 53874 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4132 members 
Mstep: Class 26 contains 4654 members 
Mstep: Class 27 contains 36571 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121249 members 
Mstep: Class 30 contains 6356 members 
Mstep: Class 31 contains 17096 members 
Mstep: Class 32 contains 9884 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131968 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944928.000000 Penalty: 77880.085938
Iteration 301Q: 36 clusters Score -1.089449e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 4690 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19392 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28300 members 
Mstep: Class 7 contains 86472 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 10761 members 
Mstep: Class 10 contains 54490 members 
Mstep: Class 11 contains 140023 members 
Mstep: Class 12 contains 36769 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 6173 members 
Mstep: Class 15 contains 10405 members 
Mstep: Class 16 contains 27460 members 
Mstep: Class 17 contains 6430 members 
Mstep: Class 18 contains 7728 members 
Mstep: Class 19 contains 14822 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53861 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4138 members 
Mstep: Class 26 contains 4650 members 
Mstep: Class 27 contains 36570 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121253 members 
Mstep: Class 30 contains 6357 members 
Mstep: Class 31 contains 17092 members 
Mstep: Class 32 contains 9884 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131966 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944928.000000 Penalty: 77880.085938
Iteration 302Q: 36 clusters Score -1.089449e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 4689 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19401 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28299 members 
Mstep: Class 7 contains 86471 members 
Mstep: Class 8 contains 261 members 
Mstep: Class 9 contains 10744 members 
Mstep: Class 10 contains 54495 members 
Mstep: Class 11 contains 140030 members 
Mstep: Class 12 contains 36779 members 
Mstep: Class 13 contains 1666 members 
Mstep: Class 14 contains 6170 members 
Mstep: Class 15 contains 10404 members 
Mstep: Class 16 contains 27460 members 
Mstep: Class 17 contains 6430 members 
Mstep: Class 18 contains 7727 members 
Mstep: Class 19 contains 14823 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53846 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4141 members 
Mstep: Class 26 contains 4649 members 
Mstep: Class 27 contains 36568 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121261 members 
Mstep: Class 30 contains 6357 members 
Mstep: Class 31 contains 17089 members 
Mstep: Class 32 contains 9884 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131968 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944976.000000 Penalty: 77880.085938
Iteration 303Q: 36 clusters Score -1.08945e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19405 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28300 members 
Mstep: Class 7 contains 86466 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10731 members 
Mstep: Class 10 contains 54498 members 
Mstep: Class 11 contains 140028 members 
Mstep: Class 12 contains 36800 members 
Mstep: Class 13 contains 1666 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 27463 members 
Mstep: Class 17 contains 6429 members 
Mstep: Class 18 contains 7727 members 
Mstep: Class 19 contains 14825 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53824 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4141 members 
Mstep: Class 26 contains 4648 members 
Mstep: Class 27 contains 36565 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121267 members 
Mstep: Class 30 contains 6357 members 
Mstep: Class 31 contains 17089 members 
Mstep: Class 32 contains 9884 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131974 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944920.000000 Penalty: 77880.085938
Iteration 304Q: 36 clusters Score -1.089449e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19407 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28300 members 
Mstep: Class 7 contains 86465 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10710 members 
Mstep: Class 10 contains 54503 members 
Mstep: Class 11 contains 140026 members 
Mstep: Class 12 contains 36825 members 
Mstep: Class 13 contains 1665 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 27464 members 
Mstep: Class 17 contains 6427 members 
Mstep: Class 18 contains 7726 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53803 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4143 members 
Mstep: Class 26 contains 4646 members 
Mstep: Class 27 contains 36564 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121274 members 
Mstep: Class 30 contains 6357 members 
Mstep: Class 31 contains 17091 members 
Mstep: Class 32 contains 9884 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131979 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944960.000000 Penalty: 77880.085938
Iteration 305Q: 36 clusters Score -1.08945e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 4689 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19412 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28300 members 
Mstep: Class 7 contains 86464 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10694 members 
Mstep: Class 10 contains 54503 members 
Mstep: Class 11 contains 140028 members 
Mstep: Class 12 contains 36838 members 
Mstep: Class 13 contains 1661 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 10405 members 
Mstep: Class 16 contains 27463 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 7723 members 
Mstep: Class 19 contains 14825 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53787 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4146 members 
Mstep: Class 26 contains 4645 members 
Mstep: Class 27 contains 36562 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121282 members 
Mstep: Class 30 contains 6356 members 
Mstep: Class 31 contains 17092 members 
Mstep: Class 32 contains 9885 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131988 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944936.000000 Penalty: 77880.085938
Iteration 306Q: 36 clusters Score -1.089449e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 4690 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19412 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28303 members 
Mstep: Class 7 contains 86465 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10680 members 
Mstep: Class 10 contains 54502 members 
Mstep: Class 11 contains 140027 members 
Mstep: Class 12 contains 36849 members 
Mstep: Class 13 contains 1659 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 27463 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7723 members 
Mstep: Class 19 contains 14825 members 
Mstep: Class 20 contains 3030 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53774 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 4646 members 
Mstep: Class 27 contains 36563 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121292 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17092 members 
Mstep: Class 32 contains 9885 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131988 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944928.000000 Penalty: 77880.085938
Iteration 307Q: 36 clusters Score -1.089449e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19414 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28306 members 
Mstep: Class 7 contains 86466 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10671 members 
Mstep: Class 10 contains 54504 members 
Mstep: Class 11 contains 140026 members 
Mstep: Class 12 contains 36851 members 
Mstep: Class 13 contains 1656 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 27462 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7723 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53758 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 4645 members 
Mstep: Class 27 contains 36563 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121306 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17092 members 
Mstep: Class 32 contains 9888 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131988 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944880.000000 Penalty: 77880.085938
Iteration 308Q: 36 clusters Score -1.089449e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 4692 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19414 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28310 members 
Mstep: Class 7 contains 86465 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10658 members 
Mstep: Class 10 contains 54505 members 
Mstep: Class 11 contains 140026 members 
Mstep: Class 12 contains 36857 members 
Mstep: Class 13 contains 1653 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 10410 members 
Mstep: Class 16 contains 27462 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53743 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4153 members 
Mstep: Class 26 contains 4644 members 
Mstep: Class 27 contains 36562 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121325 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17092 members 
Mstep: Class 32 contains 9890 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131988 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944944.000000 Penalty: 77880.085938
Iteration 309Q: 36 clusters Score -1.089449e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19412 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28313 members 
Mstep: Class 7 contains 86463 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 54511 members 
Mstep: Class 11 contains 140024 members 
Mstep: Class 12 contains 36866 members 
Mstep: Class 13 contains 1649 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 27461 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53725 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4155 members 
Mstep: Class 26 contains 4644 members 
Mstep: Class 27 contains 36563 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121337 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17092 members 
Mstep: Class 32 contains 9891 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131993 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944960.000000 Penalty: 77880.085938
Iteration 310Q: 36 clusters Score -1.08945e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 4692 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19409 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28315 members 
Mstep: Class 7 contains 86459 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10639 members 
Mstep: Class 10 contains 54520 members 
Mstep: Class 11 contains 140023 members 
Mstep: Class 12 contains 36871 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 10414 members 
Mstep: Class 16 contains 27461 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14824 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53710 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4157 members 
Mstep: Class 26 contains 4644 members 
Mstep: Class 27 contains 36563 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121345 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17092 members 
Mstep: Class 32 contains 9890 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 131999 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944952.000000 Penalty: 77880.085938
Iteration 311Q: 36 clusters Score -1.08945e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 4695 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19408 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28317 members 
Mstep: Class 7 contains 86458 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10626 members 
Mstep: Class 10 contains 54531 members 
Mstep: Class 11 contains 140022 members 
Mstep: Class 12 contains 36862 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 10414 members 
Mstep: Class 16 contains 27461 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14824 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53698 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4161 members 
Mstep: Class 26 contains 4644 members 
Mstep: Class 27 contains 36563 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121359 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17092 members 
Mstep: Class 32 contains 9889 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132005 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944872.000000 Penalty: 77880.085938
Iteration 312Q: 36 clusters Score -1.089449e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19409 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28315 members 
Mstep: Class 7 contains 86460 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10613 members 
Mstep: Class 10 contains 54538 members 
Mstep: Class 11 contains 140024 members 
Mstep: Class 12 contains 36859 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6163 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 27460 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14823 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53690 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4165 members 
Mstep: Class 26 contains 4644 members 
Mstep: Class 27 contains 36562 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121366 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17092 members 
Mstep: Class 32 contains 9890 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132011 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944944.000000 Penalty: 77880.085938
Iteration 313Q: 36 clusters Score -1.089449e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19409 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28314 members 
Mstep: Class 7 contains 86461 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10604 members 
Mstep: Class 10 contains 54549 members 
Mstep: Class 11 contains 140019 members 
Mstep: Class 12 contains 36850 members 
Mstep: Class 13 contains 1649 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 10414 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14823 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53685 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4166 members 
Mstep: Class 26 contains 4644 members 
Mstep: Class 27 contains 36561 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121380 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17092 members 
Mstep: Class 32 contains 9890 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132014 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944928.000000 Penalty: 77880.085938
Iteration 314Q: 36 clusters Score -1.089449e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19406 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28315 members 
Mstep: Class 7 contains 86462 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10598 members 
Mstep: Class 10 contains 54562 members 
Mstep: Class 11 contains 140013 members 
Mstep: Class 12 contains 36849 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 10414 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14823 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53677 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4167 members 
Mstep: Class 26 contains 4643 members 
Mstep: Class 27 contains 36559 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121382 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17091 members 
Mstep: Class 32 contains 9890 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132017 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944920.000000 Penalty: 77880.085938
Iteration 315Q: 36 clusters Score -1.089449e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19405 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28316 members 
Mstep: Class 7 contains 86462 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 54572 members 
Mstep: Class 11 contains 140005 members 
Mstep: Class 12 contains 36851 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 10415 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53666 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4166 members 
Mstep: Class 26 contains 4642 members 
Mstep: Class 27 contains 36558 members 
Mstep: Class 28 contains 5341 members 
Mstep: Class 29 contains 121392 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17092 members 
Mstep: Class 32 contains 9889 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132018 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944928.000000 Penalty: 77880.085938
Iteration 316Q: 36 clusters Score -1.089449e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19405 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28316 members 
Mstep: Class 7 contains 86463 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10586 members 
Mstep: Class 10 contains 54586 members 
Mstep: Class 11 contains 140001 members 
Mstep: Class 12 contains 36852 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 10415 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14828 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53659 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4167 members 
Mstep: Class 26 contains 4641 members 
Mstep: Class 27 contains 36557 members 
Mstep: Class 28 contains 5339 members 
Mstep: Class 29 contains 121393 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17094 members 
Mstep: Class 32 contains 9890 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132021 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944904.000000 Penalty: 77880.085938
Iteration 317Q: 36 clusters Score -1.089449e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19405 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28315 members 
Mstep: Class 7 contains 86466 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10578 members 
Mstep: Class 10 contains 54593 members 
Mstep: Class 11 contains 139995 members 
Mstep: Class 12 contains 36856 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14830 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53646 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4169 members 
Mstep: Class 26 contains 4641 members 
Mstep: Class 27 contains 36556 members 
Mstep: Class 28 contains 5339 members 
Mstep: Class 29 contains 121405 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17093 members 
Mstep: Class 32 contains 9891 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132022 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944856.000000 Penalty: 77880.085938
Iteration 318Q: 36 clusters Score -1.089449e+08 nChanged 68
Entering ConstructFrom: 
Score: -108944856.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (20979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Entering Unmasked Estep 
Score: -2634427.500000 Penalty: 1617.082520
	Iteration 0F: 2 clusters Score -2634428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2620150.500000 Penalty: 3234.165039
	Iteration 0F: 3 clusters Score -2620150 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2625415.000000 Penalty: 3234.165039
	Iteration 1F: 3 clusters Score -2625415 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2625811.750000 Penalty: 3234.165039
	Iteration 2F: 3 clusters Score -2625812 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2626235.500000 Penalty: 3234.165039
	Iteration 3Q: 3 clusters Score -2626236 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2626701.500000 Penalty: 3234.165039
	Iteration 4Q: 3 clusters Score -2626702 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2627319.500000 Penalty: 3234.165039
	Iteration 5F: 3 clusters Score -2627320 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2628140.000000 Penalty: 3234.165039
	Iteration 6F: 3 clusters Score -2628140 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2629099.250000 Penalty: 3234.165039
	Iteration 7F: 3 clusters Score -2629099 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2630108.250000 Penalty: 3234.165039
	Iteration 8F: 3 clusters Score -2630108 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2631002.750000 Penalty: 3234.165039
	Iteration 9Q: 3 clusters Score -2631003 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2631594.750000 Penalty: 3234.165039
	Iteration 10Q: 3 clusters Score -2631595 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2632003.000000 Penalty: 3234.165039
	Iteration 11Q: 3 clusters Score -2632003 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2632317.000000 Penalty: 3234.165039
	Iteration 12Q: 3 clusters Score -2632317 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2632532.000000 Penalty: 3234.165039
	Iteration 13Q: 3 clusters Score -2632532 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2632665.250000 Penalty: 3234.165039
	Iteration 14Q: 3 clusters Score -2632665 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2632752.750000 Penalty: 3234.165039
	Iteration 15Q: 3 clusters Score -2632753 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2632821.000000 Penalty: 3234.165039
	Iteration 16Q: 3 clusters Score -2632821 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2632868.250000 Penalty: 3234.165039
	Iteration 17Q: 3 clusters Score -2632868 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2632904.750000 Penalty: 3234.165039
	Iteration 18Q: 3 clusters Score -2632905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2632935.250000 Penalty: 3234.165039
	Iteration 19Q: 3 clusters Score -2632935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2632950.250000 Penalty: 3234.165039
	Iteration 20F: 3 clusters Score -2632950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2632969.750000 Penalty: 3234.165039
	Iteration 21Q: 3 clusters Score -2632970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2632978.750000 Penalty: 3234.165039
	Iteration 22Q: 3 clusters Score -2632979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2632985.000000 Penalty: 3234.165039
	Iteration 23Q: 3 clusters Score -2632985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2632985.500000 Penalty: 3234.165039
	Iteration 24Q: 3 clusters Score -2632986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2632993.750000 Penalty: 3234.165039
	Iteration 25Q: 3 clusters Score -2632994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2632994.750000 Penalty: 3234.165039
	Iteration 26Q: 3 clusters Score -2632995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2632998.500000 Penalty: 3234.165039
	Iteration 27Q: 3 clusters Score -2632998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2633002.750000 Penalty: 3234.165039
	Iteration 28Q: 3 clusters Score -2633003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2633007.500000 Penalty: 3234.165039
	Iteration 29Q: 3 clusters Score -2633008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2633013.500000 Penalty: 3234.165039
	Iteration 30Q: 3 clusters Score -2633014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2633014.250000 Penalty: 3234.165039
	Iteration 31Q: 3 clusters Score -2633014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2633018.500000 Penalty: 3234.165039
	Iteration 32Q: 3 clusters Score -2633018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2633022.500000 Penalty: 3234.165039
	Iteration 33Q: 3 clusters Score -2633022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2633024.500000 Penalty: 3234.165039
	Iteration 34Q: 3 clusters Score -2633024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2633027.250000 Penalty: 3234.165039
	Iteration 35Q: 3 clusters Score -2633027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2633028.000000 Penalty: 3234.165039
	Iteration 36Q: 3 clusters Score -2633028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2633028.000000 Penalty: 3234.165039
	Iteration 37F: 3 clusters Score -2633028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Entering Unmasked Estep 
Score: -593410.812500 Penalty: 1373.850830
	Iteration 0F: 2 clusters Score -593410.8 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 2365 members 
Entering Unmasked Estep 
Score: -589619.875000 Penalty: 2747.701660
	Iteration 0F: 3 clusters Score -589619.9 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -590604.000000 Penalty: 2747.701660
	Iteration 1F: 3 clusters Score -590604 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -590756.312500 Penalty: 2747.701660
	Iteration 2F: 3 clusters Score -590756.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -590853.375000 Penalty: 2747.701660
	Iteration 3Q: 3 clusters Score -590853.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -590935.187500 Penalty: 2747.701660
	Iteration 4Q: 3 clusters Score -590935.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -591013.312500 Penalty: 2747.701660
	Iteration 5Q: 3 clusters Score -591013.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -591083.937500 Penalty: 2747.701660
	Iteration 6Q: 3 clusters Score -591083.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -591162.250000 Penalty: 2747.701660
	Iteration 7Q: 3 clusters Score -591162.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -591260.000000 Penalty: 2747.701660
	Iteration 8Q: 3 clusters Score -591260 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -591367.000000 Penalty: 2747.701660
	Iteration 9Q: 3 clusters Score -591367 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -591471.187500 Penalty: 2747.701660
	Iteration 10Q: 3 clusters Score -591471.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -591581.250000 Penalty: 2747.701660
	Iteration 11Q: 3 clusters Score -591581.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -591705.437500 Penalty: 2747.701660
	Iteration 12Q: 3 clusters Score -591705.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -591808.625000 Penalty: 2747.701660
	Iteration 13Q: 3 clusters Score -591808.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -591905.250000 Penalty: 2747.701660
	Iteration 14Q: 3 clusters Score -591905.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -591999.562500 Penalty: 2747.701660
	Iteration 15Q: 3 clusters Score -591999.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -592097.750000 Penalty: 2747.701660
	Iteration 16Q: 3 clusters Score -592097.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -592171.875000 Penalty: 2747.701660
	Iteration 17Q: 3 clusters Score -592171.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -592212.250000 Penalty: 2747.701660
	Iteration 18Q: 3 clusters Score -592212.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -592252.437500 Penalty: 2747.701660
	Iteration 19Q: 3 clusters Score -592252.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -592273.250000 Penalty: 2747.701660
	Iteration 20F: 3 clusters Score -592273.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -592286.125000 Penalty: 2747.701660
	Iteration 21Q: 3 clusters Score -592286.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -592295.937500 Penalty: 2747.701660
	Iteration 22Q: 3 clusters Score -592295.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -592308.125000 Penalty: 2747.701660
	Iteration 23Q: 3 clusters Score -592308.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -592317.062500 Penalty: 2747.701660
	Iteration 24Q: 3 clusters Score -592317.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -592329.625000 Penalty: 2747.701660
	Iteration 25Q: 3 clusters Score -592329.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -592335.812500 Penalty: 2747.701660
	Iteration 26Q: 3 clusters Score -592335.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -592342.937500 Penalty: 2747.701660
	Iteration 27Q: 3 clusters Score -592342.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -592349.375000 Penalty: 2747.701660
	Iteration 28Q: 3 clusters Score -592349.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -592357.750000 Penalty: 2747.701660
	Iteration 29Q: 3 clusters Score -592357.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -592373.125000 Penalty: 2747.701660
	Iteration 30Q: 3 clusters Score -592373.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -592386.437500 Penalty: 2747.701660
	Iteration 31Q: 3 clusters Score -592386.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -592395.250000 Penalty: 2747.701660
	Iteration 32Q: 3 clusters Score -592395.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -592402.000000 Penalty: 2747.701660
	Iteration 33Q: 3 clusters Score -592402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -592404.250000 Penalty: 2747.701660
	Iteration 34Q: 3 clusters Score -592404.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -592406.187500 Penalty: 2747.701660
	Iteration 35Q: 3 clusters Score -592406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -592406.625000 Penalty: 2747.701660
	Iteration 36Q: 3 clusters Score -592406.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -592406.625000 Penalty: 2747.701660
	Iteration 37F: 3 clusters Score -592406.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -47738.746094 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -47738.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46803.761719 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -46803.76 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47021.601562 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -47021.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47149.914062 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -47149.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47219.503906 Penalty: 1998.945923
	Iteration 3F: 3 clusters Score -47219.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47275.269531 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -47275.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47301.140625 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -47301.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -47327.921875 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -47327.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -47332.406250 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -47332.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -47332.406250 Penalty: 1998.945923
	Iteration 8F: 3 clusters Score -47332.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Entering Unmasked Estep 
Score: -2480399.000000 Penalty: 1604.409058
	Iteration 0F: 2 clusters Score -2480399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2467058.750000 Penalty: 3208.818115
	Iteration 0F: 3 clusters Score -2467059 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2471935.500000 Penalty: 3208.818115
	Iteration 1F: 3 clusters Score -2471936 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2472246.750000 Penalty: 3208.818115
	Iteration 2Q: 3 clusters Score -2472247 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2472550.250000 Penalty: 3208.818115
	Iteration 3Q: 3 clusters Score -2472550 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2472875.250000 Penalty: 3208.818115
	Iteration 4Q: 3 clusters Score -2472875 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2473265.000000 Penalty: 3208.818115
	Iteration 5Q: 3 clusters Score -2473265 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2473658.000000 Penalty: 3208.818115
	Iteration 6Q: 3 clusters Score -2473658 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2474090.250000 Penalty: 3208.818115
	Iteration 7Q: 3 clusters Score -2474090 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2474520.000000 Penalty: 3208.818115
	Iteration 8Q: 3 clusters Score -2474520 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2474943.250000 Penalty: 3208.818115
	Iteration 9Q: 3 clusters Score -2474943 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2475372.500000 Penalty: 3208.818115
	Iteration 10Q: 3 clusters Score -2475372 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2475752.000000 Penalty: 3208.818115
	Iteration 11Q: 3 clusters Score -2475752 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2476100.750000 Penalty: 3208.818115
	Iteration 12Q: 3 clusters Score -2476101 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2476461.250000 Penalty: 3208.818115
	Iteration 13Q: 3 clusters Score -2476461 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2476835.750000 Penalty: 3208.818115
	Iteration 14Q: 3 clusters Score -2476836 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2477242.500000 Penalty: 3208.818115
	Iteration 15Q: 3 clusters Score -2477242 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2477707.250000 Penalty: 3208.818115
	Iteration 16Q: 3 clusters Score -2477707 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2478159.500000 Penalty: 3208.818115
	Iteration 17Q: 3 clusters Score -2478160 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2478542.000000 Penalty: 3208.818115
	Iteration 18Q: 3 clusters Score -2478542 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2478794.250000 Penalty: 3208.818115
	Iteration 19Q: 3 clusters Score -2478794 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2478963.500000 Penalty: 3208.818115
	Iteration 20F: 3 clusters Score -2478964 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2479055.250000 Penalty: 3208.818115
	Iteration 21Q: 3 clusters Score -2479055 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2479097.750000 Penalty: 3208.818115
	Iteration 22Q: 3 clusters Score -2479098 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2479136.000000 Penalty: 3208.818115
	Iteration 23Q: 3 clusters Score -2479136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2479163.000000 Penalty: 3208.818115
	Iteration 24Q: 3 clusters Score -2479163 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2479187.500000 Penalty: 3208.818115
	Iteration 25Q: 3 clusters Score -2479188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2479199.750000 Penalty: 3208.818115
	Iteration 26Q: 3 clusters Score -2479200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2479241.250000 Penalty: 3208.818115
	Iteration 27Q: 3 clusters Score -2479241 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2479270.750000 Penalty: 3208.818115
	Iteration 28Q: 3 clusters Score -2479271 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2479289.500000 Penalty: 3208.818115
	Iteration 29Q: 3 clusters Score -2479290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2479307.250000 Penalty: 3208.818115
	Iteration 30Q: 3 clusters Score -2479307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2479315.500000 Penalty: 3208.818115
	Iteration 31Q: 3 clusters Score -2479316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2479333.750000 Penalty: 3208.818115
	Iteration 32Q: 3 clusters Score -2479334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2479341.000000 Penalty: 3208.818115
	Iteration 33Q: 3 clusters Score -2479341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2479346.000000 Penalty: 3208.818115
	Iteration 34Q: 3 clusters Score -2479346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2479344.750000 Penalty: 3208.818115
	Iteration 35Q: 3 clusters Score -2479345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2479346.750000 Penalty: 3208.818115
	Iteration 36Q: 3 clusters Score -2479347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2479350.750000 Penalty: 3208.818115
	Iteration 37Q: 3 clusters Score -2479351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2479350.250000 Penalty: 3208.818115
	Iteration 38Q: 3 clusters Score -2479350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2479350.500000 Penalty: 3208.818115
	Iteration 39Q: 3 clusters Score -2479350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2479354.000000 Penalty: 3208.818115
	Iteration 40F: 3 clusters Score -2479354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -169202.765625 Penalty: 1177.766357
	Iteration 0F: 2 clusters Score -169202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -167475.875000 Penalty: 2355.532715
	Iteration 0F: 3 clusters Score -167475.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -167830.250000 Penalty: 2355.532715
	Iteration 1F: 3 clusters Score -167830.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -167931.343750 Penalty: 2355.532715
	Iteration 2F: 3 clusters Score -167931.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -167974.125000 Penalty: 2355.532715
	Iteration 3Q: 3 clusters Score -167974.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -168011.890625 Penalty: 2355.532715
	Iteration 4Q: 3 clusters Score -168011.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -168037.140625 Penalty: 2355.532715
	Iteration 5Q: 3 clusters Score -168037.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -168060.281250 Penalty: 2355.532715
	Iteration 6Q: 3 clusters Score -168060.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -168075.062500 Penalty: 2355.532715
	Iteration 7Q: 3 clusters Score -168075.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -168088.125000 Penalty: 2355.532715
	Iteration 8Q: 3 clusters Score -168088.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -168112.125000 Penalty: 2355.532715
	Iteration 9Q: 3 clusters Score -168112.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -168125.265625 Penalty: 2355.532715
	Iteration 10Q: 3 clusters Score -168125.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -168135.062500 Penalty: 2355.532715
	Iteration 11Q: 3 clusters Score -168135.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -168144.000000 Penalty: 2355.532715
	Iteration 12Q: 3 clusters Score -168144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -168151.234375 Penalty: 2355.532715
	Iteration 13Q: 3 clusters Score -168151.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -168159.921875 Penalty: 2355.532715
	Iteration 14Q: 3 clusters Score -168159.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -168165.828125 Penalty: 2355.532715
	Iteration 15Q: 3 clusters Score -168165.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -168168.390625 Penalty: 2355.532715
	Iteration 16Q: 3 clusters Score -168168.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -168171.625000 Penalty: 2355.532715
	Iteration 17Q: 3 clusters Score -168171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -168172.437500 Penalty: 2355.532715
	Iteration 18Q: 3 clusters Score -168172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -168173.156250 Penalty: 2355.532715
	Iteration 19Q: 3 clusters Score -168173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -168173.156250 Penalty: 2355.532715
	Iteration 20F: 3 clusters Score -168173.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Entering Unmasked Estep 
Score: -3588337.500000 Penalty: 1665.811401
	Iteration 0F: 2 clusters Score -3588338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3569098.000000 Penalty: 3331.622803
	Iteration 0F: 3 clusters Score -3569098 nChanged 13072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3576476.500000 Penalty: 3331.622803
	Iteration 1F: 3 clusters Score -3576476 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3576948.500000 Penalty: 3331.622803
	Iteration 2Q: 3 clusters Score -3576948 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3577485.250000 Penalty: 3331.622803
	Iteration 3Q: 3 clusters Score -3577485 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3578110.000000 Penalty: 3331.622803
	Iteration 4F: 3 clusters Score -3578110 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -3578892.000000 Penalty: 3331.622803
	Iteration 5F: 3 clusters Score -3578892 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3579648.750000 Penalty: 3331.622803
	Iteration 6F: 3 clusters Score -3579649 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3580336.500000 Penalty: 3331.622803
	Iteration 7F: 3 clusters Score -3580336 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3580965.500000 Penalty: 3331.622803
	Iteration 8Q: 3 clusters Score -3580966 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3581526.750000 Penalty: 3331.622803
	Iteration 9Q: 3 clusters Score -3581527 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3582143.750000 Penalty: 3331.622803
	Iteration 10Q: 3 clusters Score -3582144 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3582847.250000 Penalty: 3331.622803
	Iteration 11Q: 3 clusters Score -3582847 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -3583639.750000 Penalty: 3331.622803
	Iteration 12Q: 3 clusters Score -3583640 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3584448.250000 Penalty: 3331.622803
	Iteration 13Q: 3 clusters Score -3584448 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -3585148.750000 Penalty: 3331.622803
	Iteration 14Q: 3 clusters Score -3585149 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3585651.000000 Penalty: 3331.622803
	Iteration 15Q: 3 clusters Score -3585651 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3585938.500000 Penalty: 3331.622803
	Iteration 16Q: 3 clusters Score -3585938 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3586127.500000 Penalty: 3331.622803
	Iteration 17Q: 3 clusters Score -3586128 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3586252.750000 Penalty: 3331.622803
	Iteration 18Q: 3 clusters Score -3586253 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3586371.750000 Penalty: 3331.622803
	Iteration 19Q: 3 clusters Score -3586372 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3586452.750000 Penalty: 3331.622803
	Iteration 20F: 3 clusters Score -3586453 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3586525.500000 Penalty: 3331.622803
	Iteration 21Q: 3 clusters Score -3586526 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3586600.500000 Penalty: 3331.622803
	Iteration 22Q: 3 clusters Score -3586600 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3586641.750000 Penalty: 3331.622803
	Iteration 23Q: 3 clusters Score -3586642 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3586703.250000 Penalty: 3331.622803
	Iteration 24Q: 3 clusters Score -3586703 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3586753.750000 Penalty: 3331.622803
	Iteration 25Q: 3 clusters Score -3586754 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3586793.750000 Penalty: 3331.622803
	Iteration 26Q: 3 clusters Score -3586794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3586817.250000 Penalty: 3331.622803
	Iteration 27Q: 3 clusters Score -3586817 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3586847.000000 Penalty: 3331.622803
	Iteration 28Q: 3 clusters Score -3586847 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3586868.500000 Penalty: 3331.622803
	Iteration 29Q: 3 clusters Score -3586868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3586901.750000 Penalty: 3331.622803
	Iteration 30Q: 3 clusters Score -3586902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3586917.250000 Penalty: 3331.622803
	Iteration 31Q: 3 clusters Score -3586917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3586941.750000 Penalty: 3331.622803
	Iteration 32Q: 3 clusters Score -3586942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3586959.500000 Penalty: 3331.622803
	Iteration 33Q: 3 clusters Score -3586960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3586993.250000 Penalty: 3331.622803
	Iteration 34Q: 3 clusters Score -3586993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3587004.250000 Penalty: 3331.622803
	Iteration 35Q: 3 clusters Score -3587004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3587024.750000 Penalty: 3331.622803
	Iteration 36Q: 3 clusters Score -3587025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3587053.250000 Penalty: 3331.622803
	Iteration 37Q: 3 clusters Score -3587053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3587079.750000 Penalty: 3331.622803
	Iteration 38Q: 3 clusters Score -3587080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3587096.250000 Penalty: 3331.622803
	Iteration 39Q: 3 clusters Score -3587096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3587105.750000 Penalty: 3331.622803
	Iteration 40F: 3 clusters Score -3587106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3587127.750000 Penalty: 3331.622803
	Iteration 41Q: 3 clusters Score -3587128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3587140.000000 Penalty: 3331.622803
	Iteration 42Q: 3 clusters Score -3587140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3587155.750000 Penalty: 3331.622803
	Iteration 43Q: 3 clusters Score -3587156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3587173.500000 Penalty: 3331.622803
	Iteration 44Q: 3 clusters Score -3587174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3587176.750000 Penalty: 3331.622803
	Iteration 45Q: 3 clusters Score -3587177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3587191.500000 Penalty: 3331.622803
	Iteration 46Q: 3 clusters Score -3587192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3587189.000000 Penalty: 3331.622803
	Iteration 47Q: 3 clusters Score -3587189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3587193.000000 Penalty: 3331.622803
	Iteration 48Q: 3 clusters Score -3587193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3587194.000000 Penalty: 3331.622803
	Iteration 49Q: 3 clusters Score -3587194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3587192.500000 Penalty: 3331.622803
	Iteration 50Q: 3 clusters Score -3587192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3587189.000000 Penalty: 3331.622803
	Iteration 51Q: 3 clusters Score -3587189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3587189.750000 Penalty: 3331.622803
	Iteration 52Q: 3 clusters Score -3587190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3587189.750000 Penalty: 3331.622803
	Iteration 53F: 3 clusters Score -3587190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86467 members 
Entering Unmasked Estep 
Score: -11065165.000000 Penalty: 1847.221802
	Iteration 0F: 2 clusters Score -1.106516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -11008162.000000 Penalty: 3694.443604
	Iteration 0F: 3 clusters Score -1.100816e+07 nChanged 41207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -11032514.000000 Penalty: 3694.443604
	Iteration 1F: 3 clusters Score -1.103251e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -11033760.000000 Penalty: 3694.443604
	Iteration 2Q: 3 clusters Score -1.103376e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -11035574.000000 Penalty: 3694.443604
	Iteration 3Q: 3 clusters Score -1.103557e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -11037958.000000 Penalty: 3694.443604
	Iteration 4F: 3 clusters Score -1.103796e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -11041094.000000 Penalty: 3694.443604
	Iteration 5F: 3 clusters Score -1.104109e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -11044529.000000 Penalty: 3694.443604
	Iteration 6F: 3 clusters Score -1.104453e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -11047600.000000 Penalty: 3694.443604
	Iteration 7F: 3 clusters Score -1.10476e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68855 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -11050395.000000 Penalty: 3694.443604
	Iteration 8F: 3 clusters Score -1.10504e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -11052895.000000 Penalty: 3694.443604
	Iteration 9Q: 3 clusters Score -1.10529e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76418 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -11055364.000000 Penalty: 3694.443604
	Iteration 10Q: 3 clusters Score -1.105536e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79764 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -11057781.000000 Penalty: 3694.443604
	Iteration 11Q: 3 clusters Score -1.105778e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -11060101.000000 Penalty: 3694.443604
	Iteration 12Q: 3 clusters Score -1.10601e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -11061766.000000 Penalty: 3694.443604
	Iteration 13Q: 3 clusters Score -1.106177e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85515 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -11062687.000000 Penalty: 3694.443604
	Iteration 14Q: 3 clusters Score -1.106269e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85983 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -11063126.000000 Penalty: 3694.443604
	Iteration 15Q: 3 clusters Score -1.106313e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -11063349.000000 Penalty: 3694.443604
	Iteration 16Q: 3 clusters Score -1.106335e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86225 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11063402.000000 Penalty: 3694.443604
	Iteration 17Q: 3 clusters Score -1.10634e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86245 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11063467.000000 Penalty: 3694.443604
	Iteration 18Q: 3 clusters Score -1.106347e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86258 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11063506.000000 Penalty: 3694.443604
	Iteration 19Q: 3 clusters Score -1.106351e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86270 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11063523.000000 Penalty: 3694.443604
	Iteration 20F: 3 clusters Score -1.106352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86274 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11063537.000000 Penalty: 3694.443604
	Iteration 21Q: 3 clusters Score -1.106354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86277 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11063542.000000 Penalty: 3694.443604
	Iteration 22Q: 3 clusters Score -1.106354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86280 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11063538.000000 Penalty: 3694.443604
	Iteration 23Q: 3 clusters Score -1.106354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86278 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11063540.000000 Penalty: 3694.443604
	Iteration 24Q: 3 clusters Score -1.106354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86281 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11063549.000000 Penalty: 3694.443604
	Iteration 25Q: 3 clusters Score -1.106355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86282 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11063548.000000 Penalty: 3694.443604
	Iteration 26Q: 3 clusters Score -1.106355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86284 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -11063555.000000 Penalty: 3694.443604
	Iteration 27Q: 3 clusters Score -1.106356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86287 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11063567.000000 Penalty: 3694.443604
	Iteration 28Q: 3 clusters Score -1.106357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11063579.000000 Penalty: 3694.443604
	Iteration 29Q: 3 clusters Score -1.106358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86287 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11063579.000000 Penalty: 3694.443604
	Iteration 30Q: 3 clusters Score -1.106358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86287 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11063579.000000 Penalty: 3694.443604
	Iteration 31F: 3 clusters Score -1.106358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -23193.689453 Penalty: 904.856018
	Iteration 0F: 2 clusters Score -23193.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22481.847656 Penalty: 1809.712036
	Iteration 0F: 3 clusters Score -22481.85 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22736.634766 Penalty: 1809.712036
	Iteration 1F: 3 clusters Score -22736.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22913.783203 Penalty: 1809.712036
	Iteration 2F: 3 clusters Score -22913.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23072.058594 Penalty: 1809.712036
	Iteration 3F: 3 clusters Score -23072.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23211.863281 Penalty: 1809.712036
	Iteration 4Q: 3 clusters Score -23211.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23301.416016 Penalty: 1809.712036
	Iteration 5Q: 3 clusters Score -23301.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23318.777344 Penalty: 1809.712036
	Iteration 6Q: 3 clusters Score -23318.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23329.367188 Penalty: 1809.712036
	Iteration 7Q: 3 clusters Score -23329.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23331.273438 Penalty: 1809.712036
	Iteration 8Q: 3 clusters Score -23331.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23334.988281 Penalty: 1809.712036
	Iteration 9Q: 3 clusters Score -23334.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23337.841797 Penalty: 1809.712036
	Iteration 10Q: 3 clusters Score -23337.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23353.115234 Penalty: 1809.712036
	Iteration 11Q: 3 clusters Score -23353.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23386.210938 Penalty: 1809.712036
	Iteration 12Q: 3 clusters Score -23386.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23397.927734 Penalty: 1809.712036
	Iteration 13Q: 3 clusters Score -23397.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23423.171875 Penalty: 1809.712036
	Iteration 14Q: 3 clusters Score -23423.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23448.695312 Penalty: 1809.712036
	Iteration 15Q: 3 clusters Score -23448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23464.414062 Penalty: 1809.712036
	Iteration 16Q: 3 clusters Score -23464.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23575.218750 Penalty: 1809.712036
	Iteration 17Q: 3 clusters Score -23575.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23889.410156 Penalty: 1809.712036
	Iteration 18Q: 3 clusters Score -23889.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24023.757812 Penalty: 1809.712036
	Iteration 19Q: 3 clusters Score -24023.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24077.451172 Penalty: 1809.712036
	Iteration 20F: 3 clusters Score -24077.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24147.853516 Penalty: 1809.712036
	Iteration 21Q: 3 clusters Score -24147.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24179.347656 Penalty: 1809.712036
	Iteration 22Q: 3 clusters Score -24179.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24187.298828 Penalty: 1809.712036
	Iteration 23Q: 3 clusters Score -24187.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24187.298828 Penalty: 1809.712036
	Iteration 24F: 3 clusters Score -24187.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19405 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28315 members 
Mstep: Class 7 contains 86467 members 
Mstep: Class 8 contains 132 members 
Mstep: Class 9 contains 10572 members 
Mstep: Class 10 contains 54605 members 
Mstep: Class 11 contains 139994 members 
Mstep: Class 12 contains 36858 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14830 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53630 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 36550 members 
Mstep: Class 28 contains 5339 members 
Mstep: Class 29 contains 121415 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17092 members 
Mstep: Class 32 contains 9889 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132024 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 130 members 
Entering Unmasked Estep 
Score: -108944712.000000 Penalty: 80105.234375
Splitting cluster 8 changes total score from -108944856.000000 to -108944712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (10572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Entering Unmasked Estep 
Score: -1232409.375000 Penalty: 1505.719238
	Iteration 0F: 2 clusters Score -1232409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1224906.750000 Penalty: 3011.438477
	Iteration 0F: 3 clusters Score -1224907 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1227559.500000 Penalty: 3011.438477
	Iteration 1F: 3 clusters Score -1227560 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1227959.750000 Penalty: 3011.438477
	Iteration 2F: 3 clusters Score -1227960 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1228309.375000 Penalty: 3011.438477
	Iteration 3F: 3 clusters Score -1228309 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1228594.250000 Penalty: 3011.438477
	Iteration 4F: 3 clusters Score -1228594 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1228914.375000 Penalty: 3011.438477
	Iteration 5Q: 3 clusters Score -1228914 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1229248.625000 Penalty: 3011.438477
	Iteration 6Q: 3 clusters Score -1229249 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1229602.500000 Penalty: 3011.438477
	Iteration 7Q: 3 clusters Score -1229602 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1229918.125000 Penalty: 3011.438477
	Iteration 8Q: 3 clusters Score -1229918 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1230199.250000 Penalty: 3011.438477
	Iteration 9Q: 3 clusters Score -1230199 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1230482.750000 Penalty: 3011.438477
	Iteration 10Q: 3 clusters Score -1230483 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1230730.625000 Penalty: 3011.438477
	Iteration 11Q: 3 clusters Score -1230731 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1230905.625000 Penalty: 3011.438477
	Iteration 12Q: 3 clusters Score -1230906 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1231042.125000 Penalty: 3011.438477
	Iteration 13Q: 3 clusters Score -1231042 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1231153.875000 Penalty: 3011.438477
	Iteration 14Q: 3 clusters Score -1231154 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1231264.875000 Penalty: 3011.438477
	Iteration 15Q: 3 clusters Score -1231265 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1231375.500000 Penalty: 3011.438477
	Iteration 16Q: 3 clusters Score -1231376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1231445.625000 Penalty: 3011.438477
	Iteration 17Q: 3 clusters Score -1231446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1231485.125000 Penalty: 3011.438477
	Iteration 18Q: 3 clusters Score -1231485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1231505.375000 Penalty: 3011.438477
	Iteration 19Q: 3 clusters Score -1231505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1231519.125000 Penalty: 3011.438477
	Iteration 20F: 3 clusters Score -1231519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1231538.250000 Penalty: 3011.438477
	Iteration 21Q: 3 clusters Score -1231538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1231551.125000 Penalty: 3011.438477
	Iteration 22Q: 3 clusters Score -1231551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1231562.625000 Penalty: 3011.438477
	Iteration 23Q: 3 clusters Score -1231563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1231573.125000 Penalty: 3011.438477
	Iteration 24Q: 3 clusters Score -1231573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1231580.000000 Penalty: 3011.438477
	Iteration 25Q: 3 clusters Score -1231580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1231588.250000 Penalty: 3011.438477
	Iteration 26Q: 3 clusters Score -1231588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1231593.375000 Penalty: 3011.438477
	Iteration 27Q: 3 clusters Score -1231593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1231599.125000 Penalty: 3011.438477
	Iteration 28Q: 3 clusters Score -1231599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1231601.625000 Penalty: 3011.438477
	Iteration 29Q: 3 clusters Score -1231602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1231609.500000 Penalty: 3011.438477
	Iteration 30Q: 3 clusters Score -1231610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1231612.875000 Penalty: 3011.438477
	Iteration 31Q: 3 clusters Score -1231613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1231620.500000 Penalty: 3011.438477
	Iteration 32Q: 3 clusters Score -1231620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1231634.250000 Penalty: 3011.438477
	Iteration 33Q: 3 clusters Score -1231634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1231644.375000 Penalty: 3011.438477
	Iteration 34Q: 3 clusters Score -1231644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1231650.250000 Penalty: 3011.438477
	Iteration 35Q: 3 clusters Score -1231650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1231655.625000 Penalty: 3011.438477
	Iteration 36Q: 3 clusters Score -1231656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1231655.375000 Penalty: 3011.438477
	Iteration 37Q: 3 clusters Score -1231655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1231656.125000 Penalty: 3011.438477
	Iteration 38Q: 3 clusters Score -1231656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1231656.000000 Penalty: 3011.438477
	Iteration 39Q: 3 clusters Score -1231656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1231658.375000 Penalty: 3011.438477
	Iteration 40F: 3 clusters Score -1231658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1231660.250000 Penalty: 3011.438477
	Iteration 41Q: 3 clusters Score -1231660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1231662.250000 Penalty: 3011.438477
	Iteration 42Q: 3 clusters Score -1231662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1231664.250000 Penalty: 3011.438477
	Iteration 43Q: 3 clusters Score -1231664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1231667.375000 Penalty: 3011.438477
	Iteration 44Q: 3 clusters Score -1231667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1231670.625000 Penalty: 3011.438477
	Iteration 45Q: 3 clusters Score -1231671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1231674.000000 Penalty: 3011.438477
	Iteration 46Q: 3 clusters Score -1231674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1231674.250000 Penalty: 3011.438477
	Iteration 47Q: 3 clusters Score -1231674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1231680.875000 Penalty: 3011.438477
	Iteration 48Q: 3 clusters Score -1231681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1231687.750000 Penalty: 3011.438477
	Iteration 49Q: 3 clusters Score -1231688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1231686.375000 Penalty: 3011.438477
	Iteration 50Q: 3 clusters Score -1231686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1231684.250000 Penalty: 3011.438477
	Iteration 51Q: 3 clusters Score -1231684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1231685.875000 Penalty: 3011.438477
	Iteration 52Q: 3 clusters Score -1231686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1231685.875000 Penalty: 3011.438477
	Iteration 53F: 3 clusters Score -1231686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Entering Unmasked Estep 
Score: -6474336.000000 Penalty: 1772.530640
	Iteration 0F: 2 clusters Score -6474336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -6437976.000000 Penalty: 3545.061279
	Iteration 0F: 3 clusters Score -6437976 nChanged 25639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -6452607.500000 Penalty: 3545.061279
	Iteration 1F: 3 clusters Score -6452608 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -6453348.500000 Penalty: 3545.061279
	Iteration 2Q: 3 clusters Score -6453348 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -6454206.000000 Penalty: 3545.061279
	Iteration 3Q: 3 clusters Score -6454206 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -6455109.000000 Penalty: 3545.061279
	Iteration 4Q: 3 clusters Score -6455109 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -6456180.500000 Penalty: 3545.061279
	Iteration 5Q: 3 clusters Score -6456180 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -6457605.500000 Penalty: 3545.061279
	Iteration 6F: 3 clusters Score -6457606 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -6459433.500000 Penalty: 3545.061279
	Iteration 7F: 3 clusters Score -6459434 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -6461907.500000 Penalty: 3545.061279
	Iteration 8F: 3 clusters Score -6461908 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -6464570.000000 Penalty: 3545.061279
	Iteration 9F: 3 clusters Score -6464570 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -6467210.000000 Penalty: 3545.061279
	Iteration 10F: 3 clusters Score -6467210 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -6469397.500000 Penalty: 3545.061279
	Iteration 11Q: 3 clusters Score -6469398 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -6471016.500000 Penalty: 3545.061279
	Iteration 12Q: 3 clusters Score -6471016 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -6472150.500000 Penalty: 3545.061279
	Iteration 13Q: 3 clusters Score -6472150 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -6472706.500000 Penalty: 3545.061279
	Iteration 14Q: 3 clusters Score -6472706 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -6472989.000000 Penalty: 3545.061279
	Iteration 15Q: 3 clusters Score -6472989 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -6473172.000000 Penalty: 3545.061279
	Iteration 16Q: 3 clusters Score -6473172 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -6473265.500000 Penalty: 3545.061279
	Iteration 17Q: 3 clusters Score -6473266 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -6473325.000000 Penalty: 3545.061279
	Iteration 18Q: 3 clusters Score -6473325 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -6473358.000000 Penalty: 3545.061279
	Iteration 19Q: 3 clusters Score -6473358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 53195 members 
Entering Unmasked Estep 
Score: -6473395.000000 Penalty: 3545.061279
	Iteration 20F: 3 clusters Score -6473395 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -6473417.500000 Penalty: 3545.061279
	Iteration 21Q: 3 clusters Score -6473418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -6473432.000000 Penalty: 3545.061279
	Iteration 22Q: 3 clusters Score -6473432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -6473439.500000 Penalty: 3545.061279
	Iteration 23Q: 3 clusters Score -6473440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -6473443.500000 Penalty: 3545.061279
	Iteration 24Q: 3 clusters Score -6473444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -6473450.000000 Penalty: 3545.061279
	Iteration 25Q: 3 clusters Score -6473450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -6473454.500000 Penalty: 3545.061279
	Iteration 26Q: 3 clusters Score -6473454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -6473462.500000 Penalty: 3545.061279
	Iteration 27Q: 3 clusters Score -6473462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -6473474.500000 Penalty: 3545.061279
	Iteration 28Q: 3 clusters Score -6473474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -6473468.500000 Penalty: 3545.061279
	Iteration 29Q: 3 clusters Score -6473468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -6473474.500000 Penalty: 3545.061279
	Iteration 30Q: 3 clusters Score -6473474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -6473475.500000 Penalty: 3545.061279
	Iteration 31Q: 3 clusters Score -6473476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -6473477.000000 Penalty: 3545.061279
	Iteration 32Q: 3 clusters Score -6473477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -6473474.000000 Penalty: 3545.061279
	Iteration 33Q: 3 clusters Score -6473474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -6473475.000000 Penalty: 3545.061279
	Iteration 34Q: 3 clusters Score -6473475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -6473475.000000 Penalty: 3545.061279
	Iteration 35F: 3 clusters Score -6473475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (139994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139994 members 
Entering Unmasked Estep 
Score: -17769316.000000 Penalty: 1925.520142
	Iteration 0F: 2 clusters Score -1.776932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69884 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -17687330.000000 Penalty: 3851.040283
	Iteration 0F: 3 clusters Score -1.768733e+07 nChanged 67660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -17726916.000000 Penalty: 3851.040283
	Iteration 1F: 3 clusters Score -1.772692e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67493 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -17728130.000000 Penalty: 3851.040283
	Iteration 2Q: 3 clusters Score -1.772813e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -17729858.000000 Penalty: 3851.040283
	Iteration 3Q: 3 clusters Score -1.772986e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63234 members 
Mstep: Class 2 contains 76760 members 
Entering Unmasked Estep 
Score: -17732528.000000 Penalty: 3851.040283
	Iteration 4Q: 3 clusters Score -1.773253e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 80270 members 
Entering Unmasked Estep 
Score: -17736764.000000 Penalty: 3851.040283
	Iteration 5F: 3 clusters Score -1.773676e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -17742482.000000 Penalty: 3851.040283
	Iteration 6F: 3 clusters Score -1.774248e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 88236 members 
Entering Unmasked Estep 
Score: -17748280.000000 Penalty: 3851.040283
	Iteration 7F: 3 clusters Score -1.774828e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 91017 members 
Entering Unmasked Estep 
Score: -17753116.000000 Penalty: 3851.040283
	Iteration 8F: 3 clusters Score -1.775312e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 92704 members 
Entering Unmasked Estep 
Score: -17755966.000000 Penalty: 3851.040283
	Iteration 9Q: 3 clusters Score -1.775597e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 94017 members 
Entering Unmasked Estep 
Score: -17757112.000000 Penalty: 3851.040283
	Iteration 10Q: 3 clusters Score -1.775711e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 95181 members 
Entering Unmasked Estep 
Score: -17757628.000000 Penalty: 3851.040283
	Iteration 11Q: 3 clusters Score -1.775763e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 96379 members 
Entering Unmasked Estep 
Score: -17757940.000000 Penalty: 3851.040283
	Iteration 12Q: 3 clusters Score -1.775794e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 97609 members 
Entering Unmasked Estep 
Score: -17758244.000000 Penalty: 3851.040283
	Iteration 13Q: 3 clusters Score -1.775824e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 98838 members 
Entering Unmasked Estep 
Score: -17758472.000000 Penalty: 3851.040283
	Iteration 14Q: 3 clusters Score -1.775847e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 100130 members 
Entering Unmasked Estep 
Score: -17758784.000000 Penalty: 3851.040283
	Iteration 15Q: 3 clusters Score -1.775878e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 101421 members 
Entering Unmasked Estep 
Score: -17759090.000000 Penalty: 3851.040283
	Iteration 16Q: 3 clusters Score -1.775909e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 102698 members 
Entering Unmasked Estep 
Score: -17759430.000000 Penalty: 3851.040283
	Iteration 17Q: 3 clusters Score -1.775943e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 104042 members 
Entering Unmasked Estep 
Score: -17759814.000000 Penalty: 3851.040283
	Iteration 18Q: 3 clusters Score -1.775981e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 105362 members 
Entering Unmasked Estep 
Score: -17760216.000000 Penalty: 3851.040283
	Iteration 19Q: 3 clusters Score -1.776022e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 106645 members 
Entering Unmasked Estep 
Score: -17760618.000000 Penalty: 3851.040283
	Iteration 20F: 3 clusters Score -1.776062e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 107948 members 
Entering Unmasked Estep 
Score: -17761170.000000 Penalty: 3851.040283
	Iteration 21Q: 3 clusters Score -1.776117e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 109273 members 
Entering Unmasked Estep 
Score: -17761688.000000 Penalty: 3851.040283
	Iteration 22Q: 3 clusters Score -1.776169e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 110629 members 
Entering Unmasked Estep 
Score: -17762556.000000 Penalty: 3851.040283
	Iteration 23Q: 3 clusters Score -1.776256e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 112201 members 
Entering Unmasked Estep 
Score: -17763466.000000 Penalty: 3851.040283
	Iteration 24Q: 3 clusters Score -1.776347e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -17764584.000000 Penalty: 3851.040283
	Iteration 25Q: 3 clusters Score -1.776458e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 116519 members 
Entering Unmasked Estep 
Score: -17765738.000000 Penalty: 3851.040283
	Iteration 26Q: 3 clusters Score -1.776574e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 119206 members 
Entering Unmasked Estep 
Score: -17766548.000000 Penalty: 3851.040283
	Iteration 27Q: 3 clusters Score -1.776655e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 122199 members 
Entering Unmasked Estep 
Score: -17767242.000000 Penalty: 3851.040283
	Iteration 28Q: 3 clusters Score -1.776724e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 125061 members 
Entering Unmasked Estep 
Score: -17767720.000000 Penalty: 3851.040283
	Iteration 29Q: 3 clusters Score -1.776772e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 127678 members 
Entering Unmasked Estep 
Score: -17768118.000000 Penalty: 3851.040283
	Iteration 30Q: 3 clusters Score -1.776812e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 129974 members 
Entering Unmasked Estep 
Score: -17768614.000000 Penalty: 3851.040283
	Iteration 31Q: 3 clusters Score -1.776861e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 131950 members 
Entering Unmasked Estep 
Score: -17768848.000000 Penalty: 3851.040283
	Iteration 32Q: 3 clusters Score -1.776885e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 133601 members 
Entering Unmasked Estep 
Score: -17769028.000000 Penalty: 3851.040283
	Iteration 33Q: 3 clusters Score -1.776903e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 135000 members 
Entering Unmasked Estep 
Score: -17768900.000000 Penalty: 3851.040283
	Iteration 34Q: 3 clusters Score -1.77689e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 136091 members 
Entering Unmasked Estep 
Score: -17768860.000000 Penalty: 3851.040283
	Iteration 35Q: 3 clusters Score -1.776886e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 136918 members 
Entering Unmasked Estep 
Score: -17768780.000000 Penalty: 3851.040283
	Iteration 36Q: 3 clusters Score -1.776878e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 137525 members 
Entering Unmasked Estep 
Score: -17768768.000000 Penalty: 3851.040283
	Iteration 37Q: 3 clusters Score -1.776877e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 138001 members 
Entering Unmasked Estep 
Score: -17768764.000000 Penalty: 3851.040283
	Iteration 38Q: 3 clusters Score -1.776876e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 138349 members 
Entering Unmasked Estep 
Score: -17768696.000000 Penalty: 3851.040283
	Iteration 39Q: 3 clusters Score -1.77687e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 138596 members 
Entering Unmasked Estep 
Score: -17768706.000000 Penalty: 3851.040283
	Iteration 40F: 3 clusters Score -1.776871e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 138755 members 
Entering Unmasked Estep 
Score: -17768608.000000 Penalty: 3851.040283
	Iteration 41Q: 3 clusters Score -1.776861e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 138895 members 
Entering Unmasked Estep 
Score: -17768570.000000 Penalty: 3851.040283
	Iteration 42Q: 3 clusters Score -1.776857e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 139001 members 
Entering Unmasked Estep 
Score: -17768494.000000 Penalty: 3851.040283
	Iteration 43Q: 3 clusters Score -1.776849e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 139083 members 
Entering Unmasked Estep 
Score: -17768488.000000 Penalty: 3851.040283
	Iteration 44Q: 3 clusters Score -1.776849e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 139146 members 
Entering Unmasked Estep 
Score: -17768456.000000 Penalty: 3851.040283
	Iteration 45Q: 3 clusters Score -1.776846e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 139198 members 
Entering Unmasked Estep 
Score: -17768428.000000 Penalty: 3851.040283
	Iteration 46Q: 3 clusters Score -1.776843e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 139237 members 
Entering Unmasked Estep 
Score: -17768462.000000 Penalty: 3851.040283
	Iteration 47Q: 3 clusters Score -1.776846e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 139263 members 
Entering Unmasked Estep 
Score: -17768398.000000 Penalty: 3851.040283
	Iteration 48Q: 3 clusters Score -1.77684e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 139287 members 
Entering Unmasked Estep 
Score: -17768410.000000 Penalty: 3851.040283
	Iteration 49Q: 3 clusters Score -1.776841e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 139312 members 
Entering Unmasked Estep 
Score: -17768378.000000 Penalty: 3851.040283
	Iteration 50Q: 3 clusters Score -1.776838e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 139334 members 
Entering Unmasked Estep 
Score: -17768360.000000 Penalty: 3851.040283
	Iteration 51Q: 3 clusters Score -1.776836e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 139339 members 
Entering Unmasked Estep 
Score: -17768356.000000 Penalty: 3851.040283
	Iteration 52Q: 3 clusters Score -1.776836e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 139345 members 
Entering Unmasked Estep 
Score: -17768356.000000 Penalty: 3851.040283
	Iteration 53Q: 3 clusters Score -1.776836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 139350 members 
Entering Unmasked Estep 
Score: -17768346.000000 Penalty: 3851.040283
	Iteration 54Q: 3 clusters Score -1.776835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 139357 members 
Entering Unmasked Estep 
Score: -17768362.000000 Penalty: 3851.040283
	Iteration 55Q: 3 clusters Score -1.776836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 139364 members 
Entering Unmasked Estep 
Score: -17768366.000000 Penalty: 3851.040283
	Iteration 56Q: 3 clusters Score -1.776837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 139370 members 
Entering Unmasked Estep 
Score: -17768380.000000 Penalty: 3851.040283
	Iteration 57Q: 3 clusters Score -1.776838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 139377 members 
Entering Unmasked Estep 
Score: -17768356.000000 Penalty: 3851.040283
	Iteration 58Q: 3 clusters Score -1.776836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 139384 members 
Entering Unmasked Estep 
Score: -17768370.000000 Penalty: 3851.040283
	Iteration 59Q: 3 clusters Score -1.776837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 139389 members 
Entering Unmasked Estep 
Score: -17768374.000000 Penalty: 3851.040283
	Iteration 60F: 3 clusters Score -1.776837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 139392 members 
Entering Unmasked Estep 
Score: -17768370.000000 Penalty: 3851.040283
	Iteration 61Q: 3 clusters Score -1.776837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 139393 members 
Entering Unmasked Estep 
Score: -17768370.000000 Penalty: 3851.040283
	Iteration 62Q: 3 clusters Score -1.776837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 139393 members 
Entering Unmasked Estep 
Score: -17768370.000000 Penalty: 3851.040283
	Iteration 63F: 3 clusters Score -1.776837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Entering Unmasked Estep 
Score: -4407867.500000 Penalty: 1708.659546
	Iteration 0F: 2 clusters Score -4407868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -4383154.000000 Penalty: 3417.319092
	Iteration 0F: 3 clusters Score -4383154 nChanged 17212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -4393143.000000 Penalty: 3417.319092
	Iteration 1F: 3 clusters Score -4393143 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -4393912.000000 Penalty: 3417.319092
	Iteration 2F: 3 clusters Score -4393912 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -4394849.500000 Penalty: 3417.319092
	Iteration 3F: 3 clusters Score -4394850 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -4396134.500000 Penalty: 3417.319092
	Iteration 4F: 3 clusters Score -4396134 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -4397602.500000 Penalty: 3417.319092
	Iteration 5F: 3 clusters Score -4397602 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -4399206.500000 Penalty: 3417.319092
	Iteration 6F: 3 clusters Score -4399206 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -4400640.000000 Penalty: 3417.319092
	Iteration 7F: 3 clusters Score -4400640 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4401820.000000 Penalty: 3417.319092
	Iteration 8Q: 3 clusters Score -4401820 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -4402778.000000 Penalty: 3417.319092
	Iteration 9Q: 3 clusters Score -4402778 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -4403384.500000 Penalty: 3417.319092
	Iteration 10Q: 3 clusters Score -4403384 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -4403852.000000 Penalty: 3417.319092
	Iteration 11Q: 3 clusters Score -4403852 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4404267.000000 Penalty: 3417.319092
	Iteration 12Q: 3 clusters Score -4404267 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -4404650.500000 Penalty: 3417.319092
	Iteration 13Q: 3 clusters Score -4404650 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -4405005.000000 Penalty: 3417.319092
	Iteration 14Q: 3 clusters Score -4405005 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -4405328.000000 Penalty: 3417.319092
	Iteration 15Q: 3 clusters Score -4405328 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -4405634.000000 Penalty: 3417.319092
	Iteration 16Q: 3 clusters Score -4405634 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -4405864.000000 Penalty: 3417.319092
	Iteration 17Q: 3 clusters Score -4405864 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -4406041.500000 Penalty: 3417.319092
	Iteration 18Q: 3 clusters Score -4406042 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -4406142.000000 Penalty: 3417.319092
	Iteration 19Q: 3 clusters Score -4406142 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -4406241.000000 Penalty: 3417.319092
	Iteration 20F: 3 clusters Score -4406241 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -4406298.500000 Penalty: 3417.319092
	Iteration 21Q: 3 clusters Score -4406298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -4406350.500000 Penalty: 3417.319092
	Iteration 22Q: 3 clusters Score -4406350 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -4406412.500000 Penalty: 3417.319092
	Iteration 23Q: 3 clusters Score -4406412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -4406446.500000 Penalty: 3417.319092
	Iteration 24Q: 3 clusters Score -4406446 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -4406477.500000 Penalty: 3417.319092
	Iteration 25Q: 3 clusters Score -4406478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -4406504.000000 Penalty: 3417.319092
	Iteration 26Q: 3 clusters Score -4406504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -4406512.000000 Penalty: 3417.319092
	Iteration 27Q: 3 clusters Score -4406512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -4406526.500000 Penalty: 3417.319092
	Iteration 28Q: 3 clusters Score -4406526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -4406538.500000 Penalty: 3417.319092
	Iteration 29Q: 3 clusters Score -4406538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -4406553.500000 Penalty: 3417.319092
	Iteration 30Q: 3 clusters Score -4406554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -4406553.500000 Penalty: 3417.319092
	Iteration 31Q: 3 clusters Score -4406554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -4406557.000000 Penalty: 3417.319092
	Iteration 32Q: 3 clusters Score -4406557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -4406560.000000 Penalty: 3417.319092
	Iteration 33Q: 3 clusters Score -4406560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -4406566.500000 Penalty: 3417.319092
	Iteration 34Q: 3 clusters Score -4406566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -4406575.500000 Penalty: 3417.319092
	Iteration 35Q: 3 clusters Score -4406576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -4406579.000000 Penalty: 3417.319092
	Iteration 36Q: 3 clusters Score -4406579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -4406579.000000 Penalty: 3417.319092
	Iteration 37Q: 3 clusters Score -4406579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -4406589.000000 Penalty: 3417.319092
	Iteration 38Q: 3 clusters Score -4406589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -4406598.500000 Penalty: 3417.319092
	Iteration 39Q: 3 clusters Score -4406598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -4406614.500000 Penalty: 3417.319092
	Iteration 40F: 3 clusters Score -4406614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -4406627.000000 Penalty: 3417.319092
	Iteration 41Q: 3 clusters Score -4406627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -4406634.500000 Penalty: 3417.319092
	Iteration 42Q: 3 clusters Score -4406634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -4406644.500000 Penalty: 3417.319092
	Iteration 43Q: 3 clusters Score -4406644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -4406642.500000 Penalty: 3417.319092
	Iteration 44Q: 3 clusters Score -4406642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -4406644.500000 Penalty: 3417.319092
	Iteration 45Q: 3 clusters Score -4406644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -4406648.000000 Penalty: 3417.319092
	Iteration 46Q: 3 clusters Score -4406648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -4406648.000000 Penalty: 3417.319092
	Iteration 47Q: 3 clusters Score -4406648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -4406648.000000 Penalty: 3417.319092
	Iteration 48F: 3 clusters Score -4406648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -223323.093750 Penalty: 1203.689087
	Iteration 0F: 2 clusters Score -223323.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -221430.375000 Penalty: 2407.378174
	Iteration 0F: 3 clusters Score -221430.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -221783.156250 Penalty: 2407.378174
	Iteration 1F: 3 clusters Score -221783.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -221869.015625 Penalty: 2407.378174
	Iteration 2F: 3 clusters Score -221869 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -221923.125000 Penalty: 2407.378174
	Iteration 3Q: 3 clusters Score -221923.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -221958.546875 Penalty: 2407.378174
	Iteration 4Q: 3 clusters Score -221958.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -221987.781250 Penalty: 2407.378174
	Iteration 5Q: 3 clusters Score -221987.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -222010.781250 Penalty: 2407.378174
	Iteration 6Q: 3 clusters Score -222010.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -222023.859375 Penalty: 2407.378174
	Iteration 7Q: 3 clusters Score -222023.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -222038.687500 Penalty: 2407.378174
	Iteration 8Q: 3 clusters Score -222038.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -222049.734375 Penalty: 2407.378174
	Iteration 9Q: 3 clusters Score -222049.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -222055.953125 Penalty: 2407.378174
	Iteration 10Q: 3 clusters Score -222056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -222061.687500 Penalty: 2407.378174
	Iteration 11Q: 3 clusters Score -222061.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -222066.890625 Penalty: 2407.378174
	Iteration 12Q: 3 clusters Score -222066.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -222068.968750 Penalty: 2407.378174
	Iteration 13Q: 3 clusters Score -222069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -222071.359375 Penalty: 2407.378174
	Iteration 14Q: 3 clusters Score -222071.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -222074.187500 Penalty: 2407.378174
	Iteration 15Q: 3 clusters Score -222074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -222077.343750 Penalty: 2407.378174
	Iteration 16Q: 3 clusters Score -222077.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -222078.593750 Penalty: 2407.378174
	Iteration 17Q: 3 clusters Score -222078.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -222081.906250 Penalty: 2407.378174
	Iteration 18Q: 3 clusters Score -222081.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -222086.703125 Penalty: 2407.378174
	Iteration 19Q: 3 clusters Score -222086.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -222089.109375 Penalty: 2407.378174
	Iteration 20F: 3 clusters Score -222089.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -222091.109375 Penalty: 2407.378174
	Iteration 21Q: 3 clusters Score -222091.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -222092.250000 Penalty: 2407.378174
	Iteration 22Q: 3 clusters Score -222092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -222093.046875 Penalty: 2407.378174
	Iteration 23Q: 3 clusters Score -222093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -222094.109375 Penalty: 2407.378174
	Iteration 24Q: 3 clusters Score -222094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -222095.578125 Penalty: 2407.378174
	Iteration 25Q: 3 clusters Score -222095.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -222095.578125 Penalty: 2407.378174
	Iteration 26F: 3 clusters Score -222095.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Entering Unmasked Estep 
Score: -742845.312500 Penalty: 1418.132324
	Iteration 0F: 2 clusters Score -742845.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -738008.687500 Penalty: 2836.264648
	Iteration 0F: 3 clusters Score -738008.7 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -739461.250000 Penalty: 2836.264648
	Iteration 1F: 3 clusters Score -739461.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -739696.500000 Penalty: 2836.264648
	Iteration 2F: 3 clusters Score -739696.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -739867.000000 Penalty: 2836.264648
	Iteration 3F: 3 clusters Score -739867 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -740020.125000 Penalty: 2836.264648
	Iteration 4Q: 3 clusters Score -740020.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -740171.812500 Penalty: 2836.264648
	Iteration 5Q: 3 clusters Score -740171.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -740323.812500 Penalty: 2836.264648
	Iteration 6Q: 3 clusters Score -740323.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -740461.000000 Penalty: 2836.264648
	Iteration 7Q: 3 clusters Score -740461 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -740588.687500 Penalty: 2836.264648
	Iteration 8Q: 3 clusters Score -740588.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -740735.937500 Penalty: 2836.264648
	Iteration 9Q: 3 clusters Score -740735.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -740904.500000 Penalty: 2836.264648
	Iteration 10Q: 3 clusters Score -740904.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -741055.875000 Penalty: 2836.264648
	Iteration 11Q: 3 clusters Score -741055.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -741184.562500 Penalty: 2836.264648
	Iteration 12Q: 3 clusters Score -741184.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -741275.312500 Penalty: 2836.264648
	Iteration 13Q: 3 clusters Score -741275.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -741355.687500 Penalty: 2836.264648
	Iteration 14Q: 3 clusters Score -741355.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -741429.562500 Penalty: 2836.264648
	Iteration 15Q: 3 clusters Score -741429.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -741504.625000 Penalty: 2836.264648
	Iteration 16Q: 3 clusters Score -741504.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -741576.000000 Penalty: 2836.264648
	Iteration 17Q: 3 clusters Score -741576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -741609.375000 Penalty: 2836.264648
	Iteration 18Q: 3 clusters Score -741609.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -741652.375000 Penalty: 2836.264648
	Iteration 19Q: 3 clusters Score -741652.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -741690.000000 Penalty: 2836.264648
	Iteration 20F: 3 clusters Score -741690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -741721.000000 Penalty: 2836.264648
	Iteration 21Q: 3 clusters Score -741721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -741738.312500 Penalty: 2836.264648
	Iteration 22Q: 3 clusters Score -741738.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -741755.187500 Penalty: 2836.264648
	Iteration 23Q: 3 clusters Score -741755.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -741761.812500 Penalty: 2836.264648
	Iteration 24Q: 3 clusters Score -741761.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -741766.812500 Penalty: 2836.264648
	Iteration 25Q: 3 clusters Score -741766.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -741770.562500 Penalty: 2836.264648
	Iteration 26Q: 3 clusters Score -741770.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -741780.125000 Penalty: 2836.264648
	Iteration 27Q: 3 clusters Score -741780.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -741787.562500 Penalty: 2836.264648
	Iteration 28Q: 3 clusters Score -741787.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -741795.500000 Penalty: 2836.264648
	Iteration 29Q: 3 clusters Score -741795.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -741803.125000 Penalty: 2836.264648
	Iteration 30Q: 3 clusters Score -741803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -741805.687500 Penalty: 2836.264648
	Iteration 31Q: 3 clusters Score -741805.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -741808.062500 Penalty: 2836.264648
	Iteration 32Q: 3 clusters Score -741808.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -741810.437500 Penalty: 2836.264648
	Iteration 33Q: 3 clusters Score -741810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -741811.250000 Penalty: 2836.264648
	Iteration 34Q: 3 clusters Score -741811.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -741811.250000 Penalty: 2836.264648
	Iteration 35F: 3 clusters Score -741811.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Entering Unmasked Estep 
Score: -1261468.000000 Penalty: 1503.241089
	Iteration 0F: 2 clusters Score -1261468 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 5271 members 
Entering Unmasked Estep 
Score: -1254012.250000 Penalty: 3006.482178
	Iteration 0F: 3 clusters Score -1254012 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1256388.875000 Penalty: 3006.482178
	Iteration 1F: 3 clusters Score -1256389 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1256725.500000 Penalty: 3006.482178
	Iteration 2F: 3 clusters Score -1256726 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1257022.500000 Penalty: 3006.482178
	Iteration 3F: 3 clusters Score -1257022 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1257294.625000 Penalty: 3006.482178
	Iteration 4F: 3 clusters Score -1257295 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1257544.500000 Penalty: 3006.482178
	Iteration 5Q: 3 clusters Score -1257544 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1257820.875000 Penalty: 3006.482178
	Iteration 6Q: 3 clusters Score -1257821 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1258109.625000 Penalty: 3006.482178
	Iteration 7Q: 3 clusters Score -1258110 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1258401.875000 Penalty: 3006.482178
	Iteration 8Q: 3 clusters Score -1258402 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1258698.875000 Penalty: 3006.482178
	Iteration 9Q: 3 clusters Score -1258699 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1258984.875000 Penalty: 3006.482178
	Iteration 10Q: 3 clusters Score -1258985 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1259264.500000 Penalty: 3006.482178
	Iteration 11Q: 3 clusters Score -1259264 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1259467.875000 Penalty: 3006.482178
	Iteration 12Q: 3 clusters Score -1259468 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1259614.875000 Penalty: 3006.482178
	Iteration 13Q: 3 clusters Score -1259615 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1259717.500000 Penalty: 3006.482178
	Iteration 14Q: 3 clusters Score -1259718 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1259790.375000 Penalty: 3006.482178
	Iteration 15Q: 3 clusters Score -1259790 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1259846.750000 Penalty: 3006.482178
	Iteration 16Q: 3 clusters Score -1259847 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1259888.375000 Penalty: 3006.482178
	Iteration 17Q: 3 clusters Score -1259888 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1259925.250000 Penalty: 3006.482178
	Iteration 18Q: 3 clusters Score -1259925 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1259963.000000 Penalty: 3006.482178
	Iteration 19Q: 3 clusters Score -1259963 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1259992.500000 Penalty: 3006.482178
	Iteration 20F: 3 clusters Score -1259992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1260013.750000 Penalty: 3006.482178
	Iteration 21Q: 3 clusters Score -1260014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1260033.500000 Penalty: 3006.482178
	Iteration 22Q: 3 clusters Score -1260034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1260061.875000 Penalty: 3006.482178
	Iteration 23Q: 3 clusters Score -1260062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1260086.125000 Penalty: 3006.482178
	Iteration 24Q: 3 clusters Score -1260086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1260105.000000 Penalty: 3006.482178
	Iteration 25Q: 3 clusters Score -1260105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1260118.750000 Penalty: 3006.482178
	Iteration 26Q: 3 clusters Score -1260119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1260129.250000 Penalty: 3006.482178
	Iteration 27Q: 3 clusters Score -1260129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1260144.250000 Penalty: 3006.482178
	Iteration 28Q: 3 clusters Score -1260144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1260162.125000 Penalty: 3006.482178
	Iteration 29Q: 3 clusters Score -1260162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1260173.000000 Penalty: 3006.482178
	Iteration 30Q: 3 clusters Score -1260173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1260186.750000 Penalty: 3006.482178
	Iteration 31Q: 3 clusters Score -1260187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1260197.500000 Penalty: 3006.482178
	Iteration 32Q: 3 clusters Score -1260198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1260208.750000 Penalty: 3006.482178
	Iteration 33Q: 3 clusters Score -1260209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1260217.125000 Penalty: 3006.482178
	Iteration 34Q: 3 clusters Score -1260217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1260234.500000 Penalty: 3006.482178
	Iteration 35Q: 3 clusters Score -1260234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1260254.250000 Penalty: 3006.482178
	Iteration 36Q: 3 clusters Score -1260254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1260266.750000 Penalty: 3006.482178
	Iteration 37Q: 3 clusters Score -1260267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1260272.500000 Penalty: 3006.482178
	Iteration 38Q: 3 clusters Score -1260272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1260282.375000 Penalty: 3006.482178
	Iteration 39Q: 3 clusters Score -1260282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1260286.250000 Penalty: 3006.482178
	Iteration 40F: 3 clusters Score -1260286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1260291.625000 Penalty: 3006.482178
	Iteration 41Q: 3 clusters Score -1260292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1260300.375000 Penalty: 3006.482178
	Iteration 42Q: 3 clusters Score -1260300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1260305.500000 Penalty: 3006.482178
	Iteration 43Q: 3 clusters Score -1260306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1260307.250000 Penalty: 3006.482178
	Iteration 44Q: 3 clusters Score -1260307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1260312.125000 Penalty: 3006.482178
	Iteration 45Q: 3 clusters Score -1260312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1260315.125000 Penalty: 3006.482178
	Iteration 46Q: 3 clusters Score -1260315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1260317.625000 Penalty: 3006.482178
	Iteration 47Q: 3 clusters Score -1260318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1260318.125000 Penalty: 3006.482178
	Iteration 48Q: 3 clusters Score -1260318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1260320.000000 Penalty: 3006.482178
	Iteration 49Q: 3 clusters Score -1260320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1260319.625000 Penalty: 3006.482178
	Iteration 50Q: 3 clusters Score -1260320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1260320.875000 Penalty: 3006.482178
	Iteration 51Q: 3 clusters Score -1260321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1260322.000000 Penalty: 3006.482178
	Iteration 52Q: 3 clusters Score -1260322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1260324.125000 Penalty: 3006.482178
	Iteration 53Q: 3 clusters Score -1260324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1260324.375000 Penalty: 3006.482178
	Iteration 54Q: 3 clusters Score -1260324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1260323.750000 Penalty: 3006.482178
	Iteration 55Q: 3 clusters Score -1260324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1260323.750000 Penalty: 3006.482178
	Iteration 56F: 3 clusters Score -1260324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Entering Unmasked Estep 
Score: -3543038.250000 Penalty: 1660.817139
	Iteration 0F: 2 clusters Score -3543038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3524582.750000 Penalty: 3321.634277
	Iteration 0F: 3 clusters Score -3524583 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3531399.250000 Penalty: 3321.634277
	Iteration 1F: 3 clusters Score -3531399 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3531793.750000 Penalty: 3321.634277
	Iteration 2Q: 3 clusters Score -3531794 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3532309.250000 Penalty: 3321.634277
	Iteration 3Q: 3 clusters Score -3532309 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -3532845.500000 Penalty: 3321.634277
	Iteration 4Q: 3 clusters Score -3532846 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3533593.750000 Penalty: 3321.634277
	Iteration 5F: 3 clusters Score -3533594 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -3534578.000000 Penalty: 3321.634277
	Iteration 6F: 3 clusters Score -3534578 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3535856.750000 Penalty: 3321.634277
	Iteration 7F: 3 clusters Score -3535857 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -3537250.000000 Penalty: 3321.634277
	Iteration 8F: 3 clusters Score -3537250 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -3538640.750000 Penalty: 3321.634277
	Iteration 9F: 3 clusters Score -3538641 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3539702.750000 Penalty: 3321.634277
	Iteration 10Q: 3 clusters Score -3539703 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3540503.500000 Penalty: 3321.634277
	Iteration 11Q: 3 clusters Score -3540504 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -3540989.750000 Penalty: 3321.634277
	Iteration 12Q: 3 clusters Score -3540990 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -3541331.500000 Penalty: 3321.634277
	Iteration 13Q: 3 clusters Score -3541332 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -3541574.000000 Penalty: 3321.634277
	Iteration 14Q: 3 clusters Score -3541574 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3541747.000000 Penalty: 3321.634277
	Iteration 15Q: 3 clusters Score -3541747 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3541868.750000 Penalty: 3321.634277
	Iteration 16Q: 3 clusters Score -3541869 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -3541941.750000 Penalty: 3321.634277
	Iteration 17Q: 3 clusters Score -3541942 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3542003.750000 Penalty: 3321.634277
	Iteration 18Q: 3 clusters Score -3542004 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -3542040.750000 Penalty: 3321.634277
	Iteration 19Q: 3 clusters Score -3542041 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -3542063.250000 Penalty: 3321.634277
	Iteration 20F: 3 clusters Score -3542063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -3542073.250000 Penalty: 3321.634277
	Iteration 21Q: 3 clusters Score -3542073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3542081.000000 Penalty: 3321.634277
	Iteration 22Q: 3 clusters Score -3542081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3542091.250000 Penalty: 3321.634277
	Iteration 23Q: 3 clusters Score -3542091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3542090.250000 Penalty: 3321.634277
	Iteration 24Q: 3 clusters Score -3542090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3542098.750000 Penalty: 3321.634277
	Iteration 25Q: 3 clusters Score -3542099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -3542105.500000 Penalty: 3321.634277
	Iteration 26Q: 3 clusters Score -3542106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3542102.500000 Penalty: 3321.634277
	Iteration 27Q: 3 clusters Score -3542102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3542101.250000 Penalty: 3321.634277
	Iteration 28Q: 3 clusters Score -3542101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3542104.000000 Penalty: 3321.634277
	Iteration 29Q: 3 clusters Score -3542104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3542106.500000 Penalty: 3321.634277
	Iteration 30Q: 3 clusters Score -3542106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3542107.500000 Penalty: 3321.634277
	Iteration 31Q: 3 clusters Score -3542108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3542107.500000 Penalty: 3321.634277
	Iteration 32F: 3 clusters Score -3542108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Entering Unmasked Estep 
Score: -808340.250000 Penalty: 1424.766968
	Iteration 0F: 2 clusters Score -808340.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -803431.187500 Penalty: 2849.533936
	Iteration 0F: 3 clusters Score -803431.2 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -804771.250000 Penalty: 2849.533936
	Iteration 1F: 3 clusters Score -804771.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -804983.500000 Penalty: 2849.533936
	Iteration 2F: 3 clusters Score -804983.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -805212.875000 Penalty: 2849.533936
	Iteration 3F: 3 clusters Score -805212.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -805557.375000 Penalty: 2849.533936
	Iteration 4F: 3 clusters Score -805557.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -806021.375000 Penalty: 2849.533936
	Iteration 5F: 3 clusters Score -806021.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -806546.375000 Penalty: 2849.533936
	Iteration 6F: 3 clusters Score -806546.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -806989.875000 Penalty: 2849.533936
	Iteration 7F: 3 clusters Score -806989.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -807273.625000 Penalty: 2849.533936
	Iteration 8F: 3 clusters Score -807273.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -807423.750000 Penalty: 2849.533936
	Iteration 9Q: 3 clusters Score -807423.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -807506.375000 Penalty: 2849.533936
	Iteration 10Q: 3 clusters Score -807506.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -807561.937500 Penalty: 2849.533936
	Iteration 11Q: 3 clusters Score -807561.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -807591.500000 Penalty: 2849.533936
	Iteration 12Q: 3 clusters Score -807591.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -807610.187500 Penalty: 2849.533936
	Iteration 13Q: 3 clusters Score -807610.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -807627.937500 Penalty: 2849.533936
	Iteration 14Q: 3 clusters Score -807627.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -807641.375000 Penalty: 2849.533936
	Iteration 15Q: 3 clusters Score -807641.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -807651.000000 Penalty: 2849.533936
	Iteration 16Q: 3 clusters Score -807651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -807663.625000 Penalty: 2849.533936
	Iteration 17Q: 3 clusters Score -807663.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -807673.875000 Penalty: 2849.533936
	Iteration 18Q: 3 clusters Score -807673.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -807684.812500 Penalty: 2849.533936
	Iteration 19Q: 3 clusters Score -807684.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -807700.062500 Penalty: 2849.533936
	Iteration 20F: 3 clusters Score -807700.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -807706.437500 Penalty: 2849.533936
	Iteration 21Q: 3 clusters Score -807706.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -807713.937500 Penalty: 2849.533936
	Iteration 22Q: 3 clusters Score -807713.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -807725.125000 Penalty: 2849.533936
	Iteration 23Q: 3 clusters Score -807725.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -807731.187500 Penalty: 2849.533936
	Iteration 24Q: 3 clusters Score -807731.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -807734.125000 Penalty: 2849.533936
	Iteration 25Q: 3 clusters Score -807734.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -807740.000000 Penalty: 2849.533936
	Iteration 26Q: 3 clusters Score -807740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -807743.000000 Penalty: 2849.533936
	Iteration 27Q: 3 clusters Score -807743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -807749.750000 Penalty: 2849.533936
	Iteration 28Q: 3 clusters Score -807749.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -807754.500000 Penalty: 2849.533936
	Iteration 29Q: 3 clusters Score -807754.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -807758.125000 Penalty: 2849.533936
	Iteration 30Q: 3 clusters Score -807758.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -807758.812500 Penalty: 2849.533936
	Iteration 31Q: 3 clusters Score -807758.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -807762.187500 Penalty: 2849.533936
	Iteration 32Q: 3 clusters Score -807762.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -807762.875000 Penalty: 2849.533936
	Iteration 33Q: 3 clusters Score -807762.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -807764.750000 Penalty: 2849.533936
	Iteration 34Q: 3 clusters Score -807764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -807763.437500 Penalty: 2849.533936
	Iteration 35Q: 3 clusters Score -807763.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -807763.437500 Penalty: 2849.533936
	Iteration 36F: 3 clusters Score -807763.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Entering Unmasked Estep 
Score: -975587.625000 Penalty: 1454.651123
	Iteration 0F: 2 clusters Score -975587.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -969884.875000 Penalty: 2909.302246
	Iteration 0F: 3 clusters Score -969884.9 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -971685.000000 Penalty: 2909.302246
	Iteration 1F: 3 clusters Score -971685 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -972111.000000 Penalty: 2909.302246
	Iteration 2F: 3 clusters Score -972111 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -972605.250000 Penalty: 2909.302246
	Iteration 3F: 3 clusters Score -972605.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -973145.875000 Penalty: 2909.302246
	Iteration 4F: 3 clusters Score -973145.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -973626.375000 Penalty: 2909.302246
	Iteration 5F: 3 clusters Score -973626.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -973954.187500 Penalty: 2909.302246
	Iteration 6F: 3 clusters Score -973954.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -974178.000000 Penalty: 2909.302246
	Iteration 7F: 3 clusters Score -974178 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -974335.000000 Penalty: 2909.302246
	Iteration 8Q: 3 clusters Score -974335 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -974460.687500 Penalty: 2909.302246
	Iteration 9Q: 3 clusters Score -974460.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -974579.187500 Penalty: 2909.302246
	Iteration 10Q: 3 clusters Score -974579.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -974666.937500 Penalty: 2909.302246
	Iteration 11Q: 3 clusters Score -974666.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -974729.687500 Penalty: 2909.302246
	Iteration 12Q: 3 clusters Score -974729.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -974771.562500 Penalty: 2909.302246
	Iteration 13Q: 3 clusters Score -974771.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -974797.000000 Penalty: 2909.302246
	Iteration 14Q: 3 clusters Score -974797 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -974819.312500 Penalty: 2909.302246
	Iteration 15Q: 3 clusters Score -974819.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -974838.000000 Penalty: 2909.302246
	Iteration 16Q: 3 clusters Score -974838 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -974852.062500 Penalty: 2909.302246
	Iteration 17Q: 3 clusters Score -974852.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -974862.187500 Penalty: 2909.302246
	Iteration 18Q: 3 clusters Score -974862.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -974868.500000 Penalty: 2909.302246
	Iteration 19Q: 3 clusters Score -974868.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -974875.062500 Penalty: 2909.302246
	Iteration 20F: 3 clusters Score -974875.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -974877.750000 Penalty: 2909.302246
	Iteration 21Q: 3 clusters Score -974877.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -974878.875000 Penalty: 2909.302246
	Iteration 22Q: 3 clusters Score -974878.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -974882.625000 Penalty: 2909.302246
	Iteration 23Q: 3 clusters Score -974882.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -974885.000000 Penalty: 2909.302246
	Iteration 24Q: 3 clusters Score -974885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -974890.812500 Penalty: 2909.302246
	Iteration 25Q: 3 clusters Score -974890.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -974895.062500 Penalty: 2909.302246
	Iteration 26Q: 3 clusters Score -974895.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -974902.437500 Penalty: 2909.302246
	Iteration 27Q: 3 clusters Score -974902.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -974909.125000 Penalty: 2909.302246
	Iteration 28Q: 3 clusters Score -974909.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -974920.062500 Penalty: 2909.302246
	Iteration 29Q: 3 clusters Score -974920.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -974928.625000 Penalty: 2909.302246
	Iteration 30Q: 3 clusters Score -974928.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -974936.062500 Penalty: 2909.302246
	Iteration 31Q: 3 clusters Score -974936.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -974942.437500 Penalty: 2909.302246
	Iteration 32Q: 3 clusters Score -974942.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -974951.625000 Penalty: 2909.302246
	Iteration 33Q: 3 clusters Score -974951.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -974960.187500 Penalty: 2909.302246
	Iteration 34Q: 3 clusters Score -974960.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -974969.687500 Penalty: 2909.302246
	Iteration 35Q: 3 clusters Score -974969.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -974977.125000 Penalty: 2909.302246
	Iteration 36Q: 3 clusters Score -974977.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -974986.375000 Penalty: 2909.302246
	Iteration 37Q: 3 clusters Score -974986.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -974998.000000 Penalty: 2909.302246
	Iteration 38Q: 3 clusters Score -974998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -975003.750000 Penalty: 2909.302246
	Iteration 39Q: 3 clusters Score -975003.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -975016.000000 Penalty: 2909.302246
	Iteration 40F: 3 clusters Score -975016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -975026.125000 Penalty: 2909.302246
	Iteration 41Q: 3 clusters Score -975026.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -975033.687500 Penalty: 2909.302246
	Iteration 42Q: 3 clusters Score -975033.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -975040.562500 Penalty: 2909.302246
	Iteration 43Q: 3 clusters Score -975040.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -975045.187500 Penalty: 2909.302246
	Iteration 44Q: 3 clusters Score -975045.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -975050.812500 Penalty: 2909.302246
	Iteration 45Q: 3 clusters Score -975050.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -975054.875000 Penalty: 2909.302246
	Iteration 46Q: 3 clusters Score -975054.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -975058.437500 Penalty: 2909.302246
	Iteration 47Q: 3 clusters Score -975058.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -975060.312500 Penalty: 2909.302246
	Iteration 48Q: 3 clusters Score -975060.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -975062.125000 Penalty: 2909.302246
	Iteration 49Q: 3 clusters Score -975062.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -975069.437500 Penalty: 2909.302246
	Iteration 50Q: 3 clusters Score -975069.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -975072.187500 Penalty: 2909.302246
	Iteration 51Q: 3 clusters Score -975072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -975073.750000 Penalty: 2909.302246
	Iteration 52Q: 3 clusters Score -975073.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -975076.437500 Penalty: 2909.302246
	Iteration 53Q: 3 clusters Score -975076.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -975077.812500 Penalty: 2909.302246
	Iteration 54Q: 3 clusters Score -975077.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -975077.937500 Penalty: 2909.302246
	Iteration 55Q: 3 clusters Score -975077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -975080.000000 Penalty: 2909.302246
	Iteration 56Q: 3 clusters Score -975080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -975079.687500 Penalty: 2909.302246
	Iteration 57Q: 3 clusters Score -975079.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -975079.750000 Penalty: 2909.302246
	Iteration 58Q: 3 clusters Score -975079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -975079.125000 Penalty: 2909.302246
	Iteration 59Q: 3 clusters Score -975079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -975079.750000 Penalty: 2909.302246
	Iteration 60F: 3 clusters Score -975079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -975079.000000 Penalty: 2909.302246
	Iteration 61Q: 3 clusters Score -975079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -975079.812500 Penalty: 2909.302246
	Iteration 62Q: 3 clusters Score -975079.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -975079.812500 Penalty: 2909.302246
	Iteration 63F: 3 clusters Score -975079.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Entering Unmasked Estep 
Score: -1867216.250000 Penalty: 1560.716187
	Iteration 0F: 2 clusters Score -1867216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1856855.250000 Penalty: 3121.432373
	Iteration 0F: 3 clusters Score -1856855 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1860498.500000 Penalty: 3121.432373
	Iteration 1F: 3 clusters Score -1860498 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1860879.750000 Penalty: 3121.432373
	Iteration 2F: 3 clusters Score -1860880 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1861271.000000 Penalty: 3121.432373
	Iteration 3F: 3 clusters Score -1861271 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1861703.250000 Penalty: 3121.432373
	Iteration 4F: 3 clusters Score -1861703 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1862192.875000 Penalty: 3121.432373
	Iteration 5F: 3 clusters Score -1862193 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1862751.000000 Penalty: 3121.432373
	Iteration 6F: 3 clusters Score -1862751 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1863472.250000 Penalty: 3121.432373
	Iteration 7F: 3 clusters Score -1863472 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1864356.750000 Penalty: 3121.432373
	Iteration 8F: 3 clusters Score -1864357 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1865097.625000 Penalty: 3121.432373
	Iteration 9F: 3 clusters Score -1865098 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1865594.125000 Penalty: 3121.432373
	Iteration 10Q: 3 clusters Score -1865594 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1865882.000000 Penalty: 3121.432373
	Iteration 11Q: 3 clusters Score -1865882 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1866063.250000 Penalty: 3121.432373
	Iteration 12Q: 3 clusters Score -1866063 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1866185.625000 Penalty: 3121.432373
	Iteration 13Q: 3 clusters Score -1866186 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1866262.375000 Penalty: 3121.432373
	Iteration 14Q: 3 clusters Score -1866262 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1866301.125000 Penalty: 3121.432373
	Iteration 15Q: 3 clusters Score -1866301 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1866302.250000 Penalty: 3121.432373
	Iteration 16Q: 3 clusters Score -1866302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1866316.875000 Penalty: 3121.432373
	Iteration 17Q: 3 clusters Score -1866317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1866313.750000 Penalty: 3121.432373
	Iteration 18Q: 3 clusters Score -1866314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1866317.750000 Penalty: 3121.432373
	Iteration 19Q: 3 clusters Score -1866318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1866321.500000 Penalty: 3121.432373
	Iteration 20F: 3 clusters Score -1866322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1866321.500000 Penalty: 3121.432373
	Iteration 21Q: 3 clusters Score -1866322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1866321.625000 Penalty: 3121.432373
	Iteration 22Q: 3 clusters Score -1866322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1866325.625000 Penalty: 3121.432373
	Iteration 23Q: 3 clusters Score -1866326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1866321.875000 Penalty: 3121.432373
	Iteration 24Q: 3 clusters Score -1866322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1866324.625000 Penalty: 3121.432373
	Iteration 25Q: 3 clusters Score -1866325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1866329.500000 Penalty: 3121.432373
	Iteration 26Q: 3 clusters Score -1866330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1866333.625000 Penalty: 3121.432373
	Iteration 27Q: 3 clusters Score -1866334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1866331.625000 Penalty: 3121.432373
	Iteration 28Q: 3 clusters Score -1866332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1866335.000000 Penalty: 3121.432373
	Iteration 29Q: 3 clusters Score -1866335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1866334.125000 Penalty: 3121.432373
	Iteration 30Q: 3 clusters Score -1866334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1866333.250000 Penalty: 3121.432373
	Iteration 31Q: 3 clusters Score -1866333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1866331.625000 Penalty: 3121.432373
	Iteration 32Q: 3 clusters Score -1866332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1866333.125000 Penalty: 3121.432373
	Iteration 33Q: 3 clusters Score -1866333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1866333.125000 Penalty: 3121.432373
	Iteration 34F: 3 clusters Score -1866333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Entering Unmasked Estep 
Score: -411722.812500 Penalty: 1302.705322
	Iteration 0F: 2 clusters Score -411722.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -408930.062500 Penalty: 2605.410645
	Iteration 0F: 3 clusters Score -408930.1 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -409562.843750 Penalty: 2605.410645
	Iteration 1F: 3 clusters Score -409562.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -409704.125000 Penalty: 2605.410645
	Iteration 2F: 3 clusters Score -409704.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -409791.156250 Penalty: 2605.410645
	Iteration 3F: 3 clusters Score -409791.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -409841.468750 Penalty: 2605.410645
	Iteration 4Q: 3 clusters Score -409841.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -409882.250000 Penalty: 2605.410645
	Iteration 5Q: 3 clusters Score -409882.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -409901.750000 Penalty: 2605.410645
	Iteration 6Q: 3 clusters Score -409901.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -409918.250000 Penalty: 2605.410645
	Iteration 7Q: 3 clusters Score -409918.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -409930.250000 Penalty: 2605.410645
	Iteration 8Q: 3 clusters Score -409930.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -409940.250000 Penalty: 2605.410645
	Iteration 9Q: 3 clusters Score -409940.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -409950.281250 Penalty: 2605.410645
	Iteration 10Q: 3 clusters Score -409950.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -409961.812500 Penalty: 2605.410645
	Iteration 11Q: 3 clusters Score -409961.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -409975.625000 Penalty: 2605.410645
	Iteration 12Q: 3 clusters Score -409975.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -409984.437500 Penalty: 2605.410645
	Iteration 13Q: 3 clusters Score -409984.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -409994.406250 Penalty: 2605.410645
	Iteration 14Q: 3 clusters Score -409994.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -410002.187500 Penalty: 2605.410645
	Iteration 15Q: 3 clusters Score -410002.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -410009.750000 Penalty: 2605.410645
	Iteration 16Q: 3 clusters Score -410009.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -410014.625000 Penalty: 2605.410645
	Iteration 17Q: 3 clusters Score -410014.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -410018.968750 Penalty: 2605.410645
	Iteration 18Q: 3 clusters Score -410019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -410023.718750 Penalty: 2605.410645
	Iteration 19Q: 3 clusters Score -410023.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -410028.875000 Penalty: 2605.410645
	Iteration 20F: 3 clusters Score -410028.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -410034.031250 Penalty: 2605.410645
	Iteration 21Q: 3 clusters Score -410034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -410040.468750 Penalty: 2605.410645
	Iteration 22Q: 3 clusters Score -410040.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -410046.437500 Penalty: 2605.410645
	Iteration 23Q: 3 clusters Score -410046.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -410049.968750 Penalty: 2605.410645
	Iteration 24Q: 3 clusters Score -410050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -410054.875000 Penalty: 2605.410645
	Iteration 25Q: 3 clusters Score -410054.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -410059.843750 Penalty: 2605.410645
	Iteration 26Q: 3 clusters Score -410059.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -410063.093750 Penalty: 2605.410645
	Iteration 27Q: 3 clusters Score -410063.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -410067.531250 Penalty: 2605.410645
	Iteration 28Q: 3 clusters Score -410067.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -410072.562500 Penalty: 2605.410645
	Iteration 29Q: 3 clusters Score -410072.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -410078.781250 Penalty: 2605.410645
	Iteration 30Q: 3 clusters Score -410078.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -410084.187500 Penalty: 2605.410645
	Iteration 31Q: 3 clusters Score -410084.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -410089.312500 Penalty: 2605.410645
	Iteration 32Q: 3 clusters Score -410089.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -410094.562500 Penalty: 2605.410645
	Iteration 33Q: 3 clusters Score -410094.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -410098.937500 Penalty: 2605.410645
	Iteration 34Q: 3 clusters Score -410098.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -410099.843750 Penalty: 2605.410645
	Iteration 35Q: 3 clusters Score -410099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -410101.468750 Penalty: 2605.410645
	Iteration 36Q: 3 clusters Score -410101.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -410104.750000 Penalty: 2605.410645
	Iteration 37Q: 3 clusters Score -410104.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -410109.968750 Penalty: 2605.410645
	Iteration 38Q: 3 clusters Score -410110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -410115.562500 Penalty: 2605.410645
	Iteration 39Q: 3 clusters Score -410115.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -410122.000000 Penalty: 2605.410645
	Iteration 40F: 3 clusters Score -410122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -410126.312500 Penalty: 2605.410645
	Iteration 41Q: 3 clusters Score -410126.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -410129.500000 Penalty: 2605.410645
	Iteration 42Q: 3 clusters Score -410129.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -410132.593750 Penalty: 2605.410645
	Iteration 43Q: 3 clusters Score -410132.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -410137.593750 Penalty: 2605.410645
	Iteration 44Q: 3 clusters Score -410137.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -410144.312500 Penalty: 2605.410645
	Iteration 45Q: 3 clusters Score -410144.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -410150.593750 Penalty: 2605.410645
	Iteration 46Q: 3 clusters Score -410150.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -410152.250000 Penalty: 2605.410645
	Iteration 47Q: 3 clusters Score -410152.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -410156.812500 Penalty: 2605.410645
	Iteration 48Q: 3 clusters Score -410156.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -410165.406250 Penalty: 2605.410645
	Iteration 49Q: 3 clusters Score -410165.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -410180.125000 Penalty: 2605.410645
	Iteration 50Q: 3 clusters Score -410180.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -410197.125000 Penalty: 2605.410645
	Iteration 51Q: 3 clusters Score -410197.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -410216.218750 Penalty: 2605.410645
	Iteration 52Q: 3 clusters Score -410216.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -410233.843750 Penalty: 2605.410645
	Iteration 53Q: 3 clusters Score -410233.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -410250.875000 Penalty: 2605.410645
	Iteration 54Q: 3 clusters Score -410250.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -410273.781250 Penalty: 2605.410645
	Iteration 55Q: 3 clusters Score -410273.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -410297.531250 Penalty: 2605.410645
	Iteration 56Q: 3 clusters Score -410297.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -410322.031250 Penalty: 2605.410645
	Iteration 57Q: 3 clusters Score -410322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -410342.625000 Penalty: 2605.410645
	Iteration 58Q: 3 clusters Score -410342.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -410366.750000 Penalty: 2605.410645
	Iteration 59Q: 3 clusters Score -410366.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -410387.468750 Penalty: 2605.410645
	Iteration 60F: 3 clusters Score -410387.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -410411.281250 Penalty: 2605.410645
	Iteration 61Q: 3 clusters Score -410411.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -410429.062500 Penalty: 2605.410645
	Iteration 62Q: 3 clusters Score -410429.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -410443.031250 Penalty: 2605.410645
	Iteration 63Q: 3 clusters Score -410443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -410456.468750 Penalty: 2605.410645
	Iteration 64Q: 3 clusters Score -410456.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -410464.125000 Penalty: 2605.410645
	Iteration 65Q: 3 clusters Score -410464.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -410467.843750 Penalty: 2605.410645
	Iteration 66Q: 3 clusters Score -410467.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -410470.156250 Penalty: 2605.410645
	Iteration 67Q: 3 clusters Score -410470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -410471.500000 Penalty: 2605.410645
	Iteration 68Q: 3 clusters Score -410471.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -410473.343750 Penalty: 2605.410645
	Iteration 69Q: 3 clusters Score -410473.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -410475.468750 Penalty: 2605.410645
	Iteration 70Q: 3 clusters Score -410475.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -410478.218750 Penalty: 2605.410645
	Iteration 71Q: 3 clusters Score -410478.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -410479.937500 Penalty: 2605.410645
	Iteration 72Q: 3 clusters Score -410479.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -410481.625000 Penalty: 2605.410645
	Iteration 73Q: 3 clusters Score -410481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -410483.375000 Penalty: 2605.410645
	Iteration 74Q: 3 clusters Score -410483.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -410486.875000 Penalty: 2605.410645
	Iteration 75Q: 3 clusters Score -410486.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -410491.718750 Penalty: 2605.410645
	Iteration 76Q: 3 clusters Score -410491.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -410494.062500 Penalty: 2605.410645
	Iteration 77Q: 3 clusters Score -410494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -410496.781250 Penalty: 2605.410645
	Iteration 78Q: 3 clusters Score -410496.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -410503.875000 Penalty: 2605.410645
	Iteration 79Q: 3 clusters Score -410503.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -410508.781250 Penalty: 2605.410645
	Iteration 80F: 3 clusters Score -410508.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -410512.843750 Penalty: 2605.410645
	Iteration 81Q: 3 clusters Score -410512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -410517.468750 Penalty: 2605.410645
	Iteration 82Q: 3 clusters Score -410517.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -410519.968750 Penalty: 2605.410645
	Iteration 83Q: 3 clusters Score -410520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -410522.031250 Penalty: 2605.410645
	Iteration 84Q: 3 clusters Score -410522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -410523.531250 Penalty: 2605.410645
	Iteration 85Q: 3 clusters Score -410523.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -410523.531250 Penalty: 2605.410645
	Iteration 86F: 3 clusters Score -410523.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Entering Unmasked Estep 
Score: -689466.750000 Penalty: 1414.157837
	Iteration 0F: 2 clusters Score -689466.8 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 3001 members 
Entering Unmasked Estep 
Score: -684869.375000 Penalty: 2828.315674
	Iteration 0F: 3 clusters Score -684869.4 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -686428.062500 Penalty: 2828.315674
	Iteration 1F: 3 clusters Score -686428.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -686830.500000 Penalty: 2828.315674
	Iteration 2F: 3 clusters Score -686830.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -687140.250000 Penalty: 2828.315674
	Iteration 3F: 3 clusters Score -687140.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -687349.750000 Penalty: 2828.315674
	Iteration 4F: 3 clusters Score -687349.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -687518.312500 Penalty: 2828.315674
	Iteration 5Q: 3 clusters Score -687518.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -687647.750000 Penalty: 2828.315674
	Iteration 6Q: 3 clusters Score -687647.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -687769.500000 Penalty: 2828.315674
	Iteration 7Q: 3 clusters Score -687769.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -687897.312500 Penalty: 2828.315674
	Iteration 8Q: 3 clusters Score -687897.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -688019.312500 Penalty: 2828.315674
	Iteration 9Q: 3 clusters Score -688019.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -688101.500000 Penalty: 2828.315674
	Iteration 10Q: 3 clusters Score -688101.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -688167.875000 Penalty: 2828.315674
	Iteration 11Q: 3 clusters Score -688167.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -688220.750000 Penalty: 2828.315674
	Iteration 12Q: 3 clusters Score -688220.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -688260.812500 Penalty: 2828.315674
	Iteration 13Q: 3 clusters Score -688260.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -688290.125000 Penalty: 2828.315674
	Iteration 14Q: 3 clusters Score -688290.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -688310.000000 Penalty: 2828.315674
	Iteration 15Q: 3 clusters Score -688310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -688322.312500 Penalty: 2828.315674
	Iteration 16Q: 3 clusters Score -688322.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -688329.250000 Penalty: 2828.315674
	Iteration 17Q: 3 clusters Score -688329.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -688335.125000 Penalty: 2828.315674
	Iteration 18Q: 3 clusters Score -688335.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -688342.250000 Penalty: 2828.315674
	Iteration 19Q: 3 clusters Score -688342.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -688353.562500 Penalty: 2828.315674
	Iteration 20F: 3 clusters Score -688353.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -688366.187500 Penalty: 2828.315674
	Iteration 21Q: 3 clusters Score -688366.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -688374.187500 Penalty: 2828.315674
	Iteration 22Q: 3 clusters Score -688374.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -688380.125000 Penalty: 2828.315674
	Iteration 23Q: 3 clusters Score -688380.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -688386.125000 Penalty: 2828.315674
	Iteration 24Q: 3 clusters Score -688386.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -688389.500000 Penalty: 2828.315674
	Iteration 25Q: 3 clusters Score -688389.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -688393.750000 Penalty: 2828.315674
	Iteration 26Q: 3 clusters Score -688393.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -688395.000000 Penalty: 2828.315674
	Iteration 27Q: 3 clusters Score -688395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -688398.125000 Penalty: 2828.315674
	Iteration 28Q: 3 clusters Score -688398.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -688397.750000 Penalty: 2828.315674
	Iteration 29Q: 3 clusters Score -688397.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -688396.875000 Penalty: 2828.315674
	Iteration 30Q: 3 clusters Score -688396.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -688398.125000 Penalty: 2828.315674
	Iteration 31Q: 3 clusters Score -688398.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -688398.812500 Penalty: 2828.315674
	Iteration 32Q: 3 clusters Score -688398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -688398.687500 Penalty: 2828.315674
	Iteration 33Q: 3 clusters Score -688398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -688400.500000 Penalty: 2828.315674
	Iteration 34Q: 3 clusters Score -688400.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -688399.250000 Penalty: 2828.315674
	Iteration 35Q: 3 clusters Score -688399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -688399.375000 Penalty: 2828.315674
	Iteration 36Q: 3 clusters Score -688399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -688400.250000 Penalty: 2828.315674
	Iteration 37Q: 3 clusters Score -688400.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -688399.562500 Penalty: 2828.315674
	Iteration 38Q: 3 clusters Score -688399.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -688400.437500 Penalty: 2828.315674
	Iteration 39Q: 3 clusters Score -688400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -688400.437500 Penalty: 2828.315674
	Iteration 40F: 3 clusters Score -688400.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Entering Unmasked Estep 
Score: -6791822.500000 Penalty: 1769.602905
	Iteration 0F: 2 clusters Score -6791822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -6756076.000000 Penalty: 3539.205811
	Iteration 0F: 3 clusters Score -6756076 nChanged 25197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -6770067.000000 Penalty: 3539.205811
	Iteration 1F: 3 clusters Score -6770067 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -6770583.500000 Penalty: 3539.205811
	Iteration 2Q: 3 clusters Score -6770584 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -6771256.500000 Penalty: 3539.205811
	Iteration 3Q: 3 clusters Score -6771256 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -6772201.500000 Penalty: 3539.205811
	Iteration 4Q: 3 clusters Score -6772202 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -6773471.500000 Penalty: 3539.205811
	Iteration 5F: 3 clusters Score -6773472 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -6775039.000000 Penalty: 3539.205811
	Iteration 6F: 3 clusters Score -6775039 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -6777110.000000 Penalty: 3539.205811
	Iteration 7F: 3 clusters Score -6777110 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -6779222.500000 Penalty: 3539.205811
	Iteration 8F: 3 clusters Score -6779222 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -6781363.500000 Penalty: 3539.205811
	Iteration 9F: 3 clusters Score -6781364 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -6783423.500000 Penalty: 3539.205811
	Iteration 10Q: 3 clusters Score -6783424 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -6785086.000000 Penalty: 3539.205811
	Iteration 11Q: 3 clusters Score -6785086 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -6786253.500000 Penalty: 3539.205811
	Iteration 12Q: 3 clusters Score -6786254 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -6787119.500000 Penalty: 3539.205811
	Iteration 13Q: 3 clusters Score -6787120 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -6787748.500000 Penalty: 3539.205811
	Iteration 14Q: 3 clusters Score -6787748 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -6788247.500000 Penalty: 3539.205811
	Iteration 15Q: 3 clusters Score -6788248 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -6788698.000000 Penalty: 3539.205811
	Iteration 16Q: 3 clusters Score -6788698 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -6788984.500000 Penalty: 3539.205811
	Iteration 17Q: 3 clusters Score -6788984 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -6789216.500000 Penalty: 3539.205811
	Iteration 18Q: 3 clusters Score -6789216 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6789332.000000 Penalty: 3539.205811
	Iteration 19Q: 3 clusters Score -6789332 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -6789467.500000 Penalty: 3539.205811
	Iteration 20F: 3 clusters Score -6789468 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -6789587.500000 Penalty: 3539.205811
	Iteration 21Q: 3 clusters Score -6789588 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6789659.000000 Penalty: 3539.205811
	Iteration 22Q: 3 clusters Score -6789659 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -6789732.500000 Penalty: 3539.205811
	Iteration 23Q: 3 clusters Score -6789732 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6789766.000000 Penalty: 3539.205811
	Iteration 24Q: 3 clusters Score -6789766 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -6789810.000000 Penalty: 3539.205811
	Iteration 25Q: 3 clusters Score -6789810 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -6789843.500000 Penalty: 3539.205811
	Iteration 26Q: 3 clusters Score -6789844 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6789874.000000 Penalty: 3539.205811
	Iteration 27Q: 3 clusters Score -6789874 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -6789881.000000 Penalty: 3539.205811
	Iteration 28Q: 3 clusters Score -6789881 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -6789895.000000 Penalty: 3539.205811
	Iteration 29Q: 3 clusters Score -6789895 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6789923.000000 Penalty: 3539.205811
	Iteration 30Q: 3 clusters Score -6789923 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6789929.500000 Penalty: 3539.205811
	Iteration 31Q: 3 clusters Score -6789930 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6789945.000000 Penalty: 3539.205811
	Iteration 32Q: 3 clusters Score -6789945 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6789985.000000 Penalty: 3539.205811
	Iteration 33Q: 3 clusters Score -6789985 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6790007.000000 Penalty: 3539.205811
	Iteration 34Q: 3 clusters Score -6790007 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6790033.500000 Penalty: 3539.205811
	Iteration 35Q: 3 clusters Score -6790034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -6790050.000000 Penalty: 3539.205811
	Iteration 36Q: 3 clusters Score -6790050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6790044.000000 Penalty: 3539.205811
	Iteration 37Q: 3 clusters Score -6790044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6790060.000000 Penalty: 3539.205811
	Iteration 38Q: 3 clusters Score -6790060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6790066.000000 Penalty: 3539.205811
	Iteration 39Q: 3 clusters Score -6790066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6790099.000000 Penalty: 3539.205811
	Iteration 40F: 3 clusters Score -6790099 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6790114.000000 Penalty: 3539.205811
	Iteration 41Q: 3 clusters Score -6790114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6790125.000000 Penalty: 3539.205811
	Iteration 42Q: 3 clusters Score -6790125 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6790140.000000 Penalty: 3539.205811
	Iteration 43Q: 3 clusters Score -6790140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6790163.500000 Penalty: 3539.205811
	Iteration 44Q: 3 clusters Score -6790164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6790178.000000 Penalty: 3539.205811
	Iteration 45Q: 3 clusters Score -6790178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6790193.000000 Penalty: 3539.205811
	Iteration 46Q: 3 clusters Score -6790193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6790215.000000 Penalty: 3539.205811
	Iteration 47Q: 3 clusters Score -6790215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6790209.000000 Penalty: 3539.205811
	Iteration 48Q: 3 clusters Score -6790209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6790213.500000 Penalty: 3539.205811
	Iteration 49Q: 3 clusters Score -6790214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6790224.500000 Penalty: 3539.205811
	Iteration 50Q: 3 clusters Score -6790224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6790238.000000 Penalty: 3539.205811
	Iteration 51Q: 3 clusters Score -6790238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6790233.000000 Penalty: 3539.205811
	Iteration 52Q: 3 clusters Score -6790233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6790227.500000 Penalty: 3539.205811
	Iteration 53Q: 3 clusters Score -6790228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6790225.500000 Penalty: 3539.205811
	Iteration 54Q: 3 clusters Score -6790226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6790234.500000 Penalty: 3539.205811
	Iteration 55Q: 3 clusters Score -6790234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6790238.500000 Penalty: 3539.205811
	Iteration 56Q: 3 clusters Score -6790238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6790238.000000 Penalty: 3539.205811
	Iteration 57Q: 3 clusters Score -6790238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6790237.000000 Penalty: 3539.205811
	Iteration 58Q: 3 clusters Score -6790237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6790231.500000 Penalty: 3539.205811
	Iteration 59Q: 3 clusters Score -6790232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6790230.500000 Penalty: 3539.205811
	Iteration 60F: 3 clusters Score -6790230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6790237.500000 Penalty: 3539.205811
	Iteration 61Q: 3 clusters Score -6790238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6790232.500000 Penalty: 3539.205811
	Iteration 62Q: 3 clusters Score -6790232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6790236.000000 Penalty: 3539.205811
	Iteration 63Q: 3 clusters Score -6790236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6790240.000000 Penalty: 3539.205811
	Iteration 64Q: 3 clusters Score -6790240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6790244.000000 Penalty: 3539.205811
	Iteration 65Q: 3 clusters Score -6790244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6790249.500000 Penalty: 3539.205811
	Iteration 66Q: 3 clusters Score -6790250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6790249.000000 Penalty: 3539.205811
	Iteration 67Q: 3 clusters Score -6790249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6790247.500000 Penalty: 3539.205811
	Iteration 68Q: 3 clusters Score -6790248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6790255.000000 Penalty: 3539.205811
	Iteration 69Q: 3 clusters Score -6790255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6790252.000000 Penalty: 3539.205811
	Iteration 70Q: 3 clusters Score -6790252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6790248.500000 Penalty: 3539.205811
	Iteration 71Q: 3 clusters Score -6790248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6790252.500000 Penalty: 3539.205811
	Iteration 72Q: 3 clusters Score -6790252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6790263.000000 Penalty: 3539.205811
	Iteration 73Q: 3 clusters Score -6790263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6790263.000000 Penalty: 3539.205811
	Iteration 74Q: 3 clusters Score -6790263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6790260.500000 Penalty: 3539.205811
	Iteration 75Q: 3 clusters Score -6790260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6790259.000000 Penalty: 3539.205811
	Iteration 76Q: 3 clusters Score -6790259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6790256.500000 Penalty: 3539.205811
	Iteration 77Q: 3 clusters Score -6790256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6790259.000000 Penalty: 3539.205811
	Iteration 78Q: 3 clusters Score -6790259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6790260.000000 Penalty: 3539.205811
	Iteration 79Q: 3 clusters Score -6790260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6790278.500000 Penalty: 3539.205811
	Iteration 80F: 3 clusters Score -6790278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6790281.000000 Penalty: 3539.205811
	Iteration 81Q: 3 clusters Score -6790281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6790286.000000 Penalty: 3539.205811
	Iteration 82Q: 3 clusters Score -6790286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6790291.500000 Penalty: 3539.205811
	Iteration 83Q: 3 clusters Score -6790292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6790295.000000 Penalty: 3539.205811
	Iteration 84Q: 3 clusters Score -6790295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6790291.500000 Penalty: 3539.205811
	Iteration 85Q: 3 clusters Score -6790292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6790289.500000 Penalty: 3539.205811
	Iteration 86Q: 3 clusters Score -6790290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6790297.500000 Penalty: 3539.205811
	Iteration 87Q: 3 clusters Score -6790298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6790290.000000 Penalty: 3539.205811
	Iteration 88Q: 3 clusters Score -6790290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6790303.000000 Penalty: 3539.205811
	Iteration 89Q: 3 clusters Score -6790303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6790299.000000 Penalty: 3539.205811
	Iteration 90Q: 3 clusters Score -6790299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6790299.000000 Penalty: 3539.205811
	Iteration 91F: 3 clusters Score -6790299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -311911.375000 Penalty: 1277.342773
	Iteration 0F: 2 clusters Score -311911.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -309451.406250 Penalty: 2554.685547
	Iteration 0F: 3 clusters Score -309451.4 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -310064.750000 Penalty: 2554.685547
	Iteration 1F: 3 clusters Score -310064.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -310214.906250 Penalty: 2554.685547
	Iteration 2F: 3 clusters Score -310214.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -310311.500000 Penalty: 2554.685547
	Iteration 3F: 3 clusters Score -310311.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -310380.906250 Penalty: 2554.685547
	Iteration 4Q: 3 clusters Score -310380.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -310437.656250 Penalty: 2554.685547
	Iteration 5Q: 3 clusters Score -310437.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -310479.625000 Penalty: 2554.685547
	Iteration 6Q: 3 clusters Score -310479.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -310512.281250 Penalty: 2554.685547
	Iteration 7Q: 3 clusters Score -310512.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -310538.937500 Penalty: 2554.685547
	Iteration 8Q: 3 clusters Score -310538.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -310568.312500 Penalty: 2554.685547
	Iteration 9Q: 3 clusters Score -310568.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -310593.781250 Penalty: 2554.685547
	Iteration 10Q: 3 clusters Score -310593.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -310610.218750 Penalty: 2554.685547
	Iteration 11Q: 3 clusters Score -310610.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -310624.593750 Penalty: 2554.685547
	Iteration 12Q: 3 clusters Score -310624.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -310633.312500 Penalty: 2554.685547
	Iteration 13Q: 3 clusters Score -310633.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -310641.781250 Penalty: 2554.685547
	Iteration 14Q: 3 clusters Score -310641.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -310653.343750 Penalty: 2554.685547
	Iteration 15Q: 3 clusters Score -310653.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -310666.625000 Penalty: 2554.685547
	Iteration 16Q: 3 clusters Score -310666.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -310675.781250 Penalty: 2554.685547
	Iteration 17Q: 3 clusters Score -310675.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -310682.093750 Penalty: 2554.685547
	Iteration 18Q: 3 clusters Score -310682.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -310688.375000 Penalty: 2554.685547
	Iteration 19Q: 3 clusters Score -310688.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -310695.125000 Penalty: 2554.685547
	Iteration 20F: 3 clusters Score -310695.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -310702.468750 Penalty: 2554.685547
	Iteration 21Q: 3 clusters Score -310702.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -310714.468750 Penalty: 2554.685547
	Iteration 22Q: 3 clusters Score -310714.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -310725.437500 Penalty: 2554.685547
	Iteration 23Q: 3 clusters Score -310725.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -310738.406250 Penalty: 2554.685547
	Iteration 24Q: 3 clusters Score -310738.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -310754.500000 Penalty: 2554.685547
	Iteration 25Q: 3 clusters Score -310754.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -310770.375000 Penalty: 2554.685547
	Iteration 26Q: 3 clusters Score -310770.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -310782.562500 Penalty: 2554.685547
	Iteration 27Q: 3 clusters Score -310782.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -310795.468750 Penalty: 2554.685547
	Iteration 28Q: 3 clusters Score -310795.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -310807.593750 Penalty: 2554.685547
	Iteration 29Q: 3 clusters Score -310807.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -310825.812500 Penalty: 2554.685547
	Iteration 30Q: 3 clusters Score -310825.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -310846.531250 Penalty: 2554.685547
	Iteration 31Q: 3 clusters Score -310846.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -310857.281250 Penalty: 2554.685547
	Iteration 32Q: 3 clusters Score -310857.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -310867.125000 Penalty: 2554.685547
	Iteration 33Q: 3 clusters Score -310867.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -310873.375000 Penalty: 2554.685547
	Iteration 34Q: 3 clusters Score -310873.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -310878.937500 Penalty: 2554.685547
	Iteration 35Q: 3 clusters Score -310878.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -310885.093750 Penalty: 2554.685547
	Iteration 36Q: 3 clusters Score -310885.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -310892.437500 Penalty: 2554.685547
	Iteration 37Q: 3 clusters Score -310892.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -310898.843750 Penalty: 2554.685547
	Iteration 38Q: 3 clusters Score -310898.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -310902.250000 Penalty: 2554.685547
	Iteration 39Q: 3 clusters Score -310902.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -310905.156250 Penalty: 2554.685547
	Iteration 40F: 3 clusters Score -310905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -310907.593750 Penalty: 2554.685547
	Iteration 41Q: 3 clusters Score -310907.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -310911.281250 Penalty: 2554.685547
	Iteration 42Q: 3 clusters Score -310911.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -310916.531250 Penalty: 2554.685547
	Iteration 43Q: 3 clusters Score -310916.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -310925.156250 Penalty: 2554.685547
	Iteration 44Q: 3 clusters Score -310925.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -310933.968750 Penalty: 2554.685547
	Iteration 45Q: 3 clusters Score -310934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -310940.750000 Penalty: 2554.685547
	Iteration 46Q: 3 clusters Score -310940.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -310943.250000 Penalty: 2554.685547
	Iteration 47Q: 3 clusters Score -310943.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -310944.875000 Penalty: 2554.685547
	Iteration 48Q: 3 clusters Score -310944.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -310946.843750 Penalty: 2554.685547
	Iteration 49Q: 3 clusters Score -310946.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -310950.406250 Penalty: 2554.685547
	Iteration 50Q: 3 clusters Score -310950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -310951.500000 Penalty: 2554.685547
	Iteration 51Q: 3 clusters Score -310951.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -310953.062500 Penalty: 2554.685547
	Iteration 52Q: 3 clusters Score -310953.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -310953.812500 Penalty: 2554.685547
	Iteration 53Q: 3 clusters Score -310953.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -310955.437500 Penalty: 2554.685547
	Iteration 54Q: 3 clusters Score -310955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -310959.187500 Penalty: 2554.685547
	Iteration 55Q: 3 clusters Score -310959.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -310962.531250 Penalty: 2554.685547
	Iteration 56Q: 3 clusters Score -310962.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -310964.656250 Penalty: 2554.685547
	Iteration 57Q: 3 clusters Score -310964.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -310966.281250 Penalty: 2554.685547
	Iteration 58Q: 3 clusters Score -310966.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -310969.281250 Penalty: 2554.685547
	Iteration 59Q: 3 clusters Score -310969.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -310970.125000 Penalty: 2554.685547
	Iteration 60F: 3 clusters Score -310970.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -310972.343750 Penalty: 2554.685547
	Iteration 61Q: 3 clusters Score -310972.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -310976.156250 Penalty: 2554.685547
	Iteration 62Q: 3 clusters Score -310976.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -310978.812500 Penalty: 2554.685547
	Iteration 63Q: 3 clusters Score -310978.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -310983.125000 Penalty: 2554.685547
	Iteration 64Q: 3 clusters Score -310983.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -310984.375000 Penalty: 2554.685547
	Iteration 65Q: 3 clusters Score -310984.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -310986.062500 Penalty: 2554.685547
	Iteration 66Q: 3 clusters Score -310986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -310987.375000 Penalty: 2554.685547
	Iteration 67Q: 3 clusters Score -310987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -310988.468750 Penalty: 2554.685547
	Iteration 68Q: 3 clusters Score -310988.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -310990.437500 Penalty: 2554.685547
	Iteration 69Q: 3 clusters Score -310990.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -310993.281250 Penalty: 2554.685547
	Iteration 70Q: 3 clusters Score -310993.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -310995.343750 Penalty: 2554.685547
	Iteration 71Q: 3 clusters Score -310995.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -310996.656250 Penalty: 2554.685547
	Iteration 72Q: 3 clusters Score -310996.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -310996.562500 Penalty: 2554.685547
	Iteration 73Q: 3 clusters Score -310996.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -310996.562500 Penalty: 2554.685547
	Iteration 74F: 3 clusters Score -310996.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -24165.902344 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -24165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23401.183594 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -23401.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23494.332031 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -23494.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23534.515625 Penalty: 1765.959717
	Iteration 2Q: 3 clusters Score -23534.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23553.095703 Penalty: 1765.959717
	Iteration 3Q: 3 clusters Score -23553.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23571.105469 Penalty: 1765.959717
	Iteration 4Q: 3 clusters Score -23571.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23591.761719 Penalty: 1765.959717
	Iteration 5Q: 3 clusters Score -23591.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23603.494141 Penalty: 1765.959717
	Iteration 6Q: 3 clusters Score -23603.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23605.236328 Penalty: 1765.959717
	Iteration 7Q: 3 clusters Score -23605.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23605.236328 Penalty: 1765.959717
	Iteration 8F: 3 clusters Score -23605.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Entering Unmasked Estep 
Score: -446541.000000 Penalty: 1354.585449
	Iteration 0F: 2 clusters Score -446541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -443097.906250 Penalty: 2709.170898
	Iteration 0F: 3 clusters Score -443097.9 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -444098.875000 Penalty: 2709.170898
	Iteration 1F: 3 clusters Score -444098.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -444443.156250 Penalty: 2709.170898
	Iteration 2F: 3 clusters Score -444443.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -444841.781250 Penalty: 2709.170898
	Iteration 3F: 3 clusters Score -444841.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -445216.500000 Penalty: 2709.170898
	Iteration 4F: 3 clusters Score -445216.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -445511.062500 Penalty: 2709.170898
	Iteration 5F: 3 clusters Score -445511.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -445746.625000 Penalty: 2709.170898
	Iteration 6F: 3 clusters Score -445746.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -445940.093750 Penalty: 2709.170898
	Iteration 7F: 3 clusters Score -445940.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -446058.000000 Penalty: 2709.170898
	Iteration 8Q: 3 clusters Score -446058 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -446147.625000 Penalty: 2709.170898
	Iteration 9Q: 3 clusters Score -446147.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -446190.843750 Penalty: 2709.170898
	Iteration 10Q: 3 clusters Score -446190.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -446212.718750 Penalty: 2709.170898
	Iteration 11Q: 3 clusters Score -446212.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -446229.406250 Penalty: 2709.170898
	Iteration 12Q: 3 clusters Score -446229.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -446242.281250 Penalty: 2709.170898
	Iteration 13Q: 3 clusters Score -446242.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -446249.812500 Penalty: 2709.170898
	Iteration 14Q: 3 clusters Score -446249.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -446258.593750 Penalty: 2709.170898
	Iteration 15Q: 3 clusters Score -446258.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -446266.125000 Penalty: 2709.170898
	Iteration 16Q: 3 clusters Score -446266.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -446274.375000 Penalty: 2709.170898
	Iteration 17Q: 3 clusters Score -446274.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -446279.500000 Penalty: 2709.170898
	Iteration 18Q: 3 clusters Score -446279.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -446282.687500 Penalty: 2709.170898
	Iteration 19Q: 3 clusters Score -446282.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -446284.687500 Penalty: 2709.170898
	Iteration 20F: 3 clusters Score -446284.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -446285.687500 Penalty: 2709.170898
	Iteration 21Q: 3 clusters Score -446285.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -446287.812500 Penalty: 2709.170898
	Iteration 22Q: 3 clusters Score -446287.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -446288.781250 Penalty: 2709.170898
	Iteration 23Q: 3 clusters Score -446288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -446289.250000 Penalty: 2709.170898
	Iteration 24Q: 3 clusters Score -446289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -446290.781250 Penalty: 2709.170898
	Iteration 25Q: 3 clusters Score -446290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -446290.500000 Penalty: 2709.170898
	Iteration 26Q: 3 clusters Score -446290.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -446290.937500 Penalty: 2709.170898
	Iteration 27Q: 3 clusters Score -446290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -446290.906250 Penalty: 2709.170898
	Iteration 28Q: 3 clusters Score -446290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -446290.156250 Penalty: 2709.170898
	Iteration 29Q: 3 clusters Score -446290.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -446290.156250 Penalty: 2709.170898
	Iteration 30F: 3 clusters Score -446290.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Entering Unmasked Estep 
Score: -539136.750000 Penalty: 1371.901367
	Iteration 0F: 2 clusters Score -539136.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -535353.187500 Penalty: 2743.802734
	Iteration 0F: 3 clusters Score -535353.2 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -536474.312500 Penalty: 2743.802734
	Iteration 1F: 3 clusters Score -536474.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -536681.500000 Penalty: 2743.802734
	Iteration 2F: 3 clusters Score -536681.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -536835.875000 Penalty: 2743.802734
	Iteration 3F: 3 clusters Score -536835.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -536965.062500 Penalty: 2743.802734
	Iteration 4Q: 3 clusters Score -536965.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -537075.000000 Penalty: 2743.802734
	Iteration 5Q: 3 clusters Score -537075 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -537177.750000 Penalty: 2743.802734
	Iteration 6Q: 3 clusters Score -537177.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -537268.062500 Penalty: 2743.802734
	Iteration 7Q: 3 clusters Score -537268.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -537360.062500 Penalty: 2743.802734
	Iteration 8Q: 3 clusters Score -537360.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -537462.937500 Penalty: 2743.802734
	Iteration 9Q: 3 clusters Score -537462.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -537560.375000 Penalty: 2743.802734
	Iteration 10Q: 3 clusters Score -537560.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -537644.437500 Penalty: 2743.802734
	Iteration 11Q: 3 clusters Score -537644.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -537724.437500 Penalty: 2743.802734
	Iteration 12Q: 3 clusters Score -537724.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -537793.000000 Penalty: 2743.802734
	Iteration 13Q: 3 clusters Score -537793 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -537844.000000 Penalty: 2743.802734
	Iteration 14Q: 3 clusters Score -537844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -537876.187500 Penalty: 2743.802734
	Iteration 15Q: 3 clusters Score -537876.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -537893.187500 Penalty: 2743.802734
	Iteration 16Q: 3 clusters Score -537893.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -537900.312500 Penalty: 2743.802734
	Iteration 17Q: 3 clusters Score -537900.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -537910.437500 Penalty: 2743.802734
	Iteration 18Q: 3 clusters Score -537910.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -537916.062500 Penalty: 2743.802734
	Iteration 19Q: 3 clusters Score -537916.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -537923.875000 Penalty: 2743.802734
	Iteration 20F: 3 clusters Score -537923.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -537928.562500 Penalty: 2743.802734
	Iteration 21Q: 3 clusters Score -537928.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -537934.562500 Penalty: 2743.802734
	Iteration 22Q: 3 clusters Score -537934.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -537936.812500 Penalty: 2743.802734
	Iteration 23Q: 3 clusters Score -537936.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -537940.937500 Penalty: 2743.802734
	Iteration 24Q: 3 clusters Score -537940.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -537944.000000 Penalty: 2743.802734
	Iteration 25Q: 3 clusters Score -537944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -537944.687500 Penalty: 2743.802734
	Iteration 26Q: 3 clusters Score -537944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -537946.375000 Penalty: 2743.802734
	Iteration 27Q: 3 clusters Score -537946.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -537947.750000 Penalty: 2743.802734
	Iteration 28Q: 3 clusters Score -537947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -537948.875000 Penalty: 2743.802734
	Iteration 29Q: 3 clusters Score -537948.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -537950.250000 Penalty: 2743.802734
	Iteration 30Q: 3 clusters Score -537950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -537949.812500 Penalty: 2743.802734
	Iteration 31Q: 3 clusters Score -537949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -537950.562500 Penalty: 2743.802734
	Iteration 32Q: 3 clusters Score -537950.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -537950.812500 Penalty: 2743.802734
	Iteration 33Q: 3 clusters Score -537950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -537953.125000 Penalty: 2743.802734
	Iteration 34Q: 3 clusters Score -537953.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -537953.250000 Penalty: 2743.802734
	Iteration 35Q: 3 clusters Score -537953.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -537953.250000 Penalty: 2743.802734
	Iteration 36F: 3 clusters Score -537953.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (36550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Entering Unmasked Estep 
Score: -4629400.500000 Penalty: 1707.295898
	Iteration 0F: 2 clusters Score -4629400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4604867.000000 Penalty: 3414.591797
	Iteration 0F: 3 clusters Score -4604867 nChanged 17005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -4614298.500000 Penalty: 3414.591797
	Iteration 1F: 3 clusters Score -4614298 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4614850.000000 Penalty: 3414.591797
	Iteration 2Q: 3 clusters Score -4614850 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -4615327.000000 Penalty: 3414.591797
	Iteration 3Q: 3 clusters Score -4615327 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4615890.500000 Penalty: 3414.591797
	Iteration 4Q: 3 clusters Score -4615890 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -4616479.000000 Penalty: 3414.591797
	Iteration 5Q: 3 clusters Score -4616479 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -4617176.000000 Penalty: 3414.591797
	Iteration 6Q: 3 clusters Score -4617176 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -4617984.000000 Penalty: 3414.591797
	Iteration 7Q: 3 clusters Score -4617984 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -4618881.000000 Penalty: 3414.591797
	Iteration 8Q: 3 clusters Score -4618881 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -4619908.000000 Penalty: 3414.591797
	Iteration 9Q: 3 clusters Score -4619908 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -4621032.000000 Penalty: 3414.591797
	Iteration 10Q: 3 clusters Score -4621032 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -4622271.500000 Penalty: 3414.591797
	Iteration 11F: 3 clusters Score -4622272 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -4623514.000000 Penalty: 3414.591797
	Iteration 12F: 3 clusters Score -4623514 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -4624731.000000 Penalty: 3414.591797
	Iteration 13Q: 3 clusters Score -4624731 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4625809.500000 Penalty: 3414.591797
	Iteration 14Q: 3 clusters Score -4625810 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4626588.500000 Penalty: 3414.591797
	Iteration 15Q: 3 clusters Score -4626588 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -4627075.000000 Penalty: 3414.591797
	Iteration 16Q: 3 clusters Score -4627075 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -4627336.000000 Penalty: 3414.591797
	Iteration 17Q: 3 clusters Score -4627336 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -4627494.000000 Penalty: 3414.591797
	Iteration 18Q: 3 clusters Score -4627494 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -4627619.000000 Penalty: 3414.591797
	Iteration 19Q: 3 clusters Score -4627619 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -4627703.500000 Penalty: 3414.591797
	Iteration 20F: 3 clusters Score -4627704 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -4627770.000000 Penalty: 3414.591797
	Iteration 21Q: 3 clusters Score -4627770 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -4627814.000000 Penalty: 3414.591797
	Iteration 22Q: 3 clusters Score -4627814 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -4627859.000000 Penalty: 3414.591797
	Iteration 23Q: 3 clusters Score -4627859 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -4627874.000000 Penalty: 3414.591797
	Iteration 24Q: 3 clusters Score -4627874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -4627886.000000 Penalty: 3414.591797
	Iteration 25Q: 3 clusters Score -4627886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -4627917.000000 Penalty: 3414.591797
	Iteration 26Q: 3 clusters Score -4627917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -4627932.000000 Penalty: 3414.591797
	Iteration 27Q: 3 clusters Score -4627932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -4627946.500000 Penalty: 3414.591797
	Iteration 28Q: 3 clusters Score -4627946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -4627960.500000 Penalty: 3414.591797
	Iteration 29Q: 3 clusters Score -4627960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4627974.000000 Penalty: 3414.591797
	Iteration 30Q: 3 clusters Score -4627974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -4627986.000000 Penalty: 3414.591797
	Iteration 31Q: 3 clusters Score -4627986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4627997.000000 Penalty: 3414.591797
	Iteration 32Q: 3 clusters Score -4627997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -4628005.000000 Penalty: 3414.591797
	Iteration 33Q: 3 clusters Score -4628005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -4628009.500000 Penalty: 3414.591797
	Iteration 34Q: 3 clusters Score -4628010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -4628013.500000 Penalty: 3414.591797
	Iteration 35Q: 3 clusters Score -4628014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -4628020.500000 Penalty: 3414.591797
	Iteration 36Q: 3 clusters Score -4628020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -4628018.500000 Penalty: 3414.591797
	Iteration 37Q: 3 clusters Score -4628018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -4628021.500000 Penalty: 3414.591797
	Iteration 38Q: 3 clusters Score -4628022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -4628029.000000 Penalty: 3414.591797
	Iteration 39Q: 3 clusters Score -4628029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -4628030.500000 Penalty: 3414.591797
	Iteration 40F: 3 clusters Score -4628030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -4628037.000000 Penalty: 3414.591797
	Iteration 41Q: 3 clusters Score -4628037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -4628036.500000 Penalty: 3414.591797
	Iteration 42Q: 3 clusters Score -4628036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -4628038.000000 Penalty: 3414.591797
	Iteration 43Q: 3 clusters Score -4628038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4628043.500000 Penalty: 3414.591797
	Iteration 44Q: 3 clusters Score -4628044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4628039.000000 Penalty: 3414.591797
	Iteration 45Q: 3 clusters Score -4628039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4628039.000000 Penalty: 3414.591797
	Iteration 46F: 3 clusters Score -4628039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Entering Unmasked Estep 
Score: -675697.062500 Penalty: 1394.703857
	Iteration 0F: 2 clusters Score -675697.1 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 2716 members 
Entering Unmasked Estep 
Score: -671523.312500 Penalty: 2789.407715
	Iteration 0F: 3 clusters Score -671523.3 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -672860.187500 Penalty: 2789.407715
	Iteration 1F: 3 clusters Score -672860.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -673200.875000 Penalty: 2789.407715
	Iteration 2F: 3 clusters Score -673200.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -673462.937500 Penalty: 2789.407715
	Iteration 3F: 3 clusters Score -673462.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -673648.250000 Penalty: 2789.407715
	Iteration 4F: 3 clusters Score -673648.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -673812.000000 Penalty: 2789.407715
	Iteration 5Q: 3 clusters Score -673812 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -673943.937500 Penalty: 2789.407715
	Iteration 6Q: 3 clusters Score -673943.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -674081.062500 Penalty: 2789.407715
	Iteration 7Q: 3 clusters Score -674081.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -674214.750000 Penalty: 2789.407715
	Iteration 8Q: 3 clusters Score -674214.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -674343.937500 Penalty: 2789.407715
	Iteration 9Q: 3 clusters Score -674343.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -674433.000000 Penalty: 2789.407715
	Iteration 10Q: 3 clusters Score -674433 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -674501.187500 Penalty: 2789.407715
	Iteration 11Q: 3 clusters Score -674501.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -674540.437500 Penalty: 2789.407715
	Iteration 12Q: 3 clusters Score -674540.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -674570.500000 Penalty: 2789.407715
	Iteration 13Q: 3 clusters Score -674570.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -674584.937500 Penalty: 2789.407715
	Iteration 14Q: 3 clusters Score -674584.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -674599.187500 Penalty: 2789.407715
	Iteration 15Q: 3 clusters Score -674599.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -674608.437500 Penalty: 2789.407715
	Iteration 16Q: 3 clusters Score -674608.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -674612.062500 Penalty: 2789.407715
	Iteration 17Q: 3 clusters Score -674612.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -674614.875000 Penalty: 2789.407715
	Iteration 18Q: 3 clusters Score -674614.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -674618.500000 Penalty: 2789.407715
	Iteration 19Q: 3 clusters Score -674618.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -674621.062500 Penalty: 2789.407715
	Iteration 20F: 3 clusters Score -674621.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -674623.000000 Penalty: 2789.407715
	Iteration 21Q: 3 clusters Score -674623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -674622.375000 Penalty: 2789.407715
	Iteration 22Q: 3 clusters Score -674622.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -674622.375000 Penalty: 2789.407715
	Iteration 23Q: 3 clusters Score -674622.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -674621.625000 Penalty: 2789.407715
	Iteration 24Q: 3 clusters Score -674621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -674622.312500 Penalty: 2789.407715
	Iteration 25Q: 3 clusters Score -674622.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -674622.312500 Penalty: 2789.407715
	Iteration 26F: 3 clusters Score -674622.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (121415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121415 members 
Entering Unmasked Estep 
Score: -15538219.000000 Penalty: 1902.382446
	Iteration 0F: 2 clusters Score -1.553822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -15459221.000000 Penalty: 3804.764893
	Iteration 0F: 3 clusters Score -1.545922e+07 nChanged 58054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 59325 members 
Entering Unmasked Estep 
Score: -15493656.000000 Penalty: 3804.764893
	Iteration 1F: 3 clusters Score -1.549366e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -15494912.000000 Penalty: 3804.764893
	Iteration 2Q: 3 clusters Score -1.549491e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -15496345.000000 Penalty: 3804.764893
	Iteration 3Q: 3 clusters Score -1.549634e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -15498506.000000 Penalty: 3804.764893
	Iteration 4Q: 3 clusters Score -1.549851e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -15501290.000000 Penalty: 3804.764893
	Iteration 5F: 3 clusters Score -1.550129e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -15505240.000000 Penalty: 3804.764893
	Iteration 6F: 3 clusters Score -1.550524e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -15510256.000000 Penalty: 3804.764893
	Iteration 7F: 3 clusters Score -1.551026e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78055 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -15515162.000000 Penalty: 3804.764893
	Iteration 8F: 3 clusters Score -1.551516e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -15518364.000000 Penalty: 3804.764893
	Iteration 9Q: 3 clusters Score -1.551836e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80721 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -15519722.000000 Penalty: 3804.764893
	Iteration 10Q: 3 clusters Score -1.551972e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -15520240.000000 Penalty: 3804.764893
	Iteration 11Q: 3 clusters Score -1.552024e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82794 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -15520582.000000 Penalty: 3804.764893
	Iteration 12Q: 3 clusters Score -1.552058e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -15520875.000000 Penalty: 3804.764893
	Iteration 13Q: 3 clusters Score -1.552088e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84785 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -15521194.000000 Penalty: 3804.764893
	Iteration 14Q: 3 clusters Score -1.552119e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85754 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -15521562.000000 Penalty: 3804.764893
	Iteration 15Q: 3 clusters Score -1.552156e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -15522013.000000 Penalty: 3804.764893
	Iteration 16Q: 3 clusters Score -1.552201e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87605 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -15522462.000000 Penalty: 3804.764893
	Iteration 17Q: 3 clusters Score -1.552246e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -15522967.000000 Penalty: 3804.764893
	Iteration 18Q: 3 clusters Score -1.552297e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89317 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -15523356.000000 Penalty: 3804.764893
	Iteration 19Q: 3 clusters Score -1.552336e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -15523810.000000 Penalty: 3804.764893
	Iteration 20F: 3 clusters Score -1.552381e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -15524272.000000 Penalty: 3804.764893
	Iteration 21Q: 3 clusters Score -1.552427e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91752 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -15524768.000000 Penalty: 3804.764893
	Iteration 22Q: 3 clusters Score -1.552477e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92467 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -15525342.000000 Penalty: 3804.764893
	Iteration 23Q: 3 clusters Score -1.552534e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93134 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -15525923.000000 Penalty: 3804.764893
	Iteration 24Q: 3 clusters Score -1.552592e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -15526439.000000 Penalty: 3804.764893
	Iteration 25Q: 3 clusters Score -1.552644e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -15527083.000000 Penalty: 3804.764893
	Iteration 26Q: 3 clusters Score -1.552708e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94848 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -15527697.000000 Penalty: 3804.764893
	Iteration 27Q: 3 clusters Score -1.55277e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -15528119.000000 Penalty: 3804.764893
	Iteration 28Q: 3 clusters Score -1.552812e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95610 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -15528706.000000 Penalty: 3804.764893
	Iteration 29Q: 3 clusters Score -1.552871e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -15529139.000000 Penalty: 3804.764893
	Iteration 30Q: 3 clusters Score -1.552914e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -15529537.000000 Penalty: 3804.764893
	Iteration 31Q: 3 clusters Score -1.552954e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96475 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -15529788.000000 Penalty: 3804.764893
	Iteration 32Q: 3 clusters Score -1.552979e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96756 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -15530109.000000 Penalty: 3804.764893
	Iteration 33Q: 3 clusters Score -1.553011e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97036 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -15530305.000000 Penalty: 3804.764893
	Iteration 34Q: 3 clusters Score -1.55303e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97336 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -15530562.000000 Penalty: 3804.764893
	Iteration 35Q: 3 clusters Score -1.553056e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97579 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -15530777.000000 Penalty: 3804.764893
	Iteration 36Q: 3 clusters Score -1.553078e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -15530905.000000 Penalty: 3804.764893
	Iteration 37Q: 3 clusters Score -1.55309e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98086 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -15531037.000000 Penalty: 3804.764893
	Iteration 38Q: 3 clusters Score -1.553104e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98394 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -15531230.000000 Penalty: 3804.764893
	Iteration 39Q: 3 clusters Score -1.553123e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -15531393.000000 Penalty: 3804.764893
	Iteration 40F: 3 clusters Score -1.553139e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99007 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -15531537.000000 Penalty: 3804.764893
	Iteration 41Q: 3 clusters Score -1.553154e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -15531596.000000 Penalty: 3804.764893
	Iteration 42Q: 3 clusters Score -1.55316e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99610 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -15531667.000000 Penalty: 3804.764893
	Iteration 43Q: 3 clusters Score -1.553167e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99909 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -15531698.000000 Penalty: 3804.764893
	Iteration 44Q: 3 clusters Score -1.55317e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100198 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -15531762.000000 Penalty: 3804.764893
	Iteration 45Q: 3 clusters Score -1.553176e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100507 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -15531848.000000 Penalty: 3804.764893
	Iteration 46Q: 3 clusters Score -1.553185e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100802 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -15531946.000000 Penalty: 3804.764893
	Iteration 47Q: 3 clusters Score -1.553195e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101079 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -15531958.000000 Penalty: 3804.764893
	Iteration 48Q: 3 clusters Score -1.553196e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101354 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -15531988.000000 Penalty: 3804.764893
	Iteration 49Q: 3 clusters Score -1.553199e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101676 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -15532058.000000 Penalty: 3804.764893
	Iteration 50Q: 3 clusters Score -1.553206e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -15532095.000000 Penalty: 3804.764893
	Iteration 51Q: 3 clusters Score -1.55321e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102327 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -15532077.000000 Penalty: 3804.764893
	Iteration 52Q: 3 clusters Score -1.553208e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102647 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -15532162.000000 Penalty: 3804.764893
	Iteration 53Q: 3 clusters Score -1.553216e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102964 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -15532202.000000 Penalty: 3804.764893
	Iteration 54Q: 3 clusters Score -1.55322e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -15532221.000000 Penalty: 3804.764893
	Iteration 55Q: 3 clusters Score -1.553222e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103602 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -15532210.000000 Penalty: 3804.764893
	Iteration 56Q: 3 clusters Score -1.553221e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103949 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -15532273.000000 Penalty: 3804.764893
	Iteration 57Q: 3 clusters Score -1.553227e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104267 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -15532325.000000 Penalty: 3804.764893
	Iteration 58Q: 3 clusters Score -1.553232e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104582 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -15532343.000000 Penalty: 3804.764893
	Iteration 59Q: 3 clusters Score -1.553234e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104884 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -15532390.000000 Penalty: 3804.764893
	Iteration 60F: 3 clusters Score -1.553239e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105215 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -15532471.000000 Penalty: 3804.764893
	Iteration 61Q: 3 clusters Score -1.553247e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105535 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -15532534.000000 Penalty: 3804.764893
	Iteration 62Q: 3 clusters Score -1.553253e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105845 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -15532578.000000 Penalty: 3804.764893
	Iteration 63Q: 3 clusters Score -1.553258e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106154 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -15532591.000000 Penalty: 3804.764893
	Iteration 64Q: 3 clusters Score -1.553259e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106447 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -15532605.000000 Penalty: 3804.764893
	Iteration 65Q: 3 clusters Score -1.55326e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106748 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -15532631.000000 Penalty: 3804.764893
	Iteration 66Q: 3 clusters Score -1.553263e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107031 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -15532674.000000 Penalty: 3804.764893
	Iteration 67Q: 3 clusters Score -1.553267e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107333 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -15532728.000000 Penalty: 3804.764893
	Iteration 68Q: 3 clusters Score -1.553273e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107627 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -15532766.000000 Penalty: 3804.764893
	Iteration 69Q: 3 clusters Score -1.553277e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107965 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -15532777.000000 Penalty: 3804.764893
	Iteration 70Q: 3 clusters Score -1.553278e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108327 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -15532829.000000 Penalty: 3804.764893
	Iteration 71Q: 3 clusters Score -1.553283e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108678 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -15532900.000000 Penalty: 3804.764893
	Iteration 72Q: 3 clusters Score -1.55329e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109000 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -15532957.000000 Penalty: 3804.764893
	Iteration 73Q: 3 clusters Score -1.553296e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109309 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -15533015.000000 Penalty: 3804.764893
	Iteration 74Q: 3 clusters Score -1.553302e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109636 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -15533077.000000 Penalty: 3804.764893
	Iteration 75Q: 3 clusters Score -1.553308e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109987 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -15533253.000000 Penalty: 3804.764893
	Iteration 76Q: 3 clusters Score -1.553325e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110335 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -15533393.000000 Penalty: 3804.764893
	Iteration 77Q: 3 clusters Score -1.553339e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110704 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -15533558.000000 Penalty: 3804.764893
	Iteration 78Q: 3 clusters Score -1.553356e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111046 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -15533719.000000 Penalty: 3804.764893
	Iteration 79Q: 3 clusters Score -1.553372e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111411 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -15533876.000000 Penalty: 3804.764893
	Iteration 80F: 3 clusters Score -1.553388e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111797 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -15534053.000000 Penalty: 3804.764893
	Iteration 81Q: 3 clusters Score -1.553405e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112189 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -15534300.000000 Penalty: 3804.764893
	Iteration 82Q: 3 clusters Score -1.55343e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112617 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -15534446.000000 Penalty: 3804.764893
	Iteration 83Q: 3 clusters Score -1.553445e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113094 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -15534658.000000 Penalty: 3804.764893
	Iteration 84Q: 3 clusters Score -1.553466e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113589 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -15534889.000000 Penalty: 3804.764893
	Iteration 85Q: 3 clusters Score -1.553489e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -15535075.000000 Penalty: 3804.764893
	Iteration 86Q: 3 clusters Score -1.553508e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114637 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -15535315.000000 Penalty: 3804.764893
	Iteration 87Q: 3 clusters Score -1.553532e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115161 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -15535443.000000 Penalty: 3804.764893
	Iteration 88Q: 3 clusters Score -1.553544e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115656 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -15535584.000000 Penalty: 3804.764893
	Iteration 89Q: 3 clusters Score -1.553558e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116132 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -15535674.000000 Penalty: 3804.764893
	Iteration 90Q: 3 clusters Score -1.553567e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116591 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -15535803.000000 Penalty: 3804.764893
	Iteration 91Q: 3 clusters Score -1.55358e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117021 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -15535909.000000 Penalty: 3804.764893
	Iteration 92Q: 3 clusters Score -1.553591e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117462 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -15535997.000000 Penalty: 3804.764893
	Iteration 93Q: 3 clusters Score -1.5536e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117859 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -15536129.000000 Penalty: 3804.764893
	Iteration 94Q: 3 clusters Score -1.553613e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118206 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -15536152.000000 Penalty: 3804.764893
	Iteration 95Q: 3 clusters Score -1.553615e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118524 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -15536192.000000 Penalty: 3804.764893
	Iteration 96Q: 3 clusters Score -1.553619e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118812 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -15536260.000000 Penalty: 3804.764893
	Iteration 97Q: 3 clusters Score -1.553626e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119078 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -15536329.000000 Penalty: 3804.764893
	Iteration 98Q: 3 clusters Score -1.553633e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119310 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -15536391.000000 Penalty: 3804.764893
	Iteration 99Q: 3 clusters Score -1.553639e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119512 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -15536455.000000 Penalty: 3804.764893
	Iteration 100F: 3 clusters Score -1.553646e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119706 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -15536501.000000 Penalty: 3804.764893
	Iteration 101Q: 3 clusters Score -1.55365e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119865 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -15536533.000000 Penalty: 3804.764893
	Iteration 102Q: 3 clusters Score -1.553653e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119994 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -15536599.000000 Penalty: 3804.764893
	Iteration 103Q: 3 clusters Score -1.55366e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120120 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -15536611.000000 Penalty: 3804.764893
	Iteration 104Q: 3 clusters Score -1.553661e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120224 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -15536668.000000 Penalty: 3804.764893
	Iteration 105Q: 3 clusters Score -1.553667e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120309 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -15536682.000000 Penalty: 3804.764893
	Iteration 106Q: 3 clusters Score -1.553668e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120371 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -15536691.000000 Penalty: 3804.764893
	Iteration 107Q: 3 clusters Score -1.553669e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120428 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -15536736.000000 Penalty: 3804.764893
	Iteration 108Q: 3 clusters Score -1.553674e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120475 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -15536760.000000 Penalty: 3804.764893
	Iteration 109Q: 3 clusters Score -1.553676e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120528 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -15536779.000000 Penalty: 3804.764893
	Iteration 110Q: 3 clusters Score -1.553678e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120576 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -15536811.000000 Penalty: 3804.764893
	Iteration 111Q: 3 clusters Score -1.553681e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120628 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -15536807.000000 Penalty: 3804.764893
	Iteration 112Q: 3 clusters Score -1.553681e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120663 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -15536819.000000 Penalty: 3804.764893
	Iteration 113Q: 3 clusters Score -1.553682e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120692 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -15536818.000000 Penalty: 3804.764893
	Iteration 114Q: 3 clusters Score -1.553682e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120715 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -15536858.000000 Penalty: 3804.764893
	Iteration 115Q: 3 clusters Score -1.553686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120743 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -15536855.000000 Penalty: 3804.764893
	Iteration 116Q: 3 clusters Score -1.553686e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120772 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -15536856.000000 Penalty: 3804.764893
	Iteration 117Q: 3 clusters Score -1.553686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120793 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -15536869.000000 Penalty: 3804.764893
	Iteration 118Q: 3 clusters Score -1.553687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120804 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -15536887.000000 Penalty: 3804.764893
	Iteration 119Q: 3 clusters Score -1.553689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -15536877.000000 Penalty: 3804.764893
	Iteration 120F: 3 clusters Score -1.553688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120826 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -15536883.000000 Penalty: 3804.764893
	Iteration 121Q: 3 clusters Score -1.553688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120830 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -15536872.000000 Penalty: 3804.764893
	Iteration 122Q: 3 clusters Score -1.553687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120837 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -15536877.000000 Penalty: 3804.764893
	Iteration 123Q: 3 clusters Score -1.553688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120837 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -15536872.000000 Penalty: 3804.764893
	Iteration 124Q: 3 clusters Score -1.553687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120839 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -15536881.000000 Penalty: 3804.764893
	Iteration 125Q: 3 clusters Score -1.553688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120843 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -15536882.000000 Penalty: 3804.764893
	Iteration 126Q: 3 clusters Score -1.553688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120847 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -15536883.000000 Penalty: 3804.764893
	Iteration 127Q: 3 clusters Score -1.553688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120854 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -15536878.000000 Penalty: 3804.764893
	Iteration 128Q: 3 clusters Score -1.553688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120856 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -15536880.000000 Penalty: 3804.764893
	Iteration 129Q: 3 clusters Score -1.553688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120858 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -15536885.000000 Penalty: 3804.764893
	Iteration 130Q: 3 clusters Score -1.553688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120860 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -15536879.000000 Penalty: 3804.764893
	Iteration 131Q: 3 clusters Score -1.553688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120861 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -15536888.000000 Penalty: 3804.764893
	Iteration 132Q: 3 clusters Score -1.553689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120862 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -15536881.000000 Penalty: 3804.764893
	Iteration 133Q: 3 clusters Score -1.553688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120862 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -15536881.000000 Penalty: 3804.764893
	Iteration 134F: 3 clusters Score -1.553688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Entering Unmasked Estep 
Score: -800294.000000 Penalty: 1423.012085
	Iteration 0F: 2 clusters Score -800294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -795450.625000 Penalty: 2846.024170
	Iteration 0F: 3 clusters Score -795450.6 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -796843.937500 Penalty: 2846.024170
	Iteration 1F: 3 clusters Score -796843.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -797072.250000 Penalty: 2846.024170
	Iteration 2F: 3 clusters Score -797072.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -797249.750000 Penalty: 2846.024170
	Iteration 3F: 3 clusters Score -797249.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -797398.437500 Penalty: 2846.024170
	Iteration 4Q: 3 clusters Score -797398.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -797534.000000 Penalty: 2846.024170
	Iteration 5Q: 3 clusters Score -797534 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -797676.312500 Penalty: 2846.024170
	Iteration 6Q: 3 clusters Score -797676.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -797820.562500 Penalty: 2846.024170
	Iteration 7Q: 3 clusters Score -797820.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -797969.187500 Penalty: 2846.024170
	Iteration 8Q: 3 clusters Score -797969.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -798165.437500 Penalty: 2846.024170
	Iteration 9Q: 3 clusters Score -798165.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -798373.250000 Penalty: 2846.024170
	Iteration 10Q: 3 clusters Score -798373.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -798592.750000 Penalty: 2846.024170
	Iteration 11Q: 3 clusters Score -798592.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -798816.312500 Penalty: 2846.024170
	Iteration 12Q: 3 clusters Score -798816.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -799032.937500 Penalty: 2846.024170
	Iteration 13Q: 3 clusters Score -799032.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -799173.562500 Penalty: 2846.024170
	Iteration 14Q: 3 clusters Score -799173.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -799236.437500 Penalty: 2846.024170
	Iteration 15Q: 3 clusters Score -799236.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -799272.062500 Penalty: 2846.024170
	Iteration 16Q: 3 clusters Score -799272.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -799292.375000 Penalty: 2846.024170
	Iteration 17Q: 3 clusters Score -799292.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -799302.250000 Penalty: 2846.024170
	Iteration 18Q: 3 clusters Score -799302.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -799308.312500 Penalty: 2846.024170
	Iteration 19Q: 3 clusters Score -799308.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -799312.187500 Penalty: 2846.024170
	Iteration 20F: 3 clusters Score -799312.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -799316.687500 Penalty: 2846.024170
	Iteration 21Q: 3 clusters Score -799316.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -799317.750000 Penalty: 2846.024170
	Iteration 22Q: 3 clusters Score -799317.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -799320.750000 Penalty: 2846.024170
	Iteration 23Q: 3 clusters Score -799320.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -799324.562500 Penalty: 2846.024170
	Iteration 24Q: 3 clusters Score -799324.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -799327.062500 Penalty: 2846.024170
	Iteration 25Q: 3 clusters Score -799327.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -799327.937500 Penalty: 2846.024170
	Iteration 26Q: 3 clusters Score -799327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -799328.000000 Penalty: 2846.024170
	Iteration 27Q: 3 clusters Score -799328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -799328.125000 Penalty: 2846.024170
	Iteration 28Q: 3 clusters Score -799328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -799331.125000 Penalty: 2846.024170
	Iteration 29Q: 3 clusters Score -799331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -799330.750000 Penalty: 2846.024170
	Iteration 30Q: 3 clusters Score -799330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -799329.625000 Penalty: 2846.024170
	Iteration 31Q: 3 clusters Score -799329.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -799329.625000 Penalty: 2846.024170
	Iteration 32F: 3 clusters Score -799329.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Entering Unmasked Estep 
Score: -2179939.500000 Penalty: 1583.784424
	Iteration 0F: 2 clusters Score -2179940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2168200.000000 Penalty: 3167.568848
	Iteration 0F: 3 clusters Score -2168200 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2172223.000000 Penalty: 3167.568848
	Iteration 1F: 3 clusters Score -2172223 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2172489.750000 Penalty: 3167.568848
	Iteration 2Q: 3 clusters Score -2172490 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2172717.500000 Penalty: 3167.568848
	Iteration 3Q: 3 clusters Score -2172718 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2172939.250000 Penalty: 3167.568848
	Iteration 4Q: 3 clusters Score -2172939 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2173134.500000 Penalty: 3167.568848
	Iteration 5Q: 3 clusters Score -2173134 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2173323.750000 Penalty: 3167.568848
	Iteration 6Q: 3 clusters Score -2173324 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2173531.500000 Penalty: 3167.568848
	Iteration 7Q: 3 clusters Score -2173532 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2173798.750000 Penalty: 3167.568848
	Iteration 8Q: 3 clusters Score -2173799 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2174158.250000 Penalty: 3167.568848
	Iteration 9Q: 3 clusters Score -2174158 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2174599.250000 Penalty: 3167.568848
	Iteration 10Q: 3 clusters Score -2174599 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2175196.500000 Penalty: 3167.568848
	Iteration 11F: 3 clusters Score -2175196 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2175958.750000 Penalty: 3167.568848
	Iteration 12F: 3 clusters Score -2175959 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2176675.500000 Penalty: 3167.568848
	Iteration 13F: 3 clusters Score -2176676 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2177165.000000 Penalty: 3167.568848
	Iteration 14Q: 3 clusters Score -2177165 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2177422.750000 Penalty: 3167.568848
	Iteration 15Q: 3 clusters Score -2177423 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2177573.000000 Penalty: 3167.568848
	Iteration 16Q: 3 clusters Score -2177573 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2177694.250000 Penalty: 3167.568848
	Iteration 17Q: 3 clusters Score -2177694 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2177774.250000 Penalty: 3167.568848
	Iteration 18Q: 3 clusters Score -2177774 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2177830.500000 Penalty: 3167.568848
	Iteration 19Q: 3 clusters Score -2177830 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2177885.500000 Penalty: 3167.568848
	Iteration 20F: 3 clusters Score -2177886 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2177924.750000 Penalty: 3167.568848
	Iteration 21Q: 3 clusters Score -2177925 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2177966.750000 Penalty: 3167.568848
	Iteration 22Q: 3 clusters Score -2177967 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2177986.500000 Penalty: 3167.568848
	Iteration 23Q: 3 clusters Score -2177986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2178007.750000 Penalty: 3167.568848
	Iteration 24Q: 3 clusters Score -2178008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2178029.250000 Penalty: 3167.568848
	Iteration 25Q: 3 clusters Score -2178029 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2178037.500000 Penalty: 3167.568848
	Iteration 26Q: 3 clusters Score -2178038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2178057.250000 Penalty: 3167.568848
	Iteration 27Q: 3 clusters Score -2178057 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2178076.500000 Penalty: 3167.568848
	Iteration 28Q: 3 clusters Score -2178076 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2178092.500000 Penalty: 3167.568848
	Iteration 29Q: 3 clusters Score -2178092 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2178112.500000 Penalty: 3167.568848
	Iteration 30Q: 3 clusters Score -2178112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2178126.500000 Penalty: 3167.568848
	Iteration 31Q: 3 clusters Score -2178126 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2178136.500000 Penalty: 3167.568848
	Iteration 32Q: 3 clusters Score -2178136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2178159.750000 Penalty: 3167.568848
	Iteration 33Q: 3 clusters Score -2178160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2178182.250000 Penalty: 3167.568848
	Iteration 34Q: 3 clusters Score -2178182 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2178212.750000 Penalty: 3167.568848
	Iteration 35Q: 3 clusters Score -2178213 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2178230.500000 Penalty: 3167.568848
	Iteration 36Q: 3 clusters Score -2178230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2178261.750000 Penalty: 3167.568848
	Iteration 37Q: 3 clusters Score -2178262 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2178276.000000 Penalty: 3167.568848
	Iteration 38Q: 3 clusters Score -2178276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2178293.750000 Penalty: 3167.568848
	Iteration 39Q: 3 clusters Score -2178294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2178311.000000 Penalty: 3167.568848
	Iteration 40F: 3 clusters Score -2178311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2178331.750000 Penalty: 3167.568848
	Iteration 41Q: 3 clusters Score -2178332 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2178349.000000 Penalty: 3167.568848
	Iteration 42Q: 3 clusters Score -2178349 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2178371.500000 Penalty: 3167.568848
	Iteration 43Q: 3 clusters Score -2178372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2178402.250000 Penalty: 3167.568848
	Iteration 44Q: 3 clusters Score -2178402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2178427.500000 Penalty: 3167.568848
	Iteration 45Q: 3 clusters Score -2178428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2178447.750000 Penalty: 3167.568848
	Iteration 46Q: 3 clusters Score -2178448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2178468.750000 Penalty: 3167.568848
	Iteration 47Q: 3 clusters Score -2178469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2178481.500000 Penalty: 3167.568848
	Iteration 48Q: 3 clusters Score -2178482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2178498.250000 Penalty: 3167.568848
	Iteration 49Q: 3 clusters Score -2178498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2178526.250000 Penalty: 3167.568848
	Iteration 50Q: 3 clusters Score -2178526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2178551.500000 Penalty: 3167.568848
	Iteration 51Q: 3 clusters Score -2178552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2178581.000000 Penalty: 3167.568848
	Iteration 52Q: 3 clusters Score -2178581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2178607.250000 Penalty: 3167.568848
	Iteration 53Q: 3 clusters Score -2178607 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2178635.750000 Penalty: 3167.568848
	Iteration 54Q: 3 clusters Score -2178636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2178673.250000 Penalty: 3167.568848
	Iteration 55Q: 3 clusters Score -2178673 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2178700.500000 Penalty: 3167.568848
	Iteration 56Q: 3 clusters Score -2178700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2178722.000000 Penalty: 3167.568848
	Iteration 57Q: 3 clusters Score -2178722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2178743.500000 Penalty: 3167.568848
	Iteration 58Q: 3 clusters Score -2178744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2178760.000000 Penalty: 3167.568848
	Iteration 59Q: 3 clusters Score -2178760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2178771.750000 Penalty: 3167.568848
	Iteration 60F: 3 clusters Score -2178772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2178779.500000 Penalty: 3167.568848
	Iteration 61Q: 3 clusters Score -2178780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2178779.500000 Penalty: 3167.568848
	Iteration 62Q: 3 clusters Score -2178780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2178787.750000 Penalty: 3167.568848
	Iteration 63Q: 3 clusters Score -2178788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2178793.500000 Penalty: 3167.568848
	Iteration 64Q: 3 clusters Score -2178794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2178794.000000 Penalty: 3167.568848
	Iteration 65Q: 3 clusters Score -2178794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2178793.250000 Penalty: 3167.568848
	Iteration 66Q: 3 clusters Score -2178793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2178793.250000 Penalty: 3167.568848
	Iteration 67F: 3 clusters Score -2178793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Entering Unmasked Estep 
Score: -1198828.125000 Penalty: 1494.866577
	Iteration 0F: 2 clusters Score -1198828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1191725.625000 Penalty: 2989.733154
	Iteration 0F: 3 clusters Score -1191726 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1194058.875000 Penalty: 2989.733154
	Iteration 1F: 3 clusters Score -1194059 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1194409.125000 Penalty: 2989.733154
	Iteration 2F: 3 clusters Score -1194409 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1194741.875000 Penalty: 2989.733154
	Iteration 3F: 3 clusters Score -1194742 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1195066.750000 Penalty: 2989.733154
	Iteration 4F: 3 clusters Score -1195067 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1195428.500000 Penalty: 2989.733154
	Iteration 5Q: 3 clusters Score -1195428 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1195885.875000 Penalty: 2989.733154
	Iteration 6F: 3 clusters Score -1195886 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1196373.375000 Penalty: 2989.733154
	Iteration 7F: 3 clusters Score -1196373 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1196859.875000 Penalty: 2989.733154
	Iteration 8F: 3 clusters Score -1196860 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1197307.125000 Penalty: 2989.733154
	Iteration 9F: 3 clusters Score -1197307 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1197618.250000 Penalty: 2989.733154
	Iteration 10Q: 3 clusters Score -1197618 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1197769.750000 Penalty: 2989.733154
	Iteration 11Q: 3 clusters Score -1197770 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1197855.500000 Penalty: 2989.733154
	Iteration 12Q: 3 clusters Score -1197856 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1197914.750000 Penalty: 2989.733154
	Iteration 13Q: 3 clusters Score -1197915 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1197956.750000 Penalty: 2989.733154
	Iteration 14Q: 3 clusters Score -1197957 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1197974.625000 Penalty: 2989.733154
	Iteration 15Q: 3 clusters Score -1197975 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1197986.000000 Penalty: 2989.733154
	Iteration 16Q: 3 clusters Score -1197986 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1197996.250000 Penalty: 2989.733154
	Iteration 17Q: 3 clusters Score -1197996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1198003.250000 Penalty: 2989.733154
	Iteration 18Q: 3 clusters Score -1198003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1198009.375000 Penalty: 2989.733154
	Iteration 19Q: 3 clusters Score -1198009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1198017.125000 Penalty: 2989.733154
	Iteration 20F: 3 clusters Score -1198017 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1198022.375000 Penalty: 2989.733154
	Iteration 21Q: 3 clusters Score -1198022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1198031.125000 Penalty: 2989.733154
	Iteration 22Q: 3 clusters Score -1198031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1198037.875000 Penalty: 2989.733154
	Iteration 23Q: 3 clusters Score -1198038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1198048.625000 Penalty: 2989.733154
	Iteration 24Q: 3 clusters Score -1198049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1198054.375000 Penalty: 2989.733154
	Iteration 25Q: 3 clusters Score -1198054 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1198065.500000 Penalty: 2989.733154
	Iteration 26Q: 3 clusters Score -1198066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1198084.875000 Penalty: 2989.733154
	Iteration 27Q: 3 clusters Score -1198085 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1198097.500000 Penalty: 2989.733154
	Iteration 28Q: 3 clusters Score -1198098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1198118.375000 Penalty: 2989.733154
	Iteration 29Q: 3 clusters Score -1198118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1198144.750000 Penalty: 2989.733154
	Iteration 30Q: 3 clusters Score -1198145 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1198183.750000 Penalty: 2989.733154
	Iteration 31Q: 3 clusters Score -1198184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1198220.625000 Penalty: 2989.733154
	Iteration 32Q: 3 clusters Score -1198221 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1198263.500000 Penalty: 2989.733154
	Iteration 33Q: 3 clusters Score -1198264 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1198310.125000 Penalty: 2989.733154
	Iteration 34Q: 3 clusters Score -1198310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1198349.000000 Penalty: 2989.733154
	Iteration 35Q: 3 clusters Score -1198349 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1198384.125000 Penalty: 2989.733154
	Iteration 36Q: 3 clusters Score -1198384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1198401.625000 Penalty: 2989.733154
	Iteration 37Q: 3 clusters Score -1198402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1198429.875000 Penalty: 2989.733154
	Iteration 38Q: 3 clusters Score -1198430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1198443.250000 Penalty: 2989.733154
	Iteration 39Q: 3 clusters Score -1198443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1198462.000000 Penalty: 2989.733154
	Iteration 40F: 3 clusters Score -1198462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1198471.000000 Penalty: 2989.733154
	Iteration 41Q: 3 clusters Score -1198471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1198481.000000 Penalty: 2989.733154
	Iteration 42Q: 3 clusters Score -1198481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1198487.875000 Penalty: 2989.733154
	Iteration 43Q: 3 clusters Score -1198488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1198488.625000 Penalty: 2989.733154
	Iteration 44Q: 3 clusters Score -1198489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1198496.875000 Penalty: 2989.733154
	Iteration 45Q: 3 clusters Score -1198497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1198502.875000 Penalty: 2989.733154
	Iteration 46Q: 3 clusters Score -1198503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1198504.500000 Penalty: 2989.733154
	Iteration 47Q: 3 clusters Score -1198504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1198510.625000 Penalty: 2989.733154
	Iteration 48Q: 3 clusters Score -1198511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1198511.125000 Penalty: 2989.733154
	Iteration 49Q: 3 clusters Score -1198511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1198514.750000 Penalty: 2989.733154
	Iteration 50Q: 3 clusters Score -1198515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1198516.000000 Penalty: 2989.733154
	Iteration 51Q: 3 clusters Score -1198516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1198516.375000 Penalty: 2989.733154
	Iteration 52Q: 3 clusters Score -1198516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1198517.250000 Penalty: 2989.733154
	Iteration 53Q: 3 clusters Score -1198517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1198516.750000 Penalty: 2989.733154
	Iteration 54Q: 3 clusters Score -1198517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1198516.375000 Penalty: 2989.733154
	Iteration 55Q: 3 clusters Score -1198516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1198516.375000 Penalty: 2989.733154
	Iteration 56F: 3 clusters Score -1198516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Entering Unmasked Estep 
Score: -383338.125000 Penalty: 1295.917480
	Iteration 0F: 2 clusters Score -383338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -380658.187500 Penalty: 2591.834961
	Iteration 0F: 3 clusters Score -380658.2 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -381244.906250 Penalty: 2591.834961
	Iteration 1F: 3 clusters Score -381244.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -381358.031250 Penalty: 2591.834961
	Iteration 2F: 3 clusters Score -381358 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -381423.031250 Penalty: 2591.834961
	Iteration 3Q: 3 clusters Score -381423 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -381478.468750 Penalty: 2591.834961
	Iteration 4Q: 3 clusters Score -381478.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -381502.562500 Penalty: 2591.834961
	Iteration 5Q: 3 clusters Score -381502.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -381521.593750 Penalty: 2591.834961
	Iteration 6Q: 3 clusters Score -381521.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -381544.218750 Penalty: 2591.834961
	Iteration 7Q: 3 clusters Score -381544.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -381559.906250 Penalty: 2591.834961
	Iteration 8Q: 3 clusters Score -381559.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -381573.562500 Penalty: 2591.834961
	Iteration 9Q: 3 clusters Score -381573.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -381588.000000 Penalty: 2591.834961
	Iteration 10Q: 3 clusters Score -381588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -381596.187500 Penalty: 2591.834961
	Iteration 11Q: 3 clusters Score -381596.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -381606.062500 Penalty: 2591.834961
	Iteration 12Q: 3 clusters Score -381606.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -381615.781250 Penalty: 2591.834961
	Iteration 13Q: 3 clusters Score -381615.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -381622.312500 Penalty: 2591.834961
	Iteration 14Q: 3 clusters Score -381622.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -381628.437500 Penalty: 2591.834961
	Iteration 15Q: 3 clusters Score -381628.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -381634.718750 Penalty: 2591.834961
	Iteration 16Q: 3 clusters Score -381634.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -381641.156250 Penalty: 2591.834961
	Iteration 17Q: 3 clusters Score -381641.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -381647.187500 Penalty: 2591.834961
	Iteration 18Q: 3 clusters Score -381647.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -381650.406250 Penalty: 2591.834961
	Iteration 19Q: 3 clusters Score -381650.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -381652.093750 Penalty: 2591.834961
	Iteration 20F: 3 clusters Score -381652.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -381654.781250 Penalty: 2591.834961
	Iteration 21Q: 3 clusters Score -381654.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -381657.687500 Penalty: 2591.834961
	Iteration 22Q: 3 clusters Score -381657.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -381661.937500 Penalty: 2591.834961
	Iteration 23Q: 3 clusters Score -381661.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -381664.781250 Penalty: 2591.834961
	Iteration 24Q: 3 clusters Score -381664.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -381667.531250 Penalty: 2591.834961
	Iteration 25Q: 3 clusters Score -381667.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -381670.312500 Penalty: 2591.834961
	Iteration 26Q: 3 clusters Score -381670.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -381674.656250 Penalty: 2591.834961
	Iteration 27Q: 3 clusters Score -381674.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -381678.718750 Penalty: 2591.834961
	Iteration 28Q: 3 clusters Score -381678.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -381682.375000 Penalty: 2591.834961
	Iteration 29Q: 3 clusters Score -381682.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -381687.031250 Penalty: 2591.834961
	Iteration 30Q: 3 clusters Score -381687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -381688.687500 Penalty: 2591.834961
	Iteration 31Q: 3 clusters Score -381688.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -381690.375000 Penalty: 2591.834961
	Iteration 32Q: 3 clusters Score -381690.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -381691.875000 Penalty: 2591.834961
	Iteration 33Q: 3 clusters Score -381691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -381692.468750 Penalty: 2591.834961
	Iteration 34Q: 3 clusters Score -381692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -381692.468750 Penalty: 2591.834961
	Iteration 35Q: 3 clusters Score -381692.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -381693.000000 Penalty: 2591.834961
	Iteration 36Q: 3 clusters Score -381693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -381693.562500 Penalty: 2591.834961
	Iteration 37Q: 3 clusters Score -381693.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -381693.250000 Penalty: 2591.834961
	Iteration 38Q: 3 clusters Score -381693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -381694.156250 Penalty: 2591.834961
	Iteration 39Q: 3 clusters Score -381694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -381694.531250 Penalty: 2591.834961
	Iteration 40F: 3 clusters Score -381694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -381694.500000 Penalty: 2591.834961
	Iteration 41Q: 3 clusters Score -381694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -381694.937500 Penalty: 2591.834961
	Iteration 42Q: 3 clusters Score -381694.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -381694.937500 Penalty: 2591.834961
	Iteration 43F: 3 clusters Score -381694.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (132024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132024 members 
Entering Unmasked Estep 
Score: -16848510.000000 Penalty: 1915.995117
	Iteration 0F: 2 clusters Score -1.684851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 66232 members 
Entering Unmasked Estep 
Score: -16765028.000000 Penalty: 3831.990234
	Iteration 0F: 3 clusters Score -1.676503e+07 nChanged 63433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -16801676.000000 Penalty: 3831.990234
	Iteration 1F: 3 clusters Score -1.680168e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -16802786.000000 Penalty: 3831.990234
	Iteration 2Q: 3 clusters Score -1.680279e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 73735 members 
Entering Unmasked Estep 
Score: -16804332.000000 Penalty: 3831.990234
	Iteration 3Q: 3 clusters Score -1.680433e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -16806784.000000 Penalty: 3831.990234
	Iteration 4Q: 3 clusters Score -1.680678e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 82265 members 
Entering Unmasked Estep 
Score: -16810738.000000 Penalty: 3831.990234
	Iteration 5F: 3 clusters Score -1.681074e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -16816564.000000 Penalty: 3831.990234
	Iteration 6F: 3 clusters Score -1.681656e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 94061 members 
Entering Unmasked Estep 
Score: -16822862.000000 Penalty: 3831.990234
	Iteration 7F: 3 clusters Score -1.682286e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 98358 members 
Entering Unmasked Estep 
Score: -16827970.000000 Penalty: 3831.990234
	Iteration 8F: 3 clusters Score -1.682797e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 101053 members 
Entering Unmasked Estep 
Score: -16831280.000000 Penalty: 3831.990234
	Iteration 9Q: 3 clusters Score -1.683128e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 102701 members 
Entering Unmasked Estep 
Score: -16832996.000000 Penalty: 3831.990234
	Iteration 10Q: 3 clusters Score -1.6833e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 103919 members 
Entering Unmasked Estep 
Score: -16833742.000000 Penalty: 3831.990234
	Iteration 11Q: 3 clusters Score -1.683374e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 104920 members 
Entering Unmasked Estep 
Score: -16834200.000000 Penalty: 3831.990234
	Iteration 12Q: 3 clusters Score -1.68342e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 105874 members 
Entering Unmasked Estep 
Score: -16834522.000000 Penalty: 3831.990234
	Iteration 13Q: 3 clusters Score -1.683452e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 106783 members 
Entering Unmasked Estep 
Score: -16834786.000000 Penalty: 3831.990234
	Iteration 14Q: 3 clusters Score -1.683479e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 107652 members 
Entering Unmasked Estep 
Score: -16835002.000000 Penalty: 3831.990234
	Iteration 15Q: 3 clusters Score -1.6835e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 108528 members 
Entering Unmasked Estep 
Score: -16835306.000000 Penalty: 3831.990234
	Iteration 16Q: 3 clusters Score -1.683531e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 109405 members 
Entering Unmasked Estep 
Score: -16835774.000000 Penalty: 3831.990234
	Iteration 17Q: 3 clusters Score -1.683577e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 110322 members 
Entering Unmasked Estep 
Score: -16836390.000000 Penalty: 3831.990234
	Iteration 18Q: 3 clusters Score -1.683639e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 111404 members 
Entering Unmasked Estep 
Score: -16837212.000000 Penalty: 3831.990234
	Iteration 19Q: 3 clusters Score -1.683721e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 112688 members 
Entering Unmasked Estep 
Score: -16838070.000000 Penalty: 3831.990234
	Iteration 20F: 3 clusters Score -1.683807e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 114159 members 
Entering Unmasked Estep 
Score: -16839130.000000 Penalty: 3831.990234
	Iteration 21Q: 3 clusters Score -1.683913e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 115871 members 
Entering Unmasked Estep 
Score: -16840340.000000 Penalty: 3831.990234
	Iteration 22Q: 3 clusters Score -1.684034e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 117782 members 
Entering Unmasked Estep 
Score: -16841550.000000 Penalty: 3831.990234
	Iteration 23Q: 3 clusters Score -1.684155e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 119759 members 
Entering Unmasked Estep 
Score: -16842578.000000 Penalty: 3831.990234
	Iteration 24Q: 3 clusters Score -1.684258e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 121777 members 
Entering Unmasked Estep 
Score: -16843434.000000 Penalty: 3831.990234
	Iteration 25Q: 3 clusters Score -1.684343e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 123762 members 
Entering Unmasked Estep 
Score: -16844200.000000 Penalty: 3831.990234
	Iteration 26Q: 3 clusters Score -1.68442e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 125589 members 
Entering Unmasked Estep 
Score: -16844840.000000 Penalty: 3831.990234
	Iteration 27Q: 3 clusters Score -1.684484e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 127115 members 
Entering Unmasked Estep 
Score: -16845420.000000 Penalty: 3831.990234
	Iteration 28Q: 3 clusters Score -1.684542e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 128418 members 
Entering Unmasked Estep 
Score: -16846028.000000 Penalty: 3831.990234
	Iteration 29Q: 3 clusters Score -1.684603e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 129430 members 
Entering Unmasked Estep 
Score: -16846408.000000 Penalty: 3831.990234
	Iteration 30Q: 3 clusters Score -1.684641e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 130193 members 
Entering Unmasked Estep 
Score: -16846594.000000 Penalty: 3831.990234
	Iteration 31Q: 3 clusters Score -1.684659e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 130683 members 
Entering Unmasked Estep 
Score: -16846716.000000 Penalty: 3831.990234
	Iteration 32Q: 3 clusters Score -1.684672e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 131005 members 
Entering Unmasked Estep 
Score: -16846842.000000 Penalty: 3831.990234
	Iteration 33Q: 3 clusters Score -1.684684e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 131226 members 
Entering Unmasked Estep 
Score: -16846902.000000 Penalty: 3831.990234
	Iteration 34Q: 3 clusters Score -1.68469e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 131367 members 
Entering Unmasked Estep 
Score: -16846998.000000 Penalty: 3831.990234
	Iteration 35Q: 3 clusters Score -1.6847e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 131445 members 
Entering Unmasked Estep 
Score: -16846986.000000 Penalty: 3831.990234
	Iteration 36Q: 3 clusters Score -1.684699e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 131490 members 
Entering Unmasked Estep 
Score: -16847020.000000 Penalty: 3831.990234
	Iteration 37Q: 3 clusters Score -1.684702e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 131527 members 
Entering Unmasked Estep 
Score: -16847034.000000 Penalty: 3831.990234
	Iteration 38Q: 3 clusters Score -1.684703e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 131546 members 
Entering Unmasked Estep 
Score: -16847038.000000 Penalty: 3831.990234
	Iteration 39Q: 3 clusters Score -1.684704e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 131564 members 
Entering Unmasked Estep 
Score: -16847032.000000 Penalty: 3831.990234
	Iteration 40F: 3 clusters Score -1.684703e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 131576 members 
Entering Unmasked Estep 
Score: -16847036.000000 Penalty: 3831.990234
	Iteration 41Q: 3 clusters Score -1.684704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 131587 members 
Entering Unmasked Estep 
Score: -16847052.000000 Penalty: 3831.990234
	Iteration 42Q: 3 clusters Score -1.684705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 131594 members 
Entering Unmasked Estep 
Score: -16847058.000000 Penalty: 3831.990234
	Iteration 43Q: 3 clusters Score -1.684706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 131604 members 
Entering Unmasked Estep 
Score: -16847054.000000 Penalty: 3831.990234
	Iteration 44Q: 3 clusters Score -1.684705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 131613 members 
Entering Unmasked Estep 
Score: -16847058.000000 Penalty: 3831.990234
	Iteration 45Q: 3 clusters Score -1.684706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 131616 members 
Entering Unmasked Estep 
Score: -16847064.000000 Penalty: 3831.990234
	Iteration 46Q: 3 clusters Score -1.684706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 131617 members 
Entering Unmasked Estep 
Score: -16847074.000000 Penalty: 3831.990234
	Iteration 47Q: 3 clusters Score -1.684707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 131619 members 
Entering Unmasked Estep 
Score: -16847062.000000 Penalty: 3831.990234
	Iteration 48Q: 3 clusters Score -1.684706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 131624 members 
Entering Unmasked Estep 
Score: -16847042.000000 Penalty: 3831.990234
	Iteration 49Q: 3 clusters Score -1.684704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 131630 members 
Entering Unmasked Estep 
Score: -16847062.000000 Penalty: 3831.990234
	Iteration 50Q: 3 clusters Score -1.684706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 131633 members 
Entering Unmasked Estep 
Score: -16847066.000000 Penalty: 3831.990234
	Iteration 51Q: 3 clusters Score -1.684707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 131635 members 
Entering Unmasked Estep 
Score: -16847064.000000 Penalty: 3831.990234
	Iteration 52Q: 3 clusters Score -1.684706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 131637 members 
Entering Unmasked Estep 
Score: -16847070.000000 Penalty: 3831.990234
	Iteration 53Q: 3 clusters Score -1.684707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 131639 members 
Entering Unmasked Estep 
Score: -16847074.000000 Penalty: 3831.990234
	Iteration 54Q: 3 clusters Score -1.684707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 131640 members 
Entering Unmasked Estep 
Score: -16847072.000000 Penalty: 3831.990234
	Iteration 55Q: 3 clusters Score -1.684707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 131640 members 
Entering Unmasked Estep 
Score: -16847072.000000 Penalty: 3831.990234
	Iteration 56F: 3 clusters Score -1.684707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -13762.332031 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -13762.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13190.826172 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -13190.83 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13436.019531 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -13436.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13533.820312 Penalty: 1765.959717
	Iteration 2F: 3 clusters Score -13533.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13572.125977 Penalty: 1765.959717
	Iteration 3Q: 3 clusters Score -13572.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13583.626953 Penalty: 1765.959717
	Iteration 4Q: 3 clusters Score -13583.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13595.417969 Penalty: 1765.959717
	Iteration 5Q: 3 clusters Score -13595.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13595.511719 Penalty: 1765.959717
	Iteration 6F: 3 clusters Score -13595.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13626.823242 Penalty: 1765.959717
	Iteration 7Q: 3 clusters Score -13626.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13626.823242 Penalty: 1765.959717
	Iteration 8F: 3 clusters Score -13626.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19405 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28315 members 
Mstep: Class 7 contains 86467 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10572 members 
Mstep: Class 10 contains 54605 members 
Mstep: Class 11 contains 139994 members 
Mstep: Class 12 contains 36858 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14830 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53630 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 36550 members 
Mstep: Class 28 contains 5339 members 
Mstep: Class 29 contains 121415 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17092 members 
Mstep: Class 32 contains 9889 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132024 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944904.000000 Penalty: 77880.085938
Iteration 319Q: 36 clusters Score -1.089449e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19406 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28316 members 
Mstep: Class 7 contains 86467 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10563 members 
Mstep: Class 10 contains 54608 members 
Mstep: Class 11 contains 139997 members 
Mstep: Class 12 contains 36858 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14829 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53618 members 
Mstep: Class 23 contains 2595 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4172 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 36547 members 
Mstep: Class 28 contains 5339 members 
Mstep: Class 29 contains 121428 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17092 members 
Mstep: Class 32 contains 9888 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132021 members 
Mstep: Class 35 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944904.000000 Penalty: 77880.085938
Iteration 320F: 36 clusters Score -1.089449e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19408 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28316 members 
Mstep: Class 7 contains 86468 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10551 members 
Mstep: Class 10 contains 54617 members 
Mstep: Class 11 contains 139990 members 
Mstep: Class 12 contains 36871 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14829 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53598 members 
Mstep: Class 23 contains 2595 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4172 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 36544 members 
Mstep: Class 28 contains 5339 members 
Mstep: Class 29 contains 121436 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17095 members 
Mstep: Class 32 contains 9889 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132026 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945000.000000 Penalty: 77880.085938
Iteration 321Q: 36 clusters Score -1.08945e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19410 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28318 members 
Mstep: Class 7 contains 86469 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10533 members 
Mstep: Class 10 contains 54624 members 
Mstep: Class 11 contains 139989 members 
Mstep: Class 12 contains 36878 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6173 members 
Mstep: Class 15 contains 10410 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14829 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53582 members 
Mstep: Class 23 contains 2595 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4174 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121445 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9892 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132031 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944848.000000 Penalty: 77880.085938
Iteration 322Q: 36 clusters Score -1.089448e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19411 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28319 members 
Mstep: Class 7 contains 86469 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10516 members 
Mstep: Class 10 contains 54632 members 
Mstep: Class 11 contains 139986 members 
Mstep: Class 12 contains 36877 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14831 members 
Mstep: Class 20 contains 3032 members 
Mstep: Class 21 contains 6019 members 
Mstep: Class 22 contains 53572 members 
Mstep: Class 23 contains 2595 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4175 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121450 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9893 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132038 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944880.000000 Penalty: 77880.085938
Iteration 323Q: 36 clusters Score -1.089449e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19411 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28319 members 
Mstep: Class 7 contains 86468 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10498 members 
Mstep: Class 10 contains 54639 members 
Mstep: Class 11 contains 139987 members 
Mstep: Class 12 contains 36876 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 10415 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14828 members 
Mstep: Class 20 contains 3033 members 
Mstep: Class 21 contains 6019 members 
Mstep: Class 22 contains 53560 members 
Mstep: Class 23 contains 2595 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4182 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121455 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9894 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132050 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944872.000000 Penalty: 77880.085938
Iteration 324Q: 36 clusters Score -1.089449e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19412 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28318 members 
Mstep: Class 7 contains 86470 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10495 members 
Mstep: Class 10 contains 54645 members 
Mstep: Class 11 contains 139983 members 
Mstep: Class 12 contains 36864 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 10417 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14825 members 
Mstep: Class 20 contains 3035 members 
Mstep: Class 21 contains 6019 members 
Mstep: Class 22 contains 53550 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4185 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121463 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9895 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132057 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944952.000000 Penalty: 77880.085938
Iteration 325Q: 36 clusters Score -1.08945e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19412 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28318 members 
Mstep: Class 7 contains 86471 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10484 members 
Mstep: Class 10 contains 54656 members 
Mstep: Class 11 contains 139988 members 
Mstep: Class 12 contains 36862 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 10417 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14820 members 
Mstep: Class 20 contains 3037 members 
Mstep: Class 21 contains 6019 members 
Mstep: Class 22 contains 53535 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4189 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121471 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9896 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132057 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944976.000000 Penalty: 77880.085938
Iteration 326Q: 36 clusters Score -1.08945e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4699 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19413 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28320 members 
Mstep: Class 7 contains 86471 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 54667 members 
Mstep: Class 11 contains 139984 members 
Mstep: Class 12 contains 36868 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6163 members 
Mstep: Class 15 contains 10417 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 3039 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53520 members 
Mstep: Class 23 contains 2595 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4190 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121482 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9896 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132055 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944976.000000 Penalty: 77880.085938
Iteration 327Q: 36 clusters Score -1.08945e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4699 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19414 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28322 members 
Mstep: Class 7 contains 86472 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10457 members 
Mstep: Class 10 contains 54681 members 
Mstep: Class 11 contains 139986 members 
Mstep: Class 12 contains 36868 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 10417 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14828 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53509 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4191 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121483 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9895 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132055 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944984.000000 Penalty: 77880.085938
Iteration 328Q: 36 clusters Score -1.08945e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19415 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28322 members 
Mstep: Class 7 contains 86472 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 54691 members 
Mstep: Class 11 contains 139975 members 
Mstep: Class 12 contains 36871 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6159 members 
Mstep: Class 15 contains 10419 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14832 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53502 members 
Mstep: Class 23 contains 2595 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4192 members 
Mstep: Class 26 contains 4639 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121489 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9896 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132062 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945056.000000 Penalty: 77880.085938
Iteration 329Q: 36 clusters Score -1.089451e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19414 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28322 members 
Mstep: Class 7 contains 86471 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10445 members 
Mstep: Class 10 contains 54693 members 
Mstep: Class 11 contains 139972 members 
Mstep: Class 12 contains 36870 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 6159 members 
Mstep: Class 15 contains 10419 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14834 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53494 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4192 members 
Mstep: Class 26 contains 4639 members 
Mstep: Class 27 contains 36542 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121488 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9898 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132071 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944944.000000 Penalty: 77880.085938
Iteration 330Q: 36 clusters Score -1.089449e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19414 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28322 members 
Mstep: Class 7 contains 86470 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10435 members 
Mstep: Class 10 contains 54699 members 
Mstep: Class 11 contains 139967 members 
Mstep: Class 12 contains 36874 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6158 members 
Mstep: Class 15 contains 10419 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14839 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53486 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 4639 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121490 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9900 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132075 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945048.000000 Penalty: 77880.085938
Iteration 331Q: 36 clusters Score -1.08945e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19415 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28322 members 
Mstep: Class 7 contains 86470 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10423 members 
Mstep: Class 10 contains 54711 members 
Mstep: Class 11 contains 139960 members 
Mstep: Class 12 contains 36879 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14838 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53475 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4196 members 
Mstep: Class 26 contains 4639 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121500 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9899 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132075 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945024.000000 Penalty: 77880.085938
Iteration 332Q: 36 clusters Score -1.08945e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19415 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28322 members 
Mstep: Class 7 contains 86471 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10413 members 
Mstep: Class 10 contains 54712 members 
Mstep: Class 11 contains 139959 members 
Mstep: Class 12 contains 36883 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 10422 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14838 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53465 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4201 members 
Mstep: Class 26 contains 4639 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121510 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17098 members 
Mstep: Class 32 contains 9898 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132073 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944960.000000 Penalty: 77880.085938
Iteration 333Q: 36 clusters Score -1.08945e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19415 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28323 members 
Mstep: Class 7 contains 86473 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 54717 members 
Mstep: Class 11 contains 139959 members 
Mstep: Class 12 contains 36885 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6154 members 
Mstep: Class 15 contains 10423 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14837 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53463 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4204 members 
Mstep: Class 26 contains 4639 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121511 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17098 members 
Mstep: Class 32 contains 9896 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132076 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944944.000000 Penalty: 77880.085938
Iteration 334Q: 36 clusters Score -1.089449e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19416 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28325 members 
Mstep: Class 7 contains 86473 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10393 members 
Mstep: Class 10 contains 54723 members 
Mstep: Class 11 contains 139960 members 
Mstep: Class 12 contains 36886 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6152 members 
Mstep: Class 15 contains 10424 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14836 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53457 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4207 members 
Mstep: Class 26 contains 4639 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121516 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17098 members 
Mstep: Class 32 contains 9898 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132076 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945056.000000 Penalty: 77880.085938
Iteration 335Q: 36 clusters Score -1.089451e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19417 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86472 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 54728 members 
Mstep: Class 11 contains 139962 members 
Mstep: Class 12 contains 36884 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6148 members 
Mstep: Class 15 contains 10425 members 
Mstep: Class 16 contains 27459 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14837 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53454 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4214 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121521 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17098 members 
Mstep: Class 32 contains 9898 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132077 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945136.000000 Penalty: 77880.085938
Iteration 336Q: 36 clusters Score -1.089451e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19417 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86472 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10373 members 
Mstep: Class 10 contains 54742 members 
Mstep: Class 11 contains 139959 members 
Mstep: Class 12 contains 36882 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 10426 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14835 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 53449 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4216 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121522 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17098 members 
Mstep: Class 32 contains 9899 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132082 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945056.000000 Penalty: 77880.085938
Iteration 337Q: 36 clusters Score -1.089451e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19417 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86471 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10365 members 
Mstep: Class 10 contains 54753 members 
Mstep: Class 11 contains 139958 members 
Mstep: Class 12 contains 36878 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 10427 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14836 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53444 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4217 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36542 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121523 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17099 members 
Mstep: Class 32 contains 9898 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132087 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945088.000000 Penalty: 77880.085938
Iteration 338Q: 36 clusters Score -1.089451e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 4699 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19417 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86471 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10351 members 
Mstep: Class 10 contains 54759 members 
Mstep: Class 11 contains 139957 members 
Mstep: Class 12 contains 36880 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14837 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53437 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36542 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121524 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17099 members 
Mstep: Class 32 contains 9898 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132095 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945056.000000 Penalty: 77880.085938
Iteration 339Q: 36 clusters Score -1.089451e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19418 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86471 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10343 members 
Mstep: Class 10 contains 54767 members 
Mstep: Class 11 contains 139956 members 
Mstep: Class 12 contains 36874 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 10429 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14838 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53431 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4221 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36542 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121525 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17098 members 
Mstep: Class 32 contains 9897 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132103 members 
Mstep: Class 35 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945080.000000 Penalty: 77880.085938
Iteration 340F: 36 clusters Score -1.089451e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19418 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28325 members 
Mstep: Class 7 contains 86472 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10332 members 
Mstep: Class 10 contains 54775 members 
Mstep: Class 11 contains 139954 members 
Mstep: Class 12 contains 36871 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 10429 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14840 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53427 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4222 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36542 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121527 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17098 members 
Mstep: Class 32 contains 9896 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132114 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945120.000000 Penalty: 77880.085938
Iteration 341Q: 36 clusters Score -1.089451e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19418 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28324 members 
Mstep: Class 7 contains 86473 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10319 members 
Mstep: Class 10 contains 54782 members 
Mstep: Class 11 contains 139954 members 
Mstep: Class 12 contains 36869 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 10429 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14841 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53422 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36542 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121528 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17098 members 
Mstep: Class 32 contains 9897 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132122 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945048.000000 Penalty: 77880.085938
Iteration 342Q: 36 clusters Score -1.08945e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19419 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28325 members 
Mstep: Class 7 contains 86474 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10308 members 
Mstep: Class 10 contains 54786 members 
Mstep: Class 11 contains 139957 members 
Mstep: Class 12 contains 36872 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 10430 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14841 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53414 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36542 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121530 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17099 members 
Mstep: Class 32 contains 9899 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132122 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945048.000000 Penalty: 77880.085938
Iteration 343Q: 36 clusters Score -1.08945e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19418 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28325 members 
Mstep: Class 7 contains 86474 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10301 members 
Mstep: Class 10 contains 54795 members 
Mstep: Class 11 contains 139962 members 
Mstep: Class 12 contains 36862 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 10431 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14840 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53406 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36542 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121529 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17098 members 
Mstep: Class 32 contains 9902 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132132 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945176.000000 Penalty: 77880.085938
Iteration 344Q: 36 clusters Score -1.089452e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19419 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28325 members 
Mstep: Class 7 contains 86475 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10300 members 
Mstep: Class 10 contains 54801 members 
Mstep: Class 11 contains 139967 members 
Mstep: Class 12 contains 36843 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 10430 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14839 members 
Mstep: Class 20 contains 3042 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53399 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121533 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17099 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132138 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945080.000000 Penalty: 77880.085938
Iteration 345Q: 36 clusters Score -1.089451e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19419 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86477 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10298 members 
Mstep: Class 10 contains 54809 members 
Mstep: Class 11 contains 139971 members 
Mstep: Class 12 contains 36827 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 10429 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14838 members 
Mstep: Class 20 contains 3043 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53394 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36540 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121532 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17099 members 
Mstep: Class 32 contains 9909 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132144 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945144.000000 Penalty: 77880.085938
Iteration 346Q: 36 clusters Score -1.089451e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19420 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28325 members 
Mstep: Class 7 contains 86478 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10295 members 
Mstep: Class 10 contains 54820 members 
Mstep: Class 11 contains 139969 members 
Mstep: Class 12 contains 36818 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6145 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14836 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53393 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36540 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121524 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17099 members 
Mstep: Class 32 contains 9909 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132157 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945136.000000 Penalty: 77880.085938
Iteration 347Q: 36 clusters Score -1.089451e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 4699 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19422 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28323 members 
Mstep: Class 7 contains 86479 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 54830 members 
Mstep: Class 11 contains 139972 members 
Mstep: Class 12 contains 36805 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6145 members 
Mstep: Class 15 contains 10427 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 7722 members 
Mstep: Class 19 contains 14836 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53392 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4225 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36540 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121520 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17099 members 
Mstep: Class 32 contains 9908 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132163 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945144.000000 Penalty: 77880.085938
Iteration 348Q: 36 clusters Score -1.089451e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 4699 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19424 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28324 members 
Mstep: Class 7 contains 86480 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54836 members 
Mstep: Class 11 contains 139973 members 
Mstep: Class 12 contains 36793 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6145 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7722 members 
Mstep: Class 19 contains 14835 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 53389 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4227 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36540 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121525 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17099 members 
Mstep: Class 32 contains 9908 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132161 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945152.000000 Penalty: 77880.085938
Iteration 349Q: 36 clusters Score -1.089452e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 4699 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19427 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28326 members 
Mstep: Class 7 contains 86481 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 54839 members 
Mstep: Class 11 contains 139977 members 
Mstep: Class 12 contains 36783 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 7722 members 
Mstep: Class 19 contains 14835 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 6016 members 
Mstep: Class 22 contains 53384 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4227 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36540 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121526 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17098 members 
Mstep: Class 32 contains 9912 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132163 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945128.000000 Penalty: 77880.085938
Iteration 350Q: 36 clusters Score -1.089451e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 4699 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19427 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28326 members 
Mstep: Class 7 contains 86482 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10282 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 139979 members 
Mstep: Class 12 contains 36779 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7723 members 
Mstep: Class 19 contains 14837 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 53383 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4227 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36540 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121529 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17099 members 
Mstep: Class 32 contains 9912 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132161 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945176.000000 Penalty: 77880.085938
Iteration 351Q: 36 clusters Score -1.089452e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 19427 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86482 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10275 members 
Mstep: Class 10 contains 54847 members 
Mstep: Class 11 contains 139974 members 
Mstep: Class 12 contains 36782 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6142 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7723 members 
Mstep: Class 19 contains 14841 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 53379 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4229 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36539 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121523 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17099 members 
Mstep: Class 32 contains 9912 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132168 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945112.000000 Penalty: 77880.085938
Iteration 352Q: 36 clusters Score -1.089451e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 4701 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19428 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28325 members 
Mstep: Class 7 contains 86482 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 54852 members 
Mstep: Class 11 contains 139966 members 
Mstep: Class 12 contains 36781 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7723 members 
Mstep: Class 19 contains 14846 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 53375 members 
Mstep: Class 23 contains 2601 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4229 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36538 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121523 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17099 members 
Mstep: Class 32 contains 9914 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132172 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945112.000000 Penalty: 77880.085938
Iteration 353Q: 36 clusters Score -1.089451e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19429 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28324 members 
Mstep: Class 7 contains 86483 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 54856 members 
Mstep: Class 11 contains 139961 members 
Mstep: Class 12 contains 36782 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 10429 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7723 members 
Mstep: Class 19 contains 14851 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 53371 members 
Mstep: Class 23 contains 2602 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4229 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 36536 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121523 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17099 members 
Mstep: Class 32 contains 9914 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132173 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945040.000000 Penalty: 77880.085938
Iteration 354Q: 36 clusters Score -1.08945e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19431 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 28323 members 
Mstep: Class 7 contains 86483 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 54863 members 
Mstep: Class 11 contains 139962 members 
Mstep: Class 12 contains 36776 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 10430 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7723 members 
Mstep: Class 19 contains 14854 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 53366 members 
Mstep: Class 23 contains 2603 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4231 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 36535 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121524 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17098 members 
Mstep: Class 32 contains 9915 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132175 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945096.000000 Penalty: 77880.085938
Iteration 355Q: 36 clusters Score -1.089451e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19435 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28322 members 
Mstep: Class 7 contains 86481 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10245 members 
Mstep: Class 10 contains 54870 members 
Mstep: Class 11 contains 139963 members 
Mstep: Class 12 contains 36779 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 10432 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7723 members 
Mstep: Class 19 contains 14855 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 53364 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 4636 members 
Mstep: Class 27 contains 36534 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121524 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17098 members 
Mstep: Class 32 contains 9915 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132174 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945176.000000 Penalty: 77880.085938
Iteration 356Q: 36 clusters Score -1.089452e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19436 members 
Mstep: Class 5 contains 1403 members 
Mstep: Class 6 contains 28324 members 
Mstep: Class 7 contains 86481 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10236 members 
Mstep: Class 10 contains 54871 members 
Mstep: Class 11 contains 139965 members 
Mstep: Class 12 contains 36781 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 10432 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7723 members 
Mstep: Class 19 contains 14856 members 
Mstep: Class 20 contains 3045 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 53359 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 36533 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121524 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9916 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132177 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945072.000000 Penalty: 77880.085938
Iteration 357Q: 36 clusters Score -1.089451e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19443 members 
Mstep: Class 5 contains 1403 members 
Mstep: Class 6 contains 28324 members 
Mstep: Class 7 contains 86478 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10227 members 
Mstep: Class 10 contains 54870 members 
Mstep: Class 11 contains 139968 members 
Mstep: Class 12 contains 36781 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 10432 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7721 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 3046 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 53356 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4231 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 36532 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121527 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9916 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132178 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945152.000000 Penalty: 77880.085938
Iteration 358Q: 36 clusters Score -1.089452e+08 nChanged 58
Entering ConstructFrom: 
Score: -108945152.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (20991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Entering Unmasked Estep 
Score: -2635907.250000 Penalty: 1617.175415
	Iteration 0F: 2 clusters Score -2635907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2621648.500000 Penalty: 3234.350830
	Iteration 0F: 3 clusters Score -2621648 nChanged 9496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2626887.000000 Penalty: 3234.350830
	Iteration 1F: 3 clusters Score -2626887 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2627271.750000 Penalty: 3234.350830
	Iteration 2F: 3 clusters Score -2627272 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2627569.500000 Penalty: 3234.350830
	Iteration 3Q: 3 clusters Score -2627570 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2627844.250000 Penalty: 3234.350830
	Iteration 4Q: 3 clusters Score -2627844 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2628127.500000 Penalty: 3234.350830
	Iteration 5Q: 3 clusters Score -2628128 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2628421.750000 Penalty: 3234.350830
	Iteration 6Q: 3 clusters Score -2628422 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2628664.000000 Penalty: 3234.350830
	Iteration 7Q: 3 clusters Score -2628664 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2628891.750000 Penalty: 3234.350830
	Iteration 8Q: 3 clusters Score -2628892 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2629122.500000 Penalty: 3234.350830
	Iteration 9Q: 3 clusters Score -2629122 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2629334.000000 Penalty: 3234.350830
	Iteration 10Q: 3 clusters Score -2629334 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2629591.500000 Penalty: 3234.350830
	Iteration 11Q: 3 clusters Score -2629592 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2629887.000000 Penalty: 3234.350830
	Iteration 12Q: 3 clusters Score -2629887 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2630259.000000 Penalty: 3234.350830
	Iteration 13Q: 3 clusters Score -2630259 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2630750.500000 Penalty: 3234.350830
	Iteration 14Q: 3 clusters Score -2630750 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2631333.250000 Penalty: 3234.350830
	Iteration 15Q: 3 clusters Score -2631333 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2631984.750000 Penalty: 3234.350830
	Iteration 16Q: 3 clusters Score -2631985 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2632549.250000 Penalty: 3234.350830
	Iteration 17Q: 3 clusters Score -2632549 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2633000.750000 Penalty: 3234.350830
	Iteration 18Q: 3 clusters Score -2633001 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2633401.000000 Penalty: 3234.350830
	Iteration 19Q: 3 clusters Score -2633401 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2633740.750000 Penalty: 3234.350830
	Iteration 20F: 3 clusters Score -2633741 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2634008.750000 Penalty: 3234.350830
	Iteration 21Q: 3 clusters Score -2634009 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2634163.000000 Penalty: 3234.350830
	Iteration 22Q: 3 clusters Score -2634163 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2634249.500000 Penalty: 3234.350830
	Iteration 23Q: 3 clusters Score -2634250 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2634325.000000 Penalty: 3234.350830
	Iteration 24Q: 3 clusters Score -2634325 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2634373.250000 Penalty: 3234.350830
	Iteration 25Q: 3 clusters Score -2634373 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2634396.000000 Penalty: 3234.350830
	Iteration 26Q: 3 clusters Score -2634396 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2634421.750000 Penalty: 3234.350830
	Iteration 27Q: 3 clusters Score -2634422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2634435.500000 Penalty: 3234.350830
	Iteration 28Q: 3 clusters Score -2634436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2634462.750000 Penalty: 3234.350830
	Iteration 29Q: 3 clusters Score -2634463 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2634471.500000 Penalty: 3234.350830
	Iteration 30Q: 3 clusters Score -2634472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2634481.750000 Penalty: 3234.350830
	Iteration 31Q: 3 clusters Score -2634482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2634495.250000 Penalty: 3234.350830
	Iteration 32Q: 3 clusters Score -2634495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2634494.750000 Penalty: 3234.350830
	Iteration 33Q: 3 clusters Score -2634495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2634502.000000 Penalty: 3234.350830
	Iteration 34Q: 3 clusters Score -2634502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2634501.000000 Penalty: 3234.350830
	Iteration 35Q: 3 clusters Score -2634501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2634504.000000 Penalty: 3234.350830
	Iteration 36Q: 3 clusters Score -2634504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2634511.000000 Penalty: 3234.350830
	Iteration 37Q: 3 clusters Score -2634511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2634520.250000 Penalty: 3234.350830
	Iteration 38Q: 3 clusters Score -2634520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2634516.250000 Penalty: 3234.350830
	Iteration 39Q: 3 clusters Score -2634516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2634519.750000 Penalty: 3234.350830
	Iteration 40F: 3 clusters Score -2634520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2634525.000000 Penalty: 3234.350830
	Iteration 41Q: 3 clusters Score -2634525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2634524.500000 Penalty: 3234.350830
	Iteration 42Q: 3 clusters Score -2634524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2634524.750000 Penalty: 3234.350830
	Iteration 43Q: 3 clusters Score -2634525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2634526.000000 Penalty: 3234.350830
	Iteration 44Q: 3 clusters Score -2634526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2634523.250000 Penalty: 3234.350830
	Iteration 45Q: 3 clusters Score -2634523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2634522.500000 Penalty: 3234.350830
	Iteration 46Q: 3 clusters Score -2634522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2634522.500000 Penalty: 3234.350830
	Iteration 47F: 3 clusters Score -2634522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Entering Unmasked Estep 
Score: -594485.187500 Penalty: 1374.161865
	Iteration 0F: 2 clusters Score -594485.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -590679.687500 Penalty: 2748.323730
	Iteration 0F: 3 clusters Score -590679.7 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -591744.750000 Penalty: 2748.323730
	Iteration 1F: 3 clusters Score -591744.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -591964.250000 Penalty: 2748.323730
	Iteration 2F: 3 clusters Score -591964.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -592124.625000 Penalty: 2748.323730
	Iteration 3F: 3 clusters Score -592124.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -592237.687500 Penalty: 2748.323730
	Iteration 4Q: 3 clusters Score -592237.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -592348.062500 Penalty: 2748.323730
	Iteration 5Q: 3 clusters Score -592348.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -592449.687500 Penalty: 2748.323730
	Iteration 6Q: 3 clusters Score -592449.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -592555.000000 Penalty: 2748.323730
	Iteration 7Q: 3 clusters Score -592555 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -592661.375000 Penalty: 2748.323730
	Iteration 8Q: 3 clusters Score -592661.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -592761.687500 Penalty: 2748.323730
	Iteration 9Q: 3 clusters Score -592761.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -592862.687500 Penalty: 2748.323730
	Iteration 10Q: 3 clusters Score -592862.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -592946.062500 Penalty: 2748.323730
	Iteration 11Q: 3 clusters Score -592946.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -593003.250000 Penalty: 2748.323730
	Iteration 12Q: 3 clusters Score -593003.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -593034.625000 Penalty: 2748.323730
	Iteration 13Q: 3 clusters Score -593034.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -593047.687500 Penalty: 2748.323730
	Iteration 14Q: 3 clusters Score -593047.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -593054.625000 Penalty: 2748.323730
	Iteration 15Q: 3 clusters Score -593054.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -593059.375000 Penalty: 2748.323730
	Iteration 16Q: 3 clusters Score -593059.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -593064.000000 Penalty: 2748.323730
	Iteration 17Q: 3 clusters Score -593064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -593067.625000 Penalty: 2748.323730
	Iteration 18Q: 3 clusters Score -593067.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -593073.437500 Penalty: 2748.323730
	Iteration 19Q: 3 clusters Score -593073.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -593077.125000 Penalty: 2748.323730
	Iteration 20F: 3 clusters Score -593077.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -593081.687500 Penalty: 2748.323730
	Iteration 21Q: 3 clusters Score -593081.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -593082.750000 Penalty: 2748.323730
	Iteration 22Q: 3 clusters Score -593082.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -593084.875000 Penalty: 2748.323730
	Iteration 23Q: 3 clusters Score -593084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -593084.437500 Penalty: 2748.323730
	Iteration 24Q: 3 clusters Score -593084.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -593086.312500 Penalty: 2748.323730
	Iteration 25Q: 3 clusters Score -593086.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -593086.125000 Penalty: 2748.323730
	Iteration 26Q: 3 clusters Score -593086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -593086.125000 Penalty: 2748.323730
	Iteration 27F: 3 clusters Score -593086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -47626.894531 Penalty: 999.126160
	Iteration 0F: 2 clusters Score -47626.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46682.882812 Penalty: 1998.252319
	Iteration 0F: 3 clusters Score -46682.88 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46951.042969 Penalty: 1998.252319
	Iteration 1F: 3 clusters Score -46951.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47038.566406 Penalty: 1998.252319
	Iteration 2F: 3 clusters Score -47038.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47098.597656 Penalty: 1998.252319
	Iteration 3F: 3 clusters Score -47098.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -47147.671875 Penalty: 1998.252319
	Iteration 4Q: 3 clusters Score -47147.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -47169.359375 Penalty: 1998.252319
	Iteration 5Q: 3 clusters Score -47169.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47189.449219 Penalty: 1998.252319
	Iteration 6Q: 3 clusters Score -47189.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47251.847656 Penalty: 1998.252319
	Iteration 7Q: 3 clusters Score -47251.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -47269.808594 Penalty: 1998.252319
	Iteration 8Q: 3 clusters Score -47269.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -47280.546875 Penalty: 1998.252319
	Iteration 9Q: 3 clusters Score -47280.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47286.210938 Penalty: 1998.252319
	Iteration 10Q: 3 clusters Score -47286.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -47288.625000 Penalty: 1998.252319
	Iteration 11Q: 3 clusters Score -47288.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47301.625000 Penalty: 1998.252319
	Iteration 12Q: 3 clusters Score -47301.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47311.140625 Penalty: 1998.252319
	Iteration 13Q: 3 clusters Score -47311.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47312.476562 Penalty: 1998.252319
	Iteration 14Q: 3 clusters Score -47312.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47312.476562 Penalty: 1998.252319
	Iteration 15F: 3 clusters Score -47312.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Entering Unmasked Estep 
Score: -2486015.250000 Penalty: 1604.777100
	Iteration 0F: 2 clusters Score -2486015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2472851.250000 Penalty: 3209.554199
	Iteration 0F: 3 clusters Score -2472851 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2477584.250000 Penalty: 3209.554199
	Iteration 1F: 3 clusters Score -2477584 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2477918.750000 Penalty: 3209.554199
	Iteration 2Q: 3 clusters Score -2477919 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2478239.750000 Penalty: 3209.554199
	Iteration 3Q: 3 clusters Score -2478240 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2478571.500000 Penalty: 3209.554199
	Iteration 4Q: 3 clusters Score -2478572 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2478927.250000 Penalty: 3209.554199
	Iteration 5Q: 3 clusters Score -2478927 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2479301.500000 Penalty: 3209.554199
	Iteration 6Q: 3 clusters Score -2479302 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2479657.250000 Penalty: 3209.554199
	Iteration 7Q: 3 clusters Score -2479657 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2479975.500000 Penalty: 3209.554199
	Iteration 8Q: 3 clusters Score -2479976 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2480260.000000 Penalty: 3209.554199
	Iteration 9Q: 3 clusters Score -2480260 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2480514.500000 Penalty: 3209.554199
	Iteration 10Q: 3 clusters Score -2480514 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2480750.750000 Penalty: 3209.554199
	Iteration 11Q: 3 clusters Score -2480751 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2480936.000000 Penalty: 3209.554199
	Iteration 12Q: 3 clusters Score -2480936 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2481105.750000 Penalty: 3209.554199
	Iteration 13Q: 3 clusters Score -2481106 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2481254.750000 Penalty: 3209.554199
	Iteration 14Q: 3 clusters Score -2481255 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2481365.250000 Penalty: 3209.554199
	Iteration 15Q: 3 clusters Score -2481365 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2481456.750000 Penalty: 3209.554199
	Iteration 16Q: 3 clusters Score -2481457 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2481531.500000 Penalty: 3209.554199
	Iteration 17Q: 3 clusters Score -2481532 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2481602.750000 Penalty: 3209.554199
	Iteration 18Q: 3 clusters Score -2481603 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2481661.250000 Penalty: 3209.554199
	Iteration 19Q: 3 clusters Score -2481661 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2481723.500000 Penalty: 3209.554199
	Iteration 20F: 3 clusters Score -2481724 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2481804.000000 Penalty: 3209.554199
	Iteration 21Q: 3 clusters Score -2481804 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2481861.250000 Penalty: 3209.554199
	Iteration 22Q: 3 clusters Score -2481861 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2481901.500000 Penalty: 3209.554199
	Iteration 23Q: 3 clusters Score -2481902 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2481985.500000 Penalty: 3209.554199
	Iteration 24Q: 3 clusters Score -2481986 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2482089.250000 Penalty: 3209.554199
	Iteration 25Q: 3 clusters Score -2482089 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2482240.250000 Penalty: 3209.554199
	Iteration 26Q: 3 clusters Score -2482240 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2482455.000000 Penalty: 3209.554199
	Iteration 27Q: 3 clusters Score -2482455 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2482746.500000 Penalty: 3209.554199
	Iteration 28Q: 3 clusters Score -2482746 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2483084.250000 Penalty: 3209.554199
	Iteration 29Q: 3 clusters Score -2483084 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2483413.000000 Penalty: 3209.554199
	Iteration 30Q: 3 clusters Score -2483413 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2483751.250000 Penalty: 3209.554199
	Iteration 31Q: 3 clusters Score -2483751 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2484032.500000 Penalty: 3209.554199
	Iteration 32Q: 3 clusters Score -2484032 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2484220.250000 Penalty: 3209.554199
	Iteration 33Q: 3 clusters Score -2484220 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2484378.000000 Penalty: 3209.554199
	Iteration 34Q: 3 clusters Score -2484378 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2484479.000000 Penalty: 3209.554199
	Iteration 35Q: 3 clusters Score -2484479 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2484538.500000 Penalty: 3209.554199
	Iteration 36Q: 3 clusters Score -2484538 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2484582.750000 Penalty: 3209.554199
	Iteration 37Q: 3 clusters Score -2484583 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2484630.000000 Penalty: 3209.554199
	Iteration 38Q: 3 clusters Score -2484630 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2484676.750000 Penalty: 3209.554199
	Iteration 39Q: 3 clusters Score -2484677 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2484715.000000 Penalty: 3209.554199
	Iteration 40F: 3 clusters Score -2484715 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2484736.000000 Penalty: 3209.554199
	Iteration 41Q: 3 clusters Score -2484736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2484758.750000 Penalty: 3209.554199
	Iteration 42Q: 3 clusters Score -2484759 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2484770.250000 Penalty: 3209.554199
	Iteration 43Q: 3 clusters Score -2484770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2484787.750000 Penalty: 3209.554199
	Iteration 44Q: 3 clusters Score -2484788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2484799.250000 Penalty: 3209.554199
	Iteration 45Q: 3 clusters Score -2484799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2484809.000000 Penalty: 3209.554199
	Iteration 46Q: 3 clusters Score -2484809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2484828.750000 Penalty: 3209.554199
	Iteration 47Q: 3 clusters Score -2484829 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2484848.000000 Penalty: 3209.554199
	Iteration 48Q: 3 clusters Score -2484848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2484860.500000 Penalty: 3209.554199
	Iteration 49Q: 3 clusters Score -2484860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2484880.250000 Penalty: 3209.554199
	Iteration 50Q: 3 clusters Score -2484880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2484895.500000 Penalty: 3209.554199
	Iteration 51Q: 3 clusters Score -2484896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2484916.750000 Penalty: 3209.554199
	Iteration 52Q: 3 clusters Score -2484917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2484925.750000 Penalty: 3209.554199
	Iteration 53Q: 3 clusters Score -2484926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2484931.250000 Penalty: 3209.554199
	Iteration 54Q: 3 clusters Score -2484931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2484942.250000 Penalty: 3209.554199
	Iteration 55Q: 3 clusters Score -2484942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2484951.750000 Penalty: 3209.554199
	Iteration 56Q: 3 clusters Score -2484952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2484961.250000 Penalty: 3209.554199
	Iteration 57Q: 3 clusters Score -2484961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2484967.250000 Penalty: 3209.554199
	Iteration 58Q: 3 clusters Score -2484967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2484973.750000 Penalty: 3209.554199
	Iteration 59Q: 3 clusters Score -2484974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2484978.750000 Penalty: 3209.554199
	Iteration 60F: 3 clusters Score -2484979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2484983.750000 Penalty: 3209.554199
	Iteration 61Q: 3 clusters Score -2484984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2484984.250000 Penalty: 3209.554199
	Iteration 62Q: 3 clusters Score -2484984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2484984.250000 Penalty: 3209.554199
	Iteration 63Q: 3 clusters Score -2484984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2484983.250000 Penalty: 3209.554199
	Iteration 64Q: 3 clusters Score -2484983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2484981.750000 Penalty: 3209.554199
	Iteration 65Q: 3 clusters Score -2484982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2484986.250000 Penalty: 3209.554199
	Iteration 66Q: 3 clusters Score -2484986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2484985.250000 Penalty: 3209.554199
	Iteration 67Q: 3 clusters Score -2484985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2484984.750000 Penalty: 3209.554199
	Iteration 68Q: 3 clusters Score -2484985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2484984.750000 Penalty: 3209.554199
	Iteration 69F: 3 clusters Score -2484985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Entering Unmasked Estep 
Score: -169080.078125 Penalty: 1177.650635
	Iteration 0F: 2 clusters Score -169080.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -167375.156250 Penalty: 2355.301270
	Iteration 0F: 3 clusters Score -167375.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -167727.781250 Penalty: 2355.301270
	Iteration 1F: 3 clusters Score -167727.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -167823.906250 Penalty: 2355.301270
	Iteration 2F: 3 clusters Score -167823.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -167877.921875 Penalty: 2355.301270
	Iteration 3Q: 3 clusters Score -167877.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -167903.125000 Penalty: 2355.301270
	Iteration 4Q: 3 clusters Score -167903.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -167921.281250 Penalty: 2355.301270
	Iteration 5Q: 3 clusters Score -167921.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -167936.921875 Penalty: 2355.301270
	Iteration 6Q: 3 clusters Score -167936.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -167952.078125 Penalty: 2355.301270
	Iteration 7Q: 3 clusters Score -167952.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -167961.515625 Penalty: 2355.301270
	Iteration 8Q: 3 clusters Score -167961.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -167968.625000 Penalty: 2355.301270
	Iteration 9Q: 3 clusters Score -167968.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -167971.281250 Penalty: 2355.301270
	Iteration 10Q: 3 clusters Score -167971.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -167971.796875 Penalty: 2355.301270
	Iteration 11Q: 3 clusters Score -167971.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -167971.796875 Penalty: 2355.301270
	Iteration 12F: 3 clusters Score -167971.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Entering Unmasked Estep 
Score: -3589848.000000 Penalty: 1665.874512
	Iteration 0F: 2 clusters Score -3589848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3570803.500000 Penalty: 3331.749023
	Iteration 0F: 3 clusters Score -3570804 nChanged 12896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3577996.250000 Penalty: 3331.749023
	Iteration 1F: 3 clusters Score -3577996 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3578367.750000 Penalty: 3331.749023
	Iteration 2Q: 3 clusters Score -3578368 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3578682.750000 Penalty: 3331.749023
	Iteration 3Q: 3 clusters Score -3578683 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3579062.000000 Penalty: 3331.749023
	Iteration 4Q: 3 clusters Score -3579062 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3579493.250000 Penalty: 3331.749023
	Iteration 5Q: 3 clusters Score -3579493 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3580046.500000 Penalty: 3331.749023
	Iteration 6Q: 3 clusters Score -3580046 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3580702.000000 Penalty: 3331.749023
	Iteration 7Q: 3 clusters Score -3580702 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3581427.500000 Penalty: 3331.749023
	Iteration 8Q: 3 clusters Score -3581428 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3582289.250000 Penalty: 3331.749023
	Iteration 9Q: 3 clusters Score -3582289 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3583188.500000 Penalty: 3331.749023
	Iteration 10Q: 3 clusters Score -3583188 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -3583992.500000 Penalty: 3331.749023
	Iteration 11Q: 3 clusters Score -3583992 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3584523.000000 Penalty: 3331.749023
	Iteration 12Q: 3 clusters Score -3584523 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -3584851.500000 Penalty: 3331.749023
	Iteration 13Q: 3 clusters Score -3584852 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3585036.000000 Penalty: 3331.749023
	Iteration 14Q: 3 clusters Score -3585036 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3585168.000000 Penalty: 3331.749023
	Iteration 15Q: 3 clusters Score -3585168 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3585265.000000 Penalty: 3331.749023
	Iteration 16Q: 3 clusters Score -3585265 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3585374.250000 Penalty: 3331.749023
	Iteration 17Q: 3 clusters Score -3585374 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3585473.750000 Penalty: 3331.749023
	Iteration 18Q: 3 clusters Score -3585474 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3585558.750000 Penalty: 3331.749023
	Iteration 19Q: 3 clusters Score -3585559 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3585668.250000 Penalty: 3331.749023
	Iteration 20F: 3 clusters Score -3585668 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3585747.000000 Penalty: 3331.749023
	Iteration 21Q: 3 clusters Score -3585747 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3585807.250000 Penalty: 3331.749023
	Iteration 22Q: 3 clusters Score -3585807 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3585849.500000 Penalty: 3331.749023
	Iteration 23Q: 3 clusters Score -3585850 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3585898.750000 Penalty: 3331.749023
	Iteration 24Q: 3 clusters Score -3585899 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3585949.750000 Penalty: 3331.749023
	Iteration 25Q: 3 clusters Score -3585950 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3585973.750000 Penalty: 3331.749023
	Iteration 26Q: 3 clusters Score -3585974 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3585995.500000 Penalty: 3331.749023
	Iteration 27Q: 3 clusters Score -3585996 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -3586024.500000 Penalty: 3331.749023
	Iteration 28Q: 3 clusters Score -3586024 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3586040.750000 Penalty: 3331.749023
	Iteration 29Q: 3 clusters Score -3586041 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -3586045.500000 Penalty: 3331.749023
	Iteration 30Q: 3 clusters Score -3586046 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3586052.250000 Penalty: 3331.749023
	Iteration 31Q: 3 clusters Score -3586052 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3586085.250000 Penalty: 3331.749023
	Iteration 32Q: 3 clusters Score -3586085 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3586094.250000 Penalty: 3331.749023
	Iteration 33Q: 3 clusters Score -3586094 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3586101.750000 Penalty: 3331.749023
	Iteration 34Q: 3 clusters Score -3586102 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3586119.000000 Penalty: 3331.749023
	Iteration 35Q: 3 clusters Score -3586119 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3586122.250000 Penalty: 3331.749023
	Iteration 36Q: 3 clusters Score -3586122 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3586134.250000 Penalty: 3331.749023
	Iteration 37Q: 3 clusters Score -3586134 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -3586153.500000 Penalty: 3331.749023
	Iteration 38Q: 3 clusters Score -3586154 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3586160.000000 Penalty: 3331.749023
	Iteration 39Q: 3 clusters Score -3586160 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -3586163.500000 Penalty: 3331.749023
	Iteration 40F: 3 clusters Score -3586164 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -3586166.750000 Penalty: 3331.749023
	Iteration 41Q: 3 clusters Score -3586167 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -3586192.500000 Penalty: 3331.749023
	Iteration 42Q: 3 clusters Score -3586192 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3586194.000000 Penalty: 3331.749023
	Iteration 43Q: 3 clusters Score -3586194 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -3586195.750000 Penalty: 3331.749023
	Iteration 44Q: 3 clusters Score -3586196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3586200.000000 Penalty: 3331.749023
	Iteration 45Q: 3 clusters Score -3586200 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3586209.250000 Penalty: 3331.749023
	Iteration 46Q: 3 clusters Score -3586209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -3586207.000000 Penalty: 3331.749023
	Iteration 47Q: 3 clusters Score -3586207 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3586203.000000 Penalty: 3331.749023
	Iteration 48Q: 3 clusters Score -3586203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -3586200.000000 Penalty: 3331.749023
	Iteration 49Q: 3 clusters Score -3586200 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -3586213.750000 Penalty: 3331.749023
	Iteration 50Q: 3 clusters Score -3586214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3586220.000000 Penalty: 3331.749023
	Iteration 51Q: 3 clusters Score -3586220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3586232.250000 Penalty: 3331.749023
	Iteration 52Q: 3 clusters Score -3586232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3586244.250000 Penalty: 3331.749023
	Iteration 53Q: 3 clusters Score -3586244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3586236.250000 Penalty: 3331.749023
	Iteration 54Q: 3 clusters Score -3586236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3586231.500000 Penalty: 3331.749023
	Iteration 55Q: 3 clusters Score -3586232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3586235.500000 Penalty: 3331.749023
	Iteration 56Q: 3 clusters Score -3586236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3586246.000000 Penalty: 3331.749023
	Iteration 57Q: 3 clusters Score -3586246 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3586248.500000 Penalty: 3331.749023
	Iteration 58Q: 3 clusters Score -3586248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -3586264.500000 Penalty: 3331.749023
	Iteration 59Q: 3 clusters Score -3586264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3586270.750000 Penalty: 3331.749023
	Iteration 60F: 3 clusters Score -3586271 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3586277.250000 Penalty: 3331.749023
	Iteration 61Q: 3 clusters Score -3586277 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3586270.750000 Penalty: 3331.749023
	Iteration 62Q: 3 clusters Score -3586271 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -3586283.750000 Penalty: 3331.749023
	Iteration 63Q: 3 clusters Score -3586284 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3586296.250000 Penalty: 3331.749023
	Iteration 64Q: 3 clusters Score -3586296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3586293.750000 Penalty: 3331.749023
	Iteration 65Q: 3 clusters Score -3586294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3586297.750000 Penalty: 3331.749023
	Iteration 66Q: 3 clusters Score -3586298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3586306.250000 Penalty: 3331.749023
	Iteration 67Q: 3 clusters Score -3586306 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3586311.000000 Penalty: 3331.749023
	Iteration 68Q: 3 clusters Score -3586311 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3586317.500000 Penalty: 3331.749023
	Iteration 69Q: 3 clusters Score -3586318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3586314.000000 Penalty: 3331.749023
	Iteration 70Q: 3 clusters Score -3586314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3586315.750000 Penalty: 3331.749023
	Iteration 71Q: 3 clusters Score -3586316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -3586313.000000 Penalty: 3331.749023
	Iteration 72Q: 3 clusters Score -3586313 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -3586319.250000 Penalty: 3331.749023
	Iteration 73Q: 3 clusters Score -3586319 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -3586329.000000 Penalty: 3331.749023
	Iteration 74Q: 3 clusters Score -3586329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3586337.750000 Penalty: 3331.749023
	Iteration 75Q: 3 clusters Score -3586338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3586330.750000 Penalty: 3331.749023
	Iteration 76Q: 3 clusters Score -3586331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3586339.750000 Penalty: 3331.749023
	Iteration 77Q: 3 clusters Score -3586340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -3586337.750000 Penalty: 3331.749023
	Iteration 78Q: 3 clusters Score -3586338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3586337.500000 Penalty: 3331.749023
	Iteration 79Q: 3 clusters Score -3586338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3586341.750000 Penalty: 3331.749023
	Iteration 80F: 3 clusters Score -3586342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3586350.500000 Penalty: 3331.749023
	Iteration 81Q: 3 clusters Score -3586350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -3586349.250000 Penalty: 3331.749023
	Iteration 82Q: 3 clusters Score -3586349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -3586351.000000 Penalty: 3331.749023
	Iteration 83Q: 3 clusters Score -3586351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3586347.250000 Penalty: 3331.749023
	Iteration 84Q: 3 clusters Score -3586347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -3586353.250000 Penalty: 3331.749023
	Iteration 85Q: 3 clusters Score -3586353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -3586354.250000 Penalty: 3331.749023
	Iteration 86Q: 3 clusters Score -3586354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3586353.000000 Penalty: 3331.749023
	Iteration 87Q: 3 clusters Score -3586353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -3586352.250000 Penalty: 3331.749023
	Iteration 88Q: 3 clusters Score -3586352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3586353.250000 Penalty: 3331.749023
	Iteration 89Q: 3 clusters Score -3586353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3586357.500000 Penalty: 3331.749023
	Iteration 90Q: 3 clusters Score -3586358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -3586372.500000 Penalty: 3331.749023
	Iteration 91Q: 3 clusters Score -3586372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -3586364.750000 Penalty: 3331.749023
	Iteration 92Q: 3 clusters Score -3586365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3586369.250000 Penalty: 3331.749023
	Iteration 93Q: 3 clusters Score -3586369 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -3586372.750000 Penalty: 3331.749023
	Iteration 94Q: 3 clusters Score -3586373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3586376.750000 Penalty: 3331.749023
	Iteration 95Q: 3 clusters Score -3586377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3586390.250000 Penalty: 3331.749023
	Iteration 96Q: 3 clusters Score -3586390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3586397.000000 Penalty: 3331.749023
	Iteration 97Q: 3 clusters Score -3586397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3586398.250000 Penalty: 3331.749023
	Iteration 98Q: 3 clusters Score -3586398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -3586400.750000 Penalty: 3331.749023
	Iteration 99Q: 3 clusters Score -3586401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -3586405.500000 Penalty: 3331.749023
	Iteration 100F: 3 clusters Score -3586406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3586403.750000 Penalty: 3331.749023
	Iteration 101Q: 3 clusters Score -3586404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -3586409.750000 Penalty: 3331.749023
	Iteration 102Q: 3 clusters Score -3586410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -3586408.000000 Penalty: 3331.749023
	Iteration 103Q: 3 clusters Score -3586408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -3586400.250000 Penalty: 3331.749023
	Iteration 104Q: 3 clusters Score -3586400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3586409.000000 Penalty: 3331.749023
	Iteration 105Q: 3 clusters Score -3586409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -3586414.000000 Penalty: 3331.749023
	Iteration 106Q: 3 clusters Score -3586414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3586421.000000 Penalty: 3331.749023
	Iteration 107Q: 3 clusters Score -3586421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -3586415.750000 Penalty: 3331.749023
	Iteration 108Q: 3 clusters Score -3586416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -3586425.750000 Penalty: 3331.749023
	Iteration 109Q: 3 clusters Score -3586426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3586432.500000 Penalty: 3331.749023
	Iteration 110Q: 3 clusters Score -3586432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -3586435.250000 Penalty: 3331.749023
	Iteration 111Q: 3 clusters Score -3586435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -3586439.750000 Penalty: 3331.749023
	Iteration 112Q: 3 clusters Score -3586440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3586436.250000 Penalty: 3331.749023
	Iteration 113Q: 3 clusters Score -3586436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3586438.750000 Penalty: 3331.749023
	Iteration 114Q: 3 clusters Score -3586439 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3586436.750000 Penalty: 3331.749023
	Iteration 115Q: 3 clusters Score -3586437 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3586445.250000 Penalty: 3331.749023
	Iteration 116Q: 3 clusters Score -3586445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -3586447.250000 Penalty: 3331.749023
	Iteration 117Q: 3 clusters Score -3586447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3586449.000000 Penalty: 3331.749023
	Iteration 118Q: 3 clusters Score -3586449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3586461.000000 Penalty: 3331.749023
	Iteration 119Q: 3 clusters Score -3586461 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3586463.250000 Penalty: 3331.749023
	Iteration 120F: 3 clusters Score -3586463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -3586470.750000 Penalty: 3331.749023
	Iteration 121Q: 3 clusters Score -3586471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3586473.250000 Penalty: 3331.749023
	Iteration 122Q: 3 clusters Score -3586473 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3586459.750000 Penalty: 3331.749023
	Iteration 123Q: 3 clusters Score -3586460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -3586478.500000 Penalty: 3331.749023
	Iteration 124Q: 3 clusters Score -3586478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -3586475.500000 Penalty: 3331.749023
	Iteration 125Q: 3 clusters Score -3586476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3586484.500000 Penalty: 3331.749023
	Iteration 126Q: 3 clusters Score -3586484 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -3586498.750000 Penalty: 3331.749023
	Iteration 127Q: 3 clusters Score -3586499 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3586501.500000 Penalty: 3331.749023
	Iteration 128Q: 3 clusters Score -3586502 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3586511.750000 Penalty: 3331.749023
	Iteration 129Q: 3 clusters Score -3586512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3586516.000000 Penalty: 3331.749023
	Iteration 130Q: 3 clusters Score -3586516 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -3586514.250000 Penalty: 3331.749023
	Iteration 131Q: 3 clusters Score -3586514 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3586518.750000 Penalty: 3331.749023
	Iteration 132Q: 3 clusters Score -3586519 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -3586528.000000 Penalty: 3331.749023
	Iteration 133Q: 3 clusters Score -3586528 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3586539.250000 Penalty: 3331.749023
	Iteration 134Q: 3 clusters Score -3586539 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -3586555.500000 Penalty: 3331.749023
	Iteration 135Q: 3 clusters Score -3586556 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -3586560.750000 Penalty: 3331.749023
	Iteration 136Q: 3 clusters Score -3586561 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3586588.500000 Penalty: 3331.749023
	Iteration 137Q: 3 clusters Score -3586588 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3586588.000000 Penalty: 3331.749023
	Iteration 138Q: 3 clusters Score -3586588 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3586605.250000 Penalty: 3331.749023
	Iteration 139Q: 3 clusters Score -3586605 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -3586627.500000 Penalty: 3331.749023
	Iteration 140F: 3 clusters Score -3586628 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -3586643.000000 Penalty: 3331.749023
	Iteration 141Q: 3 clusters Score -3586643 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3586660.250000 Penalty: 3331.749023
	Iteration 142Q: 3 clusters Score -3586660 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3586674.750000 Penalty: 3331.749023
	Iteration 143Q: 3 clusters Score -3586675 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3586688 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3586700.250000 Penalty: 3331.749023
	Iteration 145Q: 3 clusters Score -3586700 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3586723.500000 Penalty: 3331.749023
	Iteration 146Q: 3 clusters Score -3586724 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3586756.000000 Penalty: 3331.749023
	Iteration 147Q: 3 clusters Score -3586756 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3586773.750000 Penalty: 3331.749023
	Iteration 148Q: 3 clusters Score -3586774 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3586798.000000 Penalty: 3331.749023
	Iteration 149Q: 3 clusters Score -3586798 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -3586808.000000 Penalty: 3331.749023
	Iteration 150Q: 3 clusters Score -3586808 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3586846.500000 Penalty: 3331.749023
	Iteration 151Q: 3 clusters Score -3586846 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3586899.500000 Penalty: 3331.749023
	Iteration 152Q: 3 clusters Score -3586900 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3586937.000000 Penalty: 3331.749023
	Iteration 153Q: 3 clusters Score -3586937 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3586969.500000 Penalty: 3331.749023
	Iteration 154Q: 3 clusters Score -3586970 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3587017.750000 Penalty: 3331.749023
	Iteration 155Q: 3 clusters Score -3587018 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3587069.500000 Penalty: 3331.749023
	Iteration 156Q: 3 clusters Score -3587070 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3587120.500000 Penalty: 3331.749023
	Iteration 157Q: 3 clusters Score -3587120 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3587169.250000 Penalty: 3331.749023
	Iteration 158Q: 3 clusters Score -3587169 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3587243.500000 Penalty: 3331.749023
	Iteration 159Q: 3 clusters Score -3587244 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3587308.250000 Penalty: 3331.749023
	Iteration 160F: 3 clusters Score -3587308 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -3587351.750000 Penalty: 3331.749023
	Iteration 161Q: 3 clusters Score -3587352 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3587433.250000 Penalty: 3331.749023
	Iteration 162Q: 3 clusters Score -3587433 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3587510.500000 Penalty: 3331.749023
	Iteration 163Q: 3 clusters Score -3587510 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3587613.500000 Penalty: 3331.749023
	Iteration 164Q: 3 clusters Score -3587614 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3587702.500000 Penalty: 3331.749023
	Iteration 165Q: 3 clusters Score -3587702 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3587788.250000 Penalty: 3331.749023
	Iteration 166Q: 3 clusters Score -3587788 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3587887.750000 Penalty: 3331.749023
	Iteration 167Q: 3 clusters Score -3587888 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3587988.000000 Penalty: 3331.749023
	Iteration 168Q: 3 clusters Score -3587988 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3588088.500000 Penalty: 3331.749023
	Iteration 169Q: 3 clusters Score -3588088 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3588164.750000 Penalty: 3331.749023
	Iteration 170Q: 3 clusters Score -3588165 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -3588209.750000 Penalty: 3331.749023
	Iteration 171Q: 3 clusters Score -3588210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3588258.500000 Penalty: 3331.749023
	Iteration 172Q: 3 clusters Score -3588258 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3588299.500000 Penalty: 3331.749023
	Iteration 173Q: 3 clusters Score -3588300 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3588331.500000 Penalty: 3331.749023
	Iteration 174Q: 3 clusters Score -3588332 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3588348.000000 Penalty: 3331.749023
	Iteration 175Q: 3 clusters Score -3588348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3588367.500000 Penalty: 3331.749023
	Iteration 176Q: 3 clusters Score -3588368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3588389.000000 Penalty: 3331.749023
	Iteration 177Q: 3 clusters Score -3588389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3588412.250000 Penalty: 3331.749023
	Iteration 178Q: 3 clusters Score -3588412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3588437.750000 Penalty: 3331.749023
	Iteration 179Q: 3 clusters Score -3588438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3588473.000000 Penalty: 3331.749023
	Iteration 180F: 3 clusters Score -3588473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -3588492.750000 Penalty: 3331.749023
	Iteration 181Q: 3 clusters Score -3588493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3588495.750000 Penalty: 3331.749023
	Iteration 182Q: 3 clusters Score -3588496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3588519.500000 Penalty: 3331.749023
	Iteration 183Q: 3 clusters Score -3588520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -3588538.250000 Penalty: 3331.749023
	Iteration 184Q: 3 clusters Score -3588538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3588561.750000 Penalty: 3331.749023
	Iteration 185Q: 3 clusters Score -3588562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3588576.000000 Penalty: 3331.749023
	Iteration 186Q: 3 clusters Score -3588576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -3588591.000000 Penalty: 3331.749023
	Iteration 187Q: 3 clusters Score -3588591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3588610.250000 Penalty: 3331.749023
	Iteration 188Q: 3 clusters Score -3588610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -3588626.500000 Penalty: 3331.749023
	Iteration 189Q: 3 clusters Score -3588626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3588628.500000 Penalty: 3331.749023
	Iteration 190Q: 3 clusters Score -3588628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -3588646.000000 Penalty: 3331.749023
	Iteration 191Q: 3 clusters Score -3588646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3588661.750000 Penalty: 3331.749023
	Iteration 192Q: 3 clusters Score -3588662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -3588666.750000 Penalty: 3331.749023
	Iteration 193Q: 3 clusters Score -3588667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3588684.000000 Penalty: 3331.749023
	Iteration 194Q: 3 clusters Score -3588684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3588690.750000 Penalty: 3331.749023
	Iteration 195Q: 3 clusters Score -3588691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -3588694.000000 Penalty: 3331.749023
	Iteration 196Q: 3 clusters Score -3588694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3588699.250000 Penalty: 3331.749023
	Iteration 197Q: 3 clusters Score -3588699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -3588708.000000 Penalty: 3331.749023
	Iteration 198Q: 3 clusters Score -3588708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3588713.000000 Penalty: 3331.749023
	Iteration 199Q: 3 clusters Score -3588713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3588717.500000 Penalty: 3331.749023
	Iteration 200F: 3 clusters Score -3588718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3588716.750000 Penalty: 3331.749023
	Iteration 201Q: 3 clusters Score -3588717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -3588721.000000 Penalty: 3331.749023
	Iteration 202Q: 3 clusters Score -3588721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3588724.000000 Penalty: 3331.749023
	Iteration 203Q: 3 clusters Score -3588724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3588726.500000 Penalty: 3331.749023
	Iteration 204Q: 3 clusters Score -3588726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3588726.500000 Penalty: 3331.749023
	Iteration 205F: 3 clusters Score -3588726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Entering Unmasked Estep 
Score: -11066518.000000 Penalty: 1847.240479
	Iteration 0F: 2 clusters Score -1.106652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -11009514.000000 Penalty: 3694.480957
	Iteration 0F: 3 clusters Score -1.100951e+07 nChanged 41389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -11032990.000000 Penalty: 3694.480957
	Iteration 1F: 3 clusters Score -1.103299e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -11033636.000000 Penalty: 3694.480957
	Iteration 2Q: 3 clusters Score -1.103364e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -11034347.000000 Penalty: 3694.480957
	Iteration 3Q: 3 clusters Score -1.103435e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -11035502.000000 Penalty: 3694.480957
	Iteration 4Q: 3 clusters Score -1.10355e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -11037474.000000 Penalty: 3694.480957
	Iteration 5F: 3 clusters Score -1.103747e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -11040504.000000 Penalty: 3694.480957
	Iteration 6F: 3 clusters Score -1.10405e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60259 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -11044203.000000 Penalty: 3694.480957
	Iteration 7F: 3 clusters Score -1.10442e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -11048410.000000 Penalty: 3694.480957
	Iteration 8F: 3 clusters Score -1.104841e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -11052437.000000 Penalty: 3694.480957
	Iteration 9F: 3 clusters Score -1.105244e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -11056086.000000 Penalty: 3694.480957
	Iteration 10F: 3 clusters Score -1.105609e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -11059174.000000 Penalty: 3694.480957
	Iteration 11Q: 3 clusters Score -1.105917e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -11061766.000000 Penalty: 3694.480957
	Iteration 12Q: 3 clusters Score -1.106177e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84560 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -11063326.000000 Penalty: 3694.480957
	Iteration 13Q: 3 clusters Score -1.106333e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85521 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -11064189.000000 Penalty: 3694.480957
	Iteration 14Q: 3 clusters Score -1.106419e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85936 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11064604.000000 Penalty: 3694.480957
	Iteration 15Q: 3 clusters Score -1.10646e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86079 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -11064771.000000 Penalty: 3694.480957
	Iteration 16Q: 3 clusters Score -1.106477e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -11064886.000000 Penalty: 3694.480957
	Iteration 17Q: 3 clusters Score -1.106489e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -11064950.000000 Penalty: 3694.480957
	Iteration 18Q: 3 clusters Score -1.106495e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86186 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11064983.000000 Penalty: 3694.480957
	Iteration 19Q: 3 clusters Score -1.106498e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -11065017.000000 Penalty: 3694.480957
	Iteration 20F: 3 clusters Score -1.106502e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11065053.000000 Penalty: 3694.480957
	Iteration 21Q: 3 clusters Score -1.106505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11065057.000000 Penalty: 3694.480957
	Iteration 22Q: 3 clusters Score -1.106506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11065073.000000 Penalty: 3694.480957
	Iteration 23Q: 3 clusters Score -1.106507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11065093.000000 Penalty: 3694.480957
	Iteration 24Q: 3 clusters Score -1.106509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11065104.000000 Penalty: 3694.480957
	Iteration 25Q: 3 clusters Score -1.10651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86212 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11065112.000000 Penalty: 3694.480957
	Iteration 26Q: 3 clusters Score -1.106511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11065122.000000 Penalty: 3694.480957
	Iteration 27Q: 3 clusters Score -1.106512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86215 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -11065129.000000 Penalty: 3694.480957
	Iteration 28Q: 3 clusters Score -1.106513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -11065137.000000 Penalty: 3694.480957
	Iteration 29Q: 3 clusters Score -1.106514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86212 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11065142.000000 Penalty: 3694.480957
	Iteration 30Q: 3 clusters Score -1.106514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11065140.000000 Penalty: 3694.480957
	Iteration 31Q: 3 clusters Score -1.106514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11065141.000000 Penalty: 3694.480957
	Iteration 32Q: 3 clusters Score -1.106514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11065148.000000 Penalty: 3694.480957
	Iteration 33Q: 3 clusters Score -1.106515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86212 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11065151.000000 Penalty: 3694.480957
	Iteration 34Q: 3 clusters Score -1.106515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11065159.000000 Penalty: 3694.480957
	Iteration 35Q: 3 clusters Score -1.106516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -11065164.000000 Penalty: 3694.480957
	Iteration 36Q: 3 clusters Score -1.106516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86217 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -11065165.000000 Penalty: 3694.480957
	Iteration 37Q: 3 clusters Score -1.106516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86217 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -11065180.000000 Penalty: 3694.480957
	Iteration 38Q: 3 clusters Score -1.106518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -11065178.000000 Penalty: 3694.480957
	Iteration 39Q: 3 clusters Score -1.106518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86219 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -11065183.000000 Penalty: 3694.480957
	Iteration 40F: 3 clusters Score -1.106518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86221 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11065183.000000 Penalty: 3694.480957
	Iteration 41Q: 3 clusters Score -1.106518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86222 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -11065189.000000 Penalty: 3694.480957
	Iteration 42Q: 3 clusters Score -1.106519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86222 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -11065189.000000 Penalty: 3694.480957
	Iteration 43F: 3 clusters Score -1.106519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -23193.689453 Penalty: 904.856018
	Iteration 0F: 2 clusters Score -23193.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22469.509766 Penalty: 1809.712036
	Iteration 0F: 3 clusters Score -22469.51 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22773.087891 Penalty: 1809.712036
	Iteration 1F: 3 clusters Score -22773.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22973.933594 Penalty: 1809.712036
	Iteration 2F: 3 clusters Score -22973.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23098.582031 Penalty: 1809.712036
	Iteration 3F: 3 clusters Score -23098.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23192.197266 Penalty: 1809.712036
	Iteration 4Q: 3 clusters Score -23192.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23297.044922 Penalty: 1809.712036
	Iteration 5Q: 3 clusters Score -23297.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23311.519531 Penalty: 1809.712036
	Iteration 6Q: 3 clusters Score -23311.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23326.070312 Penalty: 1809.712036
	Iteration 7Q: 3 clusters Score -23326.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23326.070312 Penalty: 1809.712036
	Iteration 8F: 3 clusters Score -23326.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28326 members 
Mstep: Class 7 contains 86477 members 
Mstep: Class 8 contains 89 members 
Mstep: Class 9 contains 10222 members 
Mstep: Class 10 contains 54870 members 
Mstep: Class 11 contains 139975 members 
Mstep: Class 12 contains 36777 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 10432 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7718 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 53354 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4231 members 
Mstep: Class 26 contains 4636 members 
Mstep: Class 27 contains 36531 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121529 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9917 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132174 members 
Mstep: Class 35 contains 233 members 
Mstep: Class 36 contains 173 members 
Entering Unmasked Estep 
Score: -108944048.000000 Penalty: 80105.234375
Splitting cluster 8 changes total score from -108945152.000000 to -108944048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (10222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Entering Unmasked Estep 
Score: -1192111.125000 Penalty: 1500.248413
	Iteration 0F: 2 clusters Score -1192111 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 5070 members 
Entering Unmasked Estep 
Score: -1184851.875000 Penalty: 3000.496826
	Iteration 0F: 3 clusters Score -1184852 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1187250.625000 Penalty: 3000.496826
	Iteration 1F: 3 clusters Score -1187251 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1187632.000000 Penalty: 3000.496826
	Iteration 2F: 3 clusters Score -1187632 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1187997.250000 Penalty: 3000.496826
	Iteration 3F: 3 clusters Score -1187997 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1188347.625000 Penalty: 3000.496826
	Iteration 4F: 3 clusters Score -1188348 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1188685.375000 Penalty: 3000.496826
	Iteration 5F: 3 clusters Score -1188685 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1189009.750000 Penalty: 3000.496826
	Iteration 6F: 3 clusters Score -1189010 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1189253.375000 Penalty: 3000.496826
	Iteration 7Q: 3 clusters Score -1189253 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1189415.250000 Penalty: 3000.496826
	Iteration 8Q: 3 clusters Score -1189415 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1189548.625000 Penalty: 3000.496826
	Iteration 9Q: 3 clusters Score -1189549 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1189665.125000 Penalty: 3000.496826
	Iteration 10Q: 3 clusters Score -1189665 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1189803.750000 Penalty: 3000.496826
	Iteration 11Q: 3 clusters Score -1189804 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1189930.250000 Penalty: 3000.496826
	Iteration 12Q: 3 clusters Score -1189930 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1190071.125000 Penalty: 3000.496826
	Iteration 13Q: 3 clusters Score -1190071 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1190172.500000 Penalty: 3000.496826
	Iteration 14Q: 3 clusters Score -1190172 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1190254.125000 Penalty: 3000.496826
	Iteration 15Q: 3 clusters Score -1190254 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1190309.500000 Penalty: 3000.496826
	Iteration 16Q: 3 clusters Score -1190310 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1190358.500000 Penalty: 3000.496826
	Iteration 17Q: 3 clusters Score -1190358 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1190401.875000 Penalty: 3000.496826
	Iteration 18Q: 3 clusters Score -1190402 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1190428.250000 Penalty: 3000.496826
	Iteration 19Q: 3 clusters Score -1190428 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1190457.500000 Penalty: 3000.496826
	Iteration 20F: 3 clusters Score -1190458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1190481.375000 Penalty: 3000.496826
	Iteration 21Q: 3 clusters Score -1190481 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1190505.875000 Penalty: 3000.496826
	Iteration 22Q: 3 clusters Score -1190506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1190524.375000 Penalty: 3000.496826
	Iteration 23Q: 3 clusters Score -1190524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1190540.250000 Penalty: 3000.496826
	Iteration 24Q: 3 clusters Score -1190540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1190559.500000 Penalty: 3000.496826
	Iteration 25Q: 3 clusters Score -1190560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1190578.000000 Penalty: 3000.496826
	Iteration 26Q: 3 clusters Score -1190578 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1190599.375000 Penalty: 3000.496826
	Iteration 27Q: 3 clusters Score -1190599 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1190621.125000 Penalty: 3000.496826
	Iteration 28Q: 3 clusters Score -1190621 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1190647.875000 Penalty: 3000.496826
	Iteration 29Q: 3 clusters Score -1190648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1190669.250000 Penalty: 3000.496826
	Iteration 30Q: 3 clusters Score -1190669 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1190689.125000 Penalty: 3000.496826
	Iteration 31Q: 3 clusters Score -1190689 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1190709.250000 Penalty: 3000.496826
	Iteration 32Q: 3 clusters Score -1190709 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1190721.000000 Penalty: 3000.496826
	Iteration 33Q: 3 clusters Score -1190721 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1190739.625000 Penalty: 3000.496826
	Iteration 34Q: 3 clusters Score -1190740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1190757.875000 Penalty: 3000.496826
	Iteration 35Q: 3 clusters Score -1190758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1190774.750000 Penalty: 3000.496826
	Iteration 36Q: 3 clusters Score -1190775 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1190787.250000 Penalty: 3000.496826
	Iteration 37Q: 3 clusters Score -1190787 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1190798.875000 Penalty: 3000.496826
	Iteration 38Q: 3 clusters Score -1190799 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1190807.875000 Penalty: 3000.496826
	Iteration 39Q: 3 clusters Score -1190808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1190816.375000 Penalty: 3000.496826
	Iteration 40F: 3 clusters Score -1190816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1190824.125000 Penalty: 3000.496826
	Iteration 41Q: 3 clusters Score -1190824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1190830.250000 Penalty: 3000.496826
	Iteration 42Q: 3 clusters Score -1190830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1190836.125000 Penalty: 3000.496826
	Iteration 43Q: 3 clusters Score -1190836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1190839.125000 Penalty: 3000.496826
	Iteration 44Q: 3 clusters Score -1190839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1190841.000000 Penalty: 3000.496826
	Iteration 45Q: 3 clusters Score -1190841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1190844.000000 Penalty: 3000.496826
	Iteration 46Q: 3 clusters Score -1190844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1190844.250000 Penalty: 3000.496826
	Iteration 47Q: 3 clusters Score -1190844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1190844.625000 Penalty: 3000.496826
	Iteration 48Q: 3 clusters Score -1190845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1190846.875000 Penalty: 3000.496826
	Iteration 49Q: 3 clusters Score -1190847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1190848.375000 Penalty: 3000.496826
	Iteration 50Q: 3 clusters Score -1190848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1190850.375000 Penalty: 3000.496826
	Iteration 51Q: 3 clusters Score -1190850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1190853.125000 Penalty: 3000.496826
	Iteration 52Q: 3 clusters Score -1190853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1190855.375000 Penalty: 3000.496826
	Iteration 53Q: 3 clusters Score -1190855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1190854.125000 Penalty: 3000.496826
	Iteration 54Q: 3 clusters Score -1190854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1190854.625000 Penalty: 3000.496826
	Iteration 55Q: 3 clusters Score -1190855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1190854.000000 Penalty: 3000.496826
	Iteration 56Q: 3 clusters Score -1190854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1190861.875000 Penalty: 3000.496826
	Iteration 57Q: 3 clusters Score -1190862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1190860.750000 Penalty: 3000.496826
	Iteration 58Q: 3 clusters Score -1190861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1190861.250000 Penalty: 3000.496826
	Iteration 59Q: 3 clusters Score -1190861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1190864.750000 Penalty: 3000.496826
	Iteration 60F: 3 clusters Score -1190865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1190865.750000 Penalty: 3000.496826
	Iteration 61Q: 3 clusters Score -1190866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1190866.875000 Penalty: 3000.496826
	Iteration 62Q: 3 clusters Score -1190867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1190871.625000 Penalty: 3000.496826
	Iteration 63Q: 3 clusters Score -1190872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1190874.250000 Penalty: 3000.496826
	Iteration 64Q: 3 clusters Score -1190874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1190875.500000 Penalty: 3000.496826
	Iteration 65Q: 3 clusters Score -1190876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1190879.875000 Penalty: 3000.496826
	Iteration 66Q: 3 clusters Score -1190880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1190883.625000 Penalty: 3000.496826
	Iteration 67Q: 3 clusters Score -1190884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1190883.500000 Penalty: 3000.496826
	Iteration 68Q: 3 clusters Score -1190884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1190883.250000 Penalty: 3000.496826
	Iteration 69Q: 3 clusters Score -1190883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1190882.500000 Penalty: 3000.496826
	Iteration 70Q: 3 clusters Score -1190882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1190884.125000 Penalty: 3000.496826
	Iteration 71Q: 3 clusters Score -1190884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1190887.750000 Penalty: 3000.496826
	Iteration 72Q: 3 clusters Score -1190888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1190888.500000 Penalty: 3000.496826
	Iteration 73Q: 3 clusters Score -1190888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1190889.125000 Penalty: 3000.496826
	Iteration 74Q: 3 clusters Score -1190889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1190889.000000 Penalty: 3000.496826
	Iteration 75Q: 3 clusters Score -1190889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1190889.875000 Penalty: 3000.496826
	Iteration 76Q: 3 clusters Score -1190890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1190890.000000 Penalty: 3000.496826
	Iteration 77Q: 3 clusters Score -1190890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1190890.000000 Penalty: 3000.496826
	Iteration 78Q: 3 clusters Score -1190890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1190888.875000 Penalty: 3000.496826
	Iteration 79Q: 3 clusters Score -1190889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1190890.875000 Penalty: 3000.496826
	Iteration 80F: 3 clusters Score -1190891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1190891.625000 Penalty: 3000.496826
	Iteration 81Q: 3 clusters Score -1190892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1190889.625000 Penalty: 3000.496826
	Iteration 82Q: 3 clusters Score -1190890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1190891.750000 Penalty: 3000.496826
	Iteration 83Q: 3 clusters Score -1190892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1190891.375000 Penalty: 3000.496826
	Iteration 84Q: 3 clusters Score -1190891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1190891.375000 Penalty: 3000.496826
	Iteration 85F: 3 clusters Score -1190891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Entering Unmasked Estep 
Score: -6505184.000000 Penalty: 1773.317261
	Iteration 0F: 2 clusters Score -6505184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -6468710.000000 Penalty: 3546.634521
	Iteration 0F: 3 clusters Score -6468710 nChanged 25785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -6483474.500000 Penalty: 3546.634521
	Iteration 1F: 3 clusters Score -6483474 nChanged 2408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6484196 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -6485116.500000 Penalty: 3546.634521
	Iteration 3Q: 3 clusters Score -6485116 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -6486202.500000 Penalty: 3546.634521
	Iteration 4Q: 3 clusters Score -6486202 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6487440 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -6488834.000000 Penalty: 3546.634521
	Iteration 6F: 3 clusters Score -6488834 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -6490350.500000 Penalty: 3546.634521
	Iteration 7F: 3 clusters Score -6490350 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -6492230.000000 Penalty: 3546.634521
	Iteration 8F: 3 clusters Score -6492230 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -6494417.000000 Penalty: 3546.634521
	Iteration 9F: 3 clusters Score -6494417 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -6496366.500000 Penalty: 3546.634521
	Iteration 10Q: 3 clusters Score -6496366 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -6497834.500000 Penalty: 3546.634521
	Iteration 11Q: 3 clusters Score -6497834 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -6498746.000000 Penalty: 3546.634521
	Iteration 12Q: 3 clusters Score -6498746 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -6499330.000000 Penalty: 3546.634521
	Iteration 13Q: 3 clusters Score -6499330 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -6499831.500000 Penalty: 3546.634521
	Iteration 14Q: 3 clusters Score -6499832 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -6500305.500000 Penalty: 3546.634521
	Iteration 15Q: 3 clusters Score -6500306 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -6500705.000000 Penalty: 3546.634521
	Iteration 16Q: 3 clusters Score -6500705 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -6501014.000000 Penalty: 3546.634521
	Iteration 17Q: 3 clusters Score -6501014 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -6501295.500000 Penalty: 3546.634521
	Iteration 18Q: 3 clusters Score -6501296 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -6501595.500000 Penalty: 3546.634521
	Iteration 19Q: 3 clusters Score -6501596 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -6501847.500000 Penalty: 3546.634521
	Iteration 20F: 3 clusters Score -6501848 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -6502066.000000 Penalty: 3546.634521
	Iteration 21Q: 3 clusters Score -6502066 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -6502237.500000 Penalty: 3546.634521
	Iteration 22Q: 3 clusters Score -6502238 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -6502385.000000 Penalty: 3546.634521
	Iteration 23Q: 3 clusters Score -6502385 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -6502495.500000 Penalty: 3546.634521
	Iteration 24Q: 3 clusters Score -6502496 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -6502628.000000 Penalty: 3546.634521
	Iteration 25Q: 3 clusters Score -6502628 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -6502744.500000 Penalty: 3546.634521
	Iteration 26Q: 3 clusters Score -6502744 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -6502905.500000 Penalty: 3546.634521
	Iteration 27Q: 3 clusters Score -6502906 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -6503024.500000 Penalty: 3546.634521
	Iteration 28Q: 3 clusters Score -6503024 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -6503123.500000 Penalty: 3546.634521
	Iteration 29Q: 3 clusters Score -6503124 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -6503232.000000 Penalty: 3546.634521
	Iteration 30Q: 3 clusters Score -6503232 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -6503309.000000 Penalty: 3546.634521
	Iteration 31Q: 3 clusters Score -6503309 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -6503378.000000 Penalty: 3546.634521
	Iteration 32Q: 3 clusters Score -6503378 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6503450.500000 Penalty: 3546.634521
	Iteration 33Q: 3 clusters Score -6503450 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -6503479.500000 Penalty: 3546.634521
	Iteration 34Q: 3 clusters Score -6503480 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -6503533.500000 Penalty: 3546.634521
	Iteration 35Q: 3 clusters Score -6503534 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -6503555.500000 Penalty: 3546.634521
	Iteration 36Q: 3 clusters Score -6503556 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -6503587.500000 Penalty: 3546.634521
	Iteration 37Q: 3 clusters Score -6503588 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -6503628.000000 Penalty: 3546.634521
	Iteration 38Q: 3 clusters Score -6503628 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -6503650.000000 Penalty: 3546.634521
	Iteration 39Q: 3 clusters Score -6503650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6503660.000000 Penalty: 3546.634521
	Iteration 40F: 3 clusters Score -6503660 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -6503685.500000 Penalty: 3546.634521
	Iteration 41Q: 3 clusters Score -6503686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6503697.000000 Penalty: 3546.634521
	Iteration 42Q: 3 clusters Score -6503697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6503717.500000 Penalty: 3546.634521
	Iteration 43Q: 3 clusters Score -6503718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6503726.500000 Penalty: 3546.634521
	Iteration 44Q: 3 clusters Score -6503726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6503740.500000 Penalty: 3546.634521
	Iteration 45Q: 3 clusters Score -6503740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6503746.000000 Penalty: 3546.634521
	Iteration 46Q: 3 clusters Score -6503746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6503754.500000 Penalty: 3546.634521
	Iteration 47Q: 3 clusters Score -6503754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6503761.000000 Penalty: 3546.634521
	Iteration 48Q: 3 clusters Score -6503761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6503767.500000 Penalty: 3546.634521
	Iteration 49Q: 3 clusters Score -6503768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6503765.000000 Penalty: 3546.634521
	Iteration 50Q: 3 clusters Score -6503765 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6503781.000000 Penalty: 3546.634521
	Iteration 51Q: 3 clusters Score -6503781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6503785.000000 Penalty: 3546.634521
	Iteration 52Q: 3 clusters Score -6503785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6503785.000000 Penalty: 3546.634521
	Iteration 53Q: 3 clusters Score -6503785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6503806.500000 Penalty: 3546.634521
	Iteration 54Q: 3 clusters Score -6503806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6503808.500000 Penalty: 3546.634521
	Iteration 55Q: 3 clusters Score -6503808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6503802.000000 Penalty: 3546.634521
	Iteration 56Q: 3 clusters Score -6503802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6503787.000000 Penalty: 3546.634521
	Iteration 57Q: 3 clusters Score -6503787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6503789.500000 Penalty: 3546.634521
	Iteration 58Q: 3 clusters Score -6503790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6503798.500000 Penalty: 3546.634521
	Iteration 59Q: 3 clusters Score -6503798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6503795.500000 Penalty: 3546.634521
	Iteration 60F: 3 clusters Score -6503796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6503798.000000 Penalty: 3546.634521
	Iteration 61Q: 3 clusters Score -6503798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6503803.000000 Penalty: 3546.634521
	Iteration 62Q: 3 clusters Score -6503803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6503811.500000 Penalty: 3546.634521
	Iteration 63Q: 3 clusters Score -6503812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6503830.000000 Penalty: 3546.634521
	Iteration 64Q: 3 clusters Score -6503830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6503834.500000 Penalty: 3546.634521
	Iteration 65Q: 3 clusters Score -6503834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6503831.500000 Penalty: 3546.634521
	Iteration 66Q: 3 clusters Score -6503832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6503844.000000 Penalty: 3546.634521
	Iteration 67Q: 3 clusters Score -6503844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -6503839.000000 Penalty: 3546.634521
	Iteration 68Q: 3 clusters Score -6503839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6503841.500000 Penalty: 3546.634521
	Iteration 69Q: 3 clusters Score -6503842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6503845.500000 Penalty: 3546.634521
	Iteration 70Q: 3 clusters Score -6503846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6503853.500000 Penalty: 3546.634521
	Iteration 71Q: 3 clusters Score -6503854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6503853.000000 Penalty: 3546.634521
	Iteration 72Q: 3 clusters Score -6503853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6503858.500000 Penalty: 3546.634521
	Iteration 73Q: 3 clusters Score -6503858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6503857.500000 Penalty: 3546.634521
	Iteration 74Q: 3 clusters Score -6503858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6503851.000000 Penalty: 3546.634521
	Iteration 75Q: 3 clusters Score -6503851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6503857.500000 Penalty: 3546.634521
	Iteration 76Q: 3 clusters Score -6503858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6503857.000000 Penalty: 3546.634521
	Iteration 77Q: 3 clusters Score -6503857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6503857.000000 Penalty: 3546.634521
	Iteration 78F: 3 clusters Score -6503857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (139975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139975 members 
Entering Unmasked Estep 
Score: -17767586.000000 Penalty: 1925.498169
	Iteration 0F: 2 clusters Score -1.776759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 70015 members 
Entering Unmasked Estep 
Score: -17685560.000000 Penalty: 3850.996338
	Iteration 0F: 3 clusters Score -1.768556e+07 nChanged 67463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 69708 members 
Entering Unmasked Estep 
Score: -17725136.000000 Penalty: 3850.996338
	Iteration 1F: 3 clusters Score -1.772514e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
Score: -17726016.000000 Penalty: 3850.996338
	Iteration 2Q: 3 clusters Score -1.772602e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -17727086.000000 Penalty: 3850.996338
	Iteration 3Q: 3 clusters Score -1.772709e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -17728518.000000 Penalty: 3850.996338
	Iteration 4Q: 3 clusters Score -1.772852e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -17730470.000000 Penalty: 3850.996338
	Iteration 5Q: 3 clusters Score -1.773047e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71981 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -17733018.000000 Penalty: 3850.996338
	Iteration 6Q: 3 clusters Score -1.773302e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72668 members 
Mstep: Class 2 contains 67307 members 
Entering Unmasked Estep 
Score: -17736774.000000 Penalty: 3850.996338
	Iteration 7F: 3 clusters Score -1.773677e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73177 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -17741454.000000 Penalty: 3850.996338
	Iteration 8F: 3 clusters Score -1.774145e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73409 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -17746982.000000 Penalty: 3850.996338
	Iteration 9F: 3 clusters Score -1.774698e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 66655 members 
Entering Unmasked Estep 
Score: -17751440.000000 Penalty: 3850.996338
	Iteration 10F: 3 clusters Score -1.775144e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -17753422.000000 Penalty: 3850.996338
	Iteration 11Q: 3 clusters Score -1.775342e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 66752 members 
Entering Unmasked Estep 
Score: -17754158.000000 Penalty: 3850.996338
	Iteration 12Q: 3 clusters Score -1.775416e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73222 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -17754378.000000 Penalty: 3850.996338
	Iteration 13Q: 3 clusters Score -1.775438e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -17754550.000000 Penalty: 3850.996338
	Iteration 14Q: 3 clusters Score -1.775455e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
Score: -17754742.000000 Penalty: 3850.996338
	Iteration 15Q: 3 clusters Score -1.775474e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -17754908.000000 Penalty: 3850.996338
	Iteration 16Q: 3 clusters Score -1.775491e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -17755160.000000 Penalty: 3850.996338
	Iteration 17Q: 3 clusters Score -1.775516e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73221 members 
Mstep: Class 2 contains 66754 members 
Entering Unmasked Estep 
Score: -17755282.000000 Penalty: 3850.996338
	Iteration 18Q: 3 clusters Score -1.775528e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -17755534.000000 Penalty: 3850.996338
	Iteration 19Q: 3 clusters Score -1.775553e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73305 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -17755630.000000 Penalty: 3850.996338
	Iteration 20F: 3 clusters Score -1.775563e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73366 members 
Mstep: Class 2 contains 66609 members 
Entering Unmasked Estep 
Score: -17755790.000000 Penalty: 3850.996338
	Iteration 21Q: 3 clusters Score -1.775579e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73465 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -17756062.000000 Penalty: 3850.996338
	Iteration 22Q: 3 clusters Score -1.775606e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73556 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -17756326.000000 Penalty: 3850.996338
	Iteration 23Q: 3 clusters Score -1.775633e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -17756502.000000 Penalty: 3850.996338
	Iteration 24Q: 3 clusters Score -1.77565e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 66111 members 
Entering Unmasked Estep 
Score: -17756634.000000 Penalty: 3850.996338
	Iteration 25Q: 3 clusters Score -1.775663e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -17756820.000000 Penalty: 3850.996338
	Iteration 26Q: 3 clusters Score -1.775682e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74456 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -17757010.000000 Penalty: 3850.996338
	Iteration 27Q: 3 clusters Score -1.775701e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 65177 members 
Entering Unmasked Estep 
Score: -17757252.000000 Penalty: 3850.996338
	Iteration 28Q: 3 clusters Score -1.775725e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75218 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -17757456.000000 Penalty: 3850.996338
	Iteration 29Q: 3 clusters Score -1.775746e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 64275 members 
Entering Unmasked Estep 
Score: -17757780.000000 Penalty: 3850.996338
	Iteration 30Q: 3 clusters Score -1.775778e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 63734 members 
Entering Unmasked Estep 
Score: -17758212.000000 Penalty: 3850.996338
	Iteration 31Q: 3 clusters Score -1.775821e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76872 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -17758554.000000 Penalty: 3850.996338
	Iteration 32Q: 3 clusters Score -1.775855e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -17758888.000000 Penalty: 3850.996338
	Iteration 33Q: 3 clusters Score -1.775889e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 61648 members 
Entering Unmasked Estep 
Score: -17759172.000000 Penalty: 3850.996338
	Iteration 34Q: 3 clusters Score -1.775917e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -17759540.000000 Penalty: 3850.996338
	Iteration 35Q: 3 clusters Score -1.775954e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -17759958.000000 Penalty: 3850.996338
	Iteration 36Q: 3 clusters Score -1.775996e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80969 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -17760300.000000 Penalty: 3850.996338
	Iteration 37Q: 3 clusters Score -1.77603e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -17760658.000000 Penalty: 3850.996338
	Iteration 38Q: 3 clusters Score -1.776066e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82993 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -17761068.000000 Penalty: 3850.996338
	Iteration 39Q: 3 clusters Score -1.776107e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84069 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -17761372.000000 Penalty: 3850.996338
	Iteration 40F: 3 clusters Score -1.776137e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85148 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
Score: -17761712.000000 Penalty: 3850.996338
	Iteration 41Q: 3 clusters Score -1.776171e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -17761960.000000 Penalty: 3850.996338
	Iteration 42Q: 3 clusters Score -1.776196e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87422 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -17762242.000000 Penalty: 3850.996338
	Iteration 43Q: 3 clusters Score -1.776224e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88620 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -17762524.000000 Penalty: 3850.996338
	Iteration 44Q: 3 clusters Score -1.776252e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89852 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -17762770.000000 Penalty: 3850.996338
	Iteration 45Q: 3 clusters Score -1.776277e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91061 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -17763002.000000 Penalty: 3850.996338
	Iteration 46Q: 3 clusters Score -1.7763e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92270 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -17763332.000000 Penalty: 3850.996338
	Iteration 47Q: 3 clusters Score -1.776333e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93498 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -17763548.000000 Penalty: 3850.996338
	Iteration 48Q: 3 clusters Score -1.776355e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94776 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -17763728.000000 Penalty: 3850.996338
	Iteration 49Q: 3 clusters Score -1.776373e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96011 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -17764070.000000 Penalty: 3850.996338
	Iteration 50Q: 3 clusters Score -1.776407e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97251 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -17764240.000000 Penalty: 3850.996338
	Iteration 51Q: 3 clusters Score -1.776424e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98532 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -17764486.000000 Penalty: 3850.996338
	Iteration 52Q: 3 clusters Score -1.776449e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99857 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -17764816.000000 Penalty: 3850.996338
	Iteration 53Q: 3 clusters Score -1.776482e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101178 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -17765104.000000 Penalty: 3850.996338
	Iteration 54Q: 3 clusters Score -1.77651e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102528 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -17765400.000000 Penalty: 3850.996338
	Iteration 55Q: 3 clusters Score -1.77654e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103928 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -17765680.000000 Penalty: 3850.996338
	Iteration 56Q: 3 clusters Score -1.776568e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105378 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -17766062.000000 Penalty: 3850.996338
	Iteration 57Q: 3 clusters Score -1.776606e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106827 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -17766432.000000 Penalty: 3850.996338
	Iteration 58Q: 3 clusters Score -1.776643e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108168 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -17766784.000000 Penalty: 3850.996338
	Iteration 59Q: 3 clusters Score -1.776678e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109527 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -17767326.000000 Penalty: 3850.996338
	Iteration 60F: 3 clusters Score -1.776733e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110920 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -17767928.000000 Penalty: 3850.996338
	Iteration 61Q: 3 clusters Score -1.776793e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112440 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -17768574.000000 Penalty: 3850.996338
	Iteration 62Q: 3 clusters Score -1.776857e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113982 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -17769080.000000 Penalty: 3850.996338
	Iteration 63Q: 3 clusters Score -1.776908e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115625 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -17769582.000000 Penalty: 3850.996338
	Iteration 64Q: 3 clusters Score -1.776958e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117277 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -17769902.000000 Penalty: 3850.996338
	Iteration 65Q: 3 clusters Score -1.77699e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118849 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -17769994.000000 Penalty: 3850.996338
	Iteration 66Q: 3 clusters Score -1.776999e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120346 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -17769832.000000 Penalty: 3850.996338
	Iteration 67Q: 3 clusters Score -1.776983e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121705 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -17769792.000000 Penalty: 3850.996338
	Iteration 68Q: 3 clusters Score -1.776979e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122940 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -17769698.000000 Penalty: 3850.996338
	Iteration 69Q: 3 clusters Score -1.77697e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124071 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -17769534.000000 Penalty: 3850.996338
	Iteration 70Q: 3 clusters Score -1.776953e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125103 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -17769344.000000 Penalty: 3850.996338
	Iteration 71Q: 3 clusters Score -1.776934e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126061 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -17769210.000000 Penalty: 3850.996338
	Iteration 72Q: 3 clusters Score -1.776921e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126929 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -17769174.000000 Penalty: 3850.996338
	Iteration 73Q: 3 clusters Score -1.776917e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127772 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -17769178.000000 Penalty: 3850.996338
	Iteration 74Q: 3 clusters Score -1.776918e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128567 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -17769192.000000 Penalty: 3850.996338
	Iteration 75Q: 3 clusters Score -1.776919e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129353 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -17769130.000000 Penalty: 3850.996338
	Iteration 76Q: 3 clusters Score -1.776913e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130137 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -17768978.000000 Penalty: 3850.996338
	Iteration 77Q: 3 clusters Score -1.776898e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130857 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -17768888.000000 Penalty: 3850.996338
	Iteration 78Q: 3 clusters Score -1.776889e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131561 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -17768642.000000 Penalty: 3850.996338
	Iteration 79Q: 3 clusters Score -1.776864e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132169 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -17768540.000000 Penalty: 3850.996338
	Iteration 80F: 3 clusters Score -1.776854e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132715 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -17768456.000000 Penalty: 3850.996338
	Iteration 81Q: 3 clusters Score -1.776846e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133211 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -17768430.000000 Penalty: 3850.996338
	Iteration 82Q: 3 clusters Score -1.776843e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133683 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -17768280.000000 Penalty: 3850.996338
	Iteration 83Q: 3 clusters Score -1.776828e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134140 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -17768178.000000 Penalty: 3850.996338
	Iteration 84Q: 3 clusters Score -1.776818e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134543 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -17768094.000000 Penalty: 3850.996338
	Iteration 85Q: 3 clusters Score -1.776809e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134895 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -17767954.000000 Penalty: 3850.996338
	Iteration 86Q: 3 clusters Score -1.776795e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135227 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -17767826.000000 Penalty: 3850.996338
	Iteration 87Q: 3 clusters Score -1.776783e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135539 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -17767748.000000 Penalty: 3850.996338
	Iteration 88Q: 3 clusters Score -1.776775e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135797 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -17767660.000000 Penalty: 3850.996338
	Iteration 89Q: 3 clusters Score -1.776766e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136032 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -17767600.000000 Penalty: 3850.996338
	Iteration 90Q: 3 clusters Score -1.77676e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136241 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -17767472.000000 Penalty: 3850.996338
	Iteration 91Q: 3 clusters Score -1.776747e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136434 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -17767386.000000 Penalty: 3850.996338
	Iteration 92Q: 3 clusters Score -1.776739e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136603 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -17767390.000000 Penalty: 3850.996338
	Iteration 93Q: 3 clusters Score -1.776739e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136757 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -17767360.000000 Penalty: 3850.996338
	Iteration 94Q: 3 clusters Score -1.776736e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136907 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -17767338.000000 Penalty: 3850.996338
	Iteration 95Q: 3 clusters Score -1.776734e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137044 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -17767354.000000 Penalty: 3850.996338
	Iteration 96Q: 3 clusters Score -1.776735e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137152 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -17767384.000000 Penalty: 3850.996338
	Iteration 97Q: 3 clusters Score -1.776738e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137258 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -17767364.000000 Penalty: 3850.996338
	Iteration 98Q: 3 clusters Score -1.776736e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137339 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -17767368.000000 Penalty: 3850.996338
	Iteration 99Q: 3 clusters Score -1.776737e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137416 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -17767370.000000 Penalty: 3850.996338
	Iteration 100F: 3 clusters Score -1.776737e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137491 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -17767364.000000 Penalty: 3850.996338
	Iteration 101Q: 3 clusters Score -1.776736e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137554 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -17767360.000000 Penalty: 3850.996338
	Iteration 102Q: 3 clusters Score -1.776736e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137602 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -17767368.000000 Penalty: 3850.996338
	Iteration 103Q: 3 clusters Score -1.776737e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137658 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -17767346.000000 Penalty: 3850.996338
	Iteration 104Q: 3 clusters Score -1.776735e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137715 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -17767330.000000 Penalty: 3850.996338
	Iteration 105Q: 3 clusters Score -1.776733e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137764 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -17767262.000000 Penalty: 3850.996338
	Iteration 106Q: 3 clusters Score -1.776726e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137799 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -17767276.000000 Penalty: 3850.996338
	Iteration 107Q: 3 clusters Score -1.776728e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137836 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -17767226.000000 Penalty: 3850.996338
	Iteration 108Q: 3 clusters Score -1.776723e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137866 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17767208.000000 Penalty: 3850.996338
	Iteration 109Q: 3 clusters Score -1.776721e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137907 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -17767220.000000 Penalty: 3850.996338
	Iteration 110Q: 3 clusters Score -1.776722e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137949 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -17767192.000000 Penalty: 3850.996338
	Iteration 111Q: 3 clusters Score -1.776719e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137977 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -17767200.000000 Penalty: 3850.996338
	Iteration 112Q: 3 clusters Score -1.77672e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138006 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -17767152.000000 Penalty: 3850.996338
	Iteration 113Q: 3 clusters Score -1.776715e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138034 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -17767164.000000 Penalty: 3850.996338
	Iteration 114Q: 3 clusters Score -1.776716e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138061 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -17767126.000000 Penalty: 3850.996338
	Iteration 115Q: 3 clusters Score -1.776713e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138087 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -17767134.000000 Penalty: 3850.996338
	Iteration 116Q: 3 clusters Score -1.776713e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138110 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -17767108.000000 Penalty: 3850.996338
	Iteration 117Q: 3 clusters Score -1.776711e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138139 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -17767136.000000 Penalty: 3850.996338
	Iteration 118Q: 3 clusters Score -1.776714e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138172 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -17767096.000000 Penalty: 3850.996338
	Iteration 119Q: 3 clusters Score -1.77671e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138203 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -17767094.000000 Penalty: 3850.996338
	Iteration 120F: 3 clusters Score -1.776709e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138228 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -17767110.000000 Penalty: 3850.996338
	Iteration 121Q: 3 clusters Score -1.776711e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138254 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -17767118.000000 Penalty: 3850.996338
	Iteration 122Q: 3 clusters Score -1.776712e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138280 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -17767102.000000 Penalty: 3850.996338
	Iteration 123Q: 3 clusters Score -1.77671e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138296 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -17767116.000000 Penalty: 3850.996338
	Iteration 124Q: 3 clusters Score -1.776712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138313 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -17767104.000000 Penalty: 3850.996338
	Iteration 125Q: 3 clusters Score -1.77671e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138330 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -17767126.000000 Penalty: 3850.996338
	Iteration 126Q: 3 clusters Score -1.776713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138347 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -17767102.000000 Penalty: 3850.996338
	Iteration 127Q: 3 clusters Score -1.77671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138360 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -17767096.000000 Penalty: 3850.996338
	Iteration 128Q: 3 clusters Score -1.77671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138372 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -17767098.000000 Penalty: 3850.996338
	Iteration 129Q: 3 clusters Score -1.77671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138389 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -17767092.000000 Penalty: 3850.996338
	Iteration 130Q: 3 clusters Score -1.776709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138408 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -17767070.000000 Penalty: 3850.996338
	Iteration 131Q: 3 clusters Score -1.776707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138425 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -17767092.000000 Penalty: 3850.996338
	Iteration 132Q: 3 clusters Score -1.776709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138447 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -17767070.000000 Penalty: 3850.996338
	Iteration 133Q: 3 clusters Score -1.776707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138459 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -17767042.000000 Penalty: 3850.996338
	Iteration 134Q: 3 clusters Score -1.776704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138467 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -17767050.000000 Penalty: 3850.996338
	Iteration 135Q: 3 clusters Score -1.776705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138473 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -17767032.000000 Penalty: 3850.996338
	Iteration 136Q: 3 clusters Score -1.776703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138483 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -17767048.000000 Penalty: 3850.996338
	Iteration 137Q: 3 clusters Score -1.776705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138493 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -17767044.000000 Penalty: 3850.996338
	Iteration 138Q: 3 clusters Score -1.776704e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138509 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -17767030.000000 Penalty: 3850.996338
	Iteration 139Q: 3 clusters Score -1.776703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138519 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -17767036.000000 Penalty: 3850.996338
	Iteration 140F: 3 clusters Score -1.776704e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138532 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -17767012.000000 Penalty: 3850.996338
	Iteration 141Q: 3 clusters Score -1.776701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138541 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -17767010.000000 Penalty: 3850.996338
	Iteration 142Q: 3 clusters Score -1.776701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138546 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -17767018.000000 Penalty: 3850.996338
	Iteration 143Q: 3 clusters Score -1.776702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138556 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -17767012.000000 Penalty: 3850.996338
	Iteration 144Q: 3 clusters Score -1.776701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138567 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -17767006.000000 Penalty: 3850.996338
	Iteration 145Q: 3 clusters Score -1.776701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -17767006.000000 Penalty: 3850.996338
	Iteration 146Q: 3 clusters Score -1.776701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138576 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -17767012.000000 Penalty: 3850.996338
	Iteration 147Q: 3 clusters Score -1.776701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138579 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -17767022.000000 Penalty: 3850.996338
	Iteration 148Q: 3 clusters Score -1.776702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138583 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -17767010.000000 Penalty: 3850.996338
	Iteration 149Q: 3 clusters Score -1.776701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138590 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -17767000.000000 Penalty: 3850.996338
	Iteration 150Q: 3 clusters Score -1.7767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138599 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -17766990.000000 Penalty: 3850.996338
	Iteration 151Q: 3 clusters Score -1.776699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138605 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -17766994.000000 Penalty: 3850.996338
	Iteration 152Q: 3 clusters Score -1.776699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138613 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -17766980.000000 Penalty: 3850.996338
	Iteration 153Q: 3 clusters Score -1.776698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138618 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -17766992.000000 Penalty: 3850.996338
	Iteration 154Q: 3 clusters Score -1.776699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138621 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -17766984.000000 Penalty: 3850.996338
	Iteration 155Q: 3 clusters Score -1.776698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138625 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -17766990.000000 Penalty: 3850.996338
	Iteration 156Q: 3 clusters Score -1.776699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138629 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -17766992.000000 Penalty: 3850.996338
	Iteration 157Q: 3 clusters Score -1.776699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138631 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -17766988.000000 Penalty: 3850.996338
	Iteration 158Q: 3 clusters Score -1.776699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138634 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -17766996.000000 Penalty: 3850.996338
	Iteration 159Q: 3 clusters Score -1.7767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138640 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -17766992.000000 Penalty: 3850.996338
	Iteration 160F: 3 clusters Score -1.776699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138645 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -17766998.000000 Penalty: 3850.996338
	Iteration 161Q: 3 clusters Score -1.7767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138648 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -17766996.000000 Penalty: 3850.996338
	Iteration 162Q: 3 clusters Score -1.7767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138653 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -17766990.000000 Penalty: 3850.996338
	Iteration 163Q: 3 clusters Score -1.776699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138656 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -17766986.000000 Penalty: 3850.996338
	Iteration 164Q: 3 clusters Score -1.776699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138658 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -17767004.000000 Penalty: 3850.996338
	Iteration 165Q: 3 clusters Score -1.7767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138659 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -17766990.000000 Penalty: 3850.996338
	Iteration 166Q: 3 clusters Score -1.776699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138659 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -17767000.000000 Penalty: 3850.996338
	Iteration 167Q: 3 clusters Score -1.7767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138659 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -17767000.000000 Penalty: 3850.996338
	Iteration 168F: 3 clusters Score -1.7767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Entering Unmasked Estep 
Score: -4396790.500000 Penalty: 1708.302002
	Iteration 0F: 2 clusters Score -4396790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4371978.000000 Penalty: 3416.604004
	Iteration 0F: 3 clusters Score -4371978 nChanged 17185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4381949.000000 Penalty: 3416.604004
	Iteration 1F: 3 clusters Score -4381949 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -4382496.500000 Penalty: 3416.604004
	Iteration 2Q: 3 clusters Score -4382496 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -4383119.000000 Penalty: 3416.604004
	Iteration 3Q: 3 clusters Score -4383119 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -4383725.000000 Penalty: 3416.604004
	Iteration 4Q: 3 clusters Score -4383725 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -4384377.500000 Penalty: 3416.604004
	Iteration 5Q: 3 clusters Score -4384378 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -4385182.000000 Penalty: 3416.604004
	Iteration 6Q: 3 clusters Score -4385182 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -4386118.000000 Penalty: 3416.604004
	Iteration 7Q: 3 clusters Score -4386118 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -4387175.000000 Penalty: 3416.604004
	Iteration 8Q: 3 clusters Score -4387175 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -4388303.000000 Penalty: 3416.604004
	Iteration 9Q: 3 clusters Score -4388303 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -4389284.500000 Penalty: 3416.604004
	Iteration 10Q: 3 clusters Score -4389284 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -4389906.500000 Penalty: 3416.604004
	Iteration 11Q: 3 clusters Score -4389906 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -4390273.500000 Penalty: 3416.604004
	Iteration 12Q: 3 clusters Score -4390274 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -4390491.500000 Penalty: 3416.604004
	Iteration 13Q: 3 clusters Score -4390492 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -4390608.000000 Penalty: 3416.604004
	Iteration 14Q: 3 clusters Score -4390608 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -4390748.000000 Penalty: 3416.604004
	Iteration 15Q: 3 clusters Score -4390748 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -4390874.000000 Penalty: 3416.604004
	Iteration 16Q: 3 clusters Score -4390874 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -4391023.000000 Penalty: 3416.604004
	Iteration 17Q: 3 clusters Score -4391023 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -4391158.500000 Penalty: 3416.604004
	Iteration 18Q: 3 clusters Score -4391158 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -4391355.500000 Penalty: 3416.604004
	Iteration 19Q: 3 clusters Score -4391356 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -4391541.500000 Penalty: 3416.604004
	Iteration 20F: 3 clusters Score -4391542 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -4391792.000000 Penalty: 3416.604004
	Iteration 21Q: 3 clusters Score -4391792 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -4392030.000000 Penalty: 3416.604004
	Iteration 22Q: 3 clusters Score -4392030 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -4392273.500000 Penalty: 3416.604004
	Iteration 23Q: 3 clusters Score -4392274 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -4392564.000000 Penalty: 3416.604004
	Iteration 24Q: 3 clusters Score -4392564 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -4392842.500000 Penalty: 3416.604004
	Iteration 25Q: 3 clusters Score -4392842 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -4393128.500000 Penalty: 3416.604004
	Iteration 26Q: 3 clusters Score -4393128 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -4393429.000000 Penalty: 3416.604004
	Iteration 27Q: 3 clusters Score -4393429 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -4393654.000000 Penalty: 3416.604004
	Iteration 28Q: 3 clusters Score -4393654 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -4393913.000000 Penalty: 3416.604004
	Iteration 29Q: 3 clusters Score -4393913 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -4394195.500000 Penalty: 3416.604004
	Iteration 30Q: 3 clusters Score -4394196 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -4394490.500000 Penalty: 3416.604004
	Iteration 31Q: 3 clusters Score -4394490 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4394744.500000 Penalty: 3416.604004
	Iteration 32Q: 3 clusters Score -4394744 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4394943.500000 Penalty: 3416.604004
	Iteration 33Q: 3 clusters Score -4394944 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -4395123.500000 Penalty: 3416.604004
	Iteration 34Q: 3 clusters Score -4395124 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4395245.500000 Penalty: 3416.604004
	Iteration 35Q: 3 clusters Score -4395246 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4395335.500000 Penalty: 3416.604004
	Iteration 36Q: 3 clusters Score -4395336 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4395417.500000 Penalty: 3416.604004
	Iteration 37Q: 3 clusters Score -4395418 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4395476.500000 Penalty: 3416.604004
	Iteration 38Q: 3 clusters Score -4395476 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4395513.000000 Penalty: 3416.604004
	Iteration 39Q: 3 clusters Score -4395513 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4395562.000000 Penalty: 3416.604004
	Iteration 40F: 3 clusters Score -4395562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4395597.500000 Penalty: 3416.604004
	Iteration 41Q: 3 clusters Score -4395598 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4395624.000000 Penalty: 3416.604004
	Iteration 42Q: 3 clusters Score -4395624 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4395646.500000 Penalty: 3416.604004
	Iteration 43Q: 3 clusters Score -4395646 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4395671.000000 Penalty: 3416.604004
	Iteration 44Q: 3 clusters Score -4395671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4395692.500000 Penalty: 3416.604004
	Iteration 45Q: 3 clusters Score -4395692 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4395717.000000 Penalty: 3416.604004
	Iteration 46Q: 3 clusters Score -4395717 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4395760.500000 Penalty: 3416.604004
	Iteration 47Q: 3 clusters Score -4395760 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4395797.000000 Penalty: 3416.604004
	Iteration 48Q: 3 clusters Score -4395797 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4395815.500000 Penalty: 3416.604004
	Iteration 49Q: 3 clusters Score -4395816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4395839.500000 Penalty: 3416.604004
	Iteration 50Q: 3 clusters Score -4395840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4395840.000000 Penalty: 3416.604004
	Iteration 51Q: 3 clusters Score -4395840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4395852.500000 Penalty: 3416.604004
	Iteration 52Q: 3 clusters Score -4395852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4395852.000000 Penalty: 3416.604004
	Iteration 53Q: 3 clusters Score -4395852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4395868.000000 Penalty: 3416.604004
	Iteration 54Q: 3 clusters Score -4395868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4395870.500000 Penalty: 3416.604004
	Iteration 55Q: 3 clusters Score -4395870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4395871.000000 Penalty: 3416.604004
	Iteration 56Q: 3 clusters Score -4395871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4395875.500000 Penalty: 3416.604004
	Iteration 57Q: 3 clusters Score -4395876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4395880.000000 Penalty: 3416.604004
	Iteration 58Q: 3 clusters Score -4395880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4395880.000000 Penalty: 3416.604004
	Iteration 59Q: 3 clusters Score -4395880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4395880.500000 Penalty: 3416.604004
	Iteration 60F: 3 clusters Score -4395880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4395881.000000 Penalty: 3416.604004
	Iteration 61Q: 3 clusters Score -4395881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4395877.500000 Penalty: 3416.604004
	Iteration 62Q: 3 clusters Score -4395878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4395882.000000 Penalty: 3416.604004
	Iteration 63Q: 3 clusters Score -4395882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4395883.500000 Penalty: 3416.604004
	Iteration 64Q: 3 clusters Score -4395884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4395876.500000 Penalty: 3416.604004
	Iteration 65Q: 3 clusters Score -4395876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4395880.000000 Penalty: 3416.604004
	Iteration 66Q: 3 clusters Score -4395880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4395879.500000 Penalty: 3416.604004
	Iteration 67Q: 3 clusters Score -4395880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4395879.000000 Penalty: 3416.604004
	Iteration 68Q: 3 clusters Score -4395879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4395881.500000 Penalty: 3416.604004
	Iteration 69Q: 3 clusters Score -4395882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4395884.000000 Penalty: 3416.604004
	Iteration 70Q: 3 clusters Score -4395884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4395886.500000 Penalty: 3416.604004
	Iteration 71Q: 3 clusters Score -4395886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4395886.500000 Penalty: 3416.604004
	Iteration 72Q: 3 clusters Score -4395886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4395886.500000 Penalty: 3416.604004
	Iteration 73F: 3 clusters Score -4395886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -223186.312500 Penalty: 1203.590454
	Iteration 0F: 2 clusters Score -223186.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -221300.828125 Penalty: 2407.180908
	Iteration 0F: 3 clusters Score -221300.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -221669.703125 Penalty: 2407.180908
	Iteration 1F: 3 clusters Score -221669.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -221741.468750 Penalty: 2407.180908
	Iteration 2F: 3 clusters Score -221741.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -221782.328125 Penalty: 2407.180908
	Iteration 3Q: 3 clusters Score -221782.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -221808.468750 Penalty: 2407.180908
	Iteration 4Q: 3 clusters Score -221808.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -221818.203125 Penalty: 2407.180908
	Iteration 5Q: 3 clusters Score -221818.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -221827.296875 Penalty: 2407.180908
	Iteration 6Q: 3 clusters Score -221827.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -221832.390625 Penalty: 2407.180908
	Iteration 7Q: 3 clusters Score -221832.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -221841.578125 Penalty: 2407.180908
	Iteration 8Q: 3 clusters Score -221841.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -221850.875000 Penalty: 2407.180908
	Iteration 9Q: 3 clusters Score -221850.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -221858.031250 Penalty: 2407.180908
	Iteration 10Q: 3 clusters Score -221858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -221864.109375 Penalty: 2407.180908
	Iteration 11Q: 3 clusters Score -221864.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -221865.859375 Penalty: 2407.180908
	Iteration 12Q: 3 clusters Score -221865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -221867.562500 Penalty: 2407.180908
	Iteration 13Q: 3 clusters Score -221867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -221867.812500 Penalty: 2407.180908
	Iteration 14Q: 3 clusters Score -221867.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -221867.812500 Penalty: 2407.180908
	Iteration 15F: 3 clusters Score -221867.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Entering Unmasked Estep 
Score: -740351.625000 Penalty: 1417.525146
	Iteration 0F: 2 clusters Score -740351.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -735552.187500 Penalty: 2835.050293
	Iteration 0F: 3 clusters Score -735552.2 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -737007.312500 Penalty: 2835.050293
	Iteration 1F: 3 clusters Score -737007.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -737245.500000 Penalty: 2835.050293
	Iteration 2F: 3 clusters Score -737245.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -737411.375000 Penalty: 2835.050293
	Iteration 3F: 3 clusters Score -737411.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -737541.625000 Penalty: 2835.050293
	Iteration 4Q: 3 clusters Score -737541.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -737635.937500 Penalty: 2835.050293
	Iteration 5Q: 3 clusters Score -737635.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -737721.187500 Penalty: 2835.050293
	Iteration 6Q: 3 clusters Score -737721.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -737795.500000 Penalty: 2835.050293
	Iteration 7Q: 3 clusters Score -737795.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -737870.812500 Penalty: 2835.050293
	Iteration 8Q: 3 clusters Score -737870.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -737946.125000 Penalty: 2835.050293
	Iteration 9Q: 3 clusters Score -737946.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -738014.687500 Penalty: 2835.050293
	Iteration 10Q: 3 clusters Score -738014.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -738090.750000 Penalty: 2835.050293
	Iteration 11Q: 3 clusters Score -738090.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -738175.062500 Penalty: 2835.050293
	Iteration 12Q: 3 clusters Score -738175.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -738298.875000 Penalty: 2835.050293
	Iteration 13Q: 3 clusters Score -738298.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -738451.937500 Penalty: 2835.050293
	Iteration 14Q: 3 clusters Score -738451.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -738585.562500 Penalty: 2835.050293
	Iteration 15Q: 3 clusters Score -738585.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -738678.937500 Penalty: 2835.050293
	Iteration 16Q: 3 clusters Score -738678.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -738756.750000 Penalty: 2835.050293
	Iteration 17Q: 3 clusters Score -738756.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -738838.000000 Penalty: 2835.050293
	Iteration 18Q: 3 clusters Score -738838 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -738899.312500 Penalty: 2835.050293
	Iteration 19Q: 3 clusters Score -738899.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -738959.500000 Penalty: 2835.050293
	Iteration 20F: 3 clusters Score -738959.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -739012.562500 Penalty: 2835.050293
	Iteration 21Q: 3 clusters Score -739012.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -739056.375000 Penalty: 2835.050293
	Iteration 22Q: 3 clusters Score -739056.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -739105.062500 Penalty: 2835.050293
	Iteration 23Q: 3 clusters Score -739105.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -739146.437500 Penalty: 2835.050293
	Iteration 24Q: 3 clusters Score -739146.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -739174.500000 Penalty: 2835.050293
	Iteration 25Q: 3 clusters Score -739174.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -739210.375000 Penalty: 2835.050293
	Iteration 26Q: 3 clusters Score -739210.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -739244.937500 Penalty: 2835.050293
	Iteration 27Q: 3 clusters Score -739244.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -739258.187500 Penalty: 2835.050293
	Iteration 28Q: 3 clusters Score -739258.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -739264.875000 Penalty: 2835.050293
	Iteration 29Q: 3 clusters Score -739264.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -739268.750000 Penalty: 2835.050293
	Iteration 30Q: 3 clusters Score -739268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -739271.500000 Penalty: 2835.050293
	Iteration 31Q: 3 clusters Score -739271.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -739273.437500 Penalty: 2835.050293
	Iteration 32Q: 3 clusters Score -739273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -739274.500000 Penalty: 2835.050293
	Iteration 33Q: 3 clusters Score -739274.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -739277.562500 Penalty: 2835.050293
	Iteration 34Q: 3 clusters Score -739277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -739278.312500 Penalty: 2835.050293
	Iteration 35Q: 3 clusters Score -739278.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -739278.312500 Penalty: 2835.050293
	Iteration 36Q: 3 clusters Score -739278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -739278.312500 Penalty: 2835.050293
	Iteration 37F: 3 clusters Score -739278.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Entering Unmasked Estep 
Score: -1263877.500000 Penalty: 1503.552856
	Iteration 0F: 2 clusters Score -1263878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1256450.250000 Penalty: 3007.105713
	Iteration 0F: 3 clusters Score -1256450 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1258886.125000 Penalty: 3007.105713
	Iteration 1F: 3 clusters Score -1258886 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1259161.750000 Penalty: 3007.105713
	Iteration 2F: 3 clusters Score -1259162 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1259374.500000 Penalty: 3007.105713
	Iteration 3F: 3 clusters Score -1259374 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1259570.375000 Penalty: 3007.105713
	Iteration 4Q: 3 clusters Score -1259570 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1259751.250000 Penalty: 3007.105713
	Iteration 5Q: 3 clusters Score -1259751 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1259932.625000 Penalty: 3007.105713
	Iteration 6Q: 3 clusters Score -1259933 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1260109.250000 Penalty: 3007.105713
	Iteration 7Q: 3 clusters Score -1260109 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1260321.875000 Penalty: 3007.105713
	Iteration 8Q: 3 clusters Score -1260322 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1260553.250000 Penalty: 3007.105713
	Iteration 9Q: 3 clusters Score -1260553 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1260803.250000 Penalty: 3007.105713
	Iteration 10Q: 3 clusters Score -1260803 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1261072.375000 Penalty: 3007.105713
	Iteration 11Q: 3 clusters Score -1261072 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1261325.000000 Penalty: 3007.105713
	Iteration 12Q: 3 clusters Score -1261325 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1261569.500000 Penalty: 3007.105713
	Iteration 13Q: 3 clusters Score -1261570 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1261808.250000 Penalty: 3007.105713
	Iteration 14Q: 3 clusters Score -1261808 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1261998.750000 Penalty: 3007.105713
	Iteration 15Q: 3 clusters Score -1261999 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1262167.250000 Penalty: 3007.105713
	Iteration 16Q: 3 clusters Score -1262167 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1262298.750000 Penalty: 3007.105713
	Iteration 17Q: 3 clusters Score -1262299 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1262422.000000 Penalty: 3007.105713
	Iteration 18Q: 3 clusters Score -1262422 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1262509.000000 Penalty: 3007.105713
	Iteration 19Q: 3 clusters Score -1262509 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1262566.500000 Penalty: 3007.105713
	Iteration 20F: 3 clusters Score -1262566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1262597.250000 Penalty: 3007.105713
	Iteration 21Q: 3 clusters Score -1262597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1262618.375000 Penalty: 3007.105713
	Iteration 22Q: 3 clusters Score -1262618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1262636.875000 Penalty: 3007.105713
	Iteration 23Q: 3 clusters Score -1262637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1262654.625000 Penalty: 3007.105713
	Iteration 24Q: 3 clusters Score -1262655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1262669.375000 Penalty: 3007.105713
	Iteration 25Q: 3 clusters Score -1262669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1262674.875000 Penalty: 3007.105713
	Iteration 26Q: 3 clusters Score -1262675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1262681.625000 Penalty: 3007.105713
	Iteration 27Q: 3 clusters Score -1262682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1262687.125000 Penalty: 3007.105713
	Iteration 28Q: 3 clusters Score -1262687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1262687.125000 Penalty: 3007.105713
	Iteration 29Q: 3 clusters Score -1262687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1262687.500000 Penalty: 3007.105713
	Iteration 30Q: 3 clusters Score -1262688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1262688.250000 Penalty: 3007.105713
	Iteration 31Q: 3 clusters Score -1262688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1262689.875000 Penalty: 3007.105713
	Iteration 32Q: 3 clusters Score -1262690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1262691.500000 Penalty: 3007.105713
	Iteration 33Q: 3 clusters Score -1262692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1262695.375000 Penalty: 3007.105713
	Iteration 34Q: 3 clusters Score -1262695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1262695.125000 Penalty: 3007.105713
	Iteration 35Q: 3 clusters Score -1262695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1262695.000000 Penalty: 3007.105713
	Iteration 36Q: 3 clusters Score -1262695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1262695.000000 Penalty: 3007.105713
	Iteration 37F: 3 clusters Score -1262695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Entering Unmasked Estep 
Score: -3543011.250000 Penalty: 1660.817139
	Iteration 0F: 2 clusters Score -3543011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3524377.250000 Penalty: 3321.634277
	Iteration 0F: 3 clusters Score -3524377 nChanged 12642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -3531774.750000 Penalty: 3321.634277
	Iteration 1F: 3 clusters Score -3531775 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3532653.000000 Penalty: 3321.634277
	Iteration 2F: 3 clusters Score -3532653 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3533856.250000 Penalty: 3321.634277
	Iteration 3F: 3 clusters Score -3533856 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3535368.250000 Penalty: 3321.634277
	Iteration 4F: 3 clusters Score -3535368 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -3536961.000000 Penalty: 3321.634277
	Iteration 5F: 3 clusters Score -3536961 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3538328.500000 Penalty: 3321.634277
	Iteration 6F: 3 clusters Score -3538328 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3539395.000000 Penalty: 3321.634277
	Iteration 7Q: 3 clusters Score -3539395 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3540166.250000 Penalty: 3321.634277
	Iteration 8Q: 3 clusters Score -3540166 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3540745.250000 Penalty: 3321.634277
	Iteration 9Q: 3 clusters Score -3540745 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3541138.750000 Penalty: 3321.634277
	Iteration 10Q: 3 clusters Score -3541139 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3541383.250000 Penalty: 3321.634277
	Iteration 11Q: 3 clusters Score -3541383 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3541497.750000 Penalty: 3321.634277
	Iteration 12Q: 3 clusters Score -3541498 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3541595.250000 Penalty: 3321.634277
	Iteration 13Q: 3 clusters Score -3541595 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3541651.250000 Penalty: 3321.634277
	Iteration 14Q: 3 clusters Score -3541651 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3541679.500000 Penalty: 3321.634277
	Iteration 15Q: 3 clusters Score -3541680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3541697.000000 Penalty: 3321.634277
	Iteration 16Q: 3 clusters Score -3541697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3541706.500000 Penalty: 3321.634277
	Iteration 17Q: 3 clusters Score -3541706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3541711.500000 Penalty: 3321.634277
	Iteration 18Q: 3 clusters Score -3541712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3541723.250000 Penalty: 3321.634277
	Iteration 19Q: 3 clusters Score -3541723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3541725.500000 Penalty: 3321.634277
	Iteration 20F: 3 clusters Score -3541726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3541724.500000 Penalty: 3321.634277
	Iteration 21Q: 3 clusters Score -3541724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3541730.500000 Penalty: 3321.634277
	Iteration 22Q: 3 clusters Score -3541730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3541733.250000 Penalty: 3321.634277
	Iteration 23Q: 3 clusters Score -3541733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3541733.250000 Penalty: 3321.634277
	Iteration 24F: 3 clusters Score -3541733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Entering Unmasked Estep 
Score: -808201.375000 Penalty: 1424.741577
	Iteration 0F: 2 clusters Score -808201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -803329.937500 Penalty: 2849.483154
	Iteration 0F: 3 clusters Score -803329.9 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -804870.187500 Penalty: 2849.483154
	Iteration 1F: 3 clusters Score -804870.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -805117.375000 Penalty: 2849.483154
	Iteration 2F: 3 clusters Score -805117.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -805332.562500 Penalty: 2849.483154
	Iteration 3F: 3 clusters Score -805332.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -805559.312500 Penalty: 2849.483154
	Iteration 4F: 3 clusters Score -805559.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -805854.062500 Penalty: 2849.483154
	Iteration 5F: 3 clusters Score -805854.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -806233.875000 Penalty: 2849.483154
	Iteration 6F: 3 clusters Score -806233.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -806582.312500 Penalty: 2849.483154
	Iteration 7F: 3 clusters Score -806582.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -806904.000000 Penalty: 2849.483154
	Iteration 8F: 3 clusters Score -806904 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -807148.687500 Penalty: 2849.483154
	Iteration 9F: 3 clusters Score -807148.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -807299.375000 Penalty: 2849.483154
	Iteration 10Q: 3 clusters Score -807299.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -807411.937500 Penalty: 2849.483154
	Iteration 11Q: 3 clusters Score -807411.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -807495.625000 Penalty: 2849.483154
	Iteration 12Q: 3 clusters Score -807495.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -807546.062500 Penalty: 2849.483154
	Iteration 13Q: 3 clusters Score -807546.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -807577.875000 Penalty: 2849.483154
	Iteration 14Q: 3 clusters Score -807577.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -807597.375000 Penalty: 2849.483154
	Iteration 15Q: 3 clusters Score -807597.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -807611.812500 Penalty: 2849.483154
	Iteration 16Q: 3 clusters Score -807611.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -807619.937500 Penalty: 2849.483154
	Iteration 17Q: 3 clusters Score -807619.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -807627.937500 Penalty: 2849.483154
	Iteration 18Q: 3 clusters Score -807627.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -807630.625000 Penalty: 2849.483154
	Iteration 19Q: 3 clusters Score -807630.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -807636.125000 Penalty: 2849.483154
	Iteration 20F: 3 clusters Score -807636.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -807640.937500 Penalty: 2849.483154
	Iteration 21Q: 3 clusters Score -807640.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -807641.062500 Penalty: 2849.483154
	Iteration 22Q: 3 clusters Score -807641.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -807644.250000 Penalty: 2849.483154
	Iteration 23Q: 3 clusters Score -807644.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -807647.875000 Penalty: 2849.483154
	Iteration 24Q: 3 clusters Score -807647.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -807647.750000 Penalty: 2849.483154
	Iteration 25Q: 3 clusters Score -807647.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -807648.312500 Penalty: 2849.483154
	Iteration 26Q: 3 clusters Score -807648.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -807648.812500 Penalty: 2849.483154
	Iteration 27Q: 3 clusters Score -807648.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -807650.500000 Penalty: 2849.483154
	Iteration 28Q: 3 clusters Score -807650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -807650.437500 Penalty: 2849.483154
	Iteration 29Q: 3 clusters Score -807650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -807650.125000 Penalty: 2849.483154
	Iteration 30Q: 3 clusters Score -807650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -807649.500000 Penalty: 2849.483154
	Iteration 31Q: 3 clusters Score -807649.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -807651.750000 Penalty: 2849.483154
	Iteration 32Q: 3 clusters Score -807651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -807651.312500 Penalty: 2849.483154
	Iteration 33Q: 3 clusters Score -807651.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -807651.312500 Penalty: 2849.483154
	Iteration 34F: 3 clusters Score -807651.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Entering Unmasked Estep 
Score: -975219.562500 Penalty: 1454.587891
	Iteration 0F: 2 clusters Score -975219.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -969544.625000 Penalty: 2909.175781
	Iteration 0F: 3 clusters Score -969544.6 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -971336.937500 Penalty: 2909.175781
	Iteration 1F: 3 clusters Score -971336.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -971664.500000 Penalty: 2909.175781
	Iteration 2F: 3 clusters Score -971664.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -972032.250000 Penalty: 2909.175781
	Iteration 3F: 3 clusters Score -972032.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -972407.625000 Penalty: 2909.175781
	Iteration 4F: 3 clusters Score -972407.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -972788.187500 Penalty: 2909.175781
	Iteration 5F: 3 clusters Score -972788.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -973159.375000 Penalty: 2909.175781
	Iteration 6F: 3 clusters Score -973159.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -973463.750000 Penalty: 2909.175781
	Iteration 7F: 3 clusters Score -973463.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -973707.437500 Penalty: 2909.175781
	Iteration 8Q: 3 clusters Score -973707.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -973898.375000 Penalty: 2909.175781
	Iteration 9Q: 3 clusters Score -973898.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -974068.250000 Penalty: 2909.175781
	Iteration 10Q: 3 clusters Score -974068.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -974203.437500 Penalty: 2909.175781
	Iteration 11Q: 3 clusters Score -974203.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -974349.937500 Penalty: 2909.175781
	Iteration 12Q: 3 clusters Score -974349.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -974464.500000 Penalty: 2909.175781
	Iteration 13Q: 3 clusters Score -974464.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -974556.750000 Penalty: 2909.175781
	Iteration 14Q: 3 clusters Score -974556.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -974608.125000 Penalty: 2909.175781
	Iteration 15Q: 3 clusters Score -974608.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -974650.750000 Penalty: 2909.175781
	Iteration 16Q: 3 clusters Score -974650.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -974670.125000 Penalty: 2909.175781
	Iteration 17Q: 3 clusters Score -974670.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -974679.437500 Penalty: 2909.175781
	Iteration 18Q: 3 clusters Score -974679.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -974693.750000 Penalty: 2909.175781
	Iteration 19Q: 3 clusters Score -974693.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -974705.437500 Penalty: 2909.175781
	Iteration 20F: 3 clusters Score -974705.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -974711.125000 Penalty: 2909.175781
	Iteration 21Q: 3 clusters Score -974711.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -974713.312500 Penalty: 2909.175781
	Iteration 22Q: 3 clusters Score -974713.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -974714.562500 Penalty: 2909.175781
	Iteration 23Q: 3 clusters Score -974714.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -974714.562500 Penalty: 2909.175781
	Iteration 24F: 3 clusters Score -974714.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Entering Unmasked Estep 
Score: -1870865.000000 Penalty: 1561.011719
	Iteration 0F: 2 clusters Score -1870865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1860530.875000 Penalty: 3122.023438
	Iteration 0F: 3 clusters Score -1860531 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1864156.500000 Penalty: 3122.023438
	Iteration 1F: 3 clusters Score -1864156 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1864639.750000 Penalty: 3122.023438
	Iteration 2F: 3 clusters Score -1864640 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1865154.125000 Penalty: 3122.023438
	Iteration 3F: 3 clusters Score -1865154 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1865702.875000 Penalty: 3122.023438
	Iteration 4F: 3 clusters Score -1865703 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1866333.250000 Penalty: 3122.023438
	Iteration 5F: 3 clusters Score -1866333 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1867008.375000 Penalty: 3122.023438
	Iteration 6F: 3 clusters Score -1867008 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1867712.000000 Penalty: 3122.023438
	Iteration 7F: 3 clusters Score -1867712 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1868353.625000 Penalty: 3122.023438
	Iteration 8F: 3 clusters Score -1868354 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1868797.625000 Penalty: 3122.023438
	Iteration 9Q: 3 clusters Score -1868798 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1869051.375000 Penalty: 3122.023438
	Iteration 10Q: 3 clusters Score -1869051 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1869185.125000 Penalty: 3122.023438
	Iteration 11Q: 3 clusters Score -1869185 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1869269.250000 Penalty: 3122.023438
	Iteration 12Q: 3 clusters Score -1869269 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1869339.750000 Penalty: 3122.023438
	Iteration 13Q: 3 clusters Score -1869340 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1869385.750000 Penalty: 3122.023438
	Iteration 14Q: 3 clusters Score -1869386 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1869432.000000 Penalty: 3122.023438
	Iteration 15Q: 3 clusters Score -1869432 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1869461.875000 Penalty: 3122.023438
	Iteration 16Q: 3 clusters Score -1869462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1869496.125000 Penalty: 3122.023438
	Iteration 17Q: 3 clusters Score -1869496 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1869528.875000 Penalty: 3122.023438
	Iteration 18Q: 3 clusters Score -1869529 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1869546.375000 Penalty: 3122.023438
	Iteration 19Q: 3 clusters Score -1869546 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1869569.625000 Penalty: 3122.023438
	Iteration 20F: 3 clusters Score -1869570 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1869597.875000 Penalty: 3122.023438
	Iteration 21Q: 3 clusters Score -1869598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1869628.750000 Penalty: 3122.023438
	Iteration 22Q: 3 clusters Score -1869629 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1869651.250000 Penalty: 3122.023438
	Iteration 23Q: 3 clusters Score -1869651 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1869676.125000 Penalty: 3122.023438
	Iteration 24Q: 3 clusters Score -1869676 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1869697.125000 Penalty: 3122.023438
	Iteration 25Q: 3 clusters Score -1869697 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1869719.750000 Penalty: 3122.023438
	Iteration 26Q: 3 clusters Score -1869720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1869749.625000 Penalty: 3122.023438
	Iteration 27Q: 3 clusters Score -1869750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1869775.875000 Penalty: 3122.023438
	Iteration 28Q: 3 clusters Score -1869776 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1869802.500000 Penalty: 3122.023438
	Iteration 29Q: 3 clusters Score -1869802 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1869827.750000 Penalty: 3122.023438
	Iteration 30Q: 3 clusters Score -1869828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1869849.375000 Penalty: 3122.023438
	Iteration 31Q: 3 clusters Score -1869849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1869871.750000 Penalty: 3122.023438
	Iteration 32Q: 3 clusters Score -1869872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1869889.375000 Penalty: 3122.023438
	Iteration 33Q: 3 clusters Score -1869889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1869903.250000 Penalty: 3122.023438
	Iteration 34Q: 3 clusters Score -1869903 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1869911.500000 Penalty: 3122.023438
	Iteration 35Q: 3 clusters Score -1869912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1869921.375000 Penalty: 3122.023438
	Iteration 36Q: 3 clusters Score -1869921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1869921.000000 Penalty: 3122.023438
	Iteration 37Q: 3 clusters Score -1869921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1869930.500000 Penalty: 3122.023438
	Iteration 38Q: 3 clusters Score -1869930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1869930.000000 Penalty: 3122.023438
	Iteration 39Q: 3 clusters Score -1869930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1869932.750000 Penalty: 3122.023438
	Iteration 40F: 3 clusters Score -1869933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1869934.000000 Penalty: 3122.023438
	Iteration 41Q: 3 clusters Score -1869934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1869934.750000 Penalty: 3122.023438
	Iteration 42Q: 3 clusters Score -1869935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1869937.000000 Penalty: 3122.023438
	Iteration 43Q: 3 clusters Score -1869937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1869939.625000 Penalty: 3122.023438
	Iteration 44Q: 3 clusters Score -1869940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1869937.750000 Penalty: 3122.023438
	Iteration 45Q: 3 clusters Score -1869938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1869938.250000 Penalty: 3122.023438
	Iteration 46Q: 3 clusters Score -1869938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1869939.625000 Penalty: 3122.023438
	Iteration 47Q: 3 clusters Score -1869940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1869936.875000 Penalty: 3122.023438
	Iteration 48Q: 3 clusters Score -1869937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1869937.750000 Penalty: 3122.023438
	Iteration 49Q: 3 clusters Score -1869938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1869941.250000 Penalty: 3122.023438
	Iteration 50Q: 3 clusters Score -1869941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1869941.000000 Penalty: 3122.023438
	Iteration 51Q: 3 clusters Score -1869941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1869943.750000 Penalty: 3122.023438
	Iteration 52Q: 3 clusters Score -1869944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1869943.250000 Penalty: 3122.023438
	Iteration 53Q: 3 clusters Score -1869943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1869943.625000 Penalty: 3122.023438
	Iteration 54Q: 3 clusters Score -1869944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1869943.625000 Penalty: 3122.023438
	Iteration 55F: 3 clusters Score -1869944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -413874.843750 Penalty: 1303.560791
	Iteration 0F: 2 clusters Score -413874.8 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 1516 members 
Entering Unmasked Estep 
Score: -411091.093750 Penalty: 2607.121582
	Iteration 0F: 3 clusters Score -411091.1 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -411710.031250 Penalty: 2607.121582
	Iteration 1F: 3 clusters Score -411710 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -411848.906250 Penalty: 2607.121582
	Iteration 2F: 3 clusters Score -411848.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -411922.968750 Penalty: 2607.121582
	Iteration 3Q: 3 clusters Score -411923 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -411974.156250 Penalty: 2607.121582
	Iteration 4Q: 3 clusters Score -411974.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -412007.062500 Penalty: 2607.121582
	Iteration 5Q: 3 clusters Score -412007.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -412036.125000 Penalty: 2607.121582
	Iteration 6Q: 3 clusters Score -412036.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -412056.562500 Penalty: 2607.121582
	Iteration 7Q: 3 clusters Score -412056.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -412073.093750 Penalty: 2607.121582
	Iteration 8Q: 3 clusters Score -412073.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -412086.156250 Penalty: 2607.121582
	Iteration 9Q: 3 clusters Score -412086.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -412097.656250 Penalty: 2607.121582
	Iteration 10Q: 3 clusters Score -412097.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -412105.406250 Penalty: 2607.121582
	Iteration 11Q: 3 clusters Score -412105.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -412109.593750 Penalty: 2607.121582
	Iteration 12Q: 3 clusters Score -412109.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -412112.843750 Penalty: 2607.121582
	Iteration 13Q: 3 clusters Score -412112.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -412114.625000 Penalty: 2607.121582
	Iteration 14Q: 3 clusters Score -412114.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -412116.437500 Penalty: 2607.121582
	Iteration 15Q: 3 clusters Score -412116.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -412119.000000 Penalty: 2607.121582
	Iteration 16Q: 3 clusters Score -412119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -412119.593750 Penalty: 2607.121582
	Iteration 17Q: 3 clusters Score -412119.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -412122.906250 Penalty: 2607.121582
	Iteration 18Q: 3 clusters Score -412122.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -412124.843750 Penalty: 2607.121582
	Iteration 19Q: 3 clusters Score -412124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -412125.906250 Penalty: 2607.121582
	Iteration 20F: 3 clusters Score -412125.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -412127.250000 Penalty: 2607.121582
	Iteration 21Q: 3 clusters Score -412127.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -412127.843750 Penalty: 2607.121582
	Iteration 22Q: 3 clusters Score -412127.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -412130.937500 Penalty: 2607.121582
	Iteration 23Q: 3 clusters Score -412130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -412133.000000 Penalty: 2607.121582
	Iteration 24Q: 3 clusters Score -412133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -412134.406250 Penalty: 2607.121582
	Iteration 25Q: 3 clusters Score -412134.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -412135.562500 Penalty: 2607.121582
	Iteration 26Q: 3 clusters Score -412135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -412136.875000 Penalty: 2607.121582
	Iteration 27Q: 3 clusters Score -412136.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -412137.687500 Penalty: 2607.121582
	Iteration 28Q: 3 clusters Score -412137.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -412138.156250 Penalty: 2607.121582
	Iteration 29Q: 3 clusters Score -412138.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -412139.468750 Penalty: 2607.121582
	Iteration 30Q: 3 clusters Score -412139.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -412140.843750 Penalty: 2607.121582
	Iteration 31Q: 3 clusters Score -412140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -412140.812500 Penalty: 2607.121582
	Iteration 32Q: 3 clusters Score -412140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -412141.531250 Penalty: 2607.121582
	Iteration 33Q: 3 clusters Score -412141.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -412142.000000 Penalty: 2607.121582
	Iteration 34Q: 3 clusters Score -412142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -412142.843750 Penalty: 2607.121582
	Iteration 35Q: 3 clusters Score -412142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -412142.250000 Penalty: 2607.121582
	Iteration 36Q: 3 clusters Score -412142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -412142.812500 Penalty: 2607.121582
	Iteration 37Q: 3 clusters Score -412142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -412143.968750 Penalty: 2607.121582
	Iteration 38Q: 3 clusters Score -412144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -412144.968750 Penalty: 2607.121582
	Iteration 39Q: 3 clusters Score -412145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -412144.625000 Penalty: 2607.121582
	Iteration 40F: 3 clusters Score -412144.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Entering Unmasked Estep 
Score: -688990.500000 Penalty: 1414.049805
	Iteration 0F: 2 clusters Score -688990.5 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 3007 members 
Entering Unmasked Estep 
Score: -684417.687500 Penalty: 2828.099609
	Iteration 0F: 3 clusters Score -684417.7 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -686084.250000 Penalty: 2828.099609
	Iteration 1F: 3 clusters Score -686084.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -686589.000000 Penalty: 2828.099609
	Iteration 2F: 3 clusters Score -686589 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -686921.062500 Penalty: 2828.099609
	Iteration 3F: 3 clusters Score -686921.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -687145.937500 Penalty: 2828.099609
	Iteration 4F: 3 clusters Score -687145.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -687305.062500 Penalty: 2828.099609
	Iteration 5Q: 3 clusters Score -687305.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -687422.937500 Penalty: 2828.099609
	Iteration 6Q: 3 clusters Score -687422.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -687522.562500 Penalty: 2828.099609
	Iteration 7Q: 3 clusters Score -687522.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -687602.625000 Penalty: 2828.099609
	Iteration 8Q: 3 clusters Score -687602.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -687682.312500 Penalty: 2828.099609
	Iteration 9Q: 3 clusters Score -687682.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -687747.750000 Penalty: 2828.099609
	Iteration 10Q: 3 clusters Score -687747.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -687797.062500 Penalty: 2828.099609
	Iteration 11Q: 3 clusters Score -687797.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -687839.125000 Penalty: 2828.099609
	Iteration 12Q: 3 clusters Score -687839.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -687871.187500 Penalty: 2828.099609
	Iteration 13Q: 3 clusters Score -687871.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -687892.437500 Penalty: 2828.099609
	Iteration 14Q: 3 clusters Score -687892.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -687907.375000 Penalty: 2828.099609
	Iteration 15Q: 3 clusters Score -687907.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -687928.875000 Penalty: 2828.099609
	Iteration 16Q: 3 clusters Score -687928.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -687950.937500 Penalty: 2828.099609
	Iteration 17Q: 3 clusters Score -687950.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -687977.250000 Penalty: 2828.099609
	Iteration 18Q: 3 clusters Score -687977.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -687998.875000 Penalty: 2828.099609
	Iteration 19Q: 3 clusters Score -687998.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -688021.750000 Penalty: 2828.099609
	Iteration 20F: 3 clusters Score -688021.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -688039.875000 Penalty: 2828.099609
	Iteration 21Q: 3 clusters Score -688039.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -688055.500000 Penalty: 2828.099609
	Iteration 22Q: 3 clusters Score -688055.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -688068.687500 Penalty: 2828.099609
	Iteration 23Q: 3 clusters Score -688068.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -688079.750000 Penalty: 2828.099609
	Iteration 24Q: 3 clusters Score -688079.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -688091.000000 Penalty: 2828.099609
	Iteration 25Q: 3 clusters Score -688091 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -688110.312500 Penalty: 2828.099609
	Iteration 26Q: 3 clusters Score -688110.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -688127.000000 Penalty: 2828.099609
	Iteration 27Q: 3 clusters Score -688127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -688141.750000 Penalty: 2828.099609
	Iteration 28Q: 3 clusters Score -688141.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -688150.375000 Penalty: 2828.099609
	Iteration 29Q: 3 clusters Score -688150.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -688161.125000 Penalty: 2828.099609
	Iteration 30Q: 3 clusters Score -688161.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -688181.562500 Penalty: 2828.099609
	Iteration 31Q: 3 clusters Score -688181.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -688218.812500 Penalty: 2828.099609
	Iteration 32Q: 3 clusters Score -688218.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -688261.875000 Penalty: 2828.099609
	Iteration 33Q: 3 clusters Score -688261.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -688300.125000 Penalty: 2828.099609
	Iteration 34Q: 3 clusters Score -688300.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -688350.562500 Penalty: 2828.099609
	Iteration 35Q: 3 clusters Score -688350.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -688397.750000 Penalty: 2828.099609
	Iteration 36Q: 3 clusters Score -688397.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -688436.875000 Penalty: 2828.099609
	Iteration 37Q: 3 clusters Score -688436.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -688455.812500 Penalty: 2828.099609
	Iteration 38Q: 3 clusters Score -688455.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -688464.687500 Penalty: 2828.099609
	Iteration 39Q: 3 clusters Score -688464.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -688467.375000 Penalty: 2828.099609
	Iteration 40F: 3 clusters Score -688467.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -688469.437500 Penalty: 2828.099609
	Iteration 41Q: 3 clusters Score -688469.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -688470.875000 Penalty: 2828.099609
	Iteration 42Q: 3 clusters Score -688470.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -688474.250000 Penalty: 2828.099609
	Iteration 43Q: 3 clusters Score -688474.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -688478.000000 Penalty: 2828.099609
	Iteration 44Q: 3 clusters Score -688478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -688479.812500 Penalty: 2828.099609
	Iteration 45Q: 3 clusters Score -688479.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -688480.875000 Penalty: 2828.099609
	Iteration 46Q: 3 clusters Score -688480.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -688482.250000 Penalty: 2828.099609
	Iteration 47Q: 3 clusters Score -688482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -688483.000000 Penalty: 2828.099609
	Iteration 48Q: 3 clusters Score -688483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -688484.125000 Penalty: 2828.099609
	Iteration 49Q: 3 clusters Score -688484.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -688483.750000 Penalty: 2828.099609
	Iteration 50Q: 3 clusters Score -688483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -688482.937500 Penalty: 2828.099609
	Iteration 51Q: 3 clusters Score -688482.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -688482.937500 Penalty: 2828.099609
	Iteration 52F: 3 clusters Score -688482.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Entering Unmasked Estep 
Score: -6758164.500000 Penalty: 1768.764526
	Iteration 0F: 2 clusters Score -6758164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -6722432.000000 Penalty: 3537.529053
	Iteration 0F: 3 clusters Score -6722432 nChanged 25053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -6736613.000000 Penalty: 3537.529053
	Iteration 1F: 3 clusters Score -6736613 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -6737096.500000 Penalty: 3537.529053
	Iteration 2Q: 3 clusters Score -6737096 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -6737624.500000 Penalty: 3537.529053
	Iteration 3Q: 3 clusters Score -6737624 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -6738139.000000 Penalty: 3537.529053
	Iteration 4Q: 3 clusters Score -6738139 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -6738717.500000 Penalty: 3537.529053
	Iteration 5Q: 3 clusters Score -6738718 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -6739455.000000 Penalty: 3537.529053
	Iteration 6Q: 3 clusters Score -6739455 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -6740415.000000 Penalty: 3537.529053
	Iteration 7Q: 3 clusters Score -6740415 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -6741443.500000 Penalty: 3537.529053
	Iteration 8Q: 3 clusters Score -6741444 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -6742724.000000 Penalty: 3537.529053
	Iteration 9F: 3 clusters Score -6742724 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -6744310.000000 Penalty: 3537.529053
	Iteration 10F: 3 clusters Score -6744310 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -6745965.000000 Penalty: 3537.529053
	Iteration 11F: 3 clusters Score -6745965 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -6747722.000000 Penalty: 3537.529053
	Iteration 12Q: 3 clusters Score -6747722 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -6749516.000000 Penalty: 3537.529053
	Iteration 13Q: 3 clusters Score -6749516 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -6751370.500000 Penalty: 3537.529053
	Iteration 14Q: 3 clusters Score -6751370 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -6752943.500000 Penalty: 3537.529053
	Iteration 15Q: 3 clusters Score -6752944 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -6754118.500000 Penalty: 3537.529053
	Iteration 16Q: 3 clusters Score -6754118 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -6754900.500000 Penalty: 3537.529053
	Iteration 17Q: 3 clusters Score -6754900 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -6755364.500000 Penalty: 3537.529053
	Iteration 18Q: 3 clusters Score -6755364 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 50838 members 
Entering Unmasked Estep 
Score: -6755676.000000 Penalty: 3537.529053
	Iteration 19Q: 3 clusters Score -6755676 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -6755964.500000 Penalty: 3537.529053
	Iteration 20F: 3 clusters Score -6755964 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -6756169.000000 Penalty: 3537.529053
	Iteration 21Q: 3 clusters Score -6756169 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -6756304.000000 Penalty: 3537.529053
	Iteration 22Q: 3 clusters Score -6756304 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -6756392.000000 Penalty: 3537.529053
	Iteration 23Q: 3 clusters Score -6756392 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -6756458.000000 Penalty: 3537.529053
	Iteration 24Q: 3 clusters Score -6756458 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -6756502.500000 Penalty: 3537.529053
	Iteration 25Q: 3 clusters Score -6756502 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -6756518.000000 Penalty: 3537.529053
	Iteration 26Q: 3 clusters Score -6756518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -6756554.000000 Penalty: 3537.529053
	Iteration 27Q: 3 clusters Score -6756554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -6756585.500000 Penalty: 3537.529053
	Iteration 28Q: 3 clusters Score -6756586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -6756615.000000 Penalty: 3537.529053
	Iteration 29Q: 3 clusters Score -6756615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -6756629.000000 Penalty: 3537.529053
	Iteration 30Q: 3 clusters Score -6756629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -6756644.500000 Penalty: 3537.529053
	Iteration 31Q: 3 clusters Score -6756644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -6756640.000000 Penalty: 3537.529053
	Iteration 32Q: 3 clusters Score -6756640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -6756642.500000 Penalty: 3537.529053
	Iteration 33Q: 3 clusters Score -6756642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -6756653.500000 Penalty: 3537.529053
	Iteration 34Q: 3 clusters Score -6756654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -6756658.500000 Penalty: 3537.529053
	Iteration 35Q: 3 clusters Score -6756658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -6756663.500000 Penalty: 3537.529053
	Iteration 36Q: 3 clusters Score -6756664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -6756660.000000 Penalty: 3537.529053
	Iteration 37Q: 3 clusters Score -6756660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -6756668.000000 Penalty: 3537.529053
	Iteration 38Q: 3 clusters Score -6756668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -6756664.500000 Penalty: 3537.529053
	Iteration 39Q: 3 clusters Score -6756664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -6756661.500000 Penalty: 3537.529053
	Iteration 40F: 3 clusters Score -6756662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -6756661.000000 Penalty: 3537.529053
	Iteration 41Q: 3 clusters Score -6756661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -6756664.500000 Penalty: 3537.529053
	Iteration 42Q: 3 clusters Score -6756664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -6756669.000000 Penalty: 3537.529053
	Iteration 43Q: 3 clusters Score -6756669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -6756668.000000 Penalty: 3537.529053
	Iteration 44Q: 3 clusters Score -6756668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -6756670.500000 Penalty: 3537.529053
	Iteration 45Q: 3 clusters Score -6756670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -6756677.000000 Penalty: 3537.529053
	Iteration 46Q: 3 clusters Score -6756677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -6756671.500000 Penalty: 3537.529053
	Iteration 47Q: 3 clusters Score -6756672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -6756671.000000 Penalty: 3537.529053
	Iteration 48Q: 3 clusters Score -6756671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -6756674.000000 Penalty: 3537.529053
	Iteration 49Q: 3 clusters Score -6756674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -6756677.000000 Penalty: 3537.529053
	Iteration 50Q: 3 clusters Score -6756677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -6756678.500000 Penalty: 3537.529053
	Iteration 51Q: 3 clusters Score -6756678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -6756681.000000 Penalty: 3537.529053
	Iteration 52Q: 3 clusters Score -6756681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -6756687.500000 Penalty: 3537.529053
	Iteration 53Q: 3 clusters Score -6756688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -6756685.500000 Penalty: 3537.529053
	Iteration 54Q: 3 clusters Score -6756686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -6756684.500000 Penalty: 3537.529053
	Iteration 55Q: 3 clusters Score -6756684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -6756683.000000 Penalty: 3537.529053
	Iteration 56Q: 3 clusters Score -6756683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -6756686.000000 Penalty: 3537.529053
	Iteration 57Q: 3 clusters Score -6756686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -6756690.500000 Penalty: 3537.529053
	Iteration 58Q: 3 clusters Score -6756690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -6756692.000000 Penalty: 3537.529053
	Iteration 59Q: 3 clusters Score -6756692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -6756692.000000 Penalty: 3537.529053
	Iteration 60F: 3 clusters Score -6756692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -6756697.500000 Penalty: 3537.529053
	Iteration 61Q: 3 clusters Score -6756698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -6756695.000000 Penalty: 3537.529053
	Iteration 62Q: 3 clusters Score -6756695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -6756696.500000 Penalty: 3537.529053
	Iteration 63Q: 3 clusters Score -6756696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -6756699.500000 Penalty: 3537.529053
	Iteration 64Q: 3 clusters Score -6756700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -6756694.500000 Penalty: 3537.529053
	Iteration 65Q: 3 clusters Score -6756694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -6756694.500000 Penalty: 3537.529053
	Iteration 66Q: 3 clusters Score -6756694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -6756694.500000 Penalty: 3537.529053
	Iteration 67F: 3 clusters Score -6756694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -313548.343750 Penalty: 1278.217773
	Iteration 0F: 2 clusters Score -313548.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -311075.156250 Penalty: 2556.435547
	Iteration 0F: 3 clusters Score -311075.2 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -311684.218750 Penalty: 2556.435547
	Iteration 1F: 3 clusters Score -311684.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -311850.031250 Penalty: 2556.435547
	Iteration 2F: 3 clusters Score -311850 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -312003.062500 Penalty: 2556.435547
	Iteration 3F: 3 clusters Score -312003.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -312135.187500 Penalty: 2556.435547
	Iteration 4F: 3 clusters Score -312135.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -312247.156250 Penalty: 2556.435547
	Iteration 5F: 3 clusters Score -312247.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -312327.593750 Penalty: 2556.435547
	Iteration 6Q: 3 clusters Score -312327.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -312383.062500 Penalty: 2556.435547
	Iteration 7Q: 3 clusters Score -312383.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -312425.343750 Penalty: 2556.435547
	Iteration 8Q: 3 clusters Score -312425.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -312476.406250 Penalty: 2556.435547
	Iteration 9Q: 3 clusters Score -312476.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -312509.406250 Penalty: 2556.435547
	Iteration 10Q: 3 clusters Score -312509.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -312529.843750 Penalty: 2556.435547
	Iteration 11Q: 3 clusters Score -312529.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -312554.375000 Penalty: 2556.435547
	Iteration 12Q: 3 clusters Score -312554.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -312573.812500 Penalty: 2556.435547
	Iteration 13Q: 3 clusters Score -312573.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -312589.187500 Penalty: 2556.435547
	Iteration 14Q: 3 clusters Score -312589.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -312597.062500 Penalty: 2556.435547
	Iteration 15Q: 3 clusters Score -312597.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -312601.843750 Penalty: 2556.435547
	Iteration 16Q: 3 clusters Score -312601.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -312608.593750 Penalty: 2556.435547
	Iteration 17Q: 3 clusters Score -312608.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -312610.875000 Penalty: 2556.435547
	Iteration 18Q: 3 clusters Score -312610.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -312614.281250 Penalty: 2556.435547
	Iteration 19Q: 3 clusters Score -312614.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -312616.750000 Penalty: 2556.435547
	Iteration 20F: 3 clusters Score -312616.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -312620.281250 Penalty: 2556.435547
	Iteration 21Q: 3 clusters Score -312620.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -312624.875000 Penalty: 2556.435547
	Iteration 22Q: 3 clusters Score -312624.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -312626.406250 Penalty: 2556.435547
	Iteration 23Q: 3 clusters Score -312626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -312629.093750 Penalty: 2556.435547
	Iteration 24Q: 3 clusters Score -312629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -312630.531250 Penalty: 2556.435547
	Iteration 25Q: 3 clusters Score -312630.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -312631.062500 Penalty: 2556.435547
	Iteration 26Q: 3 clusters Score -312631.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -312631.062500 Penalty: 2556.435547
	Iteration 27F: 3 clusters Score -312631.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -24165.902344 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -24165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23425.220703 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -23425.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23530.085938 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -23530.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23577.316406 Penalty: 1765.959717
	Iteration 2Q: 3 clusters Score -23577.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23588.560547 Penalty: 1765.959717
	Iteration 3Q: 3 clusters Score -23588.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23613.929688 Penalty: 1765.959717
	Iteration 4Q: 3 clusters Score -23613.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23634.349609 Penalty: 1765.959717
	Iteration 5Q: 3 clusters Score -23634.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23640.818359 Penalty: 1765.959717
	Iteration 6Q: 3 clusters Score -23640.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23643.736328 Penalty: 1765.959717
	Iteration 7Q: 3 clusters Score -23643.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23645.511719 Penalty: 1765.959717
	Iteration 8Q: 3 clusters Score -23645.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23647.451172 Penalty: 1765.959717
	Iteration 9Q: 3 clusters Score -23647.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23647.451172 Penalty: 1765.959717
	Iteration 10F: 3 clusters Score -23647.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Entering Unmasked Estep 
Score: -453189.031250 Penalty: 1356.906494
	Iteration 0F: 2 clusters Score -453189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -449701.937500 Penalty: 2713.812988
	Iteration 0F: 3 clusters Score -449701.9 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -450861.531250 Penalty: 2713.812988
	Iteration 1F: 3 clusters Score -450861.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -451252.906250 Penalty: 2713.812988
	Iteration 2F: 3 clusters Score -451252.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -451577.500000 Penalty: 2713.812988
	Iteration 3F: 3 clusters Score -451577.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -451815.218750 Penalty: 2713.812988
	Iteration 4F: 3 clusters Score -451815.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -451974.781250 Penalty: 2713.812988
	Iteration 5F: 3 clusters Score -451974.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -452084.593750 Penalty: 2713.812988
	Iteration 6Q: 3 clusters Score -452084.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -452154.343750 Penalty: 2713.812988
	Iteration 7Q: 3 clusters Score -452154.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -452207.750000 Penalty: 2713.812988
	Iteration 8Q: 3 clusters Score -452207.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -452257.437500 Penalty: 2713.812988
	Iteration 9Q: 3 clusters Score -452257.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -452298.312500 Penalty: 2713.812988
	Iteration 10Q: 3 clusters Score -452298.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -452344.937500 Penalty: 2713.812988
	Iteration 11Q: 3 clusters Score -452344.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -452391.500000 Penalty: 2713.812988
	Iteration 12Q: 3 clusters Score -452391.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -452434.312500 Penalty: 2713.812988
	Iteration 13Q: 3 clusters Score -452434.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -452475.843750 Penalty: 2713.812988
	Iteration 14Q: 3 clusters Score -452475.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -452527.406250 Penalty: 2713.812988
	Iteration 15Q: 3 clusters Score -452527.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -452578.562500 Penalty: 2713.812988
	Iteration 16Q: 3 clusters Score -452578.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -452628.031250 Penalty: 2713.812988
	Iteration 17Q: 3 clusters Score -452628 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -452668.750000 Penalty: 2713.812988
	Iteration 18Q: 3 clusters Score -452668.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -452704.375000 Penalty: 2713.812988
	Iteration 19Q: 3 clusters Score -452704.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -452747.281250 Penalty: 2713.812988
	Iteration 20F: 3 clusters Score -452747.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -452786.937500 Penalty: 2713.812988
	Iteration 21Q: 3 clusters Score -452786.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -452820.562500 Penalty: 2713.812988
	Iteration 22Q: 3 clusters Score -452820.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -452848.406250 Penalty: 2713.812988
	Iteration 23Q: 3 clusters Score -452848.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -452865.593750 Penalty: 2713.812988
	Iteration 24Q: 3 clusters Score -452865.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -452876.500000 Penalty: 2713.812988
	Iteration 25Q: 3 clusters Score -452876.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -452886.093750 Penalty: 2713.812988
	Iteration 26Q: 3 clusters Score -452886.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -452891.125000 Penalty: 2713.812988
	Iteration 27Q: 3 clusters Score -452891.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -452894.718750 Penalty: 2713.812988
	Iteration 28Q: 3 clusters Score -452894.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -452898.312500 Penalty: 2713.812988
	Iteration 29Q: 3 clusters Score -452898.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -452903.968750 Penalty: 2713.812988
	Iteration 30Q: 3 clusters Score -452904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -452906.718750 Penalty: 2713.812988
	Iteration 31Q: 3 clusters Score -452906.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -452908.718750 Penalty: 2713.812988
	Iteration 32Q: 3 clusters Score -452908.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -452909.406250 Penalty: 2713.812988
	Iteration 33Q: 3 clusters Score -452909.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -452911.218750 Penalty: 2713.812988
	Iteration 34Q: 3 clusters Score -452911.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -452911.375000 Penalty: 2713.812988
	Iteration 35Q: 3 clusters Score -452911.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -452912.000000 Penalty: 2713.812988
	Iteration 36Q: 3 clusters Score -452912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -452914.000000 Penalty: 2713.812988
	Iteration 37Q: 3 clusters Score -452914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -452913.187500 Penalty: 2713.812988
	Iteration 38Q: 3 clusters Score -452913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -452913.656250 Penalty: 2713.812988
	Iteration 39Q: 3 clusters Score -452913.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -452913.968750 Penalty: 2713.812988
	Iteration 40F: 3 clusters Score -452914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -452915.375000 Penalty: 2713.812988
	Iteration 41Q: 3 clusters Score -452915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -452915.937500 Penalty: 2713.812988
	Iteration 42Q: 3 clusters Score -452915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -452915.531250 Penalty: 2713.812988
	Iteration 43Q: 3 clusters Score -452915.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -452915.968750 Penalty: 2713.812988
	Iteration 44Q: 3 clusters Score -452916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -452917.562500 Penalty: 2713.812988
	Iteration 45Q: 3 clusters Score -452917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -452916.906250 Penalty: 2713.812988
	Iteration 46Q: 3 clusters Score -452916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -452916.875000 Penalty: 2713.812988
	Iteration 47Q: 3 clusters Score -452916.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -452916.875000 Penalty: 2713.812988
	Iteration 48F: 3 clusters Score -452916.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -538664.500000 Penalty: 1371.761230
	Iteration 0F: 2 clusters Score -538664.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -534944.500000 Penalty: 2743.522461
	Iteration 0F: 3 clusters Score -534944.5 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -536002.875000 Penalty: 2743.522461
	Iteration 1F: 3 clusters Score -536002.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -536294.312500 Penalty: 2743.522461
	Iteration 2F: 3 clusters Score -536294.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -536554.000000 Penalty: 2743.522461
	Iteration 3F: 3 clusters Score -536554 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -536807.750000 Penalty: 2743.522461
	Iteration 4F: 3 clusters Score -536807.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -536996.000000 Penalty: 2743.522461
	Iteration 5F: 3 clusters Score -536996 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -537133.312500 Penalty: 2743.522461
	Iteration 6Q: 3 clusters Score -537133.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -537251.250000 Penalty: 2743.522461
	Iteration 7Q: 3 clusters Score -537251.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -537351.500000 Penalty: 2743.522461
	Iteration 8Q: 3 clusters Score -537351.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -537441.937500 Penalty: 2743.522461
	Iteration 9Q: 3 clusters Score -537441.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -537520.750000 Penalty: 2743.522461
	Iteration 10Q: 3 clusters Score -537520.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -537588.812500 Penalty: 2743.522461
	Iteration 11Q: 3 clusters Score -537588.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -537647.000000 Penalty: 2743.522461
	Iteration 12Q: 3 clusters Score -537647 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -537705.750000 Penalty: 2743.522461
	Iteration 13Q: 3 clusters Score -537705.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -537762.500000 Penalty: 2743.522461
	Iteration 14Q: 3 clusters Score -537762.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -537796.062500 Penalty: 2743.522461
	Iteration 15Q: 3 clusters Score -537796.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -537825.437500 Penalty: 2743.522461
	Iteration 16Q: 3 clusters Score -537825.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -537846.750000 Penalty: 2743.522461
	Iteration 17Q: 3 clusters Score -537846.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -537867.187500 Penalty: 2743.522461
	Iteration 18Q: 3 clusters Score -537867.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -537886.812500 Penalty: 2743.522461
	Iteration 19Q: 3 clusters Score -537886.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -537898.250000 Penalty: 2743.522461
	Iteration 20F: 3 clusters Score -537898.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -537905.000000 Penalty: 2743.522461
	Iteration 21Q: 3 clusters Score -537905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -537912.187500 Penalty: 2743.522461
	Iteration 22Q: 3 clusters Score -537912.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -537914.437500 Penalty: 2743.522461
	Iteration 23Q: 3 clusters Score -537914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -537918.062500 Penalty: 2743.522461
	Iteration 24Q: 3 clusters Score -537918.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -537918.500000 Penalty: 2743.522461
	Iteration 25Q: 3 clusters Score -537918.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -537920.937500 Penalty: 2743.522461
	Iteration 26Q: 3 clusters Score -537920.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -537922.000000 Penalty: 2743.522461
	Iteration 27Q: 3 clusters Score -537922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -537922.562500 Penalty: 2743.522461
	Iteration 28Q: 3 clusters Score -537922.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -537923.625000 Penalty: 2743.522461
	Iteration 29Q: 3 clusters Score -537923.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -537924.312500 Penalty: 2743.522461
	Iteration 30Q: 3 clusters Score -537924.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -537927.500000 Penalty: 2743.522461
	Iteration 31Q: 3 clusters Score -537927.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -537927.562500 Penalty: 2743.522461
	Iteration 32Q: 3 clusters Score -537927.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -537929.000000 Penalty: 2743.522461
	Iteration 33Q: 3 clusters Score -537929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -537929.000000 Penalty: 2743.522461
	Iteration 34F: 3 clusters Score -537929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (36531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Entering Unmasked Estep 
Score: -4626966.000000 Penalty: 1707.211426
	Iteration 0F: 2 clusters Score -4626966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -4602420.000000 Penalty: 3414.422852
	Iteration 0F: 3 clusters Score -4602420 nChanged 16998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -4612027.000000 Penalty: 3414.422852
	Iteration 1F: 3 clusters Score -4612027 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -4612813.000000 Penalty: 3414.422852
	Iteration 2F: 3 clusters Score -4612813 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -4614039.500000 Penalty: 3414.422852
	Iteration 3F: 3 clusters Score -4614040 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -4615813.000000 Penalty: 3414.422852
	Iteration 4F: 3 clusters Score -4615813 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -4618065.500000 Penalty: 3414.422852
	Iteration 5F: 3 clusters Score -4618066 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -4620174.500000 Penalty: 3414.422852
	Iteration 6F: 3 clusters Score -4620174 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -4621794.500000 Penalty: 3414.422852
	Iteration 7F: 3 clusters Score -4621794 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -4622971.000000 Penalty: 3414.422852
	Iteration 8Q: 3 clusters Score -4622971 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -4623820.500000 Penalty: 3414.422852
	Iteration 9Q: 3 clusters Score -4623820 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4624389.000000 Penalty: 3414.422852
	Iteration 10Q: 3 clusters Score -4624389 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -4624754.000000 Penalty: 3414.422852
	Iteration 11Q: 3 clusters Score -4624754 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4625016.000000 Penalty: 3414.422852
	Iteration 12Q: 3 clusters Score -4625016 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4625159.500000 Penalty: 3414.422852
	Iteration 13Q: 3 clusters Score -4625160 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4625240.500000 Penalty: 3414.422852
	Iteration 14Q: 3 clusters Score -4625240 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4625297.500000 Penalty: 3414.422852
	Iteration 15Q: 3 clusters Score -4625298 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4625327.500000 Penalty: 3414.422852
	Iteration 16Q: 3 clusters Score -4625328 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4625348.500000 Penalty: 3414.422852
	Iteration 17Q: 3 clusters Score -4625348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4625376.000000 Penalty: 3414.422852
	Iteration 18Q: 3 clusters Score -4625376 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4625388.000000 Penalty: 3414.422852
	Iteration 19Q: 3 clusters Score -4625388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4625396.500000 Penalty: 3414.422852
	Iteration 20F: 3 clusters Score -4625396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4625397.000000 Penalty: 3414.422852
	Iteration 21Q: 3 clusters Score -4625397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4625406.500000 Penalty: 3414.422852
	Iteration 22Q: 3 clusters Score -4625406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4625410.500000 Penalty: 3414.422852
	Iteration 23Q: 3 clusters Score -4625410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4625411.500000 Penalty: 3414.422852
	Iteration 24Q: 3 clusters Score -4625412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4625408.500000 Penalty: 3414.422852
	Iteration 25Q: 3 clusters Score -4625408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4625416.000000 Penalty: 3414.422852
	Iteration 26Q: 3 clusters Score -4625416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4625418.500000 Penalty: 3414.422852
	Iteration 27Q: 3 clusters Score -4625418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4625422.500000 Penalty: 3414.422852
	Iteration 28Q: 3 clusters Score -4625422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4625429.500000 Penalty: 3414.422852
	Iteration 29Q: 3 clusters Score -4625430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4625435.000000 Penalty: 3414.422852
	Iteration 30Q: 3 clusters Score -4625435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4625431.000000 Penalty: 3414.422852
	Iteration 31Q: 3 clusters Score -4625431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4625443.500000 Penalty: 3414.422852
	Iteration 32Q: 3 clusters Score -4625444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4625448.500000 Penalty: 3414.422852
	Iteration 33Q: 3 clusters Score -4625448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4625440.000000 Penalty: 3414.422852
	Iteration 34Q: 3 clusters Score -4625440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4625452.000000 Penalty: 3414.422852
	Iteration 35Q: 3 clusters Score -4625452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4625450.000000 Penalty: 3414.422852
	Iteration 36Q: 3 clusters Score -4625450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4625461.000000 Penalty: 3414.422852
	Iteration 37Q: 3 clusters Score -4625461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4625464.000000 Penalty: 3414.422852
	Iteration 38Q: 3 clusters Score -4625464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4625468.500000 Penalty: 3414.422852
	Iteration 39Q: 3 clusters Score -4625468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4625473.500000 Penalty: 3414.422852
	Iteration 40F: 3 clusters Score -4625474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4625479.500000 Penalty: 3414.422852
	Iteration 41Q: 3 clusters Score -4625480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4625488.500000 Penalty: 3414.422852
	Iteration 42Q: 3 clusters Score -4625488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4625496.000000 Penalty: 3414.422852
	Iteration 43Q: 3 clusters Score -4625496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4625497.500000 Penalty: 3414.422852
	Iteration 44Q: 3 clusters Score -4625498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4625504.000000 Penalty: 3414.422852
	Iteration 45Q: 3 clusters Score -4625504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4625508.000000 Penalty: 3414.422852
	Iteration 46Q: 3 clusters Score -4625508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4625507.500000 Penalty: 3414.422852
	Iteration 47Q: 3 clusters Score -4625508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4625517.500000 Penalty: 3414.422852
	Iteration 48Q: 3 clusters Score -4625518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4625514.000000 Penalty: 3414.422852
	Iteration 49Q: 3 clusters Score -4625514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4625518.000000 Penalty: 3414.422852
	Iteration 50Q: 3 clusters Score -4625518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4625520.500000 Penalty: 3414.422852
	Iteration 51Q: 3 clusters Score -4625520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4625526.000000 Penalty: 3414.422852
	Iteration 52Q: 3 clusters Score -4625526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4625526.500000 Penalty: 3414.422852
	Iteration 53Q: 3 clusters Score -4625526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4625534.000000 Penalty: 3414.422852
	Iteration 54Q: 3 clusters Score -4625534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4625534.500000 Penalty: 3414.422852
	Iteration 55Q: 3 clusters Score -4625534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4625532.500000 Penalty: 3414.422852
	Iteration 56Q: 3 clusters Score -4625532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4625534.500000 Penalty: 3414.422852
	Iteration 57Q: 3 clusters Score -4625534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4625536.000000 Penalty: 3414.422852
	Iteration 58Q: 3 clusters Score -4625536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4625533.500000 Penalty: 3414.422852
	Iteration 59Q: 3 clusters Score -4625534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4625533.500000 Penalty: 3414.422852
	Iteration 60F: 3 clusters Score -4625534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Entering Unmasked Estep 
Score: -675450.000000 Penalty: 1394.643188
	Iteration 0F: 2 clusters Score -675450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -671231.125000 Penalty: 2789.286377
	Iteration 0F: 3 clusters Score -671231.1 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -672406.500000 Penalty: 2789.286377
	Iteration 1F: 3 clusters Score -672406.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -672625.187500 Penalty: 2789.286377
	Iteration 2F: 3 clusters Score -672625.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -672859.937500 Penalty: 2789.286377
	Iteration 3F: 3 clusters Score -672859.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -673070.125000 Penalty: 2789.286377
	Iteration 4F: 3 clusters Score -673070.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -673239.000000 Penalty: 2789.286377
	Iteration 5F: 3 clusters Score -673239 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -673395.562500 Penalty: 2789.286377
	Iteration 6F: 3 clusters Score -673395.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -673543.812500 Penalty: 2789.286377
	Iteration 7Q: 3 clusters Score -673543.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -673711.375000 Penalty: 2789.286377
	Iteration 8Q: 3 clusters Score -673711.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -673893.875000 Penalty: 2789.286377
	Iteration 9Q: 3 clusters Score -673893.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -674067.062500 Penalty: 2789.286377
	Iteration 10Q: 3 clusters Score -674067.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -674210.687500 Penalty: 2789.286377
	Iteration 11Q: 3 clusters Score -674210.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -674285.687500 Penalty: 2789.286377
	Iteration 12Q: 3 clusters Score -674285.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -674335.937500 Penalty: 2789.286377
	Iteration 13Q: 3 clusters Score -674335.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -674366.625000 Penalty: 2789.286377
	Iteration 14Q: 3 clusters Score -674366.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -674393.125000 Penalty: 2789.286377
	Iteration 15Q: 3 clusters Score -674393.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -674410.250000 Penalty: 2789.286377
	Iteration 16Q: 3 clusters Score -674410.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -674432.937500 Penalty: 2789.286377
	Iteration 17Q: 3 clusters Score -674432.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -674450.062500 Penalty: 2789.286377
	Iteration 18Q: 3 clusters Score -674450.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -674464.875000 Penalty: 2789.286377
	Iteration 19Q: 3 clusters Score -674464.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -674477.625000 Penalty: 2789.286377
	Iteration 20F: 3 clusters Score -674477.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -674490.062500 Penalty: 2789.286377
	Iteration 21Q: 3 clusters Score -674490.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -674499.250000 Penalty: 2789.286377
	Iteration 22Q: 3 clusters Score -674499.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -674506.000000 Penalty: 2789.286377
	Iteration 23Q: 3 clusters Score -674506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -674509.812500 Penalty: 2789.286377
	Iteration 24Q: 3 clusters Score -674509.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -674520.000000 Penalty: 2789.286377
	Iteration 25Q: 3 clusters Score -674520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -674524.062500 Penalty: 2789.286377
	Iteration 26Q: 3 clusters Score -674524.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -674530.812500 Penalty: 2789.286377
	Iteration 27Q: 3 clusters Score -674530.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -674538.437500 Penalty: 2789.286377
	Iteration 28Q: 3 clusters Score -674538.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -674546.062500 Penalty: 2789.286377
	Iteration 29Q: 3 clusters Score -674546.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -674548.812500 Penalty: 2789.286377
	Iteration 30Q: 3 clusters Score -674548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -674549.750000 Penalty: 2789.286377
	Iteration 31Q: 3 clusters Score -674549.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -674550.562500 Penalty: 2789.286377
	Iteration 32Q: 3 clusters Score -674550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -674553.125000 Penalty: 2789.286377
	Iteration 33Q: 3 clusters Score -674553.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -674552.687500 Penalty: 2789.286377
	Iteration 34Q: 3 clusters Score -674552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -674553.750000 Penalty: 2789.286377
	Iteration 35Q: 3 clusters Score -674553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -674553.750000 Penalty: 2789.286377
	Iteration 36F: 3 clusters Score -674553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (121529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121529 members 
Entering Unmasked Estep 
Score: -15551676.000000 Penalty: 1902.535156
	Iteration 0F: 2 clusters Score -1.555168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -15472174.000000 Penalty: 3805.070312
	Iteration 0F: 3 clusters Score -1.547217e+07 nChanged 58311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -15506088.000000 Penalty: 3805.070312
	Iteration 1F: 3 clusters Score -1.550609e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -15506535.000000 Penalty: 3805.070312
	Iteration 2Q: 3 clusters Score -1.550654e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -15507302.000000 Penalty: 3805.070312
	Iteration 3Q: 3 clusters Score -1.55073e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -15508147.000000 Penalty: 3805.070312
	Iteration 4Q: 3 clusters Score -1.550815e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -15509442.000000 Penalty: 3805.070312
	Iteration 5Q: 3 clusters Score -1.550944e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -15511246.000000 Penalty: 3805.070312
	Iteration 6Q: 3 clusters Score -1.551125e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -15514263.000000 Penalty: 3805.070312
	Iteration 7Q: 3 clusters Score -1.551426e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 77549 members 
Entering Unmasked Estep 
Score: -15518484.000000 Penalty: 3805.070312
	Iteration 8F: 3 clusters Score -1.551848e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 82680 members 
Entering Unmasked Estep 
Score: -15523910.000000 Penalty: 3805.070312
	Iteration 9F: 3 clusters Score -1.552391e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 87091 members 
Entering Unmasked Estep 
Score: -15529168.000000 Penalty: 3805.070312
	Iteration 10F: 3 clusters Score -1.552917e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 90329 members 
Entering Unmasked Estep 
Score: -15532454.000000 Penalty: 3805.070312
	Iteration 11Q: 3 clusters Score -1.553245e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 92705 members 
Entering Unmasked Estep 
Score: -15534262.000000 Penalty: 3805.070312
	Iteration 12Q: 3 clusters Score -1.553426e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 94704 members 
Entering Unmasked Estep 
Score: -15535073.000000 Penalty: 3805.070312
	Iteration 13Q: 3 clusters Score -1.553507e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 96565 members 
Entering Unmasked Estep 
Score: -15535796.000000 Penalty: 3805.070312
	Iteration 14Q: 3 clusters Score -1.55358e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 98399 members 
Entering Unmasked Estep 
Score: -15536353.000000 Penalty: 3805.070312
	Iteration 15Q: 3 clusters Score -1.553635e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 100147 members 
Entering Unmasked Estep 
Score: -15537021.000000 Penalty: 3805.070312
	Iteration 16Q: 3 clusters Score -1.553702e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 101836 members 
Entering Unmasked Estep 
Score: -15537725.000000 Penalty: 3805.070312
	Iteration 17Q: 3 clusters Score -1.553772e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 103515 members 
Entering Unmasked Estep 
Score: -15538415.000000 Penalty: 3805.070312
	Iteration 18Q: 3 clusters Score -1.553842e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 105156 members 
Entering Unmasked Estep 
Score: -15539175.000000 Penalty: 3805.070312
	Iteration 19Q: 3 clusters Score -1.553918e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 106852 members 
Entering Unmasked Estep 
Score: -15539960.000000 Penalty: 3805.070312
	Iteration 20F: 3 clusters Score -1.553996e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 108484 members 
Entering Unmasked Estep 
Score: -15540872.000000 Penalty: 3805.070312
	Iteration 21Q: 3 clusters Score -1.554087e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 110021 members 
Entering Unmasked Estep 
Score: -15542049.000000 Penalty: 3805.070312
	Iteration 22Q: 3 clusters Score -1.554205e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 111557 members 
Entering Unmasked Estep 
Score: -15543535.000000 Penalty: 3805.070312
	Iteration 23Q: 3 clusters Score -1.554354e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 113217 members 
Entering Unmasked Estep 
Score: -15545009.000000 Penalty: 3805.070312
	Iteration 24Q: 3 clusters Score -1.554501e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 114813 members 
Entering Unmasked Estep 
Score: -15546359.000000 Penalty: 3805.070312
	Iteration 25Q: 3 clusters Score -1.554636e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 116323 members 
Entering Unmasked Estep 
Score: -15547444.000000 Penalty: 3805.070312
	Iteration 26Q: 3 clusters Score -1.554744e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 117631 members 
Entering Unmasked Estep 
Score: -15548184.000000 Penalty: 3805.070312
	Iteration 27Q: 3 clusters Score -1.554818e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 118710 members 
Entering Unmasked Estep 
Score: -15548811.000000 Penalty: 3805.070312
	Iteration 28Q: 3 clusters Score -1.554881e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 119517 members 
Entering Unmasked Estep 
Score: -15549301.000000 Penalty: 3805.070312
	Iteration 29Q: 3 clusters Score -1.55493e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 120075 members 
Entering Unmasked Estep 
Score: -15549500.000000 Penalty: 3805.070312
	Iteration 30Q: 3 clusters Score -1.55495e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 120451 members 
Entering Unmasked Estep 
Score: -15549655.000000 Penalty: 3805.070312
	Iteration 31Q: 3 clusters Score -1.554966e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 120692 members 
Entering Unmasked Estep 
Score: -15549737.000000 Penalty: 3805.070312
	Iteration 32Q: 3 clusters Score -1.554974e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 120850 members 
Entering Unmasked Estep 
Score: -15549858.000000 Penalty: 3805.070312
	Iteration 33Q: 3 clusters Score -1.554986e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 120969 members 
Entering Unmasked Estep 
Score: -15549868.000000 Penalty: 3805.070312
	Iteration 34Q: 3 clusters Score -1.554987e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 121044 members 
Entering Unmasked Estep 
Score: -15549974.000000 Penalty: 3805.070312
	Iteration 35Q: 3 clusters Score -1.554997e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 121103 members 
Entering Unmasked Estep 
Score: -15549981.000000 Penalty: 3805.070312
	Iteration 36Q: 3 clusters Score -1.554998e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 121136 members 
Entering Unmasked Estep 
Score: -15550014.000000 Penalty: 3805.070312
	Iteration 37Q: 3 clusters Score -1.555001e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 121156 members 
Entering Unmasked Estep 
Score: -15550046.000000 Penalty: 3805.070312
	Iteration 38Q: 3 clusters Score -1.555005e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 121173 members 
Entering Unmasked Estep 
Score: -15550052.000000 Penalty: 3805.070312
	Iteration 39Q: 3 clusters Score -1.555005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 121184 members 
Entering Unmasked Estep 
Score: -15550058.000000 Penalty: 3805.070312
	Iteration 40F: 3 clusters Score -1.555006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 121193 members 
Entering Unmasked Estep 
Score: -15550068.000000 Penalty: 3805.070312
	Iteration 41Q: 3 clusters Score -1.555007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 121197 members 
Entering Unmasked Estep 
Score: -15550067.000000 Penalty: 3805.070312
	Iteration 42Q: 3 clusters Score -1.555007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 121200 members 
Entering Unmasked Estep 
Score: -15550072.000000 Penalty: 3805.070312
	Iteration 43Q: 3 clusters Score -1.555007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 121201 members 
Entering Unmasked Estep 
Score: -15550077.000000 Penalty: 3805.070312
	Iteration 44Q: 3 clusters Score -1.555008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 121199 members 
Entering Unmasked Estep 
Score: -15550079.000000 Penalty: 3805.070312
	Iteration 45Q: 3 clusters Score -1.555008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 121199 members 
Entering Unmasked Estep 
Score: -15550085.000000 Penalty: 3805.070312
	Iteration 46Q: 3 clusters Score -1.555008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 121201 members 
Entering Unmasked Estep 
Score: -15550080.000000 Penalty: 3805.070312
	Iteration 47Q: 3 clusters Score -1.555008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 121202 members 
Entering Unmasked Estep 
Score: -15550086.000000 Penalty: 3805.070312
	Iteration 48Q: 3 clusters Score -1.555009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 121202 members 
Entering Unmasked Estep 
Score: -15550086.000000 Penalty: 3805.070312
	Iteration 49F: 3 clusters Score -1.555009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Entering Unmasked Estep 
Score: -800294.000000 Penalty: 1423.012085
	Iteration 0F: 2 clusters Score -800294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -795452.687500 Penalty: 2846.024170
	Iteration 0F: 3 clusters Score -795452.7 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -796916.312500 Penalty: 2846.024170
	Iteration 1F: 3 clusters Score -796916.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -797200.812500 Penalty: 2846.024170
	Iteration 2F: 3 clusters Score -797200.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -797429.437500 Penalty: 2846.024170
	Iteration 3F: 3 clusters Score -797429.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -797619.812500 Penalty: 2846.024170
	Iteration 4F: 3 clusters Score -797619.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -797806.125000 Penalty: 2846.024170
	Iteration 5Q: 3 clusters Score -797806.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -797975.062500 Penalty: 2846.024170
	Iteration 6Q: 3 clusters Score -797975.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -798144.625000 Penalty: 2846.024170
	Iteration 7Q: 3 clusters Score -798144.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -798294.875000 Penalty: 2846.024170
	Iteration 8Q: 3 clusters Score -798294.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -798419.562500 Penalty: 2846.024170
	Iteration 9Q: 3 clusters Score -798419.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -798532.812500 Penalty: 2846.024170
	Iteration 10Q: 3 clusters Score -798532.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -798627.625000 Penalty: 2846.024170
	Iteration 11Q: 3 clusters Score -798627.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -798692.625000 Penalty: 2846.024170
	Iteration 12Q: 3 clusters Score -798692.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -798738.812500 Penalty: 2846.024170
	Iteration 13Q: 3 clusters Score -798738.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -798777.000000 Penalty: 2846.024170
	Iteration 14Q: 3 clusters Score -798777 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -798813.375000 Penalty: 2846.024170
	Iteration 15Q: 3 clusters Score -798813.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -798849.500000 Penalty: 2846.024170
	Iteration 16Q: 3 clusters Score -798849.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -798882.750000 Penalty: 2846.024170
	Iteration 17Q: 3 clusters Score -798882.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -798907.687500 Penalty: 2846.024170
	Iteration 18Q: 3 clusters Score -798907.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -798926.625000 Penalty: 2846.024170
	Iteration 19Q: 3 clusters Score -798926.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -798948.062500 Penalty: 2846.024170
	Iteration 20F: 3 clusters Score -798948.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -798973.750000 Penalty: 2846.024170
	Iteration 21Q: 3 clusters Score -798973.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -798991.750000 Penalty: 2846.024170
	Iteration 22Q: 3 clusters Score -798991.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -799004.687500 Penalty: 2846.024170
	Iteration 23Q: 3 clusters Score -799004.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -799013.687500 Penalty: 2846.024170
	Iteration 24Q: 3 clusters Score -799013.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -799024.875000 Penalty: 2846.024170
	Iteration 25Q: 3 clusters Score -799024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -799029.562500 Penalty: 2846.024170
	Iteration 26Q: 3 clusters Score -799029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -799032.562500 Penalty: 2846.024170
	Iteration 27Q: 3 clusters Score -799032.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -799032.437500 Penalty: 2846.024170
	Iteration 28Q: 3 clusters Score -799032.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -799035.062500 Penalty: 2846.024170
	Iteration 29Q: 3 clusters Score -799035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -799038.687500 Penalty: 2846.024170
	Iteration 30Q: 3 clusters Score -799038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -799039.500000 Penalty: 2846.024170
	Iteration 31Q: 3 clusters Score -799039.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -799042.062500 Penalty: 2846.024170
	Iteration 32Q: 3 clusters Score -799042.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -799042.750000 Penalty: 2846.024170
	Iteration 33Q: 3 clusters Score -799042.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -799042.750000 Penalty: 2846.024170
	Iteration 34F: 3 clusters Score -799042.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Entering Unmasked Estep 
Score: -2180534.750000 Penalty: 1583.832031
	Iteration 0F: 2 clusters Score -2180535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2168779.750000 Penalty: 3167.664062
	Iteration 0F: 3 clusters Score -2168780 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2172802.000000 Penalty: 3167.664062
	Iteration 1F: 3 clusters Score -2172802 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2173179.500000 Penalty: 3167.664062
	Iteration 2F: 3 clusters Score -2173180 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2173583.250000 Penalty: 3167.664062
	Iteration 3F: 3 clusters Score -2173583 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2174106.750000 Penalty: 3167.664062
	Iteration 4F: 3 clusters Score -2174107 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2174762.000000 Penalty: 3167.664062
	Iteration 5F: 3 clusters Score -2174762 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2175573.750000 Penalty: 3167.664062
	Iteration 6F: 3 clusters Score -2175574 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2176509.500000 Penalty: 3167.664062
	Iteration 7F: 3 clusters Score -2176510 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2177367.750000 Penalty: 3167.664062
	Iteration 8F: 3 clusters Score -2177368 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2178051.250000 Penalty: 3167.664062
	Iteration 9Q: 3 clusters Score -2178051 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2178512.500000 Penalty: 3167.664062
	Iteration 10Q: 3 clusters Score -2178512 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2178769.500000 Penalty: 3167.664062
	Iteration 11Q: 3 clusters Score -2178770 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2178924.500000 Penalty: 3167.664062
	Iteration 12Q: 3 clusters Score -2178924 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2179032.750000 Penalty: 3167.664062
	Iteration 13Q: 3 clusters Score -2179033 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2179112.000000 Penalty: 3167.664062
	Iteration 14Q: 3 clusters Score -2179112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2179177.750000 Penalty: 3167.664062
	Iteration 15Q: 3 clusters Score -2179178 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2179217.750000 Penalty: 3167.664062
	Iteration 16Q: 3 clusters Score -2179218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2179262.750000 Penalty: 3167.664062
	Iteration 17Q: 3 clusters Score -2179263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2179299.750000 Penalty: 3167.664062
	Iteration 18Q: 3 clusters Score -2179300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2179316.750000 Penalty: 3167.664062
	Iteration 19Q: 3 clusters Score -2179317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2179332.500000 Penalty: 3167.664062
	Iteration 20F: 3 clusters Score -2179332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2179341.250000 Penalty: 3167.664062
	Iteration 21Q: 3 clusters Score -2179341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2179350.750000 Penalty: 3167.664062
	Iteration 22Q: 3 clusters Score -2179351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2179353.000000 Penalty: 3167.664062
	Iteration 23Q: 3 clusters Score -2179353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2179360.000000 Penalty: 3167.664062
	Iteration 24Q: 3 clusters Score -2179360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2179360.000000 Penalty: 3167.664062
	Iteration 25Q: 3 clusters Score -2179360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2179361.250000 Penalty: 3167.664062
	Iteration 26Q: 3 clusters Score -2179361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2179362.000000 Penalty: 3167.664062
	Iteration 27Q: 3 clusters Score -2179362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2179362.000000 Penalty: 3167.664062
	Iteration 28F: 3 clusters Score -2179362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Entering Unmasked Estep 
Score: -1202277.125000 Penalty: 1495.325928
	Iteration 0F: 2 clusters Score -1202277 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 4852 members 
Entering Unmasked Estep 
Score: -1195110.125000 Penalty: 2990.651855
	Iteration 0F: 3 clusters Score -1195110 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1197525.875000 Penalty: 2990.651855
	Iteration 1F: 3 clusters Score -1197526 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1197894.375000 Penalty: 2990.651855
	Iteration 2F: 3 clusters Score -1197894 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1198269.375000 Penalty: 2990.651855
	Iteration 3F: 3 clusters Score -1198269 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1198704.875000 Penalty: 2990.651855
	Iteration 4F: 3 clusters Score -1198705 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1199270.375000 Penalty: 2990.651855
	Iteration 5F: 3 clusters Score -1199270 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1199895.375000 Penalty: 2990.651855
	Iteration 6F: 3 clusters Score -1199895 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1200524.625000 Penalty: 2990.651855
	Iteration 7F: 3 clusters Score -1200525 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1200962.625000 Penalty: 2990.651855
	Iteration 8Q: 3 clusters Score -1200963 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1201236.875000 Penalty: 2990.651855
	Iteration 9Q: 3 clusters Score -1201237 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1201372.625000 Penalty: 2990.651855
	Iteration 10Q: 3 clusters Score -1201373 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1201440.125000 Penalty: 2990.651855
	Iteration 11Q: 3 clusters Score -1201440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1201469.000000 Penalty: 2990.651855
	Iteration 12Q: 3 clusters Score -1201469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1201486.125000 Penalty: 2990.651855
	Iteration 13Q: 3 clusters Score -1201486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1201491.000000 Penalty: 2990.651855
	Iteration 14Q: 3 clusters Score -1201491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1201493.250000 Penalty: 2990.651855
	Iteration 15Q: 3 clusters Score -1201493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1201496.125000 Penalty: 2990.651855
	Iteration 16Q: 3 clusters Score -1201496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1201496.875000 Penalty: 2990.651855
	Iteration 17Q: 3 clusters Score -1201497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1201499.875000 Penalty: 2990.651855
	Iteration 18Q: 3 clusters Score -1201500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1201503.875000 Penalty: 2990.651855
	Iteration 19Q: 3 clusters Score -1201504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1201505.875000 Penalty: 2990.651855
	Iteration 20F: 3 clusters Score -1201506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1201508.500000 Penalty: 2990.651855
	Iteration 21Q: 3 clusters Score -1201508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1201512.625000 Penalty: 2990.651855
	Iteration 22Q: 3 clusters Score -1201513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1201519.625000 Penalty: 2990.651855
	Iteration 23Q: 3 clusters Score -1201520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1201523.375000 Penalty: 2990.651855
	Iteration 24Q: 3 clusters Score -1201523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1201533.375000 Penalty: 2990.651855
	Iteration 25Q: 3 clusters Score -1201533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1201537.875000 Penalty: 2990.651855
	Iteration 26Q: 3 clusters Score -1201538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1201541.875000 Penalty: 2990.651855
	Iteration 27Q: 3 clusters Score -1201542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1201543.625000 Penalty: 2990.651855
	Iteration 28Q: 3 clusters Score -1201544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1201544.125000 Penalty: 2990.651855
	Iteration 29Q: 3 clusters Score -1201544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1201544.125000 Penalty: 2990.651855
	Iteration 30F: 3 clusters Score -1201544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Entering Unmasked Estep 
Score: -383338.125000 Penalty: 1295.917480
	Iteration 0F: 2 clusters Score -383338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -380652.625000 Penalty: 2591.834961
	Iteration 0F: 3 clusters Score -380652.6 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -381231.531250 Penalty: 2591.834961
	Iteration 1F: 3 clusters Score -381231.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -381330.312500 Penalty: 2591.834961
	Iteration 2F: 3 clusters Score -381330.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -381404.312500 Penalty: 2591.834961
	Iteration 3Q: 3 clusters Score -381404.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -381479.343750 Penalty: 2591.834961
	Iteration 4Q: 3 clusters Score -381479.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -381547.875000 Penalty: 2591.834961
	Iteration 5Q: 3 clusters Score -381547.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -381615.875000 Penalty: 2591.834961
	Iteration 6Q: 3 clusters Score -381615.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -381678.187500 Penalty: 2591.834961
	Iteration 7Q: 3 clusters Score -381678.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -381736.312500 Penalty: 2591.834961
	Iteration 8Q: 3 clusters Score -381736.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -381778.593750 Penalty: 2591.834961
	Iteration 9Q: 3 clusters Score -381778.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -381813.812500 Penalty: 2591.834961
	Iteration 10Q: 3 clusters Score -381813.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -381849.218750 Penalty: 2591.834961
	Iteration 11Q: 3 clusters Score -381849.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -381878.031250 Penalty: 2591.834961
	Iteration 12Q: 3 clusters Score -381878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -381902.562500 Penalty: 2591.834961
	Iteration 13Q: 3 clusters Score -381902.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -381919.718750 Penalty: 2591.834961
	Iteration 14Q: 3 clusters Score -381919.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -381932.593750 Penalty: 2591.834961
	Iteration 15Q: 3 clusters Score -381932.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -381949.281250 Penalty: 2591.834961
	Iteration 16Q: 3 clusters Score -381949.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -381971.468750 Penalty: 2591.834961
	Iteration 17Q: 3 clusters Score -381971.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -381999.312500 Penalty: 2591.834961
	Iteration 18Q: 3 clusters Score -381999.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -382030.000000 Penalty: 2591.834961
	Iteration 19Q: 3 clusters Score -382030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -382054.093750 Penalty: 2591.834961
	Iteration 20F: 3 clusters Score -382054.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -382072.968750 Penalty: 2591.834961
	Iteration 21Q: 3 clusters Score -382073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -382087.687500 Penalty: 2591.834961
	Iteration 22Q: 3 clusters Score -382087.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -382107.750000 Penalty: 2591.834961
	Iteration 23Q: 3 clusters Score -382107.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -382123.906250 Penalty: 2591.834961
	Iteration 24Q: 3 clusters Score -382123.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -382134.093750 Penalty: 2591.834961
	Iteration 25Q: 3 clusters Score -382134.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -382142.343750 Penalty: 2591.834961
	Iteration 26Q: 3 clusters Score -382142.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -382148.750000 Penalty: 2591.834961
	Iteration 27Q: 3 clusters Score -382148.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -382154.687500 Penalty: 2591.834961
	Iteration 28Q: 3 clusters Score -382154.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -382161.031250 Penalty: 2591.834961
	Iteration 29Q: 3 clusters Score -382161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -382166.562500 Penalty: 2591.834961
	Iteration 30Q: 3 clusters Score -382166.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -382169.875000 Penalty: 2591.834961
	Iteration 31Q: 3 clusters Score -382169.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -382172.375000 Penalty: 2591.834961
	Iteration 32Q: 3 clusters Score -382172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -382175.093750 Penalty: 2591.834961
	Iteration 33Q: 3 clusters Score -382175.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -382175.937500 Penalty: 2591.834961
	Iteration 34Q: 3 clusters Score -382175.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -382179.687500 Penalty: 2591.834961
	Iteration 35Q: 3 clusters Score -382179.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -382183.031250 Penalty: 2591.834961
	Iteration 36Q: 3 clusters Score -382183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -382188.031250 Penalty: 2591.834961
	Iteration 37Q: 3 clusters Score -382188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -382188.625000 Penalty: 2591.834961
	Iteration 38Q: 3 clusters Score -382188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -382189.093750 Penalty: 2591.834961
	Iteration 39Q: 3 clusters Score -382189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -382189.093750 Penalty: 2591.834961
	Iteration 40F: 3 clusters Score -382189.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (132174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132174 members 
Entering Unmasked Estep 
Score: -16865992.000000 Penalty: 1916.179688
	Iteration 0F: 2 clusters Score -1.686599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 66088 members 
Entering Unmasked Estep 
Score: -16782414.000000 Penalty: 3832.359375
	Iteration 0F: 3 clusters Score -1.678241e+07 nChanged 63642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -16819982.000000 Penalty: 3832.359375
	Iteration 1F: 3 clusters Score -1.681998e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66552 members 
Mstep: Class 2 contains 65622 members 
Entering Unmasked Estep 
Score: -16821242.000000 Penalty: 3832.359375
	Iteration 2Q: 3 clusters Score -1.682124e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67424 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -16823014.000000 Penalty: 3832.359375
	Iteration 3Q: 3 clusters Score -1.682301e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -16825700.000000 Penalty: 3832.359375
	Iteration 4Q: 3 clusters Score -1.68257e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70793 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -16829482.000000 Penalty: 3832.359375
	Iteration 5F: 3 clusters Score -1.682948e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72999 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -16834420.000000 Penalty: 3832.359375
	Iteration 6F: 3 clusters Score -1.683442e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -16839646.000000 Penalty: 3832.359375
	Iteration 7F: 3 clusters Score -1.683965e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -16844632.000000 Penalty: 3832.359375
	Iteration 8F: 3 clusters Score -1.684463e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77409 members 
Mstep: Class 2 contains 54765 members 
Entering Unmasked Estep 
Score: -16848900.000000 Penalty: 3832.359375
	Iteration 9F: 3 clusters Score -1.68489e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78051 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -16851496.000000 Penalty: 3832.359375
	Iteration 10Q: 3 clusters Score -1.68515e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78661 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -16852774.000000 Penalty: 3832.359375
	Iteration 11Q: 3 clusters Score -1.685277e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -16853404.000000 Penalty: 3832.359375
	Iteration 12Q: 3 clusters Score -1.68534e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80100 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -16853688.000000 Penalty: 3832.359375
	Iteration 13Q: 3 clusters Score -1.685369e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -16853942.000000 Penalty: 3832.359375
	Iteration 14Q: 3 clusters Score -1.685394e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -16854184.000000 Penalty: 3832.359375
	Iteration 15Q: 3 clusters Score -1.685418e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -16854424.000000 Penalty: 3832.359375
	Iteration 16Q: 3 clusters Score -1.685442e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83044 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -16854588.000000 Penalty: 3832.359375
	Iteration 17Q: 3 clusters Score -1.685459e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83818 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -16854812.000000 Penalty: 3832.359375
	Iteration 18Q: 3 clusters Score -1.685481e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -16855014.000000 Penalty: 3832.359375
	Iteration 19Q: 3 clusters Score -1.685501e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85368 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -16855132.000000 Penalty: 3832.359375
	Iteration 20F: 3 clusters Score -1.685513e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -16855316.000000 Penalty: 3832.359375
	Iteration 21Q: 3 clusters Score -1.685532e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -16855550.000000 Penalty: 3832.359375
	Iteration 22Q: 3 clusters Score -1.685555e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87716 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -16855732.000000 Penalty: 3832.359375
	Iteration 23Q: 3 clusters Score -1.685573e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88505 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -16855794.000000 Penalty: 3832.359375
	Iteration 24Q: 3 clusters Score -1.685579e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89250 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -16855978.000000 Penalty: 3832.359375
	Iteration 25Q: 3 clusters Score -1.685598e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -16856136.000000 Penalty: 3832.359375
	Iteration 26Q: 3 clusters Score -1.685614e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90747 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -16856316.000000 Penalty: 3832.359375
	Iteration 27Q: 3 clusters Score -1.685632e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91458 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -16856442.000000 Penalty: 3832.359375
	Iteration 28Q: 3 clusters Score -1.685644e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92138 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -16856540.000000 Penalty: 3832.359375
	Iteration 29Q: 3 clusters Score -1.685654e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92859 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -16856678.000000 Penalty: 3832.359375
	Iteration 30Q: 3 clusters Score -1.685668e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -16856792.000000 Penalty: 3832.359375
	Iteration 31Q: 3 clusters Score -1.685679e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94415 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -16856934.000000 Penalty: 3832.359375
	Iteration 32Q: 3 clusters Score -1.685693e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95165 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -16857030.000000 Penalty: 3832.359375
	Iteration 33Q: 3 clusters Score -1.685703e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -16857118.000000 Penalty: 3832.359375
	Iteration 34Q: 3 clusters Score -1.685712e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96550 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -16857212.000000 Penalty: 3832.359375
	Iteration 35Q: 3 clusters Score -1.685721e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -16857338.000000 Penalty: 3832.359375
	Iteration 36Q: 3 clusters Score -1.685734e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97960 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -16857476.000000 Penalty: 3832.359375
	Iteration 37Q: 3 clusters Score -1.685748e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98714 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -16857568.000000 Penalty: 3832.359375
	Iteration 38Q: 3 clusters Score -1.685757e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99511 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -16857700.000000 Penalty: 3832.359375
	Iteration 39Q: 3 clusters Score -1.68577e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100321 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -16857874.000000 Penalty: 3832.359375
	Iteration 40F: 3 clusters Score -1.685787e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -16858030.000000 Penalty: 3832.359375
	Iteration 41Q: 3 clusters Score -1.685803e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101987 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -16858212.000000 Penalty: 3832.359375
	Iteration 42Q: 3 clusters Score -1.685821e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102846 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -16858480.000000 Penalty: 3832.359375
	Iteration 43Q: 3 clusters Score -1.685848e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103728 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -16858666.000000 Penalty: 3832.359375
	Iteration 44Q: 3 clusters Score -1.685867e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -16858854.000000 Penalty: 3832.359375
	Iteration 45Q: 3 clusters Score -1.685885e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105500 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -16859060.000000 Penalty: 3832.359375
	Iteration 46Q: 3 clusters Score -1.685906e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106389 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -16859220.000000 Penalty: 3832.359375
	Iteration 47Q: 3 clusters Score -1.685922e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107282 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -16859398.000000 Penalty: 3832.359375
	Iteration 48Q: 3 clusters Score -1.68594e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108152 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -16859554.000000 Penalty: 3832.359375
	Iteration 49Q: 3 clusters Score -1.685955e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109068 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -16859848.000000 Penalty: 3832.359375
	Iteration 50Q: 3 clusters Score -1.685985e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109976 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -16860232.000000 Penalty: 3832.359375
	Iteration 51Q: 3 clusters Score -1.686023e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110851 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -16860782.000000 Penalty: 3832.359375
	Iteration 52Q: 3 clusters Score -1.686078e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111810 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -16861314.000000 Penalty: 3832.359375
	Iteration 53Q: 3 clusters Score -1.686131e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112824 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -16861908.000000 Penalty: 3832.359375
	Iteration 54Q: 3 clusters Score -1.686191e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113902 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -16862430.000000 Penalty: 3832.359375
	Iteration 55Q: 3 clusters Score -1.686243e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114919 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -16862944.000000 Penalty: 3832.359375
	Iteration 56Q: 3 clusters Score -1.686294e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115968 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -16863396.000000 Penalty: 3832.359375
	Iteration 57Q: 3 clusters Score -1.68634e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116991 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -16863714.000000 Penalty: 3832.359375
	Iteration 58Q: 3 clusters Score -1.686371e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117986 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -16864030.000000 Penalty: 3832.359375
	Iteration 59Q: 3 clusters Score -1.686403e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118923 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -16864186.000000 Penalty: 3832.359375
	Iteration 60F: 3 clusters Score -1.686419e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119813 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -16864428.000000 Penalty: 3832.359375
	Iteration 61Q: 3 clusters Score -1.686443e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120682 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -16864754.000000 Penalty: 3832.359375
	Iteration 62Q: 3 clusters Score -1.686475e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121520 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -16864982.000000 Penalty: 3832.359375
	Iteration 63Q: 3 clusters Score -1.686498e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122290 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -16865298.000000 Penalty: 3832.359375
	Iteration 64Q: 3 clusters Score -1.68653e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123006 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -16865526.000000 Penalty: 3832.359375
	Iteration 65Q: 3 clusters Score -1.686553e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123639 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -16865720.000000 Penalty: 3832.359375
	Iteration 66Q: 3 clusters Score -1.686572e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124152 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -16865878.000000 Penalty: 3832.359375
	Iteration 67Q: 3 clusters Score -1.686588e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124616 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -16865920.000000 Penalty: 3832.359375
	Iteration 68Q: 3 clusters Score -1.686592e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125026 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -16865996.000000 Penalty: 3832.359375
	Iteration 69Q: 3 clusters Score -1.6866e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125369 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -16866054.000000 Penalty: 3832.359375
	Iteration 70Q: 3 clusters Score -1.686605e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125672 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -16866098.000000 Penalty: 3832.359375
	Iteration 71Q: 3 clusters Score -1.68661e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125911 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -16866104.000000 Penalty: 3832.359375
	Iteration 72Q: 3 clusters Score -1.68661e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126112 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -16866142.000000 Penalty: 3832.359375
	Iteration 73Q: 3 clusters Score -1.686614e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126294 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -16866160.000000 Penalty: 3832.359375
	Iteration 74Q: 3 clusters Score -1.686616e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126445 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -16866198.000000 Penalty: 3832.359375
	Iteration 75Q: 3 clusters Score -1.68662e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126567 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -16866216.000000 Penalty: 3832.359375
	Iteration 76Q: 3 clusters Score -1.686622e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126682 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -16866192.000000 Penalty: 3832.359375
	Iteration 77Q: 3 clusters Score -1.686619e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126778 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -16866196.000000 Penalty: 3832.359375
	Iteration 78Q: 3 clusters Score -1.68662e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126871 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -16866160.000000 Penalty: 3832.359375
	Iteration 79Q: 3 clusters Score -1.686616e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126946 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -16866178.000000 Penalty: 3832.359375
	Iteration 80F: 3 clusters Score -1.686618e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127005 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -16866186.000000 Penalty: 3832.359375
	Iteration 81Q: 3 clusters Score -1.686619e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127058 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -16866200.000000 Penalty: 3832.359375
	Iteration 82Q: 3 clusters Score -1.68662e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127103 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -16866192.000000 Penalty: 3832.359375
	Iteration 83Q: 3 clusters Score -1.686619e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127130 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -16866176.000000 Penalty: 3832.359375
	Iteration 84Q: 3 clusters Score -1.686618e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127167 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -16866146.000000 Penalty: 3832.359375
	Iteration 85Q: 3 clusters Score -1.686615e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127208 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -16866140.000000 Penalty: 3832.359375
	Iteration 86Q: 3 clusters Score -1.686614e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127252 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -16866164.000000 Penalty: 3832.359375
	Iteration 87Q: 3 clusters Score -1.686616e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127292 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -16866154.000000 Penalty: 3832.359375
	Iteration 88Q: 3 clusters Score -1.686615e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127338 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -16866122.000000 Penalty: 3832.359375
	Iteration 89Q: 3 clusters Score -1.686612e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127374 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -16866118.000000 Penalty: 3832.359375
	Iteration 90Q: 3 clusters Score -1.686612e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127402 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -16866098.000000 Penalty: 3832.359375
	Iteration 91Q: 3 clusters Score -1.68661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127421 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -16866108.000000 Penalty: 3832.359375
	Iteration 92Q: 3 clusters Score -1.686611e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127442 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -16866108.000000 Penalty: 3832.359375
	Iteration 93Q: 3 clusters Score -1.686611e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127459 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -16866098.000000 Penalty: 3832.359375
	Iteration 94Q: 3 clusters Score -1.68661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127470 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -16866088.000000 Penalty: 3832.359375
	Iteration 95Q: 3 clusters Score -1.686609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127477 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -16866076.000000 Penalty: 3832.359375
	Iteration 96Q: 3 clusters Score -1.686608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127482 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -16866084.000000 Penalty: 3832.359375
	Iteration 97Q: 3 clusters Score -1.686608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127490 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -16866086.000000 Penalty: 3832.359375
	Iteration 98Q: 3 clusters Score -1.686609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127501 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -16866094.000000 Penalty: 3832.359375
	Iteration 99Q: 3 clusters Score -1.686609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127507 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -16866090.000000 Penalty: 3832.359375
	Iteration 100F: 3 clusters Score -1.686609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127514 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -16866080.000000 Penalty: 3832.359375
	Iteration 101Q: 3 clusters Score -1.686608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127519 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -16866076.000000 Penalty: 3832.359375
	Iteration 102Q: 3 clusters Score -1.686608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127525 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -16866068.000000 Penalty: 3832.359375
	Iteration 103Q: 3 clusters Score -1.686607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127531 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -16866078.000000 Penalty: 3832.359375
	Iteration 104Q: 3 clusters Score -1.686608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127536 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -16866092.000000 Penalty: 3832.359375
	Iteration 105Q: 3 clusters Score -1.686609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127539 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -16866090.000000 Penalty: 3832.359375
	Iteration 106Q: 3 clusters Score -1.686609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127541 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -16866084.000000 Penalty: 3832.359375
	Iteration 107Q: 3 clusters Score -1.686608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127543 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -16866086.000000 Penalty: 3832.359375
	Iteration 108Q: 3 clusters Score -1.686609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127547 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -16866086.000000 Penalty: 3832.359375
	Iteration 109Q: 3 clusters Score -1.686609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127553 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -16866090.000000 Penalty: 3832.359375
	Iteration 110Q: 3 clusters Score -1.686609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127556 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -16866092.000000 Penalty: 3832.359375
	Iteration 111Q: 3 clusters Score -1.686609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127561 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -16866088.000000 Penalty: 3832.359375
	Iteration 112Q: 3 clusters Score -1.686609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127567 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -16866086.000000 Penalty: 3832.359375
	Iteration 113Q: 3 clusters Score -1.686609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -16866080.000000 Penalty: 3832.359375
	Iteration 114Q: 3 clusters Score -1.686608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127581 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -16866088.000000 Penalty: 3832.359375
	Iteration 115Q: 3 clusters Score -1.686609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127588 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -16866080.000000 Penalty: 3832.359375
	Iteration 116Q: 3 clusters Score -1.686608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127593 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -16866076.000000 Penalty: 3832.359375
	Iteration 117Q: 3 clusters Score -1.686608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127599 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -16866066.000000 Penalty: 3832.359375
	Iteration 118Q: 3 clusters Score -1.686607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127604 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -16866076.000000 Penalty: 3832.359375
	Iteration 119Q: 3 clusters Score -1.686608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127609 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -16866072.000000 Penalty: 3832.359375
	Iteration 120F: 3 clusters Score -1.686607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127616 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -16866066.000000 Penalty: 3832.359375
	Iteration 121Q: 3 clusters Score -1.686607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127620 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -16866076.000000 Penalty: 3832.359375
	Iteration 122Q: 3 clusters Score -1.686608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127622 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -16866074.000000 Penalty: 3832.359375
	Iteration 123Q: 3 clusters Score -1.686607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127622 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -16866082.000000 Penalty: 3832.359375
	Iteration 124Q: 3 clusters Score -1.686608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127624 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -16866066.000000 Penalty: 3832.359375
	Iteration 125Q: 3 clusters Score -1.686607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127626 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -16866066.000000 Penalty: 3832.359375
	Iteration 126Q: 3 clusters Score -1.686607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127629 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -16866076.000000 Penalty: 3832.359375
	Iteration 127Q: 3 clusters Score -1.686608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127632 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -16866074.000000 Penalty: 3832.359375
	Iteration 128Q: 3 clusters Score -1.686607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127641 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -16866076.000000 Penalty: 3832.359375
	Iteration 129Q: 3 clusters Score -1.686608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127650 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -16866074.000000 Penalty: 3832.359375
	Iteration 130Q: 3 clusters Score -1.686607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127659 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -16866058.000000 Penalty: 3832.359375
	Iteration 131Q: 3 clusters Score -1.686606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127672 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -16866048.000000 Penalty: 3832.359375
	Iteration 132Q: 3 clusters Score -1.686605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127681 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -16866052.000000 Penalty: 3832.359375
	Iteration 133Q: 3 clusters Score -1.686605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127693 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -16866050.000000 Penalty: 3832.359375
	Iteration 134Q: 3 clusters Score -1.686605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127703 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -16866038.000000 Penalty: 3832.359375
	Iteration 135Q: 3 clusters Score -1.686604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127708 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -16866030.000000 Penalty: 3832.359375
	Iteration 136Q: 3 clusters Score -1.686603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127717 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -16866046.000000 Penalty: 3832.359375
	Iteration 137Q: 3 clusters Score -1.686605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127721 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -16866052.000000 Penalty: 3832.359375
	Iteration 138Q: 3 clusters Score -1.686605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127724 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -16866050.000000 Penalty: 3832.359375
	Iteration 139Q: 3 clusters Score -1.686605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127728 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -16866050.000000 Penalty: 3832.359375
	Iteration 140F: 3 clusters Score -1.686605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127732 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -16866062.000000 Penalty: 3832.359375
	Iteration 141Q: 3 clusters Score -1.686606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127737 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -16866050.000000 Penalty: 3832.359375
	Iteration 142Q: 3 clusters Score -1.686605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127740 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -16866050.000000 Penalty: 3832.359375
	Iteration 143Q: 3 clusters Score -1.686605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127746 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -16866054.000000 Penalty: 3832.359375
	Iteration 144Q: 3 clusters Score -1.686605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127752 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -16866054.000000 Penalty: 3832.359375
	Iteration 145Q: 3 clusters Score -1.686605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127755 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -16866046.000000 Penalty: 3832.359375
	Iteration 146Q: 3 clusters Score -1.686605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127759 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -16866058.000000 Penalty: 3832.359375
	Iteration 147Q: 3 clusters Score -1.686606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127764 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -16866066.000000 Penalty: 3832.359375
	Iteration 148Q: 3 clusters Score -1.686607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127768 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -16866070.000000 Penalty: 3832.359375
	Iteration 149Q: 3 clusters Score -1.686607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127774 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -16866056.000000 Penalty: 3832.359375
	Iteration 150Q: 3 clusters Score -1.686606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127780 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -16866052.000000 Penalty: 3832.359375
	Iteration 151Q: 3 clusters Score -1.686605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127782 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -16866050.000000 Penalty: 3832.359375
	Iteration 152Q: 3 clusters Score -1.686605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127785 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -16866052.000000 Penalty: 3832.359375
	Iteration 153Q: 3 clusters Score -1.686605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127787 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -16866044.000000 Penalty: 3832.359375
	Iteration 154Q: 3 clusters Score -1.686604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127790 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -16866044.000000 Penalty: 3832.359375
	Iteration 155Q: 3 clusters Score -1.686604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127792 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -16866044.000000 Penalty: 3832.359375
	Iteration 156Q: 3 clusters Score -1.686604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127795 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -16866046.000000 Penalty: 3832.359375
	Iteration 157Q: 3 clusters Score -1.686605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127796 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -16866046.000000 Penalty: 3832.359375
	Iteration 158Q: 3 clusters Score -1.686605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127799 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -16866062.000000 Penalty: 3832.359375
	Iteration 159Q: 3 clusters Score -1.686606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127803 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -16866050.000000 Penalty: 3832.359375
	Iteration 160F: 3 clusters Score -1.686605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127804 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -16866052.000000 Penalty: 3832.359375
	Iteration 161Q: 3 clusters Score -1.686605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127805 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -16866048.000000 Penalty: 3832.359375
	Iteration 162Q: 3 clusters Score -1.686605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127807 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -16866046.000000 Penalty: 3832.359375
	Iteration 163Q: 3 clusters Score -1.686605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127808 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -16866042.000000 Penalty: 3832.359375
	Iteration 164Q: 3 clusters Score -1.686604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127810 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -16866042.000000 Penalty: 3832.359375
	Iteration 165Q: 3 clusters Score -1.686604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127810 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -16866042.000000 Penalty: 3832.359375
	Iteration 166F: 3 clusters Score -1.686604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28326 members 
Mstep: Class 7 contains 86477 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10222 members 
Mstep: Class 10 contains 54870 members 
Mstep: Class 11 contains 139975 members 
Mstep: Class 12 contains 36777 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 10432 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7718 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 53354 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4231 members 
Mstep: Class 26 contains 4636 members 
Mstep: Class 27 contains 36531 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121529 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9917 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 127810 members 
Mstep: Class 35 contains 233 members 
Mstep: Class 36 contains 4364 members 
Entering Unmasked Estep 
Score: -108944704.000000 Penalty: 80105.234375
Splitting cluster 34 changes total score from -108945152.000000 to -108944704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -13852.231445 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -13852.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13257.800781 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -13257.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13570.870117 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -13570.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13694.323242 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -13694.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13776.800781 Penalty: 1771.587524
	Iteration 3Q: 3 clusters Score -13776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13879.336914 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -13879.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13996.868164 Penalty: 1771.587524
	Iteration 5Q: 3 clusters Score -13996.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14002.374023 Penalty: 1771.587524
	Iteration 6Q: 3 clusters Score -14002.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14025.162109 Penalty: 1771.587524
	Iteration 7Q: 3 clusters Score -14025.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14028.680664 Penalty: 1771.587524
	Iteration 8Q: 3 clusters Score -14028.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14028.680664 Penalty: 1771.587524
	Iteration 9F: 3 clusters Score -14028.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28326 members 
Mstep: Class 7 contains 86477 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10222 members 
Mstep: Class 10 contains 54870 members 
Mstep: Class 11 contains 139975 members 
Mstep: Class 12 contains 36777 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 10432 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7718 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 53354 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4231 members 
Mstep: Class 26 contains 4636 members 
Mstep: Class 27 contains 36531 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121529 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9917 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132174 members 
Mstep: Class 35 contains 82 members 
Mstep: Class 36 contains 151 members 
Entering Unmasked Estep 
Score: -108944000.000000 Penalty: 80105.234375
Splitting cluster 35 changes total score from -108945152.000000 to -108944000.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28326 members 
Mstep: Class 7 contains 86477 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10222 members 
Mstep: Class 10 contains 54870 members 
Mstep: Class 11 contains 139975 members 
Mstep: Class 12 contains 36777 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 10432 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7718 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 53354 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4231 members 
Mstep: Class 26 contains 4636 members 
Mstep: Class 27 contains 36531 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121529 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9917 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132174 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945144.000000 Penalty: 77880.085938
Iteration 359Q: 36 clusters Score -1.089451e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19453 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86477 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10213 members 
Mstep: Class 10 contains 54868 members 
Mstep: Class 11 contains 139980 members 
Mstep: Class 12 contains 36774 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6146 members 
Mstep: Class 15 contains 10434 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 3046 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 53348 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4231 members 
Mstep: Class 26 contains 4636 members 
Mstep: Class 27 contains 36531 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121529 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17096 members 
Mstep: Class 32 contains 9919 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132182 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945088.000000 Penalty: 77880.085938
Iteration 360F: 36 clusters Score -1.089451e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19455 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28325 members 
Mstep: Class 7 contains 86476 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10207 members 
Mstep: Class 10 contains 54867 members 
Mstep: Class 11 contains 139986 members 
Mstep: Class 12 contains 36777 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6147 members 
Mstep: Class 15 contains 10435 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14856 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 53344 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 4636 members 
Mstep: Class 27 contains 36531 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121530 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17094 members 
Mstep: Class 32 contains 9920 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132179 members 
Mstep: Class 35 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945128.000000 Penalty: 77880.085938
Iteration 361Q: 36 clusters Score -1.089451e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19457 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28326 members 
Mstep: Class 7 contains 86475 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10199 members 
Mstep: Class 10 contains 54871 members 
Mstep: Class 11 contains 139988 members 
Mstep: Class 12 contains 36777 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6146 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7718 members 
Mstep: Class 19 contains 14855 members 
Mstep: Class 20 contains 3049 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 53337 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4231 members 
Mstep: Class 26 contains 4636 members 
Mstep: Class 27 contains 36531 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121537 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17094 members 
Mstep: Class 32 contains 9920 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132178 members 
Mstep: Class 35 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945072.000000 Penalty: 77880.085938
Iteration 362Q: 36 clusters Score -1.089451e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19457 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86475 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10183 members 
Mstep: Class 10 contains 54878 members 
Mstep: Class 11 contains 139990 members 
Mstep: Class 12 contains 36785 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 7718 members 
Mstep: Class 19 contains 14853 members 
Mstep: Class 20 contains 3051 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53332 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4234 members 
Mstep: Class 26 contains 4636 members 
Mstep: Class 27 contains 36531 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121535 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17094 members 
Mstep: Class 32 contains 9921 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132184 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945160.000000 Penalty: 77880.085938
Iteration 363Q: 36 clusters Score -1.089452e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19459 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86474 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10165 members 
Mstep: Class 10 contains 54877 members 
Mstep: Class 11 contains 139994 members 
Mstep: Class 12 contains 36796 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6145 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 3055 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53327 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4235 members 
Mstep: Class 26 contains 4636 members 
Mstep: Class 27 contains 36531 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121535 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17094 members 
Mstep: Class 32 contains 9922 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132181 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945168.000000 Penalty: 77880.085938
Iteration 364Q: 36 clusters Score -1.089452e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19458 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28329 members 
Mstep: Class 7 contains 86474 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10151 members 
Mstep: Class 10 contains 54883 members 
Mstep: Class 11 contains 139991 members 
Mstep: Class 12 contains 36807 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14858 members 
Mstep: Class 20 contains 3058 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53322 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4235 members 
Mstep: Class 26 contains 4636 members 
Mstep: Class 27 contains 36531 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121535 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17094 members 
Mstep: Class 32 contains 9924 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132181 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945184.000000 Penalty: 77880.085938
Iteration 365Q: 36 clusters Score -1.089452e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19459 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28330 members 
Mstep: Class 7 contains 86473 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10141 members 
Mstep: Class 10 contains 54888 members 
Mstep: Class 11 contains 139991 members 
Mstep: Class 12 contains 36809 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 10440 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14858 members 
Mstep: Class 20 contains 3061 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53313 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4235 members 
Mstep: Class 26 contains 4636 members 
Mstep: Class 27 contains 36530 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121540 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17094 members 
Mstep: Class 32 contains 9925 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132183 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945120.000000 Penalty: 77880.085938
Iteration 366Q: 36 clusters Score -1.089451e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19459 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28331 members 
Mstep: Class 7 contains 86475 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10134 members 
Mstep: Class 10 contains 54891 members 
Mstep: Class 11 contains 139989 members 
Mstep: Class 12 contains 36811 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14859 members 
Mstep: Class 20 contains 3065 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53304 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 4635 members 
Mstep: Class 27 contains 36530 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121547 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17094 members 
Mstep: Class 32 contains 9925 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132184 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945072.000000 Penalty: 77880.085938
Iteration 367Q: 36 clusters Score -1.089451e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19458 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28333 members 
Mstep: Class 7 contains 86477 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 54895 members 
Mstep: Class 11 contains 139992 members 
Mstep: Class 12 contains 36809 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14861 members 
Mstep: Class 20 contains 3067 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53298 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 4635 members 
Mstep: Class 27 contains 36530 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121555 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17094 members 
Mstep: Class 32 contains 9925 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132183 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945080.000000 Penalty: 77880.085938
Iteration 368Q: 36 clusters Score -1.089451e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19459 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28332 members 
Mstep: Class 7 contains 86477 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10112 members 
Mstep: Class 10 contains 54892 members 
Mstep: Class 11 contains 139996 members 
Mstep: Class 12 contains 36816 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6141 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14861 members 
Mstep: Class 20 contains 3070 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53289 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 4635 members 
Mstep: Class 27 contains 36530 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121563 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17093 members 
Mstep: Class 32 contains 9926 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132183 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945120.000000 Penalty: 77880.085938
Iteration 369Q: 36 clusters Score -1.089451e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19459 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28331 members 
Mstep: Class 7 contains 86477 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10105 members 
Mstep: Class 10 contains 54893 members 
Mstep: Class 11 contains 139998 members 
Mstep: Class 12 contains 36823 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6139 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14861 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53280 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 4635 members 
Mstep: Class 27 contains 36529 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121565 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17093 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132182 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945144.000000 Penalty: 77880.085938
Iteration 370Q: 36 clusters Score -1.089451e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19459 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28329 members 
Mstep: Class 7 contains 86478 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10099 members 
Mstep: Class 10 contains 54888 members 
Mstep: Class 11 contains 140002 members 
Mstep: Class 12 contains 36837 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6137 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14861 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53277 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 4634 members 
Mstep: Class 27 contains 36529 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121565 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17094 members 
Mstep: Class 32 contains 9926 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132175 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945080.000000 Penalty: 77880.085938
Iteration 371Q: 36 clusters Score -1.089451e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19459 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28329 members 
Mstep: Class 7 contains 86480 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10088 members 
Mstep: Class 10 contains 54887 members 
Mstep: Class 11 contains 140004 members 
Mstep: Class 12 contains 36847 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14860 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53270 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4240 members 
Mstep: Class 26 contains 4634 members 
Mstep: Class 27 contains 36529 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121566 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17095 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132176 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945008.000000 Penalty: 77880.085938
Iteration 372Q: 36 clusters Score -1.08945e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19459 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28330 members 
Mstep: Class 7 contains 86481 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10082 members 
Mstep: Class 10 contains 54889 members 
Mstep: Class 11 contains 140002 members 
Mstep: Class 12 contains 36854 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14859 members 
Mstep: Class 20 contains 3090 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53265 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4240 members 
Mstep: Class 26 contains 4633 members 
Mstep: Class 27 contains 36527 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121567 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17096 members 
Mstep: Class 32 contains 9931 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132176 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944968.000000 Penalty: 77880.085938
Iteration 373Q: 36 clusters Score -1.08945e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19459 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 86483 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10074 members 
Mstep: Class 10 contains 54891 members 
Mstep: Class 11 contains 140007 members 
Mstep: Class 12 contains 36859 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6130 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14861 members 
Mstep: Class 20 contains 3094 members 
Mstep: Class 21 contains 6013 members 
Mstep: Class 22 contains 53258 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4241 members 
Mstep: Class 26 contains 4633 members 
Mstep: Class 27 contains 36525 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121568 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17096 members 
Mstep: Class 32 contains 9932 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132174 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944960.000000 Penalty: 77880.085938
Iteration 374Q: 36 clusters Score -1.08945e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19459 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 86483 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10070 members 
Mstep: Class 10 contains 54894 members 
Mstep: Class 11 contains 140007 members 
Mstep: Class 12 contains 36863 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6129 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14862 members 
Mstep: Class 20 contains 3101 members 
Mstep: Class 21 contains 6013 members 
Mstep: Class 22 contains 53250 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4242 members 
Mstep: Class 26 contains 4632 members 
Mstep: Class 27 contains 36524 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121570 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17096 members 
Mstep: Class 32 contains 9932 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132171 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945008.000000 Penalty: 77880.085938
Iteration 375Q: 36 clusters Score -1.08945e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19459 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86483 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10062 members 
Mstep: Class 10 contains 54896 members 
Mstep: Class 11 contains 140005 members 
Mstep: Class 12 contains 36872 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6126 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14860 members 
Mstep: Class 20 contains 3111 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53247 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4242 members 
Mstep: Class 26 contains 4632 members 
Mstep: Class 27 contains 36524 members 
Mstep: Class 28 contains 5337 members 
Mstep: Class 29 contains 121571 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17096 members 
Mstep: Class 32 contains 9932 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132166 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945032.000000 Penalty: 77880.085938
Iteration 376Q: 36 clusters Score -1.08945e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19460 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86483 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10052 members 
Mstep: Class 10 contains 54898 members 
Mstep: Class 11 contains 140004 members 
Mstep: Class 12 contains 36879 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 6126 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14860 members 
Mstep: Class 20 contains 3117 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 53245 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4244 members 
Mstep: Class 26 contains 4632 members 
Mstep: Class 27 contains 36523 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 121572 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17094 members 
Mstep: Class 32 contains 9931 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132161 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945024.000000 Penalty: 77880.085938
Iteration 377Q: 36 clusters Score -1.08945e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19461 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86484 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10045 members 
Mstep: Class 10 contains 54897 members 
Mstep: Class 11 contains 140001 members 
Mstep: Class 12 contains 36888 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6125 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14861 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 53246 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4245 members 
Mstep: Class 26 contains 4632 members 
Mstep: Class 27 contains 36522 members 
Mstep: Class 28 contains 5339 members 
Mstep: Class 29 contains 121570 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17092 members 
Mstep: Class 32 contains 9931 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132154 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945048.000000 Penalty: 77880.085938
Iteration 378Q: 36 clusters Score -1.08945e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19464 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28326 members 
Mstep: Class 7 contains 86486 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10041 members 
Mstep: Class 10 contains 54896 members 
Mstep: Class 11 contains 140001 members 
Mstep: Class 12 contains 36891 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6124 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14861 members 
Mstep: Class 20 contains 3133 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 53243 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4246 members 
Mstep: Class 26 contains 4631 members 
Mstep: Class 27 contains 36521 members 
Mstep: Class 28 contains 5339 members 
Mstep: Class 29 contains 121574 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17093 members 
Mstep: Class 32 contains 9930 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132148 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945016.000000 Penalty: 77880.085938
Iteration 379Q: 36 clusters Score -1.08945e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19466 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28325 members 
Mstep: Class 7 contains 86487 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10035 members 
Mstep: Class 10 contains 54898 members 
Mstep: Class 11 contains 140003 members 
Mstep: Class 12 contains 36892 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 14861 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 53245 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4248 members 
Mstep: Class 26 contains 4629 members 
Mstep: Class 27 contains 36519 members 
Mstep: Class 28 contains 5339 members 
Mstep: Class 29 contains 121572 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17095 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132142 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945064.000000 Penalty: 77880.085938
Iteration 380F: 36 clusters Score -1.089451e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28326 members 
Mstep: Class 7 contains 86485 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10033 members 
Mstep: Class 10 contains 54900 members 
Mstep: Class 11 contains 140004 members 
Mstep: Class 12 contains 36893 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 7716 members 
Mstep: Class 19 contains 14862 members 
Mstep: Class 20 contains 3153 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 53244 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4627 members 
Mstep: Class 27 contains 36519 members 
Mstep: Class 28 contains 5339 members 
Mstep: Class 29 contains 121573 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17095 members 
Mstep: Class 32 contains 9925 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132131 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945144.000000 Penalty: 77880.085938
Iteration 381Q: 36 clusters Score -1.089451e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86485 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10031 members 
Mstep: Class 10 contains 54900 members 
Mstep: Class 11 contains 140003 members 
Mstep: Class 12 contains 36890 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 27458 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7715 members 
Mstep: Class 19 contains 14863 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53243 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4626 members 
Mstep: Class 27 contains 36517 members 
Mstep: Class 28 contains 5339 members 
Mstep: Class 29 contains 121575 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17097 members 
Mstep: Class 32 contains 9926 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132125 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945200.000000 Penalty: 77880.085938
Iteration 382Q: 36 clusters Score -1.089452e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86485 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10028 members 
Mstep: Class 10 contains 54904 members 
Mstep: Class 11 contains 140007 members 
Mstep: Class 12 contains 36887 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7714 members 
Mstep: Class 19 contains 14863 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53240 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 36516 members 
Mstep: Class 28 contains 5339 members 
Mstep: Class 29 contains 121574 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17098 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132126 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945152.000000 Penalty: 77880.085938
Iteration 383Q: 36 clusters Score -1.089452e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19469 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 86485 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10025 members 
Mstep: Class 10 contains 54904 members 
Mstep: Class 11 contains 140014 members 
Mstep: Class 12 contains 36882 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7714 members 
Mstep: Class 19 contains 14863 members 
Mstep: Class 20 contains 3166 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53238 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 36513 members 
Mstep: Class 28 contains 5340 members 
Mstep: Class 29 contains 121577 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17100 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132122 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945128.000000 Penalty: 77880.085938
Iteration 384Q: 36 clusters Score -1.089451e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19470 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 86486 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10023 members 
Mstep: Class 10 contains 54904 members 
Mstep: Class 11 contains 140014 members 
Mstep: Class 12 contains 36884 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7713 members 
Mstep: Class 19 contains 14863 members 
Mstep: Class 20 contains 3169 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 53237 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 36510 members 
Mstep: Class 28 contains 5341 members 
Mstep: Class 29 contains 121578 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17102 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132119 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945112.000000 Penalty: 77880.085938
Iteration 385Q: 36 clusters Score -1.089451e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28329 members 
Mstep: Class 7 contains 86487 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10020 members 
Mstep: Class 10 contains 54906 members 
Mstep: Class 11 contains 140016 members 
Mstep: Class 12 contains 36886 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 14863 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 53236 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4248 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 36507 members 
Mstep: Class 28 contains 5341 members 
Mstep: Class 29 contains 121575 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17104 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132117 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945088.000000 Penalty: 77880.085938
Iteration 386Q: 36 clusters Score -1.089451e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28329 members 
Mstep: Class 7 contains 86487 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10018 members 
Mstep: Class 10 contains 54905 members 
Mstep: Class 11 contains 140019 members 
Mstep: Class 12 contains 36887 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 14863 members 
Mstep: Class 20 contains 3173 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 53235 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4248 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 36507 members 
Mstep: Class 28 contains 5341 members 
Mstep: Class 29 contains 121574 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17105 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132115 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945144.000000 Penalty: 77880.085938
Iteration 387Q: 36 clusters Score -1.089451e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28329 members 
Mstep: Class 7 contains 86487 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10015 members 
Mstep: Class 10 contains 54905 members 
Mstep: Class 11 contains 140020 members 
Mstep: Class 12 contains 36885 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 14863 members 
Mstep: Class 20 contains 3176 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 53236 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4248 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 36507 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121574 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17105 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132114 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945144.000000 Penalty: 77880.085938
Iteration 388Q: 36 clusters Score -1.089451e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28329 members 
Mstep: Class 7 contains 86489 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10012 members 
Mstep: Class 10 contains 54904 members 
Mstep: Class 11 contains 140019 members 
Mstep: Class 12 contains 36885 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 14864 members 
Mstep: Class 20 contains 3183 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 53236 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4247 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 36504 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121574 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17106 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132111 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945152.000000 Penalty: 77880.085938
Iteration 389Q: 36 clusters Score -1.089452e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 86490 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10011 members 
Mstep: Class 10 contains 54903 members 
Mstep: Class 11 contains 140018 members 
Mstep: Class 12 contains 36883 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 53235 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4248 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 36504 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121573 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17107 members 
Mstep: Class 32 contains 9926 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132108 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945136.000000 Penalty: 77880.085938
Iteration 390Q: 36 clusters Score -1.089451e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 86490 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 54901 members 
Mstep: Class 11 contains 140016 members 
Mstep: Class 12 contains 36882 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6124 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3200 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 53233 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 36503 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 121572 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17108 members 
Mstep: Class 32 contains 9925 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132107 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945128.000000 Penalty: 77880.085938
Iteration 391Q: 36 clusters Score -1.089451e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 86490 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10009 members 
Mstep: Class 10 contains 54900 members 
Mstep: Class 11 contains 140017 members 
Mstep: Class 12 contains 36884 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3212 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 53233 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 36501 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121573 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17109 members 
Mstep: Class 32 contains 9925 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132094 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945224.000000 Penalty: 77880.085938
Iteration 392Q: 36 clusters Score -1.089452e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 86491 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10007 members 
Mstep: Class 10 contains 54902 members 
Mstep: Class 11 contains 140015 members 
Mstep: Class 12 contains 36884 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3224 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 53230 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 36500 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121575 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17109 members 
Mstep: Class 32 contains 9925 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132086 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945256.000000 Penalty: 77880.085938
Iteration 393Q: 36 clusters Score -1.089453e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 86491 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10007 members 
Mstep: Class 10 contains 54906 members 
Mstep: Class 11 contains 140019 members 
Mstep: Class 12 contains 36881 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3231 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53228 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4624 members 
Mstep: Class 27 contains 36500 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121574 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17108 members 
Mstep: Class 32 contains 9926 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132077 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945208.000000 Penalty: 77880.085938
Iteration 394Q: 36 clusters Score -1.089452e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 86491 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10006 members 
Mstep: Class 10 contains 54906 members 
Mstep: Class 11 contains 140020 members 
Mstep: Class 12 contains 36881 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3237 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53228 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4624 members 
Mstep: Class 27 contains 36499 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121572 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17109 members 
Mstep: Class 32 contains 9926 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132074 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945264.000000 Penalty: 77880.085938
Iteration 395Q: 36 clusters Score -1.089453e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86491 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 54904 members 
Mstep: Class 11 contains 140019 members 
Mstep: Class 12 contains 36879 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 7711 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3239 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53227 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4624 members 
Mstep: Class 27 contains 36499 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121576 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17110 members 
Mstep: Class 32 contains 9926 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132076 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945192.000000 Penalty: 77880.085938
Iteration 396Q: 36 clusters Score -1.089452e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19472 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86490 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 54905 members 
Mstep: Class 11 contains 140017 members 
Mstep: Class 12 contains 36877 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7711 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3243 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53226 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4624 members 
Mstep: Class 27 contains 36499 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121580 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17110 members 
Mstep: Class 32 contains 9926 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132070 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945184.000000 Penalty: 77880.085938
Iteration 397Q: 36 clusters Score -1.089452e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19474 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86490 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 54905 members 
Mstep: Class 11 contains 140015 members 
Mstep: Class 12 contains 36877 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3249 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53225 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4624 members 
Mstep: Class 27 contains 36499 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121585 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17110 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132061 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945120.000000 Penalty: 77880.085938
Iteration 398Q: 36 clusters Score -1.089451e+08 nChanged 15
Entering ConstructFrom: 
Score: -108945120.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (20995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Entering Unmasked Estep 
Score: -2636403.750000 Penalty: 1617.206421
	Iteration 0F: 2 clusters Score -2636404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2622116.750000 Penalty: 3234.412842
	Iteration 0F: 3 clusters Score -2622117 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2627370.000000 Penalty: 3234.412842
	Iteration 1F: 3 clusters Score -2627370 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2627750.000000 Penalty: 3234.412842
	Iteration 2F: 3 clusters Score -2627750 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2628110.250000 Penalty: 3234.412842
	Iteration 3Q: 3 clusters Score -2628110 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2628464.750000 Penalty: 3234.412842
	Iteration 4Q: 3 clusters Score -2628465 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2628867.500000 Penalty: 3234.412842
	Iteration 5Q: 3 clusters Score -2628868 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2629291.750000 Penalty: 3234.412842
	Iteration 6Q: 3 clusters Score -2629292 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2629716.750000 Penalty: 3234.412842
	Iteration 7Q: 3 clusters Score -2629717 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2630115.750000 Penalty: 3234.412842
	Iteration 8Q: 3 clusters Score -2630116 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2630568.000000 Penalty: 3234.412842
	Iteration 9Q: 3 clusters Score -2630568 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2631060.500000 Penalty: 3234.412842
	Iteration 10Q: 3 clusters Score -2631060 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2631538.250000 Penalty: 3234.412842
	Iteration 11Q: 3 clusters Score -2631538 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2631935.500000 Penalty: 3234.412842
	Iteration 12Q: 3 clusters Score -2631936 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2632290.750000 Penalty: 3234.412842
	Iteration 13Q: 3 clusters Score -2632291 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2632580.750000 Penalty: 3234.412842
	Iteration 14Q: 3 clusters Score -2632581 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2632833.250000 Penalty: 3234.412842
	Iteration 15Q: 3 clusters Score -2632833 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2633099.250000 Penalty: 3234.412842
	Iteration 16Q: 3 clusters Score -2633099 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2633376.500000 Penalty: 3234.412842
	Iteration 17Q: 3 clusters Score -2633376 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2633699.750000 Penalty: 3234.412842
	Iteration 18Q: 3 clusters Score -2633700 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2633976.750000 Penalty: 3234.412842
	Iteration 19Q: 3 clusters Score -2633977 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2634200.000000 Penalty: 3234.412842
	Iteration 20F: 3 clusters Score -2634200 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2634378.000000 Penalty: 3234.412842
	Iteration 21Q: 3 clusters Score -2634378 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2634503.500000 Penalty: 3234.412842
	Iteration 22Q: 3 clusters Score -2634504 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2634618.750000 Penalty: 3234.412842
	Iteration 23Q: 3 clusters Score -2634619 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2634711.500000 Penalty: 3234.412842
	Iteration 24Q: 3 clusters Score -2634712 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2634775.250000 Penalty: 3234.412842
	Iteration 25Q: 3 clusters Score -2634775 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2634809.000000 Penalty: 3234.412842
	Iteration 26Q: 3 clusters Score -2634809 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2634844.500000 Penalty: 3234.412842
	Iteration 27Q: 3 clusters Score -2634844 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2634875.000000 Penalty: 3234.412842
	Iteration 28Q: 3 clusters Score -2634875 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2634900.250000 Penalty: 3234.412842
	Iteration 29Q: 3 clusters Score -2634900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2634918.000000 Penalty: 3234.412842
	Iteration 30Q: 3 clusters Score -2634918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2634929.750000 Penalty: 3234.412842
	Iteration 31Q: 3 clusters Score -2634930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2634939.750000 Penalty: 3234.412842
	Iteration 32Q: 3 clusters Score -2634940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2634954.250000 Penalty: 3234.412842
	Iteration 33Q: 3 clusters Score -2634954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2634959.250000 Penalty: 3234.412842
	Iteration 34Q: 3 clusters Score -2634959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2634971.250000 Penalty: 3234.412842
	Iteration 35Q: 3 clusters Score -2634971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2634975.250000 Penalty: 3234.412842
	Iteration 36Q: 3 clusters Score -2634975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2634980.000000 Penalty: 3234.412842
	Iteration 37Q: 3 clusters Score -2634980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2634989.000000 Penalty: 3234.412842
	Iteration 38Q: 3 clusters Score -2634989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2634992.000000 Penalty: 3234.412842
	Iteration 39Q: 3 clusters Score -2634992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2634999.250000 Penalty: 3234.412842
	Iteration 40F: 3 clusters Score -2634999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2635000.750000 Penalty: 3234.412842
	Iteration 41Q: 3 clusters Score -2635001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2634999.000000 Penalty: 3234.412842
	Iteration 42Q: 3 clusters Score -2634999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2635000.500000 Penalty: 3234.412842
	Iteration 43Q: 3 clusters Score -2635000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2635000.000000 Penalty: 3234.412842
	Iteration 44Q: 3 clusters Score -2635000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2635001.000000 Penalty: 3234.412842
	Iteration 45Q: 3 clusters Score -2635001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2635000.000000 Penalty: 3234.412842
	Iteration 46Q: 3 clusters Score -2635000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2635009.000000 Penalty: 3234.412842
	Iteration 47Q: 3 clusters Score -2635009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2635008.000000 Penalty: 3234.412842
	Iteration 48Q: 3 clusters Score -2635008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2635009.750000 Penalty: 3234.412842
	Iteration 49Q: 3 clusters Score -2635010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2635015.750000 Penalty: 3234.412842
	Iteration 50Q: 3 clusters Score -2635016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2635016.750000 Penalty: 3234.412842
	Iteration 51Q: 3 clusters Score -2635017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2635016.750000 Penalty: 3234.412842
	Iteration 52F: 3 clusters Score -2635017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Entering Unmasked Estep 
Score: -594826.750000 Penalty: 1374.265503
	Iteration 0F: 2 clusters Score -594826.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -591027.375000 Penalty: 2748.531006
	Iteration 0F: 3 clusters Score -591027.4 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -592007.312500 Penalty: 2748.531006
	Iteration 1F: 3 clusters Score -592007.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -592165.000000 Penalty: 2748.531006
	Iteration 2F: 3 clusters Score -592165 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -592282.687500 Penalty: 2748.531006
	Iteration 3Q: 3 clusters Score -592282.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -592391.375000 Penalty: 2748.531006
	Iteration 4Q: 3 clusters Score -592391.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -592497.875000 Penalty: 2748.531006
	Iteration 5Q: 3 clusters Score -592497.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -592610.937500 Penalty: 2748.531006
	Iteration 6Q: 3 clusters Score -592610.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -592725.187500 Penalty: 2748.531006
	Iteration 7Q: 3 clusters Score -592725.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -592842.562500 Penalty: 2748.531006
	Iteration 8Q: 3 clusters Score -592842.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -592957.125000 Penalty: 2748.531006
	Iteration 9Q: 3 clusters Score -592957.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -593090.875000 Penalty: 2748.531006
	Iteration 10Q: 3 clusters Score -593090.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -593219.875000 Penalty: 2748.531006
	Iteration 11Q: 3 clusters Score -593219.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -593323.125000 Penalty: 2748.531006
	Iteration 12Q: 3 clusters Score -593323.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -593406.375000 Penalty: 2748.531006
	Iteration 13Q: 3 clusters Score -593406.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -593471.562500 Penalty: 2748.531006
	Iteration 14Q: 3 clusters Score -593471.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -593517.062500 Penalty: 2748.531006
	Iteration 15Q: 3 clusters Score -593517.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -593555.937500 Penalty: 2748.531006
	Iteration 16Q: 3 clusters Score -593555.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -593591.062500 Penalty: 2748.531006
	Iteration 17Q: 3 clusters Score -593591.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -593623.437500 Penalty: 2748.531006
	Iteration 18Q: 3 clusters Score -593623.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -593651.750000 Penalty: 2748.531006
	Iteration 19Q: 3 clusters Score -593651.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -593671.687500 Penalty: 2748.531006
	Iteration 20F: 3 clusters Score -593671.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -593692.500000 Penalty: 2748.531006
	Iteration 21Q: 3 clusters Score -593692.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -593704.937500 Penalty: 2748.531006
	Iteration 22Q: 3 clusters Score -593704.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -593714.937500 Penalty: 2748.531006
	Iteration 23Q: 3 clusters Score -593714.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -593721.812500 Penalty: 2748.531006
	Iteration 24Q: 3 clusters Score -593721.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -593727.437500 Penalty: 2748.531006
	Iteration 25Q: 3 clusters Score -593727.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -593732.875000 Penalty: 2748.531006
	Iteration 26Q: 3 clusters Score -593732.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -593739.437500 Penalty: 2748.531006
	Iteration 27Q: 3 clusters Score -593739.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -593744.000000 Penalty: 2748.531006
	Iteration 28Q: 3 clusters Score -593744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -593746.875000 Penalty: 2748.531006
	Iteration 29Q: 3 clusters Score -593746.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -593748.437500 Penalty: 2748.531006
	Iteration 30Q: 3 clusters Score -593748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -593749.000000 Penalty: 2748.531006
	Iteration 31Q: 3 clusters Score -593749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -593749.875000 Penalty: 2748.531006
	Iteration 32Q: 3 clusters Score -593749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -593751.500000 Penalty: 2748.531006
	Iteration 33Q: 3 clusters Score -593751.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -593752.375000 Penalty: 2748.531006
	Iteration 34Q: 3 clusters Score -593752.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -593752.750000 Penalty: 2748.531006
	Iteration 35Q: 3 clusters Score -593752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -593753.750000 Penalty: 2748.531006
	Iteration 36Q: 3 clusters Score -593753.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -593755.625000 Penalty: 2748.531006
	Iteration 37Q: 3 clusters Score -593755.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -593757.062500 Penalty: 2748.531006
	Iteration 38Q: 3 clusters Score -593757.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -593758.125000 Penalty: 2748.531006
	Iteration 39Q: 3 clusters Score -593758.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -593761.875000 Penalty: 2748.531006
	Iteration 40F: 3 clusters Score -593761.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -593765.687500 Penalty: 2748.531006
	Iteration 41Q: 3 clusters Score -593765.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -593770.312500 Penalty: 2748.531006
	Iteration 42Q: 3 clusters Score -593770.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -593772.562500 Penalty: 2748.531006
	Iteration 43Q: 3 clusters Score -593772.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -593777.500000 Penalty: 2748.531006
	Iteration 44Q: 3 clusters Score -593777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -593778.312500 Penalty: 2748.531006
	Iteration 45Q: 3 clusters Score -593778.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -593777.625000 Penalty: 2748.531006
	Iteration 46Q: 3 clusters Score -593777.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -593777.625000 Penalty: 2748.531006
	Iteration 47F: 3 clusters Score -593777.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -47626.894531 Penalty: 999.126160
	Iteration 0F: 2 clusters Score -47626.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46688.453125 Penalty: 1998.252319
	Iteration 0F: 3 clusters Score -46688.45 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46861.386719 Penalty: 1998.252319
	Iteration 1F: 3 clusters Score -46861.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46938.734375 Penalty: 1998.252319
	Iteration 2F: 3 clusters Score -46938.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47008.257812 Penalty: 1998.252319
	Iteration 3F: 3 clusters Score -47008.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47026.867188 Penalty: 1998.252319
	Iteration 4Q: 3 clusters Score -47026.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47035.843750 Penalty: 1998.252319
	Iteration 5Q: 3 clusters Score -47035.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47039.437500 Penalty: 1998.252319
	Iteration 6Q: 3 clusters Score -47039.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47044.328125 Penalty: 1998.252319
	Iteration 7Q: 3 clusters Score -47044.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47048.515625 Penalty: 1998.252319
	Iteration 8Q: 3 clusters Score -47048.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47049.375000 Penalty: 1998.252319
	Iteration 9Q: 3 clusters Score -47049.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47049.375000 Penalty: 1998.252319
	Iteration 10F: 3 clusters Score -47049.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Entering Unmasked Estep 
Score: -2489330.750000 Penalty: 1604.994141
	Iteration 0F: 2 clusters Score -2489331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2476001.500000 Penalty: 3209.988281
	Iteration 0F: 3 clusters Score -2476002 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2480712.000000 Penalty: 3209.988281
	Iteration 1F: 3 clusters Score -2480712 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2481014.750000 Penalty: 3209.988281
	Iteration 2F: 3 clusters Score -2481015 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2481278.750000 Penalty: 3209.988281
	Iteration 3Q: 3 clusters Score -2481279 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2481525.250000 Penalty: 3209.988281
	Iteration 4Q: 3 clusters Score -2481525 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2481786.250000 Penalty: 3209.988281
	Iteration 5Q: 3 clusters Score -2481786 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2482066.500000 Penalty: 3209.988281
	Iteration 6Q: 3 clusters Score -2482066 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2482391.000000 Penalty: 3209.988281
	Iteration 7Q: 3 clusters Score -2482391 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2482797.500000 Penalty: 3209.988281
	Iteration 8Q: 3 clusters Score -2482798 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2483306.500000 Penalty: 3209.988281
	Iteration 9Q: 3 clusters Score -2483306 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2483917.500000 Penalty: 3209.988281
	Iteration 10F: 3 clusters Score -2483918 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2484618.000000 Penalty: 3209.988281
	Iteration 11F: 3 clusters Score -2484618 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2485371.000000 Penalty: 3209.988281
	Iteration 12F: 3 clusters Score -2485371 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2486056.250000 Penalty: 3209.988281
	Iteration 13Q: 3 clusters Score -2486056 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2486651.000000 Penalty: 3209.988281
	Iteration 14Q: 3 clusters Score -2486651 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2487059.000000 Penalty: 3209.988281
	Iteration 15Q: 3 clusters Score -2487059 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2487326.250000 Penalty: 3209.988281
	Iteration 16Q: 3 clusters Score -2487326 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2487514.000000 Penalty: 3209.988281
	Iteration 17Q: 3 clusters Score -2487514 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2487654.000000 Penalty: 3209.988281
	Iteration 18Q: 3 clusters Score -2487654 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2487741.000000 Penalty: 3209.988281
	Iteration 19Q: 3 clusters Score -2487741 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2487807.500000 Penalty: 3209.988281
	Iteration 20F: 3 clusters Score -2487808 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2487872.000000 Penalty: 3209.988281
	Iteration 21Q: 3 clusters Score -2487872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2487907.750000 Penalty: 3209.988281
	Iteration 22Q: 3 clusters Score -2487908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2487938.250000 Penalty: 3209.988281
	Iteration 23Q: 3 clusters Score -2487938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2487959.750000 Penalty: 3209.988281
	Iteration 24Q: 3 clusters Score -2487960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2487968.750000 Penalty: 3209.988281
	Iteration 25Q: 3 clusters Score -2487969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2487976.000000 Penalty: 3209.988281
	Iteration 26Q: 3 clusters Score -2487976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2487981.000000 Penalty: 3209.988281
	Iteration 27Q: 3 clusters Score -2487981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2487981.250000 Penalty: 3209.988281
	Iteration 28Q: 3 clusters Score -2487981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2487986.000000 Penalty: 3209.988281
	Iteration 29Q: 3 clusters Score -2487986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2487986.750000 Penalty: 3209.988281
	Iteration 30Q: 3 clusters Score -2487987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2487988.750000 Penalty: 3209.988281
	Iteration 31Q: 3 clusters Score -2487989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2487987.750000 Penalty: 3209.988281
	Iteration 32Q: 3 clusters Score -2487988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2487989.750000 Penalty: 3209.988281
	Iteration 33Q: 3 clusters Score -2487990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2487989.000000 Penalty: 3209.988281
	Iteration 34Q: 3 clusters Score -2487989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2487990.500000 Penalty: 3209.988281
	Iteration 35Q: 3 clusters Score -2487990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2487990.500000 Penalty: 3209.988281
	Iteration 36F: 3 clusters Score -2487990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Entering Unmasked Estep 
Score: -169080.078125 Penalty: 1177.650635
	Iteration 0F: 2 clusters Score -169080.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -167393.984375 Penalty: 2355.301270
	Iteration 0F: 3 clusters Score -167394 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -167752.515625 Penalty: 2355.301270
	Iteration 1F: 3 clusters Score -167752.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -167848.125000 Penalty: 2355.301270
	Iteration 2F: 3 clusters Score -167848.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -167900.171875 Penalty: 2355.301270
	Iteration 3Q: 3 clusters Score -167900.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -167941.875000 Penalty: 2355.301270
	Iteration 4Q: 3 clusters Score -167941.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -167970.015625 Penalty: 2355.301270
	Iteration 5Q: 3 clusters Score -167970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -167986.671875 Penalty: 2355.301270
	Iteration 6Q: 3 clusters Score -167986.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -167996.734375 Penalty: 2355.301270
	Iteration 7Q: 3 clusters Score -167996.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -168003.328125 Penalty: 2355.301270
	Iteration 8Q: 3 clusters Score -168003.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -168016.578125 Penalty: 2355.301270
	Iteration 9Q: 3 clusters Score -168016.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -168026.703125 Penalty: 2355.301270
	Iteration 10Q: 3 clusters Score -168026.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -168035.562500 Penalty: 2355.301270
	Iteration 11Q: 3 clusters Score -168035.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -168040.218750 Penalty: 2355.301270
	Iteration 12Q: 3 clusters Score -168040.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -168048.921875 Penalty: 2355.301270
	Iteration 13Q: 3 clusters Score -168048.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -168059.015625 Penalty: 2355.301270
	Iteration 14Q: 3 clusters Score -168059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -168069.531250 Penalty: 2355.301270
	Iteration 15Q: 3 clusters Score -168069.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -168076.750000 Penalty: 2355.301270
	Iteration 16Q: 3 clusters Score -168076.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -168080.718750 Penalty: 2355.301270
	Iteration 17Q: 3 clusters Score -168080.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -168081.312500 Penalty: 2355.301270
	Iteration 18Q: 3 clusters Score -168081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -168083.437500 Penalty: 2355.301270
	Iteration 19Q: 3 clusters Score -168083.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -168085.828125 Penalty: 2355.301270
	Iteration 20F: 3 clusters Score -168085.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -168094.781250 Penalty: 2355.301270
	Iteration 21Q: 3 clusters Score -168094.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -168112.859375 Penalty: 2355.301270
	Iteration 22Q: 3 clusters Score -168112.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -168129.687500 Penalty: 2355.301270
	Iteration 23Q: 3 clusters Score -168129.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -168135.968750 Penalty: 2355.301270
	Iteration 24Q: 3 clusters Score -168136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -168144.750000 Penalty: 2355.301270
	Iteration 25Q: 3 clusters Score -168144.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -168148.046875 Penalty: 2355.301270
	Iteration 26Q: 3 clusters Score -168148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -168151.484375 Penalty: 2355.301270
	Iteration 27Q: 3 clusters Score -168151.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -168155.453125 Penalty: 2355.301270
	Iteration 28Q: 3 clusters Score -168155.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -168156.687500 Penalty: 2355.301270
	Iteration 29Q: 3 clusters Score -168156.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -168159.359375 Penalty: 2355.301270
	Iteration 30Q: 3 clusters Score -168159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -168160.328125 Penalty: 2355.301270
	Iteration 31Q: 3 clusters Score -168160.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -168160.906250 Penalty: 2355.301270
	Iteration 32Q: 3 clusters Score -168160.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -168160.906250 Penalty: 2355.301270
	Iteration 33F: 3 clusters Score -168160.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Entering Unmasked Estep 
Score: -3590074.750000 Penalty: 1665.880249
	Iteration 0F: 2 clusters Score -3590075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3571072.250000 Penalty: 3331.760498
	Iteration 0F: 3 clusters Score -3571072 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3577954.250000 Penalty: 3331.760498
	Iteration 1F: 3 clusters Score -3577954 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -3578287.250000 Penalty: 3331.760498
	Iteration 2Q: 3 clusters Score -3578287 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3578593.250000 Penalty: 3331.760498
	Iteration 3Q: 3 clusters Score -3578593 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3578868.000000 Penalty: 3331.760498
	Iteration 4Q: 3 clusters Score -3578868 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -3579165.500000 Penalty: 3331.760498
	Iteration 5Q: 3 clusters Score -3579166 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3579531.000000 Penalty: 3331.760498
	Iteration 6Q: 3 clusters Score -3579531 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3579914.000000 Penalty: 3331.760498
	Iteration 7Q: 3 clusters Score -3579914 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3580409.000000 Penalty: 3331.760498
	Iteration 8Q: 3 clusters Score -3580409 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -3581082.500000 Penalty: 3331.760498
	Iteration 9Q: 3 clusters Score -3581082 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3582007.250000 Penalty: 3331.760498
	Iteration 10F: 3 clusters Score -3582007 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3583224.750000 Penalty: 3331.760498
	Iteration 11F: 3 clusters Score -3583225 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3584638.000000 Penalty: 3331.760498
	Iteration 12F: 3 clusters Score -3584638 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3586027.750000 Penalty: 3331.760498
	Iteration 13F: 3 clusters Score -3586028 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3587184.000000 Penalty: 3331.760498
	Iteration 14Q: 3 clusters Score -3587184 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3587939.000000 Penalty: 3331.760498
	Iteration 15Q: 3 clusters Score -3587939 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3588286.000000 Penalty: 3331.760498
	Iteration 16Q: 3 clusters Score -3588286 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3588437.000000 Penalty: 3331.760498
	Iteration 17Q: 3 clusters Score -3588437 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3588504.250000 Penalty: 3331.760498
	Iteration 18Q: 3 clusters Score -3588504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3588540.250000 Penalty: 3331.760498
	Iteration 19Q: 3 clusters Score -3588540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3588565.750000 Penalty: 3331.760498
	Iteration 20F: 3 clusters Score -3588566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3588589.500000 Penalty: 3331.760498
	Iteration 21Q: 3 clusters Score -3588590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3588598.500000 Penalty: 3331.760498
	Iteration 22Q: 3 clusters Score -3588598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3588612.750000 Penalty: 3331.760498
	Iteration 23Q: 3 clusters Score -3588613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3588622.500000 Penalty: 3331.760498
	Iteration 24Q: 3 clusters Score -3588622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3588629.250000 Penalty: 3331.760498
	Iteration 25Q: 3 clusters Score -3588629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3588636.250000 Penalty: 3331.760498
	Iteration 26Q: 3 clusters Score -3588636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3588649.000000 Penalty: 3331.760498
	Iteration 27Q: 3 clusters Score -3588649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3588649.250000 Penalty: 3331.760498
	Iteration 28Q: 3 clusters Score -3588649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3588650.500000 Penalty: 3331.760498
	Iteration 29Q: 3 clusters Score -3588650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3588653.250000 Penalty: 3331.760498
	Iteration 30Q: 3 clusters Score -3588653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3588652.000000 Penalty: 3331.760498
	Iteration 31Q: 3 clusters Score -3588652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3588654.500000 Penalty: 3331.760498
	Iteration 32Q: 3 clusters Score -3588654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3588654.500000 Penalty: 3331.760498
	Iteration 33F: 3 clusters Score -3588654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86490 members 
Entering Unmasked Estep 
Score: -11068172.000000 Penalty: 1847.265015
	Iteration 0F: 2 clusters Score -1.106817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -11011295.000000 Penalty: 3694.530029
	Iteration 0F: 3 clusters Score -1.10113e+07 nChanged 41325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -11035056.000000 Penalty: 3694.530029
	Iteration 1F: 3 clusters Score -1.103506e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -11036081.000000 Penalty: 3694.530029
	Iteration 2Q: 3 clusters Score -1.103608e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -11037851.000000 Penalty: 3694.530029
	Iteration 3Q: 3 clusters Score -1.103785e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -11040908.000000 Penalty: 3694.530029
	Iteration 4F: 3 clusters Score -1.104091e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -11045510.000000 Penalty: 3694.530029
	Iteration 5F: 3 clusters Score -1.104551e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 69600 members 
Entering Unmasked Estep 
Score: -11051609.000000 Penalty: 3694.530029
	Iteration 6F: 3 clusters Score -1.105161e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 76019 members 
Entering Unmasked Estep 
Score: -11057225.000000 Penalty: 3694.530029
	Iteration 7F: 3 clusters Score -1.105722e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -11061484.000000 Penalty: 3694.530029
	Iteration 8F: 3 clusters Score -1.106148e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 83856 members 
Entering Unmasked Estep 
Score: -11064241.000000 Penalty: 3694.530029
	Iteration 9Q: 3 clusters Score -1.106424e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 85370 members 
Entering Unmasked Estep 
Score: -11065571.000000 Penalty: 3694.530029
	Iteration 10Q: 3 clusters Score -1.106557e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 85993 members 
Entering Unmasked Estep 
Score: -11066190.000000 Penalty: 3694.530029
	Iteration 11Q: 3 clusters Score -1.106619e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 86192 members 
Entering Unmasked Estep 
Score: -11066425.000000 Penalty: 3694.530029
	Iteration 12Q: 3 clusters Score -1.106642e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 86257 members 
Entering Unmasked Estep 
Score: -11066512.000000 Penalty: 3694.530029
	Iteration 13Q: 3 clusters Score -1.106651e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 86283 members 
Entering Unmasked Estep 
Score: -11066551.000000 Penalty: 3694.530029
	Iteration 14Q: 3 clusters Score -1.106655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 86292 members 
Entering Unmasked Estep 
Score: -11066580.000000 Penalty: 3694.530029
	Iteration 15Q: 3 clusters Score -1.106658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 86297 members 
Entering Unmasked Estep 
Score: -11066592.000000 Penalty: 3694.530029
	Iteration 16Q: 3 clusters Score -1.106659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 86297 members 
Entering Unmasked Estep 
Score: -11066607.000000 Penalty: 3694.530029
	Iteration 17Q: 3 clusters Score -1.106661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 86298 members 
Entering Unmasked Estep 
Score: -11066622.000000 Penalty: 3694.530029
	Iteration 18Q: 3 clusters Score -1.106662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -11066631.000000 Penalty: 3694.530029
	Iteration 19Q: 3 clusters Score -1.106663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 86303 members 
Entering Unmasked Estep 
Score: -11066633.000000 Penalty: 3694.530029
	Iteration 20F: 3 clusters Score -1.106663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 86304 members 
Entering Unmasked Estep 
Score: -11066634.000000 Penalty: 3694.530029
	Iteration 21Q: 3 clusters Score -1.106663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 86307 members 
Entering Unmasked Estep 
Score: -11066639.000000 Penalty: 3694.530029
	Iteration 22Q: 3 clusters Score -1.106664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 86305 members 
Entering Unmasked Estep 
Score: -11066641.000000 Penalty: 3694.530029
	Iteration 23Q: 3 clusters Score -1.106664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 86306 members 
Entering Unmasked Estep 
Score: -11066637.000000 Penalty: 3694.530029
	Iteration 24Q: 3 clusters Score -1.106664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 86307 members 
Entering Unmasked Estep 
Score: -11066639.000000 Penalty: 3694.530029
	Iteration 25Q: 3 clusters Score -1.106664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 86307 members 
Entering Unmasked Estep 
Score: -11066639.000000 Penalty: 3694.530029
	Iteration 26F: 3 clusters Score -1.106664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -23193.689453 Penalty: 904.856018
	Iteration 0F: 2 clusters Score -23193.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22491.425781 Penalty: 1809.712036
	Iteration 0F: 3 clusters Score -22491.43 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22710.429688 Penalty: 1809.712036
	Iteration 1F: 3 clusters Score -22710.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22842.648438 Penalty: 1809.712036
	Iteration 2F: 3 clusters Score -22842.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22941.615234 Penalty: 1809.712036
	Iteration 3Q: 3 clusters Score -22941.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23023.441406 Penalty: 1809.712036
	Iteration 4Q: 3 clusters Score -23023.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23043.732422 Penalty: 1809.712036
	Iteration 5Q: 3 clusters Score -23043.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23070.203125 Penalty: 1809.712036
	Iteration 6Q: 3 clusters Score -23070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23084.585938 Penalty: 1809.712036
	Iteration 7Q: 3 clusters Score -23084.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23094.554688 Penalty: 1809.712036
	Iteration 8Q: 3 clusters Score -23094.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23110.080078 Penalty: 1809.712036
	Iteration 9Q: 3 clusters Score -23110.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23123.210938 Penalty: 1809.712036
	Iteration 10Q: 3 clusters Score -23123.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23140.089844 Penalty: 1809.712036
	Iteration 11Q: 3 clusters Score -23140.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23147.804688 Penalty: 1809.712036
	Iteration 12Q: 3 clusters Score -23147.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23148.488281 Penalty: 1809.712036
	Iteration 13F: 3 clusters Score -23148.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23150.804688 Penalty: 1809.712036
	Iteration 14Q: 3 clusters Score -23150.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23150.804688 Penalty: 1809.712036
	Iteration 15F: 3 clusters Score -23150.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Entering Unmasked Estep 
Score: -1166734.625000 Penalty: 1496.761597
	Iteration 0F: 2 clusters Score -1166735 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 5046 members 
Entering Unmasked Estep 
Score: -1159487.750000 Penalty: 2993.523193
	Iteration 0F: 3 clusters Score -1159488 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1162091.500000 Penalty: 2993.523193
	Iteration 1F: 3 clusters Score -1162092 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1162572.000000 Penalty: 2993.523193
	Iteration 2F: 3 clusters Score -1162572 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1163025.625000 Penalty: 2993.523193
	Iteration 3F: 3 clusters Score -1163026 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1163448.875000 Penalty: 2993.523193
	Iteration 4F: 3 clusters Score -1163449 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1163799.625000 Penalty: 2993.523193
	Iteration 5F: 3 clusters Score -1163800 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1164125.125000 Penalty: 2993.523193
	Iteration 6F: 3 clusters Score -1164125 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1164399.000000 Penalty: 2993.523193
	Iteration 7Q: 3 clusters Score -1164399 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1164620.750000 Penalty: 2993.523193
	Iteration 8Q: 3 clusters Score -1164621 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1164826.125000 Penalty: 2993.523193
	Iteration 9Q: 3 clusters Score -1164826 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1165011.875000 Penalty: 2993.523193
	Iteration 10Q: 3 clusters Score -1165012 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1165147.625000 Penalty: 2993.523193
	Iteration 11Q: 3 clusters Score -1165148 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1165266.000000 Penalty: 2993.523193
	Iteration 12Q: 3 clusters Score -1165266 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1165357.000000 Penalty: 2993.523193
	Iteration 13Q: 3 clusters Score -1165357 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1165426.250000 Penalty: 2993.523193
	Iteration 14Q: 3 clusters Score -1165426 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1165497.125000 Penalty: 2993.523193
	Iteration 15Q: 3 clusters Score -1165497 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1165553.625000 Penalty: 2993.523193
	Iteration 16Q: 3 clusters Score -1165554 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1165601.250000 Penalty: 2993.523193
	Iteration 17Q: 3 clusters Score -1165601 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1165640.125000 Penalty: 2993.523193
	Iteration 18Q: 3 clusters Score -1165640 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1165678.750000 Penalty: 2993.523193
	Iteration 19Q: 3 clusters Score -1165679 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1165709.000000 Penalty: 2993.523193
	Iteration 20F: 3 clusters Score -1165709 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1165733.500000 Penalty: 2993.523193
	Iteration 21Q: 3 clusters Score -1165734 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1165770.250000 Penalty: 2993.523193
	Iteration 22Q: 3 clusters Score -1165770 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1165800.375000 Penalty: 2993.523193
	Iteration 23Q: 3 clusters Score -1165800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1165830.000000 Penalty: 2993.523193
	Iteration 24Q: 3 clusters Score -1165830 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1165865.500000 Penalty: 2993.523193
	Iteration 25Q: 3 clusters Score -1165866 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1165888.750000 Penalty: 2993.523193
	Iteration 26Q: 3 clusters Score -1165889 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1165911.500000 Penalty: 2993.523193
	Iteration 27Q: 3 clusters Score -1165912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1165921.625000 Penalty: 2993.523193
	Iteration 28Q: 3 clusters Score -1165922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1165937.500000 Penalty: 2993.523193
	Iteration 29Q: 3 clusters Score -1165938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1165948.875000 Penalty: 2993.523193
	Iteration 30Q: 3 clusters Score -1165949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1165953.875000 Penalty: 2993.523193
	Iteration 31Q: 3 clusters Score -1165954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1165967.250000 Penalty: 2993.523193
	Iteration 32Q: 3 clusters Score -1165967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1165974.375000 Penalty: 2993.523193
	Iteration 33Q: 3 clusters Score -1165974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1165986.625000 Penalty: 2993.523193
	Iteration 34Q: 3 clusters Score -1165987 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1165996.875000 Penalty: 2993.523193
	Iteration 35Q: 3 clusters Score -1165997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1166004.000000 Penalty: 2993.523193
	Iteration 36Q: 3 clusters Score -1166004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1166009.625000 Penalty: 2993.523193
	Iteration 37Q: 3 clusters Score -1166010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1166015.375000 Penalty: 2993.523193
	Iteration 38Q: 3 clusters Score -1166015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1166017.125000 Penalty: 2993.523193
	Iteration 39Q: 3 clusters Score -1166017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1166018.500000 Penalty: 2993.523193
	Iteration 40F: 3 clusters Score -1166018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1166019.625000 Penalty: 2993.523193
	Iteration 41Q: 3 clusters Score -1166020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1166024.000000 Penalty: 2993.523193
	Iteration 42Q: 3 clusters Score -1166024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1166022.875000 Penalty: 2993.523193
	Iteration 43Q: 3 clusters Score -1166023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1166022.125000 Penalty: 2993.523193
	Iteration 44Q: 3 clusters Score -1166022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1166024.500000 Penalty: 2993.523193
	Iteration 45Q: 3 clusters Score -1166024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1166024.375000 Penalty: 2993.523193
	Iteration 46Q: 3 clusters Score -1166024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1166028.000000 Penalty: 2993.523193
	Iteration 47Q: 3 clusters Score -1166028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1166031.375000 Penalty: 2993.523193
	Iteration 48Q: 3 clusters Score -1166031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1166037.750000 Penalty: 2993.523193
	Iteration 49Q: 3 clusters Score -1166038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1166044.500000 Penalty: 2993.523193
	Iteration 50Q: 3 clusters Score -1166044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1166047.500000 Penalty: 2993.523193
	Iteration 51Q: 3 clusters Score -1166048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1166047.000000 Penalty: 2993.523193
	Iteration 52Q: 3 clusters Score -1166047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1166051.250000 Penalty: 2993.523193
	Iteration 53Q: 3 clusters Score -1166051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1166052.375000 Penalty: 2993.523193
	Iteration 54Q: 3 clusters Score -1166052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1166053.250000 Penalty: 2993.523193
	Iteration 55Q: 3 clusters Score -1166053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1166055.250000 Penalty: 2993.523193
	Iteration 56Q: 3 clusters Score -1166055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1166057.250000 Penalty: 2993.523193
	Iteration 57Q: 3 clusters Score -1166057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1166056.875000 Penalty: 2993.523193
	Iteration 58Q: 3 clusters Score -1166057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1166057.625000 Penalty: 2993.523193
	Iteration 59Q: 3 clusters Score -1166058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1166057.125000 Penalty: 2993.523193
	Iteration 60F: 3 clusters Score -1166057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1166057.625000 Penalty: 2993.523193
	Iteration 61Q: 3 clusters Score -1166058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1166056.875000 Penalty: 2993.523193
	Iteration 62Q: 3 clusters Score -1166057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1166059.250000 Penalty: 2993.523193
	Iteration 63Q: 3 clusters Score -1166059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1166057.625000 Penalty: 2993.523193
	Iteration 64Q: 3 clusters Score -1166058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1166057.625000 Penalty: 2993.523193
	Iteration 65F: 3 clusters Score -1166058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Entering Unmasked Estep 
Score: -6508791.500000 Penalty: 1773.417969
	Iteration 0F: 2 clusters Score -6508792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -6471920.500000 Penalty: 3546.835938
	Iteration 0F: 3 clusters Score -6471920 nChanged 26023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -6487740.500000 Penalty: 3546.835938
	Iteration 1F: 3 clusters Score -6487740 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -6489296.500000 Penalty: 3546.835938
	Iteration 2F: 3 clusters Score -6489296 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -6490930.000000 Penalty: 3546.835938
	Iteration 3F: 3 clusters Score -6490930 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -6492651.500000 Penalty: 3546.835938
	Iteration 4F: 3 clusters Score -6492652 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -6494003.000000 Penalty: 3546.835938
	Iteration 5F: 3 clusters Score -6494003 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -6495331.000000 Penalty: 3546.835938
	Iteration 6F: 3 clusters Score -6495331 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -6496687.000000 Penalty: 3546.835938
	Iteration 7Q: 3 clusters Score -6496687 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -6498043.000000 Penalty: 3546.835938
	Iteration 8Q: 3 clusters Score -6498043 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -6499282.500000 Penalty: 3546.835938
	Iteration 9Q: 3 clusters Score -6499282 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -6500392.000000 Penalty: 3546.835938
	Iteration 10Q: 3 clusters Score -6500392 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -6501246.500000 Penalty: 3546.835938
	Iteration 11Q: 3 clusters Score -6501246 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -6501900.000000 Penalty: 3546.835938
	Iteration 12Q: 3 clusters Score -6501900 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -6502400.500000 Penalty: 3546.835938
	Iteration 13Q: 3 clusters Score -6502400 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -6502819.500000 Penalty: 3546.835938
	Iteration 14Q: 3 clusters Score -6502820 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -6503238.000000 Penalty: 3546.835938
	Iteration 15Q: 3 clusters Score -6503238 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -6503646.000000 Penalty: 3546.835938
	Iteration 16Q: 3 clusters Score -6503646 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -6504113.000000 Penalty: 3546.835938
	Iteration 17Q: 3 clusters Score -6504113 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -6504539.500000 Penalty: 3546.835938
	Iteration 18Q: 3 clusters Score -6504540 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -6504913.500000 Penalty: 3546.835938
	Iteration 19Q: 3 clusters Score -6504914 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -6505230.500000 Penalty: 3546.835938
	Iteration 20F: 3 clusters Score -6505230 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -6505502.000000 Penalty: 3546.835938
	Iteration 21Q: 3 clusters Score -6505502 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -6505726.500000 Penalty: 3546.835938
	Iteration 22Q: 3 clusters Score -6505726 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -6505907.500000 Penalty: 3546.835938
	Iteration 23Q: 3 clusters Score -6505908 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -6506060.000000 Penalty: 3546.835938
	Iteration 24Q: 3 clusters Score -6506060 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -6506176.500000 Penalty: 3546.835938
	Iteration 25Q: 3 clusters Score -6506176 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -6506294.500000 Penalty: 3546.835938
	Iteration 26Q: 3 clusters Score -6506294 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -6506419.500000 Penalty: 3546.835938
	Iteration 27Q: 3 clusters Score -6506420 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -6506521.500000 Penalty: 3546.835938
	Iteration 28Q: 3 clusters Score -6506522 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -6506665.500000 Penalty: 3546.835938
	Iteration 29Q: 3 clusters Score -6506666 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -6506771.000000 Penalty: 3546.835938
	Iteration 30Q: 3 clusters Score -6506771 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -6506859.000000 Penalty: 3546.835938
	Iteration 31Q: 3 clusters Score -6506859 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -6506942.000000 Penalty: 3546.835938
	Iteration 32Q: 3 clusters Score -6506942 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -6507026.000000 Penalty: 3546.835938
	Iteration 33Q: 3 clusters Score -6507026 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -6507099.500000 Penalty: 3546.835938
	Iteration 34Q: 3 clusters Score -6507100 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -6507152.500000 Penalty: 3546.835938
	Iteration 35Q: 3 clusters Score -6507152 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -6507194.000000 Penalty: 3546.835938
	Iteration 36Q: 3 clusters Score -6507194 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -6507226.500000 Penalty: 3546.835938
	Iteration 37Q: 3 clusters Score -6507226 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -6507223.000000 Penalty: 3546.835938
	Iteration 38Q: 3 clusters Score -6507223 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -6507261.000000 Penalty: 3546.835938
	Iteration 39Q: 3 clusters Score -6507261 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -6507286.000000 Penalty: 3546.835938
	Iteration 40F: 3 clusters Score -6507286 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -6507302.500000 Penalty: 3546.835938
	Iteration 41Q: 3 clusters Score -6507302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6507322.500000 Penalty: 3546.835938
	Iteration 42Q: 3 clusters Score -6507322 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6507328.000000 Penalty: 3546.835938
	Iteration 43Q: 3 clusters Score -6507328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6507327.500000 Penalty: 3546.835938
	Iteration 44Q: 3 clusters Score -6507328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6507330.500000 Penalty: 3546.835938
	Iteration 45Q: 3 clusters Score -6507330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6507329.500000 Penalty: 3546.835938
	Iteration 46Q: 3 clusters Score -6507330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6507334.500000 Penalty: 3546.835938
	Iteration 47Q: 3 clusters Score -6507334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6507354.500000 Penalty: 3546.835938
	Iteration 48Q: 3 clusters Score -6507354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6507341.000000 Penalty: 3546.835938
	Iteration 49Q: 3 clusters Score -6507341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6507346.000000 Penalty: 3546.835938
	Iteration 50Q: 3 clusters Score -6507346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6507352.500000 Penalty: 3546.835938
	Iteration 51Q: 3 clusters Score -6507352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6507366.500000 Penalty: 3546.835938
	Iteration 52Q: 3 clusters Score -6507366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6507368.000000 Penalty: 3546.835938
	Iteration 53Q: 3 clusters Score -6507368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6507377.500000 Penalty: 3546.835938
	Iteration 54Q: 3 clusters Score -6507378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6507394.500000 Penalty: 3546.835938
	Iteration 55Q: 3 clusters Score -6507394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6507405.000000 Penalty: 3546.835938
	Iteration 56Q: 3 clusters Score -6507405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6507410.000000 Penalty: 3546.835938
	Iteration 57Q: 3 clusters Score -6507410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6507423.000000 Penalty: 3546.835938
	Iteration 58Q: 3 clusters Score -6507423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6507418.500000 Penalty: 3546.835938
	Iteration 59Q: 3 clusters Score -6507418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6507423.500000 Penalty: 3546.835938
	Iteration 60F: 3 clusters Score -6507424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6507415.500000 Penalty: 3546.835938
	Iteration 61Q: 3 clusters Score -6507416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6507418.500000 Penalty: 3546.835938
	Iteration 62Q: 3 clusters Score -6507418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6507425.500000 Penalty: 3546.835938
	Iteration 63Q: 3 clusters Score -6507426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6507437.500000 Penalty: 3546.835938
	Iteration 64Q: 3 clusters Score -6507438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6507451.500000 Penalty: 3546.835938
	Iteration 65Q: 3 clusters Score -6507452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6507452.000000 Penalty: 3546.835938
	Iteration 66Q: 3 clusters Score -6507452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6507455.000000 Penalty: 3546.835938
	Iteration 67Q: 3 clusters Score -6507455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6507462.000000 Penalty: 3546.835938
	Iteration 68Q: 3 clusters Score -6507462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6507467.000000 Penalty: 3546.835938
	Iteration 69Q: 3 clusters Score -6507467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6507469.500000 Penalty: 3546.835938
	Iteration 70Q: 3 clusters Score -6507470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6507464.000000 Penalty: 3546.835938
	Iteration 71Q: 3 clusters Score -6507464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6507456.000000 Penalty: 3546.835938
	Iteration 72Q: 3 clusters Score -6507456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6507455.000000 Penalty: 3546.835938
	Iteration 73Q: 3 clusters Score -6507455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6507450.000000 Penalty: 3546.835938
	Iteration 74Q: 3 clusters Score -6507450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6507454.000000 Penalty: 3546.835938
	Iteration 75Q: 3 clusters Score -6507454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6507453.000000 Penalty: 3546.835938
	Iteration 76Q: 3 clusters Score -6507453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6507456.500000 Penalty: 3546.835938
	Iteration 77Q: 3 clusters Score -6507456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6507454.500000 Penalty: 3546.835938
	Iteration 78Q: 3 clusters Score -6507454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6507457.000000 Penalty: 3546.835938
	Iteration 79Q: 3 clusters Score -6507457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6507459.500000 Penalty: 3546.835938
	Iteration 80F: 3 clusters Score -6507460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6507461.500000 Penalty: 3546.835938
	Iteration 81Q: 3 clusters Score -6507462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6507458.000000 Penalty: 3546.835938
	Iteration 82Q: 3 clusters Score -6507458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6507464.500000 Penalty: 3546.835938
	Iteration 83Q: 3 clusters Score -6507464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6507466.500000 Penalty: 3546.835938
	Iteration 84Q: 3 clusters Score -6507466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6507465.000000 Penalty: 3546.835938
	Iteration 85Q: 3 clusters Score -6507465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6507463.000000 Penalty: 3546.835938
	Iteration 86Q: 3 clusters Score -6507463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6507463.000000 Penalty: 3546.835938
	Iteration 87F: 3 clusters Score -6507463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (140016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140016 members 
Entering Unmasked Estep 
Score: -17772878.000000 Penalty: 1925.545776
	Iteration 0F: 2 clusters Score -1.777288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69854 members 
Mstep: Class 2 contains 70162 members 
Entering Unmasked Estep 
Score: -17691032.000000 Penalty: 3851.091553
	Iteration 0F: 3 clusters Score -1.769103e+07 nChanged 67476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67678 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -17730632.000000 Penalty: 3851.091553
	Iteration 1F: 3 clusters Score -1.773063e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Mstep: Class 2 contains 73451 members 
Entering Unmasked Estep 
Score: -17731678.000000 Penalty: 3851.091553
	Iteration 2Q: 3 clusters Score -1.773168e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 75321 members 
Entering Unmasked Estep 
Score: -17733026.000000 Penalty: 3851.091553
	Iteration 3Q: 3 clusters Score -1.773303e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -17734880.000000 Penalty: 3851.091553
	Iteration 4Q: 3 clusters Score -1.773488e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -17737818.000000 Penalty: 3851.091553
	Iteration 5Q: 3 clusters Score -1.773782e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 89999 members 
Entering Unmasked Estep 
Score: -17742014.000000 Penalty: 3851.091553
	Iteration 6F: 3 clusters Score -1.774201e+07 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 98918 members 
Entering Unmasked Estep 
Score: -17748336.000000 Penalty: 3851.091553
	Iteration 7F: 3 clusters Score -1.774834e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 108996 members 
Entering Unmasked Estep 
Score: -17756676.000000 Penalty: 3851.091553
	Iteration 8F: 3 clusters Score -1.775668e+07 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 118632 members 
Entering Unmasked Estep 
Score: -17764948.000000 Penalty: 3851.091553
	Iteration 9F: 3 clusters Score -1.776495e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 126477 members 
Entering Unmasked Estep 
Score: -17769260.000000 Penalty: 3851.091553
	Iteration 10F: 3 clusters Score -1.776926e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 131712 members 
Entering Unmasked Estep 
Score: -17771262.000000 Penalty: 3851.091553
	Iteration 11Q: 3 clusters Score -1.777126e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 134868 members 
Entering Unmasked Estep 
Score: -17771844.000000 Penalty: 3851.091553
	Iteration 12Q: 3 clusters Score -1.777184e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 136695 members 
Entering Unmasked Estep 
Score: -17771908.000000 Penalty: 3851.091553
	Iteration 13Q: 3 clusters Score -1.777191e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 137732 members 
Entering Unmasked Estep 
Score: -17771962.000000 Penalty: 3851.091553
	Iteration 14Q: 3 clusters Score -1.777196e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 138267 members 
Entering Unmasked Estep 
Score: -17771924.000000 Penalty: 3851.091553
	Iteration 15Q: 3 clusters Score -1.777192e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 138576 members 
Entering Unmasked Estep 
Score: -17771882.000000 Penalty: 3851.091553
	Iteration 16Q: 3 clusters Score -1.777188e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 138749 members 
Entering Unmasked Estep 
Score: -17771862.000000 Penalty: 3851.091553
	Iteration 17Q: 3 clusters Score -1.777186e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 138878 members 
Entering Unmasked Estep 
Score: -17771852.000000 Penalty: 3851.091553
	Iteration 18Q: 3 clusters Score -1.777185e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 138972 members 
Entering Unmasked Estep 
Score: -17771840.000000 Penalty: 3851.091553
	Iteration 19Q: 3 clusters Score -1.777184e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 139033 members 
Entering Unmasked Estep 
Score: -17771838.000000 Penalty: 3851.091553
	Iteration 20F: 3 clusters Score -1.777184e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 139072 members 
Entering Unmasked Estep 
Score: -17771850.000000 Penalty: 3851.091553
	Iteration 21Q: 3 clusters Score -1.777185e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 139105 members 
Entering Unmasked Estep 
Score: -17771854.000000 Penalty: 3851.091553
	Iteration 22Q: 3 clusters Score -1.777185e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 139135 members 
Entering Unmasked Estep 
Score: -17771844.000000 Penalty: 3851.091553
	Iteration 23Q: 3 clusters Score -1.777184e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 139154 members 
Entering Unmasked Estep 
Score: -17771848.000000 Penalty: 3851.091553
	Iteration 24Q: 3 clusters Score -1.777185e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 139172 members 
Entering Unmasked Estep 
Score: -17771854.000000 Penalty: 3851.091553
	Iteration 25Q: 3 clusters Score -1.777185e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 139190 members 
Entering Unmasked Estep 
Score: -17771852.000000 Penalty: 3851.091553
	Iteration 26Q: 3 clusters Score -1.777185e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 139202 members 
Entering Unmasked Estep 
Score: -17771866.000000 Penalty: 3851.091553
	Iteration 27Q: 3 clusters Score -1.777187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 139216 members 
Entering Unmasked Estep 
Score: -17771848.000000 Penalty: 3851.091553
	Iteration 28Q: 3 clusters Score -1.777185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 139228 members 
Entering Unmasked Estep 
Score: -17771862.000000 Penalty: 3851.091553
	Iteration 29Q: 3 clusters Score -1.777186e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 139242 members 
Entering Unmasked Estep 
Score: -17771862.000000 Penalty: 3851.091553
	Iteration 30Q: 3 clusters Score -1.777186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 139254 members 
Entering Unmasked Estep 
Score: -17771848.000000 Penalty: 3851.091553
	Iteration 31Q: 3 clusters Score -1.777185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 139266 members 
Entering Unmasked Estep 
Score: -17771850.000000 Penalty: 3851.091553
	Iteration 32Q: 3 clusters Score -1.777185e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 139268 members 
Entering Unmasked Estep 
Score: -17771860.000000 Penalty: 3851.091553
	Iteration 33Q: 3 clusters Score -1.777186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 139267 members 
Entering Unmasked Estep 
Score: -17771886.000000 Penalty: 3851.091553
	Iteration 34Q: 3 clusters Score -1.777189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 139266 members 
Entering Unmasked Estep 
Score: -17771870.000000 Penalty: 3851.091553
	Iteration 35Q: 3 clusters Score -1.777187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 139271 members 
Entering Unmasked Estep 
Score: -17771892.000000 Penalty: 3851.091553
	Iteration 36Q: 3 clusters Score -1.777189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 139273 members 
Entering Unmasked Estep 
Score: -17771890.000000 Penalty: 3851.091553
	Iteration 37Q: 3 clusters Score -1.777189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 139274 members 
Entering Unmasked Estep 
Score: -17771894.000000 Penalty: 3851.091553
	Iteration 38Q: 3 clusters Score -1.777189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 139274 members 
Entering Unmasked Estep 
Score: -17771908.000000 Penalty: 3851.091553
	Iteration 39Q: 3 clusters Score -1.777191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 139278 members 
Entering Unmasked Estep 
Score: -17771916.000000 Penalty: 3851.091553
	Iteration 40F: 3 clusters Score -1.777192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 139280 members 
Entering Unmasked Estep 
Score: -17771902.000000 Penalty: 3851.091553
	Iteration 41Q: 3 clusters Score -1.77719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 139282 members 
Entering Unmasked Estep 
Score: -17771918.000000 Penalty: 3851.091553
	Iteration 42Q: 3 clusters Score -1.777192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 139285 members 
Entering Unmasked Estep 
Score: -17771910.000000 Penalty: 3851.091553
	Iteration 43Q: 3 clusters Score -1.777191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 139287 members 
Entering Unmasked Estep 
Score: -17771926.000000 Penalty: 3851.091553
	Iteration 44Q: 3 clusters Score -1.777193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 139286 members 
Entering Unmasked Estep 
Score: -17771942.000000 Penalty: 3851.091553
	Iteration 45Q: 3 clusters Score -1.777194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 139287 members 
Entering Unmasked Estep 
Score: -17771924.000000 Penalty: 3851.091553
	Iteration 46Q: 3 clusters Score -1.777192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 139285 members 
Entering Unmasked Estep 
Score: -17771928.000000 Penalty: 3851.091553
	Iteration 47Q: 3 clusters Score -1.777193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 139284 members 
Entering Unmasked Estep 
Score: -17771918.000000 Penalty: 3851.091553
	Iteration 48Q: 3 clusters Score -1.777192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 139286 members 
Entering Unmasked Estep 
Score: -17771942.000000 Penalty: 3851.091553
	Iteration 49Q: 3 clusters Score -1.777194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 139286 members 
Entering Unmasked Estep 
Score: -17771942.000000 Penalty: 3851.091553
	Iteration 50Q: 3 clusters Score -1.777194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 139285 members 
Entering Unmasked Estep 
Score: -17771930.000000 Penalty: 3851.091553
	Iteration 51Q: 3 clusters Score -1.777193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 139284 members 
Entering Unmasked Estep 
Score: -17771938.000000 Penalty: 3851.091553
	Iteration 52Q: 3 clusters Score -1.777194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 139285 members 
Entering Unmasked Estep 
Score: -17771932.000000 Penalty: 3851.091553
	Iteration 53Q: 3 clusters Score -1.777193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 139285 members 
Entering Unmasked Estep 
Score: -17771936.000000 Penalty: 3851.091553
	Iteration 54Q: 3 clusters Score -1.777194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 139288 members 
Entering Unmasked Estep 
Score: -17771932.000000 Penalty: 3851.091553
	Iteration 55Q: 3 clusters Score -1.777193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 139293 members 
Entering Unmasked Estep 
Score: -17771948.000000 Penalty: 3851.091553
	Iteration 56Q: 3 clusters Score -1.777195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 139292 members 
Entering Unmasked Estep 
Score: -17771946.000000 Penalty: 3851.091553
	Iteration 57Q: 3 clusters Score -1.777195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 139294 members 
Entering Unmasked Estep 
Score: -17771938.000000 Penalty: 3851.091553
	Iteration 58Q: 3 clusters Score -1.777194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 139295 members 
Entering Unmasked Estep 
Score: -17771948.000000 Penalty: 3851.091553
	Iteration 59Q: 3 clusters Score -1.777195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 139298 members 
Entering Unmasked Estep 
Score: -17771954.000000 Penalty: 3851.091553
	Iteration 60F: 3 clusters Score -1.777195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 139302 members 
Entering Unmasked Estep 
Score: -17771970.000000 Penalty: 3851.091553
	Iteration 61Q: 3 clusters Score -1.777197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 139305 members 
Entering Unmasked Estep 
Score: -17771984.000000 Penalty: 3851.091553
	Iteration 62Q: 3 clusters Score -1.777198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 139299 members 
Entering Unmasked Estep 
Score: -17772014.000000 Penalty: 3851.091553
	Iteration 63Q: 3 clusters Score -1.777201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 139302 members 
Entering Unmasked Estep 
Score: -17772020.000000 Penalty: 3851.091553
	Iteration 64Q: 3 clusters Score -1.777202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 139303 members 
Entering Unmasked Estep 
Score: -17772024.000000 Penalty: 3851.091553
	Iteration 65Q: 3 clusters Score -1.777202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 139302 members 
Entering Unmasked Estep 
Score: -17772014.000000 Penalty: 3851.091553
	Iteration 66Q: 3 clusters Score -1.777201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 139303 members 
Entering Unmasked Estep 
Score: -17772014.000000 Penalty: 3851.091553
	Iteration 67Q: 3 clusters Score -1.777201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 139304 members 
Entering Unmasked Estep 
Score: -17772020.000000 Penalty: 3851.091553
	Iteration 68Q: 3 clusters Score -1.777202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 139302 members 
Entering Unmasked Estep 
Score: -17772036.000000 Penalty: 3851.091553
	Iteration 69Q: 3 clusters Score -1.777204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 139301 members 
Entering Unmasked Estep 
Score: -17772038.000000 Penalty: 3851.091553
	Iteration 70Q: 3 clusters Score -1.777204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 139301 members 
Entering Unmasked Estep 
Score: -17772050.000000 Penalty: 3851.091553
	Iteration 71Q: 3 clusters Score -1.777205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 139302 members 
Entering Unmasked Estep 
Score: -17772050.000000 Penalty: 3851.091553
	Iteration 72Q: 3 clusters Score -1.777205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 139305 members 
Entering Unmasked Estep 
Score: -17772050.000000 Penalty: 3851.091553
	Iteration 73Q: 3 clusters Score -1.777205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 139307 members 
Entering Unmasked Estep 
Score: -17772040.000000 Penalty: 3851.091553
	Iteration 74Q: 3 clusters Score -1.777204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 139311 members 
Entering Unmasked Estep 
Score: -17772048.000000 Penalty: 3851.091553
	Iteration 75Q: 3 clusters Score -1.777205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 139314 members 
Entering Unmasked Estep 
Score: -17772054.000000 Penalty: 3851.091553
	Iteration 76Q: 3 clusters Score -1.777205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 139316 members 
Entering Unmasked Estep 
Score: -17772042.000000 Penalty: 3851.091553
	Iteration 77Q: 3 clusters Score -1.777204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 139317 members 
Entering Unmasked Estep 
Score: -17772042.000000 Penalty: 3851.091553
	Iteration 78Q: 3 clusters Score -1.777204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 139318 members 
Entering Unmasked Estep 
Score: -17772046.000000 Penalty: 3851.091553
	Iteration 79Q: 3 clusters Score -1.777205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 139318 members 
Entering Unmasked Estep 
Score: -17772046.000000 Penalty: 3851.091553
	Iteration 80F: 3 clusters Score -1.777205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Entering Unmasked Estep 
Score: -4407907.500000 Penalty: 1708.738892
	Iteration 0F: 2 clusters Score -4407908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -4383199.000000 Penalty: 3417.477783
	Iteration 0F: 3 clusters Score -4383199 nChanged 17051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -4392936.000000 Penalty: 3417.477783
	Iteration 1F: 3 clusters Score -4392936 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -4393545.500000 Penalty: 3417.477783
	Iteration 2Q: 3 clusters Score -4393546 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -4394293.000000 Penalty: 3417.477783
	Iteration 3Q: 3 clusters Score -4394293 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4395233.500000 Penalty: 3417.477783
	Iteration 4F: 3 clusters Score -4395234 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -4396501.500000 Penalty: 3417.477783
	Iteration 5F: 3 clusters Score -4396502 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -4398200.500000 Penalty: 3417.477783
	Iteration 6F: 3 clusters Score -4398200 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -4400158.000000 Penalty: 3417.477783
	Iteration 7F: 3 clusters Score -4400158 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -4402079.000000 Penalty: 3417.477783
	Iteration 8F: 3 clusters Score -4402079 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4403709.000000 Penalty: 3417.477783
	Iteration 9Q: 3 clusters Score -4403709 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -4404846.500000 Penalty: 3417.477783
	Iteration 10Q: 3 clusters Score -4404846 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4405559.500000 Penalty: 3417.477783
	Iteration 11Q: 3 clusters Score -4405560 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4405961.500000 Penalty: 3417.477783
	Iteration 12Q: 3 clusters Score -4405962 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4406241.000000 Penalty: 3417.477783
	Iteration 13Q: 3 clusters Score -4406241 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4406417.500000 Penalty: 3417.477783
	Iteration 14Q: 3 clusters Score -4406418 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4406535.500000 Penalty: 3417.477783
	Iteration 15Q: 3 clusters Score -4406536 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4406629.500000 Penalty: 3417.477783
	Iteration 16Q: 3 clusters Score -4406630 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4406701.500000 Penalty: 3417.477783
	Iteration 17Q: 3 clusters Score -4406702 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4406763.000000 Penalty: 3417.477783
	Iteration 18Q: 3 clusters Score -4406763 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4406843.500000 Penalty: 3417.477783
	Iteration 19Q: 3 clusters Score -4406844 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4406913.000000 Penalty: 3417.477783
	Iteration 20F: 3 clusters Score -4406913 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4406985.500000 Penalty: 3417.477783
	Iteration 21Q: 3 clusters Score -4406986 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4407050.000000 Penalty: 3417.477783
	Iteration 22Q: 3 clusters Score -4407050 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4407101.500000 Penalty: 3417.477783
	Iteration 23Q: 3 clusters Score -4407102 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4407168.500000 Penalty: 3417.477783
	Iteration 24Q: 3 clusters Score -4407168 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4407225.500000 Penalty: 3417.477783
	Iteration 25Q: 3 clusters Score -4407226 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4407258.000000 Penalty: 3417.477783
	Iteration 26Q: 3 clusters Score -4407258 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4407294.500000 Penalty: 3417.477783
	Iteration 27Q: 3 clusters Score -4407294 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4407331.000000 Penalty: 3417.477783
	Iteration 28Q: 3 clusters Score -4407331 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4407360.500000 Penalty: 3417.477783
	Iteration 29Q: 3 clusters Score -4407360 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4407382.000000 Penalty: 3417.477783
	Iteration 30Q: 3 clusters Score -4407382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4407396.500000 Penalty: 3417.477783
	Iteration 31Q: 3 clusters Score -4407396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4407410.500000 Penalty: 3417.477783
	Iteration 32Q: 3 clusters Score -4407410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4407410.000000 Penalty: 3417.477783
	Iteration 33Q: 3 clusters Score -4407410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4407409.000000 Penalty: 3417.477783
	Iteration 34Q: 3 clusters Score -4407409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4407419.000000 Penalty: 3417.477783
	Iteration 35Q: 3 clusters Score -4407419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4407424.500000 Penalty: 3417.477783
	Iteration 36Q: 3 clusters Score -4407424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4407422.500000 Penalty: 3417.477783
	Iteration 37Q: 3 clusters Score -4407422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4407430.500000 Penalty: 3417.477783
	Iteration 38Q: 3 clusters Score -4407430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4407441.000000 Penalty: 3417.477783
	Iteration 39Q: 3 clusters Score -4407441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4407442.000000 Penalty: 3417.477783
	Iteration 40F: 3 clusters Score -4407442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4407446.500000 Penalty: 3417.477783
	Iteration 41Q: 3 clusters Score -4407446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4407450.500000 Penalty: 3417.477783
	Iteration 42Q: 3 clusters Score -4407450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4407449.500000 Penalty: 3417.477783
	Iteration 43Q: 3 clusters Score -4407450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4407452.000000 Penalty: 3417.477783
	Iteration 44Q: 3 clusters Score -4407452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4407450.500000 Penalty: 3417.477783
	Iteration 45Q: 3 clusters Score -4407450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4407448.000000 Penalty: 3417.477783
	Iteration 46Q: 3 clusters Score -4407448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4407450.000000 Penalty: 3417.477783
	Iteration 47Q: 3 clusters Score -4407450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4407450.000000 Penalty: 3417.477783
	Iteration 48Q: 3 clusters Score -4407450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4407453.000000 Penalty: 3417.477783
	Iteration 49Q: 3 clusters Score -4407453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4407458.500000 Penalty: 3417.477783
	Iteration 50Q: 3 clusters Score -4407458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4407461.000000 Penalty: 3417.477783
	Iteration 51Q: 3 clusters Score -4407461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4407466.500000 Penalty: 3417.477783
	Iteration 52Q: 3 clusters Score -4407466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4407464.000000 Penalty: 3417.477783
	Iteration 53Q: 3 clusters Score -4407464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4407467.500000 Penalty: 3417.477783
	Iteration 54Q: 3 clusters Score -4407468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4407462.000000 Penalty: 3417.477783
	Iteration 55Q: 3 clusters Score -4407462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4407466.500000 Penalty: 3417.477783
	Iteration 56Q: 3 clusters Score -4407466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4407467.500000 Penalty: 3417.477783
	Iteration 57Q: 3 clusters Score -4407468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4407468.500000 Penalty: 3417.477783
	Iteration 58Q: 3 clusters Score -4407468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4407469.000000 Penalty: 3417.477783
	Iteration 59Q: 3 clusters Score -4407469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4407469.500000 Penalty: 3417.477783
	Iteration 60F: 3 clusters Score -4407470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4407469.000000 Penalty: 3417.477783
	Iteration 61Q: 3 clusters Score -4407469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4407470.500000 Penalty: 3417.477783
	Iteration 62Q: 3 clusters Score -4407470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4407466.000000 Penalty: 3417.477783
	Iteration 63Q: 3 clusters Score -4407466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4407467.500000 Penalty: 3417.477783
	Iteration 64Q: 3 clusters Score -4407468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4407471.500000 Penalty: 3417.477783
	Iteration 65Q: 3 clusters Score -4407472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4407471.500000 Penalty: 3417.477783
	Iteration 66F: 3 clusters Score -4407472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -223051.234375 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -223051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -221198.812500 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -221198.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -221549.765625 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -221549.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -221635.593750 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -221635.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -221664.015625 Penalty: 2406.983398
	Iteration 3Q: 3 clusters Score -221664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -221678.359375 Penalty: 2406.983398
	Iteration 4Q: 3 clusters Score -221678.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -221683.875000 Penalty: 2406.983398
	Iteration 5Q: 3 clusters Score -221683.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -221692.515625 Penalty: 2406.983398
	Iteration 6Q: 3 clusters Score -221692.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -221701.265625 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -221701.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -221705.328125 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -221705.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -221712.484375 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -221712.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -221722.078125 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -221722.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -221729.859375 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -221729.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -221731.281250 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -221731.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -221732.734375 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -221732.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -221734.703125 Penalty: 2406.983398
	Iteration 14Q: 3 clusters Score -221734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -221736.250000 Penalty: 2406.983398
	Iteration 15Q: 3 clusters Score -221736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -221737.031250 Penalty: 2406.983398
	Iteration 16Q: 3 clusters Score -221737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -221737.750000 Penalty: 2406.983398
	Iteration 17Q: 3 clusters Score -221737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -221738.656250 Penalty: 2406.983398
	Iteration 18Q: 3 clusters Score -221738.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -221739.625000 Penalty: 2406.983398
	Iteration 19Q: 3 clusters Score -221739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -221740.140625 Penalty: 2406.983398
	Iteration 20F: 3 clusters Score -221740.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -221740.359375 Penalty: 2406.983398
	Iteration 21Q: 3 clusters Score -221740.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -221740.359375 Penalty: 2406.983398
	Iteration 22F: 3 clusters Score -221740.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Entering Unmasked Estep 
Score: -737758.562500 Penalty: 1416.942261
	Iteration 0F: 2 clusters Score -737758.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -733078.312500 Penalty: 2833.884521
	Iteration 0F: 3 clusters Score -733078.3 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -734552.437500 Penalty: 2833.884521
	Iteration 1F: 3 clusters Score -734552.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -734766.937500 Penalty: 2833.884521
	Iteration 2F: 3 clusters Score -734766.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -734902.687500 Penalty: 2833.884521
	Iteration 3Q: 3 clusters Score -734902.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -735019.250000 Penalty: 2833.884521
	Iteration 4Q: 3 clusters Score -735019.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -735120.750000 Penalty: 2833.884521
	Iteration 5Q: 3 clusters Score -735120.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -735222.562500 Penalty: 2833.884521
	Iteration 6Q: 3 clusters Score -735222.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -735324.875000 Penalty: 2833.884521
	Iteration 7Q: 3 clusters Score -735324.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -735433.812500 Penalty: 2833.884521
	Iteration 8Q: 3 clusters Score -735433.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -735549.687500 Penalty: 2833.884521
	Iteration 9Q: 3 clusters Score -735549.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -735678.562500 Penalty: 2833.884521
	Iteration 10Q: 3 clusters Score -735678.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -735809.562500 Penalty: 2833.884521
	Iteration 11Q: 3 clusters Score -735809.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -735959.812500 Penalty: 2833.884521
	Iteration 12Q: 3 clusters Score -735959.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -736085.687500 Penalty: 2833.884521
	Iteration 13Q: 3 clusters Score -736085.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -736222.437500 Penalty: 2833.884521
	Iteration 14Q: 3 clusters Score -736222.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -736331.625000 Penalty: 2833.884521
	Iteration 15Q: 3 clusters Score -736331.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -736422.000000 Penalty: 2833.884521
	Iteration 16Q: 3 clusters Score -736422 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -736496.062500 Penalty: 2833.884521
	Iteration 17Q: 3 clusters Score -736496.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -736529.875000 Penalty: 2833.884521
	Iteration 18Q: 3 clusters Score -736529.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -736564.375000 Penalty: 2833.884521
	Iteration 19Q: 3 clusters Score -736564.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -736593.812500 Penalty: 2833.884521
	Iteration 20F: 3 clusters Score -736593.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -736608.312500 Penalty: 2833.884521
	Iteration 21Q: 3 clusters Score -736608.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -736620.062500 Penalty: 2833.884521
	Iteration 22Q: 3 clusters Score -736620.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -736623.937500 Penalty: 2833.884521
	Iteration 23Q: 3 clusters Score -736623.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -736623.250000 Penalty: 2833.884521
	Iteration 24Q: 3 clusters Score -736623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -736623.625000 Penalty: 2833.884521
	Iteration 25Q: 3 clusters Score -736623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -736626.250000 Penalty: 2833.884521
	Iteration 26Q: 3 clusters Score -736626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -736628.187500 Penalty: 2833.884521
	Iteration 27Q: 3 clusters Score -736628.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -736630.562500 Penalty: 2833.884521
	Iteration 28Q: 3 clusters Score -736630.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -736631.000000 Penalty: 2833.884521
	Iteration 29Q: 3 clusters Score -736631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -736631.937500 Penalty: 2833.884521
	Iteration 30Q: 3 clusters Score -736631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -736634.187500 Penalty: 2833.884521
	Iteration 31Q: 3 clusters Score -736634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -736638.812500 Penalty: 2833.884521
	Iteration 32Q: 3 clusters Score -736638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -736639.125000 Penalty: 2833.884521
	Iteration 33Q: 3 clusters Score -736639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -736639.125000 Penalty: 2833.884521
	Iteration 34Q: 3 clusters Score -736639.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -736639.125000 Penalty: 2833.884521
	Iteration 35F: 3 clusters Score -736639.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Entering Unmasked Estep 
Score: -1264710.000000 Penalty: 1503.661987
	Iteration 0F: 2 clusters Score -1264710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1257220.625000 Penalty: 3007.323975
	Iteration 0F: 3 clusters Score -1257221 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1259700.875000 Penalty: 3007.323975
	Iteration 1F: 3 clusters Score -1259701 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1260007.125000 Penalty: 3007.323975
	Iteration 2F: 3 clusters Score -1260007 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1260260.250000 Penalty: 3007.323975
	Iteration 3F: 3 clusters Score -1260260 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1260506.000000 Penalty: 3007.323975
	Iteration 4Q: 3 clusters Score -1260506 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1260746.375000 Penalty: 3007.323975
	Iteration 5Q: 3 clusters Score -1260746 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1261023.375000 Penalty: 3007.323975
	Iteration 6Q: 3 clusters Score -1261023 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1261309.125000 Penalty: 3007.323975
	Iteration 7Q: 3 clusters Score -1261309 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1261597.000000 Penalty: 3007.323975
	Iteration 8Q: 3 clusters Score -1261597 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1261889.250000 Penalty: 3007.323975
	Iteration 9Q: 3 clusters Score -1261889 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1262176.750000 Penalty: 3007.323975
	Iteration 10Q: 3 clusters Score -1262177 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1262419.375000 Penalty: 3007.323975
	Iteration 11Q: 3 clusters Score -1262419 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1262600.750000 Penalty: 3007.323975
	Iteration 12Q: 3 clusters Score -1262601 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1262717.000000 Penalty: 3007.323975
	Iteration 13Q: 3 clusters Score -1262717 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1262810.125000 Penalty: 3007.323975
	Iteration 14Q: 3 clusters Score -1262810 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1262875.500000 Penalty: 3007.323975
	Iteration 15Q: 3 clusters Score -1262876 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1262913.000000 Penalty: 3007.323975
	Iteration 16Q: 3 clusters Score -1262913 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1262943.250000 Penalty: 3007.323975
	Iteration 17Q: 3 clusters Score -1262943 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1262964.875000 Penalty: 3007.323975
	Iteration 18Q: 3 clusters Score -1262965 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1262985.500000 Penalty: 3007.323975
	Iteration 19Q: 3 clusters Score -1262986 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1262996.625000 Penalty: 3007.323975
	Iteration 20F: 3 clusters Score -1262997 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1263009.375000 Penalty: 3007.323975
	Iteration 21Q: 3 clusters Score -1263009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1263014.875000 Penalty: 3007.323975
	Iteration 22Q: 3 clusters Score -1263015 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1263022.375000 Penalty: 3007.323975
	Iteration 23Q: 3 clusters Score -1263022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1263030.750000 Penalty: 3007.323975
	Iteration 24Q: 3 clusters Score -1263031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1263034.125000 Penalty: 3007.323975
	Iteration 25Q: 3 clusters Score -1263034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1263041.625000 Penalty: 3007.323975
	Iteration 26Q: 3 clusters Score -1263042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1263042.625000 Penalty: 3007.323975
	Iteration 27Q: 3 clusters Score -1263043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1263042.375000 Penalty: 3007.323975
	Iteration 28Q: 3 clusters Score -1263042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1263046.750000 Penalty: 3007.323975
	Iteration 29Q: 3 clusters Score -1263047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1263049.625000 Penalty: 3007.323975
	Iteration 30Q: 3 clusters Score -1263050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1263057.125000 Penalty: 3007.323975
	Iteration 31Q: 3 clusters Score -1263057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1263062.250000 Penalty: 3007.323975
	Iteration 32Q: 3 clusters Score -1263062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1263068.375000 Penalty: 3007.323975
	Iteration 33Q: 3 clusters Score -1263068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1263078.875000 Penalty: 3007.323975
	Iteration 34Q: 3 clusters Score -1263079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1263086.250000 Penalty: 3007.323975
	Iteration 35Q: 3 clusters Score -1263086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1263089.125000 Penalty: 3007.323975
	Iteration 36Q: 3 clusters Score -1263089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1263099.875000 Penalty: 3007.323975
	Iteration 37Q: 3 clusters Score -1263100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1263104.875000 Penalty: 3007.323975
	Iteration 38Q: 3 clusters Score -1263105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1263110.625000 Penalty: 3007.323975
	Iteration 39Q: 3 clusters Score -1263111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1263113.625000 Penalty: 3007.323975
	Iteration 40F: 3 clusters Score -1263114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1263115.875000 Penalty: 3007.323975
	Iteration 41Q: 3 clusters Score -1263116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1263117.625000 Penalty: 3007.323975
	Iteration 42Q: 3 clusters Score -1263118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1263120.250000 Penalty: 3007.323975
	Iteration 43Q: 3 clusters Score -1263120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1263119.500000 Penalty: 3007.323975
	Iteration 44Q: 3 clusters Score -1263120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1263121.750000 Penalty: 3007.323975
	Iteration 45Q: 3 clusters Score -1263122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1263125.375000 Penalty: 3007.323975
	Iteration 46Q: 3 clusters Score -1263125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1263127.875000 Penalty: 3007.323975
	Iteration 47Q: 3 clusters Score -1263128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1263131.750000 Penalty: 3007.323975
	Iteration 48Q: 3 clusters Score -1263132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1263130.250000 Penalty: 3007.323975
	Iteration 49Q: 3 clusters Score -1263130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1263138.250000 Penalty: 3007.323975
	Iteration 50Q: 3 clusters Score -1263138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1263140.875000 Penalty: 3007.323975
	Iteration 51Q: 3 clusters Score -1263141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1263142.000000 Penalty: 3007.323975
	Iteration 52Q: 3 clusters Score -1263142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1263147.500000 Penalty: 3007.323975
	Iteration 53Q: 3 clusters Score -1263148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1263152.000000 Penalty: 3007.323975
	Iteration 54Q: 3 clusters Score -1263152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1263154.250000 Penalty: 3007.323975
	Iteration 55Q: 3 clusters Score -1263154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1263155.125000 Penalty: 3007.323975
	Iteration 56Q: 3 clusters Score -1263155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1263155.750000 Penalty: 3007.323975
	Iteration 57Q: 3 clusters Score -1263156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1263156.250000 Penalty: 3007.323975
	Iteration 58Q: 3 clusters Score -1263156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1263165.000000 Penalty: 3007.323975
	Iteration 59Q: 3 clusters Score -1263165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1263166.625000 Penalty: 3007.323975
	Iteration 60F: 3 clusters Score -1263167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1263172.125000 Penalty: 3007.323975
	Iteration 61Q: 3 clusters Score -1263172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1263177.625000 Penalty: 3007.323975
	Iteration 62Q: 3 clusters Score -1263178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1263177.375000 Penalty: 3007.323975
	Iteration 63Q: 3 clusters Score -1263177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1263182.625000 Penalty: 3007.323975
	Iteration 64Q: 3 clusters Score -1263183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1263181.125000 Penalty: 3007.323975
	Iteration 65Q: 3 clusters Score -1263181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1263188.750000 Penalty: 3007.323975
	Iteration 66Q: 3 clusters Score -1263189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1263193.500000 Penalty: 3007.323975
	Iteration 67Q: 3 clusters Score -1263194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1263194.750000 Penalty: 3007.323975
	Iteration 68Q: 3 clusters Score -1263195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1263199.625000 Penalty: 3007.323975
	Iteration 69Q: 3 clusters Score -1263200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1263205.125000 Penalty: 3007.323975
	Iteration 70Q: 3 clusters Score -1263205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1263213.250000 Penalty: 3007.323975
	Iteration 71Q: 3 clusters Score -1263213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1263218.500000 Penalty: 3007.323975
	Iteration 72Q: 3 clusters Score -1263218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1263233.375000 Penalty: 3007.323975
	Iteration 73Q: 3 clusters Score -1263233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1263242.250000 Penalty: 3007.323975
	Iteration 74Q: 3 clusters Score -1263242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1263261.875000 Penalty: 3007.323975
	Iteration 75Q: 3 clusters Score -1263262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1263280.625000 Penalty: 3007.323975
	Iteration 76Q: 3 clusters Score -1263281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1263294.375000 Penalty: 3007.323975
	Iteration 77Q: 3 clusters Score -1263294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1263306.750000 Penalty: 3007.323975
	Iteration 78Q: 3 clusters Score -1263307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1263326.250000 Penalty: 3007.323975
	Iteration 79Q: 3 clusters Score -1263326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1263348.625000 Penalty: 3007.323975
	Iteration 80F: 3 clusters Score -1263349 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1263368.000000 Penalty: 3007.323975
	Iteration 81Q: 3 clusters Score -1263368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1263375.000000 Penalty: 3007.323975
	Iteration 82Q: 3 clusters Score -1263375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1263387.875000 Penalty: 3007.323975
	Iteration 83Q: 3 clusters Score -1263388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1263400.125000 Penalty: 3007.323975
	Iteration 84Q: 3 clusters Score -1263400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1263408.000000 Penalty: 3007.323975
	Iteration 85Q: 3 clusters Score -1263408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1263414.750000 Penalty: 3007.323975
	Iteration 86Q: 3 clusters Score -1263415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1263418.875000 Penalty: 3007.323975
	Iteration 87Q: 3 clusters Score -1263419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1263420.000000 Penalty: 3007.323975
	Iteration 88Q: 3 clusters Score -1263420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1263420.750000 Penalty: 3007.323975
	Iteration 89Q: 3 clusters Score -1263421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1263425.625000 Penalty: 3007.323975
	Iteration 90Q: 3 clusters Score -1263426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1263428.875000 Penalty: 3007.323975
	Iteration 91Q: 3 clusters Score -1263429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1263431.625000 Penalty: 3007.323975
	Iteration 92Q: 3 clusters Score -1263432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1263432.875000 Penalty: 3007.323975
	Iteration 93Q: 3 clusters Score -1263433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1263435.375000 Penalty: 3007.323975
	Iteration 94Q: 3 clusters Score -1263435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1263436.500000 Penalty: 3007.323975
	Iteration 95Q: 3 clusters Score -1263436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1263436.625000 Penalty: 3007.323975
	Iteration 96Q: 3 clusters Score -1263437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1263440.000000 Penalty: 3007.323975
	Iteration 97Q: 3 clusters Score -1263440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1263441.000000 Penalty: 3007.323975
	Iteration 98Q: 3 clusters Score -1263441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1263440.375000 Penalty: 3007.323975
	Iteration 99Q: 3 clusters Score -1263440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1263442.250000 Penalty: 3007.323975
	Iteration 100F: 3 clusters Score -1263442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1263445.750000 Penalty: 3007.323975
	Iteration 101Q: 3 clusters Score -1263446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1263445.875000 Penalty: 3007.323975
	Iteration 102Q: 3 clusters Score -1263446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1263444.250000 Penalty: 3007.323975
	Iteration 103Q: 3 clusters Score -1263444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1263445.000000 Penalty: 3007.323975
	Iteration 104Q: 3 clusters Score -1263445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1263448.625000 Penalty: 3007.323975
	Iteration 105Q: 3 clusters Score -1263449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1263450.250000 Penalty: 3007.323975
	Iteration 106Q: 3 clusters Score -1263450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1263452.875000 Penalty: 3007.323975
	Iteration 107Q: 3 clusters Score -1263453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1263453.250000 Penalty: 3007.323975
	Iteration 108Q: 3 clusters Score -1263453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1263453.000000 Penalty: 3007.323975
	Iteration 109Q: 3 clusters Score -1263453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1263453.000000 Penalty: 3007.323975
	Iteration 110F: 3 clusters Score -1263453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Entering Unmasked Estep 
Score: -3542746.500000 Penalty: 1660.805176
	Iteration 0F: 2 clusters Score -3542746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3524327.750000 Penalty: 3321.610352
	Iteration 0F: 3 clusters Score -3524328 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3531278.500000 Penalty: 3321.610352
	Iteration 1F: 3 clusters Score -3531278 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3531842.500000 Penalty: 3321.610352
	Iteration 2Q: 3 clusters Score -3531842 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3532457.500000 Penalty: 3321.610352
	Iteration 3Q: 3 clusters Score -3532458 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3533192.250000 Penalty: 3321.610352
	Iteration 4Q: 3 clusters Score -3533192 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3533949.500000 Penalty: 3321.610352
	Iteration 5F: 3 clusters Score -3533950 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3534623.500000 Penalty: 3321.610352
	Iteration 6F: 3 clusters Score -3534624 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3535303.500000 Penalty: 3321.610352
	Iteration 7Q: 3 clusters Score -3535304 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3535998.000000 Penalty: 3321.610352
	Iteration 8Q: 3 clusters Score -3535998 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3536669.000000 Penalty: 3321.610352
	Iteration 9Q: 3 clusters Score -3536669 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3537135.250000 Penalty: 3321.610352
	Iteration 10Q: 3 clusters Score -3537135 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3537404.250000 Penalty: 3321.610352
	Iteration 11Q: 3 clusters Score -3537404 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3537553.750000 Penalty: 3321.610352
	Iteration 12Q: 3 clusters Score -3537554 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -3537649.250000 Penalty: 3321.610352
	Iteration 13Q: 3 clusters Score -3537649 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3537710.250000 Penalty: 3321.610352
	Iteration 14Q: 3 clusters Score -3537710 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -3537788.250000 Penalty: 3321.610352
	Iteration 15Q: 3 clusters Score -3537788 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3537822.500000 Penalty: 3321.610352
	Iteration 16Q: 3 clusters Score -3537822 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -3537876.750000 Penalty: 3321.610352
	Iteration 17Q: 3 clusters Score -3537877 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3537928.250000 Penalty: 3321.610352
	Iteration 18Q: 3 clusters Score -3537928 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3537984.000000 Penalty: 3321.610352
	Iteration 19Q: 3 clusters Score -3537984 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3538045.000000 Penalty: 3321.610352
	Iteration 20F: 3 clusters Score -3538045 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -3538111.250000 Penalty: 3321.610352
	Iteration 21Q: 3 clusters Score -3538111 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -3538166.750000 Penalty: 3321.610352
	Iteration 22Q: 3 clusters Score -3538167 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3538238.500000 Penalty: 3321.610352
	Iteration 23Q: 3 clusters Score -3538238 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -3538316.000000 Penalty: 3321.610352
	Iteration 24Q: 3 clusters Score -3538316 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3538396.000000 Penalty: 3321.610352
	Iteration 25Q: 3 clusters Score -3538396 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -3538488.500000 Penalty: 3321.610352
	Iteration 26Q: 3 clusters Score -3538488 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3538606.750000 Penalty: 3321.610352
	Iteration 27Q: 3 clusters Score -3538607 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -3538722.000000 Penalty: 3321.610352
	Iteration 28Q: 3 clusters Score -3538722 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -3538879.750000 Penalty: 3321.610352
	Iteration 29Q: 3 clusters Score -3538880 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -3539028.500000 Penalty: 3321.610352
	Iteration 30Q: 3 clusters Score -3539028 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3539194.250000 Penalty: 3321.610352
	Iteration 31Q: 3 clusters Score -3539194 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3539381.250000 Penalty: 3321.610352
	Iteration 32Q: 3 clusters Score -3539381 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -3539584.500000 Penalty: 3321.610352
	Iteration 33Q: 3 clusters Score -3539584 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3539805.000000 Penalty: 3321.610352
	Iteration 34Q: 3 clusters Score -3539805 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3540007.750000 Penalty: 3321.610352
	Iteration 35Q: 3 clusters Score -3540008 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3540211.500000 Penalty: 3321.610352
	Iteration 36Q: 3 clusters Score -3540212 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3540425.500000 Penalty: 3321.610352
	Iteration 37Q: 3 clusters Score -3540426 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -3540625.500000 Penalty: 3321.610352
	Iteration 38Q: 3 clusters Score -3540626 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3540797.750000 Penalty: 3321.610352
	Iteration 39Q: 3 clusters Score -3540798 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3540938.750000 Penalty: 3321.610352
	Iteration 40F: 3 clusters Score -3540939 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3541053.500000 Penalty: 3321.610352
	Iteration 41Q: 3 clusters Score -3541054 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3541119.500000 Penalty: 3321.610352
	Iteration 42Q: 3 clusters Score -3541120 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3541167.500000 Penalty: 3321.610352
	Iteration 43Q: 3 clusters Score -3541168 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3541200.500000 Penalty: 3321.610352
	Iteration 44Q: 3 clusters Score -3541200 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3541232.000000 Penalty: 3321.610352
	Iteration 45Q: 3 clusters Score -3541232 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3541261.750000 Penalty: 3321.610352
	Iteration 46Q: 3 clusters Score -3541262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3541297.500000 Penalty: 3321.610352
	Iteration 47Q: 3 clusters Score -3541298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3541330.000000 Penalty: 3321.610352
	Iteration 48Q: 3 clusters Score -3541330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -3541356.500000 Penalty: 3321.610352
	Iteration 49Q: 3 clusters Score -3541356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3541369.250000 Penalty: 3321.610352
	Iteration 50Q: 3 clusters Score -3541369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -3541380.250000 Penalty: 3321.610352
	Iteration 51Q: 3 clusters Score -3541380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3541392.500000 Penalty: 3321.610352
	Iteration 52Q: 3 clusters Score -3541392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3541405.250000 Penalty: 3321.610352
	Iteration 53Q: 3 clusters Score -3541405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -3541411.000000 Penalty: 3321.610352
	Iteration 54Q: 3 clusters Score -3541411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3541412.250000 Penalty: 3321.610352
	Iteration 55Q: 3 clusters Score -3541412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3541418.750000 Penalty: 3321.610352
	Iteration 56Q: 3 clusters Score -3541419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -3541418.500000 Penalty: 3321.610352
	Iteration 57Q: 3 clusters Score -3541418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3541426.000000 Penalty: 3321.610352
	Iteration 58Q: 3 clusters Score -3541426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3541423.500000 Penalty: 3321.610352
	Iteration 59Q: 3 clusters Score -3541424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3541438.000000 Penalty: 3321.610352
	Iteration 60F: 3 clusters Score -3541438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3541439.500000 Penalty: 3321.610352
	Iteration 61Q: 3 clusters Score -3541440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3541440.000000 Penalty: 3321.610352
	Iteration 62Q: 3 clusters Score -3541440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -3541438.750000 Penalty: 3321.610352
	Iteration 63Q: 3 clusters Score -3541439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3541439.250000 Penalty: 3321.610352
	Iteration 64Q: 3 clusters Score -3541439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -3541441.250000 Penalty: 3321.610352
	Iteration 65Q: 3 clusters Score -3541441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -3541441.750000 Penalty: 3321.610352
	Iteration 66Q: 3 clusters Score -3541442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3541441.250000 Penalty: 3321.610352
	Iteration 67Q: 3 clusters Score -3541441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -3541444.500000 Penalty: 3321.610352
	Iteration 68Q: 3 clusters Score -3541444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3541446.750000 Penalty: 3321.610352
	Iteration 69Q: 3 clusters Score -3541447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3541446.750000 Penalty: 3321.610352
	Iteration 70F: 3 clusters Score -3541447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -808465.500000 Penalty: 1424.792236
	Iteration 0F: 2 clusters Score -808465.5 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 3207 members 
Entering Unmasked Estep 
Score: -803536.312500 Penalty: 2849.584473
	Iteration 0F: 3 clusters Score -803536.3 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -805092.312500 Penalty: 2849.584473
	Iteration 1F: 3 clusters Score -805092.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -805304.187500 Penalty: 2849.584473
	Iteration 2F: 3 clusters Score -805304.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -805466.937500 Penalty: 2849.584473
	Iteration 3F: 3 clusters Score -805466.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -805624.562500 Penalty: 2849.584473
	Iteration 4Q: 3 clusters Score -805624.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -805801.125000 Penalty: 2849.584473
	Iteration 5Q: 3 clusters Score -805801.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -806080.062500 Penalty: 2849.584473
	Iteration 6Q: 3 clusters Score -806080.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -806457.187500 Penalty: 2849.584473
	Iteration 7F: 3 clusters Score -806457.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -806903.062500 Penalty: 2849.584473
	Iteration 8F: 3 clusters Score -806903.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -807249.750000 Penalty: 2849.584473
	Iteration 9F: 3 clusters Score -807249.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -807444.625000 Penalty: 2849.584473
	Iteration 10Q: 3 clusters Score -807444.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -807559.937500 Penalty: 2849.584473
	Iteration 11Q: 3 clusters Score -807559.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -807629.812500 Penalty: 2849.584473
	Iteration 12Q: 3 clusters Score -807629.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -807669.812500 Penalty: 2849.584473
	Iteration 13Q: 3 clusters Score -807669.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -807704.937500 Penalty: 2849.584473
	Iteration 14Q: 3 clusters Score -807704.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -807725.875000 Penalty: 2849.584473
	Iteration 15Q: 3 clusters Score -807725.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -807739.125000 Penalty: 2849.584473
	Iteration 16Q: 3 clusters Score -807739.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -807748.812500 Penalty: 2849.584473
	Iteration 17Q: 3 clusters Score -807748.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -807756.187500 Penalty: 2849.584473
	Iteration 18Q: 3 clusters Score -807756.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -807760.875000 Penalty: 2849.584473
	Iteration 19Q: 3 clusters Score -807760.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -807766.375000 Penalty: 2849.584473
	Iteration 20F: 3 clusters Score -807766.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -807775.437500 Penalty: 2849.584473
	Iteration 21Q: 3 clusters Score -807775.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -807781.875000 Penalty: 2849.584473
	Iteration 22Q: 3 clusters Score -807781.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -807788.437500 Penalty: 2849.584473
	Iteration 23Q: 3 clusters Score -807788.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -807796.500000 Penalty: 2849.584473
	Iteration 24Q: 3 clusters Score -807796.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -807805.625000 Penalty: 2849.584473
	Iteration 25Q: 3 clusters Score -807805.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -807811.562500 Penalty: 2849.584473
	Iteration 26Q: 3 clusters Score -807811.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -807821.312500 Penalty: 2849.584473
	Iteration 27Q: 3 clusters Score -807821.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -807829.062500 Penalty: 2849.584473
	Iteration 28Q: 3 clusters Score -807829.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -807834.562500 Penalty: 2849.584473
	Iteration 29Q: 3 clusters Score -807834.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -807840.125000 Penalty: 2849.584473
	Iteration 30Q: 3 clusters Score -807840.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -807845.000000 Penalty: 2849.584473
	Iteration 31Q: 3 clusters Score -807845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -807853.562500 Penalty: 2849.584473
	Iteration 32Q: 3 clusters Score -807853.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -807860.562500 Penalty: 2849.584473
	Iteration 33Q: 3 clusters Score -807860.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -807866.875000 Penalty: 2849.584473
	Iteration 34Q: 3 clusters Score -807866.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -807875.625000 Penalty: 2849.584473
	Iteration 35Q: 3 clusters Score -807875.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -807879.312500 Penalty: 2849.584473
	Iteration 36Q: 3 clusters Score -807879.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -807882.062500 Penalty: 2849.584473
	Iteration 37Q: 3 clusters Score -807882.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -807885.250000 Penalty: 2849.584473
	Iteration 38Q: 3 clusters Score -807885.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -807889.250000 Penalty: 2849.584473
	Iteration 39Q: 3 clusters Score -807889.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -807891.750000 Penalty: 2849.584473
	Iteration 40F: 3 clusters Score -807891.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -807891.687500 Penalty: 2849.584473
	Iteration 41Q: 3 clusters Score -807891.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -807893.437500 Penalty: 2849.584473
	Iteration 42Q: 3 clusters Score -807893.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -807892.000000 Penalty: 2849.584473
	Iteration 43Q: 3 clusters Score -807892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -807894.687500 Penalty: 2849.584473
	Iteration 44Q: 3 clusters Score -807894.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -807894.812500 Penalty: 2849.584473
	Iteration 45Q: 3 clusters Score -807894.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -807895.812500 Penalty: 2849.584473
	Iteration 46Q: 3 clusters Score -807895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -807894.312500 Penalty: 2849.584473
	Iteration 47Q: 3 clusters Score -807894.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -807895.562500 Penalty: 2849.584473
	Iteration 48Q: 3 clusters Score -807895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -807895.125000 Penalty: 2849.584473
	Iteration 49Q: 3 clusters Score -807895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -807896.937500 Penalty: 2849.584473
	Iteration 50Q: 3 clusters Score -807896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -807898.500000 Penalty: 2849.584473
	Iteration 51Q: 3 clusters Score -807898.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -807899.375000 Penalty: 2849.584473
	Iteration 52Q: 3 clusters Score -807899.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -807900.375000 Penalty: 2849.584473
	Iteration 53Q: 3 clusters Score -807900.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -807903.625000 Penalty: 2849.584473
	Iteration 54Q: 3 clusters Score -807903.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -807904.562500 Penalty: 2849.584473
	Iteration 55Q: 3 clusters Score -807904.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -807906.562500 Penalty: 2849.584473
	Iteration 56Q: 3 clusters Score -807906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -807908.375000 Penalty: 2849.584473
	Iteration 57Q: 3 clusters Score -807908.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -807907.437500 Penalty: 2849.584473
	Iteration 58Q: 3 clusters Score -807907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -807906.500000 Penalty: 2849.584473
	Iteration 59Q: 3 clusters Score -807906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -807906.625000 Penalty: 2849.584473
	Iteration 60F: 3 clusters Score -807906.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Entering Unmasked Estep 
Score: -974085.187500 Penalty: 1454.398315
	Iteration 0F: 2 clusters Score -974085.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -968418.812500 Penalty: 2908.796631
	Iteration 0F: 3 clusters Score -968418.8 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -970256.437500 Penalty: 2908.796631
	Iteration 1F: 3 clusters Score -970256.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -970599.000000 Penalty: 2908.796631
	Iteration 2F: 3 clusters Score -970599 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -970985.375000 Penalty: 2908.796631
	Iteration 3F: 3 clusters Score -970985.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -971418.625000 Penalty: 2908.796631
	Iteration 4F: 3 clusters Score -971418.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -971880.687500 Penalty: 2908.796631
	Iteration 5F: 3 clusters Score -971880.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -972302.437500 Penalty: 2908.796631
	Iteration 6F: 3 clusters Score -972302.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -972624.375000 Penalty: 2908.796631
	Iteration 7Q: 3 clusters Score -972624.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -972941.312500 Penalty: 2908.796631
	Iteration 8Q: 3 clusters Score -972941.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -973218.687500 Penalty: 2908.796631
	Iteration 9Q: 3 clusters Score -973218.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -973368.687500 Penalty: 2908.796631
	Iteration 10Q: 3 clusters Score -973368.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -973444.500000 Penalty: 2908.796631
	Iteration 11Q: 3 clusters Score -973444.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -973497.312500 Penalty: 2908.796631
	Iteration 12Q: 3 clusters Score -973497.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -973536.312500 Penalty: 2908.796631
	Iteration 13Q: 3 clusters Score -973536.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -973556.812500 Penalty: 2908.796631
	Iteration 14Q: 3 clusters Score -973556.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -973566.500000 Penalty: 2908.796631
	Iteration 15Q: 3 clusters Score -973566.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -973571.812500 Penalty: 2908.796631
	Iteration 16Q: 3 clusters Score -973571.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -973579.250000 Penalty: 2908.796631
	Iteration 17Q: 3 clusters Score -973579.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -973588.687500 Penalty: 2908.796631
	Iteration 18Q: 3 clusters Score -973588.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -973592.687500 Penalty: 2908.796631
	Iteration 19Q: 3 clusters Score -973592.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -973598.750000 Penalty: 2908.796631
	Iteration 20F: 3 clusters Score -973598.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -973603.000000 Penalty: 2908.796631
	Iteration 21Q: 3 clusters Score -973603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -973604.937500 Penalty: 2908.796631
	Iteration 22Q: 3 clusters Score -973604.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -973604.750000 Penalty: 2908.796631
	Iteration 23Q: 3 clusters Score -973604.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -973604.750000 Penalty: 2908.796631
	Iteration 24F: 3 clusters Score -973604.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Entering Unmasked Estep 
Score: -1871861.625000 Penalty: 1561.099243
	Iteration 0F: 2 clusters Score -1871862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1861556.125000 Penalty: 3122.198486
	Iteration 0F: 3 clusters Score -1861556 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1865215.500000 Penalty: 3122.198486
	Iteration 1F: 3 clusters Score -1865216 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1865708.500000 Penalty: 3122.198486
	Iteration 2F: 3 clusters Score -1865708 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1866284.250000 Penalty: 3122.198486
	Iteration 3F: 3 clusters Score -1866284 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1866982.000000 Penalty: 3122.198486
	Iteration 4F: 3 clusters Score -1866982 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1867715.125000 Penalty: 3122.198486
	Iteration 5F: 3 clusters Score -1867715 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1868414.125000 Penalty: 3122.198486
	Iteration 6F: 3 clusters Score -1868414 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1869048.500000 Penalty: 3122.198486
	Iteration 7F: 3 clusters Score -1869048 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1869543.375000 Penalty: 3122.198486
	Iteration 8Q: 3 clusters Score -1869543 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1869868.875000 Penalty: 3122.198486
	Iteration 9Q: 3 clusters Score -1869869 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1870080.125000 Penalty: 3122.198486
	Iteration 10Q: 3 clusters Score -1870080 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1870214.500000 Penalty: 3122.198486
	Iteration 11Q: 3 clusters Score -1870214 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1870329.375000 Penalty: 3122.198486
	Iteration 12Q: 3 clusters Score -1870329 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1870428.750000 Penalty: 3122.198486
	Iteration 13Q: 3 clusters Score -1870429 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1870507.375000 Penalty: 3122.198486
	Iteration 14Q: 3 clusters Score -1870507 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1870549.875000 Penalty: 3122.198486
	Iteration 15Q: 3 clusters Score -1870550 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1870583.750000 Penalty: 3122.198486
	Iteration 16Q: 3 clusters Score -1870584 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1870604.500000 Penalty: 3122.198486
	Iteration 17Q: 3 clusters Score -1870604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1870616.250000 Penalty: 3122.198486
	Iteration 18Q: 3 clusters Score -1870616 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1870636.750000 Penalty: 3122.198486
	Iteration 19Q: 3 clusters Score -1870637 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1870650.500000 Penalty: 3122.198486
	Iteration 20F: 3 clusters Score -1870650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1870674.875000 Penalty: 3122.198486
	Iteration 21Q: 3 clusters Score -1870675 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1870680.500000 Penalty: 3122.198486
	Iteration 22Q: 3 clusters Score -1870680 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1870694.750000 Penalty: 3122.198486
	Iteration 23Q: 3 clusters Score -1870695 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1870703.625000 Penalty: 3122.198486
	Iteration 24Q: 3 clusters Score -1870704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1870713.500000 Penalty: 3122.198486
	Iteration 25Q: 3 clusters Score -1870714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1870724.125000 Penalty: 3122.198486
	Iteration 26Q: 3 clusters Score -1870724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1870725.750000 Penalty: 3122.198486
	Iteration 27Q: 3 clusters Score -1870726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1870738.000000 Penalty: 3122.198486
	Iteration 28Q: 3 clusters Score -1870738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1870738.500000 Penalty: 3122.198486
	Iteration 29Q: 3 clusters Score -1870738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1870749.375000 Penalty: 3122.198486
	Iteration 30Q: 3 clusters Score -1870749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1870755.500000 Penalty: 3122.198486
	Iteration 31Q: 3 clusters Score -1870756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1870761.625000 Penalty: 3122.198486
	Iteration 32Q: 3 clusters Score -1870762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1870769.625000 Penalty: 3122.198486
	Iteration 33Q: 3 clusters Score -1870770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1870775.625000 Penalty: 3122.198486
	Iteration 34Q: 3 clusters Score -1870776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1870779.500000 Penalty: 3122.198486
	Iteration 35Q: 3 clusters Score -1870780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1870780.125000 Penalty: 3122.198486
	Iteration 36Q: 3 clusters Score -1870780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1870785.625000 Penalty: 3122.198486
	Iteration 37Q: 3 clusters Score -1870786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1870788.375000 Penalty: 3122.198486
	Iteration 38Q: 3 clusters Score -1870788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1870786.375000 Penalty: 3122.198486
	Iteration 39Q: 3 clusters Score -1870786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1870793.000000 Penalty: 3122.198486
	Iteration 40F: 3 clusters Score -1870793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1870791.000000 Penalty: 3122.198486
	Iteration 41Q: 3 clusters Score -1870791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1870791.250000 Penalty: 3122.198486
	Iteration 42Q: 3 clusters Score -1870791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1870790.000000 Penalty: 3122.198486
	Iteration 43Q: 3 clusters Score -1870790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1870792.000000 Penalty: 3122.198486
	Iteration 44Q: 3 clusters Score -1870792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1870795.375000 Penalty: 3122.198486
	Iteration 45Q: 3 clusters Score -1870795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1870798.875000 Penalty: 3122.198486
	Iteration 46Q: 3 clusters Score -1870799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1870795.750000 Penalty: 3122.198486
	Iteration 47Q: 3 clusters Score -1870796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1870802.375000 Penalty: 3122.198486
	Iteration 48Q: 3 clusters Score -1870802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1870806.250000 Penalty: 3122.198486
	Iteration 49Q: 3 clusters Score -1870806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1870804.375000 Penalty: 3122.198486
	Iteration 50Q: 3 clusters Score -1870804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1870806.375000 Penalty: 3122.198486
	Iteration 51Q: 3 clusters Score -1870806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1870805.125000 Penalty: 3122.198486
	Iteration 52Q: 3 clusters Score -1870805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1870807.625000 Penalty: 3122.198486
	Iteration 53Q: 3 clusters Score -1870808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1870808.375000 Penalty: 3122.198486
	Iteration 54Q: 3 clusters Score -1870808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1870809.625000 Penalty: 3122.198486
	Iteration 55Q: 3 clusters Score -1870810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1870810.375000 Penalty: 3122.198486
	Iteration 56Q: 3 clusters Score -1870810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1870810.375000 Penalty: 3122.198486
	Iteration 57F: 3 clusters Score -1870810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Entering Unmasked Estep 
Score: -441276.406250 Penalty: 1314.191528
	Iteration 0F: 2 clusters Score -441276.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -438393.000000 Penalty: 2628.383057
	Iteration 0F: 3 clusters Score -438393 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -439063.093750 Penalty: 2628.383057
	Iteration 1F: 3 clusters Score -439063.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -439193.562500 Penalty: 2628.383057
	Iteration 2F: 3 clusters Score -439193.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -439268.625000 Penalty: 2628.383057
	Iteration 3Q: 3 clusters Score -439268.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -439315.968750 Penalty: 2628.383057
	Iteration 4Q: 3 clusters Score -439316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -439342.656250 Penalty: 2628.383057
	Iteration 5Q: 3 clusters Score -439342.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -439360.031250 Penalty: 2628.383057
	Iteration 6Q: 3 clusters Score -439360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -439379.531250 Penalty: 2628.383057
	Iteration 7Q: 3 clusters Score -439379.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -439393.843750 Penalty: 2628.383057
	Iteration 8Q: 3 clusters Score -439393.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -439409.343750 Penalty: 2628.383057
	Iteration 9Q: 3 clusters Score -439409.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -439423.656250 Penalty: 2628.383057
	Iteration 10Q: 3 clusters Score -439423.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -439433.687500 Penalty: 2628.383057
	Iteration 11Q: 3 clusters Score -439433.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -439440.812500 Penalty: 2628.383057
	Iteration 12Q: 3 clusters Score -439440.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -439450.187500 Penalty: 2628.383057
	Iteration 13Q: 3 clusters Score -439450.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -439456.968750 Penalty: 2628.383057
	Iteration 14Q: 3 clusters Score -439457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -439463.781250 Penalty: 2628.383057
	Iteration 15Q: 3 clusters Score -439463.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -439470.406250 Penalty: 2628.383057
	Iteration 16Q: 3 clusters Score -439470.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -439478.656250 Penalty: 2628.383057
	Iteration 17Q: 3 clusters Score -439478.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -439486.375000 Penalty: 2628.383057
	Iteration 18Q: 3 clusters Score -439486.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -439492.500000 Penalty: 2628.383057
	Iteration 19Q: 3 clusters Score -439492.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -439501.968750 Penalty: 2628.383057
	Iteration 20F: 3 clusters Score -439502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -439514.000000 Penalty: 2628.383057
	Iteration 21Q: 3 clusters Score -439514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -439522.343750 Penalty: 2628.383057
	Iteration 22Q: 3 clusters Score -439522.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -439531.593750 Penalty: 2628.383057
	Iteration 23Q: 3 clusters Score -439531.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -439537.218750 Penalty: 2628.383057
	Iteration 24Q: 3 clusters Score -439537.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -439545.843750 Penalty: 2628.383057
	Iteration 25Q: 3 clusters Score -439545.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -439553.625000 Penalty: 2628.383057
	Iteration 26Q: 3 clusters Score -439553.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -439560.781250 Penalty: 2628.383057
	Iteration 27Q: 3 clusters Score -439560.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -439572.656250 Penalty: 2628.383057
	Iteration 28Q: 3 clusters Score -439572.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -439586.125000 Penalty: 2628.383057
	Iteration 29Q: 3 clusters Score -439586.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -439595.437500 Penalty: 2628.383057
	Iteration 30Q: 3 clusters Score -439595.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -439603.500000 Penalty: 2628.383057
	Iteration 31Q: 3 clusters Score -439603.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -439614.250000 Penalty: 2628.383057
	Iteration 32Q: 3 clusters Score -439614.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -439622.250000 Penalty: 2628.383057
	Iteration 33Q: 3 clusters Score -439622.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -439629.656250 Penalty: 2628.383057
	Iteration 34Q: 3 clusters Score -439629.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -439643.031250 Penalty: 2628.383057
	Iteration 35Q: 3 clusters Score -439643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -439652.812500 Penalty: 2628.383057
	Iteration 36Q: 3 clusters Score -439652.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -439660.812500 Penalty: 2628.383057
	Iteration 37Q: 3 clusters Score -439660.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -439666.343750 Penalty: 2628.383057
	Iteration 38Q: 3 clusters Score -439666.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -439670.687500 Penalty: 2628.383057
	Iteration 39Q: 3 clusters Score -439670.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -439673.718750 Penalty: 2628.383057
	Iteration 40F: 3 clusters Score -439673.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -439676.468750 Penalty: 2628.383057
	Iteration 41Q: 3 clusters Score -439676.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -439683.000000 Penalty: 2628.383057
	Iteration 42Q: 3 clusters Score -439683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -439688.031250 Penalty: 2628.383057
	Iteration 43Q: 3 clusters Score -439688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -439689.343750 Penalty: 2628.383057
	Iteration 44Q: 3 clusters Score -439689.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -439690.937500 Penalty: 2628.383057
	Iteration 45Q: 3 clusters Score -439690.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -439690.375000 Penalty: 2628.383057
	Iteration 46Q: 3 clusters Score -439690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -439691.250000 Penalty: 2628.383057
	Iteration 47Q: 3 clusters Score -439691.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -439692.343750 Penalty: 2628.383057
	Iteration 48Q: 3 clusters Score -439692.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -439693.656250 Penalty: 2628.383057
	Iteration 49Q: 3 clusters Score -439693.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -439693.656250 Penalty: 2628.383057
	Iteration 50Q: 3 clusters Score -439693.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -439693.593750 Penalty: 2628.383057
	Iteration 51Q: 3 clusters Score -439693.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -439693.906250 Penalty: 2628.383057
	Iteration 52Q: 3 clusters Score -439693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -439693.812500 Penalty: 2628.383057
	Iteration 53Q: 3 clusters Score -439693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -439694.218750 Penalty: 2628.383057
	Iteration 54Q: 3 clusters Score -439694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -439695.531250 Penalty: 2628.383057
	Iteration 55Q: 3 clusters Score -439695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -439695.875000 Penalty: 2628.383057
	Iteration 56Q: 3 clusters Score -439695.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -439696.218750 Penalty: 2628.383057
	Iteration 57Q: 3 clusters Score -439696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -439697.531250 Penalty: 2628.383057
	Iteration 58Q: 3 clusters Score -439697.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -439698.312500 Penalty: 2628.383057
	Iteration 59Q: 3 clusters Score -439698.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -439698.218750 Penalty: 2628.383057
	Iteration 60F: 3 clusters Score -439698.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Entering Unmasked Estep 
Score: -688742.750000 Penalty: 1413.995728
	Iteration 0F: 2 clusters Score -688742.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -684158.687500 Penalty: 2827.991455
	Iteration 0F: 3 clusters Score -684158.7 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -685665.750000 Penalty: 2827.991455
	Iteration 1F: 3 clusters Score -685665.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -686115.187500 Penalty: 2827.991455
	Iteration 2F: 3 clusters Score -686115.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -686553.437500 Penalty: 2827.991455
	Iteration 3F: 3 clusters Score -686553.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -686927.375000 Penalty: 2827.991455
	Iteration 4F: 3 clusters Score -686927.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -687234.562500 Penalty: 2827.991455
	Iteration 5F: 3 clusters Score -687234.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -687442.437500 Penalty: 2827.991455
	Iteration 6F: 3 clusters Score -687442.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -687594.625000 Penalty: 2827.991455
	Iteration 7Q: 3 clusters Score -687594.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -687721.687500 Penalty: 2827.991455
	Iteration 8Q: 3 clusters Score -687721.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -687812.812500 Penalty: 2827.991455
	Iteration 9Q: 3 clusters Score -687812.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -687880.000000 Penalty: 2827.991455
	Iteration 10Q: 3 clusters Score -687880 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -687926.812500 Penalty: 2827.991455
	Iteration 11Q: 3 clusters Score -687926.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -687961.437500 Penalty: 2827.991455
	Iteration 12Q: 3 clusters Score -687961.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -687989.125000 Penalty: 2827.991455
	Iteration 13Q: 3 clusters Score -687989.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -688019.250000 Penalty: 2827.991455
	Iteration 14Q: 3 clusters Score -688019.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -688047.875000 Penalty: 2827.991455
	Iteration 15Q: 3 clusters Score -688047.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -688075.500000 Penalty: 2827.991455
	Iteration 16Q: 3 clusters Score -688075.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -688091.250000 Penalty: 2827.991455
	Iteration 17Q: 3 clusters Score -688091.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -688104.437500 Penalty: 2827.991455
	Iteration 18Q: 3 clusters Score -688104.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -688113.250000 Penalty: 2827.991455
	Iteration 19Q: 3 clusters Score -688113.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -688123.125000 Penalty: 2827.991455
	Iteration 20F: 3 clusters Score -688123.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -688134.312500 Penalty: 2827.991455
	Iteration 21Q: 3 clusters Score -688134.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -688142.437500 Penalty: 2827.991455
	Iteration 22Q: 3 clusters Score -688142.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -688147.750000 Penalty: 2827.991455
	Iteration 23Q: 3 clusters Score -688147.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -688153.312500 Penalty: 2827.991455
	Iteration 24Q: 3 clusters Score -688153.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -688154.937500 Penalty: 2827.991455
	Iteration 25Q: 3 clusters Score -688154.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -688157.062500 Penalty: 2827.991455
	Iteration 26Q: 3 clusters Score -688157.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -688162.562500 Penalty: 2827.991455
	Iteration 27Q: 3 clusters Score -688162.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -688164.687500 Penalty: 2827.991455
	Iteration 28Q: 3 clusters Score -688164.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -688171.250000 Penalty: 2827.991455
	Iteration 29Q: 3 clusters Score -688171.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -688175.437500 Penalty: 2827.991455
	Iteration 30Q: 3 clusters Score -688175.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -688179.312500 Penalty: 2827.991455
	Iteration 31Q: 3 clusters Score -688179.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -688180.125000 Penalty: 2827.991455
	Iteration 32Q: 3 clusters Score -688180.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -688180.062500 Penalty: 2827.991455
	Iteration 33Q: 3 clusters Score -688180.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -688181.250000 Penalty: 2827.991455
	Iteration 34Q: 3 clusters Score -688181.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -688183.687500 Penalty: 2827.991455
	Iteration 35Q: 3 clusters Score -688183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -688183.750000 Penalty: 2827.991455
	Iteration 36Q: 3 clusters Score -688183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -688182.437500 Penalty: 2827.991455
	Iteration 37Q: 3 clusters Score -688182.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -688182.437500 Penalty: 2827.991455
	Iteration 38F: 3 clusters Score -688182.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Entering Unmasked Estep 
Score: -6742287.000000 Penalty: 1768.368042
	Iteration 0F: 2 clusters Score -6742287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -6706683.000000 Penalty: 3536.736084
	Iteration 0F: 3 clusters Score -6706683 nChanged 25024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -6720944.000000 Penalty: 3536.736084
	Iteration 1F: 3 clusters Score -6720944 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -6721462.000000 Penalty: 3536.736084
	Iteration 2Q: 3 clusters Score -6721462 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -6721940.500000 Penalty: 3536.736084
	Iteration 3Q: 3 clusters Score -6721940 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -6722568.000000 Penalty: 3536.736084
	Iteration 4Q: 3 clusters Score -6722568 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -6723352.500000 Penalty: 3536.736084
	Iteration 5Q: 3 clusters Score -6723352 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -6724402.000000 Penalty: 3536.736084
	Iteration 6Q: 3 clusters Score -6724402 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -6725759.500000 Penalty: 3536.736084
	Iteration 7Q: 3 clusters Score -6725760 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -6727389.500000 Penalty: 3536.736084
	Iteration 8F: 3 clusters Score -6727390 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -6729204.500000 Penalty: 3536.736084
	Iteration 9F: 3 clusters Score -6729204 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -6730794.000000 Penalty: 3536.736084
	Iteration 10Q: 3 clusters Score -6730794 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -6731970.500000 Penalty: 3536.736084
	Iteration 11Q: 3 clusters Score -6731970 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -6732607.500000 Penalty: 3536.736084
	Iteration 12Q: 3 clusters Score -6732608 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -6733024.000000 Penalty: 3536.736084
	Iteration 13Q: 3 clusters Score -6733024 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -6733444.000000 Penalty: 3536.736084
	Iteration 14Q: 3 clusters Score -6733444 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -6733842.500000 Penalty: 3536.736084
	Iteration 15Q: 3 clusters Score -6733842 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -6734266.000000 Penalty: 3536.736084
	Iteration 16Q: 3 clusters Score -6734266 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -6734681.500000 Penalty: 3536.736084
	Iteration 17Q: 3 clusters Score -6734682 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -6735192.500000 Penalty: 3536.736084
	Iteration 18Q: 3 clusters Score -6735192 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -6735711.000000 Penalty: 3536.736084
	Iteration 19Q: 3 clusters Score -6735711 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -6736229.500000 Penalty: 3536.736084
	Iteration 20F: 3 clusters Score -6736230 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -6736705.500000 Penalty: 3536.736084
	Iteration 21Q: 3 clusters Score -6736706 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -6737213.000000 Penalty: 3536.736084
	Iteration 22Q: 3 clusters Score -6737213 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -6737650.500000 Penalty: 3536.736084
	Iteration 23Q: 3 clusters Score -6737650 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -6738156.500000 Penalty: 3536.736084
	Iteration 24Q: 3 clusters Score -6738156 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -6738608.000000 Penalty: 3536.736084
	Iteration 25Q: 3 clusters Score -6738608 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -6738993.000000 Penalty: 3536.736084
	Iteration 26Q: 3 clusters Score -6738993 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -6739334.500000 Penalty: 3536.736084
	Iteration 27Q: 3 clusters Score -6739334 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -6739620.000000 Penalty: 3536.736084
	Iteration 28Q: 3 clusters Score -6739620 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -6739854.000000 Penalty: 3536.736084
	Iteration 29Q: 3 clusters Score -6739854 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -6740054.000000 Penalty: 3536.736084
	Iteration 30Q: 3 clusters Score -6740054 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -6740199.000000 Penalty: 3536.736084
	Iteration 31Q: 3 clusters Score -6740199 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -6740312.500000 Penalty: 3536.736084
	Iteration 32Q: 3 clusters Score -6740312 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -6740399.500000 Penalty: 3536.736084
	Iteration 33Q: 3 clusters Score -6740400 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -6740471.000000 Penalty: 3536.736084
	Iteration 34Q: 3 clusters Score -6740471 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -6740546.500000 Penalty: 3536.736084
	Iteration 35Q: 3 clusters Score -6740546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -6740613.000000 Penalty: 3536.736084
	Iteration 36Q: 3 clusters Score -6740613 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -6740634.500000 Penalty: 3536.736084
	Iteration 37Q: 3 clusters Score -6740634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -6740650.500000 Penalty: 3536.736084
	Iteration 38Q: 3 clusters Score -6740650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -6740689.500000 Penalty: 3536.736084
	Iteration 39Q: 3 clusters Score -6740690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -6740694.000000 Penalty: 3536.736084
	Iteration 40F: 3 clusters Score -6740694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -6740715.500000 Penalty: 3536.736084
	Iteration 41Q: 3 clusters Score -6740716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -6740715.500000 Penalty: 3536.736084
	Iteration 42Q: 3 clusters Score -6740716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -6740729.000000 Penalty: 3536.736084
	Iteration 43Q: 3 clusters Score -6740729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -6740740.000000 Penalty: 3536.736084
	Iteration 44Q: 3 clusters Score -6740740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -6740743.500000 Penalty: 3536.736084
	Iteration 45Q: 3 clusters Score -6740744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -6740746.500000 Penalty: 3536.736084
	Iteration 46Q: 3 clusters Score -6740746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -6740743.000000 Penalty: 3536.736084
	Iteration 47Q: 3 clusters Score -6740743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 52744 members 
Entering Unmasked Estep 
Score: -6740745.500000 Penalty: 3536.736084
	Iteration 48Q: 3 clusters Score -6740746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -6740744.500000 Penalty: 3536.736084
	Iteration 49Q: 3 clusters Score -6740744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -6740746.000000 Penalty: 3536.736084
	Iteration 50Q: 3 clusters Score -6740746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -6740745.000000 Penalty: 3536.736084
	Iteration 51Q: 3 clusters Score -6740745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -6740744.500000 Penalty: 3536.736084
	Iteration 52Q: 3 clusters Score -6740744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -6740754.500000 Penalty: 3536.736084
	Iteration 53Q: 3 clusters Score -6740754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -6740754.500000 Penalty: 3536.736084
	Iteration 54F: 3 clusters Score -6740754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -313176.875000 Penalty: 1278.030640
	Iteration 0F: 2 clusters Score -313176.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -310704.843750 Penalty: 2556.061279
	Iteration 0F: 3 clusters Score -310704.8 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -311266.656250 Penalty: 2556.061279
	Iteration 1F: 3 clusters Score -311266.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -311386.093750 Penalty: 2556.061279
	Iteration 2F: 3 clusters Score -311386.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -311454.437500 Penalty: 2556.061279
	Iteration 3Q: 3 clusters Score -311454.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -311513.250000 Penalty: 2556.061279
	Iteration 4Q: 3 clusters Score -311513.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -311553.968750 Penalty: 2556.061279
	Iteration 5Q: 3 clusters Score -311554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -311580.406250 Penalty: 2556.061279
	Iteration 6Q: 3 clusters Score -311580.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -311606.968750 Penalty: 2556.061279
	Iteration 7Q: 3 clusters Score -311607 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -311622.531250 Penalty: 2556.061279
	Iteration 8Q: 3 clusters Score -311622.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -311636.093750 Penalty: 2556.061279
	Iteration 9Q: 3 clusters Score -311636.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -311650.593750 Penalty: 2556.061279
	Iteration 10Q: 3 clusters Score -311650.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -311665.937500 Penalty: 2556.061279
	Iteration 11Q: 3 clusters Score -311665.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -311679.937500 Penalty: 2556.061279
	Iteration 12Q: 3 clusters Score -311679.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -311701.343750 Penalty: 2556.061279
	Iteration 13Q: 3 clusters Score -311701.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -311726.375000 Penalty: 2556.061279
	Iteration 14Q: 3 clusters Score -311726.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -311749.875000 Penalty: 2556.061279
	Iteration 15Q: 3 clusters Score -311749.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -311774.625000 Penalty: 2556.061279
	Iteration 16Q: 3 clusters Score -311774.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -311795.312500 Penalty: 2556.061279
	Iteration 17Q: 3 clusters Score -311795.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -311828.437500 Penalty: 2556.061279
	Iteration 18Q: 3 clusters Score -311828.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -311862.187500 Penalty: 2556.061279
	Iteration 19Q: 3 clusters Score -311862.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -311902.250000 Penalty: 2556.061279
	Iteration 20F: 3 clusters Score -311902.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -311943.781250 Penalty: 2556.061279
	Iteration 21Q: 3 clusters Score -311943.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -311979.343750 Penalty: 2556.061279
	Iteration 22Q: 3 clusters Score -311979.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -312009.906250 Penalty: 2556.061279
	Iteration 23Q: 3 clusters Score -312009.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -312037.000000 Penalty: 2556.061279
	Iteration 24Q: 3 clusters Score -312037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -312061.937500 Penalty: 2556.061279
	Iteration 25Q: 3 clusters Score -312061.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -312083.625000 Penalty: 2556.061279
	Iteration 26Q: 3 clusters Score -312083.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -312099.375000 Penalty: 2556.061279
	Iteration 27Q: 3 clusters Score -312099.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -312119.125000 Penalty: 2556.061279
	Iteration 28Q: 3 clusters Score -312119.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -312138.406250 Penalty: 2556.061279
	Iteration 29Q: 3 clusters Score -312138.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -312151.000000 Penalty: 2556.061279
	Iteration 30Q: 3 clusters Score -312151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -312160.656250 Penalty: 2556.061279
	Iteration 31Q: 3 clusters Score -312160.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -312171.437500 Penalty: 2556.061279
	Iteration 32Q: 3 clusters Score -312171.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -312181.562500 Penalty: 2556.061279
	Iteration 33Q: 3 clusters Score -312181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -312186.843750 Penalty: 2556.061279
	Iteration 34Q: 3 clusters Score -312186.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -312192.218750 Penalty: 2556.061279
	Iteration 35Q: 3 clusters Score -312192.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -312197.625000 Penalty: 2556.061279
	Iteration 36Q: 3 clusters Score -312197.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -312200.187500 Penalty: 2556.061279
	Iteration 37Q: 3 clusters Score -312200.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -312200.968750 Penalty: 2556.061279
	Iteration 38Q: 3 clusters Score -312201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -312200.968750 Penalty: 2556.061279
	Iteration 39F: 3 clusters Score -312201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -24165.902344 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -24165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23425.644531 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -23425.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23543.845703 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -23543.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23598.082031 Penalty: 1765.959717
	Iteration 2F: 3 clusters Score -23598.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23609.472656 Penalty: 1765.959717
	Iteration 3Q: 3 clusters Score -23609.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23609.472656 Penalty: 1765.959717
	Iteration 4F: 3 clusters Score -23609.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Entering Unmasked Estep 
Score: -455181.843750 Penalty: 1357.596313
	Iteration 0F: 2 clusters Score -455181.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -451802.125000 Penalty: 2715.192627
	Iteration 0F: 3 clusters Score -451802.1 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -453021.187500 Penalty: 2715.192627
	Iteration 1F: 3 clusters Score -453021.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -453415.250000 Penalty: 2715.192627
	Iteration 2F: 3 clusters Score -453415.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -453701.656250 Penalty: 2715.192627
	Iteration 3F: 3 clusters Score -453701.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -453945.468750 Penalty: 2715.192627
	Iteration 4F: 3 clusters Score -453945.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -454153.656250 Penalty: 2715.192627
	Iteration 5F: 3 clusters Score -454153.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -454311.750000 Penalty: 2715.192627
	Iteration 6Q: 3 clusters Score -454311.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -454413.125000 Penalty: 2715.192627
	Iteration 7Q: 3 clusters Score -454413.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -454492.125000 Penalty: 2715.192627
	Iteration 8Q: 3 clusters Score -454492.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -454556.437500 Penalty: 2715.192627
	Iteration 9Q: 3 clusters Score -454556.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -454600.500000 Penalty: 2715.192627
	Iteration 10Q: 3 clusters Score -454600.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -454642.843750 Penalty: 2715.192627
	Iteration 11Q: 3 clusters Score -454642.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -454679.812500 Penalty: 2715.192627
	Iteration 12Q: 3 clusters Score -454679.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -454705.625000 Penalty: 2715.192627
	Iteration 13Q: 3 clusters Score -454705.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -454722.875000 Penalty: 2715.192627
	Iteration 14Q: 3 clusters Score -454722.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -454737.531250 Penalty: 2715.192627
	Iteration 15Q: 3 clusters Score -454737.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -454756.375000 Penalty: 2715.192627
	Iteration 16Q: 3 clusters Score -454756.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -454777.937500 Penalty: 2715.192627
	Iteration 17Q: 3 clusters Score -454777.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -454793.468750 Penalty: 2715.192627
	Iteration 18Q: 3 clusters Score -454793.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -454807.781250 Penalty: 2715.192627
	Iteration 19Q: 3 clusters Score -454807.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -454824.500000 Penalty: 2715.192627
	Iteration 20F: 3 clusters Score -454824.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -454844.437500 Penalty: 2715.192627
	Iteration 21Q: 3 clusters Score -454844.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -454864.093750 Penalty: 2715.192627
	Iteration 22Q: 3 clusters Score -454864.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -454878.750000 Penalty: 2715.192627
	Iteration 23Q: 3 clusters Score -454878.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -454884.968750 Penalty: 2715.192627
	Iteration 24Q: 3 clusters Score -454885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -454890.375000 Penalty: 2715.192627
	Iteration 25Q: 3 clusters Score -454890.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -454894.312500 Penalty: 2715.192627
	Iteration 26Q: 3 clusters Score -454894.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -454895.531250 Penalty: 2715.192627
	Iteration 27Q: 3 clusters Score -454895.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -454896.375000 Penalty: 2715.192627
	Iteration 28Q: 3 clusters Score -454896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -454895.937500 Penalty: 2715.192627
	Iteration 29Q: 3 clusters Score -454895.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -454895.937500 Penalty: 2715.192627
	Iteration 30F: 3 clusters Score -454895.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -537284.625000 Penalty: 1371.339966
	Iteration 0F: 2 clusters Score -537284.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -533529.500000 Penalty: 2742.679932
	Iteration 0F: 3 clusters Score -533529.5 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -534571.687500 Penalty: 2742.679932
	Iteration 1F: 3 clusters Score -534571.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -534818.500000 Penalty: 2742.679932
	Iteration 2F: 3 clusters Score -534818.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -535034.375000 Penalty: 2742.679932
	Iteration 3F: 3 clusters Score -535034.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -535247.937500 Penalty: 2742.679932
	Iteration 4F: 3 clusters Score -535247.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -535396.750000 Penalty: 2742.679932
	Iteration 5F: 3 clusters Score -535396.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -535518.750000 Penalty: 2742.679932
	Iteration 6Q: 3 clusters Score -535518.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -535624.187500 Penalty: 2742.679932
	Iteration 7Q: 3 clusters Score -535624.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -535712.062500 Penalty: 2742.679932
	Iteration 8Q: 3 clusters Score -535712.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -535779.562500 Penalty: 2742.679932
	Iteration 9Q: 3 clusters Score -535779.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -535840.750000 Penalty: 2742.679932
	Iteration 10Q: 3 clusters Score -535840.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -535895.625000 Penalty: 2742.679932
	Iteration 11Q: 3 clusters Score -535895.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -535950.375000 Penalty: 2742.679932
	Iteration 12Q: 3 clusters Score -535950.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -536001.812500 Penalty: 2742.679932
	Iteration 13Q: 3 clusters Score -536001.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -536056.000000 Penalty: 2742.679932
	Iteration 14Q: 3 clusters Score -536056 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -536100.937500 Penalty: 2742.679932
	Iteration 15Q: 3 clusters Score -536100.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -536145.937500 Penalty: 2742.679932
	Iteration 16Q: 3 clusters Score -536145.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -536176.125000 Penalty: 2742.679932
	Iteration 17Q: 3 clusters Score -536176.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -536200.062500 Penalty: 2742.679932
	Iteration 18Q: 3 clusters Score -536200.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -536219.562500 Penalty: 2742.679932
	Iteration 19Q: 3 clusters Score -536219.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -536242.312500 Penalty: 2742.679932
	Iteration 20F: 3 clusters Score -536242.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -536262.500000 Penalty: 2742.679932
	Iteration 21Q: 3 clusters Score -536262.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -536281.812500 Penalty: 2742.679932
	Iteration 22Q: 3 clusters Score -536281.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -536303.312500 Penalty: 2742.679932
	Iteration 23Q: 3 clusters Score -536303.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -536324.750000 Penalty: 2742.679932
	Iteration 24Q: 3 clusters Score -536324.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -536341.937500 Penalty: 2742.679932
	Iteration 25Q: 3 clusters Score -536341.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -536359.187500 Penalty: 2742.679932
	Iteration 26Q: 3 clusters Score -536359.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -536378.312500 Penalty: 2742.679932
	Iteration 27Q: 3 clusters Score -536378.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -536396.187500 Penalty: 2742.679932
	Iteration 28Q: 3 clusters Score -536396.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -536415.187500 Penalty: 2742.679932
	Iteration 29Q: 3 clusters Score -536415.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -536425.000000 Penalty: 2742.679932
	Iteration 30Q: 3 clusters Score -536425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -536435.562500 Penalty: 2742.679932
	Iteration 31Q: 3 clusters Score -536435.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -536449.937500 Penalty: 2742.679932
	Iteration 32Q: 3 clusters Score -536449.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -536464.062500 Penalty: 2742.679932
	Iteration 33Q: 3 clusters Score -536464.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -536477.062500 Penalty: 2742.679932
	Iteration 34Q: 3 clusters Score -536477.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -536492.062500 Penalty: 2742.679932
	Iteration 35Q: 3 clusters Score -536492.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -536506.750000 Penalty: 2742.679932
	Iteration 36Q: 3 clusters Score -536506.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -536518.625000 Penalty: 2742.679932
	Iteration 37Q: 3 clusters Score -536518.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -536531.875000 Penalty: 2742.679932
	Iteration 38Q: 3 clusters Score -536531.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -536543.875000 Penalty: 2742.679932
	Iteration 39Q: 3 clusters Score -536543.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -536552.687500 Penalty: 2742.679932
	Iteration 40F: 3 clusters Score -536552.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -536557.000000 Penalty: 2742.679932
	Iteration 41Q: 3 clusters Score -536557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -536559.187500 Penalty: 2742.679932
	Iteration 42Q: 3 clusters Score -536559.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -536561.937500 Penalty: 2742.679932
	Iteration 43Q: 3 clusters Score -536561.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -536561.687500 Penalty: 2742.679932
	Iteration 44Q: 3 clusters Score -536561.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -536561.687500 Penalty: 2742.679932
	Iteration 45F: 3 clusters Score -536561.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (36499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Entering Unmasked Estep 
Score: -4622899.500000 Penalty: 1707.068970
	Iteration 0F: 2 clusters Score -4622900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -4598599.000000 Penalty: 3414.137939
	Iteration 0F: 3 clusters Score -4598599 nChanged 16856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -4608103.500000 Penalty: 3414.137939
	Iteration 1F: 3 clusters Score -4608104 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -4608754.500000 Penalty: 3414.137939
	Iteration 2Q: 3 clusters Score -4608754 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4609532.000000 Penalty: 3414.137939
	Iteration 3Q: 3 clusters Score -4609532 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4610520.500000 Penalty: 3414.137939
	Iteration 4F: 3 clusters Score -4610520 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -4611630.500000 Penalty: 3414.137939
	Iteration 5F: 3 clusters Score -4611630 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -4612934.500000 Penalty: 3414.137939
	Iteration 6F: 3 clusters Score -4612934 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -4614174.000000 Penalty: 3414.137939
	Iteration 7F: 3 clusters Score -4614174 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -4615287.000000 Penalty: 3414.137939
	Iteration 8F: 3 clusters Score -4615287 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -4616281.500000 Penalty: 3414.137939
	Iteration 9Q: 3 clusters Score -4616282 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -4617136.500000 Penalty: 3414.137939
	Iteration 10Q: 3 clusters Score -4617136 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -4618052.000000 Penalty: 3414.137939
	Iteration 11Q: 3 clusters Score -4618052 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -4619046.500000 Penalty: 3414.137939
	Iteration 12Q: 3 clusters Score -4619046 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -4619603.000000 Penalty: 3414.137939
	Iteration 13Q: 3 clusters Score -4619603 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -4619861.000000 Penalty: 3414.137939
	Iteration 14Q: 3 clusters Score -4619861 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -4619986.000000 Penalty: 3414.137939
	Iteration 15Q: 3 clusters Score -4619986 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -4620061.500000 Penalty: 3414.137939
	Iteration 16Q: 3 clusters Score -4620062 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -4620118.000000 Penalty: 3414.137939
	Iteration 17Q: 3 clusters Score -4620118 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -4620161.500000 Penalty: 3414.137939
	Iteration 18Q: 3 clusters Score -4620162 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4620185.000000 Penalty: 3414.137939
	Iteration 19Q: 3 clusters Score -4620185 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -4620207.500000 Penalty: 3414.137939
	Iteration 20F: 3 clusters Score -4620208 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -4620221.000000 Penalty: 3414.137939
	Iteration 21Q: 3 clusters Score -4620221 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -4620239.000000 Penalty: 3414.137939
	Iteration 22Q: 3 clusters Score -4620239 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -4620261.000000 Penalty: 3414.137939
	Iteration 23Q: 3 clusters Score -4620261 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -4620266.000000 Penalty: 3414.137939
	Iteration 24Q: 3 clusters Score -4620266 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -4620291.500000 Penalty: 3414.137939
	Iteration 25Q: 3 clusters Score -4620292 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -4620297.000000 Penalty: 3414.137939
	Iteration 26Q: 3 clusters Score -4620297 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -4620299.000000 Penalty: 3414.137939
	Iteration 27Q: 3 clusters Score -4620299 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -4620299.500000 Penalty: 3414.137939
	Iteration 28Q: 3 clusters Score -4620300 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -4620308.000000 Penalty: 3414.137939
	Iteration 29Q: 3 clusters Score -4620308 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -4620319.500000 Penalty: 3414.137939
	Iteration 30Q: 3 clusters Score -4620320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -4620307.500000 Penalty: 3414.137939
	Iteration 31Q: 3 clusters Score -4620308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -4620305.000000 Penalty: 3414.137939
	Iteration 32Q: 3 clusters Score -4620305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -4620308.500000 Penalty: 3414.137939
	Iteration 33Q: 3 clusters Score -4620308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -4620315.000000 Penalty: 3414.137939
	Iteration 34Q: 3 clusters Score -4620315 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -4620327.000000 Penalty: 3414.137939
	Iteration 35Q: 3 clusters Score -4620327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -4620323.000000 Penalty: 3414.137939
	Iteration 36Q: 3 clusters Score -4620323 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -4620324.000000 Penalty: 3414.137939
	Iteration 37Q: 3 clusters Score -4620324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -4620322.000000 Penalty: 3414.137939
	Iteration 38Q: 3 clusters Score -4620322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -4620322.500000 Penalty: 3414.137939
	Iteration 39Q: 3 clusters Score -4620322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -4620323.500000 Penalty: 3414.137939
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4620322 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4620332 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4620322 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4620331 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4620340 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4620350 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4620359 nChanged 37
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Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4620357 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4620358 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26046 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4620368 nChanged 26
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Mstep: Class 1 contains 26072 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4620372 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4620375 nChanged 22
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Mstep: Class 1 contains 26123 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4620384 nChanged 22
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Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4620385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4620394 nChanged 33
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Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4620390 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4620397 nChanged 28
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Mstep: Class 1 contains 26266 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4620386 nChanged 28
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Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4620398 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4620393 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4620392 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4620392 nChanged 43
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Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4620386 nChanged 35
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Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4620380 nChanged 27
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Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4620382 nChanged 24
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Mstep: Class 1 contains 26516 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4620381 nChanged 28
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Mstep: Class 1 contains 26544 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4620390 nChanged 33
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Mstep: Class 1 contains 26577 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4620388 nChanged 28
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Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4620398 nChanged 35
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Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4620410 nChanged 19
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Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4620404 nChanged 8
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Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4620402 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4620410 nChanged 11
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Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4620404 nChanged 12
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Mstep: Class 1 contains 26717 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4620397 nChanged 11
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Mstep: Class 1 contains 26728 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4620398 nChanged 9
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Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4620406 nChanged 11
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Mstep: Class 1 contains 26748 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4620402 nChanged 10
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Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4620397 nChanged 14
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4620403 nChanged 19
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Mstep: Class 1 contains 26791 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4620406 nChanged 19
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Mstep: Class 1 contains 26810 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4620411 nChanged 17
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Mstep: Class 1 contains 26827 members 
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	Iteration 84Q: 3 clusters Score -4620404 nChanged 18
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Mstep: Class 1 contains 26845 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4620403 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26868 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4620414 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4620413 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26915 members 
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	Iteration 88Q: 3 clusters Score -4620407 nChanged 22
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Mstep: Class 1 contains 26935 members 
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	Iteration 89Q: 3 clusters Score -4620407 nChanged 25
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Mstep: Class 1 contains 26960 members 
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	Iteration 90Q: 3 clusters Score -4620408 nChanged 39
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Mstep: Class 1 contains 26999 members 
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	Iteration 91Q: 3 clusters Score -4620408 nChanged 37
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Mstep: Class 1 contains 27036 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4620410 nChanged 39
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Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4620422 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27128 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4620444 nChanged 63
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Mstep: Class 1 contains 27191 members 
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	Iteration 95Q: 3 clusters Score -4620451 nChanged 68
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Mstep: Class 1 contains 27257 members 
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	Iteration 96Q: 3 clusters Score -4620452 nChanged 57
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Mstep: Class 1 contains 27308 members 
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	Iteration 97Q: 3 clusters Score -4620461 nChanged 68
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Mstep: Class 1 contains 27372 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4620472 nChanged 78
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Mstep: Class 1 contains 27448 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4620470 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27519 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4620470 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27578 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4620474 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4620478 nChanged 74
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Mstep: Class 1 contains 27721 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4620484 nChanged 63
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Mstep: Class 1 contains 27784 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4620492 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27851 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4620502 nChanged 68
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Mstep: Class 1 contains 27917 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4620520 nChanged 60
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Mstep: Class 1 contains 27977 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4620516 nChanged 68
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Mstep: Class 1 contains 28045 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4620524 nChanged 56
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Mstep: Class 1 contains 28101 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4620539 nChanged 55
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Mstep: Class 1 contains 28156 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4620538 nChanged 60
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Mstep: Class 1 contains 28216 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4620532 nChanged 75
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Mstep: Class 1 contains 28289 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4620544 nChanged 68
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Mstep: Class 1 contains 28357 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4620552 nChanged 75
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4620558 nChanged 71
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4620559 nChanged 70
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4620561 nChanged 61
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4620565 nChanged 56
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Mstep: Class 1 contains 28690 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4620576 nChanged 55
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	Iteration 119Q: 3 clusters Score -4620588 nChanged 54
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4620584 nChanged 68
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Mstep: Class 1 contains 28861 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4620584 nChanged 64
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Mstep: Class 1 contains 28925 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4620596 nChanged 59
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Mstep: Class 1 contains 28982 members 
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	Iteration 123Q: 3 clusters Score -4620607 nChanged 64
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Mstep: Class 1 contains 29046 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4620616 nChanged 64
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Mstep: Class 1 contains 29110 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4620626 nChanged 51
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Mstep: Class 1 contains 29161 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4620620 nChanged 45
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4620622 nChanged 48
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4620626 nChanged 50
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Entering Unmasked Estep 
Score: -4620631.500000 Penalty: 3414.137939
	Iteration 129Q: 3 clusters Score -4620632 nChanged 47
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4620638 nChanged 39
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	Iteration 131Q: 3 clusters Score -4620638 nChanged 46
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4620634 nChanged 47
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4620630 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4620636 nChanged 41
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Mstep: Class 1 contains 29614 members 
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Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 6848 members 
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	Iteration 137Q: 3 clusters Score -4620647 nChanged 35
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Mstep: Class 1 contains 29684 members 
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	Iteration 138Q: 3 clusters Score -4620658 nChanged 32
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Mstep: Class 1 contains 29714 members 
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	Iteration 139Q: 3 clusters Score -4620658 nChanged 41
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Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4620656 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4620663 nChanged 38
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Mstep: Class 1 contains 29830 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29892 members 
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Mstep: Class 1 contains 29924 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29954 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29985 members 
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Mstep: Class 1 contains 30013 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4620686 nChanged 22
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Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4620685 nChanged 26
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Mstep: Class 1 contains 30061 members 
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	Iteration 150Q: 3 clusters Score -4620685 nChanged 22
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Mstep: Class 1 contains 30083 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30163 members 
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	Iteration 154Q: 3 clusters Score -4620704 nChanged 37
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Mstep: Class 1 contains 30200 members 
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	Iteration 155Q: 3 clusters Score -4620709 nChanged 38
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Mstep: Class 1 contains 30238 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4620708 nChanged 42
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Mstep: Class 1 contains 30280 members 
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	Iteration 157Q: 3 clusters Score -4620710 nChanged 48
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Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4620714 nChanged 41
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Mstep: Class 1 contains 30363 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4620717 nChanged 34
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Mstep: Class 1 contains 30397 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4620714 nChanged 41
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Mstep: Class 1 contains 30438 members 
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Mstep: Class 1 contains 30471 members 
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Mstep: Class 1 contains 30508 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4620706 nChanged 39
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Mstep: Class 1 contains 30547 members 
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	Iteration 164Q: 3 clusters Score -4620716 nChanged 58
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4620712 nChanged 52
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4620720 nChanged 66
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Mstep: Class 1 contains 30723 members 
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	Iteration 167Q: 3 clusters Score -4620712 nChanged 57
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Mstep: Class 1 contains 30780 members 
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	Iteration 168Q: 3 clusters Score -4620728 nChanged 67
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4620734 nChanged 70
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Mstep: Class 1 contains 30917 members 
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	Iteration 170Q: 3 clusters Score -4620738 nChanged 62
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Mstep: Class 1 contains 30979 members 
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	Iteration 171Q: 3 clusters Score -4620748 nChanged 60
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Mstep: Class 1 contains 31039 members 
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	Iteration 172Q: 3 clusters Score -4620768 nChanged 70
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Mstep: Class 1 contains 31109 members 
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	Iteration 173Q: 3 clusters Score -4620777 nChanged 57
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Mstep: Class 1 contains 31166 members 
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	Iteration 174Q: 3 clusters Score -4620780 nChanged 50
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Mstep: Class 1 contains 31216 members 
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	Iteration 175Q: 3 clusters Score -4620784 nChanged 51
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Mstep: Class 1 contains 31267 members 
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Mstep: Class 1 contains 31307 members 
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	Iteration 177Q: 3 clusters Score -4620785 nChanged 36
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Mstep: Class 1 contains 31341 members 
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	Iteration 178Q: 3 clusters Score -4620795 nChanged 32
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Mstep: Class 1 contains 31371 members 
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	Iteration 179Q: 3 clusters Score -4620814 nChanged 24
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Mstep: Class 1 contains 31395 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4620812 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31418 members 
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	Iteration 181Q: 3 clusters Score -4620810 nChanged 22
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Mstep: Class 1 contains 31440 members 
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	Iteration 182Q: 3 clusters Score -4620806 nChanged 29
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Mstep: Class 1 contains 31469 members 
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	Iteration 183Q: 3 clusters Score -4620809 nChanged 28
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	Iteration 184Q: 3 clusters Score -4620796 nChanged 37
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Mstep: Class 1 contains 31528 members 
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	Iteration 185Q: 3 clusters Score -4620810 nChanged 28
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Mstep: Class 1 contains 31556 members 
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	Iteration 186Q: 3 clusters Score -4620810 nChanged 30
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Mstep: Class 1 contains 31586 members 
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	Iteration 187Q: 3 clusters Score -4620832 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31612 members 
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	Iteration 188Q: 3 clusters Score -4620846 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31645 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4620837 nChanged 32
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Mstep: Class 1 contains 31677 members 
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	Iteration 190Q: 3 clusters Score -4620837 nChanged 36
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Mstep: Class 1 contains 31764 members 
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	Iteration 192Q: 3 clusters Score -4620862 nChanged 73
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Mstep: Class 1 contains 31837 members 
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	Iteration 193Q: 3 clusters Score -4620884 nChanged 73
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	Iteration 195Q: 3 clusters Score -4620883 nChanged 66
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	Iteration 196Q: 3 clusters Score -4620890 nChanged 70
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Mstep: Class 1 contains 32114 members 
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	Iteration 197Q: 3 clusters Score -4620900 nChanged 64
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Mstep: Class 1 contains 32178 members 
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	Iteration 198Q: 3 clusters Score -4620916 nChanged 62
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	Iteration 199Q: 3 clusters Score -4620914 nChanged 51
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Mstep: Class 1 contains 32287 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4620916 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32334 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4620924 nChanged 57
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Mstep: Class 1 contains 32389 members 
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	Iteration 202Q: 3 clusters Score -4620945 nChanged 54
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Mstep: Class 1 contains 32443 members 
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	Iteration 203Q: 3 clusters Score -4620938 nChanged 59
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	Iteration 204Q: 3 clusters Score -4620951 nChanged 52
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	Iteration 206Q: 3 clusters Score -4620965 nChanged 56
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	Iteration 207Q: 3 clusters Score -4620978 nChanged 62
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	Iteration 209Q: 3 clusters Score -4620991 nChanged 61
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	Iteration 211Q: 3 clusters Score -4621004 nChanged 60
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	Iteration 214Q: 3 clusters Score -4621020 nChanged 65
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	Iteration 215Q: 3 clusters Score -4621027 nChanged 60
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	Iteration 216Q: 3 clusters Score -4621048 nChanged 68
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	Iteration 217Q: 3 clusters Score -4621064 nChanged 79
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	Iteration 219Q: 3 clusters Score -4621066 nChanged 73
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	Iteration 220F: 3 clusters Score -4621087 nChanged 73
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	Iteration 223Q: 3 clusters Score -4621125 nChanged 86
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	Iteration 226Q: 3 clusters Score -4621170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4621170.000000 Penalty: 3414.137939
	Iteration 227Q: 3 clusters Score -4621170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4621189.500000 Penalty: 3414.137939
	Iteration 228Q: 3 clusters Score -4621190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4621194.500000 Penalty: 3414.137939
	Iteration 229Q: 3 clusters Score -4621194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4621195.000000 Penalty: 3414.137939
	Iteration 230Q: 3 clusters Score -4621195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4621209.000000 Penalty: 3414.137939
	Iteration 231Q: 3 clusters Score -4621209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4621205.000000 Penalty: 3414.137939
	Iteration 232Q: 3 clusters Score -4621205 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4621216.000000 Penalty: 3414.137939
	Iteration 233Q: 3 clusters Score -4621216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4621221.500000 Penalty: 3414.137939
	Iteration 234Q: 3 clusters Score -4621222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4621237.500000 Penalty: 3414.137939
	Iteration 235Q: 3 clusters Score -4621238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4621235.500000 Penalty: 3414.137939
	Iteration 236Q: 3 clusters Score -4621236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4621245.000000 Penalty: 3414.137939
	Iteration 237Q: 3 clusters Score -4621245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4621244.500000 Penalty: 3414.137939
	Iteration 238Q: 3 clusters Score -4621244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4621247.000000 Penalty: 3414.137939
	Iteration 239Q: 3 clusters Score -4621247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4621256.500000 Penalty: 3414.137939
	Iteration 240F: 3 clusters Score -4621256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4621251.000000 Penalty: 3414.137939
	Iteration 241Q: 3 clusters Score -4621251 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4621258.500000 Penalty: 3414.137939
	Iteration 242Q: 3 clusters Score -4621258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4621276.500000 Penalty: 3414.137939
	Iteration 243Q: 3 clusters Score -4621276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4621279.500000 Penalty: 3414.137939
	Iteration 244Q: 3 clusters Score -4621280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4621283.500000 Penalty: 3414.137939
	Iteration 245Q: 3 clusters Score -4621284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4621284.500000 Penalty: 3414.137939
	Iteration 246Q: 3 clusters Score -4621284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4621287.500000 Penalty: 3414.137939
	Iteration 247Q: 3 clusters Score -4621288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4621285.000000 Penalty: 3414.137939
	Iteration 248Q: 3 clusters Score -4621285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4621290.500000 Penalty: 3414.137939
	Iteration 249Q: 3 clusters Score -4621290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4621296.000000 Penalty: 3414.137939
	Iteration 250Q: 3 clusters Score -4621296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4621296.000000 Penalty: 3414.137939
	Iteration 251Q: 3 clusters Score -4621296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4621305.500000 Penalty: 3414.137939
	Iteration 252Q: 3 clusters Score -4621306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4621300.000000 Penalty: 3414.137939
	Iteration 253Q: 3 clusters Score -4621300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4621307.500000 Penalty: 3414.137939
	Iteration 254Q: 3 clusters Score -4621308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4621311.000000 Penalty: 3414.137939
	Iteration 255Q: 3 clusters Score -4621311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4621311.000000 Penalty: 3414.137939
	Iteration 256Q: 3 clusters Score -4621311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4621311.000000 Penalty: 3414.137939
	Iteration 257F: 3 clusters Score -4621311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Entering Unmasked Estep 
Score: -676183.000000 Penalty: 1394.825684
	Iteration 0F: 2 clusters Score -676183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -672021.687500 Penalty: 2789.651367
	Iteration 0F: 3 clusters Score -672021.7 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -673248.312500 Penalty: 2789.651367
	Iteration 1F: 3 clusters Score -673248.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -673459.500000 Penalty: 2789.651367
	Iteration 2F: 3 clusters Score -673459.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -673694.000000 Penalty: 2789.651367
	Iteration 3F: 3 clusters Score -673694 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -673995.750000 Penalty: 2789.651367
	Iteration 4F: 3 clusters Score -673995.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -674217.125000 Penalty: 2789.651367
	Iteration 5F: 3 clusters Score -674217.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -674432.312500 Penalty: 2789.651367
	Iteration 6F: 3 clusters Score -674432.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -674607.062500 Penalty: 2789.651367
	Iteration 7F: 3 clusters Score -674607.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -674752.250000 Penalty: 2789.651367
	Iteration 8Q: 3 clusters Score -674752.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -674880.187500 Penalty: 2789.651367
	Iteration 9Q: 3 clusters Score -674880.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -674963.062500 Penalty: 2789.651367
	Iteration 10Q: 3 clusters Score -674963.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -675012.000000 Penalty: 2789.651367
	Iteration 11Q: 3 clusters Score -675012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -675046.437500 Penalty: 2789.651367
	Iteration 12Q: 3 clusters Score -675046.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -675066.875000 Penalty: 2789.651367
	Iteration 13Q: 3 clusters Score -675066.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -675079.312500 Penalty: 2789.651367
	Iteration 14Q: 3 clusters Score -675079.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -675085.312500 Penalty: 2789.651367
	Iteration 15Q: 3 clusters Score -675085.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -675092.187500 Penalty: 2789.651367
	Iteration 16Q: 3 clusters Score -675092.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -675095.250000 Penalty: 2789.651367
	Iteration 17Q: 3 clusters Score -675095.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -675100.312500 Penalty: 2789.651367
	Iteration 18Q: 3 clusters Score -675100.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -675103.500000 Penalty: 2789.651367
	Iteration 19Q: 3 clusters Score -675103.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -675105.062500 Penalty: 2789.651367
	Iteration 20F: 3 clusters Score -675105.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -675106.750000 Penalty: 2789.651367
	Iteration 21Q: 3 clusters Score -675106.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -675107.687500 Penalty: 2789.651367
	Iteration 22Q: 3 clusters Score -675107.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -675110.750000 Penalty: 2789.651367
	Iteration 23Q: 3 clusters Score -675110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -675115.500000 Penalty: 2789.651367
	Iteration 24Q: 3 clusters Score -675115.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -675117.562500 Penalty: 2789.651367
	Iteration 25Q: 3 clusters Score -675117.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -675119.625000 Penalty: 2789.651367
	Iteration 26Q: 3 clusters Score -675119.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -675119.687500 Penalty: 2789.651367
	Iteration 27Q: 3 clusters Score -675119.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -675122.750000 Penalty: 2789.651367
	Iteration 28Q: 3 clusters Score -675122.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -675122.687500 Penalty: 2789.651367
	Iteration 29Q: 3 clusters Score -675122.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -675123.312500 Penalty: 2789.651367
	Iteration 30Q: 3 clusters Score -675123.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -675124.312500 Penalty: 2789.651367
	Iteration 31Q: 3 clusters Score -675124.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -675123.187500 Penalty: 2789.651367
	Iteration 32Q: 3 clusters Score -675123.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -675123.187500 Penalty: 2789.651367
	Iteration 33F: 3 clusters Score -675123.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (121592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121592 members 
Entering Unmasked Estep 
Score: -15559261.000000 Penalty: 1902.619263
	Iteration 0F: 2 clusters Score -1.555926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60920 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -15479982.000000 Penalty: 3805.238525
	Iteration 0F: 3 clusters Score -1.547998e+07 nChanged 58058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 58318 members 
Entering Unmasked Estep 
Score: -15513962.000000 Penalty: 3805.238525
	Iteration 1F: 3 clusters Score -1.551396e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -15514943.000000 Penalty: 3805.238525
	Iteration 2Q: 3 clusters Score -1.551494e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -15516053.000000 Penalty: 3805.238525
	Iteration 3Q: 3 clusters Score -1.551605e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -15517792.000000 Penalty: 3805.238525
	Iteration 4Q: 3 clusters Score -1.551779e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77485 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -15520918.000000 Penalty: 3805.238525
	Iteration 5F: 3 clusters Score -1.552092e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84855 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -15525629.000000 Penalty: 3805.238525
	Iteration 6F: 3 clusters Score -1.552563e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93349 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -15531636.000000 Penalty: 3805.238525
	Iteration 7F: 3 clusters Score -1.553164e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101569 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -15538145.000000 Penalty: 3805.238525
	Iteration 8F: 3 clusters Score -1.553814e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108622 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -15544212.000000 Penalty: 3805.238525
	Iteration 9F: 3 clusters Score -1.554421e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113897 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -15551038.000000 Penalty: 3805.238525
	Iteration 10Q: 3 clusters Score -1.555104e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117705 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -15554683.000000 Penalty: 3805.238525
	Iteration 11Q: 3 clusters Score -1.555468e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119828 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -15556440.000000 Penalty: 3805.238525
	Iteration 12Q: 3 clusters Score -1.555644e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120768 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -15557157.000000 Penalty: 3805.238525
	Iteration 13Q: 3 clusters Score -1.555716e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121072 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -15557420.000000 Penalty: 3805.238525
	Iteration 14Q: 3 clusters Score -1.555742e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121177 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -15557546.000000 Penalty: 3805.238525
	Iteration 15Q: 3 clusters Score -1.555755e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121212 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -15557615.000000 Penalty: 3805.238525
	Iteration 16Q: 3 clusters Score -1.555762e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121230 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -15557672.000000 Penalty: 3805.238525
	Iteration 17Q: 3 clusters Score -1.555767e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121239 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -15557692.000000 Penalty: 3805.238525
	Iteration 18Q: 3 clusters Score -1.555769e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121239 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -15557740.000000 Penalty: 3805.238525
	Iteration 19Q: 3 clusters Score -1.555774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121238 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15557775.000000 Penalty: 3805.238525
	Iteration 20F: 3 clusters Score -1.555778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121240 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -15557792.000000 Penalty: 3805.238525
	Iteration 21Q: 3 clusters Score -1.555779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121244 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -15557824.000000 Penalty: 3805.238525
	Iteration 22Q: 3 clusters Score -1.555782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121244 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -15557841.000000 Penalty: 3805.238525
	Iteration 23Q: 3 clusters Score -1.555784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121240 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -15557847.000000 Penalty: 3805.238525
	Iteration 24Q: 3 clusters Score -1.555785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121238 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15557871.000000 Penalty: 3805.238525
	Iteration 25Q: 3 clusters Score -1.555787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121243 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -15557889.000000 Penalty: 3805.238525
	Iteration 26Q: 3 clusters Score -1.555789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121247 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -15557895.000000 Penalty: 3805.238525
	Iteration 27Q: 3 clusters Score -1.55579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121252 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -15557910.000000 Penalty: 3805.238525
	Iteration 28Q: 3 clusters Score -1.555791e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121254 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -15557926.000000 Penalty: 3805.238525
	Iteration 29Q: 3 clusters Score -1.555793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121250 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -15557939.000000 Penalty: 3805.238525
	Iteration 30Q: 3 clusters Score -1.555794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121251 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -15557948.000000 Penalty: 3805.238525
	Iteration 31Q: 3 clusters Score -1.555795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121238 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15557936.000000 Penalty: 3805.238525
	Iteration 32Q: 3 clusters Score -1.555794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121230 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -15557963.000000 Penalty: 3805.238525
	Iteration 33Q: 3 clusters Score -1.555796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121221 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -15557974.000000 Penalty: 3805.238525
	Iteration 34Q: 3 clusters Score -1.555797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121217 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -15557986.000000 Penalty: 3805.238525
	Iteration 35Q: 3 clusters Score -1.555799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121213 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -15557991.000000 Penalty: 3805.238525
	Iteration 36Q: 3 clusters Score -1.555799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121205 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -15558000.000000 Penalty: 3805.238525
	Iteration 37Q: 3 clusters Score -1.5558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121201 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -15557997.000000 Penalty: 3805.238525
	Iteration 38Q: 3 clusters Score -1.5558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121194 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -15558019.000000 Penalty: 3805.238525
	Iteration 39Q: 3 clusters Score -1.555802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121188 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -15558021.000000 Penalty: 3805.238525
	Iteration 40F: 3 clusters Score -1.555802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121177 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -15558028.000000 Penalty: 3805.238525
	Iteration 41Q: 3 clusters Score -1.555803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121173 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -15558033.000000 Penalty: 3805.238525
	Iteration 42Q: 3 clusters Score -1.555803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121171 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -15558028.000000 Penalty: 3805.238525
	Iteration 43Q: 3 clusters Score -1.555803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121165 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -15558033.000000 Penalty: 3805.238525
	Iteration 44Q: 3 clusters Score -1.555803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121159 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -15558037.000000 Penalty: 3805.238525
	Iteration 45Q: 3 clusters Score -1.555804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121155 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -15558032.000000 Penalty: 3805.238525
	Iteration 46Q: 3 clusters Score -1.555803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121152 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -15558029.000000 Penalty: 3805.238525
	Iteration 47Q: 3 clusters Score -1.555803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121149 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -15558039.000000 Penalty: 3805.238525
	Iteration 48Q: 3 clusters Score -1.555804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121144 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -15558063.000000 Penalty: 3805.238525
	Iteration 49Q: 3 clusters Score -1.555806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121139 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -15558060.000000 Penalty: 3805.238525
	Iteration 50Q: 3 clusters Score -1.555806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121137 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -15558061.000000 Penalty: 3805.238525
	Iteration 51Q: 3 clusters Score -1.555806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121129 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -15558073.000000 Penalty: 3805.238525
	Iteration 52Q: 3 clusters Score -1.555807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121124 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -15558075.000000 Penalty: 3805.238525
	Iteration 53Q: 3 clusters Score -1.555808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121121 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -15558073.000000 Penalty: 3805.238525
	Iteration 54Q: 3 clusters Score -1.555807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121117 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -15558078.000000 Penalty: 3805.238525
	Iteration 55Q: 3 clusters Score -1.555808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121111 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -15558095.000000 Penalty: 3805.238525
	Iteration 56Q: 3 clusters Score -1.55581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121103 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -15558099.000000 Penalty: 3805.238525
	Iteration 57Q: 3 clusters Score -1.55581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121093 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -15558127.000000 Penalty: 3805.238525
	Iteration 58Q: 3 clusters Score -1.555813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121092 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -15558125.000000 Penalty: 3805.238525
	Iteration 59Q: 3 clusters Score -1.555812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121092 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -15558128.000000 Penalty: 3805.238525
	Iteration 60F: 3 clusters Score -1.555813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121091 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -15558121.000000 Penalty: 3805.238525
	Iteration 61Q: 3 clusters Score -1.555812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121089 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -15558122.000000 Penalty: 3805.238525
	Iteration 62Q: 3 clusters Score -1.555812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121086 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -15558131.000000 Penalty: 3805.238525
	Iteration 63Q: 3 clusters Score -1.555813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121085 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -15558130.000000 Penalty: 3805.238525
	Iteration 64Q: 3 clusters Score -1.555813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121084 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -15558133.000000 Penalty: 3805.238525
	Iteration 65Q: 3 clusters Score -1.555813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121084 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -15558135.000000 Penalty: 3805.238525
	Iteration 66Q: 3 clusters Score -1.555814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121083 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -15558134.000000 Penalty: 3805.238525
	Iteration 67Q: 3 clusters Score -1.555813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -15558138.000000 Penalty: 3805.238525
	Iteration 68Q: 3 clusters Score -1.555814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121080 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15558144.000000 Penalty: 3805.238525
	Iteration 69Q: 3 clusters Score -1.555814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121076 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -15558149.000000 Penalty: 3805.238525
	Iteration 70Q: 3 clusters Score -1.555815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121072 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -15558157.000000 Penalty: 3805.238525
	Iteration 71Q: 3 clusters Score -1.555816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121067 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -15558174.000000 Penalty: 3805.238525
	Iteration 72Q: 3 clusters Score -1.555817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121066 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -15558174.000000 Penalty: 3805.238525
	Iteration 73Q: 3 clusters Score -1.555817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121064 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -15558183.000000 Penalty: 3805.238525
	Iteration 74Q: 3 clusters Score -1.555818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121060 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -15558191.000000 Penalty: 3805.238525
	Iteration 75Q: 3 clusters Score -1.555819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121056 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -15558186.000000 Penalty: 3805.238525
	Iteration 76Q: 3 clusters Score -1.555819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121051 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15558182.000000 Penalty: 3805.238525
	Iteration 77Q: 3 clusters Score -1.555818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121050 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -15558183.000000 Penalty: 3805.238525
	Iteration 78Q: 3 clusters Score -1.555818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121049 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15558184.000000 Penalty: 3805.238525
	Iteration 79Q: 3 clusters Score -1.555818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121049 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15558184.000000 Penalty: 3805.238525
	Iteration 80F: 3 clusters Score -1.555818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Entering Unmasked Estep 
Score: -800294.000000 Penalty: 1423.012085
	Iteration 0F: 2 clusters Score -800294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -795405.312500 Penalty: 2846.024170
	Iteration 0F: 3 clusters Score -795405.3 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -796804.812500 Penalty: 2846.024170
	Iteration 1F: 3 clusters Score -796804.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -797063.000000 Penalty: 2846.024170
	Iteration 2F: 3 clusters Score -797063 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -797282.437500 Penalty: 2846.024170
	Iteration 3F: 3 clusters Score -797282.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -797472.312500 Penalty: 2846.024170
	Iteration 4F: 3 clusters Score -797472.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -797623.000000 Penalty: 2846.024170
	Iteration 5Q: 3 clusters Score -797623 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -797761.437500 Penalty: 2846.024170
	Iteration 6Q: 3 clusters Score -797761.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -797874.875000 Penalty: 2846.024170
	Iteration 7Q: 3 clusters Score -797874.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -797992.937500 Penalty: 2846.024170
	Iteration 8Q: 3 clusters Score -797992.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -798085.250000 Penalty: 2846.024170
	Iteration 9Q: 3 clusters Score -798085.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -798158.875000 Penalty: 2846.024170
	Iteration 10Q: 3 clusters Score -798158.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -798219.750000 Penalty: 2846.024170
	Iteration 11Q: 3 clusters Score -798219.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -798265.500000 Penalty: 2846.024170
	Iteration 12Q: 3 clusters Score -798265.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -798297.812500 Penalty: 2846.024170
	Iteration 13Q: 3 clusters Score -798297.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -798325.625000 Penalty: 2846.024170
	Iteration 14Q: 3 clusters Score -798325.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -798343.062500 Penalty: 2846.024170
	Iteration 15Q: 3 clusters Score -798343.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -798357.375000 Penalty: 2846.024170
	Iteration 16Q: 3 clusters Score -798357.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -798365.437500 Penalty: 2846.024170
	Iteration 17Q: 3 clusters Score -798365.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -798376.437500 Penalty: 2846.024170
	Iteration 18Q: 3 clusters Score -798376.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -798384.062500 Penalty: 2846.024170
	Iteration 19Q: 3 clusters Score -798384.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -798391.937500 Penalty: 2846.024170
	Iteration 20F: 3 clusters Score -798391.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -798398.375000 Penalty: 2846.024170
	Iteration 21Q: 3 clusters Score -798398.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -798404.812500 Penalty: 2846.024170
	Iteration 22Q: 3 clusters Score -798404.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -798408.625000 Penalty: 2846.024170
	Iteration 23Q: 3 clusters Score -798408.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -798412.062500 Penalty: 2846.024170
	Iteration 24Q: 3 clusters Score -798412.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -798417.875000 Penalty: 2846.024170
	Iteration 25Q: 3 clusters Score -798417.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -798424.875000 Penalty: 2846.024170
	Iteration 26Q: 3 clusters Score -798424.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -798430.750000 Penalty: 2846.024170
	Iteration 27Q: 3 clusters Score -798430.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -798433.875000 Penalty: 2846.024170
	Iteration 28Q: 3 clusters Score -798433.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -798439.187500 Penalty: 2846.024170
	Iteration 29Q: 3 clusters Score -798439.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -798443.312500 Penalty: 2846.024170
	Iteration 30Q: 3 clusters Score -798443.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -798448.187500 Penalty: 2846.024170
	Iteration 31Q: 3 clusters Score -798448.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -798449.000000 Penalty: 2846.024170
	Iteration 32Q: 3 clusters Score -798449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -798455.687500 Penalty: 2846.024170
	Iteration 33Q: 3 clusters Score -798455.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -798460.812500 Penalty: 2846.024170
	Iteration 34Q: 3 clusters Score -798460.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -798463.750000 Penalty: 2846.024170
	Iteration 35Q: 3 clusters Score -798463.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -798467.062500 Penalty: 2846.024170
	Iteration 36Q: 3 clusters Score -798467.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -798472.875000 Penalty: 2846.024170
	Iteration 37Q: 3 clusters Score -798472.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -798478.937500 Penalty: 2846.024170
	Iteration 38Q: 3 clusters Score -798478.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -798484.500000 Penalty: 2846.024170
	Iteration 39Q: 3 clusters Score -798484.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -798490.562500 Penalty: 2846.024170
	Iteration 40F: 3 clusters Score -798490.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -798493.875000 Penalty: 2846.024170
	Iteration 41Q: 3 clusters Score -798493.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -798496.812500 Penalty: 2846.024170
	Iteration 42Q: 3 clusters Score -798496.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -798500.437500 Penalty: 2846.024170
	Iteration 43Q: 3 clusters Score -798500.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -798501.687500 Penalty: 2846.024170
	Iteration 44Q: 3 clusters Score -798501.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -798502.812500 Penalty: 2846.024170
	Iteration 45Q: 3 clusters Score -798502.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -798505.875000 Penalty: 2846.024170
	Iteration 46Q: 3 clusters Score -798505.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -798508.187500 Penalty: 2846.024170
	Iteration 47Q: 3 clusters Score -798508.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -798511.687500 Penalty: 2846.024170
	Iteration 48Q: 3 clusters Score -798511.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -798518.750000 Penalty: 2846.024170
	Iteration 49Q: 3 clusters Score -798518.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -798530.062500 Penalty: 2846.024170
	Iteration 50Q: 3 clusters Score -798530.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -798533.875000 Penalty: 2846.024170
	Iteration 51Q: 3 clusters Score -798533.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -798544.250000 Penalty: 2846.024170
	Iteration 52Q: 3 clusters Score -798544.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -798553.687500 Penalty: 2846.024170
	Iteration 53Q: 3 clusters Score -798553.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -798561.750000 Penalty: 2846.024170
	Iteration 54Q: 3 clusters Score -798561.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -798571.000000 Penalty: 2846.024170
	Iteration 55Q: 3 clusters Score -798571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -798578.625000 Penalty: 2846.024170
	Iteration 56Q: 3 clusters Score -798578.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -798587.250000 Penalty: 2846.024170
	Iteration 57Q: 3 clusters Score -798587.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -798594.875000 Penalty: 2846.024170
	Iteration 58Q: 3 clusters Score -798594.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -798603.937500 Penalty: 2846.024170
	Iteration 59Q: 3 clusters Score -798603.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -798614.312500 Penalty: 2846.024170
	Iteration 60F: 3 clusters Score -798614.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -798622.062500 Penalty: 2846.024170
	Iteration 61Q: 3 clusters Score -798622.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -798628.562500 Penalty: 2846.024170
	Iteration 62Q: 3 clusters Score -798628.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -798640.375000 Penalty: 2846.024170
	Iteration 63Q: 3 clusters Score -798640.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -798649.250000 Penalty: 2846.024170
	Iteration 64Q: 3 clusters Score -798649.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -798655.125000 Penalty: 2846.024170
	Iteration 65Q: 3 clusters Score -798655.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -798661.312500 Penalty: 2846.024170
	Iteration 66Q: 3 clusters Score -798661.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -798669.937500 Penalty: 2846.024170
	Iteration 67Q: 3 clusters Score -798669.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -798678.375000 Penalty: 2846.024170
	Iteration 68Q: 3 clusters Score -798678.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -798688.562500 Penalty: 2846.024170
	Iteration 69Q: 3 clusters Score -798688.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -798701.687500 Penalty: 2846.024170
	Iteration 70Q: 3 clusters Score -798701.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -798714.750000 Penalty: 2846.024170
	Iteration 71Q: 3 clusters Score -798714.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -798723.687500 Penalty: 2846.024170
	Iteration 72Q: 3 clusters Score -798723.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -798734.375000 Penalty: 2846.024170
	Iteration 73Q: 3 clusters Score -798734.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -798749.000000 Penalty: 2846.024170
	Iteration 74Q: 3 clusters Score -798749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -798763.000000 Penalty: 2846.024170
	Iteration 75Q: 3 clusters Score -798763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -798773.125000 Penalty: 2846.024170
	Iteration 76Q: 3 clusters Score -798773.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -798797.875000 Penalty: 2846.024170
	Iteration 77Q: 3 clusters Score -798797.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -798830.000000 Penalty: 2846.024170
	Iteration 78Q: 3 clusters Score -798830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -798868.312500 Penalty: 2846.024170
	Iteration 79Q: 3 clusters Score -798868.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -798903.062500 Penalty: 2846.024170
	Iteration 80F: 3 clusters Score -798903.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -798934.500000 Penalty: 2846.024170
	Iteration 81Q: 3 clusters Score -798934.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -798969.250000 Penalty: 2846.024170
	Iteration 82Q: 3 clusters Score -798969.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -799005.312500 Penalty: 2846.024170
	Iteration 83Q: 3 clusters Score -799005.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -799028.625000 Penalty: 2846.024170
	Iteration 84Q: 3 clusters Score -799028.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -799056.687500 Penalty: 2846.024170
	Iteration 85Q: 3 clusters Score -799056.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -799083.437500 Penalty: 2846.024170
	Iteration 86Q: 3 clusters Score -799083.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -799112.250000 Penalty: 2846.024170
	Iteration 87Q: 3 clusters Score -799112.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -799137.875000 Penalty: 2846.024170
	Iteration 88Q: 3 clusters Score -799137.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -799160.687500 Penalty: 2846.024170
	Iteration 89Q: 3 clusters Score -799160.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -799175.437500 Penalty: 2846.024170
	Iteration 90Q: 3 clusters Score -799175.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -799185.500000 Penalty: 2846.024170
	Iteration 91Q: 3 clusters Score -799185.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -799193.875000 Penalty: 2846.024170
	Iteration 92Q: 3 clusters Score -799193.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -799198.187500 Penalty: 2846.024170
	Iteration 93Q: 3 clusters Score -799198.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -799203.562500 Penalty: 2846.024170
	Iteration 94Q: 3 clusters Score -799203.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -799214.500000 Penalty: 2846.024170
	Iteration 95Q: 3 clusters Score -799214.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -799225.562500 Penalty: 2846.024170
	Iteration 96Q: 3 clusters Score -799225.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -799232.625000 Penalty: 2846.024170
	Iteration 97Q: 3 clusters Score -799232.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -799235.937500 Penalty: 2846.024170
	Iteration 98Q: 3 clusters Score -799235.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -799244.562500 Penalty: 2846.024170
	Iteration 99Q: 3 clusters Score -799244.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -799254.500000 Penalty: 2846.024170
	Iteration 100F: 3 clusters Score -799254.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -799258.375000 Penalty: 2846.024170
	Iteration 101Q: 3 clusters Score -799258.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -799268.437500 Penalty: 2846.024170
	Iteration 102Q: 3 clusters Score -799268.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -799275.437500 Penalty: 2846.024170
	Iteration 103Q: 3 clusters Score -799275.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -799280.562500 Penalty: 2846.024170
	Iteration 104Q: 3 clusters Score -799280.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -799283.625000 Penalty: 2846.024170
	Iteration 105Q: 3 clusters Score -799283.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -799286.250000 Penalty: 2846.024170
	Iteration 106Q: 3 clusters Score -799286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -799288.125000 Penalty: 2846.024170
	Iteration 107Q: 3 clusters Score -799288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -799288.125000 Penalty: 2846.024170
	Iteration 108F: 3 clusters Score -799288.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Entering Unmasked Estep 
Score: -2182184.250000 Penalty: 1583.955444
	Iteration 0F: 2 clusters Score -2182184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2170403.500000 Penalty: 3167.910889
	Iteration 0F: 3 clusters Score -2170404 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2174604.000000 Penalty: 3167.910889
	Iteration 1F: 3 clusters Score -2174604 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2174965.000000 Penalty: 3167.910889
	Iteration 2F: 3 clusters Score -2174965 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2175293.250000 Penalty: 3167.910889
	Iteration 3Q: 3 clusters Score -2175293 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2175692.750000 Penalty: 3167.910889
	Iteration 4Q: 3 clusters Score -2175693 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2176237.250000 Penalty: 3167.910889
	Iteration 5F: 3 clusters Score -2176237 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2177041.250000 Penalty: 3167.910889
	Iteration 6F: 3 clusters Score -2177041 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2178061.000000 Penalty: 3167.910889
	Iteration 7F: 3 clusters Score -2178061 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2179046.000000 Penalty: 3167.910889
	Iteration 8F: 3 clusters Score -2179046 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2179773.750000 Penalty: 3167.910889
	Iteration 9Q: 3 clusters Score -2179774 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2180205.750000 Penalty: 3167.910889
	Iteration 10Q: 3 clusters Score -2180206 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2180425.000000 Penalty: 3167.910889
	Iteration 11Q: 3 clusters Score -2180425 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2180550.250000 Penalty: 3167.910889
	Iteration 12Q: 3 clusters Score -2180550 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2180622.750000 Penalty: 3167.910889
	Iteration 13Q: 3 clusters Score -2180623 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2180679.750000 Penalty: 3167.910889
	Iteration 14Q: 3 clusters Score -2180680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2180720.250000 Penalty: 3167.910889
	Iteration 15Q: 3 clusters Score -2180720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2180766.250000 Penalty: 3167.910889
	Iteration 16Q: 3 clusters Score -2180766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2180813.250000 Penalty: 3167.910889
	Iteration 17Q: 3 clusters Score -2180813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2180847.750000 Penalty: 3167.910889
	Iteration 18Q: 3 clusters Score -2180848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2180889.750000 Penalty: 3167.910889
	Iteration 19Q: 3 clusters Score -2180890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2180922.000000 Penalty: 3167.910889
	Iteration 20F: 3 clusters Score -2180922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2180935.250000 Penalty: 3167.910889
	Iteration 21Q: 3 clusters Score -2180935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2180954.750000 Penalty: 3167.910889
	Iteration 22Q: 3 clusters Score -2180955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2180963.750000 Penalty: 3167.910889
	Iteration 23Q: 3 clusters Score -2180964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2180970.250000 Penalty: 3167.910889
	Iteration 24Q: 3 clusters Score -2180970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2180984.000000 Penalty: 3167.910889
	Iteration 25Q: 3 clusters Score -2180984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2180997.500000 Penalty: 3167.910889
	Iteration 26Q: 3 clusters Score -2180998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2181005.500000 Penalty: 3167.910889
	Iteration 27Q: 3 clusters Score -2181006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2181015.250000 Penalty: 3167.910889
	Iteration 28Q: 3 clusters Score -2181015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2181016.250000 Penalty: 3167.910889
	Iteration 29Q: 3 clusters Score -2181016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2181017.250000 Penalty: 3167.910889
	Iteration 30Q: 3 clusters Score -2181017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2181018.750000 Penalty: 3167.910889
	Iteration 31Q: 3 clusters Score -2181019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2181020.250000 Penalty: 3167.910889
	Iteration 32Q: 3 clusters Score -2181020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2181021.000000 Penalty: 3167.910889
	Iteration 33Q: 3 clusters Score -2181021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2181021.000000 Penalty: 3167.910889
	Iteration 34F: 3 clusters Score -2181021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Entering Unmasked Estep 
Score: -1203495.625000 Penalty: 1495.489624
	Iteration 0F: 2 clusters Score -1203496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1196416.875000 Penalty: 2990.979248
	Iteration 0F: 3 clusters Score -1196417 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1198738.000000 Penalty: 2990.979248
	Iteration 1F: 3 clusters Score -1198738 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1199034.625000 Penalty: 2990.979248
	Iteration 2F: 3 clusters Score -1199035 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1199331.875000 Penalty: 2990.979248
	Iteration 3F: 3 clusters Score -1199332 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1199637.875000 Penalty: 2990.979248
	Iteration 4F: 3 clusters Score -1199638 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1199991.750000 Penalty: 2990.979248
	Iteration 5F: 3 clusters Score -1199992 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1200349.625000 Penalty: 2990.979248
	Iteration 6F: 3 clusters Score -1200350 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1200710.625000 Penalty: 2990.979248
	Iteration 7F: 3 clusters Score -1200711 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1201026.125000 Penalty: 2990.979248
	Iteration 8Q: 3 clusters Score -1201026 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1201255.000000 Penalty: 2990.979248
	Iteration 9Q: 3 clusters Score -1201255 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1201423.625000 Penalty: 2990.979248
	Iteration 10Q: 3 clusters Score -1201424 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1201545.500000 Penalty: 2990.979248
	Iteration 11Q: 3 clusters Score -1201546 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1201644.250000 Penalty: 2990.979248
	Iteration 12Q: 3 clusters Score -1201644 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1201731.500000 Penalty: 2990.979248
	Iteration 13Q: 3 clusters Score -1201732 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1201799.125000 Penalty: 2990.979248
	Iteration 14Q: 3 clusters Score -1201799 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1201850.125000 Penalty: 2990.979248
	Iteration 15Q: 3 clusters Score -1201850 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1201905.625000 Penalty: 2990.979248
	Iteration 16Q: 3 clusters Score -1201906 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1201948.750000 Penalty: 2990.979248
	Iteration 17Q: 3 clusters Score -1201949 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1201995.125000 Penalty: 2990.979248
	Iteration 18Q: 3 clusters Score -1201995 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1202047.250000 Penalty: 2990.979248
	Iteration 19Q: 3 clusters Score -1202047 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1202093.500000 Penalty: 2990.979248
	Iteration 20F: 3 clusters Score -1202094 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1202131.375000 Penalty: 2990.979248
	Iteration 21Q: 3 clusters Score -1202131 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1202177.250000 Penalty: 2990.979248
	Iteration 22Q: 3 clusters Score -1202177 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1202200.250000 Penalty: 2990.979248
	Iteration 23Q: 3 clusters Score -1202200 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1202225.750000 Penalty: 2990.979248
	Iteration 24Q: 3 clusters Score -1202226 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1202240.625000 Penalty: 2990.979248
	Iteration 25Q: 3 clusters Score -1202241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1202253.625000 Penalty: 2990.979248
	Iteration 26Q: 3 clusters Score -1202254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1202265.750000 Penalty: 2990.979248
	Iteration 27Q: 3 clusters Score -1202266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1202277.750000 Penalty: 2990.979248
	Iteration 28Q: 3 clusters Score -1202278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1202285.750000 Penalty: 2990.979248
	Iteration 29Q: 3 clusters Score -1202286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1202299.250000 Penalty: 2990.979248
	Iteration 30Q: 3 clusters Score -1202299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1202310.250000 Penalty: 2990.979248
	Iteration 31Q: 3 clusters Score -1202310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1202313.125000 Penalty: 2990.979248
	Iteration 32Q: 3 clusters Score -1202313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1202316.375000 Penalty: 2990.979248
	Iteration 33Q: 3 clusters Score -1202316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1202323.375000 Penalty: 2990.979248
	Iteration 34Q: 3 clusters Score -1202323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1202329.875000 Penalty: 2990.979248
	Iteration 35Q: 3 clusters Score -1202330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1202336.250000 Penalty: 2990.979248
	Iteration 36Q: 3 clusters Score -1202336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1202338.750000 Penalty: 2990.979248
	Iteration 37Q: 3 clusters Score -1202339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1202343.125000 Penalty: 2990.979248
	Iteration 38Q: 3 clusters Score -1202343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1202347.125000 Penalty: 2990.979248
	Iteration 39Q: 3 clusters Score -1202347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1202349.750000 Penalty: 2990.979248
	Iteration 40F: 3 clusters Score -1202350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1202351.000000 Penalty: 2990.979248
	Iteration 41Q: 3 clusters Score -1202351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1202354.375000 Penalty: 2990.979248
	Iteration 42Q: 3 clusters Score -1202354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1202353.875000 Penalty: 2990.979248
	Iteration 43Q: 3 clusters Score -1202354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1202357.250000 Penalty: 2990.979248
	Iteration 44Q: 3 clusters Score -1202357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1202361.750000 Penalty: 2990.979248
	Iteration 45Q: 3 clusters Score -1202362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1202362.250000 Penalty: 2990.979248
	Iteration 46Q: 3 clusters Score -1202362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1202366.625000 Penalty: 2990.979248
	Iteration 47Q: 3 clusters Score -1202367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1202368.500000 Penalty: 2990.979248
	Iteration 48Q: 3 clusters Score -1202368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1202369.625000 Penalty: 2990.979248
	Iteration 49Q: 3 clusters Score -1202370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1202374.250000 Penalty: 2990.979248
	Iteration 50Q: 3 clusters Score -1202374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1202373.250000 Penalty: 2990.979248
	Iteration 51Q: 3 clusters Score -1202373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1202371.000000 Penalty: 2990.979248
	Iteration 52Q: 3 clusters Score -1202371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1202371.750000 Penalty: 2990.979248
	Iteration 53Q: 3 clusters Score -1202372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1202372.375000 Penalty: 2990.979248
	Iteration 54Q: 3 clusters Score -1202372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1202372.375000 Penalty: 2990.979248
	Iteration 55F: 3 clusters Score -1202372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Entering Unmasked Estep 
Score: -383338.125000 Penalty: 1295.917480
	Iteration 0F: 2 clusters Score -383338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -380627.156250 Penalty: 2591.834961
	Iteration 0F: 3 clusters Score -380627.2 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -381226.718750 Penalty: 2591.834961
	Iteration 1F: 3 clusters Score -381226.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -381357.625000 Penalty: 2591.834961
	Iteration 2F: 3 clusters Score -381357.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -381437.937500 Penalty: 2591.834961
	Iteration 3F: 3 clusters Score -381437.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -381484.281250 Penalty: 2591.834961
	Iteration 4Q: 3 clusters Score -381484.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -381518.718750 Penalty: 2591.834961
	Iteration 5Q: 3 clusters Score -381518.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -381545.750000 Penalty: 2591.834961
	Iteration 6Q: 3 clusters Score -381545.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -381566.625000 Penalty: 2591.834961
	Iteration 7Q: 3 clusters Score -381566.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -381579.281250 Penalty: 2591.834961
	Iteration 8Q: 3 clusters Score -381579.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -381595.500000 Penalty: 2591.834961
	Iteration 9Q: 3 clusters Score -381595.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -381608.937500 Penalty: 2591.834961
	Iteration 10Q: 3 clusters Score -381608.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -381621.062500 Penalty: 2591.834961
	Iteration 11Q: 3 clusters Score -381621.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -381630.031250 Penalty: 2591.834961
	Iteration 12Q: 3 clusters Score -381630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -381641.437500 Penalty: 2591.834961
	Iteration 13Q: 3 clusters Score -381641.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -381651.093750 Penalty: 2591.834961
	Iteration 14Q: 3 clusters Score -381651.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -381658.968750 Penalty: 2591.834961
	Iteration 15Q: 3 clusters Score -381659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -381664.593750 Penalty: 2591.834961
	Iteration 16Q: 3 clusters Score -381664.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -381668.000000 Penalty: 2591.834961
	Iteration 17Q: 3 clusters Score -381668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -381669.968750 Penalty: 2591.834961
	Iteration 18Q: 3 clusters Score -381670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -381671.312500 Penalty: 2591.834961
	Iteration 19Q: 3 clusters Score -381671.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -381673.218750 Penalty: 2591.834961
	Iteration 20F: 3 clusters Score -381673.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -381675.593750 Penalty: 2591.834961
	Iteration 21Q: 3 clusters Score -381675.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -381678.843750 Penalty: 2591.834961
	Iteration 22Q: 3 clusters Score -381678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -381681.156250 Penalty: 2591.834961
	Iteration 23Q: 3 clusters Score -381681.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -381682.468750 Penalty: 2591.834961
	Iteration 24Q: 3 clusters Score -381682.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -381686.687500 Penalty: 2591.834961
	Iteration 25Q: 3 clusters Score -381686.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -381690.875000 Penalty: 2591.834961
	Iteration 26Q: 3 clusters Score -381690.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -381694.062500 Penalty: 2591.834961
	Iteration 27Q: 3 clusters Score -381694.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -381696.656250 Penalty: 2591.834961
	Iteration 28Q: 3 clusters Score -381696.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -381699.906250 Penalty: 2591.834961
	Iteration 29Q: 3 clusters Score -381699.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -381702.031250 Penalty: 2591.834961
	Iteration 30Q: 3 clusters Score -381702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -381704.093750 Penalty: 2591.834961
	Iteration 31Q: 3 clusters Score -381704.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -381706.843750 Penalty: 2591.834961
	Iteration 32Q: 3 clusters Score -381706.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -381709.656250 Penalty: 2591.834961
	Iteration 33Q: 3 clusters Score -381709.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -381712.093750 Penalty: 2591.834961
	Iteration 34Q: 3 clusters Score -381712.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -381714.687500 Penalty: 2591.834961
	Iteration 35Q: 3 clusters Score -381714.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -381717.156250 Penalty: 2591.834961
	Iteration 36Q: 3 clusters Score -381717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -381718.156250 Penalty: 2591.834961
	Iteration 37Q: 3 clusters Score -381718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -381719.843750 Penalty: 2591.834961
	Iteration 38Q: 3 clusters Score -381719.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -381721.562500 Penalty: 2591.834961
	Iteration 39Q: 3 clusters Score -381721.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -381722.343750 Penalty: 2591.834961
	Iteration 40F: 3 clusters Score -381722.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -381724.531250 Penalty: 2591.834961
	Iteration 41Q: 3 clusters Score -381724.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -381727.625000 Penalty: 2591.834961
	Iteration 42Q: 3 clusters Score -381727.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -381730.500000 Penalty: 2591.834961
	Iteration 43Q: 3 clusters Score -381730.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -381734.000000 Penalty: 2591.834961
	Iteration 44Q: 3 clusters Score -381734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -381735.812500 Penalty: 2591.834961
	Iteration 45Q: 3 clusters Score -381735.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -381738.187500 Penalty: 2591.834961
	Iteration 46Q: 3 clusters Score -381738.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -381740.125000 Penalty: 2591.834961
	Iteration 47Q: 3 clusters Score -381740.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -381740.750000 Penalty: 2591.834961
	Iteration 48Q: 3 clusters Score -381740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -381741.375000 Penalty: 2591.834961
	Iteration 49Q: 3 clusters Score -381741.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -381742.500000 Penalty: 2591.834961
	Iteration 50Q: 3 clusters Score -381742.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -381744.656250 Penalty: 2591.834961
	Iteration 51Q: 3 clusters Score -381744.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -381745.906250 Penalty: 2591.834961
	Iteration 52Q: 3 clusters Score -381745.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -381746.531250 Penalty: 2591.834961
	Iteration 53Q: 3 clusters Score -381746.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -381746.000000 Penalty: 2591.834961
	Iteration 54Q: 3 clusters Score -381746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -381747.000000 Penalty: 2591.834961
	Iteration 55Q: 3 clusters Score -381747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -381746.656250 Penalty: 2591.834961
	Iteration 56Q: 3 clusters Score -381746.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -381747.937500 Penalty: 2591.834961
	Iteration 57Q: 3 clusters Score -381747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -381748.187500 Penalty: 2591.834961
	Iteration 58Q: 3 clusters Score -381748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -381748.593750 Penalty: 2591.834961
	Iteration 59Q: 3 clusters Score -381748.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -381748.593750 Penalty: 2591.834961
	Iteration 60F: 3 clusters Score -381748.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (132051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132051 members 
Entering Unmasked Estep 
Score: -16849248.000000 Penalty: 1916.028320
	Iteration 0F: 2 clusters Score -1.684925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66285 members 
Mstep: Class 2 contains 65766 members 
Entering Unmasked Estep 
Score: -16765937.000000 Penalty: 3832.056641
	Iteration 0F: 3 clusters Score -1.676594e+07 nChanged 63351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -16803186.000000 Penalty: 3832.056641
	Iteration 1F: 3 clusters Score -1.680319e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 59139 members 
Entering Unmasked Estep 
Score: -16804486.000000 Penalty: 3832.056641
	Iteration 2Q: 3 clusters Score -1.680449e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -16806502.000000 Penalty: 3832.056641
	Iteration 3Q: 3 clusters Score -1.68065e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -16809808.000000 Penalty: 3832.056641
	Iteration 4F: 3 clusters Score -1.680981e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88513 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -16815244.000000 Penalty: 3832.056641
	Iteration 5F: 3 clusters Score -1.681524e+07 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95676 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -16822312.000000 Penalty: 3832.056641
	Iteration 6F: 3 clusters Score -1.682231e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101540 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -16829736.000000 Penalty: 3832.056641
	Iteration 7F: 3 clusters Score -1.682974e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105158 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -16835434.000000 Penalty: 3832.056641
	Iteration 8F: 3 clusters Score -1.683543e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106940 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -16838522.000000 Penalty: 3832.056641
	Iteration 9Q: 3 clusters Score -1.683852e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108052 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -16840032.000000 Penalty: 3832.056641
	Iteration 10Q: 3 clusters Score -1.684003e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109018 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -16841082.000000 Penalty: 3832.056641
	Iteration 11Q: 3 clusters Score -1.684108e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109953 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -16842246.000000 Penalty: 3832.056641
	Iteration 12Q: 3 clusters Score -1.684225e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110915 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -16843442.000000 Penalty: 3832.056641
	Iteration 13Q: 3 clusters Score -1.684344e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111942 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -16844656.000000 Penalty: 3832.056641
	Iteration 14Q: 3 clusters Score -1.684466e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112915 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -16845716.000000 Penalty: 3832.056641
	Iteration 15Q: 3 clusters Score -1.684572e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113911 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -16846772.000000 Penalty: 3832.056641
	Iteration 16Q: 3 clusters Score -1.684677e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114817 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -16847800.000000 Penalty: 3832.056641
	Iteration 17Q: 3 clusters Score -1.68478e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115625 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -16848464.000000 Penalty: 3832.056641
	Iteration 18Q: 3 clusters Score -1.684846e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116323 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -16848930.000000 Penalty: 3832.056641
	Iteration 19Q: 3 clusters Score -1.684893e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116911 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -16849236.000000 Penalty: 3832.056641
	Iteration 20F: 3 clusters Score -1.684924e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -16849472.000000 Penalty: 3832.056641
	Iteration 21Q: 3 clusters Score -1.684947e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117907 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -16849622.000000 Penalty: 3832.056641
	Iteration 22Q: 3 clusters Score -1.684962e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118318 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -16849654.000000 Penalty: 3832.056641
	Iteration 23Q: 3 clusters Score -1.684965e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118708 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -16849740.000000 Penalty: 3832.056641
	Iteration 24Q: 3 clusters Score -1.684974e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119106 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -16849756.000000 Penalty: 3832.056641
	Iteration 25Q: 3 clusters Score -1.684976e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119485 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -16849800.000000 Penalty: 3832.056641
	Iteration 26Q: 3 clusters Score -1.68498e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119867 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -16849788.000000 Penalty: 3832.056641
	Iteration 27Q: 3 clusters Score -1.684979e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120226 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -16849804.000000 Penalty: 3832.056641
	Iteration 28Q: 3 clusters Score -1.68498e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120578 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -16849808.000000 Penalty: 3832.056641
	Iteration 29Q: 3 clusters Score -1.684981e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120902 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -16849816.000000 Penalty: 3832.056641
	Iteration 30Q: 3 clusters Score -1.684982e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121244 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -16849788.000000 Penalty: 3832.056641
	Iteration 31Q: 3 clusters Score -1.684979e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121563 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -16849766.000000 Penalty: 3832.056641
	Iteration 32Q: 3 clusters Score -1.684977e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121877 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -16849728.000000 Penalty: 3832.056641
	Iteration 33Q: 3 clusters Score -1.684973e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122186 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -16849760.000000 Penalty: 3832.056641
	Iteration 34Q: 3 clusters Score -1.684976e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122481 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -16849762.000000 Penalty: 3832.056641
	Iteration 35Q: 3 clusters Score -1.684976e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122767 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -16849756.000000 Penalty: 3832.056641
	Iteration 36Q: 3 clusters Score -1.684976e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123040 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -16849742.000000 Penalty: 3832.056641
	Iteration 37Q: 3 clusters Score -1.684974e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123285 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -16849708.000000 Penalty: 3832.056641
	Iteration 38Q: 3 clusters Score -1.684971e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123508 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -16849696.000000 Penalty: 3832.056641
	Iteration 39Q: 3 clusters Score -1.68497e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123733 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -16849676.000000 Penalty: 3832.056641
	Iteration 40F: 3 clusters Score -1.684968e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123959 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -16849626.000000 Penalty: 3832.056641
	Iteration 41Q: 3 clusters Score -1.684963e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124169 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -16849620.000000 Penalty: 3832.056641
	Iteration 42Q: 3 clusters Score -1.684962e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124386 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -16849616.000000 Penalty: 3832.056641
	Iteration 43Q: 3 clusters Score -1.684962e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124599 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -16849536.000000 Penalty: 3832.056641
	Iteration 44Q: 3 clusters Score -1.684954e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124796 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -16849524.000000 Penalty: 3832.056641
	Iteration 45Q: 3 clusters Score -1.684952e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124975 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -16849530.000000 Penalty: 3832.056641
	Iteration 46Q: 3 clusters Score -1.684953e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125140 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -16849518.000000 Penalty: 3832.056641
	Iteration 47Q: 3 clusters Score -1.684952e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125278 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -16849534.000000 Penalty: 3832.056641
	Iteration 48Q: 3 clusters Score -1.684953e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125418 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -16849514.000000 Penalty: 3832.056641
	Iteration 49Q: 3 clusters Score -1.684951e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125545 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -16849526.000000 Penalty: 3832.056641
	Iteration 50Q: 3 clusters Score -1.684953e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125657 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -16849504.000000 Penalty: 3832.056641
	Iteration 51Q: 3 clusters Score -1.68495e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125762 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -16849488.000000 Penalty: 3832.056641
	Iteration 52Q: 3 clusters Score -1.684949e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125857 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -16849490.000000 Penalty: 3832.056641
	Iteration 53Q: 3 clusters Score -1.684949e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125948 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -16849446.000000 Penalty: 3832.056641
	Iteration 54Q: 3 clusters Score -1.684945e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126033 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -16849456.000000 Penalty: 3832.056641
	Iteration 55Q: 3 clusters Score -1.684946e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126110 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -16849432.000000 Penalty: 3832.056641
	Iteration 56Q: 3 clusters Score -1.684943e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126184 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -16849426.000000 Penalty: 3832.056641
	Iteration 57Q: 3 clusters Score -1.684943e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126253 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -16849426.000000 Penalty: 3832.056641
	Iteration 58Q: 3 clusters Score -1.684943e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126309 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -16849422.000000 Penalty: 3832.056641
	Iteration 59Q: 3 clusters Score -1.684942e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126357 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -16849414.000000 Penalty: 3832.056641
	Iteration 60F: 3 clusters Score -1.684941e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126399 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -16849426.000000 Penalty: 3832.056641
	Iteration 61Q: 3 clusters Score -1.684943e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126437 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -16849414.000000 Penalty: 3832.056641
	Iteration 62Q: 3 clusters Score -1.684941e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126479 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -16849402.000000 Penalty: 3832.056641
	Iteration 63Q: 3 clusters Score -1.68494e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126520 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -16849400.000000 Penalty: 3832.056641
	Iteration 64Q: 3 clusters Score -1.68494e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126549 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -16849392.000000 Penalty: 3832.056641
	Iteration 65Q: 3 clusters Score -1.684939e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126577 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -16849392.000000 Penalty: 3832.056641
	Iteration 66Q: 3 clusters Score -1.684939e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126610 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -16849390.000000 Penalty: 3832.056641
	Iteration 67Q: 3 clusters Score -1.684939e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126647 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -16849418.000000 Penalty: 3832.056641
	Iteration 68Q: 3 clusters Score -1.684942e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126678 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -16849426.000000 Penalty: 3832.056641
	Iteration 69Q: 3 clusters Score -1.684943e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126711 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -16849414.000000 Penalty: 3832.056641
	Iteration 70Q: 3 clusters Score -1.684941e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126730 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -16849414.000000 Penalty: 3832.056641
	Iteration 71Q: 3 clusters Score -1.684941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126746 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -16849424.000000 Penalty: 3832.056641
	Iteration 72Q: 3 clusters Score -1.684942e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126773 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -16849420.000000 Penalty: 3832.056641
	Iteration 73Q: 3 clusters Score -1.684942e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126799 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -16849404.000000 Penalty: 3832.056641
	Iteration 74Q: 3 clusters Score -1.68494e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126828 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -16849414.000000 Penalty: 3832.056641
	Iteration 75Q: 3 clusters Score -1.684941e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126862 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -16849382.000000 Penalty: 3832.056641
	Iteration 76Q: 3 clusters Score -1.684938e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126892 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -16849398.000000 Penalty: 3832.056641
	Iteration 77Q: 3 clusters Score -1.68494e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126922 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -16849406.000000 Penalty: 3832.056641
	Iteration 78Q: 3 clusters Score -1.684941e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126946 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -16849416.000000 Penalty: 3832.056641
	Iteration 79Q: 3 clusters Score -1.684942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126970 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -16849400.000000 Penalty: 3832.056641
	Iteration 80F: 3 clusters Score -1.68494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126997 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -16849406.000000 Penalty: 3832.056641
	Iteration 81Q: 3 clusters Score -1.684941e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127017 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -16849418.000000 Penalty: 3832.056641
	Iteration 82Q: 3 clusters Score -1.684942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127037 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -16849414.000000 Penalty: 3832.056641
	Iteration 83Q: 3 clusters Score -1.684941e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127059 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -16849418.000000 Penalty: 3832.056641
	Iteration 84Q: 3 clusters Score -1.684942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127079 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -16849430.000000 Penalty: 3832.056641
	Iteration 85Q: 3 clusters Score -1.684943e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127095 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -16849416.000000 Penalty: 3832.056641
	Iteration 86Q: 3 clusters Score -1.684942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127107 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -16849430.000000 Penalty: 3832.056641
	Iteration 87Q: 3 clusters Score -1.684943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127120 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -16849426.000000 Penalty: 3832.056641
	Iteration 88Q: 3 clusters Score -1.684943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127128 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -16849418.000000 Penalty: 3832.056641
	Iteration 89Q: 3 clusters Score -1.684942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127136 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -16849412.000000 Penalty: 3832.056641
	Iteration 90Q: 3 clusters Score -1.684941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127143 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -16849412.000000 Penalty: 3832.056641
	Iteration 91Q: 3 clusters Score -1.684941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127150 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -16849404.000000 Penalty: 3832.056641
	Iteration 92Q: 3 clusters Score -1.68494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127155 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -16849408.000000 Penalty: 3832.056641
	Iteration 93Q: 3 clusters Score -1.684941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127158 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -16849406.000000 Penalty: 3832.056641
	Iteration 94Q: 3 clusters Score -1.684941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127164 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -16849406.000000 Penalty: 3832.056641
	Iteration 95Q: 3 clusters Score -1.684941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127169 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -16849402.000000 Penalty: 3832.056641
	Iteration 96Q: 3 clusters Score -1.68494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127170 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -16849408.000000 Penalty: 3832.056641
	Iteration 97Q: 3 clusters Score -1.684941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127172 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -16849406.000000 Penalty: 3832.056641
	Iteration 98Q: 3 clusters Score -1.684941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127173 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -16849404.000000 Penalty: 3832.056641
	Iteration 99Q: 3 clusters Score -1.68494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127174 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -16849404.000000 Penalty: 3832.056641
	Iteration 100F: 3 clusters Score -1.68494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86490 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 54904 members 
Mstep: Class 11 contains 140016 members 
Mstep: Class 12 contains 36876 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3253 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53224 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4624 members 
Mstep: Class 27 contains 36499 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121592 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17110 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 127174 members 
Mstep: Class 35 contains 233 members 
Mstep: Class 36 contains 4877 members 
Entering Unmasked Estep 
Score: -108944824.000000 Penalty: 80105.234375
Splitting cluster 34 changes total score from -108945120.000000 to -108944824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -13799.176758 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -13799.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13251.326172 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -13251.33 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13619.174805 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -13619.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13645.971680 Penalty: 1771.587524
	Iteration 2Q: 3 clusters Score -13645.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13675.828125 Penalty: 1771.587524
	Iteration 3Q: 3 clusters Score -13675.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13681.168945 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -13681.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13681.168945 Penalty: 1771.587524
	Iteration 5F: 3 clusters Score -13681.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86490 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 54904 members 
Mstep: Class 11 contains 140016 members 
Mstep: Class 12 contains 36876 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3253 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53224 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4624 members 
Mstep: Class 27 contains 36499 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121592 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17110 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132051 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945136.000000 Penalty: 77880.085938
Iteration 399Q: 36 clusters Score -1.089451e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86490 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 54906 members 
Mstep: Class 11 contains 140016 members 
Mstep: Class 12 contains 36876 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3260 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53223 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4623 members 
Mstep: Class 27 contains 36499 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121594 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17110 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132042 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945136.000000 Penalty: 77880.085938
Iteration 400F: 36 clusters Score -1.089451e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86490 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 54905 members 
Mstep: Class 11 contains 140015 members 
Mstep: Class 12 contains 36876 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3260 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53223 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4623 members 
Mstep: Class 27 contains 36499 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121597 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17110 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132041 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945144.000000 Penalty: 77880.085938
Iteration 401Q: 36 clusters Score -1.089451e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86491 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 54905 members 
Mstep: Class 11 contains 140012 members 
Mstep: Class 12 contains 36875 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3262 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53223 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4623 members 
Mstep: Class 27 contains 36499 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121597 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17110 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132042 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945152.000000 Penalty: 77880.085938
Iteration 402Q: 36 clusters Score -1.089452e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86491 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 54905 members 
Mstep: Class 11 contains 140012 members 
Mstep: Class 12 contains 36874 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3265 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53223 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4623 members 
Mstep: Class 27 contains 36499 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121597 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17110 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132040 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945152.000000 Penalty: 77880.085938
Iteration 403Q: 36 clusters Score -1.089452e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86491 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 54905 members 
Mstep: Class 11 contains 140013 members 
Mstep: Class 12 contains 36872 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3266 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53223 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4623 members 
Mstep: Class 27 contains 36499 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121597 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17110 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132040 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945176.000000 Penalty: 77880.085938
Iteration 404Q: 36 clusters Score -1.089452e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86491 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 54905 members 
Mstep: Class 11 contains 140013 members 
Mstep: Class 12 contains 36870 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3267 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53223 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4623 members 
Mstep: Class 27 contains 36499 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121598 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17110 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132040 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945152.000000 Penalty: 77880.085938
Iteration 405Q: 36 clusters Score -1.089452e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86491 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 54905 members 
Mstep: Class 11 contains 140013 members 
Mstep: Class 12 contains 36870 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3267 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53223 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4623 members 
Mstep: Class 27 contains 36499 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121598 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17110 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132040 members 
Mstep: Class 35 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945152.000000 Penalty: 77880.085938
Iteration 406F: 36 clusters Score -1.089452e+08 nChanged 0
Entering ConstructFrom: 
Score: -108945152.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (20995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Entering Unmasked Estep 
Score: -2636403.750000 Penalty: 1617.206421
	Iteration 0F: 2 clusters Score -2636404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2622073.000000 Penalty: 3234.412842
	Iteration 0F: 3 clusters Score -2622073 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2627309.250000 Penalty: 3234.412842
	Iteration 1F: 3 clusters Score -2627309 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2627654.500000 Penalty: 3234.412842
	Iteration 2Q: 3 clusters Score -2627654 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2628014.250000 Penalty: 3234.412842
	Iteration 3Q: 3 clusters Score -2628014 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2628441.250000 Penalty: 3234.412842
	Iteration 4Q: 3 clusters Score -2628441 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2629006.750000 Penalty: 3234.412842
	Iteration 5F: 3 clusters Score -2629007 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2629764.500000 Penalty: 3234.412842
	Iteration 6F: 3 clusters Score -2629764 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2630768.750000 Penalty: 3234.412842
	Iteration 7F: 3 clusters Score -2630769 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2631978.250000 Penalty: 3234.412842
	Iteration 8F: 3 clusters Score -2631978 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2633162.750000 Penalty: 3234.412842
	Iteration 9F: 3 clusters Score -2633163 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2634005.250000 Penalty: 3234.412842
	Iteration 10Q: 3 clusters Score -2634005 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2634546.000000 Penalty: 3234.412842
	Iteration 11Q: 3 clusters Score -2634546 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2634827.750000 Penalty: 3234.412842
	Iteration 12Q: 3 clusters Score -2634828 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2634942.750000 Penalty: 3234.412842
	Iteration 13Q: 3 clusters Score -2634943 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2634977.000000 Penalty: 3234.412842
	Iteration 14Q: 3 clusters Score -2634977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2634999.250000 Penalty: 3234.412842
	Iteration 15Q: 3 clusters Score -2634999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2635018.750000 Penalty: 3234.412842
	Iteration 16Q: 3 clusters Score -2635019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2635030.000000 Penalty: 3234.412842
	Iteration 17Q: 3 clusters Score -2635030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2635029.000000 Penalty: 3234.412842
	Iteration 18Q: 3 clusters Score -2635029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2635029.000000 Penalty: 3234.412842
	Iteration 19F: 3 clusters Score -2635029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Entering Unmasked Estep 
Score: -594826.750000 Penalty: 1374.265503
	Iteration 0F: 2 clusters Score -594826.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -591025.812500 Penalty: 2748.531006
	Iteration 0F: 3 clusters Score -591025.8 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -592039.250000 Penalty: 2748.531006
	Iteration 1F: 3 clusters Score -592039.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -592222.312500 Penalty: 2748.531006
	Iteration 2F: 3 clusters Score -592222.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -592380.937500 Penalty: 2748.531006
	Iteration 3F: 3 clusters Score -592380.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -592517.625000 Penalty: 2748.531006
	Iteration 4Q: 3 clusters Score -592517.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -592630.937500 Penalty: 2748.531006
	Iteration 5Q: 3 clusters Score -592630.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -592728.250000 Penalty: 2748.531006
	Iteration 6Q: 3 clusters Score -592728.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -592808.812500 Penalty: 2748.531006
	Iteration 7Q: 3 clusters Score -592808.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -592868.062500 Penalty: 2748.531006
	Iteration 8Q: 3 clusters Score -592868.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -592920.500000 Penalty: 2748.531006
	Iteration 9Q: 3 clusters Score -592920.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -592969.125000 Penalty: 2748.531006
	Iteration 10Q: 3 clusters Score -592969.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -593023.125000 Penalty: 2748.531006
	Iteration 11Q: 3 clusters Score -593023.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -593081.187500 Penalty: 2748.531006
	Iteration 12Q: 3 clusters Score -593081.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -593145.750000 Penalty: 2748.531006
	Iteration 13Q: 3 clusters Score -593145.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -593216.187500 Penalty: 2748.531006
	Iteration 14Q: 3 clusters Score -593216.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -593282.562500 Penalty: 2748.531006
	Iteration 15Q: 3 clusters Score -593282.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -593331.437500 Penalty: 2748.531006
	Iteration 16Q: 3 clusters Score -593331.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -593376.125000 Penalty: 2748.531006
	Iteration 17Q: 3 clusters Score -593376.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -593404.437500 Penalty: 2748.531006
	Iteration 18Q: 3 clusters Score -593404.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -593422.375000 Penalty: 2748.531006
	Iteration 19Q: 3 clusters Score -593422.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -593447.312500 Penalty: 2748.531006
	Iteration 20F: 3 clusters Score -593447.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -593478.250000 Penalty: 2748.531006
	Iteration 21Q: 3 clusters Score -593478.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -593500.125000 Penalty: 2748.531006
	Iteration 22Q: 3 clusters Score -593500.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -593524.625000 Penalty: 2748.531006
	Iteration 23Q: 3 clusters Score -593524.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -593546.500000 Penalty: 2748.531006
	Iteration 24Q: 3 clusters Score -593546.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -593562.750000 Penalty: 2748.531006
	Iteration 25Q: 3 clusters Score -593562.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -593573.375000 Penalty: 2748.531006
	Iteration 26Q: 3 clusters Score -593573.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -593578.875000 Penalty: 2748.531006
	Iteration 27Q: 3 clusters Score -593578.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -593584.437500 Penalty: 2748.531006
	Iteration 28Q: 3 clusters Score -593584.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -593589.187500 Penalty: 2748.531006
	Iteration 29Q: 3 clusters Score -593589.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -593592.687500 Penalty: 2748.531006
	Iteration 30Q: 3 clusters Score -593592.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -593597.062500 Penalty: 2748.531006
	Iteration 31Q: 3 clusters Score -593597.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -593598.937500 Penalty: 2748.531006
	Iteration 32Q: 3 clusters Score -593598.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -593604.750000 Penalty: 2748.531006
	Iteration 33Q: 3 clusters Score -593604.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -593612.937500 Penalty: 2748.531006
	Iteration 34Q: 3 clusters Score -593612.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -593620.437500 Penalty: 2748.531006
	Iteration 35Q: 3 clusters Score -593620.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -593623.750000 Penalty: 2748.531006
	Iteration 36Q: 3 clusters Score -593623.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -593629.437500 Penalty: 2748.531006
	Iteration 37Q: 3 clusters Score -593629.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -593632.562500 Penalty: 2748.531006
	Iteration 38Q: 3 clusters Score -593632.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -593635.062500 Penalty: 2748.531006
	Iteration 39Q: 3 clusters Score -593635.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -593637.000000 Penalty: 2748.531006
	Iteration 40F: 3 clusters Score -593637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -593640.062500 Penalty: 2748.531006
	Iteration 41Q: 3 clusters Score -593640.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -593643.750000 Penalty: 2748.531006
	Iteration 42Q: 3 clusters Score -593643.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -593646.187500 Penalty: 2748.531006
	Iteration 43Q: 3 clusters Score -593646.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -593648.000000 Penalty: 2748.531006
	Iteration 44Q: 3 clusters Score -593648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -593653.000000 Penalty: 2748.531006
	Iteration 45Q: 3 clusters Score -593653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -593657.750000 Penalty: 2748.531006
	Iteration 46Q: 3 clusters Score -593657.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -593660.125000 Penalty: 2748.531006
	Iteration 47Q: 3 clusters Score -593660.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -593663.625000 Penalty: 2748.531006
	Iteration 48Q: 3 clusters Score -593663.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -593667.625000 Penalty: 2748.531006
	Iteration 49Q: 3 clusters Score -593667.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -593673.687500 Penalty: 2748.531006
	Iteration 50Q: 3 clusters Score -593673.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -593678.437500 Penalty: 2748.531006
	Iteration 51Q: 3 clusters Score -593678.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -593681.500000 Penalty: 2748.531006
	Iteration 52Q: 3 clusters Score -593681.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -593686.312500 Penalty: 2748.531006
	Iteration 53Q: 3 clusters Score -593686.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -593688.750000 Penalty: 2748.531006
	Iteration 54Q: 3 clusters Score -593688.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -593689.125000 Penalty: 2748.531006
	Iteration 55Q: 3 clusters Score -593689.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -593689.500000 Penalty: 2748.531006
	Iteration 56Q: 3 clusters Score -593689.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -593692.625000 Penalty: 2748.531006
	Iteration 57Q: 3 clusters Score -593692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -593694.375000 Penalty: 2748.531006
	Iteration 58Q: 3 clusters Score -593694.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -593696.312500 Penalty: 2748.531006
	Iteration 59Q: 3 clusters Score -593696.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -593697.437500 Penalty: 2748.531006
	Iteration 60F: 3 clusters Score -593697.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -593697.437500 Penalty: 2748.531006
	Iteration 61Q: 3 clusters Score -593697.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -593699.375000 Penalty: 2748.531006
	Iteration 62Q: 3 clusters Score -593699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -593700.187500 Penalty: 2748.531006
	Iteration 63Q: 3 clusters Score -593700.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -593701.875000 Penalty: 2748.531006
	Iteration 64Q: 3 clusters Score -593701.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -593701.500000 Penalty: 2748.531006
	Iteration 65Q: 3 clusters Score -593701.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -593702.125000 Penalty: 2748.531006
	Iteration 66Q: 3 clusters Score -593702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -593704.250000 Penalty: 2748.531006
	Iteration 67Q: 3 clusters Score -593704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -593704.750000 Penalty: 2748.531006
	Iteration 68Q: 3 clusters Score -593704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -593706.250000 Penalty: 2748.531006
	Iteration 69Q: 3 clusters Score -593706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -593707.750000 Penalty: 2748.531006
	Iteration 70Q: 3 clusters Score -593707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -593707.187500 Penalty: 2748.531006
	Iteration 71Q: 3 clusters Score -593707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -593707.187500 Penalty: 2748.531006
	Iteration 72Q: 3 clusters Score -593707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -593707.187500 Penalty: 2748.531006
	Iteration 73F: 3 clusters Score -593707.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -47626.894531 Penalty: 999.126160
	Iteration 0F: 2 clusters Score -47626.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46742.246094 Penalty: 1998.252319
	Iteration 0F: 3 clusters Score -46742.25 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47019.820312 Penalty: 1998.252319
	Iteration 1F: 3 clusters Score -47019.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47113.339844 Penalty: 1998.252319
	Iteration 2F: 3 clusters Score -47113.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47164.281250 Penalty: 1998.252319
	Iteration 3Q: 3 clusters Score -47164.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47209.433594 Penalty: 1998.252319
	Iteration 4Q: 3 clusters Score -47209.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -47226.808594 Penalty: 1998.252319
	Iteration 5Q: 3 clusters Score -47226.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -47275.773438 Penalty: 1998.252319
	Iteration 6Q: 3 clusters Score -47275.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -47299.398438 Penalty: 1998.252319
	Iteration 7Q: 3 clusters Score -47299.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -47313.105469 Penalty: 1998.252319
	Iteration 8Q: 3 clusters Score -47313.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -47318.898438 Penalty: 1998.252319
	Iteration 9Q: 3 clusters Score -47318.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -47323.011719 Penalty: 1998.252319
	Iteration 10Q: 3 clusters Score -47323.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -47324.843750 Penalty: 1998.252319
	Iteration 11Q: 3 clusters Score -47324.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -47326.925781 Penalty: 1998.252319
	Iteration 12Q: 3 clusters Score -47326.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -47330.734375 Penalty: 1998.252319
	Iteration 13Q: 3 clusters Score -47330.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -47333.250000 Penalty: 1998.252319
	Iteration 14Q: 3 clusters Score -47333.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -47333.250000 Penalty: 1998.252319
	Iteration 15F: 3 clusters Score -47333.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Entering Unmasked Estep 
Score: -2489330.750000 Penalty: 1604.994141
	Iteration 0F: 2 clusters Score -2489331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2476018.500000 Penalty: 3209.988281
	Iteration 0F: 3 clusters Score -2476018 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2480866.500000 Penalty: 3209.988281
	Iteration 1F: 3 clusters Score -2480866 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2481250.750000 Penalty: 3209.988281
	Iteration 2F: 3 clusters Score -2481251 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2481641.500000 Penalty: 3209.988281
	Iteration 3Q: 3 clusters Score -2481642 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2482090.250000 Penalty: 3209.988281
	Iteration 4F: 3 clusters Score -2482090 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2482627.250000 Penalty: 3209.988281
	Iteration 5F: 3 clusters Score -2482627 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2483295.750000 Penalty: 3209.988281
	Iteration 6F: 3 clusters Score -2483296 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2484126.750000 Penalty: 3209.988281
	Iteration 7F: 3 clusters Score -2484127 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2485031.250000 Penalty: 3209.988281
	Iteration 8F: 3 clusters Score -2485031 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2485877.500000 Penalty: 3209.988281
	Iteration 9F: 3 clusters Score -2485878 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2486570.500000 Penalty: 3209.988281
	Iteration 10Q: 3 clusters Score -2486570 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2487103.500000 Penalty: 3209.988281
	Iteration 11Q: 3 clusters Score -2487104 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2487454.750000 Penalty: 3209.988281
	Iteration 12Q: 3 clusters Score -2487455 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2487656.750000 Penalty: 3209.988281
	Iteration 13Q: 3 clusters Score -2487657 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2487794.750000 Penalty: 3209.988281
	Iteration 14Q: 3 clusters Score -2487795 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2487843.000000 Penalty: 3209.988281
	Iteration 15Q: 3 clusters Score -2487843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2487876.750000 Penalty: 3209.988281
	Iteration 16Q: 3 clusters Score -2487877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2487892.250000 Penalty: 3209.988281
	Iteration 17Q: 3 clusters Score -2487892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2487909.250000 Penalty: 3209.988281
	Iteration 18Q: 3 clusters Score -2487909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2487918.000000 Penalty: 3209.988281
	Iteration 19Q: 3 clusters Score -2487918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2487921.750000 Penalty: 3209.988281
	Iteration 20F: 3 clusters Score -2487922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2487927.500000 Penalty: 3209.988281
	Iteration 21Q: 3 clusters Score -2487928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2487932.750000 Penalty: 3209.988281
	Iteration 22Q: 3 clusters Score -2487933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2487934.500000 Penalty: 3209.988281
	Iteration 23Q: 3 clusters Score -2487934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2487936.750000 Penalty: 3209.988281
	Iteration 24Q: 3 clusters Score -2487937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2487934.500000 Penalty: 3209.988281
	Iteration 25Q: 3 clusters Score -2487934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2487934.500000 Penalty: 3209.988281
	Iteration 26F: 3 clusters Score -2487934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Entering Unmasked Estep 
Score: -169080.078125 Penalty: 1177.650635
	Iteration 0F: 2 clusters Score -169080.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -167405.156250 Penalty: 2355.301270
	Iteration 0F: 3 clusters Score -167405.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -167777.218750 Penalty: 2355.301270
	Iteration 1F: 3 clusters Score -167777.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -167882.984375 Penalty: 2355.301270
	Iteration 2F: 3 clusters Score -167883 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -167934.718750 Penalty: 2355.301270
	Iteration 3Q: 3 clusters Score -167934.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -167951.031250 Penalty: 2355.301270
	Iteration 4Q: 3 clusters Score -167951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -167969.843750 Penalty: 2355.301270
	Iteration 5Q: 3 clusters Score -167969.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -167987.359375 Penalty: 2355.301270
	Iteration 6Q: 3 clusters Score -167987.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -168000.187500 Penalty: 2355.301270
	Iteration 7Q: 3 clusters Score -168000.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -168011.968750 Penalty: 2355.301270
	Iteration 8Q: 3 clusters Score -168012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -168023.734375 Penalty: 2355.301270
	Iteration 9Q: 3 clusters Score -168023.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -168030.640625 Penalty: 2355.301270
	Iteration 10Q: 3 clusters Score -168030.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -168036.281250 Penalty: 2355.301270
	Iteration 11Q: 3 clusters Score -168036.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -168040.406250 Penalty: 2355.301270
	Iteration 12Q: 3 clusters Score -168040.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -168042.562500 Penalty: 2355.301270
	Iteration 13Q: 3 clusters Score -168042.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -168046.937500 Penalty: 2355.301270
	Iteration 14Q: 3 clusters Score -168046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -168051.203125 Penalty: 2355.301270
	Iteration 15Q: 3 clusters Score -168051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -168053.000000 Penalty: 2355.301270
	Iteration 16Q: 3 clusters Score -168053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -168054.453125 Penalty: 2355.301270
	Iteration 17Q: 3 clusters Score -168054.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -168055.406250 Penalty: 2355.301270
	Iteration 18Q: 3 clusters Score -168055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -168055.437500 Penalty: 2355.301270
	Iteration 19Q: 3 clusters Score -168055.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -168055.437500 Penalty: 2355.301270
	Iteration 20F: 3 clusters Score -168055.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Entering Unmasked Estep 
Score: -3590074.750000 Penalty: 1665.880249
	Iteration 0F: 2 clusters Score -3590075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3571030.500000 Penalty: 3331.760498
	Iteration 0F: 3 clusters Score -3571030 nChanged 12975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3578025.500000 Penalty: 3331.760498
	Iteration 1F: 3 clusters Score -3578026 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3578353.000000 Penalty: 3331.760498
	Iteration 2Q: 3 clusters Score -3578353 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3578719.500000 Penalty: 3331.760498
	Iteration 3Q: 3 clusters Score -3578720 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3579173.750000 Penalty: 3331.760498
	Iteration 4Q: 3 clusters Score -3579174 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3579917.750000 Penalty: 3331.760498
	Iteration 5F: 3 clusters Score -3579918 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3581110.000000 Penalty: 3331.760498
	Iteration 6F: 3 clusters Score -3581110 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3582859.000000 Penalty: 3331.760498
	Iteration 7F: 3 clusters Score -3582859 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3585096.000000 Penalty: 3331.760498
	Iteration 8F: 3 clusters Score -3585096 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -3586974.500000 Penalty: 3331.760498
	Iteration 9F: 3 clusters Score -3586974 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -3587974.250000 Penalty: 3331.760498
	Iteration 10Q: 3 clusters Score -3587974 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3588325.500000 Penalty: 3331.760498
	Iteration 11Q: 3 clusters Score -3588326 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -3588426.250000 Penalty: 3331.760498
	Iteration 12Q: 3 clusters Score -3588426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -3588507.000000 Penalty: 3331.760498
	Iteration 13Q: 3 clusters Score -3588507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3588552.750000 Penalty: 3331.760498
	Iteration 14Q: 3 clusters Score -3588553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3588580.250000 Penalty: 3331.760498
	Iteration 15Q: 3 clusters Score -3588580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -3588591.500000 Penalty: 3331.760498
	Iteration 16Q: 3 clusters Score -3588592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -3588596.000000 Penalty: 3331.760498
	Iteration 17Q: 3 clusters Score -3588596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3588600.250000 Penalty: 3331.760498
	Iteration 18Q: 3 clusters Score -3588600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -3588608.500000 Penalty: 3331.760498
	Iteration 19Q: 3 clusters Score -3588608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3588610.250000 Penalty: 3331.760498
	Iteration 20F: 3 clusters Score -3588610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -3588613.250000 Penalty: 3331.760498
	Iteration 21Q: 3 clusters Score -3588613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -3588613.250000 Penalty: 3331.760498
	Iteration 22F: 3 clusters Score -3588613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86491 members 
Entering Unmasked Estep 
Score: -11068296.000000 Penalty: 1847.266846
	Iteration 0F: 2 clusters Score -1.10683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -11011553.000000 Penalty: 3694.533691
	Iteration 0F: 3 clusters Score -1.101155e+07 nChanged 41185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -11035288.000000 Penalty: 3694.533691
	Iteration 1F: 3 clusters Score -1.103529e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -11036216.000000 Penalty: 3694.533691
	Iteration 2Q: 3 clusters Score -1.103622e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -11037634.000000 Penalty: 3694.533691
	Iteration 3Q: 3 clusters Score -1.103763e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -11040257.000000 Penalty: 3694.533691
	Iteration 4F: 3 clusters Score -1.104026e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -11044226.000000 Penalty: 3694.533691
	Iteration 5F: 3 clusters Score -1.104423e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -11049566.000000 Penalty: 3694.533691
	Iteration 6F: 3 clusters Score -1.104957e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -11055177.000000 Penalty: 3694.533691
	Iteration 7F: 3 clusters Score -1.105518e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -11059916.000000 Penalty: 3694.533691
	Iteration 8F: 3 clusters Score -1.105992e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -11063319.000000 Penalty: 3694.533691
	Iteration 9Q: 3 clusters Score -1.106332e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84858 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11065252.000000 Penalty: 3694.533691
	Iteration 10Q: 3 clusters Score -1.106525e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85780 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11066143.000000 Penalty: 3694.533691
	Iteration 11Q: 3 clusters Score -1.106614e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11066494.000000 Penalty: 3694.533691
	Iteration 12Q: 3 clusters Score -1.106649e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86168 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -11066660.000000 Penalty: 3694.533691
	Iteration 13Q: 3 clusters Score -1.106666e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -11066740.000000 Penalty: 3694.533691
	Iteration 14Q: 3 clusters Score -1.106674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86225 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11066767.000000 Penalty: 3694.533691
	Iteration 15Q: 3 clusters Score -1.106677e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86232 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -11066777.000000 Penalty: 3694.533691
	Iteration 16Q: 3 clusters Score -1.106678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11066795.000000 Penalty: 3694.533691
	Iteration 17Q: 3 clusters Score -1.10668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11066806.000000 Penalty: 3694.533691
	Iteration 18Q: 3 clusters Score -1.106681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86241 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11066814.000000 Penalty: 3694.533691
	Iteration 19Q: 3 clusters Score -1.106681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86241 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11066817.000000 Penalty: 3694.533691
	Iteration 20F: 3 clusters Score -1.106682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86243 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -11066816.000000 Penalty: 3694.533691
	Iteration 21Q: 3 clusters Score -1.106682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11066824.000000 Penalty: 3694.533691
	Iteration 22Q: 3 clusters Score -1.106682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86238 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11066826.000000 Penalty: 3694.533691
	Iteration 23Q: 3 clusters Score -1.106683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11066825.000000 Penalty: 3694.533691
	Iteration 24Q: 3 clusters Score -1.106682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11066832.000000 Penalty: 3694.533691
	Iteration 25Q: 3 clusters Score -1.106683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11066830.000000 Penalty: 3694.533691
	Iteration 26Q: 3 clusters Score -1.106683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86243 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -11066833.000000 Penalty: 3694.533691
	Iteration 27Q: 3 clusters Score -1.106683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11066839.000000 Penalty: 3694.533691
	Iteration 28Q: 3 clusters Score -1.106684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86238 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11066845.000000 Penalty: 3694.533691
	Iteration 29Q: 3 clusters Score -1.106684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86238 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11066845.000000 Penalty: 3694.533691
	Iteration 30Q: 3 clusters Score -1.106684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86239 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11066849.000000 Penalty: 3694.533691
	Iteration 31Q: 3 clusters Score -1.106685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86241 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11066847.000000 Penalty: 3694.533691
	Iteration 32Q: 3 clusters Score -1.106685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86239 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11066849.000000 Penalty: 3694.533691
	Iteration 33Q: 3 clusters Score -1.106685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -11066853.000000 Penalty: 3694.533691
	Iteration 34Q: 3 clusters Score -1.106685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -11066860.000000 Penalty: 3694.533691
	Iteration 35Q: 3 clusters Score -1.106686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -11066860.000000 Penalty: 3694.533691
	Iteration 36F: 3 clusters Score -1.106686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -23193.689453 Penalty: 904.856018
	Iteration 0F: 2 clusters Score -23193.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22543.830078 Penalty: 1809.712036
	Iteration 0F: 3 clusters Score -22543.83 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22804.679688 Penalty: 1809.712036
	Iteration 1F: 3 clusters Score -22804.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22875.632812 Penalty: 1809.712036
	Iteration 2F: 3 clusters Score -22875.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22923.833984 Penalty: 1809.712036
	Iteration 3F: 3 clusters Score -22923.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22944.888672 Penalty: 1809.712036
	Iteration 4Q: 3 clusters Score -22944.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22956.187500 Penalty: 1809.712036
	Iteration 5Q: 3 clusters Score -22956.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22958.914062 Penalty: 1809.712036
	Iteration 6Q: 3 clusters Score -22958.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22958.914062 Penalty: 1809.712036
	Iteration 7F: 3 clusters Score -22958.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Entering Unmasked Estep 
Score: -1166734.625000 Penalty: 1496.761597
	Iteration 0F: 2 clusters Score -1166735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1159562.625000 Penalty: 2993.523193
	Iteration 0F: 3 clusters Score -1159563 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1161950.250000 Penalty: 2993.523193
	Iteration 1F: 3 clusters Score -1161950 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1162473.625000 Penalty: 2993.523193
	Iteration 2F: 3 clusters Score -1162474 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1163016.500000 Penalty: 2993.523193
	Iteration 3F: 3 clusters Score -1163016 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1163503.625000 Penalty: 2993.523193
	Iteration 4F: 3 clusters Score -1163504 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1163891.500000 Penalty: 2993.523193
	Iteration 5F: 3 clusters Score -1163892 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1164231.625000 Penalty: 2993.523193
	Iteration 6F: 3 clusters Score -1164232 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1164532.375000 Penalty: 2993.523193
	Iteration 7Q: 3 clusters Score -1164532 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1164801.250000 Penalty: 2993.523193
	Iteration 8Q: 3 clusters Score -1164801 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1165049.375000 Penalty: 2993.523193
	Iteration 9Q: 3 clusters Score -1165049 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1165244.750000 Penalty: 2993.523193
	Iteration 10Q: 3 clusters Score -1165245 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1165402.125000 Penalty: 2993.523193
	Iteration 11Q: 3 clusters Score -1165402 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1165513.000000 Penalty: 2993.523193
	Iteration 12Q: 3 clusters Score -1165513 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1165602.125000 Penalty: 2993.523193
	Iteration 13Q: 3 clusters Score -1165602 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1165674.125000 Penalty: 2993.523193
	Iteration 14Q: 3 clusters Score -1165674 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1165719.625000 Penalty: 2993.523193
	Iteration 15Q: 3 clusters Score -1165720 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1165750.125000 Penalty: 2993.523193
	Iteration 16Q: 3 clusters Score -1165750 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1165780.000000 Penalty: 2993.523193
	Iteration 17Q: 3 clusters Score -1165780 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1165799.250000 Penalty: 2993.523193
	Iteration 18Q: 3 clusters Score -1165799 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1165821.125000 Penalty: 2993.523193
	Iteration 19Q: 3 clusters Score -1165821 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1165833.375000 Penalty: 2993.523193
	Iteration 20F: 3 clusters Score -1165833 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1165845.750000 Penalty: 2993.523193
	Iteration 21Q: 3 clusters Score -1165846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1165855.500000 Penalty: 2993.523193
	Iteration 22Q: 3 clusters Score -1165856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1165869.875000 Penalty: 2993.523193
	Iteration 23Q: 3 clusters Score -1165870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1165872.625000 Penalty: 2993.523193
	Iteration 24Q: 3 clusters Score -1165873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1165885.250000 Penalty: 2993.523193
	Iteration 25Q: 3 clusters Score -1165885 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1165895.375000 Penalty: 2993.523193
	Iteration 26Q: 3 clusters Score -1165895 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1165905.000000 Penalty: 2993.523193
	Iteration 27Q: 3 clusters Score -1165905 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1165913.125000 Penalty: 2993.523193
	Iteration 28Q: 3 clusters Score -1165913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1165919.375000 Penalty: 2993.523193
	Iteration 29Q: 3 clusters Score -1165919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1165923.000000 Penalty: 2993.523193
	Iteration 30Q: 3 clusters Score -1165923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1165926.375000 Penalty: 2993.523193
	Iteration 31Q: 3 clusters Score -1165926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1165928.125000 Penalty: 2993.523193
	Iteration 32Q: 3 clusters Score -1165928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1165933.125000 Penalty: 2993.523193
	Iteration 33Q: 3 clusters Score -1165933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1165934.125000 Penalty: 2993.523193
	Iteration 34Q: 3 clusters Score -1165934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1165937.625000 Penalty: 2993.523193
	Iteration 35Q: 3 clusters Score -1165938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1165939.000000 Penalty: 2993.523193
	Iteration 36Q: 3 clusters Score -1165939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1165939.625000 Penalty: 2993.523193
	Iteration 37Q: 3 clusters Score -1165940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1165941.500000 Penalty: 2993.523193
	Iteration 38Q: 3 clusters Score -1165942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1165941.625000 Penalty: 2993.523193
	Iteration 39Q: 3 clusters Score -1165942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1165945.500000 Penalty: 2993.523193
	Iteration 40F: 3 clusters Score -1165946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1165944.375000 Penalty: 2993.523193
	Iteration 41Q: 3 clusters Score -1165944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1165944.625000 Penalty: 2993.523193
	Iteration 42Q: 3 clusters Score -1165945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1165945.250000 Penalty: 2993.523193
	Iteration 43Q: 3 clusters Score -1165945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1165944.375000 Penalty: 2993.523193
	Iteration 44Q: 3 clusters Score -1165944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1165946.500000 Penalty: 2993.523193
	Iteration 45Q: 3 clusters Score -1165946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1165946.750000 Penalty: 2993.523193
	Iteration 46Q: 3 clusters Score -1165947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1165946.375000 Penalty: 2993.523193
	Iteration 47Q: 3 clusters Score -1165946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1165946.375000 Penalty: 2993.523193
	Iteration 48F: 3 clusters Score -1165946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Entering Unmasked Estep 
Score: -6508901.500000 Penalty: 1773.420898
	Iteration 0F: 2 clusters Score -6508902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -6472131.000000 Penalty: 3546.841797
	Iteration 0F: 3 clusters Score -6472131 nChanged 25996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -6487649.000000 Penalty: 3546.841797
	Iteration 1F: 3 clusters Score -6487649 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -6488714.500000 Penalty: 3546.841797
	Iteration 2Q: 3 clusters Score -6488714 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -6490087.500000 Penalty: 3546.841797
	Iteration 3F: 3 clusters Score -6490088 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -6491941.000000 Penalty: 3546.841797
	Iteration 4F: 3 clusters Score -6491941 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -6494746.000000 Penalty: 3546.841797
	Iteration 5F: 3 clusters Score -6494746 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -6498138.500000 Penalty: 3546.841797
	Iteration 6F: 3 clusters Score -6498138 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -6501573.000000 Penalty: 3546.841797
	Iteration 7F: 3 clusters Score -6501573 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -6504295.000000 Penalty: 3546.841797
	Iteration 8F: 3 clusters Score -6504295 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -6505941.000000 Penalty: 3546.841797
	Iteration 9Q: 3 clusters Score -6505941 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -6506788.000000 Penalty: 3546.841797
	Iteration 10Q: 3 clusters Score -6506788 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -6507130.500000 Penalty: 3546.841797
	Iteration 11Q: 3 clusters Score -6507130 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -6507269.500000 Penalty: 3546.841797
	Iteration 12Q: 3 clusters Score -6507270 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -6507350.500000 Penalty: 3546.841797
	Iteration 13Q: 3 clusters Score -6507350 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -6507408.000000 Penalty: 3546.841797
	Iteration 14Q: 3 clusters Score -6507408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -6507450.000000 Penalty: 3546.841797
	Iteration 15Q: 3 clusters Score -6507450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -6507478.000000 Penalty: 3546.841797
	Iteration 16Q: 3 clusters Score -6507478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -6507495.000000 Penalty: 3546.841797
	Iteration 17Q: 3 clusters Score -6507495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -6507509.500000 Penalty: 3546.841797
	Iteration 18Q: 3 clusters Score -6507510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -6507519.000000 Penalty: 3546.841797
	Iteration 19Q: 3 clusters Score -6507519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -6507541.000000 Penalty: 3546.841797
	Iteration 20F: 3 clusters Score -6507541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -6507545.000000 Penalty: 3546.841797
	Iteration 21Q: 3 clusters Score -6507545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -6507557.500000 Penalty: 3546.841797
	Iteration 22Q: 3 clusters Score -6507558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -6507558.000000 Penalty: 3546.841797
	Iteration 23Q: 3 clusters Score -6507558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -6507551.500000 Penalty: 3546.841797
	Iteration 24Q: 3 clusters Score -6507552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -6507554.000000 Penalty: 3546.841797
	Iteration 25Q: 3 clusters Score -6507554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -6507557.500000 Penalty: 3546.841797
	Iteration 26Q: 3 clusters Score -6507558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -6507562.000000 Penalty: 3546.841797
	Iteration 27Q: 3 clusters Score -6507562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -6507563.000000 Penalty: 3546.841797
	Iteration 28Q: 3 clusters Score -6507563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -6507568.500000 Penalty: 3546.841797
	Iteration 29Q: 3 clusters Score -6507568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -6507576.000000 Penalty: 3546.841797
	Iteration 30Q: 3 clusters Score -6507576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -6507574.000000 Penalty: 3546.841797
	Iteration 31Q: 3 clusters Score -6507574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -6507573.000000 Penalty: 3546.841797
	Iteration 32Q: 3 clusters Score -6507573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -6507569.500000 Penalty: 3546.841797
	Iteration 33Q: 3 clusters Score -6507570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -6507571.000000 Penalty: 3546.841797
	Iteration 34Q: 3 clusters Score -6507571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -6507571.000000 Penalty: 3546.841797
	Iteration 35F: 3 clusters Score -6507571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (140013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140013 members 
Entering Unmasked Estep 
Score: -17772500.000000 Penalty: 1925.542114
	Iteration 0F: 2 clusters Score -1.77725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -17690402.000000 Penalty: 3851.084229
	Iteration 0F: 3 clusters Score -1.76904e+07 nChanged 67427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67341 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
Score: -17731130.000000 Penalty: 3851.084229
	Iteration 1F: 3 clusters Score -1.773113e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 74887 members 
Entering Unmasked Estep 
Score: -17732882.000000 Penalty: 3851.084229
	Iteration 2Q: 3 clusters Score -1.773288e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 78283 members 
Entering Unmasked Estep 
Score: -17735392.000000 Penalty: 3851.084229
	Iteration 3Q: 3 clusters Score -1.773539e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
Score: -17739482.000000 Penalty: 3851.084229
	Iteration 4F: 3 clusters Score -1.773948e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 89935 members 
Entering Unmasked Estep 
Score: -17745494.000000 Penalty: 3851.084229
	Iteration 5F: 3 clusters Score -1.774549e+07 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 97596 members 
Entering Unmasked Estep 
Score: -17753018.000000 Penalty: 3851.084229
	Iteration 6F: 3 clusters Score -1.775302e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 104702 members 
Entering Unmasked Estep 
Score: -17760442.000000 Penalty: 3851.084229
	Iteration 7F: 3 clusters Score -1.776044e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 110092 members 
Entering Unmasked Estep 
Score: -17766410.000000 Penalty: 3851.084229
	Iteration 8F: 3 clusters Score -1.776641e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 113817 members 
Entering Unmasked Estep 
Score: -17770234.000000 Penalty: 3851.084229
	Iteration 9Q: 3 clusters Score -1.777023e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 116651 members 
Entering Unmasked Estep 
Score: -17772094.000000 Penalty: 3851.084229
	Iteration 10Q: 3 clusters Score -1.777209e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 118952 members 
Entering Unmasked Estep 
Score: -17773016.000000 Penalty: 3851.084229
	Iteration 11Q: 3 clusters Score -1.777302e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 120974 members 
Entering Unmasked Estep 
Score: -17773442.000000 Penalty: 3851.084229
	Iteration 12Q: 3 clusters Score -1.777344e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 122667 members 
Entering Unmasked Estep 
Score: -17773692.000000 Penalty: 3851.084229
	Iteration 13Q: 3 clusters Score -1.777369e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 124149 members 
Entering Unmasked Estep 
Score: -17773656.000000 Penalty: 3851.084229
	Iteration 14Q: 3 clusters Score -1.777366e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 125491 members 
Entering Unmasked Estep 
Score: -17773618.000000 Penalty: 3851.084229
	Iteration 15Q: 3 clusters Score -1.777362e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 126636 members 
Entering Unmasked Estep 
Score: -17773644.000000 Penalty: 3851.084229
	Iteration 16Q: 3 clusters Score -1.777364e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 127634 members 
Entering Unmasked Estep 
Score: -17773712.000000 Penalty: 3851.084229
	Iteration 17Q: 3 clusters Score -1.777371e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 128521 members 
Entering Unmasked Estep 
Score: -17773644.000000 Penalty: 3851.084229
	Iteration 18Q: 3 clusters Score -1.777364e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 129311 members 
Entering Unmasked Estep 
Score: -17773556.000000 Penalty: 3851.084229
	Iteration 19Q: 3 clusters Score -1.777356e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 130002 members 
Entering Unmasked Estep 
Score: -17773416.000000 Penalty: 3851.084229
	Iteration 20F: 3 clusters Score -1.777342e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 130625 members 
Entering Unmasked Estep 
Score: -17773254.000000 Penalty: 3851.084229
	Iteration 21Q: 3 clusters Score -1.777325e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 131250 members 
Entering Unmasked Estep 
Score: -17773170.000000 Penalty: 3851.084229
	Iteration 22Q: 3 clusters Score -1.777317e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 131814 members 
Entering Unmasked Estep 
Score: -17773064.000000 Penalty: 3851.084229
	Iteration 23Q: 3 clusters Score -1.777306e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 132334 members 
Entering Unmasked Estep 
Score: -17772910.000000 Penalty: 3851.084229
	Iteration 24Q: 3 clusters Score -1.777291e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 132819 members 
Entering Unmasked Estep 
Score: -17772926.000000 Penalty: 3851.084229
	Iteration 25Q: 3 clusters Score -1.777293e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 133259 members 
Entering Unmasked Estep 
Score: -17772844.000000 Penalty: 3851.084229
	Iteration 26Q: 3 clusters Score -1.777284e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 133686 members 
Entering Unmasked Estep 
Score: -17772816.000000 Penalty: 3851.084229
	Iteration 27Q: 3 clusters Score -1.777282e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 134076 members 
Entering Unmasked Estep 
Score: -17772672.000000 Penalty: 3851.084229
	Iteration 28Q: 3 clusters Score -1.777267e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 134431 members 
Entering Unmasked Estep 
Score: -17772550.000000 Penalty: 3851.084229
	Iteration 29Q: 3 clusters Score -1.777255e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 134754 members 
Entering Unmasked Estep 
Score: -17772492.000000 Penalty: 3851.084229
	Iteration 30Q: 3 clusters Score -1.777249e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 135052 members 
Entering Unmasked Estep 
Score: -17772344.000000 Penalty: 3851.084229
	Iteration 31Q: 3 clusters Score -1.777234e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 135330 members 
Entering Unmasked Estep 
Score: -17772292.000000 Penalty: 3851.084229
	Iteration 32Q: 3 clusters Score -1.777229e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 135590 members 
Entering Unmasked Estep 
Score: -17772256.000000 Penalty: 3851.084229
	Iteration 33Q: 3 clusters Score -1.777226e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 135829 members 
Entering Unmasked Estep 
Score: -17772216.000000 Penalty: 3851.084229
	Iteration 34Q: 3 clusters Score -1.777222e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 136032 members 
Entering Unmasked Estep 
Score: -17772224.000000 Penalty: 3851.084229
	Iteration 35Q: 3 clusters Score -1.777222e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 136222 members 
Entering Unmasked Estep 
Score: -17772130.000000 Penalty: 3851.084229
	Iteration 36Q: 3 clusters Score -1.777213e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 136400 members 
Entering Unmasked Estep 
Score: -17772130.000000 Penalty: 3851.084229
	Iteration 37Q: 3 clusters Score -1.777213e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 136565 members 
Entering Unmasked Estep 
Score: -17772126.000000 Penalty: 3851.084229
	Iteration 38Q: 3 clusters Score -1.777213e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 136728 members 
Entering Unmasked Estep 
Score: -17772118.000000 Penalty: 3851.084229
	Iteration 39Q: 3 clusters Score -1.777212e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 136876 members 
Entering Unmasked Estep 
Score: -17772104.000000 Penalty: 3851.084229
	Iteration 40F: 3 clusters Score -1.77721e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 137007 members 
Entering Unmasked Estep 
Score: -17772120.000000 Penalty: 3851.084229
	Iteration 41Q: 3 clusters Score -1.777212e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 137128 members 
Entering Unmasked Estep 
Score: -17772100.000000 Penalty: 3851.084229
	Iteration 42Q: 3 clusters Score -1.77721e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 137237 members 
Entering Unmasked Estep 
Score: -17772122.000000 Penalty: 3851.084229
	Iteration 43Q: 3 clusters Score -1.777212e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 137331 members 
Entering Unmasked Estep 
Score: -17772134.000000 Penalty: 3851.084229
	Iteration 44Q: 3 clusters Score -1.777213e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 137422 members 
Entering Unmasked Estep 
Score: -17772128.000000 Penalty: 3851.084229
	Iteration 45Q: 3 clusters Score -1.777213e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 137493 members 
Entering Unmasked Estep 
Score: -17772140.000000 Penalty: 3851.084229
	Iteration 46Q: 3 clusters Score -1.777214e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 137555 members 
Entering Unmasked Estep 
Score: -17772134.000000 Penalty: 3851.084229
	Iteration 47Q: 3 clusters Score -1.777213e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 137626 members 
Entering Unmasked Estep 
Score: -17772154.000000 Penalty: 3851.084229
	Iteration 48Q: 3 clusters Score -1.777215e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 137688 members 
Entering Unmasked Estep 
Score: -17772154.000000 Penalty: 3851.084229
	Iteration 49Q: 3 clusters Score -1.777215e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 137749 members 
Entering Unmasked Estep 
Score: -17772128.000000 Penalty: 3851.084229
	Iteration 50Q: 3 clusters Score -1.777213e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 137807 members 
Entering Unmasked Estep 
Score: -17772096.000000 Penalty: 3851.084229
	Iteration 51Q: 3 clusters Score -1.77721e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 137852 members 
Entering Unmasked Estep 
Score: -17772066.000000 Penalty: 3851.084229
	Iteration 52Q: 3 clusters Score -1.777207e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 137906 members 
Entering Unmasked Estep 
Score: -17772032.000000 Penalty: 3851.084229
	Iteration 53Q: 3 clusters Score -1.777203e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 137938 members 
Entering Unmasked Estep 
Score: -17772006.000000 Penalty: 3851.084229
	Iteration 54Q: 3 clusters Score -1.777201e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 137972 members 
Entering Unmasked Estep 
Score: -17772012.000000 Penalty: 3851.084229
	Iteration 55Q: 3 clusters Score -1.777201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 137998 members 
Entering Unmasked Estep 
Score: -17772008.000000 Penalty: 3851.084229
	Iteration 56Q: 3 clusters Score -1.777201e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 138028 members 
Entering Unmasked Estep 
Score: -17771984.000000 Penalty: 3851.084229
	Iteration 57Q: 3 clusters Score -1.777198e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 138053 members 
Entering Unmasked Estep 
Score: -17771964.000000 Penalty: 3851.084229
	Iteration 58Q: 3 clusters Score -1.777196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 138075 members 
Entering Unmasked Estep 
Score: -17771954.000000 Penalty: 3851.084229
	Iteration 59Q: 3 clusters Score -1.777195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 138090 members 
Entering Unmasked Estep 
Score: -17771948.000000 Penalty: 3851.084229
	Iteration 60F: 3 clusters Score -1.777195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 138101 members 
Entering Unmasked Estep 
Score: -17771950.000000 Penalty: 3851.084229
	Iteration 61Q: 3 clusters Score -1.777195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 138113 members 
Entering Unmasked Estep 
Score: -17771934.000000 Penalty: 3851.084229
	Iteration 62Q: 3 clusters Score -1.777193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 138126 members 
Entering Unmasked Estep 
Score: -17771930.000000 Penalty: 3851.084229
	Iteration 63Q: 3 clusters Score -1.777193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 138139 members 
Entering Unmasked Estep 
Score: -17771912.000000 Penalty: 3851.084229
	Iteration 64Q: 3 clusters Score -1.777191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 138155 members 
Entering Unmasked Estep 
Score: -17771902.000000 Penalty: 3851.084229
	Iteration 65Q: 3 clusters Score -1.77719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 138171 members 
Entering Unmasked Estep 
Score: -17771894.000000 Penalty: 3851.084229
	Iteration 66Q: 3 clusters Score -1.777189e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 138198 members 
Entering Unmasked Estep 
Score: -17771902.000000 Penalty: 3851.084229
	Iteration 67Q: 3 clusters Score -1.77719e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 138217 members 
Entering Unmasked Estep 
Score: -17771896.000000 Penalty: 3851.084229
	Iteration 68Q: 3 clusters Score -1.77719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 138232 members 
Entering Unmasked Estep 
Score: -17771904.000000 Penalty: 3851.084229
	Iteration 69Q: 3 clusters Score -1.77719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 138250 members 
Entering Unmasked Estep 
Score: -17771878.000000 Penalty: 3851.084229
	Iteration 70Q: 3 clusters Score -1.777188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 138266 members 
Entering Unmasked Estep 
Score: -17771884.000000 Penalty: 3851.084229
	Iteration 71Q: 3 clusters Score -1.777188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 138286 members 
Entering Unmasked Estep 
Score: -17771876.000000 Penalty: 3851.084229
	Iteration 72Q: 3 clusters Score -1.777188e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 138306 members 
Entering Unmasked Estep 
Score: -17771866.000000 Penalty: 3851.084229
	Iteration 73Q: 3 clusters Score -1.777187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 138320 members 
Entering Unmasked Estep 
Score: -17771866.000000 Penalty: 3851.084229
	Iteration 74Q: 3 clusters Score -1.777187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 138342 members 
Entering Unmasked Estep 
Score: -17771862.000000 Penalty: 3851.084229
	Iteration 75Q: 3 clusters Score -1.777186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 138356 members 
Entering Unmasked Estep 
Score: -17771878.000000 Penalty: 3851.084229
	Iteration 76Q: 3 clusters Score -1.777188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 138367 members 
Entering Unmasked Estep 
Score: -17771884.000000 Penalty: 3851.084229
	Iteration 77Q: 3 clusters Score -1.777188e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 138381 members 
Entering Unmasked Estep 
Score: -17771878.000000 Penalty: 3851.084229
	Iteration 78Q: 3 clusters Score -1.777188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 138397 members 
Entering Unmasked Estep 
Score: -17771890.000000 Penalty: 3851.084229
	Iteration 79Q: 3 clusters Score -1.777189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 138415 members 
Entering Unmasked Estep 
Score: -17771896.000000 Penalty: 3851.084229
	Iteration 80F: 3 clusters Score -1.77719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 138433 members 
Entering Unmasked Estep 
Score: -17771910.000000 Penalty: 3851.084229
	Iteration 81Q: 3 clusters Score -1.777191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 138448 members 
Entering Unmasked Estep 
Score: -17771930.000000 Penalty: 3851.084229
	Iteration 82Q: 3 clusters Score -1.777193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 138459 members 
Entering Unmasked Estep 
Score: -17771924.000000 Penalty: 3851.084229
	Iteration 83Q: 3 clusters Score -1.777192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 138465 members 
Entering Unmasked Estep 
Score: -17771920.000000 Penalty: 3851.084229
	Iteration 84Q: 3 clusters Score -1.777192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 138468 members 
Entering Unmasked Estep 
Score: -17771918.000000 Penalty: 3851.084229
	Iteration 85Q: 3 clusters Score -1.777192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 138475 members 
Entering Unmasked Estep 
Score: -17771918.000000 Penalty: 3851.084229
	Iteration 86Q: 3 clusters Score -1.777192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 138478 members 
Entering Unmasked Estep 
Score: -17771918.000000 Penalty: 3851.084229
	Iteration 87Q: 3 clusters Score -1.777192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 138479 members 
Entering Unmasked Estep 
Score: -17771916.000000 Penalty: 3851.084229
	Iteration 88Q: 3 clusters Score -1.777192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 138483 members 
Entering Unmasked Estep 
Score: -17771918.000000 Penalty: 3851.084229
	Iteration 89Q: 3 clusters Score -1.777192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 138483 members 
Entering Unmasked Estep 
Score: -17771912.000000 Penalty: 3851.084229
	Iteration 90Q: 3 clusters Score -1.777191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 138483 members 
Entering Unmasked Estep 
Score: -17771912.000000 Penalty: 3851.084229
	Iteration 91F: 3 clusters Score -1.777191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Entering Unmasked Estep 
Score: -4407179.500000 Penalty: 1708.712524
	Iteration 0F: 2 clusters Score -4407180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4382391.000000 Penalty: 3417.425049
	Iteration 0F: 3 clusters Score -4382391 nChanged 17275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4392254.500000 Penalty: 3417.425049
	Iteration 1F: 3 clusters Score -4392254 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -4393117.000000 Penalty: 3417.425049
	Iteration 2F: 3 clusters Score -4393117 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -4394067.500000 Penalty: 3417.425049
	Iteration 3F: 3 clusters Score -4394068 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -4395206.000000 Penalty: 3417.425049
	Iteration 4F: 3 clusters Score -4395206 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -4396423.000000 Penalty: 3417.425049
	Iteration 5F: 3 clusters Score -4396423 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4397636.000000 Penalty: 3417.425049
	Iteration 6F: 3 clusters Score -4397636 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -4398786.000000 Penalty: 3417.425049
	Iteration 7F: 3 clusters Score -4398786 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -4399779.000000 Penalty: 3417.425049
	Iteration 8F: 3 clusters Score -4399779 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -4400469.000000 Penalty: 3417.425049
	Iteration 9Q: 3 clusters Score -4400469 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -4400878.500000 Penalty: 3417.425049
	Iteration 10Q: 3 clusters Score -4400878 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -4401150.000000 Penalty: 3417.425049
	Iteration 11Q: 3 clusters Score -4401150 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -4401359.000000 Penalty: 3417.425049
	Iteration 12Q: 3 clusters Score -4401359 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -4401483.500000 Penalty: 3417.425049
	Iteration 13Q: 3 clusters Score -4401484 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -4401584.500000 Penalty: 3417.425049
	Iteration 14Q: 3 clusters Score -4401584 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -4401680.500000 Penalty: 3417.425049
	Iteration 15Q: 3 clusters Score -4401680 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -4401739.500000 Penalty: 3417.425049
	Iteration 16Q: 3 clusters Score -4401740 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -4401802.500000 Penalty: 3417.425049
	Iteration 17Q: 3 clusters Score -4401802 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -4401893.500000 Penalty: 3417.425049
	Iteration 18Q: 3 clusters Score -4401894 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -4401982.000000 Penalty: 3417.425049
	Iteration 19Q: 3 clusters Score -4401982 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -4402060.000000 Penalty: 3417.425049
	Iteration 20F: 3 clusters Score -4402060 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -4402142.500000 Penalty: 3417.425049
	Iteration 21Q: 3 clusters Score -4402142 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -4402205.000000 Penalty: 3417.425049
	Iteration 22Q: 3 clusters Score -4402205 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -4402285.500000 Penalty: 3417.425049
	Iteration 23Q: 3 clusters Score -4402286 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -4402330.500000 Penalty: 3417.425049
	Iteration 24Q: 3 clusters Score -4402330 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -4402442.500000 Penalty: 3417.425049
	Iteration 25Q: 3 clusters Score -4402442 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -4402509.500000 Penalty: 3417.425049
	Iteration 26Q: 3 clusters Score -4402510 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -4402585.500000 Penalty: 3417.425049
	Iteration 27Q: 3 clusters Score -4402586 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -4402668.500000 Penalty: 3417.425049
	Iteration 28Q: 3 clusters Score -4402668 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -4402715.000000 Penalty: 3417.425049
	Iteration 29Q: 3 clusters Score -4402715 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -4402788.500000 Penalty: 3417.425049
	Iteration 30Q: 3 clusters Score -4402788 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -4402850.500000 Penalty: 3417.425049
	Iteration 31Q: 3 clusters Score -4402850 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -4402870.500000 Penalty: 3417.425049
	Iteration 32Q: 3 clusters Score -4402870 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -4402936.000000 Penalty: 3417.425049
	Iteration 33Q: 3 clusters Score -4402936 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -4403006.500000 Penalty: 3417.425049
	Iteration 34Q: 3 clusters Score -4403006 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -4403104.500000 Penalty: 3417.425049
	Iteration 35Q: 3 clusters Score -4403104 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -4403223.500000 Penalty: 3417.425049
	Iteration 36Q: 3 clusters Score -4403224 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -4403325.500000 Penalty: 3417.425049
	Iteration 37Q: 3 clusters Score -4403326 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -4403469.500000 Penalty: 3417.425049
	Iteration 38Q: 3 clusters Score -4403470 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -4403644.000000 Penalty: 3417.425049
	Iteration 39Q: 3 clusters Score -4403644 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -4403814.500000 Penalty: 3417.425049
	Iteration 40F: 3 clusters Score -4403814 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -4404033.500000 Penalty: 3417.425049
	Iteration 41Q: 3 clusters Score -4404034 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -4404245.500000 Penalty: 3417.425049
	Iteration 42Q: 3 clusters Score -4404246 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -4404504.500000 Penalty: 3417.425049
	Iteration 43Q: 3 clusters Score -4404504 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -4404789.500000 Penalty: 3417.425049
	Iteration 44Q: 3 clusters Score -4404790 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -4405140.000000 Penalty: 3417.425049
	Iteration 45Q: 3 clusters Score -4405140 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -4405514.500000 Penalty: 3417.425049
	Iteration 46Q: 3 clusters Score -4405514 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -4405884.500000 Penalty: 3417.425049
	Iteration 47Q: 3 clusters Score -4405884 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -4406149.500000 Penalty: 3417.425049
	Iteration 48Q: 3 clusters Score -4406150 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -4406342.500000 Penalty: 3417.425049
	Iteration 49Q: 3 clusters Score -4406342 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -4406470.000000 Penalty: 3417.425049
	Iteration 50Q: 3 clusters Score -4406470 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -4406530.500000 Penalty: 3417.425049
	Iteration 51Q: 3 clusters Score -4406530 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -4406572.000000 Penalty: 3417.425049
	Iteration 52Q: 3 clusters Score -4406572 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -4406603.500000 Penalty: 3417.425049
	Iteration 53Q: 3 clusters Score -4406604 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -4406622.000000 Penalty: 3417.425049
	Iteration 54Q: 3 clusters Score -4406622 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -4406648.500000 Penalty: 3417.425049
	Iteration 55Q: 3 clusters Score -4406648 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -4406660.500000 Penalty: 3417.425049
	Iteration 56Q: 3 clusters Score -4406660 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -4406673.000000 Penalty: 3417.425049
	Iteration 57Q: 3 clusters Score -4406673 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -4406692.000000 Penalty: 3417.425049
	Iteration 58Q: 3 clusters Score -4406692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -4406696.500000 Penalty: 3417.425049
	Iteration 59Q: 3 clusters Score -4406696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4406715.000000 Penalty: 3417.425049
	Iteration 60F: 3 clusters Score -4406715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -4406728.000000 Penalty: 3417.425049
	Iteration 61Q: 3 clusters Score -4406728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -4406738.500000 Penalty: 3417.425049
	Iteration 62Q: 3 clusters Score -4406738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -4406736.500000 Penalty: 3417.425049
	Iteration 63Q: 3 clusters Score -4406736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -4406741.500000 Penalty: 3417.425049
	Iteration 64Q: 3 clusters Score -4406742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -4406743.000000 Penalty: 3417.425049
	Iteration 65Q: 3 clusters Score -4406743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -4406742.000000 Penalty: 3417.425049
	Iteration 66Q: 3 clusters Score -4406742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -4406742.500000 Penalty: 3417.425049
	Iteration 67Q: 3 clusters Score -4406742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -4406744.500000 Penalty: 3417.425049
	Iteration 68Q: 3 clusters Score -4406744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -4406751.500000 Penalty: 3417.425049
	Iteration 69Q: 3 clusters Score -4406752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -4406757.500000 Penalty: 3417.425049
	Iteration 70Q: 3 clusters Score -4406758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -4406758.500000 Penalty: 3417.425049
	Iteration 71Q: 3 clusters Score -4406758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -4406761.500000 Penalty: 3417.425049
	Iteration 72Q: 3 clusters Score -4406762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -4406762.500000 Penalty: 3417.425049
	Iteration 73Q: 3 clusters Score -4406762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -4406764.000000 Penalty: 3417.425049
	Iteration 74Q: 3 clusters Score -4406764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -4406759.500000 Penalty: 3417.425049
	Iteration 75Q: 3 clusters Score -4406760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -4406759.500000 Penalty: 3417.425049
	Iteration 76Q: 3 clusters Score -4406760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -4406756.500000 Penalty: 3417.425049
	Iteration 77Q: 3 clusters Score -4406756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -4406757.500000 Penalty: 3417.425049
	Iteration 78Q: 3 clusters Score -4406758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -4406758.500000 Penalty: 3417.425049
	Iteration 79Q: 3 clusters Score -4406758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -4406756.000000 Penalty: 3417.425049
	Iteration 80F: 3 clusters Score -4406756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -4406754.000000 Penalty: 3417.425049
	Iteration 81Q: 3 clusters Score -4406754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -4406761.000000 Penalty: 3417.425049
	Iteration 82Q: 3 clusters Score -4406761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -4406758.500000 Penalty: 3417.425049
	Iteration 83Q: 3 clusters Score -4406758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4406763.000000 Penalty: 3417.425049
	Iteration 84Q: 3 clusters Score -4406763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -4406764.500000 Penalty: 3417.425049
	Iteration 85Q: 3 clusters Score -4406764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -4406766.500000 Penalty: 3417.425049
	Iteration 86Q: 3 clusters Score -4406766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -4406769.500000 Penalty: 3417.425049
	Iteration 87Q: 3 clusters Score -4406770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -4406765.500000 Penalty: 3417.425049
	Iteration 88Q: 3 clusters Score -4406766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -4406763.000000 Penalty: 3417.425049
	Iteration 89Q: 3 clusters Score -4406763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4406764.000000 Penalty: 3417.425049
	Iteration 90Q: 3 clusters Score -4406764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -4406764.500000 Penalty: 3417.425049
	Iteration 91Q: 3 clusters Score -4406764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -4406765.500000 Penalty: 3417.425049
	Iteration 92Q: 3 clusters Score -4406766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -4406765.500000 Penalty: 3417.425049
	Iteration 93F: 3 clusters Score -4406766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -223051.234375 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -223051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -221140.062500 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -221140.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -221490.640625 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -221490.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -221560.500000 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -221560.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -221617.187500 Penalty: 2406.983398
	Iteration 3Q: 3 clusters Score -221617.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -221648.171875 Penalty: 2406.983398
	Iteration 4Q: 3 clusters Score -221648.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -221668.921875 Penalty: 2406.983398
	Iteration 5Q: 3 clusters Score -221668.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -221691.453125 Penalty: 2406.983398
	Iteration 6Q: 3 clusters Score -221691.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -221709.140625 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -221709.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -221721.953125 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -221722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -221727.953125 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -221728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -221733.437500 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -221733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -221735.437500 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -221735.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -221736.687500 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -221736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -221737.656250 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -221737.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -221737.671875 Penalty: 2406.983398
	Iteration 14Q: 3 clusters Score -221737.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -221737.671875 Penalty: 2406.983398
	Iteration 15F: 3 clusters Score -221737.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Entering Unmasked Estep 
Score: -737758.562500 Penalty: 1416.942261
	Iteration 0F: 2 clusters Score -737758.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -733071.562500 Penalty: 2833.884521
	Iteration 0F: 3 clusters Score -733071.6 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -734444.062500 Penalty: 2833.884521
	Iteration 1F: 3 clusters Score -734444.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -734677.062500 Penalty: 2833.884521
	Iteration 2F: 3 clusters Score -734677.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -734889.687500 Penalty: 2833.884521
	Iteration 3F: 3 clusters Score -734889.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -735075.250000 Penalty: 2833.884521
	Iteration 4F: 3 clusters Score -735075.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -735240.312500 Penalty: 2833.884521
	Iteration 5Q: 3 clusters Score -735240.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -735371.625000 Penalty: 2833.884521
	Iteration 6Q: 3 clusters Score -735371.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -735472.812500 Penalty: 2833.884521
	Iteration 7Q: 3 clusters Score -735472.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -735569.187500 Penalty: 2833.884521
	Iteration 8Q: 3 clusters Score -735569.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -735648.000000 Penalty: 2833.884521
	Iteration 9Q: 3 clusters Score -735648 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -735723.187500 Penalty: 2833.884521
	Iteration 10Q: 3 clusters Score -735723.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -735784.750000 Penalty: 2833.884521
	Iteration 11Q: 3 clusters Score -735784.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -735837.187500 Penalty: 2833.884521
	Iteration 12Q: 3 clusters Score -735837.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -735875.500000 Penalty: 2833.884521
	Iteration 13Q: 3 clusters Score -735875.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -735909.312500 Penalty: 2833.884521
	Iteration 14Q: 3 clusters Score -735909.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -735946.125000 Penalty: 2833.884521
	Iteration 15Q: 3 clusters Score -735946.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -735998.312500 Penalty: 2833.884521
	Iteration 16Q: 3 clusters Score -735998.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -736059.562500 Penalty: 2833.884521
	Iteration 17Q: 3 clusters Score -736059.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -736119.687500 Penalty: 2833.884521
	Iteration 18Q: 3 clusters Score -736119.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -736165.687500 Penalty: 2833.884521
	Iteration 19Q: 3 clusters Score -736165.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -736207.750000 Penalty: 2833.884521
	Iteration 20F: 3 clusters Score -736207.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -736241.500000 Penalty: 2833.884521
	Iteration 21Q: 3 clusters Score -736241.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -736269.500000 Penalty: 2833.884521
	Iteration 22Q: 3 clusters Score -736269.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -736306.062500 Penalty: 2833.884521
	Iteration 23Q: 3 clusters Score -736306.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -736349.500000 Penalty: 2833.884521
	Iteration 24Q: 3 clusters Score -736349.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -736385.062500 Penalty: 2833.884521
	Iteration 25Q: 3 clusters Score -736385.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -736437.125000 Penalty: 2833.884521
	Iteration 26Q: 3 clusters Score -736437.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -736497.500000 Penalty: 2833.884521
	Iteration 27Q: 3 clusters Score -736497.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -736546.312500 Penalty: 2833.884521
	Iteration 28Q: 3 clusters Score -736546.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -736583.625000 Penalty: 2833.884521
	Iteration 29Q: 3 clusters Score -736583.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -736606.937500 Penalty: 2833.884521
	Iteration 30Q: 3 clusters Score -736606.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -736630.375000 Penalty: 2833.884521
	Iteration 31Q: 3 clusters Score -736630.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -736648.500000 Penalty: 2833.884521
	Iteration 32Q: 3 clusters Score -736648.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -736657.125000 Penalty: 2833.884521
	Iteration 33Q: 3 clusters Score -736657.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -736663.875000 Penalty: 2833.884521
	Iteration 34Q: 3 clusters Score -736663.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -736669.750000 Penalty: 2833.884521
	Iteration 35Q: 3 clusters Score -736669.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -736679.687500 Penalty: 2833.884521
	Iteration 36Q: 3 clusters Score -736679.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -736685.937500 Penalty: 2833.884521
	Iteration 37Q: 3 clusters Score -736685.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -736690.562500 Penalty: 2833.884521
	Iteration 38Q: 3 clusters Score -736690.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -736694.625000 Penalty: 2833.884521
	Iteration 39Q: 3 clusters Score -736694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -736697.937500 Penalty: 2833.884521
	Iteration 40F: 3 clusters Score -736697.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -736701.750000 Penalty: 2833.884521
	Iteration 41Q: 3 clusters Score -736701.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -736705.625000 Penalty: 2833.884521
	Iteration 42Q: 3 clusters Score -736705.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -736707.562500 Penalty: 2833.884521
	Iteration 43Q: 3 clusters Score -736707.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -736709.750000 Penalty: 2833.884521
	Iteration 44Q: 3 clusters Score -736709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -736712.437500 Penalty: 2833.884521
	Iteration 45Q: 3 clusters Score -736712.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -736712.375000 Penalty: 2833.884521
	Iteration 46Q: 3 clusters Score -736712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -736712.437500 Penalty: 2833.884521
	Iteration 47Q: 3 clusters Score -736712.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -736713.312500 Penalty: 2833.884521
	Iteration 48Q: 3 clusters Score -736713.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -736713.375000 Penalty: 2833.884521
	Iteration 49Q: 3 clusters Score -736713.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -736713.500000 Penalty: 2833.884521
	Iteration 50Q: 3 clusters Score -736713.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -736715.437500 Penalty: 2833.884521
	Iteration 51Q: 3 clusters Score -736715.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -736715.437500 Penalty: 2833.884521
	Iteration 52F: 3 clusters Score -736715.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Entering Unmasked Estep 
Score: -1264710.000000 Penalty: 1503.661987
	Iteration 0F: 2 clusters Score -1264710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1257242.625000 Penalty: 3007.323975
	Iteration 0F: 3 clusters Score -1257243 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1259855.750000 Penalty: 3007.323975
	Iteration 1F: 3 clusters Score -1259856 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1260162.375000 Penalty: 3007.323975
	Iteration 2F: 3 clusters Score -1260162 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1260430.000000 Penalty: 3007.323975
	Iteration 3F: 3 clusters Score -1260430 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1260652.375000 Penalty: 3007.323975
	Iteration 4Q: 3 clusters Score -1260652 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1260843.625000 Penalty: 3007.323975
	Iteration 5Q: 3 clusters Score -1260844 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1261014.875000 Penalty: 3007.323975
	Iteration 6Q: 3 clusters Score -1261015 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1261207.375000 Penalty: 3007.323975
	Iteration 7Q: 3 clusters Score -1261207 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1261456.375000 Penalty: 3007.323975
	Iteration 8Q: 3 clusters Score -1261456 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1261731.750000 Penalty: 3007.323975
	Iteration 9Q: 3 clusters Score -1261732 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1261991.125000 Penalty: 3007.323975
	Iteration 10Q: 3 clusters Score -1261991 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1262200.750000 Penalty: 3007.323975
	Iteration 11Q: 3 clusters Score -1262201 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1262369.625000 Penalty: 3007.323975
	Iteration 12Q: 3 clusters Score -1262370 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1262482.375000 Penalty: 3007.323975
	Iteration 13Q: 3 clusters Score -1262482 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1262573.125000 Penalty: 3007.323975
	Iteration 14Q: 3 clusters Score -1262573 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1262655.375000 Penalty: 3007.323975
	Iteration 15Q: 3 clusters Score -1262655 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1262741.125000 Penalty: 3007.323975
	Iteration 16Q: 3 clusters Score -1262741 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1262806.500000 Penalty: 3007.323975
	Iteration 17Q: 3 clusters Score -1262806 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1262859.375000 Penalty: 3007.323975
	Iteration 18Q: 3 clusters Score -1262859 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1262911.500000 Penalty: 3007.323975
	Iteration 19Q: 3 clusters Score -1262912 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1262945.875000 Penalty: 3007.323975
	Iteration 20F: 3 clusters Score -1262946 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1262979.500000 Penalty: 3007.323975
	Iteration 21Q: 3 clusters Score -1262980 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1263017.000000 Penalty: 3007.323975
	Iteration 22Q: 3 clusters Score -1263017 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1263052.000000 Penalty: 3007.323975
	Iteration 23Q: 3 clusters Score -1263052 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1263083.750000 Penalty: 3007.323975
	Iteration 24Q: 3 clusters Score -1263084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1263103.500000 Penalty: 3007.323975
	Iteration 25Q: 3 clusters Score -1263104 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1263129.625000 Penalty: 3007.323975
	Iteration 26Q: 3 clusters Score -1263130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1263151.625000 Penalty: 3007.323975
	Iteration 27Q: 3 clusters Score -1263152 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1263172.625000 Penalty: 3007.323975
	Iteration 28Q: 3 clusters Score -1263173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1263193.000000 Penalty: 3007.323975
	Iteration 29Q: 3 clusters Score -1263193 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1263213.500000 Penalty: 3007.323975
	Iteration 30Q: 3 clusters Score -1263214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1263233.625000 Penalty: 3007.323975
	Iteration 31Q: 3 clusters Score -1263234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1263249.000000 Penalty: 3007.323975
	Iteration 32Q: 3 clusters Score -1263249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1263261.750000 Penalty: 3007.323975
	Iteration 33Q: 3 clusters Score -1263262 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1263280.375000 Penalty: 3007.323975
	Iteration 34Q: 3 clusters Score -1263280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1263293.750000 Penalty: 3007.323975
	Iteration 35Q: 3 clusters Score -1263294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1263309.125000 Penalty: 3007.323975
	Iteration 36Q: 3 clusters Score -1263309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1263325.000000 Penalty: 3007.323975
	Iteration 37Q: 3 clusters Score -1263325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1263339.875000 Penalty: 3007.323975
	Iteration 38Q: 3 clusters Score -1263340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1263355.125000 Penalty: 3007.323975
	Iteration 39Q: 3 clusters Score -1263355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1263363.250000 Penalty: 3007.323975
	Iteration 40F: 3 clusters Score -1263363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1263369.875000 Penalty: 3007.323975
	Iteration 41Q: 3 clusters Score -1263370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1263372.250000 Penalty: 3007.323975
	Iteration 42Q: 3 clusters Score -1263372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1263376.500000 Penalty: 3007.323975
	Iteration 43Q: 3 clusters Score -1263376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1263381.000000 Penalty: 3007.323975
	Iteration 44Q: 3 clusters Score -1263381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1263389.000000 Penalty: 3007.323975
	Iteration 45Q: 3 clusters Score -1263389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1263391.750000 Penalty: 3007.323975
	Iteration 46Q: 3 clusters Score -1263392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1263396.625000 Penalty: 3007.323975
	Iteration 47Q: 3 clusters Score -1263397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1263397.000000 Penalty: 3007.323975
	Iteration 48Q: 3 clusters Score -1263397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1263403.875000 Penalty: 3007.323975
	Iteration 49Q: 3 clusters Score -1263404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1263406.750000 Penalty: 3007.323975
	Iteration 50Q: 3 clusters Score -1263407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1263410.125000 Penalty: 3007.323975
	Iteration 51Q: 3 clusters Score -1263410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1263419.250000 Penalty: 3007.323975
	Iteration 52Q: 3 clusters Score -1263419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1263424.250000 Penalty: 3007.323975
	Iteration 53Q: 3 clusters Score -1263424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1263430.000000 Penalty: 3007.323975
	Iteration 54Q: 3 clusters Score -1263430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1263434.500000 Penalty: 3007.323975
	Iteration 55Q: 3 clusters Score -1263434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1263436.375000 Penalty: 3007.323975
	Iteration 56Q: 3 clusters Score -1263436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1263442.625000 Penalty: 3007.323975
	Iteration 57Q: 3 clusters Score -1263443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1263443.375000 Penalty: 3007.323975
	Iteration 58Q: 3 clusters Score -1263443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1263449.125000 Penalty: 3007.323975
	Iteration 59Q: 3 clusters Score -1263449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1263453.875000 Penalty: 3007.323975
	Iteration 60F: 3 clusters Score -1263454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1263459.125000 Penalty: 3007.323975
	Iteration 61Q: 3 clusters Score -1263459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1263465.500000 Penalty: 3007.323975
	Iteration 62Q: 3 clusters Score -1263466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1263470.875000 Penalty: 3007.323975
	Iteration 63Q: 3 clusters Score -1263471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1263477.875000 Penalty: 3007.323975
	Iteration 64Q: 3 clusters Score -1263478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1263485.125000 Penalty: 3007.323975
	Iteration 65Q: 3 clusters Score -1263485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1263486.375000 Penalty: 3007.323975
	Iteration 66Q: 3 clusters Score -1263486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1263492.375000 Penalty: 3007.323975
	Iteration 67Q: 3 clusters Score -1263492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1263494.625000 Penalty: 3007.323975
	Iteration 68Q: 3 clusters Score -1263495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1263493.875000 Penalty: 3007.323975
	Iteration 69Q: 3 clusters Score -1263494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1263493.500000 Penalty: 3007.323975
	Iteration 70Q: 3 clusters Score -1263494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1263493.500000 Penalty: 3007.323975
	Iteration 71F: 3 clusters Score -1263494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Entering Unmasked Estep 
Score: -3542746.500000 Penalty: 1660.805176
	Iteration 0F: 2 clusters Score -3542746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3524068.500000 Penalty: 3321.610352
	Iteration 0F: 3 clusters Score -3524068 nChanged 12688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3531229.250000 Penalty: 3321.610352
	Iteration 1F: 3 clusters Score -3531229 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3531677.750000 Penalty: 3321.610352
	Iteration 2Q: 3 clusters Score -3531678 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3532211.500000 Penalty: 3321.610352
	Iteration 3Q: 3 clusters Score -3532212 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3532848.500000 Penalty: 3321.610352
	Iteration 4Q: 3 clusters Score -3532848 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3533554.500000 Penalty: 3321.610352
	Iteration 5Q: 3 clusters Score -3533554 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3534445.500000 Penalty: 3321.610352
	Iteration 6F: 3 clusters Score -3534446 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3535456.750000 Penalty: 3321.610352
	Iteration 7F: 3 clusters Score -3535457 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -3536510.750000 Penalty: 3321.610352
	Iteration 8F: 3 clusters Score -3536511 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3537518.000000 Penalty: 3321.610352
	Iteration 9Q: 3 clusters Score -3537518 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3538363.750000 Penalty: 3321.610352
	Iteration 10Q: 3 clusters Score -3538364 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3539046.750000 Penalty: 3321.610352
	Iteration 11Q: 3 clusters Score -3539047 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3539581.500000 Penalty: 3321.610352
	Iteration 12Q: 3 clusters Score -3539582 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3539994.500000 Penalty: 3321.610352
	Iteration 13Q: 3 clusters Score -3539994 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3540327.250000 Penalty: 3321.610352
	Iteration 14Q: 3 clusters Score -3540327 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3540589.000000 Penalty: 3321.610352
	Iteration 15Q: 3 clusters Score -3540589 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3540766.250000 Penalty: 3321.610352
	Iteration 16Q: 3 clusters Score -3540766 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3540908.250000 Penalty: 3321.610352
	Iteration 17Q: 3 clusters Score -3540908 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3541012.500000 Penalty: 3321.610352
	Iteration 18Q: 3 clusters Score -3541012 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3541079.250000 Penalty: 3321.610352
	Iteration 19Q: 3 clusters Score -3541079 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3541122.250000 Penalty: 3321.610352
	Iteration 20F: 3 clusters Score -3541122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3541152.250000 Penalty: 3321.610352
	Iteration 21Q: 3 clusters Score -3541152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3541185.750000 Penalty: 3321.610352
	Iteration 22Q: 3 clusters Score -3541186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3541207.500000 Penalty: 3321.610352
	Iteration 23Q: 3 clusters Score -3541208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3541217.500000 Penalty: 3321.610352
	Iteration 24Q: 3 clusters Score -3541218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3541229.500000 Penalty: 3321.610352
	Iteration 25Q: 3 clusters Score -3541230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3541236.750000 Penalty: 3321.610352
	Iteration 26Q: 3 clusters Score -3541237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3541243.750000 Penalty: 3321.610352
	Iteration 27Q: 3 clusters Score -3541244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3541244.500000 Penalty: 3321.610352
	Iteration 28Q: 3 clusters Score -3541244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3541254.250000 Penalty: 3321.610352
	Iteration 29Q: 3 clusters Score -3541254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3541265.000000 Penalty: 3321.610352
	Iteration 30Q: 3 clusters Score -3541265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3541267.500000 Penalty: 3321.610352
	Iteration 31Q: 3 clusters Score -3541268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3541270.500000 Penalty: 3321.610352
	Iteration 32Q: 3 clusters Score -3541270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3541270.500000 Penalty: 3321.610352
	Iteration 33F: 3 clusters Score -3541270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -808465.500000 Penalty: 1424.792236
	Iteration 0F: 2 clusters Score -808465.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -803614.125000 Penalty: 2849.584473
	Iteration 0F: 3 clusters Score -803614.1 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -805048.312500 Penalty: 2849.584473
	Iteration 1F: 3 clusters Score -805048.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -805394.562500 Penalty: 2849.584473
	Iteration 2F: 3 clusters Score -805394.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -805840.000000 Penalty: 2849.584473
	Iteration 3F: 3 clusters Score -805840 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -806346.687500 Penalty: 2849.584473
	Iteration 4F: 3 clusters Score -806346.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -806797.812500 Penalty: 2849.584473
	Iteration 5F: 3 clusters Score -806797.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -807139.250000 Penalty: 2849.584473
	Iteration 6F: 3 clusters Score -807139.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -807363.875000 Penalty: 2849.584473
	Iteration 7F: 3 clusters Score -807363.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -807509.875000 Penalty: 2849.584473
	Iteration 8Q: 3 clusters Score -807509.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -807609.812500 Penalty: 2849.584473
	Iteration 9Q: 3 clusters Score -807609.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -807672.937500 Penalty: 2849.584473
	Iteration 10Q: 3 clusters Score -807672.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -807702.375000 Penalty: 2849.584473
	Iteration 11Q: 3 clusters Score -807702.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -807728.250000 Penalty: 2849.584473
	Iteration 12Q: 3 clusters Score -807728.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -807747.437500 Penalty: 2849.584473
	Iteration 13Q: 3 clusters Score -807747.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -807763.812500 Penalty: 2849.584473
	Iteration 14Q: 3 clusters Score -807763.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -807778.750000 Penalty: 2849.584473
	Iteration 15Q: 3 clusters Score -807778.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -807790.562500 Penalty: 2849.584473
	Iteration 16Q: 3 clusters Score -807790.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -807799.812500 Penalty: 2849.584473
	Iteration 17Q: 3 clusters Score -807799.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -807811.937500 Penalty: 2849.584473
	Iteration 18Q: 3 clusters Score -807811.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -807822.625000 Penalty: 2849.584473
	Iteration 19Q: 3 clusters Score -807822.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -807830.687500 Penalty: 2849.584473
	Iteration 20F: 3 clusters Score -807830.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -807835.000000 Penalty: 2849.584473
	Iteration 21Q: 3 clusters Score -807835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -807843.687500 Penalty: 2849.584473
	Iteration 22Q: 3 clusters Score -807843.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -807852.312500 Penalty: 2849.584473
	Iteration 23Q: 3 clusters Score -807852.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -807860.250000 Penalty: 2849.584473
	Iteration 24Q: 3 clusters Score -807860.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -807866.250000 Penalty: 2849.584473
	Iteration 25Q: 3 clusters Score -807866.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -807873.062500 Penalty: 2849.584473
	Iteration 26Q: 3 clusters Score -807873.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -807879.125000 Penalty: 2849.584473
	Iteration 27Q: 3 clusters Score -807879.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -807882.062500 Penalty: 2849.584473
	Iteration 28Q: 3 clusters Score -807882.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -807887.750000 Penalty: 2849.584473
	Iteration 29Q: 3 clusters Score -807887.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -807889.625000 Penalty: 2849.584473
	Iteration 30Q: 3 clusters Score -807889.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -807892.062500 Penalty: 2849.584473
	Iteration 31Q: 3 clusters Score -807892.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -807894.000000 Penalty: 2849.584473
	Iteration 32Q: 3 clusters Score -807894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -807896.625000 Penalty: 2849.584473
	Iteration 33Q: 3 clusters Score -807896.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -807897.937500 Penalty: 2849.584473
	Iteration 34Q: 3 clusters Score -807897.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -807899.750000 Penalty: 2849.584473
	Iteration 35Q: 3 clusters Score -807899.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -807900.375000 Penalty: 2849.584473
	Iteration 36Q: 3 clusters Score -807900.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -807900.625000 Penalty: 2849.584473
	Iteration 37Q: 3 clusters Score -807900.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -807901.937500 Penalty: 2849.584473
	Iteration 38Q: 3 clusters Score -807901.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -807902.625000 Penalty: 2849.584473
	Iteration 39Q: 3 clusters Score -807902.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -807906.062500 Penalty: 2849.584473
	Iteration 40F: 3 clusters Score -807906.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -807906.000000 Penalty: 2849.584473
	Iteration 41Q: 3 clusters Score -807906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -807907.500000 Penalty: 2849.584473
	Iteration 42Q: 3 clusters Score -807907.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -807906.687500 Penalty: 2849.584473
	Iteration 43Q: 3 clusters Score -807906.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -807906.687500 Penalty: 2849.584473
	Iteration 44F: 3 clusters Score -807906.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Entering Unmasked Estep 
Score: -974085.187500 Penalty: 1454.398315
	Iteration 0F: 2 clusters Score -974085.2 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 3830 members 
Entering Unmasked Estep 
Score: -968350.625000 Penalty: 2908.796631
	Iteration 0F: 3 clusters Score -968350.6 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -970138.812500 Penalty: 2908.796631
	Iteration 1F: 3 clusters Score -970138.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -970540.937500 Penalty: 2908.796631
	Iteration 2F: 3 clusters Score -970540.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -970954.562500 Penalty: 2908.796631
	Iteration 3F: 3 clusters Score -970954.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -971433.687500 Penalty: 2908.796631
	Iteration 4F: 3 clusters Score -971433.7 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -971912.875000 Penalty: 2908.796631
	Iteration 5F: 3 clusters Score -971912.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -972329.000000 Penalty: 2908.796631
	Iteration 6F: 3 clusters Score -972329 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -972658.375000 Penalty: 2908.796631
	Iteration 7F: 3 clusters Score -972658.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -972898.812500 Penalty: 2908.796631
	Iteration 8Q: 3 clusters Score -972898.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -973069.000000 Penalty: 2908.796631
	Iteration 9Q: 3 clusters Score -973069 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -973175.437500 Penalty: 2908.796631
	Iteration 10Q: 3 clusters Score -973175.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -973238.062500 Penalty: 2908.796631
	Iteration 11Q: 3 clusters Score -973238.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -973286.187500 Penalty: 2908.796631
	Iteration 12Q: 3 clusters Score -973286.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -973318.500000 Penalty: 2908.796631
	Iteration 13Q: 3 clusters Score -973318.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -973334.750000 Penalty: 2908.796631
	Iteration 14Q: 3 clusters Score -973334.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -973354.687500 Penalty: 2908.796631
	Iteration 15Q: 3 clusters Score -973354.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -973362.500000 Penalty: 2908.796631
	Iteration 16Q: 3 clusters Score -973362.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -973370.562500 Penalty: 2908.796631
	Iteration 17Q: 3 clusters Score -973370.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -973375.687500 Penalty: 2908.796631
	Iteration 18Q: 3 clusters Score -973375.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -973384.937500 Penalty: 2908.796631
	Iteration 19Q: 3 clusters Score -973384.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -973389.437500 Penalty: 2908.796631
	Iteration 20F: 3 clusters Score -973389.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -973396.500000 Penalty: 2908.796631
	Iteration 21Q: 3 clusters Score -973396.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -973407.500000 Penalty: 2908.796631
	Iteration 22Q: 3 clusters Score -973407.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -973419.375000 Penalty: 2908.796631
	Iteration 23Q: 3 clusters Score -973419.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -973429.187500 Penalty: 2908.796631
	Iteration 24Q: 3 clusters Score -973429.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -973437.500000 Penalty: 2908.796631
	Iteration 25Q: 3 clusters Score -973437.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -973444.062500 Penalty: 2908.796631
	Iteration 26Q: 3 clusters Score -973444.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -973447.437500 Penalty: 2908.796631
	Iteration 27Q: 3 clusters Score -973447.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -973457.250000 Penalty: 2908.796631
	Iteration 28Q: 3 clusters Score -973457.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -973466.312500 Penalty: 2908.796631
	Iteration 29Q: 3 clusters Score -973466.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -973478.250000 Penalty: 2908.796631
	Iteration 30Q: 3 clusters Score -973478.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -973487.250000 Penalty: 2908.796631
	Iteration 31Q: 3 clusters Score -973487.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -973495.500000 Penalty: 2908.796631
	Iteration 32Q: 3 clusters Score -973495.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -973500.937500 Penalty: 2908.796631
	Iteration 33Q: 3 clusters Score -973500.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -973506.937500 Penalty: 2908.796631
	Iteration 34Q: 3 clusters Score -973506.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -973515.562500 Penalty: 2908.796631
	Iteration 35Q: 3 clusters Score -973515.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -973525.312500 Penalty: 2908.796631
	Iteration 36Q: 3 clusters Score -973525.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -973532.375000 Penalty: 2908.796631
	Iteration 37Q: 3 clusters Score -973532.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -973537.562500 Penalty: 2908.796631
	Iteration 38Q: 3 clusters Score -973537.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -973546.500000 Penalty: 2908.796631
	Iteration 39Q: 3 clusters Score -973546.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -973551.250000 Penalty: 2908.796631
	Iteration 40F: 3 clusters Score -973551.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -973556.125000 Penalty: 2908.796631
	Iteration 41Q: 3 clusters Score -973556.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -973560.625000 Penalty: 2908.796631
	Iteration 42Q: 3 clusters Score -973560.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -973568.437500 Penalty: 2908.796631
	Iteration 43Q: 3 clusters Score -973568.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -973573.625000 Penalty: 2908.796631
	Iteration 44Q: 3 clusters Score -973573.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -973573.937500 Penalty: 2908.796631
	Iteration 45Q: 3 clusters Score -973573.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -973576.312500 Penalty: 2908.796631
	Iteration 46Q: 3 clusters Score -973576.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -973579.687500 Penalty: 2908.796631
	Iteration 47Q: 3 clusters Score -973579.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -973583.000000 Penalty: 2908.796631
	Iteration 48Q: 3 clusters Score -973583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -973585.750000 Penalty: 2908.796631
	Iteration 49Q: 3 clusters Score -973585.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -973588.500000 Penalty: 2908.796631
	Iteration 50Q: 3 clusters Score -973588.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -973589.625000 Penalty: 2908.796631
	Iteration 51Q: 3 clusters Score -973589.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -973591.875000 Penalty: 2908.796631
	Iteration 52Q: 3 clusters Score -973591.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -973591.125000 Penalty: 2908.796631
	Iteration 53Q: 3 clusters Score -973591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -973592.500000 Penalty: 2908.796631
	Iteration 54Q: 3 clusters Score -973592.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -973596.000000 Penalty: 2908.796631
	Iteration 55Q: 3 clusters Score -973596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -973596.875000 Penalty: 2908.796631
	Iteration 56Q: 3 clusters Score -973596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -973596.250000 Penalty: 2908.796631
	Iteration 57Q: 3 clusters Score -973596.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -973598.437500 Penalty: 2908.796631
	Iteration 58Q: 3 clusters Score -973598.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -973597.250000 Penalty: 2908.796631
	Iteration 59Q: 3 clusters Score -973597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -973597.625000 Penalty: 2908.796631
	Iteration 60F: 3 clusters Score -973597.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -973597.625000 Penalty: 2908.796631
	Iteration 61Q: 3 clusters Score -973597.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -973597.625000 Penalty: 2908.796631
	Iteration 62F: 3 clusters Score -973597.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Entering Unmasked Estep 
Score: -1871861.625000 Penalty: 1561.099243
	Iteration 0F: 2 clusters Score -1871862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1861667.125000 Penalty: 3122.198486
	Iteration 0F: 3 clusters Score -1861667 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1865225.000000 Penalty: 3122.198486
	Iteration 1F: 3 clusters Score -1865225 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1865685.375000 Penalty: 3122.198486
	Iteration 2F: 3 clusters Score -1865685 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1866172.750000 Penalty: 3122.198486
	Iteration 3F: 3 clusters Score -1866173 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1866689.375000 Penalty: 3122.198486
	Iteration 4F: 3 clusters Score -1866689 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1867282.500000 Penalty: 3122.198486
	Iteration 5F: 3 clusters Score -1867282 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1867932.625000 Penalty: 3122.198486
	Iteration 6F: 3 clusters Score -1867933 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1868605.000000 Penalty: 3122.198486
	Iteration 7F: 3 clusters Score -1868605 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1869219.875000 Penalty: 3122.198486
	Iteration 8Q: 3 clusters Score -1869220 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1869716.625000 Penalty: 3122.198486
	Iteration 9Q: 3 clusters Score -1869717 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1870024.500000 Penalty: 3122.198486
	Iteration 10Q: 3 clusters Score -1870024 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1870187.500000 Penalty: 3122.198486
	Iteration 11Q: 3 clusters Score -1870188 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1870307.250000 Penalty: 3122.198486
	Iteration 12Q: 3 clusters Score -1870307 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1870409.125000 Penalty: 3122.198486
	Iteration 13Q: 3 clusters Score -1870409 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1870488.375000 Penalty: 3122.198486
	Iteration 14Q: 3 clusters Score -1870488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1870546.000000 Penalty: 3122.198486
	Iteration 15Q: 3 clusters Score -1870546 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1870601.375000 Penalty: 3122.198486
	Iteration 16Q: 3 clusters Score -1870601 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1870637.500000 Penalty: 3122.198486
	Iteration 17Q: 3 clusters Score -1870638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1870679.250000 Penalty: 3122.198486
	Iteration 18Q: 3 clusters Score -1870679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1870705.750000 Penalty: 3122.198486
	Iteration 19Q: 3 clusters Score -1870706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1870741.000000 Penalty: 3122.198486
	Iteration 20F: 3 clusters Score -1870741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1870757.500000 Penalty: 3122.198486
	Iteration 21Q: 3 clusters Score -1870758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1870773.750000 Penalty: 3122.198486
	Iteration 22Q: 3 clusters Score -1870774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1870783.500000 Penalty: 3122.198486
	Iteration 23Q: 3 clusters Score -1870784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1870799.500000 Penalty: 3122.198486
	Iteration 24Q: 3 clusters Score -1870800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1870809.000000 Penalty: 3122.198486
	Iteration 25Q: 3 clusters Score -1870809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1870816.875000 Penalty: 3122.198486
	Iteration 26Q: 3 clusters Score -1870817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1870821.125000 Penalty: 3122.198486
	Iteration 27Q: 3 clusters Score -1870821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1870832.750000 Penalty: 3122.198486
	Iteration 28Q: 3 clusters Score -1870833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1870836.250000 Penalty: 3122.198486
	Iteration 29Q: 3 clusters Score -1870836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1870838.875000 Penalty: 3122.198486
	Iteration 30Q: 3 clusters Score -1870839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1870846.125000 Penalty: 3122.198486
	Iteration 31Q: 3 clusters Score -1870846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1870854.250000 Penalty: 3122.198486
	Iteration 32Q: 3 clusters Score -1870854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1870857.625000 Penalty: 3122.198486
	Iteration 33Q: 3 clusters Score -1870858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1870863.125000 Penalty: 3122.198486
	Iteration 34Q: 3 clusters Score -1870863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1870866.375000 Penalty: 3122.198486
	Iteration 35Q: 3 clusters Score -1870866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1870867.250000 Penalty: 3122.198486
	Iteration 36Q: 3 clusters Score -1870867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1870868.375000 Penalty: 3122.198486
	Iteration 37Q: 3 clusters Score -1870868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1870872.000000 Penalty: 3122.198486
	Iteration 38Q: 3 clusters Score -1870872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1870874.625000 Penalty: 3122.198486
	Iteration 39Q: 3 clusters Score -1870875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1870877.000000 Penalty: 3122.198486
	Iteration 40F: 3 clusters Score -1870877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1870878.750000 Penalty: 3122.198486
	Iteration 41Q: 3 clusters Score -1870879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1870879.000000 Penalty: 3122.198486
	Iteration 42Q: 3 clusters Score -1870879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1870879.375000 Penalty: 3122.198486
	Iteration 43Q: 3 clusters Score -1870879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1870877.750000 Penalty: 3122.198486
	Iteration 44Q: 3 clusters Score -1870878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1870883.500000 Penalty: 3122.198486
	Iteration 45Q: 3 clusters Score -1870884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1870880.375000 Penalty: 3122.198486
	Iteration 46Q: 3 clusters Score -1870880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1870883.875000 Penalty: 3122.198486
	Iteration 47Q: 3 clusters Score -1870884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1870888.750000 Penalty: 3122.198486
	Iteration 48Q: 3 clusters Score -1870889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1870887.125000 Penalty: 3122.198486
	Iteration 49Q: 3 clusters Score -1870887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1870889.000000 Penalty: 3122.198486
	Iteration 50Q: 3 clusters Score -1870889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1870888.625000 Penalty: 3122.198486
	Iteration 51Q: 3 clusters Score -1870889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1870888.625000 Penalty: 3122.198486
	Iteration 52F: 3 clusters Score -1870889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -443131.156250 Penalty: 1314.889404
	Iteration 0F: 2 clusters Score -443131.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -440222.281250 Penalty: 2629.778809
	Iteration 0F: 3 clusters Score -440222.3 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -440950.812500 Penalty: 2629.778809
	Iteration 1F: 3 clusters Score -440950.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -441084.281250 Penalty: 2629.778809
	Iteration 2F: 3 clusters Score -441084.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -441156.156250 Penalty: 2629.778809
	Iteration 3Q: 3 clusters Score -441156.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -441200.750000 Penalty: 2629.778809
	Iteration 4Q: 3 clusters Score -441200.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -441229.000000 Penalty: 2629.778809
	Iteration 5Q: 3 clusters Score -441229 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -441251.781250 Penalty: 2629.778809
	Iteration 6Q: 3 clusters Score -441251.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -441268.343750 Penalty: 2629.778809
	Iteration 7Q: 3 clusters Score -441268.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -441282.593750 Penalty: 2629.778809
	Iteration 8Q: 3 clusters Score -441282.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -441290.812500 Penalty: 2629.778809
	Iteration 9Q: 3 clusters Score -441290.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -441296.093750 Penalty: 2629.778809
	Iteration 10Q: 3 clusters Score -441296.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -441303.562500 Penalty: 2629.778809
	Iteration 11Q: 3 clusters Score -441303.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -441312.125000 Penalty: 2629.778809
	Iteration 12Q: 3 clusters Score -441312.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -441319.968750 Penalty: 2629.778809
	Iteration 13Q: 3 clusters Score -441320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -441327.218750 Penalty: 2629.778809
	Iteration 14Q: 3 clusters Score -441327.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -441333.437500 Penalty: 2629.778809
	Iteration 15Q: 3 clusters Score -441333.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -441338.750000 Penalty: 2629.778809
	Iteration 16Q: 3 clusters Score -441338.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -441340.937500 Penalty: 2629.778809
	Iteration 17Q: 3 clusters Score -441340.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -441343.593750 Penalty: 2629.778809
	Iteration 18Q: 3 clusters Score -441343.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -441345.687500 Penalty: 2629.778809
	Iteration 19Q: 3 clusters Score -441345.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -441346.781250 Penalty: 2629.778809
	Iteration 20F: 3 clusters Score -441346.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -441349.437500 Penalty: 2629.778809
	Iteration 21Q: 3 clusters Score -441349.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -441352.343750 Penalty: 2629.778809
	Iteration 22Q: 3 clusters Score -441352.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -441357.718750 Penalty: 2629.778809
	Iteration 23Q: 3 clusters Score -441357.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -441367.937500 Penalty: 2629.778809
	Iteration 24Q: 3 clusters Score -441367.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -441378.156250 Penalty: 2629.778809
	Iteration 25Q: 3 clusters Score -441378.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -441387.218750 Penalty: 2629.778809
	Iteration 26Q: 3 clusters Score -441387.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -441396.500000 Penalty: 2629.778809
	Iteration 27Q: 3 clusters Score -441396.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -441404.562500 Penalty: 2629.778809
	Iteration 28Q: 3 clusters Score -441404.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -441411.875000 Penalty: 2629.778809
	Iteration 29Q: 3 clusters Score -441411.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -441416.968750 Penalty: 2629.778809
	Iteration 30Q: 3 clusters Score -441417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -441421.218750 Penalty: 2629.778809
	Iteration 31Q: 3 clusters Score -441421.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -441426.156250 Penalty: 2629.778809
	Iteration 32Q: 3 clusters Score -441426.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -441431.437500 Penalty: 2629.778809
	Iteration 33Q: 3 clusters Score -441431.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -441440.750000 Penalty: 2629.778809
	Iteration 34Q: 3 clusters Score -441440.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -441446.000000 Penalty: 2629.778809
	Iteration 35Q: 3 clusters Score -441446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -441451.343750 Penalty: 2629.778809
	Iteration 36Q: 3 clusters Score -441451.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -441455.187500 Penalty: 2629.778809
	Iteration 37Q: 3 clusters Score -441455.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -441458.656250 Penalty: 2629.778809
	Iteration 38Q: 3 clusters Score -441458.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -441462.531250 Penalty: 2629.778809
	Iteration 39Q: 3 clusters Score -441462.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -441465.437500 Penalty: 2629.778809
	Iteration 40F: 3 clusters Score -441465.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -441470.718750 Penalty: 2629.778809
	Iteration 41Q: 3 clusters Score -441470.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -441474.156250 Penalty: 2629.778809
	Iteration 42Q: 3 clusters Score -441474.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -441479.625000 Penalty: 2629.778809
	Iteration 43Q: 3 clusters Score -441479.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -441484.312500 Penalty: 2629.778809
	Iteration 44Q: 3 clusters Score -441484.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -441489.781250 Penalty: 2629.778809
	Iteration 45Q: 3 clusters Score -441489.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -441497.281250 Penalty: 2629.778809
	Iteration 46Q: 3 clusters Score -441497.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -441505.781250 Penalty: 2629.778809
	Iteration 47Q: 3 clusters Score -441505.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -441514.281250 Penalty: 2629.778809
	Iteration 48Q: 3 clusters Score -441514.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -441519.718750 Penalty: 2629.778809
	Iteration 49Q: 3 clusters Score -441519.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -441527.000000 Penalty: 2629.778809
	Iteration 50Q: 3 clusters Score -441527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -441536.250000 Penalty: 2629.778809
	Iteration 51Q: 3 clusters Score -441536.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -441542.312500 Penalty: 2629.778809
	Iteration 52Q: 3 clusters Score -441542.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -441552.250000 Penalty: 2629.778809
	Iteration 53Q: 3 clusters Score -441552.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -441563.031250 Penalty: 2629.778809
	Iteration 54Q: 3 clusters Score -441563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -441576.156250 Penalty: 2629.778809
	Iteration 55Q: 3 clusters Score -441576.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -441587.562500 Penalty: 2629.778809
	Iteration 56Q: 3 clusters Score -441587.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -441596.406250 Penalty: 2629.778809
	Iteration 57Q: 3 clusters Score -441596.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -441608.031250 Penalty: 2629.778809
	Iteration 58Q: 3 clusters Score -441608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -441616.437500 Penalty: 2629.778809
	Iteration 59Q: 3 clusters Score -441616.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -441625.093750 Penalty: 2629.778809
	Iteration 60F: 3 clusters Score -441625.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -441637.437500 Penalty: 2629.778809
	Iteration 61Q: 3 clusters Score -441637.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -441650.468750 Penalty: 2629.778809
	Iteration 62Q: 3 clusters Score -441650.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -441664.656250 Penalty: 2629.778809
	Iteration 63Q: 3 clusters Score -441664.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -441677.781250 Penalty: 2629.778809
	Iteration 64Q: 3 clusters Score -441677.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -441696.968750 Penalty: 2629.778809
	Iteration 65Q: 3 clusters Score -441697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -441713.187500 Penalty: 2629.778809
	Iteration 66Q: 3 clusters Score -441713.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -441730.718750 Penalty: 2629.778809
	Iteration 67Q: 3 clusters Score -441730.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -441754.656250 Penalty: 2629.778809
	Iteration 68Q: 3 clusters Score -441754.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -441784.843750 Penalty: 2629.778809
	Iteration 69Q: 3 clusters Score -441784.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -441814.250000 Penalty: 2629.778809
	Iteration 70Q: 3 clusters Score -441814.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -441842.750000 Penalty: 2629.778809
	Iteration 71Q: 3 clusters Score -441842.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -441866.156250 Penalty: 2629.778809
	Iteration 72Q: 3 clusters Score -441866.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -441874.000000 Penalty: 2629.778809
	Iteration 73Q: 3 clusters Score -441874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -441885.406250 Penalty: 2629.778809
	Iteration 74Q: 3 clusters Score -441885.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -441899.531250 Penalty: 2629.778809
	Iteration 75Q: 3 clusters Score -441899.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -441908.281250 Penalty: 2629.778809
	Iteration 76Q: 3 clusters Score -441908.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -441916.156250 Penalty: 2629.778809
	Iteration 77Q: 3 clusters Score -441916.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -441922.906250 Penalty: 2629.778809
	Iteration 78Q: 3 clusters Score -441922.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -441924.812500 Penalty: 2629.778809
	Iteration 79Q: 3 clusters Score -441924.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -441924.812500 Penalty: 2629.778809
	Iteration 80F: 3 clusters Score -441924.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Entering Unmasked Estep 
Score: -688742.750000 Penalty: 1413.995728
	Iteration 0F: 2 clusters Score -688742.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -684221.937500 Penalty: 2827.991455
	Iteration 0F: 3 clusters Score -684221.9 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -685674.125000 Penalty: 2827.991455
	Iteration 1F: 3 clusters Score -685674.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -685995.062500 Penalty: 2827.991455
	Iteration 2F: 3 clusters Score -685995.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -686254.875000 Penalty: 2827.991455
	Iteration 3F: 3 clusters Score -686254.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -686454.937500 Penalty: 2827.991455
	Iteration 4F: 3 clusters Score -686454.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -686623.625000 Penalty: 2827.991455
	Iteration 5Q: 3 clusters Score -686623.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -686783.000000 Penalty: 2827.991455
	Iteration 6Q: 3 clusters Score -686783 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -686907.437500 Penalty: 2827.991455
	Iteration 7Q: 3 clusters Score -686907.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -687008.812500 Penalty: 2827.991455
	Iteration 8Q: 3 clusters Score -687008.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -687085.187500 Penalty: 2827.991455
	Iteration 9Q: 3 clusters Score -687085.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -687146.625000 Penalty: 2827.991455
	Iteration 10Q: 3 clusters Score -687146.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -687209.250000 Penalty: 2827.991455
	Iteration 11Q: 3 clusters Score -687209.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -687290.625000 Penalty: 2827.991455
	Iteration 12Q: 3 clusters Score -687290.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -687367.250000 Penalty: 2827.991455
	Iteration 13Q: 3 clusters Score -687367.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -687451.812500 Penalty: 2827.991455
	Iteration 14Q: 3 clusters Score -687451.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -687552.437500 Penalty: 2827.991455
	Iteration 15Q: 3 clusters Score -687552.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -687640.000000 Penalty: 2827.991455
	Iteration 16Q: 3 clusters Score -687640 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -687712.875000 Penalty: 2827.991455
	Iteration 17Q: 3 clusters Score -687712.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -687782.562500 Penalty: 2827.991455
	Iteration 18Q: 3 clusters Score -687782.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -687844.125000 Penalty: 2827.991455
	Iteration 19Q: 3 clusters Score -687844.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -687904.062500 Penalty: 2827.991455
	Iteration 20F: 3 clusters Score -687904.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -687961.062500 Penalty: 2827.991455
	Iteration 21Q: 3 clusters Score -687961.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -688001.125000 Penalty: 2827.991455
	Iteration 22Q: 3 clusters Score -688001.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -688025.625000 Penalty: 2827.991455
	Iteration 23Q: 3 clusters Score -688025.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -688039.937500 Penalty: 2827.991455
	Iteration 24Q: 3 clusters Score -688039.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -688045.687500 Penalty: 2827.991455
	Iteration 25Q: 3 clusters Score -688045.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -688054.937500 Penalty: 2827.991455
	Iteration 26Q: 3 clusters Score -688054.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -688064.250000 Penalty: 2827.991455
	Iteration 27Q: 3 clusters Score -688064.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -688078.937500 Penalty: 2827.991455
	Iteration 28Q: 3 clusters Score -688078.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -688084.062500 Penalty: 2827.991455
	Iteration 29Q: 3 clusters Score -688084.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -688086.625000 Penalty: 2827.991455
	Iteration 30Q: 3 clusters Score -688086.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -688088.312500 Penalty: 2827.991455
	Iteration 31Q: 3 clusters Score -688088.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -688090.562500 Penalty: 2827.991455
	Iteration 32Q: 3 clusters Score -688090.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -688091.375000 Penalty: 2827.991455
	Iteration 33Q: 3 clusters Score -688091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -688091.375000 Penalty: 2827.991455
	Iteration 34Q: 3 clusters Score -688091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -688093.937500 Penalty: 2827.991455
	Iteration 35Q: 3 clusters Score -688093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -688095.187500 Penalty: 2827.991455
	Iteration 36Q: 3 clusters Score -688095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -688095.250000 Penalty: 2827.991455
	Iteration 37Q: 3 clusters Score -688095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -688095.625000 Penalty: 2827.991455
	Iteration 38Q: 3 clusters Score -688095.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -688096.000000 Penalty: 2827.991455
	Iteration 39Q: 3 clusters Score -688096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -688096.000000 Penalty: 2827.991455
	Iteration 40F: 3 clusters Score -688096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Entering Unmasked Estep 
Score: -6742156.000000 Penalty: 1768.364990
	Iteration 0F: 2 clusters Score -6742156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -6706575.500000 Penalty: 3536.729980
	Iteration 0F: 3 clusters Score -6706576 nChanged 24962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -6720923.000000 Penalty: 3536.729980
	Iteration 1F: 3 clusters Score -6720923 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -6721799.500000 Penalty: 3536.729980
	Iteration 2Q: 3 clusters Score -6721800 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -6723048.000000 Penalty: 3536.729980
	Iteration 3Q: 3 clusters Score -6723048 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -6724948.000000 Penalty: 3536.729980
	Iteration 4F: 3 clusters Score -6724948 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -6727876.500000 Penalty: 3536.729980
	Iteration 5F: 3 clusters Score -6727876 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -6731766.000000 Penalty: 3536.729980
	Iteration 6F: 3 clusters Score -6731766 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -6735618.000000 Penalty: 3536.729980
	Iteration 7F: 3 clusters Score -6735618 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -6738273.000000 Penalty: 3536.729980
	Iteration 8F: 3 clusters Score -6738273 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -6739643.500000 Penalty: 3536.729980
	Iteration 9Q: 3 clusters Score -6739644 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -6740193.000000 Penalty: 3536.729980
	Iteration 10Q: 3 clusters Score -6740193 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -6740394.500000 Penalty: 3536.729980
	Iteration 11Q: 3 clusters Score -6740394 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -6740504.500000 Penalty: 3536.729980
	Iteration 12Q: 3 clusters Score -6740504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -6740582.500000 Penalty: 3536.729980
	Iteration 13Q: 3 clusters Score -6740582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -6740620.500000 Penalty: 3536.729980
	Iteration 14Q: 3 clusters Score -6740620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -6740635.500000 Penalty: 3536.729980
	Iteration 15Q: 3 clusters Score -6740636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -6740657.000000 Penalty: 3536.729980
	Iteration 16Q: 3 clusters Score -6740657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -6740661.500000 Penalty: 3536.729980
	Iteration 17Q: 3 clusters Score -6740662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -6740662.500000 Penalty: 3536.729980
	Iteration 18Q: 3 clusters Score -6740662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -6740672.000000 Penalty: 3536.729980
	Iteration 19Q: 3 clusters Score -6740672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -6740676.000000 Penalty: 3536.729980
	Iteration 20F: 3 clusters Score -6740676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -6740684.000000 Penalty: 3536.729980
	Iteration 21Q: 3 clusters Score -6740684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -6740693.000000 Penalty: 3536.729980
	Iteration 22Q: 3 clusters Score -6740693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -6740693.000000 Penalty: 3536.729980
	Iteration 23Q: 3 clusters Score -6740693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -6740698.000000 Penalty: 3536.729980
	Iteration 24Q: 3 clusters Score -6740698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -6740702.000000 Penalty: 3536.729980
	Iteration 25Q: 3 clusters Score -6740702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -6740708.500000 Penalty: 3536.729980
	Iteration 26Q: 3 clusters Score -6740708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -6740712.500000 Penalty: 3536.729980
	Iteration 27Q: 3 clusters Score -6740712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -6740712.500000 Penalty: 3536.729980
	Iteration 28F: 3 clusters Score -6740712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -313176.875000 Penalty: 1278.030640
	Iteration 0F: 2 clusters Score -313176.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -310733.500000 Penalty: 2556.061279
	Iteration 0F: 3 clusters Score -310733.5 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -311399.687500 Penalty: 2556.061279
	Iteration 1F: 3 clusters Score -311399.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -311581.875000 Penalty: 2556.061279
	Iteration 2F: 3 clusters Score -311581.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -311697.250000 Penalty: 2556.061279
	Iteration 3F: 3 clusters Score -311697.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -311773.093750 Penalty: 2556.061279
	Iteration 4Q: 3 clusters Score -311773.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -311831.000000 Penalty: 2556.061279
	Iteration 5Q: 3 clusters Score -311831 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -311877.437500 Penalty: 2556.061279
	Iteration 6Q: 3 clusters Score -311877.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -311918.593750 Penalty: 2556.061279
	Iteration 7Q: 3 clusters Score -311918.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -311952.343750 Penalty: 2556.061279
	Iteration 8Q: 3 clusters Score -311952.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -311984.968750 Penalty: 2556.061279
	Iteration 9Q: 3 clusters Score -311985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -312012.531250 Penalty: 2556.061279
	Iteration 10Q: 3 clusters Score -312012.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -312036.531250 Penalty: 2556.061279
	Iteration 11Q: 3 clusters Score -312036.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -312060.156250 Penalty: 2556.061279
	Iteration 12Q: 3 clusters Score -312060.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -312078.750000 Penalty: 2556.061279
	Iteration 13Q: 3 clusters Score -312078.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -312098.687500 Penalty: 2556.061279
	Iteration 14Q: 3 clusters Score -312098.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -312119.468750 Penalty: 2556.061279
	Iteration 15Q: 3 clusters Score -312119.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -312138.312500 Penalty: 2556.061279
	Iteration 16Q: 3 clusters Score -312138.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -312164.375000 Penalty: 2556.061279
	Iteration 17Q: 3 clusters Score -312164.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -312184.562500 Penalty: 2556.061279
	Iteration 18Q: 3 clusters Score -312184.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -312195.375000 Penalty: 2556.061279
	Iteration 19Q: 3 clusters Score -312195.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -312204.687500 Penalty: 2556.061279
	Iteration 20F: 3 clusters Score -312204.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -312212.031250 Penalty: 2556.061279
	Iteration 21Q: 3 clusters Score -312212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -312218.625000 Penalty: 2556.061279
	Iteration 22Q: 3 clusters Score -312218.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -312226.437500 Penalty: 2556.061279
	Iteration 23Q: 3 clusters Score -312226.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -312232.437500 Penalty: 2556.061279
	Iteration 24Q: 3 clusters Score -312232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -312237.031250 Penalty: 2556.061279
	Iteration 25Q: 3 clusters Score -312237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -312244.500000 Penalty: 2556.061279
	Iteration 26Q: 3 clusters Score -312244.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -312253.593750 Penalty: 2556.061279
	Iteration 27Q: 3 clusters Score -312253.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -312261.531250 Penalty: 2556.061279
	Iteration 28Q: 3 clusters Score -312261.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -312267.062500 Penalty: 2556.061279
	Iteration 29Q: 3 clusters Score -312267.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -312272.312500 Penalty: 2556.061279
	Iteration 30Q: 3 clusters Score -312272.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -312277.406250 Penalty: 2556.061279
	Iteration 31Q: 3 clusters Score -312277.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -312283.968750 Penalty: 2556.061279
	Iteration 32Q: 3 clusters Score -312284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -312288.531250 Penalty: 2556.061279
	Iteration 33Q: 3 clusters Score -312288.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -312293.531250 Penalty: 2556.061279
	Iteration 34Q: 3 clusters Score -312293.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -312298.875000 Penalty: 2556.061279
	Iteration 35Q: 3 clusters Score -312298.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -312301.156250 Penalty: 2556.061279
	Iteration 36Q: 3 clusters Score -312301.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -312302.687500 Penalty: 2556.061279
	Iteration 37Q: 3 clusters Score -312302.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -312303.593750 Penalty: 2556.061279
	Iteration 38Q: 3 clusters Score -312303.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -312303.843750 Penalty: 2556.061279
	Iteration 39Q: 3 clusters Score -312303.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -312305.562500 Penalty: 2556.061279
	Iteration 40F: 3 clusters Score -312305.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -312306.125000 Penalty: 2556.061279
	Iteration 41Q: 3 clusters Score -312306.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -312306.125000 Penalty: 2556.061279
	Iteration 42F: 3 clusters Score -312306.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -24165.902344 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -24165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23462.500000 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -23462.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23563.281250 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -23563.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23594.953125 Penalty: 1765.959717
	Iteration 2F: 3 clusters Score -23594.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23621.875000 Penalty: 1765.959717
	Iteration 3Q: 3 clusters Score -23621.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23634.730469 Penalty: 1765.959717
	Iteration 4Q: 3 clusters Score -23634.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23647.548828 Penalty: 1765.959717
	Iteration 5Q: 3 clusters Score -23647.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23647.548828 Penalty: 1765.959717
	Iteration 6F: 3 clusters Score -23647.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Entering Unmasked Estep 
Score: -455181.843750 Penalty: 1357.596313
	Iteration 0F: 2 clusters Score -455181.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -451694.000000 Penalty: 2715.192627
	Iteration 0F: 3 clusters Score -451694 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -452884.750000 Penalty: 2715.192627
	Iteration 1F: 3 clusters Score -452884.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -453314.187500 Penalty: 2715.192627
	Iteration 2F: 3 clusters Score -453314.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -453621.406250 Penalty: 2715.192627
	Iteration 3F: 3 clusters Score -453621.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -453856.781250 Penalty: 2715.192627
	Iteration 4F: 3 clusters Score -453856.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -454037.000000 Penalty: 2715.192627
	Iteration 5F: 3 clusters Score -454037 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -454173.468750 Penalty: 2715.192627
	Iteration 6Q: 3 clusters Score -454173.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -454260.781250 Penalty: 2715.192627
	Iteration 7Q: 3 clusters Score -454260.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -454328.750000 Penalty: 2715.192627
	Iteration 8Q: 3 clusters Score -454328.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -454407.062500 Penalty: 2715.192627
	Iteration 9Q: 3 clusters Score -454407.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -454490.343750 Penalty: 2715.192627
	Iteration 10Q: 3 clusters Score -454490.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -454555.937500 Penalty: 2715.192627
	Iteration 11Q: 3 clusters Score -454555.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -454582.593750 Penalty: 2715.192627
	Iteration 12Q: 3 clusters Score -454582.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -454603.468750 Penalty: 2715.192627
	Iteration 13Q: 3 clusters Score -454603.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -454619.531250 Penalty: 2715.192627
	Iteration 14Q: 3 clusters Score -454619.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -454632.375000 Penalty: 2715.192627
	Iteration 15Q: 3 clusters Score -454632.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -454648.437500 Penalty: 2715.192627
	Iteration 16Q: 3 clusters Score -454648.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -454665.687500 Penalty: 2715.192627
	Iteration 17Q: 3 clusters Score -454665.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -454676.875000 Penalty: 2715.192627
	Iteration 18Q: 3 clusters Score -454676.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -454690.312500 Penalty: 2715.192627
	Iteration 19Q: 3 clusters Score -454690.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -454702.093750 Penalty: 2715.192627
	Iteration 20F: 3 clusters Score -454702.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -454716.437500 Penalty: 2715.192627
	Iteration 21Q: 3 clusters Score -454716.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -454726.843750 Penalty: 2715.192627
	Iteration 22Q: 3 clusters Score -454726.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -454741.062500 Penalty: 2715.192627
	Iteration 23Q: 3 clusters Score -454741.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -454763.562500 Penalty: 2715.192627
	Iteration 24Q: 3 clusters Score -454763.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -454785.906250 Penalty: 2715.192627
	Iteration 25Q: 3 clusters Score -454785.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -454806.531250 Penalty: 2715.192627
	Iteration 26Q: 3 clusters Score -454806.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -454820.718750 Penalty: 2715.192627
	Iteration 27Q: 3 clusters Score -454820.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -454837.875000 Penalty: 2715.192627
	Iteration 28Q: 3 clusters Score -454837.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -454849.343750 Penalty: 2715.192627
	Iteration 29Q: 3 clusters Score -454849.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -454857.937500 Penalty: 2715.192627
	Iteration 30Q: 3 clusters Score -454857.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -454865.125000 Penalty: 2715.192627
	Iteration 31Q: 3 clusters Score -454865.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -454868.843750 Penalty: 2715.192627
	Iteration 32Q: 3 clusters Score -454868.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -454875.093750 Penalty: 2715.192627
	Iteration 33Q: 3 clusters Score -454875.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -454880.906250 Penalty: 2715.192627
	Iteration 34Q: 3 clusters Score -454880.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -454883.718750 Penalty: 2715.192627
	Iteration 35Q: 3 clusters Score -454883.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -454885.218750 Penalty: 2715.192627
	Iteration 36Q: 3 clusters Score -454885.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -454885.250000 Penalty: 2715.192627
	Iteration 37Q: 3 clusters Score -454885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -454885.187500 Penalty: 2715.192627
	Iteration 38Q: 3 clusters Score -454885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -454885.187500 Penalty: 2715.192627
	Iteration 39F: 3 clusters Score -454885.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Entering Unmasked Estep 
Score: -537166.562500 Penalty: 1371.304810
	Iteration 0F: 2 clusters Score -537166.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -533456.062500 Penalty: 2742.609619
	Iteration 0F: 3 clusters Score -533456.1 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -534581.000000 Penalty: 2742.609619
	Iteration 1F: 3 clusters Score -534581 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -534905.500000 Penalty: 2742.609619
	Iteration 2F: 3 clusters Score -534905.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -535183.062500 Penalty: 2742.609619
	Iteration 3F: 3 clusters Score -535183.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -535430.437500 Penalty: 2742.609619
	Iteration 4F: 3 clusters Score -535430.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -535634.500000 Penalty: 2742.609619
	Iteration 5F: 3 clusters Score -535634.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -535802.562500 Penalty: 2742.609619
	Iteration 6Q: 3 clusters Score -535802.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -535964.125000 Penalty: 2742.609619
	Iteration 7Q: 3 clusters Score -535964.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -536116.437500 Penalty: 2742.609619
	Iteration 8Q: 3 clusters Score -536116.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -536217.500000 Penalty: 2742.609619
	Iteration 9Q: 3 clusters Score -536217.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -536288.625000 Penalty: 2742.609619
	Iteration 10Q: 3 clusters Score -536288.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -536351.187500 Penalty: 2742.609619
	Iteration 11Q: 3 clusters Score -536351.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -536394.250000 Penalty: 2742.609619
	Iteration 12Q: 3 clusters Score -536394.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -536425.000000 Penalty: 2742.609619
	Iteration 13Q: 3 clusters Score -536425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -536439.937500 Penalty: 2742.609619
	Iteration 14Q: 3 clusters Score -536439.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -536447.000000 Penalty: 2742.609619
	Iteration 15Q: 3 clusters Score -536447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -536448.250000 Penalty: 2742.609619
	Iteration 16Q: 3 clusters Score -536448.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -536449.750000 Penalty: 2742.609619
	Iteration 17Q: 3 clusters Score -536449.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -536450.750000 Penalty: 2742.609619
	Iteration 18Q: 3 clusters Score -536450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -536451.500000 Penalty: 2742.609619
	Iteration 19Q: 3 clusters Score -536451.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -536451.500000 Penalty: 2742.609619
	Iteration 20F: 3 clusters Score -536451.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (36499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Entering Unmasked Estep 
Score: -4622899.500000 Penalty: 1707.068970
	Iteration 0F: 2 clusters Score -4622900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4598420.500000 Penalty: 3414.137939
	Iteration 0F: 3 clusters Score -4598420 nChanged 16905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -4608091.000000 Penalty: 3414.137939
	Iteration 1F: 3 clusters Score -4608091 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -4608709.000000 Penalty: 3414.137939
	Iteration 2Q: 3 clusters Score -4608709 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -4609455.500000 Penalty: 3414.137939
	Iteration 3Q: 3 clusters Score -4609456 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -4610359.000000 Penalty: 3414.137939
	Iteration 4F: 3 clusters Score -4610359 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -4611541.000000 Penalty: 3414.137939
	Iteration 5F: 3 clusters Score -4611541 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -4612971.000000 Penalty: 3414.137939
	Iteration 6F: 3 clusters Score -4612971 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -4614592.000000 Penalty: 3414.137939
	Iteration 7F: 3 clusters Score -4614592 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -4616211.000000 Penalty: 3414.137939
	Iteration 8F: 3 clusters Score -4616211 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -4617588.000000 Penalty: 3414.137939
	Iteration 9F: 3 clusters Score -4617588 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -4618598.000000 Penalty: 3414.137939
	Iteration 10Q: 3 clusters Score -4618598 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -4619179.000000 Penalty: 3414.137939
	Iteration 11Q: 3 clusters Score -4619179 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -4619503.000000 Penalty: 3414.137939
	Iteration 12Q: 3 clusters Score -4619503 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -4619683.500000 Penalty: 3414.137939
	Iteration 13Q: 3 clusters Score -4619684 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -4619831.000000 Penalty: 3414.137939
	Iteration 14Q: 3 clusters Score -4619831 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -4619940.500000 Penalty: 3414.137939
	Iteration 15Q: 3 clusters Score -4619940 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -4620018.000000 Penalty: 3414.137939
	Iteration 16Q: 3 clusters Score -4620018 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -4620091.000000 Penalty: 3414.137939
	Iteration 17Q: 3 clusters Score -4620091 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -4620121.500000 Penalty: 3414.137939
	Iteration 18Q: 3 clusters Score -4620122 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -4620167.500000 Penalty: 3414.137939
	Iteration 19Q: 3 clusters Score -4620168 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -4620220.500000 Penalty: 3414.137939
	Iteration 20F: 3 clusters Score -4620220 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -4620238.500000 Penalty: 3414.137939
	Iteration 21Q: 3 clusters Score -4620238 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -4620250.000000 Penalty: 3414.137939
	Iteration 22Q: 3 clusters Score -4620250 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -4620274.000000 Penalty: 3414.137939
	Iteration 23Q: 3 clusters Score -4620274 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -4620300.000000 Penalty: 3414.137939
	Iteration 24Q: 3 clusters Score -4620300 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -4620317.500000 Penalty: 3414.137939
	Iteration 25Q: 3 clusters Score -4620318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -4620344.000000 Penalty: 3414.137939
	Iteration 26Q: 3 clusters Score -4620344 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -4620361.000000 Penalty: 3414.137939
	Iteration 27Q: 3 clusters Score -4620361 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -4620366.000000 Penalty: 3414.137939
	Iteration 28Q: 3 clusters Score -4620366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -4620377.000000 Penalty: 3414.137939
	Iteration 29Q: 3 clusters Score -4620377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -4620379.500000 Penalty: 3414.137939
	Iteration 30Q: 3 clusters Score -4620380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -4620385.000000 Penalty: 3414.137939
	Iteration 31Q: 3 clusters Score -4620385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -4620372.500000 Penalty: 3414.137939
	Iteration 32Q: 3 clusters Score -4620372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -4620371.500000 Penalty: 3414.137939
	Iteration 33Q: 3 clusters Score -4620372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -4620371.500000 Penalty: 3414.137939
	Iteration 34Q: 3 clusters Score -4620372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -4620374.500000 Penalty: 3414.137939
	Iteration 35Q: 3 clusters Score -4620374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -4620395.000000 Penalty: 3414.137939
	Iteration 36Q: 3 clusters Score -4620395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -4620404.000000 Penalty: 3414.137939
	Iteration 37Q: 3 clusters Score -4620404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -4620403.000000 Penalty: 3414.137939
	Iteration 38Q: 3 clusters Score -4620403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -4620403.000000 Penalty: 3414.137939
	Iteration 39Q: 3 clusters Score -4620403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -4620388.500000 Penalty: 3414.137939
	Iteration 40F: 3 clusters Score -4620388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -4620394.000000 Penalty: 3414.137939
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4620394 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4620396 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4620393 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4620398 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4620397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4620394 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4620398 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4620404 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4620407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4620408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4620414 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4620420 nChanged 31
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Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4620408 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4620415 nChanged 38
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Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4620424 nChanged 39
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Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4620424 nChanged 38
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Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4620420 nChanged 39
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Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4620416 nChanged 39
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Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4620414 nChanged 55
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Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 27631 members 
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Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 27674 members 
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	Iteration 64Q: 3 clusters Score -4620454 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8795 members 
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	Iteration 65Q: 3 clusters Score -4620454 nChanged 58
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Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 27750 members 
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	Iteration 66Q: 3 clusters Score -4620448 nChanged 61
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Mstep: Class 1 contains 8698 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8637 members 
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Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 27937 members 
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Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 27996 members 
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Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 28065 members 
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Mstep: Class 1 contains 8362 members 
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Mstep: Class 1 contains 8283 members 
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Mstep: Class 1 contains 8203 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 28365 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 28425 members 
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Mstep: Class 1 contains 8007 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4620546 nChanged 62
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Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 28607 members 
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	Iteration 79Q: 3 clusters Score -4620558 nChanged 68
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Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 28675 members 
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	Iteration 80F: 3 clusters Score -4620557 nChanged 77
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Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4620582 nChanged 68
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Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 28820 members 
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	Iteration 82Q: 3 clusters Score -4620571 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
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	Iteration 83Q: 3 clusters Score -4620568 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 28935 members 
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	Iteration 84Q: 3 clusters Score -4620584 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4620587 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 29032 members 
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	Iteration 86Q: 3 clusters Score -4620597 nChanged 44
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Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 29076 members 
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	Iteration 87Q: 3 clusters Score -4620608 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 29130 members 
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	Iteration 88Q: 3 clusters Score -4620616 nChanged 46
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Mstep: Class 1 contains 7325 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4620613 nChanged 43
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Mstep: Class 1 contains 7286 members 
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	Iteration 90Q: 3 clusters Score -4620613 nChanged 55
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Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4620633 nChanged 62
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Mstep: Class 1 contains 7173 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4620628 nChanged 61
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Mstep: Class 1 contains 7116 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4620622 nChanged 52
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Mstep: Class 1 contains 7064 members 
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	Iteration 94Q: 3 clusters Score -4620622 nChanged 59
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Mstep: Class 1 contains 7005 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4620634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4620641 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6898 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4620640 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6856 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4620648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
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	Iteration 99Q: 3 clusters Score -4620655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4620646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4620646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4620656 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6649 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4620666 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4620672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4620678 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4620669 nChanged 31
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Mstep: Class 1 contains 6527 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4620676 nChanged 30
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Mstep: Class 1 contains 6501 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4620680 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4620674 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6439 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4620680 nChanged 26
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Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4620685 nChanged 32
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Mstep: Class 1 contains 6381 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4620688 nChanged 36
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Mstep: Class 1 contains 6345 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4620694 nChanged 39
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Mstep: Class 1 contains 6306 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4620710 nChanged 40
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Mstep: Class 1 contains 6268 members 
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	Iteration 115Q: 3 clusters Score -4620710 nChanged 34
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Mstep: Class 1 contains 6234 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4620701 nChanged 36
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Mstep: Class 1 contains 6200 members 
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	Iteration 117Q: 3 clusters Score -4620711 nChanged 37
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Mstep: Class 1 contains 6163 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4620700 nChanged 45
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Mstep: Class 1 contains 6118 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4620706 nChanged 34
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Mstep: Class 1 contains 6086 members 
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	Iteration 120F: 3 clusters Score -4620710 nChanged 30
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Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 30443 members 
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	Iteration 121Q: 3 clusters Score -4620709 nChanged 36
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Mstep: Class 1 contains 6020 members 
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	Iteration 122Q: 3 clusters Score -4620711 nChanged 52
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Mstep: Class 1 contains 5968 members 
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	Iteration 123Q: 3 clusters Score -4620714 nChanged 53
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Mstep: Class 1 contains 5915 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4620716 nChanged 51
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Mstep: Class 1 contains 5864 members 
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	Iteration 125Q: 3 clusters Score -4620717 nChanged 61
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Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 30694 members 
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	Iteration 126Q: 3 clusters Score -4620718 nChanged 48
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Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4620728 nChanged 53
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Mstep: Class 1 contains 5704 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4620734 nChanged 59
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Mstep: Class 1 contains 5645 members 
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Entering Unmasked Estep 
Score: -4620741.500000 Penalty: 3414.137939
	Iteration 129Q: 3 clusters Score -4620742 nChanged 65
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Mstep: Class 1 contains 5582 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4620752 nChanged 64
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4620753 nChanged 50
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Mstep: Class 1 contains 5468 members 
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	Iteration 132Q: 3 clusters Score -4620760 nChanged 61
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4620770 nChanged 61
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Entering Unmasked Estep 
Score: -4620772.000000 Penalty: 3414.137939
	Iteration 134Q: 3 clusters Score -4620772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4620783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4620786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4620785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4620796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -4620793.000000 Penalty: 3414.137939
	Iteration 139Q: 3 clusters Score -4620793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4620798.000000 Penalty: 3414.137939
	Iteration 140F: 3 clusters Score -4620798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4620809.000000 Penalty: 3414.137939
	Iteration 141Q: 3 clusters Score -4620809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -4620813.000000 Penalty: 3414.137939
	Iteration 142Q: 3 clusters Score -4620813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -4620817.500000 Penalty: 3414.137939
	Iteration 143Q: 3 clusters Score -4620818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -4620820.000000 Penalty: 3414.137939
	Iteration 144Q: 3 clusters Score -4620820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -4620817.000000 Penalty: 3414.137939
	Iteration 145Q: 3 clusters Score -4620817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -4620817.500000 Penalty: 3414.137939
	Iteration 146Q: 3 clusters Score -4620818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4620827.000000 Penalty: 3414.137939
	Iteration 147Q: 3 clusters Score -4620827 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -4620827.000000 Penalty: 3414.137939
	Iteration 148Q: 3 clusters Score -4620827 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -4620839.500000 Penalty: 3414.137939
	Iteration 149Q: 3 clusters Score -4620840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -4620853.500000 Penalty: 3414.137939
	Iteration 150Q: 3 clusters Score -4620854 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -4620870.000000 Penalty: 3414.137939
	Iteration 151Q: 3 clusters Score -4620870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -4620876.500000 Penalty: 3414.137939
	Iteration 152Q: 3 clusters Score -4620876 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -4620879.500000 Penalty: 3414.137939
	Iteration 153Q: 3 clusters Score -4620880 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -4620899.000000 Penalty: 3414.137939
	Iteration 154Q: 3 clusters Score -4620899 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -4620902.500000 Penalty: 3414.137939
	Iteration 155Q: 3 clusters Score -4620902 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -4620924.000000 Penalty: 3414.137939
	Iteration 156Q: 3 clusters Score -4620924 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -4620925.500000 Penalty: 3414.137939
	Iteration 157Q: 3 clusters Score -4620926 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -4620927.500000 Penalty: 3414.137939
	Iteration 158Q: 3 clusters Score -4620928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -4620941.000000 Penalty: 3414.137939
	Iteration 159Q: 3 clusters Score -4620941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -4620952.500000 Penalty: 3414.137939
	Iteration 160F: 3 clusters Score -4620952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -4620941.500000 Penalty: 3414.137939
	Iteration 161Q: 3 clusters Score -4620942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4620963.000000 Penalty: 3414.137939
	Iteration 162Q: 3 clusters Score -4620963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -4620970.000000 Penalty: 3414.137939
	Iteration 163Q: 3 clusters Score -4620970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -4620979.500000 Penalty: 3414.137939
	Iteration 164Q: 3 clusters Score -4620980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -4620975.000000 Penalty: 3414.137939
	Iteration 165Q: 3 clusters Score -4620975 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -4620990.500000 Penalty: 3414.137939
	Iteration 166Q: 3 clusters Score -4620990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -4620988.500000 Penalty: 3414.137939
	Iteration 167Q: 3 clusters Score -4620988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4620990.000000 Penalty: 3414.137939
	Iteration 168Q: 3 clusters Score -4620990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -4621001.500000 Penalty: 3414.137939
	Iteration 169Q: 3 clusters Score -4621002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -4620994.500000 Penalty: 3414.137939
	Iteration 170Q: 3 clusters Score -4620994 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4621021.000000 Penalty: 3414.137939
	Iteration 171Q: 3 clusters Score -4621021 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -4621018.500000 Penalty: 3414.137939
	Iteration 172Q: 3 clusters Score -4621018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -4621032.500000 Penalty: 3414.137939
	Iteration 173Q: 3 clusters Score -4621032 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -4621047.000000 Penalty: 3414.137939
	Iteration 174Q: 3 clusters Score -4621047 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -4621055.500000 Penalty: 3414.137939
	Iteration 175Q: 3 clusters Score -4621056 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -4621060.500000 Penalty: 3414.137939
	Iteration 176Q: 3 clusters Score -4621060 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -4621089.000000 Penalty: 3414.137939
	Iteration 177Q: 3 clusters Score -4621089 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -4621093.000000 Penalty: 3414.137939
	Iteration 178Q: 3 clusters Score -4621093 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -4621103.000000 Penalty: 3414.137939
	Iteration 179Q: 3 clusters Score -4621103 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -4621109.000000 Penalty: 3414.137939
	Iteration 180F: 3 clusters Score -4621109 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -4621121.500000 Penalty: 3414.137939
	Iteration 181Q: 3 clusters Score -4621122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -4621135.500000 Penalty: 3414.137939
	Iteration 182Q: 3 clusters Score -4621136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -4621146.500000 Penalty: 3414.137939
	Iteration 183Q: 3 clusters Score -4621146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4621162.000000 Penalty: 3414.137939
	Iteration 184Q: 3 clusters Score -4621162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -4621174.000000 Penalty: 3414.137939
	Iteration 185Q: 3 clusters Score -4621174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -4621182.500000 Penalty: 3414.137939
	Iteration 186Q: 3 clusters Score -4621182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -4621194.000000 Penalty: 3414.137939
	Iteration 187Q: 3 clusters Score -4621194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4621197.000000 Penalty: 3414.137939
	Iteration 188Q: 3 clusters Score -4621197 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -4621200.000000 Penalty: 3414.137939
	Iteration 189Q: 3 clusters Score -4621200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -4621214.000000 Penalty: 3414.137939
	Iteration 190Q: 3 clusters Score -4621214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -4621222.500000 Penalty: 3414.137939
	Iteration 191Q: 3 clusters Score -4621222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4621220.000000 Penalty: 3414.137939
	Iteration 192Q: 3 clusters Score -4621220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -4621232.500000 Penalty: 3414.137939
	Iteration 193Q: 3 clusters Score -4621232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -4621233.500000 Penalty: 3414.137939
	Iteration 194Q: 3 clusters Score -4621234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -4621239.000000 Penalty: 3414.137939
	Iteration 195Q: 3 clusters Score -4621239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -4621237.000000 Penalty: 3414.137939
	Iteration 196Q: 3 clusters Score -4621237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -4621246.500000 Penalty: 3414.137939
	Iteration 197Q: 3 clusters Score -4621246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -4621252.500000 Penalty: 3414.137939
	Iteration 198Q: 3 clusters Score -4621252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -4621258.000000 Penalty: 3414.137939
	Iteration 199Q: 3 clusters Score -4621258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -4621259.000000 Penalty: 3414.137939
	Iteration 200F: 3 clusters Score -4621259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -4621255.000000 Penalty: 3414.137939
	Iteration 201Q: 3 clusters Score -4621255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -4621270.500000 Penalty: 3414.137939
	Iteration 202Q: 3 clusters Score -4621270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -4621277.000000 Penalty: 3414.137939
	Iteration 203Q: 3 clusters Score -4621277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4621280.500000 Penalty: 3414.137939
	Iteration 204Q: 3 clusters Score -4621280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4621279.500000 Penalty: 3414.137939
	Iteration 205Q: 3 clusters Score -4621280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -4621279.500000 Penalty: 3414.137939
	Iteration 206Q: 3 clusters Score -4621280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -4621287.000000 Penalty: 3414.137939
	Iteration 207Q: 3 clusters Score -4621287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -4621291.500000 Penalty: 3414.137939
	Iteration 208Q: 3 clusters Score -4621292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -4621291.000000 Penalty: 3414.137939
	Iteration 209Q: 3 clusters Score -4621291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -4621288.500000 Penalty: 3414.137939
	Iteration 210Q: 3 clusters Score -4621288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -4621296.000000 Penalty: 3414.137939
	Iteration 211Q: 3 clusters Score -4621296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -4621295.500000 Penalty: 3414.137939
	Iteration 212Q: 3 clusters Score -4621296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4621295.000000 Penalty: 3414.137939
	Iteration 213Q: 3 clusters Score -4621295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -4621297.000000 Penalty: 3414.137939
	Iteration 214Q: 3 clusters Score -4621297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -4621295.000000 Penalty: 3414.137939
	Iteration 215Q: 3 clusters Score -4621295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -4621295.000000 Penalty: 3414.137939
	Iteration 216F: 3 clusters Score -4621295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Entering Unmasked Estep 
Score: -676183.000000 Penalty: 1394.825684
	Iteration 0F: 2 clusters Score -676183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -672076.875000 Penalty: 2789.651367
	Iteration 0F: 3 clusters Score -672076.9 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -673558.375000 Penalty: 2789.651367
	Iteration 1F: 3 clusters Score -673558.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -673872.875000 Penalty: 2789.651367
	Iteration 2F: 3 clusters Score -673872.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -674080.875000 Penalty: 2789.651367
	Iteration 3F: 3 clusters Score -674080.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -674205.062500 Penalty: 2789.651367
	Iteration 4Q: 3 clusters Score -674205.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -674315.375000 Penalty: 2789.651367
	Iteration 5Q: 3 clusters Score -674315.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -674427.937500 Penalty: 2789.651367
	Iteration 6Q: 3 clusters Score -674427.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -674585.750000 Penalty: 2789.651367
	Iteration 7Q: 3 clusters Score -674585.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -674749.687500 Penalty: 2789.651367
	Iteration 8Q: 3 clusters Score -674749.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -674887.875000 Penalty: 2789.651367
	Iteration 9Q: 3 clusters Score -674887.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -675007.187500 Penalty: 2789.651367
	Iteration 10Q: 3 clusters Score -675007.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -675120.375000 Penalty: 2789.651367
	Iteration 11Q: 3 clusters Score -675120.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -675224.000000 Penalty: 2789.651367
	Iteration 12Q: 3 clusters Score -675224 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -675310.187500 Penalty: 2789.651367
	Iteration 13Q: 3 clusters Score -675310.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -675365.562500 Penalty: 2789.651367
	Iteration 14Q: 3 clusters Score -675365.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -675411.562500 Penalty: 2789.651367
	Iteration 15Q: 3 clusters Score -675411.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -675456.250000 Penalty: 2789.651367
	Iteration 16Q: 3 clusters Score -675456.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -675499.562500 Penalty: 2789.651367
	Iteration 17Q: 3 clusters Score -675499.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -675535.062500 Penalty: 2789.651367
	Iteration 18Q: 3 clusters Score -675535.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -675554.187500 Penalty: 2789.651367
	Iteration 19Q: 3 clusters Score -675554.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -675564.937500 Penalty: 2789.651367
	Iteration 20F: 3 clusters Score -675564.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -675577.062500 Penalty: 2789.651367
	Iteration 21Q: 3 clusters Score -675577.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -675587.000000 Penalty: 2789.651367
	Iteration 22Q: 3 clusters Score -675587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -675592.812500 Penalty: 2789.651367
	Iteration 23Q: 3 clusters Score -675592.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -675598.312500 Penalty: 2789.651367
	Iteration 24Q: 3 clusters Score -675598.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -675601.125000 Penalty: 2789.651367
	Iteration 25Q: 3 clusters Score -675601.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -675604.562500 Penalty: 2789.651367
	Iteration 26Q: 3 clusters Score -675604.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -675605.437500 Penalty: 2789.651367
	Iteration 27Q: 3 clusters Score -675605.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -675607.687500 Penalty: 2789.651367
	Iteration 28Q: 3 clusters Score -675607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -675608.125000 Penalty: 2789.651367
	Iteration 29Q: 3 clusters Score -675608.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -675607.750000 Penalty: 2789.651367
	Iteration 30Q: 3 clusters Score -675607.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -675607.750000 Penalty: 2789.651367
	Iteration 31F: 3 clusters Score -675607.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (121598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121598 members 
Entering Unmasked Estep 
Score: -15560025.000000 Penalty: 1902.627319
	Iteration 0F: 2 clusters Score -1.556002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -15480440.000000 Penalty: 3805.254639
	Iteration 0F: 3 clusters Score -1.548044e+07 nChanged 58675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -15515403.000000 Penalty: 3805.254639
	Iteration 1F: 3 clusters Score -1.55154e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60829 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -15516672.000000 Penalty: 3805.254639
	Iteration 2Q: 3 clusters Score -1.551667e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -15518366.000000 Penalty: 3805.254639
	Iteration 3Q: 3 clusters Score -1.551837e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -15520214.000000 Penalty: 3805.254639
	Iteration 4Q: 3 clusters Score -1.552021e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -15522540.000000 Penalty: 3805.254639
	Iteration 5Q: 3 clusters Score -1.552254e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -15525242.000000 Penalty: 3805.254639
	Iteration 6Q: 3 clusters Score -1.552524e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -15528242.000000 Penalty: 3805.254639
	Iteration 7F: 3 clusters Score -1.552824e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -15531733.000000 Penalty: 3805.254639
	Iteration 8F: 3 clusters Score -1.553173e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 73221 members 
Entering Unmasked Estep 
Score: -15535216.000000 Penalty: 3805.254639
	Iteration 9F: 3 clusters Score -1.553522e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -15538464.000000 Penalty: 3805.254639
	Iteration 10Q: 3 clusters Score -1.553846e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 79389 members 
Entering Unmasked Estep 
Score: -15541156.000000 Penalty: 3805.254639
	Iteration 11Q: 3 clusters Score -1.554116e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 81675 members 
Entering Unmasked Estep 
Score: -15542881.000000 Penalty: 3805.254639
	Iteration 12Q: 3 clusters Score -1.554288e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 83486 members 
Entering Unmasked Estep 
Score: -15543981.000000 Penalty: 3805.254639
	Iteration 13Q: 3 clusters Score -1.554398e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -15544589.000000 Penalty: 3805.254639
	Iteration 14Q: 3 clusters Score -1.554459e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -15545037.000000 Penalty: 3805.254639
	Iteration 15Q: 3 clusters Score -1.554504e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 88028 members 
Entering Unmasked Estep 
Score: -15545423.000000 Penalty: 3805.254639
	Iteration 16Q: 3 clusters Score -1.554542e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 89370 members 
Entering Unmasked Estep 
Score: -15545717.000000 Penalty: 3805.254639
	Iteration 17Q: 3 clusters Score -1.554572e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 90642 members 
Entering Unmasked Estep 
Score: -15546002.000000 Penalty: 3805.254639
	Iteration 18Q: 3 clusters Score -1.5546e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 91839 members 
Entering Unmasked Estep 
Score: -15546281.000000 Penalty: 3805.254639
	Iteration 19Q: 3 clusters Score -1.554628e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
Score: -15546521.000000 Penalty: 3805.254639
	Iteration 20F: 3 clusters Score -1.554652e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 94138 members 
Entering Unmasked Estep 
Score: -15546765.000000 Penalty: 3805.254639
	Iteration 21Q: 3 clusters Score -1.554676e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 95292 members 
Entering Unmasked Estep 
Score: -15547005.000000 Penalty: 3805.254639
	Iteration 22Q: 3 clusters Score -1.5547e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 96443 members 
Entering Unmasked Estep 
Score: -15547331.000000 Penalty: 3805.254639
	Iteration 23Q: 3 clusters Score -1.554733e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 97584 members 
Entering Unmasked Estep 
Score: -15547507.000000 Penalty: 3805.254639
	Iteration 24Q: 3 clusters Score -1.554751e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 98763 members 
Entering Unmasked Estep 
Score: -15547844.000000 Penalty: 3805.254639
	Iteration 25Q: 3 clusters Score -1.554784e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 99995 members 
Entering Unmasked Estep 
Score: -15548147.000000 Penalty: 3805.254639
	Iteration 26Q: 3 clusters Score -1.554815e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 101249 members 
Entering Unmasked Estep 
Score: -15548533.000000 Penalty: 3805.254639
	Iteration 27Q: 3 clusters Score -1.554853e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 102583 members 
Entering Unmasked Estep 
Score: -15548875.000000 Penalty: 3805.254639
	Iteration 28Q: 3 clusters Score -1.554888e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 103961 members 
Entering Unmasked Estep 
Score: -15549408.000000 Penalty: 3805.254639
	Iteration 29Q: 3 clusters Score -1.554941e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 105355 members 
Entering Unmasked Estep 
Score: -15549853.000000 Penalty: 3805.254639
	Iteration 30Q: 3 clusters Score -1.554985e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 106722 members 
Entering Unmasked Estep 
Score: -15550374.000000 Penalty: 3805.254639
	Iteration 31Q: 3 clusters Score -1.555037e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 108110 members 
Entering Unmasked Estep 
Score: -15550808.000000 Penalty: 3805.254639
	Iteration 32Q: 3 clusters Score -1.555081e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 109487 members 
Entering Unmasked Estep 
Score: -15551693.000000 Penalty: 3805.254639
	Iteration 33Q: 3 clusters Score -1.555169e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 110904 members 
Entering Unmasked Estep 
Score: -15552806.000000 Penalty: 3805.254639
	Iteration 34Q: 3 clusters Score -1.555281e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 112307 members 
Entering Unmasked Estep 
Score: -15553926.000000 Penalty: 3805.254639
	Iteration 35Q: 3 clusters Score -1.555393e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 113695 members 
Entering Unmasked Estep 
Score: -15555095.000000 Penalty: 3805.254639
	Iteration 36Q: 3 clusters Score -1.55551e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 114978 members 
Entering Unmasked Estep 
Score: -15555930.000000 Penalty: 3805.254639
	Iteration 37Q: 3 clusters Score -1.555593e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 116152 members 
Entering Unmasked Estep 
Score: -15556665.000000 Penalty: 3805.254639
	Iteration 38Q: 3 clusters Score -1.555666e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 117163 members 
Entering Unmasked Estep 
Score: -15557291.000000 Penalty: 3805.254639
	Iteration 39Q: 3 clusters Score -1.555729e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 117942 members 
Entering Unmasked Estep 
Score: -15557886.000000 Penalty: 3805.254639
	Iteration 40F: 3 clusters Score -1.555789e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 118535 members 
Entering Unmasked Estep 
Score: -15558356.000000 Penalty: 3805.254639
	Iteration 41Q: 3 clusters Score -1.555836e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 118927 members 
Entering Unmasked Estep 
Score: -15558624.000000 Penalty: 3805.254639
	Iteration 42Q: 3 clusters Score -1.555862e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 119176 members 
Entering Unmasked Estep 
Score: -15558852.000000 Penalty: 3805.254639
	Iteration 43Q: 3 clusters Score -1.555885e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 119343 members 
Entering Unmasked Estep 
Score: -15558946.000000 Penalty: 3805.254639
	Iteration 44Q: 3 clusters Score -1.555895e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 119477 members 
Entering Unmasked Estep 
Score: -15559014.000000 Penalty: 3805.254639
	Iteration 45Q: 3 clusters Score -1.555901e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 119571 members 
Entering Unmasked Estep 
Score: -15559078.000000 Penalty: 3805.254639
	Iteration 46Q: 3 clusters Score -1.555908e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 119632 members 
Entering Unmasked Estep 
Score: -15559123.000000 Penalty: 3805.254639
	Iteration 47Q: 3 clusters Score -1.555912e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 119687 members 
Entering Unmasked Estep 
Score: -15559142.000000 Penalty: 3805.254639
	Iteration 48Q: 3 clusters Score -1.555914e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 119735 members 
Entering Unmasked Estep 
Score: -15559137.000000 Penalty: 3805.254639
	Iteration 49Q: 3 clusters Score -1.555914e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 119781 members 
Entering Unmasked Estep 
Score: -15559145.000000 Penalty: 3805.254639
	Iteration 50Q: 3 clusters Score -1.555914e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 119808 members 
Entering Unmasked Estep 
Score: -15559166.000000 Penalty: 3805.254639
	Iteration 51Q: 3 clusters Score -1.555917e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 119839 members 
Entering Unmasked Estep 
Score: -15559182.000000 Penalty: 3805.254639
	Iteration 52Q: 3 clusters Score -1.555918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 119866 members 
Entering Unmasked Estep 
Score: -15559185.000000 Penalty: 3805.254639
	Iteration 53Q: 3 clusters Score -1.555918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 119877 members 
Entering Unmasked Estep 
Score: -15559187.000000 Penalty: 3805.254639
	Iteration 54Q: 3 clusters Score -1.555919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 119888 members 
Entering Unmasked Estep 
Score: -15559197.000000 Penalty: 3805.254639
	Iteration 55Q: 3 clusters Score -1.55592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 119900 members 
Entering Unmasked Estep 
Score: -15559196.000000 Penalty: 3805.254639
	Iteration 56Q: 3 clusters Score -1.55592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 119912 members 
Entering Unmasked Estep 
Score: -15559197.000000 Penalty: 3805.254639
	Iteration 57Q: 3 clusters Score -1.55592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 119924 members 
Entering Unmasked Estep 
Score: -15559197.000000 Penalty: 3805.254639
	Iteration 58Q: 3 clusters Score -1.55592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 119936 members 
Entering Unmasked Estep 
Score: -15559186.000000 Penalty: 3805.254639
	Iteration 59Q: 3 clusters Score -1.555919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 119948 members 
Entering Unmasked Estep 
Score: -15559195.000000 Penalty: 3805.254639
	Iteration 60F: 3 clusters Score -1.55592e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 119955 members 
Entering Unmasked Estep 
Score: -15559174.000000 Penalty: 3805.254639
	Iteration 61Q: 3 clusters Score -1.555917e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 119960 members 
Entering Unmasked Estep 
Score: -15559187.000000 Penalty: 3805.254639
	Iteration 62Q: 3 clusters Score -1.555919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 119965 members 
Entering Unmasked Estep 
Score: -15559188.000000 Penalty: 3805.254639
	Iteration 63Q: 3 clusters Score -1.555919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 119964 members 
Entering Unmasked Estep 
Score: -15559196.000000 Penalty: 3805.254639
	Iteration 64Q: 3 clusters Score -1.55592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 119968 members 
Entering Unmasked Estep 
Score: -15559196.000000 Penalty: 3805.254639
	Iteration 65Q: 3 clusters Score -1.55592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 119974 members 
Entering Unmasked Estep 
Score: -15559201.000000 Penalty: 3805.254639
	Iteration 66Q: 3 clusters Score -1.55592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 119978 members 
Entering Unmasked Estep 
Score: -15559210.000000 Penalty: 3805.254639
	Iteration 67Q: 3 clusters Score -1.555921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 119980 members 
Entering Unmasked Estep 
Score: -15559212.000000 Penalty: 3805.254639
	Iteration 68Q: 3 clusters Score -1.555921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 119980 members 
Entering Unmasked Estep 
Score: -15559220.000000 Penalty: 3805.254639
	Iteration 69Q: 3 clusters Score -1.555922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 119984 members 
Entering Unmasked Estep 
Score: -15559240.000000 Penalty: 3805.254639
	Iteration 70Q: 3 clusters Score -1.555924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 119986 members 
Entering Unmasked Estep 
Score: -15559226.000000 Penalty: 3805.254639
	Iteration 71Q: 3 clusters Score -1.555923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 119988 members 
Entering Unmasked Estep 
Score: -15559223.000000 Penalty: 3805.254639
	Iteration 72Q: 3 clusters Score -1.555922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 119988 members 
Entering Unmasked Estep 
Score: -15559226.000000 Penalty: 3805.254639
	Iteration 73Q: 3 clusters Score -1.555923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 119987 members 
Entering Unmasked Estep 
Score: -15559230.000000 Penalty: 3805.254639
	Iteration 74Q: 3 clusters Score -1.555923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 119985 members 
Entering Unmasked Estep 
Score: -15559221.000000 Penalty: 3805.254639
	Iteration 75Q: 3 clusters Score -1.555922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 119985 members 
Entering Unmasked Estep 
Score: -15559221.000000 Penalty: 3805.254639
	Iteration 76F: 3 clusters Score -1.555922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Entering Unmasked Estep 
Score: -800294.000000 Penalty: 1423.012085
	Iteration 0F: 2 clusters Score -800294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -795482.687500 Penalty: 2846.024170
	Iteration 0F: 3 clusters Score -795482.7 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -796879.500000 Penalty: 2846.024170
	Iteration 1F: 3 clusters Score -796879.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -797080.062500 Penalty: 2846.024170
	Iteration 2F: 3 clusters Score -797080.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -797220.250000 Penalty: 2846.024170
	Iteration 3F: 3 clusters Score -797220.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -797333.875000 Penalty: 2846.024170
	Iteration 4Q: 3 clusters Score -797333.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -797440.875000 Penalty: 2846.024170
	Iteration 5Q: 3 clusters Score -797440.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -797569.250000 Penalty: 2846.024170
	Iteration 6Q: 3 clusters Score -797569.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -797707.625000 Penalty: 2846.024170
	Iteration 7Q: 3 clusters Score -797707.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -797866.437500 Penalty: 2846.024170
	Iteration 8Q: 3 clusters Score -797866.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -798020.875000 Penalty: 2846.024170
	Iteration 9Q: 3 clusters Score -798020.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -798162.875000 Penalty: 2846.024170
	Iteration 10Q: 3 clusters Score -798162.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -798265.375000 Penalty: 2846.024170
	Iteration 11Q: 3 clusters Score -798265.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -798353.187500 Penalty: 2846.024170
	Iteration 12Q: 3 clusters Score -798353.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -798448.562500 Penalty: 2846.024170
	Iteration 13Q: 3 clusters Score -798448.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -798557.875000 Penalty: 2846.024170
	Iteration 14Q: 3 clusters Score -798557.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -798670.812500 Penalty: 2846.024170
	Iteration 15Q: 3 clusters Score -798670.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -798775.125000 Penalty: 2846.024170
	Iteration 16Q: 3 clusters Score -798775.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -798878.375000 Penalty: 2846.024170
	Iteration 17Q: 3 clusters Score -798878.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -798967.437500 Penalty: 2846.024170
	Iteration 18Q: 3 clusters Score -798967.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -799024.500000 Penalty: 2846.024170
	Iteration 19Q: 3 clusters Score -799024.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -799073.187500 Penalty: 2846.024170
	Iteration 20F: 3 clusters Score -799073.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -799123.937500 Penalty: 2846.024170
	Iteration 21Q: 3 clusters Score -799123.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -799163.250000 Penalty: 2846.024170
	Iteration 22Q: 3 clusters Score -799163.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -799199.250000 Penalty: 2846.024170
	Iteration 23Q: 3 clusters Score -799199.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -799221.375000 Penalty: 2846.024170
	Iteration 24Q: 3 clusters Score -799221.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -799243.625000 Penalty: 2846.024170
	Iteration 25Q: 3 clusters Score -799243.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -799267.312500 Penalty: 2846.024170
	Iteration 26Q: 3 clusters Score -799267.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -799286.750000 Penalty: 2846.024170
	Iteration 27Q: 3 clusters Score -799286.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -799305.187500 Penalty: 2846.024170
	Iteration 28Q: 3 clusters Score -799305.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -799318.250000 Penalty: 2846.024170
	Iteration 29Q: 3 clusters Score -799318.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -799327.000000 Penalty: 2846.024170
	Iteration 30Q: 3 clusters Score -799327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -799332.187500 Penalty: 2846.024170
	Iteration 31Q: 3 clusters Score -799332.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -799337.875000 Penalty: 2846.024170
	Iteration 32Q: 3 clusters Score -799337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -799348.250000 Penalty: 2846.024170
	Iteration 33Q: 3 clusters Score -799348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -799354.000000 Penalty: 2846.024170
	Iteration 34Q: 3 clusters Score -799354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -799358.750000 Penalty: 2846.024170
	Iteration 35Q: 3 clusters Score -799358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -799362.375000 Penalty: 2846.024170
	Iteration 36Q: 3 clusters Score -799362.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -799366.875000 Penalty: 2846.024170
	Iteration 37Q: 3 clusters Score -799366.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -799372.062500 Penalty: 2846.024170
	Iteration 38Q: 3 clusters Score -799372.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -799380.437500 Penalty: 2846.024170
	Iteration 39Q: 3 clusters Score -799380.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -799386.875000 Penalty: 2846.024170
	Iteration 40F: 3 clusters Score -799386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -799388.562500 Penalty: 2846.024170
	Iteration 41Q: 3 clusters Score -799388.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -799393.000000 Penalty: 2846.024170
	Iteration 42Q: 3 clusters Score -799393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -799397.812500 Penalty: 2846.024170
	Iteration 43Q: 3 clusters Score -799397.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -799405.750000 Penalty: 2846.024170
	Iteration 44Q: 3 clusters Score -799405.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -799409.812500 Penalty: 2846.024170
	Iteration 45Q: 3 clusters Score -799409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -799412.750000 Penalty: 2846.024170
	Iteration 46Q: 3 clusters Score -799412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -799415.875000 Penalty: 2846.024170
	Iteration 47Q: 3 clusters Score -799415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -799419.562500 Penalty: 2846.024170
	Iteration 48Q: 3 clusters Score -799419.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -799423.187500 Penalty: 2846.024170
	Iteration 49Q: 3 clusters Score -799423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -799424.250000 Penalty: 2846.024170
	Iteration 50Q: 3 clusters Score -799424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -799425.000000 Penalty: 2846.024170
	Iteration 51Q: 3 clusters Score -799425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -799426.937500 Penalty: 2846.024170
	Iteration 52Q: 3 clusters Score -799426.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -799426.937500 Penalty: 2846.024170
	Iteration 53F: 3 clusters Score -799426.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Entering Unmasked Estep 
Score: -2182184.250000 Penalty: 1583.955444
	Iteration 0F: 2 clusters Score -2182184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2170517.500000 Penalty: 3167.910889
	Iteration 0F: 3 clusters Score -2170518 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2174622.000000 Penalty: 3167.910889
	Iteration 1F: 3 clusters Score -2174622 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2174921.500000 Penalty: 3167.910889
	Iteration 2F: 3 clusters Score -2174922 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2175173.500000 Penalty: 3167.910889
	Iteration 3Q: 3 clusters Score -2175174 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2175442.750000 Penalty: 3167.910889
	Iteration 4Q: 3 clusters Score -2175443 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2175737.000000 Penalty: 3167.910889
	Iteration 5Q: 3 clusters Score -2175737 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2176013.000000 Penalty: 3167.910889
	Iteration 6Q: 3 clusters Score -2176013 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2176303.500000 Penalty: 3167.910889
	Iteration 7Q: 3 clusters Score -2176304 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2176600.500000 Penalty: 3167.910889
	Iteration 8Q: 3 clusters Score -2176600 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2176944.750000 Penalty: 3167.910889
	Iteration 9Q: 3 clusters Score -2176945 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2177322.000000 Penalty: 3167.910889
	Iteration 10Q: 3 clusters Score -2177322 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2177724.750000 Penalty: 3167.910889
	Iteration 11Q: 3 clusters Score -2177725 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2178104.750000 Penalty: 3167.910889
	Iteration 12Q: 3 clusters Score -2178105 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2178423.250000 Penalty: 3167.910889
	Iteration 13Q: 3 clusters Score -2178423 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2178643.750000 Penalty: 3167.910889
	Iteration 14Q: 3 clusters Score -2178644 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2178810.000000 Penalty: 3167.910889
	Iteration 15Q: 3 clusters Score -2178810 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2178949.750000 Penalty: 3167.910889
	Iteration 16Q: 3 clusters Score -2178950 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2179078.500000 Penalty: 3167.910889
	Iteration 17Q: 3 clusters Score -2179078 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2179197.500000 Penalty: 3167.910889
	Iteration 18Q: 3 clusters Score -2179198 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2179310.750000 Penalty: 3167.910889
	Iteration 19Q: 3 clusters Score -2179311 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2179453.750000 Penalty: 3167.910889
	Iteration 20F: 3 clusters Score -2179454 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2179595.250000 Penalty: 3167.910889
	Iteration 21Q: 3 clusters Score -2179595 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2179730.000000 Penalty: 3167.910889
	Iteration 22Q: 3 clusters Score -2179730 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2179843.500000 Penalty: 3167.910889
	Iteration 23Q: 3 clusters Score -2179844 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2179953.250000 Penalty: 3167.910889
	Iteration 24Q: 3 clusters Score -2179953 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2180104.250000 Penalty: 3167.910889
	Iteration 25Q: 3 clusters Score -2180104 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2180243.250000 Penalty: 3167.910889
	Iteration 26Q: 3 clusters Score -2180243 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2180398.250000 Penalty: 3167.910889
	Iteration 27Q: 3 clusters Score -2180398 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2180525.500000 Penalty: 3167.910889
	Iteration 28Q: 3 clusters Score -2180526 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2180624.500000 Penalty: 3167.910889
	Iteration 29Q: 3 clusters Score -2180624 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2180734.500000 Penalty: 3167.910889
	Iteration 30Q: 3 clusters Score -2180734 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2180816.750000 Penalty: 3167.910889
	Iteration 31Q: 3 clusters Score -2180817 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2180876.500000 Penalty: 3167.910889
	Iteration 32Q: 3 clusters Score -2180876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2180926.750000 Penalty: 3167.910889
	Iteration 33Q: 3 clusters Score -2180927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2180954.250000 Penalty: 3167.910889
	Iteration 34Q: 3 clusters Score -2180954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2180963.250000 Penalty: 3167.910889
	Iteration 35Q: 3 clusters Score -2180963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2180969.250000 Penalty: 3167.910889
	Iteration 36Q: 3 clusters Score -2180969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2180978.000000 Penalty: 3167.910889
	Iteration 37Q: 3 clusters Score -2180978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2180985.750000 Penalty: 3167.910889
	Iteration 38Q: 3 clusters Score -2180986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2180993.500000 Penalty: 3167.910889
	Iteration 39Q: 3 clusters Score -2180994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2181002.000000 Penalty: 3167.910889
	Iteration 40F: 3 clusters Score -2181002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2181011.250000 Penalty: 3167.910889
	Iteration 41Q: 3 clusters Score -2181011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2181015.000000 Penalty: 3167.910889
	Iteration 42Q: 3 clusters Score -2181015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2181021.500000 Penalty: 3167.910889
	Iteration 43Q: 3 clusters Score -2181022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2181024.000000 Penalty: 3167.910889
	Iteration 44Q: 3 clusters Score -2181024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2181028.250000 Penalty: 3167.910889
	Iteration 45Q: 3 clusters Score -2181028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2181029.750000 Penalty: 3167.910889
	Iteration 46Q: 3 clusters Score -2181030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2181034.000000 Penalty: 3167.910889
	Iteration 47Q: 3 clusters Score -2181034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2181033.000000 Penalty: 3167.910889
	Iteration 48Q: 3 clusters Score -2181033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2181033.000000 Penalty: 3167.910889
	Iteration 49F: 3 clusters Score -2181033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Entering Unmasked Estep 
Score: -1203495.625000 Penalty: 1495.489624
	Iteration 0F: 2 clusters Score -1203496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1196344.750000 Penalty: 2990.979248
	Iteration 0F: 3 clusters Score -1196345 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1198683.375000 Penalty: 2990.979248
	Iteration 1F: 3 clusters Score -1198683 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1199093.500000 Penalty: 2990.979248
	Iteration 2F: 3 clusters Score -1199094 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1199594.375000 Penalty: 2990.979248
	Iteration 3F: 3 clusters Score -1199594 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1200199.250000 Penalty: 2990.979248
	Iteration 4F: 3 clusters Score -1200199 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1200825.000000 Penalty: 2990.979248
	Iteration 5F: 3 clusters Score -1200825 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1201415.500000 Penalty: 2990.979248
	Iteration 6F: 3 clusters Score -1201416 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1201848.875000 Penalty: 2990.979248
	Iteration 7F: 3 clusters Score -1201849 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1202145.250000 Penalty: 2990.979248
	Iteration 8Q: 3 clusters Score -1202145 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1202348.625000 Penalty: 2990.979248
	Iteration 9Q: 3 clusters Score -1202349 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1202454.250000 Penalty: 2990.979248
	Iteration 10Q: 3 clusters Score -1202454 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1202535.125000 Penalty: 2990.979248
	Iteration 11Q: 3 clusters Score -1202535 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1202596.125000 Penalty: 2990.979248
	Iteration 12Q: 3 clusters Score -1202596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1202625.125000 Penalty: 2990.979248
	Iteration 13Q: 3 clusters Score -1202625 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1202651.750000 Penalty: 2990.979248
	Iteration 14Q: 3 clusters Score -1202652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1202667.375000 Penalty: 2990.979248
	Iteration 15Q: 3 clusters Score -1202667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1202679.125000 Penalty: 2990.979248
	Iteration 16Q: 3 clusters Score -1202679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1202689.875000 Penalty: 2990.979248
	Iteration 17Q: 3 clusters Score -1202690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1202699.875000 Penalty: 2990.979248
	Iteration 18Q: 3 clusters Score -1202700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1202706.375000 Penalty: 2990.979248
	Iteration 19Q: 3 clusters Score -1202706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1202709.500000 Penalty: 2990.979248
	Iteration 20F: 3 clusters Score -1202710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1202713.250000 Penalty: 2990.979248
	Iteration 21Q: 3 clusters Score -1202713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1202712.500000 Penalty: 2990.979248
	Iteration 22Q: 3 clusters Score -1202712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1202714.500000 Penalty: 2990.979248
	Iteration 23Q: 3 clusters Score -1202714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1202714.750000 Penalty: 2990.979248
	Iteration 24Q: 3 clusters Score -1202715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1202716.000000 Penalty: 2990.979248
	Iteration 25Q: 3 clusters Score -1202716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1202716.000000 Penalty: 2990.979248
	Iteration 26F: 3 clusters Score -1202716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Entering Unmasked Estep 
Score: -383338.125000 Penalty: 1295.917480
	Iteration 0F: 2 clusters Score -383338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -380656.468750 Penalty: 2591.834961
	Iteration 0F: 3 clusters Score -380656.5 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -381246.750000 Penalty: 2591.834961
	Iteration 1F: 3 clusters Score -381246.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -381363.500000 Penalty: 2591.834961
	Iteration 2F: 3 clusters Score -381363.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -381433.875000 Penalty: 2591.834961
	Iteration 3Q: 3 clusters Score -381433.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -381488.406250 Penalty: 2591.834961
	Iteration 4Q: 3 clusters Score -381488.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -381527.000000 Penalty: 2591.834961
	Iteration 5Q: 3 clusters Score -381527 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -381557.906250 Penalty: 2591.834961
	Iteration 6Q: 3 clusters Score -381557.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -381591.156250 Penalty: 2591.834961
	Iteration 7Q: 3 clusters Score -381591.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -381617.281250 Penalty: 2591.834961
	Iteration 8Q: 3 clusters Score -381617.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -381638.468750 Penalty: 2591.834961
	Iteration 9Q: 3 clusters Score -381638.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -381671.875000 Penalty: 2591.834961
	Iteration 10Q: 3 clusters Score -381671.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -381704.281250 Penalty: 2591.834961
	Iteration 11Q: 3 clusters Score -381704.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -381743.500000 Penalty: 2591.834961
	Iteration 12Q: 3 clusters Score -381743.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -381786.812500 Penalty: 2591.834961
	Iteration 13Q: 3 clusters Score -381786.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -381835.031250 Penalty: 2591.834961
	Iteration 14Q: 3 clusters Score -381835 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -381875.375000 Penalty: 2591.834961
	Iteration 15Q: 3 clusters Score -381875.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -381911.031250 Penalty: 2591.834961
	Iteration 16Q: 3 clusters Score -381911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -381942.093750 Penalty: 2591.834961
	Iteration 17Q: 3 clusters Score -381942.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -381977.531250 Penalty: 2591.834961
	Iteration 18Q: 3 clusters Score -381977.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -382000.968750 Penalty: 2591.834961
	Iteration 19Q: 3 clusters Score -382001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -382030.906250 Penalty: 2591.834961
	Iteration 20F: 3 clusters Score -382030.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -382066.125000 Penalty: 2591.834961
	Iteration 21Q: 3 clusters Score -382066.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -382087.750000 Penalty: 2591.834961
	Iteration 22Q: 3 clusters Score -382087.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -382111.843750 Penalty: 2591.834961
	Iteration 23Q: 3 clusters Score -382111.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -382136.687500 Penalty: 2591.834961
	Iteration 24Q: 3 clusters Score -382136.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -382158.343750 Penalty: 2591.834961
	Iteration 25Q: 3 clusters Score -382158.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -382172.312500 Penalty: 2591.834961
	Iteration 26Q: 3 clusters Score -382172.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -382186.906250 Penalty: 2591.834961
	Iteration 27Q: 3 clusters Score -382186.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -382195.750000 Penalty: 2591.834961
	Iteration 28Q: 3 clusters Score -382195.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -382204.468750 Penalty: 2591.834961
	Iteration 29Q: 3 clusters Score -382204.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -382212.906250 Penalty: 2591.834961
	Iteration 30Q: 3 clusters Score -382212.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -382219.531250 Penalty: 2591.834961
	Iteration 31Q: 3 clusters Score -382219.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -382221.968750 Penalty: 2591.834961
	Iteration 32Q: 3 clusters Score -382222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -382223.781250 Penalty: 2591.834961
	Iteration 33Q: 3 clusters Score -382223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -382226.937500 Penalty: 2591.834961
	Iteration 34Q: 3 clusters Score -382226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -382230.218750 Penalty: 2591.834961
	Iteration 35Q: 3 clusters Score -382230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -382231.812500 Penalty: 2591.834961
	Iteration 36Q: 3 clusters Score -382231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -382232.187500 Penalty: 2591.834961
	Iteration 37Q: 3 clusters Score -382232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -382232.187500 Penalty: 2591.834961
	Iteration 38F: 3 clusters Score -382232.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (132040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132040 members 
Entering Unmasked Estep 
Score: -16847802.000000 Penalty: 1916.014771
	Iteration 0F: 2 clusters Score -1.68478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 66169 members 
Entering Unmasked Estep 
Score: -16764233.000000 Penalty: 3832.029541
	Iteration 0F: 3 clusters Score -1.676423e+07 nChanged 63506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -16801682.000000 Penalty: 3832.029541
	Iteration 1F: 3 clusters Score -1.680168e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 72062 members 
Entering Unmasked Estep 
Score: -16803128.000000 Penalty: 3832.029541
	Iteration 2Q: 3 clusters Score -1.680313e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -16805116.000000 Penalty: 3832.029541
	Iteration 3Q: 3 clusters Score -1.680512e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 81506 members 
Entering Unmasked Estep 
Score: -16808356.000000 Penalty: 3832.029541
	Iteration 4F: 3 clusters Score -1.680836e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 88752 members 
Entering Unmasked Estep 
Score: -16812834.000000 Penalty: 3832.029541
	Iteration 5F: 3 clusters Score -1.681283e+07 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 96927 members 
Entering Unmasked Estep 
Score: -16818576.000000 Penalty: 3832.029541
	Iteration 6F: 3 clusters Score -1.681858e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 104913 members 
Entering Unmasked Estep 
Score: -16824868.000000 Penalty: 3832.029541
	Iteration 7F: 3 clusters Score -1.682487e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 111805 members 
Entering Unmasked Estep 
Score: -16831620.000000 Penalty: 3832.029541
	Iteration 8F: 3 clusters Score -1.683162e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 117610 members 
Entering Unmasked Estep 
Score: -16837842.000000 Penalty: 3832.029541
	Iteration 9Q: 3 clusters Score -1.683784e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 122670 members 
Entering Unmasked Estep 
Score: -16841740.000000 Penalty: 3832.029541
	Iteration 10Q: 3 clusters Score -1.684174e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 126439 members 
Entering Unmasked Estep 
Score: -16844072.000000 Penalty: 3832.029541
	Iteration 11Q: 3 clusters Score -1.684407e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 128910 members 
Entering Unmasked Estep 
Score: -16845190.000000 Penalty: 3832.029541
	Iteration 12Q: 3 clusters Score -1.684519e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 130323 members 
Entering Unmasked Estep 
Score: -16845668.000000 Penalty: 3832.029541
	Iteration 13Q: 3 clusters Score -1.684567e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 131032 members 
Entering Unmasked Estep 
Score: -16845972.000000 Penalty: 3832.029541
	Iteration 14Q: 3 clusters Score -1.684597e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 131366 members 
Entering Unmasked Estep 
Score: -16846078.000000 Penalty: 3832.029541
	Iteration 15Q: 3 clusters Score -1.684608e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 131526 members 
Entering Unmasked Estep 
Score: -16846194.000000 Penalty: 3832.029541
	Iteration 16Q: 3 clusters Score -1.684619e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 131605 members 
Entering Unmasked Estep 
Score: -16846196.000000 Penalty: 3832.029541
	Iteration 17Q: 3 clusters Score -1.68462e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 131649 members 
Entering Unmasked Estep 
Score: -16846214.000000 Penalty: 3832.029541
	Iteration 18Q: 3 clusters Score -1.684621e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 131668 members 
Entering Unmasked Estep 
Score: -16846212.000000 Penalty: 3832.029541
	Iteration 19Q: 3 clusters Score -1.684621e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 131695 members 
Entering Unmasked Estep 
Score: -16846230.000000 Penalty: 3832.029541
	Iteration 20F: 3 clusters Score -1.684623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 131713 members 
Entering Unmasked Estep 
Score: -16846244.000000 Penalty: 3832.029541
	Iteration 21Q: 3 clusters Score -1.684624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 131730 members 
Entering Unmasked Estep 
Score: -16846244.000000 Penalty: 3832.029541
	Iteration 22Q: 3 clusters Score -1.684624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 131735 members 
Entering Unmasked Estep 
Score: -16846260.000000 Penalty: 3832.029541
	Iteration 23Q: 3 clusters Score -1.684626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 131741 members 
Entering Unmasked Estep 
Score: -16846252.000000 Penalty: 3832.029541
	Iteration 24Q: 3 clusters Score -1.684625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 131745 members 
Entering Unmasked Estep 
Score: -16846250.000000 Penalty: 3832.029541
	Iteration 25Q: 3 clusters Score -1.684625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 131749 members 
Entering Unmasked Estep 
Score: -16846258.000000 Penalty: 3832.029541
	Iteration 26Q: 3 clusters Score -1.684626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 131749 members 
Entering Unmasked Estep 
Score: -16846264.000000 Penalty: 3832.029541
	Iteration 27Q: 3 clusters Score -1.684626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 131747 members 
Entering Unmasked Estep 
Score: -16846258.000000 Penalty: 3832.029541
	Iteration 28Q: 3 clusters Score -1.684626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 131747 members 
Entering Unmasked Estep 
Score: -16846266.000000 Penalty: 3832.029541
	Iteration 29Q: 3 clusters Score -1.684627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 131749 members 
Entering Unmasked Estep 
Score: -16846274.000000 Penalty: 3832.029541
	Iteration 30Q: 3 clusters Score -1.684627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 131750 members 
Entering Unmasked Estep 
Score: -16846270.000000 Penalty: 3832.029541
	Iteration 31Q: 3 clusters Score -1.684627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 131750 members 
Entering Unmasked Estep 
Score: -16846270.000000 Penalty: 3832.029541
	Iteration 32F: 3 clusters Score -1.684627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -13799.176758 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -13799.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13270.551758 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -13270.55 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13776.830078 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -13776.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13910.300781 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -13910.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14019.381836 Penalty: 1771.587524
	Iteration 3Q: 3 clusters Score -14019.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14019.381836 Penalty: 1771.587524
	Iteration 4F: 3 clusters Score -14019.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 86491 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 54905 members 
Mstep: Class 11 contains 140013 members 
Mstep: Class 12 contains 36870 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 27456 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 3267 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 53223 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 4623 members 
Mstep: Class 27 contains 36499 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 121598 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 17110 members 
Mstep: Class 32 contains 9927 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 132040 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 76 members 
Entering Unmasked Estep 
Score: -108944144.000000 Penalty: 80105.234375
Splitting cluster 35 changes total score from -108945152.000000 to -108944144.000000
So it's not getting split.
22->36 Clusters: Score -108945152.000000, best is -108959680.000000

Starting from 23 clusters...
--- Clustering full data set of 884875 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 40462 members 
Mstep: Class 3 contains 40294 members 
Mstep: Class 4 contains 40149 members 
Mstep: Class 5 contains 39831 members 
Mstep: Class 6 contains 40545 members 
Mstep: Class 7 contains 39558 members 
Mstep: Class 8 contains 40083 members 
Mstep: Class 9 contains 40582 members 
Mstep: Class 10 contains 40431 members 
Mstep: Class 11 contains 40297 members 
Mstep: Class 12 contains 40095 members 
Mstep: Class 13 contains 40493 members 
Mstep: Class 14 contains 40418 members 
Mstep: Class 15 contains 40201 members 
Mstep: Class 16 contains 40086 members 
Mstep: Class 17 contains 40123 members 
Mstep: Class 18 contains 40165 members 
Mstep: Class 19 contains 40108 members 
Mstep: Class 20 contains 40065 members 
Mstep: Class 21 contains 40261 members 
Mstep: Class 22 contains 40157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104860536.000000 Penalty: 48953.195312
Iteration 0F: 23 clusters Score -1.048605e+08 nChanged 844565
Entering Unmasked Mstep 
Mstep: Class 0 contains 789 members 
Mstep: Class 1 contains 177339 members 
Mstep: Class 2 contains 55989 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 55976 members 
Mstep: Class 5 contains 52179 members 
Mstep: Class 6 contains 50356 members 
Mstep: Class 7 contains 6449 members 
Mstep: Class 8 contains 15221 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 38078 members 
Mstep: Class 11 contains 76876 members 
Mstep: Class 12 contains 54665 members 
Mstep: Class 13 contains 9298 members 
Mstep: Class 14 contains 13744 members 
Mstep: Class 15 contains 20400 members 
Mstep: Class 16 contains 31428 members 
Mstep: Class 17 contains 44150 members 
Mstep: Class 18 contains 14476 members 
Mstep: Class 19 contains 23405 members 
Mstep: Class 20 contains 70567 members 
Mstep: Class 21 contains 24767 members 
Mstep: Class 22 contains 13775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -107155896.000000 Penalty: 48953.195312
Iteration 1F: 23 clusters Score -1.071559e+08 nChanged 326564
Entering Unmasked Mstep 
Mstep: Class 0 contains 685 members 
Mstep: Class 1 contains 239370 members 
Mstep: Class 2 contains 51359 members 
Mstep: Class 3 contains 14815 members 
Mstep: Class 4 contains 54343 members 
Mstep: Class 5 contains 39573 members 
Mstep: Class 6 contains 41113 members 
Mstep: Class 7 contains 10549 members 
Mstep: Class 8 contains 10098 members 
Mstep: Class 9 contains 15456 members 
Mstep: Class 10 contains 30845 members 
Mstep: Class 11 contains 93279 members 
Mstep: Class 12 contains 59815 members 
Mstep: Class 13 contains 3861 members 
Mstep: Class 14 contains 14381 members 
Mstep: Class 15 contains 15207 members 
Mstep: Class 16 contains 24493 members 
Mstep: Class 17 contains 38835 members 
Mstep: Class 18 contains 13469 members 
Mstep: Class 19 contains 15447 members 
Mstep: Class 20 contains 63689 members 
Mstep: Class 21 contains 21363 members 
Mstep: Class 22 contains 12830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -107526064.000000 Penalty: 48953.195312
Iteration 2F: 23 clusters Score -1.075261e+08 nChanged 242726
Entering Unmasked Mstep 
Mstep: Class 0 contains 561 members 
Mstep: Class 1 contains 193514 members 
Mstep: Class 2 contains 55717 members 
Mstep: Class 3 contains 11965 members 
Mstep: Class 4 contains 58697 members 
Mstep: Class 5 contains 36995 members 
Mstep: Class 6 contains 38735 members 
Mstep: Class 7 contains 9664 members 
Mstep: Class 8 contains 7526 members 
Mstep: Class 9 contains 17490 members 
Mstep: Class 10 contains 30317 members 
Mstep: Class 11 contains 119498 members 
Mstep: Class 12 contains 79502 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 13738 members 
Mstep: Class 15 contains 13866 members 
Mstep: Class 16 contains 20275 members 
Mstep: Class 17 contains 42071 members 
Mstep: Class 18 contains 20661 members 
Mstep: Class 19 contains 14849 members 
Mstep: Class 20 contains 66923 members 
Mstep: Class 21 contains 19681 members 
Mstep: Class 22 contains 9931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -107882064.000000 Penalty: 48953.195312
Iteration 3F: 23 clusters Score -1.078821e+08 nChanged 196504
Entering Unmasked Mstep 
Mstep: Class 0 contains 509 members 
Mstep: Class 1 contains 156602 members 
Mstep: Class 2 contains 63210 members 
Mstep: Class 3 contains 10262 members 
Mstep: Class 4 contains 60599 members 
Mstep: Class 5 contains 38859 members 
Mstep: Class 6 contains 36038 members 
Mstep: Class 7 contains 9247 members 
Mstep: Class 8 contains 6020 members 
Mstep: Class 9 contains 17347 members 
Mstep: Class 10 contains 30632 members 
Mstep: Class 11 contains 130825 members 
Mstep: Class 12 contains 96565 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 13131 members 
Mstep: Class 15 contains 13642 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 46997 members 
Mstep: Class 18 contains 25947 members 
Mstep: Class 19 contains 16574 members 
Mstep: Class 20 contains 70776 members 
Mstep: Class 21 contains 16752 members 
Mstep: Class 22 contains 7184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1854.099976 but Gain 2225.144531
Score: -108153352.000000 Penalty: 46728.050781
Iteration 4F: 22 clusters Score -1.081534e+08 nChanged 167402
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 140125 members 
Mstep: Class 2 contains 76376 members 
Mstep: Class 3 contains 8823 members 
Mstep: Class 4 contains 59734 members 
Mstep: Class 5 contains 41490 members 
Mstep: Class 6 contains 33213 members 
Mstep: Class 7 contains 8802 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 16798 members 
Mstep: Class 10 contains 29902 members 
Mstep: Class 11 contains 127286 members 
Mstep: Class 12 contains 107982 members 
Mstep: Class 14 contains 12908 members 
Mstep: Class 15 contains 13389 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 51051 members 
Mstep: Class 18 contains 27972 members 
Mstep: Class 19 contains 18003 members 
Mstep: Class 20 contains 73813 members 
Mstep: Class 21 contains 14889 members 
Mstep: Class 22 contains 5716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108339048.000000 Penalty: 46728.050781
Iteration 5F: 22 clusters Score -1.08339e+08 nChanged 135927
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 132496 members 
Mstep: Class 2 contains 94708 members 
Mstep: Class 3 contains 7433 members 
Mstep: Class 4 contains 55639 members 
Mstep: Class 5 contains 43300 members 
Mstep: Class 6 contains 30462 members 
Mstep: Class 7 contains 8225 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 16560 members 
Mstep: Class 10 contains 28005 members 
Mstep: Class 11 contains 122565 members 
Mstep: Class 12 contains 113005 members 
Mstep: Class 14 contains 12269 members 
Mstep: Class 15 contains 13495 members 
Mstep: Class 16 contains 8586 members 
Mstep: Class 17 contains 52720 members 
Mstep: Class 18 contains 27452 members 
Mstep: Class 19 contains 18854 members 
Mstep: Class 20 contains 76196 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 4724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108462096.000000 Penalty: 46728.050781
Iteration 6F: 22 clusters Score -1.084621e+08 nChanged 108331
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 127512 members 
Mstep: Class 2 contains 113410 members 
Mstep: Class 3 contains 6261 members 
Mstep: Class 4 contains 49715 members 
Mstep: Class 5 contains 44840 members 
Mstep: Class 6 contains 27951 members 
Mstep: Class 7 contains 7673 members 
Mstep: Class 8 contains 3811 members 
Mstep: Class 9 contains 16633 members 
Mstep: Class 10 contains 25806 members 
Mstep: Class 11 contains 120810 members 
Mstep: Class 12 contains 115082 members 
Mstep: Class 14 contains 11137 members 
Mstep: Class 15 contains 13913 members 
Mstep: Class 16 contains 7193 members 
Mstep: Class 17 contains 52360 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 19603 members 
Mstep: Class 20 contains 77905 members 
Mstep: Class 21 contains 12370 members 
Mstep: Class 22 contains 4033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108555776.000000 Penalty: 46728.050781
Iteration 7F: 22 clusters Score -1.085558e+08 nChanged 89324
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 124648 members 
Mstep: Class 2 contains 131128 members 
Mstep: Class 3 contains 5295 members 
Mstep: Class 4 contains 43728 members 
Mstep: Class 5 contains 45930 members 
Mstep: Class 6 contains 25855 members 
Mstep: Class 7 contains 7074 members 
Mstep: Class 8 contains 3707 members 
Mstep: Class 9 contains 16982 members 
Mstep: Class 10 contains 23623 members 
Mstep: Class 11 contains 120085 members 
Mstep: Class 12 contains 116267 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 14462 members 
Mstep: Class 16 contains 6185 members 
Mstep: Class 17 contains 50163 members 
Mstep: Class 18 contains 25579 members 
Mstep: Class 19 contains 20372 members 
Mstep: Class 20 contains 78434 members 
Mstep: Class 21 contains 11535 members 
Mstep: Class 22 contains 3488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108624776.000000 Penalty: 46728.050781
Iteration 8F: 22 clusters Score -1.086248e+08 nChanged 74221
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 123243 members 
Mstep: Class 2 contains 143584 members 
Mstep: Class 3 contains 4622 members 
Mstep: Class 4 contains 38583 members 
Mstep: Class 5 contains 47161 members 
Mstep: Class 6 contains 24051 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 3608 members 
Mstep: Class 9 contains 17395 members 
Mstep: Class 10 contains 22011 members 
Mstep: Class 11 contains 119501 members 
Mstep: Class 12 contains 119187 members 
Mstep: Class 14 contains 9057 members 
Mstep: Class 15 contains 15146 members 
Mstep: Class 16 contains 5444 members 
Mstep: Class 17 contains 46872 members 
Mstep: Class 18 contains 25290 members 
Mstep: Class 19 contains 21135 members 
Mstep: Class 20 contains 78211 members 
Mstep: Class 21 contains 10691 members 
Mstep: Class 22 contains 3146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108665944.000000 Penalty: 46728.050781
Iteration 9F: 22 clusters Score -1.086659e+08 nChanged 58689
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 123093 members 
Mstep: Class 2 contains 147803 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 34390 members 
Mstep: Class 5 contains 49090 members 
Mstep: Class 6 contains 22451 members 
Mstep: Class 7 contains 6033 members 
Mstep: Class 8 contains 3359 members 
Mstep: Class 9 contains 17924 members 
Mstep: Class 10 contains 21325 members 
Mstep: Class 11 contains 118219 members 
Mstep: Class 12 contains 125744 members 
Mstep: Class 14 contains 8477 members 
Mstep: Class 15 contains 15760 members 
Mstep: Class 16 contains 4939 members 
Mstep: Class 17 contains 43197 members 
Mstep: Class 18 contains 25890 members 
Mstep: Class 19 contains 21883 members 
Mstep: Class 20 contains 77935 members 
Mstep: Class 21 contains 9934 members 
Mstep: Class 22 contains 2881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108688232.000000 Penalty: 46728.050781
Iteration 10F: 22 clusters Score -1.086882e+08 nChanged 47113
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 123325 members 
Mstep: Class 2 contains 148319 members 
Mstep: Class 3 contains 3874 members 
Mstep: Class 4 contains 31245 members 
Mstep: Class 5 contains 51619 members 
Mstep: Class 6 contains 21056 members 
Mstep: Class 7 contains 5647 members 
Mstep: Class 8 contains 3219 members 
Mstep: Class 9 contains 18456 members 
Mstep: Class 10 contains 21224 members 
Mstep: Class 11 contains 114800 members 
Mstep: Class 12 contains 134365 members 
Mstep: Class 14 contains 8068 members 
Mstep: Class 15 contains 16294 members 
Mstep: Class 16 contains 4557 members 
Mstep: Class 17 contains 39787 members 
Mstep: Class 18 contains 26481 members 
Mstep: Class 19 contains 22609 members 
Mstep: Class 20 contains 77586 members 
Mstep: Class 21 contains 9227 members 
Mstep: Class 22 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108702744.000000 Penalty: 46728.050781
Iteration 11F: 22 clusters Score -1.087027e+08 nChanged 40871
Entering Unmasked Mstep 
Mstep: Class 0 contains 404 members 
Mstep: Class 1 contains 123900 members 
Mstep: Class 2 contains 147793 members 
Mstep: Class 3 contains 3728 members 
Mstep: Class 4 contains 28662 members 
Mstep: Class 5 contains 54403 members 
Mstep: Class 6 contains 19702 members 
Mstep: Class 7 contains 5359 members 
Mstep: Class 8 contains 3197 members 
Mstep: Class 9 contains 19061 members 
Mstep: Class 10 contains 21242 members 
Mstep: Class 11 contains 111358 members 
Mstep: Class 12 contains 141947 members 
Mstep: Class 14 contains 7788 members 
Mstep: Class 15 contains 16654 members 
Mstep: Class 16 contains 4399 members 
Mstep: Class 17 contains 36606 members 
Mstep: Class 18 contains 26929 members 
Mstep: Class 19 contains 23249 members 
Mstep: Class 20 contains 77317 members 
Mstep: Class 21 contains 8616 members 
Mstep: Class 22 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108714432.000000 Penalty: 46728.050781
Iteration 12Q: 22 clusters Score -1.087144e+08 nChanged 38412
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 124731 members 
Mstep: Class 2 contains 146856 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 26394 members 
Mstep: Class 5 contains 57332 members 
Mstep: Class 6 contains 18381 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 19747 members 
Mstep: Class 10 contains 21330 members 
Mstep: Class 11 contains 108773 members 
Mstep: Class 12 contains 147706 members 
Mstep: Class 14 contains 7585 members 
Mstep: Class 15 contains 16863 members 
Mstep: Class 16 contains 4441 members 
Mstep: Class 17 contains 33734 members 
Mstep: Class 18 contains 27221 members 
Mstep: Class 19 contains 23821 members 
Mstep: Class 20 contains 76979 members 
Mstep: Class 21 contains 8155 members 
Mstep: Class 22 contains 2405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108721248.000000 Penalty: 46728.050781
Iteration 13Q: 22 clusters Score -1.087212e+08 nChanged 35942
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 125561 members 
Mstep: Class 2 contains 146803 members 
Mstep: Class 3 contains 3734 members 
Mstep: Class 4 contains 24335 members 
Mstep: Class 5 contains 60492 members 
Mstep: Class 6 contains 17213 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 3398 members 
Mstep: Class 9 contains 20391 members 
Mstep: Class 10 contains 21376 members 
Mstep: Class 11 contains 107409 members 
Mstep: Class 12 contains 150298 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 16825 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 31036 members 
Mstep: Class 18 contains 27465 members 
Mstep: Class 19 contains 24333 members 
Mstep: Class 20 contains 76781 members 
Mstep: Class 21 contains 7801 members 
Mstep: Class 22 contains 2269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108727712.000000 Penalty: 46728.050781
Iteration 14Q: 22 clusters Score -1.087277e+08 nChanged 31562
Entering Unmasked Mstep 
Mstep: Class 0 contains 395 members 
Mstep: Class 1 contains 126340 members 
Mstep: Class 2 contains 147770 members 
Mstep: Class 3 contains 3814 members 
Mstep: Class 4 contains 22759 members 
Mstep: Class 5 contains 63825 members 
Mstep: Class 6 contains 16165 members 
Mstep: Class 7 contains 4652 members 
Mstep: Class 8 contains 3498 members 
Mstep: Class 9 contains 21081 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 107377 members 
Mstep: Class 12 contains 149670 members 
Mstep: Class 14 contains 7420 members 
Mstep: Class 15 contains 16540 members 
Mstep: Class 16 contains 4882 members 
Mstep: Class 17 contains 28698 members 
Mstep: Class 18 contains 27635 members 
Mstep: Class 19 contains 24712 members 
Mstep: Class 20 contains 76597 members 
Mstep: Class 21 contains 7541 members 
Mstep: Class 22 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108736904.000000 Penalty: 46728.050781
Iteration 15Q: 22 clusters Score -1.087369e+08 nChanged 26842
Entering Unmasked Mstep 
Mstep: Class 0 contains 395 members 
Mstep: Class 1 contains 126915 members 
Mstep: Class 2 contains 148656 members 
Mstep: Class 3 contains 4020 members 
Mstep: Class 4 contains 21532 members 
Mstep: Class 5 contains 67352 members 
Mstep: Class 6 contains 15185 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3632 members 
Mstep: Class 9 contains 21756 members 
Mstep: Class 10 contains 21268 members 
Mstep: Class 11 contains 108646 members 
Mstep: Class 12 contains 147226 members 
Mstep: Class 14 contains 7432 members 
Mstep: Class 15 contains 16038 members 
Mstep: Class 16 contains 5207 members 
Mstep: Class 17 contains 26677 members 
Mstep: Class 18 contains 27754 members 
Mstep: Class 19 contains 24948 members 
Mstep: Class 20 contains 76401 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 2047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108746232.000000 Penalty: 46728.050781
Iteration 16Q: 22 clusters Score -1.087462e+08 nChanged 23385
Entering Unmasked Mstep 
Mstep: Class 0 contains 395 members 
Mstep: Class 1 contains 127319 members 
Mstep: Class 2 contains 148865 members 
Mstep: Class 3 contains 4257 members 
Mstep: Class 4 contains 20543 members 
Mstep: Class 5 contains 70948 members 
Mstep: Class 6 contains 14311 members 
Mstep: Class 7 contains 4283 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 22392 members 
Mstep: Class 10 contains 21197 members 
Mstep: Class 11 contains 110766 members 
Mstep: Class 12 contains 144175 members 
Mstep: Class 14 contains 7515 members 
Mstep: Class 15 contains 15322 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 17 contains 25001 members 
Mstep: Class 18 contains 27846 members 
Mstep: Class 19 contains 25069 members 
Mstep: Class 20 contains 76183 members 
Mstep: Class 21 contains 7221 members 
Mstep: Class 22 contains 1999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108756304.000000 Penalty: 46728.050781
Iteration 17Q: 22 clusters Score -1.087563e+08 nChanged 20999
Entering Unmasked Mstep 
Mstep: Class 0 contains 395 members 
Mstep: Class 1 contains 127560 members 
Mstep: Class 2 contains 148430 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 19797 members 
Mstep: Class 5 contains 74438 members 
Mstep: Class 6 contains 13664 members 
Mstep: Class 7 contains 4159 members 
Mstep: Class 8 contains 3838 members 
Mstep: Class 9 contains 23036 members 
Mstep: Class 10 contains 21134 members 
Mstep: Class 11 contains 113256 members 
Mstep: Class 12 contains 141074 members 
Mstep: Class 14 contains 7627 members 
Mstep: Class 15 contains 14580 members 
Mstep: Class 16 contains 5751 members 
Mstep: Class 17 contains 23588 members 
Mstep: Class 18 contains 27914 members 
Mstep: Class 19 contains 25075 members 
Mstep: Class 20 contains 75913 members 
Mstep: Class 21 contains 7131 members 
Mstep: Class 22 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108764200.000000 Penalty: 46728.050781
Iteration 18Q: 22 clusters Score -1.087642e+08 nChanged 18724
Entering Unmasked Mstep 
Mstep: Class 0 contains 395 members 
Mstep: Class 1 contains 127719 members 
Mstep: Class 2 contains 147848 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 19323 members 
Mstep: Class 5 contains 77649 members 
Mstep: Class 6 contains 13084 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 3908 members 
Mstep: Class 9 contains 23697 members 
Mstep: Class 10 contains 21060 members 
Mstep: Class 11 contains 115649 members 
Mstep: Class 12 contains 137971 members 
Mstep: Class 14 contains 7702 members 
Mstep: Class 15 contains 13884 members 
Mstep: Class 16 contains 5945 members 
Mstep: Class 17 contains 22370 members 
Mstep: Class 18 contains 27960 members 
Mstep: Class 19 contains 25050 members 
Mstep: Class 20 contains 75676 members 
Mstep: Class 21 contains 7119 members 
Mstep: Class 22 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108771568.000000 Penalty: 46728.050781
Iteration 19Q: 22 clusters Score -1.087716e+08 nChanged 16881
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 127827 members 
Mstep: Class 2 contains 147124 members 
Mstep: Class 3 contains 5108 members 
Mstep: Class 4 contains 19050 members 
Mstep: Class 5 contains 80668 members 
Mstep: Class 6 contains 12593 members 
Mstep: Class 7 contains 4049 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 24355 members 
Mstep: Class 10 contains 21020 members 
Mstep: Class 11 contains 117882 members 
Mstep: Class 12 contains 134997 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 13237 members 
Mstep: Class 16 contains 6098 members 
Mstep: Class 17 contains 21321 members 
Mstep: Class 18 contains 27970 members 
Mstep: Class 19 contains 25039 members 
Mstep: Class 20 contains 75342 members 
Mstep: Class 21 contains 7150 members 
Mstep: Class 22 contains 1928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108778280.000000 Penalty: 46728.050781
Iteration 20F: 22 clusters Score -1.087783e+08 nChanged 15350
Entering Unmasked Mstep 
Mstep: Class 0 contains 371 members 
Mstep: Class 1 contains 127903 members 
Mstep: Class 2 contains 146538 members 
Mstep: Class 3 contains 5368 members 
Mstep: Class 4 contains 18892 members 
Mstep: Class 5 contains 83419 members 
Mstep: Class 6 contains 12149 members 
Mstep: Class 7 contains 4033 members 
Mstep: Class 8 contains 4006 members 
Mstep: Class 9 contains 25042 members 
Mstep: Class 10 contains 20996 members 
Mstep: Class 11 contains 119661 members 
Mstep: Class 12 contains 132315 members 
Mstep: Class 14 contains 7780 members 
Mstep: Class 15 contains 12662 members 
Mstep: Class 16 contains 6217 members 
Mstep: Class 17 contains 20445 members 
Mstep: Class 18 contains 28009 members 
Mstep: Class 19 contains 25000 members 
Mstep: Class 20 contains 74958 members 
Mstep: Class 21 contains 7263 members 
Mstep: Class 22 contains 1848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108783904.000000 Penalty: 46728.050781
Iteration 21Q: 22 clusters Score -1.087839e+08 nChanged 13914
Entering Unmasked Mstep 
Mstep: Class 0 contains 365 members 
Mstep: Class 1 contains 127911 members 
Mstep: Class 2 contains 145956 members 
Mstep: Class 3 contains 5637 members 
Mstep: Class 4 contains 18825 members 
Mstep: Class 5 contains 85988 members 
Mstep: Class 6 contains 11794 members 
Mstep: Class 7 contains 3916 members 
Mstep: Class 8 contains 4048 members 
Mstep: Class 9 contains 25795 members 
Mstep: Class 10 contains 20976 members 
Mstep: Class 11 contains 120752 members 
Mstep: Class 12 contains 130171 members 
Mstep: Class 14 contains 7786 members 
Mstep: Class 15 contains 12174 members 
Mstep: Class 16 contains 6312 members 
Mstep: Class 17 contains 19669 members 
Mstep: Class 18 contains 28075 members 
Mstep: Class 19 contains 24981 members 
Mstep: Class 20 contains 74685 members 
Mstep: Class 21 contains 7266 members 
Mstep: Class 22 contains 1793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108788616.000000 Penalty: 46728.050781
Iteration 22Q: 22 clusters Score -1.087886e+08 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 363 members 
Mstep: Class 1 contains 127894 members 
Mstep: Class 2 contains 145299 members 
Mstep: Class 3 contains 5903 members 
Mstep: Class 4 contains 18850 members 
Mstep: Class 5 contains 88395 members 
Mstep: Class 6 contains 11485 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 4088 members 
Mstep: Class 9 contains 26493 members 
Mstep: Class 10 contains 20938 members 
Mstep: Class 11 contains 121517 members 
Mstep: Class 12 contains 128489 members 
Mstep: Class 14 contains 7786 members 
Mstep: Class 15 contains 11746 members 
Mstep: Class 16 contains 6359 members 
Mstep: Class 17 contains 18956 members 
Mstep: Class 18 contains 28104 members 
Mstep: Class 19 contains 24985 members 
Mstep: Class 20 contains 74381 members 
Mstep: Class 21 contains 7241 members 
Mstep: Class 22 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108792472.000000 Penalty: 46728.050781
Iteration 23Q: 22 clusters Score -1.087925e+08 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 127850 members 
Mstep: Class 2 contains 144720 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 18922 members 
Mstep: Class 5 contains 90457 members 
Mstep: Class 6 contains 11232 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 4118 members 
Mstep: Class 9 contains 27178 members 
Mstep: Class 10 contains 20876 members 
Mstep: Class 11 contains 122029 members 
Mstep: Class 12 contains 127096 members 
Mstep: Class 14 contains 7775 members 
Mstep: Class 15 contains 11415 members 
Mstep: Class 16 contains 6436 members 
Mstep: Class 17 contains 18312 members 
Mstep: Class 18 contains 28121 members 
Mstep: Class 19 contains 25003 members 
Mstep: Class 20 contains 73978 members 
Mstep: Class 21 contains 7225 members 
Mstep: Class 22 contains 1719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108795504.000000 Penalty: 46728.050781
Iteration 24Q: 22 clusters Score -1.087955e+08 nChanged 10475
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 127802 members 
Mstep: Class 2 contains 144194 members 
Mstep: Class 3 contains 6556 members 
Mstep: Class 4 contains 19052 members 
Mstep: Class 5 contains 92259 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 3843 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 27928 members 
Mstep: Class 10 contains 20801 members 
Mstep: Class 11 contains 122170 members 
Mstep: Class 12 contains 126137 members 
Mstep: Class 14 contains 7772 members 
Mstep: Class 15 contains 11131 members 
Mstep: Class 16 contains 6534 members 
Mstep: Class 17 contains 17678 members 
Mstep: Class 18 contains 28113 members 
Mstep: Class 19 contains 25020 members 
Mstep: Class 20 contains 73498 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108798288.000000 Penalty: 46728.050781
Iteration 25Q: 22 clusters Score -1.087983e+08 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 127760 members 
Mstep: Class 2 contains 143767 members 
Mstep: Class 3 contains 6893 members 
Mstep: Class 4 contains 19229 members 
Mstep: Class 5 contains 93842 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 4174 members 
Mstep: Class 9 contains 28787 members 
Mstep: Class 10 contains 20721 members 
Mstep: Class 11 contains 122099 members 
Mstep: Class 12 contains 125303 members 
Mstep: Class 14 contains 7748 members 
Mstep: Class 15 contains 10851 members 
Mstep: Class 16 contains 6630 members 
Mstep: Class 17 contains 17078 members 
Mstep: Class 18 contains 28100 members 
Mstep: Class 19 contains 25031 members 
Mstep: Class 20 contains 72976 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108801016.000000 Penalty: 46728.050781
Iteration 26Q: 22 clusters Score -1.08801e+08 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 127706 members 
Mstep: Class 2 contains 143436 members 
Mstep: Class 3 contains 7229 members 
Mstep: Class 4 contains 19447 members 
Mstep: Class 5 contains 95301 members 
Mstep: Class 6 contains 10680 members 
Mstep: Class 7 contains 3894 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 29631 members 
Mstep: Class 10 contains 20639 members 
Mstep: Class 11 contains 121780 members 
Mstep: Class 12 contains 124560 members 
Mstep: Class 14 contains 7732 members 
Mstep: Class 15 contains 10581 members 
Mstep: Class 16 contains 6745 members 
Mstep: Class 17 contains 16513 members 
Mstep: Class 18 contains 28082 members 
Mstep: Class 19 contains 25055 members 
Mstep: Class 20 contains 72468 members 
Mstep: Class 21 contains 7153 members 
Mstep: Class 22 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108803496.000000 Penalty: 46728.050781
Iteration 27Q: 22 clusters Score -1.088035e+08 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 127662 members 
Mstep: Class 2 contains 143252 members 
Mstep: Class 3 contains 7585 members 
Mstep: Class 4 contains 19737 members 
Mstep: Class 5 contains 96524 members 
Mstep: Class 6 contains 10572 members 
Mstep: Class 7 contains 3935 members 
Mstep: Class 8 contains 4256 members 
Mstep: Class 9 contains 30461 members 
Mstep: Class 10 contains 20549 members 
Mstep: Class 11 contains 121325 members 
Mstep: Class 12 contains 123938 members 
Mstep: Class 14 contains 7673 members 
Mstep: Class 15 contains 10348 members 
Mstep: Class 16 contains 6869 members 
Mstep: Class 17 contains 15956 members 
Mstep: Class 18 contains 28059 members 
Mstep: Class 19 contains 25075 members 
Mstep: Class 20 contains 71947 members 
Mstep: Class 21 contains 7127 members 
Mstep: Class 22 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108805232.000000 Penalty: 46728.050781
Iteration 28Q: 22 clusters Score -1.088052e+08 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 127606 members 
Mstep: Class 2 contains 143068 members 
Mstep: Class 3 contains 7918 members 
Mstep: Class 4 contains 20002 members 
Mstep: Class 5 contains 97654 members 
Mstep: Class 6 contains 10485 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 31269 members 
Mstep: Class 10 contains 20443 members 
Mstep: Class 11 contains 120801 members 
Mstep: Class 12 contains 123384 members 
Mstep: Class 14 contains 7627 members 
Mstep: Class 15 contains 10162 members 
Mstep: Class 16 contains 6984 members 
Mstep: Class 17 contains 15447 members 
Mstep: Class 18 contains 28023 members 
Mstep: Class 19 contains 25101 members 
Mstep: Class 20 contains 71507 members 
Mstep: Class 21 contains 7109 members 
Mstep: Class 22 contains 1659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108807720.000000 Penalty: 46728.050781
Iteration 29Q: 22 clusters Score -1.088077e+08 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 127557 members 
Mstep: Class 2 contains 142910 members 
Mstep: Class 3 contains 8221 members 
Mstep: Class 4 contains 20295 members 
Mstep: Class 5 contains 98643 members 
Mstep: Class 6 contains 10415 members 
Mstep: Class 7 contains 4020 members 
Mstep: Class 8 contains 4316 members 
Mstep: Class 9 contains 32058 members 
Mstep: Class 10 contains 20327 members 
Mstep: Class 11 contains 120168 members 
Mstep: Class 12 contains 122997 members 
Mstep: Class 14 contains 7596 members 
Mstep: Class 15 contains 10011 members 
Mstep: Class 16 contains 7108 members 
Mstep: Class 17 contains 14984 members 
Mstep: Class 18 contains 27976 members 
Mstep: Class 19 contains 25132 members 
Mstep: Class 20 contains 71025 members 
Mstep: Class 21 contains 7099 members 
Mstep: Class 22 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108808832.000000 Penalty: 46728.050781
Iteration 30Q: 22 clusters Score -1.088088e+08 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 127483 members 
Mstep: Class 2 contains 142856 members 
Mstep: Class 3 contains 8518 members 
Mstep: Class 4 contains 20565 members 
Mstep: Class 5 contains 99550 members 
Mstep: Class 6 contains 10340 members 
Mstep: Class 7 contains 4045 members 
Mstep: Class 8 contains 4333 members 
Mstep: Class 9 contains 32842 members 
Mstep: Class 10 contains 20221 members 
Mstep: Class 11 contains 119534 members 
Mstep: Class 12 contains 122648 members 
Mstep: Class 14 contains 7547 members 
Mstep: Class 15 contains 9877 members 
Mstep: Class 16 contains 7204 members 
Mstep: Class 17 contains 14533 members 
Mstep: Class 18 contains 27929 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 70585 members 
Mstep: Class 21 contains 7076 members 
Mstep: Class 22 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108810224.000000 Penalty: 46728.050781
Iteration 31Q: 22 clusters Score -1.088102e+08 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 127397 members 
Mstep: Class 2 contains 142868 members 
Mstep: Class 3 contains 8804 members 
Mstep: Class 4 contains 20851 members 
Mstep: Class 5 contains 100344 members 
Mstep: Class 6 contains 10296 members 
Mstep: Class 7 contains 4073 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 33595 members 
Mstep: Class 10 contains 20094 members 
Mstep: Class 11 contains 118873 members 
Mstep: Class 12 contains 122342 members 
Mstep: Class 14 contains 7490 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 7298 members 
Mstep: Class 17 contains 14110 members 
Mstep: Class 18 contains 27906 members 
Mstep: Class 19 contains 25206 members 
Mstep: Class 20 contains 70166 members 
Mstep: Class 21 contains 7053 members 
Mstep: Class 22 contains 1645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108811928.000000 Penalty: 46728.050781
Iteration 32Q: 22 clusters Score -1.088119e+08 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 127277 members 
Mstep: Class 2 contains 142906 members 
Mstep: Class 3 contains 9098 members 
Mstep: Class 4 contains 21151 members 
Mstep: Class 5 contains 101100 members 
Mstep: Class 6 contains 10267 members 
Mstep: Class 7 contains 4104 members 
Mstep: Class 8 contains 4368 members 
Mstep: Class 9 contains 34337 members 
Mstep: Class 10 contains 19998 members 
Mstep: Class 11 contains 118082 members 
Mstep: Class 12 contains 122073 members 
Mstep: Class 14 contains 7439 members 
Mstep: Class 15 contains 9682 members 
Mstep: Class 16 contains 7353 members 
Mstep: Class 17 contains 13714 members 
Mstep: Class 18 contains 27872 members 
Mstep: Class 19 contains 25246 members 
Mstep: Class 20 contains 69769 members 
Mstep: Class 21 contains 7034 members 
Mstep: Class 22 contains 1643 members 
Entering Unmasked Estep 
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Iteration 33Q: 22 clusters Score -1.088131e+08 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 127132 members 
Mstep: Class 2 contains 143098 members 
Mstep: Class 3 contains 9412 members 
Mstep: Class 4 contains 21442 members 
Mstep: Class 5 contains 101812 members 
Mstep: Class 6 contains 10242 members 
Mstep: Class 7 contains 4135 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 35050 members 
Mstep: Class 10 contains 19893 members 
Mstep: Class 11 contains 117249 members 
Mstep: Class 12 contains 121769 members 
Mstep: Class 14 contains 7395 members 
Mstep: Class 15 contains 9644 members 
Mstep: Class 16 contains 7381 members 
Mstep: Class 17 contains 13366 members 
Mstep: Class 18 contains 27833 members 
Mstep: Class 19 contains 25266 members 
Mstep: Class 20 contains 69373 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 1641 members 
Entering Unmasked Estep 
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Iteration 34Q: 22 clusters Score -1.088142e+08 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 127002 members 
Mstep: Class 2 contains 143437 members 
Mstep: Class 3 contains 9696 members 
Mstep: Class 4 contains 21674 members 
Mstep: Class 5 contains 102453 members 
Mstep: Class 6 contains 10240 members 
Mstep: Class 7 contains 4164 members 
Mstep: Class 8 contains 4393 members 
Mstep: Class 9 contains 35791 members 
Mstep: Class 10 contains 19807 members 
Mstep: Class 11 contains 116322 members 
Mstep: Class 12 contains 121497 members 
Mstep: Class 14 contains 7341 members 
Mstep: Class 15 contains 9595 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 17 contains 13051 members 
Mstep: Class 18 contains 27792 members 
Mstep: Class 19 contains 25273 members 
Mstep: Class 20 contains 68978 members 
Mstep: Class 21 contains 6981 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
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Iteration 35Q: 22 clusters Score -1.088153e+08 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 126883 members 
Mstep: Class 2 contains 143782 members 
Mstep: Class 3 contains 9944 members 
Mstep: Class 4 contains 21882 members 
Mstep: Class 5 contains 103118 members 
Mstep: Class 6 contains 10232 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 4406 members 
Mstep: Class 9 contains 36486 members 
Mstep: Class 10 contains 19764 members 
Mstep: Class 11 contains 115336 members 
Mstep: Class 12 contains 121258 members 
Mstep: Class 14 contains 7284 members 
Mstep: Class 15 contains 9538 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 12762 members 
Mstep: Class 18 contains 27744 members 
Mstep: Class 19 contains 25270 members 
Mstep: Class 20 contains 68645 members 
Mstep: Class 21 contains 6973 members 
Mstep: Class 22 contains 1634 members 
Entering Unmasked Estep 
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Iteration 36Q: 22 clusters Score -1.088164e+08 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 126779 members 
Mstep: Class 2 contains 144095 members 
Mstep: Class 3 contains 10165 members 
Mstep: Class 4 contains 22079 members 
Mstep: Class 5 contains 103747 members 
Mstep: Class 6 contains 10198 members 
Mstep: Class 7 contains 4212 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 37180 members 
Mstep: Class 10 contains 19729 members 
Mstep: Class 11 contains 114361 members 
Mstep: Class 12 contains 121146 members 
Mstep: Class 14 contains 7234 members 
Mstep: Class 15 contains 9476 members 
Mstep: Class 16 contains 7394 members 
Mstep: Class 17 contains 12471 members 
Mstep: Class 18 contains 27682 members 
Mstep: Class 19 contains 25262 members 
Mstep: Class 20 contains 68289 members 
Mstep: Class 21 contains 6971 members 
Mstep: Class 22 contains 1633 members 
Entering Unmasked Estep 
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Iteration 37Q: 22 clusters Score -1.088174e+08 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 126628 members 
Mstep: Class 2 contains 144375 members 
Mstep: Class 3 contains 10412 members 
Mstep: Class 4 contains 22258 members 
Mstep: Class 5 contains 104443 members 
Mstep: Class 6 contains 10170 members 
Mstep: Class 7 contains 4240 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 37816 members 
Mstep: Class 10 contains 19682 members 
Mstep: Class 11 contains 113338 members 
Mstep: Class 12 contains 121031 members 
Mstep: Class 14 contains 7190 members 
Mstep: Class 15 contains 9422 members 
Mstep: Class 16 contains 7426 members 
Mstep: Class 17 contains 12184 members 
Mstep: Class 18 contains 27649 members 
Mstep: Class 19 contains 25263 members 
Mstep: Class 20 contains 67978 members 
Mstep: Class 21 contains 6961 members 
Mstep: Class 22 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108817576.000000 Penalty: 46728.050781
Iteration 38Q: 22 clusters Score -1.088176e+08 nChanged 6024
Entering ConstructFrom: 
Score: -108817576.000000 Penalty: 46728.050781
Entering ConstructFrom: 
Trying to split cluster 1 (126486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126486 members 
Entering Unmasked Estep 
Score: -16118909.000000 Penalty: 1909.031616
	Iteration 0F: 2 clusters Score -1.611891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 63165 members 
Entering Unmasked Estep 
Score: -16038473.000000 Penalty: 3818.063232
	Iteration 0F: 3 clusters Score -1.603847e+07 nChanged 60781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64328 members 
Mstep: Class 2 contains 62158 members 
Entering Unmasked Estep 
Score: -16073659.000000 Penalty: 3818.063232
	Iteration 1F: 3 clusters Score -1.607366e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
Score: -16074356.000000 Penalty: 3818.063232
	Iteration 2Q: 3 clusters Score -1.607436e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -16075414.000000 Penalty: 3818.063232
	Iteration 3Q: 3 clusters Score -1.607541e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -16077399.000000 Penalty: 3818.063232
	Iteration 4Q: 3 clusters Score -1.60774e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -16080378.000000 Penalty: 3818.063232
	Iteration 5Q: 3 clusters Score -1.608038e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72071 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -16085190.000000 Penalty: 3818.063232
	Iteration 6F: 3 clusters Score -1.608519e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -16091984.000000 Penalty: 3818.063232
	Iteration 7F: 3 clusters Score -1.609198e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -16100517.000000 Penalty: 3818.063232
	Iteration 8F: 3 clusters Score -1.610052e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84087 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -16107846.000000 Penalty: 3818.063232
	Iteration 9F: 3 clusters Score -1.610785e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -16111899.000000 Penalty: 3818.063232
	Iteration 10F: 3 clusters Score -1.61119e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -16114354.000000 Penalty: 3818.063232
	Iteration 11Q: 3 clusters Score -1.611435e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86612 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -16115968.000000 Penalty: 3818.063232
	Iteration 12Q: 3 clusters Score -1.611597e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86558 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -16117139.000000 Penalty: 3818.063232
	Iteration 13Q: 3 clusters Score -1.611714e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -16118162.000000 Penalty: 3818.063232
	Iteration 14Q: 3 clusters Score -1.611816e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -16118900.000000 Penalty: 3818.063232
	Iteration 15Q: 3 clusters Score -1.61189e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85074 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -16119513.000000 Penalty: 3818.063232
	Iteration 16Q: 3 clusters Score -1.611951e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -16120000.000000 Penalty: 3818.063232
	Iteration 17Q: 3 clusters Score -1.612e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83568 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -16120359.000000 Penalty: 3818.063232
	Iteration 18Q: 3 clusters Score -1.612036e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -16120632.000000 Penalty: 3818.063232
	Iteration 19Q: 3 clusters Score -1.612063e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82173 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -16120804.000000 Penalty: 3818.063232
	Iteration 20F: 3 clusters Score -1.61208e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -16120980.000000 Penalty: 3818.063232
	Iteration 21Q: 3 clusters Score -1.612098e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80948 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -16121160.000000 Penalty: 3818.063232
	Iteration 22Q: 3 clusters Score -1.612116e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -16121292.000000 Penalty: 3818.063232
	Iteration 23Q: 3 clusters Score -1.612129e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -16121382.000000 Penalty: 3818.063232
	Iteration 24Q: 3 clusters Score -1.612138e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -16121414.000000 Penalty: 3818.063232
	Iteration 25Q: 3 clusters Score -1.612141e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79011 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -16121495.000000 Penalty: 3818.063232
	Iteration 26Q: 3 clusters Score -1.61215e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -16121589.000000 Penalty: 3818.063232
	Iteration 27Q: 3 clusters Score -1.612159e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78206 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -16121653.000000 Penalty: 3818.063232
	Iteration 28Q: 3 clusters Score -1.612165e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -16121733.000000 Penalty: 3818.063232
	Iteration 29Q: 3 clusters Score -1.612173e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77523 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -16121819.000000 Penalty: 3818.063232
	Iteration 30Q: 3 clusters Score -1.612182e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -16121859.000000 Penalty: 3818.063232
	Iteration 31Q: 3 clusters Score -1.612186e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76926 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -16121875.000000 Penalty: 3818.063232
	Iteration 32Q: 3 clusters Score -1.612188e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -16121895.000000 Penalty: 3818.063232
	Iteration 33Q: 3 clusters Score -1.61219e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -16121939.000000 Penalty: 3818.063232
	Iteration 34Q: 3 clusters Score -1.612194e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76264 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -16121967.000000 Penalty: 3818.063232
	Iteration 35Q: 3 clusters Score -1.612197e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -16122034.000000 Penalty: 3818.063232
	Iteration 36Q: 3 clusters Score -1.612203e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -16122075.000000 Penalty: 3818.063232
	Iteration 37Q: 3 clusters Score -1.612208e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -16122087.000000 Penalty: 3818.063232
	Iteration 38Q: 3 clusters Score -1.612209e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75484 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -16122083.000000 Penalty: 3818.063232
	Iteration 39Q: 3 clusters Score -1.612208e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75347 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -16122135.000000 Penalty: 3818.063232
	Iteration 40F: 3 clusters Score -1.612214e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -16122160.000000 Penalty: 3818.063232
	Iteration 41Q: 3 clusters Score -1.612216e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75079 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -16122205.000000 Penalty: 3818.063232
	Iteration 42Q: 3 clusters Score -1.61222e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74969 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -16122203.000000 Penalty: 3818.063232
	Iteration 43Q: 3 clusters Score -1.61222e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74876 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -16122207.000000 Penalty: 3818.063232
	Iteration 44Q: 3 clusters Score -1.612221e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -16122231.000000 Penalty: 3818.063232
	Iteration 45Q: 3 clusters Score -1.612223e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -16122226.000000 Penalty: 3818.063232
	Iteration 46Q: 3 clusters Score -1.612223e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -16122210.000000 Penalty: 3818.063232
	Iteration 47Q: 3 clusters Score -1.612221e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -16122215.000000 Penalty: 3818.063232
	Iteration 48Q: 3 clusters Score -1.612222e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -16122214.000000 Penalty: 3818.063232
	Iteration 49Q: 3 clusters Score -1.612221e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -16122221.000000 Penalty: 3818.063232
	Iteration 50Q: 3 clusters Score -1.612222e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -16122224.000000 Penalty: 3818.063232
	Iteration 51Q: 3 clusters Score -1.612222e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74449 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -16122227.000000 Penalty: 3818.063232
	Iteration 52Q: 3 clusters Score -1.612223e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -16122244.000000 Penalty: 3818.063232
	Iteration 53Q: 3 clusters Score -1.612224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74391 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -16122264.000000 Penalty: 3818.063232
	Iteration 54Q: 3 clusters Score -1.612226e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -16122265.000000 Penalty: 3818.063232
	Iteration 55Q: 3 clusters Score -1.612226e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74321 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -16122260.000000 Penalty: 3818.063232
	Iteration 56Q: 3 clusters Score -1.612226e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74288 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -16122257.000000 Penalty: 3818.063232
	Iteration 57Q: 3 clusters Score -1.612226e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74264 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -16122261.000000 Penalty: 3818.063232
	Iteration 58Q: 3 clusters Score -1.612226e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74237 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -16122269.000000 Penalty: 3818.063232
	Iteration 59Q: 3 clusters Score -1.612227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74219 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -16122268.000000 Penalty: 3818.063232
	Iteration 60F: 3 clusters Score -1.612227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -16122267.000000 Penalty: 3818.063232
	Iteration 61Q: 3 clusters Score -1.612227e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74172 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -16122266.000000 Penalty: 3818.063232
	Iteration 62Q: 3 clusters Score -1.612227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -16122270.000000 Penalty: 3818.063232
	Iteration 63Q: 3 clusters Score -1.612227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74136 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -16122272.000000 Penalty: 3818.063232
	Iteration 64Q: 3 clusters Score -1.612227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74122 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -16122248.000000 Penalty: 3818.063232
	Iteration 65Q: 3 clusters Score -1.612225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74110 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -16122250.000000 Penalty: 3818.063232
	Iteration 66Q: 3 clusters Score -1.612225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -16122245.000000 Penalty: 3818.063232
	Iteration 67Q: 3 clusters Score -1.612224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -16122244.000000 Penalty: 3818.063232
	Iteration 68Q: 3 clusters Score -1.612224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -16122244.000000 Penalty: 3818.063232
	Iteration 69Q: 3 clusters Score -1.612224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -16122243.000000 Penalty: 3818.063232
	Iteration 70Q: 3 clusters Score -1.612224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74072 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -16122236.000000 Penalty: 3818.063232
	Iteration 71Q: 3 clusters Score -1.612224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -16122236.000000 Penalty: 3818.063232
	Iteration 72Q: 3 clusters Score -1.612224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74061 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -16122244.000000 Penalty: 3818.063232
	Iteration 73Q: 3 clusters Score -1.612224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74058 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -16122243.000000 Penalty: 3818.063232
	Iteration 74Q: 3 clusters Score -1.612224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74054 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -16122235.000000 Penalty: 3818.063232
	Iteration 75Q: 3 clusters Score -1.612224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -16122234.000000 Penalty: 3818.063232
	Iteration 76Q: 3 clusters Score -1.612223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -16122231.000000 Penalty: 3818.063232
	Iteration 77Q: 3 clusters Score -1.612223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -16122235.000000 Penalty: 3818.063232
	Iteration 78Q: 3 clusters Score -1.612224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74040 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -16122253.000000 Penalty: 3818.063232
	Iteration 79Q: 3 clusters Score -1.612225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -16122257.000000 Penalty: 3818.063232
	Iteration 80F: 3 clusters Score -1.612226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74035 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -16122254.000000 Penalty: 3818.063232
	Iteration 81Q: 3 clusters Score -1.612225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -16122261.000000 Penalty: 3818.063232
	Iteration 82Q: 3 clusters Score -1.612226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74029 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -16122273.000000 Penalty: 3818.063232
	Iteration 83Q: 3 clusters Score -1.612227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -16122273.000000 Penalty: 3818.063232
	Iteration 84Q: 3 clusters Score -1.612227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -16122264.000000 Penalty: 3818.063232
	Iteration 85Q: 3 clusters Score -1.612226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -16122264.000000 Penalty: 3818.063232
	Iteration 86F: 3 clusters Score -1.612226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 144761 members 
Mstep: Class 3 contains 10618 members 
Mstep: Class 4 contains 22420 members 
Mstep: Class 5 contains 105056 members 
Mstep: Class 6 contains 10144 members 
Mstep: Class 7 contains 4267 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 38433 members 
Mstep: Class 10 contains 19620 members 
Mstep: Class 11 contains 112310 members 
Mstep: Class 12 contains 120915 members 
Mstep: Class 13 contains 52464 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 11931 members 
Mstep: Class 18 contains 27617 members 
Mstep: Class 19 contains 25263 members 
Mstep: Class 20 contains 67743 members 
Mstep: Class 21 contains 6953 members 
Mstep: Class 22 contains 1630 members 
Entering Unmasked Estep 
Score: -108820280.000000 Penalty: 48953.195312
Splitting cluster 1 changes total score from -108817576.000000 to -108820280.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 2 (144761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144761 members 
Entering Unmasked Estep 
Score: -18501694.000000 Penalty: 1930.961426
	Iteration 0F: 2 clusters Score -1.850169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
Score: -18421872.000000 Penalty: 3861.922852
	Iteration 0F: 3 clusters Score -1.842187e+07 nChanged 70090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 69749 members 
Entering Unmasked Estep 
Score: -18462870.000000 Penalty: 3861.922852
	Iteration 1F: 3 clusters Score -1.846287e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -18464144.000000 Penalty: 3861.922852
	Iteration 2Q: 3 clusters Score -1.846414e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 66617 members 
Entering Unmasked Estep 
Score: -18466192.000000 Penalty: 3861.922852
	Iteration 3Q: 3 clusters Score -1.846619e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -18469522.000000 Penalty: 3861.922852
	Iteration 4Q: 3 clusters Score -1.846952e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84796 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -18474136.000000 Penalty: 3861.922852
	Iteration 5F: 3 clusters Score -1.847414e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89551 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -18480350.000000 Penalty: 3861.922852
	Iteration 6F: 3 clusters Score -1.848035e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94564 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -18487004.000000 Penalty: 3861.922852
	Iteration 7F: 3 clusters Score -1.8487e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -18492384.000000 Penalty: 3861.922852
	Iteration 8F: 3 clusters Score -1.849238e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102199 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -18495820.000000 Penalty: 3861.922852
	Iteration 9Q: 3 clusters Score -1.849582e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104899 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -18497548.000000 Penalty: 3861.922852
	Iteration 10Q: 3 clusters Score -1.849755e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107229 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -18498712.000000 Penalty: 3861.922852
	Iteration 11Q: 3 clusters Score -1.849871e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109373 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -18499600.000000 Penalty: 3861.922852
	Iteration 12Q: 3 clusters Score -1.84996e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111402 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -18500654.000000 Penalty: 3861.922852
	Iteration 13Q: 3 clusters Score -1.850065e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113272 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -18501514.000000 Penalty: 3861.922852
	Iteration 14Q: 3 clusters Score -1.850151e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115072 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -18502168.000000 Penalty: 3861.922852
	Iteration 15Q: 3 clusters Score -1.850217e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116652 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -18502692.000000 Penalty: 3861.922852
	Iteration 16Q: 3 clusters Score -1.850269e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118160 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -18503082.000000 Penalty: 3861.922852
	Iteration 17Q: 3 clusters Score -1.850308e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119563 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -18503368.000000 Penalty: 3861.922852
	Iteration 18Q: 3 clusters Score -1.850337e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120790 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -18503518.000000 Penalty: 3861.922852
	Iteration 19Q: 3 clusters Score -1.850352e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121928 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -18503602.000000 Penalty: 3861.922852
	Iteration 20F: 3 clusters Score -1.85036e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123010 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -18503744.000000 Penalty: 3861.922852
	Iteration 21Q: 3 clusters Score -1.850374e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124139 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -18503804.000000 Penalty: 3861.922852
	Iteration 22Q: 3 clusters Score -1.85038e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125215 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -18503882.000000 Penalty: 3861.922852
	Iteration 23Q: 3 clusters Score -1.850388e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126179 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -18503894.000000 Penalty: 3861.922852
	Iteration 24Q: 3 clusters Score -1.850389e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127064 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -18503916.000000 Penalty: 3861.922852
	Iteration 25Q: 3 clusters Score -1.850392e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127849 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -18503904.000000 Penalty: 3861.922852
	Iteration 26Q: 3 clusters Score -1.85039e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128528 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -18503876.000000 Penalty: 3861.922852
	Iteration 27Q: 3 clusters Score -1.850388e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129182 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -18503678.000000 Penalty: 3861.922852
	Iteration 28Q: 3 clusters Score -1.850368e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129738 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -18503558.000000 Penalty: 3861.922852
	Iteration 29Q: 3 clusters Score -1.850356e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130209 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -18503498.000000 Penalty: 3861.922852
	Iteration 30Q: 3 clusters Score -1.85035e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130632 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -18503454.000000 Penalty: 3861.922852
	Iteration 31Q: 3 clusters Score -1.850345e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131026 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -18503416.000000 Penalty: 3861.922852
	Iteration 32Q: 3 clusters Score -1.850342e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131385 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -18503346.000000 Penalty: 3861.922852
	Iteration 33Q: 3 clusters Score -1.850335e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131709 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -18503366.000000 Penalty: 3861.922852
	Iteration 34Q: 3 clusters Score -1.850337e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131992 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -18503312.000000 Penalty: 3861.922852
	Iteration 35Q: 3 clusters Score -1.850331e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132250 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -18503234.000000 Penalty: 3861.922852
	Iteration 36Q: 3 clusters Score -1.850323e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132512 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -18503172.000000 Penalty: 3861.922852
	Iteration 37Q: 3 clusters Score -1.850317e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132750 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -18503120.000000 Penalty: 3861.922852
	Iteration 38Q: 3 clusters Score -1.850312e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132967 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -18503124.000000 Penalty: 3861.922852
	Iteration 39Q: 3 clusters Score -1.850312e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133203 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -18503036.000000 Penalty: 3861.922852
	Iteration 40F: 3 clusters Score -1.850304e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133430 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -18502948.000000 Penalty: 3861.922852
	Iteration 41Q: 3 clusters Score -1.850295e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133624 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -18502906.000000 Penalty: 3861.922852
	Iteration 42Q: 3 clusters Score -1.850291e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133836 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -18502806.000000 Penalty: 3861.922852
	Iteration 43Q: 3 clusters Score -1.850281e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134026 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -18502698.000000 Penalty: 3861.922852
	Iteration 44Q: 3 clusters Score -1.85027e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134206 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -18502594.000000 Penalty: 3861.922852
	Iteration 45Q: 3 clusters Score -1.850259e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134359 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -18502560.000000 Penalty: 3861.922852
	Iteration 46Q: 3 clusters Score -1.850256e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134514 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -18502472.000000 Penalty: 3861.922852
	Iteration 47Q: 3 clusters Score -1.850247e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134664 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -18502474.000000 Penalty: 3861.922852
	Iteration 48Q: 3 clusters Score -1.850247e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134823 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -18502462.000000 Penalty: 3861.922852
	Iteration 49Q: 3 clusters Score -1.850246e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134978 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -18502408.000000 Penalty: 3861.922852
	Iteration 50Q: 3 clusters Score -1.850241e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135127 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -18502342.000000 Penalty: 3861.922852
	Iteration 51Q: 3 clusters Score -1.850234e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135269 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -18502296.000000 Penalty: 3861.922852
	Iteration 52Q: 3 clusters Score -1.85023e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135419 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -18502316.000000 Penalty: 3861.922852
	Iteration 53Q: 3 clusters Score -1.850232e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135595 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -18502310.000000 Penalty: 3861.922852
	Iteration 54Q: 3 clusters Score -1.850231e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135751 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -18502284.000000 Penalty: 3861.922852
	Iteration 55Q: 3 clusters Score -1.850228e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135898 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -18502240.000000 Penalty: 3861.922852
	Iteration 56Q: 3 clusters Score -1.850224e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136036 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -18502264.000000 Penalty: 3861.922852
	Iteration 57Q: 3 clusters Score -1.850226e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136145 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -18502262.000000 Penalty: 3861.922852
	Iteration 58Q: 3 clusters Score -1.850226e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136260 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -18502252.000000 Penalty: 3861.922852
	Iteration 59Q: 3 clusters Score -1.850225e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136382 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -18502340.000000 Penalty: 3861.922852
	Iteration 60F: 3 clusters Score -1.850234e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136507 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -18502358.000000 Penalty: 3861.922852
	Iteration 61Q: 3 clusters Score -1.850236e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136637 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -18502420.000000 Penalty: 3861.922852
	Iteration 62Q: 3 clusters Score -1.850242e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136759 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -18502418.000000 Penalty: 3861.922852
	Iteration 63Q: 3 clusters Score -1.850242e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136869 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -18502472.000000 Penalty: 3861.922852
	Iteration 64Q: 3 clusters Score -1.850247e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136978 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -18502444.000000 Penalty: 3861.922852
	Iteration 65Q: 3 clusters Score -1.850244e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137079 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -18502426.000000 Penalty: 3861.922852
	Iteration 66Q: 3 clusters Score -1.850243e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137187 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -18502484.000000 Penalty: 3861.922852
	Iteration 67Q: 3 clusters Score -1.850248e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137291 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -18502498.000000 Penalty: 3861.922852
	Iteration 68Q: 3 clusters Score -1.85025e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137394 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -18502478.000000 Penalty: 3861.922852
	Iteration 69Q: 3 clusters Score -1.850248e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137496 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -18502466.000000 Penalty: 3861.922852
	Iteration 70Q: 3 clusters Score -1.850247e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137591 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -18502524.000000 Penalty: 3861.922852
	Iteration 71Q: 3 clusters Score -1.850252e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137673 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -18502522.000000 Penalty: 3861.922852
	Iteration 72Q: 3 clusters Score -1.850252e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137754 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -18502542.000000 Penalty: 3861.922852
	Iteration 73Q: 3 clusters Score -1.850254e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137835 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -18502610.000000 Penalty: 3861.922852
	Iteration 74Q: 3 clusters Score -1.850261e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137911 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -18502620.000000 Penalty: 3861.922852
	Iteration 75Q: 3 clusters Score -1.850262e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138003 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -18502642.000000 Penalty: 3861.922852
	Iteration 76Q: 3 clusters Score -1.850264e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138091 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -18502680.000000 Penalty: 3861.922852
	Iteration 77Q: 3 clusters Score -1.850268e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138155 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -18502722.000000 Penalty: 3861.922852
	Iteration 78Q: 3 clusters Score -1.850272e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138224 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -18502758.000000 Penalty: 3861.922852
	Iteration 79Q: 3 clusters Score -1.850276e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138281 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -18502816.000000 Penalty: 3861.922852
	Iteration 80F: 3 clusters Score -1.850282e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138342 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -18502850.000000 Penalty: 3861.922852
	Iteration 81Q: 3 clusters Score -1.850285e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138401 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -18502914.000000 Penalty: 3861.922852
	Iteration 82Q: 3 clusters Score -1.850291e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138485 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -18502892.000000 Penalty: 3861.922852
	Iteration 83Q: 3 clusters Score -1.850289e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138557 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -18502914.000000 Penalty: 3861.922852
	Iteration 84Q: 3 clusters Score -1.850291e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -18502968.000000 Penalty: 3861.922852
	Iteration 85Q: 3 clusters Score -1.850297e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138726 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -18502970.000000 Penalty: 3861.922852
	Iteration 86Q: 3 clusters Score -1.850297e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138783 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -18503024.000000 Penalty: 3861.922852
	Iteration 87Q: 3 clusters Score -1.850302e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138848 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -18503014.000000 Penalty: 3861.922852
	Iteration 88Q: 3 clusters Score -1.850301e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138908 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -18502988.000000 Penalty: 3861.922852
	Iteration 89Q: 3 clusters Score -1.850299e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138976 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -18503022.000000 Penalty: 3861.922852
	Iteration 90Q: 3 clusters Score -1.850302e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139047 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -18503028.000000 Penalty: 3861.922852
	Iteration 91Q: 3 clusters Score -1.850303e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139117 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -18503034.000000 Penalty: 3861.922852
	Iteration 92Q: 3 clusters Score -1.850303e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139177 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -18503034.000000 Penalty: 3861.922852
	Iteration 93Q: 3 clusters Score -1.850303e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139229 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -18503044.000000 Penalty: 3861.922852
	Iteration 94Q: 3 clusters Score -1.850304e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139275 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -18503050.000000 Penalty: 3861.922852
	Iteration 95Q: 3 clusters Score -1.850305e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139323 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -18503050.000000 Penalty: 3861.922852
	Iteration 96Q: 3 clusters Score -1.850305e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139361 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -18503056.000000 Penalty: 3861.922852
	Iteration 97Q: 3 clusters Score -1.850306e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139401 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -18503050.000000 Penalty: 3861.922852
	Iteration 98Q: 3 clusters Score -1.850305e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139429 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -18503048.000000 Penalty: 3861.922852
	Iteration 99Q: 3 clusters Score -1.850305e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139461 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -18503058.000000 Penalty: 3861.922852
	Iteration 100F: 3 clusters Score -1.850306e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139499 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -18503058.000000 Penalty: 3861.922852
	Iteration 101Q: 3 clusters Score -1.850306e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139520 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -18503082.000000 Penalty: 3861.922852
	Iteration 102Q: 3 clusters Score -1.850308e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139539 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -18503078.000000 Penalty: 3861.922852
	Iteration 103Q: 3 clusters Score -1.850308e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139549 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -18503090.000000 Penalty: 3861.922852
	Iteration 104Q: 3 clusters Score -1.850309e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139561 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -18503112.000000 Penalty: 3861.922852
	Iteration 105Q: 3 clusters Score -1.850311e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139578 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -18503100.000000 Penalty: 3861.922852
	Iteration 106Q: 3 clusters Score -1.85031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139586 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -18503108.000000 Penalty: 3861.922852
	Iteration 107Q: 3 clusters Score -1.850311e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139589 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -18503118.000000 Penalty: 3861.922852
	Iteration 108Q: 3 clusters Score -1.850312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139599 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -18503098.000000 Penalty: 3861.922852
	Iteration 109Q: 3 clusters Score -1.85031e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139620 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -18503114.000000 Penalty: 3861.922852
	Iteration 110Q: 3 clusters Score -1.850311e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139636 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -18503124.000000 Penalty: 3861.922852
	Iteration 111Q: 3 clusters Score -1.850312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139648 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -18503114.000000 Penalty: 3861.922852
	Iteration 112Q: 3 clusters Score -1.850311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139658 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -18503126.000000 Penalty: 3861.922852
	Iteration 113Q: 3 clusters Score -1.850313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139668 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -18503140.000000 Penalty: 3861.922852
	Iteration 114Q: 3 clusters Score -1.850314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139678 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -18503120.000000 Penalty: 3861.922852
	Iteration 115Q: 3 clusters Score -1.850312e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139689 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -18503126.000000 Penalty: 3861.922852
	Iteration 116Q: 3 clusters Score -1.850313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139700 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -18503126.000000 Penalty: 3861.922852
	Iteration 117Q: 3 clusters Score -1.850313e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139710 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -18503126.000000 Penalty: 3861.922852
	Iteration 118Q: 3 clusters Score -1.850313e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139718 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -18503126.000000 Penalty: 3861.922852
	Iteration 119Q: 3 clusters Score -1.850313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139731 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -18503120.000000 Penalty: 3861.922852
	Iteration 120F: 3 clusters Score -1.850312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139745 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -18503116.000000 Penalty: 3861.922852
	Iteration 121Q: 3 clusters Score -1.850312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139749 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -18503130.000000 Penalty: 3861.922852
	Iteration 122Q: 3 clusters Score -1.850313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139752 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -18503136.000000 Penalty: 3861.922852
	Iteration 123Q: 3 clusters Score -1.850314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139756 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -18503128.000000 Penalty: 3861.922852
	Iteration 124Q: 3 clusters Score -1.850313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139759 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -18503142.000000 Penalty: 3861.922852
	Iteration 125Q: 3 clusters Score -1.850314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139760 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -18503140.000000 Penalty: 3861.922852
	Iteration 126Q: 3 clusters Score -1.850314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139766 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -18503138.000000 Penalty: 3861.922852
	Iteration 127Q: 3 clusters Score -1.850314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139770 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -18503122.000000 Penalty: 3861.922852
	Iteration 128Q: 3 clusters Score -1.850312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139779 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -18503142.000000 Penalty: 3861.922852
	Iteration 129Q: 3 clusters Score -1.850314e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139788 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -18503168.000000 Penalty: 3861.922852
	Iteration 130Q: 3 clusters Score -1.850317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139800 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -18503180.000000 Penalty: 3861.922852
	Iteration 131Q: 3 clusters Score -1.850318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139814 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -18503190.000000 Penalty: 3861.922852
	Iteration 132Q: 3 clusters Score -1.850319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139823 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -18503178.000000 Penalty: 3861.922852
	Iteration 133Q: 3 clusters Score -1.850318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139828 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -18503162.000000 Penalty: 3861.922852
	Iteration 134Q: 3 clusters Score -1.850316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139829 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -18503178.000000 Penalty: 3861.922852
	Iteration 135Q: 3 clusters Score -1.850318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139833 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -18503182.000000 Penalty: 3861.922852
	Iteration 136Q: 3 clusters Score -1.850318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139834 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -18503174.000000 Penalty: 3861.922852
	Iteration 137Q: 3 clusters Score -1.850317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139835 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -18503172.000000 Penalty: 3861.922852
	Iteration 138Q: 3 clusters Score -1.850317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139836 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -18503172.000000 Penalty: 3861.922852
	Iteration 139Q: 3 clusters Score -1.850317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139838 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -18503180.000000 Penalty: 3861.922852
	Iteration 140F: 3 clusters Score -1.850318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139840 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -18503174.000000 Penalty: 3861.922852
	Iteration 141Q: 3 clusters Score -1.850317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139846 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -18503172.000000 Penalty: 3861.922852
	Iteration 142Q: 3 clusters Score -1.850317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139848 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -18503166.000000 Penalty: 3861.922852
	Iteration 143Q: 3 clusters Score -1.850317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139847 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -18503174.000000 Penalty: 3861.922852
	Iteration 144Q: 3 clusters Score -1.850317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139850 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -18503166.000000 Penalty: 3861.922852
	Iteration 145Q: 3 clusters Score -1.850317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139851 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -18503162.000000 Penalty: 3861.922852
	Iteration 146Q: 3 clusters Score -1.850316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139851 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -18503162.000000 Penalty: 3861.922852
	Iteration 147F: 3 clusters Score -1.850316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 139851 members 
Mstep: Class 3 contains 10618 members 
Mstep: Class 4 contains 22420 members 
Mstep: Class 5 contains 105056 members 
Mstep: Class 6 contains 10144 members 
Mstep: Class 7 contains 4267 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 38433 members 
Mstep: Class 10 contains 19620 members 
Mstep: Class 11 contains 112310 members 
Mstep: Class 12 contains 120915 members 
Mstep: Class 13 contains 52464 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 11931 members 
Mstep: Class 18 contains 27617 members 
Mstep: Class 19 contains 25263 members 
Mstep: Class 20 contains 67743 members 
Mstep: Class 21 contains 6953 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 4910 members 
Entering Unmasked Estep 
Score: -108821464.000000 Penalty: 51178.343750
Splitting cluster 2 changes total score from -108817576.000000 to -108821464.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 3 (10618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Entering Unmasked Estep 
Score: -1364543.875000 Penalty: 1506.424683
	Iteration 0F: 2 clusters Score -1364544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1356942.125000 Penalty: 3012.849365
	Iteration 0F: 3 clusters Score -1356942 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1359438.875000 Penalty: 3012.849365
	Iteration 1F: 3 clusters Score -1359439 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1359694.000000 Penalty: 3012.849365
	Iteration 2F: 3 clusters Score -1359694 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1359864.750000 Penalty: 3012.849365
	Iteration 3Q: 3 clusters Score -1359865 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1360007.125000 Penalty: 3012.849365
	Iteration 4Q: 3 clusters Score -1360007 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1360151.875000 Penalty: 3012.849365
	Iteration 5Q: 3 clusters Score -1360152 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1360310.000000 Penalty: 3012.849365
	Iteration 6Q: 3 clusters Score -1360310 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1360488.750000 Penalty: 3012.849365
	Iteration 7Q: 3 clusters Score -1360489 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1360708.750000 Penalty: 3012.849365
	Iteration 8Q: 3 clusters Score -1360709 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1361006.000000 Penalty: 3012.849365
	Iteration 9Q: 3 clusters Score -1361006 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1361397.625000 Penalty: 3012.849365
	Iteration 10F: 3 clusters Score -1361398 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1361840.875000 Penalty: 3012.849365
	Iteration 11F: 3 clusters Score -1361841 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1362282.500000 Penalty: 3012.849365
	Iteration 12Q: 3 clusters Score -1362282 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1362625.250000 Penalty: 3012.849365
	Iteration 13Q: 3 clusters Score -1362625 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1362841.500000 Penalty: 3012.849365
	Iteration 14Q: 3 clusters Score -1362842 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1362977.125000 Penalty: 3012.849365
	Iteration 15Q: 3 clusters Score -1362977 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1363075.875000 Penalty: 3012.849365
	Iteration 16Q: 3 clusters Score -1363076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1363138.875000 Penalty: 3012.849365
	Iteration 17Q: 3 clusters Score -1363139 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1363174.500000 Penalty: 3012.849365
	Iteration 18Q: 3 clusters Score -1363174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1363190.875000 Penalty: 3012.849365
	Iteration 19Q: 3 clusters Score -1363191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1363202.125000 Penalty: 3012.849365
	Iteration 20F: 3 clusters Score -1363202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1363216.125000 Penalty: 3012.849365
	Iteration 21Q: 3 clusters Score -1363216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1363230.375000 Penalty: 3012.849365
	Iteration 22Q: 3 clusters Score -1363230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1363241.500000 Penalty: 3012.849365
	Iteration 23Q: 3 clusters Score -1363242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1363244.625000 Penalty: 3012.849365
	Iteration 24Q: 3 clusters Score -1363245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1363250.875000 Penalty: 3012.849365
	Iteration 25Q: 3 clusters Score -1363251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1363257.625000 Penalty: 3012.849365
	Iteration 26Q: 3 clusters Score -1363258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1363260.875000 Penalty: 3012.849365
	Iteration 27Q: 3 clusters Score -1363261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1363261.125000 Penalty: 3012.849365
	Iteration 28Q: 3 clusters Score -1363261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1363261.125000 Penalty: 3012.849365
	Iteration 29F: 3 clusters Score -1363261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Entering Unmasked Estep 
Score: -2841644.500000 Penalty: 1627.877686
	Iteration 0F: 2 clusters Score -2841644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2826440.250000 Penalty: 3255.755371
	Iteration 0F: 3 clusters Score -2826440 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2832589.250000 Penalty: 3255.755371
	Iteration 1F: 3 clusters Score -2832589 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2833980.500000 Penalty: 3255.755371
	Iteration 2F: 3 clusters Score -2833980 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2836215.000000 Penalty: 3255.755371
	Iteration 3F: 3 clusters Score -2836215 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2838726.750000 Penalty: 3255.755371
	Iteration 4F: 3 clusters Score -2838727 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2840681.250000 Penalty: 3255.755371
	Iteration 5F: 3 clusters Score -2840681 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2841840.250000 Penalty: 3255.755371
	Iteration 6F: 3 clusters Score -2841840 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2842463.500000 Penalty: 3255.755371
	Iteration 7Q: 3 clusters Score -2842464 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2842748.750000 Penalty: 3255.755371
	Iteration 8Q: 3 clusters Score -2842749 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2842879.500000 Penalty: 3255.755371
	Iteration 9Q: 3 clusters Score -2842880 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2842947.750000 Penalty: 3255.755371
	Iteration 10Q: 3 clusters Score -2842948 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2842988.000000 Penalty: 3255.755371
	Iteration 11Q: 3 clusters Score -2842988 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2843026.000000 Penalty: 3255.755371
	Iteration 12Q: 3 clusters Score -2843026 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2843038.000000 Penalty: 3255.755371
	Iteration 13Q: 3 clusters Score -2843038 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2843063.000000 Penalty: 3255.755371
	Iteration 14Q: 3 clusters Score -2843063 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2843087.000000 Penalty: 3255.755371
	Iteration 15Q: 3 clusters Score -2843087 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2843089.250000 Penalty: 3255.755371
	Iteration 16Q: 3 clusters Score -2843089 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2843093.500000 Penalty: 3255.755371
	Iteration 17Q: 3 clusters Score -2843094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2843103.000000 Penalty: 3255.755371
	Iteration 18Q: 3 clusters Score -2843103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2843111.000000 Penalty: 3255.755371
	Iteration 19Q: 3 clusters Score -2843111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2843113.000000 Penalty: 3255.755371
	Iteration 20F: 3 clusters Score -2843113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2843112.750000 Penalty: 3255.755371
	Iteration 21Q: 3 clusters Score -2843113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2843114.750000 Penalty: 3255.755371
	Iteration 22Q: 3 clusters Score -2843115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2843113.500000 Penalty: 3255.755371
	Iteration 23Q: 3 clusters Score -2843114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2843111.250000 Penalty: 3255.755371
	Iteration 24Q: 3 clusters Score -2843111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2843115.000000 Penalty: 3255.755371
	Iteration 25Q: 3 clusters Score -2843115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2843119.000000 Penalty: 3255.755371
	Iteration 26Q: 3 clusters Score -2843119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2843130.250000 Penalty: 3255.755371
	Iteration 27Q: 3 clusters Score -2843130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2843131.500000 Penalty: 3255.755371
	Iteration 28Q: 3 clusters Score -2843132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2843132.250000 Penalty: 3255.755371
	Iteration 29Q: 3 clusters Score -2843132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2843131.000000 Penalty: 3255.755371
	Iteration 30Q: 3 clusters Score -2843131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2843133.250000 Penalty: 3255.755371
	Iteration 31Q: 3 clusters Score -2843133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2843132.750000 Penalty: 3255.755371
	Iteration 32Q: 3 clusters Score -2843133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2843133.000000 Penalty: 3255.755371
	Iteration 33Q: 3 clusters Score -2843133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2843133.000000 Penalty: 3255.755371
	Iteration 34F: 3 clusters Score -2843133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 139851 members 
Mstep: Class 3 contains 10618 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 105056 members 
Mstep: Class 6 contains 10144 members 
Mstep: Class 7 contains 4267 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 38433 members 
Mstep: Class 10 contains 19620 members 
Mstep: Class 11 contains 112310 members 
Mstep: Class 12 contains 120915 members 
Mstep: Class 13 contains 52464 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 11931 members 
Mstep: Class 18 contains 27617 members 
Mstep: Class 19 contains 25263 members 
Mstep: Class 20 contains 67743 members 
Mstep: Class 21 contains 6953 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 20013 members 
Entering Unmasked Estep 
Score: -108822096.000000 Penalty: 53403.488281
Splitting cluster 4 changes total score from -108817576.000000 to -108822096.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (105056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105056 members 
Entering Unmasked Estep 
Score: -13278386.000000 Penalty: 1878.865479
	Iteration 0F: 2 clusters Score -1.327839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -13209666.000000 Penalty: 3757.730957
	Iteration 0F: 3 clusters Score -1.320967e+07 nChanged 50321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -13239846.000000 Penalty: 3757.730957
	Iteration 1F: 3 clusters Score -1.323985e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -13241603.000000 Penalty: 3757.730957
	Iteration 2Q: 3 clusters Score -1.32416e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -13244505.000000 Penalty: 3757.730957
	Iteration 3F: 3 clusters Score -1.32445e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -13248800.000000 Penalty: 3757.730957
	Iteration 4F: 3 clusters Score -1.32488e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -13254266.000000 Penalty: 3757.730957
	Iteration 5F: 3 clusters Score -1.325427e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84192 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -13260941.000000 Penalty: 3757.730957
	Iteration 6F: 3 clusters Score -1.326094e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90141 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -13267249.000000 Penalty: 3757.730957
	Iteration 7F: 3 clusters Score -1.326725e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94516 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -13272079.000000 Penalty: 3757.730957
	Iteration 8Q: 3 clusters Score -1.327208e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97251 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -13275330.000000 Penalty: 3757.730957
	Iteration 9Q: 3 clusters Score -1.327533e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98789 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -13277215.000000 Penalty: 3757.730957
	Iteration 10Q: 3 clusters Score -1.327722e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -13278262.000000 Penalty: 3757.730957
	Iteration 11Q: 3 clusters Score -1.327826e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -13278789.000000 Penalty: 3757.730957
	Iteration 12Q: 3 clusters Score -1.327879e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100716 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -13279139.000000 Penalty: 3757.730957
	Iteration 13Q: 3 clusters Score -1.327914e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101051 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -13279377.000000 Penalty: 3757.730957
	Iteration 14Q: 3 clusters Score -1.327938e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101331 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -13279531.000000 Penalty: 3757.730957
	Iteration 15Q: 3 clusters Score -1.327953e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101553 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -13279643.000000 Penalty: 3757.730957
	Iteration 16Q: 3 clusters Score -1.327964e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -13279715.000000 Penalty: 3757.730957
	Iteration 17Q: 3 clusters Score -1.327972e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101871 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -13279779.000000 Penalty: 3757.730957
	Iteration 18Q: 3 clusters Score -1.327978e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101998 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -13279823.000000 Penalty: 3757.730957
	Iteration 19Q: 3 clusters Score -1.327982e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102108 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -13279865.000000 Penalty: 3757.730957
	Iteration 20F: 3 clusters Score -1.327986e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102210 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -13279873.000000 Penalty: 3757.730957
	Iteration 21Q: 3 clusters Score -1.327987e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102310 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -13279919.000000 Penalty: 3757.730957
	Iteration 22Q: 3 clusters Score -1.327992e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102393 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -13279962.000000 Penalty: 3757.730957
	Iteration 23Q: 3 clusters Score -1.327996e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102462 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -13279965.000000 Penalty: 3757.730957
	Iteration 24Q: 3 clusters Score -1.327996e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102540 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -13280028.000000 Penalty: 3757.730957
	Iteration 25Q: 3 clusters Score -1.328003e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102601 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -13280060.000000 Penalty: 3757.730957
	Iteration 26Q: 3 clusters Score -1.328006e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -13280083.000000 Penalty: 3757.730957
	Iteration 27Q: 3 clusters Score -1.328008e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102707 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -13280089.000000 Penalty: 3757.730957
	Iteration 28Q: 3 clusters Score -1.328009e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102760 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -13280098.000000 Penalty: 3757.730957
	Iteration 29Q: 3 clusters Score -1.32801e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -13280124.000000 Penalty: 3757.730957
	Iteration 30Q: 3 clusters Score -1.328012e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102844 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -13280130.000000 Penalty: 3757.730957
	Iteration 31Q: 3 clusters Score -1.328013e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102888 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -13280167.000000 Penalty: 3757.730957
	Iteration 32Q: 3 clusters Score -1.328017e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102935 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -13280175.000000 Penalty: 3757.730957
	Iteration 33Q: 3 clusters Score -1.328018e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102965 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -13280173.000000 Penalty: 3757.730957
	Iteration 34Q: 3 clusters Score -1.328017e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102992 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -13280191.000000 Penalty: 3757.730957
	Iteration 35Q: 3 clusters Score -1.328019e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103003 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -13280180.000000 Penalty: 3757.730957
	Iteration 36Q: 3 clusters Score -1.328018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103007 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -13280190.000000 Penalty: 3757.730957
	Iteration 37Q: 3 clusters Score -1.328019e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103010 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -13280182.000000 Penalty: 3757.730957
	Iteration 38Q: 3 clusters Score -1.328018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103009 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -13280175.000000 Penalty: 3757.730957
	Iteration 39Q: 3 clusters Score -1.328018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103010 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -13280175.000000 Penalty: 3757.730957
	Iteration 40F: 3 clusters Score -1.328018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103011 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -13280179.000000 Penalty: 3757.730957
	Iteration 41Q: 3 clusters Score -1.328018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103015 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -13280171.000000 Penalty: 3757.730957
	Iteration 42Q: 3 clusters Score -1.328017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103016 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -13280167.000000 Penalty: 3757.730957
	Iteration 43Q: 3 clusters Score -1.328017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103016 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -13280167.000000 Penalty: 3757.730957
	Iteration 44F: 3 clusters Score -1.328017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 139851 members 
Mstep: Class 3 contains 10618 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 103016 members 
Mstep: Class 6 contains 10144 members 
Mstep: Class 7 contains 4267 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 38433 members 
Mstep: Class 10 contains 19620 members 
Mstep: Class 11 contains 112310 members 
Mstep: Class 12 contains 120915 members 
Mstep: Class 13 contains 52464 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 11931 members 
Mstep: Class 18 contains 27617 members 
Mstep: Class 19 contains 25263 members 
Mstep: Class 20 contains 67743 members 
Mstep: Class 21 contains 6953 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 20013 members 
Mstep: Class 25 contains 2040 members 
Entering Unmasked Estep 
Score: -108823368.000000 Penalty: 55628.632812
Splitting cluster 5 changes total score from -108817576.000000 to -108823368.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (10144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Entering Unmasked Estep 
Score: -1232845.750000 Penalty: 1499.003662
	Iteration 0F: 2 clusters Score -1232846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1225590.500000 Penalty: 2998.007324
	Iteration 0F: 3 clusters Score -1225590 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1228099.375000 Penalty: 2998.007324
	Iteration 1F: 3 clusters Score -1228099 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1228459.750000 Penalty: 2998.007324
	Iteration 2F: 3 clusters Score -1228460 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1228810.375000 Penalty: 2998.007324
	Iteration 3F: 3 clusters Score -1228810 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1229193.875000 Penalty: 2998.007324
	Iteration 4F: 3 clusters Score -1229194 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1229575.375000 Penalty: 2998.007324
	Iteration 5F: 3 clusters Score -1229575 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1229877.375000 Penalty: 2998.007324
	Iteration 6F: 3 clusters Score -1229877 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1230116.875000 Penalty: 2998.007324
	Iteration 7Q: 3 clusters Score -1230117 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1230318.125000 Penalty: 2998.007324
	Iteration 8Q: 3 clusters Score -1230318 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1230484.125000 Penalty: 2998.007324
	Iteration 9Q: 3 clusters Score -1230484 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1230640.500000 Penalty: 2998.007324
	Iteration 10Q: 3 clusters Score -1230640 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1230827.750000 Penalty: 2998.007324
	Iteration 11Q: 3 clusters Score -1230828 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1231008.125000 Penalty: 2998.007324
	Iteration 12Q: 3 clusters Score -1231008 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1231262.250000 Penalty: 2998.007324
	Iteration 13Q: 3 clusters Score -1231262 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1231472.625000 Penalty: 2998.007324
	Iteration 14Q: 3 clusters Score -1231473 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1231646.250000 Penalty: 2998.007324
	Iteration 15Q: 3 clusters Score -1231646 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1231789.125000 Penalty: 2998.007324
	Iteration 16Q: 3 clusters Score -1231789 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1231920.375000 Penalty: 2998.007324
	Iteration 17Q: 3 clusters Score -1231920 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1232016.750000 Penalty: 2998.007324
	Iteration 18Q: 3 clusters Score -1232017 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1232077.125000 Penalty: 2998.007324
	Iteration 19Q: 3 clusters Score -1232077 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1232111.875000 Penalty: 2998.007324
	Iteration 20F: 3 clusters Score -1232112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1232131.750000 Penalty: 2998.007324
	Iteration 21Q: 3 clusters Score -1232132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1232148.375000 Penalty: 2998.007324
	Iteration 22Q: 3 clusters Score -1232148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1232158.750000 Penalty: 2998.007324
	Iteration 23Q: 3 clusters Score -1232159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1232165.500000 Penalty: 2998.007324
	Iteration 24Q: 3 clusters Score -1232166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1232166.250000 Penalty: 2998.007324
	Iteration 25Q: 3 clusters Score -1232166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1232168.750000 Penalty: 2998.007324
	Iteration 26Q: 3 clusters Score -1232169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1232170.000000 Penalty: 2998.007324
	Iteration 27Q: 3 clusters Score -1232170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1232171.125000 Penalty: 2998.007324
	Iteration 28Q: 3 clusters Score -1232171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1232171.125000 Penalty: 2998.007324
	Iteration 29Q: 3 clusters Score -1232171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1232172.625000 Penalty: 2998.007324
	Iteration 30Q: 3 clusters Score -1232173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1232172.625000 Penalty: 2998.007324
	Iteration 31F: 3 clusters Score -1232173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Entering Unmasked Estep 
Score: -446612.312500 Penalty: 1358.283325
	Iteration 0F: 2 clusters Score -446612.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -443519.031250 Penalty: 2716.566650
	Iteration 0F: 3 clusters Score -443519 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -446441.281250 Penalty: 2716.566650
	Iteration 1F: 3 clusters Score -446441.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -448645.218750 Penalty: 2716.566650
	Iteration 2F: 3 clusters Score -448645.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -450572.281250 Penalty: 2716.566650
	Iteration 3F: 3 clusters Score -450572.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -451348.125000 Penalty: 2716.566650
	Iteration 4F: 3 clusters Score -451348.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -451584.000000 Penalty: 2716.566650
	Iteration 5Q: 3 clusters Score -451584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -451708.250000 Penalty: 2716.566650
	Iteration 6Q: 3 clusters Score -451708.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -451783.281250 Penalty: 2716.566650
	Iteration 7Q: 3 clusters Score -451783.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -451857.625000 Penalty: 2716.566650
	Iteration 8Q: 3 clusters Score -451857.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -451912.906250 Penalty: 2716.566650
	Iteration 9Q: 3 clusters Score -451912.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -451944.593750 Penalty: 2716.566650
	Iteration 10Q: 3 clusters Score -451944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -451953.437500 Penalty: 2716.566650
	Iteration 11Q: 3 clusters Score -451953.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -451953.250000 Penalty: 2716.566650
	Iteration 12Q: 3 clusters Score -451953.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -451953.250000 Penalty: 2716.566650
	Iteration 13F: 3 clusters Score -451953.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 139851 members 
Mstep: Class 3 contains 10618 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 103016 members 
Mstep: Class 6 contains 10144 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 38433 members 
Mstep: Class 10 contains 19620 members 
Mstep: Class 11 contains 112310 members 
Mstep: Class 12 contains 120915 members 
Mstep: Class 13 contains 52464 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 11931 members 
Mstep: Class 18 contains 27617 members 
Mstep: Class 19 contains 25263 members 
Mstep: Class 20 contains 67743 members 
Mstep: Class 21 contains 6953 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 20013 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 252 members 
Entering Unmasked Estep 
Score: -108828080.000000 Penalty: 57853.777344
Splitting cluster 7 changes total score from -108817576.000000 to -108828080.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (4414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Entering Unmasked Estep 
Score: -556990.500000 Penalty: 1363.787109
	Iteration 0F: 2 clusters Score -556990.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -553420.000000 Penalty: 2727.574219
	Iteration 0F: 3 clusters Score -553420 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -554442.937500 Penalty: 2727.574219
	Iteration 1F: 3 clusters Score -554442.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -554698.000000 Penalty: 2727.574219
	Iteration 2F: 3 clusters Score -554698 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -554961.625000 Penalty: 2727.574219
	Iteration 3F: 3 clusters Score -554961.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -555236.375000 Penalty: 2727.574219
	Iteration 4F: 3 clusters Score -555236.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -555558.875000 Penalty: 2727.574219
	Iteration 5F: 3 clusters Score -555558.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -555828.187500 Penalty: 2727.574219
	Iteration 6F: 3 clusters Score -555828.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -555998.625000 Penalty: 2727.574219
	Iteration 7F: 3 clusters Score -555998.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -556109.875000 Penalty: 2727.574219
	Iteration 8Q: 3 clusters Score -556109.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -556165.562500 Penalty: 2727.574219
	Iteration 9Q: 3 clusters Score -556165.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -556195.812500 Penalty: 2727.574219
	Iteration 10Q: 3 clusters Score -556195.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -556212.375000 Penalty: 2727.574219
	Iteration 11Q: 3 clusters Score -556212.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -556222.562500 Penalty: 2727.574219
	Iteration 12Q: 3 clusters Score -556222.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -556228.500000 Penalty: 2727.574219
	Iteration 13Q: 3 clusters Score -556228.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -556233.750000 Penalty: 2727.574219
	Iteration 14Q: 3 clusters Score -556233.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -556238.187500 Penalty: 2727.574219
	Iteration 15Q: 3 clusters Score -556238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -556239.875000 Penalty: 2727.574219
	Iteration 16Q: 3 clusters Score -556239.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -556240.625000 Penalty: 2727.574219
	Iteration 17Q: 3 clusters Score -556240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -556241.687500 Penalty: 2727.574219
	Iteration 18Q: 3 clusters Score -556241.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -556242.875000 Penalty: 2727.574219
	Iteration 19Q: 3 clusters Score -556242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -556243.250000 Penalty: 2727.574219
	Iteration 20F: 3 clusters Score -556243.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -556243.250000 Penalty: 2727.574219
	Iteration 21Q: 3 clusters Score -556243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -556244.125000 Penalty: 2727.574219
	Iteration 22Q: 3 clusters Score -556244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -556244.125000 Penalty: 2727.574219
	Iteration 23F: 3 clusters Score -556244.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Entering Unmasked Estep 
Score: -4473828.000000 Penalty: 1715.459229
	Iteration 0F: 2 clusters Score -4473828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -4448177.000000 Penalty: 3430.918457
	Iteration 0F: 3 clusters Score -4448177 nChanged 17790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -4458990.500000 Penalty: 3430.918457
	Iteration 1F: 3 clusters Score -4458990 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -4460850.000000 Penalty: 3430.918457
	Iteration 2F: 3 clusters Score -4460850 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -4463113.500000 Penalty: 3430.918457
	Iteration 3F: 3 clusters Score -4463114 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -4465585.500000 Penalty: 3430.918457
	Iteration 4F: 3 clusters Score -4465586 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -4467952.000000 Penalty: 3430.918457
	Iteration 5F: 3 clusters Score -4467952 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -4469562.500000 Penalty: 3430.918457
	Iteration 6F: 3 clusters Score -4469562 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -4470447.500000 Penalty: 3430.918457
	Iteration 7Q: 3 clusters Score -4470448 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -4470814.500000 Penalty: 3430.918457
	Iteration 8Q: 3 clusters Score -4470814 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -4471042.500000 Penalty: 3430.918457
	Iteration 9Q: 3 clusters Score -4471042 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -4471109.500000 Penalty: 3430.918457
	Iteration 10Q: 3 clusters Score -4471110 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -4471174.000000 Penalty: 3430.918457
	Iteration 11Q: 3 clusters Score -4471174 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -4471228.000000 Penalty: 3430.918457
	Iteration 12Q: 3 clusters Score -4471228 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -4471280.500000 Penalty: 3430.918457
	Iteration 13Q: 3 clusters Score -4471280 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -4471284.500000 Penalty: 3430.918457
	Iteration 14Q: 3 clusters Score -4471284 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -4471295.500000 Penalty: 3430.918457
	Iteration 15Q: 3 clusters Score -4471296 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -4471325.000000 Penalty: 3430.918457
	Iteration 16Q: 3 clusters Score -4471325 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -4471337.000000 Penalty: 3430.918457
	Iteration 17Q: 3 clusters Score -4471337 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -4471388.500000 Penalty: 3430.918457
	Iteration 18Q: 3 clusters Score -4471388 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -4471417.000000 Penalty: 3430.918457
	Iteration 19Q: 3 clusters Score -4471417 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -4471462.500000 Penalty: 3430.918457
	Iteration 20F: 3 clusters Score -4471462 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -4471502.500000 Penalty: 3430.918457
	Iteration 21Q: 3 clusters Score -4471502 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -4471524.000000 Penalty: 3430.918457
	Iteration 22Q: 3 clusters Score -4471524 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -4471545.500000 Penalty: 3430.918457
	Iteration 23Q: 3 clusters Score -4471546 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -4471576.500000 Penalty: 3430.918457
	Iteration 24Q: 3 clusters Score -4471576 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -4471620.000000 Penalty: 3430.918457
	Iteration 25Q: 3 clusters Score -4471620 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -4471636.500000 Penalty: 3430.918457
	Iteration 26Q: 3 clusters Score -4471636 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -4471682.000000 Penalty: 3430.918457
	Iteration 27Q: 3 clusters Score -4471682 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4471723.500000 Penalty: 3430.918457
	Iteration 28Q: 3 clusters Score -4471724 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -4471760.000000 Penalty: 3430.918457
	Iteration 29Q: 3 clusters Score -4471760 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -4471814.000000 Penalty: 3430.918457
	Iteration 30Q: 3 clusters Score -4471814 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -4471855.500000 Penalty: 3430.918457
	Iteration 31Q: 3 clusters Score -4471856 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -4471884.000000 Penalty: 3430.918457
	Iteration 32Q: 3 clusters Score -4471884 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -4471921.000000 Penalty: 3430.918457
	Iteration 33Q: 3 clusters Score -4471921 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -4471939.000000 Penalty: 3430.918457
	Iteration 34Q: 3 clusters Score -4471939 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -4471964.500000 Penalty: 3430.918457
	Iteration 35Q: 3 clusters Score -4471964 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -4471985.500000 Penalty: 3430.918457
	Iteration 36Q: 3 clusters Score -4471986 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -4472013.000000 Penalty: 3430.918457
	Iteration 37Q: 3 clusters Score -4472013 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -4472025.500000 Penalty: 3430.918457
	Iteration 38Q: 3 clusters Score -4472026 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -4472043.000000 Penalty: 3430.918457
	Iteration 39Q: 3 clusters Score -4472043 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -4472066.500000 Penalty: 3430.918457
	Iteration 40F: 3 clusters Score -4472066 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -4472077.000000 Penalty: 3430.918457
	Iteration 41Q: 3 clusters Score -4472077 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -4472091.000000 Penalty: 3430.918457
	Iteration 42Q: 3 clusters Score -4472091 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -4472088.500000 Penalty: 3430.918457
	Iteration 43Q: 3 clusters Score -4472088 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -4472090.000000 Penalty: 3430.918457
	Iteration 44Q: 3 clusters Score -4472090 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -4472093.000000 Penalty: 3430.918457
	Iteration 45Q: 3 clusters Score -4472093 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -4472111.000000 Penalty: 3430.918457
	Iteration 46Q: 3 clusters Score -4472111 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -4472138.500000 Penalty: 3430.918457
	Iteration 47Q: 3 clusters Score -4472138 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -4472151.000000 Penalty: 3430.918457
	Iteration 48Q: 3 clusters Score -4472151 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -4472189.000000 Penalty: 3430.918457
	Iteration 49Q: 3 clusters Score -4472189 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -4472197.000000 Penalty: 3430.918457
	Iteration 50Q: 3 clusters Score -4472197 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -4472198.000000 Penalty: 3430.918457
	Iteration 51Q: 3 clusters Score -4472198 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -4472215.500000 Penalty: 3430.918457
	Iteration 52Q: 3 clusters Score -4472216 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -4472238.000000 Penalty: 3430.918457
	Iteration 53Q: 3 clusters Score -4472238 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -4472253.000000 Penalty: 3430.918457
	Iteration 54Q: 3 clusters Score -4472253 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -4472270.000000 Penalty: 3430.918457
	Iteration 55Q: 3 clusters Score -4472270 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -4472306.500000 Penalty: 3430.918457
	Iteration 56Q: 3 clusters Score -4472306 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -4472327.000000 Penalty: 3430.918457
	Iteration 57Q: 3 clusters Score -4472327 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -4472339.000000 Penalty: 3430.918457
	Iteration 58Q: 3 clusters Score -4472339 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -4472376.000000 Penalty: 3430.918457
	Iteration 59Q: 3 clusters Score -4472376 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -4472397.000000 Penalty: 3430.918457
	Iteration 60F: 3 clusters Score -4472397 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -4472434.500000 Penalty: 3430.918457
	Iteration 61Q: 3 clusters Score -4472434 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -4472490.000000 Penalty: 3430.918457
	Iteration 62Q: 3 clusters Score -4472490 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -4472539.000000 Penalty: 3430.918457
	Iteration 63Q: 3 clusters Score -4472539 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -4472589.500000 Penalty: 3430.918457
	Iteration 64Q: 3 clusters Score -4472590 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -4472627.000000 Penalty: 3430.918457
	Iteration 65Q: 3 clusters Score -4472627 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -4472685.500000 Penalty: 3430.918457
	Iteration 66Q: 3 clusters Score -4472686 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -4472751.500000 Penalty: 3430.918457
	Iteration 67Q: 3 clusters Score -4472752 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -4472804.000000 Penalty: 3430.918457
	Iteration 68Q: 3 clusters Score -4472804 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -4472845.000000 Penalty: 3430.918457
	Iteration 69Q: 3 clusters Score -4472845 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4472910.000000 Penalty: 3430.918457
	Iteration 70Q: 3 clusters Score -4472910 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -4472937.000000 Penalty: 3430.918457
	Iteration 71Q: 3 clusters Score -4472937 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -4472975.000000 Penalty: 3430.918457
	Iteration 72Q: 3 clusters Score -4472975 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -4473004.000000 Penalty: 3430.918457
	Iteration 73Q: 3 clusters Score -4473004 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -4473009.000000 Penalty: 3430.918457
	Iteration 74Q: 3 clusters Score -4473009 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -4473037.500000 Penalty: 3430.918457
	Iteration 75Q: 3 clusters Score -4473038 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -4473060.000000 Penalty: 3430.918457
	Iteration 76Q: 3 clusters Score -4473060 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -4473082.500000 Penalty: 3430.918457
	Iteration 77Q: 3 clusters Score -4473082 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4473080.000000 Penalty: 3430.918457
	Iteration 78Q: 3 clusters Score -4473080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -4473111.000000 Penalty: 3430.918457
	Iteration 79Q: 3 clusters Score -4473111 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -4473139.500000 Penalty: 3430.918457
	Iteration 80F: 3 clusters Score -4473140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -4473137.000000 Penalty: 3430.918457
	Iteration 81Q: 3 clusters Score -4473137 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -4473145.000000 Penalty: 3430.918457
	Iteration 82Q: 3 clusters Score -4473145 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -4473165.500000 Penalty: 3430.918457
	Iteration 83Q: 3 clusters Score -4473166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -4473182.000000 Penalty: 3430.918457
	Iteration 84Q: 3 clusters Score -4473182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -4473183.500000 Penalty: 3430.918457
	Iteration 85Q: 3 clusters Score -4473184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -4473184.500000 Penalty: 3430.918457
	Iteration 86Q: 3 clusters Score -4473184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -4473182.000000 Penalty: 3430.918457
	Iteration 87Q: 3 clusters Score -4473182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -4473183.000000 Penalty: 3430.918457
	Iteration 88Q: 3 clusters Score -4473183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -4473189.000000 Penalty: 3430.918457
	Iteration 89Q: 3 clusters Score -4473189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4473188.500000 Penalty: 3430.918457
	Iteration 90Q: 3 clusters Score -4473188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -4473191.000000 Penalty: 3430.918457
	Iteration 91Q: 3 clusters Score -4473191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -4473193.500000 Penalty: 3430.918457
	Iteration 92Q: 3 clusters Score -4473194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4473197.500000 Penalty: 3430.918457
	Iteration 93Q: 3 clusters Score -4473198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -4473194.000000 Penalty: 3430.918457
	Iteration 94Q: 3 clusters Score -4473194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -4473184.000000 Penalty: 3430.918457
	Iteration 95Q: 3 clusters Score -4473184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -4473183.500000 Penalty: 3430.918457
	Iteration 96Q: 3 clusters Score -4473184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -4473192.500000 Penalty: 3430.918457
	Iteration 97Q: 3 clusters Score -4473192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -4473199.500000 Penalty: 3430.918457
	Iteration 98Q: 3 clusters Score -4473200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4473203.500000 Penalty: 3430.918457
	Iteration 99Q: 3 clusters Score -4473204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -4473204.000000 Penalty: 3430.918457
	Iteration 100F: 3 clusters Score -4473204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4473222.500000 Penalty: 3430.918457
	Iteration 101Q: 3 clusters Score -4473222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -4473236.000000 Penalty: 3430.918457
	Iteration 102Q: 3 clusters Score -4473236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -4473241.000000 Penalty: 3430.918457
	Iteration 103Q: 3 clusters Score -4473241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4473247.500000 Penalty: 3430.918457
	Iteration 104Q: 3 clusters Score -4473248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -4473252.500000 Penalty: 3430.918457
	Iteration 105Q: 3 clusters Score -4473252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4473270.000000 Penalty: 3430.918457
	Iteration 106Q: 3 clusters Score -4473270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -4473268.000000 Penalty: 3430.918457
	Iteration 107Q: 3 clusters Score -4473268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -4473268.500000 Penalty: 3430.918457
	Iteration 108Q: 3 clusters Score -4473268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -4473269.500000 Penalty: 3430.918457
	Iteration 109Q: 3 clusters Score -4473270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -4473264.500000 Penalty: 3430.918457
	Iteration 110Q: 3 clusters Score -4473264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -4473261.000000 Penalty: 3430.918457
	Iteration 111Q: 3 clusters Score -4473261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -4473261.500000 Penalty: 3430.918457
	Iteration 112Q: 3 clusters Score -4473262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -4473255.500000 Penalty: 3430.918457
	Iteration 113Q: 3 clusters Score -4473256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4473263.000000 Penalty: 3430.918457
	Iteration 114Q: 3 clusters Score -4473263 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -4473267.500000 Penalty: 3430.918457
	Iteration 115Q: 3 clusters Score -4473268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -4473267.000000 Penalty: 3430.918457
	Iteration 116Q: 3 clusters Score -4473267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4473261.500000 Penalty: 3430.918457
	Iteration 117Q: 3 clusters Score -4473262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -4473264.000000 Penalty: 3430.918457
	Iteration 118Q: 3 clusters Score -4473264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -4473268.500000 Penalty: 3430.918457
	Iteration 119Q: 3 clusters Score -4473268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -4473276.500000 Penalty: 3430.918457
	Iteration 120F: 3 clusters Score -4473276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -4473278.000000 Penalty: 3430.918457
	Iteration 121Q: 3 clusters Score -4473278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4473282.000000 Penalty: 3430.918457
	Iteration 122Q: 3 clusters Score -4473282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -4473285.000000 Penalty: 3430.918457
	Iteration 123Q: 3 clusters Score -4473285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4473297.000000 Penalty: 3430.918457
	Iteration 124Q: 3 clusters Score -4473297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -4473292.000000 Penalty: 3430.918457
	Iteration 125Q: 3 clusters Score -4473292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -4473287.500000 Penalty: 3430.918457
	Iteration 126Q: 3 clusters Score -4473288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4473293.500000 Penalty: 3430.918457
	Iteration 127Q: 3 clusters Score -4473294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -4473305.500000 Penalty: 3430.918457
	Iteration 128Q: 3 clusters Score -4473306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4473297.000000 Penalty: 3430.918457
	Iteration 129Q: 3 clusters Score -4473297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -4473295.000000 Penalty: 3430.918457
	Iteration 130Q: 3 clusters Score -4473295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4473307.000000 Penalty: 3430.918457
	Iteration 131Q: 3 clusters Score -4473307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -4473297.500000 Penalty: 3430.918457
	Iteration 132Q: 3 clusters Score -4473298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -4473293.500000 Penalty: 3430.918457
	Iteration 133Q: 3 clusters Score -4473294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4473297.000000 Penalty: 3430.918457
	Iteration 134Q: 3 clusters Score -4473297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4473295.000000 Penalty: 3430.918457
	Iteration 135Q: 3 clusters Score -4473295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4473292.500000 Penalty: 3430.918457
	Iteration 136Q: 3 clusters Score -4473292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4473297.000000 Penalty: 3430.918457
	Iteration 137Q: 3 clusters Score -4473297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4473296.500000 Penalty: 3430.918457
	Iteration 138Q: 3 clusters Score -4473296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4473296.500000 Penalty: 3430.918457
	Iteration 139Q: 3 clusters Score -4473296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4473297.000000 Penalty: 3430.918457
	Iteration 140F: 3 clusters Score -4473297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4473301.000000 Penalty: 3430.918457
	Iteration 141Q: 3 clusters Score -4473301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -4473300.500000 Penalty: 3430.918457
	Iteration 142Q: 3 clusters Score -4473300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4473305.000000 Penalty: 3430.918457
	Iteration 143Q: 3 clusters Score -4473305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4473300.000000 Penalty: 3430.918457
	Iteration 144Q: 3 clusters Score -4473300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -4473302.000000 Penalty: 3430.918457
	Iteration 145Q: 3 clusters Score -4473302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -4473305.500000 Penalty: 3430.918457
	Iteration 146Q: 3 clusters Score -4473306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4473315.500000 Penalty: 3430.918457
	Iteration 147Q: 3 clusters Score -4473316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4473315.000000 Penalty: 3430.918457
	Iteration 148Q: 3 clusters Score -4473315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4473318.000000 Penalty: 3430.918457
	Iteration 149Q: 3 clusters Score -4473318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -4473327.500000 Penalty: 3430.918457
	Iteration 150Q: 3 clusters Score -4473328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -4473338.000000 Penalty: 3430.918457
	Iteration 151Q: 3 clusters Score -4473338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4473345.500000 Penalty: 3430.918457
	Iteration 152Q: 3 clusters Score -4473346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4473339.500000 Penalty: 3430.918457
	Iteration 153Q: 3 clusters Score -4473340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4473344.500000 Penalty: 3430.918457
	Iteration 154Q: 3 clusters Score -4473344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4473341.500000 Penalty: 3430.918457
	Iteration 155Q: 3 clusters Score -4473342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4473342.000000 Penalty: 3430.918457
	Iteration 156Q: 3 clusters Score -4473342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4473346.000000 Penalty: 3430.918457
	Iteration 157Q: 3 clusters Score -4473346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4473345.500000 Penalty: 3430.918457
	Iteration 158Q: 3 clusters Score -4473346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4473347.000000 Penalty: 3430.918457
	Iteration 159Q: 3 clusters Score -4473347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4473344.000000 Penalty: 3430.918457
	Iteration 160F: 3 clusters Score -4473344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4473348.500000 Penalty: 3430.918457
	Iteration 161Q: 3 clusters Score -4473348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4473345.500000 Penalty: 3430.918457
	Iteration 162Q: 3 clusters Score -4473346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4473347.000000 Penalty: 3430.918457
	Iteration 163Q: 3 clusters Score -4473347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4473344.000000 Penalty: 3430.918457
	Iteration 164Q: 3 clusters Score -4473344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4473345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
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	Iteration 166F: 3 clusters Score -4473345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19620 members 
Entering Unmasked Estep 
Score: -2489247.000000 Penalty: 1606.199585
	Iteration 0F: 2 clusters Score -2489247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2475912.750000 Penalty: 3212.399170
	Iteration 0F: 3 clusters Score -2475913 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2480935.750000 Penalty: 3212.399170
	Iteration 1F: 3 clusters Score -2480936 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2481706.250000 Penalty: 3212.399170
	Iteration 2F: 3 clusters Score -2481706 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2482565.000000 Penalty: 3212.399170
	Iteration 3F: 3 clusters Score -2482565 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2483304.750000 Penalty: 3212.399170
	Iteration 4F: 3 clusters Score -2483305 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2483907.750000 Penalty: 3212.399170
	Iteration 5F: 3 clusters Score -2483908 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2484419.250000 Penalty: 3212.399170
	Iteration 6F: 3 clusters Score -2484419 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2484879.500000 Penalty: 3212.399170
	Iteration 7Q: 3 clusters Score -2484880 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2485308.000000 Penalty: 3212.399170
	Iteration 8Q: 3 clusters Score -2485308 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2485711.250000 Penalty: 3212.399170
	Iteration 9Q: 3 clusters Score -2485711 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2486119.750000 Penalty: 3212.399170
	Iteration 10Q: 3 clusters Score -2486120 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2486595.250000 Penalty: 3212.399170
	Iteration 11Q: 3 clusters Score -2486595 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2487113.500000 Penalty: 3212.399170
	Iteration 12Q: 3 clusters Score -2487114 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2487601.750000 Penalty: 3212.399170
	Iteration 13Q: 3 clusters Score -2487602 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2488010.250000 Penalty: 3212.399170
	Iteration 14Q: 3 clusters Score -2488010 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2488353.250000 Penalty: 3212.399170
	Iteration 15Q: 3 clusters Score -2488353 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2488634.750000 Penalty: 3212.399170
	Iteration 16Q: 3 clusters Score -2488635 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2488922.500000 Penalty: 3212.399170
	Iteration 17Q: 3 clusters Score -2488922 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2489175.250000 Penalty: 3212.399170
	Iteration 18Q: 3 clusters Score -2489175 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2489433.500000 Penalty: 3212.399170
	Iteration 19Q: 3 clusters Score -2489434 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2489611.750000 Penalty: 3212.399170
	Iteration 20F: 3 clusters Score -2489612 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2489659.250000 Penalty: 3212.399170
	Iteration 21Q: 3 clusters Score -2489659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2489673.250000 Penalty: 3212.399170
	Iteration 22Q: 3 clusters Score -2489673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2489682.250000 Penalty: 3212.399170
	Iteration 23Q: 3 clusters Score -2489682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2489686.000000 Penalty: 3212.399170
	Iteration 24Q: 3 clusters Score -2489686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2489686.500000 Penalty: 3212.399170
	Iteration 25Q: 3 clusters Score -2489686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2489683.500000 Penalty: 3212.399170
	Iteration 26Q: 3 clusters Score -2489684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2489685.250000 Penalty: 3212.399170
	Iteration 27Q: 3 clusters Score -2489685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2489685.250000 Penalty: 3212.399170
	Iteration 28F: 3 clusters Score -2489685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 139851 members 
Mstep: Class 3 contains 10618 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 103016 members 
Mstep: Class 6 contains 10144 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 38433 members 
Mstep: Class 10 contains 786 members 
Mstep: Class 11 contains 112310 members 
Mstep: Class 12 contains 120915 members 
Mstep: Class 13 contains 52464 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 11931 members 
Mstep: Class 18 contains 27617 members 
Mstep: Class 19 contains 25263 members 
Mstep: Class 20 contains 67743 members 
Mstep: Class 21 contains 6953 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 20013 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 18834 members 
Entering Unmasked Estep 
Score: -108827936.000000 Penalty: 60078.925781
Splitting cluster 10 changes total score from -108817576.000000 to -108827936.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (112310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112310 members 
Entering Unmasked Estep 
Score: -14118793.000000 Penalty: 1889.715454
	Iteration 0F: 2 clusters Score -1.411879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -14044894.000000 Penalty: 3779.430908
	Iteration 0F: 3 clusters Score -1.404489e+07 nChanged 53713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -14076762.000000 Penalty: 3779.430908
	Iteration 1F: 3 clusters Score -1.407676e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -14078464.000000 Penalty: 3779.430908
	Iteration 2Q: 3 clusters Score -1.407846e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64012 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -14081386.000000 Penalty: 3779.430908
	Iteration 3F: 3 clusters Score -1.408139e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -14085969.000000 Penalty: 3779.430908
	Iteration 4F: 3 clusters Score -1.408597e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -14092201.000000 Penalty: 3779.430908
	Iteration 5F: 3 clusters Score -1.40922e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -14099266.000000 Penalty: 3779.430908
	Iteration 6F: 3 clusters Score -1.409927e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84656 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -14105882.000000 Penalty: 3779.430908
	Iteration 7F: 3 clusters Score -1.410588e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -14110310.000000 Penalty: 3779.430908
	Iteration 8Q: 3 clusters Score -1.411031e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -14112527.000000 Penalty: 3779.430908
	Iteration 9Q: 3 clusters Score -1.411253e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93335 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -14113931.000000 Penalty: 3779.430908
	Iteration 10Q: 3 clusters Score -1.411393e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95337 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -14114883.000000 Penalty: 3779.430908
	Iteration 11Q: 3 clusters Score -1.411488e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97120 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -14115678.000000 Penalty: 3779.430908
	Iteration 12Q: 3 clusters Score -1.411568e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98678 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -14116190.000000 Penalty: 3779.430908
	Iteration 13Q: 3 clusters Score -1.411619e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100043 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -14116533.000000 Penalty: 3779.430908
	Iteration 14Q: 3 clusters Score -1.411653e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -14116836.000000 Penalty: 3779.430908
	Iteration 15Q: 3 clusters Score -1.411684e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102322 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -14117106.000000 Penalty: 3779.430908
	Iteration 16Q: 3 clusters Score -1.411711e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103235 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -14117345.000000 Penalty: 3779.430908
	Iteration 17Q: 3 clusters Score -1.411734e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103997 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -14117444.000000 Penalty: 3779.430908
	Iteration 18Q: 3 clusters Score -1.411744e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104716 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -14117628.000000 Penalty: 3779.430908
	Iteration 19Q: 3 clusters Score -1.411763e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105357 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -14117767.000000 Penalty: 3779.430908
	Iteration 20F: 3 clusters Score -1.411777e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -14117810.000000 Penalty: 3779.430908
	Iteration 21Q: 3 clusters Score -1.411781e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106428 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -14117887.000000 Penalty: 3779.430908
	Iteration 22Q: 3 clusters Score -1.411789e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106834 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -14117912.000000 Penalty: 3779.430908
	Iteration 23Q: 3 clusters Score -1.411791e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107192 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -14117999.000000 Penalty: 3779.430908
	Iteration 24Q: 3 clusters Score -1.4118e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107528 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -14118044.000000 Penalty: 3779.430908
	Iteration 25Q: 3 clusters Score -1.411804e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107810 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -14118113.000000 Penalty: 3779.430908
	Iteration 26Q: 3 clusters Score -1.411811e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108046 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -14118166.000000 Penalty: 3779.430908
	Iteration 27Q: 3 clusters Score -1.411817e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108261 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -14118193.000000 Penalty: 3779.430908
	Iteration 28Q: 3 clusters Score -1.411819e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108458 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -14118192.000000 Penalty: 3779.430908
	Iteration 29Q: 3 clusters Score -1.411819e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -14118256.000000 Penalty: 3779.430908
	Iteration 30Q: 3 clusters Score -1.411826e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108815 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -14118285.000000 Penalty: 3779.430908
	Iteration 31Q: 3 clusters Score -1.411828e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108960 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -14118283.000000 Penalty: 3779.430908
	Iteration 32Q: 3 clusters Score -1.411828e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -14118293.000000 Penalty: 3779.430908
	Iteration 33Q: 3 clusters Score -1.411829e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109186 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -14118314.000000 Penalty: 3779.430908
	Iteration 34Q: 3 clusters Score -1.411831e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109278 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -14118364.000000 Penalty: 3779.430908
	Iteration 35Q: 3 clusters Score -1.411836e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109345 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -14118377.000000 Penalty: 3779.430908
	Iteration 36Q: 3 clusters Score -1.411838e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109410 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -14118370.000000 Penalty: 3779.430908
	Iteration 37Q: 3 clusters Score -1.411837e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109475 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -14118353.000000 Penalty: 3779.430908
	Iteration 38Q: 3 clusters Score -1.411835e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109534 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -14118365.000000 Penalty: 3779.430908
	Iteration 39Q: 3 clusters Score -1.411836e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109590 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -14118339.000000 Penalty: 3779.430908
	Iteration 40F: 3 clusters Score -1.411834e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109643 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -14118358.000000 Penalty: 3779.430908
	Iteration 41Q: 3 clusters Score -1.411836e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109691 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -14118363.000000 Penalty: 3779.430908
	Iteration 42Q: 3 clusters Score -1.411836e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -14118358.000000 Penalty: 3779.430908
	Iteration 43Q: 3 clusters Score -1.411836e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109764 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -14118356.000000 Penalty: 3779.430908
	Iteration 44Q: 3 clusters Score -1.411836e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109789 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -14118356.000000 Penalty: 3779.430908
	Iteration 45Q: 3 clusters Score -1.411836e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109824 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -14118343.000000 Penalty: 3779.430908
	Iteration 46Q: 3 clusters Score -1.411834e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109857 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -14118346.000000 Penalty: 3779.430908
	Iteration 47Q: 3 clusters Score -1.411835e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109889 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -14118343.000000 Penalty: 3779.430908
	Iteration 48Q: 3 clusters Score -1.411834e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109920 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -14118346.000000 Penalty: 3779.430908
	Iteration 49Q: 3 clusters Score -1.411835e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -14118339.000000 Penalty: 3779.430908
	Iteration 50Q: 3 clusters Score -1.411834e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109965 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -14118335.000000 Penalty: 3779.430908
	Iteration 51Q: 3 clusters Score -1.411834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109982 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -14118349.000000 Penalty: 3779.430908
	Iteration 52Q: 3 clusters Score -1.411835e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109994 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -14118339.000000 Penalty: 3779.430908
	Iteration 53Q: 3 clusters Score -1.411834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110009 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -14118338.000000 Penalty: 3779.430908
	Iteration 54Q: 3 clusters Score -1.411834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110016 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -14118332.000000 Penalty: 3779.430908
	Iteration 55Q: 3 clusters Score -1.411833e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110024 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -14118340.000000 Penalty: 3779.430908
	Iteration 56Q: 3 clusters Score -1.411834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110034 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -14118343.000000 Penalty: 3779.430908
	Iteration 57Q: 3 clusters Score -1.411834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110049 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -14118341.000000 Penalty: 3779.430908
	Iteration 58Q: 3 clusters Score -1.411834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110061 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -14118335.000000 Penalty: 3779.430908
	Iteration 59Q: 3 clusters Score -1.411834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110068 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -14118333.000000 Penalty: 3779.430908
	Iteration 60F: 3 clusters Score -1.411833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110073 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -14118332.000000 Penalty: 3779.430908
	Iteration 61Q: 3 clusters Score -1.411833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110074 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -14118332.000000 Penalty: 3779.430908
	Iteration 62Q: 3 clusters Score -1.411833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -14118327.000000 Penalty: 3779.430908
	Iteration 63Q: 3 clusters Score -1.411833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -14118320.000000 Penalty: 3779.430908
	Iteration 64Q: 3 clusters Score -1.411832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -14118320.000000 Penalty: 3779.430908
	Iteration 65Q: 3 clusters Score -1.411832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -14118332.000000 Penalty: 3779.430908
	Iteration 66Q: 3 clusters Score -1.411833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -14118332.000000 Penalty: 3779.430908
	Iteration 67F: 3 clusters Score -1.411833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (120915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120915 members 
Entering Unmasked Estep 
Score: -15462138.000000 Penalty: 1901.711914
	Iteration 0F: 2 clusters Score -1.546214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -15383757.000000 Penalty: 3803.423828
	Iteration 0F: 3 clusters Score -1.538376e+07 nChanged 58230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -15418135.000000 Penalty: 3803.423828
	Iteration 1F: 3 clusters Score -1.541814e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -15419019.000000 Penalty: 3803.423828
	Iteration 2Q: 3 clusters Score -1.541902e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -15420234.000000 Penalty: 3803.423828
	Iteration 3Q: 3 clusters Score -1.542023e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -15422023.000000 Penalty: 3803.423828
	Iteration 4Q: 3 clusters Score -1.542202e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
Score: -15424728.000000 Penalty: 3803.423828
	Iteration 5Q: 3 clusters Score -1.542473e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -15429038.000000 Penalty: 3803.423828
	Iteration 6F: 3 clusters Score -1.542904e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -15434826.000000 Penalty: 3803.423828
	Iteration 7F: 3 clusters Score -1.543483e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -15441081.000000 Penalty: 3803.423828
	Iteration 8F: 3 clusters Score -1.544108e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -15445133.000000 Penalty: 3803.423828
	Iteration 9F: 3 clusters Score -1.544513e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 74428 members 
Entering Unmasked Estep 
Score: -15446825.000000 Penalty: 3803.423828
	Iteration 10Q: 3 clusters Score -1.544682e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -15447490.000000 Penalty: 3803.423828
	Iteration 11Q: 3 clusters Score -1.544749e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 73347 members 
Entering Unmasked Estep 
Score: -15448035.000000 Penalty: 3803.423828
	Iteration 12Q: 3 clusters Score -1.544804e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -15448468.000000 Penalty: 3803.423828
	Iteration 13Q: 3 clusters Score -1.544847e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -15449008.000000 Penalty: 3803.423828
	Iteration 14Q: 3 clusters Score -1.544901e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 71540 members 
Entering Unmasked Estep 
Score: -15449395.000000 Penalty: 3803.423828
	Iteration 15Q: 3 clusters Score -1.54494e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -15449774.000000 Penalty: 3803.423828
	Iteration 16Q: 3 clusters Score -1.544977e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -15450175.000000 Penalty: 3803.423828
	Iteration 17Q: 3 clusters Score -1.545018e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -15450567.000000 Penalty: 3803.423828
	Iteration 18Q: 3 clusters Score -1.545057e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 68799 members 
Entering Unmasked Estep 
Score: -15450909.000000 Penalty: 3803.423828
	Iteration 19Q: 3 clusters Score -1.545091e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -15451219.000000 Penalty: 3803.423828
	Iteration 20F: 3 clusters Score -1.545122e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 67226 members 
Entering Unmasked Estep 
Score: -15451486.000000 Penalty: 3803.423828
	Iteration 21Q: 3 clusters Score -1.545149e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -15451756.000000 Penalty: 3803.423828
	Iteration 22Q: 3 clusters Score -1.545176e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -15451945.000000 Penalty: 3803.423828
	Iteration 23Q: 3 clusters Score -1.545194e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 64821 members 
Entering Unmasked Estep 
Score: -15452234.000000 Penalty: 3803.423828
	Iteration 24Q: 3 clusters Score -1.545223e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -15452470.000000 Penalty: 3803.423828
	Iteration 25Q: 3 clusters Score -1.545247e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -15452704.000000 Penalty: 3803.423828
	Iteration 26Q: 3 clusters Score -1.54527e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -15452813.000000 Penalty: 3803.423828
	Iteration 27Q: 3 clusters Score -1.545281e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -15453070.000000 Penalty: 3803.423828
	Iteration 28Q: 3 clusters Score -1.545307e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -15453146.000000 Penalty: 3803.423828
	Iteration 29Q: 3 clusters Score -1.545315e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -15453444.000000 Penalty: 3803.423828
	Iteration 30Q: 3 clusters Score -1.545344e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -15453605.000000 Penalty: 3803.423828
	Iteration 31Q: 3 clusters Score -1.54536e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -15453755.000000 Penalty: 3803.423828
	Iteration 32Q: 3 clusters Score -1.545376e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -15453947.000000 Penalty: 3803.423828
	Iteration 33Q: 3 clusters Score -1.545395e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -15454086.000000 Penalty: 3803.423828
	Iteration 34Q: 3 clusters Score -1.545409e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -15454192.000000 Penalty: 3803.423828
	Iteration 35Q: 3 clusters Score -1.545419e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66260 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -15454326.000000 Penalty: 3803.423828
	Iteration 36Q: 3 clusters Score -1.545433e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -15454446.000000 Penalty: 3803.423828
	Iteration 37Q: 3 clusters Score -1.545445e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -15454513.000000 Penalty: 3803.423828
	Iteration 38Q: 3 clusters Score -1.545451e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -15454628.000000 Penalty: 3803.423828
	Iteration 39Q: 3 clusters Score -1.545463e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -15454715.000000 Penalty: 3803.423828
	Iteration 40F: 3 clusters Score -1.545472e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -15454750.000000 Penalty: 3803.423828
	Iteration 41Q: 3 clusters Score -1.545475e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69912 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -15454769.000000 Penalty: 3803.423828
	Iteration 42Q: 3 clusters Score -1.545477e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70292 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -15454808.000000 Penalty: 3803.423828
	Iteration 43Q: 3 clusters Score -1.545481e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70642 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -15454890.000000 Penalty: 3803.423828
	Iteration 44Q: 3 clusters Score -1.545489e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -15454964.000000 Penalty: 3803.423828
	Iteration 45Q: 3 clusters Score -1.545496e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -15454970.000000 Penalty: 3803.423828
	Iteration 46Q: 3 clusters Score -1.545497e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -15454943.000000 Penalty: 3803.423828
	Iteration 47Q: 3 clusters Score -1.545494e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71498 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -15454921.000000 Penalty: 3803.423828
	Iteration 48Q: 3 clusters Score -1.545492e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71585 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -15454894.000000 Penalty: 3803.423828
	Iteration 49Q: 3 clusters Score -1.545489e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71630 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -15454975.000000 Penalty: 3803.423828
	Iteration 50Q: 3 clusters Score -1.545498e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71640 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -15454968.000000 Penalty: 3803.423828
	Iteration 51Q: 3 clusters Score -1.545497e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71627 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -15454913.000000 Penalty: 3803.423828
	Iteration 52Q: 3 clusters Score -1.545491e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -15454903.000000 Penalty: 3803.423828
	Iteration 53Q: 3 clusters Score -1.54549e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -15454912.000000 Penalty: 3803.423828
	Iteration 54Q: 3 clusters Score -1.545491e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -15454907.000000 Penalty: 3803.423828
	Iteration 55Q: 3 clusters Score -1.545491e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71286 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -15454908.000000 Penalty: 3803.423828
	Iteration 56Q: 3 clusters Score -1.545491e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -15454910.000000 Penalty: 3803.423828
	Iteration 57Q: 3 clusters Score -1.545491e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -15454918.000000 Penalty: 3803.423828
	Iteration 58Q: 3 clusters Score -1.545492e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -15454922.000000 Penalty: 3803.423828
	Iteration 59Q: 3 clusters Score -1.545492e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70652 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -15454977.000000 Penalty: 3803.423828
	Iteration 60F: 3 clusters Score -1.545498e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70442 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -15454990.000000 Penalty: 3803.423828
	Iteration 61Q: 3 clusters Score -1.545499e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -15455040.000000 Penalty: 3803.423828
	Iteration 62Q: 3 clusters Score -1.545504e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -15455079.000000 Penalty: 3803.423828
	Iteration 63Q: 3 clusters Score -1.545508e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -15455120.000000 Penalty: 3803.423828
	Iteration 64Q: 3 clusters Score -1.545512e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -15455130.000000 Penalty: 3803.423828
	Iteration 65Q: 3 clusters Score -1.545513e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -15455124.000000 Penalty: 3803.423828
	Iteration 66Q: 3 clusters Score -1.545512e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -15455172.000000 Penalty: 3803.423828
	Iteration 67Q: 3 clusters Score -1.545517e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -15455200.000000 Penalty: 3803.423828
	Iteration 68Q: 3 clusters Score -1.54552e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68532 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -15455264.000000 Penalty: 3803.423828
	Iteration 69Q: 3 clusters Score -1.545526e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -15455290.000000 Penalty: 3803.423828
	Iteration 70Q: 3 clusters Score -1.545529e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67904 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -15455316.000000 Penalty: 3803.423828
	Iteration 71Q: 3 clusters Score -1.545532e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -15455323.000000 Penalty: 3803.423828
	Iteration 72Q: 3 clusters Score -1.545532e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67331 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -15455323.000000 Penalty: 3803.423828
	Iteration 73Q: 3 clusters Score -1.545532e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67065 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -15455345.000000 Penalty: 3803.423828
	Iteration 74Q: 3 clusters Score -1.545534e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66796 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -15455326.000000 Penalty: 3803.423828
	Iteration 75Q: 3 clusters Score -1.545533e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -15455332.000000 Penalty: 3803.423828
	Iteration 76Q: 3 clusters Score -1.545533e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -15455391.000000 Penalty: 3803.423828
	Iteration 77Q: 3 clusters Score -1.545539e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -15455443.000000 Penalty: 3803.423828
	Iteration 78Q: 3 clusters Score -1.545544e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -15455467.000000 Penalty: 3803.423828
	Iteration 79Q: 3 clusters Score -1.545547e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -15455529.000000 Penalty: 3803.423828
	Iteration 80F: 3 clusters Score -1.545553e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65008 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -15455569.000000 Penalty: 3803.423828
	Iteration 81Q: 3 clusters Score -1.545557e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64666 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -15455604.000000 Penalty: 3803.423828
	Iteration 82Q: 3 clusters Score -1.54556e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -15455637.000000 Penalty: 3803.423828
	Iteration 83Q: 3 clusters Score -1.545564e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -15455721.000000 Penalty: 3803.423828
	Iteration 84Q: 3 clusters Score -1.545572e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -15455777.000000 Penalty: 3803.423828
	Iteration 85Q: 3 clusters Score -1.545578e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -15455829.000000 Penalty: 3803.423828
	Iteration 86Q: 3 clusters Score -1.545583e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 58179 members 
Entering Unmasked Estep 
Score: -15455944.000000 Penalty: 3803.423828
	Iteration 87Q: 3 clusters Score -1.545594e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62355 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
Score: -15455950.000000 Penalty: 3803.423828
	Iteration 88Q: 3 clusters Score -1.545595e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -15455962.000000 Penalty: 3803.423828
	Iteration 89Q: 3 clusters Score -1.545596e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -15456005.000000 Penalty: 3803.423828
	Iteration 90Q: 3 clusters Score -1.5456e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -15456062.000000 Penalty: 3803.423828
	Iteration 91Q: 3 clusters Score -1.545606e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61148 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -15456056.000000 Penalty: 3803.423828
	Iteration 92Q: 3 clusters Score -1.545606e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 59998 members 
Entering Unmasked Estep 
Score: -15456075.000000 Penalty: 3803.423828
	Iteration 93Q: 3 clusters Score -1.545608e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -15456046.000000 Penalty: 3803.423828
	Iteration 94Q: 3 clusters Score -1.545605e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -15456096.000000 Penalty: 3803.423828
	Iteration 95Q: 3 clusters Score -1.54561e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 60676 members 
Entering Unmasked Estep 
Score: -15456083.000000 Penalty: 3803.423828
	Iteration 96Q: 3 clusters Score -1.545608e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -15456112.000000 Penalty: 3803.423828
	Iteration 97Q: 3 clusters Score -1.545611e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -15456099.000000 Penalty: 3803.423828
	Iteration 98Q: 3 clusters Score -1.54561e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 61201 members 
Entering Unmasked Estep 
Score: -15456108.000000 Penalty: 3803.423828
	Iteration 99Q: 3 clusters Score -1.545611e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -15456148.000000 Penalty: 3803.423828
	Iteration 100F: 3 clusters Score -1.545615e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -15456162.000000 Penalty: 3803.423828
	Iteration 101Q: 3 clusters Score -1.545616e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -15456193.000000 Penalty: 3803.423828
	Iteration 102Q: 3 clusters Score -1.545619e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -15456178.000000 Penalty: 3803.423828
	Iteration 103Q: 3 clusters Score -1.545618e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 61843 members 
Entering Unmasked Estep 
Score: -15456152.000000 Penalty: 3803.423828
	Iteration 104Q: 3 clusters Score -1.545615e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -15456171.000000 Penalty: 3803.423828
	Iteration 105Q: 3 clusters Score -1.545617e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 62030 members 
Entering Unmasked Estep 
Score: -15456193.000000 Penalty: 3803.423828
	Iteration 106Q: 3 clusters Score -1.545619e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -15456152.000000 Penalty: 3803.423828
	Iteration 107Q: 3 clusters Score -1.545615e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -15456164.000000 Penalty: 3803.423828
	Iteration 108Q: 3 clusters Score -1.545616e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -15456124.000000 Penalty: 3803.423828
	Iteration 109Q: 3 clusters Score -1.545612e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 62443 members 
Entering Unmasked Estep 
Score: -15456177.000000 Penalty: 3803.423828
	Iteration 110Q: 3 clusters Score -1.545618e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -15456191.000000 Penalty: 3803.423828
	Iteration 111Q: 3 clusters Score -1.545619e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -15456186.000000 Penalty: 3803.423828
	Iteration 112Q: 3 clusters Score -1.545619e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -15456201.000000 Penalty: 3803.423828
	Iteration 113Q: 3 clusters Score -1.54562e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 62829 members 
Entering Unmasked Estep 
Score: -15456216.000000 Penalty: 3803.423828
	Iteration 114Q: 3 clusters Score -1.545622e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
Score: -15456198.000000 Penalty: 3803.423828
	Iteration 115Q: 3 clusters Score -1.54562e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -15456188.000000 Penalty: 3803.423828
	Iteration 116Q: 3 clusters Score -1.545619e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -15456204.000000 Penalty: 3803.423828
	Iteration 117Q: 3 clusters Score -1.54562e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -15456198.000000 Penalty: 3803.423828
	Iteration 118Q: 3 clusters Score -1.54562e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -15456203.000000 Penalty: 3803.423828
	Iteration 119Q: 3 clusters Score -1.54562e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -15456227.000000 Penalty: 3803.423828
	Iteration 120F: 3 clusters Score -1.545623e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -15456233.000000 Penalty: 3803.423828
	Iteration 121Q: 3 clusters Score -1.545623e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 63534 members 
Entering Unmasked Estep 
Score: -15456213.000000 Penalty: 3803.423828
	Iteration 122Q: 3 clusters Score -1.545621e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -15456207.000000 Penalty: 3803.423828
	Iteration 123Q: 3 clusters Score -1.545621e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 63674 members 
Entering Unmasked Estep 
Score: -15456223.000000 Penalty: 3803.423828
	Iteration 124Q: 3 clusters Score -1.545622e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -15456238.000000 Penalty: 3803.423828
	Iteration 125Q: 3 clusters Score -1.545624e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 63800 members 
Entering Unmasked Estep 
Score: -15456243.000000 Penalty: 3803.423828
	Iteration 126Q: 3 clusters Score -1.545624e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 63849 members 
Entering Unmasked Estep 
Score: -15456233.000000 Penalty: 3803.423828
	Iteration 127Q: 3 clusters Score -1.545623e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -15456235.000000 Penalty: 3803.423828
	Iteration 128Q: 3 clusters Score -1.545624e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -15456223.000000 Penalty: 3803.423828
	Iteration 129Q: 3 clusters Score -1.545622e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -15456203.000000 Penalty: 3803.423828
	Iteration 130Q: 3 clusters Score -1.54562e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 64080 members 
Entering Unmasked Estep 
Score: -15456194.000000 Penalty: 3803.423828
	Iteration 131Q: 3 clusters Score -1.545619e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -15456193.000000 Penalty: 3803.423828
	Iteration 132Q: 3 clusters Score -1.545619e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -15456197.000000 Penalty: 3803.423828
	Iteration 133Q: 3 clusters Score -1.54562e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 64269 members 
Entering Unmasked Estep 
Score: -15456180.000000 Penalty: 3803.423828
	Iteration 134Q: 3 clusters Score -1.545618e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -15456175.000000 Penalty: 3803.423828
	Iteration 135Q: 3 clusters Score -1.545618e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -15456182.000000 Penalty: 3803.423828
	Iteration 136Q: 3 clusters Score -1.545618e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -15456200.000000 Penalty: 3803.423828
	Iteration 137Q: 3 clusters Score -1.54562e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 64543 members 
Entering Unmasked Estep 
Score: -15456204.000000 Penalty: 3803.423828
	Iteration 138Q: 3 clusters Score -1.54562e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -15456191.000000 Penalty: 3803.423828
	Iteration 139Q: 3 clusters Score -1.545619e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -15456202.000000 Penalty: 3803.423828
	Iteration 140F: 3 clusters Score -1.54562e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -15456223.000000 Penalty: 3803.423828
	Iteration 141Q: 3 clusters Score -1.545622e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 64721 members 
Entering Unmasked Estep 
Score: -15456229.000000 Penalty: 3803.423828
	Iteration 142Q: 3 clusters Score -1.545623e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -15456227.000000 Penalty: 3803.423828
	Iteration 143Q: 3 clusters Score -1.545623e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -15456231.000000 Penalty: 3803.423828
	Iteration 144Q: 3 clusters Score -1.545623e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56107 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -15456215.000000 Penalty: 3803.423828
	Iteration 145Q: 3 clusters Score -1.545622e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -15456206.000000 Penalty: 3803.423828
	Iteration 146Q: 3 clusters Score -1.545621e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -15456218.000000 Penalty: 3803.423828
	Iteration 147Q: 3 clusters Score -1.545622e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 64957 members 
Entering Unmasked Estep 
Score: -15456239.000000 Penalty: 3803.423828
	Iteration 148Q: 3 clusters Score -1.545624e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -15456208.000000 Penalty: 3803.423828
	Iteration 149Q: 3 clusters Score -1.545621e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -15456207.000000 Penalty: 3803.423828
	Iteration 150Q: 3 clusters Score -1.545621e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -15456190.000000 Penalty: 3803.423828
	Iteration 151Q: 3 clusters Score -1.545619e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -15456187.000000 Penalty: 3803.423828
	Iteration 152Q: 3 clusters Score -1.545619e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -15456188.000000 Penalty: 3803.423828
	Iteration 153Q: 3 clusters Score -1.545619e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 65469 members 
Entering Unmasked Estep 
Score: -15456177.000000 Penalty: 3803.423828
	Iteration 154Q: 3 clusters Score -1.545618e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -15456142.000000 Penalty: 3803.423828
	Iteration 155Q: 3 clusters Score -1.545614e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -15456175.000000 Penalty: 3803.423828
	Iteration 156Q: 3 clusters Score -1.545618e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -15456200.000000 Penalty: 3803.423828
	Iteration 157Q: 3 clusters Score -1.54562e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -15456217.000000 Penalty: 3803.423828
	Iteration 158Q: 3 clusters Score -1.545622e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54956 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -15456211.000000 Penalty: 3803.423828
	Iteration 159Q: 3 clusters Score -1.545621e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -15456247.000000 Penalty: 3803.423828
	Iteration 160F: 3 clusters Score -1.545625e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -15456247.000000 Penalty: 3803.423828
	Iteration 161Q: 3 clusters Score -1.545625e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -15456227.000000 Penalty: 3803.423828
	Iteration 162Q: 3 clusters Score -1.545623e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -15456208.000000 Penalty: 3803.423828
	Iteration 163Q: 3 clusters Score -1.545621e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 66544 members 
Entering Unmasked Estep 
Score: -15456223.000000 Penalty: 3803.423828
	Iteration 164Q: 3 clusters Score -1.545622e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 66683 members 
Entering Unmasked Estep 
Score: -15456229.000000 Penalty: 3803.423828
	Iteration 165Q: 3 clusters Score -1.545623e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -15456221.000000 Penalty: 3803.423828
	Iteration 166Q: 3 clusters Score -1.545622e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54032 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -15456205.000000 Penalty: 3803.423828
	Iteration 167Q: 3 clusters Score -1.54562e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 66979 members 
Entering Unmasked Estep 
Score: -15456187.000000 Penalty: 3803.423828
	Iteration 168Q: 3 clusters Score -1.545619e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 67081 members 
Entering Unmasked Estep 
Score: -15456199.000000 Penalty: 3803.423828
	Iteration 169Q: 3 clusters Score -1.54562e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -15456224.000000 Penalty: 3803.423828
	Iteration 170Q: 3 clusters Score -1.545622e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -15456227.000000 Penalty: 3803.423828
	Iteration 171Q: 3 clusters Score -1.545623e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 67364 members 
Entering Unmasked Estep 
Score: -15456225.000000 Penalty: 3803.423828
	Iteration 172Q: 3 clusters Score -1.545622e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -15456216.000000 Penalty: 3803.423828
	Iteration 173Q: 3 clusters Score -1.545622e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 67566 members 
Entering Unmasked Estep 
Score: -15456264.000000 Penalty: 3803.423828
	Iteration 174Q: 3 clusters Score -1.545626e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -15456235.000000 Penalty: 3803.423828
	Iteration 175Q: 3 clusters Score -1.545624e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -15456225.000000 Penalty: 3803.423828
	Iteration 176Q: 3 clusters Score -1.545622e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -15456226.000000 Penalty: 3803.423828
	Iteration 177Q: 3 clusters Score -1.545623e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 67932 members 
Entering Unmasked Estep 
Score: -15456226.000000 Penalty: 3803.423828
	Iteration 178Q: 3 clusters Score -1.545623e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -15456235.000000 Penalty: 3803.423828
	Iteration 179Q: 3 clusters Score -1.545624e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -15456257.000000 Penalty: 3803.423828
	Iteration 180F: 3 clusters Score -1.545626e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -15456250.000000 Penalty: 3803.423828
	Iteration 181Q: 3 clusters Score -1.545625e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
Score: -15456265.000000 Penalty: 3803.423828
	Iteration 182Q: 3 clusters Score -1.545626e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -15456288.000000 Penalty: 3803.423828
	Iteration 183Q: 3 clusters Score -1.545629e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -15456296.000000 Penalty: 3803.423828
	Iteration 184Q: 3 clusters Score -1.54563e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -15456274.000000 Penalty: 3803.423828
	Iteration 185Q: 3 clusters Score -1.545627e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 68580 members 
Entering Unmasked Estep 
Score: -15456268.000000 Penalty: 3803.423828
	Iteration 186Q: 3 clusters Score -1.545627e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 68628 members 
Entering Unmasked Estep 
Score: -15456280.000000 Penalty: 3803.423828
	Iteration 187Q: 3 clusters Score -1.545628e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -15456277.000000 Penalty: 3803.423828
	Iteration 188Q: 3 clusters Score -1.545628e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -15456280.000000 Penalty: 3803.423828
	Iteration 189Q: 3 clusters Score -1.545628e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -15456264.000000 Penalty: 3803.423828
	Iteration 190Q: 3 clusters Score -1.545626e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -15456246.000000 Penalty: 3803.423828
	Iteration 191Q: 3 clusters Score -1.545625e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -15456244.000000 Penalty: 3803.423828
	Iteration 192Q: 3 clusters Score -1.545624e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -15456252.000000 Penalty: 3803.423828
	Iteration 193Q: 3 clusters Score -1.545625e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 68958 members 
Entering Unmasked Estep 
Score: -15456249.000000 Penalty: 3803.423828
	Iteration 194Q: 3 clusters Score -1.545625e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -15456245.000000 Penalty: 3803.423828
	Iteration 195Q: 3 clusters Score -1.545624e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -15456257.000000 Penalty: 3803.423828
	Iteration 196Q: 3 clusters Score -1.545626e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 69097 members 
Entering Unmasked Estep 
Score: -15456262.000000 Penalty: 3803.423828
	Iteration 197Q: 3 clusters Score -1.545626e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -15456297.000000 Penalty: 3803.423828
	Iteration 198Q: 3 clusters Score -1.54563e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -15456304.000000 Penalty: 3803.423828
	Iteration 199Q: 3 clusters Score -1.54563e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
Score: -15456290.000000 Penalty: 3803.423828
	Iteration 200F: 3 clusters Score -1.545629e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -15456293.000000 Penalty: 3803.423828
	Iteration 201Q: 3 clusters Score -1.545629e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
Score: -15456287.000000 Penalty: 3803.423828
	Iteration 202Q: 3 clusters Score -1.545629e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 69277 members 
Entering Unmasked Estep 
Score: -15456291.000000 Penalty: 3803.423828
	Iteration 203Q: 3 clusters Score -1.545629e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -15456282.000000 Penalty: 3803.423828
	Iteration 204Q: 3 clusters Score -1.545628e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -15456286.000000 Penalty: 3803.423828
	Iteration 205Q: 3 clusters Score -1.545629e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 69354 members 
Entering Unmasked Estep 
Score: -15456280.000000 Penalty: 3803.423828
	Iteration 206Q: 3 clusters Score -1.545628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -15456267.000000 Penalty: 3803.423828
	Iteration 207Q: 3 clusters Score -1.545627e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -15456266.000000 Penalty: 3803.423828
	Iteration 208Q: 3 clusters Score -1.545627e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -15456258.000000 Penalty: 3803.423828
	Iteration 209Q: 3 clusters Score -1.545626e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -15456270.000000 Penalty: 3803.423828
	Iteration 210Q: 3 clusters Score -1.545627e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 69502 members 
Entering Unmasked Estep 
Score: -15456264.000000 Penalty: 3803.423828
	Iteration 211Q: 3 clusters Score -1.545626e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -15456289.000000 Penalty: 3803.423828
	Iteration 212Q: 3 clusters Score -1.545629e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 69563 members 
Entering Unmasked Estep 
Score: -15456307.000000 Penalty: 3803.423828
	Iteration 213Q: 3 clusters Score -1.545631e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -15456309.000000 Penalty: 3803.423828
	Iteration 214Q: 3 clusters Score -1.545631e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -15456306.000000 Penalty: 3803.423828
	Iteration 215Q: 3 clusters Score -1.545631e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -15456300.000000 Penalty: 3803.423828
	Iteration 216Q: 3 clusters Score -1.54563e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 69724 members 
Entering Unmasked Estep 
Score: -15456306.000000 Penalty: 3803.423828
	Iteration 217Q: 3 clusters Score -1.545631e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -15456286.000000 Penalty: 3803.423828
	Iteration 218Q: 3 clusters Score -1.545629e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -15456295.000000 Penalty: 3803.423828
	Iteration 219Q: 3 clusters Score -1.54563e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 69868 members 
Entering Unmasked Estep 
Score: -15456298.000000 Penalty: 3803.423828
	Iteration 220F: 3 clusters Score -1.54563e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -15456295.000000 Penalty: 3803.423828
	Iteration 221Q: 3 clusters Score -1.54563e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -15456306.000000 Penalty: 3803.423828
	Iteration 222Q: 3 clusters Score -1.545631e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 70035 members 
Entering Unmasked Estep 
Score: -15456313.000000 Penalty: 3803.423828
	Iteration 223Q: 3 clusters Score -1.545631e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 70100 members 
Entering Unmasked Estep 
Score: -15456318.000000 Penalty: 3803.423828
	Iteration 224Q: 3 clusters Score -1.545632e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
Score: -15456329.000000 Penalty: 3803.423828
	Iteration 225Q: 3 clusters Score -1.545633e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 70231 members 
Entering Unmasked Estep 
Score: -15456323.000000 Penalty: 3803.423828
	Iteration 226Q: 3 clusters Score -1.545632e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 70303 members 
Entering Unmasked Estep 
Score: -15456348.000000 Penalty: 3803.423828
	Iteration 227Q: 3 clusters Score -1.545635e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -15456336.000000 Penalty: 3803.423828
	Iteration 228Q: 3 clusters Score -1.545634e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -15456357.000000 Penalty: 3803.423828
	Iteration 229Q: 3 clusters Score -1.545636e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -15456373.000000 Penalty: 3803.423828
	Iteration 230Q: 3 clusters Score -1.545637e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 70531 members 
Entering Unmasked Estep 
Score: -15456377.000000 Penalty: 3803.423828
	Iteration 231Q: 3 clusters Score -1.545638e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -15456372.000000 Penalty: 3803.423828
	Iteration 232Q: 3 clusters Score -1.545637e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 70628 members 
Entering Unmasked Estep 
Score: -15456355.000000 Penalty: 3803.423828
	Iteration 233Q: 3 clusters Score -1.545636e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 70674 members 
Entering Unmasked Estep 
Score: -15456349.000000 Penalty: 3803.423828
	Iteration 234Q: 3 clusters Score -1.545635e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -15456363.000000 Penalty: 3803.423828
	Iteration 235Q: 3 clusters Score -1.545636e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -15456381.000000 Penalty: 3803.423828
	Iteration 236Q: 3 clusters Score -1.545638e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 70810 members 
Entering Unmasked Estep 
Score: -15456378.000000 Penalty: 3803.423828
	Iteration 237Q: 3 clusters Score -1.545638e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -15456366.000000 Penalty: 3803.423828
	Iteration 238Q: 3 clusters Score -1.545637e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 70898 members 
Entering Unmasked Estep 
Score: -15456361.000000 Penalty: 3803.423828
	Iteration 239Q: 3 clusters Score -1.545636e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -15456375.000000 Penalty: 3803.423828
	Iteration 240F: 3 clusters Score -1.545638e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -15456376.000000 Penalty: 3803.423828
	Iteration 241Q: 3 clusters Score -1.545638e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -15456384.000000 Penalty: 3803.423828
	Iteration 242Q: 3 clusters Score -1.545638e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -15456360.000000 Penalty: 3803.423828
	Iteration 243Q: 3 clusters Score -1.545636e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -15456379.000000 Penalty: 3803.423828
	Iteration 244Q: 3 clusters Score -1.545638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -15456378.000000 Penalty: 3803.423828
	Iteration 245Q: 3 clusters Score -1.545638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 71145 members 
Entering Unmasked Estep 
Score: -15456372.000000 Penalty: 3803.423828
	Iteration 246Q: 3 clusters Score -1.545637e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 71172 members 
Entering Unmasked Estep 
Score: -15456375.000000 Penalty: 3803.423828
	Iteration 247Q: 3 clusters Score -1.545638e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -15456362.000000 Penalty: 3803.423828
	Iteration 248Q: 3 clusters Score -1.545636e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -15456360.000000 Penalty: 3803.423828
	Iteration 249Q: 3 clusters Score -1.545636e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49670 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -15456360.000000 Penalty: 3803.423828
	Iteration 250Q: 3 clusters Score -1.545636e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -15456369.000000 Penalty: 3803.423828
	Iteration 251Q: 3 clusters Score -1.545637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 71283 members 
Entering Unmasked Estep 
Score: -15456369.000000 Penalty: 3803.423828
	Iteration 252Q: 3 clusters Score -1.545637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -15456360.000000 Penalty: 3803.423828
	Iteration 253Q: 3 clusters Score -1.545636e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 71323 members 
Entering Unmasked Estep 
Score: -15456365.000000 Penalty: 3803.423828
	Iteration 254Q: 3 clusters Score -1.545636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 71338 members 
Entering Unmasked Estep 
Score: -15456370.000000 Penalty: 3803.423828
	Iteration 255Q: 3 clusters Score -1.545637e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -15456356.000000 Penalty: 3803.423828
	Iteration 256Q: 3 clusters Score -1.545636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -15456353.000000 Penalty: 3803.423828
	Iteration 257Q: 3 clusters Score -1.545635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -15456358.000000 Penalty: 3803.423828
	Iteration 258Q: 3 clusters Score -1.545636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -15456360.000000 Penalty: 3803.423828
	Iteration 259Q: 3 clusters Score -1.545636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -15456340.000000 Penalty: 3803.423828
	Iteration 260F: 3 clusters Score -1.545634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
Score: -15456337.000000 Penalty: 3803.423828
	Iteration 261Q: 3 clusters Score -1.545634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -15456344.000000 Penalty: 3803.423828
	Iteration 262Q: 3 clusters Score -1.545634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 71416 members 
Entering Unmasked Estep 
Score: -15456345.000000 Penalty: 3803.423828
	Iteration 263Q: 3 clusters Score -1.545634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -15456341.000000 Penalty: 3803.423828
	Iteration 264Q: 3 clusters Score -1.545634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 71428 members 
Entering Unmasked Estep 
Score: -15456345.000000 Penalty: 3803.423828
	Iteration 265Q: 3 clusters Score -1.545634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
Score: -15456346.000000 Penalty: 3803.423828
	Iteration 266Q: 3 clusters Score -1.545635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -15456352.000000 Penalty: 3803.423828
	Iteration 267Q: 3 clusters Score -1.545635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -15456346.000000 Penalty: 3803.423828
	Iteration 268Q: 3 clusters Score -1.545635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 71444 members 
Entering Unmasked Estep 
Score: -15456342.000000 Penalty: 3803.423828
	Iteration 269Q: 3 clusters Score -1.545634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -15456341.000000 Penalty: 3803.423828
	Iteration 270Q: 3 clusters Score -1.545634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -15456333.000000 Penalty: 3803.423828
	Iteration 271Q: 3 clusters Score -1.545633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -15456340.000000 Penalty: 3803.423828
	Iteration 272Q: 3 clusters Score -1.545634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 71456 members 
Entering Unmasked Estep 
Score: -15456337.000000 Penalty: 3803.423828
	Iteration 273Q: 3 clusters Score -1.545634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
Score: -15456337.000000 Penalty: 3803.423828
	Iteration 274Q: 3 clusters Score -1.545634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -15456336.000000 Penalty: 3803.423828
	Iteration 275Q: 3 clusters Score -1.545634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
Score: -15456332.000000 Penalty: 3803.423828
	Iteration 276Q: 3 clusters Score -1.545633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
Score: -15456332.000000 Penalty: 3803.423828
	Iteration 277F: 3 clusters Score -1.545633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Entering Unmasked Estep 
Score: -818654.000000 Penalty: 1441.779175
	Iteration 0F: 2 clusters Score -818654 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 3555 members 
Entering Unmasked Estep 
Score: -813414.687500 Penalty: 2883.558350
	Iteration 0F: 3 clusters Score -813414.7 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -815217.062500 Penalty: 2883.558350
	Iteration 1F: 3 clusters Score -815217.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -815615.312500 Penalty: 2883.558350
	Iteration 2F: 3 clusters Score -815615.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -815974.812500 Penalty: 2883.558350
	Iteration 3F: 3 clusters Score -815974.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -816353.312500 Penalty: 2883.558350
	Iteration 4F: 3 clusters Score -816353.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -816742.375000 Penalty: 2883.558350
	Iteration 5F: 3 clusters Score -816742.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -817138.812500 Penalty: 2883.558350
	Iteration 6F: 3 clusters Score -817138.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -817512.812500 Penalty: 2883.558350
	Iteration 7F: 3 clusters Score -817512.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -817776.375000 Penalty: 2883.558350
	Iteration 8Q: 3 clusters Score -817776.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -817934.312500 Penalty: 2883.558350
	Iteration 9Q: 3 clusters Score -817934.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -818028.562500 Penalty: 2883.558350
	Iteration 10Q: 3 clusters Score -818028.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -818081.250000 Penalty: 2883.558350
	Iteration 11Q: 3 clusters Score -818081.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -818117.062500 Penalty: 2883.558350
	Iteration 12Q: 3 clusters Score -818117.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -818143.000000 Penalty: 2883.558350
	Iteration 13Q: 3 clusters Score -818143 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -818166.312500 Penalty: 2883.558350
	Iteration 14Q: 3 clusters Score -818166.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -818184.750000 Penalty: 2883.558350
	Iteration 15Q: 3 clusters Score -818184.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -818197.625000 Penalty: 2883.558350
	Iteration 16Q: 3 clusters Score -818197.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -818209.000000 Penalty: 2883.558350
	Iteration 17Q: 3 clusters Score -818209 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -818218.125000 Penalty: 2883.558350
	Iteration 18Q: 3 clusters Score -818218.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -818225.250000 Penalty: 2883.558350
	Iteration 19Q: 3 clusters Score -818225.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -818232.562500 Penalty: 2883.558350
	Iteration 20F: 3 clusters Score -818232.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -818236.625000 Penalty: 2883.558350
	Iteration 21Q: 3 clusters Score -818236.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -818240.812500 Penalty: 2883.558350
	Iteration 22Q: 3 clusters Score -818240.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -818244.500000 Penalty: 2883.558350
	Iteration 23Q: 3 clusters Score -818244.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -818247.187500 Penalty: 2883.558350
	Iteration 24Q: 3 clusters Score -818247.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -818249.312500 Penalty: 2883.558350
	Iteration 25Q: 3 clusters Score -818249.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -818249.750000 Penalty: 2883.558350
	Iteration 26Q: 3 clusters Score -818249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -818249.750000 Penalty: 2883.558350
	Iteration 27Q: 3 clusters Score -818249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -818251.312500 Penalty: 2883.558350
	Iteration 28Q: 3 clusters Score -818251.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -818250.812500 Penalty: 2883.558350
	Iteration 29Q: 3 clusters Score -818250.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -818250.812500 Penalty: 2883.558350
	Iteration 30F: 3 clusters Score -818250.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Entering Unmasked Estep 
Score: -1180676.875000 Penalty: 1486.071411
	Iteration 0F: 2 clusters Score -1180677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1173949.875000 Penalty: 2972.142822
	Iteration 0F: 3 clusters Score -1173950 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1176066.625000 Penalty: 2972.142822
	Iteration 1F: 3 clusters Score -1176067 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1176394.375000 Penalty: 2972.142822
	Iteration 2F: 3 clusters Score -1176394 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1176690.875000 Penalty: 2972.142822
	Iteration 3F: 3 clusters Score -1176691 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1176979.250000 Penalty: 2972.142822
	Iteration 4F: 3 clusters Score -1176979 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1177337.125000 Penalty: 2972.142822
	Iteration 5F: 3 clusters Score -1177337 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1177744.250000 Penalty: 2972.142822
	Iteration 6F: 3 clusters Score -1177744 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1178158.250000 Penalty: 2972.142822
	Iteration 7F: 3 clusters Score -1178158 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1178478.875000 Penalty: 2972.142822
	Iteration 8F: 3 clusters Score -1178479 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1178682.750000 Penalty: 2972.142822
	Iteration 9Q: 3 clusters Score -1178683 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1178809.000000 Penalty: 2972.142822
	Iteration 10Q: 3 clusters Score -1178809 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1178884.125000 Penalty: 2972.142822
	Iteration 11Q: 3 clusters Score -1178884 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1178940.500000 Penalty: 2972.142822
	Iteration 12Q: 3 clusters Score -1178940 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1178979.500000 Penalty: 2972.142822
	Iteration 13Q: 3 clusters Score -1178980 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1179014.250000 Penalty: 2972.142822
	Iteration 14Q: 3 clusters Score -1179014 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1179036.875000 Penalty: 2972.142822
	Iteration 15Q: 3 clusters Score -1179037 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1179057.000000 Penalty: 2972.142822
	Iteration 16Q: 3 clusters Score -1179057 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1179080.000000 Penalty: 2972.142822
	Iteration 17Q: 3 clusters Score -1179080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1179103.000000 Penalty: 2972.142822
	Iteration 18Q: 3 clusters Score -1179103 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1179121.750000 Penalty: 2972.142822
	Iteration 19Q: 3 clusters Score -1179122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1179132.500000 Penalty: 2972.142822
	Iteration 20F: 3 clusters Score -1179132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1179142.875000 Penalty: 2972.142822
	Iteration 21Q: 3 clusters Score -1179143 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1179152.375000 Penalty: 2972.142822
	Iteration 22Q: 3 clusters Score -1179152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1179174.625000 Penalty: 2972.142822
	Iteration 23Q: 3 clusters Score -1179175 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1179187.125000 Penalty: 2972.142822
	Iteration 24Q: 3 clusters Score -1179187 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1179206.500000 Penalty: 2972.142822
	Iteration 25Q: 3 clusters Score -1179206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1179222.375000 Penalty: 2972.142822
	Iteration 26Q: 3 clusters Score -1179222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1179238.000000 Penalty: 2972.142822
	Iteration 27Q: 3 clusters Score -1179238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1179251.000000 Penalty: 2972.142822
	Iteration 28Q: 3 clusters Score -1179251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1179265.500000 Penalty: 2972.142822
	Iteration 29Q: 3 clusters Score -1179266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1179284.250000 Penalty: 2972.142822
	Iteration 30Q: 3 clusters Score -1179284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1179299.000000 Penalty: 2972.142822
	Iteration 31Q: 3 clusters Score -1179299 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1179319.125000 Penalty: 2972.142822
	Iteration 32Q: 3 clusters Score -1179319 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1179338.125000 Penalty: 2972.142822
	Iteration 33Q: 3 clusters Score -1179338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1179356.750000 Penalty: 2972.142822
	Iteration 34Q: 3 clusters Score -1179357 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1179383.000000 Penalty: 2972.142822
	Iteration 35Q: 3 clusters Score -1179383 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1179421.875000 Penalty: 2972.142822
	Iteration 36Q: 3 clusters Score -1179422 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1179460.625000 Penalty: 2972.142822
	Iteration 37Q: 3 clusters Score -1179461 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1179502.125000 Penalty: 2972.142822
	Iteration 38Q: 3 clusters Score -1179502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1179538.500000 Penalty: 2972.142822
	Iteration 39Q: 3 clusters Score -1179538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1179561.000000 Penalty: 2972.142822
	Iteration 40F: 3 clusters Score -1179561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1179585.250000 Penalty: 2972.142822
	Iteration 41Q: 3 clusters Score -1179585 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1179606.625000 Penalty: 2972.142822
	Iteration 42Q: 3 clusters Score -1179607 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1179623.625000 Penalty: 2972.142822
	Iteration 43Q: 3 clusters Score -1179624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1179635.625000 Penalty: 2972.142822
	Iteration 44Q: 3 clusters Score -1179636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1179643.375000 Penalty: 2972.142822
	Iteration 45Q: 3 clusters Score -1179643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1179651.500000 Penalty: 2972.142822
	Iteration 46Q: 3 clusters Score -1179652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1179656.375000 Penalty: 2972.142822
	Iteration 47Q: 3 clusters Score -1179656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1179663.250000 Penalty: 2972.142822
	Iteration 48Q: 3 clusters Score -1179663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1179666.125000 Penalty: 2972.142822
	Iteration 49Q: 3 clusters Score -1179666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1179674.875000 Penalty: 2972.142822
	Iteration 50Q: 3 clusters Score -1179675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1179682.625000 Penalty: 2972.142822
	Iteration 51Q: 3 clusters Score -1179683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1179684.000000 Penalty: 2972.142822
	Iteration 52Q: 3 clusters Score -1179684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1179687.375000 Penalty: 2972.142822
	Iteration 53Q: 3 clusters Score -1179687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1179691.375000 Penalty: 2972.142822
	Iteration 54Q: 3 clusters Score -1179691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1179698.000000 Penalty: 2972.142822
	Iteration 55Q: 3 clusters Score -1179698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1179702.250000 Penalty: 2972.142822
	Iteration 56Q: 3 clusters Score -1179702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1179706.250000 Penalty: 2972.142822
	Iteration 57Q: 3 clusters Score -1179706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1179707.625000 Penalty: 2972.142822
	Iteration 58Q: 3 clusters Score -1179708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1179712.500000 Penalty: 2972.142822
	Iteration 59Q: 3 clusters Score -1179712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1179717.250000 Penalty: 2972.142822
	Iteration 60F: 3 clusters Score -1179717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1179721.875000 Penalty: 2972.142822
	Iteration 61Q: 3 clusters Score -1179722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1179724.250000 Penalty: 2972.142822
	Iteration 62Q: 3 clusters Score -1179724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1179723.250000 Penalty: 2972.142822
	Iteration 63Q: 3 clusters Score -1179723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1179724.375000 Penalty: 2972.142822
	Iteration 64Q: 3 clusters Score -1179724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1179727.500000 Penalty: 2972.142822
	Iteration 65Q: 3 clusters Score -1179728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1179726.125000 Penalty: 2972.142822
	Iteration 66Q: 3 clusters Score -1179726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1179724.625000 Penalty: 2972.142822
	Iteration 67Q: 3 clusters Score -1179725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1179728.125000 Penalty: 2972.142822
	Iteration 68Q: 3 clusters Score -1179728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1179731.500000 Penalty: 2972.142822
	Iteration 69Q: 3 clusters Score -1179732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1179731.500000 Penalty: 2972.142822
	Iteration 70Q: 3 clusters Score -1179732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1179731.375000 Penalty: 2972.142822
	Iteration 71Q: 3 clusters Score -1179731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1179735.625000 Penalty: 2972.142822
	Iteration 72Q: 3 clusters Score -1179736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1179735.500000 Penalty: 2972.142822
	Iteration 73Q: 3 clusters Score -1179736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1179736.875000 Penalty: 2972.142822
	Iteration 74Q: 3 clusters Score -1179737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1179741.750000 Penalty: 2972.142822
	Iteration 75Q: 3 clusters Score -1179742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1179745.500000 Penalty: 2972.142822
	Iteration 76Q: 3 clusters Score -1179746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1179749.125000 Penalty: 2972.142822
	Iteration 77Q: 3 clusters Score -1179749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1179750.000000 Penalty: 2972.142822
	Iteration 78Q: 3 clusters Score -1179750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1179756.000000 Penalty: 2972.142822
	Iteration 79Q: 3 clusters Score -1179756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1179754.125000 Penalty: 2972.142822
	Iteration 80F: 3 clusters Score -1179754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1179757.125000 Penalty: 2972.142822
	Iteration 81Q: 3 clusters Score -1179757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1179758.250000 Penalty: 2972.142822
	Iteration 82Q: 3 clusters Score -1179758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1179761.000000 Penalty: 2972.142822
	Iteration 83Q: 3 clusters Score -1179761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1179762.625000 Penalty: 2972.142822
	Iteration 84Q: 3 clusters Score -1179763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1179762.125000 Penalty: 2972.142822
	Iteration 85Q: 3 clusters Score -1179762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1179763.875000 Penalty: 2972.142822
	Iteration 86Q: 3 clusters Score -1179764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1179764.875000 Penalty: 2972.142822
	Iteration 87Q: 3 clusters Score -1179765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1179764.750000 Penalty: 2972.142822
	Iteration 88Q: 3 clusters Score -1179765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1179766.375000 Penalty: 2972.142822
	Iteration 89Q: 3 clusters Score -1179766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1179767.500000 Penalty: 2972.142822
	Iteration 90Q: 3 clusters Score -1179768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1179768.125000 Penalty: 2972.142822
	Iteration 91Q: 3 clusters Score -1179768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1179769.250000 Penalty: 2972.142822
	Iteration 92Q: 3 clusters Score -1179769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1179771.125000 Penalty: 2972.142822
	Iteration 93Q: 3 clusters Score -1179771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1179771.000000 Penalty: 2972.142822
	Iteration 94Q: 3 clusters Score -1179771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1179773.375000 Penalty: 2972.142822
	Iteration 95Q: 3 clusters Score -1179773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1179771.625000 Penalty: 2972.142822
	Iteration 96Q: 3 clusters Score -1179772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1179773.875000 Penalty: 2972.142822
	Iteration 97Q: 3 clusters Score -1179774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1179776.000000 Penalty: 2972.142822
	Iteration 98Q: 3 clusters Score -1179776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1179775.250000 Penalty: 2972.142822
	Iteration 99Q: 3 clusters Score -1179775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1179774.375000 Penalty: 2972.142822
	Iteration 100F: 3 clusters Score -1179774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1179774.375000 Penalty: 2972.142822
	Iteration 101Q: 3 clusters Score -1179774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1179774.375000 Penalty: 2972.142822
	Iteration 102F: 3 clusters Score -1179774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Entering Unmasked Estep 
Score: -958237.000000 Penalty: 1448.430054
	Iteration 0F: 2 clusters Score -958237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -952767.812500 Penalty: 2896.860107
	Iteration 0F: 3 clusters Score -952767.8 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -954330.812500 Penalty: 2896.860107
	Iteration 1F: 3 clusters Score -954330.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -954522.875000 Penalty: 2896.860107
	Iteration 2F: 3 clusters Score -954522.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -954652.375000 Penalty: 2896.860107
	Iteration 3Q: 3 clusters Score -954652.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -954777.062500 Penalty: 2896.860107
	Iteration 4Q: 3 clusters Score -954777.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -954881.125000 Penalty: 2896.860107
	Iteration 5Q: 3 clusters Score -954881.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -954982.750000 Penalty: 2896.860107
	Iteration 6Q: 3 clusters Score -954982.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -955090.687500 Penalty: 2896.860107
	Iteration 7Q: 3 clusters Score -955090.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -955217.062500 Penalty: 2896.860107
	Iteration 8Q: 3 clusters Score -955217.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -955360.312500 Penalty: 2896.860107
	Iteration 9Q: 3 clusters Score -955360.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -955569.312500 Penalty: 2896.860107
	Iteration 10Q: 3 clusters Score -955569.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -955817.250000 Penalty: 2896.860107
	Iteration 11Q: 3 clusters Score -955817.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -956057.812500 Penalty: 2896.860107
	Iteration 12Q: 3 clusters Score -956057.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -956305.562500 Penalty: 2896.860107
	Iteration 13Q: 3 clusters Score -956305.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -956517.562500 Penalty: 2896.860107
	Iteration 14Q: 3 clusters Score -956517.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -956660.250000 Penalty: 2896.860107
	Iteration 15Q: 3 clusters Score -956660.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -956759.437500 Penalty: 2896.860107
	Iteration 16Q: 3 clusters Score -956759.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -956815.125000 Penalty: 2896.860107
	Iteration 17Q: 3 clusters Score -956815.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -956853.625000 Penalty: 2896.860107
	Iteration 18Q: 3 clusters Score -956853.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -956889.750000 Penalty: 2896.860107
	Iteration 19Q: 3 clusters Score -956889.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -956909.875000 Penalty: 2896.860107
	Iteration 20F: 3 clusters Score -956909.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -956933.687500 Penalty: 2896.860107
	Iteration 21Q: 3 clusters Score -956933.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -956954.500000 Penalty: 2896.860107
	Iteration 22Q: 3 clusters Score -956954.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -956972.250000 Penalty: 2896.860107
	Iteration 23Q: 3 clusters Score -956972.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -956981.437500 Penalty: 2896.860107
	Iteration 24Q: 3 clusters Score -956981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -956987.000000 Penalty: 2896.860107
	Iteration 25Q: 3 clusters Score -956987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -956992.187500 Penalty: 2896.860107
	Iteration 26Q: 3 clusters Score -956992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -956995.500000 Penalty: 2896.860107
	Iteration 27Q: 3 clusters Score -956995.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -956996.437500 Penalty: 2896.860107
	Iteration 28Q: 3 clusters Score -956996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -956997.562500 Penalty: 2896.860107
	Iteration 29Q: 3 clusters Score -956997.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -956997.562500 Penalty: 2896.860107
	Iteration 30F: 3 clusters Score -956997.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Entering Unmasked Estep 
Score: -1493841.500000 Penalty: 1525.370483
	Iteration 0F: 2 clusters Score -1493842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1485400.625000 Penalty: 3050.740967
	Iteration 0F: 3 clusters Score -1485401 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1488284.125000 Penalty: 3050.740967
	Iteration 1F: 3 clusters Score -1488284 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1488584.000000 Penalty: 3050.740967
	Iteration 2F: 3 clusters Score -1488584 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1488832.250000 Penalty: 3050.740967
	Iteration 3Q: 3 clusters Score -1488832 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1489041.750000 Penalty: 3050.740967
	Iteration 4Q: 3 clusters Score -1489042 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1489240.500000 Penalty: 3050.740967
	Iteration 5Q: 3 clusters Score -1489240 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1489431.750000 Penalty: 3050.740967
	Iteration 6Q: 3 clusters Score -1489432 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1489610.500000 Penalty: 3050.740967
	Iteration 7Q: 3 clusters Score -1489610 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1489780.625000 Penalty: 3050.740967
	Iteration 8Q: 3 clusters Score -1489781 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1489997.000000 Penalty: 3050.740967
	Iteration 9Q: 3 clusters Score -1489997 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1490203.125000 Penalty: 3050.740967
	Iteration 10Q: 3 clusters Score -1490203 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1490431.750000 Penalty: 3050.740967
	Iteration 11Q: 3 clusters Score -1490432 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1490649.625000 Penalty: 3050.740967
	Iteration 12Q: 3 clusters Score -1490650 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1490843.000000 Penalty: 3050.740967
	Iteration 13Q: 3 clusters Score -1490843 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1491027.750000 Penalty: 3050.740967
	Iteration 14Q: 3 clusters Score -1491028 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1491194.125000 Penalty: 3050.740967
	Iteration 15Q: 3 clusters Score -1491194 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1491342.500000 Penalty: 3050.740967
	Iteration 16Q: 3 clusters Score -1491342 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1491496.000000 Penalty: 3050.740967
	Iteration 17Q: 3 clusters Score -1491496 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1491613.000000 Penalty: 3050.740967
	Iteration 18Q: 3 clusters Score -1491613 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1491713.625000 Penalty: 3050.740967
	Iteration 19Q: 3 clusters Score -1491714 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1491787.625000 Penalty: 3050.740967
	Iteration 20F: 3 clusters Score -1491788 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1491859.875000 Penalty: 3050.740967
	Iteration 21Q: 3 clusters Score -1491860 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1491941.375000 Penalty: 3050.740967
	Iteration 22Q: 3 clusters Score -1491941 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1491999.625000 Penalty: 3050.740967
	Iteration 23Q: 3 clusters Score -1492000 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1492050.250000 Penalty: 3050.740967
	Iteration 24Q: 3 clusters Score -1492050 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1492099.750000 Penalty: 3050.740967
	Iteration 25Q: 3 clusters Score -1492100 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1492147.250000 Penalty: 3050.740967
	Iteration 26Q: 3 clusters Score -1492147 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1492180.375000 Penalty: 3050.740967
	Iteration 27Q: 3 clusters Score -1492180 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1492215.125000 Penalty: 3050.740967
	Iteration 28Q: 3 clusters Score -1492215 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1492242.750000 Penalty: 3050.740967
	Iteration 29Q: 3 clusters Score -1492243 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1492262.125000 Penalty: 3050.740967
	Iteration 30Q: 3 clusters Score -1492262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1492279.000000 Penalty: 3050.740967
	Iteration 31Q: 3 clusters Score -1492279 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1492299.500000 Penalty: 3050.740967
	Iteration 32Q: 3 clusters Score -1492300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1492311.250000 Penalty: 3050.740967
	Iteration 33Q: 3 clusters Score -1492311 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1492323.500000 Penalty: 3050.740967
	Iteration 34Q: 3 clusters Score -1492324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1492341.500000 Penalty: 3050.740967
	Iteration 35Q: 3 clusters Score -1492342 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1492361.375000 Penalty: 3050.740967
	Iteration 36Q: 3 clusters Score -1492361 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1492372.875000 Penalty: 3050.740967
	Iteration 37Q: 3 clusters Score -1492373 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1492386.750000 Penalty: 3050.740967
	Iteration 38Q: 3 clusters Score -1492387 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1492406.125000 Penalty: 3050.740967
	Iteration 39Q: 3 clusters Score -1492406 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1492425.250000 Penalty: 3050.740967
	Iteration 40F: 3 clusters Score -1492425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1492439.625000 Penalty: 3050.740967
	Iteration 41Q: 3 clusters Score -1492440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1492449.000000 Penalty: 3050.740967
	Iteration 42Q: 3 clusters Score -1492449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1492456.500000 Penalty: 3050.740967
	Iteration 43Q: 3 clusters Score -1492456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1492464.125000 Penalty: 3050.740967
	Iteration 44Q: 3 clusters Score -1492464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1492469.250000 Penalty: 3050.740967
	Iteration 45Q: 3 clusters Score -1492469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1492477.375000 Penalty: 3050.740967
	Iteration 46Q: 3 clusters Score -1492477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1492486.625000 Penalty: 3050.740967
	Iteration 47Q: 3 clusters Score -1492487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1492491.125000 Penalty: 3050.740967
	Iteration 48Q: 3 clusters Score -1492491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1492494.500000 Penalty: 3050.740967
	Iteration 49Q: 3 clusters Score -1492494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1492498.750000 Penalty: 3050.740967
	Iteration 50Q: 3 clusters Score -1492499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1492500.375000 Penalty: 3050.740967
	Iteration 51Q: 3 clusters Score -1492500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1492504.750000 Penalty: 3050.740967
	Iteration 52Q: 3 clusters Score -1492505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1492506.375000 Penalty: 3050.740967
	Iteration 53Q: 3 clusters Score -1492506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1492510.625000 Penalty: 3050.740967
	Iteration 54Q: 3 clusters Score -1492511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1492515.375000 Penalty: 3050.740967
	Iteration 55Q: 3 clusters Score -1492515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1492517.375000 Penalty: 3050.740967
	Iteration 56Q: 3 clusters Score -1492517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1492520.250000 Penalty: 3050.740967
	Iteration 57Q: 3 clusters Score -1492520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1492532.000000 Penalty: 3050.740967
	Iteration 58Q: 3 clusters Score -1492532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1492533.625000 Penalty: 3050.740967
	Iteration 59Q: 3 clusters Score -1492534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1492541.625000 Penalty: 3050.740967
	Iteration 60F: 3 clusters Score -1492542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1492542.875000 Penalty: 3050.740967
	Iteration 61Q: 3 clusters Score -1492543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1492549.125000 Penalty: 3050.740967
	Iteration 62Q: 3 clusters Score -1492549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1492547.625000 Penalty: 3050.740967
	Iteration 63Q: 3 clusters Score -1492548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1492548.375000 Penalty: 3050.740967
	Iteration 64Q: 3 clusters Score -1492548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1492552.500000 Penalty: 3050.740967
	Iteration 65Q: 3 clusters Score -1492552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1492550.250000 Penalty: 3050.740967
	Iteration 66Q: 3 clusters Score -1492550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1492551.375000 Penalty: 3050.740967
	Iteration 67Q: 3 clusters Score -1492551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1492556.000000 Penalty: 3050.740967
	Iteration 68Q: 3 clusters Score -1492556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1492560.500000 Penalty: 3050.740967
	Iteration 69Q: 3 clusters Score -1492560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1492562.125000 Penalty: 3050.740967
	Iteration 70Q: 3 clusters Score -1492562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1492564.875000 Penalty: 3050.740967
	Iteration 71Q: 3 clusters Score -1492565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1492568.375000 Penalty: 3050.740967
	Iteration 72Q: 3 clusters Score -1492568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1492568.125000 Penalty: 3050.740967
	Iteration 73Q: 3 clusters Score -1492568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1492566.000000 Penalty: 3050.740967
	Iteration 74Q: 3 clusters Score -1492566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1492567.625000 Penalty: 3050.740967
	Iteration 75Q: 3 clusters Score -1492568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1492568.125000 Penalty: 3050.740967
	Iteration 76Q: 3 clusters Score -1492568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1492568.375000 Penalty: 3050.740967
	Iteration 77Q: 3 clusters Score -1492568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1492567.625000 Penalty: 3050.740967
	Iteration 78Q: 3 clusters Score -1492568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1492568.000000 Penalty: 3050.740967
	Iteration 79Q: 3 clusters Score -1492568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1492568.500000 Penalty: 3050.740967
	Iteration 80F: 3 clusters Score -1492568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Entering Unmasked Estep 
Score: -3452768.500000 Penalty: 1661.755371
	Iteration 0F: 2 clusters Score -3452768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3434024.750000 Penalty: 3323.510742
	Iteration 0F: 3 clusters Score -3434025 nChanged 12763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -3441421.750000 Penalty: 3323.510742
	Iteration 1F: 3 clusters Score -3441422 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3442144.750000 Penalty: 3323.510742
	Iteration 2F: 3 clusters Score -3442145 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3443179.250000 Penalty: 3323.510742
	Iteration 3F: 3 clusters Score -3443179 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3444406.750000 Penalty: 3323.510742
	Iteration 4F: 3 clusters Score -3444407 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -3445772.500000 Penalty: 3323.510742
	Iteration 5F: 3 clusters Score -3445772 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3447231.250000 Penalty: 3323.510742
	Iteration 6F: 3 clusters Score -3447231 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3448571.500000 Penalty: 3323.510742
	Iteration 7F: 3 clusters Score -3448572 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -3449732.000000 Penalty: 3323.510742
	Iteration 8F: 3 clusters Score -3449732 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -3450591.000000 Penalty: 3323.510742
	Iteration 9Q: 3 clusters Score -3450591 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -3451225.500000 Penalty: 3323.510742
	Iteration 10Q: 3 clusters Score -3451226 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3451720.250000 Penalty: 3323.510742
	Iteration 11Q: 3 clusters Score -3451720 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3452122.750000 Penalty: 3323.510742
	Iteration 12Q: 3 clusters Score -3452123 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -3452449.750000 Penalty: 3323.510742
	Iteration 13Q: 3 clusters Score -3452450 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3452696.000000 Penalty: 3323.510742
	Iteration 14Q: 3 clusters Score -3452696 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3452833.500000 Penalty: 3323.510742
	Iteration 15Q: 3 clusters Score -3452834 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3452930.000000 Penalty: 3323.510742
	Iteration 16Q: 3 clusters Score -3452930 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3452986.000000 Penalty: 3323.510742
	Iteration 17Q: 3 clusters Score -3452986 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -3453027.250000 Penalty: 3323.510742
	Iteration 18Q: 3 clusters Score -3453027 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3453059.000000 Penalty: 3323.510742
	Iteration 19Q: 3 clusters Score -3453059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3453076.500000 Penalty: 3323.510742
	Iteration 20F: 3 clusters Score -3453076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -3453096.750000 Penalty: 3323.510742
	Iteration 21Q: 3 clusters Score -3453097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3453111.750000 Penalty: 3323.510742
	Iteration 22Q: 3 clusters Score -3453112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3453113.500000 Penalty: 3323.510742
	Iteration 23Q: 3 clusters Score -3453114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3453117.750000 Penalty: 3323.510742
	Iteration 24Q: 3 clusters Score -3453118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3453134.000000 Penalty: 3323.510742
	Iteration 25Q: 3 clusters Score -3453134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -3453137.500000 Penalty: 3323.510742
	Iteration 26Q: 3 clusters Score -3453138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3453153.000000 Penalty: 3323.510742
	Iteration 27Q: 3 clusters Score -3453153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3453151.750000 Penalty: 3323.510742
	Iteration 28Q: 3 clusters Score -3453152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3453162.250000 Penalty: 3323.510742
	Iteration 29Q: 3 clusters Score -3453162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3453171.500000 Penalty: 3323.510742
	Iteration 30Q: 3 clusters Score -3453172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3453172.750000 Penalty: 3323.510742
	Iteration 31Q: 3 clusters Score -3453173 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -3453180.750000 Penalty: 3323.510742
	Iteration 32Q: 3 clusters Score -3453181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -3453183.750000 Penalty: 3323.510742
	Iteration 33Q: 3 clusters Score -3453184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -3453196.750000 Penalty: 3323.510742
	Iteration 34Q: 3 clusters Score -3453197 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3453213.000000 Penalty: 3323.510742
	Iteration 35Q: 3 clusters Score -3453213 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3453224.250000 Penalty: 3323.510742
	Iteration 36Q: 3 clusters Score -3453224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -3453240.000000 Penalty: 3323.510742
	Iteration 37Q: 3 clusters Score -3453240 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3453262.250000 Penalty: 3323.510742
	Iteration 38Q: 3 clusters Score -3453262 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3453305.500000 Penalty: 3323.510742
	Iteration 39Q: 3 clusters Score -3453306 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3453440.250000 Penalty: 3323.510742
	Iteration 40F: 3 clusters Score -3453440 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3453802.000000 Penalty: 3323.510742
	Iteration 41Q: 3 clusters Score -3453802 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -3454826.250000 Penalty: 3323.510742
	Iteration 42Q: 3 clusters Score -3454826 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3456466.250000 Penalty: 3323.510742
	Iteration 43Q: 3 clusters Score -3456466 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -3457278.750000 Penalty: 3323.510742
	Iteration 44Q: 3 clusters Score -3457279 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3457584.500000 Penalty: 3323.510742
	Iteration 45Q: 3 clusters Score -3457584 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -3457776.000000 Penalty: 3323.510742
	Iteration 46Q: 3 clusters Score -3457776 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3457940.500000 Penalty: 3323.510742
	Iteration 47Q: 3 clusters Score -3457940 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3458088.000000 Penalty: 3323.510742
	Iteration 48Q: 3 clusters Score -3458088 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -3458240.000000 Penalty: 3323.510742
	Iteration 49Q: 3 clusters Score -3458240 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3458349.000000 Penalty: 3323.510742
	Iteration 50Q: 3 clusters Score -3458349 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -3458473.000000 Penalty: 3323.510742
	Iteration 51Q: 3 clusters Score -3458473 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -3458544.250000 Penalty: 3323.510742
	Iteration 52Q: 3 clusters Score -3458544 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3458616.250000 Penalty: 3323.510742
	Iteration 53Q: 3 clusters Score -3458616 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3458668.000000 Penalty: 3323.510742
	Iteration 54Q: 3 clusters Score -3458668 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -3458703.000000 Penalty: 3323.510742
	Iteration 55Q: 3 clusters Score -3458703 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3458724.750000 Penalty: 3323.510742
	Iteration 56Q: 3 clusters Score -3458725 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3458749.000000 Penalty: 3323.510742
	Iteration 57Q: 3 clusters Score -3458749 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3458758.000000 Penalty: 3323.510742
	Iteration 58Q: 3 clusters Score -3458758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3458765.250000 Penalty: 3323.510742
	Iteration 59Q: 3 clusters Score -3458765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -3458763.500000 Penalty: 3323.510742
	Iteration 60F: 3 clusters Score -3458764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -3458764.500000 Penalty: 3323.510742
	Iteration 61Q: 3 clusters Score -3458764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3458773.000000 Penalty: 3323.510742
	Iteration 62Q: 3 clusters Score -3458773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3458773.250000 Penalty: 3323.510742
	Iteration 63Q: 3 clusters Score -3458773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -3458777.500000 Penalty: 3323.510742
	Iteration 64Q: 3 clusters Score -3458778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3458785.000000 Penalty: 3323.510742
	Iteration 65Q: 3 clusters Score -3458785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3458785.500000 Penalty: 3323.510742
	Iteration 66Q: 3 clusters Score -3458786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -3458788.250000 Penalty: 3323.510742
	Iteration 67Q: 3 clusters Score -3458788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3458783.500000 Penalty: 3323.510742
	Iteration 68Q: 3 clusters Score -3458784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -3458788.500000 Penalty: 3323.510742
	Iteration 69Q: 3 clusters Score -3458788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -3458788.750000 Penalty: 3323.510742
	Iteration 70Q: 3 clusters Score -3458789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3458789.750000 Penalty: 3323.510742
	Iteration 71Q: 3 clusters Score -3458790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3458789.250000 Penalty: 3323.510742
	Iteration 72Q: 3 clusters Score -3458789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -3458788.250000 Penalty: 3323.510742
	Iteration 73Q: 3 clusters Score -3458788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3458786.000000 Penalty: 3323.510742
	Iteration 74Q: 3 clusters Score -3458786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3458787.000000 Penalty: 3323.510742
	Iteration 75Q: 3 clusters Score -3458787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3458787.000000 Penalty: 3323.510742
	Iteration 76F: 3 clusters Score -3458787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 139851 members 
Mstep: Class 3 contains 10618 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 103016 members 
Mstep: Class 6 contains 10144 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 38433 members 
Mstep: Class 10 contains 786 members 
Mstep: Class 11 contains 112310 members 
Mstep: Class 12 contains 120915 members 
Mstep: Class 13 contains 52464 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 11931 members 
Mstep: Class 18 contains 6967 members 
Mstep: Class 19 contains 25263 members 
Mstep: Class 20 contains 67743 members 
Mstep: Class 21 contains 6953 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 20013 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 18834 members 
Mstep: Class 28 contains 20650 members 
Entering Unmasked Estep 
Score: -108833256.000000 Penalty: 62304.070312
Splitting cluster 18 changes total score from -108817576.000000 to -108833256.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (25263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Entering Unmasked Estep 
Score: -3158362.000000 Penalty: 1647.278198
	Iteration 0F: 2 clusters Score -3158362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3141308.250000 Penalty: 3294.556396
	Iteration 0F: 3 clusters Score -3141308 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3147982.250000 Penalty: 3294.556396
	Iteration 1F: 3 clusters Score -3147982 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3148577.000000 Penalty: 3294.556396
	Iteration 2F: 3 clusters Score -3148577 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -3149230.500000 Penalty: 3294.556396
	Iteration 3F: 3 clusters Score -3149230 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3149899.500000 Penalty: 3294.556396
	Iteration 4F: 3 clusters Score -3149900 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3150539.750000 Penalty: 3294.556396
	Iteration 5Q: 3 clusters Score -3150540 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3151188.250000 Penalty: 3294.556396
	Iteration 6Q: 3 clusters Score -3151188 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -3151830.500000 Penalty: 3294.556396
	Iteration 7Q: 3 clusters Score -3151830 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -3152382.250000 Penalty: 3294.556396
	Iteration 8Q: 3 clusters Score -3152382 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3152970.250000 Penalty: 3294.556396
	Iteration 9Q: 3 clusters Score -3152970 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -3153545.000000 Penalty: 3294.556396
	Iteration 10Q: 3 clusters Score -3153545 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3154089.000000 Penalty: 3294.556396
	Iteration 11Q: 3 clusters Score -3154089 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3154518.000000 Penalty: 3294.556396
	Iteration 12Q: 3 clusters Score -3154518 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -3154877.750000 Penalty: 3294.556396
	Iteration 13Q: 3 clusters Score -3154878 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -3155204.500000 Penalty: 3294.556396
	Iteration 14Q: 3 clusters Score -3155204 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -3155539.250000 Penalty: 3294.556396
	Iteration 15Q: 3 clusters Score -3155539 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3155862.500000 Penalty: 3294.556396
	Iteration 16Q: 3 clusters Score -3155862 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -3156169.500000 Penalty: 3294.556396
	Iteration 17Q: 3 clusters Score -3156170 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -3156473.250000 Penalty: 3294.556396
	Iteration 18Q: 3 clusters Score -3156473 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -3156769.750000 Penalty: 3294.556396
	Iteration 19Q: 3 clusters Score -3156770 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -3156995.000000 Penalty: 3294.556396
	Iteration 20F: 3 clusters Score -3156995 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3157134.250000 Penalty: 3294.556396
	Iteration 21Q: 3 clusters Score -3157134 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3157219.750000 Penalty: 3294.556396
	Iteration 22Q: 3 clusters Score -3157220 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3157274.500000 Penalty: 3294.556396
	Iteration 23Q: 3 clusters Score -3157274 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3157292.750000 Penalty: 3294.556396
	Iteration 24Q: 3 clusters Score -3157293 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3157325.250000 Penalty: 3294.556396
	Iteration 25Q: 3 clusters Score -3157325 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3157331.000000 Penalty: 3294.556396
	Iteration 26Q: 3 clusters Score -3157331 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3157338.250000 Penalty: 3294.556396
	Iteration 27Q: 3 clusters Score -3157338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -3157345.250000 Penalty: 3294.556396
	Iteration 28Q: 3 clusters Score -3157345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3157334.250000 Penalty: 3294.556396
	Iteration 29Q: 3 clusters Score -3157334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3157340.000000 Penalty: 3294.556396
	Iteration 30Q: 3 clusters Score -3157340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3157343.000000 Penalty: 3294.556396
	Iteration 31Q: 3 clusters Score -3157343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3157351.250000 Penalty: 3294.556396
	Iteration 32Q: 3 clusters Score -3157351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -3157349.750000 Penalty: 3294.556396
	Iteration 33Q: 3 clusters Score -3157350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3157353.500000 Penalty: 3294.556396
	Iteration 34Q: 3 clusters Score -3157354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3157360.250000 Penalty: 3294.556396
	Iteration 35Q: 3 clusters Score -3157360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -3157356.500000 Penalty: 3294.556396
	Iteration 36Q: 3 clusters Score -3157356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -3157356.250000 Penalty: 3294.556396
	Iteration 37Q: 3 clusters Score -3157356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -3157361.750000 Penalty: 3294.556396
	Iteration 38Q: 3 clusters Score -3157362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -3157364.000000 Penalty: 3294.556396
	Iteration 39Q: 3 clusters Score -3157364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3157364.500000 Penalty: 3294.556396
	Iteration 40F: 3 clusters Score -3157364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3157364.500000 Penalty: 3294.556396
	Iteration 41Q: 3 clusters Score -3157364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3157368.750000 Penalty: 3294.556396
	Iteration 42Q: 3 clusters Score -3157369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -3157368.500000 Penalty: 3294.556396
	Iteration 43Q: 3 clusters Score -3157368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3157373.500000 Penalty: 3294.556396
	Iteration 44Q: 3 clusters Score -3157374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -3157373.000000 Penalty: 3294.556396
	Iteration 45Q: 3 clusters Score -3157373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3157375.750000 Penalty: 3294.556396
	Iteration 46Q: 3 clusters Score -3157376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3157377.250000 Penalty: 3294.556396
	Iteration 47Q: 3 clusters Score -3157377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -3157372.000000 Penalty: 3294.556396
	Iteration 48Q: 3 clusters Score -3157372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3157377.500000 Penalty: 3294.556396
	Iteration 49Q: 3 clusters Score -3157378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -3157376.000000 Penalty: 3294.556396
	Iteration 50Q: 3 clusters Score -3157376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -3157376.000000 Penalty: 3294.556396
	Iteration 51F: 3 clusters Score -3157376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (67743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Entering Unmasked Estep 
Score: -8051111.500000 Penalty: 1807.564819
	Iteration 0F: 2 clusters Score -8051112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -8006051.000000 Penalty: 3615.129639
	Iteration 0F: 3 clusters Score -8006051 nChanged 31977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -8025133.000000 Penalty: 3615.129639
	Iteration 1F: 3 clusters Score -8025133 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -8026985.500000 Penalty: 3615.129639
	Iteration 2F: 3 clusters Score -8026986 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -8029550.500000 Penalty: 3615.129639
	Iteration 3F: 3 clusters Score -8029550 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -8033105.500000 Penalty: 3615.129639
	Iteration 4F: 3 clusters Score -8033106 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -8037275.500000 Penalty: 3615.129639
	Iteration 5F: 3 clusters Score -8037276 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -8041297.500000 Penalty: 3615.129639
	Iteration 6F: 3 clusters Score -8041298 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -8044277.500000 Penalty: 3615.129639
	Iteration 7F: 3 clusters Score -8044278 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -8046078.500000 Penalty: 3615.129639
	Iteration 8Q: 3 clusters Score -8046078 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -8047136.500000 Penalty: 3615.129639
	Iteration 9Q: 3 clusters Score -8047136 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -8047874.000000 Penalty: 3615.129639
	Iteration 10Q: 3 clusters Score -8047874 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -8048406.500000 Penalty: 3615.129639
	Iteration 11Q: 3 clusters Score -8048406 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -8048833.000000 Penalty: 3615.129639
	Iteration 12Q: 3 clusters Score -8048833 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -8049145.500000 Penalty: 3615.129639
	Iteration 13Q: 3 clusters Score -8049146 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -8049383.500000 Penalty: 3615.129639
	Iteration 14Q: 3 clusters Score -8049384 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -8049651.500000 Penalty: 3615.129639
	Iteration 15Q: 3 clusters Score -8049652 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60316 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -8049839.000000 Penalty: 3615.129639
	Iteration 16Q: 3 clusters Score -8049839 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -8050014.000000 Penalty: 3615.129639
	Iteration 17Q: 3 clusters Score -8050014 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -8050164.500000 Penalty: 3615.129639
	Iteration 18Q: 3 clusters Score -8050164 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -8050287.000000 Penalty: 3615.129639
	Iteration 19Q: 3 clusters Score -8050287 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -8050393.000000 Penalty: 3615.129639
	Iteration 20F: 3 clusters Score -8050393 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -8050480.000000 Penalty: 3615.129639
	Iteration 21Q: 3 clusters Score -8050480 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -8050561.500000 Penalty: 3615.129639
	Iteration 22Q: 3 clusters Score -8050562 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -8050617.500000 Penalty: 3615.129639
	Iteration 23Q: 3 clusters Score -8050618 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -8050667.500000 Penalty: 3615.129639
	Iteration 24Q: 3 clusters Score -8050668 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -8050695.500000 Penalty: 3615.129639
	Iteration 25Q: 3 clusters Score -8050696 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -8050717.500000 Penalty: 3615.129639
	Iteration 26Q: 3 clusters Score -8050718 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -8050742.000000 Penalty: 3615.129639
	Iteration 27Q: 3 clusters Score -8050742 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -8050762.000000 Penalty: 3615.129639
	Iteration 28Q: 3 clusters Score -8050762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -8050776.500000 Penalty: 3615.129639
	Iteration 29Q: 3 clusters Score -8050776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -8050790.000000 Penalty: 3615.129639
	Iteration 30Q: 3 clusters Score -8050790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -8050796.000000 Penalty: 3615.129639
	Iteration 31Q: 3 clusters Score -8050796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -8050784.500000 Penalty: 3615.129639
	Iteration 32Q: 3 clusters Score -8050784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -8050783.500000 Penalty: 3615.129639
	Iteration 33Q: 3 clusters Score -8050784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -8050779.500000 Penalty: 3615.129639
	Iteration 34Q: 3 clusters Score -8050780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -8050791.500000 Penalty: 3615.129639
	Iteration 35Q: 3 clusters Score -8050792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -8050789.000000 Penalty: 3615.129639
	Iteration 36Q: 3 clusters Score -8050789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -8050794.000000 Penalty: 3615.129639
	Iteration 37Q: 3 clusters Score -8050794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -8050802.000000 Penalty: 3615.129639
	Iteration 38Q: 3 clusters Score -8050802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -8050797.000000 Penalty: 3615.129639
	Iteration 39Q: 3 clusters Score -8050797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -8050811.500000 Penalty: 3615.129639
	Iteration 40F: 3 clusters Score -8050812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -8050805.000000 Penalty: 3615.129639
	Iteration 41Q: 3 clusters Score -8050805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -8050821.500000 Penalty: 3615.129639
	Iteration 42Q: 3 clusters Score -8050822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -8050809.000000 Penalty: 3615.129639
	Iteration 43Q: 3 clusters Score -8050809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8050803.000000 Penalty: 3615.129639
	Iteration 44Q: 3 clusters Score -8050803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63945 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -8050806.500000 Penalty: 3615.129639
	Iteration 45Q: 3 clusters Score -8050806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -8050812.000000 Penalty: 3615.129639
	Iteration 46Q: 3 clusters Score -8050812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63970 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -8050820.500000 Penalty: 3615.129639
	Iteration 47Q: 3 clusters Score -8050820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -8050812.000000 Penalty: 3615.129639
	Iteration 48Q: 3 clusters Score -8050812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63988 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -8050813.500000 Penalty: 3615.129639
	Iteration 49Q: 3 clusters Score -8050814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63998 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -8050801.000000 Penalty: 3615.129639
	Iteration 50Q: 3 clusters Score -8050801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -8050807.000000 Penalty: 3615.129639
	Iteration 51Q: 3 clusters Score -8050807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -8050799.500000 Penalty: 3615.129639
	Iteration 52Q: 3 clusters Score -8050800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64025 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8050799.000000 Penalty: 3615.129639
	Iteration 53Q: 3 clusters Score -8050799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -8050803.500000 Penalty: 3615.129639
	Iteration 54Q: 3 clusters Score -8050804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -8050808.500000 Penalty: 3615.129639
	Iteration 55Q: 3 clusters Score -8050808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64039 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -8050817.500000 Penalty: 3615.129639
	Iteration 56Q: 3 clusters Score -8050818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -8050819.000000 Penalty: 3615.129639
	Iteration 57Q: 3 clusters Score -8050819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -8050818.500000 Penalty: 3615.129639
	Iteration 58Q: 3 clusters Score -8050818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -8050823.500000 Penalty: 3615.129639
	Iteration 59Q: 3 clusters Score -8050824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8050823.000000 Penalty: 3615.129639
	Iteration 60F: 3 clusters Score -8050823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -8050820.500000 Penalty: 3615.129639
	Iteration 61Q: 3 clusters Score -8050820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -8050820.500000 Penalty: 3615.129639
	Iteration 62Q: 3 clusters Score -8050820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -8050818.000000 Penalty: 3615.129639
	Iteration 63Q: 3 clusters Score -8050818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -8050826.000000 Penalty: 3615.129639
	Iteration 64Q: 3 clusters Score -8050826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64086 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -8050818.000000 Penalty: 3615.129639
	Iteration 65Q: 3 clusters Score -8050818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -8050819.500000 Penalty: 3615.129639
	Iteration 66Q: 3 clusters Score -8050820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -8050832.000000 Penalty: 3615.129639
	Iteration 67Q: 3 clusters Score -8050832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -8050826.000000 Penalty: 3615.129639
	Iteration 68Q: 3 clusters Score -8050826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -8050825.000000 Penalty: 3615.129639
	Iteration 69Q: 3 clusters Score -8050825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64109 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -8050829.500000 Penalty: 3615.129639
	Iteration 70Q: 3 clusters Score -8050830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -8050829.500000 Penalty: 3615.129639
	Iteration 71Q: 3 clusters Score -8050830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -8050825.000000 Penalty: 3615.129639
	Iteration 72Q: 3 clusters Score -8050825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -8050823.500000 Penalty: 3615.129639
	Iteration 73Q: 3 clusters Score -8050824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -8050825.500000 Penalty: 3615.129639
	Iteration 74Q: 3 clusters Score -8050826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64124 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -8050815.500000 Penalty: 3615.129639
	Iteration 75Q: 3 clusters Score -8050816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -8050818.500000 Penalty: 3615.129639
	Iteration 76Q: 3 clusters Score -8050818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -8050806.500000 Penalty: 3615.129639
	Iteration 77Q: 3 clusters Score -8050806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -8050821.000000 Penalty: 3615.129639
	Iteration 78Q: 3 clusters Score -8050821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -8050818.500000 Penalty: 3615.129639
	Iteration 79Q: 3 clusters Score -8050818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -8050822.000000 Penalty: 3615.129639
	Iteration 80F: 3 clusters Score -8050822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -8050825.000000 Penalty: 3615.129639
	Iteration 81Q: 3 clusters Score -8050825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -8050825.000000 Penalty: 3615.129639
	Iteration 82F: 3 clusters Score -8050825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Entering Unmasked Estep 
Score: -835747.125000 Penalty: 1437.625854
	Iteration 0F: 2 clusters Score -835747.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -830552.687500 Penalty: 2875.251709
	Iteration 0F: 3 clusters Score -830552.7 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -832205.062500 Penalty: 2875.251709
	Iteration 1F: 3 clusters Score -832205.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -832478.875000 Penalty: 2875.251709
	Iteration 2F: 3 clusters Score -832478.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -832727.812500 Penalty: 2875.251709
	Iteration 3F: 3 clusters Score -832727.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -832947.437500 Penalty: 2875.251709
	Iteration 4F: 3 clusters Score -832947.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -833195.000000 Penalty: 2875.251709
	Iteration 5Q: 3 clusters Score -833195 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -833473.250000 Penalty: 2875.251709
	Iteration 6F: 3 clusters Score -833473.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -833731.937500 Penalty: 2875.251709
	Iteration 7Q: 3 clusters Score -833731.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -833974.562500 Penalty: 2875.251709
	Iteration 8Q: 3 clusters Score -833974.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -834203.187500 Penalty: 2875.251709
	Iteration 9Q: 3 clusters Score -834203.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -834335.750000 Penalty: 2875.251709
	Iteration 10Q: 3 clusters Score -834335.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -834428.375000 Penalty: 2875.251709
	Iteration 11Q: 3 clusters Score -834428.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -834492.187500 Penalty: 2875.251709
	Iteration 12Q: 3 clusters Score -834492.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -834549.875000 Penalty: 2875.251709
	Iteration 13Q: 3 clusters Score -834549.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -834606.500000 Penalty: 2875.251709
	Iteration 14Q: 3 clusters Score -834606.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -834659.375000 Penalty: 2875.251709
	Iteration 15Q: 3 clusters Score -834659.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -834702.062500 Penalty: 2875.251709
	Iteration 16Q: 3 clusters Score -834702.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -834730.625000 Penalty: 2875.251709
	Iteration 17Q: 3 clusters Score -834730.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -834745.625000 Penalty: 2875.251709
	Iteration 18Q: 3 clusters Score -834745.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -834763.500000 Penalty: 2875.251709
	Iteration 19Q: 3 clusters Score -834763.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -834775.500000 Penalty: 2875.251709
	Iteration 20F: 3 clusters Score -834775.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -834791.625000 Penalty: 2875.251709
	Iteration 21Q: 3 clusters Score -834791.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -834807.250000 Penalty: 2875.251709
	Iteration 22Q: 3 clusters Score -834807.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -834830.125000 Penalty: 2875.251709
	Iteration 23Q: 3 clusters Score -834830.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -834872.000000 Penalty: 2875.251709
	Iteration 24Q: 3 clusters Score -834872 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -834927.750000 Penalty: 2875.251709
	Iteration 25Q: 3 clusters Score -834927.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -835009.187500 Penalty: 2875.251709
	Iteration 26Q: 3 clusters Score -835009.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -835147.000000 Penalty: 2875.251709
	Iteration 27Q: 3 clusters Score -835147 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -835322.312500 Penalty: 2875.251709
	Iteration 28Q: 3 clusters Score -835322.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -835554.312500 Penalty: 2875.251709
	Iteration 29Q: 3 clusters Score -835554.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -835758.312500 Penalty: 2875.251709
	Iteration 30Q: 3 clusters Score -835758.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -835916.437500 Penalty: 2875.251709
	Iteration 31Q: 3 clusters Score -835916.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -835990.750000 Penalty: 2875.251709
	Iteration 32Q: 3 clusters Score -835990.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -836034.312500 Penalty: 2875.251709
	Iteration 33Q: 3 clusters Score -836034.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -836056.937500 Penalty: 2875.251709
	Iteration 34Q: 3 clusters Score -836056.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -836065.750000 Penalty: 2875.251709
	Iteration 35Q: 3 clusters Score -836065.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -836072.812500 Penalty: 2875.251709
	Iteration 36Q: 3 clusters Score -836072.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -836075.687500 Penalty: 2875.251709
	Iteration 37Q: 3 clusters Score -836075.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -836076.500000 Penalty: 2875.251709
	Iteration 38Q: 3 clusters Score -836076.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -836078.125000 Penalty: 2875.251709
	Iteration 39Q: 3 clusters Score -836078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -836078.250000 Penalty: 2875.251709
	Iteration 40F: 3 clusters Score -836078.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 139851 members 
Mstep: Class 3 contains 10618 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 103016 members 
Mstep: Class 6 contains 10144 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 38433 members 
Mstep: Class 10 contains 786 members 
Mstep: Class 11 contains 112310 members 
Mstep: Class 12 contains 120915 members 
Mstep: Class 13 contains 52464 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 11931 members 
Mstep: Class 18 contains 6967 members 
Mstep: Class 19 contains 25263 members 
Mstep: Class 20 contains 67743 members 
Mstep: Class 21 contains 4862 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 20013 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 18834 members 
Mstep: Class 28 contains 20650 members 
Mstep: Class 29 contains 2091 members 
Entering Unmasked Estep 
Score: -108832952.000000 Penalty: 64529.214844
Splitting cluster 21 changes total score from -108817576.000000 to -108832952.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -172699.250000 Penalty: 1201.904419
	Iteration 0F: 2 clusters Score -172699.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -171443.515625 Penalty: 2403.808838
	Iteration 0F: 3 clusters Score -171443.5 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -173277.546875 Penalty: 2403.808838
	Iteration 1F: 3 clusters Score -173277.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -174341.093750 Penalty: 2403.808838
	Iteration 2F: 3 clusters Score -174341.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -176652.578125 Penalty: 2403.808838
	Iteration 3F: 3 clusters Score -176652.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -179093.109375 Penalty: 2403.808838
	Iteration 4F: 3 clusters Score -179093.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -179409.656250 Penalty: 2403.808838
	Iteration 5Q: 3 clusters Score -179409.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -179424.875000 Penalty: 2403.808838
	Iteration 6Q: 3 clusters Score -179424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -179445.234375 Penalty: 2403.808838
	Iteration 7F: 3 clusters Score -179445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -179519.218750 Penalty: 2403.808838
	Iteration 8Q: 3 clusters Score -179519.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -179524.375000 Penalty: 2403.808838
	Iteration 9Q: 3 clusters Score -179524.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -179532.000000 Penalty: 2403.808838
	Iteration 10F: 3 clusters Score -179532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -179554.421875 Penalty: 2403.808838
	Iteration 11Q: 3 clusters Score -179554.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -179557.843750 Penalty: 2403.808838
	Iteration 12Q: 3 clusters Score -179557.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -179583.546875 Penalty: 2403.808838
	Iteration 13Q: 3 clusters Score -179583.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -179584.468750 Penalty: 2403.808838
	Iteration 14Q: 3 clusters Score -179584.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -179584.468750 Penalty: 2403.808838
	Iteration 15F: 3 clusters Score -179584.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 139851 members 
Mstep: Class 3 contains 10618 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 103016 members 
Mstep: Class 6 contains 10144 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 38433 members 
Mstep: Class 10 contains 786 members 
Mstep: Class 11 contains 112310 members 
Mstep: Class 12 contains 120915 members 
Mstep: Class 13 contains 52464 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 11931 members 
Mstep: Class 18 contains 6967 members 
Mstep: Class 19 contains 25263 members 
Mstep: Class 20 contains 67743 members 
Mstep: Class 21 contains 4862 members 
Mstep: Class 22 contains 599 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 20013 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 18834 members 
Mstep: Class 28 contains 20650 members 
Mstep: Class 29 contains 2091 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
Score: -108838848.000000 Penalty: 66754.359375
Splitting cluster 22 changes total score from -108817576.000000 to -108838848.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 139851 members 
Mstep: Class 3 contains 10618 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 103016 members 
Mstep: Class 6 contains 10144 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 38433 members 
Mstep: Class 10 contains 786 members 
Mstep: Class 11 contains 112310 members 
Mstep: Class 12 contains 120915 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 11931 members 
Mstep: Class 18 contains 6967 members 
Mstep: Class 19 contains 25263 members 
Mstep: Class 20 contains 67743 members 
Mstep: Class 21 contains 4862 members 
Mstep: Class 22 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108847624.000000 Penalty: 66754.359375
Iteration 39Q: 31 clusters Score -1.088476e+08 nChanged 20041
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 138977 members 
Mstep: Class 3 contains 10881 members 
Mstep: Class 4 contains 2469 members 
Mstep: Class 5 contains 103849 members 
Mstep: Class 6 contains 10043 members 
Mstep: Class 7 contains 4373 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 9 contains 38928 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 111900 members 
Mstep: Class 12 contains 121950 members 
Mstep: Class 13 contains 51385 members 
Mstep: Class 14 contains 7121 members 
Mstep: Class 15 contains 9317 members 
Mstep: Class 16 contains 7364 members 
Mstep: Class 17 contains 11695 members 
Mstep: Class 18 contains 7040 members 
Mstep: Class 19 contains 25426 members 
Mstep: Class 20 contains 68471 members 
Mstep: Class 21 contains 5042 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 4877 members 
Mstep: Class 24 contains 19579 members 
Mstep: Class 25 contains 2085 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 18971 members 
Mstep: Class 28 contains 19963 members 
Mstep: Class 29 contains 2055 members 
Mstep: Class 30 contains 894 members 
Entering Unmasked Estep 
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Iteration 40F: 31 clusters Score -1.088585e+08 nChanged 15900
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 72874 members 
Mstep: Class 2 contains 137827 members 
Mstep: Class 3 contains 11232 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 104456 members 
Mstep: Class 6 contains 9932 members 
Mstep: Class 7 contains 4659 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 38923 members 
Mstep: Class 10 contains 1067 members 
Mstep: Class 11 contains 110364 members 
Mstep: Class 12 contains 121451 members 
Mstep: Class 13 contains 51872 members 
Mstep: Class 14 contains 7047 members 
Mstep: Class 15 contains 9210 members 
Mstep: Class 16 contains 7318 members 
Mstep: Class 17 contains 11237 members 
Mstep: Class 18 contains 7182 members 
Mstep: Class 19 contains 25325 members 
Mstep: Class 20 contains 68568 members 
Mstep: Class 21 contains 5165 members 
Mstep: Class 22 contains 574 members 
Mstep: Class 23 contains 5959 members 
Mstep: Class 24 contains 20677 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 19045 members 
Mstep: Class 28 contains 19598 members 
Mstep: Class 29 contains 2272 members 
Mstep: Class 30 contains 817 members 
Entering Unmasked Estep 
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Iteration 41Q: 31 clusters Score -1.088665e+08 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 137196 members 
Mstep: Class 3 contains 11561 members 
Mstep: Class 4 contains 2615 members 
Mstep: Class 5 contains 104998 members 
Mstep: Class 6 contains 9851 members 
Mstep: Class 7 contains 4829 members 
Mstep: Class 8 contains 4392 members 
Mstep: Class 9 contains 39212 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 108854 members 
Mstep: Class 12 contains 121181 members 
Mstep: Class 13 contains 52125 members 
Mstep: Class 14 contains 6977 members 
Mstep: Class 15 contains 9091 members 
Mstep: Class 16 contains 7231 members 
Mstep: Class 17 contains 10892 members 
Mstep: Class 18 contains 7312 members 
Mstep: Class 19 contains 25291 members 
Mstep: Class 20 contains 68590 members 
Mstep: Class 21 contains 5237 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 6889 members 
Mstep: Class 24 contains 21437 members 
Mstep: Class 25 contains 3096 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 18961 members 
Mstep: Class 28 contains 19215 members 
Mstep: Class 29 contains 2344 members 
Mstep: Class 30 contains 746 members 
Entering Unmasked Estep 
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Iteration 42Q: 31 clusters Score -1.088693e+08 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 136801 members 
Mstep: Class 3 contains 11934 members 
Mstep: Class 4 contains 2726 members 
Mstep: Class 5 contains 105447 members 
Mstep: Class 6 contains 9780 members 
Mstep: Class 7 contains 4938 members 
Mstep: Class 8 contains 4386 members 
Mstep: Class 9 contains 39695 members 
Mstep: Class 10 contains 1201 members 
Mstep: Class 11 contains 107389 members 
Mstep: Class 12 contains 120915 members 
Mstep: Class 13 contains 52306 members 
Mstep: Class 14 contains 6921 members 
Mstep: Class 15 contains 8982 members 
Mstep: Class 16 contains 7168 members 
Mstep: Class 17 contains 10548 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 25262 members 
Mstep: Class 20 contains 68514 members 
Mstep: Class 21 contains 5257 members 
Mstep: Class 22 contains 516 members 
Mstep: Class 23 contains 7802 members 
Mstep: Class 24 contains 22059 members 
Mstep: Class 25 contains 3326 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 18828 members 
Mstep: Class 28 contains 18905 members 
Mstep: Class 29 contains 2394 members 
Mstep: Class 30 contains 688 members 
Entering Unmasked Estep 
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Iteration 43Q: 31 clusters Score -1.088709e+08 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 136379 members 
Mstep: Class 3 contains 12285 members 
Mstep: Class 4 contains 2836 members 
Mstep: Class 5 contains 105858 members 
Mstep: Class 6 contains 9727 members 
Mstep: Class 7 contains 5008 members 
Mstep: Class 8 contains 4370 members 
Mstep: Class 9 contains 40240 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 106068 members 
Mstep: Class 12 contains 120670 members 
Mstep: Class 13 contains 52399 members 
Mstep: Class 14 contains 6863 members 
Mstep: Class 15 contains 8900 members 
Mstep: Class 16 contains 7119 members 
Mstep: Class 17 contains 10258 members 
Mstep: Class 18 contains 7497 members 
Mstep: Class 19 contains 25224 members 
Mstep: Class 20 contains 68413 members 
Mstep: Class 21 contains 5280 members 
Mstep: Class 22 contains 505 members 
Mstep: Class 23 contains 8734 members 
Mstep: Class 24 contains 22659 members 
Mstep: Class 25 contains 3467 members 
Mstep: Class 26 contains 287 members 
Mstep: Class 27 contains 18662 members 
Mstep: Class 28 contains 18655 members 
Mstep: Class 29 contains 2421 members 
Mstep: Class 30 contains 648 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 31 clusters Score -1.088728e+08 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 135941 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 4 contains 2935 members 
Mstep: Class 5 contains 106250 members 
Mstep: Class 6 contains 9672 members 
Mstep: Class 7 contains 5064 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 40811 members 
Mstep: Class 10 contains 1270 members 
Mstep: Class 11 contains 104652 members 
Mstep: Class 12 contains 120561 members 
Mstep: Class 13 contains 52432 members 
Mstep: Class 14 contains 6800 members 
Mstep: Class 15 contains 8845 members 
Mstep: Class 16 contains 7077 members 
Mstep: Class 17 contains 9996 members 
Mstep: Class 18 contains 7555 members 
Mstep: Class 19 contains 25232 members 
Mstep: Class 20 contains 68294 members 
Mstep: Class 21 contains 5291 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 9694 members 
Mstep: Class 24 contains 23228 members 
Mstep: Class 25 contains 3572 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 18481 members 
Mstep: Class 28 contains 18437 members 
Mstep: Class 29 contains 2435 members 
Mstep: Class 30 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108874464.000000 Penalty: 66754.359375
Iteration 45Q: 31 clusters Score -1.088745e+08 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 135574 members 
Mstep: Class 3 contains 12908 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 106670 members 
Mstep: Class 6 contains 9613 members 
Mstep: Class 7 contains 5104 members 
Mstep: Class 8 contains 4325 members 
Mstep: Class 9 contains 41337 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 103324 members 
Mstep: Class 12 contains 120573 members 
Mstep: Class 13 contains 52420 members 
Mstep: Class 14 contains 6747 members 
Mstep: Class 15 contains 8786 members 
Mstep: Class 16 contains 7012 members 
Mstep: Class 17 contains 9745 members 
Mstep: Class 18 contains 7598 members 
Mstep: Class 19 contains 25220 members 
Mstep: Class 20 contains 68111 members 
Mstep: Class 21 contains 5305 members 
Mstep: Class 22 contains 503 members 
Mstep: Class 23 contains 10558 members 
Mstep: Class 24 contains 23757 members 
Mstep: Class 25 contains 3666 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 18334 members 
Mstep: Class 28 contains 18260 members 
Mstep: Class 29 contains 2441 members 
Mstep: Class 30 contains 590 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 31 clusters Score -1.088762e+08 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 135268 members 
Mstep: Class 3 contains 13190 members 
Mstep: Class 4 contains 3147 members 
Mstep: Class 5 contains 107100 members 
Mstep: Class 6 contains 9573 members 
Mstep: Class 7 contains 5128 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 41859 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 102004 members 
Mstep: Class 12 contains 120752 members 
Mstep: Class 13 contains 52365 members 
Mstep: Class 14 contains 6693 members 
Mstep: Class 15 contains 8726 members 
Mstep: Class 16 contains 6943 members 
Mstep: Class 17 contains 9535 members 
Mstep: Class 18 contains 7628 members 
Mstep: Class 19 contains 25212 members 
Mstep: Class 20 contains 67904 members 
Mstep: Class 21 contains 5311 members 
Mstep: Class 22 contains 503 members 
Mstep: Class 23 contains 11279 members 
Mstep: Class 24 contains 24247 members 
Mstep: Class 25 contains 3734 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 18150 members 
Mstep: Class 28 contains 18116 members 
Mstep: Class 29 contains 2440 members 
Mstep: Class 30 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 31 clusters Score -1.088774e+08 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 135016 members 
Mstep: Class 3 contains 13442 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 107471 members 
Mstep: Class 6 contains 9508 members 
Mstep: Class 7 contains 5139 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 42371 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 100710 members 
Mstep: Class 12 contains 121024 members 
Mstep: Class 13 contains 52318 members 
Mstep: Class 14 contains 6636 members 
Mstep: Class 15 contains 8672 members 
Mstep: Class 16 contains 6905 members 
Mstep: Class 17 contains 9334 members 
Mstep: Class 18 contains 7652 members 
Mstep: Class 19 contains 25194 members 
Mstep: Class 20 contains 67719 members 
Mstep: Class 21 contains 5311 members 
Mstep: Class 22 contains 503 members 
Mstep: Class 23 contains 11861 members 
Mstep: Class 24 contains 24783 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 17921 members 
Mstep: Class 28 contains 18004 members 
Mstep: Class 29 contains 2445 members 
Mstep: Class 30 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 31 clusters Score -1.08878e+08 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 134814 members 
Mstep: Class 3 contains 13673 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 5 contains 107802 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 5147 members 
Mstep: Class 8 contains 4269 members 
Mstep: Class 9 contains 42852 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 99534 members 
Mstep: Class 12 contains 121368 members 
Mstep: Class 13 contains 52267 members 
Mstep: Class 14 contains 6587 members 
Mstep: Class 15 contains 8636 members 
Mstep: Class 16 contains 6873 members 
Mstep: Class 17 contains 9181 members 
Mstep: Class 18 contains 7672 members 
Mstep: Class 19 contains 25197 members 
Mstep: Class 20 contains 67461 members 
Mstep: Class 21 contains 5298 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 12357 members 
Mstep: Class 24 contains 25287 members 
Mstep: Class 25 contains 3833 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 17652 members 
Mstep: Class 28 contains 17908 members 
Mstep: Class 29 contains 2450 members 
Mstep: Class 30 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108878392.000000 Penalty: 66754.359375
Iteration 49Q: 31 clusters Score -1.088784e+08 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 134696 members 
Mstep: Class 3 contains 13886 members 
Mstep: Class 4 contains 3454 members 
Mstep: Class 5 contains 108071 members 
Mstep: Class 6 contains 9390 members 
Mstep: Class 7 contains 5151 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 43337 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 98426 members 
Mstep: Class 12 contains 121674 members 
Mstep: Class 13 contains 52224 members 
Mstep: Class 14 contains 6536 members 
Mstep: Class 15 contains 8593 members 
Mstep: Class 16 contains 6836 members 
Mstep: Class 17 contains 9037 members 
Mstep: Class 18 contains 7688 members 
Mstep: Class 19 contains 25218 members 
Mstep: Class 20 contains 67237 members 
Mstep: Class 21 contains 5298 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 12782 members 
Mstep: Class 24 contains 25734 members 
Mstep: Class 25 contains 3868 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 17403 members 
Mstep: Class 28 contains 17823 members 
Mstep: Class 29 contains 2454 members 
Mstep: Class 30 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108878736.000000 Penalty: 66754.359375
Iteration 50Q: 31 clusters Score -1.088787e+08 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 70727 members 
Mstep: Class 2 contains 134558 members 
Mstep: Class 3 contains 14063 members 
Mstep: Class 4 contains 3539 members 
Mstep: Class 5 contains 108341 members 
Mstep: Class 6 contains 9345 members 
Mstep: Class 7 contains 5152 members 
Mstep: Class 8 contains 4226 members 
Mstep: Class 9 contains 43811 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 97357 members 
Mstep: Class 12 contains 122049 members 
Mstep: Class 13 contains 52174 members 
Mstep: Class 14 contains 6496 members 
Mstep: Class 15 contains 8553 members 
Mstep: Class 16 contains 6811 members 
Mstep: Class 17 contains 8903 members 
Mstep: Class 18 contains 7697 members 
Mstep: Class 19 contains 25234 members 
Mstep: Class 20 contains 67023 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 13115 members 
Mstep: Class 24 contains 26266 members 
Mstep: Class 25 contains 3896 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 17103 members 
Mstep: Class 28 contains 17742 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 31 clusters Score -1.088792e+08 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 70601 members 
Mstep: Class 2 contains 134424 members 
Mstep: Class 3 contains 14235 members 
Mstep: Class 4 contains 3634 members 
Mstep: Class 5 contains 108570 members 
Mstep: Class 6 contains 9297 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 4186 members 
Mstep: Class 9 contains 44319 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 96417 members 
Mstep: Class 12 contains 122372 members 
Mstep: Class 13 contains 52154 members 
Mstep: Class 14 contains 6443 members 
Mstep: Class 15 contains 8526 members 
Mstep: Class 16 contains 6797 members 
Mstep: Class 17 contains 8800 members 
Mstep: Class 18 contains 7705 members 
Mstep: Class 19 contains 25234 members 
Mstep: Class 20 contains 66755 members 
Mstep: Class 21 contains 5305 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 13412 members 
Mstep: Class 24 contains 26802 members 
Mstep: Class 25 contains 3916 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 16765 members 
Mstep: Class 28 contains 17650 members 
Mstep: Class 29 contains 2457 members 
Mstep: Class 30 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 31 clusters Score -1.088798e+08 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 70495 members 
Mstep: Class 2 contains 134288 members 
Mstep: Class 3 contains 14383 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 108806 members 
Mstep: Class 6 contains 9259 members 
Mstep: Class 7 contains 5175 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 44790 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 95525 members 
Mstep: Class 12 contains 122649 members 
Mstep: Class 13 contains 52101 members 
Mstep: Class 14 contains 6391 members 
Mstep: Class 15 contains 8501 members 
Mstep: Class 16 contains 6812 members 
Mstep: Class 17 contains 8698 members 
Mstep: Class 18 contains 7707 members 
Mstep: Class 19 contains 25235 members 
Mstep: Class 20 contains 66525 members 
Mstep: Class 21 contains 5296 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 13670 members 
Mstep: Class 24 contains 27341 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 16415 members 
Mstep: Class 28 contains 17587 members 
Mstep: Class 29 contains 2465 members 
Mstep: Class 30 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 31 clusters Score -1.088799e+08 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 134097 members 
Mstep: Class 3 contains 14483 members 
Mstep: Class 4 contains 3861 members 
Mstep: Class 5 contains 109056 members 
Mstep: Class 6 contains 9231 members 
Mstep: Class 7 contains 5188 members 
Mstep: Class 8 contains 4120 members 
Mstep: Class 9 contains 45262 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 94745 members 
Mstep: Class 12 contains 122856 members 
Mstep: Class 13 contains 52057 members 
Mstep: Class 14 contains 6349 members 
Mstep: Class 15 contains 8483 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 8629 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 25247 members 
Mstep: Class 20 contains 66218 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 22 contains 496 members 
Mstep: Class 23 contains 13916 members 
Mstep: Class 24 contains 27938 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 16036 members 
Mstep: Class 28 contains 17537 members 
Mstep: Class 29 contains 2468 members 
Mstep: Class 30 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 31 clusters Score -1.08881e+08 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 133922 members 
Mstep: Class 3 contains 14571 members 
Mstep: Class 4 contains 3986 members 
Mstep: Class 5 contains 109281 members 
Mstep: Class 6 contains 9194 members 
Mstep: Class 7 contains 5196 members 
Mstep: Class 8 contains 4097 members 
Mstep: Class 9 contains 45719 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 94063 members 
Mstep: Class 12 contains 123025 members 
Mstep: Class 13 contains 52028 members 
Mstep: Class 14 contains 6302 members 
Mstep: Class 15 contains 8454 members 
Mstep: Class 16 contains 6853 members 
Mstep: Class 17 contains 8522 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 25246 members 
Mstep: Class 20 contains 65919 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 14133 members 
Mstep: Class 24 contains 28577 members 
Mstep: Class 25 contains 3963 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 15638 members 
Mstep: Class 28 contains 17498 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 31 clusters Score -1.088817e+08 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 133747 members 
Mstep: Class 3 contains 14653 members 
Mstep: Class 4 contains 4134 members 
Mstep: Class 5 contains 109480 members 
Mstep: Class 6 contains 9179 members 
Mstep: Class 7 contains 5204 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 46141 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 93435 members 
Mstep: Class 12 contains 123154 members 
Mstep: Class 13 contains 52000 members 
Mstep: Class 14 contains 6256 members 
Mstep: Class 15 contains 8436 members 
Mstep: Class 16 contains 6893 members 
Mstep: Class 17 contains 8406 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 25240 members 
Mstep: Class 20 contains 65659 members 
Mstep: Class 21 contains 5284 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 14324 members 
Mstep: Class 24 contains 29260 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 15170 members 
Mstep: Class 28 contains 17443 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 563 members 
Entering Unmasked Estep 
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Iteration 56Q: 31 clusters Score -1.088822e+08 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 133607 members 
Mstep: Class 3 contains 14730 members 
Mstep: Class 4 contains 4285 members 
Mstep: Class 5 contains 109652 members 
Mstep: Class 6 contains 9170 members 
Mstep: Class 7 contains 5214 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 46553 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 92801 members 
Mstep: Class 12 contains 123292 members 
Mstep: Class 13 contains 51955 members 
Mstep: Class 14 contains 6209 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 6932 members 
Mstep: Class 17 contains 8302 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 25228 members 
Mstep: Class 20 contains 65416 members 
Mstep: Class 21 contains 5277 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 14499 members 
Mstep: Class 24 contains 29989 members 
Mstep: Class 25 contains 3980 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 14655 members 
Mstep: Class 28 contains 17408 members 
Mstep: Class 29 contains 2484 members 
Mstep: Class 30 contains 563 members 
Entering Unmasked Estep 
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Iteration 57Q: 31 clusters Score -1.088826e+08 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 133430 members 
Mstep: Class 3 contains 14813 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 109827 members 
Mstep: Class 6 contains 9166 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 4039 members 
Mstep: Class 9 contains 46971 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 92210 members 
Mstep: Class 12 contains 123425 members 
Mstep: Class 13 contains 51928 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 8386 members 
Mstep: Class 16 contains 6958 members 
Mstep: Class 17 contains 8177 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 25204 members 
Mstep: Class 20 contains 65154 members 
Mstep: Class 21 contains 5266 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 14669 members 
Mstep: Class 24 contains 30790 members 
Mstep: Class 25 contains 3988 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 14071 members 
Mstep: Class 28 contains 17372 members 
Mstep: Class 29 contains 2487 members 
Mstep: Class 30 contains 563 members 
Entering Unmasked Estep 
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Iteration 58Q: 31 clusters Score -1.088833e+08 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 133264 members 
Mstep: Class 3 contains 14897 members 
Mstep: Class 4 contains 4660 members 
Mstep: Class 5 contains 109983 members 
Mstep: Class 6 contains 9161 members 
Mstep: Class 7 contains 5229 members 
Mstep: Class 8 contains 4027 members 
Mstep: Class 9 contains 47375 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 91618 members 
Mstep: Class 12 contains 123639 members 
Mstep: Class 13 contains 51911 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 8363 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 8045 members 
Mstep: Class 18 contains 7711 members 
Mstep: Class 19 contains 25163 members 
Mstep: Class 20 contains 64878 members 
Mstep: Class 21 contains 5251 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 14823 members 
Mstep: Class 24 contains 31644 members 
Mstep: Class 25 contains 3996 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 13385 members 
Mstep: Class 28 contains 17347 members 
Mstep: Class 29 contains 2481 members 
Mstep: Class 30 contains 562 members 
Entering Unmasked Estep 
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Iteration 59Q: 31 clusters Score -1.088841e+08 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 133111 members 
Mstep: Class 3 contains 14995 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 110109 members 
Mstep: Class 6 contains 9178 members 
Mstep: Class 7 contains 5242 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 47791 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 91104 members 
Mstep: Class 12 contains 123778 members 
Mstep: Class 13 contains 51899 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 8353 members 
Mstep: Class 16 contains 7015 members 
Mstep: Class 17 contains 7887 members 
Mstep: Class 18 contains 7711 members 
Mstep: Class 19 contains 25153 members 
Mstep: Class 20 contains 64567 members 
Mstep: Class 21 contains 5238 members 
Mstep: Class 22 contains 491 members 
Mstep: Class 23 contains 14947 members 
Mstep: Class 24 contains 32565 members 
Mstep: Class 25 contains 4012 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 12580 members 
Mstep: Class 28 contains 17319 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 562 members 
Entering Unmasked Estep 
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Iteration 60F: 31 clusters Score -1.088879e+08 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 69851 members 
Mstep: Class 2 contains 132938 members 
Mstep: Class 3 contains 15098 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 5 contains 110182 members 
Mstep: Class 6 contains 9177 members 
Mstep: Class 7 contains 5236 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 48117 members 
Mstep: Class 10 contains 1322 members 
Mstep: Class 11 contains 90612 members 
Mstep: Class 12 contains 123602 members 
Mstep: Class 13 contains 51874 members 
Mstep: Class 14 contains 6015 members 
Mstep: Class 15 contains 8336 members 
Mstep: Class 16 contains 7062 members 
Mstep: Class 17 contains 7732 members 
Mstep: Class 18 contains 7713 members 
Mstep: Class 19 contains 25117 members 
Mstep: Class 20 contains 64313 members 
Mstep: Class 21 contains 5235 members 
Mstep: Class 22 contains 491 members 
Mstep: Class 23 contains 15447 members 
Mstep: Class 24 contains 33548 members 
Mstep: Class 25 contains 4109 members 
Mstep: Class 26 contains 346 members 
Mstep: Class 27 contains 11707 members 
Mstep: Class 28 contains 17283 members 
Mstep: Class 29 contains 2481 members 
Mstep: Class 30 contains 525 members 
Entering Unmasked Estep 
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Iteration 61Q: 31 clusters Score -1.088915e+08 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 132845 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 4 contains 5563 members 
Mstep: Class 5 contains 110234 members 
Mstep: Class 6 contains 9187 members 
Mstep: Class 7 contains 5259 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 48458 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 90112 members 
Mstep: Class 12 contains 123419 members 
Mstep: Class 13 contains 51818 members 
Mstep: Class 14 contains 5964 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 16 contains 7127 members 
Mstep: Class 17 contains 7581 members 
Mstep: Class 18 contains 7713 members 
Mstep: Class 19 contains 25047 members 
Mstep: Class 20 contains 64088 members 
Mstep: Class 21 contains 5228 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 15896 members 
Mstep: Class 24 contains 34496 members 
Mstep: Class 25 contains 4188 members 
Mstep: Class 26 contains 333 members 
Mstep: Class 27 contains 10778 members 
Mstep: Class 28 contains 17245 members 
Mstep: Class 29 contains 2483 members 
Mstep: Class 30 contains 501 members 
Entering Unmasked Estep 
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Iteration 62Q: 31 clusters Score -1.088937e+08 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 132748 members 
Mstep: Class 3 contains 15344 members 
Mstep: Class 4 contains 5908 members 
Mstep: Class 5 contains 110287 members 
Mstep: Class 6 contains 9190 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 48745 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 89641 members 
Mstep: Class 12 contains 123291 members 
Mstep: Class 13 contains 51754 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 8312 members 
Mstep: Class 16 contains 7180 members 
Mstep: Class 17 contains 7460 members 
Mstep: Class 18 contains 7711 members 
Mstep: Class 19 contains 24986 members 
Mstep: Class 20 contains 63897 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 16323 members 
Mstep: Class 24 contains 35323 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 327 members 
Mstep: Class 27 contains 9917 members 
Mstep: Class 28 contains 17211 members 
Mstep: Class 29 contains 2485 members 
Mstep: Class 30 contains 484 members 
Entering Unmasked Estep 
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Iteration 63Q: 31 clusters Score -1.088954e+08 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69679 members 
Mstep: Class 2 contains 132692 members 
Mstep: Class 3 contains 15446 members 
Mstep: Class 4 contains 6196 members 
Mstep: Class 5 contains 110348 members 
Mstep: Class 6 contains 9185 members 
Mstep: Class 7 contains 5277 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 89155 members 
Mstep: Class 12 contains 123170 members 
Mstep: Class 13 contains 51675 members 
Mstep: Class 14 contains 5828 members 
Mstep: Class 15 contains 8300 members 
Mstep: Class 16 contains 7233 members 
Mstep: Class 17 contains 7359 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 24873 members 
Mstep: Class 20 contains 63671 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 16715 members 
Mstep: Class 24 contains 36075 members 
Mstep: Class 25 contains 4323 members 
Mstep: Class 26 contains 326 members 
Mstep: Class 27 contains 9243 members 
Mstep: Class 28 contains 17180 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 470 members 
Entering Unmasked Estep 
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Iteration 64Q: 31 clusters Score -1.088971e+08 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69657 members 
Mstep: Class 2 contains 132658 members 
Mstep: Class 3 contains 15542 members 
Mstep: Class 4 contains 6448 members 
Mstep: Class 5 contains 110406 members 
Mstep: Class 6 contains 9207 members 
Mstep: Class 7 contains 5277 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 49391 members 
Mstep: Class 10 contains 1319 members 
Mstep: Class 11 contains 88620 members 
Mstep: Class 12 contains 123127 members 
Mstep: Class 13 contains 51601 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 8288 members 
Mstep: Class 16 contains 7290 members 
Mstep: Class 17 contains 7275 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 24748 members 
Mstep: Class 20 contains 63451 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 17090 members 
Mstep: Class 24 contains 36671 members 
Mstep: Class 25 contains 4372 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 8692 members 
Mstep: Class 28 contains 17144 members 
Mstep: Class 29 contains 2477 members 
Mstep: Class 30 contains 460 members 
Entering Unmasked Estep 
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Iteration 65Q: 31 clusters Score -1.088983e+08 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 132635 members 
Mstep: Class 3 contains 15646 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 110412 members 
Mstep: Class 6 contains 9224 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 49741 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 88115 members 
Mstep: Class 12 contains 123052 members 
Mstep: Class 13 contains 51536 members 
Mstep: Class 14 contains 5737 members 
Mstep: Class 15 contains 8274 members 
Mstep: Class 16 contains 7345 members 
Mstep: Class 17 contains 7207 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 24605 members 
Mstep: Class 20 contains 63195 members 
Mstep: Class 21 contains 5229 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 17445 members 
Mstep: Class 24 contains 37229 members 
Mstep: Class 25 contains 4425 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 8239 members 
Mstep: Class 28 contains 17116 members 
Mstep: Class 29 contains 2476 members 
Mstep: Class 30 contains 455 members 
Entering Unmasked Estep 
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Iteration 66Q: 31 clusters Score -1.088991e+08 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69625 members 
Mstep: Class 2 contains 132645 members 
Mstep: Class 3 contains 15746 members 
Mstep: Class 4 contains 6781 members 
Mstep: Class 5 contains 110432 members 
Mstep: Class 6 contains 9245 members 
Mstep: Class 7 contains 5297 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 50109 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 87647 members 
Mstep: Class 12 contains 123003 members 
Mstep: Class 13 contains 51466 members 
Mstep: Class 14 contains 5694 members 
Mstep: Class 15 contains 8251 members 
Mstep: Class 16 contains 7411 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 7711 members 
Mstep: Class 19 contains 24446 members 
Mstep: Class 20 contains 62925 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 481 members 
Mstep: Class 23 contains 17764 members 
Mstep: Class 24 contains 37703 members 
Mstep: Class 25 contains 4466 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 7869 members 
Mstep: Class 28 contains 17084 members 
Mstep: Class 29 contains 2481 members 
Mstep: Class 30 contains 448 members 
Entering Unmasked Estep 
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Iteration 67Q: 31 clusters Score -1.088998e+08 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69612 members 
Mstep: Class 2 contains 132634 members 
Mstep: Class 3 contains 15851 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 110438 members 
Mstep: Class 6 contains 9273 members 
Mstep: Class 7 contains 5305 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 50486 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 87129 members 
Mstep: Class 12 contains 123029 members 
Mstep: Class 13 contains 51404 members 
Mstep: Class 14 contains 5645 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 7444 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 7714 members 
Mstep: Class 19 contains 24286 members 
Mstep: Class 20 contains 62659 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 18060 members 
Mstep: Class 24 contains 38216 members 
Mstep: Class 25 contains 4493 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 7554 members 
Mstep: Class 28 contains 17053 members 
Mstep: Class 29 contains 2476 members 
Mstep: Class 30 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108900576.000000 Penalty: 66754.359375
Iteration 68Q: 31 clusters Score -1.089006e+08 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69589 members 
Mstep: Class 2 contains 132635 members 
Mstep: Class 3 contains 15982 members 
Mstep: Class 4 contains 6926 members 
Mstep: Class 5 contains 110482 members 
Mstep: Class 6 contains 9282 members 
Mstep: Class 7 contains 5313 members 
Mstep: Class 8 contains 3932 members 
Mstep: Class 9 contains 50859 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 86602 members 
Mstep: Class 12 contains 123019 members 
Mstep: Class 13 contains 51372 members 
Mstep: Class 14 contains 5614 members 
Mstep: Class 15 contains 8207 members 
Mstep: Class 16 contains 7501 members 
Mstep: Class 17 contains 7058 members 
Mstep: Class 18 contains 7718 members 
Mstep: Class 19 contains 24092 members 
Mstep: Class 20 contains 62378 members 
Mstep: Class 21 contains 5216 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 18354 members 
Mstep: Class 24 contains 38716 members 
Mstep: Class 25 contains 4523 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 7258 members 
Mstep: Class 28 contains 17026 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108901104.000000 Penalty: 66754.359375
Iteration 69Q: 31 clusters Score -1.089011e+08 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69565 members 
Mstep: Class 2 contains 132612 members 
Mstep: Class 3 contains 16152 members 
Mstep: Class 4 contains 6958 members 
Mstep: Class 5 contains 110533 members 
Mstep: Class 6 contains 9304 members 
Mstep: Class 7 contains 5322 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 51160 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 86033 members 
Mstep: Class 12 contains 123017 members 
Mstep: Class 13 contains 51328 members 
Mstep: Class 14 contains 5603 members 
Mstep: Class 15 contains 8200 members 
Mstep: Class 16 contains 7557 members 
Mstep: Class 17 contains 7014 members 
Mstep: Class 18 contains 7722 members 
Mstep: Class 19 contains 23888 members 
Mstep: Class 20 contains 62184 members 
Mstep: Class 21 contains 5211 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 18641 members 
Mstep: Class 24 contains 39202 members 
Mstep: Class 25 contains 4554 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 6979 members 
Mstep: Class 28 contains 17000 members 
Mstep: Class 29 contains 2467 members 
Mstep: Class 30 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108901448.000000 Penalty: 66754.359375
Iteration 70Q: 31 clusters Score -1.089014e+08 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 132567 members 
Mstep: Class 3 contains 16338 members 
Mstep: Class 4 contains 6971 members 
Mstep: Class 5 contains 110558 members 
Mstep: Class 6 contains 9332 members 
Mstep: Class 7 contains 5349 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 51438 members 
Mstep: Class 10 contains 1281 members 
Mstep: Class 11 contains 85460 members 
Mstep: Class 12 contains 123082 members 
Mstep: Class 13 contains 51306 members 
Mstep: Class 14 contains 5604 members 
Mstep: Class 15 contains 8189 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 6975 members 
Mstep: Class 18 contains 7722 members 
Mstep: Class 19 contains 23676 members 
Mstep: Class 20 contains 61935 members 
Mstep: Class 21 contains 5210 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 18891 members 
Mstep: Class 24 contains 39712 members 
Mstep: Class 25 contains 4577 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 16983 members 
Mstep: Class 29 contains 2469 members 
Mstep: Class 30 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108901920.000000 Penalty: 66754.359375
Iteration 71Q: 31 clusters Score -1.089019e+08 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69523 members 
Mstep: Class 2 contains 132560 members 
Mstep: Class 3 contains 16531 members 
Mstep: Class 4 contains 6989 members 
Mstep: Class 5 contains 110569 members 
Mstep: Class 6 contains 9347 members 
Mstep: Class 7 contains 5361 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 51741 members 
Mstep: Class 10 contains 1281 members 
Mstep: Class 11 contains 84921 members 
Mstep: Class 12 contains 123072 members 
Mstep: Class 13 contains 51280 members 
Mstep: Class 14 contains 5608 members 
Mstep: Class 15 contains 8170 members 
Mstep: Class 16 contains 7672 members 
Mstep: Class 17 contains 6947 members 
Mstep: Class 18 contains 7724 members 
Mstep: Class 19 contains 23497 members 
Mstep: Class 20 contains 61694 members 
Mstep: Class 21 contains 5208 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 19106 members 
Mstep: Class 24 contains 40178 members 
Mstep: Class 25 contains 4604 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 16960 members 
Mstep: Class 29 contains 2464 members 
Mstep: Class 30 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108902432.000000 Penalty: 66754.359375
Iteration 72Q: 31 clusters Score -1.089024e+08 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 132519 members 
Mstep: Class 3 contains 16710 members 
Mstep: Class 4 contains 7000 members 
Mstep: Class 5 contains 110612 members 
Mstep: Class 6 contains 9367 members 
Mstep: Class 7 contains 5372 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 52085 members 
Mstep: Class 10 contains 1283 members 
Mstep: Class 11 contains 84399 members 
Mstep: Class 12 contains 123062 members 
Mstep: Class 13 contains 51255 members 
Mstep: Class 14 contains 5614 members 
Mstep: Class 15 contains 8142 members 
Mstep: Class 16 contains 7729 members 
Mstep: Class 17 contains 6925 members 
Mstep: Class 18 contains 7725 members 
Mstep: Class 19 contains 23328 members 
Mstep: Class 20 contains 61454 members 
Mstep: Class 21 contains 5215 members 
Mstep: Class 22 contains 475 members 
Mstep: Class 23 contains 19321 members 
Mstep: Class 24 contains 40571 members 
Mstep: Class 25 contains 4624 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 6304 members 
Mstep: Class 28 contains 16935 members 
Mstep: Class 29 contains 2456 members 
Mstep: Class 30 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 31 clusters Score -1.089029e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69443 members 
Mstep: Class 2 contains 132490 members 
Mstep: Class 3 contains 16886 members 
Mstep: Class 4 contains 7014 members 
Mstep: Class 5 contains 110645 members 
Mstep: Class 6 contains 9369 members 
Mstep: Class 7 contains 5381 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 52454 members 
Mstep: Class 10 contains 1283 members 
Mstep: Class 11 contains 83874 members 
Mstep: Class 12 contains 123043 members 
Mstep: Class 13 contains 51224 members 
Mstep: Class 14 contains 5604 members 
Mstep: Class 15 contains 8129 members 
Mstep: Class 16 contains 7795 members 
Mstep: Class 17 contains 6912 members 
Mstep: Class 18 contains 7727 members 
Mstep: Class 19 contains 23218 members 
Mstep: Class 20 contains 61203 members 
Mstep: Class 21 contains 5214 members 
Mstep: Class 22 contains 475 members 
Mstep: Class 23 contains 19519 members 
Mstep: Class 24 contains 40905 members 
Mstep: Class 25 contains 4628 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 6182 members 
Mstep: Class 28 contains 16901 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108902848.000000 Penalty: 66754.359375
Iteration 74Q: 31 clusters Score -1.089028e+08 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 132456 members 
Mstep: Class 3 contains 17073 members 
Mstep: Class 4 contains 7024 members 
Mstep: Class 5 contains 110664 members 
Mstep: Class 6 contains 9376 members 
Mstep: Class 7 contains 5383 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 52839 members 
Mstep: Class 10 contains 1283 members 
Mstep: Class 11 contains 83337 members 
Mstep: Class 12 contains 123042 members 
Mstep: Class 13 contains 51198 members 
Mstep: Class 14 contains 5602 members 
Mstep: Class 15 contains 8122 members 
Mstep: Class 16 contains 7865 members 
Mstep: Class 17 contains 6897 members 
Mstep: Class 18 contains 7726 members 
Mstep: Class 19 contains 23128 members 
Mstep: Class 20 contains 60907 members 
Mstep: Class 21 contains 5212 members 
Mstep: Class 22 contains 475 members 
Mstep: Class 23 contains 19721 members 
Mstep: Class 24 contains 41232 members 
Mstep: Class 25 contains 4631 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 6059 members 
Mstep: Class 28 contains 16870 members 
Mstep: Class 29 contains 2464 members 
Mstep: Class 30 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 75Q: 31 clusters Score -1.089035e+08 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 132386 members 
Mstep: Class 3 contains 17229 members 
Mstep: Class 4 contains 7052 members 
Mstep: Class 5 contains 110680 members 
Mstep: Class 6 contains 9378 members 
Mstep: Class 7 contains 5391 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 53202 members 
Mstep: Class 10 contains 1281 members 
Mstep: Class 11 contains 82834 members 
Mstep: Class 12 contains 123039 members 
Mstep: Class 13 contains 51164 members 
Mstep: Class 14 contains 5590 members 
Mstep: Class 15 contains 8109 members 
Mstep: Class 16 contains 7957 members 
Mstep: Class 17 contains 6880 members 
Mstep: Class 18 contains 7725 members 
Mstep: Class 19 contains 23053 members 
Mstep: Class 20 contains 60609 members 
Mstep: Class 21 contains 5211 members 
Mstep: Class 22 contains 475 members 
Mstep: Class 23 contains 19926 members 
Mstep: Class 24 contains 41522 members 
Mstep: Class 25 contains 4639 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 5961 members 
Mstep: Class 28 contains 16851 members 
Mstep: Class 29 contains 2466 members 
Mstep: Class 30 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108903728.000000 Penalty: 66754.359375
Iteration 76Q: 31 clusters Score -1.089037e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69368 members 
Mstep: Class 2 contains 132326 members 
Mstep: Class 3 contains 17352 members 
Mstep: Class 4 contains 7073 members 
Mstep: Class 5 contains 110697 members 
Mstep: Class 6 contains 9381 members 
Mstep: Class 7 contains 5400 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 53568 members 
Mstep: Class 10 contains 1281 members 
Mstep: Class 11 contains 82366 members 
Mstep: Class 12 contains 122998 members 
Mstep: Class 13 contains 51136 members 
Mstep: Class 14 contains 5567 members 
Mstep: Class 15 contains 8106 members 
Mstep: Class 16 contains 8039 members 
Mstep: Class 17 contains 6869 members 
Mstep: Class 18 contains 7723 members 
Mstep: Class 19 contains 22997 members 
Mstep: Class 20 contains 60304 members 
Mstep: Class 21 contains 5214 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 20136 members 
Mstep: Class 24 contains 41797 members 
Mstep: Class 25 contains 4641 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 16817 members 
Mstep: Class 29 contains 2466 members 
Mstep: Class 30 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 77Q: 31 clusters Score -1.089039e+08 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69364 members 
Mstep: Class 2 contains 132305 members 
Mstep: Class 3 contains 17447 members 
Mstep: Class 4 contains 7089 members 
Mstep: Class 5 contains 110682 members 
Mstep: Class 6 contains 9386 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 53966 members 
Mstep: Class 10 contains 1279 members 
Mstep: Class 11 contains 81890 members 
Mstep: Class 12 contains 122941 members 
Mstep: Class 13 contains 51088 members 
Mstep: Class 14 contains 5559 members 
Mstep: Class 15 contains 8103 members 
Mstep: Class 16 contains 8109 members 
Mstep: Class 17 contains 6872 members 
Mstep: Class 18 contains 7722 members 
Mstep: Class 19 contains 22955 members 
Mstep: Class 20 contains 59983 members 
Mstep: Class 21 contains 5216 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 20342 members 
Mstep: Class 24 contains 42067 members 
Mstep: Class 25 contains 4640 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 5839 members 
Mstep: Class 28 contains 16791 members 
Mstep: Class 29 contains 2466 members 
Mstep: Class 30 contains 422 members 
Entering Unmasked Estep 
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Iteration 78Q: 31 clusters Score -1.089039e+08 nChanged 2345
Entering ConstructFrom: 
Score: -108903912.000000 Penalty: 66754.359375
Entering ConstructFrom: 
Trying to split cluster 1 (69365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Entering Unmasked Estep 
Score: -8921882.000000 Penalty: 1811.409912
	Iteration 0F: 2 clusters Score -8921882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -8875806.000000 Penalty: 3622.819824
	Iteration 0F: 3 clusters Score -8875806 nChanged 32947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -8894850.000000 Penalty: 3622.819824
	Iteration 1F: 3 clusters Score -8894850 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -8895796.000000 Penalty: 3622.819824
	Iteration 2Q: 3 clusters Score -8895796 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -8897369.000000 Penalty: 3622.819824
	Iteration 3Q: 3 clusters Score -8897369 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -8899822.000000 Penalty: 3622.819824
	Iteration 4F: 3 clusters Score -8899822 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -8903842.000000 Penalty: 3622.819824
	Iteration 5F: 3 clusters Score -8903842 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -8909476.000000 Penalty: 3622.819824
	Iteration 6F: 3 clusters Score -8909476 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -8914873.000000 Penalty: 3622.819824
	Iteration 7F: 3 clusters Score -8914873 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -8918175.000000 Penalty: 3622.819824
	Iteration 8Q: 3 clusters Score -8918175 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -8919625.000000 Penalty: 3622.819824
	Iteration 9Q: 3 clusters Score -8919625 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -8920123.000000 Penalty: 3622.819824
	Iteration 10Q: 3 clusters Score -8920123 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -8920282.000000 Penalty: 3622.819824
	Iteration 11Q: 3 clusters Score -8920282 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
Score: -8920362.000000 Penalty: 3622.819824
	Iteration 12Q: 3 clusters Score -8920362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 69050 members 
Entering Unmasked Estep 
Score: -8920421.000000 Penalty: 3622.819824
	Iteration 13Q: 3 clusters Score -8920421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 69062 members 
Entering Unmasked Estep 
Score: -8920453.000000 Penalty: 3622.819824
	Iteration 14Q: 3 clusters Score -8920453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 69066 members 
Entering Unmasked Estep 
Score: -8920480.000000 Penalty: 3622.819824
	Iteration 15Q: 3 clusters Score -8920480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 69064 members 
Entering Unmasked Estep 
Score: -8920493.000000 Penalty: 3622.819824
	Iteration 16Q: 3 clusters Score -8920493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -8920496.000000 Penalty: 3622.819824
	Iteration 17Q: 3 clusters Score -8920496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -8920498.000000 Penalty: 3622.819824
	Iteration 18Q: 3 clusters Score -8920498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -8920507.000000 Penalty: 3622.819824
	Iteration 19Q: 3 clusters Score -8920507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 69075 members 
Entering Unmasked Estep 
Score: -8920507.000000 Penalty: 3622.819824
	Iteration 20F: 3 clusters Score -8920507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -8920514.000000 Penalty: 3622.819824
	Iteration 21Q: 3 clusters Score -8920514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -8920515.000000 Penalty: 3622.819824
	Iteration 22Q: 3 clusters Score -8920515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -8920515.000000 Penalty: 3622.819824
	Iteration 23Q: 3 clusters Score -8920515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -8920515.000000 Penalty: 3622.819824
	Iteration 24F: 3 clusters Score -8920515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (132233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132233 members 
Entering Unmasked Estep 
Score: -16901932.000000 Penalty: 1916.252197
	Iteration 0F: 2 clusters Score -1.690193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66116 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -16820210.000000 Penalty: 3832.504395
	Iteration 0F: 3 clusters Score -1.682021e+07 nChanged 63639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -16858226.000000 Penalty: 3832.504395
	Iteration 1F: 3 clusters Score -1.685823e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 61891 members 
Entering Unmasked Estep 
Score: -16859540.000000 Penalty: 3832.504395
	Iteration 2Q: 3 clusters Score -1.685954e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -16861604.000000 Penalty: 3832.504395
	Iteration 3Q: 3 clusters Score -1.68616e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -16864648.000000 Penalty: 3832.504395
	Iteration 4F: 3 clusters Score -1.686465e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83120 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -16868568.000000 Penalty: 3832.504395
	Iteration 5F: 3 clusters Score -1.686857e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -16873122.000000 Penalty: 3832.504395
	Iteration 6F: 3 clusters Score -1.687312e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96630 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -16878178.000000 Penalty: 3832.504395
	Iteration 7F: 3 clusters Score -1.687818e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -16882438.000000 Penalty: 3832.504395
	Iteration 8F: 3 clusters Score -1.688244e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108119 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -16886432.000000 Penalty: 3832.504395
	Iteration 9Q: 3 clusters Score -1.688643e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112422 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -16891700.000000 Penalty: 3832.504395
	Iteration 10Q: 3 clusters Score -1.68917e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116170 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -16895590.000000 Penalty: 3832.504395
	Iteration 11Q: 3 clusters Score -1.689559e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119607 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -16897988.000000 Penalty: 3832.504395
	Iteration 12Q: 3 clusters Score -1.689799e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122550 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -16899454.000000 Penalty: 3832.504395
	Iteration 13Q: 3 clusters Score -1.689945e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125104 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -16900290.000000 Penalty: 3832.504395
	Iteration 14Q: 3 clusters Score -1.690029e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127167 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -16900800.000000 Penalty: 3832.504395
	Iteration 15Q: 3 clusters Score -1.69008e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128712 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -16900968.000000 Penalty: 3832.504395
	Iteration 16Q: 3 clusters Score -1.690097e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129830 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -16900804.000000 Penalty: 3832.504395
	Iteration 17Q: 3 clusters Score -1.69008e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130625 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -16900638.000000 Penalty: 3832.504395
	Iteration 18Q: 3 clusters Score -1.690064e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131142 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -16900642.000000 Penalty: 3832.504395
	Iteration 19Q: 3 clusters Score -1.690064e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131456 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -16900596.000000 Penalty: 3832.504395
	Iteration 20F: 3 clusters Score -1.69006e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131614 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -16900534.000000 Penalty: 3832.504395
	Iteration 21Q: 3 clusters Score -1.690053e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131709 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -16900514.000000 Penalty: 3832.504395
	Iteration 22Q: 3 clusters Score -1.690051e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131764 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -16900534.000000 Penalty: 3832.504395
	Iteration 23Q: 3 clusters Score -1.690053e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131800 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -16900526.000000 Penalty: 3832.504395
	Iteration 24Q: 3 clusters Score -1.690053e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131825 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -16900540.000000 Penalty: 3832.504395
	Iteration 25Q: 3 clusters Score -1.690054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131844 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -16900544.000000 Penalty: 3832.504395
	Iteration 26Q: 3 clusters Score -1.690054e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131864 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -16900522.000000 Penalty: 3832.504395
	Iteration 27Q: 3 clusters Score -1.690052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131875 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -16900520.000000 Penalty: 3832.504395
	Iteration 28Q: 3 clusters Score -1.690052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131888 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -16900524.000000 Penalty: 3832.504395
	Iteration 29Q: 3 clusters Score -1.690052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131898 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -16900524.000000 Penalty: 3832.504395
	Iteration 30Q: 3 clusters Score -1.690052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131906 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -16900522.000000 Penalty: 3832.504395
	Iteration 31Q: 3 clusters Score -1.690052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131914 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16900532.000000 Penalty: 3832.504395
	Iteration 32Q: 3 clusters Score -1.690053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131921 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -16900534.000000 Penalty: 3832.504395
	Iteration 33Q: 3 clusters Score -1.690053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131927 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -16900546.000000 Penalty: 3832.504395
	Iteration 34Q: 3 clusters Score -1.690055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131931 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -16900552.000000 Penalty: 3832.504395
	Iteration 35Q: 3 clusters Score -1.690055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131934 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16900548.000000 Penalty: 3832.504395
	Iteration 36Q: 3 clusters Score -1.690055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131938 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -16900534.000000 Penalty: 3832.504395
	Iteration 37Q: 3 clusters Score -1.690053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131942 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16900550.000000 Penalty: 3832.504395
	Iteration 38Q: 3 clusters Score -1.690055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131946 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16900550.000000 Penalty: 3832.504395
	Iteration 39Q: 3 clusters Score -1.690055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131948 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16900554.000000 Penalty: 3832.504395
	Iteration 40F: 3 clusters Score -1.690055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131948 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16900570.000000 Penalty: 3832.504395
	Iteration 41Q: 3 clusters Score -1.690057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131948 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16900582.000000 Penalty: 3832.504395
	Iteration 42Q: 3 clusters Score -1.690058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131948 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16900588.000000 Penalty: 3832.504395
	Iteration 43Q: 3 clusters Score -1.690059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131949 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -16900592.000000 Penalty: 3832.504395
	Iteration 44Q: 3 clusters Score -1.690059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131950 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16900594.000000 Penalty: 3832.504395
	Iteration 45Q: 3 clusters Score -1.690059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131952 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16900592.000000 Penalty: 3832.504395
	Iteration 46Q: 3 clusters Score -1.690059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131953 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16900584.000000 Penalty: 3832.504395
	Iteration 47Q: 3 clusters Score -1.690058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131955 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16900590.000000 Penalty: 3832.504395
	Iteration 48Q: 3 clusters Score -1.690059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131955 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16900588.000000 Penalty: 3832.504395
	Iteration 49Q: 3 clusters Score -1.690059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131955 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16900588.000000 Penalty: 3832.504395
	Iteration 50F: 3 clusters Score -1.690059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Entering Unmasked Estep 
Score: -2243450.000000 Penalty: 1588.044434
	Iteration 0F: 2 clusters Score -2243450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2231383.250000 Penalty: 3176.088867
	Iteration 0F: 3 clusters Score -2231383 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2235740.250000 Penalty: 3176.088867
	Iteration 1F: 3 clusters Score -2235740 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2236130.250000 Penalty: 3176.088867
	Iteration 2F: 3 clusters Score -2236130 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2236569.500000 Penalty: 3176.088867
	Iteration 3F: 3 clusters Score -2236570 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2237137.500000 Penalty: 3176.088867
	Iteration 4F: 3 clusters Score -2237138 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2237845.500000 Penalty: 3176.088867
	Iteration 5F: 3 clusters Score -2237846 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2238693.500000 Penalty: 3176.088867
	Iteration 6F: 3 clusters Score -2238694 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2239534.750000 Penalty: 3176.088867
	Iteration 7F: 3 clusters Score -2239535 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2240296.750000 Penalty: 3176.088867
	Iteration 8F: 3 clusters Score -2240297 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2240860.000000 Penalty: 3176.088867
	Iteration 9Q: 3 clusters Score -2240860 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2241251.750000 Penalty: 3176.088867
	Iteration 10Q: 3 clusters Score -2241252 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2241490.750000 Penalty: 3176.088867
	Iteration 11Q: 3 clusters Score -2241491 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2241645.500000 Penalty: 3176.088867
	Iteration 12Q: 3 clusters Score -2241646 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2241769.250000 Penalty: 3176.088867
	Iteration 13Q: 3 clusters Score -2241769 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2241862.500000 Penalty: 3176.088867
	Iteration 14Q: 3 clusters Score -2241862 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2241919.500000 Penalty: 3176.088867
	Iteration 15Q: 3 clusters Score -2241920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2241950.250000 Penalty: 3176.088867
	Iteration 16Q: 3 clusters Score -2241950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2241979.500000 Penalty: 3176.088867
	Iteration 17Q: 3 clusters Score -2241980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2242000.000000 Penalty: 3176.088867
	Iteration 18Q: 3 clusters Score -2242000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2242008.500000 Penalty: 3176.088867
	Iteration 19Q: 3 clusters Score -2242008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2242021.500000 Penalty: 3176.088867
	Iteration 20F: 3 clusters Score -2242022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2242027.750000 Penalty: 3176.088867
	Iteration 21Q: 3 clusters Score -2242028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2242037.250000 Penalty: 3176.088867
	Iteration 22Q: 3 clusters Score -2242037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2242041.750000 Penalty: 3176.088867
	Iteration 23Q: 3 clusters Score -2242042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2242047.000000 Penalty: 3176.088867
	Iteration 24Q: 3 clusters Score -2242047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2242050.000000 Penalty: 3176.088867
	Iteration 25Q: 3 clusters Score -2242050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2242059.250000 Penalty: 3176.088867
	Iteration 26Q: 3 clusters Score -2242059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2242064.250000 Penalty: 3176.088867
	Iteration 27Q: 3 clusters Score -2242064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2242067.000000 Penalty: 3176.088867
	Iteration 28Q: 3 clusters Score -2242067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2242073.750000 Penalty: 3176.088867
	Iteration 29Q: 3 clusters Score -2242074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2242086.750000 Penalty: 3176.088867
	Iteration 30Q: 3 clusters Score -2242087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2242093.250000 Penalty: 3176.088867
	Iteration 31Q: 3 clusters Score -2242093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2242102.250000 Penalty: 3176.088867
	Iteration 32Q: 3 clusters Score -2242102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2242109.250000 Penalty: 3176.088867
	Iteration 33Q: 3 clusters Score -2242109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2242123.250000 Penalty: 3176.088867
	Iteration 34Q: 3 clusters Score -2242123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2242127.750000 Penalty: 3176.088867
	Iteration 35Q: 3 clusters Score -2242128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2242128.500000 Penalty: 3176.088867
	Iteration 36Q: 3 clusters Score -2242128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2242131.500000 Penalty: 3176.088867
	Iteration 37Q: 3 clusters Score -2242132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2242130.750000 Penalty: 3176.088867
	Iteration 38Q: 3 clusters Score -2242131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2242132.750000 Penalty: 3176.088867
	Iteration 39Q: 3 clusters Score -2242133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2242131.250000 Penalty: 3176.088867
	Iteration 40F: 3 clusters Score -2242131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2242131.750000 Penalty: 3176.088867
	Iteration 41Q: 3 clusters Score -2242132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2242136.000000 Penalty: 3176.088867
	Iteration 42Q: 3 clusters Score -2242136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2242137.250000 Penalty: 3176.088867
	Iteration 43Q: 3 clusters Score -2242137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2242140.000000 Penalty: 3176.088867
	Iteration 44Q: 3 clusters Score -2242140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2242138.750000 Penalty: 3176.088867
	Iteration 45Q: 3 clusters Score -2242139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2242139.750000 Penalty: 3176.088867
	Iteration 46Q: 3 clusters Score -2242140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2242139.250000 Penalty: 3176.088867
	Iteration 47Q: 3 clusters Score -2242139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2242141.000000 Penalty: 3176.088867
	Iteration 48Q: 3 clusters Score -2242141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2242142.500000 Penalty: 3176.088867
	Iteration 49Q: 3 clusters Score -2242142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2242144.000000 Penalty: 3176.088867
	Iteration 50Q: 3 clusters Score -2242144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2242144.000000 Penalty: 3176.088867
	Iteration 51F: 3 clusters Score -2242144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Entering Unmasked Estep 
Score: -898912.812500 Penalty: 1441.300171
	Iteration 0F: 2 clusters Score -898912.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -893644.250000 Penalty: 2882.600342
	Iteration 0F: 3 clusters Score -893644.2 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -895402.437500 Penalty: 2882.600342
	Iteration 1F: 3 clusters Score -895402.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -895810.750000 Penalty: 2882.600342
	Iteration 2F: 3 clusters Score -895810.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -896255.250000 Penalty: 2882.600342
	Iteration 3F: 3 clusters Score -896255.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -896672.625000 Penalty: 2882.600342
	Iteration 4F: 3 clusters Score -896672.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -897011.500000 Penalty: 2882.600342
	Iteration 5F: 3 clusters Score -897011.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -897254.875000 Penalty: 2882.600342
	Iteration 6F: 3 clusters Score -897254.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -897393.375000 Penalty: 2882.600342
	Iteration 7Q: 3 clusters Score -897393.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -897480.812500 Penalty: 2882.600342
	Iteration 8Q: 3 clusters Score -897480.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -897546.875000 Penalty: 2882.600342
	Iteration 9Q: 3 clusters Score -897546.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -897621.062500 Penalty: 2882.600342
	Iteration 10Q: 3 clusters Score -897621.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -897679.625000 Penalty: 2882.600342
	Iteration 11Q: 3 clusters Score -897679.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -897730.312500 Penalty: 2882.600342
	Iteration 12Q: 3 clusters Score -897730.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -897792.437500 Penalty: 2882.600342
	Iteration 13Q: 3 clusters Score -897792.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -897848.250000 Penalty: 2882.600342
	Iteration 14Q: 3 clusters Score -897848.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -897884.562500 Penalty: 2882.600342
	Iteration 15Q: 3 clusters Score -897884.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -897909.937500 Penalty: 2882.600342
	Iteration 16Q: 3 clusters Score -897909.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -897929.937500 Penalty: 2882.600342
	Iteration 17Q: 3 clusters Score -897929.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -897948.812500 Penalty: 2882.600342
	Iteration 18Q: 3 clusters Score -897948.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -897968.750000 Penalty: 2882.600342
	Iteration 19Q: 3 clusters Score -897968.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -897984.437500 Penalty: 2882.600342
	Iteration 20F: 3 clusters Score -897984.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -898005.000000 Penalty: 2882.600342
	Iteration 21Q: 3 clusters Score -898005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -898015.812500 Penalty: 2882.600342
	Iteration 22Q: 3 clusters Score -898015.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -898023.000000 Penalty: 2882.600342
	Iteration 23Q: 3 clusters Score -898023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -898035.687500 Penalty: 2882.600342
	Iteration 24Q: 3 clusters Score -898035.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -898046.375000 Penalty: 2882.600342
	Iteration 25Q: 3 clusters Score -898046.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -898058.062500 Penalty: 2882.600342
	Iteration 26Q: 3 clusters Score -898058.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -898069.687500 Penalty: 2882.600342
	Iteration 27Q: 3 clusters Score -898069.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -898084.375000 Penalty: 2882.600342
	Iteration 28Q: 3 clusters Score -898084.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -898095.625000 Penalty: 2882.600342
	Iteration 29Q: 3 clusters Score -898095.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -898106.812500 Penalty: 2882.600342
	Iteration 30Q: 3 clusters Score -898106.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -898117.625000 Penalty: 2882.600342
	Iteration 31Q: 3 clusters Score -898117.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -898131.500000 Penalty: 2882.600342
	Iteration 32Q: 3 clusters Score -898131.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -898141.125000 Penalty: 2882.600342
	Iteration 33Q: 3 clusters Score -898141.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -898147.375000 Penalty: 2882.600342
	Iteration 34Q: 3 clusters Score -898147.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -898155.250000 Penalty: 2882.600342
	Iteration 35Q: 3 clusters Score -898155.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -898163.437500 Penalty: 2882.600342
	Iteration 36Q: 3 clusters Score -898163.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -898168.187500 Penalty: 2882.600342
	Iteration 37Q: 3 clusters Score -898168.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -898177.375000 Penalty: 2882.600342
	Iteration 38Q: 3 clusters Score -898177.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -898188.625000 Penalty: 2882.600342
	Iteration 39Q: 3 clusters Score -898188.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -898191.312500 Penalty: 2882.600342
	Iteration 40F: 3 clusters Score -898191.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -898199.375000 Penalty: 2882.600342
	Iteration 41Q: 3 clusters Score -898199.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -898207.375000 Penalty: 2882.600342
	Iteration 42Q: 3 clusters Score -898207.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -898217.125000 Penalty: 2882.600342
	Iteration 43Q: 3 clusters Score -898217.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -898221.312500 Penalty: 2882.600342
	Iteration 44Q: 3 clusters Score -898221.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -898226.812500 Penalty: 2882.600342
	Iteration 45Q: 3 clusters Score -898226.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -898229.875000 Penalty: 2882.600342
	Iteration 46Q: 3 clusters Score -898229.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -898231.812500 Penalty: 2882.600342
	Iteration 47Q: 3 clusters Score -898231.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -898233.875000 Penalty: 2882.600342
	Iteration 48Q: 3 clusters Score -898233.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -898235.625000 Penalty: 2882.600342
	Iteration 49Q: 3 clusters Score -898235.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -898235.187500 Penalty: 2882.600342
	Iteration 50Q: 3 clusters Score -898235.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -898235.187500 Penalty: 2882.600342
	Iteration 51F: 3 clusters Score -898235.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (110660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110660 members 
Entering Unmasked Estep 
Score: -14029300.000000 Penalty: 1887.310425
	Iteration 0F: 2 clusters Score -1.40293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -13957115.000000 Penalty: 3774.620850
	Iteration 0F: 3 clusters Score -1.395712e+07 nChanged 52751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -13988320.000000 Penalty: 3774.620850
	Iteration 1F: 3 clusters Score -1.398832e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -13989683.000000 Penalty: 3774.620850
	Iteration 2Q: 3 clusters Score -1.398968e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -13991575.000000 Penalty: 3774.620850
	Iteration 3Q: 3 clusters Score -1.399158e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -13994640.000000 Penalty: 3774.620850
	Iteration 4F: 3 clusters Score -1.399464e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -13998885.000000 Penalty: 3774.620850
	Iteration 5F: 3 clusters Score -1.399888e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72263 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -14004241.000000 Penalty: 3774.620850
	Iteration 6F: 3 clusters Score -1.400424e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -14010147.000000 Penalty: 3774.620850
	Iteration 7F: 3 clusters Score -1.401015e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79682 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -14014323.000000 Penalty: 3774.620850
	Iteration 8F: 3 clusters Score -1.401432e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81940 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -14016972.000000 Penalty: 3774.620850
	Iteration 9Q: 3 clusters Score -1.401697e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -14018527.000000 Penalty: 3774.620850
	Iteration 10Q: 3 clusters Score -1.401853e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -14019728.000000 Penalty: 3774.620850
	Iteration 11Q: 3 clusters Score -1.401973e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87168 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -14020865.000000 Penalty: 3774.620850
	Iteration 12Q: 3 clusters Score -1.402086e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88610 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -14021698.000000 Penalty: 3774.620850
	Iteration 13Q: 3 clusters Score -1.40217e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -14022478.000000 Penalty: 3774.620850
	Iteration 14Q: 3 clusters Score -1.402248e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -14023174.000000 Penalty: 3774.620850
	Iteration 15Q: 3 clusters Score -1.402317e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -14023807.000000 Penalty: 3774.620850
	Iteration 16Q: 3 clusters Score -1.402381e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -14024212.000000 Penalty: 3774.620850
	Iteration 17Q: 3 clusters Score -1.402421e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94300 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -14024590.000000 Penalty: 3774.620850
	Iteration 18Q: 3 clusters Score -1.402459e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95124 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -14024828.000000 Penalty: 3774.620850
	Iteration 19Q: 3 clusters Score -1.402483e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95919 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -14025018.000000 Penalty: 3774.620850
	Iteration 20F: 3 clusters Score -1.402502e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96645 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -14025141.000000 Penalty: 3774.620850
	Iteration 21Q: 3 clusters Score -1.402514e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97339 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -14025259.000000 Penalty: 3774.620850
	Iteration 22Q: 3 clusters Score -1.402526e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98012 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -14025276.000000 Penalty: 3774.620850
	Iteration 23Q: 3 clusters Score -1.402528e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98644 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -14025384.000000 Penalty: 3774.620850
	Iteration 24Q: 3 clusters Score -1.402538e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -14025501.000000 Penalty: 3774.620850
	Iteration 25Q: 3 clusters Score -1.40255e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -14025604.000000 Penalty: 3774.620850
	Iteration 26Q: 3 clusters Score -1.40256e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100484 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -14025783.000000 Penalty: 3774.620850
	Iteration 27Q: 3 clusters Score -1.402578e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -14025858.000000 Penalty: 3774.620850
	Iteration 28Q: 3 clusters Score -1.402586e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -14025896.000000 Penalty: 3774.620850
	Iteration 29Q: 3 clusters Score -1.40259e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102141 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -14025988.000000 Penalty: 3774.620850
	Iteration 30Q: 3 clusters Score -1.402599e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -14026059.000000 Penalty: 3774.620850
	Iteration 31Q: 3 clusters Score -1.402606e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103090 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -14026124.000000 Penalty: 3774.620850
	Iteration 32Q: 3 clusters Score -1.402612e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -14026151.000000 Penalty: 3774.620850
	Iteration 33Q: 3 clusters Score -1.402615e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -14026240.000000 Penalty: 3774.620850
	Iteration 34Q: 3 clusters Score -1.402624e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104335 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -14026312.000000 Penalty: 3774.620850
	Iteration 35Q: 3 clusters Score -1.402631e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104694 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -14026368.000000 Penalty: 3774.620850
	Iteration 36Q: 3 clusters Score -1.402637e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105013 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -14026468.000000 Penalty: 3774.620850
	Iteration 37Q: 3 clusters Score -1.402647e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105317 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -14026523.000000 Penalty: 3774.620850
	Iteration 38Q: 3 clusters Score -1.402652e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105597 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -14026545.000000 Penalty: 3774.620850
	Iteration 39Q: 3 clusters Score -1.402654e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105892 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -14026597.000000 Penalty: 3774.620850
	Iteration 40F: 3 clusters Score -1.40266e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106184 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -14026625.000000 Penalty: 3774.620850
	Iteration 41Q: 3 clusters Score -1.402662e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106479 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -14026704.000000 Penalty: 3774.620850
	Iteration 42Q: 3 clusters Score -1.40267e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106774 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -14026786.000000 Penalty: 3774.620850
	Iteration 43Q: 3 clusters Score -1.402679e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107034 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -14026861.000000 Penalty: 3774.620850
	Iteration 44Q: 3 clusters Score -1.402686e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107266 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -14026882.000000 Penalty: 3774.620850
	Iteration 45Q: 3 clusters Score -1.402688e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107493 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -14026915.000000 Penalty: 3774.620850
	Iteration 46Q: 3 clusters Score -1.402692e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107703 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -14026923.000000 Penalty: 3774.620850
	Iteration 47Q: 3 clusters Score -1.402692e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -14026959.000000 Penalty: 3774.620850
	Iteration 48Q: 3 clusters Score -1.402696e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108059 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -14027041.000000 Penalty: 3774.620850
	Iteration 49Q: 3 clusters Score -1.402704e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108215 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -14027091.000000 Penalty: 3774.620850
	Iteration 50Q: 3 clusters Score -1.402709e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108351 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -14027156.000000 Penalty: 3774.620850
	Iteration 51Q: 3 clusters Score -1.402716e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108462 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -14027157.000000 Penalty: 3774.620850
	Iteration 52Q: 3 clusters Score -1.402716e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108570 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -14027172.000000 Penalty: 3774.620850
	Iteration 53Q: 3 clusters Score -1.402717e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108685 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -14027231.000000 Penalty: 3774.620850
	Iteration 54Q: 3 clusters Score -1.402723e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -14027266.000000 Penalty: 3774.620850
	Iteration 55Q: 3 clusters Score -1.402727e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108885 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -14027297.000000 Penalty: 3774.620850
	Iteration 56Q: 3 clusters Score -1.40273e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108974 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -14027326.000000 Penalty: 3774.620850
	Iteration 57Q: 3 clusters Score -1.402733e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109057 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -14027349.000000 Penalty: 3774.620850
	Iteration 58Q: 3 clusters Score -1.402735e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109124 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -14027364.000000 Penalty: 3774.620850
	Iteration 59Q: 3 clusters Score -1.402736e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109188 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -14027407.000000 Penalty: 3774.620850
	Iteration 60F: 3 clusters Score -1.402741e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109254 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -14027418.000000 Penalty: 3774.620850
	Iteration 61Q: 3 clusters Score -1.402742e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -14027422.000000 Penalty: 3774.620850
	Iteration 62Q: 3 clusters Score -1.402742e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109350 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -14027449.000000 Penalty: 3774.620850
	Iteration 63Q: 3 clusters Score -1.402745e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109383 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -14027455.000000 Penalty: 3774.620850
	Iteration 64Q: 3 clusters Score -1.402746e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109410 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -14027473.000000 Penalty: 3774.620850
	Iteration 65Q: 3 clusters Score -1.402747e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109438 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -14027511.000000 Penalty: 3774.620850
	Iteration 66Q: 3 clusters Score -1.402751e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109467 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -14027517.000000 Penalty: 3774.620850
	Iteration 67Q: 3 clusters Score -1.402752e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -14027518.000000 Penalty: 3774.620850
	Iteration 68Q: 3 clusters Score -1.402752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109512 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -14027531.000000 Penalty: 3774.620850
	Iteration 69Q: 3 clusters Score -1.402753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109526 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -14027501.000000 Penalty: 3774.620850
	Iteration 70Q: 3 clusters Score -1.40275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109539 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -14027517.000000 Penalty: 3774.620850
	Iteration 71Q: 3 clusters Score -1.402752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109553 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -14027524.000000 Penalty: 3774.620850
	Iteration 72Q: 3 clusters Score -1.402752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109571 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -14027527.000000 Penalty: 3774.620850
	Iteration 73Q: 3 clusters Score -1.402753e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109594 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -14027535.000000 Penalty: 3774.620850
	Iteration 74Q: 3 clusters Score -1.402754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109615 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -14027541.000000 Penalty: 3774.620850
	Iteration 75Q: 3 clusters Score -1.402754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109632 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -14027551.000000 Penalty: 3774.620850
	Iteration 76Q: 3 clusters Score -1.402755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109642 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -14027555.000000 Penalty: 3774.620850
	Iteration 77Q: 3 clusters Score -1.402756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109646 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -14027552.000000 Penalty: 3774.620850
	Iteration 78Q: 3 clusters Score -1.402755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109651 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -14027554.000000 Penalty: 3774.620850
	Iteration 79Q: 3 clusters Score -1.402755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109657 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -14027547.000000 Penalty: 3774.620850
	Iteration 80F: 3 clusters Score -1.402755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109665 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -14027550.000000 Penalty: 3774.620850
	Iteration 81Q: 3 clusters Score -1.402755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109672 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -14027552.000000 Penalty: 3774.620850
	Iteration 82Q: 3 clusters Score -1.402755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109679 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -14027547.000000 Penalty: 3774.620850
	Iteration 83Q: 3 clusters Score -1.402755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109689 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -14027558.000000 Penalty: 3774.620850
	Iteration 84Q: 3 clusters Score -1.402756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109695 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -14027569.000000 Penalty: 3774.620850
	Iteration 85Q: 3 clusters Score -1.402757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109699 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -14027567.000000 Penalty: 3774.620850
	Iteration 86Q: 3 clusters Score -1.402757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109703 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -14027583.000000 Penalty: 3774.620850
	Iteration 87Q: 3 clusters Score -1.402758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109708 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -14027586.000000 Penalty: 3774.620850
	Iteration 88Q: 3 clusters Score -1.402759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109712 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -14027587.000000 Penalty: 3774.620850
	Iteration 89Q: 3 clusters Score -1.402759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109716 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -14027598.000000 Penalty: 3774.620850
	Iteration 90Q: 3 clusters Score -1.40276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109722 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -14027604.000000 Penalty: 3774.620850
	Iteration 91Q: 3 clusters Score -1.40276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109728 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -14027596.000000 Penalty: 3774.620850
	Iteration 92Q: 3 clusters Score -1.40276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109733 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -14027606.000000 Penalty: 3774.620850
	Iteration 93Q: 3 clusters Score -1.402761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109738 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -14027610.000000 Penalty: 3774.620850
	Iteration 94Q: 3 clusters Score -1.402761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109745 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -14027622.000000 Penalty: 3774.620850
	Iteration 95Q: 3 clusters Score -1.402762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109754 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -14027627.000000 Penalty: 3774.620850
	Iteration 96Q: 3 clusters Score -1.402763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109759 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -14027633.000000 Penalty: 3774.620850
	Iteration 97Q: 3 clusters Score -1.402763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109766 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -14027627.000000 Penalty: 3774.620850
	Iteration 98Q: 3 clusters Score -1.402763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109769 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -14027630.000000 Penalty: 3774.620850
	Iteration 99Q: 3 clusters Score -1.402763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109771 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -14027619.000000 Penalty: 3774.620850
	Iteration 100F: 3 clusters Score -1.402762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109772 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -14027620.000000 Penalty: 3774.620850
	Iteration 101Q: 3 clusters Score -1.402762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109772 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -14027620.000000 Penalty: 3774.620850
	Iteration 102F: 3 clusters Score -1.402762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Entering Unmasked Estep 
Score: -1139582.875000 Penalty: 1486.296753
	Iteration 0F: 2 clusters Score -1139583 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 4735 members 
Entering Unmasked Estep 
Score: -1132812.625000 Penalty: 2972.593506
	Iteration 0F: 3 clusters Score -1132813 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1135132.250000 Penalty: 2972.593506
	Iteration 1F: 3 clusters Score -1135132 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1135601.375000 Penalty: 2972.593506
	Iteration 2F: 3 clusters Score -1135601 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1136167.875000 Penalty: 2972.593506
	Iteration 3F: 3 clusters Score -1136168 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1136750.000000 Penalty: 2972.593506
	Iteration 4F: 3 clusters Score -1136750 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1137345.625000 Penalty: 2972.593506
	Iteration 5F: 3 clusters Score -1137346 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1137840.500000 Penalty: 2972.593506
	Iteration 6F: 3 clusters Score -1137840 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1138228.125000 Penalty: 2972.593506
	Iteration 7Q: 3 clusters Score -1138228 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1138507.250000 Penalty: 2972.593506
	Iteration 8Q: 3 clusters Score -1138507 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1138703.875000 Penalty: 2972.593506
	Iteration 9Q: 3 clusters Score -1138704 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1138832.000000 Penalty: 2972.593506
	Iteration 10Q: 3 clusters Score -1138832 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1138910.875000 Penalty: 2972.593506
	Iteration 11Q: 3 clusters Score -1138911 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1138962.375000 Penalty: 2972.593506
	Iteration 12Q: 3 clusters Score -1138962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1138992.125000 Penalty: 2972.593506
	Iteration 13Q: 3 clusters Score -1138992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1139008.750000 Penalty: 2972.593506
	Iteration 14Q: 3 clusters Score -1139009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1139018.500000 Penalty: 2972.593506
	Iteration 15Q: 3 clusters Score -1139018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1139026.875000 Penalty: 2972.593506
	Iteration 16Q: 3 clusters Score -1139027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1139032.250000 Penalty: 2972.593506
	Iteration 17Q: 3 clusters Score -1139032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1139041.750000 Penalty: 2972.593506
	Iteration 18Q: 3 clusters Score -1139042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1139045.375000 Penalty: 2972.593506
	Iteration 19Q: 3 clusters Score -1139045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1139050.625000 Penalty: 2972.593506
	Iteration 20F: 3 clusters Score -1139051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1139054.375000 Penalty: 2972.593506
	Iteration 21Q: 3 clusters Score -1139054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1139056.750000 Penalty: 2972.593506
	Iteration 22Q: 3 clusters Score -1139057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1139055.000000 Penalty: 2972.593506
	Iteration 23Q: 3 clusters Score -1139055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1139055.000000 Penalty: 2972.593506
	Iteration 24F: 3 clusters Score -1139055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Entering Unmasked Estep 
Score: -584643.500000 Penalty: 1397.030762
	Iteration 0F: 2 clusters Score -584643.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -580419.625000 Penalty: 2794.061523
	Iteration 0F: 3 clusters Score -580419.6 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -582185.625000 Penalty: 2794.061523
	Iteration 1F: 3 clusters Score -582185.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -583207.187500 Penalty: 2794.061523
	Iteration 2F: 3 clusters Score -583207.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -584442.500000 Penalty: 2794.061523
	Iteration 3F: 3 clusters Score -584442.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -585495.187500 Penalty: 2794.061523
	Iteration 4F: 3 clusters Score -585495.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -585962.875000 Penalty: 2794.061523
	Iteration 5F: 3 clusters Score -585962.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -586108.250000 Penalty: 2794.061523
	Iteration 6Q: 3 clusters Score -586108.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -586153.250000 Penalty: 2794.061523
	Iteration 7Q: 3 clusters Score -586153.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -586169.125000 Penalty: 2794.061523
	Iteration 8Q: 3 clusters Score -586169.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -586178.937500 Penalty: 2794.061523
	Iteration 9Q: 3 clusters Score -586178.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -586185.312500 Penalty: 2794.061523
	Iteration 10Q: 3 clusters Score -586185.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -586187.125000 Penalty: 2794.061523
	Iteration 11Q: 3 clusters Score -586187.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -586188.125000 Penalty: 2794.061523
	Iteration 12Q: 3 clusters Score -586188.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -586189.812500 Penalty: 2794.061523
	Iteration 13Q: 3 clusters Score -586189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -586189.187500 Penalty: 2794.061523
	Iteration 14Q: 3 clusters Score -586189.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -586189.125000 Penalty: 2794.061523
	Iteration 15Q: 3 clusters Score -586189.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -586188.562500 Penalty: 2794.061523
	Iteration 16Q: 3 clusters Score -586188.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -586189.437500 Penalty: 2794.061523
	Iteration 17Q: 3 clusters Score -586189.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -586190.125000 Penalty: 2794.061523
	Iteration 18Q: 3 clusters Score -586190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -586190.125000 Penalty: 2794.061523
	Iteration 19F: 3 clusters Score -586190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 132233 members 
Mstep: Class 3 contains 17546 members 
Mstep: Class 4 contains 7112 members 
Mstep: Class 5 contains 110660 members 
Mstep: Class 6 contains 9381 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 54400 members 
Mstep: Class 10 contains 1282 members 
Mstep: Class 11 contains 81413 members 
Mstep: Class 12 contains 122911 members 
Mstep: Class 13 contains 51055 members 
Mstep: Class 14 contains 5552 members 
Mstep: Class 15 contains 8112 members 
Mstep: Class 16 contains 8188 members 
Mstep: Class 17 contains 6872 members 
Mstep: Class 18 contains 7720 members 
Mstep: Class 19 contains 22924 members 
Mstep: Class 20 contains 59617 members 
Mstep: Class 21 contains 5215 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 20556 members 
Mstep: Class 24 contains 42327 members 
Mstep: Class 25 contains 4646 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 16763 members 
Mstep: Class 29 contains 2465 members 
Mstep: Class 30 contains 419 members 
Mstep: Class 31 contains 3430 members 
Entering Unmasked Estep 
Score: -108904576.000000 Penalty: 68979.507812
Splitting cluster 7 changes total score from -108903912.000000 to -108904576.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 8 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -493855.156250 Penalty: 1344.790039
	Iteration 0F: 2 clusters Score -493855.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -490574.312500 Penalty: 2689.580078
	Iteration 0F: 3 clusters Score -490574.3 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -491465.062500 Penalty: 2689.580078
	Iteration 1F: 3 clusters Score -491465.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -491714.406250 Penalty: 2689.580078
	Iteration 2F: 3 clusters Score -491714.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -491936.218750 Penalty: 2689.580078
	Iteration 3F: 3 clusters Score -491936.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -492180.593750 Penalty: 2689.580078
	Iteration 4F: 3 clusters Score -492180.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -492384.062500 Penalty: 2689.580078
	Iteration 5F: 3 clusters Score -492384.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -492527.312500 Penalty: 2689.580078
	Iteration 6Q: 3 clusters Score -492527.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -492649.937500 Penalty: 2689.580078
	Iteration 7Q: 3 clusters Score -492649.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -492760.812500 Penalty: 2689.580078
	Iteration 8Q: 3 clusters Score -492760.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -492848.750000 Penalty: 2689.580078
	Iteration 9Q: 3 clusters Score -492848.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -492910.812500 Penalty: 2689.580078
	Iteration 10Q: 3 clusters Score -492910.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -492945.062500 Penalty: 2689.580078
	Iteration 11Q: 3 clusters Score -492945.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -492960.906250 Penalty: 2689.580078
	Iteration 12Q: 3 clusters Score -492960.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -492974.218750 Penalty: 2689.580078
	Iteration 13Q: 3 clusters Score -492974.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -492984.906250 Penalty: 2689.580078
	Iteration 14Q: 3 clusters Score -492984.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -492990.406250 Penalty: 2689.580078
	Iteration 15Q: 3 clusters Score -492990.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -492996.375000 Penalty: 2689.580078
	Iteration 16Q: 3 clusters Score -492996.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -493001.125000 Penalty: 2689.580078
	Iteration 17Q: 3 clusters Score -493001.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -493005.281250 Penalty: 2689.580078
	Iteration 18Q: 3 clusters Score -493005.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -493009.437500 Penalty: 2689.580078
	Iteration 19Q: 3 clusters Score -493009.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -493012.250000 Penalty: 2689.580078
	Iteration 20F: 3 clusters Score -493012.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -493012.968750 Penalty: 2689.580078
	Iteration 21Q: 3 clusters Score -493013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -493014.062500 Penalty: 2689.580078
	Iteration 22Q: 3 clusters Score -493014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -493014.781250 Penalty: 2689.580078
	Iteration 23Q: 3 clusters Score -493014.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -493014.781250 Penalty: 2689.580078
	Iteration 24F: 3 clusters Score -493014.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Entering Unmasked Estep 
Score: -6379202.500000 Penalty: 1771.919434
	Iteration 0F: 2 clusters Score -6379202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -6342617.000000 Penalty: 3543.838867
	Iteration 0F: 3 clusters Score -6342617 nChanged 25880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -6357935.500000 Penalty: 3543.838867
	Iteration 1F: 3 clusters Score -6357936 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -6359254.000000 Penalty: 3543.838867
	Iteration 2F: 3 clusters Score -6359254 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -6360911.000000 Penalty: 3543.838867
	Iteration 3F: 3 clusters Score -6360911 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -6362941.500000 Penalty: 3543.838867
	Iteration 4F: 3 clusters Score -6362942 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -6365116.500000 Penalty: 3543.838867
	Iteration 5F: 3 clusters Score -6365116 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -6367207.500000 Penalty: 3543.838867
	Iteration 6F: 3 clusters Score -6367208 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -6368874.500000 Penalty: 3543.838867
	Iteration 7F: 3 clusters Score -6368874 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -6370193.000000 Penalty: 3543.838867
	Iteration 8Q: 3 clusters Score -6370193 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -6371206.000000 Penalty: 3543.838867
	Iteration 9Q: 3 clusters Score -6371206 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -6371903.500000 Penalty: 3543.838867
	Iteration 10Q: 3 clusters Score -6371904 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -6372479.500000 Penalty: 3543.838867
	Iteration 11Q: 3 clusters Score -6372480 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -6373012.500000 Penalty: 3543.838867
	Iteration 12Q: 3 clusters Score -6373012 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -6373439.000000 Penalty: 3543.838867
	Iteration 13Q: 3 clusters Score -6373439 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -6373819.000000 Penalty: 3543.838867
	Iteration 14Q: 3 clusters Score -6373819 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -6374039.500000 Penalty: 3543.838867
	Iteration 15Q: 3 clusters Score -6374040 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -6374299.500000 Penalty: 3543.838867
	Iteration 16Q: 3 clusters Score -6374300 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -6374517.500000 Penalty: 3543.838867
	Iteration 17Q: 3 clusters Score -6374518 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -6374724.500000 Penalty: 3543.838867
	Iteration 18Q: 3 clusters Score -6374724 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -6374933.000000 Penalty: 3543.838867
	Iteration 19Q: 3 clusters Score -6374933 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -6375148.000000 Penalty: 3543.838867
	Iteration 20F: 3 clusters Score -6375148 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -6375403.500000 Penalty: 3543.838867
	Iteration 21Q: 3 clusters Score -6375404 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -6375724.000000 Penalty: 3543.838867
	Iteration 22Q: 3 clusters Score -6375724 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -6376025.000000 Penalty: 3543.838867
	Iteration 23Q: 3 clusters Score -6376025 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -6376288.500000 Penalty: 3543.838867
	Iteration 24Q: 3 clusters Score -6376288 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -6376589.500000 Penalty: 3543.838867
	Iteration 25Q: 3 clusters Score -6376590 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -6376866.000000 Penalty: 3543.838867
	Iteration 26Q: 3 clusters Score -6376866 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -6377149.500000 Penalty: 3543.838867
	Iteration 27Q: 3 clusters Score -6377150 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -6377362.500000 Penalty: 3543.838867
	Iteration 28Q: 3 clusters Score -6377362 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -6377548.000000 Penalty: 3543.838867
	Iteration 29Q: 3 clusters Score -6377548 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -6377708.500000 Penalty: 3543.838867
	Iteration 30Q: 3 clusters Score -6377708 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -6377877.000000 Penalty: 3543.838867
	Iteration 31Q: 3 clusters Score -6377877 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -6377932.500000 Penalty: 3543.838867
	Iteration 32Q: 3 clusters Score -6377932 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -6377988.000000 Penalty: 3543.838867
	Iteration 33Q: 3 clusters Score -6377988 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -6378040.000000 Penalty: 3543.838867
	Iteration 34Q: 3 clusters Score -6378040 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -6378045.000000 Penalty: 3543.838867
	Iteration 35Q: 3 clusters Score -6378045 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -6378061.500000 Penalty: 3543.838867
	Iteration 36Q: 3 clusters Score -6378062 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -6378106.500000 Penalty: 3543.838867
	Iteration 37Q: 3 clusters Score -6378106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -6378132.000000 Penalty: 3543.838867
	Iteration 38Q: 3 clusters Score -6378132 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -6378157.000000 Penalty: 3543.838867
	Iteration 39Q: 3 clusters Score -6378157 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -6378183.000000 Penalty: 3543.838867
	Iteration 40F: 3 clusters Score -6378183 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -6378195.500000 Penalty: 3543.838867
	Iteration 41Q: 3 clusters Score -6378196 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -6378207.500000 Penalty: 3543.838867
	Iteration 42Q: 3 clusters Score -6378208 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -6378231.000000 Penalty: 3543.838867
	Iteration 43Q: 3 clusters Score -6378231 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -6378250.000000 Penalty: 3543.838867
	Iteration 44Q: 3 clusters Score -6378250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -6378258.000000 Penalty: 3543.838867
	Iteration 45Q: 3 clusters Score -6378258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -6378277.000000 Penalty: 3543.838867
	Iteration 46Q: 3 clusters Score -6378277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -6378285.500000 Penalty: 3543.838867
	Iteration 47Q: 3 clusters Score -6378286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -6378280.500000 Penalty: 3543.838867
	Iteration 48Q: 3 clusters Score -6378280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -6378283.500000 Penalty: 3543.838867
	Iteration 49Q: 3 clusters Score -6378284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -6378284.000000 Penalty: 3543.838867
	Iteration 50Q: 3 clusters Score -6378284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -6378289.500000 Penalty: 3543.838867
	Iteration 51Q: 3 clusters Score -6378290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -6378288.500000 Penalty: 3543.838867
	Iteration 52Q: 3 clusters Score -6378288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -6378293.500000 Penalty: 3543.838867
	Iteration 53Q: 3 clusters Score -6378294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -6378289.500000 Penalty: 3543.838867
	Iteration 54Q: 3 clusters Score -6378290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -6378292.000000 Penalty: 3543.838867
	Iteration 55Q: 3 clusters Score -6378292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -6378290.000000 Penalty: 3543.838867
	Iteration 56Q: 3 clusters Score -6378290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -6378292.000000 Penalty: 3543.838867
	Iteration 57Q: 3 clusters Score -6378292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -6378290.000000 Penalty: 3543.838867
	Iteration 58Q: 3 clusters Score -6378290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -6378286.000000 Penalty: 3543.838867
	Iteration 59Q: 3 clusters Score -6378286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -6378286.000000 Penalty: 3543.838867
	Iteration 60F: 3 clusters Score -6378286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -156310.421875 Penalty: 1162.878662
	Iteration 0F: 2 clusters Score -156310.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -154674.062500 Penalty: 2325.757324
	Iteration 0F: 3 clusters Score -154674.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -154981.859375 Penalty: 2325.757324
	Iteration 1F: 3 clusters Score -154981.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -155069.203125 Penalty: 2325.757324
	Iteration 2F: 3 clusters Score -155069.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -155126.609375 Penalty: 2325.757324
	Iteration 3F: 3 clusters Score -155126.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -155161.484375 Penalty: 2325.757324
	Iteration 4Q: 3 clusters Score -155161.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -155180.093750 Penalty: 2325.757324
	Iteration 5Q: 3 clusters Score -155180.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -155185.687500 Penalty: 2325.757324
	Iteration 6Q: 3 clusters Score -155185.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -155190.250000 Penalty: 2325.757324
	Iteration 7Q: 3 clusters Score -155190.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -155194.968750 Penalty: 2325.757324
	Iteration 8Q: 3 clusters Score -155195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -155197.265625 Penalty: 2325.757324
	Iteration 9Q: 3 clusters Score -155197.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -155200.031250 Penalty: 2325.757324
	Iteration 10Q: 3 clusters Score -155200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -155200.734375 Penalty: 2325.757324
	Iteration 11Q: 3 clusters Score -155200.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -155201.406250 Penalty: 2325.757324
	Iteration 12Q: 3 clusters Score -155201.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -155202.046875 Penalty: 2325.757324
	Iteration 13Q: 3 clusters Score -155202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -155202.406250 Penalty: 2325.757324
	Iteration 14Q: 3 clusters Score -155202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -155202.406250 Penalty: 2325.757324
	Iteration 15F: 3 clusters Score -155202.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Entering Unmasked Estep 
Score: -10264555.000000 Penalty: 1837.434692
	Iteration 0F: 2 clusters Score -1.026456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -10210201.000000 Penalty: 3674.869385
	Iteration 0F: 3 clusters Score -1.02102e+07 nChanged 38880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -10233307.000000 Penalty: 3674.869385
	Iteration 1F: 3 clusters Score -1.023331e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -10235020.000000 Penalty: 3674.869385
	Iteration 2Q: 3 clusters Score -1.023502e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -10237220.000000 Penalty: 3674.869385
	Iteration 3F: 3 clusters Score -1.023722e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -10239536.000000 Penalty: 3674.869385
	Iteration 4F: 3 clusters Score -1.023954e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -10241864.000000 Penalty: 3674.869385
	Iteration 5F: 3 clusters Score -1.024186e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -10244007.000000 Penalty: 3674.869385
	Iteration 6F: 3 clusters Score -1.024401e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -10245970.000000 Penalty: 3674.869385
	Iteration 7F: 3 clusters Score -1.024597e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -10247647.000000 Penalty: 3674.869385
	Iteration 8Q: 3 clusters Score -1.024765e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -10249330.000000 Penalty: 3674.869385
	Iteration 9Q: 3 clusters Score -1.024933e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -10251027.000000 Penalty: 3674.869385
	Iteration 10Q: 3 clusters Score -1.025103e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -10252590.000000 Penalty: 3674.869385
	Iteration 11Q: 3 clusters Score -1.025259e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -10253530.000000 Penalty: 3674.869385
	Iteration 12Q: 3 clusters Score -1.025353e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -10254185.000000 Penalty: 3674.869385
	Iteration 13Q: 3 clusters Score -1.025418e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -10254585.000000 Penalty: 3674.869385
	Iteration 14Q: 3 clusters Score -1.025458e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -10254895.000000 Penalty: 3674.869385
	Iteration 15Q: 3 clusters Score -1.02549e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -10255228.000000 Penalty: 3674.869385
	Iteration 16Q: 3 clusters Score -1.025523e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -10255459.000000 Penalty: 3674.869385
	Iteration 17Q: 3 clusters Score -1.025546e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -10255729.000000 Penalty: 3674.869385
	Iteration 18Q: 3 clusters Score -1.025573e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -10255967.000000 Penalty: 3674.869385
	Iteration 19Q: 3 clusters Score -1.025597e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -10256149.000000 Penalty: 3674.869385
	Iteration 20F: 3 clusters Score -1.025615e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -10256318.000000 Penalty: 3674.869385
	Iteration 21Q: 3 clusters Score -1.025632e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -10256455.000000 Penalty: 3674.869385
	Iteration 22Q: 3 clusters Score -1.025646e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -10256620.000000 Penalty: 3674.869385
	Iteration 23Q: 3 clusters Score -1.025662e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -10256747.000000 Penalty: 3674.869385
	Iteration 24Q: 3 clusters Score -1.025675e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -10256874.000000 Penalty: 3674.869385
	Iteration 25Q: 3 clusters Score -1.025687e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -10257001.000000 Penalty: 3674.869385
	Iteration 26Q: 3 clusters Score -1.0257e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -10257106.000000 Penalty: 3674.869385
	Iteration 27Q: 3 clusters Score -1.025711e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -10257299.000000 Penalty: 3674.869385
	Iteration 28Q: 3 clusters Score -1.02573e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -10257469.000000 Penalty: 3674.869385
	Iteration 29Q: 3 clusters Score -1.025747e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -10257605.000000 Penalty: 3674.869385
	Iteration 30Q: 3 clusters Score -1.02576e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -10257750.000000 Penalty: 3674.869385
	Iteration 31Q: 3 clusters Score -1.025775e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60872 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -10257916.000000 Penalty: 3674.869385
	Iteration 32Q: 3 clusters Score -1.025792e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -10258136.000000 Penalty: 3674.869385
	Iteration 33Q: 3 clusters Score -1.025814e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -10258367.000000 Penalty: 3674.869385
	Iteration 34Q: 3 clusters Score -1.025837e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -10258583.000000 Penalty: 3674.869385
	Iteration 35Q: 3 clusters Score -1.025858e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63501 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -10258870.000000 Penalty: 3674.869385
	Iteration 36Q: 3 clusters Score -1.025887e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64198 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -10259132.000000 Penalty: 3674.869385
	Iteration 37Q: 3 clusters Score -1.025913e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -10259353.000000 Penalty: 3674.869385
	Iteration 38Q: 3 clusters Score -1.025935e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -10259651.000000 Penalty: 3674.869385
	Iteration 39Q: 3 clusters Score -1.025965e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -10260002.000000 Penalty: 3674.869385
	Iteration 40F: 3 clusters Score -1.026e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -10260345.000000 Penalty: 3674.869385
	Iteration 41Q: 3 clusters Score -1.026034e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67809 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -10260797.000000 Penalty: 3674.869385
	Iteration 42Q: 3 clusters Score -1.02608e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -10261232.000000 Penalty: 3674.869385
	Iteration 43Q: 3 clusters Score -1.026123e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -10261573.000000 Penalty: 3674.869385
	Iteration 44Q: 3 clusters Score -1.026157e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70090 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -10262020.000000 Penalty: 3674.869385
	Iteration 45Q: 3 clusters Score -1.026202e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -10262368.000000 Penalty: 3674.869385
	Iteration 46Q: 3 clusters Score -1.026237e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -10262750.000000 Penalty: 3674.869385
	Iteration 47Q: 3 clusters Score -1.026275e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -10262946.000000 Penalty: 3674.869385
	Iteration 48Q: 3 clusters Score -1.026295e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72545 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -10263164.000000 Penalty: 3674.869385
	Iteration 49Q: 3 clusters Score -1.026316e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -10263333.000000 Penalty: 3674.869385
	Iteration 50Q: 3 clusters Score -1.026333e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73411 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -10263478.000000 Penalty: 3674.869385
	Iteration 51Q: 3 clusters Score -1.026348e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73788 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -10263613.000000 Penalty: 3674.869385
	Iteration 52Q: 3 clusters Score -1.026361e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74124 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -10263743.000000 Penalty: 3674.869385
	Iteration 53Q: 3 clusters Score -1.026374e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -10263809.000000 Penalty: 3674.869385
	Iteration 54Q: 3 clusters Score -1.026381e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74730 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -10263893.000000 Penalty: 3674.869385
	Iteration 55Q: 3 clusters Score -1.026389e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75020 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -10263974.000000 Penalty: 3674.869385
	Iteration 56Q: 3 clusters Score -1.026397e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -10264003.000000 Penalty: 3674.869385
	Iteration 57Q: 3 clusters Score -1.0264e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75464 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -10264047.000000 Penalty: 3674.869385
	Iteration 58Q: 3 clusters Score -1.026405e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -10264088.000000 Penalty: 3674.869385
	Iteration 59Q: 3 clusters Score -1.026409e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75810 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -10264094.000000 Penalty: 3674.869385
	Iteration 60F: 3 clusters Score -1.026409e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75948 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -10264109.000000 Penalty: 3674.869385
	Iteration 61Q: 3 clusters Score -1.026411e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -10264132.000000 Penalty: 3674.869385
	Iteration 62Q: 3 clusters Score -1.026413e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -10264137.000000 Penalty: 3674.869385
	Iteration 63Q: 3 clusters Score -1.026414e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76311 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -10264147.000000 Penalty: 3674.869385
	Iteration 64Q: 3 clusters Score -1.026415e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -10264186.000000 Penalty: 3674.869385
	Iteration 65Q: 3 clusters Score -1.026419e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -10264200.000000 Penalty: 3674.869385
	Iteration 66Q: 3 clusters Score -1.02642e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76637 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -10264211.000000 Penalty: 3674.869385
	Iteration 67Q: 3 clusters Score -1.026421e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -10264224.000000 Penalty: 3674.869385
	Iteration 68Q: 3 clusters Score -1.026422e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -10264239.000000 Penalty: 3674.869385
	Iteration 69Q: 3 clusters Score -1.026424e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -10264255.000000 Penalty: 3674.869385
	Iteration 70Q: 3 clusters Score -1.026426e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76951 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -10264245.000000 Penalty: 3674.869385
	Iteration 71Q: 3 clusters Score -1.026424e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77006 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -10264274.000000 Penalty: 3674.869385
	Iteration 72Q: 3 clusters Score -1.026427e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -10264274.000000 Penalty: 3674.869385
	Iteration 73Q: 3 clusters Score -1.026427e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77078 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -10264287.000000 Penalty: 3674.869385
	Iteration 74Q: 3 clusters Score -1.026429e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -10264283.000000 Penalty: 3674.869385
	Iteration 75Q: 3 clusters Score -1.026428e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77146 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -10264284.000000 Penalty: 3674.869385
	Iteration 76Q: 3 clusters Score -1.026428e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -10264274.000000 Penalty: 3674.869385
	Iteration 77Q: 3 clusters Score -1.026427e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -10264273.000000 Penalty: 3674.869385
	Iteration 78Q: 3 clusters Score -1.026427e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -10264275.000000 Penalty: 3674.869385
	Iteration 79Q: 3 clusters Score -1.026428e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77257 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -10264274.000000 Penalty: 3674.869385
	Iteration 80F: 3 clusters Score -1.026427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77277 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -10264279.000000 Penalty: 3674.869385
	Iteration 81Q: 3 clusters Score -1.026428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77290 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -10264287.000000 Penalty: 3674.869385
	Iteration 82Q: 3 clusters Score -1.026429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77306 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -10264289.000000 Penalty: 3674.869385
	Iteration 83Q: 3 clusters Score -1.026429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77318 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -10264289.000000 Penalty: 3674.869385
	Iteration 84Q: 3 clusters Score -1.026429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -10264298.000000 Penalty: 3674.869385
	Iteration 85Q: 3 clusters Score -1.02643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77334 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -10264295.000000 Penalty: 3674.869385
	Iteration 86Q: 3 clusters Score -1.02643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -10264291.000000 Penalty: 3674.869385
	Iteration 87Q: 3 clusters Score -1.026429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -10264304.000000 Penalty: 3674.869385
	Iteration 88Q: 3 clusters Score -1.02643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -10264303.000000 Penalty: 3674.869385
	Iteration 89Q: 3 clusters Score -1.02643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77360 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -10264303.000000 Penalty: 3674.869385
	Iteration 90Q: 3 clusters Score -1.02643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -10264299.000000 Penalty: 3674.869385
	Iteration 91Q: 3 clusters Score -1.02643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -10264299.000000 Penalty: 3674.869385
	Iteration 92F: 3 clusters Score -1.02643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (122911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122911 members 
Entering Unmasked Estep 
Score: -15670462.000000 Penalty: 1904.372559
	Iteration 0F: 2 clusters Score -1.567046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -15591805.000000 Penalty: 3808.745117
	Iteration 0F: 3 clusters Score -1.55918e+07 nChanged 58910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 58207 members 
Entering Unmasked Estep 
Score: -15626212.000000 Penalty: 3808.745117
	Iteration 1F: 3 clusters Score -1.562621e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66921 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -15627811.000000 Penalty: 3808.745117
	Iteration 2Q: 3 clusters Score -1.562781e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -15629930.000000 Penalty: 3808.745117
	Iteration 3Q: 3 clusters Score -1.562993e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74539 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -15633318.000000 Penalty: 3808.745117
	Iteration 4F: 3 clusters Score -1.563332e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -15638232.000000 Penalty: 3808.745117
	Iteration 5F: 3 clusters Score -1.563823e+07 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85584 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -15644267.000000 Penalty: 3808.745117
	Iteration 6F: 3 clusters Score -1.564427e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -15650294.000000 Penalty: 3808.745117
	Iteration 7F: 3 clusters Score -1.565029e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92799 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -15654675.000000 Penalty: 3808.745117
	Iteration 8F: 3 clusters Score -1.565468e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94124 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -15656897.000000 Penalty: 3808.745117
	Iteration 9Q: 3 clusters Score -1.56569e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94906 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -15657731.000000 Penalty: 3808.745117
	Iteration 10Q: 3 clusters Score -1.565773e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95548 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -15658177.000000 Penalty: 3808.745117
	Iteration 11Q: 3 clusters Score -1.565818e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96110 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -15658415.000000 Penalty: 3808.745117
	Iteration 12Q: 3 clusters Score -1.565842e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96632 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -15658629.000000 Penalty: 3808.745117
	Iteration 13Q: 3 clusters Score -1.565863e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97163 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -15658929.000000 Penalty: 3808.745117
	Iteration 14Q: 3 clusters Score -1.565893e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97688 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -15659170.000000 Penalty: 3808.745117
	Iteration 15Q: 3 clusters Score -1.565917e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98191 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -15659386.000000 Penalty: 3808.745117
	Iteration 16Q: 3 clusters Score -1.565939e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98661 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -15659588.000000 Penalty: 3808.745117
	Iteration 17Q: 3 clusters Score -1.565959e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99131 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -15659782.000000 Penalty: 3808.745117
	Iteration 18Q: 3 clusters Score -1.565978e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99624 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -15660035.000000 Penalty: 3808.745117
	Iteration 19Q: 3 clusters Score -1.566004e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100106 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -15660290.000000 Penalty: 3808.745117
	Iteration 20F: 3 clusters Score -1.566029e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100588 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -15660475.000000 Penalty: 3808.745117
	Iteration 21Q: 3 clusters Score -1.566048e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -15660713.000000 Penalty: 3808.745117
	Iteration 22Q: 3 clusters Score -1.566071e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101553 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -15660859.000000 Penalty: 3808.745117
	Iteration 23Q: 3 clusters Score -1.566086e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102077 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -15661124.000000 Penalty: 3808.745117
	Iteration 24Q: 3 clusters Score -1.566112e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -15661278.000000 Penalty: 3808.745117
	Iteration 25Q: 3 clusters Score -1.566128e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103138 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -15661496.000000 Penalty: 3808.745117
	Iteration 26Q: 3 clusters Score -1.56615e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103650 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -15661702.000000 Penalty: 3808.745117
	Iteration 27Q: 3 clusters Score -1.56617e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104167 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -15661985.000000 Penalty: 3808.745117
	Iteration 28Q: 3 clusters Score -1.566198e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104721 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -15662209.000000 Penalty: 3808.745117
	Iteration 29Q: 3 clusters Score -1.566221e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105294 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -15662487.000000 Penalty: 3808.745117
	Iteration 30Q: 3 clusters Score -1.566249e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105899 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -15662781.000000 Penalty: 3808.745117
	Iteration 31Q: 3 clusters Score -1.566278e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106516 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -15663052.000000 Penalty: 3808.745117
	Iteration 32Q: 3 clusters Score -1.566305e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107144 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -15663364.000000 Penalty: 3808.745117
	Iteration 33Q: 3 clusters Score -1.566336e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107781 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -15663680.000000 Penalty: 3808.745117
	Iteration 34Q: 3 clusters Score -1.566368e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108390 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -15664001.000000 Penalty: 3808.745117
	Iteration 35Q: 3 clusters Score -1.5664e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109046 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -15664550.000000 Penalty: 3808.745117
	Iteration 36Q: 3 clusters Score -1.566455e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109711 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -15665042.000000 Penalty: 3808.745117
	Iteration 37Q: 3 clusters Score -1.566504e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110409 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -15665915.000000 Penalty: 3808.745117
	Iteration 38Q: 3 clusters Score -1.566592e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111179 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -15666864.000000 Penalty: 3808.745117
	Iteration 39Q: 3 clusters Score -1.566686e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112035 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -15667756.000000 Penalty: 3808.745117
	Iteration 40F: 3 clusters Score -1.566776e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112945 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -15668601.000000 Penalty: 3808.745117
	Iteration 41Q: 3 clusters Score -1.56686e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113907 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -15669272.000000 Penalty: 3808.745117
	Iteration 42Q: 3 clusters Score -1.566927e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114895 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -15669996.000000 Penalty: 3808.745117
	Iteration 43Q: 3 clusters Score -1.567e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115931 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -15670510.000000 Penalty: 3808.745117
	Iteration 44Q: 3 clusters Score -1.567051e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116965 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -15671036.000000 Penalty: 3808.745117
	Iteration 45Q: 3 clusters Score -1.567104e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117909 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -15671366.000000 Penalty: 3808.745117
	Iteration 46Q: 3 clusters Score -1.567137e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118719 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -15671591.000000 Penalty: 3808.745117
	Iteration 47Q: 3 clusters Score -1.567159e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119340 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -15671718.000000 Penalty: 3808.745117
	Iteration 48Q: 3 clusters Score -1.567172e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119818 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -15671699.000000 Penalty: 3808.745117
	Iteration 49Q: 3 clusters Score -1.56717e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120192 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -15671662.000000 Penalty: 3808.745117
	Iteration 50Q: 3 clusters Score -1.567166e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120479 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -15671677.000000 Penalty: 3808.745117
	Iteration 51Q: 3 clusters Score -1.567168e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120666 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -15671651.000000 Penalty: 3808.745117
	Iteration 52Q: 3 clusters Score -1.567165e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120802 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -15671635.000000 Penalty: 3808.745117
	Iteration 53Q: 3 clusters Score -1.567164e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120903 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -15671604.000000 Penalty: 3808.745117
	Iteration 54Q: 3 clusters Score -1.56716e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120977 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -15671606.000000 Penalty: 3808.745117
	Iteration 55Q: 3 clusters Score -1.567161e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121028 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -15671570.000000 Penalty: 3808.745117
	Iteration 56Q: 3 clusters Score -1.567157e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121052 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -15671568.000000 Penalty: 3808.745117
	Iteration 57Q: 3 clusters Score -1.567157e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121072 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -15671565.000000 Penalty: 3808.745117
	Iteration 58Q: 3 clusters Score -1.567156e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121086 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -15671556.000000 Penalty: 3808.745117
	Iteration 59Q: 3 clusters Score -1.567156e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121104 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -15671544.000000 Penalty: 3808.745117
	Iteration 60F: 3 clusters Score -1.567154e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121111 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -15671533.000000 Penalty: 3808.745117
	Iteration 61Q: 3 clusters Score -1.567153e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121122 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -15671528.000000 Penalty: 3808.745117
	Iteration 62Q: 3 clusters Score -1.567153e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121129 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -15671528.000000 Penalty: 3808.745117
	Iteration 63Q: 3 clusters Score -1.567153e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121143 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -15671529.000000 Penalty: 3808.745117
	Iteration 64Q: 3 clusters Score -1.567153e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121144 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -15671533.000000 Penalty: 3808.745117
	Iteration 65Q: 3 clusters Score -1.567153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121157 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -15671500.000000 Penalty: 3808.745117
	Iteration 66Q: 3 clusters Score -1.56715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121163 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -15671494.000000 Penalty: 3808.745117
	Iteration 67Q: 3 clusters Score -1.567149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121170 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -15671486.000000 Penalty: 3808.745117
	Iteration 68Q: 3 clusters Score -1.567149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121173 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -15671496.000000 Penalty: 3808.745117
	Iteration 69Q: 3 clusters Score -1.56715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121179 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -15671495.000000 Penalty: 3808.745117
	Iteration 70Q: 3 clusters Score -1.56715e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121183 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -15671498.000000 Penalty: 3808.745117
	Iteration 71Q: 3 clusters Score -1.56715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121188 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -15671501.000000 Penalty: 3808.745117
	Iteration 72Q: 3 clusters Score -1.56715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121190 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -15671510.000000 Penalty: 3808.745117
	Iteration 73Q: 3 clusters Score -1.567151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121194 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -15671506.000000 Penalty: 3808.745117
	Iteration 74Q: 3 clusters Score -1.567151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121198 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -15671510.000000 Penalty: 3808.745117
	Iteration 75Q: 3 clusters Score -1.567151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121202 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -15671509.000000 Penalty: 3808.745117
	Iteration 76Q: 3 clusters Score -1.567151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121204 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -15671501.000000 Penalty: 3808.745117
	Iteration 77Q: 3 clusters Score -1.56715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121208 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -15671501.000000 Penalty: 3808.745117
	Iteration 78Q: 3 clusters Score -1.56715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121209 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -15671505.000000 Penalty: 3808.745117
	Iteration 79Q: 3 clusters Score -1.56715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121210 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -15671500.000000 Penalty: 3808.745117
	Iteration 80F: 3 clusters Score -1.56715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121210 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -15671501.000000 Penalty: 3808.745117
	Iteration 81Q: 3 clusters Score -1.56715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121209 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -15671501.000000 Penalty: 3808.745117
	Iteration 82Q: 3 clusters Score -1.56715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121209 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -15671501.000000 Penalty: 3808.745117
	Iteration 83F: 3 clusters Score -1.56715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 132233 members 
Mstep: Class 3 contains 17546 members 
Mstep: Class 4 contains 7112 members 
Mstep: Class 5 contains 110660 members 
Mstep: Class 6 contains 9381 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 54400 members 
Mstep: Class 10 contains 1282 members 
Mstep: Class 11 contains 81413 members 
Mstep: Class 12 contains 121209 members 
Mstep: Class 13 contains 51055 members 
Mstep: Class 14 contains 5552 members 
Mstep: Class 15 contains 8112 members 
Mstep: Class 16 contains 8188 members 
Mstep: Class 17 contains 6872 members 
Mstep: Class 18 contains 7720 members 
Mstep: Class 19 contains 22924 members 
Mstep: Class 20 contains 59617 members 
Mstep: Class 21 contains 5215 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 20556 members 
Mstep: Class 24 contains 42327 members 
Mstep: Class 25 contains 4646 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 16763 members 
Mstep: Class 29 contains 2465 members 
Mstep: Class 30 contains 419 members 
Mstep: Class 31 contains 3430 members 
Mstep: Class 32 contains 1702 members 
Entering Unmasked Estep 
Score: -108905624.000000 Penalty: 71204.648438
Splitting cluster 12 changes total score from -108903912.000000 to -108905624.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (51055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Entering Unmasked Estep 
Score: -6542230.000000 Penalty: 1761.607056
	Iteration 0F: 2 clusters Score -6542230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -6508220.500000 Penalty: 3523.214111
	Iteration 0F: 3 clusters Score -6508220 nChanged 24011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -6522028.500000 Penalty: 3523.214111
	Iteration 1F: 3 clusters Score -6522028 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -6523084.000000 Penalty: 3523.214111
	Iteration 2Q: 3 clusters Score -6523084 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -6524708.000000 Penalty: 3523.214111
	Iteration 3F: 3 clusters Score -6524708 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -6527085.000000 Penalty: 3523.214111
	Iteration 4F: 3 clusters Score -6527085 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -6530319.000000 Penalty: 3523.214111
	Iteration 5F: 3 clusters Score -6530319 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -6533938.000000 Penalty: 3523.214111
	Iteration 6F: 3 clusters Score -6533938 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -6537048.500000 Penalty: 3523.214111
	Iteration 7F: 3 clusters Score -6537048 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -6539024.000000 Penalty: 3523.214111
	Iteration 8Q: 3 clusters Score -6539024 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -6539972.000000 Penalty: 3523.214111
	Iteration 9Q: 3 clusters Score -6539972 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -6540339.500000 Penalty: 3523.214111
	Iteration 10Q: 3 clusters Score -6540340 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -6540573.500000 Penalty: 3523.214111
	Iteration 11Q: 3 clusters Score -6540574 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -6540710.500000 Penalty: 3523.214111
	Iteration 12Q: 3 clusters Score -6540710 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -6540789.000000 Penalty: 3523.214111
	Iteration 13Q: 3 clusters Score -6540789 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -6540848.000000 Penalty: 3523.214111
	Iteration 14Q: 3 clusters Score -6540848 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -6540868.000000 Penalty: 3523.214111
	Iteration 15Q: 3 clusters Score -6540868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -6540888.000000 Penalty: 3523.214111
	Iteration 16Q: 3 clusters Score -6540888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -6540914.000000 Penalty: 3523.214111
	Iteration 17Q: 3 clusters Score -6540914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -6540917.500000 Penalty: 3523.214111
	Iteration 18Q: 3 clusters Score -6540918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -6540927.000000 Penalty: 3523.214111
	Iteration 19Q: 3 clusters Score -6540927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -6540929.500000 Penalty: 3523.214111
	Iteration 20F: 3 clusters Score -6540930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -6540932.000000 Penalty: 3523.214111
	Iteration 21Q: 3 clusters Score -6540932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -6540942.500000 Penalty: 3523.214111
	Iteration 22Q: 3 clusters Score -6540942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -6540947.000000 Penalty: 3523.214111
	Iteration 23Q: 3 clusters Score -6540947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -6540946.000000 Penalty: 3523.214111
	Iteration 24Q: 3 clusters Score -6540946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -6540956.000000 Penalty: 3523.214111
	Iteration 25Q: 3 clusters Score -6540956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -6540958.000000 Penalty: 3523.214111
	Iteration 26Q: 3 clusters Score -6540958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -6540959.000000 Penalty: 3523.214111
	Iteration 27Q: 3 clusters Score -6540959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -6540961.500000 Penalty: 3523.214111
	Iteration 28Q: 3 clusters Score -6540962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -6540958.000000 Penalty: 3523.214111
	Iteration 29Q: 3 clusters Score -6540958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -6540966.500000 Penalty: 3523.214111
	Iteration 30Q: 3 clusters Score -6540966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -6540972.000000 Penalty: 3523.214111
	Iteration 31Q: 3 clusters Score -6540972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -6540974.500000 Penalty: 3523.214111
	Iteration 32Q: 3 clusters Score -6540974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -6540969.000000 Penalty: 3523.214111
	Iteration 33Q: 3 clusters Score -6540969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -6540963.500000 Penalty: 3523.214111
	Iteration 34Q: 3 clusters Score -6540964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -6540967.000000 Penalty: 3523.214111
	Iteration 35Q: 3 clusters Score -6540967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -6540966.000000 Penalty: 3523.214111
	Iteration 36Q: 3 clusters Score -6540966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -6540963.500000 Penalty: 3523.214111
	Iteration 37Q: 3 clusters Score -6540964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -6540964.000000 Penalty: 3523.214111
	Iteration 38Q: 3 clusters Score -6540964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -6540964.500000 Penalty: 3523.214111
	Iteration 39Q: 3 clusters Score -6540964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -6540962.500000 Penalty: 3523.214111
	Iteration 40F: 3 clusters Score -6540962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -6540966.500000 Penalty: 3523.214111
	Iteration 41Q: 3 clusters Score -6540966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -6540966.500000 Penalty: 3523.214111
	Iteration 42F: 3 clusters Score -6540966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Entering Unmasked Estep 
Score: -631618.687500 Penalty: 1401.061035
	Iteration 0F: 2 clusters Score -631618.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -627337.625000 Penalty: 2802.122070
	Iteration 0F: 3 clusters Score -627337.6 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -628794.562500 Penalty: 2802.122070
	Iteration 1F: 3 clusters Score -628794.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -629227.062500 Penalty: 2802.122070
	Iteration 2F: 3 clusters Score -629227.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -629569.625000 Penalty: 2802.122070
	Iteration 3F: 3 clusters Score -629569.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -629816.937500 Penalty: 2802.122070
	Iteration 4F: 3 clusters Score -629816.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -630047.687500 Penalty: 2802.122070
	Iteration 5Q: 3 clusters Score -630047.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -630286.062500 Penalty: 2802.122070
	Iteration 6Q: 3 clusters Score -630286.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -630485.000000 Penalty: 2802.122070
	Iteration 7Q: 3 clusters Score -630485 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -630630.250000 Penalty: 2802.122070
	Iteration 8Q: 3 clusters Score -630630.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -630732.000000 Penalty: 2802.122070
	Iteration 9Q: 3 clusters Score -630732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -630807.375000 Penalty: 2802.122070
	Iteration 10Q: 3 clusters Score -630807.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -630856.000000 Penalty: 2802.122070
	Iteration 11Q: 3 clusters Score -630856 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -630892.125000 Penalty: 2802.122070
	Iteration 12Q: 3 clusters Score -630892.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -630920.875000 Penalty: 2802.122070
	Iteration 13Q: 3 clusters Score -630920.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -630940.187500 Penalty: 2802.122070
	Iteration 14Q: 3 clusters Score -630940.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -630956.625000 Penalty: 2802.122070
	Iteration 15Q: 3 clusters Score -630956.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -630971.500000 Penalty: 2802.122070
	Iteration 16Q: 3 clusters Score -630971.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -630982.562500 Penalty: 2802.122070
	Iteration 17Q: 3 clusters Score -630982.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -630992.187500 Penalty: 2802.122070
	Iteration 18Q: 3 clusters Score -630992.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -630995.750000 Penalty: 2802.122070
	Iteration 19Q: 3 clusters Score -630995.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -631003.312500 Penalty: 2802.122070
	Iteration 20F: 3 clusters Score -631003.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -631012.437500 Penalty: 2802.122070
	Iteration 21Q: 3 clusters Score -631012.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -631024.937500 Penalty: 2802.122070
	Iteration 22Q: 3 clusters Score -631024.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -631038.625000 Penalty: 2802.122070
	Iteration 23Q: 3 clusters Score -631038.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -631050.687500 Penalty: 2802.122070
	Iteration 24Q: 3 clusters Score -631050.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -631070.375000 Penalty: 2802.122070
	Iteration 25Q: 3 clusters Score -631070.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -631093.875000 Penalty: 2802.122070
	Iteration 26Q: 3 clusters Score -631093.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -631135.687500 Penalty: 2802.122070
	Iteration 27Q: 3 clusters Score -631135.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -631201.062500 Penalty: 2802.122070
	Iteration 28Q: 3 clusters Score -631201.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -631280.375000 Penalty: 2802.122070
	Iteration 29Q: 3 clusters Score -631280.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -631351.437500 Penalty: 2802.122070
	Iteration 30Q: 3 clusters Score -631351.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -631384.500000 Penalty: 2802.122070
	Iteration 31Q: 3 clusters Score -631384.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -631402.812500 Penalty: 2802.122070
	Iteration 32Q: 3 clusters Score -631402.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -631416.062500 Penalty: 2802.122070
	Iteration 33Q: 3 clusters Score -631416.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -631421.937500 Penalty: 2802.122070
	Iteration 34Q: 3 clusters Score -631421.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -631426.062500 Penalty: 2802.122070
	Iteration 35Q: 3 clusters Score -631426.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -631428.250000 Penalty: 2802.122070
	Iteration 36Q: 3 clusters Score -631428.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -631429.187500 Penalty: 2802.122070
	Iteration 37Q: 3 clusters Score -631429.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -631432.187500 Penalty: 2802.122070
	Iteration 38Q: 3 clusters Score -631432.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -631432.750000 Penalty: 2802.122070
	Iteration 39Q: 3 clusters Score -631432.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -631432.687500 Penalty: 2802.122070
	Iteration 40F: 3 clusters Score -631432.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -631432.625000 Penalty: 2802.122070
	Iteration 41Q: 3 clusters Score -631432.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -631433.250000 Penalty: 2802.122070
	Iteration 42Q: 3 clusters Score -631433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -631434.562500 Penalty: 2802.122070
	Iteration 43Q: 3 clusters Score -631434.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -631437.062500 Penalty: 2802.122070
	Iteration 44Q: 3 clusters Score -631437.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -631436.437500 Penalty: 2802.122070
	Iteration 45Q: 3 clusters Score -631436.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -631437.125000 Penalty: 2802.122070
	Iteration 46Q: 3 clusters Score -631437.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -631438.875000 Penalty: 2802.122070
	Iteration 47Q: 3 clusters Score -631438.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -631439.875000 Penalty: 2802.122070
	Iteration 48Q: 3 clusters Score -631439.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -631441.375000 Penalty: 2802.122070
	Iteration 49Q: 3 clusters Score -631441.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -631442.875000 Penalty: 2802.122070
	Iteration 50Q: 3 clusters Score -631442.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -631442.812500 Penalty: 2802.122070
	Iteration 51Q: 3 clusters Score -631442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -631442.937500 Penalty: 2802.122070
	Iteration 52Q: 3 clusters Score -631442.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -631443.312500 Penalty: 2802.122070
	Iteration 53Q: 3 clusters Score -631443.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -631442.437500 Penalty: 2802.122070
	Iteration 54Q: 3 clusters Score -631442.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -631443.375000 Penalty: 2802.122070
	Iteration 55Q: 3 clusters Score -631443.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -631444.250000 Penalty: 2802.122070
	Iteration 56Q: 3 clusters Score -631444.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -631443.687500 Penalty: 2802.122070
	Iteration 57Q: 3 clusters Score -631443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -631446.000000 Penalty: 2802.122070
	Iteration 58Q: 3 clusters Score -631446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -631446.000000 Penalty: 2802.122070
	Iteration 59F: 3 clusters Score -631446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Entering Unmasked Estep 
Score: -1021729.750000 Penalty: 1462.678711
	Iteration 0F: 2 clusters Score -1021730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1015715.625000 Penalty: 2925.357422
	Iteration 0F: 3 clusters Score -1015716 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1017524.250000 Penalty: 2925.357422
	Iteration 1F: 3 clusters Score -1017524 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1017787.437500 Penalty: 2925.357422
	Iteration 2F: 3 clusters Score -1017787 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1018073.500000 Penalty: 2925.357422
	Iteration 3F: 3 clusters Score -1018074 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1018309.312500 Penalty: 2925.357422
	Iteration 4F: 3 clusters Score -1018309 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1018544.562500 Penalty: 2925.357422
	Iteration 5F: 3 clusters Score -1018545 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1018756.562500 Penalty: 2925.357422
	Iteration 6Q: 3 clusters Score -1018757 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1018951.937500 Penalty: 2925.357422
	Iteration 7Q: 3 clusters Score -1018952 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1019141.500000 Penalty: 2925.357422
	Iteration 8Q: 3 clusters Score -1019142 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1019347.062500 Penalty: 2925.357422
	Iteration 9Q: 3 clusters Score -1019347 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1019555.000000 Penalty: 2925.357422
	Iteration 10Q: 3 clusters Score -1019555 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1019770.562500 Penalty: 2925.357422
	Iteration 11Q: 3 clusters Score -1019771 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1019941.812500 Penalty: 2925.357422
	Iteration 12Q: 3 clusters Score -1019942 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1020065.000000 Penalty: 2925.357422
	Iteration 13Q: 3 clusters Score -1020065 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1020167.000000 Penalty: 2925.357422
	Iteration 14Q: 3 clusters Score -1020167 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1020244.187500 Penalty: 2925.357422
	Iteration 15Q: 3 clusters Score -1020244 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1020286.312500 Penalty: 2925.357422
	Iteration 16Q: 3 clusters Score -1020286 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1020317.500000 Penalty: 2925.357422
	Iteration 17Q: 3 clusters Score -1020318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1020349.437500 Penalty: 2925.357422
	Iteration 18Q: 3 clusters Score -1020349 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1020381.437500 Penalty: 2925.357422
	Iteration 19Q: 3 clusters Score -1020381 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1020405.125000 Penalty: 2925.357422
	Iteration 20F: 3 clusters Score -1020405 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1020424.187500 Penalty: 2925.357422
	Iteration 21Q: 3 clusters Score -1020424 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1020444.437500 Penalty: 2925.357422
	Iteration 22Q: 3 clusters Score -1020444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1020462.187500 Penalty: 2925.357422
	Iteration 23Q: 3 clusters Score -1020462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1020479.937500 Penalty: 2925.357422
	Iteration 24Q: 3 clusters Score -1020480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1020502.062500 Penalty: 2925.357422
	Iteration 25Q: 3 clusters Score -1020502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1020521.562500 Penalty: 2925.357422
	Iteration 26Q: 3 clusters Score -1020522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1020531.812500 Penalty: 2925.357422
	Iteration 27Q: 3 clusters Score -1020532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1020539.437500 Penalty: 2925.357422
	Iteration 28Q: 3 clusters Score -1020539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1020547.312500 Penalty: 2925.357422
	Iteration 29Q: 3 clusters Score -1020547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1020561.375000 Penalty: 2925.357422
	Iteration 30Q: 3 clusters Score -1020561 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1020572.375000 Penalty: 2925.357422
	Iteration 31Q: 3 clusters Score -1020572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1020583.375000 Penalty: 2925.357422
	Iteration 32Q: 3 clusters Score -1020583 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1020596.500000 Penalty: 2925.357422
	Iteration 33Q: 3 clusters Score -1020596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1020613.375000 Penalty: 2925.357422
	Iteration 34Q: 3 clusters Score -1020613 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1020628.562500 Penalty: 2925.357422
	Iteration 35Q: 3 clusters Score -1020629 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1020643.937500 Penalty: 2925.357422
	Iteration 36Q: 3 clusters Score -1020644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1020654.187500 Penalty: 2925.357422
	Iteration 37Q: 3 clusters Score -1020654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1020669.312500 Penalty: 2925.357422
	Iteration 38Q: 3 clusters Score -1020669 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1020683.062500 Penalty: 2925.357422
	Iteration 39Q: 3 clusters Score -1020683 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1020700.250000 Penalty: 2925.357422
	Iteration 40F: 3 clusters Score -1020700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1020712.312500 Penalty: 2925.357422
	Iteration 41Q: 3 clusters Score -1020712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1020722.125000 Penalty: 2925.357422
	Iteration 42Q: 3 clusters Score -1020722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1020727.375000 Penalty: 2925.357422
	Iteration 43Q: 3 clusters Score -1020727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1020735.437500 Penalty: 2925.357422
	Iteration 44Q: 3 clusters Score -1020735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1020738.500000 Penalty: 2925.357422
	Iteration 45Q: 3 clusters Score -1020738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1020739.937500 Penalty: 2925.357422
	Iteration 46Q: 3 clusters Score -1020740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1020747.750000 Penalty: 2925.357422
	Iteration 47Q: 3 clusters Score -1020748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1020752.437500 Penalty: 2925.357422
	Iteration 48Q: 3 clusters Score -1020752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1020756.750000 Penalty: 2925.357422
	Iteration 49Q: 3 clusters Score -1020757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1020764.875000 Penalty: 2925.357422
	Iteration 50Q: 3 clusters Score -1020765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1020771.562500 Penalty: 2925.357422
	Iteration 51Q: 3 clusters Score -1020772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1020776.687500 Penalty: 2925.357422
	Iteration 52Q: 3 clusters Score -1020777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1020784.812500 Penalty: 2925.357422
	Iteration 53Q: 3 clusters Score -1020785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1020790.437500 Penalty: 2925.357422
	Iteration 54Q: 3 clusters Score -1020790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1020793.687500 Penalty: 2925.357422
	Iteration 55Q: 3 clusters Score -1020794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1020801.812500 Penalty: 2925.357422
	Iteration 56Q: 3 clusters Score -1020802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1020811.812500 Penalty: 2925.357422
	Iteration 57Q: 3 clusters Score -1020812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1020820.125000 Penalty: 2925.357422
	Iteration 58Q: 3 clusters Score -1020820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1020826.187500 Penalty: 2925.357422
	Iteration 59Q: 3 clusters Score -1020826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1020828.312500 Penalty: 2925.357422
	Iteration 60F: 3 clusters Score -1020828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1020831.562500 Penalty: 2925.357422
	Iteration 61Q: 3 clusters Score -1020832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1020834.937500 Penalty: 2925.357422
	Iteration 62Q: 3 clusters Score -1020835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1020838.187500 Penalty: 2925.357422
	Iteration 63Q: 3 clusters Score -1020838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1020840.937500 Penalty: 2925.357422
	Iteration 64Q: 3 clusters Score -1020841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1020848.875000 Penalty: 2925.357422
	Iteration 65Q: 3 clusters Score -1020849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1020850.875000 Penalty: 2925.357422
	Iteration 66Q: 3 clusters Score -1020851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1020854.312500 Penalty: 2925.357422
	Iteration 67Q: 3 clusters Score -1020854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1020856.562500 Penalty: 2925.357422
	Iteration 68Q: 3 clusters Score -1020857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1020861.312500 Penalty: 2925.357422
	Iteration 69Q: 3 clusters Score -1020861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1020861.625000 Penalty: 2925.357422
	Iteration 70Q: 3 clusters Score -1020862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1020862.187500 Penalty: 2925.357422
	Iteration 71Q: 3 clusters Score -1020862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1020866.437500 Penalty: 2925.357422
	Iteration 72Q: 3 clusters Score -1020866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1020871.000000 Penalty: 2925.357422
	Iteration 73Q: 3 clusters Score -1020871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1020880.000000 Penalty: 2925.357422
	Iteration 74Q: 3 clusters Score -1020880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1020879.625000 Penalty: 2925.357422
	Iteration 75Q: 3 clusters Score -1020880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1020882.937500 Penalty: 2925.357422
	Iteration 76Q: 3 clusters Score -1020883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1020887.000000 Penalty: 2925.357422
	Iteration 77Q: 3 clusters Score -1020887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1020888.000000 Penalty: 2925.357422
	Iteration 78Q: 3 clusters Score -1020888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1020886.937500 Penalty: 2925.357422
	Iteration 79Q: 3 clusters Score -1020887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1020886.937500 Penalty: 2925.357422
	Iteration 80F: 3 clusters Score -1020887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Entering Unmasked Estep 
Score: -1057260.000000 Penalty: 1464.193970
	Iteration 0F: 2 clusters Score -1057260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1051257.750000 Penalty: 2928.387939
	Iteration 0F: 3 clusters Score -1051258 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1053105.125000 Penalty: 2928.387939
	Iteration 1F: 3 clusters Score -1053105 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1053316.375000 Penalty: 2928.387939
	Iteration 2F: 3 clusters Score -1053316 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1053456.750000 Penalty: 2928.387939
	Iteration 3Q: 3 clusters Score -1053457 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1053549.500000 Penalty: 2928.387939
	Iteration 4Q: 3 clusters Score -1053550 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1053619.125000 Penalty: 2928.387939
	Iteration 5Q: 3 clusters Score -1053619 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1053672.000000 Penalty: 2928.387939
	Iteration 6Q: 3 clusters Score -1053672 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1053724.000000 Penalty: 2928.387939
	Iteration 7Q: 3 clusters Score -1053724 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1053782.750000 Penalty: 2928.387939
	Iteration 8Q: 3 clusters Score -1053783 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1053845.000000 Penalty: 2928.387939
	Iteration 9Q: 3 clusters Score -1053845 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1053917.125000 Penalty: 2928.387939
	Iteration 10Q: 3 clusters Score -1053917 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1054021.375000 Penalty: 2928.387939
	Iteration 11Q: 3 clusters Score -1054021 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1054129.875000 Penalty: 2928.387939
	Iteration 12Q: 3 clusters Score -1054130 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1054269.500000 Penalty: 2928.387939
	Iteration 13Q: 3 clusters Score -1054270 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1054422.375000 Penalty: 2928.387939
	Iteration 14Q: 3 clusters Score -1054422 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1054618.000000 Penalty: 2928.387939
	Iteration 15Q: 3 clusters Score -1054618 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1054815.500000 Penalty: 2928.387939
	Iteration 16Q: 3 clusters Score -1054816 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1055013.125000 Penalty: 2928.387939
	Iteration 17Q: 3 clusters Score -1055013 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1055180.500000 Penalty: 2928.387939
	Iteration 18Q: 3 clusters Score -1055180 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1055346.250000 Penalty: 2928.387939
	Iteration 19Q: 3 clusters Score -1055346 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1055478.125000 Penalty: 2928.387939
	Iteration 20F: 3 clusters Score -1055478 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1055577.000000 Penalty: 2928.387939
	Iteration 21Q: 3 clusters Score -1055577 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1055637.250000 Penalty: 2928.387939
	Iteration 22Q: 3 clusters Score -1055637 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1055689.250000 Penalty: 2928.387939
	Iteration 23Q: 3 clusters Score -1055689 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1055729.875000 Penalty: 2928.387939
	Iteration 24Q: 3 clusters Score -1055730 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1055753.875000 Penalty: 2928.387939
	Iteration 25Q: 3 clusters Score -1055754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1055771.750000 Penalty: 2928.387939
	Iteration 26Q: 3 clusters Score -1055772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1055788.625000 Penalty: 2928.387939
	Iteration 27Q: 3 clusters Score -1055789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1055803.750000 Penalty: 2928.387939
	Iteration 28Q: 3 clusters Score -1055804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1055813.125000 Penalty: 2928.387939
	Iteration 29Q: 3 clusters Score -1055813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1055823.250000 Penalty: 2928.387939
	Iteration 30Q: 3 clusters Score -1055823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1055832.125000 Penalty: 2928.387939
	Iteration 31Q: 3 clusters Score -1055832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1055837.125000 Penalty: 2928.387939
	Iteration 32Q: 3 clusters Score -1055837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1055846.000000 Penalty: 2928.387939
	Iteration 33Q: 3 clusters Score -1055846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1055857.750000 Penalty: 2928.387939
	Iteration 34Q: 3 clusters Score -1055858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1055870.250000 Penalty: 2928.387939
	Iteration 35Q: 3 clusters Score -1055870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1055878.500000 Penalty: 2928.387939
	Iteration 36Q: 3 clusters Score -1055878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1055888.875000 Penalty: 2928.387939
	Iteration 37Q: 3 clusters Score -1055889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1055897.125000 Penalty: 2928.387939
	Iteration 38Q: 3 clusters Score -1055897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1055903.500000 Penalty: 2928.387939
	Iteration 39Q: 3 clusters Score -1055904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1055908.250000 Penalty: 2928.387939
	Iteration 40F: 3 clusters Score -1055908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1055909.875000 Penalty: 2928.387939
	Iteration 41Q: 3 clusters Score -1055910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1055916.250000 Penalty: 2928.387939
	Iteration 42Q: 3 clusters Score -1055916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1055919.500000 Penalty: 2928.387939
	Iteration 43Q: 3 clusters Score -1055920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1055927.250000 Penalty: 2928.387939
	Iteration 44Q: 3 clusters Score -1055927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1055931.750000 Penalty: 2928.387939
	Iteration 45Q: 3 clusters Score -1055932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1055939.625000 Penalty: 2928.387939
	Iteration 46Q: 3 clusters Score -1055940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1055944.125000 Penalty: 2928.387939
	Iteration 47Q: 3 clusters Score -1055944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1055951.250000 Penalty: 2928.387939
	Iteration 48Q: 3 clusters Score -1055951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1055951.375000 Penalty: 2928.387939
	Iteration 49Q: 3 clusters Score -1055951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1055952.500000 Penalty: 2928.387939
	Iteration 50Q: 3 clusters Score -1055952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1055952.500000 Penalty: 2928.387939
	Iteration 51F: 3 clusters Score -1055952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Entering Unmasked Estep 
Score: -865541.812500 Penalty: 1435.721802
	Iteration 0F: 2 clusters Score -865541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -860400.125000 Penalty: 2871.443604
	Iteration 0F: 3 clusters Score -860400.1 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -861930.625000 Penalty: 2871.443604
	Iteration 1F: 3 clusters Score -861930.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -862161.187500 Penalty: 2871.443604
	Iteration 2F: 3 clusters Score -862161.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -862333.187500 Penalty: 2871.443604
	Iteration 3F: 3 clusters Score -862333.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -862478.812500 Penalty: 2871.443604
	Iteration 4Q: 3 clusters Score -862478.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -862630.125000 Penalty: 2871.443604
	Iteration 5Q: 3 clusters Score -862630.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -862800.875000 Penalty: 2871.443604
	Iteration 6Q: 3 clusters Score -862800.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -862945.625000 Penalty: 2871.443604
	Iteration 7Q: 3 clusters Score -862945.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -863079.500000 Penalty: 2871.443604
	Iteration 8Q: 3 clusters Score -863079.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -863203.375000 Penalty: 2871.443604
	Iteration 9Q: 3 clusters Score -863203.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -863299.625000 Penalty: 2871.443604
	Iteration 10Q: 3 clusters Score -863299.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -863401.187500 Penalty: 2871.443604
	Iteration 11Q: 3 clusters Score -863401.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -863515.750000 Penalty: 2871.443604
	Iteration 12Q: 3 clusters Score -863515.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -863619.125000 Penalty: 2871.443604
	Iteration 13Q: 3 clusters Score -863619.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -863712.812500 Penalty: 2871.443604
	Iteration 14Q: 3 clusters Score -863712.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -863820.125000 Penalty: 2871.443604
	Iteration 15Q: 3 clusters Score -863820.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -863908.125000 Penalty: 2871.443604
	Iteration 16Q: 3 clusters Score -863908.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -863967.812500 Penalty: 2871.443604
	Iteration 17Q: 3 clusters Score -863967.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -864019.312500 Penalty: 2871.443604
	Iteration 18Q: 3 clusters Score -864019.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -864065.562500 Penalty: 2871.443604
	Iteration 19Q: 3 clusters Score -864065.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -864102.750000 Penalty: 2871.443604
	Iteration 20F: 3 clusters Score -864102.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -864132.937500 Penalty: 2871.443604
	Iteration 21Q: 3 clusters Score -864132.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -864152.375000 Penalty: 2871.443604
	Iteration 22Q: 3 clusters Score -864152.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -864170.312500 Penalty: 2871.443604
	Iteration 23Q: 3 clusters Score -864170.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -864190.062500 Penalty: 2871.443604
	Iteration 24Q: 3 clusters Score -864190.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -864211.312500 Penalty: 2871.443604
	Iteration 25Q: 3 clusters Score -864211.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -864225.875000 Penalty: 2871.443604
	Iteration 26Q: 3 clusters Score -864225.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -864237.437500 Penalty: 2871.443604
	Iteration 27Q: 3 clusters Score -864237.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -864248.937500 Penalty: 2871.443604
	Iteration 28Q: 3 clusters Score -864248.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -864261.687500 Penalty: 2871.443604
	Iteration 29Q: 3 clusters Score -864261.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -864271.937500 Penalty: 2871.443604
	Iteration 30Q: 3 clusters Score -864271.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -864286.437500 Penalty: 2871.443604
	Iteration 31Q: 3 clusters Score -864286.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -864298.750000 Penalty: 2871.443604
	Iteration 32Q: 3 clusters Score -864298.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -864306.937500 Penalty: 2871.443604
	Iteration 33Q: 3 clusters Score -864306.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -864312.000000 Penalty: 2871.443604
	Iteration 34Q: 3 clusters Score -864312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -864315.812500 Penalty: 2871.443604
	Iteration 35Q: 3 clusters Score -864315.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -864319.062500 Penalty: 2871.443604
	Iteration 36Q: 3 clusters Score -864319.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -864323.437500 Penalty: 2871.443604
	Iteration 37Q: 3 clusters Score -864323.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -864329.375000 Penalty: 2871.443604
	Iteration 38Q: 3 clusters Score -864329.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -864335.812500 Penalty: 2871.443604
	Iteration 39Q: 3 clusters Score -864335.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -864348.000000 Penalty: 2871.443604
	Iteration 40F: 3 clusters Score -864348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -864363.625000 Penalty: 2871.443604
	Iteration 41Q: 3 clusters Score -864363.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -864373.437500 Penalty: 2871.443604
	Iteration 42Q: 3 clusters Score -864373.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -864381.875000 Penalty: 2871.443604
	Iteration 43Q: 3 clusters Score -864381.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -864385.187500 Penalty: 2871.443604
	Iteration 44Q: 3 clusters Score -864385.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -864389.937500 Penalty: 2871.443604
	Iteration 45Q: 3 clusters Score -864389.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -864396.875000 Penalty: 2871.443604
	Iteration 46Q: 3 clusters Score -864396.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -864398.625000 Penalty: 2871.443604
	Iteration 47Q: 3 clusters Score -864398.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -864402.750000 Penalty: 2871.443604
	Iteration 48Q: 3 clusters Score -864402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -864404.000000 Penalty: 2871.443604
	Iteration 49Q: 3 clusters Score -864404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -864406.562500 Penalty: 2871.443604
	Iteration 50Q: 3 clusters Score -864406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -864407.625000 Penalty: 2871.443604
	Iteration 51Q: 3 clusters Score -864407.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -864407.625000 Penalty: 2871.443604
	Iteration 52F: 3 clusters Score -864407.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Entering Unmasked Estep 
Score: -959551.687500 Penalty: 1454.630005
	Iteration 0F: 2 clusters Score -959551.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -953918.375000 Penalty: 2909.260010
	Iteration 0F: 3 clusters Score -953918.4 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -955871.250000 Penalty: 2909.260010
	Iteration 1F: 3 clusters Score -955871.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -956624.500000 Penalty: 2909.260010
	Iteration 2F: 3 clusters Score -956624.5 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -957741.125000 Penalty: 2909.260010
	Iteration 3F: 3 clusters Score -957741.1 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -958746.437500 Penalty: 2909.260010
	Iteration 4F: 3 clusters Score -958746.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -959257.437500 Penalty: 2909.260010
	Iteration 5F: 3 clusters Score -959257.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -959471.312500 Penalty: 2909.260010
	Iteration 6Q: 3 clusters Score -959471.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -959562.625000 Penalty: 2909.260010
	Iteration 7Q: 3 clusters Score -959562.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -959598.437500 Penalty: 2909.260010
	Iteration 8Q: 3 clusters Score -959598.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -959610.625000 Penalty: 2909.260010
	Iteration 9Q: 3 clusters Score -959610.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -959620.062500 Penalty: 2909.260010
	Iteration 10Q: 3 clusters Score -959620.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -959626.187500 Penalty: 2909.260010
	Iteration 11Q: 3 clusters Score -959626.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -959631.125000 Penalty: 2909.260010
	Iteration 12Q: 3 clusters Score -959631.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -959634.250000 Penalty: 2909.260010
	Iteration 13Q: 3 clusters Score -959634.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -959637.875000 Penalty: 2909.260010
	Iteration 14Q: 3 clusters Score -959637.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -959646.375000 Penalty: 2909.260010
	Iteration 15Q: 3 clusters Score -959646.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -959653.375000 Penalty: 2909.260010
	Iteration 16Q: 3 clusters Score -959653.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -959669.750000 Penalty: 2909.260010
	Iteration 17Q: 3 clusters Score -959669.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -959685.437500 Penalty: 2909.260010
	Iteration 18Q: 3 clusters Score -959685.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -959690.437500 Penalty: 2909.260010
	Iteration 19Q: 3 clusters Score -959690.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -959697.687500 Penalty: 2909.260010
	Iteration 20F: 3 clusters Score -959697.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -959701.125000 Penalty: 2909.260010
	Iteration 21Q: 3 clusters Score -959701.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -959706.125000 Penalty: 2909.260010
	Iteration 22Q: 3 clusters Score -959706.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -959709.000000 Penalty: 2909.260010
	Iteration 23Q: 3 clusters Score -959709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -959709.875000 Penalty: 2909.260010
	Iteration 24Q: 3 clusters Score -959709.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -959713.125000 Penalty: 2909.260010
	Iteration 25Q: 3 clusters Score -959713.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -959713.375000 Penalty: 2909.260010
	Iteration 26Q: 3 clusters Score -959713.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -959714.375000 Penalty: 2909.260010
	Iteration 27Q: 3 clusters Score -959714.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -959715.125000 Penalty: 2909.260010
	Iteration 28Q: 3 clusters Score -959715.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -959716.500000 Penalty: 2909.260010
	Iteration 29Q: 3 clusters Score -959716.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -959713.687500 Penalty: 2909.260010
	Iteration 30Q: 3 clusters Score -959713.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -959716.875000 Penalty: 2909.260010
	Iteration 31Q: 3 clusters Score -959716.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -959717.687500 Penalty: 2909.260010
	Iteration 32Q: 3 clusters Score -959717.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -959717.250000 Penalty: 2909.260010
	Iteration 33Q: 3 clusters Score -959717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -959721.625000 Penalty: 2909.260010
	Iteration 34Q: 3 clusters Score -959721.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -959721.000000 Penalty: 2909.260010
	Iteration 35Q: 3 clusters Score -959721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -959720.000000 Penalty: 2909.260010
	Iteration 36Q: 3 clusters Score -959720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -959720.000000 Penalty: 2909.260010
	Iteration 37F: 3 clusters Score -959720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 132233 members 
Mstep: Class 3 contains 17546 members 
Mstep: Class 4 contains 7112 members 
Mstep: Class 5 contains 110660 members 
Mstep: Class 6 contains 9381 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 54400 members 
Mstep: Class 10 contains 1282 members 
Mstep: Class 11 contains 81413 members 
Mstep: Class 12 contains 121209 members 
Mstep: Class 13 contains 51055 members 
Mstep: Class 14 contains 5552 members 
Mstep: Class 15 contains 8112 members 
Mstep: Class 16 contains 8188 members 
Mstep: Class 17 contains 6872 members 
Mstep: Class 18 contains 5000 members 
Mstep: Class 19 contains 22924 members 
Mstep: Class 20 contains 59617 members 
Mstep: Class 21 contains 5215 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 20556 members 
Mstep: Class 24 contains 42327 members 
Mstep: Class 25 contains 4646 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 16763 members 
Mstep: Class 29 contains 2465 members 
Mstep: Class 30 contains 419 members 
Mstep: Class 31 contains 3430 members 
Mstep: Class 32 contains 1702 members 
Mstep: Class 33 contains 2720 members 
Entering Unmasked Estep 
Score: -108905080.000000 Penalty: 73429.796875
Splitting cluster 18 changes total score from -108903912.000000 to -108905080.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (22924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Entering Unmasked Estep 
Score: -2867837.250000 Penalty: 1631.490234
	Iteration 0F: 2 clusters Score -2867837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2852339.500000 Penalty: 3262.980469
	Iteration 0F: 3 clusters Score -2852340 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2858131.500000 Penalty: 3262.980469
	Iteration 1F: 3 clusters Score -2858132 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2858472.750000 Penalty: 3262.980469
	Iteration 2Q: 3 clusters Score -2858473 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2858847.250000 Penalty: 3262.980469
	Iteration 3Q: 3 clusters Score -2858847 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2859339.750000 Penalty: 3262.980469
	Iteration 4Q: 3 clusters Score -2859340 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2859906.750000 Penalty: 3262.980469
	Iteration 5F: 3 clusters Score -2859907 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2860531.000000 Penalty: 3262.980469
	Iteration 6F: 3 clusters Score -2860531 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2861147.000000 Penalty: 3262.980469
	Iteration 7F: 3 clusters Score -2861147 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2861622.750000 Penalty: 3262.980469
	Iteration 8Q: 3 clusters Score -2861623 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2861973.250000 Penalty: 3262.980469
	Iteration 9Q: 3 clusters Score -2861973 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2862269.000000 Penalty: 3262.980469
	Iteration 10Q: 3 clusters Score -2862269 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2862549.000000 Penalty: 3262.980469
	Iteration 11Q: 3 clusters Score -2862549 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2862775.000000 Penalty: 3262.980469
	Iteration 12Q: 3 clusters Score -2862775 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2863013.500000 Penalty: 3262.980469
	Iteration 13Q: 3 clusters Score -2863014 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2863253.750000 Penalty: 3262.980469
	Iteration 14Q: 3 clusters Score -2863254 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2863568.250000 Penalty: 3262.980469
	Iteration 15Q: 3 clusters Score -2863568 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2863910.000000 Penalty: 3262.980469
	Iteration 16Q: 3 clusters Score -2863910 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2864251.250000 Penalty: 3262.980469
	Iteration 17Q: 3 clusters Score -2864251 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2864648.000000 Penalty: 3262.980469
	Iteration 18Q: 3 clusters Score -2864648 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2865018.750000 Penalty: 3262.980469
	Iteration 19Q: 3 clusters Score -2865019 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2865423.250000 Penalty: 3262.980469
	Iteration 20F: 3 clusters Score -2865423 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2865748.500000 Penalty: 3262.980469
	Iteration 21Q: 3 clusters Score -2865748 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2865989.500000 Penalty: 3262.980469
	Iteration 22Q: 3 clusters Score -2865990 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2866156.500000 Penalty: 3262.980469
	Iteration 23Q: 3 clusters Score -2866156 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -2866259.250000 Penalty: 3262.980469
	Iteration 24Q: 3 clusters Score -2866259 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2866327.000000 Penalty: 3262.980469
	Iteration 25Q: 3 clusters Score -2866327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2866374.500000 Penalty: 3262.980469
	Iteration 26Q: 3 clusters Score -2866374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2866399.250000 Penalty: 3262.980469
	Iteration 27Q: 3 clusters Score -2866399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2866423.250000 Penalty: 3262.980469
	Iteration 28Q: 3 clusters Score -2866423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2866435.500000 Penalty: 3262.980469
	Iteration 29Q: 3 clusters Score -2866436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2866434.250000 Penalty: 3262.980469
	Iteration 30Q: 3 clusters Score -2866434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -2866440.000000 Penalty: 3262.980469
	Iteration 31Q: 3 clusters Score -2866440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -2866449.000000 Penalty: 3262.980469
	Iteration 32Q: 3 clusters Score -2866449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2866454.250000 Penalty: 3262.980469
	Iteration 33Q: 3 clusters Score -2866454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -2866456.750000 Penalty: 3262.980469
	Iteration 34Q: 3 clusters Score -2866457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2866463.000000 Penalty: 3262.980469
	Iteration 35Q: 3 clusters Score -2866463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -2866464.000000 Penalty: 3262.980469
	Iteration 36Q: 3 clusters Score -2866464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2866469.000000 Penalty: 3262.980469
	Iteration 37Q: 3 clusters Score -2866469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2866470.500000 Penalty: 3262.980469
	Iteration 38Q: 3 clusters Score -2866470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2866471.000000 Penalty: 3262.980469
	Iteration 39Q: 3 clusters Score -2866471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2866473.250000 Penalty: 3262.980469
	Iteration 40F: 3 clusters Score -2866473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2866477.500000 Penalty: 3262.980469
	Iteration 41Q: 3 clusters Score -2866478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2866481.000000 Penalty: 3262.980469
	Iteration 42Q: 3 clusters Score -2866481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -2866490.000000 Penalty: 3262.980469
	Iteration 43Q: 3 clusters Score -2866490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -2866496.000000 Penalty: 3262.980469
	Iteration 44Q: 3 clusters Score -2866496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2866495.250000 Penalty: 3262.980469
	Iteration 45Q: 3 clusters Score -2866495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2866495.250000 Penalty: 3262.980469
	Iteration 46F: 3 clusters Score -2866495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Entering Unmasked Estep 
Score: -7109252.000000 Penalty: 1786.800659
	Iteration 0F: 2 clusters Score -7109252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -7069413.500000 Penalty: 3573.601318
	Iteration 0F: 3 clusters Score -7069414 nChanged 28178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -7086297.000000 Penalty: 3573.601318
	Iteration 1F: 3 clusters Score -7086297 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -7087812.000000 Penalty: 3573.601318
	Iteration 2F: 3 clusters Score -7087812 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -7089762.000000 Penalty: 3573.601318
	Iteration 3F: 3 clusters Score -7089762 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -7092141.000000 Penalty: 3573.601318
	Iteration 4F: 3 clusters Score -7092141 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -7095016.500000 Penalty: 3573.601318
	Iteration 5F: 3 clusters Score -7095016 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -7098405.500000 Penalty: 3573.601318
	Iteration 6F: 3 clusters Score -7098406 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -7101952.500000 Penalty: 3573.601318
	Iteration 7F: 3 clusters Score -7101952 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -7104731.500000 Penalty: 3573.601318
	Iteration 8F: 3 clusters Score -7104732 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7106359.000000 Penalty: 3573.601318
	Iteration 9Q: 3 clusters Score -7106359 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7107098.500000 Penalty: 3573.601318
	Iteration 10Q: 3 clusters Score -7107098 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7107440.500000 Penalty: 3573.601318
	Iteration 11Q: 3 clusters Score -7107440 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7107602.000000 Penalty: 3573.601318
	Iteration 12Q: 3 clusters Score -7107602 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7107662.000000 Penalty: 3573.601318
	Iteration 13Q: 3 clusters Score -7107662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7107687.500000 Penalty: 3573.601318
	Iteration 14Q: 3 clusters Score -7107688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7107718.500000 Penalty: 3573.601318
	Iteration 15Q: 3 clusters Score -7107718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7107734.000000 Penalty: 3573.601318
	Iteration 16Q: 3 clusters Score -7107734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7107740.500000 Penalty: 3573.601318
	Iteration 17Q: 3 clusters Score -7107740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7107757.000000 Penalty: 3573.601318
	Iteration 18Q: 3 clusters Score -7107757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7107756.000000 Penalty: 3573.601318
	Iteration 19Q: 3 clusters Score -7107756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7107762.000000 Penalty: 3573.601318
	Iteration 20F: 3 clusters Score -7107762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7107767.000000 Penalty: 3573.601318
	Iteration 21Q: 3 clusters Score -7107767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7107766.000000 Penalty: 3573.601318
	Iteration 22Q: 3 clusters Score -7107766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7107766.500000 Penalty: 3573.601318
	Iteration 23Q: 3 clusters Score -7107766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7107763.500000 Penalty: 3573.601318
	Iteration 24Q: 3 clusters Score -7107764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7107768.000000 Penalty: 3573.601318
	Iteration 25Q: 3 clusters Score -7107768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7107768.000000 Penalty: 3573.601318
	Iteration 26F: 3 clusters Score -7107768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Entering Unmasked Estep 
Score: -633150.187500 Penalty: 1390.885376
	Iteration 0F: 2 clusters Score -633150.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -629018.750000 Penalty: 2781.770752
	Iteration 0F: 3 clusters Score -629018.8 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -630182.125000 Penalty: 2781.770752
	Iteration 1F: 3 clusters Score -630182.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -630439.812500 Penalty: 2781.770752
	Iteration 2F: 3 clusters Score -630439.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -630623.750000 Penalty: 2781.770752
	Iteration 3F: 3 clusters Score -630623.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -630750.312500 Penalty: 2781.770752
	Iteration 4Q: 3 clusters Score -630750.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -630864.812500 Penalty: 2781.770752
	Iteration 5Q: 3 clusters Score -630864.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -630969.187500 Penalty: 2781.770752
	Iteration 6Q: 3 clusters Score -630969.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -631064.812500 Penalty: 2781.770752
	Iteration 7Q: 3 clusters Score -631064.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -631191.187500 Penalty: 2781.770752
	Iteration 8Q: 3 clusters Score -631191.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -631326.687500 Penalty: 2781.770752
	Iteration 9Q: 3 clusters Score -631326.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -631461.312500 Penalty: 2781.770752
	Iteration 10Q: 3 clusters Score -631461.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -631607.750000 Penalty: 2781.770752
	Iteration 11Q: 3 clusters Score -631607.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -631779.562500 Penalty: 2781.770752
	Iteration 12Q: 3 clusters Score -631779.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -631936.812500 Penalty: 2781.770752
	Iteration 13Q: 3 clusters Score -631936.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -632056.500000 Penalty: 2781.770752
	Iteration 14Q: 3 clusters Score -632056.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -632134.812500 Penalty: 2781.770752
	Iteration 15Q: 3 clusters Score -632134.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -632186.750000 Penalty: 2781.770752
	Iteration 16Q: 3 clusters Score -632186.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -632228.062500 Penalty: 2781.770752
	Iteration 17Q: 3 clusters Score -632228.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -632252.625000 Penalty: 2781.770752
	Iteration 18Q: 3 clusters Score -632252.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -632265.562500 Penalty: 2781.770752
	Iteration 19Q: 3 clusters Score -632265.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -632276.125000 Penalty: 2781.770752
	Iteration 20F: 3 clusters Score -632276.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -632281.125000 Penalty: 2781.770752
	Iteration 21Q: 3 clusters Score -632281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -632285.562500 Penalty: 2781.770752
	Iteration 22Q: 3 clusters Score -632285.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -632287.750000 Penalty: 2781.770752
	Iteration 23Q: 3 clusters Score -632287.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -632289.000000 Penalty: 2781.770752
	Iteration 24Q: 3 clusters Score -632289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -632289.000000 Penalty: 2781.770752
	Iteration 25F: 3 clusters Score -632289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -46478.054688 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -46478.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45579.574219 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -45579.57 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45878.925781 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -45878.93 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -46087.777344 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -46087.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -46197.136719 Penalty: 2003.760742
	Iteration 3F: 3 clusters Score -46197.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -46286.050781 Penalty: 2003.760742
	Iteration 4F: 3 clusters Score -46286.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -46411.488281 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -46411.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -46446.808594 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -46446.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -46451.519531 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -46451.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -46461.734375 Penalty: 2003.760742
	Iteration 8Q: 3 clusters Score -46461.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -46465.062500 Penalty: 2003.760742
	Iteration 9Q: 3 clusters Score -46465.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -46472.792969 Penalty: 2003.760742
	Iteration 10Q: 3 clusters Score -46472.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -46475.703125 Penalty: 2003.760742
	Iteration 11Q: 3 clusters Score -46475.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -46475.703125 Penalty: 2003.760742
	Iteration 12F: 3 clusters Score -46475.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Entering Unmasked Estep 
Score: -2686015.750000 Penalty: 1613.772583
	Iteration 0F: 2 clusters Score -2686016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2671990.500000 Penalty: 3227.545166
	Iteration 0F: 3 clusters Score -2671990 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2677013.750000 Penalty: 3227.545166
	Iteration 1F: 3 clusters Score -2677014 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2677309.000000 Penalty: 3227.545166
	Iteration 2Q: 3 clusters Score -2677309 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2677616.250000 Penalty: 3227.545166
	Iteration 3Q: 3 clusters Score -2677616 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2678000.750000 Penalty: 3227.545166
	Iteration 4Q: 3 clusters Score -2678001 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2678508.250000 Penalty: 3227.545166
	Iteration 5Q: 3 clusters Score -2678508 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2679247.500000 Penalty: 3227.545166
	Iteration 6F: 3 clusters Score -2679248 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2680272.500000 Penalty: 3227.545166
	Iteration 7F: 3 clusters Score -2680272 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2681445.500000 Penalty: 3227.545166
	Iteration 8F: 3 clusters Score -2681446 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2682547.250000 Penalty: 3227.545166
	Iteration 9F: 3 clusters Score -2682547 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2683413.000000 Penalty: 3227.545166
	Iteration 10Q: 3 clusters Score -2683413 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2683877.750000 Penalty: 3227.545166
	Iteration 11Q: 3 clusters Score -2683878 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2684153.250000 Penalty: 3227.545166
	Iteration 12Q: 3 clusters Score -2684153 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2684301.750000 Penalty: 3227.545166
	Iteration 13Q: 3 clusters Score -2684302 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2684387.000000 Penalty: 3227.545166
	Iteration 14Q: 3 clusters Score -2684387 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2684434.750000 Penalty: 3227.545166
	Iteration 15Q: 3 clusters Score -2684435 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2684470.250000 Penalty: 3227.545166
	Iteration 16Q: 3 clusters Score -2684470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2684522.500000 Penalty: 3227.545166
	Iteration 17Q: 3 clusters Score -2684522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2684546.500000 Penalty: 3227.545166
	Iteration 18Q: 3 clusters Score -2684546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2684579.250000 Penalty: 3227.545166
	Iteration 19Q: 3 clusters Score -2684579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2684600.750000 Penalty: 3227.545166
	Iteration 20F: 3 clusters Score -2684601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2684604.750000 Penalty: 3227.545166
	Iteration 21Q: 3 clusters Score -2684605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2684607.500000 Penalty: 3227.545166
	Iteration 22Q: 3 clusters Score -2684608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2684612.750000 Penalty: 3227.545166
	Iteration 23Q: 3 clusters Score -2684613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2684618.000000 Penalty: 3227.545166
	Iteration 24Q: 3 clusters Score -2684618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2684621.250000 Penalty: 3227.545166
	Iteration 25Q: 3 clusters Score -2684621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2684622.750000 Penalty: 3227.545166
	Iteration 26Q: 3 clusters Score -2684623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2684622.750000 Penalty: 3227.545166
	Iteration 27Q: 3 clusters Score -2684623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2684626.500000 Penalty: 3227.545166
	Iteration 28Q: 3 clusters Score -2684626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2684626.000000 Penalty: 3227.545166
	Iteration 29Q: 3 clusters Score -2684626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2684626.000000 Penalty: 3227.545166
	Iteration 30F: 3 clusters Score -2684626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Entering Unmasked Estep 
Score: -5379064.000000 Penalty: 1731.141724
	Iteration 0F: 2 clusters Score -5379064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -5350705.000000 Penalty: 3462.283447
	Iteration 0F: 3 clusters Score -5350705 nChanged 19781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -5362035.000000 Penalty: 3462.283447
	Iteration 1F: 3 clusters Score -5362035 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -5362920.500000 Penalty: 3462.283447
	Iteration 2Q: 3 clusters Score -5362920 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -5364042.000000 Penalty: 3462.283447
	Iteration 3F: 3 clusters Score -5364042 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -5365217.500000 Penalty: 3462.283447
	Iteration 4F: 3 clusters Score -5365218 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -5366662.000000 Penalty: 3462.283447
	Iteration 5F: 3 clusters Score -5366662 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -5368131.500000 Penalty: 3462.283447
	Iteration 6F: 3 clusters Score -5368132 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -5369491.000000 Penalty: 3462.283447
	Iteration 7F: 3 clusters Score -5369491 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -5370770.000000 Penalty: 3462.283447
	Iteration 8Q: 3 clusters Score -5370770 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -5371989.500000 Penalty: 3462.283447
	Iteration 9Q: 3 clusters Score -5371990 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -5373219.500000 Penalty: 3462.283447
	Iteration 10Q: 3 clusters Score -5373220 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -5374207.000000 Penalty: 3462.283447
	Iteration 11Q: 3 clusters Score -5374207 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -5374826.500000 Penalty: 3462.283447
	Iteration 12Q: 3 clusters Score -5374826 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -5375254.000000 Penalty: 3462.283447
	Iteration 13Q: 3 clusters Score -5375254 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -5375586.500000 Penalty: 3462.283447
	Iteration 14Q: 3 clusters Score -5375586 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -5375897.500000 Penalty: 3462.283447
	Iteration 15Q: 3 clusters Score -5375898 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -5376148.500000 Penalty: 3462.283447
	Iteration 16Q: 3 clusters Score -5376148 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -5376385.000000 Penalty: 3462.283447
	Iteration 17Q: 3 clusters Score -5376385 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -5376583.000000 Penalty: 3462.283447
	Iteration 18Q: 3 clusters Score -5376583 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -5376733.000000 Penalty: 3462.283447
	Iteration 19Q: 3 clusters Score -5376733 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -5376874.500000 Penalty: 3462.283447
	Iteration 20F: 3 clusters Score -5376874 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -5377013.000000 Penalty: 3462.283447
	Iteration 21Q: 3 clusters Score -5377013 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -5377111.000000 Penalty: 3462.283447
	Iteration 22Q: 3 clusters Score -5377111 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -5377198.500000 Penalty: 3462.283447
	Iteration 23Q: 3 clusters Score -5377198 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -5377273.500000 Penalty: 3462.283447
	Iteration 24Q: 3 clusters Score -5377274 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -5377318.500000 Penalty: 3462.283447
	Iteration 25Q: 3 clusters Score -5377318 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -5377371.500000 Penalty: 3462.283447
	Iteration 26Q: 3 clusters Score -5377372 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -5377398.500000 Penalty: 3462.283447
	Iteration 27Q: 3 clusters Score -5377398 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -5377440.000000 Penalty: 3462.283447
	Iteration 28Q: 3 clusters Score -5377440 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -5377487.000000 Penalty: 3462.283447
	Iteration 29Q: 3 clusters Score -5377487 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -5377509.500000 Penalty: 3462.283447
	Iteration 30Q: 3 clusters Score -5377510 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -5377559.000000 Penalty: 3462.283447
	Iteration 31Q: 3 clusters Score -5377559 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -5377576.000000 Penalty: 3462.283447
	Iteration 32Q: 3 clusters Score -5377576 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -5377586.000000 Penalty: 3462.283447
	Iteration 33Q: 3 clusters Score -5377586 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -5377600.500000 Penalty: 3462.283447
	Iteration 34Q: 3 clusters Score -5377600 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -5377622.000000 Penalty: 3462.283447
	Iteration 35Q: 3 clusters Score -5377622 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -5377647.500000 Penalty: 3462.283447
	Iteration 36Q: 3 clusters Score -5377648 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -5377660.000000 Penalty: 3462.283447
	Iteration 37Q: 3 clusters Score -5377660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -5377667.500000 Penalty: 3462.283447
	Iteration 38Q: 3 clusters Score -5377668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -5377684.500000 Penalty: 3462.283447
	Iteration 39Q: 3 clusters Score -5377684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -5377694.500000 Penalty: 3462.283447
	Iteration 40F: 3 clusters Score -5377694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -5377699.500000 Penalty: 3462.283447
	Iteration 41Q: 3 clusters Score -5377700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5377701.500000 Penalty: 3462.283447
	Iteration 42Q: 3 clusters Score -5377702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -5377697.000000 Penalty: 3462.283447
	Iteration 43Q: 3 clusters Score -5377697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -5377698.000000 Penalty: 3462.283447
	Iteration 44Q: 3 clusters Score -5377698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -5377690.000000 Penalty: 3462.283447
	Iteration 45Q: 3 clusters Score -5377690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -5377681.000000 Penalty: 3462.283447
	Iteration 46Q: 3 clusters Score -5377681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -5377689.500000 Penalty: 3462.283447
	Iteration 47Q: 3 clusters Score -5377690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -5377692.500000 Penalty: 3462.283447
	Iteration 48Q: 3 clusters Score -5377692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -5377693.500000 Penalty: 3462.283447
	Iteration 49Q: 3 clusters Score -5377694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -5377705.000000 Penalty: 3462.283447
	Iteration 50Q: 3 clusters Score -5377705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -5377712.000000 Penalty: 3462.283447
	Iteration 51Q: 3 clusters Score -5377712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -5377711.500000 Penalty: 3462.283447
	Iteration 52Q: 3 clusters Score -5377712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -5377709.500000 Penalty: 3462.283447
	Iteration 53Q: 3 clusters Score -5377710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -5377713.000000 Penalty: 3462.283447
	Iteration 54Q: 3 clusters Score -5377713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -5377711.000000 Penalty: 3462.283447
	Iteration 55Q: 3 clusters Score -5377711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -5377706.000000 Penalty: 3462.283447
	Iteration 56Q: 3 clusters Score -5377706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -5377715.500000 Penalty: 3462.283447
	Iteration 57Q: 3 clusters Score -5377716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -5377715.500000 Penalty: 3462.283447
	Iteration 58Q: 3 clusters Score -5377716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -5377720.500000 Penalty: 3462.283447
	Iteration 59Q: 3 clusters Score -5377720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -5377729.500000 Penalty: 3462.283447
	Iteration 60F: 3 clusters Score -5377730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -5377730.500000 Penalty: 3462.283447
	Iteration 61Q: 3 clusters Score -5377730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -5377724.500000 Penalty: 3462.283447
	Iteration 62Q: 3 clusters Score -5377724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -5377730.500000 Penalty: 3462.283447
	Iteration 63Q: 3 clusters Score -5377730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -5377727.500000 Penalty: 3462.283447
	Iteration 64Q: 3 clusters Score -5377728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -5377729.500000 Penalty: 3462.283447
	Iteration 65Q: 3 clusters Score -5377730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -5377731.500000 Penalty: 3462.283447
	Iteration 66Q: 3 clusters Score -5377732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5377731.000000 Penalty: 3462.283447
	Iteration 67Q: 3 clusters Score -5377731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5377738.500000 Penalty: 3462.283447
	Iteration 68Q: 3 clusters Score -5377738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -5377741.000000 Penalty: 3462.283447
	Iteration 69Q: 3 clusters Score -5377741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -5377742.000000 Penalty: 3462.283447
	Iteration 70Q: 3 clusters Score -5377742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -5377740.500000 Penalty: 3462.283447
	Iteration 71Q: 3 clusters Score -5377740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -5377740.500000 Penalty: 3462.283447
	Iteration 72F: 3 clusters Score -5377740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Entering Unmasked Estep 
Score: -584416.437500 Penalty: 1372.111328
	Iteration 0F: 2 clusters Score -584416.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -580658.937500 Penalty: 2744.222656
	Iteration 0F: 3 clusters Score -580658.9 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -581696.687500 Penalty: 2744.222656
	Iteration 1F: 3 clusters Score -581696.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -581883.562500 Penalty: 2744.222656
	Iteration 2F: 3 clusters Score -581883.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -582044.312500 Penalty: 2744.222656
	Iteration 3F: 3 clusters Score -582044.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -582211.187500 Penalty: 2744.222656
	Iteration 4F: 3 clusters Score -582211.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -582386.687500 Penalty: 2744.222656
	Iteration 5F: 3 clusters Score -582386.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -582548.687500 Penalty: 2744.222656
	Iteration 6F: 3 clusters Score -582548.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -582692.875000 Penalty: 2744.222656
	Iteration 7Q: 3 clusters Score -582692.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -582828.062500 Penalty: 2744.222656
	Iteration 8Q: 3 clusters Score -582828.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -582948.562500 Penalty: 2744.222656
	Iteration 9Q: 3 clusters Score -582948.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -583055.750000 Penalty: 2744.222656
	Iteration 10Q: 3 clusters Score -583055.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -583175.375000 Penalty: 2744.222656
	Iteration 11Q: 3 clusters Score -583175.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -583269.562500 Penalty: 2744.222656
	Iteration 12Q: 3 clusters Score -583269.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -583344.500000 Penalty: 2744.222656
	Iteration 13Q: 3 clusters Score -583344.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -583391.562500 Penalty: 2744.222656
	Iteration 14Q: 3 clusters Score -583391.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -583429.187500 Penalty: 2744.222656
	Iteration 15Q: 3 clusters Score -583429.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -583458.062500 Penalty: 2744.222656
	Iteration 16Q: 3 clusters Score -583458.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -583471.625000 Penalty: 2744.222656
	Iteration 17Q: 3 clusters Score -583471.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -583478.312500 Penalty: 2744.222656
	Iteration 18Q: 3 clusters Score -583478.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -583485.812500 Penalty: 2744.222656
	Iteration 19Q: 3 clusters Score -583485.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -583495.312500 Penalty: 2744.222656
	Iteration 20F: 3 clusters Score -583495.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -583501.687500 Penalty: 2744.222656
	Iteration 21Q: 3 clusters Score -583501.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -583509.312500 Penalty: 2744.222656
	Iteration 22Q: 3 clusters Score -583509.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -583510.812500 Penalty: 2744.222656
	Iteration 23Q: 3 clusters Score -583510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -583511.062500 Penalty: 2744.222656
	Iteration 24Q: 3 clusters Score -583511.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -583512.000000 Penalty: 2744.222656
	Iteration 25Q: 3 clusters Score -583512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -583512.375000 Penalty: 2744.222656
	Iteration 26Q: 3 clusters Score -583512.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -583512.625000 Penalty: 2744.222656
	Iteration 27Q: 3 clusters Score -583512.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -583512.625000 Penalty: 2744.222656
	Iteration 28F: 3 clusters Score -583512.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -26540.453125 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -26540.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25835.525391 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -25835.53 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26137.070312 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -26137.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26343.335938 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -26343.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26607.746094 Penalty: 1877.736938
	Iteration 3F: 3 clusters Score -26607.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26703.232422 Penalty: 1877.736938
	Iteration 4F: 3 clusters Score -26703.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26720.466797 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -26720.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26726.503906 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -26726.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26741.878906 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -26741.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26755.708984 Penalty: 1877.736938
	Iteration 8F: 3 clusters Score -26755.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26794.136719 Penalty: 1877.736938
	Iteration 9Q: 3 clusters Score -26794.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26868.820312 Penalty: 1877.736938
	Iteration 10Q: 3 clusters Score -26868.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26883.667969 Penalty: 1877.736938
	Iteration 11Q: 3 clusters Score -26883.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26945.435547 Penalty: 1877.736938
	Iteration 12Q: 3 clusters Score -26945.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26983.064453 Penalty: 1877.736938
	Iteration 13Q: 3 clusters Score -26983.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26988.777344 Penalty: 1877.736938
	Iteration 14Q: 3 clusters Score -26988.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26990.066406 Penalty: 1877.736938
	Iteration 15F: 3 clusters Score -26990.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27006.828125 Penalty: 1877.736938
	Iteration 16Q: 3 clusters Score -27006.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27006.828125 Penalty: 1877.736938
	Iteration 17F: 3 clusters Score -27006.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 132233 members 
Mstep: Class 3 contains 17546 members 
Mstep: Class 4 contains 7112 members 
Mstep: Class 5 contains 110660 members 
Mstep: Class 6 contains 9381 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 54400 members 
Mstep: Class 10 contains 1282 members 
Mstep: Class 11 contains 81413 members 
Mstep: Class 12 contains 121209 members 
Mstep: Class 13 contains 51055 members 
Mstep: Class 14 contains 5552 members 
Mstep: Class 15 contains 8112 members 
Mstep: Class 16 contains 8188 members 
Mstep: Class 17 contains 6872 members 
Mstep: Class 18 contains 5000 members 
Mstep: Class 19 contains 22924 members 
Mstep: Class 20 contains 59617 members 
Mstep: Class 21 contains 5215 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 20556 members 
Mstep: Class 24 contains 42327 members 
Mstep: Class 25 contains 4646 members 
Mstep: Class 26 contains 168 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 16763 members 
Mstep: Class 29 contains 2465 members 
Mstep: Class 30 contains 419 members 
Mstep: Class 31 contains 3430 members 
Mstep: Class 32 contains 1702 members 
Mstep: Class 33 contains 2720 members 
Mstep: Class 34 contains 155 members 
Entering Unmasked Estep 
Score: -108904104.000000 Penalty: 75654.937500
Splitting cluster 26 changes total score from -108903912.000000 to -108904104.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 27 (5784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Entering Unmasked Estep 
Score: -731954.062500 Penalty: 1407.713135
	Iteration 0F: 2 clusters Score -731954.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -727464.062500 Penalty: 2815.426270
	Iteration 0F: 3 clusters Score -727464.1 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -728753.625000 Penalty: 2815.426270
	Iteration 1F: 3 clusters Score -728753.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -728919.812500 Penalty: 2815.426270
	Iteration 2F: 3 clusters Score -728919.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -729024.625000 Penalty: 2815.426270
	Iteration 3Q: 3 clusters Score -729024.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -729134.312500 Penalty: 2815.426270
	Iteration 4Q: 3 clusters Score -729134.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -729280.187500 Penalty: 2815.426270
	Iteration 5Q: 3 clusters Score -729280.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -729452.875000 Penalty: 2815.426270
	Iteration 6Q: 3 clusters Score -729452.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -729573.625000 Penalty: 2815.426270
	Iteration 7Q: 3 clusters Score -729573.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -729681.250000 Penalty: 2815.426270
	Iteration 8Q: 3 clusters Score -729681.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -729765.562500 Penalty: 2815.426270
	Iteration 9Q: 3 clusters Score -729765.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -729835.312500 Penalty: 2815.426270
	Iteration 10Q: 3 clusters Score -729835.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -729885.625000 Penalty: 2815.426270
	Iteration 11Q: 3 clusters Score -729885.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -729936.062500 Penalty: 2815.426270
	Iteration 12Q: 3 clusters Score -729936.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -729981.187500 Penalty: 2815.426270
	Iteration 13Q: 3 clusters Score -729981.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -730028.062500 Penalty: 2815.426270
	Iteration 14Q: 3 clusters Score -730028.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -730080.000000 Penalty: 2815.426270
	Iteration 15Q: 3 clusters Score -730080 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -730137.625000 Penalty: 2815.426270
	Iteration 16Q: 3 clusters Score -730137.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -730205.312500 Penalty: 2815.426270
	Iteration 17Q: 3 clusters Score -730205.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -730282.000000 Penalty: 2815.426270
	Iteration 18Q: 3 clusters Score -730282 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -730361.625000 Penalty: 2815.426270
	Iteration 19Q: 3 clusters Score -730361.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -730425.312500 Penalty: 2815.426270
	Iteration 20F: 3 clusters Score -730425.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -730469.250000 Penalty: 2815.426270
	Iteration 21Q: 3 clusters Score -730469.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -730503.562500 Penalty: 2815.426270
	Iteration 22Q: 3 clusters Score -730503.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -730537.000000 Penalty: 2815.426270
	Iteration 23Q: 3 clusters Score -730537 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -730565.187500 Penalty: 2815.426270
	Iteration 24Q: 3 clusters Score -730565.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -730586.687500 Penalty: 2815.426270
	Iteration 25Q: 3 clusters Score -730586.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -730606.187500 Penalty: 2815.426270
	Iteration 26Q: 3 clusters Score -730606.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -730619.437500 Penalty: 2815.426270
	Iteration 27Q: 3 clusters Score -730619.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -730634.562500 Penalty: 2815.426270
	Iteration 28Q: 3 clusters Score -730634.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -730645.812500 Penalty: 2815.426270
	Iteration 29Q: 3 clusters Score -730645.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -730654.687500 Penalty: 2815.426270
	Iteration 30Q: 3 clusters Score -730654.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -730662.562500 Penalty: 2815.426270
	Iteration 31Q: 3 clusters Score -730662.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -730668.375000 Penalty: 2815.426270
	Iteration 32Q: 3 clusters Score -730668.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -730675.375000 Penalty: 2815.426270
	Iteration 33Q: 3 clusters Score -730675.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -730683.375000 Penalty: 2815.426270
	Iteration 34Q: 3 clusters Score -730683.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -730694.062500 Penalty: 2815.426270
	Iteration 35Q: 3 clusters Score -730694.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -730704.062500 Penalty: 2815.426270
	Iteration 36Q: 3 clusters Score -730704.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -730714.562500 Penalty: 2815.426270
	Iteration 37Q: 3 clusters Score -730714.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -730727.687500 Penalty: 2815.426270
	Iteration 38Q: 3 clusters Score -730727.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -730732.125000 Penalty: 2815.426270
	Iteration 39Q: 3 clusters Score -730732.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -730738.750000 Penalty: 2815.426270
	Iteration 40F: 3 clusters Score -730738.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -730743.625000 Penalty: 2815.426270
	Iteration 41Q: 3 clusters Score -730743.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -730748.437500 Penalty: 2815.426270
	Iteration 42Q: 3 clusters Score -730748.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -730750.812500 Penalty: 2815.426270
	Iteration 43Q: 3 clusters Score -730750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -730751.000000 Penalty: 2815.426270
	Iteration 44Q: 3 clusters Score -730751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -730753.750000 Penalty: 2815.426270
	Iteration 45Q: 3 clusters Score -730753.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -730756.062500 Penalty: 2815.426270
	Iteration 46Q: 3 clusters Score -730756.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -730757.625000 Penalty: 2815.426270
	Iteration 47Q: 3 clusters Score -730757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -730756.625000 Penalty: 2815.426270
	Iteration 48Q: 3 clusters Score -730756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -730758.937500 Penalty: 2815.426270
	Iteration 49Q: 3 clusters Score -730758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -730758.562500 Penalty: 2815.426270
	Iteration 50Q: 3 clusters Score -730758.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -730760.500000 Penalty: 2815.426270
	Iteration 51Q: 3 clusters Score -730760.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -730764.937500 Penalty: 2815.426270
	Iteration 52Q: 3 clusters Score -730764.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -730767.500000 Penalty: 2815.426270
	Iteration 53Q: 3 clusters Score -730767.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -730768.250000 Penalty: 2815.426270
	Iteration 54Q: 3 clusters Score -730768.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -730770.437500 Penalty: 2815.426270
	Iteration 55Q: 3 clusters Score -730770.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -730770.437500 Penalty: 2815.426270
	Iteration 56F: 3 clusters Score -730770.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Entering Unmasked Estep 
Score: -2133044.000000 Penalty: 1580.626099
	Iteration 0F: 2 clusters Score -2133044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2121555.000000 Penalty: 3161.252197
	Iteration 0F: 3 clusters Score -2121555 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2125495.000000 Penalty: 3161.252197
	Iteration 1F: 3 clusters Score -2125495 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2125835.250000 Penalty: 3161.252197
	Iteration 2F: 3 clusters Score -2125835 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2126190.500000 Penalty: 3161.252197
	Iteration 3F: 3 clusters Score -2126190 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2126610.250000 Penalty: 3161.252197
	Iteration 4F: 3 clusters Score -2126610 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2127048.250000 Penalty: 3161.252197
	Iteration 5F: 3 clusters Score -2127048 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2127467.250000 Penalty: 3161.252197
	Iteration 6F: 3 clusters Score -2127467 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2127938.000000 Penalty: 3161.252197
	Iteration 7Q: 3 clusters Score -2127938 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2128504.750000 Penalty: 3161.252197
	Iteration 8Q: 3 clusters Score -2128505 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2129116.000000 Penalty: 3161.252197
	Iteration 9F: 3 clusters Score -2129116 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2129698.250000 Penalty: 3161.252197
	Iteration 10Q: 3 clusters Score -2129698 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2130192.250000 Penalty: 3161.252197
	Iteration 11Q: 3 clusters Score -2130192 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2130549.750000 Penalty: 3161.252197
	Iteration 12Q: 3 clusters Score -2130550 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2130824.500000 Penalty: 3161.252197
	Iteration 13Q: 3 clusters Score -2130824 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2131025.250000 Penalty: 3161.252197
	Iteration 14Q: 3 clusters Score -2131025 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2131159.250000 Penalty: 3161.252197
	Iteration 15Q: 3 clusters Score -2131159 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2131242.750000 Penalty: 3161.252197
	Iteration 16Q: 3 clusters Score -2131243 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2131320.000000 Penalty: 3161.252197
	Iteration 17Q: 3 clusters Score -2131320 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2131365.750000 Penalty: 3161.252197
	Iteration 18Q: 3 clusters Score -2131366 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2131407.250000 Penalty: 3161.252197
	Iteration 19Q: 3 clusters Score -2131407 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2131441.000000 Penalty: 3161.252197
	Iteration 20F: 3 clusters Score -2131441 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2131461.500000 Penalty: 3161.252197
	Iteration 21Q: 3 clusters Score -2131462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2131490.750000 Penalty: 3161.252197
	Iteration 22Q: 3 clusters Score -2131491 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2131509.250000 Penalty: 3161.252197
	Iteration 23Q: 3 clusters Score -2131509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2131520.250000 Penalty: 3161.252197
	Iteration 24Q: 3 clusters Score -2131520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2131535.500000 Penalty: 3161.252197
	Iteration 25Q: 3 clusters Score -2131536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2131553.000000 Penalty: 3161.252197
	Iteration 26Q: 3 clusters Score -2131553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2131573.750000 Penalty: 3161.252197
	Iteration 27Q: 3 clusters Score -2131574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2131584.250000 Penalty: 3161.252197
	Iteration 28Q: 3 clusters Score -2131584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2131593.750000 Penalty: 3161.252197
	Iteration 29Q: 3 clusters Score -2131594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2131600.000000 Penalty: 3161.252197
	Iteration 30Q: 3 clusters Score -2131600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2131612.250000 Penalty: 3161.252197
	Iteration 31Q: 3 clusters Score -2131612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2131619.500000 Penalty: 3161.252197
	Iteration 32Q: 3 clusters Score -2131620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2131633.750000 Penalty: 3161.252197
	Iteration 33Q: 3 clusters Score -2131634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2131637.750000 Penalty: 3161.252197
	Iteration 34Q: 3 clusters Score -2131638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2131641.500000 Penalty: 3161.252197
	Iteration 35Q: 3 clusters Score -2131642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2131649.250000 Penalty: 3161.252197
	Iteration 36Q: 3 clusters Score -2131649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2131654.500000 Penalty: 3161.252197
	Iteration 37Q: 3 clusters Score -2131654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2131663.000000 Penalty: 3161.252197
	Iteration 38Q: 3 clusters Score -2131663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2131670.000000 Penalty: 3161.252197
	Iteration 39Q: 3 clusters Score -2131670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2131675.000000 Penalty: 3161.252197
	Iteration 40F: 3 clusters Score -2131675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2131681.750000 Penalty: 3161.252197
	Iteration 41Q: 3 clusters Score -2131682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2131686.250000 Penalty: 3161.252197
	Iteration 42Q: 3 clusters Score -2131686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2131693.500000 Penalty: 3161.252197
	Iteration 43Q: 3 clusters Score -2131694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2131700.000000 Penalty: 3161.252197
	Iteration 44Q: 3 clusters Score -2131700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2131700.250000 Penalty: 3161.252197
	Iteration 45Q: 3 clusters Score -2131700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2131701.750000 Penalty: 3161.252197
	Iteration 46Q: 3 clusters Score -2131702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2131706.000000 Penalty: 3161.252197
	Iteration 47Q: 3 clusters Score -2131706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2131713.000000 Penalty: 3161.252197
	Iteration 48Q: 3 clusters Score -2131713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2131712.500000 Penalty: 3161.252197
	Iteration 49Q: 3 clusters Score -2131712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2131713.000000 Penalty: 3161.252197
	Iteration 50Q: 3 clusters Score -2131713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2131713.500000 Penalty: 3161.252197
	Iteration 51Q: 3 clusters Score -2131714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2131713.500000 Penalty: 3161.252197
	Iteration 52F: 3 clusters Score -2131714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Entering Unmasked Estep 
Score: -296418.625000 Penalty: 1269.116333
	Iteration 0F: 2 clusters Score -296418.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -294064.500000 Penalty: 2538.232666
	Iteration 0F: 3 clusters Score -294064.5 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -294732.718750 Penalty: 2538.232666
	Iteration 1F: 3 clusters Score -294732.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -295019.125000 Penalty: 2538.232666
	Iteration 2F: 3 clusters Score -295019.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -295305.468750 Penalty: 2538.232666
	Iteration 3F: 3 clusters Score -295305.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -295493.062500 Penalty: 2538.232666
	Iteration 4F: 3 clusters Score -295493.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -295621.062500 Penalty: 2538.232666
	Iteration 5F: 3 clusters Score -295621.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -295691.718750 Penalty: 2538.232666
	Iteration 6Q: 3 clusters Score -295691.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -295737.281250 Penalty: 2538.232666
	Iteration 7Q: 3 clusters Score -295737.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -295762.875000 Penalty: 2538.232666
	Iteration 8Q: 3 clusters Score -295762.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -295775.562500 Penalty: 2538.232666
	Iteration 9Q: 3 clusters Score -295775.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -295785.812500 Penalty: 2538.232666
	Iteration 10Q: 3 clusters Score -295785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -295791.250000 Penalty: 2538.232666
	Iteration 11Q: 3 clusters Score -295791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -295791.562500 Penalty: 2538.232666
	Iteration 12Q: 3 clusters Score -295791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -295791.906250 Penalty: 2538.232666
	Iteration 13Q: 3 clusters Score -295791.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -295791.906250 Penalty: 2538.232666
	Iteration 14F: 3 clusters Score -295791.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -46733.179688 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -46733.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45804.593750 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -45804.59 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45995.562500 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -45995.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46084.328125 Penalty: 1962.307983
	Iteration 2F: 3 clusters Score -46084.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46149.125000 Penalty: 1962.307983
	Iteration 3Q: 3 clusters Score -46149.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46210.851562 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -46210.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46252.421875 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -46252.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46274.214844 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -46274.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46289.347656 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -46289.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46296.636719 Penalty: 1962.307983
	Iteration 8Q: 3 clusters Score -46296.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46296.636719 Penalty: 1962.307983
	Iteration 9F: 3 clusters Score -46296.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 132233 members 
Mstep: Class 3 contains 17546 members 
Mstep: Class 4 contains 7112 members 
Mstep: Class 5 contains 110660 members 
Mstep: Class 6 contains 9381 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 54400 members 
Mstep: Class 10 contains 1282 members 
Mstep: Class 11 contains 81413 members 
Mstep: Class 12 contains 121209 members 
Mstep: Class 13 contains 51055 members 
Mstep: Class 14 contains 5552 members 
Mstep: Class 15 contains 8112 members 
Mstep: Class 16 contains 8188 members 
Mstep: Class 17 contains 6872 members 
Mstep: Class 18 contains 5000 members 
Mstep: Class 19 contains 22924 members 
Mstep: Class 20 contains 59617 members 
Mstep: Class 21 contains 5215 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 20556 members 
Mstep: Class 24 contains 42327 members 
Mstep: Class 25 contains 4646 members 
Mstep: Class 26 contains 168 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 16763 members 
Mstep: Class 29 contains 2465 members 
Mstep: Class 30 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108905232.000000 Penalty: 75654.937500
Iteration 79Q: 35 clusters Score -1.089052e+08 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 132300 members 
Mstep: Class 3 contains 17622 members 
Mstep: Class 4 contains 7134 members 
Mstep: Class 5 contains 110556 members 
Mstep: Class 6 contains 9368 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 54655 members 
Mstep: Class 10 contains 1286 members 
Mstep: Class 11 contains 80519 members 
Mstep: Class 12 contains 121528 members 
Mstep: Class 13 contains 51044 members 
Mstep: Class 14 contains 5528 members 
Mstep: Class 15 contains 8096 members 
Mstep: Class 16 contains 8199 members 
Mstep: Class 17 contains 6871 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 22899 members 
Mstep: Class 20 contains 59225 members 
Mstep: Class 21 contains 5212 members 
Mstep: Class 22 contains 468 members 
Mstep: Class 23 contains 20794 members 
Mstep: Class 24 contains 42598 members 
Mstep: Class 25 contains 4654 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 5755 members 
Mstep: Class 28 contains 16789 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 416 members 
Mstep: Class 31 contains 3060 members 
Mstep: Class 32 contains 1803 members 
Mstep: Class 33 contains 2876 members 
Mstep: Class 34 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108907944.000000 Penalty: 75654.937500
Iteration 80F: 35 clusters Score -1.089079e+08 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 69372 members 
Mstep: Class 2 contains 132329 members 
Mstep: Class 3 contains 17684 members 
Mstep: Class 4 contains 7164 members 
Mstep: Class 5 contains 110368 members 
Mstep: Class 6 contains 9373 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 54914 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 79610 members 
Mstep: Class 12 contains 121813 members 
Mstep: Class 13 contains 51011 members 
Mstep: Class 14 contains 5496 members 
Mstep: Class 15 contains 8079 members 
Mstep: Class 16 contains 8228 members 
Mstep: Class 17 contains 6868 members 
Mstep: Class 18 contains 5004 members 
Mstep: Class 19 contains 22860 members 
Mstep: Class 20 contains 58607 members 
Mstep: Class 21 contains 5206 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 21051 members 
Mstep: Class 24 contains 42887 members 
Mstep: Class 25 contains 4652 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 16751 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 412 members 
Mstep: Class 31 contains 3122 members 
Mstep: Class 32 contains 1946 members 
Mstep: Class 33 contains 3098 members 
Mstep: Class 34 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108909624.000000 Penalty: 75654.937500
Iteration 81Q: 35 clusters Score -1.089096e+08 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 132349 members 
Mstep: Class 3 contains 17739 members 
Mstep: Class 4 contains 7180 members 
Mstep: Class 5 contains 110163 members 
Mstep: Class 6 contains 9363 members 
Mstep: Class 7 contains 2683 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 55319 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 78762 members 
Mstep: Class 12 contains 122056 members 
Mstep: Class 13 contains 50976 members 
Mstep: Class 14 contains 5484 members 
Mstep: Class 15 contains 8062 members 
Mstep: Class 16 contains 8260 members 
Mstep: Class 17 contains 6872 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 22827 members 
Mstep: Class 20 contains 58133 members 
Mstep: Class 21 contains 5211 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 21302 members 
Mstep: Class 24 contains 43118 members 
Mstep: Class 25 contains 4652 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 5714 members 
Mstep: Class 28 contains 16720 members 
Mstep: Class 29 contains 2457 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 3138 members 
Mstep: Class 32 contains 2023 members 
Mstep: Class 33 contains 3251 members 
Mstep: Class 34 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108910152.000000 Penalty: 75654.937500
Iteration 82Q: 35 clusters Score -1.089102e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 132310 members 
Mstep: Class 3 contains 17782 members 
Mstep: Class 4 contains 7201 members 
Mstep: Class 5 contains 109964 members 
Mstep: Class 6 contains 9355 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 55827 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 77994 members 
Mstep: Class 12 contains 122235 members 
Mstep: Class 13 contains 50949 members 
Mstep: Class 14 contains 5484 members 
Mstep: Class 15 contains 8056 members 
Mstep: Class 16 contains 8302 members 
Mstep: Class 17 contains 6871 members 
Mstep: Class 18 contains 5063 members 
Mstep: Class 19 contains 22798 members 
Mstep: Class 20 contains 57716 members 
Mstep: Class 21 contains 5211 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 21561 members 
Mstep: Class 24 contains 43315 members 
Mstep: Class 25 contains 4666 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5697 members 
Mstep: Class 28 contains 16705 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 397 members 
Mstep: Class 31 contains 3147 members 
Mstep: Class 32 contains 2086 members 
Mstep: Class 33 contains 3327 members 
Mstep: Class 34 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108910584.000000 Penalty: 75654.937500
Iteration 83Q: 35 clusters Score -1.089106e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69369 members 
Mstep: Class 2 contains 132281 members 
Mstep: Class 3 contains 17822 members 
Mstep: Class 4 contains 7225 members 
Mstep: Class 5 contains 109714 members 
Mstep: Class 6 contains 9352 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 56391 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 77283 members 
Mstep: Class 12 contains 122367 members 
Mstep: Class 13 contains 50935 members 
Mstep: Class 14 contains 5481 members 
Mstep: Class 15 contains 8047 members 
Mstep: Class 16 contains 8340 members 
Mstep: Class 17 contains 6874 members 
Mstep: Class 18 contains 5098 members 
Mstep: Class 19 contains 22770 members 
Mstep: Class 20 contains 57302 members 
Mstep: Class 21 contains 5218 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 21823 members 
Mstep: Class 24 contains 43503 members 
Mstep: Class 25 contains 4681 members 
Mstep: Class 26 contains 189 members 
Mstep: Class 27 contains 5686 members 
Mstep: Class 28 contains 16704 members 
Mstep: Class 29 contains 2454 members 
Mstep: Class 30 contains 393 members 
Mstep: Class 31 contains 3137 members 
Mstep: Class 32 contains 2135 members 
Mstep: Class 33 contains 3398 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108910664.000000 Penalty: 75654.937500
Iteration 84Q: 35 clusters Score -1.089107e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69368 members 
Mstep: Class 2 contains 132251 members 
Mstep: Class 3 contains 17842 members 
Mstep: Class 4 contains 7245 members 
Mstep: Class 5 contains 109478 members 
Mstep: Class 6 contains 9355 members 
Mstep: Class 7 contains 2876 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 56943 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 76634 members 
Mstep: Class 12 contains 122415 members 
Mstep: Class 13 contains 50924 members 
Mstep: Class 14 contains 5469 members 
Mstep: Class 15 contains 8044 members 
Mstep: Class 16 contains 8373 members 
Mstep: Class 17 contains 6875 members 
Mstep: Class 18 contains 5134 members 
Mstep: Class 19 contains 22759 members 
Mstep: Class 20 contains 56926 members 
Mstep: Class 21 contains 5214 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 22082 members 
Mstep: Class 24 contains 43722 members 
Mstep: Class 25 contains 4691 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 5677 members 
Mstep: Class 28 contains 16715 members 
Mstep: Class 29 contains 2452 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 3121 members 
Mstep: Class 32 contains 2180 members 
Mstep: Class 33 contains 3444 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108910888.000000 Penalty: 75654.937500
Iteration 85Q: 35 clusters Score -1.089109e+08 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 132219 members 
Mstep: Class 3 contains 17859 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 109240 members 
Mstep: Class 6 contains 9366 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 57495 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 75985 members 
Mstep: Class 12 contains 122437 members 
Mstep: Class 13 contains 50928 members 
Mstep: Class 14 contains 5462 members 
Mstep: Class 15 contains 8055 members 
Mstep: Class 16 contains 8406 members 
Mstep: Class 17 contains 6877 members 
Mstep: Class 18 contains 5174 members 
Mstep: Class 19 contains 22763 members 
Mstep: Class 20 contains 56583 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 22365 members 
Mstep: Class 24 contains 43907 members 
Mstep: Class 25 contains 4695 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 5673 members 
Mstep: Class 28 contains 16716 members 
Mstep: Class 29 contains 2451 members 
Mstep: Class 30 contains 386 members 
Mstep: Class 31 contains 3115 members 
Mstep: Class 32 contains 2209 members 
Mstep: Class 33 contains 3474 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108911032.000000 Penalty: 75654.937500
Iteration 86Q: 35 clusters Score -1.08911e+08 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 132180 members 
Mstep: Class 3 contains 17884 members 
Mstep: Class 4 contains 7266 members 
Mstep: Class 5 contains 108994 members 
Mstep: Class 6 contains 9366 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 58044 members 
Mstep: Class 10 contains 1321 members 
Mstep: Class 11 contains 75352 members 
Mstep: Class 12 contains 122442 members 
Mstep: Class 13 contains 50922 members 
Mstep: Class 14 contains 5446 members 
Mstep: Class 15 contains 8073 members 
Mstep: Class 16 contains 8439 members 
Mstep: Class 17 contains 6883 members 
Mstep: Class 18 contains 5215 members 
Mstep: Class 19 contains 22764 members 
Mstep: Class 20 contains 56236 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 22697 members 
Mstep: Class 24 contains 44106 members 
Mstep: Class 25 contains 4701 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 5666 members 
Mstep: Class 28 contains 16719 members 
Mstep: Class 29 contains 2451 members 
Mstep: Class 30 contains 384 members 
Mstep: Class 31 contains 3121 members 
Mstep: Class 32 contains 2231 members 
Mstep: Class 33 contains 3494 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108911096.000000 Penalty: 75654.937500
Iteration 87Q: 35 clusters Score -1.089111e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 132110 members 
Mstep: Class 3 contains 17908 members 
Mstep: Class 4 contains 7276 members 
Mstep: Class 5 contains 108773 members 
Mstep: Class 6 contains 9348 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 58549 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 74784 members 
Mstep: Class 12 contains 122426 members 
Mstep: Class 13 contains 50916 members 
Mstep: Class 14 contains 5435 members 
Mstep: Class 15 contains 8092 members 
Mstep: Class 16 contains 8464 members 
Mstep: Class 17 contains 6882 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 22764 members 
Mstep: Class 20 contains 55904 members 
Mstep: Class 21 contains 5211 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 23041 members 
Mstep: Class 24 contains 44330 members 
Mstep: Class 25 contains 4707 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 5656 members 
Mstep: Class 28 contains 16720 members 
Mstep: Class 29 contains 2447 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 3119 members 
Mstep: Class 32 contains 2253 members 
Mstep: Class 33 contains 3535 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108911344.000000 Penalty: 75654.937500
Iteration 88Q: 35 clusters Score -1.089113e+08 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69333 members 
Mstep: Class 2 contains 132052 members 
Mstep: Class 3 contains 17924 members 
Mstep: Class 4 contains 7288 members 
Mstep: Class 5 contains 108510 members 
Mstep: Class 6 contains 9336 members 
Mstep: Class 7 contains 3015 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 59063 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 74231 members 
Mstep: Class 12 contains 122357 members 
Mstep: Class 13 contains 50922 members 
Mstep: Class 14 contains 5428 members 
Mstep: Class 15 contains 8102 members 
Mstep: Class 16 contains 8499 members 
Mstep: Class 17 contains 6879 members 
Mstep: Class 18 contains 5278 members 
Mstep: Class 19 contains 22760 members 
Mstep: Class 20 contains 55583 members 
Mstep: Class 21 contains 5209 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 23425 members 
Mstep: Class 24 contains 44535 members 
Mstep: Class 25 contains 4715 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5648 members 
Mstep: Class 28 contains 16724 members 
Mstep: Class 29 contains 2446 members 
Mstep: Class 30 contains 379 members 
Mstep: Class 31 contains 3109 members 
Mstep: Class 32 contains 2273 members 
Mstep: Class 33 contains 3562 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108911568.000000 Penalty: 75654.937500
Iteration 89Q: 35 clusters Score -1.089116e+08 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 132003 members 
Mstep: Class 3 contains 17937 members 
Mstep: Class 4 contains 7306 members 
Mstep: Class 5 contains 108254 members 
Mstep: Class 6 contains 9331 members 
Mstep: Class 7 contains 3053 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 59548 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 73665 members 
Mstep: Class 12 contains 122331 members 
Mstep: Class 13 contains 50919 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 8112 members 
Mstep: Class 16 contains 8503 members 
Mstep: Class 17 contains 6877 members 
Mstep: Class 18 contains 5317 members 
Mstep: Class 19 contains 22758 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 44736 members 
Mstep: Class 25 contains 4720 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5640 members 
Mstep: Class 28 contains 16737 members 
Mstep: Class 29 contains 2447 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 3097 members 
Mstep: Class 32 contains 2290 members 
Mstep: Class 33 contains 3578 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108911672.000000 Penalty: 75654.937500
Iteration 90Q: 35 clusters Score -1.089117e+08 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 131966 members 
Mstep: Class 3 contains 17955 members 
Mstep: Class 4 contains 7324 members 
Mstep: Class 5 contains 108024 members 
Mstep: Class 6 contains 9305 members 
Mstep: Class 7 contains 3084 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 60004 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 73083 members 
Mstep: Class 12 contains 122300 members 
Mstep: Class 13 contains 50917 members 
Mstep: Class 14 contains 5395 members 
Mstep: Class 15 contains 8132 members 
Mstep: Class 16 contains 8511 members 
Mstep: Class 17 contains 6877 members 
Mstep: Class 18 contains 5350 members 
Mstep: Class 19 contains 22753 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 5184 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 24238 members 
Mstep: Class 24 contains 44943 members 
Mstep: Class 25 contains 4728 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5632 members 
Mstep: Class 28 contains 16744 members 
Mstep: Class 29 contains 2448 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 3093 members 
Mstep: Class 32 contains 2303 members 
Mstep: Class 33 contains 3594 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108912192.000000 Penalty: 75654.937500
Iteration 91Q: 35 clusters Score -1.089122e+08 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69300 members 
Mstep: Class 2 contains 131880 members 
Mstep: Class 3 contains 17971 members 
Mstep: Class 4 contains 7342 members 
Mstep: Class 5 contains 107759 members 
Mstep: Class 6 contains 9280 members 
Mstep: Class 7 contains 3114 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 60444 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 72568 members 
Mstep: Class 12 contains 122212 members 
Mstep: Class 13 contains 50904 members 
Mstep: Class 14 contains 5381 members 
Mstep: Class 15 contains 8155 members 
Mstep: Class 16 contains 8530 members 
Mstep: Class 17 contains 6875 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 22754 members 
Mstep: Class 20 contains 54743 members 
Mstep: Class 21 contains 5183 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 24676 members 
Mstep: Class 24 contains 45162 members 
Mstep: Class 25 contains 4739 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5622 members 
Mstep: Class 28 contains 16760 members 
Mstep: Class 29 contains 2450 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 3102 members 
Mstep: Class 32 contains 2319 members 
Mstep: Class 33 contains 3596 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108912680.000000 Penalty: 75654.937500
Iteration 92Q: 35 clusters Score -1.089127e+08 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 131817 members 
Mstep: Class 3 contains 17977 members 
Mstep: Class 4 contains 7354 members 
Mstep: Class 5 contains 107491 members 
Mstep: Class 6 contains 9254 members 
Mstep: Class 7 contains 3142 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 60903 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 72015 members 
Mstep: Class 12 contains 122091 members 
Mstep: Class 13 contains 50900 members 
Mstep: Class 14 contains 5367 members 
Mstep: Class 15 contains 8174 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6877 members 
Mstep: Class 18 contains 5415 members 
Mstep: Class 19 contains 22763 members 
Mstep: Class 20 contains 54447 members 
Mstep: Class 21 contains 5175 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 25133 members 
Mstep: Class 24 contains 45415 members 
Mstep: Class 25 contains 4752 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5613 members 
Mstep: Class 28 contains 16776 members 
Mstep: Class 29 contains 2454 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 3110 members 
Mstep: Class 32 contains 2332 members 
Mstep: Class 33 contains 3592 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108912992.000000 Penalty: 75654.937500
Iteration 93Q: 35 clusters Score -1.08913e+08 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69300 members 
Mstep: Class 2 contains 131733 members 
Mstep: Class 3 contains 17987 members 
Mstep: Class 4 contains 7363 members 
Mstep: Class 5 contains 107231 members 
Mstep: Class 6 contains 9227 members 
Mstep: Class 7 contains 3171 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 61367 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 71423 members 
Mstep: Class 12 contains 121987 members 
Mstep: Class 13 contains 50886 members 
Mstep: Class 14 contains 5353 members 
Mstep: Class 15 contains 8188 members 
Mstep: Class 16 contains 8581 members 
Mstep: Class 17 contains 6881 members 
Mstep: Class 18 contains 5439 members 
Mstep: Class 19 contains 22766 members 
Mstep: Class 20 contains 54119 members 
Mstep: Class 21 contains 5163 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 25640 members 
Mstep: Class 24 contains 45704 members 
Mstep: Class 25 contains 4763 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5611 members 
Mstep: Class 28 contains 16799 members 
Mstep: Class 29 contains 2456 members 
Mstep: Class 30 contains 377 members 
Mstep: Class 31 contains 3106 members 
Mstep: Class 32 contains 2340 members 
Mstep: Class 33 contains 3614 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108913216.000000 Penalty: 75654.937500
Iteration 94Q: 35 clusters Score -1.089132e+08 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 131631 members 
Mstep: Class 3 contains 18005 members 
Mstep: Class 4 contains 7376 members 
Mstep: Class 5 contains 106982 members 
Mstep: Class 6 contains 9205 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 61870 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 70761 members 
Mstep: Class 12 contains 121844 members 
Mstep: Class 13 contains 50876 members 
Mstep: Class 14 contains 5349 members 
Mstep: Class 15 contains 8223 members 
Mstep: Class 16 contains 8628 members 
Mstep: Class 17 contains 6884 members 
Mstep: Class 18 contains 5458 members 
Mstep: Class 19 contains 22757 members 
Mstep: Class 20 contains 53768 members 
Mstep: Class 21 contains 5152 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 26181 members 
Mstep: Class 24 contains 45992 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 16831 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 376 members 
Mstep: Class 31 contains 3111 members 
Mstep: Class 32 contains 2351 members 
Mstep: Class 33 contains 3638 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108913672.000000 Penalty: 75654.937500
Iteration 95Q: 35 clusters Score -1.089137e+08 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 131506 members 
Mstep: Class 3 contains 18016 members 
Mstep: Class 4 contains 7386 members 
Mstep: Class 5 contains 106713 members 
Mstep: Class 6 contains 9202 members 
Mstep: Class 7 contains 3217 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 62364 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 70168 members 
Mstep: Class 12 contains 121635 members 
Mstep: Class 13 contains 50879 members 
Mstep: Class 14 contains 5337 members 
Mstep: Class 15 contains 8259 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 6895 members 
Mstep: Class 18 contains 5478 members 
Mstep: Class 19 contains 22755 members 
Mstep: Class 20 contains 53427 members 
Mstep: Class 21 contains 5149 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 26771 members 
Mstep: Class 24 contains 46241 members 
Mstep: Class 25 contains 4785 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 16850 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 375 members 
Mstep: Class 31 contains 3108 members 
Mstep: Class 32 contains 2363 members 
Mstep: Class 33 contains 3667 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108914080.000000 Penalty: 75654.937500
Iteration 96Q: 35 clusters Score -1.089141e+08 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 131370 members 
Mstep: Class 3 contains 18028 members 
Mstep: Class 4 contains 7392 members 
Mstep: Class 5 contains 106440 members 
Mstep: Class 6 contains 9199 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 62920 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 69526 members 
Mstep: Class 12 contains 121430 members 
Mstep: Class 13 contains 50874 members 
Mstep: Class 14 contains 5324 members 
Mstep: Class 15 contains 8279 members 
Mstep: Class 16 contains 8708 members 
Mstep: Class 17 contains 6905 members 
Mstep: Class 18 contains 5502 members 
Mstep: Class 19 contains 22757 members 
Mstep: Class 20 contains 53092 members 
Mstep: Class 21 contains 5147 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 27399 members 
Mstep: Class 24 contains 46487 members 
Mstep: Class 25 contains 4791 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5598 members 
Mstep: Class 28 contains 16869 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 375 members 
Mstep: Class 31 contains 3107 members 
Mstep: Class 32 contains 2375 members 
Mstep: Class 33 contains 3683 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108914520.000000 Penalty: 75654.937500
Iteration 97Q: 35 clusters Score -1.089145e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 131247 members 
Mstep: Class 3 contains 18041 members 
Mstep: Class 4 contains 7401 members 
Mstep: Class 5 contains 106148 members 
Mstep: Class 6 contains 9199 members 
Mstep: Class 7 contains 3270 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 63441 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 68907 members 
Mstep: Class 12 contains 121259 members 
Mstep: Class 13 contains 50886 members 
Mstep: Class 14 contains 5311 members 
Mstep: Class 15 contains 8305 members 
Mstep: Class 16 contains 8730 members 
Mstep: Class 17 contains 6904 members 
Mstep: Class 18 contains 5521 members 
Mstep: Class 19 contains 22764 members 
Mstep: Class 20 contains 52721 members 
Mstep: Class 21 contains 5153 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 28039 members 
Mstep: Class 24 contains 46723 members 
Mstep: Class 25 contains 4800 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5591 members 
Mstep: Class 28 contains 16883 members 
Mstep: Class 29 contains 2457 members 
Mstep: Class 30 contains 375 members 
Mstep: Class 31 contains 3118 members 
Mstep: Class 32 contains 2381 members 
Mstep: Class 33 contains 3698 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108914608.000000 Penalty: 75654.937500
Iteration 98Q: 35 clusters Score -1.089146e+08 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 131161 members 
Mstep: Class 3 contains 18063 members 
Mstep: Class 4 contains 7411 members 
Mstep: Class 5 contains 105830 members 
Mstep: Class 6 contains 9187 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 3962 members 
Mstep: Class 9 contains 63979 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 68223 members 
Mstep: Class 12 contains 121123 members 
Mstep: Class 13 contains 50902 members 
Mstep: Class 14 contains 5304 members 
Mstep: Class 15 contains 8336 members 
Mstep: Class 16 contains 8746 members 
Mstep: Class 17 contains 6908 members 
Mstep: Class 18 contains 5540 members 
Mstep: Class 19 contains 22759 members 
Mstep: Class 20 contains 52375 members 
Mstep: Class 21 contains 5157 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 28674 members 
Mstep: Class 24 contains 46933 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 16902 members 
Mstep: Class 29 contains 2458 members 
Mstep: Class 30 contains 375 members 
Mstep: Class 31 contains 3133 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 3703 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108915056.000000 Penalty: 75654.937500
Iteration 99Q: 35 clusters Score -1.089151e+08 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 131106 members 
Mstep: Class 3 contains 18077 members 
Mstep: Class 4 contains 7423 members 
Mstep: Class 5 contains 105494 members 
Mstep: Class 6 contains 9181 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 64477 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 67612 members 
Mstep: Class 12 contains 120959 members 
Mstep: Class 13 contains 50920 members 
Mstep: Class 14 contains 5296 members 
Mstep: Class 15 contains 8363 members 
Mstep: Class 16 contains 8762 members 
Mstep: Class 17 contains 6919 members 
Mstep: Class 18 contains 5561 members 
Mstep: Class 19 contains 22760 members 
Mstep: Class 20 contains 52035 members 
Mstep: Class 21 contains 5151 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 29301 members 
Mstep: Class 24 contains 47144 members 
Mstep: Class 25 contains 4820 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5581 members 
Mstep: Class 28 contains 16924 members 
Mstep: Class 29 contains 2457 members 
Mstep: Class 30 contains 375 members 
Mstep: Class 31 contains 3143 members 
Mstep: Class 32 contains 2410 members 
Mstep: Class 33 contains 3696 members 
Mstep: Class 34 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108915960.000000 Penalty: 75654.937500
Iteration 100F: 35 clusters Score -1.08916e+08 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 131050 members 
Mstep: Class 3 contains 18085 members 
Mstep: Class 4 contains 7437 members 
Mstep: Class 5 contains 105146 members 
Mstep: Class 6 contains 9172 members 
Mstep: Class 7 contains 3375 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 64976 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 67040 members 
Mstep: Class 12 contains 120788 members 
Mstep: Class 13 contains 50930 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 8387 members 
Mstep: Class 16 contains 8778 members 
Mstep: Class 17 contains 6935 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 19 contains 22747 members 
Mstep: Class 20 contains 51683 members 
Mstep: Class 21 contains 5144 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 29949 members 
Mstep: Class 24 contains 47324 members 
Mstep: Class 25 contains 4828 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5575 members 
Mstep: Class 28 contains 16941 members 
Mstep: Class 29 contains 2454 members 
Mstep: Class 30 contains 375 members 
Mstep: Class 31 contains 3152 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916760.000000 Penalty: 75654.937500
Iteration 101Q: 35 clusters Score -1.089168e+08 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 131004 members 
Mstep: Class 3 contains 18085 members 
Mstep: Class 4 contains 7450 members 
Mstep: Class 5 contains 104811 members 
Mstep: Class 6 contains 9155 members 
Mstep: Class 7 contains 3415 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 65480 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 66466 members 
Mstep: Class 12 contains 120635 members 
Mstep: Class 13 contains 50930 members 
Mstep: Class 14 contains 5300 members 
Mstep: Class 15 contains 8418 members 
Mstep: Class 16 contains 8793 members 
Mstep: Class 17 contains 6945 members 
Mstep: Class 18 contains 5599 members 
Mstep: Class 19 contains 22733 members 
Mstep: Class 20 contains 51311 members 
Mstep: Class 21 contains 5143 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 30566 members 
Mstep: Class 24 contains 47516 members 
Mstep: Class 25 contains 4832 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 5571 members 
Mstep: Class 28 contains 16958 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 375 members 
Mstep: Class 31 contains 3164 members 
Mstep: Class 32 contains 2437 members 
Mstep: Class 33 contains 3736 members 
Mstep: Class 34 contains 236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108917312.000000 Penalty: 75654.937500
Iteration 102Q: 35 clusters Score -1.089173e+08 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 130975 members 
Mstep: Class 3 contains 18094 members 
Mstep: Class 4 contains 7466 members 
Mstep: Class 5 contains 104488 members 
Mstep: Class 6 contains 9138 members 
Mstep: Class 7 contains 3466 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 65937 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 65864 members 
Mstep: Class 12 contains 120521 members 
Mstep: Class 13 contains 50933 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 8454 members 
Mstep: Class 16 contains 8798 members 
Mstep: Class 17 contains 6944 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 22719 members 
Mstep: Class 20 contains 50988 members 
Mstep: Class 21 contains 5145 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 31183 members 
Mstep: Class 24 contains 47669 members 
Mstep: Class 25 contains 4842 members 
Mstep: Class 26 contains 189 members 
Mstep: Class 27 contains 5571 members 
Mstep: Class 28 contains 16966 members 
Mstep: Class 29 contains 2458 members 
Mstep: Class 30 contains 375 members 
Mstep: Class 31 contains 3161 members 
Mstep: Class 32 contains 2448 members 
Mstep: Class 33 contains 3768 members 
Mstep: Class 34 contains 235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108917280.000000 Penalty: 75654.937500
Iteration 103Q: 35 clusters Score -1.089173e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69278 members 
Mstep: Class 2 contains 130972 members 
Mstep: Class 3 contains 18095 members 
Mstep: Class 4 contains 7476 members 
Mstep: Class 5 contains 104168 members 
Mstep: Class 6 contains 9117 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 66395 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 65290 members 
Mstep: Class 12 contains 120418 members 
Mstep: Class 13 contains 50932 members 
Mstep: Class 14 contains 5281 members 
Mstep: Class 15 contains 8504 members 
Mstep: Class 16 contains 8806 members 
Mstep: Class 17 contains 6941 members 
Mstep: Class 18 contains 5637 members 
Mstep: Class 19 contains 22718 members 
Mstep: Class 20 contains 50667 members 
Mstep: Class 21 contains 5149 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 31751 members 
Mstep: Class 24 contains 47821 members 
Mstep: Class 25 contains 4851 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5569 members 
Mstep: Class 28 contains 16982 members 
Mstep: Class 29 contains 2457 members 
Mstep: Class 30 contains 374 members 
Mstep: Class 31 contains 3160 members 
Mstep: Class 32 contains 2460 members 
Mstep: Class 33 contains 3790 members 
Mstep: Class 34 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108917312.000000 Penalty: 75654.937500
Iteration 104Q: 35 clusters Score -1.089173e+08 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69283 members 
Mstep: Class 2 contains 130923 members 
Mstep: Class 3 contains 18097 members 
Mstep: Class 4 contains 7486 members 
Mstep: Class 5 contains 103843 members 
Mstep: Class 6 contains 9097 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 66863 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 64792 members 
Mstep: Class 12 contains 120299 members 
Mstep: Class 13 contains 50930 members 
Mstep: Class 14 contains 5281 members 
Mstep: Class 15 contains 8556 members 
Mstep: Class 16 contains 8819 members 
Mstep: Class 17 contains 6942 members 
Mstep: Class 18 contains 5659 members 
Mstep: Class 19 contains 22705 members 
Mstep: Class 20 contains 50333 members 
Mstep: Class 21 contains 5151 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 32322 members 
Mstep: Class 24 contains 47949 members 
Mstep: Class 25 contains 4860 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 5566 members 
Mstep: Class 28 contains 16999 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 374 members 
Mstep: Class 31 contains 3162 members 
Mstep: Class 32 contains 2468 members 
Mstep: Class 33 contains 3803 members 
Mstep: Class 34 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108917400.000000 Penalty: 75654.937500
Iteration 105Q: 35 clusters Score -1.089174e+08 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69286 members 
Mstep: Class 2 contains 130826 members 
Mstep: Class 3 contains 18099 members 
Mstep: Class 4 contains 7495 members 
Mstep: Class 5 contains 103557 members 
Mstep: Class 6 contains 9075 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 67370 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 64342 members 
Mstep: Class 12 contains 120176 members 
Mstep: Class 13 contains 50933 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 8612 members 
Mstep: Class 16 contains 8834 members 
Mstep: Class 17 contains 6947 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 19 contains 22698 members 
Mstep: Class 20 contains 49970 members 
Mstep: Class 21 contains 5152 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 32854 members 
Mstep: Class 24 contains 48072 members 
Mstep: Class 25 contains 4868 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 5564 members 
Mstep: Class 28 contains 17024 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 373 members 
Mstep: Class 31 contains 3172 members 
Mstep: Class 32 contains 2474 members 
Mstep: Class 33 contains 3807 members 
Mstep: Class 34 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108917656.000000 Penalty: 75654.937500
Iteration 106Q: 35 clusters Score -1.089177e+08 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 130707 members 
Mstep: Class 3 contains 18103 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 103256 members 
Mstep: Class 6 contains 9059 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 67885 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 63916 members 
Mstep: Class 12 contains 120071 members 
Mstep: Class 13 contains 50935 members 
Mstep: Class 14 contains 5271 members 
Mstep: Class 15 contains 8696 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 6947 members 
Mstep: Class 18 contains 5701 members 
Mstep: Class 19 contains 22698 members 
Mstep: Class 20 contains 49638 members 
Mstep: Class 21 contains 5152 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 33393 members 
Mstep: Class 24 contains 48142 members 
Mstep: Class 25 contains 4872 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 5562 members 
Mstep: Class 28 contains 17035 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 369 members 
Mstep: Class 31 contains 3174 members 
Mstep: Class 32 contains 2477 members 
Mstep: Class 33 contains 3818 members 
Mstep: Class 34 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108918104.000000 Penalty: 75654.937500
Iteration 107Q: 35 clusters Score -1.089181e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69286 members 
Mstep: Class 2 contains 130590 members 
Mstep: Class 3 contains 18109 members 
Mstep: Class 4 contains 7511 members 
Mstep: Class 5 contains 102982 members 
Mstep: Class 6 contains 9043 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 68344 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 63501 members 
Mstep: Class 12 contains 119993 members 
Mstep: Class 13 contains 50929 members 
Mstep: Class 14 contains 5266 members 
Mstep: Class 15 contains 8767 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 6945 members 
Mstep: Class 18 contains 5716 members 
Mstep: Class 19 contains 22689 members 
Mstep: Class 20 contains 49347 members 
Mstep: Class 21 contains 5158 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 33923 members 
Mstep: Class 24 contains 48214 members 
Mstep: Class 25 contains 4876 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 5561 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 368 members 
Mstep: Class 31 contains 3172 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108918232.000000 Penalty: 75654.937500
Iteration 108Q: 35 clusters Score -1.089182e+08 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 130499 members 
Mstep: Class 3 contains 18110 members 
Mstep: Class 4 contains 7520 members 
Mstep: Class 5 contains 102699 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 68773 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 63128 members 
Mstep: Class 12 contains 119918 members 
Mstep: Class 13 contains 50930 members 
Mstep: Class 14 contains 5244 members 
Mstep: Class 15 contains 8831 members 
Mstep: Class 16 contains 8817 members 
Mstep: Class 17 contains 6955 members 
Mstep: Class 18 contains 5722 members 
Mstep: Class 19 contains 22690 members 
Mstep: Class 20 contains 49056 members 
Mstep: Class 21 contains 5171 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 34406 members 
Mstep: Class 24 contains 48279 members 
Mstep: Class 25 contains 4878 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 5561 members 
Mstep: Class 28 contains 17074 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 367 members 
Mstep: Class 31 contains 3176 members 
Mstep: Class 32 contains 2494 members 
Mstep: Class 33 contains 3843 members 
Mstep: Class 34 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108918800.000000 Penalty: 75654.937500
Iteration 109Q: 35 clusters Score -1.089188e+08 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 130445 members 
Mstep: Class 3 contains 18119 members 
Mstep: Class 4 contains 7524 members 
Mstep: Class 5 contains 102399 members 
Mstep: Class 6 contains 9011 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 69173 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 62732 members 
Mstep: Class 12 contains 119897 members 
Mstep: Class 13 contains 50947 members 
Mstep: Class 14 contains 5230 members 
Mstep: Class 15 contains 8886 members 
Mstep: Class 16 contains 8796 members 
Mstep: Class 17 contains 6955 members 
Mstep: Class 18 contains 5730 members 
Mstep: Class 19 contains 22685 members 
Mstep: Class 20 contains 48780 members 
Mstep: Class 21 contains 5179 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 34889 members 
Mstep: Class 24 contains 48339 members 
Mstep: Class 25 contains 4881 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 5559 members 
Mstep: Class 28 contains 17087 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 2500 members 
Mstep: Class 33 contains 3852 members 
Mstep: Class 34 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108919128.000000 Penalty: 75654.937500
Iteration 110Q: 35 clusters Score -1.089191e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 130361 members 
Mstep: Class 3 contains 18116 members 
Mstep: Class 4 contains 7533 members 
Mstep: Class 5 contains 102113 members 
Mstep: Class 6 contains 8998 members 
Mstep: Class 7 contains 3680 members 
Mstep: Class 8 contains 3962 members 
Mstep: Class 9 contains 69562 members 
Mstep: Class 10 contains 1335 members 
Mstep: Class 11 contains 62349 members 
Mstep: Class 12 contains 119896 members 
Mstep: Class 13 contains 50961 members 
Mstep: Class 14 contains 5221 members 
Mstep: Class 15 contains 8954 members 
Mstep: Class 16 contains 8778 members 
Mstep: Class 17 contains 6962 members 
Mstep: Class 18 contains 5739 members 
Mstep: Class 19 contains 22681 members 
Mstep: Class 20 contains 48501 members 
Mstep: Class 21 contains 5195 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 35360 members 
Mstep: Class 24 contains 48372 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 17101 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 3184 members 
Mstep: Class 32 contains 2504 members 
Mstep: Class 33 contains 3858 members 
Mstep: Class 34 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108919136.000000 Penalty: 75654.937500
Iteration 111Q: 35 clusters Score -1.089191e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69317 members 
Mstep: Class 2 contains 130288 members 
Mstep: Class 3 contains 18116 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 101848 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 3703 members 
Mstep: Class 8 contains 3962 members 
Mstep: Class 9 contains 69932 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 61981 members 
Mstep: Class 12 contains 119865 members 
Mstep: Class 13 contains 50975 members 
Mstep: Class 14 contains 5213 members 
Mstep: Class 15 contains 9015 members 
Mstep: Class 16 contains 8765 members 
Mstep: Class 17 contains 6963 members 
Mstep: Class 18 contains 5749 members 
Mstep: Class 19 contains 22674 members 
Mstep: Class 20 contains 48227 members 
Mstep: Class 21 contains 5205 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 35803 members 
Mstep: Class 24 contains 48434 members 
Mstep: Class 25 contains 4896 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 17117 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3184 members 
Mstep: Class 32 contains 2513 members 
Mstep: Class 33 contains 3858 members 
Mstep: Class 34 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108919496.000000 Penalty: 75654.937500
Iteration 112Q: 35 clusters Score -1.089195e+08 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69324 members 
Mstep: Class 2 contains 130260 members 
Mstep: Class 3 contains 18120 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 101560 members 
Mstep: Class 6 contains 8978 members 
Mstep: Class 7 contains 3723 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 70300 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 61680 members 
Mstep: Class 12 contains 119827 members 
Mstep: Class 13 contains 50982 members 
Mstep: Class 14 contains 5197 members 
Mstep: Class 15 contains 9072 members 
Mstep: Class 16 contains 8739 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 18 contains 5755 members 
Mstep: Class 19 contains 22680 members 
Mstep: Class 20 contains 47953 members 
Mstep: Class 21 contains 5206 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 36208 members 
Mstep: Class 24 contains 48495 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 17134 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3187 members 
Mstep: Class 32 contains 2524 members 
Mstep: Class 33 contains 3859 members 
Mstep: Class 34 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108919824.000000 Penalty: 75654.937500
Iteration 113Q: 35 clusters Score -1.089198e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 130225 members 
Mstep: Class 3 contains 18118 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 101303 members 
Mstep: Class 6 contains 8963 members 
Mstep: Class 7 contains 3739 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 70701 members 
Mstep: Class 10 contains 1338 members 
Mstep: Class 11 contains 61394 members 
Mstep: Class 12 contains 119794 members 
Mstep: Class 13 contains 50994 members 
Mstep: Class 14 contains 5173 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 6967 members 
Mstep: Class 18 contains 5759 members 
Mstep: Class 19 contains 22688 members 
Mstep: Class 20 contains 47686 members 
Mstep: Class 21 contains 5210 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 36569 members 
Mstep: Class 24 contains 48539 members 
Mstep: Class 25 contains 4915 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5557 members 
Mstep: Class 28 contains 17142 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3196 members 
Mstep: Class 32 contains 2535 members 
Mstep: Class 33 contains 3858 members 
Mstep: Class 34 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920176.000000 Penalty: 75654.937500
Iteration 114Q: 35 clusters Score -1.089202e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69331 members 
Mstep: Class 2 contains 130197 members 
Mstep: Class 3 contains 18112 members 
Mstep: Class 4 contains 7560 members 
Mstep: Class 5 contains 101050 members 
Mstep: Class 6 contains 8946 members 
Mstep: Class 7 contains 3756 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 71107 members 
Mstep: Class 10 contains 1339 members 
Mstep: Class 11 contains 61165 members 
Mstep: Class 12 contains 119758 members 
Mstep: Class 13 contains 51009 members 
Mstep: Class 14 contains 5160 members 
Mstep: Class 15 contains 9161 members 
Mstep: Class 16 contains 8664 members 
Mstep: Class 17 contains 6975 members 
Mstep: Class 18 contains 5768 members 
Mstep: Class 19 contains 22692 members 
Mstep: Class 20 contains 47402 members 
Mstep: Class 21 contains 5208 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 36876 members 
Mstep: Class 24 contains 48613 members 
Mstep: Class 25 contains 4923 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5556 members 
Mstep: Class 28 contains 17147 members 
Mstep: Class 29 contains 2458 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3201 members 
Mstep: Class 32 contains 2539 members 
Mstep: Class 33 contains 3857 members 
Mstep: Class 34 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920240.000000 Penalty: 75654.937500
Iteration 115Q: 35 clusters Score -1.089202e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 130169 members 
Mstep: Class 3 contains 18114 members 
Mstep: Class 4 contains 7569 members 
Mstep: Class 5 contains 100819 members 
Mstep: Class 6 contains 8919 members 
Mstep: Class 7 contains 3777 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 71477 members 
Mstep: Class 10 contains 1339 members 
Mstep: Class 11 contains 60959 members 
Mstep: Class 12 contains 119736 members 
Mstep: Class 13 contains 51024 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 9204 members 
Mstep: Class 16 contains 8621 members 
Mstep: Class 17 contains 6975 members 
Mstep: Class 18 contains 5772 members 
Mstep: Class 19 contains 22701 members 
Mstep: Class 20 contains 47131 members 
Mstep: Class 21 contains 5204 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 37190 members 
Mstep: Class 24 contains 48648 members 
Mstep: Class 25 contains 4934 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 17156 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3206 members 
Mstep: Class 32 contains 2545 members 
Mstep: Class 33 contains 3860 members 
Mstep: Class 34 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920040.000000 Penalty: 75654.937500
Iteration 116Q: 35 clusters Score -1.0892e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69347 members 
Mstep: Class 2 contains 130143 members 
Mstep: Class 3 contains 18112 members 
Mstep: Class 4 contains 7577 members 
Mstep: Class 5 contains 100607 members 
Mstep: Class 6 contains 8894 members 
Mstep: Class 7 contains 3806 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 71835 members 
Mstep: Class 10 contains 1339 members 
Mstep: Class 11 contains 60742 members 
Mstep: Class 12 contains 119696 members 
Mstep: Class 13 contains 51054 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 9244 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 6984 members 
Mstep: Class 18 contains 5773 members 
Mstep: Class 19 contains 22715 members 
Mstep: Class 20 contains 46879 members 
Mstep: Class 21 contains 5195 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 37490 members 
Mstep: Class 24 contains 48681 members 
Mstep: Class 25 contains 4945 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5549 members 
Mstep: Class 28 contains 17159 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3214 members 
Mstep: Class 32 contains 2552 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920168.000000 Penalty: 75654.937500
Iteration 117Q: 35 clusters Score -1.089202e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69357 members 
Mstep: Class 2 contains 130098 members 
Mstep: Class 3 contains 18116 members 
Mstep: Class 4 contains 7590 members 
Mstep: Class 5 contains 100388 members 
Mstep: Class 6 contains 8872 members 
Mstep: Class 7 contains 3826 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 72210 members 
Mstep: Class 10 contains 1339 members 
Mstep: Class 11 contains 60552 members 
Mstep: Class 12 contains 119650 members 
Mstep: Class 13 contains 51092 members 
Mstep: Class 14 contains 5096 members 
Mstep: Class 15 contains 9285 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 6986 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 22715 members 
Mstep: Class 20 contains 46573 members 
Mstep: Class 21 contains 5197 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 37796 members 
Mstep: Class 24 contains 48727 members 
Mstep: Class 25 contains 4955 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5548 members 
Mstep: Class 28 contains 17166 members 
Mstep: Class 29 contains 2452 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3217 members 
Mstep: Class 32 contains 2559 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920496.000000 Penalty: 75654.937500
Iteration 118Q: 35 clusters Score -1.089205e+08 nChanged 1758
Entering ConstructFrom: 
Score: -108920496.000000 Penalty: 75654.937500
Entering ConstructFrom: 
Trying to split cluster 1 (69375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Entering Unmasked Estep 
Score: -8923394.000000 Penalty: 1811.433228
	Iteration 0F: 2 clusters Score -8923394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -8877143.000000 Penalty: 3622.866455
	Iteration 0F: 3 clusters Score -8877143 nChanged 33062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -8896021.000000 Penalty: 3622.866455
	Iteration 1F: 3 clusters Score -8896021 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -8896424.000000 Penalty: 3622.866455
	Iteration 2Q: 3 clusters Score -8896424 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -8896870.000000 Penalty: 3622.866455
	Iteration 3Q: 3 clusters Score -8896870 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -8897422.000000 Penalty: 3622.866455
	Iteration 4Q: 3 clusters Score -8897422 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -8897947.000000 Penalty: 3622.866455
	Iteration 5Q: 3 clusters Score -8897947 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -8898629.000000 Penalty: 3622.866455
	Iteration 6Q: 3 clusters Score -8898629 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -8899314.000000 Penalty: 3622.866455
	Iteration 7Q: 3 clusters Score -8899314 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -8900276.000000 Penalty: 3622.866455
	Iteration 8Q: 3 clusters Score -8900276 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -8901759.000000 Penalty: 3622.866455
	Iteration 9Q: 3 clusters Score -8901759 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -8903809.000000 Penalty: 3622.866455
	Iteration 10Q: 3 clusters Score -8903809 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -8906191.000000 Penalty: 3622.866455
	Iteration 11F: 3 clusters Score -8906191 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -8908796.000000 Penalty: 3622.866455
	Iteration 12F: 3 clusters Score -8908796 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -8911096.000000 Penalty: 3622.866455
	Iteration 13Q: 3 clusters Score -8911096 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -8912987.000000 Penalty: 3622.866455
	Iteration 14Q: 3 clusters Score -8912987 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 56660 members 
Entering Unmasked Estep 
Score: -8914336.000000 Penalty: 3622.866455
	Iteration 15Q: 3 clusters Score -8914336 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -8915373.000000 Penalty: 3622.866455
	Iteration 16Q: 3 clusters Score -8915373 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -8916307.000000 Penalty: 3622.866455
	Iteration 17Q: 3 clusters Score -8916307 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 61339 members 
Entering Unmasked Estep 
Score: -8917138.000000 Penalty: 3622.866455
	Iteration 18Q: 3 clusters Score -8917138 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -8917880.000000 Penalty: 3622.866455
	Iteration 19Q: 3 clusters Score -8917880 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -8918595.000000 Penalty: 3622.866455
	Iteration 20F: 3 clusters Score -8918595 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -8919209.000000 Penalty: 3622.866455
	Iteration 21Q: 3 clusters Score -8919209 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -8919777.000000 Penalty: 3622.866455
	Iteration 22Q: 3 clusters Score -8919777 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -8920294.000000 Penalty: 3622.866455
	Iteration 23Q: 3 clusters Score -8920294 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 67063 members 
Entering Unmasked Estep 
Score: -8920665.000000 Penalty: 3622.866455
	Iteration 24Q: 3 clusters Score -8920665 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 67552 members 
Entering Unmasked Estep 
Score: -8920958.000000 Penalty: 3622.866455
	Iteration 25Q: 3 clusters Score -8920958 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 67916 members 
Entering Unmasked Estep 
Score: -8921190.000000 Penalty: 3622.866455
	Iteration 26Q: 3 clusters Score -8921190 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 68208 members 
Entering Unmasked Estep 
Score: -8921392.000000 Penalty: 3622.866455
	Iteration 27Q: 3 clusters Score -8921392 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
Score: -8921561.000000 Penalty: 3622.866455
	Iteration 28Q: 3 clusters Score -8921561 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 68592 members 
Entering Unmasked Estep 
Score: -8921637.000000 Penalty: 3622.866455
	Iteration 29Q: 3 clusters Score -8921637 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 68692 members 
Entering Unmasked Estep 
Score: -8921733.000000 Penalty: 3622.866455
	Iteration 30Q: 3 clusters Score -8921733 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 68769 members 
Entering Unmasked Estep 
Score: -8921777.000000 Penalty: 3622.866455
	Iteration 31Q: 3 clusters Score -8921777 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -8921810.000000 Penalty: 3622.866455
	Iteration 32Q: 3 clusters Score -8921810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -8921837.000000 Penalty: 3622.866455
	Iteration 33Q: 3 clusters Score -8921837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -8921875.000000 Penalty: 3622.866455
	Iteration 34Q: 3 clusters Score -8921875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -8921884.000000 Penalty: 3622.866455
	Iteration 35Q: 3 clusters Score -8921884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 68931 members 
Entering Unmasked Estep 
Score: -8921893.000000 Penalty: 3622.866455
	Iteration 36Q: 3 clusters Score -8921893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -8921902.000000 Penalty: 3622.866455
	Iteration 37Q: 3 clusters Score -8921902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -8921910.000000 Penalty: 3622.866455
	Iteration 38Q: 3 clusters Score -8921910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -8921908.000000 Penalty: 3622.866455
	Iteration 39Q: 3 clusters Score -8921908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -8921909.000000 Penalty: 3622.866455
	Iteration 40F: 3 clusters Score -8921909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 68958 members 
Entering Unmasked Estep 
Score: -8921918.000000 Penalty: 3622.866455
	Iteration 41Q: 3 clusters Score -8921918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -8921919.000000 Penalty: 3622.866455
	Iteration 42Q: 3 clusters Score -8921919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
Score: -8921920.000000 Penalty: 3622.866455
	Iteration 43Q: 3 clusters Score -8921920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -8921916.000000 Penalty: 3622.866455
	Iteration 44Q: 3 clusters Score -8921916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 68980 members 
Entering Unmasked Estep 
Score: -8921927.000000 Penalty: 3622.866455
	Iteration 45Q: 3 clusters Score -8921927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -8921921.000000 Penalty: 3622.866455
	Iteration 46Q: 3 clusters Score -8921921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -8921928.000000 Penalty: 3622.866455
	Iteration 47Q: 3 clusters Score -8921928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -8921929.000000 Penalty: 3622.866455
	Iteration 48Q: 3 clusters Score -8921929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -8921935.000000 Penalty: 3622.866455
	Iteration 49Q: 3 clusters Score -8921935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -8921932.000000 Penalty: 3622.866455
	Iteration 50Q: 3 clusters Score -8921932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -8921932.000000 Penalty: 3622.866455
	Iteration 51Q: 3 clusters Score -8921932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -8921933.000000 Penalty: 3622.866455
	Iteration 52Q: 3 clusters Score -8921933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -8921934.000000 Penalty: 3622.866455
	Iteration 53Q: 3 clusters Score -8921934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
Score: -8921933.000000 Penalty: 3622.866455
	Iteration 54Q: 3 clusters Score -8921933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 69013 members 
Entering Unmasked Estep 
Score: -8921934.000000 Penalty: 3622.866455
	Iteration 55Q: 3 clusters Score -8921934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 69013 members 
Entering Unmasked Estep 
Score: -8921934.000000 Penalty: 3622.866455
	Iteration 56F: 3 clusters Score -8921934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (130051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130051 members 
Entering Unmasked Estep 
Score: -16629131.000000 Penalty: 1913.548218
	Iteration 0F: 2 clusters Score -1.662913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -16547068.000000 Penalty: 3827.096436
	Iteration 0F: 3 clusters Score -1.654707e+07 nChanged 62678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66700 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -16586782.000000 Penalty: 3827.096436
	Iteration 1F: 3 clusters Score -1.658678e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 62675 members 
Entering Unmasked Estep 
Score: -16590536.000000 Penalty: 3827.096436
	Iteration 2F: 3 clusters Score -1.659054e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 61445 members 
Entering Unmasked Estep 
Score: -16594981.000000 Penalty: 3827.096436
	Iteration 3F: 3 clusters Score -1.659498e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70599 members 
Mstep: Class 2 contains 59452 members 
Entering Unmasked Estep 
Score: -16599531.000000 Penalty: 3827.096436
	Iteration 4F: 3 clusters Score -1.659953e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -16603596.000000 Penalty: 3827.096436
	Iteration 5F: 3 clusters Score -1.66036e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -16606716.000000 Penalty: 3827.096436
	Iteration 6F: 3 clusters Score -1.660672e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -16609166.000000 Penalty: 3827.096436
	Iteration 7Q: 3 clusters Score -1.660917e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -16611556.000000 Penalty: 3827.096436
	Iteration 8Q: 3 clusters Score -1.661156e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91757 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -16613970.000000 Penalty: 3827.096436
	Iteration 9Q: 3 clusters Score -1.661397e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97625 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -16616683.000000 Penalty: 3827.096436
	Iteration 10Q: 3 clusters Score -1.661668e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103645 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -16619374.000000 Penalty: 3827.096436
	Iteration 11Q: 3 clusters Score -1.661937e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109317 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -16622200.000000 Penalty: 3827.096436
	Iteration 12Q: 3 clusters Score -1.66222e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114329 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -16625393.000000 Penalty: 3827.096436
	Iteration 13Q: 3 clusters Score -1.662539e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118303 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -16627242.000000 Penalty: 3827.096436
	Iteration 14Q: 3 clusters Score -1.662724e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121295 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -16628263.000000 Penalty: 3827.096436
	Iteration 15Q: 3 clusters Score -1.662826e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123363 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -16628636.000000 Penalty: 3827.096436
	Iteration 16Q: 3 clusters Score -1.662864e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124800 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -16628776.000000 Penalty: 3827.096436
	Iteration 17Q: 3 clusters Score -1.662878e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125767 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -16628773.000000 Penalty: 3827.096436
	Iteration 18Q: 3 clusters Score -1.662877e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126458 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -16628770.000000 Penalty: 3827.096436
	Iteration 19Q: 3 clusters Score -1.662877e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126938 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -16628753.000000 Penalty: 3827.096436
	Iteration 20F: 3 clusters Score -1.662875e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127319 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -16628758.000000 Penalty: 3827.096436
	Iteration 21Q: 3 clusters Score -1.662876e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127570 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -16628744.000000 Penalty: 3827.096436
	Iteration 22Q: 3 clusters Score -1.662874e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127764 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -16628731.000000 Penalty: 3827.096436
	Iteration 23Q: 3 clusters Score -1.662873e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127886 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -16628678.000000 Penalty: 3827.096436
	Iteration 24Q: 3 clusters Score -1.662868e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127983 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -16628637.000000 Penalty: 3827.096436
	Iteration 25Q: 3 clusters Score -1.662864e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128061 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -16628654.000000 Penalty: 3827.096436
	Iteration 26Q: 3 clusters Score -1.662865e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128119 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -16628633.000000 Penalty: 3827.096436
	Iteration 27Q: 3 clusters Score -1.662863e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128176 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -16628609.000000 Penalty: 3827.096436
	Iteration 28Q: 3 clusters Score -1.662861e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128226 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -16628577.000000 Penalty: 3827.096436
	Iteration 29Q: 3 clusters Score -1.662858e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128265 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -16628578.000000 Penalty: 3827.096436
	Iteration 30Q: 3 clusters Score -1.662858e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128300 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -16628560.000000 Penalty: 3827.096436
	Iteration 31Q: 3 clusters Score -1.662856e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128325 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -16628548.000000 Penalty: 3827.096436
	Iteration 32Q: 3 clusters Score -1.662855e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128346 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -16628551.000000 Penalty: 3827.096436
	Iteration 33Q: 3 clusters Score -1.662855e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128359 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -16628535.000000 Penalty: 3827.096436
	Iteration 34Q: 3 clusters Score -1.662854e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128376 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -16628517.000000 Penalty: 3827.096436
	Iteration 35Q: 3 clusters Score -1.662852e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128395 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -16628499.000000 Penalty: 3827.096436
	Iteration 36Q: 3 clusters Score -1.66285e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128408 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -16628504.000000 Penalty: 3827.096436
	Iteration 37Q: 3 clusters Score -1.66285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128429 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -16628493.000000 Penalty: 3827.096436
	Iteration 38Q: 3 clusters Score -1.662849e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128445 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -16628494.000000 Penalty: 3827.096436
	Iteration 39Q: 3 clusters Score -1.662849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128458 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -16628496.000000 Penalty: 3827.096436
	Iteration 40F: 3 clusters Score -1.66285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128466 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -16628495.000000 Penalty: 3827.096436
	Iteration 41Q: 3 clusters Score -1.66285e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128476 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -16628479.000000 Penalty: 3827.096436
	Iteration 42Q: 3 clusters Score -1.662848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128484 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -16628481.000000 Penalty: 3827.096436
	Iteration 43Q: 3 clusters Score -1.662848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128492 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -16628483.000000 Penalty: 3827.096436
	Iteration 44Q: 3 clusters Score -1.662848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128496 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -16628470.000000 Penalty: 3827.096436
	Iteration 45Q: 3 clusters Score -1.662847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128498 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -16628476.000000 Penalty: 3827.096436
	Iteration 46Q: 3 clusters Score -1.662848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128501 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -16628471.000000 Penalty: 3827.096436
	Iteration 47Q: 3 clusters Score -1.662847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128503 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -16628460.000000 Penalty: 3827.096436
	Iteration 48Q: 3 clusters Score -1.662846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128505 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -16628464.000000 Penalty: 3827.096436
	Iteration 49Q: 3 clusters Score -1.662846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128507 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -16628452.000000 Penalty: 3827.096436
	Iteration 50Q: 3 clusters Score -1.662845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128507 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -16628452.000000 Penalty: 3827.096436
	Iteration 51F: 3 clusters Score -1.662845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Entering Unmasked Estep 
Score: -2316809.000000 Penalty: 1593.239502
	Iteration 0F: 2 clusters Score -2316809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2304345.750000 Penalty: 3186.479004
	Iteration 0F: 3 clusters Score -2304346 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2308882.500000 Penalty: 3186.479004
	Iteration 1F: 3 clusters Score -2308882 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2309186.750000 Penalty: 3186.479004
	Iteration 2Q: 3 clusters Score -2309187 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2309458.000000 Penalty: 3186.479004
	Iteration 3Q: 3 clusters Score -2309458 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2309727.250000 Penalty: 3186.479004
	Iteration 4Q: 3 clusters Score -2309727 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2309994.250000 Penalty: 3186.479004
	Iteration 5Q: 3 clusters Score -2309994 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2310293.750000 Penalty: 3186.479004
	Iteration 6Q: 3 clusters Score -2310294 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2310657.000000 Penalty: 3186.479004
	Iteration 7Q: 3 clusters Score -2310657 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2311105.500000 Penalty: 3186.479004
	Iteration 8Q: 3 clusters Score -2311106 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2311651.000000 Penalty: 3186.479004
	Iteration 9Q: 3 clusters Score -2311651 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2312227.500000 Penalty: 3186.479004
	Iteration 10Q: 3 clusters Score -2312228 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2312756.000000 Penalty: 3186.479004
	Iteration 11Q: 3 clusters Score -2312756 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2313170.000000 Penalty: 3186.479004
	Iteration 12Q: 3 clusters Score -2313170 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2313473.000000 Penalty: 3186.479004
	Iteration 13Q: 3 clusters Score -2313473 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2313694.500000 Penalty: 3186.479004
	Iteration 14Q: 3 clusters Score -2313694 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2313899.750000 Penalty: 3186.479004
	Iteration 15Q: 3 clusters Score -2313900 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2314059.000000 Penalty: 3186.479004
	Iteration 16Q: 3 clusters Score -2314059 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2314166.250000 Penalty: 3186.479004
	Iteration 17Q: 3 clusters Score -2314166 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2314288.500000 Penalty: 3186.479004
	Iteration 18Q: 3 clusters Score -2314288 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2314397.000000 Penalty: 3186.479004
	Iteration 19Q: 3 clusters Score -2314397 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2314514.500000 Penalty: 3186.479004
	Iteration 20F: 3 clusters Score -2314514 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2314623.250000 Penalty: 3186.479004
	Iteration 21Q: 3 clusters Score -2314623 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2314716.750000 Penalty: 3186.479004
	Iteration 22Q: 3 clusters Score -2314717 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2314811.500000 Penalty: 3186.479004
	Iteration 23Q: 3 clusters Score -2314812 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2314899.000000 Penalty: 3186.479004
	Iteration 24Q: 3 clusters Score -2314899 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2314991.500000 Penalty: 3186.479004
	Iteration 25Q: 3 clusters Score -2314992 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2315095.000000 Penalty: 3186.479004
	Iteration 26Q: 3 clusters Score -2315095 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2315163.500000 Penalty: 3186.479004
	Iteration 27Q: 3 clusters Score -2315164 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2315211.000000 Penalty: 3186.479004
	Iteration 28Q: 3 clusters Score -2315211 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2315251.500000 Penalty: 3186.479004
	Iteration 29Q: 3 clusters Score -2315252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2315295.000000 Penalty: 3186.479004
	Iteration 30Q: 3 clusters Score -2315295 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2315331.000000 Penalty: 3186.479004
	Iteration 31Q: 3 clusters Score -2315331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2315353.500000 Penalty: 3186.479004
	Iteration 32Q: 3 clusters Score -2315354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2315372.750000 Penalty: 3186.479004
	Iteration 33Q: 3 clusters Score -2315373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2315386.500000 Penalty: 3186.479004
	Iteration 34Q: 3 clusters Score -2315386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2315394.500000 Penalty: 3186.479004
	Iteration 35Q: 3 clusters Score -2315394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2315407.000000 Penalty: 3186.479004
	Iteration 36Q: 3 clusters Score -2315407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2315414.250000 Penalty: 3186.479004
	Iteration 37Q: 3 clusters Score -2315414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2315431.250000 Penalty: 3186.479004
	Iteration 38Q: 3 clusters Score -2315431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2315432.750000 Penalty: 3186.479004
	Iteration 39Q: 3 clusters Score -2315433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2315444.500000 Penalty: 3186.479004
	Iteration 40F: 3 clusters Score -2315444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2315452.000000 Penalty: 3186.479004
	Iteration 41Q: 3 clusters Score -2315452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2315455.750000 Penalty: 3186.479004
	Iteration 42Q: 3 clusters Score -2315456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2315457.000000 Penalty: 3186.479004
	Iteration 43Q: 3 clusters Score -2315457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2315462.250000 Penalty: 3186.479004
	Iteration 44Q: 3 clusters Score -2315462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2315465.000000 Penalty: 3186.479004
	Iteration 45Q: 3 clusters Score -2315465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2315464.750000 Penalty: 3186.479004
	Iteration 46Q: 3 clusters Score -2315465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2315464.250000 Penalty: 3186.479004
	Iteration 47Q: 3 clusters Score -2315464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2315465.750000 Penalty: 3186.479004
	Iteration 48Q: 3 clusters Score -2315466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2315464.500000 Penalty: 3186.479004
	Iteration 49Q: 3 clusters Score -2315464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2315465.250000 Penalty: 3186.479004
	Iteration 50Q: 3 clusters Score -2315465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2315466.000000 Penalty: 3186.479004
	Iteration 51Q: 3 clusters Score -2315466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2315467.500000 Penalty: 3186.479004
	Iteration 52Q: 3 clusters Score -2315468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2315467.500000 Penalty: 3186.479004
	Iteration 53F: 3 clusters Score -2315468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Entering Unmasked Estep 
Score: -961418.000000 Penalty: 1452.148438
	Iteration 0F: 2 clusters Score -961418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -955845.312500 Penalty: 2904.296875
	Iteration 0F: 3 clusters Score -955845.3 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -957734.750000 Penalty: 2904.296875
	Iteration 1F: 3 clusters Score -957734.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -958066.250000 Penalty: 2904.296875
	Iteration 2F: 3 clusters Score -958066.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -958376.437500 Penalty: 2904.296875
	Iteration 3F: 3 clusters Score -958376.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -958691.562500 Penalty: 2904.296875
	Iteration 4F: 3 clusters Score -958691.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -958988.937500 Penalty: 2904.296875
	Iteration 5F: 3 clusters Score -958988.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -959260.937500 Penalty: 2904.296875
	Iteration 6F: 3 clusters Score -959260.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -959496.687500 Penalty: 2904.296875
	Iteration 7F: 3 clusters Score -959496.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -959661.687500 Penalty: 2904.296875
	Iteration 8Q: 3 clusters Score -959661.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -959767.687500 Penalty: 2904.296875
	Iteration 9Q: 3 clusters Score -959767.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -959839.687500 Penalty: 2904.296875
	Iteration 10Q: 3 clusters Score -959839.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -959904.562500 Penalty: 2904.296875
	Iteration 11Q: 3 clusters Score -959904.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -959954.625000 Penalty: 2904.296875
	Iteration 12Q: 3 clusters Score -959954.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -959998.250000 Penalty: 2904.296875
	Iteration 13Q: 3 clusters Score -959998.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -960045.812500 Penalty: 2904.296875
	Iteration 14Q: 3 clusters Score -960045.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -960091.812500 Penalty: 2904.296875
	Iteration 15Q: 3 clusters Score -960091.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -960117.000000 Penalty: 2904.296875
	Iteration 16Q: 3 clusters Score -960117 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -960139.500000 Penalty: 2904.296875
	Iteration 17Q: 3 clusters Score -960139.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -960159.437500 Penalty: 2904.296875
	Iteration 18Q: 3 clusters Score -960159.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -960172.625000 Penalty: 2904.296875
	Iteration 19Q: 3 clusters Score -960172.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -960185.250000 Penalty: 2904.296875
	Iteration 20F: 3 clusters Score -960185.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -960195.812500 Penalty: 2904.296875
	Iteration 21Q: 3 clusters Score -960195.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -960207.500000 Penalty: 2904.296875
	Iteration 22Q: 3 clusters Score -960207.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -960212.500000 Penalty: 2904.296875
	Iteration 23Q: 3 clusters Score -960212.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -960224.375000 Penalty: 2904.296875
	Iteration 24Q: 3 clusters Score -960224.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -960232.562500 Penalty: 2904.296875
	Iteration 25Q: 3 clusters Score -960232.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -960234.125000 Penalty: 2904.296875
	Iteration 26Q: 3 clusters Score -960234.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -960236.062500 Penalty: 2904.296875
	Iteration 27Q: 3 clusters Score -960236.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -960237.187500 Penalty: 2904.296875
	Iteration 28Q: 3 clusters Score -960237.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -960238.125000 Penalty: 2904.296875
	Iteration 29Q: 3 clusters Score -960238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -960238.437500 Penalty: 2904.296875
	Iteration 30Q: 3 clusters Score -960238.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -960238.437500 Penalty: 2904.296875
	Iteration 31F: 3 clusters Score -960238.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (100160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100160 members 
Entering Unmasked Estep 
Score: -12730794.000000 Penalty: 1871.110229
	Iteration 0F: 2 clusters Score -1.273079e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -12665501.000000 Penalty: 3742.220459
	Iteration 0F: 3 clusters Score -1.26655e+07 nChanged 47693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -12692625.000000 Penalty: 3742.220459
	Iteration 1F: 3 clusters Score -1.269262e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -12693109.000000 Penalty: 3742.220459
	Iteration 2Q: 3 clusters Score -1.269311e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -12693593.000000 Penalty: 3742.220459
	Iteration 3Q: 3 clusters Score -1.269359e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -12694231.000000 Penalty: 3742.220459
	Iteration 4Q: 3 clusters Score -1.269423e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -12695298.000000 Penalty: 3742.220459
	Iteration 5Q: 3 clusters Score -1.26953e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -12697069.000000 Penalty: 3742.220459
	Iteration 6Q: 3 clusters Score -1.269707e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -12699916.000000 Penalty: 3742.220459
	Iteration 7F: 3 clusters Score -1.269992e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -12705023.000000 Penalty: 3742.220459
	Iteration 8F: 3 clusters Score -1.270502e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -12712043.000000 Penalty: 3742.220459
	Iteration 9F: 3 clusters Score -1.271204e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -12719341.000000 Penalty: 3742.220459
	Iteration 10F: 3 clusters Score -1.271934e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95839 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -12724855.000000 Penalty: 3742.220459
	Iteration 11F: 3 clusters Score -1.272486e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98641 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -12727572.000000 Penalty: 3742.220459
	Iteration 12Q: 3 clusters Score -1.272757e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99623 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12728539.000000 Penalty: 3742.220459
	Iteration 13Q: 3 clusters Score -1.272854e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99910 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -12728895.000000 Penalty: 3742.220459
	Iteration 14Q: 3 clusters Score -1.27289e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99979 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12729011.000000 Penalty: 3742.220459
	Iteration 15Q: 3 clusters Score -1.272901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99997 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12729052.000000 Penalty: 3742.220459
	Iteration 16Q: 3 clusters Score -1.272905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100009 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12729092.000000 Penalty: 3742.220459
	Iteration 17Q: 3 clusters Score -1.272909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100012 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12729112.000000 Penalty: 3742.220459
	Iteration 18Q: 3 clusters Score -1.272911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100010 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12729112.000000 Penalty: 3742.220459
	Iteration 19Q: 3 clusters Score -1.272911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100010 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12729119.000000 Penalty: 3742.220459
	Iteration 20F: 3 clusters Score -1.272912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100008 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12729123.000000 Penalty: 3742.220459
	Iteration 21Q: 3 clusters Score -1.272912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100009 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12729119.000000 Penalty: 3742.220459
	Iteration 22Q: 3 clusters Score -1.272912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100010 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12729125.000000 Penalty: 3742.220459
	Iteration 23Q: 3 clusters Score -1.272912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100010 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12729125.000000 Penalty: 3742.220459
	Iteration 24F: 3 clusters Score -1.272912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Entering Unmasked Estep 
Score: -1076713.375000 Penalty: 1476.883057
	Iteration 0F: 2 clusters Score -1076713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1070178.000000 Penalty: 2953.766113
	Iteration 0F: 3 clusters Score -1070178 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1072325.125000 Penalty: 2953.766113
	Iteration 1F: 3 clusters Score -1072325 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1072567.375000 Penalty: 2953.766113
	Iteration 2F: 3 clusters Score -1072567 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1072734.000000 Penalty: 2953.766113
	Iteration 3Q: 3 clusters Score -1072734 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1072889.000000 Penalty: 2953.766113
	Iteration 4Q: 3 clusters Score -1072889 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1073070.250000 Penalty: 2953.766113
	Iteration 5Q: 3 clusters Score -1073070 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1073280.500000 Penalty: 2953.766113
	Iteration 6Q: 3 clusters Score -1073280 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1073454.625000 Penalty: 2953.766113
	Iteration 7Q: 3 clusters Score -1073455 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1073618.500000 Penalty: 2953.766113
	Iteration 8Q: 3 clusters Score -1073618 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1073774.000000 Penalty: 2953.766113
	Iteration 9Q: 3 clusters Score -1073774 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1073885.500000 Penalty: 2953.766113
	Iteration 10Q: 3 clusters Score -1073886 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1073977.000000 Penalty: 2953.766113
	Iteration 11Q: 3 clusters Score -1073977 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1074084.250000 Penalty: 2953.766113
	Iteration 12Q: 3 clusters Score -1074084 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1074161.625000 Penalty: 2953.766113
	Iteration 13Q: 3 clusters Score -1074162 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1074238.000000 Penalty: 2953.766113
	Iteration 14Q: 3 clusters Score -1074238 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1074311.500000 Penalty: 2953.766113
	Iteration 15Q: 3 clusters Score -1074312 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1074371.500000 Penalty: 2953.766113
	Iteration 16Q: 3 clusters Score -1074372 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1074435.500000 Penalty: 2953.766113
	Iteration 17Q: 3 clusters Score -1074436 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1074505.500000 Penalty: 2953.766113
	Iteration 18Q: 3 clusters Score -1074506 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1074577.750000 Penalty: 2953.766113
	Iteration 19Q: 3 clusters Score -1074578 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1074668.125000 Penalty: 2953.766113
	Iteration 20F: 3 clusters Score -1074668 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1074763.250000 Penalty: 2953.766113
	Iteration 21Q: 3 clusters Score -1074763 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1074854.125000 Penalty: 2953.766113
	Iteration 22Q: 3 clusters Score -1074854 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1074933.000000 Penalty: 2953.766113
	Iteration 23Q: 3 clusters Score -1074933 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1075010.875000 Penalty: 2953.766113
	Iteration 24Q: 3 clusters Score -1075011 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1075082.500000 Penalty: 2953.766113
	Iteration 25Q: 3 clusters Score -1075082 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1075146.250000 Penalty: 2953.766113
	Iteration 26Q: 3 clusters Score -1075146 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1075192.000000 Penalty: 2953.766113
	Iteration 27Q: 3 clusters Score -1075192 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1075244.875000 Penalty: 2953.766113
	Iteration 28Q: 3 clusters Score -1075245 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1075292.875000 Penalty: 2953.766113
	Iteration 29Q: 3 clusters Score -1075293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1075327.750000 Penalty: 2953.766113
	Iteration 30Q: 3 clusters Score -1075328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1075361.000000 Penalty: 2953.766113
	Iteration 31Q: 3 clusters Score -1075361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1075383.375000 Penalty: 2953.766113
	Iteration 32Q: 3 clusters Score -1075383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1075406.250000 Penalty: 2953.766113
	Iteration 33Q: 3 clusters Score -1075406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1075416.000000 Penalty: 2953.766113
	Iteration 34Q: 3 clusters Score -1075416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1075421.875000 Penalty: 2953.766113
	Iteration 35Q: 3 clusters Score -1075422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1075427.875000 Penalty: 2953.766113
	Iteration 36Q: 3 clusters Score -1075428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1075439.625000 Penalty: 2953.766113
	Iteration 37Q: 3 clusters Score -1075440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1075453.000000 Penalty: 2953.766113
	Iteration 38Q: 3 clusters Score -1075453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1075459.875000 Penalty: 2953.766113
	Iteration 39Q: 3 clusters Score -1075460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1075468.000000 Penalty: 2953.766113
	Iteration 40F: 3 clusters Score -1075468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1075471.125000 Penalty: 2953.766113
	Iteration 41Q: 3 clusters Score -1075471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1075474.250000 Penalty: 2953.766113
	Iteration 42Q: 3 clusters Score -1075474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1075477.500000 Penalty: 2953.766113
	Iteration 43Q: 3 clusters Score -1075478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1075480.750000 Penalty: 2953.766113
	Iteration 44Q: 3 clusters Score -1075481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1075480.500000 Penalty: 2953.766113
	Iteration 45Q: 3 clusters Score -1075480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1075481.875000 Penalty: 2953.766113
	Iteration 46Q: 3 clusters Score -1075482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1075482.000000 Penalty: 2953.766113
	Iteration 47Q: 3 clusters Score -1075482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1075483.500000 Penalty: 2953.766113
	Iteration 48Q: 3 clusters Score -1075484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1075483.500000 Penalty: 2953.766113
	Iteration 49F: 3 clusters Score -1075484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -420023.906250 Penalty: 1341.107178
	Iteration 0F: 2 clusters Score -420023.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -416823.656250 Penalty: 2682.214355
	Iteration 0F: 3 clusters Score -416823.7 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -417876.812500 Penalty: 2682.214355
	Iteration 1F: 3 clusters Score -417876.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -418299.625000 Penalty: 2682.214355
	Iteration 2F: 3 clusters Score -418299.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -418646.781250 Penalty: 2682.214355
	Iteration 3F: 3 clusters Score -418646.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -418895.750000 Penalty: 2682.214355
	Iteration 4F: 3 clusters Score -418895.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -419065.937500 Penalty: 2682.214355
	Iteration 5F: 3 clusters Score -419065.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -419172.468750 Penalty: 2682.214355
	Iteration 6Q: 3 clusters Score -419172.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -419239.531250 Penalty: 2682.214355
	Iteration 7Q: 3 clusters Score -419239.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -419296.875000 Penalty: 2682.214355
	Iteration 8Q: 3 clusters Score -419296.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -419350.062500 Penalty: 2682.214355
	Iteration 9Q: 3 clusters Score -419350.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -419382.250000 Penalty: 2682.214355
	Iteration 10Q: 3 clusters Score -419382.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -419407.718750 Penalty: 2682.214355
	Iteration 11Q: 3 clusters Score -419407.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -419422.968750 Penalty: 2682.214355
	Iteration 12Q: 3 clusters Score -419423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -419435.593750 Penalty: 2682.214355
	Iteration 13Q: 3 clusters Score -419435.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -419445.812500 Penalty: 2682.214355
	Iteration 14Q: 3 clusters Score -419445.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -419451.875000 Penalty: 2682.214355
	Iteration 15Q: 3 clusters Score -419451.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -419459.156250 Penalty: 2682.214355
	Iteration 16Q: 3 clusters Score -419459.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -419461.656250 Penalty: 2682.214355
	Iteration 17Q: 3 clusters Score -419461.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -419463.687500 Penalty: 2682.214355
	Iteration 18Q: 3 clusters Score -419463.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -419464.906250 Penalty: 2682.214355
	Iteration 19Q: 3 clusters Score -419464.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -419465.031250 Penalty: 2682.214355
	Iteration 20F: 3 clusters Score -419465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -419465.187500 Penalty: 2682.214355
	Iteration 21Q: 3 clusters Score -419465.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -419465.187500 Penalty: 2682.214355
	Iteration 22F: 3 clusters Score -419465.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -497507.187500 Penalty: 1346.026733
	Iteration 0F: 2 clusters Score -497507.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -494188.093750 Penalty: 2692.053467
	Iteration 0F: 3 clusters Score -494188.1 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -495028.343750 Penalty: 2692.053467
	Iteration 1F: 3 clusters Score -495028.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -495178.750000 Penalty: 2692.053467
	Iteration 2F: 3 clusters Score -495178.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -495274.031250 Penalty: 2692.053467
	Iteration 3Q: 3 clusters Score -495274 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -495348.093750 Penalty: 2692.053467
	Iteration 4Q: 3 clusters Score -495348.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -495414.625000 Penalty: 2692.053467
	Iteration 5Q: 3 clusters Score -495414.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -495484.343750 Penalty: 2692.053467
	Iteration 6Q: 3 clusters Score -495484.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -495547.875000 Penalty: 2692.053467
	Iteration 7Q: 3 clusters Score -495547.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -495617.500000 Penalty: 2692.053467
	Iteration 8Q: 3 clusters Score -495617.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -495694.687500 Penalty: 2692.053467
	Iteration 9Q: 3 clusters Score -495694.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -495778.156250 Penalty: 2692.053467
	Iteration 10Q: 3 clusters Score -495778.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -495866.343750 Penalty: 2692.053467
	Iteration 11Q: 3 clusters Score -495866.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -495944.937500 Penalty: 2692.053467
	Iteration 12Q: 3 clusters Score -495944.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -496057.375000 Penalty: 2692.053467
	Iteration 13Q: 3 clusters Score -496057.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -496174.406250 Penalty: 2692.053467
	Iteration 14Q: 3 clusters Score -496174.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -496276.343750 Penalty: 2692.053467
	Iteration 15Q: 3 clusters Score -496276.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -496352.250000 Penalty: 2692.053467
	Iteration 16Q: 3 clusters Score -496352.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -496423.656250 Penalty: 2692.053467
	Iteration 17Q: 3 clusters Score -496423.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -496477.093750 Penalty: 2692.053467
	Iteration 18Q: 3 clusters Score -496477.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -496521.031250 Penalty: 2692.053467
	Iteration 19Q: 3 clusters Score -496521 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -496553.656250 Penalty: 2692.053467
	Iteration 20F: 3 clusters Score -496553.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -496581.156250 Penalty: 2692.053467
	Iteration 21Q: 3 clusters Score -496581.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -496604.906250 Penalty: 2692.053467
	Iteration 22Q: 3 clusters Score -496604.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -496618.125000 Penalty: 2692.053467
	Iteration 23Q: 3 clusters Score -496618.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -496630.593750 Penalty: 2692.053467
	Iteration 24Q: 3 clusters Score -496630.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -496640.812500 Penalty: 2692.053467
	Iteration 25Q: 3 clusters Score -496640.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -496643.406250 Penalty: 2692.053467
	Iteration 26Q: 3 clusters Score -496643.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -496649.093750 Penalty: 2692.053467
	Iteration 27Q: 3 clusters Score -496649.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -496651.187500 Penalty: 2692.053467
	Iteration 28Q: 3 clusters Score -496651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -496651.687500 Penalty: 2692.053467
	Iteration 29Q: 3 clusters Score -496651.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -496652.218750 Penalty: 2692.053467
	Iteration 30Q: 3 clusters Score -496652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -496652.781250 Penalty: 2692.053467
	Iteration 31Q: 3 clusters Score -496652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -496652.406250 Penalty: 2692.053467
	Iteration 32Q: 3 clusters Score -496652.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -496652.406250 Penalty: 2692.053467
	Iteration 33F: 3 clusters Score -496652.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (72526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Entering Unmasked Estep 
Score: -8570120.000000 Penalty: 1818.651245
	Iteration 0F: 2 clusters Score -8570120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -8521999.000000 Penalty: 3637.302490
	Iteration 0F: 3 clusters Score -8521999 nChanged 34287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -8542695.000000 Penalty: 3637.302490
	Iteration 1F: 3 clusters Score -8542695 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -8544878.000000 Penalty: 3637.302490
	Iteration 2F: 3 clusters Score -8544878 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -8547486.000000 Penalty: 3637.302490
	Iteration 3F: 3 clusters Score -8547486 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -8550370.000000 Penalty: 3637.302490
	Iteration 4F: 3 clusters Score -8550370 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -8552965.000000 Penalty: 3637.302490
	Iteration 5F: 3 clusters Score -8552965 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -8555267.000000 Penalty: 3637.302490
	Iteration 6F: 3 clusters Score -8555267 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -8557153.000000 Penalty: 3637.302490
	Iteration 7F: 3 clusters Score -8557153 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -8558504.000000 Penalty: 3637.302490
	Iteration 8Q: 3 clusters Score -8558504 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -8559303.000000 Penalty: 3637.302490
	Iteration 9Q: 3 clusters Score -8559303 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -8559767.000000 Penalty: 3637.302490
	Iteration 10Q: 3 clusters Score -8559767 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -8560070.000000 Penalty: 3637.302490
	Iteration 11Q: 3 clusters Score -8560070 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -8560265.000000 Penalty: 3637.302490
	Iteration 12Q: 3 clusters Score -8560265 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -8560383.000000 Penalty: 3637.302490
	Iteration 13Q: 3 clusters Score -8560383 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -8560471.000000 Penalty: 3637.302490
	Iteration 14Q: 3 clusters Score -8560471 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -8560546.000000 Penalty: 3637.302490
	Iteration 15Q: 3 clusters Score -8560546 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -8560613.000000 Penalty: 3637.302490
	Iteration 16Q: 3 clusters Score -8560613 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -8560640.000000 Penalty: 3637.302490
	Iteration 17Q: 3 clusters Score -8560640 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -8560713.000000 Penalty: 3637.302490
	Iteration 18Q: 3 clusters Score -8560713 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -8560739.000000 Penalty: 3637.302490
	Iteration 19Q: 3 clusters Score -8560739 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -8560735.000000 Penalty: 3637.302490
	Iteration 20F: 3 clusters Score -8560735 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -8560759.000000 Penalty: 3637.302490
	Iteration 21Q: 3 clusters Score -8560759 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -8560821.000000 Penalty: 3637.302490
	Iteration 22Q: 3 clusters Score -8560821 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -8560845.000000 Penalty: 3637.302490
	Iteration 23Q: 3 clusters Score -8560845 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -8560890.000000 Penalty: 3637.302490
	Iteration 24Q: 3 clusters Score -8560890 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -8560870.000000 Penalty: 3637.302490
	Iteration 25Q: 3 clusters Score -8560870 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -8560883.000000 Penalty: 3637.302490
	Iteration 26Q: 3 clusters Score -8560883 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -8560919.000000 Penalty: 3637.302490
	Iteration 27Q: 3 clusters Score -8560919 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -8560940.000000 Penalty: 3637.302490
	Iteration 28Q: 3 clusters Score -8560940 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -8560966.000000 Penalty: 3637.302490
	Iteration 29Q: 3 clusters Score -8560966 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -8560985.000000 Penalty: 3637.302490
	Iteration 30Q: 3 clusters Score -8560985 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -8561045.000000 Penalty: 3637.302490
	Iteration 31Q: 3 clusters Score -8561045 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -8561063.000000 Penalty: 3637.302490
	Iteration 32Q: 3 clusters Score -8561063 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -8561093.000000 Penalty: 3637.302490
	Iteration 33Q: 3 clusters Score -8561093 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -8561117.000000 Penalty: 3637.302490
	Iteration 34Q: 3 clusters Score -8561117 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -8561180.000000 Penalty: 3637.302490
	Iteration 35Q: 3 clusters Score -8561180 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -8561174.000000 Penalty: 3637.302490
	Iteration 36Q: 3 clusters Score -8561174 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -8561213.000000 Penalty: 3637.302490
	Iteration 37Q: 3 clusters Score -8561213 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -8561272.000000 Penalty: 3637.302490
	Iteration 38Q: 3 clusters Score -8561272 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -8561308.000000 Penalty: 3637.302490
	Iteration 39Q: 3 clusters Score -8561308 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -8561357.000000 Penalty: 3637.302490
	Iteration 40F: 3 clusters Score -8561357 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -8561351.000000 Penalty: 3637.302490
	Iteration 41Q: 3 clusters Score -8561351 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -8561371.000000 Penalty: 3637.302490
	Iteration 42Q: 3 clusters Score -8561371 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -8561371.000000 Penalty: 3637.302490
	Iteration 43Q: 3 clusters Score -8561371 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -8561416.000000 Penalty: 3637.302490
	Iteration 44Q: 3 clusters Score -8561416 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -8561408.000000 Penalty: 3637.302490
	Iteration 45Q: 3 clusters Score -8561408 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -8561425.000000 Penalty: 3637.302490
	Iteration 46Q: 3 clusters Score -8561425 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -8561419.000000 Penalty: 3637.302490
	Iteration 47Q: 3 clusters Score -8561419 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -8561448.000000 Penalty: 3637.302490
	Iteration 48Q: 3 clusters Score -8561448 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -8561460.000000 Penalty: 3637.302490
	Iteration 49Q: 3 clusters Score -8561460 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -8561475.000000 Penalty: 3637.302490
	Iteration 50Q: 3 clusters Score -8561475 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -8561512.000000 Penalty: 3637.302490
	Iteration 51Q: 3 clusters Score -8561512 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -8561524.000000 Penalty: 3637.302490
	Iteration 52Q: 3 clusters Score -8561524 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -8561513.000000 Penalty: 3637.302490
	Iteration 53Q: 3 clusters Score -8561513 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -8561549.000000 Penalty: 3637.302490
	Iteration 54Q: 3 clusters Score -8561549 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -8561542.000000 Penalty: 3637.302490
	Iteration 55Q: 3 clusters Score -8561542 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -8561552.000000 Penalty: 3637.302490
	Iteration 56Q: 3 clusters Score -8561552 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -8561586.000000 Penalty: 3637.302490
	Iteration 57Q: 3 clusters Score -8561586 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -8561598.000000 Penalty: 3637.302490
	Iteration 58Q: 3 clusters Score -8561598 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -8561607.000000 Penalty: 3637.302490
	Iteration 59Q: 3 clusters Score -8561607 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -8561595.000000 Penalty: 3637.302490
	Iteration 60F: 3 clusters Score -8561595 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -8561613.000000 Penalty: 3637.302490
	Iteration 61Q: 3 clusters Score -8561613 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -8561620.000000 Penalty: 3637.302490
	Iteration 62Q: 3 clusters Score -8561620 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -8561625.000000 Penalty: 3637.302490
	Iteration 63Q: 3 clusters Score -8561625 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -8561624.000000 Penalty: 3637.302490
	Iteration 64Q: 3 clusters Score -8561624 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -8561653.000000 Penalty: 3637.302490
	Iteration 65Q: 3 clusters Score -8561653 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -8561656.000000 Penalty: 3637.302490
	Iteration 66Q: 3 clusters Score -8561656 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -8561679.000000 Penalty: 3637.302490
	Iteration 67Q: 3 clusters Score -8561679 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -8561678.000000 Penalty: 3637.302490
	Iteration 68Q: 3 clusters Score -8561678 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -8561698.000000 Penalty: 3637.302490
	Iteration 69Q: 3 clusters Score -8561698 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -8561724.000000 Penalty: 3637.302490
	Iteration 70Q: 3 clusters Score -8561724 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -8561768.000000 Penalty: 3637.302490
	Iteration 71Q: 3 clusters Score -8561768 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -8561770.000000 Penalty: 3637.302490
	Iteration 72Q: 3 clusters Score -8561770 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -8561788.000000 Penalty: 3637.302490
	Iteration 73Q: 3 clusters Score -8561788 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -8561873.000000 Penalty: 3637.302490
	Iteration 74Q: 3 clusters Score -8561873 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -8561948.000000 Penalty: 3637.302490
	Iteration 75Q: 3 clusters Score -8561948 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -8562032.000000 Penalty: 3637.302490
	Iteration 76Q: 3 clusters Score -8562032 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -8562142.000000 Penalty: 3637.302490
	Iteration 77Q: 3 clusters Score -8562142 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -8562251.000000 Penalty: 3637.302490
	Iteration 78Q: 3 clusters Score -8562251 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -8562343.000000 Penalty: 3637.302490
	Iteration 79Q: 3 clusters Score -8562343 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -8562450.000000 Penalty: 3637.302490
	Iteration 80F: 3 clusters Score -8562450 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -8562558.000000 Penalty: 3637.302490
	Iteration 81Q: 3 clusters Score -8562558 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -8562748.000000 Penalty: 3637.302490
	Iteration 82Q: 3 clusters Score -8562748 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -8562950.000000 Penalty: 3637.302490
	Iteration 83Q: 3 clusters Score -8562950 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -8563153.000000 Penalty: 3637.302490
	Iteration 84Q: 3 clusters Score -8563153 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -8563396.000000 Penalty: 3637.302490
	Iteration 85Q: 3 clusters Score -8563396 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -8563662.000000 Penalty: 3637.302490
	Iteration 86Q: 3 clusters Score -8563662 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -8563948.000000 Penalty: 3637.302490
	Iteration 87Q: 3 clusters Score -8563948 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -8564236.000000 Penalty: 3637.302490
	Iteration 88Q: 3 clusters Score -8564236 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -8564551.000000 Penalty: 3637.302490
	Iteration 89Q: 3 clusters Score -8564551 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -8564882.000000 Penalty: 3637.302490
	Iteration 90Q: 3 clusters Score -8564882 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -8565273.000000 Penalty: 3637.302490
	Iteration 91Q: 3 clusters Score -8565273 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -8565583.000000 Penalty: 3637.302490
	Iteration 92Q: 3 clusters Score -8565583 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -8565883.000000 Penalty: 3637.302490
	Iteration 93Q: 3 clusters Score -8565883 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -8566125.000000 Penalty: 3637.302490
	Iteration 94Q: 3 clusters Score -8566125 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61036 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -8566450.000000 Penalty: 3637.302490
	Iteration 95Q: 3 clusters Score -8566450 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -8566753.000000 Penalty: 3637.302490
	Iteration 96Q: 3 clusters Score -8566753 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -8566993.000000 Penalty: 3637.302490
	Iteration 97Q: 3 clusters Score -8566993 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -8567279.000000 Penalty: 3637.302490
	Iteration 98Q: 3 clusters Score -8567279 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -8567570.000000 Penalty: 3637.302490
	Iteration 99Q: 3 clusters Score -8567570 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -8567820.000000 Penalty: 3637.302490
	Iteration 100F: 3 clusters Score -8567820 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -8568016.000000 Penalty: 3637.302490
	Iteration 101Q: 3 clusters Score -8568016 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -8568252.000000 Penalty: 3637.302490
	Iteration 102Q: 3 clusters Score -8568252 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -8568436.000000 Penalty: 3637.302490
	Iteration 103Q: 3 clusters Score -8568436 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -8568575.000000 Penalty: 3637.302490
	Iteration 104Q: 3 clusters Score -8568575 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67720 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -8568710.000000 Penalty: 3637.302490
	Iteration 105Q: 3 clusters Score -8568710 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -8568842.000000 Penalty: 3637.302490
	Iteration 106Q: 3 clusters Score -8568842 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -8568920.000000 Penalty: 3637.302490
	Iteration 107Q: 3 clusters Score -8568920 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -8569030.000000 Penalty: 3637.302490
	Iteration 108Q: 3 clusters Score -8569030 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68938 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -8569096.000000 Penalty: 3637.302490
	Iteration 109Q: 3 clusters Score -8569096 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69122 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -8569154.000000 Penalty: 3637.302490
	Iteration 110Q: 3 clusters Score -8569154 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -8569161.000000 Penalty: 3637.302490
	Iteration 111Q: 3 clusters Score -8569161 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69372 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -8569222.000000 Penalty: 3637.302490
	Iteration 112Q: 3 clusters Score -8569222 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -8569233.000000 Penalty: 3637.302490
	Iteration 113Q: 3 clusters Score -8569233 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69589 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -8569280.000000 Penalty: 3637.302490
	Iteration 114Q: 3 clusters Score -8569280 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69688 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -8569295.000000 Penalty: 3637.302490
	Iteration 115Q: 3 clusters Score -8569295 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8569296.000000 Penalty: 3637.302490
	Iteration 116Q: 3 clusters Score -8569296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69820 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -8569325.000000 Penalty: 3637.302490
	Iteration 117Q: 3 clusters Score -8569325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -8569328.000000 Penalty: 3637.302490
	Iteration 118Q: 3 clusters Score -8569328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -8569346.000000 Penalty: 3637.302490
	Iteration 119Q: 3 clusters Score -8569346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69949 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -8569349.000000 Penalty: 3637.302490
	Iteration 120F: 3 clusters Score -8569349 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8569368.000000 Penalty: 3637.302490
	Iteration 121Q: 3 clusters Score -8569368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -8569379.000000 Penalty: 3637.302490
	Iteration 122Q: 3 clusters Score -8569379 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70058 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8569390.000000 Penalty: 3637.302490
	Iteration 123Q: 3 clusters Score -8569390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8569409.000000 Penalty: 3637.302490
	Iteration 124Q: 3 clusters Score -8569409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -8569410.000000 Penalty: 3637.302490
	Iteration 125Q: 3 clusters Score -8569410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -8569414.000000 Penalty: 3637.302490
	Iteration 126Q: 3 clusters Score -8569414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -8569431.000000 Penalty: 3637.302490
	Iteration 127Q: 3 clusters Score -8569431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -8569432.000000 Penalty: 3637.302490
	Iteration 128Q: 3 clusters Score -8569432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -8569447.000000 Penalty: 3637.302490
	Iteration 129Q: 3 clusters Score -8569447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70290 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8569465.000000 Penalty: 3637.302490
	Iteration 130Q: 3 clusters Score -8569465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8569464.000000 Penalty: 3637.302490
	Iteration 131Q: 3 clusters Score -8569464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70321 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8569486.000000 Penalty: 3637.302490
	Iteration 132Q: 3 clusters Score -8569486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -8569486.000000 Penalty: 3637.302490
	Iteration 133Q: 3 clusters Score -8569486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70360 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -8569498.000000 Penalty: 3637.302490
	Iteration 134Q: 3 clusters Score -8569498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8569500.000000 Penalty: 3637.302490
	Iteration 135Q: 3 clusters Score -8569500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8569514.000000 Penalty: 3637.302490
	Iteration 136Q: 3 clusters Score -8569514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70417 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -8569524.000000 Penalty: 3637.302490
	Iteration 137Q: 3 clusters Score -8569524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70425 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -8569523.000000 Penalty: 3637.302490
	Iteration 138Q: 3 clusters Score -8569523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8569521.000000 Penalty: 3637.302490
	Iteration 139Q: 3 clusters Score -8569521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8569519.000000 Penalty: 3637.302490
	Iteration 140F: 3 clusters Score -8569519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8569524.000000 Penalty: 3637.302490
	Iteration 141Q: 3 clusters Score -8569524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8569523.000000 Penalty: 3637.302490
	Iteration 142Q: 3 clusters Score -8569523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70478 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8569521.000000 Penalty: 3637.302490
	Iteration 143Q: 3 clusters Score -8569521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -8569528.000000 Penalty: 3637.302490
	Iteration 144Q: 3 clusters Score -8569528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70491 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8569529.000000 Penalty: 3637.302490
	Iteration 145Q: 3 clusters Score -8569529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70496 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -8569538.000000 Penalty: 3637.302490
	Iteration 146Q: 3 clusters Score -8569538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8569538.000000 Penalty: 3637.302490
	Iteration 147Q: 3 clusters Score -8569538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70506 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8569529.000000 Penalty: 3637.302490
	Iteration 148Q: 3 clusters Score -8569529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70513 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -8569530.000000 Penalty: 3637.302490
	Iteration 149Q: 3 clusters Score -8569530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70515 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8569539.000000 Penalty: 3637.302490
	Iteration 150Q: 3 clusters Score -8569539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70515 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8569539.000000 Penalty: 3637.302490
	Iteration 151Q: 3 clusters Score -8569539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8569539.000000 Penalty: 3637.302490
	Iteration 152Q: 3 clusters Score -8569539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -8569536.000000 Penalty: 3637.302490
	Iteration 153Q: 3 clusters Score -8569536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8569539.000000 Penalty: 3637.302490
	Iteration 154Q: 3 clusters Score -8569539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70522 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -8569538.000000 Penalty: 3637.302490
	Iteration 155Q: 3 clusters Score -8569538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70524 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -8569542.000000 Penalty: 3637.302490
	Iteration 156Q: 3 clusters Score -8569542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -8569538.000000 Penalty: 3637.302490
	Iteration 157Q: 3 clusters Score -8569538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8569535.000000 Penalty: 3637.302490
	Iteration 158Q: 3 clusters Score -8569535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8569534.000000 Penalty: 3637.302490
	Iteration 159Q: 3 clusters Score -8569534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -8569533.000000 Penalty: 3637.302490
	Iteration 160F: 3 clusters Score -8569533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -163018.203125 Penalty: 1169.947754
	Iteration 0F: 2 clusters Score -163018.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -161369.734375 Penalty: 2339.895508
	Iteration 0F: 3 clusters Score -161369.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -161713.890625 Penalty: 2339.895508
	Iteration 1F: 3 clusters Score -161713.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -161811.609375 Penalty: 2339.895508
	Iteration 2F: 3 clusters Score -161811.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -161860.484375 Penalty: 2339.895508
	Iteration 3Q: 3 clusters Score -161860.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -161892.687500 Penalty: 2339.895508
	Iteration 4Q: 3 clusters Score -161892.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -161913.062500 Penalty: 2339.895508
	Iteration 5Q: 3 clusters Score -161913.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -161926.890625 Penalty: 2339.895508
	Iteration 6Q: 3 clusters Score -161926.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -161940.968750 Penalty: 2339.895508
	Iteration 7Q: 3 clusters Score -161941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -161949.640625 Penalty: 2339.895508
	Iteration 8Q: 3 clusters Score -161949.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -161955.421875 Penalty: 2339.895508
	Iteration 9Q: 3 clusters Score -161955.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -161958.593750 Penalty: 2339.895508
	Iteration 10Q: 3 clusters Score -161958.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -161961.281250 Penalty: 2339.895508
	Iteration 11Q: 3 clusters Score -161961.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -161961.500000 Penalty: 2339.895508
	Iteration 12Q: 3 clusters Score -161961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -161962.250000 Penalty: 2339.895508
	Iteration 13Q: 3 clusters Score -161962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -161962.625000 Penalty: 2339.895508
	Iteration 14Q: 3 clusters Score -161962.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -161964.109375 Penalty: 2339.895508
	Iteration 15Q: 3 clusters Score -161964.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -161968.343750 Penalty: 2339.895508
	Iteration 16Q: 3 clusters Score -161968.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -161970.562500 Penalty: 2339.895508
	Iteration 17Q: 3 clusters Score -161970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -161973.921875 Penalty: 2339.895508
	Iteration 18Q: 3 clusters Score -161973.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -161974.921875 Penalty: 2339.895508
	Iteration 19Q: 3 clusters Score -161974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -161976.984375 Penalty: 2339.895508
	Iteration 20F: 3 clusters Score -161977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -161977.906250 Penalty: 2339.895508
	Iteration 21Q: 3 clusters Score -161977.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -161979.765625 Penalty: 2339.895508
	Iteration 22Q: 3 clusters Score -161979.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -161982.593750 Penalty: 2339.895508
	Iteration 23Q: 3 clusters Score -161982.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -161985.781250 Penalty: 2339.895508
	Iteration 24Q: 3 clusters Score -161985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -161988.921875 Penalty: 2339.895508
	Iteration 25Q: 3 clusters Score -161988.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -161990.828125 Penalty: 2339.895508
	Iteration 26Q: 3 clusters Score -161990.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -161995.203125 Penalty: 2339.895508
	Iteration 27Q: 3 clusters Score -161995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -161997.765625 Penalty: 2339.895508
	Iteration 28Q: 3 clusters Score -161997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -161998.750000 Penalty: 2339.895508
	Iteration 29Q: 3 clusters Score -161998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -161998.750000 Penalty: 2339.895508
	Iteration 30F: 3 clusters Score -161998.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Entering Unmasked Estep 
Score: -7670721.000000 Penalty: 1788.864502
	Iteration 0F: 2 clusters Score -7670721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -7630444.000000 Penalty: 3577.729004
	Iteration 0F: 3 clusters Score -7630444 nChanged 28543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -7646837.000000 Penalty: 3577.729004
	Iteration 1F: 3 clusters Score -7646837 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -7647751.500000 Penalty: 3577.729004
	Iteration 2Q: 3 clusters Score -7647752 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -7649168.500000 Penalty: 3577.729004
	Iteration 3F: 3 clusters Score -7649168 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -7651378.000000 Penalty: 3577.729004
	Iteration 4F: 3 clusters Score -7651378 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -7654584.000000 Penalty: 3577.729004
	Iteration 5F: 3 clusters Score -7654584 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -7658674.500000 Penalty: 3577.729004
	Iteration 6F: 3 clusters Score -7658674 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -7662742.000000 Penalty: 3577.729004
	Iteration 7F: 3 clusters Score -7662742 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -7666060.000000 Penalty: 3577.729004
	Iteration 8Q: 3 clusters Score -7666060 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -7667859.000000 Penalty: 3577.729004
	Iteration 9Q: 3 clusters Score -7667859 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -7668571.500000 Penalty: 3577.729004
	Iteration 10Q: 3 clusters Score -7668572 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -7668822.500000 Penalty: 3577.729004
	Iteration 11Q: 3 clusters Score -7668822 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -7669012.500000 Penalty: 3577.729004
	Iteration 12Q: 3 clusters Score -7669012 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -7669159.500000 Penalty: 3577.729004
	Iteration 13Q: 3 clusters Score -7669160 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -7669262.500000 Penalty: 3577.729004
	Iteration 14Q: 3 clusters Score -7669262 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -7669362.500000 Penalty: 3577.729004
	Iteration 15Q: 3 clusters Score -7669362 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -7669446.000000 Penalty: 3577.729004
	Iteration 16Q: 3 clusters Score -7669446 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -7669513.500000 Penalty: 3577.729004
	Iteration 17Q: 3 clusters Score -7669514 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -7669558.500000 Penalty: 3577.729004
	Iteration 18Q: 3 clusters Score -7669558 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -7669616.500000 Penalty: 3577.729004
	Iteration 19Q: 3 clusters Score -7669616 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -7669657.500000 Penalty: 3577.729004
	Iteration 20F: 3 clusters Score -7669658 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -7669693.000000 Penalty: 3577.729004
	Iteration 21Q: 3 clusters Score -7669693 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -7669720.000000 Penalty: 3577.729004
	Iteration 22Q: 3 clusters Score -7669720 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -7669756.000000 Penalty: 3577.729004
	Iteration 23Q: 3 clusters Score -7669756 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -7669802.000000 Penalty: 3577.729004
	Iteration 24Q: 3 clusters Score -7669802 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
Score: -7669779.000000 Penalty: 3577.729004
	Iteration 25Q: 3 clusters Score -7669779 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -7669790.500000 Penalty: 3577.729004
	Iteration 26Q: 3 clusters Score -7669790 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -7669805.500000 Penalty: 3577.729004
	Iteration 27Q: 3 clusters Score -7669806 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -7669817.000000 Penalty: 3577.729004
	Iteration 28Q: 3 clusters Score -7669817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -7669837.500000 Penalty: 3577.729004
	Iteration 29Q: 3 clusters Score -7669838 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -7669855.500000 Penalty: 3577.729004
	Iteration 30Q: 3 clusters Score -7669856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -7669884.000000 Penalty: 3577.729004
	Iteration 31Q: 3 clusters Score -7669884 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -7669886.000000 Penalty: 3577.729004
	Iteration 32Q: 3 clusters Score -7669886 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -7669898.500000 Penalty: 3577.729004
	Iteration 33Q: 3 clusters Score -7669898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -7669907.000000 Penalty: 3577.729004
	Iteration 34Q: 3 clusters Score -7669907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -7669920.000000 Penalty: 3577.729004
	Iteration 35Q: 3 clusters Score -7669920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -7669923.500000 Penalty: 3577.729004
	Iteration 36Q: 3 clusters Score -7669924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -7669925.000000 Penalty: 3577.729004
	Iteration 37Q: 3 clusters Score -7669925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -7669930.500000 Penalty: 3577.729004
	Iteration 38Q: 3 clusters Score -7669930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -7669930.000000 Penalty: 3577.729004
	Iteration 39Q: 3 clusters Score -7669930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -7669939.500000 Penalty: 3577.729004
	Iteration 40F: 3 clusters Score -7669940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -7669945.000000 Penalty: 3577.729004
	Iteration 41Q: 3 clusters Score -7669945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -7669945.500000 Penalty: 3577.729004
	Iteration 42Q: 3 clusters Score -7669946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -7669947.000000 Penalty: 3577.729004
	Iteration 43Q: 3 clusters Score -7669947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -7669950.000000 Penalty: 3577.729004
	Iteration 44Q: 3 clusters Score -7669950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -7669944.000000 Penalty: 3577.729004
	Iteration 45Q: 3 clusters Score -7669944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -7669936.500000 Penalty: 3577.729004
	Iteration 46Q: 3 clusters Score -7669936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -7669953.500000 Penalty: 3577.729004
	Iteration 47Q: 3 clusters Score -7669954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -7669947.000000 Penalty: 3577.729004
	Iteration 48Q: 3 clusters Score -7669947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -7669943.500000 Penalty: 3577.729004
	Iteration 49Q: 3 clusters Score -7669944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -7669947.500000 Penalty: 3577.729004
	Iteration 50Q: 3 clusters Score -7669948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -7669952.000000 Penalty: 3577.729004
	Iteration 51Q: 3 clusters Score -7669952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -7669951.500000 Penalty: 3577.729004
	Iteration 52Q: 3 clusters Score -7669952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -7669962.000000 Penalty: 3577.729004
	Iteration 53Q: 3 clusters Score -7669962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -7669956.500000 Penalty: 3577.729004
	Iteration 54Q: 3 clusters Score -7669956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -7669957.000000 Penalty: 3577.729004
	Iteration 55Q: 3 clusters Score -7669957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -7669954.500000 Penalty: 3577.729004
	Iteration 56Q: 3 clusters Score -7669954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -7669958.000000 Penalty: 3577.729004
	Iteration 57Q: 3 clusters Score -7669958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -7669960.500000 Penalty: 3577.729004
	Iteration 58Q: 3 clusters Score -7669960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -7669960.000000 Penalty: 3577.729004
	Iteration 59Q: 3 clusters Score -7669960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -7669959.000000 Penalty: 3577.729004
	Iteration 60F: 3 clusters Score -7669959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (119651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119651 members 
Entering Unmasked Estep 
Score: -15256894.000000 Penalty: 1900.004272
	Iteration 0F: 2 clusters Score -1.525689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -15178736.000000 Penalty: 3800.008545
	Iteration 0F: 3 clusters Score -1.517874e+07 nChanged 57393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -15212509.000000 Penalty: 3800.008545
	Iteration 1F: 3 clusters Score -1.521251e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -15213673.000000 Penalty: 3800.008545
	Iteration 2Q: 3 clusters Score -1.521367e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66751 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -15215253.000000 Penalty: 3800.008545
	Iteration 3Q: 3 clusters Score -1.521525e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -15217488.000000 Penalty: 3800.008545
	Iteration 4F: 3 clusters Score -1.521749e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75817 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -15220707.000000 Penalty: 3800.008545
	Iteration 5F: 3 clusters Score -1.522071e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -15224919.000000 Penalty: 3800.008545
	Iteration 6F: 3 clusters Score -1.522492e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -15229006.000000 Penalty: 3800.008545
	Iteration 7F: 3 clusters Score -1.522901e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93807 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -15233183.000000 Penalty: 3800.008545
	Iteration 8F: 3 clusters Score -1.523318e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99110 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -15237135.000000 Penalty: 3800.008545
	Iteration 9Q: 3 clusters Score -1.523714e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103850 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -15240864.000000 Penalty: 3800.008545
	Iteration 10Q: 3 clusters Score -1.524086e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107919 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -15244344.000000 Penalty: 3800.008545
	Iteration 11Q: 3 clusters Score -1.524434e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111064 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -15248313.000000 Penalty: 3800.008545
	Iteration 12Q: 3 clusters Score -1.524831e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113583 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -15251485.000000 Penalty: 3800.008545
	Iteration 13Q: 3 clusters Score -1.525148e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115592 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -15253510.000000 Penalty: 3800.008545
	Iteration 14Q: 3 clusters Score -1.525351e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117008 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -15254446.000000 Penalty: 3800.008545
	Iteration 15Q: 3 clusters Score -1.525445e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117873 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -15254984.000000 Penalty: 3800.008545
	Iteration 16Q: 3 clusters Score -1.525498e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118397 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -15255246.000000 Penalty: 3800.008545
	Iteration 17Q: 3 clusters Score -1.525525e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118661 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -15255400.000000 Penalty: 3800.008545
	Iteration 18Q: 3 clusters Score -1.52554e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118803 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -15255449.000000 Penalty: 3800.008545
	Iteration 19Q: 3 clusters Score -1.525545e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118900 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -15255519.000000 Penalty: 3800.008545
	Iteration 20F: 3 clusters Score -1.525552e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118952 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -15255568.000000 Penalty: 3800.008545
	Iteration 21Q: 3 clusters Score -1.525557e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118994 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -15255626.000000 Penalty: 3800.008545
	Iteration 22Q: 3 clusters Score -1.525563e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119019 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -15255632.000000 Penalty: 3800.008545
	Iteration 23Q: 3 clusters Score -1.525563e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119033 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -15255647.000000 Penalty: 3800.008545
	Iteration 24Q: 3 clusters Score -1.525565e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119047 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -15255691.000000 Penalty: 3800.008545
	Iteration 25Q: 3 clusters Score -1.525569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119049 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -15255671.000000 Penalty: 3800.008545
	Iteration 26Q: 3 clusters Score -1.525567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119054 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -15255676.000000 Penalty: 3800.008545
	Iteration 27Q: 3 clusters Score -1.525568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119063 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -15255672.000000 Penalty: 3800.008545
	Iteration 28Q: 3 clusters Score -1.525567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119070 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -15255677.000000 Penalty: 3800.008545
	Iteration 29Q: 3 clusters Score -1.525568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119079 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -15255670.000000 Penalty: 3800.008545
	Iteration 30Q: 3 clusters Score -1.525567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119088 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -15255676.000000 Penalty: 3800.008545
	Iteration 31Q: 3 clusters Score -1.525568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119090 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -15255679.000000 Penalty: 3800.008545
	Iteration 32Q: 3 clusters Score -1.525568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119094 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -15255689.000000 Penalty: 3800.008545
	Iteration 33Q: 3 clusters Score -1.525569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119096 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -15255697.000000 Penalty: 3800.008545
	Iteration 34Q: 3 clusters Score -1.52557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119098 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -15255690.000000 Penalty: 3800.008545
	Iteration 35Q: 3 clusters Score -1.525569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119099 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -15255691.000000 Penalty: 3800.008545
	Iteration 36Q: 3 clusters Score -1.525569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119102 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -15255687.000000 Penalty: 3800.008545
	Iteration 37Q: 3 clusters Score -1.525569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119104 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -15255686.000000 Penalty: 3800.008545
	Iteration 38Q: 3 clusters Score -1.525569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119108 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15255684.000000 Penalty: 3800.008545
	Iteration 39Q: 3 clusters Score -1.525568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119110 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15255698.000000 Penalty: 3800.008545
	Iteration 40F: 3 clusters Score -1.52557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119111 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -15255697.000000 Penalty: 3800.008545
	Iteration 41Q: 3 clusters Score -1.52557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119110 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15255699.000000 Penalty: 3800.008545
	Iteration 42Q: 3 clusters Score -1.52557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119110 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15255699.000000 Penalty: 3800.008545
	Iteration 43F: 3 clusters Score -1.52557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Entering Unmasked Estep 
Score: -6547762.000000 Penalty: 1761.807495
	Iteration 0F: 2 clusters Score -6547762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -6513366.000000 Penalty: 3523.614990
	Iteration 0F: 3 clusters Score -6513366 nChanged 24072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -6526984.500000 Penalty: 3523.614990
	Iteration 1F: 3 clusters Score -6526984 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -6527701.500000 Penalty: 3523.614990
	Iteration 2Q: 3 clusters Score -6527702 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -6528540.500000 Penalty: 3523.614990
	Iteration 3Q: 3 clusters Score -6528540 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -6529807.000000 Penalty: 3523.614990
	Iteration 4F: 3 clusters Score -6529807 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -6531662.500000 Penalty: 3523.614990
	Iteration 5F: 3 clusters Score -6531662 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -6534133.000000 Penalty: 3523.614990
	Iteration 6F: 3 clusters Score -6534133 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -6537055.500000 Penalty: 3523.614990
	Iteration 7F: 3 clusters Score -6537056 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -6539794.500000 Penalty: 3523.614990
	Iteration 8F: 3 clusters Score -6539794 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -6541602.500000 Penalty: 3523.614990
	Iteration 9F: 3 clusters Score -6541602 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -6542553.000000 Penalty: 3523.614990
	Iteration 10Q: 3 clusters Score -6542553 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -6543141.500000 Penalty: 3523.614990
	Iteration 11Q: 3 clusters Score -6543142 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -6543538.500000 Penalty: 3523.614990
	Iteration 12Q: 3 clusters Score -6543538 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -6543822.000000 Penalty: 3523.614990
	Iteration 13Q: 3 clusters Score -6543822 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -6544061.000000 Penalty: 3523.614990
	Iteration 14Q: 3 clusters Score -6544061 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -6544264.500000 Penalty: 3523.614990
	Iteration 15Q: 3 clusters Score -6544264 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -6544475.500000 Penalty: 3523.614990
	Iteration 16Q: 3 clusters Score -6544476 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -6544639.000000 Penalty: 3523.614990
	Iteration 17Q: 3 clusters Score -6544639 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -6544821.000000 Penalty: 3523.614990
	Iteration 18Q: 3 clusters Score -6544821 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -6545021.000000 Penalty: 3523.614990
	Iteration 19Q: 3 clusters Score -6545021 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -6545221.500000 Penalty: 3523.614990
	Iteration 20F: 3 clusters Score -6545222 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -6545426.000000 Penalty: 3523.614990
	Iteration 21Q: 3 clusters Score -6545426 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -6545616.000000 Penalty: 3523.614990
	Iteration 22Q: 3 clusters Score -6545616 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -6545775.000000 Penalty: 3523.614990
	Iteration 23Q: 3 clusters Score -6545775 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -6545950.500000 Penalty: 3523.614990
	Iteration 24Q: 3 clusters Score -6545950 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -6546130.500000 Penalty: 3523.614990
	Iteration 25Q: 3 clusters Score -6546130 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -6546268.000000 Penalty: 3523.614990
	Iteration 26Q: 3 clusters Score -6546268 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -6546415.000000 Penalty: 3523.614990
	Iteration 27Q: 3 clusters Score -6546415 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -6546532.500000 Penalty: 3523.614990
	Iteration 28Q: 3 clusters Score -6546532 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -6546630.000000 Penalty: 3523.614990
	Iteration 29Q: 3 clusters Score -6546630 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -6546679.000000 Penalty: 3523.614990
	Iteration 30Q: 3 clusters Score -6546679 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -6546768.000000 Penalty: 3523.614990
	Iteration 31Q: 3 clusters Score -6546768 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -6546837.500000 Penalty: 3523.614990
	Iteration 32Q: 3 clusters Score -6546838 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -6546935.500000 Penalty: 3523.614990
	Iteration 33Q: 3 clusters Score -6546936 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -6547027.000000 Penalty: 3523.614990
	Iteration 34Q: 3 clusters Score -6547027 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -6547073.500000 Penalty: 3523.614990
	Iteration 35Q: 3 clusters Score -6547074 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -6547140.500000 Penalty: 3523.614990
	Iteration 36Q: 3 clusters Score -6547140 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -6547209.500000 Penalty: 3523.614990
	Iteration 37Q: 3 clusters Score -6547210 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -6547269.500000 Penalty: 3523.614990
	Iteration 38Q: 3 clusters Score -6547270 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -6547317.000000 Penalty: 3523.614990
	Iteration 39Q: 3 clusters Score -6547317 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -6547365.000000 Penalty: 3523.614990
	Iteration 40F: 3 clusters Score -6547365 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -6547428.000000 Penalty: 3523.614990
	Iteration 41Q: 3 clusters Score -6547428 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -6547452.000000 Penalty: 3523.614990
	Iteration 42Q: 3 clusters Score -6547452 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -6547490.000000 Penalty: 3523.614990
	Iteration 43Q: 3 clusters Score -6547490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -6547504.500000 Penalty: 3523.614990
	Iteration 44Q: 3 clusters Score -6547504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -6547507.500000 Penalty: 3523.614990
	Iteration 45Q: 3 clusters Score -6547508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -6547518.500000 Penalty: 3523.614990
	Iteration 46Q: 3 clusters Score -6547518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -6547524.500000 Penalty: 3523.614990
	Iteration 47Q: 3 clusters Score -6547524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -6547537.500000 Penalty: 3523.614990
	Iteration 48Q: 3 clusters Score -6547538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -6547527.500000 Penalty: 3523.614990
	Iteration 49Q: 3 clusters Score -6547528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -6547541.500000 Penalty: 3523.614990
	Iteration 50Q: 3 clusters Score -6547542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -6547545.000000 Penalty: 3523.614990
	Iteration 51Q: 3 clusters Score -6547545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -6547539.500000 Penalty: 3523.614990
	Iteration 52Q: 3 clusters Score -6547540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -6547537.500000 Penalty: 3523.614990
	Iteration 53Q: 3 clusters Score -6547538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -6547540.500000 Penalty: 3523.614990
	Iteration 54Q: 3 clusters Score -6547540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -6547539.500000 Penalty: 3523.614990
	Iteration 55Q: 3 clusters Score -6547540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -6547535.500000 Penalty: 3523.614990
	Iteration 56Q: 3 clusters Score -6547536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -6547535.500000 Penalty: 3523.614990
	Iteration 57Q: 3 clusters Score -6547536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -6547539.000000 Penalty: 3523.614990
	Iteration 58Q: 3 clusters Score -6547539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -6547539.000000 Penalty: 3523.614990
	Iteration 59Q: 3 clusters Score -6547539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -6547535.000000 Penalty: 3523.614990
	Iteration 60F: 3 clusters Score -6547535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -6547538.500000 Penalty: 3523.614990
	Iteration 61Q: 3 clusters Score -6547538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -6547538.000000 Penalty: 3523.614990
	Iteration 62Q: 3 clusters Score -6547538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -6547543.000000 Penalty: 3523.614990
	Iteration 63Q: 3 clusters Score -6547543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -6547545.000000 Penalty: 3523.614990
	Iteration 64Q: 3 clusters Score -6547545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -6547550.000000 Penalty: 3523.614990
	Iteration 65Q: 3 clusters Score -6547550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -6547550.000000 Penalty: 3523.614990
	Iteration 66F: 3 clusters Score -6547550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Entering Unmasked Estep 
Score: -583064.750000 Penalty: 1386.847168
	Iteration 0F: 2 clusters Score -583064.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -579055.937500 Penalty: 2773.694336
	Iteration 0F: 3 clusters Score -579055.9 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -580170.562500 Penalty: 2773.694336
	Iteration 1F: 3 clusters Score -580170.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -580425.500000 Penalty: 2773.694336
	Iteration 2F: 3 clusters Score -580425.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -580649.312500 Penalty: 2773.694336
	Iteration 3F: 3 clusters Score -580649.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -580884.625000 Penalty: 2773.694336
	Iteration 4F: 3 clusters Score -580884.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -581135.625000 Penalty: 2773.694336
	Iteration 5F: 3 clusters Score -581135.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -581328.312500 Penalty: 2773.694336
	Iteration 6F: 3 clusters Score -581328.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -581449.312500 Penalty: 2773.694336
	Iteration 7Q: 3 clusters Score -581449.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -581518.375000 Penalty: 2773.694336
	Iteration 8Q: 3 clusters Score -581518.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -581562.375000 Penalty: 2773.694336
	Iteration 9Q: 3 clusters Score -581562.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -581597.250000 Penalty: 2773.694336
	Iteration 10Q: 3 clusters Score -581597.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -581632.375000 Penalty: 2773.694336
	Iteration 11Q: 3 clusters Score -581632.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -581659.687500 Penalty: 2773.694336
	Iteration 12Q: 3 clusters Score -581659.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -581683.250000 Penalty: 2773.694336
	Iteration 13Q: 3 clusters Score -581683.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -581708.937500 Penalty: 2773.694336
	Iteration 14Q: 3 clusters Score -581708.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -581729.375000 Penalty: 2773.694336
	Iteration 15Q: 3 clusters Score -581729.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -581746.375000 Penalty: 2773.694336
	Iteration 16Q: 3 clusters Score -581746.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -581765.625000 Penalty: 2773.694336
	Iteration 17Q: 3 clusters Score -581765.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -581786.250000 Penalty: 2773.694336
	Iteration 18Q: 3 clusters Score -581786.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -581808.687500 Penalty: 2773.694336
	Iteration 19Q: 3 clusters Score -581808.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -581835.000000 Penalty: 2773.694336
	Iteration 20F: 3 clusters Score -581835 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -581853.125000 Penalty: 2773.694336
	Iteration 21Q: 3 clusters Score -581853.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -581871.312500 Penalty: 2773.694336
	Iteration 22Q: 3 clusters Score -581871.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -581883.500000 Penalty: 2773.694336
	Iteration 23Q: 3 clusters Score -581883.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -581894.500000 Penalty: 2773.694336
	Iteration 24Q: 3 clusters Score -581894.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -581901.250000 Penalty: 2773.694336
	Iteration 25Q: 3 clusters Score -581901.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -581907.812500 Penalty: 2773.694336
	Iteration 26Q: 3 clusters Score -581907.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -581912.187500 Penalty: 2773.694336
	Iteration 27Q: 3 clusters Score -581912.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -581918.687500 Penalty: 2773.694336
	Iteration 28Q: 3 clusters Score -581918.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -581923.437500 Penalty: 2773.694336
	Iteration 29Q: 3 clusters Score -581923.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -581933.312500 Penalty: 2773.694336
	Iteration 30Q: 3 clusters Score -581933.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -581945.187500 Penalty: 2773.694336
	Iteration 31Q: 3 clusters Score -581945.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -581956.187500 Penalty: 2773.694336
	Iteration 32Q: 3 clusters Score -581956.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -581969.750000 Penalty: 2773.694336
	Iteration 33Q: 3 clusters Score -581969.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -581983.250000 Penalty: 2773.694336
	Iteration 34Q: 3 clusters Score -581983.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -581998.625000 Penalty: 2773.694336
	Iteration 35Q: 3 clusters Score -581998.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -582013.000000 Penalty: 2773.694336
	Iteration 36Q: 3 clusters Score -582013 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -582030.437500 Penalty: 2773.694336
	Iteration 37Q: 3 clusters Score -582030.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -582049.062500 Penalty: 2773.694336
	Iteration 38Q: 3 clusters Score -582049.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -582067.625000 Penalty: 2773.694336
	Iteration 39Q: 3 clusters Score -582067.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -582079.625000 Penalty: 2773.694336
	Iteration 40F: 3 clusters Score -582079.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -582104.000000 Penalty: 2773.694336
	Iteration 41Q: 3 clusters Score -582104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -582132.500000 Penalty: 2773.694336
	Iteration 42Q: 3 clusters Score -582132.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -582161.812500 Penalty: 2773.694336
	Iteration 43Q: 3 clusters Score -582161.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -582197.000000 Penalty: 2773.694336
	Iteration 44Q: 3 clusters Score -582197 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -582233.687500 Penalty: 2773.694336
	Iteration 45Q: 3 clusters Score -582233.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -582262.125000 Penalty: 2773.694336
	Iteration 46Q: 3 clusters Score -582262.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -582284.062500 Penalty: 2773.694336
	Iteration 47Q: 3 clusters Score -582284.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -582315.875000 Penalty: 2773.694336
	Iteration 48Q: 3 clusters Score -582315.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -582343.500000 Penalty: 2773.694336
	Iteration 49Q: 3 clusters Score -582343.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -582369.250000 Penalty: 2773.694336
	Iteration 50Q: 3 clusters Score -582369.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -582391.937500 Penalty: 2773.694336
	Iteration 51Q: 3 clusters Score -582391.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -582416.562500 Penalty: 2773.694336
	Iteration 52Q: 3 clusters Score -582416.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -582438.250000 Penalty: 2773.694336
	Iteration 53Q: 3 clusters Score -582438.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -582461.500000 Penalty: 2773.694336
	Iteration 54Q: 3 clusters Score -582461.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -582480.500000 Penalty: 2773.694336
	Iteration 55Q: 3 clusters Score -582480.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -582501.187500 Penalty: 2773.694336
	Iteration 56Q: 3 clusters Score -582501.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -582514.687500 Penalty: 2773.694336
	Iteration 57Q: 3 clusters Score -582514.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -582524.375000 Penalty: 2773.694336
	Iteration 58Q: 3 clusters Score -582524.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -582531.750000 Penalty: 2773.694336
	Iteration 59Q: 3 clusters Score -582531.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -582537.687500 Penalty: 2773.694336
	Iteration 60F: 3 clusters Score -582537.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -582540.937500 Penalty: 2773.694336
	Iteration 61Q: 3 clusters Score -582540.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -582544.062500 Penalty: 2773.694336
	Iteration 62Q: 3 clusters Score -582544.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -582545.750000 Penalty: 2773.694336
	Iteration 63Q: 3 clusters Score -582545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -582545.625000 Penalty: 2773.694336
	Iteration 64Q: 3 clusters Score -582545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -582547.375000 Penalty: 2773.694336
	Iteration 65Q: 3 clusters Score -582547.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -582549.187500 Penalty: 2773.694336
	Iteration 66Q: 3 clusters Score -582549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -582547.875000 Penalty: 2773.694336
	Iteration 67Q: 3 clusters Score -582547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -582548.250000 Penalty: 2773.694336
	Iteration 68Q: 3 clusters Score -582548.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -582548.250000 Penalty: 2773.694336
	Iteration 69F: 3 clusters Score -582548.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Entering Unmasked Estep 
Score: -1172278.625000 Penalty: 1485.376099
	Iteration 0F: 2 clusters Score -1172279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1165541.875000 Penalty: 2970.752197
	Iteration 0F: 3 clusters Score -1165542 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1167879.125000 Penalty: 2970.752197
	Iteration 1F: 3 clusters Score -1167879 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1168300.375000 Penalty: 2970.752197
	Iteration 2F: 3 clusters Score -1168300 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1168737.625000 Penalty: 2970.752197
	Iteration 3F: 3 clusters Score -1168738 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1169182.250000 Penalty: 2970.752197
	Iteration 4F: 3 clusters Score -1169182 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1169630.125000 Penalty: 2970.752197
	Iteration 5F: 3 clusters Score -1169630 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1170010.000000 Penalty: 2970.752197
	Iteration 6F: 3 clusters Score -1170010 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1170286.375000 Penalty: 2970.752197
	Iteration 7Q: 3 clusters Score -1170286 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1170519.375000 Penalty: 2970.752197
	Iteration 8Q: 3 clusters Score -1170519 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1170667.750000 Penalty: 2970.752197
	Iteration 9Q: 3 clusters Score -1170668 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1170763.500000 Penalty: 2970.752197
	Iteration 10Q: 3 clusters Score -1170764 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1170826.000000 Penalty: 2970.752197
	Iteration 11Q: 3 clusters Score -1170826 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1170884.750000 Penalty: 2970.752197
	Iteration 12Q: 3 clusters Score -1170885 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1170945.500000 Penalty: 2970.752197
	Iteration 13Q: 3 clusters Score -1170946 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1171004.125000 Penalty: 2970.752197
	Iteration 14Q: 3 clusters Score -1171004 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1171064.250000 Penalty: 2970.752197
	Iteration 15Q: 3 clusters Score -1171064 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1171104.750000 Penalty: 2970.752197
	Iteration 16Q: 3 clusters Score -1171105 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1171127.375000 Penalty: 2970.752197
	Iteration 17Q: 3 clusters Score -1171127 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1171145.750000 Penalty: 2970.752197
	Iteration 18Q: 3 clusters Score -1171146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1171167.250000 Penalty: 2970.752197
	Iteration 19Q: 3 clusters Score -1171167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1171178.000000 Penalty: 2970.752197
	Iteration 20F: 3 clusters Score -1171178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1171189.125000 Penalty: 2970.752197
	Iteration 21Q: 3 clusters Score -1171189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1171201.625000 Penalty: 2970.752197
	Iteration 22Q: 3 clusters Score -1171202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1171211.375000 Penalty: 2970.752197
	Iteration 23Q: 3 clusters Score -1171211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1171214.000000 Penalty: 2970.752197
	Iteration 24Q: 3 clusters Score -1171214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1171216.250000 Penalty: 2970.752197
	Iteration 25Q: 3 clusters Score -1171216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1171218.000000 Penalty: 2970.752197
	Iteration 26Q: 3 clusters Score -1171218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1171220.375000 Penalty: 2970.752197
	Iteration 27Q: 3 clusters Score -1171220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1171226.250000 Penalty: 2970.752197
	Iteration 28Q: 3 clusters Score -1171226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1171230.500000 Penalty: 2970.752197
	Iteration 29Q: 3 clusters Score -1171230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1171235.750000 Penalty: 2970.752197
	Iteration 30Q: 3 clusters Score -1171236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1171241.625000 Penalty: 2970.752197
	Iteration 31Q: 3 clusters Score -1171242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1171245.000000 Penalty: 2970.752197
	Iteration 32Q: 3 clusters Score -1171245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1171248.625000 Penalty: 2970.752197
	Iteration 33Q: 3 clusters Score -1171249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1171251.000000 Penalty: 2970.752197
	Iteration 34Q: 3 clusters Score -1171251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1171252.875000 Penalty: 2970.752197
	Iteration 35Q: 3 clusters Score -1171253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1171253.750000 Penalty: 2970.752197
	Iteration 36Q: 3 clusters Score -1171254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1171253.625000 Penalty: 2970.752197
	Iteration 37Q: 3 clusters Score -1171254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1171255.500000 Penalty: 2970.752197
	Iteration 38Q: 3 clusters Score -1171256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1171258.250000 Penalty: 2970.752197
	Iteration 39Q: 3 clusters Score -1171258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1171260.250000 Penalty: 2970.752197
	Iteration 40F: 3 clusters Score -1171260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1171260.750000 Penalty: 2970.752197
	Iteration 41Q: 3 clusters Score -1171261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1171262.625000 Penalty: 2970.752197
	Iteration 42Q: 3 clusters Score -1171263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1171262.250000 Penalty: 2970.752197
	Iteration 43Q: 3 clusters Score -1171262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1171262.875000 Penalty: 2970.752197
	Iteration 44Q: 3 clusters Score -1171263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1171265.500000 Penalty: 2970.752197
	Iteration 45Q: 3 clusters Score -1171266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1171267.625000 Penalty: 2970.752197
	Iteration 46Q: 3 clusters Score -1171268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1171266.000000 Penalty: 2970.752197
	Iteration 47Q: 3 clusters Score -1171266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1171265.125000 Penalty: 2970.752197
	Iteration 48Q: 3 clusters Score -1171265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1171266.625000 Penalty: 2970.752197
	Iteration 49Q: 3 clusters Score -1171267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1171266.250000 Penalty: 2970.752197
	Iteration 50Q: 3 clusters Score -1171266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1171269.125000 Penalty: 2970.752197
	Iteration 51Q: 3 clusters Score -1171269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1171269.500000 Penalty: 2970.752197
	Iteration 52Q: 3 clusters Score -1171270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1171267.875000 Penalty: 2970.752197
	Iteration 53Q: 3 clusters Score -1171268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1171266.750000 Penalty: 2970.752197
	Iteration 54Q: 3 clusters Score -1171267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1171269.375000 Penalty: 2970.752197
	Iteration 55Q: 3 clusters Score -1171269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1171271.875000 Penalty: 2970.752197
	Iteration 56Q: 3 clusters Score -1171272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1171279.250000 Penalty: 2970.752197
	Iteration 57Q: 3 clusters Score -1171279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1171282.125000 Penalty: 2970.752197
	Iteration 58Q: 3 clusters Score -1171282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1171282.750000 Penalty: 2970.752197
	Iteration 59Q: 3 clusters Score -1171283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1171282.000000 Penalty: 2970.752197
	Iteration 60F: 3 clusters Score -1171282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1171283.125000 Penalty: 2970.752197
	Iteration 61Q: 3 clusters Score -1171283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1171284.250000 Penalty: 2970.752197
	Iteration 62Q: 3 clusters Score -1171284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1171282.500000 Penalty: 2970.752197
	Iteration 63Q: 3 clusters Score -1171282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1171282.500000 Penalty: 2970.752197
	Iteration 64F: 3 clusters Score -1171282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Entering Unmasked Estep 
Score: -1089175.625000 Penalty: 1469.542847
	Iteration 0F: 2 clusters Score -1089176 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 4231 members 
Entering Unmasked Estep 
Score: -1082936.500000 Penalty: 2939.085693
	Iteration 0F: 3 clusters Score -1082936 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1084890.625000 Penalty: 2939.085693
	Iteration 1F: 3 clusters Score -1084891 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1085155.500000 Penalty: 2939.085693
	Iteration 2F: 3 clusters Score -1085156 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1085368.000000 Penalty: 2939.085693
	Iteration 3F: 3 clusters Score -1085368 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1085548.000000 Penalty: 2939.085693
	Iteration 4Q: 3 clusters Score -1085548 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1085702.000000 Penalty: 2939.085693
	Iteration 5Q: 3 clusters Score -1085702 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1085854.500000 Penalty: 2939.085693
	Iteration 6Q: 3 clusters Score -1085854 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1086022.375000 Penalty: 2939.085693
	Iteration 7Q: 3 clusters Score -1086022 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1086231.875000 Penalty: 2939.085693
	Iteration 8Q: 3 clusters Score -1086232 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1086453.750000 Penalty: 2939.085693
	Iteration 9Q: 3 clusters Score -1086454 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1086715.500000 Penalty: 2939.085693
	Iteration 10Q: 3 clusters Score -1086716 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1086954.625000 Penalty: 2939.085693
	Iteration 11Q: 3 clusters Score -1086955 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1087180.000000 Penalty: 2939.085693
	Iteration 12Q: 3 clusters Score -1087180 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1087359.500000 Penalty: 2939.085693
	Iteration 13Q: 3 clusters Score -1087360 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1087511.125000 Penalty: 2939.085693
	Iteration 14Q: 3 clusters Score -1087511 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1087620.750000 Penalty: 2939.085693
	Iteration 15Q: 3 clusters Score -1087621 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1087688.250000 Penalty: 2939.085693
	Iteration 16Q: 3 clusters Score -1087688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1087747.375000 Penalty: 2939.085693
	Iteration 17Q: 3 clusters Score -1087747 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1087796.500000 Penalty: 2939.085693
	Iteration 18Q: 3 clusters Score -1087796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1087823.375000 Penalty: 2939.085693
	Iteration 19Q: 3 clusters Score -1087823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1087843.625000 Penalty: 2939.085693
	Iteration 20F: 3 clusters Score -1087844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1087863.250000 Penalty: 2939.085693
	Iteration 21Q: 3 clusters Score -1087863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1087875.375000 Penalty: 2939.085693
	Iteration 22Q: 3 clusters Score -1087875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1087888.000000 Penalty: 2939.085693
	Iteration 23Q: 3 clusters Score -1087888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1087892.500000 Penalty: 2939.085693
	Iteration 24Q: 3 clusters Score -1087892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1087901.625000 Penalty: 2939.085693
	Iteration 25Q: 3 clusters Score -1087902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1087905.625000 Penalty: 2939.085693
	Iteration 26Q: 3 clusters Score -1087906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1087911.625000 Penalty: 2939.085693
	Iteration 27Q: 3 clusters Score -1087912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1087913.250000 Penalty: 2939.085693
	Iteration 28Q: 3 clusters Score -1087913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1087915.125000 Penalty: 2939.085693
	Iteration 29Q: 3 clusters Score -1087915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1087915.500000 Penalty: 2939.085693
	Iteration 30Q: 3 clusters Score -1087916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1087915.500000 Penalty: 2939.085693
	Iteration 31F: 3 clusters Score -1087916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Entering Unmasked Estep 
Score: -882681.875000 Penalty: 1438.488281
	Iteration 0F: 2 clusters Score -882681.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -877441.312500 Penalty: 2876.976562
	Iteration 0F: 3 clusters Score -877441.3 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -878907.500000 Penalty: 2876.976562
	Iteration 1F: 3 clusters Score -878907.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -879100.500000 Penalty: 2876.976562
	Iteration 2F: 3 clusters Score -879100.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -879242.937500 Penalty: 2876.976562
	Iteration 3Q: 3 clusters Score -879242.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -879372.187500 Penalty: 2876.976562
	Iteration 4Q: 3 clusters Score -879372.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -879476.500000 Penalty: 2876.976562
	Iteration 5Q: 3 clusters Score -879476.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -879568.437500 Penalty: 2876.976562
	Iteration 6Q: 3 clusters Score -879568.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -879701.687500 Penalty: 2876.976562
	Iteration 7Q: 3 clusters Score -879701.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -879862.937500 Penalty: 2876.976562
	Iteration 8Q: 3 clusters Score -879862.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -880077.062500 Penalty: 2876.976562
	Iteration 9Q: 3 clusters Score -880077.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -880314.750000 Penalty: 2876.976562
	Iteration 10F: 3 clusters Score -880314.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -880573.937500 Penalty: 2876.976562
	Iteration 11F: 3 clusters Score -880573.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -880805.500000 Penalty: 2876.976562
	Iteration 12Q: 3 clusters Score -880805.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -880980.750000 Penalty: 2876.976562
	Iteration 13Q: 3 clusters Score -880980.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -881131.750000 Penalty: 2876.976562
	Iteration 14Q: 3 clusters Score -881131.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -881234.625000 Penalty: 2876.976562
	Iteration 15Q: 3 clusters Score -881234.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -881298.187500 Penalty: 2876.976562
	Iteration 16Q: 3 clusters Score -881298.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -881346.812500 Penalty: 2876.976562
	Iteration 17Q: 3 clusters Score -881346.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -881375.437500 Penalty: 2876.976562
	Iteration 18Q: 3 clusters Score -881375.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -881402.875000 Penalty: 2876.976562
	Iteration 19Q: 3 clusters Score -881402.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -881427.875000 Penalty: 2876.976562
	Iteration 20F: 3 clusters Score -881427.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -881442.625000 Penalty: 2876.976562
	Iteration 21Q: 3 clusters Score -881442.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -881455.687500 Penalty: 2876.976562
	Iteration 22Q: 3 clusters Score -881455.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -881466.875000 Penalty: 2876.976562
	Iteration 23Q: 3 clusters Score -881466.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -881481.312500 Penalty: 2876.976562
	Iteration 24Q: 3 clusters Score -881481.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -881489.687500 Penalty: 2876.976562
	Iteration 25Q: 3 clusters Score -881489.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -881499.062500 Penalty: 2876.976562
	Iteration 26Q: 3 clusters Score -881499.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -881508.500000 Penalty: 2876.976562
	Iteration 27Q: 3 clusters Score -881508.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -881512.750000 Penalty: 2876.976562
	Iteration 28Q: 3 clusters Score -881512.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -881517.562500 Penalty: 2876.976562
	Iteration 29Q: 3 clusters Score -881517.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -881520.375000 Penalty: 2876.976562
	Iteration 30Q: 3 clusters Score -881520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -881522.500000 Penalty: 2876.976562
	Iteration 31Q: 3 clusters Score -881522.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -881526.000000 Penalty: 2876.976562
	Iteration 32Q: 3 clusters Score -881526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -881525.125000 Penalty: 2876.976562
	Iteration 33Q: 3 clusters Score -881525.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -881525.125000 Penalty: 2876.976562
	Iteration 34F: 3 clusters Score -881525.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Entering Unmasked Estep 
Score: -731538.812500 Penalty: 1407.572754
	Iteration 0F: 2 clusters Score -731538.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -727068.250000 Penalty: 2815.145508
	Iteration 0F: 3 clusters Score -727068.2 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -728420.437500 Penalty: 2815.145508
	Iteration 1F: 3 clusters Score -728420.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -728642.125000 Penalty: 2815.145508
	Iteration 2F: 3 clusters Score -728642.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -728817.062500 Penalty: 2815.145508
	Iteration 3F: 3 clusters Score -728817.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -728958.375000 Penalty: 2815.145508
	Iteration 4Q: 3 clusters Score -728958.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -729097.875000 Penalty: 2815.145508
	Iteration 5Q: 3 clusters Score -729097.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -729240.062500 Penalty: 2815.145508
	Iteration 6Q: 3 clusters Score -729240.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -729399.375000 Penalty: 2815.145508
	Iteration 7Q: 3 clusters Score -729399.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -729570.500000 Penalty: 2815.145508
	Iteration 8Q: 3 clusters Score -729570.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -729731.500000 Penalty: 2815.145508
	Iteration 9Q: 3 clusters Score -729731.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -729884.625000 Penalty: 2815.145508
	Iteration 10Q: 3 clusters Score -729884.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -729996.937500 Penalty: 2815.145508
	Iteration 11Q: 3 clusters Score -729996.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -730087.625000 Penalty: 2815.145508
	Iteration 12Q: 3 clusters Score -730087.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -730152.437500 Penalty: 2815.145508
	Iteration 13Q: 3 clusters Score -730152.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -730198.062500 Penalty: 2815.145508
	Iteration 14Q: 3 clusters Score -730198.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -730237.687500 Penalty: 2815.145508
	Iteration 15Q: 3 clusters Score -730237.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -730264.250000 Penalty: 2815.145508
	Iteration 16Q: 3 clusters Score -730264.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -730293.000000 Penalty: 2815.145508
	Iteration 17Q: 3 clusters Score -730293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -730309.437500 Penalty: 2815.145508
	Iteration 18Q: 3 clusters Score -730309.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -730322.312500 Penalty: 2815.145508
	Iteration 19Q: 3 clusters Score -730322.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -730339.500000 Penalty: 2815.145508
	Iteration 20F: 3 clusters Score -730339.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -730345.125000 Penalty: 2815.145508
	Iteration 21Q: 3 clusters Score -730345.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -730349.562500 Penalty: 2815.145508
	Iteration 22Q: 3 clusters Score -730349.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -730352.875000 Penalty: 2815.145508
	Iteration 23Q: 3 clusters Score -730352.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -730356.375000 Penalty: 2815.145508
	Iteration 24Q: 3 clusters Score -730356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -730357.187500 Penalty: 2815.145508
	Iteration 25Q: 3 clusters Score -730357.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -730357.187500 Penalty: 2815.145508
	Iteration 26F: 3 clusters Score -730357.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Entering Unmasked Estep 
Score: -2842926.000000 Penalty: 1629.994751
	Iteration 0F: 2 clusters Score -2842926 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 11358 members 
Entering Unmasked Estep 
Score: -2827591.250000 Penalty: 3259.989502
	Iteration 0F: 3 clusters Score -2827591 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2833194.750000 Penalty: 3259.989502
	Iteration 1F: 3 clusters Score -2833195 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2833629.750000 Penalty: 3259.989502
	Iteration 2F: 3 clusters Score -2833630 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2834115.750000 Penalty: 3259.989502
	Iteration 3F: 3 clusters Score -2834116 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2834576.000000 Penalty: 3259.989502
	Iteration 4Q: 3 clusters Score -2834576 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2835018.750000 Penalty: 3259.989502
	Iteration 5Q: 3 clusters Score -2835019 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2835440.500000 Penalty: 3259.989502
	Iteration 6Q: 3 clusters Score -2835440 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2835854.250000 Penalty: 3259.989502
	Iteration 7Q: 3 clusters Score -2835854 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2836233.250000 Penalty: 3259.989502
	Iteration 8Q: 3 clusters Score -2836233 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2836522.000000 Penalty: 3259.989502
	Iteration 9Q: 3 clusters Score -2836522 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2836721.000000 Penalty: 3259.989502
	Iteration 10Q: 3 clusters Score -2836721 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2836906.750000 Penalty: 3259.989502
	Iteration 11Q: 3 clusters Score -2836907 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2837087.000000 Penalty: 3259.989502
	Iteration 12Q: 3 clusters Score -2837087 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2837241.750000 Penalty: 3259.989502
	Iteration 13Q: 3 clusters Score -2837242 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2837397.750000 Penalty: 3259.989502
	Iteration 14Q: 3 clusters Score -2837398 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2837578.750000 Penalty: 3259.989502
	Iteration 15Q: 3 clusters Score -2837579 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2837844.000000 Penalty: 3259.989502
	Iteration 16Q: 3 clusters Score -2837844 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2838184.500000 Penalty: 3259.989502
	Iteration 17Q: 3 clusters Score -2838184 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2838650.000000 Penalty: 3259.989502
	Iteration 18Q: 3 clusters Score -2838650 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2839055.250000 Penalty: 3259.989502
	Iteration 19Q: 3 clusters Score -2839055 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2839366.250000 Penalty: 3259.989502
	Iteration 20F: 3 clusters Score -2839366 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2839611.750000 Penalty: 3259.989502
	Iteration 21Q: 3 clusters Score -2839612 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2839818.500000 Penalty: 3259.989502
	Iteration 22Q: 3 clusters Score -2839818 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2840008.250000 Penalty: 3259.989502
	Iteration 23Q: 3 clusters Score -2840008 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2840216.500000 Penalty: 3259.989502
	Iteration 24Q: 3 clusters Score -2840216 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2840426.000000 Penalty: 3259.989502
	Iteration 25Q: 3 clusters Score -2840426 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2840622.500000 Penalty: 3259.989502
	Iteration 26Q: 3 clusters Score -2840622 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2840770.000000 Penalty: 3259.989502
	Iteration 27Q: 3 clusters Score -2840770 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2840890.500000 Penalty: 3259.989502
	Iteration 28Q: 3 clusters Score -2840890 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2840967.500000 Penalty: 3259.989502
	Iteration 29Q: 3 clusters Score -2840968 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2841022.750000 Penalty: 3259.989502
	Iteration 30Q: 3 clusters Score -2841023 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2841048.000000 Penalty: 3259.989502
	Iteration 31Q: 3 clusters Score -2841048 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2841077.500000 Penalty: 3259.989502
	Iteration 32Q: 3 clusters Score -2841078 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2841098.250000 Penalty: 3259.989502
	Iteration 33Q: 3 clusters Score -2841098 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2841118.750000 Penalty: 3259.989502
	Iteration 34Q: 3 clusters Score -2841119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2841127.500000 Penalty: 3259.989502
	Iteration 35Q: 3 clusters Score -2841128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2841140.250000 Penalty: 3259.989502
	Iteration 36Q: 3 clusters Score -2841140 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2841142.750000 Penalty: 3259.989502
	Iteration 37Q: 3 clusters Score -2841143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2841142.000000 Penalty: 3259.989502
	Iteration 38Q: 3 clusters Score -2841142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2841151.750000 Penalty: 3259.989502
	Iteration 39Q: 3 clusters Score -2841152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2841162.500000 Penalty: 3259.989502
	Iteration 40F: 3 clusters Score -2841162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2841161.000000 Penalty: 3259.989502
	Iteration 41Q: 3 clusters Score -2841161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2841165.250000 Penalty: 3259.989502
	Iteration 42Q: 3 clusters Score -2841165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2841164.000000 Penalty: 3259.989502
	Iteration 43Q: 3 clusters Score -2841164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2841174.500000 Penalty: 3259.989502
	Iteration 44Q: 3 clusters Score -2841174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2841166.000000 Penalty: 3259.989502
	Iteration 45Q: 3 clusters Score -2841166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2841177.250000 Penalty: 3259.989502
	Iteration 46Q: 3 clusters Score -2841177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2841173.250000 Penalty: 3259.989502
	Iteration 47Q: 3 clusters Score -2841173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2841181.750000 Penalty: 3259.989502
	Iteration 48Q: 3 clusters Score -2841182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2841184.750000 Penalty: 3259.989502
	Iteration 49Q: 3 clusters Score -2841185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2841180.000000 Penalty: 3259.989502
	Iteration 50Q: 3 clusters Score -2841180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2841172.250000 Penalty: 3259.989502
	Iteration 51Q: 3 clusters Score -2841172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2841176.750000 Penalty: 3259.989502
	Iteration 52Q: 3 clusters Score -2841177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2841178.500000 Penalty: 3259.989502
	Iteration 53Q: 3 clusters Score -2841178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2841178.000000 Penalty: 3259.989502
	Iteration 54Q: 3 clusters Score -2841178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2841187.750000 Penalty: 3259.989502
	Iteration 55Q: 3 clusters Score -2841188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2841187.750000 Penalty: 3259.989502
	Iteration 56Q: 3 clusters Score -2841188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2841190.000000 Penalty: 3259.989502
	Iteration 57Q: 3 clusters Score -2841190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2841186.000000 Penalty: 3259.989502
	Iteration 58Q: 3 clusters Score -2841186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2841187.250000 Penalty: 3259.989502
	Iteration 59Q: 3 clusters Score -2841187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2841187.250000 Penalty: 3259.989502
	Iteration 60F: 3 clusters Score -2841187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Entering Unmasked Estep 
Score: -5530799.500000 Penalty: 1745.818970
	Iteration 0F: 2 clusters Score -5530800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -5499951.000000 Penalty: 3491.637939
	Iteration 0F: 3 clusters Score -5499951 nChanged 21605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -5512460.500000 Penalty: 3491.637939
	Iteration 1F: 3 clusters Score -5512460 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -5513381.000000 Penalty: 3491.637939
	Iteration 2Q: 3 clusters Score -5513381 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -5514507.500000 Penalty: 3491.637939
	Iteration 3F: 3 clusters Score -5514508 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -5515893.500000 Penalty: 3491.637939
	Iteration 4F: 3 clusters Score -5515894 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -5517584.500000 Penalty: 3491.637939
	Iteration 5F: 3 clusters Score -5517584 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -5519533.500000 Penalty: 3491.637939
	Iteration 6F: 3 clusters Score -5519534 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -5521472.500000 Penalty: 3491.637939
	Iteration 7F: 3 clusters Score -5521472 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -5523340.000000 Penalty: 3491.637939
	Iteration 8F: 3 clusters Score -5523340 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -5525048.500000 Penalty: 3491.637939
	Iteration 9Q: 3 clusters Score -5525048 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -5526557.500000 Penalty: 3491.637939
	Iteration 10Q: 3 clusters Score -5526558 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -5527739.500000 Penalty: 3491.637939
	Iteration 11Q: 3 clusters Score -5527740 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -5528566.500000 Penalty: 3491.637939
	Iteration 12Q: 3 clusters Score -5528566 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5528995.500000 Penalty: 3491.637939
	Iteration 13Q: 3 clusters Score -5528996 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5529267.000000 Penalty: 3491.637939
	Iteration 14Q: 3 clusters Score -5529267 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5529467.000000 Penalty: 3491.637939
	Iteration 15Q: 3 clusters Score -5529467 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5529557.000000 Penalty: 3491.637939
	Iteration 16Q: 3 clusters Score -5529557 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5529627.000000 Penalty: 3491.637939
	Iteration 17Q: 3 clusters Score -5529627 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5529717.500000 Penalty: 3491.637939
	Iteration 18Q: 3 clusters Score -5529718 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5529768.000000 Penalty: 3491.637939
	Iteration 19Q: 3 clusters Score -5529768 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5529795.500000 Penalty: 3491.637939
	Iteration 20F: 3 clusters Score -5529796 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5529816.000000 Penalty: 3491.637939
	Iteration 21Q: 3 clusters Score -5529816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5529829.500000 Penalty: 3491.637939
	Iteration 22Q: 3 clusters Score -5529830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5529851.500000 Penalty: 3491.637939
	Iteration 23Q: 3 clusters Score -5529852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5529868.500000 Penalty: 3491.637939
	Iteration 24Q: 3 clusters Score -5529868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5529897.500000 Penalty: 3491.637939
	Iteration 25Q: 3 clusters Score -5529898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5529899.000000 Penalty: 3491.637939
	Iteration 26Q: 3 clusters Score -5529899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5529909.000000 Penalty: 3491.637939
	Iteration 27Q: 3 clusters Score -5529909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5529915.000000 Penalty: 3491.637939
	Iteration 28Q: 3 clusters Score -5529915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5529916.500000 Penalty: 3491.637939
	Iteration 29Q: 3 clusters Score -5529916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5529920.500000 Penalty: 3491.637939
	Iteration 30Q: 3 clusters Score -5529920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5529918.500000 Penalty: 3491.637939
	Iteration 31Q: 3 clusters Score -5529918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5529921.500000 Penalty: 3491.637939
	Iteration 32Q: 3 clusters Score -5529922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5529924.000000 Penalty: 3491.637939
	Iteration 33Q: 3 clusters Score -5529924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5529921.500000 Penalty: 3491.637939
	Iteration 34Q: 3 clusters Score -5529922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5529924.000000 Penalty: 3491.637939
	Iteration 35Q: 3 clusters Score -5529924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5529922.500000 Penalty: 3491.637939
	Iteration 36Q: 3 clusters Score -5529922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5529921.000000 Penalty: 3491.637939
	Iteration 37Q: 3 clusters Score -5529921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5529922.000000 Penalty: 3491.637939
	Iteration 38Q: 3 clusters Score -5529922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5529921.500000 Penalty: 3491.637939
	Iteration 39Q: 3 clusters Score -5529922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5529924.500000 Penalty: 3491.637939
	Iteration 40F: 3 clusters Score -5529924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Entering Unmasked Estep 
Score: -631490.812500 Penalty: 1390.354736
	Iteration 0F: 2 clusters Score -631490.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -627372.875000 Penalty: 2780.709473
	Iteration 0F: 3 clusters Score -627372.9 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -628558.125000 Penalty: 2780.709473
	Iteration 1F: 3 clusters Score -628558.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -628775.562500 Penalty: 2780.709473
	Iteration 2F: 3 clusters Score -628775.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -628929.812500 Penalty: 2780.709473
	Iteration 3F: 3 clusters Score -628929.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -629058.937500 Penalty: 2780.709473
	Iteration 4Q: 3 clusters Score -629058.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -629164.937500 Penalty: 2780.709473
	Iteration 5Q: 3 clusters Score -629164.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -629250.312500 Penalty: 2780.709473
	Iteration 6Q: 3 clusters Score -629250.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -629332.937500 Penalty: 2780.709473
	Iteration 7Q: 3 clusters Score -629332.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -629417.812500 Penalty: 2780.709473
	Iteration 8Q: 3 clusters Score -629417.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -629509.562500 Penalty: 2780.709473
	Iteration 9Q: 3 clusters Score -629509.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -629607.500000 Penalty: 2780.709473
	Iteration 10Q: 3 clusters Score -629607.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -629726.687500 Penalty: 2780.709473
	Iteration 11Q: 3 clusters Score -629726.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -629872.437500 Penalty: 2780.709473
	Iteration 12Q: 3 clusters Score -629872.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -630022.437500 Penalty: 2780.709473
	Iteration 13Q: 3 clusters Score -630022.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -630139.312500 Penalty: 2780.709473
	Iteration 14Q: 3 clusters Score -630139.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -630234.062500 Penalty: 2780.709473
	Iteration 15Q: 3 clusters Score -630234.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -630324.812500 Penalty: 2780.709473
	Iteration 16Q: 3 clusters Score -630324.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -630401.000000 Penalty: 2780.709473
	Iteration 17Q: 3 clusters Score -630401 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -630462.125000 Penalty: 2780.709473
	Iteration 18Q: 3 clusters Score -630462.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -630500.437500 Penalty: 2780.709473
	Iteration 19Q: 3 clusters Score -630500.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -630532.937500 Penalty: 2780.709473
	Iteration 20F: 3 clusters Score -630532.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -630557.312500 Penalty: 2780.709473
	Iteration 21Q: 3 clusters Score -630557.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -630571.750000 Penalty: 2780.709473
	Iteration 22Q: 3 clusters Score -630571.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -630582.812500 Penalty: 2780.709473
	Iteration 23Q: 3 clusters Score -630582.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -630589.437500 Penalty: 2780.709473
	Iteration 24Q: 3 clusters Score -630589.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -630594.250000 Penalty: 2780.709473
	Iteration 25Q: 3 clusters Score -630594.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -630600.875000 Penalty: 2780.709473
	Iteration 26Q: 3 clusters Score -630600.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -630605.375000 Penalty: 2780.709473
	Iteration 27Q: 3 clusters Score -630605.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -630611.750000 Penalty: 2780.709473
	Iteration 28Q: 3 clusters Score -630611.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -630618.250000 Penalty: 2780.709473
	Iteration 29Q: 3 clusters Score -630618.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -630621.375000 Penalty: 2780.709473
	Iteration 30Q: 3 clusters Score -630621.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -630625.000000 Penalty: 2780.709473
	Iteration 31Q: 3 clusters Score -630625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -630627.625000 Penalty: 2780.709473
	Iteration 32Q: 3 clusters Score -630627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -630631.937500 Penalty: 2780.709473
	Iteration 33Q: 3 clusters Score -630631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -630632.437500 Penalty: 2780.709473
	Iteration 34Q: 3 clusters Score -630632.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -630633.375000 Penalty: 2780.709473
	Iteration 35Q: 3 clusters Score -630633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -630637.000000 Penalty: 2780.709473
	Iteration 36Q: 3 clusters Score -630637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -630637.750000 Penalty: 2780.709473
	Iteration 37Q: 3 clusters Score -630637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -630638.500000 Penalty: 2780.709473
	Iteration 38Q: 3 clusters Score -630638.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -630638.375000 Penalty: 2780.709473
	Iteration 39Q: 3 clusters Score -630638.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -630638.375000 Penalty: 2780.709473
	Iteration 40F: 3 clusters Score -630638.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -44657.343750 Penalty: 994.905090
	Iteration 0F: 2 clusters Score -44657.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43790.222656 Penalty: 1989.810181
	Iteration 0F: 3 clusters Score -43790.22 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43955.093750 Penalty: 1989.810181
	Iteration 1F: 3 clusters Score -43955.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44034.582031 Penalty: 1989.810181
	Iteration 2F: 3 clusters Score -44034.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44077.164062 Penalty: 1989.810181
	Iteration 3F: 3 clusters Score -44077.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44106.933594 Penalty: 1989.810181
	Iteration 4Q: 3 clusters Score -44106.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -44189.550781 Penalty: 1989.810181
	Iteration 5Q: 3 clusters Score -44189.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -44319.179688 Penalty: 1989.810181
	Iteration 6F: 3 clusters Score -44319.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -44474.703125 Penalty: 1989.810181
	Iteration 7F: 3 clusters Score -44474.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -44591.070312 Penalty: 1989.810181
	Iteration 8Q: 3 clusters Score -44591.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -44630.437500 Penalty: 1989.810181
	Iteration 9Q: 3 clusters Score -44630.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -44642.738281 Penalty: 1989.810181
	Iteration 10Q: 3 clusters Score -44642.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -44642.738281 Penalty: 1989.810181
	Iteration 11F: 3 clusters Score -44642.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Entering Unmasked Estep 
Score: -4917402.500000 Penalty: 1713.963989
	Iteration 0F: 2 clusters Score -4917402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4891927.000000 Penalty: 3427.927979
	Iteration 0F: 3 clusters Score -4891927 nChanged 17572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -4901735.000000 Penalty: 3427.927979
	Iteration 1F: 3 clusters Score -4901735 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -4902203.500000 Penalty: 3427.927979
	Iteration 2Q: 3 clusters Score -4902204 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -4902605.500000 Penalty: 3427.927979
	Iteration 3Q: 3 clusters Score -4902606 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -4902992.500000 Penalty: 3427.927979
	Iteration 4Q: 3 clusters Score -4902992 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -4903382.500000 Penalty: 3427.927979
	Iteration 5Q: 3 clusters Score -4903382 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -4903976.500000 Penalty: 3427.927979
	Iteration 6Q: 3 clusters Score -4903976 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -4904737.000000 Penalty: 3427.927979
	Iteration 7Q: 3 clusters Score -4904737 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -4905815.500000 Penalty: 3427.927979
	Iteration 8Q: 3 clusters Score -4905816 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -4907222.500000 Penalty: 3427.927979
	Iteration 9F: 3 clusters Score -4907222 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -4908873.500000 Penalty: 3427.927979
	Iteration 10F: 3 clusters Score -4908874 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -4910470.500000 Penalty: 3427.927979
	Iteration 11F: 3 clusters Score -4910470 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -4911758.000000 Penalty: 3427.927979
	Iteration 12Q: 3 clusters Score -4911758 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -4912568.000000 Penalty: 3427.927979
	Iteration 13Q: 3 clusters Score -4912568 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -4913112.000000 Penalty: 3427.927979
	Iteration 14Q: 3 clusters Score -4913112 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -4913537.500000 Penalty: 3427.927979
	Iteration 15Q: 3 clusters Score -4913538 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -4913920.500000 Penalty: 3427.927979
	Iteration 16Q: 3 clusters Score -4913920 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -4914221.500000 Penalty: 3427.927979
	Iteration 17Q: 3 clusters Score -4914222 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4914517.500000 Penalty: 3427.927979
	Iteration 18Q: 3 clusters Score -4914518 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4914737.500000 Penalty: 3427.927979
	Iteration 19Q: 3 clusters Score -4914738 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4914929.000000 Penalty: 3427.927979
	Iteration 20F: 3 clusters Score -4914929 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4915065.500000 Penalty: 3427.927979
	Iteration 21Q: 3 clusters Score -4915066 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4915175.000000 Penalty: 3427.927979
	Iteration 22Q: 3 clusters Score -4915175 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4915284.000000 Penalty: 3427.927979
	Iteration 23Q: 3 clusters Score -4915284 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4915373.500000 Penalty: 3427.927979
	Iteration 24Q: 3 clusters Score -4915374 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4915461.500000 Penalty: 3427.927979
	Iteration 25Q: 3 clusters Score -4915462 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4915529.000000 Penalty: 3427.927979
	Iteration 26Q: 3 clusters Score -4915529 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4915614.000000 Penalty: 3427.927979
	Iteration 27Q: 3 clusters Score -4915614 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4915651.500000 Penalty: 3427.927979
	Iteration 28Q: 3 clusters Score -4915652 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4915692.500000 Penalty: 3427.927979
	Iteration 29Q: 3 clusters Score -4915692 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4915733.500000 Penalty: 3427.927979
	Iteration 30Q: 3 clusters Score -4915734 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4915769.000000 Penalty: 3427.927979
	Iteration 31Q: 3 clusters Score -4915769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4915797.000000 Penalty: 3427.927979
	Iteration 32Q: 3 clusters Score -4915797 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4915830.000000 Penalty: 3427.927979
	Iteration 33Q: 3 clusters Score -4915830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4915845.000000 Penalty: 3427.927979
	Iteration 34Q: 3 clusters Score -4915845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4915861.000000 Penalty: 3427.927979
	Iteration 35Q: 3 clusters Score -4915861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4915872.500000 Penalty: 3427.927979
	Iteration 36Q: 3 clusters Score -4915872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4915885.000000 Penalty: 3427.927979
	Iteration 37Q: 3 clusters Score -4915885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4915899.000000 Penalty: 3427.927979
	Iteration 38Q: 3 clusters Score -4915899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4915904.500000 Penalty: 3427.927979
	Iteration 39Q: 3 clusters Score -4915904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4915908.000000 Penalty: 3427.927979
	Iteration 40F: 3 clusters Score -4915908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4915914.000000 Penalty: 3427.927979
	Iteration 41Q: 3 clusters Score -4915914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4915922.500000 Penalty: 3427.927979
	Iteration 42Q: 3 clusters Score -4915922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4915931.500000 Penalty: 3427.927979
	Iteration 43Q: 3 clusters Score -4915932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4915943.500000 Penalty: 3427.927979
	Iteration 44Q: 3 clusters Score -4915944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4915950.500000 Penalty: 3427.927979
	Iteration 45Q: 3 clusters Score -4915950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4915950.000000 Penalty: 3427.927979
	Iteration 46Q: 3 clusters Score -4915950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4915958.500000 Penalty: 3427.927979
	Iteration 47Q: 3 clusters Score -4915958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4915961.500000 Penalty: 3427.927979
	Iteration 48Q: 3 clusters Score -4915962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4915966.000000 Penalty: 3427.927979
	Iteration 49Q: 3 clusters Score -4915966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4915967.000000 Penalty: 3427.927979
	Iteration 50Q: 3 clusters Score -4915967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4915970.500000 Penalty: 3427.927979
	Iteration 51Q: 3 clusters Score -4915970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4915968.500000 Penalty: 3427.927979
	Iteration 52Q: 3 clusters Score -4915968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4915971.000000 Penalty: 3427.927979
	Iteration 53Q: 3 clusters Score -4915971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4915968.500000 Penalty: 3427.927979
	Iteration 54Q: 3 clusters Score -4915968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4915971.500000 Penalty: 3427.927979
	Iteration 55Q: 3 clusters Score -4915972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4915971.500000 Penalty: 3427.927979
	Iteration 56F: 3 clusters Score -4915972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Entering Unmasked Estep 
Score: -6171590.000000 Penalty: 1754.109863
	Iteration 0F: 2 clusters Score -6171590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -6138944.500000 Penalty: 3508.219727
	Iteration 0F: 3 clusters Score -6138944 nChanged 22966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -6152102.500000 Penalty: 3508.219727
	Iteration 1F: 3 clusters Score -6152102 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -6152924.500000 Penalty: 3508.219727
	Iteration 2Q: 3 clusters Score -6152924 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -6154215.000000 Penalty: 3508.219727
	Iteration 3F: 3 clusters Score -6154215 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -6155843.500000 Penalty: 3508.219727
	Iteration 4F: 3 clusters Score -6155844 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -6157819.500000 Penalty: 3508.219727
	Iteration 5F: 3 clusters Score -6157820 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -6160188.500000 Penalty: 3508.219727
	Iteration 6F: 3 clusters Score -6160188 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -6162981.500000 Penalty: 3508.219727
	Iteration 7F: 3 clusters Score -6162982 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -6165519.000000 Penalty: 3508.219727
	Iteration 8F: 3 clusters Score -6165519 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -6166937.500000 Penalty: 3508.219727
	Iteration 9Q: 3 clusters Score -6166938 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -6167533.500000 Penalty: 3508.219727
	Iteration 10Q: 3 clusters Score -6167534 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -6167801.500000 Penalty: 3508.219727
	Iteration 11Q: 3 clusters Score -6167802 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -6167979.000000 Penalty: 3508.219727
	Iteration 12Q: 3 clusters Score -6167979 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -6168084.500000 Penalty: 3508.219727
	Iteration 13Q: 3 clusters Score -6168084 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -6168182.500000 Penalty: 3508.219727
	Iteration 14Q: 3 clusters Score -6168182 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -6168275.000000 Penalty: 3508.219727
	Iteration 15Q: 3 clusters Score -6168275 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -6168340.500000 Penalty: 3508.219727
	Iteration 16Q: 3 clusters Score -6168340 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -6168385.000000 Penalty: 3508.219727
	Iteration 17Q: 3 clusters Score -6168385 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -6168442.500000 Penalty: 3508.219727
	Iteration 18Q: 3 clusters Score -6168442 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -6168472.000000 Penalty: 3508.219727
	Iteration 19Q: 3 clusters Score -6168472 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -6168513.000000 Penalty: 3508.219727
	Iteration 20F: 3 clusters Score -6168513 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -6168554.500000 Penalty: 3508.219727
	Iteration 21Q: 3 clusters Score -6168554 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -6168597.500000 Penalty: 3508.219727
	Iteration 22Q: 3 clusters Score -6168598 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -6168636.000000 Penalty: 3508.219727
	Iteration 23Q: 3 clusters Score -6168636 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -6168675.500000 Penalty: 3508.219727
	Iteration 24Q: 3 clusters Score -6168676 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -6168716.000000 Penalty: 3508.219727
	Iteration 25Q: 3 clusters Score -6168716 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -6168782.500000 Penalty: 3508.219727
	Iteration 26Q: 3 clusters Score -6168782 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -6168843.500000 Penalty: 3508.219727
	Iteration 27Q: 3 clusters Score -6168844 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -6168902.500000 Penalty: 3508.219727
	Iteration 28Q: 3 clusters Score -6168902 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -6168973.000000 Penalty: 3508.219727
	Iteration 29Q: 3 clusters Score -6168973 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -6169038.000000 Penalty: 3508.219727
	Iteration 30Q: 3 clusters Score -6169038 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -6169082.500000 Penalty: 3508.219727
	Iteration 31Q: 3 clusters Score -6169082 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -6169160.500000 Penalty: 3508.219727
	Iteration 32Q: 3 clusters Score -6169160 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -6169225.500000 Penalty: 3508.219727
	Iteration 33Q: 3 clusters Score -6169226 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -6169287.500000 Penalty: 3508.219727
	Iteration 34Q: 3 clusters Score -6169288 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -6169341.500000 Penalty: 3508.219727
	Iteration 35Q: 3 clusters Score -6169342 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -6169382.500000 Penalty: 3508.219727
	Iteration 36Q: 3 clusters Score -6169382 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -6169430.500000 Penalty: 3508.219727
	Iteration 37Q: 3 clusters Score -6169430 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -6169513.500000 Penalty: 3508.219727
	Iteration 38Q: 3 clusters Score -6169514 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6169581.500000 Penalty: 3508.219727
	Iteration 39Q: 3 clusters Score -6169582 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -6169649.500000 Penalty: 3508.219727
	Iteration 40F: 3 clusters Score -6169650 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -6169732.000000 Penalty: 3508.219727
	Iteration 41Q: 3 clusters Score -6169732 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6169768.500000 Penalty: 3508.219727
	Iteration 42Q: 3 clusters Score -6169768 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6169839.500000 Penalty: 3508.219727
	Iteration 43Q: 3 clusters Score -6169840 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6169919.000000 Penalty: 3508.219727
	Iteration 44Q: 3 clusters Score -6169919 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6169988.000000 Penalty: 3508.219727
	Iteration 45Q: 3 clusters Score -6169988 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6170086.000000 Penalty: 3508.219727
	Iteration 46Q: 3 clusters Score -6170086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6170176.500000 Penalty: 3508.219727
	Iteration 47Q: 3 clusters Score -6170176 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6170219.500000 Penalty: 3508.219727
	Iteration 48Q: 3 clusters Score -6170220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6170252.000000 Penalty: 3508.219727
	Iteration 49Q: 3 clusters Score -6170252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6170249.000000 Penalty: 3508.219727
	Iteration 50Q: 3 clusters Score -6170249 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6170262.000000 Penalty: 3508.219727
	Iteration 51Q: 3 clusters Score -6170262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6170253.500000 Penalty: 3508.219727
	Iteration 52Q: 3 clusters Score -6170254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6170249.000000 Penalty: 3508.219727
	Iteration 53Q: 3 clusters Score -6170249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6170252.000000 Penalty: 3508.219727
	Iteration 54Q: 3 clusters Score -6170252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6170258.500000 Penalty: 3508.219727
	Iteration 55Q: 3 clusters Score -6170258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6170256.500000 Penalty: 3508.219727
	Iteration 56Q: 3 clusters Score -6170256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6170258.500000 Penalty: 3508.219727
	Iteration 57Q: 3 clusters Score -6170258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6170271.500000 Penalty: 3508.219727
	Iteration 58Q: 3 clusters Score -6170272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6170273.500000 Penalty: 3508.219727
	Iteration 59Q: 3 clusters Score -6170274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6170286.000000 Penalty: 3508.219727
	Iteration 60F: 3 clusters Score -6170286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6170292.000000 Penalty: 3508.219727
	Iteration 61Q: 3 clusters Score -6170292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6170293.000000 Penalty: 3508.219727
	Iteration 62Q: 3 clusters Score -6170293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6170293.500000 Penalty: 3508.219727
	Iteration 63Q: 3 clusters Score -6170294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6170296.500000 Penalty: 3508.219727
	Iteration 64Q: 3 clusters Score -6170296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6170297.500000 Penalty: 3508.219727
	Iteration 65Q: 3 clusters Score -6170298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6170305.500000 Penalty: 3508.219727
	Iteration 66Q: 3 clusters Score -6170306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6170304.500000 Penalty: 3508.219727
	Iteration 67Q: 3 clusters Score -6170304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6170306.000000 Penalty: 3508.219727
	Iteration 68Q: 3 clusters Score -6170306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6170308.500000 Penalty: 3508.219727
	Iteration 69Q: 3 clusters Score -6170308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6170308.500000 Penalty: 3508.219727
	Iteration 70Q: 3 clusters Score -6170308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6170308.500000 Penalty: 3508.219727
	Iteration 71F: 3 clusters Score -6170308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Entering Unmasked Estep 
Score: -622797.687500 Penalty: 1382.902466
	Iteration 0F: 2 clusters Score -622797.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -618747.750000 Penalty: 2765.804932
	Iteration 0F: 3 clusters Score -618747.8 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -619853.750000 Penalty: 2765.804932
	Iteration 1F: 3 clusters Score -619853.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -620080.312500 Penalty: 2765.804932
	Iteration 2F: 3 clusters Score -620080.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -620295.437500 Penalty: 2765.804932
	Iteration 3F: 3 clusters Score -620295.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -620533.562500 Penalty: 2765.804932
	Iteration 4F: 3 clusters Score -620533.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -620775.625000 Penalty: 2765.804932
	Iteration 5F: 3 clusters Score -620775.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -620987.437500 Penalty: 2765.804932
	Iteration 6F: 3 clusters Score -620987.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -621163.250000 Penalty: 2765.804932
	Iteration 7F: 3 clusters Score -621163.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -621296.625000 Penalty: 2765.804932
	Iteration 8Q: 3 clusters Score -621296.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -621389.812500 Penalty: 2765.804932
	Iteration 9Q: 3 clusters Score -621389.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -621456.750000 Penalty: 2765.804932
	Iteration 10Q: 3 clusters Score -621456.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -621507.937500 Penalty: 2765.804932
	Iteration 11Q: 3 clusters Score -621507.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -621547.375000 Penalty: 2765.804932
	Iteration 12Q: 3 clusters Score -621547.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -621574.375000 Penalty: 2765.804932
	Iteration 13Q: 3 clusters Score -621574.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -621604.437500 Penalty: 2765.804932
	Iteration 14Q: 3 clusters Score -621604.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -621632.062500 Penalty: 2765.804932
	Iteration 15Q: 3 clusters Score -621632.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -621664.062500 Penalty: 2765.804932
	Iteration 16Q: 3 clusters Score -621664.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -621696.625000 Penalty: 2765.804932
	Iteration 17Q: 3 clusters Score -621696.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -621718.625000 Penalty: 2765.804932
	Iteration 18Q: 3 clusters Score -621718.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -621740.187500 Penalty: 2765.804932
	Iteration 19Q: 3 clusters Score -621740.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -621754.812500 Penalty: 2765.804932
	Iteration 20F: 3 clusters Score -621754.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -621762.875000 Penalty: 2765.804932
	Iteration 21Q: 3 clusters Score -621762.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -621769.437500 Penalty: 2765.804932
	Iteration 22Q: 3 clusters Score -621769.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -621775.437500 Penalty: 2765.804932
	Iteration 23Q: 3 clusters Score -621775.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -621782.437500 Penalty: 2765.804932
	Iteration 24Q: 3 clusters Score -621782.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -621786.000000 Penalty: 2765.804932
	Iteration 25Q: 3 clusters Score -621786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -621788.000000 Penalty: 2765.804932
	Iteration 26Q: 3 clusters Score -621788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -621788.875000 Penalty: 2765.804932
	Iteration 27Q: 3 clusters Score -621788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -621789.312500 Penalty: 2765.804932
	Iteration 28Q: 3 clusters Score -621789.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -621790.000000 Penalty: 2765.804932
	Iteration 29Q: 3 clusters Score -621790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -621790.000000 Penalty: 2765.804932
	Iteration 30F: 3 clusters Score -621790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -18255.259766 Penalty: 856.026917
	Iteration 0F: 2 clusters Score -18255.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17781.710938 Penalty: 1712.053833
	Iteration 0F: 3 clusters Score -17781.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17975.916016 Penalty: 1712.053833
	Iteration 1F: 3 clusters Score -17975.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -18100.736328 Penalty: 1712.053833
	Iteration 2F: 3 clusters Score -18100.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -18132.333984 Penalty: 1712.053833
	Iteration 3F: 3 clusters Score -18132.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -18146.843750 Penalty: 1712.053833
	Iteration 4Q: 3 clusters Score -18146.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -18165.544922 Penalty: 1712.053833
	Iteration 5Q: 3 clusters Score -18165.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -18165.544922 Penalty: 1712.053833
	Iteration 6F: 3 clusters Score -18165.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Entering Unmasked Estep 
Score: -702048.250000 Penalty: 1400.855957
	Iteration 0F: 2 clusters Score -702048.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -697763.312500 Penalty: 2801.711914
	Iteration 0F: 3 clusters Score -697763.3 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -699133.437500 Penalty: 2801.711914
	Iteration 1F: 3 clusters Score -699133.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -699538.125000 Penalty: 2801.711914
	Iteration 2F: 3 clusters Score -699538.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -699870.062500 Penalty: 2801.711914
	Iteration 3F: 3 clusters Score -699870.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -700134.000000 Penalty: 2801.711914
	Iteration 4F: 3 clusters Score -700134 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -700331.125000 Penalty: 2801.711914
	Iteration 5F: 3 clusters Score -700331.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -700498.562500 Penalty: 2801.711914
	Iteration 6Q: 3 clusters Score -700498.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -700635.937500 Penalty: 2801.711914
	Iteration 7Q: 3 clusters Score -700635.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -700726.375000 Penalty: 2801.711914
	Iteration 8Q: 3 clusters Score -700726.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -700773.812500 Penalty: 2801.711914
	Iteration 9Q: 3 clusters Score -700773.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -700810.875000 Penalty: 2801.711914
	Iteration 10Q: 3 clusters Score -700810.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -700847.375000 Penalty: 2801.711914
	Iteration 11Q: 3 clusters Score -700847.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -700879.062500 Penalty: 2801.711914
	Iteration 12Q: 3 clusters Score -700879.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -700918.500000 Penalty: 2801.711914
	Iteration 13Q: 3 clusters Score -700918.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -700953.250000 Penalty: 2801.711914
	Iteration 14Q: 3 clusters Score -700953.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -700979.500000 Penalty: 2801.711914
	Iteration 15Q: 3 clusters Score -700979.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -701004.125000 Penalty: 2801.711914
	Iteration 16Q: 3 clusters Score -701004.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -701026.437500 Penalty: 2801.711914
	Iteration 17Q: 3 clusters Score -701026.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -701050.187500 Penalty: 2801.711914
	Iteration 18Q: 3 clusters Score -701050.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -701070.250000 Penalty: 2801.711914
	Iteration 19Q: 3 clusters Score -701070.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -701080.687500 Penalty: 2801.711914
	Iteration 20F: 3 clusters Score -701080.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -701093.937500 Penalty: 2801.711914
	Iteration 21Q: 3 clusters Score -701093.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -701109.750000 Penalty: 2801.711914
	Iteration 22Q: 3 clusters Score -701109.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -701122.875000 Penalty: 2801.711914
	Iteration 23Q: 3 clusters Score -701122.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -701139.500000 Penalty: 2801.711914
	Iteration 24Q: 3 clusters Score -701139.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -701160.937500 Penalty: 2801.711914
	Iteration 25Q: 3 clusters Score -701160.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -701187.750000 Penalty: 2801.711914
	Iteration 26Q: 3 clusters Score -701187.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -701216.500000 Penalty: 2801.711914
	Iteration 27Q: 3 clusters Score -701216.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -701246.937500 Penalty: 2801.711914
	Iteration 28Q: 3 clusters Score -701246.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -701268.500000 Penalty: 2801.711914
	Iteration 29Q: 3 clusters Score -701268.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -701286.125000 Penalty: 2801.711914
	Iteration 30Q: 3 clusters Score -701286.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -701302.500000 Penalty: 2801.711914
	Iteration 31Q: 3 clusters Score -701302.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -701324.187500 Penalty: 2801.711914
	Iteration 32Q: 3 clusters Score -701324.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -701344.437500 Penalty: 2801.711914
	Iteration 33Q: 3 clusters Score -701344.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -701355.625000 Penalty: 2801.711914
	Iteration 34Q: 3 clusters Score -701355.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -701367.062500 Penalty: 2801.711914
	Iteration 35Q: 3 clusters Score -701367.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -701376.562500 Penalty: 2801.711914
	Iteration 36Q: 3 clusters Score -701376.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -701384.062500 Penalty: 2801.711914
	Iteration 37Q: 3 clusters Score -701384.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -701398.375000 Penalty: 2801.711914
	Iteration 38Q: 3 clusters Score -701398.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -701411.750000 Penalty: 2801.711914
	Iteration 39Q: 3 clusters Score -701411.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -701422.875000 Penalty: 2801.711914
	Iteration 40F: 3 clusters Score -701422.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -701430.312500 Penalty: 2801.711914
	Iteration 41Q: 3 clusters Score -701430.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -701436.125000 Penalty: 2801.711914
	Iteration 42Q: 3 clusters Score -701436.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -701439.812500 Penalty: 2801.711914
	Iteration 43Q: 3 clusters Score -701439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -701444.750000 Penalty: 2801.711914
	Iteration 44Q: 3 clusters Score -701444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -701450.187500 Penalty: 2801.711914
	Iteration 45Q: 3 clusters Score -701450.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -701452.312500 Penalty: 2801.711914
	Iteration 46Q: 3 clusters Score -701452.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -701458.187500 Penalty: 2801.711914
	Iteration 47Q: 3 clusters Score -701458.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -701462.812500 Penalty: 2801.711914
	Iteration 48Q: 3 clusters Score -701462.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -701464.937500 Penalty: 2801.711914
	Iteration 49Q: 3 clusters Score -701464.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -701468.500000 Penalty: 2801.711914
	Iteration 50Q: 3 clusters Score -701468.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -701472.000000 Penalty: 2801.711914
	Iteration 51Q: 3 clusters Score -701472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -701472.312500 Penalty: 2801.711914
	Iteration 52Q: 3 clusters Score -701472.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -701472.312500 Penalty: 2801.711914
	Iteration 53F: 3 clusters Score -701472.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Entering Unmasked Estep 
Score: -2181069.750000 Penalty: 1584.505371
	Iteration 0F: 2 clusters Score -2181070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2169237.250000 Penalty: 3169.010742
	Iteration 0F: 3 clusters Score -2169237 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2173408.000000 Penalty: 3169.010742
	Iteration 1F: 3 clusters Score -2173408 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2173741.500000 Penalty: 3169.010742
	Iteration 2F: 3 clusters Score -2173742 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2174055.250000 Penalty: 3169.010742
	Iteration 3Q: 3 clusters Score -2174055 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2174408.250000 Penalty: 3169.010742
	Iteration 4Q: 3 clusters Score -2174408 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2174822.500000 Penalty: 3169.010742
	Iteration 5F: 3 clusters Score -2174822 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2175322.500000 Penalty: 3169.010742
	Iteration 6F: 3 clusters Score -2175322 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2175966.750000 Penalty: 3169.010742
	Iteration 7F: 3 clusters Score -2175967 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2176665.250000 Penalty: 3169.010742
	Iteration 8F: 3 clusters Score -2176665 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2177374.000000 Penalty: 3169.010742
	Iteration 9F: 3 clusters Score -2177374 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2178067.000000 Penalty: 3169.010742
	Iteration 10Q: 3 clusters Score -2178067 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2178614.750000 Penalty: 3169.010742
	Iteration 11Q: 3 clusters Score -2178615 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2179067.750000 Penalty: 3169.010742
	Iteration 12Q: 3 clusters Score -2179068 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2179364.500000 Penalty: 3169.010742
	Iteration 13Q: 3 clusters Score -2179364 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2179530.250000 Penalty: 3169.010742
	Iteration 14Q: 3 clusters Score -2179530 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2179618.500000 Penalty: 3169.010742
	Iteration 15Q: 3 clusters Score -2179618 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2179676.250000 Penalty: 3169.010742
	Iteration 16Q: 3 clusters Score -2179676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2179701.000000 Penalty: 3169.010742
	Iteration 17Q: 3 clusters Score -2179701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2179718.750000 Penalty: 3169.010742
	Iteration 18Q: 3 clusters Score -2179719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2179728.250000 Penalty: 3169.010742
	Iteration 19Q: 3 clusters Score -2179728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2179731.500000 Penalty: 3169.010742
	Iteration 20F: 3 clusters Score -2179732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2179743.250000 Penalty: 3169.010742
	Iteration 21Q: 3 clusters Score -2179743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2179755.250000 Penalty: 3169.010742
	Iteration 22Q: 3 clusters Score -2179755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2179762.250000 Penalty: 3169.010742
	Iteration 23Q: 3 clusters Score -2179762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2179766.250000 Penalty: 3169.010742
	Iteration 24Q: 3 clusters Score -2179766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2179774.250000 Penalty: 3169.010742
	Iteration 25Q: 3 clusters Score -2179774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2179774.000000 Penalty: 3169.010742
	Iteration 26Q: 3 clusters Score -2179774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2179773.750000 Penalty: 3169.010742
	Iteration 27Q: 3 clusters Score -2179774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2179775.500000 Penalty: 3169.010742
	Iteration 28Q: 3 clusters Score -2179776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2179776.750000 Penalty: 3169.010742
	Iteration 29Q: 3 clusters Score -2179777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2179777.000000 Penalty: 3169.010742
	Iteration 30Q: 3 clusters Score -2179777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2179776.750000 Penalty: 3169.010742
	Iteration 31Q: 3 clusters Score -2179777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2179779.250000 Penalty: 3169.010742
	Iteration 32Q: 3 clusters Score -2179779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2179777.750000 Penalty: 3169.010742
	Iteration 33Q: 3 clusters Score -2179778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2179779.000000 Penalty: 3169.010742
	Iteration 34Q: 3 clusters Score -2179779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2179782.500000 Penalty: 3169.010742
	Iteration 35Q: 3 clusters Score -2179782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2179783.250000 Penalty: 3169.010742
	Iteration 36Q: 3 clusters Score -2179783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2179787.250000 Penalty: 3169.010742
	Iteration 37Q: 3 clusters Score -2179787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2179786.500000 Penalty: 3169.010742
	Iteration 38Q: 3 clusters Score -2179786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2179786.500000 Penalty: 3169.010742
	Iteration 39F: 3 clusters Score -2179786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -294576.875000 Penalty: 1268.257202
	Iteration 0F: 2 clusters Score -294576.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -292247.343750 Penalty: 2536.514404
	Iteration 0F: 3 clusters Score -292247.3 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -292777.125000 Penalty: 2536.514404
	Iteration 1F: 3 clusters Score -292777.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -292938.250000 Penalty: 2536.514404
	Iteration 2F: 3 clusters Score -292938.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -293048.906250 Penalty: 2536.514404
	Iteration 3F: 3 clusters Score -293048.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -293168.875000 Penalty: 2536.514404
	Iteration 4F: 3 clusters Score -293168.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -293307.312500 Penalty: 2536.514404
	Iteration 5F: 3 clusters Score -293307.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -293446.250000 Penalty: 2536.514404
	Iteration 6Q: 3 clusters Score -293446.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -293580.156250 Penalty: 2536.514404
	Iteration 7Q: 3 clusters Score -293580.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -293687.093750 Penalty: 2536.514404
	Iteration 8Q: 3 clusters Score -293687.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -293772.343750 Penalty: 2536.514404
	Iteration 9Q: 3 clusters Score -293772.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -293852.562500 Penalty: 2536.514404
	Iteration 10Q: 3 clusters Score -293852.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -293881.187500 Penalty: 2536.514404
	Iteration 11Q: 3 clusters Score -293881.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -293896.781250 Penalty: 2536.514404
	Iteration 12Q: 3 clusters Score -293896.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -293911.343750 Penalty: 2536.514404
	Iteration 13Q: 3 clusters Score -293911.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -293915.687500 Penalty: 2536.514404
	Iteration 14Q: 3 clusters Score -293915.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -293920.031250 Penalty: 2536.514404
	Iteration 15Q: 3 clusters Score -293920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -293923.406250 Penalty: 2536.514404
	Iteration 16Q: 3 clusters Score -293923.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -293924.937500 Penalty: 2536.514404
	Iteration 17Q: 3 clusters Score -293924.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -293928.281250 Penalty: 2536.514404
	Iteration 18Q: 3 clusters Score -293928.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -293929.500000 Penalty: 2536.514404
	Iteration 19Q: 3 clusters Score -293929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -293931.468750 Penalty: 2536.514404
	Iteration 20F: 3 clusters Score -293931.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -293933.000000 Penalty: 2536.514404
	Iteration 21Q: 3 clusters Score -293933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -293933.000000 Penalty: 2536.514404
	Iteration 22F: 3 clusters Score -293933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -40151.402344 Penalty: 957.840454
	Iteration 0F: 2 clusters Score -40151.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39263.160156 Penalty: 1915.680908
	Iteration 0F: 3 clusters Score -39263.16 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39418.234375 Penalty: 1915.680908
	Iteration 1F: 3 clusters Score -39418.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39477.523438 Penalty: 1915.680908
	Iteration 2F: 3 clusters Score -39477.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39529.023438 Penalty: 1915.680908
	Iteration 3F: 3 clusters Score -39529.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39552.585938 Penalty: 1915.680908
	Iteration 4Q: 3 clusters Score -39552.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39566.445312 Penalty: 1915.680908
	Iteration 5Q: 3 clusters Score -39566.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39566.445312 Penalty: 1915.680908
	Iteration 6F: 3 clusters Score -39566.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Entering Unmasked Estep 
Score: -352943.125000 Penalty: 1312.635620
	Iteration 0F: 2 clusters Score -352943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -350051.843750 Penalty: 2625.271240
	Iteration 0F: 3 clusters Score -350051.8 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -350819.281250 Penalty: 2625.271240
	Iteration 1F: 3 clusters Score -350819.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -351094.937500 Penalty: 2625.271240
	Iteration 2F: 3 clusters Score -351094.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -351382.500000 Penalty: 2625.271240
	Iteration 3F: 3 clusters Score -351382.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -351649.500000 Penalty: 2625.271240
	Iteration 4F: 3 clusters Score -351649.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -351802.187500 Penalty: 2625.271240
	Iteration 5F: 3 clusters Score -351802.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -351895.312500 Penalty: 2625.271240
	Iteration 6Q: 3 clusters Score -351895.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -351946.625000 Penalty: 2625.271240
	Iteration 7Q: 3 clusters Score -351946.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -351981.531250 Penalty: 2625.271240
	Iteration 8Q: 3 clusters Score -351981.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -352005.750000 Penalty: 2625.271240
	Iteration 9Q: 3 clusters Score -352005.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -352031.281250 Penalty: 2625.271240
	Iteration 10Q: 3 clusters Score -352031.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -352063.937500 Penalty: 2625.271240
	Iteration 11Q: 3 clusters Score -352063.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -352096.281250 Penalty: 2625.271240
	Iteration 12Q: 3 clusters Score -352096.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -352138.937500 Penalty: 2625.271240
	Iteration 13Q: 3 clusters Score -352138.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -352192.937500 Penalty: 2625.271240
	Iteration 14Q: 3 clusters Score -352192.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -352238.843750 Penalty: 2625.271240
	Iteration 15Q: 3 clusters Score -352238.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -352279.562500 Penalty: 2625.271240
	Iteration 16Q: 3 clusters Score -352279.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -352317.687500 Penalty: 2625.271240
	Iteration 17Q: 3 clusters Score -352317.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -352349.500000 Penalty: 2625.271240
	Iteration 18Q: 3 clusters Score -352349.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -352373.625000 Penalty: 2625.271240
	Iteration 19Q: 3 clusters Score -352373.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -352393.500000 Penalty: 2625.271240
	Iteration 20F: 3 clusters Score -352393.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -352419.156250 Penalty: 2625.271240
	Iteration 21Q: 3 clusters Score -352419.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -352435.812500 Penalty: 2625.271240
	Iteration 22Q: 3 clusters Score -352435.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -352449.125000 Penalty: 2625.271240
	Iteration 23Q: 3 clusters Score -352449.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -352461.062500 Penalty: 2625.271240
	Iteration 24Q: 3 clusters Score -352461.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -352481.218750 Penalty: 2625.271240
	Iteration 25Q: 3 clusters Score -352481.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -352498.375000 Penalty: 2625.271240
	Iteration 26Q: 3 clusters Score -352498.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -352509.750000 Penalty: 2625.271240
	Iteration 27Q: 3 clusters Score -352509.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -352519.062500 Penalty: 2625.271240
	Iteration 28Q: 3 clusters Score -352519.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -352531.968750 Penalty: 2625.271240
	Iteration 29Q: 3 clusters Score -352532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -352539.062500 Penalty: 2625.271240
	Iteration 30Q: 3 clusters Score -352539.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -352541.625000 Penalty: 2625.271240
	Iteration 31Q: 3 clusters Score -352541.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -352543.843750 Penalty: 2625.271240
	Iteration 32Q: 3 clusters Score -352543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -352545.906250 Penalty: 2625.271240
	Iteration 33Q: 3 clusters Score -352545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -352551.687500 Penalty: 2625.271240
	Iteration 34Q: 3 clusters Score -352551.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -352556.187500 Penalty: 2625.271240
	Iteration 35Q: 3 clusters Score -352556.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -352558.500000 Penalty: 2625.271240
	Iteration 36Q: 3 clusters Score -352558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -352559.937500 Penalty: 2625.271240
	Iteration 37Q: 3 clusters Score -352559.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -352560.593750 Penalty: 2625.271240
	Iteration 38Q: 3 clusters Score -352560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -352562.500000 Penalty: 2625.271240
	Iteration 39Q: 3 clusters Score -352562.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -352563.718750 Penalty: 2625.271240
	Iteration 40F: 3 clusters Score -352563.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -352564.687500 Penalty: 2625.271240
	Iteration 41Q: 3 clusters Score -352564.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -352566.375000 Penalty: 2625.271240
	Iteration 42Q: 3 clusters Score -352566.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -352568.437500 Penalty: 2625.271240
	Iteration 43Q: 3 clusters Score -352568.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -352570.031250 Penalty: 2625.271240
	Iteration 44Q: 3 clusters Score -352570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -352570.968750 Penalty: 2625.271240
	Iteration 45Q: 3 clusters Score -352571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -352571.531250 Penalty: 2625.271240
	Iteration 46Q: 3 clusters Score -352571.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -352573.562500 Penalty: 2625.271240
	Iteration 47Q: 3 clusters Score -352573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -352576.218750 Penalty: 2625.271240
	Iteration 48Q: 3 clusters Score -352576.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -352579.937500 Penalty: 2625.271240
	Iteration 49Q: 3 clusters Score -352579.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -352584.406250 Penalty: 2625.271240
	Iteration 50Q: 3 clusters Score -352584.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -352587.531250 Penalty: 2625.271240
	Iteration 51Q: 3 clusters Score -352587.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -352590.125000 Penalty: 2625.271240
	Iteration 52Q: 3 clusters Score -352590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -352591.812500 Penalty: 2625.271240
	Iteration 53Q: 3 clusters Score -352591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -352596.406250 Penalty: 2625.271240
	Iteration 54Q: 3 clusters Score -352596.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -352601.968750 Penalty: 2625.271240
	Iteration 55Q: 3 clusters Score -352602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -352603.468750 Penalty: 2625.271240
	Iteration 56Q: 3 clusters Score -352603.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -352605.437500 Penalty: 2625.271240
	Iteration 57Q: 3 clusters Score -352605.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -352607.250000 Penalty: 2625.271240
	Iteration 58Q: 3 clusters Score -352607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -352610.375000 Penalty: 2625.271240
	Iteration 59Q: 3 clusters Score -352610.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -352612.343750 Penalty: 2625.271240
	Iteration 60F: 3 clusters Score -352612.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -352616.718750 Penalty: 2625.271240
	Iteration 61Q: 3 clusters Score -352616.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -352618.781250 Penalty: 2625.271240
	Iteration 62Q: 3 clusters Score -352618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -352621.562500 Penalty: 2625.271240
	Iteration 63Q: 3 clusters Score -352621.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -352623.500000 Penalty: 2625.271240
	Iteration 64Q: 3 clusters Score -352623.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -352626.218750 Penalty: 2625.271240
	Iteration 65Q: 3 clusters Score -352626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -352629.125000 Penalty: 2625.271240
	Iteration 66Q: 3 clusters Score -352629.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -352629.906250 Penalty: 2625.271240
	Iteration 67Q: 3 clusters Score -352629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -352629.750000 Penalty: 2625.271240
	Iteration 68Q: 3 clusters Score -352629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -352630.312500 Penalty: 2625.271240
	Iteration 69Q: 3 clusters Score -352630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -352631.093750 Penalty: 2625.271240
	Iteration 70Q: 3 clusters Score -352631.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -352632.000000 Penalty: 2625.271240
	Iteration 71Q: 3 clusters Score -352632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -352632.000000 Penalty: 2625.271240
	Iteration 72F: 3 clusters Score -352632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -336248.531250 Penalty: 1275.261475
	Iteration 0F: 2 clusters Score -336248.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -333806.593750 Penalty: 2550.522949
	Iteration 0F: 3 clusters Score -333806.6 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -334338.406250 Penalty: 2550.522949
	Iteration 1F: 3 clusters Score -334338.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -334437.812500 Penalty: 2550.522949
	Iteration 2F: 3 clusters Score -334437.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -334482.781250 Penalty: 2550.522949
	Iteration 3Q: 3 clusters Score -334482.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -334518.406250 Penalty: 2550.522949
	Iteration 4Q: 3 clusters Score -334518.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -334546.437500 Penalty: 2550.522949
	Iteration 5Q: 3 clusters Score -334546.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -334569.375000 Penalty: 2550.522949
	Iteration 6Q: 3 clusters Score -334569.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -334588.906250 Penalty: 2550.522949
	Iteration 7Q: 3 clusters Score -334588.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -334604.593750 Penalty: 2550.522949
	Iteration 8Q: 3 clusters Score -334604.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -334622.437500 Penalty: 2550.522949
	Iteration 9Q: 3 clusters Score -334622.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -334637.312500 Penalty: 2550.522949
	Iteration 10Q: 3 clusters Score -334637.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -334648.187500 Penalty: 2550.522949
	Iteration 11Q: 3 clusters Score -334648.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -334659.062500 Penalty: 2550.522949
	Iteration 12Q: 3 clusters Score -334659.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -334673.593750 Penalty: 2550.522949
	Iteration 13Q: 3 clusters Score -334673.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -334693.531250 Penalty: 2550.522949
	Iteration 14Q: 3 clusters Score -334693.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -334714.062500 Penalty: 2550.522949
	Iteration 15Q: 3 clusters Score -334714.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -334735.062500 Penalty: 2550.522949
	Iteration 16Q: 3 clusters Score -334735.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -334752.843750 Penalty: 2550.522949
	Iteration 17Q: 3 clusters Score -334752.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -334769.562500 Penalty: 2550.522949
	Iteration 18Q: 3 clusters Score -334769.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -334797.781250 Penalty: 2550.522949
	Iteration 19Q: 3 clusters Score -334797.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -334828.343750 Penalty: 2550.522949
	Iteration 20F: 3 clusters Score -334828.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -334864.000000 Penalty: 2550.522949
	Iteration 21Q: 3 clusters Score -334864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -334891.562500 Penalty: 2550.522949
	Iteration 22Q: 3 clusters Score -334891.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -334920.906250 Penalty: 2550.522949
	Iteration 23Q: 3 clusters Score -334920.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -334942.468750 Penalty: 2550.522949
	Iteration 24Q: 3 clusters Score -334942.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -334961.218750 Penalty: 2550.522949
	Iteration 25Q: 3 clusters Score -334961.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -334980.093750 Penalty: 2550.522949
	Iteration 26Q: 3 clusters Score -334980.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -334987.406250 Penalty: 2550.522949
	Iteration 27Q: 3 clusters Score -334987.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -334991.125000 Penalty: 2550.522949
	Iteration 28Q: 3 clusters Score -334991.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -334997.968750 Penalty: 2550.522949
	Iteration 29Q: 3 clusters Score -334998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -335001.281250 Penalty: 2550.522949
	Iteration 30Q: 3 clusters Score -335001.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -335008.093750 Penalty: 2550.522949
	Iteration 31Q: 3 clusters Score -335008.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -335014.218750 Penalty: 2550.522949
	Iteration 32Q: 3 clusters Score -335014.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -335018.687500 Penalty: 2550.522949
	Iteration 33Q: 3 clusters Score -335018.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -335022.031250 Penalty: 2550.522949
	Iteration 34Q: 3 clusters Score -335022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -335024.812500 Penalty: 2550.522949
	Iteration 35Q: 3 clusters Score -335024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -335028.343750 Penalty: 2550.522949
	Iteration 36Q: 3 clusters Score -335028.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -335030.125000 Penalty: 2550.522949
	Iteration 37Q: 3 clusters Score -335030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -335030.593750 Penalty: 2550.522949
	Iteration 38Q: 3 clusters Score -335030.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -335030.593750 Penalty: 2550.522949
	Iteration 39F: 3 clusters Score -335030.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Entering Unmasked Estep 
Score: -456754.750000 Penalty: 1343.168091
	Iteration 0F: 2 clusters Score -456754.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -453454.218750 Penalty: 2686.336182
	Iteration 0F: 3 clusters Score -453454.2 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -454401.656250 Penalty: 2686.336182
	Iteration 1F: 3 clusters Score -454401.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -454571.437500 Penalty: 2686.336182
	Iteration 2F: 3 clusters Score -454571.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -454695.187500 Penalty: 2686.336182
	Iteration 3F: 3 clusters Score -454695.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -454781.968750 Penalty: 2686.336182
	Iteration 4Q: 3 clusters Score -454782 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -454853.500000 Penalty: 2686.336182
	Iteration 5Q: 3 clusters Score -454853.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -454935.250000 Penalty: 2686.336182
	Iteration 6Q: 3 clusters Score -454935.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -455013.031250 Penalty: 2686.336182
	Iteration 7Q: 3 clusters Score -455013 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -455068.156250 Penalty: 2686.336182
	Iteration 8Q: 3 clusters Score -455068.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -455107.687500 Penalty: 2686.336182
	Iteration 9Q: 3 clusters Score -455107.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -455144.156250 Penalty: 2686.336182
	Iteration 10Q: 3 clusters Score -455144.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -455177.031250 Penalty: 2686.336182
	Iteration 11Q: 3 clusters Score -455177 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -455209.593750 Penalty: 2686.336182
	Iteration 12Q: 3 clusters Score -455209.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -455237.875000 Penalty: 2686.336182
	Iteration 13Q: 3 clusters Score -455237.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -455260.687500 Penalty: 2686.336182
	Iteration 14Q: 3 clusters Score -455260.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -455281.031250 Penalty: 2686.336182
	Iteration 15Q: 3 clusters Score -455281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -455307.687500 Penalty: 2686.336182
	Iteration 16Q: 3 clusters Score -455307.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -455331.281250 Penalty: 2686.336182
	Iteration 17Q: 3 clusters Score -455331.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -455352.718750 Penalty: 2686.336182
	Iteration 18Q: 3 clusters Score -455352.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -455369.281250 Penalty: 2686.336182
	Iteration 19Q: 3 clusters Score -455369.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -455379.750000 Penalty: 2686.336182
	Iteration 20F: 3 clusters Score -455379.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -455390.218750 Penalty: 2686.336182
	Iteration 21Q: 3 clusters Score -455390.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -455403.750000 Penalty: 2686.336182
	Iteration 22Q: 3 clusters Score -455403.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -455412.000000 Penalty: 2686.336182
	Iteration 23Q: 3 clusters Score -455412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -455427.875000 Penalty: 2686.336182
	Iteration 24Q: 3 clusters Score -455427.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -455447.750000 Penalty: 2686.336182
	Iteration 25Q: 3 clusters Score -455447.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -455468.125000 Penalty: 2686.336182
	Iteration 26Q: 3 clusters Score -455468.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -455492.281250 Penalty: 2686.336182
	Iteration 27Q: 3 clusters Score -455492.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -455517.093750 Penalty: 2686.336182
	Iteration 28Q: 3 clusters Score -455517.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -455533.187500 Penalty: 2686.336182
	Iteration 29Q: 3 clusters Score -455533.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -455543.656250 Penalty: 2686.336182
	Iteration 30Q: 3 clusters Score -455543.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -455552.312500 Penalty: 2686.336182
	Iteration 31Q: 3 clusters Score -455552.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -455559.937500 Penalty: 2686.336182
	Iteration 32Q: 3 clusters Score -455559.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -455566.937500 Penalty: 2686.336182
	Iteration 33Q: 3 clusters Score -455566.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -455571.343750 Penalty: 2686.336182
	Iteration 34Q: 3 clusters Score -455571.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -455573.968750 Penalty: 2686.336182
	Iteration 35Q: 3 clusters Score -455574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -455578.156250 Penalty: 2686.336182
	Iteration 36Q: 3 clusters Score -455578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -455580.937500 Penalty: 2686.336182
	Iteration 37Q: 3 clusters Score -455580.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -455583.718750 Penalty: 2686.336182
	Iteration 38Q: 3 clusters Score -455583.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -455585.468750 Penalty: 2686.336182
	Iteration 39Q: 3 clusters Score -455585.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -455587.781250 Penalty: 2686.336182
	Iteration 40F: 3 clusters Score -455587.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -455591.375000 Penalty: 2686.336182
	Iteration 41Q: 3 clusters Score -455591.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -455591.843750 Penalty: 2686.336182
	Iteration 42Q: 3 clusters Score -455591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -455594.156250 Penalty: 2686.336182
	Iteration 43Q: 3 clusters Score -455594.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -455596.312500 Penalty: 2686.336182
	Iteration 44Q: 3 clusters Score -455596.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -455596.781250 Penalty: 2686.336182
	Iteration 45Q: 3 clusters Score -455596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -455598.906250 Penalty: 2686.336182
	Iteration 46Q: 3 clusters Score -455598.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -455600.500000 Penalty: 2686.336182
	Iteration 47Q: 3 clusters Score -455600.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -455602.312500 Penalty: 2686.336182
	Iteration 48Q: 3 clusters Score -455602.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -455603.218750 Penalty: 2686.336182
	Iteration 49Q: 3 clusters Score -455603.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -455604.375000 Penalty: 2686.336182
	Iteration 50Q: 3 clusters Score -455604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -455603.625000 Penalty: 2686.336182
	Iteration 51Q: 3 clusters Score -455603.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -455603.625000 Penalty: 2686.336182
	Iteration 52F: 3 clusters Score -455603.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -16840.332031 Penalty: 884.392883
	Iteration 0F: 2 clusters Score -16840.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16232.406250 Penalty: 1768.785767
	Iteration 0F: 3 clusters Score -16232.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16360.335938 Penalty: 1768.785767
	Iteration 1F: 3 clusters Score -16360.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16386.603516 Penalty: 1768.785767
	Iteration 2F: 3 clusters Score -16386.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16392.636719 Penalty: 1768.785767
	Iteration 3Q: 3 clusters Score -16392.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16398.587891 Penalty: 1768.785767
	Iteration 4Q: 3 clusters Score -16398.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16399.949219 Penalty: 1768.785767
	Iteration 5Q: 3 clusters Score -16399.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16407.687500 Penalty: 1768.785767
	Iteration 6Q: 3 clusters Score -16407.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16447.232422 Penalty: 1768.785767
	Iteration 7F: 3 clusters Score -16447.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16518.996094 Penalty: 1768.785767
	Iteration 8Q: 3 clusters Score -16519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16552.226562 Penalty: 1768.785767
	Iteration 9Q: 3 clusters Score -16552.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16621.777344 Penalty: 1768.785767
	Iteration 10Q: 3 clusters Score -16621.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16670.199219 Penalty: 1768.785767
	Iteration 11Q: 3 clusters Score -16670.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16685.167969 Penalty: 1768.785767
	Iteration 12Q: 3 clusters Score -16685.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16685.751953 Penalty: 1768.785767
	Iteration 13Q: 3 clusters Score -16685.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16690.068359 Penalty: 1768.785767
	Iteration 14F: 3 clusters Score -16690.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16736.634766 Penalty: 1768.785767
	Iteration 15Q: 3 clusters Score -16736.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16741.433594 Penalty: 1768.785767
	Iteration 16Q: 3 clusters Score -16741.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16747.394531 Penalty: 1768.785767
	Iteration 17Q: 3 clusters Score -16747.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16750.322266 Penalty: 1768.785767
	Iteration 18Q: 3 clusters Score -16750.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16752.498047 Penalty: 1768.785767
	Iteration 19Q: 3 clusters Score -16752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16755.164062 Penalty: 1768.785767
	Iteration 20F: 3 clusters Score -16755.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 130051 members 
Mstep: Class 3 contains 18116 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 100160 members 
Mstep: Class 6 contains 8853 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 72526 members 
Mstep: Class 10 contains 1339 members 
Mstep: Class 11 contains 60379 members 
Mstep: Class 12 contains 119651 members 
Mstep: Class 13 contains 51118 members 
Mstep: Class 14 contains 5087 members 
Mstep: Class 15 contains 9328 members 
Mstep: Class 16 contains 8462 members 
Mstep: Class 17 contains 6990 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 22714 members 
Mstep: Class 20 contains 46328 members 
Mstep: Class 21 contains 5198 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 38081 members 
Mstep: Class 24 contains 48753 members 
Mstep: Class 25 contains 4965 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5545 members 
Mstep: Class 28 contains 17168 members 
Mstep: Class 29 contains 2452 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3222 members 
Mstep: Class 32 contains 2560 members 
Mstep: Class 33 contains 3888 members 
Mstep: Class 34 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920880.000000 Penalty: 75654.937500
Iteration 119Q: 35 clusters Score -1.089209e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 129962 members 
Mstep: Class 3 contains 18120 members 
Mstep: Class 4 contains 7614 members 
Mstep: Class 5 contains 99955 members 
Mstep: Class 6 contains 8845 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 72866 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 60192 members 
Mstep: Class 12 contains 119655 members 
Mstep: Class 13 contains 51144 members 
Mstep: Class 14 contains 5082 members 
Mstep: Class 15 contains 9376 members 
Mstep: Class 16 contains 8397 members 
Mstep: Class 17 contains 6990 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 22709 members 
Mstep: Class 20 contains 46077 members 
Mstep: Class 21 contains 5197 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 38360 members 
Mstep: Class 24 contains 48777 members 
Mstep: Class 25 contains 4976 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 5542 members 
Mstep: Class 28 contains 17171 members 
Mstep: Class 29 contains 2452 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3227 members 
Mstep: Class 32 contains 2566 members 
Mstep: Class 33 contains 3894 members 
Mstep: Class 34 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108921040.000000 Penalty: 75654.937500
Iteration 120F: 35 clusters Score -1.08921e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 69422 members 
Mstep: Class 2 contains 129875 members 
Mstep: Class 3 contains 18120 members 
Mstep: Class 4 contains 7618 members 
Mstep: Class 5 contains 99734 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 3867 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 73165 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 60075 members 
Mstep: Class 12 contains 119672 members 
Mstep: Class 13 contains 51175 members 
Mstep: Class 14 contains 5082 members 
Mstep: Class 15 contains 9412 members 
Mstep: Class 16 contains 8318 members 
Mstep: Class 17 contains 6990 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 22697 members 
Mstep: Class 20 contains 45814 members 
Mstep: Class 21 contains 5202 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 38659 members 
Mstep: Class 24 contains 48799 members 
Mstep: Class 25 contains 4996 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 5538 members 
Mstep: Class 28 contains 17174 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3233 members 
Mstep: Class 32 contains 2569 members 
Mstep: Class 33 contains 3902 members 
Mstep: Class 34 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108921576.000000 Penalty: 75654.937500
Iteration 121Q: 35 clusters Score -1.089216e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 129803 members 
Mstep: Class 3 contains 18118 members 
Mstep: Class 4 contains 7624 members 
Mstep: Class 5 contains 99532 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 3876 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 73479 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 59938 members 
Mstep: Class 12 contains 119714 members 
Mstep: Class 13 contains 51207 members 
Mstep: Class 14 contains 5079 members 
Mstep: Class 15 contains 9439 members 
Mstep: Class 16 contains 8236 members 
Mstep: Class 17 contains 6989 members 
Mstep: Class 18 contains 5791 members 
Mstep: Class 19 contains 22683 members 
Mstep: Class 20 contains 45544 members 
Mstep: Class 21 contains 5203 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 38947 members 
Mstep: Class 24 contains 48825 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5535 members 
Mstep: Class 28 contains 17183 members 
Mstep: Class 29 contains 2452 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3240 members 
Mstep: Class 32 contains 2571 members 
Mstep: Class 33 contains 3902 members 
Mstep: Class 34 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108922064.000000 Penalty: 75654.937500
Iteration 122Q: 35 clusters Score -1.089221e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 129768 members 
Mstep: Class 3 contains 18121 members 
Mstep: Class 4 contains 7626 members 
Mstep: Class 5 contains 99322 members 
Mstep: Class 6 contains 8807 members 
Mstep: Class 7 contains 3890 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 73754 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 59829 members 
Mstep: Class 12 contains 119753 members 
Mstep: Class 13 contains 51244 members 
Mstep: Class 14 contains 5080 members 
Mstep: Class 15 contains 9472 members 
Mstep: Class 16 contains 8154 members 
Mstep: Class 17 contains 6992 members 
Mstep: Class 18 contains 5796 members 
Mstep: Class 19 contains 22668 members 
Mstep: Class 20 contains 45281 members 
Mstep: Class 21 contains 5205 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 39195 members 
Mstep: Class 24 contains 48851 members 
Mstep: Class 25 contains 5032 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 5531 members 
Mstep: Class 28 contains 17186 members 
Mstep: Class 29 contains 2453 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3245 members 
Mstep: Class 32 contains 2573 members 
Mstep: Class 33 contains 3907 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108922520.000000 Penalty: 75654.937500
Iteration 123Q: 35 clusters Score -1.089225e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 129710 members 
Mstep: Class 3 contains 18122 members 
Mstep: Class 4 contains 7629 members 
Mstep: Class 5 contains 99108 members 
Mstep: Class 6 contains 8793 members 
Mstep: Class 7 contains 3903 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 74011 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 59757 members 
Mstep: Class 12 contains 119776 members 
Mstep: Class 13 contains 51281 members 
Mstep: Class 14 contains 5075 members 
Mstep: Class 15 contains 9503 members 
Mstep: Class 16 contains 8074 members 
Mstep: Class 17 contains 6990 members 
Mstep: Class 18 contains 5801 members 
Mstep: Class 19 contains 22654 members 
Mstep: Class 20 contains 45031 members 
Mstep: Class 21 contains 5204 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 39469 members 
Mstep: Class 24 contains 48884 members 
Mstep: Class 25 contains 5048 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5529 members 
Mstep: Class 28 contains 17189 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3246 members 
Mstep: Class 32 contains 2574 members 
Mstep: Class 33 contains 3908 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108922384.000000 Penalty: 75654.937500
Iteration 124Q: 35 clusters Score -1.089224e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 129647 members 
Mstep: Class 3 contains 18131 members 
Mstep: Class 4 contains 7632 members 
Mstep: Class 5 contains 98915 members 
Mstep: Class 6 contains 8775 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 74258 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 59691 members 
Mstep: Class 12 contains 119800 members 
Mstep: Class 13 contains 51320 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 9535 members 
Mstep: Class 16 contains 8014 members 
Mstep: Class 17 contains 6985 members 
Mstep: Class 18 contains 5811 members 
Mstep: Class 19 contains 22651 members 
Mstep: Class 20 contains 44800 members 
Mstep: Class 21 contains 5203 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 39703 members 
Mstep: Class 24 contains 48906 members 
Mstep: Class 25 contains 5061 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5527 members 
Mstep: Class 28 contains 17192 members 
Mstep: Class 29 contains 2457 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3243 members 
Mstep: Class 32 contains 2577 members 
Mstep: Class 33 contains 3901 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108922640.000000 Penalty: 75654.937500
Iteration 125Q: 35 clusters Score -1.089226e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69473 members 
Mstep: Class 2 contains 129597 members 
Mstep: Class 3 contains 18130 members 
Mstep: Class 4 contains 7636 members 
Mstep: Class 5 contains 98736 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 74499 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 59626 members 
Mstep: Class 12 contains 119823 members 
Mstep: Class 13 contains 51351 members 
Mstep: Class 14 contains 5064 members 
Mstep: Class 15 contains 9567 members 
Mstep: Class 16 contains 7950 members 
Mstep: Class 17 contains 6985 members 
Mstep: Class 18 contains 5816 members 
Mstep: Class 19 contains 22644 members 
Mstep: Class 20 contains 44578 members 
Mstep: Class 21 contains 5205 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 39930 members 
Mstep: Class 24 contains 48925 members 
Mstep: Class 25 contains 5071 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5526 members 
Mstep: Class 28 contains 17193 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3247 members 
Mstep: Class 32 contains 2577 members 
Mstep: Class 33 contains 3900 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108922544.000000 Penalty: 75654.937500
Iteration 126Q: 35 clusters Score -1.089225e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 129575 members 
Mstep: Class 3 contains 18131 members 
Mstep: Class 4 contains 7637 members 
Mstep: Class 5 contains 98556 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 3933 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 74746 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 59555 members 
Mstep: Class 12 contains 119827 members 
Mstep: Class 13 contains 51394 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 9607 members 
Mstep: Class 16 contains 7906 members 
Mstep: Class 17 contains 6984 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 44320 members 
Mstep: Class 21 contains 5211 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 40143 members 
Mstep: Class 24 contains 48942 members 
Mstep: Class 25 contains 5084 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5526 members 
Mstep: Class 28 contains 17190 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3250 members 
Mstep: Class 32 contains 2578 members 
Mstep: Class 33 contains 3901 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108922776.000000 Penalty: 75654.937500
Iteration 127Q: 35 clusters Score -1.089228e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 129550 members 
Mstep: Class 3 contains 18135 members 
Mstep: Class 4 contains 7637 members 
Mstep: Class 5 contains 98372 members 
Mstep: Class 6 contains 8724 members 
Mstep: Class 7 contains 3942 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 74993 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 59483 members 
Mstep: Class 12 contains 119803 members 
Mstep: Class 13 contains 51433 members 
Mstep: Class 14 contains 5044 members 
Mstep: Class 15 contains 9636 members 
Mstep: Class 16 contains 7877 members 
Mstep: Class 17 contains 6990 members 
Mstep: Class 18 contains 5831 members 
Mstep: Class 19 contains 22635 members 
Mstep: Class 20 contains 44080 members 
Mstep: Class 21 contains 5217 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 40358 members 
Mstep: Class 24 contains 48950 members 
Mstep: Class 25 contains 5103 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5525 members 
Mstep: Class 28 contains 17188 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3257 members 
Mstep: Class 32 contains 2583 members 
Mstep: Class 33 contains 3900 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108922920.000000 Penalty: 75654.937500
Iteration 128Q: 35 clusters Score -1.089229e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 129495 members 
Mstep: Class 3 contains 18144 members 
Mstep: Class 4 contains 7639 members 
Mstep: Class 5 contains 98188 members 
Mstep: Class 6 contains 8696 members 
Mstep: Class 7 contains 3951 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 75243 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 59449 members 
Mstep: Class 12 contains 119764 members 
Mstep: Class 13 contains 51470 members 
Mstep: Class 14 contains 5033 members 
Mstep: Class 15 contains 9669 members 
Mstep: Class 16 contains 7840 members 
Mstep: Class 17 contains 6995 members 
Mstep: Class 18 contains 5837 members 
Mstep: Class 19 contains 22629 members 
Mstep: Class 20 contains 43877 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 40561 members 
Mstep: Class 24 contains 48973 members 
Mstep: Class 25 contains 5116 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5522 members 
Mstep: Class 28 contains 17190 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3260 members 
Mstep: Class 32 contains 2589 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108922968.000000 Penalty: 75654.937500
Iteration 129Q: 35 clusters Score -1.08923e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69504 members 
Mstep: Class 2 contains 129451 members 
Mstep: Class 3 contains 18151 members 
Mstep: Class 4 contains 7639 members 
Mstep: Class 5 contains 97995 members 
Mstep: Class 6 contains 8679 members 
Mstep: Class 7 contains 3962 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 75468 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 59431 members 
Mstep: Class 12 contains 119704 members 
Mstep: Class 13 contains 51495 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 9702 members 
Mstep: Class 16 contains 7819 members 
Mstep: Class 17 contains 6999 members 
Mstep: Class 18 contains 5841 members 
Mstep: Class 19 contains 22623 members 
Mstep: Class 20 contains 43677 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 40758 members 
Mstep: Class 24 contains 48999 members 
Mstep: Class 25 contains 5137 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5524 members 
Mstep: Class 28 contains 17196 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3259 members 
Mstep: Class 32 contains 2592 members 
Mstep: Class 33 contains 3898 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923080.000000 Penalty: 75654.937500
Iteration 130Q: 35 clusters Score -1.089231e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 129424 members 
Mstep: Class 3 contains 18154 members 
Mstep: Class 4 contains 7642 members 
Mstep: Class 5 contains 97813 members 
Mstep: Class 6 contains 8661 members 
Mstep: Class 7 contains 3980 members 
Mstep: Class 8 contains 3936 members 
Mstep: Class 9 contains 75666 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 11 contains 59388 members 
Mstep: Class 12 contains 119670 members 
Mstep: Class 13 contains 51528 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 9727 members 
Mstep: Class 16 contains 7790 members 
Mstep: Class 17 contains 7008 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 19 contains 22621 members 
Mstep: Class 20 contains 43484 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 40945 members 
Mstep: Class 24 contains 49018 members 
Mstep: Class 25 contains 5154 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5522 members 
Mstep: Class 28 contains 17200 members 
Mstep: Class 29 contains 2457 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3260 members 
Mstep: Class 32 contains 2599 members 
Mstep: Class 33 contains 3898 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923488.000000 Penalty: 75654.937500
Iteration 131Q: 35 clusters Score -1.089235e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69527 members 
Mstep: Class 2 contains 129388 members 
Mstep: Class 3 contains 18154 members 
Mstep: Class 4 contains 7646 members 
Mstep: Class 5 contains 97634 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 4001 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 75863 members 
Mstep: Class 10 contains 1341 members 
Mstep: Class 11 contains 59352 members 
Mstep: Class 12 contains 119641 members 
Mstep: Class 13 contains 51558 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 9744 members 
Mstep: Class 16 contains 7750 members 
Mstep: Class 17 contains 7018 members 
Mstep: Class 18 contains 5851 members 
Mstep: Class 19 contains 22614 members 
Mstep: Class 20 contains 43307 members 
Mstep: Class 21 contains 5231 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 41139 members 
Mstep: Class 24 contains 49032 members 
Mstep: Class 25 contains 5171 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5519 members 
Mstep: Class 28 contains 17200 members 
Mstep: Class 29 contains 2458 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3262 members 
Mstep: Class 32 contains 2606 members 
Mstep: Class 33 contains 3902 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923280.000000 Penalty: 75654.937500
Iteration 132Q: 35 clusters Score -1.089233e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 129329 members 
Mstep: Class 3 contains 18157 members 
Mstep: Class 4 contains 7649 members 
Mstep: Class 5 contains 97501 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 4020 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 76006 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 59342 members 
Mstep: Class 12 contains 119617 members 
Mstep: Class 13 contains 51585 members 
Mstep: Class 14 contains 4997 members 
Mstep: Class 15 contains 9759 members 
Mstep: Class 16 contains 7707 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 5857 members 
Mstep: Class 19 contains 22600 members 
Mstep: Class 20 contains 43166 members 
Mstep: Class 21 contains 5236 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 41309 members 
Mstep: Class 24 contains 49054 members 
Mstep: Class 25 contains 5190 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5519 members 
Mstep: Class 28 contains 17202 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3258 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 3904 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923576.000000 Penalty: 75654.937500
Iteration 133Q: 35 clusters Score -1.089236e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 129290 members 
Mstep: Class 3 contains 18166 members 
Mstep: Class 4 contains 7647 members 
Mstep: Class 5 contains 97380 members 
Mstep: Class 6 contains 8610 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 76185 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 59279 members 
Mstep: Class 12 contains 119628 members 
Mstep: Class 13 contains 51621 members 
Mstep: Class 14 contains 4994 members 
Mstep: Class 15 contains 9779 members 
Mstep: Class 16 contains 7645 members 
Mstep: Class 17 contains 7021 members 
Mstep: Class 18 contains 5862 members 
Mstep: Class 19 contains 22581 members 
Mstep: Class 20 contains 43021 members 
Mstep: Class 21 contains 5247 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 41465 members 
Mstep: Class 24 contains 49064 members 
Mstep: Class 25 contains 5206 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5518 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 2457 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3257 members 
Mstep: Class 32 contains 2623 members 
Mstep: Class 33 contains 3901 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923400.000000 Penalty: 75654.937500
Iteration 134Q: 35 clusters Score -1.089234e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 129256 members 
Mstep: Class 3 contains 18174 members 
Mstep: Class 4 contains 7645 members 
Mstep: Class 5 contains 97269 members 
Mstep: Class 6 contains 8593 members 
Mstep: Class 7 contains 4045 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 76388 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 59213 members 
Mstep: Class 12 contains 119624 members 
Mstep: Class 13 contains 51667 members 
Mstep: Class 14 contains 4997 members 
Mstep: Class 15 contains 9796 members 
Mstep: Class 16 contains 7583 members 
Mstep: Class 17 contains 7025 members 
Mstep: Class 18 contains 5868 members 
Mstep: Class 19 contains 22559 members 
Mstep: Class 20 contains 42859 members 
Mstep: Class 21 contains 5245 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 41615 members 
Mstep: Class 24 contains 49079 members 
Mstep: Class 25 contains 5220 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5517 members 
Mstep: Class 28 contains 17207 members 
Mstep: Class 29 contains 2457 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3259 members 
Mstep: Class 32 contains 2629 members 
Mstep: Class 33 contains 3894 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923408.000000 Penalty: 75654.937500
Iteration 135Q: 35 clusters Score -1.089234e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 129216 members 
Mstep: Class 3 contains 18176 members 
Mstep: Class 4 contains 7643 members 
Mstep: Class 5 contains 97162 members 
Mstep: Class 6 contains 8580 members 
Mstep: Class 7 contains 4059 members 
Mstep: Class 8 contains 3918 members 
Mstep: Class 9 contains 76613 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 59162 members 
Mstep: Class 12 contains 119605 members 
Mstep: Class 13 contains 51709 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 7029 members 
Mstep: Class 18 contains 5869 members 
Mstep: Class 19 contains 22547 members 
Mstep: Class 20 contains 42660 members 
Mstep: Class 21 contains 5243 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 41748 members 
Mstep: Class 24 contains 49102 members 
Mstep: Class 25 contains 5233 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5518 members 
Mstep: Class 28 contains 17212 members 
Mstep: Class 29 contains 2456 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3263 members 
Mstep: Class 32 contains 2629 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923504.000000 Penalty: 75654.937500
Iteration 136Q: 35 clusters Score -1.089235e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 129195 members 
Mstep: Class 3 contains 18182 members 
Mstep: Class 4 contains 7644 members 
Mstep: Class 5 contains 97048 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 3918 members 
Mstep: Class 9 contains 76833 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 59131 members 
Mstep: Class 12 contains 119575 members 
Mstep: Class 13 contains 51762 members 
Mstep: Class 14 contains 4995 members 
Mstep: Class 15 contains 9826 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 7031 members 
Mstep: Class 18 contains 5872 members 
Mstep: Class 19 contains 22539 members 
Mstep: Class 20 contains 42464 members 
Mstep: Class 21 contains 5246 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 41869 members 
Mstep: Class 24 contains 49114 members 
Mstep: Class 25 contains 5242 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5517 members 
Mstep: Class 28 contains 17215 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3263 members 
Mstep: Class 32 contains 2635 members 
Mstep: Class 33 contains 3888 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923560.000000 Penalty: 75654.937500
Iteration 137Q: 35 clusters Score -1.089236e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 129172 members 
Mstep: Class 3 contains 18190 members 
Mstep: Class 4 contains 7642 members 
Mstep: Class 5 contains 96931 members 
Mstep: Class 6 contains 8547 members 
Mstep: Class 7 contains 4096 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 77070 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 59074 members 
Mstep: Class 12 contains 119546 members 
Mstep: Class 13 contains 51807 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 9846 members 
Mstep: Class 16 contains 7433 members 
Mstep: Class 17 contains 7032 members 
Mstep: Class 18 contains 5878 members 
Mstep: Class 19 contains 22528 members 
Mstep: Class 20 contains 42306 members 
Mstep: Class 21 contains 5252 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 41979 members 
Mstep: Class 24 contains 49128 members 
Mstep: Class 25 contains 5250 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5517 members 
Mstep: Class 28 contains 17220 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3261 members 
Mstep: Class 32 contains 2638 members 
Mstep: Class 33 contains 3880 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923440.000000 Penalty: 75654.937500
Iteration 138Q: 35 clusters Score -1.089234e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 129148 members 
Mstep: Class 3 contains 18202 members 
Mstep: Class 4 contains 7641 members 
Mstep: Class 5 contains 96830 members 
Mstep: Class 6 contains 8527 members 
Mstep: Class 7 contains 4105 members 
Mstep: Class 8 contains 3912 members 
Mstep: Class 9 contains 77292 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 59028 members 
Mstep: Class 12 contains 119521 members 
Mstep: Class 13 contains 51845 members 
Mstep: Class 14 contains 4979 members 
Mstep: Class 15 contains 9858 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 7032 members 
Mstep: Class 18 contains 5888 members 
Mstep: Class 19 contains 22527 members 
Mstep: Class 20 contains 42133 members 
Mstep: Class 21 contains 5260 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 42080 members 
Mstep: Class 24 contains 49148 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5515 members 
Mstep: Class 28 contains 17223 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3268 members 
Mstep: Class 32 contains 2640 members 
Mstep: Class 33 contains 3865 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923408.000000 Penalty: 75654.937500
Iteration 139Q: 35 clusters Score -1.089234e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 69577 members 
Mstep: Class 2 contains 129122 members 
Mstep: Class 3 contains 18215 members 
Mstep: Class 4 contains 7642 members 
Mstep: Class 5 contains 96735 members 
Mstep: Class 6 contains 8505 members 
Mstep: Class 7 contains 4115 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 77494 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 59010 members 
Mstep: Class 12 contains 119515 members 
Mstep: Class 13 contains 51884 members 
Mstep: Class 14 contains 4973 members 
Mstep: Class 15 contains 9869 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 5898 members 
Mstep: Class 19 contains 22518 members 
Mstep: Class 20 contains 41952 members 
Mstep: Class 21 contains 5263 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 42179 members 
Mstep: Class 24 contains 49156 members 
Mstep: Class 25 contains 5255 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5514 members 
Mstep: Class 28 contains 17223 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3274 members 
Mstep: Class 32 contains 2642 members 
Mstep: Class 33 contains 3860 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923640.000000 Penalty: 75654.937500
Iteration 140F: 35 clusters Score -1.089236e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 129089 members 
Mstep: Class 3 contains 18225 members 
Mstep: Class 4 contains 7642 members 
Mstep: Class 5 contains 96641 members 
Mstep: Class 6 contains 8492 members 
Mstep: Class 7 contains 4125 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 77721 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 58940 members 
Mstep: Class 12 contains 119518 members 
Mstep: Class 13 contains 51942 members 
Mstep: Class 14 contains 4972 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 7295 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 5906 members 
Mstep: Class 19 contains 22512 members 
Mstep: Class 20 contains 41781 members 
Mstep: Class 21 contains 5267 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 42273 members 
Mstep: Class 24 contains 49161 members 
Mstep: Class 25 contains 5256 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5513 members 
Mstep: Class 28 contains 17215 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3282 members 
Mstep: Class 32 contains 2646 members 
Mstep: Class 33 contains 3856 members 
Mstep: Class 34 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924224.000000 Penalty: 75654.937500
Iteration 141Q: 35 clusters Score -1.089242e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 129075 members 
Mstep: Class 3 contains 18237 members 
Mstep: Class 4 contains 7642 members 
Mstep: Class 5 contains 96530 members 
Mstep: Class 6 contains 8476 members 
Mstep: Class 7 contains 4137 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 77929 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 58870 members 
Mstep: Class 12 contains 119527 members 
Mstep: Class 13 contains 51985 members 
Mstep: Class 14 contains 4973 members 
Mstep: Class 15 contains 9903 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 7031 members 
Mstep: Class 18 contains 5918 members 
Mstep: Class 19 contains 22501 members 
Mstep: Class 20 contains 41628 members 
Mstep: Class 21 contains 5268 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 42362 members 
Mstep: Class 24 contains 49169 members 
Mstep: Class 25 contains 5263 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5512 members 
Mstep: Class 28 contains 17208 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3287 members 
Mstep: Class 32 contains 2649 members 
Mstep: Class 33 contains 3848 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924448.000000 Penalty: 75654.937500
Iteration 142Q: 35 clusters Score -1.089244e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69594 members 
Mstep: Class 2 contains 129054 members 
Mstep: Class 3 contains 18243 members 
Mstep: Class 4 contains 7647 members 
Mstep: Class 5 contains 96434 members 
Mstep: Class 6 contains 8455 members 
Mstep: Class 7 contains 4143 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 78144 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 58817 members 
Mstep: Class 12 contains 119502 members 
Mstep: Class 13 contains 52032 members 
Mstep: Class 14 contains 4971 members 
Mstep: Class 15 contains 9929 members 
Mstep: Class 16 contains 7211 members 
Mstep: Class 17 contains 7032 members 
Mstep: Class 18 contains 5926 members 
Mstep: Class 19 contains 22492 members 
Mstep: Class 20 contains 41473 members 
Mstep: Class 21 contains 5276 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 42449 members 
Mstep: Class 24 contains 49176 members 
Mstep: Class 25 contains 5264 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5511 members 
Mstep: Class 28 contains 17206 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3288 members 
Mstep: Class 32 contains 2650 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924344.000000 Penalty: 75654.937500
Iteration 143Q: 35 clusters Score -1.089243e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69595 members 
Mstep: Class 2 contains 129040 members 
Mstep: Class 3 contains 18248 members 
Mstep: Class 4 contains 7647 members 
Mstep: Class 5 contains 96344 members 
Mstep: Class 6 contains 8439 members 
Mstep: Class 7 contains 4149 members 
Mstep: Class 8 contains 3911 members 
Mstep: Class 9 contains 78360 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 58776 members 
Mstep: Class 12 contains 119474 members 
Mstep: Class 13 contains 52078 members 
Mstep: Class 14 contains 4971 members 
Mstep: Class 15 contains 9951 members 
Mstep: Class 16 contains 7177 members 
Mstep: Class 17 contains 7034 members 
Mstep: Class 18 contains 5934 members 
Mstep: Class 19 contains 22478 members 
Mstep: Class 20 contains 41307 members 
Mstep: Class 21 contains 5293 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 42537 members 
Mstep: Class 24 contains 49167 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5510 members 
Mstep: Class 28 contains 17204 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 3292 members 
Mstep: Class 32 contains 2653 members 
Mstep: Class 33 contains 3839 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924280.000000 Penalty: 75654.937500
Iteration 144Q: 35 clusters Score -1.089243e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 129037 members 
Mstep: Class 3 contains 18258 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 96265 members 
Mstep: Class 6 contains 8413 members 
Mstep: Class 7 contains 4165 members 
Mstep: Class 8 contains 3911 members 
Mstep: Class 9 contains 78568 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 58722 members 
Mstep: Class 12 contains 119474 members 
Mstep: Class 13 contains 52128 members 
Mstep: Class 14 contains 4977 members 
Mstep: Class 15 contains 9963 members 
Mstep: Class 16 contains 7127 members 
Mstep: Class 17 contains 7033 members 
Mstep: Class 18 contains 5939 members 
Mstep: Class 19 contains 22459 members 
Mstep: Class 20 contains 41147 members 
Mstep: Class 21 contains 5300 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 42618 members 
Mstep: Class 24 contains 49157 members 
Mstep: Class 25 contains 5265 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5511 members 
Mstep: Class 28 contains 17203 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3298 members 
Mstep: Class 32 contains 2656 members 
Mstep: Class 33 contains 3833 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924064.000000 Penalty: 75654.937500
Iteration 145Q: 35 clusters Score -1.089241e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69601 members 
Mstep: Class 2 contains 129030 members 
Mstep: Class 3 contains 18264 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 96169 members 
Mstep: Class 6 contains 8393 members 
Mstep: Class 7 contains 4168 members 
Mstep: Class 8 contains 3911 members 
Mstep: Class 9 contains 78784 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 58673 members 
Mstep: Class 12 contains 119485 members 
Mstep: Class 13 contains 52181 members 
Mstep: Class 14 contains 4982 members 
Mstep: Class 15 contains 9976 members 
Mstep: Class 16 contains 7085 members 
Mstep: Class 17 contains 7036 members 
Mstep: Class 18 contains 5940 members 
Mstep: Class 19 contains 22445 members 
Mstep: Class 20 contains 40968 members 
Mstep: Class 21 contains 5301 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 42701 members 
Mstep: Class 24 contains 49154 members 
Mstep: Class 25 contains 5268 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5512 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3307 members 
Mstep: Class 32 contains 2656 members 
Mstep: Class 33 contains 3833 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924288.000000 Penalty: 75654.937500
Iteration 146Q: 35 clusters Score -1.089243e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 129038 members 
Mstep: Class 3 contains 18269 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 96075 members 
Mstep: Class 6 contains 8382 members 
Mstep: Class 7 contains 4175 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 78984 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 58629 members 
Mstep: Class 12 contains 119497 members 
Mstep: Class 13 contains 52230 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 7048 members 
Mstep: Class 17 contains 7038 members 
Mstep: Class 18 contains 5942 members 
Mstep: Class 19 contains 22433 members 
Mstep: Class 20 contains 40792 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 42757 members 
Mstep: Class 24 contains 49155 members 
Mstep: Class 25 contains 5269 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5512 members 
Mstep: Class 28 contains 17202 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3311 members 
Mstep: Class 32 contains 2654 members 
Mstep: Class 33 contains 3830 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924376.000000 Penalty: 75654.937500
Iteration 147Q: 35 clusters Score -1.089244e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 129047 members 
Mstep: Class 3 contains 18268 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 5 contains 95978 members 
Mstep: Class 6 contains 8371 members 
Mstep: Class 7 contains 4188 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 79176 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 119517 members 
Mstep: Class 13 contains 52289 members 
Mstep: Class 14 contains 4982 members 
Mstep: Class 15 contains 10005 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 7040 members 
Mstep: Class 18 contains 5944 members 
Mstep: Class 19 contains 22426 members 
Mstep: Class 20 contains 40637 members 
Mstep: Class 21 contains 5311 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 42800 members 
Mstep: Class 24 contains 49153 members 
Mstep: Class 25 contains 5272 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5512 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 2655 members 
Mstep: Class 33 contains 3829 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924360.000000 Penalty: 75654.937500
Iteration 148Q: 35 clusters Score -1.089244e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 129044 members 
Mstep: Class 3 contains 18273 members 
Mstep: Class 4 contains 7651 members 
Mstep: Class 5 contains 95888 members 
Mstep: Class 6 contains 8359 members 
Mstep: Class 7 contains 4197 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 79346 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 58544 members 
Mstep: Class 12 contains 119512 members 
Mstep: Class 13 contains 52341 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 10017 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 7046 members 
Mstep: Class 18 contains 5945 members 
Mstep: Class 19 contains 22417 members 
Mstep: Class 20 contains 40500 members 
Mstep: Class 21 contains 5315 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 42841 members 
Mstep: Class 24 contains 49156 members 
Mstep: Class 25 contains 5278 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5511 members 
Mstep: Class 28 contains 17203 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 2658 members 
Mstep: Class 33 contains 3825 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924592.000000 Penalty: 75654.937500
Iteration 149Q: 35 clusters Score -1.089246e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 129051 members 
Mstep: Class 3 contains 18278 members 
Mstep: Class 4 contains 7651 members 
Mstep: Class 5 contains 95787 members 
Mstep: Class 6 contains 8346 members 
Mstep: Class 7 contains 4204 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 79539 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 58497 members 
Mstep: Class 12 contains 119508 members 
Mstep: Class 13 contains 52387 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 10027 members 
Mstep: Class 16 contains 6971 members 
Mstep: Class 17 contains 7052 members 
Mstep: Class 18 contains 5946 members 
Mstep: Class 19 contains 22412 members 
Mstep: Class 20 contains 40370 members 
Mstep: Class 21 contains 5315 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 42886 members 
Mstep: Class 24 contains 49162 members 
Mstep: Class 25 contains 5282 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5510 members 
Mstep: Class 28 contains 17202 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3312 members 
Mstep: Class 32 contains 2657 members 
Mstep: Class 33 contains 3825 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924608.000000 Penalty: 75654.937500
Iteration 150Q: 35 clusters Score -1.089246e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69608 members 
Mstep: Class 2 contains 129068 members 
Mstep: Class 3 contains 18276 members 
Mstep: Class 4 contains 7649 members 
Mstep: Class 5 contains 95697 members 
Mstep: Class 6 contains 8325 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 3895 members 
Mstep: Class 9 contains 79717 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 58445 members 
Mstep: Class 12 contains 119492 members 
Mstep: Class 13 contains 52451 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 10041 members 
Mstep: Class 16 contains 6958 members 
Mstep: Class 17 contains 7056 members 
Mstep: Class 18 contains 5946 members 
Mstep: Class 19 contains 22409 members 
Mstep: Class 20 contains 40229 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 42929 members 
Mstep: Class 24 contains 49170 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5509 members 
Mstep: Class 28 contains 17202 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 2658 members 
Mstep: Class 33 contains 3825 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924464.000000 Penalty: 75654.937500
Iteration 151Q: 35 clusters Score -1.089245e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 129072 members 
Mstep: Class 3 contains 18279 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 95614 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 4215 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 79854 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 58401 members 
Mstep: Class 12 contains 119481 members 
Mstep: Class 13 contains 52500 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 10058 members 
Mstep: Class 16 contains 6943 members 
Mstep: Class 17 contains 7058 members 
Mstep: Class 18 contains 5947 members 
Mstep: Class 19 contains 22409 members 
Mstep: Class 20 contains 40090 members 
Mstep: Class 21 contains 5333 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 42975 members 
Mstep: Class 24 contains 49193 members 
Mstep: Class 25 contains 5296 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5510 members 
Mstep: Class 28 contains 17200 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3316 members 
Mstep: Class 32 contains 2659 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924528.000000 Penalty: 75654.937500
Iteration 152Q: 35 clusters Score -1.089245e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 129075 members 
Mstep: Class 3 contains 18284 members 
Mstep: Class 4 contains 7652 members 
Mstep: Class 5 contains 95551 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 4224 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 79988 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 58364 members 
Mstep: Class 12 contains 119466 members 
Mstep: Class 13 contains 52538 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 6931 members 
Mstep: Class 17 contains 7062 members 
Mstep: Class 18 contains 5948 members 
Mstep: Class 19 contains 22408 members 
Mstep: Class 20 contains 39964 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 43007 members 
Mstep: Class 24 contains 49201 members 
Mstep: Class 25 contains 5306 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5509 members 
Mstep: Class 28 contains 17199 members 
Mstep: Class 29 contains 2463 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 2663 members 
Mstep: Class 33 contains 3822 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924280.000000 Penalty: 75654.937500
Iteration 153Q: 35 clusters Score -1.089243e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69623 members 
Mstep: Class 2 contains 129072 members 
Mstep: Class 3 contains 18284 members 
Mstep: Class 4 contains 7653 members 
Mstep: Class 5 contains 95496 members 
Mstep: Class 6 contains 8281 members 
Mstep: Class 7 contains 4233 members 
Mstep: Class 8 contains 3885 members 
Mstep: Class 9 contains 80148 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 58302 members 
Mstep: Class 12 contains 119477 members 
Mstep: Class 13 contains 52574 members 
Mstep: Class 14 contains 4987 members 
Mstep: Class 15 contains 10074 members 
Mstep: Class 16 contains 6905 members 
Mstep: Class 17 contains 7064 members 
Mstep: Class 18 contains 5948 members 
Mstep: Class 19 contains 22410 members 
Mstep: Class 20 contains 39832 members 
Mstep: Class 21 contains 5344 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 43037 members 
Mstep: Class 24 contains 49215 members 
Mstep: Class 25 contains 5313 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5509 members 
Mstep: Class 28 contains 17200 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3321 members 
Mstep: Class 32 contains 2663 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924552.000000 Penalty: 75654.937500
Iteration 154Q: 35 clusters Score -1.089246e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69627 members 
Mstep: Class 2 contains 129069 members 
Mstep: Class 3 contains 18290 members 
Mstep: Class 4 contains 7652 members 
Mstep: Class 5 contains 95454 members 
Mstep: Class 6 contains 8266 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 3880 members 
Mstep: Class 9 contains 80295 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 58230 members 
Mstep: Class 12 contains 119514 members 
Mstep: Class 13 contains 52618 members 
Mstep: Class 14 contains 4983 members 
Mstep: Class 15 contains 10078 members 
Mstep: Class 16 contains 6873 members 
Mstep: Class 17 contains 7066 members 
Mstep: Class 18 contains 5950 members 
Mstep: Class 19 contains 22408 members 
Mstep: Class 20 contains 39699 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 43064 members 
Mstep: Class 24 contains 49223 members 
Mstep: Class 25 contains 5318 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5507 members 
Mstep: Class 28 contains 17202 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 2665 members 
Mstep: Class 33 contains 3823 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924728.000000 Penalty: 75654.937500
Iteration 155Q: 35 clusters Score -1.089247e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 129069 members 
Mstep: Class 3 contains 18292 members 
Mstep: Class 4 contains 7651 members 
Mstep: Class 5 contains 95404 members 
Mstep: Class 6 contains 8251 members 
Mstep: Class 7 contains 4248 members 
Mstep: Class 8 contains 3876 members 
Mstep: Class 9 contains 80438 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 58172 members 
Mstep: Class 12 contains 119556 members 
Mstep: Class 13 contains 52655 members 
Mstep: Class 14 contains 4987 members 
Mstep: Class 15 contains 10083 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 5950 members 
Mstep: Class 19 contains 22405 members 
Mstep: Class 20 contains 39560 members 
Mstep: Class 21 contains 5361 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 43085 members 
Mstep: Class 24 contains 49241 members 
Mstep: Class 25 contains 5323 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5504 members 
Mstep: Class 28 contains 17202 members 
Mstep: Class 29 contains 2463 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 2666 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924688.000000 Penalty: 75654.937500
Iteration 156Q: 35 clusters Score -1.089247e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69641 members 
Mstep: Class 2 contains 129036 members 
Mstep: Class 3 contains 18298 members 
Mstep: Class 4 contains 7651 members 
Mstep: Class 5 contains 95362 members 
Mstep: Class 6 contains 8237 members 
Mstep: Class 7 contains 4252 members 
Mstep: Class 8 contains 3873 members 
Mstep: Class 9 contains 80572 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 58136 members 
Mstep: Class 12 contains 119559 members 
Mstep: Class 13 contains 52694 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 10090 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 7070 members 
Mstep: Class 18 contains 5951 members 
Mstep: Class 19 contains 22402 members 
Mstep: Class 20 contains 39447 members 
Mstep: Class 21 contains 5371 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 43121 members 
Mstep: Class 24 contains 49251 members 
Mstep: Class 25 contains 5325 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5501 members 
Mstep: Class 28 contains 17199 members 
Mstep: Class 29 contains 2463 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3329 members 
Mstep: Class 32 contains 2668 members 
Mstep: Class 33 contains 3823 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924584.000000 Penalty: 75654.937500
Iteration 157Q: 35 clusters Score -1.089246e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 129019 members 
Mstep: Class 3 contains 18306 members 
Mstep: Class 4 contains 7649 members 
Mstep: Class 5 contains 95308 members 
Mstep: Class 6 contains 8216 members 
Mstep: Class 7 contains 4254 members 
Mstep: Class 8 contains 3873 members 
Mstep: Class 9 contains 80737 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 58078 members 
Mstep: Class 12 contains 119599 members 
Mstep: Class 13 contains 52715 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 10096 members 
Mstep: Class 16 contains 6803 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 5951 members 
Mstep: Class 19 contains 22392 members 
Mstep: Class 20 contains 39321 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 43165 members 
Mstep: Class 24 contains 49253 members 
Mstep: Class 25 contains 5326 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5500 members 
Mstep: Class 28 contains 17200 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3333 members 
Mstep: Class 32 contains 2672 members 
Mstep: Class 33 contains 3823 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924528.000000 Penalty: 75654.937500
Iteration 158Q: 35 clusters Score -1.089245e+08 nChanged 685
Entering ConstructFrom: 
Score: -108924528.000000 Penalty: 75654.937500
Entering ConstructFrom: 
Trying to split cluster 1 (69665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Entering Unmasked Estep 
Score: -8958265.000000 Penalty: 1812.111084
	Iteration 0F: 2 clusters Score -8958265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -8912089.000000 Penalty: 3624.222168
	Iteration 0F: 3 clusters Score -8912089 nChanged 32958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -8930898.000000 Penalty: 3624.222168
	Iteration 1F: 3 clusters Score -8930898 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -8931555.000000 Penalty: 3624.222168
	Iteration 2Q: 3 clusters Score -8931555 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -8932434.000000 Penalty: 3624.222168
	Iteration 3Q: 3 clusters Score -8932434 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -8933683.000000 Penalty: 3624.222168
	Iteration 4Q: 3 clusters Score -8933683 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -8935162.000000 Penalty: 3624.222168
	Iteration 5F: 3 clusters Score -8935162 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -8937027.000000 Penalty: 3624.222168
	Iteration 6F: 3 clusters Score -8937027 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -8939084.000000 Penalty: 3624.222168
	Iteration 7F: 3 clusters Score -8939084 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -8941112.000000 Penalty: 3624.222168
	Iteration 8F: 3 clusters Score -8941112 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -8943213.000000 Penalty: 3624.222168
	Iteration 9F: 3 clusters Score -8943213 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -8945712.000000 Penalty: 3624.222168
	Iteration 10F: 3 clusters Score -8945712 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -8948578.000000 Penalty: 3624.222168
	Iteration 11F: 3 clusters Score -8948578 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -8951533.000000 Penalty: 3624.222168
	Iteration 12Q: 3 clusters Score -8951533 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -8953942.000000 Penalty: 3624.222168
	Iteration 13Q: 3 clusters Score -8953942 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -8955522.000000 Penalty: 3624.222168
	Iteration 14Q: 3 clusters Score -8955522 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 69050 members 
Entering Unmasked Estep 
Score: -8956174.000000 Penalty: 3624.222168
	Iteration 15Q: 3 clusters Score -8956174 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
Score: -8956457.000000 Penalty: 3624.222168
	Iteration 16Q: 3 clusters Score -8956457 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 69403 members 
Entering Unmasked Estep 
Score: -8956550.000000 Penalty: 3624.222168
	Iteration 17Q: 3 clusters Score -8956550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -8956599.000000 Penalty: 3624.222168
	Iteration 18Q: 3 clusters Score -8956599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -8956637.000000 Penalty: 3624.222168
	Iteration 19Q: 3 clusters Score -8956637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -8956668.000000 Penalty: 3624.222168
	Iteration 20F: 3 clusters Score -8956668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 69482 members 
Entering Unmasked Estep 
Score: -8956679.000000 Penalty: 3624.222168
	Iteration 21Q: 3 clusters Score -8956679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -8956692.000000 Penalty: 3624.222168
	Iteration 22Q: 3 clusters Score -8956692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -8956699.000000 Penalty: 3624.222168
	Iteration 23Q: 3 clusters Score -8956699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -8956700.000000 Penalty: 3624.222168
	Iteration 24Q: 3 clusters Score -8956700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -8956712.000000 Penalty: 3624.222168
	Iteration 25Q: 3 clusters Score -8956712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 69500 members 
Entering Unmasked Estep 
Score: -8956727.000000 Penalty: 3624.222168
	Iteration 26Q: 3 clusters Score -8956727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 69502 members 
Entering Unmasked Estep 
Score: -8956745.000000 Penalty: 3624.222168
	Iteration 27Q: 3 clusters Score -8956745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 69503 members 
Entering Unmasked Estep 
Score: -8956742.000000 Penalty: 3624.222168
	Iteration 28Q: 3 clusters Score -8956742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 69505 members 
Entering Unmasked Estep 
Score: -8956749.000000 Penalty: 3624.222168
	Iteration 29Q: 3 clusters Score -8956749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 69504 members 
Entering Unmasked Estep 
Score: -8956748.000000 Penalty: 3624.222168
	Iteration 30Q: 3 clusters Score -8956748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 69504 members 
Entering Unmasked Estep 
Score: -8956748.000000 Penalty: 3624.222168
	Iteration 31F: 3 clusters Score -8956748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129017 members 
Entering Unmasked Estep 
Score: -16502698.000000 Penalty: 1912.251099
	Iteration 0F: 2 clusters Score -1.65027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64794 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -16421189.000000 Penalty: 3824.502197
	Iteration 0F: 3 clusters Score -1.642119e+07 nChanged 61919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -16457346.000000 Penalty: 3824.502197
	Iteration 1F: 3 clusters Score -1.645735e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71803 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -16458787.000000 Penalty: 3824.502197
	Iteration 2Q: 3 clusters Score -1.645879e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76044 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -16461148.000000 Penalty: 3824.502197
	Iteration 3Q: 3 clusters Score -1.646115e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -16464632.000000 Penalty: 3824.502197
	Iteration 4F: 3 clusters Score -1.646463e+07 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -16469540.000000 Penalty: 3824.502197
	Iteration 5F: 3 clusters Score -1.646954e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95571 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -16475160.000000 Penalty: 3824.502197
	Iteration 6F: 3 clusters Score -1.647516e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100966 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -16480570.000000 Penalty: 3824.502197
	Iteration 7F: 3 clusters Score -1.648057e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104411 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -16485302.000000 Penalty: 3824.502197
	Iteration 8Q: 3 clusters Score -1.64853e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106086 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -16488343.000000 Penalty: 3824.502197
	Iteration 9Q: 3 clusters Score -1.648834e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106861 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -16489673.000000 Penalty: 3824.502197
	Iteration 10Q: 3 clusters Score -1.648967e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107522 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -16490346.000000 Penalty: 3824.502197
	Iteration 11Q: 3 clusters Score -1.649035e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108170 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -16490776.000000 Penalty: 3824.502197
	Iteration 12Q: 3 clusters Score -1.649078e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108793 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -16491347.000000 Penalty: 3824.502197
	Iteration 13Q: 3 clusters Score -1.649135e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109446 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -16491960.000000 Penalty: 3824.502197
	Iteration 14Q: 3 clusters Score -1.649196e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110130 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -16492659.000000 Penalty: 3824.502197
	Iteration 15Q: 3 clusters Score -1.649266e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110866 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -16493407.000000 Penalty: 3824.502197
	Iteration 16Q: 3 clusters Score -1.649341e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111751 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -16494355.000000 Penalty: 3824.502197
	Iteration 17Q: 3 clusters Score -1.649436e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -16495316.000000 Penalty: 3824.502197
	Iteration 18Q: 3 clusters Score -1.649532e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113973 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -16496302.000000 Penalty: 3824.502197
	Iteration 19Q: 3 clusters Score -1.64963e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115375 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -16497194.000000 Penalty: 3824.502197
	Iteration 20F: 3 clusters Score -1.649719e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116869 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -16497924.000000 Penalty: 3824.502197
	Iteration 21Q: 3 clusters Score -1.649792e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118406 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -16498637.000000 Penalty: 3824.502197
	Iteration 22Q: 3 clusters Score -1.649864e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119928 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -16499239.000000 Penalty: 3824.502197
	Iteration 23Q: 3 clusters Score -1.649924e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121411 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -16499675.000000 Penalty: 3824.502197
	Iteration 24Q: 3 clusters Score -1.649968e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122864 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -16500080.000000 Penalty: 3824.502197
	Iteration 25Q: 3 clusters Score -1.650008e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124193 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -16500479.000000 Penalty: 3824.502197
	Iteration 26Q: 3 clusters Score -1.650048e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125376 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -16500600.000000 Penalty: 3824.502197
	Iteration 27Q: 3 clusters Score -1.65006e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126364 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -16500755.000000 Penalty: 3824.502197
	Iteration 28Q: 3 clusters Score -1.650076e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127180 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -16500809.000000 Penalty: 3824.502197
	Iteration 29Q: 3 clusters Score -1.650081e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127840 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -16500911.000000 Penalty: 3824.502197
	Iteration 30Q: 3 clusters Score -1.650091e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -16500917.000000 Penalty: 3824.502197
	Iteration 31Q: 3 clusters Score -1.650092e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128582 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -16500964.000000 Penalty: 3824.502197
	Iteration 32Q: 3 clusters Score -1.650096e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128708 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -16501018.000000 Penalty: 3824.502197
	Iteration 33Q: 3 clusters Score -1.650102e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128762 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16501032.000000 Penalty: 3824.502197
	Iteration 34Q: 3 clusters Score -1.650103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128779 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16501021.000000 Penalty: 3824.502197
	Iteration 35Q: 3 clusters Score -1.650102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128791 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16501029.000000 Penalty: 3824.502197
	Iteration 36Q: 3 clusters Score -1.650103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128797 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16501029.000000 Penalty: 3824.502197
	Iteration 37Q: 3 clusters Score -1.650103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128800 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16501039.000000 Penalty: 3824.502197
	Iteration 38Q: 3 clusters Score -1.650104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128805 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16501042.000000 Penalty: 3824.502197
	Iteration 39Q: 3 clusters Score -1.650104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128810 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16501066.000000 Penalty: 3824.502197
	Iteration 40F: 3 clusters Score -1.650107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128815 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16501067.000000 Penalty: 3824.502197
	Iteration 41Q: 3 clusters Score -1.650107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128817 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16501074.000000 Penalty: 3824.502197
	Iteration 42Q: 3 clusters Score -1.650107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128820 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16501067.000000 Penalty: 3824.502197
	Iteration 43Q: 3 clusters Score -1.650107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128820 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16501074.000000 Penalty: 3824.502197
	Iteration 44Q: 3 clusters Score -1.650107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128821 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16501075.000000 Penalty: 3824.502197
	Iteration 45Q: 3 clusters Score -1.650108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128822 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16501075.000000 Penalty: 3824.502197
	Iteration 46Q: 3 clusters Score -1.650108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128823 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16501072.000000 Penalty: 3824.502197
	Iteration 47Q: 3 clusters Score -1.650107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128823 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16501072.000000 Penalty: 3824.502197
	Iteration 48F: 3 clusters Score -1.650107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Entering Unmasked Estep 
Score: -2341166.500000 Penalty: 1594.997070
	Iteration 0F: 2 clusters Score -2341166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2328627.750000 Penalty: 3189.994141
	Iteration 0F: 3 clusters Score -2328628 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2333061.750000 Penalty: 3189.994141
	Iteration 1F: 3 clusters Score -2333062 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2333356.000000 Penalty: 3189.994141
	Iteration 2Q: 3 clusters Score -2333356 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2333648.500000 Penalty: 3189.994141
	Iteration 3Q: 3 clusters Score -2333648 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2333949.500000 Penalty: 3189.994141
	Iteration 4Q: 3 clusters Score -2333950 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2334352.500000 Penalty: 3189.994141
	Iteration 5Q: 3 clusters Score -2334352 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2334909.500000 Penalty: 3189.994141
	Iteration 6F: 3 clusters Score -2334910 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2335694.500000 Penalty: 3189.994141
	Iteration 7F: 3 clusters Score -2335694 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2336624.500000 Penalty: 3189.994141
	Iteration 8F: 3 clusters Score -2336624 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2337528.250000 Penalty: 3189.994141
	Iteration 9F: 3 clusters Score -2337528 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2338366.000000 Penalty: 3189.994141
	Iteration 10Q: 3 clusters Score -2338366 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2338959.750000 Penalty: 3189.994141
	Iteration 11Q: 3 clusters Score -2338960 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2339300.000000 Penalty: 3189.994141
	Iteration 12Q: 3 clusters Score -2339300 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2339473.500000 Penalty: 3189.994141
	Iteration 13Q: 3 clusters Score -2339474 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2339596.500000 Penalty: 3189.994141
	Iteration 14Q: 3 clusters Score -2339596 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2339674.250000 Penalty: 3189.994141
	Iteration 15Q: 3 clusters Score -2339674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2339708.250000 Penalty: 3189.994141
	Iteration 16Q: 3 clusters Score -2339708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2339728.250000 Penalty: 3189.994141
	Iteration 17Q: 3 clusters Score -2339728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2339742.250000 Penalty: 3189.994141
	Iteration 18Q: 3 clusters Score -2339742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2339747.500000 Penalty: 3189.994141
	Iteration 19Q: 3 clusters Score -2339748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2339751.500000 Penalty: 3189.994141
	Iteration 20F: 3 clusters Score -2339752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2339758.750000 Penalty: 3189.994141
	Iteration 21Q: 3 clusters Score -2339759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2339761.250000 Penalty: 3189.994141
	Iteration 22Q: 3 clusters Score -2339761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2339768.250000 Penalty: 3189.994141
	Iteration 23Q: 3 clusters Score -2339768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2339771.250000 Penalty: 3189.994141
	Iteration 24Q: 3 clusters Score -2339771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2339772.000000 Penalty: 3189.994141
	Iteration 25Q: 3 clusters Score -2339772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2339776.250000 Penalty: 3189.994141
	Iteration 26Q: 3 clusters Score -2339776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2339779.500000 Penalty: 3189.994141
	Iteration 27Q: 3 clusters Score -2339780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2339779.250000 Penalty: 3189.994141
	Iteration 28Q: 3 clusters Score -2339779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2339784.750000 Penalty: 3189.994141
	Iteration 29Q: 3 clusters Score -2339785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2339783.000000 Penalty: 3189.994141
	Iteration 30Q: 3 clusters Score -2339783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2339783.000000 Penalty: 3189.994141
	Iteration 31F: 3 clusters Score -2339783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Entering Unmasked Estep 
Score: -967325.187500 Penalty: 1453.107422
	Iteration 0F: 2 clusters Score -967325.2 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 3789 members 
Entering Unmasked Estep 
Score: -961691.312500 Penalty: 2906.214844
	Iteration 0F: 3 clusters Score -961691.3 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -963663.312500 Penalty: 2906.214844
	Iteration 1F: 3 clusters Score -963663.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -964077.062500 Penalty: 2906.214844
	Iteration 2F: 3 clusters Score -964077.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -964538.812500 Penalty: 2906.214844
	Iteration 3F: 3 clusters Score -964538.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -965019.875000 Penalty: 2906.214844
	Iteration 4F: 3 clusters Score -965019.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -965436.687500 Penalty: 2906.214844
	Iteration 5F: 3 clusters Score -965436.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -965744.687500 Penalty: 2906.214844
	Iteration 6F: 3 clusters Score -965744.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -965943.687500 Penalty: 2906.214844
	Iteration 7Q: 3 clusters Score -965943.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -966069.937500 Penalty: 2906.214844
	Iteration 8Q: 3 clusters Score -966069.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -966160.500000 Penalty: 2906.214844
	Iteration 9Q: 3 clusters Score -966160.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -966232.937500 Penalty: 2906.214844
	Iteration 10Q: 3 clusters Score -966232.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -966304.000000 Penalty: 2906.214844
	Iteration 11Q: 3 clusters Score -966304 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -966356.187500 Penalty: 2906.214844
	Iteration 12Q: 3 clusters Score -966356.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -966408.000000 Penalty: 2906.214844
	Iteration 13Q: 3 clusters Score -966408 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -966466.625000 Penalty: 2906.214844
	Iteration 14Q: 3 clusters Score -966466.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -966512.562500 Penalty: 2906.214844
	Iteration 15Q: 3 clusters Score -966512.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -966546.812500 Penalty: 2906.214844
	Iteration 16Q: 3 clusters Score -966546.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -966573.312500 Penalty: 2906.214844
	Iteration 17Q: 3 clusters Score -966573.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -966597.812500 Penalty: 2906.214844
	Iteration 18Q: 3 clusters Score -966597.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -966616.375000 Penalty: 2906.214844
	Iteration 19Q: 3 clusters Score -966616.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -966637.562500 Penalty: 2906.214844
	Iteration 20F: 3 clusters Score -966637.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -966651.375000 Penalty: 2906.214844
	Iteration 21Q: 3 clusters Score -966651.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -966655.437500 Penalty: 2906.214844
	Iteration 22Q: 3 clusters Score -966655.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -966660.312500 Penalty: 2906.214844
	Iteration 23Q: 3 clusters Score -966660.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -966664.812500 Penalty: 2906.214844
	Iteration 24Q: 3 clusters Score -966664.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -966667.562500 Penalty: 2906.214844
	Iteration 25Q: 3 clusters Score -966667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -966669.437500 Penalty: 2906.214844
	Iteration 26Q: 3 clusters Score -966669.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -966670.625000 Penalty: 2906.214844
	Iteration 27Q: 3 clusters Score -966670.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -966674.750000 Penalty: 2906.214844
	Iteration 28Q: 3 clusters Score -966674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -966676.062500 Penalty: 2906.214844
	Iteration 29Q: 3 clusters Score -966676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -966674.187500 Penalty: 2906.214844
	Iteration 30Q: 3 clusters Score -966674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -966674.187500 Penalty: 2906.214844
	Iteration 31F: 3 clusters Score -966674.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (95243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95243 members 
Entering Unmasked Estep 
Score: -12115469.000000 Penalty: 1862.930298
	Iteration 0F: 2 clusters Score -1.211547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -12053224.000000 Penalty: 3725.860596
	Iteration 0F: 3 clusters Score -1.205322e+07 nChanged 45434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -12079672.000000 Penalty: 3725.860596
	Iteration 1F: 3 clusters Score -1.207967e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -12080441.000000 Penalty: 3725.860596
	Iteration 2Q: 3 clusters Score -1.208044e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -12081646.000000 Penalty: 3725.860596
	Iteration 3Q: 3 clusters Score -1.208165e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -12083247.000000 Penalty: 3725.860596
	Iteration 4Q: 3 clusters Score -1.208325e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -12085785.000000 Penalty: 3725.860596
	Iteration 5F: 3 clusters Score -1.208578e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -12089955.000000 Penalty: 3725.860596
	Iteration 6F: 3 clusters Score -1.208996e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -12095839.000000 Penalty: 3725.860596
	Iteration 7F: 3 clusters Score -1.209584e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -12101873.000000 Penalty: 3725.860596
	Iteration 8F: 3 clusters Score -1.210187e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 83301 members 
Entering Unmasked Estep 
Score: -12106440.000000 Penalty: 3725.860596
	Iteration 9F: 3 clusters Score -1.210644e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -12109464.000000 Penalty: 3725.860596
	Iteration 10Q: 3 clusters Score -1.210946e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -12111327.000000 Penalty: 3725.860596
	Iteration 11Q: 3 clusters Score -1.211133e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 90075 members 
Entering Unmasked Estep 
Score: -12112451.000000 Penalty: 3725.860596
	Iteration 12Q: 3 clusters Score -1.211245e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 90905 members 
Entering Unmasked Estep 
Score: -12113213.000000 Penalty: 3725.860596
	Iteration 13Q: 3 clusters Score -1.211321e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -12113578.000000 Penalty: 3725.860596
	Iteration 14Q: 3 clusters Score -1.211358e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 91886 members 
Entering Unmasked Estep 
Score: -12113875.000000 Penalty: 3725.860596
	Iteration 15Q: 3 clusters Score -1.211388e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 92177 members 
Entering Unmasked Estep 
Score: -12114084.000000 Penalty: 3725.860596
	Iteration 16Q: 3 clusters Score -1.211408e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -12114211.000000 Penalty: 3725.860596
	Iteration 17Q: 3 clusters Score -1.211421e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 92524 members 
Entering Unmasked Estep 
Score: -12114245.000000 Penalty: 3725.860596
	Iteration 18Q: 3 clusters Score -1.211424e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
Score: -12114300.000000 Penalty: 3725.860596
	Iteration 19Q: 3 clusters Score -1.21143e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 92720 members 
Entering Unmasked Estep 
Score: -12114342.000000 Penalty: 3725.860596
	Iteration 20F: 3 clusters Score -1.211434e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 92782 members 
Entering Unmasked Estep 
Score: -12114368.000000 Penalty: 3725.860596
	Iteration 21Q: 3 clusters Score -1.211437e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 92832 members 
Entering Unmasked Estep 
Score: -12114379.000000 Penalty: 3725.860596
	Iteration 22Q: 3 clusters Score -1.211438e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 92875 members 
Entering Unmasked Estep 
Score: -12114387.000000 Penalty: 3725.860596
	Iteration 23Q: 3 clusters Score -1.211439e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 92905 members 
Entering Unmasked Estep 
Score: -12114386.000000 Penalty: 3725.860596
	Iteration 24Q: 3 clusters Score -1.211439e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 92928 members 
Entering Unmasked Estep 
Score: -12114380.000000 Penalty: 3725.860596
	Iteration 25Q: 3 clusters Score -1.211438e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 92952 members 
Entering Unmasked Estep 
Score: -12114378.000000 Penalty: 3725.860596
	Iteration 26Q: 3 clusters Score -1.211438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 92966 members 
Entering Unmasked Estep 
Score: -12114376.000000 Penalty: 3725.860596
	Iteration 27Q: 3 clusters Score -1.211438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 92978 members 
Entering Unmasked Estep 
Score: -12114383.000000 Penalty: 3725.860596
	Iteration 28Q: 3 clusters Score -1.211438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 92988 members 
Entering Unmasked Estep 
Score: -12114388.000000 Penalty: 3725.860596
	Iteration 29Q: 3 clusters Score -1.211439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
Score: -12114383.000000 Penalty: 3725.860596
	Iteration 30Q: 3 clusters Score -1.211438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
Score: -12114385.000000 Penalty: 3725.860596
	Iteration 31Q: 3 clusters Score -1.211438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 93020 members 
Entering Unmasked Estep 
Score: -12114383.000000 Penalty: 3725.860596
	Iteration 32Q: 3 clusters Score -1.211438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 93036 members 
Entering Unmasked Estep 
Score: -12114396.000000 Penalty: 3725.860596
	Iteration 33Q: 3 clusters Score -1.21144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -12114392.000000 Penalty: 3725.860596
	Iteration 34Q: 3 clusters Score -1.211439e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 93068 members 
Entering Unmasked Estep 
Score: -12114394.000000 Penalty: 3725.860596
	Iteration 35Q: 3 clusters Score -1.211439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -12114389.000000 Penalty: 3725.860596
	Iteration 36Q: 3 clusters Score -1.211439e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -12114384.000000 Penalty: 3725.860596
	Iteration 37Q: 3 clusters Score -1.211438e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 93121 members 
Entering Unmasked Estep 
Score: -12114399.000000 Penalty: 3725.860596
	Iteration 38Q: 3 clusters Score -1.21144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 93133 members 
Entering Unmasked Estep 
Score: -12114395.000000 Penalty: 3725.860596
	Iteration 39Q: 3 clusters Score -1.21144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 93143 members 
Entering Unmasked Estep 
Score: -12114400.000000 Penalty: 3725.860596
	Iteration 40F: 3 clusters Score -1.21144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 93155 members 
Entering Unmasked Estep 
Score: -12114405.000000 Penalty: 3725.860596
	Iteration 41Q: 3 clusters Score -1.21144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 93168 members 
Entering Unmasked Estep 
Score: -12114401.000000 Penalty: 3725.860596
	Iteration 42Q: 3 clusters Score -1.21144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 93173 members 
Entering Unmasked Estep 
Score: -12114412.000000 Penalty: 3725.860596
	Iteration 43Q: 3 clusters Score -1.211441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 93177 members 
Entering Unmasked Estep 
Score: -12114406.000000 Penalty: 3725.860596
	Iteration 44Q: 3 clusters Score -1.211441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 93181 members 
Entering Unmasked Estep 
Score: -12114410.000000 Penalty: 3725.860596
	Iteration 45Q: 3 clusters Score -1.211441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 93185 members 
Entering Unmasked Estep 
Score: -12114408.000000 Penalty: 3725.860596
	Iteration 46Q: 3 clusters Score -1.211441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 93185 members 
Entering Unmasked Estep 
Score: -12114407.000000 Penalty: 3725.860596
	Iteration 47Q: 3 clusters Score -1.211441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 93187 members 
Entering Unmasked Estep 
Score: -12114404.000000 Penalty: 3725.860596
	Iteration 48Q: 3 clusters Score -1.21144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 93190 members 
Entering Unmasked Estep 
Score: -12114415.000000 Penalty: 3725.860596
	Iteration 49Q: 3 clusters Score -1.211442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 93194 members 
Entering Unmasked Estep 
Score: -12114407.000000 Penalty: 3725.860596
	Iteration 50Q: 3 clusters Score -1.211441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 93198 members 
Entering Unmasked Estep 
Score: -12114411.000000 Penalty: 3725.860596
	Iteration 51Q: 3 clusters Score -1.211441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -12114413.000000 Penalty: 3725.860596
	Iteration 52Q: 3 clusters Score -1.211441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -12114412.000000 Penalty: 3725.860596
	Iteration 53Q: 3 clusters Score -1.211441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 93206 members 
Entering Unmasked Estep 
Score: -12114402.000000 Penalty: 3725.860596
	Iteration 54Q: 3 clusters Score -1.21144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 93207 members 
Entering Unmasked Estep 
Score: -12114417.000000 Penalty: 3725.860596
	Iteration 55Q: 3 clusters Score -1.211442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 93208 members 
Entering Unmasked Estep 
Score: -12114414.000000 Penalty: 3725.860596
	Iteration 56Q: 3 clusters Score -1.211441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 93208 members 
Entering Unmasked Estep 
Score: -12114414.000000 Penalty: 3725.860596
	Iteration 57F: 3 clusters Score -1.211441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Entering Unmasked Estep 
Score: -997889.812500 Penalty: 1464.412231
	Iteration 0F: 2 clusters Score -997889.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -991791.000000 Penalty: 2928.824463
	Iteration 0F: 3 clusters Score -991791 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -993826.500000 Penalty: 2928.824463
	Iteration 1F: 3 clusters Score -993826.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -994221.375000 Penalty: 2928.824463
	Iteration 2F: 3 clusters Score -994221.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -994644.062500 Penalty: 2928.824463
	Iteration 3F: 3 clusters Score -994644.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -995130.125000 Penalty: 2928.824463
	Iteration 4F: 3 clusters Score -995130.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -995608.000000 Penalty: 2928.824463
	Iteration 5F: 3 clusters Score -995608 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -996064.687500 Penalty: 2928.824463
	Iteration 6F: 3 clusters Score -996064.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -996460.687500 Penalty: 2928.824463
	Iteration 7F: 3 clusters Score -996460.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -996749.437500 Penalty: 2928.824463
	Iteration 8Q: 3 clusters Score -996749.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -996979.500000 Penalty: 2928.824463
	Iteration 9Q: 3 clusters Score -996979.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -997119.625000 Penalty: 2928.824463
	Iteration 10Q: 3 clusters Score -997119.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -997209.937500 Penalty: 2928.824463
	Iteration 11Q: 3 clusters Score -997209.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -997270.562500 Penalty: 2928.824463
	Iteration 12Q: 3 clusters Score -997270.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -997305.937500 Penalty: 2928.824463
	Iteration 13Q: 3 clusters Score -997305.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -997325.562500 Penalty: 2928.824463
	Iteration 14Q: 3 clusters Score -997325.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -997333.312500 Penalty: 2928.824463
	Iteration 15Q: 3 clusters Score -997333.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -997342.062500 Penalty: 2928.824463
	Iteration 16Q: 3 clusters Score -997342.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -997347.687500 Penalty: 2928.824463
	Iteration 17Q: 3 clusters Score -997347.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -997350.875000 Penalty: 2928.824463
	Iteration 18Q: 3 clusters Score -997350.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -997352.250000 Penalty: 2928.824463
	Iteration 19Q: 3 clusters Score -997352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -997352.562500 Penalty: 2928.824463
	Iteration 20F: 3 clusters Score -997352.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -997351.562500 Penalty: 2928.824463
	Iteration 21Q: 3 clusters Score -997351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -997354.812500 Penalty: 2928.824463
	Iteration 22Q: 3 clusters Score -997354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -997354.812500 Penalty: 2928.824463
	Iteration 23F: 3 clusters Score -997354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -466382.687500 Penalty: 1357.940186
	Iteration 0F: 2 clusters Score -466382.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -462970.250000 Penalty: 2715.880371
	Iteration 0F: 3 clusters Score -462970.2 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -464094.375000 Penalty: 2715.880371
	Iteration 1F: 3 clusters Score -464094.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -464441.937500 Penalty: 2715.880371
	Iteration 2F: 3 clusters Score -464441.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -464667.406250 Penalty: 2715.880371
	Iteration 3F: 3 clusters Score -464667.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -464866.000000 Penalty: 2715.880371
	Iteration 4F: 3 clusters Score -464866 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -465022.468750 Penalty: 2715.880371
	Iteration 5Q: 3 clusters Score -465022.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -465153.218750 Penalty: 2715.880371
	Iteration 6Q: 3 clusters Score -465153.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -465274.468750 Penalty: 2715.880371
	Iteration 7Q: 3 clusters Score -465274.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -465396.000000 Penalty: 2715.880371
	Iteration 8Q: 3 clusters Score -465396 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -465509.875000 Penalty: 2715.880371
	Iteration 9Q: 3 clusters Score -465509.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -465596.406250 Penalty: 2715.880371
	Iteration 10Q: 3 clusters Score -465596.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -465659.906250 Penalty: 2715.880371
	Iteration 11Q: 3 clusters Score -465659.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -465704.500000 Penalty: 2715.880371
	Iteration 12Q: 3 clusters Score -465704.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -465745.906250 Penalty: 2715.880371
	Iteration 13Q: 3 clusters Score -465745.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -465772.781250 Penalty: 2715.880371
	Iteration 14Q: 3 clusters Score -465772.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -465795.625000 Penalty: 2715.880371
	Iteration 15Q: 3 clusters Score -465795.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -465813.562500 Penalty: 2715.880371
	Iteration 16Q: 3 clusters Score -465813.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -465834.062500 Penalty: 2715.880371
	Iteration 17Q: 3 clusters Score -465834.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -465854.968750 Penalty: 2715.880371
	Iteration 18Q: 3 clusters Score -465855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -465873.593750 Penalty: 2715.880371
	Iteration 19Q: 3 clusters Score -465873.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -465885.468750 Penalty: 2715.880371
	Iteration 20F: 3 clusters Score -465885.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -465893.500000 Penalty: 2715.880371
	Iteration 21Q: 3 clusters Score -465893.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -465899.562500 Penalty: 2715.880371
	Iteration 22Q: 3 clusters Score -465899.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -465903.750000 Penalty: 2715.880371
	Iteration 23Q: 3 clusters Score -465903.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -465907.500000 Penalty: 2715.880371
	Iteration 24Q: 3 clusters Score -465907.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -465912.625000 Penalty: 2715.880371
	Iteration 25Q: 3 clusters Score -465912.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -465916.843750 Penalty: 2715.880371
	Iteration 26Q: 3 clusters Score -465916.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -465918.843750 Penalty: 2715.880371
	Iteration 27Q: 3 clusters Score -465918.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -465921.750000 Penalty: 2715.880371
	Iteration 28Q: 3 clusters Score -465921.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -465922.656250 Penalty: 2715.880371
	Iteration 29Q: 3 clusters Score -465922.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -465922.656250 Penalty: 2715.880371
	Iteration 30Q: 3 clusters Score -465922.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -465923.625000 Penalty: 2715.880371
	Iteration 31Q: 3 clusters Score -465923.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -465924.718750 Penalty: 2715.880371
	Iteration 32Q: 3 clusters Score -465924.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -465925.718750 Penalty: 2715.880371
	Iteration 33Q: 3 clusters Score -465925.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -465926.218750 Penalty: 2715.880371
	Iteration 34Q: 3 clusters Score -465926.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -465928.218750 Penalty: 2715.880371
	Iteration 35Q: 3 clusters Score -465928.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -465928.343750 Penalty: 2715.880371
	Iteration 36Q: 3 clusters Score -465928.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -465928.343750 Penalty: 2715.880371
	Iteration 37F: 3 clusters Score -465928.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Entering Unmasked Estep 
Score: -486174.125000 Penalty: 1342.414185
	Iteration 0F: 2 clusters Score -486174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -482892.437500 Penalty: 2684.828369
	Iteration 0F: 3 clusters Score -482892.4 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -483769.156250 Penalty: 2684.828369
	Iteration 1F: 3 clusters Score -483769.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -483971.000000 Penalty: 2684.828369
	Iteration 2F: 3 clusters Score -483971 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -484146.125000 Penalty: 2684.828369
	Iteration 3F: 3 clusters Score -484146.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -484331.500000 Penalty: 2684.828369
	Iteration 4F: 3 clusters Score -484331.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -484519.750000 Penalty: 2684.828369
	Iteration 5F: 3 clusters Score -484519.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -484705.625000 Penalty: 2684.828369
	Iteration 6F: 3 clusters Score -484705.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -484907.968750 Penalty: 2684.828369
	Iteration 7F: 3 clusters Score -484908 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -485052.625000 Penalty: 2684.828369
	Iteration 8Q: 3 clusters Score -485052.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -485147.250000 Penalty: 2684.828369
	Iteration 9Q: 3 clusters Score -485147.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -485218.593750 Penalty: 2684.828369
	Iteration 10Q: 3 clusters Score -485218.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -485254.093750 Penalty: 2684.828369
	Iteration 11Q: 3 clusters Score -485254.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -485270.312500 Penalty: 2684.828369
	Iteration 12Q: 3 clusters Score -485270.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -485277.750000 Penalty: 2684.828369
	Iteration 13Q: 3 clusters Score -485277.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -485281.031250 Penalty: 2684.828369
	Iteration 14Q: 3 clusters Score -485281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -485282.625000 Penalty: 2684.828369
	Iteration 15Q: 3 clusters Score -485282.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -485284.125000 Penalty: 2684.828369
	Iteration 16Q: 3 clusters Score -485284.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -485285.500000 Penalty: 2684.828369
	Iteration 17Q: 3 clusters Score -485285.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -485286.437500 Penalty: 2684.828369
	Iteration 18Q: 3 clusters Score -485286.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -485286.531250 Penalty: 2684.828369
	Iteration 19Q: 3 clusters Score -485286.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -485286.531250 Penalty: 2684.828369
	Iteration 20F: 3 clusters Score -485286.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80896 members 
Entering Unmasked Estep 
Score: -9572843.000000 Penalty: 1836.399414
	Iteration 0F: 2 clusters Score -9572843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -9518560.000000 Penalty: 3672.798828
	Iteration 0F: 3 clusters Score -9518560 nChanged 38639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -9542184.000000 Penalty: 3672.798828
	Iteration 1F: 3 clusters Score -9542184 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -9544596.000000 Penalty: 3672.798828
	Iteration 2F: 3 clusters Score -9544596 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -9548118.000000 Penalty: 3672.798828
	Iteration 3F: 3 clusters Score -9548118 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -9552332.000000 Penalty: 3672.798828
	Iteration 4F: 3 clusters Score -9552332 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -9556538.000000 Penalty: 3672.798828
	Iteration 5F: 3 clusters Score -9556538 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -9559764.000000 Penalty: 3672.798828
	Iteration 6F: 3 clusters Score -9559764 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -9561712.000000 Penalty: 3672.798828
	Iteration 7Q: 3 clusters Score -9561712 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -9562748.000000 Penalty: 3672.798828
	Iteration 8Q: 3 clusters Score -9562748 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -9563382.000000 Penalty: 3672.798828
	Iteration 9Q: 3 clusters Score -9563382 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -9563765.000000 Penalty: 3672.798828
	Iteration 10Q: 3 clusters Score -9563765 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -9564092.000000 Penalty: 3672.798828
	Iteration 11Q: 3 clusters Score -9564092 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -9564429.000000 Penalty: 3672.798828
	Iteration 12Q: 3 clusters Score -9564429 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -9564738.000000 Penalty: 3672.798828
	Iteration 13Q: 3 clusters Score -9564738 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -9565009.000000 Penalty: 3672.798828
	Iteration 14Q: 3 clusters Score -9565009 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -9565213.000000 Penalty: 3672.798828
	Iteration 15Q: 3 clusters Score -9565213 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -9565456.000000 Penalty: 3672.798828
	Iteration 16Q: 3 clusters Score -9565456 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -9565629.000000 Penalty: 3672.798828
	Iteration 17Q: 3 clusters Score -9565629 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 56539 members 
Entering Unmasked Estep 
Score: -9565828.000000 Penalty: 3672.798828
	Iteration 18Q: 3 clusters Score -9565828 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -9566002.000000 Penalty: 3672.798828
	Iteration 19Q: 3 clusters Score -9566002 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -9566206.000000 Penalty: 3672.798828
	Iteration 20F: 3 clusters Score -9566206 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -9566395.000000 Penalty: 3672.798828
	Iteration 21Q: 3 clusters Score -9566395 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -9566558.000000 Penalty: 3672.798828
	Iteration 22Q: 3 clusters Score -9566558 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -9566701.000000 Penalty: 3672.798828
	Iteration 23Q: 3 clusters Score -9566701 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -9566904.000000 Penalty: 3672.798828
	Iteration 24Q: 3 clusters Score -9566904 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -9567091.000000 Penalty: 3672.798828
	Iteration 25Q: 3 clusters Score -9567091 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -9567298.000000 Penalty: 3672.798828
	Iteration 26Q: 3 clusters Score -9567298 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -9567532.000000 Penalty: 3672.798828
	Iteration 27Q: 3 clusters Score -9567532 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -9567746.000000 Penalty: 3672.798828
	Iteration 28Q: 3 clusters Score -9567746 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -9568072.000000 Penalty: 3672.798828
	Iteration 29Q: 3 clusters Score -9568072 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -9568349.000000 Penalty: 3672.798828
	Iteration 30Q: 3 clusters Score -9568349 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -9568626.000000 Penalty: 3672.798828
	Iteration 31Q: 3 clusters Score -9568626 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 68796 members 
Entering Unmasked Estep 
Score: -9568915.000000 Penalty: 3672.798828
	Iteration 32Q: 3 clusters Score -9568915 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -9569208.000000 Penalty: 3672.798828
	Iteration 33Q: 3 clusters Score -9569208 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -9569476.000000 Penalty: 3672.798828
	Iteration 34Q: 3 clusters Score -9569476 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
Score: -9569801.000000 Penalty: 3672.798828
	Iteration 35Q: 3 clusters Score -9569801 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 72359 members 
Entering Unmasked Estep 
Score: -9570102.000000 Penalty: 3672.798828
	Iteration 36Q: 3 clusters Score -9570102 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -9570392.000000 Penalty: 3672.798828
	Iteration 37Q: 3 clusters Score -9570392 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
Score: -9570654.000000 Penalty: 3672.798828
	Iteration 38Q: 3 clusters Score -9570654 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 74538 members 
Entering Unmasked Estep 
Score: -9570914.000000 Penalty: 3672.798828
	Iteration 39Q: 3 clusters Score -9570914 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 75117 members 
Entering Unmasked Estep 
Score: -9571134.000000 Penalty: 3672.798828
	Iteration 40F: 3 clusters Score -9571134 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -9571282.000000 Penalty: 3672.798828
	Iteration 41Q: 3 clusters Score -9571282 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 76032 members 
Entering Unmasked Estep 
Score: -9571434.000000 Penalty: 3672.798828
	Iteration 42Q: 3 clusters Score -9571434 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 76375 members 
Entering Unmasked Estep 
Score: -9571543.000000 Penalty: 3672.798828
	Iteration 43Q: 3 clusters Score -9571543 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 76663 members 
Entering Unmasked Estep 
Score: -9571617.000000 Penalty: 3672.798828
	Iteration 44Q: 3 clusters Score -9571617 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
Score: -9571681.000000 Penalty: 3672.798828
	Iteration 45Q: 3 clusters Score -9571681 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -9571733.000000 Penalty: 3672.798828
	Iteration 46Q: 3 clusters Score -9571733 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
Score: -9571775.000000 Penalty: 3672.798828
	Iteration 47Q: 3 clusters Score -9571775 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -9571831.000000 Penalty: 3672.798828
	Iteration 48Q: 3 clusters Score -9571831 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 77663 members 
Entering Unmasked Estep 
Score: -9571868.000000 Penalty: 3672.798828
	Iteration 49Q: 3 clusters Score -9571868 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 77781 members 
Entering Unmasked Estep 
Score: -9571940.000000 Penalty: 3672.798828
	Iteration 50Q: 3 clusters Score -9571940 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 77886 members 
Entering Unmasked Estep 
Score: -9571953.000000 Penalty: 3672.798828
	Iteration 51Q: 3 clusters Score -9571953 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 77981 members 
Entering Unmasked Estep 
Score: -9571970.000000 Penalty: 3672.798828
	Iteration 52Q: 3 clusters Score -9571970 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -9571987.000000 Penalty: 3672.798828
	Iteration 53Q: 3 clusters Score -9571987 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
Score: -9572018.000000 Penalty: 3672.798828
	Iteration 54Q: 3 clusters Score -9572018 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -9572020.000000 Penalty: 3672.798828
	Iteration 55Q: 3 clusters Score -9572020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -9572034.000000 Penalty: 3672.798828
	Iteration 56Q: 3 clusters Score -9572034 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -9572030.000000 Penalty: 3672.798828
	Iteration 57Q: 3 clusters Score -9572030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 78338 members 
Entering Unmasked Estep 
Score: -9572050.000000 Penalty: 3672.798828
	Iteration 58Q: 3 clusters Score -9572050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -9572080.000000 Penalty: 3672.798828
	Iteration 59Q: 3 clusters Score -9572080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 78421 members 
Entering Unmasked Estep 
Score: -9572077.000000 Penalty: 3672.798828
	Iteration 60F: 3 clusters Score -9572077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 78452 members 
Entering Unmasked Estep 
Score: -9572093.000000 Penalty: 3672.798828
	Iteration 61Q: 3 clusters Score -9572093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
Score: -9572084.000000 Penalty: 3672.798828
	Iteration 62Q: 3 clusters Score -9572084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 78497 members 
Entering Unmasked Estep 
Score: -9572080.000000 Penalty: 3672.798828
	Iteration 63Q: 3 clusters Score -9572080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -9572080.000000 Penalty: 3672.798828
	Iteration 64Q: 3 clusters Score -9572080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -9572087.000000 Penalty: 3672.798828
	Iteration 65Q: 3 clusters Score -9572087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -9572077.000000 Penalty: 3672.798828
	Iteration 66Q: 3 clusters Score -9572077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -9572085.000000 Penalty: 3672.798828
	Iteration 67Q: 3 clusters Score -9572085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -9572096.000000 Penalty: 3672.798828
	Iteration 68Q: 3 clusters Score -9572096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -9572099.000000 Penalty: 3672.798828
	Iteration 69Q: 3 clusters Score -9572099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -9572116.000000 Penalty: 3672.798828
	Iteration 70Q: 3 clusters Score -9572116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -9572117.000000 Penalty: 3672.798828
	Iteration 71Q: 3 clusters Score -9572117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -9572108.000000 Penalty: 3672.798828
	Iteration 72Q: 3 clusters Score -9572108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 78578 members 
Entering Unmasked Estep 
Score: -9572118.000000 Penalty: 3672.798828
	Iteration 73Q: 3 clusters Score -9572118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 78583 members 
Entering Unmasked Estep 
Score: -9572116.000000 Penalty: 3672.798828
	Iteration 74Q: 3 clusters Score -9572116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 78585 members 
Entering Unmasked Estep 
Score: -9572113.000000 Penalty: 3672.798828
	Iteration 75Q: 3 clusters Score -9572113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 78586 members 
Entering Unmasked Estep 
Score: -9572115.000000 Penalty: 3672.798828
	Iteration 76Q: 3 clusters Score -9572115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -9572111.000000 Penalty: 3672.798828
	Iteration 77Q: 3 clusters Score -9572111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -9572117.000000 Penalty: 3672.798828
	Iteration 78Q: 3 clusters Score -9572117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -9572118.000000 Penalty: 3672.798828
	Iteration 79Q: 3 clusters Score -9572118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 78596 members 
Entering Unmasked Estep 
Score: -9572123.000000 Penalty: 3672.798828
	Iteration 80F: 3 clusters Score -9572123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -9572125.000000 Penalty: 3672.798828
	Iteration 81Q: 3 clusters Score -9572125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -9572123.000000 Penalty: 3672.798828
	Iteration 82Q: 3 clusters Score -9572123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -9572124.000000 Penalty: 3672.798828
	Iteration 83Q: 3 clusters Score -9572124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -9572122.000000 Penalty: 3672.798828
	Iteration 84Q: 3 clusters Score -9572122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -9572121.000000 Penalty: 3672.798828
	Iteration 85Q: 3 clusters Score -9572121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 78614 members 
Entering Unmasked Estep 
Score: -9572119.000000 Penalty: 3672.798828
	Iteration 86Q: 3 clusters Score -9572119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 78617 members 
Entering Unmasked Estep 
Score: -9572119.000000 Penalty: 3672.798828
	Iteration 87Q: 3 clusters Score -9572119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -9572122.000000 Penalty: 3672.798828
	Iteration 88Q: 3 clusters Score -9572122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
Score: -9572121.000000 Penalty: 3672.798828
	Iteration 89Q: 3 clusters Score -9572121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 78629 members 
Entering Unmasked Estep 
Score: -9572117.000000 Penalty: 3672.798828
	Iteration 90Q: 3 clusters Score -9572117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -9572117.000000 Penalty: 3672.798828
	Iteration 91Q: 3 clusters Score -9572117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 78634 members 
Entering Unmasked Estep 
Score: -9572114.000000 Penalty: 3672.798828
	Iteration 92Q: 3 clusters Score -9572114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -9572117.000000 Penalty: 3672.798828
	Iteration 93Q: 3 clusters Score -9572117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -9572117.000000 Penalty: 3672.798828
	Iteration 94F: 3 clusters Score -9572117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -163742.515625 Penalty: 1170.674194
	Iteration 0F: 2 clusters Score -163742.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -162051.765625 Penalty: 2341.348389
	Iteration 0F: 3 clusters Score -162051.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -162393.531250 Penalty: 2341.348389
	Iteration 1F: 3 clusters Score -162393.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -162498.968750 Penalty: 2341.348389
	Iteration 2F: 3 clusters Score -162499 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -162553.531250 Penalty: 2341.348389
	Iteration 3Q: 3 clusters Score -162553.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -162581.437500 Penalty: 2341.348389
	Iteration 4Q: 3 clusters Score -162581.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -162603.328125 Penalty: 2341.348389
	Iteration 5Q: 3 clusters Score -162603.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -162618.375000 Penalty: 2341.348389
	Iteration 6Q: 3 clusters Score -162618.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -162626.796875 Penalty: 2341.348389
	Iteration 7Q: 3 clusters Score -162626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -162631.375000 Penalty: 2341.348389
	Iteration 8Q: 3 clusters Score -162631.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -162632.843750 Penalty: 2341.348389
	Iteration 9Q: 3 clusters Score -162632.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -162633.640625 Penalty: 2341.348389
	Iteration 10Q: 3 clusters Score -162633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -162634.953125 Penalty: 2341.348389
	Iteration 11Q: 3 clusters Score -162635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -162635.921875 Penalty: 2341.348389
	Iteration 12Q: 3 clusters Score -162635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -162636.296875 Penalty: 2341.348389
	Iteration 13Q: 3 clusters Score -162636.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -162636.296875 Penalty: 2341.348389
	Iteration 14F: 3 clusters Score -162636.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Entering Unmasked Estep 
Score: -7382181.000000 Penalty: 1782.332153
	Iteration 0F: 2 clusters Score -7382181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -7343437.500000 Penalty: 3564.664307
	Iteration 0F: 3 clusters Score -7343438 nChanged 27435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -7359092.500000 Penalty: 3564.664307
	Iteration 1F: 3 clusters Score -7359092 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -7359941.000000 Penalty: 3564.664307
	Iteration 2Q: 3 clusters Score -7359941 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -7361307.000000 Penalty: 3564.664307
	Iteration 3Q: 3 clusters Score -7361307 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -7363545.500000 Penalty: 3564.664307
	Iteration 4F: 3 clusters Score -7363546 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -7367077.500000 Penalty: 3564.664307
	Iteration 5F: 3 clusters Score -7367078 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -7371341.500000 Penalty: 3564.664307
	Iteration 6F: 3 clusters Score -7371342 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -7375509.500000 Penalty: 3564.664307
	Iteration 7F: 3 clusters Score -7375510 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -7378204.500000 Penalty: 3564.664307
	Iteration 8F: 3 clusters Score -7378204 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -7379337.500000 Penalty: 3564.664307
	Iteration 9Q: 3 clusters Score -7379338 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -7379880.000000 Penalty: 3564.664307
	Iteration 10Q: 3 clusters Score -7379880 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -7380217.500000 Penalty: 3564.664307
	Iteration 11Q: 3 clusters Score -7380218 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -7380432.500000 Penalty: 3564.664307
	Iteration 12Q: 3 clusters Score -7380432 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -7380600.000000 Penalty: 3564.664307
	Iteration 13Q: 3 clusters Score -7380600 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -7380695.000000 Penalty: 3564.664307
	Iteration 14Q: 3 clusters Score -7380695 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -7380792.000000 Penalty: 3564.664307
	Iteration 15Q: 3 clusters Score -7380792 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -7380879.000000 Penalty: 3564.664307
	Iteration 16Q: 3 clusters Score -7380879 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -7380925.500000 Penalty: 3564.664307
	Iteration 17Q: 3 clusters Score -7380926 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -7380962.500000 Penalty: 3564.664307
	Iteration 18Q: 3 clusters Score -7380962 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -7380980.500000 Penalty: 3564.664307
	Iteration 19Q: 3 clusters Score -7380980 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -7380965.000000 Penalty: 3564.664307
	Iteration 20F: 3 clusters Score -7380965 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -7381017.500000 Penalty: 3564.664307
	Iteration 21Q: 3 clusters Score -7381018 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -7381036.000000 Penalty: 3564.664307
	Iteration 22Q: 3 clusters Score -7381036 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -7381081.500000 Penalty: 3564.664307
	Iteration 23Q: 3 clusters Score -7381082 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -7381094.000000 Penalty: 3564.664307
	Iteration 24Q: 3 clusters Score -7381094 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -7381087.500000 Penalty: 3564.664307
	Iteration 25Q: 3 clusters Score -7381088 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -7381103.000000 Penalty: 3564.664307
	Iteration 26Q: 3 clusters Score -7381103 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -7381129.000000 Penalty: 3564.664307
	Iteration 27Q: 3 clusters Score -7381129 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -7381146.500000 Penalty: 3564.664307
	Iteration 28Q: 3 clusters Score -7381146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -7381148.500000 Penalty: 3564.664307
	Iteration 29Q: 3 clusters Score -7381148 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -7381151.500000 Penalty: 3564.664307
	Iteration 30Q: 3 clusters Score -7381152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -7381161.500000 Penalty: 3564.664307
	Iteration 31Q: 3 clusters Score -7381162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -7381166.500000 Penalty: 3564.664307
	Iteration 32Q: 3 clusters Score -7381166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -7381169.000000 Penalty: 3564.664307
	Iteration 33Q: 3 clusters Score -7381169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -7381182.500000 Penalty: 3564.664307
	Iteration 34Q: 3 clusters Score -7381182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -7381183.500000 Penalty: 3564.664307
	Iteration 35Q: 3 clusters Score -7381184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -7381182.500000 Penalty: 3564.664307
	Iteration 36Q: 3 clusters Score -7381182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -7381194.000000 Penalty: 3564.664307
	Iteration 37Q: 3 clusters Score -7381194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -7381194.500000 Penalty: 3564.664307
	Iteration 38Q: 3 clusters Score -7381194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -7381193.000000 Penalty: 3564.664307
	Iteration 39Q: 3 clusters Score -7381193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -7381190.000000 Penalty: 3564.664307
	Iteration 40F: 3 clusters Score -7381190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -7381187.500000 Penalty: 3564.664307
	Iteration 41Q: 3 clusters Score -7381188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -7381202.500000 Penalty: 3564.664307
	Iteration 42Q: 3 clusters Score -7381202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -7381189.000000 Penalty: 3564.664307
	Iteration 43Q: 3 clusters Score -7381189 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -7381196.000000 Penalty: 3564.664307
	Iteration 44Q: 3 clusters Score -7381196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -7381194.500000 Penalty: 3564.664307
	Iteration 45Q: 3 clusters Score -7381194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -7381191.500000 Penalty: 3564.664307
	Iteration 46Q: 3 clusters Score -7381192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -7381190.000000 Penalty: 3564.664307
	Iteration 47Q: 3 clusters Score -7381190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -7381174.500000 Penalty: 3564.664307
	Iteration 48Q: 3 clusters Score -7381174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -7381180.500000 Penalty: 3564.664307
	Iteration 49Q: 3 clusters Score -7381180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -7381182.000000 Penalty: 3564.664307
	Iteration 50Q: 3 clusters Score -7381182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -7381187.500000 Penalty: 3564.664307
	Iteration 51Q: 3 clusters Score -7381188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -7381192.000000 Penalty: 3564.664307
	Iteration 52Q: 3 clusters Score -7381192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -7381197.500000 Penalty: 3564.664307
	Iteration 53Q: 3 clusters Score -7381198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -7381208.000000 Penalty: 3564.664307
	Iteration 54Q: 3 clusters Score -7381208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -7381217.500000 Penalty: 3564.664307
	Iteration 55Q: 3 clusters Score -7381218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -7381215.000000 Penalty: 3564.664307
	Iteration 56Q: 3 clusters Score -7381215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -7381220.000000 Penalty: 3564.664307
	Iteration 57Q: 3 clusters Score -7381220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -7381211.000000 Penalty: 3564.664307
	Iteration 58Q: 3 clusters Score -7381211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -7381223.000000 Penalty: 3564.664307
	Iteration 59Q: 3 clusters Score -7381223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -7381240.500000 Penalty: 3564.664307
	Iteration 60F: 3 clusters Score -7381240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -7381235.000000 Penalty: 3564.664307
	Iteration 61Q: 3 clusters Score -7381235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -7381234.000000 Penalty: 3564.664307
	Iteration 62Q: 3 clusters Score -7381234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -7381251.000000 Penalty: 3564.664307
	Iteration 63Q: 3 clusters Score -7381251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -7381253.000000 Penalty: 3564.664307
	Iteration 64Q: 3 clusters Score -7381253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7381257 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7381258 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7381260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7381272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -7381270.500000 Penalty: 3564.664307
	Iteration 69Q: 3 clusters Score -7381270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -7381267.000000 Penalty: 3564.664307
	Iteration 70Q: 3 clusters Score -7381267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7381259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -7381269.000000 Penalty: 3564.664307
	Iteration 72Q: 3 clusters Score -7381269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -7381276.000000 Penalty: 3564.664307
	Iteration 73Q: 3 clusters Score -7381276 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7381274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -7381280.000000 Penalty: 3564.664307
	Iteration 75Q: 3 clusters Score -7381280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53450 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7381284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -7381293.000000 Penalty: 3564.664307
	Iteration 77Q: 3 clusters Score -7381293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -7381292.500000 Penalty: 3564.664307
	Iteration 78Q: 3 clusters Score -7381292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -7381295.000000 Penalty: 3564.664307
	Iteration 79Q: 3 clusters Score -7381295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -7381283.500000 Penalty: 3564.664307
	Iteration 80F: 3 clusters Score -7381284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -7381287.000000 Penalty: 3564.664307
	Iteration 81Q: 3 clusters Score -7381287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7381289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7381284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -7381302.000000 Penalty: 3564.664307
	Iteration 84Q: 3 clusters Score -7381302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -7381310.000000 Penalty: 3564.664307
	Iteration 85Q: 3 clusters Score -7381310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -7381304.500000 Penalty: 3564.664307
	Iteration 86Q: 3 clusters Score -7381304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -7381301.500000 Penalty: 3564.664307
	Iteration 87Q: 3 clusters Score -7381302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -7381301.500000 Penalty: 3564.664307
	Iteration 88Q: 3 clusters Score -7381302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -7381301.000000 Penalty: 3564.664307
	Iteration 89Q: 3 clusters Score -7381301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -7381299.000000 Penalty: 3564.664307
	Iteration 90Q: 3 clusters Score -7381299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -7381307.500000 Penalty: 3564.664307
	Iteration 91Q: 3 clusters Score -7381308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7381298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -7381304.500000 Penalty: 3564.664307
	Iteration 93Q: 3 clusters Score -7381304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -7381309.500000 Penalty: 3564.664307
	Iteration 94Q: 3 clusters Score -7381310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -7381307.000000 Penalty: 3564.664307
	Iteration 95Q: 3 clusters Score -7381307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -7381314.000000 Penalty: 3564.664307
	Iteration 96Q: 3 clusters Score -7381314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -7381312.000000 Penalty: 3564.664307
	Iteration 97Q: 3 clusters Score -7381312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -7381314.000000 Penalty: 3564.664307
	Iteration 98Q: 3 clusters Score -7381314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -7381316.500000 Penalty: 3564.664307
	Iteration 99Q: 3 clusters Score -7381316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -7381315.500000 Penalty: 3564.664307
	Iteration 100F: 3 clusters Score -7381316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -7381317.000000 Penalty: 3564.664307
	Iteration 101Q: 3 clusters Score -7381317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -7381317.000000 Penalty: 3564.664307
	Iteration 102Q: 3 clusters Score -7381317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -7381318.500000 Penalty: 3564.664307
	Iteration 103Q: 3 clusters Score -7381318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -7381323.500000 Penalty: 3564.664307
	Iteration 104Q: 3 clusters Score -7381324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -7381330.500000 Penalty: 3564.664307
	Iteration 105Q: 3 clusters Score -7381330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -7381337.500000 Penalty: 3564.664307
	Iteration 106Q: 3 clusters Score -7381338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -7381348.000000 Penalty: 3564.664307
	Iteration 107Q: 3 clusters Score -7381348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -7381339.500000 Penalty: 3564.664307
	Iteration 108Q: 3 clusters Score -7381340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -7381337.000000 Penalty: 3564.664307
	Iteration 109Q: 3 clusters Score -7381337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -7381337.000000 Penalty: 3564.664307
	Iteration 110Q: 3 clusters Score -7381337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -7381332.000000 Penalty: 3564.664307
	Iteration 111Q: 3 clusters Score -7381332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -7381325.000000 Penalty: 3564.664307
	Iteration 112Q: 3 clusters Score -7381325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -7381326.500000 Penalty: 3564.664307
	Iteration 113Q: 3 clusters Score -7381326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -7381329.000000 Penalty: 3564.664307
	Iteration 114Q: 3 clusters Score -7381329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -7381331.000000 Penalty: 3564.664307
	Iteration 115Q: 3 clusters Score -7381331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -7381330.500000 Penalty: 3564.664307
	Iteration 116Q: 3 clusters Score -7381330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -7381325.000000 Penalty: 3564.664307
	Iteration 117Q: 3 clusters Score -7381325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -7381327.000000 Penalty: 3564.664307
	Iteration 118Q: 3 clusters Score -7381327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -7381326.000000 Penalty: 3564.664307
	Iteration 119Q: 3 clusters Score -7381326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -7381324.000000 Penalty: 3564.664307
	Iteration 120F: 3 clusters Score -7381324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -7381323.500000 Penalty: 3564.664307
	Iteration 121Q: 3 clusters Score -7381324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -7381329.500000 Penalty: 3564.664307
	Iteration 122Q: 3 clusters Score -7381330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -7381329.000000 Penalty: 3564.664307
	Iteration 123Q: 3 clusters Score -7381329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -7381326.500000 Penalty: 3564.664307
	Iteration 124Q: 3 clusters Score -7381326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -7381329.000000 Penalty: 3564.664307
	Iteration 125Q: 3 clusters Score -7381329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -7381326.000000 Penalty: 3564.664307
	Iteration 126Q: 3 clusters Score -7381326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -7381323.500000 Penalty: 3564.664307
	Iteration 127Q: 3 clusters Score -7381324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -7381315.000000 Penalty: 3564.664307
	Iteration 128Q: 3 clusters Score -7381315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -7381317.500000 Penalty: 3564.664307
	Iteration 129Q: 3 clusters Score -7381318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -7381308.500000 Penalty: 3564.664307
	Iteration 130Q: 3 clusters Score -7381308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -7381321.500000 Penalty: 3564.664307
	Iteration 131Q: 3 clusters Score -7381322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -7381323.500000 Penalty: 3564.664307
	Iteration 132Q: 3 clusters Score -7381324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7381324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7381323 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -7381323.000000 Penalty: 3564.664307
	Iteration 135F: 3 clusters Score -7381323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (119624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119624 members 
Entering Unmasked Estep 
Score: -15258961.000000 Penalty: 1899.967773
	Iteration 0F: 2 clusters Score -1.525896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59699 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1.518098e+07 nChanged 57487
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.521449e+07 nChanged 3838
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.521534e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54665 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -15216719.000000 Penalty: 3799.935547
	Iteration 3Q: 3 clusters Score -1.521672e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -15218863.000000 Penalty: 3799.935547
	Iteration 4Q: 3 clusters Score -1.521886e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 72315 members 
Entering Unmasked Estep 
Score: -15222266.000000 Penalty: 3799.935547
	Iteration 5F: 3 clusters Score -1.522227e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 78024 members 
Entering Unmasked Estep 
Score: -15227149.000000 Penalty: 3799.935547
	Iteration 6F: 3 clusters Score -1.522715e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -15233078.000000 Penalty: 3799.935547
	Iteration 7F: 3 clusters Score -1.523308e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 89202 members 
Entering Unmasked Estep 
Score: -15238935.000000 Penalty: 3799.935547
	Iteration 8F: 3 clusters Score -1.523894e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 92282 members 
Entering Unmasked Estep 
Score: -15242927.000000 Penalty: 3799.935547
	Iteration 9F: 3 clusters Score -1.524293e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 94025 members 
Entering Unmasked Estep 
Score: -15244968.000000 Penalty: 3799.935547
	Iteration 10Q: 3 clusters Score -1.524497e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 95244 members 
Entering Unmasked Estep 
Score: -15245847.000000 Penalty: 3799.935547
	Iteration 11Q: 3 clusters Score -1.524585e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -15246271.000000 Penalty: 3799.935547
	Iteration 12Q: 3 clusters Score -1.524627e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 97486 members 
Entering Unmasked Estep 
Score: -15246774.000000 Penalty: 3799.935547
	Iteration 13Q: 3 clusters Score -1.524677e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
Score: -15247207.000000 Penalty: 3799.935547
	Iteration 14Q: 3 clusters Score -1.524721e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 99572 members 
Entering Unmasked Estep 
Score: -15247630.000000 Penalty: 3799.935547
	Iteration 15Q: 3 clusters Score -1.524763e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -15248089.000000 Penalty: 3799.935547
	Iteration 16Q: 3 clusters Score -1.524809e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 101572 members 
Entering Unmasked Estep 
Score: -15248516.000000 Penalty: 3799.935547
	Iteration 17Q: 3 clusters Score -1.524852e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 102541 members 
Entering Unmasked Estep 
Score: -15249015.000000 Penalty: 3799.935547
	Iteration 18Q: 3 clusters Score -1.524902e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 103401 members 
Entering Unmasked Estep 
Score: -15249477.000000 Penalty: 3799.935547
	Iteration 19Q: 3 clusters Score -1.524948e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 104237 members 
Entering Unmasked Estep 
Score: -15249830.000000 Penalty: 3799.935547
	Iteration 20F: 3 clusters Score -1.524983e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 105061 members 
Entering Unmasked Estep 
Score: -15250253.000000 Penalty: 3799.935547
	Iteration 21Q: 3 clusters Score -1.525025e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 105910 members 
Entering Unmasked Estep 
Score: -15250704.000000 Penalty: 3799.935547
	Iteration 22Q: 3 clusters Score -1.52507e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 106737 members 
Entering Unmasked Estep 
Score: -15251066.000000 Penalty: 3799.935547
	Iteration 23Q: 3 clusters Score -1.525107e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 107485 members 
Entering Unmasked Estep 
Score: -15251376.000000 Penalty: 3799.935547
	Iteration 24Q: 3 clusters Score -1.525138e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 108228 members 
Entering Unmasked Estep 
Score: -15251663.000000 Penalty: 3799.935547
	Iteration 25Q: 3 clusters Score -1.525166e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 108972 members 
Entering Unmasked Estep 
Score: -15252168.000000 Penalty: 3799.935547
	Iteration 26Q: 3 clusters Score -1.525217e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 109773 members 
Entering Unmasked Estep 
Score: -15252721.000000 Penalty: 3799.935547
	Iteration 27Q: 3 clusters Score -1.525272e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 110562 members 
Entering Unmasked Estep 
Score: -15253546.000000 Penalty: 3799.935547
	Iteration 28Q: 3 clusters Score -1.525355e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 111387 members 
Entering Unmasked Estep 
Score: -15254380.000000 Penalty: 3799.935547
	Iteration 29Q: 3 clusters Score -1.525438e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 112235 members 
Entering Unmasked Estep 
Score: -15255163.000000 Penalty: 3799.935547
	Iteration 30Q: 3 clusters Score -1.525516e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 113114 members 
Entering Unmasked Estep 
Score: -15255846.000000 Penalty: 3799.935547
	Iteration 31Q: 3 clusters Score -1.525585e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 114007 members 
Entering Unmasked Estep 
Score: -15256488.000000 Penalty: 3799.935547
	Iteration 32Q: 3 clusters Score -1.525649e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 114886 members 
Entering Unmasked Estep 
Score: -15257048.000000 Penalty: 3799.935547
	Iteration 33Q: 3 clusters Score -1.525705e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 115689 members 
Entering Unmasked Estep 
Score: -15257425.000000 Penalty: 3799.935547
	Iteration 34Q: 3 clusters Score -1.525742e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 116418 members 
Entering Unmasked Estep 
Score: -15257593.000000 Penalty: 3799.935547
	Iteration 35Q: 3 clusters Score -1.525759e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 117026 members 
Entering Unmasked Estep 
Score: -15257720.000000 Penalty: 3799.935547
	Iteration 36Q: 3 clusters Score -1.525772e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
Score: -15257753.000000 Penalty: 3799.935547
	Iteration 37Q: 3 clusters Score -1.525775e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 117944 members 
Entering Unmasked Estep 
Score: -15257752.000000 Penalty: 3799.935547
	Iteration 38Q: 3 clusters Score -1.525775e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 118253 members 
Entering Unmasked Estep 
Score: -15257736.000000 Penalty: 3799.935547
	Iteration 39Q: 3 clusters Score -1.525774e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 118505 members 
Entering Unmasked Estep 
Score: -15257741.000000 Penalty: 3799.935547
	Iteration 40F: 3 clusters Score -1.525774e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 118694 members 
Entering Unmasked Estep 
Score: -15257735.000000 Penalty: 3799.935547
	Iteration 41Q: 3 clusters Score -1.525774e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 118835 members 
Entering Unmasked Estep 
Score: -15257707.000000 Penalty: 3799.935547
	Iteration 42Q: 3 clusters Score -1.525771e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 118924 members 
Entering Unmasked Estep 
Score: -15257712.000000 Penalty: 3799.935547
	Iteration 43Q: 3 clusters Score -1.525771e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 118984 members 
Entering Unmasked Estep 
Score: -15257697.000000 Penalty: 3799.935547
	Iteration 44Q: 3 clusters Score -1.52577e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 119031 members 
Entering Unmasked Estep 
Score: -15257687.000000 Penalty: 3799.935547
	Iteration 45Q: 3 clusters Score -1.525769e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 119071 members 
Entering Unmasked Estep 
Score: -15257651.000000 Penalty: 3799.935547
	Iteration 46Q: 3 clusters Score -1.525765e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 119099 members 
Entering Unmasked Estep 
Score: -15257650.000000 Penalty: 3799.935547
	Iteration 47Q: 3 clusters Score -1.525765e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 119118 members 
Entering Unmasked Estep 
Score: -15257645.000000 Penalty: 3799.935547
	Iteration 48Q: 3 clusters Score -1.525764e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 119142 members 
Entering Unmasked Estep 
Score: -15257661.000000 Penalty: 3799.935547
	Iteration 49Q: 3 clusters Score -1.525766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 119161 members 
Entering Unmasked Estep 
Score: -15257656.000000 Penalty: 3799.935547
	Iteration 50Q: 3 clusters Score -1.525766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 119178 members 
Entering Unmasked Estep 
Score: -15257643.000000 Penalty: 3799.935547
	Iteration 51Q: 3 clusters Score -1.525764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 119193 members 
Entering Unmasked Estep 
Score: -15257634.000000 Penalty: 3799.935547
	Iteration 52Q: 3 clusters Score -1.525763e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 119208 members 
Entering Unmasked Estep 
Score: -15257637.000000 Penalty: 3799.935547
	Iteration 53Q: 3 clusters Score -1.525764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 119220 members 
Entering Unmasked Estep 
Score: -15257646.000000 Penalty: 3799.935547
	Iteration 54Q: 3 clusters Score -1.525765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 119226 members 
Entering Unmasked Estep 
Score: -15257648.000000 Penalty: 3799.935547
	Iteration 55Q: 3 clusters Score -1.525765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 119234 members 
Entering Unmasked Estep 
Score: -15257647.000000 Penalty: 3799.935547
	Iteration 56Q: 3 clusters Score -1.525765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 119237 members 
Entering Unmasked Estep 
Score: -15257656.000000 Penalty: 3799.935547
	Iteration 57Q: 3 clusters Score -1.525766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 119240 members 
Entering Unmasked Estep 
Score: -15257657.000000 Penalty: 3799.935547
	Iteration 58Q: 3 clusters Score -1.525766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 119245 members 
Entering Unmasked Estep 
Score: -15257655.000000 Penalty: 3799.935547
	Iteration 59Q: 3 clusters Score -1.525766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 119247 members 
Entering Unmasked Estep 
Score: -15257658.000000 Penalty: 3799.935547
	Iteration 60F: 3 clusters Score -1.525766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 119249 members 
Entering Unmasked Estep 
Score: -15257662.000000 Penalty: 3799.935547
	Iteration 61Q: 3 clusters Score -1.525766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 119252 members 
Entering Unmasked Estep 
Score: -15257667.000000 Penalty: 3799.935547
	Iteration 62Q: 3 clusters Score -1.525767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 119253 members 
Entering Unmasked Estep 
Score: -15257671.000000 Penalty: 3799.935547
	Iteration 63Q: 3 clusters Score -1.525767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 119254 members 
Entering Unmasked Estep 
Score: -15257661.000000 Penalty: 3799.935547
	Iteration 64Q: 3 clusters Score -1.525766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 119254 members 
Entering Unmasked Estep 
Score: -15257661.000000 Penalty: 3799.935547
	Iteration 65F: 3 clusters Score -1.525766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Entering Unmasked Estep 
Score: -6749402.000000 Penalty: 1766.926636
	Iteration 0F: 2 clusters Score -6749402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -6714121.500000 Penalty: 3533.853271
	Iteration 0F: 3 clusters Score -6714122 nChanged 24839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -6728324.000000 Penalty: 3533.853271
	Iteration 1F: 3 clusters Score -6728324 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -6729098.000000 Penalty: 3533.853271
	Iteration 2Q: 3 clusters Score -6729098 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -6730051.500000 Penalty: 3533.853271
	Iteration 3Q: 3 clusters Score -6730052 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -6731340.000000 Penalty: 3533.853271
	Iteration 4Q: 3 clusters Score -6731340 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -6733007.000000 Penalty: 3533.853271
	Iteration 5F: 3 clusters Score -6733007 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -6735205.500000 Penalty: 3533.853271
	Iteration 6F: 3 clusters Score -6735206 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -6737872.500000 Penalty: 3533.853271
	Iteration 7F: 3 clusters Score -6737872 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -6740671.500000 Penalty: 3533.853271
	Iteration 8F: 3 clusters Score -6740672 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -6743203.500000 Penalty: 3533.853271
	Iteration 9F: 3 clusters Score -6743204 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -6744965.500000 Penalty: 3533.853271
	Iteration 10Q: 3 clusters Score -6744966 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -6746032.500000 Penalty: 3533.853271
	Iteration 11Q: 3 clusters Score -6746032 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -6746618.500000 Penalty: 3533.853271
	Iteration 12Q: 3 clusters Score -6746618 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -6747020.000000 Penalty: 3533.853271
	Iteration 13Q: 3 clusters Score -6747020 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -6747298.000000 Penalty: 3533.853271
	Iteration 14Q: 3 clusters Score -6747298 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -6747477.500000 Penalty: 3533.853271
	Iteration 15Q: 3 clusters Score -6747478 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -6747636.500000 Penalty: 3533.853271
	Iteration 16Q: 3 clusters Score -6747636 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -6747750.500000 Penalty: 3533.853271
	Iteration 17Q: 3 clusters Score -6747750 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -6747805.000000 Penalty: 3533.853271
	Iteration 18Q: 3 clusters Score -6747805 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -6747884.000000 Penalty: 3533.853271
	Iteration 19Q: 3 clusters Score -6747884 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -6747906.000000 Penalty: 3533.853271
	Iteration 20F: 3 clusters Score -6747906 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -6747940.500000 Penalty: 3533.853271
	Iteration 21Q: 3 clusters Score -6747940 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -6747965.500000 Penalty: 3533.853271
	Iteration 22Q: 3 clusters Score -6747966 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -6747999.500000 Penalty: 3533.853271
	Iteration 23Q: 3 clusters Score -6748000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -6748025.500000 Penalty: 3533.853271
	Iteration 24Q: 3 clusters Score -6748026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -6748030.000000 Penalty: 3533.853271
	Iteration 25Q: 3 clusters Score -6748030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -6748043.500000 Penalty: 3533.853271
	Iteration 26Q: 3 clusters Score -6748044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -6748053.500000 Penalty: 3533.853271
	Iteration 27Q: 3 clusters Score -6748054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -6748057.500000 Penalty: 3533.853271
	Iteration 28Q: 3 clusters Score -6748058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -6748068.000000 Penalty: 3533.853271
	Iteration 29Q: 3 clusters Score -6748068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -6748086.500000 Penalty: 3533.853271
	Iteration 30Q: 3 clusters Score -6748086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -6748093.000000 Penalty: 3533.853271
	Iteration 31Q: 3 clusters Score -6748093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -6748101.500000 Penalty: 3533.853271
	Iteration 32Q: 3 clusters Score -6748102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -6748109.000000 Penalty: 3533.853271
	Iteration 33Q: 3 clusters Score -6748109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -6748107.500000 Penalty: 3533.853271
	Iteration 34Q: 3 clusters Score -6748108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -6748112.000000 Penalty: 3533.853271
	Iteration 35Q: 3 clusters Score -6748112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -6748111.000000 Penalty: 3533.853271
	Iteration 36Q: 3 clusters Score -6748111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -6748110.000000 Penalty: 3533.853271
	Iteration 37Q: 3 clusters Score -6748110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -6748116.000000 Penalty: 3533.853271
	Iteration 38Q: 3 clusters Score -6748116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -6748114.000000 Penalty: 3533.853271
	Iteration 39Q: 3 clusters Score -6748114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -6748119.500000 Penalty: 3533.853271
	Iteration 40F: 3 clusters Score -6748120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -6748116.000000 Penalty: 3533.853271
	Iteration 41Q: 3 clusters Score -6748116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -6748120.000000 Penalty: 3533.853271
	Iteration 42Q: 3 clusters Score -6748120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -6748130.000000 Penalty: 3533.853271
	Iteration 43Q: 3 clusters Score -6748130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -6748133.000000 Penalty: 3533.853271
	Iteration 44Q: 3 clusters Score -6748133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -6748133.500000 Penalty: 3533.853271
	Iteration 45Q: 3 clusters Score -6748134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -6748136.000000 Penalty: 3533.853271
	Iteration 46Q: 3 clusters Score -6748136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -6748141.500000 Penalty: 3533.853271
	Iteration 47Q: 3 clusters Score -6748142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -6748150.500000 Penalty: 3533.853271
	Iteration 48Q: 3 clusters Score -6748150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -6748158.500000 Penalty: 3533.853271
	Iteration 49Q: 3 clusters Score -6748158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -6748166.500000 Penalty: 3533.853271
	Iteration 50Q: 3 clusters Score -6748166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -6748169.500000 Penalty: 3533.853271
	Iteration 51Q: 3 clusters Score -6748170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -6748164.500000 Penalty: 3533.853271
	Iteration 52Q: 3 clusters Score -6748164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -6748150.500000 Penalty: 3533.853271
	Iteration 53Q: 3 clusters Score -6748150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -6748155.500000 Penalty: 3533.853271
	Iteration 54Q: 3 clusters Score -6748156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -6748158.000000 Penalty: 3533.853271
	Iteration 55Q: 3 clusters Score -6748158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -6748160.000000 Penalty: 3533.853271
	Iteration 56Q: 3 clusters Score -6748160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -6748156.000000 Penalty: 3533.853271
	Iteration 57Q: 3 clusters Score -6748156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -6748159.000000 Penalty: 3533.853271
	Iteration 58Q: 3 clusters Score -6748159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -6748159.000000 Penalty: 3533.853271
	Iteration 59Q: 3 clusters Score -6748159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -6748160.500000 Penalty: 3533.853271
	Iteration 60F: 3 clusters Score -6748160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -6748163.500000 Penalty: 3533.853271
	Iteration 61Q: 3 clusters Score -6748164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -6748160.500000 Penalty: 3533.853271
	Iteration 62Q: 3 clusters Score -6748160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -6748164.000000 Penalty: 3533.853271
	Iteration 63Q: 3 clusters Score -6748164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -6748166.000000 Penalty: 3533.853271
	Iteration 64Q: 3 clusters Score -6748166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -6748165.500000 Penalty: 3533.853271
	Iteration 65Q: 3 clusters Score -6748166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -6748164.500000 Penalty: 3533.853271
	Iteration 66Q: 3 clusters Score -6748164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -6748164.500000 Penalty: 3533.853271
	Iteration 67F: 3 clusters Score -6748164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Entering Unmasked Estep 
Score: -574195.000000 Penalty: 1383.620972
	Iteration 0F: 2 clusters Score -574195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -570250.187500 Penalty: 2767.241943
	Iteration 0F: 3 clusters Score -570250.2 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -571498.937500 Penalty: 2767.241943
	Iteration 1F: 3 clusters Score -571498.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -571833.562500 Penalty: 2767.241943
	Iteration 2F: 3 clusters Score -571833.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -572143.812500 Penalty: 2767.241943
	Iteration 3F: 3 clusters Score -572143.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -572414.437500 Penalty: 2767.241943
	Iteration 4F: 3 clusters Score -572414.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -572634.812500 Penalty: 2767.241943
	Iteration 5F: 3 clusters Score -572634.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -572799.437500 Penalty: 2767.241943
	Iteration 6F: 3 clusters Score -572799.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -572889.000000 Penalty: 2767.241943
	Iteration 7Q: 3 clusters Score -572889 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -572941.375000 Penalty: 2767.241943
	Iteration 8Q: 3 clusters Score -572941.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -572974.437500 Penalty: 2767.241943
	Iteration 9Q: 3 clusters Score -572974.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -573005.562500 Penalty: 2767.241943
	Iteration 10Q: 3 clusters Score -573005.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -573028.000000 Penalty: 2767.241943
	Iteration 11Q: 3 clusters Score -573028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -573047.687500 Penalty: 2767.241943
	Iteration 12Q: 3 clusters Score -573047.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -573074.187500 Penalty: 2767.241943
	Iteration 13Q: 3 clusters Score -573074.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -573105.437500 Penalty: 2767.241943
	Iteration 14Q: 3 clusters Score -573105.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -573129.000000 Penalty: 2767.241943
	Iteration 15Q: 3 clusters Score -573129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -573157.812500 Penalty: 2767.241943
	Iteration 16Q: 3 clusters Score -573157.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -573203.687500 Penalty: 2767.241943
	Iteration 17Q: 3 clusters Score -573203.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -573293.250000 Penalty: 2767.241943
	Iteration 18Q: 3 clusters Score -573293.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -573408.062500 Penalty: 2767.241943
	Iteration 19Q: 3 clusters Score -573408.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -573524.062500 Penalty: 2767.241943
	Iteration 20F: 3 clusters Score -573524.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -573606.125000 Penalty: 2767.241943
	Iteration 21Q: 3 clusters Score -573606.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -573656.437500 Penalty: 2767.241943
	Iteration 22Q: 3 clusters Score -573656.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -573686.500000 Penalty: 2767.241943
	Iteration 23Q: 3 clusters Score -573686.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -573702.687500 Penalty: 2767.241943
	Iteration 24Q: 3 clusters Score -573702.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -573708.937500 Penalty: 2767.241943
	Iteration 25Q: 3 clusters Score -573708.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -573714.375000 Penalty: 2767.241943
	Iteration 26Q: 3 clusters Score -573714.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -573713.562500 Penalty: 2767.241943
	Iteration 27Q: 3 clusters Score -573713.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -573715.625000 Penalty: 2767.241943
	Iteration 28Q: 3 clusters Score -573715.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -573715.875000 Penalty: 2767.241943
	Iteration 29Q: 3 clusters Score -573715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -573716.187500 Penalty: 2767.241943
	Iteration 30Q: 3 clusters Score -573716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -573717.062500 Penalty: 2767.241943
	Iteration 31Q: 3 clusters Score -573717.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -573717.687500 Penalty: 2767.241943
	Iteration 32Q: 3 clusters Score -573717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -573717.187500 Penalty: 2767.241943
	Iteration 33Q: 3 clusters Score -573717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -573717.500000 Penalty: 2767.241943
	Iteration 34Q: 3 clusters Score -573717.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -573717.625000 Penalty: 2767.241943
	Iteration 35Q: 3 clusters Score -573717.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -573717.625000 Penalty: 2767.241943
	Iteration 36F: 3 clusters Score -573717.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Entering Unmasked Estep 
Score: -1268361.750000 Penalty: 1498.409790
	Iteration 0F: 2 clusters Score -1268362 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 5034 members 
Entering Unmasked Estep 
Score: -1261125.375000 Penalty: 2996.819580
	Iteration 0F: 3 clusters Score -1261125 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1263531.250000 Penalty: 2996.819580
	Iteration 1F: 3 clusters Score -1263531 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1263932.500000 Penalty: 2996.819580
	Iteration 2F: 3 clusters Score -1263932 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1264314.000000 Penalty: 2996.819580
	Iteration 3F: 3 clusters Score -1264314 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1264706.375000 Penalty: 2996.819580
	Iteration 4F: 3 clusters Score -1264706 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1265064.500000 Penalty: 2996.819580
	Iteration 5F: 3 clusters Score -1265064 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1265499.000000 Penalty: 2996.819580
	Iteration 6F: 3 clusters Score -1265499 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1265918.125000 Penalty: 2996.819580
	Iteration 7F: 3 clusters Score -1265918 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1266340.875000 Penalty: 2996.819580
	Iteration 8F: 3 clusters Score -1266341 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1266663.625000 Penalty: 2996.819580
	Iteration 9Q: 3 clusters Score -1266664 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1266875.875000 Penalty: 2996.819580
	Iteration 10Q: 3 clusters Score -1266876 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1267016.375000 Penalty: 2996.819580
	Iteration 11Q: 3 clusters Score -1267016 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1267117.000000 Penalty: 2996.819580
	Iteration 12Q: 3 clusters Score -1267117 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1267182.125000 Penalty: 2996.819580
	Iteration 13Q: 3 clusters Score -1267182 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1267212.875000 Penalty: 2996.819580
	Iteration 14Q: 3 clusters Score -1267213 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1267238.125000 Penalty: 2996.819580
	Iteration 15Q: 3 clusters Score -1267238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1267256.625000 Penalty: 2996.819580
	Iteration 16Q: 3 clusters Score -1267257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1267264.125000 Penalty: 2996.819580
	Iteration 17Q: 3 clusters Score -1267264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1267269.750000 Penalty: 2996.819580
	Iteration 18Q: 3 clusters Score -1267270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1267277.625000 Penalty: 2996.819580
	Iteration 19Q: 3 clusters Score -1267278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1267283.750000 Penalty: 2996.819580
	Iteration 20F: 3 clusters Score -1267284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1267287.625000 Penalty: 2996.819580
	Iteration 21Q: 3 clusters Score -1267288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1267296.500000 Penalty: 2996.819580
	Iteration 22Q: 3 clusters Score -1267296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1267298.125000 Penalty: 2996.819580
	Iteration 23Q: 3 clusters Score -1267298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1267303.500000 Penalty: 2996.819580
	Iteration 24Q: 3 clusters Score -1267304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1267310.125000 Penalty: 2996.819580
	Iteration 25Q: 3 clusters Score -1267310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1267315.875000 Penalty: 2996.819580
	Iteration 26Q: 3 clusters Score -1267316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1267319.375000 Penalty: 2996.819580
	Iteration 27Q: 3 clusters Score -1267319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1267322.875000 Penalty: 2996.819580
	Iteration 28Q: 3 clusters Score -1267323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1267324.125000 Penalty: 2996.819580
	Iteration 29Q: 3 clusters Score -1267324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1267327.500000 Penalty: 2996.819580
	Iteration 30Q: 3 clusters Score -1267328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1267329.875000 Penalty: 2996.819580
	Iteration 31Q: 3 clusters Score -1267330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1267329.500000 Penalty: 2996.819580
	Iteration 32Q: 3 clusters Score -1267330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1267331.250000 Penalty: 2996.819580
	Iteration 33Q: 3 clusters Score -1267331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1267334.250000 Penalty: 2996.819580
	Iteration 34Q: 3 clusters Score -1267334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1267332.125000 Penalty: 2996.819580
	Iteration 35Q: 3 clusters Score -1267332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1267333.125000 Penalty: 2996.819580
	Iteration 36Q: 3 clusters Score -1267333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1267334.375000 Penalty: 2996.819580
	Iteration 37Q: 3 clusters Score -1267334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1267333.250000 Penalty: 2996.819580
	Iteration 38Q: 3 clusters Score -1267333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1267333.250000 Penalty: 2996.819580
	Iteration 39F: 3 clusters Score -1267333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Entering Unmasked Estep 
Score: -868642.062500 Penalty: 1433.651367
	Iteration 0F: 2 clusters Score -868642.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -863463.812500 Penalty: 2867.302734
	Iteration 0F: 3 clusters Score -863463.8 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -865036.062500 Penalty: 2867.302734
	Iteration 1F: 3 clusters Score -865036.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -865204.187500 Penalty: 2867.302734
	Iteration 2F: 3 clusters Score -865204.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -865342.875000 Penalty: 2867.302734
	Iteration 3Q: 3 clusters Score -865342.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -865450.937500 Penalty: 2867.302734
	Iteration 4Q: 3 clusters Score -865450.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -865534.000000 Penalty: 2867.302734
	Iteration 5Q: 3 clusters Score -865534 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -865599.687500 Penalty: 2867.302734
	Iteration 6Q: 3 clusters Score -865599.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -865670.250000 Penalty: 2867.302734
	Iteration 7Q: 3 clusters Score -865670.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -865751.312500 Penalty: 2867.302734
	Iteration 8Q: 3 clusters Score -865751.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -865843.562500 Penalty: 2867.302734
	Iteration 9Q: 3 clusters Score -865843.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -865962.687500 Penalty: 2867.302734
	Iteration 10Q: 3 clusters Score -865962.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -866134.312500 Penalty: 2867.302734
	Iteration 11Q: 3 clusters Score -866134.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -866341.625000 Penalty: 2867.302734
	Iteration 12Q: 3 clusters Score -866341.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -866549.625000 Penalty: 2867.302734
	Iteration 13Q: 3 clusters Score -866549.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -866717.812500 Penalty: 2867.302734
	Iteration 14Q: 3 clusters Score -866717.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -866870.875000 Penalty: 2867.302734
	Iteration 15Q: 3 clusters Score -866870.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -867001.500000 Penalty: 2867.302734
	Iteration 16Q: 3 clusters Score -867001.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -867120.875000 Penalty: 2867.302734
	Iteration 17Q: 3 clusters Score -867120.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -867202.875000 Penalty: 2867.302734
	Iteration 18Q: 3 clusters Score -867202.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -867247.875000 Penalty: 2867.302734
	Iteration 19Q: 3 clusters Score -867247.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -867275.625000 Penalty: 2867.302734
	Iteration 20F: 3 clusters Score -867275.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -867294.875000 Penalty: 2867.302734
	Iteration 21Q: 3 clusters Score -867294.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -867300.687500 Penalty: 2867.302734
	Iteration 22Q: 3 clusters Score -867300.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -867305.062500 Penalty: 2867.302734
	Iteration 23Q: 3 clusters Score -867305.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -867313.125000 Penalty: 2867.302734
	Iteration 24Q: 3 clusters Score -867313.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -867320.437500 Penalty: 2867.302734
	Iteration 25Q: 3 clusters Score -867320.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -867322.312500 Penalty: 2867.302734
	Iteration 26Q: 3 clusters Score -867322.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -867323.500000 Penalty: 2867.302734
	Iteration 27Q: 3 clusters Score -867323.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -867326.937500 Penalty: 2867.302734
	Iteration 28Q: 3 clusters Score -867326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -867331.375000 Penalty: 2867.302734
	Iteration 29Q: 3 clusters Score -867331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -867330.812500 Penalty: 2867.302734
	Iteration 30Q: 3 clusters Score -867330.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -867330.812500 Penalty: 2867.302734
	Iteration 31F: 3 clusters Score -867330.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Entering Unmasked Estep 
Score: -894383.687500 Penalty: 1440.406616
	Iteration 0F: 2 clusters Score -894383.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -889101.000000 Penalty: 2880.813232
	Iteration 0F: 3 clusters Score -889101 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -890628.062500 Penalty: 2880.813232
	Iteration 1F: 3 clusters Score -890628.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -890811.437500 Penalty: 2880.813232
	Iteration 2F: 3 clusters Score -890811.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -890921.500000 Penalty: 2880.813232
	Iteration 3Q: 3 clusters Score -890921.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -891021.312500 Penalty: 2880.813232
	Iteration 4Q: 3 clusters Score -891021.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -891109.750000 Penalty: 2880.813232
	Iteration 5Q: 3 clusters Score -891109.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -891195.187500 Penalty: 2880.813232
	Iteration 6Q: 3 clusters Score -891195.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -891298.750000 Penalty: 2880.813232
	Iteration 7Q: 3 clusters Score -891298.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -891421.437500 Penalty: 2880.813232
	Iteration 8Q: 3 clusters Score -891421.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -891569.562500 Penalty: 2880.813232
	Iteration 9Q: 3 clusters Score -891569.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -891750.625000 Penalty: 2880.813232
	Iteration 10Q: 3 clusters Score -891750.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -891973.500000 Penalty: 2880.813232
	Iteration 11Q: 3 clusters Score -891973.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -892217.500000 Penalty: 2880.813232
	Iteration 12Q: 3 clusters Score -892217.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -892447.625000 Penalty: 2880.813232
	Iteration 13Q: 3 clusters Score -892447.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -892658.375000 Penalty: 2880.813232
	Iteration 14Q: 3 clusters Score -892658.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -892813.625000 Penalty: 2880.813232
	Iteration 15Q: 3 clusters Score -892813.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -892917.500000 Penalty: 2880.813232
	Iteration 16Q: 3 clusters Score -892917.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -892982.687500 Penalty: 2880.813232
	Iteration 17Q: 3 clusters Score -892982.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -893022.562500 Penalty: 2880.813232
	Iteration 18Q: 3 clusters Score -893022.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -893046.500000 Penalty: 2880.813232
	Iteration 19Q: 3 clusters Score -893046.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -893070.375000 Penalty: 2880.813232
	Iteration 20F: 3 clusters Score -893070.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -893077.062500 Penalty: 2880.813232
	Iteration 21Q: 3 clusters Score -893077.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -893080.750000 Penalty: 2880.813232
	Iteration 22Q: 3 clusters Score -893080.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -893085.250000 Penalty: 2880.813232
	Iteration 23Q: 3 clusters Score -893085.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -893094.375000 Penalty: 2880.813232
	Iteration 24Q: 3 clusters Score -893094.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -893099.250000 Penalty: 2880.813232
	Iteration 25Q: 3 clusters Score -893099.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -893103.937500 Penalty: 2880.813232
	Iteration 26Q: 3 clusters Score -893103.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -893107.125000 Penalty: 2880.813232
	Iteration 27Q: 3 clusters Score -893107.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -893114.750000 Penalty: 2880.813232
	Iteration 28Q: 3 clusters Score -893114.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -893121.562500 Penalty: 2880.813232
	Iteration 29Q: 3 clusters Score -893121.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -893124.687500 Penalty: 2880.813232
	Iteration 30Q: 3 clusters Score -893124.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -893126.500000 Penalty: 2880.813232
	Iteration 31Q: 3 clusters Score -893126.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -893128.062500 Penalty: 2880.813232
	Iteration 32Q: 3 clusters Score -893128.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -893130.687500 Penalty: 2880.813232
	Iteration 33Q: 3 clusters Score -893130.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -893130.687500 Penalty: 2880.813232
	Iteration 34F: 3 clusters Score -893130.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Entering Unmasked Estep 
Score: -752433.500000 Penalty: 1412.338623
	Iteration 0F: 2 clusters Score -752433.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -747870.875000 Penalty: 2824.677246
	Iteration 0F: 3 clusters Score -747870.9 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -749170.375000 Penalty: 2824.677246
	Iteration 1F: 3 clusters Score -749170.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -749374.625000 Penalty: 2824.677246
	Iteration 2F: 3 clusters Score -749374.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -749539.187500 Penalty: 2824.677246
	Iteration 3F: 3 clusters Score -749539.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -749668.125000 Penalty: 2824.677246
	Iteration 4Q: 3 clusters Score -749668.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -749762.812500 Penalty: 2824.677246
	Iteration 5Q: 3 clusters Score -749762.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -749837.875000 Penalty: 2824.677246
	Iteration 6Q: 3 clusters Score -749837.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -749890.187500 Penalty: 2824.677246
	Iteration 7Q: 3 clusters Score -749890.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -749927.312500 Penalty: 2824.677246
	Iteration 8Q: 3 clusters Score -749927.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -749965.312500 Penalty: 2824.677246
	Iteration 9Q: 3 clusters Score -749965.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -749996.437500 Penalty: 2824.677246
	Iteration 10Q: 3 clusters Score -749996.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -750030.125000 Penalty: 2824.677246
	Iteration 11Q: 3 clusters Score -750030.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -750059.562500 Penalty: 2824.677246
	Iteration 12Q: 3 clusters Score -750059.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -750095.500000 Penalty: 2824.677246
	Iteration 13Q: 3 clusters Score -750095.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -750131.500000 Penalty: 2824.677246
	Iteration 14Q: 3 clusters Score -750131.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -750174.000000 Penalty: 2824.677246
	Iteration 15Q: 3 clusters Score -750174 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -750212.000000 Penalty: 2824.677246
	Iteration 16Q: 3 clusters Score -750212 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -750247.750000 Penalty: 2824.677246
	Iteration 17Q: 3 clusters Score -750247.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -750291.750000 Penalty: 2824.677246
	Iteration 18Q: 3 clusters Score -750291.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -750346.875000 Penalty: 2824.677246
	Iteration 19Q: 3 clusters Score -750346.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -750416.250000 Penalty: 2824.677246
	Iteration 20F: 3 clusters Score -750416.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -750494.625000 Penalty: 2824.677246
	Iteration 21Q: 3 clusters Score -750494.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -750574.750000 Penalty: 2824.677246
	Iteration 22Q: 3 clusters Score -750574.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -750670.312500 Penalty: 2824.677246
	Iteration 23Q: 3 clusters Score -750670.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -750760.875000 Penalty: 2824.677246
	Iteration 24Q: 3 clusters Score -750760.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -750854.875000 Penalty: 2824.677246
	Iteration 25Q: 3 clusters Score -750854.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -750934.125000 Penalty: 2824.677246
	Iteration 26Q: 3 clusters Score -750934.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -751002.250000 Penalty: 2824.677246
	Iteration 27Q: 3 clusters Score -751002.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -751051.437500 Penalty: 2824.677246
	Iteration 28Q: 3 clusters Score -751051.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -751096.687500 Penalty: 2824.677246
	Iteration 29Q: 3 clusters Score -751096.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -751133.625000 Penalty: 2824.677246
	Iteration 30Q: 3 clusters Score -751133.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -751165.875000 Penalty: 2824.677246
	Iteration 31Q: 3 clusters Score -751165.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -751198.250000 Penalty: 2824.677246
	Iteration 32Q: 3 clusters Score -751198.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -751227.687500 Penalty: 2824.677246
	Iteration 33Q: 3 clusters Score -751227.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -751252.500000 Penalty: 2824.677246
	Iteration 34Q: 3 clusters Score -751252.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -751285.875000 Penalty: 2824.677246
	Iteration 35Q: 3 clusters Score -751285.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -751308.500000 Penalty: 2824.677246
	Iteration 36Q: 3 clusters Score -751308.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -751330.250000 Penalty: 2824.677246
	Iteration 37Q: 3 clusters Score -751330.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -751352.125000 Penalty: 2824.677246
	Iteration 38Q: 3 clusters Score -751352.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -751372.187500 Penalty: 2824.677246
	Iteration 39Q: 3 clusters Score -751372.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -751383.250000 Penalty: 2824.677246
	Iteration 40F: 3 clusters Score -751383.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -751398.062500 Penalty: 2824.677246
	Iteration 41Q: 3 clusters Score -751398.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -751407.187500 Penalty: 2824.677246
	Iteration 42Q: 3 clusters Score -751407.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -751412.812500 Penalty: 2824.677246
	Iteration 43Q: 3 clusters Score -751412.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -751421.687500 Penalty: 2824.677246
	Iteration 44Q: 3 clusters Score -751421.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -751431.812500 Penalty: 2824.677246
	Iteration 45Q: 3 clusters Score -751431.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -751443.625000 Penalty: 2824.677246
	Iteration 46Q: 3 clusters Score -751443.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -751454.937500 Penalty: 2824.677246
	Iteration 47Q: 3 clusters Score -751454.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -751461.750000 Penalty: 2824.677246
	Iteration 48Q: 3 clusters Score -751461.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -751471.625000 Penalty: 2824.677246
	Iteration 49Q: 3 clusters Score -751471.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -751482.062500 Penalty: 2824.677246
	Iteration 50Q: 3 clusters Score -751482.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -751488.187500 Penalty: 2824.677246
	Iteration 51Q: 3 clusters Score -751488.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -751502.812500 Penalty: 2824.677246
	Iteration 52Q: 3 clusters Score -751502.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -751519.062500 Penalty: 2824.677246
	Iteration 53Q: 3 clusters Score -751519.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -751535.375000 Penalty: 2824.677246
	Iteration 54Q: 3 clusters Score -751535.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -751546.375000 Penalty: 2824.677246
	Iteration 55Q: 3 clusters Score -751546.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -751549.875000 Penalty: 2824.677246
	Iteration 56Q: 3 clusters Score -751549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -751554.625000 Penalty: 2824.677246
	Iteration 57Q: 3 clusters Score -751554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -751553.437500 Penalty: 2824.677246
	Iteration 58Q: 3 clusters Score -751553.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -751553.437500 Penalty: 2824.677246
	Iteration 59F: 3 clusters Score -751553.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Entering Unmasked Estep 
Score: -2803616.250000 Penalty: 1627.645508
	Iteration 0F: 2 clusters Score -2803616 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 11094 members 
Entering Unmasked Estep 
Score: -2788462.750000 Penalty: 3255.291016
	Iteration 0F: 3 clusters Score -2788463 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2794118.750000 Penalty: 3255.291016
	Iteration 1F: 3 clusters Score -2794119 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2794823.500000 Penalty: 3255.291016
	Iteration 2F: 3 clusters Score -2794824 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2795699.500000 Penalty: 3255.291016
	Iteration 3F: 3 clusters Score -2795700 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2796706.000000 Penalty: 3255.291016
	Iteration 4F: 3 clusters Score -2796706 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2797775.250000 Penalty: 3255.291016
	Iteration 5F: 3 clusters Score -2797775 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2798828.500000 Penalty: 3255.291016
	Iteration 6F: 3 clusters Score -2798828 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2799696.250000 Penalty: 3255.291016
	Iteration 7F: 3 clusters Score -2799696 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2800432.750000 Penalty: 3255.291016
	Iteration 8Q: 3 clusters Score -2800433 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2801075.000000 Penalty: 3255.291016
	Iteration 9Q: 3 clusters Score -2801075 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2801567.750000 Penalty: 3255.291016
	Iteration 10Q: 3 clusters Score -2801568 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2801877.500000 Penalty: 3255.291016
	Iteration 11Q: 3 clusters Score -2801878 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2802072.250000 Penalty: 3255.291016
	Iteration 12Q: 3 clusters Score -2802072 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2802181.000000 Penalty: 3255.291016
	Iteration 13Q: 3 clusters Score -2802181 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2802254.250000 Penalty: 3255.291016
	Iteration 14Q: 3 clusters Score -2802254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2802286.500000 Penalty: 3255.291016
	Iteration 15Q: 3 clusters Score -2802286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2802307.000000 Penalty: 3255.291016
	Iteration 16Q: 3 clusters Score -2802307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2802320.250000 Penalty: 3255.291016
	Iteration 17Q: 3 clusters Score -2802320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2802323.000000 Penalty: 3255.291016
	Iteration 18Q: 3 clusters Score -2802323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2802326.000000 Penalty: 3255.291016
	Iteration 19Q: 3 clusters Score -2802326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2802332.000000 Penalty: 3255.291016
	Iteration 20F: 3 clusters Score -2802332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2802333.500000 Penalty: 3255.291016
	Iteration 21Q: 3 clusters Score -2802334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2802335.000000 Penalty: 3255.291016
	Iteration 22Q: 3 clusters Score -2802335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2802334.250000 Penalty: 3255.291016
	Iteration 23Q: 3 clusters Score -2802334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2802339.750000 Penalty: 3255.291016
	Iteration 24Q: 3 clusters Score -2802340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2802339.500000 Penalty: 3255.291016
	Iteration 25Q: 3 clusters Score -2802340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2802339.750000 Penalty: 3255.291016
	Iteration 26Q: 3 clusters Score -2802340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2802345.250000 Penalty: 3255.291016
	Iteration 27Q: 3 clusters Score -2802345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2802348.750000 Penalty: 3255.291016
	Iteration 28Q: 3 clusters Score -2802349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2802348.750000 Penalty: 3255.291016
	Iteration 29F: 3 clusters Score -2802349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Entering Unmasked Estep 
Score: -4677911.000000 Penalty: 1718.678467
	Iteration 0F: 2 clusters Score -4677911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -4651647.000000 Penalty: 3437.356934
	Iteration 0F: 3 clusters Score -4651647 nChanged 18396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -4661892.500000 Penalty: 3437.356934
	Iteration 1F: 3 clusters Score -4661892 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -4662502.500000 Penalty: 3437.356934
	Iteration 2Q: 3 clusters Score -4662502 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -4663080.000000 Penalty: 3437.356934
	Iteration 3Q: 3 clusters Score -4663080 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -4663667.500000 Penalty: 3437.356934
	Iteration 4Q: 3 clusters Score -4663668 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4664286.000000 Penalty: 3437.356934
	Iteration 5Q: 3 clusters Score -4664286 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -4664951.000000 Penalty: 3437.356934
	Iteration 6Q: 3 clusters Score -4664951 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -4665541.500000 Penalty: 3437.356934
	Iteration 7Q: 3 clusters Score -4665542 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4666158.500000 Penalty: 3437.356934
	Iteration 8Q: 3 clusters Score -4666158 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -4666735.000000 Penalty: 3437.356934
	Iteration 9Q: 3 clusters Score -4666735 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -4667316.500000 Penalty: 3437.356934
	Iteration 10Q: 3 clusters Score -4667316 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4667958.000000 Penalty: 3437.356934
	Iteration 11Q: 3 clusters Score -4667958 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -4668632.500000 Penalty: 3437.356934
	Iteration 12Q: 3 clusters Score -4668632 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -4669439.500000 Penalty: 3437.356934
	Iteration 13Q: 3 clusters Score -4669440 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -4670148.000000 Penalty: 3437.356934
	Iteration 14Q: 3 clusters Score -4670148 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -4670614.500000 Penalty: 3437.356934
	Iteration 15Q: 3 clusters Score -4670614 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -4670907.500000 Penalty: 3437.356934
	Iteration 16Q: 3 clusters Score -4670908 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -4671048.500000 Penalty: 3437.356934
	Iteration 17Q: 3 clusters Score -4671048 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -4671144.500000 Penalty: 3437.356934
	Iteration 18Q: 3 clusters Score -4671144 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -4671194.000000 Penalty: 3437.356934
	Iteration 19Q: 3 clusters Score -4671194 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -4671291.500000 Penalty: 3437.356934
	Iteration 20F: 3 clusters Score -4671292 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -4671343.000000 Penalty: 3437.356934
	Iteration 21Q: 3 clusters Score -4671343 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4671401.000000 Penalty: 3437.356934
	Iteration 22Q: 3 clusters Score -4671401 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4671454.500000 Penalty: 3437.356934
	Iteration 23Q: 3 clusters Score -4671454 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -4671509.500000 Penalty: 3437.356934
	Iteration 24Q: 3 clusters Score -4671510 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4671564.500000 Penalty: 3437.356934
	Iteration 25Q: 3 clusters Score -4671564 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -4671616.500000 Penalty: 3437.356934
	Iteration 26Q: 3 clusters Score -4671616 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -4671674.000000 Penalty: 3437.356934
	Iteration 27Q: 3 clusters Score -4671674 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -4671754.500000 Penalty: 3437.356934
	Iteration 28Q: 3 clusters Score -4671754 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -4671814.500000 Penalty: 3437.356934
	Iteration 29Q: 3 clusters Score -4671814 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -4671868.500000 Penalty: 3437.356934
	Iteration 30Q: 3 clusters Score -4671868 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -4671934.500000 Penalty: 3437.356934
	Iteration 31Q: 3 clusters Score -4671934 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -4672013.500000 Penalty: 3437.356934
	Iteration 32Q: 3 clusters Score -4672014 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -4672100.500000 Penalty: 3437.356934
	Iteration 33Q: 3 clusters Score -4672100 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -4672169.500000 Penalty: 3437.356934
	Iteration 34Q: 3 clusters Score -4672170 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -4672222.500000 Penalty: 3437.356934
	Iteration 35Q: 3 clusters Score -4672222 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -4672301.000000 Penalty: 3437.356934
	Iteration 36Q: 3 clusters Score -4672301 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -4672392.500000 Penalty: 3437.356934
	Iteration 37Q: 3 clusters Score -4672392 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -4672503.500000 Penalty: 3437.356934
	Iteration 38Q: 3 clusters Score -4672504 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -4672645.500000 Penalty: 3437.356934
	Iteration 39Q: 3 clusters Score -4672646 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -4672806.500000 Penalty: 3437.356934
	Iteration 40F: 3 clusters Score -4672806 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4672966 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -4673132.500000 Penalty: 3437.356934
	Iteration 42Q: 3 clusters Score -4673132 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -4673314.500000 Penalty: 3437.356934
	Iteration 43Q: 3 clusters Score -4673314 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -4673515.000000 Penalty: 3437.356934
	Iteration 44Q: 3 clusters Score -4673515 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -4673721.500000 Penalty: 3437.356934
	Iteration 45Q: 3 clusters Score -4673722 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -4673944.500000 Penalty: 3437.356934
	Iteration 46Q: 3 clusters Score -4673944 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -4674179.500000 Penalty: 3437.356934
	Iteration 47Q: 3 clusters Score -4674180 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -4674411.000000 Penalty: 3437.356934
	Iteration 48Q: 3 clusters Score -4674411 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -4674661.500000 Penalty: 3437.356934
	Iteration 49Q: 3 clusters Score -4674662 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4674981.000000 Penalty: 3437.356934
	Iteration 50Q: 3 clusters Score -4674981 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -4675308.000000 Penalty: 3437.356934
	Iteration 51Q: 3 clusters Score -4675308 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -4675587.000000 Penalty: 3437.356934
	Iteration 52Q: 3 clusters Score -4675587 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -4675820.000000 Penalty: 3437.356934
	Iteration 53Q: 3 clusters Score -4675820 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -4676034.000000 Penalty: 3437.356934
	Iteration 54Q: 3 clusters Score -4676034 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -4676210.000000 Penalty: 3437.356934
	Iteration 55Q: 3 clusters Score -4676210 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -4676370.500000 Penalty: 3437.356934
	Iteration 56Q: 3 clusters Score -4676370 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -4676492.000000 Penalty: 3437.356934
	Iteration 57Q: 3 clusters Score -4676492 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -4676588.500000 Penalty: 3437.356934
	Iteration 58Q: 3 clusters Score -4676588 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4676662.000000 Penalty: 3437.356934
	Iteration 59Q: 3 clusters Score -4676662 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4676730.000000 Penalty: 3437.356934
	Iteration 60F: 3 clusters Score -4676730 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4676770.000000 Penalty: 3437.356934
	Iteration 61Q: 3 clusters Score -4676770 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4676790.000000 Penalty: 3437.356934
	Iteration 62Q: 3 clusters Score -4676790 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4676822.500000 Penalty: 3437.356934
	Iteration 63Q: 3 clusters Score -4676822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4676846.500000 Penalty: 3437.356934
	Iteration 64Q: 3 clusters Score -4676846 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4676883.500000 Penalty: 3437.356934
	Iteration 65Q: 3 clusters Score -4676884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4676896.000000 Penalty: 3437.356934
	Iteration 66Q: 3 clusters Score -4676896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4676907.500000 Penalty: 3437.356934
	Iteration 67Q: 3 clusters Score -4676908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4676918.500000 Penalty: 3437.356934
	Iteration 68Q: 3 clusters Score -4676918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4676944.500000 Penalty: 3437.356934
	Iteration 69Q: 3 clusters Score -4676944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4676961.500000 Penalty: 3437.356934
	Iteration 70Q: 3 clusters Score -4676962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4676969.000000 Penalty: 3437.356934
	Iteration 71Q: 3 clusters Score -4676969 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4676975.500000 Penalty: 3437.356934
	Iteration 72Q: 3 clusters Score -4676976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4676984.000000 Penalty: 3437.356934
	Iteration 73Q: 3 clusters Score -4676984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4676986.500000 Penalty: 3437.356934
	Iteration 74Q: 3 clusters Score -4676986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4676989.500000 Penalty: 3437.356934
	Iteration 75Q: 3 clusters Score -4676990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4676992.500000 Penalty: 3437.356934
	Iteration 76Q: 3 clusters Score -4676992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4676994.000000 Penalty: 3437.356934
	Iteration 77Q: 3 clusters Score -4676994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4677001.500000 Penalty: 3437.356934
	Iteration 78Q: 3 clusters Score -4677002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4677001.500000 Penalty: 3437.356934
	Iteration 79Q: 3 clusters Score -4677002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4677008.000000 Penalty: 3437.356934
	Iteration 80F: 3 clusters Score -4677008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4677010.000000 Penalty: 3437.356934
	Iteration 81Q: 3 clusters Score -4677010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4677015.000000 Penalty: 3437.356934
	Iteration 82Q: 3 clusters Score -4677015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4677022.500000 Penalty: 3437.356934
	Iteration 83Q: 3 clusters Score -4677022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4677024.500000 Penalty: 3437.356934
	Iteration 84Q: 3 clusters Score -4677024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4677023.500000 Penalty: 3437.356934
	Iteration 85Q: 3 clusters Score -4677024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4677031.500000 Penalty: 3437.356934
	Iteration 86Q: 3 clusters Score -4677032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4677031.500000 Penalty: 3437.356934
	Iteration 87Q: 3 clusters Score -4677032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4677027.500000 Penalty: 3437.356934
	Iteration 88Q: 3 clusters Score -4677028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4677026.500000 Penalty: 3437.356934
	Iteration 89Q: 3 clusters Score -4677026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4677026.000000 Penalty: 3437.356934
	Iteration 90Q: 3 clusters Score -4677026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4677025.500000 Penalty: 3437.356934
	Iteration 91Q: 3 clusters Score -4677026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4677031.500000 Penalty: 3437.356934
	Iteration 92Q: 3 clusters Score -4677032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4677028.500000 Penalty: 3437.356934
	Iteration 93Q: 3 clusters Score -4677028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4677029.500000 Penalty: 3437.356934
	Iteration 94Q: 3 clusters Score -4677030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4677026.500000 Penalty: 3437.356934
	Iteration 95Q: 3 clusters Score -4677026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4677024.500000 Penalty: 3437.356934
	Iteration 96Q: 3 clusters Score -4677024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4677026.000000 Penalty: 3437.356934
	Iteration 97Q: 3 clusters Score -4677026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4677026.000000 Penalty: 3437.356934
	Iteration 98F: 3 clusters Score -4677026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Entering Unmasked Estep 
Score: -654762.750000 Penalty: 1396.188477
	Iteration 0F: 2 clusters Score -654762.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -650520.250000 Penalty: 2792.376953
	Iteration 0F: 3 clusters Score -650520.2 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -651735.562500 Penalty: 2792.376953
	Iteration 1F: 3 clusters Score -651735.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -651892.500000 Penalty: 2792.376953
	Iteration 2F: 3 clusters Score -651892.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -651989.937500 Penalty: 2792.376953
	Iteration 3Q: 3 clusters Score -651989.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -652051.062500 Penalty: 2792.376953
	Iteration 4Q: 3 clusters Score -652051.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -652110.125000 Penalty: 2792.376953
	Iteration 5Q: 3 clusters Score -652110.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -652156.000000 Penalty: 2792.376953
	Iteration 6Q: 3 clusters Score -652156 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -652193.750000 Penalty: 2792.376953
	Iteration 7Q: 3 clusters Score -652193.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -652229.562500 Penalty: 2792.376953
	Iteration 8Q: 3 clusters Score -652229.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -652265.750000 Penalty: 2792.376953
	Iteration 9Q: 3 clusters Score -652265.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -652315.687500 Penalty: 2792.376953
	Iteration 10Q: 3 clusters Score -652315.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -652383.000000 Penalty: 2792.376953
	Iteration 11Q: 3 clusters Score -652383 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -652463.000000 Penalty: 2792.376953
	Iteration 12Q: 3 clusters Score -652463 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -652577.875000 Penalty: 2792.376953
	Iteration 13Q: 3 clusters Score -652577.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -652729.250000 Penalty: 2792.376953
	Iteration 14Q: 3 clusters Score -652729.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -652904.687500 Penalty: 2792.376953
	Iteration 15Q: 3 clusters Score -652904.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -653103.812500 Penalty: 2792.376953
	Iteration 16Q: 3 clusters Score -653103.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -653312.937500 Penalty: 2792.376953
	Iteration 17Q: 3 clusters Score -653312.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -653503.812500 Penalty: 2792.376953
	Iteration 18Q: 3 clusters Score -653503.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -653665.000000 Penalty: 2792.376953
	Iteration 19Q: 3 clusters Score -653665 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -653763.937500 Penalty: 2792.376953
	Iteration 20F: 3 clusters Score -653763.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -653809.187500 Penalty: 2792.376953
	Iteration 21Q: 3 clusters Score -653809.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -653839.875000 Penalty: 2792.376953
	Iteration 22Q: 3 clusters Score -653839.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -653866.687500 Penalty: 2792.376953
	Iteration 23Q: 3 clusters Score -653866.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -653884.062500 Penalty: 2792.376953
	Iteration 24Q: 3 clusters Score -653884.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -653895.187500 Penalty: 2792.376953
	Iteration 25Q: 3 clusters Score -653895.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -653898.812500 Penalty: 2792.376953
	Iteration 26Q: 3 clusters Score -653898.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -653901.125000 Penalty: 2792.376953
	Iteration 27Q: 3 clusters Score -653901.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -653903.437500 Penalty: 2792.376953
	Iteration 28Q: 3 clusters Score -653903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -653904.750000 Penalty: 2792.376953
	Iteration 29Q: 3 clusters Score -653904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -653906.312500 Penalty: 2792.376953
	Iteration 30Q: 3 clusters Score -653906.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -653908.750000 Penalty: 2792.376953
	Iteration 31Q: 3 clusters Score -653908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -653909.937500 Penalty: 2792.376953
	Iteration 32Q: 3 clusters Score -653909.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -653915.375000 Penalty: 2792.376953
	Iteration 33Q: 3 clusters Score -653915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -653915.125000 Penalty: 2792.376953
	Iteration 34Q: 3 clusters Score -653915.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -653915.125000 Penalty: 2792.376953
	Iteration 35F: 3 clusters Score -653915.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -45019.562500 Penalty: 995.616272
	Iteration 0F: 2 clusters Score -45019.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44234.164062 Penalty: 1991.232544
	Iteration 0F: 3 clusters Score -44234.16 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44479.390625 Penalty: 1991.232544
	Iteration 1F: 3 clusters Score -44479.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44533.546875 Penalty: 1991.232544
	Iteration 2F: 3 clusters Score -44533.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44562.765625 Penalty: 1991.232544
	Iteration 3Q: 3 clusters Score -44562.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44583.050781 Penalty: 1991.232544
	Iteration 4Q: 3 clusters Score -44583.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44587.492188 Penalty: 1991.232544
	Iteration 5Q: 3 clusters Score -44587.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44590.425781 Penalty: 1991.232544
	Iteration 6Q: 3 clusters Score -44590.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44595.273438 Penalty: 1991.232544
	Iteration 7Q: 3 clusters Score -44595.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44600.605469 Penalty: 1991.232544
	Iteration 8Q: 3 clusters Score -44600.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44605.625000 Penalty: 1991.232544
	Iteration 9Q: 3 clusters Score -44605.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44610.656250 Penalty: 1991.232544
	Iteration 10Q: 3 clusters Score -44610.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44613.378906 Penalty: 1991.232544
	Iteration 11Q: 3 clusters Score -44613.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44619.753906 Penalty: 1991.232544
	Iteration 12Q: 3 clusters Score -44619.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44621.246094 Penalty: 1991.232544
	Iteration 13Q: 3 clusters Score -44621.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44623.984375 Penalty: 1991.232544
	Iteration 14Q: 3 clusters Score -44623.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -44624.722656 Penalty: 1991.232544
	Iteration 15Q: 3 clusters Score -44624.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44629.945312 Penalty: 1991.232544
	Iteration 16Q: 3 clusters Score -44629.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -44641.804688 Penalty: 1991.232544
	Iteration 17Q: 3 clusters Score -44641.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44656.976562 Penalty: 1991.232544
	Iteration 18Q: 3 clusters Score -44656.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -44667.542969 Penalty: 1991.232544
	Iteration 19Q: 3 clusters Score -44667.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -44671.597656 Penalty: 1991.232544
	Iteration 20F: 3 clusters Score -44671.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -44673.863281 Penalty: 1991.232544
	Iteration 21Q: 3 clusters Score -44673.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -44677.687500 Penalty: 1991.232544
	Iteration 22Q: 3 clusters Score -44677.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -44677.687500 Penalty: 1991.232544
	Iteration 23F: 3 clusters Score -44677.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Entering Unmasked Estep 
Score: -5570890.000000 Penalty: 1734.440552
	Iteration 0F: 2 clusters Score -5570890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -5542069.500000 Penalty: 3468.881104
	Iteration 0F: 3 clusters Score -5542070 nChanged 20206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -5553475.000000 Penalty: 3468.881104
	Iteration 1F: 3 clusters Score -5553475 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -5554239.500000 Penalty: 3468.881104
	Iteration 2Q: 3 clusters Score -5554240 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -5555233.500000 Penalty: 3468.881104
	Iteration 3Q: 3 clusters Score -5555234 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -5556676.000000 Penalty: 3468.881104
	Iteration 4F: 3 clusters Score -5556676 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -5558540.000000 Penalty: 3468.881104
	Iteration 5F: 3 clusters Score -5558540 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -5560812.000000 Penalty: 3468.881104
	Iteration 6F: 3 clusters Score -5560812 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -5562964.500000 Penalty: 3468.881104
	Iteration 7F: 3 clusters Score -5562964 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -5564114.000000 Penalty: 3468.881104
	Iteration 8F: 3 clusters Score -5564114 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -5564620.500000 Penalty: 3468.881104
	Iteration 9Q: 3 clusters Score -5564620 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -5564895.000000 Penalty: 3468.881104
	Iteration 10Q: 3 clusters Score -5564895 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -5565091.000000 Penalty: 3468.881104
	Iteration 11Q: 3 clusters Score -5565091 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -5565297.000000 Penalty: 3468.881104
	Iteration 12Q: 3 clusters Score -5565297 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -5565510.500000 Penalty: 3468.881104
	Iteration 13Q: 3 clusters Score -5565510 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -5565681.500000 Penalty: 3468.881104
	Iteration 14Q: 3 clusters Score -5565682 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -5565800.500000 Penalty: 3468.881104
	Iteration 15Q: 3 clusters Score -5565800 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -5565965.000000 Penalty: 3468.881104
	Iteration 16Q: 3 clusters Score -5565965 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -5566125.000000 Penalty: 3468.881104
	Iteration 17Q: 3 clusters Score -5566125 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -5566235.500000 Penalty: 3468.881104
	Iteration 18Q: 3 clusters Score -5566236 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -5566296.000000 Penalty: 3468.881104
	Iteration 19Q: 3 clusters Score -5566296 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -5566373.000000 Penalty: 3468.881104
	Iteration 20F: 3 clusters Score -5566373 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -5566430.500000 Penalty: 3468.881104
	Iteration 21Q: 3 clusters Score -5566430 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -5566475.500000 Penalty: 3468.881104
	Iteration 22Q: 3 clusters Score -5566476 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -5566519.000000 Penalty: 3468.881104
	Iteration 23Q: 3 clusters Score -5566519 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -5566540.500000 Penalty: 3468.881104
	Iteration 24Q: 3 clusters Score -5566540 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -5566584.500000 Penalty: 3468.881104
	Iteration 25Q: 3 clusters Score -5566584 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -5566606.500000 Penalty: 3468.881104
	Iteration 26Q: 3 clusters Score -5566606 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -5566641.000000 Penalty: 3468.881104
	Iteration 27Q: 3 clusters Score -5566641 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -5566694.000000 Penalty: 3468.881104
	Iteration 28Q: 3 clusters Score -5566694 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -5566717.000000 Penalty: 3468.881104
	Iteration 29Q: 3 clusters Score -5566717 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -5566734.500000 Penalty: 3468.881104
	Iteration 30Q: 3 clusters Score -5566734 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -5566758.000000 Penalty: 3468.881104
	Iteration 31Q: 3 clusters Score -5566758 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -5566790.000000 Penalty: 3468.881104
	Iteration 32Q: 3 clusters Score -5566790 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -5566798.000000 Penalty: 3468.881104
	Iteration 33Q: 3 clusters Score -5566798 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -5566815.000000 Penalty: 3468.881104
	Iteration 34Q: 3 clusters Score -5566815 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -5566823.500000 Penalty: 3468.881104
	Iteration 35Q: 3 clusters Score -5566824 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -5566825.000000 Penalty: 3468.881104
	Iteration 36Q: 3 clusters Score -5566825 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -5566861.000000 Penalty: 3468.881104
	Iteration 37Q: 3 clusters Score -5566861 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -5566889.500000 Penalty: 3468.881104
	Iteration 38Q: 3 clusters Score -5566890 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -5566903.000000 Penalty: 3468.881104
	Iteration 39Q: 3 clusters Score -5566903 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -5566947.000000 Penalty: 3468.881104
	Iteration 40F: 3 clusters Score -5566947 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -5566970.000000 Penalty: 3468.881104
	Iteration 41Q: 3 clusters Score -5566970 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -5566992.500000 Penalty: 3468.881104
	Iteration 42Q: 3 clusters Score -5566992 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -5567047.000000 Penalty: 3468.881104
	Iteration 43Q: 3 clusters Score -5567047 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -5567076.500000 Penalty: 3468.881104
	Iteration 44Q: 3 clusters Score -5567076 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -5567110.500000 Penalty: 3468.881104
	Iteration 45Q: 3 clusters Score -5567110 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -5567149.000000 Penalty: 3468.881104
	Iteration 46Q: 3 clusters Score -5567149 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -5567155.500000 Penalty: 3468.881104
	Iteration 47Q: 3 clusters Score -5567156 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -5567193.000000 Penalty: 3468.881104
	Iteration 48Q: 3 clusters Score -5567193 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -5567243.000000 Penalty: 3468.881104
	Iteration 49Q: 3 clusters Score -5567243 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -5567279.000000 Penalty: 3468.881104
	Iteration 50Q: 3 clusters Score -5567279 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -5567330.000000 Penalty: 3468.881104
	Iteration 51Q: 3 clusters Score -5567330 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -5567382.500000 Penalty: 3468.881104
	Iteration 52Q: 3 clusters Score -5567382 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -5567418.500000 Penalty: 3468.881104
	Iteration 53Q: 3 clusters Score -5567418 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -5567448.000000 Penalty: 3468.881104
	Iteration 54Q: 3 clusters Score -5567448 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -5567499.500000 Penalty: 3468.881104
	Iteration 55Q: 3 clusters Score -5567500 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -5567558.500000 Penalty: 3468.881104
	Iteration 56Q: 3 clusters Score -5567558 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -5567601.000000 Penalty: 3468.881104
	Iteration 57Q: 3 clusters Score -5567601 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -5567670.000000 Penalty: 3468.881104
	Iteration 58Q: 3 clusters Score -5567670 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -5567753.500000 Penalty: 3468.881104
	Iteration 59Q: 3 clusters Score -5567754 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -5567799.500000 Penalty: 3468.881104
	Iteration 60F: 3 clusters Score -5567800 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -5567852.000000 Penalty: 3468.881104
	Iteration 61Q: 3 clusters Score -5567852 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -5567912.500000 Penalty: 3468.881104
	Iteration 62Q: 3 clusters Score -5567912 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -5567960.000000 Penalty: 3468.881104
	Iteration 63Q: 3 clusters Score -5567960 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -5568016.000000 Penalty: 3468.881104
	Iteration 64Q: 3 clusters Score -5568016 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -5568082.500000 Penalty: 3468.881104
	Iteration 65Q: 3 clusters Score -5568082 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -5568146.000000 Penalty: 3468.881104
	Iteration 66Q: 3 clusters Score -5568146 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -5568207.000000 Penalty: 3468.881104
	Iteration 67Q: 3 clusters Score -5568207 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -5568254.500000 Penalty: 3468.881104
	Iteration 68Q: 3 clusters Score -5568254 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -5568324.500000 Penalty: 3468.881104
	Iteration 69Q: 3 clusters Score -5568324 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -5568375.500000 Penalty: 3468.881104
	Iteration 70Q: 3 clusters Score -5568376 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -5568450.000000 Penalty: 3468.881104
	Iteration 71Q: 3 clusters Score -5568450 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -5568512.000000 Penalty: 3468.881104
	Iteration 72Q: 3 clusters Score -5568512 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -5568548.500000 Penalty: 3468.881104
	Iteration 73Q: 3 clusters Score -5568548 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -5568608.000000 Penalty: 3468.881104
	Iteration 74Q: 3 clusters Score -5568608 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -5568652.000000 Penalty: 3468.881104
	Iteration 75Q: 3 clusters Score -5568652 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -5568715.000000 Penalty: 3468.881104
	Iteration 76Q: 3 clusters Score -5568715 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -5568777.000000 Penalty: 3468.881104
	Iteration 77Q: 3 clusters Score -5568777 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5568822.000000 Penalty: 3468.881104
	Iteration 78Q: 3 clusters Score -5568822 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -5568882.000000 Penalty: 3468.881104
	Iteration 79Q: 3 clusters Score -5568882 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -5568946.000000 Penalty: 3468.881104
	Iteration 80F: 3 clusters Score -5568946 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -5568999.000000 Penalty: 3468.881104
	Iteration 81Q: 3 clusters Score -5568999 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -5569034.500000 Penalty: 3468.881104
	Iteration 82Q: 3 clusters Score -5569034 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -5569085.500000 Penalty: 3468.881104
	Iteration 83Q: 3 clusters Score -5569086 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -5569118.000000 Penalty: 3468.881104
	Iteration 84Q: 3 clusters Score -5569118 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -5569152.000000 Penalty: 3468.881104
	Iteration 85Q: 3 clusters Score -5569152 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -5569168.000000 Penalty: 3468.881104
	Iteration 86Q: 3 clusters Score -5569168 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -5569208.500000 Penalty: 3468.881104
	Iteration 87Q: 3 clusters Score -5569208 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -5569223.000000 Penalty: 3468.881104
	Iteration 88Q: 3 clusters Score -5569223 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -5569230.500000 Penalty: 3468.881104
	Iteration 89Q: 3 clusters Score -5569230 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -5569262.000000 Penalty: 3468.881104
	Iteration 90Q: 3 clusters Score -5569262 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -5569277.500000 Penalty: 3468.881104
	Iteration 91Q: 3 clusters Score -5569278 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -5569307.000000 Penalty: 3468.881104
	Iteration 92Q: 3 clusters Score -5569307 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -5569312.000000 Penalty: 3468.881104
	Iteration 93Q: 3 clusters Score -5569312 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -5569333.000000 Penalty: 3468.881104
	Iteration 94Q: 3 clusters Score -5569333 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -5569362.500000 Penalty: 3468.881104
	Iteration 95Q: 3 clusters Score -5569362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -5569371.000000 Penalty: 3468.881104
	Iteration 96Q: 3 clusters Score -5569371 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -5569398.000000 Penalty: 3468.881104
	Iteration 97Q: 3 clusters Score -5569398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -5569409.500000 Penalty: 3468.881104
	Iteration 98Q: 3 clusters Score -5569410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -5569419.000000 Penalty: 3468.881104
	Iteration 99Q: 3 clusters Score -5569419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -5569429.000000 Penalty: 3468.881104
	Iteration 100F: 3 clusters Score -5569429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -5569433.500000 Penalty: 3468.881104
	Iteration 101Q: 3 clusters Score -5569434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -5569427.000000 Penalty: 3468.881104
	Iteration 102Q: 3 clusters Score -5569427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -5569432.500000 Penalty: 3468.881104
	Iteration 103Q: 3 clusters Score -5569432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -5569434.500000 Penalty: 3468.881104
	Iteration 104Q: 3 clusters Score -5569434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -5569431.500000 Penalty: 3468.881104
	Iteration 105Q: 3 clusters Score -5569432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -5569429.500000 Penalty: 3468.881104
	Iteration 106Q: 3 clusters Score -5569430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -5569430.000000 Penalty: 3468.881104
	Iteration 107Q: 3 clusters Score -5569430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -5569437.000000 Penalty: 3468.881104
	Iteration 108Q: 3 clusters Score -5569437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -5569439.000000 Penalty: 3468.881104
	Iteration 109Q: 3 clusters Score -5569439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -5569446.000000 Penalty: 3468.881104
	Iteration 110Q: 3 clusters Score -5569446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -5569455.500000 Penalty: 3468.881104
	Iteration 111Q: 3 clusters Score -5569456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -5569459.000000 Penalty: 3468.881104
	Iteration 112Q: 3 clusters Score -5569459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -5569456.500000 Penalty: 3468.881104
	Iteration 113Q: 3 clusters Score -5569456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -5569452.500000 Penalty: 3468.881104
	Iteration 114Q: 3 clusters Score -5569452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -5569458.500000 Penalty: 3468.881104
	Iteration 115Q: 3 clusters Score -5569458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -5569454.000000 Penalty: 3468.881104
	Iteration 116Q: 3 clusters Score -5569454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -5569456.000000 Penalty: 3468.881104
	Iteration 117Q: 3 clusters Score -5569456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -5569456.000000 Penalty: 3468.881104
	Iteration 118Q: 3 clusters Score -5569456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -5569456.000000 Penalty: 3468.881104
	Iteration 119F: 3 clusters Score -5569456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Entering Unmasked Estep 
Score: -6230797.500000 Penalty: 1755.761230
	Iteration 0F: 2 clusters Score -6230798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -6197724.000000 Penalty: 3511.522461
	Iteration 0F: 3 clusters Score -6197724 nChanged 23206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
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Mstep: Class 1 contains 24560 members 
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Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 24741 members 
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Mstep: Class 1 contains 24427 members 
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Mstep: Class 1 contains 24262 members 
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Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 25247 members 
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	Iteration 6Q: 3 clusters Score -6213806 nChanged 2022
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Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 31324 members 
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	Iteration 12F: 3 clusters Score -6223640 nChanged 2441
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Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 32009 members 
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Mstep: Class 2 contains 32352 members 
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Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 31725 members 
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Mstep: Class 2 contains 31253 members 
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	Iteration 19Q: 3 clusters Score -6228012 nChanged 745
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Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6228358 nChanged 803
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Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 29957 members 
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	Iteration 21Q: 3 clusters Score -6228738 nChanged 764
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Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 29245 members 
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	Iteration 22Q: 3 clusters Score -6229128 nChanged 716
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Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 28565 members 
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	Iteration 23Q: 3 clusters Score -6229436 nChanged 698
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Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6229734 nChanged 643
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Mstep: Class 2 contains 27248 members 
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Mstep: Class 2 contains 26668 members 
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	Iteration 29Q: 3 clusters Score -6230531 nChanged 332
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	Iteration 30Q: 3 clusters Score -6230636 nChanged 282
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	Iteration 35Q: 3 clusters Score -6230796 nChanged 112
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	Iteration 36Q: 3 clusters Score -6230813 nChanged 80
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	Iteration 37Q: 3 clusters Score -6230814 nChanged 69
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	Iteration 38Q: 3 clusters Score -6230820 nChanged 67
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	Iteration 39Q: 3 clusters Score -6230818 nChanged 52
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	Iteration 40F: 3 clusters Score -6230828 nChanged 47
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Mstep: Class 1 contains 25726 members 
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	Iteration 41Q: 3 clusters Score -6230828 nChanged 37
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	Iteration 42Q: 3 clusters Score -6230831 nChanged 28
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	Iteration 44Q: 3 clusters Score -6230848 nChanged 27
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Mstep: Class 1 contains 25843 members 
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	Iteration 45Q: 3 clusters Score -6230856 nChanged 32
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	Iteration 46Q: 3 clusters Score -6230848 nChanged 23
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	Iteration 47Q: 3 clusters Score -6230859 nChanged 25
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	Iteration 48Q: 3 clusters Score -6230856 nChanged 28
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	Iteration 49Q: 3 clusters Score -6230844 nChanged 22
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	Iteration 50Q: 3 clusters Score -6230848 nChanged 23
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	Iteration 51Q: 3 clusters Score -6230844 nChanged 27
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	Iteration 52Q: 3 clusters Score -6230848 nChanged 26
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	Iteration 53Q: 3 clusters Score -6230843 nChanged 24
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6230842 nChanged 21
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	Iteration 55Q: 3 clusters Score -6230848 nChanged 18
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	Iteration 56Q: 3 clusters Score -6230840 nChanged 16
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	Iteration 57Q: 3 clusters Score -6230843 nChanged 13
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	Iteration 58Q: 3 clusters Score -6230844 nChanged 9
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	Iteration 59Q: 3 clusters Score -6230840 nChanged 12
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Mstep: Class 1 contains 26160 members 
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	Iteration 60F: 3 clusters Score -6230838 nChanged 7
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	Iteration 61Q: 3 clusters Score -6230853 nChanged 5
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Mstep: Class 1 contains 26172 members 
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	Iteration 62Q: 3 clusters Score -6230844 nChanged 6
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	Iteration 63Q: 3 clusters Score -6230844 nChanged 9
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Mstep: Class 1 contains 26187 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6230846 nChanged 12
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	Iteration 65Q: 3 clusters Score -6230838 nChanged 8
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	Iteration 66Q: 3 clusters Score -6230834 nChanged 12
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	Iteration 67Q: 3 clusters Score -6230836 nChanged 12
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6230833 nChanged 8
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	Iteration 69Q: 3 clusters Score -6230838 nChanged 10
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	Iteration 70Q: 3 clusters Score -6230836 nChanged 15
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	Iteration 71Q: 3 clusters Score -6230839 nChanged 15
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	Iteration 72Q: 3 clusters Score -6230842 nChanged 10
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	Iteration 73Q: 3 clusters Score -6230837 nChanged 7
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	Iteration 74Q: 3 clusters Score -6230843 nChanged 7
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	Iteration 75Q: 3 clusters Score -6230834 nChanged 10
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	Iteration 76Q: 3 clusters Score -6230847 nChanged 8
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	Iteration 77Q: 3 clusters Score -6230834 nChanged 6
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	Iteration 78Q: 3 clusters Score -6230837 nChanged 6
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	Iteration 79Q: 3 clusters Score -6230837 nChanged 5
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	Iteration 80F: 3 clusters Score -6230840 nChanged 6
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	Iteration 81Q: 3 clusters Score -6230836 nChanged 9
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	Iteration 82Q: 3 clusters Score -6230848 nChanged 12
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	Iteration 83Q: 3 clusters Score -6230856 nChanged 25
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	Iteration 84Q: 3 clusters Score -6230855 nChanged 22
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	Iteration 85Q: 3 clusters Score -6230844 nChanged 21
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	Iteration 86Q: 3 clusters Score -6230855 nChanged 21
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	Iteration 87Q: 3 clusters Score -6230854 nChanged 22
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	Iteration 88Q: 3 clusters Score -6230844 nChanged 20
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	Iteration 89Q: 3 clusters Score -6230844 nChanged 22
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	Iteration 90Q: 3 clusters Score -6230842 nChanged 25
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	Iteration 91Q: 3 clusters Score -6230854 nChanged 21
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	Iteration 92Q: 3 clusters Score -6230862 nChanged 20
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	Iteration 93Q: 3 clusters Score -6230852 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -6230864.500000 Penalty: 3511.522461
	Iteration 94Q: 3 clusters Score -6230864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -6230865.500000 Penalty: 3511.522461
	Iteration 95Q: 3 clusters Score -6230866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -6230866.000000 Penalty: 3511.522461
	Iteration 96Q: 3 clusters Score -6230866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -6230872.500000 Penalty: 3511.522461
	Iteration 97Q: 3 clusters Score -6230872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -6230869.500000 Penalty: 3511.522461
	Iteration 98Q: 3 clusters Score -6230870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -6230865.000000 Penalty: 3511.522461
	Iteration 99Q: 3 clusters Score -6230865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -6230870.500000 Penalty: 3511.522461
	Iteration 100F: 3 clusters Score -6230870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -6230860.000000 Penalty: 3511.522461
	Iteration 101Q: 3 clusters Score -6230860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -6230863.500000 Penalty: 3511.522461
	Iteration 102Q: 3 clusters Score -6230864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -6230863.500000 Penalty: 3511.522461
	Iteration 103Q: 3 clusters Score -6230864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -6230865.000000 Penalty: 3511.522461
	Iteration 104Q: 3 clusters Score -6230865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -6230864.000000 Penalty: 3511.522461
	Iteration 105Q: 3 clusters Score -6230864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -6230863.000000 Penalty: 3511.522461
	Iteration 106Q: 3 clusters Score -6230863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -6230865.000000 Penalty: 3511.522461
	Iteration 107Q: 3 clusters Score -6230865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -6230869.000000 Penalty: 3511.522461
	Iteration 108Q: 3 clusters Score -6230869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -6230864.500000 Penalty: 3511.522461
	Iteration 109Q: 3 clusters Score -6230864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -6230864.500000 Penalty: 3511.522461
	Iteration 110Q: 3 clusters Score -6230864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -6230864.000000 Penalty: 3511.522461
	Iteration 111Q: 3 clusters Score -6230864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -6230864.000000 Penalty: 3511.522461
	Iteration 112F: 3 clusters Score -6230864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 129017 members 
Mstep: Class 3 contains 18313 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 5 contains 95243 members 
Mstep: Class 6 contains 8199 members 
Mstep: Class 7 contains 4258 members 
Mstep: Class 8 contains 3870 members 
Mstep: Class 9 contains 80896 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 58000 members 
Mstep: Class 12 contains 119624 members 
Mstep: Class 13 contains 52754 members 
Mstep: Class 14 contains 4987 members 
Mstep: Class 15 contains 10107 members 
Mstep: Class 16 contains 6785 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 5951 members 
Mstep: Class 19 contains 22388 members 
Mstep: Class 20 contains 39202 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 43195 members 
Mstep: Class 24 contains 26691 members 
Mstep: Class 25 contains 5331 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5499 members 
Mstep: Class 28 contains 17202 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3334 members 
Mstep: Class 32 contains 2672 members 
Mstep: Class 33 contains 3823 members 
Mstep: Class 34 contains 261 members 
Mstep: Class 35 contains 22560 members 
Entering Unmasked Estep 
Score: -108923736.000000 Penalty: 77880.085938
Splitting cluster 24 changes total score from -108924528.000000 to -108923736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Entering Unmasked Estep 
Score: -667243.312500 Penalty: 1394.460327
	Iteration 0F: 2 clusters Score -667243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -663053.625000 Penalty: 2788.920654
	Iteration 0F: 3 clusters Score -663053.6 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -664311.562500 Penalty: 2788.920654
	Iteration 1F: 3 clusters Score -664311.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -664504.062500 Penalty: 2788.920654
	Iteration 2F: 3 clusters Score -664504.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -664636.687500 Penalty: 2788.920654
	Iteration 3F: 3 clusters Score -664636.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -664735.187500 Penalty: 2788.920654
	Iteration 4Q: 3 clusters Score -664735.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -664803.687500 Penalty: 2788.920654
	Iteration 5Q: 3 clusters Score -664803.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -664881.687500 Penalty: 2788.920654
	Iteration 6Q: 3 clusters Score -664881.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -664959.187500 Penalty: 2788.920654
	Iteration 7Q: 3 clusters Score -664959.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -665049.937500 Penalty: 2788.920654
	Iteration 8Q: 3 clusters Score -665049.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -665148.937500 Penalty: 2788.920654
	Iteration 9Q: 3 clusters Score -665148.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -665259.562500 Penalty: 2788.920654
	Iteration 10Q: 3 clusters Score -665259.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -665361.937500 Penalty: 2788.920654
	Iteration 11Q: 3 clusters Score -665361.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -665451.375000 Penalty: 2788.920654
	Iteration 12Q: 3 clusters Score -665451.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -665545.625000 Penalty: 2788.920654
	Iteration 13Q: 3 clusters Score -665545.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -665626.000000 Penalty: 2788.920654
	Iteration 14Q: 3 clusters Score -665626 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -665693.500000 Penalty: 2788.920654
	Iteration 15Q: 3 clusters Score -665693.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -665757.000000 Penalty: 2788.920654
	Iteration 16Q: 3 clusters Score -665757 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -665819.687500 Penalty: 2788.920654
	Iteration 17Q: 3 clusters Score -665819.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -665868.562500 Penalty: 2788.920654
	Iteration 18Q: 3 clusters Score -665868.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -665908.937500 Penalty: 2788.920654
	Iteration 19Q: 3 clusters Score -665908.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -665953.500000 Penalty: 2788.920654
	Iteration 20F: 3 clusters Score -665953.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -666005.000000 Penalty: 2788.920654
	Iteration 21Q: 3 clusters Score -666005 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -666051.750000 Penalty: 2788.920654
	Iteration 22Q: 3 clusters Score -666051.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -666092.562500 Penalty: 2788.920654
	Iteration 23Q: 3 clusters Score -666092.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -666124.250000 Penalty: 2788.920654
	Iteration 24Q: 3 clusters Score -666124.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -666154.687500 Penalty: 2788.920654
	Iteration 25Q: 3 clusters Score -666154.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -666178.562500 Penalty: 2788.920654
	Iteration 26Q: 3 clusters Score -666178.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -666203.000000 Penalty: 2788.920654
	Iteration 27Q: 3 clusters Score -666203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -666224.062500 Penalty: 2788.920654
	Iteration 28Q: 3 clusters Score -666224.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -666240.187500 Penalty: 2788.920654
	Iteration 29Q: 3 clusters Score -666240.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -666248.812500 Penalty: 2788.920654
	Iteration 30Q: 3 clusters Score -666248.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -666251.687500 Penalty: 2788.920654
	Iteration 31Q: 3 clusters Score -666251.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -666254.375000 Penalty: 2788.920654
	Iteration 32Q: 3 clusters Score -666254.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -666257.187500 Penalty: 2788.920654
	Iteration 33Q: 3 clusters Score -666257.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -666259.562500 Penalty: 2788.920654
	Iteration 34Q: 3 clusters Score -666259.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -666261.687500 Penalty: 2788.920654
	Iteration 35Q: 3 clusters Score -666261.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -666262.125000 Penalty: 2788.920654
	Iteration 36Q: 3 clusters Score -666262.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -666263.687500 Penalty: 2788.920654
	Iteration 37Q: 3 clusters Score -666263.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -666264.562500 Penalty: 2788.920654
	Iteration 38Q: 3 clusters Score -666264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -666265.312500 Penalty: 2788.920654
	Iteration 39Q: 3 clusters Score -666265.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -666267.187500 Penalty: 2788.920654
	Iteration 40F: 3 clusters Score -666267.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -666267.250000 Penalty: 2788.920654
	Iteration 41Q: 3 clusters Score -666267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -666266.937500 Penalty: 2788.920654
	Iteration 42Q: 3 clusters Score -666266.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -666266.937500 Penalty: 2788.920654
	Iteration 43F: 3 clusters Score -666266.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -18434.318359 Penalty: 853.494446
	Iteration 0F: 2 clusters Score -18434.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17881.828125 Penalty: 1706.988892
	Iteration 0F: 3 clusters Score -17881.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17973.091797 Penalty: 1706.988892
	Iteration 1F: 3 clusters Score -17973.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -17996.126953 Penalty: 1706.988892
	Iteration 2Q: 3 clusters Score -17996.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -18012.728516 Penalty: 1706.988892
	Iteration 3Q: 3 clusters Score -18012.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -18025.423828 Penalty: 1706.988892
	Iteration 4Q: 3 clusters Score -18025.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -18028.017578 Penalty: 1706.988892
	Iteration 5Q: 3 clusters Score -18028.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -18028.017578 Penalty: 1706.988892
	Iteration 6F: 3 clusters Score -18028.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Entering Unmasked Estep 
Score: -696398.312500 Penalty: 1399.502319
	Iteration 0F: 2 clusters Score -696398.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -692047.250000 Penalty: 2799.004639
	Iteration 0F: 3 clusters Score -692047.2 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -693494.750000 Penalty: 2799.004639
	Iteration 1F: 3 clusters Score -693494.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -693980.500000 Penalty: 2799.004639
	Iteration 2F: 3 clusters Score -693980.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -694368.937500 Penalty: 2799.004639
	Iteration 3F: 3 clusters Score -694368.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -694644.000000 Penalty: 2799.004639
	Iteration 4F: 3 clusters Score -694644 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -694830.000000 Penalty: 2799.004639
	Iteration 5F: 3 clusters Score -694830 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -694948.500000 Penalty: 2799.004639
	Iteration 6Q: 3 clusters Score -694948.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -695030.437500 Penalty: 2799.004639
	Iteration 7Q: 3 clusters Score -695030.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -695101.250000 Penalty: 2799.004639
	Iteration 8Q: 3 clusters Score -695101.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -695153.187500 Penalty: 2799.004639
	Iteration 9Q: 3 clusters Score -695153.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -695189.812500 Penalty: 2799.004639
	Iteration 10Q: 3 clusters Score -695189.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -695219.750000 Penalty: 2799.004639
	Iteration 11Q: 3 clusters Score -695219.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -695262.937500 Penalty: 2799.004639
	Iteration 12Q: 3 clusters Score -695262.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -695303.562500 Penalty: 2799.004639
	Iteration 13Q: 3 clusters Score -695303.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -695339.500000 Penalty: 2799.004639
	Iteration 14Q: 3 clusters Score -695339.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -695376.625000 Penalty: 2799.004639
	Iteration 15Q: 3 clusters Score -695376.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -695415.750000 Penalty: 2799.004639
	Iteration 16Q: 3 clusters Score -695415.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -695456.375000 Penalty: 2799.004639
	Iteration 17Q: 3 clusters Score -695456.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -695484.375000 Penalty: 2799.004639
	Iteration 18Q: 3 clusters Score -695484.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -695510.562500 Penalty: 2799.004639
	Iteration 19Q: 3 clusters Score -695510.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -695539.625000 Penalty: 2799.004639
	Iteration 20F: 3 clusters Score -695539.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -695570.375000 Penalty: 2799.004639
	Iteration 21Q: 3 clusters Score -695570.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -695593.687500 Penalty: 2799.004639
	Iteration 22Q: 3 clusters Score -695593.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -695612.687500 Penalty: 2799.004639
	Iteration 23Q: 3 clusters Score -695612.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -695635.312500 Penalty: 2799.004639
	Iteration 24Q: 3 clusters Score -695635.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -695661.375000 Penalty: 2799.004639
	Iteration 25Q: 3 clusters Score -695661.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -695673.750000 Penalty: 2799.004639
	Iteration 26Q: 3 clusters Score -695673.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -695682.500000 Penalty: 2799.004639
	Iteration 27Q: 3 clusters Score -695682.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -695688.687500 Penalty: 2799.004639
	Iteration 28Q: 3 clusters Score -695688.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -695696.812500 Penalty: 2799.004639
	Iteration 29Q: 3 clusters Score -695696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -695702.875000 Penalty: 2799.004639
	Iteration 30Q: 3 clusters Score -695702.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -695707.437500 Penalty: 2799.004639
	Iteration 31Q: 3 clusters Score -695707.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -695717.000000 Penalty: 2799.004639
	Iteration 32Q: 3 clusters Score -695717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -695725.937500 Penalty: 2799.004639
	Iteration 33Q: 3 clusters Score -695725.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -695731.812500 Penalty: 2799.004639
	Iteration 34Q: 3 clusters Score -695731.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -695739.437500 Penalty: 2799.004639
	Iteration 35Q: 3 clusters Score -695739.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -695745.062500 Penalty: 2799.004639
	Iteration 36Q: 3 clusters Score -695745.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -695754.437500 Penalty: 2799.004639
	Iteration 37Q: 3 clusters Score -695754.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -695757.750000 Penalty: 2799.004639
	Iteration 38Q: 3 clusters Score -695757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -695760.875000 Penalty: 2799.004639
	Iteration 39Q: 3 clusters Score -695760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -695762.500000 Penalty: 2799.004639
	Iteration 40F: 3 clusters Score -695762.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -695766.937500 Penalty: 2799.004639
	Iteration 41Q: 3 clusters Score -695766.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -695770.812500 Penalty: 2799.004639
	Iteration 42Q: 3 clusters Score -695770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -695774.750000 Penalty: 2799.004639
	Iteration 43Q: 3 clusters Score -695774.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -695777.687500 Penalty: 2799.004639
	Iteration 44Q: 3 clusters Score -695777.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -695780.187500 Penalty: 2799.004639
	Iteration 45Q: 3 clusters Score -695780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -695780.750000 Penalty: 2799.004639
	Iteration 46Q: 3 clusters Score -695780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -695785.937500 Penalty: 2799.004639
	Iteration 47Q: 3 clusters Score -695785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -695786.500000 Penalty: 2799.004639
	Iteration 48Q: 3 clusters Score -695786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -695789.687500 Penalty: 2799.004639
	Iteration 49Q: 3 clusters Score -695789.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -695791.562500 Penalty: 2799.004639
	Iteration 50Q: 3 clusters Score -695791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -695794.250000 Penalty: 2799.004639
	Iteration 51Q: 3 clusters Score -695794.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -695797.812500 Penalty: 2799.004639
	Iteration 52Q: 3 clusters Score -695797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -695798.125000 Penalty: 2799.004639
	Iteration 53Q: 3 clusters Score -695798.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -695798.125000 Penalty: 2799.004639
	Iteration 54F: 3 clusters Score -695798.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Entering Unmasked Estep 
Score: -2185123.750000 Penalty: 1584.826904
	Iteration 0F: 2 clusters Score -2185124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2173343.500000 Penalty: 3169.653809
	Iteration 0F: 3 clusters Score -2173344 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2177491.750000 Penalty: 3169.653809
	Iteration 1F: 3 clusters Score -2177492 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2177809.500000 Penalty: 3169.653809
	Iteration 2F: 3 clusters Score -2177810 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2178064.250000 Penalty: 3169.653809
	Iteration 3Q: 3 clusters Score -2178064 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2178265.000000 Penalty: 3169.653809
	Iteration 4Q: 3 clusters Score -2178265 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2178475.250000 Penalty: 3169.653809
	Iteration 5Q: 3 clusters Score -2178475 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2178699.750000 Penalty: 3169.653809
	Iteration 6Q: 3 clusters Score -2178700 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2179017.500000 Penalty: 3169.653809
	Iteration 7Q: 3 clusters Score -2179018 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2179429.750000 Penalty: 3169.653809
	Iteration 8Q: 3 clusters Score -2179430 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2180042.250000 Penalty: 3169.653809
	Iteration 9F: 3 clusters Score -2180042 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2180771.750000 Penalty: 3169.653809
	Iteration 10F: 3 clusters Score -2180772 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2181526.000000 Penalty: 3169.653809
	Iteration 11F: 3 clusters Score -2181526 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2182222.500000 Penalty: 3169.653809
	Iteration 12Q: 3 clusters Score -2182222 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2182800.000000 Penalty: 3169.653809
	Iteration 13Q: 3 clusters Score -2182800 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2183186.250000 Penalty: 3169.653809
	Iteration 14Q: 3 clusters Score -2183186 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2183390.250000 Penalty: 3169.653809
	Iteration 15Q: 3 clusters Score -2183390 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2183491.000000 Penalty: 3169.653809
	Iteration 16Q: 3 clusters Score -2183491 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2183571.000000 Penalty: 3169.653809
	Iteration 17Q: 3 clusters Score -2183571 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2183611.000000 Penalty: 3169.653809
	Iteration 18Q: 3 clusters Score -2183611 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2183644.250000 Penalty: 3169.653809
	Iteration 19Q: 3 clusters Score -2183644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2183678.250000 Penalty: 3169.653809
	Iteration 20F: 3 clusters Score -2183678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2183702.750000 Penalty: 3169.653809
	Iteration 21Q: 3 clusters Score -2183703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2183724.750000 Penalty: 3169.653809
	Iteration 22Q: 3 clusters Score -2183725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2183742.500000 Penalty: 3169.653809
	Iteration 23Q: 3 clusters Score -2183742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2183751.750000 Penalty: 3169.653809
	Iteration 24Q: 3 clusters Score -2183752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2183754.750000 Penalty: 3169.653809
	Iteration 25Q: 3 clusters Score -2183755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2183760.000000 Penalty: 3169.653809
	Iteration 26Q: 3 clusters Score -2183760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2183761.000000 Penalty: 3169.653809
	Iteration 27Q: 3 clusters Score -2183761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2183763.500000 Penalty: 3169.653809
	Iteration 28Q: 3 clusters Score -2183764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2183763.500000 Penalty: 3169.653809
	Iteration 29F: 3 clusters Score -2183764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -295661.593750 Penalty: 1268.918457
	Iteration 0F: 2 clusters Score -295661.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -293281.125000 Penalty: 2537.836914
	Iteration 0F: 3 clusters Score -293281.1 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -293914.656250 Penalty: 2537.836914
	Iteration 1F: 3 clusters Score -293914.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -294075.000000 Penalty: 2537.836914
	Iteration 2F: 3 clusters Score -294075 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -294158.250000 Penalty: 2537.836914
	Iteration 3F: 3 clusters Score -294158.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -294219.531250 Penalty: 2537.836914
	Iteration 4Q: 3 clusters Score -294219.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -294283.343750 Penalty: 2537.836914
	Iteration 5Q: 3 clusters Score -294283.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -294347.968750 Penalty: 2537.836914
	Iteration 6Q: 3 clusters Score -294348 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -294421.718750 Penalty: 2537.836914
	Iteration 7Q: 3 clusters Score -294421.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -294484.937500 Penalty: 2537.836914
	Iteration 8Q: 3 clusters Score -294484.9 nChanged 74
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: -294538.625000 Penalty: 2537.836914
	Iteration 9Q: 3 clusters Score -294538.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -294593.781250 Penalty: 2537.836914
	Iteration 10Q: 3 clusters Score -294593.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -294653.000000 Penalty: 2537.836914
	Iteration 11Q: 3 clusters Score -294653 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -294704.125000 Penalty: 2537.836914
	Iteration 12Q: 3 clusters Score -294704.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -294757.125000 Penalty: 2537.836914
	Iteration 13Q: 3 clusters Score -294757.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -294804.250000 Penalty: 2537.836914
	Iteration 14Q: 3 clusters Score -294804.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -294830.062500 Penalty: 2537.836914
	Iteration 15Q: 3 clusters Score -294830.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -294844.281250 Penalty: 2537.836914
	Iteration 16Q: 3 clusters Score -294844.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -294853.593750 Penalty: 2537.836914
	Iteration 17Q: 3 clusters Score -294853.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -294865.718750 Penalty: 2537.836914
	Iteration 18Q: 3 clusters Score -294865.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -294873.375000 Penalty: 2537.836914
	Iteration 19Q: 3 clusters Score -294873.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -294879.406250 Penalty: 2537.836914
	Iteration 20F: 3 clusters Score -294879.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -294883.718750 Penalty: 2537.836914
	Iteration 21Q: 3 clusters Score -294883.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -294888.250000 Penalty: 2537.836914
	Iteration 22Q: 3 clusters Score -294888.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -294894.218750 Penalty: 2537.836914
	Iteration 23Q: 3 clusters Score -294894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -294898.250000 Penalty: 2537.836914
	Iteration 24Q: 3 clusters Score -294898.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -294903.250000 Penalty: 2537.836914
	Iteration 25Q: 3 clusters Score -294903.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -294907.218750 Penalty: 2537.836914
	Iteration 26Q: 3 clusters Score -294907.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -294910.187500 Penalty: 2537.836914
	Iteration 27Q: 3 clusters Score -294910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -294911.875000 Penalty: 2537.836914
	Iteration 28Q: 3 clusters Score -294911.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -294916.156250 Penalty: 2537.836914
	Iteration 29Q: 3 clusters Score -294916.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -294922.343750 Penalty: 2537.836914
	Iteration 30Q: 3 clusters Score -294922.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -294924.750000 Penalty: 2537.836914
	Iteration 31Q: 3 clusters Score -294924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -294926.156250 Penalty: 2537.836914
	Iteration 32Q: 3 clusters Score -294926.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -294926.875000 Penalty: 2537.836914
	Iteration 33Q: 3 clusters Score -294926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -294927.437500 Penalty: 2537.836914
	Iteration 34Q: 3 clusters Score -294927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -294928.718750 Penalty: 2537.836914
	Iteration 35Q: 3 clusters Score -294928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -294930.718750 Penalty: 2537.836914
	Iteration 36Q: 3 clusters Score -294930.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -294930.718750 Penalty: 2537.836914
	Iteration 37F: 3 clusters Score -294930.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -40216.496094 Penalty: 958.287476
	Iteration 0F: 2 clusters Score -40216.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39310.828125 Penalty: 1916.574951
	Iteration 0F: 3 clusters Score -39310.83 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39478.210938 Penalty: 1916.574951
	Iteration 1F: 3 clusters Score -39478.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39533.160156 Penalty: 1916.574951
	Iteration 2F: 3 clusters Score -39533.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39548.429688 Penalty: 1916.574951
	Iteration 3Q: 3 clusters Score -39548.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39554.621094 Penalty: 1916.574951
	Iteration 4Q: 3 clusters Score -39554.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39558.335938 Penalty: 1916.574951
	Iteration 5Q: 3 clusters Score -39558.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -39563.085938 Penalty: 1916.574951
	Iteration 6Q: 3 clusters Score -39563.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39565.230469 Penalty: 1916.574951
	Iteration 7Q: 3 clusters Score -39565.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39569.273438 Penalty: 1916.574951
	Iteration 8Q: 3 clusters Score -39569.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39573.078125 Penalty: 1916.574951
	Iteration 9Q: 3 clusters Score -39573.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39573.078125 Penalty: 1916.574951
	Iteration 10F: 3 clusters Score -39573.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Entering Unmasked Estep 
Score: -365873.093750 Penalty: 1318.188354
	Iteration 0F: 2 clusters Score -365873.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -362989.687500 Penalty: 2636.376709
	Iteration 0F: 3 clusters Score -362989.7 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -363933.343750 Penalty: 2636.376709
	Iteration 1F: 3 clusters Score -363933.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -364332.250000 Penalty: 2636.376709
	Iteration 2F: 3 clusters Score -364332.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -364738.062500 Penalty: 2636.376709
	Iteration 3F: 3 clusters Score -364738.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -365038.156250 Penalty: 2636.376709
	Iteration 4F: 3 clusters Score -365038.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -365203.500000 Penalty: 2636.376709
	Iteration 5F: 3 clusters Score -365203.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -365342.968750 Penalty: 2636.376709
	Iteration 6Q: 3 clusters Score -365343 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -365414.500000 Penalty: 2636.376709
	Iteration 7Q: 3 clusters Score -365414.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -365450.281250 Penalty: 2636.376709
	Iteration 8Q: 3 clusters Score -365450.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -365473.750000 Penalty: 2636.376709
	Iteration 9Q: 3 clusters Score -365473.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -365491.375000 Penalty: 2636.376709
	Iteration 10Q: 3 clusters Score -365491.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -365507.531250 Penalty: 2636.376709
	Iteration 11Q: 3 clusters Score -365507.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -365525.812500 Penalty: 2636.376709
	Iteration 12Q: 3 clusters Score -365525.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -365536.781250 Penalty: 2636.376709
	Iteration 13Q: 3 clusters Score -365536.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -365547.906250 Penalty: 2636.376709
	Iteration 14Q: 3 clusters Score -365547.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -365554.593750 Penalty: 2636.376709
	Iteration 15Q: 3 clusters Score -365554.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -365559.593750 Penalty: 2636.376709
	Iteration 16Q: 3 clusters Score -365559.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -365563.156250 Penalty: 2636.376709
	Iteration 17Q: 3 clusters Score -365563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -365564.812500 Penalty: 2636.376709
	Iteration 18Q: 3 clusters Score -365564.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -365565.656250 Penalty: 2636.376709
	Iteration 19Q: 3 clusters Score -365565.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -365566.187500 Penalty: 2636.376709
	Iteration 20F: 3 clusters Score -365566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -365567.593750 Penalty: 2636.376709
	Iteration 21Q: 3 clusters Score -365567.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -365567.593750 Penalty: 2636.376709
	Iteration 22F: 3 clusters Score -365567.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Entering Unmasked Estep 
Score: -350879.312500 Penalty: 1282.219727
	Iteration 0F: 2 clusters Score -350879.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -348389.375000 Penalty: 2564.439453
	Iteration 0F: 3 clusters Score -348389.4 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -348925.593750 Penalty: 2564.439453
	Iteration 1F: 3 clusters Score -348925.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -349065.843750 Penalty: 2564.439453
	Iteration 2F: 3 clusters Score -349065.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -349135.031250 Penalty: 2564.439453
	Iteration 3Q: 3 clusters Score -349135 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -349180.187500 Penalty: 2564.439453
	Iteration 4Q: 3 clusters Score -349180.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -349205.656250 Penalty: 2564.439453
	Iteration 5Q: 3 clusters Score -349205.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -349230.406250 Penalty: 2564.439453
	Iteration 6Q: 3 clusters Score -349230.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -349252.031250 Penalty: 2564.439453
	Iteration 7Q: 3 clusters Score -349252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -349273.625000 Penalty: 2564.439453
	Iteration 8Q: 3 clusters Score -349273.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -349287.593750 Penalty: 2564.439453
	Iteration 9Q: 3 clusters Score -349287.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -349298.968750 Penalty: 2564.439453
	Iteration 10Q: 3 clusters Score -349299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -349306.468750 Penalty: 2564.439453
	Iteration 11Q: 3 clusters Score -349306.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -349311.625000 Penalty: 2564.439453
	Iteration 12Q: 3 clusters Score -349311.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -349317.531250 Penalty: 2564.439453
	Iteration 13Q: 3 clusters Score -349317.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -349321.500000 Penalty: 2564.439453
	Iteration 14Q: 3 clusters Score -349321.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -349325.312500 Penalty: 2564.439453
	Iteration 15Q: 3 clusters Score -349325.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -349327.750000 Penalty: 2564.439453
	Iteration 16Q: 3 clusters Score -349327.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -349329.906250 Penalty: 2564.439453
	Iteration 17Q: 3 clusters Score -349329.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -349331.218750 Penalty: 2564.439453
	Iteration 18Q: 3 clusters Score -349331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -349332.125000 Penalty: 2564.439453
	Iteration 19Q: 3 clusters Score -349332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -349333.500000 Penalty: 2564.439453
	Iteration 20F: 3 clusters Score -349333.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -349334.156250 Penalty: 2564.439453
	Iteration 21Q: 3 clusters Score -349334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -349335.500000 Penalty: 2564.439453
	Iteration 22Q: 3 clusters Score -349335.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -349336.062500 Penalty: 2564.439453
	Iteration 23Q: 3 clusters Score -349336.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -349337.375000 Penalty: 2564.439453
	Iteration 24Q: 3 clusters Score -349337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -349338.468750 Penalty: 2564.439453
	Iteration 25Q: 3 clusters Score -349338.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -349339.125000 Penalty: 2564.439453
	Iteration 26Q: 3 clusters Score -349339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -349341.093750 Penalty: 2564.439453
	Iteration 27Q: 3 clusters Score -349341.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -349342.968750 Penalty: 2564.439453
	Iteration 28Q: 3 clusters Score -349343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -349344.656250 Penalty: 2564.439453
	Iteration 29Q: 3 clusters Score -349344.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -349345.125000 Penalty: 2564.439453
	Iteration 30Q: 3 clusters Score -349345.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -349346.218750 Penalty: 2564.439453
	Iteration 31Q: 3 clusters Score -349346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -349347.750000 Penalty: 2564.439453
	Iteration 32Q: 3 clusters Score -349347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -349348.781250 Penalty: 2564.439453
	Iteration 33Q: 3 clusters Score -349348.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -349350.125000 Penalty: 2564.439453
	Iteration 34Q: 3 clusters Score -349350.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -349350.125000 Penalty: 2564.439453
	Iteration 35F: 3 clusters Score -349350.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Entering Unmasked Estep 
Score: -447719.031250 Penalty: 1340.428467
	Iteration 0F: 2 clusters Score -447719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -444449.437500 Penalty: 2680.856934
	Iteration 0F: 3 clusters Score -444449.4 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -445312.468750 Penalty: 2680.856934
	Iteration 1F: 3 clusters Score -445312.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -445463.437500 Penalty: 2680.856934
	Iteration 2F: 3 clusters Score -445463.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -445560.687500 Penalty: 2680.856934
	Iteration 3F: 3 clusters Score -445560.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -445636.031250 Penalty: 2680.856934
	Iteration 4Q: 3 clusters Score -445636 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -445691.843750 Penalty: 2680.856934
	Iteration 5Q: 3 clusters Score -445691.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -445743.187500 Penalty: 2680.856934
	Iteration 6Q: 3 clusters Score -445743.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -445800.562500 Penalty: 2680.856934
	Iteration 7Q: 3 clusters Score -445800.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -445855.531250 Penalty: 2680.856934
	Iteration 8Q: 3 clusters Score -445855.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -445905.625000 Penalty: 2680.856934
	Iteration 9Q: 3 clusters Score -445905.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -445953.750000 Penalty: 2680.856934
	Iteration 10Q: 3 clusters Score -445953.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -445998.781250 Penalty: 2680.856934
	Iteration 11Q: 3 clusters Score -445998.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -446036.187500 Penalty: 2680.856934
	Iteration 12Q: 3 clusters Score -446036.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -446073.625000 Penalty: 2680.856934
	Iteration 13Q: 3 clusters Score -446073.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -446120.687500 Penalty: 2680.856934
	Iteration 14Q: 3 clusters Score -446120.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -446153.406250 Penalty: 2680.856934
	Iteration 15Q: 3 clusters Score -446153.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -446176.656250 Penalty: 2680.856934
	Iteration 16Q: 3 clusters Score -446176.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -446195.687500 Penalty: 2680.856934
	Iteration 17Q: 3 clusters Score -446195.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -446212.250000 Penalty: 2680.856934
	Iteration 18Q: 3 clusters Score -446212.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -446231.250000 Penalty: 2680.856934
	Iteration 19Q: 3 clusters Score -446231.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -446242.281250 Penalty: 2680.856934
	Iteration 20F: 3 clusters Score -446242.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -446249.718750 Penalty: 2680.856934
	Iteration 21Q: 3 clusters Score -446249.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -446256.500000 Penalty: 2680.856934
	Iteration 22Q: 3 clusters Score -446256.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -446261.500000 Penalty: 2680.856934
	Iteration 23Q: 3 clusters Score -446261.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -446265.406250 Penalty: 2680.856934
	Iteration 24Q: 3 clusters Score -446265.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -446272.375000 Penalty: 2680.856934
	Iteration 25Q: 3 clusters Score -446272.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -446277.687500 Penalty: 2680.856934
	Iteration 26Q: 3 clusters Score -446277.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -446282.000000 Penalty: 2680.856934
	Iteration 27Q: 3 clusters Score -446282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -446287.062500 Penalty: 2680.856934
	Iteration 28Q: 3 clusters Score -446287.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -446290.000000 Penalty: 2680.856934
	Iteration 29Q: 3 clusters Score -446290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -446296.156250 Penalty: 2680.856934
	Iteration 30Q: 3 clusters Score -446296.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -446299.031250 Penalty: 2680.856934
	Iteration 31Q: 3 clusters Score -446299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -446300.968750 Penalty: 2680.856934
	Iteration 32Q: 3 clusters Score -446301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -446303.906250 Penalty: 2680.856934
	Iteration 33Q: 3 clusters Score -446303.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -446304.343750 Penalty: 2680.856934
	Iteration 34Q: 3 clusters Score -446304.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -446304.812500 Penalty: 2680.856934
	Iteration 35Q: 3 clusters Score -446304.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -446304.812500 Penalty: 2680.856934
	Iteration 36Q: 3 clusters Score -446304.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -446304.812500 Penalty: 2680.856934
	Iteration 37F: 3 clusters Score -446304.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -17898.271484 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -17898.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17395.871094 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -17395.87 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17813.960938 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -17813.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18013.621094 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -18013.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18054.216797 Penalty: 1808.469116
	Iteration 3Q: 3 clusters Score -18054.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18100.964844 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -18100.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18148.853516 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -18148.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18165.552734 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -18165.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18168.957031 Penalty: 1808.469116
	Iteration 7Q: 3 clusters Score -18168.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18177.736328 Penalty: 1808.469116
	Iteration 8Q: 3 clusters Score -18177.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18177.736328 Penalty: 1808.469116
	Iteration 9F: 3 clusters Score -18177.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 129017 members 
Mstep: Class 3 contains 18313 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 5 contains 95243 members 
Mstep: Class 6 contains 8199 members 
Mstep: Class 7 contains 4258 members 
Mstep: Class 8 contains 3870 members 
Mstep: Class 9 contains 80896 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 58000 members 
Mstep: Class 12 contains 119624 members 
Mstep: Class 13 contains 52754 members 
Mstep: Class 14 contains 4987 members 
Mstep: Class 15 contains 10107 members 
Mstep: Class 16 contains 6785 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 5951 members 
Mstep: Class 19 contains 22388 members 
Mstep: Class 20 contains 39202 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 43195 members 
Mstep: Class 24 contains 49251 members 
Mstep: Class 25 contains 5331 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5499 members 
Mstep: Class 28 contains 17202 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3334 members 
Mstep: Class 32 contains 2672 members 
Mstep: Class 33 contains 3823 members 
Mstep: Class 34 contains 100 members 
Mstep: Class 35 contains 161 members 
Entering Unmasked Estep 
Score: -108923576.000000 Penalty: 77880.085938
Splitting cluster 34 changes total score from -108924528.000000 to -108923576.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 129017 members 
Mstep: Class 3 contains 18313 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 5 contains 95243 members 
Mstep: Class 6 contains 8199 members 
Mstep: Class 7 contains 4258 members 
Mstep: Class 8 contains 3870 members 
Mstep: Class 9 contains 80896 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 58000 members 
Mstep: Class 12 contains 119624 members 
Mstep: Class 13 contains 52754 members 
Mstep: Class 14 contains 4987 members 
Mstep: Class 15 contains 10107 members 
Mstep: Class 16 contains 6785 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 5951 members 
Mstep: Class 19 contains 22388 members 
Mstep: Class 20 contains 39202 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 43195 members 
Mstep: Class 24 contains 49251 members 
Mstep: Class 25 contains 5331 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5499 members 
Mstep: Class 28 contains 17202 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3334 members 
Mstep: Class 32 contains 2672 members 
Mstep: Class 33 contains 3823 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924576.000000 Penalty: 75654.937500
Iteration 159Q: 35 clusters Score -1.089246e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 129014 members 
Mstep: Class 3 contains 18321 members 
Mstep: Class 4 contains 7649 members 
Mstep: Class 5 contains 95181 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 4262 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 81049 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57918 members 
Mstep: Class 12 contains 119650 members 
Mstep: Class 13 contains 52798 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 10107 members 
Mstep: Class 16 contains 6765 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 18 contains 5951 members 
Mstep: Class 19 contains 22384 members 
Mstep: Class 20 contains 39094 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 43235 members 
Mstep: Class 24 contains 49245 members 
Mstep: Class 25 contains 5336 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3335 members 
Mstep: Class 32 contains 2674 members 
Mstep: Class 33 contains 3828 members 
Mstep: Class 34 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924688.000000 Penalty: 75654.937500
Iteration 160F: 35 clusters Score -1.089247e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 129014 members 
Mstep: Class 3 contains 18329 members 
Mstep: Class 4 contains 7649 members 
Mstep: Class 5 contains 95112 members 
Mstep: Class 6 contains 8170 members 
Mstep: Class 7 contains 4267 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 81176 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57826 members 
Mstep: Class 12 contains 119702 members 
Mstep: Class 13 contains 52857 members 
Mstep: Class 14 contains 4983 members 
Mstep: Class 15 contains 10119 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5951 members 
Mstep: Class 19 contains 22378 members 
Mstep: Class 20 contains 38975 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 43267 members 
Mstep: Class 24 contains 49242 members 
Mstep: Class 25 contains 5341 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5495 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 2463 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3339 members 
Mstep: Class 32 contains 2674 members 
Mstep: Class 33 contains 3831 members 
Mstep: Class 34 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925040.000000 Penalty: 75654.937500
Iteration 161Q: 35 clusters Score -1.08925e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69686 members 
Mstep: Class 2 contains 129024 members 
Mstep: Class 3 contains 18332 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 95059 members 
Mstep: Class 6 contains 8153 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 81279 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57735 members 
Mstep: Class 12 contains 119733 members 
Mstep: Class 13 contains 52911 members 
Mstep: Class 14 contains 4983 members 
Mstep: Class 15 contains 10133 members 
Mstep: Class 16 contains 6740 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5951 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 38876 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 43294 members 
Mstep: Class 24 contains 49239 members 
Mstep: Class 25 contains 5348 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5495 members 
Mstep: Class 28 contains 17200 members 
Mstep: Class 29 contains 2463 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3343 members 
Mstep: Class 32 contains 2675 members 
Mstep: Class 33 contains 3833 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925096.000000 Penalty: 75654.937500
Iteration 162Q: 35 clusters Score -1.089251e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69700 members 
Mstep: Class 2 contains 129023 members 
Mstep: Class 3 contains 18337 members 
Mstep: Class 4 contains 7652 members 
Mstep: Class 5 contains 94997 members 
Mstep: Class 6 contains 8144 members 
Mstep: Class 7 contains 4284 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 81400 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57647 members 
Mstep: Class 12 contains 119762 members 
Mstep: Class 13 contains 52948 members 
Mstep: Class 14 contains 4987 members 
Mstep: Class 15 contains 10139 members 
Mstep: Class 16 contains 6720 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 5951 members 
Mstep: Class 19 contains 22366 members 
Mstep: Class 20 contains 38785 members 
Mstep: Class 21 contains 5412 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43335 members 
Mstep: Class 24 contains 49241 members 
Mstep: Class 25 contains 5352 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5495 members 
Mstep: Class 28 contains 17198 members 
Mstep: Class 29 contains 2463 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3347 members 
Mstep: Class 32 contains 2676 members 
Mstep: Class 33 contains 3833 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925240.000000 Penalty: 75654.937500
Iteration 163Q: 35 clusters Score -1.089252e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 129017 members 
Mstep: Class 3 contains 18340 members 
Mstep: Class 4 contains 7651 members 
Mstep: Class 5 contains 94937 members 
Mstep: Class 6 contains 8134 members 
Mstep: Class 7 contains 4292 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 81512 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57596 members 
Mstep: Class 12 contains 119757 members 
Mstep: Class 13 contains 52983 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 10153 members 
Mstep: Class 16 contains 6711 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 5952 members 
Mstep: Class 19 contains 22364 members 
Mstep: Class 20 contains 38696 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43377 members 
Mstep: Class 24 contains 49242 members 
Mstep: Class 25 contains 5356 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5495 members 
Mstep: Class 28 contains 17195 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3351 members 
Mstep: Class 32 contains 2678 members 
Mstep: Class 33 contains 3832 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925400.000000 Penalty: 75654.937500
Iteration 164Q: 35 clusters Score -1.089254e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 129029 members 
Mstep: Class 3 contains 18352 members 
Mstep: Class 4 contains 7649 members 
Mstep: Class 5 contains 94879 members 
Mstep: Class 6 contains 8126 members 
Mstep: Class 7 contains 4302 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 81613 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57526 members 
Mstep: Class 12 contains 119778 members 
Mstep: Class 13 contains 53013 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 10160 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 5954 members 
Mstep: Class 19 contains 22357 members 
Mstep: Class 20 contains 38605 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43406 members 
Mstep: Class 24 contains 49236 members 
Mstep: Class 25 contains 5365 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5494 members 
Mstep: Class 28 contains 17197 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3356 members 
Mstep: Class 32 contains 2683 members 
Mstep: Class 33 contains 3830 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925472.000000 Penalty: 75654.937500
Iteration 165Q: 35 clusters Score -1.089255e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 129042 members 
Mstep: Class 3 contains 18357 members 
Mstep: Class 4 contains 7646 members 
Mstep: Class 5 contains 94822 members 
Mstep: Class 6 contains 8117 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 81710 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57470 members 
Mstep: Class 12 contains 119776 members 
Mstep: Class 13 contains 53057 members 
Mstep: Class 14 contains 4979 members 
Mstep: Class 15 contains 10182 members 
Mstep: Class 16 contains 6688 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 5954 members 
Mstep: Class 19 contains 22356 members 
Mstep: Class 20 contains 38515 members 
Mstep: Class 21 contains 5419 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43436 members 
Mstep: Class 24 contains 49235 members 
Mstep: Class 25 contains 5369 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5493 members 
Mstep: Class 28 contains 17193 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3358 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 3829 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925544.000000 Penalty: 75654.937500
Iteration 166Q: 35 clusters Score -1.089255e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 129050 members 
Mstep: Class 3 contains 18363 members 
Mstep: Class 4 contains 7646 members 
Mstep: Class 5 contains 94767 members 
Mstep: Class 6 contains 8113 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57438 members 
Mstep: Class 12 contains 119780 members 
Mstep: Class 13 contains 53101 members 
Mstep: Class 14 contains 4978 members 
Mstep: Class 15 contains 10184 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 18 contains 5956 members 
Mstep: Class 19 contains 22347 members 
Mstep: Class 20 contains 38428 members 
Mstep: Class 21 contains 5418 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43451 members 
Mstep: Class 24 contains 49234 members 
Mstep: Class 25 contains 5376 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5492 members 
Mstep: Class 28 contains 17190 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3364 members 
Mstep: Class 32 contains 2692 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925608.000000 Penalty: 75654.937500
Iteration 167Q: 35 clusters Score -1.089256e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 129053 members 
Mstep: Class 3 contains 18370 members 
Mstep: Class 4 contains 7647 members 
Mstep: Class 5 contains 94718 members 
Mstep: Class 6 contains 8111 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 81868 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57411 members 
Mstep: Class 12 contains 119786 members 
Mstep: Class 13 contains 53137 members 
Mstep: Class 14 contains 4979 members 
Mstep: Class 15 contains 10193 members 
Mstep: Class 16 contains 6662 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 18 contains 5956 members 
Mstep: Class 19 contains 22340 members 
Mstep: Class 20 contains 38348 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43469 members 
Mstep: Class 24 contains 49238 members 
Mstep: Class 25 contains 5379 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5490 members 
Mstep: Class 28 contains 17188 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3370 members 
Mstep: Class 32 contains 2701 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925912.000000 Penalty: 75654.937500
Iteration 168Q: 35 clusters Score -1.089259e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 129053 members 
Mstep: Class 3 contains 18377 members 
Mstep: Class 4 contains 7649 members 
Mstep: Class 5 contains 94656 members 
Mstep: Class 6 contains 8110 members 
Mstep: Class 7 contains 4344 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 81947 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57399 members 
Mstep: Class 12 contains 119787 members 
Mstep: Class 13 contains 53185 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 10200 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 18 contains 5957 members 
Mstep: Class 19 contains 22335 members 
Mstep: Class 20 contains 38254 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43488 members 
Mstep: Class 24 contains 49243 members 
Mstep: Class 25 contains 5383 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5489 members 
Mstep: Class 28 contains 17183 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3376 members 
Mstep: Class 32 contains 2708 members 
Mstep: Class 33 contains 3826 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925848.000000 Penalty: 75654.937500
Iteration 169Q: 35 clusters Score -1.089258e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 129055 members 
Mstep: Class 3 contains 18388 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 94594 members 
Mstep: Class 6 contains 8112 members 
Mstep: Class 7 contains 4347 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 82038 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57394 members 
Mstep: Class 12 contains 119752 members 
Mstep: Class 13 contains 53235 members 
Mstep: Class 14 contains 4981 members 
Mstep: Class 15 contains 10201 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5958 members 
Mstep: Class 19 contains 22332 members 
Mstep: Class 20 contains 38156 members 
Mstep: Class 21 contains 5429 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43508 members 
Mstep: Class 24 contains 49258 members 
Mstep: Class 25 contains 5387 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5489 members 
Mstep: Class 28 contains 17183 members 
Mstep: Class 29 contains 2463 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3377 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 3820 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925840.000000 Penalty: 75654.937500
Iteration 170Q: 35 clusters Score -1.089258e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69710 members 
Mstep: Class 2 contains 129056 members 
Mstep: Class 3 contains 18402 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 5 contains 94546 members 
Mstep: Class 6 contains 8110 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 82135 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57371 members 
Mstep: Class 12 contains 119765 members 
Mstep: Class 13 contains 53286 members 
Mstep: Class 14 contains 4981 members 
Mstep: Class 15 contains 10205 members 
Mstep: Class 16 contains 6630 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 18 contains 5959 members 
Mstep: Class 19 contains 22322 members 
Mstep: Class 20 contains 38060 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43517 members 
Mstep: Class 24 contains 49267 members 
Mstep: Class 25 contains 5388 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5490 members 
Mstep: Class 28 contains 17184 members 
Mstep: Class 29 contains 2463 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3378 members 
Mstep: Class 32 contains 2722 members 
Mstep: Class 33 contains 3816 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926112.000000 Penalty: 75654.937500
Iteration 171Q: 35 clusters Score -1.089261e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 129047 members 
Mstep: Class 3 contains 18415 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 5 contains 94506 members 
Mstep: Class 6 contains 8105 members 
Mstep: Class 7 contains 4354 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 82231 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57371 members 
Mstep: Class 12 contains 119747 members 
Mstep: Class 13 contains 53331 members 
Mstep: Class 14 contains 4981 members 
Mstep: Class 15 contains 10209 members 
Mstep: Class 16 contains 6615 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5961 members 
Mstep: Class 19 contains 22317 members 
Mstep: Class 20 contains 37957 members 
Mstep: Class 21 contains 5433 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43531 members 
Mstep: Class 24 contains 49275 members 
Mstep: Class 25 contains 5392 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5490 members 
Mstep: Class 28 contains 17184 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3377 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 3812 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926264.000000 Penalty: 75654.937500
Iteration 172Q: 35 clusters Score -1.089263e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69707 members 
Mstep: Class 2 contains 129041 members 
Mstep: Class 3 contains 18430 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 5 contains 94465 members 
Mstep: Class 6 contains 8098 members 
Mstep: Class 7 contains 4359 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 82338 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57348 members 
Mstep: Class 12 contains 119733 members 
Mstep: Class 13 contains 53375 members 
Mstep: Class 14 contains 4978 members 
Mstep: Class 15 contains 10206 members 
Mstep: Class 16 contains 6606 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5965 members 
Mstep: Class 19 contains 22305 members 
Mstep: Class 20 contains 37878 members 
Mstep: Class 21 contains 5439 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43544 members 
Mstep: Class 24 contains 49279 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5489 members 
Mstep: Class 28 contains 17180 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3379 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 3812 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926288.000000 Penalty: 75654.937500
Iteration 173Q: 35 clusters Score -1.089263e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 129035 members 
Mstep: Class 3 contains 18433 members 
Mstep: Class 4 contains 7649 members 
Mstep: Class 5 contains 94427 members 
Mstep: Class 6 contains 8085 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3870 members 
Mstep: Class 9 contains 82432 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57370 members 
Mstep: Class 12 contains 119699 members 
Mstep: Class 13 contains 53410 members 
Mstep: Class 14 contains 4983 members 
Mstep: Class 15 contains 10197 members 
Mstep: Class 16 contains 6605 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5967 members 
Mstep: Class 19 contains 22291 members 
Mstep: Class 20 contains 37791 members 
Mstep: Class 21 contains 5446 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43562 members 
Mstep: Class 24 contains 49273 members 
Mstep: Class 25 contains 5395 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5491 members 
Mstep: Class 28 contains 17176 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3381 members 
Mstep: Class 32 contains 2740 members 
Mstep: Class 33 contains 3811 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926272.000000 Penalty: 75654.937500
Iteration 174Q: 35 clusters Score -1.089263e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 129034 members 
Mstep: Class 3 contains 18443 members 
Mstep: Class 4 contains 7649 members 
Mstep: Class 5 contains 94387 members 
Mstep: Class 6 contains 8074 members 
Mstep: Class 7 contains 4368 members 
Mstep: Class 8 contains 3871 members 
Mstep: Class 9 contains 82510 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57391 members 
Mstep: Class 12 contains 119660 members 
Mstep: Class 13 contains 53447 members 
Mstep: Class 14 contains 4982 members 
Mstep: Class 15 contains 10193 members 
Mstep: Class 16 contains 6602 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5967 members 
Mstep: Class 19 contains 22282 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 5452 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43565 members 
Mstep: Class 24 contains 49267 members 
Mstep: Class 25 contains 5398 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5490 members 
Mstep: Class 28 contains 17171 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3385 members 
Mstep: Class 32 contains 2746 members 
Mstep: Class 33 contains 3810 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926184.000000 Penalty: 75654.937500
Iteration 175Q: 35 clusters Score -1.089262e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 129037 members 
Mstep: Class 3 contains 18451 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 94357 members 
Mstep: Class 6 contains 8067 members 
Mstep: Class 7 contains 4370 members 
Mstep: Class 8 contains 3870 members 
Mstep: Class 9 contains 82565 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57387 members 
Mstep: Class 12 contains 119627 members 
Mstep: Class 13 contains 53484 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 10202 members 
Mstep: Class 16 contains 6597 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 18 contains 5969 members 
Mstep: Class 19 contains 22271 members 
Mstep: Class 20 contains 37668 members 
Mstep: Class 21 contains 5461 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43572 members 
Mstep: Class 24 contains 49260 members 
Mstep: Class 25 contains 5404 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5490 members 
Mstep: Class 28 contains 17168 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3386 members 
Mstep: Class 32 contains 2756 members 
Mstep: Class 33 contains 3809 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926104.000000 Penalty: 75654.937500
Iteration 176Q: 35 clusters Score -1.089261e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 129033 members 
Mstep: Class 3 contains 18452 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 5 contains 94333 members 
Mstep: Class 6 contains 8055 members 
Mstep: Class 7 contains 4371 members 
Mstep: Class 8 contains 3870 members 
Mstep: Class 9 contains 82631 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57384 members 
Mstep: Class 12 contains 119591 members 
Mstep: Class 13 contains 53511 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 10214 members 
Mstep: Class 16 contains 6591 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 18 contains 5969 members 
Mstep: Class 19 contains 22259 members 
Mstep: Class 20 contains 37630 members 
Mstep: Class 21 contains 5469 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43580 members 
Mstep: Class 24 contains 49250 members 
Mstep: Class 25 contains 5407 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5490 members 
Mstep: Class 28 contains 17167 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3390 members 
Mstep: Class 32 contains 2766 members 
Mstep: Class 33 contains 3809 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926152.000000 Penalty: 75654.937500
Iteration 177Q: 35 clusters Score -1.089262e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69753 members 
Mstep: Class 2 contains 129042 members 
Mstep: Class 3 contains 18453 members 
Mstep: Class 4 contains 7649 members 
Mstep: Class 5 contains 94307 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 4375 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 82694 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57359 members 
Mstep: Class 12 contains 119576 members 
Mstep: Class 13 contains 53536 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 10231 members 
Mstep: Class 16 contains 6584 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 18 contains 5969 members 
Mstep: Class 19 contains 22244 members 
Mstep: Class 20 contains 37573 members 
Mstep: Class 21 contains 5477 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43593 members 
Mstep: Class 24 contains 49243 members 
Mstep: Class 25 contains 5409 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5490 members 
Mstep: Class 28 contains 17167 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3392 members 
Mstep: Class 32 contains 2773 members 
Mstep: Class 33 contains 3811 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926232.000000 Penalty: 75654.937500
Iteration 178Q: 35 clusters Score -1.089262e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69751 members 
Mstep: Class 2 contains 129036 members 
Mstep: Class 3 contains 18454 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 94287 members 
Mstep: Class 6 contains 8036 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 82743 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57328 members 
Mstep: Class 12 contains 119573 members 
Mstep: Class 13 contains 53564 members 
Mstep: Class 14 contains 4981 members 
Mstep: Class 15 contains 10251 members 
Mstep: Class 16 contains 6580 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 18 contains 5969 members 
Mstep: Class 19 contains 22234 members 
Mstep: Class 20 contains 37535 members 
Mstep: Class 21 contains 5482 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43613 members 
Mstep: Class 24 contains 49237 members 
Mstep: Class 25 contains 5412 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5490 members 
Mstep: Class 28 contains 17166 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3392 members 
Mstep: Class 32 contains 2774 members 
Mstep: Class 33 contains 3810 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926104.000000 Penalty: 75654.937500
Iteration 179Q: 35 clusters Score -1.089261e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 69756 members 
Mstep: Class 2 contains 129027 members 
Mstep: Class 3 contains 18455 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 94251 members 
Mstep: Class 6 contains 8031 members 
Mstep: Class 7 contains 4392 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 82799 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57299 members 
Mstep: Class 12 contains 119567 members 
Mstep: Class 13 contains 53589 members 
Mstep: Class 14 contains 4981 members 
Mstep: Class 15 contains 10259 members 
Mstep: Class 16 contains 6571 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 18 contains 5970 members 
Mstep: Class 19 contains 22230 members 
Mstep: Class 20 contains 37492 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 43643 members 
Mstep: Class 24 contains 49228 members 
Mstep: Class 25 contains 5419 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5490 members 
Mstep: Class 28 contains 17164 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3391 members 
Mstep: Class 32 contains 2781 members 
Mstep: Class 33 contains 3812 members 
Mstep: Class 34 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926360.000000 Penalty: 75654.937500
Iteration 180F: 35 clusters Score -1.089264e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 69756 members 
Mstep: Class 2 contains 129013 members 
Mstep: Class 3 contains 18457 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 94222 members 
Mstep: Class 6 contains 8031 members 
Mstep: Class 7 contains 4393 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 82856 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57246 members 
Mstep: Class 12 contains 119598 members 
Mstep: Class 13 contains 53616 members 
Mstep: Class 14 contains 4981 members 
Mstep: Class 15 contains 10268 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 18 contains 5973 members 
Mstep: Class 19 contains 22230 members 
Mstep: Class 20 contains 37447 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 43668 members 
Mstep: Class 24 contains 49223 members 
Mstep: Class 25 contains 5428 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5490 members 
Mstep: Class 28 contains 17164 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3391 members 
Mstep: Class 32 contains 2783 members 
Mstep: Class 33 contains 3809 members 
Mstep: Class 34 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926664.000000 Penalty: 75654.937500
Iteration 181Q: 35 clusters Score -1.089267e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 129004 members 
Mstep: Class 3 contains 18461 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 94182 members 
Mstep: Class 6 contains 8022 members 
Mstep: Class 7 contains 4395 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 82922 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57205 members 
Mstep: Class 12 contains 119610 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 10280 members 
Mstep: Class 16 contains 6528 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5975 members 
Mstep: Class 19 contains 22227 members 
Mstep: Class 20 contains 37412 members 
Mstep: Class 21 contains 5489 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 43706 members 
Mstep: Class 24 contains 49226 members 
Mstep: Class 25 contains 5432 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5490 members 
Mstep: Class 28 contains 17163 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3394 members 
Mstep: Class 32 contains 2786 members 
Mstep: Class 33 contains 3807 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926792.000000 Penalty: 75654.937500
Iteration 182Q: 35 clusters Score -1.089268e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69751 members 
Mstep: Class 2 contains 128997 members 
Mstep: Class 3 contains 18464 members 
Mstep: Class 4 contains 7651 members 
Mstep: Class 5 contains 94149 members 
Mstep: Class 6 contains 8017 members 
Mstep: Class 7 contains 4403 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 82993 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57159 members 
Mstep: Class 12 contains 119605 members 
Mstep: Class 13 contains 53653 members 
Mstep: Class 14 contains 4981 members 
Mstep: Class 15 contains 10296 members 
Mstep: Class 16 contains 6513 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5977 members 
Mstep: Class 19 contains 22224 members 
Mstep: Class 20 contains 37368 members 
Mstep: Class 21 contains 5488 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 43744 members 
Mstep: Class 24 contains 49225 members 
Mstep: Class 25 contains 5433 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5490 members 
Mstep: Class 28 contains 17163 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3396 members 
Mstep: Class 32 contains 2792 members 
Mstep: Class 33 contains 3803 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926808.000000 Penalty: 75654.937500
Iteration 183Q: 35 clusters Score -1.089268e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 128988 members 
Mstep: Class 3 contains 18466 members 
Mstep: Class 4 contains 7649 members 
Mstep: Class 5 contains 94114 members 
Mstep: Class 6 contains 8013 members 
Mstep: Class 7 contains 4405 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 83070 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57126 members 
Mstep: Class 12 contains 119593 members 
Mstep: Class 13 contains 53666 members 
Mstep: Class 14 contains 4981 members 
Mstep: Class 15 contains 10311 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 5978 members 
Mstep: Class 19 contains 22216 members 
Mstep: Class 20 contains 37333 members 
Mstep: Class 21 contains 5489 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 43783 members 
Mstep: Class 24 contains 49231 members 
Mstep: Class 25 contains 5433 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5489 members 
Mstep: Class 28 contains 17162 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3398 members 
Mstep: Class 32 contains 2797 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926744.000000 Penalty: 75654.937500
Iteration 184Q: 35 clusters Score -1.089267e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69748 members 
Mstep: Class 2 contains 128983 members 
Mstep: Class 3 contains 18468 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 5 contains 94075 members 
Mstep: Class 6 contains 8002 members 
Mstep: Class 7 contains 4405 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 83148 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57080 members 
Mstep: Class 12 contains 119579 members 
Mstep: Class 13 contains 53673 members 
Mstep: Class 14 contains 4983 members 
Mstep: Class 15 contains 10322 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22210 members 
Mstep: Class 20 contains 37301 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 43834 members 
Mstep: Class 24 contains 49234 members 
Mstep: Class 25 contains 5436 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5489 members 
Mstep: Class 28 contains 17161 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3403 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 3798 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926800.000000 Penalty: 75654.937500
Iteration 185Q: 35 clusters Score -1.089268e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 128973 members 
Mstep: Class 3 contains 18471 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 5 contains 94035 members 
Mstep: Class 6 contains 7997 members 
Mstep: Class 7 contains 4404 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 83211 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 57045 members 
Mstep: Class 12 contains 119588 members 
Mstep: Class 13 contains 53681 members 
Mstep: Class 14 contains 4983 members 
Mstep: Class 15 contains 10334 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22204 members 
Mstep: Class 20 contains 37280 members 
Mstep: Class 21 contains 5490 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 43864 members 
Mstep: Class 24 contains 49234 members 
Mstep: Class 25 contains 5441 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5489 members 
Mstep: Class 28 contains 17160 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3406 members 
Mstep: Class 32 contains 2806 members 
Mstep: Class 33 contains 3796 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926760.000000 Penalty: 75654.937500
Iteration 186Q: 35 clusters Score -1.089268e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 128966 members 
Mstep: Class 3 contains 18471 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 5 contains 94001 members 
Mstep: Class 6 contains 7991 members 
Mstep: Class 7 contains 4406 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 83282 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56981 members 
Mstep: Class 12 contains 119619 members 
Mstep: Class 13 contains 53690 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 10354 members 
Mstep: Class 16 contains 6451 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22198 members 
Mstep: Class 20 contains 37252 members 
Mstep: Class 21 contains 5488 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 43891 members 
Mstep: Class 24 contains 49236 members 
Mstep: Class 25 contains 5446 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5489 members 
Mstep: Class 28 contains 17159 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3407 members 
Mstep: Class 32 contains 2809 members 
Mstep: Class 33 contains 3794 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926792.000000 Penalty: 75654.937500
Iteration 187Q: 35 clusters Score -1.089268e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 128952 members 
Mstep: Class 3 contains 18473 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 5 contains 93974 members 
Mstep: Class 6 contains 7982 members 
Mstep: Class 7 contains 4406 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 83333 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56930 members 
Mstep: Class 12 contains 119640 members 
Mstep: Class 13 contains 53692 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 10373 members 
Mstep: Class 16 contains 6444 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22195 members 
Mstep: Class 20 contains 37214 members 
Mstep: Class 21 contains 5490 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 43918 members 
Mstep: Class 24 contains 49241 members 
Mstep: Class 25 contains 5452 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5488 members 
Mstep: Class 28 contains 17162 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3411 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 3793 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926800.000000 Penalty: 75654.937500
Iteration 188Q: 35 clusters Score -1.089268e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 128942 members 
Mstep: Class 3 contains 18475 members 
Mstep: Class 4 contains 7649 members 
Mstep: Class 5 contains 93942 members 
Mstep: Class 6 contains 7977 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 83383 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56873 members 
Mstep: Class 12 contains 119669 members 
Mstep: Class 13 contains 53699 members 
Mstep: Class 14 contains 4990 members 
Mstep: Class 15 contains 10386 members 
Mstep: Class 16 contains 6432 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22194 members 
Mstep: Class 20 contains 37179 members 
Mstep: Class 21 contains 5489 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 43962 members 
Mstep: Class 24 contains 49240 members 
Mstep: Class 25 contains 5455 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5487 members 
Mstep: Class 28 contains 17162 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3415 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926848.000000 Penalty: 75654.937500
Iteration 189Q: 35 clusters Score -1.089268e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 128943 members 
Mstep: Class 3 contains 18477 members 
Mstep: Class 4 contains 7649 members 
Mstep: Class 5 contains 93904 members 
Mstep: Class 6 contains 7970 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 83439 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56807 members 
Mstep: Class 12 contains 119717 members 
Mstep: Class 13 contains 53702 members 
Mstep: Class 14 contains 4990 members 
Mstep: Class 15 contains 10398 members 
Mstep: Class 16 contains 6413 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22193 members 
Mstep: Class 20 contains 37149 members 
Mstep: Class 21 contains 5485 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 43992 members 
Mstep: Class 24 contains 49242 members 
Mstep: Class 25 contains 5457 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5486 members 
Mstep: Class 28 contains 17165 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 2814 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926968.000000 Penalty: 75654.937500
Iteration 190Q: 35 clusters Score -1.08927e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 128959 members 
Mstep: Class 3 contains 18479 members 
Mstep: Class 4 contains 7651 members 
Mstep: Class 5 contains 93859 members 
Mstep: Class 6 contains 7962 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 83501 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56748 members 
Mstep: Class 12 contains 119753 members 
Mstep: Class 13 contains 53704 members 
Mstep: Class 14 contains 4990 members 
Mstep: Class 15 contains 10407 members 
Mstep: Class 16 contains 6405 members 
Mstep: Class 17 contains 7080 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22193 members 
Mstep: Class 20 contains 37117 members 
Mstep: Class 21 contains 5481 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 44020 members 
Mstep: Class 24 contains 49236 members 
Mstep: Class 25 contains 5457 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5486 members 
Mstep: Class 28 contains 17164 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 2815 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926864.000000 Penalty: 75654.937500
Iteration 191Q: 35 clusters Score -1.089269e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69740 members 
Mstep: Class 2 contains 128966 members 
Mstep: Class 3 contains 18479 members 
Mstep: Class 4 contains 7651 members 
Mstep: Class 5 contains 93822 members 
Mstep: Class 6 contains 7961 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 83548 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56703 members 
Mstep: Class 12 contains 119783 members 
Mstep: Class 13 contains 53711 members 
Mstep: Class 14 contains 4992 members 
Mstep: Class 15 contains 10417 members 
Mstep: Class 16 contains 6389 members 
Mstep: Class 17 contains 7080 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22190 members 
Mstep: Class 20 contains 37086 members 
Mstep: Class 21 contains 5482 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 44045 members 
Mstep: Class 24 contains 49236 members 
Mstep: Class 25 contains 5458 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5486 members 
Mstep: Class 28 contains 17164 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 2819 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926864.000000 Penalty: 75654.937500
Iteration 192Q: 35 clusters Score -1.089269e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 128972 members 
Mstep: Class 3 contains 18480 members 
Mstep: Class 4 contains 7651 members 
Mstep: Class 5 contains 93789 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 4413 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 83596 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56673 members 
Mstep: Class 12 contains 119801 members 
Mstep: Class 13 contains 53723 members 
Mstep: Class 14 contains 4995 members 
Mstep: Class 15 contains 10427 members 
Mstep: Class 16 contains 6376 members 
Mstep: Class 17 contains 7081 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22184 members 
Mstep: Class 20 contains 37046 members 
Mstep: Class 21 contains 5482 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 44066 members 
Mstep: Class 24 contains 49239 members 
Mstep: Class 25 contains 5459 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5486 members 
Mstep: Class 28 contains 17163 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3421 members 
Mstep: Class 32 contains 2820 members 
Mstep: Class 33 contains 3793 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108927072.000000 Penalty: 75654.937500
Iteration 193Q: 35 clusters Score -1.089271e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 128974 members 
Mstep: Class 3 contains 18481 members 
Mstep: Class 4 contains 7652 members 
Mstep: Class 5 contains 93762 members 
Mstep: Class 6 contains 7946 members 
Mstep: Class 7 contains 4415 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 83648 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56657 members 
Mstep: Class 12 contains 119814 members 
Mstep: Class 13 contains 53728 members 
Mstep: Class 14 contains 4997 members 
Mstep: Class 15 contains 10434 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 7082 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22182 members 
Mstep: Class 20 contains 37012 members 
Mstep: Class 21 contains 5483 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 44086 members 
Mstep: Class 24 contains 49237 members 
Mstep: Class 25 contains 5462 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5486 members 
Mstep: Class 28 contains 17163 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3423 members 
Mstep: Class 32 contains 2822 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108927168.000000 Penalty: 75654.937500
Iteration 194Q: 35 clusters Score -1.089272e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69740 members 
Mstep: Class 2 contains 128958 members 
Mstep: Class 3 contains 18486 members 
Mstep: Class 4 contains 7654 members 
Mstep: Class 5 contains 93735 members 
Mstep: Class 6 contains 7936 members 
Mstep: Class 7 contains 4416 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 83694 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56643 members 
Mstep: Class 12 contains 119820 members 
Mstep: Class 13 contains 53742 members 
Mstep: Class 14 contains 4998 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 7081 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22184 members 
Mstep: Class 20 contains 36984 members 
Mstep: Class 21 contains 5483 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 44109 members 
Mstep: Class 24 contains 49241 members 
Mstep: Class 25 contains 5464 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5486 members 
Mstep: Class 28 contains 17163 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 2827 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108927128.000000 Penalty: 75654.937500
Iteration 195Q: 35 clusters Score -1.089271e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 128969 members 
Mstep: Class 3 contains 18489 members 
Mstep: Class 4 contains 7655 members 
Mstep: Class 5 contains 93708 members 
Mstep: Class 6 contains 7929 members 
Mstep: Class 7 contains 4416 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 83736 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56638 members 
Mstep: Class 12 contains 119812 members 
Mstep: Class 13 contains 53754 members 
Mstep: Class 14 contains 4999 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 6327 members 
Mstep: Class 17 contains 7080 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22183 members 
Mstep: Class 20 contains 36945 members 
Mstep: Class 21 contains 5481 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 44131 members 
Mstep: Class 24 contains 49244 members 
Mstep: Class 25 contains 5467 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5485 members 
Mstep: Class 28 contains 17163 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 2832 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926944.000000 Penalty: 75654.937500
Iteration 196Q: 35 clusters Score -1.089269e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 128970 members 
Mstep: Class 3 contains 18488 members 
Mstep: Class 4 contains 7656 members 
Mstep: Class 5 contains 93679 members 
Mstep: Class 6 contains 7921 members 
Mstep: Class 7 contains 4417 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 83779 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56605 members 
Mstep: Class 12 contains 119830 members 
Mstep: Class 13 contains 53766 members 
Mstep: Class 14 contains 5000 members 
Mstep: Class 15 contains 10445 members 
Mstep: Class 16 contains 6313 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22182 members 
Mstep: Class 20 contains 36907 members 
Mstep: Class 21 contains 5486 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 44162 members 
Mstep: Class 24 contains 49246 members 
Mstep: Class 25 contains 5478 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5484 members 
Mstep: Class 28 contains 17164 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 2833 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108927088.000000 Penalty: 75654.937500
Iteration 197Q: 35 clusters Score -1.089271e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 128964 members 
Mstep: Class 3 contains 18487 members 
Mstep: Class 4 contains 7656 members 
Mstep: Class 5 contains 93658 members 
Mstep: Class 6 contains 7913 members 
Mstep: Class 7 contains 4417 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 83837 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56573 members 
Mstep: Class 12 contains 119852 members 
Mstep: Class 13 contains 53773 members 
Mstep: Class 14 contains 5001 members 
Mstep: Class 15 contains 10451 members 
Mstep: Class 16 contains 6283 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22184 members 
Mstep: Class 20 contains 36880 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 44189 members 
Mstep: Class 24 contains 49252 members 
Mstep: Class 25 contains 5482 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5484 members 
Mstep: Class 28 contains 17164 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3423 members 
Mstep: Class 32 contains 2835 members 
Mstep: Class 33 contains 3791 members 
Mstep: Class 34 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926984.000000 Penalty: 75654.937500
Iteration 198Q: 35 clusters Score -1.08927e+08 nChanged 459
Entering ConstructFrom: 
Score: -108926984.000000 Penalty: 75654.937500
Entering ConstructFrom: 
Trying to split cluster 1 (69713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Entering Unmasked Estep 
Score: -8963102.000000 Penalty: 1812.223145
	Iteration 0F: 2 clusters Score -8963102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -8916679.000000 Penalty: 3624.446289
	Iteration 0F: 3 clusters Score -8916679 nChanged 33165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -8935587.000000 Penalty: 3624.446289
	Iteration 1F: 3 clusters Score -8935587 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -8936489.000000 Penalty: 3624.446289
	Iteration 2Q: 3 clusters Score -8936489 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -8937789.000000 Penalty: 3624.446289
	Iteration 3Q: 3 clusters Score -8937789 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -8940019.000000 Penalty: 3624.446289
	Iteration 4F: 3 clusters Score -8940019 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -8943641.000000 Penalty: 3624.446289
	Iteration 5F: 3 clusters Score -8943641 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -8948698.000000 Penalty: 3624.446289
	Iteration 6F: 3 clusters Score -8948698 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -8953728.000000 Penalty: 3624.446289
	Iteration 7F: 3 clusters Score -8953728 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -8957499.000000 Penalty: 3624.446289
	Iteration 8F: 3 clusters Score -8957499 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67537 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8959669.000000 Penalty: 3624.446289
	Iteration 9Q: 3 clusters Score -8959669 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68706 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8960690.000000 Penalty: 3624.446289
	Iteration 10Q: 3 clusters Score -8960690 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8961105.000000 Penalty: 3624.446289
	Iteration 11Q: 3 clusters Score -8961105 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69372 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8961302.000000 Penalty: 3624.446289
	Iteration 12Q: 3 clusters Score -8961302 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8961371.000000 Penalty: 3624.446289
	Iteration 13Q: 3 clusters Score -8961371 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69455 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8961420.000000 Penalty: 3624.446289
	Iteration 14Q: 3 clusters Score -8961420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69475 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8961441.000000 Penalty: 3624.446289
	Iteration 15Q: 3 clusters Score -8961441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8961472.000000 Penalty: 3624.446289
	Iteration 16Q: 3 clusters Score -8961472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8961484.000000 Penalty: 3624.446289
	Iteration 17Q: 3 clusters Score -8961484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8961491.000000 Penalty: 3624.446289
	Iteration 18Q: 3 clusters Score -8961491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8961502.000000 Penalty: 3624.446289
	Iteration 19Q: 3 clusters Score -8961502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8961507.000000 Penalty: 3624.446289
	Iteration 20F: 3 clusters Score -8961507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8961513.000000 Penalty: 3624.446289
	Iteration 21Q: 3 clusters Score -8961513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8961520.000000 Penalty: 3624.446289
	Iteration 22Q: 3 clusters Score -8961520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8961520.000000 Penalty: 3624.446289
	Iteration 23Q: 3 clusters Score -8961520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8961524.000000 Penalty: 3624.446289
	Iteration 24Q: 3 clusters Score -8961524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8961516.000000 Penalty: 3624.446289
	Iteration 25Q: 3 clusters Score -8961516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8961516.000000 Penalty: 3624.446289
	Iteration 26F: 3 clusters Score -8961516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (128949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128949 members 
Entering Unmasked Estep 
Score: -16496395.000000 Penalty: 1912.165405
	Iteration 0F: 2 clusters Score -1.64964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 64620 members 
Entering Unmasked Estep 
Score: -16414437.000000 Penalty: 3824.330811
	Iteration 0F: 3 clusters Score -1.641444e+07 nChanged 62382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 67622 members 
Entering Unmasked Estep 
Score: -16451028.000000 Penalty: 3824.330811
	Iteration 1F: 3 clusters Score -1.645103e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -16452133.000000 Penalty: 3824.330811
	Iteration 2Q: 3 clusters Score -1.645213e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 72519 members 
Entering Unmasked Estep 
Score: -16453732.000000 Penalty: 3824.330811
	Iteration 3Q: 3 clusters Score -1.645373e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 76446 members 
Entering Unmasked Estep 
Score: -16456294.000000 Penalty: 3824.330811
	Iteration 4Q: 3 clusters Score -1.645629e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -16460254.000000 Penalty: 3824.330811
	Iteration 5F: 3 clusters Score -1.646025e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 87536 members 
Entering Unmasked Estep 
Score: -16466009.000000 Penalty: 3824.330811
	Iteration 6F: 3 clusters Score -1.646601e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -16472180.000000 Penalty: 3824.330811
	Iteration 7F: 3 clusters Score -1.647218e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 96195 members 
Entering Unmasked Estep 
Score: -16477359.000000 Penalty: 3824.330811
	Iteration 8F: 3 clusters Score -1.647736e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 97976 members 
Entering Unmasked Estep 
Score: -16479730.000000 Penalty: 3824.330811
	Iteration 9Q: 3 clusters Score -1.647973e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -16480711.000000 Penalty: 3824.330811
	Iteration 10Q: 3 clusters Score -1.648071e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 100139 members 
Entering Unmasked Estep 
Score: -16481204.000000 Penalty: 3824.330811
	Iteration 11Q: 3 clusters Score -1.64812e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 101003 members 
Entering Unmasked Estep 
Score: -16481587.000000 Penalty: 3824.330811
	Iteration 12Q: 3 clusters Score -1.648159e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 101860 members 
Entering Unmasked Estep 
Score: -16481978.000000 Penalty: 3824.330811
	Iteration 13Q: 3 clusters Score -1.648198e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 102687 members 
Entering Unmasked Estep 
Score: -16482382.000000 Penalty: 3824.330811
	Iteration 14Q: 3 clusters Score -1.648238e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 103464 members 
Entering Unmasked Estep 
Score: -16482731.000000 Penalty: 3824.330811
	Iteration 15Q: 3 clusters Score -1.648273e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 104238 members 
Entering Unmasked Estep 
Score: -16483038.000000 Penalty: 3824.330811
	Iteration 16Q: 3 clusters Score -1.648304e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 104965 members 
Entering Unmasked Estep 
Score: -16483313.000000 Penalty: 3824.330811
	Iteration 17Q: 3 clusters Score -1.648331e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 105619 members 
Entering Unmasked Estep 
Score: -16483602.000000 Penalty: 3824.330811
	Iteration 18Q: 3 clusters Score -1.64836e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 106306 members 
Entering Unmasked Estep 
Score: -16483862.000000 Penalty: 3824.330811
	Iteration 19Q: 3 clusters Score -1.648386e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 106964 members 
Entering Unmasked Estep 
Score: -16484182.000000 Penalty: 3824.330811
	Iteration 20F: 3 clusters Score -1.648418e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 107589 members 
Entering Unmasked Estep 
Score: -16484384.000000 Penalty: 3824.330811
	Iteration 21Q: 3 clusters Score -1.648438e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 108173 members 
Entering Unmasked Estep 
Score: -16484672.000000 Penalty: 3824.330811
	Iteration 22Q: 3 clusters Score -1.648467e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 108728 members 
Entering Unmasked Estep 
Score: -16485039.000000 Penalty: 3824.330811
	Iteration 23Q: 3 clusters Score -1.648504e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 109334 members 
Entering Unmasked Estep 
Score: -16485482.000000 Penalty: 3824.330811
	Iteration 24Q: 3 clusters Score -1.648548e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 109977 members 
Entering Unmasked Estep 
Score: -16485987.000000 Penalty: 3824.330811
	Iteration 25Q: 3 clusters Score -1.648599e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 110704 members 
Entering Unmasked Estep 
Score: -16486742.000000 Penalty: 3824.330811
	Iteration 26Q: 3 clusters Score -1.648674e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 111594 members 
Entering Unmasked Estep 
Score: -16487644.000000 Penalty: 3824.330811
	Iteration 27Q: 3 clusters Score -1.648764e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 112675 members 
Entering Unmasked Estep 
Score: -16488481.000000 Penalty: 3824.330811
	Iteration 28Q: 3 clusters Score -1.648848e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 113904 members 
Entering Unmasked Estep 
Score: -16489272.000000 Penalty: 3824.330811
	Iteration 29Q: 3 clusters Score -1.648927e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 115251 members 
Entering Unmasked Estep 
Score: -16490086.000000 Penalty: 3824.330811
	Iteration 30Q: 3 clusters Score -1.649009e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 116740 members 
Entering Unmasked Estep 
Score: -16490940.000000 Penalty: 3824.330811
	Iteration 31Q: 3 clusters Score -1.649094e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 118304 members 
Entering Unmasked Estep 
Score: -16491742.000000 Penalty: 3824.330811
	Iteration 32Q: 3 clusters Score -1.649174e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 119931 members 
Entering Unmasked Estep 
Score: -16492371.000000 Penalty: 3824.330811
	Iteration 33Q: 3 clusters Score -1.649237e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 121489 members 
Entering Unmasked Estep 
Score: -16492824.000000 Penalty: 3824.330811
	Iteration 34Q: 3 clusters Score -1.649282e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 122994 members 
Entering Unmasked Estep 
Score: -16493331.000000 Penalty: 3824.330811
	Iteration 35Q: 3 clusters Score -1.649333e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 124369 members 
Entering Unmasked Estep 
Score: -16493787.000000 Penalty: 3824.330811
	Iteration 36Q: 3 clusters Score -1.649379e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -16494137.000000 Penalty: 3824.330811
	Iteration 37Q: 3 clusters Score -1.649414e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 126621 members 
Entering Unmasked Estep 
Score: -16494339.000000 Penalty: 3824.330811
	Iteration 38Q: 3 clusters Score -1.649434e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 127462 members 
Entering Unmasked Estep 
Score: -16494574.000000 Penalty: 3824.330811
	Iteration 39Q: 3 clusters Score -1.649457e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 128015 members 
Entering Unmasked Estep 
Score: -16494626.000000 Penalty: 3824.330811
	Iteration 40F: 3 clusters Score -1.649463e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 128350 members 
Entering Unmasked Estep 
Score: -16494654.000000 Penalty: 3824.330811
	Iteration 41Q: 3 clusters Score -1.649465e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 128532 members 
Entering Unmasked Estep 
Score: -16494724.000000 Penalty: 3824.330811
	Iteration 42Q: 3 clusters Score -1.649472e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 128614 members 
Entering Unmasked Estep 
Score: -16494712.000000 Penalty: 3824.330811
	Iteration 43Q: 3 clusters Score -1.649471e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 128648 members 
Entering Unmasked Estep 
Score: -16494732.000000 Penalty: 3824.330811
	Iteration 44Q: 3 clusters Score -1.649473e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 128669 members 
Entering Unmasked Estep 
Score: -16494749.000000 Penalty: 3824.330811
	Iteration 45Q: 3 clusters Score -1.649475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 128683 members 
Entering Unmasked Estep 
Score: -16494755.000000 Penalty: 3824.330811
	Iteration 46Q: 3 clusters Score -1.649476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 128693 members 
Entering Unmasked Estep 
Score: -16494755.000000 Penalty: 3824.330811
	Iteration 47Q: 3 clusters Score -1.649476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 128703 members 
Entering Unmasked Estep 
Score: -16494763.000000 Penalty: 3824.330811
	Iteration 48Q: 3 clusters Score -1.649476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 128708 members 
Entering Unmasked Estep 
Score: -16494774.000000 Penalty: 3824.330811
	Iteration 49Q: 3 clusters Score -1.649477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 128714 members 
Entering Unmasked Estep 
Score: -16494769.000000 Penalty: 3824.330811
	Iteration 50Q: 3 clusters Score -1.649477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 128720 members 
Entering Unmasked Estep 
Score: -16494773.000000 Penalty: 3824.330811
	Iteration 51Q: 3 clusters Score -1.649477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 128722 members 
Entering Unmasked Estep 
Score: -16494786.000000 Penalty: 3824.330811
	Iteration 52Q: 3 clusters Score -1.649479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 128727 members 
Entering Unmasked Estep 
Score: -16494791.000000 Penalty: 3824.330811
	Iteration 53Q: 3 clusters Score -1.649479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 128727 members 
Entering Unmasked Estep 
Score: -16494791.000000 Penalty: 3824.330811
	Iteration 54F: 3 clusters Score -1.649479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Entering Unmasked Estep 
Score: -2362633.250000 Penalty: 1596.542480
	Iteration 0F: 2 clusters Score -2362633 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 9203 members 
Entering Unmasked Estep 
Score: -2349960.250000 Penalty: 3193.084961
	Iteration 0F: 3 clusters Score -2349960 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2354496.500000 Penalty: 3193.084961
	Iteration 1F: 3 clusters Score -2354496 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2354774.750000 Penalty: 3193.084961
	Iteration 2Q: 3 clusters Score -2354775 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2355011.500000 Penalty: 3193.084961
	Iteration 3Q: 3 clusters Score -2355012 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2355216.000000 Penalty: 3193.084961
	Iteration 4Q: 3 clusters Score -2355216 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2355444.750000 Penalty: 3193.084961
	Iteration 5Q: 3 clusters Score -2355445 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2355736.500000 Penalty: 3193.084961
	Iteration 6Q: 3 clusters Score -2355736 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2356116.250000 Penalty: 3193.084961
	Iteration 7Q: 3 clusters Score -2356116 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2356573.750000 Penalty: 3193.084961
	Iteration 8Q: 3 clusters Score -2356574 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2357188.250000 Penalty: 3193.084961
	Iteration 9F: 3 clusters Score -2357188 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2357982.250000 Penalty: 3193.084961
	Iteration 10F: 3 clusters Score -2357982 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2358871.250000 Penalty: 3193.084961
	Iteration 11F: 3 clusters Score -2358871 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2359735.250000 Penalty: 3193.084961
	Iteration 12F: 3 clusters Score -2359735 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2360339.000000 Penalty: 3193.084961
	Iteration 13Q: 3 clusters Score -2360339 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2360743.000000 Penalty: 3193.084961
	Iteration 14Q: 3 clusters Score -2360743 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2360964.750000 Penalty: 3193.084961
	Iteration 15Q: 3 clusters Score -2360965 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2361066.500000 Penalty: 3193.084961
	Iteration 16Q: 3 clusters Score -2361066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2361126.000000 Penalty: 3193.084961
	Iteration 17Q: 3 clusters Score -2361126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2361153.750000 Penalty: 3193.084961
	Iteration 18Q: 3 clusters Score -2361154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2361184.750000 Penalty: 3193.084961
	Iteration 19Q: 3 clusters Score -2361185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2361213.750000 Penalty: 3193.084961
	Iteration 20F: 3 clusters Score -2361214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2361244.250000 Penalty: 3193.084961
	Iteration 21Q: 3 clusters Score -2361244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2361265.250000 Penalty: 3193.084961
	Iteration 22Q: 3 clusters Score -2361265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2361271.750000 Penalty: 3193.084961
	Iteration 23Q: 3 clusters Score -2361272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2361280.500000 Penalty: 3193.084961
	Iteration 24Q: 3 clusters Score -2361280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2361289.750000 Penalty: 3193.084961
	Iteration 25Q: 3 clusters Score -2361290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2361296.250000 Penalty: 3193.084961
	Iteration 26Q: 3 clusters Score -2361296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2361304.500000 Penalty: 3193.084961
	Iteration 27Q: 3 clusters Score -2361304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2361305.750000 Penalty: 3193.084961
	Iteration 28Q: 3 clusters Score -2361306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2361309.500000 Penalty: 3193.084961
	Iteration 29Q: 3 clusters Score -2361310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2361310.250000 Penalty: 3193.084961
	Iteration 30Q: 3 clusters Score -2361310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2361310.250000 Penalty: 3193.084961
	Iteration 31F: 3 clusters Score -2361310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Entering Unmasked Estep 
Score: -968696.437500 Penalty: 1453.319824
	Iteration 0F: 2 clusters Score -968696.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -963074.625000 Penalty: 2906.639648
	Iteration 0F: 3 clusters Score -963074.6 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -964684.875000 Penalty: 2906.639648
	Iteration 1F: 3 clusters Score -964684.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -964900.437500 Penalty: 2906.639648
	Iteration 2F: 3 clusters Score -964900.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -965075.500000 Penalty: 2906.639648
	Iteration 3F: 3 clusters Score -965075.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -965213.625000 Penalty: 2906.639648
	Iteration 4Q: 3 clusters Score -965213.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -965364.187500 Penalty: 2906.639648
	Iteration 5Q: 3 clusters Score -965364.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -965516.250000 Penalty: 2906.639648
	Iteration 6Q: 3 clusters Score -965516.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -965678.937500 Penalty: 2906.639648
	Iteration 7Q: 3 clusters Score -965678.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -965873.250000 Penalty: 2906.639648
	Iteration 8Q: 3 clusters Score -965873.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -966097.187500 Penalty: 2906.639648
	Iteration 9Q: 3 clusters Score -966097.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -966326.687500 Penalty: 2906.639648
	Iteration 10F: 3 clusters Score -966326.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -966505.562500 Penalty: 2906.639648
	Iteration 11Q: 3 clusters Score -966505.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -966643.500000 Penalty: 2906.639648
	Iteration 12Q: 3 clusters Score -966643.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -966725.000000 Penalty: 2906.639648
	Iteration 13Q: 3 clusters Score -966725 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -966791.937500 Penalty: 2906.639648
	Iteration 14Q: 3 clusters Score -966791.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -966832.750000 Penalty: 2906.639648
	Iteration 15Q: 3 clusters Score -966832.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -966861.875000 Penalty: 2906.639648
	Iteration 16Q: 3 clusters Score -966861.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -966896.000000 Penalty: 2906.639648
	Iteration 17Q: 3 clusters Score -966896 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -966922.812500 Penalty: 2906.639648
	Iteration 18Q: 3 clusters Score -966922.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -966952.312500 Penalty: 2906.639648
	Iteration 19Q: 3 clusters Score -966952.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -966980.812500 Penalty: 2906.639648
	Iteration 20F: 3 clusters Score -966980.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -967014.125000 Penalty: 2906.639648
	Iteration 21Q: 3 clusters Score -967014.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -967042.437500 Penalty: 2906.639648
	Iteration 22Q: 3 clusters Score -967042.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -967067.687500 Penalty: 2906.639648
	Iteration 23Q: 3 clusters Score -967067.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -967101.750000 Penalty: 2906.639648
	Iteration 24Q: 3 clusters Score -967101.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -967128.562500 Penalty: 2906.639648
	Iteration 25Q: 3 clusters Score -967128.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -967155.375000 Penalty: 2906.639648
	Iteration 26Q: 3 clusters Score -967155.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -967191.875000 Penalty: 2906.639648
	Iteration 27Q: 3 clusters Score -967191.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -967222.500000 Penalty: 2906.639648
	Iteration 28Q: 3 clusters Score -967222.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -967256.125000 Penalty: 2906.639648
	Iteration 29Q: 3 clusters Score -967256.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -967291.500000 Penalty: 2906.639648
	Iteration 30Q: 3 clusters Score -967291.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -967327.875000 Penalty: 2906.639648
	Iteration 31Q: 3 clusters Score -967327.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -967368.562500 Penalty: 2906.639648
	Iteration 32Q: 3 clusters Score -967368.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -967407.312500 Penalty: 2906.639648
	Iteration 33Q: 3 clusters Score -967407.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -967454.625000 Penalty: 2906.639648
	Iteration 34Q: 3 clusters Score -967454.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -967506.125000 Penalty: 2906.639648
	Iteration 35Q: 3 clusters Score -967506.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -967562.875000 Penalty: 2906.639648
	Iteration 36Q: 3 clusters Score -967562.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -967623.875000 Penalty: 2906.639648
	Iteration 37Q: 3 clusters Score -967623.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -967689.687500 Penalty: 2906.639648
	Iteration 38Q: 3 clusters Score -967689.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -967734.500000 Penalty: 2906.639648
	Iteration 39Q: 3 clusters Score -967734.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -967783.750000 Penalty: 2906.639648
	Iteration 40F: 3 clusters Score -967783.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -967831.437500 Penalty: 2906.639648
	Iteration 41Q: 3 clusters Score -967831.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -967878.062500 Penalty: 2906.639648
	Iteration 42Q: 3 clusters Score -967878.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -967919.750000 Penalty: 2906.639648
	Iteration 43Q: 3 clusters Score -967919.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -967946.687500 Penalty: 2906.639648
	Iteration 44Q: 3 clusters Score -967946.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -967960.875000 Penalty: 2906.639648
	Iteration 45Q: 3 clusters Score -967960.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -967975.687500 Penalty: 2906.639648
	Iteration 46Q: 3 clusters Score -967975.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -967984.250000 Penalty: 2906.639648
	Iteration 47Q: 3 clusters Score -967984.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -967987.062500 Penalty: 2906.639648
	Iteration 48Q: 3 clusters Score -967987.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -967990.312500 Penalty: 2906.639648
	Iteration 49Q: 3 clusters Score -967990.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -967993.375000 Penalty: 2906.639648
	Iteration 50Q: 3 clusters Score -967993.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -967995.312500 Penalty: 2906.639648
	Iteration 51Q: 3 clusters Score -967995.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -968002.875000 Penalty: 2906.639648
	Iteration 52Q: 3 clusters Score -968002.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -968005.750000 Penalty: 2906.639648
	Iteration 53Q: 3 clusters Score -968005.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -968012.750000 Penalty: 2906.639648
	Iteration 54Q: 3 clusters Score -968012.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -968015.375000 Penalty: 2906.639648
	Iteration 55Q: 3 clusters Score -968015.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -968022.562500 Penalty: 2906.639648
	Iteration 56Q: 3 clusters Score -968022.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -968026.312500 Penalty: 2906.639648
	Iteration 57Q: 3 clusters Score -968026.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -968029.625000 Penalty: 2906.639648
	Iteration 58Q: 3 clusters Score -968029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -968033.125000 Penalty: 2906.639648
	Iteration 59Q: 3 clusters Score -968033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -968036.812500 Penalty: 2906.639648
	Iteration 60F: 3 clusters Score -968036.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -968043.500000 Penalty: 2906.639648
	Iteration 61Q: 3 clusters Score -968043.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -968051.625000 Penalty: 2906.639648
	Iteration 62Q: 3 clusters Score -968051.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -968058.000000 Penalty: 2906.639648
	Iteration 63Q: 3 clusters Score -968058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -968061.000000 Penalty: 2906.639648
	Iteration 64Q: 3 clusters Score -968061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -968067.000000 Penalty: 2906.639648
	Iteration 65Q: 3 clusters Score -968067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -968067.062500 Penalty: 2906.639648
	Iteration 66Q: 3 clusters Score -968067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -968071.687500 Penalty: 2906.639648
	Iteration 67Q: 3 clusters Score -968071.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -968071.625000 Penalty: 2906.639648
	Iteration 68Q: 3 clusters Score -968071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -968072.687500 Penalty: 2906.639648
	Iteration 69Q: 3 clusters Score -968072.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -968072.687500 Penalty: 2906.639648
	Iteration 70F: 3 clusters Score -968072.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (93640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93640 members 
Entering Unmasked Estep 
Score: -11915177.000000 Penalty: 1860.172119
	Iteration 0F: 2 clusters Score -1.191518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -11853637.000000 Penalty: 3720.344238
	Iteration 0F: 3 clusters Score -1.185364e+07 nChanged 44761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -11879493.000000 Penalty: 3720.344238
	Iteration 1F: 3 clusters Score -1.187949e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -11880218.000000 Penalty: 3720.344238
	Iteration 2Q: 3 clusters Score -1.188022e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -11881168.000000 Penalty: 3720.344238
	Iteration 3Q: 3 clusters Score -1.188117e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -11882894.000000 Penalty: 3720.344238
	Iteration 4Q: 3 clusters Score -1.188289e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -11885394.000000 Penalty: 3720.344238
	Iteration 5F: 3 clusters Score -1.188539e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -11889092.000000 Penalty: 3720.344238
	Iteration 6F: 3 clusters Score -1.188909e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -11894210.000000 Penalty: 3720.344238
	Iteration 7F: 3 clusters Score -1.189421e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78751 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -11899849.000000 Penalty: 3720.344238
	Iteration 8F: 3 clusters Score -1.189985e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -11905336.000000 Penalty: 3720.344238
	Iteration 9F: 3 clusters Score -1.190534e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89459 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -11909362.000000 Penalty: 3720.344238
	Iteration 10Q: 3 clusters Score -1.190936e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -11911835.000000 Penalty: 3720.344238
	Iteration 11Q: 3 clusters Score -1.191184e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93025 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -11912879.000000 Penalty: 3720.344238
	Iteration 12Q: 3 clusters Score -1.191288e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93343 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -11913237.000000 Penalty: 3720.344238
	Iteration 13Q: 3 clusters Score -1.191324e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11913350.000000 Penalty: 3720.344238
	Iteration 14Q: 3 clusters Score -1.191335e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93440 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11913402.000000 Penalty: 3720.344238
	Iteration 15Q: 3 clusters Score -1.19134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11913422.000000 Penalty: 3720.344238
	Iteration 16Q: 3 clusters Score -1.191342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93455 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11913432.000000 Penalty: 3720.344238
	Iteration 17Q: 3 clusters Score -1.191343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93459 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11913448.000000 Penalty: 3720.344238
	Iteration 18Q: 3 clusters Score -1.191345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93464 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11913445.000000 Penalty: 3720.344238
	Iteration 19Q: 3 clusters Score -1.191344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93470 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11913464.000000 Penalty: 3720.344238
	Iteration 20F: 3 clusters Score -1.191346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93472 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11913470.000000 Penalty: 3720.344238
	Iteration 21Q: 3 clusters Score -1.191347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93474 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11913464.000000 Penalty: 3720.344238
	Iteration 22Q: 3 clusters Score -1.191346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93477 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11913479.000000 Penalty: 3720.344238
	Iteration 23Q: 3 clusters Score -1.191348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11913488.000000 Penalty: 3720.344238
	Iteration 24Q: 3 clusters Score -1.191349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11913487.000000 Penalty: 3720.344238
	Iteration 25Q: 3 clusters Score -1.191349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11913491.000000 Penalty: 3720.344238
	Iteration 26Q: 3 clusters Score -1.191349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11913488.000000 Penalty: 3720.344238
	Iteration 27Q: 3 clusters Score -1.191349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11913488.000000 Penalty: 3720.344238
	Iteration 28F: 3 clusters Score -1.191349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Entering Unmasked Estep 
Score: -962848.625000 Penalty: 1458.539795
	Iteration 0F: 2 clusters Score -962848.6 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 4042 members 
Entering Unmasked Estep 
Score: -957043.437500 Penalty: 2917.079590
	Iteration 0F: 3 clusters Score -957043.4 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -958942.375000 Penalty: 2917.079590
	Iteration 1F: 3 clusters Score -958942.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -959277.125000 Penalty: 2917.079590
	Iteration 2F: 3 clusters Score -959277.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -959689.250000 Penalty: 2917.079590
	Iteration 3F: 3 clusters Score -959689.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -960110.062500 Penalty: 2917.079590
	Iteration 4F: 3 clusters Score -960110.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -960531.625000 Penalty: 2917.079590
	Iteration 5F: 3 clusters Score -960531.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -960948.625000 Penalty: 2917.079590
	Iteration 6F: 3 clusters Score -960948.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -961330.312500 Penalty: 2917.079590
	Iteration 7F: 3 clusters Score -961330.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -961666.937500 Penalty: 2917.079590
	Iteration 8F: 3 clusters Score -961666.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -961902.750000 Penalty: 2917.079590
	Iteration 9Q: 3 clusters Score -961902.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -962068.750000 Penalty: 2917.079590
	Iteration 10Q: 3 clusters Score -962068.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -962173.750000 Penalty: 2917.079590
	Iteration 11Q: 3 clusters Score -962173.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -962240.562500 Penalty: 2917.079590
	Iteration 12Q: 3 clusters Score -962240.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -962274.250000 Penalty: 2917.079590
	Iteration 13Q: 3 clusters Score -962274.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -962294.375000 Penalty: 2917.079590
	Iteration 14Q: 3 clusters Score -962294.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -962304.375000 Penalty: 2917.079590
	Iteration 15Q: 3 clusters Score -962304.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -962311.812500 Penalty: 2917.079590
	Iteration 16Q: 3 clusters Score -962311.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -962317.125000 Penalty: 2917.079590
	Iteration 17Q: 3 clusters Score -962317.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -962327.375000 Penalty: 2917.079590
	Iteration 18Q: 3 clusters Score -962327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -962328.250000 Penalty: 2917.079590
	Iteration 19Q: 3 clusters Score -962328.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -962328.812500 Penalty: 2917.079590
	Iteration 20F: 3 clusters Score -962328.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -962330.625000 Penalty: 2917.079590
	Iteration 21Q: 3 clusters Score -962330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -962330.062500 Penalty: 2917.079590
	Iteration 22Q: 3 clusters Score -962330.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -962333.125000 Penalty: 2917.079590
	Iteration 23Q: 3 clusters Score -962333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -962332.125000 Penalty: 2917.079590
	Iteration 24Q: 3 clusters Score -962332.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -962332.125000 Penalty: 2917.079590
	Iteration 25F: 3 clusters Score -962332.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Entering Unmasked Estep 
Score: -484558.656250 Penalty: 1363.971191
	Iteration 0F: 2 clusters Score -484558.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -480975.656250 Penalty: 2727.942383
	Iteration 0F: 3 clusters Score -480975.7 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -482122.656250 Penalty: 2727.942383
	Iteration 1F: 3 clusters Score -482122.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -482441.031250 Penalty: 2727.942383
	Iteration 2F: 3 clusters Score -482441 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -482714.375000 Penalty: 2727.942383
	Iteration 3F: 3 clusters Score -482714.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -482975.031250 Penalty: 2727.942383
	Iteration 4F: 3 clusters Score -482975 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -483207.843750 Penalty: 2727.942383
	Iteration 5F: 3 clusters Score -483207.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -483351.531250 Penalty: 2727.942383
	Iteration 6Q: 3 clusters Score -483351.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -483455.718750 Penalty: 2727.942383
	Iteration 7Q: 3 clusters Score -483455.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -483527.687500 Penalty: 2727.942383
	Iteration 8Q: 3 clusters Score -483527.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -483579.812500 Penalty: 2727.942383
	Iteration 9Q: 3 clusters Score -483579.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -483606.406250 Penalty: 2727.942383
	Iteration 10Q: 3 clusters Score -483606.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -483629.750000 Penalty: 2727.942383
	Iteration 11Q: 3 clusters Score -483629.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -483657.718750 Penalty: 2727.942383
	Iteration 12Q: 3 clusters Score -483657.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -483674.250000 Penalty: 2727.942383
	Iteration 13Q: 3 clusters Score -483674.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -483687.968750 Penalty: 2727.942383
	Iteration 14Q: 3 clusters Score -483688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -483702.875000 Penalty: 2727.942383
	Iteration 15Q: 3 clusters Score -483702.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -483711.968750 Penalty: 2727.942383
	Iteration 16Q: 3 clusters Score -483712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -483724.343750 Penalty: 2727.942383
	Iteration 17Q: 3 clusters Score -483724.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -483739.187500 Penalty: 2727.942383
	Iteration 18Q: 3 clusters Score -483739.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -483748.406250 Penalty: 2727.942383
	Iteration 19Q: 3 clusters Score -483748.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -483756.218750 Penalty: 2727.942383
	Iteration 20F: 3 clusters Score -483756.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -483760.125000 Penalty: 2727.942383
	Iteration 21Q: 3 clusters Score -483760.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -483764.437500 Penalty: 2727.942383
	Iteration 22Q: 3 clusters Score -483764.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -483770.062500 Penalty: 2727.942383
	Iteration 23Q: 3 clusters Score -483770.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -483774.593750 Penalty: 2727.942383
	Iteration 24Q: 3 clusters Score -483774.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -483781.531250 Penalty: 2727.942383
	Iteration 25Q: 3 clusters Score -483781.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -483785.000000 Penalty: 2727.942383
	Iteration 26Q: 3 clusters Score -483785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -483789.812500 Penalty: 2727.942383
	Iteration 27Q: 3 clusters Score -483789.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -483793.156250 Penalty: 2727.942383
	Iteration 28Q: 3 clusters Score -483793.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -483795.281250 Penalty: 2727.942383
	Iteration 29Q: 3 clusters Score -483795.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -483798.687500 Penalty: 2727.942383
	Iteration 30Q: 3 clusters Score -483798.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -483801.468750 Penalty: 2727.942383
	Iteration 31Q: 3 clusters Score -483801.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -483802.656250 Penalty: 2727.942383
	Iteration 32Q: 3 clusters Score -483802.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -483803.093750 Penalty: 2727.942383
	Iteration 33Q: 3 clusters Score -483803.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -483804.500000 Penalty: 2727.942383
	Iteration 34Q: 3 clusters Score -483804.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -483805.093750 Penalty: 2727.942383
	Iteration 35Q: 3 clusters Score -483805.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -483806.343750 Penalty: 2727.942383
	Iteration 36Q: 3 clusters Score -483806.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -483807.343750 Penalty: 2727.942383
	Iteration 37Q: 3 clusters Score -483807.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -483809.375000 Penalty: 2727.942383
	Iteration 38Q: 3 clusters Score -483809.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -483810.000000 Penalty: 2727.942383
	Iteration 39Q: 3 clusters Score -483810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -483811.437500 Penalty: 2727.942383
	Iteration 40F: 3 clusters Score -483811.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -483811.375000 Penalty: 2727.942383
	Iteration 41Q: 3 clusters Score -483811.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -483811.187500 Penalty: 2727.942383
	Iteration 42Q: 3 clusters Score -483811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -483811.906250 Penalty: 2727.942383
	Iteration 43Q: 3 clusters Score -483811.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -483812.343750 Penalty: 2727.942383
	Iteration 44Q: 3 clusters Score -483812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -483813.718750 Penalty: 2727.942383
	Iteration 45Q: 3 clusters Score -483813.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -483813.500000 Penalty: 2727.942383
	Iteration 46Q: 3 clusters Score -483813.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -483813.500000 Penalty: 2727.942383
	Iteration 47Q: 3 clusters Score -483813.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -483814.968750 Penalty: 2727.942383
	Iteration 48Q: 3 clusters Score -483815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -483815.250000 Penalty: 2727.942383
	Iteration 49Q: 3 clusters Score -483815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -483815.875000 Penalty: 2727.942383
	Iteration 50Q: 3 clusters Score -483815.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -483818.062500 Penalty: 2727.942383
	Iteration 51Q: 3 clusters Score -483818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -483818.187500 Penalty: 2727.942383
	Iteration 52Q: 3 clusters Score -483818.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -483818.468750 Penalty: 2727.942383
	Iteration 53Q: 3 clusters Score -483818.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -483818.750000 Penalty: 2727.942383
	Iteration 54Q: 3 clusters Score -483818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -483820.406250 Penalty: 2727.942383
	Iteration 55Q: 3 clusters Score -483820.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -483821.781250 Penalty: 2727.942383
	Iteration 56Q: 3 clusters Score -483821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -483822.468750 Penalty: 2727.942383
	Iteration 57Q: 3 clusters Score -483822.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -483822.468750 Penalty: 2727.942383
	Iteration 58Q: 3 clusters Score -483822.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -483824.687500 Penalty: 2727.942383
	Iteration 59Q: 3 clusters Score -483824.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -483825.968750 Penalty: 2727.942383
	Iteration 60F: 3 clusters Score -483826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -483827.281250 Penalty: 2727.942383
	Iteration 61Q: 3 clusters Score -483827.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -483828.281250 Penalty: 2727.942383
	Iteration 62Q: 3 clusters Score -483828.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -483828.531250 Penalty: 2727.942383
	Iteration 63Q: 3 clusters Score -483828.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -483829.593750 Penalty: 2727.942383
	Iteration 64Q: 3 clusters Score -483829.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -483829.750000 Penalty: 2727.942383
	Iteration 65Q: 3 clusters Score -483829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -483830.031250 Penalty: 2727.942383
	Iteration 66Q: 3 clusters Score -483830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -483830.375000 Penalty: 2727.942383
	Iteration 67Q: 3 clusters Score -483830.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -483831.312500 Penalty: 2727.942383
	Iteration 68Q: 3 clusters Score -483831.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -483830.406250 Penalty: 2727.942383
	Iteration 69Q: 3 clusters Score -483830.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -483830.406250 Penalty: 2727.942383
	Iteration 70F: 3 clusters Score -483830.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -485891.343750 Penalty: 1342.330200
	Iteration 0F: 2 clusters Score -485891.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -482620.125000 Penalty: 2684.660400
	Iteration 0F: 3 clusters Score -482620.1 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -483434.593750 Penalty: 2684.660400
	Iteration 1F: 3 clusters Score -483434.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -483578.156250 Penalty: 2684.660400
	Iteration 2F: 3 clusters Score -483578.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -483688.468750 Penalty: 2684.660400
	Iteration 3F: 3 clusters Score -483688.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -483781.593750 Penalty: 2684.660400
	Iteration 4Q: 3 clusters Score -483781.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -483862.468750 Penalty: 2684.660400
	Iteration 5Q: 3 clusters Score -483862.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -483946.062500 Penalty: 2684.660400
	Iteration 6Q: 3 clusters Score -483946.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -484033.656250 Penalty: 2684.660400
	Iteration 7Q: 3 clusters Score -484033.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -484134.031250 Penalty: 2684.660400
	Iteration 8Q: 3 clusters Score -484134 nChanged 134
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: -484227.093750 Penalty: 2684.660400
	Iteration 9Q: 3 clusters Score -484227.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -484340.000000 Penalty: 2684.660400
	Iteration 10Q: 3 clusters Score -484340 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -484450.843750 Penalty: 2684.660400
	Iteration 11Q: 3 clusters Score -484450.8 nChanged 146
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: -484553.343750 Penalty: 2684.660400
	Iteration 12Q: 3 clusters Score -484553.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -484656.562500 Penalty: 2684.660400
	Iteration 13Q: 3 clusters Score -484656.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -484746.031250 Penalty: 2684.660400
	Iteration 14Q: 3 clusters Score -484746 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -484816.093750 Penalty: 2684.660400
	Iteration 15Q: 3 clusters Score -484816.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -484855.468750 Penalty: 2684.660400
	Iteration 16Q: 3 clusters Score -484855.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -484880.750000 Penalty: 2684.660400
	Iteration 17Q: 3 clusters Score -484880.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -484902.750000 Penalty: 2684.660400
	Iteration 18Q: 3 clusters Score -484902.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -484922.562500 Penalty: 2684.660400
	Iteration 19Q: 3 clusters Score -484922.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -484940.156250 Penalty: 2684.660400
	Iteration 20F: 3 clusters Score -484940.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -484959.843750 Penalty: 2684.660400
	Iteration 21Q: 3 clusters Score -484959.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -484973.312500 Penalty: 2684.660400
	Iteration 22Q: 3 clusters Score -484973.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -484982.250000 Penalty: 2684.660400
	Iteration 23Q: 3 clusters Score -484982.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -484990.718750 Penalty: 2684.660400
	Iteration 24Q: 3 clusters Score -484990.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -484994.468750 Penalty: 2684.660400
	Iteration 25Q: 3 clusters Score -484994.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -484998.187500 Penalty: 2684.660400
	Iteration 26Q: 3 clusters Score -484998.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -485000.406250 Penalty: 2684.660400
	Iteration 27Q: 3 clusters Score -485000.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -485001.593750 Penalty: 2684.660400
	Iteration 28Q: 3 clusters Score -485001.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -485001.531250 Penalty: 2684.660400
	Iteration 29Q: 3 clusters Score -485001.5 nChanged 4
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: -485001.906250 Penalty: 2684.660400
	Iteration 30Q: 3 clusters Score -485001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -485002.718750 Penalty: 2684.660400
	Iteration 31Q: 3 clusters Score -485002.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -485004.125000 Penalty: 2684.660400
	Iteration 32Q: 3 clusters Score -485004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -485003.625000 Penalty: 2684.660400
	Iteration 33Q: 3 clusters Score -485003.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -485003.625000 Penalty: 2684.660400
	Iteration 34F: 3 clusters Score -485003.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83891 members 
Entering Unmasked Estep 
Score: -9934163.000000 Penalty: 1842.307007
	Iteration 0F: 2 clusters Score -9934163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -9878037.000000 Penalty: 3684.614014
	Iteration 0F: 3 clusters Score -9878037 nChanged 40058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -9902298.000000 Penalty: 3684.614014
	Iteration 1F: 3 clusters Score -9902298 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -9904005.000000 Penalty: 3684.614014
	Iteration 2F: 3 clusters Score -9904005 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -9906483.000000 Penalty: 3684.614014
	Iteration 3F: 3 clusters Score -9906483 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -9909901.000000 Penalty: 3684.614014
	Iteration 4F: 3 clusters Score -9909901 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -9914247.000000 Penalty: 3684.614014
	Iteration 5F: 3 clusters Score -9914247 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -9918592.000000 Penalty: 3684.614014
	Iteration 6F: 3 clusters Score -9918592 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -9922384.000000 Penalty: 3684.614014
	Iteration 7F: 3 clusters Score -9922384 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -9925012.000000 Penalty: 3684.614014
	Iteration 8Q: 3 clusters Score -9925012 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71859 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -9926620.000000 Penalty: 3684.614014
	Iteration 9Q: 3 clusters Score -9926620 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73643 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -9927725.000000 Penalty: 3684.614014
	Iteration 10Q: 3 clusters Score -9927725 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -9928487.000000 Penalty: 3684.614014
	Iteration 11Q: 3 clusters Score -9928487 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -9929142.000000 Penalty: 3684.614014
	Iteration 12Q: 3 clusters Score -9929142 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77598 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -9929655.000000 Penalty: 3684.614014
	Iteration 13Q: 3 clusters Score -9929655 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78666 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -9930232.000000 Penalty: 3684.614014
	Iteration 14Q: 3 clusters Score -9930232 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79646 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -9930814.000000 Penalty: 3684.614014
	Iteration 15Q: 3 clusters Score -9930814 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -9931325.000000 Penalty: 3684.614014
	Iteration 16Q: 3 clusters Score -9931325 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81141 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -9931684.000000 Penalty: 3684.614014
	Iteration 17Q: 3 clusters Score -9931684 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -9931904.000000 Penalty: 3684.614014
	Iteration 18Q: 3 clusters Score -9931904 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -9932160.000000 Penalty: 3684.614014
	Iteration 19Q: 3 clusters Score -9932160 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9932311.000000 Penalty: 3684.614014
	Iteration 20F: 3 clusters Score -9932311 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -9932408.000000 Penalty: 3684.614014
	Iteration 21Q: 3 clusters Score -9932408 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82690 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9932502.000000 Penalty: 3684.614014
	Iteration 22Q: 3 clusters Score -9932502 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82816 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9932591.000000 Penalty: 3684.614014
	Iteration 23Q: 3 clusters Score -9932591 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9932667.000000 Penalty: 3684.614014
	Iteration 24Q: 3 clusters Score -9932667 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83002 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9932726.000000 Penalty: 3684.614014
	Iteration 25Q: 3 clusters Score -9932726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9932764.000000 Penalty: 3684.614014
	Iteration 26Q: 3 clusters Score -9932764 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83106 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9932836.000000 Penalty: 3684.614014
	Iteration 27Q: 3 clusters Score -9932836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83134 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9932867.000000 Penalty: 3684.614014
	Iteration 28Q: 3 clusters Score -9932867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83143 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9932888.000000 Penalty: 3684.614014
	Iteration 29Q: 3 clusters Score -9932888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9932901.000000 Penalty: 3684.614014
	Iteration 30Q: 3 clusters Score -9932901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83167 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9932933.000000 Penalty: 3684.614014
	Iteration 31Q: 3 clusters Score -9932933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9932961.000000 Penalty: 3684.614014
	Iteration 32Q: 3 clusters Score -9932961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9932969.000000 Penalty: 3684.614014
	Iteration 33Q: 3 clusters Score -9932969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9932973.000000 Penalty: 3684.614014
	Iteration 34Q: 3 clusters Score -9932973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9932982.000000 Penalty: 3684.614014
	Iteration 35Q: 3 clusters Score -9932982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9932978.000000 Penalty: 3684.614014
	Iteration 36Q: 3 clusters Score -9932978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9932986.000000 Penalty: 3684.614014
	Iteration 37Q: 3 clusters Score -9932986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9933001.000000 Penalty: 3684.614014
	Iteration 38Q: 3 clusters Score -9933001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9933003.000000 Penalty: 3684.614014
	Iteration 39Q: 3 clusters Score -9933003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9932998.000000 Penalty: 3684.614014
	Iteration 40F: 3 clusters Score -9932998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9933001.000000 Penalty: 3684.614014
	Iteration 41Q: 3 clusters Score -9933001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83182 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9933005.000000 Penalty: 3684.614014
	Iteration 42Q: 3 clusters Score -9933005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9932996.000000 Penalty: 3684.614014
	Iteration 43Q: 3 clusters Score -9932996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9933001.000000 Penalty: 3684.614014
	Iteration 44Q: 3 clusters Score -9933001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9932998.000000 Penalty: 3684.614014
	Iteration 45Q: 3 clusters Score -9932998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83180 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9932995.000000 Penalty: 3684.614014
	Iteration 46Q: 3 clusters Score -9932995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9933003.000000 Penalty: 3684.614014
	Iteration 47Q: 3 clusters Score -9933003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9933003.000000 Penalty: 3684.614014
	Iteration 48F: 3 clusters Score -9933003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -163742.515625 Penalty: 1170.674194
	Iteration 0F: 2 clusters Score -163742.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -162059.515625 Penalty: 2341.348389
	Iteration 0F: 3 clusters Score -162059.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162369.734375 Penalty: 2341.348389
	Iteration 1F: 3 clusters Score -162369.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -162476.390625 Penalty: 2341.348389
	Iteration 2F: 3 clusters Score -162476.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -162530.343750 Penalty: 2341.348389
	Iteration 3Q: 3 clusters Score -162530.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -162572.296875 Penalty: 2341.348389
	Iteration 4Q: 3 clusters Score -162572.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -162605.984375 Penalty: 2341.348389
	Iteration 5Q: 3 clusters Score -162606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -162618.750000 Penalty: 2341.348389
	Iteration 6Q: 3 clusters Score -162618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -162626.015625 Penalty: 2341.348389
	Iteration 7Q: 3 clusters Score -162626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -162632.140625 Penalty: 2341.348389
	Iteration 8Q: 3 clusters Score -162632.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162640.000000 Penalty: 2341.348389
	Iteration 9Q: 3 clusters Score -162640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -162640.937500 Penalty: 2341.348389
	Iteration 10Q: 3 clusters Score -162640.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -162642.046875 Penalty: 2341.348389
	Iteration 11Q: 3 clusters Score -162642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -162643.875000 Penalty: 2341.348389
	Iteration 12Q: 3 clusters Score -162643.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -162645.593750 Penalty: 2341.348389
	Iteration 13Q: 3 clusters Score -162645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -162646.515625 Penalty: 2341.348389
	Iteration 14Q: 3 clusters Score -162646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -162646.890625 Penalty: 2341.348389
	Iteration 15Q: 3 clusters Score -162646.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -162647.078125 Penalty: 2341.348389
	Iteration 16Q: 3 clusters Score -162647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -162647.890625 Penalty: 2341.348389
	Iteration 17Q: 3 clusters Score -162647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -162648.296875 Penalty: 2341.348389
	Iteration 18Q: 3 clusters Score -162648.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -162648.296875 Penalty: 2341.348389
	Iteration 19F: 3 clusters Score -162648.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Entering Unmasked Estep 
Score: -7207481.000000 Penalty: 1778.266968
	Iteration 0F: 2 clusters Score -7207481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -7169743.500000 Penalty: 3556.533936
	Iteration 0F: 3 clusters Score -7169744 nChanged 26636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -7185183.500000 Penalty: 3556.533936
	Iteration 1F: 3 clusters Score -7185184 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -7186131.500000 Penalty: 3556.533936
	Iteration 2Q: 3 clusters Score -7186132 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -7187468.000000 Penalty: 3556.533936
	Iteration 3Q: 3 clusters Score -7187468 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -7189433.500000 Penalty: 3556.533936
	Iteration 4F: 3 clusters Score -7189434 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -7191988.000000 Penalty: 3556.533936
	Iteration 5F: 3 clusters Score -7191988 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -7195194.000000 Penalty: 3556.533936
	Iteration 6F: 3 clusters Score -7195194 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -7198701.000000 Penalty: 3556.533936
	Iteration 7F: 3 clusters Score -7198701 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -7201351.500000 Penalty: 3556.533936
	Iteration 8F: 3 clusters Score -7201352 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -7202684.500000 Penalty: 3556.533936
	Iteration 9Q: 3 clusters Score -7202684 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -7203318.500000 Penalty: 3556.533936
	Iteration 10Q: 3 clusters Score -7203318 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -7203716.000000 Penalty: 3556.533936
	Iteration 11Q: 3 clusters Score -7203716 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -7204034.500000 Penalty: 3556.533936
	Iteration 12Q: 3 clusters Score -7204034 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -7204355.500000 Penalty: 3556.533936
	Iteration 13Q: 3 clusters Score -7204356 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -7204482.500000 Penalty: 3556.533936
	Iteration 14Q: 3 clusters Score -7204482 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -7204696.500000 Penalty: 3556.533936
	Iteration 15Q: 3 clusters Score -7204696 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -7204852.500000 Penalty: 3556.533936
	Iteration 16Q: 3 clusters Score -7204852 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -7204979.500000 Penalty: 3556.533936
	Iteration 17Q: 3 clusters Score -7204980 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -7205072.000000 Penalty: 3556.533936
	Iteration 18Q: 3 clusters Score -7205072 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -7205163.000000 Penalty: 3556.533936
	Iteration 19Q: 3 clusters Score -7205163 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -7205249.500000 Penalty: 3556.533936
	Iteration 20F: 3 clusters Score -7205250 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -7205323.500000 Penalty: 3556.533936
	Iteration 21Q: 3 clusters Score -7205324 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -7205407.500000 Penalty: 3556.533936
	Iteration 22Q: 3 clusters Score -7205408 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -7205479.500000 Penalty: 3556.533936
	Iteration 23Q: 3 clusters Score -7205480 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -7205534.000000 Penalty: 3556.533936
	Iteration 24Q: 3 clusters Score -7205534 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -7205607.500000 Penalty: 3556.533936
	Iteration 25Q: 3 clusters Score -7205608 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -7205699.000000 Penalty: 3556.533936
	Iteration 26Q: 3 clusters Score -7205699 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -7205740.000000 Penalty: 3556.533936
	Iteration 27Q: 3 clusters Score -7205740 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -7205774.000000 Penalty: 3556.533936
	Iteration 28Q: 3 clusters Score -7205774 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -7205831.500000 Penalty: 3556.533936
	Iteration 29Q: 3 clusters Score -7205832 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -7205877.500000 Penalty: 3556.533936
	Iteration 30Q: 3 clusters Score -7205878 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -7205898.000000 Penalty: 3556.533936
	Iteration 31Q: 3 clusters Score -7205898 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -7205954.500000 Penalty: 3556.533936
	Iteration 32Q: 3 clusters Score -7205954 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -7205978.500000 Penalty: 3556.533936
	Iteration 33Q: 3 clusters Score -7205978 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -7206003.000000 Penalty: 3556.533936
	Iteration 34Q: 3 clusters Score -7206003 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -7206032.000000 Penalty: 3556.533936
	Iteration 35Q: 3 clusters Score -7206032 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -7206084.500000 Penalty: 3556.533936
	Iteration 36Q: 3 clusters Score -7206084 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -7206083.000000 Penalty: 3556.533936
	Iteration 37Q: 3 clusters Score -7206083 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -7206115.500000 Penalty: 3556.533936
	Iteration 38Q: 3 clusters Score -7206116 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -7206143.000000 Penalty: 3556.533936
	Iteration 39Q: 3 clusters Score -7206143 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -7206159.500000 Penalty: 3556.533936
	Iteration 40F: 3 clusters Score -7206160 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -7206192.500000 Penalty: 3556.533936
	Iteration 41Q: 3 clusters Score -7206192 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -7206255.500000 Penalty: 3556.533936
	Iteration 42Q: 3 clusters Score -7206256 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -7206278.500000 Penalty: 3556.533936
	Iteration 43Q: 3 clusters Score -7206278 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -7206291.500000 Penalty: 3556.533936
	Iteration 44Q: 3 clusters Score -7206292 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -7206293.500000 Penalty: 3556.533936
	Iteration 45Q: 3 clusters Score -7206294 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -7206316.500000 Penalty: 3556.533936
	Iteration 46Q: 3 clusters Score -7206316 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -7206332.000000 Penalty: 3556.533936
	Iteration 47Q: 3 clusters Score -7206332 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -7206364.000000 Penalty: 3556.533936
	Iteration 48Q: 3 clusters Score -7206364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -7206362.500000 Penalty: 3556.533936
	Iteration 49Q: 3 clusters Score -7206362 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -7206373.500000 Penalty: 3556.533936
	Iteration 50Q: 3 clusters Score -7206374 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -7206400.500000 Penalty: 3556.533936
	Iteration 51Q: 3 clusters Score -7206400 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -7206416.000000 Penalty: 3556.533936
	Iteration 52Q: 3 clusters Score -7206416 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -7206406.500000 Penalty: 3556.533936
	Iteration 53Q: 3 clusters Score -7206406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -7206412.500000 Penalty: 3556.533936
	Iteration 54Q: 3 clusters Score -7206412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -7206417.000000 Penalty: 3556.533936
	Iteration 55Q: 3 clusters Score -7206417 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -7206430.000000 Penalty: 3556.533936
	Iteration 56Q: 3 clusters Score -7206430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -7206446.500000 Penalty: 3556.533936
	Iteration 57Q: 3 clusters Score -7206446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -7206443.000000 Penalty: 3556.533936
	Iteration 58Q: 3 clusters Score -7206443 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -7206441.500000 Penalty: 3556.533936
	Iteration 59Q: 3 clusters Score -7206442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -7206438.000000 Penalty: 3556.533936
	Iteration 60F: 3 clusters Score -7206438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -7206441.000000 Penalty: 3556.533936
	Iteration 61Q: 3 clusters Score -7206441 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -7206446.500000 Penalty: 3556.533936
	Iteration 62Q: 3 clusters Score -7206446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -7206431.000000 Penalty: 3556.533936
	Iteration 63Q: 3 clusters Score -7206431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -7206440.500000 Penalty: 3556.533936
	Iteration 64Q: 3 clusters Score -7206440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -7206450.500000 Penalty: 3556.533936
	Iteration 65Q: 3 clusters Score -7206450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -7206460.000000 Penalty: 3556.533936
	Iteration 66Q: 3 clusters Score -7206460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -7206459.500000 Penalty: 3556.533936
	Iteration 67Q: 3 clusters Score -7206460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -7206458.500000 Penalty: 3556.533936
	Iteration 68Q: 3 clusters Score -7206458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -7206465.000000 Penalty: 3556.533936
	Iteration 69Q: 3 clusters Score -7206465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -7206465.000000 Penalty: 3556.533936
	Iteration 70Q: 3 clusters Score -7206465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -7206466.500000 Penalty: 3556.533936
	Iteration 71Q: 3 clusters Score -7206466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -7206455.500000 Penalty: 3556.533936
	Iteration 72Q: 3 clusters Score -7206456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -7206465.500000 Penalty: 3556.533936
	Iteration 73Q: 3 clusters Score -7206466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -7206480.500000 Penalty: 3556.533936
	Iteration 74Q: 3 clusters Score -7206480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -7206479.000000 Penalty: 3556.533936
	Iteration 75Q: 3 clusters Score -7206479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -7206474.500000 Penalty: 3556.533936
	Iteration 76Q: 3 clusters Score -7206474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -7206477.000000 Penalty: 3556.533936
	Iteration 77Q: 3 clusters Score -7206477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -7206476.000000 Penalty: 3556.533936
	Iteration 78Q: 3 clusters Score -7206476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -7206482.500000 Penalty: 3556.533936
	Iteration 79Q: 3 clusters Score -7206482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -7206486.500000 Penalty: 3556.533936
	Iteration 80F: 3 clusters Score -7206486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -7206483.500000 Penalty: 3556.533936
	Iteration 81Q: 3 clusters Score -7206484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -7206483.000000 Penalty: 3556.533936
	Iteration 82Q: 3 clusters Score -7206483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -7206486.500000 Penalty: 3556.533936
	Iteration 83Q: 3 clusters Score -7206486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -7206506.000000 Penalty: 3556.533936
	Iteration 84Q: 3 clusters Score -7206506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -7206504.000000 Penalty: 3556.533936
	Iteration 85Q: 3 clusters Score -7206504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -7206510.000000 Penalty: 3556.533936
	Iteration 86Q: 3 clusters Score -7206510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -7206501.000000 Penalty: 3556.533936
	Iteration 87Q: 3 clusters Score -7206501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -7206518.000000 Penalty: 3556.533936
	Iteration 88Q: 3 clusters Score -7206518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -7206517.500000 Penalty: 3556.533936
	Iteration 89Q: 3 clusters Score -7206518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -7206510.500000 Penalty: 3556.533936
	Iteration 90Q: 3 clusters Score -7206510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -7206496.500000 Penalty: 3556.533936
	Iteration 91Q: 3 clusters Score -7206496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -7206492.500000 Penalty: 3556.533936
	Iteration 92Q: 3 clusters Score -7206492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -7206515.000000 Penalty: 3556.533936
	Iteration 93Q: 3 clusters Score -7206515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -7206508.500000 Penalty: 3556.533936
	Iteration 94Q: 3 clusters Score -7206508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -7206514.500000 Penalty: 3556.533936
	Iteration 95Q: 3 clusters Score -7206514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -7206520.500000 Penalty: 3556.533936
	Iteration 96Q: 3 clusters Score -7206520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52084 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -7206523.000000 Penalty: 3556.533936
	Iteration 97Q: 3 clusters Score -7206523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -7206531.500000 Penalty: 3556.533936
	Iteration 98Q: 3 clusters Score -7206532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -7206535.500000 Penalty: 3556.533936
	Iteration 99Q: 3 clusters Score -7206536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -7206533.500000 Penalty: 3556.533936
	Iteration 100F: 3 clusters Score -7206534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -7206534.000000 Penalty: 3556.533936
	Iteration 101Q: 3 clusters Score -7206534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -7206536.000000 Penalty: 3556.533936
	Iteration 102Q: 3 clusters Score -7206536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -7206532.500000 Penalty: 3556.533936
	Iteration 103Q: 3 clusters Score -7206532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -7206526.500000 Penalty: 3556.533936
	Iteration 104Q: 3 clusters Score -7206526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -7206530.500000 Penalty: 3556.533936
	Iteration 105Q: 3 clusters Score -7206530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -7206529.000000 Penalty: 3556.533936
	Iteration 106Q: 3 clusters Score -7206529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -7206526.000000 Penalty: 3556.533936
	Iteration 107Q: 3 clusters Score -7206526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -7206526.000000 Penalty: 3556.533936
	Iteration 108Q: 3 clusters Score -7206526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -7206527.500000 Penalty: 3556.533936
	Iteration 109Q: 3 clusters Score -7206528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -7206529.500000 Penalty: 3556.533936
	Iteration 110Q: 3 clusters Score -7206530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -7206533.500000 Penalty: 3556.533936
	Iteration 111Q: 3 clusters Score -7206534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -7206529.000000 Penalty: 3556.533936
	Iteration 112Q: 3 clusters Score -7206529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -7206516.500000 Penalty: 3556.533936
	Iteration 113Q: 3 clusters Score -7206516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -7206518.000000 Penalty: 3556.533936
	Iteration 114Q: 3 clusters Score -7206518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -7206510.000000 Penalty: 3556.533936
	Iteration 115Q: 3 clusters Score -7206510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -7206519.500000 Penalty: 3556.533936
	Iteration 116Q: 3 clusters Score -7206520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -7206517.500000 Penalty: 3556.533936
	Iteration 117Q: 3 clusters Score -7206518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -7206518.000000 Penalty: 3556.533936
	Iteration 118Q: 3 clusters Score -7206518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -7206520.500000 Penalty: 3556.533936
	Iteration 119Q: 3 clusters Score -7206520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -7206517.500000 Penalty: 3556.533936
	Iteration 120F: 3 clusters Score -7206518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -7206520.000000 Penalty: 3556.533936
	Iteration 121Q: 3 clusters Score -7206520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -7206520.000000 Penalty: 3556.533936
	Iteration 122F: 3 clusters Score -7206520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (119845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119845 members 
Entering Unmasked Estep 
Score: -15286521.000000 Penalty: 1900.267578
	Iteration 0F: 2 clusters Score -1.528652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -15208275.000000 Penalty: 3800.535156
	Iteration 0F: 3 clusters Score -1.520828e+07 nChanged 57519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -15242233.000000 Penalty: 3800.535156
	Iteration 1F: 3 clusters Score -1.524223e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 61984 members 
Entering Unmasked Estep 
Score: -15243445.000000 Penalty: 3800.535156
	Iteration 2Q: 3 clusters Score -1.524344e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -15245117.000000 Penalty: 3800.535156
	Iteration 3Q: 3 clusters Score -1.524512e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -15247302.000000 Penalty: 3800.535156
	Iteration 4Q: 3 clusters Score -1.52473e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
Score: -15250201.000000 Penalty: 3800.535156
	Iteration 5Q: 3 clusters Score -1.52502e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
Score: -15254225.000000 Penalty: 3800.535156
	Iteration 6F: 3 clusters Score -1.525422e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
Score: -15259146.000000 Penalty: 3800.535156
	Iteration 7F: 3 clusters Score -1.525915e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -15264023.000000 Penalty: 3800.535156
	Iteration 8F: 3 clusters Score -1.526402e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -15267916.000000 Penalty: 3800.535156
	Iteration 9F: 3 clusters Score -1.526792e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 82662 members 
Entering Unmasked Estep 
Score: -15270112.000000 Penalty: 3800.535156
	Iteration 10Q: 3 clusters Score -1.527011e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 83664 members 
Entering Unmasked Estep 
Score: -15270985.000000 Penalty: 3800.535156
	Iteration 11Q: 3 clusters Score -1.527098e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 84602 members 
Entering Unmasked Estep 
Score: -15271388.000000 Penalty: 3800.535156
	Iteration 12Q: 3 clusters Score -1.527139e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 85560 members 
Entering Unmasked Estep 
Score: -15271636.000000 Penalty: 3800.535156
	Iteration 13Q: 3 clusters Score -1.527164e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 86509 members 
Entering Unmasked Estep 
Score: -15271921.000000 Penalty: 3800.535156
	Iteration 14Q: 3 clusters Score -1.527192e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 87458 members 
Entering Unmasked Estep 
Score: -15272122.000000 Penalty: 3800.535156
	Iteration 15Q: 3 clusters Score -1.527212e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 88430 members 
Entering Unmasked Estep 
Score: -15272415.000000 Penalty: 3800.535156
	Iteration 16Q: 3 clusters Score -1.527242e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -15272682.000000 Penalty: 3800.535156
	Iteration 17Q: 3 clusters Score -1.527268e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 90408 members 
Entering Unmasked Estep 
Score: -15272912.000000 Penalty: 3800.535156
	Iteration 18Q: 3 clusters Score -1.527291e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 91383 members 
Entering Unmasked Estep 
Score: -15273095.000000 Penalty: 3800.535156
	Iteration 19Q: 3 clusters Score -1.52731e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -15273397.000000 Penalty: 3800.535156
	Iteration 20F: 3 clusters Score -1.52734e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 93368 members 
Entering Unmasked Estep 
Score: -15273700.000000 Penalty: 3800.535156
	Iteration 21Q: 3 clusters Score -1.52737e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 94352 members 
Entering Unmasked Estep 
Score: -15273985.000000 Penalty: 3800.535156
	Iteration 22Q: 3 clusters Score -1.527398e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 95415 members 
Entering Unmasked Estep 
Score: -15274339.000000 Penalty: 3800.535156
	Iteration 23Q: 3 clusters Score -1.527434e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 96454 members 
Entering Unmasked Estep 
Score: -15274642.000000 Penalty: 3800.535156
	Iteration 24Q: 3 clusters Score -1.527464e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 97488 members 
Entering Unmasked Estep 
Score: -15274924.000000 Penalty: 3800.535156
	Iteration 25Q: 3 clusters Score -1.527492e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 98594 members 
Entering Unmasked Estep 
Score: -15275307.000000 Penalty: 3800.535156
	Iteration 26Q: 3 clusters Score -1.527531e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -15275679.000000 Penalty: 3800.535156
	Iteration 27Q: 3 clusters Score -1.527568e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -15276108.000000 Penalty: 3800.535156
	Iteration 28Q: 3 clusters Score -1.527611e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 102110 members 
Entering Unmasked Estep 
Score: -15276547.000000 Penalty: 3800.535156
	Iteration 29Q: 3 clusters Score -1.527655e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 103317 members 
Entering Unmasked Estep 
Score: -15276898.000000 Penalty: 3800.535156
	Iteration 30Q: 3 clusters Score -1.52769e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 104532 members 
Entering Unmasked Estep 
Score: -15277401.000000 Penalty: 3800.535156
	Iteration 31Q: 3 clusters Score -1.52774e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 105770 members 
Entering Unmasked Estep 
Score: -15277816.000000 Penalty: 3800.535156
	Iteration 32Q: 3 clusters Score -1.527782e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 107008 members 
Entering Unmasked Estep 
Score: -15278331.000000 Penalty: 3800.535156
	Iteration 33Q: 3 clusters Score -1.527833e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 108182 members 
Entering Unmasked Estep 
Score: -15278926.000000 Penalty: 3800.535156
	Iteration 34Q: 3 clusters Score -1.527893e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -15279588.000000 Penalty: 3800.535156
	Iteration 35Q: 3 clusters Score -1.527959e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 110381 members 
Entering Unmasked Estep 
Score: -15280488.000000 Penalty: 3800.535156
	Iteration 36Q: 3 clusters Score -1.528049e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 111450 members 
Entering Unmasked Estep 
Score: -15281501.000000 Penalty: 3800.535156
	Iteration 37Q: 3 clusters Score -1.52815e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 112453 members 
Entering Unmasked Estep 
Score: -15282322.000000 Penalty: 3800.535156
	Iteration 38Q: 3 clusters Score -1.528232e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 113343 members 
Entering Unmasked Estep 
Score: -15282933.000000 Penalty: 3800.535156
	Iteration 39Q: 3 clusters Score -1.528293e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 114186 members 
Entering Unmasked Estep 
Score: -15283579.000000 Penalty: 3800.535156
	Iteration 40F: 3 clusters Score -1.528358e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 114935 members 
Entering Unmasked Estep 
Score: -15284096.000000 Penalty: 3800.535156
	Iteration 41Q: 3 clusters Score -1.52841e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 115590 members 
Entering Unmasked Estep 
Score: -15284504.000000 Penalty: 3800.535156
	Iteration 42Q: 3 clusters Score -1.52845e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 116111 members 
Entering Unmasked Estep 
Score: -15284749.000000 Penalty: 3800.535156
	Iteration 43Q: 3 clusters Score -1.528475e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 116585 members 
Entering Unmasked Estep 
Score: -15284939.000000 Penalty: 3800.535156
	Iteration 44Q: 3 clusters Score -1.528494e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 116975 members 
Entering Unmasked Estep 
Score: -15285074.000000 Penalty: 3800.535156
	Iteration 45Q: 3 clusters Score -1.528507e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 117287 members 
Entering Unmasked Estep 
Score: -15285197.000000 Penalty: 3800.535156
	Iteration 46Q: 3 clusters Score -1.52852e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 117520 members 
Entering Unmasked Estep 
Score: -15285214.000000 Penalty: 3800.535156
	Iteration 47Q: 3 clusters Score -1.528521e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 117748 members 
Entering Unmasked Estep 
Score: -15285297.000000 Penalty: 3800.535156
	Iteration 48Q: 3 clusters Score -1.52853e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 117916 members 
Entering Unmasked Estep 
Score: -15285312.000000 Penalty: 3800.535156
	Iteration 49Q: 3 clusters Score -1.528531e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 118047 members 
Entering Unmasked Estep 
Score: -15285325.000000 Penalty: 3800.535156
	Iteration 50Q: 3 clusters Score -1.528532e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 118152 members 
Entering Unmasked Estep 
Score: -15285302.000000 Penalty: 3800.535156
	Iteration 51Q: 3 clusters Score -1.52853e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 118254 members 
Entering Unmasked Estep 
Score: -15285267.000000 Penalty: 3800.535156
	Iteration 52Q: 3 clusters Score -1.528527e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 118335 members 
Entering Unmasked Estep 
Score: -15285248.000000 Penalty: 3800.535156
	Iteration 53Q: 3 clusters Score -1.528525e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 118416 members 
Entering Unmasked Estep 
Score: -15285274.000000 Penalty: 3800.535156
	Iteration 54Q: 3 clusters Score -1.528527e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 118485 members 
Entering Unmasked Estep 
Score: -15285287.000000 Penalty: 3800.535156
	Iteration 55Q: 3 clusters Score -1.528529e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 118550 members 
Entering Unmasked Estep 
Score: -15285306.000000 Penalty: 3800.535156
	Iteration 56Q: 3 clusters Score -1.528531e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 118619 members 
Entering Unmasked Estep 
Score: -15285315.000000 Penalty: 3800.535156
	Iteration 57Q: 3 clusters Score -1.528532e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 118668 members 
Entering Unmasked Estep 
Score: -15285326.000000 Penalty: 3800.535156
	Iteration 58Q: 3 clusters Score -1.528533e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 118719 members 
Entering Unmasked Estep 
Score: -15285330.000000 Penalty: 3800.535156
	Iteration 59Q: 3 clusters Score -1.528533e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 118755 members 
Entering Unmasked Estep 
Score: -15285327.000000 Penalty: 3800.535156
	Iteration 60F: 3 clusters Score -1.528533e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 118784 members 
Entering Unmasked Estep 
Score: -15285339.000000 Penalty: 3800.535156
	Iteration 61Q: 3 clusters Score -1.528534e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 118806 members 
Entering Unmasked Estep 
Score: -15285352.000000 Penalty: 3800.535156
	Iteration 62Q: 3 clusters Score -1.528535e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 118828 members 
Entering Unmasked Estep 
Score: -15285348.000000 Penalty: 3800.535156
	Iteration 63Q: 3 clusters Score -1.528535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 118849 members 
Entering Unmasked Estep 
Score: -15285355.000000 Penalty: 3800.535156
	Iteration 64Q: 3 clusters Score -1.528536e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 118870 members 
Entering Unmasked Estep 
Score: -15285344.000000 Penalty: 3800.535156
	Iteration 65Q: 3 clusters Score -1.528534e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -15285335.000000 Penalty: 3800.535156
	Iteration 66Q: 3 clusters Score -1.528534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 118917 members 
Entering Unmasked Estep 
Score: -15285354.000000 Penalty: 3800.535156
	Iteration 67Q: 3 clusters Score -1.528535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 118928 members 
Entering Unmasked Estep 
Score: -15285358.000000 Penalty: 3800.535156
	Iteration 68Q: 3 clusters Score -1.528536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 118937 members 
Entering Unmasked Estep 
Score: -15285355.000000 Penalty: 3800.535156
	Iteration 69Q: 3 clusters Score -1.528536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 118953 members 
Entering Unmasked Estep 
Score: -15285339.000000 Penalty: 3800.535156
	Iteration 70Q: 3 clusters Score -1.528534e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 118972 members 
Entering Unmasked Estep 
Score: -15285347.000000 Penalty: 3800.535156
	Iteration 71Q: 3 clusters Score -1.528535e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 118987 members 
Entering Unmasked Estep 
Score: -15285342.000000 Penalty: 3800.535156
	Iteration 72Q: 3 clusters Score -1.528534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 119004 members 
Entering Unmasked Estep 
Score: -15285335.000000 Penalty: 3800.535156
	Iteration 73Q: 3 clusters Score -1.528534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 119011 members 
Entering Unmasked Estep 
Score: -15285328.000000 Penalty: 3800.535156
	Iteration 74Q: 3 clusters Score -1.528533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 119017 members 
Entering Unmasked Estep 
Score: -15285330.000000 Penalty: 3800.535156
	Iteration 75Q: 3 clusters Score -1.528533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 119018 members 
Entering Unmasked Estep 
Score: -15285338.000000 Penalty: 3800.535156
	Iteration 76Q: 3 clusters Score -1.528534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 119018 members 
Entering Unmasked Estep 
Score: -15285343.000000 Penalty: 3800.535156
	Iteration 77Q: 3 clusters Score -1.528534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 119017 members 
Entering Unmasked Estep 
Score: -15285347.000000 Penalty: 3800.535156
	Iteration 78Q: 3 clusters Score -1.528535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 119017 members 
Entering Unmasked Estep 
Score: -15285347.000000 Penalty: 3800.535156
	Iteration 79F: 3 clusters Score -1.528535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Entering Unmasked Estep 
Score: -6876445.500000 Penalty: 1770.053711
	Iteration 0F: 2 clusters Score -6876446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -6840516.000000 Penalty: 3540.107422
	Iteration 0F: 3 clusters Score -6840516 nChanged 25286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -6855155.000000 Penalty: 3540.107422
	Iteration 1F: 3 clusters Score -6855155 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -6855920.500000 Penalty: 3540.107422
	Iteration 2Q: 3 clusters Score -6855920 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -6856920.500000 Penalty: 3540.107422
	Iteration 3Q: 3 clusters Score -6856920 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -6858080.000000 Penalty: 3540.107422
	Iteration 4Q: 3 clusters Score -6858080 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -6859461.000000 Penalty: 3540.107422
	Iteration 5F: 3 clusters Score -6859461 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -6861142.500000 Penalty: 3540.107422
	Iteration 6F: 3 clusters Score -6861142 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -6863332.500000 Penalty: 3540.107422
	Iteration 7F: 3 clusters Score -6863332 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -6866305.000000 Penalty: 3540.107422
	Iteration 8F: 3 clusters Score -6866305 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -6870241.000000 Penalty: 3540.107422
	Iteration 9F: 3 clusters Score -6870241 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -6874181.000000 Penalty: 3540.107422
	Iteration 10F: 3 clusters Score -6874181 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -6876368.500000 Penalty: 3540.107422
	Iteration 11Q: 3 clusters Score -6876368 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -6877399.500000 Penalty: 3540.107422
	Iteration 12Q: 3 clusters Score -6877400 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -6877871.500000 Penalty: 3540.107422
	Iteration 13Q: 3 clusters Score -6877872 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -6878070.500000 Penalty: 3540.107422
	Iteration 14Q: 3 clusters Score -6878070 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -6878163.000000 Penalty: 3540.107422
	Iteration 15Q: 3 clusters Score -6878163 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -6878190.000000 Penalty: 3540.107422
	Iteration 16Q: 3 clusters Score -6878190 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -6878223.000000 Penalty: 3540.107422
	Iteration 17Q: 3 clusters Score -6878223 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -6878248.500000 Penalty: 3540.107422
	Iteration 18Q: 3 clusters Score -6878248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -6878241.500000 Penalty: 3540.107422
	Iteration 19Q: 3 clusters Score -6878242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -6878240.000000 Penalty: 3540.107422
	Iteration 20F: 3 clusters Score -6878240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -6878247.000000 Penalty: 3540.107422
	Iteration 21Q: 3 clusters Score -6878247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -6878259.500000 Penalty: 3540.107422
	Iteration 22Q: 3 clusters Score -6878260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -6878253.000000 Penalty: 3540.107422
	Iteration 23Q: 3 clusters Score -6878253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -6878269.000000 Penalty: 3540.107422
	Iteration 24Q: 3 clusters Score -6878269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -6878269.500000 Penalty: 3540.107422
	Iteration 25Q: 3 clusters Score -6878270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -6878275.000000 Penalty: 3540.107422
	Iteration 26Q: 3 clusters Score -6878275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -6878286.500000 Penalty: 3540.107422
	Iteration 27Q: 3 clusters Score -6878286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -6878279.000000 Penalty: 3540.107422
	Iteration 28Q: 3 clusters Score -6878279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -6878277.000000 Penalty: 3540.107422
	Iteration 29Q: 3 clusters Score -6878277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -6878278.500000 Penalty: 3540.107422
	Iteration 30Q: 3 clusters Score -6878278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -6878281.000000 Penalty: 3540.107422
	Iteration 31Q: 3 clusters Score -6878281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -6878276.000000 Penalty: 3540.107422
	Iteration 32Q: 3 clusters Score -6878276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -6878270.500000 Penalty: 3540.107422
	Iteration 33Q: 3 clusters Score -6878270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -6878275.500000 Penalty: 3540.107422
	Iteration 34Q: 3 clusters Score -6878276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -6878270.500000 Penalty: 3540.107422
	Iteration 35Q: 3 clusters Score -6878270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -6878275.500000 Penalty: 3540.107422
	Iteration 36Q: 3 clusters Score -6878276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -6878275.000000 Penalty: 3540.107422
	Iteration 37Q: 3 clusters Score -6878275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -6878272.500000 Penalty: 3540.107422
	Iteration 38Q: 3 clusters Score -6878272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -6878275.500000 Penalty: 3540.107422
	Iteration 39Q: 3 clusters Score -6878276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -6878271.500000 Penalty: 3540.107422
	Iteration 40F: 3 clusters Score -6878272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -6878277.000000 Penalty: 3540.107422
	Iteration 41Q: 3 clusters Score -6878277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -6878275.000000 Penalty: 3540.107422
	Iteration 42Q: 3 clusters Score -6878275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -6878275.000000 Penalty: 3540.107422
	Iteration 43F: 3 clusters Score -6878275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 128949 members 
Mstep: Class 3 contains 18488 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 93640 members 
Mstep: Class 6 contains 7908 members 
Mstep: Class 7 contains 4419 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 83891 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56567 members 
Mstep: Class 12 contains 119845 members 
Mstep: Class 13 contains 33623 members 
Mstep: Class 14 contains 5002 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 6262 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22180 members 
Mstep: Class 20 contains 36860 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 44215 members 
Mstep: Class 24 contains 49250 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5484 members 
Mstep: Class 28 contains 17164 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 20156 members 
Entering Unmasked Estep 
Score: -108928896.000000 Penalty: 77880.085938
Splitting cluster 13 changes total score from -108926984.000000 to -108928896.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 14 (5002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Entering Unmasked Estep 
Score: -576127.000000 Penalty: 1384.108887
	Iteration 0F: 2 clusters Score -576127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -572158.625000 Penalty: 2768.217773
	Iteration 0F: 3 clusters Score -572158.6 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -573486.562500 Penalty: 2768.217773
	Iteration 1F: 3 clusters Score -573486.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -573892.562500 Penalty: 2768.217773
	Iteration 2F: 3 clusters Score -573892.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -574296.687500 Penalty: 2768.217773
	Iteration 3F: 3 clusters Score -574296.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -574635.750000 Penalty: 2768.217773
	Iteration 4F: 3 clusters Score -574635.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -574880.187500 Penalty: 2768.217773
	Iteration 5F: 3 clusters Score -574880.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -575015.187500 Penalty: 2768.217773
	Iteration 6Q: 3 clusters Score -575015.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -575112.437500 Penalty: 2768.217773
	Iteration 7Q: 3 clusters Score -575112.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -575175.062500 Penalty: 2768.217773
	Iteration 8Q: 3 clusters Score -575175.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -575216.937500 Penalty: 2768.217773
	Iteration 9Q: 3 clusters Score -575216.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -575247.500000 Penalty: 2768.217773
	Iteration 10Q: 3 clusters Score -575247.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -575281.687500 Penalty: 2768.217773
	Iteration 11Q: 3 clusters Score -575281.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -575317.437500 Penalty: 2768.217773
	Iteration 12Q: 3 clusters Score -575317.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -575342.187500 Penalty: 2768.217773
	Iteration 13Q: 3 clusters Score -575342.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -575360.250000 Penalty: 2768.217773
	Iteration 14Q: 3 clusters Score -575360.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -575379.500000 Penalty: 2768.217773
	Iteration 15Q: 3 clusters Score -575379.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -575400.187500 Penalty: 2768.217773
	Iteration 16Q: 3 clusters Score -575400.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -575430.625000 Penalty: 2768.217773
	Iteration 17Q: 3 clusters Score -575430.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -575469.000000 Penalty: 2768.217773
	Iteration 18Q: 3 clusters Score -575469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -575492.625000 Penalty: 2768.217773
	Iteration 19Q: 3 clusters Score -575492.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -575509.062500 Penalty: 2768.217773
	Iteration 20F: 3 clusters Score -575509.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -575526.000000 Penalty: 2768.217773
	Iteration 21Q: 3 clusters Score -575526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -575535.062500 Penalty: 2768.217773
	Iteration 22Q: 3 clusters Score -575535.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -575544.562500 Penalty: 2768.217773
	Iteration 23Q: 3 clusters Score -575544.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -575550.875000 Penalty: 2768.217773
	Iteration 24Q: 3 clusters Score -575550.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -575556.500000 Penalty: 2768.217773
	Iteration 25Q: 3 clusters Score -575556.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -575557.250000 Penalty: 2768.217773
	Iteration 26Q: 3 clusters Score -575557.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -575559.687500 Penalty: 2768.217773
	Iteration 27Q: 3 clusters Score -575559.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -575562.875000 Penalty: 2768.217773
	Iteration 28Q: 3 clusters Score -575562.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -575564.937500 Penalty: 2768.217773
	Iteration 29Q: 3 clusters Score -575564.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -575565.500000 Penalty: 2768.217773
	Iteration 30Q: 3 clusters Score -575565.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -575568.375000 Penalty: 2768.217773
	Iteration 31Q: 3 clusters Score -575568.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -575574.375000 Penalty: 2768.217773
	Iteration 32Q: 3 clusters Score -575574.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -575576.437500 Penalty: 2768.217773
	Iteration 33Q: 3 clusters Score -575576.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -575581.000000 Penalty: 2768.217773
	Iteration 34Q: 3 clusters Score -575581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -575585.312500 Penalty: 2768.217773
	Iteration 35Q: 3 clusters Score -575585.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -575589.000000 Penalty: 2768.217773
	Iteration 36Q: 3 clusters Score -575589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -575590.812500 Penalty: 2768.217773
	Iteration 37Q: 3 clusters Score -575590.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -575592.437500 Penalty: 2768.217773
	Iteration 38Q: 3 clusters Score -575592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -575593.812500 Penalty: 2768.217773
	Iteration 39Q: 3 clusters Score -575593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -575594.437500 Penalty: 2768.217773
	Iteration 40F: 3 clusters Score -575594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -575594.375000 Penalty: 2768.217773
	Iteration 41Q: 3 clusters Score -575594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -575596.562500 Penalty: 2768.217773
	Iteration 42Q: 3 clusters Score -575596.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -575598.937500 Penalty: 2768.217773
	Iteration 43Q: 3 clusters Score -575598.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -575603.000000 Penalty: 2768.217773
	Iteration 44Q: 3 clusters Score -575603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -575604.625000 Penalty: 2768.217773
	Iteration 45Q: 3 clusters Score -575604.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -575609.125000 Penalty: 2768.217773
	Iteration 46Q: 3 clusters Score -575609.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -575611.562500 Penalty: 2768.217773
	Iteration 47Q: 3 clusters Score -575611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -575611.625000 Penalty: 2768.217773
	Iteration 48Q: 3 clusters Score -575611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -575613.687500 Penalty: 2768.217773
	Iteration 49Q: 3 clusters Score -575613.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -575615.187500 Penalty: 2768.217773
	Iteration 50Q: 3 clusters Score -575615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -575615.875000 Penalty: 2768.217773
	Iteration 51Q: 3 clusters Score -575615.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -575616.250000 Penalty: 2768.217773
	Iteration 52Q: 3 clusters Score -575616.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -575616.250000 Penalty: 2768.217773
	Iteration 53F: 3 clusters Score -575616.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Entering Unmasked Estep 
Score: -1311508.000000 Penalty: 1504.019531
	Iteration 0F: 2 clusters Score -1311508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1304084.000000 Penalty: 3008.039062
	Iteration 0F: 3 clusters Score -1304084 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1306479.250000 Penalty: 3008.039062
	Iteration 1F: 3 clusters Score -1306479 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1306904.750000 Penalty: 3008.039062
	Iteration 2F: 3 clusters Score -1306905 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1307366.000000 Penalty: 3008.039062
	Iteration 3F: 3 clusters Score -1307366 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1307868.500000 Penalty: 3008.039062
	Iteration 4F: 3 clusters Score -1307868 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1308390.875000 Penalty: 3008.039062
	Iteration 5F: 3 clusters Score -1308391 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1308861.125000 Penalty: 3008.039062
	Iteration 6F: 3 clusters Score -1308861 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1309185.000000 Penalty: 3008.039062
	Iteration 7F: 3 clusters Score -1309185 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1309450.875000 Penalty: 3008.039062
	Iteration 8Q: 3 clusters Score -1309451 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1309631.250000 Penalty: 3008.039062
	Iteration 9Q: 3 clusters Score -1309631 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1309746.500000 Penalty: 3008.039062
	Iteration 10Q: 3 clusters Score -1309746 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1309823.625000 Penalty: 3008.039062
	Iteration 11Q: 3 clusters Score -1309824 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1309882.125000 Penalty: 3008.039062
	Iteration 12Q: 3 clusters Score -1309882 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1309923.125000 Penalty: 3008.039062
	Iteration 13Q: 3 clusters Score -1309923 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1309941.625000 Penalty: 3008.039062
	Iteration 14Q: 3 clusters Score -1309942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1309963.625000 Penalty: 3008.039062
	Iteration 15Q: 3 clusters Score -1309964 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1309979.125000 Penalty: 3008.039062
	Iteration 16Q: 3 clusters Score -1309979 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1309999.125000 Penalty: 3008.039062
	Iteration 17Q: 3 clusters Score -1309999 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1310017.125000 Penalty: 3008.039062
	Iteration 18Q: 3 clusters Score -1310017 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1310038.125000 Penalty: 3008.039062
	Iteration 19Q: 3 clusters Score -1310038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1310043.625000 Penalty: 3008.039062
	Iteration 20F: 3 clusters Score -1310044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1310058.375000 Penalty: 3008.039062
	Iteration 21Q: 3 clusters Score -1310058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1310069.000000 Penalty: 3008.039062
	Iteration 22Q: 3 clusters Score -1310069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1310077.500000 Penalty: 3008.039062
	Iteration 23Q: 3 clusters Score -1310078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1310090.625000 Penalty: 3008.039062
	Iteration 24Q: 3 clusters Score -1310091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1310101.750000 Penalty: 3008.039062
	Iteration 25Q: 3 clusters Score -1310102 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1310116.250000 Penalty: 3008.039062
	Iteration 26Q: 3 clusters Score -1310116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1310125.625000 Penalty: 3008.039062
	Iteration 27Q: 3 clusters Score -1310126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1310135.375000 Penalty: 3008.039062
	Iteration 28Q: 3 clusters Score -1310135 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1310142.250000 Penalty: 3008.039062
	Iteration 29Q: 3 clusters Score -1310142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1310152.750000 Penalty: 3008.039062
	Iteration 30Q: 3 clusters Score -1310153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1310161.875000 Penalty: 3008.039062
	Iteration 31Q: 3 clusters Score -1310162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1310172.375000 Penalty: 3008.039062
	Iteration 32Q: 3 clusters Score -1310172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1310177.375000 Penalty: 3008.039062
	Iteration 33Q: 3 clusters Score -1310177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1310184.125000 Penalty: 3008.039062
	Iteration 34Q: 3 clusters Score -1310184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1310187.000000 Penalty: 3008.039062
	Iteration 35Q: 3 clusters Score -1310187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1310195.500000 Penalty: 3008.039062
	Iteration 36Q: 3 clusters Score -1310196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1310199.625000 Penalty: 3008.039062
	Iteration 37Q: 3 clusters Score -1310200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1310212.750000 Penalty: 3008.039062
	Iteration 38Q: 3 clusters Score -1310213 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1310212.250000 Penalty: 3008.039062
	Iteration 39Q: 3 clusters Score -1310212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1310218.500000 Penalty: 3008.039062
	Iteration 40F: 3 clusters Score -1310218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1310222.750000 Penalty: 3008.039062
	Iteration 41Q: 3 clusters Score -1310223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1310229.375000 Penalty: 3008.039062
	Iteration 42Q: 3 clusters Score -1310229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1310232.375000 Penalty: 3008.039062
	Iteration 43Q: 3 clusters Score -1310232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1310234.125000 Penalty: 3008.039062
	Iteration 44Q: 3 clusters Score -1310234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1310244.000000 Penalty: 3008.039062
	Iteration 45Q: 3 clusters Score -1310244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1310247.625000 Penalty: 3008.039062
	Iteration 46Q: 3 clusters Score -1310248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1310247.625000 Penalty: 3008.039062
	Iteration 47Q: 3 clusters Score -1310248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1310249.250000 Penalty: 3008.039062
	Iteration 48Q: 3 clusters Score -1310249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1310253.375000 Penalty: 3008.039062
	Iteration 49Q: 3 clusters Score -1310253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1310253.000000 Penalty: 3008.039062
	Iteration 50Q: 3 clusters Score -1310253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1310255.250000 Penalty: 3008.039062
	Iteration 51Q: 3 clusters Score -1310255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1310253.250000 Penalty: 3008.039062
	Iteration 52Q: 3 clusters Score -1310253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1310254.000000 Penalty: 3008.039062
	Iteration 53Q: 3 clusters Score -1310254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1310256.125000 Penalty: 3008.039062
	Iteration 54Q: 3 clusters Score -1310256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1310256.000000 Penalty: 3008.039062
	Iteration 55Q: 3 clusters Score -1310256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1310254.250000 Penalty: 3008.039062
	Iteration 56Q: 3 clusters Score -1310254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1310256.750000 Penalty: 3008.039062
	Iteration 57Q: 3 clusters Score -1310257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1310256.750000 Penalty: 3008.039062
	Iteration 58Q: 3 clusters Score -1310257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1310258.250000 Penalty: 3008.039062
	Iteration 59Q: 3 clusters Score -1310258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1310260.375000 Penalty: 3008.039062
	Iteration 60F: 3 clusters Score -1310260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1310258.250000 Penalty: 3008.039062
	Iteration 61Q: 3 clusters Score -1310258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1310259.875000 Penalty: 3008.039062
	Iteration 62Q: 3 clusters Score -1310260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1310259.250000 Penalty: 3008.039062
	Iteration 63Q: 3 clusters Score -1310259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1310260.000000 Penalty: 3008.039062
	Iteration 64Q: 3 clusters Score -1310260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1310260.000000 Penalty: 3008.039062
	Iteration 65F: 3 clusters Score -1310260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Entering Unmasked Estep 
Score: -800174.875000 Penalty: 1420.616455
	Iteration 0F: 2 clusters Score -800174.9 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 3145 members 
Entering Unmasked Estep 
Score: -795403.687500 Penalty: 2841.232910
	Iteration 0F: 3 clusters Score -795403.7 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -796788.937500 Penalty: 2841.232910
	Iteration 1F: 3 clusters Score -796788.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -796956.375000 Penalty: 2841.232910
	Iteration 2F: 3 clusters Score -796956.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -797080.750000 Penalty: 2841.232910
	Iteration 3Q: 3 clusters Score -797080.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -797167.250000 Penalty: 2841.232910
	Iteration 4Q: 3 clusters Score -797167.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -797235.500000 Penalty: 2841.232910
	Iteration 5Q: 3 clusters Score -797235.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -797290.937500 Penalty: 2841.232910
	Iteration 6Q: 3 clusters Score -797290.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -797339.562500 Penalty: 2841.232910
	Iteration 7Q: 3 clusters Score -797339.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -797385.312500 Penalty: 2841.232910
	Iteration 8Q: 3 clusters Score -797385.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -797439.750000 Penalty: 2841.232910
	Iteration 9Q: 3 clusters Score -797439.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -797485.750000 Penalty: 2841.232910
	Iteration 10Q: 3 clusters Score -797485.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -797533.125000 Penalty: 2841.232910
	Iteration 11Q: 3 clusters Score -797533.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -797592.312500 Penalty: 2841.232910
	Iteration 12Q: 3 clusters Score -797592.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -797652.937500 Penalty: 2841.232910
	Iteration 13Q: 3 clusters Score -797652.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -797721.812500 Penalty: 2841.232910
	Iteration 14Q: 3 clusters Score -797721.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -797784.687500 Penalty: 2841.232910
	Iteration 15Q: 3 clusters Score -797784.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -797853.562500 Penalty: 2841.232910
	Iteration 16Q: 3 clusters Score -797853.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -797954.562500 Penalty: 2841.232910
	Iteration 17Q: 3 clusters Score -797954.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -798050.187500 Penalty: 2841.232910
	Iteration 18Q: 3 clusters Score -798050.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -798121.750000 Penalty: 2841.232910
	Iteration 19Q: 3 clusters Score -798121.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -798196.875000 Penalty: 2841.232910
	Iteration 20F: 3 clusters Score -798196.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -798261.000000 Penalty: 2841.232910
	Iteration 21Q: 3 clusters Score -798261 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -798308.750000 Penalty: 2841.232910
	Iteration 22Q: 3 clusters Score -798308.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -798361.562500 Penalty: 2841.232910
	Iteration 23Q: 3 clusters Score -798361.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -798409.437500 Penalty: 2841.232910
	Iteration 24Q: 3 clusters Score -798409.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -798455.500000 Penalty: 2841.232910
	Iteration 25Q: 3 clusters Score -798455.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -798495.562500 Penalty: 2841.232910
	Iteration 26Q: 3 clusters Score -798495.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -798533.000000 Penalty: 2841.232910
	Iteration 27Q: 3 clusters Score -798533 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -798559.687500 Penalty: 2841.232910
	Iteration 28Q: 3 clusters Score -798559.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -798582.625000 Penalty: 2841.232910
	Iteration 29Q: 3 clusters Score -798582.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -798601.000000 Penalty: 2841.232910
	Iteration 30Q: 3 clusters Score -798601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -798622.312500 Penalty: 2841.232910
	Iteration 31Q: 3 clusters Score -798622.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -798638.750000 Penalty: 2841.232910
	Iteration 32Q: 3 clusters Score -798638.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -798662.562500 Penalty: 2841.232910
	Iteration 33Q: 3 clusters Score -798662.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -798685.812500 Penalty: 2841.232910
	Iteration 34Q: 3 clusters Score -798685.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -798701.687500 Penalty: 2841.232910
	Iteration 35Q: 3 clusters Score -798701.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -798713.250000 Penalty: 2841.232910
	Iteration 36Q: 3 clusters Score -798713.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -798726.250000 Penalty: 2841.232910
	Iteration 37Q: 3 clusters Score -798726.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -798737.875000 Penalty: 2841.232910
	Iteration 38Q: 3 clusters Score -798737.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -798745.562500 Penalty: 2841.232910
	Iteration 39Q: 3 clusters Score -798745.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -798749.125000 Penalty: 2841.232910
	Iteration 40F: 3 clusters Score -798749.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -798755.875000 Penalty: 2841.232910
	Iteration 41Q: 3 clusters Score -798755.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -798760.500000 Penalty: 2841.232910
	Iteration 42Q: 3 clusters Score -798760.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -798761.937500 Penalty: 2841.232910
	Iteration 43Q: 3 clusters Score -798761.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -798767.500000 Penalty: 2841.232910
	Iteration 44Q: 3 clusters Score -798767.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -798768.125000 Penalty: 2841.232910
	Iteration 45Q: 3 clusters Score -798768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -798770.562500 Penalty: 2841.232910
	Iteration 46Q: 3 clusters Score -798770.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -798773.125000 Penalty: 2841.232910
	Iteration 47Q: 3 clusters Score -798773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -798774.187500 Penalty: 2841.232910
	Iteration 48Q: 3 clusters Score -798774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -798776.187500 Penalty: 2841.232910
	Iteration 49Q: 3 clusters Score -798776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -798777.750000 Penalty: 2841.232910
	Iteration 50Q: 3 clusters Score -798777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -798779.500000 Penalty: 2841.232910
	Iteration 51Q: 3 clusters Score -798779.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -798784.187500 Penalty: 2841.232910
	Iteration 52Q: 3 clusters Score -798784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -798789.062500 Penalty: 2841.232910
	Iteration 53Q: 3 clusters Score -798789.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -798796.625000 Penalty: 2841.232910
	Iteration 54Q: 3 clusters Score -798796.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -798801.437500 Penalty: 2841.232910
	Iteration 55Q: 3 clusters Score -798801.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -798808.562500 Penalty: 2841.232910
	Iteration 56Q: 3 clusters Score -798808.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -798813.625000 Penalty: 2841.232910
	Iteration 57Q: 3 clusters Score -798813.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -798815.312500 Penalty: 2841.232910
	Iteration 58Q: 3 clusters Score -798815.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -798818.125000 Penalty: 2841.232910
	Iteration 59Q: 3 clusters Score -798818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -798818.062500 Penalty: 2841.232910
	Iteration 60F: 3 clusters Score -798818.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -798821.812500 Penalty: 2841.232910
	Iteration 61Q: 3 clusters Score -798821.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -798826.812500 Penalty: 2841.232910
	Iteration 62Q: 3 clusters Score -798826.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -798830.437500 Penalty: 2841.232910
	Iteration 63Q: 3 clusters Score -798830.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -798835.000000 Penalty: 2841.232910
	Iteration 64Q: 3 clusters Score -798835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -798837.937500 Penalty: 2841.232910
	Iteration 65Q: 3 clusters Score -798837.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -798842.312500 Penalty: 2841.232910
	Iteration 66Q: 3 clusters Score -798842.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -798844.500000 Penalty: 2841.232910
	Iteration 67Q: 3 clusters Score -798844.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -798843.687500 Penalty: 2841.232910
	Iteration 68Q: 3 clusters Score -798843.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -798844.312500 Penalty: 2841.232910
	Iteration 69Q: 3 clusters Score -798844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -798844.875000 Penalty: 2841.232910
	Iteration 70Q: 3 clusters Score -798844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -798845.187500 Penalty: 2841.232910
	Iteration 71Q: 3 clusters Score -798845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -798846.312500 Penalty: 2841.232910
	Iteration 72Q: 3 clusters Score -798846.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -798845.812500 Penalty: 2841.232910
	Iteration 73Q: 3 clusters Score -798845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -798847.812500 Penalty: 2841.232910
	Iteration 74Q: 3 clusters Score -798847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -798849.187500 Penalty: 2841.232910
	Iteration 75Q: 3 clusters Score -798849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -798849.750000 Penalty: 2841.232910
	Iteration 76Q: 3 clusters Score -798849.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -798849.750000 Penalty: 2841.232910
	Iteration 77F: 3 clusters Score -798849.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Entering Unmasked Estep 
Score: -894977.750000 Penalty: 1440.475342
	Iteration 0F: 2 clusters Score -894977.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -889657.750000 Penalty: 2880.950684
	Iteration 0F: 3 clusters Score -889657.8 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -891263.187500 Penalty: 2880.950684
	Iteration 1F: 3 clusters Score -891263.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -891465.500000 Penalty: 2880.950684
	Iteration 2F: 3 clusters Score -891465.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -891622.250000 Penalty: 2880.950684
	Iteration 3Q: 3 clusters Score -891622.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -891766.687500 Penalty: 2880.950684
	Iteration 4Q: 3 clusters Score -891766.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -891909.687500 Penalty: 2880.950684
	Iteration 5Q: 3 clusters Score -891909.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -892063.687500 Penalty: 2880.950684
	Iteration 6Q: 3 clusters Score -892063.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -892230.437500 Penalty: 2880.950684
	Iteration 7Q: 3 clusters Score -892230.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -892463.125000 Penalty: 2880.950684
	Iteration 8Q: 3 clusters Score -892463.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -892697.062500 Penalty: 2880.950684
	Iteration 9Q: 3 clusters Score -892697.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -892951.937500 Penalty: 2880.950684
	Iteration 10Q: 3 clusters Score -892951.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -893166.937500 Penalty: 2880.950684
	Iteration 11Q: 3 clusters Score -893166.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -893346.625000 Penalty: 2880.950684
	Iteration 12Q: 3 clusters Score -893346.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -893476.562500 Penalty: 2880.950684
	Iteration 13Q: 3 clusters Score -893476.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -893583.500000 Penalty: 2880.950684
	Iteration 14Q: 3 clusters Score -893583.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -893657.875000 Penalty: 2880.950684
	Iteration 15Q: 3 clusters Score -893657.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -893700.312500 Penalty: 2880.950684
	Iteration 16Q: 3 clusters Score -893700.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -893735.875000 Penalty: 2880.950684
	Iteration 17Q: 3 clusters Score -893735.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -893758.000000 Penalty: 2880.950684
	Iteration 18Q: 3 clusters Score -893758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -893776.062500 Penalty: 2880.950684
	Iteration 19Q: 3 clusters Score -893776.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -893792.437500 Penalty: 2880.950684
	Iteration 20F: 3 clusters Score -893792.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -893803.812500 Penalty: 2880.950684
	Iteration 21Q: 3 clusters Score -893803.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -893811.750000 Penalty: 2880.950684
	Iteration 22Q: 3 clusters Score -893811.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -893817.625000 Penalty: 2880.950684
	Iteration 23Q: 3 clusters Score -893817.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -893823.562500 Penalty: 2880.950684
	Iteration 24Q: 3 clusters Score -893823.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -893830.062500 Penalty: 2880.950684
	Iteration 25Q: 3 clusters Score -893830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -893832.000000 Penalty: 2880.950684
	Iteration 26Q: 3 clusters Score -893832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -893835.750000 Penalty: 2880.950684
	Iteration 27Q: 3 clusters Score -893835.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -893835.687500 Penalty: 2880.950684
	Iteration 28Q: 3 clusters Score -893835.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -893835.687500 Penalty: 2880.950684
	Iteration 29F: 3 clusters Score -893835.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Entering Unmasked Estep 
Score: -755830.750000 Penalty: 1413.101440
	Iteration 0F: 2 clusters Score -755830.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -751160.312500 Penalty: 2826.202881
	Iteration 0F: 3 clusters Score -751160.3 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -752505.875000 Penalty: 2826.202881
	Iteration 1F: 3 clusters Score -752505.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -752662.562500 Penalty: 2826.202881
	Iteration 2F: 3 clusters Score -752662.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -752783.562500 Penalty: 2826.202881
	Iteration 3Q: 3 clusters Score -752783.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -752901.375000 Penalty: 2826.202881
	Iteration 4Q: 3 clusters Score -752901.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -753003.750000 Penalty: 2826.202881
	Iteration 5Q: 3 clusters Score -753003.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -753096.937500 Penalty: 2826.202881
	Iteration 6Q: 3 clusters Score -753096.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -753190.625000 Penalty: 2826.202881
	Iteration 7Q: 3 clusters Score -753190.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -753269.500000 Penalty: 2826.202881
	Iteration 8Q: 3 clusters Score -753269.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -753336.812500 Penalty: 2826.202881
	Iteration 9Q: 3 clusters Score -753336.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -753406.562500 Penalty: 2826.202881
	Iteration 10Q: 3 clusters Score -753406.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -753489.375000 Penalty: 2826.202881
	Iteration 11Q: 3 clusters Score -753489.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -753582.125000 Penalty: 2826.202881
	Iteration 12Q: 3 clusters Score -753582.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -753677.062500 Penalty: 2826.202881
	Iteration 13Q: 3 clusters Score -753677.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -753795.375000 Penalty: 2826.202881
	Iteration 14Q: 3 clusters Score -753795.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -753931.312500 Penalty: 2826.202881
	Iteration 15Q: 3 clusters Score -753931.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -754080.937500 Penalty: 2826.202881
	Iteration 16Q: 3 clusters Score -754080.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -754241.312500 Penalty: 2826.202881
	Iteration 17Q: 3 clusters Score -754241.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -754356.937500 Penalty: 2826.202881
	Iteration 18Q: 3 clusters Score -754356.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -754434.625000 Penalty: 2826.202881
	Iteration 19Q: 3 clusters Score -754434.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -754478.562500 Penalty: 2826.202881
	Iteration 20F: 3 clusters Score -754478.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -754523.812500 Penalty: 2826.202881
	Iteration 21Q: 3 clusters Score -754523.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -754561.312500 Penalty: 2826.202881
	Iteration 22Q: 3 clusters Score -754561.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -754588.562500 Penalty: 2826.202881
	Iteration 23Q: 3 clusters Score -754588.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -754609.875000 Penalty: 2826.202881
	Iteration 24Q: 3 clusters Score -754609.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -754626.937500 Penalty: 2826.202881
	Iteration 25Q: 3 clusters Score -754626.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -754636.812500 Penalty: 2826.202881
	Iteration 26Q: 3 clusters Score -754636.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -754643.375000 Penalty: 2826.202881
	Iteration 27Q: 3 clusters Score -754643.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -754652.625000 Penalty: 2826.202881
	Iteration 28Q: 3 clusters Score -754652.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -754660.562500 Penalty: 2826.202881
	Iteration 29Q: 3 clusters Score -754660.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -754669.000000 Penalty: 2826.202881
	Iteration 30Q: 3 clusters Score -754669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -754677.187500 Penalty: 2826.202881
	Iteration 31Q: 3 clusters Score -754677.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -754688.062500 Penalty: 2826.202881
	Iteration 32Q: 3 clusters Score -754688.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -754697.625000 Penalty: 2826.202881
	Iteration 33Q: 3 clusters Score -754697.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -754702.812500 Penalty: 2826.202881
	Iteration 34Q: 3 clusters Score -754702.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -754709.937500 Penalty: 2826.202881
	Iteration 35Q: 3 clusters Score -754709.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -754713.687500 Penalty: 2826.202881
	Iteration 36Q: 3 clusters Score -754713.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -754715.437500 Penalty: 2826.202881
	Iteration 37Q: 3 clusters Score -754715.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -754718.125000 Penalty: 2826.202881
	Iteration 38Q: 3 clusters Score -754718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -754718.750000 Penalty: 2826.202881
	Iteration 39Q: 3 clusters Score -754718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -754719.437500 Penalty: 2826.202881
	Iteration 40F: 3 clusters Score -754719.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -754721.312500 Penalty: 2826.202881
	Iteration 41Q: 3 clusters Score -754721.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -754723.375000 Penalty: 2826.202881
	Iteration 42Q: 3 clusters Score -754723.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -754725.062500 Penalty: 2826.202881
	Iteration 43Q: 3 clusters Score -754725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -754725.625000 Penalty: 2826.202881
	Iteration 44Q: 3 clusters Score -754725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -754725.937500 Penalty: 2826.202881
	Iteration 45Q: 3 clusters Score -754725.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -754725.937500 Penalty: 2826.202881
	Iteration 46F: 3 clusters Score -754725.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Entering Unmasked Estep 
Score: -2778050.500000 Penalty: 1626.128784
	Iteration 0F: 2 clusters Score -2778050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2763006.250000 Penalty: 3252.257568
	Iteration 0F: 3 clusters Score -2763006 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2768466.750000 Penalty: 3252.257568
	Iteration 1F: 3 clusters Score -2768467 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2768849.500000 Penalty: 3252.257568
	Iteration 2F: 3 clusters Score -2768850 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2769276.500000 Penalty: 3252.257568
	Iteration 3Q: 3 clusters Score -2769276 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2769801.750000 Penalty: 3252.257568
	Iteration 4F: 3 clusters Score -2769802 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2770492.500000 Penalty: 3252.257568
	Iteration 5F: 3 clusters Score -2770492 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2771324.750000 Penalty: 3252.257568
	Iteration 6F: 3 clusters Score -2771325 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2772212.500000 Penalty: 3252.257568
	Iteration 7F: 3 clusters Score -2772212 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2773115.000000 Penalty: 3252.257568
	Iteration 8F: 3 clusters Score -2773115 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2774003.250000 Penalty: 3252.257568
	Iteration 9F: 3 clusters Score -2774003 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2774875.250000 Penalty: 3252.257568
	Iteration 10Q: 3 clusters Score -2774875 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2775553.250000 Penalty: 3252.257568
	Iteration 11Q: 3 clusters Score -2775553 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2776031.000000 Penalty: 3252.257568
	Iteration 12Q: 3 clusters Score -2776031 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2776352.750000 Penalty: 3252.257568
	Iteration 13Q: 3 clusters Score -2776353 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2776528.500000 Penalty: 3252.257568
	Iteration 14Q: 3 clusters Score -2776528 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2776639.500000 Penalty: 3252.257568
	Iteration 15Q: 3 clusters Score -2776640 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2776692.000000 Penalty: 3252.257568
	Iteration 16Q: 3 clusters Score -2776692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2776713.000000 Penalty: 3252.257568
	Iteration 17Q: 3 clusters Score -2776713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2776734.250000 Penalty: 3252.257568
	Iteration 18Q: 3 clusters Score -2776734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2776746.000000 Penalty: 3252.257568
	Iteration 19Q: 3 clusters Score -2776746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2776749.000000 Penalty: 3252.257568
	Iteration 20F: 3 clusters Score -2776749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2776756.000000 Penalty: 3252.257568
	Iteration 21Q: 3 clusters Score -2776756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2776761.000000 Penalty: 3252.257568
	Iteration 22Q: 3 clusters Score -2776761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2776763.750000 Penalty: 3252.257568
	Iteration 23Q: 3 clusters Score -2776764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2776767.000000 Penalty: 3252.257568
	Iteration 24Q: 3 clusters Score -2776767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2776767.750000 Penalty: 3252.257568
	Iteration 25Q: 3 clusters Score -2776768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2776767.750000 Penalty: 3252.257568
	Iteration 26F: 3 clusters Score -2776768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Entering Unmasked Estep 
Score: -4396935.000000 Penalty: 1708.668335
	Iteration 0F: 2 clusters Score -4396935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -4372396.500000 Penalty: 3417.336670
	Iteration 0F: 3 clusters Score -4372396 nChanged 17070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -4382175.000000 Penalty: 3417.336670
	Iteration 1F: 3 clusters Score -4382175 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -4382882.500000 Penalty: 3417.336670
	Iteration 2Q: 3 clusters Score -4382882 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -4383789.500000 Penalty: 3417.336670
	Iteration 3F: 3 clusters Score -4383790 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -4384934.500000 Penalty: 3417.336670
	Iteration 4F: 3 clusters Score -4384934 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -4386507.500000 Penalty: 3417.336670
	Iteration 5F: 3 clusters Score -4386508 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -4388365.000000 Penalty: 3417.336670
	Iteration 6F: 3 clusters Score -4388365 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -4390299.000000 Penalty: 3417.336670
	Iteration 7F: 3 clusters Score -4390299 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -4391786.500000 Penalty: 3417.336670
	Iteration 8Q: 3 clusters Score -4391786 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -4392745.000000 Penalty: 3417.336670
	Iteration 9Q: 3 clusters Score -4392745 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -4393402.500000 Penalty: 3417.336670
	Iteration 10Q: 3 clusters Score -4393402 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4393878.000000 Penalty: 3417.336670
	Iteration 11Q: 3 clusters Score -4393878 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4394222.500000 Penalty: 3417.336670
	Iteration 12Q: 3 clusters Score -4394222 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4394565.500000 Penalty: 3417.336670
	Iteration 13Q: 3 clusters Score -4394566 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4394883.000000 Penalty: 3417.336670
	Iteration 14Q: 3 clusters Score -4394883 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4395072.500000 Penalty: 3417.336670
	Iteration 15Q: 3 clusters Score -4395072 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4395204.000000 Penalty: 3417.336670
	Iteration 16Q: 3 clusters Score -4395204 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4395320.000000 Penalty: 3417.336670
	Iteration 17Q: 3 clusters Score -4395320 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4395401.000000 Penalty: 3417.336670
	Iteration 18Q: 3 clusters Score -4395401 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4395473.500000 Penalty: 3417.336670
	Iteration 19Q: 3 clusters Score -4395474 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4395516.000000 Penalty: 3417.336670
	Iteration 20F: 3 clusters Score -4395516 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4395551.500000 Penalty: 3417.336670
	Iteration 21Q: 3 clusters Score -4395552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4395589.000000 Penalty: 3417.336670
	Iteration 22Q: 3 clusters Score -4395589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4395608.000000 Penalty: 3417.336670
	Iteration 23Q: 3 clusters Score -4395608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4395622.500000 Penalty: 3417.336670
	Iteration 24Q: 3 clusters Score -4395622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4395643.500000 Penalty: 3417.336670
	Iteration 25Q: 3 clusters Score -4395644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4395665.000000 Penalty: 3417.336670
	Iteration 26Q: 3 clusters Score -4395665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4395681.500000 Penalty: 3417.336670
	Iteration 27Q: 3 clusters Score -4395682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4395697.500000 Penalty: 3417.336670
	Iteration 28Q: 3 clusters Score -4395698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4395693.500000 Penalty: 3417.336670
	Iteration 29Q: 3 clusters Score -4395694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4395701.000000 Penalty: 3417.336670
	Iteration 30Q: 3 clusters Score -4395701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4395707.000000 Penalty: 3417.336670
	Iteration 31Q: 3 clusters Score -4395707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4395713.500000 Penalty: 3417.336670
	Iteration 32Q: 3 clusters Score -4395714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4395713.000000 Penalty: 3417.336670
	Iteration 33Q: 3 clusters Score -4395713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4395712.500000 Penalty: 3417.336670
	Iteration 34Q: 3 clusters Score -4395712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4395713.500000 Penalty: 3417.336670
	Iteration 35Q: 3 clusters Score -4395714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4395715.000000 Penalty: 3417.336670
	Iteration 36Q: 3 clusters Score -4395715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4395723.000000 Penalty: 3417.336670
	Iteration 37Q: 3 clusters Score -4395723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4395725.000000 Penalty: 3417.336670
	Iteration 38Q: 3 clusters Score -4395725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4395728.500000 Penalty: 3417.336670
	Iteration 39Q: 3 clusters Score -4395728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4395725.000000 Penalty: 3417.336670
	Iteration 40F: 3 clusters Score -4395725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4395731.000000 Penalty: 3417.336670
	Iteration 41Q: 3 clusters Score -4395731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4395734.500000 Penalty: 3417.336670
	Iteration 42Q: 3 clusters Score -4395734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4395741.500000 Penalty: 3417.336670
	Iteration 43Q: 3 clusters Score -4395742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4395749.500000 Penalty: 3417.336670
	Iteration 44Q: 3 clusters Score -4395750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4395749.000000 Penalty: 3417.336670
	Iteration 45Q: 3 clusters Score -4395749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4395748.500000 Penalty: 3417.336670
	Iteration 46Q: 3 clusters Score -4395748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4395748.000000 Penalty: 3417.336670
	Iteration 47Q: 3 clusters Score -4395748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4395751.500000 Penalty: 3417.336670
	Iteration 48Q: 3 clusters Score -4395752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4395751.500000 Penalty: 3417.336670
	Iteration 49Q: 3 clusters Score -4395752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4395750.500000 Penalty: 3417.336670
	Iteration 50Q: 3 clusters Score -4395750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4395749.500000 Penalty: 3417.336670
	Iteration 51Q: 3 clusters Score -4395750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4395749.500000 Penalty: 3417.336670
	Iteration 52F: 3 clusters Score -4395750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Entering Unmasked Estep 
Score: -666878.937500 Penalty: 1399.147217
	Iteration 0F: 2 clusters Score -666878.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -662666.625000 Penalty: 2798.294434
	Iteration 0F: 3 clusters Score -662666.6 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -663900.125000 Penalty: 2798.294434
	Iteration 1F: 3 clusters Score -663900.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -664140.812500 Penalty: 2798.294434
	Iteration 2F: 3 clusters Score -664140.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -664356.000000 Penalty: 2798.294434
	Iteration 3F: 3 clusters Score -664356 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -664546.812500 Penalty: 2798.294434
	Iteration 4F: 3 clusters Score -664546.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -664721.187500 Penalty: 2798.294434
	Iteration 5F: 3 clusters Score -664721.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -664887.812500 Penalty: 2798.294434
	Iteration 6F: 3 clusters Score -664887.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -665057.875000 Penalty: 2798.294434
	Iteration 7Q: 3 clusters Score -665057.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -665227.187500 Penalty: 2798.294434
	Iteration 8Q: 3 clusters Score -665227.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -665360.375000 Penalty: 2798.294434
	Iteration 9Q: 3 clusters Score -665360.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -665477.687500 Penalty: 2798.294434
	Iteration 10Q: 3 clusters Score -665477.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -665581.750000 Penalty: 2798.294434
	Iteration 11Q: 3 clusters Score -665581.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -665666.625000 Penalty: 2798.294434
	Iteration 12Q: 3 clusters Score -665666.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -665719.687500 Penalty: 2798.294434
	Iteration 13Q: 3 clusters Score -665719.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -665770.187500 Penalty: 2798.294434
	Iteration 14Q: 3 clusters Score -665770.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -665802.875000 Penalty: 2798.294434
	Iteration 15Q: 3 clusters Score -665802.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -665846.062500 Penalty: 2798.294434
	Iteration 16Q: 3 clusters Score -665846.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -665891.812500 Penalty: 2798.294434
	Iteration 17Q: 3 clusters Score -665891.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -665924.625000 Penalty: 2798.294434
	Iteration 18Q: 3 clusters Score -665924.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -665951.250000 Penalty: 2798.294434
	Iteration 19Q: 3 clusters Score -665951.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -665972.000000 Penalty: 2798.294434
	Iteration 20F: 3 clusters Score -665972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -665987.187500 Penalty: 2798.294434
	Iteration 21Q: 3 clusters Score -665987.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -665996.250000 Penalty: 2798.294434
	Iteration 22Q: 3 clusters Score -665996.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -666000.812500 Penalty: 2798.294434
	Iteration 23Q: 3 clusters Score -666000.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -666002.812500 Penalty: 2798.294434
	Iteration 24Q: 3 clusters Score -666002.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -666005.937500 Penalty: 2798.294434
	Iteration 25Q: 3 clusters Score -666005.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -666009.875000 Penalty: 2798.294434
	Iteration 26Q: 3 clusters Score -666009.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -666012.062500 Penalty: 2798.294434
	Iteration 27Q: 3 clusters Score -666012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -666013.875000 Penalty: 2798.294434
	Iteration 28Q: 3 clusters Score -666013.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -666014.500000 Penalty: 2798.294434
	Iteration 29Q: 3 clusters Score -666014.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -666017.312500 Penalty: 2798.294434
	Iteration 30Q: 3 clusters Score -666017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -666016.937500 Penalty: 2798.294434
	Iteration 31Q: 3 clusters Score -666016.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -666017.125000 Penalty: 2798.294434
	Iteration 32Q: 3 clusters Score -666017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -666018.000000 Penalty: 2798.294434
	Iteration 33Q: 3 clusters Score -666018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -666017.687500 Penalty: 2798.294434
	Iteration 34Q: 3 clusters Score -666017.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -666017.687500 Penalty: 2798.294434
	Iteration 35F: 3 clusters Score -666017.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -44937.980469 Penalty: 994.190796
	Iteration 0F: 2 clusters Score -44937.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44040.121094 Penalty: 1988.381592
	Iteration 0F: 3 clusters Score -44040.12 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44204.351562 Penalty: 1988.381592
	Iteration 1F: 3 clusters Score -44204.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44227.375000 Penalty: 1988.381592
	Iteration 2F: 3 clusters Score -44227.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44240.406250 Penalty: 1988.381592
	Iteration 3Q: 3 clusters Score -44240.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44269.671875 Penalty: 1988.381592
	Iteration 4Q: 3 clusters Score -44269.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44276.355469 Penalty: 1988.381592
	Iteration 5Q: 3 clusters Score -44276.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44286.000000 Penalty: 1988.381592
	Iteration 6Q: 3 clusters Score -44286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44306.722656 Penalty: 1988.381592
	Iteration 7Q: 3 clusters Score -44306.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44340.500000 Penalty: 1988.381592
	Iteration 8Q: 3 clusters Score -44340.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44414.898438 Penalty: 1988.381592
	Iteration 9F: 3 clusters Score -44414.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -44522.480469 Penalty: 1988.381592
	Iteration 10Q: 3 clusters Score -44522.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -44546.640625 Penalty: 1988.381592
	Iteration 11Q: 3 clusters Score -44546.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -44569.421875 Penalty: 1988.381592
	Iteration 12Q: 3 clusters Score -44569.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -44585.195312 Penalty: 1988.381592
	Iteration 13Q: 3 clusters Score -44585.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -44598.882812 Penalty: 1988.381592
	Iteration 14Q: 3 clusters Score -44598.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -44616.371094 Penalty: 1988.381592
	Iteration 15Q: 3 clusters Score -44616.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -44633.628906 Penalty: 1988.381592
	Iteration 16Q: 3 clusters Score -44633.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -44676.707031 Penalty: 1988.381592
	Iteration 17Q: 3 clusters Score -44676.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -44704.335938 Penalty: 1988.381592
	Iteration 18Q: 3 clusters Score -44704.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -44707.386719 Penalty: 1988.381592
	Iteration 19Q: 3 clusters Score -44707.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -44708.621094 Penalty: 1988.381592
	Iteration 20F: 3 clusters Score -44708.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Entering Unmasked Estep 
Score: -5702577.000000 Penalty: 1738.233154
	Iteration 0F: 2 clusters Score -5702577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -5672790.000000 Penalty: 3476.466309
	Iteration 0F: 3 clusters Score -5672790 nChanged 20778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -5684557.000000 Penalty: 3476.466309
	Iteration 1F: 3 clusters Score -5684557 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -5685034.000000 Penalty: 3476.466309
	Iteration 2Q: 3 clusters Score -5685034 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -5685514.000000 Penalty: 3476.466309
	Iteration 3Q: 3 clusters Score -5685514 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -5686162.500000 Penalty: 3476.466309
	Iteration 4Q: 3 clusters Score -5686162 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -5686987.000000 Penalty: 3476.466309
	Iteration 5Q: 3 clusters Score -5686987 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -5687980.500000 Penalty: 3476.466309
	Iteration 6F: 3 clusters Score -5687980 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -5689277.000000 Penalty: 3476.466309
	Iteration 7F: 3 clusters Score -5689277 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -5690776.500000 Penalty: 3476.466309
	Iteration 8F: 3 clusters Score -5690776 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -5692367.000000 Penalty: 3476.466309
	Iteration 9F: 3 clusters Score -5692367 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -5694056.500000 Penalty: 3476.466309
	Iteration 10F: 3 clusters Score -5694056 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -5695529.500000 Penalty: 3476.466309
	Iteration 11Q: 3 clusters Score -5695530 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -5696483.000000 Penalty: 3476.466309
	Iteration 12Q: 3 clusters Score -5696483 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -5696971.000000 Penalty: 3476.466309
	Iteration 13Q: 3 clusters Score -5696971 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -5697354.000000 Penalty: 3476.466309
	Iteration 14Q: 3 clusters Score -5697354 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -5697674.000000 Penalty: 3476.466309
	Iteration 15Q: 3 clusters Score -5697674 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -5697986.500000 Penalty: 3476.466309
	Iteration 16Q: 3 clusters Score -5697986 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -5698273.500000 Penalty: 3476.466309
	Iteration 17Q: 3 clusters Score -5698274 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -5698517.000000 Penalty: 3476.466309
	Iteration 18Q: 3 clusters Score -5698517 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -5698711.500000 Penalty: 3476.466309
	Iteration 19Q: 3 clusters Score -5698712 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -5698934.500000 Penalty: 3476.466309
	Iteration 20F: 3 clusters Score -5698934 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -5699163.000000 Penalty: 3476.466309
	Iteration 21Q: 3 clusters Score -5699163 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -5699350.000000 Penalty: 3476.466309
	Iteration 22Q: 3 clusters Score -5699350 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -5699527.500000 Penalty: 3476.466309
	Iteration 23Q: 3 clusters Score -5699528 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -5699714.500000 Penalty: 3476.466309
	Iteration 24Q: 3 clusters Score -5699714 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -5699880.000000 Penalty: 3476.466309
	Iteration 25Q: 3 clusters Score -5699880 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -5700017.500000 Penalty: 3476.466309
	Iteration 26Q: 3 clusters Score -5700018 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -5700153.500000 Penalty: 3476.466309
	Iteration 27Q: 3 clusters Score -5700154 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -5700264.000000 Penalty: 3476.466309
	Iteration 28Q: 3 clusters Score -5700264 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -5700382.000000 Penalty: 3476.466309
	Iteration 29Q: 3 clusters Score -5700382 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -5700481.500000 Penalty: 3476.466309
	Iteration 30Q: 3 clusters Score -5700482 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -5700595.000000 Penalty: 3476.466309
	Iteration 31Q: 3 clusters Score -5700595 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -5700668.000000 Penalty: 3476.466309
	Iteration 32Q: 3 clusters Score -5700668 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -5700712.000000 Penalty: 3476.466309
	Iteration 33Q: 3 clusters Score -5700712 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -5700760.500000 Penalty: 3476.466309
	Iteration 34Q: 3 clusters Score -5700760 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -5700795.500000 Penalty: 3476.466309
	Iteration 35Q: 3 clusters Score -5700796 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -5700820.500000 Penalty: 3476.466309
	Iteration 36Q: 3 clusters Score -5700820 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -5700863.000000 Penalty: 3476.466309
	Iteration 37Q: 3 clusters Score -5700863 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -5700897.000000 Penalty: 3476.466309
	Iteration 38Q: 3 clusters Score -5700897 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -5700918.000000 Penalty: 3476.466309
	Iteration 39Q: 3 clusters Score -5700918 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -5700953.000000 Penalty: 3476.466309
	Iteration 40F: 3 clusters Score -5700953 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -5700981.000000 Penalty: 3476.466309
	Iteration 41Q: 3 clusters Score -5700981 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -5701006.000000 Penalty: 3476.466309
	Iteration 42Q: 3 clusters Score -5701006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -5701008.500000 Penalty: 3476.466309
	Iteration 43Q: 3 clusters Score -5701008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -5701023.500000 Penalty: 3476.466309
	Iteration 44Q: 3 clusters Score -5701024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -5701030.000000 Penalty: 3476.466309
	Iteration 45Q: 3 clusters Score -5701030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -5701028.500000 Penalty: 3476.466309
	Iteration 46Q: 3 clusters Score -5701028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -5701044.500000 Penalty: 3476.466309
	Iteration 47Q: 3 clusters Score -5701044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -5701039.000000 Penalty: 3476.466309
	Iteration 48Q: 3 clusters Score -5701039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -5701041.500000 Penalty: 3476.466309
	Iteration 49Q: 3 clusters Score -5701042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -5701033.000000 Penalty: 3476.466309
	Iteration 50Q: 3 clusters Score -5701033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -5701040.500000 Penalty: 3476.466309
	Iteration 51Q: 3 clusters Score -5701040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5701034.000000 Penalty: 3476.466309
	Iteration 52Q: 3 clusters Score -5701034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -5701042.500000 Penalty: 3476.466309
	Iteration 53Q: 3 clusters Score -5701042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -5701037.000000 Penalty: 3476.466309
	Iteration 54Q: 3 clusters Score -5701037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -5701042.000000 Penalty: 3476.466309
	Iteration 55Q: 3 clusters Score -5701042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -5701042.000000 Penalty: 3476.466309
	Iteration 56Q: 3 clusters Score -5701042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -5701052.000000 Penalty: 3476.466309
	Iteration 57Q: 3 clusters Score -5701052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -5701057.500000 Penalty: 3476.466309
	Iteration 58Q: 3 clusters Score -5701058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -5701054.000000 Penalty: 3476.466309
	Iteration 59Q: 3 clusters Score -5701054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -5701054.500000 Penalty: 3476.466309
	Iteration 60F: 3 clusters Score -5701054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -5701051.000000 Penalty: 3476.466309
	Iteration 61Q: 3 clusters Score -5701051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -5701053.500000 Penalty: 3476.466309
	Iteration 62Q: 3 clusters Score -5701054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -5701053.500000 Penalty: 3476.466309
	Iteration 63Q: 3 clusters Score -5701054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -5701056.000000 Penalty: 3476.466309
	Iteration 64Q: 3 clusters Score -5701056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -5701056.500000 Penalty: 3476.466309
	Iteration 65Q: 3 clusters Score -5701056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -5701059.000000 Penalty: 3476.466309
	Iteration 66Q: 3 clusters Score -5701059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -5701064.000000 Penalty: 3476.466309
	Iteration 67Q: 3 clusters Score -5701064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -5701062.500000 Penalty: 3476.466309
	Iteration 68Q: 3 clusters Score -5701062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -5701062.500000 Penalty: 3476.466309
	Iteration 69Q: 3 clusters Score -5701062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -5701062.500000 Penalty: 3476.466309
	Iteration 70F: 3 clusters Score -5701062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Entering Unmasked Estep 
Score: -6230269.000000 Penalty: 1755.758057
	Iteration 0F: 2 clusters Score -6230269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -6197269.000000 Penalty: 3511.516113
	Iteration 0F: 3 clusters Score -6197269 nChanged 23229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -6210508.000000 Penalty: 3511.516113
	Iteration 1F: 3 clusters Score -6210508 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -6211298.500000 Penalty: 3511.516113
	Iteration 2Q: 3 clusters Score -6211298 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -6212325.500000 Penalty: 3511.516113
	Iteration 3Q: 3 clusters Score -6212326 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -6214081.500000 Penalty: 3511.516113
	Iteration 4F: 3 clusters Score -6214082 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -6216233.000000 Penalty: 3511.516113
	Iteration 5F: 3 clusters Score -6216233 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -6218376.500000 Penalty: 3511.516113
	Iteration 6F: 3 clusters Score -6218376 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -6220327.000000 Penalty: 3511.516113
	Iteration 7F: 3 clusters Score -6220327 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -6222140.500000 Penalty: 3511.516113
	Iteration 8F: 3 clusters Score -6222140 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -6224009.000000 Penalty: 3511.516113
	Iteration 9Q: 3 clusters Score -6224009 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -6225675.000000 Penalty: 3511.516113
	Iteration 10Q: 3 clusters Score -6225675 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -6226901.000000 Penalty: 3511.516113
	Iteration 11Q: 3 clusters Score -6226901 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -6227485.500000 Penalty: 3511.516113
	Iteration 12Q: 3 clusters Score -6227486 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -6227760.000000 Penalty: 3511.516113
	Iteration 13Q: 3 clusters Score -6227760 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -6227945.000000 Penalty: 3511.516113
	Iteration 14Q: 3 clusters Score -6227945 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -6228027.000000 Penalty: 3511.516113
	Iteration 15Q: 3 clusters Score -6228027 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -6228125.000000 Penalty: 3511.516113
	Iteration 16Q: 3 clusters Score -6228125 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -6228173.500000 Penalty: 3511.516113
	Iteration 17Q: 3 clusters Score -6228174 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -6228229.000000 Penalty: 3511.516113
	Iteration 18Q: 3 clusters Score -6228229 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -6228283.000000 Penalty: 3511.516113
	Iteration 19Q: 3 clusters Score -6228283 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -6228316.500000 Penalty: 3511.516113
	Iteration 20F: 3 clusters Score -6228316 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -6228335.500000 Penalty: 3511.516113
	Iteration 21Q: 3 clusters Score -6228336 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -6228364.000000 Penalty: 3511.516113
	Iteration 22Q: 3 clusters Score -6228364 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -6228388.000000 Penalty: 3511.516113
	Iteration 23Q: 3 clusters Score -6228388 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -6228406.000000 Penalty: 3511.516113
	Iteration 24Q: 3 clusters Score -6228406 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -6228408.000000 Penalty: 3511.516113
	Iteration 25Q: 3 clusters Score -6228408 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -6228437.500000 Penalty: 3511.516113
	Iteration 26Q: 3 clusters Score -6228438 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -6228444.000000 Penalty: 3511.516113
	Iteration 27Q: 3 clusters Score -6228444 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -6228456.000000 Penalty: 3511.516113
	Iteration 28Q: 3 clusters Score -6228456 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -6228466.000000 Penalty: 3511.516113
	Iteration 29Q: 3 clusters Score -6228466 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -6228470.500000 Penalty: 3511.516113
	Iteration 30Q: 3 clusters Score -6228470 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -6228471.500000 Penalty: 3511.516113
	Iteration 31Q: 3 clusters Score -6228472 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -6228468.500000 Penalty: 3511.516113
	Iteration 32Q: 3 clusters Score -6228468 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -6228455.500000 Penalty: 3511.516113
	Iteration 33Q: 3 clusters Score -6228456 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -6228463.500000 Penalty: 3511.516113
	Iteration 34Q: 3 clusters Score -6228464 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -6228478.500000 Penalty: 3511.516113
	Iteration 35Q: 3 clusters Score -6228478 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6228494 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -6228512.500000 Penalty: 3511.516113
	Iteration 37Q: 3 clusters Score -6228512 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6228524 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6228528 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -6228525.500000 Penalty: 3511.516113
	Iteration 40F: 3 clusters Score -6228526 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6228534 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6228566 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6228588 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6228592 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6228598 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6228609 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -6228632.500000 Penalty: 3511.516113
	Iteration 47Q: 3 clusters Score -6228632 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6228624 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6228623 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6228624 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -6228643.500000 Penalty: 3511.516113
	Iteration 51Q: 3 clusters Score -6228644 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6228654 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6228662 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6228684 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43688 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6228694 nChanged 38
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Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -6228712.500000 Penalty: 3511.516113
	Iteration 56Q: 3 clusters Score -6228712 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6228696 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -6228709.500000 Penalty: 3511.516113
	Iteration 58Q: 3 clusters Score -6228710 nChanged 29
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Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -6228722.000000 Penalty: 3511.516113
	Iteration 59Q: 3 clusters Score -6228722 nChanged 23
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Mstep: Class 1 contains 43850 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6228721 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43864 members 
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Entering Unmasked Estep 
Score: -6228720.500000 Penalty: 3511.516113
	Iteration 61Q: 3 clusters Score -6228720 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43879 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6228717 nChanged 13
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Mstep: Class 1 contains 43892 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6228726 nChanged 19
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Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6228738 nChanged 14
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Mstep: Class 1 contains 43925 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6228728 nChanged 15
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Mstep: Class 1 contains 43938 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6228726 nChanged 12
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6228729 nChanged 5
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Mstep: Class 1 contains 43955 members 
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Entering Unmasked Estep 
Score: -6228733.000000 Penalty: 3511.516113
	Iteration 68Q: 3 clusters Score -6228733 nChanged 9
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Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6228728 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -6228727.000000 Penalty: 3511.516113
	Iteration 70Q: 3 clusters Score -6228727 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6228736 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6228730 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -6228731.000000 Penalty: 3511.516113
	Iteration 73Q: 3 clusters Score -6228731 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44069 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6228738 nChanged 30
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Mstep: Class 1 contains 44095 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6228736 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6228729 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44152 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6228728 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -6228737.000000 Penalty: 3511.516113
	Iteration 78Q: 3 clusters Score -6228737 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44229 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6228745 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44268 members 
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Entering Unmasked Estep 
Score: -6228759.500000 Penalty: 3511.516113
	Iteration 80F: 3 clusters Score -6228760 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44315 members 
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Entering Unmasked Estep 
Score: -6228773.500000 Penalty: 3511.516113
	Iteration 81Q: 3 clusters Score -6228774 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -6228777.000000 Penalty: 3511.516113
	Iteration 82Q: 3 clusters Score -6228777 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44406 members 
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	Iteration 83Q: 3 clusters Score -6228773 nChanged 69
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Mstep: Class 1 contains 44467 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6228791 nChanged 73
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Mstep: Class 1 contains 44526 members 
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	Iteration 85Q: 3 clusters Score -6228797 nChanged 78
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Mstep: Class 1 contains 44596 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6228818 nChanged 73
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Mstep: Class 1 contains 44659 members 
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	Iteration 87Q: 3 clusters Score -6228827 nChanged 69
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Mstep: Class 1 contains 44722 members 
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	Iteration 88Q: 3 clusters Score -6228838 nChanged 71
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Mstep: Class 1 contains 44783 members 
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	Iteration 89Q: 3 clusters Score -6228843 nChanged 70
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Mstep: Class 1 contains 44845 members 
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	Iteration 90Q: 3 clusters Score -6228860 nChanged 65
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	Iteration 91Q: 3 clusters Score -6228858 nChanged 68
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Mstep: Class 1 contains 44954 members 
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	Iteration 92Q: 3 clusters Score -6228877 nChanged 70
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Mstep: Class 1 contains 45014 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6228896 nChanged 81
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Mstep: Class 1 contains 45081 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6228938 nChanged 77
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Mstep: Class 1 contains 45146 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6228957 nChanged 92
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Mstep: Class 1 contains 45224 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6228983 nChanged 80
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Mstep: Class 1 contains 45286 members 
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Entering Unmasked Estep 
Score: -6229001.000000 Penalty: 3511.516113
	Iteration 97Q: 3 clusters Score -6229001 nChanged 79
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Mstep: Class 1 contains 45351 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6229020 nChanged 68
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	Iteration 99Q: 3 clusters Score -6229032 nChanged 76
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Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -6229055.000000 Penalty: 3511.516113
	Iteration 100F: 3 clusters Score -6229055 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45512 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6229068 nChanged 59
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Mstep: Class 1 contains 45549 members 
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	Iteration 102Q: 3 clusters Score -6229078 nChanged 52
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	Iteration 103Q: 3 clusters Score -6229083 nChanged 43
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	Iteration 104Q: 3 clusters Score -6229076 nChanged 39
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Mstep: Class 1 contains 45657 members 
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	Iteration 105Q: 3 clusters Score -6229092 nChanged 36
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	Iteration 106Q: 3 clusters Score -6229094 nChanged 32
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	Iteration 107Q: 3 clusters Score -6229101 nChanged 39
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Entering Unmasked Estep 
Score: -6229107.500000 Penalty: 3511.516113
	Iteration 108Q: 3 clusters Score -6229108 nChanged 40
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	Iteration 109Q: 3 clusters Score -6229116 nChanged 33
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	Iteration 110Q: 3 clusters Score -6229114 nChanged 29
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	Iteration 111Q: 3 clusters Score -6229116 nChanged 19
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	Iteration 112Q: 3 clusters Score -6229116 nChanged 24
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	Iteration 113Q: 3 clusters Score -6229128 nChanged 21
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Entering Unmasked Estep 
Score: -6229131.500000 Penalty: 3511.516113
	Iteration 114Q: 3 clusters Score -6229132 nChanged 22
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	Iteration 115Q: 3 clusters Score -6229132 nChanged 22
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	Iteration 116Q: 3 clusters Score -6229132 nChanged 26
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Entering Unmasked Estep 
Score: -6229142.500000 Penalty: 3511.516113
	Iteration 117Q: 3 clusters Score -6229142 nChanged 18
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	Iteration 118Q: 3 clusters Score -6229142 nChanged 16
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Entering Unmasked Estep 
Score: -6229143.000000 Penalty: 3511.516113
	Iteration 119Q: 3 clusters Score -6229143 nChanged 14
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Entering Unmasked Estep 
Score: -6229157.000000 Penalty: 3511.516113
	Iteration 120F: 3 clusters Score -6229157 nChanged 15
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	Iteration 121Q: 3 clusters Score -6229154 nChanged 11
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	Iteration 122Q: 3 clusters Score -6229158 nChanged 11
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	Iteration 123Q: 3 clusters Score -6229160 nChanged 9
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	Iteration 124Q: 3 clusters Score -6229158 nChanged 17
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	Iteration 125Q: 3 clusters Score -6229154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -6229156.000000 Penalty: 3511.516113
	Iteration 126Q: 3 clusters Score -6229156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -6229149.500000 Penalty: 3511.516113
	Iteration 127Q: 3 clusters Score -6229150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -6229157.000000 Penalty: 3511.516113
	Iteration 128Q: 3 clusters Score -6229157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -6229156.000000 Penalty: 3511.516113
	Iteration 129Q: 3 clusters Score -6229156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -6229165.500000 Penalty: 3511.516113
	Iteration 130Q: 3 clusters Score -6229166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -6229166.500000 Penalty: 3511.516113
	Iteration 131Q: 3 clusters Score -6229166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6229157.500000 Penalty: 3511.516113
	Iteration 132Q: 3 clusters Score -6229158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -6229161.000000 Penalty: 3511.516113
	Iteration 133Q: 3 clusters Score -6229161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6229154.000000 Penalty: 3511.516113
	Iteration 134Q: 3 clusters Score -6229154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -6229152.500000 Penalty: 3511.516113
	Iteration 135Q: 3 clusters Score -6229152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -6229162.500000 Penalty: 3511.516113
	Iteration 136Q: 3 clusters Score -6229162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -6229156.000000 Penalty: 3511.516113
	Iteration 137Q: 3 clusters Score -6229156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -6229161.000000 Penalty: 3511.516113
	Iteration 138Q: 3 clusters Score -6229161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -6229174.500000 Penalty: 3511.516113
	Iteration 139Q: 3 clusters Score -6229174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -6229169.500000 Penalty: 3511.516113
	Iteration 140F: 3 clusters Score -6229170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -6229181.000000 Penalty: 3511.516113
	Iteration 141Q: 3 clusters Score -6229181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6229179.000000 Penalty: 3511.516113
	Iteration 142Q: 3 clusters Score -6229179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -6229181.500000 Penalty: 3511.516113
	Iteration 143Q: 3 clusters Score -6229182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -6229181.500000 Penalty: 3511.516113
	Iteration 144Q: 3 clusters Score -6229182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -6229173.000000 Penalty: 3511.516113
	Iteration 145Q: 3 clusters Score -6229173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -6229175.000000 Penalty: 3511.516113
	Iteration 146Q: 3 clusters Score -6229175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -6229175.000000 Penalty: 3511.516113
	Iteration 147Q: 3 clusters Score -6229175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -6229171.500000 Penalty: 3511.516113
	Iteration 148Q: 3 clusters Score -6229172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6229174.000000 Penalty: 3511.516113
	Iteration 149Q: 3 clusters Score -6229174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -6229168.500000 Penalty: 3511.516113
	Iteration 150Q: 3 clusters Score -6229168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6229165.000000 Penalty: 3511.516113
	Iteration 151Q: 3 clusters Score -6229165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -6229171.500000 Penalty: 3511.516113
	Iteration 152Q: 3 clusters Score -6229172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -6229171.000000 Penalty: 3511.516113
	Iteration 153Q: 3 clusters Score -6229171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6229174.500000 Penalty: 3511.516113
	Iteration 154Q: 3 clusters Score -6229174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -6229175.000000 Penalty: 3511.516113
	Iteration 155Q: 3 clusters Score -6229175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -6229178.000000 Penalty: 3511.516113
	Iteration 156Q: 3 clusters Score -6229178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6229178.000000 Penalty: 3511.516113
	Iteration 157Q: 3 clusters Score -6229178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6229168.500000 Penalty: 3511.516113
	Iteration 158Q: 3 clusters Score -6229168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6229173.500000 Penalty: 3511.516113
	Iteration 159Q: 3 clusters Score -6229174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6229173.500000 Penalty: 3511.516113
	Iteration 160F: 3 clusters Score -6229174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Entering Unmasked Estep 
Score: -685494.500000 Penalty: 1399.028687
	Iteration 0F: 2 clusters Score -685494.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -681226.000000 Penalty: 2798.057373
	Iteration 0F: 3 clusters Score -681226 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -682466.875000 Penalty: 2798.057373
	Iteration 1F: 3 clusters Score -682466.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -682676.375000 Penalty: 2798.057373
	Iteration 2F: 3 clusters Score -682676.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -682817.187500 Penalty: 2798.057373
	Iteration 3F: 3 clusters Score -682817.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -682921.750000 Penalty: 2798.057373
	Iteration 4Q: 3 clusters Score -682921.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -683012.437500 Penalty: 2798.057373
	Iteration 5Q: 3 clusters Score -683012.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -683090.625000 Penalty: 2798.057373
	Iteration 6Q: 3 clusters Score -683090.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -683167.187500 Penalty: 2798.057373
	Iteration 7Q: 3 clusters Score -683167.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -683231.562500 Penalty: 2798.057373
	Iteration 8Q: 3 clusters Score -683231.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -683296.312500 Penalty: 2798.057373
	Iteration 9Q: 3 clusters Score -683296.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -683364.187500 Penalty: 2798.057373
	Iteration 10Q: 3 clusters Score -683364.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -683438.000000 Penalty: 2798.057373
	Iteration 11Q: 3 clusters Score -683438 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -683508.187500 Penalty: 2798.057373
	Iteration 12Q: 3 clusters Score -683508.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -683581.687500 Penalty: 2798.057373
	Iteration 13Q: 3 clusters Score -683581.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -683662.875000 Penalty: 2798.057373
	Iteration 14Q: 3 clusters Score -683662.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -683729.250000 Penalty: 2798.057373
	Iteration 15Q: 3 clusters Score -683729.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -683781.812500 Penalty: 2798.057373
	Iteration 16Q: 3 clusters Score -683781.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -683821.437500 Penalty: 2798.057373
	Iteration 17Q: 3 clusters Score -683821.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -683856.687500 Penalty: 2798.057373
	Iteration 18Q: 3 clusters Score -683856.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -683901.562500 Penalty: 2798.057373
	Iteration 19Q: 3 clusters Score -683901.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -683945.750000 Penalty: 2798.057373
	Iteration 20F: 3 clusters Score -683945.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -683998.937500 Penalty: 2798.057373
	Iteration 21Q: 3 clusters Score -683998.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -684038.625000 Penalty: 2798.057373
	Iteration 22Q: 3 clusters Score -684038.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -684067.187500 Penalty: 2798.057373
	Iteration 23Q: 3 clusters Score -684067.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -684089.312500 Penalty: 2798.057373
	Iteration 24Q: 3 clusters Score -684089.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -684116.437500 Penalty: 2798.057373
	Iteration 25Q: 3 clusters Score -684116.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -684144.687500 Penalty: 2798.057373
	Iteration 26Q: 3 clusters Score -684144.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -684181.625000 Penalty: 2798.057373
	Iteration 27Q: 3 clusters Score -684181.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -684207.625000 Penalty: 2798.057373
	Iteration 28Q: 3 clusters Score -684207.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -684227.687500 Penalty: 2798.057373
	Iteration 29Q: 3 clusters Score -684227.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -684244.750000 Penalty: 2798.057373
	Iteration 30Q: 3 clusters Score -684244.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -684262.750000 Penalty: 2798.057373
	Iteration 31Q: 3 clusters Score -684262.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -684280.187500 Penalty: 2798.057373
	Iteration 32Q: 3 clusters Score -684280.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -684298.000000 Penalty: 2798.057373
	Iteration 33Q: 3 clusters Score -684298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -684309.000000 Penalty: 2798.057373
	Iteration 34Q: 3 clusters Score -684309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -684314.687500 Penalty: 2798.057373
	Iteration 35Q: 3 clusters Score -684314.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -684322.312500 Penalty: 2798.057373
	Iteration 36Q: 3 clusters Score -684322.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -684328.437500 Penalty: 2798.057373
	Iteration 37Q: 3 clusters Score -684328.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -684334.062500 Penalty: 2798.057373
	Iteration 38Q: 3 clusters Score -684334.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -684342.750000 Penalty: 2798.057373
	Iteration 39Q: 3 clusters Score -684342.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -684350.062500 Penalty: 2798.057373
	Iteration 40F: 3 clusters Score -684350.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -684359.062500 Penalty: 2798.057373
	Iteration 41Q: 3 clusters Score -684359.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -684365.000000 Penalty: 2798.057373
	Iteration 42Q: 3 clusters Score -684365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -684372.687500 Penalty: 2798.057373
	Iteration 43Q: 3 clusters Score -684372.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -684381.250000 Penalty: 2798.057373
	Iteration 44Q: 3 clusters Score -684381.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -684392.750000 Penalty: 2798.057373
	Iteration 45Q: 3 clusters Score -684392.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -684405.437500 Penalty: 2798.057373
	Iteration 46Q: 3 clusters Score -684405.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -684414.812500 Penalty: 2798.057373
	Iteration 47Q: 3 clusters Score -684414.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -684422.750000 Penalty: 2798.057373
	Iteration 48Q: 3 clusters Score -684422.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -684434.750000 Penalty: 2798.057373
	Iteration 49Q: 3 clusters Score -684434.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -684440.500000 Penalty: 2798.057373
	Iteration 50Q: 3 clusters Score -684440.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -684447.750000 Penalty: 2798.057373
	Iteration 51Q: 3 clusters Score -684447.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -684451.187500 Penalty: 2798.057373
	Iteration 52Q: 3 clusters Score -684451.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -684453.562500 Penalty: 2798.057373
	Iteration 53Q: 3 clusters Score -684453.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -684458.562500 Penalty: 2798.057373
	Iteration 54Q: 3 clusters Score -684458.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -684460.500000 Penalty: 2798.057373
	Iteration 55Q: 3 clusters Score -684460.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -684467.875000 Penalty: 2798.057373
	Iteration 56Q: 3 clusters Score -684467.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -684471.937500 Penalty: 2798.057373
	Iteration 57Q: 3 clusters Score -684471.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -684477.625000 Penalty: 2798.057373
	Iteration 58Q: 3 clusters Score -684477.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -684480.000000 Penalty: 2798.057373
	Iteration 59Q: 3 clusters Score -684480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -684480.937500 Penalty: 2798.057373
	Iteration 60F: 3 clusters Score -684480.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -684482.687500 Penalty: 2798.057373
	Iteration 61Q: 3 clusters Score -684482.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -684485.687500 Penalty: 2798.057373
	Iteration 62Q: 3 clusters Score -684485.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -684486.312500 Penalty: 2798.057373
	Iteration 63Q: 3 clusters Score -684486.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -684487.250000 Penalty: 2798.057373
	Iteration 64Q: 3 clusters Score -684487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -684487.250000 Penalty: 2798.057373
	Iteration 65F: 3 clusters Score -684487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -18327.921875 Penalty: 852.641418
	Iteration 0F: 2 clusters Score -18327.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17781.554688 Penalty: 1705.282837
	Iteration 0F: 3 clusters Score -17781.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17927.800781 Penalty: 1705.282837
	Iteration 1F: 3 clusters Score -17927.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17952.169922 Penalty: 1705.282837
	Iteration 2Q: 3 clusters Score -17952.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17971.505859 Penalty: 1705.282837
	Iteration 3Q: 3 clusters Score -17971.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17976.650391 Penalty: 1705.282837
	Iteration 4Q: 3 clusters Score -17976.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17981.445312 Penalty: 1705.282837
	Iteration 5Q: 3 clusters Score -17981.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17984.707031 Penalty: 1705.282837
	Iteration 6Q: 3 clusters Score -17984.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17984.707031 Penalty: 1705.282837
	Iteration 7F: 3 clusters Score -17984.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -694510.687500 Penalty: 1399.058472
	Iteration 0F: 2 clusters Score -694510.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -690223.312500 Penalty: 2798.116943
	Iteration 0F: 3 clusters Score -690223.3 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -691708.500000 Penalty: 2798.116943
	Iteration 1F: 3 clusters Score -691708.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -692051.375000 Penalty: 2798.116943
	Iteration 2F: 3 clusters Score -692051.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -692337.437500 Penalty: 2798.116943
	Iteration 3F: 3 clusters Score -692337.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -692558.875000 Penalty: 2798.116943
	Iteration 4F: 3 clusters Score -692558.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -692728.250000 Penalty: 2798.116943
	Iteration 5F: 3 clusters Score -692728.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -692861.625000 Penalty: 2798.116943
	Iteration 6Q: 3 clusters Score -692861.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -692979.937500 Penalty: 2798.116943
	Iteration 7Q: 3 clusters Score -692979.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -693079.000000 Penalty: 2798.116943
	Iteration 8Q: 3 clusters Score -693079 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -693176.062500 Penalty: 2798.116943
	Iteration 9Q: 3 clusters Score -693176.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -693244.187500 Penalty: 2798.116943
	Iteration 10Q: 3 clusters Score -693244.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -693311.375000 Penalty: 2798.116943
	Iteration 11Q: 3 clusters Score -693311.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -693371.562500 Penalty: 2798.116943
	Iteration 12Q: 3 clusters Score -693371.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -693431.250000 Penalty: 2798.116943
	Iteration 13Q: 3 clusters Score -693431.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -693484.375000 Penalty: 2798.116943
	Iteration 14Q: 3 clusters Score -693484.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -693529.937500 Penalty: 2798.116943
	Iteration 15Q: 3 clusters Score -693529.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -693568.625000 Penalty: 2798.116943
	Iteration 16Q: 3 clusters Score -693568.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -693615.312500 Penalty: 2798.116943
	Iteration 17Q: 3 clusters Score -693615.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -693662.375000 Penalty: 2798.116943
	Iteration 18Q: 3 clusters Score -693662.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -693692.062500 Penalty: 2798.116943
	Iteration 19Q: 3 clusters Score -693692.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -693724.062500 Penalty: 2798.116943
	Iteration 20F: 3 clusters Score -693724.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -693747.937500 Penalty: 2798.116943
	Iteration 21Q: 3 clusters Score -693747.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -693763.062500 Penalty: 2798.116943
	Iteration 22Q: 3 clusters Score -693763.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -693779.937500 Penalty: 2798.116943
	Iteration 23Q: 3 clusters Score -693779.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -693793.875000 Penalty: 2798.116943
	Iteration 24Q: 3 clusters Score -693793.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -693810.437500 Penalty: 2798.116943
	Iteration 25Q: 3 clusters Score -693810.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -693832.062500 Penalty: 2798.116943
	Iteration 26Q: 3 clusters Score -693832.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -693847.937500 Penalty: 2798.116943
	Iteration 27Q: 3 clusters Score -693847.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -693857.250000 Penalty: 2798.116943
	Iteration 28Q: 3 clusters Score -693857.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -693866.062500 Penalty: 2798.116943
	Iteration 29Q: 3 clusters Score -693866.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -693870.812500 Penalty: 2798.116943
	Iteration 30Q: 3 clusters Score -693870.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -693877.687500 Penalty: 2798.116943
	Iteration 31Q: 3 clusters Score -693877.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -693882.062500 Penalty: 2798.116943
	Iteration 32Q: 3 clusters Score -693882.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -693884.750000 Penalty: 2798.116943
	Iteration 33Q: 3 clusters Score -693884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -693885.250000 Penalty: 2798.116943
	Iteration 34Q: 3 clusters Score -693885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -693890.250000 Penalty: 2798.116943
	Iteration 35Q: 3 clusters Score -693890.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -693896.375000 Penalty: 2798.116943
	Iteration 36Q: 3 clusters Score -693896.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -693899.437500 Penalty: 2798.116943
	Iteration 37Q: 3 clusters Score -693899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -693901.250000 Penalty: 2798.116943
	Iteration 38Q: 3 clusters Score -693901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -693904.375000 Penalty: 2798.116943
	Iteration 39Q: 3 clusters Score -693904.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -693905.375000 Penalty: 2798.116943
	Iteration 40F: 3 clusters Score -693905.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Entering Unmasked Estep 
Score: -2180431.250000 Penalty: 1584.467529
	Iteration 0F: 2 clusters Score -2180431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2168546.500000 Penalty: 3168.935059
	Iteration 0F: 3 clusters Score -2168546 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2172710.000000 Penalty: 3168.935059
	Iteration 1F: 3 clusters Score -2172710 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2172930.500000 Penalty: 3168.935059
	Iteration 2Q: 3 clusters Score -2172930 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2173121.250000 Penalty: 3168.935059
	Iteration 3Q: 3 clusters Score -2173121 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2173304.750000 Penalty: 3168.935059
	Iteration 4Q: 3 clusters Score -2173305 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2173441.000000 Penalty: 3168.935059
	Iteration 5Q: 3 clusters Score -2173441 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2173591.500000 Penalty: 3168.935059
	Iteration 6Q: 3 clusters Score -2173592 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2173742.000000 Penalty: 3168.935059
	Iteration 7Q: 3 clusters Score -2173742 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2173890.000000 Penalty: 3168.935059
	Iteration 8Q: 3 clusters Score -2173890 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2174081.500000 Penalty: 3168.935059
	Iteration 9Q: 3 clusters Score -2174082 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2174299.000000 Penalty: 3168.935059
	Iteration 10Q: 3 clusters Score -2174299 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2174535.250000 Penalty: 3168.935059
	Iteration 11Q: 3 clusters Score -2174535 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2174848.750000 Penalty: 3168.935059
	Iteration 12Q: 3 clusters Score -2174849 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2175170.750000 Penalty: 3168.935059
	Iteration 13Q: 3 clusters Score -2175171 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2175540.250000 Penalty: 3168.935059
	Iteration 14Q: 3 clusters Score -2175540 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2175967.000000 Penalty: 3168.935059
	Iteration 15Q: 3 clusters Score -2175967 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2176461.250000 Penalty: 3168.935059
	Iteration 16Q: 3 clusters Score -2176461 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2176927.750000 Penalty: 3168.935059
	Iteration 17Q: 3 clusters Score -2176928 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2177358.750000 Penalty: 3168.935059
	Iteration 18Q: 3 clusters Score -2177359 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2177642.750000 Penalty: 3168.935059
	Iteration 19Q: 3 clusters Score -2177643 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2177877.750000 Penalty: 3168.935059
	Iteration 20F: 3 clusters Score -2177878 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2178085.750000 Penalty: 3168.935059
	Iteration 21Q: 3 clusters Score -2178086 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2178255.250000 Penalty: 3168.935059
	Iteration 22Q: 3 clusters Score -2178255 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2178424.000000 Penalty: 3168.935059
	Iteration 23Q: 3 clusters Score -2178424 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2178551.750000 Penalty: 3168.935059
	Iteration 24Q: 3 clusters Score -2178552 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2178659.000000 Penalty: 3168.935059
	Iteration 25Q: 3 clusters Score -2178659 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2178737.000000 Penalty: 3168.935059
	Iteration 26Q: 3 clusters Score -2178737 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2178795.250000 Penalty: 3168.935059
	Iteration 27Q: 3 clusters Score -2178795 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2178874.250000 Penalty: 3168.935059
	Iteration 28Q: 3 clusters Score -2178874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2178934.250000 Penalty: 3168.935059
	Iteration 29Q: 3 clusters Score -2178934 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2178977.250000 Penalty: 3168.935059
	Iteration 30Q: 3 clusters Score -2178977 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2179003.500000 Penalty: 3168.935059
	Iteration 31Q: 3 clusters Score -2179004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2179016.750000 Penalty: 3168.935059
	Iteration 32Q: 3 clusters Score -2179017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2179022.250000 Penalty: 3168.935059
	Iteration 33Q: 3 clusters Score -2179022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2179032.250000 Penalty: 3168.935059
	Iteration 34Q: 3 clusters Score -2179032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2179047.250000 Penalty: 3168.935059
	Iteration 35Q: 3 clusters Score -2179047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2179056.250000 Penalty: 3168.935059
	Iteration 36Q: 3 clusters Score -2179056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2179059.000000 Penalty: 3168.935059
	Iteration 37Q: 3 clusters Score -2179059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2179070.000000 Penalty: 3168.935059
	Iteration 38Q: 3 clusters Score -2179070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2179078.750000 Penalty: 3168.935059
	Iteration 39Q: 3 clusters Score -2179079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2179087.250000 Penalty: 3168.935059
	Iteration 40F: 3 clusters Score -2179087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2179091.250000 Penalty: 3168.935059
	Iteration 41Q: 3 clusters Score -2179091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2179091.250000 Penalty: 3168.935059
	Iteration 42Q: 3 clusters Score -2179091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2179093.000000 Penalty: 3168.935059
	Iteration 43Q: 3 clusters Score -2179093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2179094.000000 Penalty: 3168.935059
	Iteration 44Q: 3 clusters Score -2179094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2179094.000000 Penalty: 3168.935059
	Iteration 45F: 3 clusters Score -2179094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -295268.843750 Penalty: 1268.720337
	Iteration 0F: 2 clusters Score -295268.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -292891.718750 Penalty: 2537.440674
	Iteration 0F: 3 clusters Score -292891.7 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -293593.437500 Penalty: 2537.440674
	Iteration 1F: 3 clusters Score -293593.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -293856.218750 Penalty: 2537.440674
	Iteration 2F: 3 clusters Score -293856.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -294069.812500 Penalty: 2537.440674
	Iteration 3F: 3 clusters Score -294069.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -294242.187500 Penalty: 2537.440674
	Iteration 4F: 3 clusters Score -294242.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -294392.687500 Penalty: 2537.440674
	Iteration 5F: 3 clusters Score -294392.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -294489.250000 Penalty: 2537.440674
	Iteration 6Q: 3 clusters Score -294489.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -294552.062500 Penalty: 2537.440674
	Iteration 7Q: 3 clusters Score -294552.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -294586.718750 Penalty: 2537.440674
	Iteration 8Q: 3 clusters Score -294586.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -294608.562500 Penalty: 2537.440674
	Iteration 9Q: 3 clusters Score -294608.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -294616.781250 Penalty: 2537.440674
	Iteration 10Q: 3 clusters Score -294616.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -294620.406250 Penalty: 2537.440674
	Iteration 11Q: 3 clusters Score -294620.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -294624.375000 Penalty: 2537.440674
	Iteration 12Q: 3 clusters Score -294624.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -294628.437500 Penalty: 2537.440674
	Iteration 13Q: 3 clusters Score -294628.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -294629.531250 Penalty: 2537.440674
	Iteration 14Q: 3 clusters Score -294629.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -294630.062500 Penalty: 2537.440674
	Iteration 15Q: 3 clusters Score -294630.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -294631.375000 Penalty: 2537.440674
	Iteration 16Q: 3 clusters Score -294631.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -294631.406250 Penalty: 2537.440674
	Iteration 17Q: 3 clusters Score -294631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -294631.406250 Penalty: 2537.440674
	Iteration 18F: 3 clusters Score -294631.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -40216.496094 Penalty: 958.287476
	Iteration 0F: 2 clusters Score -40216.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39357.539062 Penalty: 1916.574951
	Iteration 0F: 3 clusters Score -39357.54 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39497.101562 Penalty: 1916.574951
	Iteration 1F: 3 clusters Score -39497.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39558.460938 Penalty: 1916.574951
	Iteration 2F: 3 clusters Score -39558.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -39600.167969 Penalty: 1916.574951
	Iteration 3Q: 3 clusters Score -39600.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -39610.621094 Penalty: 1916.574951
	Iteration 4Q: 3 clusters Score -39610.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -39624.214844 Penalty: 1916.574951
	Iteration 5Q: 3 clusters Score -39624.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -39627.242188 Penalty: 1916.574951
	Iteration 6Q: 3 clusters Score -39627.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -39627.242188 Penalty: 1916.574951
	Iteration 7F: 3 clusters Score -39627.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Entering Unmasked Estep 
Score: -375875.937500 Penalty: 1322.421875
	Iteration 0F: 2 clusters Score -375875.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -372904.125000 Penalty: 2644.843750
	Iteration 0F: 3 clusters Score -372904.1 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -373754.312500 Penalty: 2644.843750
	Iteration 1F: 3 clusters Score -373754.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -374045.750000 Penalty: 2644.843750
	Iteration 2F: 3 clusters Score -374045.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -374381.968750 Penalty: 2644.843750
	Iteration 3F: 3 clusters Score -374382 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -374703.156250 Penalty: 2644.843750
	Iteration 4F: 3 clusters Score -374703.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -374996.843750 Penalty: 2644.843750
	Iteration 5F: 3 clusters Score -374996.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -375187.406250 Penalty: 2644.843750
	Iteration 6F: 3 clusters Score -375187.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -375298.781250 Penalty: 2644.843750
	Iteration 7Q: 3 clusters Score -375298.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -375384.593750 Penalty: 2644.843750
	Iteration 8Q: 3 clusters Score -375384.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -375450.875000 Penalty: 2644.843750
	Iteration 9Q: 3 clusters Score -375450.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -375489.156250 Penalty: 2644.843750
	Iteration 10Q: 3 clusters Score -375489.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -375522.843750 Penalty: 2644.843750
	Iteration 11Q: 3 clusters Score -375522.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -375538.468750 Penalty: 2644.843750
	Iteration 12Q: 3 clusters Score -375538.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -375548.156250 Penalty: 2644.843750
	Iteration 13Q: 3 clusters Score -375548.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -375553.625000 Penalty: 2644.843750
	Iteration 14Q: 3 clusters Score -375553.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -375558.375000 Penalty: 2644.843750
	Iteration 15Q: 3 clusters Score -375558.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -375559.468750 Penalty: 2644.843750
	Iteration 16Q: 3 clusters Score -375559.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -375560.937500 Penalty: 2644.843750
	Iteration 17Q: 3 clusters Score -375560.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -375562.218750 Penalty: 2644.843750
	Iteration 18Q: 3 clusters Score -375562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -375562.625000 Penalty: 2644.843750
	Iteration 19Q: 3 clusters Score -375562.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -375563.312500 Penalty: 2644.843750
	Iteration 20F: 3 clusters Score -375563.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -375563.937500 Penalty: 2644.843750
	Iteration 21Q: 3 clusters Score -375563.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -375564.468750 Penalty: 2644.843750
	Iteration 22Q: 3 clusters Score -375564.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -375564.468750 Penalty: 2644.843750
	Iteration 23F: 3 clusters Score -375564.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -372434.875000 Penalty: 1291.899414
	Iteration 0F: 2 clusters Score -372434.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -369806.375000 Penalty: 2583.798828
	Iteration 0F: 3 clusters Score -369806.4 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -370425.843750 Penalty: 2583.798828
	Iteration 1F: 3 clusters Score -370425.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -370551.375000 Penalty: 2583.798828
	Iteration 2F: 3 clusters Score -370551.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -370625.718750 Penalty: 2583.798828
	Iteration 3Q: 3 clusters Score -370625.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -370670.312500 Penalty: 2583.798828
	Iteration 4Q: 3 clusters Score -370670.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -370703.656250 Penalty: 2583.798828
	Iteration 5Q: 3 clusters Score -370703.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -370723.062500 Penalty: 2583.798828
	Iteration 6Q: 3 clusters Score -370723.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -370749.031250 Penalty: 2583.798828
	Iteration 7Q: 3 clusters Score -370749 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -370770.968750 Penalty: 2583.798828
	Iteration 8Q: 3 clusters Score -370771 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -370794.937500 Penalty: 2583.798828
	Iteration 9Q: 3 clusters Score -370794.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -370811.000000 Penalty: 2583.798828
	Iteration 10Q: 3 clusters Score -370811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -370819.562500 Penalty: 2583.798828
	Iteration 11Q: 3 clusters Score -370819.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -370828.156250 Penalty: 2583.798828
	Iteration 12Q: 3 clusters Score -370828.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -370833.843750 Penalty: 2583.798828
	Iteration 13Q: 3 clusters Score -370833.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -370837.718750 Penalty: 2583.798828
	Iteration 14Q: 3 clusters Score -370837.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -370840.906250 Penalty: 2583.798828
	Iteration 15Q: 3 clusters Score -370840.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -370845.406250 Penalty: 2583.798828
	Iteration 16Q: 3 clusters Score -370845.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -370850.593750 Penalty: 2583.798828
	Iteration 17Q: 3 clusters Score -370850.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -370853.625000 Penalty: 2583.798828
	Iteration 18Q: 3 clusters Score -370853.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -370859.843750 Penalty: 2583.798828
	Iteration 19Q: 3 clusters Score -370859.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -370867.375000 Penalty: 2583.798828
	Iteration 20F: 3 clusters Score -370867.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -370871.250000 Penalty: 2583.798828
	Iteration 21Q: 3 clusters Score -370871.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -370875.156250 Penalty: 2583.798828
	Iteration 22Q: 3 clusters Score -370875.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -370878.968750 Penalty: 2583.798828
	Iteration 23Q: 3 clusters Score -370879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -370882.218750 Penalty: 2583.798828
	Iteration 24Q: 3 clusters Score -370882.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -370885.937500 Penalty: 2583.798828
	Iteration 25Q: 3 clusters Score -370885.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -370888.500000 Penalty: 2583.798828
	Iteration 26Q: 3 clusters Score -370888.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -370891.625000 Penalty: 2583.798828
	Iteration 27Q: 3 clusters Score -370891.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -370893.968750 Penalty: 2583.798828
	Iteration 28Q: 3 clusters Score -370894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -370896.906250 Penalty: 2583.798828
	Iteration 29Q: 3 clusters Score -370896.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -370899.000000 Penalty: 2583.798828
	Iteration 30Q: 3 clusters Score -370899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -370900.718750 Penalty: 2583.798828
	Iteration 31Q: 3 clusters Score -370900.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -370904.468750 Penalty: 2583.798828
	Iteration 32Q: 3 clusters Score -370904.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -370905.406250 Penalty: 2583.798828
	Iteration 33Q: 3 clusters Score -370905.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -370905.843750 Penalty: 2583.798828
	Iteration 34Q: 3 clusters Score -370905.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -370908.562500 Penalty: 2583.798828
	Iteration 35Q: 3 clusters Score -370908.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -370911.687500 Penalty: 2583.798828
	Iteration 36Q: 3 clusters Score -370911.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -370915.843750 Penalty: 2583.798828
	Iteration 37Q: 3 clusters Score -370915.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -370921.843750 Penalty: 2583.798828
	Iteration 38Q: 3 clusters Score -370921.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -370925.906250 Penalty: 2583.798828
	Iteration 39Q: 3 clusters Score -370925.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -370932.781250 Penalty: 2583.798828
	Iteration 40F: 3 clusters Score -370932.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -370940.281250 Penalty: 2583.798828
	Iteration 41Q: 3 clusters Score -370940.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -370950.250000 Penalty: 2583.798828
	Iteration 42Q: 3 clusters Score -370950.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -370957.687500 Penalty: 2583.798828
	Iteration 43Q: 3 clusters Score -370957.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -370967.156250 Penalty: 2583.798828
	Iteration 44Q: 3 clusters Score -370967.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -370978.968750 Penalty: 2583.798828
	Iteration 45Q: 3 clusters Score -370979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -370988.281250 Penalty: 2583.798828
	Iteration 46Q: 3 clusters Score -370988.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -371002.125000 Penalty: 2583.798828
	Iteration 47Q: 3 clusters Score -371002.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -371014.968750 Penalty: 2583.798828
	Iteration 48Q: 3 clusters Score -371015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -371025.250000 Penalty: 2583.798828
	Iteration 49Q: 3 clusters Score -371025.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -371036.875000 Penalty: 2583.798828
	Iteration 50Q: 3 clusters Score -371036.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -371053.062500 Penalty: 2583.798828
	Iteration 51Q: 3 clusters Score -371053.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -371072.593750 Penalty: 2583.798828
	Iteration 52Q: 3 clusters Score -371072.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -371091.281250 Penalty: 2583.798828
	Iteration 53Q: 3 clusters Score -371091.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -371106.031250 Penalty: 2583.798828
	Iteration 54Q: 3 clusters Score -371106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -371119.937500 Penalty: 2583.798828
	Iteration 55Q: 3 clusters Score -371119.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -371129.187500 Penalty: 2583.798828
	Iteration 56Q: 3 clusters Score -371129.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -371135.375000 Penalty: 2583.798828
	Iteration 57Q: 3 clusters Score -371135.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -371141.656250 Penalty: 2583.798828
	Iteration 58Q: 3 clusters Score -371141.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -371147.906250 Penalty: 2583.798828
	Iteration 59Q: 3 clusters Score -371147.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -371153.218750 Penalty: 2583.798828
	Iteration 60F: 3 clusters Score -371153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -371156.062500 Penalty: 2583.798828
	Iteration 61Q: 3 clusters Score -371156.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -371159.187500 Penalty: 2583.798828
	Iteration 62Q: 3 clusters Score -371159.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -371162.562500 Penalty: 2583.798828
	Iteration 63Q: 3 clusters Score -371162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -371165.312500 Penalty: 2583.798828
	Iteration 64Q: 3 clusters Score -371165.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -371165.312500 Penalty: 2583.798828
	Iteration 65F: 3 clusters Score -371165.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Entering Unmasked Estep 
Score: -443648.968750 Penalty: 1339.105469
	Iteration 0F: 2 clusters Score -443649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -440430.312500 Penalty: 2678.210938
	Iteration 0F: 3 clusters Score -440430.3 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -441277.937500 Penalty: 2678.210938
	Iteration 1F: 3 clusters Score -441277.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -441487.000000 Penalty: 2678.210938
	Iteration 2F: 3 clusters Score -441487 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -441632.062500 Penalty: 2678.210938
	Iteration 3F: 3 clusters Score -441632.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -441752.500000 Penalty: 2678.210938
	Iteration 4F: 3 clusters Score -441752.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -441843.812500 Penalty: 2678.210938
	Iteration 5Q: 3 clusters Score -441843.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -441913.468750 Penalty: 2678.210938
	Iteration 6Q: 3 clusters Score -441913.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -441971.218750 Penalty: 2678.210938
	Iteration 7Q: 3 clusters Score -441971.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -442012.125000 Penalty: 2678.210938
	Iteration 8Q: 3 clusters Score -442012.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -442048.125000 Penalty: 2678.210938
	Iteration 9Q: 3 clusters Score -442048.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -442088.812500 Penalty: 2678.210938
	Iteration 10Q: 3 clusters Score -442088.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -442119.718750 Penalty: 2678.210938
	Iteration 11Q: 3 clusters Score -442119.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -442152.437500 Penalty: 2678.210938
	Iteration 12Q: 3 clusters Score -442152.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -442184.593750 Penalty: 2678.210938
	Iteration 13Q: 3 clusters Score -442184.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -442214.437500 Penalty: 2678.210938
	Iteration 14Q: 3 clusters Score -442214.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -442246.125000 Penalty: 2678.210938
	Iteration 15Q: 3 clusters Score -442246.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -442267.937500 Penalty: 2678.210938
	Iteration 16Q: 3 clusters Score -442267.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -442293.500000 Penalty: 2678.210938
	Iteration 17Q: 3 clusters Score -442293.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -442309.843750 Penalty: 2678.210938
	Iteration 18Q: 3 clusters Score -442309.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -442332.312500 Penalty: 2678.210938
	Iteration 19Q: 3 clusters Score -442332.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -442349.531250 Penalty: 2678.210938
	Iteration 20F: 3 clusters Score -442349.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -442370.000000 Penalty: 2678.210938
	Iteration 21Q: 3 clusters Score -442370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -442389.593750 Penalty: 2678.210938
	Iteration 22Q: 3 clusters Score -442389.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -442405.031250 Penalty: 2678.210938
	Iteration 23Q: 3 clusters Score -442405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -442418.718750 Penalty: 2678.210938
	Iteration 24Q: 3 clusters Score -442418.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -442427.843750 Penalty: 2678.210938
	Iteration 25Q: 3 clusters Score -442427.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -442433.906250 Penalty: 2678.210938
	Iteration 26Q: 3 clusters Score -442433.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -442436.812500 Penalty: 2678.210938
	Iteration 27Q: 3 clusters Score -442436.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -442438.406250 Penalty: 2678.210938
	Iteration 28Q: 3 clusters Score -442438.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -442440.000000 Penalty: 2678.210938
	Iteration 29Q: 3 clusters Score -442440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -442440.593750 Penalty: 2678.210938
	Iteration 30Q: 3 clusters Score -442440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -442440.875000 Penalty: 2678.210938
	Iteration 31Q: 3 clusters Score -442440.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -442441.187500 Penalty: 2678.210938
	Iteration 32Q: 3 clusters Score -442441.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -442441.250000 Penalty: 2678.210938
	Iteration 33Q: 3 clusters Score -442441.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -442441.937500 Penalty: 2678.210938
	Iteration 34Q: 3 clusters Score -442441.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -442441.937500 Penalty: 2678.210938
	Iteration 35F: 3 clusters Score -442441.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -18856.070312 Penalty: 919.665833
	Iteration 0F: 2 clusters Score -18856.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18397.410156 Penalty: 1839.331665
	Iteration 0F: 3 clusters Score -18397.41 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18796.171875 Penalty: 1839.331665
	Iteration 1F: 3 clusters Score -18796.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18898.824219 Penalty: 1839.331665
	Iteration 2F: 3 clusters Score -18898.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18928.765625 Penalty: 1839.331665
	Iteration 3Q: 3 clusters Score -18928.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18964.371094 Penalty: 1839.331665
	Iteration 4Q: 3 clusters Score -18964.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18966.970703 Penalty: 1839.331665
	Iteration 5F: 3 clusters Score -18966.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19039.195312 Penalty: 1839.331665
	Iteration 6Q: 3 clusters Score -19039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19065.601562 Penalty: 1839.331665
	Iteration 7Q: 3 clusters Score -19065.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19068.615234 Penalty: 1839.331665
	Iteration 8Q: 3 clusters Score -19068.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19069.689453 Penalty: 1839.331665
	Iteration 9Q: 3 clusters Score -19069.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19069.689453 Penalty: 1839.331665
	Iteration 10F: 3 clusters Score -19069.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 128949 members 
Mstep: Class 3 contains 18488 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 93640 members 
Mstep: Class 6 contains 7908 members 
Mstep: Class 7 contains 4419 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 83891 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56567 members 
Mstep: Class 12 contains 119845 members 
Mstep: Class 13 contains 33623 members 
Mstep: Class 14 contains 5002 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 6262 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22180 members 
Mstep: Class 20 contains 36860 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 44215 members 
Mstep: Class 24 contains 49250 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5484 members 
Mstep: Class 28 contains 17164 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 106 members 
Mstep: Class 35 contains 20156 members 
Mstep: Class 36 contains 181 members 
Entering Unmasked Estep 
Score: -108927696.000000 Penalty: 80105.234375
Splitting cluster 34 changes total score from -108926984.000000 to -108927696.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 128949 members 
Mstep: Class 3 contains 18488 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 93640 members 
Mstep: Class 6 contains 7908 members 
Mstep: Class 7 contains 4419 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 83891 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56567 members 
Mstep: Class 12 contains 119845 members 
Mstep: Class 13 contains 33623 members 
Mstep: Class 14 contains 5002 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 6262 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22180 members 
Mstep: Class 20 contains 36860 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 44215 members 
Mstep: Class 24 contains 49250 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5484 members 
Mstep: Class 28 contains 17164 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108930440.000000 Penalty: 80105.234375
Iteration 199Q: 37 clusters Score -1.089304e+08 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 70912 members 
Mstep: Class 2 contains 128941 members 
Mstep: Class 3 contains 18573 members 
Mstep: Class 4 contains 7657 members 
Mstep: Class 5 contains 93621 members 
Mstep: Class 6 contains 7896 members 
Mstep: Class 7 contains 4420 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 83932 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56399 members 
Mstep: Class 12 contains 119485 members 
Mstep: Class 13 contains 33539 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 10465 members 
Mstep: Class 16 contains 6276 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 19 contains 22358 members 
Mstep: Class 20 contains 37317 members 
Mstep: Class 21 contains 5485 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 44250 members 
Mstep: Class 24 contains 49257 members 
Mstep: Class 25 contains 5491 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5503 members 
Mstep: Class 28 contains 17482 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3421 members 
Mstep: Class 32 contains 2816 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 106 members 
Mstep: Class 35 contains 18464 members 
Mstep: Class 36 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108932688.000000 Penalty: 80105.234375
Iteration 200F: 37 clusters Score -1.089327e+08 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 128931 members 
Mstep: Class 3 contains 18438 members 
Mstep: Class 4 contains 7654 members 
Mstep: Class 5 contains 93587 members 
Mstep: Class 6 contains 7894 members 
Mstep: Class 7 contains 4419 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 83968 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 56211 members 
Mstep: Class 12 contains 119339 members 
Mstep: Class 13 contains 33392 members 
Mstep: Class 14 contains 5006 members 
Mstep: Class 15 contains 10476 members 
Mstep: Class 16 contains 6269 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 18 contains 5980 members 
Mstep: Class 19 contains 22282 members 
Mstep: Class 20 contains 37291 members 
Mstep: Class 21 contains 5481 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 44289 members 
Mstep: Class 24 contains 49234 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5484 members 
Mstep: Class 28 contains 17414 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3423 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 3782 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 18403 members 
Mstep: Class 36 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108933744.000000 Penalty: 80105.234375
Iteration 201Q: 37 clusters Score -1.089337e+08 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 72582 members 
Mstep: Class 2 contains 128936 members 
Mstep: Class 3 contains 18332 members 
Mstep: Class 4 contains 7652 members 
Mstep: Class 5 contains 93550 members 
Mstep: Class 6 contains 7882 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 84022 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 56030 members 
Mstep: Class 12 contains 119239 members 
Mstep: Class 13 contains 33306 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 10488 members 
Mstep: Class 16 contains 6259 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5987 members 
Mstep: Class 19 contains 22225 members 
Mstep: Class 20 contains 37249 members 
Mstep: Class 21 contains 5483 members 
Mstep: Class 22 contains 450 members 
Mstep: Class 23 contains 44334 members 
Mstep: Class 24 contains 49193 members 
Mstep: Class 25 contains 5505 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5473 members 
Mstep: Class 28 contains 17388 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3427 members 
Mstep: Class 32 contains 2814 members 
Mstep: Class 33 contains 3770 members 
Mstep: Class 34 contains 110 members 
Mstep: Class 35 contains 18177 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108934096.000000 Penalty: 80105.234375
Iteration 202Q: 37 clusters Score -1.089341e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 128936 members 
Mstep: Class 3 contains 18237 members 
Mstep: Class 4 contains 7651 members 
Mstep: Class 5 contains 93517 members 
Mstep: Class 6 contains 7876 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 84095 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 55864 members 
Mstep: Class 12 contains 119201 members 
Mstep: Class 13 contains 33214 members 
Mstep: Class 14 contains 5007 members 
Mstep: Class 15 contains 10495 members 
Mstep: Class 16 contains 6250 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 18 contains 5991 members 
Mstep: Class 19 contains 22194 members 
Mstep: Class 20 contains 37169 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 44387 members 
Mstep: Class 24 contains 49164 members 
Mstep: Class 25 contains 5505 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 17359 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2811 members 
Mstep: Class 33 contains 3760 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 17939 members 
Mstep: Class 36 contains 208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108934256.000000 Penalty: 80105.234375
Iteration 203Q: 37 clusters Score -1.089343e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 128931 members 
Mstep: Class 3 contains 18137 members 
Mstep: Class 4 contains 7654 members 
Mstep: Class 5 contains 93484 members 
Mstep: Class 6 contains 7869 members 
Mstep: Class 7 contains 4424 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 84191 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 55721 members 
Mstep: Class 12 contains 119184 members 
Mstep: Class 13 contains 33104 members 
Mstep: Class 14 contains 5009 members 
Mstep: Class 15 contains 10496 members 
Mstep: Class 16 contains 6229 members 
Mstep: Class 17 contains 7080 members 
Mstep: Class 18 contains 5994 members 
Mstep: Class 19 contains 22173 members 
Mstep: Class 20 contains 37066 members 
Mstep: Class 21 contains 5486 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 44432 members 
Mstep: Class 24 contains 49140 members 
Mstep: Class 25 contains 5505 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5455 members 
Mstep: Class 28 contains 17331 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3423 members 
Mstep: Class 32 contains 2814 members 
Mstep: Class 33 contains 3754 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 17730 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108934448.000000 Penalty: 80105.234375
Iteration 204Q: 37 clusters Score -1.089344e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 128911 members 
Mstep: Class 3 contains 18051 members 
Mstep: Class 4 contains 7655 members 
Mstep: Class 5 contains 93457 members 
Mstep: Class 6 contains 7862 members 
Mstep: Class 7 contains 4428 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 84257 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 55580 members 
Mstep: Class 12 contains 119210 members 
Mstep: Class 13 contains 33011 members 
Mstep: Class 14 contains 5006 members 
Mstep: Class 15 contains 10511 members 
Mstep: Class 16 contains 6201 members 
Mstep: Class 17 contains 7083 members 
Mstep: Class 18 contains 5996 members 
Mstep: Class 19 contains 22148 members 
Mstep: Class 20 contains 36963 members 
Mstep: Class 21 contains 5488 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 44487 members 
Mstep: Class 24 contains 49122 members 
Mstep: Class 25 contains 5506 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5450 members 
Mstep: Class 28 contains 17303 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3423 members 
Mstep: Class 32 contains 2814 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 113 members 
Mstep: Class 35 contains 17565 members 
Mstep: Class 36 contains 207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108934568.000000 Penalty: 80105.234375
Iteration 205Q: 37 clusters Score -1.089346e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 128902 members 
Mstep: Class 3 contains 17974 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 93426 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 4431 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 84336 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 55469 members 
Mstep: Class 12 contains 119249 members 
Mstep: Class 13 contains 32935 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 10512 members 
Mstep: Class 16 contains 6180 members 
Mstep: Class 17 contains 7081 members 
Mstep: Class 18 contains 6001 members 
Mstep: Class 19 contains 22132 members 
Mstep: Class 20 contains 36871 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 44528 members 
Mstep: Class 24 contains 49097 members 
Mstep: Class 25 contains 5508 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5444 members 
Mstep: Class 28 contains 17282 members 
Mstep: Class 29 contains 2458 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3424 members 
Mstep: Class 32 contains 2809 members 
Mstep: Class 33 contains 3739 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 17429 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108934696.000000 Penalty: 80105.234375
Iteration 206Q: 37 clusters Score -1.089347e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 75466 members 
Mstep: Class 2 contains 128882 members 
Mstep: Class 3 contains 17909 members 
Mstep: Class 4 contains 7657 members 
Mstep: Class 5 contains 93404 members 
Mstep: Class 6 contains 7843 members 
Mstep: Class 7 contains 4434 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 84393 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 55407 members 
Mstep: Class 12 contains 119285 members 
Mstep: Class 13 contains 32865 members 
Mstep: Class 14 contains 5007 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 6152 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 18 contains 6009 members 
Mstep: Class 19 contains 22116 members 
Mstep: Class 20 contains 36786 members 
Mstep: Class 21 contains 5495 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 44563 members 
Mstep: Class 24 contains 49081 members 
Mstep: Class 25 contains 5509 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5446 members 
Mstep: Class 28 contains 17250 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2806 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 17293 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108934832.000000 Penalty: 80105.234375
Iteration 207Q: 37 clusters Score -1.089348e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 128865 members 
Mstep: Class 3 contains 17856 members 
Mstep: Class 4 contains 7655 members 
Mstep: Class 5 contains 93386 members 
Mstep: Class 6 contains 7836 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 84441 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 55381 members 
Mstep: Class 12 contains 119289 members 
Mstep: Class 13 contains 32795 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 10502 members 
Mstep: Class 16 contains 6119 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 6013 members 
Mstep: Class 19 contains 22114 members 
Mstep: Class 20 contains 36718 members 
Mstep: Class 21 contains 5493 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 44599 members 
Mstep: Class 24 contains 49066 members 
Mstep: Class 25 contains 5510 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5447 members 
Mstep: Class 28 contains 17232 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3424 members 
Mstep: Class 32 contains 2810 members 
Mstep: Class 33 contains 3717 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 17163 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108934888.000000 Penalty: 80105.234375
Iteration 208Q: 37 clusters Score -1.089349e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 128856 members 
Mstep: Class 3 contains 17803 members 
Mstep: Class 4 contains 7656 members 
Mstep: Class 5 contains 93378 members 
Mstep: Class 6 contains 7829 members 
Mstep: Class 7 contains 4439 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 84486 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 55348 members 
Mstep: Class 12 contains 119296 members 
Mstep: Class 13 contains 32710 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 10503 members 
Mstep: Class 16 contains 6076 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 6014 members 
Mstep: Class 19 contains 22111 members 
Mstep: Class 20 contains 36643 members 
Mstep: Class 21 contains 5495 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 44620 members 
Mstep: Class 24 contains 49056 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5445 members 
Mstep: Class 28 contains 17221 members 
Mstep: Class 29 contains 2463 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2818 members 
Mstep: Class 33 contains 3712 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 17013 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935048.000000 Penalty: 80105.234375
Iteration 209Q: 37 clusters Score -1.08935e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 76568 members 
Mstep: Class 2 contains 128838 members 
Mstep: Class 3 contains 17777 members 
Mstep: Class 4 contains 7656 members 
Mstep: Class 5 contains 93363 members 
Mstep: Class 6 contains 7827 members 
Mstep: Class 7 contains 4440 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 84534 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 55308 members 
Mstep: Class 12 contains 119316 members 
Mstep: Class 13 contains 32645 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 10500 members 
Mstep: Class 16 contains 6045 members 
Mstep: Class 17 contains 7074 members 
Mstep: Class 18 contains 6018 members 
Mstep: Class 19 contains 22110 members 
Mstep: Class 20 contains 36572 members 
Mstep: Class 21 contains 5497 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 44642 members 
Mstep: Class 24 contains 49054 members 
Mstep: Class 25 contains 5511 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5449 members 
Mstep: Class 28 contains 17207 members 
Mstep: Class 29 contains 2463 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3423 members 
Mstep: Class 32 contains 2826 members 
Mstep: Class 33 contains 3707 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 16883 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935168.000000 Penalty: 80105.234375
Iteration 210Q: 37 clusters Score -1.089352e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 128822 members 
Mstep: Class 3 contains 17743 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 93340 members 
Mstep: Class 6 contains 7823 members 
Mstep: Class 7 contains 4442 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 84572 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 55272 members 
Mstep: Class 12 contains 119347 members 
Mstep: Class 13 contains 32587 members 
Mstep: Class 14 contains 5001 members 
Mstep: Class 15 contains 10488 members 
Mstep: Class 16 contains 6000 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 6022 members 
Mstep: Class 19 contains 22107 members 
Mstep: Class 20 contains 36513 members 
Mstep: Class 21 contains 5489 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 44693 members 
Mstep: Class 24 contains 49052 members 
Mstep: Class 25 contains 5512 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5453 members 
Mstep: Class 28 contains 17195 members 
Mstep: Class 29 contains 2464 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 2834 members 
Mstep: Class 33 contains 3701 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 16762 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935168.000000 Penalty: 80105.234375
Iteration 211Q: 37 clusters Score -1.089352e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 128809 members 
Mstep: Class 3 contains 17717 members 
Mstep: Class 4 contains 7659 members 
Mstep: Class 5 contains 93321 members 
Mstep: Class 6 contains 7826 members 
Mstep: Class 7 contains 4442 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 84631 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 55250 members 
Mstep: Class 12 contains 119372 members 
Mstep: Class 13 contains 32536 members 
Mstep: Class 14 contains 4999 members 
Mstep: Class 15 contains 10478 members 
Mstep: Class 16 contains 5935 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 18 contains 6026 members 
Mstep: Class 19 contains 22101 members 
Mstep: Class 20 contains 36463 members 
Mstep: Class 21 contains 5488 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 44744 members 
Mstep: Class 24 contains 49042 members 
Mstep: Class 25 contains 5513 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5456 members 
Mstep: Class 28 contains 17181 members 
Mstep: Class 29 contains 2464 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 2840 members 
Mstep: Class 33 contains 3692 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 16658 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935128.000000 Penalty: 80105.234375
Iteration 212Q: 37 clusters Score -1.089351e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 128795 members 
Mstep: Class 3 contains 17698 members 
Mstep: Class 4 contains 7660 members 
Mstep: Class 5 contains 93319 members 
Mstep: Class 6 contains 7826 members 
Mstep: Class 7 contains 4444 members 
Mstep: Class 8 contains 3865 members 
Mstep: Class 9 contains 84674 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 55218 members 
Mstep: Class 12 contains 119412 members 
Mstep: Class 13 contains 32514 members 
Mstep: Class 14 contains 5000 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 5873 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 6031 members 
Mstep: Class 19 contains 22103 members 
Mstep: Class 20 contains 36404 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 44796 members 
Mstep: Class 24 contains 49037 members 
Mstep: Class 25 contains 5513 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 17155 members 
Mstep: Class 29 contains 2465 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 2840 members 
Mstep: Class 33 contains 3688 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 16568 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935216.000000 Penalty: 80105.234375
Iteration 213Q: 37 clusters Score -1.089352e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 77506 members 
Mstep: Class 2 contains 128776 members 
Mstep: Class 3 contains 17674 members 
Mstep: Class 4 contains 7660 members 
Mstep: Class 5 contains 93314 members 
Mstep: Class 6 contains 7821 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3865 members 
Mstep: Class 9 contains 84728 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 55177 members 
Mstep: Class 12 contains 119428 members 
Mstep: Class 13 contains 32494 members 
Mstep: Class 14 contains 4998 members 
Mstep: Class 15 contains 10454 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 7074 members 
Mstep: Class 18 contains 6035 members 
Mstep: Class 19 contains 22116 members 
Mstep: Class 20 contains 36363 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 44846 members 
Mstep: Class 24 contains 49034 members 
Mstep: Class 25 contains 5514 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17137 members 
Mstep: Class 29 contains 2467 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 2846 members 
Mstep: Class 33 contains 3683 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 16481 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935360.000000 Penalty: 80105.234375
Iteration 214Q: 37 clusters Score -1.089354e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 128764 members 
Mstep: Class 3 contains 17651 members 
Mstep: Class 4 contains 7661 members 
Mstep: Class 5 contains 93309 members 
Mstep: Class 6 contains 7819 members 
Mstep: Class 7 contains 4449 members 
Mstep: Class 8 contains 3862 members 
Mstep: Class 9 contains 84755 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 55146 members 
Mstep: Class 12 contains 119446 members 
Mstep: Class 13 contains 32484 members 
Mstep: Class 14 contains 4997 members 
Mstep: Class 15 contains 10449 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 6037 members 
Mstep: Class 19 contains 22117 members 
Mstep: Class 20 contains 36332 members 
Mstep: Class 21 contains 5485 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 44901 members 
Mstep: Class 24 contains 49028 members 
Mstep: Class 25 contains 5517 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 17125 members 
Mstep: Class 29 contains 2468 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 2853 members 
Mstep: Class 33 contains 3683 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 16396 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935328.000000 Penalty: 80105.234375
Iteration 215Q: 37 clusters Score -1.089353e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 128740 members 
Mstep: Class 3 contains 17635 members 
Mstep: Class 4 contains 7661 members 
Mstep: Class 5 contains 93293 members 
Mstep: Class 6 contains 7818 members 
Mstep: Class 7 contains 4449 members 
Mstep: Class 8 contains 3861 members 
Mstep: Class 9 contains 84805 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 55092 members 
Mstep: Class 12 contains 119512 members 
Mstep: Class 13 contains 32459 members 
Mstep: Class 14 contains 4997 members 
Mstep: Class 15 contains 10449 members 
Mstep: Class 16 contains 5727 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 6037 members 
Mstep: Class 19 contains 22118 members 
Mstep: Class 20 contains 36290 members 
Mstep: Class 21 contains 5483 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 44953 members 
Mstep: Class 24 contains 49019 members 
Mstep: Class 25 contains 5517 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17122 members 
Mstep: Class 29 contains 2467 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3412 members 
Mstep: Class 32 contains 2858 members 
Mstep: Class 33 contains 3682 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 16307 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935544.000000 Penalty: 80105.234375
Iteration 216Q: 37 clusters Score -1.089355e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 77964 members 
Mstep: Class 2 contains 128730 members 
Mstep: Class 3 contains 17621 members 
Mstep: Class 4 contains 7661 members 
Mstep: Class 5 contains 93269 members 
Mstep: Class 6 contains 7815 members 
Mstep: Class 7 contains 4450 members 
Mstep: Class 8 contains 3860 members 
Mstep: Class 9 contains 84825 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 55078 members 
Mstep: Class 12 contains 119546 members 
Mstep: Class 13 contains 32450 members 
Mstep: Class 14 contains 4995 members 
Mstep: Class 15 contains 10450 members 
Mstep: Class 16 contains 5667 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 6037 members 
Mstep: Class 19 contains 22129 members 
Mstep: Class 20 contains 36260 members 
Mstep: Class 21 contains 5482 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 45004 members 
Mstep: Class 24 contains 49021 members 
Mstep: Class 25 contains 5517 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17107 members 
Mstep: Class 29 contains 2467 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3412 members 
Mstep: Class 32 contains 2863 members 
Mstep: Class 33 contains 3682 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 16218 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935696.000000 Penalty: 80105.234375
Iteration 217Q: 37 clusters Score -1.089357e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 128719 members 
Mstep: Class 3 contains 17618 members 
Mstep: Class 4 contains 7661 members 
Mstep: Class 5 contains 93236 members 
Mstep: Class 6 contains 7815 members 
Mstep: Class 7 contains 4452 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 84850 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 55029 members 
Mstep: Class 12 contains 119624 members 
Mstep: Class 13 contains 32439 members 
Mstep: Class 14 contains 4993 members 
Mstep: Class 15 contains 10452 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 18 contains 6037 members 
Mstep: Class 19 contains 22131 members 
Mstep: Class 20 contains 36228 members 
Mstep: Class 21 contains 5486 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 45049 members 
Mstep: Class 24 contains 49021 members 
Mstep: Class 25 contains 5517 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 17091 members 
Mstep: Class 29 contains 2467 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3412 members 
Mstep: Class 32 contains 2867 members 
Mstep: Class 33 contains 3682 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 16129 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935816.000000 Penalty: 80105.234375
Iteration 218Q: 37 clusters Score -1.089358e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 78249 members 
Mstep: Class 2 contains 128702 members 
Mstep: Class 3 contains 17611 members 
Mstep: Class 4 contains 7662 members 
Mstep: Class 5 contains 93221 members 
Mstep: Class 6 contains 7815 members 
Mstep: Class 7 contains 4453 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 84885 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54990 members 
Mstep: Class 12 contains 119674 members 
Mstep: Class 13 contains 32421 members 
Mstep: Class 14 contains 4992 members 
Mstep: Class 15 contains 10458 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 7072 members 
Mstep: Class 18 contains 6037 members 
Mstep: Class 19 contains 22135 members 
Mstep: Class 20 contains 36197 members 
Mstep: Class 21 contains 5486 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 45111 members 
Mstep: Class 24 contains 49023 members 
Mstep: Class 25 contains 5517 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 17082 members 
Mstep: Class 29 contains 2467 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 2868 members 
Mstep: Class 33 contains 3682 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 16035 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936008.000000 Penalty: 80105.234375
Iteration 219Q: 37 clusters Score -1.08936e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 128685 members 
Mstep: Class 3 contains 17604 members 
Mstep: Class 4 contains 7662 members 
Mstep: Class 5 contains 93212 members 
Mstep: Class 6 contains 7812 members 
Mstep: Class 7 contains 4454 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 84922 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54962 members 
Mstep: Class 12 contains 119700 members 
Mstep: Class 13 contains 32396 members 
Mstep: Class 14 contains 4990 members 
Mstep: Class 15 contains 10454 members 
Mstep: Class 16 contains 5481 members 
Mstep: Class 17 contains 7071 members 
Mstep: Class 18 contains 6038 members 
Mstep: Class 19 contains 22139 members 
Mstep: Class 20 contains 36161 members 
Mstep: Class 21 contains 5485 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 45164 members 
Mstep: Class 24 contains 49033 members 
Mstep: Class 25 contains 5517 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 2467 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 2870 members 
Mstep: Class 33 contains 3681 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 15966 members 
Mstep: Class 36 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936176.000000 Penalty: 80105.234375
Iteration 220F: 37 clusters Score -1.089362e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 78521 members 
Mstep: Class 2 contains 128664 members 
Mstep: Class 3 contains 17595 members 
Mstep: Class 4 contains 7662 members 
Mstep: Class 5 contains 93195 members 
Mstep: Class 6 contains 7810 members 
Mstep: Class 7 contains 4456 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 84949 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54938 members 
Mstep: Class 12 contains 119752 members 
Mstep: Class 13 contains 32377 members 
Mstep: Class 14 contains 4991 members 
Mstep: Class 15 contains 10444 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 7071 members 
Mstep: Class 18 contains 6040 members 
Mstep: Class 19 contains 22142 members 
Mstep: Class 20 contains 36111 members 
Mstep: Class 21 contains 5482 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 45223 members 
Mstep: Class 24 contains 49027 members 
Mstep: Class 25 contains 5518 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17058 members 
Mstep: Class 29 contains 2467 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 2870 members 
Mstep: Class 33 contains 3679 members 
Mstep: Class 34 contains 117 members 
Mstep: Class 35 contains 15903 members 
Mstep: Class 36 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936472.000000 Penalty: 80105.234375
Iteration 221Q: 37 clusters Score -1.089365e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 128641 members 
Mstep: Class 3 contains 17587 members 
Mstep: Class 4 contains 7661 members 
Mstep: Class 5 contains 93183 members 
Mstep: Class 6 contains 7810 members 
Mstep: Class 7 contains 4456 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 84971 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54905 members 
Mstep: Class 12 contains 119812 members 
Mstep: Class 13 contains 32365 members 
Mstep: Class 14 contains 4990 members 
Mstep: Class 15 contains 10435 members 
Mstep: Class 16 contains 5385 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 6044 members 
Mstep: Class 19 contains 22146 members 
Mstep: Class 20 contains 36070 members 
Mstep: Class 21 contains 5485 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 45284 members 
Mstep: Class 24 contains 49023 members 
Mstep: Class 25 contains 5518 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5465 members 
Mstep: Class 28 contains 17054 members 
Mstep: Class 29 contains 2464 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3415 members 
Mstep: Class 32 contains 2872 members 
Mstep: Class 33 contains 3674 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15842 members 
Mstep: Class 36 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936720.000000 Penalty: 80105.234375
Iteration 222Q: 37 clusters Score -1.089367e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 78749 members 
Mstep: Class 2 contains 128623 members 
Mstep: Class 3 contains 17571 members 
Mstep: Class 4 contains 7662 members 
Mstep: Class 5 contains 93189 members 
Mstep: Class 6 contains 7805 members 
Mstep: Class 7 contains 4457 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 84982 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54905 members 
Mstep: Class 12 contains 119826 members 
Mstep: Class 13 contains 32351 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 10434 members 
Mstep: Class 16 contains 5352 members 
Mstep: Class 17 contains 7069 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 22146 members 
Mstep: Class 20 contains 36009 members 
Mstep: Class 21 contains 5485 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 45331 members 
Mstep: Class 24 contains 49021 members 
Mstep: Class 25 contains 5519 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17047 members 
Mstep: Class 29 contains 2464 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 3670 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15803 members 
Mstep: Class 36 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936680.000000 Penalty: 80105.234375
Iteration 223Q: 37 clusters Score -1.089367e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 128608 members 
Mstep: Class 3 contains 17558 members 
Mstep: Class 4 contains 7664 members 
Mstep: Class 5 contains 93172 members 
Mstep: Class 6 contains 7798 members 
Mstep: Class 7 contains 4455 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 85002 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54895 members 
Mstep: Class 12 contains 119855 members 
Mstep: Class 13 contains 32347 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 5310 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 22148 members 
Mstep: Class 20 contains 35976 members 
Mstep: Class 21 contains 5481 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 45377 members 
Mstep: Class 24 contains 49008 members 
Mstep: Class 25 contains 5521 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5465 members 
Mstep: Class 28 contains 17039 members 
Mstep: Class 29 contains 2467 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3415 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3664 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15769 members 
Mstep: Class 36 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936784.000000 Penalty: 80105.234375
Iteration 224Q: 37 clusters Score -1.089368e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 128599 members 
Mstep: Class 3 contains 17555 members 
Mstep: Class 4 contains 7663 members 
Mstep: Class 5 contains 93142 members 
Mstep: Class 6 contains 7786 members 
Mstep: Class 7 contains 4455 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 85024 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54888 members 
Mstep: Class 12 contains 119879 members 
Mstep: Class 13 contains 32336 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 10442 members 
Mstep: Class 16 contains 5270 members 
Mstep: Class 17 contains 7074 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 22143 members 
Mstep: Class 20 contains 35953 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 45424 members 
Mstep: Class 24 contains 49009 members 
Mstep: Class 25 contains 5523 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5465 members 
Mstep: Class 28 contains 17033 members 
Mstep: Class 29 contains 2469 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3415 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3658 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15726 members 
Mstep: Class 36 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936976.000000 Penalty: 80105.234375
Iteration 225Q: 37 clusters Score -1.08937e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 79007 members 
Mstep: Class 2 contains 128599 members 
Mstep: Class 3 contains 17550 members 
Mstep: Class 4 contains 7663 members 
Mstep: Class 5 contains 93128 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 4458 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 85034 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54862 members 
Mstep: Class 12 contains 119924 members 
Mstep: Class 13 contains 32331 members 
Mstep: Class 14 contains 4987 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 6058 members 
Mstep: Class 19 contains 22144 members 
Mstep: Class 20 contains 35917 members 
Mstep: Class 21 contains 5482 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 45448 members 
Mstep: Class 24 contains 49015 members 
Mstep: Class 25 contains 5524 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5466 members 
Mstep: Class 28 contains 17029 members 
Mstep: Class 29 contains 2472 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3415 members 
Mstep: Class 32 contains 2889 members 
Mstep: Class 33 contains 3652 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15686 members 
Mstep: Class 36 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936968.000000 Penalty: 80105.234375
Iteration 226Q: 37 clusters Score -1.08937e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 128585 members 
Mstep: Class 3 contains 17555 members 
Mstep: Class 4 contains 7662 members 
Mstep: Class 5 contains 93110 members 
Mstep: Class 6 contains 7773 members 
Mstep: Class 7 contains 4461 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 85058 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54825 members 
Mstep: Class 12 contains 119955 members 
Mstep: Class 13 contains 32321 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 10446 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 18 contains 6063 members 
Mstep: Class 19 contains 22144 members 
Mstep: Class 20 contains 35893 members 
Mstep: Class 21 contains 5482 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 45492 members 
Mstep: Class 24 contains 49012 members 
Mstep: Class 25 contains 5524 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5465 members 
Mstep: Class 28 contains 17027 members 
Mstep: Class 29 contains 2471 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 2894 members 
Mstep: Class 33 contains 3646 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15654 members 
Mstep: Class 36 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937000.000000 Penalty: 80105.234375
Iteration 227Q: 37 clusters Score -1.08937e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 128566 members 
Mstep: Class 3 contains 17557 members 
Mstep: Class 4 contains 7662 members 
Mstep: Class 5 contains 93093 members 
Mstep: Class 6 contains 7765 members 
Mstep: Class 7 contains 4461 members 
Mstep: Class 8 contains 3852 members 
Mstep: Class 9 contains 85105 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54772 members 
Mstep: Class 12 contains 119985 members 
Mstep: Class 13 contains 32313 members 
Mstep: Class 14 contains 4990 members 
Mstep: Class 15 contains 10461 members 
Mstep: Class 16 contains 5166 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 18 contains 6067 members 
Mstep: Class 19 contains 22148 members 
Mstep: Class 20 contains 35866 members 
Mstep: Class 21 contains 5480 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 45538 members 
Mstep: Class 24 contains 49006 members 
Mstep: Class 25 contains 5523 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5465 members 
Mstep: Class 28 contains 17024 members 
Mstep: Class 29 contains 2473 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 2898 members 
Mstep: Class 33 contains 3640 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15616 members 
Mstep: Class 36 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937008.000000 Penalty: 80105.234375
Iteration 228Q: 37 clusters Score -1.08937e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 128562 members 
Mstep: Class 3 contains 17552 members 
Mstep: Class 4 contains 7663 members 
Mstep: Class 5 contains 93056 members 
Mstep: Class 6 contains 7758 members 
Mstep: Class 7 contains 4463 members 
Mstep: Class 8 contains 3851 members 
Mstep: Class 9 contains 85135 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54749 members 
Mstep: Class 12 contains 119984 members 
Mstep: Class 13 contains 32304 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 10472 members 
Mstep: Class 16 contains 5120 members 
Mstep: Class 17 contains 7081 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22151 members 
Mstep: Class 20 contains 35837 members 
Mstep: Class 21 contains 5481 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 45608 members 
Mstep: Class 24 contains 49011 members 
Mstep: Class 25 contains 5525 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17020 members 
Mstep: Class 29 contains 2475 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 2899 members 
Mstep: Class 33 contains 3637 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15582 members 
Mstep: Class 36 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937224.000000 Penalty: 80105.234375
Iteration 229Q: 37 clusters Score -1.089372e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 79266 members 
Mstep: Class 2 contains 128561 members 
Mstep: Class 3 contains 17552 members 
Mstep: Class 4 contains 7664 members 
Mstep: Class 5 contains 93008 members 
Mstep: Class 6 contains 7750 members 
Mstep: Class 7 contains 4467 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 85179 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54725 members 
Mstep: Class 12 contains 119974 members 
Mstep: Class 13 contains 32292 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 10488 members 
Mstep: Class 16 contains 5082 members 
Mstep: Class 17 contains 7084 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22155 members 
Mstep: Class 20 contains 35802 members 
Mstep: Class 21 contains 5480 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 45676 members 
Mstep: Class 24 contains 49017 members 
Mstep: Class 25 contains 5526 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17018 members 
Mstep: Class 29 contains 2475 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 2901 members 
Mstep: Class 33 contains 3637 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15549 members 
Mstep: Class 36 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937376.000000 Penalty: 80105.234375
Iteration 230Q: 37 clusters Score -1.089374e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 128550 members 
Mstep: Class 3 contains 17552 members 
Mstep: Class 4 contains 7663 members 
Mstep: Class 5 contains 92964 members 
Mstep: Class 6 contains 7738 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 85198 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54699 members 
Mstep: Class 12 contains 120014 members 
Mstep: Class 13 contains 32282 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 10511 members 
Mstep: Class 16 contains 5033 members 
Mstep: Class 17 contains 7086 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22160 members 
Mstep: Class 20 contains 35759 members 
Mstep: Class 21 contains 5481 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 45748 members 
Mstep: Class 24 contains 49024 members 
Mstep: Class 25 contains 5527 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17019 members 
Mstep: Class 29 contains 2475 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3418 members 
Mstep: Class 32 contains 2906 members 
Mstep: Class 33 contains 3637 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15508 members 
Mstep: Class 36 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937080.000000 Penalty: 80105.234375
Iteration 231Q: 37 clusters Score -1.089371e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 128535 members 
Mstep: Class 3 contains 17551 members 
Mstep: Class 4 contains 7666 members 
Mstep: Class 5 contains 92916 members 
Mstep: Class 6 contains 7734 members 
Mstep: Class 7 contains 4475 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 85219 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54671 members 
Mstep: Class 12 contains 120061 members 
Mstep: Class 13 contains 32272 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 10530 members 
Mstep: Class 16 contains 4982 members 
Mstep: Class 17 contains 7086 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22164 members 
Mstep: Class 20 contains 35720 members 
Mstep: Class 21 contains 5479 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 45812 members 
Mstep: Class 24 contains 49025 members 
Mstep: Class 25 contains 5527 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17019 members 
Mstep: Class 29 contains 2476 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 2915 members 
Mstep: Class 33 contains 3637 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15466 members 
Mstep: Class 36 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937288.000000 Penalty: 80105.234375
Iteration 232Q: 37 clusters Score -1.089373e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 128517 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 7668 members 
Mstep: Class 5 contains 92871 members 
Mstep: Class 6 contains 7732 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 8 contains 3846 members 
Mstep: Class 9 contains 85232 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54682 members 
Mstep: Class 12 contains 120095 members 
Mstep: Class 13 contains 32253 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 10542 members 
Mstep: Class 16 contains 4942 members 
Mstep: Class 17 contains 7086 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22166 members 
Mstep: Class 20 contains 35693 members 
Mstep: Class 21 contains 5481 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 45863 members 
Mstep: Class 24 contains 49024 members 
Mstep: Class 25 contains 5528 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17019 members 
Mstep: Class 29 contains 2476 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3418 members 
Mstep: Class 32 contains 2915 members 
Mstep: Class 33 contains 3637 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15427 members 
Mstep: Class 36 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937408.000000 Penalty: 80105.234375
Iteration 233Q: 37 clusters Score -1.089374e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 79526 members 
Mstep: Class 2 contains 128500 members 
Mstep: Class 3 contains 17544 members 
Mstep: Class 4 contains 7670 members 
Mstep: Class 5 contains 92806 members 
Mstep: Class 6 contains 7731 members 
Mstep: Class 7 contains 4481 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 85227 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54694 members 
Mstep: Class 12 contains 120175 members 
Mstep: Class 13 contains 32233 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 10552 members 
Mstep: Class 16 contains 4917 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22169 members 
Mstep: Class 20 contains 35656 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 45899 members 
Mstep: Class 24 contains 49018 members 
Mstep: Class 25 contains 5529 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17016 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 3637 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15391 members 
Mstep: Class 36 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937608.000000 Penalty: 80105.234375
Iteration 234Q: 37 clusters Score -1.089376e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 79583 members 
Mstep: Class 2 contains 128483 members 
Mstep: Class 3 contains 17542 members 
Mstep: Class 4 contains 7673 members 
Mstep: Class 5 contains 92737 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 4485 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 85233 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54727 members 
Mstep: Class 12 contains 120246 members 
Mstep: Class 13 contains 32199 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 10565 members 
Mstep: Class 16 contains 4899 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22171 members 
Mstep: Class 20 contains 35615 members 
Mstep: Class 21 contains 5474 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 45934 members 
Mstep: Class 24 contains 49010 members 
Mstep: Class 25 contains 5530 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17016 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 2922 members 
Mstep: Class 33 contains 3636 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15358 members 
Mstep: Class 36 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937736.000000 Penalty: 80105.234375
Iteration 235Q: 37 clusters Score -1.089377e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 79647 members 
Mstep: Class 2 contains 128466 members 
Mstep: Class 3 contains 17545 members 
Mstep: Class 4 contains 7676 members 
Mstep: Class 5 contains 92669 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 4489 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 85244 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54765 members 
Mstep: Class 12 contains 120269 members 
Mstep: Class 13 contains 32186 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 10566 members 
Mstep: Class 16 contains 4855 members 
Mstep: Class 17 contains 7090 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22172 members 
Mstep: Class 20 contains 35585 members 
Mstep: Class 21 contains 5471 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 45995 members 
Mstep: Class 24 contains 49008 members 
Mstep: Class 25 contains 5532 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17012 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 2925 members 
Mstep: Class 33 contains 3635 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15321 members 
Mstep: Class 36 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937816.000000 Penalty: 80105.234375
Iteration 236Q: 37 clusters Score -1.089378e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 79684 members 
Mstep: Class 2 contains 128469 members 
Mstep: Class 3 contains 17545 members 
Mstep: Class 4 contains 7679 members 
Mstep: Class 5 contains 92611 members 
Mstep: Class 6 contains 7727 members 
Mstep: Class 7 contains 4491 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 85286 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54734 members 
Mstep: Class 12 contains 120324 members 
Mstep: Class 13 contains 32172 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 10572 members 
Mstep: Class 16 contains 4810 members 
Mstep: Class 17 contains 7092 members 
Mstep: Class 18 contains 6069 members 
Mstep: Class 19 contains 22172 members 
Mstep: Class 20 contains 35571 members 
Mstep: Class 21 contains 5471 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46046 members 
Mstep: Class 24 contains 49002 members 
Mstep: Class 25 contains 5536 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17011 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 2927 members 
Mstep: Class 33 contains 3634 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15284 members 
Mstep: Class 36 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938200.000000 Penalty: 80105.234375
Iteration 237Q: 37 clusters Score -1.089382e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 79731 members 
Mstep: Class 2 contains 128476 members 
Mstep: Class 3 contains 17544 members 
Mstep: Class 4 contains 7683 members 
Mstep: Class 5 contains 92578 members 
Mstep: Class 6 contains 7724 members 
Mstep: Class 7 contains 4494 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 85294 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54691 members 
Mstep: Class 12 contains 120390 members 
Mstep: Class 13 contains 32159 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 10579 members 
Mstep: Class 16 contains 4775 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 6069 members 
Mstep: Class 19 contains 22176 members 
Mstep: Class 20 contains 35553 members 
Mstep: Class 21 contains 5469 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46080 members 
Mstep: Class 24 contains 49003 members 
Mstep: Class 25 contains 5538 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17009 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3424 members 
Mstep: Class 32 contains 2925 members 
Mstep: Class 33 contains 3632 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15250 members 
Mstep: Class 36 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938168.000000 Penalty: 80105.234375
Iteration 238Q: 37 clusters Score -1.089382e+08 nChanged 1125
Entering ConstructFrom: 
Score: -108938168.000000 Penalty: 80105.234375
Entering ConstructFrom: 
Trying to split cluster 1 (79788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Entering Unmasked Estep 
Score: -10237845.000000 Penalty: 1834.158325
	Iteration 0F: 2 clusters Score -1.023784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -10184838.000000 Penalty: 3668.316650
	Iteration 0F: 3 clusters Score -1.018484e+07 nChanged 37956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -10206913.000000 Penalty: 3668.316650
	Iteration 1F: 3 clusters Score -1.020691e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -10207526.000000 Penalty: 3668.316650
	Iteration 2Q: 3 clusters Score -1.020753e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -10208672.000000 Penalty: 3668.316650
	Iteration 3Q: 3 clusters Score -1.020867e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -10210244.000000 Penalty: 3668.316650
	Iteration 4Q: 3 clusters Score -1.021024e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -10213130.000000 Penalty: 3668.316650
	Iteration 5F: 3 clusters Score -1.021313e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -10217753.000000 Penalty: 3668.316650
	Iteration 6F: 3 clusters Score -1.021775e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -10224213.000000 Penalty: 3668.316650
	Iteration 7F: 3 clusters Score -1.022421e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -10230168.000000 Penalty: 3668.316650
	Iteration 8F: 3 clusters Score -1.023017e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -10233899.000000 Penalty: 3668.316650
	Iteration 9Q: 3 clusters Score -1.02339e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -10235553.000000 Penalty: 3668.316650
	Iteration 10Q: 3 clusters Score -1.023555e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 79318 members 
Entering Unmasked Estep 
Score: -10236077.000000 Penalty: 3668.316650
	Iteration 11Q: 3 clusters Score -1.023608e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 79459 members 
Entering Unmasked Estep 
Score: -10236250.000000 Penalty: 3668.316650
	Iteration 12Q: 3 clusters Score -1.023625e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 79501 members 
Entering Unmasked Estep 
Score: -10236324.000000 Penalty: 3668.316650
	Iteration 13Q: 3 clusters Score -1.023632e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -10236364.000000 Penalty: 3668.316650
	Iteration 14Q: 3 clusters Score -1.023636e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -10236376.000000 Penalty: 3668.316650
	Iteration 15Q: 3 clusters Score -1.023638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -10236375.000000 Penalty: 3668.316650
	Iteration 16Q: 3 clusters Score -1.023638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 79541 members 
Entering Unmasked Estep 
Score: -10236390.000000 Penalty: 3668.316650
	Iteration 17Q: 3 clusters Score -1.023639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -10236388.000000 Penalty: 3668.316650
	Iteration 18Q: 3 clusters Score -1.023639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -10236398.000000 Penalty: 3668.316650
	Iteration 19Q: 3 clusters Score -1.02364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 79546 members 
Entering Unmasked Estep 
Score: -10236406.000000 Penalty: 3668.316650
	Iteration 20F: 3 clusters Score -1.023641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -10236415.000000 Penalty: 3668.316650
	Iteration 21Q: 3 clusters Score -1.023642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 79552 members 
Entering Unmasked Estep 
Score: -10236421.000000 Penalty: 3668.316650
	Iteration 22Q: 3 clusters Score -1.023642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -10236425.000000 Penalty: 3668.316650
	Iteration 23Q: 3 clusters Score -1.023642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -10236424.000000 Penalty: 3668.316650
	Iteration 24Q: 3 clusters Score -1.023642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -10236424.000000 Penalty: 3668.316650
	Iteration 25F: 3 clusters Score -1.023642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (128489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128489 members 
Entering Unmasked Estep 
Score: -16440191.000000 Penalty: 1911.584717
	Iteration 0F: 2 clusters Score -1.644019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -16358561.000000 Penalty: 3823.169434
	Iteration 0F: 3 clusters Score -1.635856e+07 nChanged 61837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 63901 members 
Entering Unmasked Estep 
Score: -16394728.000000 Penalty: 3823.169434
	Iteration 1F: 3 clusters Score -1.639473e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -16395598.000000 Penalty: 3823.169434
	Iteration 2Q: 3 clusters Score -1.63956e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -16396648.000000 Penalty: 3823.169434
	Iteration 3Q: 3 clusters Score -1.639665e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -16398050.000000 Penalty: 3823.169434
	Iteration 4Q: 3 clusters Score -1.639805e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64271 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -16399925.000000 Penalty: 3823.169434
	Iteration 5Q: 3 clusters Score -1.639992e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -16402138.000000 Penalty: 3823.169434
	Iteration 6Q: 3 clusters Score -1.640214e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -16404828.000000 Penalty: 3823.169434
	Iteration 7Q: 3 clusters Score -1.640483e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
Score: -16407260.000000 Penalty: 3823.169434
	Iteration 8F: 3 clusters Score -1.640726e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
Score: -16409748.000000 Penalty: 3823.169434
	Iteration 9Q: 3 clusters Score -1.640975e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -16411731.000000 Penalty: 3823.169434
	Iteration 10Q: 3 clusters Score -1.641173e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -16413413.000000 Penalty: 3823.169434
	Iteration 11Q: 3 clusters Score -1.641341e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71105 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -16414940.000000 Penalty: 3823.169434
	Iteration 12Q: 3 clusters Score -1.641494e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -16416452.000000 Penalty: 3823.169434
	Iteration 13Q: 3 clusters Score -1.641645e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77785 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -16417877.000000 Penalty: 3823.169434
	Iteration 14Q: 3 clusters Score -1.641788e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -16419627.000000 Penalty: 3823.169434
	Iteration 15Q: 3 clusters Score -1.641963e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -16421725.000000 Penalty: 3823.169434
	Iteration 16Q: 3 clusters Score -1.642172e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92620 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -16424419.000000 Penalty: 3823.169434
	Iteration 17Q: 3 clusters Score -1.642442e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98334 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -16427008.000000 Penalty: 3823.169434
	Iteration 18Q: 3 clusters Score -1.642701e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103991 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -16429587.000000 Penalty: 3823.169434
	Iteration 19Q: 3 clusters Score -1.642959e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109149 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -16432122.000000 Penalty: 3823.169434
	Iteration 20F: 3 clusters Score -1.643212e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113522 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -16435206.000000 Penalty: 3823.169434
	Iteration 21Q: 3 clusters Score -1.643521e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117137 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -16437127.000000 Penalty: 3823.169434
	Iteration 22Q: 3 clusters Score -1.643713e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119829 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -16438289.000000 Penalty: 3823.169434
	Iteration 23Q: 3 clusters Score -1.643829e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121879 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -16438993.000000 Penalty: 3823.169434
	Iteration 24Q: 3 clusters Score -1.643899e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123240 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -16439253.000000 Penalty: 3823.169434
	Iteration 25Q: 3 clusters Score -1.643925e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124200 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -16439397.000000 Penalty: 3823.169434
	Iteration 26Q: 3 clusters Score -1.64394e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124910 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -16439427.000000 Penalty: 3823.169434
	Iteration 27Q: 3 clusters Score -1.643943e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125410 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -16439504.000000 Penalty: 3823.169434
	Iteration 28Q: 3 clusters Score -1.64395e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125775 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -16439544.000000 Penalty: 3823.169434
	Iteration 29Q: 3 clusters Score -1.643954e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126019 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -16439485.000000 Penalty: 3823.169434
	Iteration 30Q: 3 clusters Score -1.643948e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126196 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -16439494.000000 Penalty: 3823.169434
	Iteration 31Q: 3 clusters Score -1.643949e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126343 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -16439464.000000 Penalty: 3823.169434
	Iteration 32Q: 3 clusters Score -1.643946e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126453 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -16439472.000000 Penalty: 3823.169434
	Iteration 33Q: 3 clusters Score -1.643947e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126536 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -16439480.000000 Penalty: 3823.169434
	Iteration 34Q: 3 clusters Score -1.643948e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126609 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -16439475.000000 Penalty: 3823.169434
	Iteration 35Q: 3 clusters Score -1.643948e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126665 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -16439440.000000 Penalty: 3823.169434
	Iteration 36Q: 3 clusters Score -1.643944e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126719 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -16439440.000000 Penalty: 3823.169434
	Iteration 37Q: 3 clusters Score -1.643944e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126751 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -16439467.000000 Penalty: 3823.169434
	Iteration 38Q: 3 clusters Score -1.643947e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126776 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -16439464.000000 Penalty: 3823.169434
	Iteration 39Q: 3 clusters Score -1.643946e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126797 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -16439458.000000 Penalty: 3823.169434
	Iteration 40F: 3 clusters Score -1.643946e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126809 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -16439456.000000 Penalty: 3823.169434
	Iteration 41Q: 3 clusters Score -1.643946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126821 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -16439454.000000 Penalty: 3823.169434
	Iteration 42Q: 3 clusters Score -1.643945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126831 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -16439445.000000 Penalty: 3823.169434
	Iteration 43Q: 3 clusters Score -1.643944e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126848 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -16439452.000000 Penalty: 3823.169434
	Iteration 44Q: 3 clusters Score -1.643945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126865 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -16439455.000000 Penalty: 3823.169434
	Iteration 45Q: 3 clusters Score -1.643946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126878 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -16439462.000000 Penalty: 3823.169434
	Iteration 46Q: 3 clusters Score -1.643946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126890 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -16439447.000000 Penalty: 3823.169434
	Iteration 47Q: 3 clusters Score -1.643945e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126906 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -16439443.000000 Penalty: 3823.169434
	Iteration 48Q: 3 clusters Score -1.643944e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126914 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -16439447.000000 Penalty: 3823.169434
	Iteration 49Q: 3 clusters Score -1.643945e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126931 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -16439463.000000 Penalty: 3823.169434
	Iteration 50Q: 3 clusters Score -1.643946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126941 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -16439453.000000 Penalty: 3823.169434
	Iteration 51Q: 3 clusters Score -1.643945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126956 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -16439450.000000 Penalty: 3823.169434
	Iteration 52Q: 3 clusters Score -1.643945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126965 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -16439464.000000 Penalty: 3823.169434
	Iteration 53Q: 3 clusters Score -1.643946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -16439471.000000 Penalty: 3823.169434
	Iteration 54Q: 3 clusters Score -1.643947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126976 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -16439461.000000 Penalty: 3823.169434
	Iteration 55Q: 3 clusters Score -1.643946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126981 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -16439456.000000 Penalty: 3823.169434
	Iteration 56Q: 3 clusters Score -1.643946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126985 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -16439453.000000 Penalty: 3823.169434
	Iteration 57Q: 3 clusters Score -1.643945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126987 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -16439464.000000 Penalty: 3823.169434
	Iteration 58Q: 3 clusters Score -1.643946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126990 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -16439457.000000 Penalty: 3823.169434
	Iteration 59Q: 3 clusters Score -1.643946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126994 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -16439452.000000 Penalty: 3823.169434
	Iteration 60F: 3 clusters Score -1.643945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126999 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -16439445.000000 Penalty: 3823.169434
	Iteration 61Q: 3 clusters Score -1.643944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126998 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -16439458.000000 Penalty: 3823.169434
	Iteration 62Q: 3 clusters Score -1.643946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126999 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -16439456.000000 Penalty: 3823.169434
	Iteration 63Q: 3 clusters Score -1.643946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126997 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -16439449.000000 Penalty: 3823.169434
	Iteration 64Q: 3 clusters Score -1.643945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126999 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -16439454.000000 Penalty: 3823.169434
	Iteration 65Q: 3 clusters Score -1.643945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127001 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -16439449.000000 Penalty: 3823.169434
	Iteration 66Q: 3 clusters Score -1.643945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127005 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -16439449.000000 Penalty: 3823.169434
	Iteration 67Q: 3 clusters Score -1.643945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127011 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -16439444.000000 Penalty: 3823.169434
	Iteration 68Q: 3 clusters Score -1.643944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127014 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -16439455.000000 Penalty: 3823.169434
	Iteration 69Q: 3 clusters Score -1.643946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127018 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -16439454.000000 Penalty: 3823.169434
	Iteration 70Q: 3 clusters Score -1.643945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127019 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -16439451.000000 Penalty: 3823.169434
	Iteration 71Q: 3 clusters Score -1.643945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127019 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -16439451.000000 Penalty: 3823.169434
	Iteration 72F: 3 clusters Score -1.643945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Entering Unmasked Estep 
Score: -2241595.500000 Penalty: 1588.026001
	Iteration 0F: 2 clusters Score -2241596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2229528.750000 Penalty: 3176.052002
	Iteration 0F: 3 clusters Score -2229529 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2233810.500000 Penalty: 3176.052002
	Iteration 1F: 3 clusters Score -2233810 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2234070.750000 Penalty: 3176.052002
	Iteration 2Q: 3 clusters Score -2234071 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2234282.000000 Penalty: 3176.052002
	Iteration 3Q: 3 clusters Score -2234282 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2234479.750000 Penalty: 3176.052002
	Iteration 4Q: 3 clusters Score -2234480 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2234703.750000 Penalty: 3176.052002
	Iteration 5Q: 3 clusters Score -2234704 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2235034.000000 Penalty: 3176.052002
	Iteration 6Q: 3 clusters Score -2235034 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2235516.000000 Penalty: 3176.052002
	Iteration 7F: 3 clusters Score -2235516 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2236195.000000 Penalty: 3176.052002
	Iteration 8F: 3 clusters Score -2236195 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2237137.000000 Penalty: 3176.052002
	Iteration 9F: 3 clusters Score -2237137 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2238231.250000 Penalty: 3176.052002
	Iteration 10F: 3 clusters Score -2238231 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2239135.750000 Penalty: 3176.052002
	Iteration 11F: 3 clusters Score -2239136 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2239690.000000 Penalty: 3176.052002
	Iteration 12Q: 3 clusters Score -2239690 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2239927.750000 Penalty: 3176.052002
	Iteration 13Q: 3 clusters Score -2239928 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2240026.000000 Penalty: 3176.052002
	Iteration 14Q: 3 clusters Score -2240026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2240079.750000 Penalty: 3176.052002
	Iteration 15Q: 3 clusters Score -2240080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2240121.000000 Penalty: 3176.052002
	Iteration 16Q: 3 clusters Score -2240121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2240146.750000 Penalty: 3176.052002
	Iteration 17Q: 3 clusters Score -2240147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2240171.500000 Penalty: 3176.052002
	Iteration 18Q: 3 clusters Score -2240172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2240180.750000 Penalty: 3176.052002
	Iteration 19Q: 3 clusters Score -2240181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2240186.750000 Penalty: 3176.052002
	Iteration 20F: 3 clusters Score -2240187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2240190.250000 Penalty: 3176.052002
	Iteration 21Q: 3 clusters Score -2240190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2240188.250000 Penalty: 3176.052002
	Iteration 22Q: 3 clusters Score -2240188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2240191.500000 Penalty: 3176.052002
	Iteration 23Q: 3 clusters Score -2240192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2240191.500000 Penalty: 3176.052002
	Iteration 24F: 3 clusters Score -2240192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Entering Unmasked Estep 
Score: -972190.562500 Penalty: 1453.912842
	Iteration 0F: 2 clusters Score -972190.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -966581.625000 Penalty: 2907.825684
	Iteration 0F: 3 clusters Score -966581.6 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -968393.500000 Penalty: 2907.825684
	Iteration 1F: 3 clusters Score -968393.5 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -968792.187500 Penalty: 2907.825684
	Iteration 2F: 3 clusters Score -968792.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -969159.187500 Penalty: 2907.825684
	Iteration 3F: 3 clusters Score -969159.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -969500.062500 Penalty: 2907.825684
	Iteration 4F: 3 clusters Score -969500.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -969800.562500 Penalty: 2907.825684
	Iteration 5F: 3 clusters Score -969800.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -970149.125000 Penalty: 2907.825684
	Iteration 6F: 3 clusters Score -970149.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -970460.000000 Penalty: 2907.825684
	Iteration 7F: 3 clusters Score -970460 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -970719.625000 Penalty: 2907.825684
	Iteration 8F: 3 clusters Score -970719.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -970928.812500 Penalty: 2907.825684
	Iteration 9Q: 3 clusters Score -970928.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -971075.312500 Penalty: 2907.825684
	Iteration 10Q: 3 clusters Score -971075.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -971157.000000 Penalty: 2907.825684
	Iteration 11Q: 3 clusters Score -971157 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -971218.937500 Penalty: 2907.825684
	Iteration 12Q: 3 clusters Score -971218.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -971265.250000 Penalty: 2907.825684
	Iteration 13Q: 3 clusters Score -971265.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -971300.562500 Penalty: 2907.825684
	Iteration 14Q: 3 clusters Score -971300.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -971329.937500 Penalty: 2907.825684
	Iteration 15Q: 3 clusters Score -971329.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -971350.250000 Penalty: 2907.825684
	Iteration 16Q: 3 clusters Score -971350.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -971373.750000 Penalty: 2907.825684
	Iteration 17Q: 3 clusters Score -971373.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -971396.000000 Penalty: 2907.825684
	Iteration 18Q: 3 clusters Score -971396 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -971416.625000 Penalty: 2907.825684
	Iteration 19Q: 3 clusters Score -971416.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -971437.312500 Penalty: 2907.825684
	Iteration 20F: 3 clusters Score -971437.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -971457.562500 Penalty: 2907.825684
	Iteration 21Q: 3 clusters Score -971457.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -971473.937500 Penalty: 2907.825684
	Iteration 22Q: 3 clusters Score -971473.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -971489.562500 Penalty: 2907.825684
	Iteration 23Q: 3 clusters Score -971489.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -971500.062500 Penalty: 2907.825684
	Iteration 24Q: 3 clusters Score -971500.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -971512.500000 Penalty: 2907.825684
	Iteration 25Q: 3 clusters Score -971512.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -971520.000000 Penalty: 2907.825684
	Iteration 26Q: 3 clusters Score -971520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -971525.000000 Penalty: 2907.825684
	Iteration 27Q: 3 clusters Score -971525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -971532.875000 Penalty: 2907.825684
	Iteration 28Q: 3 clusters Score -971532.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -971538.625000 Penalty: 2907.825684
	Iteration 29Q: 3 clusters Score -971538.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -971541.062500 Penalty: 2907.825684
	Iteration 30Q: 3 clusters Score -971541.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -971541.625000 Penalty: 2907.825684
	Iteration 31Q: 3 clusters Score -971541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -971541.875000 Penalty: 2907.825684
	Iteration 32Q: 3 clusters Score -971541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -971543.312500 Penalty: 2907.825684
	Iteration 33Q: 3 clusters Score -971543.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -971543.312500 Penalty: 2907.825684
	Iteration 34Q: 3 clusters Score -971543.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -971544.000000 Penalty: 2907.825684
	Iteration 35Q: 3 clusters Score -971544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -971546.000000 Penalty: 2907.825684
	Iteration 36Q: 3 clusters Score -971546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -971545.625000 Penalty: 2907.825684
	Iteration 37Q: 3 clusters Score -971545.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -971547.937500 Penalty: 2907.825684
	Iteration 38Q: 3 clusters Score -971547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -971548.437500 Penalty: 2907.825684
	Iteration 39Q: 3 clusters Score -971548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -971549.750000 Penalty: 2907.825684
	Iteration 40F: 3 clusters Score -971549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -971550.812500 Penalty: 2907.825684
	Iteration 41Q: 3 clusters Score -971550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -971550.875000 Penalty: 2907.825684
	Iteration 42Q: 3 clusters Score -971550.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -971551.187500 Penalty: 2907.825684
	Iteration 43Q: 3 clusters Score -971551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -971551.312500 Penalty: 2907.825684
	Iteration 44Q: 3 clusters Score -971551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -971552.750000 Penalty: 2907.825684
	Iteration 45Q: 3 clusters Score -971552.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -971552.750000 Penalty: 2907.825684
	Iteration 46F: 3 clusters Score -971552.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (92534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92534 members 
Entering Unmasked Estep 
Score: -11775685.000000 Penalty: 1858.241333
	Iteration 0F: 2 clusters Score -1.177568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -11714855.000000 Penalty: 3716.482666
	Iteration 0F: 3 clusters Score -1.171486e+07 nChanged 44146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -11740599.000000 Penalty: 3716.482666
	Iteration 1F: 3 clusters Score -1.17406e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -11741444.000000 Penalty: 3716.482666
	Iteration 2Q: 3 clusters Score -1.174144e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -11742472.000000 Penalty: 3716.482666
	Iteration 3Q: 3 clusters Score -1.174247e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -11743864.000000 Penalty: 3716.482666
	Iteration 4Q: 3 clusters Score -1.174386e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -11745972.000000 Penalty: 3716.482666
	Iteration 5Q: 3 clusters Score -1.174597e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -11748996.000000 Penalty: 3716.482666
	Iteration 6F: 3 clusters Score -1.1749e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -11753073.000000 Penalty: 3716.482666
	Iteration 7F: 3 clusters Score -1.175307e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -11758021.000000 Penalty: 3716.482666
	Iteration 8F: 3 clusters Score -1.175802e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -11762353.000000 Penalty: 3716.482666
	Iteration 9F: 3 clusters Score -1.176235e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -11764640.000000 Penalty: 3716.482666
	Iteration 10Q: 3 clusters Score -1.176464e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -11765975.000000 Penalty: 3716.482666
	Iteration 11Q: 3 clusters Score -1.176598e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -11767023.000000 Penalty: 3716.482666
	Iteration 12Q: 3 clusters Score -1.176702e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -11767952.000000 Penalty: 3716.482666
	Iteration 13Q: 3 clusters Score -1.176795e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -11768840.000000 Penalty: 3716.482666
	Iteration 14Q: 3 clusters Score -1.176884e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -11769740.000000 Penalty: 3716.482666
	Iteration 15Q: 3 clusters Score -1.176974e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72892 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -11770421.000000 Penalty: 3716.482666
	Iteration 16Q: 3 clusters Score -1.177042e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73710 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -11770964.000000 Penalty: 3716.482666
	Iteration 17Q: 3 clusters Score -1.177096e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -11771444.000000 Penalty: 3716.482666
	Iteration 18Q: 3 clusters Score -1.177144e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75239 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -11771779.000000 Penalty: 3716.482666
	Iteration 19Q: 3 clusters Score -1.177178e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -11772018.000000 Penalty: 3716.482666
	Iteration 20F: 3 clusters Score -1.177202e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76604 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -11772209.000000 Penalty: 3716.482666
	Iteration 21Q: 3 clusters Score -1.177221e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77197 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -11772360.000000 Penalty: 3716.482666
	Iteration 22Q: 3 clusters Score -1.177236e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77757 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -11772439.000000 Penalty: 3716.482666
	Iteration 23Q: 3 clusters Score -1.177244e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78276 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -11772475.000000 Penalty: 3716.482666
	Iteration 24Q: 3 clusters Score -1.177248e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -11772545.000000 Penalty: 3716.482666
	Iteration 25Q: 3 clusters Score -1.177254e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -11772639.000000 Penalty: 3716.482666
	Iteration 26Q: 3 clusters Score -1.177264e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79702 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -11772703.000000 Penalty: 3716.482666
	Iteration 27Q: 3 clusters Score -1.17727e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80115 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -11772764.000000 Penalty: 3716.482666
	Iteration 28Q: 3 clusters Score -1.177276e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80486 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -11772759.000000 Penalty: 3716.482666
	Iteration 29Q: 3 clusters Score -1.177276e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80842 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -11772806.000000 Penalty: 3716.482666
	Iteration 30Q: 3 clusters Score -1.177281e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81188 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -11772851.000000 Penalty: 3716.482666
	Iteration 31Q: 3 clusters Score -1.177285e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -11772939.000000 Penalty: 3716.482666
	Iteration 32Q: 3 clusters Score -1.177294e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -11772973.000000 Penalty: 3716.482666
	Iteration 33Q: 3 clusters Score -1.177297e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -11773075.000000 Penalty: 3716.482666
	Iteration 34Q: 3 clusters Score -1.177308e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82467 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -11773073.000000 Penalty: 3716.482666
	Iteration 35Q: 3 clusters Score -1.177307e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -11773082.000000 Penalty: 3716.482666
	Iteration 36Q: 3 clusters Score -1.177308e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -11773066.000000 Penalty: 3716.482666
	Iteration 37Q: 3 clusters Score -1.177307e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -11773051.000000 Penalty: 3716.482666
	Iteration 38Q: 3 clusters Score -1.177305e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -11773043.000000 Penalty: 3716.482666
	Iteration 39Q: 3 clusters Score -1.177304e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83944 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -11773048.000000 Penalty: 3716.482666
	Iteration 40F: 3 clusters Score -1.177305e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -11773047.000000 Penalty: 3716.482666
	Iteration 41Q: 3 clusters Score -1.177305e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -11773037.000000 Penalty: 3716.482666
	Iteration 42Q: 3 clusters Score -1.177304e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84826 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -11773118.000000 Penalty: 3716.482666
	Iteration 43Q: 3 clusters Score -1.177312e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85103 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -11773187.000000 Penalty: 3716.482666
	Iteration 44Q: 3 clusters Score -1.177319e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85377 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -11773205.000000 Penalty: 3716.482666
	Iteration 45Q: 3 clusters Score -1.17732e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -11773205.000000 Penalty: 3716.482666
	Iteration 46Q: 3 clusters Score -1.17732e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85876 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -11773227.000000 Penalty: 3716.482666
	Iteration 47Q: 3 clusters Score -1.177323e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -11773243.000000 Penalty: 3716.482666
	Iteration 48Q: 3 clusters Score -1.177324e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86381 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -11773278.000000 Penalty: 3716.482666
	Iteration 49Q: 3 clusters Score -1.177328e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86626 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -11773337.000000 Penalty: 3716.482666
	Iteration 50Q: 3 clusters Score -1.177334e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86858 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -11773383.000000 Penalty: 3716.482666
	Iteration 51Q: 3 clusters Score -1.177338e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87096 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -11773426.000000 Penalty: 3716.482666
	Iteration 52Q: 3 clusters Score -1.177343e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87301 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -11773492.000000 Penalty: 3716.482666
	Iteration 53Q: 3 clusters Score -1.177349e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87506 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -11773508.000000 Penalty: 3716.482666
	Iteration 54Q: 3 clusters Score -1.177351e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87711 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -11773550.000000 Penalty: 3716.482666
	Iteration 55Q: 3 clusters Score -1.177355e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87909 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -11773549.000000 Penalty: 3716.482666
	Iteration 56Q: 3 clusters Score -1.177355e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88101 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -11773581.000000 Penalty: 3716.482666
	Iteration 57Q: 3 clusters Score -1.177358e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -11773590.000000 Penalty: 3716.482666
	Iteration 58Q: 3 clusters Score -1.177359e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -11773584.000000 Penalty: 3716.482666
	Iteration 59Q: 3 clusters Score -1.177358e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88625 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -11773621.000000 Penalty: 3716.482666
	Iteration 60F: 3 clusters Score -1.177362e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88785 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -11773631.000000 Penalty: 3716.482666
	Iteration 61Q: 3 clusters Score -1.177363e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -11773686.000000 Penalty: 3716.482666
	Iteration 62Q: 3 clusters Score -1.177369e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -11773671.000000 Penalty: 3716.482666
	Iteration 63Q: 3 clusters Score -1.177367e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89238 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -11773708.000000 Penalty: 3716.482666
	Iteration 64Q: 3 clusters Score -1.177371e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -11773721.000000 Penalty: 3716.482666
	Iteration 65Q: 3 clusters Score -1.177372e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89523 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -11773714.000000 Penalty: 3716.482666
	Iteration 66Q: 3 clusters Score -1.177371e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -11773739.000000 Penalty: 3716.482666
	Iteration 67Q: 3 clusters Score -1.177374e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -11773782.000000 Penalty: 3716.482666
	Iteration 68Q: 3 clusters Score -1.177378e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -11773820.000000 Penalty: 3716.482666
	Iteration 69Q: 3 clusters Score -1.177382e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89980 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -11773835.000000 Penalty: 3716.482666
	Iteration 70Q: 3 clusters Score -1.177384e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90079 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -11773840.000000 Penalty: 3716.482666
	Iteration 71Q: 3 clusters Score -1.177384e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -11773863.000000 Penalty: 3716.482666
	Iteration 72Q: 3 clusters Score -1.177386e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -11773889.000000 Penalty: 3716.482666
	Iteration 73Q: 3 clusters Score -1.177389e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90361 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -11773911.000000 Penalty: 3716.482666
	Iteration 74Q: 3 clusters Score -1.177391e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90450 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -11773927.000000 Penalty: 3716.482666
	Iteration 75Q: 3 clusters Score -1.177393e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90532 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -11773966.000000 Penalty: 3716.482666
	Iteration 76Q: 3 clusters Score -1.177397e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90622 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -11773978.000000 Penalty: 3716.482666
	Iteration 77Q: 3 clusters Score -1.177398e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90704 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -11774014.000000 Penalty: 3716.482666
	Iteration 78Q: 3 clusters Score -1.177401e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90789 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -11774032.000000 Penalty: 3716.482666
	Iteration 79Q: 3 clusters Score -1.177403e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90879 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -11774040.000000 Penalty: 3716.482666
	Iteration 80F: 3 clusters Score -1.177404e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90957 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -11774056.000000 Penalty: 3716.482666
	Iteration 81Q: 3 clusters Score -1.177406e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91025 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -11774053.000000 Penalty: 3716.482666
	Iteration 82Q: 3 clusters Score -1.177405e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91096 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -11774090.000000 Penalty: 3716.482666
	Iteration 83Q: 3 clusters Score -1.177409e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91156 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -11774089.000000 Penalty: 3716.482666
	Iteration 84Q: 3 clusters Score -1.177409e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -11774117.000000 Penalty: 3716.482666
	Iteration 85Q: 3 clusters Score -1.177412e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91276 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -11774126.000000 Penalty: 3716.482666
	Iteration 86Q: 3 clusters Score -1.177413e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91317 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11774118.000000 Penalty: 3716.482666
	Iteration 87Q: 3 clusters Score -1.177412e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91350 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -11774127.000000 Penalty: 3716.482666
	Iteration 88Q: 3 clusters Score -1.177413e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11774132.000000 Penalty: 3716.482666
	Iteration 89Q: 3 clusters Score -1.177413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91400 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11774134.000000 Penalty: 3716.482666
	Iteration 90Q: 3 clusters Score -1.177413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11774117.000000 Penalty: 3716.482666
	Iteration 91Q: 3 clusters Score -1.177412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91438 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -11774127.000000 Penalty: 3716.482666
	Iteration 92Q: 3 clusters Score -1.177413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11774140.000000 Penalty: 3716.482666
	Iteration 93Q: 3 clusters Score -1.177414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91460 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -11774141.000000 Penalty: 3716.482666
	Iteration 94Q: 3 clusters Score -1.177414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91472 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11774144.000000 Penalty: 3716.482666
	Iteration 95Q: 3 clusters Score -1.177414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91481 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -11774138.000000 Penalty: 3716.482666
	Iteration 96Q: 3 clusters Score -1.177414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91488 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11774156.000000 Penalty: 3716.482666
	Iteration 97Q: 3 clusters Score -1.177416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91496 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -11774143.000000 Penalty: 3716.482666
	Iteration 98Q: 3 clusters Score -1.177414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91501 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11774148.000000 Penalty: 3716.482666
	Iteration 99Q: 3 clusters Score -1.177415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11774146.000000 Penalty: 3716.482666
	Iteration 100F: 3 clusters Score -1.177415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11774148.000000 Penalty: 3716.482666
	Iteration 101Q: 3 clusters Score -1.177415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91537 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11774155.000000 Penalty: 3716.482666
	Iteration 102Q: 3 clusters Score -1.177416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -11774142.000000 Penalty: 3716.482666
	Iteration 103Q: 3 clusters Score -1.177414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91568 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -11774162.000000 Penalty: 3716.482666
	Iteration 104Q: 3 clusters Score -1.177416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11774163.000000 Penalty: 3716.482666
	Iteration 105Q: 3 clusters Score -1.177416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91592 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -11774157.000000 Penalty: 3716.482666
	Iteration 106Q: 3 clusters Score -1.177416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11774165.000000 Penalty: 3716.482666
	Iteration 107Q: 3 clusters Score -1.177416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91605 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11774165.000000 Penalty: 3716.482666
	Iteration 108Q: 3 clusters Score -1.177416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91609 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -11774165.000000 Penalty: 3716.482666
	Iteration 109Q: 3 clusters Score -1.177416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91613 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11774166.000000 Penalty: 3716.482666
	Iteration 110Q: 3 clusters Score -1.177417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91618 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11774163.000000 Penalty: 3716.482666
	Iteration 111Q: 3 clusters Score -1.177416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91621 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11774161.000000 Penalty: 3716.482666
	Iteration 112Q: 3 clusters Score -1.177416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91626 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11774164.000000 Penalty: 3716.482666
	Iteration 113Q: 3 clusters Score -1.177416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91633 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11774170.000000 Penalty: 3716.482666
	Iteration 114Q: 3 clusters Score -1.177417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91636 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -11774178.000000 Penalty: 3716.482666
	Iteration 115Q: 3 clusters Score -1.177418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -11774175.000000 Penalty: 3716.482666
	Iteration 116Q: 3 clusters Score -1.177418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -11774175.000000 Penalty: 3716.482666
	Iteration 117F: 3 clusters Score -1.177418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Entering Unmasked Estep 
Score: -940270.625000 Penalty: 1454.651123
	Iteration 0F: 2 clusters Score -940270.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -934511.312500 Penalty: 2909.302246
	Iteration 0F: 3 clusters Score -934511.3 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -936350.062500 Penalty: 2909.302246
	Iteration 1F: 3 clusters Score -936350.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -936663.187500 Penalty: 2909.302246
	Iteration 2F: 3 clusters Score -936663.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -936956.500000 Penalty: 2909.302246
	Iteration 3F: 3 clusters Score -936956.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -937315.125000 Penalty: 2909.302246
	Iteration 4F: 3 clusters Score -937315.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -937689.750000 Penalty: 2909.302246
	Iteration 5F: 3 clusters Score -937689.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -938046.937500 Penalty: 2909.302246
	Iteration 6F: 3 clusters Score -938046.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -938388.562500 Penalty: 2909.302246
	Iteration 7F: 3 clusters Score -938388.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -938717.000000 Penalty: 2909.302246
	Iteration 8F: 3 clusters Score -938717 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -938994.875000 Penalty: 2909.302246
	Iteration 9Q: 3 clusters Score -938994.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -939216.750000 Penalty: 2909.302246
	Iteration 10Q: 3 clusters Score -939216.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -939387.250000 Penalty: 2909.302246
	Iteration 11Q: 3 clusters Score -939387.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -939501.687500 Penalty: 2909.302246
	Iteration 12Q: 3 clusters Score -939501.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -939576.500000 Penalty: 2909.302246
	Iteration 13Q: 3 clusters Score -939576.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -939626.312500 Penalty: 2909.302246
	Iteration 14Q: 3 clusters Score -939626.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -939667.625000 Penalty: 2909.302246
	Iteration 15Q: 3 clusters Score -939667.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -939691.125000 Penalty: 2909.302246
	Iteration 16Q: 3 clusters Score -939691.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -939707.500000 Penalty: 2909.302246
	Iteration 17Q: 3 clusters Score -939707.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -939721.312500 Penalty: 2909.302246
	Iteration 18Q: 3 clusters Score -939721.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -939725.125000 Penalty: 2909.302246
	Iteration 19Q: 3 clusters Score -939725.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -939728.000000 Penalty: 2909.302246
	Iteration 20F: 3 clusters Score -939728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -939730.437500 Penalty: 2909.302246
	Iteration 21Q: 3 clusters Score -939730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -939733.937500 Penalty: 2909.302246
	Iteration 22Q: 3 clusters Score -939733.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -939735.750000 Penalty: 2909.302246
	Iteration 23Q: 3 clusters Score -939735.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -939740.250000 Penalty: 2909.302246
	Iteration 24Q: 3 clusters Score -939740.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -939745.250000 Penalty: 2909.302246
	Iteration 25Q: 3 clusters Score -939745.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -939749.687500 Penalty: 2909.302246
	Iteration 26Q: 3 clusters Score -939749.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -939752.187500 Penalty: 2909.302246
	Iteration 27Q: 3 clusters Score -939752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -939752.687500 Penalty: 2909.302246
	Iteration 28Q: 3 clusters Score -939752.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -939754.437500 Penalty: 2909.302246
	Iteration 29Q: 3 clusters Score -939754.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -939755.062500 Penalty: 2909.302246
	Iteration 30Q: 3 clusters Score -939755.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -939755.062500 Penalty: 2909.302246
	Iteration 31F: 3 clusters Score -939755.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Entering Unmasked Estep 
Score: -493658.250000 Penalty: 1366.886719
	Iteration 0F: 2 clusters Score -493658.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -490051.093750 Penalty: 2733.773438
	Iteration 0F: 3 clusters Score -490051.1 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -491425.625000 Penalty: 2733.773438
	Iteration 1F: 3 clusters Score -491425.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -491999.375000 Penalty: 2733.773438
	Iteration 2F: 3 clusters Score -491999.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -492450.500000 Penalty: 2733.773438
	Iteration 3F: 3 clusters Score -492450.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -492750.343750 Penalty: 2733.773438
	Iteration 4F: 3 clusters Score -492750.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -492965.812500 Penalty: 2733.773438
	Iteration 5Q: 3 clusters Score -492965.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -493075.093750 Penalty: 2733.773438
	Iteration 6Q: 3 clusters Score -493075.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -493139.625000 Penalty: 2733.773438
	Iteration 7Q: 3 clusters Score -493139.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -493169.156250 Penalty: 2733.773438
	Iteration 8Q: 3 clusters Score -493169.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -493192.937500 Penalty: 2733.773438
	Iteration 9Q: 3 clusters Score -493192.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -493206.125000 Penalty: 2733.773438
	Iteration 10Q: 3 clusters Score -493206.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -493212.593750 Penalty: 2733.773438
	Iteration 11Q: 3 clusters Score -493212.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -493218.375000 Penalty: 2733.773438
	Iteration 12Q: 3 clusters Score -493218.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -493221.343750 Penalty: 2733.773438
	Iteration 13Q: 3 clusters Score -493221.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -493225.625000 Penalty: 2733.773438
	Iteration 14Q: 3 clusters Score -493225.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -493228.781250 Penalty: 2733.773438
	Iteration 15Q: 3 clusters Score -493228.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -493233.187500 Penalty: 2733.773438
	Iteration 16Q: 3 clusters Score -493233.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -493234.906250 Penalty: 2733.773438
	Iteration 17Q: 3 clusters Score -493234.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -493237.093750 Penalty: 2733.773438
	Iteration 18Q: 3 clusters Score -493237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -493236.843750 Penalty: 2733.773438
	Iteration 19Q: 3 clusters Score -493236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -493236.843750 Penalty: 2733.773438
	Iteration 20F: 3 clusters Score -493236.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -482727.031250 Penalty: 1341.318604
	Iteration 0F: 2 clusters Score -482727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -479491.093750 Penalty: 2682.637207
	Iteration 0F: 3 clusters Score -479491.1 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -480338.437500 Penalty: 2682.637207
	Iteration 1F: 3 clusters Score -480338.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -480519.437500 Penalty: 2682.637207
	Iteration 2F: 3 clusters Score -480519.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -480678.812500 Penalty: 2682.637207
	Iteration 3F: 3 clusters Score -480678.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -480818.375000 Penalty: 2682.637207
	Iteration 4F: 3 clusters Score -480818.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -480979.562500 Penalty: 2682.637207
	Iteration 5F: 3 clusters Score -480979.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -481184.187500 Penalty: 2682.637207
	Iteration 6F: 3 clusters Score -481184.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -481403.781250 Penalty: 2682.637207
	Iteration 7F: 3 clusters Score -481403.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -481567.500000 Penalty: 2682.637207
	Iteration 8F: 3 clusters Score -481567.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -481682.281250 Penalty: 2682.637207
	Iteration 9Q: 3 clusters Score -481682.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -481750.468750 Penalty: 2682.637207
	Iteration 10Q: 3 clusters Score -481750.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -481790.031250 Penalty: 2682.637207
	Iteration 11Q: 3 clusters Score -481790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -481811.062500 Penalty: 2682.637207
	Iteration 12Q: 3 clusters Score -481811.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -481824.812500 Penalty: 2682.637207
	Iteration 13Q: 3 clusters Score -481824.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -481835.312500 Penalty: 2682.637207
	Iteration 14Q: 3 clusters Score -481835.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -481841.062500 Penalty: 2682.637207
	Iteration 15Q: 3 clusters Score -481841.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -481846.468750 Penalty: 2682.637207
	Iteration 16Q: 3 clusters Score -481846.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -481849.531250 Penalty: 2682.637207
	Iteration 17Q: 3 clusters Score -481849.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -481850.312500 Penalty: 2682.637207
	Iteration 18Q: 3 clusters Score -481850.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -481851.343750 Penalty: 2682.637207
	Iteration 19Q: 3 clusters Score -481851.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -481850.531250 Penalty: 2682.637207
	Iteration 20F: 3 clusters Score -481850.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (85291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Entering Unmasked Estep 
Score: -10102086.000000 Penalty: 1844.996460
	Iteration 0F: 2 clusters Score -1.010209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -10044830.000000 Penalty: 3689.992920
	Iteration 0F: 3 clusters Score -1.004483e+07 nChanged 40773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -10069404.000000 Penalty: 3689.992920
	Iteration 1F: 3 clusters Score -1.00694e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -10071279.000000 Penalty: 3689.992920
	Iteration 2Q: 3 clusters Score -1.007128e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -10074179.000000 Penalty: 3689.992920
	Iteration 3F: 3 clusters Score -1.007418e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -10077903.000000 Penalty: 3689.992920
	Iteration 4F: 3 clusters Score -1.00779e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -10081999.000000 Penalty: 3689.992920
	Iteration 5F: 3 clusters Score -1.0082e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -10085738.000000 Penalty: 3689.992920
	Iteration 6F: 3 clusters Score -1.008574e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -10088387.000000 Penalty: 3689.992920
	Iteration 7F: 3 clusters Score -1.008839e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -10089658.000000 Penalty: 3689.992920
	Iteration 8Q: 3 clusters Score -1.008966e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -10090304.000000 Penalty: 3689.992920
	Iteration 9Q: 3 clusters Score -1.00903e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -10090710.000000 Penalty: 3689.992920
	Iteration 10Q: 3 clusters Score -1.009071e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -10090924.000000 Penalty: 3689.992920
	Iteration 11Q: 3 clusters Score -1.009092e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -10091221.000000 Penalty: 3689.992920
	Iteration 12Q: 3 clusters Score -1.009122e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
Score: -10091383.000000 Penalty: 3689.992920
	Iteration 13Q: 3 clusters Score -1.009138e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -10091557.000000 Penalty: 3689.992920
	Iteration 14Q: 3 clusters Score -1.009156e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 58821 members 
Entering Unmasked Estep 
Score: -10091824.000000 Penalty: 3689.992920
	Iteration 15Q: 3 clusters Score -1.009182e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -10092099.000000 Penalty: 3689.992920
	Iteration 16Q: 3 clusters Score -1.00921e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -10092471.000000 Penalty: 3689.992920
	Iteration 17Q: 3 clusters Score -1.009247e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -10092737.000000 Penalty: 3689.992920
	Iteration 18Q: 3 clusters Score -1.009274e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -10093004.000000 Penalty: 3689.992920
	Iteration 19Q: 3 clusters Score -1.0093e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -10093314.000000 Penalty: 3689.992920
	Iteration 20F: 3 clusters Score -1.009331e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -10093594.000000 Penalty: 3689.992920
	Iteration 21Q: 3 clusters Score -1.009359e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -10093914.000000 Penalty: 3689.992920
	Iteration 22Q: 3 clusters Score -1.009391e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 66619 members 
Entering Unmasked Estep 
Score: -10094229.000000 Penalty: 3689.992920
	Iteration 23Q: 3 clusters Score -1.009423e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 67615 members 
Entering Unmasked Estep 
Score: -10094492.000000 Penalty: 3689.992920
	Iteration 24Q: 3 clusters Score -1.009449e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -10094773.000000 Penalty: 3689.992920
	Iteration 25Q: 3 clusters Score -1.009477e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -10095060.000000 Penalty: 3689.992920
	Iteration 26Q: 3 clusters Score -1.009506e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 70739 members 
Entering Unmasked Estep 
Score: -10095366.000000 Penalty: 3689.992920
	Iteration 27Q: 3 clusters Score -1.009537e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -10095757.000000 Penalty: 3689.992920
	Iteration 28Q: 3 clusters Score -1.009576e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -10096148.000000 Penalty: 3689.992920
	Iteration 29Q: 3 clusters Score -1.009615e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 74013 members 
Entering Unmasked Estep 
Score: -10096608.000000 Penalty: 3689.992920
	Iteration 30Q: 3 clusters Score -1.009661e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -10097061.000000 Penalty: 3689.992920
	Iteration 31Q: 3 clusters Score -1.009706e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -10097505.000000 Penalty: 3689.992920
	Iteration 32Q: 3 clusters Score -1.00975e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 77230 members 
Entering Unmasked Estep 
Score: -10098021.000000 Penalty: 3689.992920
	Iteration 33Q: 3 clusters Score -1.009802e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -10098469.000000 Penalty: 3689.992920
	Iteration 34Q: 3 clusters Score -1.009847e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -10098871.000000 Penalty: 3689.992920
	Iteration 35Q: 3 clusters Score -1.009887e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -10099269.000000 Penalty: 3689.992920
	Iteration 36Q: 3 clusters Score -1.009927e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 80586 members 
Entering Unmasked Estep 
Score: -10099581.000000 Penalty: 3689.992920
	Iteration 37Q: 3 clusters Score -1.009958e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 81126 members 
Entering Unmasked Estep 
Score: -10099811.000000 Penalty: 3689.992920
	Iteration 38Q: 3 clusters Score -1.009981e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 81571 members 
Entering Unmasked Estep 
Score: -10100034.000000 Penalty: 3689.992920
	Iteration 39Q: 3 clusters Score -1.010003e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 81946 members 
Entering Unmasked Estep 
Score: -10100150.000000 Penalty: 3689.992920
	Iteration 40F: 3 clusters Score -1.010015e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -10100284.000000 Penalty: 3689.992920
	Iteration 41Q: 3 clusters Score -1.010028e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -10100313.000000 Penalty: 3689.992920
	Iteration 42Q: 3 clusters Score -1.010031e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -10100373.000000 Penalty: 3689.992920
	Iteration 43Q: 3 clusters Score -1.010037e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -10100397.000000 Penalty: 3689.992920
	Iteration 44Q: 3 clusters Score -1.01004e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -10100445.000000 Penalty: 3689.992920
	Iteration 45Q: 3 clusters Score -1.010044e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -10100491.000000 Penalty: 3689.992920
	Iteration 46Q: 3 clusters Score -1.010049e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 83196 members 
Entering Unmasked Estep 
Score: -10100518.000000 Penalty: 3689.992920
	Iteration 47Q: 3 clusters Score -1.010052e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -10100529.000000 Penalty: 3689.992920
	Iteration 48Q: 3 clusters Score -1.010053e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -10100559.000000 Penalty: 3689.992920
	Iteration 49Q: 3 clusters Score -1.010056e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -10100546.000000 Penalty: 3689.992920
	Iteration 50Q: 3 clusters Score -1.010055e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -10100563.000000 Penalty: 3689.992920
	Iteration 51Q: 3 clusters Score -1.010056e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 83517 members 
Entering Unmasked Estep 
Score: -10100554.000000 Penalty: 3689.992920
	Iteration 52Q: 3 clusters Score -1.010055e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 83569 members 
Entering Unmasked Estep 
Score: -10100584.000000 Penalty: 3689.992920
	Iteration 53Q: 3 clusters Score -1.010058e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 83613 members 
Entering Unmasked Estep 
Score: -10100629.000000 Penalty: 3689.992920
	Iteration 54Q: 3 clusters Score -1.010063e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 83645 members 
Entering Unmasked Estep 
Score: -10100625.000000 Penalty: 3689.992920
	Iteration 55Q: 3 clusters Score -1.010062e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 83676 members 
Entering Unmasked Estep 
Score: -10100626.000000 Penalty: 3689.992920
	Iteration 56Q: 3 clusters Score -1.010063e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 83700 members 
Entering Unmasked Estep 
Score: -10100657.000000 Penalty: 3689.992920
	Iteration 57Q: 3 clusters Score -1.010066e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
Score: -10100666.000000 Penalty: 3689.992920
	Iteration 58Q: 3 clusters Score -1.010067e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 83741 members 
Entering Unmasked Estep 
Score: -10100670.000000 Penalty: 3689.992920
	Iteration 59Q: 3 clusters Score -1.010067e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 83759 members 
Entering Unmasked Estep 
Score: -10100672.000000 Penalty: 3689.992920
	Iteration 60F: 3 clusters Score -1.010067e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -10100681.000000 Penalty: 3689.992920
	Iteration 61Q: 3 clusters Score -1.010068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 83800 members 
Entering Unmasked Estep 
Score: -10100676.000000 Penalty: 3689.992920
	Iteration 62Q: 3 clusters Score -1.010068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -10100671.000000 Penalty: 3689.992920
	Iteration 63Q: 3 clusters Score -1.010067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 83826 members 
Entering Unmasked Estep 
Score: -10100677.000000 Penalty: 3689.992920
	Iteration 64Q: 3 clusters Score -1.010068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 83835 members 
Entering Unmasked Estep 
Score: -10100687.000000 Penalty: 3689.992920
	Iteration 65Q: 3 clusters Score -1.010069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 83844 members 
Entering Unmasked Estep 
Score: -10100683.000000 Penalty: 3689.992920
	Iteration 66Q: 3 clusters Score -1.010068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 83854 members 
Entering Unmasked Estep 
Score: -10100692.000000 Penalty: 3689.992920
	Iteration 67Q: 3 clusters Score -1.010069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 83861 members 
Entering Unmasked Estep 
Score: -10100698.000000 Penalty: 3689.992920
	Iteration 68Q: 3 clusters Score -1.01007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 83867 members 
Entering Unmasked Estep 
Score: -10100699.000000 Penalty: 3689.992920
	Iteration 69Q: 3 clusters Score -1.01007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 83873 members 
Entering Unmasked Estep 
Score: -10100690.000000 Penalty: 3689.992920
	Iteration 70Q: 3 clusters Score -1.010069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 83880 members 
Entering Unmasked Estep 
Score: -10100695.000000 Penalty: 3689.992920
	Iteration 71Q: 3 clusters Score -1.01007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 83886 members 
Entering Unmasked Estep 
Score: -10100696.000000 Penalty: 3689.992920
	Iteration 72Q: 3 clusters Score -1.01007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -10100695.000000 Penalty: 3689.992920
	Iteration 73Q: 3 clusters Score -1.01007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -10100715.000000 Penalty: 3689.992920
	Iteration 74Q: 3 clusters Score -1.010072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 83910 members 
Entering Unmasked Estep 
Score: -10100694.000000 Penalty: 3689.992920
	Iteration 75Q: 3 clusters Score -1.010069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -10100697.000000 Penalty: 3689.992920
	Iteration 76Q: 3 clusters Score -1.01007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 83914 members 
Entering Unmasked Estep 
Score: -10100689.000000 Penalty: 3689.992920
	Iteration 77Q: 3 clusters Score -1.010069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 83923 members 
Entering Unmasked Estep 
Score: -10100686.000000 Penalty: 3689.992920
	Iteration 78Q: 3 clusters Score -1.010069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 83929 members 
Entering Unmasked Estep 
Score: -10100687.000000 Penalty: 3689.992920
	Iteration 79Q: 3 clusters Score -1.010069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 83936 members 
Entering Unmasked Estep 
Score: -10100697.000000 Penalty: 3689.992920
	Iteration 80F: 3 clusters Score -1.01007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -10100702.000000 Penalty: 3689.992920
	Iteration 81Q: 3 clusters Score -1.01007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 83957 members 
Entering Unmasked Estep 
Score: -10100717.000000 Penalty: 3689.992920
	Iteration 82Q: 3 clusters Score -1.010072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 83965 members 
Entering Unmasked Estep 
Score: -10100719.000000 Penalty: 3689.992920
	Iteration 83Q: 3 clusters Score -1.010072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -10100716.000000 Penalty: 3689.992920
	Iteration 84Q: 3 clusters Score -1.010072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -10100723.000000 Penalty: 3689.992920
	Iteration 85Q: 3 clusters Score -1.010072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 83989 members 
Entering Unmasked Estep 
Score: -10100730.000000 Penalty: 3689.992920
	Iteration 86Q: 3 clusters Score -1.010073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -10100721.000000 Penalty: 3689.992920
	Iteration 87Q: 3 clusters Score -1.010072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 84000 members 
Entering Unmasked Estep 
Score: -10100721.000000 Penalty: 3689.992920
	Iteration 88Q: 3 clusters Score -1.010072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -10100727.000000 Penalty: 3689.992920
	Iteration 89Q: 3 clusters Score -1.010073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -10100718.000000 Penalty: 3689.992920
	Iteration 90Q: 3 clusters Score -1.010072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 84029 members 
Entering Unmasked Estep 
Score: -10100710.000000 Penalty: 3689.992920
	Iteration 91Q: 3 clusters Score -1.010071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 84035 members 
Entering Unmasked Estep 
Score: -10100733.000000 Penalty: 3689.992920
	Iteration 92Q: 3 clusters Score -1.010073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 84041 members 
Entering Unmasked Estep 
Score: -10100740.000000 Penalty: 3689.992920
	Iteration 93Q: 3 clusters Score -1.010074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -10100729.000000 Penalty: 3689.992920
	Iteration 94Q: 3 clusters Score -1.010073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 84062 members 
Entering Unmasked Estep 
Score: -10100742.000000 Penalty: 3689.992920
	Iteration 95Q: 3 clusters Score -1.010074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -10100749.000000 Penalty: 3689.992920
	Iteration 96Q: 3 clusters Score -1.010075e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
Score: -10100758.000000 Penalty: 3689.992920
	Iteration 97Q: 3 clusters Score -1.010076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 84102 members 
Entering Unmasked Estep 
Score: -10100764.000000 Penalty: 3689.992920
	Iteration 98Q: 3 clusters Score -1.010076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 84110 members 
Entering Unmasked Estep 
Score: -10100767.000000 Penalty: 3689.992920
	Iteration 99Q: 3 clusters Score -1.010077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -10100760.000000 Penalty: 3689.992920
	Iteration 100F: 3 clusters Score -1.010076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -10100754.000000 Penalty: 3689.992920
	Iteration 101Q: 3 clusters Score -1.010075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -10100749.000000 Penalty: 3689.992920
	Iteration 102Q: 3 clusters Score -1.010075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -10100742.000000 Penalty: 3689.992920
	Iteration 103Q: 3 clusters Score -1.010074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 84131 members 
Entering Unmasked Estep 
Score: -10100751.000000 Penalty: 3689.992920
	Iteration 104Q: 3 clusters Score -1.010075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 84134 members 
Entering Unmasked Estep 
Score: -10100755.000000 Penalty: 3689.992920
	Iteration 105Q: 3 clusters Score -1.010076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -10100762.000000 Penalty: 3689.992920
	Iteration 106Q: 3 clusters Score -1.010076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 84146 members 
Entering Unmasked Estep 
Score: -10100764.000000 Penalty: 3689.992920
	Iteration 107Q: 3 clusters Score -1.010076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 84152 members 
Entering Unmasked Estep 
Score: -10100758.000000 Penalty: 3689.992920
	Iteration 108Q: 3 clusters Score -1.010076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 84153 members 
Entering Unmasked Estep 
Score: -10100759.000000 Penalty: 3689.992920
	Iteration 109Q: 3 clusters Score -1.010076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -10100758.000000 Penalty: 3689.992920
	Iteration 110Q: 3 clusters Score -1.010076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -10100761.000000 Penalty: 3689.992920
	Iteration 111Q: 3 clusters Score -1.010076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 84156 members 
Entering Unmasked Estep 
Score: -10100756.000000 Penalty: 3689.992920
	Iteration 112Q: 3 clusters Score -1.010076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -10100763.000000 Penalty: 3689.992920
	Iteration 113Q: 3 clusters Score -1.010076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -10100763.000000 Penalty: 3689.992920
	Iteration 114F: 3 clusters Score -1.010076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Entering Unmasked Estep 
Score: -163849.359375 Penalty: 1170.795044
	Iteration 0F: 2 clusters Score -163849.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -162168.359375 Penalty: 2341.590088
	Iteration 0F: 3 clusters Score -162168.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -162502.718750 Penalty: 2341.590088
	Iteration 1F: 3 clusters Score -162502.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -162607.687500 Penalty: 2341.590088
	Iteration 2F: 3 clusters Score -162607.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -162673.468750 Penalty: 2341.590088
	Iteration 3Q: 3 clusters Score -162673.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -162724.734375 Penalty: 2341.590088
	Iteration 4Q: 3 clusters Score -162724.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -162755.921875 Penalty: 2341.590088
	Iteration 5Q: 3 clusters Score -162755.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -162773.859375 Penalty: 2341.590088
	Iteration 6Q: 3 clusters Score -162773.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -162785.046875 Penalty: 2341.590088
	Iteration 7Q: 3 clusters Score -162785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -162792.187500 Penalty: 2341.590088
	Iteration 8Q: 3 clusters Score -162792.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -162795.859375 Penalty: 2341.590088
	Iteration 9Q: 3 clusters Score -162795.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -162798.640625 Penalty: 2341.590088
	Iteration 10Q: 3 clusters Score -162798.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -162803.156250 Penalty: 2341.590088
	Iteration 11Q: 3 clusters Score -162803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -162805.015625 Penalty: 2341.590088
	Iteration 12Q: 3 clusters Score -162805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -162806.328125 Penalty: 2341.590088
	Iteration 13Q: 3 clusters Score -162806.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -162808.031250 Penalty: 2341.590088
	Iteration 14Q: 3 clusters Score -162808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -162808.421875 Penalty: 2341.590088
	Iteration 15Q: 3 clusters Score -162808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -162810.078125 Penalty: 2341.590088
	Iteration 16Q: 3 clusters Score -162810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -162810.984375 Penalty: 2341.590088
	Iteration 17Q: 3 clusters Score -162811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -162810.984375 Penalty: 2341.590088
	Iteration 18F: 3 clusters Score -162811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Entering Unmasked Estep 
Score: -6972873.500000 Penalty: 1772.688232
	Iteration 0F: 2 clusters Score -6972874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -6936334.000000 Penalty: 3545.376465
	Iteration 0F: 3 clusters Score -6936334 nChanged 25576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -6950714.000000 Penalty: 3545.376465
	Iteration 1F: 3 clusters Score -6950714 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -6951342.500000 Penalty: 3545.376465
	Iteration 2Q: 3 clusters Score -6951342 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -6952053.500000 Penalty: 3545.376465
	Iteration 3Q: 3 clusters Score -6952054 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -6953030.500000 Penalty: 3545.376465
	Iteration 4Q: 3 clusters Score -6953030 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -6954564.000000 Penalty: 3545.376465
	Iteration 5F: 3 clusters Score -6954564 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -6956850.000000 Penalty: 3545.376465
	Iteration 6F: 3 clusters Score -6956850 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -6960191.500000 Penalty: 3545.376465
	Iteration 7F: 3 clusters Score -6960192 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -6963921.000000 Penalty: 3545.376465
	Iteration 8F: 3 clusters Score -6963921 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -6967031.000000 Penalty: 3545.376465
	Iteration 9F: 3 clusters Score -6967031 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -6969166.500000 Penalty: 3545.376465
	Iteration 10Q: 3 clusters Score -6969166 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -6970242.500000 Penalty: 3545.376465
	Iteration 11Q: 3 clusters Score -6970242 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -6970790.500000 Penalty: 3545.376465
	Iteration 12Q: 3 clusters Score -6970790 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -6971072.500000 Penalty: 3545.376465
	Iteration 13Q: 3 clusters Score -6971072 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -6971257.000000 Penalty: 3545.376465
	Iteration 14Q: 3 clusters Score -6971257 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -6971361.500000 Penalty: 3545.376465
	Iteration 15Q: 3 clusters Score -6971362 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -6971412.000000 Penalty: 3545.376465
	Iteration 16Q: 3 clusters Score -6971412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -6971445.000000 Penalty: 3545.376465
	Iteration 17Q: 3 clusters Score -6971445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -6971466.000000 Penalty: 3545.376465
	Iteration 18Q: 3 clusters Score -6971466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -6971479.000000 Penalty: 3545.376465
	Iteration 19Q: 3 clusters Score -6971479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 54105 members 
Entering Unmasked Estep 
Score: -6971483.500000 Penalty: 3545.376465
	Iteration 20F: 3 clusters Score -6971484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -6971500.500000 Penalty: 3545.376465
	Iteration 21Q: 3 clusters Score -6971500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -6971500.000000 Penalty: 3545.376465
	Iteration 22Q: 3 clusters Score -6971500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -6971506.500000 Penalty: 3545.376465
	Iteration 23Q: 3 clusters Score -6971506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -6971511.000000 Penalty: 3545.376465
	Iteration 24Q: 3 clusters Score -6971511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -6971514.000000 Penalty: 3545.376465
	Iteration 25Q: 3 clusters Score -6971514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 54145 members 
Entering Unmasked Estep 
Score: -6971528.000000 Penalty: 3545.376465
	Iteration 26Q: 3 clusters Score -6971528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -6971528.000000 Penalty: 3545.376465
	Iteration 27Q: 3 clusters Score -6971528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -6971545.000000 Penalty: 3545.376465
	Iteration 28Q: 3 clusters Score -6971545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -6971556.500000 Penalty: 3545.376465
	Iteration 29Q: 3 clusters Score -6971556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -6971558.000000 Penalty: 3545.376465
	Iteration 30Q: 3 clusters Score -6971558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -6971560.500000 Penalty: 3545.376465
	Iteration 31Q: 3 clusters Score -6971560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -6971564.500000 Penalty: 3545.376465
	Iteration 32Q: 3 clusters Score -6971564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -6971556.500000 Penalty: 3545.376465
	Iteration 33Q: 3 clusters Score -6971556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -6971561.000000 Penalty: 3545.376465
	Iteration 34Q: 3 clusters Score -6971561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -6971569.000000 Penalty: 3545.376465
	Iteration 35Q: 3 clusters Score -6971569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -6971565.000000 Penalty: 3545.376465
	Iteration 36Q: 3 clusters Score -6971565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -6971578.000000 Penalty: 3545.376465
	Iteration 37Q: 3 clusters Score -6971578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -6971578.000000 Penalty: 3545.376465
	Iteration 38Q: 3 clusters Score -6971578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -6971578.500000 Penalty: 3545.376465
	Iteration 39Q: 3 clusters Score -6971578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -6971588.500000 Penalty: 3545.376465
	Iteration 40F: 3 clusters Score -6971588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -6971592.500000 Penalty: 3545.376465
	Iteration 41Q: 3 clusters Score -6971592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -6971603.000000 Penalty: 3545.376465
	Iteration 42Q: 3 clusters Score -6971603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -6971609.500000 Penalty: 3545.376465
	Iteration 43Q: 3 clusters Score -6971610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -6971616.000000 Penalty: 3545.376465
	Iteration 44Q: 3 clusters Score -6971616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -6971626.000000 Penalty: 3545.376465
	Iteration 45Q: 3 clusters Score -6971626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -6971633.500000 Penalty: 3545.376465
	Iteration 46Q: 3 clusters Score -6971634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -6971647.000000 Penalty: 3545.376465
	Iteration 47Q: 3 clusters Score -6971647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -6971646.500000 Penalty: 3545.376465
	Iteration 48Q: 3 clusters Score -6971646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -6971649.500000 Penalty: 3545.376465
	Iteration 49Q: 3 clusters Score -6971650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -6971655.500000 Penalty: 3545.376465
	Iteration 50Q: 3 clusters Score -6971656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -6971661.500000 Penalty: 3545.376465
	Iteration 51Q: 3 clusters Score -6971662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -6971657.500000 Penalty: 3545.376465
	Iteration 52Q: 3 clusters Score -6971658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -6971658.500000 Penalty: 3545.376465
	Iteration 53Q: 3 clusters Score -6971658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -6971662.000000 Penalty: 3545.376465
	Iteration 54Q: 3 clusters Score -6971662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -6971664.000000 Penalty: 3545.376465
	Iteration 55Q: 3 clusters Score -6971664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -6971664.000000 Penalty: 3545.376465
	Iteration 56F: 3 clusters Score -6971664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (120455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120455 members 
Entering Unmasked Estep 
Score: -15361410.000000 Penalty: 1901.092651
	Iteration 0F: 2 clusters Score -1.536141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -15282566.000000 Penalty: 3802.185303
	Iteration 0F: 3 clusters Score -1.528257e+07 nChanged 57761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 62697 members 
Entering Unmasked Estep 
Score: -15316712.000000 Penalty: 3802.185303
	Iteration 1F: 3 clusters Score -1.531671e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -15317738.000000 Penalty: 3802.185303
	Iteration 2Q: 3 clusters Score -1.531774e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -15319418.000000 Penalty: 3802.185303
	Iteration 3Q: 3 clusters Score -1.531942e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -15321774.000000 Penalty: 3802.185303
	Iteration 4Q: 3 clusters Score -1.532177e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -15324800.000000 Penalty: 3802.185303
	Iteration 5F: 3 clusters Score -1.53248e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 76416 members 
Entering Unmasked Estep 
Score: -15328869.000000 Penalty: 3802.185303
	Iteration 6F: 3 clusters Score -1.532887e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 82368 members 
Entering Unmasked Estep 
Score: -15333774.000000 Penalty: 3802.185303
	Iteration 7F: 3 clusters Score -1.533377e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 89122 members 
Entering Unmasked Estep 
Score: -15339142.000000 Penalty: 3802.185303
	Iteration 8F: 3 clusters Score -1.533914e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 95962 members 
Entering Unmasked Estep 
Score: -15344770.000000 Penalty: 3802.185303
	Iteration 9F: 3 clusters Score -1.534477e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 102152 members 
Entering Unmasked Estep 
Score: -15349616.000000 Penalty: 3802.185303
	Iteration 10F: 3 clusters Score -1.534962e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 107064 members 
Entering Unmasked Estep 
Score: -15353314.000000 Penalty: 3802.185303
	Iteration 11Q: 3 clusters Score -1.535331e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 110659 members 
Entering Unmasked Estep 
Score: -15356560.000000 Penalty: 3802.185303
	Iteration 12Q: 3 clusters Score -1.535656e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 113188 members 
Entering Unmasked Estep 
Score: -15358933.000000 Penalty: 3802.185303
	Iteration 13Q: 3 clusters Score -1.535893e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 114806 members 
Entering Unmasked Estep 
Score: -15360284.000000 Penalty: 3802.185303
	Iteration 14Q: 3 clusters Score -1.536028e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 115781 members 
Entering Unmasked Estep 
Score: -15360998.000000 Penalty: 3802.185303
	Iteration 15Q: 3 clusters Score -1.5361e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 116374 members 
Entering Unmasked Estep 
Score: -15361371.000000 Penalty: 3802.185303
	Iteration 16Q: 3 clusters Score -1.536137e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 116736 members 
Entering Unmasked Estep 
Score: -15361524.000000 Penalty: 3802.185303
	Iteration 17Q: 3 clusters Score -1.536152e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 116956 members 
Entering Unmasked Estep 
Score: -15361593.000000 Penalty: 3802.185303
	Iteration 18Q: 3 clusters Score -1.536159e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 117103 members 
Entering Unmasked Estep 
Score: -15361608.000000 Penalty: 3802.185303
	Iteration 19Q: 3 clusters Score -1.536161e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 117227 members 
Entering Unmasked Estep 
Score: -15361644.000000 Penalty: 3802.185303
	Iteration 20F: 3 clusters Score -1.536164e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 117320 members 
Entering Unmasked Estep 
Score: -15361634.000000 Penalty: 3802.185303
	Iteration 21Q: 3 clusters Score -1.536163e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -15361662.000000 Penalty: 3802.185303
	Iteration 22Q: 3 clusters Score -1.536166e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 117438 members 
Entering Unmasked Estep 
Score: -15361684.000000 Penalty: 3802.185303
	Iteration 23Q: 3 clusters Score -1.536168e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 117471 members 
Entering Unmasked Estep 
Score: -15361695.000000 Penalty: 3802.185303
	Iteration 24Q: 3 clusters Score -1.53617e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 117495 members 
Entering Unmasked Estep 
Score: -15361693.000000 Penalty: 3802.185303
	Iteration 25Q: 3 clusters Score -1.536169e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 117522 members 
Entering Unmasked Estep 
Score: -15361698.000000 Penalty: 3802.185303
	Iteration 26Q: 3 clusters Score -1.53617e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 117552 members 
Entering Unmasked Estep 
Score: -15361701.000000 Penalty: 3802.185303
	Iteration 27Q: 3 clusters Score -1.53617e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 117579 members 
Entering Unmasked Estep 
Score: -15361709.000000 Penalty: 3802.185303
	Iteration 28Q: 3 clusters Score -1.536171e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 117598 members 
Entering Unmasked Estep 
Score: -15361713.000000 Penalty: 3802.185303
	Iteration 29Q: 3 clusters Score -1.536171e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 117610 members 
Entering Unmasked Estep 
Score: -15361721.000000 Penalty: 3802.185303
	Iteration 30Q: 3 clusters Score -1.536172e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 117625 members 
Entering Unmasked Estep 
Score: -15361728.000000 Penalty: 3802.185303
	Iteration 31Q: 3 clusters Score -1.536173e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 117641 members 
Entering Unmasked Estep 
Score: -15361715.000000 Penalty: 3802.185303
	Iteration 32Q: 3 clusters Score -1.536172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 117646 members 
Entering Unmasked Estep 
Score: -15361729.000000 Penalty: 3802.185303
	Iteration 33Q: 3 clusters Score -1.536173e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 117651 members 
Entering Unmasked Estep 
Score: -15361731.000000 Penalty: 3802.185303
	Iteration 34Q: 3 clusters Score -1.536173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 117658 members 
Entering Unmasked Estep 
Score: -15361730.000000 Penalty: 3802.185303
	Iteration 35Q: 3 clusters Score -1.536173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 117661 members 
Entering Unmasked Estep 
Score: -15361738.000000 Penalty: 3802.185303
	Iteration 36Q: 3 clusters Score -1.536174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 117665 members 
Entering Unmasked Estep 
Score: -15361734.000000 Penalty: 3802.185303
	Iteration 37Q: 3 clusters Score -1.536173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 117665 members 
Entering Unmasked Estep 
Score: -15361735.000000 Penalty: 3802.185303
	Iteration 38Q: 3 clusters Score -1.536174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 117666 members 
Entering Unmasked Estep 
Score: -15361735.000000 Penalty: 3802.185303
	Iteration 39Q: 3 clusters Score -1.536174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 117666 members 
Entering Unmasked Estep 
Score: -15361733.000000 Penalty: 3802.185303
	Iteration 40F: 3 clusters Score -1.536173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 128489 members 
Mstep: Class 3 contains 17544 members 
Mstep: Class 4 contains 7686 members 
Mstep: Class 5 contains 92534 members 
Mstep: Class 6 contains 7721 members 
Mstep: Class 7 contains 4499 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 85291 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54658 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 32139 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 10590 members 
Mstep: Class 16 contains 4740 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 6069 members 
Mstep: Class 19 contains 22175 members 
Mstep: Class 20 contains 35529 members 
Mstep: Class 21 contains 5470 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46117 members 
Mstep: Class 24 contains 48999 members 
Mstep: Class 25 contains 5539 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17004 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2929 members 
Mstep: Class 33 contains 3630 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15223 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 117666 members 
Entering Unmasked Estep 
Score: -108939184.000000 Penalty: 82330.375000
Splitting cluster 12 changes total score from -108938168.000000 to -108939184.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 13 (32139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Entering Unmasked Estep 
Score: -4126995.750000 Penalty: 1686.396729
	Iteration 0F: 2 clusters Score -4126996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -4105430.750000 Penalty: 3372.793457
	Iteration 0F: 3 clusters Score -4105431 nChanged 14906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -4114005.250000 Penalty: 3372.793457
	Iteration 1F: 3 clusters Score -4114005 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -4114812.000000 Penalty: 3372.793457
	Iteration 2F: 3 clusters Score -4114812 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -4115737.250000 Penalty: 3372.793457
	Iteration 3F: 3 clusters Score -4115737 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -4116895.250000 Penalty: 3372.793457
	Iteration 4F: 3 clusters Score -4116895 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -4118247.000000 Penalty: 3372.793457
	Iteration 5F: 3 clusters Score -4118247 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -4119781.750000 Penalty: 3372.793457
	Iteration 6F: 3 clusters Score -4119782 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -4121178.250000 Penalty: 3372.793457
	Iteration 7F: 3 clusters Score -4121178 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -4122361.750000 Penalty: 3372.793457
	Iteration 8Q: 3 clusters Score -4122362 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -4123284.750000 Penalty: 3372.793457
	Iteration 9Q: 3 clusters Score -4123285 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -4124003.250000 Penalty: 3372.793457
	Iteration 10Q: 3 clusters Score -4124003 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -4124494.750000 Penalty: 3372.793457
	Iteration 11Q: 3 clusters Score -4124495 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -4124871.000000 Penalty: 3372.793457
	Iteration 12Q: 3 clusters Score -4124871 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -4125080.500000 Penalty: 3372.793457
	Iteration 13Q: 3 clusters Score -4125080 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -4125259.000000 Penalty: 3372.793457
	Iteration 14Q: 3 clusters Score -4125259 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -4125355.000000 Penalty: 3372.793457
	Iteration 15Q: 3 clusters Score -4125355 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -4125428.750000 Penalty: 3372.793457
	Iteration 16Q: 3 clusters Score -4125429 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4125467.000000 Penalty: 3372.793457
	Iteration 17Q: 3 clusters Score -4125467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -4125503.750000 Penalty: 3372.793457
	Iteration 18Q: 3 clusters Score -4125504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -4125512.500000 Penalty: 3372.793457
	Iteration 19Q: 3 clusters Score -4125512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -4125525.250000 Penalty: 3372.793457
	Iteration 20F: 3 clusters Score -4125525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -4125533.000000 Penalty: 3372.793457
	Iteration 21Q: 3 clusters Score -4125533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -4125536.250000 Penalty: 3372.793457
	Iteration 22Q: 3 clusters Score -4125536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -4125541.500000 Penalty: 3372.793457
	Iteration 23Q: 3 clusters Score -4125542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -4125542.250000 Penalty: 3372.793457
	Iteration 24Q: 3 clusters Score -4125542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -4125545.000000 Penalty: 3372.793457
	Iteration 25Q: 3 clusters Score -4125545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4125541.500000 Penalty: 3372.793457
	Iteration 26Q: 3 clusters Score -4125542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4125541.500000 Penalty: 3372.793457
	Iteration 27F: 3 clusters Score -4125542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Entering Unmasked Estep 
Score: -574337.000000 Penalty: 1383.588257
	Iteration 0F: 2 clusters Score -574337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -570381.812500 Penalty: 2767.176514
	Iteration 0F: 3 clusters Score -570381.8 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -571595.875000 Penalty: 2767.176514
	Iteration 1F: 3 clusters Score -571595.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -571860.562500 Penalty: 2767.176514
	Iteration 2F: 3 clusters Score -571860.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -572047.250000 Penalty: 2767.176514
	Iteration 3F: 3 clusters Score -572047.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -572192.687500 Penalty: 2767.176514
	Iteration 4Q: 3 clusters Score -572192.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -572302.312500 Penalty: 2767.176514
	Iteration 5Q: 3 clusters Score -572302.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -572390.625000 Penalty: 2767.176514
	Iteration 6Q: 3 clusters Score -572390.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -572478.750000 Penalty: 2767.176514
	Iteration 7Q: 3 clusters Score -572478.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -572574.250000 Penalty: 2767.176514
	Iteration 8Q: 3 clusters Score -572574.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -572657.812500 Penalty: 2767.176514
	Iteration 9Q: 3 clusters Score -572657.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -572724.062500 Penalty: 2767.176514
	Iteration 10Q: 3 clusters Score -572724.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -572794.312500 Penalty: 2767.176514
	Iteration 11Q: 3 clusters Score -572794.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -572856.312500 Penalty: 2767.176514
	Iteration 12Q: 3 clusters Score -572856.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -572909.375000 Penalty: 2767.176514
	Iteration 13Q: 3 clusters Score -572909.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -572960.562500 Penalty: 2767.176514
	Iteration 14Q: 3 clusters Score -572960.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -573004.937500 Penalty: 2767.176514
	Iteration 15Q: 3 clusters Score -573004.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -573043.375000 Penalty: 2767.176514
	Iteration 16Q: 3 clusters Score -573043.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -573072.750000 Penalty: 2767.176514
	Iteration 17Q: 3 clusters Score -573072.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -573101.812500 Penalty: 2767.176514
	Iteration 18Q: 3 clusters Score -573101.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -573130.625000 Penalty: 2767.176514
	Iteration 19Q: 3 clusters Score -573130.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -573153.000000 Penalty: 2767.176514
	Iteration 20F: 3 clusters Score -573153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -573169.812500 Penalty: 2767.176514
	Iteration 21Q: 3 clusters Score -573169.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -573187.687500 Penalty: 2767.176514
	Iteration 22Q: 3 clusters Score -573187.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -573195.500000 Penalty: 2767.176514
	Iteration 23Q: 3 clusters Score -573195.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -573199.750000 Penalty: 2767.176514
	Iteration 24Q: 3 clusters Score -573199.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -573208.312500 Penalty: 2767.176514
	Iteration 25Q: 3 clusters Score -573208.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -573216.812500 Penalty: 2767.176514
	Iteration 26Q: 3 clusters Score -573216.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -573219.250000 Penalty: 2767.176514
	Iteration 27Q: 3 clusters Score -573219.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -573224.062500 Penalty: 2767.176514
	Iteration 28Q: 3 clusters Score -573224.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -573225.937500 Penalty: 2767.176514
	Iteration 29Q: 3 clusters Score -573225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -573226.625000 Penalty: 2767.176514
	Iteration 30Q: 3 clusters Score -573226.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -573231.312500 Penalty: 2767.176514
	Iteration 31Q: 3 clusters Score -573231.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -573231.562500 Penalty: 2767.176514
	Iteration 32Q: 3 clusters Score -573231.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -573232.750000 Penalty: 2767.176514
	Iteration 33Q: 3 clusters Score -573232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -573232.375000 Penalty: 2767.176514
	Iteration 34Q: 3 clusters Score -573232.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -573233.812500 Penalty: 2767.176514
	Iteration 35Q: 3 clusters Score -573233.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -573233.937500 Penalty: 2767.176514
	Iteration 36Q: 3 clusters Score -573233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -573234.812500 Penalty: 2767.176514
	Iteration 37Q: 3 clusters Score -573234.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -573234.625000 Penalty: 2767.176514
	Iteration 38Q: 3 clusters Score -573234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -573234.625000 Penalty: 2767.176514
	Iteration 39F: 3 clusters Score -573234.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Entering Unmasked Estep 
Score: -1326563.250000 Penalty: 1505.995728
	Iteration 0F: 2 clusters Score -1326563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1319026.000000 Penalty: 3011.991455
	Iteration 0F: 3 clusters Score -1319026 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1321594.500000 Penalty: 3011.991455
	Iteration 1F: 3 clusters Score -1321594 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1322028.750000 Penalty: 3011.991455
	Iteration 2F: 3 clusters Score -1322029 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1322460.875000 Penalty: 3011.991455
	Iteration 3F: 3 clusters Score -1322461 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1322857.125000 Penalty: 3011.991455
	Iteration 4F: 3 clusters Score -1322857 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1323260.125000 Penalty: 3011.991455
	Iteration 5F: 3 clusters Score -1323260 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1323662.500000 Penalty: 3011.991455
	Iteration 6F: 3 clusters Score -1323662 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1324013.875000 Penalty: 3011.991455
	Iteration 7F: 3 clusters Score -1324014 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1324280.375000 Penalty: 3011.991455
	Iteration 8Q: 3 clusters Score -1324280 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1324508.250000 Penalty: 3011.991455
	Iteration 9Q: 3 clusters Score -1324508 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1324684.500000 Penalty: 3011.991455
	Iteration 10Q: 3 clusters Score -1324684 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1324829.375000 Penalty: 3011.991455
	Iteration 11Q: 3 clusters Score -1324829 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1324938.500000 Penalty: 3011.991455
	Iteration 12Q: 3 clusters Score -1324938 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1324995.000000 Penalty: 3011.991455
	Iteration 13Q: 3 clusters Score -1324995 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1325053.000000 Penalty: 3011.991455
	Iteration 14Q: 3 clusters Score -1325053 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1325096.250000 Penalty: 3011.991455
	Iteration 15Q: 3 clusters Score -1325096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1325130.125000 Penalty: 3011.991455
	Iteration 16Q: 3 clusters Score -1325130 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1325160.125000 Penalty: 3011.991455
	Iteration 17Q: 3 clusters Score -1325160 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1325196.000000 Penalty: 3011.991455
	Iteration 18Q: 3 clusters Score -1325196 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1325233.625000 Penalty: 3011.991455
	Iteration 19Q: 3 clusters Score -1325234 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1325265.000000 Penalty: 3011.991455
	Iteration 20F: 3 clusters Score -1325265 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1325294.125000 Penalty: 3011.991455
	Iteration 21Q: 3 clusters Score -1325294 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1325329.625000 Penalty: 3011.991455
	Iteration 22Q: 3 clusters Score -1325330 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1325368.750000 Penalty: 3011.991455
	Iteration 23Q: 3 clusters Score -1325369 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1325402.375000 Penalty: 3011.991455
	Iteration 24Q: 3 clusters Score -1325402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1325433.375000 Penalty: 3011.991455
	Iteration 25Q: 3 clusters Score -1325433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1325449.625000 Penalty: 3011.991455
	Iteration 26Q: 3 clusters Score -1325450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1325468.500000 Penalty: 3011.991455
	Iteration 27Q: 3 clusters Score -1325468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1325485.750000 Penalty: 3011.991455
	Iteration 28Q: 3 clusters Score -1325486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1325498.000000 Penalty: 3011.991455
	Iteration 29Q: 3 clusters Score -1325498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1325519.500000 Penalty: 3011.991455
	Iteration 30Q: 3 clusters Score -1325520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1325536.000000 Penalty: 3011.991455
	Iteration 31Q: 3 clusters Score -1325536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1325540.125000 Penalty: 3011.991455
	Iteration 32Q: 3 clusters Score -1325540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1325550.000000 Penalty: 3011.991455
	Iteration 33Q: 3 clusters Score -1325550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1325552.625000 Penalty: 3011.991455
	Iteration 34Q: 3 clusters Score -1325553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1325561.500000 Penalty: 3011.991455
	Iteration 35Q: 3 clusters Score -1325562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1325565.875000 Penalty: 3011.991455
	Iteration 36Q: 3 clusters Score -1325566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1325573.875000 Penalty: 3011.991455
	Iteration 37Q: 3 clusters Score -1325574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1325578.250000 Penalty: 3011.991455
	Iteration 38Q: 3 clusters Score -1325578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1325586.375000 Penalty: 3011.991455
	Iteration 39Q: 3 clusters Score -1325586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1325588.250000 Penalty: 3011.991455
	Iteration 40F: 3 clusters Score -1325588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1325590.125000 Penalty: 3011.991455
	Iteration 41Q: 3 clusters Score -1325590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1325596.250000 Penalty: 3011.991455
	Iteration 42Q: 3 clusters Score -1325596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1325595.250000 Penalty: 3011.991455
	Iteration 43Q: 3 clusters Score -1325595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1325601.875000 Penalty: 3011.991455
	Iteration 44Q: 3 clusters Score -1325602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1325600.500000 Penalty: 3011.991455
	Iteration 45Q: 3 clusters Score -1325600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1325602.750000 Penalty: 3011.991455
	Iteration 46Q: 3 clusters Score -1325603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1325601.625000 Penalty: 3011.991455
	Iteration 47Q: 3 clusters Score -1325602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1325602.125000 Penalty: 3011.991455
	Iteration 48Q: 3 clusters Score -1325602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1325607.375000 Penalty: 3011.991455
	Iteration 49Q: 3 clusters Score -1325607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1325610.250000 Penalty: 3011.991455
	Iteration 50Q: 3 clusters Score -1325610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1325611.375000 Penalty: 3011.991455
	Iteration 51Q: 3 clusters Score -1325611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1325613.500000 Penalty: 3011.991455
	Iteration 52Q: 3 clusters Score -1325614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1325618.000000 Penalty: 3011.991455
	Iteration 53Q: 3 clusters Score -1325618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1325618.625000 Penalty: 3011.991455
	Iteration 54Q: 3 clusters Score -1325619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1325621.875000 Penalty: 3011.991455
	Iteration 55Q: 3 clusters Score -1325622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1325622.000000 Penalty: 3011.991455
	Iteration 56Q: 3 clusters Score -1325622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1325624.000000 Penalty: 3011.991455
	Iteration 57Q: 3 clusters Score -1325624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1325625.250000 Penalty: 3011.991455
	Iteration 58Q: 3 clusters Score -1325625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1325627.375000 Penalty: 3011.991455
	Iteration 59Q: 3 clusters Score -1325627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1325628.625000 Penalty: 3011.991455
	Iteration 60F: 3 clusters Score -1325629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1325627.375000 Penalty: 3011.991455
	Iteration 61Q: 3 clusters Score -1325627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1325628.125000 Penalty: 3011.991455
	Iteration 62Q: 3 clusters Score -1325628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1325628.000000 Penalty: 3011.991455
	Iteration 63Q: 3 clusters Score -1325628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1325629.750000 Penalty: 3011.991455
	Iteration 64Q: 3 clusters Score -1325630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1325631.125000 Penalty: 3011.991455
	Iteration 65Q: 3 clusters Score -1325631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1325631.125000 Penalty: 3011.991455
	Iteration 66Q: 3 clusters Score -1325631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1325631.125000 Penalty: 3011.991455
	Iteration 67F: 3 clusters Score -1325631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Entering Unmasked Estep 
Score: -602505.125000 Penalty: 1375.366333
	Iteration 0F: 2 clusters Score -602505.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -598694.312500 Penalty: 2750.732666
	Iteration 0F: 3 clusters Score -598694.3 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -599715.937500 Penalty: 2750.732666
	Iteration 1F: 3 clusters Score -599715.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -599862.750000 Penalty: 2750.732666
	Iteration 2F: 3 clusters Score -599862.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -599951.125000 Penalty: 2750.732666
	Iteration 3Q: 3 clusters Score -599951.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -600012.750000 Penalty: 2750.732666
	Iteration 4Q: 3 clusters Score -600012.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -600058.937500 Penalty: 2750.732666
	Iteration 5Q: 3 clusters Score -600058.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -600098.125000 Penalty: 2750.732666
	Iteration 6Q: 3 clusters Score -600098.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -600131.562500 Penalty: 2750.732666
	Iteration 7Q: 3 clusters Score -600131.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -600157.375000 Penalty: 2750.732666
	Iteration 8Q: 3 clusters Score -600157.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -600177.750000 Penalty: 2750.732666
	Iteration 9Q: 3 clusters Score -600177.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -600192.625000 Penalty: 2750.732666
	Iteration 10Q: 3 clusters Score -600192.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -600210.625000 Penalty: 2750.732666
	Iteration 11Q: 3 clusters Score -600210.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -600225.437500 Penalty: 2750.732666
	Iteration 12Q: 3 clusters Score -600225.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -600239.500000 Penalty: 2750.732666
	Iteration 13Q: 3 clusters Score -600239.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -600249.250000 Penalty: 2750.732666
	Iteration 14Q: 3 clusters Score -600249.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -600259.562500 Penalty: 2750.732666
	Iteration 15Q: 3 clusters Score -600259.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -600268.687500 Penalty: 2750.732666
	Iteration 16Q: 3 clusters Score -600268.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -600280.625000 Penalty: 2750.732666
	Iteration 17Q: 3 clusters Score -600280.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -600299.875000 Penalty: 2750.732666
	Iteration 18Q: 3 clusters Score -600299.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -600321.250000 Penalty: 2750.732666
	Iteration 19Q: 3 clusters Score -600321.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -600342.437500 Penalty: 2750.732666
	Iteration 20F: 3 clusters Score -600342.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -600368.062500 Penalty: 2750.732666
	Iteration 21Q: 3 clusters Score -600368.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -600396.062500 Penalty: 2750.732666
	Iteration 22Q: 3 clusters Score -600396.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -600429.187500 Penalty: 2750.732666
	Iteration 23Q: 3 clusters Score -600429.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -600469.937500 Penalty: 2750.732666
	Iteration 24Q: 3 clusters Score -600469.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -600526.375000 Penalty: 2750.732666
	Iteration 25Q: 3 clusters Score -600526.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -600586.312500 Penalty: 2750.732666
	Iteration 26Q: 3 clusters Score -600586.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -600655.562500 Penalty: 2750.732666
	Iteration 27Q: 3 clusters Score -600655.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -600718.750000 Penalty: 2750.732666
	Iteration 28Q: 3 clusters Score -600718.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -600786.750000 Penalty: 2750.732666
	Iteration 29Q: 3 clusters Score -600786.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -600847.125000 Penalty: 2750.732666
	Iteration 30Q: 3 clusters Score -600847.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -600920.812500 Penalty: 2750.732666
	Iteration 31Q: 3 clusters Score -600920.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -600989.875000 Penalty: 2750.732666
	Iteration 32Q: 3 clusters Score -600989.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -601041.937500 Penalty: 2750.732666
	Iteration 33Q: 3 clusters Score -601041.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -601098.562500 Penalty: 2750.732666
	Iteration 34Q: 3 clusters Score -601098.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -601138.125000 Penalty: 2750.732666
	Iteration 35Q: 3 clusters Score -601138.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -601169.937500 Penalty: 2750.732666
	Iteration 36Q: 3 clusters Score -601169.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -601198.875000 Penalty: 2750.732666
	Iteration 37Q: 3 clusters Score -601198.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -601218.562500 Penalty: 2750.732666
	Iteration 38Q: 3 clusters Score -601218.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -601235.312500 Penalty: 2750.732666
	Iteration 39Q: 3 clusters Score -601235.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -601244.062500 Penalty: 2750.732666
	Iteration 40F: 3 clusters Score -601244.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -601249.875000 Penalty: 2750.732666
	Iteration 41Q: 3 clusters Score -601249.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -601255.750000 Penalty: 2750.732666
	Iteration 42Q: 3 clusters Score -601255.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -601259.750000 Penalty: 2750.732666
	Iteration 43Q: 3 clusters Score -601259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -601267.000000 Penalty: 2750.732666
	Iteration 44Q: 3 clusters Score -601267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -601270.000000 Penalty: 2750.732666
	Iteration 45Q: 3 clusters Score -601270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -601271.812500 Penalty: 2750.732666
	Iteration 46Q: 3 clusters Score -601271.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -601271.812500 Penalty: 2750.732666
	Iteration 47F: 3 clusters Score -601271.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Entering Unmasked Estep 
Score: -897860.562500 Penalty: 1440.957031
	Iteration 0F: 2 clusters Score -897860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -892577.500000 Penalty: 2881.914062
	Iteration 0F: 3 clusters Score -892577.5 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -894172.312500 Penalty: 2881.914062
	Iteration 1F: 3 clusters Score -894172.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -894379.187500 Penalty: 2881.914062
	Iteration 2F: 3 clusters Score -894379.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -894530.812500 Penalty: 2881.914062
	Iteration 3Q: 3 clusters Score -894530.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -894650.312500 Penalty: 2881.914062
	Iteration 4Q: 3 clusters Score -894650.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -894750.000000 Penalty: 2881.914062
	Iteration 5Q: 3 clusters Score -894750 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -894870.750000 Penalty: 2881.914062
	Iteration 6Q: 3 clusters Score -894870.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -895031.562500 Penalty: 2881.914062
	Iteration 7Q: 3 clusters Score -895031.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -895235.750000 Penalty: 2881.914062
	Iteration 8Q: 3 clusters Score -895235.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -895425.687500 Penalty: 2881.914062
	Iteration 9Q: 3 clusters Score -895425.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -895638.187500 Penalty: 2881.914062
	Iteration 10Q: 3 clusters Score -895638.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -895823.937500 Penalty: 2881.914062
	Iteration 11Q: 3 clusters Score -895823.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -896026.625000 Penalty: 2881.914062
	Iteration 12Q: 3 clusters Score -896026.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -896204.250000 Penalty: 2881.914062
	Iteration 13Q: 3 clusters Score -896204.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -896339.500000 Penalty: 2881.914062
	Iteration 14Q: 3 clusters Score -896339.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -896429.250000 Penalty: 2881.914062
	Iteration 15Q: 3 clusters Score -896429.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -896489.312500 Penalty: 2881.914062
	Iteration 16Q: 3 clusters Score -896489.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -896530.250000 Penalty: 2881.914062
	Iteration 17Q: 3 clusters Score -896530.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -896568.687500 Penalty: 2881.914062
	Iteration 18Q: 3 clusters Score -896568.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -896606.562500 Penalty: 2881.914062
	Iteration 19Q: 3 clusters Score -896606.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -896636.187500 Penalty: 2881.914062
	Iteration 20F: 3 clusters Score -896636.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -896655.437500 Penalty: 2881.914062
	Iteration 21Q: 3 clusters Score -896655.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -896665.437500 Penalty: 2881.914062
	Iteration 22Q: 3 clusters Score -896665.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -896674.000000 Penalty: 2881.914062
	Iteration 23Q: 3 clusters Score -896674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -896683.375000 Penalty: 2881.914062
	Iteration 24Q: 3 clusters Score -896683.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -896696.750000 Penalty: 2881.914062
	Iteration 25Q: 3 clusters Score -896696.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -896703.687500 Penalty: 2881.914062
	Iteration 26Q: 3 clusters Score -896703.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -896708.812500 Penalty: 2881.914062
	Iteration 27Q: 3 clusters Score -896708.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -896710.437500 Penalty: 2881.914062
	Iteration 28Q: 3 clusters Score -896710.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -896710.437500 Penalty: 2881.914062
	Iteration 29F: 3 clusters Score -896710.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Entering Unmasked Estep 
Score: -766714.437500 Penalty: 1415.529175
	Iteration 0F: 2 clusters Score -766714.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -761974.312500 Penalty: 2831.058350
	Iteration 0F: 3 clusters Score -761974.3 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -763405.250000 Penalty: 2831.058350
	Iteration 1F: 3 clusters Score -763405.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -763657.625000 Penalty: 2831.058350
	Iteration 2F: 3 clusters Score -763657.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -763840.187500 Penalty: 2831.058350
	Iteration 3F: 3 clusters Score -763840.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -764001.312500 Penalty: 2831.058350
	Iteration 4F: 3 clusters Score -764001.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -764133.187500 Penalty: 2831.058350
	Iteration 5Q: 3 clusters Score -764133.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -764262.125000 Penalty: 2831.058350
	Iteration 6Q: 3 clusters Score -764262.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -764372.062500 Penalty: 2831.058350
	Iteration 7Q: 3 clusters Score -764372.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -764467.625000 Penalty: 2831.058350
	Iteration 8Q: 3 clusters Score -764467.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -764562.312500 Penalty: 2831.058350
	Iteration 9Q: 3 clusters Score -764562.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -764672.937500 Penalty: 2831.058350
	Iteration 10Q: 3 clusters Score -764672.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -764774.562500 Penalty: 2831.058350
	Iteration 11Q: 3 clusters Score -764774.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -764883.000000 Penalty: 2831.058350
	Iteration 12Q: 3 clusters Score -764883 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -765026.250000 Penalty: 2831.058350
	Iteration 13Q: 3 clusters Score -765026.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -765169.250000 Penalty: 2831.058350
	Iteration 14Q: 3 clusters Score -765169.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -765302.125000 Penalty: 2831.058350
	Iteration 15Q: 3 clusters Score -765302.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -765407.375000 Penalty: 2831.058350
	Iteration 16Q: 3 clusters Score -765407.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -765487.687500 Penalty: 2831.058350
	Iteration 17Q: 3 clusters Score -765487.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -765572.250000 Penalty: 2831.058350
	Iteration 18Q: 3 clusters Score -765572.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -765645.562500 Penalty: 2831.058350
	Iteration 19Q: 3 clusters Score -765645.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -765680.375000 Penalty: 2831.058350
	Iteration 20F: 3 clusters Score -765680.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -765708.562500 Penalty: 2831.058350
	Iteration 21Q: 3 clusters Score -765708.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -765728.562500 Penalty: 2831.058350
	Iteration 22Q: 3 clusters Score -765728.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -765749.875000 Penalty: 2831.058350
	Iteration 23Q: 3 clusters Score -765749.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -765762.187500 Penalty: 2831.058350
	Iteration 24Q: 3 clusters Score -765762.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -765767.875000 Penalty: 2831.058350
	Iteration 25Q: 3 clusters Score -765767.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -765774.375000 Penalty: 2831.058350
	Iteration 26Q: 3 clusters Score -765774.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -765778.937500 Penalty: 2831.058350
	Iteration 27Q: 3 clusters Score -765778.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -765783.437500 Penalty: 2831.058350
	Iteration 28Q: 3 clusters Score -765783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -765785.375000 Penalty: 2831.058350
	Iteration 29Q: 3 clusters Score -765785.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -765788.625000 Penalty: 2831.058350
	Iteration 30Q: 3 clusters Score -765788.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -765789.625000 Penalty: 2831.058350
	Iteration 31Q: 3 clusters Score -765789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -765790.000000 Penalty: 2831.058350
	Iteration 32Q: 3 clusters Score -765790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -765793.250000 Penalty: 2831.058350
	Iteration 33Q: 3 clusters Score -765793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -765794.062500 Penalty: 2831.058350
	Iteration 34Q: 3 clusters Score -765794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -765793.937500 Penalty: 2831.058350
	Iteration 35Q: 3 clusters Score -765793.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -765795.125000 Penalty: 2831.058350
	Iteration 36Q: 3 clusters Score -765795.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -765794.875000 Penalty: 2831.058350
	Iteration 37Q: 3 clusters Score -765794.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -765794.750000 Penalty: 2831.058350
	Iteration 38Q: 3 clusters Score -765794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -765794.750000 Penalty: 2831.058350
	Iteration 39F: 3 clusters Score -765794.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -2777694.750000 Penalty: 1626.092041
	Iteration 0F: 2 clusters Score -2777695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2762661.750000 Penalty: 3252.184082
	Iteration 0F: 3 clusters Score -2762662 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2768375.500000 Penalty: 3252.184082
	Iteration 1F: 3 clusters Score -2768376 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2768976.500000 Penalty: 3252.184082
	Iteration 2F: 3 clusters Score -2768976 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2769703.750000 Penalty: 3252.184082
	Iteration 3F: 3 clusters Score -2769704 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2770474.500000 Penalty: 3252.184082
	Iteration 4F: 3 clusters Score -2770474 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2771146.000000 Penalty: 3252.184082
	Iteration 5F: 3 clusters Score -2771146 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2771713.500000 Penalty: 3252.184082
	Iteration 6F: 3 clusters Score -2771714 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2772166.000000 Penalty: 3252.184082
	Iteration 7Q: 3 clusters Score -2772166 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2772471.000000 Penalty: 3252.184082
	Iteration 8Q: 3 clusters Score -2772471 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2772720.250000 Penalty: 3252.184082
	Iteration 9Q: 3 clusters Score -2772720 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2772943.750000 Penalty: 3252.184082
	Iteration 10Q: 3 clusters Score -2772944 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2773146.000000 Penalty: 3252.184082
	Iteration 11Q: 3 clusters Score -2773146 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2773314.750000 Penalty: 3252.184082
	Iteration 12Q: 3 clusters Score -2773315 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2773467.000000 Penalty: 3252.184082
	Iteration 13Q: 3 clusters Score -2773467 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2773654.750000 Penalty: 3252.184082
	Iteration 14Q: 3 clusters Score -2773655 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2773810.750000 Penalty: 3252.184082
	Iteration 15Q: 3 clusters Score -2773811 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2773937.250000 Penalty: 3252.184082
	Iteration 16Q: 3 clusters Score -2773937 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2774068.000000 Penalty: 3252.184082
	Iteration 17Q: 3 clusters Score -2774068 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2774163.750000 Penalty: 3252.184082
	Iteration 18Q: 3 clusters Score -2774164 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2774255.000000 Penalty: 3252.184082
	Iteration 19Q: 3 clusters Score -2774255 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2774345.000000 Penalty: 3252.184082
	Iteration 20F: 3 clusters Score -2774345 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2774429.500000 Penalty: 3252.184082
	Iteration 21Q: 3 clusters Score -2774430 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2774501.000000 Penalty: 3252.184082
	Iteration 22Q: 3 clusters Score -2774501 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2774570.750000 Penalty: 3252.184082
	Iteration 23Q: 3 clusters Score -2774571 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2774655.250000 Penalty: 3252.184082
	Iteration 24Q: 3 clusters Score -2774655 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2774726.250000 Penalty: 3252.184082
	Iteration 25Q: 3 clusters Score -2774726 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2774792.750000 Penalty: 3252.184082
	Iteration 26Q: 3 clusters Score -2774793 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2774853.000000 Penalty: 3252.184082
	Iteration 27Q: 3 clusters Score -2774853 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2774908.000000 Penalty: 3252.184082
	Iteration 28Q: 3 clusters Score -2774908 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2774982.000000 Penalty: 3252.184082
	Iteration 29Q: 3 clusters Score -2774982 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2775054.500000 Penalty: 3252.184082
	Iteration 30Q: 3 clusters Score -2775054 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2775124.000000 Penalty: 3252.184082
	Iteration 31Q: 3 clusters Score -2775124 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2775180.500000 Penalty: 3252.184082
	Iteration 32Q: 3 clusters Score -2775180 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2775259.500000 Penalty: 3252.184082
	Iteration 33Q: 3 clusters Score -2775260 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2775309.250000 Penalty: 3252.184082
	Iteration 34Q: 3 clusters Score -2775309 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2775362.000000 Penalty: 3252.184082
	Iteration 35Q: 3 clusters Score -2775362 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2775419.500000 Penalty: 3252.184082
	Iteration 36Q: 3 clusters Score -2775420 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2775458.500000 Penalty: 3252.184082
	Iteration 37Q: 3 clusters Score -2775458 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2775506.500000 Penalty: 3252.184082
	Iteration 38Q: 3 clusters Score -2775506 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2775539.000000 Penalty: 3252.184082
	Iteration 39Q: 3 clusters Score -2775539 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2775582.000000 Penalty: 3252.184082
	Iteration 40F: 3 clusters Score -2775582 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2775628.500000 Penalty: 3252.184082
	Iteration 41Q: 3 clusters Score -2775628 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2775672.000000 Penalty: 3252.184082
	Iteration 42Q: 3 clusters Score -2775672 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2775737.250000 Penalty: 3252.184082
	Iteration 43Q: 3 clusters Score -2775737 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2775786.000000 Penalty: 3252.184082
	Iteration 44Q: 3 clusters Score -2775786 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2775825.500000 Penalty: 3252.184082
	Iteration 45Q: 3 clusters Score -2775826 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2775882.500000 Penalty: 3252.184082
	Iteration 46Q: 3 clusters Score -2775882 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2775932.000000 Penalty: 3252.184082
	Iteration 47Q: 3 clusters Score -2775932 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2775983.250000 Penalty: 3252.184082
	Iteration 48Q: 3 clusters Score -2775983 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2776022.500000 Penalty: 3252.184082
	Iteration 49Q: 3 clusters Score -2776022 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2776042.500000 Penalty: 3252.184082
	Iteration 50Q: 3 clusters Score -2776042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2776071.000000 Penalty: 3252.184082
	Iteration 51Q: 3 clusters Score -2776071 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2776092.250000 Penalty: 3252.184082
	Iteration 52Q: 3 clusters Score -2776092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2776108.250000 Penalty: 3252.184082
	Iteration 53Q: 3 clusters Score -2776108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2776123.750000 Penalty: 3252.184082
	Iteration 54Q: 3 clusters Score -2776124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2776143.000000 Penalty: 3252.184082
	Iteration 55Q: 3 clusters Score -2776143 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2776159.750000 Penalty: 3252.184082
	Iteration 56Q: 3 clusters Score -2776160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2776174.500000 Penalty: 3252.184082
	Iteration 57Q: 3 clusters Score -2776174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2776190.250000 Penalty: 3252.184082
	Iteration 58Q: 3 clusters Score -2776190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2776200.500000 Penalty: 3252.184082
	Iteration 59Q: 3 clusters Score -2776200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2776210.000000 Penalty: 3252.184082
	Iteration 60F: 3 clusters Score -2776210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2776215.250000 Penalty: 3252.184082
	Iteration 61Q: 3 clusters Score -2776215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2776226.500000 Penalty: 3252.184082
	Iteration 62Q: 3 clusters Score -2776226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2776229.250000 Penalty: 3252.184082
	Iteration 63Q: 3 clusters Score -2776229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2776238.500000 Penalty: 3252.184082
	Iteration 64Q: 3 clusters Score -2776238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2776245.000000 Penalty: 3252.184082
	Iteration 65Q: 3 clusters Score -2776245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2776249.750000 Penalty: 3252.184082
	Iteration 66Q: 3 clusters Score -2776250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2776259.750000 Penalty: 3252.184082
	Iteration 67Q: 3 clusters Score -2776260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2776266.500000 Penalty: 3252.184082
	Iteration 68Q: 3 clusters Score -2776266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2776273.500000 Penalty: 3252.184082
	Iteration 69Q: 3 clusters Score -2776274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2776283.250000 Penalty: 3252.184082
	Iteration 70Q: 3 clusters Score -2776283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2776284.000000 Penalty: 3252.184082
	Iteration 71Q: 3 clusters Score -2776284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2776285.250000 Penalty: 3252.184082
	Iteration 72Q: 3 clusters Score -2776285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2776284.000000 Penalty: 3252.184082
	Iteration 73Q: 3 clusters Score -2776284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2776292.250000 Penalty: 3252.184082
	Iteration 74Q: 3 clusters Score -2776292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2776293.000000 Penalty: 3252.184082
	Iteration 75Q: 3 clusters Score -2776293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2776294.750000 Penalty: 3252.184082
	Iteration 76Q: 3 clusters Score -2776295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2776295.500000 Penalty: 3252.184082
	Iteration 77Q: 3 clusters Score -2776296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2776296.000000 Penalty: 3252.184082
	Iteration 78Q: 3 clusters Score -2776296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2776296.250000 Penalty: 3252.184082
	Iteration 79Q: 3 clusters Score -2776296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2776300.750000 Penalty: 3252.184082
	Iteration 80F: 3 clusters Score -2776301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2776298.250000 Penalty: 3252.184082
	Iteration 81Q: 3 clusters Score -2776298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2776296.500000 Penalty: 3252.184082
	Iteration 82Q: 3 clusters Score -2776296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2776296.500000 Penalty: 3252.184082
	Iteration 83F: 3 clusters Score -2776296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Entering Unmasked Estep 
Score: -4238173.000000 Penalty: 1702.692017
	Iteration 0F: 2 clusters Score -4238173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -4214419.000000 Penalty: 3405.384033
	Iteration 0F: 3 clusters Score -4214419 nChanged 16378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -4223706.500000 Penalty: 3405.384033
	Iteration 1F: 3 clusters Score -4223706 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -4224217.500000 Penalty: 3405.384033
	Iteration 2Q: 3 clusters Score -4224218 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -4224695.000000 Penalty: 3405.384033
	Iteration 3Q: 3 clusters Score -4224695 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -4225227.500000 Penalty: 3405.384033
	Iteration 4Q: 3 clusters Score -4225228 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -4225780.500000 Penalty: 3405.384033
	Iteration 5Q: 3 clusters Score -4225780 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -4226444.000000 Penalty: 3405.384033
	Iteration 6Q: 3 clusters Score -4226444 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -4227173.500000 Penalty: 3405.384033
	Iteration 7Q: 3 clusters Score -4227174 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -4228111.000000 Penalty: 3405.384033
	Iteration 8Q: 3 clusters Score -4228111 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -4229113.500000 Penalty: 3405.384033
	Iteration 9Q: 3 clusters Score -4229114 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -4230105.000000 Penalty: 3405.384033
	Iteration 10Q: 3 clusters Score -4230105 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -4230923.000000 Penalty: 3405.384033
	Iteration 11Q: 3 clusters Score -4230923 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -4231471.000000 Penalty: 3405.384033
	Iteration 12Q: 3 clusters Score -4231471 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4231798.500000 Penalty: 3405.384033
	Iteration 13Q: 3 clusters Score -4231798 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -4232008.500000 Penalty: 3405.384033
	Iteration 14Q: 3 clusters Score -4232008 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -4232132.500000 Penalty: 3405.384033
	Iteration 15Q: 3 clusters Score -4232132 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -4232225.000000 Penalty: 3405.384033
	Iteration 16Q: 3 clusters Score -4232225 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -4232299.000000 Penalty: 3405.384033
	Iteration 17Q: 3 clusters Score -4232299 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -4232363.000000 Penalty: 3405.384033
	Iteration 18Q: 3 clusters Score -4232363 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -4232441.000000 Penalty: 3405.384033
	Iteration 19Q: 3 clusters Score -4232441 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -4232512.000000 Penalty: 3405.384033
	Iteration 20F: 3 clusters Score -4232512 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -4232577.000000 Penalty: 3405.384033
	Iteration 21Q: 3 clusters Score -4232577 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -4232668.000000 Penalty: 3405.384033
	Iteration 22Q: 3 clusters Score -4232668 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -4232739.500000 Penalty: 3405.384033
	Iteration 23Q: 3 clusters Score -4232740 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -4232828.000000 Penalty: 3405.384033
	Iteration 24Q: 3 clusters Score -4232828 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -4232934.000000 Penalty: 3405.384033
	Iteration 25Q: 3 clusters Score -4232934 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -4233012.500000 Penalty: 3405.384033
	Iteration 26Q: 3 clusters Score -4233012 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -4233103.000000 Penalty: 3405.384033
	Iteration 27Q: 3 clusters Score -4233103 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -4233195.000000 Penalty: 3405.384033
	Iteration 28Q: 3 clusters Score -4233195 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -4233292.500000 Penalty: 3405.384033
	Iteration 29Q: 3 clusters Score -4233292 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -4233391.500000 Penalty: 3405.384033
	Iteration 30Q: 3 clusters Score -4233392 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -4233528.500000 Penalty: 3405.384033
	Iteration 31Q: 3 clusters Score -4233528 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -4233669.500000 Penalty: 3405.384033
	Iteration 32Q: 3 clusters Score -4233670 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -4233814.000000 Penalty: 3405.384033
	Iteration 33Q: 3 clusters Score -4233814 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -4233951.000000 Penalty: 3405.384033
	Iteration 34Q: 3 clusters Score -4233951 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -4234095.500000 Penalty: 3405.384033
	Iteration 35Q: 3 clusters Score -4234096 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -4234263.000000 Penalty: 3405.384033
	Iteration 36Q: 3 clusters Score -4234263 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -4234465.500000 Penalty: 3405.384033
	Iteration 37Q: 3 clusters Score -4234466 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -4234653.500000 Penalty: 3405.384033
	Iteration 38Q: 3 clusters Score -4234654 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -4234853.500000 Penalty: 3405.384033
	Iteration 39Q: 3 clusters Score -4234854 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -4235034.500000 Penalty: 3405.384033
	Iteration 40F: 3 clusters Score -4235034 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -4235220.000000 Penalty: 3405.384033
	Iteration 41Q: 3 clusters Score -4235220 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -4235371.000000 Penalty: 3405.384033
	Iteration 42Q: 3 clusters Score -4235371 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -4235547.000000 Penalty: 3405.384033
	Iteration 43Q: 3 clusters Score -4235547 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -4235701.500000 Penalty: 3405.384033
	Iteration 44Q: 3 clusters Score -4235702 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -4235856.500000 Penalty: 3405.384033
	Iteration 45Q: 3 clusters Score -4235856 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -4236025.000000 Penalty: 3405.384033
	Iteration 46Q: 3 clusters Score -4236025 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -4236159.000000 Penalty: 3405.384033
	Iteration 47Q: 3 clusters Score -4236159 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -4236281.500000 Penalty: 3405.384033
	Iteration 48Q: 3 clusters Score -4236282 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -4236377.000000 Penalty: 3405.384033
	Iteration 49Q: 3 clusters Score -4236377 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -4236490.000000 Penalty: 3405.384033
	Iteration 50Q: 3 clusters Score -4236490 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -4236581.500000 Penalty: 3405.384033
	Iteration 51Q: 3 clusters Score -4236582 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -4236635.000000 Penalty: 3405.384033
	Iteration 52Q: 3 clusters Score -4236635 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -4236695.500000 Penalty: 3405.384033
	Iteration 53Q: 3 clusters Score -4236696 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -4236744.500000 Penalty: 3405.384033
	Iteration 54Q: 3 clusters Score -4236744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -4236781.000000 Penalty: 3405.384033
	Iteration 55Q: 3 clusters Score -4236781 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -4236811.000000 Penalty: 3405.384033
	Iteration 56Q: 3 clusters Score -4236811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -4236838.500000 Penalty: 3405.384033
	Iteration 57Q: 3 clusters Score -4236838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -4236855.500000 Penalty: 3405.384033
	Iteration 58Q: 3 clusters Score -4236856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -4236868.000000 Penalty: 3405.384033
	Iteration 59Q: 3 clusters Score -4236868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -4236876.000000 Penalty: 3405.384033
	Iteration 60F: 3 clusters Score -4236876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -4236883.500000 Penalty: 3405.384033
	Iteration 61Q: 3 clusters Score -4236884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -4236890.500000 Penalty: 3405.384033
	Iteration 62Q: 3 clusters Score -4236890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -4236898.000000 Penalty: 3405.384033
	Iteration 63Q: 3 clusters Score -4236898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -4236908.500000 Penalty: 3405.384033
	Iteration 64Q: 3 clusters Score -4236908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -4236907.000000 Penalty: 3405.384033
	Iteration 65Q: 3 clusters Score -4236907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -4236909.000000 Penalty: 3405.384033
	Iteration 66Q: 3 clusters Score -4236909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -4236918.500000 Penalty: 3405.384033
	Iteration 67Q: 3 clusters Score -4236918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4236924.000000 Penalty: 3405.384033
	Iteration 68Q: 3 clusters Score -4236924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -4236927.500000 Penalty: 3405.384033
	Iteration 69Q: 3 clusters Score -4236928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -4236925.000000 Penalty: 3405.384033
	Iteration 70Q: 3 clusters Score -4236925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -4236927.500000 Penalty: 3405.384033
	Iteration 71Q: 3 clusters Score -4236928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -4236930.000000 Penalty: 3405.384033
	Iteration 72Q: 3 clusters Score -4236930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -4236934.500000 Penalty: 3405.384033
	Iteration 73Q: 3 clusters Score -4236934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -4236939.000000 Penalty: 3405.384033
	Iteration 74Q: 3 clusters Score -4236939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -4236941.000000 Penalty: 3405.384033
	Iteration 75Q: 3 clusters Score -4236941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -4236939.000000 Penalty: 3405.384033
	Iteration 76Q: 3 clusters Score -4236939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -4236939.000000 Penalty: 3405.384033
	Iteration 77Q: 3 clusters Score -4236939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4236940.500000 Penalty: 3405.384033
	Iteration 78Q: 3 clusters Score -4236940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4236940.500000 Penalty: 3405.384033
	Iteration 79F: 3 clusters Score -4236940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Entering Unmasked Estep 
Score: -664844.500000 Penalty: 1398.642944
	Iteration 0F: 2 clusters Score -664844.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -660583.312500 Penalty: 2797.285889
	Iteration 0F: 3 clusters Score -660583.3 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -661864.312500 Penalty: 2797.285889
	Iteration 1F: 3 clusters Score -661864.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -662082.562500 Penalty: 2797.285889
	Iteration 2F: 3 clusters Score -662082.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -662248.312500 Penalty: 2797.285889
	Iteration 3F: 3 clusters Score -662248.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -662382.812500 Penalty: 2797.285889
	Iteration 4Q: 3 clusters Score -662382.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -662514.937500 Penalty: 2797.285889
	Iteration 5Q: 3 clusters Score -662514.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -662657.875000 Penalty: 2797.285889
	Iteration 6Q: 3 clusters Score -662657.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -662817.500000 Penalty: 2797.285889
	Iteration 7Q: 3 clusters Score -662817.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -662955.500000 Penalty: 2797.285889
	Iteration 8Q: 3 clusters Score -662955.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -663103.625000 Penalty: 2797.285889
	Iteration 9Q: 3 clusters Score -663103.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -663279.875000 Penalty: 2797.285889
	Iteration 10Q: 3 clusters Score -663279.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -663426.750000 Penalty: 2797.285889
	Iteration 11Q: 3 clusters Score -663426.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -663558.062500 Penalty: 2797.285889
	Iteration 12Q: 3 clusters Score -663558.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -663653.125000 Penalty: 2797.285889
	Iteration 13Q: 3 clusters Score -663653.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -663725.875000 Penalty: 2797.285889
	Iteration 14Q: 3 clusters Score -663725.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -663787.062500 Penalty: 2797.285889
	Iteration 15Q: 3 clusters Score -663787.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -663836.625000 Penalty: 2797.285889
	Iteration 16Q: 3 clusters Score -663836.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -663879.125000 Penalty: 2797.285889
	Iteration 17Q: 3 clusters Score -663879.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -663908.062500 Penalty: 2797.285889
	Iteration 18Q: 3 clusters Score -663908.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -663924.062500 Penalty: 2797.285889
	Iteration 19Q: 3 clusters Score -663924.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -663937.187500 Penalty: 2797.285889
	Iteration 20F: 3 clusters Score -663937.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -663948.437500 Penalty: 2797.285889
	Iteration 21Q: 3 clusters Score -663948.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -663956.187500 Penalty: 2797.285889
	Iteration 22Q: 3 clusters Score -663956.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -663960.312500 Penalty: 2797.285889
	Iteration 23Q: 3 clusters Score -663960.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -663965.812500 Penalty: 2797.285889
	Iteration 24Q: 3 clusters Score -663965.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -663971.375000 Penalty: 2797.285889
	Iteration 25Q: 3 clusters Score -663971.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -663981.187500 Penalty: 2797.285889
	Iteration 26Q: 3 clusters Score -663981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -663985.437500 Penalty: 2797.285889
	Iteration 27Q: 3 clusters Score -663985.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -663986.687500 Penalty: 2797.285889
	Iteration 28Q: 3 clusters Score -663986.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -663987.375000 Penalty: 2797.285889
	Iteration 29Q: 3 clusters Score -663987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -663987.375000 Penalty: 2797.285889
	Iteration 30Q: 3 clusters Score -663987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -663987.625000 Penalty: 2797.285889
	Iteration 31Q: 3 clusters Score -663987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -663989.500000 Penalty: 2797.285889
	Iteration 32Q: 3 clusters Score -663989.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -663989.500000 Penalty: 2797.285889
	Iteration 33F: 3 clusters Score -663989.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -46560.316406 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -46560.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45612.632812 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -45612.63 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45818.285156 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -45818.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45879.695312 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -45879.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45924.769531 Penalty: 1995.462402
	Iteration 3Q: 3 clusters Score -45924.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45981.078125 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -45981.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46046.199219 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -46046.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46069.152344 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -46069.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46100.800781 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -46100.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46108.125000 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -46108.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46113.382812 Penalty: 1995.462402
	Iteration 9Q: 3 clusters Score -46113.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46114.367188 Penalty: 1995.462402
	Iteration 10Q: 3 clusters Score -46114.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46114.367188 Penalty: 1995.462402
	Iteration 11F: 3 clusters Score -46114.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Entering Unmasked Estep 
Score: -5946225.000000 Penalty: 1745.077271
	Iteration 0F: 2 clusters Score -5946225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -5915327.000000 Penalty: 3490.154541
	Iteration 0F: 3 clusters Score -5915327 nChanged 21462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -5928489.500000 Penalty: 3490.154541
	Iteration 1F: 3 clusters Score -5928490 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -5929614.000000 Penalty: 3490.154541
	Iteration 2F: 3 clusters Score -5929614 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -5931252.000000 Penalty: 3490.154541
	Iteration 3F: 3 clusters Score -5931252 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -5933518.500000 Penalty: 3490.154541
	Iteration 4F: 3 clusters Score -5933518 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -5936182.500000 Penalty: 3490.154541
	Iteration 5F: 3 clusters Score -5936182 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5938876.500000 Penalty: 3490.154541
	Iteration 6F: 3 clusters Score -5938876 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -5941090.500000 Penalty: 3490.154541
	Iteration 7F: 3 clusters Score -5941090 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -5942629.000000 Penalty: 3490.154541
	Iteration 8Q: 3 clusters Score -5942629 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -5943488.000000 Penalty: 3490.154541
	Iteration 9Q: 3 clusters Score -5943488 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -5944002.500000 Penalty: 3490.154541
	Iteration 10Q: 3 clusters Score -5944002 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -5944284.000000 Penalty: 3490.154541
	Iteration 11Q: 3 clusters Score -5944284 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -5944444.000000 Penalty: 3490.154541
	Iteration 12Q: 3 clusters Score -5944444 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -5944524.000000 Penalty: 3490.154541
	Iteration 13Q: 3 clusters Score -5944524 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -5944559.500000 Penalty: 3490.154541
	Iteration 14Q: 3 clusters Score -5944560 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -5944595.000000 Penalty: 3490.154541
	Iteration 15Q: 3 clusters Score -5944595 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -5944628.000000 Penalty: 3490.154541
	Iteration 16Q: 3 clusters Score -5944628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -5944641.000000 Penalty: 3490.154541
	Iteration 17Q: 3 clusters Score -5944641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -5944668.500000 Penalty: 3490.154541
	Iteration 18Q: 3 clusters Score -5944668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -5944693.500000 Penalty: 3490.154541
	Iteration 19Q: 3 clusters Score -5944694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -5944704.000000 Penalty: 3490.154541
	Iteration 20F: 3 clusters Score -5944704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -5944696.000000 Penalty: 3490.154541
	Iteration 21Q: 3 clusters Score -5944696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -5944696.000000 Penalty: 3490.154541
	Iteration 22Q: 3 clusters Score -5944696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -5944698.500000 Penalty: 3490.154541
	Iteration 23Q: 3 clusters Score -5944698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -5944707.000000 Penalty: 3490.154541
	Iteration 24Q: 3 clusters Score -5944707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -5944706.500000 Penalty: 3490.154541
	Iteration 25Q: 3 clusters Score -5944706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -5944700.500000 Penalty: 3490.154541
	Iteration 26Q: 3 clusters Score -5944700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -5944703.000000 Penalty: 3490.154541
	Iteration 27Q: 3 clusters Score -5944703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -5944702.500000 Penalty: 3490.154541
	Iteration 28Q: 3 clusters Score -5944702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -5944712.000000 Penalty: 3490.154541
	Iteration 29Q: 3 clusters Score -5944712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -5944707.500000 Penalty: 3490.154541
	Iteration 30Q: 3 clusters Score -5944708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -5944710.500000 Penalty: 3490.154541
	Iteration 31Q: 3 clusters Score -5944710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -5944705.500000 Penalty: 3490.154541
	Iteration 32Q: 3 clusters Score -5944706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -5944714.000000 Penalty: 3490.154541
	Iteration 33Q: 3 clusters Score -5944714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -5944708.500000 Penalty: 3490.154541
	Iteration 34Q: 3 clusters Score -5944708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -5944709.500000 Penalty: 3490.154541
	Iteration 35Q: 3 clusters Score -5944710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -5944713.500000 Penalty: 3490.154541
	Iteration 36Q: 3 clusters Score -5944714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -5944713.500000 Penalty: 3490.154541
	Iteration 37F: 3 clusters Score -5944714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Entering Unmasked Estep 
Score: -6198641.500000 Penalty: 1754.927612
	Iteration 0F: 2 clusters Score -6198642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -6165849.500000 Penalty: 3509.855225
	Iteration 0F: 3 clusters Score -6165850 nChanged 22917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -6179619.000000 Penalty: 3509.855225
	Iteration 1F: 3 clusters Score -6179619 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -6181118.500000 Penalty: 3509.855225
	Iteration 2F: 3 clusters Score -6181118 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -6183121.500000 Penalty: 3509.855225
	Iteration 3F: 3 clusters Score -6183122 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -6185678.000000 Penalty: 3509.855225
	Iteration 4F: 3 clusters Score -6185678 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -6188030.500000 Penalty: 3509.855225
	Iteration 5F: 3 clusters Score -6188030 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -6190020.000000 Penalty: 3509.855225
	Iteration 6F: 3 clusters Score -6190020 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -6191839.500000 Penalty: 3509.855225
	Iteration 7Q: 3 clusters Score -6191840 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -6193409.500000 Penalty: 3509.855225
	Iteration 8Q: 3 clusters Score -6193410 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -6194452.000000 Penalty: 3509.855225
	Iteration 9Q: 3 clusters Score -6194452 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -6194903.000000 Penalty: 3509.855225
	Iteration 10Q: 3 clusters Score -6194903 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 33064 members 
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Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 38867 members 
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Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 39421 members 
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Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8700 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8545 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7921 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7605 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7299 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7215 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7123 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7020 members 
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Mstep: Class 1 contains 6971 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6924 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6869 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6816 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6196900 nChanged 64
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Mstep: Class 1 contains 6754 members 
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	Iteration 61Q: 3 clusters Score -6196898 nChanged 58
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	Iteration 62Q: 3 clusters Score -6196919 nChanged 61
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Mstep: Class 1 contains 6639 members 
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	Iteration 63Q: 3 clusters Score -6196924 nChanged 56
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Mstep: Class 1 contains 6583 members 
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Mstep: Class 1 contains 6430 members 
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Mstep: Class 1 contains 6368 members 
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Mstep: Class 1 contains 6149 members 
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	Iteration 71Q: 3 clusters Score -6197002 nChanged 81
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Mstep: Class 1 contains 6070 members 
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Mstep: Class 1 contains 5993 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5927 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5864 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5738 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5647 members 
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Mstep: Class 1 contains 5600 members 
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Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -6197420.500000 Penalty: 3509.855225
	Iteration 104Q: 3 clusters Score -6197420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -6197408.500000 Penalty: 3509.855225
	Iteration 105Q: 3 clusters Score -6197408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -6197424.000000 Penalty: 3509.855225
	Iteration 106Q: 3 clusters Score -6197424 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -6197422.500000 Penalty: 3509.855225
	Iteration 107Q: 3 clusters Score -6197422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -6197426.000000 Penalty: 3509.855225
	Iteration 108Q: 3 clusters Score -6197426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -6197431.500000 Penalty: 3509.855225
	Iteration 109Q: 3 clusters Score -6197432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -6197427.000000 Penalty: 3509.855225
	Iteration 110Q: 3 clusters Score -6197427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -6197433.000000 Penalty: 3509.855225
	Iteration 111Q: 3 clusters Score -6197433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -6197434.500000 Penalty: 3509.855225
	Iteration 112Q: 3 clusters Score -6197434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -6197439.500000 Penalty: 3509.855225
	Iteration 113Q: 3 clusters Score -6197440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -6197440.000000 Penalty: 3509.855225
	Iteration 114Q: 3 clusters Score -6197440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -6197453.000000 Penalty: 3509.855225
	Iteration 115Q: 3 clusters Score -6197453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -6197455.500000 Penalty: 3509.855225
	Iteration 116Q: 3 clusters Score -6197456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -6197458.500000 Penalty: 3509.855225
	Iteration 117Q: 3 clusters Score -6197458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -6197472.000000 Penalty: 3509.855225
	Iteration 118Q: 3 clusters Score -6197472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -6197468.000000 Penalty: 3509.855225
	Iteration 119Q: 3 clusters Score -6197468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -6197475.000000 Penalty: 3509.855225
	Iteration 120F: 3 clusters Score -6197475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -6197475.000000 Penalty: 3509.855225
	Iteration 121Q: 3 clusters Score -6197475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -6197477.500000 Penalty: 3509.855225
	Iteration 122Q: 3 clusters Score -6197478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -6197470.000000 Penalty: 3509.855225
	Iteration 123Q: 3 clusters Score -6197470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -6197472.500000 Penalty: 3509.855225
	Iteration 124Q: 3 clusters Score -6197472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -6197476.500000 Penalty: 3509.855225
	Iteration 125Q: 3 clusters Score -6197476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -6197471.500000 Penalty: 3509.855225
	Iteration 126Q: 3 clusters Score -6197472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -6197472.500000 Penalty: 3509.855225
	Iteration 127Q: 3 clusters Score -6197472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -6197479.500000 Penalty: 3509.855225
	Iteration 128Q: 3 clusters Score -6197480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -6197469.000000 Penalty: 3509.855225
	Iteration 129Q: 3 clusters Score -6197469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -6197473.000000 Penalty: 3509.855225
	Iteration 130Q: 3 clusters Score -6197473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -6197469.000000 Penalty: 3509.855225
	Iteration 131Q: 3 clusters Score -6197469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -6197470.000000 Penalty: 3509.855225
	Iteration 132Q: 3 clusters Score -6197470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -6197472.500000 Penalty: 3509.855225
	Iteration 133Q: 3 clusters Score -6197472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -6197467.500000 Penalty: 3509.855225
	Iteration 134Q: 3 clusters Score -6197468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -6197478.000000 Penalty: 3509.855225
	Iteration 135Q: 3 clusters Score -6197478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -6197485.000000 Penalty: 3509.855225
	Iteration 136Q: 3 clusters Score -6197485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -6197484.500000 Penalty: 3509.855225
	Iteration 137Q: 3 clusters Score -6197484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -6197485.000000 Penalty: 3509.855225
	Iteration 138Q: 3 clusters Score -6197485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -6197482.500000 Penalty: 3509.855225
	Iteration 139Q: 3 clusters Score -6197482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -6197483.000000 Penalty: 3509.855225
	Iteration 140F: 3 clusters Score -6197483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -6197479.500000 Penalty: 3509.855225
	Iteration 141Q: 3 clusters Score -6197480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -6197473.500000 Penalty: 3509.855225
	Iteration 142Q: 3 clusters Score -6197474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -6197463.000000 Penalty: 3509.855225
	Iteration 143Q: 3 clusters Score -6197463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -6197474.500000 Penalty: 3509.855225
	Iteration 144Q: 3 clusters Score -6197474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -6197483.500000 Penalty: 3509.855225
	Iteration 145Q: 3 clusters Score -6197484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -6197482.000000 Penalty: 3509.855225
	Iteration 146Q: 3 clusters Score -6197482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -6197491.500000 Penalty: 3509.855225
	Iteration 147Q: 3 clusters Score -6197492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -6197498.000000 Penalty: 3509.855225
	Iteration 148Q: 3 clusters Score -6197498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -6197504.500000 Penalty: 3509.855225
	Iteration 149Q: 3 clusters Score -6197504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -6197510.500000 Penalty: 3509.855225
	Iteration 150Q: 3 clusters Score -6197510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -6197510.000000 Penalty: 3509.855225
	Iteration 151Q: 3 clusters Score -6197510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -6197514.000000 Penalty: 3509.855225
	Iteration 152Q: 3 clusters Score -6197514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -6197509.500000 Penalty: 3509.855225
	Iteration 153Q: 3 clusters Score -6197510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -6197507.500000 Penalty: 3509.855225
	Iteration 154Q: 3 clusters Score -6197508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -6197511.500000 Penalty: 3509.855225
	Iteration 155Q: 3 clusters Score -6197512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -6197510.500000 Penalty: 3509.855225
	Iteration 156Q: 3 clusters Score -6197510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -6197507.500000 Penalty: 3509.855225
	Iteration 157Q: 3 clusters Score -6197508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -6197511.000000 Penalty: 3509.855225
	Iteration 158Q: 3 clusters Score -6197511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -6197511.500000 Penalty: 3509.855225
	Iteration 159Q: 3 clusters Score -6197512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -6197511.500000 Penalty: 3509.855225
	Iteration 160F: 3 clusters Score -6197512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -692261.187500 Penalty: 1400.679932
	Iteration 0F: 2 clusters Score -692261.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -687977.000000 Penalty: 2801.359863
	Iteration 0F: 3 clusters Score -687977 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -689325.375000 Penalty: 2801.359863
	Iteration 1F: 3 clusters Score -689325.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -689499.500000 Penalty: 2801.359863
	Iteration 2F: 3 clusters Score -689499.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -689618.812500 Penalty: 2801.359863
	Iteration 3Q: 3 clusters Score -689618.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -689728.750000 Penalty: 2801.359863
	Iteration 4Q: 3 clusters Score -689728.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -689815.562500 Penalty: 2801.359863
	Iteration 5Q: 3 clusters Score -689815.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -689900.687500 Penalty: 2801.359863
	Iteration 6Q: 3 clusters Score -689900.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -689994.937500 Penalty: 2801.359863
	Iteration 7Q: 3 clusters Score -689994.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -690097.687500 Penalty: 2801.359863
	Iteration 8Q: 3 clusters Score -690097.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -690185.312500 Penalty: 2801.359863
	Iteration 9Q: 3 clusters Score -690185.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -690267.500000 Penalty: 2801.359863
	Iteration 10Q: 3 clusters Score -690267.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -690330.250000 Penalty: 2801.359863
	Iteration 11Q: 3 clusters Score -690330.2 nChanged 134
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: -690394.125000 Penalty: 2801.359863
	Iteration 12Q: 3 clusters Score -690394.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -690453.937500 Penalty: 2801.359863
	Iteration 13Q: 3 clusters Score -690453.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -690509.562500 Penalty: 2801.359863
	Iteration 14Q: 3 clusters Score -690509.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -690561.062500 Penalty: 2801.359863
	Iteration 15Q: 3 clusters Score -690561.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -690598.437500 Penalty: 2801.359863
	Iteration 16Q: 3 clusters Score -690598.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -690633.750000 Penalty: 2801.359863
	Iteration 17Q: 3 clusters Score -690633.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -690659.812500 Penalty: 2801.359863
	Iteration 18Q: 3 clusters Score -690659.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -690684.687500 Penalty: 2801.359863
	Iteration 19Q: 3 clusters Score -690684.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -690696.375000 Penalty: 2801.359863
	Iteration 20F: 3 clusters Score -690696.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -690711.125000 Penalty: 2801.359863
	Iteration 21Q: 3 clusters Score -690711.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -690722.500000 Penalty: 2801.359863
	Iteration 22Q: 3 clusters Score -690722.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -690735.625000 Penalty: 2801.359863
	Iteration 23Q: 3 clusters Score -690735.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -690745.062500 Penalty: 2801.359863
	Iteration 24Q: 3 clusters Score -690745.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -690750.125000 Penalty: 2801.359863
	Iteration 25Q: 3 clusters Score -690750.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -690754.937500 Penalty: 2801.359863
	Iteration 26Q: 3 clusters Score -690754.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -690762.312500 Penalty: 2801.359863
	Iteration 27Q: 3 clusters Score -690762.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -690770.812500 Penalty: 2801.359863
	Iteration 28Q: 3 clusters Score -690770.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -690777.687500 Penalty: 2801.359863
	Iteration 29Q: 3 clusters Score -690777.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -690781.250000 Penalty: 2801.359863
	Iteration 30Q: 3 clusters Score -690781.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -690787.250000 Penalty: 2801.359863
	Iteration 31Q: 3 clusters Score -690787.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -690792.437500 Penalty: 2801.359863
	Iteration 32Q: 3 clusters Score -690792.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -690801.250000 Penalty: 2801.359863
	Iteration 33Q: 3 clusters Score -690801.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -690807.437500 Penalty: 2801.359863
	Iteration 34Q: 3 clusters Score -690807.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -690813.375000 Penalty: 2801.359863
	Iteration 35Q: 3 clusters Score -690813.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -690817.937500 Penalty: 2801.359863
	Iteration 36Q: 3 clusters Score -690817.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -690821.000000 Penalty: 2801.359863
	Iteration 37Q: 3 clusters Score -690821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -690822.875000 Penalty: 2801.359863
	Iteration 38Q: 3 clusters Score -690822.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -690823.937500 Penalty: 2801.359863
	Iteration 39Q: 3 clusters Score -690823.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -690823.750000 Penalty: 2801.359863
	Iteration 40F: 3 clusters Score -690823.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -690824.625000 Penalty: 2801.359863
	Iteration 41Q: 3 clusters Score -690824.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -690825.937500 Penalty: 2801.359863
	Iteration 42Q: 3 clusters Score -690825.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -690826.000000 Penalty: 2801.359863
	Iteration 43Q: 3 clusters Score -690826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -690828.375000 Penalty: 2801.359863
	Iteration 44Q: 3 clusters Score -690828.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -690829.375000 Penalty: 2801.359863
	Iteration 45Q: 3 clusters Score -690829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -690830.312500 Penalty: 2801.359863
	Iteration 46Q: 3 clusters Score -690830.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -690831.625000 Penalty: 2801.359863
	Iteration 47Q: 3 clusters Score -690831.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -690832.500000 Penalty: 2801.359863
	Iteration 48Q: 3 clusters Score -690832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -690834.000000 Penalty: 2801.359863
	Iteration 49Q: 3 clusters Score -690834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -690834.750000 Penalty: 2801.359863
	Iteration 50Q: 3 clusters Score -690834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -690836.125000 Penalty: 2801.359863
	Iteration 51Q: 3 clusters Score -690836.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -690837.625000 Penalty: 2801.359863
	Iteration 52Q: 3 clusters Score -690837.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -690837.750000 Penalty: 2801.359863
	Iteration 53Q: 3 clusters Score -690837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -690837.812500 Penalty: 2801.359863
	Iteration 54Q: 3 clusters Score -690837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -690836.375000 Penalty: 2801.359863
	Iteration 55Q: 3 clusters Score -690836.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -690837.875000 Penalty: 2801.359863
	Iteration 56Q: 3 clusters Score -690837.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -690837.687500 Penalty: 2801.359863
	Iteration 57Q: 3 clusters Score -690837.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -690837.500000 Penalty: 2801.359863
	Iteration 58Q: 3 clusters Score -690837.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -690839.312500 Penalty: 2801.359863
	Iteration 59Q: 3 clusters Score -690839.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -690839.375000 Penalty: 2801.359863
	Iteration 60F: 3 clusters Score -690839.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -18422.726562 Penalty: 853.494446
	Iteration 0F: 2 clusters Score -18422.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17855.283203 Penalty: 1706.988892
	Iteration 0F: 3 clusters Score -17855.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17962.810547 Penalty: 1706.988892
	Iteration 1F: 3 clusters Score -17962.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17989.542969 Penalty: 1706.988892
	Iteration 2F: 3 clusters Score -17989.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18007.582031 Penalty: 1706.988892
	Iteration 3Q: 3 clusters Score -18007.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -18026.925781 Penalty: 1706.988892
	Iteration 4Q: 3 clusters Score -18026.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -18042.363281 Penalty: 1706.988892
	Iteration 5Q: 3 clusters Score -18042.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -18062.929688 Penalty: 1706.988892
	Iteration 6Q: 3 clusters Score -18062.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -18077.953125 Penalty: 1706.988892
	Iteration 7Q: 3 clusters Score -18077.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -18086.117188 Penalty: 1706.988892
	Iteration 8Q: 3 clusters Score -18086.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -18097.052734 Penalty: 1706.988892
	Iteration 9Q: 3 clusters Score -18097.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -18108.453125 Penalty: 1706.988892
	Iteration 10Q: 3 clusters Score -18108.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -18130.642578 Penalty: 1706.988892
	Iteration 11Q: 3 clusters Score -18130.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -18134.919922 Penalty: 1706.988892
	Iteration 12Q: 3 clusters Score -18134.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -18138.683594 Penalty: 1706.988892
	Iteration 13Q: 3 clusters Score -18138.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -18140.517578 Penalty: 1706.988892
	Iteration 14Q: 3 clusters Score -18140.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -18140.517578 Penalty: 1706.988892
	Iteration 15F: 3 clusters Score -18140.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Entering Unmasked Estep 
Score: -692189.687500 Penalty: 1398.464600
	Iteration 0F: 2 clusters Score -692189.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -687948.250000 Penalty: 2796.929199
	Iteration 0F: 3 clusters Score -687948.2 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -689195.562500 Penalty: 2796.929199
	Iteration 1F: 3 clusters Score -689195.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -689502.375000 Penalty: 2796.929199
	Iteration 2F: 3 clusters Score -689502.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -689794.812500 Penalty: 2796.929199
	Iteration 3F: 3 clusters Score -689794.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -690102.625000 Penalty: 2796.929199
	Iteration 4F: 3 clusters Score -690102.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -690382.562500 Penalty: 2796.929199
	Iteration 5F: 3 clusters Score -690382.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -690598.437500 Penalty: 2796.929199
	Iteration 6Q: 3 clusters Score -690598.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -690734.437500 Penalty: 2796.929199
	Iteration 7Q: 3 clusters Score -690734.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -690818.812500 Penalty: 2796.929199
	Iteration 8Q: 3 clusters Score -690818.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -690875.937500 Penalty: 2796.929199
	Iteration 9Q: 3 clusters Score -690875.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -690911.125000 Penalty: 2796.929199
	Iteration 10Q: 3 clusters Score -690911.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -690931.000000 Penalty: 2796.929199
	Iteration 11Q: 3 clusters Score -690931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -690945.625000 Penalty: 2796.929199
	Iteration 12Q: 3 clusters Score -690945.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -690956.750000 Penalty: 2796.929199
	Iteration 13Q: 3 clusters Score -690956.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -690966.437500 Penalty: 2796.929199
	Iteration 14Q: 3 clusters Score -690966.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -690975.500000 Penalty: 2796.929199
	Iteration 15Q: 3 clusters Score -690975.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -690980.937500 Penalty: 2796.929199
	Iteration 16Q: 3 clusters Score -690980.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -690986.062500 Penalty: 2796.929199
	Iteration 17Q: 3 clusters Score -690986.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -690991.750000 Penalty: 2796.929199
	Iteration 18Q: 3 clusters Score -690991.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -690995.875000 Penalty: 2796.929199
	Iteration 19Q: 3 clusters Score -690995.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -691000.812500 Penalty: 2796.929199
	Iteration 20F: 3 clusters Score -691000.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -691000.437500 Penalty: 2796.929199
	Iteration 21Q: 3 clusters Score -691000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -691002.750000 Penalty: 2796.929199
	Iteration 22Q: 3 clusters Score -691002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -691003.812500 Penalty: 2796.929199
	Iteration 23Q: 3 clusters Score -691003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -691005.500000 Penalty: 2796.929199
	Iteration 24Q: 3 clusters Score -691005.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -691004.937500 Penalty: 2796.929199
	Iteration 25Q: 3 clusters Score -691004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -691006.875000 Penalty: 2796.929199
	Iteration 26Q: 3 clusters Score -691006.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -691007.062500 Penalty: 2796.929199
	Iteration 27Q: 3 clusters Score -691007.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -691006.562500 Penalty: 2796.929199
	Iteration 28Q: 3 clusters Score -691006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -691006.062500 Penalty: 2796.929199
	Iteration 29Q: 3 clusters Score -691006.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -691007.312500 Penalty: 2796.929199
	Iteration 30Q: 3 clusters Score -691007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -691007.625000 Penalty: 2796.929199
	Iteration 31Q: 3 clusters Score -691007.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -691010.250000 Penalty: 2796.929199
	Iteration 32Q: 3 clusters Score -691010.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -691010.250000 Penalty: 2796.929199
	Iteration 33F: 3 clusters Score -691010.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Entering Unmasked Estep 
Score: -2159401.500000 Penalty: 1582.945679
	Iteration 0F: 2 clusters Score -2159402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2147711.750000 Penalty: 3165.891357
	Iteration 0F: 3 clusters Score -2147712 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2151792.250000 Penalty: 3165.891357
	Iteration 1F: 3 clusters Score -2151792 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2152132.000000 Penalty: 3165.891357
	Iteration 2F: 3 clusters Score -2152132 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2152459.000000 Penalty: 3165.891357
	Iteration 3Q: 3 clusters Score -2152459 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2152778.250000 Penalty: 3165.891357
	Iteration 4Q: 3 clusters Score -2152778 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2153089.750000 Penalty: 3165.891357
	Iteration 5Q: 3 clusters Score -2153090 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2153392.250000 Penalty: 3165.891357
	Iteration 6Q: 3 clusters Score -2153392 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2153728.250000 Penalty: 3165.891357
	Iteration 7Q: 3 clusters Score -2153728 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2154159.250000 Penalty: 3165.891357
	Iteration 8Q: 3 clusters Score -2154159 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2154688.250000 Penalty: 3165.891357
	Iteration 9Q: 3 clusters Score -2154688 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2155258.250000 Penalty: 3165.891357
	Iteration 10Q: 3 clusters Score -2155258 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2155845.000000 Penalty: 3165.891357
	Iteration 11Q: 3 clusters Score -2155845 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2156340.750000 Penalty: 3165.891357
	Iteration 12Q: 3 clusters Score -2156341 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2156694.250000 Penalty: 3165.891357
	Iteration 13Q: 3 clusters Score -2156694 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2156964.500000 Penalty: 3165.891357
	Iteration 14Q: 3 clusters Score -2156964 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2157129.750000 Penalty: 3165.891357
	Iteration 15Q: 3 clusters Score -2157130 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2157240.000000 Penalty: 3165.891357
	Iteration 16Q: 3 clusters Score -2157240 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2157328.750000 Penalty: 3165.891357
	Iteration 17Q: 3 clusters Score -2157329 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2157404.000000 Penalty: 3165.891357
	Iteration 18Q: 3 clusters Score -2157404 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2157456.750000 Penalty: 3165.891357
	Iteration 19Q: 3 clusters Score -2157457 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2157508.000000 Penalty: 3165.891357
	Iteration 20F: 3 clusters Score -2157508 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2157541.500000 Penalty: 3165.891357
	Iteration 21Q: 3 clusters Score -2157542 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2157566.750000 Penalty: 3165.891357
	Iteration 22Q: 3 clusters Score -2157567 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2157583.000000 Penalty: 3165.891357
	Iteration 23Q: 3 clusters Score -2157583 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2157614.000000 Penalty: 3165.891357
	Iteration 24Q: 3 clusters Score -2157614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2157637.250000 Penalty: 3165.891357
	Iteration 25Q: 3 clusters Score -2157637 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2157649.500000 Penalty: 3165.891357
	Iteration 26Q: 3 clusters Score -2157650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2157662.500000 Penalty: 3165.891357
	Iteration 27Q: 3 clusters Score -2157662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2157669.500000 Penalty: 3165.891357
	Iteration 28Q: 3 clusters Score -2157670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2157683.000000 Penalty: 3165.891357
	Iteration 29Q: 3 clusters Score -2157683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2157687.250000 Penalty: 3165.891357
	Iteration 30Q: 3 clusters Score -2157687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2157703.500000 Penalty: 3165.891357
	Iteration 31Q: 3 clusters Score -2157704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2157711.000000 Penalty: 3165.891357
	Iteration 32Q: 3 clusters Score -2157711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2157716.750000 Penalty: 3165.891357
	Iteration 33Q: 3 clusters Score -2157717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2157730.250000 Penalty: 3165.891357
	Iteration 34Q: 3 clusters Score -2157730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2157744.250000 Penalty: 3165.891357
	Iteration 35Q: 3 clusters Score -2157744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2157754.750000 Penalty: 3165.891357
	Iteration 36Q: 3 clusters Score -2157755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2157770.500000 Penalty: 3165.891357
	Iteration 37Q: 3 clusters Score -2157770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2157778.750000 Penalty: 3165.891357
	Iteration 38Q: 3 clusters Score -2157779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2157790.500000 Penalty: 3165.891357
	Iteration 39Q: 3 clusters Score -2157790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2157796.250000 Penalty: 3165.891357
	Iteration 40F: 3 clusters Score -2157796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2157805.750000 Penalty: 3165.891357
	Iteration 41Q: 3 clusters Score -2157806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2157815.000000 Penalty: 3165.891357
	Iteration 42Q: 3 clusters Score -2157815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2157821.750000 Penalty: 3165.891357
	Iteration 43Q: 3 clusters Score -2157822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2157829.000000 Penalty: 3165.891357
	Iteration 44Q: 3 clusters Score -2157829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2157827.500000 Penalty: 3165.891357
	Iteration 45Q: 3 clusters Score -2157828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2157835.000000 Penalty: 3165.891357
	Iteration 46Q: 3 clusters Score -2157835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2157838.250000 Penalty: 3165.891357
	Iteration 47Q: 3 clusters Score -2157838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2157843.500000 Penalty: 3165.891357
	Iteration 48Q: 3 clusters Score -2157844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2157845.500000 Penalty: 3165.891357
	Iteration 49Q: 3 clusters Score -2157846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2157847.250000 Penalty: 3165.891357
	Iteration 50Q: 3 clusters Score -2157847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2157855.000000 Penalty: 3165.891357
	Iteration 51Q: 3 clusters Score -2157855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2157860.500000 Penalty: 3165.891357
	Iteration 52Q: 3 clusters Score -2157860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2157865.750000 Penalty: 3165.891357
	Iteration 53Q: 3 clusters Score -2157866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2157872.250000 Penalty: 3165.891357
	Iteration 54Q: 3 clusters Score -2157872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2157878.000000 Penalty: 3165.891357
	Iteration 55Q: 3 clusters Score -2157878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2157884.250000 Penalty: 3165.891357
	Iteration 56Q: 3 clusters Score -2157884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2157884.250000 Penalty: 3165.891357
	Iteration 57Q: 3 clusters Score -2157884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2157900.500000 Penalty: 3165.891357
	Iteration 58Q: 3 clusters Score -2157900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2157912.750000 Penalty: 3165.891357
	Iteration 59Q: 3 clusters Score -2157913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2157921.000000 Penalty: 3165.891357
	Iteration 60F: 3 clusters Score -2157921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2157931.000000 Penalty: 3165.891357
	Iteration 61Q: 3 clusters Score -2157931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2157941.000000 Penalty: 3165.891357
	Iteration 62Q: 3 clusters Score -2157941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2157942.250000 Penalty: 3165.891357
	Iteration 63Q: 3 clusters Score -2157942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2157946.500000 Penalty: 3165.891357
	Iteration 64Q: 3 clusters Score -2157946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2157952.750000 Penalty: 3165.891357
	Iteration 65Q: 3 clusters Score -2157953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2157958.000000 Penalty: 3165.891357
	Iteration 66Q: 3 clusters Score -2157958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2157964.250000 Penalty: 3165.891357
	Iteration 67Q: 3 clusters Score -2157964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2157976.250000 Penalty: 3165.891357
	Iteration 68Q: 3 clusters Score -2157976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2157978.000000 Penalty: 3165.891357
	Iteration 69Q: 3 clusters Score -2157978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2157983.500000 Penalty: 3165.891357
	Iteration 70Q: 3 clusters Score -2157984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2157991.750000 Penalty: 3165.891357
	Iteration 71Q: 3 clusters Score -2157992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2157998.750000 Penalty: 3165.891357
	Iteration 72Q: 3 clusters Score -2157999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2158002.250000 Penalty: 3165.891357
	Iteration 73Q: 3 clusters Score -2158002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2158004.250000 Penalty: 3165.891357
	Iteration 74Q: 3 clusters Score -2158004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2158009.250000 Penalty: 3165.891357
	Iteration 75Q: 3 clusters Score -2158009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2158015.750000 Penalty: 3165.891357
	Iteration 76Q: 3 clusters Score -2158016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2158018.750000 Penalty: 3165.891357
	Iteration 77Q: 3 clusters Score -2158019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2158025.250000 Penalty: 3165.891357
	Iteration 78Q: 3 clusters Score -2158025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2158028.750000 Penalty: 3165.891357
	Iteration 79Q: 3 clusters Score -2158029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2158030.750000 Penalty: 3165.891357
	Iteration 80F: 3 clusters Score -2158031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2158035.500000 Penalty: 3165.891357
	Iteration 81Q: 3 clusters Score -2158036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2158037.250000 Penalty: 3165.891357
	Iteration 82Q: 3 clusters Score -2158037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2158037.750000 Penalty: 3165.891357
	Iteration 83Q: 3 clusters Score -2158038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2158036.500000 Penalty: 3165.891357
	Iteration 84Q: 3 clusters Score -2158036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2158036.500000 Penalty: 3165.891357
	Iteration 85F: 3 clusters Score -2158036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Entering Unmasked Estep 
Score: -297839.281250 Penalty: 1269.971191
	Iteration 0F: 2 clusters Score -297839.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -295456.500000 Penalty: 2539.942383
	Iteration 0F: 3 clusters Score -295456.5 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -296017.625000 Penalty: 2539.942383
	Iteration 1F: 3 clusters Score -296017.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -296189.781250 Penalty: 2539.942383
	Iteration 2F: 3 clusters Score -296189.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -296315.187500 Penalty: 2539.942383
	Iteration 3F: 3 clusters Score -296315.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -296435.968750 Penalty: 2539.942383
	Iteration 4F: 3 clusters Score -296436 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -296526.593750 Penalty: 2539.942383
	Iteration 5Q: 3 clusters Score -296526.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -296604.843750 Penalty: 2539.942383
	Iteration 6Q: 3 clusters Score -296604.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -296656.968750 Penalty: 2539.942383
	Iteration 7Q: 3 clusters Score -296657 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -296721.468750 Penalty: 2539.942383
	Iteration 8Q: 3 clusters Score -296721.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -296785.906250 Penalty: 2539.942383
	Iteration 9Q: 3 clusters Score -296785.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -296835.437500 Penalty: 2539.942383
	Iteration 10Q: 3 clusters Score -296835.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -296889.718750 Penalty: 2539.942383
	Iteration 11Q: 3 clusters Score -296889.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -296960.312500 Penalty: 2539.942383
	Iteration 12Q: 3 clusters Score -296960.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -297003.281250 Penalty: 2539.942383
	Iteration 13Q: 3 clusters Score -297003.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -297027.093750 Penalty: 2539.942383
	Iteration 14Q: 3 clusters Score -297027.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -297043.125000 Penalty: 2539.942383
	Iteration 15Q: 3 clusters Score -297043.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -297054.593750 Penalty: 2539.942383
	Iteration 16Q: 3 clusters Score -297054.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -297063.968750 Penalty: 2539.942383
	Iteration 17Q: 3 clusters Score -297064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -297074.406250 Penalty: 2539.942383
	Iteration 18Q: 3 clusters Score -297074.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -297082.843750 Penalty: 2539.942383
	Iteration 19Q: 3 clusters Score -297082.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -297089.718750 Penalty: 2539.942383
	Iteration 20F: 3 clusters Score -297089.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -297094.156250 Penalty: 2539.942383
	Iteration 21Q: 3 clusters Score -297094.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -297097.437500 Penalty: 2539.942383
	Iteration 22Q: 3 clusters Score -297097.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -297101.281250 Penalty: 2539.942383
	Iteration 23Q: 3 clusters Score -297101.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -297102.250000 Penalty: 2539.942383
	Iteration 24Q: 3 clusters Score -297102.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -297103.375000 Penalty: 2539.942383
	Iteration 25Q: 3 clusters Score -297103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -297104.125000 Penalty: 2539.942383
	Iteration 26Q: 3 clusters Score -297104.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -297104.125000 Penalty: 2539.942383
	Iteration 27F: 3 clusters Score -297104.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -40104.109375 Penalty: 957.840454
	Iteration 0F: 2 clusters Score -40104.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39207.371094 Penalty: 1915.680908
	Iteration 0F: 3 clusters Score -39207.37 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39397.765625 Penalty: 1915.680908
	Iteration 1F: 3 clusters Score -39397.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39461.410156 Penalty: 1915.680908
	Iteration 2F: 3 clusters Score -39461.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39492.316406 Penalty: 1915.680908
	Iteration 3Q: 3 clusters Score -39492.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39508.328125 Penalty: 1915.680908
	Iteration 4Q: 3 clusters Score -39508.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -39510.445312 Penalty: 1915.680908
	Iteration 5Q: 3 clusters Score -39510.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -39510.445312 Penalty: 1915.680908
	Iteration 6F: 3 clusters Score -39510.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Entering Unmasked Estep 
Score: -376364.468750 Penalty: 1322.564209
	Iteration 0F: 2 clusters Score -376364.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -373457.031250 Penalty: 2645.128418
	Iteration 0F: 3 clusters Score -373457 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -374611.843750 Penalty: 2645.128418
	Iteration 1F: 3 clusters Score -374611.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -375127.406250 Penalty: 2645.128418
	Iteration 2F: 3 clusters Score -375127.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -375517.000000 Penalty: 2645.128418
	Iteration 3F: 3 clusters Score -375517 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -375728.593750 Penalty: 2645.128418
	Iteration 4F: 3 clusters Score -375728.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -375849.781250 Penalty: 2645.128418
	Iteration 5Q: 3 clusters Score -375849.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -375919.093750 Penalty: 2645.128418
	Iteration 6Q: 3 clusters Score -375919.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -375957.781250 Penalty: 2645.128418
	Iteration 7Q: 3 clusters Score -375957.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -375991.875000 Penalty: 2645.128418
	Iteration 8Q: 3 clusters Score -375991.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -376019.250000 Penalty: 2645.128418
	Iteration 9Q: 3 clusters Score -376019.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -376037.343750 Penalty: 2645.128418
	Iteration 10Q: 3 clusters Score -376037.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -376053.218750 Penalty: 2645.128418
	Iteration 11Q: 3 clusters Score -376053.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -376064.062500 Penalty: 2645.128418
	Iteration 12Q: 3 clusters Score -376064.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -376070.875000 Penalty: 2645.128418
	Iteration 13Q: 3 clusters Score -376070.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -376078.156250 Penalty: 2645.128418
	Iteration 14Q: 3 clusters Score -376078.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -376085.343750 Penalty: 2645.128418
	Iteration 15Q: 3 clusters Score -376085.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -376090.937500 Penalty: 2645.128418
	Iteration 16Q: 3 clusters Score -376090.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -376092.968750 Penalty: 2645.128418
	Iteration 17Q: 3 clusters Score -376093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -376094.250000 Penalty: 2645.128418
	Iteration 18Q: 3 clusters Score -376094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -376096.156250 Penalty: 2645.128418
	Iteration 19Q: 3 clusters Score -376096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -376096.875000 Penalty: 2645.128418
	Iteration 20F: 3 clusters Score -376096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -376097.687500 Penalty: 2645.128418
	Iteration 21Q: 3 clusters Score -376097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -376098.406250 Penalty: 2645.128418
	Iteration 22Q: 3 clusters Score -376098.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -376098.406250 Penalty: 2645.128418
	Iteration 23F: 3 clusters Score -376098.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Entering Unmasked Estep 
Score: -384349.093750 Penalty: 1297.142578
	Iteration 0F: 2 clusters Score -384349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -381664.562500 Penalty: 2594.285156
	Iteration 0F: 3 clusters Score -381664.6 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -382309.500000 Penalty: 2594.285156
	Iteration 1F: 3 clusters Score -382309.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -382446.625000 Penalty: 2594.285156
	Iteration 2F: 3 clusters Score -382446.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -382534.718750 Penalty: 2594.285156
	Iteration 3F: 3 clusters Score -382534.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -382597.593750 Penalty: 2594.285156
	Iteration 4Q: 3 clusters Score -382597.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -382645.250000 Penalty: 2594.285156
	Iteration 5Q: 3 clusters Score -382645.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -382675.718750 Penalty: 2594.285156
	Iteration 6Q: 3 clusters Score -382675.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -382694.500000 Penalty: 2594.285156
	Iteration 7Q: 3 clusters Score -382694.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -382711.500000 Penalty: 2594.285156
	Iteration 8Q: 3 clusters Score -382711.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -382728.875000 Penalty: 2594.285156
	Iteration 9Q: 3 clusters Score -382728.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -382750.375000 Penalty: 2594.285156
	Iteration 10Q: 3 clusters Score -382750.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -382776.531250 Penalty: 2594.285156
	Iteration 11Q: 3 clusters Score -382776.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -382800.218750 Penalty: 2594.285156
	Iteration 12Q: 3 clusters Score -382800.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -382823.062500 Penalty: 2594.285156
	Iteration 13Q: 3 clusters Score -382823.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -382841.312500 Penalty: 2594.285156
	Iteration 14Q: 3 clusters Score -382841.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -382858.656250 Penalty: 2594.285156
	Iteration 15Q: 3 clusters Score -382858.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -382880.062500 Penalty: 2594.285156
	Iteration 16Q: 3 clusters Score -382880.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -382907.656250 Penalty: 2594.285156
	Iteration 17Q: 3 clusters Score -382907.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -382926.906250 Penalty: 2594.285156
	Iteration 18Q: 3 clusters Score -382926.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -382949.968750 Penalty: 2594.285156
	Iteration 19Q: 3 clusters Score -382950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -382978.750000 Penalty: 2594.285156
	Iteration 20F: 3 clusters Score -382978.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -383000.531250 Penalty: 2594.285156
	Iteration 21Q: 3 clusters Score -383000.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -383016.968750 Penalty: 2594.285156
	Iteration 22Q: 3 clusters Score -383017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -383030.218750 Penalty: 2594.285156
	Iteration 23Q: 3 clusters Score -383030.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -383043.968750 Penalty: 2594.285156
	Iteration 24Q: 3 clusters Score -383044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -383056.718750 Penalty: 2594.285156
	Iteration 25Q: 3 clusters Score -383056.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -383071.343750 Penalty: 2594.285156
	Iteration 26Q: 3 clusters Score -383071.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -383089.156250 Penalty: 2594.285156
	Iteration 27Q: 3 clusters Score -383089.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -383110.250000 Penalty: 2594.285156
	Iteration 28Q: 3 clusters Score -383110.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -383131.968750 Penalty: 2594.285156
	Iteration 29Q: 3 clusters Score -383132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -383161.062500 Penalty: 2594.285156
	Iteration 30Q: 3 clusters Score -383161.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -383182.031250 Penalty: 2594.285156
	Iteration 31Q: 3 clusters Score -383182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -383187.718750 Penalty: 2594.285156
	Iteration 32Q: 3 clusters Score -383187.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -383192.906250 Penalty: 2594.285156
	Iteration 33Q: 3 clusters Score -383192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -383193.218750 Penalty: 2594.285156
	Iteration 34Q: 3 clusters Score -383193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -383193.531250 Penalty: 2594.285156
	Iteration 35Q: 3 clusters Score -383193.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -383196.250000 Penalty: 2594.285156
	Iteration 36Q: 3 clusters Score -383196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -383205.187500 Penalty: 2594.285156
	Iteration 37Q: 3 clusters Score -383205.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -383214.031250 Penalty: 2594.285156
	Iteration 38Q: 3 clusters Score -383214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -383220.218750 Penalty: 2594.285156
	Iteration 39Q: 3 clusters Score -383220.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -383225.812500 Penalty: 2594.285156
	Iteration 40F: 3 clusters Score -383225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -383233.062500 Penalty: 2594.285156
	Iteration 41Q: 3 clusters Score -383233.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -383236.812500 Penalty: 2594.285156
	Iteration 42Q: 3 clusters Score -383236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -383240.312500 Penalty: 2594.285156
	Iteration 43Q: 3 clusters Score -383240.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -383243.093750 Penalty: 2594.285156
	Iteration 44Q: 3 clusters Score -383243.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -383248.531250 Penalty: 2594.285156
	Iteration 45Q: 3 clusters Score -383248.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -383252.625000 Penalty: 2594.285156
	Iteration 46Q: 3 clusters Score -383252.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -383254.718750 Penalty: 2594.285156
	Iteration 47Q: 3 clusters Score -383254.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -383254.718750 Penalty: 2594.285156
	Iteration 48F: 3 clusters Score -383254.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Entering Unmasked Estep 
Score: -423891.250000 Penalty: 1332.010620
	Iteration 0F: 2 clusters Score -423891.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -420794.531250 Penalty: 2664.021240
	Iteration 0F: 3 clusters Score -420794.5 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -421607.375000 Penalty: 2664.021240
	Iteration 1F: 3 clusters Score -421607.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -421767.281250 Penalty: 2664.021240
	Iteration 2F: 3 clusters Score -421767.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -421873.812500 Penalty: 2664.021240
	Iteration 3Q: 3 clusters Score -421873.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -421971.437500 Penalty: 2664.021240
	Iteration 4Q: 3 clusters Score -421971.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -422051.375000 Penalty: 2664.021240
	Iteration 5Q: 3 clusters Score -422051.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -422122.562500 Penalty: 2664.021240
	Iteration 6Q: 3 clusters Score -422122.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -422211.062500 Penalty: 2664.021240
	Iteration 7Q: 3 clusters Score -422211.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -422301.687500 Penalty: 2664.021240
	Iteration 8Q: 3 clusters Score -422301.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -422387.687500 Penalty: 2664.021240
	Iteration 9Q: 3 clusters Score -422387.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -422458.062500 Penalty: 2664.021240
	Iteration 10Q: 3 clusters Score -422458.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -422506.437500 Penalty: 2664.021240
	Iteration 11Q: 3 clusters Score -422506.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -422542.187500 Penalty: 2664.021240
	Iteration 12Q: 3 clusters Score -422542.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -422571.968750 Penalty: 2664.021240
	Iteration 13Q: 3 clusters Score -422572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -422601.750000 Penalty: 2664.021240
	Iteration 14Q: 3 clusters Score -422601.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -422627.093750 Penalty: 2664.021240
	Iteration 15Q: 3 clusters Score -422627.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -422643.968750 Penalty: 2664.021240
	Iteration 16Q: 3 clusters Score -422644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -422662.500000 Penalty: 2664.021240
	Iteration 17Q: 3 clusters Score -422662.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -422682.437500 Penalty: 2664.021240
	Iteration 18Q: 3 clusters Score -422682.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -422702.250000 Penalty: 2664.021240
	Iteration 19Q: 3 clusters Score -422702.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -422727.750000 Penalty: 2664.021240
	Iteration 20F: 3 clusters Score -422727.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -422745.750000 Penalty: 2664.021240
	Iteration 21Q: 3 clusters Score -422745.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -422759.500000 Penalty: 2664.021240
	Iteration 22Q: 3 clusters Score -422759.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -422766.937500 Penalty: 2664.021240
	Iteration 23Q: 3 clusters Score -422766.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -422773.468750 Penalty: 2664.021240
	Iteration 24Q: 3 clusters Score -422773.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -422777.906250 Penalty: 2664.021240
	Iteration 25Q: 3 clusters Score -422777.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -422780.125000 Penalty: 2664.021240
	Iteration 26Q: 3 clusters Score -422780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -422781.968750 Penalty: 2664.021240
	Iteration 27Q: 3 clusters Score -422782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -422782.500000 Penalty: 2664.021240
	Iteration 28Q: 3 clusters Score -422782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -422784.812500 Penalty: 2664.021240
	Iteration 29Q: 3 clusters Score -422784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -422784.593750 Penalty: 2664.021240
	Iteration 30Q: 3 clusters Score -422784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -422787.312500 Penalty: 2664.021240
	Iteration 31Q: 3 clusters Score -422787.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -422788.750000 Penalty: 2664.021240
	Iteration 32Q: 3 clusters Score -422788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -422789.500000 Penalty: 2664.021240
	Iteration 33Q: 3 clusters Score -422789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -422789.406250 Penalty: 2664.021240
	Iteration 34Q: 3 clusters Score -422789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -422789.406250 Penalty: 2664.021240
	Iteration 35F: 3 clusters Score -422789.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -7061.143066 Penalty: 775.236267
	Iteration 0F: 2 clusters Score -7061.143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6653.934082 Penalty: 1550.472534
	Iteration 0F: 3 clusters Score -6653.934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6702.695801 Penalty: 1550.472534
	Iteration 1F: 3 clusters Score -6702.696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6712.576660 Penalty: 1550.472534
	Iteration 2Q: 3 clusters Score -6712.577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6712.576660 Penalty: 1550.472534
	Iteration 3F: 3 clusters Score -6712.577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Entering Unmasked Estep 
Score: -1967959.250000 Penalty: 1564.966431
	Iteration 0F: 2 clusters Score -1967959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1957368.375000 Penalty: 3129.932861
	Iteration 0F: 3 clusters Score -1957368 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1961079.875000 Penalty: 3129.932861
	Iteration 1F: 3 clusters Score -1961080 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1961353.000000 Penalty: 3129.932861
	Iteration 2F: 3 clusters Score -1961353 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1961551.125000 Penalty: 3129.932861
	Iteration 3Q: 3 clusters Score -1961551 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1961707.750000 Penalty: 3129.932861
	Iteration 4Q: 3 clusters Score -1961708 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1961811.750000 Penalty: 3129.932861
	Iteration 5Q: 3 clusters Score -1961812 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1961887.875000 Penalty: 3129.932861
	Iteration 6Q: 3 clusters Score -1961888 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1961958.375000 Penalty: 3129.932861
	Iteration 7Q: 3 clusters Score -1961958 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1962025.500000 Penalty: 3129.932861
	Iteration 8Q: 3 clusters Score -1962026 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1962093.250000 Penalty: 3129.932861
	Iteration 9Q: 3 clusters Score -1962093 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1962152.375000 Penalty: 3129.932861
	Iteration 10Q: 3 clusters Score -1962152 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1962237.750000 Penalty: 3129.932861
	Iteration 11Q: 3 clusters Score -1962238 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1962345.375000 Penalty: 3129.932861
	Iteration 12Q: 3 clusters Score -1962345 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1962497.250000 Penalty: 3129.932861
	Iteration 13Q: 3 clusters Score -1962497 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1962735.125000 Penalty: 3129.932861
	Iteration 14Q: 3 clusters Score -1962735 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1963099.250000 Penalty: 3129.932861
	Iteration 15Q: 3 clusters Score -1963099 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1963573.750000 Penalty: 3129.932861
	Iteration 16Q: 3 clusters Score -1963574 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1964024.500000 Penalty: 3129.932861
	Iteration 17Q: 3 clusters Score -1964024 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1964304.125000 Penalty: 3129.932861
	Iteration 18Q: 3 clusters Score -1964304 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1964441.625000 Penalty: 3129.932861
	Iteration 19Q: 3 clusters Score -1964442 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1964535.500000 Penalty: 3129.932861
	Iteration 20F: 3 clusters Score -1964536 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1964603.250000 Penalty: 3129.932861
	Iteration 21Q: 3 clusters Score -1964603 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1964663.500000 Penalty: 3129.932861
	Iteration 22Q: 3 clusters Score -1964664 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1964725.625000 Penalty: 3129.932861
	Iteration 23Q: 3 clusters Score -1964726 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1964791.500000 Penalty: 3129.932861
	Iteration 24Q: 3 clusters Score -1964792 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1964853.125000 Penalty: 3129.932861
	Iteration 25Q: 3 clusters Score -1964853 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1964925.250000 Penalty: 3129.932861
	Iteration 26Q: 3 clusters Score -1964925 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1964995.875000 Penalty: 3129.932861
	Iteration 27Q: 3 clusters Score -1964996 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1965075.250000 Penalty: 3129.932861
	Iteration 28Q: 3 clusters Score -1965075 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1965140.250000 Penalty: 3129.932861
	Iteration 29Q: 3 clusters Score -1965140 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1965189.750000 Penalty: 3129.932861
	Iteration 30Q: 3 clusters Score -1965190 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1965250.625000 Penalty: 3129.932861
	Iteration 31Q: 3 clusters Score -1965251 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1965317.250000 Penalty: 3129.932861
	Iteration 32Q: 3 clusters Score -1965317 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1965375.875000 Penalty: 3129.932861
	Iteration 33Q: 3 clusters Score -1965376 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1965432.875000 Penalty: 3129.932861
	Iteration 34Q: 3 clusters Score -1965433 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1965481.875000 Penalty: 3129.932861
	Iteration 35Q: 3 clusters Score -1965482 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1965521.750000 Penalty: 3129.932861
	Iteration 36Q: 3 clusters Score -1965522 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1965537.250000 Penalty: 3129.932861
	Iteration 37Q: 3 clusters Score -1965537 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1965556.500000 Penalty: 3129.932861
	Iteration 38Q: 3 clusters Score -1965556 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1965572.875000 Penalty: 3129.932861
	Iteration 39Q: 3 clusters Score -1965573 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1965584.375000 Penalty: 3129.932861
	Iteration 40F: 3 clusters Score -1965584 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1965596.125000 Penalty: 3129.932861
	Iteration 41Q: 3 clusters Score -1965596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1965603.125000 Penalty: 3129.932861
	Iteration 42Q: 3 clusters Score -1965603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1965608.875000 Penalty: 3129.932861
	Iteration 43Q: 3 clusters Score -1965609 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1965612.500000 Penalty: 3129.932861
	Iteration 44Q: 3 clusters Score -1965612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1965617.625000 Penalty: 3129.932861
	Iteration 45Q: 3 clusters Score -1965618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1965621.125000 Penalty: 3129.932861
	Iteration 46Q: 3 clusters Score -1965621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1965622.625000 Penalty: 3129.932861
	Iteration 47Q: 3 clusters Score -1965623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1965624.875000 Penalty: 3129.932861
	Iteration 48Q: 3 clusters Score -1965625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1965632.250000 Penalty: 3129.932861
	Iteration 49Q: 3 clusters Score -1965632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1965631.250000 Penalty: 3129.932861
	Iteration 50Q: 3 clusters Score -1965631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1965631.625000 Penalty: 3129.932861
	Iteration 51Q: 3 clusters Score -1965632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1965635.875000 Penalty: 3129.932861
	Iteration 52Q: 3 clusters Score -1965636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1965638.000000 Penalty: 3129.932861
	Iteration 53Q: 3 clusters Score -1965638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1965638.625000 Penalty: 3129.932861
	Iteration 54Q: 3 clusters Score -1965639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1965643.625000 Penalty: 3129.932861
	Iteration 55Q: 3 clusters Score -1965644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1965641.375000 Penalty: 3129.932861
	Iteration 56Q: 3 clusters Score -1965641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1965644.500000 Penalty: 3129.932861
	Iteration 57Q: 3 clusters Score -1965644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1965643.125000 Penalty: 3129.932861
	Iteration 58Q: 3 clusters Score -1965643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1965640.875000 Penalty: 3129.932861
	Iteration 59Q: 3 clusters Score -1965641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1965645.875000 Penalty: 3129.932861
	Iteration 60F: 3 clusters Score -1965646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1965652.000000 Penalty: 3129.932861
	Iteration 61Q: 3 clusters Score -1965652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1965654.625000 Penalty: 3129.932861
	Iteration 62Q: 3 clusters Score -1965655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1965655.750000 Penalty: 3129.932861
	Iteration 63Q: 3 clusters Score -1965656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1965658.750000 Penalty: 3129.932861
	Iteration 64Q: 3 clusters Score -1965659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1965657.875000 Penalty: 3129.932861
	Iteration 65Q: 3 clusters Score -1965658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1965665.000000 Penalty: 3129.932861
	Iteration 66Q: 3 clusters Score -1965665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1965668.375000 Penalty: 3129.932861
	Iteration 67Q: 3 clusters Score -1965668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1965672.000000 Penalty: 3129.932861
	Iteration 68Q: 3 clusters Score -1965672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1965667.250000 Penalty: 3129.932861
	Iteration 69Q: 3 clusters Score -1965667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1965666.875000 Penalty: 3129.932861
	Iteration 70Q: 3 clusters Score -1965667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1965668.875000 Penalty: 3129.932861
	Iteration 71Q: 3 clusters Score -1965669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1965667.500000 Penalty: 3129.932861
	Iteration 72Q: 3 clusters Score -1965668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1965673.125000 Penalty: 3129.932861
	Iteration 73Q: 3 clusters Score -1965673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1965671.000000 Penalty: 3129.932861
	Iteration 74Q: 3 clusters Score -1965671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1965670.625000 Penalty: 3129.932861
	Iteration 75Q: 3 clusters Score -1965671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1965676.875000 Penalty: 3129.932861
	Iteration 76Q: 3 clusters Score -1965677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1965680.625000 Penalty: 3129.932861
	Iteration 77Q: 3 clusters Score -1965681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1965677.625000 Penalty: 3129.932861
	Iteration 78Q: 3 clusters Score -1965678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1965679.250000 Penalty: 3129.932861
	Iteration 79Q: 3 clusters Score -1965679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1965680.875000 Penalty: 3129.932861
	Iteration 80F: 3 clusters Score -1965681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1965680.500000 Penalty: 3129.932861
	Iteration 81Q: 3 clusters Score -1965680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1965682.375000 Penalty: 3129.932861
	Iteration 82Q: 3 clusters Score -1965682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1965685.125000 Penalty: 3129.932861
	Iteration 83Q: 3 clusters Score -1965685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1965685.375000 Penalty: 3129.932861
	Iteration 84Q: 3 clusters Score -1965685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1965682.875000 Penalty: 3129.932861
	Iteration 85Q: 3 clusters Score -1965683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1965683.250000 Penalty: 3129.932861
	Iteration 86Q: 3 clusters Score -1965683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1965679.125000 Penalty: 3129.932861
	Iteration 87Q: 3 clusters Score -1965679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1965682.000000 Penalty: 3129.932861
	Iteration 88Q: 3 clusters Score -1965682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1965683.000000 Penalty: 3129.932861
	Iteration 89Q: 3 clusters Score -1965683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1965682.375000 Penalty: 3129.932861
	Iteration 90Q: 3 clusters Score -1965682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1965683.625000 Penalty: 3129.932861
	Iteration 91Q: 3 clusters Score -1965684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1965685.750000 Penalty: 3129.932861
	Iteration 92Q: 3 clusters Score -1965686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1965685.750000 Penalty: 3129.932861
	Iteration 93F: 3 clusters Score -1965686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -15028.803711 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -15028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14442.178711 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -14442.18 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14858.955078 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -14858.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14966.500977 Penalty: 1743.942139
	Iteration 2F: 3 clusters Score -14966.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14978.692383 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -14978.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14985.197266 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -14985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14988.445312 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -14988.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14995.334961 Penalty: 1743.942139
	Iteration 6Q: 3 clusters Score -14995.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14995.334961 Penalty: 1743.942139
	Iteration 7F: 3 clusters Score -14995.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 128489 members 
Mstep: Class 3 contains 17544 members 
Mstep: Class 4 contains 7686 members 
Mstep: Class 5 contains 92534 members 
Mstep: Class 6 contains 7721 members 
Mstep: Class 7 contains 4499 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 85291 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54658 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 32139 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 10590 members 
Mstep: Class 16 contains 4740 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 6069 members 
Mstep: Class 19 contains 22175 members 
Mstep: Class 20 contains 35529 members 
Mstep: Class 21 contains 5470 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46117 members 
Mstep: Class 24 contains 48999 members 
Mstep: Class 25 contains 5539 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17004 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2929 members 
Mstep: Class 33 contains 3630 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15223 members 
Mstep: Class 36 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939616.000000 Penalty: 82330.375000
Iteration 239Q: 38 clusters Score -1.089396e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 79840 members 
Mstep: Class 2 contains 128724 members 
Mstep: Class 3 contains 17548 members 
Mstep: Class 4 contains 7692 members 
Mstep: Class 5 contains 92515 members 
Mstep: Class 6 contains 7727 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 85355 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54819 members 
Mstep: Class 12 contains 3019 members 
Mstep: Class 13 contains 32190 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 10618 members 
Mstep: Class 16 contains 4750 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 6069 members 
Mstep: Class 19 contains 22189 members 
Mstep: Class 20 contains 35501 members 
Mstep: Class 21 contains 5468 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46202 members 
Mstep: Class 24 contains 49016 members 
Mstep: Class 25 contains 5539 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17004 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 2950 members 
Mstep: Class 33 contains 3630 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15192 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 116758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940216.000000 Penalty: 82330.375000
Iteration 240F: 38 clusters Score -1.089402e+08 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 128812 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 7695 members 
Mstep: Class 5 contains 92501 members 
Mstep: Class 6 contains 7723 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 85059 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54391 members 
Mstep: Class 12 contains 3189 members 
Mstep: Class 13 contains 32151 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 10641 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 7093 members 
Mstep: Class 18 contains 6069 members 
Mstep: Class 19 contains 22193 members 
Mstep: Class 20 contains 35454 members 
Mstep: Class 21 contains 5432 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46226 members 
Mstep: Class 24 contains 48908 members 
Mstep: Class 25 contains 5539 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17003 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3426 members 
Mstep: Class 32 contains 2946 members 
Mstep: Class 33 contains 3630 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15163 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 117573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940968.000000 Penalty: 82330.375000
Iteration 241Q: 38 clusters Score -1.08941e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 128819 members 
Mstep: Class 3 contains 17552 members 
Mstep: Class 4 contains 7698 members 
Mstep: Class 5 contains 92471 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 84845 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 54080 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 32099 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 10653 members 
Mstep: Class 16 contains 4521 members 
Mstep: Class 17 contains 7092 members 
Mstep: Class 18 contains 6069 members 
Mstep: Class 19 contains 22194 members 
Mstep: Class 20 contains 35422 members 
Mstep: Class 21 contains 5414 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46263 members 
Mstep: Class 24 contains 48838 members 
Mstep: Class 25 contains 5539 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17001 members 
Mstep: Class 29 contains 2477 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3426 members 
Mstep: Class 32 contains 2950 members 
Mstep: Class 33 contains 3630 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15141 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 118216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941096.000000 Penalty: 82330.375000
Iteration 242Q: 38 clusters Score -1.089411e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 79914 members 
Mstep: Class 2 contains 128842 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 7701 members 
Mstep: Class 5 contains 92427 members 
Mstep: Class 6 contains 7711 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 84683 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 53806 members 
Mstep: Class 12 contains 3415 members 
Mstep: Class 13 contains 32054 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 10673 members 
Mstep: Class 16 contains 4425 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22194 members 
Mstep: Class 20 contains 35409 members 
Mstep: Class 21 contains 5414 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46271 members 
Mstep: Class 24 contains 48789 members 
Mstep: Class 25 contains 5539 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5465 members 
Mstep: Class 28 contains 16999 members 
Mstep: Class 29 contains 2477 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3427 members 
Mstep: Class 32 contains 2950 members 
Mstep: Class 33 contains 3630 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15113 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 118742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941520.000000 Penalty: 82330.375000
Iteration 243Q: 38 clusters Score -1.089415e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 79959 members 
Mstep: Class 2 contains 128849 members 
Mstep: Class 3 contains 17548 members 
Mstep: Class 4 contains 7704 members 
Mstep: Class 5 contains 92400 members 
Mstep: Class 6 contains 7709 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 84575 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 53536 members 
Mstep: Class 12 contains 3500 members 
Mstep: Class 13 contains 32002 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 10688 members 
Mstep: Class 16 contains 4351 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22192 members 
Mstep: Class 20 contains 35392 members 
Mstep: Class 21 contains 5410 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46282 members 
Mstep: Class 24 contains 48742 members 
Mstep: Class 25 contains 5539 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5466 members 
Mstep: Class 28 contains 16998 members 
Mstep: Class 29 contains 2477 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3428 members 
Mstep: Class 32 contains 2952 members 
Mstep: Class 33 contains 3629 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15093 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 119194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941472.000000 Penalty: 82330.375000
Iteration 244Q: 38 clusters Score -1.089415e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 128875 members 
Mstep: Class 3 contains 17550 members 
Mstep: Class 4 contains 7706 members 
Mstep: Class 5 contains 92363 members 
Mstep: Class 6 contains 7705 members 
Mstep: Class 7 contains 4507 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 84477 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 53244 members 
Mstep: Class 12 contains 3584 members 
Mstep: Class 13 contains 31939 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 10714 members 
Mstep: Class 16 contains 4282 members 
Mstep: Class 17 contains 7100 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22188 members 
Mstep: Class 20 contains 35374 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46296 members 
Mstep: Class 24 contains 48704 members 
Mstep: Class 25 contains 5537 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5465 members 
Mstep: Class 28 contains 16999 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3428 members 
Mstep: Class 32 contains 2952 members 
Mstep: Class 33 contains 3628 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15060 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 119654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942096.000000 Penalty: 82330.375000
Iteration 245Q: 38 clusters Score -1.089421e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 80044 members 
Mstep: Class 2 contains 128918 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 7707 members 
Mstep: Class 5 contains 92314 members 
Mstep: Class 6 contains 7700 members 
Mstep: Class 7 contains 4508 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 84377 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 52968 members 
Mstep: Class 12 contains 3646 members 
Mstep: Class 13 contains 31860 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 10734 members 
Mstep: Class 16 contains 4250 members 
Mstep: Class 17 contains 7108 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22182 members 
Mstep: Class 20 contains 35362 members 
Mstep: Class 21 contains 5400 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46298 members 
Mstep: Class 24 contains 48682 members 
Mstep: Class 25 contains 5539 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17003 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3426 members 
Mstep: Class 32 contains 2954 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 15026 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 120093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941984.000000 Penalty: 82330.375000
Iteration 246Q: 38 clusters Score -1.08942e+08 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 80087 members 
Mstep: Class 2 contains 128963 members 
Mstep: Class 3 contains 17547 members 
Mstep: Class 4 contains 7707 members 
Mstep: Class 5 contains 92273 members 
Mstep: Class 6 contains 7693 members 
Mstep: Class 7 contains 4510 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 84287 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 52695 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 31771 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 10763 members 
Mstep: Class 16 contains 4226 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22184 members 
Mstep: Class 20 contains 35362 members 
Mstep: Class 21 contains 5396 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46298 members 
Mstep: Class 24 contains 48667 members 
Mstep: Class 25 contains 5540 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17003 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3427 members 
Mstep: Class 32 contains 2959 members 
Mstep: Class 33 contains 3625 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 14991 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 120462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942168.000000 Penalty: 82330.375000
Iteration 247Q: 38 clusters Score -1.089422e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 80112 members 
Mstep: Class 2 contains 128999 members 
Mstep: Class 3 contains 17540 members 
Mstep: Class 4 contains 7708 members 
Mstep: Class 5 contains 92212 members 
Mstep: Class 6 contains 7692 members 
Mstep: Class 7 contains 4512 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 84197 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 52471 members 
Mstep: Class 12 contains 3786 members 
Mstep: Class 13 contains 31717 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 10812 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22181 members 
Mstep: Class 20 contains 35355 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46328 members 
Mstep: Class 24 contains 48650 members 
Mstep: Class 25 contains 5542 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 16998 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3426 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 3624 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 14971 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 120758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942048.000000 Penalty: 82330.375000
Iteration 248Q: 38 clusters Score -1.08942e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 80141 members 
Mstep: Class 2 contains 129047 members 
Mstep: Class 3 contains 17538 members 
Mstep: Class 4 contains 7708 members 
Mstep: Class 5 contains 92173 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 4514 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 84125 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 52246 members 
Mstep: Class 12 contains 3839 members 
Mstep: Class 13 contains 31663 members 
Mstep: Class 14 contains 4983 members 
Mstep: Class 15 contains 10860 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22177 members 
Mstep: Class 20 contains 35342 members 
Mstep: Class 21 contains 5396 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46349 members 
Mstep: Class 24 contains 48631 members 
Mstep: Class 25 contains 5543 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 16994 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3428 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 3622 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 14954 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 121021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942256.000000 Penalty: 82330.375000
Iteration 249Q: 38 clusters Score -1.089423e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 129073 members 
Mstep: Class 3 contains 17536 members 
Mstep: Class 4 contains 7710 members 
Mstep: Class 5 contains 92130 members 
Mstep: Class 6 contains 7685 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 84038 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 52066 members 
Mstep: Class 12 contains 3887 members 
Mstep: Class 13 contains 31608 members 
Mstep: Class 14 contains 4982 members 
Mstep: Class 15 contains 10898 members 
Mstep: Class 16 contains 4140 members 
Mstep: Class 17 contains 7122 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22174 members 
Mstep: Class 20 contains 35340 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46376 members 
Mstep: Class 24 contains 48617 members 
Mstep: Class 25 contains 5545 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 16995 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3428 members 
Mstep: Class 32 contains 2981 members 
Mstep: Class 33 contains 3620 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 14943 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 121293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942000.000000 Penalty: 82330.375000
Iteration 250Q: 38 clusters Score -1.08942e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 80173 members 
Mstep: Class 2 contains 129091 members 
Mstep: Class 3 contains 17533 members 
Mstep: Class 4 contains 7709 members 
Mstep: Class 5 contains 92082 members 
Mstep: Class 6 contains 7677 members 
Mstep: Class 7 contains 4520 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 83986 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 51868 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 31549 members 
Mstep: Class 14 contains 4978 members 
Mstep: Class 15 contains 10964 members 
Mstep: Class 16 contains 4092 members 
Mstep: Class 17 contains 7122 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22172 members 
Mstep: Class 20 contains 35351 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46397 members 
Mstep: Class 24 contains 48609 members 
Mstep: Class 25 contains 5547 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 16998 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3427 members 
Mstep: Class 32 contains 2985 members 
Mstep: Class 33 contains 3620 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 14927 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 121549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942176.000000 Penalty: 82330.375000
Iteration 251Q: 38 clusters Score -1.089422e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 80192 members 
Mstep: Class 2 contains 129105 members 
Mstep: Class 3 contains 17530 members 
Mstep: Class 4 contains 7709 members 
Mstep: Class 5 contains 92006 members 
Mstep: Class 6 contains 7681 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 83942 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 51679 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 31511 members 
Mstep: Class 14 contains 4977 members 
Mstep: Class 15 contains 11014 members 
Mstep: Class 16 contains 4060 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22172 members 
Mstep: Class 20 contains 35350 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46453 members 
Mstep: Class 24 contains 48604 members 
Mstep: Class 25 contains 5546 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17003 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3427 members 
Mstep: Class 32 contains 2990 members 
Mstep: Class 33 contains 3619 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 14911 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 121756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942200.000000 Penalty: 82330.375000
Iteration 252Q: 38 clusters Score -1.089422e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 129115 members 
Mstep: Class 3 contains 17526 members 
Mstep: Class 4 contains 7709 members 
Mstep: Class 5 contains 91947 members 
Mstep: Class 6 contains 7684 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 83882 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 51521 members 
Mstep: Class 12 contains 4026 members 
Mstep: Class 13 contains 31472 members 
Mstep: Class 14 contains 4979 members 
Mstep: Class 15 contains 11066 members 
Mstep: Class 16 contains 4008 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 6067 members 
Mstep: Class 19 contains 22175 members 
Mstep: Class 20 contains 35356 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46504 members 
Mstep: Class 24 contains 48598 members 
Mstep: Class 25 contains 5548 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17005 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3427 members 
Mstep: Class 32 contains 2994 members 
Mstep: Class 33 contains 3619 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 14893 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 121960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942384.000000 Penalty: 82330.375000
Iteration 253Q: 38 clusters Score -1.089424e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 129131 members 
Mstep: Class 3 contains 17527 members 
Mstep: Class 4 contains 7710 members 
Mstep: Class 5 contains 91895 members 
Mstep: Class 6 contains 7682 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 83811 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 51362 members 
Mstep: Class 12 contains 4066 members 
Mstep: Class 13 contains 31432 members 
Mstep: Class 14 contains 4978 members 
Mstep: Class 15 contains 11118 members 
Mstep: Class 16 contains 3959 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 22177 members 
Mstep: Class 20 contains 35370 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46567 members 
Mstep: Class 24 contains 48596 members 
Mstep: Class 25 contains 5551 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5462 members 
Mstep: Class 28 contains 17009 members 
Mstep: Class 29 contains 2484 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3427 members 
Mstep: Class 32 contains 3004 members 
Mstep: Class 33 contains 3618 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 14878 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 122124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942304.000000 Penalty: 82330.375000
Iteration 254Q: 38 clusters Score -1.089423e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 80255 members 
Mstep: Class 2 contains 129135 members 
Mstep: Class 3 contains 17522 members 
Mstep: Class 4 contains 7713 members 
Mstep: Class 5 contains 91842 members 
Mstep: Class 6 contains 7675 members 
Mstep: Class 7 contains 4523 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 83771 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 51195 members 
Mstep: Class 12 contains 4097 members 
Mstep: Class 13 contains 31395 members 
Mstep: Class 14 contains 4977 members 
Mstep: Class 15 contains 11159 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 6070 members 
Mstep: Class 19 contains 22172 members 
Mstep: Class 20 contains 35377 members 
Mstep: Class 21 contains 5389 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46608 members 
Mstep: Class 24 contains 48590 members 
Mstep: Class 25 contains 5558 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5462 members 
Mstep: Class 28 contains 17013 members 
Mstep: Class 29 contains 2486 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3427 members 
Mstep: Class 32 contains 3017 members 
Mstep: Class 33 contains 3617 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 14860 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 122307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942328.000000 Penalty: 82330.375000
Iteration 255Q: 38 clusters Score -1.089423e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 80274 members 
Mstep: Class 2 contains 129165 members 
Mstep: Class 3 contains 17518 members 
Mstep: Class 4 contains 7714 members 
Mstep: Class 5 contains 91796 members 
Mstep: Class 6 contains 7675 members 
Mstep: Class 7 contains 4528 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 83732 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 51000 members 
Mstep: Class 12 contains 4125 members 
Mstep: Class 13 contains 31346 members 
Mstep: Class 14 contains 4977 members 
Mstep: Class 15 contains 11204 members 
Mstep: Class 16 contains 3907 members 
Mstep: Class 17 contains 7122 members 
Mstep: Class 18 contains 6071 members 
Mstep: Class 19 contains 22170 members 
Mstep: Class 20 contains 35383 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46651 members 
Mstep: Class 24 contains 48580 members 
Mstep: Class 25 contains 5562 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5462 members 
Mstep: Class 28 contains 17019 members 
Mstep: Class 29 contains 2487 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3426 members 
Mstep: Class 32 contains 3028 members 
Mstep: Class 33 contains 3616 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 14838 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 122502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942400.000000 Penalty: 82330.375000
Iteration 256Q: 38 clusters Score -1.089424e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 129172 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 7715 members 
Mstep: Class 5 contains 91752 members 
Mstep: Class 6 contains 7671 members 
Mstep: Class 7 contains 4530 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 83702 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 50818 members 
Mstep: Class 12 contains 4159 members 
Mstep: Class 13 contains 31310 members 
Mstep: Class 14 contains 4978 members 
Mstep: Class 15 contains 11244 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 7122 members 
Mstep: Class 18 contains 6072 members 
Mstep: Class 19 contains 22166 members 
Mstep: Class 20 contains 35386 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46678 members 
Mstep: Class 24 contains 48571 members 
Mstep: Class 25 contains 5565 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5462 members 
Mstep: Class 28 contains 17019 members 
Mstep: Class 29 contains 2487 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 3038 members 
Mstep: Class 33 contains 3615 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 14822 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 122706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942352.000000 Penalty: 82330.375000
Iteration 257Q: 38 clusters Score -1.089424e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 80330 members 
Mstep: Class 2 contains 129194 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 7715 members 
Mstep: Class 5 contains 91702 members 
Mstep: Class 6 contains 7673 members 
Mstep: Class 7 contains 4534 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 83662 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 50649 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 31257 members 
Mstep: Class 14 contains 4976 members 
Mstep: Class 15 contains 11289 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 6074 members 
Mstep: Class 19 contains 22168 members 
Mstep: Class 20 contains 35383 members 
Mstep: Class 21 contains 5383 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46725 members 
Mstep: Class 24 contains 48558 members 
Mstep: Class 25 contains 5565 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5462 members 
Mstep: Class 28 contains 17018 members 
Mstep: Class 29 contains 2488 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 3049 members 
Mstep: Class 33 contains 3613 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 14806 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 122907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942472.000000 Penalty: 82330.375000
Iteration 258Q: 38 clusters Score -1.089425e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 80359 members 
Mstep: Class 2 contains 129195 members 
Mstep: Class 3 contains 17509 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 91660 members 
Mstep: Class 6 contains 7675 members 
Mstep: Class 7 contains 4537 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 83613 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 50492 members 
Mstep: Class 12 contains 4203 members 
Mstep: Class 13 contains 31226 members 
Mstep: Class 14 contains 4977 members 
Mstep: Class 15 contains 11336 members 
Mstep: Class 16 contains 3829 members 
Mstep: Class 17 contains 7126 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22172 members 
Mstep: Class 20 contains 35383 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46749 members 
Mstep: Class 24 contains 48562 members 
Mstep: Class 25 contains 5566 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 17018 members 
Mstep: Class 29 contains 2488 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 3054 members 
Mstep: Class 33 contains 3611 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 14786 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 123083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942560.000000 Penalty: 82330.375000
Iteration 259Q: 38 clusters Score -1.089426e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 129211 members 
Mstep: Class 3 contains 17499 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 91619 members 
Mstep: Class 6 contains 7673 members 
Mstep: Class 7 contains 4537 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 83579 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 50348 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 13 contains 31190 members 
Mstep: Class 14 contains 4979 members 
Mstep: Class 15 contains 11384 members 
Mstep: Class 16 contains 3804 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22176 members 
Mstep: Class 20 contains 35379 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46786 members 
Mstep: Class 24 contains 48562 members 
Mstep: Class 25 contains 5569 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5462 members 
Mstep: Class 28 contains 17018 members 
Mstep: Class 29 contains 2488 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 3056 members 
Mstep: Class 33 contains 3611 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 14780 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 123218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942560.000000 Penalty: 82330.375000
Iteration 260F: 38 clusters Score -1.089426e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 129231 members 
Mstep: Class 3 contains 17493 members 
Mstep: Class 4 contains 7721 members 
Mstep: Class 5 contains 91587 members 
Mstep: Class 6 contains 7671 members 
Mstep: Class 7 contains 4537 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 83556 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 50199 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 31154 members 
Mstep: Class 14 contains 4979 members 
Mstep: Class 15 contains 11440 members 
Mstep: Class 16 contains 3782 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22176 members 
Mstep: Class 20 contains 35388 members 
Mstep: Class 21 contains 5374 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46815 members 
Mstep: Class 24 contains 48565 members 
Mstep: Class 25 contains 5574 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5462 members 
Mstep: Class 28 contains 17022 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3424 members 
Mstep: Class 32 contains 3061 members 
Mstep: Class 33 contains 3612 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 14763 members 
Mstep: Class 36 contains 216 members 
Mstep: Class 37 contains 123335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942400.000000 Penalty: 82330.375000
Iteration 261Q: 38 clusters Score -1.089424e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80424 members 
Mstep: Class 2 contains 129251 members 
Mstep: Class 3 contains 17486 members 
Mstep: Class 4 contains 7724 members 
Mstep: Class 5 contains 91551 members 
Mstep: Class 6 contains 7666 members 
Mstep: Class 7 contains 4541 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 83543 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 50051 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 31127 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 11479 members 
Mstep: Class 16 contains 3762 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22175 members 
Mstep: Class 20 contains 35384 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46843 members 
Mstep: Class 24 contains 48560 members 
Mstep: Class 25 contains 5578 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5462 members 
Mstep: Class 28 contains 17030 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 3423 members 
Mstep: Class 32 contains 3063 members 
Mstep: Class 33 contains 3611 members 
Mstep: Class 34 contains 121 members 
Mstep: Class 35 contains 14749 members 
Mstep: Class 36 contains 213 members 
Mstep: Class 37 contains 123475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942296.000000 Penalty: 82330.375000
Iteration 262Q: 38 clusters Score -1.089423e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 129264 members 
Mstep: Class 3 contains 17482 members 
Mstep: Class 4 contains 7724 members 
Mstep: Class 5 contains 91507 members 
Mstep: Class 6 contains 7661 members 
Mstep: Class 7 contains 4540 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 83520 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 49974 members 
Mstep: Class 12 contains 4298 members 
Mstep: Class 13 contains 31106 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 11509 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22176 members 
Mstep: Class 20 contains 35381 members 
Mstep: Class 21 contains 5368 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46864 members 
Mstep: Class 24 contains 48551 members 
Mstep: Class 25 contains 5581 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5462 members 
Mstep: Class 28 contains 17032 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3610 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14737 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942192.000000 Penalty: 82330.375000
Iteration 263Q: 38 clusters Score -1.089422e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 129259 members 
Mstep: Class 3 contains 17477 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 91461 members 
Mstep: Class 6 contains 7660 members 
Mstep: Class 7 contains 4537 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 83503 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 49883 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 31080 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 11531 members 
Mstep: Class 16 contains 3691 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22179 members 
Mstep: Class 20 contains 35391 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46898 members 
Mstep: Class 24 contains 48541 members 
Mstep: Class 25 contains 5590 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5462 members 
Mstep: Class 28 contains 17038 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 3071 members 
Mstep: Class 33 contains 3610 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14721 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942248.000000 Penalty: 82330.375000
Iteration 264Q: 38 clusters Score -1.089422e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 129274 members 
Mstep: Class 3 contains 17473 members 
Mstep: Class 4 contains 7725 members 
Mstep: Class 5 contains 91413 members 
Mstep: Class 6 contains 7659 members 
Mstep: Class 7 contains 4534 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 83483 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 49784 members 
Mstep: Class 12 contains 4355 members 
Mstep: Class 13 contains 31058 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 11550 members 
Mstep: Class 16 contains 3667 members 
Mstep: Class 17 contains 7126 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22179 members 
Mstep: Class 20 contains 35403 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46921 members 
Mstep: Class 24 contains 48533 members 
Mstep: Class 25 contains 5597 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5462 members 
Mstep: Class 28 contains 17045 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 3073 members 
Mstep: Class 33 contains 3610 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14703 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942224.000000 Penalty: 82330.375000
Iteration 265Q: 38 clusters Score -1.089422e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80486 members 
Mstep: Class 2 contains 129284 members 
Mstep: Class 3 contains 17471 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 91364 members 
Mstep: Class 6 contains 7653 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 83468 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 49693 members 
Mstep: Class 12 contains 4388 members 
Mstep: Class 13 contains 31040 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 11568 members 
Mstep: Class 16 contains 3640 members 
Mstep: Class 17 contains 7126 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22180 members 
Mstep: Class 20 contains 35393 members 
Mstep: Class 21 contains 5359 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46941 members 
Mstep: Class 24 contains 48524 members 
Mstep: Class 25 contains 5598 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17049 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 3077 members 
Mstep: Class 33 contains 3609 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14687 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942240.000000 Penalty: 82330.375000
Iteration 266Q: 38 clusters Score -1.089422e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 129279 members 
Mstep: Class 3 contains 17471 members 
Mstep: Class 4 contains 7729 members 
Mstep: Class 5 contains 91323 members 
Mstep: Class 6 contains 7652 members 
Mstep: Class 7 contains 4532 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 83443 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 49603 members 
Mstep: Class 12 contains 4407 members 
Mstep: Class 13 contains 31021 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 11591 members 
Mstep: Class 16 contains 3620 members 
Mstep: Class 17 contains 7128 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22180 members 
Mstep: Class 20 contains 35387 members 
Mstep: Class 21 contains 5357 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 46966 members 
Mstep: Class 24 contains 48510 members 
Mstep: Class 25 contains 5602 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17048 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3423 members 
Mstep: Class 32 contains 3077 members 
Mstep: Class 33 contains 3609 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14675 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942128.000000 Penalty: 82330.375000
Iteration 267Q: 38 clusters Score -1.089421e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 129288 members 
Mstep: Class 3 contains 17469 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 91279 members 
Mstep: Class 6 contains 7649 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 3840 members 
Mstep: Class 9 contains 83412 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 49543 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 31004 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 11604 members 
Mstep: Class 16 contains 3590 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22184 members 
Mstep: Class 20 contains 35379 members 
Mstep: Class 21 contains 5353 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 46984 members 
Mstep: Class 24 contains 48506 members 
Mstep: Class 25 contains 5612 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17052 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 3077 members 
Mstep: Class 33 contains 3608 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14662 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942240.000000 Penalty: 82330.375000
Iteration 268Q: 38 clusters Score -1.089422e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80527 members 
Mstep: Class 2 contains 129293 members 
Mstep: Class 3 contains 17466 members 
Mstep: Class 4 contains 7729 members 
Mstep: Class 5 contains 91237 members 
Mstep: Class 6 contains 7644 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 3840 members 
Mstep: Class 9 contains 83387 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 49511 members 
Mstep: Class 12 contains 4442 members 
Mstep: Class 13 contains 30980 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 3558 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22186 members 
Mstep: Class 20 contains 35378 members 
Mstep: Class 21 contains 5348 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 46999 members 
Mstep: Class 24 contains 48506 members 
Mstep: Class 25 contains 5617 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17053 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3421 members 
Mstep: Class 32 contains 3080 members 
Mstep: Class 33 contains 3608 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14651 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942312.000000 Penalty: 82330.375000
Iteration 269Q: 38 clusters Score -1.089423e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 129311 members 
Mstep: Class 3 contains 17463 members 
Mstep: Class 4 contains 7731 members 
Mstep: Class 5 contains 91206 members 
Mstep: Class 6 contains 7635 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 3839 members 
Mstep: Class 9 contains 83351 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 49480 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 30964 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22191 members 
Mstep: Class 20 contains 35376 members 
Mstep: Class 21 contains 5345 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47013 members 
Mstep: Class 24 contains 48506 members 
Mstep: Class 25 contains 5621 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17056 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 3084 members 
Mstep: Class 33 contains 3608 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14639 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942336.000000 Penalty: 82330.375000
Iteration 270Q: 38 clusters Score -1.089423e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80547 members 
Mstep: Class 2 contains 129319 members 
Mstep: Class 3 contains 17461 members 
Mstep: Class 4 contains 7733 members 
Mstep: Class 5 contains 91186 members 
Mstep: Class 6 contains 7628 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 3838 members 
Mstep: Class 9 contains 83332 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 49450 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 30947 members 
Mstep: Class 14 contains 4987 members 
Mstep: Class 15 contains 11617 members 
Mstep: Class 16 contains 3488 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22190 members 
Mstep: Class 20 contains 35383 members 
Mstep: Class 21 contains 5341 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47038 members 
Mstep: Class 24 contains 48501 members 
Mstep: Class 25 contains 5623 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 3089 members 
Mstep: Class 33 contains 3608 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14630 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942352.000000 Penalty: 82330.375000
Iteration 271Q: 38 clusters Score -1.089424e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80562 members 
Mstep: Class 2 contains 129325 members 
Mstep: Class 3 contains 17457 members 
Mstep: Class 4 contains 7732 members 
Mstep: Class 5 contains 91172 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 3838 members 
Mstep: Class 9 contains 83313 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 49400 members 
Mstep: Class 12 contains 4511 members 
Mstep: Class 13 contains 30926 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 11624 members 
Mstep: Class 16 contains 3466 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22189 members 
Mstep: Class 20 contains 35383 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47063 members 
Mstep: Class 24 contains 48501 members 
Mstep: Class 25 contains 5625 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17062 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 3088 members 
Mstep: Class 33 contains 3608 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14622 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942400.000000 Penalty: 82330.375000
Iteration 272Q: 38 clusters Score -1.089424e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 129311 members 
Mstep: Class 3 contains 17456 members 
Mstep: Class 4 contains 7730 members 
Mstep: Class 5 contains 91155 members 
Mstep: Class 6 contains 7622 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 3838 members 
Mstep: Class 9 contains 83298 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 49347 members 
Mstep: Class 12 contains 4539 members 
Mstep: Class 13 contains 30910 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 11628 members 
Mstep: Class 16 contains 3439 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22189 members 
Mstep: Class 20 contains 35394 members 
Mstep: Class 21 contains 5340 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47086 members 
Mstep: Class 24 contains 48499 members 
Mstep: Class 25 contains 5626 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 3086 members 
Mstep: Class 33 contains 3607 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14616 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942400.000000 Penalty: 82330.375000
Iteration 273Q: 38 clusters Score -1.089424e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 129301 members 
Mstep: Class 3 contains 17457 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 91146 members 
Mstep: Class 6 contains 7622 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 3838 members 
Mstep: Class 9 contains 83277 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49323 members 
Mstep: Class 12 contains 4566 members 
Mstep: Class 13 contains 30890 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 11627 members 
Mstep: Class 16 contains 3414 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22192 members 
Mstep: Class 20 contains 35395 members 
Mstep: Class 21 contains 5342 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47119 members 
Mstep: Class 24 contains 48496 members 
Mstep: Class 25 contains 5627 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5464 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 3084 members 
Mstep: Class 33 contains 3606 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14604 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942224.000000 Penalty: 82330.375000
Iteration 274Q: 38 clusters Score -1.089422e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80615 members 
Mstep: Class 2 contains 129290 members 
Mstep: Class 3 contains 17456 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 91135 members 
Mstep: Class 6 contains 7616 members 
Mstep: Class 7 contains 4532 members 
Mstep: Class 8 contains 3838 members 
Mstep: Class 9 contains 83268 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49297 members 
Mstep: Class 12 contains 4592 members 
Mstep: Class 13 contains 30872 members 
Mstep: Class 14 contains 4983 members 
Mstep: Class 15 contains 11627 members 
Mstep: Class 16 contains 3400 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22190 members 
Mstep: Class 20 contains 35399 members 
Mstep: Class 21 contains 5345 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47143 members 
Mstep: Class 24 contains 48495 members 
Mstep: Class 25 contains 5627 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5465 members 
Mstep: Class 28 contains 17068 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 3083 members 
Mstep: Class 33 contains 3604 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14590 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942584.000000 Penalty: 82330.375000
Iteration 275Q: 38 clusters Score -1.089426e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 129284 members 
Mstep: Class 3 contains 17452 members 
Mstep: Class 4 contains 7726 members 
Mstep: Class 5 contains 91120 members 
Mstep: Class 6 contains 7613 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 3838 members 
Mstep: Class 9 contains 83246 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49283 members 
Mstep: Class 12 contains 4614 members 
Mstep: Class 13 contains 30853 members 
Mstep: Class 14 contains 4983 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 3377 members 
Mstep: Class 17 contains 7128 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22188 members 
Mstep: Class 20 contains 35398 members 
Mstep: Class 21 contains 5348 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47157 members 
Mstep: Class 24 contains 48487 members 
Mstep: Class 25 contains 5627 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5466 members 
Mstep: Class 28 contains 17072 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 3085 members 
Mstep: Class 33 contains 3604 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14579 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942456.000000 Penalty: 82330.375000
Iteration 276Q: 38 clusters Score -1.089425e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80674 members 
Mstep: Class 2 contains 129288 members 
Mstep: Class 3 contains 17450 members 
Mstep: Class 4 contains 7725 members 
Mstep: Class 5 contains 91107 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 4534 members 
Mstep: Class 8 contains 3838 members 
Mstep: Class 9 contains 83215 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49254 members 
Mstep: Class 12 contains 4638 members 
Mstep: Class 13 contains 30828 members 
Mstep: Class 14 contains 4982 members 
Mstep: Class 15 contains 11631 members 
Mstep: Class 16 contains 3354 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22186 members 
Mstep: Class 20 contains 35404 members 
Mstep: Class 21 contains 5347 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47175 members 
Mstep: Class 24 contains 48478 members 
Mstep: Class 25 contains 5627 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5466 members 
Mstep: Class 28 contains 17074 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 3083 members 
Mstep: Class 33 contains 3605 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14563 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942568.000000 Penalty: 82330.375000
Iteration 277Q: 38 clusters Score -1.089426e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 129282 members 
Mstep: Class 3 contains 17450 members 
Mstep: Class 4 contains 7726 members 
Mstep: Class 5 contains 91084 members 
Mstep: Class 6 contains 7619 members 
Mstep: Class 7 contains 4535 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 83203 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49231 members 
Mstep: Class 12 contains 4664 members 
Mstep: Class 13 contains 30819 members 
Mstep: Class 14 contains 4979 members 
Mstep: Class 15 contains 11636 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 7131 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22185 members 
Mstep: Class 20 contains 35409 members 
Mstep: Class 21 contains 5347 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47194 members 
Mstep: Class 24 contains 48475 members 
Mstep: Class 25 contains 5627 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5466 members 
Mstep: Class 28 contains 17073 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3418 members 
Mstep: Class 32 contains 3080 members 
Mstep: Class 33 contains 3604 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14551 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942728.000000 Penalty: 82330.375000
Iteration 278Q: 38 clusters Score -1.089427e+08 nChanged 379
Entering ConstructFrom: 
Score: -108942728.000000 Penalty: 82330.375000
Entering ConstructFrom: 
Trying to split cluster 1 (80705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80705 members 
Entering Unmasked Estep 
Score: -10353193.000000 Penalty: 1836.015259
	Iteration 0F: 2 clusters Score -1.035319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -10299980.000000 Penalty: 3672.030518
	Iteration 0F: 3 clusters Score -1.029998e+07 nChanged 38392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -10321964.000000 Penalty: 3672.030518
	Iteration 1F: 3 clusters Score -1.032196e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -10322576.000000 Penalty: 3672.030518
	Iteration 2Q: 3 clusters Score -1.032258e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -10323291.000000 Penalty: 3672.030518
	Iteration 3Q: 3 clusters Score -1.032329e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -10324334.000000 Penalty: 3672.030518
	Iteration 4Q: 3 clusters Score -1.032433e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -10326037.000000 Penalty: 3672.030518
	Iteration 5Q: 3 clusters Score -1.032604e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -10329115.000000 Penalty: 3672.030518
	Iteration 6F: 3 clusters Score -1.032912e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -10334254.000000 Penalty: 3672.030518
	Iteration 7F: 3 clusters Score -1.033425e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -10341398.000000 Penalty: 3672.030518
	Iteration 8F: 3 clusters Score -1.03414e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76406 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -10347393.000000 Penalty: 3672.030518
	Iteration 9F: 3 clusters Score -1.034739e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -10350156.000000 Penalty: 3672.030518
	Iteration 10Q: 3 clusters Score -1.035016e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80270 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10351151.000000 Penalty: 3672.030518
	Iteration 11Q: 3 clusters Score -1.035115e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80497 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10351433.000000 Penalty: 3672.030518
	Iteration 12Q: 3 clusters Score -1.035143e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80543 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10351524.000000 Penalty: 3672.030518
	Iteration 13Q: 3 clusters Score -1.035152e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80557 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10351571.000000 Penalty: 3672.030518
	Iteration 14Q: 3 clusters Score -1.035157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80564 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10351603.000000 Penalty: 3672.030518
	Iteration 15Q: 3 clusters Score -1.03516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10351620.000000 Penalty: 3672.030518
	Iteration 16Q: 3 clusters Score -1.035162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80561 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10351628.000000 Penalty: 3672.030518
	Iteration 17Q: 3 clusters Score -1.035163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80562 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10351628.000000 Penalty: 3672.030518
	Iteration 18Q: 3 clusters Score -1.035163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80563 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10351631.000000 Penalty: 3672.030518
	Iteration 19Q: 3 clusters Score -1.035163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80563 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10351631.000000 Penalty: 3672.030518
	Iteration 20F: 3 clusters Score -1.035163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129274 members 
Entering Unmasked Estep 
Score: -16532826.000000 Penalty: 1912.574585
	Iteration 0F: 2 clusters Score -1.653283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64709 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -16450819.000000 Penalty: 3825.149170
	Iteration 0F: 3 clusters Score -1.645082e+07 nChanged 62446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -16486867.000000 Penalty: 3825.149170
	Iteration 1F: 3 clusters Score -1.648687e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -16487973.000000 Penalty: 3825.149170
	Iteration 2Q: 3 clusters Score -1.648797e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -16490108.000000 Penalty: 3825.149170
	Iteration 3Q: 3 clusters Score -1.649011e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79207 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -16493499.000000 Penalty: 3825.149170
	Iteration 4F: 3 clusters Score -1.64935e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86035 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -16498084.000000 Penalty: 3825.149170
	Iteration 5F: 3 clusters Score -1.649808e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -16503165.000000 Penalty: 3825.149170
	Iteration 6F: 3 clusters Score -1.650316e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -16508263.000000 Penalty: 3825.149170
	Iteration 7F: 3 clusters Score -1.650826e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107263 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -16513040.000000 Penalty: 3825.149170
	Iteration 8F: 3 clusters Score -1.651304e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112914 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -16519567.000000 Penalty: 3825.149170
	Iteration 9Q: 3 clusters Score -1.651957e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118316 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -16524816.000000 Penalty: 3825.149170
	Iteration 10Q: 3 clusters Score -1.652482e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123029 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -16528383.000000 Penalty: 3825.149170
	Iteration 11Q: 3 clusters Score -1.652838e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126240 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -16530090.000000 Penalty: 3825.149170
	Iteration 12Q: 3 clusters Score -1.653009e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127952 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -16530775.000000 Penalty: 3825.149170
	Iteration 13Q: 3 clusters Score -1.653078e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128683 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -16530936.000000 Penalty: 3825.149170
	Iteration 14Q: 3 clusters Score -1.653094e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128913 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -16531033.000000 Penalty: 3825.149170
	Iteration 15Q: 3 clusters Score -1.653103e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128998 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16531109.000000 Penalty: 3825.149170
	Iteration 16Q: 3 clusters Score -1.653111e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129036 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16531144.000000 Penalty: 3825.149170
	Iteration 17Q: 3 clusters Score -1.653114e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129042 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16531176.000000 Penalty: 3825.149170
	Iteration 18Q: 3 clusters Score -1.653118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129049 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16531169.000000 Penalty: 3825.149170
	Iteration 19Q: 3 clusters Score -1.653117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129049 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16531184.000000 Penalty: 3825.149170
	Iteration 20F: 3 clusters Score -1.653118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129051 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16531194.000000 Penalty: 3825.149170
	Iteration 21Q: 3 clusters Score -1.653119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129057 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16531207.000000 Penalty: 3825.149170
	Iteration 22Q: 3 clusters Score -1.653121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129058 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16531207.000000 Penalty: 3825.149170
	Iteration 23Q: 3 clusters Score -1.653121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129057 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16531221.000000 Penalty: 3825.149170
	Iteration 24Q: 3 clusters Score -1.653122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129057 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16531221.000000 Penalty: 3825.149170
	Iteration 25Q: 3 clusters Score -1.653122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129058 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16531225.000000 Penalty: 3825.149170
	Iteration 26Q: 3 clusters Score -1.653122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129058 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16531225.000000 Penalty: 3825.149170
	Iteration 27F: 3 clusters Score -1.653122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Entering Unmasked Estep 
Score: -2229318.500000 Penalty: 1587.134277
	Iteration 0F: 2 clusters Score -2229318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2217318.750000 Penalty: 3174.268555
	Iteration 0F: 3 clusters Score -2217319 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2221703.500000 Penalty: 3174.268555
	Iteration 1F: 3 clusters Score -2221704 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2222084.000000 Penalty: 3174.268555
	Iteration 2F: 3 clusters Score -2222084 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2222468.250000 Penalty: 3174.268555
	Iteration 3F: 3 clusters Score -2222468 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2222868.250000 Penalty: 3174.268555
	Iteration 4F: 3 clusters Score -2222868 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2223341.000000 Penalty: 3174.268555
	Iteration 5F: 3 clusters Score -2223341 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2223889.000000 Penalty: 3174.268555
	Iteration 6F: 3 clusters Score -2223889 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2224592.000000 Penalty: 3174.268555
	Iteration 7F: 3 clusters Score -2224592 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2225402.250000 Penalty: 3174.268555
	Iteration 8F: 3 clusters Score -2225402 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2226169.000000 Penalty: 3174.268555
	Iteration 9F: 3 clusters Score -2226169 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2226807.500000 Penalty: 3174.268555
	Iteration 10Q: 3 clusters Score -2226808 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2227307.250000 Penalty: 3174.268555
	Iteration 11Q: 3 clusters Score -2227307 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2227569.000000 Penalty: 3174.268555
	Iteration 12Q: 3 clusters Score -2227569 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2227712.250000 Penalty: 3174.268555
	Iteration 13Q: 3 clusters Score -2227712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2227785.750000 Penalty: 3174.268555
	Iteration 14Q: 3 clusters Score -2227786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2227823.750000 Penalty: 3174.268555
	Iteration 15Q: 3 clusters Score -2227824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2227849.500000 Penalty: 3174.268555
	Iteration 16Q: 3 clusters Score -2227850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2227864.750000 Penalty: 3174.268555
	Iteration 17Q: 3 clusters Score -2227865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2227879.500000 Penalty: 3174.268555
	Iteration 18Q: 3 clusters Score -2227880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2227896.000000 Penalty: 3174.268555
	Iteration 19Q: 3 clusters Score -2227896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2227903.250000 Penalty: 3174.268555
	Iteration 20F: 3 clusters Score -2227903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2227907.250000 Penalty: 3174.268555
	Iteration 21Q: 3 clusters Score -2227907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2227911.250000 Penalty: 3174.268555
	Iteration 22Q: 3 clusters Score -2227911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2227916.250000 Penalty: 3174.268555
	Iteration 23Q: 3 clusters Score -2227916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2227924.500000 Penalty: 3174.268555
	Iteration 24Q: 3 clusters Score -2227924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2227933.250000 Penalty: 3174.268555
	Iteration 25Q: 3 clusters Score -2227933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2227940.750000 Penalty: 3174.268555
	Iteration 26Q: 3 clusters Score -2227941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2227944.000000 Penalty: 3174.268555
	Iteration 27Q: 3 clusters Score -2227944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2227943.000000 Penalty: 3174.268555
	Iteration 28Q: 3 clusters Score -2227943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2227944.500000 Penalty: 3174.268555
	Iteration 29Q: 3 clusters Score -2227944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2227943.750000 Penalty: 3174.268555
	Iteration 30Q: 3 clusters Score -2227944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2227946.000000 Penalty: 3174.268555
	Iteration 31Q: 3 clusters Score -2227946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2227948.750000 Penalty: 3174.268555
	Iteration 32Q: 3 clusters Score -2227949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2227950.250000 Penalty: 3174.268555
	Iteration 33Q: 3 clusters Score -2227950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2227950.250000 Penalty: 3174.268555
	Iteration 34F: 3 clusters Score -2227950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Entering Unmasked Estep 
Score: -977374.812500 Penalty: 1454.756348
	Iteration 0F: 2 clusters Score -977374.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -971618.375000 Penalty: 2909.512695
	Iteration 0F: 3 clusters Score -971618.4 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -973453.937500 Penalty: 2909.512695
	Iteration 1F: 3 clusters Score -973453.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -973822.812500 Penalty: 2909.512695
	Iteration 2F: 3 clusters Score -973822.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -974256.187500 Penalty: 2909.512695
	Iteration 3F: 3 clusters Score -974256.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -974734.250000 Penalty: 2909.512695
	Iteration 4F: 3 clusters Score -974734.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -975208.750000 Penalty: 2909.512695
	Iteration 5F: 3 clusters Score -975208.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -975589.750000 Penalty: 2909.512695
	Iteration 6F: 3 clusters Score -975589.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -975864.187500 Penalty: 2909.512695
	Iteration 7F: 3 clusters Score -975864.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -976036.875000 Penalty: 2909.512695
	Iteration 8Q: 3 clusters Score -976036.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -976152.375000 Penalty: 2909.512695
	Iteration 9Q: 3 clusters Score -976152.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -976245.562500 Penalty: 2909.512695
	Iteration 10Q: 3 clusters Score -976245.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -976327.312500 Penalty: 2909.512695
	Iteration 11Q: 3 clusters Score -976327.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -976389.062500 Penalty: 2909.512695
	Iteration 12Q: 3 clusters Score -976389.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -976438.000000 Penalty: 2909.512695
	Iteration 13Q: 3 clusters Score -976438 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -976481.000000 Penalty: 2909.512695
	Iteration 14Q: 3 clusters Score -976481 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -976514.187500 Penalty: 2909.512695
	Iteration 15Q: 3 clusters Score -976514.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -976545.750000 Penalty: 2909.512695
	Iteration 16Q: 3 clusters Score -976545.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -976569.687500 Penalty: 2909.512695
	Iteration 17Q: 3 clusters Score -976569.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -976586.875000 Penalty: 2909.512695
	Iteration 18Q: 3 clusters Score -976586.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -976605.812500 Penalty: 2909.512695
	Iteration 19Q: 3 clusters Score -976605.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -976620.437500 Penalty: 2909.512695
	Iteration 20F: 3 clusters Score -976620.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -976634.312500 Penalty: 2909.512695
	Iteration 21Q: 3 clusters Score -976634.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -976649.062500 Penalty: 2909.512695
	Iteration 22Q: 3 clusters Score -976649.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -976661.437500 Penalty: 2909.512695
	Iteration 23Q: 3 clusters Score -976661.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -976674.125000 Penalty: 2909.512695
	Iteration 24Q: 3 clusters Score -976674.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -976686.250000 Penalty: 2909.512695
	Iteration 25Q: 3 clusters Score -976686.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -976698.687500 Penalty: 2909.512695
	Iteration 26Q: 3 clusters Score -976698.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -976709.062500 Penalty: 2909.512695
	Iteration 27Q: 3 clusters Score -976709.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -976718.687500 Penalty: 2909.512695
	Iteration 28Q: 3 clusters Score -976718.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -976726.812500 Penalty: 2909.512695
	Iteration 29Q: 3 clusters Score -976726.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -976732.000000 Penalty: 2909.512695
	Iteration 30Q: 3 clusters Score -976732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -976732.750000 Penalty: 2909.512695
	Iteration 31Q: 3 clusters Score -976732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -976734.937500 Penalty: 2909.512695
	Iteration 32Q: 3 clusters Score -976734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -976736.875000 Penalty: 2909.512695
	Iteration 33Q: 3 clusters Score -976736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -976738.125000 Penalty: 2909.512695
	Iteration 34Q: 3 clusters Score -976738.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -976739.187500 Penalty: 2909.512695
	Iteration 35Q: 3 clusters Score -976739.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -976741.375000 Penalty: 2909.512695
	Iteration 36Q: 3 clusters Score -976741.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -976740.437500 Penalty: 2909.512695
	Iteration 37Q: 3 clusters Score -976740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -976741.812500 Penalty: 2909.512695
	Iteration 38Q: 3 clusters Score -976741.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -976742.250000 Penalty: 2909.512695
	Iteration 39Q: 3 clusters Score -976742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -976742.375000 Penalty: 2909.512695
	Iteration 40F: 3 clusters Score -976742.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -976742.875000 Penalty: 2909.512695
	Iteration 41Q: 3 clusters Score -976742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -976743.687500 Penalty: 2909.512695
	Iteration 42Q: 3 clusters Score -976743.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -976743.687500 Penalty: 2909.512695
	Iteration 43F: 3 clusters Score -976743.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (91078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91078 members 
Entering Unmasked Estep 
Score: -11592360.000000 Penalty: 1855.664185
	Iteration 0F: 2 clusters Score -1.159236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -11532494.000000 Penalty: 3711.328369
	Iteration 0F: 3 clusters Score -1.153249e+07 nChanged 43513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -11557392.000000 Penalty: 3711.328369
	Iteration 1F: 3 clusters Score -1.155739e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -11558179.000000 Penalty: 3711.328369
	Iteration 2Q: 3 clusters Score -1.155818e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -11559377.000000 Penalty: 3711.328369
	Iteration 3Q: 3 clusters Score -1.155938e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -11561102.000000 Penalty: 3711.328369
	Iteration 4Q: 3 clusters Score -1.15611e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -11563471.000000 Penalty: 3711.328369
	Iteration 5F: 3 clusters Score -1.156347e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -11566431.000000 Penalty: 3711.328369
	Iteration 6F: 3 clusters Score -1.156643e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -11570074.000000 Penalty: 3711.328369
	Iteration 7F: 3 clusters Score -1.157007e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -11574221.000000 Penalty: 3711.328369
	Iteration 8F: 3 clusters Score -1.157422e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -11578058.000000 Penalty: 3711.328369
	Iteration 9F: 3 clusters Score -1.157806e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -11580343.000000 Penalty: 3711.328369
	Iteration 10Q: 3 clusters Score -1.158034e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -11581444.000000 Penalty: 3711.328369
	Iteration 11Q: 3 clusters Score -1.158144e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -11582159.000000 Penalty: 3711.328369
	Iteration 12Q: 3 clusters Score -1.158216e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -11582759.000000 Penalty: 3711.328369
	Iteration 13Q: 3 clusters Score -1.158276e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 63230 members 
Entering Unmasked Estep 
Score: -11583451.000000 Penalty: 3711.328369
	Iteration 14Q: 3 clusters Score -1.158345e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -11584026.000000 Penalty: 3711.328369
	Iteration 15Q: 3 clusters Score -1.158403e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -11584619.000000 Penalty: 3711.328369
	Iteration 16Q: 3 clusters Score -1.158462e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -11585165.000000 Penalty: 3711.328369
	Iteration 17Q: 3 clusters Score -1.158516e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -11585924.000000 Penalty: 3711.328369
	Iteration 18Q: 3 clusters Score -1.158592e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 69086 members 
Entering Unmasked Estep 
Score: -11586558.000000 Penalty: 3711.328369
	Iteration 19Q: 3 clusters Score -1.158656e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -11587149.000000 Penalty: 3711.328369
	Iteration 20F: 3 clusters Score -1.158715e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 70978 members 
Entering Unmasked Estep 
Score: -11587717.000000 Penalty: 3711.328369
	Iteration 21Q: 3 clusters Score -1.158772e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 71807 members 
Entering Unmasked Estep 
Score: -11588097.000000 Penalty: 3711.328369
	Iteration 22Q: 3 clusters Score -1.15881e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -11588379.000000 Penalty: 3711.328369
	Iteration 23Q: 3 clusters Score -1.158838e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 73166 members 
Entering Unmasked Estep 
Score: -11588639.000000 Penalty: 3711.328369
	Iteration 24Q: 3 clusters Score -1.158864e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -11588806.000000 Penalty: 3711.328369
	Iteration 25Q: 3 clusters Score -1.158881e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -11588909.000000 Penalty: 3711.328369
	Iteration 26Q: 3 clusters Score -1.158891e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -11589021.000000 Penalty: 3711.328369
	Iteration 27Q: 3 clusters Score -1.158902e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 75290 members 
Entering Unmasked Estep 
Score: -11589104.000000 Penalty: 3711.328369
	Iteration 28Q: 3 clusters Score -1.15891e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 75745 members 
Entering Unmasked Estep 
Score: -11589152.000000 Penalty: 3711.328369
	Iteration 29Q: 3 clusters Score -1.158915e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 76201 members 
Entering Unmasked Estep 
Score: -11589190.000000 Penalty: 3711.328369
	Iteration 30Q: 3 clusters Score -1.158919e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 76645 members 
Entering Unmasked Estep 
Score: -11589269.000000 Penalty: 3711.328369
	Iteration 31Q: 3 clusters Score -1.158927e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -11589350.000000 Penalty: 3711.328369
	Iteration 32Q: 3 clusters Score -1.158935e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -11589412.000000 Penalty: 3711.328369
	Iteration 33Q: 3 clusters Score -1.158941e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 77831 members 
Entering Unmasked Estep 
Score: -11589437.000000 Penalty: 3711.328369
	Iteration 34Q: 3 clusters Score -1.158944e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 78200 members 
Entering Unmasked Estep 
Score: -11589517.000000 Penalty: 3711.328369
	Iteration 35Q: 3 clusters Score -1.158952e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -11589541.000000 Penalty: 3711.328369
	Iteration 36Q: 3 clusters Score -1.158954e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 78934 members 
Entering Unmasked Estep 
Score: -11589561.000000 Penalty: 3711.328369
	Iteration 37Q: 3 clusters Score -1.158956e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -11589633.000000 Penalty: 3711.328369
	Iteration 38Q: 3 clusters Score -1.158963e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -11589684.000000 Penalty: 3711.328369
	Iteration 39Q: 3 clusters Score -1.158968e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -11589742.000000 Penalty: 3711.328369
	Iteration 40F: 3 clusters Score -1.158974e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -11589765.000000 Penalty: 3711.328369
	Iteration 41Q: 3 clusters Score -1.158976e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -11589785.000000 Penalty: 3711.328369
	Iteration 42Q: 3 clusters Score -1.158978e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 80891 members 
Entering Unmasked Estep 
Score: -11589823.000000 Penalty: 3711.328369
	Iteration 43Q: 3 clusters Score -1.158982e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 81193 members 
Entering Unmasked Estep 
Score: -11589857.000000 Penalty: 3711.328369
	Iteration 44Q: 3 clusters Score -1.158986e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -11589819.000000 Penalty: 3711.328369
	Iteration 45Q: 3 clusters Score -1.158982e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 81724 members 
Entering Unmasked Estep 
Score: -11589841.000000 Penalty: 3711.328369
	Iteration 46Q: 3 clusters Score -1.158984e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 81963 members 
Entering Unmasked Estep 
Score: -11589812.000000 Penalty: 3711.328369
	Iteration 47Q: 3 clusters Score -1.158981e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -11589832.000000 Penalty: 3711.328369
	Iteration 48Q: 3 clusters Score -1.158983e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
Score: -11589823.000000 Penalty: 3711.328369
	Iteration 49Q: 3 clusters Score -1.158982e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -11589857.000000 Penalty: 3711.328369
	Iteration 50Q: 3 clusters Score -1.158986e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 82831 members 
Entering Unmasked Estep 
Score: -11589881.000000 Penalty: 3711.328369
	Iteration 51Q: 3 clusters Score -1.158988e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 83055 members 
Entering Unmasked Estep 
Score: -11589914.000000 Penalty: 3711.328369
	Iteration 52Q: 3 clusters Score -1.158991e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 83290 members 
Entering Unmasked Estep 
Score: -11589953.000000 Penalty: 3711.328369
	Iteration 53Q: 3 clusters Score -1.158995e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 83522 members 
Entering Unmasked Estep 
Score: -11589931.000000 Penalty: 3711.328369
	Iteration 54Q: 3 clusters Score -1.158993e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 83752 members 
Entering Unmasked Estep 
Score: -11590002.000000 Penalty: 3711.328369
	Iteration 55Q: 3 clusters Score -1.159e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 83987 members 
Entering Unmasked Estep 
Score: -11589990.000000 Penalty: 3711.328369
	Iteration 56Q: 3 clusters Score -1.158999e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 84225 members 
Entering Unmasked Estep 
Score: -11590055.000000 Penalty: 3711.328369
	Iteration 57Q: 3 clusters Score -1.159006e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 84465 members 
Entering Unmasked Estep 
Score: -11590090.000000 Penalty: 3711.328369
	Iteration 58Q: 3 clusters Score -1.159009e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
Score: -11590096.000000 Penalty: 3711.328369
	Iteration 59Q: 3 clusters Score -1.15901e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -11590144.000000 Penalty: 3711.328369
	Iteration 60F: 3 clusters Score -1.159014e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 85188 members 
Entering Unmasked Estep 
Score: -11590195.000000 Penalty: 3711.328369
	Iteration 61Q: 3 clusters Score -1.15902e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 85448 members 
Entering Unmasked Estep 
Score: -11590260.000000 Penalty: 3711.328369
	Iteration 62Q: 3 clusters Score -1.159026e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 85685 members 
Entering Unmasked Estep 
Score: -11590264.000000 Penalty: 3711.328369
	Iteration 63Q: 3 clusters Score -1.159026e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 85917 members 
Entering Unmasked Estep 
Score: -11590286.000000 Penalty: 3711.328369
	Iteration 64Q: 3 clusters Score -1.159029e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 86132 members 
Entering Unmasked Estep 
Score: -11590305.000000 Penalty: 3711.328369
	Iteration 65Q: 3 clusters Score -1.15903e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 86331 members 
Entering Unmasked Estep 
Score: -11590345.000000 Penalty: 3711.328369
	Iteration 66Q: 3 clusters Score -1.159034e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -11590337.000000 Penalty: 3711.328369
	Iteration 67Q: 3 clusters Score -1.159034e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -11590383.000000 Penalty: 3711.328369
	Iteration 68Q: 3 clusters Score -1.159038e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 86847 members 
Entering Unmasked Estep 
Score: -11590360.000000 Penalty: 3711.328369
	Iteration 69Q: 3 clusters Score -1.159036e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 87000 members 
Entering Unmasked Estep 
Score: -11590358.000000 Penalty: 3711.328369
	Iteration 70Q: 3 clusters Score -1.159036e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 87146 members 
Entering Unmasked Estep 
Score: -11590399.000000 Penalty: 3711.328369
	Iteration 71Q: 3 clusters Score -1.15904e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 87286 members 
Entering Unmasked Estep 
Score: -11590421.000000 Penalty: 3711.328369
	Iteration 72Q: 3 clusters Score -1.159042e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 87414 members 
Entering Unmasked Estep 
Score: -11590446.000000 Penalty: 3711.328369
	Iteration 73Q: 3 clusters Score -1.159045e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 87525 members 
Entering Unmasked Estep 
Score: -11590443.000000 Penalty: 3711.328369
	Iteration 74Q: 3 clusters Score -1.159044e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -11590482.000000 Penalty: 3711.328369
	Iteration 75Q: 3 clusters Score -1.159048e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 87731 members 
Entering Unmasked Estep 
Score: -11590494.000000 Penalty: 3711.328369
	Iteration 76Q: 3 clusters Score -1.159049e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 87842 members 
Entering Unmasked Estep 
Score: -11590499.000000 Penalty: 3711.328369
	Iteration 77Q: 3 clusters Score -1.15905e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 87950 members 
Entering Unmasked Estep 
Score: -11590488.000000 Penalty: 3711.328369
	Iteration 78Q: 3 clusters Score -1.159049e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -11590486.000000 Penalty: 3711.328369
	Iteration 79Q: 3 clusters Score -1.159049e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -11590519.000000 Penalty: 3711.328369
	Iteration 80F: 3 clusters Score -1.159052e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 88209 members 
Entering Unmasked Estep 
Score: -11590525.000000 Penalty: 3711.328369
	Iteration 81Q: 3 clusters Score -1.159052e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 88281 members 
Entering Unmasked Estep 
Score: -11590508.000000 Penalty: 3711.328369
	Iteration 82Q: 3 clusters Score -1.159051e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 88353 members 
Entering Unmasked Estep 
Score: -11590494.000000 Penalty: 3711.328369
	Iteration 83Q: 3 clusters Score -1.159049e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 88429 members 
Entering Unmasked Estep 
Score: -11590539.000000 Penalty: 3711.328369
	Iteration 84Q: 3 clusters Score -1.159054e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 88502 members 
Entering Unmasked Estep 
Score: -11590551.000000 Penalty: 3711.328369
	Iteration 85Q: 3 clusters Score -1.159055e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 88571 members 
Entering Unmasked Estep 
Score: -11590550.000000 Penalty: 3711.328369
	Iteration 86Q: 3 clusters Score -1.159055e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 88635 members 
Entering Unmasked Estep 
Score: -11590553.000000 Penalty: 3711.328369
	Iteration 87Q: 3 clusters Score -1.159055e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -11590542.000000 Penalty: 3711.328369
	Iteration 88Q: 3 clusters Score -1.159054e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 88776 members 
Entering Unmasked Estep 
Score: -11590568.000000 Penalty: 3711.328369
	Iteration 89Q: 3 clusters Score -1.159057e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 88856 members 
Entering Unmasked Estep 
Score: -11590599.000000 Penalty: 3711.328369
	Iteration 90Q: 3 clusters Score -1.15906e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -11590614.000000 Penalty: 3711.328369
	Iteration 91Q: 3 clusters Score -1.159061e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -11590611.000000 Penalty: 3711.328369
	Iteration 92Q: 3 clusters Score -1.159061e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -11590646.000000 Penalty: 3711.328369
	Iteration 93Q: 3 clusters Score -1.159065e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 89161 members 
Entering Unmasked Estep 
Score: -11590664.000000 Penalty: 3711.328369
	Iteration 94Q: 3 clusters Score -1.159066e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 89221 members 
Entering Unmasked Estep 
Score: -11590678.000000 Penalty: 3711.328369
	Iteration 95Q: 3 clusters Score -1.159068e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -11590705.000000 Penalty: 3711.328369
	Iteration 96Q: 3 clusters Score -1.15907e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 89349 members 
Entering Unmasked Estep 
Score: -11590711.000000 Penalty: 3711.328369
	Iteration 97Q: 3 clusters Score -1.159071e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -11590700.000000 Penalty: 3711.328369
	Iteration 98Q: 3 clusters Score -1.15907e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 89442 members 
Entering Unmasked Estep 
Score: -11590700.000000 Penalty: 3711.328369
	Iteration 99Q: 3 clusters Score -1.15907e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 89495 members 
Entering Unmasked Estep 
Score: -11590735.000000 Penalty: 3711.328369
	Iteration 100F: 3 clusters Score -1.159074e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 89545 members 
Entering Unmasked Estep 
Score: -11590732.000000 Penalty: 3711.328369
	Iteration 101Q: 3 clusters Score -1.159073e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 89595 members 
Entering Unmasked Estep 
Score: -11590756.000000 Penalty: 3711.328369
	Iteration 102Q: 3 clusters Score -1.159076e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 89647 members 
Entering Unmasked Estep 
Score: -11590768.000000 Penalty: 3711.328369
	Iteration 103Q: 3 clusters Score -1.159077e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -11590806.000000 Penalty: 3711.328369
	Iteration 104Q: 3 clusters Score -1.159081e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -11590804.000000 Penalty: 3711.328369
	Iteration 105Q: 3 clusters Score -1.15908e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 89773 members 
Entering Unmasked Estep 
Score: -11590812.000000 Penalty: 3711.328369
	Iteration 106Q: 3 clusters Score -1.159081e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 89801 members 
Entering Unmasked Estep 
Score: -11590807.000000 Penalty: 3711.328369
	Iteration 107Q: 3 clusters Score -1.159081e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 89837 members 
Entering Unmasked Estep 
Score: -11590830.000000 Penalty: 3711.328369
	Iteration 108Q: 3 clusters Score -1.159083e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 89870 members 
Entering Unmasked Estep 
Score: -11590842.000000 Penalty: 3711.328369
	Iteration 109Q: 3 clusters Score -1.159084e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -11590833.000000 Penalty: 3711.328369
	Iteration 110Q: 3 clusters Score -1.159083e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -11590834.000000 Penalty: 3711.328369
	Iteration 111Q: 3 clusters Score -1.159083e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 89950 members 
Entering Unmasked Estep 
Score: -11590843.000000 Penalty: 3711.328369
	Iteration 112Q: 3 clusters Score -1.159084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 89966 members 
Entering Unmasked Estep 
Score: -11590849.000000 Penalty: 3711.328369
	Iteration 113Q: 3 clusters Score -1.159085e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 89991 members 
Entering Unmasked Estep 
Score: -11590855.000000 Penalty: 3711.328369
	Iteration 114Q: 3 clusters Score -1.159086e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 90017 members 
Entering Unmasked Estep 
Score: -11590873.000000 Penalty: 3711.328369
	Iteration 115Q: 3 clusters Score -1.159087e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 90040 members 
Entering Unmasked Estep 
Score: -11590875.000000 Penalty: 3711.328369
	Iteration 116Q: 3 clusters Score -1.159088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -11590894.000000 Penalty: 3711.328369
	Iteration 117Q: 3 clusters Score -1.159089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 90075 members 
Entering Unmasked Estep 
Score: -11590896.000000 Penalty: 3711.328369
	Iteration 118Q: 3 clusters Score -1.15909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -11590900.000000 Penalty: 3711.328369
	Iteration 119Q: 3 clusters Score -1.15909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 90093 members 
Entering Unmasked Estep 
Score: -11590905.000000 Penalty: 3711.328369
	Iteration 120F: 3 clusters Score -1.15909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 90100 members 
Entering Unmasked Estep 
Score: -11590908.000000 Penalty: 3711.328369
	Iteration 121Q: 3 clusters Score -1.159091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 90110 members 
Entering Unmasked Estep 
Score: -11590914.000000 Penalty: 3711.328369
	Iteration 122Q: 3 clusters Score -1.159091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 90122 members 
Entering Unmasked Estep 
Score: -11590921.000000 Penalty: 3711.328369
	Iteration 123Q: 3 clusters Score -1.159092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 90129 members 
Entering Unmasked Estep 
Score: -11590923.000000 Penalty: 3711.328369
	Iteration 124Q: 3 clusters Score -1.159092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 90132 members 
Entering Unmasked Estep 
Score: -11590918.000000 Penalty: 3711.328369
	Iteration 125Q: 3 clusters Score -1.159092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -11590930.000000 Penalty: 3711.328369
	Iteration 126Q: 3 clusters Score -1.159093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 90144 members 
Entering Unmasked Estep 
Score: -11590922.000000 Penalty: 3711.328369
	Iteration 127Q: 3 clusters Score -1.159092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -11590922.000000 Penalty: 3711.328369
	Iteration 128Q: 3 clusters Score -1.159092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 90157 members 
Entering Unmasked Estep 
Score: -11590935.000000 Penalty: 3711.328369
	Iteration 129Q: 3 clusters Score -1.159094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 90163 members 
Entering Unmasked Estep 
Score: -11590930.000000 Penalty: 3711.328369
	Iteration 130Q: 3 clusters Score -1.159093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 90167 members 
Entering Unmasked Estep 
Score: -11590938.000000 Penalty: 3711.328369
	Iteration 131Q: 3 clusters Score -1.159094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 90169 members 
Entering Unmasked Estep 
Score: -11590935.000000 Penalty: 3711.328369
	Iteration 132Q: 3 clusters Score -1.159094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 90174 members 
Entering Unmasked Estep 
Score: -11590932.000000 Penalty: 3711.328369
	Iteration 133Q: 3 clusters Score -1.159093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -11590927.000000 Penalty: 3711.328369
	Iteration 134Q: 3 clusters Score -1.159093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -11590923.000000 Penalty: 3711.328369
	Iteration 135Q: 3 clusters Score -1.159092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 90185 members 
Entering Unmasked Estep 
Score: -11590921.000000 Penalty: 3711.328369
	Iteration 136Q: 3 clusters Score -1.159092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -11590932.000000 Penalty: 3711.328369
	Iteration 137Q: 3 clusters Score -1.159093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -11590930.000000 Penalty: 3711.328369
	Iteration 138Q: 3 clusters Score -1.159093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 90196 members 
Entering Unmasked Estep 
Score: -11590917.000000 Penalty: 3711.328369
	Iteration 139Q: 3 clusters Score -1.159092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 90197 members 
Entering Unmasked Estep 
Score: -11590919.000000 Penalty: 3711.328369
	Iteration 140F: 3 clusters Score -1.159092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 90199 members 
Entering Unmasked Estep 
Score: -11590924.000000 Penalty: 3711.328369
	Iteration 141Q: 3 clusters Score -1.159092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -11590929.000000 Penalty: 3711.328369
	Iteration 142Q: 3 clusters Score -1.159093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -11590929.000000 Penalty: 3711.328369
	Iteration 143F: 3 clusters Score -1.159093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Entering Unmasked Estep 
Score: -928170.625000 Penalty: 1452.511475
	Iteration 0F: 2 clusters Score -928170.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -922550.500000 Penalty: 2905.022949
	Iteration 0F: 3 clusters Score -922550.5 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -924324.812500 Penalty: 2905.022949
	Iteration 1F: 3 clusters Score -924324.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -924659.625000 Penalty: 2905.022949
	Iteration 2F: 3 clusters Score -924659.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -925049.375000 Penalty: 2905.022949
	Iteration 3F: 3 clusters Score -925049.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -925466.375000 Penalty: 2905.022949
	Iteration 4F: 3 clusters Score -925466.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -925896.500000 Penalty: 2905.022949
	Iteration 5F: 3 clusters Score -925896.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -926291.125000 Penalty: 2905.022949
	Iteration 6F: 3 clusters Score -926291.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -926642.187500 Penalty: 2905.022949
	Iteration 7F: 3 clusters Score -926642.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -926929.562500 Penalty: 2905.022949
	Iteration 8Q: 3 clusters Score -926929.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -927142.125000 Penalty: 2905.022949
	Iteration 9Q: 3 clusters Score -927142.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -927318.812500 Penalty: 2905.022949
	Iteration 10Q: 3 clusters Score -927318.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -927428.250000 Penalty: 2905.022949
	Iteration 11Q: 3 clusters Score -927428.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -927493.062500 Penalty: 2905.022949
	Iteration 12Q: 3 clusters Score -927493.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -927539.125000 Penalty: 2905.022949
	Iteration 13Q: 3 clusters Score -927539.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -927570.500000 Penalty: 2905.022949
	Iteration 14Q: 3 clusters Score -927570.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -927583.875000 Penalty: 2905.022949
	Iteration 15Q: 3 clusters Score -927583.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -927592.125000 Penalty: 2905.022949
	Iteration 16Q: 3 clusters Score -927592.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -927599.312500 Penalty: 2905.022949
	Iteration 17Q: 3 clusters Score -927599.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -927603.750000 Penalty: 2905.022949
	Iteration 18Q: 3 clusters Score -927603.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -927606.812500 Penalty: 2905.022949
	Iteration 19Q: 3 clusters Score -927606.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -927608.312500 Penalty: 2905.022949
	Iteration 20F: 3 clusters Score -927608.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -927611.625000 Penalty: 2905.022949
	Iteration 21Q: 3 clusters Score -927611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -927615.437500 Penalty: 2905.022949
	Iteration 22Q: 3 clusters Score -927615.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -927613.875000 Penalty: 2905.022949
	Iteration 23Q: 3 clusters Score -927613.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -927614.937500 Penalty: 2905.022949
	Iteration 24Q: 3 clusters Score -927614.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -927615.625000 Penalty: 2905.022949
	Iteration 25Q: 3 clusters Score -927615.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -927615.625000 Penalty: 2905.022949
	Iteration 26F: 3 clusters Score -927615.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Entering Unmasked Estep 
Score: -497708.031250 Penalty: 1368.181885
	Iteration 0F: 2 clusters Score -497708 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 2227 members 
Entering Unmasked Estep 
Score: -494065.531250 Penalty: 2736.363770
	Iteration 0F: 3 clusters Score -494065.5 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -495733.000000 Penalty: 2736.363770
	Iteration 1F: 3 clusters Score -495733 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -496446.031250 Penalty: 2736.363770
	Iteration 2F: 3 clusters Score -496446 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -496877.093750 Penalty: 2736.363770
	Iteration 3F: 3 clusters Score -496877.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -497116.375000 Penalty: 2736.363770
	Iteration 4F: 3 clusters Score -497116.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -497220.375000 Penalty: 2736.363770
	Iteration 5Q: 3 clusters Score -497220.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -497289.093750 Penalty: 2736.363770
	Iteration 6Q: 3 clusters Score -497289.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -497321.250000 Penalty: 2736.363770
	Iteration 7Q: 3 clusters Score -497321.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -497340.750000 Penalty: 2736.363770
	Iteration 8Q: 3 clusters Score -497340.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -497359.843750 Penalty: 2736.363770
	Iteration 9Q: 3 clusters Score -497359.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -497374.968750 Penalty: 2736.363770
	Iteration 10Q: 3 clusters Score -497375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -497382.062500 Penalty: 2736.363770
	Iteration 11Q: 3 clusters Score -497382.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -497388.687500 Penalty: 2736.363770
	Iteration 12Q: 3 clusters Score -497388.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -497391.718750 Penalty: 2736.363770
	Iteration 13Q: 3 clusters Score -497391.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -497395.312500 Penalty: 2736.363770
	Iteration 14Q: 3 clusters Score -497395.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -497397.468750 Penalty: 2736.363770
	Iteration 15Q: 3 clusters Score -497397.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -497398.312500 Penalty: 2736.363770
	Iteration 16Q: 3 clusters Score -497398.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -497400.218750 Penalty: 2736.363770
	Iteration 17Q: 3 clusters Score -497400.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -497402.593750 Penalty: 2736.363770
	Iteration 18Q: 3 clusters Score -497402.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -497403.937500 Penalty: 2736.363770
	Iteration 19Q: 3 clusters Score -497403.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -497406.156250 Penalty: 2736.363770
	Iteration 20F: 3 clusters Score -497406.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -497407.156250 Penalty: 2736.363770
	Iteration 21Q: 3 clusters Score -497407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -497408.687500 Penalty: 2736.363770
	Iteration 22Q: 3 clusters Score -497408.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -497410.343750 Penalty: 2736.363770
	Iteration 23Q: 3 clusters Score -497410.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -497412.000000 Penalty: 2736.363770
	Iteration 24Q: 3 clusters Score -497412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -497412.343750 Penalty: 2736.363770
	Iteration 25Q: 3 clusters Score -497412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -497412.281250 Penalty: 2736.363770
	Iteration 26Q: 3 clusters Score -497412.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -497412.281250 Penalty: 2736.363770
	Iteration 27F: 3 clusters Score -497412.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Entering Unmasked Estep 
Score: -481830.875000 Penalty: 1341.022461
	Iteration 0F: 2 clusters Score -481830.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -478630.468750 Penalty: 2682.044922
	Iteration 0F: 3 clusters Score -478630.5 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -479643.312500 Penalty: 2682.044922
	Iteration 1F: 3 clusters Score -479643.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -480056.718750 Penalty: 2682.044922
	Iteration 2F: 3 clusters Score -480056.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -480352.812500 Penalty: 2682.044922
	Iteration 3F: 3 clusters Score -480352.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -480579.406250 Penalty: 2682.044922
	Iteration 4F: 3 clusters Score -480579.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -480732.625000 Penalty: 2682.044922
	Iteration 5F: 3 clusters Score -480732.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -480816.812500 Penalty: 2682.044922
	Iteration 6Q: 3 clusters Score -480816.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -480872.156250 Penalty: 2682.044922
	Iteration 7Q: 3 clusters Score -480872.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -480904.593750 Penalty: 2682.044922
	Iteration 8Q: 3 clusters Score -480904.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -480922.937500 Penalty: 2682.044922
	Iteration 9Q: 3 clusters Score -480922.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -480933.187500 Penalty: 2682.044922
	Iteration 10Q: 3 clusters Score -480933.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -480941.781250 Penalty: 2682.044922
	Iteration 11Q: 3 clusters Score -480941.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -480948.750000 Penalty: 2682.044922
	Iteration 12Q: 3 clusters Score -480948.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -480952.187500 Penalty: 2682.044922
	Iteration 13Q: 3 clusters Score -480952.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -480956.875000 Penalty: 2682.044922
	Iteration 14Q: 3 clusters Score -480956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -480957.843750 Penalty: 2682.044922
	Iteration 15Q: 3 clusters Score -480957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -480958.781250 Penalty: 2682.044922
	Iteration 16Q: 3 clusters Score -480958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -480959.531250 Penalty: 2682.044922
	Iteration 17Q: 3 clusters Score -480959.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -480962.031250 Penalty: 2682.044922
	Iteration 18Q: 3 clusters Score -480962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -480962.281250 Penalty: 2682.044922
	Iteration 19Q: 3 clusters Score -480962.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -480962.281250 Penalty: 2682.044922
	Iteration 20F: 3 clusters Score -480962.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83178 members 
Entering Unmasked Estep 
Score: -9847572.000000 Penalty: 1840.919922
	Iteration 0F: 2 clusters Score -9847572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -9792160.000000 Penalty: 3681.839844
	Iteration 0F: 3 clusters Score -9792160 nChanged 39600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -9816077.000000 Penalty: 3681.839844
	Iteration 1F: 3 clusters Score -9816077 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -9818149.000000 Penalty: 3681.839844
	Iteration 2F: 3 clusters Score -9818149 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -9821263.000000 Penalty: 3681.839844
	Iteration 3F: 3 clusters Score -9821263 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -9825062.000000 Penalty: 3681.839844
	Iteration 4F: 3 clusters Score -9825062 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -9829115.000000 Penalty: 3681.839844
	Iteration 5F: 3 clusters Score -9829115 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -9832511.000000 Penalty: 3681.839844
	Iteration 6F: 3 clusters Score -9832511 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -9834702.000000 Penalty: 3681.839844
	Iteration 7F: 3 clusters Score -9834702 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -9836008.000000 Penalty: 3681.839844
	Iteration 8Q: 3 clusters Score -9836008 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -9836700.000000 Penalty: 3681.839844
	Iteration 9Q: 3 clusters Score -9836700 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -9837127.000000 Penalty: 3681.839844
	Iteration 10Q: 3 clusters Score -9837127 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -9837317.000000 Penalty: 3681.839844
	Iteration 11Q: 3 clusters Score -9837317 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -9837468.000000 Penalty: 3681.839844
	Iteration 12Q: 3 clusters Score -9837468 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -9837598.000000 Penalty: 3681.839844
	Iteration 13Q: 3 clusters Score -9837598 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -9837743.000000 Penalty: 3681.839844
	Iteration 14Q: 3 clusters Score -9837743 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -9837885.000000 Penalty: 3681.839844
	Iteration 15Q: 3 clusters Score -9837885 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -9837972.000000 Penalty: 3681.839844
	Iteration 16Q: 3 clusters Score -9837972 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -9838055.000000 Penalty: 3681.839844
	Iteration 17Q: 3 clusters Score -9838055 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -9838180.000000 Penalty: 3681.839844
	Iteration 18Q: 3 clusters Score -9838180 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -9838302.000000 Penalty: 3681.839844
	Iteration 19Q: 3 clusters Score -9838302 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -9838429.000000 Penalty: 3681.839844
	Iteration 20F: 3 clusters Score -9838429 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 55881 members 
Entering Unmasked Estep 
Score: -9838550.000000 Penalty: 3681.839844
	Iteration 21Q: 3 clusters Score -9838550 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -9838702.000000 Penalty: 3681.839844
	Iteration 22Q: 3 clusters Score -9838702 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -9838873.000000 Penalty: 3681.839844
	Iteration 23Q: 3 clusters Score -9838873 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -9838968.000000 Penalty: 3681.839844
	Iteration 24Q: 3 clusters Score -9838968 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 58710 members 
Entering Unmasked Estep 
Score: -9839122.000000 Penalty: 3681.839844
	Iteration 25Q: 3 clusters Score -9839122 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -9839200.000000 Penalty: 3681.839844
	Iteration 26Q: 3 clusters Score -9839200 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -9839363.000000 Penalty: 3681.839844
	Iteration 27Q: 3 clusters Score -9839363 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -9839444.000000 Penalty: 3681.839844
	Iteration 28Q: 3 clusters Score -9839444 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -9839601.000000 Penalty: 3681.839844
	Iteration 29Q: 3 clusters Score -9839601 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -9839841.000000 Penalty: 3681.839844
	Iteration 30Q: 3 clusters Score -9839841 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -9839999.000000 Penalty: 3681.839844
	Iteration 31Q: 3 clusters Score -9839999 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -9840260.000000 Penalty: 3681.839844
	Iteration 32Q: 3 clusters Score -9840260 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -9840544.000000 Penalty: 3681.839844
	Iteration 33Q: 3 clusters Score -9840544 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -9840838.000000 Penalty: 3681.839844
	Iteration 34Q: 3 clusters Score -9840838 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -9841169.000000 Penalty: 3681.839844
	Iteration 35Q: 3 clusters Score -9841169 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -9841522.000000 Penalty: 3681.839844
	Iteration 36Q: 3 clusters Score -9841522 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 69946 members 
Entering Unmasked Estep 
Score: -9841867.000000 Penalty: 3681.839844
	Iteration 37Q: 3 clusters Score -9841867 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -9842301.000000 Penalty: 3681.839844
	Iteration 38Q: 3 clusters Score -9842301 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -9842787.000000 Penalty: 3681.839844
	Iteration 39Q: 3 clusters Score -9842787 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 73543 members 
Entering Unmasked Estep 
Score: -9843309.000000 Penalty: 3681.839844
	Iteration 40F: 3 clusters Score -9843309 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 74689 members 
Entering Unmasked Estep 
Score: -9843889.000000 Penalty: 3681.839844
	Iteration 41Q: 3 clusters Score -9843889 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -9844449.000000 Penalty: 3681.839844
	Iteration 42Q: 3 clusters Score -9844449 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 76790 members 
Entering Unmasked Estep 
Score: -9844998.000000 Penalty: 3681.839844
	Iteration 43Q: 3 clusters Score -9844998 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 77632 members 
Entering Unmasked Estep 
Score: -9845406.000000 Penalty: 3681.839844
	Iteration 44Q: 3 clusters Score -9845406 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
Score: -9845794.000000 Penalty: 3681.839844
	Iteration 45Q: 3 clusters Score -9845794 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 78944 members 
Entering Unmasked Estep 
Score: -9846074.000000 Penalty: 3681.839844
	Iteration 46Q: 3 clusters Score -9846074 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -9846322.000000 Penalty: 3681.839844
	Iteration 47Q: 3 clusters Score -9846322 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -9846464.000000 Penalty: 3681.839844
	Iteration 48Q: 3 clusters Score -9846464 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 80028 members 
Entering Unmasked Estep 
Score: -9846607.000000 Penalty: 3681.839844
	Iteration 49Q: 3 clusters Score -9846607 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 80237 members 
Entering Unmasked Estep 
Score: -9846678.000000 Penalty: 3681.839844
	Iteration 50Q: 3 clusters Score -9846678 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 80397 members 
Entering Unmasked Estep 
Score: -9846744.000000 Penalty: 3681.839844
	Iteration 51Q: 3 clusters Score -9846744 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 80499 members 
Entering Unmasked Estep 
Score: -9846754.000000 Penalty: 3681.839844
	Iteration 52Q: 3 clusters Score -9846754 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -9846787.000000 Penalty: 3681.839844
	Iteration 53Q: 3 clusters Score -9846787 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 80644 members 
Entering Unmasked Estep 
Score: -9846833.000000 Penalty: 3681.839844
	Iteration 54Q: 3 clusters Score -9846833 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 80685 members 
Entering Unmasked Estep 
Score: -9846842.000000 Penalty: 3681.839844
	Iteration 55Q: 3 clusters Score -9846842 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -9846854.000000 Penalty: 3681.839844
	Iteration 56Q: 3 clusters Score -9846854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 80769 members 
Entering Unmasked Estep 
Score: -9846861.000000 Penalty: 3681.839844
	Iteration 57Q: 3 clusters Score -9846861 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
Score: -9846879.000000 Penalty: 3681.839844
	Iteration 58Q: 3 clusters Score -9846879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -9846892.000000 Penalty: 3681.839844
	Iteration 59Q: 3 clusters Score -9846892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 80836 members 
Entering Unmasked Estep 
Score: -9846894.000000 Penalty: 3681.839844
	Iteration 60F: 3 clusters Score -9846894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 80846 members 
Entering Unmasked Estep 
Score: -9846904.000000 Penalty: 3681.839844
	Iteration 61Q: 3 clusters Score -9846904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 80861 members 
Entering Unmasked Estep 
Score: -9846904.000000 Penalty: 3681.839844
	Iteration 62Q: 3 clusters Score -9846904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -9846908.000000 Penalty: 3681.839844
	Iteration 63Q: 3 clusters Score -9846908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -9846911.000000 Penalty: 3681.839844
	Iteration 64Q: 3 clusters Score -9846911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -9846915.000000 Penalty: 3681.839844
	Iteration 65Q: 3 clusters Score -9846915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -9846913.000000 Penalty: 3681.839844
	Iteration 66Q: 3 clusters Score -9846913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 80901 members 
Entering Unmasked Estep 
Score: -9846909.000000 Penalty: 3681.839844
	Iteration 67Q: 3 clusters Score -9846909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -9846917.000000 Penalty: 3681.839844
	Iteration 68Q: 3 clusters Score -9846917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -9846916.000000 Penalty: 3681.839844
	Iteration 69Q: 3 clusters Score -9846916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -9846917.000000 Penalty: 3681.839844
	Iteration 70Q: 3 clusters Score -9846917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 80906 members 
Entering Unmasked Estep 
Score: -9846918.000000 Penalty: 3681.839844
	Iteration 71Q: 3 clusters Score -9846918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -9846921.000000 Penalty: 3681.839844
	Iteration 72Q: 3 clusters Score -9846921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -9846921.000000 Penalty: 3681.839844
	Iteration 73F: 3 clusters Score -9846921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -164095.750000 Penalty: 1171.036377
	Iteration 0F: 2 clusters Score -164095.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -162462.859375 Penalty: 2342.072754
	Iteration 0F: 3 clusters Score -162462.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -162738.546875 Penalty: 2342.072754
	Iteration 1F: 3 clusters Score -162738.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -162815.234375 Penalty: 2342.072754
	Iteration 2F: 3 clusters Score -162815.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -162860.500000 Penalty: 2342.072754
	Iteration 3Q: 3 clusters Score -162860.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -162886.546875 Penalty: 2342.072754
	Iteration 4Q: 3 clusters Score -162886.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -162914.421875 Penalty: 2342.072754
	Iteration 5Q: 3 clusters Score -162914.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -162935.187500 Penalty: 2342.072754
	Iteration 6Q: 3 clusters Score -162935.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -162948.109375 Penalty: 2342.072754
	Iteration 7Q: 3 clusters Score -162948.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -162958.218750 Penalty: 2342.072754
	Iteration 8Q: 3 clusters Score -162958.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -162967.609375 Penalty: 2342.072754
	Iteration 9Q: 3 clusters Score -162967.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -162977.703125 Penalty: 2342.072754
	Iteration 10Q: 3 clusters Score -162977.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -162987.734375 Penalty: 2342.072754
	Iteration 11Q: 3 clusters Score -162987.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -162997.453125 Penalty: 2342.072754
	Iteration 12Q: 3 clusters Score -162997.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -163006.640625 Penalty: 2342.072754
	Iteration 13Q: 3 clusters Score -163006.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -163012.500000 Penalty: 2342.072754
	Iteration 14Q: 3 clusters Score -163012.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -163022.859375 Penalty: 2342.072754
	Iteration 15Q: 3 clusters Score -163022.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -163030.546875 Penalty: 2342.072754
	Iteration 16Q: 3 clusters Score -163030.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -163033.906250 Penalty: 2342.072754
	Iteration 17Q: 3 clusters Score -163033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -163035.625000 Penalty: 2342.072754
	Iteration 18Q: 3 clusters Score -163035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -163036.687500 Penalty: 2342.072754
	Iteration 19Q: 3 clusters Score -163036.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -163039.750000 Penalty: 2342.072754
	Iteration 20F: 3 clusters Score -163039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -163041.359375 Penalty: 2342.072754
	Iteration 21Q: 3 clusters Score -163041.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -163042.453125 Penalty: 2342.072754
	Iteration 22Q: 3 clusters Score -163042.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -163043.375000 Penalty: 2342.072754
	Iteration 23Q: 3 clusters Score -163043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -163044.281250 Penalty: 2342.072754
	Iteration 24Q: 3 clusters Score -163044.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -163048.062500 Penalty: 2342.072754
	Iteration 25Q: 3 clusters Score -163048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -163049.062500 Penalty: 2342.072754
	Iteration 26Q: 3 clusters Score -163049.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -163050.781250 Penalty: 2342.072754
	Iteration 27Q: 3 clusters Score -163050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -163051.078125 Penalty: 2342.072754
	Iteration 28Q: 3 clusters Score -163051.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -163051.078125 Penalty: 2342.072754
	Iteration 29F: 3 clusters Score -163051.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Entering Unmasked Estep 
Score: -6293536.500000 Penalty: 1755.576416
	Iteration 0F: 2 clusters Score -6293536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -6260714.000000 Penalty: 3511.152832
	Iteration 0F: 3 clusters Score -6260714 nChanged 22972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -6273938.500000 Penalty: 3511.152832
	Iteration 1F: 3 clusters Score -6273938 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -6274769.500000 Penalty: 3511.152832
	Iteration 2Q: 3 clusters Score -6274770 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -6275823.500000 Penalty: 3511.152832
	Iteration 3Q: 3 clusters Score -6275824 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -6277395.000000 Penalty: 3511.152832
	Iteration 4F: 3 clusters Score -6277395 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -6279641.000000 Penalty: 3511.152832
	Iteration 5F: 3 clusters Score -6279641 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -6282475.000000 Penalty: 3511.152832
	Iteration 6F: 3 clusters Score -6282475 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -6285209.000000 Penalty: 3511.152832
	Iteration 7F: 3 clusters Score -6285209 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -6287424.000000 Penalty: 3511.152832
	Iteration 8F: 3 clusters Score -6287424 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -6288969.500000 Penalty: 3511.152832
	Iteration 9Q: 3 clusters Score -6288970 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -6289979.000000 Penalty: 3511.152832
	Iteration 10Q: 3 clusters Score -6289979 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -6290671.000000 Penalty: 3511.152832
	Iteration 11Q: 3 clusters Score -6290671 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6291090.500000 Penalty: 3511.152832
	Iteration 12Q: 3 clusters Score -6291090 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6291374.500000 Penalty: 3511.152832
	Iteration 13Q: 3 clusters Score -6291374 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6291528.500000 Penalty: 3511.152832
	Iteration 14Q: 3 clusters Score -6291528 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6291664.500000 Penalty: 3511.152832
	Iteration 15Q: 3 clusters Score -6291664 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6291796.000000 Penalty: 3511.152832
	Iteration 16Q: 3 clusters Score -6291796 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6291873.500000 Penalty: 3511.152832
	Iteration 17Q: 3 clusters Score -6291874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6291916.500000 Penalty: 3511.152832
	Iteration 18Q: 3 clusters Score -6291916 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6291960.500000 Penalty: 3511.152832
	Iteration 19Q: 3 clusters Score -6291960 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6292023.500000 Penalty: 3511.152832
	Iteration 20F: 3 clusters Score -6292024 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6292047.000000 Penalty: 3511.152832
	Iteration 21Q: 3 clusters Score -6292047 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6292054.000000 Penalty: 3511.152832
	Iteration 22Q: 3 clusters Score -6292054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6292056.500000 Penalty: 3511.152832
	Iteration 23Q: 3 clusters Score -6292056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6292072.500000 Penalty: 3511.152832
	Iteration 24Q: 3 clusters Score -6292072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6292074.000000 Penalty: 3511.152832
	Iteration 25Q: 3 clusters Score -6292074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6292077.000000 Penalty: 3511.152832
	Iteration 26Q: 3 clusters Score -6292077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6292076.000000 Penalty: 3511.152832
	Iteration 27Q: 3 clusters Score -6292076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6292078.500000 Penalty: 3511.152832
	Iteration 28Q: 3 clusters Score -6292078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6292077.000000 Penalty: 3511.152832
	Iteration 29Q: 3 clusters Score -6292077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6292074.500000 Penalty: 3511.152832
	Iteration 30Q: 3 clusters Score -6292074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6292077.000000 Penalty: 3511.152832
	Iteration 31Q: 3 clusters Score -6292077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6292078.500000 Penalty: 3511.152832
	Iteration 32Q: 3 clusters Score -6292078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6292079.500000 Penalty: 3511.152832
	Iteration 33Q: 3 clusters Score -6292080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6292079.000000 Penalty: 3511.152832
	Iteration 34Q: 3 clusters Score -6292079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6292079.000000 Penalty: 3511.152832
	Iteration 35F: 3 clusters Score -6292079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Entering Unmasked Estep 
Score: -632760.125000 Penalty: 1373.504395
	Iteration 0F: 2 clusters Score -632760.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -628930.437500 Penalty: 2747.008789
	Iteration 0F: 3 clusters Score -628930.4 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -629938.875000 Penalty: 2747.008789
	Iteration 1F: 3 clusters Score -629938.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -630075.500000 Penalty: 2747.008789
	Iteration 2F: 3 clusters Score -630075.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -630179.875000 Penalty: 2747.008789
	Iteration 3Q: 3 clusters Score -630179.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -630244.312500 Penalty: 2747.008789
	Iteration 4Q: 3 clusters Score -630244.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -630287.250000 Penalty: 2747.008789
	Iteration 5Q: 3 clusters Score -630287.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -630317.312500 Penalty: 2747.008789
	Iteration 6Q: 3 clusters Score -630317.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -630344.500000 Penalty: 2747.008789
	Iteration 7Q: 3 clusters Score -630344.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -630361.687500 Penalty: 2747.008789
	Iteration 8Q: 3 clusters Score -630361.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -630377.437500 Penalty: 2747.008789
	Iteration 9Q: 3 clusters Score -630377.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -630393.812500 Penalty: 2747.008789
	Iteration 10Q: 3 clusters Score -630393.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -630405.375000 Penalty: 2747.008789
	Iteration 11Q: 3 clusters Score -630405.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -630415.375000 Penalty: 2747.008789
	Iteration 12Q: 3 clusters Score -630415.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -630425.812500 Penalty: 2747.008789
	Iteration 13Q: 3 clusters Score -630425.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -630434.375000 Penalty: 2747.008789
	Iteration 14Q: 3 clusters Score -630434.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -630439.687500 Penalty: 2747.008789
	Iteration 15Q: 3 clusters Score -630439.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -630446.250000 Penalty: 2747.008789
	Iteration 16Q: 3 clusters Score -630446.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -630450.000000 Penalty: 2747.008789
	Iteration 17Q: 3 clusters Score -630450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -630456.312500 Penalty: 2747.008789
	Iteration 18Q: 3 clusters Score -630456.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -630461.062500 Penalty: 2747.008789
	Iteration 19Q: 3 clusters Score -630461.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -630464.625000 Penalty: 2747.008789
	Iteration 20F: 3 clusters Score -630464.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -630468.875000 Penalty: 2747.008789
	Iteration 21Q: 3 clusters Score -630468.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -630474.000000 Penalty: 2747.008789
	Iteration 22Q: 3 clusters Score -630474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -630477.562500 Penalty: 2747.008789
	Iteration 23Q: 3 clusters Score -630477.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -630482.062500 Penalty: 2747.008789
	Iteration 24Q: 3 clusters Score -630482.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -630484.562500 Penalty: 2747.008789
	Iteration 25Q: 3 clusters Score -630484.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -630487.312500 Penalty: 2747.008789
	Iteration 26Q: 3 clusters Score -630487.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -630488.687500 Penalty: 2747.008789
	Iteration 27Q: 3 clusters Score -630488.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -630490.687500 Penalty: 2747.008789
	Iteration 28Q: 3 clusters Score -630490.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -630493.437500 Penalty: 2747.008789
	Iteration 29Q: 3 clusters Score -630493.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -630494.750000 Penalty: 2747.008789
	Iteration 30Q: 3 clusters Score -630494.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -630495.875000 Penalty: 2747.008789
	Iteration 31Q: 3 clusters Score -630495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -630496.312500 Penalty: 2747.008789
	Iteration 32Q: 3 clusters Score -630496.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -630496.500000 Penalty: 2747.008789
	Iteration 33Q: 3 clusters Score -630496.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -630497.687500 Penalty: 2747.008789
	Iteration 34Q: 3 clusters Score -630497.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -630497.750000 Penalty: 2747.008789
	Iteration 35Q: 3 clusters Score -630497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -630498.875000 Penalty: 2747.008789
	Iteration 36Q: 3 clusters Score -630498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -630499.187500 Penalty: 2747.008789
	Iteration 37Q: 3 clusters Score -630499.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -630501.125000 Penalty: 2747.008789
	Iteration 38Q: 3 clusters Score -630501.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -630503.312500 Penalty: 2747.008789
	Iteration 39Q: 3 clusters Score -630503.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -630502.062500 Penalty: 2747.008789
	Iteration 40F: 3 clusters Score -630502.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -630503.312500 Penalty: 2747.008789
	Iteration 41Q: 3 clusters Score -630503.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -630502.187500 Penalty: 2747.008789
	Iteration 42Q: 3 clusters Score -630502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -630505.625000 Penalty: 2747.008789
	Iteration 43Q: 3 clusters Score -630505.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -630507.125000 Penalty: 2747.008789
	Iteration 44Q: 3 clusters Score -630507.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -630509.375000 Penalty: 2747.008789
	Iteration 45Q: 3 clusters Score -630509.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -630509.625000 Penalty: 2747.008789
	Iteration 46Q: 3 clusters Score -630509.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -630509.687500 Penalty: 2747.008789
	Iteration 47Q: 3 clusters Score -630509.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -630510.250000 Penalty: 2747.008789
	Iteration 48Q: 3 clusters Score -630510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -630510.875000 Penalty: 2747.008789
	Iteration 49Q: 3 clusters Score -630510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -630510.875000 Penalty: 2747.008789
	Iteration 50F: 3 clusters Score -630510.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Entering Unmasked Estep 
Score: -3958934.250000 Penalty: 1679.539307
	Iteration 0F: 2 clusters Score -3958934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3938191.750000 Penalty: 3359.078613
	Iteration 0F: 3 clusters Score -3938192 nChanged 14189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3946733.000000 Penalty: 3359.078613
	Iteration 1F: 3 clusters Score -3946733 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3947751.750000 Penalty: 3359.078613
	Iteration 2F: 3 clusters Score -3947752 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3949161.250000 Penalty: 3359.078613
	Iteration 3F: 3 clusters Score -3949161 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3950921.750000 Penalty: 3359.078613
	Iteration 4F: 3 clusters Score -3950922 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -3952758.250000 Penalty: 3359.078613
	Iteration 5F: 3 clusters Score -3952758 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3954352.500000 Penalty: 3359.078613
	Iteration 6F: 3 clusters Score -3954352 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3955558.500000 Penalty: 3359.078613
	Iteration 7F: 3 clusters Score -3955558 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3956493.000000 Penalty: 3359.078613
	Iteration 8Q: 3 clusters Score -3956493 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3957081.500000 Penalty: 3359.078613
	Iteration 9Q: 3 clusters Score -3957082 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3957464.500000 Penalty: 3359.078613
	Iteration 10Q: 3 clusters Score -3957464 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -3957655.250000 Penalty: 3359.078613
	Iteration 11Q: 3 clusters Score -3957655 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -3957792.250000 Penalty: 3359.078613
	Iteration 12Q: 3 clusters Score -3957792 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3957892.000000 Penalty: 3359.078613
	Iteration 13Q: 3 clusters Score -3957892 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3957998.500000 Penalty: 3359.078613
	Iteration 14Q: 3 clusters Score -3957998 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3958076.750000 Penalty: 3359.078613
	Iteration 15Q: 3 clusters Score -3958077 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3958136.500000 Penalty: 3359.078613
	Iteration 16Q: 3 clusters Score -3958136 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3958189.250000 Penalty: 3359.078613
	Iteration 17Q: 3 clusters Score -3958189 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3958230.000000 Penalty: 3359.078613
	Iteration 18Q: 3 clusters Score -3958230 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -3958273.500000 Penalty: 3359.078613
	Iteration 19Q: 3 clusters Score -3958274 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3958303.000000 Penalty: 3359.078613
	Iteration 20F: 3 clusters Score -3958303 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3958308.750000 Penalty: 3359.078613
	Iteration 21Q: 3 clusters Score -3958309 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -3958330.750000 Penalty: 3359.078613
	Iteration 22Q: 3 clusters Score -3958331 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -3958360.500000 Penalty: 3359.078613
	Iteration 23Q: 3 clusters Score -3958360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -3958368.750000 Penalty: 3359.078613
	Iteration 24Q: 3 clusters Score -3958369 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3958376.750000 Penalty: 3359.078613
	Iteration 25Q: 3 clusters Score -3958377 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -3958392.500000 Penalty: 3359.078613
	Iteration 26Q: 3 clusters Score -3958392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3958393.000000 Penalty: 3359.078613
	Iteration 27Q: 3 clusters Score -3958393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -3958403.250000 Penalty: 3359.078613
	Iteration 28Q: 3 clusters Score -3958403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3958409.000000 Penalty: 3359.078613
	Iteration 29Q: 3 clusters Score -3958409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3958420.000000 Penalty: 3359.078613
	Iteration 30Q: 3 clusters Score -3958420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -3958434.000000 Penalty: 3359.078613
	Iteration 31Q: 3 clusters Score -3958434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -3958431.750000 Penalty: 3359.078613
	Iteration 32Q: 3 clusters Score -3958432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3958439.500000 Penalty: 3359.078613
	Iteration 33Q: 3 clusters Score -3958440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3958443.250000 Penalty: 3359.078613
	Iteration 34Q: 3 clusters Score -3958443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -3958444.500000 Penalty: 3359.078613
	Iteration 35Q: 3 clusters Score -3958444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -3958441.750000 Penalty: 3359.078613
	Iteration 36Q: 3 clusters Score -3958442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -3958441.500000 Penalty: 3359.078613
	Iteration 37Q: 3 clusters Score -3958442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3958447.750000 Penalty: 3359.078613
	Iteration 38Q: 3 clusters Score -3958448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -3958450.750000 Penalty: 3359.078613
	Iteration 39Q: 3 clusters Score -3958451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -3958450.250000 Penalty: 3359.078613
	Iteration 40F: 3 clusters Score -3958450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3958452.500000 Penalty: 3359.078613
	Iteration 41Q: 3 clusters Score -3958452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -3958450.000000 Penalty: 3359.078613
	Iteration 42Q: 3 clusters Score -3958450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -3958449.500000 Penalty: 3359.078613
	Iteration 43Q: 3 clusters Score -3958450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -3958451.750000 Penalty: 3359.078613
	Iteration 44Q: 3 clusters Score -3958452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -3958453.000000 Penalty: 3359.078613
	Iteration 45Q: 3 clusters Score -3958453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -3958454.000000 Penalty: 3359.078613
	Iteration 46Q: 3 clusters Score -3958454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -3958452.250000 Penalty: 3359.078613
	Iteration 47Q: 3 clusters Score -3958452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -3958456.500000 Penalty: 3359.078613
	Iteration 48Q: 3 clusters Score -3958456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -3958457.750000 Penalty: 3359.078613
	Iteration 49Q: 3 clusters Score -3958458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -3958458.500000 Penalty: 3359.078613
	Iteration 50Q: 3 clusters Score -3958458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -3958460.500000 Penalty: 3359.078613
	Iteration 51Q: 3 clusters Score -3958460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -3958463.000000 Penalty: 3359.078613
	Iteration 52Q: 3 clusters Score -3958463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -3958459.500000 Penalty: 3359.078613
	Iteration 53Q: 3 clusters Score -3958460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3958457.250000 Penalty: 3359.078613
	Iteration 54Q: 3 clusters Score -3958457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3958458.250000 Penalty: 3359.078613
	Iteration 55Q: 3 clusters Score -3958458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3958456.750000 Penalty: 3359.078613
	Iteration 56Q: 3 clusters Score -3958457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3958456.750000 Penalty: 3359.078613
	Iteration 57F: 3 clusters Score -3958457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -573037.625000 Penalty: 1383.196777
	Iteration 0F: 2 clusters Score -573037.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -569079.562500 Penalty: 2766.393555
	Iteration 0F: 3 clusters Score -569079.6 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -570390.562500 Penalty: 2766.393555
	Iteration 1F: 3 clusters Score -570390.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -570707.875000 Penalty: 2766.393555
	Iteration 2F: 3 clusters Score -570707.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -570962.687500 Penalty: 2766.393555
	Iteration 3F: 3 clusters Score -570962.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -571187.562500 Penalty: 2766.393555
	Iteration 4F: 3 clusters Score -571187.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -571381.000000 Penalty: 2766.393555
	Iteration 5Q: 3 clusters Score -571381 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -571557.062500 Penalty: 2766.393555
	Iteration 6Q: 3 clusters Score -571557.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -571712.625000 Penalty: 2766.393555
	Iteration 7Q: 3 clusters Score -571712.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -571821.000000 Penalty: 2766.393555
	Iteration 8Q: 3 clusters Score -571821 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -571906.875000 Penalty: 2766.393555
	Iteration 9Q: 3 clusters Score -571906.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -571964.812500 Penalty: 2766.393555
	Iteration 10Q: 3 clusters Score -571964.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -572005.062500 Penalty: 2766.393555
	Iteration 11Q: 3 clusters Score -572005.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -572021.187500 Penalty: 2766.393555
	Iteration 12Q: 3 clusters Score -572021.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -572033.750000 Penalty: 2766.393555
	Iteration 13Q: 3 clusters Score -572033.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -572043.875000 Penalty: 2766.393555
	Iteration 14Q: 3 clusters Score -572043.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -572054.375000 Penalty: 2766.393555
	Iteration 15Q: 3 clusters Score -572054.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -572061.062500 Penalty: 2766.393555
	Iteration 16Q: 3 clusters Score -572061.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -572070.312500 Penalty: 2766.393555
	Iteration 17Q: 3 clusters Score -572070.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -572075.062500 Penalty: 2766.393555
	Iteration 18Q: 3 clusters Score -572075.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -572078.312500 Penalty: 2766.393555
	Iteration 19Q: 3 clusters Score -572078.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -572081.500000 Penalty: 2766.393555
	Iteration 20F: 3 clusters Score -572081.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -572084.250000 Penalty: 2766.393555
	Iteration 21Q: 3 clusters Score -572084.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -572085.875000 Penalty: 2766.393555
	Iteration 22Q: 3 clusters Score -572085.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -572087.750000 Penalty: 2766.393555
	Iteration 23Q: 3 clusters Score -572087.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -572090.062500 Penalty: 2766.393555
	Iteration 24Q: 3 clusters Score -572090.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -572091.625000 Penalty: 2766.393555
	Iteration 25Q: 3 clusters Score -572091.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -572093.062500 Penalty: 2766.393555
	Iteration 26Q: 3 clusters Score -572093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -572093.687500 Penalty: 2766.393555
	Iteration 27Q: 3 clusters Score -572093.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -572093.687500 Penalty: 2766.393555
	Iteration 28Q: 3 clusters Score -572093.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -572094.125000 Penalty: 2766.393555
	Iteration 29Q: 3 clusters Score -572094.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -572094.750000 Penalty: 2766.393555
	Iteration 30Q: 3 clusters Score -572094.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -572094.750000 Penalty: 2766.393555
	Iteration 31F: 3 clusters Score -572094.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Entering Unmasked Estep 
Score: -1459778.625000 Penalty: 1521.371826
	Iteration 0F: 2 clusters Score -1459779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1451540.250000 Penalty: 3042.743652
	Iteration 0F: 3 clusters Score -1451540 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1454506.625000 Penalty: 3042.743652
	Iteration 1F: 3 clusters Score -1454507 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1454949.750000 Penalty: 3042.743652
	Iteration 2F: 3 clusters Score -1454950 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1455418.250000 Penalty: 3042.743652
	Iteration 3F: 3 clusters Score -1455418 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1455934.250000 Penalty: 3042.743652
	Iteration 4F: 3 clusters Score -1455934 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1456524.000000 Penalty: 3042.743652
	Iteration 5F: 3 clusters Score -1456524 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1457118.125000 Penalty: 3042.743652
	Iteration 6F: 3 clusters Score -1457118 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1457567.000000 Penalty: 3042.743652
	Iteration 7F: 3 clusters Score -1457567 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1457839.375000 Penalty: 3042.743652
	Iteration 8Q: 3 clusters Score -1457839 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1458027.000000 Penalty: 3042.743652
	Iteration 9Q: 3 clusters Score -1458027 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1458126.000000 Penalty: 3042.743652
	Iteration 10Q: 3 clusters Score -1458126 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1458201.875000 Penalty: 3042.743652
	Iteration 11Q: 3 clusters Score -1458202 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1458250.125000 Penalty: 3042.743652
	Iteration 12Q: 3 clusters Score -1458250 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1458297.750000 Penalty: 3042.743652
	Iteration 13Q: 3 clusters Score -1458298 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1458339.000000 Penalty: 3042.743652
	Iteration 14Q: 3 clusters Score -1458339 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1458379.125000 Penalty: 3042.743652
	Iteration 15Q: 3 clusters Score -1458379 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1458412.500000 Penalty: 3042.743652
	Iteration 16Q: 3 clusters Score -1458412 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1458444.375000 Penalty: 3042.743652
	Iteration 17Q: 3 clusters Score -1458444 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1458463.125000 Penalty: 3042.743652
	Iteration 18Q: 3 clusters Score -1458463 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1458484.500000 Penalty: 3042.743652
	Iteration 19Q: 3 clusters Score -1458484 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1458510.500000 Penalty: 3042.743652
	Iteration 20F: 3 clusters Score -1458510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1458533.375000 Penalty: 3042.743652
	Iteration 21Q: 3 clusters Score -1458533 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1458561.250000 Penalty: 3042.743652
	Iteration 22Q: 3 clusters Score -1458561 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1458592.000000 Penalty: 3042.743652
	Iteration 23Q: 3 clusters Score -1458592 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1458617.500000 Penalty: 3042.743652
	Iteration 24Q: 3 clusters Score -1458618 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1458648.375000 Penalty: 3042.743652
	Iteration 25Q: 3 clusters Score -1458648 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1458676.750000 Penalty: 3042.743652
	Iteration 26Q: 3 clusters Score -1458677 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1458703.625000 Penalty: 3042.743652
	Iteration 27Q: 3 clusters Score -1458704 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1458737.375000 Penalty: 3042.743652
	Iteration 28Q: 3 clusters Score -1458737 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1458761.375000 Penalty: 3042.743652
	Iteration 29Q: 3 clusters Score -1458761 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1458786.125000 Penalty: 3042.743652
	Iteration 30Q: 3 clusters Score -1458786 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1458808.750000 Penalty: 3042.743652
	Iteration 31Q: 3 clusters Score -1458809 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1458832.625000 Penalty: 3042.743652
	Iteration 32Q: 3 clusters Score -1458833 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1458846.875000 Penalty: 3042.743652
	Iteration 33Q: 3 clusters Score -1458847 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1458857.625000 Penalty: 3042.743652
	Iteration 34Q: 3 clusters Score -1458858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1458863.375000 Penalty: 3042.743652
	Iteration 35Q: 3 clusters Score -1458863 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1458874.375000 Penalty: 3042.743652
	Iteration 36Q: 3 clusters Score -1458874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1458887.375000 Penalty: 3042.743652
	Iteration 37Q: 3 clusters Score -1458887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1458892.875000 Penalty: 3042.743652
	Iteration 38Q: 3 clusters Score -1458893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1458895.375000 Penalty: 3042.743652
	Iteration 39Q: 3 clusters Score -1458895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1458897.000000 Penalty: 3042.743652
	Iteration 40F: 3 clusters Score -1458897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1458901.500000 Penalty: 3042.743652
	Iteration 41Q: 3 clusters Score -1458902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1458906.500000 Penalty: 3042.743652
	Iteration 42Q: 3 clusters Score -1458906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1458906.750000 Penalty: 3042.743652
	Iteration 43Q: 3 clusters Score -1458907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1458909.000000 Penalty: 3042.743652
	Iteration 44Q: 3 clusters Score -1458909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1458911.250000 Penalty: 3042.743652
	Iteration 45Q: 3 clusters Score -1458911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1458913.250000 Penalty: 3042.743652
	Iteration 46Q: 3 clusters Score -1458913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1458916.875000 Penalty: 3042.743652
	Iteration 47Q: 3 clusters Score -1458917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1458917.500000 Penalty: 3042.743652
	Iteration 48Q: 3 clusters Score -1458918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1458918.625000 Penalty: 3042.743652
	Iteration 49Q: 3 clusters Score -1458919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1458920.000000 Penalty: 3042.743652
	Iteration 50Q: 3 clusters Score -1458920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1458921.750000 Penalty: 3042.743652
	Iteration 51Q: 3 clusters Score -1458922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1458920.250000 Penalty: 3042.743652
	Iteration 52Q: 3 clusters Score -1458920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1458922.500000 Penalty: 3042.743652
	Iteration 53Q: 3 clusters Score -1458922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1458924.375000 Penalty: 3042.743652
	Iteration 54Q: 3 clusters Score -1458924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1458928.750000 Penalty: 3042.743652
	Iteration 55Q: 3 clusters Score -1458929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1458931.625000 Penalty: 3042.743652
	Iteration 56Q: 3 clusters Score -1458932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1458936.875000 Penalty: 3042.743652
	Iteration 57Q: 3 clusters Score -1458937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1458936.875000 Penalty: 3042.743652
	Iteration 58Q: 3 clusters Score -1458937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1458941.875000 Penalty: 3042.743652
	Iteration 59Q: 3 clusters Score -1458942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1458939.125000 Penalty: 3042.743652
	Iteration 60F: 3 clusters Score -1458939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1458941.375000 Penalty: 3042.743652
	Iteration 61Q: 3 clusters Score -1458941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1458945.125000 Penalty: 3042.743652
	Iteration 62Q: 3 clusters Score -1458945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1458946.000000 Penalty: 3042.743652
	Iteration 63Q: 3 clusters Score -1458946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1458944.750000 Penalty: 3042.743652
	Iteration 64Q: 3 clusters Score -1458945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1458944.750000 Penalty: 3042.743652
	Iteration 65F: 3 clusters Score -1458945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Entering Unmasked Estep 
Score: -421582.718750 Penalty: 1317.895508
	Iteration 0F: 2 clusters Score -421582.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -418642.437500 Penalty: 2635.791016
	Iteration 0F: 3 clusters Score -418642.4 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -419355.625000 Penalty: 2635.791016
	Iteration 1F: 3 clusters Score -419355.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -419515.000000 Penalty: 2635.791016
	Iteration 2F: 3 clusters Score -419515 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -419603.718750 Penalty: 2635.791016
	Iteration 3F: 3 clusters Score -419603.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -419656.500000 Penalty: 2635.791016
	Iteration 4Q: 3 clusters Score -419656.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -419694.468750 Penalty: 2635.791016
	Iteration 5Q: 3 clusters Score -419694.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -419722.687500 Penalty: 2635.791016
	Iteration 6Q: 3 clusters Score -419722.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -419746.468750 Penalty: 2635.791016
	Iteration 7Q: 3 clusters Score -419746.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -419763.656250 Penalty: 2635.791016
	Iteration 8Q: 3 clusters Score -419763.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -419780.875000 Penalty: 2635.791016
	Iteration 9Q: 3 clusters Score -419780.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -419810.593750 Penalty: 2635.791016
	Iteration 10Q: 3 clusters Score -419810.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -419838.281250 Penalty: 2635.791016
	Iteration 11Q: 3 clusters Score -419838.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -419863.718750 Penalty: 2635.791016
	Iteration 12Q: 3 clusters Score -419863.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -419889.750000 Penalty: 2635.791016
	Iteration 13Q: 3 clusters Score -419889.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -419907.093750 Penalty: 2635.791016
	Iteration 14Q: 3 clusters Score -419907.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -419928.406250 Penalty: 2635.791016
	Iteration 15Q: 3 clusters Score -419928.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -419949.312500 Penalty: 2635.791016
	Iteration 16Q: 3 clusters Score -419949.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -419967.218750 Penalty: 2635.791016
	Iteration 17Q: 3 clusters Score -419967.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -419990.093750 Penalty: 2635.791016
	Iteration 18Q: 3 clusters Score -419990.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -420011.468750 Penalty: 2635.791016
	Iteration 19Q: 3 clusters Score -420011.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -420032.906250 Penalty: 2635.791016
	Iteration 20F: 3 clusters Score -420032.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -420056.468750 Penalty: 2635.791016
	Iteration 21Q: 3 clusters Score -420056.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -420083.062500 Penalty: 2635.791016
	Iteration 22Q: 3 clusters Score -420083.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -420105.562500 Penalty: 2635.791016
	Iteration 23Q: 3 clusters Score -420105.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -420134.343750 Penalty: 2635.791016
	Iteration 24Q: 3 clusters Score -420134.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -420160.750000 Penalty: 2635.791016
	Iteration 25Q: 3 clusters Score -420160.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -420182.625000 Penalty: 2635.791016
	Iteration 26Q: 3 clusters Score -420182.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -420199.937500 Penalty: 2635.791016
	Iteration 27Q: 3 clusters Score -420199.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -420222.625000 Penalty: 2635.791016
	Iteration 28Q: 3 clusters Score -420222.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -420241.593750 Penalty: 2635.791016
	Iteration 29Q: 3 clusters Score -420241.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -420254.531250 Penalty: 2635.791016
	Iteration 30Q: 3 clusters Score -420254.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -420266.281250 Penalty: 2635.791016
	Iteration 31Q: 3 clusters Score -420266.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -420282.531250 Penalty: 2635.791016
	Iteration 32Q: 3 clusters Score -420282.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -420294.593750 Penalty: 2635.791016
	Iteration 33Q: 3 clusters Score -420294.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -420303.625000 Penalty: 2635.791016
	Iteration 34Q: 3 clusters Score -420303.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -420314.593750 Penalty: 2635.791016
	Iteration 35Q: 3 clusters Score -420314.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -420326.031250 Penalty: 2635.791016
	Iteration 36Q: 3 clusters Score -420326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -420343.906250 Penalty: 2635.791016
	Iteration 37Q: 3 clusters Score -420343.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -420355.375000 Penalty: 2635.791016
	Iteration 38Q: 3 clusters Score -420355.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -420364.562500 Penalty: 2635.791016
	Iteration 39Q: 3 clusters Score -420364.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -420376.000000 Penalty: 2635.791016
	Iteration 40F: 3 clusters Score -420376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -420391.750000 Penalty: 2635.791016
	Iteration 41Q: 3 clusters Score -420391.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -420403.562500 Penalty: 2635.791016
	Iteration 42Q: 3 clusters Score -420403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -420407.312500 Penalty: 2635.791016
	Iteration 43Q: 3 clusters Score -420407.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -420410.906250 Penalty: 2635.791016
	Iteration 44Q: 3 clusters Score -420410.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -420411.937500 Penalty: 2635.791016
	Iteration 45Q: 3 clusters Score -420411.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -420413.875000 Penalty: 2635.791016
	Iteration 46Q: 3 clusters Score -420413.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -420415.687500 Penalty: 2635.791016
	Iteration 47Q: 3 clusters Score -420415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -420419.375000 Penalty: 2635.791016
	Iteration 48Q: 3 clusters Score -420419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -420421.093750 Penalty: 2635.791016
	Iteration 49Q: 3 clusters Score -420421.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -420422.812500 Penalty: 2635.791016
	Iteration 50Q: 3 clusters Score -420422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -420425.031250 Penalty: 2635.791016
	Iteration 51Q: 3 clusters Score -420425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -420427.062500 Penalty: 2635.791016
	Iteration 52Q: 3 clusters Score -420427.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -420427.500000 Penalty: 2635.791016
	Iteration 53Q: 3 clusters Score -420427.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -420427.687500 Penalty: 2635.791016
	Iteration 54Q: 3 clusters Score -420427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -420427.687500 Penalty: 2635.791016
	Iteration 55F: 3 clusters Score -420427.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -902446.562500 Penalty: 1441.733643
	Iteration 0F: 2 clusters Score -902446.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -897125.375000 Penalty: 2883.467285
	Iteration 0F: 3 clusters Score -897125.4 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -898666.687500 Penalty: 2883.467285
	Iteration 1F: 3 clusters Score -898666.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -898869.375000 Penalty: 2883.467285
	Iteration 2F: 3 clusters Score -898869.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -899003.062500 Penalty: 2883.467285
	Iteration 3Q: 3 clusters Score -899003.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -899100.687500 Penalty: 2883.467285
	Iteration 4Q: 3 clusters Score -899100.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -899171.062500 Penalty: 2883.467285
	Iteration 5Q: 3 clusters Score -899171.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -899237.875000 Penalty: 2883.467285
	Iteration 6Q: 3 clusters Score -899237.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -899315.000000 Penalty: 2883.467285
	Iteration 7Q: 3 clusters Score -899315 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -899396.062500 Penalty: 2883.467285
	Iteration 8Q: 3 clusters Score -899396.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -899479.375000 Penalty: 2883.467285
	Iteration 9Q: 3 clusters Score -899479.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -899579.187500 Penalty: 2883.467285
	Iteration 10Q: 3 clusters Score -899579.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -899734.312500 Penalty: 2883.467285
	Iteration 11Q: 3 clusters Score -899734.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -899924.500000 Penalty: 2883.467285
	Iteration 12Q: 3 clusters Score -899924.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -900154.250000 Penalty: 2883.467285
	Iteration 13Q: 3 clusters Score -900154.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -900386.187500 Penalty: 2883.467285
	Iteration 14Q: 3 clusters Score -900386.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -900650.437500 Penalty: 2883.467285
	Iteration 15Q: 3 clusters Score -900650.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -900879.812500 Penalty: 2883.467285
	Iteration 16Q: 3 clusters Score -900879.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -901011.125000 Penalty: 2883.467285
	Iteration 17Q: 3 clusters Score -901011.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -901087.500000 Penalty: 2883.467285
	Iteration 18Q: 3 clusters Score -901087.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -901129.687500 Penalty: 2883.467285
	Iteration 19Q: 3 clusters Score -901129.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -901157.125000 Penalty: 2883.467285
	Iteration 20F: 3 clusters Score -901157.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -901178.875000 Penalty: 2883.467285
	Iteration 21Q: 3 clusters Score -901178.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -901198.437500 Penalty: 2883.467285
	Iteration 22Q: 3 clusters Score -901198.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -901220.750000 Penalty: 2883.467285
	Iteration 23Q: 3 clusters Score -901220.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -901237.000000 Penalty: 2883.467285
	Iteration 24Q: 3 clusters Score -901237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -901250.562500 Penalty: 2883.467285
	Iteration 25Q: 3 clusters Score -901250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -901254.250000 Penalty: 2883.467285
	Iteration 26Q: 3 clusters Score -901254.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -901262.750000 Penalty: 2883.467285
	Iteration 27Q: 3 clusters Score -901262.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -901275.062500 Penalty: 2883.467285
	Iteration 28Q: 3 clusters Score -901275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -901280.187500 Penalty: 2883.467285
	Iteration 29Q: 3 clusters Score -901280.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -901285.375000 Penalty: 2883.467285
	Iteration 30Q: 3 clusters Score -901285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -901289.875000 Penalty: 2883.467285
	Iteration 31Q: 3 clusters Score -901289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -901292.062500 Penalty: 2883.467285
	Iteration 32Q: 3 clusters Score -901292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -901292.312500 Penalty: 2883.467285
	Iteration 33Q: 3 clusters Score -901292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -901294.250000 Penalty: 2883.467285
	Iteration 34Q: 3 clusters Score -901294.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -901294.250000 Penalty: 2883.467285
	Iteration 35F: 3 clusters Score -901294.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Entering Unmasked Estep 
Score: -767539.937500 Penalty: 1415.716553
	Iteration 0F: 2 clusters Score -767539.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -762841.187500 Penalty: 2831.433105
	Iteration 0F: 3 clusters Score -762841.2 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -764128.750000 Penalty: 2831.433105
	Iteration 1F: 3 clusters Score -764128.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -764376.812500 Penalty: 2831.433105
	Iteration 2F: 3 clusters Score -764376.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -764601.562500 Penalty: 2831.433105
	Iteration 3F: 3 clusters Score -764601.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -764757.000000 Penalty: 2831.433105
	Iteration 4Q: 3 clusters Score -764757 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -764885.062500 Penalty: 2831.433105
	Iteration 5Q: 3 clusters Score -764885.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -764987.187500 Penalty: 2831.433105
	Iteration 6Q: 3 clusters Score -764987.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -765077.750000 Penalty: 2831.433105
	Iteration 7Q: 3 clusters Score -765077.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -765179.750000 Penalty: 2831.433105
	Iteration 8Q: 3 clusters Score -765179.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -765284.625000 Penalty: 2831.433105
	Iteration 9Q: 3 clusters Score -765284.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -765388.750000 Penalty: 2831.433105
	Iteration 10Q: 3 clusters Score -765388.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -765497.250000 Penalty: 2831.433105
	Iteration 11Q: 3 clusters Score -765497.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -765595.250000 Penalty: 2831.433105
	Iteration 12Q: 3 clusters Score -765595.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -765695.750000 Penalty: 2831.433105
	Iteration 13Q: 3 clusters Score -765695.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -765788.937500 Penalty: 2831.433105
	Iteration 14Q: 3 clusters Score -765788.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -765868.687500 Penalty: 2831.433105
	Iteration 15Q: 3 clusters Score -765868.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -765938.562500 Penalty: 2831.433105
	Iteration 16Q: 3 clusters Score -765938.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -766002.312500 Penalty: 2831.433105
	Iteration 17Q: 3 clusters Score -766002.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -766050.000000 Penalty: 2831.433105
	Iteration 18Q: 3 clusters Score -766050 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -766087.187500 Penalty: 2831.433105
	Iteration 19Q: 3 clusters Score -766087.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -766119.000000 Penalty: 2831.433105
	Iteration 20F: 3 clusters Score -766119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -766147.000000 Penalty: 2831.433105
	Iteration 21Q: 3 clusters Score -766147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -766169.375000 Penalty: 2831.433105
	Iteration 22Q: 3 clusters Score -766169.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -766188.562500 Penalty: 2831.433105
	Iteration 23Q: 3 clusters Score -766188.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -766206.062500 Penalty: 2831.433105
	Iteration 24Q: 3 clusters Score -766206.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -766215.250000 Penalty: 2831.433105
	Iteration 25Q: 3 clusters Score -766215.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -766225.875000 Penalty: 2831.433105
	Iteration 26Q: 3 clusters Score -766225.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -766233.750000 Penalty: 2831.433105
	Iteration 27Q: 3 clusters Score -766233.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -766241.500000 Penalty: 2831.433105
	Iteration 28Q: 3 clusters Score -766241.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -766248.625000 Penalty: 2831.433105
	Iteration 29Q: 3 clusters Score -766248.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -766253.562500 Penalty: 2831.433105
	Iteration 30Q: 3 clusters Score -766253.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -766261.125000 Penalty: 2831.433105
	Iteration 31Q: 3 clusters Score -766261.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -766273.812500 Penalty: 2831.433105
	Iteration 32Q: 3 clusters Score -766273.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -766279.750000 Penalty: 2831.433105
	Iteration 33Q: 3 clusters Score -766279.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -766284.750000 Penalty: 2831.433105
	Iteration 34Q: 3 clusters Score -766284.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -766288.812500 Penalty: 2831.433105
	Iteration 35Q: 3 clusters Score -766288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -766293.250000 Penalty: 2831.433105
	Iteration 36Q: 3 clusters Score -766293.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -766296.750000 Penalty: 2831.433105
	Iteration 37Q: 3 clusters Score -766296.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -766297.000000 Penalty: 2831.433105
	Iteration 38Q: 3 clusters Score -766297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -766298.875000 Penalty: 2831.433105
	Iteration 39Q: 3 clusters Score -766298.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -766298.875000 Penalty: 2831.433105
	Iteration 40F: 3 clusters Score -766298.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Entering Unmasked Estep 
Score: -2779080.000000 Penalty: 1626.172729
	Iteration 0F: 2 clusters Score -2779080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2763936.000000 Penalty: 3252.345459
	Iteration 0F: 3 clusters Score -2763936 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2769495.500000 Penalty: 3252.345459
	Iteration 1F: 3 clusters Score -2769496 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2770037.250000 Penalty: 3252.345459
	Iteration 2F: 3 clusters Score -2770037 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2770694.750000 Penalty: 3252.345459
	Iteration 3F: 3 clusters Score -2770695 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2771582.000000 Penalty: 3252.345459
	Iteration 4F: 3 clusters Score -2771582 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2772641.250000 Penalty: 3252.345459
	Iteration 5F: 3 clusters Score -2772641 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2773729.500000 Penalty: 3252.345459
	Iteration 6F: 3 clusters Score -2773730 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2774805.250000 Penalty: 3252.345459
	Iteration 7F: 3 clusters Score -2774805 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2775729.750000 Penalty: 3252.345459
	Iteration 8F: 3 clusters Score -2775730 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2776405.500000 Penalty: 3252.345459
	Iteration 9Q: 3 clusters Score -2776406 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2776903.500000 Penalty: 3252.345459
	Iteration 10Q: 3 clusters Score -2776904 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2777207.750000 Penalty: 3252.345459
	Iteration 11Q: 3 clusters Score -2777208 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2777390.000000 Penalty: 3252.345459
	Iteration 12Q: 3 clusters Score -2777390 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2777505.250000 Penalty: 3252.345459
	Iteration 13Q: 3 clusters Score -2777505 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2777566.250000 Penalty: 3252.345459
	Iteration 14Q: 3 clusters Score -2777566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2777612.250000 Penalty: 3252.345459
	Iteration 15Q: 3 clusters Score -2777612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2777636.750000 Penalty: 3252.345459
	Iteration 16Q: 3 clusters Score -2777637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2777651.500000 Penalty: 3252.345459
	Iteration 17Q: 3 clusters Score -2777652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2777655.500000 Penalty: 3252.345459
	Iteration 18Q: 3 clusters Score -2777656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2777666.000000 Penalty: 3252.345459
	Iteration 19Q: 3 clusters Score -2777666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2777668.250000 Penalty: 3252.345459
	Iteration 20F: 3 clusters Score -2777668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2777668.250000 Penalty: 3252.345459
	Iteration 21Q: 3 clusters Score -2777668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2777671.750000 Penalty: 3252.345459
	Iteration 22Q: 3 clusters Score -2777672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2777670.250000 Penalty: 3252.345459
	Iteration 23Q: 3 clusters Score -2777670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2777678.250000 Penalty: 3252.345459
	Iteration 24Q: 3 clusters Score -2777678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2777681.000000 Penalty: 3252.345459
	Iteration 25Q: 3 clusters Score -2777681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2777682.000000 Penalty: 3252.345459
	Iteration 26Q: 3 clusters Score -2777682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2777682.000000 Penalty: 3252.345459
	Iteration 27F: 3 clusters Score -2777682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Entering Unmasked Estep 
Score: -4223892.000000 Penalty: 1702.178833
	Iteration 0F: 2 clusters Score -4223892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4200180.500000 Penalty: 3404.357666
	Iteration 0F: 3 clusters Score -4200180 nChanged 16490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -4209798.000000 Penalty: 3404.357666
	Iteration 1F: 3 clusters Score -4209798 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -4210650.000000 Penalty: 3404.357666
	Iteration 2F: 3 clusters Score -4210650 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -4211678.500000 Penalty: 3404.357666
	Iteration 3F: 3 clusters Score -4211678 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -4212971.000000 Penalty: 3404.357666
	Iteration 4F: 3 clusters Score -4212971 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -4214359.000000 Penalty: 3404.357666
	Iteration 5F: 3 clusters Score -4214359 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -4215841.500000 Penalty: 3404.357666
	Iteration 6F: 3 clusters Score -4215842 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -4217334.500000 Penalty: 3404.357666
	Iteration 7F: 3 clusters Score -4217334 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -4218691.000000 Penalty: 3404.357666
	Iteration 8F: 3 clusters Score -4218691 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -4219695.000000 Penalty: 3404.357666
	Iteration 9Q: 3 clusters Score -4219695 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -4220427.500000 Penalty: 3404.357666
	Iteration 10Q: 3 clusters Score -4220428 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -4220992.000000 Penalty: 3404.357666
	Iteration 11Q: 3 clusters Score -4220992 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4221444.000000 Penalty: 3404.357666
	Iteration 12Q: 3 clusters Score -4221444 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4221795.500000 Penalty: 3404.357666
	Iteration 13Q: 3 clusters Score -4221796 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4222010.000000 Penalty: 3404.357666
	Iteration 14Q: 3 clusters Score -4222010 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4222208.500000 Penalty: 3404.357666
	Iteration 15Q: 3 clusters Score -4222208 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4222319.000000 Penalty: 3404.357666
	Iteration 16Q: 3 clusters Score -4222319 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4222411.000000 Penalty: 3404.357666
	Iteration 17Q: 3 clusters Score -4222411 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4222505.500000 Penalty: 3404.357666
	Iteration 18Q: 3 clusters Score -4222506 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4222584.000000 Penalty: 3404.357666
	Iteration 19Q: 3 clusters Score -4222584 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4222624.500000 Penalty: 3404.357666
	Iteration 20F: 3 clusters Score -4222624 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4222677.500000 Penalty: 3404.357666
	Iteration 21Q: 3 clusters Score -4222678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4222697.000000 Penalty: 3404.357666
	Iteration 22Q: 3 clusters Score -4222697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4222722.500000 Penalty: 3404.357666
	Iteration 23Q: 3 clusters Score -4222722 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4222738.500000 Penalty: 3404.357666
	Iteration 24Q: 3 clusters Score -4222738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4222755.500000 Penalty: 3404.357666
	Iteration 25Q: 3 clusters Score -4222756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4222768.500000 Penalty: 3404.357666
	Iteration 26Q: 3 clusters Score -4222768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4222776.500000 Penalty: 3404.357666
	Iteration 27Q: 3 clusters Score -4222776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4222777.500000 Penalty: 3404.357666
	Iteration 28Q: 3 clusters Score -4222778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4222789.000000 Penalty: 3404.357666
	Iteration 29Q: 3 clusters Score -4222789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4222792.000000 Penalty: 3404.357666
	Iteration 30Q: 3 clusters Score -4222792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4222794.500000 Penalty: 3404.357666
	Iteration 31Q: 3 clusters Score -4222794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4222798.000000 Penalty: 3404.357666
	Iteration 32Q: 3 clusters Score -4222798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4222802.000000 Penalty: 3404.357666
	Iteration 33Q: 3 clusters Score -4222802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4222803.000000 Penalty: 3404.357666
	Iteration 34Q: 3 clusters Score -4222803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4222802.500000 Penalty: 3404.357666
	Iteration 35Q: 3 clusters Score -4222802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4222802.500000 Penalty: 3404.357666
	Iteration 36Q: 3 clusters Score -4222802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4222800.500000 Penalty: 3404.357666
	Iteration 37Q: 3 clusters Score -4222800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4222800.500000 Penalty: 3404.357666
	Iteration 38F: 3 clusters Score -4222800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Entering Unmasked Estep 
Score: -649606.562500 Penalty: 1395.008057
	Iteration 0F: 2 clusters Score -649606.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -645456.125000 Penalty: 2790.016113
	Iteration 0F: 3 clusters Score -645456.1 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -646564.250000 Penalty: 2790.016113
	Iteration 1F: 3 clusters Score -646564.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -646778.375000 Penalty: 2790.016113
	Iteration 2F: 3 clusters Score -646778.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -646973.187500 Penalty: 2790.016113
	Iteration 3F: 3 clusters Score -646973.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -647202.562500 Penalty: 2790.016113
	Iteration 4F: 3 clusters Score -647202.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -647459.500000 Penalty: 2790.016113
	Iteration 5F: 3 clusters Score -647459.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -647744.125000 Penalty: 2790.016113
	Iteration 6F: 3 clusters Score -647744.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -648038.750000 Penalty: 2790.016113
	Iteration 7F: 3 clusters Score -648038.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -648294.312500 Penalty: 2790.016113
	Iteration 8F: 3 clusters Score -648294.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -648469.000000 Penalty: 2790.016113
	Iteration 9Q: 3 clusters Score -648469 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -648549.562500 Penalty: 2790.016113
	Iteration 10Q: 3 clusters Score -648549.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -648604.562500 Penalty: 2790.016113
	Iteration 11Q: 3 clusters Score -648604.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -648629.125000 Penalty: 2790.016113
	Iteration 12Q: 3 clusters Score -648629.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -648649.750000 Penalty: 2790.016113
	Iteration 13Q: 3 clusters Score -648649.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -648664.937500 Penalty: 2790.016113
	Iteration 14Q: 3 clusters Score -648664.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -648671.312500 Penalty: 2790.016113
	Iteration 15Q: 3 clusters Score -648671.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -648676.812500 Penalty: 2790.016113
	Iteration 16Q: 3 clusters Score -648676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -648680.750000 Penalty: 2790.016113
	Iteration 17Q: 3 clusters Score -648680.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -648684.687500 Penalty: 2790.016113
	Iteration 18Q: 3 clusters Score -648684.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -648686.375000 Penalty: 2790.016113
	Iteration 19Q: 3 clusters Score -648686.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -648690.000000 Penalty: 2790.016113
	Iteration 20F: 3 clusters Score -648690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -648698.687500 Penalty: 2790.016113
	Iteration 21Q: 3 clusters Score -648698.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -648702.625000 Penalty: 2790.016113
	Iteration 22Q: 3 clusters Score -648702.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -648707.750000 Penalty: 2790.016113
	Iteration 23Q: 3 clusters Score -648707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -648708.875000 Penalty: 2790.016113
	Iteration 24Q: 3 clusters Score -648708.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -648709.687500 Penalty: 2790.016113
	Iteration 25Q: 3 clusters Score -648709.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -648708.937500 Penalty: 2790.016113
	Iteration 26Q: 3 clusters Score -648708.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -648709.875000 Penalty: 2790.016113
	Iteration 27Q: 3 clusters Score -648709.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -648709.875000 Penalty: 2790.016113
	Iteration 28F: 3 clusters Score -648709.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -46575.355469 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -46575.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45656.136719 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -45656.14 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45986.746094 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -45986.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46099.523438 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -46099.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46156.902344 Penalty: 1995.462402
	Iteration 3F: 3 clusters Score -46156.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46169.683594 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -46169.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46178.382812 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -46178.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46181.218750 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -46181.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46183.523438 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -46183.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46185.539062 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -46185.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46185.972656 Penalty: 1995.462402
	Iteration 9Q: 3 clusters Score -46185.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46186.824219 Penalty: 1995.462402
	Iteration 10Q: 3 clusters Score -46186.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46195.039062 Penalty: 1995.462402
	Iteration 11Q: 3 clusters Score -46195.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46198.656250 Penalty: 1995.462402
	Iteration 12Q: 3 clusters Score -46198.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46203.390625 Penalty: 1995.462402
	Iteration 13Q: 3 clusters Score -46203.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46204.625000 Penalty: 1995.462402
	Iteration 14Q: 3 clusters Score -46204.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46204.625000 Penalty: 1995.462402
	Iteration 15F: 3 clusters Score -46204.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Entering Unmasked Estep 
Score: -6085350.000000 Penalty: 1748.835449
	Iteration 0F: 2 clusters Score -6085350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -6053746.000000 Penalty: 3497.670898
	Iteration 0F: 3 clusters Score -6053746 nChanged 22036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -6065961.000000 Penalty: 3497.670898
	Iteration 1F: 3 clusters Score -6065961 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -6066374.500000 Penalty: 3497.670898
	Iteration 2Q: 3 clusters Score -6066374 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -6066857.000000 Penalty: 3497.670898
	Iteration 3Q: 3 clusters Score -6066857 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -6067407.000000 Penalty: 3497.670898
	Iteration 4Q: 3 clusters Score -6067407 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -6068278.000000 Penalty: 3497.670898
	Iteration 5Q: 3 clusters Score -6068278 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -6069713.000000 Penalty: 3497.670898
	Iteration 6F: 3 clusters Score -6069713 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -6071775.000000 Penalty: 3497.670898
	Iteration 7F: 3 clusters Score -6071775 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -6074319.000000 Penalty: 3497.670898
	Iteration 8F: 3 clusters Score -6074319 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -6077017.500000 Penalty: 3497.670898
	Iteration 9F: 3 clusters Score -6077018 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -6079349.000000 Penalty: 3497.670898
	Iteration 10F: 3 clusters Score -6079349 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -6081012.000000 Penalty: 3497.670898
	Iteration 11Q: 3 clusters Score -6081012 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -6081926.500000 Penalty: 3497.670898
	Iteration 12Q: 3 clusters Score -6081926 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -6082300.000000 Penalty: 3497.670898
	Iteration 13Q: 3 clusters Score -6082300 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -6082557.500000 Penalty: 3497.670898
	Iteration 14Q: 3 clusters Score -6082558 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -6082748.500000 Penalty: 3497.670898
	Iteration 15Q: 3 clusters Score -6082748 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -6082911.000000 Penalty: 3497.670898
	Iteration 16Q: 3 clusters Score -6082911 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -6083015.000000 Penalty: 3497.670898
	Iteration 17Q: 3 clusters Score -6083015 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -6083103.500000 Penalty: 3497.670898
	Iteration 18Q: 3 clusters Score -6083104 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6083196.000000 Penalty: 3497.670898
	Iteration 19Q: 3 clusters Score -6083196 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -6083286.000000 Penalty: 3497.670898
	Iteration 20F: 3 clusters Score -6083286 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -6083367.500000 Penalty: 3497.670898
	Iteration 21Q: 3 clusters Score -6083368 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6083441.500000 Penalty: 3497.670898
	Iteration 22Q: 3 clusters Score -6083442 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -6083480.500000 Penalty: 3497.670898
	Iteration 23Q: 3 clusters Score -6083480 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6083528.000000 Penalty: 3497.670898
	Iteration 24Q: 3 clusters Score -6083528 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6083561.500000 Penalty: 3497.670898
	Iteration 25Q: 3 clusters Score -6083562 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -6083584.000000 Penalty: 3497.670898
	Iteration 26Q: 3 clusters Score -6083584 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -6083627.500000 Penalty: 3497.670898
	Iteration 27Q: 3 clusters Score -6083628 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6083665.500000 Penalty: 3497.670898
	Iteration 28Q: 3 clusters Score -6083666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6083705.500000 Penalty: 3497.670898
	Iteration 29Q: 3 clusters Score -6083706 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6083718.500000 Penalty: 3497.670898
	Iteration 30Q: 3 clusters Score -6083718 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6083730.500000 Penalty: 3497.670898
	Iteration 31Q: 3 clusters Score -6083730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6083759.500000 Penalty: 3497.670898
	Iteration 32Q: 3 clusters Score -6083760 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6083765.500000 Penalty: 3497.670898
	Iteration 33Q: 3 clusters Score -6083766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6083782.000000 Penalty: 3497.670898
	Iteration 34Q: 3 clusters Score -6083782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6083805.000000 Penalty: 3497.670898
	Iteration 35Q: 3 clusters Score -6083805 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6083806.500000 Penalty: 3497.670898
	Iteration 36Q: 3 clusters Score -6083806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6083811.000000 Penalty: 3497.670898
	Iteration 37Q: 3 clusters Score -6083811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6083827.500000 Penalty: 3497.670898
	Iteration 38Q: 3 clusters Score -6083828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6083825.000000 Penalty: 3497.670898
	Iteration 39Q: 3 clusters Score -6083825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6083834.000000 Penalty: 3497.670898
	Iteration 40F: 3 clusters Score -6083834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6083837.000000 Penalty: 3497.670898
	Iteration 41Q: 3 clusters Score -6083837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6083833.500000 Penalty: 3497.670898
	Iteration 42Q: 3 clusters Score -6083834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6083837.500000 Penalty: 3497.670898
	Iteration 43Q: 3 clusters Score -6083838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6083840.500000 Penalty: 3497.670898
	Iteration 44Q: 3 clusters Score -6083840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6083847.000000 Penalty: 3497.670898
	Iteration 45Q: 3 clusters Score -6083847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6083847.500000 Penalty: 3497.670898
	Iteration 46Q: 3 clusters Score -6083848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6083847.500000 Penalty: 3497.670898
	Iteration 47Q: 3 clusters Score -6083848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6083849.500000 Penalty: 3497.670898
	Iteration 48Q: 3 clusters Score -6083850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6083847.000000 Penalty: 3497.670898
	Iteration 49Q: 3 clusters Score -6083847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6083854.000000 Penalty: 3497.670898
	Iteration 50Q: 3 clusters Score -6083854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6083855.500000 Penalty: 3497.670898
	Iteration 51Q: 3 clusters Score -6083856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6083852.000000 Penalty: 3497.670898
	Iteration 52Q: 3 clusters Score -6083852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6083850.500000 Penalty: 3497.670898
	Iteration 53Q: 3 clusters Score -6083850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6083852.500000 Penalty: 3497.670898
	Iteration 54Q: 3 clusters Score -6083852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6083852.500000 Penalty: 3497.670898
	Iteration 55F: 3 clusters Score -6083852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Entering Unmasked Estep 
Score: -6132336.000000 Penalty: 1753.167236
	Iteration 0F: 2 clusters Score -6132336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -6099721.000000 Penalty: 3506.334473
	Iteration 0F: 3 clusters Score -6099721 nChanged 22767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -6112804.000000 Penalty: 3506.334473
	Iteration 1F: 3 clusters Score -6112804 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -6113520.500000 Penalty: 3506.334473
	Iteration 2Q: 3 clusters Score -6113520 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -6114274.500000 Penalty: 3506.334473
	Iteration 3Q: 3 clusters Score -6114274 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -6115155.000000 Penalty: 3506.334473
	Iteration 4Q: 3 clusters Score -6115155 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -6116109.500000 Penalty: 3506.334473
	Iteration 5Q: 3 clusters Score -6116110 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -6117169.000000 Penalty: 3506.334473
	Iteration 6Q: 3 clusters Score -6117169 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -6118415.000000 Penalty: 3506.334473
	Iteration 7Q: 3 clusters Score -6118415 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -6119752.000000 Penalty: 3506.334473
	Iteration 8F: 3 clusters Score -6119752 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -6121017.500000 Penalty: 3506.334473
	Iteration 9Q: 3 clusters Score -6121018 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -6122032.500000 Penalty: 3506.334473
	Iteration 10Q: 3 clusters Score -6122032 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -6122579.000000 Penalty: 3506.334473
	Iteration 11Q: 3 clusters Score -6122579 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -6122954.000000 Penalty: 3506.334473
	Iteration 12Q: 3 clusters Score -6122954 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -6123157.000000 Penalty: 3506.334473
	Iteration 13Q: 3 clusters Score -6123157 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -6123287.500000 Penalty: 3506.334473
	Iteration 14Q: 3 clusters Score -6123288 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -6123430.500000 Penalty: 3506.334473
	Iteration 15Q: 3 clusters Score -6123430 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -6123583.000000 Penalty: 3506.334473
	Iteration 16Q: 3 clusters Score -6123583 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -6123772.500000 Penalty: 3506.334473
	Iteration 17Q: 3 clusters Score -6123772 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -6123955.000000 Penalty: 3506.334473
	Iteration 18Q: 3 clusters Score -6123955 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -6124181.000000 Penalty: 3506.334473
	Iteration 19Q: 3 clusters Score -6124181 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -6124436.000000 Penalty: 3506.334473
	Iteration 20F: 3 clusters Score -6124436 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -6124705.000000 Penalty: 3506.334473
	Iteration 21Q: 3 clusters Score -6124705 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -6124990.000000 Penalty: 3506.334473
	Iteration 22Q: 3 clusters Score -6124990 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -6125333.500000 Penalty: 3506.334473
	Iteration 23Q: 3 clusters Score -6125334 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -6125762.500000 Penalty: 3506.334473
	Iteration 24Q: 3 clusters Score -6125762 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -6126162.000000 Penalty: 3506.334473
	Iteration 25Q: 3 clusters Score -6126162 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -6126723.500000 Penalty: 3506.334473
	Iteration 26Q: 3 clusters Score -6126724 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -6127171.000000 Penalty: 3506.334473
	Iteration 27Q: 3 clusters Score -6127171 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -6127683.000000 Penalty: 3506.334473
	Iteration 28Q: 3 clusters Score -6127683 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -6128227.000000 Penalty: 3506.334473
	Iteration 29Q: 3 clusters Score -6128227 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -6128767.000000 Penalty: 3506.334473
	Iteration 30Q: 3 clusters Score -6128767 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -6129238.500000 Penalty: 3506.334473
	Iteration 31Q: 3 clusters Score -6129238 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -6129670.500000 Penalty: 3506.334473
	Iteration 32Q: 3 clusters Score -6129670 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -6130027.500000 Penalty: 3506.334473
	Iteration 33Q: 3 clusters Score -6130028 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -6130295.500000 Penalty: 3506.334473
	Iteration 34Q: 3 clusters Score -6130296 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -6130471.000000 Penalty: 3506.334473
	Iteration 35Q: 3 clusters Score -6130471 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -6130591.000000 Penalty: 3506.334473
	Iteration 36Q: 3 clusters Score -6130591 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -6130676.500000 Penalty: 3506.334473
	Iteration 37Q: 3 clusters Score -6130676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -6130716.500000 Penalty: 3506.334473
	Iteration 38Q: 3 clusters Score -6130716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -6130758.500000 Penalty: 3506.334473
	Iteration 39Q: 3 clusters Score -6130758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -6130798.000000 Penalty: 3506.334473
	Iteration 40F: 3 clusters Score -6130798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -6130808.500000 Penalty: 3506.334473
	Iteration 41Q: 3 clusters Score -6130808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -6130816.000000 Penalty: 3506.334473
	Iteration 42Q: 3 clusters Score -6130816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -6130832.000000 Penalty: 3506.334473
	Iteration 43Q: 3 clusters Score -6130832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -6130843.000000 Penalty: 3506.334473
	Iteration 44Q: 3 clusters Score -6130843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -6130852.500000 Penalty: 3506.334473
	Iteration 45Q: 3 clusters Score -6130852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -6130850.500000 Penalty: 3506.334473
	Iteration 46Q: 3 clusters Score -6130850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -6130858.000000 Penalty: 3506.334473
	Iteration 47Q: 3 clusters Score -6130858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -6130861.000000 Penalty: 3506.334473
	Iteration 48Q: 3 clusters Score -6130861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -6130860.000000 Penalty: 3506.334473
	Iteration 49Q: 3 clusters Score -6130860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -6130865.000000 Penalty: 3506.334473
	Iteration 50Q: 3 clusters Score -6130865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -6130874.500000 Penalty: 3506.334473
	Iteration 51Q: 3 clusters Score -6130874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -6130879.000000 Penalty: 3506.334473
	Iteration 52Q: 3 clusters Score -6130879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -6130878.000000 Penalty: 3506.334473
	Iteration 53Q: 3 clusters Score -6130878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -6130878.000000 Penalty: 3506.334473
	Iteration 54F: 3 clusters Score -6130878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Entering Unmasked Estep 
Score: -703305.312500 Penalty: 1403.241455
	Iteration 0F: 2 clusters Score -703305.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -698962.250000 Penalty: 2806.482910
	Iteration 0F: 3 clusters Score -698962.2 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -700279.875000 Penalty: 2806.482910
	Iteration 1F: 3 clusters Score -700279.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -700610.250000 Penalty: 2806.482910
	Iteration 2F: 3 clusters Score -700610.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -700873.625000 Penalty: 2806.482910
	Iteration 3F: 3 clusters Score -700873.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -701077.437500 Penalty: 2806.482910
	Iteration 4F: 3 clusters Score -701077.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -701263.625000 Penalty: 2806.482910
	Iteration 5F: 3 clusters Score -701263.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -701423.125000 Penalty: 2806.482910
	Iteration 6Q: 3 clusters Score -701423.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -701540.937500 Penalty: 2806.482910
	Iteration 7Q: 3 clusters Score -701540.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -701638.125000 Penalty: 2806.482910
	Iteration 8Q: 3 clusters Score -701638.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -701714.625000 Penalty: 2806.482910
	Iteration 9Q: 3 clusters Score -701714.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -701774.250000 Penalty: 2806.482910
	Iteration 10Q: 3 clusters Score -701774.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -701817.250000 Penalty: 2806.482910
	Iteration 11Q: 3 clusters Score -701817.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -701848.625000 Penalty: 2806.482910
	Iteration 12Q: 3 clusters Score -701848.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -701872.375000 Penalty: 2806.482910
	Iteration 13Q: 3 clusters Score -701872.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -701892.062500 Penalty: 2806.482910
	Iteration 14Q: 3 clusters Score -701892.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -701905.312500 Penalty: 2806.482910
	Iteration 15Q: 3 clusters Score -701905.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -701920.375000 Penalty: 2806.482910
	Iteration 16Q: 3 clusters Score -701920.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -701935.250000 Penalty: 2806.482910
	Iteration 17Q: 3 clusters Score -701935.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -701954.625000 Penalty: 2806.482910
	Iteration 18Q: 3 clusters Score -701954.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -701973.625000 Penalty: 2806.482910
	Iteration 19Q: 3 clusters Score -701973.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -701990.437500 Penalty: 2806.482910
	Iteration 20F: 3 clusters Score -701990.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -702010.750000 Penalty: 2806.482910
	Iteration 21Q: 3 clusters Score -702010.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -702027.250000 Penalty: 2806.482910
	Iteration 22Q: 3 clusters Score -702027.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -702046.125000 Penalty: 2806.482910
	Iteration 23Q: 3 clusters Score -702046.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -702064.312500 Penalty: 2806.482910
	Iteration 24Q: 3 clusters Score -702064.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -702087.687500 Penalty: 2806.482910
	Iteration 25Q: 3 clusters Score -702087.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -702109.750000 Penalty: 2806.482910
	Iteration 26Q: 3 clusters Score -702109.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -702136.312500 Penalty: 2806.482910
	Iteration 27Q: 3 clusters Score -702136.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -702163.937500 Penalty: 2806.482910
	Iteration 28Q: 3 clusters Score -702163.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -702184.625000 Penalty: 2806.482910
	Iteration 29Q: 3 clusters Score -702184.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -702197.375000 Penalty: 2806.482910
	Iteration 30Q: 3 clusters Score -702197.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -702212.062500 Penalty: 2806.482910
	Iteration 31Q: 3 clusters Score -702212.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -702223.750000 Penalty: 2806.482910
	Iteration 32Q: 3 clusters Score -702223.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -702234.750000 Penalty: 2806.482910
	Iteration 33Q: 3 clusters Score -702234.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -702248.250000 Penalty: 2806.482910
	Iteration 34Q: 3 clusters Score -702248.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -702256.062500 Penalty: 2806.482910
	Iteration 35Q: 3 clusters Score -702256.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -702260.062500 Penalty: 2806.482910
	Iteration 36Q: 3 clusters Score -702260.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -702265.937500 Penalty: 2806.482910
	Iteration 37Q: 3 clusters Score -702265.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -702271.812500 Penalty: 2806.482910
	Iteration 38Q: 3 clusters Score -702271.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -702276.500000 Penalty: 2806.482910
	Iteration 39Q: 3 clusters Score -702276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -702279.187500 Penalty: 2806.482910
	Iteration 40F: 3 clusters Score -702279.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -702284.625000 Penalty: 2806.482910
	Iteration 41Q: 3 clusters Score -702284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -702285.000000 Penalty: 2806.482910
	Iteration 42Q: 3 clusters Score -702285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -702287.687500 Penalty: 2806.482910
	Iteration 43Q: 3 clusters Score -702287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -702287.312500 Penalty: 2806.482910
	Iteration 44Q: 3 clusters Score -702287.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -702287.500000 Penalty: 2806.482910
	Iteration 45Q: 3 clusters Score -702287.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -702288.937500 Penalty: 2806.482910
	Iteration 46Q: 3 clusters Score -702288.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -702288.937500 Penalty: 2806.482910
	Iteration 47F: 3 clusters Score -702288.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -18422.726562 Penalty: 853.494446
	Iteration 0F: 2 clusters Score -18422.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17894.289062 Penalty: 1706.988892
	Iteration 0F: 3 clusters Score -17894.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18076.064453 Penalty: 1706.988892
	Iteration 1F: 3 clusters Score -18076.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18185.304688 Penalty: 1706.988892
	Iteration 2F: 3 clusters Score -18185.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18219.039062 Penalty: 1706.988892
	Iteration 3F: 3 clusters Score -18219.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18336.337891 Penalty: 1706.988892
	Iteration 4Q: 3 clusters Score -18336.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18349.599609 Penalty: 1706.988892
	Iteration 5Q: 3 clusters Score -18349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18349.599609 Penalty: 1706.988892
	Iteration 6F: 3 clusters Score -18349.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Entering Unmasked Estep 
Score: -692395.750000 Penalty: 1398.524170
	Iteration 0F: 2 clusters Score -692395.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -688244.875000 Penalty: 2797.048340
	Iteration 0F: 3 clusters Score -688244.9 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -689768.250000 Penalty: 2797.048340
	Iteration 1F: 3 clusters Score -689768.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -690075.625000 Penalty: 2797.048340
	Iteration 2F: 3 clusters Score -690075.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -690296.687500 Penalty: 2797.048340
	Iteration 3F: 3 clusters Score -690296.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -690482.625000 Penalty: 2797.048340
	Iteration 4F: 3 clusters Score -690482.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -690681.562500 Penalty: 2797.048340
	Iteration 5F: 3 clusters Score -690681.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -690832.500000 Penalty: 2797.048340
	Iteration 6Q: 3 clusters Score -690832.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -690950.000000 Penalty: 2797.048340
	Iteration 7Q: 3 clusters Score -690950 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -691067.750000 Penalty: 2797.048340
	Iteration 8Q: 3 clusters Score -691067.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -691168.875000 Penalty: 2797.048340
	Iteration 9Q: 3 clusters Score -691168.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -691260.125000 Penalty: 2797.048340
	Iteration 10Q: 3 clusters Score -691260.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -691335.000000 Penalty: 2797.048340
	Iteration 11Q: 3 clusters Score -691335 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -691385.687500 Penalty: 2797.048340
	Iteration 12Q: 3 clusters Score -691385.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -691425.875000 Penalty: 2797.048340
	Iteration 13Q: 3 clusters Score -691425.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -691469.062500 Penalty: 2797.048340
	Iteration 14Q: 3 clusters Score -691469.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -691513.500000 Penalty: 2797.048340
	Iteration 15Q: 3 clusters Score -691513.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -691559.937500 Penalty: 2797.048340
	Iteration 16Q: 3 clusters Score -691559.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -691593.250000 Penalty: 2797.048340
	Iteration 17Q: 3 clusters Score -691593.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -691619.062500 Penalty: 2797.048340
	Iteration 18Q: 3 clusters Score -691619.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -691639.625000 Penalty: 2797.048340
	Iteration 19Q: 3 clusters Score -691639.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -691657.437500 Penalty: 2797.048340
	Iteration 20F: 3 clusters Score -691657.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -691678.625000 Penalty: 2797.048340
	Iteration 21Q: 3 clusters Score -691678.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -691696.000000 Penalty: 2797.048340
	Iteration 22Q: 3 clusters Score -691696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -691712.437500 Penalty: 2797.048340
	Iteration 23Q: 3 clusters Score -691712.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -691726.500000 Penalty: 2797.048340
	Iteration 24Q: 3 clusters Score -691726.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -691740.062500 Penalty: 2797.048340
	Iteration 25Q: 3 clusters Score -691740.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -691754.437500 Penalty: 2797.048340
	Iteration 26Q: 3 clusters Score -691754.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -691765.312500 Penalty: 2797.048340
	Iteration 27Q: 3 clusters Score -691765.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -691770.125000 Penalty: 2797.048340
	Iteration 28Q: 3 clusters Score -691770.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -691775.750000 Penalty: 2797.048340
	Iteration 29Q: 3 clusters Score -691775.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -691784.562500 Penalty: 2797.048340
	Iteration 30Q: 3 clusters Score -691784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -691786.812500 Penalty: 2797.048340
	Iteration 31Q: 3 clusters Score -691786.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -691788.750000 Penalty: 2797.048340
	Iteration 32Q: 3 clusters Score -691788.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -691788.375000 Penalty: 2797.048340
	Iteration 33Q: 3 clusters Score -691788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -691788.375000 Penalty: 2797.048340
	Iteration 34F: 3 clusters Score -691788.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Entering Unmasked Estep 
Score: -2168256.750000 Penalty: 1583.613159
	Iteration 0F: 2 clusters Score -2168257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2156532.500000 Penalty: 3167.226318
	Iteration 0F: 3 clusters Score -2156532 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2160505.500000 Penalty: 3167.226318
	Iteration 1F: 3 clusters Score -2160506 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2160805.750000 Penalty: 3167.226318
	Iteration 2Q: 3 clusters Score -2160806 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2161111.750000 Penalty: 3167.226318
	Iteration 3Q: 3 clusters Score -2161112 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2161460.500000 Penalty: 3167.226318
	Iteration 4Q: 3 clusters Score -2161460 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2161818.500000 Penalty: 3167.226318
	Iteration 5Q: 3 clusters Score -2161818 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2162181.750000 Penalty: 3167.226318
	Iteration 6Q: 3 clusters Score -2162182 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2162602.750000 Penalty: 3167.226318
	Iteration 7Q: 3 clusters Score -2162603 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2163108.250000 Penalty: 3167.226318
	Iteration 8F: 3 clusters Score -2163108 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2163669.500000 Penalty: 3167.226318
	Iteration 9Q: 3 clusters Score -2163670 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2164304.750000 Penalty: 3167.226318
	Iteration 10F: 3 clusters Score -2164305 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2164972.250000 Penalty: 3167.226318
	Iteration 11Q: 3 clusters Score -2164972 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2165514.750000 Penalty: 3167.226318
	Iteration 12Q: 3 clusters Score -2165515 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2165890.000000 Penalty: 3167.226318
	Iteration 13Q: 3 clusters Score -2165890 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2166132.500000 Penalty: 3167.226318
	Iteration 14Q: 3 clusters Score -2166132 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2166296.250000 Penalty: 3167.226318
	Iteration 15Q: 3 clusters Score -2166296 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2166415.250000 Penalty: 3167.226318
	Iteration 16Q: 3 clusters Score -2166415 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2166496.750000 Penalty: 3167.226318
	Iteration 17Q: 3 clusters Score -2166497 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2166551.000000 Penalty: 3167.226318
	Iteration 18Q: 3 clusters Score -2166551 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2166600.000000 Penalty: 3167.226318
	Iteration 19Q: 3 clusters Score -2166600 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2166647.250000 Penalty: 3167.226318
	Iteration 20F: 3 clusters Score -2166647 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2166672.500000 Penalty: 3167.226318
	Iteration 21Q: 3 clusters Score -2166672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2166698.000000 Penalty: 3167.226318
	Iteration 22Q: 3 clusters Score -2166698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2166705.750000 Penalty: 3167.226318
	Iteration 23Q: 3 clusters Score -2166706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2166722.500000 Penalty: 3167.226318
	Iteration 24Q: 3 clusters Score -2166722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2166736.250000 Penalty: 3167.226318
	Iteration 25Q: 3 clusters Score -2166736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2166747.500000 Penalty: 3167.226318
	Iteration 26Q: 3 clusters Score -2166748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2166758.500000 Penalty: 3167.226318
	Iteration 27Q: 3 clusters Score -2166758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2166760.250000 Penalty: 3167.226318
	Iteration 28Q: 3 clusters Score -2166760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2166771.250000 Penalty: 3167.226318
	Iteration 29Q: 3 clusters Score -2166771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2166785.750000 Penalty: 3167.226318
	Iteration 30Q: 3 clusters Score -2166786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2166795.750000 Penalty: 3167.226318
	Iteration 31Q: 3 clusters Score -2166796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2166800.500000 Penalty: 3167.226318
	Iteration 32Q: 3 clusters Score -2166800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2166808.000000 Penalty: 3167.226318
	Iteration 33Q: 3 clusters Score -2166808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2166819.000000 Penalty: 3167.226318
	Iteration 34Q: 3 clusters Score -2166819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2166827.000000 Penalty: 3167.226318
	Iteration 35Q: 3 clusters Score -2166827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2166837.000000 Penalty: 3167.226318
	Iteration 36Q: 3 clusters Score -2166837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2166844.750000 Penalty: 3167.226318
	Iteration 37Q: 3 clusters Score -2166845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2166849.750000 Penalty: 3167.226318
	Iteration 38Q: 3 clusters Score -2166850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2166860.250000 Penalty: 3167.226318
	Iteration 39Q: 3 clusters Score -2166860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2166869.500000 Penalty: 3167.226318
	Iteration 40F: 3 clusters Score -2166870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2166876.000000 Penalty: 3167.226318
	Iteration 41Q: 3 clusters Score -2166876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2166881.750000 Penalty: 3167.226318
	Iteration 42Q: 3 clusters Score -2166882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2166882.250000 Penalty: 3167.226318
	Iteration 43Q: 3 clusters Score -2166882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2166883.500000 Penalty: 3167.226318
	Iteration 44Q: 3 clusters Score -2166884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2166887.250000 Penalty: 3167.226318
	Iteration 45Q: 3 clusters Score -2166887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2166890.500000 Penalty: 3167.226318
	Iteration 46Q: 3 clusters Score -2166890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2166891.500000 Penalty: 3167.226318
	Iteration 47Q: 3 clusters Score -2166892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2166892.000000 Penalty: 3167.226318
	Iteration 48Q: 3 clusters Score -2166892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2166891.750000 Penalty: 3167.226318
	Iteration 49Q: 3 clusters Score -2166892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2166891.750000 Penalty: 3167.226318
	Iteration 50F: 3 clusters Score -2166892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -299155.375000 Penalty: 1270.690918
	Iteration 0F: 2 clusters Score -299155.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -296720.781250 Penalty: 2541.381836
	Iteration 0F: 3 clusters Score -296720.8 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -297305.437500 Penalty: 2541.381836
	Iteration 1F: 3 clusters Score -297305.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -297432.750000 Penalty: 2541.381836
	Iteration 2F: 3 clusters Score -297432.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -297514.718750 Penalty: 2541.381836
	Iteration 3Q: 3 clusters Score -297514.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -297580.625000 Penalty: 2541.381836
	Iteration 4Q: 3 clusters Score -297580.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -297626.593750 Penalty: 2541.381836
	Iteration 5Q: 3 clusters Score -297626.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -297669.187500 Penalty: 2541.381836
	Iteration 6Q: 3 clusters Score -297669.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -297706.593750 Penalty: 2541.381836
	Iteration 7Q: 3 clusters Score -297706.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -297727.437500 Penalty: 2541.381836
	Iteration 8Q: 3 clusters Score -297727.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -297737.125000 Penalty: 2541.381836
	Iteration 9Q: 3 clusters Score -297737.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -297747.312500 Penalty: 2541.381836
	Iteration 10Q: 3 clusters Score -297747.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -297760.593750 Penalty: 2541.381836
	Iteration 11Q: 3 clusters Score -297760.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -297774.812500 Penalty: 2541.381836
	Iteration 12Q: 3 clusters Score -297774.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -297785.500000 Penalty: 2541.381836
	Iteration 13Q: 3 clusters Score -297785.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -297793.187500 Penalty: 2541.381836
	Iteration 14Q: 3 clusters Score -297793.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -297800.812500 Penalty: 2541.381836
	Iteration 15Q: 3 clusters Score -297800.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -297810.500000 Penalty: 2541.381836
	Iteration 16Q: 3 clusters Score -297810.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -297821.031250 Penalty: 2541.381836
	Iteration 17Q: 3 clusters Score -297821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -297835.000000 Penalty: 2541.381836
	Iteration 18Q: 3 clusters Score -297835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -297849.781250 Penalty: 2541.381836
	Iteration 19Q: 3 clusters Score -297849.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -297870.218750 Penalty: 2541.381836
	Iteration 20F: 3 clusters Score -297870.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -297895.906250 Penalty: 2541.381836
	Iteration 21Q: 3 clusters Score -297895.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -297927.093750 Penalty: 2541.381836
	Iteration 22Q: 3 clusters Score -297927.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -297960.718750 Penalty: 2541.381836
	Iteration 23Q: 3 clusters Score -297960.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -297992.125000 Penalty: 2541.381836
	Iteration 24Q: 3 clusters Score -297992.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -298026.937500 Penalty: 2541.381836
	Iteration 25Q: 3 clusters Score -298026.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -298061.406250 Penalty: 2541.381836
	Iteration 26Q: 3 clusters Score -298061.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -298097.812500 Penalty: 2541.381836
	Iteration 27Q: 3 clusters Score -298097.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -298123.812500 Penalty: 2541.381836
	Iteration 28Q: 3 clusters Score -298123.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -298156.875000 Penalty: 2541.381836
	Iteration 29Q: 3 clusters Score -298156.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -298174.812500 Penalty: 2541.381836
	Iteration 30Q: 3 clusters Score -298174.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -298190.000000 Penalty: 2541.381836
	Iteration 31Q: 3 clusters Score -298190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -298202.062500 Penalty: 2541.381836
	Iteration 32Q: 3 clusters Score -298202.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -298214.187500 Penalty: 2541.381836
	Iteration 33Q: 3 clusters Score -298214.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -298225.156250 Penalty: 2541.381836
	Iteration 34Q: 3 clusters Score -298225.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -298234.593750 Penalty: 2541.381836
	Iteration 35Q: 3 clusters Score -298234.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -298240.062500 Penalty: 2541.381836
	Iteration 36Q: 3 clusters Score -298240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -298248.156250 Penalty: 2541.381836
	Iteration 37Q: 3 clusters Score -298248.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -298258.500000 Penalty: 2541.381836
	Iteration 38Q: 3 clusters Score -298258.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -298263.562500 Penalty: 2541.381836
	Iteration 39Q: 3 clusters Score -298263.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -298267.718750 Penalty: 2541.381836
	Iteration 40F: 3 clusters Score -298267.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -298273.250000 Penalty: 2541.381836
	Iteration 41Q: 3 clusters Score -298273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -298278.781250 Penalty: 2541.381836
	Iteration 42Q: 3 clusters Score -298278.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -298286.593750 Penalty: 2541.381836
	Iteration 43Q: 3 clusters Score -298286.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -298292.125000 Penalty: 2541.381836
	Iteration 44Q: 3 clusters Score -298292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -298293.781250 Penalty: 2541.381836
	Iteration 45Q: 3 clusters Score -298293.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -298293.781250 Penalty: 2541.381836
	Iteration 46F: 3 clusters Score -298293.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39875.734375 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -39875.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38954.980469 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -38954.98 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39112.023438 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -39112.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39159.328125 Penalty: 1913.885254
	Iteration 2Q: 3 clusters Score -39159.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39188.636719 Penalty: 1913.885254
	Iteration 3Q: 3 clusters Score -39188.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39195.085938 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -39195.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39203.546875 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -39203.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39213.074219 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -39213.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39217.210938 Penalty: 1913.885254
	Iteration 7Q: 3 clusters Score -39217.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39217.210938 Penalty: 1913.885254
	Iteration 8F: 3 clusters Score -39217.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Entering Unmasked Estep 
Score: -375466.406250 Penalty: 1322.184204
	Iteration 0F: 2 clusters Score -375466.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -372487.218750 Penalty: 2644.368408
	Iteration 0F: 3 clusters Score -372487.2 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -373445.437500 Penalty: 2644.368408
	Iteration 1F: 3 clusters Score -373445.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -373869.125000 Penalty: 2644.368408
	Iteration 2F: 3 clusters Score -373869.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -374271.312500 Penalty: 2644.368408
	Iteration 3F: 3 clusters Score -374271.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -374580.687500 Penalty: 2644.368408
	Iteration 4F: 3 clusters Score -374580.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -374806.843750 Penalty: 2644.368408
	Iteration 5F: 3 clusters Score -374806.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -374934.312500 Penalty: 2644.368408
	Iteration 6Q: 3 clusters Score -374934.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -375021.937500 Penalty: 2644.368408
	Iteration 7Q: 3 clusters Score -375021.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -375072.437500 Penalty: 2644.368408
	Iteration 8Q: 3 clusters Score -375072.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -375106.093750 Penalty: 2644.368408
	Iteration 9Q: 3 clusters Score -375106.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -375124.187500 Penalty: 2644.368408
	Iteration 10Q: 3 clusters Score -375124.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -375136.906250 Penalty: 2644.368408
	Iteration 11Q: 3 clusters Score -375136.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -375147.187500 Penalty: 2644.368408
	Iteration 12Q: 3 clusters Score -375147.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -375155.281250 Penalty: 2644.368408
	Iteration 13Q: 3 clusters Score -375155.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -375158.968750 Penalty: 2644.368408
	Iteration 14Q: 3 clusters Score -375159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -375160.625000 Penalty: 2644.368408
	Iteration 15Q: 3 clusters Score -375160.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -375163.312500 Penalty: 2644.368408
	Iteration 16Q: 3 clusters Score -375163.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -375165.843750 Penalty: 2644.368408
	Iteration 17Q: 3 clusters Score -375165.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -375167.562500 Penalty: 2644.368408
	Iteration 18Q: 3 clusters Score -375167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -375168.968750 Penalty: 2644.368408
	Iteration 19Q: 3 clusters Score -375169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -375170.156250 Penalty: 2644.368408
	Iteration 20F: 3 clusters Score -375170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -375172.250000 Penalty: 2644.368408
	Iteration 21Q: 3 clusters Score -375172.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -375174.625000 Penalty: 2644.368408
	Iteration 22Q: 3 clusters Score -375174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -375175.031250 Penalty: 2644.368408
	Iteration 23Q: 3 clusters Score -375175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -375175.031250 Penalty: 2644.368408
	Iteration 24F: 3 clusters Score -375175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -404939.343750 Penalty: 1305.416748
	Iteration 0F: 2 clusters Score -404939.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -402158.468750 Penalty: 2610.833496
	Iteration 0F: 3 clusters Score -402158.5 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -402813.437500 Penalty: 2610.833496
	Iteration 1F: 3 clusters Score -402813.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -402937.187500 Penalty: 2610.833496
	Iteration 2F: 3 clusters Score -402937.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -403010.937500 Penalty: 2610.833496
	Iteration 3Q: 3 clusters Score -403010.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -403057.750000 Penalty: 2610.833496
	Iteration 4Q: 3 clusters Score -403057.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -403096.500000 Penalty: 2610.833496
	Iteration 5Q: 3 clusters Score -403096.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -403134.593750 Penalty: 2610.833496
	Iteration 6Q: 3 clusters Score -403134.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -403167.437500 Penalty: 2610.833496
	Iteration 7Q: 3 clusters Score -403167.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -403184.812500 Penalty: 2610.833496
	Iteration 8Q: 3 clusters Score -403184.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -403197.937500 Penalty: 2610.833496
	Iteration 9Q: 3 clusters Score -403197.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -403208.093750 Penalty: 2610.833496
	Iteration 10Q: 3 clusters Score -403208.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -403215.062500 Penalty: 2610.833496
	Iteration 11Q: 3 clusters Score -403215.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -403222.468750 Penalty: 2610.833496
	Iteration 12Q: 3 clusters Score -403222.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -403227.062500 Penalty: 2610.833496
	Iteration 13Q: 3 clusters Score -403227.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -403234.031250 Penalty: 2610.833496
	Iteration 14Q: 3 clusters Score -403234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -403246.156250 Penalty: 2610.833496
	Iteration 15Q: 3 clusters Score -403246.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -403262.250000 Penalty: 2610.833496
	Iteration 16Q: 3 clusters Score -403262.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -403271.593750 Penalty: 2610.833496
	Iteration 17Q: 3 clusters Score -403271.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -403279.312500 Penalty: 2610.833496
	Iteration 18Q: 3 clusters Score -403279.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -403287.093750 Penalty: 2610.833496
	Iteration 19Q: 3 clusters Score -403287.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -403296.406250 Penalty: 2610.833496
	Iteration 20F: 3 clusters Score -403296.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -403305.593750 Penalty: 2610.833496
	Iteration 21Q: 3 clusters Score -403305.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -403311.687500 Penalty: 2610.833496
	Iteration 22Q: 3 clusters Score -403311.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -403318.281250 Penalty: 2610.833496
	Iteration 23Q: 3 clusters Score -403318.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -403323.531250 Penalty: 2610.833496
	Iteration 24Q: 3 clusters Score -403323.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -403329.437500 Penalty: 2610.833496
	Iteration 25Q: 3 clusters Score -403329.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -403335.718750 Penalty: 2610.833496
	Iteration 26Q: 3 clusters Score -403335.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -403340.906250 Penalty: 2610.833496
	Iteration 27Q: 3 clusters Score -403340.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -403344.062500 Penalty: 2610.833496
	Iteration 28Q: 3 clusters Score -403344.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -403349.187500 Penalty: 2610.833496
	Iteration 29Q: 3 clusters Score -403349.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -403352.812500 Penalty: 2610.833496
	Iteration 30Q: 3 clusters Score -403352.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -403356.718750 Penalty: 2610.833496
	Iteration 31Q: 3 clusters Score -403356.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -403361.906250 Penalty: 2610.833496
	Iteration 32Q: 3 clusters Score -403361.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -403366.312500 Penalty: 2610.833496
	Iteration 33Q: 3 clusters Score -403366.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -403373.781250 Penalty: 2610.833496
	Iteration 34Q: 3 clusters Score -403373.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -403381.343750 Penalty: 2610.833496
	Iteration 35Q: 3 clusters Score -403381.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -403386.343750 Penalty: 2610.833496
	Iteration 36Q: 3 clusters Score -403386.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -403392.000000 Penalty: 2610.833496
	Iteration 37Q: 3 clusters Score -403392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -403401.187500 Penalty: 2610.833496
	Iteration 38Q: 3 clusters Score -403401.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -403408.843750 Penalty: 2610.833496
	Iteration 39Q: 3 clusters Score -403408.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -403419.218750 Penalty: 2610.833496
	Iteration 40F: 3 clusters Score -403419.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -403434.187500 Penalty: 2610.833496
	Iteration 41Q: 3 clusters Score -403434.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -403447.500000 Penalty: 2610.833496
	Iteration 42Q: 3 clusters Score -403447.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -403462.406250 Penalty: 2610.833496
	Iteration 43Q: 3 clusters Score -403462.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -403474.812500 Penalty: 2610.833496
	Iteration 44Q: 3 clusters Score -403474.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -403484.718750 Penalty: 2610.833496
	Iteration 45Q: 3 clusters Score -403484.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -403499.718750 Penalty: 2610.833496
	Iteration 46Q: 3 clusters Score -403499.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -403512.031250 Penalty: 2610.833496
	Iteration 47Q: 3 clusters Score -403512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -403527.000000 Penalty: 2610.833496
	Iteration 48Q: 3 clusters Score -403527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -403541.062500 Penalty: 2610.833496
	Iteration 49Q: 3 clusters Score -403541.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -403553.312500 Penalty: 2610.833496
	Iteration 50Q: 3 clusters Score -403553.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -403565.312500 Penalty: 2610.833496
	Iteration 51Q: 3 clusters Score -403565.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -403576.750000 Penalty: 2610.833496
	Iteration 52Q: 3 clusters Score -403576.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -403594.500000 Penalty: 2610.833496
	Iteration 53Q: 3 clusters Score -403594.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -403618.687500 Penalty: 2610.833496
	Iteration 54Q: 3 clusters Score -403618.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -403642.937500 Penalty: 2610.833496
	Iteration 55Q: 3 clusters Score -403642.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -403668.218750 Penalty: 2610.833496
	Iteration 56Q: 3 clusters Score -403668.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -403686.000000 Penalty: 2610.833496
	Iteration 57Q: 3 clusters Score -403686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -403705.312500 Penalty: 2610.833496
	Iteration 58Q: 3 clusters Score -403705.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -403723.500000 Penalty: 2610.833496
	Iteration 59Q: 3 clusters Score -403723.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -403737.875000 Penalty: 2610.833496
	Iteration 60F: 3 clusters Score -403737.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -403748.406250 Penalty: 2610.833496
	Iteration 61Q: 3 clusters Score -403748.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -403756.281250 Penalty: 2610.833496
	Iteration 62Q: 3 clusters Score -403756.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -403762.062500 Penalty: 2610.833496
	Iteration 63Q: 3 clusters Score -403762.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -403767.250000 Penalty: 2610.833496
	Iteration 64Q: 3 clusters Score -403767.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -403769.250000 Penalty: 2610.833496
	Iteration 65Q: 3 clusters Score -403769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -403770.093750 Penalty: 2610.833496
	Iteration 66Q: 3 clusters Score -403770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -403770.093750 Penalty: 2610.833496
	Iteration 67F: 3 clusters Score -403770.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Entering Unmasked Estep 
Score: -420701.093750 Penalty: 1330.797241
	Iteration 0F: 2 clusters Score -420701.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -417631.125000 Penalty: 2661.594482
	Iteration 0F: 3 clusters Score -417631.1 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -418443.875000 Penalty: 2661.594482
	Iteration 1F: 3 clusters Score -418443.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -418642.625000 Penalty: 2661.594482
	Iteration 2F: 3 clusters Score -418642.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -418776.468750 Penalty: 2661.594482
	Iteration 3F: 3 clusters Score -418776.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -418871.718750 Penalty: 2661.594482
	Iteration 4Q: 3 clusters Score -418871.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -418942.906250 Penalty: 2661.594482
	Iteration 5Q: 3 clusters Score -418942.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -418998.875000 Penalty: 2661.594482
	Iteration 6Q: 3 clusters Score -418998.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -419046.000000 Penalty: 2661.594482
	Iteration 7Q: 3 clusters Score -419046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -419081.718750 Penalty: 2661.594482
	Iteration 8Q: 3 clusters Score -419081.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -419113.468750 Penalty: 2661.594482
	Iteration 9Q: 3 clusters Score -419113.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -419133.468750 Penalty: 2661.594482
	Iteration 10Q: 3 clusters Score -419133.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -419152.562500 Penalty: 2661.594482
	Iteration 11Q: 3 clusters Score -419152.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -419173.187500 Penalty: 2661.594482
	Iteration 12Q: 3 clusters Score -419173.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -419192.437500 Penalty: 2661.594482
	Iteration 13Q: 3 clusters Score -419192.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -419209.843750 Penalty: 2661.594482
	Iteration 14Q: 3 clusters Score -419209.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -419226.750000 Penalty: 2661.594482
	Iteration 15Q: 3 clusters Score -419226.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -419240.750000 Penalty: 2661.594482
	Iteration 16Q: 3 clusters Score -419240.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -419265.375000 Penalty: 2661.594482
	Iteration 17Q: 3 clusters Score -419265.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -419289.437500 Penalty: 2661.594482
	Iteration 18Q: 3 clusters Score -419289.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -419310.093750 Penalty: 2661.594482
	Iteration 19Q: 3 clusters Score -419310.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -419330.062500 Penalty: 2661.594482
	Iteration 20F: 3 clusters Score -419330.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -419353.250000 Penalty: 2661.594482
	Iteration 21Q: 3 clusters Score -419353.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -419365.968750 Penalty: 2661.594482
	Iteration 22Q: 3 clusters Score -419366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -419377.687500 Penalty: 2661.594482
	Iteration 23Q: 3 clusters Score -419377.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -419390.593750 Penalty: 2661.594482
	Iteration 24Q: 3 clusters Score -419390.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -419403.468750 Penalty: 2661.594482
	Iteration 25Q: 3 clusters Score -419403.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -419413.781250 Penalty: 2661.594482
	Iteration 26Q: 3 clusters Score -419413.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -419423.468750 Penalty: 2661.594482
	Iteration 27Q: 3 clusters Score -419423.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -419431.500000 Penalty: 2661.594482
	Iteration 28Q: 3 clusters Score -419431.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -419438.156250 Penalty: 2661.594482
	Iteration 29Q: 3 clusters Score -419438.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -419440.593750 Penalty: 2661.594482
	Iteration 30Q: 3 clusters Score -419440.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -419445.281250 Penalty: 2661.594482
	Iteration 31Q: 3 clusters Score -419445.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -419451.750000 Penalty: 2661.594482
	Iteration 32Q: 3 clusters Score -419451.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -419455.781250 Penalty: 2661.594482
	Iteration 33Q: 3 clusters Score -419455.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -419460.718750 Penalty: 2661.594482
	Iteration 34Q: 3 clusters Score -419460.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -419463.718750 Penalty: 2661.594482
	Iteration 35Q: 3 clusters Score -419463.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -419471.406250 Penalty: 2661.594482
	Iteration 36Q: 3 clusters Score -419471.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -419477.906250 Penalty: 2661.594482
	Iteration 37Q: 3 clusters Score -419477.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -419486.093750 Penalty: 2661.594482
	Iteration 38Q: 3 clusters Score -419486.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -419492.093750 Penalty: 2661.594482
	Iteration 39Q: 3 clusters Score -419492.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -419498.312500 Penalty: 2661.594482
	Iteration 40F: 3 clusters Score -419498.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -419503.687500 Penalty: 2661.594482
	Iteration 41Q: 3 clusters Score -419503.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -419509.437500 Penalty: 2661.594482
	Iteration 42Q: 3 clusters Score -419509.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -419512.406250 Penalty: 2661.594482
	Iteration 43Q: 3 clusters Score -419512.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -419520.093750 Penalty: 2661.594482
	Iteration 44Q: 3 clusters Score -419520.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -419525.500000 Penalty: 2661.594482
	Iteration 45Q: 3 clusters Score -419525.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -419530.031250 Penalty: 2661.594482
	Iteration 46Q: 3 clusters Score -419530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -419535.968750 Penalty: 2661.594482
	Iteration 47Q: 3 clusters Score -419536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -419538.906250 Penalty: 2661.594482
	Iteration 48Q: 3 clusters Score -419538.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -419542.062500 Penalty: 2661.594482
	Iteration 49Q: 3 clusters Score -419542.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -419545.156250 Penalty: 2661.594482
	Iteration 50Q: 3 clusters Score -419545.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -419547.312500 Penalty: 2661.594482
	Iteration 51Q: 3 clusters Score -419547.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -419551.000000 Penalty: 2661.594482
	Iteration 52Q: 3 clusters Score -419551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -419553.218750 Penalty: 2661.594482
	Iteration 53Q: 3 clusters Score -419553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -419554.625000 Penalty: 2661.594482
	Iteration 54Q: 3 clusters Score -419554.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -419558.312500 Penalty: 2661.594482
	Iteration 55Q: 3 clusters Score -419558.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -419559.375000 Penalty: 2661.594482
	Iteration 56Q: 3 clusters Score -419559.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -419559.937500 Penalty: 2661.594482
	Iteration 57Q: 3 clusters Score -419559.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -419559.937500 Penalty: 2661.594482
	Iteration 58F: 3 clusters Score -419559.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -7429.702637 Penalty: 781.979980
	Iteration 0F: 2 clusters Score -7429.703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7068.340332 Penalty: 1563.959961
	Iteration 0F: 3 clusters Score -7068.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7136.537598 Penalty: 1563.959961
	Iteration 1F: 3 clusters Score -7136.538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7152.060059 Penalty: 1563.959961
	Iteration 2Q: 3 clusters Score -7152.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7162.616699 Penalty: 1563.959961
	Iteration 3Q: 3 clusters Score -7162.617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7166.371094 Penalty: 1563.959961
	Iteration 4Q: 3 clusters Score -7166.371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7170.764160 Penalty: 1563.959961
	Iteration 5Q: 3 clusters Score -7170.764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7174.863281 Penalty: 1563.959961
	Iteration 6Q: 3 clusters Score -7174.863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7174.863281 Penalty: 1563.959961
	Iteration 7F: 3 clusters Score -7174.863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Entering Unmasked Estep 
Score: -1880498.500000 Penalty: 1557.507080
	Iteration 0F: 2 clusters Score -1880498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1870325.875000 Penalty: 3115.014160
	Iteration 0F: 3 clusters Score -1870326 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1873767.750000 Penalty: 3115.014160
	Iteration 1F: 3 clusters Score -1873768 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1873997.000000 Penalty: 3115.014160
	Iteration 2Q: 3 clusters Score -1873997 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1874197.875000 Penalty: 3115.014160
	Iteration 3Q: 3 clusters Score -1874198 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1874417.250000 Penalty: 3115.014160
	Iteration 4Q: 3 clusters Score -1874417 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1874725.875000 Penalty: 3115.014160
	Iteration 5Q: 3 clusters Score -1874726 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1875171.000000 Penalty: 3115.014160
	Iteration 6F: 3 clusters Score -1875171 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1875791.500000 Penalty: 3115.014160
	Iteration 7F: 3 clusters Score -1875792 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1876620.375000 Penalty: 3115.014160
	Iteration 8F: 3 clusters Score -1876620 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1877522.125000 Penalty: 3115.014160
	Iteration 9F: 3 clusters Score -1877522 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1878310.875000 Penalty: 3115.014160
	Iteration 10F: 3 clusters Score -1878311 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1878757.125000 Penalty: 3115.014160
	Iteration 11Q: 3 clusters Score -1878757 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1878915.125000 Penalty: 3115.014160
	Iteration 12Q: 3 clusters Score -1878915 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1879007.500000 Penalty: 3115.014160
	Iteration 13Q: 3 clusters Score -1879008 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1879062.375000 Penalty: 3115.014160
	Iteration 14Q: 3 clusters Score -1879062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1879088.625000 Penalty: 3115.014160
	Iteration 15Q: 3 clusters Score -1879089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1879105.125000 Penalty: 3115.014160
	Iteration 16Q: 3 clusters Score -1879105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1879108.000000 Penalty: 3115.014160
	Iteration 17Q: 3 clusters Score -1879108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1879110.875000 Penalty: 3115.014160
	Iteration 18Q: 3 clusters Score -1879111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1879110.875000 Penalty: 3115.014160
	Iteration 19F: 3 clusters Score -1879111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -14732.455078 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -14732.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14096.048828 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -14096.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14325.192383 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -14325.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14378.812500 Penalty: 1739.353882
	Iteration 2F: 3 clusters Score -14378.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14430.312500 Penalty: 1739.353882
	Iteration 3Q: 3 clusters Score -14430.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14535.771484 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -14535.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14560.844727 Penalty: 1739.353882
	Iteration 5Q: 3 clusters Score -14560.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14606.689453 Penalty: 1739.353882
	Iteration 6Q: 3 clusters Score -14606.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14636.568359 Penalty: 1739.353882
	Iteration 7Q: 3 clusters Score -14636.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14658.394531 Penalty: 1739.353882
	Iteration 8Q: 3 clusters Score -14658.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14766.492188 Penalty: 1739.353882
	Iteration 9Q: 3 clusters Score -14766.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14784.728516 Penalty: 1739.353882
	Iteration 10Q: 3 clusters Score -14784.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14784.887695 Penalty: 1739.353882
	Iteration 11F: 3 clusters Score -14784.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14790.300781 Penalty: 1739.353882
	Iteration 12Q: 3 clusters Score -14790.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14790.300781 Penalty: 1739.353882
	Iteration 13F: 3 clusters Score -14790.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80705 members 
Mstep: Class 2 contains 129274 members 
Mstep: Class 3 contains 17448 members 
Mstep: Class 4 contains 7726 members 
Mstep: Class 5 contains 91078 members 
Mstep: Class 6 contains 7620 members 
Mstep: Class 7 contains 4535 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 83178 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49195 members 
Mstep: Class 12 contains 4686 members 
Mstep: Class 13 contains 30811 members 
Mstep: Class 14 contains 4974 members 
Mstep: Class 15 contains 11641 members 
Mstep: Class 16 contains 3328 members 
Mstep: Class 17 contains 7131 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22186 members 
Mstep: Class 20 contains 35417 members 
Mstep: Class 21 contains 5349 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47196 members 
Mstep: Class 24 contains 48471 members 
Mstep: Class 25 contains 5627 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5466 members 
Mstep: Class 28 contains 17074 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14540 members 
Mstep: Class 36 contains 63 members 
Mstep: Class 37 contains 124952 members 
Mstep: Class 38 contains 148 members 
Entering Unmasked Estep 
Score: -108941432.000000 Penalty: 84555.523438
Splitting cluster 36 changes total score from -108942728.000000 to -108941432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (124952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124952 members 
Entering Unmasked Estep 
Score: -15882945.000000 Penalty: 1907.048828
	Iteration 0F: 2 clusters Score -1.588294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -15802539.000000 Penalty: 3814.097656
	Iteration 0F: 3 clusters Score -1.580254e+07 nChanged 59971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -15837364.000000 Penalty: 3814.097656
	Iteration 1F: 3 clusters Score -1.583736e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 61282 members 
Entering Unmasked Estep 
Score: -15838131.000000 Penalty: 3814.097656
	Iteration 2Q: 3 clusters Score -1.583813e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -15838920.000000 Penalty: 3814.097656
	Iteration 3Q: 3 clusters Score -1.583892e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -15839951.000000 Penalty: 3814.097656
	Iteration 4Q: 3 clusters Score -1.583995e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64875 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -15841404.000000 Penalty: 3814.097656
	Iteration 5Q: 3 clusters Score -1.58414e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -15843411.000000 Penalty: 3814.097656
	Iteration 6Q: 3 clusters Score -1.584341e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66584 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -15846333.000000 Penalty: 3814.097656
	Iteration 7Q: 3 clusters Score -1.584633e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -15850022.000000 Penalty: 3814.097656
	Iteration 8F: 3 clusters Score -1.585002e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70054 members 
Mstep: Class 2 contains 54898 members 
Entering Unmasked Estep 
Score: -15854451.000000 Penalty: 3814.097656
	Iteration 9F: 3 clusters Score -1.585445e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -15859132.000000 Penalty: 3814.097656
	Iteration 10F: 3 clusters Score -1.585913e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73666 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -15862387.000000 Penalty: 3814.097656
	Iteration 11F: 3 clusters Score -1.586239e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -15864190.000000 Penalty: 3814.097656
	Iteration 12Q: 3 clusters Score -1.586419e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75334 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -15865066.000000 Penalty: 3814.097656
	Iteration 13Q: 3 clusters Score -1.586507e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -15865542.000000 Penalty: 3814.097656
	Iteration 14Q: 3 clusters Score -1.586554e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -15865985.000000 Penalty: 3814.097656
	Iteration 15Q: 3 clusters Score -1.586598e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77239 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -15866420.000000 Penalty: 3814.097656
	Iteration 16Q: 3 clusters Score -1.586642e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77898 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -15866787.000000 Penalty: 3814.097656
	Iteration 17Q: 3 clusters Score -1.586679e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78513 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -15867080.000000 Penalty: 3814.097656
	Iteration 18Q: 3 clusters Score -1.586708e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -15867455.000000 Penalty: 3814.097656
	Iteration 19Q: 3 clusters Score -1.586746e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79689 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -15867782.000000 Penalty: 3814.097656
	Iteration 20F: 3 clusters Score -1.586778e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -15868124.000000 Penalty: 3814.097656
	Iteration 21Q: 3 clusters Score -1.586812e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80873 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -15868380.000000 Penalty: 3814.097656
	Iteration 22Q: 3 clusters Score -1.586838e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -15868575.000000 Penalty: 3814.097656
	Iteration 23Q: 3 clusters Score -1.586858e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -15868794.000000 Penalty: 3814.097656
	Iteration 24Q: 3 clusters Score -1.586879e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -15868987.000000 Penalty: 3814.097656
	Iteration 25Q: 3 clusters Score -1.586899e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83434 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -15869155.000000 Penalty: 3814.097656
	Iteration 26Q: 3 clusters Score -1.586916e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -15869298.000000 Penalty: 3814.097656
	Iteration 27Q: 3 clusters Score -1.58693e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84778 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -15869451.000000 Penalty: 3814.097656
	Iteration 28Q: 3 clusters Score -1.586945e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85483 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -15869577.000000 Penalty: 3814.097656
	Iteration 29Q: 3 clusters Score -1.586958e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -15869729.000000 Penalty: 3814.097656
	Iteration 30Q: 3 clusters Score -1.586973e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86907 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -15869812.000000 Penalty: 3814.097656
	Iteration 31Q: 3 clusters Score -1.586981e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -15869930.000000 Penalty: 3814.097656
	Iteration 32Q: 3 clusters Score -1.586993e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88468 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -15870104.000000 Penalty: 3814.097656
	Iteration 33Q: 3 clusters Score -1.58701e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -15870246.000000 Penalty: 3814.097656
	Iteration 34Q: 3 clusters Score -1.587025e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -15870496.000000 Penalty: 3814.097656
	Iteration 35Q: 3 clusters Score -1.58705e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91168 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -15870631.000000 Penalty: 3814.097656
	Iteration 36Q: 3 clusters Score -1.587063e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -15870870.000000 Penalty: 3814.097656
	Iteration 37Q: 3 clusters Score -1.587087e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -15871094.000000 Penalty: 3814.097656
	Iteration 38Q: 3 clusters Score -1.587109e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94327 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -15871410.000000 Penalty: 3814.097656
	Iteration 39Q: 3 clusters Score -1.587141e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95522 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -15871760.000000 Penalty: 3814.097656
	Iteration 40F: 3 clusters Score -1.587176e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96755 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -15872041.000000 Penalty: 3814.097656
	Iteration 41Q: 3 clusters Score -1.587204e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98047 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -15872413.000000 Penalty: 3814.097656
	Iteration 42Q: 3 clusters Score -1.587241e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -15872763.000000 Penalty: 3814.097656
	Iteration 43Q: 3 clusters Score -1.587276e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100836 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -15873164.000000 Penalty: 3814.097656
	Iteration 44Q: 3 clusters Score -1.587316e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102328 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -15873576.000000 Penalty: 3814.097656
	Iteration 45Q: 3 clusters Score -1.587358e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103899 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -15874068.000000 Penalty: 3814.097656
	Iteration 46Q: 3 clusters Score -1.587407e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105434 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -15874521.000000 Penalty: 3814.097656
	Iteration 47Q: 3 clusters Score -1.587452e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107017 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -15875133.000000 Penalty: 3814.097656
	Iteration 48Q: 3 clusters Score -1.587513e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108637 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -15875810.000000 Penalty: 3814.097656
	Iteration 49Q: 3 clusters Score -1.587581e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110234 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -15876711.000000 Penalty: 3814.097656
	Iteration 50Q: 3 clusters Score -1.587671e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111897 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -15877720.000000 Penalty: 3814.097656
	Iteration 51Q: 3 clusters Score -1.587772e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113500 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -15878668.000000 Penalty: 3814.097656
	Iteration 52Q: 3 clusters Score -1.587867e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -15879408.000000 Penalty: 3814.097656
	Iteration 53Q: 3 clusters Score -1.587941e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116416 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -15879967.000000 Penalty: 3814.097656
	Iteration 54Q: 3 clusters Score -1.587997e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117730 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -15880433.000000 Penalty: 3814.097656
	Iteration 55Q: 3 clusters Score -1.588043e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118949 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -15880811.000000 Penalty: 3814.097656
	Iteration 56Q: 3 clusters Score -1.588081e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120018 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -15880978.000000 Penalty: 3814.097656
	Iteration 57Q: 3 clusters Score -1.588098e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120937 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -15881162.000000 Penalty: 3814.097656
	Iteration 58Q: 3 clusters Score -1.588116e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121709 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -15881265.000000 Penalty: 3814.097656
	Iteration 59Q: 3 clusters Score -1.588126e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122348 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -15881367.000000 Penalty: 3814.097656
	Iteration 60F: 3 clusters Score -1.588137e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122838 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -15881372.000000 Penalty: 3814.097656
	Iteration 61Q: 3 clusters Score -1.588137e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123193 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -15881378.000000 Penalty: 3814.097656
	Iteration 62Q: 3 clusters Score -1.588138e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123475 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -15881431.000000 Penalty: 3814.097656
	Iteration 63Q: 3 clusters Score -1.588143e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123671 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -15881452.000000 Penalty: 3814.097656
	Iteration 64Q: 3 clusters Score -1.588145e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123828 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -15881426.000000 Penalty: 3814.097656
	Iteration 65Q: 3 clusters Score -1.588143e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123934 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -15881424.000000 Penalty: 3814.097656
	Iteration 66Q: 3 clusters Score -1.588142e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124017 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -15881447.000000 Penalty: 3814.097656
	Iteration 67Q: 3 clusters Score -1.588145e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124078 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -15881443.000000 Penalty: 3814.097656
	Iteration 68Q: 3 clusters Score -1.588144e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124125 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -15881448.000000 Penalty: 3814.097656
	Iteration 69Q: 3 clusters Score -1.588145e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124159 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -15881470.000000 Penalty: 3814.097656
	Iteration 70Q: 3 clusters Score -1.588147e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124198 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -15881476.000000 Penalty: 3814.097656
	Iteration 71Q: 3 clusters Score -1.588148e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124233 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -15881489.000000 Penalty: 3814.097656
	Iteration 72Q: 3 clusters Score -1.588149e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124258 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -15881486.000000 Penalty: 3814.097656
	Iteration 73Q: 3 clusters Score -1.588149e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124276 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -15881491.000000 Penalty: 3814.097656
	Iteration 74Q: 3 clusters Score -1.588149e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124300 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -15881492.000000 Penalty: 3814.097656
	Iteration 75Q: 3 clusters Score -1.588149e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124313 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -15881487.000000 Penalty: 3814.097656
	Iteration 76Q: 3 clusters Score -1.588149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124325 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -15881494.000000 Penalty: 3814.097656
	Iteration 77Q: 3 clusters Score -1.588149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124333 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -15881505.000000 Penalty: 3814.097656
	Iteration 78Q: 3 clusters Score -1.58815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124342 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -15881501.000000 Penalty: 3814.097656
	Iteration 79Q: 3 clusters Score -1.58815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124346 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -15881514.000000 Penalty: 3814.097656
	Iteration 80F: 3 clusters Score -1.588151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124353 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -15881505.000000 Penalty: 3814.097656
	Iteration 81Q: 3 clusters Score -1.58815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124362 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -15881513.000000 Penalty: 3814.097656
	Iteration 82Q: 3 clusters Score -1.588151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124369 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -15881512.000000 Penalty: 3814.097656
	Iteration 83Q: 3 clusters Score -1.588151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124375 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -15881517.000000 Penalty: 3814.097656
	Iteration 84Q: 3 clusters Score -1.588152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124383 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -15881528.000000 Penalty: 3814.097656
	Iteration 85Q: 3 clusters Score -1.588153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124384 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -15881525.000000 Penalty: 3814.097656
	Iteration 86Q: 3 clusters Score -1.588152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124385 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -15881532.000000 Penalty: 3814.097656
	Iteration 87Q: 3 clusters Score -1.588153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124390 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -15881537.000000 Penalty: 3814.097656
	Iteration 88Q: 3 clusters Score -1.588154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124393 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -15881531.000000 Penalty: 3814.097656
	Iteration 89Q: 3 clusters Score -1.588153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124396 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -15881530.000000 Penalty: 3814.097656
	Iteration 90Q: 3 clusters Score -1.588153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124402 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -15881533.000000 Penalty: 3814.097656
	Iteration 91Q: 3 clusters Score -1.588153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124409 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15881523.000000 Penalty: 3814.097656
	Iteration 92Q: 3 clusters Score -1.588152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124413 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -15881527.000000 Penalty: 3814.097656
	Iteration 93Q: 3 clusters Score -1.588153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124419 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -15881527.000000 Penalty: 3814.097656
	Iteration 94Q: 3 clusters Score -1.588153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124424 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -15881528.000000 Penalty: 3814.097656
	Iteration 95Q: 3 clusters Score -1.588153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124432 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -15881518.000000 Penalty: 3814.097656
	Iteration 96Q: 3 clusters Score -1.588152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124434 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -15881521.000000 Penalty: 3814.097656
	Iteration 97Q: 3 clusters Score -1.588152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124437 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -15881524.000000 Penalty: 3814.097656
	Iteration 98Q: 3 clusters Score -1.588152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124440 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15881523.000000 Penalty: 3814.097656
	Iteration 99Q: 3 clusters Score -1.588152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124441 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -15881534.000000 Penalty: 3814.097656
	Iteration 100F: 3 clusters Score -1.588153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80705 members 
Mstep: Class 2 contains 129274 members 
Mstep: Class 3 contains 17448 members 
Mstep: Class 4 contains 7726 members 
Mstep: Class 5 contains 91078 members 
Mstep: Class 6 contains 7620 members 
Mstep: Class 7 contains 4535 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 83178 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49195 members 
Mstep: Class 12 contains 4686 members 
Mstep: Class 13 contains 30811 members 
Mstep: Class 14 contains 4974 members 
Mstep: Class 15 contains 11641 members 
Mstep: Class 16 contains 3328 members 
Mstep: Class 17 contains 7131 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22186 members 
Mstep: Class 20 contains 35417 members 
Mstep: Class 21 contains 5349 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47196 members 
Mstep: Class 24 contains 48471 members 
Mstep: Class 25 contains 5627 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5466 members 
Mstep: Class 28 contains 17074 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14540 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942760.000000 Penalty: 82330.375000
Iteration 279Q: 38 clusters Score -1.089428e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80710 members 
Mstep: Class 2 contains 129275 members 
Mstep: Class 3 contains 17443 members 
Mstep: Class 4 contains 7726 members 
Mstep: Class 5 contains 91066 members 
Mstep: Class 6 contains 7618 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 83160 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49167 members 
Mstep: Class 12 contains 4707 members 
Mstep: Class 13 contains 30803 members 
Mstep: Class 14 contains 4972 members 
Mstep: Class 15 contains 11648 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 7130 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22188 members 
Mstep: Class 20 contains 35421 members 
Mstep: Class 21 contains 5348 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47213 members 
Mstep: Class 24 contains 48466 members 
Mstep: Class 25 contains 5628 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5466 members 
Mstep: Class 28 contains 17078 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3086 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14533 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942712.000000 Penalty: 82330.375000
Iteration 280F: 38 clusters Score -1.089427e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80718 members 
Mstep: Class 2 contains 129277 members 
Mstep: Class 3 contains 17444 members 
Mstep: Class 4 contains 7726 members 
Mstep: Class 5 contains 91061 members 
Mstep: Class 6 contains 7617 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 83143 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49157 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 30795 members 
Mstep: Class 14 contains 4973 members 
Mstep: Class 15 contains 11653 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22191 members 
Mstep: Class 20 contains 35418 members 
Mstep: Class 21 contains 5346 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47217 members 
Mstep: Class 24 contains 48465 members 
Mstep: Class 25 contains 5628 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5466 members 
Mstep: Class 28 contains 17081 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3091 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14522 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 125003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942744.000000 Penalty: 82330.375000
Iteration 281Q: 38 clusters Score -1.089427e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 129271 members 
Mstep: Class 3 contains 17445 members 
Mstep: Class 4 contains 7726 members 
Mstep: Class 5 contains 91062 members 
Mstep: Class 6 contains 7616 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 83127 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49144 members 
Mstep: Class 12 contains 4742 members 
Mstep: Class 13 contains 30790 members 
Mstep: Class 14 contains 4973 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22193 members 
Mstep: Class 20 contains 35412 members 
Mstep: Class 21 contains 5343 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47222 members 
Mstep: Class 24 contains 48461 members 
Mstep: Class 25 contains 5628 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5466 members 
Mstep: Class 28 contains 17084 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3093 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14518 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 125028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942648.000000 Penalty: 82330.375000
Iteration 282Q: 38 clusters Score -1.089426e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 129257 members 
Mstep: Class 3 contains 17447 members 
Mstep: Class 4 contains 7725 members 
Mstep: Class 5 contains 91063 members 
Mstep: Class 6 contains 7617 members 
Mstep: Class 7 contains 4537 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 83117 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49137 members 
Mstep: Class 12 contains 4756 members 
Mstep: Class 13 contains 30784 members 
Mstep: Class 14 contains 4973 members 
Mstep: Class 15 contains 11671 members 
Mstep: Class 16 contains 3277 members 
Mstep: Class 17 contains 7128 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22194 members 
Mstep: Class 20 contains 35409 members 
Mstep: Class 21 contains 5340 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47224 members 
Mstep: Class 24 contains 48460 members 
Mstep: Class 25 contains 5628 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5466 members 
Mstep: Class 28 contains 17086 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3094 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14515 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 125048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942736.000000 Penalty: 82330.375000
Iteration 283Q: 38 clusters Score -1.089427e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80742 members 
Mstep: Class 2 contains 129245 members 
Mstep: Class 3 contains 17447 members 
Mstep: Class 4 contains 7724 members 
Mstep: Class 5 contains 91060 members 
Mstep: Class 6 contains 7619 members 
Mstep: Class 7 contains 4537 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 83123 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49131 members 
Mstep: Class 12 contains 4768 members 
Mstep: Class 13 contains 30778 members 
Mstep: Class 14 contains 4973 members 
Mstep: Class 15 contains 11676 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22195 members 
Mstep: Class 20 contains 35411 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47234 members 
Mstep: Class 24 contains 48462 members 
Mstep: Class 25 contains 5628 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5467 members 
Mstep: Class 28 contains 17085 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3094 members 
Mstep: Class 33 contains 3602 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14514 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 125049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942656.000000 Penalty: 82330.375000
Iteration 284Q: 38 clusters Score -1.089427e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 129236 members 
Mstep: Class 3 contains 17446 members 
Mstep: Class 4 contains 7724 members 
Mstep: Class 5 contains 91051 members 
Mstep: Class 6 contains 7621 members 
Mstep: Class 7 contains 4537 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 83130 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49127 members 
Mstep: Class 12 contains 4787 members 
Mstep: Class 13 contains 30778 members 
Mstep: Class 14 contains 4973 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 7131 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22195 members 
Mstep: Class 20 contains 35408 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47246 members 
Mstep: Class 24 contains 48462 members 
Mstep: Class 25 contains 5628 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5467 members 
Mstep: Class 28 contains 17085 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3095 members 
Mstep: Class 33 contains 3602 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14511 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 125045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942624.000000 Penalty: 82330.375000
Iteration 285Q: 38 clusters Score -1.089426e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80751 members 
Mstep: Class 2 contains 129225 members 
Mstep: Class 3 contains 17443 members 
Mstep: Class 4 contains 7725 members 
Mstep: Class 5 contains 91040 members 
Mstep: Class 6 contains 7623 members 
Mstep: Class 7 contains 4537 members 
Mstep: Class 8 contains 3836 members 
Mstep: Class 9 contains 83139 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49120 members 
Mstep: Class 12 contains 4810 members 
Mstep: Class 13 contains 30771 members 
Mstep: Class 14 contains 4973 members 
Mstep: Class 15 contains 11686 members 
Mstep: Class 16 contains 3230 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22194 members 
Mstep: Class 20 contains 35411 members 
Mstep: Class 21 contains 5337 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47258 members 
Mstep: Class 24 contains 48462 members 
Mstep: Class 25 contains 5629 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17084 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3095 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14504 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 125042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942712.000000 Penalty: 82330.375000
Iteration 286Q: 38 clusters Score -1.089427e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80760 members 
Mstep: Class 2 contains 129211 members 
Mstep: Class 3 contains 17439 members 
Mstep: Class 4 contains 7726 members 
Mstep: Class 5 contains 91034 members 
Mstep: Class 6 contains 7628 members 
Mstep: Class 7 contains 4537 members 
Mstep: Class 8 contains 3836 members 
Mstep: Class 9 contains 83143 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49120 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 30763 members 
Mstep: Class 14 contains 4974 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 3222 members 
Mstep: Class 17 contains 7141 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22192 members 
Mstep: Class 20 contains 35411 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47274 members 
Mstep: Class 24 contains 48455 members 
Mstep: Class 25 contains 5629 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17081 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3095 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14502 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 125030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942608.000000 Penalty: 82330.375000
Iteration 287Q: 38 clusters Score -1.089426e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 129206 members 
Mstep: Class 3 contains 17438 members 
Mstep: Class 4 contains 7726 members 
Mstep: Class 5 contains 91033 members 
Mstep: Class 6 contains 7631 members 
Mstep: Class 7 contains 4537 members 
Mstep: Class 8 contains 3835 members 
Mstep: Class 9 contains 83147 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49118 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 13 contains 30754 members 
Mstep: Class 14 contains 4974 members 
Mstep: Class 15 contains 11693 members 
Mstep: Class 16 contains 3205 members 
Mstep: Class 17 contains 7143 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22190 members 
Mstep: Class 20 contains 35410 members 
Mstep: Class 21 contains 5334 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47285 members 
Mstep: Class 24 contains 48451 members 
Mstep: Class 25 contains 5629 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17079 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3095 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14500 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 125039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942776.000000 Penalty: 82330.375000
Iteration 288Q: 38 clusters Score -1.089428e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 129203 members 
Mstep: Class 3 contains 17437 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 91032 members 
Mstep: Class 6 contains 7630 members 
Mstep: Class 7 contains 4537 members 
Mstep: Class 8 contains 3833 members 
Mstep: Class 9 contains 83153 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49121 members 
Mstep: Class 12 contains 4859 members 
Mstep: Class 13 contains 30748 members 
Mstep: Class 14 contains 4974 members 
Mstep: Class 15 contains 11694 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 7143 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22191 members 
Mstep: Class 20 contains 35407 members 
Mstep: Class 21 contains 5333 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47296 members 
Mstep: Class 24 contains 48445 members 
Mstep: Class 25 contains 5629 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17078 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3096 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14498 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 125034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942768.000000 Penalty: 82330.375000
Iteration 289Q: 38 clusters Score -1.089428e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 129203 members 
Mstep: Class 3 contains 17438 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 91029 members 
Mstep: Class 6 contains 7631 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3833 members 
Mstep: Class 9 contains 83155 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49141 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 13 contains 30741 members 
Mstep: Class 14 contains 4974 members 
Mstep: Class 15 contains 11694 members 
Mstep: Class 16 contains 3178 members 
Mstep: Class 17 contains 7142 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22192 members 
Mstep: Class 20 contains 35403 members 
Mstep: Class 21 contains 5329 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47297 members 
Mstep: Class 24 contains 48438 members 
Mstep: Class 25 contains 5629 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17077 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14498 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 125027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942920.000000 Penalty: 82330.375000
Iteration 290Q: 38 clusters Score -1.089429e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 129203 members 
Mstep: Class 3 contains 17438 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 91025 members 
Mstep: Class 6 contains 7630 members 
Mstep: Class 7 contains 4535 members 
Mstep: Class 8 contains 3832 members 
Mstep: Class 9 contains 83153 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49156 members 
Mstep: Class 12 contains 4888 members 
Mstep: Class 13 contains 30737 members 
Mstep: Class 14 contains 4974 members 
Mstep: Class 15 contains 11697 members 
Mstep: Class 16 contains 3162 members 
Mstep: Class 17 contains 7145 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22192 members 
Mstep: Class 20 contains 35404 members 
Mstep: Class 21 contains 5329 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47300 members 
Mstep: Class 24 contains 48432 members 
Mstep: Class 25 contains 5629 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17074 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3104 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14499 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 125010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942904.000000 Penalty: 82330.375000
Iteration 291Q: 38 clusters Score -1.089429e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80789 members 
Mstep: Class 2 contains 129199 members 
Mstep: Class 3 contains 17437 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 91023 members 
Mstep: Class 6 contains 7629 members 
Mstep: Class 7 contains 4535 members 
Mstep: Class 8 contains 3832 members 
Mstep: Class 9 contains 83148 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49180 members 
Mstep: Class 12 contains 4908 members 
Mstep: Class 13 contains 30733 members 
Mstep: Class 14 contains 4974 members 
Mstep: Class 15 contains 11698 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22193 members 
Mstep: Class 20 contains 35398 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47311 members 
Mstep: Class 24 contains 48424 members 
Mstep: Class 25 contains 5629 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17073 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3110 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14500 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942752.000000 Penalty: 82330.375000
Iteration 292Q: 38 clusters Score -1.089428e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80787 members 
Mstep: Class 2 contains 129198 members 
Mstep: Class 3 contains 17435 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 91017 members 
Mstep: Class 6 contains 7628 members 
Mstep: Class 7 contains 4535 members 
Mstep: Class 8 contains 3832 members 
Mstep: Class 9 contains 83146 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49201 members 
Mstep: Class 12 contains 4928 members 
Mstep: Class 13 contains 30732 members 
Mstep: Class 14 contains 4974 members 
Mstep: Class 15 contains 11701 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 7147 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22194 members 
Mstep: Class 20 contains 35397 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47331 members 
Mstep: Class 24 contains 48413 members 
Mstep: Class 25 contains 5629 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17072 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3110 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14501 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942664.000000 Penalty: 82330.375000
Iteration 293Q: 38 clusters Score -1.089427e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80792 members 
Mstep: Class 2 contains 129190 members 
Mstep: Class 3 contains 17435 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 91005 members 
Mstep: Class 6 contains 7627 members 
Mstep: Class 7 contains 4535 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 83149 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49220 members 
Mstep: Class 12 contains 4955 members 
Mstep: Class 13 contains 30732 members 
Mstep: Class 14 contains 4974 members 
Mstep: Class 15 contains 11698 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 7149 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22194 members 
Mstep: Class 20 contains 35392 members 
Mstep: Class 21 contains 5326 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47353 members 
Mstep: Class 24 contains 48406 members 
Mstep: Class 25 contains 5629 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17072 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3115 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14500 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942864.000000 Penalty: 82330.375000
Iteration 294Q: 38 clusters Score -1.089429e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 129173 members 
Mstep: Class 3 contains 17433 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 91004 members 
Mstep: Class 6 contains 7626 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3830 members 
Mstep: Class 9 contains 83155 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49233 members 
Mstep: Class 12 contains 4985 members 
Mstep: Class 13 contains 30733 members 
Mstep: Class 14 contains 4974 members 
Mstep: Class 15 contains 11695 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 7152 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22196 members 
Mstep: Class 20 contains 35391 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47372 members 
Mstep: Class 24 contains 48393 members 
Mstep: Class 25 contains 5630 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17073 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3122 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14496 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942872.000000 Penalty: 82330.375000
Iteration 295Q: 38 clusters Score -1.089429e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80802 members 
Mstep: Class 2 contains 129162 members 
Mstep: Class 3 contains 17433 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 90996 members 
Mstep: Class 6 contains 7627 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3830 members 
Mstep: Class 9 contains 83146 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49233 members 
Mstep: Class 12 contains 5005 members 
Mstep: Class 13 contains 30732 members 
Mstep: Class 14 contains 4973 members 
Mstep: Class 15 contains 11695 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 7150 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22196 members 
Mstep: Class 20 contains 35392 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47392 members 
Mstep: Class 24 contains 48388 members 
Mstep: Class 25 contains 5631 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17074 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3129 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14493 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943032.000000 Penalty: 82330.375000
Iteration 296Q: 38 clusters Score -1.08943e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80807 members 
Mstep: Class 2 contains 129159 members 
Mstep: Class 3 contains 17433 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 90990 members 
Mstep: Class 6 contains 7628 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3830 members 
Mstep: Class 9 contains 83133 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49243 members 
Mstep: Class 12 contains 5022 members 
Mstep: Class 13 contains 30731 members 
Mstep: Class 14 contains 4972 members 
Mstep: Class 15 contains 11697 members 
Mstep: Class 16 contains 3129 members 
Mstep: Class 17 contains 7151 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22193 members 
Mstep: Class 20 contains 35391 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47405 members 
Mstep: Class 24 contains 48384 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17074 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14488 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943168.000000 Penalty: 82330.375000
Iteration 297Q: 38 clusters Score -1.089432e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80811 members 
Mstep: Class 2 contains 129155 members 
Mstep: Class 3 contains 17431 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 90983 members 
Mstep: Class 6 contains 7628 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3830 members 
Mstep: Class 9 contains 83124 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49246 members 
Mstep: Class 12 contains 5046 members 
Mstep: Class 13 contains 30728 members 
Mstep: Class 14 contains 4973 members 
Mstep: Class 15 contains 11699 members 
Mstep: Class 16 contains 3133 members 
Mstep: Class 17 contains 7150 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22191 members 
Mstep: Class 20 contains 35389 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47419 members 
Mstep: Class 24 contains 48381 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17070 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3148 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14486 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943208.000000 Penalty: 82330.375000
Iteration 298Q: 38 clusters Score -1.089432e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80815 members 
Mstep: Class 2 contains 129144 members 
Mstep: Class 3 contains 17430 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 90982 members 
Mstep: Class 6 contains 7630 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3830 members 
Mstep: Class 9 contains 83111 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49242 members 
Mstep: Class 12 contains 5064 members 
Mstep: Class 13 contains 30723 members 
Mstep: Class 14 contains 4972 members 
Mstep: Class 15 contains 11701 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 7150 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22193 members 
Mstep: Class 20 contains 35389 members 
Mstep: Class 21 contains 5315 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47425 members 
Mstep: Class 24 contains 48372 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17071 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3168 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14479 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943168.000000 Penalty: 82330.375000
Iteration 299Q: 38 clusters Score -1.089432e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80820 members 
Mstep: Class 2 contains 129139 members 
Mstep: Class 3 contains 17430 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 90983 members 
Mstep: Class 6 contains 7630 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 83100 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49228 members 
Mstep: Class 12 contains 5078 members 
Mstep: Class 13 contains 30719 members 
Mstep: Class 14 contains 4971 members 
Mstep: Class 15 contains 11704 members 
Mstep: Class 16 contains 3128 members 
Mstep: Class 17 contains 7152 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22194 members 
Mstep: Class 20 contains 35394 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47433 members 
Mstep: Class 24 contains 48367 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17069 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3188 members 
Mstep: Class 33 contains 3602 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14471 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943184.000000 Penalty: 82330.375000
Iteration 300F: 38 clusters Score -1.089432e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80830 members 
Mstep: Class 2 contains 129137 members 
Mstep: Class 3 contains 17432 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 90980 members 
Mstep: Class 6 contains 7628 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 83096 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49225 members 
Mstep: Class 12 contains 5099 members 
Mstep: Class 13 contains 30712 members 
Mstep: Class 14 contains 4969 members 
Mstep: Class 15 contains 11707 members 
Mstep: Class 16 contains 3128 members 
Mstep: Class 17 contains 7151 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22194 members 
Mstep: Class 20 contains 35398 members 
Mstep: Class 21 contains 5313 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47444 members 
Mstep: Class 24 contains 48358 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3213 members 
Mstep: Class 33 contains 3601 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14463 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943184.000000 Penalty: 82330.375000
Iteration 301Q: 38 clusters Score -1.089432e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80838 members 
Mstep: Class 2 contains 129131 members 
Mstep: Class 3 contains 17432 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 90981 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3828 members 
Mstep: Class 9 contains 83096 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49205 members 
Mstep: Class 12 contains 5118 members 
Mstep: Class 13 contains 30708 members 
Mstep: Class 14 contains 4969 members 
Mstep: Class 15 contains 11709 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 7152 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22195 members 
Mstep: Class 20 contains 35397 members 
Mstep: Class 21 contains 5313 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47457 members 
Mstep: Class 24 contains 48347 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3234 members 
Mstep: Class 33 contains 3602 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14455 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943176.000000 Penalty: 82330.375000
Iteration 302Q: 38 clusters Score -1.089432e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80844 members 
Mstep: Class 2 contains 129126 members 
Mstep: Class 3 contains 17436 members 
Mstep: Class 4 contains 7729 members 
Mstep: Class 5 contains 90977 members 
Mstep: Class 6 contains 7626 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3826 members 
Mstep: Class 9 contains 83095 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49194 members 
Mstep: Class 12 contains 5144 members 
Mstep: Class 13 contains 30698 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11706 members 
Mstep: Class 16 contains 3123 members 
Mstep: Class 17 contains 7151 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 20 contains 35395 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47467 members 
Mstep: Class 24 contains 48342 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3246 members 
Mstep: Class 33 contains 3601 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14449 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943136.000000 Penalty: 82330.375000
Iteration 303Q: 38 clusters Score -1.089431e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80850 members 
Mstep: Class 2 contains 129131 members 
Mstep: Class 3 contains 17435 members 
Mstep: Class 4 contains 7730 members 
Mstep: Class 5 contains 90975 members 
Mstep: Class 6 contains 7626 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3825 members 
Mstep: Class 9 contains 83094 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49174 members 
Mstep: Class 12 contains 5172 members 
Mstep: Class 13 contains 30692 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11712 members 
Mstep: Class 16 contains 3116 members 
Mstep: Class 17 contains 7152 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22196 members 
Mstep: Class 20 contains 35396 members 
Mstep: Class 21 contains 5313 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47473 members 
Mstep: Class 24 contains 48334 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3259 members 
Mstep: Class 33 contains 3600 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14445 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943192.000000 Penalty: 82330.375000
Iteration 304Q: 38 clusters Score -1.089432e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80854 members 
Mstep: Class 2 contains 129142 members 
Mstep: Class 3 contains 17435 members 
Mstep: Class 4 contains 7731 members 
Mstep: Class 5 contains 90966 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 83096 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49156 members 
Mstep: Class 12 contains 5190 members 
Mstep: Class 13 contains 30687 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11718 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 7153 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22196 members 
Mstep: Class 20 contains 35396 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47486 members 
Mstep: Class 24 contains 48323 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3272 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14441 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943264.000000 Penalty: 82330.375000
Iteration 305Q: 38 clusters Score -1.089433e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80862 members 
Mstep: Class 2 contains 129129 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 7732 members 
Mstep: Class 5 contains 90964 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 83090 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49150 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 30683 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11724 members 
Mstep: Class 16 contains 3100 members 
Mstep: Class 17 contains 7153 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 20 contains 35395 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47506 members 
Mstep: Class 24 contains 48319 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3417 members 
Mstep: Class 32 contains 3289 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14437 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943288.000000 Penalty: 82330.375000
Iteration 306Q: 38 clusters Score -1.089433e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80862 members 
Mstep: Class 2 contains 129120 members 
Mstep: Class 3 contains 17432 members 
Mstep: Class 4 contains 7733 members 
Mstep: Class 5 contains 90963 members 
Mstep: Class 6 contains 7624 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 83095 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49134 members 
Mstep: Class 12 contains 5236 members 
Mstep: Class 13 contains 30684 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11728 members 
Mstep: Class 16 contains 3094 members 
Mstep: Class 17 contains 7153 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 20 contains 35397 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47523 members 
Mstep: Class 24 contains 48314 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3304 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14435 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943320.000000 Penalty: 82330.375000
Iteration 307Q: 38 clusters Score -1.089433e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 129126 members 
Mstep: Class 3 contains 17431 members 
Mstep: Class 4 contains 7734 members 
Mstep: Class 5 contains 90965 members 
Mstep: Class 6 contains 7624 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 83095 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49123 members 
Mstep: Class 12 contains 5265 members 
Mstep: Class 13 contains 30679 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11730 members 
Mstep: Class 16 contains 3081 members 
Mstep: Class 17 contains 7153 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22199 members 
Mstep: Class 20 contains 35398 members 
Mstep: Class 21 contains 5312 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47530 members 
Mstep: Class 24 contains 48304 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3309 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14434 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943320.000000 Penalty: 82330.375000
Iteration 308Q: 38 clusters Score -1.089433e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80870 members 
Mstep: Class 2 contains 129117 members 
Mstep: Class 3 contains 17431 members 
Mstep: Class 4 contains 7735 members 
Mstep: Class 5 contains 90964 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 83094 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49116 members 
Mstep: Class 12 contains 5295 members 
Mstep: Class 13 contains 30679 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11733 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 7153 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22198 members 
Mstep: Class 20 contains 35396 members 
Mstep: Class 21 contains 5310 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47544 members 
Mstep: Class 24 contains 48296 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3320 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14434 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943320.000000 Penalty: 82330.375000
Iteration 309Q: 38 clusters Score -1.089433e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80866 members 
Mstep: Class 2 contains 129109 members 
Mstep: Class 3 contains 17431 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 90957 members 
Mstep: Class 6 contains 7627 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 83097 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49097 members 
Mstep: Class 12 contains 5320 members 
Mstep: Class 13 contains 30679 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11730 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 7154 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 20 contains 35396 members 
Mstep: Class 21 contains 5312 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47557 members 
Mstep: Class 24 contains 48284 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17062 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14437 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943408.000000 Penalty: 82330.375000
Iteration 310Q: 38 clusters Score -1.089434e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80865 members 
Mstep: Class 2 contains 129096 members 
Mstep: Class 3 contains 17432 members 
Mstep: Class 4 contains 7739 members 
Mstep: Class 5 contains 90957 members 
Mstep: Class 6 contains 7626 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 83097 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49088 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 13 contains 30678 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11725 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 7155 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 20 contains 35393 members 
Mstep: Class 21 contains 5311 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47571 members 
Mstep: Class 24 contains 48278 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3385 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14438 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943536.000000 Penalty: 82330.375000
Iteration 311Q: 38 clusters Score -1.089435e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80862 members 
Mstep: Class 2 contains 129087 members 
Mstep: Class 3 contains 17432 members 
Mstep: Class 4 contains 7739 members 
Mstep: Class 5 contains 90950 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 83110 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49053 members 
Mstep: Class 12 contains 5389 members 
Mstep: Class 13 contains 30681 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11717 members 
Mstep: Class 16 contains 3072 members 
Mstep: Class 17 contains 7154 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 20 contains 35393 members 
Mstep: Class 21 contains 5310 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47590 members 
Mstep: Class 24 contains 48274 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3427 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14439 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943560.000000 Penalty: 82330.375000
Iteration 312Q: 38 clusters Score -1.089436e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80861 members 
Mstep: Class 2 contains 129078 members 
Mstep: Class 3 contains 17431 members 
Mstep: Class 4 contains 7741 members 
Mstep: Class 5 contains 90946 members 
Mstep: Class 6 contains 7624 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 83109 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 49006 members 
Mstep: Class 12 contains 5416 members 
Mstep: Class 13 contains 30681 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11719 members 
Mstep: Class 16 contains 3074 members 
Mstep: Class 17 contains 7153 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22198 members 
Mstep: Class 20 contains 35389 members 
Mstep: Class 21 contains 5311 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47600 members 
Mstep: Class 24 contains 48266 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3469 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14439 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943616.000000 Penalty: 82330.375000
Iteration 313Q: 38 clusters Score -1.089436e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80860 members 
Mstep: Class 2 contains 129080 members 
Mstep: Class 3 contains 17430 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 90943 members 
Mstep: Class 6 contains 7624 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 83105 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48938 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 30682 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11718 members 
Mstep: Class 16 contains 3071 members 
Mstep: Class 17 contains 7154 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22199 members 
Mstep: Class 20 contains 35390 members 
Mstep: Class 21 contains 5311 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47611 members 
Mstep: Class 24 contains 48258 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3514 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14439 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943576.000000 Penalty: 82330.375000
Iteration 314Q: 38 clusters Score -1.089436e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80861 members 
Mstep: Class 2 contains 129083 members 
Mstep: Class 3 contains 17430 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 90945 members 
Mstep: Class 6 contains 7624 members 
Mstep: Class 7 contains 4535 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 83112 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48868 members 
Mstep: Class 12 contains 5444 members 
Mstep: Class 13 contains 30678 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11708 members 
Mstep: Class 16 contains 3069 members 
Mstep: Class 17 contains 7155 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22200 members 
Mstep: Class 20 contains 35392 members 
Mstep: Class 21 contains 5310 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47615 members 
Mstep: Class 24 contains 48251 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3572 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14439 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943696.000000 Penalty: 82330.375000
Iteration 315Q: 38 clusters Score -1.089437e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80860 members 
Mstep: Class 2 contains 129095 members 
Mstep: Class 3 contains 17430 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 90940 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 4535 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 83125 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48807 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 30676 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11701 members 
Mstep: Class 16 contains 3066 members 
Mstep: Class 17 contains 7156 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22200 members 
Mstep: Class 20 contains 35392 members 
Mstep: Class 21 contains 5310 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47626 members 
Mstep: Class 24 contains 48247 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3624 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14439 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943768.000000 Penalty: 82330.375000
Iteration 316Q: 38 clusters Score -1.089438e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80863 members 
Mstep: Class 2 contains 129099 members 
Mstep: Class 3 contains 17430 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 90946 members 
Mstep: Class 6 contains 7624 members 
Mstep: Class 7 contains 4534 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 83128 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48779 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 30674 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11696 members 
Mstep: Class 16 contains 3065 members 
Mstep: Class 17 contains 7159 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22200 members 
Mstep: Class 20 contains 35389 members 
Mstep: Class 21 contains 5309 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47628 members 
Mstep: Class 24 contains 48242 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3679 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14439 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943632.000000 Penalty: 82330.375000
Iteration 317Q: 38 clusters Score -1.089436e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80865 members 
Mstep: Class 2 contains 129104 members 
Mstep: Class 3 contains 17431 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 90951 members 
Mstep: Class 6 contains 7624 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 3818 members 
Mstep: Class 9 contains 83131 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48728 members 
Mstep: Class 12 contains 5484 members 
Mstep: Class 13 contains 30670 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11678 members 
Mstep: Class 16 contains 3061 members 
Mstep: Class 17 contains 7162 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22200 members 
Mstep: Class 20 contains 35391 members 
Mstep: Class 21 contains 5307 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47636 members 
Mstep: Class 24 contains 48238 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3750 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14439 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943664.000000 Penalty: 82330.375000
Iteration 318Q: 38 clusters Score -1.089437e+08 nChanged 374
Entering ConstructFrom: 
Score: -108943664.000000 Penalty: 82330.375000
Entering ConstructFrom: 
Trying to split cluster 1 (80866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80866 members 
Entering Unmasked Estep 
Score: -10373347.000000 Penalty: 1836.339111
	Iteration 0F: 2 clusters Score -1.037335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -10319824.000000 Penalty: 3672.678223
	Iteration 0F: 3 clusters Score -1.031982e+07 nChanged 38427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -10342277.000000 Penalty: 3672.678223
	Iteration 1F: 3 clusters Score -1.034228e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -10343030.000000 Penalty: 3672.678223
	Iteration 2Q: 3 clusters Score -1.034303e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -10343759.000000 Penalty: 3672.678223
	Iteration 3Q: 3 clusters Score -1.034376e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -10344642.000000 Penalty: 3672.678223
	Iteration 4Q: 3 clusters Score -1.034464e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -10345632.000000 Penalty: 3672.678223
	Iteration 5Q: 3 clusters Score -1.034563e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -10346713.000000 Penalty: 3672.678223
	Iteration 6Q: 3 clusters Score -1.034671e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -10347888.000000 Penalty: 3672.678223
	Iteration 7Q: 3 clusters Score -1.034789e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -10349294.000000 Penalty: 3672.678223
	Iteration 8Q: 3 clusters Score -1.034929e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -10350976.000000 Penalty: 3672.678223
	Iteration 9Q: 3 clusters Score -1.035098e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -10353162.000000 Penalty: 3672.678223
	Iteration 10Q: 3 clusters Score -1.035316e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -10355194.000000 Penalty: 3672.678223
	Iteration 11Q: 3 clusters Score -1.035519e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -10356593.000000 Penalty: 3672.678223
	Iteration 12Q: 3 clusters Score -1.035659e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -10357290.000000 Penalty: 3672.678223
	Iteration 13Q: 3 clusters Score -1.035729e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -10357505.000000 Penalty: 3672.678223
	Iteration 14Q: 3 clusters Score -1.03575e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -10357618.000000 Penalty: 3672.678223
	Iteration 15Q: 3 clusters Score -1.035762e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -10357695.000000 Penalty: 3672.678223
	Iteration 16Q: 3 clusters Score -1.03577e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -10357722.000000 Penalty: 3672.678223
	Iteration 17Q: 3 clusters Score -1.035772e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -10357798.000000 Penalty: 3672.678223
	Iteration 18Q: 3 clusters Score -1.03578e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -10357809.000000 Penalty: 3672.678223
	Iteration 19Q: 3 clusters Score -1.035781e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -10357801.000000 Penalty: 3672.678223
	Iteration 20F: 3 clusters Score -1.03578e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -10357837.000000 Penalty: 3672.678223
	Iteration 21Q: 3 clusters Score -1.035784e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -10357885.000000 Penalty: 3672.678223
	Iteration 22Q: 3 clusters Score -1.035788e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -10357915.000000 Penalty: 3672.678223
	Iteration 23Q: 3 clusters Score -1.035792e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -10357941.000000 Penalty: 3672.678223
	Iteration 24Q: 3 clusters Score -1.035794e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -10357984.000000 Penalty: 3672.678223
	Iteration 25Q: 3 clusters Score -1.035798e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -10358031.000000 Penalty: 3672.678223
	Iteration 26Q: 3 clusters Score -1.035803e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -10358059.000000 Penalty: 3672.678223
	Iteration 27Q: 3 clusters Score -1.035806e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -10358105.000000 Penalty: 3672.678223
	Iteration 28Q: 3 clusters Score -1.03581e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -10358104.000000 Penalty: 3672.678223
	Iteration 29Q: 3 clusters Score -1.03581e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -10358136.000000 Penalty: 3672.678223
	Iteration 30Q: 3 clusters Score -1.035814e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -10358196.000000 Penalty: 3672.678223
	Iteration 31Q: 3 clusters Score -1.03582e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -10358274.000000 Penalty: 3672.678223
	Iteration 32Q: 3 clusters Score -1.035827e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -10358311.000000 Penalty: 3672.678223
	Iteration 33Q: 3 clusters Score -1.035831e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -10358431.000000 Penalty: 3672.678223
	Iteration 34Q: 3 clusters Score -1.035843e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -10358448.000000 Penalty: 3672.678223
	Iteration 35Q: 3 clusters Score -1.035845e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -10358614.000000 Penalty: 3672.678223
	Iteration 36Q: 3 clusters Score -1.035861e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -10358691.000000 Penalty: 3672.678223
	Iteration 37Q: 3 clusters Score -1.035869e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -10358789.000000 Penalty: 3672.678223
	Iteration 38Q: 3 clusters Score -1.035879e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -10358954.000000 Penalty: 3672.678223
	Iteration 39Q: 3 clusters Score -1.035895e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -10359057.000000 Penalty: 3672.678223
	Iteration 40F: 3 clusters Score -1.035906e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -10359180.000000 Penalty: 3672.678223
	Iteration 41Q: 3 clusters Score -1.035918e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -10359373.000000 Penalty: 3672.678223
	Iteration 42Q: 3 clusters Score -1.035937e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -10359566.000000 Penalty: 3672.678223
	Iteration 43Q: 3 clusters Score -1.035957e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -10359777.000000 Penalty: 3672.678223
	Iteration 44Q: 3 clusters Score -1.035978e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -10360069.000000 Penalty: 3672.678223
	Iteration 45Q: 3 clusters Score -1.036007e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -10360325.000000 Penalty: 3672.678223
	Iteration 46Q: 3 clusters Score -1.036032e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -10360757.000000 Penalty: 3672.678223
	Iteration 47Q: 3 clusters Score -1.036076e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -10361107.000000 Penalty: 3672.678223
	Iteration 48Q: 3 clusters Score -1.036111e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -10361543.000000 Penalty: 3672.678223
	Iteration 49Q: 3 clusters Score -1.036154e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -10362015.000000 Penalty: 3672.678223
	Iteration 50Q: 3 clusters Score -1.036202e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -10362512.000000 Penalty: 3672.678223
	Iteration 51Q: 3 clusters Score -1.036251e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -10363166.000000 Penalty: 3672.678223
	Iteration 52Q: 3 clusters Score -1.036317e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -10363829.000000 Penalty: 3672.678223
	Iteration 53Q: 3 clusters Score -1.036383e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -10364513.000000 Penalty: 3672.678223
	Iteration 54Q: 3 clusters Score -1.036451e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -10365124.000000 Penalty: 3672.678223
	Iteration 55Q: 3 clusters Score -1.036512e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -10365812.000000 Penalty: 3672.678223
	Iteration 56Q: 3 clusters Score -1.036581e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -10366429.000000 Penalty: 3672.678223
	Iteration 57Q: 3 clusters Score -1.036643e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70883 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -10366967.000000 Penalty: 3672.678223
	Iteration 58Q: 3 clusters Score -1.036697e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -10367510.000000 Penalty: 3672.678223
	Iteration 59Q: 3 clusters Score -1.036751e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -10368073.000000 Penalty: 3672.678223
	Iteration 60F: 3 clusters Score -1.036807e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73923 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -10368616.000000 Penalty: 3672.678223
	Iteration 61Q: 3 clusters Score -1.036862e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74741 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -10368984.000000 Penalty: 3672.678223
	Iteration 62Q: 3 clusters Score -1.036898e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75466 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -10369349.000000 Penalty: 3672.678223
	Iteration 63Q: 3 clusters Score -1.036935e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -10369615.000000 Penalty: 3672.678223
	Iteration 64Q: 3 clusters Score -1.036962e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76591 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -10369874.000000 Penalty: 3672.678223
	Iteration 65Q: 3 clusters Score -1.036987e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -10370171.000000 Penalty: 3672.678223
	Iteration 66Q: 3 clusters Score -1.037017e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -10370324.000000 Penalty: 3672.678223
	Iteration 67Q: 3 clusters Score -1.037032e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78011 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -10370539.000000 Penalty: 3672.678223
	Iteration 68Q: 3 clusters Score -1.037054e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -10370756.000000 Penalty: 3672.678223
	Iteration 69Q: 3 clusters Score -1.037076e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -10370915.000000 Penalty: 3672.678223
	Iteration 70Q: 3 clusters Score -1.037092e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -10371064.000000 Penalty: 3672.678223
	Iteration 71Q: 3 clusters Score -1.037106e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79323 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -10371213.000000 Penalty: 3672.678223
	Iteration 72Q: 3 clusters Score -1.037121e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -10371308.000000 Penalty: 3672.678223
	Iteration 73Q: 3 clusters Score -1.037131e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79731 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10371406.000000 Penalty: 3672.678223
	Iteration 74Q: 3 clusters Score -1.037141e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79859 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -10371464.000000 Penalty: 3672.678223
	Iteration 75Q: 3 clusters Score -1.037146e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10371516.000000 Penalty: 3672.678223
	Iteration 76Q: 3 clusters Score -1.037152e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80067 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10371564.000000 Penalty: 3672.678223
	Iteration 77Q: 3 clusters Score -1.037156e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80133 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10371599.000000 Penalty: 3672.678223
	Iteration 78Q: 3 clusters Score -1.03716e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10371607.000000 Penalty: 3672.678223
	Iteration 79Q: 3 clusters Score -1.037161e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80220 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10371632.000000 Penalty: 3672.678223
	Iteration 80F: 3 clusters Score -1.037163e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10371634.000000 Penalty: 3672.678223
	Iteration 81Q: 3 clusters Score -1.037163e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10371644.000000 Penalty: 3672.678223
	Iteration 82Q: 3 clusters Score -1.037164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80279 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10371651.000000 Penalty: 3672.678223
	Iteration 83Q: 3 clusters Score -1.037165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80292 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10371651.000000 Penalty: 3672.678223
	Iteration 84Q: 3 clusters Score -1.037165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10371657.000000 Penalty: 3672.678223
	Iteration 85Q: 3 clusters Score -1.037166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10371673.000000 Penalty: 3672.678223
	Iteration 86Q: 3 clusters Score -1.037167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80330 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10371680.000000 Penalty: 3672.678223
	Iteration 87Q: 3 clusters Score -1.037168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10371684.000000 Penalty: 3672.678223
	Iteration 88Q: 3 clusters Score -1.037168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80343 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10371685.000000 Penalty: 3672.678223
	Iteration 89Q: 3 clusters Score -1.037168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10371691.000000 Penalty: 3672.678223
	Iteration 90Q: 3 clusters Score -1.037169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10371694.000000 Penalty: 3672.678223
	Iteration 91Q: 3 clusters Score -1.037169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80363 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10371700.000000 Penalty: 3672.678223
	Iteration 92Q: 3 clusters Score -1.03717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80369 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10371712.000000 Penalty: 3672.678223
	Iteration 93Q: 3 clusters Score -1.037171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80379 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10371710.000000 Penalty: 3672.678223
	Iteration 94Q: 3 clusters Score -1.037171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10371723.000000 Penalty: 3672.678223
	Iteration 95Q: 3 clusters Score -1.037172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10371719.000000 Penalty: 3672.678223
	Iteration 96Q: 3 clusters Score -1.037172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -10371721.000000 Penalty: 3672.678223
	Iteration 97Q: 3 clusters Score -1.037172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10371731.000000 Penalty: 3672.678223
	Iteration 98Q: 3 clusters Score -1.037173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10371730.000000 Penalty: 3672.678223
	Iteration 99Q: 3 clusters Score -1.037173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80421 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10371732.000000 Penalty: 3672.678223
	Iteration 100F: 3 clusters Score -1.037173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80425 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10371742.000000 Penalty: 3672.678223
	Iteration 101Q: 3 clusters Score -1.037174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -10371745.000000 Penalty: 3672.678223
	Iteration 102Q: 3 clusters Score -1.037174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10371743.000000 Penalty: 3672.678223
	Iteration 103Q: 3 clusters Score -1.037174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80434 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -10371745.000000 Penalty: 3672.678223
	Iteration 104Q: 3 clusters Score -1.037174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80432 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -10371748.000000 Penalty: 3672.678223
	Iteration 105Q: 3 clusters Score -1.037175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10371752.000000 Penalty: 3672.678223
	Iteration 106Q: 3 clusters Score -1.037175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10371752.000000 Penalty: 3672.678223
	Iteration 107F: 3 clusters Score -1.037175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129105 members 
Entering Unmasked Estep 
Score: -16510154.000000 Penalty: 1912.361938
	Iteration 0F: 2 clusters Score -1.651015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -16427976.000000 Penalty: 3824.723877
	Iteration 0F: 3 clusters Score -1.642798e+07 nChanged 62157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -16464341.000000 Penalty: 3824.723877
	Iteration 1F: 3 clusters Score -1.646434e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -16465263.000000 Penalty: 3824.723877
	Iteration 2Q: 3 clusters Score -1.646526e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 64327 members 
Entering Unmasked Estep 
Score: -16466549.000000 Penalty: 3824.723877
	Iteration 3Q: 3 clusters Score -1.646655e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -16468283.000000 Penalty: 3824.723877
	Iteration 4Q: 3 clusters Score -1.646828e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 63091 members 
Entering Unmasked Estep 
Score: -16470408.000000 Penalty: 3824.723877
	Iteration 5Q: 3 clusters Score -1.647041e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -16472728.000000 Penalty: 3824.723877
	Iteration 6Q: 3 clusters Score -1.647273e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -16475242.000000 Penalty: 3824.723877
	Iteration 7Q: 3 clusters Score -1.647524e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -16477675.000000 Penalty: 3824.723877
	Iteration 8Q: 3 clusters Score -1.647768e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -16480465.000000 Penalty: 3824.723877
	Iteration 9Q: 3 clusters Score -1.648046e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68007 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -16483864.000000 Penalty: 3824.723877
	Iteration 10Q: 3 clusters Score -1.648386e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -16486770.000000 Penalty: 3824.723877
	Iteration 11Q: 3 clusters Score -1.648677e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -16488308.000000 Penalty: 3824.723877
	Iteration 12Q: 3 clusters Score -1.648831e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 60522 members 
Entering Unmasked Estep 
Score: -16488914.000000 Penalty: 3824.723877
	Iteration 13Q: 3 clusters Score -1.648891e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 60301 members 
Entering Unmasked Estep 
Score: -16489083.000000 Penalty: 3824.723877
	Iteration 14Q: 3 clusters Score -1.648908e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68995 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -16489240.000000 Penalty: 3824.723877
	Iteration 15Q: 3 clusters Score -1.648924e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69127 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -16489315.000000 Penalty: 3824.723877
	Iteration 16Q: 3 clusters Score -1.648932e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -16489436.000000 Penalty: 3824.723877
	Iteration 17Q: 3 clusters Score -1.648944e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69364 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -16489529.000000 Penalty: 3824.723877
	Iteration 18Q: 3 clusters Score -1.648953e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -16489619.000000 Penalty: 3824.723877
	Iteration 19Q: 3 clusters Score -1.648962e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -16489753.000000 Penalty: 3824.723877
	Iteration 20F: 3 clusters Score -1.648975e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -16489729.000000 Penalty: 3824.723877
	Iteration 21Q: 3 clusters Score -1.648973e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -16489745.000000 Penalty: 3824.723877
	Iteration 22Q: 3 clusters Score -1.648974e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69405 members 
Mstep: Class 2 contains 59700 members 
Entering Unmasked Estep 
Score: -16489800.000000 Penalty: 3824.723877
	Iteration 23Q: 3 clusters Score -1.64898e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -16489827.000000 Penalty: 3824.723877
	Iteration 24Q: 3 clusters Score -1.648983e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69369 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -16489924.000000 Penalty: 3824.723877
	Iteration 25Q: 3 clusters Score -1.648992e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69347 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -16489968.000000 Penalty: 3824.723877
	Iteration 26Q: 3 clusters Score -1.648997e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 59824 members 
Entering Unmasked Estep 
Score: -16489990.000000 Penalty: 3824.723877
	Iteration 27Q: 3 clusters Score -1.648999e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69198 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -16490071.000000 Penalty: 3824.723877
	Iteration 28Q: 3 clusters Score -1.649007e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -16490044.000000 Penalty: 3824.723877
	Iteration 29Q: 3 clusters Score -1.649004e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -16490110.000000 Penalty: 3824.723877
	Iteration 30Q: 3 clusters Score -1.649011e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -16490109.000000 Penalty: 3824.723877
	Iteration 31Q: 3 clusters Score -1.649011e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -16490131.000000 Penalty: 3824.723877
	Iteration 32Q: 3 clusters Score -1.649013e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -16490134.000000 Penalty: 3824.723877
	Iteration 33Q: 3 clusters Score -1.649013e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -16490205.000000 Penalty: 3824.723877
	Iteration 34Q: 3 clusters Score -1.64902e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -16490263.000000 Penalty: 3824.723877
	Iteration 35Q: 3 clusters Score -1.649026e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -16490335.000000 Penalty: 3824.723877
	Iteration 36Q: 3 clusters Score -1.649034e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67611 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -16490382.000000 Penalty: 3824.723877
	Iteration 37Q: 3 clusters Score -1.649038e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 61837 members 
Entering Unmasked Estep 
Score: -16490408.000000 Penalty: 3824.723877
	Iteration 38Q: 3 clusters Score -1.649041e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -16490421.000000 Penalty: 3824.723877
	Iteration 39Q: 3 clusters Score -1.649042e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 62699 members 
Entering Unmasked Estep 
Score: -16490456.000000 Penalty: 3824.723877
	Iteration 40F: 3 clusters Score -1.649046e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 63178 members 
Entering Unmasked Estep 
Score: -16490515.000000 Penalty: 3824.723877
	Iteration 41Q: 3 clusters Score -1.649052e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 63700 members 
Entering Unmasked Estep 
Score: -16490541.000000 Penalty: 3824.723877
	Iteration 42Q: 3 clusters Score -1.649054e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -16490554.000000 Penalty: 3824.723877
	Iteration 43Q: 3 clusters Score -1.649055e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -16490639.000000 Penalty: 3824.723877
	Iteration 44Q: 3 clusters Score -1.649064e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 65595 members 
Entering Unmasked Estep 
Score: -16490776.000000 Penalty: 3824.723877
	Iteration 45Q: 3 clusters Score -1.649078e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -16490848.000000 Penalty: 3824.723877
	Iteration 46Q: 3 clusters Score -1.649085e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -16490956.000000 Penalty: 3824.723877
	Iteration 47Q: 3 clusters Score -1.649096e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -16490943.000000 Penalty: 3824.723877
	Iteration 48Q: 3 clusters Score -1.649094e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -16491051.000000 Penalty: 3824.723877
	Iteration 49Q: 3 clusters Score -1.649105e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -16491093.000000 Penalty: 3824.723877
	Iteration 50Q: 3 clusters Score -1.649109e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 70937 members 
Entering Unmasked Estep 
Score: -16491266.000000 Penalty: 3824.723877
	Iteration 51Q: 3 clusters Score -1.649127e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -16491393.000000 Penalty: 3824.723877
	Iteration 52Q: 3 clusters Score -1.649139e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -16491546.000000 Penalty: 3824.723877
	Iteration 53Q: 3 clusters Score -1.649155e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -16491764.000000 Penalty: 3824.723877
	Iteration 54Q: 3 clusters Score -1.649176e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -16492057.000000 Penalty: 3824.723877
	Iteration 55Q: 3 clusters Score -1.649206e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
Score: -16492377.000000 Penalty: 3824.723877
	Iteration 56Q: 3 clusters Score -1.649238e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -16492661.000000 Penalty: 3824.723877
	Iteration 57Q: 3 clusters Score -1.649266e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -16493011.000000 Penalty: 3824.723877
	Iteration 58Q: 3 clusters Score -1.649301e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 81795 members 
Entering Unmasked Estep 
Score: -16493327.000000 Penalty: 3824.723877
	Iteration 59Q: 3 clusters Score -1.649333e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -16493878.000000 Penalty: 3824.723877
	Iteration 60F: 3 clusters Score -1.649388e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 85464 members 
Entering Unmasked Estep 
Score: -16494399.000000 Penalty: 3824.723877
	Iteration 61Q: 3 clusters Score -1.64944e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 87431 members 
Entering Unmasked Estep 
Score: -16495034.000000 Penalty: 3824.723877
	Iteration 62Q: 3 clusters Score -1.649503e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -16495548.000000 Penalty: 3824.723877
	Iteration 63Q: 3 clusters Score -1.649555e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -16496204.000000 Penalty: 3824.723877
	Iteration 64Q: 3 clusters Score -1.64962e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 93050 members 
Entering Unmasked Estep 
Score: -16496881.000000 Penalty: 3824.723877
	Iteration 65Q: 3 clusters Score -1.649688e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 94871 members 
Entering Unmasked Estep 
Score: -16497516.000000 Penalty: 3824.723877
	Iteration 66Q: 3 clusters Score -1.649752e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 96668 members 
Entering Unmasked Estep 
Score: -16498209.000000 Penalty: 3824.723877
	Iteration 67Q: 3 clusters Score -1.649821e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 98409 members 
Entering Unmasked Estep 
Score: -16498887.000000 Penalty: 3824.723877
	Iteration 68Q: 3 clusters Score -1.649889e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 100122 members 
Entering Unmasked Estep 
Score: -16499541.000000 Penalty: 3824.723877
	Iteration 69Q: 3 clusters Score -1.649954e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 101841 members 
Entering Unmasked Estep 
Score: -16500417.000000 Penalty: 3824.723877
	Iteration 70Q: 3 clusters Score -1.650042e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 103514 members 
Entering Unmasked Estep 
Score: -16501138.000000 Penalty: 3824.723877
	Iteration 71Q: 3 clusters Score -1.650114e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 105010 members 
Entering Unmasked Estep 
Score: -16501754.000000 Penalty: 3824.723877
	Iteration 72Q: 3 clusters Score -1.650175e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 106413 members 
Entering Unmasked Estep 
Score: -16502428.000000 Penalty: 3824.723877
	Iteration 73Q: 3 clusters Score -1.650243e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 107789 members 
Entering Unmasked Estep 
Score: -16503014.000000 Penalty: 3824.723877
	Iteration 74Q: 3 clusters Score -1.650301e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 109109 members 
Entering Unmasked Estep 
Score: -16503682.000000 Penalty: 3824.723877
	Iteration 75Q: 3 clusters Score -1.650368e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 110370 members 
Entering Unmasked Estep 
Score: -16504504.000000 Penalty: 3824.723877
	Iteration 76Q: 3 clusters Score -1.65045e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 111540 members 
Entering Unmasked Estep 
Score: -16505348.000000 Penalty: 3824.723877
	Iteration 77Q: 3 clusters Score -1.650535e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 112631 members 
Entering Unmasked Estep 
Score: -16505990.000000 Penalty: 3824.723877
	Iteration 78Q: 3 clusters Score -1.650599e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 113724 members 
Entering Unmasked Estep 
Score: -16506641.000000 Penalty: 3824.723877
	Iteration 79Q: 3 clusters Score -1.650664e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 114852 members 
Entering Unmasked Estep 
Score: -16507224.000000 Penalty: 3824.723877
	Iteration 80F: 3 clusters Score -1.650722e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 115952 members 
Entering Unmasked Estep 
Score: -16507695.000000 Penalty: 3824.723877
	Iteration 81Q: 3 clusters Score -1.65077e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 117038 members 
Entering Unmasked Estep 
Score: -16508143.000000 Penalty: 3824.723877
	Iteration 82Q: 3 clusters Score -1.650814e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 118071 members 
Entering Unmasked Estep 
Score: -16508445.000000 Penalty: 3824.723877
	Iteration 83Q: 3 clusters Score -1.650844e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 119081 members 
Entering Unmasked Estep 
Score: -16508746.000000 Penalty: 3824.723877
	Iteration 84Q: 3 clusters Score -1.650875e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 120039 members 
Entering Unmasked Estep 
Score: -16509037.000000 Penalty: 3824.723877
	Iteration 85Q: 3 clusters Score -1.650904e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 120904 members 
Entering Unmasked Estep 
Score: -16509209.000000 Penalty: 3824.723877
	Iteration 86Q: 3 clusters Score -1.650921e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 121737 members 
Entering Unmasked Estep 
Score: -16509394.000000 Penalty: 3824.723877
	Iteration 87Q: 3 clusters Score -1.650939e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 122546 members 
Entering Unmasked Estep 
Score: -16509569.000000 Penalty: 3824.723877
	Iteration 88Q: 3 clusters Score -1.650957e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 123288 members 
Entering Unmasked Estep 
Score: -16509695.000000 Penalty: 3824.723877
	Iteration 89Q: 3 clusters Score -1.65097e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 123924 members 
Entering Unmasked Estep 
Score: -16509737.000000 Penalty: 3824.723877
	Iteration 90Q: 3 clusters Score -1.650974e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 124470 members 
Entering Unmasked Estep 
Score: -16509779.000000 Penalty: 3824.723877
	Iteration 91Q: 3 clusters Score -1.650978e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 124940 members 
Entering Unmasked Estep 
Score: -16509834.000000 Penalty: 3824.723877
	Iteration 92Q: 3 clusters Score -1.650983e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -16509876.000000 Penalty: 3824.723877
	Iteration 93Q: 3 clusters Score -1.650988e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 125715 members 
Entering Unmasked Estep 
Score: -16509836.000000 Penalty: 3824.723877
	Iteration 94Q: 3 clusters Score -1.650984e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 126012 members 
Entering Unmasked Estep 
Score: -16509848.000000 Penalty: 3824.723877
	Iteration 95Q: 3 clusters Score -1.650985e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 126253 members 
Entering Unmasked Estep 
Score: -16509838.000000 Penalty: 3824.723877
	Iteration 96Q: 3 clusters Score -1.650984e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 126443 members 
Entering Unmasked Estep 
Score: -16509790.000000 Penalty: 3824.723877
	Iteration 97Q: 3 clusters Score -1.650979e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 126609 members 
Entering Unmasked Estep 
Score: -16509784.000000 Penalty: 3824.723877
	Iteration 98Q: 3 clusters Score -1.650978e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 126739 members 
Entering Unmasked Estep 
Score: -16509748.000000 Penalty: 3824.723877
	Iteration 99Q: 3 clusters Score -1.650975e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 126840 members 
Entering Unmasked Estep 
Score: -16509757.000000 Penalty: 3824.723877
	Iteration 100F: 3 clusters Score -1.650976e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 126926 members 
Entering Unmasked Estep 
Score: -16509782.000000 Penalty: 3824.723877
	Iteration 101Q: 3 clusters Score -1.650978e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 127004 members 
Entering Unmasked Estep 
Score: -16509765.000000 Penalty: 3824.723877
	Iteration 102Q: 3 clusters Score -1.650976e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 127057 members 
Entering Unmasked Estep 
Score: -16509748.000000 Penalty: 3824.723877
	Iteration 103Q: 3 clusters Score -1.650975e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 127100 members 
Entering Unmasked Estep 
Score: -16509748.000000 Penalty: 3824.723877
	Iteration 104Q: 3 clusters Score -1.650975e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 127136 members 
Entering Unmasked Estep 
Score: -16509743.000000 Penalty: 3824.723877
	Iteration 105Q: 3 clusters Score -1.650974e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 127167 members 
Entering Unmasked Estep 
Score: -16509743.000000 Penalty: 3824.723877
	Iteration 106Q: 3 clusters Score -1.650974e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 127201 members 
Entering Unmasked Estep 
Score: -16509735.000000 Penalty: 3824.723877
	Iteration 107Q: 3 clusters Score -1.650974e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 127223 members 
Entering Unmasked Estep 
Score: -16509722.000000 Penalty: 3824.723877
	Iteration 108Q: 3 clusters Score -1.650972e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 127239 members 
Entering Unmasked Estep 
Score: -16509717.000000 Penalty: 3824.723877
	Iteration 109Q: 3 clusters Score -1.650972e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 127256 members 
Entering Unmasked Estep 
Score: -16509711.000000 Penalty: 3824.723877
	Iteration 110Q: 3 clusters Score -1.650971e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 127272 members 
Entering Unmasked Estep 
Score: -16509711.000000 Penalty: 3824.723877
	Iteration 111Q: 3 clusters Score -1.650971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 127282 members 
Entering Unmasked Estep 
Score: -16509702.000000 Penalty: 3824.723877
	Iteration 112Q: 3 clusters Score -1.65097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 127288 members 
Entering Unmasked Estep 
Score: -16509709.000000 Penalty: 3824.723877
	Iteration 113Q: 3 clusters Score -1.650971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 127295 members 
Entering Unmasked Estep 
Score: -16509699.000000 Penalty: 3824.723877
	Iteration 114Q: 3 clusters Score -1.65097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 127299 members 
Entering Unmasked Estep 
Score: -16509700.000000 Penalty: 3824.723877
	Iteration 115Q: 3 clusters Score -1.65097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 127303 members 
Entering Unmasked Estep 
Score: -16509705.000000 Penalty: 3824.723877
	Iteration 116Q: 3 clusters Score -1.65097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 127307 members 
Entering Unmasked Estep 
Score: -16509712.000000 Penalty: 3824.723877
	Iteration 117Q: 3 clusters Score -1.650971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 127308 members 
Entering Unmasked Estep 
Score: -16509713.000000 Penalty: 3824.723877
	Iteration 118Q: 3 clusters Score -1.650971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 127307 members 
Entering Unmasked Estep 
Score: -16509703.000000 Penalty: 3824.723877
	Iteration 119Q: 3 clusters Score -1.65097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 127307 members 
Entering Unmasked Estep 
Score: -16509703.000000 Penalty: 3824.723877
	Iteration 120F: 3 clusters Score -1.65097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Entering Unmasked Estep 
Score: -2226977.750000 Penalty: 1586.966553
	Iteration 0F: 2 clusters Score -2226978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2214945.250000 Penalty: 3173.933105
	Iteration 0F: 3 clusters Score -2214945 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2219138.000000 Penalty: 3173.933105
	Iteration 1F: 3 clusters Score -2219138 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2219437.750000 Penalty: 3173.933105
	Iteration 2Q: 3 clusters Score -2219438 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2219710.750000 Penalty: 3173.933105
	Iteration 3Q: 3 clusters Score -2219711 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2220011.500000 Penalty: 3173.933105
	Iteration 4Q: 3 clusters Score -2220012 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2220427.250000 Penalty: 3173.933105
	Iteration 5Q: 3 clusters Score -2220427 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2221050.750000 Penalty: 3173.933105
	Iteration 6F: 3 clusters Score -2221051 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2221949.500000 Penalty: 3173.933105
	Iteration 7F: 3 clusters Score -2221950 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2223099.500000 Penalty: 3173.933105
	Iteration 8F: 3 clusters Score -2223100 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2224174.750000 Penalty: 3173.933105
	Iteration 9F: 3 clusters Score -2224175 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2224895.250000 Penalty: 3173.933105
	Iteration 10Q: 3 clusters Score -2224895 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2225253.000000 Penalty: 3173.933105
	Iteration 11Q: 3 clusters Score -2225253 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2225439.000000 Penalty: 3173.933105
	Iteration 12Q: 3 clusters Score -2225439 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2225489.500000 Penalty: 3173.933105
	Iteration 13Q: 3 clusters Score -2225490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2225534.750000 Penalty: 3173.933105
	Iteration 14Q: 3 clusters Score -2225535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2225565.250000 Penalty: 3173.933105
	Iteration 15Q: 3 clusters Score -2225565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2225584.250000 Penalty: 3173.933105
	Iteration 16Q: 3 clusters Score -2225584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2225596.000000 Penalty: 3173.933105
	Iteration 17Q: 3 clusters Score -2225596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2225604.500000 Penalty: 3173.933105
	Iteration 18Q: 3 clusters Score -2225604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2225603.500000 Penalty: 3173.933105
	Iteration 19Q: 3 clusters Score -2225604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2225603.500000 Penalty: 3173.933105
	Iteration 20F: 3 clusters Score -2225604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Entering Unmasked Estep 
Score: -979412.937500 Penalty: 1455.092529
	Iteration 0F: 2 clusters Score -979412.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -973691.000000 Penalty: 2910.185059
	Iteration 0F: 3 clusters Score -973691 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -975500.562500 Penalty: 2910.185059
	Iteration 1F: 3 clusters Score -975500.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -975821.875000 Penalty: 2910.185059
	Iteration 2F: 3 clusters Score -975821.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -976223.750000 Penalty: 2910.185059
	Iteration 3F: 3 clusters Score -976223.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -976685.312500 Penalty: 2910.185059
	Iteration 4F: 3 clusters Score -976685.3 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -977227.375000 Penalty: 2910.185059
	Iteration 5F: 3 clusters Score -977227.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -977780.625000 Penalty: 2910.185059
	Iteration 6F: 3 clusters Score -977780.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -978196.187500 Penalty: 2910.185059
	Iteration 7F: 3 clusters Score -978196.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -978426.687500 Penalty: 2910.185059
	Iteration 8Q: 3 clusters Score -978426.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -978551.562500 Penalty: 2910.185059
	Iteration 9Q: 3 clusters Score -978551.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -978615.250000 Penalty: 2910.185059
	Iteration 10Q: 3 clusters Score -978615.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -978667.312500 Penalty: 2910.185059
	Iteration 11Q: 3 clusters Score -978667.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -978694.437500 Penalty: 2910.185059
	Iteration 12Q: 3 clusters Score -978694.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -978714.125000 Penalty: 2910.185059
	Iteration 13Q: 3 clusters Score -978714.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -978727.562500 Penalty: 2910.185059
	Iteration 14Q: 3 clusters Score -978727.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -978736.250000 Penalty: 2910.185059
	Iteration 15Q: 3 clusters Score -978736.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -978748.937500 Penalty: 2910.185059
	Iteration 16Q: 3 clusters Score -978748.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -978757.312500 Penalty: 2910.185059
	Iteration 17Q: 3 clusters Score -978757.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -978765.937500 Penalty: 2910.185059
	Iteration 18Q: 3 clusters Score -978765.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -978768.250000 Penalty: 2910.185059
	Iteration 19Q: 3 clusters Score -978768.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -978776.562500 Penalty: 2910.185059
	Iteration 20F: 3 clusters Score -978776.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -978782.375000 Penalty: 2910.185059
	Iteration 21Q: 3 clusters Score -978782.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -978782.500000 Penalty: 2910.185059
	Iteration 22Q: 3 clusters Score -978782.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -978786.750000 Penalty: 2910.185059
	Iteration 23Q: 3 clusters Score -978786.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -978789.500000 Penalty: 2910.185059
	Iteration 24Q: 3 clusters Score -978789.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -978792.250000 Penalty: 2910.185059
	Iteration 25Q: 3 clusters Score -978792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -978792.750000 Penalty: 2910.185059
	Iteration 26Q: 3 clusters Score -978792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -978792.437500 Penalty: 2910.185059
	Iteration 27Q: 3 clusters Score -978792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -978792.250000 Penalty: 2910.185059
	Iteration 28Q: 3 clusters Score -978792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -978793.062500 Penalty: 2910.185059
	Iteration 29Q: 3 clusters Score -978793.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -978792.687500 Penalty: 2910.185059
	Iteration 30Q: 3 clusters Score -978792.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -978792.687500 Penalty: 2910.185059
	Iteration 31F: 3 clusters Score -978792.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (90951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90951 members 
Entering Unmasked Estep 
Score: -11576208.000000 Penalty: 1855.437378
	Iteration 0F: 2 clusters Score -1.157621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -11516258.000000 Penalty: 3710.874756
	Iteration 0F: 3 clusters Score -1.151626e+07 nChanged 43621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -11541948.000000 Penalty: 3710.874756
	Iteration 1F: 3 clusters Score -1.154195e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -11543022.000000 Penalty: 3710.874756
	Iteration 2Q: 3 clusters Score -1.154302e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -11544464.000000 Penalty: 3710.874756
	Iteration 3Q: 3 clusters Score -1.154446e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -11546202.000000 Penalty: 3710.874756
	Iteration 4Q: 3 clusters Score -1.15462e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -11548511.000000 Penalty: 3710.874756
	Iteration 5F: 3 clusters Score -1.154851e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -11551345.000000 Penalty: 3710.874756
	Iteration 6F: 3 clusters Score -1.155134e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -11554971.000000 Penalty: 3710.874756
	Iteration 7F: 3 clusters Score -1.155497e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -11558806.000000 Penalty: 3710.874756
	Iteration 8F: 3 clusters Score -1.155881e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -11561825.000000 Penalty: 3710.874756
	Iteration 9F: 3 clusters Score -1.156182e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -11563449.000000 Penalty: 3710.874756
	Iteration 10Q: 3 clusters Score -1.156345e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -11564196.000000 Penalty: 3710.874756
	Iteration 11Q: 3 clusters Score -1.15642e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -11564756.000000 Penalty: 3710.874756
	Iteration 12Q: 3 clusters Score -1.156476e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -11565153.000000 Penalty: 3710.874756
	Iteration 13Q: 3 clusters Score -1.156515e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -11565641.000000 Penalty: 3710.874756
	Iteration 14Q: 3 clusters Score -1.156564e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -11566070.000000 Penalty: 3710.874756
	Iteration 15Q: 3 clusters Score -1.156607e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -11566429.000000 Penalty: 3710.874756
	Iteration 16Q: 3 clusters Score -1.156643e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -11566692.000000 Penalty: 3710.874756
	Iteration 17Q: 3 clusters Score -1.156669e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -11566954.000000 Penalty: 3710.874756
	Iteration 18Q: 3 clusters Score -1.156695e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -11567244.000000 Penalty: 3710.874756
	Iteration 19Q: 3 clusters Score -1.156724e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -11567480.000000 Penalty: 3710.874756
	Iteration 20F: 3 clusters Score -1.156748e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -11567739.000000 Penalty: 3710.874756
	Iteration 21Q: 3 clusters Score -1.156774e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -11567856.000000 Penalty: 3710.874756
	Iteration 22Q: 3 clusters Score -1.156786e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -11568079.000000 Penalty: 3710.874756
	Iteration 23Q: 3 clusters Score -1.156808e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -11568225.000000 Penalty: 3710.874756
	Iteration 24Q: 3 clusters Score -1.156822e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -11568413.000000 Penalty: 3710.874756
	Iteration 25Q: 3 clusters Score -1.156841e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -11568577.000000 Penalty: 3710.874756
	Iteration 26Q: 3 clusters Score -1.156858e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -11568655.000000 Penalty: 3710.874756
	Iteration 27Q: 3 clusters Score -1.156866e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -11568780.000000 Penalty: 3710.874756
	Iteration 28Q: 3 clusters Score -1.156878e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -11568848.000000 Penalty: 3710.874756
	Iteration 29Q: 3 clusters Score -1.156885e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -11568884.000000 Penalty: 3710.874756
	Iteration 30Q: 3 clusters Score -1.156888e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -11568973.000000 Penalty: 3710.874756
	Iteration 31Q: 3 clusters Score -1.156897e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -11568998.000000 Penalty: 3710.874756
	Iteration 32Q: 3 clusters Score -1.1569e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -11569131.000000 Penalty: 3710.874756
	Iteration 33Q: 3 clusters Score -1.156913e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -11569191.000000 Penalty: 3710.874756
	Iteration 34Q: 3 clusters Score -1.156919e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -11569237.000000 Penalty: 3710.874756
	Iteration 35Q: 3 clusters Score -1.156924e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -11569306.000000 Penalty: 3710.874756
	Iteration 36Q: 3 clusters Score -1.156931e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -11569345.000000 Penalty: 3710.874756
	Iteration 37Q: 3 clusters Score -1.156934e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -11569436.000000 Penalty: 3710.874756
	Iteration 38Q: 3 clusters Score -1.156944e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -11569494.000000 Penalty: 3710.874756
	Iteration 39Q: 3 clusters Score -1.156949e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -11569558.000000 Penalty: 3710.874756
	Iteration 40F: 3 clusters Score -1.156956e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -11569622.000000 Penalty: 3710.874756
	Iteration 41Q: 3 clusters Score -1.156962e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -11569734.000000 Penalty: 3710.874756
	Iteration 42Q: 3 clusters Score -1.156973e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -11569835.000000 Penalty: 3710.874756
	Iteration 43Q: 3 clusters Score -1.156984e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -11569934.000000 Penalty: 3710.874756
	Iteration 44Q: 3 clusters Score -1.156993e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -11570063.000000 Penalty: 3710.874756
	Iteration 45Q: 3 clusters Score -1.157006e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56037 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -11570153.000000 Penalty: 3710.874756
	Iteration 46Q: 3 clusters Score -1.157015e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -11570293.000000 Penalty: 3710.874756
	Iteration 47Q: 3 clusters Score -1.157029e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -11570471.000000 Penalty: 3710.874756
	Iteration 48Q: 3 clusters Score -1.157047e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -11570578.000000 Penalty: 3710.874756
	Iteration 49Q: 3 clusters Score -1.157058e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -11570885.000000 Penalty: 3710.874756
	Iteration 50Q: 3 clusters Score -1.157088e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -11571085.000000 Penalty: 3710.874756
	Iteration 51Q: 3 clusters Score -1.157108e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -11571272.000000 Penalty: 3710.874756
	Iteration 52Q: 3 clusters Score -1.157127e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -11571452.000000 Penalty: 3710.874756
	Iteration 53Q: 3 clusters Score -1.157145e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -11571643.000000 Penalty: 3710.874756
	Iteration 54Q: 3 clusters Score -1.157164e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -11571830.000000 Penalty: 3710.874756
	Iteration 55Q: 3 clusters Score -1.157183e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64364 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -11571935.000000 Penalty: 3710.874756
	Iteration 56Q: 3 clusters Score -1.157194e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -11572063.000000 Penalty: 3710.874756
	Iteration 57Q: 3 clusters Score -1.157206e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -11572158.000000 Penalty: 3710.874756
	Iteration 58Q: 3 clusters Score -1.157216e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -11572325.000000 Penalty: 3710.874756
	Iteration 59Q: 3 clusters Score -1.157232e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -11572437.000000 Penalty: 3710.874756
	Iteration 60F: 3 clusters Score -1.157244e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68288 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -11572515.000000 Penalty: 3710.874756
	Iteration 61Q: 3 clusters Score -1.157252e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68993 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -11572657.000000 Penalty: 3710.874756
	Iteration 62Q: 3 clusters Score -1.157266e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -11572738.000000 Penalty: 3710.874756
	Iteration 63Q: 3 clusters Score -1.157274e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -11572797.000000 Penalty: 3710.874756
	Iteration 64Q: 3 clusters Score -1.15728e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -11572866.000000 Penalty: 3710.874756
	Iteration 65Q: 3 clusters Score -1.157287e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -11572916.000000 Penalty: 3710.874756
	Iteration 66Q: 3 clusters Score -1.157292e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72065 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -11572965.000000 Penalty: 3710.874756
	Iteration 67Q: 3 clusters Score -1.157296e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72620 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -11573030.000000 Penalty: 3710.874756
	Iteration 68Q: 3 clusters Score -1.157303e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -11573104.000000 Penalty: 3710.874756
	Iteration 69Q: 3 clusters Score -1.15731e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -11573133.000000 Penalty: 3710.874756
	Iteration 70Q: 3 clusters Score -1.157313e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74042 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -11573145.000000 Penalty: 3710.874756
	Iteration 71Q: 3 clusters Score -1.157314e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -11573238.000000 Penalty: 3710.874756
	Iteration 72Q: 3 clusters Score -1.157324e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -11573246.000000 Penalty: 3710.874756
	Iteration 73Q: 3 clusters Score -1.157325e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -11573281.000000 Penalty: 3710.874756
	Iteration 74Q: 3 clusters Score -1.157328e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -11573317.000000 Penalty: 3710.874756
	Iteration 75Q: 3 clusters Score -1.157332e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -11573340.000000 Penalty: 3710.874756
	Iteration 76Q: 3 clusters Score -1.157334e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76604 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -11573341.000000 Penalty: 3710.874756
	Iteration 77Q: 3 clusters Score -1.157334e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -11573400.000000 Penalty: 3710.874756
	Iteration 78Q: 3 clusters Score -1.15734e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77327 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -11573450.000000 Penalty: 3710.874756
	Iteration 79Q: 3 clusters Score -1.157345e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77700 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -11573466.000000 Penalty: 3710.874756
	Iteration 80F: 3 clusters Score -1.157347e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -11573484.000000 Penalty: 3710.874756
	Iteration 81Q: 3 clusters Score -1.157348e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78424 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -11573511.000000 Penalty: 3710.874756
	Iteration 82Q: 3 clusters Score -1.157351e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -11573550.000000 Penalty: 3710.874756
	Iteration 83Q: 3 clusters Score -1.157355e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79097 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -11573556.000000 Penalty: 3710.874756
	Iteration 84Q: 3 clusters Score -1.157356e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79433 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -11573599.000000 Penalty: 3710.874756
	Iteration 85Q: 3 clusters Score -1.15736e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79769 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -11573644.000000 Penalty: 3710.874756
	Iteration 86Q: 3 clusters Score -1.157364e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80100 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -11573669.000000 Penalty: 3710.874756
	Iteration 87Q: 3 clusters Score -1.157367e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -11573690.000000 Penalty: 3710.874756
	Iteration 88Q: 3 clusters Score -1.157369e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80741 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -11573718.000000 Penalty: 3710.874756
	Iteration 89Q: 3 clusters Score -1.157372e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -11573717.000000 Penalty: 3710.874756
	Iteration 90Q: 3 clusters Score -1.157372e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81284 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -11573711.000000 Penalty: 3710.874756
	Iteration 91Q: 3 clusters Score -1.157371e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -11573695.000000 Penalty: 3710.874756
	Iteration 92Q: 3 clusters Score -1.15737e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81793 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -11573721.000000 Penalty: 3710.874756
	Iteration 93Q: 3 clusters Score -1.157372e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81998 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -11573734.000000 Penalty: 3710.874756
	Iteration 94Q: 3 clusters Score -1.157373e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -11573730.000000 Penalty: 3710.874756
	Iteration 95Q: 3 clusters Score -1.157373e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -11573753.000000 Penalty: 3710.874756
	Iteration 96Q: 3 clusters Score -1.157375e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82629 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -11573768.000000 Penalty: 3710.874756
	Iteration 97Q: 3 clusters Score -1.157377e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -11573808.000000 Penalty: 3710.874756
	Iteration 98Q: 3 clusters Score -1.157381e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83049 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -11573770.000000 Penalty: 3710.874756
	Iteration 99Q: 3 clusters Score -1.157377e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83286 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -11573835.000000 Penalty: 3710.874756
	Iteration 100F: 3 clusters Score -1.157384e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -11573906.000000 Penalty: 3710.874756
	Iteration 101Q: 3 clusters Score -1.157391e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -11573930.000000 Penalty: 3710.874756
	Iteration 102Q: 3 clusters Score -1.157393e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84008 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -11573981.000000 Penalty: 3710.874756
	Iteration 103Q: 3 clusters Score -1.157398e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84248 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -11574012.000000 Penalty: 3710.874756
	Iteration 104Q: 3 clusters Score -1.157401e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84482 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -11574051.000000 Penalty: 3710.874756
	Iteration 105Q: 3 clusters Score -1.157405e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -11574080.000000 Penalty: 3710.874756
	Iteration 106Q: 3 clusters Score -1.157408e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -11574065.000000 Penalty: 3710.874756
	Iteration 107Q: 3 clusters Score -1.157406e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -11574073.000000 Penalty: 3710.874756
	Iteration 108Q: 3 clusters Score -1.157407e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85434 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -11574147.000000 Penalty: 3710.874756
	Iteration 109Q: 3 clusters Score -1.157415e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85657 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -11574181.000000 Penalty: 3710.874756
	Iteration 110Q: 3 clusters Score -1.157418e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85879 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -11574191.000000 Penalty: 3710.874756
	Iteration 111Q: 3 clusters Score -1.157419e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -11574182.000000 Penalty: 3710.874756
	Iteration 112Q: 3 clusters Score -1.157418e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -11574175.000000 Penalty: 3710.874756
	Iteration 113Q: 3 clusters Score -1.157418e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86409 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -11574207.000000 Penalty: 3710.874756
	Iteration 114Q: 3 clusters Score -1.157421e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -11574235.000000 Penalty: 3710.874756
	Iteration 115Q: 3 clusters Score -1.157424e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -11574289.000000 Penalty: 3710.874756
	Iteration 116Q: 3 clusters Score -1.157429e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -11574290.000000 Penalty: 3710.874756
	Iteration 117Q: 3 clusters Score -1.157429e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87010 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -11574295.000000 Penalty: 3710.874756
	Iteration 118Q: 3 clusters Score -1.15743e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -11574284.000000 Penalty: 3710.874756
	Iteration 119Q: 3 clusters Score -1.157428e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87272 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -11574316.000000 Penalty: 3710.874756
	Iteration 120F: 3 clusters Score -1.157432e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87383 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -11574338.000000 Penalty: 3710.874756
	Iteration 121Q: 3 clusters Score -1.157434e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -11574357.000000 Penalty: 3710.874756
	Iteration 122Q: 3 clusters Score -1.157436e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -11574384.000000 Penalty: 3710.874756
	Iteration 123Q: 3 clusters Score -1.157438e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -11574395.000000 Penalty: 3710.874756
	Iteration 124Q: 3 clusters Score -1.15744e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -11574386.000000 Penalty: 3710.874756
	Iteration 125Q: 3 clusters Score -1.157439e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -11574378.000000 Penalty: 3710.874756
	Iteration 126Q: 3 clusters Score -1.157438e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -11574381.000000 Penalty: 3710.874756
	Iteration 127Q: 3 clusters Score -1.157438e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88065 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -11574380.000000 Penalty: 3710.874756
	Iteration 128Q: 3 clusters Score -1.157438e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88141 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -11574374.000000 Penalty: 3710.874756
	Iteration 129Q: 3 clusters Score -1.157437e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88224 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -11574386.000000 Penalty: 3710.874756
	Iteration 130Q: 3 clusters Score -1.157439e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -11574397.000000 Penalty: 3710.874756
	Iteration 131Q: 3 clusters Score -1.15744e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88335 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -11574399.000000 Penalty: 3710.874756
	Iteration 132Q: 3 clusters Score -1.15744e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88386 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -11574412.000000 Penalty: 3710.874756
	Iteration 133Q: 3 clusters Score -1.157441e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88437 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -11574417.000000 Penalty: 3710.874756
	Iteration 134Q: 3 clusters Score -1.157442e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88483 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -11574412.000000 Penalty: 3710.874756
	Iteration 135Q: 3 clusters Score -1.157441e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88535 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -11574421.000000 Penalty: 3710.874756
	Iteration 136Q: 3 clusters Score -1.157442e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88602 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -11574434.000000 Penalty: 3710.874756
	Iteration 137Q: 3 clusters Score -1.157443e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88676 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -11574447.000000 Penalty: 3710.874756
	Iteration 138Q: 3 clusters Score -1.157445e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88750 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -11574444.000000 Penalty: 3710.874756
	Iteration 139Q: 3 clusters Score -1.157444e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -11574484.000000 Penalty: 3710.874756
	Iteration 140F: 3 clusters Score -1.157448e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -11574484.000000 Penalty: 3710.874756
	Iteration 141Q: 3 clusters Score -1.157448e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -11574505.000000 Penalty: 3710.874756
	Iteration 142Q: 3 clusters Score -1.15745e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89033 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -11574526.000000 Penalty: 3710.874756
	Iteration 143Q: 3 clusters Score -1.157453e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89094 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -11574548.000000 Penalty: 3710.874756
	Iteration 144Q: 3 clusters Score -1.157455e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89150 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -11574562.000000 Penalty: 3710.874756
	Iteration 145Q: 3 clusters Score -1.157456e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -11574567.000000 Penalty: 3710.874756
	Iteration 146Q: 3 clusters Score -1.157457e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -11574605.000000 Penalty: 3710.874756
	Iteration 147Q: 3 clusters Score -1.15746e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -11574590.000000 Penalty: 3710.874756
	Iteration 148Q: 3 clusters Score -1.157459e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -11574600.000000 Penalty: 3710.874756
	Iteration 149Q: 3 clusters Score -1.15746e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89453 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -11574626.000000 Penalty: 3710.874756
	Iteration 150Q: 3 clusters Score -1.157463e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -11574665.000000 Penalty: 3710.874756
	Iteration 151Q: 3 clusters Score -1.157466e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89554 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -11574670.000000 Penalty: 3710.874756
	Iteration 152Q: 3 clusters Score -1.157467e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89587 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -11574676.000000 Penalty: 3710.874756
	Iteration 153Q: 3 clusters Score -1.157468e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89619 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -11574681.000000 Penalty: 3710.874756
	Iteration 154Q: 3 clusters Score -1.157468e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89648 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -11574673.000000 Penalty: 3710.874756
	Iteration 155Q: 3 clusters Score -1.157467e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -11574684.000000 Penalty: 3710.874756
	Iteration 156Q: 3 clusters Score -1.157468e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89709 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -11574687.000000 Penalty: 3710.874756
	Iteration 157Q: 3 clusters Score -1.157469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -11574678.000000 Penalty: 3710.874756
	Iteration 158Q: 3 clusters Score -1.157468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89754 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -11574693.000000 Penalty: 3710.874756
	Iteration 159Q: 3 clusters Score -1.157469e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89774 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -11574679.000000 Penalty: 3710.874756
	Iteration 160F: 3 clusters Score -1.157468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89788 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -11574704.000000 Penalty: 3710.874756
	Iteration 161Q: 3 clusters Score -1.15747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -11574699.000000 Penalty: 3710.874756
	Iteration 162Q: 3 clusters Score -1.15747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -11574673.000000 Penalty: 3710.874756
	Iteration 163Q: 3 clusters Score -1.157467e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11574672.000000 Penalty: 3710.874756
	Iteration 164Q: 3 clusters Score -1.157467e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89855 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -11574680.000000 Penalty: 3710.874756
	Iteration 165Q: 3 clusters Score -1.157468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89872 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -11574685.000000 Penalty: 3710.874756
	Iteration 166Q: 3 clusters Score -1.157468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89880 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11574692.000000 Penalty: 3710.874756
	Iteration 167Q: 3 clusters Score -1.157469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89888 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -11574689.000000 Penalty: 3710.874756
	Iteration 168Q: 3 clusters Score -1.157469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89895 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -11574694.000000 Penalty: 3710.874756
	Iteration 169Q: 3 clusters Score -1.157469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11574713.000000 Penalty: 3710.874756
	Iteration 170Q: 3 clusters Score -1.157471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -11574716.000000 Penalty: 3710.874756
	Iteration 171Q: 3 clusters Score -1.157472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11574712.000000 Penalty: 3710.874756
	Iteration 172Q: 3 clusters Score -1.157471e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -11574721.000000 Penalty: 3710.874756
	Iteration 173Q: 3 clusters Score -1.157472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89955 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11574730.000000 Penalty: 3710.874756
	Iteration 174Q: 3 clusters Score -1.157473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -11574727.000000 Penalty: 3710.874756
	Iteration 175Q: 3 clusters Score -1.157473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89975 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -11574729.000000 Penalty: 3710.874756
	Iteration 176Q: 3 clusters Score -1.157473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89981 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -11574721.000000 Penalty: 3710.874756
	Iteration 177Q: 3 clusters Score -1.157472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11574728.000000 Penalty: 3710.874756
	Iteration 178Q: 3 clusters Score -1.157473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89996 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11574749.000000 Penalty: 3710.874756
	Iteration 179Q: 3 clusters Score -1.157475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11574749.000000 Penalty: 3710.874756
	Iteration 180F: 3 clusters Score -1.157475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90004 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -11574744.000000 Penalty: 3710.874756
	Iteration 181Q: 3 clusters Score -1.157474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90013 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11574753.000000 Penalty: 3710.874756
	Iteration 182Q: 3 clusters Score -1.157475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11574759.000000 Penalty: 3710.874756
	Iteration 183Q: 3 clusters Score -1.157476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -11574754.000000 Penalty: 3710.874756
	Iteration 184Q: 3 clusters Score -1.157475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11574746.000000 Penalty: 3710.874756
	Iteration 185Q: 3 clusters Score -1.157475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90043 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11574753.000000 Penalty: 3710.874756
	Iteration 186Q: 3 clusters Score -1.157475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90051 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -11574752.000000 Penalty: 3710.874756
	Iteration 187Q: 3 clusters Score -1.157475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -11574750.000000 Penalty: 3710.874756
	Iteration 188Q: 3 clusters Score -1.157475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -11574747.000000 Penalty: 3710.874756
	Iteration 189Q: 3 clusters Score -1.157475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -11574756.000000 Penalty: 3710.874756
	Iteration 190Q: 3 clusters Score -1.157476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90098 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11574764.000000 Penalty: 3710.874756
	Iteration 191Q: 3 clusters Score -1.157476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90101 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11574773.000000 Penalty: 3710.874756
	Iteration 192Q: 3 clusters Score -1.157477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90105 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11574774.000000 Penalty: 3710.874756
	Iteration 193Q: 3 clusters Score -1.157477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90110 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11574771.000000 Penalty: 3710.874756
	Iteration 194Q: 3 clusters Score -1.157477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -11574771.000000 Penalty: 3710.874756
	Iteration 195Q: 3 clusters Score -1.157477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -11574767.000000 Penalty: 3710.874756
	Iteration 196Q: 3 clusters Score -1.157477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -11574770.000000 Penalty: 3710.874756
	Iteration 197Q: 3 clusters Score -1.157477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11574764.000000 Penalty: 3710.874756
	Iteration 198Q: 3 clusters Score -1.157476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -11574773.000000 Penalty: 3710.874756
	Iteration 199Q: 3 clusters Score -1.157477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -11574764.000000 Penalty: 3710.874756
	Iteration 200F: 3 clusters Score -1.157476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -11574770.000000 Penalty: 3710.874756
	Iteration 201Q: 3 clusters Score -1.157477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90144 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11574771.000000 Penalty: 3710.874756
	Iteration 202Q: 3 clusters Score -1.157477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90145 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -11574773.000000 Penalty: 3710.874756
	Iteration 203Q: 3 clusters Score -1.157477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90144 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11574776.000000 Penalty: 3710.874756
	Iteration 204Q: 3 clusters Score -1.157478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90146 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -11574769.000000 Penalty: 3710.874756
	Iteration 205Q: 3 clusters Score -1.157477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90146 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -11574769.000000 Penalty: 3710.874756
	Iteration 206F: 3 clusters Score -1.157477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Entering Unmasked Estep 
Score: -928598.562500 Penalty: 1452.575439
	Iteration 0F: 2 clusters Score -928598.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -922960.812500 Penalty: 2905.150879
	Iteration 0F: 3 clusters Score -922960.8 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -924658.062500 Penalty: 2905.150879
	Iteration 1F: 3 clusters Score -924658.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -924971.312500 Penalty: 2905.150879
	Iteration 2F: 3 clusters Score -924971.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -925275.437500 Penalty: 2905.150879
	Iteration 3F: 3 clusters Score -925275.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -925542.625000 Penalty: 2905.150879
	Iteration 4F: 3 clusters Score -925542.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -925797.625000 Penalty: 2905.150879
	Iteration 5F: 3 clusters Score -925797.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -925980.625000 Penalty: 2905.150879
	Iteration 6Q: 3 clusters Score -925980.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -926095.250000 Penalty: 2905.150879
	Iteration 7Q: 3 clusters Score -926095.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -926197.000000 Penalty: 2905.150879
	Iteration 8Q: 3 clusters Score -926197 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -926278.500000 Penalty: 2905.150879
	Iteration 9Q: 3 clusters Score -926278.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -926327.125000 Penalty: 2905.150879
	Iteration 10Q: 3 clusters Score -926327.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -926372.000000 Penalty: 2905.150879
	Iteration 11Q: 3 clusters Score -926372 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -926416.562500 Penalty: 2905.150879
	Iteration 12Q: 3 clusters Score -926416.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -926456.625000 Penalty: 2905.150879
	Iteration 13Q: 3 clusters Score -926456.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -926492.625000 Penalty: 2905.150879
	Iteration 14Q: 3 clusters Score -926492.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -926526.687500 Penalty: 2905.150879
	Iteration 15Q: 3 clusters Score -926526.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -926565.312500 Penalty: 2905.150879
	Iteration 16Q: 3 clusters Score -926565.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -926605.937500 Penalty: 2905.150879
	Iteration 17Q: 3 clusters Score -926605.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -926647.000000 Penalty: 2905.150879
	Iteration 18Q: 3 clusters Score -926647 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -926696.500000 Penalty: 2905.150879
	Iteration 19Q: 3 clusters Score -926696.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -926760.937500 Penalty: 2905.150879
	Iteration 20F: 3 clusters Score -926760.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -926850.562500 Penalty: 2905.150879
	Iteration 21Q: 3 clusters Score -926850.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -926971.125000 Penalty: 2905.150879
	Iteration 22Q: 3 clusters Score -926971.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -927099.500000 Penalty: 2905.150879
	Iteration 23Q: 3 clusters Score -927099.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -927244.312500 Penalty: 2905.150879
	Iteration 24Q: 3 clusters Score -927244.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -927403.000000 Penalty: 2905.150879
	Iteration 25Q: 3 clusters Score -927403 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -927561.750000 Penalty: 2905.150879
	Iteration 26Q: 3 clusters Score -927561.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -927684.687500 Penalty: 2905.150879
	Iteration 27Q: 3 clusters Score -927684.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -927813.562500 Penalty: 2905.150879
	Iteration 28Q: 3 clusters Score -927813.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -927887.125000 Penalty: 2905.150879
	Iteration 29Q: 3 clusters Score -927887.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -927926.937500 Penalty: 2905.150879
	Iteration 30Q: 3 clusters Score -927926.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -927959.937500 Penalty: 2905.150879
	Iteration 31Q: 3 clusters Score -927959.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -927975.750000 Penalty: 2905.150879
	Iteration 32Q: 3 clusters Score -927975.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -927988.250000 Penalty: 2905.150879
	Iteration 33Q: 3 clusters Score -927988.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -927999.312500 Penalty: 2905.150879
	Iteration 34Q: 3 clusters Score -927999.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -928005.375000 Penalty: 2905.150879
	Iteration 35Q: 3 clusters Score -928005.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -928007.500000 Penalty: 2905.150879
	Iteration 36Q: 3 clusters Score -928007.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -928006.937500 Penalty: 2905.150879
	Iteration 37Q: 3 clusters Score -928006.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -928010.375000 Penalty: 2905.150879
	Iteration 38F: 3 clusters Score -928010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -928015.437500 Penalty: 2905.150879
	Iteration 39Q: 3 clusters Score -928015.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -928017.750000 Penalty: 2905.150879
	Iteration 40F: 3 clusters Score -928017.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -928020.687500 Penalty: 2905.150879
	Iteration 41Q: 3 clusters Score -928020.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -928024.187500 Penalty: 2905.150879
	Iteration 42Q: 3 clusters Score -928024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -928023.937500 Penalty: 2905.150879
	Iteration 43Q: 3 clusters Score -928023.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -928024.937500 Penalty: 2905.150879
	Iteration 44Q: 3 clusters Score -928024.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -928025.500000 Penalty: 2905.150879
	Iteration 45Q: 3 clusters Score -928025.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -928028.187500 Penalty: 2905.150879
	Iteration 46Q: 3 clusters Score -928028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -928031.562500 Penalty: 2905.150879
	Iteration 47Q: 3 clusters Score -928031.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -928034.687500 Penalty: 2905.150879
	Iteration 48Q: 3 clusters Score -928034.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -928037.500000 Penalty: 2905.150879
	Iteration 49Q: 3 clusters Score -928037.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -928039.437500 Penalty: 2905.150879
	Iteration 50Q: 3 clusters Score -928039.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -928040.375000 Penalty: 2905.150879
	Iteration 51Q: 3 clusters Score -928040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -928040.437500 Penalty: 2905.150879
	Iteration 52Q: 3 clusters Score -928040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -928040.687500 Penalty: 2905.150879
	Iteration 53Q: 3 clusters Score -928040.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -928041.437500 Penalty: 2905.150879
	Iteration 54Q: 3 clusters Score -928041.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -928041.437500 Penalty: 2905.150879
	Iteration 55F: 3 clusters Score -928041.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Entering Unmasked Estep 
Score: -497463.875000 Penalty: 1368.110107
	Iteration 0F: 2 clusters Score -497463.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -493801.687500 Penalty: 2736.220215
	Iteration 0F: 3 clusters Score -493801.7 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -494980.718750 Penalty: 2736.220215
	Iteration 1F: 3 clusters Score -494980.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -495354.000000 Penalty: 2736.220215
	Iteration 2F: 3 clusters Score -495354 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -495693.875000 Penalty: 2736.220215
	Iteration 3F: 3 clusters Score -495693.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -495998.156250 Penalty: 2736.220215
	Iteration 4F: 3 clusters Score -495998.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -496279.281250 Penalty: 2736.220215
	Iteration 5F: 3 clusters Score -496279.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -496468.187500 Penalty: 2736.220215
	Iteration 6F: 3 clusters Score -496468.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -496574.156250 Penalty: 2736.220215
	Iteration 7Q: 3 clusters Score -496574.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -496626.281250 Penalty: 2736.220215
	Iteration 8Q: 3 clusters Score -496626.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -496655.875000 Penalty: 2736.220215
	Iteration 9Q: 3 clusters Score -496655.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -496674.062500 Penalty: 2736.220215
	Iteration 10Q: 3 clusters Score -496674.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -496687.500000 Penalty: 2736.220215
	Iteration 11Q: 3 clusters Score -496687.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -496701.875000 Penalty: 2736.220215
	Iteration 12Q: 3 clusters Score -496701.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -496713.593750 Penalty: 2736.220215
	Iteration 13Q: 3 clusters Score -496713.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -496719.312500 Penalty: 2736.220215
	Iteration 14Q: 3 clusters Score -496719.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -496729.218750 Penalty: 2736.220215
	Iteration 15Q: 3 clusters Score -496729.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -496744.031250 Penalty: 2736.220215
	Iteration 16Q: 3 clusters Score -496744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -496756.000000 Penalty: 2736.220215
	Iteration 17Q: 3 clusters Score -496756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -496771.250000 Penalty: 2736.220215
	Iteration 18Q: 3 clusters Score -496771.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -496804.125000 Penalty: 2736.220215
	Iteration 19Q: 3 clusters Score -496804.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -496850.406250 Penalty: 2736.220215
	Iteration 20F: 3 clusters Score -496850.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -496891.312500 Penalty: 2736.220215
	Iteration 21Q: 3 clusters Score -496891.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -496931.406250 Penalty: 2736.220215
	Iteration 22Q: 3 clusters Score -496931.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -496959.937500 Penalty: 2736.220215
	Iteration 23Q: 3 clusters Score -496959.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -496976.062500 Penalty: 2736.220215
	Iteration 24Q: 3 clusters Score -496976.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -496985.875000 Penalty: 2736.220215
	Iteration 25Q: 3 clusters Score -496985.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -496994.218750 Penalty: 2736.220215
	Iteration 26Q: 3 clusters Score -496994.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -496997.875000 Penalty: 2736.220215
	Iteration 27Q: 3 clusters Score -496997.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -497000.625000 Penalty: 2736.220215
	Iteration 28Q: 3 clusters Score -497000.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -497004.593750 Penalty: 2736.220215
	Iteration 29Q: 3 clusters Score -497004.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -497009.218750 Penalty: 2736.220215
	Iteration 30Q: 3 clusters Score -497009.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -497013.593750 Penalty: 2736.220215
	Iteration 31Q: 3 clusters Score -497013.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -497016.562500 Penalty: 2736.220215
	Iteration 32Q: 3 clusters Score -497016.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -497020.468750 Penalty: 2736.220215
	Iteration 33Q: 3 clusters Score -497020.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -497023.812500 Penalty: 2736.220215
	Iteration 34Q: 3 clusters Score -497023.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -497027.937500 Penalty: 2736.220215
	Iteration 35Q: 3 clusters Score -497027.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -497031.687500 Penalty: 2736.220215
	Iteration 36Q: 3 clusters Score -497031.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -497034.000000 Penalty: 2736.220215
	Iteration 37Q: 3 clusters Score -497034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -497035.343750 Penalty: 2736.220215
	Iteration 38Q: 3 clusters Score -497035.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -497035.968750 Penalty: 2736.220215
	Iteration 39Q: 3 clusters Score -497036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -497035.968750 Penalty: 2736.220215
	Iteration 40F: 3 clusters Score -497036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -497036.437500 Penalty: 2736.220215
	Iteration 41Q: 3 clusters Score -497036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -497037.718750 Penalty: 2736.220215
	Iteration 42Q: 3 clusters Score -497037.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -497037.812500 Penalty: 2736.220215
	Iteration 43Q: 3 clusters Score -497037.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -497038.250000 Penalty: 2736.220215
	Iteration 44Q: 3 clusters Score -497038.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -497040.531250 Penalty: 2736.220215
	Iteration 45Q: 3 clusters Score -497040.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -497041.750000 Penalty: 2736.220215
	Iteration 46Q: 3 clusters Score -497041.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -497042.343750 Penalty: 2736.220215
	Iteration 47Q: 3 clusters Score -497042.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -497043.687500 Penalty: 2736.220215
	Iteration 48Q: 3 clusters Score -497043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -497043.718750 Penalty: 2736.220215
	Iteration 49Q: 3 clusters Score -497043.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -497043.281250 Penalty: 2736.220215
	Iteration 50Q: 3 clusters Score -497043.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -497043.312500 Penalty: 2736.220215
	Iteration 51Q: 3 clusters Score -497043.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -497043.312500 Penalty: 2736.220215
	Iteration 52F: 3 clusters Score -497043.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Entering Unmasked Estep 
Score: -479035.062500 Penalty: 1340.088013
	Iteration 0F: 2 clusters Score -479035.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -475847.156250 Penalty: 2680.176025
	Iteration 0F: 3 clusters Score -475847.2 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -476707.812500 Penalty: 2680.176025
	Iteration 1F: 3 clusters Score -476707.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -476888.437500 Penalty: 2680.176025
	Iteration 2F: 3 clusters Score -476888.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -477002.250000 Penalty: 2680.176025
	Iteration 3F: 3 clusters Score -477002.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -477087.593750 Penalty: 2680.176025
	Iteration 4Q: 3 clusters Score -477087.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -477175.531250 Penalty: 2680.176025
	Iteration 5Q: 3 clusters Score -477175.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -477255.062500 Penalty: 2680.176025
	Iteration 6Q: 3 clusters Score -477255.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -477346.687500 Penalty: 2680.176025
	Iteration 7Q: 3 clusters Score -477346.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -477470.156250 Penalty: 2680.176025
	Iteration 8Q: 3 clusters Score -477470.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -477601.531250 Penalty: 2680.176025
	Iteration 9Q: 3 clusters Score -477601.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -477740.968750 Penalty: 2680.176025
	Iteration 10Q: 3 clusters Score -477741 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -477869.156250 Penalty: 2680.176025
	Iteration 11Q: 3 clusters Score -477869.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -477967.656250 Penalty: 2680.176025
	Iteration 12Q: 3 clusters Score -477967.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -478030.687500 Penalty: 2680.176025
	Iteration 13Q: 3 clusters Score -478030.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -478069.593750 Penalty: 2680.176025
	Iteration 14Q: 3 clusters Score -478069.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -478106.500000 Penalty: 2680.176025
	Iteration 15Q: 3 clusters Score -478106.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -478134.000000 Penalty: 2680.176025
	Iteration 16Q: 3 clusters Score -478134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -478148.937500 Penalty: 2680.176025
	Iteration 17Q: 3 clusters Score -478148.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -478163.062500 Penalty: 2680.176025
	Iteration 18Q: 3 clusters Score -478163.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -478170.531250 Penalty: 2680.176025
	Iteration 19Q: 3 clusters Score -478170.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -478174.125000 Penalty: 2680.176025
	Iteration 20F: 3 clusters Score -478174.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -478178.500000 Penalty: 2680.176025
	Iteration 21Q: 3 clusters Score -478178.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -478179.875000 Penalty: 2680.176025
	Iteration 22Q: 3 clusters Score -478179.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -478180.968750 Penalty: 2680.176025
	Iteration 23Q: 3 clusters Score -478181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -478181.812500 Penalty: 2680.176025
	Iteration 24Q: 3 clusters Score -478181.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -478183.312500 Penalty: 2680.176025
	Iteration 25Q: 3 clusters Score -478183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -478184.000000 Penalty: 2680.176025
	Iteration 26Q: 3 clusters Score -478184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -478184.437500 Penalty: 2680.176025
	Iteration 27Q: 3 clusters Score -478184.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -478186.281250 Penalty: 2680.176025
	Iteration 28Q: 3 clusters Score -478186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -478186.281250 Penalty: 2680.176025
	Iteration 29F: 3 clusters Score -478186.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83128 members 
Entering Unmasked Estep 
Score: -9841325.000000 Penalty: 1840.822144
	Iteration 0F: 2 clusters Score -9841325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -9785934.000000 Penalty: 3681.644287
	Iteration 0F: 3 clusters Score -9785934 nChanged 39369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -9809386.000000 Penalty: 3681.644287
	Iteration 1F: 3 clusters Score -9809386 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -9810857.000000 Penalty: 3681.644287
	Iteration 2Q: 3 clusters Score -9810857 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -9813157.000000 Penalty: 3681.644287
	Iteration 3F: 3 clusters Score -9813157 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -9816625.000000 Penalty: 3681.644287
	Iteration 4F: 3 clusters Score -9816625 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -9821165.000000 Penalty: 3681.644287
	Iteration 5F: 3 clusters Score -9821165 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -9826549.000000 Penalty: 3681.644287
	Iteration 6F: 3 clusters Score -9826549 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 71731 members 
Entering Unmasked Estep 
Score: -9831520.000000 Penalty: 3681.644287
	Iteration 7F: 3 clusters Score -9831520 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 75861 members 
Entering Unmasked Estep 
Score: -9835268.000000 Penalty: 3681.644287
	Iteration 8F: 3 clusters Score -9835268 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 78450 members 
Entering Unmasked Estep 
Score: -9837540.000000 Penalty: 3681.644287
	Iteration 9Q: 3 clusters Score -9837540 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 79906 members 
Entering Unmasked Estep 
Score: -9838800.000000 Penalty: 3681.644287
	Iteration 10Q: 3 clusters Score -9838800 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
Score: -9839401.000000 Penalty: 3681.644287
	Iteration 11Q: 3 clusters Score -9839401 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -9839695.000000 Penalty: 3681.644287
	Iteration 12Q: 3 clusters Score -9839695 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -9839843.000000 Penalty: 3681.644287
	Iteration 13Q: 3 clusters Score -9839843 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 81469 members 
Entering Unmasked Estep 
Score: -9839940.000000 Penalty: 3681.644287
	Iteration 14Q: 3 clusters Score -9839940 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 81566 members 
Entering Unmasked Estep 
Score: -9840000.000000 Penalty: 3681.644287
	Iteration 15Q: 3 clusters Score -9840000 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 81633 members 
Entering Unmasked Estep 
Score: -9840057.000000 Penalty: 3681.644287
	Iteration 16Q: 3 clusters Score -9840057 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 81688 members 
Entering Unmasked Estep 
Score: -9840075.000000 Penalty: 3681.644287
	Iteration 17Q: 3 clusters Score -9840075 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -9840075.000000 Penalty: 3681.644287
	Iteration 18Q: 3 clusters Score -9840075 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -9840114.000000 Penalty: 3681.644287
	Iteration 19Q: 3 clusters Score -9840114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 81808 members 
Entering Unmasked Estep 
Score: -9840145.000000 Penalty: 3681.644287
	Iteration 20F: 3 clusters Score -9840145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 81844 members 
Entering Unmasked Estep 
Score: -9840150.000000 Penalty: 3681.644287
	Iteration 21Q: 3 clusters Score -9840150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 81872 members 
Entering Unmasked Estep 
Score: -9840165.000000 Penalty: 3681.644287
	Iteration 22Q: 3 clusters Score -9840165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 81892 members 
Entering Unmasked Estep 
Score: -9840169.000000 Penalty: 3681.644287
	Iteration 23Q: 3 clusters Score -9840169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
Score: -9840169.000000 Penalty: 3681.644287
	Iteration 24Q: 3 clusters Score -9840169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 81914 members 
Entering Unmasked Estep 
Score: -9840186.000000 Penalty: 3681.644287
	Iteration 25Q: 3 clusters Score -9840186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 81922 members 
Entering Unmasked Estep 
Score: -9840182.000000 Penalty: 3681.644287
	Iteration 26Q: 3 clusters Score -9840182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 81935 members 
Entering Unmasked Estep 
Score: -9840197.000000 Penalty: 3681.644287
	Iteration 27Q: 3 clusters Score -9840197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 81942 members 
Entering Unmasked Estep 
Score: -9840186.000000 Penalty: 3681.644287
	Iteration 28Q: 3 clusters Score -9840186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -9840198.000000 Penalty: 3681.644287
	Iteration 29Q: 3 clusters Score -9840198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -9840201.000000 Penalty: 3681.644287
	Iteration 30Q: 3 clusters Score -9840201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 81953 members 
Entering Unmasked Estep 
Score: -9840193.000000 Penalty: 3681.644287
	Iteration 31Q: 3 clusters Score -9840193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 81954 members 
Entering Unmasked Estep 
Score: -9840198.000000 Penalty: 3681.644287
	Iteration 32Q: 3 clusters Score -9840198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -9840207.000000 Penalty: 3681.644287
	Iteration 33Q: 3 clusters Score -9840207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 81961 members 
Entering Unmasked Estep 
Score: -9840207.000000 Penalty: 3681.644287
	Iteration 34Q: 3 clusters Score -9840207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -9840216.000000 Penalty: 3681.644287
	Iteration 35Q: 3 clusters Score -9840216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -9840220.000000 Penalty: 3681.644287
	Iteration 36Q: 3 clusters Score -9840220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 81968 members 
Entering Unmasked Estep 
Score: -9840221.000000 Penalty: 3681.644287
	Iteration 37Q: 3 clusters Score -9840221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 81970 members 
Entering Unmasked Estep 
Score: -9840222.000000 Penalty: 3681.644287
	Iteration 38Q: 3 clusters Score -9840222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 81971 members 
Entering Unmasked Estep 
Score: -9840215.000000 Penalty: 3681.644287
	Iteration 39Q: 3 clusters Score -9840215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 81971 members 
Entering Unmasked Estep 
Score: -9840217.000000 Penalty: 3681.644287
	Iteration 40F: 3 clusters Score -9840217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 81971 members 
Entering Unmasked Estep 
Score: -9840214.000000 Penalty: 3681.644287
	Iteration 41Q: 3 clusters Score -9840214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 81969 members 
Entering Unmasked Estep 
Score: -9840220.000000 Penalty: 3681.644287
	Iteration 42Q: 3 clusters Score -9840220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 81966 members 
Entering Unmasked Estep 
Score: -9840218.000000 Penalty: 3681.644287
	Iteration 43Q: 3 clusters Score -9840218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -9840215.000000 Penalty: 3681.644287
	Iteration 44Q: 3 clusters Score -9840215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
Score: -9840216.000000 Penalty: 3681.644287
	Iteration 45Q: 3 clusters Score -9840216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 81969 members 
Entering Unmasked Estep 
Score: -9840220.000000 Penalty: 3681.644287
	Iteration 46Q: 3 clusters Score -9840220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 81971 members 
Entering Unmasked Estep 
Score: -9840224.000000 Penalty: 3681.644287
	Iteration 47Q: 3 clusters Score -9840224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -9840230.000000 Penalty: 3681.644287
	Iteration 48Q: 3 clusters Score -9840230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -9840226.000000 Penalty: 3681.644287
	Iteration 49Q: 3 clusters Score -9840226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -9840228.000000 Penalty: 3681.644287
	Iteration 50Q: 3 clusters Score -9840228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 81974 members 
Entering Unmasked Estep 
Score: -9840232.000000 Penalty: 3681.644287
	Iteration 51Q: 3 clusters Score -9840232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -9840237.000000 Penalty: 3681.644287
	Iteration 52Q: 3 clusters Score -9840237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 81976 members 
Entering Unmasked Estep 
Score: -9840241.000000 Penalty: 3681.644287
	Iteration 53Q: 3 clusters Score -9840241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 81978 members 
Entering Unmasked Estep 
Score: -9840232.000000 Penalty: 3681.644287
	Iteration 54Q: 3 clusters Score -9840232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
Score: -9840238.000000 Penalty: 3681.644287
	Iteration 55Q: 3 clusters Score -9840238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -9840252.000000 Penalty: 3681.644287
	Iteration 56Q: 3 clusters Score -9840252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -9840249.000000 Penalty: 3681.644287
	Iteration 57Q: 3 clusters Score -9840249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -9840252.000000 Penalty: 3681.644287
	Iteration 58Q: 3 clusters Score -9840252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 81986 members 
Entering Unmasked Estep 
Score: -9840257.000000 Penalty: 3681.644287
	Iteration 59Q: 3 clusters Score -9840257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 81987 members 
Entering Unmasked Estep 
Score: -9840256.000000 Penalty: 3681.644287
	Iteration 60F: 3 clusters Score -9840256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 81989 members 
Entering Unmasked Estep 
Score: -9840253.000000 Penalty: 3681.644287
	Iteration 61Q: 3 clusters Score -9840253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 81990 members 
Entering Unmasked Estep 
Score: -9840251.000000 Penalty: 3681.644287
	Iteration 62Q: 3 clusters Score -9840251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -9840250.000000 Penalty: 3681.644287
	Iteration 63Q: 3 clusters Score -9840250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -9840250.000000 Penalty: 3681.644287
	Iteration 64F: 3 clusters Score -9840250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -164095.750000 Penalty: 1171.036377
	Iteration 0F: 2 clusters Score -164095.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -162430.062500 Penalty: 2342.072754
	Iteration 0F: 3 clusters Score -162430.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -162726.468750 Penalty: 2342.072754
	Iteration 1F: 3 clusters Score -162726.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -162795.390625 Penalty: 2342.072754
	Iteration 2F: 3 clusters Score -162795.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -162844.015625 Penalty: 2342.072754
	Iteration 3Q: 3 clusters Score -162844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -162876.546875 Penalty: 2342.072754
	Iteration 4Q: 3 clusters Score -162876.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -162896.000000 Penalty: 2342.072754
	Iteration 5Q: 3 clusters Score -162896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -162910.921875 Penalty: 2342.072754
	Iteration 6Q: 3 clusters Score -162910.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -162927.093750 Penalty: 2342.072754
	Iteration 7Q: 3 clusters Score -162927.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -162935.453125 Penalty: 2342.072754
	Iteration 8Q: 3 clusters Score -162935.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -162944.859375 Penalty: 2342.072754
	Iteration 9Q: 3 clusters Score -162944.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162955.281250 Penalty: 2342.072754
	Iteration 10Q: 3 clusters Score -162955.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -162962.875000 Penalty: 2342.072754
	Iteration 11Q: 3 clusters Score -162962.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -162968.859375 Penalty: 2342.072754
	Iteration 12Q: 3 clusters Score -162968.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -162976.015625 Penalty: 2342.072754
	Iteration 13Q: 3 clusters Score -162976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -162979.765625 Penalty: 2342.072754
	Iteration 14Q: 3 clusters Score -162979.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -162982.578125 Penalty: 2342.072754
	Iteration 15Q: 3 clusters Score -162982.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -162984.656250 Penalty: 2342.072754
	Iteration 16Q: 3 clusters Score -162984.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -162986.062500 Penalty: 2342.072754
	Iteration 17Q: 3 clusters Score -162986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -162986.968750 Penalty: 2342.072754
	Iteration 18Q: 3 clusters Score -162987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -162988.953125 Penalty: 2342.072754
	Iteration 19Q: 3 clusters Score -162989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -162989.109375 Penalty: 2342.072754
	Iteration 20F: 3 clusters Score -162989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -162989.437500 Penalty: 2342.072754
	Iteration 21Q: 3 clusters Score -162989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -162990.312500 Penalty: 2342.072754
	Iteration 22Q: 3 clusters Score -162990.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -162992.906250 Penalty: 2342.072754
	Iteration 23Q: 3 clusters Score -162992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -162993.156250 Penalty: 2342.072754
	Iteration 24Q: 3 clusters Score -162993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -162993.812500 Penalty: 2342.072754
	Iteration 25Q: 3 clusters Score -162993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -162993.859375 Penalty: 2342.072754
	Iteration 26Q: 3 clusters Score -162993.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -162993.953125 Penalty: 2342.072754
	Iteration 27Q: 3 clusters Score -162994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -162993.953125 Penalty: 2342.072754
	Iteration 28F: 3 clusters Score -162994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Entering Unmasked Estep 
Score: -6233449.000000 Penalty: 1753.909668
	Iteration 0F: 2 clusters Score -6233449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -6200788.000000 Penalty: 3507.819336
	Iteration 0F: 3 clusters Score -6200788 nChanged 22953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -6214220.000000 Penalty: 3507.819336
	Iteration 1F: 3 clusters Score -6214220 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -6215185.000000 Penalty: 3507.819336
	Iteration 2Q: 3 clusters Score -6215185 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -6216836.000000 Penalty: 3507.819336
	Iteration 3F: 3 clusters Score -6216836 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -6219308.000000 Penalty: 3507.819336
	Iteration 4F: 3 clusters Score -6219308 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -6222565.000000 Penalty: 3507.819336
	Iteration 5F: 3 clusters Score -6222565 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -6226026.500000 Penalty: 3507.819336
	Iteration 6F: 3 clusters Score -6226026 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -6228744.000000 Penalty: 3507.819336
	Iteration 7F: 3 clusters Score -6228744 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6230391.500000 Penalty: 3507.819336
	Iteration 8Q: 3 clusters Score -6230392 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6231224.500000 Penalty: 3507.819336
	Iteration 9Q: 3 clusters Score -6231224 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6231592.000000 Penalty: 3507.819336
	Iteration 10Q: 3 clusters Score -6231592 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6231741.500000 Penalty: 3507.819336
	Iteration 11Q: 3 clusters Score -6231742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6231826.000000 Penalty: 3507.819336
	Iteration 12Q: 3 clusters Score -6231826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6231862.500000 Penalty: 3507.819336
	Iteration 13Q: 3 clusters Score -6231862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6231891.000000 Penalty: 3507.819336
	Iteration 14Q: 3 clusters Score -6231891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6231909.500000 Penalty: 3507.819336
	Iteration 15Q: 3 clusters Score -6231910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6231921.000000 Penalty: 3507.819336
	Iteration 16Q: 3 clusters Score -6231921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6231931.500000 Penalty: 3507.819336
	Iteration 17Q: 3 clusters Score -6231932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6231940.000000 Penalty: 3507.819336
	Iteration 18Q: 3 clusters Score -6231940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6231945.000000 Penalty: 3507.819336
	Iteration 19Q: 3 clusters Score -6231945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6231940.000000 Penalty: 3507.819336
	Iteration 20F: 3 clusters Score -6231940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6231943.000000 Penalty: 3507.819336
	Iteration 21Q: 3 clusters Score -6231943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6231951.500000 Penalty: 3507.819336
	Iteration 22Q: 3 clusters Score -6231952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6231948.500000 Penalty: 3507.819336
	Iteration 23Q: 3 clusters Score -6231948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6231948.500000 Penalty: 3507.819336
	Iteration 24F: 3 clusters Score -6231948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Entering Unmasked Estep 
Score: -740908.312500 Penalty: 1399.620361
	Iteration 0F: 2 clusters Score -740908.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -736573.750000 Penalty: 2799.240723
	Iteration 0F: 3 clusters Score -736573.8 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -737735.312500 Penalty: 2799.240723
	Iteration 1F: 3 clusters Score -737735.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -737915.375000 Penalty: 2799.240723
	Iteration 2F: 3 clusters Score -737915.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -738036.562500 Penalty: 2799.240723
	Iteration 3F: 3 clusters Score -738036.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -738117.937500 Penalty: 2799.240723
	Iteration 4Q: 3 clusters Score -738117.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -738174.312500 Penalty: 2799.240723
	Iteration 5Q: 3 clusters Score -738174.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -738218.812500 Penalty: 2799.240723
	Iteration 6Q: 3 clusters Score -738218.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -738257.500000 Penalty: 2799.240723
	Iteration 7Q: 3 clusters Score -738257.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -738286.625000 Penalty: 2799.240723
	Iteration 8Q: 3 clusters Score -738286.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -738318.687500 Penalty: 2799.240723
	Iteration 9Q: 3 clusters Score -738318.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -738360.875000 Penalty: 2799.240723
	Iteration 10Q: 3 clusters Score -738360.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -738400.687500 Penalty: 2799.240723
	Iteration 11Q: 3 clusters Score -738400.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -738436.625000 Penalty: 2799.240723
	Iteration 12Q: 3 clusters Score -738436.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -738483.312500 Penalty: 2799.240723
	Iteration 13Q: 3 clusters Score -738483.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -738519.875000 Penalty: 2799.240723
	Iteration 14Q: 3 clusters Score -738519.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -738572.125000 Penalty: 2799.240723
	Iteration 15Q: 3 clusters Score -738572.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -738626.500000 Penalty: 2799.240723
	Iteration 16Q: 3 clusters Score -738626.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -738677.875000 Penalty: 2799.240723
	Iteration 17Q: 3 clusters Score -738677.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -738734.687500 Penalty: 2799.240723
	Iteration 18Q: 3 clusters Score -738734.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -738789.437500 Penalty: 2799.240723
	Iteration 19Q: 3 clusters Score -738789.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -738836.750000 Penalty: 2799.240723
	Iteration 20F: 3 clusters Score -738836.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -738869.625000 Penalty: 2799.240723
	Iteration 21Q: 3 clusters Score -738869.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -738892.437500 Penalty: 2799.240723
	Iteration 22Q: 3 clusters Score -738892.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -738906.687500 Penalty: 2799.240723
	Iteration 23Q: 3 clusters Score -738906.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -738918.312500 Penalty: 2799.240723
	Iteration 24Q: 3 clusters Score -738918.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -738930.312500 Penalty: 2799.240723
	Iteration 25Q: 3 clusters Score -738930.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -738941.250000 Penalty: 2799.240723
	Iteration 26Q: 3 clusters Score -738941.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -738948.125000 Penalty: 2799.240723
	Iteration 27Q: 3 clusters Score -738948.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -738953.312500 Penalty: 2799.240723
	Iteration 28Q: 3 clusters Score -738953.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -738957.625000 Penalty: 2799.240723
	Iteration 29Q: 3 clusters Score -738957.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -738961.312500 Penalty: 2799.240723
	Iteration 30Q: 3 clusters Score -738961.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -738963.750000 Penalty: 2799.240723
	Iteration 31Q: 3 clusters Score -738963.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -738966.312500 Penalty: 2799.240723
	Iteration 32Q: 3 clusters Score -738966.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -738967.125000 Penalty: 2799.240723
	Iteration 33Q: 3 clusters Score -738967.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -738967.312500 Penalty: 2799.240723
	Iteration 34Q: 3 clusters Score -738967.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -738969.187500 Penalty: 2799.240723
	Iteration 35Q: 3 clusters Score -738969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -738968.687500 Penalty: 2799.240723
	Iteration 36Q: 3 clusters Score -738968.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -738967.937500 Penalty: 2799.240723
	Iteration 37Q: 3 clusters Score -738967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -738969.375000 Penalty: 2799.240723
	Iteration 38Q: 3 clusters Score -738969.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -738969.875000 Penalty: 2799.240723
	Iteration 39Q: 3 clusters Score -738969.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -738970.625000 Penalty: 2799.240723
	Iteration 40F: 3 clusters Score -738970.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -738971.437500 Penalty: 2799.240723
	Iteration 41Q: 3 clusters Score -738971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -738972.000000 Penalty: 2799.240723
	Iteration 42Q: 3 clusters Score -738972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -738972.562500 Penalty: 2799.240723
	Iteration 43Q: 3 clusters Score -738972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -738972.687500 Penalty: 2799.240723
	Iteration 44Q: 3 clusters Score -738972.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -738972.687500 Penalty: 2799.240723
	Iteration 45F: 3 clusters Score -738972.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Entering Unmasked Estep 
Score: -3941255.250000 Penalty: 1678.788818
	Iteration 0F: 2 clusters Score -3941255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3920412.250000 Penalty: 3357.577637
	Iteration 0F: 3 clusters Score -3920412 nChanged 14288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3928521.250000 Penalty: 3357.577637
	Iteration 1F: 3 clusters Score -3928521 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3929187.000000 Penalty: 3357.577637
	Iteration 2F: 3 clusters Score -3929187 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -3930203.250000 Penalty: 3357.577637
	Iteration 3F: 3 clusters Score -3930203 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -3931734.000000 Penalty: 3357.577637
	Iteration 4F: 3 clusters Score -3931734 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3933954.250000 Penalty: 3357.577637
	Iteration 5F: 3 clusters Score -3933954 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3936371.000000 Penalty: 3357.577637
	Iteration 6F: 3 clusters Score -3936371 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3938086.250000 Penalty: 3357.577637
	Iteration 7F: 3 clusters Score -3938086 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3939083.000000 Penalty: 3357.577637
	Iteration 8Q: 3 clusters Score -3939083 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3939547.250000 Penalty: 3357.577637
	Iteration 9Q: 3 clusters Score -3939547 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3939751.750000 Penalty: 3357.577637
	Iteration 10Q: 3 clusters Score -3939752 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3939851.250000 Penalty: 3357.577637
	Iteration 11Q: 3 clusters Score -3939851 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3939899.750000 Penalty: 3357.577637
	Iteration 12Q: 3 clusters Score -3939900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3939942.250000 Penalty: 3357.577637
	Iteration 13Q: 3 clusters Score -3939942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3939970.750000 Penalty: 3357.577637
	Iteration 14Q: 3 clusters Score -3939971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3939989.750000 Penalty: 3357.577637
	Iteration 15Q: 3 clusters Score -3939990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3940006.250000 Penalty: 3357.577637
	Iteration 16Q: 3 clusters Score -3940006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3940019.750000 Penalty: 3357.577637
	Iteration 17Q: 3 clusters Score -3940020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3940033.250000 Penalty: 3357.577637
	Iteration 18Q: 3 clusters Score -3940033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3940037.500000 Penalty: 3357.577637
	Iteration 19Q: 3 clusters Score -3940038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3940046.500000 Penalty: 3357.577637
	Iteration 20F: 3 clusters Score -3940046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3940047.750000 Penalty: 3357.577637
	Iteration 21Q: 3 clusters Score -3940048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3940051.750000 Penalty: 3357.577637
	Iteration 22Q: 3 clusters Score -3940052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3940052.750000 Penalty: 3357.577637
	Iteration 23Q: 3 clusters Score -3940053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3940054.250000 Penalty: 3357.577637
	Iteration 24Q: 3 clusters Score -3940054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3940056.750000 Penalty: 3357.577637
	Iteration 25Q: 3 clusters Score -3940057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3940051.500000 Penalty: 3357.577637
	Iteration 26Q: 3 clusters Score -3940052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3940054.500000 Penalty: 3357.577637
	Iteration 27Q: 3 clusters Score -3940054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3940055.750000 Penalty: 3357.577637
	Iteration 28Q: 3 clusters Score -3940056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3940056.750000 Penalty: 3357.577637
	Iteration 29Q: 3 clusters Score -3940057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3940056.500000 Penalty: 3357.577637
	Iteration 30Q: 3 clusters Score -3940056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3940056.750000 Penalty: 3357.577637
	Iteration 31Q: 3 clusters Score -3940057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3940055.000000 Penalty: 3357.577637
	Iteration 32Q: 3 clusters Score -3940055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3940055.000000 Penalty: 3357.577637
	Iteration 33F: 3 clusters Score -3940055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Entering Unmasked Estep 
Score: -572327.437500 Penalty: 1383.000610
	Iteration 0F: 2 clusters Score -572327.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -568370.000000 Penalty: 2766.001221
	Iteration 0F: 3 clusters Score -568370 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -569592.125000 Penalty: 2766.001221
	Iteration 1F: 3 clusters Score -569592.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -569883.875000 Penalty: 2766.001221
	Iteration 2F: 3 clusters Score -569883.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -570085.187500 Penalty: 2766.001221
	Iteration 3F: 3 clusters Score -570085.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -570203.187500 Penalty: 2766.001221
	Iteration 4Q: 3 clusters Score -570203.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -570293.437500 Penalty: 2766.001221
	Iteration 5Q: 3 clusters Score -570293.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -570380.312500 Penalty: 2766.001221
	Iteration 6Q: 3 clusters Score -570380.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -570458.875000 Penalty: 2766.001221
	Iteration 7Q: 3 clusters Score -570458.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -570524.500000 Penalty: 2766.001221
	Iteration 8Q: 3 clusters Score -570524.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -570580.000000 Penalty: 2766.001221
	Iteration 9Q: 3 clusters Score -570580 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -570634.937500 Penalty: 2766.001221
	Iteration 10Q: 3 clusters Score -570634.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -570691.750000 Penalty: 2766.001221
	Iteration 11Q: 3 clusters Score -570691.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -570743.937500 Penalty: 2766.001221
	Iteration 12Q: 3 clusters Score -570743.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -570788.250000 Penalty: 2766.001221
	Iteration 13Q: 3 clusters Score -570788.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -570830.062500 Penalty: 2766.001221
	Iteration 14Q: 3 clusters Score -570830.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -570867.625000 Penalty: 2766.001221
	Iteration 15Q: 3 clusters Score -570867.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -570890.500000 Penalty: 2766.001221
	Iteration 16Q: 3 clusters Score -570890.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -570915.375000 Penalty: 2766.001221
	Iteration 17Q: 3 clusters Score -570915.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -570932.000000 Penalty: 2766.001221
	Iteration 18Q: 3 clusters Score -570932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -570948.812500 Penalty: 2766.001221
	Iteration 19Q: 3 clusters Score -570948.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -570967.750000 Penalty: 2766.001221
	Iteration 20F: 3 clusters Score -570967.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -570983.625000 Penalty: 2766.001221
	Iteration 21Q: 3 clusters Score -570983.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -570997.625000 Penalty: 2766.001221
	Iteration 22Q: 3 clusters Score -570997.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -571009.062500 Penalty: 2766.001221
	Iteration 23Q: 3 clusters Score -571009.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -571023.937500 Penalty: 2766.001221
	Iteration 24Q: 3 clusters Score -571023.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -571043.437500 Penalty: 2766.001221
	Iteration 25Q: 3 clusters Score -571043.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -571059.312500 Penalty: 2766.001221
	Iteration 26Q: 3 clusters Score -571059.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -571075.000000 Penalty: 2766.001221
	Iteration 27Q: 3 clusters Score -571075 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -571095.437500 Penalty: 2766.001221
	Iteration 28Q: 3 clusters Score -571095.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -571107.875000 Penalty: 2766.001221
	Iteration 29Q: 3 clusters Score -571107.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -571124.625000 Penalty: 2766.001221
	Iteration 30Q: 3 clusters Score -571124.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -571149.437500 Penalty: 2766.001221
	Iteration 31Q: 3 clusters Score -571149.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -571165.750000 Penalty: 2766.001221
	Iteration 32Q: 3 clusters Score -571165.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -571175.312500 Penalty: 2766.001221
	Iteration 33Q: 3 clusters Score -571175.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -571182.750000 Penalty: 2766.001221
	Iteration 34Q: 3 clusters Score -571182.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -571189.375000 Penalty: 2766.001221
	Iteration 35Q: 3 clusters Score -571189.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -571196.375000 Penalty: 2766.001221
	Iteration 36Q: 3 clusters Score -571196.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -571202.812500 Penalty: 2766.001221
	Iteration 37Q: 3 clusters Score -571202.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -571208.187500 Penalty: 2766.001221
	Iteration 38Q: 3 clusters Score -571208.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -571212.812500 Penalty: 2766.001221
	Iteration 39Q: 3 clusters Score -571212.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -571218.000000 Penalty: 2766.001221
	Iteration 40F: 3 clusters Score -571218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -571222.812500 Penalty: 2766.001221
	Iteration 41Q: 3 clusters Score -571222.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -571227.187500 Penalty: 2766.001221
	Iteration 42Q: 3 clusters Score -571227.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -571231.312500 Penalty: 2766.001221
	Iteration 43Q: 3 clusters Score -571231.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -571235.375000 Penalty: 2766.001221
	Iteration 44Q: 3 clusters Score -571235.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -571241.500000 Penalty: 2766.001221
	Iteration 45Q: 3 clusters Score -571241.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -571247.375000 Penalty: 2766.001221
	Iteration 46Q: 3 clusters Score -571247.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -571251.187500 Penalty: 2766.001221
	Iteration 47Q: 3 clusters Score -571251.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -571256.437500 Penalty: 2766.001221
	Iteration 48Q: 3 clusters Score -571256.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -571258.125000 Penalty: 2766.001221
	Iteration 49Q: 3 clusters Score -571258.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -571263.500000 Penalty: 2766.001221
	Iteration 50Q: 3 clusters Score -571263.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -571268.062500 Penalty: 2766.001221
	Iteration 51Q: 3 clusters Score -571268.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -571272.062500 Penalty: 2766.001221
	Iteration 52Q: 3 clusters Score -571272.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -571275.750000 Penalty: 2766.001221
	Iteration 53Q: 3 clusters Score -571275.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -571279.187500 Penalty: 2766.001221
	Iteration 54Q: 3 clusters Score -571279.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -571285.562500 Penalty: 2766.001221
	Iteration 55Q: 3 clusters Score -571285.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -571289.812500 Penalty: 2766.001221
	Iteration 56Q: 3 clusters Score -571289.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -571294.375000 Penalty: 2766.001221
	Iteration 57Q: 3 clusters Score -571294.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -571298.437500 Penalty: 2766.001221
	Iteration 58Q: 3 clusters Score -571298.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -571302.812500 Penalty: 2766.001221
	Iteration 59Q: 3 clusters Score -571302.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -571306.437500 Penalty: 2766.001221
	Iteration 60F: 3 clusters Score -571306.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -571306.812500 Penalty: 2766.001221
	Iteration 61Q: 3 clusters Score -571306.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -571308.562500 Penalty: 2766.001221
	Iteration 62Q: 3 clusters Score -571308.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -571310.687500 Penalty: 2766.001221
	Iteration 63Q: 3 clusters Score -571310.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -571310.625000 Penalty: 2766.001221
	Iteration 64Q: 3 clusters Score -571310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -571314.250000 Penalty: 2766.001221
	Iteration 65Q: 3 clusters Score -571314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -571313.500000 Penalty: 2766.001221
	Iteration 66Q: 3 clusters Score -571313.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -571315.375000 Penalty: 2766.001221
	Iteration 67Q: 3 clusters Score -571315.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -571317.187500 Penalty: 2766.001221
	Iteration 68Q: 3 clusters Score -571317.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -571322.562500 Penalty: 2766.001221
	Iteration 69Q: 3 clusters Score -571322.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -571323.062500 Penalty: 2766.001221
	Iteration 70Q: 3 clusters Score -571323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -571324.187500 Penalty: 2766.001221
	Iteration 71Q: 3 clusters Score -571324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -571325.500000 Penalty: 2766.001221
	Iteration 72Q: 3 clusters Score -571325.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -571326.812500 Penalty: 2766.001221
	Iteration 73Q: 3 clusters Score -571326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -571327.875000 Penalty: 2766.001221
	Iteration 74Q: 3 clusters Score -571327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -571328.937500 Penalty: 2766.001221
	Iteration 75Q: 3 clusters Score -571328.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -571329.750000 Penalty: 2766.001221
	Iteration 76Q: 3 clusters Score -571329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -571329.875000 Penalty: 2766.001221
	Iteration 77Q: 3 clusters Score -571329.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -571329.687500 Penalty: 2766.001221
	Iteration 78Q: 3 clusters Score -571329.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -571329.875000 Penalty: 2766.001221
	Iteration 79Q: 3 clusters Score -571329.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -571329.875000 Penalty: 2766.001221
	Iteration 80F: 3 clusters Score -571329.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Entering Unmasked Estep 
Score: -1462112.125000 Penalty: 1521.609009
	Iteration 0F: 2 clusters Score -1462112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1453972.625000 Penalty: 3043.218018
	Iteration 0F: 3 clusters Score -1453973 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1456798.625000 Penalty: 3043.218018
	Iteration 1F: 3 clusters Score -1456799 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1457183.125000 Penalty: 3043.218018
	Iteration 2F: 3 clusters Score -1457183 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1457616.625000 Penalty: 3043.218018
	Iteration 3F: 3 clusters Score -1457617 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1458111.750000 Penalty: 3043.218018
	Iteration 4F: 3 clusters Score -1458112 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1458650.000000 Penalty: 3043.218018
	Iteration 5F: 3 clusters Score -1458650 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1459157.000000 Penalty: 3043.218018
	Iteration 6F: 3 clusters Score -1459157 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1459629.875000 Penalty: 3043.218018
	Iteration 7F: 3 clusters Score -1459630 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1460003.250000 Penalty: 3043.218018
	Iteration 8Q: 3 clusters Score -1460003 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1460271.125000 Penalty: 3043.218018
	Iteration 9Q: 3 clusters Score -1460271 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1460501.500000 Penalty: 3043.218018
	Iteration 10Q: 3 clusters Score -1460502 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1460635.625000 Penalty: 3043.218018
	Iteration 11Q: 3 clusters Score -1460636 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1460735.000000 Penalty: 3043.218018
	Iteration 12Q: 3 clusters Score -1460735 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1460792.750000 Penalty: 3043.218018
	Iteration 13Q: 3 clusters Score -1460793 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1460829.000000 Penalty: 3043.218018
	Iteration 14Q: 3 clusters Score -1460829 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1460863.375000 Penalty: 3043.218018
	Iteration 15Q: 3 clusters Score -1460863 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1460893.875000 Penalty: 3043.218018
	Iteration 16Q: 3 clusters Score -1460894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1460918.000000 Penalty: 3043.218018
	Iteration 17Q: 3 clusters Score -1460918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1460935.000000 Penalty: 3043.218018
	Iteration 18Q: 3 clusters Score -1460935 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1460955.875000 Penalty: 3043.218018
	Iteration 19Q: 3 clusters Score -1460956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1460976.375000 Penalty: 3043.218018
	Iteration 20F: 3 clusters Score -1460976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1460989.375000 Penalty: 3043.218018
	Iteration 21Q: 3 clusters Score -1460989 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1460999.625000 Penalty: 3043.218018
	Iteration 22Q: 3 clusters Score -1461000 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1461014.375000 Penalty: 3043.218018
	Iteration 23Q: 3 clusters Score -1461014 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1461036.875000 Penalty: 3043.218018
	Iteration 24Q: 3 clusters Score -1461037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1461053.250000 Penalty: 3043.218018
	Iteration 25Q: 3 clusters Score -1461053 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1461060.000000 Penalty: 3043.218018
	Iteration 26Q: 3 clusters Score -1461060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1461065.375000 Penalty: 3043.218018
	Iteration 27Q: 3 clusters Score -1461065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1461063.750000 Penalty: 3043.218018
	Iteration 28Q: 3 clusters Score -1461064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1461081.000000 Penalty: 3043.218018
	Iteration 29Q: 3 clusters Score -1461081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1461089.000000 Penalty: 3043.218018
	Iteration 30Q: 3 clusters Score -1461089 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1461104.875000 Penalty: 3043.218018
	Iteration 31Q: 3 clusters Score -1461105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1461129.000000 Penalty: 3043.218018
	Iteration 32Q: 3 clusters Score -1461129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1461151.250000 Penalty: 3043.218018
	Iteration 33Q: 3 clusters Score -1461151 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1461170.750000 Penalty: 3043.218018
	Iteration 34Q: 3 clusters Score -1461171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1461183.000000 Penalty: 3043.218018
	Iteration 35Q: 3 clusters Score -1461183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1461187.875000 Penalty: 3043.218018
	Iteration 36Q: 3 clusters Score -1461188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1461195.625000 Penalty: 3043.218018
	Iteration 37Q: 3 clusters Score -1461196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1461199.000000 Penalty: 3043.218018
	Iteration 38Q: 3 clusters Score -1461199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1461211.000000 Penalty: 3043.218018
	Iteration 39Q: 3 clusters Score -1461211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1461216.500000 Penalty: 3043.218018
	Iteration 40F: 3 clusters Score -1461216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1461218.375000 Penalty: 3043.218018
	Iteration 41Q: 3 clusters Score -1461218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1461224.750000 Penalty: 3043.218018
	Iteration 42Q: 3 clusters Score -1461225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1461229.250000 Penalty: 3043.218018
	Iteration 43Q: 3 clusters Score -1461229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1461235.000000 Penalty: 3043.218018
	Iteration 44Q: 3 clusters Score -1461235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1461235.750000 Penalty: 3043.218018
	Iteration 45Q: 3 clusters Score -1461236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1461242.750000 Penalty: 3043.218018
	Iteration 46Q: 3 clusters Score -1461243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1461248.375000 Penalty: 3043.218018
	Iteration 47Q: 3 clusters Score -1461248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1461249.625000 Penalty: 3043.218018
	Iteration 48Q: 3 clusters Score -1461250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1461248.750000 Penalty: 3043.218018
	Iteration 49Q: 3 clusters Score -1461249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1461250.500000 Penalty: 3043.218018
	Iteration 50Q: 3 clusters Score -1461250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1461249.875000 Penalty: 3043.218018
	Iteration 51Q: 3 clusters Score -1461250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1461251.625000 Penalty: 3043.218018
	Iteration 52Q: 3 clusters Score -1461252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1461256.000000 Penalty: 3043.218018
	Iteration 53Q: 3 clusters Score -1461256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1461258.000000 Penalty: 3043.218018
	Iteration 54Q: 3 clusters Score -1461258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1461256.375000 Penalty: 3043.218018
	Iteration 55Q: 3 clusters Score -1461256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1461259.500000 Penalty: 3043.218018
	Iteration 56Q: 3 clusters Score -1461260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1461260.125000 Penalty: 3043.218018
	Iteration 57Q: 3 clusters Score -1461260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1461258.750000 Penalty: 3043.218018
	Iteration 58Q: 3 clusters Score -1461259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1461258.750000 Penalty: 3043.218018
	Iteration 59F: 3 clusters Score -1461259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -387662.500000 Penalty: 1304.305786
	Iteration 0F: 2 clusters Score -387662.5 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 1516 members 
Entering Unmasked Estep 
Score: -384884.843750 Penalty: 2608.611572
	Iteration 0F: 3 clusters Score -384884.8 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -385586.781250 Penalty: 2608.611572
	Iteration 1F: 3 clusters Score -385586.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -385693.812500 Penalty: 2608.611572
	Iteration 2F: 3 clusters Score -385693.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -385751.218750 Penalty: 2608.611572
	Iteration 3Q: 3 clusters Score -385751.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -385785.093750 Penalty: 2608.611572
	Iteration 4Q: 3 clusters Score -385785.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -385807.750000 Penalty: 2608.611572
	Iteration 5Q: 3 clusters Score -385807.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -385821.093750 Penalty: 2608.611572
	Iteration 6Q: 3 clusters Score -385821.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -385837.218750 Penalty: 2608.611572
	Iteration 7Q: 3 clusters Score -385837.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -385845.781250 Penalty: 2608.611572
	Iteration 8Q: 3 clusters Score -385845.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -385855.093750 Penalty: 2608.611572
	Iteration 9Q: 3 clusters Score -385855.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -385867.843750 Penalty: 2608.611572
	Iteration 10Q: 3 clusters Score -385867.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -385877.656250 Penalty: 2608.611572
	Iteration 11Q: 3 clusters Score -385877.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -385891.031250 Penalty: 2608.611572
	Iteration 12Q: 3 clusters Score -385891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -385902.375000 Penalty: 2608.611572
	Iteration 13Q: 3 clusters Score -385902.4 nChanged 28
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: -385912.468750 Penalty: 2608.611572
	Iteration 14Q: 3 clusters Score -385912.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -385919.062500 Penalty: 2608.611572
	Iteration 15Q: 3 clusters Score -385919.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -385921.750000 Penalty: 2608.611572
	Iteration 16Q: 3 clusters Score -385921.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -385925.125000 Penalty: 2608.611572
	Iteration 17Q: 3 clusters Score -385925.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -385927.531250 Penalty: 2608.611572
	Iteration 18Q: 3 clusters Score -385927.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -385931.406250 Penalty: 2608.611572
	Iteration 19Q: 3 clusters Score -385931.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -385935.875000 Penalty: 2608.611572
	Iteration 20F: 3 clusters Score -385935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -385939.187500 Penalty: 2608.611572
	Iteration 21Q: 3 clusters Score -385939.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -385943.062500 Penalty: 2608.611572
	Iteration 22Q: 3 clusters Score -385943.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -385946.312500 Penalty: 2608.611572
	Iteration 23Q: 3 clusters Score -385946.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -385949.937500 Penalty: 2608.611572
	Iteration 24Q: 3 clusters Score -385949.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -385951.906250 Penalty: 2608.611572
	Iteration 25Q: 3 clusters Score -385951.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -385953.718750 Penalty: 2608.611572
	Iteration 26Q: 3 clusters Score -385953.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -385954.531250 Penalty: 2608.611572
	Iteration 27Q: 3 clusters Score -385954.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -385956.000000 Penalty: 2608.611572
	Iteration 28Q: 3 clusters Score -385956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -385956.593750 Penalty: 2608.611572
	Iteration 29Q: 3 clusters Score -385956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -385957.375000 Penalty: 2608.611572
	Iteration 30Q: 3 clusters Score -385957.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -385957.843750 Penalty: 2608.611572
	Iteration 31Q: 3 clusters Score -385957.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -385958.750000 Penalty: 2608.611572
	Iteration 32Q: 3 clusters Score -385958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -385960.468750 Penalty: 2608.611572
	Iteration 33Q: 3 clusters Score -385960.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -385961.156250 Penalty: 2608.611572
	Iteration 34Q: 3 clusters Score -385961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -385961.843750 Penalty: 2608.611572
	Iteration 35Q: 3 clusters Score -385961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -385962.375000 Penalty: 2608.611572
	Iteration 36Q: 3 clusters Score -385962.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -385963.343750 Penalty: 2608.611572
	Iteration 37Q: 3 clusters Score -385963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -385964.312500 Penalty: 2608.611572
	Iteration 38Q: 3 clusters Score -385964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -385964.875000 Penalty: 2608.611572
	Iteration 39Q: 3 clusters Score -385964.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -385967.343750 Penalty: 2608.611572
	Iteration 40F: 3 clusters Score -385967.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -385968.312500 Penalty: 2608.611572
	Iteration 41Q: 3 clusters Score -385968.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -385969.968750 Penalty: 2608.611572
	Iteration 42Q: 3 clusters Score -385970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -385969.687500 Penalty: 2608.611572
	Iteration 43Q: 3 clusters Score -385969.7 nChanged 2
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: -385969.718750 Penalty: 2608.611572
	Iteration 44Q: 3 clusters Score -385969.7 nChanged 2
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: -385970.687500 Penalty: 2608.611572
	Iteration 45Q: 3 clusters Score -385970.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -385970.906250 Penalty: 2608.611572
	Iteration 46Q: 3 clusters Score -385970.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -385972.031250 Penalty: 2608.611572
	Iteration 47Q: 3 clusters Score -385972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -385973.187500 Penalty: 2608.611572
	Iteration 48Q: 3 clusters Score -385973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -385974.718750 Penalty: 2608.611572
	Iteration 49Q: 3 clusters Score -385974.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -385977.000000 Penalty: 2608.611572
	Iteration 50Q: 3 clusters Score -385977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -385979.468750 Penalty: 2608.611572
	Iteration 51Q: 3 clusters Score -385979.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -385980.875000 Penalty: 2608.611572
	Iteration 52Q: 3 clusters Score -385980.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -385982.000000 Penalty: 2608.611572
	Iteration 53Q: 3 clusters Score -385982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -385982.000000 Penalty: 2608.611572
	Iteration 54F: 3 clusters Score -385982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Entering Unmasked Estep 
Score: -907009.500000 Penalty: 1442.529175
	Iteration 0F: 2 clusters Score -907009.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -901583.562500 Penalty: 2885.058350
	Iteration 0F: 3 clusters Score -901583.6 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -903199.687500 Penalty: 2885.058350
	Iteration 1F: 3 clusters Score -903199.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -903399.875000 Penalty: 2885.058350
	Iteration 2F: 3 clusters Score -903399.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -903550.437500 Penalty: 2885.058350
	Iteration 3Q: 3 clusters Score -903550.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -903695.625000 Penalty: 2885.058350
	Iteration 4Q: 3 clusters Score -903695.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -903845.750000 Penalty: 2885.058350
	Iteration 5Q: 3 clusters Score -903845.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -904007.937500 Penalty: 2885.058350
	Iteration 6Q: 3 clusters Score -904007.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -904185.375000 Penalty: 2885.058350
	Iteration 7Q: 3 clusters Score -904185.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -904370.562500 Penalty: 2885.058350
	Iteration 8Q: 3 clusters Score -904370.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -904537.437500 Penalty: 2885.058350
	Iteration 9Q: 3 clusters Score -904537.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -904660.437500 Penalty: 2885.058350
	Iteration 10Q: 3 clusters Score -904660.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -904792.437500 Penalty: 2885.058350
	Iteration 11Q: 3 clusters Score -904792.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -904916.375000 Penalty: 2885.058350
	Iteration 12Q: 3 clusters Score -904916.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -905022.937500 Penalty: 2885.058350
	Iteration 13Q: 3 clusters Score -905022.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -905115.687500 Penalty: 2885.058350
	Iteration 14Q: 3 clusters Score -905115.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -905210.375000 Penalty: 2885.058350
	Iteration 15Q: 3 clusters Score -905210.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -905308.250000 Penalty: 2885.058350
	Iteration 16Q: 3 clusters Score -905308.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -905397.187500 Penalty: 2885.058350
	Iteration 17Q: 3 clusters Score -905397.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -905495.750000 Penalty: 2885.058350
	Iteration 18Q: 3 clusters Score -905495.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -905562.437500 Penalty: 2885.058350
	Iteration 19Q: 3 clusters Score -905562.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -905604.750000 Penalty: 2885.058350
	Iteration 20F: 3 clusters Score -905604.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -905644.000000 Penalty: 2885.058350
	Iteration 21Q: 3 clusters Score -905644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -905675.625000 Penalty: 2885.058350
	Iteration 22Q: 3 clusters Score -905675.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -905697.062500 Penalty: 2885.058350
	Iteration 23Q: 3 clusters Score -905697.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -905716.312500 Penalty: 2885.058350
	Iteration 24Q: 3 clusters Score -905716.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -905730.937500 Penalty: 2885.058350
	Iteration 25Q: 3 clusters Score -905730.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -905740.125000 Penalty: 2885.058350
	Iteration 26Q: 3 clusters Score -905740.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -905743.750000 Penalty: 2885.058350
	Iteration 27Q: 3 clusters Score -905743.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -905747.750000 Penalty: 2885.058350
	Iteration 28Q: 3 clusters Score -905747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -905751.500000 Penalty: 2885.058350
	Iteration 29Q: 3 clusters Score -905751.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -905753.625000 Penalty: 2885.058350
	Iteration 30Q: 3 clusters Score -905753.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -905759.687500 Penalty: 2885.058350
	Iteration 31Q: 3 clusters Score -905759.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -905762.812500 Penalty: 2885.058350
	Iteration 32Q: 3 clusters Score -905762.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -905768.375000 Penalty: 2885.058350
	Iteration 33Q: 3 clusters Score -905768.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -905775.250000 Penalty: 2885.058350
	Iteration 34Q: 3 clusters Score -905775.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -905778.875000 Penalty: 2885.058350
	Iteration 35Q: 3 clusters Score -905778.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -905781.875000 Penalty: 2885.058350
	Iteration 36Q: 3 clusters Score -905781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -905783.687500 Penalty: 2885.058350
	Iteration 37Q: 3 clusters Score -905783.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -905787.062500 Penalty: 2885.058350
	Iteration 38Q: 3 clusters Score -905787.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -905787.687500 Penalty: 2885.058350
	Iteration 39Q: 3 clusters Score -905787.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -905789.062500 Penalty: 2885.058350
	Iteration 40F: 3 clusters Score -905789.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Entering Unmasked Estep 
Score: -767657.062500 Penalty: 1415.743408
	Iteration 0F: 2 clusters Score -767657.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -763036.437500 Penalty: 2831.486816
	Iteration 0F: 3 clusters Score -763036.4 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -764456.812500 Penalty: 2831.486816
	Iteration 1F: 3 clusters Score -764456.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -764675.562500 Penalty: 2831.486816
	Iteration 2F: 3 clusters Score -764675.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -764840.312500 Penalty: 2831.486816
	Iteration 3F: 3 clusters Score -764840.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -764956.062500 Penalty: 2831.486816
	Iteration 4Q: 3 clusters Score -764956.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -765040.937500 Penalty: 2831.486816
	Iteration 5Q: 3 clusters Score -765040.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -765132.812500 Penalty: 2831.486816
	Iteration 6Q: 3 clusters Score -765132.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -765228.312500 Penalty: 2831.486816
	Iteration 7Q: 3 clusters Score -765228.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -765320.375000 Penalty: 2831.486816
	Iteration 8Q: 3 clusters Score -765320.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -765423.937500 Penalty: 2831.486816
	Iteration 9Q: 3 clusters Score -765423.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -765538.750000 Penalty: 2831.486816
	Iteration 10Q: 3 clusters Score -765538.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -765663.875000 Penalty: 2831.486816
	Iteration 11Q: 3 clusters Score -765663.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -765805.375000 Penalty: 2831.486816
	Iteration 12Q: 3 clusters Score -765805.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -765965.062500 Penalty: 2831.486816
	Iteration 13Q: 3 clusters Score -765965.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -766142.875000 Penalty: 2831.486816
	Iteration 14Q: 3 clusters Score -766142.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -766346.687500 Penalty: 2831.486816
	Iteration 15Q: 3 clusters Score -766346.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -766540.000000 Penalty: 2831.486816
	Iteration 16Q: 3 clusters Score -766540 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -766665.250000 Penalty: 2831.486816
	Iteration 17Q: 3 clusters Score -766665.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -766768.375000 Penalty: 2831.486816
	Iteration 18Q: 3 clusters Score -766768.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -766818.437500 Penalty: 2831.486816
	Iteration 19Q: 3 clusters Score -766818.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -766848.062500 Penalty: 2831.486816
	Iteration 20F: 3 clusters Score -766848.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -766864.062500 Penalty: 2831.486816
	Iteration 21Q: 3 clusters Score -766864.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -766869.125000 Penalty: 2831.486816
	Iteration 22Q: 3 clusters Score -766869.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -766877.187500 Penalty: 2831.486816
	Iteration 23Q: 3 clusters Score -766877.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -766884.500000 Penalty: 2831.486816
	Iteration 24Q: 3 clusters Score -766884.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -766891.375000 Penalty: 2831.486816
	Iteration 25Q: 3 clusters Score -766891.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -766898.375000 Penalty: 2831.486816
	Iteration 26Q: 3 clusters Score -766898.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -766897.437500 Penalty: 2831.486816
	Iteration 27Q: 3 clusters Score -766897.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -766897.437500 Penalty: 2831.486816
	Iteration 28Q: 3 clusters Score -766897.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -766898.562500 Penalty: 2831.486816
	Iteration 29Q: 3 clusters Score -766898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -766899.500000 Penalty: 2831.486816
	Iteration 30Q: 3 clusters Score -766899.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -766901.562500 Penalty: 2831.486816
	Iteration 31Q: 3 clusters Score -766901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -766902.500000 Penalty: 2831.486816
	Iteration 32Q: 3 clusters Score -766902.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -766903.937500 Penalty: 2831.486816
	Iteration 33Q: 3 clusters Score -766903.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -766903.937500 Penalty: 2831.486816
	Iteration 34F: 3 clusters Score -766903.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Entering Unmasked Estep 
Score: -2780847.750000 Penalty: 1626.275269
	Iteration 0F: 2 clusters Score -2780848 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 11204 members 
Entering Unmasked Estep 
Score: -2765911.500000 Penalty: 3252.550537
	Iteration 0F: 3 clusters Score -2765912 nChanged 9991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2771379.000000 Penalty: 3252.550537
	Iteration 1F: 3 clusters Score -2771379 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2771745.750000 Penalty: 3252.550537
	Iteration 2Q: 3 clusters Score -2771746 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2772054.750000 Penalty: 3252.550537
	Iteration 3Q: 3 clusters Score -2772055 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2772411.750000 Penalty: 3252.550537
	Iteration 4Q: 3 clusters Score -2772412 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2772844.500000 Penalty: 3252.550537
	Iteration 5Q: 3 clusters Score -2772844 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2773412.250000 Penalty: 3252.550537
	Iteration 6Q: 3 clusters Score -2773412 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2774172.750000 Penalty: 3252.550537
	Iteration 7F: 3 clusters Score -2774173 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2775054.750000 Penalty: 3252.550537
	Iteration 8F: 3 clusters Score -2775055 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2775886.750000 Penalty: 3252.550537
	Iteration 9F: 3 clusters Score -2775887 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2776632.250000 Penalty: 3252.550537
	Iteration 10Q: 3 clusters Score -2776632 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2777331.250000 Penalty: 3252.550537
	Iteration 11Q: 3 clusters Score -2777331 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2777913.750000 Penalty: 3252.550537
	Iteration 12Q: 3 clusters Score -2777914 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2778319.250000 Penalty: 3252.550537
	Iteration 13Q: 3 clusters Score -2778319 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2778589.750000 Penalty: 3252.550537
	Iteration 14Q: 3 clusters Score -2778590 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2778782.750000 Penalty: 3252.550537
	Iteration 15Q: 3 clusters Score -2778783 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2778924.000000 Penalty: 3252.550537
	Iteration 16Q: 3 clusters Score -2778924 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2779036.250000 Penalty: 3252.550537
	Iteration 17Q: 3 clusters Score -2779036 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2779138.750000 Penalty: 3252.550537
	Iteration 18Q: 3 clusters Score -2779139 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2779225.250000 Penalty: 3252.550537
	Iteration 19Q: 3 clusters Score -2779225 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -2779288.500000 Penalty: 3252.550537
	Iteration 20F: 3 clusters Score -2779288 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2779330.250000 Penalty: 3252.550537
	Iteration 21Q: 3 clusters Score -2779330 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2779362.500000 Penalty: 3252.550537
	Iteration 22Q: 3 clusters Score -2779362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2779390.000000 Penalty: 3252.550537
	Iteration 23Q: 3 clusters Score -2779390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2779411.000000 Penalty: 3252.550537
	Iteration 24Q: 3 clusters Score -2779411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2779426.500000 Penalty: 3252.550537
	Iteration 25Q: 3 clusters Score -2779426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2779430.000000 Penalty: 3252.550537
	Iteration 26Q: 3 clusters Score -2779430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -2779439.000000 Penalty: 3252.550537
	Iteration 27Q: 3 clusters Score -2779439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2779439.000000 Penalty: 3252.550537
	Iteration 28Q: 3 clusters Score -2779439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2779440.500000 Penalty: 3252.550537
	Iteration 29Q: 3 clusters Score -2779440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2779438.250000 Penalty: 3252.550537
	Iteration 30Q: 3 clusters Score -2779438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2779440.250000 Penalty: 3252.550537
	Iteration 31Q: 3 clusters Score -2779440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -2779443.750000 Penalty: 3252.550537
	Iteration 32Q: 3 clusters Score -2779444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2779446.750000 Penalty: 3252.550537
	Iteration 33Q: 3 clusters Score -2779447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2779451.250000 Penalty: 3252.550537
	Iteration 34Q: 3 clusters Score -2779451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2779460.500000 Penalty: 3252.550537
	Iteration 35Q: 3 clusters Score -2779460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2779461.250000 Penalty: 3252.550537
	Iteration 36Q: 3 clusters Score -2779461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2779466.000000 Penalty: 3252.550537
	Iteration 37Q: 3 clusters Score -2779466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2779467.250000 Penalty: 3252.550537
	Iteration 38Q: 3 clusters Score -2779467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -2779474.500000 Penalty: 3252.550537
	Iteration 39Q: 3 clusters Score -2779474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2779476.250000 Penalty: 3252.550537
	Iteration 40F: 3 clusters Score -2779476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2779479.250000 Penalty: 3252.550537
	Iteration 41Q: 3 clusters Score -2779479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2779480.750000 Penalty: 3252.550537
	Iteration 42Q: 3 clusters Score -2779481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -2779482.500000 Penalty: 3252.550537
	Iteration 43Q: 3 clusters Score -2779482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -2779487.000000 Penalty: 3252.550537
	Iteration 44Q: 3 clusters Score -2779487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2779487.750000 Penalty: 3252.550537
	Iteration 45Q: 3 clusters Score -2779488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2779488.250000 Penalty: 3252.550537
	Iteration 46Q: 3 clusters Score -2779488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2779493.250000 Penalty: 3252.550537
	Iteration 47Q: 3 clusters Score -2779493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2779491.000000 Penalty: 3252.550537
	Iteration 48Q: 3 clusters Score -2779491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2779489.500000 Penalty: 3252.550537
	Iteration 49Q: 3 clusters Score -2779490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2779493.000000 Penalty: 3252.550537
	Iteration 50Q: 3 clusters Score -2779493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -2779492.750000 Penalty: 3252.550537
	Iteration 51Q: 3 clusters Score -2779493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2779495.750000 Penalty: 3252.550537
	Iteration 52Q: 3 clusters Score -2779496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2779495.750000 Penalty: 3252.550537
	Iteration 53F: 3 clusters Score -2779496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Entering Unmasked Estep 
Score: -4220469.500000 Penalty: 1702.055054
	Iteration 0F: 2 clusters Score -4220470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -4196655.000000 Penalty: 3404.110107
	Iteration 0F: 3 clusters Score -4196655 nChanged 16531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -4206108.500000 Penalty: 3404.110107
	Iteration 1F: 3 clusters Score -4206108 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -4206857.000000 Penalty: 3404.110107
	Iteration 2F: 3 clusters Score -4206857 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -4207752.500000 Penalty: 3404.110107
	Iteration 3F: 3 clusters Score -4207752 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -4208749.000000 Penalty: 3404.110107
	Iteration 4F: 3 clusters Score -4208749 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4209878.000000 Penalty: 3404.110107
	Iteration 5F: 3 clusters Score -4209878 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4211019.500000 Penalty: 3404.110107
	Iteration 6F: 3 clusters Score -4211020 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -4212111.500000 Penalty: 3404.110107
	Iteration 7F: 3 clusters Score -4212112 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -4213073.500000 Penalty: 3404.110107
	Iteration 8Q: 3 clusters Score -4213074 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -4213983.500000 Penalty: 3404.110107
	Iteration 9Q: 3 clusters Score -4213984 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -4214690.000000 Penalty: 3404.110107
	Iteration 10Q: 3 clusters Score -4214690 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -4215272.000000 Penalty: 3404.110107
	Iteration 11Q: 3 clusters Score -4215272 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -4215737.500000 Penalty: 3404.110107
	Iteration 12Q: 3 clusters Score -4215738 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -4216064.500000 Penalty: 3404.110107
	Iteration 13Q: 3 clusters Score -4216064 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -4216339.500000 Penalty: 3404.110107
	Iteration 14Q: 3 clusters Score -4216340 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -4216618.000000 Penalty: 3404.110107
	Iteration 15Q: 3 clusters Score -4216618 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -4216880.500000 Penalty: 3404.110107
	Iteration 16Q: 3 clusters Score -4216880 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -4217151.000000 Penalty: 3404.110107
	Iteration 17Q: 3 clusters Score -4217151 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -4217397.000000 Penalty: 3404.110107
	Iteration 18Q: 3 clusters Score -4217397 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -4217603.500000 Penalty: 3404.110107
	Iteration 19Q: 3 clusters Score -4217604 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -4217807.000000 Penalty: 3404.110107
	Iteration 20F: 3 clusters Score -4217807 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -4217983.500000 Penalty: 3404.110107
	Iteration 21Q: 3 clusters Score -4217984 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -4218129.000000 Penalty: 3404.110107
	Iteration 22Q: 3 clusters Score -4218129 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -4218305.500000 Penalty: 3404.110107
	Iteration 23Q: 3 clusters Score -4218306 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -4218458.000000 Penalty: 3404.110107
	Iteration 24Q: 3 clusters Score -4218458 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -4218589.500000 Penalty: 3404.110107
	Iteration 25Q: 3 clusters Score -4218590 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -4218722.500000 Penalty: 3404.110107
	Iteration 26Q: 3 clusters Score -4218722 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -4218840.500000 Penalty: 3404.110107
	Iteration 27Q: 3 clusters Score -4218840 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -4218945.000000 Penalty: 3404.110107
	Iteration 28Q: 3 clusters Score -4218945 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -4219051.000000 Penalty: 3404.110107
	Iteration 29Q: 3 clusters Score -4219051 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -4219111.000000 Penalty: 3404.110107
	Iteration 30Q: 3 clusters Score -4219111 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -4219172.500000 Penalty: 3404.110107
	Iteration 31Q: 3 clusters Score -4219172 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4219234.500000 Penalty: 3404.110107
	Iteration 32Q: 3 clusters Score -4219234 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -4219281.500000 Penalty: 3404.110107
	Iteration 33Q: 3 clusters Score -4219282 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -4219336.500000 Penalty: 3404.110107
	Iteration 34Q: 3 clusters Score -4219336 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -4219369.000000 Penalty: 3404.110107
	Iteration 35Q: 3 clusters Score -4219369 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -4219394.500000 Penalty: 3404.110107
	Iteration 36Q: 3 clusters Score -4219394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -4219431.000000 Penalty: 3404.110107
	Iteration 37Q: 3 clusters Score -4219431 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -4219459.500000 Penalty: 3404.110107
	Iteration 38Q: 3 clusters Score -4219460 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4219487.000000 Penalty: 3404.110107
	Iteration 39Q: 3 clusters Score -4219487 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -4219498.000000 Penalty: 3404.110107
	Iteration 40F: 3 clusters Score -4219498 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -4219516.500000 Penalty: 3404.110107
	Iteration 41Q: 3 clusters Score -4219516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -4219528.000000 Penalty: 3404.110107
	Iteration 42Q: 3 clusters Score -4219528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -4219533.500000 Penalty: 3404.110107
	Iteration 43Q: 3 clusters Score -4219534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4219545.500000 Penalty: 3404.110107
	Iteration 44Q: 3 clusters Score -4219546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -4219549.500000 Penalty: 3404.110107
	Iteration 45Q: 3 clusters Score -4219550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -4219558.000000 Penalty: 3404.110107
	Iteration 46Q: 3 clusters Score -4219558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -4219568.000000 Penalty: 3404.110107
	Iteration 47Q: 3 clusters Score -4219568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -4219570.500000 Penalty: 3404.110107
	Iteration 48Q: 3 clusters Score -4219570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -4219573.000000 Penalty: 3404.110107
	Iteration 49Q: 3 clusters Score -4219573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -4219580.500000 Penalty: 3404.110107
	Iteration 50Q: 3 clusters Score -4219580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -4219582.500000 Penalty: 3404.110107
	Iteration 51Q: 3 clusters Score -4219582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -4219584.000000 Penalty: 3404.110107
	Iteration 52Q: 3 clusters Score -4219584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -4219581.500000 Penalty: 3404.110107
	Iteration 53Q: 3 clusters Score -4219582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -4219584.000000 Penalty: 3404.110107
	Iteration 54Q: 3 clusters Score -4219584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -4219586.500000 Penalty: 3404.110107
	Iteration 55Q: 3 clusters Score -4219586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -4219585.000000 Penalty: 3404.110107
	Iteration 56Q: 3 clusters Score -4219585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -4219588.500000 Penalty: 3404.110107
	Iteration 57Q: 3 clusters Score -4219588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -4219591.000000 Penalty: 3404.110107
	Iteration 58Q: 3 clusters Score -4219591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -4219593.000000 Penalty: 3404.110107
	Iteration 59Q: 3 clusters Score -4219593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -4219603.000000 Penalty: 3404.110107
	Iteration 60F: 3 clusters Score -4219603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -4219602.000000 Penalty: 3404.110107
	Iteration 61Q: 3 clusters Score -4219602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -4219601.000000 Penalty: 3404.110107
	Iteration 62Q: 3 clusters Score -4219601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -4219599.000000 Penalty: 3404.110107
	Iteration 63Q: 3 clusters Score -4219599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -4219599.000000 Penalty: 3404.110107
	Iteration 64Q: 3 clusters Score -4219599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4219601.500000 Penalty: 3404.110107
	Iteration 65Q: 3 clusters Score -4219602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4219601.500000 Penalty: 3404.110107
	Iteration 66F: 3 clusters Score -4219602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -643907.250000 Penalty: 1393.635254
	Iteration 0F: 2 clusters Score -643907.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -639779.187500 Penalty: 2787.270508
	Iteration 0F: 3 clusters Score -639779.2 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -641000.687500 Penalty: 2787.270508
	Iteration 1F: 3 clusters Score -641000.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -641286.937500 Penalty: 2787.270508
	Iteration 2F: 3 clusters Score -641286.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -641585.875000 Penalty: 2787.270508
	Iteration 3F: 3 clusters Score -641585.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -641919.937500 Penalty: 2787.270508
	Iteration 4F: 3 clusters Score -641919.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -642247.750000 Penalty: 2787.270508
	Iteration 5F: 3 clusters Score -642247.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -642537.375000 Penalty: 2787.270508
	Iteration 6F: 3 clusters Score -642537.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -642748.437500 Penalty: 2787.270508
	Iteration 7Q: 3 clusters Score -642748.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -642859.312500 Penalty: 2787.270508
	Iteration 8Q: 3 clusters Score -642859.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -642912.437500 Penalty: 2787.270508
	Iteration 9Q: 3 clusters Score -642912.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -642941.000000 Penalty: 2787.270508
	Iteration 10Q: 3 clusters Score -642941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -642962.625000 Penalty: 2787.270508
	Iteration 11Q: 3 clusters Score -642962.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -642982.937500 Penalty: 2787.270508
	Iteration 12Q: 3 clusters Score -642982.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -643001.937500 Penalty: 2787.270508
	Iteration 13Q: 3 clusters Score -643001.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -643008.625000 Penalty: 2787.270508
	Iteration 14Q: 3 clusters Score -643008.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -643012.937500 Penalty: 2787.270508
	Iteration 15Q: 3 clusters Score -643012.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -643019.812500 Penalty: 2787.270508
	Iteration 16Q: 3 clusters Score -643019.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -643024.312500 Penalty: 2787.270508
	Iteration 17Q: 3 clusters Score -643024.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -643029.000000 Penalty: 2787.270508
	Iteration 18Q: 3 clusters Score -643029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -643030.125000 Penalty: 2787.270508
	Iteration 19Q: 3 clusters Score -643030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -643030.062500 Penalty: 2787.270508
	Iteration 20F: 3 clusters Score -643030.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -46575.355469 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -46575.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45649.699219 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -45649.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45892.644531 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -45892.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46085.417969 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -46085.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -46205.843750 Penalty: 1995.462402
	Iteration 3F: 3 clusters Score -46205.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -46272.644531 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -46272.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -46365.234375 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -46365.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -46397.605469 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -46397.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -46402.218750 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -46402.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -46404.523438 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -46404.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -46404.523438 Penalty: 1995.462402
	Iteration 9F: 3 clusters Score -46404.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Entering Unmasked Estep 
Score: -6143549.500000 Penalty: 1750.387695
	Iteration 0F: 2 clusters Score -6143550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -6111724.000000 Penalty: 3500.775391
	Iteration 0F: 3 clusters Score -6111724 nChanged 22284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -6124285.500000 Penalty: 3500.775391
	Iteration 1F: 3 clusters Score -6124286 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -6124799.500000 Penalty: 3500.775391
	Iteration 2Q: 3 clusters Score -6124800 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -6125306.500000 Penalty: 3500.775391
	Iteration 3Q: 3 clusters Score -6125306 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -6125918.000000 Penalty: 3500.775391
	Iteration 4Q: 3 clusters Score -6125918 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -6126825.500000 Penalty: 3500.775391
	Iteration 5Q: 3 clusters Score -6126826 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -6127981.500000 Penalty: 3500.775391
	Iteration 6F: 3 clusters Score -6127982 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -6129616.000000 Penalty: 3500.775391
	Iteration 7F: 3 clusters Score -6129616 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -6131694.000000 Penalty: 3500.775391
	Iteration 8F: 3 clusters Score -6131694 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -6134129.000000 Penalty: 3500.775391
	Iteration 9F: 3 clusters Score -6134129 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -6136319.500000 Penalty: 3500.775391
	Iteration 10F: 3 clusters Score -6136320 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -6138036.000000 Penalty: 3500.775391
	Iteration 11Q: 3 clusters Score -6138036 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -6139086.500000 Penalty: 3500.775391
	Iteration 12Q: 3 clusters Score -6139086 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -6139684.500000 Penalty: 3500.775391
	Iteration 13Q: 3 clusters Score -6139684 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -6140157.000000 Penalty: 3500.775391
	Iteration 14Q: 3 clusters Score -6140157 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -6140491.500000 Penalty: 3500.775391
	Iteration 15Q: 3 clusters Score -6140492 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -6140743.000000 Penalty: 3500.775391
	Iteration 16Q: 3 clusters Score -6140743 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -6140958.000000 Penalty: 3500.775391
	Iteration 17Q: 3 clusters Score -6140958 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -6141153.500000 Penalty: 3500.775391
	Iteration 18Q: 3 clusters Score -6141154 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -6141287.500000 Penalty: 3500.775391
	Iteration 19Q: 3 clusters Score -6141288 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -6141384.000000 Penalty: 3500.775391
	Iteration 20F: 3 clusters Score -6141384 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -6141455.000000 Penalty: 3500.775391
	Iteration 21Q: 3 clusters Score -6141455 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -6141528.000000 Penalty: 3500.775391
	Iteration 22Q: 3 clusters Score -6141528 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -6141608.500000 Penalty: 3500.775391
	Iteration 23Q: 3 clusters Score -6141608 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -6141654.000000 Penalty: 3500.775391
	Iteration 24Q: 3 clusters Score -6141654 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -6141687.500000 Penalty: 3500.775391
	Iteration 25Q: 3 clusters Score -6141688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -6141740.500000 Penalty: 3500.775391
	Iteration 26Q: 3 clusters Score -6141740 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -6141772.000000 Penalty: 3500.775391
	Iteration 27Q: 3 clusters Score -6141772 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -6141809.000000 Penalty: 3500.775391
	Iteration 28Q: 3 clusters Score -6141809 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -6141810.000000 Penalty: 3500.775391
	Iteration 29Q: 3 clusters Score -6141810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -6141840.000000 Penalty: 3500.775391
	Iteration 30Q: 3 clusters Score -6141840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -6141850.000000 Penalty: 3500.775391
	Iteration 31Q: 3 clusters Score -6141850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -6141860.000000 Penalty: 3500.775391
	Iteration 32Q: 3 clusters Score -6141860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -6141880.500000 Penalty: 3500.775391
	Iteration 33Q: 3 clusters Score -6141880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -6141888.000000 Penalty: 3500.775391
	Iteration 34Q: 3 clusters Score -6141888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -6141905.000000 Penalty: 3500.775391
	Iteration 35Q: 3 clusters Score -6141905 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -6141913.000000 Penalty: 3500.775391
	Iteration 36Q: 3 clusters Score -6141913 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -6141940.000000 Penalty: 3500.775391
	Iteration 37Q: 3 clusters Score -6141940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -6141941.500000 Penalty: 3500.775391
	Iteration 38Q: 3 clusters Score -6141942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -6141953.000000 Penalty: 3500.775391
	Iteration 39Q: 3 clusters Score -6141953 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -6141959.500000 Penalty: 3500.775391
	Iteration 40F: 3 clusters Score -6141960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -6141985.500000 Penalty: 3500.775391
	Iteration 41Q: 3 clusters Score -6141986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -6141983.000000 Penalty: 3500.775391
	Iteration 42Q: 3 clusters Score -6141983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -6141988.500000 Penalty: 3500.775391
	Iteration 43Q: 3 clusters Score -6141988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -6141997.000000 Penalty: 3500.775391
	Iteration 44Q: 3 clusters Score -6141997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -6141998.500000 Penalty: 3500.775391
	Iteration 45Q: 3 clusters Score -6141998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -6142003.500000 Penalty: 3500.775391
	Iteration 46Q: 3 clusters Score -6142004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -6142008.500000 Penalty: 3500.775391
	Iteration 47Q: 3 clusters Score -6142008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -6142010.000000 Penalty: 3500.775391
	Iteration 48Q: 3 clusters Score -6142010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -6142015.500000 Penalty: 3500.775391
	Iteration 49Q: 3 clusters Score -6142016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -6142016.000000 Penalty: 3500.775391
	Iteration 50Q: 3 clusters Score -6142016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -6142018.500000 Penalty: 3500.775391
	Iteration 51Q: 3 clusters Score -6142018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -6142015.500000 Penalty: 3500.775391
	Iteration 52Q: 3 clusters Score -6142016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -6142028.000000 Penalty: 3500.775391
	Iteration 53Q: 3 clusters Score -6142028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -6142022.000000 Penalty: 3500.775391
	Iteration 54Q: 3 clusters Score -6142022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -6142020.500000 Penalty: 3500.775391
	Iteration 55Q: 3 clusters Score -6142020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -6142022.500000 Penalty: 3500.775391
	Iteration 56Q: 3 clusters Score -6142022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -6142027.000000 Penalty: 3500.775391
	Iteration 57Q: 3 clusters Score -6142027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -6142036.500000 Penalty: 3500.775391
	Iteration 58Q: 3 clusters Score -6142036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -6142043.000000 Penalty: 3500.775391
	Iteration 59Q: 3 clusters Score -6142043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -6142044.000000 Penalty: 3500.775391
	Iteration 60F: 3 clusters Score -6142044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -6142048.500000 Penalty: 3500.775391
	Iteration 61Q: 3 clusters Score -6142048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -6142048.000000 Penalty: 3500.775391
	Iteration 62Q: 3 clusters Score -6142048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -6142049.500000 Penalty: 3500.775391
	Iteration 63Q: 3 clusters Score -6142050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -6142048.500000 Penalty: 3500.775391
	Iteration 64Q: 3 clusters Score -6142048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -6142046.500000 Penalty: 3500.775391
	Iteration 65Q: 3 clusters Score -6142046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -6142053.500000 Penalty: 3500.775391
	Iteration 66Q: 3 clusters Score -6142054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -6142044.000000 Penalty: 3500.775391
	Iteration 67Q: 3 clusters Score -6142044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -6142041.000000 Penalty: 3500.775391
	Iteration 68Q: 3 clusters Score -6142041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -6142043.500000 Penalty: 3500.775391
	Iteration 69Q: 3 clusters Score -6142044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -6142043.500000 Penalty: 3500.775391
	Iteration 70Q: 3 clusters Score -6142044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -6142043.000000 Penalty: 3500.775391
	Iteration 71Q: 3 clusters Score -6142043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -6142047.500000 Penalty: 3500.775391
	Iteration 72Q: 3 clusters Score -6142048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -6142052.000000 Penalty: 3500.775391
	Iteration 73Q: 3 clusters Score -6142052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -6142057.500000 Penalty: 3500.775391
	Iteration 74Q: 3 clusters Score -6142058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -6142063.000000 Penalty: 3500.775391
	Iteration 75Q: 3 clusters Score -6142063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -6142063.000000 Penalty: 3500.775391
	Iteration 76F: 3 clusters Score -6142063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Entering Unmasked Estep 
Score: -6102781.500000 Penalty: 1752.374023
	Iteration 0F: 2 clusters Score -6102782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -6070315.000000 Penalty: 3504.748047
	Iteration 0F: 3 clusters Score -6070315 nChanged 22857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -6083182.000000 Penalty: 3504.748047
	Iteration 1F: 3 clusters Score -6083182 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -6083777.500000 Penalty: 3504.748047
	Iteration 2Q: 3 clusters Score -6083778 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -6084633.500000 Penalty: 3504.748047
	Iteration 3Q: 3 clusters Score -6084634 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -6085934.500000 Penalty: 3504.748047
	Iteration 4F: 3 clusters Score -6085934 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -6087733.000000 Penalty: 3504.748047
	Iteration 5F: 3 clusters Score -6087733 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -6090110.500000 Penalty: 3504.748047
	Iteration 6F: 3 clusters Score -6090110 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -6092652.500000 Penalty: 3504.748047
	Iteration 7F: 3 clusters Score -6092652 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -6095025.500000 Penalty: 3504.748047
	Iteration 8F: 3 clusters Score -6095026 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -6096753.000000 Penalty: 3504.748047
	Iteration 9Q: 3 clusters Score -6096753 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -6098055.500000 Penalty: 3504.748047
	Iteration 10Q: 3 clusters Score -6098056 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -6099060.500000 Penalty: 3504.748047
	Iteration 11Q: 3 clusters Score -6099060 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -6099798.000000 Penalty: 3504.748047
	Iteration 12Q: 3 clusters Score -6099798 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6100348.000000 Penalty: 3504.748047
	Iteration 13Q: 3 clusters Score -6100348 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6100709.500000 Penalty: 3504.748047
	Iteration 14Q: 3 clusters Score -6100710 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6100922.500000 Penalty: 3504.748047
	Iteration 15Q: 3 clusters Score -6100922 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6101045.000000 Penalty: 3504.748047
	Iteration 16Q: 3 clusters Score -6101045 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6101146.000000 Penalty: 3504.748047
	Iteration 17Q: 3 clusters Score -6101146 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6101211.500000 Penalty: 3504.748047
	Iteration 18Q: 3 clusters Score -6101212 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6101248.500000 Penalty: 3504.748047
	Iteration 19Q: 3 clusters Score -6101248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6101257.500000 Penalty: 3504.748047
	Iteration 20F: 3 clusters Score -6101258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6101283.500000 Penalty: 3504.748047
	Iteration 21Q: 3 clusters Score -6101284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6101298.000000 Penalty: 3504.748047
	Iteration 22Q: 3 clusters Score -6101298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6101311.000000 Penalty: 3504.748047
	Iteration 23Q: 3 clusters Score -6101311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6101330.000000 Penalty: 3504.748047
	Iteration 24Q: 3 clusters Score -6101330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6101336.000000 Penalty: 3504.748047
	Iteration 25Q: 3 clusters Score -6101336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6101342.000000 Penalty: 3504.748047
	Iteration 26Q: 3 clusters Score -6101342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6101344.500000 Penalty: 3504.748047
	Iteration 27Q: 3 clusters Score -6101344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6101350.500000 Penalty: 3504.748047
	Iteration 28Q: 3 clusters Score -6101350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6101356.500000 Penalty: 3504.748047
	Iteration 29Q: 3 clusters Score -6101356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6101366.000000 Penalty: 3504.748047
	Iteration 30Q: 3 clusters Score -6101366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6101362.500000 Penalty: 3504.748047
	Iteration 31Q: 3 clusters Score -6101362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6101360.000000 Penalty: 3504.748047
	Iteration 32Q: 3 clusters Score -6101360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6101358.500000 Penalty: 3504.748047
	Iteration 33Q: 3 clusters Score -6101358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6101365.000000 Penalty: 3504.748047
	Iteration 34Q: 3 clusters Score -6101365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6101366.000000 Penalty: 3504.748047
	Iteration 35Q: 3 clusters Score -6101366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6101373.000000 Penalty: 3504.748047
	Iteration 36Q: 3 clusters Score -6101373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6101373.500000 Penalty: 3504.748047
	Iteration 37Q: 3 clusters Score -6101374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6101378.500000 Penalty: 3504.748047
	Iteration 38Q: 3 clusters Score -6101378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6101381.000000 Penalty: 3504.748047
	Iteration 39Q: 3 clusters Score -6101381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6101375.500000 Penalty: 3504.748047
	Iteration 40F: 3 clusters Score -6101376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Entering Unmasked Estep 
Score: -704085.250000 Penalty: 1403.414551
	Iteration 0F: 2 clusters Score -704085.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -699701.500000 Penalty: 2806.829102
	Iteration 0F: 3 clusters Score -699701.5 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -701039.312500 Penalty: 2806.829102
	Iteration 1F: 3 clusters Score -701039.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -701275.937500 Penalty: 2806.829102
	Iteration 2F: 3 clusters Score -701275.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -701461.437500 Penalty: 2806.829102
	Iteration 3F: 3 clusters Score -701461.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -701662.062500 Penalty: 2806.829102
	Iteration 4F: 3 clusters Score -701662.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -701854.062500 Penalty: 2806.829102
	Iteration 5F: 3 clusters Score -701854.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -701997.250000 Penalty: 2806.829102
	Iteration 6Q: 3 clusters Score -701997.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -702127.312500 Penalty: 2806.829102
	Iteration 7Q: 3 clusters Score -702127.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -702257.875000 Penalty: 2806.829102
	Iteration 8Q: 3 clusters Score -702257.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -702347.750000 Penalty: 2806.829102
	Iteration 9Q: 3 clusters Score -702347.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -702410.312500 Penalty: 2806.829102
	Iteration 10Q: 3 clusters Score -702410.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -702444.187500 Penalty: 2806.829102
	Iteration 11Q: 3 clusters Score -702444.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -702472.250000 Penalty: 2806.829102
	Iteration 12Q: 3 clusters Score -702472.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -702488.437500 Penalty: 2806.829102
	Iteration 13Q: 3 clusters Score -702488.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -702502.062500 Penalty: 2806.829102
	Iteration 14Q: 3 clusters Score -702502.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -702514.375000 Penalty: 2806.829102
	Iteration 15Q: 3 clusters Score -702514.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -702521.625000 Penalty: 2806.829102
	Iteration 16Q: 3 clusters Score -702521.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -702530.250000 Penalty: 2806.829102
	Iteration 17Q: 3 clusters Score -702530.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -702535.875000 Penalty: 2806.829102
	Iteration 18Q: 3 clusters Score -702535.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -702541.875000 Penalty: 2806.829102
	Iteration 19Q: 3 clusters Score -702541.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -702546.062500 Penalty: 2806.829102
	Iteration 20F: 3 clusters Score -702546.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -702548.750000 Penalty: 2806.829102
	Iteration 21Q: 3 clusters Score -702548.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -702554.375000 Penalty: 2806.829102
	Iteration 22Q: 3 clusters Score -702554.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -702557.250000 Penalty: 2806.829102
	Iteration 23Q: 3 clusters Score -702557.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -702560.375000 Penalty: 2806.829102
	Iteration 24Q: 3 clusters Score -702560.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -702561.812500 Penalty: 2806.829102
	Iteration 25Q: 3 clusters Score -702561.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -702566.312500 Penalty: 2806.829102
	Iteration 26Q: 3 clusters Score -702566.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -702566.812500 Penalty: 2806.829102
	Iteration 27Q: 3 clusters Score -702566.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -702569.062500 Penalty: 2806.829102
	Iteration 28Q: 3 clusters Score -702569.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -702569.750000 Penalty: 2806.829102
	Iteration 29Q: 3 clusters Score -702569.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -702572.687500 Penalty: 2806.829102
	Iteration 30Q: 3 clusters Score -702572.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -702574.437500 Penalty: 2806.829102
	Iteration 31Q: 3 clusters Score -702574.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -702577.062500 Penalty: 2806.829102
	Iteration 32Q: 3 clusters Score -702577.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -702579.562500 Penalty: 2806.829102
	Iteration 33Q: 3 clusters Score -702579.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -702582.375000 Penalty: 2806.829102
	Iteration 34Q: 3 clusters Score -702582.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -702586.062500 Penalty: 2806.829102
	Iteration 35Q: 3 clusters Score -702586.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -702587.812500 Penalty: 2806.829102
	Iteration 36Q: 3 clusters Score -702587.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -702590.687500 Penalty: 2806.829102
	Iteration 37Q: 3 clusters Score -702590.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -702591.500000 Penalty: 2806.829102
	Iteration 38Q: 3 clusters Score -702591.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -702596.937500 Penalty: 2806.829102
	Iteration 39Q: 3 clusters Score -702596.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -702599.312500 Penalty: 2806.829102
	Iteration 40F: 3 clusters Score -702599.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -702605.562500 Penalty: 2806.829102
	Iteration 41Q: 3 clusters Score -702605.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -702608.125000 Penalty: 2806.829102
	Iteration 42Q: 3 clusters Score -702608.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -702612.562500 Penalty: 2806.829102
	Iteration 43Q: 3 clusters Score -702612.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -702613.312500 Penalty: 2806.829102
	Iteration 44Q: 3 clusters Score -702613.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -702615.687500 Penalty: 2806.829102
	Iteration 45Q: 3 clusters Score -702615.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -702615.187500 Penalty: 2806.829102
	Iteration 46Q: 3 clusters Score -702615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -702617.687500 Penalty: 2806.829102
	Iteration 47Q: 3 clusters Score -702617.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -702620.187500 Penalty: 2806.829102
	Iteration 48Q: 3 clusters Score -702620.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -702622.375000 Penalty: 2806.829102
	Iteration 49Q: 3 clusters Score -702622.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -702622.375000 Penalty: 2806.829102
	Iteration 50Q: 3 clusters Score -702622.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -702624.562500 Penalty: 2806.829102
	Iteration 51Q: 3 clusters Score -702624.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -702628.437500 Penalty: 2806.829102
	Iteration 52Q: 3 clusters Score -702628.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -702631.187500 Penalty: 2806.829102
	Iteration 53Q: 3 clusters Score -702631.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -702634.562500 Penalty: 2806.829102
	Iteration 54Q: 3 clusters Score -702634.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -702637.937500 Penalty: 2806.829102
	Iteration 55Q: 3 clusters Score -702637.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -702639.812500 Penalty: 2806.829102
	Iteration 56Q: 3 clusters Score -702639.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -702641.375000 Penalty: 2806.829102
	Iteration 57Q: 3 clusters Score -702641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -702643.562500 Penalty: 2806.829102
	Iteration 58Q: 3 clusters Score -702643.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -702644.000000 Penalty: 2806.829102
	Iteration 59Q: 3 clusters Score -702644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -702644.625000 Penalty: 2806.829102
	Iteration 60F: 3 clusters Score -702644.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -702646.812500 Penalty: 2806.829102
	Iteration 61Q: 3 clusters Score -702646.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -702649.125000 Penalty: 2806.829102
	Iteration 62Q: 3 clusters Score -702649.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -702652.812500 Penalty: 2806.829102
	Iteration 63Q: 3 clusters Score -702652.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -702658.500000 Penalty: 2806.829102
	Iteration 64Q: 3 clusters Score -702658.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -702661.500000 Penalty: 2806.829102
	Iteration 65Q: 3 clusters Score -702661.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -702665.812500 Penalty: 2806.829102
	Iteration 66Q: 3 clusters Score -702665.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -702668.562500 Penalty: 2806.829102
	Iteration 67Q: 3 clusters Score -702668.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -702668.875000 Penalty: 2806.829102
	Iteration 68Q: 3 clusters Score -702668.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -702672.750000 Penalty: 2806.829102
	Iteration 69Q: 3 clusters Score -702672.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -702673.062500 Penalty: 2806.829102
	Iteration 70Q: 3 clusters Score -702673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -702675.187500 Penalty: 2806.829102
	Iteration 71Q: 3 clusters Score -702675.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -702677.937500 Penalty: 2806.829102
	Iteration 72Q: 3 clusters Score -702677.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -702681.250000 Penalty: 2806.829102
	Iteration 73Q: 3 clusters Score -702681.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -702683.625000 Penalty: 2806.829102
	Iteration 74Q: 3 clusters Score -702683.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -702684.687500 Penalty: 2806.829102
	Iteration 75Q: 3 clusters Score -702684.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -702688.687500 Penalty: 2806.829102
	Iteration 76Q: 3 clusters Score -702688.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -702690.375000 Penalty: 2806.829102
	Iteration 77Q: 3 clusters Score -702690.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -702693.000000 Penalty: 2806.829102
	Iteration 78Q: 3 clusters Score -702693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -702696.812500 Penalty: 2806.829102
	Iteration 79Q: 3 clusters Score -702696.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -702699.687500 Penalty: 2806.829102
	Iteration 80F: 3 clusters Score -702699.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -702703.125000 Penalty: 2806.829102
	Iteration 81Q: 3 clusters Score -702703.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -702706.375000 Penalty: 2806.829102
	Iteration 82Q: 3 clusters Score -702706.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -702708.562500 Penalty: 2806.829102
	Iteration 83Q: 3 clusters Score -702708.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -702708.750000 Penalty: 2806.829102
	Iteration 84Q: 3 clusters Score -702708.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -702713.125000 Penalty: 2806.829102
	Iteration 85Q: 3 clusters Score -702713.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -702718.187500 Penalty: 2806.829102
	Iteration 86Q: 3 clusters Score -702718.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -702727.375000 Penalty: 2806.829102
	Iteration 87Q: 3 clusters Score -702727.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -702734.312500 Penalty: 2806.829102
	Iteration 88Q: 3 clusters Score -702734.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -702744.062500 Penalty: 2806.829102
	Iteration 89Q: 3 clusters Score -702744.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -702753.437500 Penalty: 2806.829102
	Iteration 90Q: 3 clusters Score -702753.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -702762.750000 Penalty: 2806.829102
	Iteration 91Q: 3 clusters Score -702762.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -702772.937500 Penalty: 2806.829102
	Iteration 92Q: 3 clusters Score -702772.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -702783.625000 Penalty: 2806.829102
	Iteration 93Q: 3 clusters Score -702783.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -702799.187500 Penalty: 2806.829102
	Iteration 94Q: 3 clusters Score -702799.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -702816.375000 Penalty: 2806.829102
	Iteration 95Q: 3 clusters Score -702816.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -702832.937500 Penalty: 2806.829102
	Iteration 96Q: 3 clusters Score -702832.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -702848.000000 Penalty: 2806.829102
	Iteration 97Q: 3 clusters Score -702848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -702857.000000 Penalty: 2806.829102
	Iteration 98Q: 3 clusters Score -702857 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -702872.562500 Penalty: 2806.829102
	Iteration 99Q: 3 clusters Score -702872.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -702891.187500 Penalty: 2806.829102
	Iteration 100F: 3 clusters Score -702891.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -702907.937500 Penalty: 2806.829102
	Iteration 101Q: 3 clusters Score -702907.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -702922.437500 Penalty: 2806.829102
	Iteration 102Q: 3 clusters Score -702922.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -702938.000000 Penalty: 2806.829102
	Iteration 103Q: 3 clusters Score -702938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -702947.437500 Penalty: 2806.829102
	Iteration 104Q: 3 clusters Score -702947.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -702958.062500 Penalty: 2806.829102
	Iteration 105Q: 3 clusters Score -702958.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -702969.750000 Penalty: 2806.829102
	Iteration 106Q: 3 clusters Score -702969.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -702978.625000 Penalty: 2806.829102
	Iteration 107Q: 3 clusters Score -702978.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -702990.812500 Penalty: 2806.829102
	Iteration 108Q: 3 clusters Score -702990.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -703003.375000 Penalty: 2806.829102
	Iteration 109Q: 3 clusters Score -703003.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -703013.250000 Penalty: 2806.829102
	Iteration 110Q: 3 clusters Score -703013.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -703018.250000 Penalty: 2806.829102
	Iteration 111Q: 3 clusters Score -703018.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -703021.000000 Penalty: 2806.829102
	Iteration 112Q: 3 clusters Score -703021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -703027.125000 Penalty: 2806.829102
	Iteration 113Q: 3 clusters Score -703027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -703029.562500 Penalty: 2806.829102
	Iteration 114Q: 3 clusters Score -703029.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -703031.875000 Penalty: 2806.829102
	Iteration 115Q: 3 clusters Score -703031.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -703035.000000 Penalty: 2806.829102
	Iteration 116Q: 3 clusters Score -703035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -703038.562500 Penalty: 2806.829102
	Iteration 117Q: 3 clusters Score -703038.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -703042.500000 Penalty: 2806.829102
	Iteration 118Q: 3 clusters Score -703042.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -703046.875000 Penalty: 2806.829102
	Iteration 119Q: 3 clusters Score -703046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -703048.000000 Penalty: 2806.829102
	Iteration 120F: 3 clusters Score -703048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -703051.625000 Penalty: 2806.829102
	Iteration 121Q: 3 clusters Score -703051.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -703052.875000 Penalty: 2806.829102
	Iteration 122Q: 3 clusters Score -703052.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -703054.937500 Penalty: 2806.829102
	Iteration 123Q: 3 clusters Score -703054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -703055.062500 Penalty: 2806.829102
	Iteration 124Q: 3 clusters Score -703055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -703055.062500 Penalty: 2806.829102
	Iteration 125F: 3 clusters Score -703055.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -18422.726562 Penalty: 853.494446
	Iteration 0F: 2 clusters Score -18422.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17895.201172 Penalty: 1706.988892
	Iteration 0F: 3 clusters Score -17895.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -18182.962891 Penalty: 1706.988892
	Iteration 1F: 3 clusters Score -18182.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -18338.367188 Penalty: 1706.988892
	Iteration 2F: 3 clusters Score -18338.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -18396.742188 Penalty: 1706.988892
	Iteration 3Q: 3 clusters Score -18396.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -18414.462891 Penalty: 1706.988892
	Iteration 4Q: 3 clusters Score -18414.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -18423.691406 Penalty: 1706.988892
	Iteration 5Q: 3 clusters Score -18423.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -18423.691406 Penalty: 1706.988892
	Iteration 6F: 3 clusters Score -18423.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80866 members 
Mstep: Class 2 contains 129105 members 
Mstep: Class 3 contains 17430 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 90951 members 
Mstep: Class 6 contains 7623 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 3815 members 
Mstep: Class 9 contains 83128 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48693 members 
Mstep: Class 12 contains 5503 members 
Mstep: Class 13 contains 30669 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11658 members 
Mstep: Class 16 contains 3061 members 
Mstep: Class 17 contains 7166 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22200 members 
Mstep: Class 20 contains 35390 members 
Mstep: Class 21 contains 5304 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47649 members 
Mstep: Class 24 contains 48235 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3815 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14439 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124424 members 
Mstep: Class 38 contains 40 members 
Entering Unmasked Estep 
Score: -108942200.000000 Penalty: 84555.523438
Splitting cluster 26 changes total score from -108943664.000000 to -108942200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (5469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Entering Unmasked Estep 
Score: -692780.062500 Penalty: 1398.613281
	Iteration 0F: 2 clusters Score -692780.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -688502.375000 Penalty: 2797.226562
	Iteration 0F: 3 clusters Score -688502.4 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -689790.687500 Penalty: 2797.226562
	Iteration 1F: 3 clusters Score -689790.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -690135.875000 Penalty: 2797.226562
	Iteration 2F: 3 clusters Score -690135.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -690389.875000 Penalty: 2797.226562
	Iteration 3F: 3 clusters Score -690389.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -690564.437500 Penalty: 2797.226562
	Iteration 4F: 3 clusters Score -690564.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -690715.812500 Penalty: 2797.226562
	Iteration 5Q: 3 clusters Score -690715.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -690881.125000 Penalty: 2797.226562
	Iteration 6Q: 3 clusters Score -690881.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -691032.125000 Penalty: 2797.226562
	Iteration 7Q: 3 clusters Score -691032.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -691170.312500 Penalty: 2797.226562
	Iteration 8Q: 3 clusters Score -691170.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -691321.500000 Penalty: 2797.226562
	Iteration 9Q: 3 clusters Score -691321.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -691472.875000 Penalty: 2797.226562
	Iteration 10Q: 3 clusters Score -691472.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -691590.312500 Penalty: 2797.226562
	Iteration 11Q: 3 clusters Score -691590.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -691681.062500 Penalty: 2797.226562
	Iteration 12Q: 3 clusters Score -691681.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -691772.000000 Penalty: 2797.226562
	Iteration 13Q: 3 clusters Score -691772 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -691869.312500 Penalty: 2797.226562
	Iteration 14Q: 3 clusters Score -691869.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -691940.687500 Penalty: 2797.226562
	Iteration 15Q: 3 clusters Score -691940.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -691995.875000 Penalty: 2797.226562
	Iteration 16Q: 3 clusters Score -691995.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -692047.750000 Penalty: 2797.226562
	Iteration 17Q: 3 clusters Score -692047.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -692109.562500 Penalty: 2797.226562
	Iteration 18Q: 3 clusters Score -692109.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -692148.562500 Penalty: 2797.226562
	Iteration 19Q: 3 clusters Score -692148.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -692171.500000 Penalty: 2797.226562
	Iteration 20F: 3 clusters Score -692171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -692176.625000 Penalty: 2797.226562
	Iteration 21Q: 3 clusters Score -692176.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -692187.375000 Penalty: 2797.226562
	Iteration 22Q: 3 clusters Score -692187.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -692193.437500 Penalty: 2797.226562
	Iteration 23Q: 3 clusters Score -692193.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -692196.937500 Penalty: 2797.226562
	Iteration 24Q: 3 clusters Score -692196.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -692202.562500 Penalty: 2797.226562
	Iteration 25Q: 3 clusters Score -692202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -692207.687500 Penalty: 2797.226562
	Iteration 26Q: 3 clusters Score -692207.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -692211.375000 Penalty: 2797.226562
	Iteration 27Q: 3 clusters Score -692211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -692218.375000 Penalty: 2797.226562
	Iteration 28Q: 3 clusters Score -692218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -692227.875000 Penalty: 2797.226562
	Iteration 29Q: 3 clusters Score -692227.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -692231.500000 Penalty: 2797.226562
	Iteration 30Q: 3 clusters Score -692231.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -692231.500000 Penalty: 2797.226562
	Iteration 31F: 3 clusters Score -692231.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -2166420.000000 Penalty: 1583.479858
	Iteration 0F: 2 clusters Score -2166420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2154720.750000 Penalty: 3166.959717
	Iteration 0F: 3 clusters Score -2154721 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2158969.750000 Penalty: 3166.959717
	Iteration 1F: 3 clusters Score -2158970 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2159342.750000 Penalty: 3166.959717
	Iteration 2F: 3 clusters Score -2159343 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2159741.250000 Penalty: 3166.959717
	Iteration 3F: 3 clusters Score -2159741 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2160156.250000 Penalty: 3166.959717
	Iteration 4F: 3 clusters Score -2160156 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2160594.250000 Penalty: 3166.959717
	Iteration 5F: 3 clusters Score -2160594 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2161110.750000 Penalty: 3166.959717
	Iteration 6F: 3 clusters Score -2161111 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2161714.750000 Penalty: 3166.959717
	Iteration 7F: 3 clusters Score -2161715 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2162346.750000 Penalty: 3166.959717
	Iteration 8F: 3 clusters Score -2162347 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2163022.250000 Penalty: 3166.959717
	Iteration 9F: 3 clusters Score -2163022 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2163682.500000 Penalty: 3166.959717
	Iteration 10Q: 3 clusters Score -2163682 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2164194.000000 Penalty: 3166.959717
	Iteration 11Q: 3 clusters Score -2164194 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2164540.500000 Penalty: 3166.959717
	Iteration 12Q: 3 clusters Score -2164540 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2164717.500000 Penalty: 3166.959717
	Iteration 13Q: 3 clusters Score -2164718 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2164838.250000 Penalty: 3166.959717
	Iteration 14Q: 3 clusters Score -2164838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2164909.250000 Penalty: 3166.959717
	Iteration 15Q: 3 clusters Score -2164909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2164961.750000 Penalty: 3166.959717
	Iteration 16Q: 3 clusters Score -2164962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2164988.500000 Penalty: 3166.959717
	Iteration 17Q: 3 clusters Score -2164988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2165004.500000 Penalty: 3166.959717
	Iteration 18Q: 3 clusters Score -2165004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2165012.750000 Penalty: 3166.959717
	Iteration 19Q: 3 clusters Score -2165013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2165029.750000 Penalty: 3166.959717
	Iteration 20F: 3 clusters Score -2165030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2165036.750000 Penalty: 3166.959717
	Iteration 21Q: 3 clusters Score -2165037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2165044.000000 Penalty: 3166.959717
	Iteration 22Q: 3 clusters Score -2165044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2165049.500000 Penalty: 3166.959717
	Iteration 23Q: 3 clusters Score -2165050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2165050.500000 Penalty: 3166.959717
	Iteration 24Q: 3 clusters Score -2165050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2165059.250000 Penalty: 3166.959717
	Iteration 25Q: 3 clusters Score -2165059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2165063.000000 Penalty: 3166.959717
	Iteration 26Q: 3 clusters Score -2165063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2165063.250000 Penalty: 3166.959717
	Iteration 27Q: 3 clusters Score -2165063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2165063.250000 Penalty: 3166.959717
	Iteration 28F: 3 clusters Score -2165063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Entering Unmasked Estep 
Score: -299406.375000 Penalty: 1270.821411
	Iteration 0F: 2 clusters Score -299406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -296966.968750 Penalty: 2541.642822
	Iteration 0F: 3 clusters Score -296967 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -297545.687500 Penalty: 2541.642822
	Iteration 1F: 3 clusters Score -297545.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -297691.000000 Penalty: 2541.642822
	Iteration 2F: 3 clusters Score -297691 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -297788.531250 Penalty: 2541.642822
	Iteration 3F: 3 clusters Score -297788.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -297840.843750 Penalty: 2541.642822
	Iteration 4Q: 3 clusters Score -297840.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -297869.781250 Penalty: 2541.642822
	Iteration 5Q: 3 clusters Score -297869.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -297890.562500 Penalty: 2541.642822
	Iteration 6Q: 3 clusters Score -297890.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -297914.875000 Penalty: 2541.642822
	Iteration 7Q: 3 clusters Score -297914.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -297928.468750 Penalty: 2541.642822
	Iteration 8Q: 3 clusters Score -297928.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -297935.687500 Penalty: 2541.642822
	Iteration 9Q: 3 clusters Score -297935.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -297943.687500 Penalty: 2541.642822
	Iteration 10Q: 3 clusters Score -297943.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -297953.968750 Penalty: 2541.642822
	Iteration 11Q: 3 clusters Score -297954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -297967.843750 Penalty: 2541.642822
	Iteration 12Q: 3 clusters Score -297967.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -297987.406250 Penalty: 2541.642822
	Iteration 13Q: 3 clusters Score -297987.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -298011.781250 Penalty: 2541.642822
	Iteration 14Q: 3 clusters Score -298011.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -298037.281250 Penalty: 2541.642822
	Iteration 15Q: 3 clusters Score -298037.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -298052.531250 Penalty: 2541.642822
	Iteration 16Q: 3 clusters Score -298052.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -298072.093750 Penalty: 2541.642822
	Iteration 17Q: 3 clusters Score -298072.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -298089.343750 Penalty: 2541.642822
	Iteration 18Q: 3 clusters Score -298089.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -298105.531250 Penalty: 2541.642822
	Iteration 19Q: 3 clusters Score -298105.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -298124.062500 Penalty: 2541.642822
	Iteration 20F: 3 clusters Score -298124.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -298146.656250 Penalty: 2541.642822
	Iteration 21Q: 3 clusters Score -298146.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -298175.781250 Penalty: 2541.642822
	Iteration 22Q: 3 clusters Score -298175.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -298199.312500 Penalty: 2541.642822
	Iteration 23Q: 3 clusters Score -298199.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -298245.093750 Penalty: 2541.642822
	Iteration 24Q: 3 clusters Score -298245.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -298293.562500 Penalty: 2541.642822
	Iteration 25Q: 3 clusters Score -298293.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -298335.031250 Penalty: 2541.642822
	Iteration 26Q: 3 clusters Score -298335 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -298388.812500 Penalty: 2541.642822
	Iteration 27Q: 3 clusters Score -298388.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -298454.343750 Penalty: 2541.642822
	Iteration 28Q: 3 clusters Score -298454.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -298502.718750 Penalty: 2541.642822
	Iteration 29Q: 3 clusters Score -298502.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -298541.437500 Penalty: 2541.642822
	Iteration 30Q: 3 clusters Score -298541.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -298567.906250 Penalty: 2541.642822
	Iteration 31Q: 3 clusters Score -298567.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -298595.187500 Penalty: 2541.642822
	Iteration 32Q: 3 clusters Score -298595.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -298623.718750 Penalty: 2541.642822
	Iteration 33Q: 3 clusters Score -298623.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -298650.218750 Penalty: 2541.642822
	Iteration 34Q: 3 clusters Score -298650.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -298666.218750 Penalty: 2541.642822
	Iteration 35Q: 3 clusters Score -298666.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -298675.312500 Penalty: 2541.642822
	Iteration 36Q: 3 clusters Score -298675.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -298679.000000 Penalty: 2541.642822
	Iteration 37Q: 3 clusters Score -298679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -298682.125000 Penalty: 2541.642822
	Iteration 38Q: 3 clusters Score -298682.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -298686.656250 Penalty: 2541.642822
	Iteration 39Q: 3 clusters Score -298686.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -298692.968750 Penalty: 2541.642822
	Iteration 40F: 3 clusters Score -298693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -298694.937500 Penalty: 2541.642822
	Iteration 41Q: 3 clusters Score -298694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -298697.468750 Penalty: 2541.642822
	Iteration 42Q: 3 clusters Score -298697.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -298700.406250 Penalty: 2541.642822
	Iteration 43Q: 3 clusters Score -298700.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -298700.937500 Penalty: 2541.642822
	Iteration 44Q: 3 clusters Score -298700.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -298700.937500 Penalty: 2541.642822
	Iteration 45F: 3 clusters Score -298700.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39875.734375 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -39875.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38952.757812 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -38952.76 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39116.074219 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -39116.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39172.613281 Penalty: 1913.885254
	Iteration 2F: 3 clusters Score -39172.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39187.398438 Penalty: 1913.885254
	Iteration 3Q: 3 clusters Score -39187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39192.718750 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -39192.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39194.441406 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -39194.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39194.441406 Penalty: 1913.885254
	Iteration 6F: 3 clusters Score -39194.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -375355.093750 Penalty: 1322.136719
	Iteration 0F: 2 clusters Score -375355.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -372424.281250 Penalty: 2644.273438
	Iteration 0F: 3 clusters Score -372424.3 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -373307.437500 Penalty: 2644.273438
	Iteration 1F: 3 clusters Score -373307.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -373628.312500 Penalty: 2644.273438
	Iteration 2F: 3 clusters Score -373628.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -373852.312500 Penalty: 2644.273438
	Iteration 3F: 3 clusters Score -373852.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -374020.187500 Penalty: 2644.273438
	Iteration 4F: 3 clusters Score -374020.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -374147.187500 Penalty: 2644.273438
	Iteration 5Q: 3 clusters Score -374147.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -374260.281250 Penalty: 2644.273438
	Iteration 6Q: 3 clusters Score -374260.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -374363.281250 Penalty: 2644.273438
	Iteration 7Q: 3 clusters Score -374363.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -374450.062500 Penalty: 2644.273438
	Iteration 8Q: 3 clusters Score -374450.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -374514.156250 Penalty: 2644.273438
	Iteration 9Q: 3 clusters Score -374514.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -374554.562500 Penalty: 2644.273438
	Iteration 10Q: 3 clusters Score -374554.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -374586.187500 Penalty: 2644.273438
	Iteration 11Q: 3 clusters Score -374586.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -374625.781250 Penalty: 2644.273438
	Iteration 12Q: 3 clusters Score -374625.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -374676.468750 Penalty: 2644.273438
	Iteration 13Q: 3 clusters Score -374676.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -374722.812500 Penalty: 2644.273438
	Iteration 14Q: 3 clusters Score -374722.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -374774.187500 Penalty: 2644.273438
	Iteration 15Q: 3 clusters Score -374774.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -374819.281250 Penalty: 2644.273438
	Iteration 16Q: 3 clusters Score -374819.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -374864.781250 Penalty: 2644.273438
	Iteration 17Q: 3 clusters Score -374864.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -374901.125000 Penalty: 2644.273438
	Iteration 18Q: 3 clusters Score -374901.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -374929.656250 Penalty: 2644.273438
	Iteration 19Q: 3 clusters Score -374929.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -374955.906250 Penalty: 2644.273438
	Iteration 20F: 3 clusters Score -374955.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -374973.312500 Penalty: 2644.273438
	Iteration 21Q: 3 clusters Score -374973.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -374985.625000 Penalty: 2644.273438
	Iteration 22Q: 3 clusters Score -374985.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -374996.750000 Penalty: 2644.273438
	Iteration 23Q: 3 clusters Score -374996.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -375003.125000 Penalty: 2644.273438
	Iteration 24Q: 3 clusters Score -375003.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -375005.875000 Penalty: 2644.273438
	Iteration 25Q: 3 clusters Score -375005.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -375007.500000 Penalty: 2644.273438
	Iteration 26Q: 3 clusters Score -375007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -375007.500000 Penalty: 2644.273438
	Iteration 27F: 3 clusters Score -375007.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Entering Unmasked Estep 
Score: -499406.750000 Penalty: 1340.088013
	Iteration 0F: 2 clusters Score -499406.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -496181.718750 Penalty: 2680.176025
	Iteration 0F: 3 clusters Score -496181.7 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -496977.718750 Penalty: 2680.176025
	Iteration 1F: 3 clusters Score -496977.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -497109.906250 Penalty: 2680.176025
	Iteration 2F: 3 clusters Score -497109.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -497182.531250 Penalty: 2680.176025
	Iteration 3Q: 3 clusters Score -497182.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -497233.843750 Penalty: 2680.176025
	Iteration 4Q: 3 clusters Score -497233.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -497278.000000 Penalty: 2680.176025
	Iteration 5Q: 3 clusters Score -497278 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -497313.906250 Penalty: 2680.176025
	Iteration 6Q: 3 clusters Score -497313.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -497350.500000 Penalty: 2680.176025
	Iteration 7Q: 3 clusters Score -497350.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -497389.031250 Penalty: 2680.176025
	Iteration 8Q: 3 clusters Score -497389 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -497440.187500 Penalty: 2680.176025
	Iteration 9Q: 3 clusters Score -497440.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -497492.281250 Penalty: 2680.176025
	Iteration 10Q: 3 clusters Score -497492.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -497543.125000 Penalty: 2680.176025
	Iteration 11Q: 3 clusters Score -497543.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -497596.062500 Penalty: 2680.176025
	Iteration 12Q: 3 clusters Score -497596.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -497653.562500 Penalty: 2680.176025
	Iteration 13Q: 3 clusters Score -497653.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -497719.250000 Penalty: 2680.176025
	Iteration 14Q: 3 clusters Score -497719.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -497777.125000 Penalty: 2680.176025
	Iteration 15Q: 3 clusters Score -497777.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -497829.156250 Penalty: 2680.176025
	Iteration 16Q: 3 clusters Score -497829.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -497892.843750 Penalty: 2680.176025
	Iteration 17Q: 3 clusters Score -497892.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -497940.593750 Penalty: 2680.176025
	Iteration 18Q: 3 clusters Score -497940.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -497991.312500 Penalty: 2680.176025
	Iteration 19Q: 3 clusters Score -497991.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -498045.343750 Penalty: 2680.176025
	Iteration 20F: 3 clusters Score -498045.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -498078.406250 Penalty: 2680.176025
	Iteration 21Q: 3 clusters Score -498078.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -498101.406250 Penalty: 2680.176025
	Iteration 22Q: 3 clusters Score -498101.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -498123.281250 Penalty: 2680.176025
	Iteration 23Q: 3 clusters Score -498123.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -498139.593750 Penalty: 2680.176025
	Iteration 24Q: 3 clusters Score -498139.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -498159.062500 Penalty: 2680.176025
	Iteration 25Q: 3 clusters Score -498159.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -498172.968750 Penalty: 2680.176025
	Iteration 26Q: 3 clusters Score -498173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -498181.250000 Penalty: 2680.176025
	Iteration 27Q: 3 clusters Score -498181.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -498190.812500 Penalty: 2680.176025
	Iteration 28Q: 3 clusters Score -498190.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -498204.468750 Penalty: 2680.176025
	Iteration 29Q: 3 clusters Score -498204.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -498216.687500 Penalty: 2680.176025
	Iteration 30Q: 3 clusters Score -498216.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -498223.937500 Penalty: 2680.176025
	Iteration 31Q: 3 clusters Score -498223.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -498223.937500 Penalty: 2680.176025
	Iteration 32F: 3 clusters Score -498223.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Entering Unmasked Estep 
Score: -420227.468750 Penalty: 1330.616943
	Iteration 0F: 2 clusters Score -420227.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -417147.250000 Penalty: 2661.233887
	Iteration 0F: 3 clusters Score -417147.2 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -418006.718750 Penalty: 2661.233887
	Iteration 1F: 3 clusters Score -418006.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -418176.500000 Penalty: 2661.233887
	Iteration 2F: 3 clusters Score -418176.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -418322.468750 Penalty: 2661.233887
	Iteration 3F: 3 clusters Score -418322.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -418453.062500 Penalty: 2661.233887
	Iteration 4Q: 3 clusters Score -418453.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -418583.375000 Penalty: 2661.233887
	Iteration 5Q: 3 clusters Score -418583.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -418692.062500 Penalty: 2661.233887
	Iteration 6Q: 3 clusters Score -418692.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -418766.625000 Penalty: 2661.233887
	Iteration 7Q: 3 clusters Score -418766.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -418821.906250 Penalty: 2661.233887
	Iteration 8Q: 3 clusters Score -418821.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -418864.187500 Penalty: 2661.233887
	Iteration 9Q: 3 clusters Score -418864.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -418902.781250 Penalty: 2661.233887
	Iteration 10Q: 3 clusters Score -418902.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -418931.437500 Penalty: 2661.233887
	Iteration 11Q: 3 clusters Score -418931.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -418950.781250 Penalty: 2661.233887
	Iteration 12Q: 3 clusters Score -418950.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -418964.562500 Penalty: 2661.233887
	Iteration 13Q: 3 clusters Score -418964.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -418977.406250 Penalty: 2661.233887
	Iteration 14Q: 3 clusters Score -418977.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -418987.312500 Penalty: 2661.233887
	Iteration 15Q: 3 clusters Score -418987.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -418997.406250 Penalty: 2661.233887
	Iteration 16Q: 3 clusters Score -418997.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -419004.187500 Penalty: 2661.233887
	Iteration 17Q: 3 clusters Score -419004.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -419009.187500 Penalty: 2661.233887
	Iteration 18Q: 3 clusters Score -419009.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -419014.312500 Penalty: 2661.233887
	Iteration 19Q: 3 clusters Score -419014.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -419018.437500 Penalty: 2661.233887
	Iteration 20F: 3 clusters Score -419018.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -419021.468750 Penalty: 2661.233887
	Iteration 21Q: 3 clusters Score -419021.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -419023.625000 Penalty: 2661.233887
	Iteration 22Q: 3 clusters Score -419023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -419024.656250 Penalty: 2661.233887
	Iteration 23Q: 3 clusters Score -419024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -419027.125000 Penalty: 2661.233887
	Iteration 24Q: 3 clusters Score -419027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -419029.125000 Penalty: 2661.233887
	Iteration 25Q: 3 clusters Score -419029.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -419029.000000 Penalty: 2661.233887
	Iteration 26Q: 3 clusters Score -419029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -419029.062500 Penalty: 2661.233887
	Iteration 27Q: 3 clusters Score -419029.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -419029.062500 Penalty: 2661.233887
	Iteration 28F: 3 clusters Score -419029.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -7429.702637 Penalty: 781.979980
	Iteration 0F: 2 clusters Score -7429.703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6933.150879 Penalty: 1563.959961
	Iteration 0F: 3 clusters Score -6933.151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7032.520508 Penalty: 1563.959961
	Iteration 1F: 3 clusters Score -7032.521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7038.051270 Penalty: 1563.959961
	Iteration 2Q: 3 clusters Score -7038.051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7038.563477 Penalty: 1563.959961
	Iteration 3Q: 3 clusters Score -7038.563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7038.563477 Penalty: 1563.959961
	Iteration 4F: 3 clusters Score -7038.563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Entering Unmasked Estep 
Score: -1867659.000000 Penalty: 1556.374390
	Iteration 0F: 2 clusters Score -1867659 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 7228 members 
Entering Unmasked Estep 
Score: -1857566.750000 Penalty: 3112.748779
	Iteration 0F: 3 clusters Score -1857567 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1860999.625000 Penalty: 3112.748779
	Iteration 1F: 3 clusters Score -1861000 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1861225.625000 Penalty: 3112.748779
	Iteration 2Q: 3 clusters Score -1861226 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1861403.000000 Penalty: 3112.748779
	Iteration 3Q: 3 clusters Score -1861403 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1861562.250000 Penalty: 3112.748779
	Iteration 4Q: 3 clusters Score -1861562 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1861690.750000 Penalty: 3112.748779
	Iteration 5Q: 3 clusters Score -1861691 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1861812.125000 Penalty: 3112.748779
	Iteration 6Q: 3 clusters Score -1861812 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1861914.250000 Penalty: 3112.748779
	Iteration 7Q: 3 clusters Score -1861914 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1862016.250000 Penalty: 3112.748779
	Iteration 8Q: 3 clusters Score -1862016 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1862136.875000 Penalty: 3112.748779
	Iteration 9Q: 3 clusters Score -1862137 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1862279.000000 Penalty: 3112.748779
	Iteration 10Q: 3 clusters Score -1862279 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1862437.000000 Penalty: 3112.748779
	Iteration 11Q: 3 clusters Score -1862437 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1862660.875000 Penalty: 3112.748779
	Iteration 12Q: 3 clusters Score -1862661 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1862958.000000 Penalty: 3112.748779
	Iteration 13Q: 3 clusters Score -1862958 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1863302.125000 Penalty: 3112.748779
	Iteration 14Q: 3 clusters Score -1863302 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1863700.125000 Penalty: 3112.748779
	Iteration 15Q: 3 clusters Score -1863700 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1864045.750000 Penalty: 3112.748779
	Iteration 16Q: 3 clusters Score -1864046 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1864234.750000 Penalty: 3112.748779
	Iteration 17Q: 3 clusters Score -1864235 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1864331.500000 Penalty: 3112.748779
	Iteration 18Q: 3 clusters Score -1864332 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1864382.875000 Penalty: 3112.748779
	Iteration 19Q: 3 clusters Score -1864383 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1864420.250000 Penalty: 3112.748779
	Iteration 20F: 3 clusters Score -1864420 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1864447.750000 Penalty: 3112.748779
	Iteration 21Q: 3 clusters Score -1864448 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1864462.250000 Penalty: 3112.748779
	Iteration 22Q: 3 clusters Score -1864462 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1864487.500000 Penalty: 3112.748779
	Iteration 23Q: 3 clusters Score -1864488 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1864515.625000 Penalty: 3112.748779
	Iteration 24Q: 3 clusters Score -1864516 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1864544.125000 Penalty: 3112.748779
	Iteration 25Q: 3 clusters Score -1864544 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1864573.125000 Penalty: 3112.748779
	Iteration 26Q: 3 clusters Score -1864573 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1864623.750000 Penalty: 3112.748779
	Iteration 27Q: 3 clusters Score -1864624 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1864667.250000 Penalty: 3112.748779
	Iteration 28Q: 3 clusters Score -1864667 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1864698.375000 Penalty: 3112.748779
	Iteration 29Q: 3 clusters Score -1864698 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1864737.500000 Penalty: 3112.748779
	Iteration 30Q: 3 clusters Score -1864738 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1864776.750000 Penalty: 3112.748779
	Iteration 31Q: 3 clusters Score -1864777 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1864816.875000 Penalty: 3112.748779
	Iteration 32Q: 3 clusters Score -1864817 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1864850.000000 Penalty: 3112.748779
	Iteration 33Q: 3 clusters Score -1864850 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1864876.375000 Penalty: 3112.748779
	Iteration 34Q: 3 clusters Score -1864876 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1864905.250000 Penalty: 3112.748779
	Iteration 35Q: 3 clusters Score -1864905 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1864920.375000 Penalty: 3112.748779
	Iteration 36Q: 3 clusters Score -1864920 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1864954.375000 Penalty: 3112.748779
	Iteration 37Q: 3 clusters Score -1864954 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1864974.125000 Penalty: 3112.748779
	Iteration 38Q: 3 clusters Score -1864974 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1865011.250000 Penalty: 3112.748779
	Iteration 39Q: 3 clusters Score -1865011 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1865038.500000 Penalty: 3112.748779
	Iteration 40F: 3 clusters Score -1865038 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1865065.000000 Penalty: 3112.748779
	Iteration 41Q: 3 clusters Score -1865065 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1865097.625000 Penalty: 3112.748779
	Iteration 42Q: 3 clusters Score -1865098 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1865131.875000 Penalty: 3112.748779
	Iteration 43Q: 3 clusters Score -1865132 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1865171.000000 Penalty: 3112.748779
	Iteration 44Q: 3 clusters Score -1865171 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1865203.000000 Penalty: 3112.748779
	Iteration 45Q: 3 clusters Score -1865203 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1865245.625000 Penalty: 3112.748779
	Iteration 46Q: 3 clusters Score -1865246 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1865283.750000 Penalty: 3112.748779
	Iteration 47Q: 3 clusters Score -1865284 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1865325.875000 Penalty: 3112.748779
	Iteration 48Q: 3 clusters Score -1865326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1865361.125000 Penalty: 3112.748779
	Iteration 49Q: 3 clusters Score -1865361 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1865401.750000 Penalty: 3112.748779
	Iteration 50Q: 3 clusters Score -1865402 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1865451.625000 Penalty: 3112.748779
	Iteration 51Q: 3 clusters Score -1865452 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1865489.750000 Penalty: 3112.748779
	Iteration 52Q: 3 clusters Score -1865490 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1865531.500000 Penalty: 3112.748779
	Iteration 53Q: 3 clusters Score -1865532 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1865574.500000 Penalty: 3112.748779
	Iteration 54Q: 3 clusters Score -1865574 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1865619.625000 Penalty: 3112.748779
	Iteration 55Q: 3 clusters Score -1865620 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1865665.500000 Penalty: 3112.748779
	Iteration 56Q: 3 clusters Score -1865666 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1865703.750000 Penalty: 3112.748779
	Iteration 57Q: 3 clusters Score -1865704 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1865729.250000 Penalty: 3112.748779
	Iteration 58Q: 3 clusters Score -1865729 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1865750.000000 Penalty: 3112.748779
	Iteration 59Q: 3 clusters Score -1865750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1865771.375000 Penalty: 3112.748779
	Iteration 60F: 3 clusters Score -1865771 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1865802.000000 Penalty: 3112.748779
	Iteration 61Q: 3 clusters Score -1865802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1865824.750000 Penalty: 3112.748779
	Iteration 62Q: 3 clusters Score -1865825 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1865859.750000 Penalty: 3112.748779
	Iteration 63Q: 3 clusters Score -1865860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1865880.625000 Penalty: 3112.748779
	Iteration 64Q: 3 clusters Score -1865881 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1865914.625000 Penalty: 3112.748779
	Iteration 65Q: 3 clusters Score -1865915 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1865935.000000 Penalty: 3112.748779
	Iteration 66Q: 3 clusters Score -1865935 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1865949.875000 Penalty: 3112.748779
	Iteration 67Q: 3 clusters Score -1865950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1865969.250000 Penalty: 3112.748779
	Iteration 68Q: 3 clusters Score -1865969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1865980.000000 Penalty: 3112.748779
	Iteration 69Q: 3 clusters Score -1865980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1865997.375000 Penalty: 3112.748779
	Iteration 70Q: 3 clusters Score -1865997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1866013.375000 Penalty: 3112.748779
	Iteration 71Q: 3 clusters Score -1866013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1866021.875000 Penalty: 3112.748779
	Iteration 72Q: 3 clusters Score -1866022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1866037.250000 Penalty: 3112.748779
	Iteration 73Q: 3 clusters Score -1866037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1866053.750000 Penalty: 3112.748779
	Iteration 74Q: 3 clusters Score -1866054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1866066.625000 Penalty: 3112.748779
	Iteration 75Q: 3 clusters Score -1866067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1866076.500000 Penalty: 3112.748779
	Iteration 76Q: 3 clusters Score -1866076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1866084.375000 Penalty: 3112.748779
	Iteration 77Q: 3 clusters Score -1866084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1866100.625000 Penalty: 3112.748779
	Iteration 78Q: 3 clusters Score -1866101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1866116.500000 Penalty: 3112.748779
	Iteration 79Q: 3 clusters Score -1866116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1866123.125000 Penalty: 3112.748779
	Iteration 80F: 3 clusters Score -1866123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1866132.875000 Penalty: 3112.748779
	Iteration 81Q: 3 clusters Score -1866133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1866141.875000 Penalty: 3112.748779
	Iteration 82Q: 3 clusters Score -1866142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1866148.125000 Penalty: 3112.748779
	Iteration 83Q: 3 clusters Score -1866148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1866154.125000 Penalty: 3112.748779
	Iteration 84Q: 3 clusters Score -1866154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1866158.250000 Penalty: 3112.748779
	Iteration 85Q: 3 clusters Score -1866158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1866159.250000 Penalty: 3112.748779
	Iteration 86Q: 3 clusters Score -1866159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1866164.625000 Penalty: 3112.748779
	Iteration 87Q: 3 clusters Score -1866165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1866170.750000 Penalty: 3112.748779
	Iteration 88Q: 3 clusters Score -1866171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1866174.250000 Penalty: 3112.748779
	Iteration 89Q: 3 clusters Score -1866174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1866180.000000 Penalty: 3112.748779
	Iteration 90Q: 3 clusters Score -1866180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1866179.750000 Penalty: 3112.748779
	Iteration 91Q: 3 clusters Score -1866180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1866186.125000 Penalty: 3112.748779
	Iteration 92Q: 3 clusters Score -1866186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1866185.500000 Penalty: 3112.748779
	Iteration 93Q: 3 clusters Score -1866186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1866187.000000 Penalty: 3112.748779
	Iteration 94Q: 3 clusters Score -1866187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1866191.375000 Penalty: 3112.748779
	Iteration 95Q: 3 clusters Score -1866191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1866197.625000 Penalty: 3112.748779
	Iteration 96Q: 3 clusters Score -1866198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1866211.250000 Penalty: 3112.748779
	Iteration 97Q: 3 clusters Score -1866211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1866220.250000 Penalty: 3112.748779
	Iteration 98Q: 3 clusters Score -1866220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1866226.625000 Penalty: 3112.748779
	Iteration 99Q: 3 clusters Score -1866227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1866233.875000 Penalty: 3112.748779
	Iteration 100F: 3 clusters Score -1866234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1866239.000000 Penalty: 3112.748779
	Iteration 101Q: 3 clusters Score -1866239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1866252.625000 Penalty: 3112.748779
	Iteration 102Q: 3 clusters Score -1866253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1866263.875000 Penalty: 3112.748779
	Iteration 103Q: 3 clusters Score -1866264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1866270.000000 Penalty: 3112.748779
	Iteration 104Q: 3 clusters Score -1866270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1866275.375000 Penalty: 3112.748779
	Iteration 105Q: 3 clusters Score -1866275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1866276.750000 Penalty: 3112.748779
	Iteration 106Q: 3 clusters Score -1866277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1866279.125000 Penalty: 3112.748779
	Iteration 107Q: 3 clusters Score -1866279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1866280.250000 Penalty: 3112.748779
	Iteration 108Q: 3 clusters Score -1866280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1866281.250000 Penalty: 3112.748779
	Iteration 109Q: 3 clusters Score -1866281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1866280.875000 Penalty: 3112.748779
	Iteration 110Q: 3 clusters Score -1866281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1866285.625000 Penalty: 3112.748779
	Iteration 111Q: 3 clusters Score -1866286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1866286.750000 Penalty: 3112.748779
	Iteration 112Q: 3 clusters Score -1866287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1866286.750000 Penalty: 3112.748779
	Iteration 113F: 3 clusters Score -1866287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -14732.455078 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -14732.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14107.951172 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -14107.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14334.416016 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -14334.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -14439.891602 Penalty: 1739.353882
	Iteration 2F: 3 clusters Score -14439.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14475.550781 Penalty: 1739.353882
	Iteration 3Q: 3 clusters Score -14475.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -14506.335938 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -14506.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -14534.470703 Penalty: 1739.353882
	Iteration 5Q: 3 clusters Score -14534.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -14545.825195 Penalty: 1739.353882
	Iteration 6Q: 3 clusters Score -14545.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -14554.464844 Penalty: 1739.353882
	Iteration 7Q: 3 clusters Score -14554.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -14554.464844 Penalty: 1739.353882
	Iteration 8F: 3 clusters Score -14554.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (124424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124424 members 
Entering Unmasked Estep 
Score: -15810439.000000 Penalty: 1906.360596
	Iteration 0F: 2 clusters Score -1.581044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -15730159.000000 Penalty: 3812.721191
	Iteration 0F: 3 clusters Score -1.573016e+07 nChanged 59845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62709 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -15764680.000000 Penalty: 3812.721191
	Iteration 1F: 3 clusters Score -1.576468e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -15765449.000000 Penalty: 3812.721191
	Iteration 2Q: 3 clusters Score -1.576545e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -15766270.000000 Penalty: 3812.721191
	Iteration 3Q: 3 clusters Score -1.576627e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -15767200.000000 Penalty: 3812.721191
	Iteration 4Q: 3 clusters Score -1.57672e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -15768317.000000 Penalty: 3812.721191
	Iteration 5Q: 3 clusters Score -1.576832e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -15769867.000000 Penalty: 3812.721191
	Iteration 6Q: 3 clusters Score -1.576987e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69283 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -15772136.000000 Penalty: 3812.721191
	Iteration 7Q: 3 clusters Score -1.577214e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -15775484.000000 Penalty: 3812.721191
	Iteration 8Q: 3 clusters Score -1.577548e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74581 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -15780219.000000 Penalty: 3812.721191
	Iteration 9F: 3 clusters Score -1.578022e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76728 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -15785816.000000 Penalty: 3812.721191
	Iteration 10F: 3 clusters Score -1.578582e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77914 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -15789758.000000 Penalty: 3812.721191
	Iteration 11F: 3 clusters Score -1.578976e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78602 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -15791136.000000 Penalty: 3812.721191
	Iteration 12Q: 3 clusters Score -1.579114e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79162 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -15791686.000000 Penalty: 3812.721191
	Iteration 13Q: 3 clusters Score -1.579169e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79780 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -15791981.000000 Penalty: 3812.721191
	Iteration 14Q: 3 clusters Score -1.579198e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -15792178.000000 Penalty: 3812.721191
	Iteration 15Q: 3 clusters Score -1.579218e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -15792399.000000 Penalty: 3812.721191
	Iteration 16Q: 3 clusters Score -1.57924e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -15792683.000000 Penalty: 3812.721191
	Iteration 17Q: 3 clusters Score -1.579268e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81741 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -15792837.000000 Penalty: 3812.721191
	Iteration 18Q: 3 clusters Score -1.579284e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -15793009.000000 Penalty: 3812.721191
	Iteration 19Q: 3 clusters Score -1.579301e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82711 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -15793168.000000 Penalty: 3812.721191
	Iteration 20F: 3 clusters Score -1.579317e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83190 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -15793287.000000 Penalty: 3812.721191
	Iteration 21Q: 3 clusters Score -1.579329e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -15793456.000000 Penalty: 3812.721191
	Iteration 22Q: 3 clusters Score -1.579346e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84176 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -15793640.000000 Penalty: 3812.721191
	Iteration 23Q: 3 clusters Score -1.579364e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84642 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -15793906.000000 Penalty: 3812.721191
	Iteration 24Q: 3 clusters Score -1.579391e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85095 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -15794070.000000 Penalty: 3812.721191
	Iteration 25Q: 3 clusters Score -1.579407e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85508 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -15794280.000000 Penalty: 3812.721191
	Iteration 26Q: 3 clusters Score -1.579428e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -15794476.000000 Penalty: 3812.721191
	Iteration 27Q: 3 clusters Score -1.579448e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -15794659.000000 Penalty: 3812.721191
	Iteration 28Q: 3 clusters Score -1.579466e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86870 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -15794885.000000 Penalty: 3812.721191
	Iteration 29Q: 3 clusters Score -1.579488e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -15795173.000000 Penalty: 3812.721191
	Iteration 30Q: 3 clusters Score -1.579517e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -15795427.000000 Penalty: 3812.721191
	Iteration 31Q: 3 clusters Score -1.579543e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88468 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -15795690.000000 Penalty: 3812.721191
	Iteration 32Q: 3 clusters Score -1.579569e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -15795911.000000 Penalty: 3812.721191
	Iteration 33Q: 3 clusters Score -1.579591e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -15796228.000000 Penalty: 3812.721191
	Iteration 34Q: 3 clusters Score -1.579623e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90089 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -15796462.000000 Penalty: 3812.721191
	Iteration 35Q: 3 clusters Score -1.579646e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90562 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -15796701.000000 Penalty: 3812.721191
	Iteration 36Q: 3 clusters Score -1.57967e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91063 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -15797037.000000 Penalty: 3812.721191
	Iteration 37Q: 3 clusters Score -1.579704e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91532 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -15797264.000000 Penalty: 3812.721191
	Iteration 38Q: 3 clusters Score -1.579726e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92077 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -15797533.000000 Penalty: 3812.721191
	Iteration 39Q: 3 clusters Score -1.579753e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -15797825.000000 Penalty: 3812.721191
	Iteration 40F: 3 clusters Score -1.579782e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93174 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -15798111.000000 Penalty: 3812.721191
	Iteration 41Q: 3 clusters Score -1.579811e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93716 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -15798397.000000 Penalty: 3812.721191
	Iteration 42Q: 3 clusters Score -1.57984e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94261 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -15798608.000000 Penalty: 3812.721191
	Iteration 43Q: 3 clusters Score -1.579861e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94799 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -15798851.000000 Penalty: 3812.721191
	Iteration 44Q: 3 clusters Score -1.579885e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95291 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -15799145.000000 Penalty: 3812.721191
	Iteration 45Q: 3 clusters Score -1.579914e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -15799358.000000 Penalty: 3812.721191
	Iteration 46Q: 3 clusters Score -1.579936e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96247 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -15799514.000000 Penalty: 3812.721191
	Iteration 47Q: 3 clusters Score -1.579951e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96730 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -15799684.000000 Penalty: 3812.721191
	Iteration 48Q: 3 clusters Score -1.579968e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97208 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -15799866.000000 Penalty: 3812.721191
	Iteration 49Q: 3 clusters Score -1.579987e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97694 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -15799895.000000 Penalty: 3812.721191
	Iteration 50Q: 3 clusters Score -1.57999e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98179 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -15800084.000000 Penalty: 3812.721191
	Iteration 51Q: 3 clusters Score -1.580008e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98636 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -15800258.000000 Penalty: 3812.721191
	Iteration 52Q: 3 clusters Score -1.580026e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99124 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -15800436.000000 Penalty: 3812.721191
	Iteration 53Q: 3 clusters Score -1.580044e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99610 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -15800574.000000 Penalty: 3812.721191
	Iteration 54Q: 3 clusters Score -1.580057e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100101 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -15800655.000000 Penalty: 3812.721191
	Iteration 55Q: 3 clusters Score -1.580066e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100655 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -15800784.000000 Penalty: 3812.721191
	Iteration 56Q: 3 clusters Score -1.580078e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -15800996.000000 Penalty: 3812.721191
	Iteration 57Q: 3 clusters Score -1.5801e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101934 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -15801147.000000 Penalty: 3812.721191
	Iteration 58Q: 3 clusters Score -1.580115e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102600 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -15801311.000000 Penalty: 3812.721191
	Iteration 59Q: 3 clusters Score -1.580131e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103291 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -15801492.000000 Penalty: 3812.721191
	Iteration 60F: 3 clusters Score -1.580149e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103979 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -15801607.000000 Penalty: 3812.721191
	Iteration 61Q: 3 clusters Score -1.580161e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104653 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -15801766.000000 Penalty: 3812.721191
	Iteration 62Q: 3 clusters Score -1.580177e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105378 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -15801947.000000 Penalty: 3812.721191
	Iteration 63Q: 3 clusters Score -1.580195e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106127 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -15802114.000000 Penalty: 3812.721191
	Iteration 64Q: 3 clusters Score -1.580211e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -15802381.000000 Penalty: 3812.721191
	Iteration 65Q: 3 clusters Score -1.580238e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107638 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -15802650.000000 Penalty: 3812.721191
	Iteration 66Q: 3 clusters Score -1.580265e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108412 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -15802978.000000 Penalty: 3812.721191
	Iteration 67Q: 3 clusters Score -1.580298e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -15803333.000000 Penalty: 3812.721191
	Iteration 68Q: 3 clusters Score -1.580333e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110043 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -15803812.000000 Penalty: 3812.721191
	Iteration 69Q: 3 clusters Score -1.580381e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110980 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -15804426.000000 Penalty: 3812.721191
	Iteration 70Q: 3 clusters Score -1.580443e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111964 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -15805047.000000 Penalty: 3812.721191
	Iteration 71Q: 3 clusters Score -1.580505e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113126 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -15805798.000000 Penalty: 3812.721191
	Iteration 72Q: 3 clusters Score -1.58058e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114395 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -15806546.000000 Penalty: 3812.721191
	Iteration 73Q: 3 clusters Score -1.580655e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115688 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -15807113.000000 Penalty: 3812.721191
	Iteration 74Q: 3 clusters Score -1.580711e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116915 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -15807565.000000 Penalty: 3812.721191
	Iteration 75Q: 3 clusters Score -1.580756e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118113 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -15807950.000000 Penalty: 3812.721191
	Iteration 76Q: 3 clusters Score -1.580795e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119225 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -15808224.000000 Penalty: 3812.721191
	Iteration 77Q: 3 clusters Score -1.580822e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120228 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -15808415.000000 Penalty: 3812.721191
	Iteration 78Q: 3 clusters Score -1.580842e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121068 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -15808613.000000 Penalty: 3812.721191
	Iteration 79Q: 3 clusters Score -1.580861e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121806 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -15808668.000000 Penalty: 3812.721191
	Iteration 80F: 3 clusters Score -1.580867e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122389 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -15808765.000000 Penalty: 3812.721191
	Iteration 81Q: 3 clusters Score -1.580876e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122886 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -15808777.000000 Penalty: 3812.721191
	Iteration 82Q: 3 clusters Score -1.580878e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123220 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -15808850.000000 Penalty: 3812.721191
	Iteration 83Q: 3 clusters Score -1.580885e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -15808875.000000 Penalty: 3812.721191
	Iteration 84Q: 3 clusters Score -1.580888e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123630 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -15808887.000000 Penalty: 3812.721191
	Iteration 85Q: 3 clusters Score -1.580889e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123737 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -15808961.000000 Penalty: 3812.721191
	Iteration 86Q: 3 clusters Score -1.580896e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123813 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -15808975.000000 Penalty: 3812.721191
	Iteration 87Q: 3 clusters Score -1.580898e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123870 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -15808983.000000 Penalty: 3812.721191
	Iteration 88Q: 3 clusters Score -1.580898e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123906 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -15809001.000000 Penalty: 3812.721191
	Iteration 89Q: 3 clusters Score -1.5809e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123933 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -15809014.000000 Penalty: 3812.721191
	Iteration 90Q: 3 clusters Score -1.580901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123958 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -15809026.000000 Penalty: 3812.721191
	Iteration 91Q: 3 clusters Score -1.580903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123974 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -15809053.000000 Penalty: 3812.721191
	Iteration 92Q: 3 clusters Score -1.580905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123987 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -15809031.000000 Penalty: 3812.721191
	Iteration 93Q: 3 clusters Score -1.580903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123997 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -15809040.000000 Penalty: 3812.721191
	Iteration 94Q: 3 clusters Score -1.580904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124003 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -15809037.000000 Penalty: 3812.721191
	Iteration 95Q: 3 clusters Score -1.580904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124006 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -15809046.000000 Penalty: 3812.721191
	Iteration 96Q: 3 clusters Score -1.580905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124010 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -15809040.000000 Penalty: 3812.721191
	Iteration 97Q: 3 clusters Score -1.580904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124013 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -15809049.000000 Penalty: 3812.721191
	Iteration 98Q: 3 clusters Score -1.580905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124016 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -15809052.000000 Penalty: 3812.721191
	Iteration 99Q: 3 clusters Score -1.580905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124016 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -15809060.000000 Penalty: 3812.721191
	Iteration 100F: 3 clusters Score -1.580906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124018 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -15809044.000000 Penalty: 3812.721191
	Iteration 101Q: 3 clusters Score -1.580904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124021 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -15809051.000000 Penalty: 3812.721191
	Iteration 102Q: 3 clusters Score -1.580905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124023 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -15809055.000000 Penalty: 3812.721191
	Iteration 103Q: 3 clusters Score -1.580906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124024 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -15809061.000000 Penalty: 3812.721191
	Iteration 104Q: 3 clusters Score -1.580906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124029 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -15809068.000000 Penalty: 3812.721191
	Iteration 105Q: 3 clusters Score -1.580907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124034 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -15809067.000000 Penalty: 3812.721191
	Iteration 106Q: 3 clusters Score -1.580907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124036 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -15809063.000000 Penalty: 3812.721191
	Iteration 107Q: 3 clusters Score -1.580906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124041 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -15809072.000000 Penalty: 3812.721191
	Iteration 108Q: 3 clusters Score -1.580907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124043 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -15809061.000000 Penalty: 3812.721191
	Iteration 109Q: 3 clusters Score -1.580906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124043 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -15809061.000000 Penalty: 3812.721191
	Iteration 110F: 3 clusters Score -1.580906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80866 members 
Mstep: Class 2 contains 129105 members 
Mstep: Class 3 contains 17430 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 90951 members 
Mstep: Class 6 contains 7623 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 3815 members 
Mstep: Class 9 contains 83128 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48693 members 
Mstep: Class 12 contains 5503 members 
Mstep: Class 13 contains 30669 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11658 members 
Mstep: Class 16 contains 3061 members 
Mstep: Class 17 contains 7166 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22200 members 
Mstep: Class 20 contains 35390 members 
Mstep: Class 21 contains 5304 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47649 members 
Mstep: Class 24 contains 48235 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3815 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14439 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943560.000000 Penalty: 82330.375000
Iteration 319Q: 38 clusters Score -1.089436e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80868 members 
Mstep: Class 2 contains 129102 members 
Mstep: Class 3 contains 17430 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 90946 members 
Mstep: Class 6 contains 7622 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 83132 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48667 members 
Mstep: Class 12 contains 5521 members 
Mstep: Class 13 contains 30667 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11650 members 
Mstep: Class 16 contains 3058 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22201 members 
Mstep: Class 20 contains 35391 members 
Mstep: Class 21 contains 5303 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 47661 members 
Mstep: Class 24 contains 48232 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3859 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14439 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943712.000000 Penalty: 82330.375000
Iteration 320F: 38 clusters Score -1.089437e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80871 members 
Mstep: Class 2 contains 129095 members 
Mstep: Class 3 contains 17430 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 90945 members 
Mstep: Class 6 contains 7623 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 83134 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48638 members 
Mstep: Class 12 contains 5539 members 
Mstep: Class 13 contains 30662 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11635 members 
Mstep: Class 16 contains 3052 members 
Mstep: Class 17 contains 7168 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22203 members 
Mstep: Class 20 contains 35392 members 
Mstep: Class 21 contains 5302 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47682 members 
Mstep: Class 24 contains 48230 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3897 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14439 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943784.000000 Penalty: 82330.375000
Iteration 321Q: 38 clusters Score -1.089438e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80872 members 
Mstep: Class 2 contains 129106 members 
Mstep: Class 3 contains 17428 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 90940 members 
Mstep: Class 6 contains 7624 members 
Mstep: Class 7 contains 4532 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 83134 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48622 members 
Mstep: Class 12 contains 5554 members 
Mstep: Class 13 contains 30661 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11628 members 
Mstep: Class 16 contains 3048 members 
Mstep: Class 17 contains 7170 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22207 members 
Mstep: Class 20 contains 35395 members 
Mstep: Class 21 contains 5302 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47697 members 
Mstep: Class 24 contains 48222 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3919 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14438 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943856.000000 Penalty: 82330.375000
Iteration 322Q: 38 clusters Score -1.089439e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80873 members 
Mstep: Class 2 contains 129105 members 
Mstep: Class 3 contains 17427 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 90942 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 4530 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 83141 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48609 members 
Mstep: Class 12 contains 5573 members 
Mstep: Class 13 contains 30658 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 3044 members 
Mstep: Class 17 contains 7170 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22208 members 
Mstep: Class 20 contains 35397 members 
Mstep: Class 21 contains 5298 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47702 members 
Mstep: Class 24 contains 48215 members 
Mstep: Class 25 contains 5631 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3945 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14438 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943872.000000 Penalty: 82330.375000
Iteration 323Q: 38 clusters Score -1.089439e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80873 members 
Mstep: Class 2 contains 129118 members 
Mstep: Class 3 contains 17427 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 90945 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 4529 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 83152 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48602 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 30656 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11601 members 
Mstep: Class 16 contains 3042 members 
Mstep: Class 17 contains 7171 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22208 members 
Mstep: Class 20 contains 35398 members 
Mstep: Class 21 contains 5293 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47707 members 
Mstep: Class 24 contains 48208 members 
Mstep: Class 25 contains 5631 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17061 members 
Mstep: Class 29 contains 2492 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3953 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14436 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944096.000000 Penalty: 82330.375000
Iteration 324Q: 38 clusters Score -1.089441e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80870 members 
Mstep: Class 2 contains 129134 members 
Mstep: Class 3 contains 17426 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 90951 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 4528 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 83150 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48611 members 
Mstep: Class 12 contains 5592 members 
Mstep: Class 13 contains 30652 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 11597 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 7171 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22209 members 
Mstep: Class 20 contains 35403 members 
Mstep: Class 21 contains 5290 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47705 members 
Mstep: Class 24 contains 48200 members 
Mstep: Class 25 contains 5631 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17061 members 
Mstep: Class 29 contains 2493 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3957 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14436 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944056.000000 Penalty: 82330.375000
Iteration 325Q: 38 clusters Score -1.089441e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80874 members 
Mstep: Class 2 contains 129151 members 
Mstep: Class 3 contains 17426 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 90959 members 
Mstep: Class 6 contains 7623 members 
Mstep: Class 7 contains 4527 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 83164 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48623 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 30638 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11597 members 
Mstep: Class 16 contains 3032 members 
Mstep: Class 17 contains 7170 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22209 members 
Mstep: Class 20 contains 35408 members 
Mstep: Class 21 contains 5291 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47700 members 
Mstep: Class 24 contains 48194 members 
Mstep: Class 25 contains 5631 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17061 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3955 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14435 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944064.000000 Penalty: 82330.375000
Iteration 326Q: 38 clusters Score -1.089441e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 129168 members 
Mstep: Class 3 contains 17426 members 
Mstep: Class 4 contains 7742 members 
Mstep: Class 5 contains 90961 members 
Mstep: Class 6 contains 7620 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 83169 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48635 members 
Mstep: Class 12 contains 5614 members 
Mstep: Class 13 contains 30627 members 
Mstep: Class 14 contains 4966 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 7170 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22211 members 
Mstep: Class 20 contains 35412 members 
Mstep: Class 21 contains 5290 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47695 members 
Mstep: Class 24 contains 48189 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17062 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3955 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14433 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944040.000000 Penalty: 82330.375000
Iteration 327Q: 38 clusters Score -1.08944e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80879 members 
Mstep: Class 2 contains 129171 members 
Mstep: Class 3 contains 17426 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 90966 members 
Mstep: Class 6 contains 7619 members 
Mstep: Class 7 contains 4523 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 83172 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48631 members 
Mstep: Class 12 contains 5628 members 
Mstep: Class 13 contains 30612 members 
Mstep: Class 14 contains 4966 members 
Mstep: Class 15 contains 11586 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 7171 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22213 members 
Mstep: Class 20 contains 35413 members 
Mstep: Class 21 contains 5290 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47694 members 
Mstep: Class 24 contains 48185 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17063 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3962 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14432 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943920.000000 Penalty: 82330.375000
Iteration 328Q: 38 clusters Score -1.089439e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 129178 members 
Mstep: Class 3 contains 17426 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 90977 members 
Mstep: Class 6 contains 7620 members 
Mstep: Class 7 contains 4522 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 83159 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48621 members 
Mstep: Class 12 contains 5640 members 
Mstep: Class 13 contains 30600 members 
Mstep: Class 14 contains 4966 members 
Mstep: Class 15 contains 11585 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 7171 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35413 members 
Mstep: Class 21 contains 5290 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47705 members 
Mstep: Class 24 contains 48182 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17064 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 3978 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14434 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943976.000000 Penalty: 82330.375000
Iteration 329Q: 38 clusters Score -1.08944e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 129180 members 
Mstep: Class 3 contains 17425 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 90986 members 
Mstep: Class 6 contains 7620 members 
Mstep: Class 7 contains 4522 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 83154 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48630 members 
Mstep: Class 12 contains 5652 members 
Mstep: Class 13 contains 30593 members 
Mstep: Class 14 contains 4966 members 
Mstep: Class 15 contains 11584 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 7173 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35415 members 
Mstep: Class 21 contains 5289 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47713 members 
Mstep: Class 24 contains 48178 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3415 members 
Mstep: Class 32 contains 3995 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14431 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944008.000000 Penalty: 82330.375000
Iteration 330Q: 38 clusters Score -1.08944e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80882 members 
Mstep: Class 2 contains 129169 members 
Mstep: Class 3 contains 17425 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 90991 members 
Mstep: Class 6 contains 7619 members 
Mstep: Class 7 contains 4522 members 
Mstep: Class 8 contains 3813 members 
Mstep: Class 9 contains 83153 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48638 members 
Mstep: Class 12 contains 5664 members 
Mstep: Class 13 contains 30584 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11577 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35416 members 
Mstep: Class 21 contains 5289 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47723 members 
Mstep: Class 24 contains 48174 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 4017 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14430 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944032.000000 Penalty: 82330.375000
Iteration 331Q: 38 clusters Score -1.08944e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80884 members 
Mstep: Class 2 contains 129160 members 
Mstep: Class 3 contains 17425 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 90997 members 
Mstep: Class 6 contains 7618 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 3813 members 
Mstep: Class 9 contains 83164 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48631 members 
Mstep: Class 12 contains 5681 members 
Mstep: Class 13 contains 30578 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11579 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 7177 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22215 members 
Mstep: Class 20 contains 35416 members 
Mstep: Class 21 contains 5289 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47731 members 
Mstep: Class 24 contains 48168 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 4032 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14428 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944032.000000 Penalty: 82330.375000
Iteration 332Q: 38 clusters Score -1.08944e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 129145 members 
Mstep: Class 3 contains 17425 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 91004 members 
Mstep: Class 6 contains 7617 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 3813 members 
Mstep: Class 9 contains 83175 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48616 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 30571 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11579 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 7177 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35418 members 
Mstep: Class 21 contains 5289 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47736 members 
Mstep: Class 24 contains 48165 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 4054 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14428 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944000.000000 Penalty: 82330.375000
Iteration 333Q: 38 clusters Score -1.08944e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 129140 members 
Mstep: Class 3 contains 17425 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 91011 members 
Mstep: Class 6 contains 7617 members 
Mstep: Class 7 contains 4520 members 
Mstep: Class 8 contains 3813 members 
Mstep: Class 9 contains 83176 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48607 members 
Mstep: Class 12 contains 5723 members 
Mstep: Class 13 contains 30568 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11578 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 7177 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35420 members 
Mstep: Class 21 contains 5288 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47743 members 
Mstep: Class 24 contains 48159 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 4078 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14427 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943960.000000 Penalty: 82330.375000
Iteration 334Q: 38 clusters Score -1.08944e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 129144 members 
Mstep: Class 3 contains 17425 members 
Mstep: Class 4 contains 7745 members 
Mstep: Class 5 contains 91014 members 
Mstep: Class 6 contains 7618 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3813 members 
Mstep: Class 9 contains 83171 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48600 members 
Mstep: Class 12 contains 5741 members 
Mstep: Class 13 contains 30566 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11578 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 7177 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35419 members 
Mstep: Class 21 contains 5287 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47752 members 
Mstep: Class 24 contains 48151 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 4102 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14427 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 124020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943928.000000 Penalty: 82330.375000
Iteration 335Q: 38 clusters Score -1.089439e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 129146 members 
Mstep: Class 3 contains 17425 members 
Mstep: Class 4 contains 7746 members 
Mstep: Class 5 contains 91012 members 
Mstep: Class 6 contains 7618 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 3813 members 
Mstep: Class 9 contains 83181 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48595 members 
Mstep: Class 12 contains 5747 members 
Mstep: Class 13 contains 30564 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11579 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22215 members 
Mstep: Class 20 contains 35421 members 
Mstep: Class 21 contains 5286 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47772 members 
Mstep: Class 24 contains 48142 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14427 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944024.000000 Penalty: 82330.375000
Iteration 336Q: 38 clusters Score -1.08944e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 129145 members 
Mstep: Class 3 contains 17425 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91009 members 
Mstep: Class 6 contains 7617 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 3813 members 
Mstep: Class 9 contains 83176 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48619 members 
Mstep: Class 12 contains 5759 members 
Mstep: Class 13 contains 30557 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11582 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22215 members 
Mstep: Class 20 contains 35421 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47783 members 
Mstep: Class 24 contains 48134 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 4130 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14427 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944000.000000 Penalty: 82330.375000
Iteration 337Q: 38 clusters Score -1.08944e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 129144 members 
Mstep: Class 3 contains 17425 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 91014 members 
Mstep: Class 6 contains 7617 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83174 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48643 members 
Mstep: Class 12 contains 5775 members 
Mstep: Class 13 contains 30555 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11585 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35423 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47788 members 
Mstep: Class 24 contains 48127 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 4135 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14427 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944064.000000 Penalty: 82330.375000
Iteration 338Q: 38 clusters Score -1.089441e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 129148 members 
Mstep: Class 3 contains 17425 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 91017 members 
Mstep: Class 6 contains 7616 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83174 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48666 members 
Mstep: Class 12 contains 5786 members 
Mstep: Class 13 contains 30556 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11582 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 7179 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35425 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47789 members 
Mstep: Class 24 contains 48123 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14427 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944056.000000 Penalty: 82330.375000
Iteration 339Q: 38 clusters Score -1.089441e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 129149 members 
Mstep: Class 3 contains 17424 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91020 members 
Mstep: Class 6 contains 7616 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83170 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48682 members 
Mstep: Class 12 contains 5792 members 
Mstep: Class 13 contains 30552 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11587 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 7180 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35425 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47784 members 
Mstep: Class 24 contains 48118 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 4153 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14427 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944072.000000 Penalty: 82330.375000
Iteration 340F: 38 clusters Score -1.089441e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80889 members 
Mstep: Class 2 contains 129148 members 
Mstep: Class 3 contains 17423 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91021 members 
Mstep: Class 6 contains 7616 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83167 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48693 members 
Mstep: Class 12 contains 5799 members 
Mstep: Class 13 contains 30550 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11585 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35425 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47788 members 
Mstep: Class 24 contains 48107 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 4161 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14427 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944040.000000 Penalty: 82330.375000
Iteration 341Q: 38 clusters Score -1.08944e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 129151 members 
Mstep: Class 3 contains 17422 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91026 members 
Mstep: Class 6 contains 7617 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83159 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48687 members 
Mstep: Class 12 contains 5804 members 
Mstep: Class 13 contains 30545 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11589 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35426 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47789 members 
Mstep: Class 24 contains 48103 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 4164 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14427 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944048.000000 Penalty: 82330.375000
Iteration 342Q: 38 clusters Score -1.08944e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80894 members 
Mstep: Class 2 contains 129150 members 
Mstep: Class 3 contains 17422 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91028 members 
Mstep: Class 6 contains 7616 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83161 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48684 members 
Mstep: Class 12 contains 5813 members 
Mstep: Class 13 contains 30544 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11591 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 7188 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35425 members 
Mstep: Class 21 contains 5284 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47787 members 
Mstep: Class 24 contains 48096 members 
Mstep: Class 25 contains 5633 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 4168 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14427 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944224.000000 Penalty: 82330.375000
Iteration 343Q: 38 clusters Score -1.089442e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 129153 members 
Mstep: Class 3 contains 17422 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91025 members 
Mstep: Class 6 contains 7616 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83163 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48683 members 
Mstep: Class 12 contains 5822 members 
Mstep: Class 13 contains 30540 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11591 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 7191 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35424 members 
Mstep: Class 21 contains 5284 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47789 members 
Mstep: Class 24 contains 48089 members 
Mstep: Class 25 contains 5634 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 4176 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14427 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944256.000000 Penalty: 82330.375000
Iteration 344Q: 38 clusters Score -1.089443e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 129159 members 
Mstep: Class 3 contains 17422 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91024 members 
Mstep: Class 6 contains 7616 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83171 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48698 members 
Mstep: Class 12 contains 5824 members 
Mstep: Class 13 contains 30540 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11585 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35425 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47786 members 
Mstep: Class 24 contains 48082 members 
Mstep: Class 25 contains 5637 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 4179 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14426 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944232.000000 Penalty: 82330.375000
Iteration 345Q: 38 clusters Score -1.089442e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 129168 members 
Mstep: Class 3 contains 17422 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91021 members 
Mstep: Class 6 contains 7616 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83181 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48702 members 
Mstep: Class 12 contains 5826 members 
Mstep: Class 13 contains 30534 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11589 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35424 members 
Mstep: Class 21 contains 5285 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47786 members 
Mstep: Class 24 contains 48076 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 4181 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14425 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944208.000000 Penalty: 82330.375000
Iteration 346Q: 38 clusters Score -1.089442e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 129166 members 
Mstep: Class 3 contains 17422 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91025 members 
Mstep: Class 6 contains 7616 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83186 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48717 members 
Mstep: Class 12 contains 5829 members 
Mstep: Class 13 contains 30530 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11594 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35424 members 
Mstep: Class 21 contains 5284 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47792 members 
Mstep: Class 24 contains 48068 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4179 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14424 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944168.000000 Penalty: 82330.375000
Iteration 347Q: 38 clusters Score -1.089442e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 129171 members 
Mstep: Class 3 contains 17422 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91025 members 
Mstep: Class 6 contains 7616 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83189 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48729 members 
Mstep: Class 12 contains 5834 members 
Mstep: Class 13 contains 30527 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11599 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35426 members 
Mstep: Class 21 contains 5284 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47791 members 
Mstep: Class 24 contains 48061 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4180 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14423 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944264.000000 Penalty: 82330.375000
Iteration 348Q: 38 clusters Score -1.089443e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80917 members 
Mstep: Class 2 contains 129174 members 
Mstep: Class 3 contains 17422 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91028 members 
Mstep: Class 6 contains 7616 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83184 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48730 members 
Mstep: Class 12 contains 5836 members 
Mstep: Class 13 contains 30525 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 11600 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22213 members 
Mstep: Class 20 contains 35428 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47794 members 
Mstep: Class 24 contains 48058 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4184 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14422 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944224.000000 Penalty: 82330.375000
Iteration 349Q: 38 clusters Score -1.089442e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 129181 members 
Mstep: Class 3 contains 17422 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91027 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83186 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48737 members 
Mstep: Class 12 contains 5840 members 
Mstep: Class 13 contains 30521 members 
Mstep: Class 14 contains 4966 members 
Mstep: Class 15 contains 11601 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22213 members 
Mstep: Class 20 contains 35430 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47797 members 
Mstep: Class 24 contains 48058 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4189 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14422 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944192.000000 Penalty: 82330.375000
Iteration 350Q: 38 clusters Score -1.089442e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80920 members 
Mstep: Class 2 contains 129180 members 
Mstep: Class 3 contains 17422 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91029 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83190 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48734 members 
Mstep: Class 12 contains 5844 members 
Mstep: Class 13 contains 30518 members 
Mstep: Class 14 contains 4966 members 
Mstep: Class 15 contains 11599 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22213 members 
Mstep: Class 20 contains 35428 members 
Mstep: Class 21 contains 5284 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47805 members 
Mstep: Class 24 contains 48058 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4193 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14422 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944152.000000 Penalty: 82330.375000
Iteration 351Q: 38 clusters Score -1.089442e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80921 members 
Mstep: Class 2 contains 129180 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91032 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83194 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48738 members 
Mstep: Class 12 contains 5850 members 
Mstep: Class 13 contains 30514 members 
Mstep: Class 14 contains 4966 members 
Mstep: Class 15 contains 11598 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22213 members 
Mstep: Class 20 contains 35428 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47807 members 
Mstep: Class 24 contains 48056 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4194 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14422 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944168.000000 Penalty: 82330.375000
Iteration 352Q: 38 clusters Score -1.089442e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 129175 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91037 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83191 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48748 members 
Mstep: Class 12 contains 5853 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4966 members 
Mstep: Class 15 contains 11598 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22213 members 
Mstep: Class 20 contains 35427 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47810 members 
Mstep: Class 24 contains 48055 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4195 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14422 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944256.000000 Penalty: 82330.375000
Iteration 353Q: 38 clusters Score -1.089443e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80921 members 
Mstep: Class 2 contains 129169 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91039 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83194 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48757 members 
Mstep: Class 12 contains 5856 members 
Mstep: Class 13 contains 30514 members 
Mstep: Class 14 contains 4966 members 
Mstep: Class 15 contains 11598 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22213 members 
Mstep: Class 20 contains 35427 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47812 members 
Mstep: Class 24 contains 48054 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17066 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14423 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944200.000000 Penalty: 82330.375000
Iteration 354Q: 38 clusters Score -1.089442e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80921 members 
Mstep: Class 2 contains 129178 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91037 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83197 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48768 members 
Mstep: Class 12 contains 5860 members 
Mstep: Class 13 contains 30514 members 
Mstep: Class 14 contains 4966 members 
Mstep: Class 15 contains 11595 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35428 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47814 members 
Mstep: Class 24 contains 48052 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944200.000000 Penalty: 82330.375000
Iteration 355Q: 38 clusters Score -1.089442e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80921 members 
Mstep: Class 2 contains 129180 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91036 members 
Mstep: Class 6 contains 7613 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83196 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48782 members 
Mstep: Class 12 contains 5863 members 
Mstep: Class 13 contains 30516 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11595 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22215 members 
Mstep: Class 20 contains 35430 members 
Mstep: Class 21 contains 5280 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47822 members 
Mstep: Class 24 contains 48052 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944136.000000 Penalty: 82330.375000
Iteration 356Q: 38 clusters Score -1.089441e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80921 members 
Mstep: Class 2 contains 129180 members 
Mstep: Class 3 contains 17422 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91036 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83187 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48791 members 
Mstep: Class 12 contains 5868 members 
Mstep: Class 13 contains 30519 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11594 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22215 members 
Mstep: Class 20 contains 35432 members 
Mstep: Class 21 contains 5280 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47828 members 
Mstep: Class 24 contains 48050 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944192.000000 Penalty: 82330.375000
Iteration 357Q: 38 clusters Score -1.089442e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80921 members 
Mstep: Class 2 contains 129180 members 
Mstep: Class 3 contains 17422 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91034 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83181 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48797 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 30518 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11597 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35434 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47834 members 
Mstep: Class 24 contains 48049 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944192.000000 Penalty: 82330.375000
Iteration 358Q: 38 clusters Score -1.089442e+08 nChanged 62
Entering ConstructFrom: 
Score: -108944192.000000 Penalty: 82330.375000
Entering ConstructFrom: 
Trying to split cluster 1 (80924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80924 members 
Entering Unmasked Estep 
Score: -10380630.000000 Penalty: 1836.455688
	Iteration 0F: 2 clusters Score -1.038063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -10327315.000000 Penalty: 3672.911377
	Iteration 0F: 3 clusters Score -1.032732e+07 nChanged 38492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -10349316.000000 Penalty: 3672.911377
	Iteration 1F: 3 clusters Score -1.034932e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -10349964.000000 Penalty: 3672.911377
	Iteration 2Q: 3 clusters Score -1.034996e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -10350644.000000 Penalty: 3672.911377
	Iteration 3Q: 3 clusters Score -1.035064e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -10351352.000000 Penalty: 3672.911377
	Iteration 4Q: 3 clusters Score -1.035135e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -10352287.000000 Penalty: 3672.911377
	Iteration 5Q: 3 clusters Score -1.035229e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -10353548.000000 Penalty: 3672.911377
	Iteration 6Q: 3 clusters Score -1.035355e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -10355197.000000 Penalty: 3672.911377
	Iteration 7Q: 3 clusters Score -1.03552e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -10357776.000000 Penalty: 3672.911377
	Iteration 8F: 3 clusters Score -1.035778e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -10361080.000000 Penalty: 3672.911377
	Iteration 9F: 3 clusters Score -1.036108e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -10364440.000000 Penalty: 3672.911377
	Iteration 10F: 3 clusters Score -1.036444e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -10366677.000000 Penalty: 3672.911377
	Iteration 11Q: 3 clusters Score -1.036668e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -10368037.000000 Penalty: 3672.911377
	Iteration 12Q: 3 clusters Score -1.036804e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -10368908.000000 Penalty: 3672.911377
	Iteration 13Q: 3 clusters Score -1.036891e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -10369718.000000 Penalty: 3672.911377
	Iteration 14Q: 3 clusters Score -1.036972e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -10370415.000000 Penalty: 3672.911377
	Iteration 15Q: 3 clusters Score -1.037042e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -10371298.000000 Penalty: 3672.911377
	Iteration 16Q: 3 clusters Score -1.03713e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
Score: -10372229.000000 Penalty: 3672.911377
	Iteration 17Q: 3 clusters Score -1.037223e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -10373140.000000 Penalty: 3672.911377
	Iteration 18Q: 3 clusters Score -1.037314e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 72940 members 
Entering Unmasked Estep 
Score: -10374049.000000 Penalty: 3672.911377
	Iteration 19Q: 3 clusters Score -1.037405e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 74453 members 
Entering Unmasked Estep 
Score: -10374990.000000 Penalty: 3672.911377
	Iteration 20F: 3 clusters Score -1.037499e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 75807 members 
Entering Unmasked Estep 
Score: -10375862.000000 Penalty: 3672.911377
	Iteration 21Q: 3 clusters Score -1.037586e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 76970 members 
Entering Unmasked Estep 
Score: -10376641.000000 Penalty: 3672.911377
	Iteration 22Q: 3 clusters Score -1.037664e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 77933 members 
Entering Unmasked Estep 
Score: -10377206.000000 Penalty: 3672.911377
	Iteration 23Q: 3 clusters Score -1.037721e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -10377724.000000 Penalty: 3672.911377
	Iteration 24Q: 3 clusters Score -1.037772e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 79314 members 
Entering Unmasked Estep 
Score: -10378128.000000 Penalty: 3672.911377
	Iteration 25Q: 3 clusters Score -1.037813e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -10378355.000000 Penalty: 3672.911377
	Iteration 26Q: 3 clusters Score -1.037836e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 80060 members 
Entering Unmasked Estep 
Score: -10378590.000000 Penalty: 3672.911377
	Iteration 27Q: 3 clusters Score -1.037859e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 80245 members 
Entering Unmasked Estep 
Score: -10378728.000000 Penalty: 3672.911377
	Iteration 28Q: 3 clusters Score -1.037873e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -10378816.000000 Penalty: 3672.911377
	Iteration 29Q: 3 clusters Score -1.037882e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 80447 members 
Entering Unmasked Estep 
Score: -10378873.000000 Penalty: 3672.911377
	Iteration 30Q: 3 clusters Score -1.037887e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 80501 members 
Entering Unmasked Estep 
Score: -10378912.000000 Penalty: 3672.911377
	Iteration 31Q: 3 clusters Score -1.037891e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 80546 members 
Entering Unmasked Estep 
Score: -10378948.000000 Penalty: 3672.911377
	Iteration 32Q: 3 clusters Score -1.037895e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 80573 members 
Entering Unmasked Estep 
Score: -10378978.000000 Penalty: 3672.911377
	Iteration 33Q: 3 clusters Score -1.037898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 80586 members 
Entering Unmasked Estep 
Score: -10378995.000000 Penalty: 3672.911377
	Iteration 34Q: 3 clusters Score -1.0379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -10378998.000000 Penalty: 3672.911377
	Iteration 35Q: 3 clusters Score -1.0379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -10379004.000000 Penalty: 3672.911377
	Iteration 36Q: 3 clusters Score -1.0379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 80591 members 
Entering Unmasked Estep 
Score: -10379001.000000 Penalty: 3672.911377
	Iteration 37Q: 3 clusters Score -1.0379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 80594 members 
Entering Unmasked Estep 
Score: -10378998.000000 Penalty: 3672.911377
	Iteration 38Q: 3 clusters Score -1.0379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 80601 members 
Entering Unmasked Estep 
Score: -10379016.000000 Penalty: 3672.911377
	Iteration 39Q: 3 clusters Score -1.037902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 80609 members 
Entering Unmasked Estep 
Score: -10379035.000000 Penalty: 3672.911377
	Iteration 40F: 3 clusters Score -1.037904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 80609 members 
Entering Unmasked Estep 
Score: -10379044.000000 Penalty: 3672.911377
	Iteration 41Q: 3 clusters Score -1.037904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 80610 members 
Entering Unmasked Estep 
Score: -10379036.000000 Penalty: 3672.911377
	Iteration 42Q: 3 clusters Score -1.037904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -10379042.000000 Penalty: 3672.911377
	Iteration 43Q: 3 clusters Score -1.037904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -10379047.000000 Penalty: 3672.911377
	Iteration 44Q: 3 clusters Score -1.037905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -10379044.000000 Penalty: 3672.911377
	Iteration 45Q: 3 clusters Score -1.037904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -10379045.000000 Penalty: 3672.911377
	Iteration 46Q: 3 clusters Score -1.037904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -10379043.000000 Penalty: 3672.911377
	Iteration 47Q: 3 clusters Score -1.037904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -10379048.000000 Penalty: 3672.911377
	Iteration 48Q: 3 clusters Score -1.037905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -10379048.000000 Penalty: 3672.911377
	Iteration 49Q: 3 clusters Score -1.037905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -10379048.000000 Penalty: 3672.911377
	Iteration 50F: 3 clusters Score -1.037905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129183 members 
Entering Unmasked Estep 
Score: -16518985.000000 Penalty: 1912.460205
	Iteration 0F: 2 clusters Score -1.651898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -16436883.000000 Penalty: 3824.920410
	Iteration 0F: 3 clusters Score -1.643688e+07 nChanged 62191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -16473132.000000 Penalty: 3824.920410
	Iteration 1F: 3 clusters Score -1.647313e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
Score: -16474290.000000 Penalty: 3824.920410
	Iteration 2Q: 3 clusters Score -1.647429e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -16475884.000000 Penalty: 3824.920410
	Iteration 3Q: 3 clusters Score -1.647588e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -16478231.000000 Penalty: 3824.920410
	Iteration 4Q: 3 clusters Score -1.647823e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 78804 members 
Entering Unmasked Estep 
Score: -16481610.000000 Penalty: 3824.920410
	Iteration 5F: 3 clusters Score -1.648161e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -16486704.000000 Penalty: 3824.920410
	Iteration 6F: 3 clusters Score -1.64867e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 86995 members 
Entering Unmasked Estep 
Score: -16493219.000000 Penalty: 3824.920410
	Iteration 7F: 3 clusters Score -1.649322e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 89244 members 
Entering Unmasked Estep 
Score: -16498700.000000 Penalty: 3824.920410
	Iteration 8F: 3 clusters Score -1.64987e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 89987 members 
Entering Unmasked Estep 
Score: -16501334.000000 Penalty: 3824.920410
	Iteration 9Q: 3 clusters Score -1.650133e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -16502224.000000 Penalty: 3824.920410
	Iteration 10Q: 3 clusters Score -1.650222e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 90443 members 
Entering Unmasked Estep 
Score: -16502452.000000 Penalty: 3824.920410
	Iteration 11Q: 3 clusters Score -1.650245e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -16502665.000000 Penalty: 3824.920410
	Iteration 12Q: 3 clusters Score -1.650266e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 90716 members 
Entering Unmasked Estep 
Score: -16502783.000000 Penalty: 3824.920410
	Iteration 13Q: 3 clusters Score -1.650278e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 90845 members 
Entering Unmasked Estep 
Score: -16503052.000000 Penalty: 3824.920410
	Iteration 14Q: 3 clusters Score -1.650305e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 90988 members 
Entering Unmasked Estep 
Score: -16503259.000000 Penalty: 3824.920410
	Iteration 15Q: 3 clusters Score -1.650326e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 91104 members 
Entering Unmasked Estep 
Score: -16503401.000000 Penalty: 3824.920410
	Iteration 16Q: 3 clusters Score -1.65034e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 91220 members 
Entering Unmasked Estep 
Score: -16503520.000000 Penalty: 3824.920410
	Iteration 17Q: 3 clusters Score -1.650352e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -16503758.000000 Penalty: 3824.920410
	Iteration 18Q: 3 clusters Score -1.650376e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 91536 members 
Entering Unmasked Estep 
Score: -16504128.000000 Penalty: 3824.920410
	Iteration 19Q: 3 clusters Score -1.650413e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 91663 members 
Entering Unmasked Estep 
Score: -16504467.000000 Penalty: 3824.920410
	Iteration 20F: 3 clusters Score -1.650447e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 91869 members 
Entering Unmasked Estep 
Score: -16504835.000000 Penalty: 3824.920410
	Iteration 21Q: 3 clusters Score -1.650484e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 92094 members 
Entering Unmasked Estep 
Score: -16505228.000000 Penalty: 3824.920410
	Iteration 22Q: 3 clusters Score -1.650523e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 92376 members 
Entering Unmasked Estep 
Score: -16505582.000000 Penalty: 3824.920410
	Iteration 23Q: 3 clusters Score -1.650558e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 92633 members 
Entering Unmasked Estep 
Score: -16505901.000000 Penalty: 3824.920410
	Iteration 24Q: 3 clusters Score -1.65059e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 92894 members 
Entering Unmasked Estep 
Score: -16506187.000000 Penalty: 3824.920410
	Iteration 25Q: 3 clusters Score -1.650619e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 93156 members 
Entering Unmasked Estep 
Score: -16506578.000000 Penalty: 3824.920410
	Iteration 26Q: 3 clusters Score -1.650658e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 93362 members 
Entering Unmasked Estep 
Score: -16506798.000000 Penalty: 3824.920410
	Iteration 27Q: 3 clusters Score -1.65068e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 93528 members 
Entering Unmasked Estep 
Score: -16507019.000000 Penalty: 3824.920410
	Iteration 28Q: 3 clusters Score -1.650702e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -16507181.000000 Penalty: 3824.920410
	Iteration 29Q: 3 clusters Score -1.650718e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 93841 members 
Entering Unmasked Estep 
Score: -16507422.000000 Penalty: 3824.920410
	Iteration 30Q: 3 clusters Score -1.650742e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 93916 members 
Entering Unmasked Estep 
Score: -16507586.000000 Penalty: 3824.920410
	Iteration 31Q: 3 clusters Score -1.650759e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -16507630.000000 Penalty: 3824.920410
	Iteration 32Q: 3 clusters Score -1.650763e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 93981 members 
Entering Unmasked Estep 
Score: -16507790.000000 Penalty: 3824.920410
	Iteration 33Q: 3 clusters Score -1.650779e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 93960 members 
Entering Unmasked Estep 
Score: -16507840.000000 Penalty: 3824.920410
	Iteration 34Q: 3 clusters Score -1.650784e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 93944 members 
Entering Unmasked Estep 
Score: -16507919.000000 Penalty: 3824.920410
	Iteration 35Q: 3 clusters Score -1.650792e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -16507991.000000 Penalty: 3824.920410
	Iteration 36Q: 3 clusters Score -1.650799e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 93872 members 
Entering Unmasked Estep 
Score: -16508012.000000 Penalty: 3824.920410
	Iteration 37Q: 3 clusters Score -1.650801e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 93802 members 
Entering Unmasked Estep 
Score: -16508069.000000 Penalty: 3824.920410
	Iteration 38Q: 3 clusters Score -1.650807e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 93735 members 
Entering Unmasked Estep 
Score: -16508126.000000 Penalty: 3824.920410
	Iteration 39Q: 3 clusters Score -1.650813e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -16508145.000000 Penalty: 3824.920410
	Iteration 40F: 3 clusters Score -1.650814e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -16508141.000000 Penalty: 3824.920410
	Iteration 41Q: 3 clusters Score -1.650814e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -16508141.000000 Penalty: 3824.920410
	Iteration 42Q: 3 clusters Score -1.650814e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 93448 members 
Entering Unmasked Estep 
Score: -16508156.000000 Penalty: 3824.920410
	Iteration 43Q: 3 clusters Score -1.650816e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -16508125.000000 Penalty: 3824.920410
	Iteration 44Q: 3 clusters Score -1.650812e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -16508114.000000 Penalty: 3824.920410
	Iteration 45Q: 3 clusters Score -1.650811e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 93196 members 
Entering Unmasked Estep 
Score: -16508116.000000 Penalty: 3824.920410
	Iteration 46Q: 3 clusters Score -1.650812e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -16508126.000000 Penalty: 3824.920410
	Iteration 47Q: 3 clusters Score -1.650813e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 93010 members 
Entering Unmasked Estep 
Score: -16508104.000000 Penalty: 3824.920410
	Iteration 48Q: 3 clusters Score -1.65081e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -16508131.000000 Penalty: 3824.920410
	Iteration 49Q: 3 clusters Score -1.650813e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 92835 members 
Entering Unmasked Estep 
Score: -16508099.000000 Penalty: 3824.920410
	Iteration 50Q: 3 clusters Score -1.65081e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 92759 members 
Entering Unmasked Estep 
Score: -16508094.000000 Penalty: 3824.920410
	Iteration 51Q: 3 clusters Score -1.650809e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 92681 members 
Entering Unmasked Estep 
Score: -16508085.000000 Penalty: 3824.920410
	Iteration 52Q: 3 clusters Score -1.650808e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 92606 members 
Entering Unmasked Estep 
Score: -16508083.000000 Penalty: 3824.920410
	Iteration 53Q: 3 clusters Score -1.650808e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -16508053.000000 Penalty: 3824.920410
	Iteration 54Q: 3 clusters Score -1.650805e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 92442 members 
Entering Unmasked Estep 
Score: -16508060.000000 Penalty: 3824.920410
	Iteration 55Q: 3 clusters Score -1.650806e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -16508043.000000 Penalty: 3824.920410
	Iteration 56Q: 3 clusters Score -1.650804e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 92298 members 
Entering Unmasked Estep 
Score: -16508059.000000 Penalty: 3824.920410
	Iteration 57Q: 3 clusters Score -1.650806e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 92226 members 
Entering Unmasked Estep 
Score: -16508086.000000 Penalty: 3824.920410
	Iteration 58Q: 3 clusters Score -1.650809e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 92155 members 
Entering Unmasked Estep 
Score: -16508079.000000 Penalty: 3824.920410
	Iteration 59Q: 3 clusters Score -1.650808e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 92085 members 
Entering Unmasked Estep 
Score: -16508101.000000 Penalty: 3824.920410
	Iteration 60F: 3 clusters Score -1.65081e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 92003 members 
Entering Unmasked Estep 
Score: -16508096.000000 Penalty: 3824.920410
	Iteration 61Q: 3 clusters Score -1.65081e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 91918 members 
Entering Unmasked Estep 
Score: -16508087.000000 Penalty: 3824.920410
	Iteration 62Q: 3 clusters Score -1.650809e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 91839 members 
Entering Unmasked Estep 
Score: -16508064.000000 Penalty: 3824.920410
	Iteration 63Q: 3 clusters Score -1.650806e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -16508031.000000 Penalty: 3824.920410
	Iteration 64Q: 3 clusters Score -1.650803e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -16508037.000000 Penalty: 3824.920410
	Iteration 65Q: 3 clusters Score -1.650804e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 91581 members 
Entering Unmasked Estep 
Score: -16508026.000000 Penalty: 3824.920410
	Iteration 66Q: 3 clusters Score -1.650803e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 91486 members 
Entering Unmasked Estep 
Score: -16508022.000000 Penalty: 3824.920410
	Iteration 67Q: 3 clusters Score -1.650802e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -16508028.000000 Penalty: 3824.920410
	Iteration 68Q: 3 clusters Score -1.650803e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 91269 members 
Entering Unmasked Estep 
Score: -16508018.000000 Penalty: 3824.920410
	Iteration 69Q: 3 clusters Score -1.650802e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 91158 members 
Entering Unmasked Estep 
Score: -16508004.000000 Penalty: 3824.920410
	Iteration 70Q: 3 clusters Score -1.6508e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 91047 members 
Entering Unmasked Estep 
Score: -16508002.000000 Penalty: 3824.920410
	Iteration 71Q: 3 clusters Score -1.6508e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
Score: -16507952.000000 Penalty: 3824.920410
	Iteration 72Q: 3 clusters Score -1.650795e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 90880 members 
Entering Unmasked Estep 
Score: -16507939.000000 Penalty: 3824.920410
	Iteration 73Q: 3 clusters Score -1.650794e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 90793 members 
Entering Unmasked Estep 
Score: -16507925.000000 Penalty: 3824.920410
	Iteration 74Q: 3 clusters Score -1.650792e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 90723 members 
Entering Unmasked Estep 
Score: -16507947.000000 Penalty: 3824.920410
	Iteration 75Q: 3 clusters Score -1.650795e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 90642 members 
Entering Unmasked Estep 
Score: -16507940.000000 Penalty: 3824.920410
	Iteration 76Q: 3 clusters Score -1.650794e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 90549 members 
Entering Unmasked Estep 
Score: -16507933.000000 Penalty: 3824.920410
	Iteration 77Q: 3 clusters Score -1.650793e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 90448 members 
Entering Unmasked Estep 
Score: -16507910.000000 Penalty: 3824.920410
	Iteration 78Q: 3 clusters Score -1.650791e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 90334 members 
Entering Unmasked Estep 
Score: -16507933.000000 Penalty: 3824.920410
	Iteration 79Q: 3 clusters Score -1.650793e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -16507945.000000 Penalty: 3824.920410
	Iteration 80F: 3 clusters Score -1.650794e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 90115 members 
Entering Unmasked Estep 
Score: -16507938.000000 Penalty: 3824.920410
	Iteration 81Q: 3 clusters Score -1.650794e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 90004 members 
Entering Unmasked Estep 
Score: -16507946.000000 Penalty: 3824.920410
	Iteration 82Q: 3 clusters Score -1.650795e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 89875 members 
Entering Unmasked Estep 
Score: -16507909.000000 Penalty: 3824.920410
	Iteration 83Q: 3 clusters Score -1.650791e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 89753 members 
Entering Unmasked Estep 
Score: -16507902.000000 Penalty: 3824.920410
	Iteration 84Q: 3 clusters Score -1.65079e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -16507901.000000 Penalty: 3824.920410
	Iteration 85Q: 3 clusters Score -1.65079e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 89517 members 
Entering Unmasked Estep 
Score: -16507869.000000 Penalty: 3824.920410
	Iteration 86Q: 3 clusters Score -1.650787e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 89387 members 
Entering Unmasked Estep 
Score: -16507859.000000 Penalty: 3824.920410
	Iteration 87Q: 3 clusters Score -1.650786e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 89265 members 
Entering Unmasked Estep 
Score: -16507870.000000 Penalty: 3824.920410
	Iteration 88Q: 3 clusters Score -1.650787e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 89142 members 
Entering Unmasked Estep 
Score: -16507859.000000 Penalty: 3824.920410
	Iteration 89Q: 3 clusters Score -1.650786e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -16507872.000000 Penalty: 3824.920410
	Iteration 90Q: 3 clusters Score -1.650787e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 88905 members 
Entering Unmasked Estep 
Score: -16507880.000000 Penalty: 3824.920410
	Iteration 91Q: 3 clusters Score -1.650788e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 88751 members 
Entering Unmasked Estep 
Score: -16507879.000000 Penalty: 3824.920410
	Iteration 92Q: 3 clusters Score -1.650788e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 88578 members 
Entering Unmasked Estep 
Score: -16507855.000000 Penalty: 3824.920410
	Iteration 93Q: 3 clusters Score -1.650786e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 88408 members 
Entering Unmasked Estep 
Score: -16507857.000000 Penalty: 3824.920410
	Iteration 94Q: 3 clusters Score -1.650786e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 88234 members 
Entering Unmasked Estep 
Score: -16507862.000000 Penalty: 3824.920410
	Iteration 95Q: 3 clusters Score -1.650786e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -16507896.000000 Penalty: 3824.920410
	Iteration 96Q: 3 clusters Score -1.65079e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -16507907.000000 Penalty: 3824.920410
	Iteration 97Q: 3 clusters Score -1.650791e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 87682 members 
Entering Unmasked Estep 
Score: -16507940.000000 Penalty: 3824.920410
	Iteration 98Q: 3 clusters Score -1.650794e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 87481 members 
Entering Unmasked Estep 
Score: -16507929.000000 Penalty: 3824.920410
	Iteration 99Q: 3 clusters Score -1.650793e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 87267 members 
Entering Unmasked Estep 
Score: -16507922.000000 Penalty: 3824.920410
	Iteration 100F: 3 clusters Score -1.650792e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 87071 members 
Entering Unmasked Estep 
Score: -16507891.000000 Penalty: 3824.920410
	Iteration 101Q: 3 clusters Score -1.650789e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -16507893.000000 Penalty: 3824.920410
	Iteration 102Q: 3 clusters Score -1.650789e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 86628 members 
Entering Unmasked Estep 
Score: -16507864.000000 Penalty: 3824.920410
	Iteration 103Q: 3 clusters Score -1.650786e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 86362 members 
Entering Unmasked Estep 
Score: -16507896.000000 Penalty: 3824.920410
	Iteration 104Q: 3 clusters Score -1.65079e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -16507925.000000 Penalty: 3824.920410
	Iteration 105Q: 3 clusters Score -1.650792e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 85874 members 
Entering Unmasked Estep 
Score: -16507954.000000 Penalty: 3824.920410
	Iteration 106Q: 3 clusters Score -1.650795e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 85635 members 
Entering Unmasked Estep 
Score: -16507952.000000 Penalty: 3824.920410
	Iteration 107Q: 3 clusters Score -1.650795e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -16507949.000000 Penalty: 3824.920410
	Iteration 108Q: 3 clusters Score -1.650795e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -16508012.000000 Penalty: 3824.920410
	Iteration 109Q: 3 clusters Score -1.650801e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
Score: -16508014.000000 Penalty: 3824.920410
	Iteration 110Q: 3 clusters Score -1.650801e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 84580 members 
Entering Unmasked Estep 
Score: -16508084.000000 Penalty: 3824.920410
	Iteration 111Q: 3 clusters Score -1.650808e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 84285 members 
Entering Unmasked Estep 
Score: -16508093.000000 Penalty: 3824.920410
	Iteration 112Q: 3 clusters Score -1.650809e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 83981 members 
Entering Unmasked Estep 
Score: -16508074.000000 Penalty: 3824.920410
	Iteration 113Q: 3 clusters Score -1.650807e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -16508075.000000 Penalty: 3824.920410
	Iteration 114Q: 3 clusters Score -1.650808e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 83387 members 
Entering Unmasked Estep 
Score: -16508104.000000 Penalty: 3824.920410
	Iteration 115Q: 3 clusters Score -1.65081e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -16508084.000000 Penalty: 3824.920410
	Iteration 116Q: 3 clusters Score -1.650808e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -16508051.000000 Penalty: 3824.920410
	Iteration 117Q: 3 clusters Score -1.650805e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 82385 members 
Entering Unmasked Estep 
Score: -16508041.000000 Penalty: 3824.920410
	Iteration 118Q: 3 clusters Score -1.650804e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 82032 members 
Entering Unmasked Estep 
Score: -16508087.000000 Penalty: 3824.920410
	Iteration 119Q: 3 clusters Score -1.650809e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 81696 members 
Entering Unmasked Estep 
Score: -16508056.000000 Penalty: 3824.920410
	Iteration 120F: 3 clusters Score -1.650806e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
Score: -16508061.000000 Penalty: 3824.920410
	Iteration 121Q: 3 clusters Score -1.650806e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 80993 members 
Entering Unmasked Estep 
Score: -16508057.000000 Penalty: 3824.920410
	Iteration 122Q: 3 clusters Score -1.650806e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 80647 members 
Entering Unmasked Estep 
Score: -16508024.000000 Penalty: 3824.920410
	Iteration 123Q: 3 clusters Score -1.650802e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 80300 members 
Entering Unmasked Estep 
Score: -16508047.000000 Penalty: 3824.920410
	Iteration 124Q: 3 clusters Score -1.650805e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -16508031.000000 Penalty: 3824.920410
	Iteration 125Q: 3 clusters Score -1.650803e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -16508024.000000 Penalty: 3824.920410
	Iteration 126Q: 3 clusters Score -1.650802e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -16508059.000000 Penalty: 3824.920410
	Iteration 127Q: 3 clusters Score -1.650806e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -16508106.000000 Penalty: 3824.920410
	Iteration 128Q: 3 clusters Score -1.650811e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -16508129.000000 Penalty: 3824.920410
	Iteration 129Q: 3 clusters Score -1.650813e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -16508150.000000 Penalty: 3824.920410
	Iteration 130Q: 3 clusters Score -1.650815e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 77683 members 
Entering Unmasked Estep 
Score: -16508113.000000 Penalty: 3824.920410
	Iteration 131Q: 3 clusters Score -1.650811e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 77244 members 
Entering Unmasked Estep 
Score: -16508052.000000 Penalty: 3824.920410
	Iteration 132Q: 3 clusters Score -1.650805e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
Score: -16508086.000000 Penalty: 3824.920410
	Iteration 133Q: 3 clusters Score -1.650809e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -16508123.000000 Penalty: 3824.920410
	Iteration 134Q: 3 clusters Score -1.650812e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 75944 members 
Entering Unmasked Estep 
Score: -16508131.000000 Penalty: 3824.920410
	Iteration 135Q: 3 clusters Score -1.650813e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -16508104.000000 Penalty: 3824.920410
	Iteration 136Q: 3 clusters Score -1.65081e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 75015 members 
Entering Unmasked Estep 
Score: -16508165.000000 Penalty: 3824.920410
	Iteration 137Q: 3 clusters Score -1.650816e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -16508203.000000 Penalty: 3824.920410
	Iteration 138Q: 3 clusters Score -1.65082e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 74002 members 
Entering Unmasked Estep 
Score: -16508188.000000 Penalty: 3824.920410
	Iteration 139Q: 3 clusters Score -1.650819e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 73473 members 
Entering Unmasked Estep 
Score: -16508210.000000 Penalty: 3824.920410
	Iteration 140F: 3 clusters Score -1.650821e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -16508283.000000 Penalty: 3824.920410
	Iteration 141Q: 3 clusters Score -1.650828e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -16508311.000000 Penalty: 3824.920410
	Iteration 142Q: 3 clusters Score -1.650831e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -16508288.000000 Penalty: 3824.920410
	Iteration 143Q: 3 clusters Score -1.650829e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -16508352.000000 Penalty: 3824.920410
	Iteration 144Q: 3 clusters Score -1.650835e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -16508369.000000 Penalty: 3824.920410
	Iteration 145Q: 3 clusters Score -1.650837e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -16508382.000000 Penalty: 3824.920410
	Iteration 146Q: 3 clusters Score -1.650838e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -16508482.000000 Penalty: 3824.920410
	Iteration 147Q: 3 clusters Score -1.650848e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -16508440.000000 Penalty: 3824.920410
	Iteration 148Q: 3 clusters Score -1.650844e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -16508497.000000 Penalty: 3824.920410
	Iteration 149Q: 3 clusters Score -1.65085e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62458 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -16508522.000000 Penalty: 3824.920410
	Iteration 150Q: 3 clusters Score -1.650852e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63160 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
Score: -16508494.000000 Penalty: 3824.920410
	Iteration 151Q: 3 clusters Score -1.650849e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63870 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -16508501.000000 Penalty: 3824.920410
	Iteration 152Q: 3 clusters Score -1.65085e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -16508571.000000 Penalty: 3824.920410
	Iteration 153Q: 3 clusters Score -1.650857e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -16508496.000000 Penalty: 3824.920410
	Iteration 154Q: 3 clusters Score -1.65085e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -16508514.000000 Penalty: 3824.920410
	Iteration 155Q: 3 clusters Score -1.650851e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -16508630.000000 Penalty: 3824.920410
	Iteration 156Q: 3 clusters Score -1.650863e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -16508677.000000 Penalty: 3824.920410
	Iteration 157Q: 3 clusters Score -1.650868e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -16508749.000000 Penalty: 3824.920410
	Iteration 158Q: 3 clusters Score -1.650875e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -16508784.000000 Penalty: 3824.920410
	Iteration 159Q: 3 clusters Score -1.650878e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70507 members 
Mstep: Class 2 contains 58676 members 
Entering Unmasked Estep 
Score: -16508835.000000 Penalty: 3824.920410
	Iteration 160F: 3 clusters Score -1.650884e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -16508834.000000 Penalty: 3824.920410
	Iteration 161Q: 3 clusters Score -1.650883e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72182 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -16508872.000000 Penalty: 3824.920410
	Iteration 162Q: 3 clusters Score -1.650887e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -16508918.000000 Penalty: 3824.920410
	Iteration 163Q: 3 clusters Score -1.650892e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -16508944.000000 Penalty: 3824.920410
	Iteration 164Q: 3 clusters Score -1.650894e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -16509012.000000 Penalty: 3824.920410
	Iteration 165Q: 3 clusters Score -1.650901e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75277 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -16509052.000000 Penalty: 3824.920410
	Iteration 166Q: 3 clusters Score -1.650905e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -16509031.000000 Penalty: 3824.920410
	Iteration 167Q: 3 clusters Score -1.650903e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76688 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -16509008.000000 Penalty: 3824.920410
	Iteration 168Q: 3 clusters Score -1.650901e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77318 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -16509016.000000 Penalty: 3824.920410
	Iteration 169Q: 3 clusters Score -1.650902e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -16509060.000000 Penalty: 3824.920410
	Iteration 170Q: 3 clusters Score -1.650906e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78484 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -16509015.000000 Penalty: 3824.920410
	Iteration 171Q: 3 clusters Score -1.650902e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79066 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -16509053.000000 Penalty: 3824.920410
	Iteration 172Q: 3 clusters Score -1.650905e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -16508980.000000 Penalty: 3824.920410
	Iteration 173Q: 3 clusters Score -1.650898e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -16509013.000000 Penalty: 3824.920410
	Iteration 174Q: 3 clusters Score -1.650901e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -16509048.000000 Penalty: 3824.920410
	Iteration 175Q: 3 clusters Score -1.650905e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -16508998.000000 Penalty: 3824.920410
	Iteration 176Q: 3 clusters Score -1.6509e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -16508986.000000 Penalty: 3824.920410
	Iteration 177Q: 3 clusters Score -1.650899e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -16508975.000000 Penalty: 3824.920410
	Iteration 178Q: 3 clusters Score -1.650898e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -16508991.000000 Penalty: 3824.920410
	Iteration 179Q: 3 clusters Score -1.650899e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -16509038.000000 Penalty: 3824.920410
	Iteration 180F: 3 clusters Score -1.650904e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85320 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -16509037.000000 Penalty: 3824.920410
	Iteration 181Q: 3 clusters Score -1.650904e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -16509045.000000 Penalty: 3824.920410
	Iteration 182Q: 3 clusters Score -1.650904e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87010 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -16509101.000000 Penalty: 3824.920410
	Iteration 183Q: 3 clusters Score -1.65091e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87938 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -16509119.000000 Penalty: 3824.920410
	Iteration 184Q: 3 clusters Score -1.650912e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -16509234.000000 Penalty: 3824.920410
	Iteration 185Q: 3 clusters Score -1.650923e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89885 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -16509391.000000 Penalty: 3824.920410
	Iteration 186Q: 3 clusters Score -1.650939e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90905 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -16509514.000000 Penalty: 3824.920410
	Iteration 187Q: 3 clusters Score -1.650951e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91905 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -16509704.000000 Penalty: 3824.920410
	Iteration 188Q: 3 clusters Score -1.65097e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92960 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -16509915.000000 Penalty: 3824.920410
	Iteration 189Q: 3 clusters Score -1.650992e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94087 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -16510054.000000 Penalty: 3824.920410
	Iteration 190Q: 3 clusters Score -1.651005e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -16510189.000000 Penalty: 3824.920410
	Iteration 191Q: 3 clusters Score -1.651019e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96304 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -16510413.000000 Penalty: 3824.920410
	Iteration 192Q: 3 clusters Score -1.651041e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97431 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -16510583.000000 Penalty: 3824.920410
	Iteration 193Q: 3 clusters Score -1.651058e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98557 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -16510715.000000 Penalty: 3824.920410
	Iteration 194Q: 3 clusters Score -1.651072e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99685 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -16510999.000000 Penalty: 3824.920410
	Iteration 195Q: 3 clusters Score -1.6511e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100813 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -16511254.000000 Penalty: 3824.920410
	Iteration 196Q: 3 clusters Score -1.651125e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101909 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -16511479.000000 Penalty: 3824.920410
	Iteration 197Q: 3 clusters Score -1.651148e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102989 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -16511728.000000 Penalty: 3824.920410
	Iteration 198Q: 3 clusters Score -1.651173e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104074 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -16511975.000000 Penalty: 3824.920410
	Iteration 199Q: 3 clusters Score -1.651198e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105227 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -16512214.000000 Penalty: 3824.920410
	Iteration 200F: 3 clusters Score -1.651221e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106352 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -16512448.000000 Penalty: 3824.920410
	Iteration 201Q: 3 clusters Score -1.651245e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107475 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -16512664.000000 Penalty: 3824.920410
	Iteration 202Q: 3 clusters Score -1.651266e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108601 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -16513071.000000 Penalty: 3824.920410
	Iteration 203Q: 3 clusters Score -1.651307e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109740 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -16513388.000000 Penalty: 3824.920410
	Iteration 204Q: 3 clusters Score -1.651339e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110813 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -16514260.000000 Penalty: 3824.920410
	Iteration 205Q: 3 clusters Score -1.651426e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111938 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -16514886.000000 Penalty: 3824.920410
	Iteration 206Q: 3 clusters Score -1.651489e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113067 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -16515495.000000 Penalty: 3824.920410
	Iteration 207Q: 3 clusters Score -1.65155e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114215 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -16516010.000000 Penalty: 3824.920410
	Iteration 208Q: 3 clusters Score -1.651601e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115329 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -16516624.000000 Penalty: 3824.920410
	Iteration 209Q: 3 clusters Score -1.651662e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116421 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -16517000.000000 Penalty: 3824.920410
	Iteration 210Q: 3 clusters Score -1.6517e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117467 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -16517377.000000 Penalty: 3824.920410
	Iteration 211Q: 3 clusters Score -1.651738e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118465 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -16517658.000000 Penalty: 3824.920410
	Iteration 212Q: 3 clusters Score -1.651766e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119424 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -16517898.000000 Penalty: 3824.920410
	Iteration 213Q: 3 clusters Score -1.65179e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120314 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -16518052.000000 Penalty: 3824.920410
	Iteration 214Q: 3 clusters Score -1.651805e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121163 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -16518245.000000 Penalty: 3824.920410
	Iteration 215Q: 3 clusters Score -1.651824e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121953 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -16518435.000000 Penalty: 3824.920410
	Iteration 216Q: 3 clusters Score -1.651844e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122715 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -16518581.000000 Penalty: 3824.920410
	Iteration 217Q: 3 clusters Score -1.651858e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123401 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -16518669.000000 Penalty: 3824.920410
	Iteration 218Q: 3 clusters Score -1.651867e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124025 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -16518664.000000 Penalty: 3824.920410
	Iteration 219Q: 3 clusters Score -1.651866e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124574 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -16518713.000000 Penalty: 3824.920410
	Iteration 220F: 3 clusters Score -1.651871e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125070 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -16518738.000000 Penalty: 3824.920410
	Iteration 221Q: 3 clusters Score -1.651874e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125492 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -16518779.000000 Penalty: 3824.920410
	Iteration 222Q: 3 clusters Score -1.651878e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125813 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -16518742.000000 Penalty: 3824.920410
	Iteration 223Q: 3 clusters Score -1.651874e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126101 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -16518760.000000 Penalty: 3824.920410
	Iteration 224Q: 3 clusters Score -1.651876e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126354 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -16518703.000000 Penalty: 3824.920410
	Iteration 225Q: 3 clusters Score -1.65187e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126529 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -16518700.000000 Penalty: 3824.920410
	Iteration 226Q: 3 clusters Score -1.65187e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126659 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -16518696.000000 Penalty: 3824.920410
	Iteration 227Q: 3 clusters Score -1.65187e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126773 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -16518685.000000 Penalty: 3824.920410
	Iteration 228Q: 3 clusters Score -1.651868e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126867 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -16518660.000000 Penalty: 3824.920410
	Iteration 229Q: 3 clusters Score -1.651866e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126954 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -16518654.000000 Penalty: 3824.920410
	Iteration 230Q: 3 clusters Score -1.651865e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127023 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -16518639.000000 Penalty: 3824.920410
	Iteration 231Q: 3 clusters Score -1.651864e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127097 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -16518628.000000 Penalty: 3824.920410
	Iteration 232Q: 3 clusters Score -1.651863e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -16518619.000000 Penalty: 3824.920410
	Iteration 233Q: 3 clusters Score -1.651862e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127210 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -16518647.000000 Penalty: 3824.920410
	Iteration 234Q: 3 clusters Score -1.651865e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127245 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -16518642.000000 Penalty: 3824.920410
	Iteration 235Q: 3 clusters Score -1.651864e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127276 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -16518649.000000 Penalty: 3824.920410
	Iteration 236Q: 3 clusters Score -1.651865e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127309 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -16518633.000000 Penalty: 3824.920410
	Iteration 237Q: 3 clusters Score -1.651863e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127337 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -16518615.000000 Penalty: 3824.920410
	Iteration 238Q: 3 clusters Score -1.651862e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127359 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -16518633.000000 Penalty: 3824.920410
	Iteration 239Q: 3 clusters Score -1.651863e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127382 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -16518621.000000 Penalty: 3824.920410
	Iteration 240F: 3 clusters Score -1.651862e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127410 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -16518610.000000 Penalty: 3824.920410
	Iteration 241Q: 3 clusters Score -1.651861e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127429 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -16518586.000000 Penalty: 3824.920410
	Iteration 242Q: 3 clusters Score -1.651859e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127443 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -16518585.000000 Penalty: 3824.920410
	Iteration 243Q: 3 clusters Score -1.651858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127454 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -16518608.000000 Penalty: 3824.920410
	Iteration 244Q: 3 clusters Score -1.651861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127461 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -16518608.000000 Penalty: 3824.920410
	Iteration 245Q: 3 clusters Score -1.651861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127470 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -16518607.000000 Penalty: 3824.920410
	Iteration 246Q: 3 clusters Score -1.651861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127477 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -16518607.000000 Penalty: 3824.920410
	Iteration 247Q: 3 clusters Score -1.651861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127483 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -16518597.000000 Penalty: 3824.920410
	Iteration 248Q: 3 clusters Score -1.65186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127488 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -16518599.000000 Penalty: 3824.920410
	Iteration 249Q: 3 clusters Score -1.65186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127492 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -16518586.000000 Penalty: 3824.920410
	Iteration 250Q: 3 clusters Score -1.651859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127497 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -16518578.000000 Penalty: 3824.920410
	Iteration 251Q: 3 clusters Score -1.651858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127504 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -16518579.000000 Penalty: 3824.920410
	Iteration 252Q: 3 clusters Score -1.651858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127509 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -16518568.000000 Penalty: 3824.920410
	Iteration 253Q: 3 clusters Score -1.651857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127512 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -16518577.000000 Penalty: 3824.920410
	Iteration 254Q: 3 clusters Score -1.651858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127514 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -16518571.000000 Penalty: 3824.920410
	Iteration 255Q: 3 clusters Score -1.651857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127516 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -16518568.000000 Penalty: 3824.920410
	Iteration 256Q: 3 clusters Score -1.651857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127519 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -16518562.000000 Penalty: 3824.920410
	Iteration 257Q: 3 clusters Score -1.651856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127521 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -16518558.000000 Penalty: 3824.920410
	Iteration 258Q: 3 clusters Score -1.651856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127522 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -16518562.000000 Penalty: 3824.920410
	Iteration 259Q: 3 clusters Score -1.651856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127522 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -16518554.000000 Penalty: 3824.920410
	Iteration 260F: 3 clusters Score -1.651855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127521 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -16518555.000000 Penalty: 3824.920410
	Iteration 261Q: 3 clusters Score -1.651856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127522 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -16518557.000000 Penalty: 3824.920410
	Iteration 262Q: 3 clusters Score -1.651856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127524 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -16518562.000000 Penalty: 3824.920410
	Iteration 263Q: 3 clusters Score -1.651856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127525 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -16518566.000000 Penalty: 3824.920410
	Iteration 264Q: 3 clusters Score -1.651857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127528 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -16518573.000000 Penalty: 3824.920410
	Iteration 265Q: 3 clusters Score -1.651857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127532 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -16518561.000000 Penalty: 3824.920410
	Iteration 266Q: 3 clusters Score -1.651856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127536 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -16518571.000000 Penalty: 3824.920410
	Iteration 267Q: 3 clusters Score -1.651857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127538 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -16518572.000000 Penalty: 3824.920410
	Iteration 268Q: 3 clusters Score -1.651857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127543 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -16518573.000000 Penalty: 3824.920410
	Iteration 269Q: 3 clusters Score -1.651857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127546 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -16518565.000000 Penalty: 3824.920410
	Iteration 270Q: 3 clusters Score -1.651856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127548 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -16518575.000000 Penalty: 3824.920410
	Iteration 271Q: 3 clusters Score -1.651858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127551 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -16518579.000000 Penalty: 3824.920410
	Iteration 272Q: 3 clusters Score -1.651858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127551 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -16518576.000000 Penalty: 3824.920410
	Iteration 273Q: 3 clusters Score -1.651858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127551 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -16518569.000000 Penalty: 3824.920410
	Iteration 274Q: 3 clusters Score -1.651857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127552 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -16518578.000000 Penalty: 3824.920410
	Iteration 275Q: 3 clusters Score -1.651858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127552 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -16518585.000000 Penalty: 3824.920410
	Iteration 276Q: 3 clusters Score -1.651858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127552 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -16518585.000000 Penalty: 3824.920410
	Iteration 277F: 3 clusters Score -1.651858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Entering Unmasked Estep 
Score: -2225973.750000 Penalty: 1586.891846
	Iteration 0F: 2 clusters Score -2225974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2214042.750000 Penalty: 3173.783691
	Iteration 0F: 3 clusters Score -2214043 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2218160.750000 Penalty: 3173.783691
	Iteration 1F: 3 clusters Score -2218161 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2218464.000000 Penalty: 3173.783691
	Iteration 2Q: 3 clusters Score -2218464 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2218690.000000 Penalty: 3173.783691
	Iteration 3Q: 3 clusters Score -2218690 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2218862.500000 Penalty: 3173.783691
	Iteration 4Q: 3 clusters Score -2218862 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2219047.750000 Penalty: 3173.783691
	Iteration 5Q: 3 clusters Score -2219048 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2219227.000000 Penalty: 3173.783691
	Iteration 6Q: 3 clusters Score -2219227 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2219460.750000 Penalty: 3173.783691
	Iteration 7Q: 3 clusters Score -2219461 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2219724.500000 Penalty: 3173.783691
	Iteration 8Q: 3 clusters Score -2219724 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2220045.750000 Penalty: 3173.783691
	Iteration 9Q: 3 clusters Score -2220046 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2220468.500000 Penalty: 3173.783691
	Iteration 10Q: 3 clusters Score -2220468 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2221048.500000 Penalty: 3173.783691
	Iteration 11F: 3 clusters Score -2221048 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2221772.250000 Penalty: 3173.783691
	Iteration 12F: 3 clusters Score -2221772 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2222511.750000 Penalty: 3173.783691
	Iteration 13F: 3 clusters Score -2222512 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2223187.750000 Penalty: 3173.783691
	Iteration 14Q: 3 clusters Score -2223188 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2223744.250000 Penalty: 3173.783691
	Iteration 15Q: 3 clusters Score -2223744 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2224089.500000 Penalty: 3173.783691
	Iteration 16Q: 3 clusters Score -2224090 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2224297.750000 Penalty: 3173.783691
	Iteration 17Q: 3 clusters Score -2224298 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2224433.250000 Penalty: 3173.783691
	Iteration 18Q: 3 clusters Score -2224433 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2224518.000000 Penalty: 3173.783691
	Iteration 19Q: 3 clusters Score -2224518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2224555.000000 Penalty: 3173.783691
	Iteration 20F: 3 clusters Score -2224555 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2224576.000000 Penalty: 3173.783691
	Iteration 21Q: 3 clusters Score -2224576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2224595.000000 Penalty: 3173.783691
	Iteration 22Q: 3 clusters Score -2224595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2224607.250000 Penalty: 3173.783691
	Iteration 23Q: 3 clusters Score -2224607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2224614.750000 Penalty: 3173.783691
	Iteration 24Q: 3 clusters Score -2224615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2224627.250000 Penalty: 3173.783691
	Iteration 25Q: 3 clusters Score -2224627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2224632.500000 Penalty: 3173.783691
	Iteration 26Q: 3 clusters Score -2224632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2224635.250000 Penalty: 3173.783691
	Iteration 27Q: 3 clusters Score -2224635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2224641.000000 Penalty: 3173.783691
	Iteration 28Q: 3 clusters Score -2224641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2224645.750000 Penalty: 3173.783691
	Iteration 29Q: 3 clusters Score -2224646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2224651.750000 Penalty: 3173.783691
	Iteration 30Q: 3 clusters Score -2224652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2224649.500000 Penalty: 3173.783691
	Iteration 31Q: 3 clusters Score -2224650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2224653.750000 Penalty: 3173.783691
	Iteration 32Q: 3 clusters Score -2224654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2224655.500000 Penalty: 3173.783691
	Iteration 33Q: 3 clusters Score -2224656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2224659.000000 Penalty: 3173.783691
	Iteration 34Q: 3 clusters Score -2224659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2224660.000000 Penalty: 3173.783691
	Iteration 35Q: 3 clusters Score -2224660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2224661.500000 Penalty: 3173.783691
	Iteration 36Q: 3 clusters Score -2224662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2224662.250000 Penalty: 3173.783691
	Iteration 37Q: 3 clusters Score -2224662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2224662.750000 Penalty: 3173.783691
	Iteration 38Q: 3 clusters Score -2224663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2224666.000000 Penalty: 3173.783691
	Iteration 39Q: 3 clusters Score -2224666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2224666.500000 Penalty: 3173.783691
	Iteration 40F: 3 clusters Score -2224666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2224665.750000 Penalty: 3173.783691
	Iteration 41Q: 3 clusters Score -2224666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2224665.250000 Penalty: 3173.783691
	Iteration 42Q: 3 clusters Score -2224665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2224665.250000 Penalty: 3173.783691
	Iteration 43F: 3 clusters Score -2224665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Entering Unmasked Estep 
Score: -980327.562500 Penalty: 1455.239380
	Iteration 0F: 2 clusters Score -980327.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -974532.312500 Penalty: 2910.478760
	Iteration 0F: 3 clusters Score -974532.3 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -976612.625000 Penalty: 2910.478760
	Iteration 1F: 3 clusters Score -976612.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -977288.312500 Penalty: 2910.478760
	Iteration 2F: 3 clusters Score -977288.3 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -977930.187500 Penalty: 2910.478760
	Iteration 3F: 3 clusters Score -977930.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -978452.375000 Penalty: 2910.478760
	Iteration 4F: 3 clusters Score -978452.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -978792.500000 Penalty: 2910.478760
	Iteration 5F: 3 clusters Score -978792.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -979016.937500 Penalty: 2910.478760
	Iteration 6Q: 3 clusters Score -979016.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -979152.187500 Penalty: 2910.478760
	Iteration 7Q: 3 clusters Score -979152.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -979235.312500 Penalty: 2910.478760
	Iteration 8Q: 3 clusters Score -979235.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -979299.750000 Penalty: 2910.478760
	Iteration 9Q: 3 clusters Score -979299.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -979344.937500 Penalty: 2910.478760
	Iteration 10Q: 3 clusters Score -979344.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -979375.875000 Penalty: 2910.478760
	Iteration 11Q: 3 clusters Score -979375.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -979399.937500 Penalty: 2910.478760
	Iteration 12Q: 3 clusters Score -979399.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -979423.125000 Penalty: 2910.478760
	Iteration 13Q: 3 clusters Score -979423.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -979444.750000 Penalty: 2910.478760
	Iteration 14Q: 3 clusters Score -979444.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -979470.562500 Penalty: 2910.478760
	Iteration 15Q: 3 clusters Score -979470.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -979492.812500 Penalty: 2910.478760
	Iteration 16Q: 3 clusters Score -979492.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -979510.500000 Penalty: 2910.478760
	Iteration 17Q: 3 clusters Score -979510.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -979534.437500 Penalty: 2910.478760
	Iteration 18Q: 3 clusters Score -979534.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -979544.250000 Penalty: 2910.478760
	Iteration 19Q: 3 clusters Score -979544.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -979552.937500 Penalty: 2910.478760
	Iteration 20F: 3 clusters Score -979552.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -979568.250000 Penalty: 2910.478760
	Iteration 21Q: 3 clusters Score -979568.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -979582.750000 Penalty: 2910.478760
	Iteration 22Q: 3 clusters Score -979582.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -979596.062500 Penalty: 2910.478760
	Iteration 23Q: 3 clusters Score -979596.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -979613.875000 Penalty: 2910.478760
	Iteration 24Q: 3 clusters Score -979613.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -979622.375000 Penalty: 2910.478760
	Iteration 25Q: 3 clusters Score -979622.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -979632.437500 Penalty: 2910.478760
	Iteration 26Q: 3 clusters Score -979632.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -979638.687500 Penalty: 2910.478760
	Iteration 27Q: 3 clusters Score -979638.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -979645.250000 Penalty: 2910.478760
	Iteration 28Q: 3 clusters Score -979645.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -979651.937500 Penalty: 2910.478760
	Iteration 29Q: 3 clusters Score -979651.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -979656.375000 Penalty: 2910.478760
	Iteration 30Q: 3 clusters Score -979656.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -979664.187500 Penalty: 2910.478760
	Iteration 31Q: 3 clusters Score -979664.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -979667.062500 Penalty: 2910.478760
	Iteration 32Q: 3 clusters Score -979667.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -979673.187500 Penalty: 2910.478760
	Iteration 33Q: 3 clusters Score -979673.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -979677.375000 Penalty: 2910.478760
	Iteration 34Q: 3 clusters Score -979677.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -979680.562500 Penalty: 2910.478760
	Iteration 35Q: 3 clusters Score -979680.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -979680.750000 Penalty: 2910.478760
	Iteration 36Q: 3 clusters Score -979680.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -979683.937500 Penalty: 2910.478760
	Iteration 37Q: 3 clusters Score -979683.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -979683.687500 Penalty: 2910.478760
	Iteration 38Q: 3 clusters Score -979683.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -979687.250000 Penalty: 2910.478760
	Iteration 39Q: 3 clusters Score -979687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -979685.375000 Penalty: 2910.478760
	Iteration 40F: 3 clusters Score -979685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -979684.937500 Penalty: 2910.478760
	Iteration 41Q: 3 clusters Score -979684.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -979684.937500 Penalty: 2910.478760
	Iteration 42F: 3 clusters Score -979684.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (91032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Entering Unmasked Estep 
Score: -11586562.000000 Penalty: 1855.582031
	Iteration 0F: 2 clusters Score -1.158656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -11526709.000000 Penalty: 3711.164062
	Iteration 0F: 3 clusters Score -1.152671e+07 nChanged 43272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -11552790.000000 Penalty: 3711.164062
	Iteration 1F: 3 clusters Score -1.155279e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -11554769.000000 Penalty: 3711.164062
	Iteration 2Q: 3 clusters Score -1.155477e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -11558089.000000 Penalty: 3711.164062
	Iteration 3F: 3 clusters Score -1.155809e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 67570 members 
Entering Unmasked Estep 
Score: -11563863.000000 Penalty: 3711.164062
	Iteration 4F: 3 clusters Score -1.156386e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 75802 members 
Entering Unmasked Estep 
Score: -11571348.000000 Penalty: 3711.164062
	Iteration 5F: 3 clusters Score -1.157135e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -11578000.000000 Penalty: 3711.164062
	Iteration 6F: 3 clusters Score -1.1578e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 87419 members 
Entering Unmasked Estep 
Score: -11582026.000000 Penalty: 3711.164062
	Iteration 7Q: 3 clusters Score -1.158203e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -11583827.000000 Penalty: 3711.164062
	Iteration 8Q: 3 clusters Score -1.158383e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 90280 members 
Entering Unmasked Estep 
Score: -11584483.000000 Penalty: 3711.164062
	Iteration 9Q: 3 clusters Score -1.158448e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 90570 members 
Entering Unmasked Estep 
Score: -11584721.000000 Penalty: 3711.164062
	Iteration 10Q: 3 clusters Score -1.158472e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 90679 members 
Entering Unmasked Estep 
Score: -11584812.000000 Penalty: 3711.164062
	Iteration 11Q: 3 clusters Score -1.158481e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -11584899.000000 Penalty: 3711.164062
	Iteration 12Q: 3 clusters Score -1.15849e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -11584928.000000 Penalty: 3711.164062
	Iteration 13Q: 3 clusters Score -1.158493e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 90773 members 
Entering Unmasked Estep 
Score: -11584970.000000 Penalty: 3711.164062
	Iteration 14Q: 3 clusters Score -1.158497e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 90786 members 
Entering Unmasked Estep 
Score: -11584976.000000 Penalty: 3711.164062
	Iteration 15Q: 3 clusters Score -1.158498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 90787 members 
Entering Unmasked Estep 
Score: -11584981.000000 Penalty: 3711.164062
	Iteration 16Q: 3 clusters Score -1.158498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -11584990.000000 Penalty: 3711.164062
	Iteration 17Q: 3 clusters Score -1.158499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 90796 members 
Entering Unmasked Estep 
Score: -11584998.000000 Penalty: 3711.164062
	Iteration 18Q: 3 clusters Score -1.1585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 90796 members 
Entering Unmasked Estep 
Score: -11585002.000000 Penalty: 3711.164062
	Iteration 19Q: 3 clusters Score -1.1585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 90797 members 
Entering Unmasked Estep 
Score: -11585001.000000 Penalty: 3711.164062
	Iteration 20F: 3 clusters Score -1.1585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 90797 members 
Entering Unmasked Estep 
Score: -11584996.000000 Penalty: 3711.164062
	Iteration 21Q: 3 clusters Score -1.1585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 90797 members 
Entering Unmasked Estep 
Score: -11584996.000000 Penalty: 3711.164062
	Iteration 22F: 3 clusters Score -1.1585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Entering Unmasked Estep 
Score: -927403.937500 Penalty: 1452.362061
	Iteration 0F: 2 clusters Score -927403.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -921740.625000 Penalty: 2904.724121
	Iteration 0F: 3 clusters Score -921740.6 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -923505.562500 Penalty: 2904.724121
	Iteration 1F: 3 clusters Score -923505.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -923843.875000 Penalty: 2904.724121
	Iteration 2F: 3 clusters Score -923843.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -924151.250000 Penalty: 2904.724121
	Iteration 3F: 3 clusters Score -924151.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -924387.000000 Penalty: 2904.724121
	Iteration 4F: 3 clusters Score -924387 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -924640.500000 Penalty: 2904.724121
	Iteration 5F: 3 clusters Score -924640.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -924926.437500 Penalty: 2904.724121
	Iteration 6F: 3 clusters Score -924926.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -925246.875000 Penalty: 2904.724121
	Iteration 7F: 3 clusters Score -925246.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -925602.875000 Penalty: 2904.724121
	Iteration 8F: 3 clusters Score -925602.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -925936.812500 Penalty: 2904.724121
	Iteration 9F: 3 clusters Score -925936.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -926243.812500 Penalty: 2904.724121
	Iteration 10Q: 3 clusters Score -926243.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -926495.875000 Penalty: 2904.724121
	Iteration 11Q: 3 clusters Score -926495.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -926655.250000 Penalty: 2904.724121
	Iteration 12Q: 3 clusters Score -926655.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -926740.125000 Penalty: 2904.724121
	Iteration 13Q: 3 clusters Score -926740.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -926774.062500 Penalty: 2904.724121
	Iteration 14Q: 3 clusters Score -926774.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -926804.562500 Penalty: 2904.724121
	Iteration 15Q: 3 clusters Score -926804.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -926815.125000 Penalty: 2904.724121
	Iteration 16Q: 3 clusters Score -926815.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -926825.625000 Penalty: 2904.724121
	Iteration 17Q: 3 clusters Score -926825.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -926835.062500 Penalty: 2904.724121
	Iteration 18Q: 3 clusters Score -926835.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -926841.187500 Penalty: 2904.724121
	Iteration 19Q: 3 clusters Score -926841.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -926848.562500 Penalty: 2904.724121
	Iteration 20F: 3 clusters Score -926848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -926848.125000 Penalty: 2904.724121
	Iteration 21Q: 3 clusters Score -926848.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -926849.125000 Penalty: 2904.724121
	Iteration 22Q: 3 clusters Score -926849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -926852.750000 Penalty: 2904.724121
	Iteration 23Q: 3 clusters Score -926852.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -926852.500000 Penalty: 2904.724121
	Iteration 24Q: 3 clusters Score -926852.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -926853.500000 Penalty: 2904.724121
	Iteration 25Q: 3 clusters Score -926853.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -926856.750000 Penalty: 2904.724121
	Iteration 26Q: 3 clusters Score -926856.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -926857.937500 Penalty: 2904.724121
	Iteration 27Q: 3 clusters Score -926857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -926861.500000 Penalty: 2904.724121
	Iteration 28Q: 3 clusters Score -926861.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -926863.125000 Penalty: 2904.724121
	Iteration 29Q: 3 clusters Score -926863.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -926864.687500 Penalty: 2904.724121
	Iteration 30Q: 3 clusters Score -926864.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -926866.062500 Penalty: 2904.724121
	Iteration 31Q: 3 clusters Score -926866.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -926866.062500 Penalty: 2904.724121
	Iteration 32F: 3 clusters Score -926866.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Entering Unmasked Estep 
Score: -495534.250000 Penalty: 1367.499634
	Iteration 0F: 2 clusters Score -495534.2 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 2272 members 
Entering Unmasked Estep 
Score: -491903.687500 Penalty: 2734.999268
	Iteration 0F: 3 clusters Score -491903.7 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -493187.812500 Penalty: 2734.999268
	Iteration 1F: 3 clusters Score -493187.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -493657.000000 Penalty: 2734.999268
	Iteration 2F: 3 clusters Score -493657 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -494028.218750 Penalty: 2734.999268
	Iteration 3F: 3 clusters Score -494028.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -494282.406250 Penalty: 2734.999268
	Iteration 4F: 3 clusters Score -494282.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -494477.312500 Penalty: 2734.999268
	Iteration 5F: 3 clusters Score -494477.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -494626.062500 Penalty: 2734.999268
	Iteration 6Q: 3 clusters Score -494626.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -494705.250000 Penalty: 2734.999268
	Iteration 7Q: 3 clusters Score -494705.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -494751.562500 Penalty: 2734.999268
	Iteration 8Q: 3 clusters Score -494751.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -494782.062500 Penalty: 2734.999268
	Iteration 9Q: 3 clusters Score -494782.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -494808.750000 Penalty: 2734.999268
	Iteration 10Q: 3 clusters Score -494808.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -494842.593750 Penalty: 2734.999268
	Iteration 11Q: 3 clusters Score -494842.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -494871.062500 Penalty: 2734.999268
	Iteration 12Q: 3 clusters Score -494871.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -494889.687500 Penalty: 2734.999268
	Iteration 13Q: 3 clusters Score -494889.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -494901.781250 Penalty: 2734.999268
	Iteration 14Q: 3 clusters Score -494901.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -494909.156250 Penalty: 2734.999268
	Iteration 15Q: 3 clusters Score -494909.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -494918.968750 Penalty: 2734.999268
	Iteration 16Q: 3 clusters Score -494919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -494938.468750 Penalty: 2734.999268
	Iteration 17Q: 3 clusters Score -494938.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -494956.218750 Penalty: 2734.999268
	Iteration 18Q: 3 clusters Score -494956.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -494970.343750 Penalty: 2734.999268
	Iteration 19Q: 3 clusters Score -494970.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -494981.062500 Penalty: 2734.999268
	Iteration 20F: 3 clusters Score -494981.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -494986.906250 Penalty: 2734.999268
	Iteration 21Q: 3 clusters Score -494986.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -494990.437500 Penalty: 2734.999268
	Iteration 22Q: 3 clusters Score -494990.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -495001.968750 Penalty: 2734.999268
	Iteration 23Q: 3 clusters Score -495002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -495008.406250 Penalty: 2734.999268
	Iteration 24Q: 3 clusters Score -495008.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -495013.781250 Penalty: 2734.999268
	Iteration 25Q: 3 clusters Score -495013.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -495017.125000 Penalty: 2734.999268
	Iteration 26Q: 3 clusters Score -495017.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -495021.187500 Penalty: 2734.999268
	Iteration 27Q: 3 clusters Score -495021.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -495025.875000 Penalty: 2734.999268
	Iteration 28Q: 3 clusters Score -495025.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -495028.812500 Penalty: 2734.999268
	Iteration 29Q: 3 clusters Score -495028.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -495030.343750 Penalty: 2734.999268
	Iteration 30Q: 3 clusters Score -495030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -495031.968750 Penalty: 2734.999268
	Iteration 31Q: 3 clusters Score -495032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -495032.843750 Penalty: 2734.999268
	Iteration 32Q: 3 clusters Score -495032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -495033.406250 Penalty: 2734.999268
	Iteration 33Q: 3 clusters Score -495033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -495033.406250 Penalty: 2734.999268
	Iteration 34F: 3 clusters Score -495033.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Entering Unmasked Estep 
Score: -478651.343750 Penalty: 1339.960327
	Iteration 0F: 2 clusters Score -478651.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -475460.281250 Penalty: 2679.920654
	Iteration 0F: 3 clusters Score -475460.3 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -476330.843750 Penalty: 2679.920654
	Iteration 1F: 3 clusters Score -476330.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -476542.750000 Penalty: 2679.920654
	Iteration 2F: 3 clusters Score -476542.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -476708.281250 Penalty: 2679.920654
	Iteration 3F: 3 clusters Score -476708.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -476851.500000 Penalty: 2679.920654
	Iteration 4F: 3 clusters Score -476851.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -476989.531250 Penalty: 2679.920654
	Iteration 5F: 3 clusters Score -476989.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -477129.406250 Penalty: 2679.920654
	Iteration 6Q: 3 clusters Score -477129.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -477251.875000 Penalty: 2679.920654
	Iteration 7Q: 3 clusters Score -477251.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -477348.093750 Penalty: 2679.920654
	Iteration 8Q: 3 clusters Score -477348.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -477435.187500 Penalty: 2679.920654
	Iteration 9Q: 3 clusters Score -477435.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -477508.937500 Penalty: 2679.920654
	Iteration 10Q: 3 clusters Score -477508.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -477554.093750 Penalty: 2679.920654
	Iteration 11Q: 3 clusters Score -477554.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -477596.656250 Penalty: 2679.920654
	Iteration 12Q: 3 clusters Score -477596.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -477625.437500 Penalty: 2679.920654
	Iteration 13Q: 3 clusters Score -477625.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -477645.468750 Penalty: 2679.920654
	Iteration 14Q: 3 clusters Score -477645.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -477660.156250 Penalty: 2679.920654
	Iteration 15Q: 3 clusters Score -477660.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -477672.281250 Penalty: 2679.920654
	Iteration 16Q: 3 clusters Score -477672.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -477677.156250 Penalty: 2679.920654
	Iteration 17Q: 3 clusters Score -477677.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -477685.281250 Penalty: 2679.920654
	Iteration 18Q: 3 clusters Score -477685.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -477689.625000 Penalty: 2679.920654
	Iteration 19Q: 3 clusters Score -477689.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -477693.968750 Penalty: 2679.920654
	Iteration 20F: 3 clusters Score -477694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -477696.718750 Penalty: 2679.920654
	Iteration 21Q: 3 clusters Score -477696.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -477708.906250 Penalty: 2679.920654
	Iteration 22Q: 3 clusters Score -477708.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -477714.250000 Penalty: 2679.920654
	Iteration 23Q: 3 clusters Score -477714.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -477722.687500 Penalty: 2679.920654
	Iteration 24Q: 3 clusters Score -477722.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -477729.125000 Penalty: 2679.920654
	Iteration 25Q: 3 clusters Score -477729.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -477729.468750 Penalty: 2679.920654
	Iteration 26Q: 3 clusters Score -477729.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -477734.468750 Penalty: 2679.920654
	Iteration 27Q: 3 clusters Score -477734.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -477736.437500 Penalty: 2679.920654
	Iteration 28Q: 3 clusters Score -477736.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -477738.250000 Penalty: 2679.920654
	Iteration 29Q: 3 clusters Score -477738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -477740.937500 Penalty: 2679.920654
	Iteration 30Q: 3 clusters Score -477740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -477743.187500 Penalty: 2679.920654
	Iteration 31Q: 3 clusters Score -477743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -477744.312500 Penalty: 2679.920654
	Iteration 32Q: 3 clusters Score -477744.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -477744.312500 Penalty: 2679.920654
	Iteration 33F: 3 clusters Score -477744.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83180 members 
Entering Unmasked Estep 
Score: -9847260.000000 Penalty: 1840.923828
	Iteration 0F: 2 clusters Score -9847260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -9791625.000000 Penalty: 3681.847656
	Iteration 0F: 3 clusters Score -9791625 nChanged 39504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -9815426.000000 Penalty: 3681.847656
	Iteration 1F: 3 clusters Score -9815426 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -9817128.000000 Penalty: 3681.847656
	Iteration 2Q: 3 clusters Score -9817128 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -9819230.000000 Penalty: 3681.847656
	Iteration 3F: 3 clusters Score -9819230 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -9821634.000000 Penalty: 3681.847656
	Iteration 4F: 3 clusters Score -9821634 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -9824372.000000 Penalty: 3681.847656
	Iteration 5F: 3 clusters Score -9824372 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -9827394.000000 Penalty: 3681.847656
	Iteration 6F: 3 clusters Score -9827394 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -9830031.000000 Penalty: 3681.847656
	Iteration 7F: 3 clusters Score -9830031 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -9832347.000000 Penalty: 3681.847656
	Iteration 8Q: 3 clusters Score -9832347 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61265 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -9834437.000000 Penalty: 3681.847656
	Iteration 9Q: 3 clusters Score -9834437 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63540 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -9836258.000000 Penalty: 3681.847656
	Iteration 10Q: 3 clusters Score -9836258 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65562 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -9837737.000000 Penalty: 3681.847656
	Iteration 11Q: 3 clusters Score -9837737 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -9838927.000000 Penalty: 3681.847656
	Iteration 12Q: 3 clusters Score -9838927 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -9839786.000000 Penalty: 3681.847656
	Iteration 13Q: 3 clusters Score -9839786 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70564 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -9840637.000000 Penalty: 3681.847656
	Iteration 14Q: 3 clusters Score -9840637 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -9841351.000000 Penalty: 3681.847656
	Iteration 15Q: 3 clusters Score -9841351 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -9841995.000000 Penalty: 3681.847656
	Iteration 16Q: 3 clusters Score -9841995 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74456 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -9842569.000000 Penalty: 3681.847656
	Iteration 17Q: 3 clusters Score -9842569 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -9843085.000000 Penalty: 3681.847656
	Iteration 18Q: 3 clusters Score -9843085 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76465 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -9843572.000000 Penalty: 3681.847656
	Iteration 19Q: 3 clusters Score -9843572 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77347 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -9843998.000000 Penalty: 3681.847656
	Iteration 20F: 3 clusters Score -9843998 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78093 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -9844328.000000 Penalty: 3681.847656
	Iteration 21Q: 3 clusters Score -9844328 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -9844589.000000 Penalty: 3681.847656
	Iteration 22Q: 3 clusters Score -9844589 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79302 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -9844832.000000 Penalty: 3681.847656
	Iteration 23Q: 3 clusters Score -9844832 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79781 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -9845015.000000 Penalty: 3681.847656
	Iteration 24Q: 3 clusters Score -9845015 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80195 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -9845153.000000 Penalty: 3681.847656
	Iteration 25Q: 3 clusters Score -9845153 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80528 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -9845298.000000 Penalty: 3681.847656
	Iteration 26Q: 3 clusters Score -9845298 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -9845434.000000 Penalty: 3681.847656
	Iteration 27Q: 3 clusters Score -9845434 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -9845535.000000 Penalty: 3681.847656
	Iteration 28Q: 3 clusters Score -9845535 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9845653.000000 Penalty: 3681.847656
	Iteration 29Q: 3 clusters Score -9845653 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81389 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -9845718.000000 Penalty: 3681.847656
	Iteration 30Q: 3 clusters Score -9845718 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81500 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9845777.000000 Penalty: 3681.847656
	Iteration 31Q: 3 clusters Score -9845777 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -9845803.000000 Penalty: 3681.847656
	Iteration 32Q: 3 clusters Score -9845803 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81655 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -9845826.000000 Penalty: 3681.847656
	Iteration 33Q: 3 clusters Score -9845826 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -9845853.000000 Penalty: 3681.847656
	Iteration 34Q: 3 clusters Score -9845853 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81772 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -9845881.000000 Penalty: 3681.847656
	Iteration 35Q: 3 clusters Score -9845881 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -9845893.000000 Penalty: 3681.847656
	Iteration 36Q: 3 clusters Score -9845893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -9845917.000000 Penalty: 3681.847656
	Iteration 37Q: 3 clusters Score -9845917 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81916 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -9845932.000000 Penalty: 3681.847656
	Iteration 38Q: 3 clusters Score -9845932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81950 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9845944.000000 Penalty: 3681.847656
	Iteration 39Q: 3 clusters Score -9845944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9845976.000000 Penalty: 3681.847656
	Iteration 40F: 3 clusters Score -9845976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9845997.000000 Penalty: 3681.847656
	Iteration 41Q: 3 clusters Score -9845997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82033 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -9846007.000000 Penalty: 3681.847656
	Iteration 42Q: 3 clusters Score -9846007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82053 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9846003.000000 Penalty: 3681.847656
	Iteration 43Q: 3 clusters Score -9846003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82073 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9846015.000000 Penalty: 3681.847656
	Iteration 44Q: 3 clusters Score -9846015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82082 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9846016.000000 Penalty: 3681.847656
	Iteration 45Q: 3 clusters Score -9846016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9846027.000000 Penalty: 3681.847656
	Iteration 46Q: 3 clusters Score -9846027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9846022.000000 Penalty: 3681.847656
	Iteration 47Q: 3 clusters Score -9846022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82107 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9846021.000000 Penalty: 3681.847656
	Iteration 48Q: 3 clusters Score -9846021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82113 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9846019.000000 Penalty: 3681.847656
	Iteration 49Q: 3 clusters Score -9846019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82120 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9846008.000000 Penalty: 3681.847656
	Iteration 50Q: 3 clusters Score -9846008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9846010.000000 Penalty: 3681.847656
	Iteration 51Q: 3 clusters Score -9846010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82132 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9846021.000000 Penalty: 3681.847656
	Iteration 52Q: 3 clusters Score -9846021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9846018.000000 Penalty: 3681.847656
	Iteration 53Q: 3 clusters Score -9846018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82148 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9846027.000000 Penalty: 3681.847656
	Iteration 54Q: 3 clusters Score -9846027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9846040.000000 Penalty: 3681.847656
	Iteration 55Q: 3 clusters Score -9846040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9846045.000000 Penalty: 3681.847656
	Iteration 56Q: 3 clusters Score -9846045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9846043.000000 Penalty: 3681.847656
	Iteration 57Q: 3 clusters Score -9846043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9846049.000000 Penalty: 3681.847656
	Iteration 58Q: 3 clusters Score -9846049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9846056.000000 Penalty: 3681.847656
	Iteration 59Q: 3 clusters Score -9846056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9846051.000000 Penalty: 3681.847656
	Iteration 60F: 3 clusters Score -9846051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9846044.000000 Penalty: 3681.847656
	Iteration 61Q: 3 clusters Score -9846044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9846040.000000 Penalty: 3681.847656
	Iteration 62Q: 3 clusters Score -9846040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9846039.000000 Penalty: 3681.847656
	Iteration 63Q: 3 clusters Score -9846039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9846046.000000 Penalty: 3681.847656
	Iteration 64Q: 3 clusters Score -9846046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9846046.000000 Penalty: 3681.847656
	Iteration 65Q: 3 clusters Score -9846046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9846048.000000 Penalty: 3681.847656
	Iteration 66Q: 3 clusters Score -9846048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9846040.000000 Penalty: 3681.847656
	Iteration 67Q: 3 clusters Score -9846040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9846036.000000 Penalty: 3681.847656
	Iteration 68Q: 3 clusters Score -9846036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9846036.000000 Penalty: 3681.847656
	Iteration 69F: 3 clusters Score -9846036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -164095.750000 Penalty: 1171.036377
	Iteration 0F: 2 clusters Score -164095.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -162420.781250 Penalty: 2342.072754
	Iteration 0F: 3 clusters Score -162420.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -162741.906250 Penalty: 2342.072754
	Iteration 1F: 3 clusters Score -162741.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -162845.640625 Penalty: 2342.072754
	Iteration 2F: 3 clusters Score -162845.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -162903.109375 Penalty: 2342.072754
	Iteration 3Q: 3 clusters Score -162903.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -162927.000000 Penalty: 2342.072754
	Iteration 4Q: 3 clusters Score -162927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -162945.671875 Penalty: 2342.072754
	Iteration 5Q: 3 clusters Score -162945.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -162957.031250 Penalty: 2342.072754
	Iteration 6Q: 3 clusters Score -162957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -162974.062500 Penalty: 2342.072754
	Iteration 7Q: 3 clusters Score -162974.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -162988.312500 Penalty: 2342.072754
	Iteration 8Q: 3 clusters Score -162988.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -162992.703125 Penalty: 2342.072754
	Iteration 9Q: 3 clusters Score -162992.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -162997.406250 Penalty: 2342.072754
	Iteration 10Q: 3 clusters Score -162997.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -163005.734375 Penalty: 2342.072754
	Iteration 11Q: 3 clusters Score -163005.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -163014.953125 Penalty: 2342.072754
	Iteration 12Q: 3 clusters Score -163015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -163021.937500 Penalty: 2342.072754
	Iteration 13Q: 3 clusters Score -163021.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -163025.390625 Penalty: 2342.072754
	Iteration 14Q: 3 clusters Score -163025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -163029.484375 Penalty: 2342.072754
	Iteration 15Q: 3 clusters Score -163029.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -163031.062500 Penalty: 2342.072754
	Iteration 16Q: 3 clusters Score -163031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -163032.437500 Penalty: 2342.072754
	Iteration 17Q: 3 clusters Score -163032.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -163034.546875 Penalty: 2342.072754
	Iteration 18Q: 3 clusters Score -163034.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -163036.312500 Penalty: 2342.072754
	Iteration 19Q: 3 clusters Score -163036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -163038.015625 Penalty: 2342.072754
	Iteration 20F: 3 clusters Score -163038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -163039.718750 Penalty: 2342.072754
	Iteration 21Q: 3 clusters Score -163039.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -163040.187500 Penalty: 2342.072754
	Iteration 22Q: 3 clusters Score -163040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -163040.671875 Penalty: 2342.072754
	Iteration 23Q: 3 clusters Score -163040.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -163040.671875 Penalty: 2342.072754
	Iteration 24F: 3 clusters Score -163040.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Entering Unmasked Estep 
Score: -6250578.000000 Penalty: 1754.283081
	Iteration 0F: 2 clusters Score -6250578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -6218095.000000 Penalty: 3508.566162
	Iteration 0F: 3 clusters Score -6218095 nChanged 22807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -6231210.500000 Penalty: 3508.566162
	Iteration 1F: 3 clusters Score -6231210 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -6232045.500000 Penalty: 3508.566162
	Iteration 2Q: 3 clusters Score -6232046 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -6233375.000000 Penalty: 3508.566162
	Iteration 3F: 3 clusters Score -6233375 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -6235452.000000 Penalty: 3508.566162
	Iteration 4F: 3 clusters Score -6235452 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -6238304.000000 Penalty: 3508.566162
	Iteration 5F: 3 clusters Score -6238304 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -6241755.000000 Penalty: 3508.566162
	Iteration 6F: 3 clusters Score -6241755 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -6244884.500000 Penalty: 3508.566162
	Iteration 7F: 3 clusters Score -6244884 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -6246892.500000 Penalty: 3508.566162
	Iteration 8Q: 3 clusters Score -6246892 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6248011.000000 Penalty: 3508.566162
	Iteration 9Q: 3 clusters Score -6248011 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6248524.000000 Penalty: 3508.566162
	Iteration 10Q: 3 clusters Score -6248524 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6248789.000000 Penalty: 3508.566162
	Iteration 11Q: 3 clusters Score -6248789 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6248922.000000 Penalty: 3508.566162
	Iteration 12Q: 3 clusters Score -6248922 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6248997.000000 Penalty: 3508.566162
	Iteration 13Q: 3 clusters Score -6248997 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6249050.500000 Penalty: 3508.566162
	Iteration 14Q: 3 clusters Score -6249050 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6249092.500000 Penalty: 3508.566162
	Iteration 15Q: 3 clusters Score -6249092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6249109.500000 Penalty: 3508.566162
	Iteration 16Q: 3 clusters Score -6249110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6249118.500000 Penalty: 3508.566162
	Iteration 17Q: 3 clusters Score -6249118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6249127.500000 Penalty: 3508.566162
	Iteration 18Q: 3 clusters Score -6249128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6249139.000000 Penalty: 3508.566162
	Iteration 19Q: 3 clusters Score -6249139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6249140.000000 Penalty: 3508.566162
	Iteration 20F: 3 clusters Score -6249140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6249144.500000 Penalty: 3508.566162
	Iteration 21Q: 3 clusters Score -6249144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6249152.500000 Penalty: 3508.566162
	Iteration 22Q: 3 clusters Score -6249152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6249151.000000 Penalty: 3508.566162
	Iteration 23Q: 3 clusters Score -6249151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6249164.500000 Penalty: 3508.566162
	Iteration 24Q: 3 clusters Score -6249164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6249160.000000 Penalty: 3508.566162
	Iteration 25Q: 3 clusters Score -6249160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6249166.500000 Penalty: 3508.566162
	Iteration 26Q: 3 clusters Score -6249166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6249161.000000 Penalty: 3508.566162
	Iteration 27Q: 3 clusters Score -6249161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6249167.000000 Penalty: 3508.566162
	Iteration 28Q: 3 clusters Score -6249167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6249175.500000 Penalty: 3508.566162
	Iteration 29Q: 3 clusters Score -6249176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6249172.500000 Penalty: 3508.566162
	Iteration 30Q: 3 clusters Score -6249172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6249172.500000 Penalty: 3508.566162
	Iteration 31F: 3 clusters Score -6249172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Entering Unmasked Estep 
Score: -790322.750000 Penalty: 1410.277710
	Iteration 0F: 2 clusters Score -790322.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -785798.875000 Penalty: 2820.555420
	Iteration 0F: 3 clusters Score -785798.9 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -787045.812500 Penalty: 2820.555420
	Iteration 1F: 3 clusters Score -787045.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -787242.437500 Penalty: 2820.555420
	Iteration 2F: 3 clusters Score -787242.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -787373.625000 Penalty: 2820.555420
	Iteration 3Q: 3 clusters Score -787373.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -787470.250000 Penalty: 2820.555420
	Iteration 4Q: 3 clusters Score -787470.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -787562.500000 Penalty: 2820.555420
	Iteration 5Q: 3 clusters Score -787562.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -787657.125000 Penalty: 2820.555420
	Iteration 6Q: 3 clusters Score -787657.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -787774.875000 Penalty: 2820.555420
	Iteration 7Q: 3 clusters Score -787774.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -787910.125000 Penalty: 2820.555420
	Iteration 8Q: 3 clusters Score -787910.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -788062.187500 Penalty: 2820.555420
	Iteration 9Q: 3 clusters Score -788062.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -788239.312500 Penalty: 2820.555420
	Iteration 10Q: 3 clusters Score -788239.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -788403.875000 Penalty: 2820.555420
	Iteration 11Q: 3 clusters Score -788403.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -788565.625000 Penalty: 2820.555420
	Iteration 12Q: 3 clusters Score -788565.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -788740.312500 Penalty: 2820.555420
	Iteration 13Q: 3 clusters Score -788740.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -788841.187500 Penalty: 2820.555420
	Iteration 14Q: 3 clusters Score -788841.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -788908.750000 Penalty: 2820.555420
	Iteration 15Q: 3 clusters Score -788908.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -788951.937500 Penalty: 2820.555420
	Iteration 16Q: 3 clusters Score -788951.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -788990.062500 Penalty: 2820.555420
	Iteration 17Q: 3 clusters Score -788990.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -789020.187500 Penalty: 2820.555420
	Iteration 18Q: 3 clusters Score -789020.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -789038.562500 Penalty: 2820.555420
	Iteration 19Q: 3 clusters Score -789038.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -789051.250000 Penalty: 2820.555420
	Iteration 20F: 3 clusters Score -789051.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -789063.375000 Penalty: 2820.555420
	Iteration 21Q: 3 clusters Score -789063.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -789072.812500 Penalty: 2820.555420
	Iteration 22Q: 3 clusters Score -789072.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -789085.625000 Penalty: 2820.555420
	Iteration 23Q: 3 clusters Score -789085.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -789088.312500 Penalty: 2820.555420
	Iteration 24Q: 3 clusters Score -789088.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -789090.062500 Penalty: 2820.555420
	Iteration 25Q: 3 clusters Score -789090.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -789090.062500 Penalty: 2820.555420
	Iteration 26F: 3 clusters Score -789090.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Entering Unmasked Estep 
Score: -3921903.250000 Penalty: 1677.975952
	Iteration 0F: 2 clusters Score -3921903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3901400.750000 Penalty: 3355.951904
	Iteration 0F: 3 clusters Score -3901401 nChanged 14024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3909593.250000 Penalty: 3355.951904
	Iteration 1F: 3 clusters Score -3909593 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3910717.250000 Penalty: 3355.951904
	Iteration 2F: 3 clusters Score -3910717 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -3912349.750000 Penalty: 3355.951904
	Iteration 3F: 3 clusters Score -3912350 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -3914330.750000 Penalty: 3355.951904
	Iteration 4F: 3 clusters Score -3914331 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -3915997.250000 Penalty: 3355.951904
	Iteration 5F: 3 clusters Score -3915997 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3917251.750000 Penalty: 3355.951904
	Iteration 6F: 3 clusters Score -3917252 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3918041.250000 Penalty: 3355.951904
	Iteration 7Q: 3 clusters Score -3918041 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -3918655.500000 Penalty: 3355.951904
	Iteration 8Q: 3 clusters Score -3918656 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3919101.250000 Penalty: 3355.951904
	Iteration 9Q: 3 clusters Score -3919101 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -3919366.250000 Penalty: 3355.951904
	Iteration 10Q: 3 clusters Score -3919366 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3919532.250000 Penalty: 3355.951904
	Iteration 11Q: 3 clusters Score -3919532 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -3919645.250000 Penalty: 3355.951904
	Iteration 12Q: 3 clusters Score -3919645 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -3919755.000000 Penalty: 3355.951904
	Iteration 13Q: 3 clusters Score -3919755 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3919877.750000 Penalty: 3355.951904
	Iteration 14Q: 3 clusters Score -3919878 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3919967.500000 Penalty: 3355.951904
	Iteration 15Q: 3 clusters Score -3919968 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -3920060.500000 Penalty: 3355.951904
	Iteration 16Q: 3 clusters Score -3920060 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3920174.250000 Penalty: 3355.951904
	Iteration 17Q: 3 clusters Score -3920174 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3920295.250000 Penalty: 3355.951904
	Iteration 18Q: 3 clusters Score -3920295 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -3920398.000000 Penalty: 3355.951904
	Iteration 19Q: 3 clusters Score -3920398 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3920527.000000 Penalty: 3355.951904
	Iteration 20F: 3 clusters Score -3920527 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3920668.250000 Penalty: 3355.951904
	Iteration 21Q: 3 clusters Score -3920668 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3920812.250000 Penalty: 3355.951904
	Iteration 22Q: 3 clusters Score -3920812 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3920935.000000 Penalty: 3355.951904
	Iteration 23Q: 3 clusters Score -3920935 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3921036.000000 Penalty: 3355.951904
	Iteration 24Q: 3 clusters Score -3921036 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3921104.750000 Penalty: 3355.951904
	Iteration 25Q: 3 clusters Score -3921105 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3921164.750000 Penalty: 3355.951904
	Iteration 26Q: 3 clusters Score -3921165 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3921213.000000 Penalty: 3355.951904
	Iteration 27Q: 3 clusters Score -3921213 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3921240.000000 Penalty: 3355.951904
	Iteration 28Q: 3 clusters Score -3921240 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3921274.750000 Penalty: 3355.951904
	Iteration 29Q: 3 clusters Score -3921275 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3921298.250000 Penalty: 3355.951904
	Iteration 30Q: 3 clusters Score -3921298 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3921314.750000 Penalty: 3355.951904
	Iteration 31Q: 3 clusters Score -3921315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3921325.750000 Penalty: 3355.951904
	Iteration 32Q: 3 clusters Score -3921326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3921327.250000 Penalty: 3355.951904
	Iteration 33Q: 3 clusters Score -3921327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3921331.250000 Penalty: 3355.951904
	Iteration 34Q: 3 clusters Score -3921331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3921333.250000 Penalty: 3355.951904
	Iteration 35Q: 3 clusters Score -3921333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3921334.000000 Penalty: 3355.951904
	Iteration 36Q: 3 clusters Score -3921334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3921350.750000 Penalty: 3355.951904
	Iteration 37Q: 3 clusters Score -3921351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3921356.000000 Penalty: 3355.951904
	Iteration 38Q: 3 clusters Score -3921356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3921364.750000 Penalty: 3355.951904
	Iteration 39Q: 3 clusters Score -3921365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3921365.000000 Penalty: 3355.951904
	Iteration 40F: 3 clusters Score -3921365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3921360.250000 Penalty: 3355.951904
	Iteration 41Q: 3 clusters Score -3921360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3921361.500000 Penalty: 3355.951904
	Iteration 42Q: 3 clusters Score -3921362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3921365.750000 Penalty: 3355.951904
	Iteration 43Q: 3 clusters Score -3921366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3921370.000000 Penalty: 3355.951904
	Iteration 44Q: 3 clusters Score -3921370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3921374.250000 Penalty: 3355.951904
	Iteration 45Q: 3 clusters Score -3921374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3921376.250000 Penalty: 3355.951904
	Iteration 46Q: 3 clusters Score -3921376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3921371.500000 Penalty: 3355.951904
	Iteration 47Q: 3 clusters Score -3921372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3921375.750000 Penalty: 3355.951904
	Iteration 48Q: 3 clusters Score -3921376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3921374.500000 Penalty: 3355.951904
	Iteration 49Q: 3 clusters Score -3921374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3921372.250000 Penalty: 3355.951904
	Iteration 50Q: 3 clusters Score -3921372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3921375.500000 Penalty: 3355.951904
	Iteration 51Q: 3 clusters Score -3921376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3921371.250000 Penalty: 3355.951904
	Iteration 52Q: 3 clusters Score -3921371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3921370.250000 Penalty: 3355.951904
	Iteration 53Q: 3 clusters Score -3921370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3921369.750000 Penalty: 3355.951904
	Iteration 54Q: 3 clusters Score -3921370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3921365.750000 Penalty: 3355.951904
	Iteration 55Q: 3 clusters Score -3921366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3921372.500000 Penalty: 3355.951904
	Iteration 56Q: 3 clusters Score -3921372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3921377.500000 Penalty: 3355.951904
	Iteration 57Q: 3 clusters Score -3921378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3921381.250000 Penalty: 3355.951904
	Iteration 58Q: 3 clusters Score -3921381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3921377.000000 Penalty: 3355.951904
	Iteration 59Q: 3 clusters Score -3921377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3921378.250000 Penalty: 3355.951904
	Iteration 60F: 3 clusters Score -3921378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3921380.000000 Penalty: 3355.951904
	Iteration 61Q: 3 clusters Score -3921380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3921375.000000 Penalty: 3355.951904
	Iteration 62Q: 3 clusters Score -3921375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3921375.000000 Penalty: 3355.951904
	Iteration 63Q: 3 clusters Score -3921375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3921377.000000 Penalty: 3355.951904
	Iteration 64Q: 3 clusters Score -3921377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3921371.750000 Penalty: 3355.951904
	Iteration 65Q: 3 clusters Score -3921372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3921369.500000 Penalty: 3355.951904
	Iteration 66Q: 3 clusters Score -3921370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3921369.000000 Penalty: 3355.951904
	Iteration 67Q: 3 clusters Score -3921369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3921369.000000 Penalty: 3355.951904
	Iteration 68Q: 3 clusters Score -3921369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3921367.750000 Penalty: 3355.951904
	Iteration 69Q: 3 clusters Score -3921368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3921372.000000 Penalty: 3355.951904
	Iteration 70Q: 3 clusters Score -3921372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3921371.750000 Penalty: 3355.951904
	Iteration 71Q: 3 clusters Score -3921372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3921369.250000 Penalty: 3355.951904
	Iteration 72Q: 3 clusters Score -3921369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3921369.250000 Penalty: 3355.951904
	Iteration 73F: 3 clusters Score -3921369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Entering Unmasked Estep 
Score: -571866.375000 Penalty: 1382.869629
	Iteration 0F: 2 clusters Score -571866.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -567923.437500 Penalty: 2765.739258
	Iteration 0F: 3 clusters Score -567923.4 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -569107.250000 Penalty: 2765.739258
	Iteration 1F: 3 clusters Score -569107.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -569377.312500 Penalty: 2765.739258
	Iteration 2F: 3 clusters Score -569377.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -569578.125000 Penalty: 2765.739258
	Iteration 3F: 3 clusters Score -569578.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -569741.812500 Penalty: 2765.739258
	Iteration 4Q: 3 clusters Score -569741.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -569897.562500 Penalty: 2765.739258
	Iteration 5Q: 3 clusters Score -569897.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -570021.437500 Penalty: 2765.739258
	Iteration 6Q: 3 clusters Score -570021.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -570132.312500 Penalty: 2765.739258
	Iteration 7Q: 3 clusters Score -570132.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -570225.812500 Penalty: 2765.739258
	Iteration 8Q: 3 clusters Score -570225.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -570322.625000 Penalty: 2765.739258
	Iteration 9Q: 3 clusters Score -570322.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -570427.437500 Penalty: 2765.739258
	Iteration 10Q: 3 clusters Score -570427.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -570534.562500 Penalty: 2765.739258
	Iteration 11Q: 3 clusters Score -570534.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -570634.625000 Penalty: 2765.739258
	Iteration 12Q: 3 clusters Score -570634.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -570711.812500 Penalty: 2765.739258
	Iteration 13Q: 3 clusters Score -570711.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -570773.437500 Penalty: 2765.739258
	Iteration 14Q: 3 clusters Score -570773.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -570816.000000 Penalty: 2765.739258
	Iteration 15Q: 3 clusters Score -570816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -570849.500000 Penalty: 2765.739258
	Iteration 16Q: 3 clusters Score -570849.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -570875.312500 Penalty: 2765.739258
	Iteration 17Q: 3 clusters Score -570875.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -570891.812500 Penalty: 2765.739258
	Iteration 18Q: 3 clusters Score -570891.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -570910.875000 Penalty: 2765.739258
	Iteration 19Q: 3 clusters Score -570910.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -570931.187500 Penalty: 2765.739258
	Iteration 20F: 3 clusters Score -570931.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -570953.500000 Penalty: 2765.739258
	Iteration 21Q: 3 clusters Score -570953.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -570976.312500 Penalty: 2765.739258
	Iteration 22Q: 3 clusters Score -570976.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -570989.812500 Penalty: 2765.739258
	Iteration 23Q: 3 clusters Score -570989.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -571002.000000 Penalty: 2765.739258
	Iteration 24Q: 3 clusters Score -571002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -571017.937500 Penalty: 2765.739258
	Iteration 25Q: 3 clusters Score -571017.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -571034.000000 Penalty: 2765.739258
	Iteration 26Q: 3 clusters Score -571034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -571051.625000 Penalty: 2765.739258
	Iteration 27Q: 3 clusters Score -571051.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -571070.062500 Penalty: 2765.739258
	Iteration 28Q: 3 clusters Score -571070.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -571092.687500 Penalty: 2765.739258
	Iteration 29Q: 3 clusters Score -571092.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -571109.125000 Penalty: 2765.739258
	Iteration 30Q: 3 clusters Score -571109.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -571123.875000 Penalty: 2765.739258
	Iteration 31Q: 3 clusters Score -571123.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -571137.875000 Penalty: 2765.739258
	Iteration 32Q: 3 clusters Score -571137.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -571155.312500 Penalty: 2765.739258
	Iteration 33Q: 3 clusters Score -571155.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -571168.812500 Penalty: 2765.739258
	Iteration 34Q: 3 clusters Score -571168.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -571183.500000 Penalty: 2765.739258
	Iteration 35Q: 3 clusters Score -571183.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -571198.562500 Penalty: 2765.739258
	Iteration 36Q: 3 clusters Score -571198.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -571223.312500 Penalty: 2765.739258
	Iteration 37Q: 3 clusters Score -571223.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -571261.187500 Penalty: 2765.739258
	Iteration 38Q: 3 clusters Score -571261.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -571297.250000 Penalty: 2765.739258
	Iteration 39Q: 3 clusters Score -571297.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -571322.937500 Penalty: 2765.739258
	Iteration 40F: 3 clusters Score -571322.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -571343.250000 Penalty: 2765.739258
	Iteration 41Q: 3 clusters Score -571343.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -571357.562500 Penalty: 2765.739258
	Iteration 42Q: 3 clusters Score -571357.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -571361.500000 Penalty: 2765.739258
	Iteration 43Q: 3 clusters Score -571361.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -571366.875000 Penalty: 2765.739258
	Iteration 44Q: 3 clusters Score -571366.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -571369.812500 Penalty: 2765.739258
	Iteration 45Q: 3 clusters Score -571369.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -571372.875000 Penalty: 2765.739258
	Iteration 46Q: 3 clusters Score -571372.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -571374.687500 Penalty: 2765.739258
	Iteration 47Q: 3 clusters Score -571374.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -571377.062500 Penalty: 2765.739258
	Iteration 48Q: 3 clusters Score -571377.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -571377.187500 Penalty: 2765.739258
	Iteration 49Q: 3 clusters Score -571377.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -571378.937500 Penalty: 2765.739258
	Iteration 50Q: 3 clusters Score -571378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -571380.187500 Penalty: 2765.739258
	Iteration 51Q: 3 clusters Score -571380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -571379.625000 Penalty: 2765.739258
	Iteration 52Q: 3 clusters Score -571379.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -571380.250000 Penalty: 2765.739258
	Iteration 53Q: 3 clusters Score -571380.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -571380.250000 Penalty: 2765.739258
	Iteration 54F: 3 clusters Score -571380.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Entering Unmasked Estep 
Score: -1455224.625000 Penalty: 1520.784546
	Iteration 0F: 2 clusters Score -1455225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1447105.000000 Penalty: 3041.569092
	Iteration 0F: 3 clusters Score -1447105 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1449775.875000 Penalty: 3041.569092
	Iteration 1F: 3 clusters Score -1449776 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1450234.125000 Penalty: 3041.569092
	Iteration 2F: 3 clusters Score -1450234 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1450761.125000 Penalty: 3041.569092
	Iteration 3F: 3 clusters Score -1450761 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1451354.625000 Penalty: 3041.569092
	Iteration 4F: 3 clusters Score -1451355 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1451997.625000 Penalty: 3041.569092
	Iteration 5F: 3 clusters Score -1451998 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1452571.250000 Penalty: 3041.569092
	Iteration 6F: 3 clusters Score -1452571 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1452996.625000 Penalty: 3041.569092
	Iteration 7F: 3 clusters Score -1452997 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1453304.875000 Penalty: 3041.569092
	Iteration 8Q: 3 clusters Score -1453305 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1453506.750000 Penalty: 3041.569092
	Iteration 9Q: 3 clusters Score -1453507 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1453642.875000 Penalty: 3041.569092
	Iteration 10Q: 3 clusters Score -1453643 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1453738.625000 Penalty: 3041.569092
	Iteration 11Q: 3 clusters Score -1453739 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1453802.625000 Penalty: 3041.569092
	Iteration 12Q: 3 clusters Score -1453803 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1453857.500000 Penalty: 3041.569092
	Iteration 13Q: 3 clusters Score -1453858 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1453886.000000 Penalty: 3041.569092
	Iteration 14Q: 3 clusters Score -1453886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1453910.375000 Penalty: 3041.569092
	Iteration 15Q: 3 clusters Score -1453910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1453932.750000 Penalty: 3041.569092
	Iteration 16Q: 3 clusters Score -1453933 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1453960.250000 Penalty: 3041.569092
	Iteration 17Q: 3 clusters Score -1453960 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1453980.750000 Penalty: 3041.569092
	Iteration 18Q: 3 clusters Score -1453981 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1454009.875000 Penalty: 3041.569092
	Iteration 19Q: 3 clusters Score -1454010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1454034.250000 Penalty: 3041.569092
	Iteration 20F: 3 clusters Score -1454034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1454063.250000 Penalty: 3041.569092
	Iteration 21Q: 3 clusters Score -1454063 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1454076.875000 Penalty: 3041.569092
	Iteration 22Q: 3 clusters Score -1454077 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1454090.875000 Penalty: 3041.569092
	Iteration 23Q: 3 clusters Score -1454091 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1454109.250000 Penalty: 3041.569092
	Iteration 24Q: 3 clusters Score -1454109 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1454128.875000 Penalty: 3041.569092
	Iteration 25Q: 3 clusters Score -1454129 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1454144.375000 Penalty: 3041.569092
	Iteration 26Q: 3 clusters Score -1454144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1454148.000000 Penalty: 3041.569092
	Iteration 27Q: 3 clusters Score -1454148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1454169.250000 Penalty: 3041.569092
	Iteration 28Q: 3 clusters Score -1454169 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1454182.000000 Penalty: 3041.569092
	Iteration 29Q: 3 clusters Score -1454182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1454195.625000 Penalty: 3041.569092
	Iteration 30Q: 3 clusters Score -1454196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1454216.250000 Penalty: 3041.569092
	Iteration 31Q: 3 clusters Score -1454216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1454225.250000 Penalty: 3041.569092
	Iteration 32Q: 3 clusters Score -1454225 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1454239.750000 Penalty: 3041.569092
	Iteration 33Q: 3 clusters Score -1454240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1454252.250000 Penalty: 3041.569092
	Iteration 34Q: 3 clusters Score -1454252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1454263.625000 Penalty: 3041.569092
	Iteration 35Q: 3 clusters Score -1454264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1454276.625000 Penalty: 3041.569092
	Iteration 36Q: 3 clusters Score -1454277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1454278.375000 Penalty: 3041.569092
	Iteration 37Q: 3 clusters Score -1454278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1454287.875000 Penalty: 3041.569092
	Iteration 38Q: 3 clusters Score -1454288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1454294.000000 Penalty: 3041.569092
	Iteration 39Q: 3 clusters Score -1454294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1454303.125000 Penalty: 3041.569092
	Iteration 40F: 3 clusters Score -1454303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1454311.750000 Penalty: 3041.569092
	Iteration 41Q: 3 clusters Score -1454312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1454315.000000 Penalty: 3041.569092
	Iteration 42Q: 3 clusters Score -1454315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1454323.250000 Penalty: 3041.569092
	Iteration 43Q: 3 clusters Score -1454323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1454326.000000 Penalty: 3041.569092
	Iteration 44Q: 3 clusters Score -1454326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1454332.125000 Penalty: 3041.569092
	Iteration 45Q: 3 clusters Score -1454332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1454333.625000 Penalty: 3041.569092
	Iteration 46Q: 3 clusters Score -1454334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1454333.625000 Penalty: 3041.569092
	Iteration 47Q: 3 clusters Score -1454334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1454335.000000 Penalty: 3041.569092
	Iteration 48Q: 3 clusters Score -1454335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1454334.875000 Penalty: 3041.569092
	Iteration 49Q: 3 clusters Score -1454335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1454335.000000 Penalty: 3041.569092
	Iteration 50Q: 3 clusters Score -1454335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1454336.250000 Penalty: 3041.569092
	Iteration 51Q: 3 clusters Score -1454336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1454335.375000 Penalty: 3041.569092
	Iteration 52Q: 3 clusters Score -1454335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1454338.500000 Penalty: 3041.569092
	Iteration 53Q: 3 clusters Score -1454338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1454338.500000 Penalty: 3041.569092
	Iteration 54F: 3 clusters Score -1454338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Entering Unmasked Estep 
Score: -383601.937500 Penalty: 1302.597900
	Iteration 0F: 2 clusters Score -383601.9 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 1521 members 
Entering Unmasked Estep 
Score: -380801.375000 Penalty: 2605.195801
	Iteration 0F: 3 clusters Score -380801.4 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -381462.906250 Penalty: 2605.195801
	Iteration 1F: 3 clusters Score -381462.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -381592.937500 Penalty: 2605.195801
	Iteration 2F: 3 clusters Score -381592.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -381671.406250 Penalty: 2605.195801
	Iteration 3F: 3 clusters Score -381671.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -381720.656250 Penalty: 2605.195801
	Iteration 4Q: 3 clusters Score -381720.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -381758.281250 Penalty: 2605.195801
	Iteration 5Q: 3 clusters Score -381758.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -381783.593750 Penalty: 2605.195801
	Iteration 6Q: 3 clusters Score -381783.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -381804.406250 Penalty: 2605.195801
	Iteration 7Q: 3 clusters Score -381804.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -381825.968750 Penalty: 2605.195801
	Iteration 8Q: 3 clusters Score -381826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -381835.781250 Penalty: 2605.195801
	Iteration 9Q: 3 clusters Score -381835.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -381842.031250 Penalty: 2605.195801
	Iteration 10Q: 3 clusters Score -381842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -381848.343750 Penalty: 2605.195801
	Iteration 11Q: 3 clusters Score -381848.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -381852.375000 Penalty: 2605.195801
	Iteration 12Q: 3 clusters Score -381852.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -381857.093750 Penalty: 2605.195801
	Iteration 13Q: 3 clusters Score -381857.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -381859.156250 Penalty: 2605.195801
	Iteration 14Q: 3 clusters Score -381859.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -381863.312500 Penalty: 2605.195801
	Iteration 15Q: 3 clusters Score -381863.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -381865.312500 Penalty: 2605.195801
	Iteration 16Q: 3 clusters Score -381865.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -381865.500000 Penalty: 2605.195801
	Iteration 17Q: 3 clusters Score -381865.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -381865.187500 Penalty: 2605.195801
	Iteration 18Q: 3 clusters Score -381865.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -381865.187500 Penalty: 2605.195801
	Iteration 19F: 3 clusters Score -381865.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Entering Unmasked Estep 
Score: -910325.562500 Penalty: 1443.117798
	Iteration 0F: 2 clusters Score -910325.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -904929.875000 Penalty: 2886.235596
	Iteration 0F: 3 clusters Score -904929.9 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -906702.062500 Penalty: 2886.235596
	Iteration 1F: 3 clusters Score -906702.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -907084.375000 Penalty: 2886.235596
	Iteration 2F: 3 clusters Score -907084.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -907405.687500 Penalty: 2886.235596
	Iteration 3F: 3 clusters Score -907405.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -907727.125000 Penalty: 2886.235596
	Iteration 4F: 3 clusters Score -907727.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -908018.437500 Penalty: 2886.235596
	Iteration 5F: 3 clusters Score -908018.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -908274.062500 Penalty: 2886.235596
	Iteration 6F: 3 clusters Score -908274.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -908463.625000 Penalty: 2886.235596
	Iteration 7Q: 3 clusters Score -908463.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -908599.250000 Penalty: 2886.235596
	Iteration 8Q: 3 clusters Score -908599.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -908704.000000 Penalty: 2886.235596
	Iteration 9Q: 3 clusters Score -908704 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -908796.875000 Penalty: 2886.235596
	Iteration 10Q: 3 clusters Score -908796.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -908875.937500 Penalty: 2886.235596
	Iteration 11Q: 3 clusters Score -908875.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -908930.250000 Penalty: 2886.235596
	Iteration 12Q: 3 clusters Score -908930.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -908970.000000 Penalty: 2886.235596
	Iteration 13Q: 3 clusters Score -908970 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -909009.687500 Penalty: 2886.235596
	Iteration 14Q: 3 clusters Score -909009.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -909038.062500 Penalty: 2886.235596
	Iteration 15Q: 3 clusters Score -909038.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -909054.125000 Penalty: 2886.235596
	Iteration 16Q: 3 clusters Score -909054.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -909067.812500 Penalty: 2886.235596
	Iteration 17Q: 3 clusters Score -909067.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -909074.375000 Penalty: 2886.235596
	Iteration 18Q: 3 clusters Score -909074.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -909078.812500 Penalty: 2886.235596
	Iteration 19Q: 3 clusters Score -909078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -909083.750000 Penalty: 2886.235596
	Iteration 20F: 3 clusters Score -909083.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -909083.437500 Penalty: 2886.235596
	Iteration 21Q: 3 clusters Score -909083.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -909086.250000 Penalty: 2886.235596
	Iteration 22Q: 3 clusters Score -909086.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -909088.125000 Penalty: 2886.235596
	Iteration 23Q: 3 clusters Score -909088.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -909088.625000 Penalty: 2886.235596
	Iteration 24Q: 3 clusters Score -909088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -909090.500000 Penalty: 2886.235596
	Iteration 25Q: 3 clusters Score -909090.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -909090.562500 Penalty: 2886.235596
	Iteration 26Q: 3 clusters Score -909090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -909091.187500 Penalty: 2886.235596
	Iteration 27Q: 3 clusters Score -909091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -909091.562500 Penalty: 2886.235596
	Iteration 28Q: 3 clusters Score -909091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -909093.875000 Penalty: 2886.235596
	Iteration 29Q: 3 clusters Score -909093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -909094.750000 Penalty: 2886.235596
	Iteration 30Q: 3 clusters Score -909094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -909094.562500 Penalty: 2886.235596
	Iteration 31Q: 3 clusters Score -909094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -909097.062500 Penalty: 2886.235596
	Iteration 32Q: 3 clusters Score -909097.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -909101.437500 Penalty: 2886.235596
	Iteration 33Q: 3 clusters Score -909101.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -909102.875000 Penalty: 2886.235596
	Iteration 34Q: 3 clusters Score -909102.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -909103.375000 Penalty: 2886.235596
	Iteration 35Q: 3 clusters Score -909103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -909102.937500 Penalty: 2886.235596
	Iteration 36Q: 3 clusters Score -909102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -909104.625000 Penalty: 2886.235596
	Iteration 37Q: 3 clusters Score -909104.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -909105.000000 Penalty: 2886.235596
	Iteration 38Q: 3 clusters Score -909105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -909107.812500 Penalty: 2886.235596
	Iteration 39Q: 3 clusters Score -909107.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -909107.812500 Penalty: 2886.235596
	Iteration 40F: 3 clusters Score -909107.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Entering Unmasked Estep 
Score: -767657.062500 Penalty: 1415.743408
	Iteration 0F: 2 clusters Score -767657.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -762931.750000 Penalty: 2831.486816
	Iteration 0F: 3 clusters Score -762931.8 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -764384.875000 Penalty: 2831.486816
	Iteration 1F: 3 clusters Score -764384.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -764604.187500 Penalty: 2831.486816
	Iteration 2F: 3 clusters Score -764604.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -764789.625000 Penalty: 2831.486816
	Iteration 3F: 3 clusters Score -764789.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -764945.500000 Penalty: 2831.486816
	Iteration 4Q: 3 clusters Score -764945.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -765057.875000 Penalty: 2831.486816
	Iteration 5Q: 3 clusters Score -765057.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -765171.187500 Penalty: 2831.486816
	Iteration 6Q: 3 clusters Score -765171.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -765321.000000 Penalty: 2831.486816
	Iteration 7Q: 3 clusters Score -765321 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -765471.250000 Penalty: 2831.486816
	Iteration 8Q: 3 clusters Score -765471.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -765640.937500 Penalty: 2831.486816
	Iteration 9Q: 3 clusters Score -765640.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -765815.937500 Penalty: 2831.486816
	Iteration 10Q: 3 clusters Score -765815.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -765978.625000 Penalty: 2831.486816
	Iteration 11Q: 3 clusters Score -765978.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -766127.375000 Penalty: 2831.486816
	Iteration 12Q: 3 clusters Score -766127.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -766270.937500 Penalty: 2831.486816
	Iteration 13Q: 3 clusters Score -766270.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -766394.687500 Penalty: 2831.486816
	Iteration 14Q: 3 clusters Score -766394.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -766477.687500 Penalty: 2831.486816
	Iteration 15Q: 3 clusters Score -766477.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -766554.250000 Penalty: 2831.486816
	Iteration 16Q: 3 clusters Score -766554.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -766609.250000 Penalty: 2831.486816
	Iteration 17Q: 3 clusters Score -766609.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -766641.437500 Penalty: 2831.486816
	Iteration 18Q: 3 clusters Score -766641.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -766657.625000 Penalty: 2831.486816
	Iteration 19Q: 3 clusters Score -766657.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -766670.187500 Penalty: 2831.486816
	Iteration 20F: 3 clusters Score -766670.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -766686.500000 Penalty: 2831.486816
	Iteration 21Q: 3 clusters Score -766686.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -766701.125000 Penalty: 2831.486816
	Iteration 22Q: 3 clusters Score -766701.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -766710.812500 Penalty: 2831.486816
	Iteration 23Q: 3 clusters Score -766710.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -766723.625000 Penalty: 2831.486816
	Iteration 24Q: 3 clusters Score -766723.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -766743.875000 Penalty: 2831.486816
	Iteration 25Q: 3 clusters Score -766743.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -766756.875000 Penalty: 2831.486816
	Iteration 26Q: 3 clusters Score -766756.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -766765.437500 Penalty: 2831.486816
	Iteration 27Q: 3 clusters Score -766765.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -766773.500000 Penalty: 2831.486816
	Iteration 28Q: 3 clusters Score -766773.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -766777.750000 Penalty: 2831.486816
	Iteration 29Q: 3 clusters Score -766777.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -766783.562500 Penalty: 2831.486816
	Iteration 30Q: 3 clusters Score -766783.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -766786.812500 Penalty: 2831.486816
	Iteration 31Q: 3 clusters Score -766786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -766786.812500 Penalty: 2831.486816
	Iteration 32Q: 3 clusters Score -766786.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -766786.812500 Penalty: 2831.486816
	Iteration 33F: 3 clusters Score -766786.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Entering Unmasked Estep 
Score: -2782568.250000 Penalty: 1626.377686
	Iteration 0F: 2 clusters Score -2782568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2767314.250000 Penalty: 3252.755371
	Iteration 0F: 3 clusters Score -2767314 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2772994.250000 Penalty: 3252.755371
	Iteration 1F: 3 clusters Score -2772994 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2773472.750000 Penalty: 3252.755371
	Iteration 2F: 3 clusters Score -2773473 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2773986.250000 Penalty: 3252.755371
	Iteration 3F: 3 clusters Score -2773986 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2774572.000000 Penalty: 3252.755371
	Iteration 4F: 3 clusters Score -2774572 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2775266.250000 Penalty: 3252.755371
	Iteration 5F: 3 clusters Score -2775266 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2776129.500000 Penalty: 3252.755371
	Iteration 6F: 3 clusters Score -2776130 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2777102.750000 Penalty: 3252.755371
	Iteration 7F: 3 clusters Score -2777103 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2778046.500000 Penalty: 3252.755371
	Iteration 8F: 3 clusters Score -2778046 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2778860.500000 Penalty: 3252.755371
	Iteration 9Q: 3 clusters Score -2778860 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2779443.750000 Penalty: 3252.755371
	Iteration 10Q: 3 clusters Score -2779444 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2779820.000000 Penalty: 3252.755371
	Iteration 11Q: 3 clusters Score -2779820 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2780017.250000 Penalty: 3252.755371
	Iteration 12Q: 3 clusters Score -2780017 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2780154.000000 Penalty: 3252.755371
	Iteration 13Q: 3 clusters Score -2780154 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2780261.250000 Penalty: 3252.755371
	Iteration 14Q: 3 clusters Score -2780261 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2780344.500000 Penalty: 3252.755371
	Iteration 15Q: 3 clusters Score -2780344 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2780443.500000 Penalty: 3252.755371
	Iteration 16Q: 3 clusters Score -2780444 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2780544.250000 Penalty: 3252.755371
	Iteration 17Q: 3 clusters Score -2780544 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2780648.250000 Penalty: 3252.755371
	Iteration 18Q: 3 clusters Score -2780648 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2780725.500000 Penalty: 3252.755371
	Iteration 19Q: 3 clusters Score -2780726 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2780840.500000 Penalty: 3252.755371
	Iteration 20F: 3 clusters Score -2780840 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2780928.500000 Penalty: 3252.755371
	Iteration 21Q: 3 clusters Score -2780928 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2781004.250000 Penalty: 3252.755371
	Iteration 22Q: 3 clusters Score -2781004 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2781072.500000 Penalty: 3252.755371
	Iteration 23Q: 3 clusters Score -2781072 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2781109.000000 Penalty: 3252.755371
	Iteration 24Q: 3 clusters Score -2781109 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2781137.750000 Penalty: 3252.755371
	Iteration 25Q: 3 clusters Score -2781138 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2781160.750000 Penalty: 3252.755371
	Iteration 26Q: 3 clusters Score -2781161 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2781175.250000 Penalty: 3252.755371
	Iteration 27Q: 3 clusters Score -2781175 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2781191.250000 Penalty: 3252.755371
	Iteration 28Q: 3 clusters Score -2781191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2781200.000000 Penalty: 3252.755371
	Iteration 29Q: 3 clusters Score -2781200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2781206.500000 Penalty: 3252.755371
	Iteration 30Q: 3 clusters Score -2781206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2781215.500000 Penalty: 3252.755371
	Iteration 31Q: 3 clusters Score -2781216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2781214.500000 Penalty: 3252.755371
	Iteration 32Q: 3 clusters Score -2781214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2781217.250000 Penalty: 3252.755371
	Iteration 33Q: 3 clusters Score -2781217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2781222.250000 Penalty: 3252.755371
	Iteration 34Q: 3 clusters Score -2781222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2781222.500000 Penalty: 3252.755371
	Iteration 35Q: 3 clusters Score -2781222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2781225.000000 Penalty: 3252.755371
	Iteration 36Q: 3 clusters Score -2781225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2781229.250000 Penalty: 3252.755371
	Iteration 37Q: 3 clusters Score -2781229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2781231.000000 Penalty: 3252.755371
	Iteration 38Q: 3 clusters Score -2781231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2781234.750000 Penalty: 3252.755371
	Iteration 39Q: 3 clusters Score -2781235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2781233.500000 Penalty: 3252.755371
	Iteration 40F: 3 clusters Score -2781234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2781233.000000 Penalty: 3252.755371
	Iteration 41Q: 3 clusters Score -2781233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2781232.750000 Penalty: 3252.755371
	Iteration 42Q: 3 clusters Score -2781233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2781232.750000 Penalty: 3252.755371
	Iteration 43F: 3 clusters Score -2781233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Entering Unmasked Estep 
Score: -4225566.000000 Penalty: 1702.256836
	Iteration 0F: 2 clusters Score -4225566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -4201733.500000 Penalty: 3404.513672
	Iteration 0F: 3 clusters Score -4201734 nChanged 16431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -4211019.000000 Penalty: 3404.513672
	Iteration 1F: 3 clusters Score -4211019 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -4211656.500000 Penalty: 3404.513672
	Iteration 2Q: 3 clusters Score -4211656 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -4212466.000000 Penalty: 3404.513672
	Iteration 3Q: 3 clusters Score -4212466 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -4213464.500000 Penalty: 3404.513672
	Iteration 4F: 3 clusters Score -4213464 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -4214744.500000 Penalty: 3404.513672
	Iteration 5F: 3 clusters Score -4214744 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -4216180.000000 Penalty: 3404.513672
	Iteration 6F: 3 clusters Score -4216180 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4217628.000000 Penalty: 3404.513672
	Iteration 7F: 3 clusters Score -4217628 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -4218959.500000 Penalty: 3404.513672
	Iteration 8F: 3 clusters Score -4218960 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -4219999.000000 Penalty: 3404.513672
	Iteration 9Q: 3 clusters Score -4219999 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -4220825.500000 Penalty: 3404.513672
	Iteration 10Q: 3 clusters Score -4220826 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -4221428.500000 Penalty: 3404.513672
	Iteration 11Q: 3 clusters Score -4221428 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -4221857.500000 Penalty: 3404.513672
	Iteration 12Q: 3 clusters Score -4221858 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -4222212.500000 Penalty: 3404.513672
	Iteration 13Q: 3 clusters Score -4222212 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -4222516.000000 Penalty: 3404.513672
	Iteration 14Q: 3 clusters Score -4222516 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -4222846.000000 Penalty: 3404.513672
	Iteration 15Q: 3 clusters Score -4222846 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -4223155.500000 Penalty: 3404.513672
	Iteration 16Q: 3 clusters Score -4223156 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4223467.000000 Penalty: 3404.513672
	Iteration 17Q: 3 clusters Score -4223467 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4223712.500000 Penalty: 3404.513672
	Iteration 18Q: 3 clusters Score -4223712 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4223926.000000 Penalty: 3404.513672
	Iteration 19Q: 3 clusters Score -4223926 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4224066.000000 Penalty: 3404.513672
	Iteration 20F: 3 clusters Score -4224066 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4224199.000000 Penalty: 3404.513672
	Iteration 21Q: 3 clusters Score -4224199 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4224291.500000 Penalty: 3404.513672
	Iteration 22Q: 3 clusters Score -4224292 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4224353.500000 Penalty: 3404.513672
	Iteration 23Q: 3 clusters Score -4224354 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4224412.500000 Penalty: 3404.513672
	Iteration 24Q: 3 clusters Score -4224412 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4224472.000000 Penalty: 3404.513672
	Iteration 25Q: 3 clusters Score -4224472 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4224507.500000 Penalty: 3404.513672
	Iteration 26Q: 3 clusters Score -4224508 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4224538.500000 Penalty: 3404.513672
	Iteration 27Q: 3 clusters Score -4224538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4224560.000000 Penalty: 3404.513672
	Iteration 28Q: 3 clusters Score -4224560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4224579.000000 Penalty: 3404.513672
	Iteration 29Q: 3 clusters Score -4224579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4224590.500000 Penalty: 3404.513672
	Iteration 30Q: 3 clusters Score -4224590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4224596.500000 Penalty: 3404.513672
	Iteration 31Q: 3 clusters Score -4224596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4224600.500000 Penalty: 3404.513672
	Iteration 32Q: 3 clusters Score -4224600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4224605.500000 Penalty: 3404.513672
	Iteration 33Q: 3 clusters Score -4224606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4224610.500000 Penalty: 3404.513672
	Iteration 34Q: 3 clusters Score -4224610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4224611.500000 Penalty: 3404.513672
	Iteration 35Q: 3 clusters Score -4224612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4224619.000000 Penalty: 3404.513672
	Iteration 36Q: 3 clusters Score -4224619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4224618.500000 Penalty: 3404.513672
	Iteration 37Q: 3 clusters Score -4224618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4224618.000000 Penalty: 3404.513672
	Iteration 38Q: 3 clusters Score -4224618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4224622.000000 Penalty: 3404.513672
	Iteration 39Q: 3 clusters Score -4224622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4224624.500000 Penalty: 3404.513672
	Iteration 40F: 3 clusters Score -4224624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4224622.000000 Penalty: 3404.513672
	Iteration 41Q: 3 clusters Score -4224622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4224627.000000 Penalty: 3404.513672
	Iteration 42Q: 3 clusters Score -4224627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4224625.500000 Penalty: 3404.513672
	Iteration 43Q: 3 clusters Score -4224626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4224624.000000 Penalty: 3404.513672
	Iteration 44Q: 3 clusters Score -4224624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4224626.500000 Penalty: 3404.513672
	Iteration 45Q: 3 clusters Score -4224626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4224622.500000 Penalty: 3404.513672
	Iteration 46Q: 3 clusters Score -4224622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4224628.000000 Penalty: 3404.513672
	Iteration 47Q: 3 clusters Score -4224628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4224627.000000 Penalty: 3404.513672
	Iteration 48Q: 3 clusters Score -4224627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4224630.500000 Penalty: 3404.513672
	Iteration 49Q: 3 clusters Score -4224630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4224631.500000 Penalty: 3404.513672
	Iteration 50Q: 3 clusters Score -4224632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4224629.500000 Penalty: 3404.513672
	Iteration 51Q: 3 clusters Score -4224630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4224638.000000 Penalty: 3404.513672
	Iteration 52Q: 3 clusters Score -4224638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4224633.500000 Penalty: 3404.513672
	Iteration 53Q: 3 clusters Score -4224634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4224636.000000 Penalty: 3404.513672
	Iteration 54Q: 3 clusters Score -4224636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4224635.500000 Penalty: 3404.513672
	Iteration 55Q: 3 clusters Score -4224636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4224640.500000 Penalty: 3404.513672
	Iteration 56Q: 3 clusters Score -4224640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4224634.000000 Penalty: 3404.513672
	Iteration 57Q: 3 clusters Score -4224634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4224642.000000 Penalty: 3404.513672
	Iteration 58Q: 3 clusters Score -4224642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4224645.500000 Penalty: 3404.513672
	Iteration 59Q: 3 clusters Score -4224646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4224647.000000 Penalty: 3404.513672
	Iteration 60F: 3 clusters Score -4224647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4224641.000000 Penalty: 3404.513672
	Iteration 61Q: 3 clusters Score -4224641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4224638.500000 Penalty: 3404.513672
	Iteration 62Q: 3 clusters Score -4224638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4224647.000000 Penalty: 3404.513672
	Iteration 63Q: 3 clusters Score -4224647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4224646.000000 Penalty: 3404.513672
	Iteration 64Q: 3 clusters Score -4224646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4224649.000000 Penalty: 3404.513672
	Iteration 65Q: 3 clusters Score -4224649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4224654.000000 Penalty: 3404.513672
	Iteration 66Q: 3 clusters Score -4224654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4224652.000000 Penalty: 3404.513672
	Iteration 67Q: 3 clusters Score -4224652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4224660.000000 Penalty: 3404.513672
	Iteration 68Q: 3 clusters Score -4224660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4224659.500000 Penalty: 3404.513672
	Iteration 69Q: 3 clusters Score -4224660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4224662.000000 Penalty: 3404.513672
	Iteration 70Q: 3 clusters Score -4224662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4224666.500000 Penalty: 3404.513672
	Iteration 71Q: 3 clusters Score -4224666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4224670.000000 Penalty: 3404.513672
	Iteration 72Q: 3 clusters Score -4224670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4224671.500000 Penalty: 3404.513672
	Iteration 73Q: 3 clusters Score -4224672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4224673.000000 Penalty: 3404.513672
	Iteration 74Q: 3 clusters Score -4224673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4224678.000000 Penalty: 3404.513672
	Iteration 75Q: 3 clusters Score -4224678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4224683.000000 Penalty: 3404.513672
	Iteration 76Q: 3 clusters Score -4224683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4224682.500000 Penalty: 3404.513672
	Iteration 77Q: 3 clusters Score -4224682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4224688.000000 Penalty: 3404.513672
	Iteration 78Q: 3 clusters Score -4224688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4224685.500000 Penalty: 3404.513672
	Iteration 79Q: 3 clusters Score -4224686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4224685.000000 Penalty: 3404.513672
	Iteration 80F: 3 clusters Score -4224685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4224684.000000 Penalty: 3404.513672
	Iteration 81Q: 3 clusters Score -4224684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4224684.000000 Penalty: 3404.513672
	Iteration 82F: 3 clusters Score -4224684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Entering Unmasked Estep 
Score: -641153.312500 Penalty: 1392.959717
	Iteration 0F: 2 clusters Score -641153.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -636980.812500 Penalty: 2785.919434
	Iteration 0F: 3 clusters Score -636980.8 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -638253.875000 Penalty: 2785.919434
	Iteration 1F: 3 clusters Score -638253.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -638571.687500 Penalty: 2785.919434
	Iteration 2F: 3 clusters Score -638571.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -638902.187500 Penalty: 2785.919434
	Iteration 3F: 3 clusters Score -638902.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -639233.187500 Penalty: 2785.919434
	Iteration 4F: 3 clusters Score -639233.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -639520.625000 Penalty: 2785.919434
	Iteration 5F: 3 clusters Score -639520.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -639728.312500 Penalty: 2785.919434
	Iteration 6F: 3 clusters Score -639728.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -639876.062500 Penalty: 2785.919434
	Iteration 7Q: 3 clusters Score -639876.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -639977.125000 Penalty: 2785.919434
	Iteration 8Q: 3 clusters Score -639977.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -640058.437500 Penalty: 2785.919434
	Iteration 9Q: 3 clusters Score -640058.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -640115.375000 Penalty: 2785.919434
	Iteration 10Q: 3 clusters Score -640115.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -640166.000000 Penalty: 2785.919434
	Iteration 11Q: 3 clusters Score -640166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -640188.375000 Penalty: 2785.919434
	Iteration 12Q: 3 clusters Score -640188.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -640207.312500 Penalty: 2785.919434
	Iteration 13Q: 3 clusters Score -640207.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -640220.000000 Penalty: 2785.919434
	Iteration 14Q: 3 clusters Score -640220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -640229.000000 Penalty: 2785.919434
	Iteration 15Q: 3 clusters Score -640229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -640237.625000 Penalty: 2785.919434
	Iteration 16Q: 3 clusters Score -640237.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -640243.937500 Penalty: 2785.919434
	Iteration 17Q: 3 clusters Score -640243.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -640247.687500 Penalty: 2785.919434
	Iteration 18Q: 3 clusters Score -640247.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -640249.062500 Penalty: 2785.919434
	Iteration 19Q: 3 clusters Score -640249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -640250.562500 Penalty: 2785.919434
	Iteration 20F: 3 clusters Score -640250.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -640252.500000 Penalty: 2785.919434
	Iteration 21Q: 3 clusters Score -640252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -640251.750000 Penalty: 2785.919434
	Iteration 22Q: 3 clusters Score -640251.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -640252.937500 Penalty: 2785.919434
	Iteration 23Q: 3 clusters Score -640252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -640254.250000 Penalty: 2785.919434
	Iteration 24Q: 3 clusters Score -640254.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -640254.250000 Penalty: 2785.919434
	Iteration 25F: 3 clusters Score -640254.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -46469.843750 Penalty: 997.380676
	Iteration 0F: 2 clusters Score -46469.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45538.917969 Penalty: 1994.761353
	Iteration 0F: 3 clusters Score -45538.92 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45800.472656 Penalty: 1994.761353
	Iteration 1F: 3 clusters Score -45800.47 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46013.582031 Penalty: 1994.761353
	Iteration 2F: 3 clusters Score -46013.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -46108.683594 Penalty: 1994.761353
	Iteration 3F: 3 clusters Score -46108.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -46170.214844 Penalty: 1994.761353
	Iteration 4Q: 3 clusters Score -46170.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -46199.179688 Penalty: 1994.761353
	Iteration 5Q: 3 clusters Score -46199.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -46224.914062 Penalty: 1994.761353
	Iteration 6Q: 3 clusters Score -46224.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -46237.628906 Penalty: 1994.761353
	Iteration 7Q: 3 clusters Score -46237.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -46240.074219 Penalty: 1994.761353
	Iteration 8Q: 3 clusters Score -46240.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -46241.250000 Penalty: 1994.761353
	Iteration 9F: 3 clusters Score -46241.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -46269.968750 Penalty: 1994.761353
	Iteration 10Q: 3 clusters Score -46269.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -46269.968750 Penalty: 1994.761353
	Iteration 11F: 3 clusters Score -46269.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Entering Unmasked Estep 
Score: -6167459.500000 Penalty: 1751.027588
	Iteration 0F: 2 clusters Score -6167460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -6135518.500000 Penalty: 3502.055176
	Iteration 0F: 3 clusters Score -6135518 nChanged 22234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -6148019.000000 Penalty: 3502.055176
	Iteration 1F: 3 clusters Score -6148019 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -6148505.000000 Penalty: 3502.055176
	Iteration 2Q: 3 clusters Score -6148505 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -6149205.000000 Penalty: 3502.055176
	Iteration 3Q: 3 clusters Score -6149205 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -6150333.500000 Penalty: 3502.055176
	Iteration 4F: 3 clusters Score -6150334 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -6152115.500000 Penalty: 3502.055176
	Iteration 5F: 3 clusters Score -6152116 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -6154905.000000 Penalty: 3502.055176
	Iteration 6F: 3 clusters Score -6154905 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -6158346.500000 Penalty: 3502.055176
	Iteration 7F: 3 clusters Score -6158346 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -6161486.000000 Penalty: 3502.055176
	Iteration 8F: 3 clusters Score -6161486 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -6163619.500000 Penalty: 3502.055176
	Iteration 9Q: 3 clusters Score -6163620 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -6164782.500000 Penalty: 3502.055176
	Iteration 10Q: 3 clusters Score -6164782 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -6165356.000000 Penalty: 3502.055176
	Iteration 11Q: 3 clusters Score -6165356 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -6165631.000000 Penalty: 3502.055176
	Iteration 12Q: 3 clusters Score -6165631 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -6165771.000000 Penalty: 3502.055176
	Iteration 13Q: 3 clusters Score -6165771 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -6165832.500000 Penalty: 3502.055176
	Iteration 14Q: 3 clusters Score -6165832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -6165869.000000 Penalty: 3502.055176
	Iteration 15Q: 3 clusters Score -6165869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -6165893.500000 Penalty: 3502.055176
	Iteration 16Q: 3 clusters Score -6165894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -6165899.500000 Penalty: 3502.055176
	Iteration 17Q: 3 clusters Score -6165900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -6165903.500000 Penalty: 3502.055176
	Iteration 18Q: 3 clusters Score -6165904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -6165912.500000 Penalty: 3502.055176
	Iteration 19Q: 3 clusters Score -6165912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -6165921.000000 Penalty: 3502.055176
	Iteration 20F: 3 clusters Score -6165921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -6165925.500000 Penalty: 3502.055176
	Iteration 21Q: 3 clusters Score -6165926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -6165936.000000 Penalty: 3502.055176
	Iteration 22Q: 3 clusters Score -6165936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -6165943.000000 Penalty: 3502.055176
	Iteration 23Q: 3 clusters Score -6165943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -6165961.000000 Penalty: 3502.055176
	Iteration 24Q: 3 clusters Score -6165961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -6165971.000000 Penalty: 3502.055176
	Iteration 25Q: 3 clusters Score -6165971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -6165978.000000 Penalty: 3502.055176
	Iteration 26Q: 3 clusters Score -6165978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -6165988.000000 Penalty: 3502.055176
	Iteration 27Q: 3 clusters Score -6165988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -6165991.500000 Penalty: 3502.055176
	Iteration 28Q: 3 clusters Score -6165992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -6165995.500000 Penalty: 3502.055176
	Iteration 29Q: 3 clusters Score -6165996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -6165992.500000 Penalty: 3502.055176
	Iteration 30Q: 3 clusters Score -6165992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -6165994.500000 Penalty: 3502.055176
	Iteration 31Q: 3 clusters Score -6165994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -6165994.500000 Penalty: 3502.055176
	Iteration 32Q: 3 clusters Score -6165994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -6165994.500000 Penalty: 3502.055176
	Iteration 33F: 3 clusters Score -6165994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Entering Unmasked Estep 
Score: -6079079.500000 Penalty: 1751.735962
	Iteration 0F: 2 clusters Score -6079080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -6046649.000000 Penalty: 3503.471924
	Iteration 0F: 3 clusters Score -6046649 nChanged 22559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -6060326.000000 Penalty: 3503.471924
	Iteration 1F: 3 clusters Score -6060326 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -6061764.000000 Penalty: 3503.471924
	Iteration 2F: 3 clusters Score -6061764 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -6063762.500000 Penalty: 3503.471924
	Iteration 3F: 3 clusters Score -6063762 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -6066353.500000 Penalty: 3503.471924
	Iteration 4F: 3 clusters Score -6066354 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -6068895.500000 Penalty: 3503.471924
	Iteration 5F: 3 clusters Score -6068896 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -6071160.500000 Penalty: 3503.471924
	Iteration 6F: 3 clusters Score -6071160 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -6073290.500000 Penalty: 3503.471924
	Iteration 7Q: 3 clusters Score -6073290 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -6075242.500000 Penalty: 3503.471924
	Iteration 8Q: 3 clusters Score -6075242 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -6076375.500000 Penalty: 3503.471924
	Iteration 9Q: 3 clusters Score -6076376 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -6076851.000000 Penalty: 3503.471924
	Iteration 10Q: 3 clusters Score -6076851 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -6077063.000000 Penalty: 3503.471924
	Iteration 11Q: 3 clusters Score -6077063 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -6077215.000000 Penalty: 3503.471924
	Iteration 12Q: 3 clusters Score -6077215 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -6077324.500000 Penalty: 3503.471924
	Iteration 13Q: 3 clusters Score -6077324 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -6077422.500000 Penalty: 3503.471924
	Iteration 14Q: 3 clusters Score -6077422 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -6077486.000000 Penalty: 3503.471924
	Iteration 15Q: 3 clusters Score -6077486 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -6077541.000000 Penalty: 3503.471924
	Iteration 16Q: 3 clusters Score -6077541 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -6077588.000000 Penalty: 3503.471924
	Iteration 17Q: 3 clusters Score -6077588 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -6077621.000000 Penalty: 3503.471924
	Iteration 18Q: 3 clusters Score -6077621 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -6077674.000000 Penalty: 3503.471924
	Iteration 19Q: 3 clusters Score -6077674 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -6077712.000000 Penalty: 3503.471924
	Iteration 20F: 3 clusters Score -6077712 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -6077721.500000 Penalty: 3503.471924
	Iteration 21Q: 3 clusters Score -6077722 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -6077726.500000 Penalty: 3503.471924
	Iteration 22Q: 3 clusters Score -6077726 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -6077727.500000 Penalty: 3503.471924
	Iteration 23Q: 3 clusters Score -6077728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -6077746.500000 Penalty: 3503.471924
	Iteration 24Q: 3 clusters Score -6077746 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -6077770.000000 Penalty: 3503.471924
	Iteration 25Q: 3 clusters Score -6077770 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -6077765.500000 Penalty: 3503.471924
	Iteration 26Q: 3 clusters Score -6077766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -6077774.000000 Penalty: 3503.471924
	Iteration 27Q: 3 clusters Score -6077774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -6077778.000000 Penalty: 3503.471924
	Iteration 28Q: 3 clusters Score -6077778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -6077785.000000 Penalty: 3503.471924
	Iteration 29Q: 3 clusters Score -6077785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -6077790.500000 Penalty: 3503.471924
	Iteration 30Q: 3 clusters Score -6077790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -6077801.000000 Penalty: 3503.471924
	Iteration 31Q: 3 clusters Score -6077801 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -6077804.500000 Penalty: 3503.471924
	Iteration 32Q: 3 clusters Score -6077804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -6077812.500000 Penalty: 3503.471924
	Iteration 33Q: 3 clusters Score -6077812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -6077820.000000 Penalty: 3503.471924
	Iteration 34Q: 3 clusters Score -6077820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -6077821.000000 Penalty: 3503.471924
	Iteration 35Q: 3 clusters Score -6077821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -6077818.000000 Penalty: 3503.471924
	Iteration 36Q: 3 clusters Score -6077818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -6077824.000000 Penalty: 3503.471924
	Iteration 37Q: 3 clusters Score -6077824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -6077822.500000 Penalty: 3503.471924
	Iteration 38Q: 3 clusters Score -6077822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -6077834.500000 Penalty: 3503.471924
	Iteration 39Q: 3 clusters Score -6077834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -6077833.000000 Penalty: 3503.471924
	Iteration 40F: 3 clusters Score -6077833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -6077853.500000 Penalty: 3503.471924
	Iteration 41Q: 3 clusters Score -6077854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -6077857.000000 Penalty: 3503.471924
	Iteration 42Q: 3 clusters Score -6077857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -6077844.500000 Penalty: 3503.471924
	Iteration 43Q: 3 clusters Score -6077844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -6077853.000000 Penalty: 3503.471924
	Iteration 44Q: 3 clusters Score -6077853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -6077862.000000 Penalty: 3503.471924
	Iteration 45Q: 3 clusters Score -6077862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -6077863.500000 Penalty: 3503.471924
	Iteration 46Q: 3 clusters Score -6077864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -6077865.000000 Penalty: 3503.471924
	Iteration 47Q: 3 clusters Score -6077865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -6077871.000000 Penalty: 3503.471924
	Iteration 48Q: 3 clusters Score -6077871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -6077869.000000 Penalty: 3503.471924
	Iteration 49Q: 3 clusters Score -6077869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -6077878.500000 Penalty: 3503.471924
	Iteration 50Q: 3 clusters Score -6077878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -6077886.000000 Penalty: 3503.471924
	Iteration 51Q: 3 clusters Score -6077886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -6077890.500000 Penalty: 3503.471924
	Iteration 52Q: 3 clusters Score -6077890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -6077891.500000 Penalty: 3503.471924
	Iteration 53Q: 3 clusters Score -6077892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -6077898.000000 Penalty: 3503.471924
	Iteration 54Q: 3 clusters Score -6077898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6077895.500000 Penalty: 3503.471924
	Iteration 55Q: 3 clusters Score -6077896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -6077895.500000 Penalty: 3503.471924
	Iteration 56Q: 3 clusters Score -6077896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -6077898.500000 Penalty: 3503.471924
	Iteration 57Q: 3 clusters Score -6077898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -6077894.500000 Penalty: 3503.471924
	Iteration 58Q: 3 clusters Score -6077894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -6077895.500000 Penalty: 3503.471924
	Iteration 59Q: 3 clusters Score -6077896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -6077894.500000 Penalty: 3503.471924
	Iteration 60F: 3 clusters Score -6077894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -6077895.000000 Penalty: 3503.471924
	Iteration 61Q: 3 clusters Score -6077895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -6077891.000000 Penalty: 3503.471924
	Iteration 62Q: 3 clusters Score -6077891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -6077890.000000 Penalty: 3503.471924
	Iteration 63Q: 3 clusters Score -6077890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -6077894.500000 Penalty: 3503.471924
	Iteration 64Q: 3 clusters Score -6077894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -6077891.500000 Penalty: 3503.471924
	Iteration 65Q: 3 clusters Score -6077892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -6077894.500000 Penalty: 3503.471924
	Iteration 66Q: 3 clusters Score -6077894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -6077894.500000 Penalty: 3503.471924
	Iteration 67Q: 3 clusters Score -6077894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -6077892.500000 Penalty: 3503.471924
	Iteration 68Q: 3 clusters Score -6077892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -6077890.000000 Penalty: 3503.471924
	Iteration 69Q: 3 clusters Score -6077890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -6077887.500000 Penalty: 3503.471924
	Iteration 70Q: 3 clusters Score -6077888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -6077886.500000 Penalty: 3503.471924
	Iteration 71Q: 3 clusters Score -6077886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -6077886.500000 Penalty: 3503.471924
	Iteration 72F: 3 clusters Score -6077886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Entering Unmasked Estep 
Score: -704831.750000 Penalty: 1403.587524
	Iteration 0F: 2 clusters Score -704831.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -700408.687500 Penalty: 2807.175049
	Iteration 0F: 3 clusters Score -700408.7 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -701623.937500 Penalty: 2807.175049
	Iteration 1F: 3 clusters Score -701623.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -701835.625000 Penalty: 2807.175049
	Iteration 2F: 3 clusters Score -701835.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -701971.875000 Penalty: 2807.175049
	Iteration 3F: 3 clusters Score -701971.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -702099.875000 Penalty: 2807.175049
	Iteration 4Q: 3 clusters Score -702099.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -702224.625000 Penalty: 2807.175049
	Iteration 5Q: 3 clusters Score -702224.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -702369.312500 Penalty: 2807.175049
	Iteration 6Q: 3 clusters Score -702369.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -702518.187500 Penalty: 2807.175049
	Iteration 7Q: 3 clusters Score -702518.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -702643.812500 Penalty: 2807.175049
	Iteration 8Q: 3 clusters Score -702643.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -702753.187500 Penalty: 2807.175049
	Iteration 9Q: 3 clusters Score -702753.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -702831.875000 Penalty: 2807.175049
	Iteration 10Q: 3 clusters Score -702831.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -702900.000000 Penalty: 2807.175049
	Iteration 11Q: 3 clusters Score -702900 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -702964.812500 Penalty: 2807.175049
	Iteration 12Q: 3 clusters Score -702964.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -703024.562500 Penalty: 2807.175049
	Iteration 13Q: 3 clusters Score -703024.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -703082.812500 Penalty: 2807.175049
	Iteration 14Q: 3 clusters Score -703082.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -703140.250000 Penalty: 2807.175049
	Iteration 15Q: 3 clusters Score -703140.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -703186.000000 Penalty: 2807.175049
	Iteration 16Q: 3 clusters Score -703186 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -703219.375000 Penalty: 2807.175049
	Iteration 17Q: 3 clusters Score -703219.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -703248.625000 Penalty: 2807.175049
	Iteration 18Q: 3 clusters Score -703248.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -703275.625000 Penalty: 2807.175049
	Iteration 19Q: 3 clusters Score -703275.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -703295.625000 Penalty: 2807.175049
	Iteration 20F: 3 clusters Score -703295.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -703310.812500 Penalty: 2807.175049
	Iteration 21Q: 3 clusters Score -703310.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -703321.500000 Penalty: 2807.175049
	Iteration 22Q: 3 clusters Score -703321.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -703333.875000 Penalty: 2807.175049
	Iteration 23Q: 3 clusters Score -703333.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -703341.125000 Penalty: 2807.175049
	Iteration 24Q: 3 clusters Score -703341.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -703350.562500 Penalty: 2807.175049
	Iteration 25Q: 3 clusters Score -703350.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -703356.875000 Penalty: 2807.175049
	Iteration 26Q: 3 clusters Score -703356.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -703362.562500 Penalty: 2807.175049
	Iteration 27Q: 3 clusters Score -703362.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -703366.937500 Penalty: 2807.175049
	Iteration 28Q: 3 clusters Score -703366.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -703373.812500 Penalty: 2807.175049
	Iteration 29Q: 3 clusters Score -703373.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -703382.500000 Penalty: 2807.175049
	Iteration 30Q: 3 clusters Score -703382.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -703389.437500 Penalty: 2807.175049
	Iteration 31Q: 3 clusters Score -703389.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -703394.375000 Penalty: 2807.175049
	Iteration 32Q: 3 clusters Score -703394.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -703402.500000 Penalty: 2807.175049
	Iteration 33Q: 3 clusters Score -703402.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -703408.125000 Penalty: 2807.175049
	Iteration 34Q: 3 clusters Score -703408.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -703417.000000 Penalty: 2807.175049
	Iteration 35Q: 3 clusters Score -703417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -703422.500000 Penalty: 2807.175049
	Iteration 36Q: 3 clusters Score -703422.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -703425.500000 Penalty: 2807.175049
	Iteration 37Q: 3 clusters Score -703425.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -703431.312500 Penalty: 2807.175049
	Iteration 38Q: 3 clusters Score -703431.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -703437.187500 Penalty: 2807.175049
	Iteration 39Q: 3 clusters Score -703437.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -703442.312500 Penalty: 2807.175049
	Iteration 40F: 3 clusters Score -703442.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -703449.062500 Penalty: 2807.175049
	Iteration 41Q: 3 clusters Score -703449.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -703456.875000 Penalty: 2807.175049
	Iteration 42Q: 3 clusters Score -703456.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -703464.437500 Penalty: 2807.175049
	Iteration 43Q: 3 clusters Score -703464.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -703471.500000 Penalty: 2807.175049
	Iteration 44Q: 3 clusters Score -703471.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -703483.000000 Penalty: 2807.175049
	Iteration 45Q: 3 clusters Score -703483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -703490.187500 Penalty: 2807.175049
	Iteration 46Q: 3 clusters Score -703490.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -703502.937500 Penalty: 2807.175049
	Iteration 47Q: 3 clusters Score -703502.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -703511.875000 Penalty: 2807.175049
	Iteration 48Q: 3 clusters Score -703511.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -703521.937500 Penalty: 2807.175049
	Iteration 49Q: 3 clusters Score -703521.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -703535.750000 Penalty: 2807.175049
	Iteration 50Q: 3 clusters Score -703535.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -703549.375000 Penalty: 2807.175049
	Iteration 51Q: 3 clusters Score -703549.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -703567.500000 Penalty: 2807.175049
	Iteration 52Q: 3 clusters Score -703567.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -703586.500000 Penalty: 2807.175049
	Iteration 53Q: 3 clusters Score -703586.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -703602.812500 Penalty: 2807.175049
	Iteration 54Q: 3 clusters Score -703602.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -703619.625000 Penalty: 2807.175049
	Iteration 55Q: 3 clusters Score -703619.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -703633.062500 Penalty: 2807.175049
	Iteration 56Q: 3 clusters Score -703633.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -703647.250000 Penalty: 2807.175049
	Iteration 57Q: 3 clusters Score -703647.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -703662.250000 Penalty: 2807.175049
	Iteration 58Q: 3 clusters Score -703662.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -703677.625000 Penalty: 2807.175049
	Iteration 59Q: 3 clusters Score -703677.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -703690.125000 Penalty: 2807.175049
	Iteration 60F: 3 clusters Score -703690.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -703704.000000 Penalty: 2807.175049
	Iteration 61Q: 3 clusters Score -703704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -703716.875000 Penalty: 2807.175049
	Iteration 62Q: 3 clusters Score -703716.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -703727.687500 Penalty: 2807.175049
	Iteration 63Q: 3 clusters Score -703727.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -703737.312500 Penalty: 2807.175049
	Iteration 64Q: 3 clusters Score -703737.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -703749.562500 Penalty: 2807.175049
	Iteration 65Q: 3 clusters Score -703749.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -703758.750000 Penalty: 2807.175049
	Iteration 66Q: 3 clusters Score -703758.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -703763.500000 Penalty: 2807.175049
	Iteration 67Q: 3 clusters Score -703763.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -703768.125000 Penalty: 2807.175049
	Iteration 68Q: 3 clusters Score -703768.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -703768.437500 Penalty: 2807.175049
	Iteration 69Q: 3 clusters Score -703768.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -703773.062500 Penalty: 2807.175049
	Iteration 70Q: 3 clusters Score -703773.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -703775.062500 Penalty: 2807.175049
	Iteration 71Q: 3 clusters Score -703775.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -703777.750000 Penalty: 2807.175049
	Iteration 72Q: 3 clusters Score -703777.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -703779.375000 Penalty: 2807.175049
	Iteration 73Q: 3 clusters Score -703779.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -703781.875000 Penalty: 2807.175049
	Iteration 74Q: 3 clusters Score -703781.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -703786.750000 Penalty: 2807.175049
	Iteration 75Q: 3 clusters Score -703786.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -703790.375000 Penalty: 2807.175049
	Iteration 76Q: 3 clusters Score -703790.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -703792.750000 Penalty: 2807.175049
	Iteration 77Q: 3 clusters Score -703792.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -703797.437500 Penalty: 2807.175049
	Iteration 78Q: 3 clusters Score -703797.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -703801.312500 Penalty: 2807.175049
	Iteration 79Q: 3 clusters Score -703801.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -703803.187500 Penalty: 2807.175049
	Iteration 80F: 3 clusters Score -703803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -703803.250000 Penalty: 2807.175049
	Iteration 81Q: 3 clusters Score -703803.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -703803.250000 Penalty: 2807.175049
	Iteration 82F: 3 clusters Score -703803.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -18422.726562 Penalty: 853.494446
	Iteration 0F: 2 clusters Score -18422.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17891.005859 Penalty: 1706.988892
	Iteration 0F: 3 clusters Score -17891.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17956.814453 Penalty: 1706.988892
	Iteration 1F: 3 clusters Score -17956.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17983.748047 Penalty: 1706.988892
	Iteration 2Q: 3 clusters Score -17983.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17999.056641 Penalty: 1706.988892
	Iteration 3Q: 3 clusters Score -17999.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18005.203125 Penalty: 1706.988892
	Iteration 4Q: 3 clusters Score -18005.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18007.878906 Penalty: 1706.988892
	Iteration 5Q: 3 clusters Score -18007.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18008.667969 Penalty: 1706.988892
	Iteration 6Q: 3 clusters Score -18008.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18008.667969 Penalty: 1706.988892
	Iteration 7F: 3 clusters Score -18008.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Entering Unmasked Estep 
Score: -692780.062500 Penalty: 1398.613281
	Iteration 0F: 2 clusters Score -692780.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -688531.312500 Penalty: 2797.226562
	Iteration 0F: 3 clusters Score -688531.3 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -689741.062500 Penalty: 2797.226562
	Iteration 1F: 3 clusters Score -689741.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -690058.750000 Penalty: 2797.226562
	Iteration 2F: 3 clusters Score -690058.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -690366.250000 Penalty: 2797.226562
	Iteration 3F: 3 clusters Score -690366.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -690609.000000 Penalty: 2797.226562
	Iteration 4F: 3 clusters Score -690609 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -690838.562500 Penalty: 2797.226562
	Iteration 5F: 3 clusters Score -690838.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -691056.687500 Penalty: 2797.226562
	Iteration 6F: 3 clusters Score -691056.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -691225.812500 Penalty: 2797.226562
	Iteration 7Q: 3 clusters Score -691225.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -691368.312500 Penalty: 2797.226562
	Iteration 8Q: 3 clusters Score -691368.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -691455.125000 Penalty: 2797.226562
	Iteration 9Q: 3 clusters Score -691455.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -691519.187500 Penalty: 2797.226562
	Iteration 10Q: 3 clusters Score -691519.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -691575.312500 Penalty: 2797.226562
	Iteration 11Q: 3 clusters Score -691575.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -691620.000000 Penalty: 2797.226562
	Iteration 12Q: 3 clusters Score -691620 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -691666.500000 Penalty: 2797.226562
	Iteration 13Q: 3 clusters Score -691666.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -691697.125000 Penalty: 2797.226562
	Iteration 14Q: 3 clusters Score -691697.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -691724.437500 Penalty: 2797.226562
	Iteration 15Q: 3 clusters Score -691724.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -691756.000000 Penalty: 2797.226562
	Iteration 16Q: 3 clusters Score -691756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -691784.625000 Penalty: 2797.226562
	Iteration 17Q: 3 clusters Score -691784.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -691814.375000 Penalty: 2797.226562
	Iteration 18Q: 3 clusters Score -691814.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -691843.375000 Penalty: 2797.226562
	Iteration 19Q: 3 clusters Score -691843.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -691869.375000 Penalty: 2797.226562
	Iteration 20F: 3 clusters Score -691869.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -691907.125000 Penalty: 2797.226562
	Iteration 21Q: 3 clusters Score -691907.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -691942.500000 Penalty: 2797.226562
	Iteration 22Q: 3 clusters Score -691942.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -691979.687500 Penalty: 2797.226562
	Iteration 23Q: 3 clusters Score -691979.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -692014.375000 Penalty: 2797.226562
	Iteration 24Q: 3 clusters Score -692014.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -692046.562500 Penalty: 2797.226562
	Iteration 25Q: 3 clusters Score -692046.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -692076.500000 Penalty: 2797.226562
	Iteration 26Q: 3 clusters Score -692076.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -692102.187500 Penalty: 2797.226562
	Iteration 27Q: 3 clusters Score -692102.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -692122.937500 Penalty: 2797.226562
	Iteration 28Q: 3 clusters Score -692122.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -692131.062500 Penalty: 2797.226562
	Iteration 29Q: 3 clusters Score -692131.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -692141.750000 Penalty: 2797.226562
	Iteration 30Q: 3 clusters Score -692141.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -692148.750000 Penalty: 2797.226562
	Iteration 31Q: 3 clusters Score -692148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -692150.687500 Penalty: 2797.226562
	Iteration 32Q: 3 clusters Score -692150.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -692152.625000 Penalty: 2797.226562
	Iteration 33Q: 3 clusters Score -692152.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -692154.125000 Penalty: 2797.226562
	Iteration 34Q: 3 clusters Score -692154.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -692154.437500 Penalty: 2797.226562
	Iteration 35Q: 3 clusters Score -692154.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -692154.437500 Penalty: 2797.226562
	Iteration 36F: 3 clusters Score -692154.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Entering Unmasked Estep 
Score: -2167304.250000 Penalty: 1583.546509
	Iteration 0F: 2 clusters Score -2167304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2155639.500000 Penalty: 3167.093018
	Iteration 0F: 3 clusters Score -2155640 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2159595.500000 Penalty: 3167.093018
	Iteration 1F: 3 clusters Score -2159596 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2159885.750000 Penalty: 3167.093018
	Iteration 2Q: 3 clusters Score -2159886 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2160131.500000 Penalty: 3167.093018
	Iteration 3Q: 3 clusters Score -2160132 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2160361.500000 Penalty: 3167.093018
	Iteration 4Q: 3 clusters Score -2160362 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2160585.750000 Penalty: 3167.093018
	Iteration 5Q: 3 clusters Score -2160586 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2160866.750000 Penalty: 3167.093018
	Iteration 6Q: 3 clusters Score -2160867 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2161218.500000 Penalty: 3167.093018
	Iteration 7Q: 3 clusters Score -2161218 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2161693.000000 Penalty: 3167.093018
	Iteration 8Q: 3 clusters Score -2161693 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2162273.000000 Penalty: 3167.093018
	Iteration 9F: 3 clusters Score -2162273 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2162993.250000 Penalty: 3167.093018
	Iteration 10F: 3 clusters Score -2162993 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2163695.500000 Penalty: 3167.093018
	Iteration 11F: 3 clusters Score -2163696 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2164262.000000 Penalty: 3167.093018
	Iteration 12Q: 3 clusters Score -2164262 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2164741.250000 Penalty: 3167.093018
	Iteration 13Q: 3 clusters Score -2164741 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2165058.750000 Penalty: 3167.093018
	Iteration 14Q: 3 clusters Score -2165059 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2165295.750000 Penalty: 3167.093018
	Iteration 15Q: 3 clusters Score -2165296 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2165441.000000 Penalty: 3167.093018
	Iteration 16Q: 3 clusters Score -2165441 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2165538.750000 Penalty: 3167.093018
	Iteration 17Q: 3 clusters Score -2165539 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2165615.000000 Penalty: 3167.093018
	Iteration 18Q: 3 clusters Score -2165615 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2165678.750000 Penalty: 3167.093018
	Iteration 19Q: 3 clusters Score -2165679 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2165734.500000 Penalty: 3167.093018
	Iteration 20F: 3 clusters Score -2165734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2165774.750000 Penalty: 3167.093018
	Iteration 21Q: 3 clusters Score -2165775 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2165799.000000 Penalty: 3167.093018
	Iteration 22Q: 3 clusters Score -2165799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2165822.000000 Penalty: 3167.093018
	Iteration 23Q: 3 clusters Score -2165822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2165843.000000 Penalty: 3167.093018
	Iteration 24Q: 3 clusters Score -2165843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2165873.000000 Penalty: 3167.093018
	Iteration 25Q: 3 clusters Score -2165873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2165886.250000 Penalty: 3167.093018
	Iteration 26Q: 3 clusters Score -2165886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2165901.500000 Penalty: 3167.093018
	Iteration 27Q: 3 clusters Score -2165902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2165912.750000 Penalty: 3167.093018
	Iteration 28Q: 3 clusters Score -2165913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2165927.500000 Penalty: 3167.093018
	Iteration 29Q: 3 clusters Score -2165928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2165946.500000 Penalty: 3167.093018
	Iteration 30Q: 3 clusters Score -2165946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2165955.750000 Penalty: 3167.093018
	Iteration 31Q: 3 clusters Score -2165956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2165961.000000 Penalty: 3167.093018
	Iteration 32Q: 3 clusters Score -2165961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2165961.000000 Penalty: 3167.093018
	Iteration 33Q: 3 clusters Score -2165961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2165961.250000 Penalty: 3167.093018
	Iteration 34Q: 3 clusters Score -2165961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2165963.000000 Penalty: 3167.093018
	Iteration 35Q: 3 clusters Score -2165963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2165963.000000 Penalty: 3167.093018
	Iteration 36F: 3 clusters Score -2165963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -300016.906250 Penalty: 1271.147339
	Iteration 0F: 2 clusters Score -300016.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -297614.500000 Penalty: 2542.294678
	Iteration 0F: 3 clusters Score -297614.5 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -298167.437500 Penalty: 2542.294678
	Iteration 1F: 3 clusters Score -298167.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -298336.000000 Penalty: 2542.294678
	Iteration 2F: 3 clusters Score -298336 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -298470.531250 Penalty: 2542.294678
	Iteration 3F: 3 clusters Score -298470.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -298585.687500 Penalty: 2542.294678
	Iteration 4F: 3 clusters Score -298585.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -298703.031250 Penalty: 2542.294678
	Iteration 5Q: 3 clusters Score -298703 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -298846.500000 Penalty: 2542.294678
	Iteration 6F: 3 clusters Score -298846.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -298990.968750 Penalty: 2542.294678
	Iteration 7F: 3 clusters Score -298991 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -299109.718750 Penalty: 2542.294678
	Iteration 8Q: 3 clusters Score -299109.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -299177.843750 Penalty: 2542.294678
	Iteration 9Q: 3 clusters Score -299177.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -299227.437500 Penalty: 2542.294678
	Iteration 10Q: 3 clusters Score -299227.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -299260.531250 Penalty: 2542.294678
	Iteration 11Q: 3 clusters Score -299260.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -299283.406250 Penalty: 2542.294678
	Iteration 12Q: 3 clusters Score -299283.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -299296.687500 Penalty: 2542.294678
	Iteration 13Q: 3 clusters Score -299296.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -299303.281250 Penalty: 2542.294678
	Iteration 14Q: 3 clusters Score -299303.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -299309.437500 Penalty: 2542.294678
	Iteration 15Q: 3 clusters Score -299309.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -299312.406250 Penalty: 2542.294678
	Iteration 16Q: 3 clusters Score -299312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -299312.937500 Penalty: 2542.294678
	Iteration 17Q: 3 clusters Score -299312.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -299314.031250 Penalty: 2542.294678
	Iteration 18Q: 3 clusters Score -299314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -299314.031250 Penalty: 2542.294678
	Iteration 19F: 3 clusters Score -299314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39875.734375 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -39875.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39011.246094 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -39011.25 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39173.500000 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -39173.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39231.289062 Penalty: 1913.885254
	Iteration 2F: 3 clusters Score -39231.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39240.226562 Penalty: 1913.885254
	Iteration 3Q: 3 clusters Score -39240.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39243.917969 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -39243.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39251.171875 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -39251.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39263.480469 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -39263.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39266.101562 Penalty: 1913.885254
	Iteration 7Q: 3 clusters Score -39266.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39269.621094 Penalty: 1913.885254
	Iteration 8Q: 3 clusters Score -39269.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39278.621094 Penalty: 1913.885254
	Iteration 9Q: 3 clusters Score -39278.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39281.992188 Penalty: 1913.885254
	Iteration 10Q: 3 clusters Score -39281.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39281.992188 Penalty: 1913.885254
	Iteration 11F: 3 clusters Score -39281.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Entering Unmasked Estep 
Score: -375011.218750 Penalty: 1321.993896
	Iteration 0F: 2 clusters Score -375011.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -372056.343750 Penalty: 2643.987793
	Iteration 0F: 3 clusters Score -372056.3 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -373083.218750 Penalty: 2643.987793
	Iteration 1F: 3 clusters Score -373083.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -373358.718750 Penalty: 2643.987793
	Iteration 2F: 3 clusters Score -373358.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -373557.281250 Penalty: 2643.987793
	Iteration 3F: 3 clusters Score -373557.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -373679.968750 Penalty: 2643.987793
	Iteration 4Q: 3 clusters Score -373680 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -373779.500000 Penalty: 2643.987793
	Iteration 5Q: 3 clusters Score -373779.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -373870.468750 Penalty: 2643.987793
	Iteration 6Q: 3 clusters Score -373870.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -373943.156250 Penalty: 2643.987793
	Iteration 7Q: 3 clusters Score -373943.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -374000.906250 Penalty: 2643.987793
	Iteration 8Q: 3 clusters Score -374000.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -374073.093750 Penalty: 2643.987793
	Iteration 9Q: 3 clusters Score -374073.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -374159.843750 Penalty: 2643.987793
	Iteration 10Q: 3 clusters Score -374159.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -374255.750000 Penalty: 2643.987793
	Iteration 11Q: 3 clusters Score -374255.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -374350.750000 Penalty: 2643.987793
	Iteration 12Q: 3 clusters Score -374350.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -374429.125000 Penalty: 2643.987793
	Iteration 13Q: 3 clusters Score -374429.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -374514.875000 Penalty: 2643.987793
	Iteration 14Q: 3 clusters Score -374514.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -374570.781250 Penalty: 2643.987793
	Iteration 15Q: 3 clusters Score -374570.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -374606.375000 Penalty: 2643.987793
	Iteration 16Q: 3 clusters Score -374606.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -374632.000000 Penalty: 2643.987793
	Iteration 17Q: 3 clusters Score -374632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -374649.500000 Penalty: 2643.987793
	Iteration 18Q: 3 clusters Score -374649.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -374668.187500 Penalty: 2643.987793
	Iteration 19Q: 3 clusters Score -374668.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -374675.968750 Penalty: 2643.987793
	Iteration 20F: 3 clusters Score -374676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -374685.281250 Penalty: 2643.987793
	Iteration 21Q: 3 clusters Score -374685.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -374694.218750 Penalty: 2643.987793
	Iteration 22Q: 3 clusters Score -374694.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -374697.968750 Penalty: 2643.987793
	Iteration 23Q: 3 clusters Score -374698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -374700.718750 Penalty: 2643.987793
	Iteration 24Q: 3 clusters Score -374700.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -374703.593750 Penalty: 2643.987793
	Iteration 25Q: 3 clusters Score -374703.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -374706.125000 Penalty: 2643.987793
	Iteration 26Q: 3 clusters Score -374706.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -374707.687500 Penalty: 2643.987793
	Iteration 27Q: 3 clusters Score -374707.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -374707.593750 Penalty: 2643.987793
	Iteration 28Q: 3 clusters Score -374707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -374707.687500 Penalty: 2643.987793
	Iteration 29Q: 3 clusters Score -374707.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -374707.687500 Penalty: 2643.987793
	Iteration 30F: 3 clusters Score -374707.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Entering Unmasked Estep 
Score: -547259.312500 Penalty: 1355.634033
	Iteration 0F: 2 clusters Score -547259.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -543814.750000 Penalty: 2711.268066
	Iteration 0F: 3 clusters Score -543814.8 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -544751.625000 Penalty: 2711.268066
	Iteration 1F: 3 clusters Score -544751.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -544919.437500 Penalty: 2711.268066
	Iteration 2F: 3 clusters Score -544919.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -545035.562500 Penalty: 2711.268066
	Iteration 3F: 3 clusters Score -545035.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -545152.562500 Penalty: 2711.268066
	Iteration 4Q: 3 clusters Score -545152.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -545255.812500 Penalty: 2711.268066
	Iteration 5Q: 3 clusters Score -545255.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -545349.187500 Penalty: 2711.268066
	Iteration 6Q: 3 clusters Score -545349.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -545442.187500 Penalty: 2711.268066
	Iteration 7Q: 3 clusters Score -545442.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -545512.437500 Penalty: 2711.268066
	Iteration 8Q: 3 clusters Score -545512.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -545593.000000 Penalty: 2711.268066
	Iteration 9Q: 3 clusters Score -545593 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -545668.375000 Penalty: 2711.268066
	Iteration 10Q: 3 clusters Score -545668.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -545727.062500 Penalty: 2711.268066
	Iteration 11Q: 3 clusters Score -545727.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -545772.000000 Penalty: 2711.268066
	Iteration 12Q: 3 clusters Score -545772 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -545812.187500 Penalty: 2711.268066
	Iteration 13Q: 3 clusters Score -545812.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -545853.187500 Penalty: 2711.268066
	Iteration 14Q: 3 clusters Score -545853.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -545884.875000 Penalty: 2711.268066
	Iteration 15Q: 3 clusters Score -545884.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -545910.750000 Penalty: 2711.268066
	Iteration 16Q: 3 clusters Score -545910.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -545935.875000 Penalty: 2711.268066
	Iteration 17Q: 3 clusters Score -545935.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -545950.687500 Penalty: 2711.268066
	Iteration 18Q: 3 clusters Score -545950.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -545965.000000 Penalty: 2711.268066
	Iteration 19Q: 3 clusters Score -545965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -545975.875000 Penalty: 2711.268066
	Iteration 20F: 3 clusters Score -545975.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -545988.875000 Penalty: 2711.268066
	Iteration 21Q: 3 clusters Score -545988.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -546000.875000 Penalty: 2711.268066
	Iteration 22Q: 3 clusters Score -546000.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -546012.375000 Penalty: 2711.268066
	Iteration 23Q: 3 clusters Score -546012.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -546029.437500 Penalty: 2711.268066
	Iteration 24Q: 3 clusters Score -546029.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -546041.812500 Penalty: 2711.268066
	Iteration 25Q: 3 clusters Score -546041.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -546049.437500 Penalty: 2711.268066
	Iteration 26Q: 3 clusters Score -546049.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -546055.562500 Penalty: 2711.268066
	Iteration 27Q: 3 clusters Score -546055.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -546058.687500 Penalty: 2711.268066
	Iteration 28Q: 3 clusters Score -546058.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -546062.750000 Penalty: 2711.268066
	Iteration 29Q: 3 clusters Score -546062.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -546067.125000 Penalty: 2711.268066
	Iteration 30Q: 3 clusters Score -546067.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -546069.375000 Penalty: 2711.268066
	Iteration 31Q: 3 clusters Score -546069.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -546071.625000 Penalty: 2711.268066
	Iteration 32Q: 3 clusters Score -546071.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -546075.250000 Penalty: 2711.268066
	Iteration 33Q: 3 clusters Score -546075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -546077.875000 Penalty: 2711.268066
	Iteration 34Q: 3 clusters Score -546077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -546080.437500 Penalty: 2711.268066
	Iteration 35Q: 3 clusters Score -546080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -546083.437500 Penalty: 2711.268066
	Iteration 36Q: 3 clusters Score -546083.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -546085.250000 Penalty: 2711.268066
	Iteration 37Q: 3 clusters Score -546085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -546085.312500 Penalty: 2711.268066
	Iteration 38Q: 3 clusters Score -546085.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -546085.312500 Penalty: 2711.268066
	Iteration 39F: 3 clusters Score -546085.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Entering Unmasked Estep 
Score: -419989.937500 Penalty: 1330.526611
	Iteration 0F: 2 clusters Score -419989.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -416876.031250 Penalty: 2661.053223
	Iteration 0F: 3 clusters Score -416876 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -417691.093750 Penalty: 2661.053223
	Iteration 1F: 3 clusters Score -417691.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -417888.250000 Penalty: 2661.053223
	Iteration 2F: 3 clusters Score -417888.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -418047.250000 Penalty: 2661.053223
	Iteration 3F: 3 clusters Score -418047.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -418173.093750 Penalty: 2661.053223
	Iteration 4F: 3 clusters Score -418173.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -418265.406250 Penalty: 2661.053223
	Iteration 5Q: 3 clusters Score -418265.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -418338.906250 Penalty: 2661.053223
	Iteration 6Q: 3 clusters Score -418338.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -418400.468750 Penalty: 2661.053223
	Iteration 7Q: 3 clusters Score -418400.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -418450.625000 Penalty: 2661.053223
	Iteration 8Q: 3 clusters Score -418450.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -418500.156250 Penalty: 2661.053223
	Iteration 9Q: 3 clusters Score -418500.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -418552.062500 Penalty: 2661.053223
	Iteration 10Q: 3 clusters Score -418552.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -418599.250000 Penalty: 2661.053223
	Iteration 11Q: 3 clusters Score -418599.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -418643.562500 Penalty: 2661.053223
	Iteration 12Q: 3 clusters Score -418643.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -418676.625000 Penalty: 2661.053223
	Iteration 13Q: 3 clusters Score -418676.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -418710.125000 Penalty: 2661.053223
	Iteration 14Q: 3 clusters Score -418710.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -418734.562500 Penalty: 2661.053223
	Iteration 15Q: 3 clusters Score -418734.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -418757.968750 Penalty: 2661.053223
	Iteration 16Q: 3 clusters Score -418758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -418772.843750 Penalty: 2661.053223
	Iteration 17Q: 3 clusters Score -418772.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -418789.656250 Penalty: 2661.053223
	Iteration 18Q: 3 clusters Score -418789.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -418806.625000 Penalty: 2661.053223
	Iteration 19Q: 3 clusters Score -418806.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -418822.093750 Penalty: 2661.053223
	Iteration 20F: 3 clusters Score -418822.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -418838.843750 Penalty: 2661.053223
	Iteration 21Q: 3 clusters Score -418838.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -418853.312500 Penalty: 2661.053223
	Iteration 22Q: 3 clusters Score -418853.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -418867.468750 Penalty: 2661.053223
	Iteration 23Q: 3 clusters Score -418867.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -418876.625000 Penalty: 2661.053223
	Iteration 24Q: 3 clusters Score -418876.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -418891.031250 Penalty: 2661.053223
	Iteration 25Q: 3 clusters Score -418891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -418905.375000 Penalty: 2661.053223
	Iteration 26Q: 3 clusters Score -418905.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -418919.218750 Penalty: 2661.053223
	Iteration 27Q: 3 clusters Score -418919.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -418934.531250 Penalty: 2661.053223
	Iteration 28Q: 3 clusters Score -418934.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -418942.062500 Penalty: 2661.053223
	Iteration 29Q: 3 clusters Score -418942.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -418951.656250 Penalty: 2661.053223
	Iteration 30Q: 3 clusters Score -418951.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -418960.812500 Penalty: 2661.053223
	Iteration 31Q: 3 clusters Score -418960.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -418965.125000 Penalty: 2661.053223
	Iteration 32Q: 3 clusters Score -418965.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -418968.156250 Penalty: 2661.053223
	Iteration 33Q: 3 clusters Score -418968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -418969.187500 Penalty: 2661.053223
	Iteration 34Q: 3 clusters Score -418969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -418971.156250 Penalty: 2661.053223
	Iteration 35Q: 3 clusters Score -418971.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -418970.781250 Penalty: 2661.053223
	Iteration 36Q: 3 clusters Score -418970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -418972.218750 Penalty: 2661.053223
	Iteration 37Q: 3 clusters Score -418972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -418972.250000 Penalty: 2661.053223
	Iteration 38Q: 3 clusters Score -418972.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -418972.250000 Penalty: 2661.053223
	Iteration 39F: 3 clusters Score -418972.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -7429.702637 Penalty: 781.979980
	Iteration 0F: 2 clusters Score -7429.703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7039.720215 Penalty: 1563.959961
	Iteration 0F: 3 clusters Score -7039.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7189.567383 Penalty: 1563.959961
	Iteration 1F: 3 clusters Score -7189.567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7247.744141 Penalty: 1563.959961
	Iteration 2Q: 3 clusters Score -7247.744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7299.910645 Penalty: 1563.959961
	Iteration 3Q: 3 clusters Score -7299.911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7299.910645 Penalty: 1563.959961
	Iteration 4F: 3 clusters Score -7299.911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Entering Unmasked Estep 
Score: -1865249.250000 Penalty: 1556.160278
	Iteration 0F: 2 clusters Score -1865249 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 7183 members 
Entering Unmasked Estep 
Score: -1855278.000000 Penalty: 3112.320557
	Iteration 0F: 3 clusters Score -1855278 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1858616.750000 Penalty: 3112.320557
	Iteration 1F: 3 clusters Score -1858617 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1858865.125000 Penalty: 3112.320557
	Iteration 2Q: 3 clusters Score -1858865 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1859055.625000 Penalty: 3112.320557
	Iteration 3Q: 3 clusters Score -1859056 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1859201.500000 Penalty: 3112.320557
	Iteration 4Q: 3 clusters Score -1859202 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1859321.750000 Penalty: 3112.320557
	Iteration 5Q: 3 clusters Score -1859322 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1859429.125000 Penalty: 3112.320557
	Iteration 6Q: 3 clusters Score -1859429 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1859544.000000 Penalty: 3112.320557
	Iteration 7Q: 3 clusters Score -1859544 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1859691.000000 Penalty: 3112.320557
	Iteration 8Q: 3 clusters Score -1859691 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1859877.625000 Penalty: 3112.320557
	Iteration 9Q: 3 clusters Score -1859878 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1860119.375000 Penalty: 3112.320557
	Iteration 10Q: 3 clusters Score -1860119 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1860443.500000 Penalty: 3112.320557
	Iteration 11Q: 3 clusters Score -1860444 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1860895.625000 Penalty: 3112.320557
	Iteration 12Q: 3 clusters Score -1860896 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1861458.875000 Penalty: 3112.320557
	Iteration 13Q: 3 clusters Score -1861459 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1862027.750000 Penalty: 3112.320557
	Iteration 14Q: 3 clusters Score -1862028 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1862497.875000 Penalty: 3112.320557
	Iteration 15Q: 3 clusters Score -1862498 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1862880.875000 Penalty: 3112.320557
	Iteration 16Q: 3 clusters Score -1862881 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1863173.750000 Penalty: 3112.320557
	Iteration 17Q: 3 clusters Score -1863174 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1863381.500000 Penalty: 3112.320557
	Iteration 18Q: 3 clusters Score -1863382 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1863528.375000 Penalty: 3112.320557
	Iteration 19Q: 3 clusters Score -1863528 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1863627.875000 Penalty: 3112.320557
	Iteration 20F: 3 clusters Score -1863628 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1863697.500000 Penalty: 3112.320557
	Iteration 21Q: 3 clusters Score -1863698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1863753.250000 Penalty: 3112.320557
	Iteration 22Q: 3 clusters Score -1863753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1863787.750000 Penalty: 3112.320557
	Iteration 23Q: 3 clusters Score -1863788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1863813.500000 Penalty: 3112.320557
	Iteration 24Q: 3 clusters Score -1863814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1863836.750000 Penalty: 3112.320557
	Iteration 25Q: 3 clusters Score -1863837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1863849.500000 Penalty: 3112.320557
	Iteration 26Q: 3 clusters Score -1863850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1863858.750000 Penalty: 3112.320557
	Iteration 27Q: 3 clusters Score -1863859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1863869.500000 Penalty: 3112.320557
	Iteration 28Q: 3 clusters Score -1863870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1863879.500000 Penalty: 3112.320557
	Iteration 29Q: 3 clusters Score -1863880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1863882.000000 Penalty: 3112.320557
	Iteration 30Q: 3 clusters Score -1863882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1863884.750000 Penalty: 3112.320557
	Iteration 31Q: 3 clusters Score -1863885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1863889.500000 Penalty: 3112.320557
	Iteration 32Q: 3 clusters Score -1863890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1863894.500000 Penalty: 3112.320557
	Iteration 33Q: 3 clusters Score -1863894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1863895.000000 Penalty: 3112.320557
	Iteration 34Q: 3 clusters Score -1863895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1863898.250000 Penalty: 3112.320557
	Iteration 35Q: 3 clusters Score -1863898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1863898.250000 Penalty: 3112.320557
	Iteration 36F: 3 clusters Score -1863898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -14732.455078 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -14732.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14112.291992 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -14112.29 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14322.140625 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -14322.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14467.567383 Penalty: 1739.353882
	Iteration 2F: 3 clusters Score -14467.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14548.022461 Penalty: 1739.353882
	Iteration 3F: 3 clusters Score -14548.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14601.835938 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -14601.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14620.568359 Penalty: 1739.353882
	Iteration 5Q: 3 clusters Score -14620.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14620.568359 Penalty: 1739.353882
	Iteration 6F: 3 clusters Score -14620.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (123512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123512 members 
Entering Unmasked Estep 
Score: -15693853.000000 Penalty: 1905.165161
	Iteration 0F: 2 clusters Score -1.569385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
Score: -15614293.000000 Penalty: 3810.330322
	Iteration 0F: 3 clusters Score -1.561429e+07 nChanged 58960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -15648902.000000 Penalty: 3810.330322
	Iteration 1F: 3 clusters Score -1.56489e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -15649815.000000 Penalty: 3810.330322
	Iteration 2Q: 3 clusters Score -1.564982e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -15650751.000000 Penalty: 3810.330322
	Iteration 3Q: 3 clusters Score -1.565075e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -15651910.000000 Penalty: 3810.330322
	Iteration 4Q: 3 clusters Score -1.565191e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -15653759.000000 Penalty: 3810.330322
	Iteration 5Q: 3 clusters Score -1.565376e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -15656216.000000 Penalty: 3810.330322
	Iteration 6Q: 3 clusters Score -1.565622e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -15659889.000000 Penalty: 3810.330322
	Iteration 7F: 3 clusters Score -1.565989e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67818 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -15664745.000000 Penalty: 3810.330322
	Iteration 8F: 3 clusters Score -1.566474e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -15670305.000000 Penalty: 3810.330322
	Iteration 9F: 3 clusters Score -1.56703e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69637 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -15674052.000000 Penalty: 3810.330322
	Iteration 10F: 3 clusters Score -1.567405e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -15675744.000000 Penalty: 3810.330322
	Iteration 11Q: 3 clusters Score -1.567574e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70429 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -15676422.000000 Penalty: 3810.330322
	Iteration 12Q: 3 clusters Score -1.567642e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70806 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -15676677.000000 Penalty: 3810.330322
	Iteration 13Q: 3 clusters Score -1.567668e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71125 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -15676889.000000 Penalty: 3810.330322
	Iteration 14Q: 3 clusters Score -1.567689e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Mstep: Class 2 contains 52115 members 
Entering Unmasked Estep 
Score: -15677161.000000 Penalty: 3810.330322
	Iteration 15Q: 3 clusters Score -1.567716e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -15677333.000000 Penalty: 3810.330322
	Iteration 16Q: 3 clusters Score -1.567733e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71825 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -15677509.000000 Penalty: 3810.330322
	Iteration 17Q: 3 clusters Score -1.567751e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -15677657.000000 Penalty: 3810.330322
	Iteration 18Q: 3 clusters Score -1.567766e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72249 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -15677746.000000 Penalty: 3810.330322
	Iteration 19Q: 3 clusters Score -1.567775e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -15677882.000000 Penalty: 3810.330322
	Iteration 20F: 3 clusters Score -1.567788e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -15677935.000000 Penalty: 3810.330322
	Iteration 21Q: 3 clusters Score -1.567794e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -15678020.000000 Penalty: 3810.330322
	Iteration 22Q: 3 clusters Score -1.567802e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -15678070.000000 Penalty: 3810.330322
	Iteration 23Q: 3 clusters Score -1.567807e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72838 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -15678158.000000 Penalty: 3810.330322
	Iteration 24Q: 3 clusters Score -1.567816e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72893 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -15678237.000000 Penalty: 3810.330322
	Iteration 25Q: 3 clusters Score -1.567824e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72927 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -15678339.000000 Penalty: 3810.330322
	Iteration 26Q: 3 clusters Score -1.567834e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72959 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -15678430.000000 Penalty: 3810.330322
	Iteration 27Q: 3 clusters Score -1.567843e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72969 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -15678498.000000 Penalty: 3810.330322
	Iteration 28Q: 3 clusters Score -1.56785e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72969 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -15678492.000000 Penalty: 3810.330322
	Iteration 29Q: 3 clusters Score -1.567849e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -15678561.000000 Penalty: 3810.330322
	Iteration 30Q: 3 clusters Score -1.567856e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -15678573.000000 Penalty: 3810.330322
	Iteration 31Q: 3 clusters Score -1.567857e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -15678585.000000 Penalty: 3810.330322
	Iteration 32Q: 3 clusters Score -1.567858e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -15678662.000000 Penalty: 3810.330322
	Iteration 33Q: 3 clusters Score -1.567866e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -15678699.000000 Penalty: 3810.330322
	Iteration 34Q: 3 clusters Score -1.56787e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -15678706.000000 Penalty: 3810.330322
	Iteration 35Q: 3 clusters Score -1.567871e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72742 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -15678775.000000 Penalty: 3810.330322
	Iteration 36Q: 3 clusters Score -1.567878e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -15678807.000000 Penalty: 3810.330322
	Iteration 37Q: 3 clusters Score -1.567881e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -15678809.000000 Penalty: 3810.330322
	Iteration 38Q: 3 clusters Score -1.567881e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72472 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -15678817.000000 Penalty: 3810.330322
	Iteration 39Q: 3 clusters Score -1.567882e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72368 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -15678943.000000 Penalty: 3810.330322
	Iteration 40F: 3 clusters Score -1.567894e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72296 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -15679018.000000 Penalty: 3810.330322
	Iteration 41Q: 3 clusters Score -1.567902e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72249 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -15679106.000000 Penalty: 3810.330322
	Iteration 42Q: 3 clusters Score -1.567911e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -15679205.000000 Penalty: 3810.330322
	Iteration 43Q: 3 clusters Score -1.56792e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72143 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -15679248.000000 Penalty: 3810.330322
	Iteration 44Q: 3 clusters Score -1.567925e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72047 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -15679310.000000 Penalty: 3810.330322
	Iteration 45Q: 3 clusters Score -1.567931e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71975 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -15679356.000000 Penalty: 3810.330322
	Iteration 46Q: 3 clusters Score -1.567936e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71895 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -15679518.000000 Penalty: 3810.330322
	Iteration 47Q: 3 clusters Score -1.567952e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71824 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -15679553.000000 Penalty: 3810.330322
	Iteration 48Q: 3 clusters Score -1.567955e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -15679635.000000 Penalty: 3810.330322
	Iteration 49Q: 3 clusters Score -1.567964e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -15679785.000000 Penalty: 3810.330322
	Iteration 50Q: 3 clusters Score -1.567978e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -15679865.000000 Penalty: 3810.330322
	Iteration 51Q: 3 clusters Score -1.567986e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71601 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -15679986.000000 Penalty: 3810.330322
	Iteration 52Q: 3 clusters Score -1.567999e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71509 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -15680058.000000 Penalty: 3810.330322
	Iteration 53Q: 3 clusters Score -1.568006e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71412 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -15680187.000000 Penalty: 3810.330322
	Iteration 54Q: 3 clusters Score -1.568019e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71322 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -15680250.000000 Penalty: 3810.330322
	Iteration 55Q: 3 clusters Score -1.568025e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -15680352.000000 Penalty: 3810.330322
	Iteration 56Q: 3 clusters Score -1.568035e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71152 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -15680444.000000 Penalty: 3810.330322
	Iteration 57Q: 3 clusters Score -1.568044e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -15680456.000000 Penalty: 3810.330322
	Iteration 58Q: 3 clusters Score -1.568046e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70994 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -15680511.000000 Penalty: 3810.330322
	Iteration 59Q: 3 clusters Score -1.568051e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -15680532.000000 Penalty: 3810.330322
	Iteration 60F: 3 clusters Score -1.568053e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70853 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -15680574.000000 Penalty: 3810.330322
	Iteration 61Q: 3 clusters Score -1.568057e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70808 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -15680596.000000 Penalty: 3810.330322
	Iteration 62Q: 3 clusters Score -1.56806e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70770 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -15680631.000000 Penalty: 3810.330322
	Iteration 63Q: 3 clusters Score -1.568063e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70710 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
Score: -15680655.000000 Penalty: 3810.330322
	Iteration 64Q: 3 clusters Score -1.568066e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70642 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -15680702.000000 Penalty: 3810.330322
	Iteration 65Q: 3 clusters Score -1.56807e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70569 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -15680743.000000 Penalty: 3810.330322
	Iteration 66Q: 3 clusters Score -1.568074e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -15680746.000000 Penalty: 3810.330322
	Iteration 67Q: 3 clusters Score -1.568075e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -15680823.000000 Penalty: 3810.330322
	Iteration 68Q: 3 clusters Score -1.568082e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -15680835.000000 Penalty: 3810.330322
	Iteration 69Q: 3 clusters Score -1.568084e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70214 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -15680857.000000 Penalty: 3810.330322
	Iteration 70Q: 3 clusters Score -1.568086e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -15680813.000000 Penalty: 3810.330322
	Iteration 71Q: 3 clusters Score -1.568081e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70029 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -15680852.000000 Penalty: 3810.330322
	Iteration 72Q: 3 clusters Score -1.568085e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -15680860.000000 Penalty: 3810.330322
	Iteration 73Q: 3 clusters Score -1.568086e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -15680872.000000 Penalty: 3810.330322
	Iteration 74Q: 3 clusters Score -1.568087e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -15680919.000000 Penalty: 3810.330322
	Iteration 75Q: 3 clusters Score -1.568092e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -15680898.000000 Penalty: 3810.330322
	Iteration 76Q: 3 clusters Score -1.56809e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -15680937.000000 Penalty: 3810.330322
	Iteration 77Q: 3 clusters Score -1.568094e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -15680992.000000 Penalty: 3810.330322
	Iteration 78Q: 3 clusters Score -1.568099e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -15681036.000000 Penalty: 3810.330322
	Iteration 79Q: 3 clusters Score -1.568104e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -15681053.000000 Penalty: 3810.330322
	Iteration 80F: 3 clusters Score -1.568105e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69125 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -15681087.000000 Penalty: 3810.330322
	Iteration 81Q: 3 clusters Score -1.568109e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -15681115.000000 Penalty: 3810.330322
	Iteration 82Q: 3 clusters Score -1.568112e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -15681136.000000 Penalty: 3810.330322
	Iteration 83Q: 3 clusters Score -1.568114e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68672 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -15681167.000000 Penalty: 3810.330322
	Iteration 84Q: 3 clusters Score -1.568117e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68512 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -15681209.000000 Penalty: 3810.330322
	Iteration 85Q: 3 clusters Score -1.568121e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -15681181.000000 Penalty: 3810.330322
	Iteration 86Q: 3 clusters Score -1.568118e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68224 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -15681165.000000 Penalty: 3810.330322
	Iteration 87Q: 3 clusters Score -1.568116e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68069 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -15681196.000000 Penalty: 3810.330322
	Iteration 88Q: 3 clusters Score -1.56812e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -15681226.000000 Penalty: 3810.330322
	Iteration 89Q: 3 clusters Score -1.568123e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -15681233.000000 Penalty: 3810.330322
	Iteration 90Q: 3 clusters Score -1.568123e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 55957 members 
Entering Unmasked Estep 
Score: -15681220.000000 Penalty: 3810.330322
	Iteration 91Q: 3 clusters Score -1.568122e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -15681242.000000 Penalty: 3810.330322
	Iteration 92Q: 3 clusters Score -1.568124e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -15681233.000000 Penalty: 3810.330322
	Iteration 93Q: 3 clusters Score -1.568123e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -15681277.000000 Penalty: 3810.330322
	Iteration 94Q: 3 clusters Score -1.568128e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66823 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -15681283.000000 Penalty: 3810.330322
	Iteration 95Q: 3 clusters Score -1.568128e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66620 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -15681296.000000 Penalty: 3810.330322
	Iteration 96Q: 3 clusters Score -1.56813e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -15681285.000000 Penalty: 3810.330322
	Iteration 97Q: 3 clusters Score -1.568128e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66292 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -15681271.000000 Penalty: 3810.330322
	Iteration 98Q: 3 clusters Score -1.568127e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66149 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -15681287.000000 Penalty: 3810.330322
	Iteration 99Q: 3 clusters Score -1.568129e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -15681291.000000 Penalty: 3810.330322
	Iteration 100F: 3 clusters Score -1.568129e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -15681315.000000 Penalty: 3810.330322
	Iteration 101Q: 3 clusters Score -1.568132e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -15681313.000000 Penalty: 3810.330322
	Iteration 102Q: 3 clusters Score -1.568131e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65525 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -15681359.000000 Penalty: 3810.330322
	Iteration 103Q: 3 clusters Score -1.568136e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -15681366.000000 Penalty: 3810.330322
	Iteration 104Q: 3 clusters Score -1.568137e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -15681369.000000 Penalty: 3810.330322
	Iteration 105Q: 3 clusters Score -1.568137e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -15681356.000000 Penalty: 3810.330322
	Iteration 106Q: 3 clusters Score -1.568136e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65009 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -15681386.000000 Penalty: 3810.330322
	Iteration 107Q: 3 clusters Score -1.568139e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -15681373.000000 Penalty: 3810.330322
	Iteration 108Q: 3 clusters Score -1.568137e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64747 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -15681395.000000 Penalty: 3810.330322
	Iteration 109Q: 3 clusters Score -1.56814e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -15681383.000000 Penalty: 3810.330322
	Iteration 110Q: 3 clusters Score -1.568138e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 59002 members 
Entering Unmasked Estep 
Score: -15681380.000000 Penalty: 3810.330322
	Iteration 111Q: 3 clusters Score -1.568138e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -15681380.000000 Penalty: 3810.330322
	Iteration 112Q: 3 clusters Score -1.568138e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -15681384.000000 Penalty: 3810.330322
	Iteration 113Q: 3 clusters Score -1.568138e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64166 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -15681392.000000 Penalty: 3810.330322
	Iteration 114Q: 3 clusters Score -1.568139e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -15681379.000000 Penalty: 3810.330322
	Iteration 115Q: 3 clusters Score -1.568138e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -15681356.000000 Penalty: 3810.330322
	Iteration 116Q: 3 clusters Score -1.568136e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -15681417.000000 Penalty: 3810.330322
	Iteration 117Q: 3 clusters Score -1.568142e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63692 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -15681410.000000 Penalty: 3810.330322
	Iteration 118Q: 3 clusters Score -1.568141e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -15681428.000000 Penalty: 3810.330322
	Iteration 119Q: 3 clusters Score -1.568143e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -15681422.000000 Penalty: 3810.330322
	Iteration 120F: 3 clusters Score -1.568142e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 60172 members 
Entering Unmasked Estep 
Score: -15681432.000000 Penalty: 3810.330322
	Iteration 121Q: 3 clusters Score -1.568143e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63216 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -15681474.000000 Penalty: 3810.330322
	Iteration 122Q: 3 clusters Score -1.568147e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -15681464.000000 Penalty: 3810.330322
	Iteration 123Q: 3 clusters Score -1.568146e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -15681467.000000 Penalty: 3810.330322
	Iteration 124Q: 3 clusters Score -1.568147e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -15681473.000000 Penalty: 3810.330322
	Iteration 125Q: 3 clusters Score -1.568147e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -15681501.000000 Penalty: 3810.330322
	Iteration 126Q: 3 clusters Score -1.56815e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -15681496.000000 Penalty: 3810.330322
	Iteration 127Q: 3 clusters Score -1.56815e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 60959 members 
Entering Unmasked Estep 
Score: -15681536.000000 Penalty: 3810.330322
	Iteration 128Q: 3 clusters Score -1.568154e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -15681536.000000 Penalty: 3810.330322
	Iteration 129Q: 3 clusters Score -1.568154e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -15681500.000000 Penalty: 3810.330322
	Iteration 130Q: 3 clusters Score -1.56815e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -15681508.000000 Penalty: 3810.330322
	Iteration 131Q: 3 clusters Score -1.568151e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -15681510.000000 Penalty: 3810.330322
	Iteration 132Q: 3 clusters Score -1.568151e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -15681478.000000 Penalty: 3810.330322
	Iteration 133Q: 3 clusters Score -1.568148e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 61726 members 
Entering Unmasked Estep 
Score: -15681490.000000 Penalty: 3810.330322
	Iteration 134Q: 3 clusters Score -1.568149e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -15681490.000000 Penalty: 3810.330322
	Iteration 135Q: 3 clusters Score -1.568149e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -15681497.000000 Penalty: 3810.330322
	Iteration 136Q: 3 clusters Score -1.56815e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -15681500.000000 Penalty: 3810.330322
	Iteration 137Q: 3 clusters Score -1.56815e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
Score: -15681509.000000 Penalty: 3810.330322
	Iteration 138Q: 3 clusters Score -1.568151e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -15681487.000000 Penalty: 3810.330322
	Iteration 139Q: 3 clusters Score -1.568149e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -15681498.000000 Penalty: 3810.330322
	Iteration 140F: 3 clusters Score -1.56815e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -15681525.000000 Penalty: 3810.330322
	Iteration 141Q: 3 clusters Score -1.568152e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -15681507.000000 Penalty: 3810.330322
	Iteration 142Q: 3 clusters Score -1.568151e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -15681527.000000 Penalty: 3810.330322
	Iteration 143Q: 3 clusters Score -1.568153e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -15681496.000000 Penalty: 3810.330322
	Iteration 144Q: 3 clusters Score -1.56815e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -15681513.000000 Penalty: 3810.330322
	Iteration 145Q: 3 clusters Score -1.568151e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -15681514.000000 Penalty: 3810.330322
	Iteration 146Q: 3 clusters Score -1.568151e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -15681540.000000 Penalty: 3810.330322
	Iteration 147Q: 3 clusters Score -1.568154e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 63446 members 
Entering Unmasked Estep 
Score: -15681549.000000 Penalty: 3810.330322
	Iteration 148Q: 3 clusters Score -1.568155e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -15681550.000000 Penalty: 3810.330322
	Iteration 149Q: 3 clusters Score -1.568155e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -15681560.000000 Penalty: 3810.330322
	Iteration 150Q: 3 clusters Score -1.568156e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -15681525.000000 Penalty: 3810.330322
	Iteration 151Q: 3 clusters Score -1.568152e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -15681533.000000 Penalty: 3810.330322
	Iteration 152Q: 3 clusters Score -1.568153e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -15681565.000000 Penalty: 3810.330322
	Iteration 153Q: 3 clusters Score -1.568156e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
Score: -15681561.000000 Penalty: 3810.330322
	Iteration 154Q: 3 clusters Score -1.568156e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 64427 members 
Entering Unmasked Estep 
Score: -15681546.000000 Penalty: 3810.330322
	Iteration 155Q: 3 clusters Score -1.568155e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -15681585.000000 Penalty: 3810.330322
	Iteration 156Q: 3 clusters Score -1.568158e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -15681554.000000 Penalty: 3810.330322
	Iteration 157Q: 3 clusters Score -1.568155e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58511 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -15681581.000000 Penalty: 3810.330322
	Iteration 158Q: 3 clusters Score -1.568158e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 65196 members 
Entering Unmasked Estep 
Score: -15681574.000000 Penalty: 3810.330322
	Iteration 159Q: 3 clusters Score -1.568157e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -15681611.000000 Penalty: 3810.330322
	Iteration 160F: 3 clusters Score -1.568161e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 65568 members 
Entering Unmasked Estep 
Score: -15681624.000000 Penalty: 3810.330322
	Iteration 161Q: 3 clusters Score -1.568162e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
Score: -15681617.000000 Penalty: 3810.330322
	Iteration 162Q: 3 clusters Score -1.568162e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 65972 members 
Entering Unmasked Estep 
Score: -15681602.000000 Penalty: 3810.330322
	Iteration 163Q: 3 clusters Score -1.56816e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -15681596.000000 Penalty: 3810.330322
	Iteration 164Q: 3 clusters Score -1.56816e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -15681588.000000 Penalty: 3810.330322
	Iteration 165Q: 3 clusters Score -1.568159e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -15681619.000000 Penalty: 3810.330322
	Iteration 166Q: 3 clusters Score -1.568162e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -15681625.000000 Penalty: 3810.330322
	Iteration 167Q: 3 clusters Score -1.568162e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -15681628.000000 Penalty: 3810.330322
	Iteration 168Q: 3 clusters Score -1.568163e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -15681639.000000 Penalty: 3810.330322
	Iteration 169Q: 3 clusters Score -1.568164e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
Score: -15681628.000000 Penalty: 3810.330322
	Iteration 170Q: 3 clusters Score -1.568163e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -15681649.000000 Penalty: 3810.330322
	Iteration 171Q: 3 clusters Score -1.568165e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -15681666.000000 Penalty: 3810.330322
	Iteration 172Q: 3 clusters Score -1.568167e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -15681667.000000 Penalty: 3810.330322
	Iteration 173Q: 3 clusters Score -1.568167e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -15681690.000000 Penalty: 3810.330322
	Iteration 174Q: 3 clusters Score -1.568169e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -15681645.000000 Penalty: 3810.330322
	Iteration 175Q: 3 clusters Score -1.568164e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -15681650.000000 Penalty: 3810.330322
	Iteration 176Q: 3 clusters Score -1.568165e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 68718 members 
Entering Unmasked Estep 
Score: -15681664.000000 Penalty: 3810.330322
	Iteration 177Q: 3 clusters Score -1.568166e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -15681652.000000 Penalty: 3810.330322
	Iteration 178Q: 3 clusters Score -1.568165e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -15681669.000000 Penalty: 3810.330322
	Iteration 179Q: 3 clusters Score -1.568167e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -15681670.000000 Penalty: 3810.330322
	Iteration 180F: 3 clusters Score -1.568167e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -15681691.000000 Penalty: 3810.330322
	Iteration 181Q: 3 clusters Score -1.568169e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -15681731.000000 Penalty: 3810.330322
	Iteration 182Q: 3 clusters Score -1.568173e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -15681799.000000 Penalty: 3810.330322
	Iteration 183Q: 3 clusters Score -1.56818e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -15681782.000000 Penalty: 3810.330322
	Iteration 184Q: 3 clusters Score -1.568178e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 70737 members 
Entering Unmasked Estep 
Score: -15681773.000000 Penalty: 3810.330322
	Iteration 185Q: 3 clusters Score -1.568177e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -15681808.000000 Penalty: 3810.330322
	Iteration 186Q: 3 clusters Score -1.568181e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 71275 members 
Entering Unmasked Estep 
Score: -15681845.000000 Penalty: 3810.330322
	Iteration 187Q: 3 clusters Score -1.568184e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 71553 members 
Entering Unmasked Estep 
Score: -15681856.000000 Penalty: 3810.330322
	Iteration 188Q: 3 clusters Score -1.568186e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -15681899.000000 Penalty: 3810.330322
	Iteration 189Q: 3 clusters Score -1.56819e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -15681934.000000 Penalty: 3810.330322
	Iteration 190Q: 3 clusters Score -1.568193e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -15682001.000000 Penalty: 3810.330322
	Iteration 191Q: 3 clusters Score -1.5682e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -15682062.000000 Penalty: 3810.330322
	Iteration 192Q: 3 clusters Score -1.568206e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -15682098.000000 Penalty: 3810.330322
	Iteration 193Q: 3 clusters Score -1.56821e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 73488 members 
Entering Unmasked Estep 
Score: -15682065.000000 Penalty: 3810.330322
	Iteration 194Q: 3 clusters Score -1.568206e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 73855 members 
Entering Unmasked Estep 
Score: -15682078.000000 Penalty: 3810.330322
	Iteration 195Q: 3 clusters Score -1.568208e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 74241 members 
Entering Unmasked Estep 
Score: -15682101.000000 Penalty: 3810.330322
	Iteration 196Q: 3 clusters Score -1.56821e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 74678 members 
Entering Unmasked Estep 
Score: -15682138.000000 Penalty: 3810.330322
	Iteration 197Q: 3 clusters Score -1.568214e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
Score: -15682137.000000 Penalty: 3810.330322
	Iteration 198Q: 3 clusters Score -1.568214e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -15682154.000000 Penalty: 3810.330322
	Iteration 199Q: 3 clusters Score -1.568215e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 75926 members 
Entering Unmasked Estep 
Score: -15682221.000000 Penalty: 3810.330322
	Iteration 200F: 3 clusters Score -1.568222e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 76306 members 
Entering Unmasked Estep 
Score: -15682304.000000 Penalty: 3810.330322
	Iteration 201Q: 3 clusters Score -1.56823e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -15682405.000000 Penalty: 3810.330322
	Iteration 202Q: 3 clusters Score -1.56824e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
Score: -15682438.000000 Penalty: 3810.330322
	Iteration 203Q: 3 clusters Score -1.568244e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 77718 members 
Entering Unmasked Estep 
Score: -15682526.000000 Penalty: 3810.330322
	Iteration 204Q: 3 clusters Score -1.568253e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -15682585.000000 Penalty: 3810.330322
	Iteration 205Q: 3 clusters Score -1.568258e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 78783 members 
Entering Unmasked Estep 
Score: -15682613.000000 Penalty: 3810.330322
	Iteration 206Q: 3 clusters Score -1.568261e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 79314 members 
Entering Unmasked Estep 
Score: -15682672.000000 Penalty: 3810.330322
	Iteration 207Q: 3 clusters Score -1.568267e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 79906 members 
Entering Unmasked Estep 
Score: -15682782.000000 Penalty: 3810.330322
	Iteration 208Q: 3 clusters Score -1.568278e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 80540 members 
Entering Unmasked Estep 
Score: -15682855.000000 Penalty: 3810.330322
	Iteration 209Q: 3 clusters Score -1.568286e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 81189 members 
Entering Unmasked Estep 
Score: -15683009.000000 Penalty: 3810.330322
	Iteration 210Q: 3 clusters Score -1.568301e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -15683093.000000 Penalty: 3810.330322
	Iteration 211Q: 3 clusters Score -1.568309e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 82574 members 
Entering Unmasked Estep 
Score: -15683245.000000 Penalty: 3810.330322
	Iteration 212Q: 3 clusters Score -1.568324e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -15683354.000000 Penalty: 3810.330322
	Iteration 213Q: 3 clusters Score -1.568335e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -15683569.000000 Penalty: 3810.330322
	Iteration 214Q: 3 clusters Score -1.568357e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 84726 members 
Entering Unmasked Estep 
Score: -15683795.000000 Penalty: 3810.330322
	Iteration 215Q: 3 clusters Score -1.56838e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 85541 members 
Entering Unmasked Estep 
Score: -15684041.000000 Penalty: 3810.330322
	Iteration 216Q: 3 clusters Score -1.568404e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 86363 members 
Entering Unmasked Estep 
Score: -15684240.000000 Penalty: 3810.330322
	Iteration 217Q: 3 clusters Score -1.568424e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 87206 members 
Entering Unmasked Estep 
Score: -15684446.000000 Penalty: 3810.330322
	Iteration 218Q: 3 clusters Score -1.568445e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 88084 members 
Entering Unmasked Estep 
Score: -15684668.000000 Penalty: 3810.330322
	Iteration 219Q: 3 clusters Score -1.568467e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -15684887.000000 Penalty: 3810.330322
	Iteration 220F: 3 clusters Score -1.568489e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 89856 members 
Entering Unmasked Estep 
Score: -15685092.000000 Penalty: 3810.330322
	Iteration 221Q: 3 clusters Score -1.568509e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 90746 members 
Entering Unmasked Estep 
Score: -15685268.000000 Penalty: 3810.330322
	Iteration 222Q: 3 clusters Score -1.568527e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -15685463.000000 Penalty: 3810.330322
	Iteration 223Q: 3 clusters Score -1.568546e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 92413 members 
Entering Unmasked Estep 
Score: -15685677.000000 Penalty: 3810.330322
	Iteration 224Q: 3 clusters Score -1.568568e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 93221 members 
Entering Unmasked Estep 
Score: -15685891.000000 Penalty: 3810.330322
	Iteration 225Q: 3 clusters Score -1.568589e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 93975 members 
Entering Unmasked Estep 
Score: -15685993.000000 Penalty: 3810.330322
	Iteration 226Q: 3 clusters Score -1.568599e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 94709 members 
Entering Unmasked Estep 
Score: -15686131.000000 Penalty: 3810.330322
	Iteration 227Q: 3 clusters Score -1.568613e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 95446 members 
Entering Unmasked Estep 
Score: -15686226.000000 Penalty: 3810.330322
	Iteration 228Q: 3 clusters Score -1.568623e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 96171 members 
Entering Unmasked Estep 
Score: -15686445.000000 Penalty: 3810.330322
	Iteration 229Q: 3 clusters Score -1.568644e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 96906 members 
Entering Unmasked Estep 
Score: -15686549.000000 Penalty: 3810.330322
	Iteration 230Q: 3 clusters Score -1.568655e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
Score: -15686620.000000 Penalty: 3810.330322
	Iteration 231Q: 3 clusters Score -1.568662e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 98458 members 
Entering Unmasked Estep 
Score: -15686746.000000 Penalty: 3810.330322
	Iteration 232Q: 3 clusters Score -1.568675e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 99190 members 
Entering Unmasked Estep 
Score: -15686863.000000 Penalty: 3810.330322
	Iteration 233Q: 3 clusters Score -1.568686e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 99917 members 
Entering Unmasked Estep 
Score: -15686964.000000 Penalty: 3810.330322
	Iteration 234Q: 3 clusters Score -1.568696e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 100622 members 
Entering Unmasked Estep 
Score: -15687097.000000 Penalty: 3810.330322
	Iteration 235Q: 3 clusters Score -1.56871e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 101256 members 
Entering Unmasked Estep 
Score: -15687226.000000 Penalty: 3810.330322
	Iteration 236Q: 3 clusters Score -1.568723e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 101900 members 
Entering Unmasked Estep 
Score: -15687399.000000 Penalty: 3810.330322
	Iteration 237Q: 3 clusters Score -1.56874e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 102563 members 
Entering Unmasked Estep 
Score: -15687523.000000 Penalty: 3810.330322
	Iteration 238Q: 3 clusters Score -1.568752e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 103192 members 
Entering Unmasked Estep 
Score: -15687586.000000 Penalty: 3810.330322
	Iteration 239Q: 3 clusters Score -1.568759e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 103803 members 
Entering Unmasked Estep 
Score: -15687692.000000 Penalty: 3810.330322
	Iteration 240F: 3 clusters Score -1.568769e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 104384 members 
Entering Unmasked Estep 
Score: -15687772.000000 Penalty: 3810.330322
	Iteration 241Q: 3 clusters Score -1.568777e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 104961 members 
Entering Unmasked Estep 
Score: -15687880.000000 Penalty: 3810.330322
	Iteration 242Q: 3 clusters Score -1.568788e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 105511 members 
Entering Unmasked Estep 
Score: -15687972.000000 Penalty: 3810.330322
	Iteration 243Q: 3 clusters Score -1.568797e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 106057 members 
Entering Unmasked Estep 
Score: -15688101.000000 Penalty: 3810.330322
	Iteration 244Q: 3 clusters Score -1.56881e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 106627 members 
Entering Unmasked Estep 
Score: -15688163.000000 Penalty: 3810.330322
	Iteration 245Q: 3 clusters Score -1.568816e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 107212 members 
Entering Unmasked Estep 
Score: -15688257.000000 Penalty: 3810.330322
	Iteration 246Q: 3 clusters Score -1.568826e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 107821 members 
Entering Unmasked Estep 
Score: -15688424.000000 Penalty: 3810.330322
	Iteration 247Q: 3 clusters Score -1.568842e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 108363 members 
Entering Unmasked Estep 
Score: -15688540.000000 Penalty: 3810.330322
	Iteration 248Q: 3 clusters Score -1.568854e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 108905 members 
Entering Unmasked Estep 
Score: -15688734.000000 Penalty: 3810.330322
	Iteration 249Q: 3 clusters Score -1.568873e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 109464 members 
Entering Unmasked Estep 
Score: -15688967.000000 Penalty: 3810.330322
	Iteration 250Q: 3 clusters Score -1.568897e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 110029 members 
Entering Unmasked Estep 
Score: -15689204.000000 Penalty: 3810.330322
	Iteration 251Q: 3 clusters Score -1.56892e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 110618 members 
Entering Unmasked Estep 
Score: -15689507.000000 Penalty: 3810.330322
	Iteration 252Q: 3 clusters Score -1.568951e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -15689794.000000 Penalty: 3810.330322
	Iteration 253Q: 3 clusters Score -1.568979e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 111824 members 
Entering Unmasked Estep 
Score: -15690133.000000 Penalty: 3810.330322
	Iteration 254Q: 3 clusters Score -1.569013e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 112458 members 
Entering Unmasked Estep 
Score: -15690374.000000 Penalty: 3810.330322
	Iteration 255Q: 3 clusters Score -1.569037e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 113127 members 
Entering Unmasked Estep 
Score: -15690602.000000 Penalty: 3810.330322
	Iteration 256Q: 3 clusters Score -1.56906e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 113806 members 
Entering Unmasked Estep 
Score: -15690885.000000 Penalty: 3810.330322
	Iteration 257Q: 3 clusters Score -1.569088e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 114462 members 
Entering Unmasked Estep 
Score: -15691078.000000 Penalty: 3810.330322
	Iteration 258Q: 3 clusters Score -1.569108e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 115167 members 
Entering Unmasked Estep 
Score: -15691301.000000 Penalty: 3810.330322
	Iteration 259Q: 3 clusters Score -1.56913e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 115862 members 
Entering Unmasked Estep 
Score: -15691533.000000 Penalty: 3810.330322
	Iteration 260F: 3 clusters Score -1.569153e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 116528 members 
Entering Unmasked Estep 
Score: -15691653.000000 Penalty: 3810.330322
	Iteration 261Q: 3 clusters Score -1.569165e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 117156 members 
Entering Unmasked Estep 
Score: -15691781.000000 Penalty: 3810.330322
	Iteration 262Q: 3 clusters Score -1.569178e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 117718 members 
Entering Unmasked Estep 
Score: -15691844.000000 Penalty: 3810.330322
	Iteration 263Q: 3 clusters Score -1.569184e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 118264 members 
Entering Unmasked Estep 
Score: -15691938.000000 Penalty: 3810.330322
	Iteration 264Q: 3 clusters Score -1.569194e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 118788 members 
Entering Unmasked Estep 
Score: -15691982.000000 Penalty: 3810.330322
	Iteration 265Q: 3 clusters Score -1.569198e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 119272 members 
Entering Unmasked Estep 
Score: -15692065.000000 Penalty: 3810.330322
	Iteration 266Q: 3 clusters Score -1.569206e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 119739 members 
Entering Unmasked Estep 
Score: -15692067.000000 Penalty: 3810.330322
	Iteration 267Q: 3 clusters Score -1.569207e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 120200 members 
Entering Unmasked Estep 
Score: -15692153.000000 Penalty: 3810.330322
	Iteration 268Q: 3 clusters Score -1.569215e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 120598 members 
Entering Unmasked Estep 
Score: -15692200.000000 Penalty: 3810.330322
	Iteration 269Q: 3 clusters Score -1.56922e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 120967 members 
Entering Unmasked Estep 
Score: -15692234.000000 Penalty: 3810.330322
	Iteration 270Q: 3 clusters Score -1.569223e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 121262 members 
Entering Unmasked Estep 
Score: -15692254.000000 Penalty: 3810.330322
	Iteration 271Q: 3 clusters Score -1.569225e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 121516 members 
Entering Unmasked Estep 
Score: -15692243.000000 Penalty: 3810.330322
	Iteration 272Q: 3 clusters Score -1.569224e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 121738 members 
Entering Unmasked Estep 
Score: -15692263.000000 Penalty: 3810.330322
	Iteration 273Q: 3 clusters Score -1.569226e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 121951 members 
Entering Unmasked Estep 
Score: -15692333.000000 Penalty: 3810.330322
	Iteration 274Q: 3 clusters Score -1.569233e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 122110 members 
Entering Unmasked Estep 
Score: -15692357.000000 Penalty: 3810.330322
	Iteration 275Q: 3 clusters Score -1.569236e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 122248 members 
Entering Unmasked Estep 
Score: -15692357.000000 Penalty: 3810.330322
	Iteration 276Q: 3 clusters Score -1.569236e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 122363 members 
Entering Unmasked Estep 
Score: -15692367.000000 Penalty: 3810.330322
	Iteration 277Q: 3 clusters Score -1.569237e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 122450 members 
Entering Unmasked Estep 
Score: -15692363.000000 Penalty: 3810.330322
	Iteration 278Q: 3 clusters Score -1.569236e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 122516 members 
Entering Unmasked Estep 
Score: -15692364.000000 Penalty: 3810.330322
	Iteration 279Q: 3 clusters Score -1.569236e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 122579 members 
Entering Unmasked Estep 
Score: -15692373.000000 Penalty: 3810.330322
	Iteration 280F: 3 clusters Score -1.569237e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 122633 members 
Entering Unmasked Estep 
Score: -15692378.000000 Penalty: 3810.330322
	Iteration 281Q: 3 clusters Score -1.569238e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 122679 members 
Entering Unmasked Estep 
Score: -15692381.000000 Penalty: 3810.330322
	Iteration 282Q: 3 clusters Score -1.569238e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 122722 members 
Entering Unmasked Estep 
Score: -15692400.000000 Penalty: 3810.330322
	Iteration 283Q: 3 clusters Score -1.56924e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 122753 members 
Entering Unmasked Estep 
Score: -15692394.000000 Penalty: 3810.330322
	Iteration 284Q: 3 clusters Score -1.569239e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 122776 members 
Entering Unmasked Estep 
Score: -15692419.000000 Penalty: 3810.330322
	Iteration 285Q: 3 clusters Score -1.569242e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 122792 members 
Entering Unmasked Estep 
Score: -15692432.000000 Penalty: 3810.330322
	Iteration 286Q: 3 clusters Score -1.569243e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 122814 members 
Entering Unmasked Estep 
Score: -15692441.000000 Penalty: 3810.330322
	Iteration 287Q: 3 clusters Score -1.569244e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 122838 members 
Entering Unmasked Estep 
Score: -15692447.000000 Penalty: 3810.330322
	Iteration 288Q: 3 clusters Score -1.569245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 122857 members 
Entering Unmasked Estep 
Score: -15692436.000000 Penalty: 3810.330322
	Iteration 289Q: 3 clusters Score -1.569244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 122868 members 
Entering Unmasked Estep 
Score: -15692447.000000 Penalty: 3810.330322
	Iteration 290Q: 3 clusters Score -1.569245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 122877 members 
Entering Unmasked Estep 
Score: -15692442.000000 Penalty: 3810.330322
	Iteration 291Q: 3 clusters Score -1.569244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 122886 members 
Entering Unmasked Estep 
Score: -15692453.000000 Penalty: 3810.330322
	Iteration 292Q: 3 clusters Score -1.569245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 122893 members 
Entering Unmasked Estep 
Score: -15692457.000000 Penalty: 3810.330322
	Iteration 293Q: 3 clusters Score -1.569246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 122895 members 
Entering Unmasked Estep 
Score: -15692458.000000 Penalty: 3810.330322
	Iteration 294Q: 3 clusters Score -1.569246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 122897 members 
Entering Unmasked Estep 
Score: -15692453.000000 Penalty: 3810.330322
	Iteration 295Q: 3 clusters Score -1.569245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 122899 members 
Entering Unmasked Estep 
Score: -15692454.000000 Penalty: 3810.330322
	Iteration 296Q: 3 clusters Score -1.569245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 122901 members 
Entering Unmasked Estep 
Score: -15692454.000000 Penalty: 3810.330322
	Iteration 297Q: 3 clusters Score -1.569245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 122902 members 
Entering Unmasked Estep 
Score: -15692444.000000 Penalty: 3810.330322
	Iteration 298Q: 3 clusters Score -1.569244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 122902 members 
Entering Unmasked Estep 
Score: -15692444.000000 Penalty: 3810.330322
	Iteration 299F: 3 clusters Score -1.569244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80924 members 
Mstep: Class 2 contains 129183 members 
Mstep: Class 3 contains 17422 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91032 members 
Mstep: Class 6 contains 7613 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83180 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48805 members 
Mstep: Class 12 contains 5876 members 
Mstep: Class 13 contains 30516 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11599 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35434 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47837 members 
Mstep: Class 24 contains 48046 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4198 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944200.000000 Penalty: 82330.375000
Iteration 359Q: 38 clusters Score -1.089442e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 129184 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91031 members 
Mstep: Class 6 contains 7612 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83176 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48812 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 30516 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11601 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35435 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47836 members 
Mstep: Class 24 contains 48044 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4200 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944176.000000 Penalty: 82330.375000
Iteration 360F: 38 clusters Score -1.089442e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 129185 members 
Mstep: Class 3 contains 17420 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91031 members 
Mstep: Class 6 contains 7612 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83177 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48814 members 
Mstep: Class 12 contains 5880 members 
Mstep: Class 13 contains 30514 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11602 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35435 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47838 members 
Mstep: Class 24 contains 48039 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4201 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944144.000000 Penalty: 82330.375000
Iteration 361Q: 38 clusters Score -1.089441e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 129188 members 
Mstep: Class 3 contains 17420 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91032 members 
Mstep: Class 6 contains 7611 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83176 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48811 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 30515 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11603 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35432 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47839 members 
Mstep: Class 24 contains 48035 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944208.000000 Penalty: 82330.375000
Iteration 362Q: 38 clusters Score -1.089442e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 129187 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91032 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83179 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48807 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 30515 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11604 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35432 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47844 members 
Mstep: Class 24 contains 48034 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944328.000000 Penalty: 82330.375000
Iteration 363Q: 38 clusters Score -1.089443e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 129189 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91031 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 4514 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83178 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48808 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11605 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22214 members 
Mstep: Class 20 contains 35431 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47845 members 
Mstep: Class 24 contains 48031 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944296.000000 Penalty: 82330.375000
Iteration 364Q: 38 clusters Score -1.089443e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 129189 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 91032 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 4514 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83179 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48808 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11605 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22215 members 
Mstep: Class 20 contains 35431 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47846 members 
Mstep: Class 24 contains 48029 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944272.000000 Penalty: 82330.375000
Iteration 365Q: 38 clusters Score -1.089443e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 129190 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91034 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 4514 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83177 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48809 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30514 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11606 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22215 members 
Mstep: Class 20 contains 35431 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47846 members 
Mstep: Class 24 contains 48025 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944272.000000 Penalty: 82330.375000
Iteration 366Q: 38 clusters Score -1.089443e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 129194 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91034 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83174 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48809 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30514 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11609 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22216 members 
Mstep: Class 20 contains 35431 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47847 members 
Mstep: Class 24 contains 48021 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944232.000000 Penalty: 82330.375000
Iteration 367Q: 38 clusters Score -1.089442e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 129197 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91032 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83177 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48809 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30514 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11608 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22216 members 
Mstep: Class 20 contains 35431 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47847 members 
Mstep: Class 24 contains 48019 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944240.000000 Penalty: 82330.375000
Iteration 368Q: 38 clusters Score -1.089442e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 129200 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91029 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83179 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48811 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30514 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11609 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22216 members 
Mstep: Class 20 contains 35431 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47847 members 
Mstep: Class 24 contains 48017 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944208.000000 Penalty: 82330.375000
Iteration 369Q: 38 clusters Score -1.089442e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 129204 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91030 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83177 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48812 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30514 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22216 members 
Mstep: Class 20 contains 35432 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47846 members 
Mstep: Class 24 contains 48016 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944272.000000 Penalty: 82330.375000
Iteration 370Q: 38 clusters Score -1.089443e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 129206 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91032 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83178 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48814 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30514 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22216 members 
Mstep: Class 20 contains 35432 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47845 members 
Mstep: Class 24 contains 48013 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944296.000000 Penalty: 82330.375000
Iteration 371Q: 38 clusters Score -1.089443e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 129207 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91030 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83178 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48817 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30514 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 3004 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22216 members 
Mstep: Class 20 contains 35431 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47844 members 
Mstep: Class 24 contains 48011 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944296.000000 Penalty: 82330.375000
Iteration 372Q: 38 clusters Score -1.089443e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 129206 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91031 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83178 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48820 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30514 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22216 members 
Mstep: Class 20 contains 35430 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47844 members 
Mstep: Class 24 contains 48011 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944312.000000 Penalty: 82330.375000
Iteration 373Q: 38 clusters Score -1.089443e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 129206 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91031 members 
Mstep: Class 6 contains 7611 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83176 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48820 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30514 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 3003 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22216 members 
Mstep: Class 20 contains 35428 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47845 members 
Mstep: Class 24 contains 48011 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944280.000000 Penalty: 82330.375000
Iteration 374Q: 38 clusters Score -1.089443e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 129206 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91031 members 
Mstep: Class 6 contains 7611 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83176 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48819 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22216 members 
Mstep: Class 20 contains 35428 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47844 members 
Mstep: Class 24 contains 48011 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944280.000000 Penalty: 82330.375000
Iteration 375Q: 38 clusters Score -1.089443e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 129205 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91032 members 
Mstep: Class 6 contains 7611 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83176 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48820 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 3004 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22215 members 
Mstep: Class 20 contains 35428 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47844 members 
Mstep: Class 24 contains 48011 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944312.000000 Penalty: 82330.375000
Iteration 376Q: 38 clusters Score -1.089443e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 129206 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91032 members 
Mstep: Class 6 contains 7612 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83176 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48822 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22216 members 
Mstep: Class 20 contains 35427 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47842 members 
Mstep: Class 24 contains 48009 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944280.000000 Penalty: 82330.375000
Iteration 377Q: 38 clusters Score -1.089443e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 129205 members 
Mstep: Class 3 contains 17420 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91032 members 
Mstep: Class 6 contains 7612 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83176 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48824 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 3004 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22216 members 
Mstep: Class 20 contains 35426 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47840 members 
Mstep: Class 24 contains 48009 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944344.000000 Penalty: 82330.375000
Iteration 378Q: 38 clusters Score -1.089443e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 129202 members 
Mstep: Class 3 contains 17420 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91033 members 
Mstep: Class 6 contains 7612 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83177 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48824 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22217 members 
Mstep: Class 20 contains 35427 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47840 members 
Mstep: Class 24 contains 48009 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944320.000000 Penalty: 82330.375000
Iteration 379Q: 38 clusters Score -1.089443e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 129201 members 
Mstep: Class 3 contains 17420 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91033 members 
Mstep: Class 6 contains 7612 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83181 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48825 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22217 members 
Mstep: Class 20 contains 35427 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47840 members 
Mstep: Class 24 contains 48009 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944312.000000 Penalty: 82330.375000
Iteration 380F: 38 clusters Score -1.089443e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 129203 members 
Mstep: Class 3 contains 17420 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91033 members 
Mstep: Class 6 contains 7611 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83186 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48829 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 2986 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22217 members 
Mstep: Class 20 contains 35426 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47840 members 
Mstep: Class 24 contains 48008 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14419 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944344.000000 Penalty: 82330.375000
Iteration 381Q: 38 clusters Score -1.089443e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 129201 members 
Mstep: Class 3 contains 17420 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91033 members 
Mstep: Class 6 contains 7611 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83187 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48831 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30512 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 2981 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22217 members 
Mstep: Class 20 contains 35424 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47841 members 
Mstep: Class 24 contains 48007 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944336.000000 Penalty: 82330.375000
Iteration 382Q: 38 clusters Score -1.089443e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 129202 members 
Mstep: Class 3 contains 17420 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91034 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83189 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48834 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 2973 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22218 members 
Mstep: Class 20 contains 35425 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47841 members 
Mstep: Class 24 contains 48006 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944296.000000 Penalty: 82330.375000
Iteration 383Q: 38 clusters Score -1.089443e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 129201 members 
Mstep: Class 3 contains 17420 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91034 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83186 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48837 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35425 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47841 members 
Mstep: Class 24 contains 48007 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944312.000000 Penalty: 82330.375000
Iteration 384Q: 38 clusters Score -1.089443e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 129203 members 
Mstep: Class 3 contains 17420 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91034 members 
Mstep: Class 6 contains 7609 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83187 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48838 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 2968 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35424 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47841 members 
Mstep: Class 24 contains 48005 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944320.000000 Penalty: 82330.375000
Iteration 385Q: 38 clusters Score -1.089443e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 129206 members 
Mstep: Class 3 contains 17420 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91034 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83186 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48839 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 2965 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22219 members 
Mstep: Class 20 contains 35425 members 
Mstep: Class 21 contains 5281 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47841 members 
Mstep: Class 24 contains 48004 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944304.000000 Penalty: 82330.375000
Iteration 386Q: 38 clusters Score -1.089443e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 129209 members 
Mstep: Class 3 contains 17420 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91034 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83187 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48841 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30512 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 2963 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22219 members 
Mstep: Class 20 contains 35425 members 
Mstep: Class 21 contains 5280 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47844 members 
Mstep: Class 24 contains 48003 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944312.000000 Penalty: 82330.375000
Iteration 387Q: 38 clusters Score -1.089443e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 129212 members 
Mstep: Class 3 contains 17420 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 91034 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83186 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48840 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30512 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 2962 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22219 members 
Mstep: Class 20 contains 35425 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47845 members 
Mstep: Class 24 contains 48003 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944288.000000 Penalty: 82330.375000
Iteration 388Q: 38 clusters Score -1.089443e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 129212 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91036 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83188 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48841 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30512 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 2958 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22219 members 
Mstep: Class 20 contains 35425 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47846 members 
Mstep: Class 24 contains 48002 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944344.000000 Penalty: 82330.375000
Iteration 389Q: 38 clusters Score -1.089443e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 129210 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91037 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83189 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48841 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 2955 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22219 members 
Mstep: Class 20 contains 35425 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47847 members 
Mstep: Class 24 contains 48001 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944312.000000 Penalty: 82330.375000
Iteration 390Q: 38 clusters Score -1.089443e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 129209 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91038 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83192 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48843 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22219 members 
Mstep: Class 20 contains 35425 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47845 members 
Mstep: Class 24 contains 47999 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944376.000000 Penalty: 82330.375000
Iteration 391Q: 38 clusters Score -1.089444e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 129207 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91040 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83196 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48842 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22219 members 
Mstep: Class 20 contains 35424 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47845 members 
Mstep: Class 24 contains 47996 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944352.000000 Penalty: 82330.375000
Iteration 392Q: 38 clusters Score -1.089444e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 129207 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91040 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83196 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48843 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2947 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35424 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47846 members 
Mstep: Class 24 contains 47996 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944352.000000 Penalty: 82330.375000
Iteration 393Q: 38 clusters Score -1.089444e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 129206 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91041 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83196 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48847 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2946 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35423 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47844 members 
Mstep: Class 24 contains 47996 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944400.000000 Penalty: 82330.375000
Iteration 394Q: 38 clusters Score -1.089444e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 129205 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91040 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83197 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48847 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35423 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47846 members 
Mstep: Class 24 contains 47996 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944336.000000 Penalty: 82330.375000
Iteration 395Q: 38 clusters Score -1.089443e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 129204 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91041 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83197 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48847 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35423 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47846 members 
Mstep: Class 24 contains 47994 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944336.000000 Penalty: 82330.375000
Iteration 396Q: 38 clusters Score -1.089443e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 129207 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91043 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83198 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48847 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4965 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35423 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47843 members 
Mstep: Class 24 contains 47992 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944320.000000 Penalty: 82330.375000
Iteration 397Q: 38 clusters Score -1.089443e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 129206 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91044 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83197 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48849 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2944 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35423 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47842 members 
Mstep: Class 24 contains 47992 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944368.000000 Penalty: 82330.375000
Iteration 398Q: 38 clusters Score -1.089444e+08 nChanged 7
Entering ConstructFrom: 
Score: -108944368.000000 Penalty: 82330.375000
Entering ConstructFrom: 
Trying to split cluster 1 (80932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80932 members 
Entering Unmasked Estep 
Score: -10381628.000000 Penalty: 1836.471802
	Iteration 0F: 2 clusters Score -1.038163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -10328241.000000 Penalty: 3672.943604
	Iteration 0F: 3 clusters Score -1.032824e+07 nChanged 38556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -10350512.000000 Penalty: 3672.943604
	Iteration 1F: 3 clusters Score -1.035051e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -10351506.000000 Penalty: 3672.943604
	Iteration 2Q: 3 clusters Score -1.035151e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -10353098.000000 Penalty: 3672.943604
	Iteration 3Q: 3 clusters Score -1.03531e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -10355959.000000 Penalty: 3672.943604
	Iteration 4F: 3 clusters Score -1.035596e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60787 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -10360782.000000 Penalty: 3672.943604
	Iteration 5F: 3 clusters Score -1.036078e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -10367655.000000 Penalty: 3672.943604
	Iteration 6F: 3 clusters Score -1.036766e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74608 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -10373934.000000 Penalty: 3672.943604
	Iteration 7F: 3 clusters Score -1.037393e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -10377760.000000 Penalty: 3672.943604
	Iteration 8Q: 3 clusters Score -1.037776e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80145 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10379199.000000 Penalty: 3672.943604
	Iteration 9Q: 3 clusters Score -1.03792e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80610 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10379660.000000 Penalty: 3672.943604
	Iteration 10Q: 3 clusters Score -1.037966e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10379812.000000 Penalty: 3672.943604
	Iteration 11Q: 3 clusters Score -1.037981e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80782 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10379878.000000 Penalty: 3672.943604
	Iteration 12Q: 3 clusters Score -1.037988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10379926.000000 Penalty: 3672.943604
	Iteration 13Q: 3 clusters Score -1.037993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80807 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10379951.000000 Penalty: 3672.943604
	Iteration 14Q: 3 clusters Score -1.037995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80809 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10379960.000000 Penalty: 3672.943604
	Iteration 15Q: 3 clusters Score -1.037996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80809 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10379963.000000 Penalty: 3672.943604
	Iteration 16Q: 3 clusters Score -1.037996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10379963.000000 Penalty: 3672.943604
	Iteration 17Q: 3 clusters Score -1.037996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10379963.000000 Penalty: 3672.943604
	Iteration 18F: 3 clusters Score -1.037996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129205 members 
Entering Unmasked Estep 
Score: -16521734.000000 Penalty: 1912.487793
	Iteration 0F: 2 clusters Score -1.652173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 2 contains 65009 members 
Entering Unmasked Estep 
Score: -16439682.000000 Penalty: 3824.975586
	Iteration 0F: 3 clusters Score -1.643968e+07 nChanged 61989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -16476642.000000 Penalty: 3824.975586
	Iteration 1F: 3 clusters Score -1.647664e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 75955 members 
Entering Unmasked Estep 
Score: -16478349.000000 Penalty: 3824.975586
	Iteration 2Q: 3 clusters Score -1.647835e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 82300 members 
Entering Unmasked Estep 
Score: -16481324.000000 Penalty: 3824.975586
	Iteration 3F: 3 clusters Score -1.648132e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 90677 members 
Entering Unmasked Estep 
Score: -16486228.000000 Penalty: 3824.975586
	Iteration 4F: 3 clusters Score -1.648623e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 100640 members 
Entering Unmasked Estep 
Score: -16493391.000000 Penalty: 3824.975586
	Iteration 5F: 3 clusters Score -1.649339e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 110347 members 
Entering Unmasked Estep 
Score: -16502574.000000 Penalty: 3824.975586
	Iteration 6F: 3 clusters Score -1.650257e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 118319 members 
Entering Unmasked Estep 
Score: -16512660.000000 Penalty: 3824.975586
	Iteration 7F: 3 clusters Score -1.651266e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 124316 members 
Entering Unmasked Estep 
Score: -16517708.000000 Penalty: 3824.975586
	Iteration 8Q: 3 clusters Score -1.651771e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 127363 members 
Entering Unmasked Estep 
Score: -16519429.000000 Penalty: 3824.975586
	Iteration 9Q: 3 clusters Score -1.651943e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 128526 members 
Entering Unmasked Estep 
Score: -16519849.000000 Penalty: 3824.975586
	Iteration 10Q: 3 clusters Score -1.651985e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 128877 members 
Entering Unmasked Estep 
Score: -16519977.000000 Penalty: 3824.975586
	Iteration 11Q: 3 clusters Score -1.651998e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 128978 members 
Entering Unmasked Estep 
Score: -16520036.000000 Penalty: 3824.975586
	Iteration 12Q: 3 clusters Score -1.652004e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 129009 members 
Entering Unmasked Estep 
Score: -16520073.000000 Penalty: 3824.975586
	Iteration 13Q: 3 clusters Score -1.652007e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 129020 members 
Entering Unmasked Estep 
Score: -16520082.000000 Penalty: 3824.975586
	Iteration 14Q: 3 clusters Score -1.652008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 129028 members 
Entering Unmasked Estep 
Score: -16520114.000000 Penalty: 3824.975586
	Iteration 15Q: 3 clusters Score -1.652011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129034 members 
Entering Unmasked Estep 
Score: -16520121.000000 Penalty: 3824.975586
	Iteration 16Q: 3 clusters Score -1.652012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 129039 members 
Entering Unmasked Estep 
Score: -16520116.000000 Penalty: 3824.975586
	Iteration 17Q: 3 clusters Score -1.652012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 129042 members 
Entering Unmasked Estep 
Score: -16520113.000000 Penalty: 3824.975586
	Iteration 18Q: 3 clusters Score -1.652011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 129042 members 
Entering Unmasked Estep 
Score: -16520116.000000 Penalty: 3824.975586
	Iteration 19Q: 3 clusters Score -1.652012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 129043 members 
Entering Unmasked Estep 
Score: -16520107.000000 Penalty: 3824.975586
	Iteration 20F: 3 clusters Score -1.652011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 129044 members 
Entering Unmasked Estep 
Score: -16520113.000000 Penalty: 3824.975586
	Iteration 21Q: 3 clusters Score -1.652011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129045 members 
Entering Unmasked Estep 
Score: -16520110.000000 Penalty: 3824.975586
	Iteration 22Q: 3 clusters Score -1.652011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129045 members 
Entering Unmasked Estep 
Score: -16520110.000000 Penalty: 3824.975586
	Iteration 23F: 3 clusters Score -1.652011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Entering Unmasked Estep 
Score: -2225846.250000 Penalty: 1586.882568
	Iteration 0F: 2 clusters Score -2225846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2213841.250000 Penalty: 3173.765137
	Iteration 0F: 3 clusters Score -2213841 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2218157.000000 Penalty: 3173.765137
	Iteration 1F: 3 clusters Score -2218157 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2218490.000000 Penalty: 3173.765137
	Iteration 2Q: 3 clusters Score -2218490 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2218846.750000 Penalty: 3173.765137
	Iteration 3Q: 3 clusters Score -2218847 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2219214.000000 Penalty: 3173.765137
	Iteration 4Q: 3 clusters Score -2219214 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2219605.000000 Penalty: 3173.765137
	Iteration 5Q: 3 clusters Score -2219605 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2220019.500000 Penalty: 3173.765137
	Iteration 6Q: 3 clusters Score -2220020 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2220457.000000 Penalty: 3173.765137
	Iteration 7Q: 3 clusters Score -2220457 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2220973.000000 Penalty: 3173.765137
	Iteration 8Q: 3 clusters Score -2220973 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2221552.000000 Penalty: 3173.765137
	Iteration 9Q: 3 clusters Score -2221552 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2222137.750000 Penalty: 3173.765137
	Iteration 10Q: 3 clusters Score -2222138 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2222606.750000 Penalty: 3173.765137
	Iteration 11Q: 3 clusters Score -2222607 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2222886.000000 Penalty: 3173.765137
	Iteration 12Q: 3 clusters Score -2222886 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2223054.750000 Penalty: 3173.765137
	Iteration 13Q: 3 clusters Score -2223055 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2223182.000000 Penalty: 3173.765137
	Iteration 14Q: 3 clusters Score -2223182 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2223287.500000 Penalty: 3173.765137
	Iteration 15Q: 3 clusters Score -2223288 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2223373.250000 Penalty: 3173.765137
	Iteration 16Q: 3 clusters Score -2223373 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2223467.750000 Penalty: 3173.765137
	Iteration 17Q: 3 clusters Score -2223468 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2223525.250000 Penalty: 3173.765137
	Iteration 18Q: 3 clusters Score -2223525 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2223553.500000 Penalty: 3173.765137
	Iteration 19Q: 3 clusters Score -2223554 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2223586.000000 Penalty: 3173.765137
	Iteration 20F: 3 clusters Score -2223586 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2223607.500000 Penalty: 3173.765137
	Iteration 21Q: 3 clusters Score -2223608 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2223627.000000 Penalty: 3173.765137
	Iteration 22Q: 3 clusters Score -2223627 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2223657.500000 Penalty: 3173.765137
	Iteration 23Q: 3 clusters Score -2223658 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2223689.000000 Penalty: 3173.765137
	Iteration 24Q: 3 clusters Score -2223689 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2223727.750000 Penalty: 3173.765137
	Iteration 25Q: 3 clusters Score -2223728 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2223758.500000 Penalty: 3173.765137
	Iteration 26Q: 3 clusters Score -2223758 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2223791.500000 Penalty: 3173.765137
	Iteration 27Q: 3 clusters Score -2223792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2223812.000000 Penalty: 3173.765137
	Iteration 28Q: 3 clusters Score -2223812 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2223849.000000 Penalty: 3173.765137
	Iteration 29Q: 3 clusters Score -2223849 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2223899.250000 Penalty: 3173.765137
	Iteration 30Q: 3 clusters Score -2223899 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2223939.250000 Penalty: 3173.765137
	Iteration 31Q: 3 clusters Score -2223939 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2223970.000000 Penalty: 3173.765137
	Iteration 32Q: 3 clusters Score -2223970 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2224008.250000 Penalty: 3173.765137
	Iteration 33Q: 3 clusters Score -2224008 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2224049.750000 Penalty: 3173.765137
	Iteration 34Q: 3 clusters Score -2224050 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2224064.000000 Penalty: 3173.765137
	Iteration 35Q: 3 clusters Score -2224064 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2224090.250000 Penalty: 3173.765137
	Iteration 36Q: 3 clusters Score -2224090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2224111.000000 Penalty: 3173.765137
	Iteration 37Q: 3 clusters Score -2224111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2224122.250000 Penalty: 3173.765137
	Iteration 38Q: 3 clusters Score -2224122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2224132.750000 Penalty: 3173.765137
	Iteration 39Q: 3 clusters Score -2224133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2224143.500000 Penalty: 3173.765137
	Iteration 40F: 3 clusters Score -2224144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2224159.500000 Penalty: 3173.765137
	Iteration 41Q: 3 clusters Score -2224160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2224173.500000 Penalty: 3173.765137
	Iteration 42Q: 3 clusters Score -2224174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2224191.500000 Penalty: 3173.765137
	Iteration 43Q: 3 clusters Score -2224192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2224196.750000 Penalty: 3173.765137
	Iteration 44Q: 3 clusters Score -2224197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2224207.000000 Penalty: 3173.765137
	Iteration 45Q: 3 clusters Score -2224207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2224209.500000 Penalty: 3173.765137
	Iteration 46Q: 3 clusters Score -2224210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2224214.250000 Penalty: 3173.765137
	Iteration 47Q: 3 clusters Score -2224214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2224218.000000 Penalty: 3173.765137
	Iteration 48Q: 3 clusters Score -2224218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2224221.250000 Penalty: 3173.765137
	Iteration 49Q: 3 clusters Score -2224221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2224222.750000 Penalty: 3173.765137
	Iteration 50Q: 3 clusters Score -2224223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2224225.250000 Penalty: 3173.765137
	Iteration 51Q: 3 clusters Score -2224225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2224228.750000 Penalty: 3173.765137
	Iteration 52Q: 3 clusters Score -2224229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2224232.500000 Penalty: 3173.765137
	Iteration 53Q: 3 clusters Score -2224232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2224234.500000 Penalty: 3173.765137
	Iteration 54Q: 3 clusters Score -2224234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2224238.750000 Penalty: 3173.765137
	Iteration 55Q: 3 clusters Score -2224239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2224249.000000 Penalty: 3173.765137
	Iteration 56Q: 3 clusters Score -2224249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2224257.250000 Penalty: 3173.765137
	Iteration 57Q: 3 clusters Score -2224257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2224261.250000 Penalty: 3173.765137
	Iteration 58Q: 3 clusters Score -2224261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2224264.750000 Penalty: 3173.765137
	Iteration 59Q: 3 clusters Score -2224265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2224273.000000 Penalty: 3173.765137
	Iteration 60F: 3 clusters Score -2224273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2224281.500000 Penalty: 3173.765137
	Iteration 61Q: 3 clusters Score -2224282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2224290.000000 Penalty: 3173.765137
	Iteration 62Q: 3 clusters Score -2224290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2224301.750000 Penalty: 3173.765137
	Iteration 63Q: 3 clusters Score -2224302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2224303.500000 Penalty: 3173.765137
	Iteration 64Q: 3 clusters Score -2224304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2224312.250000 Penalty: 3173.765137
	Iteration 65Q: 3 clusters Score -2224312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2224313.250000 Penalty: 3173.765137
	Iteration 66Q: 3 clusters Score -2224313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2224318.500000 Penalty: 3173.765137
	Iteration 67Q: 3 clusters Score -2224318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2224331.000000 Penalty: 3173.765137
	Iteration 68Q: 3 clusters Score -2224331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2224346.500000 Penalty: 3173.765137
	Iteration 69Q: 3 clusters Score -2224346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2224353.250000 Penalty: 3173.765137
	Iteration 70Q: 3 clusters Score -2224353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2224356.750000 Penalty: 3173.765137
	Iteration 71Q: 3 clusters Score -2224357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2224357.000000 Penalty: 3173.765137
	Iteration 72Q: 3 clusters Score -2224357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2224366.250000 Penalty: 3173.765137
	Iteration 73Q: 3 clusters Score -2224366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2224372.500000 Penalty: 3173.765137
	Iteration 74Q: 3 clusters Score -2224372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2224374.750000 Penalty: 3173.765137
	Iteration 75Q: 3 clusters Score -2224375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2224375.000000 Penalty: 3173.765137
	Iteration 76Q: 3 clusters Score -2224375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2224372.750000 Penalty: 3173.765137
	Iteration 77Q: 3 clusters Score -2224373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2224377.750000 Penalty: 3173.765137
	Iteration 78Q: 3 clusters Score -2224378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2224376.250000 Penalty: 3173.765137
	Iteration 79Q: 3 clusters Score -2224376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2224377.000000 Penalty: 3173.765137
	Iteration 80F: 3 clusters Score -2224377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2224379.000000 Penalty: 3173.765137
	Iteration 81Q: 3 clusters Score -2224379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2224382.250000 Penalty: 3173.765137
	Iteration 82Q: 3 clusters Score -2224382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2224381.000000 Penalty: 3173.765137
	Iteration 83Q: 3 clusters Score -2224381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2224378.750000 Penalty: 3173.765137
	Iteration 84Q: 3 clusters Score -2224379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2224382.750000 Penalty: 3173.765137
	Iteration 85Q: 3 clusters Score -2224383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2224383.500000 Penalty: 3173.765137
	Iteration 86Q: 3 clusters Score -2224384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2224382.750000 Penalty: 3173.765137
	Iteration 87Q: 3 clusters Score -2224383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2224381.750000 Penalty: 3173.765137
	Iteration 88Q: 3 clusters Score -2224382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2224383.000000 Penalty: 3173.765137
	Iteration 89Q: 3 clusters Score -2224383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2224385.000000 Penalty: 3173.765137
	Iteration 90Q: 3 clusters Score -2224385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2224384.750000 Penalty: 3173.765137
	Iteration 91Q: 3 clusters Score -2224385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2224385.500000 Penalty: 3173.765137
	Iteration 92Q: 3 clusters Score -2224386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2224385.500000 Penalty: 3173.765137
	Iteration 93F: 3 clusters Score -2224386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Entering Unmasked Estep 
Score: -980210.125000 Penalty: 1455.218384
	Iteration 0F: 2 clusters Score -980210.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -974530.562500 Penalty: 2910.436768
	Iteration 0F: 3 clusters Score -974530.6 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -976400.687500 Penalty: 2910.436768
	Iteration 1F: 3 clusters Score -976400.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -976752.062500 Penalty: 2910.436768
	Iteration 2F: 3 clusters Score -976752.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -977077.562500 Penalty: 2910.436768
	Iteration 3F: 3 clusters Score -977077.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -977366.750000 Penalty: 2910.436768
	Iteration 4F: 3 clusters Score -977366.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -977643.125000 Penalty: 2910.436768
	Iteration 5F: 3 clusters Score -977643.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -977887.875000 Penalty: 2910.436768
	Iteration 6F: 3 clusters Score -977887.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -978099.687500 Penalty: 2910.436768
	Iteration 7Q: 3 clusters Score -978099.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -978263.125000 Penalty: 2910.436768
	Iteration 8Q: 3 clusters Score -978263.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -978389.812500 Penalty: 2910.436768
	Iteration 9Q: 3 clusters Score -978389.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -978503.062500 Penalty: 2910.436768
	Iteration 10Q: 3 clusters Score -978503.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -978593.500000 Penalty: 2910.436768
	Iteration 11Q: 3 clusters Score -978593.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -978687.125000 Penalty: 2910.436768
	Iteration 12Q: 3 clusters Score -978687.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -978739.437500 Penalty: 2910.436768
	Iteration 13Q: 3 clusters Score -978739.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -978794.187500 Penalty: 2910.436768
	Iteration 14Q: 3 clusters Score -978794.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -978830.937500 Penalty: 2910.436768
	Iteration 15Q: 3 clusters Score -978830.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -978868.750000 Penalty: 2910.436768
	Iteration 16Q: 3 clusters Score -978868.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -978889.937500 Penalty: 2910.436768
	Iteration 17Q: 3 clusters Score -978889.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -978910.937500 Penalty: 2910.436768
	Iteration 18Q: 3 clusters Score -978910.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -978927.562500 Penalty: 2910.436768
	Iteration 19Q: 3 clusters Score -978927.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -978937.125000 Penalty: 2910.436768
	Iteration 20F: 3 clusters Score -978937.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -978941.687500 Penalty: 2910.436768
	Iteration 21Q: 3 clusters Score -978941.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -978946.000000 Penalty: 2910.436768
	Iteration 22Q: 3 clusters Score -978946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -978953.187500 Penalty: 2910.436768
	Iteration 23Q: 3 clusters Score -978953.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -978961.250000 Penalty: 2910.436768
	Iteration 24Q: 3 clusters Score -978961.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -978965.187500 Penalty: 2910.436768
	Iteration 25Q: 3 clusters Score -978965.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -978965.500000 Penalty: 2910.436768
	Iteration 26Q: 3 clusters Score -978965.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -978969.312500 Penalty: 2910.436768
	Iteration 27Q: 3 clusters Score -978969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -978973.000000 Penalty: 2910.436768
	Iteration 28Q: 3 clusters Score -978973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -978974.187500 Penalty: 2910.436768
	Iteration 29Q: 3 clusters Score -978974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -978974.687500 Penalty: 2910.436768
	Iteration 30Q: 3 clusters Score -978974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -978975.312500 Penalty: 2910.436768
	Iteration 31Q: 3 clusters Score -978975.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -978980.000000 Penalty: 2910.436768
	Iteration 32Q: 3 clusters Score -978980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -978980.250000 Penalty: 2910.436768
	Iteration 33Q: 3 clusters Score -978980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -978981.062500 Penalty: 2910.436768
	Iteration 34Q: 3 clusters Score -978981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -978981.000000 Penalty: 2910.436768
	Iteration 35Q: 3 clusters Score -978981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -978981.000000 Penalty: 2910.436768
	Iteration 36F: 3 clusters Score -978981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (91043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91043 members 
Entering Unmasked Estep 
Score: -11587976.000000 Penalty: 1855.601685
	Iteration 0F: 2 clusters Score -1.158798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -11528085.000000 Penalty: 3711.203369
	Iteration 0F: 3 clusters Score -1.152808e+07 nChanged 43455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -11553228.000000 Penalty: 3711.203369
	Iteration 1F: 3 clusters Score -1.155323e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -11553840.000000 Penalty: 3711.203369
	Iteration 2Q: 3 clusters Score -1.155384e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -11554612.000000 Penalty: 3711.203369
	Iteration 3Q: 3 clusters Score -1.155461e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -11555803.000000 Penalty: 3711.203369
	Iteration 4Q: 3 clusters Score -1.15558e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -11557457.000000 Penalty: 3711.203369
	Iteration 5Q: 3 clusters Score -1.155746e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -11560305.000000 Penalty: 3711.203369
	Iteration 6F: 3 clusters Score -1.15603e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -11564594.000000 Penalty: 3711.203369
	Iteration 7F: 3 clusters Score -1.156459e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -11570149.000000 Penalty: 3711.203369
	Iteration 8F: 3 clusters Score -1.157015e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -11574811.000000 Penalty: 3711.203369
	Iteration 9F: 3 clusters Score -1.157481e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -11577553.000000 Penalty: 3711.203369
	Iteration 10F: 3 clusters Score -1.157755e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -11578700.000000 Penalty: 3711.203369
	Iteration 11Q: 3 clusters Score -1.15787e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -11579137.000000 Penalty: 3711.203369
	Iteration 12Q: 3 clusters Score -1.157914e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -11579504.000000 Penalty: 3711.203369
	Iteration 13Q: 3 clusters Score -1.15795e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -11579772.000000 Penalty: 3711.203369
	Iteration 14Q: 3 clusters Score -1.157977e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -11579966.000000 Penalty: 3711.203369
	Iteration 15Q: 3 clusters Score -1.157997e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -11580106.000000 Penalty: 3711.203369
	Iteration 16Q: 3 clusters Score -1.158011e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -11580265.000000 Penalty: 3711.203369
	Iteration 17Q: 3 clusters Score -1.158026e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -11580358.000000 Penalty: 3711.203369
	Iteration 18Q: 3 clusters Score -1.158036e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -11580463.000000 Penalty: 3711.203369
	Iteration 19Q: 3 clusters Score -1.158046e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -11580520.000000 Penalty: 3711.203369
	Iteration 20F: 3 clusters Score -1.158052e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -11580555.000000 Penalty: 3711.203369
	Iteration 21Q: 3 clusters Score -1.158056e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -11580652.000000 Penalty: 3711.203369
	Iteration 22Q: 3 clusters Score -1.158065e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -11580714.000000 Penalty: 3711.203369
	Iteration 23Q: 3 clusters Score -1.158071e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -11580750.000000 Penalty: 3711.203369
	Iteration 24Q: 3 clusters Score -1.158075e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -11580784.000000 Penalty: 3711.203369
	Iteration 25Q: 3 clusters Score -1.158078e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -11580813.000000 Penalty: 3711.203369
	Iteration 26Q: 3 clusters Score -1.158081e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -11580824.000000 Penalty: 3711.203369
	Iteration 27Q: 3 clusters Score -1.158082e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -11580887.000000 Penalty: 3711.203369
	Iteration 28Q: 3 clusters Score -1.158089e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -11580953.000000 Penalty: 3711.203369
	Iteration 29Q: 3 clusters Score -1.158095e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -11580979.000000 Penalty: 3711.203369
	Iteration 30Q: 3 clusters Score -1.158098e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -11580991.000000 Penalty: 3711.203369
	Iteration 31Q: 3 clusters Score -1.158099e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -11580993.000000 Penalty: 3711.203369
	Iteration 32Q: 3 clusters Score -1.158099e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -11581017.000000 Penalty: 3711.203369
	Iteration 33Q: 3 clusters Score -1.158102e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -11581029.000000 Penalty: 3711.203369
	Iteration 34Q: 3 clusters Score -1.158103e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -11581051.000000 Penalty: 3711.203369
	Iteration 35Q: 3 clusters Score -1.158105e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -11581082.000000 Penalty: 3711.203369
	Iteration 36Q: 3 clusters Score -1.158108e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -11581109.000000 Penalty: 3711.203369
	Iteration 37Q: 3 clusters Score -1.158111e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -11581132.000000 Penalty: 3711.203369
	Iteration 38Q: 3 clusters Score -1.158113e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -11581181.000000 Penalty: 3711.203369
	Iteration 39Q: 3 clusters Score -1.158118e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -11581226.000000 Penalty: 3711.203369
	Iteration 40F: 3 clusters Score -1.158123e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -11581266.000000 Penalty: 3711.203369
	Iteration 41Q: 3 clusters Score -1.158127e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -11581316.000000 Penalty: 3711.203369
	Iteration 42Q: 3 clusters Score -1.158132e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -11581394.000000 Penalty: 3711.203369
	Iteration 43Q: 3 clusters Score -1.158139e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -11581442.000000 Penalty: 3711.203369
	Iteration 44Q: 3 clusters Score -1.158144e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -11581523.000000 Penalty: 3711.203369
	Iteration 45Q: 3 clusters Score -1.158152e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -11581650.000000 Penalty: 3711.203369
	Iteration 46Q: 3 clusters Score -1.158165e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -11581788.000000 Penalty: 3711.203369
	Iteration 47Q: 3 clusters Score -1.158179e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -11581941.000000 Penalty: 3711.203369
	Iteration 48Q: 3 clusters Score -1.158194e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -11582051.000000 Penalty: 3711.203369
	Iteration 49Q: 3 clusters Score -1.158205e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -11582148.000000 Penalty: 3711.203369
	Iteration 50Q: 3 clusters Score -1.158215e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -11582306.000000 Penalty: 3711.203369
	Iteration 51Q: 3 clusters Score -1.158231e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -11582476.000000 Penalty: 3711.203369
	Iteration 52Q: 3 clusters Score -1.158248e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -11582668.000000 Penalty: 3711.203369
	Iteration 53Q: 3 clusters Score -1.158267e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -11582857.000000 Penalty: 3711.203369
	Iteration 54Q: 3 clusters Score -1.158286e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -11583068.000000 Penalty: 3711.203369
	Iteration 55Q: 3 clusters Score -1.158307e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61284 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -11583227.000000 Penalty: 3711.203369
	Iteration 56Q: 3 clusters Score -1.158323e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -11583417.000000 Penalty: 3711.203369
	Iteration 57Q: 3 clusters Score -1.158342e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -11583586.000000 Penalty: 3711.203369
	Iteration 58Q: 3 clusters Score -1.158359e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -11583693.000000 Penalty: 3711.203369
	Iteration 59Q: 3 clusters Score -1.158369e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -11583794.000000 Penalty: 3711.203369
	Iteration 60F: 3 clusters Score -1.158379e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -11583936.000000 Penalty: 3711.203369
	Iteration 61Q: 3 clusters Score -1.158394e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66243 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -11584031.000000 Penalty: 3711.203369
	Iteration 62Q: 3 clusters Score -1.158403e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -11584155.000000 Penalty: 3711.203369
	Iteration 63Q: 3 clusters Score -1.158416e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -11584270.000000 Penalty: 3711.203369
	Iteration 64Q: 3 clusters Score -1.158427e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68559 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -11584362.000000 Penalty: 3711.203369
	Iteration 65Q: 3 clusters Score -1.158436e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -11584470.000000 Penalty: 3711.203369
	Iteration 66Q: 3 clusters Score -1.158447e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69895 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -11584570.000000 Penalty: 3711.203369
	Iteration 67Q: 3 clusters Score -1.158457e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -11584618.000000 Penalty: 3711.203369
	Iteration 68Q: 3 clusters Score -1.158462e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -11584682.000000 Penalty: 3711.203369
	Iteration 69Q: 3 clusters Score -1.158468e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -11584726.000000 Penalty: 3711.203369
	Iteration 70Q: 3 clusters Score -1.158473e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72282 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -11584824.000000 Penalty: 3711.203369
	Iteration 71Q: 3 clusters Score -1.158482e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -11584853.000000 Penalty: 3711.203369
	Iteration 72Q: 3 clusters Score -1.158485e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -11584876.000000 Penalty: 3711.203369
	Iteration 73Q: 3 clusters Score -1.158488e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -11584946.000000 Penalty: 3711.203369
	Iteration 74Q: 3 clusters Score -1.158495e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74185 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -11584962.000000 Penalty: 3711.203369
	Iteration 75Q: 3 clusters Score -1.158496e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -11585020.000000 Penalty: 3711.203369
	Iteration 76Q: 3 clusters Score -1.158502e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -11585008.000000 Penalty: 3711.203369
	Iteration 77Q: 3 clusters Score -1.158501e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75480 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -11585056.000000 Penalty: 3711.203369
	Iteration 78Q: 3 clusters Score -1.158506e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75905 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -11585078.000000 Penalty: 3711.203369
	Iteration 79Q: 3 clusters Score -1.158508e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -11585125.000000 Penalty: 3711.203369
	Iteration 80F: 3 clusters Score -1.158512e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -11585160.000000 Penalty: 3711.203369
	Iteration 81Q: 3 clusters Score -1.158516e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -11585175.000000 Penalty: 3711.203369
	Iteration 82Q: 3 clusters Score -1.158518e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -11585230.000000 Penalty: 3711.203369
	Iteration 83Q: 3 clusters Score -1.158523e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -11585255.000000 Penalty: 3711.203369
	Iteration 84Q: 3 clusters Score -1.158526e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -11585321.000000 Penalty: 3711.203369
	Iteration 85Q: 3 clusters Score -1.158532e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78529 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -11585330.000000 Penalty: 3711.203369
	Iteration 86Q: 3 clusters Score -1.158533e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78859 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -11585321.000000 Penalty: 3711.203369
	Iteration 87Q: 3 clusters Score -1.158532e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -11585350.000000 Penalty: 3711.203369
	Iteration 88Q: 3 clusters Score -1.158535e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -11585363.000000 Penalty: 3711.203369
	Iteration 89Q: 3 clusters Score -1.158536e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -11585395.000000 Penalty: 3711.203369
	Iteration 90Q: 3 clusters Score -1.15854e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80151 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -11585440.000000 Penalty: 3711.203369
	Iteration 91Q: 3 clusters Score -1.158544e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80472 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -11585420.000000 Penalty: 3711.203369
	Iteration 92Q: 3 clusters Score -1.158542e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -11585486.000000 Penalty: 3711.203369
	Iteration 93Q: 3 clusters Score -1.158549e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81085 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -11585482.000000 Penalty: 3711.203369
	Iteration 94Q: 3 clusters Score -1.158548e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81338 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -11585470.000000 Penalty: 3711.203369
	Iteration 95Q: 3 clusters Score -1.158547e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81600 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -11585445.000000 Penalty: 3711.203369
	Iteration 96Q: 3 clusters Score -1.158544e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -11585491.000000 Penalty: 3711.203369
	Iteration 97Q: 3 clusters Score -1.158549e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -11585525.000000 Penalty: 3711.203369
	Iteration 98Q: 3 clusters Score -1.158552e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -11585541.000000 Penalty: 3711.203369
	Iteration 99Q: 3 clusters Score -1.158554e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -11585530.000000 Penalty: 3711.203369
	Iteration 100F: 3 clusters Score -1.158553e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -11585555.000000 Penalty: 3711.203369
	Iteration 101Q: 3 clusters Score -1.158556e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -11585567.000000 Penalty: 3711.203369
	Iteration 102Q: 3 clusters Score -1.158557e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83107 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -11585570.000000 Penalty: 3711.203369
	Iteration 103Q: 3 clusters Score -1.158557e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83330 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -11585587.000000 Penalty: 3711.203369
	Iteration 104Q: 3 clusters Score -1.158559e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -11585654.000000 Penalty: 3711.203369
	Iteration 105Q: 3 clusters Score -1.158565e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -11585679.000000 Penalty: 3711.203369
	Iteration 106Q: 3 clusters Score -1.158568e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84057 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -11585725.000000 Penalty: 3711.203369
	Iteration 107Q: 3 clusters Score -1.158572e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84301 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -11585777.000000 Penalty: 3711.203369
	Iteration 108Q: 3 clusters Score -1.158578e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84541 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -11585816.000000 Penalty: 3711.203369
	Iteration 109Q: 3 clusters Score -1.158582e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84781 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -11585872.000000 Penalty: 3711.203369
	Iteration 110Q: 3 clusters Score -1.158587e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85015 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -11585860.000000 Penalty: 3711.203369
	Iteration 111Q: 3 clusters Score -1.158586e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85250 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -11585867.000000 Penalty: 3711.203369
	Iteration 112Q: 3 clusters Score -1.158587e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85495 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -11585915.000000 Penalty: 3711.203369
	Iteration 113Q: 3 clusters Score -1.158592e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85725 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -11585932.000000 Penalty: 3711.203369
	Iteration 114Q: 3 clusters Score -1.158593e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85939 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -11585968.000000 Penalty: 3711.203369
	Iteration 115Q: 3 clusters Score -1.158597e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86147 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -11585976.000000 Penalty: 3711.203369
	Iteration 116Q: 3 clusters Score -1.158598e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -11585961.000000 Penalty: 3711.203369
	Iteration 117Q: 3 clusters Score -1.158596e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86479 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -11585986.000000 Penalty: 3711.203369
	Iteration 118Q: 3 clusters Score -1.158599e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -11585975.000000 Penalty: 3711.203369
	Iteration 119Q: 3 clusters Score -1.158598e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86792 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -11586027.000000 Penalty: 3711.203369
	Iteration 120F: 3 clusters Score -1.158603e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -11586037.000000 Penalty: 3711.203369
	Iteration 121Q: 3 clusters Score -1.158604e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -11586056.000000 Penalty: 3711.203369
	Iteration 122Q: 3 clusters Score -1.158606e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -11586070.000000 Penalty: 3711.203369
	Iteration 123Q: 3 clusters Score -1.158607e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87301 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -11586088.000000 Penalty: 3711.203369
	Iteration 124Q: 3 clusters Score -1.158609e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -11586093.000000 Penalty: 3711.203369
	Iteration 125Q: 3 clusters Score -1.158609e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87515 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -11586105.000000 Penalty: 3711.203369
	Iteration 126Q: 3 clusters Score -1.15861e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87629 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -11586116.000000 Penalty: 3711.203369
	Iteration 127Q: 3 clusters Score -1.158612e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87738 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -11586129.000000 Penalty: 3711.203369
	Iteration 128Q: 3 clusters Score -1.158613e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87824 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -11586126.000000 Penalty: 3711.203369
	Iteration 129Q: 3 clusters Score -1.158613e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87910 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -11586133.000000 Penalty: 3711.203369
	Iteration 130Q: 3 clusters Score -1.158613e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87993 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -11586139.000000 Penalty: 3711.203369
	Iteration 131Q: 3 clusters Score -1.158614e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88072 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -11586132.000000 Penalty: 3711.203369
	Iteration 132Q: 3 clusters Score -1.158613e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -11586116.000000 Penalty: 3711.203369
	Iteration 133Q: 3 clusters Score -1.158612e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88201 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -11586122.000000 Penalty: 3711.203369
	Iteration 134Q: 3 clusters Score -1.158612e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88267 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -11586134.000000 Penalty: 3711.203369
	Iteration 135Q: 3 clusters Score -1.158613e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88336 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -11586130.000000 Penalty: 3711.203369
	Iteration 136Q: 3 clusters Score -1.158613e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88394 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -11586120.000000 Penalty: 3711.203369
	Iteration 137Q: 3 clusters Score -1.158612e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88457 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -11586129.000000 Penalty: 3711.203369
	Iteration 138Q: 3 clusters Score -1.158613e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88510 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -11586162.000000 Penalty: 3711.203369
	Iteration 139Q: 3 clusters Score -1.158616e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -11586155.000000 Penalty: 3711.203369
	Iteration 140F: 3 clusters Score -1.158616e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -11586165.000000 Penalty: 3711.203369
	Iteration 141Q: 3 clusters Score -1.158616e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88696 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -11586171.000000 Penalty: 3711.203369
	Iteration 142Q: 3 clusters Score -1.158617e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -11586184.000000 Penalty: 3711.203369
	Iteration 143Q: 3 clusters Score -1.158618e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -11586207.000000 Penalty: 3711.203369
	Iteration 144Q: 3 clusters Score -1.158621e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88916 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -11586196.000000 Penalty: 3711.203369
	Iteration 145Q: 3 clusters Score -1.15862e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -11586218.000000 Penalty: 3711.203369
	Iteration 146Q: 3 clusters Score -1.158622e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -11586240.000000 Penalty: 3711.203369
	Iteration 147Q: 3 clusters Score -1.158624e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -11586259.000000 Penalty: 3711.203369
	Iteration 148Q: 3 clusters Score -1.158626e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89181 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -11586294.000000 Penalty: 3711.203369
	Iteration 149Q: 3 clusters Score -1.158629e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89238 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -11586303.000000 Penalty: 3711.203369
	Iteration 150Q: 3 clusters Score -1.15863e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -11586319.000000 Penalty: 3711.203369
	Iteration 151Q: 3 clusters Score -1.158632e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -11586317.000000 Penalty: 3711.203369
	Iteration 152Q: 3 clusters Score -1.158632e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -11586315.000000 Penalty: 3711.203369
	Iteration 153Q: 3 clusters Score -1.158632e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -11586342.000000 Penalty: 3711.203369
	Iteration 154Q: 3 clusters Score -1.158634e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -11586369.000000 Penalty: 3711.203369
	Iteration 155Q: 3 clusters Score -1.158637e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -11586382.000000 Penalty: 3711.203369
	Iteration 156Q: 3 clusters Score -1.158638e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89598 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11586390.000000 Penalty: 3711.203369
	Iteration 157Q: 3 clusters Score -1.158639e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -11586414.000000 Penalty: 3711.203369
	Iteration 158Q: 3 clusters Score -1.158641e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -11586414.000000 Penalty: 3711.203369
	Iteration 159Q: 3 clusters Score -1.158641e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89709 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -11586423.000000 Penalty: 3711.203369
	Iteration 160F: 3 clusters Score -1.158642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89733 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -11586408.000000 Penalty: 3711.203369
	Iteration 161Q: 3 clusters Score -1.158641e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89748 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11586425.000000 Penalty: 3711.203369
	Iteration 162Q: 3 clusters Score -1.158642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89763 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -11586434.000000 Penalty: 3711.203369
	Iteration 163Q: 3 clusters Score -1.158643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89776 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -11586440.000000 Penalty: 3711.203369
	Iteration 164Q: 3 clusters Score -1.158644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -11586437.000000 Penalty: 3711.203369
	Iteration 165Q: 3 clusters Score -1.158644e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -11586432.000000 Penalty: 3711.203369
	Iteration 166Q: 3 clusters Score -1.158643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -11586440.000000 Penalty: 3711.203369
	Iteration 167Q: 3 clusters Score -1.158644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89847 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11586436.000000 Penalty: 3711.203369
	Iteration 168Q: 3 clusters Score -1.158644e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89865 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -11586436.000000 Penalty: 3711.203369
	Iteration 169Q: 3 clusters Score -1.158644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89879 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -11586450.000000 Penalty: 3711.203369
	Iteration 170Q: 3 clusters Score -1.158645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -11586447.000000 Penalty: 3711.203369
	Iteration 171Q: 3 clusters Score -1.158645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89905 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -11586449.000000 Penalty: 3711.203369
	Iteration 172Q: 3 clusters Score -1.158645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -11586460.000000 Penalty: 3711.203369
	Iteration 173Q: 3 clusters Score -1.158646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -11586461.000000 Penalty: 3711.203369
	Iteration 174Q: 3 clusters Score -1.158646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89942 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -11586470.000000 Penalty: 3711.203369
	Iteration 175Q: 3 clusters Score -1.158647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89954 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -11586468.000000 Penalty: 3711.203369
	Iteration 176Q: 3 clusters Score -1.158647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -11586472.000000 Penalty: 3711.203369
	Iteration 177Q: 3 clusters Score -1.158647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11586481.000000 Penalty: 3711.203369
	Iteration 178Q: 3 clusters Score -1.158648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11586488.000000 Penalty: 3711.203369
	Iteration 179Q: 3 clusters Score -1.158649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89987 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -11586483.000000 Penalty: 3711.203369
	Iteration 180F: 3 clusters Score -1.158648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89997 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11586475.000000 Penalty: 3711.203369
	Iteration 181Q: 3 clusters Score -1.158648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11586482.000000 Penalty: 3711.203369
	Iteration 182Q: 3 clusters Score -1.158648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11586493.000000 Penalty: 3711.203369
	Iteration 183Q: 3 clusters Score -1.158649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -11586490.000000 Penalty: 3711.203369
	Iteration 184Q: 3 clusters Score -1.158649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -11586495.000000 Penalty: 3711.203369
	Iteration 185Q: 3 clusters Score -1.15865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90047 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11586492.000000 Penalty: 3711.203369
	Iteration 186Q: 3 clusters Score -1.158649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90052 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -11586489.000000 Penalty: 3711.203369
	Iteration 187Q: 3 clusters Score -1.158649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -11586487.000000 Penalty: 3711.203369
	Iteration 188Q: 3 clusters Score -1.158649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11586490.000000 Penalty: 3711.203369
	Iteration 189Q: 3 clusters Score -1.158649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11586492.000000 Penalty: 3711.203369
	Iteration 190Q: 3 clusters Score -1.158649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90088 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11586487.000000 Penalty: 3711.203369
	Iteration 191Q: 3 clusters Score -1.158649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90096 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -11586480.000000 Penalty: 3711.203369
	Iteration 192Q: 3 clusters Score -1.158648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90103 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -11586492.000000 Penalty: 3711.203369
	Iteration 193Q: 3 clusters Score -1.158649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90109 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -11586488.000000 Penalty: 3711.203369
	Iteration 194Q: 3 clusters Score -1.158649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11586489.000000 Penalty: 3711.203369
	Iteration 195Q: 3 clusters Score -1.158649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11586488.000000 Penalty: 3711.203369
	Iteration 196Q: 3 clusters Score -1.158649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90117 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -11586481.000000 Penalty: 3711.203369
	Iteration 197Q: 3 clusters Score -1.158648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90119 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -11586486.000000 Penalty: 3711.203369
	Iteration 198Q: 3 clusters Score -1.158649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -11586487.000000 Penalty: 3711.203369
	Iteration 199Q: 3 clusters Score -1.158649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90122 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11586488.000000 Penalty: 3711.203369
	Iteration 200F: 3 clusters Score -1.158649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90126 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11586490.000000 Penalty: 3711.203369
	Iteration 201Q: 3 clusters Score -1.158649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11586492.000000 Penalty: 3711.203369
	Iteration 202Q: 3 clusters Score -1.158649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -11586486.000000 Penalty: 3711.203369
	Iteration 203Q: 3 clusters Score -1.158649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -11586489.000000 Penalty: 3711.203369
	Iteration 204Q: 3 clusters Score -1.158649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11586497.000000 Penalty: 3711.203369
	Iteration 205Q: 3 clusters Score -1.15865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90141 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -11586503.000000 Penalty: 3711.203369
	Iteration 206Q: 3 clusters Score -1.15865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11586501.000000 Penalty: 3711.203369
	Iteration 207Q: 3 clusters Score -1.15865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -11586502.000000 Penalty: 3711.203369
	Iteration 208Q: 3 clusters Score -1.15865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90145 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -11586503.000000 Penalty: 3711.203369
	Iteration 209Q: 3 clusters Score -1.15865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -11586504.000000 Penalty: 3711.203369
	Iteration 210Q: 3 clusters Score -1.15865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90149 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -11586503.000000 Penalty: 3711.203369
	Iteration 211Q: 3 clusters Score -1.15865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90151 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -11586492.000000 Penalty: 3711.203369
	Iteration 212Q: 3 clusters Score -1.158649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -11586489.000000 Penalty: 3711.203369
	Iteration 213Q: 3 clusters Score -1.158649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -11586496.000000 Penalty: 3711.203369
	Iteration 214Q: 3 clusters Score -1.15865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11586495.000000 Penalty: 3711.203369
	Iteration 215Q: 3 clusters Score -1.15865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -11586498.000000 Penalty: 3711.203369
	Iteration 216Q: 3 clusters Score -1.15865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -11586498.000000 Penalty: 3711.203369
	Iteration 217F: 3 clusters Score -1.15865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Entering Unmasked Estep 
Score: -926765.062500 Penalty: 1452.255249
	Iteration 0F: 2 clusters Score -926765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -921147.812500 Penalty: 2904.510498
	Iteration 0F: 3 clusters Score -921147.8 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -922932.562500 Penalty: 2904.510498
	Iteration 1F: 3 clusters Score -922932.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -923151.062500 Penalty: 2904.510498
	Iteration 2F: 3 clusters Score -923151.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -923296.500000 Penalty: 2904.510498
	Iteration 3Q: 3 clusters Score -923296.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -923409.812500 Penalty: 2904.510498
	Iteration 4Q: 3 clusters Score -923409.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -923508.562500 Penalty: 2904.510498
	Iteration 5Q: 3 clusters Score -923508.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -923614.375000 Penalty: 2904.510498
	Iteration 6Q: 3 clusters Score -923614.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -923727.812500 Penalty: 2904.510498
	Iteration 7Q: 3 clusters Score -923727.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -923878.375000 Penalty: 2904.510498
	Iteration 8Q: 3 clusters Score -923878.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -924070.000000 Penalty: 2904.510498
	Iteration 9Q: 3 clusters Score -924070 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -924314.125000 Penalty: 2904.510498
	Iteration 10Q: 3 clusters Score -924314.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -924613.437500 Penalty: 2904.510498
	Iteration 11Q: 3 clusters Score -924613.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -924935.812500 Penalty: 2904.510498
	Iteration 12Q: 3 clusters Score -924935.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -925252.312500 Penalty: 2904.510498
	Iteration 13Q: 3 clusters Score -925252.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -925535.875000 Penalty: 2904.510498
	Iteration 14Q: 3 clusters Score -925535.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -925753.125000 Penalty: 2904.510498
	Iteration 15Q: 3 clusters Score -925753.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -925896.812500 Penalty: 2904.510498
	Iteration 16Q: 3 clusters Score -925896.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -926011.500000 Penalty: 2904.510498
	Iteration 17Q: 3 clusters Score -926011.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -926104.875000 Penalty: 2904.510498
	Iteration 18Q: 3 clusters Score -926104.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -926165.000000 Penalty: 2904.510498
	Iteration 19Q: 3 clusters Score -926165 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -926195.062500 Penalty: 2904.510498
	Iteration 20F: 3 clusters Score -926195.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -926214.562500 Penalty: 2904.510498
	Iteration 21Q: 3 clusters Score -926214.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -926223.062500 Penalty: 2904.510498
	Iteration 22Q: 3 clusters Score -926223.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -926226.437500 Penalty: 2904.510498
	Iteration 23Q: 3 clusters Score -926226.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -926228.500000 Penalty: 2904.510498
	Iteration 24Q: 3 clusters Score -926228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -926229.250000 Penalty: 2904.510498
	Iteration 25Q: 3 clusters Score -926229.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -926229.250000 Penalty: 2904.510498
	Iteration 26F: 3 clusters Score -926229.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Entering Unmasked Estep 
Score: -495186.343750 Penalty: 1367.391602
	Iteration 0F: 2 clusters Score -495186.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -491492.718750 Penalty: 2734.783203
	Iteration 0F: 3 clusters Score -491492.7 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -492606.812500 Penalty: 2734.783203
	Iteration 1F: 3 clusters Score -492606.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -492946.625000 Penalty: 2734.783203
	Iteration 2F: 3 clusters Score -492946.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -493334.468750 Penalty: 2734.783203
	Iteration 3F: 3 clusters Score -493334.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -493708.968750 Penalty: 2734.783203
	Iteration 4F: 3 clusters Score -493709 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -494058.375000 Penalty: 2734.783203
	Iteration 5F: 3 clusters Score -494058.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -494318.562500 Penalty: 2734.783203
	Iteration 6F: 3 clusters Score -494318.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -494502.875000 Penalty: 2734.783203
	Iteration 7F: 3 clusters Score -494502.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -494604.562500 Penalty: 2734.783203
	Iteration 8Q: 3 clusters Score -494604.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -494698.937500 Penalty: 2734.783203
	Iteration 9Q: 3 clusters Score -494698.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -494771.281250 Penalty: 2734.783203
	Iteration 10Q: 3 clusters Score -494771.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -494819.375000 Penalty: 2734.783203
	Iteration 11Q: 3 clusters Score -494819.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -494844.343750 Penalty: 2734.783203
	Iteration 12Q: 3 clusters Score -494844.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -494863.062500 Penalty: 2734.783203
	Iteration 13Q: 3 clusters Score -494863.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -494874.906250 Penalty: 2734.783203
	Iteration 14Q: 3 clusters Score -494874.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -494883.312500 Penalty: 2734.783203
	Iteration 15Q: 3 clusters Score -494883.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -494888.906250 Penalty: 2734.783203
	Iteration 16Q: 3 clusters Score -494888.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -494891.843750 Penalty: 2734.783203
	Iteration 17Q: 3 clusters Score -494891.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -494893.687500 Penalty: 2734.783203
	Iteration 18Q: 3 clusters Score -494893.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -494897.593750 Penalty: 2734.783203
	Iteration 19Q: 3 clusters Score -494897.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -494900.031250 Penalty: 2734.783203
	Iteration 20F: 3 clusters Score -494900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -494902.812500 Penalty: 2734.783203
	Iteration 21Q: 3 clusters Score -494902.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -494903.562500 Penalty: 2734.783203
	Iteration 22Q: 3 clusters Score -494903.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -494903.937500 Penalty: 2734.783203
	Iteration 23Q: 3 clusters Score -494903.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -494905.000000 Penalty: 2734.783203
	Iteration 24Q: 3 clusters Score -494905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -494905.812500 Penalty: 2734.783203
	Iteration 25Q: 3 clusters Score -494905.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -494906.718750 Penalty: 2734.783203
	Iteration 26Q: 3 clusters Score -494906.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -494907.468750 Penalty: 2734.783203
	Iteration 27Q: 3 clusters Score -494907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -494907.968750 Penalty: 2734.783203
	Iteration 28Q: 3 clusters Score -494908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -494908.343750 Penalty: 2734.783203
	Iteration 29Q: 3 clusters Score -494908.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -494908.343750 Penalty: 2734.783203
	Iteration 30F: 3 clusters Score -494908.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Entering Unmasked Estep 
Score: -478651.343750 Penalty: 1339.960327
	Iteration 0F: 2 clusters Score -478651.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -475438.125000 Penalty: 2679.920654
	Iteration 0F: 3 clusters Score -475438.1 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -476233.187500 Penalty: 2679.920654
	Iteration 1F: 3 clusters Score -476233.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -476395.156250 Penalty: 2679.920654
	Iteration 2F: 3 clusters Score -476395.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -476517.875000 Penalty: 2679.920654
	Iteration 3F: 3 clusters Score -476517.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -476674.375000 Penalty: 2679.920654
	Iteration 4F: 3 clusters Score -476674.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -476877.875000 Penalty: 2679.920654
	Iteration 5F: 3 clusters Score -476877.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -477085.718750 Penalty: 2679.920654
	Iteration 6F: 3 clusters Score -477085.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -477303.656250 Penalty: 2679.920654
	Iteration 7F: 3 clusters Score -477303.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -477475.031250 Penalty: 2679.920654
	Iteration 8F: 3 clusters Score -477475 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -477592.593750 Penalty: 2679.920654
	Iteration 9Q: 3 clusters Score -477592.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -477678.093750 Penalty: 2679.920654
	Iteration 10Q: 3 clusters Score -477678.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -477721.968750 Penalty: 2679.920654
	Iteration 11Q: 3 clusters Score -477722 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -477751.687500 Penalty: 2679.920654
	Iteration 12Q: 3 clusters Score -477751.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -477764.843750 Penalty: 2679.920654
	Iteration 13Q: 3 clusters Score -477764.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -477768.875000 Penalty: 2679.920654
	Iteration 14Q: 3 clusters Score -477768.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -477770.656250 Penalty: 2679.920654
	Iteration 15Q: 3 clusters Score -477770.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -477771.906250 Penalty: 2679.920654
	Iteration 16Q: 3 clusters Score -477771.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -477773.718750 Penalty: 2679.920654
	Iteration 17Q: 3 clusters Score -477773.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -477775.218750 Penalty: 2679.920654
	Iteration 18Q: 3 clusters Score -477775.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -477777.562500 Penalty: 2679.920654
	Iteration 19Q: 3 clusters Score -477777.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -477778.625000 Penalty: 2679.920654
	Iteration 20F: 3 clusters Score -477778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -477779.125000 Penalty: 2679.920654
	Iteration 21Q: 3 clusters Score -477779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -477780.343750 Penalty: 2679.920654
	Iteration 22Q: 3 clusters Score -477780.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -477781.500000 Penalty: 2679.920654
	Iteration 23Q: 3 clusters Score -477781.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -477782.500000 Penalty: 2679.920654
	Iteration 24Q: 3 clusters Score -477782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -477785.437500 Penalty: 2679.920654
	Iteration 25Q: 3 clusters Score -477785.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -477786.812500 Penalty: 2679.920654
	Iteration 26Q: 3 clusters Score -477786.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -477787.750000 Penalty: 2679.920654
	Iteration 27Q: 3 clusters Score -477787.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -477789.062500 Penalty: 2679.920654
	Iteration 28Q: 3 clusters Score -477789.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -477788.531250 Penalty: 2679.920654
	Iteration 29Q: 3 clusters Score -477788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -477789.093750 Penalty: 2679.920654
	Iteration 30Q: 3 clusters Score -477789.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -477789.781250 Penalty: 2679.920654
	Iteration 31Q: 3 clusters Score -477789.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -477790.187500 Penalty: 2679.920654
	Iteration 32Q: 3 clusters Score -477790.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -477790.187500 Penalty: 2679.920654
	Iteration 33F: 3 clusters Score -477790.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Entering Unmasked Estep 
Score: -9849244.000000 Penalty: 1840.957031
	Iteration 0F: 2 clusters Score -9849244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -9793783.000000 Penalty: 3681.914062
	Iteration 0F: 3 clusters Score -9793783 nChanged 39645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -9818076.000000 Penalty: 3681.914062
	Iteration 1F: 3 clusters Score -9818076 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -9820715.000000 Penalty: 3681.914062
	Iteration 2F: 3 clusters Score -9820715 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -9824318.000000 Penalty: 3681.914062
	Iteration 3F: 3 clusters Score -9824318 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -9829110.000000 Penalty: 3681.914062
	Iteration 4F: 3 clusters Score -9829110 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 66250 members 
Entering Unmasked Estep 
Score: -9834506.000000 Penalty: 3681.914062
	Iteration 5F: 3 clusters Score -9834506 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -9839342.000000 Penalty: 3681.914062
	Iteration 6F: 3 clusters Score -9839342 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 75512 members 
Entering Unmasked Estep 
Score: -9842916.000000 Penalty: 3681.914062
	Iteration 7Q: 3 clusters Score -9842916 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 78214 members 
Entering Unmasked Estep 
Score: -9845026.000000 Penalty: 3681.914062
	Iteration 8Q: 3 clusters Score -9845026 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 79858 members 
Entering Unmasked Estep 
Score: -9846276.000000 Penalty: 3681.914062
	Iteration 9Q: 3 clusters Score -9846276 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -9847029.000000 Penalty: 3681.914062
	Iteration 10Q: 3 clusters Score -9847029 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -9847498.000000 Penalty: 3681.914062
	Iteration 11Q: 3 clusters Score -9847498 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 81683 members 
Entering Unmasked Estep 
Score: -9847766.000000 Penalty: 3681.914062
	Iteration 12Q: 3 clusters Score -9847766 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -9847913.000000 Penalty: 3681.914062
	Iteration 13Q: 3 clusters Score -9847913 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 81935 members 
Entering Unmasked Estep 
Score: -9848001.000000 Penalty: 3681.914062
	Iteration 14Q: 3 clusters Score -9848001 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 81977 members 
Entering Unmasked Estep 
Score: -9848078.000000 Penalty: 3681.914062
	Iteration 15Q: 3 clusters Score -9848078 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -9848148.000000 Penalty: 3681.914062
	Iteration 16Q: 3 clusters Score -9848148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -9848187.000000 Penalty: 3681.914062
	Iteration 17Q: 3 clusters Score -9848187 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -9848203.000000 Penalty: 3681.914062
	Iteration 18Q: 3 clusters Score -9848203 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -9848226.000000 Penalty: 3681.914062
	Iteration 19Q: 3 clusters Score -9848226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 82073 members 
Entering Unmasked Estep 
Score: -9848239.000000 Penalty: 3681.914062
	Iteration 20F: 3 clusters Score -9848239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 82073 members 
Entering Unmasked Estep 
Score: -9848243.000000 Penalty: 3681.914062
	Iteration 21Q: 3 clusters Score -9848243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 82072 members 
Entering Unmasked Estep 
Score: -9848265.000000 Penalty: 3681.914062
	Iteration 22Q: 3 clusters Score -9848265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -9848273.000000 Penalty: 3681.914062
	Iteration 23Q: 3 clusters Score -9848273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 82060 members 
Entering Unmasked Estep 
Score: -9848289.000000 Penalty: 3681.914062
	Iteration 24Q: 3 clusters Score -9848289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -9848288.000000 Penalty: 3681.914062
	Iteration 25Q: 3 clusters Score -9848288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -9848285.000000 Penalty: 3681.914062
	Iteration 26Q: 3 clusters Score -9848285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -9848293.000000 Penalty: 3681.914062
	Iteration 27Q: 3 clusters Score -9848293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 82061 members 
Entering Unmasked Estep 
Score: -9848294.000000 Penalty: 3681.914062
	Iteration 28Q: 3 clusters Score -9848294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 82059 members 
Entering Unmasked Estep 
Score: -9848308.000000 Penalty: 3681.914062
	Iteration 29Q: 3 clusters Score -9848308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -9848312.000000 Penalty: 3681.914062
	Iteration 30Q: 3 clusters Score -9848312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 82055 members 
Entering Unmasked Estep 
Score: -9848316.000000 Penalty: 3681.914062
	Iteration 31Q: 3 clusters Score -9848316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -9848320.000000 Penalty: 3681.914062
	Iteration 32Q: 3 clusters Score -9848320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 82048 members 
Entering Unmasked Estep 
Score: -9848323.000000 Penalty: 3681.914062
	Iteration 33Q: 3 clusters Score -9848323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 82044 members 
Entering Unmasked Estep 
Score: -9848328.000000 Penalty: 3681.914062
	Iteration 34Q: 3 clusters Score -9848328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 82044 members 
Entering Unmasked Estep 
Score: -9848337.000000 Penalty: 3681.914062
	Iteration 35Q: 3 clusters Score -9848337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -9848334.000000 Penalty: 3681.914062
	Iteration 36Q: 3 clusters Score -9848334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -9848339.000000 Penalty: 3681.914062
	Iteration 37Q: 3 clusters Score -9848339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -9848332.000000 Penalty: 3681.914062
	Iteration 38Q: 3 clusters Score -9848332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -9848333.000000 Penalty: 3681.914062
	Iteration 39Q: 3 clusters Score -9848333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -9848330.000000 Penalty: 3681.914062
	Iteration 40F: 3 clusters Score -9848330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -9848330.000000 Penalty: 3681.914062
	Iteration 41Q: 3 clusters Score -9848330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -9848329.000000 Penalty: 3681.914062
	Iteration 42Q: 3 clusters Score -9848329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 82045 members 
Entering Unmasked Estep 
Score: -9848338.000000 Penalty: 3681.914062
	Iteration 43Q: 3 clusters Score -9848338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 82048 members 
Entering Unmasked Estep 
Score: -9848339.000000 Penalty: 3681.914062
	Iteration 44Q: 3 clusters Score -9848339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -9848342.000000 Penalty: 3681.914062
	Iteration 45Q: 3 clusters Score -9848342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -9848346.000000 Penalty: 3681.914062
	Iteration 46Q: 3 clusters Score -9848346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -9848352.000000 Penalty: 3681.914062
	Iteration 47Q: 3 clusters Score -9848352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 82055 members 
Entering Unmasked Estep 
Score: -9848353.000000 Penalty: 3681.914062
	Iteration 48Q: 3 clusters Score -9848353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -9848357.000000 Penalty: 3681.914062
	Iteration 49Q: 3 clusters Score -9848357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -9848353.000000 Penalty: 3681.914062
	Iteration 50Q: 3 clusters Score -9848353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 82055 members 
Entering Unmasked Estep 
Score: -9848349.000000 Penalty: 3681.914062
	Iteration 51Q: 3 clusters Score -9848349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -9848353.000000 Penalty: 3681.914062
	Iteration 52Q: 3 clusters Score -9848353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
Score: -9848355.000000 Penalty: 3681.914062
	Iteration 53Q: 3 clusters Score -9848355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -9848351.000000 Penalty: 3681.914062
	Iteration 54Q: 3 clusters Score -9848351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -9848352.000000 Penalty: 3681.914062
	Iteration 55Q: 3 clusters Score -9848352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -9848353.000000 Penalty: 3681.914062
	Iteration 56Q: 3 clusters Score -9848353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -9848351.000000 Penalty: 3681.914062
	Iteration 57Q: 3 clusters Score -9848351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -9848349.000000 Penalty: 3681.914062
	Iteration 58Q: 3 clusters Score -9848349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -9848354.000000 Penalty: 3681.914062
	Iteration 59Q: 3 clusters Score -9848354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -9848354.000000 Penalty: 3681.914062
	Iteration 60F: 3 clusters Score -9848354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
Score: -9848353.000000 Penalty: 3681.914062
	Iteration 61Q: 3 clusters Score -9848353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -9848356.000000 Penalty: 3681.914062
	Iteration 62Q: 3 clusters Score -9848356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 82046 members 
Entering Unmasked Estep 
Score: -9848352.000000 Penalty: 3681.914062
	Iteration 63Q: 3 clusters Score -9848352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 82044 members 
Entering Unmasked Estep 
Score: -9848350.000000 Penalty: 3681.914062
	Iteration 64Q: 3 clusters Score -9848350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -9848356.000000 Penalty: 3681.914062
	Iteration 65Q: 3 clusters Score -9848356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -9848352.000000 Penalty: 3681.914062
	Iteration 66Q: 3 clusters Score -9848352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -9848356.000000 Penalty: 3681.914062
	Iteration 67Q: 3 clusters Score -9848356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -9848356.000000 Penalty: 3681.914062
	Iteration 68F: 3 clusters Score -9848356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -164095.750000 Penalty: 1171.036377
	Iteration 0F: 2 clusters Score -164095.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -162418.843750 Penalty: 2342.072754
	Iteration 0F: 3 clusters Score -162418.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -162775.671875 Penalty: 2342.072754
	Iteration 1F: 3 clusters Score -162775.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -162874.140625 Penalty: 2342.072754
	Iteration 2F: 3 clusters Score -162874.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -162930.171875 Penalty: 2342.072754
	Iteration 3Q: 3 clusters Score -162930.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -162968.265625 Penalty: 2342.072754
	Iteration 4Q: 3 clusters Score -162968.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -162987.281250 Penalty: 2342.072754
	Iteration 5Q: 3 clusters Score -162987.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -163003.140625 Penalty: 2342.072754
	Iteration 6Q: 3 clusters Score -163003.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -163017.281250 Penalty: 2342.072754
	Iteration 7Q: 3 clusters Score -163017.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -163022.375000 Penalty: 2342.072754
	Iteration 8Q: 3 clusters Score -163022.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -163026.296875 Penalty: 2342.072754
	Iteration 9Q: 3 clusters Score -163026.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -163028.281250 Penalty: 2342.072754
	Iteration 10Q: 3 clusters Score -163028.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -163029.015625 Penalty: 2342.072754
	Iteration 11Q: 3 clusters Score -163029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -163030.843750 Penalty: 2342.072754
	Iteration 12Q: 3 clusters Score -163030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -163032.515625 Penalty: 2342.072754
	Iteration 13Q: 3 clusters Score -163032.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -163033.296875 Penalty: 2342.072754
	Iteration 14Q: 3 clusters Score -163033.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -163033.296875 Penalty: 2342.072754
	Iteration 15F: 3 clusters Score -163033.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Entering Unmasked Estep 
Score: -6256314.000000 Penalty: 1754.429443
	Iteration 0F: 2 clusters Score -6256314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -6223680.000000 Penalty: 3508.858887
	Iteration 0F: 3 clusters Score -6223680 nChanged 22856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -6236531.500000 Penalty: 3508.858887
	Iteration 1F: 3 clusters Score -6236532 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -6236949.000000 Penalty: 3508.858887
	Iteration 2Q: 3 clusters Score -6236949 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -6237487.000000 Penalty: 3508.858887
	Iteration 3Q: 3 clusters Score -6237487 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -6238211.500000 Penalty: 3508.858887
	Iteration 4Q: 3 clusters Score -6238212 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -6239212.000000 Penalty: 3508.858887
	Iteration 5Q: 3 clusters Score -6239212 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -6240991.500000 Penalty: 3508.858887
	Iteration 6F: 3 clusters Score -6240992 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -6243721.500000 Penalty: 3508.858887
	Iteration 7F: 3 clusters Score -6243722 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -6247023.000000 Penalty: 3508.858887
	Iteration 8F: 3 clusters Score -6247023 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -6249956.500000 Penalty: 3508.858887
	Iteration 9F: 3 clusters Score -6249956 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -6251754.500000 Penalty: 3508.858887
	Iteration 10Q: 3 clusters Score -6251754 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6252838.500000 Penalty: 3508.858887
	Iteration 11Q: 3 clusters Score -6252838 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6253571.500000 Penalty: 3508.858887
	Iteration 12Q: 3 clusters Score -6253572 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6254014.000000 Penalty: 3508.858887
	Iteration 13Q: 3 clusters Score -6254014 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6254314.500000 Penalty: 3508.858887
	Iteration 14Q: 3 clusters Score -6254314 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6254492.500000 Penalty: 3508.858887
	Iteration 15Q: 3 clusters Score -6254492 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6254613.000000 Penalty: 3508.858887
	Iteration 16Q: 3 clusters Score -6254613 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6254667.500000 Penalty: 3508.858887
	Iteration 17Q: 3 clusters Score -6254668 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6254717.000000 Penalty: 3508.858887
	Iteration 18Q: 3 clusters Score -6254717 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6254743.000000 Penalty: 3508.858887
	Iteration 19Q: 3 clusters Score -6254743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6254763.000000 Penalty: 3508.858887
	Iteration 20F: 3 clusters Score -6254763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6254771.500000 Penalty: 3508.858887
	Iteration 21Q: 3 clusters Score -6254772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6254774.500000 Penalty: 3508.858887
	Iteration 22Q: 3 clusters Score -6254774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6254785.000000 Penalty: 3508.858887
	Iteration 23Q: 3 clusters Score -6254785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6254795.000000 Penalty: 3508.858887
	Iteration 24Q: 3 clusters Score -6254795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6254792.500000 Penalty: 3508.858887
	Iteration 25Q: 3 clusters Score -6254792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6254797.500000 Penalty: 3508.858887
	Iteration 26Q: 3 clusters Score -6254798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6254801.500000 Penalty: 3508.858887
	Iteration 27Q: 3 clusters Score -6254802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6254798.500000 Penalty: 3508.858887
	Iteration 28Q: 3 clusters Score -6254798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6254800.500000 Penalty: 3508.858887
	Iteration 29Q: 3 clusters Score -6254800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6254805.500000 Penalty: 3508.858887
	Iteration 30Q: 3 clusters Score -6254806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6254821.500000 Penalty: 3508.858887
	Iteration 31Q: 3 clusters Score -6254822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6254826.000000 Penalty: 3508.858887
	Iteration 32Q: 3 clusters Score -6254826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6254822.000000 Penalty: 3508.858887
	Iteration 33Q: 3 clusters Score -6254822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6254824.500000 Penalty: 3508.858887
	Iteration 34Q: 3 clusters Score -6254824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6254824.000000 Penalty: 3508.858887
	Iteration 35Q: 3 clusters Score -6254824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6254825.000000 Penalty: 3508.858887
	Iteration 36Q: 3 clusters Score -6254825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6254823.000000 Penalty: 3508.858887
	Iteration 37Q: 3 clusters Score -6254823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6254827.500000 Penalty: 3508.858887
	Iteration 38Q: 3 clusters Score -6254828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6254827.500000 Penalty: 3508.858887
	Iteration 39F: 3 clusters Score -6254828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Entering Unmasked Estep 
Score: -792153.937500 Penalty: 1410.664307
	Iteration 0F: 2 clusters Score -792153.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -787574.187500 Penalty: 2821.328613
	Iteration 0F: 3 clusters Score -787574.2 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -788821.125000 Penalty: 2821.328613
	Iteration 1F: 3 clusters Score -788821.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -788983.000000 Penalty: 2821.328613
	Iteration 2F: 3 clusters Score -788983 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -789087.437500 Penalty: 2821.328613
	Iteration 3Q: 3 clusters Score -789087.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -789157.562500 Penalty: 2821.328613
	Iteration 4Q: 3 clusters Score -789157.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -789208.812500 Penalty: 2821.328613
	Iteration 5Q: 3 clusters Score -789208.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -789256.062500 Penalty: 2821.328613
	Iteration 6Q: 3 clusters Score -789256.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -789305.625000 Penalty: 2821.328613
	Iteration 7Q: 3 clusters Score -789305.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -789349.875000 Penalty: 2821.328613
	Iteration 8Q: 3 clusters Score -789349.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -789386.562500 Penalty: 2821.328613
	Iteration 9Q: 3 clusters Score -789386.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -789419.750000 Penalty: 2821.328613
	Iteration 10Q: 3 clusters Score -789419.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -789448.187500 Penalty: 2821.328613
	Iteration 11Q: 3 clusters Score -789448.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -789474.500000 Penalty: 2821.328613
	Iteration 12Q: 3 clusters Score -789474.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -789508.750000 Penalty: 2821.328613
	Iteration 13Q: 3 clusters Score -789508.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -789553.125000 Penalty: 2821.328613
	Iteration 14Q: 3 clusters Score -789553.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -789607.000000 Penalty: 2821.328613
	Iteration 15Q: 3 clusters Score -789607 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -789670.062500 Penalty: 2821.328613
	Iteration 16Q: 3 clusters Score -789670.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -789744.062500 Penalty: 2821.328613
	Iteration 17Q: 3 clusters Score -789744.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -789836.125000 Penalty: 2821.328613
	Iteration 18Q: 3 clusters Score -789836.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -789965.250000 Penalty: 2821.328613
	Iteration 19Q: 3 clusters Score -789965.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -790133.937500 Penalty: 2821.328613
	Iteration 20F: 3 clusters Score -790133.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -790318.687500 Penalty: 2821.328613
	Iteration 21Q: 3 clusters Score -790318.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -790469.562500 Penalty: 2821.328613
	Iteration 22Q: 3 clusters Score -790469.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -790591.062500 Penalty: 2821.328613
	Iteration 23Q: 3 clusters Score -790591.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -790680.625000 Penalty: 2821.328613
	Iteration 24Q: 3 clusters Score -790680.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -790751.500000 Penalty: 2821.328613
	Iteration 25Q: 3 clusters Score -790751.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -790801.250000 Penalty: 2821.328613
	Iteration 26Q: 3 clusters Score -790801.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -790828.687500 Penalty: 2821.328613
	Iteration 27Q: 3 clusters Score -790828.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -790854.937500 Penalty: 2821.328613
	Iteration 28Q: 3 clusters Score -790854.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -790870.875000 Penalty: 2821.328613
	Iteration 29Q: 3 clusters Score -790870.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -790891.937500 Penalty: 2821.328613
	Iteration 30Q: 3 clusters Score -790891.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -790906.500000 Penalty: 2821.328613
	Iteration 31Q: 3 clusters Score -790906.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -790912.187500 Penalty: 2821.328613
	Iteration 32Q: 3 clusters Score -790912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -790916.812500 Penalty: 2821.328613
	Iteration 33Q: 3 clusters Score -790916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -790916.812500 Penalty: 2821.328613
	Iteration 34F: 3 clusters Score -790916.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Entering Unmasked Estep 
Score: -3921529.000000 Penalty: 1677.959961
	Iteration 0F: 2 clusters Score -3921529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3901175.000000 Penalty: 3355.919922
	Iteration 0F: 3 clusters Score -3901175 nChanged 13906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3909141.250000 Penalty: 3355.919922
	Iteration 1F: 3 clusters Score -3909141 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3910147.750000 Penalty: 3355.919922
	Iteration 2F: 3 clusters Score -3910148 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3911560.750000 Penalty: 3355.919922
	Iteration 3F: 3 clusters Score -3911561 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -3913307.250000 Penalty: 3355.919922
	Iteration 4F: 3 clusters Score -3913307 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -3914861.500000 Penalty: 3355.919922
	Iteration 5F: 3 clusters Score -3914862 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3915975.250000 Penalty: 3355.919922
	Iteration 6F: 3 clusters Score -3915975 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3916700.000000 Penalty: 3355.919922
	Iteration 7Q: 3 clusters Score -3916700 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3917200.000000 Penalty: 3355.919922
	Iteration 8Q: 3 clusters Score -3917200 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3917530.750000 Penalty: 3355.919922
	Iteration 9Q: 3 clusters Score -3917531 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3917768.750000 Penalty: 3355.919922
	Iteration 10Q: 3 clusters Score -3917769 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3918008.750000 Penalty: 3355.919922
	Iteration 11Q: 3 clusters Score -3918009 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3918169.500000 Penalty: 3355.919922
	Iteration 12Q: 3 clusters Score -3918170 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3918316.000000 Penalty: 3355.919922
	Iteration 13Q: 3 clusters Score -3918316 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -3918395.500000 Penalty: 3355.919922
	Iteration 14Q: 3 clusters Score -3918396 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -3918457.750000 Penalty: 3355.919922
	Iteration 15Q: 3 clusters Score -3918458 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3918527.250000 Penalty: 3355.919922
	Iteration 16Q: 3 clusters Score -3918527 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -3918594.250000 Penalty: 3355.919922
	Iteration 17Q: 3 clusters Score -3918594 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3918647.000000 Penalty: 3355.919922
	Iteration 18Q: 3 clusters Score -3918647 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3918696.750000 Penalty: 3355.919922
	Iteration 19Q: 3 clusters Score -3918697 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -3918732.750000 Penalty: 3355.919922
	Iteration 20F: 3 clusters Score -3918733 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3918761.500000 Penalty: 3355.919922
	Iteration 21Q: 3 clusters Score -3918762 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -3918802.500000 Penalty: 3355.919922
	Iteration 22Q: 3 clusters Score -3918802 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -3918853.250000 Penalty: 3355.919922
	Iteration 23Q: 3 clusters Score -3918853 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3918916.250000 Penalty: 3355.919922
	Iteration 24Q: 3 clusters Score -3918916 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -3918952.000000 Penalty: 3355.919922
	Iteration 25Q: 3 clusters Score -3918952 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3918999.500000 Penalty: 3355.919922
	Iteration 26Q: 3 clusters Score -3919000 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -3919028.500000 Penalty: 3355.919922
	Iteration 27Q: 3 clusters Score -3919028 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3919075.000000 Penalty: 3355.919922
	Iteration 28Q: 3 clusters Score -3919075 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3919127.750000 Penalty: 3355.919922
	Iteration 29Q: 3 clusters Score -3919128 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3919166.250000 Penalty: 3355.919922
	Iteration 30Q: 3 clusters Score -3919166 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3919218.250000 Penalty: 3355.919922
	Iteration 31Q: 3 clusters Score -3919218 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3919266.250000 Penalty: 3355.919922
	Iteration 32Q: 3 clusters Score -3919266 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3919318.500000 Penalty: 3355.919922
	Iteration 33Q: 3 clusters Score -3919318 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3919388.000000 Penalty: 3355.919922
	Iteration 34Q: 3 clusters Score -3919388 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3919454.750000 Penalty: 3355.919922
	Iteration 35Q: 3 clusters Score -3919455 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3919516.250000 Penalty: 3355.919922
	Iteration 36Q: 3 clusters Score -3919516 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3919598.750000 Penalty: 3355.919922
	Iteration 37Q: 3 clusters Score -3919599 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3919686.750000 Penalty: 3355.919922
	Iteration 38Q: 3 clusters Score -3919687 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3919785.000000 Penalty: 3355.919922
	Iteration 39Q: 3 clusters Score -3919785 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3919915.750000 Penalty: 3355.919922
	Iteration 40F: 3 clusters Score -3919916 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3920039.750000 Penalty: 3355.919922
	Iteration 41Q: 3 clusters Score -3920040 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3920191.500000 Penalty: 3355.919922
	Iteration 42Q: 3 clusters Score -3920192 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3920329.750000 Penalty: 3355.919922
	Iteration 43Q: 3 clusters Score -3920330 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -3920445.250000 Penalty: 3355.919922
	Iteration 44Q: 3 clusters Score -3920445 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3920555.250000 Penalty: 3355.919922
	Iteration 45Q: 3 clusters Score -3920555 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3920645.000000 Penalty: 3355.919922
	Iteration 46Q: 3 clusters Score -3920645 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3920708.250000 Penalty: 3355.919922
	Iteration 47Q: 3 clusters Score -3920708 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -3920750.500000 Penalty: 3355.919922
	Iteration 48Q: 3 clusters Score -3920750 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3920799.750000 Penalty: 3355.919922
	Iteration 49Q: 3 clusters Score -3920800 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3920848.250000 Penalty: 3355.919922
	Iteration 50Q: 3 clusters Score -3920848 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3920877.750000 Penalty: 3355.919922
	Iteration 51Q: 3 clusters Score -3920878 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -3920896.500000 Penalty: 3355.919922
	Iteration 52Q: 3 clusters Score -3920896 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -3920923.500000 Penalty: 3355.919922
	Iteration 53Q: 3 clusters Score -3920924 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3920940.500000 Penalty: 3355.919922
	Iteration 54Q: 3 clusters Score -3920940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -3920946.000000 Penalty: 3355.919922
	Iteration 55Q: 3 clusters Score -3920946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -3920950.250000 Penalty: 3355.919922
	Iteration 56Q: 3 clusters Score -3920950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3920953.000000 Penalty: 3355.919922
	Iteration 57Q: 3 clusters Score -3920953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -3920953.750000 Penalty: 3355.919922
	Iteration 58Q: 3 clusters Score -3920954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -3920961.250000 Penalty: 3355.919922
	Iteration 59Q: 3 clusters Score -3920961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3920957.500000 Penalty: 3355.919922
	Iteration 60F: 3 clusters Score -3920958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -3920963.500000 Penalty: 3355.919922
	Iteration 61Q: 3 clusters Score -3920964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3920968.500000 Penalty: 3355.919922
	Iteration 62Q: 3 clusters Score -3920968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3920974.000000 Penalty: 3355.919922
	Iteration 63Q: 3 clusters Score -3920974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -3920966.000000 Penalty: 3355.919922
	Iteration 64Q: 3 clusters Score -3920966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -3920969.250000 Penalty: 3355.919922
	Iteration 65Q: 3 clusters Score -3920969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3920976.250000 Penalty: 3355.919922
	Iteration 66Q: 3 clusters Score -3920976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3920974.500000 Penalty: 3355.919922
	Iteration 67Q: 3 clusters Score -3920974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -3920974.250000 Penalty: 3355.919922
	Iteration 68Q: 3 clusters Score -3920974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -3920981.500000 Penalty: 3355.919922
	Iteration 69Q: 3 clusters Score -3920982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3920988.000000 Penalty: 3355.919922
	Iteration 70Q: 3 clusters Score -3920988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3920994.750000 Penalty: 3355.919922
	Iteration 71Q: 3 clusters Score -3920995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -3920998.500000 Penalty: 3355.919922
	Iteration 72Q: 3 clusters Score -3920998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3920994.000000 Penalty: 3355.919922
	Iteration 73Q: 3 clusters Score -3920994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -3920998.500000 Penalty: 3355.919922
	Iteration 74Q: 3 clusters Score -3920998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3920999.250000 Penalty: 3355.919922
	Iteration 75Q: 3 clusters Score -3920999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -3920994.750000 Penalty: 3355.919922
	Iteration 76Q: 3 clusters Score -3920995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3920997.750000 Penalty: 3355.919922
	Iteration 77Q: 3 clusters Score -3920998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3920991.250000 Penalty: 3355.919922
	Iteration 78Q: 3 clusters Score -3920991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -3920995.500000 Penalty: 3355.919922
	Iteration 79Q: 3 clusters Score -3920996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3920994.000000 Penalty: 3355.919922
	Iteration 80F: 3 clusters Score -3920994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Entering Unmasked Estep 
Score: -571869.500000 Penalty: 1382.869629
	Iteration 0F: 2 clusters Score -571869.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -567872.812500 Penalty: 2765.739258
	Iteration 0F: 3 clusters Score -567872.8 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -569142.875000 Penalty: 2765.739258
	Iteration 1F: 3 clusters Score -569142.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -569500.812500 Penalty: 2765.739258
	Iteration 2F: 3 clusters Score -569500.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -569807.937500 Penalty: 2765.739258
	Iteration 3F: 3 clusters Score -569807.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -570058.750000 Penalty: 2765.739258
	Iteration 4F: 3 clusters Score -570058.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -570281.125000 Penalty: 2765.739258
	Iteration 5F: 3 clusters Score -570281.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -570421.812500 Penalty: 2765.739258
	Iteration 6Q: 3 clusters Score -570421.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -570541.500000 Penalty: 2765.739258
	Iteration 7Q: 3 clusters Score -570541.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -570677.937500 Penalty: 2765.739258
	Iteration 8Q: 3 clusters Score -570677.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -570800.125000 Penalty: 2765.739258
	Iteration 9Q: 3 clusters Score -570800.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -570915.875000 Penalty: 2765.739258
	Iteration 10Q: 3 clusters Score -570915.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -571020.000000 Penalty: 2765.739258
	Iteration 11Q: 3 clusters Score -571020 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -571092.687500 Penalty: 2765.739258
	Iteration 12Q: 3 clusters Score -571092.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -571152.375000 Penalty: 2765.739258
	Iteration 13Q: 3 clusters Score -571152.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -571198.812500 Penalty: 2765.739258
	Iteration 14Q: 3 clusters Score -571198.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -571232.375000 Penalty: 2765.739258
	Iteration 15Q: 3 clusters Score -571232.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -571276.812500 Penalty: 2765.739258
	Iteration 16Q: 3 clusters Score -571276.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -571314.687500 Penalty: 2765.739258
	Iteration 17Q: 3 clusters Score -571314.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -571340.687500 Penalty: 2765.739258
	Iteration 18Q: 3 clusters Score -571340.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -571365.812500 Penalty: 2765.739258
	Iteration 19Q: 3 clusters Score -571365.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -571386.812500 Penalty: 2765.739258
	Iteration 20F: 3 clusters Score -571386.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -571395.312500 Penalty: 2765.739258
	Iteration 21Q: 3 clusters Score -571395.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -571404.500000 Penalty: 2765.739258
	Iteration 22Q: 3 clusters Score -571404.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -571407.312500 Penalty: 2765.739258
	Iteration 23Q: 3 clusters Score -571407.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -571408.437500 Penalty: 2765.739258
	Iteration 24Q: 3 clusters Score -571408.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -571408.437500 Penalty: 2765.739258
	Iteration 25F: 3 clusters Score -571408.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Entering Unmasked Estep 
Score: -1456713.375000 Penalty: 1520.952515
	Iteration 0F: 2 clusters Score -1456713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1448525.875000 Penalty: 3041.905029
	Iteration 0F: 3 clusters Score -1448526 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1451407.500000 Penalty: 3041.905029
	Iteration 1F: 3 clusters Score -1451408 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1451997.250000 Penalty: 3041.905029
	Iteration 2F: 3 clusters Score -1451997 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1452619.000000 Penalty: 3041.905029
	Iteration 3F: 3 clusters Score -1452619 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1453291.625000 Penalty: 3041.905029
	Iteration 4F: 3 clusters Score -1453292 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1453887.750000 Penalty: 3041.905029
	Iteration 5F: 3 clusters Score -1453888 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1454373.625000 Penalty: 3041.905029
	Iteration 6F: 3 clusters Score -1454374 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1454716.000000 Penalty: 3041.905029
	Iteration 7Q: 3 clusters Score -1454716 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1454944.625000 Penalty: 3041.905029
	Iteration 8Q: 3 clusters Score -1454945 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1455110.375000 Penalty: 3041.905029
	Iteration 9Q: 3 clusters Score -1455110 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1455236.250000 Penalty: 3041.905029
	Iteration 10Q: 3 clusters Score -1455236 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1455317.125000 Penalty: 3041.905029
	Iteration 11Q: 3 clusters Score -1455317 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1455378.250000 Penalty: 3041.905029
	Iteration 12Q: 3 clusters Score -1455378 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1455425.750000 Penalty: 3041.905029
	Iteration 13Q: 3 clusters Score -1455426 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1455465.375000 Penalty: 3041.905029
	Iteration 14Q: 3 clusters Score -1455465 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1455498.625000 Penalty: 3041.905029
	Iteration 15Q: 3 clusters Score -1455499 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1455531.500000 Penalty: 3041.905029
	Iteration 16Q: 3 clusters Score -1455532 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1455561.125000 Penalty: 3041.905029
	Iteration 17Q: 3 clusters Score -1455561 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1455590.000000 Penalty: 3041.905029
	Iteration 18Q: 3 clusters Score -1455590 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1455607.750000 Penalty: 3041.905029
	Iteration 19Q: 3 clusters Score -1455608 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1455627.750000 Penalty: 3041.905029
	Iteration 20F: 3 clusters Score -1455628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1455644.125000 Penalty: 3041.905029
	Iteration 21Q: 3 clusters Score -1455644 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1455659.500000 Penalty: 3041.905029
	Iteration 22Q: 3 clusters Score -1455660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1455676.500000 Penalty: 3041.905029
	Iteration 23Q: 3 clusters Score -1455676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1455682.375000 Penalty: 3041.905029
	Iteration 24Q: 3 clusters Score -1455682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1455691.375000 Penalty: 3041.905029
	Iteration 25Q: 3 clusters Score -1455691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1455697.750000 Penalty: 3041.905029
	Iteration 26Q: 3 clusters Score -1455698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1455699.750000 Penalty: 3041.905029
	Iteration 27Q: 3 clusters Score -1455700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1455707.750000 Penalty: 3041.905029
	Iteration 28Q: 3 clusters Score -1455708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1455716.500000 Penalty: 3041.905029
	Iteration 29Q: 3 clusters Score -1455716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1455730.500000 Penalty: 3041.905029
	Iteration 30Q: 3 clusters Score -1455730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1455736.750000 Penalty: 3041.905029
	Iteration 31Q: 3 clusters Score -1455737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1455745.125000 Penalty: 3041.905029
	Iteration 32Q: 3 clusters Score -1455745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1455750.625000 Penalty: 3041.905029
	Iteration 33Q: 3 clusters Score -1455751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1455752.375000 Penalty: 3041.905029
	Iteration 34Q: 3 clusters Score -1455752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1455759.500000 Penalty: 3041.905029
	Iteration 35Q: 3 clusters Score -1455760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1455767.125000 Penalty: 3041.905029
	Iteration 36Q: 3 clusters Score -1455767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1455770.625000 Penalty: 3041.905029
	Iteration 37Q: 3 clusters Score -1455771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1455777.375000 Penalty: 3041.905029
	Iteration 38Q: 3 clusters Score -1455777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1455790.000000 Penalty: 3041.905029
	Iteration 39Q: 3 clusters Score -1455790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1455791.875000 Penalty: 3041.905029
	Iteration 40F: 3 clusters Score -1455792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1455803.750000 Penalty: 3041.905029
	Iteration 41Q: 3 clusters Score -1455804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1455806.625000 Penalty: 3041.905029
	Iteration 42Q: 3 clusters Score -1455807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1455812.375000 Penalty: 3041.905029
	Iteration 43Q: 3 clusters Score -1455812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1455809.875000 Penalty: 3041.905029
	Iteration 44Q: 3 clusters Score -1455810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1455812.500000 Penalty: 3041.905029
	Iteration 45Q: 3 clusters Score -1455812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1455813.250000 Penalty: 3041.905029
	Iteration 46Q: 3 clusters Score -1455813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1455814.750000 Penalty: 3041.905029
	Iteration 47Q: 3 clusters Score -1455815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1455815.750000 Penalty: 3041.905029
	Iteration 48Q: 3 clusters Score -1455816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1455818.750000 Penalty: 3041.905029
	Iteration 49Q: 3 clusters Score -1455819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1455816.500000 Penalty: 3041.905029
	Iteration 50Q: 3 clusters Score -1455816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1455817.750000 Penalty: 3041.905029
	Iteration 51Q: 3 clusters Score -1455818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1455814.375000 Penalty: 3041.905029
	Iteration 52Q: 3 clusters Score -1455814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1455815.625000 Penalty: 3041.905029
	Iteration 53Q: 3 clusters Score -1455816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1455815.625000 Penalty: 3041.905029
	Iteration 54F: 3 clusters Score -1455816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Entering Unmasked Estep 
Score: -372818.625000 Penalty: 1297.972778
	Iteration 0F: 2 clusters Score -372818.6 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 1446 members 
Entering Unmasked Estep 
Score: -370131.625000 Penalty: 2595.945557
	Iteration 0F: 3 clusters Score -370131.6 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -370756.906250 Penalty: 2595.945557
	Iteration 1F: 3 clusters Score -370756.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -370882.406250 Penalty: 2595.945557
	Iteration 2F: 3 clusters Score -370882.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -370954.687500 Penalty: 2595.945557
	Iteration 3Q: 3 clusters Score -370954.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -371003.718750 Penalty: 2595.945557
	Iteration 4Q: 3 clusters Score -371003.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -371039.000000 Penalty: 2595.945557
	Iteration 5Q: 3 clusters Score -371039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -371064.406250 Penalty: 2595.945557
	Iteration 6Q: 3 clusters Score -371064.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -371088.968750 Penalty: 2595.945557
	Iteration 7Q: 3 clusters Score -371089 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -371110.312500 Penalty: 2595.945557
	Iteration 8Q: 3 clusters Score -371110.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -371127.281250 Penalty: 2595.945557
	Iteration 9Q: 3 clusters Score -371127.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -371139.843750 Penalty: 2595.945557
	Iteration 10Q: 3 clusters Score -371139.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -371157.093750 Penalty: 2595.945557
	Iteration 11Q: 3 clusters Score -371157.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -371174.906250 Penalty: 2595.945557
	Iteration 12Q: 3 clusters Score -371174.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -371184.781250 Penalty: 2595.945557
	Iteration 13Q: 3 clusters Score -371184.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -371195.093750 Penalty: 2595.945557
	Iteration 14Q: 3 clusters Score -371195.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -371204.343750 Penalty: 2595.945557
	Iteration 15Q: 3 clusters Score -371204.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -371215.343750 Penalty: 2595.945557
	Iteration 16Q: 3 clusters Score -371215.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -371224.562500 Penalty: 2595.945557
	Iteration 17Q: 3 clusters Score -371224.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -371235.468750 Penalty: 2595.945557
	Iteration 18Q: 3 clusters Score -371235.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -371245.093750 Penalty: 2595.945557
	Iteration 19Q: 3 clusters Score -371245.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -371253.937500 Penalty: 2595.945557
	Iteration 20F: 3 clusters Score -371253.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -371262.562500 Penalty: 2595.945557
	Iteration 21Q: 3 clusters Score -371262.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -371271.375000 Penalty: 2595.945557
	Iteration 22Q: 3 clusters Score -371271.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -371278.656250 Penalty: 2595.945557
	Iteration 23Q: 3 clusters Score -371278.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -371287.031250 Penalty: 2595.945557
	Iteration 24Q: 3 clusters Score -371287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -371301.343750 Penalty: 2595.945557
	Iteration 25Q: 3 clusters Score -371301.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -371314.968750 Penalty: 2595.945557
	Iteration 26Q: 3 clusters Score -371315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -371327.531250 Penalty: 2595.945557
	Iteration 27Q: 3 clusters Score -371327.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -371342.437500 Penalty: 2595.945557
	Iteration 28Q: 3 clusters Score -371342.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -371355.250000 Penalty: 2595.945557
	Iteration 29Q: 3 clusters Score -371355.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -371369.312500 Penalty: 2595.945557
	Iteration 30Q: 3 clusters Score -371369.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -371385.875000 Penalty: 2595.945557
	Iteration 31Q: 3 clusters Score -371385.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -371401.250000 Penalty: 2595.945557
	Iteration 32Q: 3 clusters Score -371401.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -371414.062500 Penalty: 2595.945557
	Iteration 33Q: 3 clusters Score -371414.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -371424.812500 Penalty: 2595.945557
	Iteration 34Q: 3 clusters Score -371424.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -371434.968750 Penalty: 2595.945557
	Iteration 35Q: 3 clusters Score -371435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -371446.031250 Penalty: 2595.945557
	Iteration 36Q: 3 clusters Score -371446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -371456.625000 Penalty: 2595.945557
	Iteration 37Q: 3 clusters Score -371456.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -371465.718750 Penalty: 2595.945557
	Iteration 38Q: 3 clusters Score -371465.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -371477.750000 Penalty: 2595.945557
	Iteration 39Q: 3 clusters Score -371477.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -371490.343750 Penalty: 2595.945557
	Iteration 40F: 3 clusters Score -371490.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -371499.531250 Penalty: 2595.945557
	Iteration 41Q: 3 clusters Score -371499.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -371509.437500 Penalty: 2595.945557
	Iteration 42Q: 3 clusters Score -371509.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -371524.187500 Penalty: 2595.945557
	Iteration 43Q: 3 clusters Score -371524.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -371536.968750 Penalty: 2595.945557
	Iteration 44Q: 3 clusters Score -371537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -371552.312500 Penalty: 2595.945557
	Iteration 45Q: 3 clusters Score -371552.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -371562.687500 Penalty: 2595.945557
	Iteration 46Q: 3 clusters Score -371562.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -371576.062500 Penalty: 2595.945557
	Iteration 47Q: 3 clusters Score -371576.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -371585.562500 Penalty: 2595.945557
	Iteration 48Q: 3 clusters Score -371585.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -371594.343750 Penalty: 2595.945557
	Iteration 49Q: 3 clusters Score -371594.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -371604.750000 Penalty: 2595.945557
	Iteration 50Q: 3 clusters Score -371604.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -371612.312500 Penalty: 2595.945557
	Iteration 51Q: 3 clusters Score -371612.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -371621.406250 Penalty: 2595.945557
	Iteration 52Q: 3 clusters Score -371621.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -371626.687500 Penalty: 2595.945557
	Iteration 53Q: 3 clusters Score -371626.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -371634.000000 Penalty: 2595.945557
	Iteration 54Q: 3 clusters Score -371634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -371639.062500 Penalty: 2595.945557
	Iteration 55Q: 3 clusters Score -371639.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -371643.406250 Penalty: 2595.945557
	Iteration 56Q: 3 clusters Score -371643.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -371649.218750 Penalty: 2595.945557
	Iteration 57Q: 3 clusters Score -371649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -371655.906250 Penalty: 2595.945557
	Iteration 58Q: 3 clusters Score -371655.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -371659.750000 Penalty: 2595.945557
	Iteration 59Q: 3 clusters Score -371659.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -371663.062500 Penalty: 2595.945557
	Iteration 60F: 3 clusters Score -371663.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -371666.812500 Penalty: 2595.945557
	Iteration 61Q: 3 clusters Score -371666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -371670.000000 Penalty: 2595.945557
	Iteration 62Q: 3 clusters Score -371670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -371673.156250 Penalty: 2595.945557
	Iteration 63Q: 3 clusters Score -371673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -371676.875000 Penalty: 2595.945557
	Iteration 64Q: 3 clusters Score -371676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -371677.187500 Penalty: 2595.945557
	Iteration 65Q: 3 clusters Score -371677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -371678.156250 Penalty: 2595.945557
	Iteration 66Q: 3 clusters Score -371678.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -371680.937500 Penalty: 2595.945557
	Iteration 67Q: 3 clusters Score -371680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -371685.312500 Penalty: 2595.945557
	Iteration 68Q: 3 clusters Score -371685.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -371688.062500 Penalty: 2595.945557
	Iteration 69Q: 3 clusters Score -371688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -371691.187500 Penalty: 2595.945557
	Iteration 70Q: 3 clusters Score -371691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -371691.156250 Penalty: 2595.945557
	Iteration 71Q: 3 clusters Score -371691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -371692.093750 Penalty: 2595.945557
	Iteration 72Q: 3 clusters Score -371692.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -371692.093750 Penalty: 2595.945557
	Iteration 73F: 3 clusters Score -371692.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Entering Unmasked Estep 
Score: -910331.437500 Penalty: 1443.117798
	Iteration 0F: 2 clusters Score -910331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -904950.250000 Penalty: 2886.235596
	Iteration 0F: 3 clusters Score -904950.2 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -906529.375000 Penalty: 2886.235596
	Iteration 1F: 3 clusters Score -906529.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -906732.250000 Penalty: 2886.235596
	Iteration 2F: 3 clusters Score -906732.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -906877.062500 Penalty: 2886.235596
	Iteration 3Q: 3 clusters Score -906877.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -907000.750000 Penalty: 2886.235596
	Iteration 4Q: 3 clusters Score -907000.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -907117.875000 Penalty: 2886.235596
	Iteration 5Q: 3 clusters Score -907117.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -907277.312500 Penalty: 2886.235596
	Iteration 6Q: 3 clusters Score -907277.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -907492.687500 Penalty: 2886.235596
	Iteration 7Q: 3 clusters Score -907492.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -907777.687500 Penalty: 2886.235596
	Iteration 8F: 3 clusters Score -907777.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -908102.250000 Penalty: 2886.235596
	Iteration 9F: 3 clusters Score -908102.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -908436.000000 Penalty: 2886.235596
	Iteration 10F: 3 clusters Score -908436 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -908687.062500 Penalty: 2886.235596
	Iteration 11Q: 3 clusters Score -908687.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -908860.625000 Penalty: 2886.235596
	Iteration 12Q: 3 clusters Score -908860.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -908985.500000 Penalty: 2886.235596
	Iteration 13Q: 3 clusters Score -908985.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -909052.750000 Penalty: 2886.235596
	Iteration 14Q: 3 clusters Score -909052.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -909091.812500 Penalty: 2886.235596
	Iteration 15Q: 3 clusters Score -909091.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -909119.562500 Penalty: 2886.235596
	Iteration 16Q: 3 clusters Score -909119.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -909132.687500 Penalty: 2886.235596
	Iteration 17Q: 3 clusters Score -909132.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -909145.375000 Penalty: 2886.235596
	Iteration 18Q: 3 clusters Score -909145.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -909156.375000 Penalty: 2886.235596
	Iteration 19Q: 3 clusters Score -909156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -909161.937500 Penalty: 2886.235596
	Iteration 20F: 3 clusters Score -909161.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -909171.062500 Penalty: 2886.235596
	Iteration 21Q: 3 clusters Score -909171.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -909177.250000 Penalty: 2886.235596
	Iteration 22Q: 3 clusters Score -909177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -909184.750000 Penalty: 2886.235596
	Iteration 23Q: 3 clusters Score -909184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -909186.187500 Penalty: 2886.235596
	Iteration 24Q: 3 clusters Score -909186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -909188.000000 Penalty: 2886.235596
	Iteration 25Q: 3 clusters Score -909188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -909190.562500 Penalty: 2886.235596
	Iteration 26Q: 3 clusters Score -909190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -909192.250000 Penalty: 2886.235596
	Iteration 27Q: 3 clusters Score -909192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -909192.250000 Penalty: 2886.235596
	Iteration 28F: 3 clusters Score -909192.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Entering Unmasked Estep 
Score: -767657.062500 Penalty: 1415.743408
	Iteration 0F: 2 clusters Score -767657.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -763021.187500 Penalty: 2831.486816
	Iteration 0F: 3 clusters Score -763021.2 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -764337.437500 Penalty: 2831.486816
	Iteration 1F: 3 clusters Score -764337.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -764495.187500 Penalty: 2831.486816
	Iteration 2F: 3 clusters Score -764495.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -764623.812500 Penalty: 2831.486816
	Iteration 3Q: 3 clusters Score -764623.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -764723.375000 Penalty: 2831.486816
	Iteration 4Q: 3 clusters Score -764723.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -764829.187500 Penalty: 2831.486816
	Iteration 5Q: 3 clusters Score -764829.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -764978.000000 Penalty: 2831.486816
	Iteration 6Q: 3 clusters Score -764978 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -765130.687500 Penalty: 2831.486816
	Iteration 7Q: 3 clusters Score -765130.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -765230.875000 Penalty: 2831.486816
	Iteration 8Q: 3 clusters Score -765230.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -765310.000000 Penalty: 2831.486816
	Iteration 9Q: 3 clusters Score -765310 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -765375.375000 Penalty: 2831.486816
	Iteration 10Q: 3 clusters Score -765375.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -765440.750000 Penalty: 2831.486816
	Iteration 11Q: 3 clusters Score -765440.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -765504.125000 Penalty: 2831.486816
	Iteration 12Q: 3 clusters Score -765504.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -765561.750000 Penalty: 2831.486816
	Iteration 13Q: 3 clusters Score -765561.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -765615.375000 Penalty: 2831.486816
	Iteration 14Q: 3 clusters Score -765615.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -765674.375000 Penalty: 2831.486816
	Iteration 15Q: 3 clusters Score -765674.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -765747.312500 Penalty: 2831.486816
	Iteration 16Q: 3 clusters Score -765747.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -765818.937500 Penalty: 2831.486816
	Iteration 17Q: 3 clusters Score -765818.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -765900.750000 Penalty: 2831.486816
	Iteration 18Q: 3 clusters Score -765900.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -765978.062500 Penalty: 2831.486816
	Iteration 19Q: 3 clusters Score -765978.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -766043.000000 Penalty: 2831.486816
	Iteration 20F: 3 clusters Score -766043 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -766101.875000 Penalty: 2831.486816
	Iteration 21Q: 3 clusters Score -766101.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -766173.812500 Penalty: 2831.486816
	Iteration 22Q: 3 clusters Score -766173.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -766238.250000 Penalty: 2831.486816
	Iteration 23Q: 3 clusters Score -766238.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -766290.937500 Penalty: 2831.486816
	Iteration 24Q: 3 clusters Score -766290.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -766330.187500 Penalty: 2831.486816
	Iteration 25Q: 3 clusters Score -766330.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -766375.875000 Penalty: 2831.486816
	Iteration 26Q: 3 clusters Score -766375.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -766440.000000 Penalty: 2831.486816
	Iteration 27Q: 3 clusters Score -766440 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -766491.125000 Penalty: 2831.486816
	Iteration 28Q: 3 clusters Score -766491.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -766528.187500 Penalty: 2831.486816
	Iteration 29Q: 3 clusters Score -766528.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -766553.125000 Penalty: 2831.486816
	Iteration 30Q: 3 clusters Score -766553.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -766590.250000 Penalty: 2831.486816
	Iteration 31Q: 3 clusters Score -766590.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -766620.875000 Penalty: 2831.486816
	Iteration 32Q: 3 clusters Score -766620.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -766637.875000 Penalty: 2831.486816
	Iteration 33Q: 3 clusters Score -766637.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -766652.187500 Penalty: 2831.486816
	Iteration 34Q: 3 clusters Score -766652.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -766665.000000 Penalty: 2831.486816
	Iteration 35Q: 3 clusters Score -766665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -766684.500000 Penalty: 2831.486816
	Iteration 36Q: 3 clusters Score -766684.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -766694.812500 Penalty: 2831.486816
	Iteration 37Q: 3 clusters Score -766694.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -766716.937500 Penalty: 2831.486816
	Iteration 38Q: 3 clusters Score -766716.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -766736.125000 Penalty: 2831.486816
	Iteration 39Q: 3 clusters Score -766736.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -766751.750000 Penalty: 2831.486816
	Iteration 40F: 3 clusters Score -766751.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -766757.687500 Penalty: 2831.486816
	Iteration 41Q: 3 clusters Score -766757.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -766765.687500 Penalty: 2831.486816
	Iteration 42Q: 3 clusters Score -766765.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -766766.250000 Penalty: 2831.486816
	Iteration 43Q: 3 clusters Score -766766.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -766767.937500 Penalty: 2831.486816
	Iteration 44Q: 3 clusters Score -766767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -766772.937500 Penalty: 2831.486816
	Iteration 45Q: 3 clusters Score -766772.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -766774.562500 Penalty: 2831.486816
	Iteration 46Q: 3 clusters Score -766774.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -766779.875000 Penalty: 2831.486816
	Iteration 47Q: 3 clusters Score -766779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -766782.187500 Penalty: 2831.486816
	Iteration 48Q: 3 clusters Score -766782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -766788.937500 Penalty: 2831.486816
	Iteration 49Q: 3 clusters Score -766788.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -766799.437500 Penalty: 2831.486816
	Iteration 50Q: 3 clusters Score -766799.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -766799.625000 Penalty: 2831.486816
	Iteration 51Q: 3 clusters Score -766799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -766801.375000 Penalty: 2831.486816
	Iteration 52Q: 3 clusters Score -766801.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -766801.375000 Penalty: 2831.486816
	Iteration 53F: 3 clusters Score -766801.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Entering Unmasked Estep 
Score: -2783316.750000 Penalty: 1626.421509
	Iteration 0F: 2 clusters Score -2783317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2768098.250000 Penalty: 3252.843018
	Iteration 0F: 3 clusters Score -2768098 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2773780.000000 Penalty: 3252.843018
	Iteration 1F: 3 clusters Score -2773780 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2774265.750000 Penalty: 3252.843018
	Iteration 2F: 3 clusters Score -2774266 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2774764.000000 Penalty: 3252.843018
	Iteration 3F: 3 clusters Score -2774764 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2775345.250000 Penalty: 3252.843018
	Iteration 4F: 3 clusters Score -2775345 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2776020.500000 Penalty: 3252.843018
	Iteration 5F: 3 clusters Score -2776020 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2776822.500000 Penalty: 3252.843018
	Iteration 6F: 3 clusters Score -2776822 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2777742.000000 Penalty: 3252.843018
	Iteration 7F: 3 clusters Score -2777742 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2778746.000000 Penalty: 3252.843018
	Iteration 8F: 3 clusters Score -2778746 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2779715.000000 Penalty: 3252.843018
	Iteration 9F: 3 clusters Score -2779715 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2780535.750000 Penalty: 3252.843018
	Iteration 10Q: 3 clusters Score -2780536 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2781120.000000 Penalty: 3252.843018
	Iteration 11Q: 3 clusters Score -2781120 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2781478.750000 Penalty: 3252.843018
	Iteration 12Q: 3 clusters Score -2781479 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -2781729.000000 Penalty: 3252.843018
	Iteration 13Q: 3 clusters Score -2781729 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2781877.500000 Penalty: 3252.843018
	Iteration 14Q: 3 clusters Score -2781878 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2781956.000000 Penalty: 3252.843018
	Iteration 15Q: 3 clusters Score -2781956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2781999.000000 Penalty: 3252.843018
	Iteration 16Q: 3 clusters Score -2781999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -2782022.250000 Penalty: 3252.843018
	Iteration 17Q: 3 clusters Score -2782022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2782033.250000 Penalty: 3252.843018
	Iteration 18Q: 3 clusters Score -2782033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2782037.250000 Penalty: 3252.843018
	Iteration 19Q: 3 clusters Score -2782037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2782038.500000 Penalty: 3252.843018
	Iteration 20F: 3 clusters Score -2782038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2782040.000000 Penalty: 3252.843018
	Iteration 21Q: 3 clusters Score -2782040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2782043.000000 Penalty: 3252.843018
	Iteration 22Q: 3 clusters Score -2782043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2782046.250000 Penalty: 3252.843018
	Iteration 23Q: 3 clusters Score -2782046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2782045.250000 Penalty: 3252.843018
	Iteration 24Q: 3 clusters Score -2782045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2782045.250000 Penalty: 3252.843018
	Iteration 25F: 3 clusters Score -2782045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Entering Unmasked Estep 
Score: -4224213.000000 Penalty: 1702.206421
	Iteration 0F: 2 clusters Score -4224213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -4200504.000000 Penalty: 3404.412842
	Iteration 0F: 3 clusters Score -4200504 nChanged 16421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -4210327.000000 Penalty: 3404.412842
	Iteration 1F: 3 clusters Score -4210327 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -4211285.500000 Penalty: 3404.412842
	Iteration 2F: 3 clusters Score -4211286 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -4212368.000000 Penalty: 3404.412842
	Iteration 3F: 3 clusters Score -4212368 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -4213530.000000 Penalty: 3404.412842
	Iteration 4F: 3 clusters Score -4213530 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -4214751.500000 Penalty: 3404.412842
	Iteration 5F: 3 clusters Score -4214752 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -4216014.000000 Penalty: 3404.412842
	Iteration 6F: 3 clusters Score -4216014 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -4217294.500000 Penalty: 3404.412842
	Iteration 7F: 3 clusters Score -4217294 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -4218288.500000 Penalty: 3404.412842
	Iteration 8Q: 3 clusters Score -4218288 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -4219004.000000 Penalty: 3404.412842
	Iteration 9Q: 3 clusters Score -4219004 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -4219516.500000 Penalty: 3404.412842
	Iteration 10Q: 3 clusters Score -4219516 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -4219852.500000 Penalty: 3404.412842
	Iteration 11Q: 3 clusters Score -4219852 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -4220133.000000 Penalty: 3404.412842
	Iteration 12Q: 3 clusters Score -4220133 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -4220401.500000 Penalty: 3404.412842
	Iteration 13Q: 3 clusters Score -4220402 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -4220681.000000 Penalty: 3404.412842
	Iteration 14Q: 3 clusters Score -4220681 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -4220933.500000 Penalty: 3404.412842
	Iteration 15Q: 3 clusters Score -4220934 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -4221218.000000 Penalty: 3404.412842
	Iteration 16Q: 3 clusters Score -4221218 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -4221500.500000 Penalty: 3404.412842
	Iteration 17Q: 3 clusters Score -4221500 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -4221760.500000 Penalty: 3404.412842
	Iteration 18Q: 3 clusters Score -4221760 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -4221990.500000 Penalty: 3404.412842
	Iteration 19Q: 3 clusters Score -4221990 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -4222185.500000 Penalty: 3404.412842
	Iteration 20F: 3 clusters Score -4222186 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -4222357.000000 Penalty: 3404.412842
	Iteration 21Q: 3 clusters Score -4222357 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4222490.500000 Penalty: 3404.412842
	Iteration 22Q: 3 clusters Score -4222490 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -4222623.000000 Penalty: 3404.412842
	Iteration 23Q: 3 clusters Score -4222623 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -4222726.500000 Penalty: 3404.412842
	Iteration 24Q: 3 clusters Score -4222726 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4222820.000000 Penalty: 3404.412842
	Iteration 25Q: 3 clusters Score -4222820 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4222884.500000 Penalty: 3404.412842
	Iteration 26Q: 3 clusters Score -4222884 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4222958.500000 Penalty: 3404.412842
	Iteration 27Q: 3 clusters Score -4222958 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4223013.500000 Penalty: 3404.412842
	Iteration 28Q: 3 clusters Score -4223014 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4223067.000000 Penalty: 3404.412842
	Iteration 29Q: 3 clusters Score -4223067 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4223110.500000 Penalty: 3404.412842
	Iteration 30Q: 3 clusters Score -4223110 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4223139.000000 Penalty: 3404.412842
	Iteration 31Q: 3 clusters Score -4223139 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4223168.000000 Penalty: 3404.412842
	Iteration 32Q: 3 clusters Score -4223168 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4223193.500000 Penalty: 3404.412842
	Iteration 33Q: 3 clusters Score -4223194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4223214.000000 Penalty: 3404.412842
	Iteration 34Q: 3 clusters Score -4223214 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4223242.500000 Penalty: 3404.412842
	Iteration 35Q: 3 clusters Score -4223242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4223255.500000 Penalty: 3404.412842
	Iteration 36Q: 3 clusters Score -4223256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4223275.500000 Penalty: 3404.412842
	Iteration 37Q: 3 clusters Score -4223276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4223291.500000 Penalty: 3404.412842
	Iteration 38Q: 3 clusters Score -4223292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4223306.000000 Penalty: 3404.412842
	Iteration 39Q: 3 clusters Score -4223306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4223312.000000 Penalty: 3404.412842
	Iteration 40F: 3 clusters Score -4223312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4223320.000000 Penalty: 3404.412842
	Iteration 41Q: 3 clusters Score -4223320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4223324.000000 Penalty: 3404.412842
	Iteration 42Q: 3 clusters Score -4223324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4223328.000000 Penalty: 3404.412842
	Iteration 43Q: 3 clusters Score -4223328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4223331.500000 Penalty: 3404.412842
	Iteration 44Q: 3 clusters Score -4223332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4223333.500000 Penalty: 3404.412842
	Iteration 45Q: 3 clusters Score -4223334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4223334.000000 Penalty: 3404.412842
	Iteration 46Q: 3 clusters Score -4223334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4223336.000000 Penalty: 3404.412842
	Iteration 47Q: 3 clusters Score -4223336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4223338.500000 Penalty: 3404.412842
	Iteration 48Q: 3 clusters Score -4223338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4223337.500000 Penalty: 3404.412842
	Iteration 49Q: 3 clusters Score -4223338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4223338.000000 Penalty: 3404.412842
	Iteration 50Q: 3 clusters Score -4223338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4223335.500000 Penalty: 3404.412842
	Iteration 51Q: 3 clusters Score -4223336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4223334.500000 Penalty: 3404.412842
	Iteration 52Q: 3 clusters Score -4223334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4223334.000000 Penalty: 3404.412842
	Iteration 53Q: 3 clusters Score -4223334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4223331.500000 Penalty: 3404.412842
	Iteration 54Q: 3 clusters Score -4223332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4223331.500000 Penalty: 3404.412842
	Iteration 55F: 3 clusters Score -4223332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Entering Unmasked Estep 
Score: -640779.562500 Penalty: 1392.867432
	Iteration 0F: 2 clusters Score -640779.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -636635.062500 Penalty: 2785.734863
	Iteration 0F: 3 clusters Score -636635.1 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -637889.750000 Penalty: 2785.734863
	Iteration 1F: 3 clusters Score -637889.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -638116.125000 Penalty: 2785.734863
	Iteration 2F: 3 clusters Score -638116.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -638261.812500 Penalty: 2785.734863
	Iteration 3F: 3 clusters Score -638261.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -638388.187500 Penalty: 2785.734863
	Iteration 4Q: 3 clusters Score -638388.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -638494.375000 Penalty: 2785.734863
	Iteration 5Q: 3 clusters Score -638494.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -638596.250000 Penalty: 2785.734863
	Iteration 6Q: 3 clusters Score -638596.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -638695.500000 Penalty: 2785.734863
	Iteration 7Q: 3 clusters Score -638695.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -638800.687500 Penalty: 2785.734863
	Iteration 8Q: 3 clusters Score -638800.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -638934.750000 Penalty: 2785.734863
	Iteration 9Q: 3 clusters Score -638934.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -639090.125000 Penalty: 2785.734863
	Iteration 10Q: 3 clusters Score -639090.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -639220.625000 Penalty: 2785.734863
	Iteration 11Q: 3 clusters Score -639220.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -639340.812500 Penalty: 2785.734863
	Iteration 12Q: 3 clusters Score -639340.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -639445.812500 Penalty: 2785.734863
	Iteration 13Q: 3 clusters Score -639445.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -639559.687500 Penalty: 2785.734863
	Iteration 14Q: 3 clusters Score -639559.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -639646.000000 Penalty: 2785.734863
	Iteration 15Q: 3 clusters Score -639646 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -639729.062500 Penalty: 2785.734863
	Iteration 16Q: 3 clusters Score -639729.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -639779.125000 Penalty: 2785.734863
	Iteration 17Q: 3 clusters Score -639779.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -639807.437500 Penalty: 2785.734863
	Iteration 18Q: 3 clusters Score -639807.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -639828.937500 Penalty: 2785.734863
	Iteration 19Q: 3 clusters Score -639828.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -639835.187500 Penalty: 2785.734863
	Iteration 20F: 3 clusters Score -639835.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -639844.312500 Penalty: 2785.734863
	Iteration 21Q: 3 clusters Score -639844.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -639849.000000 Penalty: 2785.734863
	Iteration 22Q: 3 clusters Score -639849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -639851.500000 Penalty: 2785.734863
	Iteration 23Q: 3 clusters Score -639851.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -639853.125000 Penalty: 2785.734863
	Iteration 24Q: 3 clusters Score -639853.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -639853.500000 Penalty: 2785.734863
	Iteration 25Q: 3 clusters Score -639853.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -639853.500000 Penalty: 2785.734863
	Iteration 26F: 3 clusters Score -639853.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -46469.843750 Penalty: 997.380676
	Iteration 0F: 2 clusters Score -46469.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45542.468750 Penalty: 1994.761353
	Iteration 0F: 3 clusters Score -45542.47 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45794.964844 Penalty: 1994.761353
	Iteration 1F: 3 clusters Score -45794.96 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45975.281250 Penalty: 1994.761353
	Iteration 2F: 3 clusters Score -45975.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46068.367188 Penalty: 1994.761353
	Iteration 3F: 3 clusters Score -46068.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -46103.382812 Penalty: 1994.761353
	Iteration 4Q: 3 clusters Score -46103.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -46119.515625 Penalty: 1994.761353
	Iteration 5Q: 3 clusters Score -46119.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -46134.144531 Penalty: 1994.761353
	Iteration 6Q: 3 clusters Score -46134.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -46141.062500 Penalty: 1994.761353
	Iteration 7Q: 3 clusters Score -46141.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -46145.812500 Penalty: 1994.761353
	Iteration 8Q: 3 clusters Score -46145.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -46150.160156 Penalty: 1994.761353
	Iteration 9Q: 3 clusters Score -46150.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -46150.796875 Penalty: 1994.761353
	Iteration 10Q: 3 clusters Score -46150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -46151.582031 Penalty: 1994.761353
	Iteration 11Q: 3 clusters Score -46151.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -46151.582031 Penalty: 1994.761353
	Iteration 12F: 3 clusters Score -46151.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Entering Unmasked Estep 
Score: -6168093.000000 Penalty: 1751.044678
	Iteration 0F: 2 clusters Score -6168093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -6136402.500000 Penalty: 3502.089355
	Iteration 0F: 3 clusters Score -6136402 nChanged 22229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -6148565.500000 Penalty: 3502.089355
	Iteration 1F: 3 clusters Score -6148566 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -6149123.000000 Penalty: 3502.089355
	Iteration 2Q: 3 clusters Score -6149123 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -6149820.500000 Penalty: 3502.089355
	Iteration 3Q: 3 clusters Score -6149820 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -6150896.000000 Penalty: 3502.089355
	Iteration 4F: 3 clusters Score -6150896 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -6152847.500000 Penalty: 3502.089355
	Iteration 5F: 3 clusters Score -6152848 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -6155629.500000 Penalty: 3502.089355
	Iteration 6F: 3 clusters Score -6155630 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -6159368.500000 Penalty: 3502.089355
	Iteration 7F: 3 clusters Score -6159368 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -6162812.500000 Penalty: 3502.089355
	Iteration 8F: 3 clusters Score -6162812 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6165083.500000 Penalty: 3502.089355
	Iteration 9Q: 3 clusters Score -6165084 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6166013.000000 Penalty: 3502.089355
	Iteration 10Q: 3 clusters Score -6166013 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6166311.000000 Penalty: 3502.089355
	Iteration 11Q: 3 clusters Score -6166311 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6166424.500000 Penalty: 3502.089355
	Iteration 12Q: 3 clusters Score -6166424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6166484.500000 Penalty: 3502.089355
	Iteration 13Q: 3 clusters Score -6166484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6166492.000000 Penalty: 3502.089355
	Iteration 14Q: 3 clusters Score -6166492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6166500.500000 Penalty: 3502.089355
	Iteration 15Q: 3 clusters Score -6166500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6166506.000000 Penalty: 3502.089355
	Iteration 16Q: 3 clusters Score -6166506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6166510.500000 Penalty: 3502.089355
	Iteration 17Q: 3 clusters Score -6166510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6166514.500000 Penalty: 3502.089355
	Iteration 18Q: 3 clusters Score -6166514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6166524.500000 Penalty: 3502.089355
	Iteration 19Q: 3 clusters Score -6166524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6166524.500000 Penalty: 3502.089355
	Iteration 20F: 3 clusters Score -6166524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (47991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Entering Unmasked Estep 
Score: -6072238.500000 Penalty: 1751.549927
	Iteration 0F: 2 clusters Score -6072238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -6040104.000000 Penalty: 3503.099854
	Iteration 0F: 3 clusters Score -6040104 nChanged 22508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -6052800.000000 Penalty: 3503.099854
	Iteration 1F: 3 clusters Score -6052800 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -6053300.500000 Penalty: 3503.099854
	Iteration 2Q: 3 clusters Score -6053300 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -6053714.500000 Penalty: 3503.099854
	Iteration 3Q: 3 clusters Score -6053714 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -6054115.500000 Penalty: 3503.099854
	Iteration 4Q: 3 clusters Score -6054116 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -6054528.500000 Penalty: 3503.099854
	Iteration 5Q: 3 clusters Score -6054528 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -6055026.000000 Penalty: 3503.099854
	Iteration 6Q: 3 clusters Score -6055026 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -6055695.500000 Penalty: 3503.099854
	Iteration 7Q: 3 clusters Score -6055696 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -6056548.000000 Penalty: 3503.099854
	Iteration 8Q: 3 clusters Score -6056548 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -6057940.000000 Penalty: 3503.099854
	Iteration 9Q: 3 clusters Score -6057940 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -6060105.500000 Penalty: 3503.099854
	Iteration 10F: 3 clusters Score -6060106 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -6063047.000000 Penalty: 3503.099854
	Iteration 11F: 3 clusters Score -6063047 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -6065882.000000 Penalty: 3503.099854
	Iteration 12F: 3 clusters Score -6065882 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -6067635.500000 Penalty: 3503.099854
	Iteration 13Q: 3 clusters Score -6067636 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -6068465.500000 Penalty: 3503.099854
	Iteration 14Q: 3 clusters Score -6068466 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -6068920.500000 Penalty: 3503.099854
	Iteration 15Q: 3 clusters Score -6068920 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -6069235.500000 Penalty: 3503.099854
	Iteration 16Q: 3 clusters Score -6069236 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -6069561.500000 Penalty: 3503.099854
	Iteration 17Q: 3 clusters Score -6069562 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -6069936.000000 Penalty: 3503.099854
	Iteration 18Q: 3 clusters Score -6069936 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -6070258.000000 Penalty: 3503.099854
	Iteration 19Q: 3 clusters Score -6070258 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -6070595.000000 Penalty: 3503.099854
	Iteration 20F: 3 clusters Score -6070595 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -6070929.000000 Penalty: 3503.099854
	Iteration 21Q: 3 clusters Score -6070929 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -6071179.500000 Penalty: 3503.099854
	Iteration 22Q: 3 clusters Score -6071180 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -6071425.000000 Penalty: 3503.099854
	Iteration 23Q: 3 clusters Score -6071425 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -6071671.500000 Penalty: 3503.099854
	Iteration 24Q: 3 clusters Score -6071672 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -6071867.500000 Penalty: 3503.099854
	Iteration 25Q: 3 clusters Score -6071868 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -6071991.500000 Penalty: 3503.099854
	Iteration 26Q: 3 clusters Score -6071992 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -6072091.000000 Penalty: 3503.099854
	Iteration 27Q: 3 clusters Score -6072091 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -6072173.000000 Penalty: 3503.099854
	Iteration 28Q: 3 clusters Score -6072173 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -6072228.000000 Penalty: 3503.099854
	Iteration 29Q: 3 clusters Score -6072228 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -6072275.000000 Penalty: 3503.099854
	Iteration 30Q: 3 clusters Score -6072275 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -6072331.000000 Penalty: 3503.099854
	Iteration 31Q: 3 clusters Score -6072331 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -6072334.500000 Penalty: 3503.099854
	Iteration 32Q: 3 clusters Score -6072334 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -6072340.500000 Penalty: 3503.099854
	Iteration 33Q: 3 clusters Score -6072340 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -6072340.500000 Penalty: 3503.099854
	Iteration 34Q: 3 clusters Score -6072340 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -6072343.000000 Penalty: 3503.099854
	Iteration 35Q: 3 clusters Score -6072343 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -6072352.000000 Penalty: 3503.099854
	Iteration 36Q: 3 clusters Score -6072352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -6072362.500000 Penalty: 3503.099854
	Iteration 37Q: 3 clusters Score -6072362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -6072368.500000 Penalty: 3503.099854
	Iteration 38Q: 3 clusters Score -6072368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -6072378.500000 Penalty: 3503.099854
	Iteration 39Q: 3 clusters Score -6072378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -6072368.000000 Penalty: 3503.099854
	Iteration 40F: 3 clusters Score -6072368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -6072372.000000 Penalty: 3503.099854
	Iteration 41Q: 3 clusters Score -6072372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -6072377.000000 Penalty: 3503.099854
	Iteration 42Q: 3 clusters Score -6072377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -6072384.000000 Penalty: 3503.099854
	Iteration 43Q: 3 clusters Score -6072384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -6072388.500000 Penalty: 3503.099854
	Iteration 44Q: 3 clusters Score -6072388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -6072389.500000 Penalty: 3503.099854
	Iteration 45Q: 3 clusters Score -6072390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -6072376.000000 Penalty: 3503.099854
	Iteration 46Q: 3 clusters Score -6072376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -6072369.500000 Penalty: 3503.099854
	Iteration 47Q: 3 clusters Score -6072370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -6072368.000000 Penalty: 3503.099854
	Iteration 48Q: 3 clusters Score -6072368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -6072371.500000 Penalty: 3503.099854
	Iteration 49Q: 3 clusters Score -6072372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -6072371.000000 Penalty: 3503.099854
	Iteration 50Q: 3 clusters Score -6072371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -6072363.500000 Penalty: 3503.099854
	Iteration 51Q: 3 clusters Score -6072364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -6072361.500000 Penalty: 3503.099854
	Iteration 52Q: 3 clusters Score -6072362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -6072349.500000 Penalty: 3503.099854
	Iteration 53Q: 3 clusters Score -6072350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -6072360.500000 Penalty: 3503.099854
	Iteration 54Q: 3 clusters Score -6072360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -6072353.500000 Penalty: 3503.099854
	Iteration 55Q: 3 clusters Score -6072354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -6072354.000000 Penalty: 3503.099854
	Iteration 56Q: 3 clusters Score -6072354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -6072352.000000 Penalty: 3503.099854
	Iteration 57Q: 3 clusters Score -6072352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -6072341.500000 Penalty: 3503.099854
	Iteration 58Q: 3 clusters Score -6072342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -6072354.000000 Penalty: 3503.099854
	Iteration 59Q: 3 clusters Score -6072354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -6072350.500000 Penalty: 3503.099854
	Iteration 60F: 3 clusters Score -6072350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -6072353.000000 Penalty: 3503.099854
	Iteration 61Q: 3 clusters Score -6072353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -6072355.000000 Penalty: 3503.099854
	Iteration 62Q: 3 clusters Score -6072355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -6072351.500000 Penalty: 3503.099854
	Iteration 63Q: 3 clusters Score -6072352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -6072351.500000 Penalty: 3503.099854
	Iteration 64Q: 3 clusters Score -6072352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -6072351.500000 Penalty: 3503.099854
	Iteration 65F: 3 clusters Score -6072352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 129205 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91043 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83197 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48849 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2944 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35423 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47842 members 
Mstep: Class 24 contains 25795 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123537 members 
Mstep: Class 38 contains 22196 members 
Entering Unmasked Estep 
Score: -108943544.000000 Penalty: 84555.523438
Splitting cluster 24 changes total score from -108944368.000000 to -108943544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Entering Unmasked Estep 
Score: -704831.750000 Penalty: 1403.587524
	Iteration 0F: 2 clusters Score -704831.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -700506.250000 Penalty: 2807.175049
	Iteration 0F: 3 clusters Score -700506.2 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -701756.750000 Penalty: 2807.175049
	Iteration 1F: 3 clusters Score -701756.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -701925.375000 Penalty: 2807.175049
	Iteration 2F: 3 clusters Score -701925.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -702058.125000 Penalty: 2807.175049
	Iteration 3Q: 3 clusters Score -702058.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -702165.312500 Penalty: 2807.175049
	Iteration 4Q: 3 clusters Score -702165.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -702256.812500 Penalty: 2807.175049
	Iteration 5Q: 3 clusters Score -702256.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -702351.687500 Penalty: 2807.175049
	Iteration 6Q: 3 clusters Score -702351.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -702446.250000 Penalty: 2807.175049
	Iteration 7Q: 3 clusters Score -702446.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -702533.250000 Penalty: 2807.175049
	Iteration 8Q: 3 clusters Score -702533.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -702612.312500 Penalty: 2807.175049
	Iteration 9Q: 3 clusters Score -702612.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -702703.937500 Penalty: 2807.175049
	Iteration 10Q: 3 clusters Score -702703.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -702792.250000 Penalty: 2807.175049
	Iteration 11Q: 3 clusters Score -702792.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -702878.875000 Penalty: 2807.175049
	Iteration 12Q: 3 clusters Score -702878.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -702977.750000 Penalty: 2807.175049
	Iteration 13Q: 3 clusters Score -702977.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -703076.250000 Penalty: 2807.175049
	Iteration 14Q: 3 clusters Score -703076.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -703169.625000 Penalty: 2807.175049
	Iteration 15Q: 3 clusters Score -703169.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -703255.375000 Penalty: 2807.175049
	Iteration 16Q: 3 clusters Score -703255.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -703322.562500 Penalty: 2807.175049
	Iteration 17Q: 3 clusters Score -703322.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -703368.312500 Penalty: 2807.175049
	Iteration 18Q: 3 clusters Score -703368.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -703414.000000 Penalty: 2807.175049
	Iteration 19Q: 3 clusters Score -703414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -703444.250000 Penalty: 2807.175049
	Iteration 20F: 3 clusters Score -703444.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -703475.125000 Penalty: 2807.175049
	Iteration 21Q: 3 clusters Score -703475.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -703506.312500 Penalty: 2807.175049
	Iteration 22Q: 3 clusters Score -703506.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -703534.750000 Penalty: 2807.175049
	Iteration 23Q: 3 clusters Score -703534.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -703560.750000 Penalty: 2807.175049
	Iteration 24Q: 3 clusters Score -703560.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -703582.437500 Penalty: 2807.175049
	Iteration 25Q: 3 clusters Score -703582.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -703605.250000 Penalty: 2807.175049
	Iteration 26Q: 3 clusters Score -703605.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -703620.625000 Penalty: 2807.175049
	Iteration 27Q: 3 clusters Score -703620.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -703626.812500 Penalty: 2807.175049
	Iteration 28Q: 3 clusters Score -703626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -703632.812500 Penalty: 2807.175049
	Iteration 29Q: 3 clusters Score -703632.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -703632.000000 Penalty: 2807.175049
	Iteration 30Q: 3 clusters Score -703632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -703634.125000 Penalty: 2807.175049
	Iteration 31Q: 3 clusters Score -703634.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -703634.125000 Penalty: 2807.175049
	Iteration 32F: 3 clusters Score -703634.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -18422.726562 Penalty: 853.494446
	Iteration 0F: 2 clusters Score -18422.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17939.671875 Penalty: 1706.988892
	Iteration 0F: 3 clusters Score -17939.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18071.187500 Penalty: 1706.988892
	Iteration 1F: 3 clusters Score -18071.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18124.730469 Penalty: 1706.988892
	Iteration 2F: 3 clusters Score -18124.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18170.503906 Penalty: 1706.988892
	Iteration 3F: 3 clusters Score -18170.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18196.402344 Penalty: 1706.988892
	Iteration 4Q: 3 clusters Score -18196.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18211.392578 Penalty: 1706.988892
	Iteration 5Q: 3 clusters Score -18211.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18219.128906 Penalty: 1706.988892
	Iteration 6Q: 3 clusters Score -18219.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18264.025391 Penalty: 1706.988892
	Iteration 7Q: 3 clusters Score -18264.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18276.138672 Penalty: 1706.988892
	Iteration 8Q: 3 clusters Score -18276.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18282.519531 Penalty: 1706.988892
	Iteration 9Q: 3 clusters Score -18282.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18285.724609 Penalty: 1706.988892
	Iteration 10Q: 3 clusters Score -18285.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18290.156250 Penalty: 1706.988892
	Iteration 11Q: 3 clusters Score -18290.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18296.244141 Penalty: 1706.988892
	Iteration 12Q: 3 clusters Score -18296.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18304.197266 Penalty: 1706.988892
	Iteration 13Q: 3 clusters Score -18304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18306.628906 Penalty: 1706.988892
	Iteration 14Q: 3 clusters Score -18306.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18310.437500 Penalty: 1706.988892
	Iteration 15Q: 3 clusters Score -18310.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18311.246094 Penalty: 1706.988892
	Iteration 16F: 3 clusters Score -18311.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18331.796875 Penalty: 1706.988892
	Iteration 17Q: 3 clusters Score -18331.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18340.369141 Penalty: 1706.988892
	Iteration 18Q: 3 clusters Score -18340.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18340.369141 Penalty: 1706.988892
	Iteration 19F: 3 clusters Score -18340.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -692652.250000 Penalty: 1398.583618
	Iteration 0F: 2 clusters Score -692652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -688400.000000 Penalty: 2797.167236
	Iteration 0F: 3 clusters Score -688400 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -689574.312500 Penalty: 2797.167236
	Iteration 1F: 3 clusters Score -689574.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -689811.812500 Penalty: 2797.167236
	Iteration 2F: 3 clusters Score -689811.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -690028.687500 Penalty: 2797.167236
	Iteration 3F: 3 clusters Score -690028.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -690227.187500 Penalty: 2797.167236
	Iteration 4F: 3 clusters Score -690227.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -690421.062500 Penalty: 2797.167236
	Iteration 5F: 3 clusters Score -690421.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -690573.687500 Penalty: 2797.167236
	Iteration 6Q: 3 clusters Score -690573.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -690706.875000 Penalty: 2797.167236
	Iteration 7Q: 3 clusters Score -690706.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -690818.875000 Penalty: 2797.167236
	Iteration 8Q: 3 clusters Score -690818.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -690926.375000 Penalty: 2797.167236
	Iteration 9Q: 3 clusters Score -690926.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -691008.000000 Penalty: 2797.167236
	Iteration 10Q: 3 clusters Score -691008 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -691095.375000 Penalty: 2797.167236
	Iteration 11Q: 3 clusters Score -691095.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -691190.687500 Penalty: 2797.167236
	Iteration 12Q: 3 clusters Score -691190.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -691264.812500 Penalty: 2797.167236
	Iteration 13Q: 3 clusters Score -691264.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -691347.000000 Penalty: 2797.167236
	Iteration 14Q: 3 clusters Score -691347 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -691413.687500 Penalty: 2797.167236
	Iteration 15Q: 3 clusters Score -691413.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -691475.125000 Penalty: 2797.167236
	Iteration 16Q: 3 clusters Score -691475.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -691528.437500 Penalty: 2797.167236
	Iteration 17Q: 3 clusters Score -691528.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -691572.687500 Penalty: 2797.167236
	Iteration 18Q: 3 clusters Score -691572.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -691608.125000 Penalty: 2797.167236
	Iteration 19Q: 3 clusters Score -691608.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -691644.062500 Penalty: 2797.167236
	Iteration 20F: 3 clusters Score -691644.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -691680.500000 Penalty: 2797.167236
	Iteration 21Q: 3 clusters Score -691680.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -691712.312500 Penalty: 2797.167236
	Iteration 22Q: 3 clusters Score -691712.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -691737.500000 Penalty: 2797.167236
	Iteration 23Q: 3 clusters Score -691737.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -691761.500000 Penalty: 2797.167236
	Iteration 24Q: 3 clusters Score -691761.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -691789.625000 Penalty: 2797.167236
	Iteration 25Q: 3 clusters Score -691789.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -691809.125000 Penalty: 2797.167236
	Iteration 26Q: 3 clusters Score -691809.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -691829.000000 Penalty: 2797.167236
	Iteration 27Q: 3 clusters Score -691829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -691849.000000 Penalty: 2797.167236
	Iteration 28Q: 3 clusters Score -691849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -691871.125000 Penalty: 2797.167236
	Iteration 29Q: 3 clusters Score -691871.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -691885.375000 Penalty: 2797.167236
	Iteration 30Q: 3 clusters Score -691885.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -691898.812500 Penalty: 2797.167236
	Iteration 31Q: 3 clusters Score -691898.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -691911.812500 Penalty: 2797.167236
	Iteration 32Q: 3 clusters Score -691911.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -691921.750000 Penalty: 2797.167236
	Iteration 33Q: 3 clusters Score -691921.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -691937.562500 Penalty: 2797.167236
	Iteration 34Q: 3 clusters Score -691937.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -691949.937500 Penalty: 2797.167236
	Iteration 35Q: 3 clusters Score -691949.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -691964.875000 Penalty: 2797.167236
	Iteration 36Q: 3 clusters Score -691964.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -691977.750000 Penalty: 2797.167236
	Iteration 37Q: 3 clusters Score -691977.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -691988.062500 Penalty: 2797.167236
	Iteration 38Q: 3 clusters Score -691988.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -691996.375000 Penalty: 2797.167236
	Iteration 39Q: 3 clusters Score -691996.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -691999.875000 Penalty: 2797.167236
	Iteration 40F: 3 clusters Score -691999.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -692005.000000 Penalty: 2797.167236
	Iteration 41Q: 3 clusters Score -692005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -692011.375000 Penalty: 2797.167236
	Iteration 42Q: 3 clusters Score -692011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -692014.562500 Penalty: 2797.167236
	Iteration 43Q: 3 clusters Score -692014.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -692017.875000 Penalty: 2797.167236
	Iteration 44Q: 3 clusters Score -692017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -692019.875000 Penalty: 2797.167236
	Iteration 45Q: 3 clusters Score -692019.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -692024.625000 Penalty: 2797.167236
	Iteration 46Q: 3 clusters Score -692024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -692025.875000 Penalty: 2797.167236
	Iteration 47Q: 3 clusters Score -692025.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -692028.187500 Penalty: 2797.167236
	Iteration 48Q: 3 clusters Score -692028.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -692028.187500 Penalty: 2797.167236
	Iteration 49F: 3 clusters Score -692028.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Entering Unmasked Estep 
Score: -2167304.250000 Penalty: 1583.546509
	Iteration 0F: 2 clusters Score -2167304 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 8406 members 
Entering Unmasked Estep 
Score: -2155574.000000 Penalty: 3167.093018
	Iteration 0F: 3 clusters Score -2155574 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2159803.000000 Penalty: 3167.093018
	Iteration 1F: 3 clusters Score -2159803 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2160225.500000 Penalty: 3167.093018
	Iteration 2F: 3 clusters Score -2160226 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2160671.750000 Penalty: 3167.093018
	Iteration 3F: 3 clusters Score -2160672 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2161179.500000 Penalty: 3167.093018
	Iteration 4F: 3 clusters Score -2161180 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2161744.250000 Penalty: 3167.093018
	Iteration 5F: 3 clusters Score -2161744 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2162458.000000 Penalty: 3167.093018
	Iteration 6F: 3 clusters Score -2162458 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2163316.750000 Penalty: 3167.093018
	Iteration 7F: 3 clusters Score -2163317 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2164149.750000 Penalty: 3167.093018
	Iteration 8F: 3 clusters Score -2164150 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2164759.750000 Penalty: 3167.093018
	Iteration 9Q: 3 clusters Score -2164760 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2165191.750000 Penalty: 3167.093018
	Iteration 10Q: 3 clusters Score -2165192 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2165452.750000 Penalty: 3167.093018
	Iteration 11Q: 3 clusters Score -2165453 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2165628.500000 Penalty: 3167.093018
	Iteration 12Q: 3 clusters Score -2165628 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2165729.750000 Penalty: 3167.093018
	Iteration 13Q: 3 clusters Score -2165730 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2165787.000000 Penalty: 3167.093018
	Iteration 14Q: 3 clusters Score -2165787 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2165816.750000 Penalty: 3167.093018
	Iteration 15Q: 3 clusters Score -2165817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2165831.250000 Penalty: 3167.093018
	Iteration 16Q: 3 clusters Score -2165831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2165849.000000 Penalty: 3167.093018
	Iteration 17Q: 3 clusters Score -2165849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2165864.500000 Penalty: 3167.093018
	Iteration 18Q: 3 clusters Score -2165864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2165873.250000 Penalty: 3167.093018
	Iteration 19Q: 3 clusters Score -2165873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2165883.250000 Penalty: 3167.093018
	Iteration 20F: 3 clusters Score -2165883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2165893.250000 Penalty: 3167.093018
	Iteration 21Q: 3 clusters Score -2165893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2165905.000000 Penalty: 3167.093018
	Iteration 22Q: 3 clusters Score -2165905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2165908.250000 Penalty: 3167.093018
	Iteration 23Q: 3 clusters Score -2165908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2165912.750000 Penalty: 3167.093018
	Iteration 24Q: 3 clusters Score -2165913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2165916.750000 Penalty: 3167.093018
	Iteration 25Q: 3 clusters Score -2165917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2165916.500000 Penalty: 3167.093018
	Iteration 26Q: 3 clusters Score -2165916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2165919.500000 Penalty: 3167.093018
	Iteration 27Q: 3 clusters Score -2165920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2165923.500000 Penalty: 3167.093018
	Iteration 28Q: 3 clusters Score -2165924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2165927.750000 Penalty: 3167.093018
	Iteration 29Q: 3 clusters Score -2165928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2165927.750000 Penalty: 3167.093018
	Iteration 30Q: 3 clusters Score -2165928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2165927.750000 Penalty: 3167.093018
	Iteration 31F: 3 clusters Score -2165928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -300016.906250 Penalty: 1271.147339
	Iteration 0F: 2 clusters Score -300016.9 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 1256 members 
Entering Unmasked Estep 
Score: -297627.968750 Penalty: 2542.294678
	Iteration 0F: 3 clusters Score -297628 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -298224.968750 Penalty: 2542.294678
	Iteration 1F: 3 clusters Score -298225 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -298364.250000 Penalty: 2542.294678
	Iteration 2F: 3 clusters Score -298364.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -298438.968750 Penalty: 2542.294678
	Iteration 3F: 3 clusters Score -298439 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -298485.156250 Penalty: 2542.294678
	Iteration 4Q: 3 clusters Score -298485.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -298514.281250 Penalty: 2542.294678
	Iteration 5Q: 3 clusters Score -298514.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -298533.375000 Penalty: 2542.294678
	Iteration 6Q: 3 clusters Score -298533.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -298549.250000 Penalty: 2542.294678
	Iteration 7Q: 3 clusters Score -298549.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -298570.562500 Penalty: 2542.294678
	Iteration 8Q: 3 clusters Score -298570.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -298588.593750 Penalty: 2542.294678
	Iteration 9Q: 3 clusters Score -298588.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -298595.625000 Penalty: 2542.294678
	Iteration 10Q: 3 clusters Score -298595.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -298599.625000 Penalty: 2542.294678
	Iteration 11Q: 3 clusters Score -298599.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -298601.968750 Penalty: 2542.294678
	Iteration 12Q: 3 clusters Score -298602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -298606.218750 Penalty: 2542.294678
	Iteration 13Q: 3 clusters Score -298606.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -298607.843750 Penalty: 2542.294678
	Iteration 14Q: 3 clusters Score -298607.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -298608.843750 Penalty: 2542.294678
	Iteration 15Q: 3 clusters Score -298608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -298608.687500 Penalty: 2542.294678
	Iteration 16Q: 3 clusters Score -298608.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -298608.781250 Penalty: 2542.294678
	Iteration 17Q: 3 clusters Score -298608.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -298608.781250 Penalty: 2542.294678
	Iteration 18F: 3 clusters Score -298608.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39875.734375 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -39875.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38977.871094 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -38977.87 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39151.042969 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -39151.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39185.523438 Penalty: 1913.885254
	Iteration 2Q: 3 clusters Score -39185.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39195.183594 Penalty: 1913.885254
	Iteration 3Q: 3 clusters Score -39195.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39206.269531 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -39206.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39209.656250 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -39209.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39210.582031 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -39210.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39210.582031 Penalty: 1913.885254
	Iteration 7F: 3 clusters Score -39210.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Entering Unmasked Estep 
Score: -375011.218750 Penalty: 1321.993896
	Iteration 0F: 2 clusters Score -375011.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -372096.687500 Penalty: 2643.987793
	Iteration 0F: 3 clusters Score -372096.7 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -372972.750000 Penalty: 2643.987793
	Iteration 1F: 3 clusters Score -372972.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -373241.843750 Penalty: 2643.987793
	Iteration 2F: 3 clusters Score -373241.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -373450.500000 Penalty: 2643.987793
	Iteration 3F: 3 clusters Score -373450.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -373610.625000 Penalty: 2643.987793
	Iteration 4F: 3 clusters Score -373610.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -373721.406250 Penalty: 2643.987793
	Iteration 5Q: 3 clusters Score -373721.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -373793.937500 Penalty: 2643.987793
	Iteration 6Q: 3 clusters Score -373793.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -373870.500000 Penalty: 2643.987793
	Iteration 7Q: 3 clusters Score -373870.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -373932.062500 Penalty: 2643.987793
	Iteration 8Q: 3 clusters Score -373932.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -373974.468750 Penalty: 2643.987793
	Iteration 9Q: 3 clusters Score -373974.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -373998.437500 Penalty: 2643.987793
	Iteration 10Q: 3 clusters Score -373998.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -374024.750000 Penalty: 2643.987793
	Iteration 11Q: 3 clusters Score -374024.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -374035.125000 Penalty: 2643.987793
	Iteration 12Q: 3 clusters Score -374035.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -374043.812500 Penalty: 2643.987793
	Iteration 13Q: 3 clusters Score -374043.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -374052.031250 Penalty: 2643.987793
	Iteration 14Q: 3 clusters Score -374052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -374059.781250 Penalty: 2643.987793
	Iteration 15Q: 3 clusters Score -374059.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -374067.375000 Penalty: 2643.987793
	Iteration 16Q: 3 clusters Score -374067.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -374072.218750 Penalty: 2643.987793
	Iteration 17Q: 3 clusters Score -374072.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -374074.125000 Penalty: 2643.987793
	Iteration 18Q: 3 clusters Score -374074.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -374075.218750 Penalty: 2643.987793
	Iteration 19Q: 3 clusters Score -374075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -374078.937500 Penalty: 2643.987793
	Iteration 20F: 3 clusters Score -374078.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -374080.781250 Penalty: 2643.987793
	Iteration 21Q: 3 clusters Score -374080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -374080.875000 Penalty: 2643.987793
	Iteration 22Q: 3 clusters Score -374080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -374080.875000 Penalty: 2643.987793
	Iteration 23F: 3 clusters Score -374080.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Entering Unmasked Estep 
Score: -547775.312500 Penalty: 1355.788818
	Iteration 0F: 2 clusters Score -547775.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -544218.062500 Penalty: 2711.577637
	Iteration 0F: 3 clusters Score -544218.1 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -545167.187500 Penalty: 2711.577637
	Iteration 1F: 3 clusters Score -545167.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -545313.625000 Penalty: 2711.577637
	Iteration 2F: 3 clusters Score -545313.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -545399.312500 Penalty: 2711.577637
	Iteration 3Q: 3 clusters Score -545399.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -545450.375000 Penalty: 2711.577637
	Iteration 4Q: 3 clusters Score -545450.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -545484.875000 Penalty: 2711.577637
	Iteration 5Q: 3 clusters Score -545484.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -545504.500000 Penalty: 2711.577637
	Iteration 6Q: 3 clusters Score -545504.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -545520.750000 Penalty: 2711.577637
	Iteration 7Q: 3 clusters Score -545520.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -545540.750000 Penalty: 2711.577637
	Iteration 8Q: 3 clusters Score -545540.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -545566.187500 Penalty: 2711.577637
	Iteration 9Q: 3 clusters Score -545566.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -545586.437500 Penalty: 2711.577637
	Iteration 10Q: 3 clusters Score -545586.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -545610.125000 Penalty: 2711.577637
	Iteration 11Q: 3 clusters Score -545610.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -545643.187500 Penalty: 2711.577637
	Iteration 12Q: 3 clusters Score -545643.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -545670.562500 Penalty: 2711.577637
	Iteration 13Q: 3 clusters Score -545670.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -545693.500000 Penalty: 2711.577637
	Iteration 14Q: 3 clusters Score -545693.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -545711.937500 Penalty: 2711.577637
	Iteration 15Q: 3 clusters Score -545711.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -545727.375000 Penalty: 2711.577637
	Iteration 16Q: 3 clusters Score -545727.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -545751.312500 Penalty: 2711.577637
	Iteration 17Q: 3 clusters Score -545751.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -545778.500000 Penalty: 2711.577637
	Iteration 18Q: 3 clusters Score -545778.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -545808.937500 Penalty: 2711.577637
	Iteration 19Q: 3 clusters Score -545808.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -545844.812500 Penalty: 2711.577637
	Iteration 20F: 3 clusters Score -545844.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -545879.625000 Penalty: 2711.577637
	Iteration 21Q: 3 clusters Score -545879.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -545920.937500 Penalty: 2711.577637
	Iteration 22Q: 3 clusters Score -545920.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -545963.687500 Penalty: 2711.577637
	Iteration 23Q: 3 clusters Score -545963.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -546004.812500 Penalty: 2711.577637
	Iteration 24Q: 3 clusters Score -546004.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -546052.187500 Penalty: 2711.577637
	Iteration 25Q: 3 clusters Score -546052.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -546110.062500 Penalty: 2711.577637
	Iteration 26Q: 3 clusters Score -546110.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -546173.000000 Penalty: 2711.577637
	Iteration 27Q: 3 clusters Score -546173 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -546227.250000 Penalty: 2711.577637
	Iteration 28Q: 3 clusters Score -546227.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -546282.687500 Penalty: 2711.577637
	Iteration 29Q: 3 clusters Score -546282.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -546331.187500 Penalty: 2711.577637
	Iteration 30Q: 3 clusters Score -546331.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -546374.687500 Penalty: 2711.577637
	Iteration 31Q: 3 clusters Score -546374.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -546410.625000 Penalty: 2711.577637
	Iteration 32Q: 3 clusters Score -546410.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -546446.125000 Penalty: 2711.577637
	Iteration 33Q: 3 clusters Score -546446.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -546476.250000 Penalty: 2711.577637
	Iteration 34Q: 3 clusters Score -546476.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -546492.125000 Penalty: 2711.577637
	Iteration 35Q: 3 clusters Score -546492.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -546505.937500 Penalty: 2711.577637
	Iteration 36Q: 3 clusters Score -546505.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -546515.625000 Penalty: 2711.577637
	Iteration 37Q: 3 clusters Score -546515.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -546527.500000 Penalty: 2711.577637
	Iteration 38Q: 3 clusters Score -546527.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -546532.187500 Penalty: 2711.577637
	Iteration 39Q: 3 clusters Score -546532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -546536.375000 Penalty: 2711.577637
	Iteration 40F: 3 clusters Score -546536.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -546538.750000 Penalty: 2711.577637
	Iteration 41Q: 3 clusters Score -546538.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -546544.000000 Penalty: 2711.577637
	Iteration 42Q: 3 clusters Score -546544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -546544.625000 Penalty: 2711.577637
	Iteration 43Q: 3 clusters Score -546544.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -546545.187500 Penalty: 2711.577637
	Iteration 44Q: 3 clusters Score -546545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -546547.875000 Penalty: 2711.577637
	Iteration 45Q: 3 clusters Score -546547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -546548.812500 Penalty: 2711.577637
	Iteration 46Q: 3 clusters Score -546548.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -546551.937500 Penalty: 2711.577637
	Iteration 47Q: 3 clusters Score -546551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -546555.687500 Penalty: 2711.577637
	Iteration 48Q: 3 clusters Score -546555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -546556.875000 Penalty: 2711.577637
	Iteration 49Q: 3 clusters Score -546556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -546558.687500 Penalty: 2711.577637
	Iteration 50Q: 3 clusters Score -546558.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -546559.312500 Penalty: 2711.577637
	Iteration 51Q: 3 clusters Score -546559.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -546559.312500 Penalty: 2711.577637
	Iteration 52F: 3 clusters Score -546559.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Entering Unmasked Estep 
Score: -419989.937500 Penalty: 1330.526611
	Iteration 0F: 2 clusters Score -419989.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -416850.343750 Penalty: 2661.053223
	Iteration 0F: 3 clusters Score -416850.3 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -417681.718750 Penalty: 2661.053223
	Iteration 1F: 3 clusters Score -417681.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -417879.093750 Penalty: 2661.053223
	Iteration 2F: 3 clusters Score -417879.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -418036.500000 Penalty: 2661.053223
	Iteration 3F: 3 clusters Score -418036.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -418150.843750 Penalty: 2661.053223
	Iteration 4Q: 3 clusters Score -418150.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -418250.250000 Penalty: 2661.053223
	Iteration 5Q: 3 clusters Score -418250.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -418325.593750 Penalty: 2661.053223
	Iteration 6Q: 3 clusters Score -418325.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -418381.375000 Penalty: 2661.053223
	Iteration 7Q: 3 clusters Score -418381.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -418426.250000 Penalty: 2661.053223
	Iteration 8Q: 3 clusters Score -418426.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -418461.625000 Penalty: 2661.053223
	Iteration 9Q: 3 clusters Score -418461.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -418491.625000 Penalty: 2661.053223
	Iteration 10Q: 3 clusters Score -418491.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -418517.031250 Penalty: 2661.053223
	Iteration 11Q: 3 clusters Score -418517 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -418537.812500 Penalty: 2661.053223
	Iteration 12Q: 3 clusters Score -418537.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -418560.156250 Penalty: 2661.053223
	Iteration 13Q: 3 clusters Score -418560.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -418582.593750 Penalty: 2661.053223
	Iteration 14Q: 3 clusters Score -418582.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -418604.000000 Penalty: 2661.053223
	Iteration 15Q: 3 clusters Score -418604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -418623.250000 Penalty: 2661.053223
	Iteration 16Q: 3 clusters Score -418623.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -418635.906250 Penalty: 2661.053223
	Iteration 17Q: 3 clusters Score -418635.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -418650.812500 Penalty: 2661.053223
	Iteration 18Q: 3 clusters Score -418650.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -418672.093750 Penalty: 2661.053223
	Iteration 19Q: 3 clusters Score -418672.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -418689.906250 Penalty: 2661.053223
	Iteration 20F: 3 clusters Score -418689.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -418702.218750 Penalty: 2661.053223
	Iteration 21Q: 3 clusters Score -418702.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -418721.843750 Penalty: 2661.053223
	Iteration 22Q: 3 clusters Score -418721.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -418741.406250 Penalty: 2661.053223
	Iteration 23Q: 3 clusters Score -418741.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -418754.093750 Penalty: 2661.053223
	Iteration 24Q: 3 clusters Score -418754.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -418764.687500 Penalty: 2661.053223
	Iteration 25Q: 3 clusters Score -418764.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -418775.718750 Penalty: 2661.053223
	Iteration 26Q: 3 clusters Score -418775.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -418781.218750 Penalty: 2661.053223
	Iteration 27Q: 3 clusters Score -418781.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -418786.437500 Penalty: 2661.053223
	Iteration 28Q: 3 clusters Score -418786.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -418790.718750 Penalty: 2661.053223
	Iteration 29Q: 3 clusters Score -418790.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -418795.562500 Penalty: 2661.053223
	Iteration 30Q: 3 clusters Score -418795.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -418800.562500 Penalty: 2661.053223
	Iteration 31Q: 3 clusters Score -418800.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -418804.031250 Penalty: 2661.053223
	Iteration 32Q: 3 clusters Score -418804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -418805.687500 Penalty: 2661.053223
	Iteration 33Q: 3 clusters Score -418805.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -418806.687500 Penalty: 2661.053223
	Iteration 34Q: 3 clusters Score -418806.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -418809.718750 Penalty: 2661.053223
	Iteration 35Q: 3 clusters Score -418809.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -418810.437500 Penalty: 2661.053223
	Iteration 36Q: 3 clusters Score -418810.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -418813.437500 Penalty: 2661.053223
	Iteration 37Q: 3 clusters Score -418813.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -418814.062500 Penalty: 2661.053223
	Iteration 38Q: 3 clusters Score -418814.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -418815.937500 Penalty: 2661.053223
	Iteration 39Q: 3 clusters Score -418815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -418816.906250 Penalty: 2661.053223
	Iteration 40F: 3 clusters Score -418816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -418815.781250 Penalty: 2661.053223
	Iteration 41Q: 3 clusters Score -418815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -418815.781250 Penalty: 2661.053223
	Iteration 42F: 3 clusters Score -418815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -7429.702637 Penalty: 781.979980
	Iteration 0F: 2 clusters Score -7429.703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7007.511230 Penalty: 1563.959961
	Iteration 0F: 3 clusters Score -7007.511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7069.991699 Penalty: 1563.959961
	Iteration 1F: 3 clusters Score -7069.992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7084.728027 Penalty: 1563.959961
	Iteration 2Q: 3 clusters Score -7084.728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7087.054199 Penalty: 1563.959961
	Iteration 3Q: 3 clusters Score -7087.054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7088.654297 Penalty: 1563.959961
	Iteration 4Q: 3 clusters Score -7088.654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7088.654297 Penalty: 1563.959961
	Iteration 5F: 3 clusters Score -7088.654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Entering Unmasked Estep 
Score: -1865254.250000 Penalty: 1556.160278
	Iteration 0F: 2 clusters Score -1865254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1855192.500000 Penalty: 3112.320557
	Iteration 0F: 3 clusters Score -1855192 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1858641.375000 Penalty: 3112.320557
	Iteration 1F: 3 clusters Score -1858641 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1858852.750000 Penalty: 3112.320557
	Iteration 2Q: 3 clusters Score -1858853 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1859026.375000 Penalty: 3112.320557
	Iteration 3Q: 3 clusters Score -1859026 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1859190.000000 Penalty: 3112.320557
	Iteration 4Q: 3 clusters Score -1859190 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1859359.750000 Penalty: 3112.320557
	Iteration 5Q: 3 clusters Score -1859360 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1859498.375000 Penalty: 3112.320557
	Iteration 6Q: 3 clusters Score -1859498 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1859662.625000 Penalty: 3112.320557
	Iteration 7Q: 3 clusters Score -1859663 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1859871.500000 Penalty: 3112.320557
	Iteration 8Q: 3 clusters Score -1859872 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1860145.000000 Penalty: 3112.320557
	Iteration 9Q: 3 clusters Score -1860145 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1860489.000000 Penalty: 3112.320557
	Iteration 10Q: 3 clusters Score -1860489 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1860939.250000 Penalty: 3112.320557
	Iteration 11F: 3 clusters Score -1860939 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1861526.000000 Penalty: 3112.320557
	Iteration 12F: 3 clusters Score -1861526 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1862159.625000 Penalty: 3112.320557
	Iteration 13F: 3 clusters Score -1862160 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1862758.000000 Penalty: 3112.320557
	Iteration 14Q: 3 clusters Score -1862758 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1863211.875000 Penalty: 3112.320557
	Iteration 15Q: 3 clusters Score -1863212 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1863502.250000 Penalty: 3112.320557
	Iteration 16Q: 3 clusters Score -1863502 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1863675.000000 Penalty: 3112.320557
	Iteration 17Q: 3 clusters Score -1863675 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1863771.750000 Penalty: 3112.320557
	Iteration 18Q: 3 clusters Score -1863772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1863819.875000 Penalty: 3112.320557
	Iteration 19Q: 3 clusters Score -1863820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1863838.750000 Penalty: 3112.320557
	Iteration 20F: 3 clusters Score -1863839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1863860.500000 Penalty: 3112.320557
	Iteration 21Q: 3 clusters Score -1863860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1863864.500000 Penalty: 3112.320557
	Iteration 22Q: 3 clusters Score -1863864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1863864.875000 Penalty: 3112.320557
	Iteration 23Q: 3 clusters Score -1863865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1863873.875000 Penalty: 3112.320557
	Iteration 24Q: 3 clusters Score -1863874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1863878.875000 Penalty: 3112.320557
	Iteration 25Q: 3 clusters Score -1863879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1863880.000000 Penalty: 3112.320557
	Iteration 26Q: 3 clusters Score -1863880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1863883.125000 Penalty: 3112.320557
	Iteration 27Q: 3 clusters Score -1863883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1863886.875000 Penalty: 3112.320557
	Iteration 28Q: 3 clusters Score -1863887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1863886.875000 Penalty: 3112.320557
	Iteration 29F: 3 clusters Score -1863887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -14732.455078 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -14732.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14101.366211 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -14101.37 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14242.375977 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -14242.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14292.614258 Penalty: 1739.353882
	Iteration 2F: 3 clusters Score -14292.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14311.333984 Penalty: 1739.353882
	Iteration 3Q: 3 clusters Score -14311.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14332.881836 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -14332.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14410.681641 Penalty: 1739.353882
	Iteration 5Q: 3 clusters Score -14410.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14455.551758 Penalty: 1739.353882
	Iteration 6Q: 3 clusters Score -14455.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14476.989258 Penalty: 1739.353882
	Iteration 7Q: 3 clusters Score -14476.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14488.934570 Penalty: 1739.353882
	Iteration 8Q: 3 clusters Score -14488.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14494.097656 Penalty: 1739.353882
	Iteration 9Q: 3 clusters Score -14494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14497.383789 Penalty: 1739.353882
	Iteration 10Q: 3 clusters Score -14497.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14498.628906 Penalty: 1739.353882
	Iteration 11Q: 3 clusters Score -14498.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14530.281250 Penalty: 1739.353882
	Iteration 12Q: 3 clusters Score -14530.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14640.216797 Penalty: 1739.353882
	Iteration 13Q: 3 clusters Score -14640.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14654.299805 Penalty: 1739.353882
	Iteration 14Q: 3 clusters Score -14654.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14660.049805 Penalty: 1739.353882
	Iteration 15Q: 3 clusters Score -14660.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14660.049805 Penalty: 1739.353882
	Iteration 16F: 3 clusters Score -14660.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (123537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123537 members 
Entering Unmasked Estep 
Score: -15696636.000000 Penalty: 1905.197998
	Iteration 0F: 2 clusters Score -1.569664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 61809 members 
Entering Unmasked Estep 
Score: -15616442.000000 Penalty: 3810.395996
	Iteration 0F: 3 clusters Score -1.561644e+07 nChanged 59347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -15651608.000000 Penalty: 3810.395996
	Iteration 1F: 3 clusters Score -1.565161e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -15652639.000000 Penalty: 3810.395996
	Iteration 2Q: 3 clusters Score -1.565264e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 66287 members 
Entering Unmasked Estep 
Score: -15653945.000000 Penalty: 3810.395996
	Iteration 3Q: 3 clusters Score -1.565394e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -15655727.000000 Penalty: 3810.395996
	Iteration 4Q: 3 clusters Score -1.565573e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 70910 members 
Entering Unmasked Estep 
Score: -15657963.000000 Penalty: 3810.395996
	Iteration 5Q: 3 clusters Score -1.565796e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 74294 members 
Entering Unmasked Estep 
Score: -15661094.000000 Penalty: 3810.395996
	Iteration 6F: 3 clusters Score -1.566109e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 78150 members 
Entering Unmasked Estep 
Score: -15665328.000000 Penalty: 3810.395996
	Iteration 7F: 3 clusters Score -1.566533e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -15670442.000000 Penalty: 3810.395996
	Iteration 8F: 3 clusters Score -1.567044e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -15675020.000000 Penalty: 3810.395996
	Iteration 9F: 3 clusters Score -1.567502e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -15677739.000000 Penalty: 3810.395996
	Iteration 10Q: 3 clusters Score -1.567774e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 88284 members 
Entering Unmasked Estep 
Score: -15678866.000000 Penalty: 3810.395996
	Iteration 11Q: 3 clusters Score -1.567887e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 89709 members 
Entering Unmasked Estep 
Score: -15679505.000000 Penalty: 3810.395996
	Iteration 12Q: 3 clusters Score -1.56795e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -15680054.000000 Penalty: 3810.395996
	Iteration 13Q: 3 clusters Score -1.568005e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 92517 members 
Entering Unmasked Estep 
Score: -15680498.000000 Penalty: 3810.395996
	Iteration 14Q: 3 clusters Score -1.56805e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 93952 members 
Entering Unmasked Estep 
Score: -15680981.000000 Penalty: 3810.395996
	Iteration 15Q: 3 clusters Score -1.568098e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -15681409.000000 Penalty: 3810.395996
	Iteration 16Q: 3 clusters Score -1.568141e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 96984 members 
Entering Unmasked Estep 
Score: -15681988.000000 Penalty: 3810.395996
	Iteration 17Q: 3 clusters Score -1.568199e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 98592 members 
Entering Unmasked Estep 
Score: -15682642.000000 Penalty: 3810.395996
	Iteration 18Q: 3 clusters Score -1.568264e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 100200 members 
Entering Unmasked Estep 
Score: -15683310.000000 Penalty: 3810.395996
	Iteration 19Q: 3 clusters Score -1.568331e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 101845 members 
Entering Unmasked Estep 
Score: -15684018.000000 Penalty: 3810.395996
	Iteration 20F: 3 clusters Score -1.568402e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 103471 members 
Entering Unmasked Estep 
Score: -15684785.000000 Penalty: 3810.395996
	Iteration 21Q: 3 clusters Score -1.568478e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 105058 members 
Entering Unmasked Estep 
Score: -15685569.000000 Penalty: 3810.395996
	Iteration 22Q: 3 clusters Score -1.568557e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 106636 members 
Entering Unmasked Estep 
Score: -15686332.000000 Penalty: 3810.395996
	Iteration 23Q: 3 clusters Score -1.568633e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 108168 members 
Entering Unmasked Estep 
Score: -15687075.000000 Penalty: 3810.395996
	Iteration 24Q: 3 clusters Score -1.568708e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 109624 members 
Entering Unmasked Estep 
Score: -15688006.000000 Penalty: 3810.395996
	Iteration 25Q: 3 clusters Score -1.568801e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 111104 members 
Entering Unmasked Estep 
Score: -15689345.000000 Penalty: 3810.395996
	Iteration 26Q: 3 clusters Score -1.568934e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 112696 members 
Entering Unmasked Estep 
Score: -15690738.000000 Penalty: 3810.395996
	Iteration 27Q: 3 clusters Score -1.569074e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 114305 members 
Entering Unmasked Estep 
Score: -15692035.000000 Penalty: 3810.395996
	Iteration 28Q: 3 clusters Score -1.569204e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 115946 members 
Entering Unmasked Estep 
Score: -15693029.000000 Penalty: 3810.395996
	Iteration 29Q: 3 clusters Score -1.569303e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 117447 members 
Entering Unmasked Estep 
Score: -15693772.000000 Penalty: 3810.395996
	Iteration 30Q: 3 clusters Score -1.569377e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 118814 members 
Entering Unmasked Estep 
Score: -15694198.000000 Penalty: 3810.395996
	Iteration 31Q: 3 clusters Score -1.56942e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 119945 members 
Entering Unmasked Estep 
Score: -15694564.000000 Penalty: 3810.395996
	Iteration 32Q: 3 clusters Score -1.569456e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 120881 members 
Entering Unmasked Estep 
Score: -15694857.000000 Penalty: 3810.395996
	Iteration 33Q: 3 clusters Score -1.569486e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 121619 members 
Entering Unmasked Estep 
Score: -15694991.000000 Penalty: 3810.395996
	Iteration 34Q: 3 clusters Score -1.569499e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 122170 members 
Entering Unmasked Estep 
Score: -15695119.000000 Penalty: 3810.395996
	Iteration 35Q: 3 clusters Score -1.569512e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 122519 members 
Entering Unmasked Estep 
Score: -15695202.000000 Penalty: 3810.395996
	Iteration 36Q: 3 clusters Score -1.56952e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 122737 members 
Entering Unmasked Estep 
Score: -15695272.000000 Penalty: 3810.395996
	Iteration 37Q: 3 clusters Score -1.569527e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 122852 members 
Entering Unmasked Estep 
Score: -15695366.000000 Penalty: 3810.395996
	Iteration 38Q: 3 clusters Score -1.569537e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 122935 members 
Entering Unmasked Estep 
Score: -15695344.000000 Penalty: 3810.395996
	Iteration 39Q: 3 clusters Score -1.569534e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 122984 members 
Entering Unmasked Estep 
Score: -15695372.000000 Penalty: 3810.395996
	Iteration 40F: 3 clusters Score -1.569537e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 123017 members 
Entering Unmasked Estep 
Score: -15695367.000000 Penalty: 3810.395996
	Iteration 41Q: 3 clusters Score -1.569537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -15695378.000000 Penalty: 3810.395996
	Iteration 42Q: 3 clusters Score -1.569538e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 123050 members 
Entering Unmasked Estep 
Score: -15695393.000000 Penalty: 3810.395996
	Iteration 43Q: 3 clusters Score -1.569539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 123060 members 
Entering Unmasked Estep 
Score: -15695382.000000 Penalty: 3810.395996
	Iteration 44Q: 3 clusters Score -1.569538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 123069 members 
Entering Unmasked Estep 
Score: -15695382.000000 Penalty: 3810.395996
	Iteration 45Q: 3 clusters Score -1.569538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 123075 members 
Entering Unmasked Estep 
Score: -15695374.000000 Penalty: 3810.395996
	Iteration 46Q: 3 clusters Score -1.569537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 123075 members 
Entering Unmasked Estep 
Score: -15695388.000000 Penalty: 3810.395996
	Iteration 47Q: 3 clusters Score -1.569539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 123081 members 
Entering Unmasked Estep 
Score: -15695396.000000 Penalty: 3810.395996
	Iteration 48Q: 3 clusters Score -1.56954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 123087 members 
Entering Unmasked Estep 
Score: -15695387.000000 Penalty: 3810.395996
	Iteration 49Q: 3 clusters Score -1.569539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 123089 members 
Entering Unmasked Estep 
Score: -15695394.000000 Penalty: 3810.395996
	Iteration 50Q: 3 clusters Score -1.569539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 123091 members 
Entering Unmasked Estep 
Score: -15695390.000000 Penalty: 3810.395996
	Iteration 51Q: 3 clusters Score -1.569539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 123093 members 
Entering Unmasked Estep 
Score: -15695389.000000 Penalty: 3810.395996
	Iteration 52Q: 3 clusters Score -1.569539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 123097 members 
Entering Unmasked Estep 
Score: -15695382.000000 Penalty: 3810.395996
	Iteration 53Q: 3 clusters Score -1.569538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 123099 members 
Entering Unmasked Estep 
Score: -15695379.000000 Penalty: 3810.395996
	Iteration 54Q: 3 clusters Score -1.569538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 123099 members 
Entering Unmasked Estep 
Score: -15695379.000000 Penalty: 3810.395996
	Iteration 55F: 3 clusters Score -1.569538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 129205 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91043 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83197 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48849 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2944 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35423 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47842 members 
Mstep: Class 24 contains 47991 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944400.000000 Penalty: 82330.375000
Iteration 399Q: 38 clusters Score -1.089444e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 129205 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91042 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83197 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48849 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2945 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35422 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47842 members 
Mstep: Class 24 contains 47991 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944368.000000 Penalty: 82330.375000
Iteration 400F: 38 clusters Score -1.089444e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 129205 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91042 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83196 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48849 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2950 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35422 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47842 members 
Mstep: Class 24 contains 47989 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944392.000000 Penalty: 82330.375000
Iteration 401Q: 38 clusters Score -1.089444e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 129206 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91041 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83196 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48849 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35422 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47842 members 
Mstep: Class 24 contains 47989 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944360.000000 Penalty: 82330.375000
Iteration 402Q: 38 clusters Score -1.089444e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 129206 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91041 members 
Mstep: Class 6 contains 7607 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83196 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48849 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35422 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47842 members 
Mstep: Class 24 contains 47989 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944392.000000 Penalty: 82330.375000
Iteration 403Q: 38 clusters Score -1.089444e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 129205 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91041 members 
Mstep: Class 6 contains 7607 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83196 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48849 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35422 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47842 members 
Mstep: Class 24 contains 47989 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944384.000000 Penalty: 82330.375000
Iteration 404Q: 38 clusters Score -1.089444e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 129204 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91041 members 
Mstep: Class 6 contains 7607 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83196 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48849 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35422 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47842 members 
Mstep: Class 24 contains 47989 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944400.000000 Penalty: 82330.375000
Iteration 405Q: 38 clusters Score -1.089444e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 129205 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91041 members 
Mstep: Class 6 contains 7607 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83195 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48849 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35422 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47842 members 
Mstep: Class 24 contains 47989 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944376.000000 Penalty: 82330.375000
Iteration 406Q: 38 clusters Score -1.089444e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 129206 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91041 members 
Mstep: Class 6 contains 7607 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83195 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48849 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35422 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47841 members 
Mstep: Class 24 contains 47989 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944360.000000 Penalty: 82330.375000
Iteration 407Q: 38 clusters Score -1.089444e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 129206 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91042 members 
Mstep: Class 6 contains 7607 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83195 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48849 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35422 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47840 members 
Mstep: Class 24 contains 47989 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944360.000000 Penalty: 82330.375000
Iteration 408Q: 38 clusters Score -1.089444e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 129206 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91042 members 
Mstep: Class 6 contains 7607 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83195 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48849 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35422 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47840 members 
Mstep: Class 24 contains 47989 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 211 members 
Mstep: Class 37 contains 123537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944360.000000 Penalty: 82330.375000
Iteration 409F: 38 clusters Score -1.089444e+08 nChanged 0
Entering ConstructFrom: 
Score: -108944360.000000 Penalty: 82330.375000
Entering ConstructFrom: 
Trying to split cluster 1 (80931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Entering Unmasked Estep 
Score: -10381503.000000 Penalty: 1836.469727
	Iteration 0F: 2 clusters Score -1.03815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -10327951.000000 Penalty: 3672.939453
	Iteration 0F: 3 clusters Score -1.032795e+07 nChanged 38365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -10349731.000000 Penalty: 3672.939453
	Iteration 1F: 3 clusters Score -1.034973e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -10350163.000000 Penalty: 3672.939453
	Iteration 2Q: 3 clusters Score -1.035016e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -10350626.000000 Penalty: 3672.939453
	Iteration 3Q: 3 clusters Score -1.035063e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -10351139.000000 Penalty: 3672.939453
	Iteration 4Q: 3 clusters Score -1.035114e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -10351707.000000 Penalty: 3672.939453
	Iteration 5Q: 3 clusters Score -1.035171e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -10352409.000000 Penalty: 3672.939453
	Iteration 6Q: 3 clusters Score -1.035241e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -10353311.000000 Penalty: 3672.939453
	Iteration 7Q: 3 clusters Score -1.035331e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -10354446.000000 Penalty: 3672.939453
	Iteration 8Q: 3 clusters Score -1.035445e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -10355811.000000 Penalty: 3672.939453
	Iteration 9Q: 3 clusters Score -1.035581e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -10357143.000000 Penalty: 3672.939453
	Iteration 10Q: 3 clusters Score -1.035714e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -10358501.000000 Penalty: 3672.939453
	Iteration 11Q: 3 clusters Score -1.03585e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -10359962.000000 Penalty: 3672.939453
	Iteration 12Q: 3 clusters Score -1.035996e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -10361321.000000 Penalty: 3672.939453
	Iteration 13Q: 3 clusters Score -1.036132e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -10362720.000000 Penalty: 3672.939453
	Iteration 14Q: 3 clusters Score -1.036272e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60084 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -10364279.000000 Penalty: 3672.939453
	Iteration 15Q: 3 clusters Score -1.036428e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -10366236.000000 Penalty: 3672.939453
	Iteration 16Q: 3 clusters Score -1.036624e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67862 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -10368872.000000 Penalty: 3672.939453
	Iteration 17Q: 3 clusters Score -1.036887e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -10372025.000000 Penalty: 3672.939453
	Iteration 18F: 3 clusters Score -1.037202e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -10375183.000000 Penalty: 3672.939453
	Iteration 19Q: 3 clusters Score -1.037518e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -10377654.000000 Penalty: 3672.939453
	Iteration 20F: 3 clusters Score -1.037765e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79905 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -10378991.000000 Penalty: 3672.939453
	Iteration 21Q: 3 clusters Score -1.037899e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80474 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10379547.000000 Penalty: 3672.939453
	Iteration 22Q: 3 clusters Score -1.037955e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80639 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10379745.000000 Penalty: 3672.939453
	Iteration 23Q: 3 clusters Score -1.037974e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80696 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10379817.000000 Penalty: 3672.939453
	Iteration 24Q: 3 clusters Score -1.037982e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10379858.000000 Penalty: 3672.939453
	Iteration 25Q: 3 clusters Score -1.037986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10379880.000000 Penalty: 3672.939453
	Iteration 26Q: 3 clusters Score -1.037988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10379891.000000 Penalty: 3672.939453
	Iteration 27Q: 3 clusters Score -1.037989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80753 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10379911.000000 Penalty: 3672.939453
	Iteration 28Q: 3 clusters Score -1.037991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80756 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10379927.000000 Penalty: 3672.939453
	Iteration 29Q: 3 clusters Score -1.037993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80756 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10379922.000000 Penalty: 3672.939453
	Iteration 30Q: 3 clusters Score -1.037992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80757 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10379929.000000 Penalty: 3672.939453
	Iteration 31Q: 3 clusters Score -1.037993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80759 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10379938.000000 Penalty: 3672.939453
	Iteration 32Q: 3 clusters Score -1.037994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80759 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10379938.000000 Penalty: 3672.939453
	Iteration 33F: 3 clusters Score -1.037994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129206 members 
Entering Unmasked Estep 
Score: -16521859.000000 Penalty: 1912.489014
	Iteration 0F: 2 clusters Score -1.652186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64607 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -16439954.000000 Penalty: 3824.978027
	Iteration 0F: 3 clusters Score -1.643995e+07 nChanged 62242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62491 members 
Mstep: Class 2 contains 66715 members 
Entering Unmasked Estep 
Score: -16478065.000000 Penalty: 3824.978027
	Iteration 1F: 3 clusters Score -1.647806e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -16480171.000000 Penalty: 3824.978027
	Iteration 2Q: 3 clusters Score -1.648017e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -16482665.000000 Penalty: 3824.978027
	Iteration 3F: 3 clusters Score -1.648266e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -16485758.000000 Penalty: 3824.978027
	Iteration 4F: 3 clusters Score -1.648576e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 71346 members 
Entering Unmasked Estep 
Score: -16488486.000000 Penalty: 3824.978027
	Iteration 5F: 3 clusters Score -1.648849e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 72115 members 
Entering Unmasked Estep 
Score: -16490995.000000 Penalty: 3824.978027
	Iteration 6F: 3 clusters Score -1.6491e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -16492821.000000 Penalty: 3824.978027
	Iteration 7Q: 3 clusters Score -1.649282e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -16494613.000000 Penalty: 3824.978027
	Iteration 8Q: 3 clusters Score -1.649461e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -16496614.000000 Penalty: 3824.978027
	Iteration 9Q: 3 clusters Score -1.649661e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 71815 members 
Entering Unmasked Estep 
Score: -16499039.000000 Penalty: 3824.978027
	Iteration 10Q: 3 clusters Score -1.649904e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 71083 members 
Entering Unmasked Estep 
Score: -16501679.000000 Penalty: 3824.978027
	Iteration 11Q: 3 clusters Score -1.650168e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 70313 members 
Entering Unmasked Estep 
Score: -16503737.000000 Penalty: 3824.978027
	Iteration 12Q: 3 clusters Score -1.650374e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 69586 members 
Entering Unmasked Estep 
Score: -16504925.000000 Penalty: 3824.978027
	Iteration 13Q: 3 clusters Score -1.650492e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -16505461.000000 Penalty: 3824.978027
	Iteration 14Q: 3 clusters Score -1.650546e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -16505892.000000 Penalty: 3824.978027
	Iteration 15Q: 3 clusters Score -1.650589e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
Score: -16506268.000000 Penalty: 3824.978027
	Iteration 16Q: 3 clusters Score -1.650627e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -16506647.000000 Penalty: 3824.978027
	Iteration 17Q: 3 clusters Score -1.650665e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64356 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -16507145.000000 Penalty: 3824.978027
	Iteration 18Q: 3 clusters Score -1.650714e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -16507558.000000 Penalty: 3824.978027
	Iteration 19Q: 3 clusters Score -1.650756e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66197 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -16508027.000000 Penalty: 3824.978027
	Iteration 20F: 3 clusters Score -1.650803e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -16508565.000000 Penalty: 3824.978027
	Iteration 21Q: 3 clusters Score -1.650856e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68007 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -16509035.000000 Penalty: 3824.978027
	Iteration 22Q: 3 clusters Score -1.650904e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68962 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -16509513.000000 Penalty: 3824.978027
	Iteration 23Q: 3 clusters Score -1.650951e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -16509863.000000 Penalty: 3824.978027
	Iteration 24Q: 3 clusters Score -1.650986e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 58304 members 
Entering Unmasked Estep 
Score: -16510284.000000 Penalty: 3824.978027
	Iteration 25Q: 3 clusters Score -1.651028e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -16510618.000000 Penalty: 3824.978027
	Iteration 26Q: 3 clusters Score -1.651062e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -16510821.000000 Penalty: 3824.978027
	Iteration 27Q: 3 clusters Score -1.651082e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -16511116.000000 Penalty: 3824.978027
	Iteration 28Q: 3 clusters Score -1.651112e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -16511349.000000 Penalty: 3824.978027
	Iteration 29Q: 3 clusters Score -1.651135e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -16511602.000000 Penalty: 3824.978027
	Iteration 30Q: 3 clusters Score -1.65116e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -16511705.000000 Penalty: 3824.978027
	Iteration 31Q: 3 clusters Score -1.65117e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76782 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -16511720.000000 Penalty: 3824.978027
	Iteration 32Q: 3 clusters Score -1.651172e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -16511792.000000 Penalty: 3824.978027
	Iteration 33Q: 3 clusters Score -1.651179e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -16511763.000000 Penalty: 3824.978027
	Iteration 34Q: 3 clusters Score -1.651176e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79195 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -16511783.000000 Penalty: 3824.978027
	Iteration 35Q: 3 clusters Score -1.651178e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -16511796.000000 Penalty: 3824.978027
	Iteration 36Q: 3 clusters Score -1.65118e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80713 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -16511882.000000 Penalty: 3824.978027
	Iteration 37Q: 3 clusters Score -1.651188e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -16511889.000000 Penalty: 3824.978027
	Iteration 38Q: 3 clusters Score -1.651189e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -16511920.000000 Penalty: 3824.978027
	Iteration 39Q: 3 clusters Score -1.651192e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82868 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -16511952.000000 Penalty: 3824.978027
	Iteration 40F: 3 clusters Score -1.651195e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83632 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -16511980.000000 Penalty: 3824.978027
	Iteration 41Q: 3 clusters Score -1.651198e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -16511933.000000 Penalty: 3824.978027
	Iteration 42Q: 3 clusters Score -1.651193e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -16511969.000000 Penalty: 3824.978027
	Iteration 43Q: 3 clusters Score -1.651197e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86047 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -16511923.000000 Penalty: 3824.978027
	Iteration 44Q: 3 clusters Score -1.651192e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -16511944.000000 Penalty: 3824.978027
	Iteration 45Q: 3 clusters Score -1.651194e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -16511998.000000 Penalty: 3824.978027
	Iteration 46Q: 3 clusters Score -1.6512e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88601 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -16512100.000000 Penalty: 3824.978027
	Iteration 47Q: 3 clusters Score -1.65121e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -16512138.000000 Penalty: 3824.978027
	Iteration 48Q: 3 clusters Score -1.651214e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90506 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -16512218.000000 Penalty: 3824.978027
	Iteration 49Q: 3 clusters Score -1.651222e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91524 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -16512426.000000 Penalty: 3824.978027
	Iteration 50Q: 3 clusters Score -1.651243e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92563 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -16512540.000000 Penalty: 3824.978027
	Iteration 51Q: 3 clusters Score -1.651254e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -16512737.000000 Penalty: 3824.978027
	Iteration 52Q: 3 clusters Score -1.651274e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94721 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -16512892.000000 Penalty: 3824.978027
	Iteration 53Q: 3 clusters Score -1.651289e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95820 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -16513146.000000 Penalty: 3824.978027
	Iteration 54Q: 3 clusters Score -1.651315e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96887 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -16513248.000000 Penalty: 3824.978027
	Iteration 55Q: 3 clusters Score -1.651325e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97938 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -16513472.000000 Penalty: 3824.978027
	Iteration 56Q: 3 clusters Score -1.651347e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99035 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -16513661.000000 Penalty: 3824.978027
	Iteration 57Q: 3 clusters Score -1.651366e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100151 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -16513900.000000 Penalty: 3824.978027
	Iteration 58Q: 3 clusters Score -1.65139e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -16514219.000000 Penalty: 3824.978027
	Iteration 59Q: 3 clusters Score -1.651422e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102413 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -16514464.000000 Penalty: 3824.978027
	Iteration 60F: 3 clusters Score -1.651446e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103490 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -16514691.000000 Penalty: 3824.978027
	Iteration 61Q: 3 clusters Score -1.651469e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104615 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -16514916.000000 Penalty: 3824.978027
	Iteration 62Q: 3 clusters Score -1.651492e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105793 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -16515159.000000 Penalty: 3824.978027
	Iteration 63Q: 3 clusters Score -1.651516e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106898 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -16515426.000000 Penalty: 3824.978027
	Iteration 64Q: 3 clusters Score -1.651543e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108020 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -16515600.000000 Penalty: 3824.978027
	Iteration 65Q: 3 clusters Score -1.65156e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109149 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -16516054.000000 Penalty: 3824.978027
	Iteration 66Q: 3 clusters Score -1.651605e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110251 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -16516564.000000 Penalty: 3824.978027
	Iteration 67Q: 3 clusters Score -1.651656e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111346 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -16517334.000000 Penalty: 3824.978027
	Iteration 68Q: 3 clusters Score -1.651733e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112480 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -16518045.000000 Penalty: 3824.978027
	Iteration 69Q: 3 clusters Score -1.651804e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113625 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -16518550.000000 Penalty: 3824.978027
	Iteration 70Q: 3 clusters Score -1.651855e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114743 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -16519148.000000 Penalty: 3824.978027
	Iteration 71Q: 3 clusters Score -1.651915e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115832 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -16519634.000000 Penalty: 3824.978027
	Iteration 72Q: 3 clusters Score -1.651963e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116905 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -16520040.000000 Penalty: 3824.978027
	Iteration 73Q: 3 clusters Score -1.652004e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117931 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -16520373.000000 Penalty: 3824.978027
	Iteration 74Q: 3 clusters Score -1.652037e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118944 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -16520623.000000 Penalty: 3824.978027
	Iteration 75Q: 3 clusters Score -1.652062e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119885 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -16520815.000000 Penalty: 3824.978027
	Iteration 76Q: 3 clusters Score -1.652082e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120782 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -16521017.000000 Penalty: 3824.978027
	Iteration 77Q: 3 clusters Score -1.652102e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121604 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -16521220.000000 Penalty: 3824.978027
	Iteration 78Q: 3 clusters Score -1.652122e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122372 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -16521442.000000 Penalty: 3824.978027
	Iteration 79Q: 3 clusters Score -1.652144e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123088 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -16521528.000000 Penalty: 3824.978027
	Iteration 80F: 3 clusters Score -1.652153e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123744 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -16521516.000000 Penalty: 3824.978027
	Iteration 81Q: 3 clusters Score -1.652152e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124326 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -16521581.000000 Penalty: 3824.978027
	Iteration 82Q: 3 clusters Score -1.652158e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124842 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -16521621.000000 Penalty: 3824.978027
	Iteration 83Q: 3 clusters Score -1.652162e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125313 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -16521626.000000 Penalty: 3824.978027
	Iteration 84Q: 3 clusters Score -1.652163e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125707 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -16521659.000000 Penalty: 3824.978027
	Iteration 85Q: 3 clusters Score -1.652166e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126010 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -16521657.000000 Penalty: 3824.978027
	Iteration 86Q: 3 clusters Score -1.652166e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126274 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -16521618.000000 Penalty: 3824.978027
	Iteration 87Q: 3 clusters Score -1.652162e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126485 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -16521579.000000 Penalty: 3824.978027
	Iteration 88Q: 3 clusters Score -1.652158e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126638 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -16521596.000000 Penalty: 3824.978027
	Iteration 89Q: 3 clusters Score -1.65216e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126751 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -16521572.000000 Penalty: 3824.978027
	Iteration 90Q: 3 clusters Score -1.652157e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126855 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -16521530.000000 Penalty: 3824.978027
	Iteration 91Q: 3 clusters Score -1.652153e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126953 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -16521519.000000 Penalty: 3824.978027
	Iteration 92Q: 3 clusters Score -1.652152e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127022 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -16521532.000000 Penalty: 3824.978027
	Iteration 93Q: 3 clusters Score -1.652153e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127095 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -16521503.000000 Penalty: 3824.978027
	Iteration 94Q: 3 clusters Score -1.65215e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127152 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -16521505.000000 Penalty: 3824.978027
	Iteration 95Q: 3 clusters Score -1.65215e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127194 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -16521508.000000 Penalty: 3824.978027
	Iteration 96Q: 3 clusters Score -1.652151e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127233 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -16521506.000000 Penalty: 3824.978027
	Iteration 97Q: 3 clusters Score -1.652151e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127270 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -16521502.000000 Penalty: 3824.978027
	Iteration 98Q: 3 clusters Score -1.65215e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127301 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -16521499.000000 Penalty: 3824.978027
	Iteration 99Q: 3 clusters Score -1.65215e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127326 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -16521499.000000 Penalty: 3824.978027
	Iteration 100F: 3 clusters Score -1.65215e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127348 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -16521477.000000 Penalty: 3824.978027
	Iteration 101Q: 3 clusters Score -1.652148e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127374 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -16521491.000000 Penalty: 3824.978027
	Iteration 102Q: 3 clusters Score -1.652149e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127397 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -16521493.000000 Penalty: 3824.978027
	Iteration 103Q: 3 clusters Score -1.652149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127407 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -16521478.000000 Penalty: 3824.978027
	Iteration 104Q: 3 clusters Score -1.652148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127416 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -16521486.000000 Penalty: 3824.978027
	Iteration 105Q: 3 clusters Score -1.652149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -16521480.000000 Penalty: 3824.978027
	Iteration 106Q: 3 clusters Score -1.652148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127436 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -16521467.000000 Penalty: 3824.978027
	Iteration 107Q: 3 clusters Score -1.652147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127441 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -16521478.000000 Penalty: 3824.978027
	Iteration 108Q: 3 clusters Score -1.652148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127439 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -16521469.000000 Penalty: 3824.978027
	Iteration 109Q: 3 clusters Score -1.652147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127441 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -16521475.000000 Penalty: 3824.978027
	Iteration 110Q: 3 clusters Score -1.652148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127451 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -16521471.000000 Penalty: 3824.978027
	Iteration 111Q: 3 clusters Score -1.652147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127454 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -16521479.000000 Penalty: 3824.978027
	Iteration 112Q: 3 clusters Score -1.652148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127456 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -16521472.000000 Penalty: 3824.978027
	Iteration 113Q: 3 clusters Score -1.652147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127458 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -16521459.000000 Penalty: 3824.978027
	Iteration 114Q: 3 clusters Score -1.652146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127462 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -16521469.000000 Penalty: 3824.978027
	Iteration 115Q: 3 clusters Score -1.652147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127467 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -16521476.000000 Penalty: 3824.978027
	Iteration 116Q: 3 clusters Score -1.652148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127470 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -16521473.000000 Penalty: 3824.978027
	Iteration 117Q: 3 clusters Score -1.652147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127472 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -16521481.000000 Penalty: 3824.978027
	Iteration 118Q: 3 clusters Score -1.652148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127475 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -16521486.000000 Penalty: 3824.978027
	Iteration 119Q: 3 clusters Score -1.652149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127476 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -16521492.000000 Penalty: 3824.978027
	Iteration 120F: 3 clusters Score -1.652149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127478 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -16521494.000000 Penalty: 3824.978027
	Iteration 121Q: 3 clusters Score -1.652149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127479 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -16521491.000000 Penalty: 3824.978027
	Iteration 122Q: 3 clusters Score -1.652149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127482 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -16521488.000000 Penalty: 3824.978027
	Iteration 123Q: 3 clusters Score -1.652149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127485 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -16521476.000000 Penalty: 3824.978027
	Iteration 124Q: 3 clusters Score -1.652148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127485 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -16521490.000000 Penalty: 3824.978027
	Iteration 125Q: 3 clusters Score -1.652149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127488 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -16521490.000000 Penalty: 3824.978027
	Iteration 126Q: 3 clusters Score -1.652149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127492 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -16521489.000000 Penalty: 3824.978027
	Iteration 127Q: 3 clusters Score -1.652149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127494 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -16521476.000000 Penalty: 3824.978027
	Iteration 128Q: 3 clusters Score -1.652148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127496 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -16521479.000000 Penalty: 3824.978027
	Iteration 129Q: 3 clusters Score -1.652148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127495 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -16521477.000000 Penalty: 3824.978027
	Iteration 130Q: 3 clusters Score -1.652148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127498 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -16521481.000000 Penalty: 3824.978027
	Iteration 131Q: 3 clusters Score -1.652148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127499 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -16521476.000000 Penalty: 3824.978027
	Iteration 132Q: 3 clusters Score -1.652148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127498 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -16521475.000000 Penalty: 3824.978027
	Iteration 133Q: 3 clusters Score -1.652148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127498 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -16521475.000000 Penalty: 3824.978027
	Iteration 134F: 3 clusters Score -1.652148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Entering Unmasked Estep 
Score: -2225846.250000 Penalty: 1586.882568
	Iteration 0F: 2 clusters Score -2225846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2213898.750000 Penalty: 3173.765137
	Iteration 0F: 3 clusters Score -2213899 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2218098.750000 Penalty: 3173.765137
	Iteration 1F: 3 clusters Score -2218099 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2218377.500000 Penalty: 3173.765137
	Iteration 2Q: 3 clusters Score -2218378 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2218635.750000 Penalty: 3173.765137
	Iteration 3Q: 3 clusters Score -2218636 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2218847.750000 Penalty: 3173.765137
	Iteration 4Q: 3 clusters Score -2218848 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2219060.000000 Penalty: 3173.765137
	Iteration 5Q: 3 clusters Score -2219060 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2219278.750000 Penalty: 3173.765137
	Iteration 6Q: 3 clusters Score -2219279 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2219534.000000 Penalty: 3173.765137
	Iteration 7Q: 3 clusters Score -2219534 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2219849.500000 Penalty: 3173.765137
	Iteration 8Q: 3 clusters Score -2219850 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2220212.750000 Penalty: 3173.765137
	Iteration 9Q: 3 clusters Score -2220213 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2220615.750000 Penalty: 3173.765137
	Iteration 10Q: 3 clusters Score -2220616 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2221148.500000 Penalty: 3173.765137
	Iteration 11Q: 3 clusters Score -2221148 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2221720.000000 Penalty: 3173.765137
	Iteration 12Q: 3 clusters Score -2221720 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2222158.000000 Penalty: 3173.765137
	Iteration 13Q: 3 clusters Score -2222158 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2222420.250000 Penalty: 3173.765137
	Iteration 14Q: 3 clusters Score -2222420 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2222550.750000 Penalty: 3173.765137
	Iteration 15Q: 3 clusters Score -2222551 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2222629.750000 Penalty: 3173.765137
	Iteration 16Q: 3 clusters Score -2222630 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2222691.750000 Penalty: 3173.765137
	Iteration 17Q: 3 clusters Score -2222692 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2222743.250000 Penalty: 3173.765137
	Iteration 18Q: 3 clusters Score -2222743 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2222785.000000 Penalty: 3173.765137
	Iteration 19Q: 3 clusters Score -2222785 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2222819.250000 Penalty: 3173.765137
	Iteration 20F: 3 clusters Score -2222819 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2222848.500000 Penalty: 3173.765137
	Iteration 21Q: 3 clusters Score -2222848 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2222862.500000 Penalty: 3173.765137
	Iteration 22Q: 3 clusters Score -2222862 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2222869.000000 Penalty: 3173.765137
	Iteration 23Q: 3 clusters Score -2222869 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2222881.750000 Penalty: 3173.765137
	Iteration 24Q: 3 clusters Score -2222882 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2222900.250000 Penalty: 3173.765137
	Iteration 25Q: 3 clusters Score -2222900 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2222907.750000 Penalty: 3173.765137
	Iteration 26Q: 3 clusters Score -2222908 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2222918.000000 Penalty: 3173.765137
	Iteration 27Q: 3 clusters Score -2222918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2222926.250000 Penalty: 3173.765137
	Iteration 28Q: 3 clusters Score -2222926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2222929.750000 Penalty: 3173.765137
	Iteration 29Q: 3 clusters Score -2222930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2222943.000000 Penalty: 3173.765137
	Iteration 30Q: 3 clusters Score -2222943 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2222947.750000 Penalty: 3173.765137
	Iteration 31Q: 3 clusters Score -2222948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2222958.250000 Penalty: 3173.765137
	Iteration 32Q: 3 clusters Score -2222958 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2222965.750000 Penalty: 3173.765137
	Iteration 33Q: 3 clusters Score -2222966 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2222982.000000 Penalty: 3173.765137
	Iteration 34Q: 3 clusters Score -2222982 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2222997.750000 Penalty: 3173.765137
	Iteration 35Q: 3 clusters Score -2222998 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2222996.500000 Penalty: 3173.765137
	Iteration 36Q: 3 clusters Score -2222996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2223002.500000 Penalty: 3173.765137
	Iteration 37Q: 3 clusters Score -2223002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2223014.000000 Penalty: 3173.765137
	Iteration 38Q: 3 clusters Score -2223014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2223021.500000 Penalty: 3173.765137
	Iteration 39Q: 3 clusters Score -2223022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2223022.500000 Penalty: 3173.765137
	Iteration 40F: 3 clusters Score -2223022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2223033.000000 Penalty: 3173.765137
	Iteration 41Q: 3 clusters Score -2223033 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2223040.250000 Penalty: 3173.765137
	Iteration 42Q: 3 clusters Score -2223040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2223043.250000 Penalty: 3173.765137
	Iteration 43Q: 3 clusters Score -2223043 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2223049.500000 Penalty: 3173.765137
	Iteration 44Q: 3 clusters Score -2223050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2223048.750000 Penalty: 3173.765137
	Iteration 45Q: 3 clusters Score -2223049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2223060.750000 Penalty: 3173.765137
	Iteration 46Q: 3 clusters Score -2223061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2223061.750000 Penalty: 3173.765137
	Iteration 47Q: 3 clusters Score -2223062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2223060.750000 Penalty: 3173.765137
	Iteration 48Q: 3 clusters Score -2223061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2223066.250000 Penalty: 3173.765137
	Iteration 49Q: 3 clusters Score -2223066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2223073.000000 Penalty: 3173.765137
	Iteration 50Q: 3 clusters Score -2223073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2223076.500000 Penalty: 3173.765137
	Iteration 51Q: 3 clusters Score -2223076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2223080.500000 Penalty: 3173.765137
	Iteration 52Q: 3 clusters Score -2223080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2223088.000000 Penalty: 3173.765137
	Iteration 53Q: 3 clusters Score -2223088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2223088.750000 Penalty: 3173.765137
	Iteration 54Q: 3 clusters Score -2223089 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2223090.750000 Penalty: 3173.765137
	Iteration 55Q: 3 clusters Score -2223091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2223097.500000 Penalty: 3173.765137
	Iteration 56Q: 3 clusters Score -2223098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2223098.250000 Penalty: 3173.765137
	Iteration 57Q: 3 clusters Score -2223098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2223105.500000 Penalty: 3173.765137
	Iteration 58Q: 3 clusters Score -2223106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2223109.250000 Penalty: 3173.765137
	Iteration 59Q: 3 clusters Score -2223109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2223114.750000 Penalty: 3173.765137
	Iteration 60F: 3 clusters Score -2223115 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2223129.750000 Penalty: 3173.765137
	Iteration 61Q: 3 clusters Score -2223130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2223132.000000 Penalty: 3173.765137
	Iteration 62Q: 3 clusters Score -2223132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2223143.750000 Penalty: 3173.765137
	Iteration 63Q: 3 clusters Score -2223144 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2223147.000000 Penalty: 3173.765137
	Iteration 64Q: 3 clusters Score -2223147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2223152.250000 Penalty: 3173.765137
	Iteration 65Q: 3 clusters Score -2223152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2223164.000000 Penalty: 3173.765137
	Iteration 66Q: 3 clusters Score -2223164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2223166.500000 Penalty: 3173.765137
	Iteration 67Q: 3 clusters Score -2223166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2223170.250000 Penalty: 3173.765137
	Iteration 68Q: 3 clusters Score -2223170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2223178.750000 Penalty: 3173.765137
	Iteration 69Q: 3 clusters Score -2223179 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2223182.250000 Penalty: 3173.765137
	Iteration 70Q: 3 clusters Score -2223182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2223188.500000 Penalty: 3173.765137
	Iteration 71Q: 3 clusters Score -2223188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2223190.250000 Penalty: 3173.765137
	Iteration 72Q: 3 clusters Score -2223190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2223194.250000 Penalty: 3173.765137
	Iteration 73Q: 3 clusters Score -2223194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2223198.250000 Penalty: 3173.765137
	Iteration 74Q: 3 clusters Score -2223198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2223197.500000 Penalty: 3173.765137
	Iteration 75Q: 3 clusters Score -2223198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2223206.750000 Penalty: 3173.765137
	Iteration 76Q: 3 clusters Score -2223207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2223215.500000 Penalty: 3173.765137
	Iteration 77Q: 3 clusters Score -2223216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2223214.750000 Penalty: 3173.765137
	Iteration 78Q: 3 clusters Score -2223215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2223224.250000 Penalty: 3173.765137
	Iteration 79Q: 3 clusters Score -2223224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2223231.750000 Penalty: 3173.765137
	Iteration 80F: 3 clusters Score -2223232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2223240.750000 Penalty: 3173.765137
	Iteration 81Q: 3 clusters Score -2223241 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2223243.250000 Penalty: 3173.765137
	Iteration 82Q: 3 clusters Score -2223243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2223242.250000 Penalty: 3173.765137
	Iteration 83Q: 3 clusters Score -2223242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2223250.500000 Penalty: 3173.765137
	Iteration 84Q: 3 clusters Score -2223250 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2223256.000000 Penalty: 3173.765137
	Iteration 85Q: 3 clusters Score -2223256 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2223260 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2223271 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2223268 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2223283 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2223288 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2223305 nChanged 79
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Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2223311 nChanged 62
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Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2223316 nChanged 62
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Mstep: Class 1 contains 5079 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2223329 nChanged 52
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Mstep: Class 1 contains 5027 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2223335 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4965 members 
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	Iteration 96Q: 3 clusters Score -2223344 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4913 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2223347 nChanged 50
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Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2223350 nChanged 47
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Mstep: Class 1 contains 4816 members 
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	Iteration 99Q: 3 clusters Score -2223359 nChanged 50
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Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2223372 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 12710 members 
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	Iteration 101Q: 3 clusters Score -2223382 nChanged 60
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Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2223390 nChanged 54
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Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2223402 nChanged 57
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Mstep: Class 1 contains 4540 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2223412 nChanged 51
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Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 12930 members 
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	Iteration 105Q: 3 clusters Score -2223416 nChanged 61
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Mstep: Class 1 contains 4430 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2223422 nChanged 64
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Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2223434 nChanged 64
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	Iteration 108Q: 3 clusters Score -2223446 nChanged 79
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Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2223452 nChanged 70
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Mstep: Class 1 contains 4153 members 
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	Iteration 110Q: 3 clusters Score -2223471 nChanged 76
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Mstep: Class 1 contains 4077 members 
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	Iteration 111Q: 3 clusters Score -2223486 nChanged 66
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Mstep: Class 1 contains 3954 members 
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	Iteration 113Q: 3 clusters Score -2223515 nChanged 63
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	Iteration 114Q: 3 clusters Score -2223523 nChanged 61
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	Iteration 115Q: 3 clusters Score -2223541 nChanged 60
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	Iteration 116Q: 3 clusters Score -2223547 nChanged 63
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	Iteration 117Q: 3 clusters Score -2223556 nChanged 67
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	Iteration 118Q: 3 clusters Score -2223569 nChanged 62
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	Iteration 119Q: 3 clusters Score -2223574 nChanged 71
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	Iteration 120F: 3 clusters Score -2223587 nChanged 71
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	Iteration 125Q: 3 clusters Score -2223667 nChanged 99
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	Iteration 126Q: 3 clusters Score -2223692 nChanged 87
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	Iteration 127Q: 3 clusters Score -2223719 nChanged 71
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Mstep: Class 1 contains 2892 members 
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	Iteration 128Q: 3 clusters Score -2223739 nChanged 79
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	Iteration 129Q: 3 clusters Score -2223755 nChanged 73
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	Iteration 130Q: 3 clusters Score -2223775 nChanged 71
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Mstep: Class 1 contains 2669 members 
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	Iteration 131Q: 3 clusters Score -2223798 nChanged 69
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	Iteration 132Q: 3 clusters Score -2223814 nChanged 95
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Mstep: Class 1 contains 2505 members 
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	Iteration 133Q: 3 clusters Score -2223838 nChanged 101
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Mstep: Class 1 contains 2406 members 
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	Iteration 134Q: 3 clusters Score -2223867 nChanged 95
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	Iteration 135Q: 3 clusters Score -2223892 nChanged 84
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	Iteration 136Q: 3 clusters Score -2223918 nChanged 81
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	Iteration 137Q: 3 clusters Score -2223939 nChanged 75
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Mstep: Class 1 contains 2071 members 
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	Iteration 138Q: 3 clusters Score -2223960 nChanged 75
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Mstep: Class 1 contains 1996 members 
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	Iteration 139Q: 3 clusters Score -2223978 nChanged 72
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Mstep: Class 1 contains 1924 members 
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	Iteration 140F: 3 clusters Score -2223999 nChanged 74
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Mstep: Class 1 contains 1852 members 
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	Iteration 141Q: 3 clusters Score -2224029 nChanged 79
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Mstep: Class 1 contains 1773 members 
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	Iteration 142Q: 3 clusters Score -2224060 nChanged 74
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Mstep: Class 1 contains 1699 members 
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	Iteration 143Q: 3 clusters Score -2224090 nChanged 67
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	Iteration 144Q: 3 clusters Score -2224115 nChanged 56
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	Iteration 145Q: 3 clusters Score -2224129 nChanged 40
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	Iteration 146Q: 3 clusters Score -2224138 nChanged 44
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	Iteration 147Q: 3 clusters Score -2224152 nChanged 36
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	Iteration 148Q: 3 clusters Score -2224156 nChanged 35
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	Iteration 149Q: 3 clusters Score -2224172 nChanged 39
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Mstep: Class 1 contains 1386 members 
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	Iteration 150Q: 3 clusters Score -2224185 nChanged 31
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	Iteration 151Q: 3 clusters Score -2224196 nChanged 26
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	Iteration 152Q: 3 clusters Score -2224203 nChanged 26
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	Iteration 153Q: 3 clusters Score -2224206 nChanged 29
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	Iteration 154Q: 3 clusters Score -2224214 nChanged 26
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	Iteration 155Q: 3 clusters Score -2224222 nChanged 30
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	Iteration 156Q: 3 clusters Score -2224228 nChanged 29
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	Iteration 157Q: 3 clusters Score -2224240 nChanged 32
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	Iteration 158Q: 3 clusters Score -2224246 nChanged 23
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	Iteration 159Q: 3 clusters Score -2224249 nChanged 22
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	Iteration 160F: 3 clusters Score -2224258 nChanged 20
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	Iteration 161Q: 3 clusters Score -2224259 nChanged 20
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	Iteration 162Q: 3 clusters Score -2224267 nChanged 20
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	Iteration 163Q: 3 clusters Score -2224276 nChanged 18
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	Iteration 164Q: 3 clusters Score -2224281 nChanged 17
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	Iteration 165Q: 3 clusters Score -2224282 nChanged 14
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	Iteration 166Q: 3 clusters Score -2224286 nChanged 13
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	Iteration 167Q: 3 clusters Score -2224295 nChanged 8
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	Iteration 168Q: 3 clusters Score -2224299 nChanged 13
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	Iteration 169Q: 3 clusters Score -2224299 nChanged 12
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	Iteration 170Q: 3 clusters Score -2224300 nChanged 18
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	Iteration 171Q: 3 clusters Score -2224307 nChanged 17
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	Iteration 172Q: 3 clusters Score -2224317 nChanged 14
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	Iteration 173Q: 3 clusters Score -2224323 nChanged 15
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	Iteration 174Q: 3 clusters Score -2224323 nChanged 14
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	Iteration 175Q: 3 clusters Score -2224324 nChanged 15
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	Iteration 176Q: 3 clusters Score -2224330 nChanged 16
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	Iteration 177Q: 3 clusters Score -2224343 nChanged 18
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	Iteration 178Q: 3 clusters Score -2224352 nChanged 15
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Entering Unmasked Estep 
Score: -2224353.500000 Penalty: 3173.765137
	Iteration 179Q: 3 clusters Score -2224354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2224356.000000 Penalty: 3173.765137
	Iteration 180F: 3 clusters Score -2224356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2224363.250000 Penalty: 3173.765137
	Iteration 181Q: 3 clusters Score -2224363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2224367.500000 Penalty: 3173.765137
	Iteration 182Q: 3 clusters Score -2224368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2224368.750000 Penalty: 3173.765137
	Iteration 183Q: 3 clusters Score -2224369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2224371.000000 Penalty: 3173.765137
	Iteration 184Q: 3 clusters Score -2224371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2224369.750000 Penalty: 3173.765137
	Iteration 185Q: 3 clusters Score -2224370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2224373.000000 Penalty: 3173.765137
	Iteration 186Q: 3 clusters Score -2224373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2224380.000000 Penalty: 3173.765137
	Iteration 187Q: 3 clusters Score -2224380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2224382.750000 Penalty: 3173.765137
	Iteration 188Q: 3 clusters Score -2224383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2224386.500000 Penalty: 3173.765137
	Iteration 189Q: 3 clusters Score -2224386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2224387.000000 Penalty: 3173.765137
	Iteration 190Q: 3 clusters Score -2224387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2224390.000000 Penalty: 3173.765137
	Iteration 191Q: 3 clusters Score -2224390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2224387.750000 Penalty: 3173.765137
	Iteration 192Q: 3 clusters Score -2224388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2224395.250000 Penalty: 3173.765137
	Iteration 193Q: 3 clusters Score -2224395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2224397.500000 Penalty: 3173.765137
	Iteration 194Q: 3 clusters Score -2224398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2224400.000000 Penalty: 3173.765137
	Iteration 195Q: 3 clusters Score -2224400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2224398.000000 Penalty: 3173.765137
	Iteration 196Q: 3 clusters Score -2224398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2224397.250000 Penalty: 3173.765137
	Iteration 197Q: 3 clusters Score -2224397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2224398.500000 Penalty: 3173.765137
	Iteration 198Q: 3 clusters Score -2224398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2224398.000000 Penalty: 3173.765137
	Iteration 199Q: 3 clusters Score -2224398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2224399.500000 Penalty: 3173.765137
	Iteration 200F: 3 clusters Score -2224400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2224404.750000 Penalty: 3173.765137
	Iteration 201Q: 3 clusters Score -2224405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2224405.000000 Penalty: 3173.765137
	Iteration 202Q: 3 clusters Score -2224405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2224405.250000 Penalty: 3173.765137
	Iteration 203Q: 3 clusters Score -2224405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2224405.250000 Penalty: 3173.765137
	Iteration 204F: 3 clusters Score -2224405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Entering Unmasked Estep 
Score: -980210.125000 Penalty: 1455.218384
	Iteration 0F: 2 clusters Score -980210.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -974489.625000 Penalty: 2910.436768
	Iteration 0F: 3 clusters Score -974489.6 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -976313.062500 Penalty: 2910.436768
	Iteration 1F: 3 clusters Score -976313.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -976820.562500 Penalty: 2910.436768
	Iteration 2F: 3 clusters Score -976820.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -977415.625000 Penalty: 2910.436768
	Iteration 3F: 3 clusters Score -977415.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -977928.750000 Penalty: 2910.436768
	Iteration 4F: 3 clusters Score -977928.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -978298.062500 Penalty: 2910.436768
	Iteration 5F: 3 clusters Score -978298.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -978510.937500 Penalty: 2910.436768
	Iteration 6F: 3 clusters Score -978510.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -978649.000000 Penalty: 2910.436768
	Iteration 7Q: 3 clusters Score -978649 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -978735.875000 Penalty: 2910.436768
	Iteration 8Q: 3 clusters Score -978735.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -978814.937500 Penalty: 2910.436768
	Iteration 9Q: 3 clusters Score -978814.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -978871.250000 Penalty: 2910.436768
	Iteration 10Q: 3 clusters Score -978871.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -978914.437500 Penalty: 2910.436768
	Iteration 11Q: 3 clusters Score -978914.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -978949.750000 Penalty: 2910.436768
	Iteration 12Q: 3 clusters Score -978949.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -978983.250000 Penalty: 2910.436768
	Iteration 13Q: 3 clusters Score -978983.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -979021.000000 Penalty: 2910.436768
	Iteration 14Q: 3 clusters Score -979021 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -979061.312500 Penalty: 2910.436768
	Iteration 15Q: 3 clusters Score -979061.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -979096.750000 Penalty: 2910.436768
	Iteration 16Q: 3 clusters Score -979096.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -979141.187500 Penalty: 2910.436768
	Iteration 17Q: 3 clusters Score -979141.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -979181.312500 Penalty: 2910.436768
	Iteration 18Q: 3 clusters Score -979181.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -979225.375000 Penalty: 2910.436768
	Iteration 19Q: 3 clusters Score -979225.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -979255.875000 Penalty: 2910.436768
	Iteration 20F: 3 clusters Score -979255.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -979280.000000 Penalty: 2910.436768
	Iteration 21Q: 3 clusters Score -979280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -979302.250000 Penalty: 2910.436768
	Iteration 22Q: 3 clusters Score -979302.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -979327.437500 Penalty: 2910.436768
	Iteration 23Q: 3 clusters Score -979327.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -979351.312500 Penalty: 2910.436768
	Iteration 24Q: 3 clusters Score -979351.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -979375.500000 Penalty: 2910.436768
	Iteration 25Q: 3 clusters Score -979375.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -979398.125000 Penalty: 2910.436768
	Iteration 26Q: 3 clusters Score -979398.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -979413.437500 Penalty: 2910.436768
	Iteration 27Q: 3 clusters Score -979413.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -979427.000000 Penalty: 2910.436768
	Iteration 28Q: 3 clusters Score -979427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -979435.875000 Penalty: 2910.436768
	Iteration 29Q: 3 clusters Score -979435.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -979448.937500 Penalty: 2910.436768
	Iteration 30Q: 3 clusters Score -979448.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -979464.500000 Penalty: 2910.436768
	Iteration 31Q: 3 clusters Score -979464.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -979481.312500 Penalty: 2910.436768
	Iteration 32Q: 3 clusters Score -979481.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -979495.062500 Penalty: 2910.436768
	Iteration 33Q: 3 clusters Score -979495.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -979504.125000 Penalty: 2910.436768
	Iteration 34Q: 3 clusters Score -979504.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -979517.375000 Penalty: 2910.436768
	Iteration 35Q: 3 clusters Score -979517.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -979523.062500 Penalty: 2910.436768
	Iteration 36Q: 3 clusters Score -979523.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -979529.437500 Penalty: 2910.436768
	Iteration 37Q: 3 clusters Score -979529.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -979535.437500 Penalty: 2910.436768
	Iteration 38Q: 3 clusters Score -979535.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -979540.250000 Penalty: 2910.436768
	Iteration 39Q: 3 clusters Score -979540.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -979548.750000 Penalty: 2910.436768
	Iteration 40F: 3 clusters Score -979548.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -979556.062500 Penalty: 2910.436768
	Iteration 41Q: 3 clusters Score -979556.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -979559.187500 Penalty: 2910.436768
	Iteration 42Q: 3 clusters Score -979559.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -979562.937500 Penalty: 2910.436768
	Iteration 43Q: 3 clusters Score -979562.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -979564.187500 Penalty: 2910.436768
	Iteration 44Q: 3 clusters Score -979564.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -979566.125000 Penalty: 2910.436768
	Iteration 45Q: 3 clusters Score -979566.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -979568.375000 Penalty: 2910.436768
	Iteration 46Q: 3 clusters Score -979568.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -979569.750000 Penalty: 2910.436768
	Iteration 47Q: 3 clusters Score -979569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -979571.437500 Penalty: 2910.436768
	Iteration 48Q: 3 clusters Score -979571.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -979570.812500 Penalty: 2910.436768
	Iteration 49Q: 3 clusters Score -979570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -979570.812500 Penalty: 2910.436768
	Iteration 50F: 3 clusters Score -979570.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (91042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Entering Unmasked Estep 
Score: -11587867.000000 Penalty: 1855.599854
	Iteration 0F: 2 clusters Score -1.158787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -11527871.000000 Penalty: 3711.199707
	Iteration 0F: 3 clusters Score -1.152787e+07 nChanged 43650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -11554542.000000 Penalty: 3711.199707
	Iteration 1F: 3 clusters Score -1.155454e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -11556851.000000 Penalty: 3711.199707
	Iteration 2F: 3 clusters Score -1.155685e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -11560357.000000 Penalty: 3711.199707
	Iteration 3F: 3 clusters Score -1.156036e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -11565197.000000 Penalty: 3711.199707
	Iteration 4F: 3 clusters Score -1.15652e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71581 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -11570521.000000 Penalty: 3711.199707
	Iteration 5F: 3 clusters Score -1.157052e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -11576108.000000 Penalty: 3711.199707
	Iteration 6F: 3 clusters Score -1.157611e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82023 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -11580436.000000 Penalty: 3711.199707
	Iteration 7F: 3 clusters Score -1.158044e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84672 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -11583255.000000 Penalty: 3711.199707
	Iteration 8Q: 3 clusters Score -1.158326e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86065 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -11584811.000000 Penalty: 3711.199707
	Iteration 9Q: 3 clusters Score -1.158481e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -11585519.000000 Penalty: 3711.199707
	Iteration 10Q: 3 clusters Score -1.158552e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87280 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -11585903.000000 Penalty: 3711.199707
	Iteration 11Q: 3 clusters Score -1.15859e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87642 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -11586108.000000 Penalty: 3711.199707
	Iteration 12Q: 3 clusters Score -1.158611e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87925 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -11586281.000000 Penalty: 3711.199707
	Iteration 13Q: 3 clusters Score -1.158628e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88155 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -11586405.000000 Penalty: 3711.199707
	Iteration 14Q: 3 clusters Score -1.15864e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88335 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -11586475.000000 Penalty: 3711.199707
	Iteration 15Q: 3 clusters Score -1.158648e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88481 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -11586544.000000 Penalty: 3711.199707
	Iteration 16Q: 3 clusters Score -1.158654e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88586 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -11586580.000000 Penalty: 3711.199707
	Iteration 17Q: 3 clusters Score -1.158658e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88680 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -11586608.000000 Penalty: 3711.199707
	Iteration 18Q: 3 clusters Score -1.158661e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88753 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -11586637.000000 Penalty: 3711.199707
	Iteration 19Q: 3 clusters Score -1.158664e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88822 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -11586669.000000 Penalty: 3711.199707
	Iteration 20F: 3 clusters Score -1.158667e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88876 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -11586700.000000 Penalty: 3711.199707
	Iteration 21Q: 3 clusters Score -1.15867e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88912 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -11586724.000000 Penalty: 3711.199707
	Iteration 22Q: 3 clusters Score -1.158672e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88949 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -11586712.000000 Penalty: 3711.199707
	Iteration 23Q: 3 clusters Score -1.158671e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -11586736.000000 Penalty: 3711.199707
	Iteration 24Q: 3 clusters Score -1.158674e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -11586745.000000 Penalty: 3711.199707
	Iteration 25Q: 3 clusters Score -1.158674e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89010 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -11586740.000000 Penalty: 3711.199707
	Iteration 26Q: 3 clusters Score -1.158674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -11586746.000000 Penalty: 3711.199707
	Iteration 27Q: 3 clusters Score -1.158675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89027 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -11586755.000000 Penalty: 3711.199707
	Iteration 28Q: 3 clusters Score -1.158676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89037 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -11586758.000000 Penalty: 3711.199707
	Iteration 29Q: 3 clusters Score -1.158676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89046 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -11586756.000000 Penalty: 3711.199707
	Iteration 30Q: 3 clusters Score -1.158676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -11586751.000000 Penalty: 3711.199707
	Iteration 31Q: 3 clusters Score -1.158675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89064 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -11586760.000000 Penalty: 3711.199707
	Iteration 32Q: 3 clusters Score -1.158676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -11586747.000000 Penalty: 3711.199707
	Iteration 33Q: 3 clusters Score -1.158675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -11586759.000000 Penalty: 3711.199707
	Iteration 34Q: 3 clusters Score -1.158676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -11586763.000000 Penalty: 3711.199707
	Iteration 35Q: 3 clusters Score -1.158676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89098 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -11586755.000000 Penalty: 3711.199707
	Iteration 36Q: 3 clusters Score -1.158676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -11586753.000000 Penalty: 3711.199707
	Iteration 37Q: 3 clusters Score -1.158675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89108 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -11586760.000000 Penalty: 3711.199707
	Iteration 38Q: 3 clusters Score -1.158676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -11586756.000000 Penalty: 3711.199707
	Iteration 39Q: 3 clusters Score -1.158676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -11586769.000000 Penalty: 3711.199707
	Iteration 40F: 3 clusters Score -1.158677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89133 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -11586772.000000 Penalty: 3711.199707
	Iteration 41Q: 3 clusters Score -1.158677e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89150 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -11586779.000000 Penalty: 3711.199707
	Iteration 42Q: 3 clusters Score -1.158678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89157 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -11586789.000000 Penalty: 3711.199707
	Iteration 43Q: 3 clusters Score -1.158679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89159 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -11586782.000000 Penalty: 3711.199707
	Iteration 44Q: 3 clusters Score -1.158678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89162 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -11586781.000000 Penalty: 3711.199707
	Iteration 45Q: 3 clusters Score -1.158678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89163 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -11586786.000000 Penalty: 3711.199707
	Iteration 46Q: 3 clusters Score -1.158679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89167 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -11586792.000000 Penalty: 3711.199707
	Iteration 47Q: 3 clusters Score -1.158679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -11586786.000000 Penalty: 3711.199707
	Iteration 48Q: 3 clusters Score -1.158679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89177 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -11586783.000000 Penalty: 3711.199707
	Iteration 49Q: 3 clusters Score -1.158678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89181 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -11586778.000000 Penalty: 3711.199707
	Iteration 50Q: 3 clusters Score -1.158678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -11586774.000000 Penalty: 3711.199707
	Iteration 51Q: 3 clusters Score -1.158677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89190 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -11586795.000000 Penalty: 3711.199707
	Iteration 52Q: 3 clusters Score -1.15868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89193 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -11586789.000000 Penalty: 3711.199707
	Iteration 53Q: 3 clusters Score -1.158679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -11586792.000000 Penalty: 3711.199707
	Iteration 54Q: 3 clusters Score -1.158679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -11586792.000000 Penalty: 3711.199707
	Iteration 55F: 3 clusters Score -1.158679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Entering Unmasked Estep 
Score: -926638.937500 Penalty: 1452.233887
	Iteration 0F: 2 clusters Score -926638.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -921123.500000 Penalty: 2904.467773
	Iteration 0F: 3 clusters Score -921123.5 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -922841.062500 Penalty: 2904.467773
	Iteration 1F: 3 clusters Score -922841.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -923105.187500 Penalty: 2904.467773
	Iteration 2F: 3 clusters Score -923105.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -923306.062500 Penalty: 2904.467773
	Iteration 3F: 3 clusters Score -923306.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -923458.812500 Penalty: 2904.467773
	Iteration 4Q: 3 clusters Score -923458.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -923591.437500 Penalty: 2904.467773
	Iteration 5Q: 3 clusters Score -923591.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -923742.250000 Penalty: 2904.467773
	Iteration 6Q: 3 clusters Score -923742.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -923885.812500 Penalty: 2904.467773
	Iteration 7Q: 3 clusters Score -923885.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -924009.312500 Penalty: 2904.467773
	Iteration 8Q: 3 clusters Score -924009.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -924103.187500 Penalty: 2904.467773
	Iteration 9Q: 3 clusters Score -924103.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -924195.875000 Penalty: 2904.467773
	Iteration 10Q: 3 clusters Score -924195.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -924286.312500 Penalty: 2904.467773
	Iteration 11Q: 3 clusters Score -924286.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -924344.750000 Penalty: 2904.467773
	Iteration 12Q: 3 clusters Score -924344.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -924395.500000 Penalty: 2904.467773
	Iteration 13Q: 3 clusters Score -924395.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -924450.750000 Penalty: 2904.467773
	Iteration 14Q: 3 clusters Score -924450.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -924507.625000 Penalty: 2904.467773
	Iteration 15Q: 3 clusters Score -924507.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -924575.375000 Penalty: 2904.467773
	Iteration 16Q: 3 clusters Score -924575.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -924653.062500 Penalty: 2904.467773
	Iteration 17Q: 3 clusters Score -924653.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -924746.312500 Penalty: 2904.467773
	Iteration 18Q: 3 clusters Score -924746.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -924853.562500 Penalty: 2904.467773
	Iteration 19Q: 3 clusters Score -924853.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -924961.562500 Penalty: 2904.467773
	Iteration 20F: 3 clusters Score -924961.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -925081.937500 Penalty: 2904.467773
	Iteration 21Q: 3 clusters Score -925081.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -925188.750000 Penalty: 2904.467773
	Iteration 22Q: 3 clusters Score -925188.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -925287.312500 Penalty: 2904.467773
	Iteration 23Q: 3 clusters Score -925287.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -925363.750000 Penalty: 2904.467773
	Iteration 24Q: 3 clusters Score -925363.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -925423.500000 Penalty: 2904.467773
	Iteration 25Q: 3 clusters Score -925423.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -925472.875000 Penalty: 2904.467773
	Iteration 26Q: 3 clusters Score -925472.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -925515.500000 Penalty: 2904.467773
	Iteration 27Q: 3 clusters Score -925515.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -925537.062500 Penalty: 2904.467773
	Iteration 28Q: 3 clusters Score -925537.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -925558.187500 Penalty: 2904.467773
	Iteration 29Q: 3 clusters Score -925558.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -925574.875000 Penalty: 2904.467773
	Iteration 30Q: 3 clusters Score -925574.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -925584.562500 Penalty: 2904.467773
	Iteration 31Q: 3 clusters Score -925584.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -925599.562500 Penalty: 2904.467773
	Iteration 32Q: 3 clusters Score -925599.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -925608.625000 Penalty: 2904.467773
	Iteration 33Q: 3 clusters Score -925608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -925612.812500 Penalty: 2904.467773
	Iteration 34Q: 3 clusters Score -925612.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -925613.125000 Penalty: 2904.467773
	Iteration 35Q: 3 clusters Score -925613.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -925613.125000 Penalty: 2904.467773
	Iteration 36F: 3 clusters Score -925613.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Entering Unmasked Estep 
Score: -495186.343750 Penalty: 1367.391602
	Iteration 0F: 2 clusters Score -495186.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -491491.031250 Penalty: 2734.783203
	Iteration 0F: 3 clusters Score -491491 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -492775.687500 Penalty: 2734.783203
	Iteration 1F: 3 clusters Score -492775.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -493255.625000 Penalty: 2734.783203
	Iteration 2F: 3 clusters Score -493255.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -493664.031250 Penalty: 2734.783203
	Iteration 3F: 3 clusters Score -493664 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -493949.593750 Penalty: 2734.783203
	Iteration 4F: 3 clusters Score -493949.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -494119.343750 Penalty: 2734.783203
	Iteration 5Q: 3 clusters Score -494119.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -494230.125000 Penalty: 2734.783203
	Iteration 6Q: 3 clusters Score -494230.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -494305.125000 Penalty: 2734.783203
	Iteration 7Q: 3 clusters Score -494305.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -494361.187500 Penalty: 2734.783203
	Iteration 8Q: 3 clusters Score -494361.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -494395.156250 Penalty: 2734.783203
	Iteration 9Q: 3 clusters Score -494395.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -494414.468750 Penalty: 2734.783203
	Iteration 10Q: 3 clusters Score -494414.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -494426.156250 Penalty: 2734.783203
	Iteration 11Q: 3 clusters Score -494426.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -494436.000000 Penalty: 2734.783203
	Iteration 12Q: 3 clusters Score -494436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -494443.968750 Penalty: 2734.783203
	Iteration 13Q: 3 clusters Score -494444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -494449.062500 Penalty: 2734.783203
	Iteration 14Q: 3 clusters Score -494449.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -494452.218750 Penalty: 2734.783203
	Iteration 15Q: 3 clusters Score -494452.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -494453.000000 Penalty: 2734.783203
	Iteration 16Q: 3 clusters Score -494453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -494454.156250 Penalty: 2734.783203
	Iteration 17Q: 3 clusters Score -494454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -494453.750000 Penalty: 2734.783203
	Iteration 18Q: 3 clusters Score -494453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -494453.343750 Penalty: 2734.783203
	Iteration 19Q: 3 clusters Score -494453.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -494453.343750 Penalty: 2734.783203
	Iteration 20F: 3 clusters Score -494453.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Entering Unmasked Estep 
Score: -478651.343750 Penalty: 1339.960327
	Iteration 0F: 2 clusters Score -478651.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -475443.000000 Penalty: 2679.920654
	Iteration 0F: 3 clusters Score -475443 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -476245.843750 Penalty: 2679.920654
	Iteration 1F: 3 clusters Score -476245.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -476409.593750 Penalty: 2679.920654
	Iteration 2F: 3 clusters Score -476409.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -476527.937500 Penalty: 2679.920654
	Iteration 3F: 3 clusters Score -476527.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -476643.593750 Penalty: 2679.920654
	Iteration 4Q: 3 clusters Score -476643.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -476782.406250 Penalty: 2679.920654
	Iteration 5Q: 3 clusters Score -476782.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -476912.750000 Penalty: 2679.920654
	Iteration 6Q: 3 clusters Score -476912.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -477044.937500 Penalty: 2679.920654
	Iteration 7F: 3 clusters Score -477044.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -477223.468750 Penalty: 2679.920654
	Iteration 8F: 3 clusters Score -477223.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -477414.468750 Penalty: 2679.920654
	Iteration 9F: 3 clusters Score -477414.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -477550.593750 Penalty: 2679.920654
	Iteration 10Q: 3 clusters Score -477550.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -477645.250000 Penalty: 2679.920654
	Iteration 11Q: 3 clusters Score -477645.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -477704.875000 Penalty: 2679.920654
	Iteration 12Q: 3 clusters Score -477704.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -477736.187500 Penalty: 2679.920654
	Iteration 13Q: 3 clusters Score -477736.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -477751.593750 Penalty: 2679.920654
	Iteration 14Q: 3 clusters Score -477751.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -477760.437500 Penalty: 2679.920654
	Iteration 15Q: 3 clusters Score -477760.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -477763.187500 Penalty: 2679.920654
	Iteration 16Q: 3 clusters Score -477763.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -477765.750000 Penalty: 2679.920654
	Iteration 17Q: 3 clusters Score -477765.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -477766.625000 Penalty: 2679.920654
	Iteration 18Q: 3 clusters Score -477766.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -477769.468750 Penalty: 2679.920654
	Iteration 19Q: 3 clusters Score -477769.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -477772.000000 Penalty: 2679.920654
	Iteration 20F: 3 clusters Score -477772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -477773.093750 Penalty: 2679.920654
	Iteration 21Q: 3 clusters Score -477773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -477774.187500 Penalty: 2679.920654
	Iteration 22Q: 3 clusters Score -477774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -477775.093750 Penalty: 2679.920654
	Iteration 23Q: 3 clusters Score -477775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -477774.843750 Penalty: 2679.920654
	Iteration 24Q: 3 clusters Score -477774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -477775.593750 Penalty: 2679.920654
	Iteration 25Q: 3 clusters Score -477775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -477776.875000 Penalty: 2679.920654
	Iteration 26Q: 3 clusters Score -477776.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -477776.718750 Penalty: 2679.920654
	Iteration 27Q: 3 clusters Score -477776.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -477776.656250 Penalty: 2679.920654
	Iteration 28Q: 3 clusters Score -477776.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -477777.062500 Penalty: 2679.920654
	Iteration 29Q: 3 clusters Score -477777.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -477777.062500 Penalty: 2679.920654
	Iteration 30F: 3 clusters Score -477777.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Entering Unmasked Estep 
Score: -9848984.000000 Penalty: 1840.953125
	Iteration 0F: 2 clusters Score -9848984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -9793316.000000 Penalty: 3681.906250
	Iteration 0F: 3 clusters Score -9793316 nChanged 39793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -9816978.000000 Penalty: 3681.906250
	Iteration 1F: 3 clusters Score -9816978 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -9819054.000000 Penalty: 3681.906250
	Iteration 2F: 3 clusters Score -9819054 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -9822175.000000 Penalty: 3681.906250
	Iteration 3F: 3 clusters Score -9822175 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -9826596.000000 Penalty: 3681.906250
	Iteration 4F: 3 clusters Score -9826596 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -9831752.000000 Penalty: 3681.906250
	Iteration 5F: 3 clusters Score -9831752 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -9836793.000000 Penalty: 3681.906250
	Iteration 6F: 3 clusters Score -9836793 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -9840561.000000 Penalty: 3681.906250
	Iteration 7F: 3 clusters Score -9840561 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -9843213.000000 Penalty: 3681.906250
	Iteration 8Q: 3 clusters Score -9843213 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -9844989.000000 Penalty: 3681.906250
	Iteration 9Q: 3 clusters Score -9844989 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -9845937.000000 Penalty: 3681.906250
	Iteration 10Q: 3 clusters Score -9845937 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -9846636.000000 Penalty: 3681.906250
	Iteration 11Q: 3 clusters Score -9846636 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9847095.000000 Penalty: 3681.906250
	Iteration 12Q: 3 clusters Score -9847095 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81015 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -9847410.000000 Penalty: 3681.906250
	Iteration 13Q: 3 clusters Score -9847410 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81264 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9847649.000000 Penalty: 3681.906250
	Iteration 14Q: 3 clusters Score -9847649 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9847827.000000 Penalty: 3681.906250
	Iteration 15Q: 3 clusters Score -9847827 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9847933.000000 Penalty: 3681.906250
	Iteration 16Q: 3 clusters Score -9847933 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81653 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9848015.000000 Penalty: 3681.906250
	Iteration 17Q: 3 clusters Score -9848015 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81664 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -9848063.000000 Penalty: 3681.906250
	Iteration 18Q: 3 clusters Score -9848063 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81674 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -9848106.000000 Penalty: 3681.906250
	Iteration 19Q: 3 clusters Score -9848106 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -9848133.000000 Penalty: 3681.906250
	Iteration 20F: 3 clusters Score -9848133 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9848160.000000 Penalty: 3681.906250
	Iteration 21Q: 3 clusters Score -9848160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81674 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -9848182.000000 Penalty: 3681.906250
	Iteration 22Q: 3 clusters Score -9848182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81674 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -9848192.000000 Penalty: 3681.906250
	Iteration 23Q: 3 clusters Score -9848192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -9848208.000000 Penalty: 3681.906250
	Iteration 24Q: 3 clusters Score -9848208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81661 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -9848216.000000 Penalty: 3681.906250
	Iteration 25Q: 3 clusters Score -9848216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9848227.000000 Penalty: 3681.906250
	Iteration 26Q: 3 clusters Score -9848227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81647 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -9848234.000000 Penalty: 3681.906250
	Iteration 27Q: 3 clusters Score -9848234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81639 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -9848248.000000 Penalty: 3681.906250
	Iteration 28Q: 3 clusters Score -9848248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -9848252.000000 Penalty: 3681.906250
	Iteration 29Q: 3 clusters Score -9848252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -9848254.000000 Penalty: 3681.906250
	Iteration 30Q: 3 clusters Score -9848254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9848247.000000 Penalty: 3681.906250
	Iteration 31Q: 3 clusters Score -9848247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9848264.000000 Penalty: 3681.906250
	Iteration 32Q: 3 clusters Score -9848264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81622 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -9848251.000000 Penalty: 3681.906250
	Iteration 33Q: 3 clusters Score -9848251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9848260.000000 Penalty: 3681.906250
	Iteration 34Q: 3 clusters Score -9848260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -9848258.000000 Penalty: 3681.906250
	Iteration 35Q: 3 clusters Score -9848258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9848256.000000 Penalty: 3681.906250
	Iteration 36Q: 3 clusters Score -9848256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81608 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -9848263.000000 Penalty: 3681.906250
	Iteration 37Q: 3 clusters Score -9848263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81608 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -9848269.000000 Penalty: 3681.906250
	Iteration 38Q: 3 clusters Score -9848269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -9848265.000000 Penalty: 3681.906250
	Iteration 39Q: 3 clusters Score -9848265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81593 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -9848263.000000 Penalty: 3681.906250
	Iteration 40F: 3 clusters Score -9848263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81592 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9848272.000000 Penalty: 3681.906250
	Iteration 41Q: 3 clusters Score -9848272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9848281.000000 Penalty: 3681.906250
	Iteration 42Q: 3 clusters Score -9848281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -9848271.000000 Penalty: 3681.906250
	Iteration 43Q: 3 clusters Score -9848271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -9848270.000000 Penalty: 3681.906250
	Iteration 44Q: 3 clusters Score -9848270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -9848275.000000 Penalty: 3681.906250
	Iteration 45Q: 3 clusters Score -9848275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9848288.000000 Penalty: 3681.906250
	Iteration 46Q: 3 clusters Score -9848288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9848289.000000 Penalty: 3681.906250
	Iteration 47Q: 3 clusters Score -9848289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9848280.000000 Penalty: 3681.906250
	Iteration 48Q: 3 clusters Score -9848280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9848283.000000 Penalty: 3681.906250
	Iteration 49Q: 3 clusters Score -9848283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81566 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -9848284.000000 Penalty: 3681.906250
	Iteration 50Q: 3 clusters Score -9848284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -9848297.000000 Penalty: 3681.906250
	Iteration 51Q: 3 clusters Score -9848297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -9848298.000000 Penalty: 3681.906250
	Iteration 52Q: 3 clusters Score -9848298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81555 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -9848292.000000 Penalty: 3681.906250
	Iteration 53Q: 3 clusters Score -9848292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -9848295.000000 Penalty: 3681.906250
	Iteration 54Q: 3 clusters Score -9848295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -9848288.000000 Penalty: 3681.906250
	Iteration 55Q: 3 clusters Score -9848288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9848292.000000 Penalty: 3681.906250
	Iteration 56Q: 3 clusters Score -9848292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -9848299.000000 Penalty: 3681.906250
	Iteration 57Q: 3 clusters Score -9848299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81530 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -9848291.000000 Penalty: 3681.906250
	Iteration 58Q: 3 clusters Score -9848291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9848291.000000 Penalty: 3681.906250
	Iteration 59Q: 3 clusters Score -9848291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81531 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9848292.000000 Penalty: 3681.906250
	Iteration 60F: 3 clusters Score -9848292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81532 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9848294.000000 Penalty: 3681.906250
	Iteration 61Q: 3 clusters Score -9848294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81531 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9848294.000000 Penalty: 3681.906250
	Iteration 62Q: 3 clusters Score -9848294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81529 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9848288.000000 Penalty: 3681.906250
	Iteration 63Q: 3 clusters Score -9848288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81529 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9848290.000000 Penalty: 3681.906250
	Iteration 64Q: 3 clusters Score -9848290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81526 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -9848290.000000 Penalty: 3681.906250
	Iteration 65Q: 3 clusters Score -9848290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81522 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -9848297.000000 Penalty: 3681.906250
	Iteration 66Q: 3 clusters Score -9848297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9848300.000000 Penalty: 3681.906250
	Iteration 67Q: 3 clusters Score -9848300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9848304.000000 Penalty: 3681.906250
	Iteration 68Q: 3 clusters Score -9848304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9848303.000000 Penalty: 3681.906250
	Iteration 69Q: 3 clusters Score -9848303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9848303.000000 Penalty: 3681.906250
	Iteration 70Q: 3 clusters Score -9848303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81518 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9848306.000000 Penalty: 3681.906250
	Iteration 71Q: 3 clusters Score -9848306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -9848310.000000 Penalty: 3681.906250
	Iteration 72Q: 3 clusters Score -9848310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9848307.000000 Penalty: 3681.906250
	Iteration 73Q: 3 clusters Score -9848307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -9848310.000000 Penalty: 3681.906250
	Iteration 74Q: 3 clusters Score -9848310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -9848307.000000 Penalty: 3681.906250
	Iteration 75Q: 3 clusters Score -9848307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -9848305.000000 Penalty: 3681.906250
	Iteration 76Q: 3 clusters Score -9848305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81505 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -9848307.000000 Penalty: 3681.906250
	Iteration 77Q: 3 clusters Score -9848307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81502 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9848304.000000 Penalty: 3681.906250
	Iteration 78Q: 3 clusters Score -9848304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -9848301.000000 Penalty: 3681.906250
	Iteration 79Q: 3 clusters Score -9848301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81502 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9848299.000000 Penalty: 3681.906250
	Iteration 80F: 3 clusters Score -9848299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -164095.750000 Penalty: 1171.036377
	Iteration 0F: 2 clusters Score -164095.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -162412.250000 Penalty: 2342.072754
	Iteration 0F: 3 clusters Score -162412.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -162721.203125 Penalty: 2342.072754
	Iteration 1F: 3 clusters Score -162721.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -162792.390625 Penalty: 2342.072754
	Iteration 2F: 3 clusters Score -162792.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -162831.359375 Penalty: 2342.072754
	Iteration 3Q: 3 clusters Score -162831.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -162869.687500 Penalty: 2342.072754
	Iteration 4Q: 3 clusters Score -162869.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -162896.359375 Penalty: 2342.072754
	Iteration 5Q: 3 clusters Score -162896.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -162914.312500 Penalty: 2342.072754
	Iteration 6Q: 3 clusters Score -162914.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -162927.625000 Penalty: 2342.072754
	Iteration 7Q: 3 clusters Score -162927.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -162940.921875 Penalty: 2342.072754
	Iteration 8Q: 3 clusters Score -162940.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -162951.312500 Penalty: 2342.072754
	Iteration 9Q: 3 clusters Score -162951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -162954.796875 Penalty: 2342.072754
	Iteration 10Q: 3 clusters Score -162954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -162958.015625 Penalty: 2342.072754
	Iteration 11Q: 3 clusters Score -162958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -162960.296875 Penalty: 2342.072754
	Iteration 12Q: 3 clusters Score -162960.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -162962.406250 Penalty: 2342.072754
	Iteration 13Q: 3 clusters Score -162962.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -162963.328125 Penalty: 2342.072754
	Iteration 14Q: 3 clusters Score -162963.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -162964.515625 Penalty: 2342.072754
	Iteration 15Q: 3 clusters Score -162964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -162965.656250 Penalty: 2342.072754
	Iteration 16Q: 3 clusters Score -162965.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -162967.500000 Penalty: 2342.072754
	Iteration 17Q: 3 clusters Score -162967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -162968.515625 Penalty: 2342.072754
	Iteration 18Q: 3 clusters Score -162968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -162969.796875 Penalty: 2342.072754
	Iteration 19Q: 3 clusters Score -162969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -162970.312500 Penalty: 2342.072754
	Iteration 20F: 3 clusters Score -162970.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -162970.906250 Penalty: 2342.072754
	Iteration 21Q: 3 clusters Score -162970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -162971.562500 Penalty: 2342.072754
	Iteration 22Q: 3 clusters Score -162971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -162972.390625 Penalty: 2342.072754
	Iteration 23Q: 3 clusters Score -162972.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -162972.812500 Penalty: 2342.072754
	Iteration 24Q: 3 clusters Score -162972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -162974.796875 Penalty: 2342.072754
	Iteration 25Q: 3 clusters Score -162974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -162975.218750 Penalty: 2342.072754
	Iteration 26Q: 3 clusters Score -162975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -162976.093750 Penalty: 2342.072754
	Iteration 27Q: 3 clusters Score -162976.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -162976.750000 Penalty: 2342.072754
	Iteration 28Q: 3 clusters Score -162976.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -162977.718750 Penalty: 2342.072754
	Iteration 29Q: 3 clusters Score -162977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -162978.609375 Penalty: 2342.072754
	Iteration 30Q: 3 clusters Score -162978.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -162979.921875 Penalty: 2342.072754
	Iteration 31Q: 3 clusters Score -162979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -162980.218750 Penalty: 2342.072754
	Iteration 32Q: 3 clusters Score -162980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -162980.578125 Penalty: 2342.072754
	Iteration 33Q: 3 clusters Score -162980.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -162980.578125 Penalty: 2342.072754
	Iteration 34F: 3 clusters Score -162980.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Entering Unmasked Estep 
Score: -6256314.000000 Penalty: 1754.429443
	Iteration 0F: 2 clusters Score -6256314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -6223645.000000 Penalty: 3508.858887
	Iteration 0F: 3 clusters Score -6223645 nChanged 23006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -6236372.000000 Penalty: 3508.858887
	Iteration 1F: 3 clusters Score -6236372 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -6236910.500000 Penalty: 3508.858887
	Iteration 2Q: 3 clusters Score -6236910 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -6237615.000000 Penalty: 3508.858887
	Iteration 3Q: 3 clusters Score -6237615 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -6238612.000000 Penalty: 3508.858887
	Iteration 4Q: 3 clusters Score -6238612 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -6239916.000000 Penalty: 3508.858887
	Iteration 5F: 3 clusters Score -6239916 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -6241639.000000 Penalty: 3508.858887
	Iteration 6F: 3 clusters Score -6241639 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -6243807.000000 Penalty: 3508.858887
	Iteration 7F: 3 clusters Score -6243807 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -6246321.000000 Penalty: 3508.858887
	Iteration 8F: 3 clusters Score -6246321 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -6249015.000000 Penalty: 3508.858887
	Iteration 9F: 3 clusters Score -6249015 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -6251121.000000 Penalty: 3508.858887
	Iteration 10Q: 3 clusters Score -6251121 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -6252084.000000 Penalty: 3508.858887
	Iteration 11Q: 3 clusters Score -6252084 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -6252524.500000 Penalty: 3508.858887
	Iteration 12Q: 3 clusters Score -6252524 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -6252731.500000 Penalty: 3508.858887
	Iteration 13Q: 3 clusters Score -6252732 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -6252935.000000 Penalty: 3508.858887
	Iteration 14Q: 3 clusters Score -6252935 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -6253073.500000 Penalty: 3508.858887
	Iteration 15Q: 3 clusters Score -6253074 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -6253215.000000 Penalty: 3508.858887
	Iteration 16Q: 3 clusters Score -6253215 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -6253292.000000 Penalty: 3508.858887
	Iteration 17Q: 3 clusters Score -6253292 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -6253340.000000 Penalty: 3508.858887
	Iteration 18Q: 3 clusters Score -6253340 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -6253428.000000 Penalty: 3508.858887
	Iteration 19Q: 3 clusters Score -6253428 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6253498 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6253539 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6253575 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6253596 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6253636 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6253652 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6253691 nChanged 177
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Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6253702 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6253762 nChanged 187
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Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6253806 nChanged 164
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Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6253800 nChanged 144
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Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6253838 nChanged 151
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Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6253855 nChanged 134
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Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6253858 nChanged 140
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Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6253866 nChanged 153
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Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6253892 nChanged 153
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Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6253920 nChanged 134
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Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6253930 nChanged 148
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Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6253942 nChanged 145
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Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6253953 nChanged 143
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Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6253977 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6254010 nChanged 125
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Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6254034 nChanged 139
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Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6254070 nChanged 130
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Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6254078 nChanged 146
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Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6254120 nChanged 124
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Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6254138 nChanged 110
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Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6254151 nChanged 104
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Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6254162 nChanged 98
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Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6254188 nChanged 102
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Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6254204 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6254215 nChanged 104
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Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6254248 nChanged 90
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Mstep: Class 1 contains 43375 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6254270 nChanged 89
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Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6254279 nChanged 98
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Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6254285 nChanged 101
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Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6254290 nChanged 107
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Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6254287 nChanged 111
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Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6254332 nChanged 117
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Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6254352 nChanged 136
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Mstep: Class 1 contains 44132 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6254398 nChanged 131
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Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6254418 nChanged 106
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Mstep: Class 1 contains 44365 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6254422 nChanged 102
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Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 4384 members 
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	Iteration 63Q: 3 clusters Score -6254437 nChanged 97
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	Iteration 64Q: 3 clusters Score -6254459 nChanged 97
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Mstep: Class 1 contains 44659 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6254476 nChanged 82
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Mstep: Class 1 contains 44741 members 
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	Iteration 66Q: 3 clusters Score -6254476 nChanged 85
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Mstep: Class 1 contains 44826 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6254505 nChanged 80
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Mstep: Class 1 contains 44906 members 
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	Iteration 68Q: 3 clusters Score -6254526 nChanged 56
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	Iteration 69Q: 3 clusters Score -6254528 nChanged 60
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Mstep: Class 1 contains 45022 members 
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	Iteration 70Q: 3 clusters Score -6254540 nChanged 53
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Mstep: Class 1 contains 45075 members 
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	Iteration 71Q: 3 clusters Score -6254556 nChanged 54
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Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 3720 members 
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	Iteration 72Q: 3 clusters Score -6254554 nChanged 49
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Mstep: Class 2 contains 3671 members 
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	Iteration 73Q: 3 clusters Score -6254559 nChanged 51
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	Iteration 74Q: 3 clusters Score -6254570 nChanged 59
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Mstep: Class 1 contains 45288 members 
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	Iteration 75Q: 3 clusters Score -6254557 nChanged 64
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Mstep: Class 1 contains 45352 members 
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	Iteration 76Q: 3 clusters Score -6254560 nChanged 62
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Mstep: Class 1 contains 45414 members 
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	Iteration 77Q: 3 clusters Score -6254580 nChanged 64
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	Iteration 78Q: 3 clusters Score -6254599 nChanged 66
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Mstep: Class 1 contains 45544 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6254624 nChanged 60
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Mstep: Class 1 contains 45604 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6254626 nChanged 60
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Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6254638 nChanged 61
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Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6254658 nChanged 39
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Mstep: Class 1 contains 45762 members 
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	Iteration 83Q: 3 clusters Score -6254674 nChanged 32
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Mstep: Class 1 contains 45794 members 
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	Iteration 84Q: 3 clusters Score -6254674 nChanged 30
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	Iteration 85Q: 3 clusters Score -6254680 nChanged 33
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	Iteration 86Q: 3 clusters Score -6254678 nChanged 24
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	Iteration 87Q: 3 clusters Score -6254686 nChanged 36
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6254692 nChanged 31
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	Iteration 89Q: 3 clusters Score -6254688 nChanged 33
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	Iteration 90Q: 3 clusters Score -6254696 nChanged 27
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	Iteration 91Q: 3 clusters Score -6254694 nChanged 24
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	Iteration 92Q: 3 clusters Score -6254692 nChanged 25
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	Iteration 93Q: 3 clusters Score -6254706 nChanged 21
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	Iteration 94Q: 3 clusters Score -6254716 nChanged 15
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	Iteration 95Q: 3 clusters Score -6254724 nChanged 14
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	Iteration 96Q: 3 clusters Score -6254722 nChanged 15
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	Iteration 97Q: 3 clusters Score -6254718 nChanged 16
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	Iteration 98Q: 3 clusters Score -6254728 nChanged 19
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	Iteration 99Q: 3 clusters Score -6254728 nChanged 24
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Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6254731.500000 Penalty: 3508.858887
	Iteration 100F: 3 clusters Score -6254732 nChanged 19
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Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6254735 nChanged 15
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Mstep: Class 1 contains 46205 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6254732 nChanged 26
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	Iteration 103Q: 3 clusters Score -6254742 nChanged 28
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Mstep: Class 1 contains 46259 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6254754 nChanged 23
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6254744 nChanged 27
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	Iteration 106Q: 3 clusters Score -6254742 nChanged 31
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	Iteration 107Q: 3 clusters Score -6254742 nChanged 21
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	Iteration 108Q: 3 clusters Score -6254744 nChanged 20
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	Iteration 109Q: 3 clusters Score -6254749 nChanged 21
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	Iteration 110Q: 3 clusters Score -6254743 nChanged 20
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	Iteration 111Q: 3 clusters Score -6254738 nChanged 20
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Score: -6254745.500000 Penalty: 3508.858887
	Iteration 112Q: 3 clusters Score -6254746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6254741.500000 Penalty: 3508.858887
	Iteration 113Q: 3 clusters Score -6254742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6254740.000000 Penalty: 3508.858887
	Iteration 114Q: 3 clusters Score -6254740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6254735.500000 Penalty: 3508.858887
	Iteration 115Q: 3 clusters Score -6254736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -6254744.000000 Penalty: 3508.858887
	Iteration 116Q: 3 clusters Score -6254744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -6254748.000000 Penalty: 3508.858887
	Iteration 117Q: 3 clusters Score -6254748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6254750.500000 Penalty: 3508.858887
	Iteration 118Q: 3 clusters Score -6254750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6254751.000000 Penalty: 3508.858887
	Iteration 119Q: 3 clusters Score -6254751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6254749.500000 Penalty: 3508.858887
	Iteration 120F: 3 clusters Score -6254750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -6254756.000000 Penalty: 3508.858887
	Iteration 121Q: 3 clusters Score -6254756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6254743.500000 Penalty: 3508.858887
	Iteration 122Q: 3 clusters Score -6254744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6254739.500000 Penalty: 3508.858887
	Iteration 123Q: 3 clusters Score -6254740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6254731.500000 Penalty: 3508.858887
	Iteration 124Q: 3 clusters Score -6254732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6254750.500000 Penalty: 3508.858887
	Iteration 125Q: 3 clusters Score -6254750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6254743.000000 Penalty: 3508.858887
	Iteration 126Q: 3 clusters Score -6254743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6254754.500000 Penalty: 3508.858887
	Iteration 127Q: 3 clusters Score -6254754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6254754.500000 Penalty: 3508.858887
	Iteration 128Q: 3 clusters Score -6254754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6254761.500000 Penalty: 3508.858887
	Iteration 129Q: 3 clusters Score -6254762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6254771.500000 Penalty: 3508.858887
	Iteration 130Q: 3 clusters Score -6254772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6254782.000000 Penalty: 3508.858887
	Iteration 131Q: 3 clusters Score -6254782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6254788.000000 Penalty: 3508.858887
	Iteration 132Q: 3 clusters Score -6254788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6254773.500000 Penalty: 3508.858887
	Iteration 133Q: 3 clusters Score -6254774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6254769.500000 Penalty: 3508.858887
	Iteration 134Q: 3 clusters Score -6254770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6254782.000000 Penalty: 3508.858887
	Iteration 135Q: 3 clusters Score -6254782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6254784.500000 Penalty: 3508.858887
	Iteration 136Q: 3 clusters Score -6254784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6254782.500000 Penalty: 3508.858887
	Iteration 137Q: 3 clusters Score -6254782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6254798.500000 Penalty: 3508.858887
	Iteration 138Q: 3 clusters Score -6254798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6254800.500000 Penalty: 3508.858887
	Iteration 139Q: 3 clusters Score -6254800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6254810.000000 Penalty: 3508.858887
	Iteration 140F: 3 clusters Score -6254810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6254796.500000 Penalty: 3508.858887
	Iteration 141Q: 3 clusters Score -6254796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6254800.000000 Penalty: 3508.858887
	Iteration 142Q: 3 clusters Score -6254800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6254815.500000 Penalty: 3508.858887
	Iteration 143Q: 3 clusters Score -6254816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6254818.000000 Penalty: 3508.858887
	Iteration 144Q: 3 clusters Score -6254818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6254823.500000 Penalty: 3508.858887
	Iteration 145Q: 3 clusters Score -6254824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6254820.500000 Penalty: 3508.858887
	Iteration 146Q: 3 clusters Score -6254820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6254811.500000 Penalty: 3508.858887
	Iteration 147Q: 3 clusters Score -6254812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6254814.000000 Penalty: 3508.858887
	Iteration 148Q: 3 clusters Score -6254814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6254812.000000 Penalty: 3508.858887
	Iteration 149Q: 3 clusters Score -6254812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6254815.000000 Penalty: 3508.858887
	Iteration 150Q: 3 clusters Score -6254815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6254819.500000 Penalty: 3508.858887
	Iteration 151Q: 3 clusters Score -6254820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6254824.500000 Penalty: 3508.858887
	Iteration 152Q: 3 clusters Score -6254824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6254814.500000 Penalty: 3508.858887
	Iteration 153Q: 3 clusters Score -6254814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6254822.500000 Penalty: 3508.858887
	Iteration 154Q: 3 clusters Score -6254822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6254817.500000 Penalty: 3508.858887
	Iteration 155Q: 3 clusters Score -6254818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6254816.000000 Penalty: 3508.858887
	Iteration 156Q: 3 clusters Score -6254816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6254814.000000 Penalty: 3508.858887
	Iteration 157Q: 3 clusters Score -6254814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6254809.500000 Penalty: 3508.858887
	Iteration 158Q: 3 clusters Score -6254810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6254812.500000 Penalty: 3508.858887
	Iteration 159Q: 3 clusters Score -6254812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6254813.500000 Penalty: 3508.858887
	Iteration 160F: 3 clusters Score -6254814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6254815.000000 Penalty: 3508.858887
	Iteration 161Q: 3 clusters Score -6254815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6254814.500000 Penalty: 3508.858887
	Iteration 162Q: 3 clusters Score -6254814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6254818.500000 Penalty: 3508.858887
	Iteration 163Q: 3 clusters Score -6254818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6254819.000000 Penalty: 3508.858887
	Iteration 164Q: 3 clusters Score -6254819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6254824.000000 Penalty: 3508.858887
	Iteration 165Q: 3 clusters Score -6254824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6254824.000000 Penalty: 3508.858887
	Iteration 166F: 3 clusters Score -6254824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Entering Unmasked Estep 
Score: -792153.937500 Penalty: 1410.664307
	Iteration 0F: 2 clusters Score -792153.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -787584.750000 Penalty: 2821.328613
	Iteration 0F: 3 clusters Score -787584.8 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -788874.312500 Penalty: 2821.328613
	Iteration 1F: 3 clusters Score -788874.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -789101.750000 Penalty: 2821.328613
	Iteration 2F: 3 clusters Score -789101.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -789272.625000 Penalty: 2821.328613
	Iteration 3F: 3 clusters Score -789272.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -789438.125000 Penalty: 2821.328613
	Iteration 4Q: 3 clusters Score -789438.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -789609.625000 Penalty: 2821.328613
	Iteration 5Q: 3 clusters Score -789609.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -789800.250000 Penalty: 2821.328613
	Iteration 6Q: 3 clusters Score -789800.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -789998.250000 Penalty: 2821.328613
	Iteration 7Q: 3 clusters Score -789998.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -790207.937500 Penalty: 2821.328613
	Iteration 8Q: 3 clusters Score -790207.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -790397.687500 Penalty: 2821.328613
	Iteration 9Q: 3 clusters Score -790397.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -790555.500000 Penalty: 2821.328613
	Iteration 10Q: 3 clusters Score -790555.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -790659.500000 Penalty: 2821.328613
	Iteration 11Q: 3 clusters Score -790659.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -790730.187500 Penalty: 2821.328613
	Iteration 12Q: 3 clusters Score -790730.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -790772.750000 Penalty: 2821.328613
	Iteration 13Q: 3 clusters Score -790772.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -790813.312500 Penalty: 2821.328613
	Iteration 14Q: 3 clusters Score -790813.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -790843.812500 Penalty: 2821.328613
	Iteration 15Q: 3 clusters Score -790843.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -790879.250000 Penalty: 2821.328613
	Iteration 16Q: 3 clusters Score -790879.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -790900.625000 Penalty: 2821.328613
	Iteration 17Q: 3 clusters Score -790900.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -790908.062500 Penalty: 2821.328613
	Iteration 18Q: 3 clusters Score -790908.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -790916.562500 Penalty: 2821.328613
	Iteration 19Q: 3 clusters Score -790916.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -790928.187500 Penalty: 2821.328613
	Iteration 20F: 3 clusters Score -790928.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -790939.187500 Penalty: 2821.328613
	Iteration 21Q: 3 clusters Score -790939.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -790949.062500 Penalty: 2821.328613
	Iteration 22Q: 3 clusters Score -790949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -790956.500000 Penalty: 2821.328613
	Iteration 23Q: 3 clusters Score -790956.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -790957.875000 Penalty: 2821.328613
	Iteration 24Q: 3 clusters Score -790957.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -790958.812500 Penalty: 2821.328613
	Iteration 25Q: 3 clusters Score -790958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -790961.062500 Penalty: 2821.328613
	Iteration 26Q: 3 clusters Score -790961.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -790961.062500 Penalty: 2821.328613
	Iteration 27F: 3 clusters Score -790961.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Entering Unmasked Estep 
Score: -3921529.000000 Penalty: 1677.959961
	Iteration 0F: 2 clusters Score -3921529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3900907.750000 Penalty: 3355.919922
	Iteration 0F: 3 clusters Score -3900908 nChanged 14087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -3908880.500000 Penalty: 3355.919922
	Iteration 1F: 3 clusters Score -3908880 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3909744.750000 Penalty: 3355.919922
	Iteration 2F: 3 clusters Score -3909745 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -3911094.750000 Penalty: 3355.919922
	Iteration 3F: 3 clusters Score -3911095 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3912926.000000 Penalty: 3355.919922
	Iteration 4F: 3 clusters Score -3912926 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3914806.250000 Penalty: 3355.919922
	Iteration 5F: 3 clusters Score -3914806 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3916250.250000 Penalty: 3355.919922
	Iteration 6F: 3 clusters Score -3916250 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3917309.500000 Penalty: 3355.919922
	Iteration 7F: 3 clusters Score -3917310 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -3917986.000000 Penalty: 3355.919922
	Iteration 8Q: 3 clusters Score -3917986 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3918525.250000 Penalty: 3355.919922
	Iteration 9Q: 3 clusters Score -3918525 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -3918884.500000 Penalty: 3355.919922
	Iteration 10Q: 3 clusters Score -3918884 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3919167.750000 Penalty: 3355.919922
	Iteration 11Q: 3 clusters Score -3919168 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3919324.500000 Penalty: 3355.919922
	Iteration 12Q: 3 clusters Score -3919324 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3919477.500000 Penalty: 3355.919922
	Iteration 13Q: 3 clusters Score -3919478 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3919618.250000 Penalty: 3355.919922
	Iteration 14Q: 3 clusters Score -3919618 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3919757.000000 Penalty: 3355.919922
	Iteration 15Q: 3 clusters Score -3919757 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3919912.000000 Penalty: 3355.919922
	Iteration 16Q: 3 clusters Score -3919912 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3920062.750000 Penalty: 3355.919922
	Iteration 17Q: 3 clusters Score -3920063 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3920200.000000 Penalty: 3355.919922
	Iteration 18Q: 3 clusters Score -3920200 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -3920338.750000 Penalty: 3355.919922
	Iteration 19Q: 3 clusters Score -3920339 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3920452.250000 Penalty: 3355.919922
	Iteration 20F: 3 clusters Score -3920452 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -3920561.250000 Penalty: 3355.919922
	Iteration 21Q: 3 clusters Score -3920561 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3920645.250000 Penalty: 3355.919922
	Iteration 22Q: 3 clusters Score -3920645 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3920710.000000 Penalty: 3355.919922
	Iteration 23Q: 3 clusters Score -3920710 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3920768.250000 Penalty: 3355.919922
	Iteration 24Q: 3 clusters Score -3920768 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -3920801.000000 Penalty: 3355.919922
	Iteration 25Q: 3 clusters Score -3920801 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3920846.000000 Penalty: 3355.919922
	Iteration 26Q: 3 clusters Score -3920846 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -3920880.500000 Penalty: 3355.919922
	Iteration 27Q: 3 clusters Score -3920880 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -3920903.750000 Penalty: 3355.919922
	Iteration 28Q: 3 clusters Score -3920904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3920919.500000 Penalty: 3355.919922
	Iteration 29Q: 3 clusters Score -3920920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -3920925.000000 Penalty: 3355.919922
	Iteration 30Q: 3 clusters Score -3920925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3920938.750000 Penalty: 3355.919922
	Iteration 31Q: 3 clusters Score -3920939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -3920947.250000 Penalty: 3355.919922
	Iteration 32Q: 3 clusters Score -3920947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -3920957.250000 Penalty: 3355.919922
	Iteration 33Q: 3 clusters Score -3920957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3920960.750000 Penalty: 3355.919922
	Iteration 34Q: 3 clusters Score -3920961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3920965.500000 Penalty: 3355.919922
	Iteration 35Q: 3 clusters Score -3920966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3920975.500000 Penalty: 3355.919922
	Iteration 36Q: 3 clusters Score -3920976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3920979.500000 Penalty: 3355.919922
	Iteration 37Q: 3 clusters Score -3920980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3920988.500000 Penalty: 3355.919922
	Iteration 38Q: 3 clusters Score -3920988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -3920980.250000 Penalty: 3355.919922
	Iteration 39Q: 3 clusters Score -3920980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3920987.250000 Penalty: 3355.919922
	Iteration 40F: 3 clusters Score -3920987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3920991.750000 Penalty: 3355.919922
	Iteration 41Q: 3 clusters Score -3920992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3920990.000000 Penalty: 3355.919922
	Iteration 42Q: 3 clusters Score -3920990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -3920990.500000 Penalty: 3355.919922
	Iteration 43Q: 3 clusters Score -3920990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -3920990.750000 Penalty: 3355.919922
	Iteration 44Q: 3 clusters Score -3920991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3920994.500000 Penalty: 3355.919922
	Iteration 45Q: 3 clusters Score -3920994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3920995.250000 Penalty: 3355.919922
	Iteration 46Q: 3 clusters Score -3920995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3920993.250000 Penalty: 3355.919922
	Iteration 47Q: 3 clusters Score -3920993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3920992.500000 Penalty: 3355.919922
	Iteration 48Q: 3 clusters Score -3920992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3920992.500000 Penalty: 3355.919922
	Iteration 49F: 3 clusters Score -3920992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Entering Unmasked Estep 
Score: -571869.500000 Penalty: 1382.869629
	Iteration 0F: 2 clusters Score -571869.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -567935.375000 Penalty: 2765.739258
	Iteration 0F: 3 clusters Score -567935.4 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -569175.062500 Penalty: 2765.739258
	Iteration 1F: 3 clusters Score -569175.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -569513.187500 Penalty: 2765.739258
	Iteration 2F: 3 clusters Score -569513.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -569779.375000 Penalty: 2765.739258
	Iteration 3F: 3 clusters Score -569779.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -569960.562500 Penalty: 2765.739258
	Iteration 4F: 3 clusters Score -569960.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -570116.937500 Penalty: 2765.739258
	Iteration 5Q: 3 clusters Score -570116.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -570240.812500 Penalty: 2765.739258
	Iteration 6Q: 3 clusters Score -570240.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -570339.125000 Penalty: 2765.739258
	Iteration 7Q: 3 clusters Score -570339.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -570437.000000 Penalty: 2765.739258
	Iteration 8Q: 3 clusters Score -570437 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -570536.812500 Penalty: 2765.739258
	Iteration 9Q: 3 clusters Score -570536.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -570640.437500 Penalty: 2765.739258
	Iteration 10Q: 3 clusters Score -570640.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -570767.937500 Penalty: 2765.739258
	Iteration 11Q: 3 clusters Score -570767.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -570850.937500 Penalty: 2765.739258
	Iteration 12Q: 3 clusters Score -570850.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -570920.687500 Penalty: 2765.739258
	Iteration 13Q: 3 clusters Score -570920.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -570973.812500 Penalty: 2765.739258
	Iteration 14Q: 3 clusters Score -570973.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -571001.937500 Penalty: 2765.739258
	Iteration 15Q: 3 clusters Score -571001.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -571018.875000 Penalty: 2765.739258
	Iteration 16Q: 3 clusters Score -571018.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -571028.750000 Penalty: 2765.739258
	Iteration 17Q: 3 clusters Score -571028.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -571037.187500 Penalty: 2765.739258
	Iteration 18Q: 3 clusters Score -571037.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -571044.125000 Penalty: 2765.739258
	Iteration 19Q: 3 clusters Score -571044.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -571052.625000 Penalty: 2765.739258
	Iteration 20F: 3 clusters Score -571052.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -571060.562500 Penalty: 2765.739258
	Iteration 21Q: 3 clusters Score -571060.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -571066.437500 Penalty: 2765.739258
	Iteration 22Q: 3 clusters Score -571066.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -571071.875000 Penalty: 2765.739258
	Iteration 23Q: 3 clusters Score -571071.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -571076.937500 Penalty: 2765.739258
	Iteration 24Q: 3 clusters Score -571076.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -571083.000000 Penalty: 2765.739258
	Iteration 25Q: 3 clusters Score -571083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -571091.250000 Penalty: 2765.739258
	Iteration 26Q: 3 clusters Score -571091.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -571101.312500 Penalty: 2765.739258
	Iteration 27Q: 3 clusters Score -571101.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -571116.750000 Penalty: 2765.739258
	Iteration 28Q: 3 clusters Score -571116.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -571129.750000 Penalty: 2765.739258
	Iteration 29Q: 3 clusters Score -571129.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -571142.625000 Penalty: 2765.739258
	Iteration 30Q: 3 clusters Score -571142.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -571154.000000 Penalty: 2765.739258
	Iteration 31Q: 3 clusters Score -571154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -571162.250000 Penalty: 2765.739258
	Iteration 32Q: 3 clusters Score -571162.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -571172.562500 Penalty: 2765.739258
	Iteration 33Q: 3 clusters Score -571172.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -571179.437500 Penalty: 2765.739258
	Iteration 34Q: 3 clusters Score -571179.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -571187.812500 Penalty: 2765.739258
	Iteration 35Q: 3 clusters Score -571187.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -571194.687500 Penalty: 2765.739258
	Iteration 36Q: 3 clusters Score -571194.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -571201.812500 Penalty: 2765.739258
	Iteration 37Q: 3 clusters Score -571201.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -571206.500000 Penalty: 2765.739258
	Iteration 38Q: 3 clusters Score -571206.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -571211.875000 Penalty: 2765.739258
	Iteration 39Q: 3 clusters Score -571211.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -571215.437500 Penalty: 2765.739258
	Iteration 40F: 3 clusters Score -571215.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -571216.625000 Penalty: 2765.739258
	Iteration 41Q: 3 clusters Score -571216.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -571219.687500 Penalty: 2765.739258
	Iteration 42Q: 3 clusters Score -571219.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -571223.062500 Penalty: 2765.739258
	Iteration 43Q: 3 clusters Score -571223.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -571224.875000 Penalty: 2765.739258
	Iteration 44Q: 3 clusters Score -571224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -571224.687500 Penalty: 2765.739258
	Iteration 45Q: 3 clusters Score -571224.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -571225.375000 Penalty: 2765.739258
	Iteration 46Q: 3 clusters Score -571225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -571226.125000 Penalty: 2765.739258
	Iteration 47Q: 3 clusters Score -571226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -571226.375000 Penalty: 2765.739258
	Iteration 48Q: 3 clusters Score -571226.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -571226.375000 Penalty: 2765.739258
	Iteration 49F: 3 clusters Score -571226.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Entering Unmasked Estep 
Score: -1456713.375000 Penalty: 1520.952515
	Iteration 0F: 2 clusters Score -1456713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1448477.750000 Penalty: 3041.905029
	Iteration 0F: 3 clusters Score -1448478 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1451262.250000 Penalty: 3041.905029
	Iteration 1F: 3 clusters Score -1451262 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1451706.000000 Penalty: 3041.905029
	Iteration 2F: 3 clusters Score -1451706 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1452177.125000 Penalty: 3041.905029
	Iteration 3F: 3 clusters Score -1452177 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1452686.500000 Penalty: 3041.905029
	Iteration 4F: 3 clusters Score -1452686 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1453243.875000 Penalty: 3041.905029
	Iteration 5F: 3 clusters Score -1453244 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1453754.875000 Penalty: 3041.905029
	Iteration 6F: 3 clusters Score -1453755 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1454221.875000 Penalty: 3041.905029
	Iteration 7F: 3 clusters Score -1454222 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1454663.625000 Penalty: 3041.905029
	Iteration 8F: 3 clusters Score -1454664 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1455002.000000 Penalty: 3041.905029
	Iteration 9Q: 3 clusters Score -1455002 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1455226.125000 Penalty: 3041.905029
	Iteration 10Q: 3 clusters Score -1455226 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1455355.125000 Penalty: 3041.905029
	Iteration 11Q: 3 clusters Score -1455355 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1455449.000000 Penalty: 3041.905029
	Iteration 12Q: 3 clusters Score -1455449 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1455499.250000 Penalty: 3041.905029
	Iteration 13Q: 3 clusters Score -1455499 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1455523.875000 Penalty: 3041.905029
	Iteration 14Q: 3 clusters Score -1455524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1455553.750000 Penalty: 3041.905029
	Iteration 15Q: 3 clusters Score -1455554 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1455574.375000 Penalty: 3041.905029
	Iteration 16Q: 3 clusters Score -1455574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1455590.750000 Penalty: 3041.905029
	Iteration 17Q: 3 clusters Score -1455591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1455603.500000 Penalty: 3041.905029
	Iteration 18Q: 3 clusters Score -1455604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1455609.625000 Penalty: 3041.905029
	Iteration 19Q: 3 clusters Score -1455610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1455618.875000 Penalty: 3041.905029
	Iteration 20F: 3 clusters Score -1455619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1455623.875000 Penalty: 3041.905029
	Iteration 21Q: 3 clusters Score -1455624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1455639.875000 Penalty: 3041.905029
	Iteration 22Q: 3 clusters Score -1455640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1455651.250000 Penalty: 3041.905029
	Iteration 23Q: 3 clusters Score -1455651 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1455663.375000 Penalty: 3041.905029
	Iteration 24Q: 3 clusters Score -1455663 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1455679.375000 Penalty: 3041.905029
	Iteration 25Q: 3 clusters Score -1455679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1455690.000000 Penalty: 3041.905029
	Iteration 26Q: 3 clusters Score -1455690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1455697.000000 Penalty: 3041.905029
	Iteration 27Q: 3 clusters Score -1455697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1455709.625000 Penalty: 3041.905029
	Iteration 28Q: 3 clusters Score -1455710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1455712.625000 Penalty: 3041.905029
	Iteration 29Q: 3 clusters Score -1455713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1455726.125000 Penalty: 3041.905029
	Iteration 30Q: 3 clusters Score -1455726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1455732.625000 Penalty: 3041.905029
	Iteration 31Q: 3 clusters Score -1455733 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1455746.125000 Penalty: 3041.905029
	Iteration 32Q: 3 clusters Score -1455746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1455756.625000 Penalty: 3041.905029
	Iteration 33Q: 3 clusters Score -1455757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1455765.000000 Penalty: 3041.905029
	Iteration 34Q: 3 clusters Score -1455765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1455775.000000 Penalty: 3041.905029
	Iteration 35Q: 3 clusters Score -1455775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1455786.500000 Penalty: 3041.905029
	Iteration 36Q: 3 clusters Score -1455786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1455798.375000 Penalty: 3041.905029
	Iteration 37Q: 3 clusters Score -1455798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1455803.250000 Penalty: 3041.905029
	Iteration 38Q: 3 clusters Score -1455803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1455810.875000 Penalty: 3041.905029
	Iteration 39Q: 3 clusters Score -1455811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1455817.250000 Penalty: 3041.905029
	Iteration 40F: 3 clusters Score -1455817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1455819.000000 Penalty: 3041.905029
	Iteration 41Q: 3 clusters Score -1455819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1455821.250000 Penalty: 3041.905029
	Iteration 42Q: 3 clusters Score -1455821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1455821.500000 Penalty: 3041.905029
	Iteration 43Q: 3 clusters Score -1455822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1455823.500000 Penalty: 3041.905029
	Iteration 44Q: 3 clusters Score -1455824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1455823.500000 Penalty: 3041.905029
	Iteration 45Q: 3 clusters Score -1455824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1455825.875000 Penalty: 3041.905029
	Iteration 46Q: 3 clusters Score -1455826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1455824.750000 Penalty: 3041.905029
	Iteration 47Q: 3 clusters Score -1455825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1455826.375000 Penalty: 3041.905029
	Iteration 48Q: 3 clusters Score -1455826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1455824.250000 Penalty: 3041.905029
	Iteration 49Q: 3 clusters Score -1455824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1455824.625000 Penalty: 3041.905029
	Iteration 50Q: 3 clusters Score -1455825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1455824.625000 Penalty: 3041.905029
	Iteration 51F: 3 clusters Score -1455825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Entering Unmasked Estep 
Score: -373938.062500 Penalty: 1298.468750
	Iteration 0F: 2 clusters Score -373938.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -371235.281250 Penalty: 2596.937500
	Iteration 0F: 3 clusters Score -371235.3 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -371885.718750 Penalty: 2596.937500
	Iteration 1F: 3 clusters Score -371885.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -372005.625000 Penalty: 2596.937500
	Iteration 2F: 3 clusters Score -372005.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -372081.906250 Penalty: 2596.937500
	Iteration 3Q: 3 clusters Score -372081.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -372130.625000 Penalty: 2596.937500
	Iteration 4Q: 3 clusters Score -372130.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -372160.187500 Penalty: 2596.937500
	Iteration 5Q: 3 clusters Score -372160.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -372186.031250 Penalty: 2596.937500
	Iteration 6Q: 3 clusters Score -372186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -372211.843750 Penalty: 2596.937500
	Iteration 7Q: 3 clusters Score -372211.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -372233.875000 Penalty: 2596.937500
	Iteration 8Q: 3 clusters Score -372233.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -372252.000000 Penalty: 2596.937500
	Iteration 9Q: 3 clusters Score -372252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -372270.312500 Penalty: 2596.937500
	Iteration 10Q: 3 clusters Score -372270.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -372290.812500 Penalty: 2596.937500
	Iteration 11Q: 3 clusters Score -372290.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -372305.312500 Penalty: 2596.937500
	Iteration 12Q: 3 clusters Score -372305.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -372318.281250 Penalty: 2596.937500
	Iteration 13Q: 3 clusters Score -372318.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -372325.656250 Penalty: 2596.937500
	Iteration 14Q: 3 clusters Score -372325.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -372329.687500 Penalty: 2596.937500
	Iteration 15Q: 3 clusters Score -372329.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -372333.843750 Penalty: 2596.937500
	Iteration 16Q: 3 clusters Score -372333.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -372339.093750 Penalty: 2596.937500
	Iteration 17Q: 3 clusters Score -372339.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -372345.437500 Penalty: 2596.937500
	Iteration 18Q: 3 clusters Score -372345.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -372352.781250 Penalty: 2596.937500
	Iteration 19Q: 3 clusters Score -372352.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -372361.437500 Penalty: 2596.937500
	Iteration 20F: 3 clusters Score -372361.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -372368.125000 Penalty: 2596.937500
	Iteration 21Q: 3 clusters Score -372368.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -372371.937500 Penalty: 2596.937500
	Iteration 22Q: 3 clusters Score -372371.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -372377.656250 Penalty: 2596.937500
	Iteration 23Q: 3 clusters Score -372377.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -372381.500000 Penalty: 2596.937500
	Iteration 24Q: 3 clusters Score -372381.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -372386.656250 Penalty: 2596.937500
	Iteration 25Q: 3 clusters Score -372386.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -372392.093750 Penalty: 2596.937500
	Iteration 26Q: 3 clusters Score -372392.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -372396.937500 Penalty: 2596.937500
	Iteration 27Q: 3 clusters Score -372396.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -372400.187500 Penalty: 2596.937500
	Iteration 28Q: 3 clusters Score -372400.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -372405.750000 Penalty: 2596.937500
	Iteration 29Q: 3 clusters Score -372405.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -372409.062500 Penalty: 2596.937500
	Iteration 30Q: 3 clusters Score -372409.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -372411.906250 Penalty: 2596.937500
	Iteration 31Q: 3 clusters Score -372411.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -372414.593750 Penalty: 2596.937500
	Iteration 32Q: 3 clusters Score -372414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -372416.000000 Penalty: 2596.937500
	Iteration 33Q: 3 clusters Score -372416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -372418.593750 Penalty: 2596.937500
	Iteration 34Q: 3 clusters Score -372418.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -372421.750000 Penalty: 2596.937500
	Iteration 35Q: 3 clusters Score -372421.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -372425.218750 Penalty: 2596.937500
	Iteration 36Q: 3 clusters Score -372425.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -372431.125000 Penalty: 2596.937500
	Iteration 37Q: 3 clusters Score -372431.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -372441.250000 Penalty: 2596.937500
	Iteration 38Q: 3 clusters Score -372441.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -372449.156250 Penalty: 2596.937500
	Iteration 39Q: 3 clusters Score -372449.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -372454.531250 Penalty: 2596.937500
	Iteration 40F: 3 clusters Score -372454.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -372458.937500 Penalty: 2596.937500
	Iteration 41Q: 3 clusters Score -372458.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -372465.937500 Penalty: 2596.937500
	Iteration 42Q: 3 clusters Score -372465.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -372475.281250 Penalty: 2596.937500
	Iteration 43Q: 3 clusters Score -372475.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -372484.437500 Penalty: 2596.937500
	Iteration 44Q: 3 clusters Score -372484.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -372498.375000 Penalty: 2596.937500
	Iteration 45Q: 3 clusters Score -372498.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -372511.562500 Penalty: 2596.937500
	Iteration 46Q: 3 clusters Score -372511.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -372530.562500 Penalty: 2596.937500
	Iteration 47Q: 3 clusters Score -372530.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -372549.250000 Penalty: 2596.937500
	Iteration 48Q: 3 clusters Score -372549.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -372567.437500 Penalty: 2596.937500
	Iteration 49Q: 3 clusters Score -372567.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -372589.781250 Penalty: 2596.937500
	Iteration 50Q: 3 clusters Score -372589.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -372610.843750 Penalty: 2596.937500
	Iteration 51Q: 3 clusters Score -372610.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -372623.093750 Penalty: 2596.937500
	Iteration 52Q: 3 clusters Score -372623.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -372630.031250 Penalty: 2596.937500
	Iteration 53Q: 3 clusters Score -372630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -372638.093750 Penalty: 2596.937500
	Iteration 54Q: 3 clusters Score -372638.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -372645.812500 Penalty: 2596.937500
	Iteration 55Q: 3 clusters Score -372645.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -372652.125000 Penalty: 2596.937500
	Iteration 56Q: 3 clusters Score -372652.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -372655.312500 Penalty: 2596.937500
	Iteration 57Q: 3 clusters Score -372655.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -372660.718750 Penalty: 2596.937500
	Iteration 58Q: 3 clusters Score -372660.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -372667.406250 Penalty: 2596.937500
	Iteration 59Q: 3 clusters Score -372667.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -372672.781250 Penalty: 2596.937500
	Iteration 60F: 3 clusters Score -372672.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -372678.718750 Penalty: 2596.937500
	Iteration 61Q: 3 clusters Score -372678.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -372680.437500 Penalty: 2596.937500
	Iteration 62Q: 3 clusters Score -372680.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -372683.406250 Penalty: 2596.937500
	Iteration 63Q: 3 clusters Score -372683.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -372687.937500 Penalty: 2596.937500
	Iteration 64Q: 3 clusters Score -372687.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -372691.593750 Penalty: 2596.937500
	Iteration 65Q: 3 clusters Score -372691.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -372693.593750 Penalty: 2596.937500
	Iteration 66Q: 3 clusters Score -372693.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -372693.593750 Penalty: 2596.937500
	Iteration 67F: 3 clusters Score -372693.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Entering Unmasked Estep 
Score: -910331.437500 Penalty: 1443.117798
	Iteration 0F: 2 clusters Score -910331.4 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 3709 members 
Entering Unmasked Estep 
Score: -904928.375000 Penalty: 2886.235596
	Iteration 0F: 3 clusters Score -904928.4 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -906613.562500 Penalty: 2886.235596
	Iteration 1F: 3 clusters Score -906613.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -906897.500000 Penalty: 2886.235596
	Iteration 2F: 3 clusters Score -906897.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -907171.937500 Penalty: 2886.235596
	Iteration 3F: 3 clusters Score -907171.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -907479.875000 Penalty: 2886.235596
	Iteration 4F: 3 clusters Score -907479.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -907836.187500 Penalty: 2886.235596
	Iteration 5F: 3 clusters Score -907836.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -908191.812500 Penalty: 2886.235596
	Iteration 6F: 3 clusters Score -908191.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -908501.750000 Penalty: 2886.235596
	Iteration 7Q: 3 clusters Score -908501.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -908726.062500 Penalty: 2886.235596
	Iteration 8Q: 3 clusters Score -908726.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -908882.500000 Penalty: 2886.235596
	Iteration 9Q: 3 clusters Score -908882.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -908985.937500 Penalty: 2886.235596
	Iteration 10Q: 3 clusters Score -908985.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -909022.312500 Penalty: 2886.235596
	Iteration 11Q: 3 clusters Score -909022.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -909061.125000 Penalty: 2886.235596
	Iteration 12Q: 3 clusters Score -909061.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -909089.625000 Penalty: 2886.235596
	Iteration 13Q: 3 clusters Score -909089.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -909113.687500 Penalty: 2886.235596
	Iteration 14Q: 3 clusters Score -909113.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -909127.687500 Penalty: 2886.235596
	Iteration 15Q: 3 clusters Score -909127.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -909134.937500 Penalty: 2886.235596
	Iteration 16Q: 3 clusters Score -909134.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -909138.937500 Penalty: 2886.235596
	Iteration 17Q: 3 clusters Score -909138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -909138.687500 Penalty: 2886.235596
	Iteration 18Q: 3 clusters Score -909138.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -909138.687500 Penalty: 2886.235596
	Iteration 19F: 3 clusters Score -909138.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Entering Unmasked Estep 
Score: -767657.062500 Penalty: 1415.743408
	Iteration 0F: 2 clusters Score -767657.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -762984.250000 Penalty: 2831.486816
	Iteration 0F: 3 clusters Score -762984.2 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -764360.562500 Penalty: 2831.486816
	Iteration 1F: 3 clusters Score -764360.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -764582.000000 Penalty: 2831.486816
	Iteration 2F: 3 clusters Score -764582 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -764808.062500 Penalty: 2831.486816
	Iteration 3F: 3 clusters Score -764808.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -765030.937500 Penalty: 2831.486816
	Iteration 4F: 3 clusters Score -765030.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -765262.750000 Penalty: 2831.486816
	Iteration 5F: 3 clusters Score -765262.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -765483.875000 Penalty: 2831.486816
	Iteration 6F: 3 clusters Score -765483.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -765687.375000 Penalty: 2831.486816
	Iteration 7Q: 3 clusters Score -765687.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -765875.125000 Penalty: 2831.486816
	Iteration 8Q: 3 clusters Score -765875.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -766015.187500 Penalty: 2831.486816
	Iteration 9Q: 3 clusters Score -766015.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -766141.375000 Penalty: 2831.486816
	Iteration 10Q: 3 clusters Score -766141.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -766248.500000 Penalty: 2831.486816
	Iteration 11Q: 3 clusters Score -766248.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -766349.875000 Penalty: 2831.486816
	Iteration 12Q: 3 clusters Score -766349.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -766457.312500 Penalty: 2831.486816
	Iteration 13Q: 3 clusters Score -766457.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -766540.125000 Penalty: 2831.486816
	Iteration 14Q: 3 clusters Score -766540.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -766586.312500 Penalty: 2831.486816
	Iteration 15Q: 3 clusters Score -766586.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -766621.187500 Penalty: 2831.486816
	Iteration 16Q: 3 clusters Score -766621.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -766646.687500 Penalty: 2831.486816
	Iteration 17Q: 3 clusters Score -766646.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -766675.937500 Penalty: 2831.486816
	Iteration 18Q: 3 clusters Score -766675.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -766705.312500 Penalty: 2831.486816
	Iteration 19Q: 3 clusters Score -766705.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -766728.187500 Penalty: 2831.486816
	Iteration 20F: 3 clusters Score -766728.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -766752.125000 Penalty: 2831.486816
	Iteration 21Q: 3 clusters Score -766752.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -766764.812500 Penalty: 2831.486816
	Iteration 22Q: 3 clusters Score -766764.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -766775.250000 Penalty: 2831.486816
	Iteration 23Q: 3 clusters Score -766775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -766778.375000 Penalty: 2831.486816
	Iteration 24Q: 3 clusters Score -766778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -766782.812500 Penalty: 2831.486816
	Iteration 25Q: 3 clusters Score -766782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -766786.437500 Penalty: 2831.486816
	Iteration 26Q: 3 clusters Score -766786.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -766792.562500 Penalty: 2831.486816
	Iteration 27Q: 3 clusters Score -766792.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -766798.062500 Penalty: 2831.486816
	Iteration 28Q: 3 clusters Score -766798.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -766802.937500 Penalty: 2831.486816
	Iteration 29Q: 3 clusters Score -766802.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -766803.437500 Penalty: 2831.486816
	Iteration 30Q: 3 clusters Score -766803.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -766803.437500 Penalty: 2831.486816
	Iteration 31F: 3 clusters Score -766803.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Entering Unmasked Estep 
Score: -2783316.750000 Penalty: 1626.421509
	Iteration 0F: 2 clusters Score -2783317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2768244.250000 Penalty: 3252.843018
	Iteration 0F: 3 clusters Score -2768244 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2773809.000000 Penalty: 3252.843018
	Iteration 1F: 3 clusters Score -2773809 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2774264.500000 Penalty: 3252.843018
	Iteration 2F: 3 clusters Score -2774264 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2774760.250000 Penalty: 3252.843018
	Iteration 3F: 3 clusters Score -2774760 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2775296.000000 Penalty: 3252.843018
	Iteration 4Q: 3 clusters Score -2775296 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2775839.750000 Penalty: 3252.843018
	Iteration 5Q: 3 clusters Score -2775840 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2776408.250000 Penalty: 3252.843018
	Iteration 6Q: 3 clusters Score -2776408 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2777034.750000 Penalty: 3252.843018
	Iteration 7Q: 3 clusters Score -2777035 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2777709.500000 Penalty: 3252.843018
	Iteration 8Q: 3 clusters Score -2777710 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2778380.500000 Penalty: 3252.843018
	Iteration 9Q: 3 clusters Score -2778380 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2778927.750000 Penalty: 3252.843018
	Iteration 10Q: 3 clusters Score -2778928 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2779222.000000 Penalty: 3252.843018
	Iteration 11Q: 3 clusters Score -2779222 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2779380.750000 Penalty: 3252.843018
	Iteration 12Q: 3 clusters Score -2779381 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2779445.500000 Penalty: 3252.843018
	Iteration 13Q: 3 clusters Score -2779446 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2779502.750000 Penalty: 3252.843018
	Iteration 14Q: 3 clusters Score -2779503 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2779543.500000 Penalty: 3252.843018
	Iteration 15Q: 3 clusters Score -2779544 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2779588.000000 Penalty: 3252.843018
	Iteration 16Q: 3 clusters Score -2779588 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2779614.750000 Penalty: 3252.843018
	Iteration 17Q: 3 clusters Score -2779615 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2779655.750000 Penalty: 3252.843018
	Iteration 18Q: 3 clusters Score -2779656 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2779706.500000 Penalty: 3252.843018
	Iteration 19Q: 3 clusters Score -2779706 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2779720.750000 Penalty: 3252.843018
	Iteration 20F: 3 clusters Score -2779721 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2779752.750000 Penalty: 3252.843018
	Iteration 21Q: 3 clusters Score -2779753 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2779791.750000 Penalty: 3252.843018
	Iteration 22Q: 3 clusters Score -2779792 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2779822.250000 Penalty: 3252.843018
	Iteration 23Q: 3 clusters Score -2779822 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2779858.750000 Penalty: 3252.843018
	Iteration 24Q: 3 clusters Score -2779859 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2779892.250000 Penalty: 3252.843018
	Iteration 25Q: 3 clusters Score -2779892 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2779909.250000 Penalty: 3252.843018
	Iteration 26Q: 3 clusters Score -2779909 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2779930.000000 Penalty: 3252.843018
	Iteration 27Q: 3 clusters Score -2779930 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2779951.750000 Penalty: 3252.843018
	Iteration 28Q: 3 clusters Score -2779952 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2779973.250000 Penalty: 3252.843018
	Iteration 29Q: 3 clusters Score -2779973 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2780009.000000 Penalty: 3252.843018
	Iteration 30Q: 3 clusters Score -2780009 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2780024.000000 Penalty: 3252.843018
	Iteration 31Q: 3 clusters Score -2780024 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2780053.250000 Penalty: 3252.843018
	Iteration 32Q: 3 clusters Score -2780053 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2780094.000000 Penalty: 3252.843018
	Iteration 33Q: 3 clusters Score -2780094 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2780115.250000 Penalty: 3252.843018
	Iteration 34Q: 3 clusters Score -2780115 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2780138.500000 Penalty: 3252.843018
	Iteration 35Q: 3 clusters Score -2780138 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2780167.250000 Penalty: 3252.843018
	Iteration 36Q: 3 clusters Score -2780167 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2780206.250000 Penalty: 3252.843018
	Iteration 37Q: 3 clusters Score -2780206 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2780229.500000 Penalty: 3252.843018
	Iteration 38Q: 3 clusters Score -2780230 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2780249.250000 Penalty: 3252.843018
	Iteration 39Q: 3 clusters Score -2780249 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2780262.000000 Penalty: 3252.843018
	Iteration 40F: 3 clusters Score -2780262 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2780277.500000 Penalty: 3252.843018
	Iteration 41Q: 3 clusters Score -2780278 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2780286.250000 Penalty: 3252.843018
	Iteration 42Q: 3 clusters Score -2780286 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2780303.750000 Penalty: 3252.843018
	Iteration 43Q: 3 clusters Score -2780304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2780320.750000 Penalty: 3252.843018
	Iteration 44Q: 3 clusters Score -2780321 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2780340.250000 Penalty: 3252.843018
	Iteration 45Q: 3 clusters Score -2780340 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2780344.750000 Penalty: 3252.843018
	Iteration 46Q: 3 clusters Score -2780345 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2780362.500000 Penalty: 3252.843018
	Iteration 47Q: 3 clusters Score -2780362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2780370.750000 Penalty: 3252.843018
	Iteration 48Q: 3 clusters Score -2780371 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2780384.250000 Penalty: 3252.843018
	Iteration 49Q: 3 clusters Score -2780384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2780400.250000 Penalty: 3252.843018
	Iteration 50Q: 3 clusters Score -2780400 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2780413.500000 Penalty: 3252.843018
	Iteration 51Q: 3 clusters Score -2780414 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2780437.500000 Penalty: 3252.843018
	Iteration 52Q: 3 clusters Score -2780438 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2780451.250000 Penalty: 3252.843018
	Iteration 53Q: 3 clusters Score -2780451 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2780467.750000 Penalty: 3252.843018
	Iteration 54Q: 3 clusters Score -2780468 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2780490.750000 Penalty: 3252.843018
	Iteration 55Q: 3 clusters Score -2780491 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2780512.500000 Penalty: 3252.843018
	Iteration 56Q: 3 clusters Score -2780512 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2780530.500000 Penalty: 3252.843018
	Iteration 57Q: 3 clusters Score -2780530 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2780545.000000 Penalty: 3252.843018
	Iteration 58Q: 3 clusters Score -2780545 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2780558.000000 Penalty: 3252.843018
	Iteration 59Q: 3 clusters Score -2780558 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2780575.250000 Penalty: 3252.843018
	Iteration 60F: 3 clusters Score -2780575 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2780597.500000 Penalty: 3252.843018
	Iteration 61Q: 3 clusters Score -2780598 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2780625.500000 Penalty: 3252.843018
	Iteration 62Q: 3 clusters Score -2780626 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2780653.250000 Penalty: 3252.843018
	Iteration 63Q: 3 clusters Score -2780653 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2780683.750000 Penalty: 3252.843018
	Iteration 64Q: 3 clusters Score -2780684 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2780705.250000 Penalty: 3252.843018
	Iteration 65Q: 3 clusters Score -2780705 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2780743.750000 Penalty: 3252.843018
	Iteration 66Q: 3 clusters Score -2780744 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2780771.000000 Penalty: 3252.843018
	Iteration 67Q: 3 clusters Score -2780771 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2780796.000000 Penalty: 3252.843018
	Iteration 68Q: 3 clusters Score -2780796 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2780827.500000 Penalty: 3252.843018
	Iteration 69Q: 3 clusters Score -2780828 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2780856.500000 Penalty: 3252.843018
	Iteration 70Q: 3 clusters Score -2780856 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2780897.750000 Penalty: 3252.843018
	Iteration 71Q: 3 clusters Score -2780898 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2780944.000000 Penalty: 3252.843018
	Iteration 72Q: 3 clusters Score -2780944 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2780980.750000 Penalty: 3252.843018
	Iteration 73Q: 3 clusters Score -2780981 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2781034.000000 Penalty: 3252.843018
	Iteration 74Q: 3 clusters Score -2781034 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2781078.250000 Penalty: 3252.843018
	Iteration 75Q: 3 clusters Score -2781078 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2781118.250000 Penalty: 3252.843018
	Iteration 76Q: 3 clusters Score -2781118 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2781164.750000 Penalty: 3252.843018
	Iteration 77Q: 3 clusters Score -2781165 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2781214.750000 Penalty: 3252.843018
	Iteration 78Q: 3 clusters Score -2781215 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2781259.750000 Penalty: 3252.843018
	Iteration 79Q: 3 clusters Score -2781260 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2781299.500000 Penalty: 3252.843018
	Iteration 80F: 3 clusters Score -2781300 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2781340.250000 Penalty: 3252.843018
	Iteration 81Q: 3 clusters Score -2781340 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2781389.500000 Penalty: 3252.843018
	Iteration 82Q: 3 clusters Score -2781390 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2781427.500000 Penalty: 3252.843018
	Iteration 83Q: 3 clusters Score -2781428 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2781475.500000 Penalty: 3252.843018
	Iteration 84Q: 3 clusters Score -2781476 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2781523.500000 Penalty: 3252.843018
	Iteration 85Q: 3 clusters Score -2781524 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2781581.750000 Penalty: 3252.843018
	Iteration 86Q: 3 clusters Score -2781582 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2781628.250000 Penalty: 3252.843018
	Iteration 87Q: 3 clusters Score -2781628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2781673.250000 Penalty: 3252.843018
	Iteration 88Q: 3 clusters Score -2781673 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2781716.500000 Penalty: 3252.843018
	Iteration 89Q: 3 clusters Score -2781716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2781753.500000 Penalty: 3252.843018
	Iteration 90Q: 3 clusters Score -2781754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2781786.500000 Penalty: 3252.843018
	Iteration 91Q: 3 clusters Score -2781786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2781808.750000 Penalty: 3252.843018
	Iteration 92Q: 3 clusters Score -2781809 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2781836.500000 Penalty: 3252.843018
	Iteration 93Q: 3 clusters Score -2781836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2781864.000000 Penalty: 3252.843018
	Iteration 94Q: 3 clusters Score -2781864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2781875.000000 Penalty: 3252.843018
	Iteration 95Q: 3 clusters Score -2781875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2781878.750000 Penalty: 3252.843018
	Iteration 96Q: 3 clusters Score -2781879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2781883.500000 Penalty: 3252.843018
	Iteration 97Q: 3 clusters Score -2781884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2781886.500000 Penalty: 3252.843018
	Iteration 98Q: 3 clusters Score -2781886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2781888.000000 Penalty: 3252.843018
	Iteration 99Q: 3 clusters Score -2781888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2781893.750000 Penalty: 3252.843018
	Iteration 100F: 3 clusters Score -2781894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2781897.250000 Penalty: 3252.843018
	Iteration 101Q: 3 clusters Score -2781897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2781905.000000 Penalty: 3252.843018
	Iteration 102Q: 3 clusters Score -2781905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2781909.500000 Penalty: 3252.843018
	Iteration 103Q: 3 clusters Score -2781910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2781916.250000 Penalty: 3252.843018
	Iteration 104Q: 3 clusters Score -2781916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2781927.750000 Penalty: 3252.843018
	Iteration 105Q: 3 clusters Score -2781928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2781928.750000 Penalty: 3252.843018
	Iteration 106Q: 3 clusters Score -2781929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2781928.250000 Penalty: 3252.843018
	Iteration 107Q: 3 clusters Score -2781928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2781930.250000 Penalty: 3252.843018
	Iteration 108Q: 3 clusters Score -2781930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2781932.250000 Penalty: 3252.843018
	Iteration 109Q: 3 clusters Score -2781932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2781933.250000 Penalty: 3252.843018
	Iteration 110Q: 3 clusters Score -2781933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2781935.500000 Penalty: 3252.843018
	Iteration 111Q: 3 clusters Score -2781936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2781935.500000 Penalty: 3252.843018
	Iteration 112F: 3 clusters Score -2781936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Entering Unmasked Estep 
Score: -4224092.500000 Penalty: 1702.201782
	Iteration 0F: 2 clusters Score -4224092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -4200406.500000 Penalty: 3404.403564
	Iteration 0F: 3 clusters Score -4200406 nChanged 16392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -4210015.500000 Penalty: 3404.403564
	Iteration 1F: 3 clusters Score -4210016 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -4210864.000000 Penalty: 3404.403564
	Iteration 2F: 3 clusters Score -4210864 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -4211848.500000 Penalty: 3404.403564
	Iteration 3F: 3 clusters Score -4211848 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -4212917.000000 Penalty: 3404.403564
	Iteration 4F: 3 clusters Score -4212917 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -4214175.500000 Penalty: 3404.403564
	Iteration 5F: 3 clusters Score -4214176 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -4215566.500000 Penalty: 3404.403564
	Iteration 6F: 3 clusters Score -4215566 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -4217003.500000 Penalty: 3404.403564
	Iteration 7F: 3 clusters Score -4217004 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -4218317.500000 Penalty: 3404.403564
	Iteration 8F: 3 clusters Score -4218318 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -4219436.500000 Penalty: 3404.403564
	Iteration 9Q: 3 clusters Score -4219436 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4220289.000000 Penalty: 3404.403564
	Iteration 10Q: 3 clusters Score -4220289 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -4220942.000000 Penalty: 3404.403564
	Iteration 11Q: 3 clusters Score -4220942 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -4221466.000000 Penalty: 3404.403564
	Iteration 12Q: 3 clusters Score -4221466 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4221916.500000 Penalty: 3404.403564
	Iteration 13Q: 3 clusters Score -4221916 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4222237.000000 Penalty: 3404.403564
	Iteration 14Q: 3 clusters Score -4222237 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4222458.000000 Penalty: 3404.403564
	Iteration 15Q: 3 clusters Score -4222458 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4222594.000000 Penalty: 3404.403564
	Iteration 16Q: 3 clusters Score -4222594 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4222679.000000 Penalty: 3404.403564
	Iteration 17Q: 3 clusters Score -4222679 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4222742.000000 Penalty: 3404.403564
	Iteration 18Q: 3 clusters Score -4222742 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4222799.000000 Penalty: 3404.403564
	Iteration 19Q: 3 clusters Score -4222799 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4222850.500000 Penalty: 3404.403564
	Iteration 20F: 3 clusters Score -4222850 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4222892.000000 Penalty: 3404.403564
	Iteration 21Q: 3 clusters Score -4222892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4222907.000000 Penalty: 3404.403564
	Iteration 22Q: 3 clusters Score -4222907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4222924.500000 Penalty: 3404.403564
	Iteration 23Q: 3 clusters Score -4222924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4222937.500000 Penalty: 3404.403564
	Iteration 24Q: 3 clusters Score -4222938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4222953.000000 Penalty: 3404.403564
	Iteration 25Q: 3 clusters Score -4222953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4222961.500000 Penalty: 3404.403564
	Iteration 26Q: 3 clusters Score -4222962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4222966.500000 Penalty: 3404.403564
	Iteration 27Q: 3 clusters Score -4222966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4222968.000000 Penalty: 3404.403564
	Iteration 28Q: 3 clusters Score -4222968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4222974.500000 Penalty: 3404.403564
	Iteration 29Q: 3 clusters Score -4222974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4222985.500000 Penalty: 3404.403564
	Iteration 30Q: 3 clusters Score -4222986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4222993.500000 Penalty: 3404.403564
	Iteration 31Q: 3 clusters Score -4222994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4223005.000000 Penalty: 3404.403564
	Iteration 32Q: 3 clusters Score -4223005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4223007.000000 Penalty: 3404.403564
	Iteration 33Q: 3 clusters Score -4223007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4223017.500000 Penalty: 3404.403564
	Iteration 34Q: 3 clusters Score -4223018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4223027.500000 Penalty: 3404.403564
	Iteration 35Q: 3 clusters Score -4223028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4223032.500000 Penalty: 3404.403564
	Iteration 36Q: 3 clusters Score -4223032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4223040.500000 Penalty: 3404.403564
	Iteration 37Q: 3 clusters Score -4223040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4223041.000000 Penalty: 3404.403564
	Iteration 38Q: 3 clusters Score -4223041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4223042.000000 Penalty: 3404.403564
	Iteration 39Q: 3 clusters Score -4223042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4223045.500000 Penalty: 3404.403564
	Iteration 40F: 3 clusters Score -4223046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4223050.000000 Penalty: 3404.403564
	Iteration 41Q: 3 clusters Score -4223050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4223051.000000 Penalty: 3404.403564
	Iteration 42Q: 3 clusters Score -4223051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4223052.500000 Penalty: 3404.403564
	Iteration 43Q: 3 clusters Score -4223052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4223056.500000 Penalty: 3404.403564
	Iteration 44Q: 3 clusters Score -4223056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4223058.500000 Penalty: 3404.403564
	Iteration 45Q: 3 clusters Score -4223058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4223059.000000 Penalty: 3404.403564
	Iteration 46Q: 3 clusters Score -4223059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4223059.000000 Penalty: 3404.403564
	Iteration 47Q: 3 clusters Score -4223059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4223059.500000 Penalty: 3404.403564
	Iteration 48Q: 3 clusters Score -4223060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4223059.500000 Penalty: 3404.403564
	Iteration 49F: 3 clusters Score -4223060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Entering Unmasked Estep 
Score: -640779.562500 Penalty: 1392.867432
	Iteration 0F: 2 clusters Score -640779.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -636681.375000 Penalty: 2785.734863
	Iteration 0F: 3 clusters Score -636681.4 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -637861.312500 Penalty: 2785.734863
	Iteration 1F: 3 clusters Score -637861.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -638106.250000 Penalty: 2785.734863
	Iteration 2F: 3 clusters Score -638106.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -638314.375000 Penalty: 2785.734863
	Iteration 3F: 3 clusters Score -638314.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -638509.437500 Penalty: 2785.734863
	Iteration 4F: 3 clusters Score -638509.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -638649.062500 Penalty: 2785.734863
	Iteration 5Q: 3 clusters Score -638649.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -638797.125000 Penalty: 2785.734863
	Iteration 6Q: 3 clusters Score -638797.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -638945.500000 Penalty: 2785.734863
	Iteration 7Q: 3 clusters Score -638945.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -639084.625000 Penalty: 2785.734863
	Iteration 8Q: 3 clusters Score -639084.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -639209.187500 Penalty: 2785.734863
	Iteration 9Q: 3 clusters Score -639209.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -639326.625000 Penalty: 2785.734863
	Iteration 10Q: 3 clusters Score -639326.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -639430.562500 Penalty: 2785.734863
	Iteration 11Q: 3 clusters Score -639430.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -639509.625000 Penalty: 2785.734863
	Iteration 12Q: 3 clusters Score -639509.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -639572.062500 Penalty: 2785.734863
	Iteration 13Q: 3 clusters Score -639572.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -639622.125000 Penalty: 2785.734863
	Iteration 14Q: 3 clusters Score -639622.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -639666.812500 Penalty: 2785.734863
	Iteration 15Q: 3 clusters Score -639666.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -639699.625000 Penalty: 2785.734863
	Iteration 16Q: 3 clusters Score -639699.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -639727.500000 Penalty: 2785.734863
	Iteration 17Q: 3 clusters Score -639727.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -639756.187500 Penalty: 2785.734863
	Iteration 18Q: 3 clusters Score -639756.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -639786.375000 Penalty: 2785.734863
	Iteration 19Q: 3 clusters Score -639786.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -639807.375000 Penalty: 2785.734863
	Iteration 20F: 3 clusters Score -639807.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -639821.500000 Penalty: 2785.734863
	Iteration 21Q: 3 clusters Score -639821.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -639833.687500 Penalty: 2785.734863
	Iteration 22Q: 3 clusters Score -639833.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -639845.125000 Penalty: 2785.734863
	Iteration 23Q: 3 clusters Score -639845.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -639852.125000 Penalty: 2785.734863
	Iteration 24Q: 3 clusters Score -639852.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -639857.125000 Penalty: 2785.734863
	Iteration 25Q: 3 clusters Score -639857.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -639859.000000 Penalty: 2785.734863
	Iteration 26Q: 3 clusters Score -639859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -639861.937500 Penalty: 2785.734863
	Iteration 27Q: 3 clusters Score -639861.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -639865.375000 Penalty: 2785.734863
	Iteration 28Q: 3 clusters Score -639865.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -639870.250000 Penalty: 2785.734863
	Iteration 29Q: 3 clusters Score -639870.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -639875.375000 Penalty: 2785.734863
	Iteration 30Q: 3 clusters Score -639875.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -639876.125000 Penalty: 2785.734863
	Iteration 31Q: 3 clusters Score -639876.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -639878.625000 Penalty: 2785.734863
	Iteration 32Q: 3 clusters Score -639878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -639882.125000 Penalty: 2785.734863
	Iteration 33Q: 3 clusters Score -639882.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -639883.250000 Penalty: 2785.734863
	Iteration 34Q: 3 clusters Score -639883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -639884.187500 Penalty: 2785.734863
	Iteration 35Q: 3 clusters Score -639884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -639885.500000 Penalty: 2785.734863
	Iteration 36Q: 3 clusters Score -639885.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -639886.375000 Penalty: 2785.734863
	Iteration 37Q: 3 clusters Score -639886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -639887.437500 Penalty: 2785.734863
	Iteration 38Q: 3 clusters Score -639887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -639888.062500 Penalty: 2785.734863
	Iteration 39Q: 3 clusters Score -639888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -639888.937500 Penalty: 2785.734863
	Iteration 40F: 3 clusters Score -639888.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -639890.375000 Penalty: 2785.734863
	Iteration 41Q: 3 clusters Score -639890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -639891.562500 Penalty: 2785.734863
	Iteration 42Q: 3 clusters Score -639891.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -639892.750000 Penalty: 2785.734863
	Iteration 43Q: 3 clusters Score -639892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -639893.500000 Penalty: 2785.734863
	Iteration 44Q: 3 clusters Score -639893.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -639893.500000 Penalty: 2785.734863
	Iteration 45F: 3 clusters Score -639893.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -46469.843750 Penalty: 997.380676
	Iteration 0F: 2 clusters Score -46469.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45509.175781 Penalty: 1994.761353
	Iteration 0F: 3 clusters Score -45509.18 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45822.816406 Penalty: 1994.761353
	Iteration 1F: 3 clusters Score -45822.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45997.910156 Penalty: 1994.761353
	Iteration 2F: 3 clusters Score -45997.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46082.003906 Penalty: 1994.761353
	Iteration 3F: 3 clusters Score -46082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -46133.660156 Penalty: 1994.761353
	Iteration 4Q: 3 clusters Score -46133.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -46155.539062 Penalty: 1994.761353
	Iteration 5Q: 3 clusters Score -46155.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -46172.335938 Penalty: 1994.761353
	Iteration 6Q: 3 clusters Score -46172.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -46178.671875 Penalty: 1994.761353
	Iteration 7Q: 3 clusters Score -46178.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -46201.203125 Penalty: 1994.761353
	Iteration 8Q: 3 clusters Score -46201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -46203.992188 Penalty: 1994.761353
	Iteration 9Q: 3 clusters Score -46203.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -46203.992188 Penalty: 1994.761353
	Iteration 10F: 3 clusters Score -46203.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Entering Unmasked Estep 
Score: -6167835.000000 Penalty: 1751.037842
	Iteration 0F: 2 clusters Score -6167835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -6135638.500000 Penalty: 3502.075684
	Iteration 0F: 3 clusters Score -6135638 nChanged 22594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -6148371.000000 Penalty: 3502.075684
	Iteration 1F: 3 clusters Score -6148371 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -6148930.000000 Penalty: 3502.075684
	Iteration 2Q: 3 clusters Score -6148930 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -6149720.500000 Penalty: 3502.075684
	Iteration 3Q: 3 clusters Score -6149720 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -6150764.500000 Penalty: 3502.075684
	Iteration 4Q: 3 clusters Score -6150764 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -6152313.500000 Penalty: 3502.075684
	Iteration 5F: 3 clusters Score -6152314 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -6154636.000000 Penalty: 3502.075684
	Iteration 6F: 3 clusters Score -6154636 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -6157432.500000 Penalty: 3502.075684
	Iteration 7F: 3 clusters Score -6157432 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -6160184.500000 Penalty: 3502.075684
	Iteration 8F: 3 clusters Score -6160184 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -6162496.000000 Penalty: 3502.075684
	Iteration 9F: 3 clusters Score -6162496 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -6164115.000000 Penalty: 3502.075684
	Iteration 10Q: 3 clusters Score -6164115 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -6164954.500000 Penalty: 3502.075684
	Iteration 11Q: 3 clusters Score -6164954 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -6165430.000000 Penalty: 3502.075684
	Iteration 12Q: 3 clusters Score -6165430 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -6165725.500000 Penalty: 3502.075684
	Iteration 13Q: 3 clusters Score -6165726 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -6165925.000000 Penalty: 3502.075684
	Iteration 14Q: 3 clusters Score -6165925 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -6166044.000000 Penalty: 3502.075684
	Iteration 15Q: 3 clusters Score -6166044 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -6166137.000000 Penalty: 3502.075684
	Iteration 16Q: 3 clusters Score -6166137 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -6166206.000000 Penalty: 3502.075684
	Iteration 17Q: 3 clusters Score -6166206 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -6166245.500000 Penalty: 3502.075684
	Iteration 18Q: 3 clusters Score -6166246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -6166271.000000 Penalty: 3502.075684
	Iteration 19Q: 3 clusters Score -6166271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -6166285.500000 Penalty: 3502.075684
	Iteration 20F: 3 clusters Score -6166286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -6166300.500000 Penalty: 3502.075684
	Iteration 21Q: 3 clusters Score -6166300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -6166319.500000 Penalty: 3502.075684
	Iteration 22Q: 3 clusters Score -6166320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -6166325.500000 Penalty: 3502.075684
	Iteration 23Q: 3 clusters Score -6166326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -6166332.000000 Penalty: 3502.075684
	Iteration 24Q: 3 clusters Score -6166332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -6166344.000000 Penalty: 3502.075684
	Iteration 25Q: 3 clusters Score -6166344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -6166344.500000 Penalty: 3502.075684
	Iteration 26Q: 3 clusters Score -6166344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -6166342.500000 Penalty: 3502.075684
	Iteration 27Q: 3 clusters Score -6166342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -6166353.000000 Penalty: 3502.075684
	Iteration 28Q: 3 clusters Score -6166353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -6166357.000000 Penalty: 3502.075684
	Iteration 29Q: 3 clusters Score -6166357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -6166368.500000 Penalty: 3502.075684
	Iteration 30Q: 3 clusters Score -6166368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -6166365.500000 Penalty: 3502.075684
	Iteration 31Q: 3 clusters Score -6166366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -6166373.000000 Penalty: 3502.075684
	Iteration 32Q: 3 clusters Score -6166373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -6166373.000000 Penalty: 3502.075684
	Iteration 33Q: 3 clusters Score -6166373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -6166381.000000 Penalty: 3502.075684
	Iteration 34Q: 3 clusters Score -6166381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -6166381.500000 Penalty: 3502.075684
	Iteration 35Q: 3 clusters Score -6166382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -6166387.000000 Penalty: 3502.075684
	Iteration 36Q: 3 clusters Score -6166387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -6166387.000000 Penalty: 3502.075684
	Iteration 37Q: 3 clusters Score -6166387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -6166388.500000 Penalty: 3502.075684
	Iteration 38Q: 3 clusters Score -6166388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -6166404.500000 Penalty: 3502.075684
	Iteration 39Q: 3 clusters Score -6166404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -6166406.500000 Penalty: 3502.075684
	Iteration 40F: 3 clusters Score -6166406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -6166406.000000 Penalty: 3502.075684
	Iteration 41Q: 3 clusters Score -6166406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -6166408.500000 Penalty: 3502.075684
	Iteration 42Q: 3 clusters Score -6166408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -6166410.500000 Penalty: 3502.075684
	Iteration 43Q: 3 clusters Score -6166410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -6166424.500000 Penalty: 3502.075684
	Iteration 44Q: 3 clusters Score -6166424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -6166428.500000 Penalty: 3502.075684
	Iteration 45Q: 3 clusters Score -6166428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -6166429.000000 Penalty: 3502.075684
	Iteration 46Q: 3 clusters Score -6166429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -6166429.500000 Penalty: 3502.075684
	Iteration 47Q: 3 clusters Score -6166430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -6166431.000000 Penalty: 3502.075684
	Iteration 48Q: 3 clusters Score -6166431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -6166431.500000 Penalty: 3502.075684
	Iteration 49Q: 3 clusters Score -6166432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -6166438.500000 Penalty: 3502.075684
	Iteration 50Q: 3 clusters Score -6166438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -6166438.500000 Penalty: 3502.075684
	Iteration 51F: 3 clusters Score -6166438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (47989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Entering Unmasked Estep 
Score: -6071986.500000 Penalty: 1751.543213
	Iteration 0F: 2 clusters Score -6071986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -6039773.000000 Penalty: 3503.086426
	Iteration 0F: 3 clusters Score -6039773 nChanged 22448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -6052512.500000 Penalty: 3503.086426
	Iteration 1F: 3 clusters Score -6052512 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -6053152.500000 Penalty: 3503.086426
	Iteration 2Q: 3 clusters Score -6053152 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -6054074.000000 Penalty: 3503.086426
	Iteration 3Q: 3 clusters Score -6054074 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -6055481.000000 Penalty: 3503.086426
	Iteration 4F: 3 clusters Score -6055481 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -6057389.000000 Penalty: 3503.086426
	Iteration 5F: 3 clusters Score -6057389 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -6059844.500000 Penalty: 3503.086426
	Iteration 6F: 3 clusters Score -6059844 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -6062308.000000 Penalty: 3503.086426
	Iteration 7F: 3 clusters Score -6062308 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -6064290.000000 Penalty: 3503.086426
	Iteration 8F: 3 clusters Score -6064290 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -6065790.000000 Penalty: 3503.086426
	Iteration 9F: 3 clusters Score -6065790 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -6067014.000000 Penalty: 3503.086426
	Iteration 10Q: 3 clusters Score -6067014 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -6068411.500000 Penalty: 3503.086426
	Iteration 11Q: 3 clusters Score -6068412 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -6069599.500000 Penalty: 3503.086426
	Iteration 12Q: 3 clusters Score -6069600 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -6070126.000000 Penalty: 3503.086426
	Iteration 13Q: 3 clusters Score -6070126 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -6070360.000000 Penalty: 3503.086426
	Iteration 14Q: 3 clusters Score -6070360 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -6070507.500000 Penalty: 3503.086426
	Iteration 15Q: 3 clusters Score -6070508 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -6070549.500000 Penalty: 3503.086426
	Iteration 16Q: 3 clusters Score -6070550 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -6070566.000000 Penalty: 3503.086426
	Iteration 17Q: 3 clusters Score -6070566 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -6070571.500000 Penalty: 3503.086426
	Iteration 18Q: 3 clusters Score -6070572 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -6070574.000000 Penalty: 3503.086426
	Iteration 19Q: 3 clusters Score -6070574 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -6070587.000000 Penalty: 3503.086426
	Iteration 20F: 3 clusters Score -6070587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -6070599.000000 Penalty: 3503.086426
	Iteration 21Q: 3 clusters Score -6070599 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -6070594.000000 Penalty: 3503.086426
	Iteration 22Q: 3 clusters Score -6070594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -6070613.000000 Penalty: 3503.086426
	Iteration 23Q: 3 clusters Score -6070613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -6070608.500000 Penalty: 3503.086426
	Iteration 24Q: 3 clusters Score -6070608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -6070612.500000 Penalty: 3503.086426
	Iteration 25Q: 3 clusters Score -6070612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -6070598.500000 Penalty: 3503.086426
	Iteration 26Q: 3 clusters Score -6070598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -6070606.000000 Penalty: 3503.086426
	Iteration 27Q: 3 clusters Score -6070606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -6070612.000000 Penalty: 3503.086426
	Iteration 28Q: 3 clusters Score -6070612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -6070607.500000 Penalty: 3503.086426
	Iteration 29Q: 3 clusters Score -6070608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -6070608.500000 Penalty: 3503.086426
	Iteration 30Q: 3 clusters Score -6070608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -6070610.500000 Penalty: 3503.086426
	Iteration 31Q: 3 clusters Score -6070610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -6070615.000000 Penalty: 3503.086426
	Iteration 32Q: 3 clusters Score -6070615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -6070615.000000 Penalty: 3503.086426
	Iteration 33Q: 3 clusters Score -6070615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -6070610.500000 Penalty: 3503.086426
	Iteration 34Q: 3 clusters Score -6070610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -6070605.500000 Penalty: 3503.086426
	Iteration 35Q: 3 clusters Score -6070606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -6070611.000000 Penalty: 3503.086426
	Iteration 36Q: 3 clusters Score -6070611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -6070608.000000 Penalty: 3503.086426
	Iteration 37Q: 3 clusters Score -6070608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -6070605.500000 Penalty: 3503.086426
	Iteration 38Q: 3 clusters Score -6070606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -6070603.000000 Penalty: 3503.086426
	Iteration 39Q: 3 clusters Score -6070603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -6070606.000000 Penalty: 3503.086426
	Iteration 40F: 3 clusters Score -6070606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -6070603.500000 Penalty: 3503.086426
	Iteration 41Q: 3 clusters Score -6070604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -6070600.500000 Penalty: 3503.086426
	Iteration 42Q: 3 clusters Score -6070600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -6070600.500000 Penalty: 3503.086426
	Iteration 43F: 3 clusters Score -6070600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Entering Unmasked Estep 
Score: -704831.750000 Penalty: 1403.587524
	Iteration 0F: 2 clusters Score -704831.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -700460.875000 Penalty: 2807.175049
	Iteration 0F: 3 clusters Score -700460.9 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -701790.125000 Penalty: 2807.175049
	Iteration 1F: 3 clusters Score -701790.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -702045.875000 Penalty: 2807.175049
	Iteration 2F: 3 clusters Score -702045.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -702256.125000 Penalty: 2807.175049
	Iteration 3F: 3 clusters Score -702256.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -702431.937500 Penalty: 2807.175049
	Iteration 4F: 3 clusters Score -702431.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -702583.000000 Penalty: 2807.175049
	Iteration 5Q: 3 clusters Score -702583 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -702704.437500 Penalty: 2807.175049
	Iteration 6Q: 3 clusters Score -702704.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -702811.500000 Penalty: 2807.175049
	Iteration 7Q: 3 clusters Score -702811.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -702894.812500 Penalty: 2807.175049
	Iteration 8Q: 3 clusters Score -702894.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -702966.750000 Penalty: 2807.175049
	Iteration 9Q: 3 clusters Score -702966.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -703017.500000 Penalty: 2807.175049
	Iteration 10Q: 3 clusters Score -703017.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -703053.312500 Penalty: 2807.175049
	Iteration 11Q: 3 clusters Score -703053.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -703079.437500 Penalty: 2807.175049
	Iteration 12Q: 3 clusters Score -703079.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -703101.312500 Penalty: 2807.175049
	Iteration 13Q: 3 clusters Score -703101.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -703111.812500 Penalty: 2807.175049
	Iteration 14Q: 3 clusters Score -703111.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -703118.625000 Penalty: 2807.175049
	Iteration 15Q: 3 clusters Score -703118.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -703127.937500 Penalty: 2807.175049
	Iteration 16Q: 3 clusters Score -703127.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -703133.562500 Penalty: 2807.175049
	Iteration 17Q: 3 clusters Score -703133.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -703137.187500 Penalty: 2807.175049
	Iteration 18Q: 3 clusters Score -703137.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -703139.187500 Penalty: 2807.175049
	Iteration 19Q: 3 clusters Score -703139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -703139.500000 Penalty: 2807.175049
	Iteration 20F: 3 clusters Score -703139.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -703142.437500 Penalty: 2807.175049
	Iteration 21Q: 3 clusters Score -703142.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -703142.125000 Penalty: 2807.175049
	Iteration 22Q: 3 clusters Score -703142.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -703144.562500 Penalty: 2807.175049
	Iteration 23Q: 3 clusters Score -703144.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -703145.812500 Penalty: 2807.175049
	Iteration 24Q: 3 clusters Score -703145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -703147.812500 Penalty: 2807.175049
	Iteration 25Q: 3 clusters Score -703147.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -703146.562500 Penalty: 2807.175049
	Iteration 26Q: 3 clusters Score -703146.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -703147.375000 Penalty: 2807.175049
	Iteration 27Q: 3 clusters Score -703147.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -703149.437500 Penalty: 2807.175049
	Iteration 28Q: 3 clusters Score -703149.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -703151.062500 Penalty: 2807.175049
	Iteration 29Q: 3 clusters Score -703151.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -703152.187500 Penalty: 2807.175049
	Iteration 30Q: 3 clusters Score -703152.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -703150.500000 Penalty: 2807.175049
	Iteration 31Q: 3 clusters Score -703150.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -703152.187500 Penalty: 2807.175049
	Iteration 32Q: 3 clusters Score -703152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -703153.500000 Penalty: 2807.175049
	Iteration 33Q: 3 clusters Score -703153.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -703154.500000 Penalty: 2807.175049
	Iteration 34Q: 3 clusters Score -703154.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -703156.437500 Penalty: 2807.175049
	Iteration 35Q: 3 clusters Score -703156.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -703156.437500 Penalty: 2807.175049
	Iteration 36F: 3 clusters Score -703156.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -18422.726562 Penalty: 853.494446
	Iteration 0F: 2 clusters Score -18422.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17896.972656 Penalty: 1706.988892
	Iteration 0F: 3 clusters Score -17896.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18003.263672 Penalty: 1706.988892
	Iteration 1F: 3 clusters Score -18003.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18043.878906 Penalty: 1706.988892
	Iteration 2F: 3 clusters Score -18043.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18063.115234 Penalty: 1706.988892
	Iteration 3Q: 3 clusters Score -18063.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18074.171875 Penalty: 1706.988892
	Iteration 4Q: 3 clusters Score -18074.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18077.027344 Penalty: 1706.988892
	Iteration 5Q: 3 clusters Score -18077.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18077.027344 Penalty: 1706.988892
	Iteration 6F: 3 clusters Score -18077.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -692652.250000 Penalty: 1398.583618
	Iteration 0F: 2 clusters Score -692652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -688442.312500 Penalty: 2797.167236
	Iteration 0F: 3 clusters Score -688442.3 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -689821.750000 Penalty: 2797.167236
	Iteration 1F: 3 clusters Score -689821.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -690246.187500 Penalty: 2797.167236
	Iteration 2F: 3 clusters Score -690246.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -690556.062500 Penalty: 2797.167236
	Iteration 3F: 3 clusters Score -690556.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -690782.750000 Penalty: 2797.167236
	Iteration 4F: 3 clusters Score -690782.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -690970.187500 Penalty: 2797.167236
	Iteration 5F: 3 clusters Score -690970.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -691159.500000 Penalty: 2797.167236
	Iteration 6Q: 3 clusters Score -691159.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -691353.375000 Penalty: 2797.167236
	Iteration 7Q: 3 clusters Score -691353.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -691505.500000 Penalty: 2797.167236
	Iteration 8Q: 3 clusters Score -691505.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -691613.437500 Penalty: 2797.167236
	Iteration 9Q: 3 clusters Score -691613.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -691691.750000 Penalty: 2797.167236
	Iteration 10Q: 3 clusters Score -691691.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -691752.625000 Penalty: 2797.167236
	Iteration 11Q: 3 clusters Score -691752.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -691804.375000 Penalty: 2797.167236
	Iteration 12Q: 3 clusters Score -691804.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -691839.375000 Penalty: 2797.167236
	Iteration 13Q: 3 clusters Score -691839.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -691872.187500 Penalty: 2797.167236
	Iteration 14Q: 3 clusters Score -691872.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -691899.812500 Penalty: 2797.167236
	Iteration 15Q: 3 clusters Score -691899.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -691923.750000 Penalty: 2797.167236
	Iteration 16Q: 3 clusters Score -691923.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -691947.500000 Penalty: 2797.167236
	Iteration 17Q: 3 clusters Score -691947.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -691972.687500 Penalty: 2797.167236
	Iteration 18Q: 3 clusters Score -691972.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -691985.250000 Penalty: 2797.167236
	Iteration 19Q: 3 clusters Score -691985.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -691990.937500 Penalty: 2797.167236
	Iteration 20F: 3 clusters Score -691990.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -691993.687500 Penalty: 2797.167236
	Iteration 21Q: 3 clusters Score -691993.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -691998.687500 Penalty: 2797.167236
	Iteration 22Q: 3 clusters Score -691998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -692002.500000 Penalty: 2797.167236
	Iteration 23Q: 3 clusters Score -692002.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -692006.125000 Penalty: 2797.167236
	Iteration 24Q: 3 clusters Score -692006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -692008.750000 Penalty: 2797.167236
	Iteration 25Q: 3 clusters Score -692008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -692008.625000 Penalty: 2797.167236
	Iteration 26Q: 3 clusters Score -692008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -692012.250000 Penalty: 2797.167236
	Iteration 27Q: 3 clusters Score -692012.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -692016.687500 Penalty: 2797.167236
	Iteration 28Q: 3 clusters Score -692016.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -692024.812500 Penalty: 2797.167236
	Iteration 29Q: 3 clusters Score -692024.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -692032.687500 Penalty: 2797.167236
	Iteration 30Q: 3 clusters Score -692032.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -692036.312500 Penalty: 2797.167236
	Iteration 31Q: 3 clusters Score -692036.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -692047.250000 Penalty: 2797.167236
	Iteration 32Q: 3 clusters Score -692047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -692052.125000 Penalty: 2797.167236
	Iteration 33Q: 3 clusters Score -692052.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -692055.750000 Penalty: 2797.167236
	Iteration 34Q: 3 clusters Score -692055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -692055.625000 Penalty: 2797.167236
	Iteration 35Q: 3 clusters Score -692055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -692056.750000 Penalty: 2797.167236
	Iteration 36Q: 3 clusters Score -692056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -692056.750000 Penalty: 2797.167236
	Iteration 37F: 3 clusters Score -692056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Entering Unmasked Estep 
Score: -2167304.250000 Penalty: 1583.546509
	Iteration 0F: 2 clusters Score -2167304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2155594.750000 Penalty: 3167.093018
	Iteration 0F: 3 clusters Score -2155595 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2159721.250000 Penalty: 3167.093018
	Iteration 1F: 3 clusters Score -2159721 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2159986.750000 Penalty: 3167.093018
	Iteration 2Q: 3 clusters Score -2159987 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2160211.250000 Penalty: 3167.093018
	Iteration 3Q: 3 clusters Score -2160211 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2160419.250000 Penalty: 3167.093018
	Iteration 4Q: 3 clusters Score -2160419 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2160624.500000 Penalty: 3167.093018
	Iteration 5Q: 3 clusters Score -2160624 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2160870.750000 Penalty: 3167.093018
	Iteration 6Q: 3 clusters Score -2160871 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2161274.000000 Penalty: 3167.093018
	Iteration 7Q: 3 clusters Score -2161274 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2161856.750000 Penalty: 3167.093018
	Iteration 8F: 3 clusters Score -2161857 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2162597.000000 Penalty: 3167.093018
	Iteration 9F: 3 clusters Score -2162597 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2163419.250000 Penalty: 3167.093018
	Iteration 10F: 3 clusters Score -2163419 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2164203.750000 Penalty: 3167.093018
	Iteration 11F: 3 clusters Score -2164204 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2164812.500000 Penalty: 3167.093018
	Iteration 12Q: 3 clusters Score -2164812 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2165248.500000 Penalty: 3167.093018
	Iteration 13Q: 3 clusters Score -2165248 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2165537.250000 Penalty: 3167.093018
	Iteration 14Q: 3 clusters Score -2165537 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2165695.250000 Penalty: 3167.093018
	Iteration 15Q: 3 clusters Score -2165695 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2165783.000000 Penalty: 3167.093018
	Iteration 16Q: 3 clusters Score -2165783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2165852.250000 Penalty: 3167.093018
	Iteration 17Q: 3 clusters Score -2165852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2165890.000000 Penalty: 3167.093018
	Iteration 18Q: 3 clusters Score -2165890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2165910.500000 Penalty: 3167.093018
	Iteration 19Q: 3 clusters Score -2165910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2165920.250000 Penalty: 3167.093018
	Iteration 20F: 3 clusters Score -2165920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2165930.750000 Penalty: 3167.093018
	Iteration 21Q: 3 clusters Score -2165931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2165941.250000 Penalty: 3167.093018
	Iteration 22Q: 3 clusters Score -2165941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2165947.750000 Penalty: 3167.093018
	Iteration 23Q: 3 clusters Score -2165948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2165948.750000 Penalty: 3167.093018
	Iteration 24Q: 3 clusters Score -2165949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2165948.750000 Penalty: 3167.093018
	Iteration 25F: 3 clusters Score -2165949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -300016.906250 Penalty: 1271.147339
	Iteration 0F: 2 clusters Score -300016.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -297629.093750 Penalty: 2542.294678
	Iteration 0F: 3 clusters Score -297629.1 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298216.812500 Penalty: 2542.294678
	Iteration 1F: 3 clusters Score -298216.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -298354.750000 Penalty: 2542.294678
	Iteration 2F: 3 clusters Score -298354.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -298450.656250 Penalty: 2542.294678
	Iteration 3F: 3 clusters Score -298450.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -298544.625000 Penalty: 2542.294678
	Iteration 4Q: 3 clusters Score -298544.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -298614.937500 Penalty: 2542.294678
	Iteration 5Q: 3 clusters Score -298614.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -298697.250000 Penalty: 2542.294678
	Iteration 6Q: 3 clusters Score -298697.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -298796.781250 Penalty: 2542.294678
	Iteration 7Q: 3 clusters Score -298796.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -298905.687500 Penalty: 2542.294678
	Iteration 8Q: 3 clusters Score -298905.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -299003.750000 Penalty: 2542.294678
	Iteration 9Q: 3 clusters Score -299003.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -299076.500000 Penalty: 2542.294678
	Iteration 10Q: 3 clusters Score -299076.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -299121.875000 Penalty: 2542.294678
	Iteration 11Q: 3 clusters Score -299121.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -299152.343750 Penalty: 2542.294678
	Iteration 12Q: 3 clusters Score -299152.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -299172.906250 Penalty: 2542.294678
	Iteration 13Q: 3 clusters Score -299172.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -299195.406250 Penalty: 2542.294678
	Iteration 14Q: 3 clusters Score -299195.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -299212.781250 Penalty: 2542.294678
	Iteration 15Q: 3 clusters Score -299212.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -299225.781250 Penalty: 2542.294678
	Iteration 16Q: 3 clusters Score -299225.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -299239.562500 Penalty: 2542.294678
	Iteration 17Q: 3 clusters Score -299239.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -299256.343750 Penalty: 2542.294678
	Iteration 18Q: 3 clusters Score -299256.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -299265.000000 Penalty: 2542.294678
	Iteration 19Q: 3 clusters Score -299265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -299270.781250 Penalty: 2542.294678
	Iteration 20F: 3 clusters Score -299270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -299276.125000 Penalty: 2542.294678
	Iteration 21Q: 3 clusters Score -299276.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -299282.718750 Penalty: 2542.294678
	Iteration 22Q: 3 clusters Score -299282.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -299285.312500 Penalty: 2542.294678
	Iteration 23Q: 3 clusters Score -299285.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -299287.312500 Penalty: 2542.294678
	Iteration 24Q: 3 clusters Score -299287.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -299287.531250 Penalty: 2542.294678
	Iteration 25Q: 3 clusters Score -299287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -299288.218750 Penalty: 2542.294678
	Iteration 26Q: 3 clusters Score -299288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -299288.218750 Penalty: 2542.294678
	Iteration 27F: 3 clusters Score -299288.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39875.734375 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -39875.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39006.824219 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -39006.82 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39187.671875 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -39187.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39237.996094 Penalty: 1913.885254
	Iteration 2F: 3 clusters Score -39238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39249.371094 Penalty: 1913.885254
	Iteration 3Q: 3 clusters Score -39249.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39262.914062 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -39262.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39276.480469 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -39276.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39282.878906 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -39282.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39282.878906 Penalty: 1913.885254
	Iteration 7F: 3 clusters Score -39282.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Entering Unmasked Estep 
Score: -375011.218750 Penalty: 1321.993896
	Iteration 0F: 2 clusters Score -375011.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -372070.687500 Penalty: 2643.987793
	Iteration 0F: 3 clusters Score -372070.7 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -372905.718750 Penalty: 2643.987793
	Iteration 1F: 3 clusters Score -372905.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -373159.843750 Penalty: 2643.987793
	Iteration 2F: 3 clusters Score -373159.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -373383.531250 Penalty: 2643.987793
	Iteration 3F: 3 clusters Score -373383.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -373574.343750 Penalty: 2643.987793
	Iteration 4F: 3 clusters Score -373574.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -373749.468750 Penalty: 2643.987793
	Iteration 5F: 3 clusters Score -373749.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -373935.687500 Penalty: 2643.987793
	Iteration 6F: 3 clusters Score -373935.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -374105.843750 Penalty: 2643.987793
	Iteration 7F: 3 clusters Score -374105.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -374234.687500 Penalty: 2643.987793
	Iteration 8Q: 3 clusters Score -374234.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -374349.656250 Penalty: 2643.987793
	Iteration 9Q: 3 clusters Score -374349.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -374435.968750 Penalty: 2643.987793
	Iteration 10Q: 3 clusters Score -374436 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -374505.218750 Penalty: 2643.987793
	Iteration 11Q: 3 clusters Score -374505.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -374552.437500 Penalty: 2643.987793
	Iteration 12Q: 3 clusters Score -374552.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -374578.187500 Penalty: 2643.987793
	Iteration 13Q: 3 clusters Score -374578.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -374605.906250 Penalty: 2643.987793
	Iteration 14Q: 3 clusters Score -374605.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -374633.031250 Penalty: 2643.987793
	Iteration 15Q: 3 clusters Score -374633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -374651.468750 Penalty: 2643.987793
	Iteration 16Q: 3 clusters Score -374651.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -374666.812500 Penalty: 2643.987793
	Iteration 17Q: 3 clusters Score -374666.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -374675.906250 Penalty: 2643.987793
	Iteration 18Q: 3 clusters Score -374675.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -374681.250000 Penalty: 2643.987793
	Iteration 19Q: 3 clusters Score -374681.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -374688.125000 Penalty: 2643.987793
	Iteration 20F: 3 clusters Score -374688.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -374690.250000 Penalty: 2643.987793
	Iteration 21Q: 3 clusters Score -374690.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -374693.250000 Penalty: 2643.987793
	Iteration 22Q: 3 clusters Score -374693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -374694.812500 Penalty: 2643.987793
	Iteration 23Q: 3 clusters Score -374694.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -374695.093750 Penalty: 2643.987793
	Iteration 24Q: 3 clusters Score -374695.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -374695.093750 Penalty: 2643.987793
	Iteration 25F: 3 clusters Score -374695.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Entering Unmasked Estep 
Score: -547775.312500 Penalty: 1355.788818
	Iteration 0F: 2 clusters Score -547775.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -544309.500000 Penalty: 2711.577637
	Iteration 0F: 3 clusters Score -544309.5 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -545210.312500 Penalty: 2711.577637
	Iteration 1F: 3 clusters Score -545210.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -545413.625000 Penalty: 2711.577637
	Iteration 2F: 3 clusters Score -545413.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -545552.250000 Penalty: 2711.577637
	Iteration 3F: 3 clusters Score -545552.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -545634.375000 Penalty: 2711.577637
	Iteration 4Q: 3 clusters Score -545634.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -545705.812500 Penalty: 2711.577637
	Iteration 5Q: 3 clusters Score -545705.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -545768.687500 Penalty: 2711.577637
	Iteration 6Q: 3 clusters Score -545768.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -545827.062500 Penalty: 2711.577637
	Iteration 7Q: 3 clusters Score -545827.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -545875.062500 Penalty: 2711.577637
	Iteration 8Q: 3 clusters Score -545875.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -545926.437500 Penalty: 2711.577637
	Iteration 9Q: 3 clusters Score -545926.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -545980.375000 Penalty: 2711.577637
	Iteration 10Q: 3 clusters Score -545980.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -546025.375000 Penalty: 2711.577637
	Iteration 11Q: 3 clusters Score -546025.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -546065.187500 Penalty: 2711.577637
	Iteration 12Q: 3 clusters Score -546065.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -546104.312500 Penalty: 2711.577637
	Iteration 13Q: 3 clusters Score -546104.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -546147.562500 Penalty: 2711.577637
	Iteration 14Q: 3 clusters Score -546147.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -546186.437500 Penalty: 2711.577637
	Iteration 15Q: 3 clusters Score -546186.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -546216.187500 Penalty: 2711.577637
	Iteration 16Q: 3 clusters Score -546216.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -546246.500000 Penalty: 2711.577637
	Iteration 17Q: 3 clusters Score -546246.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -546276.562500 Penalty: 2711.577637
	Iteration 18Q: 3 clusters Score -546276.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -546298.062500 Penalty: 2711.577637
	Iteration 19Q: 3 clusters Score -546298.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -546320.437500 Penalty: 2711.577637
	Iteration 20F: 3 clusters Score -546320.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -546350.687500 Penalty: 2711.577637
	Iteration 21Q: 3 clusters Score -546350.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -546381.500000 Penalty: 2711.577637
	Iteration 22Q: 3 clusters Score -546381.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -546402.812500 Penalty: 2711.577637
	Iteration 23Q: 3 clusters Score -546402.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -546423.625000 Penalty: 2711.577637
	Iteration 24Q: 3 clusters Score -546423.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -546447.687500 Penalty: 2711.577637
	Iteration 25Q: 3 clusters Score -546447.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -546467.125000 Penalty: 2711.577637
	Iteration 26Q: 3 clusters Score -546467.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -546492.187500 Penalty: 2711.577637
	Iteration 27Q: 3 clusters Score -546492.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -546513.562500 Penalty: 2711.577637
	Iteration 28Q: 3 clusters Score -546513.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -546527.312500 Penalty: 2711.577637
	Iteration 29Q: 3 clusters Score -546527.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -546535.625000 Penalty: 2711.577637
	Iteration 30Q: 3 clusters Score -546535.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -546541.187500 Penalty: 2711.577637
	Iteration 31Q: 3 clusters Score -546541.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -546548.375000 Penalty: 2711.577637
	Iteration 32Q: 3 clusters Score -546548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -546550.625000 Penalty: 2711.577637
	Iteration 33Q: 3 clusters Score -546550.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -546552.812500 Penalty: 2711.577637
	Iteration 34Q: 3 clusters Score -546552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -546556.437500 Penalty: 2711.577637
	Iteration 35Q: 3 clusters Score -546556.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -546558.125000 Penalty: 2711.577637
	Iteration 36Q: 3 clusters Score -546558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -546559.062500 Penalty: 2711.577637
	Iteration 37Q: 3 clusters Score -546559.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -546559.062500 Penalty: 2711.577637
	Iteration 38F: 3 clusters Score -546559.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Entering Unmasked Estep 
Score: -419989.937500 Penalty: 1330.526611
	Iteration 0F: 2 clusters Score -419989.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -416921.937500 Penalty: 2661.053223
	Iteration 0F: 3 clusters Score -416921.9 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -417749.875000 Penalty: 2661.053223
	Iteration 1F: 3 clusters Score -417749.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -417968.250000 Penalty: 2661.053223
	Iteration 2F: 3 clusters Score -417968.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -418137.968750 Penalty: 2661.053223
	Iteration 3F: 3 clusters Score -418138 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -418265.062500 Penalty: 2661.053223
	Iteration 4Q: 3 clusters Score -418265.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -418366.937500 Penalty: 2661.053223
	Iteration 5Q: 3 clusters Score -418366.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -418446.562500 Penalty: 2661.053223
	Iteration 6Q: 3 clusters Score -418446.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -418513.000000 Penalty: 2661.053223
	Iteration 7Q: 3 clusters Score -418513 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -418560.281250 Penalty: 2661.053223
	Iteration 8Q: 3 clusters Score -418560.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -418591.687500 Penalty: 2661.053223
	Iteration 9Q: 3 clusters Score -418591.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -418611.750000 Penalty: 2661.053223
	Iteration 10Q: 3 clusters Score -418611.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -418627.718750 Penalty: 2661.053223
	Iteration 11Q: 3 clusters Score -418627.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -418640.687500 Penalty: 2661.053223
	Iteration 12Q: 3 clusters Score -418640.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -418649.500000 Penalty: 2661.053223
	Iteration 13Q: 3 clusters Score -418649.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -418663.156250 Penalty: 2661.053223
	Iteration 14Q: 3 clusters Score -418663.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -418675.562500 Penalty: 2661.053223
	Iteration 15Q: 3 clusters Score -418675.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -418689.468750 Penalty: 2661.053223
	Iteration 16Q: 3 clusters Score -418689.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -418704.625000 Penalty: 2661.053223
	Iteration 17Q: 3 clusters Score -418704.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -418717.875000 Penalty: 2661.053223
	Iteration 18Q: 3 clusters Score -418717.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -418730.812500 Penalty: 2661.053223
	Iteration 19Q: 3 clusters Score -418730.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -418742.031250 Penalty: 2661.053223
	Iteration 20F: 3 clusters Score -418742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -418752.875000 Penalty: 2661.053223
	Iteration 21Q: 3 clusters Score -418752.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -418764.656250 Penalty: 2661.053223
	Iteration 22Q: 3 clusters Score -418764.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -418774.125000 Penalty: 2661.053223
	Iteration 23Q: 3 clusters Score -418774.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -418784.156250 Penalty: 2661.053223
	Iteration 24Q: 3 clusters Score -418784.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -418799.968750 Penalty: 2661.053223
	Iteration 25Q: 3 clusters Score -418800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -418811.375000 Penalty: 2661.053223
	Iteration 26Q: 3 clusters Score -418811.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -418821.312500 Penalty: 2661.053223
	Iteration 27Q: 3 clusters Score -418821.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -418828.281250 Penalty: 2661.053223
	Iteration 28Q: 3 clusters Score -418828.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -418836.468750 Penalty: 2661.053223
	Iteration 29Q: 3 clusters Score -418836.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -418843.531250 Penalty: 2661.053223
	Iteration 30Q: 3 clusters Score -418843.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -418851.812500 Penalty: 2661.053223
	Iteration 31Q: 3 clusters Score -418851.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -418857.468750 Penalty: 2661.053223
	Iteration 32Q: 3 clusters Score -418857.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -418861.000000 Penalty: 2661.053223
	Iteration 33Q: 3 clusters Score -418861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -418864.812500 Penalty: 2661.053223
	Iteration 34Q: 3 clusters Score -418864.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -418867.593750 Penalty: 2661.053223
	Iteration 35Q: 3 clusters Score -418867.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -418868.937500 Penalty: 2661.053223
	Iteration 36Q: 3 clusters Score -418868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -418869.937500 Penalty: 2661.053223
	Iteration 37Q: 3 clusters Score -418869.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -418872.906250 Penalty: 2661.053223
	Iteration 38Q: 3 clusters Score -418872.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -418873.375000 Penalty: 2661.053223
	Iteration 39Q: 3 clusters Score -418873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -418873.656250 Penalty: 2661.053223
	Iteration 40F: 3 clusters Score -418873.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -418875.937500 Penalty: 2661.053223
	Iteration 41Q: 3 clusters Score -418875.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -418877.437500 Penalty: 2661.053223
	Iteration 42Q: 3 clusters Score -418877.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -418880.406250 Penalty: 2661.053223
	Iteration 43Q: 3 clusters Score -418880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -418883.250000 Penalty: 2661.053223
	Iteration 44Q: 3 clusters Score -418883.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -418886.468750 Penalty: 2661.053223
	Iteration 45Q: 3 clusters Score -418886.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -418889.968750 Penalty: 2661.053223
	Iteration 46Q: 3 clusters Score -418890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -418892.812500 Penalty: 2661.053223
	Iteration 47Q: 3 clusters Score -418892.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -418900.406250 Penalty: 2661.053223
	Iteration 48Q: 3 clusters Score -418900.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -418904.312500 Penalty: 2661.053223
	Iteration 49Q: 3 clusters Score -418904.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -418908.281250 Penalty: 2661.053223
	Iteration 50Q: 3 clusters Score -418908.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -418912.718750 Penalty: 2661.053223
	Iteration 51Q: 3 clusters Score -418912.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -418916.531250 Penalty: 2661.053223
	Iteration 52Q: 3 clusters Score -418916.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -418921.093750 Penalty: 2661.053223
	Iteration 53Q: 3 clusters Score -418921.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -418925.812500 Penalty: 2661.053223
	Iteration 54Q: 3 clusters Score -418925.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -418927.625000 Penalty: 2661.053223
	Iteration 55Q: 3 clusters Score -418927.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -418929.031250 Penalty: 2661.053223
	Iteration 56Q: 3 clusters Score -418929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -418929.375000 Penalty: 2661.053223
	Iteration 57Q: 3 clusters Score -418929.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -418929.375000 Penalty: 2661.053223
	Iteration 58F: 3 clusters Score -418929.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -7429.702637 Penalty: 781.979980
	Iteration 0F: 2 clusters Score -7429.703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7047.392578 Penalty: 1563.959961
	Iteration 0F: 3 clusters Score -7047.393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7095.289062 Penalty: 1563.959961
	Iteration 1F: 3 clusters Score -7095.289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7105.516602 Penalty: 1563.959961
	Iteration 2Q: 3 clusters Score -7105.517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7109.719238 Penalty: 1563.959961
	Iteration 3Q: 3 clusters Score -7109.719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7117.241211 Penalty: 1563.959961
	Iteration 4Q: 3 clusters Score -7117.241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7123.534180 Penalty: 1563.959961
	Iteration 5Q: 3 clusters Score -7123.534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7123.534180 Penalty: 1563.959961
	Iteration 6F: 3 clusters Score -7123.534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Entering Unmasked Estep 
Score: -1865254.250000 Penalty: 1556.160278
	Iteration 0F: 2 clusters Score -1865254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1855308.250000 Penalty: 3112.320557
	Iteration 0F: 3 clusters Score -1855308 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1858618.625000 Penalty: 3112.320557
	Iteration 1F: 3 clusters Score -1858619 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1858892.000000 Penalty: 3112.320557
	Iteration 2F: 3 clusters Score -1858892 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1859156.875000 Penalty: 3112.320557
	Iteration 3Q: 3 clusters Score -1859157 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1859430.875000 Penalty: 3112.320557
	Iteration 4Q: 3 clusters Score -1859431 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1859777.875000 Penalty: 3112.320557
	Iteration 5Q: 3 clusters Score -1859778 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1860285.375000 Penalty: 3112.320557
	Iteration 6F: 3 clusters Score -1860285 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1860908.500000 Penalty: 3112.320557
	Iteration 7F: 3 clusters Score -1860908 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1861653.125000 Penalty: 3112.320557
	Iteration 8F: 3 clusters Score -1861653 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1862432.625000 Penalty: 3112.320557
	Iteration 9F: 3 clusters Score -1862433 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1863075.375000 Penalty: 3112.320557
	Iteration 10Q: 3 clusters Score -1863075 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1863474.625000 Penalty: 3112.320557
	Iteration 11Q: 3 clusters Score -1863475 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1863661.000000 Penalty: 3112.320557
	Iteration 12Q: 3 clusters Score -1863661 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1863752.750000 Penalty: 3112.320557
	Iteration 13Q: 3 clusters Score -1863753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1863817.125000 Penalty: 3112.320557
	Iteration 14Q: 3 clusters Score -1863817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1863848.750000 Penalty: 3112.320557
	Iteration 15Q: 3 clusters Score -1863849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1863860.875000 Penalty: 3112.320557
	Iteration 16Q: 3 clusters Score -1863861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1863866.000000 Penalty: 3112.320557
	Iteration 17Q: 3 clusters Score -1863866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1863872.875000 Penalty: 3112.320557
	Iteration 18Q: 3 clusters Score -1863873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1863878.375000 Penalty: 3112.320557
	Iteration 19Q: 3 clusters Score -1863878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1863886.000000 Penalty: 3112.320557
	Iteration 20F: 3 clusters Score -1863886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1863890.625000 Penalty: 3112.320557
	Iteration 21Q: 3 clusters Score -1863891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1863893.250000 Penalty: 3112.320557
	Iteration 22Q: 3 clusters Score -1863893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1863893.250000 Penalty: 3112.320557
	Iteration 23F: 3 clusters Score -1863893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -14732.455078 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -14732.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14187.676758 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -14187.68 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -14546.285156 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -14546.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -14659.726562 Penalty: 1739.353882
	Iteration 2F: 3 clusters Score -14659.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -14773.727539 Penalty: 1739.353882
	Iteration 3Q: 3 clusters Score -14773.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -14773.727539 Penalty: 1739.353882
	Iteration 4F: 3 clusters Score -14773.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 129206 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 7748 members 
Mstep: Class 5 contains 91042 members 
Mstep: Class 6 contains 7607 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 83195 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 48849 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 22220 members 
Mstep: Class 20 contains 35422 members 
Mstep: Class 21 contains 5279 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 47840 members 
Mstep: Class 24 contains 47989 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 3413 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 14420 members 
Mstep: Class 36 contains 153 members 
Mstep: Class 37 contains 123537 members 
Mstep: Class 38 contains 58 members 
Entering Unmasked Estep 
Score: -108943056.000000 Penalty: 84555.523438
Splitting cluster 36 changes total score from -108944360.000000 to -108943056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (123537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123537 members 
Entering Unmasked Estep 
Score: -15696675.000000 Penalty: 1905.197998
	Iteration 0F: 2 clusters Score -1.569668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -15616301.000000 Penalty: 3810.395996
	Iteration 0F: 3 clusters Score -1.56163e+07 nChanged 59743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -15651622.000000 Penalty: 3810.395996
	Iteration 1F: 3 clusters Score -1.565162e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 63617 members 
Entering Unmasked Estep 
Score: -15652796.000000 Penalty: 3810.395996
	Iteration 2Q: 3 clusters Score -1.56528e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -15654195.000000 Penalty: 3810.395996
	Iteration 3Q: 3 clusters Score -1.56542e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -15656028.000000 Penalty: 3810.395996
	Iteration 4Q: 3 clusters Score -1.565603e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 70229 members 
Entering Unmasked Estep 
Score: -15658492.000000 Penalty: 3810.395996
	Iteration 5Q: 3 clusters Score -1.565849e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 74211 members 
Entering Unmasked Estep 
Score: -15661985.000000 Penalty: 3810.395996
	Iteration 6F: 3 clusters Score -1.566198e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 79013 members 
Entering Unmasked Estep 
Score: -15666308.000000 Penalty: 3810.395996
	Iteration 7F: 3 clusters Score -1.566631e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 84200 members 
Entering Unmasked Estep 
Score: -15671253.000000 Penalty: 3810.395996
	Iteration 8F: 3 clusters Score -1.567125e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -15675748.000000 Penalty: 3810.395996
	Iteration 9F: 3 clusters Score -1.567575e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 92990 members 
Entering Unmasked Estep 
Score: -15679078.000000 Penalty: 3810.395996
	Iteration 10Q: 3 clusters Score -1.567908e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 96392 members 
Entering Unmasked Estep 
Score: -15681485.000000 Penalty: 3810.395996
	Iteration 11Q: 3 clusters Score -1.568148e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 99471 members 
Entering Unmasked Estep 
Score: -15683160.000000 Penalty: 3810.395996
	Iteration 12Q: 3 clusters Score -1.568316e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 102216 members 
Entering Unmasked Estep 
Score: -15684578.000000 Penalty: 3810.395996
	Iteration 13Q: 3 clusters Score -1.568458e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 104716 members 
Entering Unmasked Estep 
Score: -15685721.000000 Penalty: 3810.395996
	Iteration 14Q: 3 clusters Score -1.568572e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 107094 members 
Entering Unmasked Estep 
Score: -15686836.000000 Penalty: 3810.395996
	Iteration 15Q: 3 clusters Score -1.568684e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 109418 members 
Entering Unmasked Estep 
Score: -15688086.000000 Penalty: 3810.395996
	Iteration 16Q: 3 clusters Score -1.568809e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 111581 members 
Entering Unmasked Estep 
Score: -15689747.000000 Penalty: 3810.395996
	Iteration 17Q: 3 clusters Score -1.568975e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 113738 members 
Entering Unmasked Estep 
Score: -15691328.000000 Penalty: 3810.395996
	Iteration 18Q: 3 clusters Score -1.569133e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 115703 members 
Entering Unmasked Estep 
Score: -15692436.000000 Penalty: 3810.395996
	Iteration 19Q: 3 clusters Score -1.569244e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 117451 members 
Entering Unmasked Estep 
Score: -15693314.000000 Penalty: 3810.395996
	Iteration 20F: 3 clusters Score -1.569331e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 118932 members 
Entering Unmasked Estep 
Score: -15693968.000000 Penalty: 3810.395996
	Iteration 21Q: 3 clusters Score -1.569397e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 120137 members 
Entering Unmasked Estep 
Score: -15694544.000000 Penalty: 3810.395996
	Iteration 22Q: 3 clusters Score -1.569454e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 121067 members 
Entering Unmasked Estep 
Score: -15694736.000000 Penalty: 3810.395996
	Iteration 23Q: 3 clusters Score -1.569474e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 121718 members 
Entering Unmasked Estep 
Score: -15694937.000000 Penalty: 3810.395996
	Iteration 24Q: 3 clusters Score -1.569494e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 122136 members 
Entering Unmasked Estep 
Score: -15695092.000000 Penalty: 3810.395996
	Iteration 25Q: 3 clusters Score -1.569509e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 122407 members 
Entering Unmasked Estep 
Score: -15695180.000000 Penalty: 3810.395996
	Iteration 26Q: 3 clusters Score -1.569518e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 122569 members 
Entering Unmasked Estep 
Score: -15695269.000000 Penalty: 3810.395996
	Iteration 27Q: 3 clusters Score -1.569527e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 122683 members 
Entering Unmasked Estep 
Score: -15695322.000000 Penalty: 3810.395996
	Iteration 28Q: 3 clusters Score -1.569532e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 122754 members 
Entering Unmasked Estep 
Score: -15695331.000000 Penalty: 3810.395996
	Iteration 29Q: 3 clusters Score -1.569533e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 122798 members 
Entering Unmasked Estep 
Score: -15695327.000000 Penalty: 3810.395996
	Iteration 30Q: 3 clusters Score -1.569533e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 122827 members 
Entering Unmasked Estep 
Score: -15695344.000000 Penalty: 3810.395996
	Iteration 31Q: 3 clusters Score -1.569534e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 122855 members 
Entering Unmasked Estep 
Score: -15695358.000000 Penalty: 3810.395996
	Iteration 32Q: 3 clusters Score -1.569536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 122872 members 
Entering Unmasked Estep 
Score: -15695364.000000 Penalty: 3810.395996
	Iteration 33Q: 3 clusters Score -1.569536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 122881 members 
Entering Unmasked Estep 
Score: -15695355.000000 Penalty: 3810.395996
	Iteration 34Q: 3 clusters Score -1.569536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 122892 members 
Entering Unmasked Estep 
Score: -15695351.000000 Penalty: 3810.395996
	Iteration 35Q: 3 clusters Score -1.569535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 122897 members 
Entering Unmasked Estep 
Score: -15695358.000000 Penalty: 3810.395996
	Iteration 36Q: 3 clusters Score -1.569536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 122899 members 
Entering Unmasked Estep 
Score: -15695355.000000 Penalty: 3810.395996
	Iteration 37Q: 3 clusters Score -1.569536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 122899 members 
Entering Unmasked Estep 
Score: -15695349.000000 Penalty: 3810.395996
	Iteration 38Q: 3 clusters Score -1.569535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 122898 members 
Entering Unmasked Estep 
Score: -15695346.000000 Penalty: 3810.395996
	Iteration 39Q: 3 clusters Score -1.569535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 122902 members 
Entering Unmasked Estep 
Score: -15695345.000000 Penalty: 3810.395996
	Iteration 40F: 3 clusters Score -1.569534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 122904 members 
Entering Unmasked Estep 
Score: -15695359.000000 Penalty: 3810.395996
	Iteration 41Q: 3 clusters Score -1.569536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 122904 members 
Entering Unmasked Estep 
Score: -15695359.000000 Penalty: 3810.395996
	Iteration 42F: 3 clusters Score -1.569536e+07 nChanged 0
23->38 Clusters: Score -108944360.000000, best is -108959680.000000

Starting from 24 clusters...
--- Clustering full data set of 884875 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 38474 members 
Mstep: Class 3 contains 38311 members 
Mstep: Class 4 contains 38434 members 
Mstep: Class 5 contains 38235 members 
Mstep: Class 6 contains 38218 members 
Mstep: Class 7 contains 38640 members 
Mstep: Class 8 contains 38492 members 
Mstep: Class 9 contains 38147 members 
Mstep: Class 10 contains 38916 members 
Mstep: Class 11 contains 38743 members 
Mstep: Class 12 contains 38602 members 
Mstep: Class 13 contains 38683 members 
Mstep: Class 14 contains 38412 members 
Mstep: Class 15 contains 38439 members 
Mstep: Class 16 contains 38151 members 
Mstep: Class 17 contains 38691 members 
Mstep: Class 18 contains 38283 members 
Mstep: Class 19 contains 38301 members 
Mstep: Class 20 contains 38424 members 
Mstep: Class 21 contains 38216 members 
Mstep: Class 22 contains 38518 members 
Mstep: Class 23 contains 38546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105048336.000000 Penalty: 51178.343750
Iteration 0F: 24 clusters Score -1.050483e+08 nChanged 846122
Entering Unmasked Mstep 
Mstep: Class 0 contains 785 members 
Mstep: Class 1 contains 353514 members 
Mstep: Class 2 contains 31281 members 
Mstep: Class 3 contains 7707 members 
Mstep: Class 4 contains 47475 members 
Mstep: Class 5 contains 22075 members 
Mstep: Class 6 contains 15829 members 
Mstep: Class 7 contains 40680 members 
Mstep: Class 8 contains 12972 members 
Mstep: Class 9 contains 40404 members 
Mstep: Class 10 contains 18718 members 
Mstep: Class 11 contains 28427 members 
Mstep: Class 12 contains 2888 members 
Mstep: Class 13 contains 23772 members 
Mstep: Class 14 contains 5935 members 
Mstep: Class 15 contains 30092 members 
Mstep: Class 16 contains 88372 members 
Mstep: Class 17 contains 22666 members 
Mstep: Class 18 contains 14598 members 
Mstep: Class 19 contains 15396 members 
Mstep: Class 20 contains 12355 members 
Mstep: Class 21 contains 11162 members 
Mstep: Class 22 contains 17920 members 
Mstep: Class 23 contains 19852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106962864.000000 Penalty: 51178.343750
Iteration 1F: 24 clusters Score -1.069629e+08 nChanged 308807
Entering Unmasked Mstep 
Mstep: Class 0 contains 685 members 
Mstep: Class 1 contains 317760 members 
Mstep: Class 2 contains 28430 members 
Mstep: Class 3 contains 4275 members 
Mstep: Class 4 contains 48922 members 
Mstep: Class 5 contains 19534 members 
Mstep: Class 6 contains 14616 members 
Mstep: Class 7 contains 38463 members 
Mstep: Class 8 contains 9622 members 
Mstep: Class 9 contains 41853 members 
Mstep: Class 10 contains 12808 members 
Mstep: Class 11 contains 28781 members 
Mstep: Class 12 contains 5862 members 
Mstep: Class 13 contains 22276 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 25580 members 
Mstep: Class 16 contains 146387 members 
Mstep: Class 17 contains 24665 members 
Mstep: Class 18 contains 11810 members 
Mstep: Class 19 contains 10066 members 
Mstep: Class 20 contains 12947 members 
Mstep: Class 21 contains 12813 members 
Mstep: Class 22 contains 16937 members 
Mstep: Class 23 contains 25667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1951.791504 but Gain 2225.148438
Score: -107510304.000000 Penalty: 48953.195312
Iteration 2F: 23 clusters Score -1.075103e+08 nChanged 237362
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 241291 members 
Mstep: Class 2 contains 26780 members 
Mstep: Class 4 contains 50018 members 
Mstep: Class 5 contains 16871 members 
Mstep: Class 6 contains 18204 members 
Mstep: Class 7 contains 37786 members 
Mstep: Class 8 contains 8908 members 
Mstep: Class 9 contains 44741 members 
Mstep: Class 10 contains 7933 members 
Mstep: Class 11 contains 29533 members 
Mstep: Class 12 contains 7264 members 
Mstep: Class 13 contains 20335 members 
Mstep: Class 14 contains 3425 members 
Mstep: Class 15 contains 28986 members 
Mstep: Class 16 contains 211734 members 
Mstep: Class 17 contains 29342 members 
Mstep: Class 18 contains 12722 members 
Mstep: Class 19 contains 9598 members 
Mstep: Class 20 contains 13841 members 
Mstep: Class 21 contains 12419 members 
Mstep: Class 22 contains 16031 members 
Mstep: Class 23 contains 36530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -107820712.000000 Penalty: 48953.195312
Iteration 3F: 23 clusters Score -1.078207e+08 nChanged 195565
Entering Unmasked Mstep 
Mstep: Class 0 contains 536 members 
Mstep: Class 1 contains 215582 members 
Mstep: Class 2 contains 25129 members 
Mstep: Class 4 contains 50732 members 
Mstep: Class 5 contains 14596 members 
Mstep: Class 6 contains 24572 members 
Mstep: Class 7 contains 37939 members 
Mstep: Class 8 contains 9537 members 
Mstep: Class 9 contains 48184 members 
Mstep: Class 10 contains 5121 members 
Mstep: Class 11 contains 32017 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 22363 members 
Mstep: Class 14 contains 3517 members 
Mstep: Class 15 contains 40844 members 
Mstep: Class 16 contains 193680 members 
Mstep: Class 17 contains 34444 members 
Mstep: Class 18 contains 13388 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 15376 members 
Mstep: Class 21 contains 10791 members 
Mstep: Class 22 contains 16787 members 
Mstep: Class 23 contains 53682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108091776.000000 Penalty: 48953.195312
Iteration 4F: 23 clusters Score -1.080918e+08 nChanged 154002
Entering Unmasked Mstep 
Mstep: Class 0 contains 503 members 
Mstep: Class 1 contains 189110 members 
Mstep: Class 2 contains 22292 members 
Mstep: Class 4 contains 49486 members 
Mstep: Class 5 contains 12937 members 
Mstep: Class 6 contains 29524 members 
Mstep: Class 7 contains 35921 members 
Mstep: Class 8 contains 10246 members 
Mstep: Class 9 contains 51087 members 
Mstep: Class 10 contains 3883 members 
Mstep: Class 11 contains 34740 members 
Mstep: Class 12 contains 5332 members 
Mstep: Class 13 contains 26983 members 
Mstep: Class 14 contains 4268 members 
Mstep: Class 15 contains 55897 members 
Mstep: Class 16 contains 176711 members 
Mstep: Class 17 contains 36478 members 
Mstep: Class 18 contains 12881 members 
Mstep: Class 19 contains 9260 members 
Mstep: Class 20 contains 16467 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 20005 members 
Mstep: Class 23 contains 71052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108298328.000000 Penalty: 48953.195312
Iteration 5F: 23 clusters Score -1.082983e+08 nChanged 121535
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 165943 members 
Mstep: Class 2 contains 18893 members 
Mstep: Class 4 contains 45865 members 
Mstep: Class 5 contains 12379 members 
Mstep: Class 6 contains 31717 members 
Mstep: Class 7 contains 32182 members 
Mstep: Class 8 contains 10551 members 
Mstep: Class 9 contains 53238 members 
Mstep: Class 10 contains 3309 members 
Mstep: Class 11 contains 37298 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 32286 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 69272 members 
Mstep: Class 16 contains 168392 members 
Mstep: Class 17 contains 35398 members 
Mstep: Class 18 contains 12357 members 
Mstep: Class 19 contains 9650 members 
Mstep: Class 20 contains 16946 members 
Mstep: Class 21 contains 9775 members 
Mstep: Class 22 contains 23470 members 
Mstep: Class 23 contains 86019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108444928.000000 Penalty: 48953.195312
Iteration 6F: 23 clusters Score -1.084449e+08 nChanged 92566
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 152380 members 
Mstep: Class 2 contains 16012 members 
Mstep: Class 4 contains 42126 members 
Mstep: Class 5 contains 12754 members 
Mstep: Class 6 contains 32497 members 
Mstep: Class 7 contains 27798 members 
Mstep: Class 8 contains 10564 members 
Mstep: Class 9 contains 53388 members 
Mstep: Class 10 contains 3051 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 37249 members 
Mstep: Class 14 contains 6109 members 
Mstep: Class 15 contains 78572 members 
Mstep: Class 16 contains 162162 members 
Mstep: Class 17 contains 32469 members 
Mstep: Class 18 contains 11961 members 
Mstep: Class 19 contains 10671 members 
Mstep: Class 20 contains 16905 members 
Mstep: Class 21 contains 10073 members 
Mstep: Class 22 contains 26238 members 
Mstep: Class 23 contains 98311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108532752.000000 Penalty: 48953.195312
Iteration 7F: 23 clusters Score -1.085328e+08 nChanged 73468
Entering Unmasked Mstep 
Mstep: Class 0 contains 338 members 
Mstep: Class 1 contains 144275 members 
Mstep: Class 2 contains 14190 members 
Mstep: Class 4 contains 38354 members 
Mstep: Class 5 contains 13359 members 
Mstep: Class 6 contains 33050 members 
Mstep: Class 7 contains 24009 members 
Mstep: Class 8 contains 10491 members 
Mstep: Class 9 contains 52444 members 
Mstep: Class 10 contains 2946 members 
Mstep: Class 11 contains 42597 members 
Mstep: Class 12 contains 2540 members 
Mstep: Class 13 contains 42515 members 
Mstep: Class 14 contains 6501 members 
Mstep: Class 15 contains 84830 members 
Mstep: Class 16 contains 156273 members 
Mstep: Class 17 contains 28885 members 
Mstep: Class 18 contains 11472 members 
Mstep: Class 19 contains 11704 members 
Mstep: Class 20 contains 16615 members 
Mstep: Class 21 contains 10316 members 
Mstep: Class 22 contains 28401 members 
Mstep: Class 23 contains 108770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108593008.000000 Penalty: 48953.195312
Iteration 8F: 23 clusters Score -1.08593e+08 nChanged 60722
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 137682 members 
Mstep: Class 2 contains 13292 members 
Mstep: Class 4 contains 34494 members 
Mstep: Class 5 contains 14063 members 
Mstep: Class 6 contains 33920 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 10422 members 
Mstep: Class 9 contains 51965 members 
Mstep: Class 10 contains 3130 members 
Mstep: Class 11 contains 44897 members 
Mstep: Class 12 contains 2132 members 
Mstep: Class 13 contains 48300 members 
Mstep: Class 14 contains 6621 members 
Mstep: Class 15 contains 88927 members 
Mstep: Class 16 contains 150664 members 
Mstep: Class 17 contains 25393 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 12532 members 
Mstep: Class 20 contains 16182 members 
Mstep: Class 21 contains 10200 members 
Mstep: Class 22 contains 30143 members 
Mstep: Class 23 contains 117689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108639592.000000 Penalty: 48953.195312
Iteration 9F: 23 clusters Score -1.086396e+08 nChanged 53653
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 130961 members 
Mstep: Class 2 contains 13259 members 
Mstep: Class 4 contains 30657 members 
Mstep: Class 5 contains 14733 members 
Mstep: Class 6 contains 35091 members 
Mstep: Class 7 contains 18376 members 
Mstep: Class 8 contains 10508 members 
Mstep: Class 9 contains 52472 members 
Mstep: Class 10 contains 3456 members 
Mstep: Class 11 contains 46808 members 
Mstep: Class 12 contains 1847 members 
Mstep: Class 13 contains 54585 members 
Mstep: Class 14 contains 6619 members 
Mstep: Class 15 contains 91546 members 
Mstep: Class 16 contains 144565 members 
Mstep: Class 17 contains 22121 members 
Mstep: Class 18 contains 10708 members 
Mstep: Class 19 contains 13143 members 
Mstep: Class 20 contains 15648 members 
Mstep: Class 21 contains 9848 members 
Mstep: Class 22 contains 31458 members 
Mstep: Class 23 contains 126152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108675920.000000 Penalty: 48953.195312
Iteration 10F: 23 clusters Score -1.086759e+08 nChanged 48252
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 124197 members 
Mstep: Class 2 contains 14014 members 
Mstep: Class 4 contains 27278 members 
Mstep: Class 5 contains 15318 members 
Mstep: Class 6 contains 36258 members 
Mstep: Class 7 contains 16393 members 
Mstep: Class 8 contains 10770 members 
Mstep: Class 9 contains 54151 members 
Mstep: Class 10 contains 3926 members 
Mstep: Class 11 contains 48446 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 61199 members 
Mstep: Class 14 contains 6576 members 
Mstep: Class 15 contains 92916 members 
Mstep: Class 16 contains 138377 members 
Mstep: Class 17 contains 19417 members 
Mstep: Class 18 contains 10346 members 
Mstep: Class 19 contains 13531 members 
Mstep: Class 20 contains 15046 members 
Mstep: Class 21 contains 9351 members 
Mstep: Class 22 contains 32325 members 
Mstep: Class 23 contains 133132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108706664.000000 Penalty: 48953.195312
Iteration 11F: 23 clusters Score -1.087067e+08 nChanged 43551
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 118567 members 
Mstep: Class 2 contains 15120 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 15661 members 
Mstep: Class 6 contains 37354 members 
Mstep: Class 7 contains 15057 members 
Mstep: Class 8 contains 11383 members 
Mstep: Class 9 contains 56831 members 
Mstep: Class 10 contains 4580 members 
Mstep: Class 11 contains 50026 members 
Mstep: Class 12 contains 1466 members 
Mstep: Class 13 contains 67620 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 92855 members 
Mstep: Class 16 contains 132845 members 
Mstep: Class 17 contains 17386 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 13781 members 
Mstep: Class 20 contains 14489 members 
Mstep: Class 21 contains 8823 members 
Mstep: Class 22 contains 32653 members 
Mstep: Class 23 contains 137487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108729512.000000 Penalty: 48953.195312
Iteration 12Q: 23 clusters Score -1.087295e+08 nChanged 39256
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 114182 members 
Mstep: Class 2 contains 16264 members 
Mstep: Class 4 contains 22141 members 
Mstep: Class 5 contains 15866 members 
Mstep: Class 6 contains 38073 members 
Mstep: Class 7 contains 14119 members 
Mstep: Class 8 contains 12261 members 
Mstep: Class 9 contains 60066 members 
Mstep: Class 10 contains 5358 members 
Mstep: Class 11 contains 51439 members 
Mstep: Class 12 contains 1386 members 
Mstep: Class 13 contains 73549 members 
Mstep: Class 14 contains 5777 members 
Mstep: Class 15 contains 91945 members 
Mstep: Class 16 contains 127958 members 
Mstep: Class 17 contains 15741 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 14025 members 
Mstep: Class 20 contains 13991 members 
Mstep: Class 21 contains 8369 members 
Mstep: Class 22 contains 32710 members 
Mstep: Class 23 contains 139696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108745576.000000 Penalty: 48953.195312
Iteration 13Q: 23 clusters Score -1.087456e+08 nChanged 35400
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 110558 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 4 contains 20581 members 
Mstep: Class 5 contains 15987 members 
Mstep: Class 6 contains 38507 members 
Mstep: Class 7 contains 13427 members 
Mstep: Class 8 contains 13038 members 
Mstep: Class 9 contains 63458 members 
Mstep: Class 10 contains 6198 members 
Mstep: Class 11 contains 53013 members 
Mstep: Class 12 contains 1328 members 
Mstep: Class 13 contains 78466 members 
Mstep: Class 14 contains 5321 members 
Mstep: Class 15 contains 90639 members 
Mstep: Class 16 contains 124162 members 
Mstep: Class 17 contains 14200 members 
Mstep: Class 18 contains 9469 members 
Mstep: Class 19 contains 14249 members 
Mstep: Class 20 contains 13548 members 
Mstep: Class 21 contains 7980 members 
Mstep: Class 22 contains 32604 members 
Mstep: Class 23 contains 140566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108757728.000000 Penalty: 48953.195312
Iteration 14Q: 23 clusters Score -1.087577e+08 nChanged 31434
Entering Unmasked Mstep 
Mstep: Class 0 contains 299 members 
Mstep: Class 1 contains 107194 members 
Mstep: Class 2 contains 18175 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 16047 members 
Mstep: Class 6 contains 38677 members 
Mstep: Class 7 contains 12795 members 
Mstep: Class 8 contains 13641 members 
Mstep: Class 9 contains 66946 members 
Mstep: Class 10 contains 7071 members 
Mstep: Class 11 contains 54581 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 82590 members 
Mstep: Class 14 contains 5084 members 
Mstep: Class 15 contains 89137 members 
Mstep: Class 16 contains 121410 members 
Mstep: Class 17 contains 12742 members 
Mstep: Class 18 contains 9343 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 13120 members 
Mstep: Class 21 contains 7670 members 
Mstep: Class 22 contains 32459 members 
Mstep: Class 23 contains 140580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108767440.000000 Penalty: 48953.195312
Iteration 15Q: 23 clusters Score -1.087674e+08 nChanged 27394
Entering Unmasked Mstep 
Mstep: Class 0 contains 299 members 
Mstep: Class 1 contains 103176 members 
Mstep: Class 2 contains 19026 members 
Mstep: Class 4 contains 19045 members 
Mstep: Class 5 contains 16057 members 
Mstep: Class 6 contains 38637 members 
Mstep: Class 7 contains 12246 members 
Mstep: Class 8 contains 13984 members 
Mstep: Class 9 contains 71124 members 
Mstep: Class 10 contains 7986 members 
Mstep: Class 11 contains 56176 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 86106 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 87797 members 
Mstep: Class 16 contains 119194 members 
Mstep: Class 17 contains 11423 members 
Mstep: Class 18 contains 9241 members 
Mstep: Class 19 contains 14540 members 
Mstep: Class 20 contains 12776 members 
Mstep: Class 21 contains 7472 members 
Mstep: Class 22 contains 32281 members 
Mstep: Class 23 contains 140029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108776752.000000 Penalty: 48953.195312
Iteration 16Q: 23 clusters Score -1.087768e+08 nChanged 23963
Entering Unmasked Mstep 
Mstep: Class 0 contains 299 members 
Mstep: Class 1 contains 98952 members 
Mstep: Class 2 contains 19731 members 
Mstep: Class 4 contains 18799 members 
Mstep: Class 5 contains 16061 members 
Mstep: Class 6 contains 38516 members 
Mstep: Class 7 contains 11765 members 
Mstep: Class 8 contains 14157 members 
Mstep: Class 9 contains 75911 members 
Mstep: Class 10 contains 8919 members 
Mstep: Class 11 contains 57830 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 88713 members 
Mstep: Class 14 contains 4958 members 
Mstep: Class 15 contains 86668 members 
Mstep: Class 16 contains 117373 members 
Mstep: Class 17 contains 10235 members 
Mstep: Class 18 contains 9145 members 
Mstep: Class 19 contains 14610 members 
Mstep: Class 20 contains 12466 members 
Mstep: Class 21 contains 7319 members 
Mstep: Class 22 contains 32172 members 
Mstep: Class 23 contains 139020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108784040.000000 Penalty: 48953.195312
Iteration 17Q: 23 clusters Score -1.08784e+08 nChanged 21441
Entering Unmasked Mstep 
Mstep: Class 0 contains 299 members 
Mstep: Class 1 contains 94778 members 
Mstep: Class 2 contains 20236 members 
Mstep: Class 4 contains 18714 members 
Mstep: Class 5 contains 16067 members 
Mstep: Class 6 contains 38281 members 
Mstep: Class 7 contains 11365 members 
Mstep: Class 8 contains 14199 members 
Mstep: Class 9 contains 81446 members 
Mstep: Class 10 contains 9670 members 
Mstep: Class 11 contains 59415 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 90474 members 
Mstep: Class 14 contains 4960 members 
Mstep: Class 15 contains 85670 members 
Mstep: Class 16 contains 115978 members 
Mstep: Class 17 contains 9204 members 
Mstep: Class 18 contains 9060 members 
Mstep: Class 19 contains 14686 members 
Mstep: Class 20 contains 12284 members 
Mstep: Class 21 contains 7175 members 
Mstep: Class 22 contains 32072 members 
Mstep: Class 23 contains 137595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108792592.000000 Penalty: 48953.195312
Iteration 18Q: 23 clusters Score -1.087926e+08 nChanged 19755
Entering Unmasked Mstep 
Mstep: Class 0 contains 299 members 
Mstep: Class 1 contains 91310 members 
Mstep: Class 2 contains 20627 members 
Mstep: Class 4 contains 18710 members 
Mstep: Class 5 contains 16091 members 
Mstep: Class 6 contains 37985 members 
Mstep: Class 7 contains 11042 members 
Mstep: Class 8 contains 14205 members 
Mstep: Class 9 contains 87240 members 
Mstep: Class 10 contains 10281 members 
Mstep: Class 11 contains 60924 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 91431 members 
Mstep: Class 14 contains 4974 members 
Mstep: Class 15 contains 84681 members 
Mstep: Class 16 contains 115098 members 
Mstep: Class 17 contains 8305 members 
Mstep: Class 18 contains 8986 members 
Mstep: Class 19 contains 14716 members 
Mstep: Class 20 contains 12178 members 
Mstep: Class 21 contains 7041 members 
Mstep: Class 22 contains 31964 members 
Mstep: Class 23 contains 135545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108800536.000000 Penalty: 48953.195312
Iteration 19Q: 23 clusters Score -1.088005e+08 nChanged 18564
Entering Unmasked Mstep 
Mstep: Class 0 contains 299 members 
Mstep: Class 1 contains 88790 members 
Mstep: Class 2 contains 20861 members 
Mstep: Class 4 contains 18781 members 
Mstep: Class 5 contains 16093 members 
Mstep: Class 6 contains 37580 members 
Mstep: Class 7 contains 10733 members 
Mstep: Class 8 contains 14108 members 
Mstep: Class 9 contains 92904 members 
Mstep: Class 10 contains 10751 members 
Mstep: Class 11 contains 62358 members 
Mstep: Class 12 contains 1234 members 
Mstep: Class 13 contains 91809 members 
Mstep: Class 14 contains 5002 members 
Mstep: Class 15 contains 83747 members 
Mstep: Class 16 contains 114575 members 
Mstep: Class 17 contains 7519 members 
Mstep: Class 18 contains 8927 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 12104 members 
Mstep: Class 21 contains 6917 members 
Mstep: Class 22 contains 31783 members 
Mstep: Class 23 contains 133256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108808664.000000 Penalty: 48953.195312
Iteration 20F: 23 clusters Score -1.088087e+08 nChanged 17623
Entering Unmasked Mstep 
Mstep: Class 0 contains 294 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 21026 members 
Mstep: Class 4 contains 18879 members 
Mstep: Class 5 contains 16090 members 
Mstep: Class 6 contains 37105 members 
Mstep: Class 7 contains 10483 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 98357 members 
Mstep: Class 10 contains 11383 members 
Mstep: Class 11 contains 63699 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 91887 members 
Mstep: Class 14 contains 5011 members 
Mstep: Class 15 contains 82809 members 
Mstep: Class 16 contains 114071 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 8861 members 
Mstep: Class 19 contains 14808 members 
Mstep: Class 20 contains 11902 members 
Mstep: Class 21 contains 6812 members 
Mstep: Class 22 contains 31549 members 
Mstep: Class 23 contains 130843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108815400.000000 Penalty: 48953.195312
Iteration 21Q: 23 clusters Score -1.088154e+08 nChanged 16429
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 85967 members 
Mstep: Class 2 contains 21109 members 
Mstep: Class 4 contains 18983 members 
Mstep: Class 5 contains 16075 members 
Mstep: Class 6 contains 36545 members 
Mstep: Class 7 contains 10248 members 
Mstep: Class 8 contains 13747 members 
Mstep: Class 9 contains 103208 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 64908 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 91784 members 
Mstep: Class 14 contains 5031 members 
Mstep: Class 15 contains 81897 members 
Mstep: Class 16 contains 113794 members 
Mstep: Class 17 contains 6117 members 
Mstep: Class 18 contains 8811 members 
Mstep: Class 19 contains 14798 members 
Mstep: Class 20 contains 11784 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 31308 members 
Mstep: Class 23 contains 128606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108820856.000000 Penalty: 48953.195312
Iteration 22Q: 23 clusters Score -1.088209e+08 nChanged 15213
Entering Unmasked Mstep 
Mstep: Class 0 contains 292 members 
Mstep: Class 1 contains 85309 members 
Mstep: Class 2 contains 21142 members 
Mstep: Class 4 contains 19050 members 
Mstep: Class 5 contains 16067 members 
Mstep: Class 6 contains 35952 members 
Mstep: Class 7 contains 10047 members 
Mstep: Class 8 contains 13478 members 
Mstep: Class 9 contains 107364 members 
Mstep: Class 10 contains 12418 members 
Mstep: Class 11 contains 66028 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 91645 members 
Mstep: Class 14 contains 5065 members 
Mstep: Class 15 contains 81019 members 
Mstep: Class 16 contains 113625 members 
Mstep: Class 17 contains 5544 members 
Mstep: Class 18 contains 8749 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 11705 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 31015 members 
Mstep: Class 23 contains 126707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108825336.000000 Penalty: 48953.195312
Iteration 23Q: 23 clusters Score -1.088253e+08 nChanged 14583
Entering Unmasked Mstep 
Mstep: Class 0 contains 292 members 
Mstep: Class 1 contains 84858 members 
Mstep: Class 2 contains 21097 members 
Mstep: Class 4 contains 19114 members 
Mstep: Class 5 contains 16056 members 
Mstep: Class 6 contains 35327 members 
Mstep: Class 7 contains 9896 members 
Mstep: Class 8 contains 13137 members 
Mstep: Class 9 contains 110992 members 
Mstep: Class 10 contains 12885 members 
Mstep: Class 11 contains 67069 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 91589 members 
Mstep: Class 14 contains 5068 members 
Mstep: Class 15 contains 80128 members 
Mstep: Class 16 contains 113570 members 
Mstep: Class 17 contains 5102 members 
Mstep: Class 18 contains 8688 members 
Mstep: Class 19 contains 14751 members 
Mstep: Class 20 contains 11642 members 
Mstep: Class 21 contains 6593 members 
Mstep: Class 22 contains 30715 members 
Mstep: Class 23 contains 125104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108830792.000000 Penalty: 48953.195312
Iteration 24Q: 23 clusters Score -1.088308e+08 nChanged 14701
Entering Unmasked Mstep 
Mstep: Class 0 contains 291 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 21019 members 
Mstep: Class 4 contains 19147 members 
Mstep: Class 5 contains 15994 members 
Mstep: Class 6 contains 34593 members 
Mstep: Class 7 contains 9747 members 
Mstep: Class 8 contains 12737 members 
Mstep: Class 9 contains 114495 members 
Mstep: Class 10 contains 13301 members 
Mstep: Class 11 contains 68001 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 91516 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 79190 members 
Mstep: Class 16 contains 113702 members 
Mstep: Class 17 contains 4766 members 
Mstep: Class 18 contains 8628 members 
Mstep: Class 19 contains 14698 members 
Mstep: Class 20 contains 11588 members 
Mstep: Class 21 contains 6569 members 
Mstep: Class 22 contains 30410 members 
Mstep: Class 23 contains 123597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108836544.000000 Penalty: 48953.195312
Iteration 25Q: 23 clusters Score -1.088365e+08 nChanged 15437
Entering Unmasked Mstep 
Mstep: Class 0 contains 291 members 
Mstep: Class 1 contains 84392 members 
Mstep: Class 2 contains 20857 members 
Mstep: Class 4 contains 19174 members 
Mstep: Class 5 contains 15912 members 
Mstep: Class 6 contains 33832 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 12330 members 
Mstep: Class 9 contains 118110 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 11 contains 68837 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 91353 members 
Mstep: Class 14 contains 5098 members 
Mstep: Class 15 contains 78260 members 
Mstep: Class 16 contains 113961 members 
Mstep: Class 17 contains 4486 members 
Mstep: Class 18 contains 8562 members 
Mstep: Class 19 contains 14642 members 
Mstep: Class 20 contains 11513 members 
Mstep: Class 21 contains 6562 members 
Mstep: Class 22 contains 30188 members 
Mstep: Class 23 contains 122033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108842624.000000 Penalty: 48953.195312
Iteration 26Q: 23 clusters Score -1.088426e+08 nChanged 15689
Entering Unmasked Mstep 
Mstep: Class 0 contains 291 members 
Mstep: Class 1 contains 84353 members 
Mstep: Class 2 contains 20686 members 
Mstep: Class 4 contains 19213 members 
Mstep: Class 5 contains 15861 members 
Mstep: Class 6 contains 33068 members 
Mstep: Class 7 contains 9488 members 
Mstep: Class 8 contains 11951 members 
Mstep: Class 9 contains 121616 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 69642 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 91060 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 77314 members 
Mstep: Class 16 contains 114340 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 8498 members 
Mstep: Class 19 contains 14543 members 
Mstep: Class 20 contains 11426 members 
Mstep: Class 21 contains 6571 members 
Mstep: Class 22 contains 30067 members 
Mstep: Class 23 contains 120303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108846744.000000 Penalty: 48953.195312
Iteration 27Q: 23 clusters Score -1.088467e+08 nChanged 15728
Entering Unmasked Mstep 
Mstep: Class 0 contains 290 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 20457 members 
Mstep: Class 4 contains 19305 members 
Mstep: Class 5 contains 15822 members 
Mstep: Class 6 contains 32281 members 
Mstep: Class 7 contains 9399 members 
Mstep: Class 8 contains 11599 members 
Mstep: Class 9 contains 124736 members 
Mstep: Class 10 contains 14179 members 
Mstep: Class 11 contains 70401 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 90646 members 
Mstep: Class 14 contains 5145 members 
Mstep: Class 15 contains 76395 members 
Mstep: Class 16 contains 114876 members 
Mstep: Class 17 contains 4100 members 
Mstep: Class 18 contains 8451 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 11364 members 
Mstep: Class 21 contains 6599 members 
Mstep: Class 22 contains 29975 members 
Mstep: Class 23 contains 118651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108851056.000000 Penalty: 48953.195312
Iteration 28Q: 23 clusters Score -1.088511e+08 nChanged 15293
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 84972 members 
Mstep: Class 2 contains 20311 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 15798 members 
Mstep: Class 6 contains 31480 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 11345 members 
Mstep: Class 9 contains 127272 members 
Mstep: Class 10 contains 14280 members 
Mstep: Class 11 contains 71027 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 90276 members 
Mstep: Class 14 contains 5147 members 
Mstep: Class 15 contains 75470 members 
Mstep: Class 16 contains 115413 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 8416 members 
Mstep: Class 19 contains 14250 members 
Mstep: Class 20 contains 11361 members 
Mstep: Class 21 contains 6673 members 
Mstep: Class 22 contains 29913 members 
Mstep: Class 23 contains 117251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108854352.000000 Penalty: 48953.195312
Iteration 29Q: 23 clusters Score -1.088544e+08 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 85531 members 
Mstep: Class 2 contains 20206 members 
Mstep: Class 4 contains 19676 members 
Mstep: Class 5 contains 15817 members 
Mstep: Class 6 contains 30718 members 
Mstep: Class 7 contains 9283 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 129105 members 
Mstep: Class 10 contains 14289 members 
Mstep: Class 11 contains 71503 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 89879 members 
Mstep: Class 14 contains 5160 members 
Mstep: Class 15 contains 74577 members 
Mstep: Class 16 contains 116010 members 
Mstep: Class 17 contains 3823 members 
Mstep: Class 18 contains 8375 members 
Mstep: Class 19 contains 14088 members 
Mstep: Class 20 contains 11337 members 
Mstep: Class 21 contains 6752 members 
Mstep: Class 22 contains 29877 members 
Mstep: Class 23 contains 116247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108856024.000000 Penalty: 48953.195312
Iteration 30Q: 23 clusters Score -1.08856e+08 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 20126 members 
Mstep: Class 4 contains 19947 members 
Mstep: Class 5 contains 15854 members 
Mstep: Class 6 contains 29967 members 
Mstep: Class 7 contains 9273 members 
Mstep: Class 8 contains 10911 members 
Mstep: Class 9 contains 130260 members 
Mstep: Class 10 contains 14261 members 
Mstep: Class 11 contains 71982 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 89472 members 
Mstep: Class 14 contains 5161 members 
Mstep: Class 15 contains 73787 members 
Mstep: Class 16 contains 116618 members 
Mstep: Class 17 contains 3734 members 
Mstep: Class 18 contains 8335 members 
Mstep: Class 19 contains 13935 members 
Mstep: Class 20 contains 11326 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 29886 members 
Mstep: Class 23 contains 115583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108857232.000000 Penalty: 48953.195312
Iteration 31Q: 23 clusters Score -1.088572e+08 nChanged 12552
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 86753 members 
Mstep: Class 2 contains 20185 members 
Mstep: Class 4 contains 20239 members 
Mstep: Class 5 contains 15865 members 
Mstep: Class 6 contains 29263 members 
Mstep: Class 7 contains 9260 members 
Mstep: Class 8 contains 10707 members 
Mstep: Class 9 contains 130845 members 
Mstep: Class 10 contains 14190 members 
Mstep: Class 11 contains 72334 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 89202 members 
Mstep: Class 14 contains 5163 members 
Mstep: Class 15 contains 73119 members 
Mstep: Class 16 contains 117100 members 
Mstep: Class 17 contains 3650 members 
Mstep: Class 18 contains 8293 members 
Mstep: Class 19 contains 13758 members 
Mstep: Class 20 contains 11310 members 
Mstep: Class 21 contains 6964 members 
Mstep: Class 22 contains 29920 members 
Mstep: Class 23 contains 115284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108858384.000000 Penalty: 48953.195312
Iteration 32Q: 23 clusters Score -1.088584e+08 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 87409 members 
Mstep: Class 2 contains 20272 members 
Mstep: Class 4 contains 20485 members 
Mstep: Class 5 contains 15843 members 
Mstep: Class 6 contains 28627 members 
Mstep: Class 7 contains 9240 members 
Mstep: Class 8 contains 10544 members 
Mstep: Class 9 contains 131155 members 
Mstep: Class 10 contains 14127 members 
Mstep: Class 11 contains 72676 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 88761 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 72554 members 
Mstep: Class 16 contains 117569 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 8238 members 
Mstep: Class 19 contains 13604 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 7083 members 
Mstep: Class 22 contains 29948 members 
Mstep: Class 23 contains 115216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108858728.000000 Penalty: 48953.195312
Iteration 33Q: 23 clusters Score -1.088587e+08 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 88123 members 
Mstep: Class 2 contains 20367 members 
Mstep: Class 4 contains 20713 members 
Mstep: Class 5 contains 15821 members 
Mstep: Class 6 contains 28078 members 
Mstep: Class 7 contains 9231 members 
Mstep: Class 8 contains 10373 members 
Mstep: Class 9 contains 131290 members 
Mstep: Class 10 contains 14052 members 
Mstep: Class 11 contains 72996 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 88172 members 
Mstep: Class 14 contains 5155 members 
Mstep: Class 15 contains 72058 members 
Mstep: Class 16 contains 118080 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 8199 members 
Mstep: Class 19 contains 13445 members 
Mstep: Class 20 contains 11353 members 
Mstep: Class 21 contains 7179 members 
Mstep: Class 22 contains 29926 members 
Mstep: Class 23 contains 115273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108859472.000000 Penalty: 48953.195312
Iteration 34Q: 23 clusters Score -1.088595e+08 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 20484 members 
Mstep: Class 4 contains 20956 members 
Mstep: Class 5 contains 15770 members 
Mstep: Class 6 contains 27601 members 
Mstep: Class 7 contains 9229 members 
Mstep: Class 8 contains 10205 members 
Mstep: Class 9 contains 131307 members 
Mstep: Class 10 contains 13937 members 
Mstep: Class 11 contains 73293 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 87484 members 
Mstep: Class 14 contains 5158 members 
Mstep: Class 15 contains 71540 members 
Mstep: Class 16 contains 118579 members 
Mstep: Class 17 contains 3462 members 
Mstep: Class 18 contains 8161 members 
Mstep: Class 19 contains 13295 members 
Mstep: Class 20 contains 11381 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 29903 members 
Mstep: Class 23 contains 115517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108860080.000000 Penalty: 48953.195312
Iteration 35Q: 23 clusters Score -1.088601e+08 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 20605 members 
Mstep: Class 4 contains 21170 members 
Mstep: Class 5 contains 15719 members 
Mstep: Class 6 contains 27206 members 
Mstep: Class 7 contains 9235 members 
Mstep: Class 8 contains 10026 members 
Mstep: Class 9 contains 131273 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 73639 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 86724 members 
Mstep: Class 14 contains 5155 members 
Mstep: Class 15 contains 70991 members 
Mstep: Class 16 contains 119066 members 
Mstep: Class 17 contains 3448 members 
Mstep: Class 18 contains 8123 members 
Mstep: Class 19 contains 13141 members 
Mstep: Class 20 contains 11401 members 
Mstep: Class 21 contains 7326 members 
Mstep: Class 22 contains 29902 members 
Mstep: Class 23 contains 115772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108860104.000000 Penalty: 48953.195312
Iteration 36Q: 23 clusters Score -1.088601e+08 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 90351 members 
Mstep: Class 2 contains 20791 members 
Mstep: Class 4 contains 21394 members 
Mstep: Class 5 contains 15663 members 
Mstep: Class 6 contains 26859 members 
Mstep: Class 7 contains 9241 members 
Mstep: Class 8 contains 9852 members 
Mstep: Class 9 contains 131311 members 
Mstep: Class 10 contains 13712 members 
Mstep: Class 11 contains 73979 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 85886 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 70451 members 
Mstep: Class 16 contains 119528 members 
Mstep: Class 17 contains 3430 members 
Mstep: Class 18 contains 8099 members 
Mstep: Class 19 contains 12973 members 
Mstep: Class 20 contains 11414 members 
Mstep: Class 21 contains 7393 members 
Mstep: Class 22 contains 29932 members 
Mstep: Class 23 contains 115977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108860272.000000 Penalty: 48953.195312
Iteration 37Q: 23 clusters Score -1.088603e+08 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 20996 members 
Mstep: Class 4 contains 21579 members 
Mstep: Class 5 contains 15606 members 
Mstep: Class 6 contains 26537 members 
Mstep: Class 7 contains 9246 members 
Mstep: Class 8 contains 9683 members 
Mstep: Class 9 contains 131357 members 
Mstep: Class 10 contains 13573 members 
Mstep: Class 11 contains 74343 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 85017 members 
Mstep: Class 14 contains 5173 members 
Mstep: Class 15 contains 70003 members 
Mstep: Class 16 contains 119980 members 
Mstep: Class 17 contains 3387 members 
Mstep: Class 18 contains 8078 members 
Mstep: Class 19 contains 12825 members 
Mstep: Class 20 contains 11454 members 
Mstep: Class 21 contains 7433 members 
Mstep: Class 22 contains 29904 members 
Mstep: Class 23 contains 116198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108861032.000000 Penalty: 48953.195312
Iteration 38Q: 23 clusters Score -1.08861e+08 nChanged 7153
Entering ConstructFrom: 
Score: -108861032.000000 Penalty: 48953.195312
Entering ConstructFrom: 
Trying to split cluster 1 (91712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91712 members 
Entering Unmasked Estep 
Score: -11725529.000000 Penalty: 1856.791382
	Iteration 0F: 2 clusters Score -1.172553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -11665136.000000 Penalty: 3713.582764
	Iteration 0F: 3 clusters Score -1.166514e+07 nChanged 43750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -11690830.000000 Penalty: 3713.582764
	Iteration 1F: 3 clusters Score -1.169083e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -11691468.000000 Penalty: 3713.582764
	Iteration 2Q: 3 clusters Score -1.169147e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -11692144.000000 Penalty: 3713.582764
	Iteration 3Q: 3 clusters Score -1.169214e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -11693174.000000 Penalty: 3713.582764
	Iteration 4Q: 3 clusters Score -1.169317e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -11695015.000000 Penalty: 3713.582764
	Iteration 5Q: 3 clusters Score -1.169502e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62015 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -11698075.000000 Penalty: 3713.582764
	Iteration 6F: 3 clusters Score -1.169808e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -11703343.000000 Penalty: 3713.582764
	Iteration 7F: 3 clusters Score -1.170334e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -11710398.000000 Penalty: 3713.582764
	Iteration 8F: 3 clusters Score -1.17104e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84611 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -11717282.000000 Penalty: 3713.582764
	Iteration 9F: 3 clusters Score -1.171728e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -11721544.000000 Penalty: 3713.582764
	Iteration 10Q: 3 clusters Score -1.172154e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90794 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11723109.000000 Penalty: 3713.582764
	Iteration 11Q: 3 clusters Score -1.172311e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11723587.000000 Penalty: 3713.582764
	Iteration 12Q: 3 clusters Score -1.172359e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91425 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -11723762.000000 Penalty: 3713.582764
	Iteration 13Q: 3 clusters Score -1.172376e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91459 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11723829.000000 Penalty: 3713.582764
	Iteration 14Q: 3 clusters Score -1.172383e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91471 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11723848.000000 Penalty: 3713.582764
	Iteration 15Q: 3 clusters Score -1.172385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91476 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11723887.000000 Penalty: 3713.582764
	Iteration 16Q: 3 clusters Score -1.172389e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91487 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -11723897.000000 Penalty: 3713.582764
	Iteration 17Q: 3 clusters Score -1.17239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11723911.000000 Penalty: 3713.582764
	Iteration 18Q: 3 clusters Score -1.172391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11723914.000000 Penalty: 3713.582764
	Iteration 19Q: 3 clusters Score -1.172391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91490 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11723919.000000 Penalty: 3713.582764
	Iteration 20F: 3 clusters Score -1.172392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91491 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11723930.000000 Penalty: 3713.582764
	Iteration 21Q: 3 clusters Score -1.172393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91495 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -11723942.000000 Penalty: 3713.582764
	Iteration 22Q: 3 clusters Score -1.172394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91499 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11723956.000000 Penalty: 3713.582764
	Iteration 23Q: 3 clusters Score -1.172396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91501 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11723960.000000 Penalty: 3713.582764
	Iteration 24Q: 3 clusters Score -1.172396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91502 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11723966.000000 Penalty: 3713.582764
	Iteration 25Q: 3 clusters Score -1.172397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91504 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11723958.000000 Penalty: 3713.582764
	Iteration 26Q: 3 clusters Score -1.172396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91504 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11723962.000000 Penalty: 3713.582764
	Iteration 27Q: 3 clusters Score -1.172396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11723961.000000 Penalty: 3713.582764
	Iteration 28Q: 3 clusters Score -1.172396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11723961.000000 Penalty: 3713.582764
	Iteration 29F: 3 clusters Score -1.172396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Entering Unmasked Estep 
Score: -2546169.500000 Penalty: 1618.647339
	Iteration 0F: 2 clusters Score -2546170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2531917.250000 Penalty: 3237.294678
	Iteration 0F: 3 clusters Score -2531917 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2537350.000000 Penalty: 3237.294678
	Iteration 1F: 3 clusters Score -2537350 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2537818.250000 Penalty: 3237.294678
	Iteration 2F: 3 clusters Score -2537818 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2538218.250000 Penalty: 3237.294678
	Iteration 3Q: 3 clusters Score -2538218 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2538559.250000 Penalty: 3237.294678
	Iteration 4Q: 3 clusters Score -2538559 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2538890.750000 Penalty: 3237.294678
	Iteration 5Q: 3 clusters Score -2538891 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2539155.250000 Penalty: 3237.294678
	Iteration 6Q: 3 clusters Score -2539155 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2539429.500000 Penalty: 3237.294678
	Iteration 7Q: 3 clusters Score -2539430 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2539659.500000 Penalty: 3237.294678
	Iteration 8Q: 3 clusters Score -2539660 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2539911.000000 Penalty: 3237.294678
	Iteration 9Q: 3 clusters Score -2539911 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2540139.500000 Penalty: 3237.294678
	Iteration 10Q: 3 clusters Score -2540140 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2540386.500000 Penalty: 3237.294678
	Iteration 11Q: 3 clusters Score -2540386 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2540669.250000 Penalty: 3237.294678
	Iteration 12Q: 3 clusters Score -2540669 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2540938.250000 Penalty: 3237.294678
	Iteration 13Q: 3 clusters Score -2540938 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2541271.500000 Penalty: 3237.294678
	Iteration 14Q: 3 clusters Score -2541272 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2541578.250000 Penalty: 3237.294678
	Iteration 15Q: 3 clusters Score -2541578 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2541768.250000 Penalty: 3237.294678
	Iteration 16Q: 3 clusters Score -2541768 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2541901.250000 Penalty: 3237.294678
	Iteration 17Q: 3 clusters Score -2541901 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2541979.750000 Penalty: 3237.294678
	Iteration 18Q: 3 clusters Score -2541980 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2542050.000000 Penalty: 3237.294678
	Iteration 19Q: 3 clusters Score -2542050 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2542101.750000 Penalty: 3237.294678
	Iteration 20F: 3 clusters Score -2542102 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2542165.500000 Penalty: 3237.294678
	Iteration 21Q: 3 clusters Score -2542166 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2542224.750000 Penalty: 3237.294678
	Iteration 22Q: 3 clusters Score -2542225 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2542274.000000 Penalty: 3237.294678
	Iteration 23Q: 3 clusters Score -2542274 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2542316.750000 Penalty: 3237.294678
	Iteration 24Q: 3 clusters Score -2542317 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2542370.000000 Penalty: 3237.294678
	Iteration 25Q: 3 clusters Score -2542370 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2542411.500000 Penalty: 3237.294678
	Iteration 26Q: 3 clusters Score -2542412 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2542444.500000 Penalty: 3237.294678
	Iteration 27Q: 3 clusters Score -2542444 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2542476.500000 Penalty: 3237.294678
	Iteration 28Q: 3 clusters Score -2542476 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2542506.000000 Penalty: 3237.294678
	Iteration 29Q: 3 clusters Score -2542506 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2542553.250000 Penalty: 3237.294678
	Iteration 30Q: 3 clusters Score -2542553 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2542611.000000 Penalty: 3237.294678
	Iteration 31Q: 3 clusters Score -2542611 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2542649.500000 Penalty: 3237.294678
	Iteration 32Q: 3 clusters Score -2542650 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2542700.000000 Penalty: 3237.294678
	Iteration 33Q: 3 clusters Score -2542700 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2542755.000000 Penalty: 3237.294678
	Iteration 34Q: 3 clusters Score -2542755 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2542825.000000 Penalty: 3237.294678
	Iteration 35Q: 3 clusters Score -2542825 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2542902.750000 Penalty: 3237.294678
	Iteration 36Q: 3 clusters Score -2542903 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2542977.250000 Penalty: 3237.294678
	Iteration 37Q: 3 clusters Score -2542977 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2543048.500000 Penalty: 3237.294678
	Iteration 38Q: 3 clusters Score -2543048 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2543123.250000 Penalty: 3237.294678
	Iteration 39Q: 3 clusters Score -2543123 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2543217.250000 Penalty: 3237.294678
	Iteration 40F: 3 clusters Score -2543217 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2543296.000000 Penalty: 3237.294678
	Iteration 41Q: 3 clusters Score -2543296 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2543385.750000 Penalty: 3237.294678
	Iteration 42Q: 3 clusters Score -2543386 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2543485.500000 Penalty: 3237.294678
	Iteration 43Q: 3 clusters Score -2543486 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2543608.750000 Penalty: 3237.294678
	Iteration 44Q: 3 clusters Score -2543609 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2543718.500000 Penalty: 3237.294678
	Iteration 45Q: 3 clusters Score -2543718 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2543850.750000 Penalty: 3237.294678
	Iteration 46Q: 3 clusters Score -2543851 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2543971.500000 Penalty: 3237.294678
	Iteration 47Q: 3 clusters Score -2543972 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2544081.250000 Penalty: 3237.294678
	Iteration 48Q: 3 clusters Score -2544081 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2544199.750000 Penalty: 3237.294678
	Iteration 49Q: 3 clusters Score -2544200 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2544285.250000 Penalty: 3237.294678
	Iteration 50Q: 3 clusters Score -2544285 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2544373.000000 Penalty: 3237.294678
	Iteration 51Q: 3 clusters Score -2544373 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2544440.000000 Penalty: 3237.294678
	Iteration 52Q: 3 clusters Score -2544440 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2544522.250000 Penalty: 3237.294678
	Iteration 53Q: 3 clusters Score -2544522 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2544600.500000 Penalty: 3237.294678
	Iteration 54Q: 3 clusters Score -2544600 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2544663.000000 Penalty: 3237.294678
	Iteration 55Q: 3 clusters Score -2544663 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2544710.000000 Penalty: 3237.294678
	Iteration 56Q: 3 clusters Score -2544710 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2544764.250000 Penalty: 3237.294678
	Iteration 57Q: 3 clusters Score -2544764 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2544817.250000 Penalty: 3237.294678
	Iteration 58Q: 3 clusters Score -2544817 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2544863.500000 Penalty: 3237.294678
	Iteration 59Q: 3 clusters Score -2544864 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2544911.500000 Penalty: 3237.294678
	Iteration 60F: 3 clusters Score -2544912 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2544952.750000 Penalty: 3237.294678
	Iteration 61Q: 3 clusters Score -2544953 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2545004.500000 Penalty: 3237.294678
	Iteration 62Q: 3 clusters Score -2545004 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2545058.250000 Penalty: 3237.294678
	Iteration 63Q: 3 clusters Score -2545058 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2545104.750000 Penalty: 3237.294678
	Iteration 64Q: 3 clusters Score -2545105 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2545135.250000 Penalty: 3237.294678
	Iteration 65Q: 3 clusters Score -2545135 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2545154.750000 Penalty: 3237.294678
	Iteration 66Q: 3 clusters Score -2545155 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2545165.000000 Penalty: 3237.294678
	Iteration 67Q: 3 clusters Score -2545165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2545171.250000 Penalty: 3237.294678
	Iteration 68Q: 3 clusters Score -2545171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2545173.500000 Penalty: 3237.294678
	Iteration 69Q: 3 clusters Score -2545174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2545176.750000 Penalty: 3237.294678
	Iteration 70Q: 3 clusters Score -2545177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2545180.500000 Penalty: 3237.294678
	Iteration 71Q: 3 clusters Score -2545180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2545186.750000 Penalty: 3237.294678
	Iteration 72Q: 3 clusters Score -2545187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2545189.750000 Penalty: 3237.294678
	Iteration 73Q: 3 clusters Score -2545190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2545190.750000 Penalty: 3237.294678
	Iteration 74Q: 3 clusters Score -2545191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2545196.750000 Penalty: 3237.294678
	Iteration 75Q: 3 clusters Score -2545197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2545197.250000 Penalty: 3237.294678
	Iteration 76Q: 3 clusters Score -2545197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2545197.250000 Penalty: 3237.294678
	Iteration 77Q: 3 clusters Score -2545197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2545202.250000 Penalty: 3237.294678
	Iteration 78Q: 3 clusters Score -2545202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2545202.750000 Penalty: 3237.294678
	Iteration 79Q: 3 clusters Score -2545203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2545200.750000 Penalty: 3237.294678
	Iteration 80F: 3 clusters Score -2545201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2545200.000000 Penalty: 3237.294678
	Iteration 81Q: 3 clusters Score -2545200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2545203.250000 Penalty: 3237.294678
	Iteration 82Q: 3 clusters Score -2545203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2545203.250000 Penalty: 3237.294678
	Iteration 83F: 3 clusters Score -2545203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Entering Unmasked Estep 
Score: -2766641.250000 Penalty: 1622.962402
	Iteration 0F: 2 clusters Score -2766641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2751882.500000 Penalty: 3245.924805
	Iteration 0F: 3 clusters Score -2751882 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2758069.250000 Penalty: 3245.924805
	Iteration 1F: 3 clusters Score -2758069 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2760020.500000 Penalty: 3245.924805
	Iteration 2F: 3 clusters Score -2760020 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2762496.250000 Penalty: 3245.924805
	Iteration 3F: 3 clusters Score -2762496 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2764845.250000 Penalty: 3245.924805
	Iteration 4F: 3 clusters Score -2764845 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2766849.500000 Penalty: 3245.924805
	Iteration 5F: 3 clusters Score -2766850 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2768326.250000 Penalty: 3245.924805
	Iteration 6F: 3 clusters Score -2768326 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2769419.000000 Penalty: 3245.924805
	Iteration 7F: 3 clusters Score -2769419 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2769998.250000 Penalty: 3245.924805
	Iteration 8Q: 3 clusters Score -2769998 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2770261.500000 Penalty: 3245.924805
	Iteration 9Q: 3 clusters Score -2770262 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2770387.750000 Penalty: 3245.924805
	Iteration 10Q: 3 clusters Score -2770388 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2770469.750000 Penalty: 3245.924805
	Iteration 11Q: 3 clusters Score -2770470 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2770499.000000 Penalty: 3245.924805
	Iteration 12Q: 3 clusters Score -2770499 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2770521.000000 Penalty: 3245.924805
	Iteration 13Q: 3 clusters Score -2770521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2770530.750000 Penalty: 3245.924805
	Iteration 14Q: 3 clusters Score -2770531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2770538.250000 Penalty: 3245.924805
	Iteration 15Q: 3 clusters Score -2770538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2770539.250000 Penalty: 3245.924805
	Iteration 16Q: 3 clusters Score -2770539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2770541.750000 Penalty: 3245.924805
	Iteration 17Q: 3 clusters Score -2770542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2770538.000000 Penalty: 3245.924805
	Iteration 18Q: 3 clusters Score -2770538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2770538.250000 Penalty: 3245.924805
	Iteration 19Q: 3 clusters Score -2770538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2770536.750000 Penalty: 3245.924805
	Iteration 20F: 3 clusters Score -2770537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 21182 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 15548 members 
Mstep: Class 6 contains 26286 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 9489 members 
Mstep: Class 9 contains 131511 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 74713 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 84112 members 
Mstep: Class 14 contains 5193 members 
Mstep: Class 15 contains 69544 members 
Mstep: Class 16 contains 120404 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 12677 members 
Mstep: Class 20 contains 11501 members 
Mstep: Class 21 contains 7473 members 
Mstep: Class 22 contains 29870 members 
Mstep: Class 23 contains 116312 members 
Entering Unmasked Estep 
Score: -108864712.000000 Penalty: 51178.343750
Splitting cluster 4 changes total score from -108861032.000000 to -108864712.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (15548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Entering Unmasked Estep 
Score: -1941597.000000 Penalty: 1568.399292
	Iteration 0F: 2 clusters Score -1941597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1930945.875000 Penalty: 3136.798584
	Iteration 0F: 3 clusters Score -1930946 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1936596.875000 Penalty: 3136.798584
	Iteration 1F: 3 clusters Score -1936597 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1940257.125000 Penalty: 3136.798584
	Iteration 2F: 3 clusters Score -1940257 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1943290.375000 Penalty: 3136.798584
	Iteration 3F: 3 clusters Score -1943290 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1944667.625000 Penalty: 3136.798584
	Iteration 4F: 3 clusters Score -1944668 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1945185.500000 Penalty: 3136.798584
	Iteration 5Q: 3 clusters Score -1945186 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1945383.125000 Penalty: 3136.798584
	Iteration 6Q: 3 clusters Score -1945383 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1945484.125000 Penalty: 3136.798584
	Iteration 7Q: 3 clusters Score -1945484 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1945541.375000 Penalty: 3136.798584
	Iteration 8Q: 3 clusters Score -1945541 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1945608.000000 Penalty: 3136.798584
	Iteration 9Q: 3 clusters Score -1945608 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1945667.250000 Penalty: 3136.798584
	Iteration 10Q: 3 clusters Score -1945667 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1945725.500000 Penalty: 3136.798584
	Iteration 11Q: 3 clusters Score -1945726 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1945803.000000 Penalty: 3136.798584
	Iteration 12Q: 3 clusters Score -1945803 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1945864.500000 Penalty: 3136.798584
	Iteration 13Q: 3 clusters Score -1945864 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1945909.625000 Penalty: 3136.798584
	Iteration 14Q: 3 clusters Score -1945910 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1945955.250000 Penalty: 3136.798584
	Iteration 15Q: 3 clusters Score -1945955 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1945980.000000 Penalty: 3136.798584
	Iteration 16Q: 3 clusters Score -1945980 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1946005.125000 Penalty: 3136.798584
	Iteration 17Q: 3 clusters Score -1946005 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1946022.750000 Penalty: 3136.798584
	Iteration 18Q: 3 clusters Score -1946023 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1946038.250000 Penalty: 3136.798584
	Iteration 19Q: 3 clusters Score -1946038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1946050.000000 Penalty: 3136.798584
	Iteration 20F: 3 clusters Score -1946050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1946063.625000 Penalty: 3136.798584
	Iteration 21Q: 3 clusters Score -1946064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1946062.750000 Penalty: 3136.798584
	Iteration 22Q: 3 clusters Score -1946063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1946073.375000 Penalty: 3136.798584
	Iteration 23Q: 3 clusters Score -1946073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1946080.750000 Penalty: 3136.798584
	Iteration 24Q: 3 clusters Score -1946081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1946082.875000 Penalty: 3136.798584
	Iteration 25Q: 3 clusters Score -1946083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1946084.000000 Penalty: 3136.798584
	Iteration 26Q: 3 clusters Score -1946084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1946086.250000 Penalty: 3136.798584
	Iteration 27Q: 3 clusters Score -1946086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1946089.750000 Penalty: 3136.798584
	Iteration 28Q: 3 clusters Score -1946090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1946088.875000 Penalty: 3136.798584
	Iteration 29Q: 3 clusters Score -1946089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1946087.750000 Penalty: 3136.798584
	Iteration 30Q: 3 clusters Score -1946088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1946091.125000 Penalty: 3136.798584
	Iteration 31Q: 3 clusters Score -1946091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1946092.375000 Penalty: 3136.798584
	Iteration 32Q: 3 clusters Score -1946092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1946091.750000 Penalty: 3136.798584
	Iteration 33Q: 3 clusters Score -1946092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1946091.750000 Penalty: 3136.798584
	Iteration 34F: 3 clusters Score -1946092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 21182 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 8025 members 
Mstep: Class 6 contains 26286 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 9489 members 
Mstep: Class 9 contains 131511 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 74713 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 84112 members 
Mstep: Class 14 contains 5193 members 
Mstep: Class 15 contains 69544 members 
Mstep: Class 16 contains 120404 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 12677 members 
Mstep: Class 20 contains 11501 members 
Mstep: Class 21 contains 7473 members 
Mstep: Class 22 contains 29870 members 
Mstep: Class 23 contains 116312 members 
Mstep: Class 24 contains 7523 members 
Entering Unmasked Estep 
Score: -108868816.000000 Penalty: 53403.488281
Splitting cluster 5 changes total score from -108861032.000000 to -108868816.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (26286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Entering Unmasked Estep 
Score: -3280259.250000 Penalty: 1653.728760
	Iteration 0F: 2 clusters Score -3280259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -3262450.500000 Penalty: 3307.457520
	Iteration 0F: 3 clusters Score -3262450 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3269117.250000 Penalty: 3307.457520
	Iteration 1F: 3 clusters Score -3269117 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3269544.750000 Penalty: 3307.457520
	Iteration 2Q: 3 clusters Score -3269545 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -3270109.500000 Penalty: 3307.457520
	Iteration 3Q: 3 clusters Score -3270110 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -3270741.500000 Penalty: 3307.457520
	Iteration 4F: 3 clusters Score -3270742 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -3271472.750000 Penalty: 3307.457520
	Iteration 5F: 3 clusters Score -3271473 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3272339.750000 Penalty: 3307.457520
	Iteration 6F: 3 clusters Score -3272340 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3273320.500000 Penalty: 3307.457520
	Iteration 7F: 3 clusters Score -3273320 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -3274420.000000 Penalty: 3307.457520
	Iteration 8F: 3 clusters Score -3274420 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3275375.750000 Penalty: 3307.457520
	Iteration 9F: 3 clusters Score -3275376 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3275917.000000 Penalty: 3307.457520
	Iteration 10Q: 3 clusters Score -3275917 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -3276230.000000 Penalty: 3307.457520
	Iteration 11Q: 3 clusters Score -3276230 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -3276403.500000 Penalty: 3307.457520
	Iteration 12Q: 3 clusters Score -3276404 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3276523.500000 Penalty: 3307.457520
	Iteration 13Q: 3 clusters Score -3276524 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3276619.500000 Penalty: 3307.457520
	Iteration 14Q: 3 clusters Score -3276620 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -3276707.500000 Penalty: 3307.457520
	Iteration 15Q: 3 clusters Score -3276708 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -3276796.750000 Penalty: 3307.457520
	Iteration 16Q: 3 clusters Score -3276797 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3276885.750000 Penalty: 3307.457520
	Iteration 17Q: 3 clusters Score -3276886 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -3276958.750000 Penalty: 3307.457520
	Iteration 18Q: 3 clusters Score -3276959 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3277002.750000 Penalty: 3307.457520
	Iteration 19Q: 3 clusters Score -3277003 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3277044.250000 Penalty: 3307.457520
	Iteration 20F: 3 clusters Score -3277044 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3277104.000000 Penalty: 3307.457520
	Iteration 21Q: 3 clusters Score -3277104 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -3277153.750000 Penalty: 3307.457520
	Iteration 22Q: 3 clusters Score -3277154 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -3277190.250000 Penalty: 3307.457520
	Iteration 23Q: 3 clusters Score -3277190 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3277241.500000 Penalty: 3307.457520
	Iteration 24Q: 3 clusters Score -3277242 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3277275.000000 Penalty: 3307.457520
	Iteration 25Q: 3 clusters Score -3277275 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3277305.750000 Penalty: 3307.457520
	Iteration 26Q: 3 clusters Score -3277306 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3277335.250000 Penalty: 3307.457520
	Iteration 27Q: 3 clusters Score -3277335 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -3277380.500000 Penalty: 3307.457520
	Iteration 28Q: 3 clusters Score -3277380 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -3277426.250000 Penalty: 3307.457520
	Iteration 29Q: 3 clusters Score -3277426 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3277475.500000 Penalty: 3307.457520
	Iteration 30Q: 3 clusters Score -3277476 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -3277513.500000 Penalty: 3307.457520
	Iteration 31Q: 3 clusters Score -3277514 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3277554.250000 Penalty: 3307.457520
	Iteration 32Q: 3 clusters Score -3277554 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3277600.000000 Penalty: 3307.457520
	Iteration 33Q: 3 clusters Score -3277600 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3277639.000000 Penalty: 3307.457520
	Iteration 34Q: 3 clusters Score -3277639 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3277673.750000 Penalty: 3307.457520
	Iteration 35Q: 3 clusters Score -3277674 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3277706.000000 Penalty: 3307.457520
	Iteration 36Q: 3 clusters Score -3277706 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3277744.500000 Penalty: 3307.457520
	Iteration 37Q: 3 clusters Score -3277744 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3277775.000000 Penalty: 3307.457520
	Iteration 38Q: 3 clusters Score -3277775 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3277811.750000 Penalty: 3307.457520
	Iteration 39Q: 3 clusters Score -3277812 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3277838.250000 Penalty: 3307.457520
	Iteration 40F: 3 clusters Score -3277838 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3277886.000000 Penalty: 3307.457520
	Iteration 41Q: 3 clusters Score -3277886 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3277922.500000 Penalty: 3307.457520
	Iteration 42Q: 3 clusters Score -3277922 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3277952.250000 Penalty: 3307.457520
	Iteration 43Q: 3 clusters Score -3277952 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3277983.000000 Penalty: 3307.457520
	Iteration 44Q: 3 clusters Score -3277983 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3278017.750000 Penalty: 3307.457520
	Iteration 45Q: 3 clusters Score -3278018 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3278047.750000 Penalty: 3307.457520
	Iteration 46Q: 3 clusters Score -3278048 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3278083.250000 Penalty: 3307.457520
	Iteration 47Q: 3 clusters Score -3278083 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3278129.250000 Penalty: 3307.457520
	Iteration 48Q: 3 clusters Score -3278129 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3278190.250000 Penalty: 3307.457520
	Iteration 49Q: 3 clusters Score -3278190 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3278241.250000 Penalty: 3307.457520
	Iteration 50Q: 3 clusters Score -3278241 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3278293.000000 Penalty: 3307.457520
	Iteration 51Q: 3 clusters Score -3278293 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3278335.750000 Penalty: 3307.457520
	Iteration 52Q: 3 clusters Score -3278336 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3278376.250000 Penalty: 3307.457520
	Iteration 53Q: 3 clusters Score -3278376 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3278431.250000 Penalty: 3307.457520
	Iteration 54Q: 3 clusters Score -3278431 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3278476.000000 Penalty: 3307.457520
	Iteration 55Q: 3 clusters Score -3278476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3278527.000000 Penalty: 3307.457520
	Iteration 56Q: 3 clusters Score -3278527 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3278564.750000 Penalty: 3307.457520
	Iteration 57Q: 3 clusters Score -3278565 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3278604.000000 Penalty: 3307.457520
	Iteration 58Q: 3 clusters Score -3278604 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3278641.750000 Penalty: 3307.457520
	Iteration 59Q: 3 clusters Score -3278642 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3278672.750000 Penalty: 3307.457520
	Iteration 60F: 3 clusters Score -3278673 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3278701.250000 Penalty: 3307.457520
	Iteration 61Q: 3 clusters Score -3278701 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3278715.250000 Penalty: 3307.457520
	Iteration 62Q: 3 clusters Score -3278715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3278732.250000 Penalty: 3307.457520
	Iteration 63Q: 3 clusters Score -3278732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3278748.000000 Penalty: 3307.457520
	Iteration 64Q: 3 clusters Score -3278748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3278764.250000 Penalty: 3307.457520
	Iteration 65Q: 3 clusters Score -3278764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3278769.500000 Penalty: 3307.457520
	Iteration 66Q: 3 clusters Score -3278770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3278778.500000 Penalty: 3307.457520
	Iteration 67Q: 3 clusters Score -3278778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3278785.500000 Penalty: 3307.457520
	Iteration 68Q: 3 clusters Score -3278786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3278786.750000 Penalty: 3307.457520
	Iteration 69Q: 3 clusters Score -3278787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3278791.000000 Penalty: 3307.457520
	Iteration 70Q: 3 clusters Score -3278791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3278799.250000 Penalty: 3307.457520
	Iteration 71Q: 3 clusters Score -3278799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3278802.250000 Penalty: 3307.457520
	Iteration 72Q: 3 clusters Score -3278802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3278803.250000 Penalty: 3307.457520
	Iteration 73Q: 3 clusters Score -3278803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3278812.000000 Penalty: 3307.457520
	Iteration 74Q: 3 clusters Score -3278812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3278812.250000 Penalty: 3307.457520
	Iteration 75Q: 3 clusters Score -3278812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3278821.250000 Penalty: 3307.457520
	Iteration 76Q: 3 clusters Score -3278821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3278819.000000 Penalty: 3307.457520
	Iteration 77Q: 3 clusters Score -3278819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3278832.750000 Penalty: 3307.457520
	Iteration 78Q: 3 clusters Score -3278833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3278833.500000 Penalty: 3307.457520
	Iteration 79Q: 3 clusters Score -3278834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3278848.250000 Penalty: 3307.457520
	Iteration 80F: 3 clusters Score -3278848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3278852.000000 Penalty: 3307.457520
	Iteration 81Q: 3 clusters Score -3278852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3278858.500000 Penalty: 3307.457520
	Iteration 82Q: 3 clusters Score -3278858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3278864.500000 Penalty: 3307.457520
	Iteration 83Q: 3 clusters Score -3278864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3278862.750000 Penalty: 3307.457520
	Iteration 84Q: 3 clusters Score -3278863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3278871.750000 Penalty: 3307.457520
	Iteration 85Q: 3 clusters Score -3278872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3278876.750000 Penalty: 3307.457520
	Iteration 86Q: 3 clusters Score -3278877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3278881.750000 Penalty: 3307.457520
	Iteration 87Q: 3 clusters Score -3278882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3278886.250000 Penalty: 3307.457520
	Iteration 88Q: 3 clusters Score -3278886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3278889.250000 Penalty: 3307.457520
	Iteration 89Q: 3 clusters Score -3278889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3278884.250000 Penalty: 3307.457520
	Iteration 90Q: 3 clusters Score -3278884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3278888.000000 Penalty: 3307.457520
	Iteration 91Q: 3 clusters Score -3278888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3278898.250000 Penalty: 3307.457520
	Iteration 92Q: 3 clusters Score -3278898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3278902.750000 Penalty: 3307.457520
	Iteration 93Q: 3 clusters Score -3278903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3278905.500000 Penalty: 3307.457520
	Iteration 94Q: 3 clusters Score -3278906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3278910.750000 Penalty: 3307.457520
	Iteration 95Q: 3 clusters Score -3278911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3278910.750000 Penalty: 3307.457520
	Iteration 96Q: 3 clusters Score -3278911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3278914.250000 Penalty: 3307.457520
	Iteration 97Q: 3 clusters Score -3278914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3278918.750000 Penalty: 3307.457520
	Iteration 98Q: 3 clusters Score -3278919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3278926.250000 Penalty: 3307.457520
	Iteration 99Q: 3 clusters Score -3278926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3278923.750000 Penalty: 3307.457520
	Iteration 100F: 3 clusters Score -3278924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3278931.750000 Penalty: 3307.457520
	Iteration 101Q: 3 clusters Score -3278932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3278931.750000 Penalty: 3307.457520
	Iteration 102Q: 3 clusters Score -3278932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3278931.250000 Penalty: 3307.457520
	Iteration 103Q: 3 clusters Score -3278931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3278934.500000 Penalty: 3307.457520
	Iteration 104Q: 3 clusters Score -3278934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3278936.250000 Penalty: 3307.457520
	Iteration 105Q: 3 clusters Score -3278936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3278938.750000 Penalty: 3307.457520
	Iteration 106Q: 3 clusters Score -3278939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3278940.750000 Penalty: 3307.457520
	Iteration 107Q: 3 clusters Score -3278941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3278944.250000 Penalty: 3307.457520
	Iteration 108Q: 3 clusters Score -3278944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3278944.250000 Penalty: 3307.457520
	Iteration 109F: 3 clusters Score -3278944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Entering Unmasked Estep 
Score: -1104032.000000 Penalty: 1483.818237
	Iteration 0F: 2 clusters Score -1104032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1097452.000000 Penalty: 2967.636475
	Iteration 0F: 3 clusters Score -1097452 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1100283.750000 Penalty: 2967.636475
	Iteration 1F: 3 clusters Score -1100284 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1101383.250000 Penalty: 2967.636475
	Iteration 2F: 3 clusters Score -1101383 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1102661.875000 Penalty: 2967.636475
	Iteration 3F: 3 clusters Score -1102662 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1103761.500000 Penalty: 2967.636475
	Iteration 4F: 3 clusters Score -1103762 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1104278.625000 Penalty: 2967.636475
	Iteration 5F: 3 clusters Score -1104279 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1104472.875000 Penalty: 2967.636475
	Iteration 6Q: 3 clusters Score -1104473 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1104554.125000 Penalty: 2967.636475
	Iteration 7Q: 3 clusters Score -1104554 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1104619.625000 Penalty: 2967.636475
	Iteration 8Q: 3 clusters Score -1104620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1104659.000000 Penalty: 2967.636475
	Iteration 9Q: 3 clusters Score -1104659 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1104695.500000 Penalty: 2967.636475
	Iteration 10Q: 3 clusters Score -1104696 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1104736.625000 Penalty: 2967.636475
	Iteration 11Q: 3 clusters Score -1104737 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1104812.875000 Penalty: 2967.636475
	Iteration 12Q: 3 clusters Score -1104813 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1104955.125000 Penalty: 2967.636475
	Iteration 13Q: 3 clusters Score -1104955 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1105152.125000 Penalty: 2967.636475
	Iteration 14Q: 3 clusters Score -1105152 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1105312.375000 Penalty: 2967.636475
	Iteration 15Q: 3 clusters Score -1105312 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1105423.750000 Penalty: 2967.636475
	Iteration 16Q: 3 clusters Score -1105424 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1105484.625000 Penalty: 2967.636475
	Iteration 17Q: 3 clusters Score -1105485 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1105511.500000 Penalty: 2967.636475
	Iteration 18Q: 3 clusters Score -1105512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1105530.125000 Penalty: 2967.636475
	Iteration 19Q: 3 clusters Score -1105530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1105537.500000 Penalty: 2967.636475
	Iteration 20F: 3 clusters Score -1105538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1105538.250000 Penalty: 2967.636475
	Iteration 21Q: 3 clusters Score -1105538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1105542.875000 Penalty: 2967.636475
	Iteration 22Q: 3 clusters Score -1105543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1105546.500000 Penalty: 2967.636475
	Iteration 23Q: 3 clusters Score -1105546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1105548.875000 Penalty: 2967.636475
	Iteration 24Q: 3 clusters Score -1105549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1105546.875000 Penalty: 2967.636475
	Iteration 25Q: 3 clusters Score -1105547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1105547.375000 Penalty: 2967.636475
	Iteration 26Q: 3 clusters Score -1105547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1105549.125000 Penalty: 2967.636475
	Iteration 27Q: 3 clusters Score -1105549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1105550.500000 Penalty: 2967.636475
	Iteration 28Q: 3 clusters Score -1105550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1105552.125000 Penalty: 2967.636475
	Iteration 29Q: 3 clusters Score -1105552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1105550.500000 Penalty: 2967.636475
	Iteration 30Q: 3 clusters Score -1105550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1105552.750000 Penalty: 2967.636475
	Iteration 31Q: 3 clusters Score -1105553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1105552.500000 Penalty: 2967.636475
	Iteration 32Q: 3 clusters Score -1105552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1105552.500000 Penalty: 2967.636475
	Iteration 33F: 3 clusters Score -1105552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 21182 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 8025 members 
Mstep: Class 6 contains 26286 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 9489 members 
Mstep: Class 9 contains 131511 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 74713 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 84112 members 
Mstep: Class 14 contains 5193 members 
Mstep: Class 15 contains 69544 members 
Mstep: Class 16 contains 120404 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 12677 members 
Mstep: Class 20 contains 11501 members 
Mstep: Class 21 contains 7473 members 
Mstep: Class 22 contains 29870 members 
Mstep: Class 23 contains 116312 members 
Mstep: Class 24 contains 7523 members 
Mstep: Class 25 contains 7127 members 
Entering Unmasked Estep 
Score: -108869448.000000 Penalty: 55628.632812
Splitting cluster 7 changes total score from -108861032.000000 to -108869448.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (9489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Entering Unmasked Estep 
Score: -1159127.625000 Penalty: 1488.156860
	Iteration 0F: 2 clusters Score -1159128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1152319.250000 Penalty: 2976.313721
	Iteration 0F: 3 clusters Score -1152319 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1154785.375000 Penalty: 2976.313721
	Iteration 1F: 3 clusters Score -1154785 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1155438.875000 Penalty: 2976.313721
	Iteration 2F: 3 clusters Score -1155439 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1156120.000000 Penalty: 2976.313721
	Iteration 3F: 3 clusters Score -1156120 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1156687.125000 Penalty: 2976.313721
	Iteration 4F: 3 clusters Score -1156687 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1157094.250000 Penalty: 2976.313721
	Iteration 5F: 3 clusters Score -1157094 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1157325.875000 Penalty: 2976.313721
	Iteration 6Q: 3 clusters Score -1157326 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1157463.000000 Penalty: 2976.313721
	Iteration 7Q: 3 clusters Score -1157463 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1157534.500000 Penalty: 2976.313721
	Iteration 8Q: 3 clusters Score -1157534 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1157588.000000 Penalty: 2976.313721
	Iteration 9Q: 3 clusters Score -1157588 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1157620.500000 Penalty: 2976.313721
	Iteration 10Q: 3 clusters Score -1157620 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1157653.125000 Penalty: 2976.313721
	Iteration 11Q: 3 clusters Score -1157653 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1157681.375000 Penalty: 2976.313721
	Iteration 12Q: 3 clusters Score -1157681 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1157727.250000 Penalty: 2976.313721
	Iteration 13Q: 3 clusters Score -1157727 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1157797.750000 Penalty: 2976.313721
	Iteration 14Q: 3 clusters Score -1157798 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1157902.125000 Penalty: 2976.313721
	Iteration 15Q: 3 clusters Score -1157902 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1158030.125000 Penalty: 2976.313721
	Iteration 16Q: 3 clusters Score -1158030 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1158153.500000 Penalty: 2976.313721
	Iteration 17Q: 3 clusters Score -1158154 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1158273.875000 Penalty: 2976.313721
	Iteration 18Q: 3 clusters Score -1158274 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1158360.625000 Penalty: 2976.313721
	Iteration 19Q: 3 clusters Score -1158361 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1158435.125000 Penalty: 2976.313721
	Iteration 20F: 3 clusters Score -1158435 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1158487.375000 Penalty: 2976.313721
	Iteration 21Q: 3 clusters Score -1158487 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1158523.625000 Penalty: 2976.313721
	Iteration 22Q: 3 clusters Score -1158524 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1158558.125000 Penalty: 2976.313721
	Iteration 23Q: 3 clusters Score -1158558 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1158586.000000 Penalty: 2976.313721
	Iteration 24Q: 3 clusters Score -1158586 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1158621.375000 Penalty: 2976.313721
	Iteration 25Q: 3 clusters Score -1158621 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1158665.625000 Penalty: 2976.313721
	Iteration 26Q: 3 clusters Score -1158666 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1158696.500000 Penalty: 2976.313721
	Iteration 27Q: 3 clusters Score -1158696 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1158727.000000 Penalty: 2976.313721
	Iteration 28Q: 3 clusters Score -1158727 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1158766.125000 Penalty: 2976.313721
	Iteration 29Q: 3 clusters Score -1158766 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1158802.000000 Penalty: 2976.313721
	Iteration 30Q: 3 clusters Score -1158802 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1158831.250000 Penalty: 2976.313721
	Iteration 31Q: 3 clusters Score -1158831 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1158855.375000 Penalty: 2976.313721
	Iteration 32Q: 3 clusters Score -1158855 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1158879.875000 Penalty: 2976.313721
	Iteration 33Q: 3 clusters Score -1158880 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1158903.500000 Penalty: 2976.313721
	Iteration 34Q: 3 clusters Score -1158904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1158925.125000 Penalty: 2976.313721
	Iteration 35Q: 3 clusters Score -1158925 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1158947.750000 Penalty: 2976.313721
	Iteration 36Q: 3 clusters Score -1158948 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1158975.625000 Penalty: 2976.313721
	Iteration 37Q: 3 clusters Score -1158976 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1159001.500000 Penalty: 2976.313721
	Iteration 38Q: 3 clusters Score -1159002 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1159029.000000 Penalty: 2976.313721
	Iteration 39Q: 3 clusters Score -1159029 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1159050.500000 Penalty: 2976.313721
	Iteration 40F: 3 clusters Score -1159050 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1159069.875000 Penalty: 2976.313721
	Iteration 41Q: 3 clusters Score -1159070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1159086.250000 Penalty: 2976.313721
	Iteration 42Q: 3 clusters Score -1159086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1159112.625000 Penalty: 2976.313721
	Iteration 43Q: 3 clusters Score -1159113 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1159132.875000 Penalty: 2976.313721
	Iteration 44Q: 3 clusters Score -1159133 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1159153.375000 Penalty: 2976.313721
	Iteration 45Q: 3 clusters Score -1159153 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1159180.750000 Penalty: 2976.313721
	Iteration 46Q: 3 clusters Score -1159181 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1159197.875000 Penalty: 2976.313721
	Iteration 47Q: 3 clusters Score -1159198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1159213.500000 Penalty: 2976.313721
	Iteration 48Q: 3 clusters Score -1159214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1159224.750000 Penalty: 2976.313721
	Iteration 49Q: 3 clusters Score -1159225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1159233.375000 Penalty: 2976.313721
	Iteration 50Q: 3 clusters Score -1159233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1159240.625000 Penalty: 2976.313721
	Iteration 51Q: 3 clusters Score -1159241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1159249.625000 Penalty: 2976.313721
	Iteration 52Q: 3 clusters Score -1159250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1159250.375000 Penalty: 2976.313721
	Iteration 53Q: 3 clusters Score -1159250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1159254.000000 Penalty: 2976.313721
	Iteration 54Q: 3 clusters Score -1159254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1159257.000000 Penalty: 2976.313721
	Iteration 55Q: 3 clusters Score -1159257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1159260.500000 Penalty: 2976.313721
	Iteration 56Q: 3 clusters Score -1159260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1159260.000000 Penalty: 2976.313721
	Iteration 57Q: 3 clusters Score -1159260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1159260.000000 Penalty: 2976.313721
	Iteration 58Q: 3 clusters Score -1159260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1159259.125000 Penalty: 2976.313721
	Iteration 59Q: 3 clusters Score -1159259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1159260.750000 Penalty: 2976.313721
	Iteration 60F: 3 clusters Score -1159261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1159259.875000 Penalty: 2976.313721
	Iteration 61Q: 3 clusters Score -1159260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1159261.500000 Penalty: 2976.313721
	Iteration 62Q: 3 clusters Score -1159262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1159264.500000 Penalty: 2976.313721
	Iteration 63Q: 3 clusters Score -1159264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1159262.375000 Penalty: 2976.313721
	Iteration 64Q: 3 clusters Score -1159262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1159264.500000 Penalty: 2976.313721
	Iteration 65Q: 3 clusters Score -1159264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1159262.875000 Penalty: 2976.313721
	Iteration 66Q: 3 clusters Score -1159263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1159265.875000 Penalty: 2976.313721
	Iteration 67Q: 3 clusters Score -1159266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1159264.250000 Penalty: 2976.313721
	Iteration 68Q: 3 clusters Score -1159264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1159266.875000 Penalty: 2976.313721
	Iteration 69Q: 3 clusters Score -1159267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1159267.125000 Penalty: 2976.313721
	Iteration 70Q: 3 clusters Score -1159267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1159267.125000 Penalty: 2976.313721
	Iteration 71F: 3 clusters Score -1159267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 21182 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 8025 members 
Mstep: Class 6 contains 26286 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 2690 members 
Mstep: Class 9 contains 131511 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 74713 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 84112 members 
Mstep: Class 14 contains 5193 members 
Mstep: Class 15 contains 69544 members 
Mstep: Class 16 contains 120404 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 12677 members 
Mstep: Class 20 contains 11501 members 
Mstep: Class 21 contains 7473 members 
Mstep: Class 22 contains 29870 members 
Mstep: Class 23 contains 116312 members 
Mstep: Class 24 contains 7523 members 
Mstep: Class 25 contains 7127 members 
Mstep: Class 26 contains 6799 members 
Entering Unmasked Estep 
Score: -108868968.000000 Penalty: 57853.777344
Splitting cluster 8 changes total score from -108861032.000000 to -108868968.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (131511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131511 members 
Entering Unmasked Estep 
Score: -16829720.000000 Penalty: 1915.362549
	Iteration 0F: 2 clusters Score -1.682972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -16747364.000000 Penalty: 3830.725098
	Iteration 0F: 3 clusters Score -1.674736e+07 nChanged 63624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -16784448.000000 Penalty: 3830.725098
	Iteration 1F: 3 clusters Score -1.678445e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 64376 members 
Entering Unmasked Estep 
Score: -16785318.000000 Penalty: 3830.725098
	Iteration 2Q: 3 clusters Score -1.678532e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67591 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
Score: -16786186.000000 Penalty: 3830.725098
	Iteration 3Q: 3 clusters Score -1.678619e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -16787268.000000 Penalty: 3830.725098
	Iteration 4Q: 3 clusters Score -1.678727e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -16788822.000000 Penalty: 3830.725098
	Iteration 5Q: 3 clusters Score -1.678882e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -16790670.000000 Penalty: 3830.725098
	Iteration 6Q: 3 clusters Score -1.679067e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70544 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -16793152.000000 Penalty: 3830.725098
	Iteration 7Q: 3 clusters Score -1.679315e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71338 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -16796288.000000 Penalty: 3830.725098
	Iteration 8F: 3 clusters Score -1.679629e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71820 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -16800414.000000 Penalty: 3830.725098
	Iteration 9F: 3 clusters Score -1.680041e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71703 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -16804956.000000 Penalty: 3830.725098
	Iteration 10F: 3 clusters Score -1.680496e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70954 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -16808906.000000 Penalty: 3830.725098
	Iteration 11F: 3 clusters Score -1.680891e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -16810690.000000 Penalty: 3830.725098
	Iteration 12Q: 3 clusters Score -1.681069e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -16811422.000000 Penalty: 3830.725098
	Iteration 13Q: 3 clusters Score -1.681142e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -16811706.000000 Penalty: 3830.725098
	Iteration 14Q: 3 clusters Score -1.681171e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -16811882.000000 Penalty: 3830.725098
	Iteration 15Q: 3 clusters Score -1.681188e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 67878 members 
Entering Unmasked Estep 
Score: -16812130.000000 Penalty: 3830.725098
	Iteration 16Q: 3 clusters Score -1.681213e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 69649 members 
Entering Unmasked Estep 
Score: -16812232.000000 Penalty: 3830.725098
	Iteration 17Q: 3 clusters Score -1.681223e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -16812332.000000 Penalty: 3830.725098
	Iteration 18Q: 3 clusters Score -1.681233e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -16812590.000000 Penalty: 3830.725098
	Iteration 19Q: 3 clusters Score -1.681259e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 74958 members 
Entering Unmasked Estep 
Score: -16812632.000000 Penalty: 3830.725098
	Iteration 20F: 3 clusters Score -1.681263e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 76606 members 
Entering Unmasked Estep 
Score: -16812800.000000 Penalty: 3830.725098
	Iteration 21Q: 3 clusters Score -1.68128e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 78219 members 
Entering Unmasked Estep 
Score: -16813002.000000 Penalty: 3830.725098
	Iteration 22Q: 3 clusters Score -1.6813e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 79953 members 
Entering Unmasked Estep 
Score: -16813302.000000 Penalty: 3830.725098
	Iteration 23Q: 3 clusters Score -1.68133e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -16813506.000000 Penalty: 3830.725098
	Iteration 24Q: 3 clusters Score -1.681351e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -16813738.000000 Penalty: 3830.725098
	Iteration 25Q: 3 clusters Score -1.681374e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 85451 members 
Entering Unmasked Estep 
Score: -16813954.000000 Penalty: 3830.725098
	Iteration 26Q: 3 clusters Score -1.681395e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -16814236.000000 Penalty: 3830.725098
	Iteration 27Q: 3 clusters Score -1.681424e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 89382 members 
Entering Unmasked Estep 
Score: -16814546.000000 Penalty: 3830.725098
	Iteration 28Q: 3 clusters Score -1.681455e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 91367 members 
Entering Unmasked Estep 
Score: -16814946.000000 Penalty: 3830.725098
	Iteration 29Q: 3 clusters Score -1.681495e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 93348 members 
Entering Unmasked Estep 
Score: -16815256.000000 Penalty: 3830.725098
	Iteration 30Q: 3 clusters Score -1.681526e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -16815508.000000 Penalty: 3830.725098
	Iteration 31Q: 3 clusters Score -1.681551e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 97228 members 
Entering Unmasked Estep 
Score: -16816004.000000 Penalty: 3830.725098
	Iteration 32Q: 3 clusters Score -1.6816e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 99169 members 
Entering Unmasked Estep 
Score: -16816342.000000 Penalty: 3830.725098
	Iteration 33Q: 3 clusters Score -1.681634e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 101064 members 
Entering Unmasked Estep 
Score: -16816888.000000 Penalty: 3830.725098
	Iteration 34Q: 3 clusters Score -1.681689e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 102953 members 
Entering Unmasked Estep 
Score: -16817260.000000 Penalty: 3830.725098
	Iteration 35Q: 3 clusters Score -1.681726e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 104775 members 
Entering Unmasked Estep 
Score: -16817730.000000 Penalty: 3830.725098
	Iteration 36Q: 3 clusters Score -1.681773e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 106606 members 
Entering Unmasked Estep 
Score: -16818216.000000 Penalty: 3830.725098
	Iteration 37Q: 3 clusters Score -1.681822e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 108435 members 
Entering Unmasked Estep 
Score: -16818720.000000 Penalty: 3830.725098
	Iteration 38Q: 3 clusters Score -1.681872e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 110240 members 
Entering Unmasked Estep 
Score: -16819740.000000 Penalty: 3830.725098
	Iteration 39Q: 3 clusters Score -1.681974e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 112098 members 
Entering Unmasked Estep 
Score: -16821050.000000 Penalty: 3830.725098
	Iteration 40F: 3 clusters Score -1.682105e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 113967 members 
Entering Unmasked Estep 
Score: -16822142.000000 Penalty: 3830.725098
	Iteration 41Q: 3 clusters Score -1.682214e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 115808 members 
Entering Unmasked Estep 
Score: -16823118.000000 Penalty: 3830.725098
	Iteration 42Q: 3 clusters Score -1.682312e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 117681 members 
Entering Unmasked Estep 
Score: -16823936.000000 Penalty: 3830.725098
	Iteration 43Q: 3 clusters Score -1.682394e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 119460 members 
Entering Unmasked Estep 
Score: -16824724.000000 Penalty: 3830.725098
	Iteration 44Q: 3 clusters Score -1.682472e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 121194 members 
Entering Unmasked Estep 
Score: -16825514.000000 Penalty: 3830.725098
	Iteration 45Q: 3 clusters Score -1.682551e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 122808 members 
Entering Unmasked Estep 
Score: -16826132.000000 Penalty: 3830.725098
	Iteration 46Q: 3 clusters Score -1.682613e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 124316 members 
Entering Unmasked Estep 
Score: -16826820.000000 Penalty: 3830.725098
	Iteration 47Q: 3 clusters Score -1.682682e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 125707 members 
Entering Unmasked Estep 
Score: -16827290.000000 Penalty: 3830.725098
	Iteration 48Q: 3 clusters Score -1.682729e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 126843 members 
Entering Unmasked Estep 
Score: -16827576.000000 Penalty: 3830.725098
	Iteration 49Q: 3 clusters Score -1.682758e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 127822 members 
Entering Unmasked Estep 
Score: -16827828.000000 Penalty: 3830.725098
	Iteration 50Q: 3 clusters Score -1.682783e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 128596 members 
Entering Unmasked Estep 
Score: -16827926.000000 Penalty: 3830.725098
	Iteration 51Q: 3 clusters Score -1.682793e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 129213 members 
Entering Unmasked Estep 
Score: -16828120.000000 Penalty: 3830.725098
	Iteration 52Q: 3 clusters Score -1.682812e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 129674 members 
Entering Unmasked Estep 
Score: -16828194.000000 Penalty: 3830.725098
	Iteration 53Q: 3 clusters Score -1.682819e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 130008 members 
Entering Unmasked Estep 
Score: -16828274.000000 Penalty: 3830.725098
	Iteration 54Q: 3 clusters Score -1.682827e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 130247 members 
Entering Unmasked Estep 
Score: -16828316.000000 Penalty: 3830.725098
	Iteration 55Q: 3 clusters Score -1.682832e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 130414 members 
Entering Unmasked Estep 
Score: -16828360.000000 Penalty: 3830.725098
	Iteration 56Q: 3 clusters Score -1.682836e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 130542 members 
Entering Unmasked Estep 
Score: -16828424.000000 Penalty: 3830.725098
	Iteration 57Q: 3 clusters Score -1.682842e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 130639 members 
Entering Unmasked Estep 
Score: -16828418.000000 Penalty: 3830.725098
	Iteration 58Q: 3 clusters Score -1.682842e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 130711 members 
Entering Unmasked Estep 
Score: -16828410.000000 Penalty: 3830.725098
	Iteration 59Q: 3 clusters Score -1.682841e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 130762 members 
Entering Unmasked Estep 
Score: -16828398.000000 Penalty: 3830.725098
	Iteration 60F: 3 clusters Score -1.68284e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 130791 members 
Entering Unmasked Estep 
Score: -16828416.000000 Penalty: 3830.725098
	Iteration 61Q: 3 clusters Score -1.682842e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 130827 members 
Entering Unmasked Estep 
Score: -16828432.000000 Penalty: 3830.725098
	Iteration 62Q: 3 clusters Score -1.682843e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 130859 members 
Entering Unmasked Estep 
Score: -16828410.000000 Penalty: 3830.725098
	Iteration 63Q: 3 clusters Score -1.682841e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 130892 members 
Entering Unmasked Estep 
Score: -16828386.000000 Penalty: 3830.725098
	Iteration 64Q: 3 clusters Score -1.682839e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 130916 members 
Entering Unmasked Estep 
Score: -16828396.000000 Penalty: 3830.725098
	Iteration 65Q: 3 clusters Score -1.68284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 130933 members 
Entering Unmasked Estep 
Score: -16828392.000000 Penalty: 3830.725098
	Iteration 66Q: 3 clusters Score -1.682839e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 130946 members 
Entering Unmasked Estep 
Score: -16828410.000000 Penalty: 3830.725098
	Iteration 67Q: 3 clusters Score -1.682841e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 130961 members 
Entering Unmasked Estep 
Score: -16828398.000000 Penalty: 3830.725098
	Iteration 68Q: 3 clusters Score -1.68284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 130969 members 
Entering Unmasked Estep 
Score: -16828402.000000 Penalty: 3830.725098
	Iteration 69Q: 3 clusters Score -1.68284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 130982 members 
Entering Unmasked Estep 
Score: -16828390.000000 Penalty: 3830.725098
	Iteration 70Q: 3 clusters Score -1.682839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 130998 members 
Entering Unmasked Estep 
Score: -16828416.000000 Penalty: 3830.725098
	Iteration 71Q: 3 clusters Score -1.682842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 131009 members 
Entering Unmasked Estep 
Score: -16828410.000000 Penalty: 3830.725098
	Iteration 72Q: 3 clusters Score -1.682841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 131014 members 
Entering Unmasked Estep 
Score: -16828406.000000 Penalty: 3830.725098
	Iteration 73Q: 3 clusters Score -1.682841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 131020 members 
Entering Unmasked Estep 
Score: -16828388.000000 Penalty: 3830.725098
	Iteration 74Q: 3 clusters Score -1.682839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 131026 members 
Entering Unmasked Estep 
Score: -16828404.000000 Penalty: 3830.725098
	Iteration 75Q: 3 clusters Score -1.68284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 131031 members 
Entering Unmasked Estep 
Score: -16828398.000000 Penalty: 3830.725098
	Iteration 76Q: 3 clusters Score -1.68284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 131036 members 
Entering Unmasked Estep 
Score: -16828394.000000 Penalty: 3830.725098
	Iteration 77Q: 3 clusters Score -1.682839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 131039 members 
Entering Unmasked Estep 
Score: -16828402.000000 Penalty: 3830.725098
	Iteration 78Q: 3 clusters Score -1.68284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 131038 members 
Entering Unmasked Estep 
Score: -16828400.000000 Penalty: 3830.725098
	Iteration 79Q: 3 clusters Score -1.68284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 131038 members 
Entering Unmasked Estep 
Score: -16828400.000000 Penalty: 3830.725098
	Iteration 80F: 3 clusters Score -1.68284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Entering Unmasked Estep 
Score: -1683168.750000 Penalty: 1544.904663
	Iteration 0F: 2 clusters Score -1683169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1673759.500000 Penalty: 3089.809326
	Iteration 0F: 3 clusters Score -1673760 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1676986.125000 Penalty: 3089.809326
	Iteration 1F: 3 clusters Score -1676986 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1677437.250000 Penalty: 3089.809326
	Iteration 2F: 3 clusters Score -1677437 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1677971.750000 Penalty: 3089.809326
	Iteration 3F: 3 clusters Score -1677972 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1678587.125000 Penalty: 3089.809326
	Iteration 4F: 3 clusters Score -1678587 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1679226.500000 Penalty: 3089.809326
	Iteration 5F: 3 clusters Score -1679226 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1679810.750000 Penalty: 3089.809326
	Iteration 6F: 3 clusters Score -1679811 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1680310.250000 Penalty: 3089.809326
	Iteration 7F: 3 clusters Score -1680310 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1680728.375000 Penalty: 3089.809326
	Iteration 8Q: 3 clusters Score -1680728 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1681128.500000 Penalty: 3089.809326
	Iteration 9Q: 3 clusters Score -1681128 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1681548.375000 Penalty: 3089.809326
	Iteration 10Q: 3 clusters Score -1681548 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1682097.500000 Penalty: 3089.809326
	Iteration 11Q: 3 clusters Score -1682098 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1682589.125000 Penalty: 3089.809326
	Iteration 12Q: 3 clusters Score -1682589 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1682869.750000 Penalty: 3089.809326
	Iteration 13Q: 3 clusters Score -1682870 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1683044.250000 Penalty: 3089.809326
	Iteration 14Q: 3 clusters Score -1683044 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1683124.250000 Penalty: 3089.809326
	Iteration 15Q: 3 clusters Score -1683124 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1683159.000000 Penalty: 3089.809326
	Iteration 16Q: 3 clusters Score -1683159 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1683182.375000 Penalty: 3089.809326
	Iteration 17Q: 3 clusters Score -1683182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1683184.750000 Penalty: 3089.809326
	Iteration 18Q: 3 clusters Score -1683185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1683196.375000 Penalty: 3089.809326
	Iteration 19Q: 3 clusters Score -1683196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1683200.750000 Penalty: 3089.809326
	Iteration 20F: 3 clusters Score -1683201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1683198.250000 Penalty: 3089.809326
	Iteration 21Q: 3 clusters Score -1683198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1683202.250000 Penalty: 3089.809326
	Iteration 22Q: 3 clusters Score -1683202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1683202.625000 Penalty: 3089.809326
	Iteration 23Q: 3 clusters Score -1683203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1683202.625000 Penalty: 3089.809326
	Iteration 24Q: 3 clusters Score -1683203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1683199.875000 Penalty: 3089.809326
	Iteration 25Q: 3 clusters Score -1683200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1683201.375000 Penalty: 3089.809326
	Iteration 26Q: 3 clusters Score -1683201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1683200.750000 Penalty: 3089.809326
	Iteration 27Q: 3 clusters Score -1683201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1683202.875000 Penalty: 3089.809326
	Iteration 28Q: 3 clusters Score -1683203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1683205.000000 Penalty: 3089.809326
	Iteration 29Q: 3 clusters Score -1683205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1683204.750000 Penalty: 3089.809326
	Iteration 30Q: 3 clusters Score -1683205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1683204.625000 Penalty: 3089.809326
	Iteration 31Q: 3 clusters Score -1683205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1683200.750000 Penalty: 3089.809326
	Iteration 32Q: 3 clusters Score -1683201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1683201.250000 Penalty: 3089.809326
	Iteration 33Q: 3 clusters Score -1683201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1683201.250000 Penalty: 3089.809326
	Iteration 34F: 3 clusters Score -1683201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 21182 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 8025 members 
Mstep: Class 6 contains 26286 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 2690 members 
Mstep: Class 9 contains 131511 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 74713 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 84112 members 
Mstep: Class 14 contains 5193 members 
Mstep: Class 15 contains 69544 members 
Mstep: Class 16 contains 120404 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 12677 members 
Mstep: Class 20 contains 11501 members 
Mstep: Class 21 contains 7473 members 
Mstep: Class 22 contains 29870 members 
Mstep: Class 23 contains 116312 members 
Mstep: Class 24 contains 7523 members 
Mstep: Class 25 contains 7127 members 
Mstep: Class 26 contains 6799 members 
Mstep: Class 27 contains 6262 members 
Entering Unmasked Estep 
Score: -108868320.000000 Penalty: 60078.925781
Splitting cluster 10 changes total score from -108861032.000000 to -108868320.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (74713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Entering Unmasked Estep 
Score: -8836562.000000 Penalty: 1823.479126
	Iteration 0F: 2 clusters Score -8836562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -8786685.000000 Penalty: 3646.958252
	Iteration 0F: 3 clusters Score -8786685 nChanged 35270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -8807597.000000 Penalty: 3646.958252
	Iteration 1F: 3 clusters Score -8807597 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -8809421.000000 Penalty: 3646.958252
	Iteration 2F: 3 clusters Score -8809421 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -8811958.000000 Penalty: 3646.958252
	Iteration 3F: 3 clusters Score -8811958 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -8815245.000000 Penalty: 3646.958252
	Iteration 4F: 3 clusters Score -8815245 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -8819429.000000 Penalty: 3646.958252
	Iteration 5F: 3 clusters Score -8819429 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -8824121.000000 Penalty: 3646.958252
	Iteration 6F: 3 clusters Score -8824121 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -8828626.000000 Penalty: 3646.958252
	Iteration 7F: 3 clusters Score -8828626 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -8831974.000000 Penalty: 3646.958252
	Iteration 8F: 3 clusters Score -8831974 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -8833857.000000 Penalty: 3646.958252
	Iteration 9Q: 3 clusters Score -8833857 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -8834842.000000 Penalty: 3646.958252
	Iteration 10Q: 3 clusters Score -8834842 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 73588 members 
Entering Unmasked Estep 
Score: -8835257.000000 Penalty: 3646.958252
	Iteration 11Q: 3 clusters Score -8835257 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -8835465.000000 Penalty: 3646.958252
	Iteration 12Q: 3 clusters Score -8835465 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 74004 members 
Entering Unmasked Estep 
Score: -8835577.000000 Penalty: 3646.958252
	Iteration 13Q: 3 clusters Score -8835577 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 74071 members 
Entering Unmasked Estep 
Score: -8835646.000000 Penalty: 3646.958252
	Iteration 14Q: 3 clusters Score -8835646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -8835697.000000 Penalty: 3646.958252
	Iteration 15Q: 3 clusters Score -8835697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 74141 members 
Entering Unmasked Estep 
Score: -8835735.000000 Penalty: 3646.958252
	Iteration 16Q: 3 clusters Score -8835735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -8835754.000000 Penalty: 3646.958252
	Iteration 17Q: 3 clusters Score -8835754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 74163 members 
Entering Unmasked Estep 
Score: -8835768.000000 Penalty: 3646.958252
	Iteration 18Q: 3 clusters Score -8835768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 74166 members 
Entering Unmasked Estep 
Score: -8835791.000000 Penalty: 3646.958252
	Iteration 19Q: 3 clusters Score -8835791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 74173 members 
Entering Unmasked Estep 
Score: -8835803.000000 Penalty: 3646.958252
	Iteration 20F: 3 clusters Score -8835803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 74178 members 
Entering Unmasked Estep 
Score: -8835808.000000 Penalty: 3646.958252
	Iteration 21Q: 3 clusters Score -8835808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -8835834.000000 Penalty: 3646.958252
	Iteration 22Q: 3 clusters Score -8835834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 74185 members 
Entering Unmasked Estep 
Score: -8835837.000000 Penalty: 3646.958252
	Iteration 23Q: 3 clusters Score -8835837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 74186 members 
Entering Unmasked Estep 
Score: -8835843.000000 Penalty: 3646.958252
	Iteration 24Q: 3 clusters Score -8835843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 74186 members 
Entering Unmasked Estep 
Score: -8835849.000000 Penalty: 3646.958252
	Iteration 25Q: 3 clusters Score -8835849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -8835848.000000 Penalty: 3646.958252
	Iteration 26Q: 3 clusters Score -8835848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 74189 members 
Entering Unmasked Estep 
Score: -8835848.000000 Penalty: 3646.958252
	Iteration 27Q: 3 clusters Score -8835848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 74190 members 
Entering Unmasked Estep 
Score: -8835857.000000 Penalty: 3646.958252
	Iteration 28Q: 3 clusters Score -8835857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 74190 members 
Entering Unmasked Estep 
Score: -8835857.000000 Penalty: 3646.958252
	Iteration 29F: 3 clusters Score -8835857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Entering Unmasked Estep 
Score: -107594.820312 Penalty: 1150.230469
	Iteration 0F: 2 clusters Score -107594.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -107036.195312 Penalty: 2300.460938
	Iteration 0F: 3 clusters Score -107036.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -111367.835938 Penalty: 2300.460938
	Iteration 1F: 3 clusters Score -111367.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -113889.140625 Penalty: 2300.460938
	Iteration 2F: 3 clusters Score -113889.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -114938.023438 Penalty: 2300.460938
	Iteration 3F: 3 clusters Score -114938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -115376.992188 Penalty: 2300.460938
	Iteration 4Q: 3 clusters Score -115377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -115535.289062 Penalty: 2300.460938
	Iteration 5Q: 3 clusters Score -115535.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -115600.414062 Penalty: 2300.460938
	Iteration 6Q: 3 clusters Score -115600.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -115644.117188 Penalty: 2300.460938
	Iteration 7Q: 3 clusters Score -115644.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -115656.476562 Penalty: 2300.460938
	Iteration 8Q: 3 clusters Score -115656.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -115663.226562 Penalty: 2300.460938
	Iteration 9Q: 3 clusters Score -115663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -115672.421875 Penalty: 2300.460938
	Iteration 10Q: 3 clusters Score -115672.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115688.890625 Penalty: 2300.460938
	Iteration 11Q: 3 clusters Score -115688.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -115703.484375 Penalty: 2300.460938
	Iteration 12Q: 3 clusters Score -115703.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -115715.671875 Penalty: 2300.460938
	Iteration 13Q: 3 clusters Score -115715.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -115729.695312 Penalty: 2300.460938
	Iteration 14Q: 3 clusters Score -115729.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -115763.234375 Penalty: 2300.460938
	Iteration 15Q: 3 clusters Score -115763.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -115814.250000 Penalty: 2300.460938
	Iteration 16Q: 3 clusters Score -115814.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -115892.773438 Penalty: 2300.460938
	Iteration 17Q: 3 clusters Score -115892.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -116022.289062 Penalty: 2300.460938
	Iteration 18Q: 3 clusters Score -116022.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -116132.515625 Penalty: 2300.460938
	Iteration 19Q: 3 clusters Score -116132.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -116264.265625 Penalty: 2300.460938
	Iteration 20F: 3 clusters Score -116264.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -116483.882812 Penalty: 2300.460938
	Iteration 21Q: 3 clusters Score -116483.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -116627.054688 Penalty: 2300.460938
	Iteration 22Q: 3 clusters Score -116627.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -116681.718750 Penalty: 2300.460938
	Iteration 23Q: 3 clusters Score -116681.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -116685.992188 Penalty: 2300.460938
	Iteration 24Q: 3 clusters Score -116686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -116685.992188 Penalty: 2300.460938
	Iteration 25F: 3 clusters Score -116686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 21182 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 8025 members 
Mstep: Class 6 contains 26286 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 2690 members 
Mstep: Class 9 contains 131511 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 74713 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 84112 members 
Mstep: Class 14 contains 5193 members 
Mstep: Class 15 contains 69544 members 
Mstep: Class 16 contains 120404 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 12677 members 
Mstep: Class 20 contains 11501 members 
Mstep: Class 21 contains 7473 members 
Mstep: Class 22 contains 29870 members 
Mstep: Class 23 contains 116312 members 
Mstep: Class 24 contains 7523 members 
Mstep: Class 25 contains 7127 members 
Mstep: Class 26 contains 6799 members 
Mstep: Class 27 contains 6262 members 
Mstep: Class 28 contains 631 members 
Entering Unmasked Estep 
Score: -108875760.000000 Penalty: 62304.070312
Splitting cluster 12 changes total score from -108861032.000000 to -108875760.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (84112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Entering Unmasked Estep 
Score: -10791572.000000 Penalty: 1842.734497
	Iteration 0F: 2 clusters Score -1.079157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -10736629.000000 Penalty: 3685.468994
	Iteration 0F: 3 clusters Score -1.073663e+07 nChanged 40037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -10760587.000000 Penalty: 3685.468994
	Iteration 1F: 3 clusters Score -1.076059e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -10761932.000000 Penalty: 3685.468994
	Iteration 2Q: 3 clusters Score -1.076193e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -10764015.000000 Penalty: 3685.468994
	Iteration 3Q: 3 clusters Score -1.076402e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -10767027.000000 Penalty: 3685.468994
	Iteration 4F: 3 clusters Score -1.076703e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 57775 members 
Entering Unmasked Estep 
Score: -10770775.000000 Penalty: 3685.468994
	Iteration 5F: 3 clusters Score -1.077078e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -10774993.000000 Penalty: 3685.468994
	Iteration 6F: 3 clusters Score -1.077499e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -10779319.000000 Penalty: 3685.468994
	Iteration 7F: 3 clusters Score -1.077932e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -10782792.000000 Penalty: 3685.468994
	Iteration 8F: 3 clusters Score -1.078279e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 70994 members 
Entering Unmasked Estep 
Score: -10785348.000000 Penalty: 3685.468994
	Iteration 9Q: 3 clusters Score -1.078535e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 72117 members 
Entering Unmasked Estep 
Score: -10786786.000000 Penalty: 3685.468994
	Iteration 10Q: 3 clusters Score -1.078679e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -10787455.000000 Penalty: 3685.468994
	Iteration 11Q: 3 clusters Score -1.078746e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 73612 members 
Entering Unmasked Estep 
Score: -10787922.000000 Penalty: 3685.468994
	Iteration 12Q: 3 clusters Score -1.078792e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 74270 members 
Entering Unmasked Estep 
Score: -10788258.000000 Penalty: 3685.468994
	Iteration 13Q: 3 clusters Score -1.078826e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 74895 members 
Entering Unmasked Estep 
Score: -10788517.000000 Penalty: 3685.468994
	Iteration 14Q: 3 clusters Score -1.078852e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -10788894.000000 Penalty: 3685.468994
	Iteration 15Q: 3 clusters Score -1.078889e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -10789093.000000 Penalty: 3685.468994
	Iteration 16Q: 3 clusters Score -1.078909e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 76605 members 
Entering Unmasked Estep 
Score: -10789339.000000 Penalty: 3685.468994
	Iteration 17Q: 3 clusters Score -1.078934e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 77058 members 
Entering Unmasked Estep 
Score: -10789478.000000 Penalty: 3685.468994
	Iteration 18Q: 3 clusters Score -1.078948e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 77471 members 
Entering Unmasked Estep 
Score: -10789617.000000 Penalty: 3685.468994
	Iteration 19Q: 3 clusters Score -1.078962e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 77839 members 
Entering Unmasked Estep 
Score: -10789676.000000 Penalty: 3685.468994
	Iteration 20F: 3 clusters Score -1.078968e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 78180 members 
Entering Unmasked Estep 
Score: -10789753.000000 Penalty: 3685.468994
	Iteration 21Q: 3 clusters Score -1.078975e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -10789840.000000 Penalty: 3685.468994
	Iteration 22Q: 3 clusters Score -1.078984e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 78821 members 
Entering Unmasked Estep 
Score: -10789922.000000 Penalty: 3685.468994
	Iteration 23Q: 3 clusters Score -1.078992e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -10789997.000000 Penalty: 3685.468994
	Iteration 24Q: 3 clusters Score -1.079e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 79347 members 
Entering Unmasked Estep 
Score: -10790059.000000 Penalty: 3685.468994
	Iteration 25Q: 3 clusters Score -1.079006e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
Score: -10790110.000000 Penalty: 3685.468994
	Iteration 26Q: 3 clusters Score -1.079011e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 79750 members 
Entering Unmasked Estep 
Score: -10790162.000000 Penalty: 3685.468994
	Iteration 27Q: 3 clusters Score -1.079016e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
Score: -10790169.000000 Penalty: 3685.468994
	Iteration 28Q: 3 clusters Score -1.079017e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 80050 members 
Entering Unmasked Estep 
Score: -10790174.000000 Penalty: 3685.468994
	Iteration 29Q: 3 clusters Score -1.079017e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -10790207.000000 Penalty: 3685.468994
	Iteration 30Q: 3 clusters Score -1.079021e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -10790188.000000 Penalty: 3685.468994
	Iteration 31Q: 3 clusters Score -1.079019e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -10790186.000000 Penalty: 3685.468994
	Iteration 32Q: 3 clusters Score -1.079019e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 80510 members 
Entering Unmasked Estep 
Score: -10790221.000000 Penalty: 3685.468994
	Iteration 33Q: 3 clusters Score -1.079022e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 80594 members 
Entering Unmasked Estep 
Score: -10790227.000000 Penalty: 3685.468994
	Iteration 34Q: 3 clusters Score -1.079023e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 80682 members 
Entering Unmasked Estep 
Score: -10790251.000000 Penalty: 3685.468994
	Iteration 35Q: 3 clusters Score -1.079025e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 80761 members 
Entering Unmasked Estep 
Score: -10790254.000000 Penalty: 3685.468994
	Iteration 36Q: 3 clusters Score -1.079025e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
Score: -10790288.000000 Penalty: 3685.468994
	Iteration 37Q: 3 clusters Score -1.079029e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -10790289.000000 Penalty: 3685.468994
	Iteration 38Q: 3 clusters Score -1.079029e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -10790291.000000 Penalty: 3685.468994
	Iteration 39Q: 3 clusters Score -1.079029e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -10790295.000000 Penalty: 3685.468994
	Iteration 40F: 3 clusters Score -1.07903e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -10790301.000000 Penalty: 3685.468994
	Iteration 41Q: 3 clusters Score -1.07903e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 81096 members 
Entering Unmasked Estep 
Score: -10790319.000000 Penalty: 3685.468994
	Iteration 42Q: 3 clusters Score -1.079032e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -10790322.000000 Penalty: 3685.468994
	Iteration 43Q: 3 clusters Score -1.079032e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 81151 members 
Entering Unmasked Estep 
Score: -10790339.000000 Penalty: 3685.468994
	Iteration 44Q: 3 clusters Score -1.079034e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 81172 members 
Entering Unmasked Estep 
Score: -10790349.000000 Penalty: 3685.468994
	Iteration 45Q: 3 clusters Score -1.079035e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 81193 members 
Entering Unmasked Estep 
Score: -10790349.000000 Penalty: 3685.468994
	Iteration 46Q: 3 clusters Score -1.079035e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 81217 members 
Entering Unmasked Estep 
Score: -10790354.000000 Penalty: 3685.468994
	Iteration 47Q: 3 clusters Score -1.079035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 81233 members 
Entering Unmasked Estep 
Score: -10790370.000000 Penalty: 3685.468994
	Iteration 48Q: 3 clusters Score -1.079037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -10790377.000000 Penalty: 3685.468994
	Iteration 49Q: 3 clusters Score -1.079038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 81255 members 
Entering Unmasked Estep 
Score: -10790383.000000 Penalty: 3685.468994
	Iteration 50Q: 3 clusters Score -1.079038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 81270 members 
Entering Unmasked Estep 
Score: -10790379.000000 Penalty: 3685.468994
	Iteration 51Q: 3 clusters Score -1.079038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 81282 members 
Entering Unmasked Estep 
Score: -10790360.000000 Penalty: 3685.468994
	Iteration 52Q: 3 clusters Score -1.079036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 81286 members 
Entering Unmasked Estep 
Score: -10790366.000000 Penalty: 3685.468994
	Iteration 53Q: 3 clusters Score -1.079037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -10790368.000000 Penalty: 3685.468994
	Iteration 54Q: 3 clusters Score -1.079037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -10790359.000000 Penalty: 3685.468994
	Iteration 55Q: 3 clusters Score -1.079036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -10790370.000000 Penalty: 3685.468994
	Iteration 56Q: 3 clusters Score -1.079037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 81313 members 
Entering Unmasked Estep 
Score: -10790363.000000 Penalty: 3685.468994
	Iteration 57Q: 3 clusters Score -1.079036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -10790368.000000 Penalty: 3685.468994
	Iteration 58Q: 3 clusters Score -1.079037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -10790358.000000 Penalty: 3685.468994
	Iteration 59Q: 3 clusters Score -1.079036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 81348 members 
Entering Unmasked Estep 
Score: -10790363.000000 Penalty: 3685.468994
	Iteration 60F: 3 clusters Score -1.079036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -10790365.000000 Penalty: 3685.468994
	Iteration 61Q: 3 clusters Score -1.079036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -10790367.000000 Penalty: 3685.468994
	Iteration 62Q: 3 clusters Score -1.079037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -10790369.000000 Penalty: 3685.468994
	Iteration 63Q: 3 clusters Score -1.079037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -10790370.000000 Penalty: 3685.468994
	Iteration 64Q: 3 clusters Score -1.079037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 81394 members 
Entering Unmasked Estep 
Score: -10790378.000000 Penalty: 3685.468994
	Iteration 65Q: 3 clusters Score -1.079038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 81398 members 
Entering Unmasked Estep 
Score: -10790373.000000 Penalty: 3685.468994
	Iteration 66Q: 3 clusters Score -1.079037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 81403 members 
Entering Unmasked Estep 
Score: -10790377.000000 Penalty: 3685.468994
	Iteration 67Q: 3 clusters Score -1.079038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -10790383.000000 Penalty: 3685.468994
	Iteration 68Q: 3 clusters Score -1.079038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 81422 members 
Entering Unmasked Estep 
Score: -10790382.000000 Penalty: 3685.468994
	Iteration 69Q: 3 clusters Score -1.079038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 81429 members 
Entering Unmasked Estep 
Score: -10790372.000000 Penalty: 3685.468994
	Iteration 70Q: 3 clusters Score -1.079037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 81432 members 
Entering Unmasked Estep 
Score: -10790376.000000 Penalty: 3685.468994
	Iteration 71Q: 3 clusters Score -1.079038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
Score: -10790377.000000 Penalty: 3685.468994
	Iteration 72Q: 3 clusters Score -1.079038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -10790377.000000 Penalty: 3685.468994
	Iteration 73Q: 3 clusters Score -1.079038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
Score: -10790375.000000 Penalty: 3685.468994
	Iteration 74Q: 3 clusters Score -1.079038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 81455 members 
Entering Unmasked Estep 
Score: -10790374.000000 Penalty: 3685.468994
	Iteration 75Q: 3 clusters Score -1.079037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -10790375.000000 Penalty: 3685.468994
	Iteration 76Q: 3 clusters Score -1.079038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -10790381.000000 Penalty: 3685.468994
	Iteration 77Q: 3 clusters Score -1.079038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
Score: -10790381.000000 Penalty: 3685.468994
	Iteration 78Q: 3 clusters Score -1.079038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 81462 members 
Entering Unmasked Estep 
Score: -10790388.000000 Penalty: 3685.468994
	Iteration 79Q: 3 clusters Score -1.079039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 81462 members 
Entering Unmasked Estep 
Score: -10790388.000000 Penalty: 3685.468994
	Iteration 80F: 3 clusters Score -1.079039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Entering Unmasked Estep 
Score: -558558.625000 Penalty: 1390.198364
	Iteration 0F: 2 clusters Score -558558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -554497.375000 Penalty: 2780.396729
	Iteration 0F: 3 clusters Score -554497.4 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -556115.375000 Penalty: 2780.396729
	Iteration 1F: 3 clusters Score -556115.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -556793.937500 Penalty: 2780.396729
	Iteration 2F: 3 clusters Score -556793.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -557447.500000 Penalty: 2780.396729
	Iteration 3F: 3 clusters Score -557447.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -558029.312500 Penalty: 2780.396729
	Iteration 4F: 3 clusters Score -558029.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -558462.250000 Penalty: 2780.396729
	Iteration 5F: 3 clusters Score -558462.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -558746.687500 Penalty: 2780.396729
	Iteration 6Q: 3 clusters Score -558746.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -558973.937500 Penalty: 2780.396729
	Iteration 7Q: 3 clusters Score -558973.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -559095.500000 Penalty: 2780.396729
	Iteration 8Q: 3 clusters Score -559095.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -559163.875000 Penalty: 2780.396729
	Iteration 9Q: 3 clusters Score -559163.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -559201.375000 Penalty: 2780.396729
	Iteration 10Q: 3 clusters Score -559201.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -559230.000000 Penalty: 2780.396729
	Iteration 11Q: 3 clusters Score -559230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -559255.250000 Penalty: 2780.396729
	Iteration 12Q: 3 clusters Score -559255.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -559277.312500 Penalty: 2780.396729
	Iteration 13Q: 3 clusters Score -559277.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -559297.687500 Penalty: 2780.396729
	Iteration 14Q: 3 clusters Score -559297.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -559317.062500 Penalty: 2780.396729
	Iteration 15Q: 3 clusters Score -559317.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -559325.562500 Penalty: 2780.396729
	Iteration 16Q: 3 clusters Score -559325.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -559330.312500 Penalty: 2780.396729
	Iteration 17Q: 3 clusters Score -559330.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -559331.750000 Penalty: 2780.396729
	Iteration 18Q: 3 clusters Score -559331.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -559333.937500 Penalty: 2780.396729
	Iteration 19Q: 3 clusters Score -559333.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -559335.937500 Penalty: 2780.396729
	Iteration 20F: 3 clusters Score -559335.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -559337.375000 Penalty: 2780.396729
	Iteration 21Q: 3 clusters Score -559337.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -559337.062500 Penalty: 2780.396729
	Iteration 22Q: 3 clusters Score -559337.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -559338.687500 Penalty: 2780.396729
	Iteration 23Q: 3 clusters Score -559338.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -559340.125000 Penalty: 2780.396729
	Iteration 24Q: 3 clusters Score -559340.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -559339.687500 Penalty: 2780.396729
	Iteration 25Q: 3 clusters Score -559339.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -559340.750000 Penalty: 2780.396729
	Iteration 26Q: 3 clusters Score -559340.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -559342.062500 Penalty: 2780.396729
	Iteration 27Q: 3 clusters Score -559342.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -559343.875000 Penalty: 2780.396729
	Iteration 28Q: 3 clusters Score -559343.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -559343.625000 Penalty: 2780.396729
	Iteration 29Q: 3 clusters Score -559343.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -559344.625000 Penalty: 2780.396729
	Iteration 30Q: 3 clusters Score -559344.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -559344.625000 Penalty: 2780.396729
	Iteration 31Q: 3 clusters Score -559344.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -559346.437500 Penalty: 2780.396729
	Iteration 32Q: 3 clusters Score -559346.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -559346.937500 Penalty: 2780.396729
	Iteration 33Q: 3 clusters Score -559346.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -559347.375000 Penalty: 2780.396729
	Iteration 34Q: 3 clusters Score -559347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -559349.062500 Penalty: 2780.396729
	Iteration 35Q: 3 clusters Score -559349.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -559348.375000 Penalty: 2780.396729
	Iteration 36Q: 3 clusters Score -559348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -559350.625000 Penalty: 2780.396729
	Iteration 37Q: 3 clusters Score -559350.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -559350.500000 Penalty: 2780.396729
	Iteration 38Q: 3 clusters Score -559350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -559350.812500 Penalty: 2780.396729
	Iteration 39Q: 3 clusters Score -559350.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -559351.625000 Penalty: 2780.396729
	Iteration 40F: 3 clusters Score -559351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -559350.500000 Penalty: 2780.396729
	Iteration 41Q: 3 clusters Score -559350.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -559351.062500 Penalty: 2780.396729
	Iteration 42Q: 3 clusters Score -559351.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -559353.812500 Penalty: 2780.396729
	Iteration 43Q: 3 clusters Score -559353.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -559353.812500 Penalty: 2780.396729
	Iteration 44Q: 3 clusters Score -559353.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -559356.000000 Penalty: 2780.396729
	Iteration 45Q: 3 clusters Score -559356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -559357.750000 Penalty: 2780.396729
	Iteration 46Q: 3 clusters Score -559357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -559355.687500 Penalty: 2780.396729
	Iteration 47Q: 3 clusters Score -559355.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -559358.812500 Penalty: 2780.396729
	Iteration 48Q: 3 clusters Score -559358.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -559360.687500 Penalty: 2780.396729
	Iteration 49Q: 3 clusters Score -559360.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -559361.625000 Penalty: 2780.396729
	Iteration 50Q: 3 clusters Score -559361.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -559363.187500 Penalty: 2780.396729
	Iteration 51Q: 3 clusters Score -559363.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -559365.500000 Penalty: 2780.396729
	Iteration 52Q: 3 clusters Score -559365.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -559370.125000 Penalty: 2780.396729
	Iteration 53Q: 3 clusters Score -559370.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -559370.687500 Penalty: 2780.396729
	Iteration 54Q: 3 clusters Score -559370.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -559372.562500 Penalty: 2780.396729
	Iteration 55Q: 3 clusters Score -559372.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -559372.750000 Penalty: 2780.396729
	Iteration 56Q: 3 clusters Score -559372.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -559372.750000 Penalty: 2780.396729
	Iteration 57F: 3 clusters Score -559372.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 21182 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 8025 members 
Mstep: Class 6 contains 26286 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 2690 members 
Mstep: Class 9 contains 131511 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 74713 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 84112 members 
Mstep: Class 14 contains 2612 members 
Mstep: Class 15 contains 69544 members 
Mstep: Class 16 contains 120404 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 12677 members 
Mstep: Class 20 contains 11501 members 
Mstep: Class 21 contains 7473 members 
Mstep: Class 22 contains 29870 members 
Mstep: Class 23 contains 116312 members 
Mstep: Class 24 contains 7523 members 
Mstep: Class 25 contains 7127 members 
Mstep: Class 26 contains 6799 members 
Mstep: Class 27 contains 6262 members 
Mstep: Class 28 contains 631 members 
Mstep: Class 29 contains 2581 members 
Entering Unmasked Estep 
Score: -108875696.000000 Penalty: 64529.214844
Splitting cluster 14 changes total score from -108861032.000000 to -108875696.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (69544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Entering Unmasked Estep 
Score: -8822061.000000 Penalty: 1811.828613
	Iteration 0F: 2 clusters Score -8822061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -8775624.000000 Penalty: 3623.657227
	Iteration 0F: 3 clusters Score -8775624 nChanged 32925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -8794528.000000 Penalty: 3623.657227
	Iteration 1F: 3 clusters Score -8794528 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -8795614.000000 Penalty: 3623.657227
	Iteration 2Q: 3 clusters Score -8795614 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -8797559.000000 Penalty: 3623.657227
	Iteration 3Q: 3 clusters Score -8797559 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -8800540.000000 Penalty: 3623.657227
	Iteration 4F: 3 clusters Score -8800540 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -8803823.000000 Penalty: 3623.657227
	Iteration 5F: 3 clusters Score -8803823 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -8806998.000000 Penalty: 3623.657227
	Iteration 6F: 3 clusters Score -8806998 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -8810328.000000 Penalty: 3623.657227
	Iteration 7F: 3 clusters Score -8810328 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -8814225.000000 Penalty: 3623.657227
	Iteration 8F: 3 clusters Score -8814225 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -8818525.000000 Penalty: 3623.657227
	Iteration 9F: 3 clusters Score -8818525 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -8821862.000000 Penalty: 3623.657227
	Iteration 10F: 3 clusters Score -8821862 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -8823922.000000 Penalty: 3623.657227
	Iteration 11Q: 3 clusters Score -8823922 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -8825295.000000 Penalty: 3623.657227
	Iteration 12Q: 3 clusters Score -8825295 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -8826402.000000 Penalty: 3623.657227
	Iteration 13Q: 3 clusters Score -8826402 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -8827408.000000 Penalty: 3623.657227
	Iteration 14Q: 3 clusters Score -8827408 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -8828388.000000 Penalty: 3623.657227
	Iteration 15Q: 3 clusters Score -8828388 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -8829234.000000 Penalty: 3623.657227
	Iteration 16Q: 3 clusters Score -8829234 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -8829777.000000 Penalty: 3623.657227
	Iteration 17Q: 3 clusters Score -8829777 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -8830161.000000 Penalty: 3623.657227
	Iteration 18Q: 3 clusters Score -8830161 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -8830413.000000 Penalty: 3623.657227
	Iteration 19Q: 3 clusters Score -8830413 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -8830572.000000 Penalty: 3623.657227
	Iteration 20F: 3 clusters Score -8830572 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -8830637.000000 Penalty: 3623.657227
	Iteration 21Q: 3 clusters Score -8830637 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -8830697.000000 Penalty: 3623.657227
	Iteration 22Q: 3 clusters Score -8830697 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -8830750.000000 Penalty: 3623.657227
	Iteration 23Q: 3 clusters Score -8830750 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -8830798.000000 Penalty: 3623.657227
	Iteration 24Q: 3 clusters Score -8830798 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -8830802.000000 Penalty: 3623.657227
	Iteration 25Q: 3 clusters Score -8830802 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -8830809.000000 Penalty: 3623.657227
	Iteration 26Q: 3 clusters Score -8830809 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -8830826.000000 Penalty: 3623.657227
	Iteration 27Q: 3 clusters Score -8830826 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -8830814.000000 Penalty: 3623.657227
	Iteration 28Q: 3 clusters Score -8830814 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -8830828.000000 Penalty: 3623.657227
	Iteration 29Q: 3 clusters Score -8830828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -8830836.000000 Penalty: 3623.657227
	Iteration 30Q: 3 clusters Score -8830836 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -8830857.000000 Penalty: 3623.657227
	Iteration 31Q: 3 clusters Score -8830857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -8830845.000000 Penalty: 3623.657227
	Iteration 32Q: 3 clusters Score -8830845 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -8830850.000000 Penalty: 3623.657227
	Iteration 33Q: 3 clusters Score -8830850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -8830865.000000 Penalty: 3623.657227
	Iteration 34Q: 3 clusters Score -8830865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -8830873.000000 Penalty: 3623.657227
	Iteration 35Q: 3 clusters Score -8830873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -8830865.000000 Penalty: 3623.657227
	Iteration 36Q: 3 clusters Score -8830865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -8830870.000000 Penalty: 3623.657227
	Iteration 37Q: 3 clusters Score -8830870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -8830866.000000 Penalty: 3623.657227
	Iteration 38Q: 3 clusters Score -8830866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -8830873.000000 Penalty: 3623.657227
	Iteration 39Q: 3 clusters Score -8830873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -8830877.000000 Penalty: 3623.657227
	Iteration 40F: 3 clusters Score -8830877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -8830875.000000 Penalty: 3623.657227
	Iteration 41Q: 3 clusters Score -8830875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -8830863.000000 Penalty: 3623.657227
	Iteration 42Q: 3 clusters Score -8830863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -8830872.000000 Penalty: 3623.657227
	Iteration 43Q: 3 clusters Score -8830872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -8830864.000000 Penalty: 3623.657227
	Iteration 44Q: 3 clusters Score -8830864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -8830864.000000 Penalty: 3623.657227
	Iteration 45F: 3 clusters Score -8830864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 21182 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 8025 members 
Mstep: Class 6 contains 26286 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 2690 members 
Mstep: Class 9 contains 131511 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 74713 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 84112 members 
Mstep: Class 14 contains 2612 members 
Mstep: Class 15 contains 37688 members 
Mstep: Class 16 contains 120404 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 12677 members 
Mstep: Class 20 contains 11501 members 
Mstep: Class 21 contains 7473 members 
Mstep: Class 22 contains 29870 members 
Mstep: Class 23 contains 116312 members 
Mstep: Class 24 contains 7523 members 
Mstep: Class 25 contains 7127 members 
Mstep: Class 26 contains 6799 members 
Mstep: Class 27 contains 6262 members 
Mstep: Class 28 contains 631 members 
Mstep: Class 29 contains 2581 members 
Mstep: Class 30 contains 31856 members 
Entering Unmasked Estep 
Score: -108883768.000000 Penalty: 66754.359375
Splitting cluster 15 changes total score from -108861032.000000 to -108883768.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (120404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120404 members 
Entering Unmasked Estep 
Score: -15230423.000000 Penalty: 1901.023926
	Iteration 0F: 2 clusters Score -1.523042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -15152723.000000 Penalty: 3802.047852
	Iteration 0F: 3 clusters Score -1.515272e+07 nChanged 57878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -15187934.000000 Penalty: 3802.047852
	Iteration 1F: 3 clusters Score -1.518793e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -15190215.000000 Penalty: 3802.047852
	Iteration 2Q: 3 clusters Score -1.519022e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -15193395.000000 Penalty: 3802.047852
	Iteration 3F: 3 clusters Score -1.51934e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -15198574.000000 Penalty: 3802.047852
	Iteration 4F: 3 clusters Score -1.519857e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -15205496.000000 Penalty: 3802.047852
	Iteration 5F: 3 clusters Score -1.52055e+07 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -15212650.000000 Penalty: 3802.047852
	Iteration 6F: 3 clusters Score -1.521265e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -15217394.000000 Penalty: 3802.047852
	Iteration 7F: 3 clusters Score -1.521739e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -15219586.000000 Penalty: 3802.047852
	Iteration 8Q: 3 clusters Score -1.521959e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71727 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -15220556.000000 Penalty: 3802.047852
	Iteration 9Q: 3 clusters Score -1.522056e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -15221337.000000 Penalty: 3802.047852
	Iteration 10Q: 3 clusters Score -1.522134e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -15222007.000000 Penalty: 3802.047852
	Iteration 11Q: 3 clusters Score -1.522201e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -15222604.000000 Penalty: 3802.047852
	Iteration 12Q: 3 clusters Score -1.52226e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -15223328.000000 Penalty: 3802.047852
	Iteration 13Q: 3 clusters Score -1.522333e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -15224036.000000 Penalty: 3802.047852
	Iteration 14Q: 3 clusters Score -1.522404e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -15224804.000000 Penalty: 3802.047852
	Iteration 15Q: 3 clusters Score -1.52248e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81787 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -15225449.000000 Penalty: 3802.047852
	Iteration 16Q: 3 clusters Score -1.522545e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -15226040.000000 Penalty: 3802.047852
	Iteration 17Q: 3 clusters Score -1.522604e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -15226612.000000 Penalty: 3802.047852
	Iteration 18Q: 3 clusters Score -1.522661e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85710 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -15227110.000000 Penalty: 3802.047852
	Iteration 19Q: 3 clusters Score -1.522711e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -15227524.000000 Penalty: 3802.047852
	Iteration 20F: 3 clusters Score -1.522752e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88119 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -15227865.000000 Penalty: 3802.047852
	Iteration 21Q: 3 clusters Score -1.522786e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -15228262.000000 Penalty: 3802.047852
	Iteration 22Q: 3 clusters Score -1.522826e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90406 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -15228646.000000 Penalty: 3802.047852
	Iteration 23Q: 3 clusters Score -1.522865e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91526 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -15228929.000000 Penalty: 3802.047852
	Iteration 24Q: 3 clusters Score -1.522893e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92571 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -15229168.000000 Penalty: 3802.047852
	Iteration 25Q: 3 clusters Score -1.522917e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93585 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -15229435.000000 Penalty: 3802.047852
	Iteration 26Q: 3 clusters Score -1.522944e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94579 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -15229657.000000 Penalty: 3802.047852
	Iteration 27Q: 3 clusters Score -1.522966e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -15229969.000000 Penalty: 3802.047852
	Iteration 28Q: 3 clusters Score -1.522997e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96519 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -15230189.000000 Penalty: 3802.047852
	Iteration 29Q: 3 clusters Score -1.523019e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97453 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -15230503.000000 Penalty: 3802.047852
	Iteration 30Q: 3 clusters Score -1.52305e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98335 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -15230729.000000 Penalty: 3802.047852
	Iteration 31Q: 3 clusters Score -1.523073e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99150 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -15230990.000000 Penalty: 3802.047852
	Iteration 32Q: 3 clusters Score -1.523099e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99932 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -15231175.000000 Penalty: 3802.047852
	Iteration 33Q: 3 clusters Score -1.523118e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100707 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -15231339.000000 Penalty: 3802.047852
	Iteration 34Q: 3 clusters Score -1.523134e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101435 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -15231475.000000 Penalty: 3802.047852
	Iteration 35Q: 3 clusters Score -1.523148e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102108 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -15231615.000000 Penalty: 3802.047852
	Iteration 36Q: 3 clusters Score -1.523162e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -15231734.000000 Penalty: 3802.047852
	Iteration 37Q: 3 clusters Score -1.523173e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103302 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -15231827.000000 Penalty: 3802.047852
	Iteration 38Q: 3 clusters Score -1.523183e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103851 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -15231925.000000 Penalty: 3802.047852
	Iteration 39Q: 3 clusters Score -1.523192e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104365 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -15232011.000000 Penalty: 3802.047852
	Iteration 40F: 3 clusters Score -1.523201e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104848 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -15232118.000000 Penalty: 3802.047852
	Iteration 41Q: 3 clusters Score -1.523212e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105327 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -15232195.000000 Penalty: 3802.047852
	Iteration 42Q: 3 clusters Score -1.52322e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105786 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -15232336.000000 Penalty: 3802.047852
	Iteration 43Q: 3 clusters Score -1.523234e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106216 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -15232425.000000 Penalty: 3802.047852
	Iteration 44Q: 3 clusters Score -1.523242e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106590 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -15232474.000000 Penalty: 3802.047852
	Iteration 45Q: 3 clusters Score -1.523247e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106955 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -15232567.000000 Penalty: 3802.047852
	Iteration 46Q: 3 clusters Score -1.523257e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107313 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -15232606.000000 Penalty: 3802.047852
	Iteration 47Q: 3 clusters Score -1.523261e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107649 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -15232678.000000 Penalty: 3802.047852
	Iteration 48Q: 3 clusters Score -1.523268e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107977 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -15232808.000000 Penalty: 3802.047852
	Iteration 49Q: 3 clusters Score -1.523281e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108289 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -15232852.000000 Penalty: 3802.047852
	Iteration 50Q: 3 clusters Score -1.523285e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108561 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -15232920.000000 Penalty: 3802.047852
	Iteration 51Q: 3 clusters Score -1.523292e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108817 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -15232972.000000 Penalty: 3802.047852
	Iteration 52Q: 3 clusters Score -1.523297e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109056 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -15233076.000000 Penalty: 3802.047852
	Iteration 53Q: 3 clusters Score -1.523308e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109284 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -15233118.000000 Penalty: 3802.047852
	Iteration 54Q: 3 clusters Score -1.523312e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109508 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -15233194.000000 Penalty: 3802.047852
	Iteration 55Q: 3 clusters Score -1.523319e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -15233190.000000 Penalty: 3802.047852
	Iteration 56Q: 3 clusters Score -1.523319e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109936 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -15233253.000000 Penalty: 3802.047852
	Iteration 57Q: 3 clusters Score -1.523325e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110131 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -15233333.000000 Penalty: 3802.047852
	Iteration 58Q: 3 clusters Score -1.523333e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110321 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -15233350.000000 Penalty: 3802.047852
	Iteration 59Q: 3 clusters Score -1.523335e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110544 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -15233422.000000 Penalty: 3802.047852
	Iteration 60F: 3 clusters Score -1.523342e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110764 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -15233512.000000 Penalty: 3802.047852
	Iteration 61Q: 3 clusters Score -1.523351e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110979 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -15233563.000000 Penalty: 3802.047852
	Iteration 62Q: 3 clusters Score -1.523356e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -15233647.000000 Penalty: 3802.047852
	Iteration 63Q: 3 clusters Score -1.523365e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111448 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -15233693.000000 Penalty: 3802.047852
	Iteration 64Q: 3 clusters Score -1.523369e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111691 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -15233735.000000 Penalty: 3802.047852
	Iteration 65Q: 3 clusters Score -1.523374e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111910 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -15233772.000000 Penalty: 3802.047852
	Iteration 66Q: 3 clusters Score -1.523377e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112127 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -15233811.000000 Penalty: 3802.047852
	Iteration 67Q: 3 clusters Score -1.523381e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112349 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -15233833.000000 Penalty: 3802.047852
	Iteration 68Q: 3 clusters Score -1.523383e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112571 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -15233842.000000 Penalty: 3802.047852
	Iteration 69Q: 3 clusters Score -1.523384e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112786 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -15233877.000000 Penalty: 3802.047852
	Iteration 70Q: 3 clusters Score -1.523388e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112989 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -15233882.000000 Penalty: 3802.047852
	Iteration 71Q: 3 clusters Score -1.523388e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113162 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -15233879.000000 Penalty: 3802.047852
	Iteration 72Q: 3 clusters Score -1.523388e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113310 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -15233882.000000 Penalty: 3802.047852
	Iteration 73Q: 3 clusters Score -1.523388e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113455 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -15233845.000000 Penalty: 3802.047852
	Iteration 74Q: 3 clusters Score -1.523384e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113595 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -15233843.000000 Penalty: 3802.047852
	Iteration 75Q: 3 clusters Score -1.523384e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113724 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -15233818.000000 Penalty: 3802.047852
	Iteration 76Q: 3 clusters Score -1.523382e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113829 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -15233803.000000 Penalty: 3802.047852
	Iteration 77Q: 3 clusters Score -1.52338e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113935 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -15233773.000000 Penalty: 3802.047852
	Iteration 78Q: 3 clusters Score -1.523377e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114052 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -15233783.000000 Penalty: 3802.047852
	Iteration 79Q: 3 clusters Score -1.523378e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114168 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -15233755.000000 Penalty: 3802.047852
	Iteration 80F: 3 clusters Score -1.523376e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114272 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -15233750.000000 Penalty: 3802.047852
	Iteration 81Q: 3 clusters Score -1.523375e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114388 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -15233728.000000 Penalty: 3802.047852
	Iteration 82Q: 3 clusters Score -1.523373e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114497 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -15233746.000000 Penalty: 3802.047852
	Iteration 83Q: 3 clusters Score -1.523375e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114603 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -15233729.000000 Penalty: 3802.047852
	Iteration 84Q: 3 clusters Score -1.523373e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114709 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -15233709.000000 Penalty: 3802.047852
	Iteration 85Q: 3 clusters Score -1.523371e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114805 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -15233684.000000 Penalty: 3802.047852
	Iteration 86Q: 3 clusters Score -1.523368e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114878 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -15233696.000000 Penalty: 3802.047852
	Iteration 87Q: 3 clusters Score -1.52337e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -15233656.000000 Penalty: 3802.047852
	Iteration 88Q: 3 clusters Score -1.523366e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115016 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -15233623.000000 Penalty: 3802.047852
	Iteration 89Q: 3 clusters Score -1.523362e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115089 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -15233593.000000 Penalty: 3802.047852
	Iteration 90Q: 3 clusters Score -1.523359e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115143 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -15233574.000000 Penalty: 3802.047852
	Iteration 91Q: 3 clusters Score -1.523357e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115201 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -15233572.000000 Penalty: 3802.047852
	Iteration 92Q: 3 clusters Score -1.523357e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115251 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -15233578.000000 Penalty: 3802.047852
	Iteration 93Q: 3 clusters Score -1.523358e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115294 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -15233578.000000 Penalty: 3802.047852
	Iteration 94Q: 3 clusters Score -1.523358e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115330 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -15233577.000000 Penalty: 3802.047852
	Iteration 95Q: 3 clusters Score -1.523358e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115362 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -15233560.000000 Penalty: 3802.047852
	Iteration 96Q: 3 clusters Score -1.523356e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115397 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -15233535.000000 Penalty: 3802.047852
	Iteration 97Q: 3 clusters Score -1.523354e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115432 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -15233532.000000 Penalty: 3802.047852
	Iteration 98Q: 3 clusters Score -1.523353e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115462 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -15233507.000000 Penalty: 3802.047852
	Iteration 99Q: 3 clusters Score -1.523351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115486 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -15233528.000000 Penalty: 3802.047852
	Iteration 100F: 3 clusters Score -1.523353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115509 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -15233504.000000 Penalty: 3802.047852
	Iteration 101Q: 3 clusters Score -1.52335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115532 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -15233492.000000 Penalty: 3802.047852
	Iteration 102Q: 3 clusters Score -1.523349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115550 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -15233478.000000 Penalty: 3802.047852
	Iteration 103Q: 3 clusters Score -1.523348e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115565 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -15233481.000000 Penalty: 3802.047852
	Iteration 104Q: 3 clusters Score -1.523348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115573 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -15233481.000000 Penalty: 3802.047852
	Iteration 105Q: 3 clusters Score -1.523348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115579 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -15233469.000000 Penalty: 3802.047852
	Iteration 106Q: 3 clusters Score -1.523347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115584 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -15233467.000000 Penalty: 3802.047852
	Iteration 107Q: 3 clusters Score -1.523347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115592 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -15233472.000000 Penalty: 3802.047852
	Iteration 108Q: 3 clusters Score -1.523347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115599 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -15233462.000000 Penalty: 3802.047852
	Iteration 109Q: 3 clusters Score -1.523346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115605 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -15233450.000000 Penalty: 3802.047852
	Iteration 110Q: 3 clusters Score -1.523345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115610 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -15233449.000000 Penalty: 3802.047852
	Iteration 111Q: 3 clusters Score -1.523345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115615 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -15233453.000000 Penalty: 3802.047852
	Iteration 112Q: 3 clusters Score -1.523345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115625 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -15233443.000000 Penalty: 3802.047852
	Iteration 113Q: 3 clusters Score -1.523344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115629 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -15233457.000000 Penalty: 3802.047852
	Iteration 114Q: 3 clusters Score -1.523346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115635 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -15233467.000000 Penalty: 3802.047852
	Iteration 115Q: 3 clusters Score -1.523347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115641 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -15233447.000000 Penalty: 3802.047852
	Iteration 116Q: 3 clusters Score -1.523345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115642 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -15233450.000000 Penalty: 3802.047852
	Iteration 117Q: 3 clusters Score -1.523345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115644 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -15233448.000000 Penalty: 3802.047852
	Iteration 118Q: 3 clusters Score -1.523345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115647 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -15233447.000000 Penalty: 3802.047852
	Iteration 119Q: 3 clusters Score -1.523345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115655 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -15233445.000000 Penalty: 3802.047852
	Iteration 120F: 3 clusters Score -1.523344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115664 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -15233443.000000 Penalty: 3802.047852
	Iteration 121Q: 3 clusters Score -1.523344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115670 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -15233441.000000 Penalty: 3802.047852
	Iteration 122Q: 3 clusters Score -1.523344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115678 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -15233437.000000 Penalty: 3802.047852
	Iteration 123Q: 3 clusters Score -1.523344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115684 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -15233444.000000 Penalty: 3802.047852
	Iteration 124Q: 3 clusters Score -1.523344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115687 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -15233448.000000 Penalty: 3802.047852
	Iteration 125Q: 3 clusters Score -1.523345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115692 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -15233428.000000 Penalty: 3802.047852
	Iteration 126Q: 3 clusters Score -1.523343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115695 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -15233434.000000 Penalty: 3802.047852
	Iteration 127Q: 3 clusters Score -1.523343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115695 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -15233434.000000 Penalty: 3802.047852
	Iteration 128F: 3 clusters Score -1.523343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 21182 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 8025 members 
Mstep: Class 6 contains 26286 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 2690 members 
Mstep: Class 9 contains 131511 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 74713 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 84112 members 
Mstep: Class 14 contains 2612 members 
Mstep: Class 15 contains 37688 members 
Mstep: Class 16 contains 115695 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 12677 members 
Mstep: Class 20 contains 11501 members 
Mstep: Class 21 contains 7473 members 
Mstep: Class 22 contains 29870 members 
Mstep: Class 23 contains 116312 members 
Mstep: Class 24 contains 7523 members 
Mstep: Class 25 contains 7127 members 
Mstep: Class 26 contains 6799 members 
Mstep: Class 27 contains 6262 members 
Mstep: Class 28 contains 631 members 
Mstep: Class 29 contains 2581 members 
Mstep: Class 30 contains 31856 members 
Mstep: Class 31 contains 4709 members 
Entering Unmasked Estep 
Score: -108885568.000000 Penalty: 68979.507812
Splitting cluster 16 changes total score from -108861032.000000 to -108885568.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (3367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Entering Unmasked Estep 
Score: -420613.250000 Penalty: 1319.788818
	Iteration 0F: 2 clusters Score -420613.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -417661.812500 Penalty: 2639.577637
	Iteration 0F: 3 clusters Score -417661.8 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -418399.218750 Penalty: 2639.577637
	Iteration 1F: 3 clusters Score -418399.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -418538.468750 Penalty: 2639.577637
	Iteration 2F: 3 clusters Score -418538.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -418624.625000 Penalty: 2639.577637
	Iteration 3Q: 3 clusters Score -418624.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -418715.500000 Penalty: 2639.577637
	Iteration 4Q: 3 clusters Score -418715.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -418799.062500 Penalty: 2639.577637
	Iteration 5Q: 3 clusters Score -418799.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -418867.093750 Penalty: 2639.577637
	Iteration 6Q: 3 clusters Score -418867.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -418958.500000 Penalty: 2639.577637
	Iteration 7Q: 3 clusters Score -418958.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -419067.593750 Penalty: 2639.577637
	Iteration 8Q: 3 clusters Score -419067.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -419160.156250 Penalty: 2639.577637
	Iteration 9Q: 3 clusters Score -419160.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -419242.531250 Penalty: 2639.577637
	Iteration 10Q: 3 clusters Score -419242.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -419306.562500 Penalty: 2639.577637
	Iteration 11Q: 3 clusters Score -419306.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -419359.343750 Penalty: 2639.577637
	Iteration 12Q: 3 clusters Score -419359.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -419400.000000 Penalty: 2639.577637
	Iteration 13Q: 3 clusters Score -419400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -419423.468750 Penalty: 2639.577637
	Iteration 14Q: 3 clusters Score -419423.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -419442.218750 Penalty: 2639.577637
	Iteration 15Q: 3 clusters Score -419442.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -419459.562500 Penalty: 2639.577637
	Iteration 16Q: 3 clusters Score -419459.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -419472.500000 Penalty: 2639.577637
	Iteration 17Q: 3 clusters Score -419472.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -419476.062500 Penalty: 2639.577637
	Iteration 18Q: 3 clusters Score -419476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -419479.062500 Penalty: 2639.577637
	Iteration 19Q: 3 clusters Score -419479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -419484.843750 Penalty: 2639.577637
	Iteration 20F: 3 clusters Score -419484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -419488.937500 Penalty: 2639.577637
	Iteration 21Q: 3 clusters Score -419488.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -419492.687500 Penalty: 2639.577637
	Iteration 22Q: 3 clusters Score -419492.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -419496.500000 Penalty: 2639.577637
	Iteration 23Q: 3 clusters Score -419496.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -419500.781250 Penalty: 2639.577637
	Iteration 24Q: 3 clusters Score -419500.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -419506.343750 Penalty: 2639.577637
	Iteration 25Q: 3 clusters Score -419506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -419509.906250 Penalty: 2639.577637
	Iteration 26Q: 3 clusters Score -419509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -419513.531250 Penalty: 2639.577637
	Iteration 27Q: 3 clusters Score -419513.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -419516.937500 Penalty: 2639.577637
	Iteration 28Q: 3 clusters Score -419516.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -419520.750000 Penalty: 2639.577637
	Iteration 29Q: 3 clusters Score -419520.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -419521.812500 Penalty: 2639.577637
	Iteration 30Q: 3 clusters Score -419521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -419522.375000 Penalty: 2639.577637
	Iteration 31Q: 3 clusters Score -419522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -419522.468750 Penalty: 2639.577637
	Iteration 32Q: 3 clusters Score -419522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -419523.218750 Penalty: 2639.577637
	Iteration 33Q: 3 clusters Score -419523.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -419524.062500 Penalty: 2639.577637
	Iteration 34Q: 3 clusters Score -419524.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -419524.343750 Penalty: 2639.577637
	Iteration 35Q: 3 clusters Score -419524.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -419524.718750 Penalty: 2639.577637
	Iteration 36Q: 3 clusters Score -419524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -419524.718750 Penalty: 2639.577637
	Iteration 37F: 3 clusters Score -419524.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Entering Unmasked Estep 
Score: -1005410.750000 Penalty: 1461.633667
	Iteration 0F: 2 clusters Score -1005411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -999447.250000 Penalty: 2923.267334
	Iteration 0F: 3 clusters Score -999447.2 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1001391.250000 Penalty: 2923.267334
	Iteration 1F: 3 clusters Score -1001391 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1001684.437500 Penalty: 2923.267334
	Iteration 2F: 3 clusters Score -1001684 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1002006.562500 Penalty: 2923.267334
	Iteration 3F: 3 clusters Score -1002007 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1002422.000000 Penalty: 2923.267334
	Iteration 4F: 3 clusters Score -1002422 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1003024.937500 Penalty: 2923.267334
	Iteration 5F: 3 clusters Score -1003025 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1003696.437500 Penalty: 2923.267334
	Iteration 6F: 3 clusters Score -1003696 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1004204.437500 Penalty: 2923.267334
	Iteration 7F: 3 clusters Score -1004204 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1004528.187500 Penalty: 2923.267334
	Iteration 8F: 3 clusters Score -1004528 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1004694.187500 Penalty: 2923.267334
	Iteration 9Q: 3 clusters Score -1004694 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1004814.250000 Penalty: 2923.267334
	Iteration 10Q: 3 clusters Score -1004814 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1004881.375000 Penalty: 2923.267334
	Iteration 11Q: 3 clusters Score -1004881 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1004935.750000 Penalty: 2923.267334
	Iteration 12Q: 3 clusters Score -1004936 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1004975.187500 Penalty: 2923.267334
	Iteration 13Q: 3 clusters Score -1004975 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1004996.187500 Penalty: 2923.267334
	Iteration 14Q: 3 clusters Score -1004996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1005011.500000 Penalty: 2923.267334
	Iteration 15Q: 3 clusters Score -1005012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1005024.625000 Penalty: 2923.267334
	Iteration 16Q: 3 clusters Score -1005025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1005034.250000 Penalty: 2923.267334
	Iteration 17Q: 3 clusters Score -1005034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1005042.812500 Penalty: 2923.267334
	Iteration 18Q: 3 clusters Score -1005043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1005049.687500 Penalty: 2923.267334
	Iteration 19Q: 3 clusters Score -1005050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1005052.187500 Penalty: 2923.267334
	Iteration 20F: 3 clusters Score -1005052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1005055.500000 Penalty: 2923.267334
	Iteration 21Q: 3 clusters Score -1005056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1005058.187500 Penalty: 2923.267334
	Iteration 22Q: 3 clusters Score -1005058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1005061.625000 Penalty: 2923.267334
	Iteration 23Q: 3 clusters Score -1005062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1005065.500000 Penalty: 2923.267334
	Iteration 24Q: 3 clusters Score -1005066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1005066.500000 Penalty: 2923.267334
	Iteration 25Q: 3 clusters Score -1005066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1005067.750000 Penalty: 2923.267334
	Iteration 26Q: 3 clusters Score -1005068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1005067.375000 Penalty: 2923.267334
	Iteration 27Q: 3 clusters Score -1005067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1005071.437500 Penalty: 2923.267334
	Iteration 28Q: 3 clusters Score -1005071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1005073.000000 Penalty: 2923.267334
	Iteration 29Q: 3 clusters Score -1005073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1005071.312500 Penalty: 2923.267334
	Iteration 30Q: 3 clusters Score -1005071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1005071.312500 Penalty: 2923.267334
	Iteration 31F: 3 clusters Score -1005071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Entering Unmasked Estep 
Score: -1492795.750000 Penalty: 1535.226074
	Iteration 0F: 2 clusters Score -1492796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1483927.375000 Penalty: 3070.452148
	Iteration 0F: 3 clusters Score -1483927 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1487176.750000 Penalty: 3070.452148
	Iteration 1F: 3 clusters Score -1487177 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1487675.875000 Penalty: 3070.452148
	Iteration 2F: 3 clusters Score -1487676 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1488179.625000 Penalty: 3070.452148
	Iteration 3F: 3 clusters Score -1488180 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1488710.125000 Penalty: 3070.452148
	Iteration 4F: 3 clusters Score -1488710 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1489256.625000 Penalty: 3070.452148
	Iteration 5F: 3 clusters Score -1489257 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1489739.375000 Penalty: 3070.452148
	Iteration 6F: 3 clusters Score -1489739 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1490093.250000 Penalty: 3070.452148
	Iteration 7F: 3 clusters Score -1490093 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1490356.125000 Penalty: 3070.452148
	Iteration 8Q: 3 clusters Score -1490356 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1490559.750000 Penalty: 3070.452148
	Iteration 9Q: 3 clusters Score -1490560 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1490703.375000 Penalty: 3070.452148
	Iteration 10Q: 3 clusters Score -1490703 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1490819.500000 Penalty: 3070.452148
	Iteration 11Q: 3 clusters Score -1490820 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1490894.875000 Penalty: 3070.452148
	Iteration 12Q: 3 clusters Score -1490895 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1490954.875000 Penalty: 3070.452148
	Iteration 13Q: 3 clusters Score -1490955 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1490995.875000 Penalty: 3070.452148
	Iteration 14Q: 3 clusters Score -1490996 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1491025.875000 Penalty: 3070.452148
	Iteration 15Q: 3 clusters Score -1491026 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1491048.125000 Penalty: 3070.452148
	Iteration 16Q: 3 clusters Score -1491048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1491063.875000 Penalty: 3070.452148
	Iteration 17Q: 3 clusters Score -1491064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1491081.000000 Penalty: 3070.452148
	Iteration 18Q: 3 clusters Score -1491081 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1491096.500000 Penalty: 3070.452148
	Iteration 19Q: 3 clusters Score -1491096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1491105.250000 Penalty: 3070.452148
	Iteration 20F: 3 clusters Score -1491105 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1491110.875000 Penalty: 3070.452148
	Iteration 21Q: 3 clusters Score -1491111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1491116.125000 Penalty: 3070.452148
	Iteration 22Q: 3 clusters Score -1491116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1491115.500000 Penalty: 3070.452148
	Iteration 23Q: 3 clusters Score -1491116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1491121.125000 Penalty: 3070.452148
	Iteration 24Q: 3 clusters Score -1491121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1491127.375000 Penalty: 3070.452148
	Iteration 25Q: 3 clusters Score -1491127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1491128.500000 Penalty: 3070.452148
	Iteration 26Q: 3 clusters Score -1491128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1491125.625000 Penalty: 3070.452148
	Iteration 27Q: 3 clusters Score -1491126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1491129.750000 Penalty: 3070.452148
	Iteration 28Q: 3 clusters Score -1491130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1491129.375000 Penalty: 3070.452148
	Iteration 29Q: 3 clusters Score -1491129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1491135.250000 Penalty: 3070.452148
	Iteration 30Q: 3 clusters Score -1491135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1491141.250000 Penalty: 3070.452148
	Iteration 31Q: 3 clusters Score -1491141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1491138.000000 Penalty: 3070.452148
	Iteration 32Q: 3 clusters Score -1491138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1491141.125000 Penalty: 3070.452148
	Iteration 33Q: 3 clusters Score -1491141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1491137.250000 Penalty: 3070.452148
	Iteration 34Q: 3 clusters Score -1491137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1491139.500000 Penalty: 3070.452148
	Iteration 35Q: 3 clusters Score -1491140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1491139.875000 Penalty: 3070.452148
	Iteration 36Q: 3 clusters Score -1491140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1491139.625000 Penalty: 3070.452148
	Iteration 37Q: 3 clusters Score -1491140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1491138.500000 Penalty: 3070.452148
	Iteration 38Q: 3 clusters Score -1491138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1491141.125000 Penalty: 3070.452148
	Iteration 39Q: 3 clusters Score -1491141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1491140.625000 Penalty: 3070.452148
	Iteration 40F: 3 clusters Score -1491141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1491141.250000 Penalty: 3070.452148
	Iteration 41Q: 3 clusters Score -1491141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1491141.500000 Penalty: 3070.452148
	Iteration 42Q: 3 clusters Score -1491142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1491141.875000 Penalty: 3070.452148
	Iteration 43Q: 3 clusters Score -1491142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1491142.250000 Penalty: 3070.452148
	Iteration 44Q: 3 clusters Score -1491142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1491140.875000 Penalty: 3070.452148
	Iteration 45Q: 3 clusters Score -1491141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1491141.125000 Penalty: 3070.452148
	Iteration 46Q: 3 clusters Score -1491141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1491142.125000 Penalty: 3070.452148
	Iteration 47Q: 3 clusters Score -1491142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1491142.500000 Penalty: 3070.452148
	Iteration 48Q: 3 clusters Score -1491142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1491141.625000 Penalty: 3070.452148
	Iteration 49Q: 3 clusters Score -1491142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1491141.625000 Penalty: 3070.452148
	Iteration 50F: 3 clusters Score -1491142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Entering Unmasked Estep 
Score: -1326043.875000 Penalty: 1519.405762
	Iteration 0F: 2 clusters Score -1326044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1317946.375000 Penalty: 3038.811523
	Iteration 0F: 3 clusters Score -1317946 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1320966.875000 Penalty: 3038.811523
	Iteration 1F: 3 clusters Score -1320967 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1321590.875000 Penalty: 3038.811523
	Iteration 2F: 3 clusters Score -1321591 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1322210.500000 Penalty: 3038.811523
	Iteration 3F: 3 clusters Score -1322210 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1322748.625000 Penalty: 3038.811523
	Iteration 4F: 3 clusters Score -1322749 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1323189.875000 Penalty: 3038.811523
	Iteration 5F: 3 clusters Score -1323190 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1323539.625000 Penalty: 3038.811523
	Iteration 6Q: 3 clusters Score -1323540 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1323814.625000 Penalty: 3038.811523
	Iteration 7Q: 3 clusters Score -1323815 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1324018.500000 Penalty: 3038.811523
	Iteration 8Q: 3 clusters Score -1324018 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1324167.875000 Penalty: 3038.811523
	Iteration 9Q: 3 clusters Score -1324168 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1324275.125000 Penalty: 3038.811523
	Iteration 10Q: 3 clusters Score -1324275 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1324368.500000 Penalty: 3038.811523
	Iteration 11Q: 3 clusters Score -1324368 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1324457.250000 Penalty: 3038.811523
	Iteration 12Q: 3 clusters Score -1324457 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1324532.250000 Penalty: 3038.811523
	Iteration 13Q: 3 clusters Score -1324532 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1324593.125000 Penalty: 3038.811523
	Iteration 14Q: 3 clusters Score -1324593 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1324656.125000 Penalty: 3038.811523
	Iteration 15Q: 3 clusters Score -1324656 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1324721.500000 Penalty: 3038.811523
	Iteration 16Q: 3 clusters Score -1324722 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1324785.500000 Penalty: 3038.811523
	Iteration 17Q: 3 clusters Score -1324786 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1324838.750000 Penalty: 3038.811523
	Iteration 18Q: 3 clusters Score -1324839 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1324893.375000 Penalty: 3038.811523
	Iteration 19Q: 3 clusters Score -1324893 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1324950.250000 Penalty: 3038.811523
	Iteration 20F: 3 clusters Score -1324950 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1325024.250000 Penalty: 3038.811523
	Iteration 21Q: 3 clusters Score -1325024 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1325075.375000 Penalty: 3038.811523
	Iteration 22Q: 3 clusters Score -1325075 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1325119.500000 Penalty: 3038.811523
	Iteration 23Q: 3 clusters Score -1325120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1325167.125000 Penalty: 3038.811523
	Iteration 24Q: 3 clusters Score -1325167 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1325239.500000 Penalty: 3038.811523
	Iteration 25Q: 3 clusters Score -1325240 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1325316.500000 Penalty: 3038.811523
	Iteration 26Q: 3 clusters Score -1325316 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1325394.750000 Penalty: 3038.811523
	Iteration 27Q: 3 clusters Score -1325395 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1325474.875000 Penalty: 3038.811523
	Iteration 28Q: 3 clusters Score -1325475 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1325571.500000 Penalty: 3038.811523
	Iteration 29Q: 3 clusters Score -1325572 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1325694.375000 Penalty: 3038.811523
	Iteration 30Q: 3 clusters Score -1325694 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1325824.375000 Penalty: 3038.811523
	Iteration 31Q: 3 clusters Score -1325824 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1325919.750000 Penalty: 3038.811523
	Iteration 32Q: 3 clusters Score -1325920 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1325983.500000 Penalty: 3038.811523
	Iteration 33Q: 3 clusters Score -1325984 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1326002.875000 Penalty: 3038.811523
	Iteration 34Q: 3 clusters Score -1326003 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1326022.750000 Penalty: 3038.811523
	Iteration 35Q: 3 clusters Score -1326023 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1326030.125000 Penalty: 3038.811523
	Iteration 36Q: 3 clusters Score -1326030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1326038.125000 Penalty: 3038.811523
	Iteration 37Q: 3 clusters Score -1326038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1326039.250000 Penalty: 3038.811523
	Iteration 38Q: 3 clusters Score -1326039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1326038.750000 Penalty: 3038.811523
	Iteration 39Q: 3 clusters Score -1326039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1326040.125000 Penalty: 3038.811523
	Iteration 40F: 3 clusters Score -1326040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1326039.750000 Penalty: 3038.811523
	Iteration 41Q: 3 clusters Score -1326040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1326039.750000 Penalty: 3038.811523
	Iteration 42F: 3 clusters Score -1326040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Entering Unmasked Estep 
Score: -947006.812500 Penalty: 1449.345947
	Iteration 0F: 2 clusters Score -947006.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -941427.125000 Penalty: 2898.691895
	Iteration 0F: 3 clusters Score -941427.1 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -943161.312500 Penalty: 2898.691895
	Iteration 1F: 3 clusters Score -943161.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -943402.125000 Penalty: 2898.691895
	Iteration 2F: 3 clusters Score -943402.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -943589.937500 Penalty: 2898.691895
	Iteration 3F: 3 clusters Score -943589.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -943775.750000 Penalty: 2898.691895
	Iteration 4Q: 3 clusters Score -943775.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -943961.562500 Penalty: 2898.691895
	Iteration 5Q: 3 clusters Score -943961.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -944105.375000 Penalty: 2898.691895
	Iteration 6Q: 3 clusters Score -944105.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -944250.125000 Penalty: 2898.691895
	Iteration 7Q: 3 clusters Score -944250.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -944374.500000 Penalty: 2898.691895
	Iteration 8Q: 3 clusters Score -944374.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -944508.812500 Penalty: 2898.691895
	Iteration 9Q: 3 clusters Score -944508.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -944649.687500 Penalty: 2898.691895
	Iteration 10Q: 3 clusters Score -944649.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -944837.687500 Penalty: 2898.691895
	Iteration 11Q: 3 clusters Score -944837.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -945104.125000 Penalty: 2898.691895
	Iteration 12F: 3 clusters Score -945104.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -945404.312500 Penalty: 2898.691895
	Iteration 13F: 3 clusters Score -945404.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -945655.750000 Penalty: 2898.691895
	Iteration 14Q: 3 clusters Score -945655.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -945880.937500 Penalty: 2898.691895
	Iteration 15Q: 3 clusters Score -945880.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -946034.250000 Penalty: 2898.691895
	Iteration 16Q: 3 clusters Score -946034.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -946141.187500 Penalty: 2898.691895
	Iteration 17Q: 3 clusters Score -946141.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -946207.375000 Penalty: 2898.691895
	Iteration 18Q: 3 clusters Score -946207.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -946258.812500 Penalty: 2898.691895
	Iteration 19Q: 3 clusters Score -946258.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -946295.812500 Penalty: 2898.691895
	Iteration 20F: 3 clusters Score -946295.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -946318.812500 Penalty: 2898.691895
	Iteration 21Q: 3 clusters Score -946318.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -946340.250000 Penalty: 2898.691895
	Iteration 22Q: 3 clusters Score -946340.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -946355.875000 Penalty: 2898.691895
	Iteration 23Q: 3 clusters Score -946355.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -946369.750000 Penalty: 2898.691895
	Iteration 24Q: 3 clusters Score -946369.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -946381.125000 Penalty: 2898.691895
	Iteration 25Q: 3 clusters Score -946381.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -946390.625000 Penalty: 2898.691895
	Iteration 26Q: 3 clusters Score -946390.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -946392.937500 Penalty: 2898.691895
	Iteration 27Q: 3 clusters Score -946392.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -946398.500000 Penalty: 2898.691895
	Iteration 28Q: 3 clusters Score -946398.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -946400.000000 Penalty: 2898.691895
	Iteration 29Q: 3 clusters Score -946400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -946400.312500 Penalty: 2898.691895
	Iteration 30Q: 3 clusters Score -946400.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -946400.312500 Penalty: 2898.691895
	Iteration 31F: 3 clusters Score -946400.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Entering Unmasked Estep 
Score: -3785167.250000 Penalty: 1674.499146
	Iteration 0F: 2 clusters Score -3785167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3765128.500000 Penalty: 3348.998291
	Iteration 0F: 3 clusters Score -3765128 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3772800.500000 Penalty: 3348.998291
	Iteration 1F: 3 clusters Score -3772800 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3773311.250000 Penalty: 3348.998291
	Iteration 2Q: 3 clusters Score -3773311 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3773812.250000 Penalty: 3348.998291
	Iteration 3Q: 3 clusters Score -3773812 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3774363.500000 Penalty: 3348.998291
	Iteration 4Q: 3 clusters Score -3774364 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3774924.250000 Penalty: 3348.998291
	Iteration 5Q: 3 clusters Score -3774924 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -3775553.250000 Penalty: 3348.998291
	Iteration 6Q: 3 clusters Score -3775553 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3776257.250000 Penalty: 3348.998291
	Iteration 7Q: 3 clusters Score -3776257 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -3777007.500000 Penalty: 3348.998291
	Iteration 8Q: 3 clusters Score -3777008 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3777815.000000 Penalty: 3348.998291
	Iteration 9Q: 3 clusters Score -3777815 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -3778623.250000 Penalty: 3348.998291
	Iteration 10Q: 3 clusters Score -3778623 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3779457.500000 Penalty: 3348.998291
	Iteration 11Q: 3 clusters Score -3779458 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -3780202.750000 Penalty: 3348.998291
	Iteration 12Q: 3 clusters Score -3780203 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -3780762.750000 Penalty: 3348.998291
	Iteration 13Q: 3 clusters Score -3780763 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -3781161.000000 Penalty: 3348.998291
	Iteration 14Q: 3 clusters Score -3781161 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3781416.750000 Penalty: 3348.998291
	Iteration 15Q: 3 clusters Score -3781417 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3781593.250000 Penalty: 3348.998291
	Iteration 16Q: 3 clusters Score -3781593 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3781719.250000 Penalty: 3348.998291
	Iteration 17Q: 3 clusters Score -3781719 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3781818.000000 Penalty: 3348.998291
	Iteration 18Q: 3 clusters Score -3781818 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3781905.750000 Penalty: 3348.998291
	Iteration 19Q: 3 clusters Score -3781906 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3782000.250000 Penalty: 3348.998291
	Iteration 20F: 3 clusters Score -3782000 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -3782088.500000 Penalty: 3348.998291
	Iteration 21Q: 3 clusters Score -3782088 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -3782166.000000 Penalty: 3348.998291
	Iteration 22Q: 3 clusters Score -3782166 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3782253.000000 Penalty: 3348.998291
	Iteration 23Q: 3 clusters Score -3782253 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -3782317.750000 Penalty: 3348.998291
	Iteration 24Q: 3 clusters Score -3782318 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3782403.500000 Penalty: 3348.998291
	Iteration 25Q: 3 clusters Score -3782404 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3782510.500000 Penalty: 3348.998291
	Iteration 26Q: 3 clusters Score -3782510 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3782617.000000 Penalty: 3348.998291
	Iteration 27Q: 3 clusters Score -3782617 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3782744.500000 Penalty: 3348.998291
	Iteration 28Q: 3 clusters Score -3782744 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3782871.250000 Penalty: 3348.998291
	Iteration 29Q: 3 clusters Score -3782871 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3783010.750000 Penalty: 3348.998291
	Iteration 30Q: 3 clusters Score -3783011 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3783119.500000 Penalty: 3348.998291
	Iteration 31Q: 3 clusters Score -3783120 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3783254.000000 Penalty: 3348.998291
	Iteration 32Q: 3 clusters Score -3783254 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -3783387.750000 Penalty: 3348.998291
	Iteration 33Q: 3 clusters Score -3783388 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3783480.000000 Penalty: 3348.998291
	Iteration 34Q: 3 clusters Score -3783480 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -3783564.500000 Penalty: 3348.998291
	Iteration 35Q: 3 clusters Score -3783564 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3783625.500000 Penalty: 3348.998291
	Iteration 36Q: 3 clusters Score -3783626 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -3783666.250000 Penalty: 3348.998291
	Iteration 37Q: 3 clusters Score -3783666 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3783728.750000 Penalty: 3348.998291
	Iteration 38Q: 3 clusters Score -3783729 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -3783756.750000 Penalty: 3348.998291
	Iteration 39Q: 3 clusters Score -3783757 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3783786.000000 Penalty: 3348.998291
	Iteration 40F: 3 clusters Score -3783786 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -3783802.500000 Penalty: 3348.998291
	Iteration 41Q: 3 clusters Score -3783802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -3783822.500000 Penalty: 3348.998291
	Iteration 42Q: 3 clusters Score -3783822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -3783842.250000 Penalty: 3348.998291
	Iteration 43Q: 3 clusters Score -3783842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -3783851.750000 Penalty: 3348.998291
	Iteration 44Q: 3 clusters Score -3783852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -3783866.750000 Penalty: 3348.998291
	Iteration 45Q: 3 clusters Score -3783867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3783882.250000 Penalty: 3348.998291
	Iteration 46Q: 3 clusters Score -3783882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3783889.500000 Penalty: 3348.998291
	Iteration 47Q: 3 clusters Score -3783890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3783894.000000 Penalty: 3348.998291
	Iteration 48Q: 3 clusters Score -3783894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -3783901.500000 Penalty: 3348.998291
	Iteration 49Q: 3 clusters Score -3783902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -3783909.750000 Penalty: 3348.998291
	Iteration 50Q: 3 clusters Score -3783910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -3783911.500000 Penalty: 3348.998291
	Iteration 51Q: 3 clusters Score -3783912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3783915.500000 Penalty: 3348.998291
	Iteration 52Q: 3 clusters Score -3783916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -3783913.500000 Penalty: 3348.998291
	Iteration 53Q: 3 clusters Score -3783914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3783915.750000 Penalty: 3348.998291
	Iteration 54Q: 3 clusters Score -3783916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3783915.250000 Penalty: 3348.998291
	Iteration 55Q: 3 clusters Score -3783915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3783917.500000 Penalty: 3348.998291
	Iteration 56Q: 3 clusters Score -3783918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3783917.500000 Penalty: 3348.998291
	Iteration 57F: 3 clusters Score -3783918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (116312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116312 members 
Entering Unmasked Estep 
Score: -14785748.000000 Penalty: 1895.405151
	Iteration 0F: 2 clusters Score -1.478575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -14709152.000000 Penalty: 3790.810303
	Iteration 0F: 3 clusters Score -1.470915e+07 nChanged 55749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -14742219.000000 Penalty: 3790.810303
	Iteration 1F: 3 clusters Score -1.474222e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -14743495.000000 Penalty: 3790.810303
	Iteration 2Q: 3 clusters Score -1.47435e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -14745050.000000 Penalty: 3790.810303
	Iteration 3Q: 3 clusters Score -1.474505e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -14747377.000000 Penalty: 3790.810303
	Iteration 4Q: 3 clusters Score -1.474738e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -14750640.000000 Penalty: 3790.810303
	Iteration 5F: 3 clusters Score -1.475064e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65536 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -14754846.000000 Penalty: 3790.810303
	Iteration 6F: 3 clusters Score -1.475485e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -14759656.000000 Penalty: 3790.810303
	Iteration 7F: 3 clusters Score -1.475966e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -14764284.000000 Penalty: 3790.810303
	Iteration 8F: 3 clusters Score -1.476428e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71386 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -14768454.000000 Penalty: 3790.810303
	Iteration 9F: 3 clusters Score -1.476845e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -14771169.000000 Penalty: 3790.810303
	Iteration 10Q: 3 clusters Score -1.477117e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -14772792.000000 Penalty: 3790.810303
	Iteration 11Q: 3 clusters Score -1.477279e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -14773637.000000 Penalty: 3790.810303
	Iteration 12Q: 3 clusters Score -1.477364e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74017 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -14774095.000000 Penalty: 3790.810303
	Iteration 13Q: 3 clusters Score -1.47741e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74144 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -14774449.000000 Penalty: 3790.810303
	Iteration 14Q: 3 clusters Score -1.477445e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -14774616.000000 Penalty: 3790.810303
	Iteration 15Q: 3 clusters Score -1.477462e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74464 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -14774692.000000 Penalty: 3790.810303
	Iteration 16Q: 3 clusters Score -1.477469e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -14774820.000000 Penalty: 3790.810303
	Iteration 17Q: 3 clusters Score -1.477482e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -14774891.000000 Penalty: 3790.810303
	Iteration 18Q: 3 clusters Score -1.477489e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -14774909.000000 Penalty: 3790.810303
	Iteration 19Q: 3 clusters Score -1.477491e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74989 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -14774970.000000 Penalty: 3790.810303
	Iteration 20F: 3 clusters Score -1.477497e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -14774971.000000 Penalty: 3790.810303
	Iteration 21Q: 3 clusters Score -1.477497e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75191 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -14775046.000000 Penalty: 3790.810303
	Iteration 22Q: 3 clusters Score -1.477505e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75302 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -14775071.000000 Penalty: 3790.810303
	Iteration 23Q: 3 clusters Score -1.477507e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -14775086.000000 Penalty: 3790.810303
	Iteration 24Q: 3 clusters Score -1.477509e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -14775162.000000 Penalty: 3790.810303
	Iteration 25Q: 3 clusters Score -1.477516e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -14775183.000000 Penalty: 3790.810303
	Iteration 26Q: 3 clusters Score -1.477518e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -14775246.000000 Penalty: 3790.810303
	Iteration 27Q: 3 clusters Score -1.477525e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -14775287.000000 Penalty: 3790.810303
	Iteration 28Q: 3 clusters Score -1.477529e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76276 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -14775344.000000 Penalty: 3790.810303
	Iteration 29Q: 3 clusters Score -1.477534e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -14775362.000000 Penalty: 3790.810303
	Iteration 30Q: 3 clusters Score -1.477536e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -14775342.000000 Penalty: 3790.810303
	Iteration 31Q: 3 clusters Score -1.477534e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -14775396.000000 Penalty: 3790.810303
	Iteration 32Q: 3 clusters Score -1.47754e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -14775376.000000 Penalty: 3790.810303
	Iteration 33Q: 3 clusters Score -1.477538e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77377 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -14775398.000000 Penalty: 3790.810303
	Iteration 34Q: 3 clusters Score -1.47754e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -14775412.000000 Penalty: 3790.810303
	Iteration 35Q: 3 clusters Score -1.477541e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77865 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -14775416.000000 Penalty: 3790.810303
	Iteration 36Q: 3 clusters Score -1.477542e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -14775455.000000 Penalty: 3790.810303
	Iteration 37Q: 3 clusters Score -1.477546e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -14775504.000000 Penalty: 3790.810303
	Iteration 38Q: 3 clusters Score -1.47755e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -14775539.000000 Penalty: 3790.810303
	Iteration 39Q: 3 clusters Score -1.477554e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -14775544.000000 Penalty: 3790.810303
	Iteration 40F: 3 clusters Score -1.477554e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79221 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -14775606.000000 Penalty: 3790.810303
	Iteration 41Q: 3 clusters Score -1.477561e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -14775611.000000 Penalty: 3790.810303
	Iteration 42Q: 3 clusters Score -1.477561e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79783 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -14775583.000000 Penalty: 3790.810303
	Iteration 43Q: 3 clusters Score -1.477558e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -14775620.000000 Penalty: 3790.810303
	Iteration 44Q: 3 clusters Score -1.477562e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80369 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -14775634.000000 Penalty: 3790.810303
	Iteration 45Q: 3 clusters Score -1.477563e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -14775649.000000 Penalty: 3790.810303
	Iteration 46Q: 3 clusters Score -1.477565e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -14775643.000000 Penalty: 3790.810303
	Iteration 47Q: 3 clusters Score -1.477564e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -14775627.000000 Penalty: 3790.810303
	Iteration 48Q: 3 clusters Score -1.477563e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81493 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -14775627.000000 Penalty: 3790.810303
	Iteration 49Q: 3 clusters Score -1.477563e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -14775629.000000 Penalty: 3790.810303
	Iteration 50Q: 3 clusters Score -1.477563e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -14775620.000000 Penalty: 3790.810303
	Iteration 51Q: 3 clusters Score -1.477562e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82269 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -14775623.000000 Penalty: 3790.810303
	Iteration 52Q: 3 clusters Score -1.477562e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -14775675.000000 Penalty: 3790.810303
	Iteration 53Q: 3 clusters Score -1.477568e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -14775741.000000 Penalty: 3790.810303
	Iteration 54Q: 3 clusters Score -1.477574e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83146 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -14775735.000000 Penalty: 3790.810303
	Iteration 55Q: 3 clusters Score -1.477574e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83522 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -14775792.000000 Penalty: 3790.810303
	Iteration 56Q: 3 clusters Score -1.477579e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83928 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -14775824.000000 Penalty: 3790.810303
	Iteration 57Q: 3 clusters Score -1.477582e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84373 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -14775924.000000 Penalty: 3790.810303
	Iteration 58Q: 3 clusters Score -1.477592e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84848 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -14775971.000000 Penalty: 3790.810303
	Iteration 59Q: 3 clusters Score -1.477597e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85332 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -14776068.000000 Penalty: 3790.810303
	Iteration 60F: 3 clusters Score -1.477607e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85830 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -14776113.000000 Penalty: 3790.810303
	Iteration 61Q: 3 clusters Score -1.477611e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -14776157.000000 Penalty: 3790.810303
	Iteration 62Q: 3 clusters Score -1.477616e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86953 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -14776194.000000 Penalty: 3790.810303
	Iteration 63Q: 3 clusters Score -1.477619e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -14776213.000000 Penalty: 3790.810303
	Iteration 64Q: 3 clusters Score -1.477621e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -14776261.000000 Penalty: 3790.810303
	Iteration 65Q: 3 clusters Score -1.477626e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88651 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -14776327.000000 Penalty: 3790.810303
	Iteration 66Q: 3 clusters Score -1.477633e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -14776400.000000 Penalty: 3790.810303
	Iteration 67Q: 3 clusters Score -1.47764e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -14776483.000000 Penalty: 3790.810303
	Iteration 68Q: 3 clusters Score -1.477648e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90446 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -14776584.000000 Penalty: 3790.810303
	Iteration 69Q: 3 clusters Score -1.477658e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91150 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -14776682.000000 Penalty: 3790.810303
	Iteration 70Q: 3 clusters Score -1.477668e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91835 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -14776835.000000 Penalty: 3790.810303
	Iteration 71Q: 3 clusters Score -1.477684e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92548 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -14776952.000000 Penalty: 3790.810303
	Iteration 72Q: 3 clusters Score -1.477695e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -14777058.000000 Penalty: 3790.810303
	Iteration 73Q: 3 clusters Score -1.477706e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93937 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -14777172.000000 Penalty: 3790.810303
	Iteration 74Q: 3 clusters Score -1.477717e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94639 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -14777321.000000 Penalty: 3790.810303
	Iteration 75Q: 3 clusters Score -1.477732e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95319 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -14777455.000000 Penalty: 3790.810303
	Iteration 76Q: 3 clusters Score -1.477746e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -14777584.000000 Penalty: 3790.810303
	Iteration 77Q: 3 clusters Score -1.477758e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -14777778.000000 Penalty: 3790.810303
	Iteration 78Q: 3 clusters Score -1.477778e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97564 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -14777977.000000 Penalty: 3790.810303
	Iteration 79Q: 3 clusters Score -1.477798e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98394 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -14778221.000000 Penalty: 3790.810303
	Iteration 80F: 3 clusters Score -1.477822e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99264 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -14778483.000000 Penalty: 3790.810303
	Iteration 81Q: 3 clusters Score -1.477848e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100152 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -14778779.000000 Penalty: 3790.810303
	Iteration 82Q: 3 clusters Score -1.477878e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -14779030.000000 Penalty: 3790.810303
	Iteration 83Q: 3 clusters Score -1.477903e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102043 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -14779307.000000 Penalty: 3790.810303
	Iteration 84Q: 3 clusters Score -1.477931e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103047 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -14779638.000000 Penalty: 3790.810303
	Iteration 85Q: 3 clusters Score -1.477964e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104073 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -14779954.000000 Penalty: 3790.810303
	Iteration 86Q: 3 clusters Score -1.477995e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105057 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -14780367.000000 Penalty: 3790.810303
	Iteration 87Q: 3 clusters Score -1.478037e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106009 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -14780747.000000 Penalty: 3790.810303
	Iteration 88Q: 3 clusters Score -1.478075e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106900 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -14781018.000000 Penalty: 3790.810303
	Iteration 89Q: 3 clusters Score -1.478102e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107744 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -14781369.000000 Penalty: 3790.810303
	Iteration 90Q: 3 clusters Score -1.478137e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108494 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -14781658.000000 Penalty: 3790.810303
	Iteration 91Q: 3 clusters Score -1.478166e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109151 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -14781979.000000 Penalty: 3790.810303
	Iteration 92Q: 3 clusters Score -1.478198e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109704 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -14782264.000000 Penalty: 3790.810303
	Iteration 93Q: 3 clusters Score -1.478226e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110226 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -14782559.000000 Penalty: 3790.810303
	Iteration 94Q: 3 clusters Score -1.478256e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -14782934.000000 Penalty: 3790.810303
	Iteration 95Q: 3 clusters Score -1.478293e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111087 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -14783182.000000 Penalty: 3790.810303
	Iteration 96Q: 3 clusters Score -1.478318e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111440 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -14783370.000000 Penalty: 3790.810303
	Iteration 97Q: 3 clusters Score -1.478337e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111725 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -14783510.000000 Penalty: 3790.810303
	Iteration 98Q: 3 clusters Score -1.478351e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112014 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -14783607.000000 Penalty: 3790.810303
	Iteration 99Q: 3 clusters Score -1.478361e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112253 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -14783713.000000 Penalty: 3790.810303
	Iteration 100F: 3 clusters Score -1.478371e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112462 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -14783781.000000 Penalty: 3790.810303
	Iteration 101Q: 3 clusters Score -1.478378e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112637 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -14783888.000000 Penalty: 3790.810303
	Iteration 102Q: 3 clusters Score -1.478389e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112785 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -14783976.000000 Penalty: 3790.810303
	Iteration 103Q: 3 clusters Score -1.478398e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112896 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -14784021.000000 Penalty: 3790.810303
	Iteration 104Q: 3 clusters Score -1.478402e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113002 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -14784074.000000 Penalty: 3790.810303
	Iteration 105Q: 3 clusters Score -1.478407e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113106 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -14784096.000000 Penalty: 3790.810303
	Iteration 106Q: 3 clusters Score -1.47841e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113200 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -14784153.000000 Penalty: 3790.810303
	Iteration 107Q: 3 clusters Score -1.478415e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113285 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -14784195.000000 Penalty: 3790.810303
	Iteration 108Q: 3 clusters Score -1.47842e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113354 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -14784214.000000 Penalty: 3790.810303
	Iteration 109Q: 3 clusters Score -1.478421e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113427 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -14784239.000000 Penalty: 3790.810303
	Iteration 110Q: 3 clusters Score -1.478424e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113497 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -14784292.000000 Penalty: 3790.810303
	Iteration 111Q: 3 clusters Score -1.478429e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113550 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -14784293.000000 Penalty: 3790.810303
	Iteration 112Q: 3 clusters Score -1.478429e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113603 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -14784324.000000 Penalty: 3790.810303
	Iteration 113Q: 3 clusters Score -1.478432e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113641 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -14784334.000000 Penalty: 3790.810303
	Iteration 114Q: 3 clusters Score -1.478433e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113681 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -14784341.000000 Penalty: 3790.810303
	Iteration 115Q: 3 clusters Score -1.478434e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113721 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -14784374.000000 Penalty: 3790.810303
	Iteration 116Q: 3 clusters Score -1.478437e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113755 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -14784364.000000 Penalty: 3790.810303
	Iteration 117Q: 3 clusters Score -1.478436e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113795 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -14784367.000000 Penalty: 3790.810303
	Iteration 118Q: 3 clusters Score -1.478437e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113833 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -14784377.000000 Penalty: 3790.810303
	Iteration 119Q: 3 clusters Score -1.478438e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113872 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -14784391.000000 Penalty: 3790.810303
	Iteration 120F: 3 clusters Score -1.478439e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113909 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -14784407.000000 Penalty: 3790.810303
	Iteration 121Q: 3 clusters Score -1.478441e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113941 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -14784428.000000 Penalty: 3790.810303
	Iteration 122Q: 3 clusters Score -1.478443e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113964 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -14784443.000000 Penalty: 3790.810303
	Iteration 123Q: 3 clusters Score -1.478444e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113987 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -14784444.000000 Penalty: 3790.810303
	Iteration 124Q: 3 clusters Score -1.478444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114004 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -14784447.000000 Penalty: 3790.810303
	Iteration 125Q: 3 clusters Score -1.478445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114018 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -14784455.000000 Penalty: 3790.810303
	Iteration 126Q: 3 clusters Score -1.478446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -14784457.000000 Penalty: 3790.810303
	Iteration 127Q: 3 clusters Score -1.478446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114039 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -14784465.000000 Penalty: 3790.810303
	Iteration 128Q: 3 clusters Score -1.478446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114049 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -14784476.000000 Penalty: 3790.810303
	Iteration 129Q: 3 clusters Score -1.478448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114064 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -14784476.000000 Penalty: 3790.810303
	Iteration 130Q: 3 clusters Score -1.478448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114071 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -14784469.000000 Penalty: 3790.810303
	Iteration 131Q: 3 clusters Score -1.478447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114085 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -14784471.000000 Penalty: 3790.810303
	Iteration 132Q: 3 clusters Score -1.478447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114090 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -14784475.000000 Penalty: 3790.810303
	Iteration 133Q: 3 clusters Score -1.478448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114098 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -14784483.000000 Penalty: 3790.810303
	Iteration 134Q: 3 clusters Score -1.478448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114100 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -14784483.000000 Penalty: 3790.810303
	Iteration 135Q: 3 clusters Score -1.478448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114103 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -14784479.000000 Penalty: 3790.810303
	Iteration 136Q: 3 clusters Score -1.478448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114107 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -14784478.000000 Penalty: 3790.810303
	Iteration 137Q: 3 clusters Score -1.478448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114111 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -14784483.000000 Penalty: 3790.810303
	Iteration 138Q: 3 clusters Score -1.478448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114111 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -14784478.000000 Penalty: 3790.810303
	Iteration 139Q: 3 clusters Score -1.478448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114112 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -14784487.000000 Penalty: 3790.810303
	Iteration 140F: 3 clusters Score -1.478449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114114 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -14784492.000000 Penalty: 3790.810303
	Iteration 141Q: 3 clusters Score -1.478449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114116 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -14784490.000000 Penalty: 3790.810303
	Iteration 142Q: 3 clusters Score -1.478449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114117 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -14784487.000000 Penalty: 3790.810303
	Iteration 143Q: 3 clusters Score -1.478449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114116 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -14784487.000000 Penalty: 3790.810303
	Iteration 144Q: 3 clusters Score -1.478449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114116 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -14784490.000000 Penalty: 3790.810303
	Iteration 145Q: 3 clusters Score -1.478449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114118 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -14784484.000000 Penalty: 3790.810303
	Iteration 146Q: 3 clusters Score -1.478448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114121 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -14784481.000000 Penalty: 3790.810303
	Iteration 147Q: 3 clusters Score -1.478448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114126 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -14784491.000000 Penalty: 3790.810303
	Iteration 148Q: 3 clusters Score -1.478449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114134 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -14784490.000000 Penalty: 3790.810303
	Iteration 149Q: 3 clusters Score -1.478449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114140 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -14784493.000000 Penalty: 3790.810303
	Iteration 150Q: 3 clusters Score -1.478449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114144 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -14784497.000000 Penalty: 3790.810303
	Iteration 151Q: 3 clusters Score -1.47845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114146 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -14784497.000000 Penalty: 3790.810303
	Iteration 152Q: 3 clusters Score -1.47845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114146 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -14784487.000000 Penalty: 3790.810303
	Iteration 153Q: 3 clusters Score -1.478449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114149 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -14784493.000000 Penalty: 3790.810303
	Iteration 154Q: 3 clusters Score -1.478449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114156 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -14784495.000000 Penalty: 3790.810303
	Iteration 155Q: 3 clusters Score -1.47845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114159 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -14784501.000000 Penalty: 3790.810303
	Iteration 156Q: 3 clusters Score -1.47845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114162 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -14784507.000000 Penalty: 3790.810303
	Iteration 157Q: 3 clusters Score -1.478451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114166 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -14784511.000000 Penalty: 3790.810303
	Iteration 158Q: 3 clusters Score -1.478451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114171 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -14784513.000000 Penalty: 3790.810303
	Iteration 159Q: 3 clusters Score -1.478451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114172 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -14784516.000000 Penalty: 3790.810303
	Iteration 160F: 3 clusters Score -1.478452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114172 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -14784515.000000 Penalty: 3790.810303
	Iteration 161Q: 3 clusters Score -1.478452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114173 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -14784510.000000 Penalty: 3790.810303
	Iteration 162Q: 3 clusters Score -1.478451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114175 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -14784516.000000 Penalty: 3790.810303
	Iteration 163Q: 3 clusters Score -1.478452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114175 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -14784515.000000 Penalty: 3790.810303
	Iteration 164Q: 3 clusters Score -1.478452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114176 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -14784512.000000 Penalty: 3790.810303
	Iteration 165Q: 3 clusters Score -1.478451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114178 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -14784520.000000 Penalty: 3790.810303
	Iteration 166Q: 3 clusters Score -1.478452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114179 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -14784525.000000 Penalty: 3790.810303
	Iteration 167Q: 3 clusters Score -1.478452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114180 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -14784525.000000 Penalty: 3790.810303
	Iteration 168Q: 3 clusters Score -1.478452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114180 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -14784525.000000 Penalty: 3790.810303
	Iteration 169F: 3 clusters Score -1.478452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 21182 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 5 contains 8025 members 
Mstep: Class 6 contains 26286 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 2690 members 
Mstep: Class 9 contains 131511 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 74713 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 84112 members 
Mstep: Class 14 contains 2612 members 
Mstep: Class 15 contains 37688 members 
Mstep: Class 16 contains 115695 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 12677 members 
Mstep: Class 20 contains 11501 members 
Mstep: Class 21 contains 7473 members 
Mstep: Class 22 contains 29870 members 
Mstep: Class 23 contains 116312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108894912.000000 Penalty: 68979.507812
Iteration 39Q: 32 clusters Score -1.088949e+08 nChanged 21052
Entering Unmasked Mstep 
Mstep: Class 0 contains 290 members 
Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 21575 members 
Mstep: Class 3 contains 21042 members 
Mstep: Class 4 contains 1075 members 
Mstep: Class 5 contains 7932 members 
Mstep: Class 6 contains 26399 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 131873 members 
Mstep: Class 10 contains 7578 members 
Mstep: Class 11 contains 75258 members 
Mstep: Class 12 contains 515 members 
Mstep: Class 13 contains 82103 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 37298 members 
Mstep: Class 16 contains 116302 members 
Mstep: Class 17 contains 3327 members 
Mstep: Class 18 contains 8074 members 
Mstep: Class 19 contains 13104 members 
Mstep: Class 20 contains 11517 members 
Mstep: Class 21 contains 7477 members 
Mstep: Class 22 contains 29863 members 
Mstep: Class 23 contains 116565 members 
Mstep: Class 24 contains 7497 members 
Mstep: Class 25 contains 6910 members 
Mstep: Class 26 contains 6230 members 
Mstep: Class 27 contains 5704 members 
Mstep: Class 28 contains 541 members 
Mstep: Class 29 contains 2486 members 
Mstep: Class 30 contains 30292 members 
Mstep: Class 31 contains 4688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108904704.000000 Penalty: 68979.507812
Iteration 40F: 32 clusters Score -1.089047e+08 nChanged 17205
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 94075 members 
Mstep: Class 2 contains 21762 members 
Mstep: Class 3 contains 21570 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 7634 members 
Mstep: Class 6 contains 26053 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 132292 members 
Mstep: Class 10 contains 7771 members 
Mstep: Class 11 contains 74715 members 
Mstep: Class 12 contains 478 members 
Mstep: Class 13 contains 80210 members 
Mstep: Class 14 contains 3085 members 
Mstep: Class 15 contains 36664 members 
Mstep: Class 16 contains 116857 members 
Mstep: Class 17 contains 3241 members 
Mstep: Class 18 contains 7677 members 
Mstep: Class 19 contains 12741 members 
Mstep: Class 20 contains 11201 members 
Mstep: Class 21 contains 7228 members 
Mstep: Class 22 contains 29842 members 
Mstep: Class 23 contains 116403 members 
Mstep: Class 24 contains 7474 members 
Mstep: Class 25 contains 7643 members 
Mstep: Class 26 contains 6121 members 
Mstep: Class 27 contains 5985 members 
Mstep: Class 28 contains 565 members 
Mstep: Class 29 contains 2637 members 
Mstep: Class 30 contains 31234 members 
Mstep: Class 31 contains 5024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108910000.000000 Penalty: 68979.507812
Iteration 41Q: 32 clusters Score -1.0891e+08 nChanged 12850
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 94944 members 
Mstep: Class 2 contains 21892 members 
Mstep: Class 3 contains 21927 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 7424 members 
Mstep: Class 6 contains 25743 members 
Mstep: Class 7 contains 2334 members 
Mstep: Class 8 contains 3076 members 
Mstep: Class 9 contains 132796 members 
Mstep: Class 10 contains 7937 members 
Mstep: Class 11 contains 74264 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 78251 members 
Mstep: Class 14 contains 3214 members 
Mstep: Class 15 contains 36183 members 
Mstep: Class 16 contains 117642 members 
Mstep: Class 17 contains 3155 members 
Mstep: Class 18 contains 7442 members 
Mstep: Class 19 contains 12622 members 
Mstep: Class 20 contains 11025 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 22 contains 29812 members 
Mstep: Class 23 contains 116241 members 
Mstep: Class 24 contains 7453 members 
Mstep: Class 25 contains 8143 members 
Mstep: Class 26 contains 6017 members 
Mstep: Class 27 contains 6278 members 
Mstep: Class 28 contains 528 members 
Mstep: Class 29 contains 2699 members 
Mstep: Class 30 contains 31708 members 
Mstep: Class 31 contains 5244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108912592.000000 Penalty: 68979.507812
Iteration 42Q: 32 clusters Score -1.089126e+08 nChanged 10799
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 95784 members 
Mstep: Class 2 contains 22044 members 
Mstep: Class 3 contains 22239 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 7253 members 
Mstep: Class 6 contains 25471 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 3133 members 
Mstep: Class 9 contains 133252 members 
Mstep: Class 10 contains 8084 members 
Mstep: Class 11 contains 73924 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 76529 members 
Mstep: Class 14 contains 3305 members 
Mstep: Class 15 contains 35799 members 
Mstep: Class 16 contains 118376 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 7297 members 
Mstep: Class 19 contains 12553 members 
Mstep: Class 20 contains 10880 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 22 contains 29777 members 
Mstep: Class 23 contains 116039 members 
Mstep: Class 24 contains 7421 members 
Mstep: Class 25 contains 8479 members 
Mstep: Class 26 contains 5925 members 
Mstep: Class 27 contains 6566 members 
Mstep: Class 28 contains 513 members 
Mstep: Class 29 contains 2713 members 
Mstep: Class 30 contains 32010 members 
Mstep: Class 31 contains 5411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108914240.000000 Penalty: 68979.507812
Iteration 43Q: 32 clusters Score -1.089142e+08 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 96620 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 22495 members 
Mstep: Class 4 contains 1175 members 
Mstep: Class 5 contains 7102 members 
Mstep: Class 6 contains 25234 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 3186 members 
Mstep: Class 9 contains 133774 members 
Mstep: Class 10 contains 8175 members 
Mstep: Class 11 contains 73699 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 74983 members 
Mstep: Class 14 contains 3366 members 
Mstep: Class 15 contains 35447 members 
Mstep: Class 16 contains 119089 members 
Mstep: Class 17 contains 2986 members 
Mstep: Class 18 contains 7199 members 
Mstep: Class 19 contains 12524 members 
Mstep: Class 20 contains 10763 members 
Mstep: Class 21 contains 6748 members 
Mstep: Class 22 contains 29770 members 
Mstep: Class 23 contains 115721 members 
Mstep: Class 24 contains 7381 members 
Mstep: Class 25 contains 8726 members 
Mstep: Class 26 contains 5853 members 
Mstep: Class 27 contains 6807 members 
Mstep: Class 28 contains 506 members 
Mstep: Class 29 contains 2716 members 
Mstep: Class 30 contains 32166 members 
Mstep: Class 31 contains 5564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108915840.000000 Penalty: 68979.507812
Iteration 44Q: 32 clusters Score -1.089158e+08 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 97412 members 
Mstep: Class 2 contains 22171 members 
Mstep: Class 3 contains 22726 members 
Mstep: Class 4 contains 1185 members 
Mstep: Class 5 contains 6945 members 
Mstep: Class 6 contains 25039 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 3240 members 
Mstep: Class 9 contains 134295 members 
Mstep: Class 10 contains 8255 members 
Mstep: Class 11 contains 73542 members 
Mstep: Class 12 contains 415 members 
Mstep: Class 13 contains 73661 members 
Mstep: Class 14 contains 3416 members 
Mstep: Class 15 contains 35086 members 
Mstep: Class 16 contains 119773 members 
Mstep: Class 17 contains 2941 members 
Mstep: Class 18 contains 7135 members 
Mstep: Class 19 contains 12517 members 
Mstep: Class 20 contains 10682 members 
Mstep: Class 21 contains 6647 members 
Mstep: Class 22 contains 29754 members 
Mstep: Class 23 contains 115282 members 
Mstep: Class 24 contains 7346 members 
Mstep: Class 25 contains 8935 members 
Mstep: Class 26 contains 5783 members 
Mstep: Class 27 contains 7014 members 
Mstep: Class 28 contains 506 members 
Mstep: Class 29 contains 2710 members 
Mstep: Class 30 contains 32217 members 
Mstep: Class 31 contains 5699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108917456.000000 Penalty: 68979.507812
Iteration 45Q: 32 clusters Score -1.089175e+08 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 98100 members 
Mstep: Class 2 contains 22206 members 
Mstep: Class 3 contains 22929 members 
Mstep: Class 4 contains 1196 members 
Mstep: Class 5 contains 6809 members 
Mstep: Class 6 contains 24886 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 3287 members 
Mstep: Class 9 contains 134916 members 
Mstep: Class 10 contains 8334 members 
Mstep: Class 11 contains 73373 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 72430 members 
Mstep: Class 14 contains 3452 members 
Mstep: Class 15 contains 34783 members 
Mstep: Class 16 contains 120442 members 
Mstep: Class 17 contains 2924 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 12516 members 
Mstep: Class 20 contains 10606 members 
Mstep: Class 21 contains 6563 members 
Mstep: Class 22 contains 29750 members 
Mstep: Class 23 contains 114739 members 
Mstep: Class 24 contains 7310 members 
Mstep: Class 25 contains 9089 members 
Mstep: Class 26 contains 5709 members 
Mstep: Class 27 contains 7200 members 
Mstep: Class 28 contains 506 members 
Mstep: Class 29 contains 2707 members 
Mstep: Class 30 contains 32254 members 
Mstep: Class 31 contains 5829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108918280.000000 Penalty: 68979.507812
Iteration 46Q: 32 clusters Score -1.089183e+08 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 98765 members 
Mstep: Class 2 contains 22230 members 
Mstep: Class 3 contains 23114 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 6681 members 
Mstep: Class 6 contains 24727 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 3322 members 
Mstep: Class 9 contains 135623 members 
Mstep: Class 10 contains 8408 members 
Mstep: Class 11 contains 73218 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 71337 members 
Mstep: Class 14 contains 3487 members 
Mstep: Class 15 contains 34468 members 
Mstep: Class 16 contains 121148 members 
Mstep: Class 17 contains 2917 members 
Mstep: Class 18 contains 7060 members 
Mstep: Class 19 contains 12542 members 
Mstep: Class 20 contains 10536 members 
Mstep: Class 21 contains 6509 members 
Mstep: Class 22 contains 29731 members 
Mstep: Class 23 contains 114022 members 
Mstep: Class 24 contains 7267 members 
Mstep: Class 25 contains 9236 members 
Mstep: Class 26 contains 5658 members 
Mstep: Class 27 contains 7367 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 2685 members 
Mstep: Class 30 contains 32248 members 
Mstep: Class 31 contains 5943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108918872.000000 Penalty: 68979.507812
Iteration 47Q: 32 clusters Score -1.089189e+08 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 99368 members 
Mstep: Class 2 contains 22250 members 
Mstep: Class 3 contains 23294 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 6548 members 
Mstep: Class 6 contains 24617 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 3351 members 
Mstep: Class 9 contains 136231 members 
Mstep: Class 10 contains 8478 members 
Mstep: Class 11 contains 73095 members 
Mstep: Class 12 contains 393 members 
Mstep: Class 13 contains 70375 members 
Mstep: Class 14 contains 3518 members 
Mstep: Class 15 contains 34174 members 
Mstep: Class 16 contains 121873 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 7032 members 
Mstep: Class 19 contains 12585 members 
Mstep: Class 20 contains 10462 members 
Mstep: Class 21 contains 6475 members 
Mstep: Class 22 contains 29689 members 
Mstep: Class 23 contains 113305 members 
Mstep: Class 24 contains 7238 members 
Mstep: Class 25 contains 9340 members 
Mstep: Class 26 contains 5602 members 
Mstep: Class 27 contains 7545 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 2669 members 
Mstep: Class 30 contains 32194 members 
Mstep: Class 31 contains 6048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108919032.000000 Penalty: 68979.507812
Iteration 48Q: 32 clusters Score -1.08919e+08 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 99963 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 23514 members 
Mstep: Class 4 contains 1206 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 24500 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 136841 members 
Mstep: Class 10 contains 8531 members 
Mstep: Class 11 contains 73005 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 69525 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 33907 members 
Mstep: Class 16 contains 122591 members 
Mstep: Class 17 contains 2869 members 
Mstep: Class 18 contains 7004 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 10403 members 
Mstep: Class 21 contains 6444 members 
Mstep: Class 22 contains 29659 members 
Mstep: Class 23 contains 112530 members 
Mstep: Class 24 contains 7206 members 
Mstep: Class 25 contains 9429 members 
Mstep: Class 26 contains 5560 members 
Mstep: Class 27 contains 7680 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 2642 members 
Mstep: Class 30 contains 32134 members 
Mstep: Class 31 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108919192.000000 Penalty: 68979.507812
Iteration 49Q: 32 clusters Score -1.089192e+08 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 100522 members 
Mstep: Class 2 contains 22110 members 
Mstep: Class 3 contains 23724 members 
Mstep: Class 4 contains 1212 members 
Mstep: Class 5 contains 6288 members 
Mstep: Class 6 contains 24393 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 3418 members 
Mstep: Class 9 contains 137457 members 
Mstep: Class 10 contains 8590 members 
Mstep: Class 11 contains 72976 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 68835 members 
Mstep: Class 14 contains 3562 members 
Mstep: Class 15 contains 33645 members 
Mstep: Class 16 contains 123296 members 
Mstep: Class 17 contains 2852 members 
Mstep: Class 18 contains 6987 members 
Mstep: Class 19 contains 12723 members 
Mstep: Class 20 contains 10343 members 
Mstep: Class 21 contains 6418 members 
Mstep: Class 22 contains 29634 members 
Mstep: Class 23 contains 111642 members 
Mstep: Class 24 contains 7178 members 
Mstep: Class 25 contains 9515 members 
Mstep: Class 26 contains 5511 members 
Mstep: Class 27 contains 7765 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 2620 members 
Mstep: Class 30 contains 32045 members 
Mstep: Class 31 contains 6215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108919256.000000 Penalty: 68979.507812
Iteration 50Q: 32 clusters Score -1.089193e+08 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 100999 members 
Mstep: Class 2 contains 22028 members 
Mstep: Class 3 contains 23916 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 6147 members 
Mstep: Class 6 contains 24296 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 138163 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 72936 members 
Mstep: Class 12 contains 383 members 
Mstep: Class 13 contains 68250 members 
Mstep: Class 14 contains 3587 members 
Mstep: Class 15 contains 33400 members 
Mstep: Class 16 contains 124006 members 
Mstep: Class 17 contains 2837 members 
Mstep: Class 18 contains 6981 members 
Mstep: Class 19 contains 12804 members 
Mstep: Class 20 contains 10283 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 29595 members 
Mstep: Class 23 contains 110651 members 
Mstep: Class 24 contains 7153 members 
Mstep: Class 25 contains 9585 members 
Mstep: Class 26 contains 5455 members 
Mstep: Class 27 contains 7862 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 2603 members 
Mstep: Class 30 contains 31959 members 
Mstep: Class 31 contains 6274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108918704.000000 Penalty: 68979.507812
Iteration 51Q: 32 clusters Score -1.089187e+08 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 21915 members 
Mstep: Class 3 contains 24101 members 
Mstep: Class 4 contains 1225 members 
Mstep: Class 5 contains 6007 members 
Mstep: Class 6 contains 24202 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 3489 members 
Mstep: Class 9 contains 138899 members 
Mstep: Class 10 contains 8675 members 
Mstep: Class 11 contains 72863 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 67764 members 
Mstep: Class 14 contains 3606 members 
Mstep: Class 15 contains 33182 members 
Mstep: Class 16 contains 124762 members 
Mstep: Class 17 contains 2809 members 
Mstep: Class 18 contains 6976 members 
Mstep: Class 19 contains 12899 members 
Mstep: Class 20 contains 10232 members 
Mstep: Class 21 contains 6401 members 
Mstep: Class 22 contains 29554 members 
Mstep: Class 23 contains 109588 members 
Mstep: Class 24 contains 7127 members 
Mstep: Class 25 contains 9663 members 
Mstep: Class 26 contains 5410 members 
Mstep: Class 27 contains 7933 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 31875 members 
Mstep: Class 31 contains 6319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108918416.000000 Penalty: 68979.507812
Iteration 52Q: 32 clusters Score -1.089184e+08 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 101774 members 
Mstep: Class 2 contains 21798 members 
Mstep: Class 3 contains 24284 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 3513 members 
Mstep: Class 9 contains 139590 members 
Mstep: Class 10 contains 8704 members 
Mstep: Class 11 contains 72849 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 13 contains 67342 members 
Mstep: Class 14 contains 3616 members 
Mstep: Class 15 contains 32964 members 
Mstep: Class 16 contains 125477 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 6973 members 
Mstep: Class 19 contains 13023 members 
Mstep: Class 20 contains 10199 members 
Mstep: Class 21 contains 6402 members 
Mstep: Class 22 contains 29525 members 
Mstep: Class 23 contains 108476 members 
Mstep: Class 24 contains 7099 members 
Mstep: Class 25 contains 9731 members 
Mstep: Class 26 contains 5383 members 
Mstep: Class 27 contains 8009 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 2591 members 
Mstep: Class 30 contains 31785 members 
Mstep: Class 31 contains 6392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108917832.000000 Penalty: 68979.507812
Iteration 53Q: 32 clusters Score -1.089178e+08 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 102100 members 
Mstep: Class 2 contains 21684 members 
Mstep: Class 3 contains 24425 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 5793 members 
Mstep: Class 6 contains 24069 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 3539 members 
Mstep: Class 9 contains 140215 members 
Mstep: Class 10 contains 8729 members 
Mstep: Class 11 contains 72845 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 66989 members 
Mstep: Class 14 contains 3618 members 
Mstep: Class 15 contains 32780 members 
Mstep: Class 16 contains 126174 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 6970 members 
Mstep: Class 19 contains 13133 members 
Mstep: Class 20 contains 10152 members 
Mstep: Class 21 contains 6399 members 
Mstep: Class 22 contains 29493 members 
Mstep: Class 23 contains 107377 members 
Mstep: Class 24 contains 7079 members 
Mstep: Class 25 contains 9767 members 
Mstep: Class 26 contains 5352 members 
Mstep: Class 27 contains 8113 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 31702 members 
Mstep: Class 31 contains 6462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108917000.000000 Penalty: 68979.507812
Iteration 54Q: 32 clusters Score -1.08917e+08 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 102392 members 
Mstep: Class 2 contains 21522 members 
Mstep: Class 3 contains 24557 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 5704 members 
Mstep: Class 6 contains 24012 members 
Mstep: Class 7 contains 2251 members 
Mstep: Class 8 contains 3559 members 
Mstep: Class 9 contains 140618 members 
Mstep: Class 10 contains 8757 members 
Mstep: Class 11 contains 72892 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 66788 members 
Mstep: Class 14 contains 3620 members 
Mstep: Class 15 contains 32609 members 
Mstep: Class 16 contains 126855 members 
Mstep: Class 17 contains 2734 members 
Mstep: Class 18 contains 6968 members 
Mstep: Class 19 contains 13262 members 
Mstep: Class 20 contains 10121 members 
Mstep: Class 21 contains 6393 members 
Mstep: Class 22 contains 29472 members 
Mstep: Class 23 contains 106343 members 
Mstep: Class 24 contains 7062 members 
Mstep: Class 25 contains 9812 members 
Mstep: Class 26 contains 5317 members 
Mstep: Class 27 contains 8212 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 31619 members 
Mstep: Class 31 contains 6512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108917088.000000 Penalty: 68979.507812
Iteration 55Q: 32 clusters Score -1.089171e+08 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 102661 members 
Mstep: Class 2 contains 21322 members 
Mstep: Class 3 contains 24665 members 
Mstep: Class 4 contains 1232 members 
Mstep: Class 5 contains 5619 members 
Mstep: Class 6 contains 23961 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 140963 members 
Mstep: Class 10 contains 8784 members 
Mstep: Class 11 contains 72974 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 66670 members 
Mstep: Class 14 contains 3632 members 
Mstep: Class 15 contains 32457 members 
Mstep: Class 16 contains 127470 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 18 contains 6966 members 
Mstep: Class 19 contains 13395 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 6391 members 
Mstep: Class 22 contains 29456 members 
Mstep: Class 23 contains 105365 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 9852 members 
Mstep: Class 26 contains 5296 members 
Mstep: Class 27 contains 8312 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 31531 members 
Mstep: Class 31 contains 6555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108917344.000000 Penalty: 68979.507812
Iteration 56Q: 32 clusters Score -1.089173e+08 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 102941 members 
Mstep: Class 2 contains 21152 members 
Mstep: Class 3 contains 24770 members 
Mstep: Class 4 contains 1232 members 
Mstep: Class 5 contains 5525 members 
Mstep: Class 6 contains 23937 members 
Mstep: Class 7 contains 2246 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 141138 members 
Mstep: Class 10 contains 8798 members 
Mstep: Class 11 contains 73045 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 66633 members 
Mstep: Class 14 contains 3645 members 
Mstep: Class 15 contains 32312 members 
Mstep: Class 16 contains 128049 members 
Mstep: Class 17 contains 2717 members 
Mstep: Class 18 contains 6973 members 
Mstep: Class 19 contains 13494 members 
Mstep: Class 20 contains 10035 members 
Mstep: Class 21 contains 6392 members 
Mstep: Class 22 contains 29440 members 
Mstep: Class 23 contains 104481 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 9891 members 
Mstep: Class 26 contains 5290 members 
Mstep: Class 27 contains 8402 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 31423 members 
Mstep: Class 31 contains 6609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916960.000000 Penalty: 68979.507812
Iteration 57Q: 32 clusters Score -1.08917e+08 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 103167 members 
Mstep: Class 2 contains 21036 members 
Mstep: Class 3 contains 24869 members 
Mstep: Class 4 contains 1233 members 
Mstep: Class 5 contains 5425 members 
Mstep: Class 6 contains 23923 members 
Mstep: Class 7 contains 2238 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 141177 members 
Mstep: Class 10 contains 8833 members 
Mstep: Class 11 contains 73144 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 66591 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 32182 members 
Mstep: Class 16 contains 128595 members 
Mstep: Class 17 contains 2711 members 
Mstep: Class 18 contains 6977 members 
Mstep: Class 19 contains 13564 members 
Mstep: Class 20 contains 10004 members 
Mstep: Class 21 contains 6394 members 
Mstep: Class 22 contains 29424 members 
Mstep: Class 23 contains 103760 members 
Mstep: Class 24 contains 7026 members 
Mstep: Class 25 contains 9918 members 
Mstep: Class 26 contains 5259 members 
Mstep: Class 27 contains 8492 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2564 members 
Mstep: Class 30 contains 31331 members 
Mstep: Class 31 contains 6660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916936.000000 Penalty: 68979.507812
Iteration 58Q: 32 clusters Score -1.089169e+08 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 20907 members 
Mstep: Class 3 contains 24969 members 
Mstep: Class 4 contains 1233 members 
Mstep: Class 5 contains 5331 members 
Mstep: Class 6 contains 23900 members 
Mstep: Class 7 contains 2232 members 
Mstep: Class 8 contains 3622 members 
Mstep: Class 9 contains 141200 members 
Mstep: Class 10 contains 8835 members 
Mstep: Class 11 contains 73263 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 66594 members 
Mstep: Class 14 contains 3665 members 
Mstep: Class 15 contains 32052 members 
Mstep: Class 16 contains 129074 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 6982 members 
Mstep: Class 19 contains 13633 members 
Mstep: Class 20 contains 9968 members 
Mstep: Class 21 contains 6396 members 
Mstep: Class 22 contains 29397 members 
Mstep: Class 23 contains 103089 members 
Mstep: Class 24 contains 7018 members 
Mstep: Class 25 contains 9937 members 
Mstep: Class 26 contains 5236 members 
Mstep: Class 27 contains 8592 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2566 members 
Mstep: Class 30 contains 31255 members 
Mstep: Class 31 contains 6711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916856.000000 Penalty: 68979.507812
Iteration 59Q: 32 clusters Score -1.089169e+08 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 103637 members 
Mstep: Class 2 contains 20804 members 
Mstep: Class 3 contains 25053 members 
Mstep: Class 4 contains 1234 members 
Mstep: Class 5 contains 5248 members 
Mstep: Class 6 contains 23873 members 
Mstep: Class 7 contains 2223 members 
Mstep: Class 8 contains 3638 members 
Mstep: Class 9 contains 141230 members 
Mstep: Class 10 contains 8852 members 
Mstep: Class 11 contains 73360 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 66613 members 
Mstep: Class 14 contains 3664 members 
Mstep: Class 15 contains 31940 members 
Mstep: Class 16 contains 129530 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 6989 members 
Mstep: Class 19 contains 13699 members 
Mstep: Class 20 contains 9929 members 
Mstep: Class 21 contains 6394 members 
Mstep: Class 22 contains 29375 members 
Mstep: Class 23 contains 102445 members 
Mstep: Class 24 contains 7016 members 
Mstep: Class 25 contains 9970 members 
Mstep: Class 26 contains 5189 members 
Mstep: Class 27 contains 8694 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 31165 members 
Mstep: Class 31 contains 6754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108918672.000000 Penalty: 68979.507812
Iteration 60F: 32 clusters Score -1.089187e+08 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 103831 members 
Mstep: Class 2 contains 20685 members 
Mstep: Class 3 contains 25153 members 
Mstep: Class 4 contains 1233 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 6 contains 23849 members 
Mstep: Class 7 contains 2225 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 141218 members 
Mstep: Class 10 contains 8855 members 
Mstep: Class 11 contains 73431 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 66719 members 
Mstep: Class 14 contains 3678 members 
Mstep: Class 15 contains 31822 members 
Mstep: Class 16 contains 129919 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 13776 members 
Mstep: Class 20 contains 9889 members 
Mstep: Class 21 contains 6392 members 
Mstep: Class 22 contains 29349 members 
Mstep: Class 23 contains 101859 members 
Mstep: Class 24 contains 7014 members 
Mstep: Class 25 contains 9993 members 
Mstep: Class 26 contains 5152 members 
Mstep: Class 27 contains 8801 members 
Mstep: Class 28 contains 536 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 31085 members 
Mstep: Class 31 contains 6808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108919912.000000 Penalty: 68979.507812
Iteration 61Q: 32 clusters Score -1.089199e+08 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 104025 members 
Mstep: Class 2 contains 20570 members 
Mstep: Class 3 contains 25254 members 
Mstep: Class 4 contains 1235 members 
Mstep: Class 5 contains 5076 members 
Mstep: Class 6 contains 23815 members 
Mstep: Class 7 contains 2229 members 
Mstep: Class 8 contains 3667 members 
Mstep: Class 9 contains 141205 members 
Mstep: Class 10 contains 8842 members 
Mstep: Class 11 contains 73505 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 13 contains 66813 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 31724 members 
Mstep: Class 16 contains 130296 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 6995 members 
Mstep: Class 19 contains 13847 members 
Mstep: Class 20 contains 9861 members 
Mstep: Class 21 contains 6390 members 
Mstep: Class 22 contains 29326 members 
Mstep: Class 23 contains 101267 members 
Mstep: Class 24 contains 7010 members 
Mstep: Class 25 contains 10025 members 
Mstep: Class 26 contains 5120 members 
Mstep: Class 27 contains 8929 members 
Mstep: Class 28 contains 517 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 30998 members 
Mstep: Class 31 contains 6860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920376.000000 Penalty: 68979.507812
Iteration 62Q: 32 clusters Score -1.089204e+08 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 104182 members 
Mstep: Class 2 contains 20474 members 
Mstep: Class 3 contains 25352 members 
Mstep: Class 4 contains 1238 members 
Mstep: Class 5 contains 4992 members 
Mstep: Class 6 contains 23799 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 141215 members 
Mstep: Class 10 contains 8851 members 
Mstep: Class 11 contains 73572 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 66909 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 31629 members 
Mstep: Class 16 contains 130639 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 6999 members 
Mstep: Class 19 contains 13906 members 
Mstep: Class 20 contains 9828 members 
Mstep: Class 21 contains 6387 members 
Mstep: Class 22 contains 29319 members 
Mstep: Class 23 contains 100704 members 
Mstep: Class 24 contains 7010 members 
Mstep: Class 25 contains 10060 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 9022 members 
Mstep: Class 28 contains 504 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30928 members 
Mstep: Class 31 contains 6902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920480.000000 Penalty: 68979.507812
Iteration 63Q: 32 clusters Score -1.089205e+08 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 104350 members 
Mstep: Class 2 contains 20404 members 
Mstep: Class 3 contains 25453 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 4891 members 
Mstep: Class 6 contains 23779 members 
Mstep: Class 7 contains 2146 members 
Mstep: Class 8 contains 3685 members 
Mstep: Class 9 contains 141175 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 73638 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 67052 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 31547 members 
Mstep: Class 16 contains 130943 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 7000 members 
Mstep: Class 19 contains 13944 members 
Mstep: Class 20 contains 9806 members 
Mstep: Class 21 contains 6385 members 
Mstep: Class 22 contains 29311 members 
Mstep: Class 23 contains 100171 members 
Mstep: Class 24 contains 7013 members 
Mstep: Class 25 contains 10114 members 
Mstep: Class 26 contains 5074 members 
Mstep: Class 27 contains 9091 members 
Mstep: Class 28 contains 494 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 30876 members 
Mstep: Class 31 contains 6930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920280.000000 Penalty: 68979.507812
Iteration 64Q: 32 clusters Score -1.089203e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 104497 members 
Mstep: Class 2 contains 20349 members 
Mstep: Class 3 contains 25528 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 23752 members 
Mstep: Class 7 contains 2110 members 
Mstep: Class 8 contains 3685 members 
Mstep: Class 9 contains 141115 members 
Mstep: Class 10 contains 8893 members 
Mstep: Class 11 contains 73709 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 67262 members 
Mstep: Class 14 contains 3704 members 
Mstep: Class 15 contains 31461 members 
Mstep: Class 16 contains 131199 members 
Mstep: Class 17 contains 2661 members 
Mstep: Class 18 contains 7001 members 
Mstep: Class 19 contains 13971 members 
Mstep: Class 20 contains 9777 members 
Mstep: Class 21 contains 6381 members 
Mstep: Class 22 contains 29305 members 
Mstep: Class 23 contains 99672 members 
Mstep: Class 24 contains 7009 members 
Mstep: Class 25 contains 10159 members 
Mstep: Class 26 contains 5045 members 
Mstep: Class 27 contains 9160 members 
Mstep: Class 28 contains 491 members 
Mstep: Class 29 contains 2592 members 
Mstep: Class 30 contains 30823 members 
Mstep: Class 31 contains 6963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920224.000000 Penalty: 68979.507812
Iteration 65Q: 32 clusters Score -1.089202e+08 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 104628 members 
Mstep: Class 2 contains 20277 members 
Mstep: Class 3 contains 25596 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 4742 members 
Mstep: Class 6 contains 23737 members 
Mstep: Class 7 contains 2088 members 
Mstep: Class 8 contains 3689 members 
Mstep: Class 9 contains 141026 members 
Mstep: Class 10 contains 8909 members 
Mstep: Class 11 contains 73780 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 67529 members 
Mstep: Class 14 contains 3706 members 
Mstep: Class 15 contains 31376 members 
Mstep: Class 16 contains 131403 members 
Mstep: Class 17 contains 2653 members 
Mstep: Class 18 contains 7007 members 
Mstep: Class 19 contains 14020 members 
Mstep: Class 20 contains 9758 members 
Mstep: Class 21 contains 6376 members 
Mstep: Class 22 contains 29278 members 
Mstep: Class 23 contains 99178 members 
Mstep: Class 24 contains 7005 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 5013 members 
Mstep: Class 27 contains 9254 members 
Mstep: Class 28 contains 489 members 
Mstep: Class 29 contains 2602 members 
Mstep: Class 30 contains 30765 members 
Mstep: Class 31 contains 6992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920456.000000 Penalty: 68979.507812
Iteration 66Q: 32 clusters Score -1.089205e+08 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 104734 members 
Mstep: Class 2 contains 20208 members 
Mstep: Class 3 contains 25662 members 
Mstep: Class 4 contains 1242 members 
Mstep: Class 5 contains 4684 members 
Mstep: Class 6 contains 23730 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 140942 members 
Mstep: Class 10 contains 8922 members 
Mstep: Class 11 contains 73808 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 67796 members 
Mstep: Class 14 contains 3708 members 
Mstep: Class 15 contains 31286 members 
Mstep: Class 16 contains 131629 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 7015 members 
Mstep: Class 19 contains 14080 members 
Mstep: Class 20 contains 9741 members 
Mstep: Class 21 contains 6372 members 
Mstep: Class 22 contains 29240 members 
Mstep: Class 23 contains 98701 members 
Mstep: Class 24 contains 7002 members 
Mstep: Class 25 contains 10254 members 
Mstep: Class 26 contains 4977 members 
Mstep: Class 27 contains 9349 members 
Mstep: Class 28 contains 489 members 
Mstep: Class 29 contains 2613 members 
Mstep: Class 30 contains 30717 members 
Mstep: Class 31 contains 7016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108920640.000000 Penalty: 68979.507812
Iteration 67Q: 32 clusters Score -1.089206e+08 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 104862 members 
Mstep: Class 2 contains 20123 members 
Mstep: Class 3 contains 25707 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 4638 members 
Mstep: Class 6 contains 23720 members 
Mstep: Class 7 contains 2039 members 
Mstep: Class 8 contains 3706 members 
Mstep: Class 9 contains 140781 members 
Mstep: Class 10 contains 8940 members 
Mstep: Class 11 contains 73872 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 68114 members 
Mstep: Class 14 contains 3718 members 
Mstep: Class 15 contains 31192 members 
Mstep: Class 16 contains 131882 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 7021 members 
Mstep: Class 19 contains 14138 members 
Mstep: Class 20 contains 9720 members 
Mstep: Class 21 contains 6365 members 
Mstep: Class 22 contains 29191 members 
Mstep: Class 23 contains 98249 members 
Mstep: Class 24 contains 7001 members 
Mstep: Class 25 contains 10294 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 9432 members 
Mstep: Class 28 contains 489 members 
Mstep: Class 29 contains 2615 members 
Mstep: Class 30 contains 30667 members 
Mstep: Class 31 contains 7036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108921168.000000 Penalty: 68979.507812
Iteration 68Q: 32 clusters Score -1.089212e+08 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 104981 members 
Mstep: Class 2 contains 20030 members 
Mstep: Class 3 contains 25738 members 
Mstep: Class 4 contains 1243 members 
Mstep: Class 5 contains 4605 members 
Mstep: Class 6 contains 23716 members 
Mstep: Class 7 contains 2020 members 
Mstep: Class 8 contains 3718 members 
Mstep: Class 9 contains 140618 members 
Mstep: Class 10 contains 8949 members 
Mstep: Class 11 contains 73951 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 68434 members 
Mstep: Class 14 contains 3722 members 
Mstep: Class 15 contains 31103 members 
Mstep: Class 16 contains 132090 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 7026 members 
Mstep: Class 19 contains 14204 members 
Mstep: Class 20 contains 9694 members 
Mstep: Class 21 contains 6358 members 
Mstep: Class 22 contains 29150 members 
Mstep: Class 23 contains 97832 members 
Mstep: Class 24 contains 7004 members 
Mstep: Class 25 contains 10325 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 9505 members 
Mstep: Class 28 contains 489 members 
Mstep: Class 29 contains 2624 members 
Mstep: Class 30 contains 30622 members 
Mstep: Class 31 contains 7055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108921400.000000 Penalty: 68979.507812
Iteration 69Q: 32 clusters Score -1.089214e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 105116 members 
Mstep: Class 2 contains 19959 members 
Mstep: Class 3 contains 25770 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 4574 members 
Mstep: Class 6 contains 23710 members 
Mstep: Class 7 contains 1995 members 
Mstep: Class 8 contains 3734 members 
Mstep: Class 9 contains 140412 members 
Mstep: Class 10 contains 8941 members 
Mstep: Class 11 contains 74022 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 68781 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 31007 members 
Mstep: Class 16 contains 132269 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 7030 members 
Mstep: Class 19 contains 14268 members 
Mstep: Class 20 contains 9682 members 
Mstep: Class 21 contains 6348 members 
Mstep: Class 22 contains 29105 members 
Mstep: Class 23 contains 97457 members 
Mstep: Class 24 contains 7004 members 
Mstep: Class 25 contains 10362 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 9579 members 
Mstep: Class 28 contains 489 members 
Mstep: Class 29 contains 2617 members 
Mstep: Class 30 contains 30580 members 
Mstep: Class 31 contains 7078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108921512.000000 Penalty: 68979.507812
Iteration 70Q: 32 clusters Score -1.089215e+08 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 105211 members 
Mstep: Class 2 contains 19926 members 
Mstep: Class 3 contains 25792 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 4539 members 
Mstep: Class 6 contains 23695 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 140238 members 
Mstep: Class 10 contains 8946 members 
Mstep: Class 11 contains 74080 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 69150 members 
Mstep: Class 14 contains 3726 members 
Mstep: Class 15 contains 30925 members 
Mstep: Class 16 contains 132421 members 
Mstep: Class 17 contains 2594 members 
Mstep: Class 18 contains 7033 members 
Mstep: Class 19 contains 14334 members 
Mstep: Class 20 contains 9672 members 
Mstep: Class 21 contains 6339 members 
Mstep: Class 22 contains 29074 members 
Mstep: Class 23 contains 97042 members 
Mstep: Class 24 contains 7003 members 
Mstep: Class 25 contains 10387 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 9673 members 
Mstep: Class 28 contains 489 members 
Mstep: Class 29 contains 2624 members 
Mstep: Class 30 contains 30521 members 
Mstep: Class 31 contains 7104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108921480.000000 Penalty: 68979.507812
Iteration 71Q: 32 clusters Score -1.089215e+08 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 105298 members 
Mstep: Class 2 contains 19903 members 
Mstep: Class 3 contains 25811 members 
Mstep: Class 4 contains 1248 members 
Mstep: Class 5 contains 4511 members 
Mstep: Class 6 contains 23682 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 3776 members 
Mstep: Class 9 contains 140072 members 
Mstep: Class 10 contains 8964 members 
Mstep: Class 11 contains 74105 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 69617 members 
Mstep: Class 14 contains 3721 members 
Mstep: Class 15 contains 30886 members 
Mstep: Class 16 contains 132521 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 7037 members 
Mstep: Class 19 contains 14370 members 
Mstep: Class 20 contains 9666 members 
Mstep: Class 21 contains 6332 members 
Mstep: Class 22 contains 29021 members 
Mstep: Class 23 contains 96613 members 
Mstep: Class 24 contains 6998 members 
Mstep: Class 25 contains 10408 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 9751 members 
Mstep: Class 28 contains 489 members 
Mstep: Class 29 contains 2627 members 
Mstep: Class 30 contains 30471 members 
Mstep: Class 31 contains 7131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108921688.000000 Penalty: 68979.507812
Iteration 72Q: 32 clusters Score -1.089217e+08 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 105374 members 
Mstep: Class 2 contains 19898 members 
Mstep: Class 3 contains 25830 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 4482 members 
Mstep: Class 6 contains 23677 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 139927 members 
Mstep: Class 10 contains 8982 members 
Mstep: Class 11 contains 74121 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 70107 members 
Mstep: Class 14 contains 3711 members 
Mstep: Class 15 contains 30833 members 
Mstep: Class 16 contains 132644 members 
Mstep: Class 17 contains 2534 members 
Mstep: Class 18 contains 7039 members 
Mstep: Class 19 contains 14399 members 
Mstep: Class 20 contains 9654 members 
Mstep: Class 21 contains 6322 members 
Mstep: Class 22 contains 28960 members 
Mstep: Class 23 contains 96164 members 
Mstep: Class 24 contains 6995 members 
Mstep: Class 25 contains 10429 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 9820 members 
Mstep: Class 28 contains 489 members 
Mstep: Class 29 contains 2624 members 
Mstep: Class 30 contains 30432 members 
Mstep: Class 31 contains 7148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108921664.000000 Penalty: 68979.507812
Iteration 73Q: 32 clusters Score -1.089217e+08 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 19879 members 
Mstep: Class 3 contains 25829 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 4467 members 
Mstep: Class 6 contains 23666 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 139791 members 
Mstep: Class 10 contains 9003 members 
Mstep: Class 11 contains 74145 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 70589 members 
Mstep: Class 14 contains 3705 members 
Mstep: Class 15 contains 30791 members 
Mstep: Class 16 contains 132746 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 18 contains 7035 members 
Mstep: Class 19 contains 14421 members 
Mstep: Class 20 contains 9628 members 
Mstep: Class 21 contains 6316 members 
Mstep: Class 22 contains 28907 members 
Mstep: Class 23 contains 95708 members 
Mstep: Class 24 contains 6997 members 
Mstep: Class 25 contains 10464 members 
Mstep: Class 26 contains 4729 members 
Mstep: Class 27 contains 9928 members 
Mstep: Class 28 contains 489 members 
Mstep: Class 29 contains 2619 members 
Mstep: Class 30 contains 30388 members 
Mstep: Class 31 contains 7157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108921768.000000 Penalty: 68979.507812
Iteration 74Q: 32 clusters Score -1.089218e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 105520 members 
Mstep: Class 2 contains 19859 members 
Mstep: Class 3 contains 25846 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 4449 members 
Mstep: Class 6 contains 23661 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 139668 members 
Mstep: Class 10 contains 9028 members 
Mstep: Class 11 contains 74143 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 71053 members 
Mstep: Class 14 contains 3709 members 
Mstep: Class 15 contains 30755 members 
Mstep: Class 16 contains 132847 members 
Mstep: Class 17 contains 2455 members 
Mstep: Class 18 contains 7034 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 9592 members 
Mstep: Class 21 contains 6307 members 
Mstep: Class 22 contains 28852 members 
Mstep: Class 23 contains 95277 members 
Mstep: Class 24 contains 6997 members 
Mstep: Class 25 contains 10493 members 
Mstep: Class 26 contains 4709 members 
Mstep: Class 27 contains 10040 members 
Mstep: Class 28 contains 489 members 
Mstep: Class 29 contains 2613 members 
Mstep: Class 30 contains 30326 members 
Mstep: Class 31 contains 7172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108922104.000000 Penalty: 68979.507812
Iteration 75Q: 32 clusters Score -1.089221e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 105576 members 
Mstep: Class 2 contains 19832 members 
Mstep: Class 3 contains 25846 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 4438 members 
Mstep: Class 6 contains 23649 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 3872 members 
Mstep: Class 9 contains 139557 members 
Mstep: Class 10 contains 9047 members 
Mstep: Class 11 contains 74148 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 71517 members 
Mstep: Class 14 contains 3719 members 
Mstep: Class 15 contains 30724 members 
Mstep: Class 16 contains 132941 members 
Mstep: Class 17 contains 2409 members 
Mstep: Class 18 contains 7034 members 
Mstep: Class 19 contains 14462 members 
Mstep: Class 20 contains 9569 members 
Mstep: Class 21 contains 6300 members 
Mstep: Class 22 contains 28806 members 
Mstep: Class 23 contains 94856 members 
Mstep: Class 24 contains 6998 members 
Mstep: Class 25 contains 10514 members 
Mstep: Class 26 contains 4678 members 
Mstep: Class 27 contains 10154 members 
Mstep: Class 28 contains 488 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 30268 members 
Mstep: Class 31 contains 7191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108922624.000000 Penalty: 68979.507812
Iteration 76Q: 32 clusters Score -1.089226e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 105627 members 
Mstep: Class 2 contains 19810 members 
Mstep: Class 3 contains 25841 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 6 contains 23640 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 139395 members 
Mstep: Class 10 contains 9069 members 
Mstep: Class 11 contains 74194 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 72005 members 
Mstep: Class 14 contains 3732 members 
Mstep: Class 15 contains 30687 members 
Mstep: Class 16 contains 133038 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 7031 members 
Mstep: Class 19 contains 14492 members 
Mstep: Class 20 contains 9550 members 
Mstep: Class 21 contains 6290 members 
Mstep: Class 22 contains 28754 members 
Mstep: Class 23 contains 94416 members 
Mstep: Class 24 contains 7000 members 
Mstep: Class 25 contains 10524 members 
Mstep: Class 26 contains 4646 members 
Mstep: Class 27 contains 10270 members 
Mstep: Class 28 contains 488 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 30215 members 
Mstep: Class 31 contains 7213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108922776.000000 Penalty: 68979.507812
Iteration 77Q: 32 clusters Score -1.089228e+08 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 105639 members 
Mstep: Class 2 contains 19780 members 
Mstep: Class 3 contains 25830 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 23632 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 139275 members 
Mstep: Class 10 contains 9089 members 
Mstep: Class 11 contains 74213 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 72489 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 30663 members 
Mstep: Class 16 contains 133091 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 7030 members 
Mstep: Class 19 contains 14511 members 
Mstep: Class 20 contains 9535 members 
Mstep: Class 21 contains 6286 members 
Mstep: Class 22 contains 28708 members 
Mstep: Class 23 contains 93983 members 
Mstep: Class 24 contains 6998 members 
Mstep: Class 25 contains 10550 members 
Mstep: Class 26 contains 4627 members 
Mstep: Class 27 contains 10390 members 
Mstep: Class 28 contains 488 members 
Mstep: Class 29 contains 2559 members 
Mstep: Class 30 contains 30165 members 
Mstep: Class 31 contains 7228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923120.000000 Penalty: 68979.507812
Iteration 78Q: 32 clusters Score -1.089231e+08 nChanged 2337
Entering ConstructFrom: 
Score: -108923120.000000 Penalty: 68979.507812
Entering ConstructFrom: 
Trying to split cluster 1 (105603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105603 members 
Entering Unmasked Estep 
Score: -13448228.000000 Penalty: 1879.709351
	Iteration 0F: 2 clusters Score -1.344823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -13379541.000000 Penalty: 3759.418701
	Iteration 0F: 3 clusters Score -1.337954e+07 nChanged 50604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -13408709.000000 Penalty: 3759.418701
	Iteration 1F: 3 clusters Score -1.340871e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -13409808.000000 Penalty: 3759.418701
	Iteration 2Q: 3 clusters Score -1.340981e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -13411690.000000 Penalty: 3759.418701
	Iteration 3Q: 3 clusters Score -1.341169e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -13414929.000000 Penalty: 3759.418701
	Iteration 4F: 3 clusters Score -1.341493e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -13419802.000000 Penalty: 3759.418701
	Iteration 5F: 3 clusters Score -1.34198e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 82439 members 
Entering Unmasked Estep 
Score: -13426691.000000 Penalty: 3759.418701
	Iteration 6F: 3 clusters Score -1.342669e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 90820 members 
Entering Unmasked Estep 
Score: -13434315.000000 Penalty: 3759.418701
	Iteration 7F: 3 clusters Score -1.343432e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 97496 members 
Entering Unmasked Estep 
Score: -13440204.000000 Penalty: 3759.418701
	Iteration 8F: 3 clusters Score -1.34402e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -13443566.000000 Penalty: 3759.418701
	Iteration 9Q: 3 clusters Score -1.344357e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 103636 members 
Entering Unmasked Estep 
Score: -13445163.000000 Penalty: 3759.418701
	Iteration 10Q: 3 clusters Score -1.344516e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 104551 members 
Entering Unmasked Estep 
Score: -13445839.000000 Penalty: 3759.418701
	Iteration 11Q: 3 clusters Score -1.344584e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 104929 members 
Entering Unmasked Estep 
Score: -13446153.000000 Penalty: 3759.418701
	Iteration 12Q: 3 clusters Score -1.344615e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 105101 members 
Entering Unmasked Estep 
Score: -13446344.000000 Penalty: 3759.418701
	Iteration 13Q: 3 clusters Score -1.344634e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 105176 members 
Entering Unmasked Estep 
Score: -13446408.000000 Penalty: 3759.418701
	Iteration 14Q: 3 clusters Score -1.344641e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 105217 members 
Entering Unmasked Estep 
Score: -13446446.000000 Penalty: 3759.418701
	Iteration 15Q: 3 clusters Score -1.344645e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 105240 members 
Entering Unmasked Estep 
Score: -13446480.000000 Penalty: 3759.418701
	Iteration 16Q: 3 clusters Score -1.344648e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 105263 members 
Entering Unmasked Estep 
Score: -13446537.000000 Penalty: 3759.418701
	Iteration 17Q: 3 clusters Score -1.344654e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 105274 members 
Entering Unmasked Estep 
Score: -13446543.000000 Penalty: 3759.418701
	Iteration 18Q: 3 clusters Score -1.344654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 105285 members 
Entering Unmasked Estep 
Score: -13446568.000000 Penalty: 3759.418701
	Iteration 19Q: 3 clusters Score -1.344657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 105297 members 
Entering Unmasked Estep 
Score: -13446590.000000 Penalty: 3759.418701
	Iteration 20F: 3 clusters Score -1.344659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 105300 members 
Entering Unmasked Estep 
Score: -13446599.000000 Penalty: 3759.418701
	Iteration 21Q: 3 clusters Score -1.34466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 105306 members 
Entering Unmasked Estep 
Score: -13446603.000000 Penalty: 3759.418701
	Iteration 22Q: 3 clusters Score -1.34466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 105309 members 
Entering Unmasked Estep 
Score: -13446620.000000 Penalty: 3759.418701
	Iteration 23Q: 3 clusters Score -1.344662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 105310 members 
Entering Unmasked Estep 
Score: -13446625.000000 Penalty: 3759.418701
	Iteration 24Q: 3 clusters Score -1.344662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 105313 members 
Entering Unmasked Estep 
Score: -13446639.000000 Penalty: 3759.418701
	Iteration 25Q: 3 clusters Score -1.344664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 105315 members 
Entering Unmasked Estep 
Score: -13446643.000000 Penalty: 3759.418701
	Iteration 26Q: 3 clusters Score -1.344664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -13446634.000000 Penalty: 3759.418701
	Iteration 27Q: 3 clusters Score -1.344663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -13446647.000000 Penalty: 3759.418701
	Iteration 28Q: 3 clusters Score -1.344665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 105315 members 
Entering Unmasked Estep 
Score: -13446640.000000 Penalty: 3759.418701
	Iteration 29Q: 3 clusters Score -1.344664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 105317 members 
Entering Unmasked Estep 
Score: -13446649.000000 Penalty: 3759.418701
	Iteration 30Q: 3 clusters Score -1.344665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 105317 members 
Entering Unmasked Estep 
Score: -13446649.000000 Penalty: 3759.418701
	Iteration 31F: 3 clusters Score -1.344665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Entering Unmasked Estep 
Score: -2350942.250000 Penalty: 1607.330200
	Iteration 0F: 2 clusters Score -2350942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2337472.000000 Penalty: 3214.660400
	Iteration 0F: 3 clusters Score -2337472 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2342574.750000 Penalty: 3214.660400
	Iteration 1F: 3 clusters Score -2342575 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2343103.500000 Penalty: 3214.660400
	Iteration 2F: 3 clusters Score -2343104 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2343550.250000 Penalty: 3214.660400
	Iteration 3F: 3 clusters Score -2343550 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2343980.500000 Penalty: 3214.660400
	Iteration 4F: 3 clusters Score -2343980 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2344408.250000 Penalty: 3214.660400
	Iteration 5Q: 3 clusters Score -2344408 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2344881.000000 Penalty: 3214.660400
	Iteration 6Q: 3 clusters Score -2344881 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2345391.250000 Penalty: 3214.660400
	Iteration 7Q: 3 clusters Score -2345391 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2345900.750000 Penalty: 3214.660400
	Iteration 8Q: 3 clusters Score -2345901 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2346455.250000 Penalty: 3214.660400
	Iteration 9Q: 3 clusters Score -2346455 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2346987.500000 Penalty: 3214.660400
	Iteration 10Q: 3 clusters Score -2346988 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2347458.750000 Penalty: 3214.660400
	Iteration 11Q: 3 clusters Score -2347459 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2347857.500000 Penalty: 3214.660400
	Iteration 12Q: 3 clusters Score -2347858 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2348177.250000 Penalty: 3214.660400
	Iteration 13Q: 3 clusters Score -2348177 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2348412.750000 Penalty: 3214.660400
	Iteration 14Q: 3 clusters Score -2348413 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2348575.000000 Penalty: 3214.660400
	Iteration 15Q: 3 clusters Score -2348575 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2348691.750000 Penalty: 3214.660400
	Iteration 16Q: 3 clusters Score -2348692 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2348816.000000 Penalty: 3214.660400
	Iteration 17Q: 3 clusters Score -2348816 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2348926.250000 Penalty: 3214.660400
	Iteration 18Q: 3 clusters Score -2348926 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2349023.000000 Penalty: 3214.660400
	Iteration 19Q: 3 clusters Score -2349023 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2349099.500000 Penalty: 3214.660400
	Iteration 20F: 3 clusters Score -2349100 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2349167.250000 Penalty: 3214.660400
	Iteration 21Q: 3 clusters Score -2349167 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2349218.000000 Penalty: 3214.660400
	Iteration 22Q: 3 clusters Score -2349218 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2349265.250000 Penalty: 3214.660400
	Iteration 23Q: 3 clusters Score -2349265 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2349288.750000 Penalty: 3214.660400
	Iteration 24Q: 3 clusters Score -2349289 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2349329.500000 Penalty: 3214.660400
	Iteration 25Q: 3 clusters Score -2349330 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2349373.500000 Penalty: 3214.660400
	Iteration 26Q: 3 clusters Score -2349374 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2349420.000000 Penalty: 3214.660400
	Iteration 27Q: 3 clusters Score -2349420 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2349448.750000 Penalty: 3214.660400
	Iteration 28Q: 3 clusters Score -2349449 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2349467.500000 Penalty: 3214.660400
	Iteration 29Q: 3 clusters Score -2349468 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2349494.250000 Penalty: 3214.660400
	Iteration 30Q: 3 clusters Score -2349494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2349519.000000 Penalty: 3214.660400
	Iteration 31Q: 3 clusters Score -2349519 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2349560.250000 Penalty: 3214.660400
	Iteration 32Q: 3 clusters Score -2349560 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2349615.750000 Penalty: 3214.660400
	Iteration 33Q: 3 clusters Score -2349616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2349662.000000 Penalty: 3214.660400
	Iteration 34Q: 3 clusters Score -2349662 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2349695.500000 Penalty: 3214.660400
	Iteration 35Q: 3 clusters Score -2349696 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2349725.750000 Penalty: 3214.660400
	Iteration 36Q: 3 clusters Score -2349726 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2349765.750000 Penalty: 3214.660400
	Iteration 37Q: 3 clusters Score -2349766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2349792.750000 Penalty: 3214.660400
	Iteration 38Q: 3 clusters Score -2349793 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2349824.000000 Penalty: 3214.660400
	Iteration 39Q: 3 clusters Score -2349824 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2349858.000000 Penalty: 3214.660400
	Iteration 40F: 3 clusters Score -2349858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2349877.250000 Penalty: 3214.660400
	Iteration 41Q: 3 clusters Score -2349877 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2349899.750000 Penalty: 3214.660400
	Iteration 42Q: 3 clusters Score -2349900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2349910.500000 Penalty: 3214.660400
	Iteration 43Q: 3 clusters Score -2349910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2349927.000000 Penalty: 3214.660400
	Iteration 44Q: 3 clusters Score -2349927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2349931.750000 Penalty: 3214.660400
	Iteration 45Q: 3 clusters Score -2349932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2349934.750000 Penalty: 3214.660400
	Iteration 46Q: 3 clusters Score -2349935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2349939.750000 Penalty: 3214.660400
	Iteration 47Q: 3 clusters Score -2349940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2349946.250000 Penalty: 3214.660400
	Iteration 48Q: 3 clusters Score -2349946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2349956.500000 Penalty: 3214.660400
	Iteration 49Q: 3 clusters Score -2349956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2349958.250000 Penalty: 3214.660400
	Iteration 50Q: 3 clusters Score -2349958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2349961.250000 Penalty: 3214.660400
	Iteration 51Q: 3 clusters Score -2349961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2349966.250000 Penalty: 3214.660400
	Iteration 52Q: 3 clusters Score -2349966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2349968.750000 Penalty: 3214.660400
	Iteration 53Q: 3 clusters Score -2349969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2349976.500000 Penalty: 3214.660400
	Iteration 54Q: 3 clusters Score -2349976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2349986.750000 Penalty: 3214.660400
	Iteration 55Q: 3 clusters Score -2349987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2349995.750000 Penalty: 3214.660400
	Iteration 56Q: 3 clusters Score -2349996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2350002.000000 Penalty: 3214.660400
	Iteration 57Q: 3 clusters Score -2350002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2350007.750000 Penalty: 3214.660400
	Iteration 58Q: 3 clusters Score -2350008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2350010.500000 Penalty: 3214.660400
	Iteration 59Q: 3 clusters Score -2350010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2350016.250000 Penalty: 3214.660400
	Iteration 60F: 3 clusters Score -2350016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2350012.000000 Penalty: 3214.660400
	Iteration 61Q: 3 clusters Score -2350012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2350017.250000 Penalty: 3214.660400
	Iteration 62Q: 3 clusters Score -2350017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2350027.750000 Penalty: 3214.660400
	Iteration 63Q: 3 clusters Score -2350028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2350024.250000 Penalty: 3214.660400
	Iteration 64Q: 3 clusters Score -2350024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2350025.250000 Penalty: 3214.660400
	Iteration 65Q: 3 clusters Score -2350025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2350025.500000 Penalty: 3214.660400
	Iteration 66Q: 3 clusters Score -2350026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2350028.000000 Penalty: 3214.660400
	Iteration 67Q: 3 clusters Score -2350028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2350024.000000 Penalty: 3214.660400
	Iteration 68Q: 3 clusters Score -2350024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2350028.750000 Penalty: 3214.660400
	Iteration 69Q: 3 clusters Score -2350029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2350028.750000 Penalty: 3214.660400
	Iteration 70F: 3 clusters Score -2350029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Entering Unmasked Estep 
Score: -3296605.500000 Penalty: 1650.853516
	Iteration 0F: 2 clusters Score -3296606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3279264.500000 Penalty: 3301.707031
	Iteration 0F: 3 clusters Score -3279264 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3285627.250000 Penalty: 3301.707031
	Iteration 1F: 3 clusters Score -3285627 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3285982.250000 Penalty: 3301.707031
	Iteration 2Q: 3 clusters Score -3285982 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3286352.000000 Penalty: 3301.707031
	Iteration 3Q: 3 clusters Score -3286352 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -3286815.250000 Penalty: 3301.707031
	Iteration 4Q: 3 clusters Score -3286815 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3287504.500000 Penalty: 3301.707031
	Iteration 5F: 3 clusters Score -3287504 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3288559.000000 Penalty: 3301.707031
	Iteration 6F: 3 clusters Score -3288559 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -3290005.000000 Penalty: 3301.707031
	Iteration 7F: 3 clusters Score -3290005 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3291736.250000 Penalty: 3301.707031
	Iteration 8F: 3 clusters Score -3291736 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3293216.500000 Penalty: 3301.707031
	Iteration 9F: 3 clusters Score -3293216 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3294180.000000 Penalty: 3301.707031
	Iteration 10Q: 3 clusters Score -3294180 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3294728.250000 Penalty: 3301.707031
	Iteration 11Q: 3 clusters Score -3294728 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3295085.250000 Penalty: 3301.707031
	Iteration 12Q: 3 clusters Score -3295085 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3295249.500000 Penalty: 3301.707031
	Iteration 13Q: 3 clusters Score -3295250 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3295328.250000 Penalty: 3301.707031
	Iteration 14Q: 3 clusters Score -3295328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3295361.250000 Penalty: 3301.707031
	Iteration 15Q: 3 clusters Score -3295361 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3295391.500000 Penalty: 3301.707031
	Iteration 16Q: 3 clusters Score -3295392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -3295414.500000 Penalty: 3301.707031
	Iteration 17Q: 3 clusters Score -3295414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3295421.500000 Penalty: 3301.707031
	Iteration 18Q: 3 clusters Score -3295422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3295433.000000 Penalty: 3301.707031
	Iteration 19Q: 3 clusters Score -3295433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -3295433.250000 Penalty: 3301.707031
	Iteration 20F: 3 clusters Score -3295433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3295432.500000 Penalty: 3301.707031
	Iteration 21Q: 3 clusters Score -3295432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3295436.750000 Penalty: 3301.707031
	Iteration 22Q: 3 clusters Score -3295437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3295442.250000 Penalty: 3301.707031
	Iteration 23Q: 3 clusters Score -3295442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3295450.750000 Penalty: 3301.707031
	Iteration 24Q: 3 clusters Score -3295451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3295454.750000 Penalty: 3301.707031
	Iteration 25Q: 3 clusters Score -3295455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -3295458.750000 Penalty: 3301.707031
	Iteration 26Q: 3 clusters Score -3295459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -3295460.500000 Penalty: 3301.707031
	Iteration 27Q: 3 clusters Score -3295460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3295459.750000 Penalty: 3301.707031
	Iteration 28Q: 3 clusters Score -3295460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3295466.000000 Penalty: 3301.707031
	Iteration 29Q: 3 clusters Score -3295466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -3295469.250000 Penalty: 3301.707031
	Iteration 30Q: 3 clusters Score -3295469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3295468.250000 Penalty: 3301.707031
	Iteration 31Q: 3 clusters Score -3295468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3295468.500000 Penalty: 3301.707031
	Iteration 32Q: 3 clusters Score -3295468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3295469.000000 Penalty: 3301.707031
	Iteration 33Q: 3 clusters Score -3295469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3295474.000000 Penalty: 3301.707031
	Iteration 34Q: 3 clusters Score -3295474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -3295475.500000 Penalty: 3301.707031
	Iteration 35Q: 3 clusters Score -3295476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3295481.250000 Penalty: 3301.707031
	Iteration 36Q: 3 clusters Score -3295481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3295481.250000 Penalty: 3301.707031
	Iteration 37Q: 3 clusters Score -3295481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3295484.000000 Penalty: 3301.707031
	Iteration 38Q: 3 clusters Score -3295484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3295480.750000 Penalty: 3301.707031
	Iteration 39Q: 3 clusters Score -3295481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3295480.750000 Penalty: 3301.707031
	Iteration 40F: 3 clusters Score -3295481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -151862.015625 Penalty: 1158.771118
	Iteration 0F: 2 clusters Score -151862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -150224.843750 Penalty: 2317.542236
	Iteration 0F: 3 clusters Score -150224.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -150477.250000 Penalty: 2317.542236
	Iteration 1F: 3 clusters Score -150477.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -150561.828125 Penalty: 2317.542236
	Iteration 2F: 3 clusters Score -150561.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -150600.593750 Penalty: 2317.542236
	Iteration 3Q: 3 clusters Score -150600.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -150631.718750 Penalty: 2317.542236
	Iteration 4Q: 3 clusters Score -150631.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -150657.421875 Penalty: 2317.542236
	Iteration 5Q: 3 clusters Score -150657.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -150674.890625 Penalty: 2317.542236
	Iteration 6Q: 3 clusters Score -150674.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -150681.906250 Penalty: 2317.542236
	Iteration 7Q: 3 clusters Score -150681.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -150690.468750 Penalty: 2317.542236
	Iteration 8Q: 3 clusters Score -150690.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -150700.906250 Penalty: 2317.542236
	Iteration 9Q: 3 clusters Score -150700.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -150707.953125 Penalty: 2317.542236
	Iteration 10Q: 3 clusters Score -150708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -150714.140625 Penalty: 2317.542236
	Iteration 11Q: 3 clusters Score -150714.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -150719.875000 Penalty: 2317.542236
	Iteration 12Q: 3 clusters Score -150719.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -150728.125000 Penalty: 2317.542236
	Iteration 13Q: 3 clusters Score -150728.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -150738.203125 Penalty: 2317.542236
	Iteration 14Q: 3 clusters Score -150738.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -150749.875000 Penalty: 2317.542236
	Iteration 15Q: 3 clusters Score -150749.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -150756.343750 Penalty: 2317.542236
	Iteration 16Q: 3 clusters Score -150756.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -150760.093750 Penalty: 2317.542236
	Iteration 17Q: 3 clusters Score -150760.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -150764.718750 Penalty: 2317.542236
	Iteration 18Q: 3 clusters Score -150764.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -150770.546875 Penalty: 2317.542236
	Iteration 19Q: 3 clusters Score -150770.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -150778.062500 Penalty: 2317.542236
	Iteration 20F: 3 clusters Score -150778.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -150781.156250 Penalty: 2317.542236
	Iteration 21Q: 3 clusters Score -150781.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -150784.640625 Penalty: 2317.542236
	Iteration 22Q: 3 clusters Score -150784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -150786.921875 Penalty: 2317.542236
	Iteration 23Q: 3 clusters Score -150786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -150788.843750 Penalty: 2317.542236
	Iteration 24Q: 3 clusters Score -150788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -150788.843750 Penalty: 2317.542236
	Iteration 25F: 3 clusters Score -150788.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -551375.062500 Penalty: 1363.049316
	Iteration 0F: 2 clusters Score -551375.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -547791.625000 Penalty: 2726.098633
	Iteration 0F: 3 clusters Score -547791.6 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -548729.750000 Penalty: 2726.098633
	Iteration 1F: 3 clusters Score -548729.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -548920.562500 Penalty: 2726.098633
	Iteration 2F: 3 clusters Score -548920.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -549109.812500 Penalty: 2726.098633
	Iteration 3F: 3 clusters Score -549109.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -549330.562500 Penalty: 2726.098633
	Iteration 4F: 3 clusters Score -549330.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -549596.937500 Penalty: 2726.098633
	Iteration 5F: 3 clusters Score -549596.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -549899.937500 Penalty: 2726.098633
	Iteration 6F: 3 clusters Score -549899.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -550172.250000 Penalty: 2726.098633
	Iteration 7F: 3 clusters Score -550172.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -550328.750000 Penalty: 2726.098633
	Iteration 8Q: 3 clusters Score -550328.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -550420.750000 Penalty: 2726.098633
	Iteration 9Q: 3 clusters Score -550420.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -550474.812500 Penalty: 2726.098633
	Iteration 10Q: 3 clusters Score -550474.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -550514.187500 Penalty: 2726.098633
	Iteration 11Q: 3 clusters Score -550514.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -550536.812500 Penalty: 2726.098633
	Iteration 12Q: 3 clusters Score -550536.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -550557.125000 Penalty: 2726.098633
	Iteration 13Q: 3 clusters Score -550557.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -550573.500000 Penalty: 2726.098633
	Iteration 14Q: 3 clusters Score -550573.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -550584.875000 Penalty: 2726.098633
	Iteration 15Q: 3 clusters Score -550584.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -550596.062500 Penalty: 2726.098633
	Iteration 16Q: 3 clusters Score -550596.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -550602.000000 Penalty: 2726.098633
	Iteration 17Q: 3 clusters Score -550602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -550606.125000 Penalty: 2726.098633
	Iteration 18Q: 3 clusters Score -550606.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -550608.750000 Penalty: 2726.098633
	Iteration 19Q: 3 clusters Score -550608.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -550610.312500 Penalty: 2726.098633
	Iteration 20F: 3 clusters Score -550610.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -550611.875000 Penalty: 2726.098633
	Iteration 21Q: 3 clusters Score -550611.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -550613.937500 Penalty: 2726.098633
	Iteration 22Q: 3 clusters Score -550613.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -550617.625000 Penalty: 2726.098633
	Iteration 23Q: 3 clusters Score -550617.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -550618.250000 Penalty: 2726.098633
	Iteration 24Q: 3 clusters Score -550618.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -550619.937500 Penalty: 2726.098633
	Iteration 25Q: 3 clusters Score -550619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -550620.375000 Penalty: 2726.098633
	Iteration 26Q: 3 clusters Score -550620.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -550619.875000 Penalty: 2726.098633
	Iteration 27Q: 3 clusters Score -550619.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -550619.875000 Penalty: 2726.098633
	Iteration 28F: 3 clusters Score -550619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Entering Unmasked Estep 
Score: -2954346.250000 Penalty: 1636.384888
	Iteration 0F: 2 clusters Score -2954346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2938313.000000 Penalty: 3272.769775
	Iteration 0F: 3 clusters Score -2938313 nChanged 10766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2944295.250000 Penalty: 3272.769775
	Iteration 1F: 3 clusters Score -2944295 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2944822.750000 Penalty: 3272.769775
	Iteration 2F: 3 clusters Score -2944823 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2945391.250000 Penalty: 3272.769775
	Iteration 3F: 3 clusters Score -2945391 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2945955.250000 Penalty: 3272.769775
	Iteration 4F: 3 clusters Score -2945955 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2946570.000000 Penalty: 3272.769775
	Iteration 5F: 3 clusters Score -2946570 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2947183.750000 Penalty: 3272.769775
	Iteration 6F: 3 clusters Score -2947184 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2947818.250000 Penalty: 3272.769775
	Iteration 7F: 3 clusters Score -2947818 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2948449.750000 Penalty: 3272.769775
	Iteration 8F: 3 clusters Score -2948450 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2949064.000000 Penalty: 3272.769775
	Iteration 9Q: 3 clusters Score -2949064 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2949621.750000 Penalty: 3272.769775
	Iteration 10Q: 3 clusters Score -2949622 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2950140.000000 Penalty: 3272.769775
	Iteration 11Q: 3 clusters Score -2950140 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2950664.750000 Penalty: 3272.769775
	Iteration 12Q: 3 clusters Score -2950665 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2951223.000000 Penalty: 3272.769775
	Iteration 13Q: 3 clusters Score -2951223 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2951744.250000 Penalty: 3272.769775
	Iteration 14Q: 3 clusters Score -2951744 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2952148.500000 Penalty: 3272.769775
	Iteration 15Q: 3 clusters Score -2952148 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -2952443.250000 Penalty: 3272.769775
	Iteration 16Q: 3 clusters Score -2952443 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -2952662.000000 Penalty: 3272.769775
	Iteration 17Q: 3 clusters Score -2952662 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -2952831.500000 Penalty: 3272.769775
	Iteration 18Q: 3 clusters Score -2952832 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2952949.000000 Penalty: 3272.769775
	Iteration 19Q: 3 clusters Score -2952949 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2953003.500000 Penalty: 3272.769775
	Iteration 20F: 3 clusters Score -2953004 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -2953043.000000 Penalty: 3272.769775
	Iteration 21Q: 3 clusters Score -2953043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -2953072.000000 Penalty: 3272.769775
	Iteration 22Q: 3 clusters Score -2953072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -2953076.500000 Penalty: 3272.769775
	Iteration 23Q: 3 clusters Score -2953076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -2953083.500000 Penalty: 3272.769775
	Iteration 24Q: 3 clusters Score -2953084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -2953088.250000 Penalty: 3272.769775
	Iteration 25Q: 3 clusters Score -2953088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2953087.500000 Penalty: 3272.769775
	Iteration 26Q: 3 clusters Score -2953088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -2953093.500000 Penalty: 3272.769775
	Iteration 27Q: 3 clusters Score -2953094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -2953093.000000 Penalty: 3272.769775
	Iteration 28Q: 3 clusters Score -2953093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -2953090.750000 Penalty: 3272.769775
	Iteration 29Q: 3 clusters Score -2953091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -2953095.750000 Penalty: 3272.769775
	Iteration 30Q: 3 clusters Score -2953096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -2953098.250000 Penalty: 3272.769775
	Iteration 31Q: 3 clusters Score -2953098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -2953097.500000 Penalty: 3272.769775
	Iteration 32Q: 3 clusters Score -2953098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -2953097.500000 Penalty: 3272.769775
	Iteration 33F: 3 clusters Score -2953098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Entering Unmasked Estep 
Score: -216809.312500 Penalty: 1224.312134
	Iteration 0F: 2 clusters Score -216809.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -214904.687500 Penalty: 2448.624268
	Iteration 0F: 3 clusters Score -214904.7 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -215720.375000 Penalty: 2448.624268
	Iteration 1F: 3 clusters Score -215720.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -216097.546875 Penalty: 2448.624268
	Iteration 2F: 3 clusters Score -216097.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -216378.593750 Penalty: 2448.624268
	Iteration 3F: 3 clusters Score -216378.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -216584.000000 Penalty: 2448.624268
	Iteration 4F: 3 clusters Score -216584 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -216727.843750 Penalty: 2448.624268
	Iteration 5F: 3 clusters Score -216727.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -216799.687500 Penalty: 2448.624268
	Iteration 6Q: 3 clusters Score -216799.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -216824.718750 Penalty: 2448.624268
	Iteration 7Q: 3 clusters Score -216824.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -216833.718750 Penalty: 2448.624268
	Iteration 8Q: 3 clusters Score -216833.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -216841.937500 Penalty: 2448.624268
	Iteration 9Q: 3 clusters Score -216841.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -216846.031250 Penalty: 2448.624268
	Iteration 10Q: 3 clusters Score -216846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -216847.500000 Penalty: 2448.624268
	Iteration 11Q: 3 clusters Score -216847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -216847.515625 Penalty: 2448.624268
	Iteration 12Q: 3 clusters Score -216847.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -216847.515625 Penalty: 2448.624268
	Iteration 13F: 3 clusters Score -216847.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 105603 members 
Mstep: Class 2 contains 19757 members 
Mstep: Class 3 contains 25825 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 23625 members 
Mstep: Class 7 contains 1542 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 139039 members 
Mstep: Class 10 contains 9110 members 
Mstep: Class 11 contains 74262 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 73034 members 
Mstep: Class 14 contains 3742 members 
Mstep: Class 15 contains 30624 members 
Mstep: Class 16 contains 133137 members 
Mstep: Class 17 contains 2443 members 
Mstep: Class 18 contains 7022 members 
Mstep: Class 19 contains 14535 members 
Mstep: Class 20 contains 9517 members 
Mstep: Class 21 contains 6277 members 
Mstep: Class 22 contains 28658 members 
Mstep: Class 23 contains 93580 members 
Mstep: Class 24 contains 6999 members 
Mstep: Class 25 contains 10570 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 10505 members 
Mstep: Class 28 contains 488 members 
Mstep: Class 29 contains 2543 members 
Mstep: Class 30 contains 30136 members 
Mstep: Class 31 contains 7245 members 
Mstep: Class 32 contains 329 members 
Entering Unmasked Estep 
Score: -108922488.000000 Penalty: 71204.648438
Splitting cluster 7 changes total score from -108923120.000000 to -108922488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -497278.218750 Penalty: 1344.790039
	Iteration 0F: 2 clusters Score -497278.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -494002.562500 Penalty: 2689.580078
	Iteration 0F: 3 clusters Score -494002.6 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -494823.125000 Penalty: 2689.580078
	Iteration 1F: 3 clusters Score -494823.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -494958.031250 Penalty: 2689.580078
	Iteration 2F: 3 clusters Score -494958 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -495057.406250 Penalty: 2689.580078
	Iteration 3F: 3 clusters Score -495057.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -495119.031250 Penalty: 2689.580078
	Iteration 4Q: 3 clusters Score -495119 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -495168.937500 Penalty: 2689.580078
	Iteration 5Q: 3 clusters Score -495168.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -495220.937500 Penalty: 2689.580078
	Iteration 6Q: 3 clusters Score -495220.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -495277.312500 Penalty: 2689.580078
	Iteration 7Q: 3 clusters Score -495277.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -495345.000000 Penalty: 2689.580078
	Iteration 8Q: 3 clusters Score -495345 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -495400.500000 Penalty: 2689.580078
	Iteration 9Q: 3 clusters Score -495400.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -495462.062500 Penalty: 2689.580078
	Iteration 10Q: 3 clusters Score -495462.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -495511.281250 Penalty: 2689.580078
	Iteration 11Q: 3 clusters Score -495511.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -495556.843750 Penalty: 2689.580078
	Iteration 12Q: 3 clusters Score -495556.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -495601.781250 Penalty: 2689.580078
	Iteration 13Q: 3 clusters Score -495601.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -495650.031250 Penalty: 2689.580078
	Iteration 14Q: 3 clusters Score -495650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -495695.093750 Penalty: 2689.580078
	Iteration 15Q: 3 clusters Score -495695.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -495729.718750 Penalty: 2689.580078
	Iteration 16Q: 3 clusters Score -495729.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -495763.781250 Penalty: 2689.580078
	Iteration 17Q: 3 clusters Score -495763.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -495796.593750 Penalty: 2689.580078
	Iteration 18Q: 3 clusters Score -495796.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -495825.718750 Penalty: 2689.580078
	Iteration 19Q: 3 clusters Score -495825.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -495856.281250 Penalty: 2689.580078
	Iteration 20F: 3 clusters Score -495856.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -495884.750000 Penalty: 2689.580078
	Iteration 21Q: 3 clusters Score -495884.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -495918.468750 Penalty: 2689.580078
	Iteration 22Q: 3 clusters Score -495918.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -495949.468750 Penalty: 2689.580078
	Iteration 23Q: 3 clusters Score -495949.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -495973.281250 Penalty: 2689.580078
	Iteration 24Q: 3 clusters Score -495973.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -496000.125000 Penalty: 2689.580078
	Iteration 25Q: 3 clusters Score -496000.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -496017.781250 Penalty: 2689.580078
	Iteration 26Q: 3 clusters Score -496017.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -496029.312500 Penalty: 2689.580078
	Iteration 27Q: 3 clusters Score -496029.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -496037.468750 Penalty: 2689.580078
	Iteration 28Q: 3 clusters Score -496037.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -496044.125000 Penalty: 2689.580078
	Iteration 29Q: 3 clusters Score -496044.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -496056.750000 Penalty: 2689.580078
	Iteration 30Q: 3 clusters Score -496056.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -496065.875000 Penalty: 2689.580078
	Iteration 31Q: 3 clusters Score -496065.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -496070.875000 Penalty: 2689.580078
	Iteration 32Q: 3 clusters Score -496070.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -496076.781250 Penalty: 2689.580078
	Iteration 33Q: 3 clusters Score -496076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -496078.656250 Penalty: 2689.580078
	Iteration 34Q: 3 clusters Score -496078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -496078.375000 Penalty: 2689.580078
	Iteration 35Q: 3 clusters Score -496078.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -496078.375000 Penalty: 2689.580078
	Iteration 36F: 3 clusters Score -496078.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (139039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139039 members 
Entering Unmasked Estep 
Score: -17777648.000000 Penalty: 1924.407959
	Iteration 0F: 2 clusters Score -1.777765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69448 members 
Mstep: Class 2 contains 69591 members 
Entering Unmasked Estep 
Score: -17696996.000000 Penalty: 3848.815918
	Iteration 0F: 3 clusters Score -1.7697e+07 nChanged 66709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68495 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -17737482.000000 Penalty: 3848.815918
	Iteration 1F: 3 clusters Score -1.773748e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68375 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -17738982.000000 Penalty: 3848.815918
	Iteration 2Q: 3 clusters Score -1.773898e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 70781 members 
Entering Unmasked Estep 
Score: -17740966.000000 Penalty: 3848.815918
	Iteration 3Q: 3 clusters Score -1.774097e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 71069 members 
Entering Unmasked Estep 
Score: -17743718.000000 Penalty: 3848.815918
	Iteration 4Q: 3 clusters Score -1.774372e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67526 members 
Mstep: Class 2 contains 71513 members 
Entering Unmasked Estep 
Score: -17747598.000000 Penalty: 3848.815918
	Iteration 5F: 3 clusters Score -1.77476e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66943 members 
Mstep: Class 2 contains 72096 members 
Entering Unmasked Estep 
Score: -17752948.000000 Penalty: 3848.815918
	Iteration 6F: 3 clusters Score -1.775295e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -17758628.000000 Penalty: 3848.815918
	Iteration 7F: 3 clusters Score -1.775863e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 73315 members 
Entering Unmasked Estep 
Score: -17762358.000000 Penalty: 3848.815918
	Iteration 8F: 3 clusters Score -1.776236e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 73443 members 
Entering Unmasked Estep 
Score: -17764154.000000 Penalty: 3848.815918
	Iteration 9Q: 3 clusters Score -1.776415e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -17764676.000000 Penalty: 3848.815918
	Iteration 10Q: 3 clusters Score -1.776468e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 73306 members 
Entering Unmasked Estep 
Score: -17764860.000000 Penalty: 3848.815918
	Iteration 11Q: 3 clusters Score -1.776486e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65799 members 
Mstep: Class 2 contains 73240 members 
Entering Unmasked Estep 
Score: -17764990.000000 Penalty: 3848.815918
	Iteration 12Q: 3 clusters Score -1.776499e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
Score: -17765154.000000 Penalty: 3848.815918
	Iteration 13Q: 3 clusters Score -1.776515e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65686 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -17765254.000000 Penalty: 3848.815918
	Iteration 14Q: 3 clusters Score -1.776525e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 73486 members 
Entering Unmasked Estep 
Score: -17765360.000000 Penalty: 3848.815918
	Iteration 15Q: 3 clusters Score -1.776536e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65329 members 
Mstep: Class 2 contains 73710 members 
Entering Unmasked Estep 
Score: -17765540.000000 Penalty: 3848.815918
	Iteration 16Q: 3 clusters Score -1.776554e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65067 members 
Mstep: Class 2 contains 73972 members 
Entering Unmasked Estep 
Score: -17765694.000000 Penalty: 3848.815918
	Iteration 17Q: 3 clusters Score -1.776569e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 74298 members 
Entering Unmasked Estep 
Score: -17765942.000000 Penalty: 3848.815918
	Iteration 18Q: 3 clusters Score -1.776594e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64342 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -17766088.000000 Penalty: 3848.815918
	Iteration 19Q: 3 clusters Score -1.776609e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -17766290.000000 Penalty: 3848.815918
	Iteration 20F: 3 clusters Score -1.776629e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 75611 members 
Entering Unmasked Estep 
Score: -17766438.000000 Penalty: 3848.815918
	Iteration 21Q: 3 clusters Score -1.776644e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -17766640.000000 Penalty: 3848.815918
	Iteration 22Q: 3 clusters Score -1.776664e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -17766894.000000 Penalty: 3848.815918
	Iteration 23Q: 3 clusters Score -1.776689e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 77599 members 
Entering Unmasked Estep 
Score: -17767140.000000 Penalty: 3848.815918
	Iteration 24Q: 3 clusters Score -1.776714e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -17767408.000000 Penalty: 3848.815918
	Iteration 25Q: 3 clusters Score -1.776741e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -17767658.000000 Penalty: 3848.815918
	Iteration 26Q: 3 clusters Score -1.776766e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -17768072.000000 Penalty: 3848.815918
	Iteration 27Q: 3 clusters Score -1.776807e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57813 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -17768370.000000 Penalty: 3848.815918
	Iteration 28Q: 3 clusters Score -1.776837e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 82347 members 
Entering Unmasked Estep 
Score: -17768710.000000 Penalty: 3848.815918
	Iteration 29Q: 3 clusters Score -1.776871e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 83495 members 
Entering Unmasked Estep 
Score: -17769068.000000 Penalty: 3848.815918
	Iteration 30Q: 3 clusters Score -1.776907e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 84718 members 
Entering Unmasked Estep 
Score: -17769504.000000 Penalty: 3848.815918
	Iteration 31Q: 3 clusters Score -1.77695e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 86038 members 
Entering Unmasked Estep 
Score: -17770004.000000 Penalty: 3848.815918
	Iteration 32Q: 3 clusters Score -1.777e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -17770456.000000 Penalty: 3848.815918
	Iteration 33Q: 3 clusters Score -1.777046e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 88603 members 
Entering Unmasked Estep 
Score: -17770926.000000 Penalty: 3848.815918
	Iteration 34Q: 3 clusters Score -1.777093e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 89912 members 
Entering Unmasked Estep 
Score: -17771446.000000 Penalty: 3848.815918
	Iteration 35Q: 3 clusters Score -1.777145e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
Score: -17771908.000000 Penalty: 3848.815918
	Iteration 36Q: 3 clusters Score -1.777191e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -17772282.000000 Penalty: 3848.815918
	Iteration 37Q: 3 clusters Score -1.777228e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 93808 members 
Entering Unmasked Estep 
Score: -17772728.000000 Penalty: 3848.815918
	Iteration 38Q: 3 clusters Score -1.777273e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 95022 members 
Entering Unmasked Estep 
Score: -17773250.000000 Penalty: 3848.815918
	Iteration 39Q: 3 clusters Score -1.777325e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -17773668.000000 Penalty: 3848.815918
	Iteration 40F: 3 clusters Score -1.777367e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 97440 members 
Entering Unmasked Estep 
Score: -17774048.000000 Penalty: 3848.815918
	Iteration 41Q: 3 clusters Score -1.777405e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -17774476.000000 Penalty: 3848.815918
	Iteration 42Q: 3 clusters Score -1.777448e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 99627 members 
Entering Unmasked Estep 
Score: -17774854.000000 Penalty: 3848.815918
	Iteration 43Q: 3 clusters Score -1.777485e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 100664 members 
Entering Unmasked Estep 
Score: -17775096.000000 Penalty: 3848.815918
	Iteration 44Q: 3 clusters Score -1.77751e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 101682 members 
Entering Unmasked Estep 
Score: -17775354.000000 Penalty: 3848.815918
	Iteration 45Q: 3 clusters Score -1.777535e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 102582 members 
Entering Unmasked Estep 
Score: -17775586.000000 Penalty: 3848.815918
	Iteration 46Q: 3 clusters Score -1.777559e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 103373 members 
Entering Unmasked Estep 
Score: -17775780.000000 Penalty: 3848.815918
	Iteration 47Q: 3 clusters Score -1.777578e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -17775924.000000 Penalty: 3848.815918
	Iteration 48Q: 3 clusters Score -1.777592e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 104770 members 
Entering Unmasked Estep 
Score: -17775950.000000 Penalty: 3848.815918
	Iteration 49Q: 3 clusters Score -1.777595e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 105397 members 
Entering Unmasked Estep 
Score: -17776014.000000 Penalty: 3848.815918
	Iteration 50Q: 3 clusters Score -1.777601e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 105980 members 
Entering Unmasked Estep 
Score: -17776044.000000 Penalty: 3848.815918
	Iteration 51Q: 3 clusters Score -1.777604e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 106566 members 
Entering Unmasked Estep 
Score: -17776112.000000 Penalty: 3848.815918
	Iteration 52Q: 3 clusters Score -1.777611e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 107143 members 
Entering Unmasked Estep 
Score: -17776160.000000 Penalty: 3848.815918
	Iteration 53Q: 3 clusters Score -1.777616e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 107686 members 
Entering Unmasked Estep 
Score: -17776216.000000 Penalty: 3848.815918
	Iteration 54Q: 3 clusters Score -1.777622e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 108194 members 
Entering Unmasked Estep 
Score: -17776206.000000 Penalty: 3848.815918
	Iteration 55Q: 3 clusters Score -1.777621e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 108705 members 
Entering Unmasked Estep 
Score: -17776392.000000 Penalty: 3848.815918
	Iteration 56Q: 3 clusters Score -1.777639e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 109217 members 
Entering Unmasked Estep 
Score: -17776524.000000 Penalty: 3848.815918
	Iteration 57Q: 3 clusters Score -1.777652e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 109769 members 
Entering Unmasked Estep 
Score: -17776688.000000 Penalty: 3848.815918
	Iteration 58Q: 3 clusters Score -1.777669e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 110360 members 
Entering Unmasked Estep 
Score: -17777024.000000 Penalty: 3848.815918
	Iteration 59Q: 3 clusters Score -1.777702e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 111015 members 
Entering Unmasked Estep 
Score: -17777388.000000 Penalty: 3848.815918
	Iteration 60F: 3 clusters Score -1.777739e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 111677 members 
Entering Unmasked Estep 
Score: -17777578.000000 Penalty: 3848.815918
	Iteration 61Q: 3 clusters Score -1.777758e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 112365 members 
Entering Unmasked Estep 
Score: -17777810.000000 Penalty: 3848.815918
	Iteration 62Q: 3 clusters Score -1.777781e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 113107 members 
Entering Unmasked Estep 
Score: -17778044.000000 Penalty: 3848.815918
	Iteration 63Q: 3 clusters Score -1.777804e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 113894 members 
Entering Unmasked Estep 
Score: -17778430.000000 Penalty: 3848.815918
	Iteration 64Q: 3 clusters Score -1.777843e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 114775 members 
Entering Unmasked Estep 
Score: -17778768.000000 Penalty: 3848.815918
	Iteration 65Q: 3 clusters Score -1.777877e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 115754 members 
Entering Unmasked Estep 
Score: -17778988.000000 Penalty: 3848.815918
	Iteration 66Q: 3 clusters Score -1.777899e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 116759 members 
Entering Unmasked Estep 
Score: -17779246.000000 Penalty: 3848.815918
	Iteration 67Q: 3 clusters Score -1.777925e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 117798 members 
Entering Unmasked Estep 
Score: -17779442.000000 Penalty: 3848.815918
	Iteration 68Q: 3 clusters Score -1.777944e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 118933 members 
Entering Unmasked Estep 
Score: -17779642.000000 Penalty: 3848.815918
	Iteration 69Q: 3 clusters Score -1.777964e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 120117 members 
Entering Unmasked Estep 
Score: -17779768.000000 Penalty: 3848.815918
	Iteration 70Q: 3 clusters Score -1.777977e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 121353 members 
Entering Unmasked Estep 
Score: -17779924.000000 Penalty: 3848.815918
	Iteration 71Q: 3 clusters Score -1.777992e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 122571 members 
Entering Unmasked Estep 
Score: -17780040.000000 Penalty: 3848.815918
	Iteration 72Q: 3 clusters Score -1.778004e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 123826 members 
Entering Unmasked Estep 
Score: -17779986.000000 Penalty: 3848.815918
	Iteration 73Q: 3 clusters Score -1.777999e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 125093 members 
Entering Unmasked Estep 
Score: -17779978.000000 Penalty: 3848.815918
	Iteration 74Q: 3 clusters Score -1.777998e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 126347 members 
Entering Unmasked Estep 
Score: -17779900.000000 Penalty: 3848.815918
	Iteration 75Q: 3 clusters Score -1.77799e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 127559 members 
Entering Unmasked Estep 
Score: -17779838.000000 Penalty: 3848.815918
	Iteration 76Q: 3 clusters Score -1.777984e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 128716 members 
Entering Unmasked Estep 
Score: -17779646.000000 Penalty: 3848.815918
	Iteration 77Q: 3 clusters Score -1.777965e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 129835 members 
Entering Unmasked Estep 
Score: -17779246.000000 Penalty: 3848.815918
	Iteration 78Q: 3 clusters Score -1.777925e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 130830 members 
Entering Unmasked Estep 
Score: -17778942.000000 Penalty: 3848.815918
	Iteration 79Q: 3 clusters Score -1.777894e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 131762 members 
Entering Unmasked Estep 
Score: -17778594.000000 Penalty: 3848.815918
	Iteration 80F: 3 clusters Score -1.777859e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 132606 members 
Entering Unmasked Estep 
Score: -17778272.000000 Penalty: 3848.815918
	Iteration 81Q: 3 clusters Score -1.777827e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 133431 members 
Entering Unmasked Estep 
Score: -17777978.000000 Penalty: 3848.815918
	Iteration 82Q: 3 clusters Score -1.777798e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 134182 members 
Entering Unmasked Estep 
Score: -17777696.000000 Penalty: 3848.815918
	Iteration 83Q: 3 clusters Score -1.77777e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 134875 members 
Entering Unmasked Estep 
Score: -17777448.000000 Penalty: 3848.815918
	Iteration 84Q: 3 clusters Score -1.777745e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 135460 members 
Entering Unmasked Estep 
Score: -17777226.000000 Penalty: 3848.815918
	Iteration 85Q: 3 clusters Score -1.777723e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 135971 members 
Entering Unmasked Estep 
Score: -17776978.000000 Penalty: 3848.815918
	Iteration 86Q: 3 clusters Score -1.777698e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 136383 members 
Entering Unmasked Estep 
Score: -17776890.000000 Penalty: 3848.815918
	Iteration 87Q: 3 clusters Score -1.777689e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 136716 members 
Entering Unmasked Estep 
Score: -17776874.000000 Penalty: 3848.815918
	Iteration 88Q: 3 clusters Score -1.777687e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 136970 members 
Entering Unmasked Estep 
Score: -17776884.000000 Penalty: 3848.815918
	Iteration 89Q: 3 clusters Score -1.777688e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 137188 members 
Entering Unmasked Estep 
Score: -17776896.000000 Penalty: 3848.815918
	Iteration 90Q: 3 clusters Score -1.77769e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 137349 members 
Entering Unmasked Estep 
Score: -17776902.000000 Penalty: 3848.815918
	Iteration 91Q: 3 clusters Score -1.77769e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 137463 members 
Entering Unmasked Estep 
Score: -17776860.000000 Penalty: 3848.815918
	Iteration 92Q: 3 clusters Score -1.777686e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 137545 members 
Entering Unmasked Estep 
Score: -17776892.000000 Penalty: 3848.815918
	Iteration 93Q: 3 clusters Score -1.777689e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 137616 members 
Entering Unmasked Estep 
Score: -17776864.000000 Penalty: 3848.815918
	Iteration 94Q: 3 clusters Score -1.777686e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 137680 members 
Entering Unmasked Estep 
Score: -17776844.000000 Penalty: 3848.815918
	Iteration 95Q: 3 clusters Score -1.777684e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 137740 members 
Entering Unmasked Estep 
Score: -17776800.000000 Penalty: 3848.815918
	Iteration 96Q: 3 clusters Score -1.77768e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 137779 members 
Entering Unmasked Estep 
Score: -17776784.000000 Penalty: 3848.815918
	Iteration 97Q: 3 clusters Score -1.777678e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 137818 members 
Entering Unmasked Estep 
Score: -17776774.000000 Penalty: 3848.815918
	Iteration 98Q: 3 clusters Score -1.777677e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 137850 members 
Entering Unmasked Estep 
Score: -17776764.000000 Penalty: 3848.815918
	Iteration 99Q: 3 clusters Score -1.777676e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 137892 members 
Entering Unmasked Estep 
Score: -17776752.000000 Penalty: 3848.815918
	Iteration 100F: 3 clusters Score -1.777675e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 137926 members 
Entering Unmasked Estep 
Score: -17776760.000000 Penalty: 3848.815918
	Iteration 101Q: 3 clusters Score -1.777676e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 137955 members 
Entering Unmasked Estep 
Score: -17776774.000000 Penalty: 3848.815918
	Iteration 102Q: 3 clusters Score -1.777677e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 137982 members 
Entering Unmasked Estep 
Score: -17776766.000000 Penalty: 3848.815918
	Iteration 103Q: 3 clusters Score -1.777677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 137998 members 
Entering Unmasked Estep 
Score: -17776784.000000 Penalty: 3848.815918
	Iteration 104Q: 3 clusters Score -1.777678e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 138014 members 
Entering Unmasked Estep 
Score: -17776792.000000 Penalty: 3848.815918
	Iteration 105Q: 3 clusters Score -1.777679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 138025 members 
Entering Unmasked Estep 
Score: -17776790.000000 Penalty: 3848.815918
	Iteration 106Q: 3 clusters Score -1.777679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 138032 members 
Entering Unmasked Estep 
Score: -17776804.000000 Penalty: 3848.815918
	Iteration 107Q: 3 clusters Score -1.77768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 138038 members 
Entering Unmasked Estep 
Score: -17776824.000000 Penalty: 3848.815918
	Iteration 108Q: 3 clusters Score -1.777682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 138040 members 
Entering Unmasked Estep 
Score: -17776828.000000 Penalty: 3848.815918
	Iteration 109Q: 3 clusters Score -1.777683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 138044 members 
Entering Unmasked Estep 
Score: -17776820.000000 Penalty: 3848.815918
	Iteration 110Q: 3 clusters Score -1.777682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 138046 members 
Entering Unmasked Estep 
Score: -17776828.000000 Penalty: 3848.815918
	Iteration 111Q: 3 clusters Score -1.777683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 138054 members 
Entering Unmasked Estep 
Score: -17776840.000000 Penalty: 3848.815918
	Iteration 112Q: 3 clusters Score -1.777684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 138056 members 
Entering Unmasked Estep 
Score: -17776824.000000 Penalty: 3848.815918
	Iteration 113Q: 3 clusters Score -1.777682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 138056 members 
Entering Unmasked Estep 
Score: -17776842.000000 Penalty: 3848.815918
	Iteration 114Q: 3 clusters Score -1.777684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 138057 members 
Entering Unmasked Estep 
Score: -17776842.000000 Penalty: 3848.815918
	Iteration 115Q: 3 clusters Score -1.777684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 138057 members 
Entering Unmasked Estep 
Score: -17776842.000000 Penalty: 3848.815918
	Iteration 116Q: 3 clusters Score -1.777684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 138058 members 
Entering Unmasked Estep 
Score: -17776842.000000 Penalty: 3848.815918
	Iteration 117Q: 3 clusters Score -1.777684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 138060 members 
Entering Unmasked Estep 
Score: -17776828.000000 Penalty: 3848.815918
	Iteration 118Q: 3 clusters Score -1.777683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 138061 members 
Entering Unmasked Estep 
Score: -17776832.000000 Penalty: 3848.815918
	Iteration 119Q: 3 clusters Score -1.777683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 138061 members 
Entering Unmasked Estep 
Score: -17776832.000000 Penalty: 3848.815918
	Iteration 120F: 3 clusters Score -1.777683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Entering Unmasked Estep 
Score: -1144156.250000 Penalty: 1481.533325
	Iteration 0F: 2 clusters Score -1144156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1137540.000000 Penalty: 2963.066650
	Iteration 0F: 3 clusters Score -1137540 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1139608.625000 Penalty: 2963.066650
	Iteration 1F: 3 clusters Score -1139609 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1139895.625000 Penalty: 2963.066650
	Iteration 2F: 3 clusters Score -1139896 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1140162.250000 Penalty: 2963.066650
	Iteration 3F: 3 clusters Score -1140162 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1140467.500000 Penalty: 2963.066650
	Iteration 4F: 3 clusters Score -1140468 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1140809.750000 Penalty: 2963.066650
	Iteration 5F: 3 clusters Score -1140810 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1141207.500000 Penalty: 2963.066650
	Iteration 6F: 3 clusters Score -1141208 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1141610.500000 Penalty: 2963.066650
	Iteration 7F: 3 clusters Score -1141610 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1141971.875000 Penalty: 2963.066650
	Iteration 8Q: 3 clusters Score -1141972 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1142284.000000 Penalty: 2963.066650
	Iteration 9Q: 3 clusters Score -1142284 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1142514.875000 Penalty: 2963.066650
	Iteration 10Q: 3 clusters Score -1142515 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1142692.375000 Penalty: 2963.066650
	Iteration 11Q: 3 clusters Score -1142692 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1142806.625000 Penalty: 2963.066650
	Iteration 12Q: 3 clusters Score -1142807 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1142873.250000 Penalty: 2963.066650
	Iteration 13Q: 3 clusters Score -1142873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1142910.625000 Penalty: 2963.066650
	Iteration 14Q: 3 clusters Score -1142911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1142934.875000 Penalty: 2963.066650
	Iteration 15Q: 3 clusters Score -1142935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1142954.750000 Penalty: 2963.066650
	Iteration 16Q: 3 clusters Score -1142955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1142968.500000 Penalty: 2963.066650
	Iteration 17Q: 3 clusters Score -1142968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1142979.375000 Penalty: 2963.066650
	Iteration 18Q: 3 clusters Score -1142979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1142992.500000 Penalty: 2963.066650
	Iteration 19Q: 3 clusters Score -1142992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1142999.625000 Penalty: 2963.066650
	Iteration 20F: 3 clusters Score -1143000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1143002.500000 Penalty: 2963.066650
	Iteration 21Q: 3 clusters Score -1143002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1143008.750000 Penalty: 2963.066650
	Iteration 22Q: 3 clusters Score -1143009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1143011.875000 Penalty: 2963.066650
	Iteration 23Q: 3 clusters Score -1143012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1143015.000000 Penalty: 2963.066650
	Iteration 24Q: 3 clusters Score -1143015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1143016.000000 Penalty: 2963.066650
	Iteration 25Q: 3 clusters Score -1143016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1143016.500000 Penalty: 2963.066650
	Iteration 26Q: 3 clusters Score -1143016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1143014.875000 Penalty: 2963.066650
	Iteration 27Q: 3 clusters Score -1143015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1143017.500000 Penalty: 2963.066650
	Iteration 28Q: 3 clusters Score -1143018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1143020.250000 Penalty: 2963.066650
	Iteration 29Q: 3 clusters Score -1143020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1143023.750000 Penalty: 2963.066650
	Iteration 30Q: 3 clusters Score -1143024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1143024.625000 Penalty: 2963.066650
	Iteration 31Q: 3 clusters Score -1143025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1143027.000000 Penalty: 2963.066650
	Iteration 32Q: 3 clusters Score -1143027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1143027.000000 Penalty: 2963.066650
	Iteration 33Q: 3 clusters Score -1143027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1143027.000000 Penalty: 2963.066650
	Iteration 34F: 3 clusters Score -1143027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Entering Unmasked Estep 
Score: -8798359.000000 Penalty: 1822.495117
	Iteration 0F: 2 clusters Score -8798359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -8748411.000000 Penalty: 3644.990234
	Iteration 0F: 3 clusters Score -8748411 nChanged 35412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -8769685.000000 Penalty: 3644.990234
	Iteration 1F: 3 clusters Score -8769685 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -8771037.000000 Penalty: 3644.990234
	Iteration 2Q: 3 clusters Score -8771037 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -8772835.000000 Penalty: 3644.990234
	Iteration 3F: 3 clusters Score -8772835 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -8775168.000000 Penalty: 3644.990234
	Iteration 4F: 3 clusters Score -8775168 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -8778149.000000 Penalty: 3644.990234
	Iteration 5F: 3 clusters Score -8778149 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -8781532.000000 Penalty: 3644.990234
	Iteration 6F: 3 clusters Score -8781532 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -8785070.000000 Penalty: 3644.990234
	Iteration 7F: 3 clusters Score -8785070 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -8788396.000000 Penalty: 3644.990234
	Iteration 8F: 3 clusters Score -8788396 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -8791010.000000 Penalty: 3644.990234
	Iteration 9Q: 3 clusters Score -8791010 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -8792894.000000 Penalty: 3644.990234
	Iteration 10Q: 3 clusters Score -8792894 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -8794275.000000 Penalty: 3644.990234
	Iteration 11Q: 3 clusters Score -8794275 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -8795205.000000 Penalty: 3644.990234
	Iteration 12Q: 3 clusters Score -8795205 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8795764.000000 Penalty: 3644.990234
	Iteration 13Q: 3 clusters Score -8795764 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8796178.000000 Penalty: 3644.990234
	Iteration 14Q: 3 clusters Score -8796178 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72921 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8796435.000000 Penalty: 3644.990234
	Iteration 15Q: 3 clusters Score -8796435 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73130 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8796574.000000 Penalty: 3644.990234
	Iteration 16Q: 3 clusters Score -8796574 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73273 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8796685.000000 Penalty: 3644.990234
	Iteration 17Q: 3 clusters Score -8796685 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8796741.000000 Penalty: 3644.990234
	Iteration 18Q: 3 clusters Score -8796741 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8796780.000000 Penalty: 3644.990234
	Iteration 19Q: 3 clusters Score -8796780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73498 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8796801.000000 Penalty: 3644.990234
	Iteration 20F: 3 clusters Score -8796801 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8796820.000000 Penalty: 3644.990234
	Iteration 21Q: 3 clusters Score -8796820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73571 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8796815.000000 Penalty: 3644.990234
	Iteration 22Q: 3 clusters Score -8796815 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8796830.000000 Penalty: 3644.990234
	Iteration 23Q: 3 clusters Score -8796830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73624 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8796842.000000 Penalty: 3644.990234
	Iteration 24Q: 3 clusters Score -8796842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73649 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8796850.000000 Penalty: 3644.990234
	Iteration 25Q: 3 clusters Score -8796850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73662 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8796859.000000 Penalty: 3644.990234
	Iteration 26Q: 3 clusters Score -8796859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8796868.000000 Penalty: 3644.990234
	Iteration 27Q: 3 clusters Score -8796868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8796893.000000 Penalty: 3644.990234
	Iteration 28Q: 3 clusters Score -8796893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73707 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8796898.000000 Penalty: 3644.990234
	Iteration 29Q: 3 clusters Score -8796898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8796902.000000 Penalty: 3644.990234
	Iteration 30Q: 3 clusters Score -8796902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8796909.000000 Penalty: 3644.990234
	Iteration 31Q: 3 clusters Score -8796909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8796917.000000 Penalty: 3644.990234
	Iteration 32Q: 3 clusters Score -8796917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8796912.000000 Penalty: 3644.990234
	Iteration 33Q: 3 clusters Score -8796912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73736 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8796923.000000 Penalty: 3644.990234
	Iteration 34Q: 3 clusters Score -8796923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8796930.000000 Penalty: 3644.990234
	Iteration 35Q: 3 clusters Score -8796930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73752 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8796929.000000 Penalty: 3644.990234
	Iteration 36Q: 3 clusters Score -8796929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73758 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8796944.000000 Penalty: 3644.990234
	Iteration 37Q: 3 clusters Score -8796944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73761 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8796953.000000 Penalty: 3644.990234
	Iteration 38Q: 3 clusters Score -8796953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8796947.000000 Penalty: 3644.990234
	Iteration 39Q: 3 clusters Score -8796947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8796944.000000 Penalty: 3644.990234
	Iteration 40F: 3 clusters Score -8796944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8796942.000000 Penalty: 3644.990234
	Iteration 41Q: 3 clusters Score -8796942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73771 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8796951.000000 Penalty: 3644.990234
	Iteration 42Q: 3 clusters Score -8796951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73773 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8796956.000000 Penalty: 3644.990234
	Iteration 43Q: 3 clusters Score -8796956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8796954.000000 Penalty: 3644.990234
	Iteration 44Q: 3 clusters Score -8796954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8796954.000000 Penalty: 3644.990234
	Iteration 45Q: 3 clusters Score -8796954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73776 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8796951.000000 Penalty: 3644.990234
	Iteration 46Q: 3 clusters Score -8796951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73776 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8796951.000000 Penalty: 3644.990234
	Iteration 47F: 3 clusters Score -8796951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -40489.984375 Penalty: 959.621277
	Iteration 0F: 2 clusters Score -40489.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39571.773438 Penalty: 1919.242554
	Iteration 0F: 3 clusters Score -39571.77 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39739.503906 Penalty: 1919.242554
	Iteration 1F: 3 clusters Score -39739.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39780.964844 Penalty: 1919.242554
	Iteration 2F: 3 clusters Score -39780.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39797.191406 Penalty: 1919.242554
	Iteration 3Q: 3 clusters Score -39797.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39800.648438 Penalty: 1919.242554
	Iteration 4Q: 3 clusters Score -39800.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39801.234375 Penalty: 1919.242554
	Iteration 5Q: 3 clusters Score -39801.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39801.234375 Penalty: 1919.242554
	Iteration 6F: 3 clusters Score -39801.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (73034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73034 members 
Entering Unmasked Estep 
Score: -9384739.000000 Penalty: 1819.785522
	Iteration 0F: 2 clusters Score -9384739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -9336537.000000 Penalty: 3639.571045
	Iteration 0F: 3 clusters Score -9336537 nChanged 34423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -9356968.000000 Penalty: 3639.571045
	Iteration 1F: 3 clusters Score -9356968 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -9358113.000000 Penalty: 3639.571045
	Iteration 2Q: 3 clusters Score -9358113 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -9359639.000000 Penalty: 3639.571045
	Iteration 3Q: 3 clusters Score -9359639 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -9361499.000000 Penalty: 3639.571045
	Iteration 4F: 3 clusters Score -9361499 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -9363639.000000 Penalty: 3639.571045
	Iteration 5F: 3 clusters Score -9363639 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -9366015.000000 Penalty: 3639.571045
	Iteration 6F: 3 clusters Score -9366015 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -9368130.000000 Penalty: 3639.571045
	Iteration 7F: 3 clusters Score -9368130 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -9370154.000000 Penalty: 3639.571045
	Iteration 8F: 3 clusters Score -9370154 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -9372211.000000 Penalty: 3639.571045
	Iteration 9Q: 3 clusters Score -9372211 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -9373999.000000 Penalty: 3639.571045
	Iteration 10Q: 3 clusters Score -9373999 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -9375564.000000 Penalty: 3639.571045
	Iteration 11Q: 3 clusters Score -9375564 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -9376533.000000 Penalty: 3639.571045
	Iteration 12Q: 3 clusters Score -9376533 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -9376991.000000 Penalty: 3639.571045
	Iteration 13Q: 3 clusters Score -9376991 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -9377179.000000 Penalty: 3639.571045
	Iteration 14Q: 3 clusters Score -9377179 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -9377378.000000 Penalty: 3639.571045
	Iteration 15Q: 3 clusters Score -9377378 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -9377491.000000 Penalty: 3639.571045
	Iteration 16Q: 3 clusters Score -9377491 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -9377559.000000 Penalty: 3639.571045
	Iteration 17Q: 3 clusters Score -9377559 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -9377592.000000 Penalty: 3639.571045
	Iteration 18Q: 3 clusters Score -9377592 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -9377632.000000 Penalty: 3639.571045
	Iteration 19Q: 3 clusters Score -9377632 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -9377659.000000 Penalty: 3639.571045
	Iteration 20F: 3 clusters Score -9377659 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -9377675.000000 Penalty: 3639.571045
	Iteration 21Q: 3 clusters Score -9377675 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -9377688.000000 Penalty: 3639.571045
	Iteration 22Q: 3 clusters Score -9377688 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -9377732.000000 Penalty: 3639.571045
	Iteration 23Q: 3 clusters Score -9377732 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -9377716.000000 Penalty: 3639.571045
	Iteration 24Q: 3 clusters Score -9377716 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -9377748.000000 Penalty: 3639.571045
	Iteration 25Q: 3 clusters Score -9377748 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -9377756.000000 Penalty: 3639.571045
	Iteration 26Q: 3 clusters Score -9377756 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -9377761.000000 Penalty: 3639.571045
	Iteration 27Q: 3 clusters Score -9377761 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -9377773.000000 Penalty: 3639.571045
	Iteration 28Q: 3 clusters Score -9377773 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -9377783.000000 Penalty: 3639.571045
	Iteration 29Q: 3 clusters Score -9377783 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -9377824.000000 Penalty: 3639.571045
	Iteration 30Q: 3 clusters Score -9377824 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -9377849.000000 Penalty: 3639.571045
	Iteration 31Q: 3 clusters Score -9377849 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -9377817.000000 Penalty: 3639.571045
	Iteration 32Q: 3 clusters Score -9377817 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -9377830.000000 Penalty: 3639.571045
	Iteration 33Q: 3 clusters Score -9377830 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -9377830.000000 Penalty: 3639.571045
	Iteration 34Q: 3 clusters Score -9377830 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -9377850.000000 Penalty: 3639.571045
	Iteration 35Q: 3 clusters Score -9377850 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -9377874.000000 Penalty: 3639.571045
	Iteration 36Q: 3 clusters Score -9377874 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -9377917.000000 Penalty: 3639.571045
	Iteration 37Q: 3 clusters Score -9377917 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -9377929.000000 Penalty: 3639.571045
	Iteration 38Q: 3 clusters Score -9377929 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -9377960.000000 Penalty: 3639.571045
	Iteration 39Q: 3 clusters Score -9377960 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -9377955.000000 Penalty: 3639.571045
	Iteration 40F: 3 clusters Score -9377955 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -9377984.000000 Penalty: 3639.571045
	Iteration 41Q: 3 clusters Score -9377984 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -9377987.000000 Penalty: 3639.571045
	Iteration 42Q: 3 clusters Score -9377987 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -9378026.000000 Penalty: 3639.571045
	Iteration 43Q: 3 clusters Score -9378026 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -9378030.000000 Penalty: 3639.571045
	Iteration 44Q: 3 clusters Score -9378030 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -9378051.000000 Penalty: 3639.571045
	Iteration 45Q: 3 clusters Score -9378051 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -9378062.000000 Penalty: 3639.571045
	Iteration 46Q: 3 clusters Score -9378062 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -9378096.000000 Penalty: 3639.571045
	Iteration 47Q: 3 clusters Score -9378096 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -9378101.000000 Penalty: 3639.571045
	Iteration 48Q: 3 clusters Score -9378101 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -9378103.000000 Penalty: 3639.571045
	Iteration 49Q: 3 clusters Score -9378103 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -9378107.000000 Penalty: 3639.571045
	Iteration 50Q: 3 clusters Score -9378107 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -9378102.000000 Penalty: 3639.571045
	Iteration 51Q: 3 clusters Score -9378102 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -9378110.000000 Penalty: 3639.571045
	Iteration 52Q: 3 clusters Score -9378110 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -9378120.000000 Penalty: 3639.571045
	Iteration 53Q: 3 clusters Score -9378120 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -9378141.000000 Penalty: 3639.571045
	Iteration 54Q: 3 clusters Score -9378141 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -9378139.000000 Penalty: 3639.571045
	Iteration 55Q: 3 clusters Score -9378139 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -9378134.000000 Penalty: 3639.571045
	Iteration 56Q: 3 clusters Score -9378134 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -9378125.000000 Penalty: 3639.571045
	Iteration 57Q: 3 clusters Score -9378125 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -9378161.000000 Penalty: 3639.571045
	Iteration 58Q: 3 clusters Score -9378161 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -9378170.000000 Penalty: 3639.571045
	Iteration 59Q: 3 clusters Score -9378170 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -9378168.000000 Penalty: 3639.571045
	Iteration 60F: 3 clusters Score -9378168 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -9378149.000000 Penalty: 3639.571045
	Iteration 61Q: 3 clusters Score -9378149 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -9378162.000000 Penalty: 3639.571045
	Iteration 62Q: 3 clusters Score -9378162 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -9378168.000000 Penalty: 3639.571045
	Iteration 63Q: 3 clusters Score -9378168 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -9378169.000000 Penalty: 3639.571045
	Iteration 64Q: 3 clusters Score -9378169 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -9378165.000000 Penalty: 3639.571045
	Iteration 65Q: 3 clusters Score -9378165 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -9378159.000000 Penalty: 3639.571045
	Iteration 66Q: 3 clusters Score -9378159 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -9378178.000000 Penalty: 3639.571045
	Iteration 67Q: 3 clusters Score -9378178 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -9378171.000000 Penalty: 3639.571045
	Iteration 68Q: 3 clusters Score -9378171 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -9378193.000000 Penalty: 3639.571045
	Iteration 69Q: 3 clusters Score -9378193 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -9378188.000000 Penalty: 3639.571045
	Iteration 70Q: 3 clusters Score -9378188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -9378203.000000 Penalty: 3639.571045
	Iteration 71Q: 3 clusters Score -9378203 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -9378210.000000 Penalty: 3639.571045
	Iteration 72Q: 3 clusters Score -9378210 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -9378222.000000 Penalty: 3639.571045
	Iteration 73Q: 3 clusters Score -9378222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -9378220.000000 Penalty: 3639.571045
	Iteration 74Q: 3 clusters Score -9378220 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -9378192.000000 Penalty: 3639.571045
	Iteration 75Q: 3 clusters Score -9378192 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -9378211.000000 Penalty: 3639.571045
	Iteration 76Q: 3 clusters Score -9378211 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -9378215.000000 Penalty: 3639.571045
	Iteration 77Q: 3 clusters Score -9378215 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -9378218.000000 Penalty: 3639.571045
	Iteration 78Q: 3 clusters Score -9378218 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -9378201.000000 Penalty: 3639.571045
	Iteration 79Q: 3 clusters Score -9378201 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -9378235.000000 Penalty: 3639.571045
	Iteration 80F: 3 clusters Score -9378235 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -9378230.000000 Penalty: 3639.571045
	Iteration 81Q: 3 clusters Score -9378230 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -9378240.000000 Penalty: 3639.571045
	Iteration 82Q: 3 clusters Score -9378240 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -9378243.000000 Penalty: 3639.571045
	Iteration 83Q: 3 clusters Score -9378243 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -9378254.000000 Penalty: 3639.571045
	Iteration 84Q: 3 clusters Score -9378254 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -9378251.000000 Penalty: 3639.571045
	Iteration 85Q: 3 clusters Score -9378251 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -9378249.000000 Penalty: 3639.571045
	Iteration 86Q: 3 clusters Score -9378249 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -9378244.000000 Penalty: 3639.571045
	Iteration 87Q: 3 clusters Score -9378244 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -9378251.000000 Penalty: 3639.571045
	Iteration 88Q: 3 clusters Score -9378251 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -9378254.000000 Penalty: 3639.571045
	Iteration 89Q: 3 clusters Score -9378254 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -9378253.000000 Penalty: 3639.571045
	Iteration 90Q: 3 clusters Score -9378253 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -9378263.000000 Penalty: 3639.571045
	Iteration 91Q: 3 clusters Score -9378263 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -9378263.000000 Penalty: 3639.571045
	Iteration 92Q: 3 clusters Score -9378263 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -9378265.000000 Penalty: 3639.571045
	Iteration 93Q: 3 clusters Score -9378265 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -9378267.000000 Penalty: 3639.571045
	Iteration 94Q: 3 clusters Score -9378267 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -9378278.000000 Penalty: 3639.571045
	Iteration 95Q: 3 clusters Score -9378278 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -9378264.000000 Penalty: 3639.571045
	Iteration 96Q: 3 clusters Score -9378264 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -9378264.000000 Penalty: 3639.571045
	Iteration 97Q: 3 clusters Score -9378264 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -9378274.000000 Penalty: 3639.571045
	Iteration 98Q: 3 clusters Score -9378274 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -9378289.000000 Penalty: 3639.571045
	Iteration 99Q: 3 clusters Score -9378289 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -9378333.000000 Penalty: 3639.571045
	Iteration 100F: 3 clusters Score -9378333 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -9378350.000000 Penalty: 3639.571045
	Iteration 101Q: 3 clusters Score -9378350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -9378335.000000 Penalty: 3639.571045
	Iteration 102Q: 3 clusters Score -9378335 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -9378338.000000 Penalty: 3639.571045
	Iteration 103Q: 3 clusters Score -9378338 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -9378331.000000 Penalty: 3639.571045
	Iteration 104Q: 3 clusters Score -9378331 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -9378341.000000 Penalty: 3639.571045
	Iteration 105Q: 3 clusters Score -9378341 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -9378351.000000 Penalty: 3639.571045
	Iteration 106Q: 3 clusters Score -9378351 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -9378354.000000 Penalty: 3639.571045
	Iteration 107Q: 3 clusters Score -9378354 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -9378370.000000 Penalty: 3639.571045
	Iteration 108Q: 3 clusters Score -9378370 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -9378382.000000 Penalty: 3639.571045
	Iteration 109Q: 3 clusters Score -9378382 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -9378376.000000 Penalty: 3639.571045
	Iteration 110Q: 3 clusters Score -9378376 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -9378378.000000 Penalty: 3639.571045
	Iteration 111Q: 3 clusters Score -9378378 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -9378389.000000 Penalty: 3639.571045
	Iteration 112Q: 3 clusters Score -9378389 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -9378382.000000 Penalty: 3639.571045
	Iteration 113Q: 3 clusters Score -9378382 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -9378397.000000 Penalty: 3639.571045
	Iteration 114Q: 3 clusters Score -9378397 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -9378403.000000 Penalty: 3639.571045
	Iteration 115Q: 3 clusters Score -9378403 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -9378439.000000 Penalty: 3639.571045
	Iteration 116Q: 3 clusters Score -9378439 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -9378450.000000 Penalty: 3639.571045
	Iteration 117Q: 3 clusters Score -9378450 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -9378432.000000 Penalty: 3639.571045
	Iteration 118Q: 3 clusters Score -9378432 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -9378448.000000 Penalty: 3639.571045
	Iteration 119Q: 3 clusters Score -9378448 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -9378468.000000 Penalty: 3639.571045
	Iteration 120F: 3 clusters Score -9378468 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -9378494.000000 Penalty: 3639.571045
	Iteration 121Q: 3 clusters Score -9378494 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -9378488.000000 Penalty: 3639.571045
	Iteration 122Q: 3 clusters Score -9378488 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -9378482.000000 Penalty: 3639.571045
	Iteration 123Q: 3 clusters Score -9378482 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -9378463.000000 Penalty: 3639.571045
	Iteration 124Q: 3 clusters Score -9378463 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -9378492.000000 Penalty: 3639.571045
	Iteration 125Q: 3 clusters Score -9378492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -9378508.000000 Penalty: 3639.571045
	Iteration 126Q: 3 clusters Score -9378508 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -9378517.000000 Penalty: 3639.571045
	Iteration 127Q: 3 clusters Score -9378517 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -9378515.000000 Penalty: 3639.571045
	Iteration 128Q: 3 clusters Score -9378515 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -9378506.000000 Penalty: 3639.571045
	Iteration 129Q: 3 clusters Score -9378506 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -9378511.000000 Penalty: 3639.571045
	Iteration 130Q: 3 clusters Score -9378511 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -9378528.000000 Penalty: 3639.571045
	Iteration 131Q: 3 clusters Score -9378528 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -9378545.000000 Penalty: 3639.571045
	Iteration 132Q: 3 clusters Score -9378545 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -9378550.000000 Penalty: 3639.571045
	Iteration 133Q: 3 clusters Score -9378550 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -9378555.000000 Penalty: 3639.571045
	Iteration 134Q: 3 clusters Score -9378555 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -9378594.000000 Penalty: 3639.571045
	Iteration 135Q: 3 clusters Score -9378594 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -9378605.000000 Penalty: 3639.571045
	Iteration 136Q: 3 clusters Score -9378605 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -9378604.000000 Penalty: 3639.571045
	Iteration 137Q: 3 clusters Score -9378604 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -9378593.000000 Penalty: 3639.571045
	Iteration 138Q: 3 clusters Score -9378593 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -9378605.000000 Penalty: 3639.571045
	Iteration 139Q: 3 clusters Score -9378605 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -9378601.000000 Penalty: 3639.571045
	Iteration 140F: 3 clusters Score -9378601 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -9378595.000000 Penalty: 3639.571045
	Iteration 141Q: 3 clusters Score -9378595 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -9378582.000000 Penalty: 3639.571045
	Iteration 142Q: 3 clusters Score -9378582 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -9378594.000000 Penalty: 3639.571045
	Iteration 143Q: 3 clusters Score -9378594 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -9378641.000000 Penalty: 3639.571045
	Iteration 144Q: 3 clusters Score -9378641 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -9378652.000000 Penalty: 3639.571045
	Iteration 145Q: 3 clusters Score -9378652 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -9378662.000000 Penalty: 3639.571045
	Iteration 146Q: 3 clusters Score -9378662 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -9378683.000000 Penalty: 3639.571045
	Iteration 147Q: 3 clusters Score -9378683 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -9378719.000000 Penalty: 3639.571045
	Iteration 148Q: 3 clusters Score -9378719 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -9378735.000000 Penalty: 3639.571045
	Iteration 149Q: 3 clusters Score -9378735 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -9378770.000000 Penalty: 3639.571045
	Iteration 150Q: 3 clusters Score -9378770 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -9378775.000000 Penalty: 3639.571045
	Iteration 151Q: 3 clusters Score -9378775 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -9378825.000000 Penalty: 3639.571045
	Iteration 152Q: 3 clusters Score -9378825 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -9378860.000000 Penalty: 3639.571045
	Iteration 153Q: 3 clusters Score -9378860 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -9378899.000000 Penalty: 3639.571045
	Iteration 154Q: 3 clusters Score -9378899 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -9378933.000000 Penalty: 3639.571045
	Iteration 155Q: 3 clusters Score -9378933 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -9378975.000000 Penalty: 3639.571045
	Iteration 156Q: 3 clusters Score -9378975 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -9379028.000000 Penalty: 3639.571045
	Iteration 157Q: 3 clusters Score -9379028 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -9379096.000000 Penalty: 3639.571045
	Iteration 158Q: 3 clusters Score -9379096 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -9379153.000000 Penalty: 3639.571045
	Iteration 159Q: 3 clusters Score -9379153 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -9379195.000000 Penalty: 3639.571045
	Iteration 160F: 3 clusters Score -9379195 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -9379244.000000 Penalty: 3639.571045
	Iteration 161Q: 3 clusters Score -9379244 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -9379300.000000 Penalty: 3639.571045
	Iteration 162Q: 3 clusters Score -9379300 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -9379412.000000 Penalty: 3639.571045
	Iteration 163Q: 3 clusters Score -9379412 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -9379482.000000 Penalty: 3639.571045
	Iteration 164Q: 3 clusters Score -9379482 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -9379564.000000 Penalty: 3639.571045
	Iteration 165Q: 3 clusters Score -9379564 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -9379630.000000 Penalty: 3639.571045
	Iteration 166Q: 3 clusters Score -9379630 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -9379735.000000 Penalty: 3639.571045
	Iteration 167Q: 3 clusters Score -9379735 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -9379843.000000 Penalty: 3639.571045
	Iteration 168Q: 3 clusters Score -9379843 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -9379955.000000 Penalty: 3639.571045
	Iteration 169Q: 3 clusters Score -9379955 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -9380121.000000 Penalty: 3639.571045
	Iteration 170Q: 3 clusters Score -9380121 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -9380230.000000 Penalty: 3639.571045
	Iteration 171Q: 3 clusters Score -9380230 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60543 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -9380366.000000 Penalty: 3639.571045
	Iteration 172Q: 3 clusters Score -9380366 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -9380527.000000 Penalty: 3639.571045
	Iteration 173Q: 3 clusters Score -9380527 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -9380625.000000 Penalty: 3639.571045
	Iteration 174Q: 3 clusters Score -9380625 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -9380751.000000 Penalty: 3639.571045
	Iteration 175Q: 3 clusters Score -9380751 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62973 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -9380915.000000 Penalty: 3639.571045
	Iteration 176Q: 3 clusters Score -9380915 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -9381041.000000 Penalty: 3639.571045
	Iteration 177Q: 3 clusters Score -9381041 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -9381201.000000 Penalty: 3639.571045
	Iteration 178Q: 3 clusters Score -9381201 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -9381342.000000 Penalty: 3639.571045
	Iteration 179Q: 3 clusters Score -9381342 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -9381490.000000 Penalty: 3639.571045
	Iteration 180F: 3 clusters Score -9381490 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65862 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -9381648.000000 Penalty: 3639.571045
	Iteration 181Q: 3 clusters Score -9381648 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66395 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -9381768.000000 Penalty: 3639.571045
	Iteration 182Q: 3 clusters Score -9381768 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -9381900.000000 Penalty: 3639.571045
	Iteration 183Q: 3 clusters Score -9381900 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -9382036.000000 Penalty: 3639.571045
	Iteration 184Q: 3 clusters Score -9382036 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -9382160.000000 Penalty: 3639.571045
	Iteration 185Q: 3 clusters Score -9382160 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -9382280.000000 Penalty: 3639.571045
	Iteration 186Q: 3 clusters Score -9382280 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -9382413.000000 Penalty: 3639.571045
	Iteration 187Q: 3 clusters Score -9382413 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69123 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -9382513.000000 Penalty: 3639.571045
	Iteration 188Q: 3 clusters Score -9382513 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -9382647.000000 Penalty: 3639.571045
	Iteration 189Q: 3 clusters Score -9382647 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69792 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -9382762.000000 Penalty: 3639.571045
	Iteration 190Q: 3 clusters Score -9382762 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -9382865.000000 Penalty: 3639.571045
	Iteration 191Q: 3 clusters Score -9382865 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -9382923.000000 Penalty: 3639.571045
	Iteration 192Q: 3 clusters Score -9382923 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70505 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9382958.000000 Penalty: 3639.571045
	Iteration 193Q: 3 clusters Score -9382958 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70667 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9383010.000000 Penalty: 3639.571045
	Iteration 194Q: 3 clusters Score -9383010 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -9383037.000000 Penalty: 3639.571045
	Iteration 195Q: 3 clusters Score -9383037 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70967 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -9383068.000000 Penalty: 3639.571045
	Iteration 196Q: 3 clusters Score -9383068 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9383112.000000 Penalty: 3639.571045
	Iteration 197Q: 3 clusters Score -9383112 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9383155.000000 Penalty: 3639.571045
	Iteration 198Q: 3 clusters Score -9383155 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9383185.000000 Penalty: 3639.571045
	Iteration 199Q: 3 clusters Score -9383185 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9383222.000000 Penalty: 3639.571045
	Iteration 200F: 3 clusters Score -9383222 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71435 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -9383238.000000 Penalty: 3639.571045
	Iteration 201Q: 3 clusters Score -9383238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9383268.000000 Penalty: 3639.571045
	Iteration 202Q: 3 clusters Score -9383268 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71547 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -9383280.000000 Penalty: 3639.571045
	Iteration 203Q: 3 clusters Score -9383280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -9383294.000000 Penalty: 3639.571045
	Iteration 204Q: 3 clusters Score -9383294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9383295.000000 Penalty: 3639.571045
	Iteration 205Q: 3 clusters Score -9383295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71654 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -9383313.000000 Penalty: 3639.571045
	Iteration 206Q: 3 clusters Score -9383313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -9383307.000000 Penalty: 3639.571045
	Iteration 207Q: 3 clusters Score -9383307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -9383320.000000 Penalty: 3639.571045
	Iteration 208Q: 3 clusters Score -9383320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71739 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9383321.000000 Penalty: 3639.571045
	Iteration 209Q: 3 clusters Score -9383321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71758 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9383322.000000 Penalty: 3639.571045
	Iteration 210Q: 3 clusters Score -9383322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9383325.000000 Penalty: 3639.571045
	Iteration 211Q: 3 clusters Score -9383325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -9383336.000000 Penalty: 3639.571045
	Iteration 212Q: 3 clusters Score -9383336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -9383338.000000 Penalty: 3639.571045
	Iteration 213Q: 3 clusters Score -9383338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71804 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9383340.000000 Penalty: 3639.571045
	Iteration 214Q: 3 clusters Score -9383340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9383359.000000 Penalty: 3639.571045
	Iteration 215Q: 3 clusters Score -9383359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71825 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9383355.000000 Penalty: 3639.571045
	Iteration 216Q: 3 clusters Score -9383355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71831 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9383357.000000 Penalty: 3639.571045
	Iteration 217Q: 3 clusters Score -9383357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9383354.000000 Penalty: 3639.571045
	Iteration 218Q: 3 clusters Score -9383354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9383354.000000 Penalty: 3639.571045
	Iteration 219F: 3 clusters Score -9383354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Entering Unmasked Estep 
Score: -400294.250000 Penalty: 1336.948486
	Iteration 0F: 2 clusters Score -400294.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -397112.531250 Penalty: 2673.896973
	Iteration 0F: 3 clusters Score -397112.5 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -398011.687500 Penalty: 2673.896973
	Iteration 1F: 3 clusters Score -398011.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -398254.000000 Penalty: 2673.896973
	Iteration 2F: 3 clusters Score -398254 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -398467.687500 Penalty: 2673.896973
	Iteration 3F: 3 clusters Score -398467.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -398652.625000 Penalty: 2673.896973
	Iteration 4F: 3 clusters Score -398652.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -398829.781250 Penalty: 2673.896973
	Iteration 5F: 3 clusters Score -398829.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -398977.312500 Penalty: 2673.896973
	Iteration 6F: 3 clusters Score -398977.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -399101.593750 Penalty: 2673.896973
	Iteration 7Q: 3 clusters Score -399101.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -399206.625000 Penalty: 2673.896973
	Iteration 8Q: 3 clusters Score -399206.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -399300.218750 Penalty: 2673.896973
	Iteration 9Q: 3 clusters Score -399300.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -399398.062500 Penalty: 2673.896973
	Iteration 10Q: 3 clusters Score -399398.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -399486.093750 Penalty: 2673.896973
	Iteration 11Q: 3 clusters Score -399486.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -399570.250000 Penalty: 2673.896973
	Iteration 12Q: 3 clusters Score -399570.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -399631.468750 Penalty: 2673.896973
	Iteration 13Q: 3 clusters Score -399631.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -399689.031250 Penalty: 2673.896973
	Iteration 14Q: 3 clusters Score -399689 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -399726.406250 Penalty: 2673.896973
	Iteration 15Q: 3 clusters Score -399726.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -399756.343750 Penalty: 2673.896973
	Iteration 16Q: 3 clusters Score -399756.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -399782.937500 Penalty: 2673.896973
	Iteration 17Q: 3 clusters Score -399782.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -399799.812500 Penalty: 2673.896973
	Iteration 18Q: 3 clusters Score -399799.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -399809.812500 Penalty: 2673.896973
	Iteration 19Q: 3 clusters Score -399809.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -399815.312500 Penalty: 2673.896973
	Iteration 20F: 3 clusters Score -399815.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -399818.781250 Penalty: 2673.896973
	Iteration 21Q: 3 clusters Score -399818.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -399823.218750 Penalty: 2673.896973
	Iteration 22Q: 3 clusters Score -399823.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -399826.312500 Penalty: 2673.896973
	Iteration 23Q: 3 clusters Score -399826.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -399831.375000 Penalty: 2673.896973
	Iteration 24Q: 3 clusters Score -399831.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -399834.843750 Penalty: 2673.896973
	Iteration 25Q: 3 clusters Score -399834.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -399839.531250 Penalty: 2673.896973
	Iteration 26Q: 3 clusters Score -399839.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -399842.250000 Penalty: 2673.896973
	Iteration 27Q: 3 clusters Score -399842.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -399843.562500 Penalty: 2673.896973
	Iteration 28Q: 3 clusters Score -399843.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -399845.312500 Penalty: 2673.896973
	Iteration 29Q: 3 clusters Score -399845.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -399847.093750 Penalty: 2673.896973
	Iteration 30Q: 3 clusters Score -399847.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -399850.312500 Penalty: 2673.896973
	Iteration 31Q: 3 clusters Score -399850.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -399854.156250 Penalty: 2673.896973
	Iteration 32Q: 3 clusters Score -399854.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -399858.062500 Penalty: 2673.896973
	Iteration 33Q: 3 clusters Score -399858.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -399861.406250 Penalty: 2673.896973
	Iteration 34Q: 3 clusters Score -399861.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -399863.812500 Penalty: 2673.896973
	Iteration 35Q: 3 clusters Score -399863.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -399866.406250 Penalty: 2673.896973
	Iteration 36Q: 3 clusters Score -399866.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -399867.000000 Penalty: 2673.896973
	Iteration 37Q: 3 clusters Score -399867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -399866.781250 Penalty: 2673.896973
	Iteration 38Q: 3 clusters Score -399866.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -399866.781250 Penalty: 2673.896973
	Iteration 39F: 3 clusters Score -399866.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Entering Unmasked Estep 
Score: -3941855.500000 Penalty: 1678.550171
	Iteration 0F: 2 clusters Score -3941856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3921443.500000 Penalty: 3357.100342
	Iteration 0F: 3 clusters Score -3921444 nChanged 14036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3928926.750000 Penalty: 3357.100342
	Iteration 1F: 3 clusters Score -3928927 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -3929273.500000 Penalty: 3357.100342
	Iteration 2Q: 3 clusters Score -3929274 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3929607.250000 Penalty: 3357.100342
	Iteration 3Q: 3 clusters Score -3929607 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3930014.750000 Penalty: 3357.100342
	Iteration 4Q: 3 clusters Score -3930015 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3930444.500000 Penalty: 3357.100342
	Iteration 5Q: 3 clusters Score -3930444 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3931020.000000 Penalty: 3357.100342
	Iteration 6Q: 3 clusters Score -3931020 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3931743.500000 Penalty: 3357.100342
	Iteration 7Q: 3 clusters Score -3931744 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -3932676.000000 Penalty: 3357.100342
	Iteration 8F: 3 clusters Score -3932676 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -3933866.500000 Penalty: 3357.100342
	Iteration 9F: 3 clusters Score -3933866 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3935049.750000 Penalty: 3357.100342
	Iteration 10F: 3 clusters Score -3935050 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -3935836.500000 Penalty: 3357.100342
	Iteration 11Q: 3 clusters Score -3935836 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -3936275.000000 Penalty: 3357.100342
	Iteration 12Q: 3 clusters Score -3936275 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3936516.250000 Penalty: 3357.100342
	Iteration 13Q: 3 clusters Score -3936516 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3936680.500000 Penalty: 3357.100342
	Iteration 14Q: 3 clusters Score -3936680 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -3936811.000000 Penalty: 3357.100342
	Iteration 15Q: 3 clusters Score -3936811 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -3936958.500000 Penalty: 3357.100342
	Iteration 16Q: 3 clusters Score -3936958 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -3937098.000000 Penalty: 3357.100342
	Iteration 17Q: 3 clusters Score -3937098 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -3937287.250000 Penalty: 3357.100342
	Iteration 18Q: 3 clusters Score -3937287 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -3937449.750000 Penalty: 3357.100342
	Iteration 19Q: 3 clusters Score -3937450 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -3937619.250000 Penalty: 3357.100342
	Iteration 20F: 3 clusters Score -3937619 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -3937810.500000 Penalty: 3357.100342
	Iteration 21Q: 3 clusters Score -3937810 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -3937999.500000 Penalty: 3357.100342
	Iteration 22Q: 3 clusters Score -3938000 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3938195.500000 Penalty: 3357.100342
	Iteration 23Q: 3 clusters Score -3938196 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3938366.750000 Penalty: 3357.100342
	Iteration 24Q: 3 clusters Score -3938367 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3938525.500000 Penalty: 3357.100342
	Iteration 25Q: 3 clusters Score -3938526 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -3938654.750000 Penalty: 3357.100342
	Iteration 26Q: 3 clusters Score -3938655 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -3938784.000000 Penalty: 3357.100342
	Iteration 27Q: 3 clusters Score -3938784 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3938895.250000 Penalty: 3357.100342
	Iteration 28Q: 3 clusters Score -3938895 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3939007.250000 Penalty: 3357.100342
	Iteration 29Q: 3 clusters Score -3939007 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3939132.500000 Penalty: 3357.100342
	Iteration 30Q: 3 clusters Score -3939132 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3939249.250000 Penalty: 3357.100342
	Iteration 31Q: 3 clusters Score -3939249 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3939349.250000 Penalty: 3357.100342
	Iteration 32Q: 3 clusters Score -3939349 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3939442.750000 Penalty: 3357.100342
	Iteration 33Q: 3 clusters Score -3939443 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3939554.500000 Penalty: 3357.100342
	Iteration 34Q: 3 clusters Score -3939554 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3939630.000000 Penalty: 3357.100342
	Iteration 35Q: 3 clusters Score -3939630 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3939710.250000 Penalty: 3357.100342
	Iteration 36Q: 3 clusters Score -3939710 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3939811.000000 Penalty: 3357.100342
	Iteration 37Q: 3 clusters Score -3939811 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3939919.750000 Penalty: 3357.100342
	Iteration 38Q: 3 clusters Score -3939920 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3940003.750000 Penalty: 3357.100342
	Iteration 39Q: 3 clusters Score -3940004 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3940093.000000 Penalty: 3357.100342
	Iteration 40F: 3 clusters Score -3940093 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3940171.000000 Penalty: 3357.100342
	Iteration 41Q: 3 clusters Score -3940171 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3940248.500000 Penalty: 3357.100342
	Iteration 42Q: 3 clusters Score -3940248 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3940333.500000 Penalty: 3357.100342
	Iteration 43Q: 3 clusters Score -3940334 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3940391.000000 Penalty: 3357.100342
	Iteration 44Q: 3 clusters Score -3940391 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3940439.750000 Penalty: 3357.100342
	Iteration 45Q: 3 clusters Score -3940440 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3940475.250000 Penalty: 3357.100342
	Iteration 46Q: 3 clusters Score -3940475 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3940494.250000 Penalty: 3357.100342
	Iteration 47Q: 3 clusters Score -3940494 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3940511.000000 Penalty: 3357.100342
	Iteration 48Q: 3 clusters Score -3940511 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3940531.500000 Penalty: 3357.100342
	Iteration 49Q: 3 clusters Score -3940532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3940539.000000 Penalty: 3357.100342
	Iteration 50Q: 3 clusters Score -3940539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3940553.250000 Penalty: 3357.100342
	Iteration 51Q: 3 clusters Score -3940553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3940582.250000 Penalty: 3357.100342
	Iteration 52Q: 3 clusters Score -3940582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3940606.500000 Penalty: 3357.100342
	Iteration 53Q: 3 clusters Score -3940606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3940616.750000 Penalty: 3357.100342
	Iteration 54Q: 3 clusters Score -3940617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3940640.500000 Penalty: 3357.100342
	Iteration 55Q: 3 clusters Score -3940640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3940645.000000 Penalty: 3357.100342
	Iteration 56Q: 3 clusters Score -3940645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3940654.500000 Penalty: 3357.100342
	Iteration 57Q: 3 clusters Score -3940654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3940661.750000 Penalty: 3357.100342
	Iteration 58Q: 3 clusters Score -3940662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3940666.500000 Penalty: 3357.100342
	Iteration 59Q: 3 clusters Score -3940666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3940670.750000 Penalty: 3357.100342
	Iteration 60F: 3 clusters Score -3940671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3940671.500000 Penalty: 3357.100342
	Iteration 61Q: 3 clusters Score -3940672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3940671.250000 Penalty: 3357.100342
	Iteration 62Q: 3 clusters Score -3940671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3940673.000000 Penalty: 3357.100342
	Iteration 63Q: 3 clusters Score -3940673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3940678.250000 Penalty: 3357.100342
	Iteration 64Q: 3 clusters Score -3940678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3940683.000000 Penalty: 3357.100342
	Iteration 65Q: 3 clusters Score -3940683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3940693.250000 Penalty: 3357.100342
	Iteration 66Q: 3 clusters Score -3940693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3940694.500000 Penalty: 3357.100342
	Iteration 67Q: 3 clusters Score -3940694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3940716.250000 Penalty: 3357.100342
	Iteration 68Q: 3 clusters Score -3940716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3940727.250000 Penalty: 3357.100342
	Iteration 69Q: 3 clusters Score -3940727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3940739.500000 Penalty: 3357.100342
	Iteration 70Q: 3 clusters Score -3940740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3940752.750000 Penalty: 3357.100342
	Iteration 71Q: 3 clusters Score -3940753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3940761.000000 Penalty: 3357.100342
	Iteration 72Q: 3 clusters Score -3940761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3940764.000000 Penalty: 3357.100342
	Iteration 73Q: 3 clusters Score -3940764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3940771.000000 Penalty: 3357.100342
	Iteration 74Q: 3 clusters Score -3940771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3940780.250000 Penalty: 3357.100342
	Iteration 75Q: 3 clusters Score -3940780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3940787.750000 Penalty: 3357.100342
	Iteration 76Q: 3 clusters Score -3940788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3940784.750000 Penalty: 3357.100342
	Iteration 77Q: 3 clusters Score -3940785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3940791.250000 Penalty: 3357.100342
	Iteration 78Q: 3 clusters Score -3940791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3940795.500000 Penalty: 3357.100342
	Iteration 79Q: 3 clusters Score -3940796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3940803.500000 Penalty: 3357.100342
	Iteration 80F: 3 clusters Score -3940804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3940805.000000 Penalty: 3357.100342
	Iteration 81Q: 3 clusters Score -3940805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3940811.500000 Penalty: 3357.100342
	Iteration 82Q: 3 clusters Score -3940812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3940822.750000 Penalty: 3357.100342
	Iteration 83Q: 3 clusters Score -3940823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3940831.250000 Penalty: 3357.100342
	Iteration 84Q: 3 clusters Score -3940831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3940841.750000 Penalty: 3357.100342
	Iteration 85Q: 3 clusters Score -3940842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3940848.500000 Penalty: 3357.100342
	Iteration 86Q: 3 clusters Score -3940848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3940850.250000 Penalty: 3357.100342
	Iteration 87Q: 3 clusters Score -3940850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3940858.750000 Penalty: 3357.100342
	Iteration 88Q: 3 clusters Score -3940859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3940861.000000 Penalty: 3357.100342
	Iteration 89Q: 3 clusters Score -3940861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3940859.750000 Penalty: 3357.100342
	Iteration 90Q: 3 clusters Score -3940860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3940860.000000 Penalty: 3357.100342
	Iteration 91Q: 3 clusters Score -3940860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3940862.500000 Penalty: 3357.100342
	Iteration 92Q: 3 clusters Score -3940862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3940865.500000 Penalty: 3357.100342
	Iteration 93Q: 3 clusters Score -3940866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3940868.500000 Penalty: 3357.100342
	Iteration 94Q: 3 clusters Score -3940868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3940869.250000 Penalty: 3357.100342
	Iteration 95Q: 3 clusters Score -3940869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3940870.250000 Penalty: 3357.100342
	Iteration 96Q: 3 clusters Score -3940870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3940868.750000 Penalty: 3357.100342
	Iteration 97Q: 3 clusters Score -3940869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3940871.250000 Penalty: 3357.100342
	Iteration 98Q: 3 clusters Score -3940871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3940878.000000 Penalty: 3357.100342
	Iteration 99Q: 3 clusters Score -3940878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3940880.000000 Penalty: 3357.100342
	Iteration 100F: 3 clusters Score -3940880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3940877.750000 Penalty: 3357.100342
	Iteration 101Q: 3 clusters Score -3940878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3940875.750000 Penalty: 3357.100342
	Iteration 102Q: 3 clusters Score -3940876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3940879.250000 Penalty: 3357.100342
	Iteration 103Q: 3 clusters Score -3940879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3940878.000000 Penalty: 3357.100342
	Iteration 104Q: 3 clusters Score -3940878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3940878.250000 Penalty: 3357.100342
	Iteration 105Q: 3 clusters Score -3940878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3940886.000000 Penalty: 3357.100342
	Iteration 106Q: 3 clusters Score -3940886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3940883.500000 Penalty: 3357.100342
	Iteration 107Q: 3 clusters Score -3940884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3940885.000000 Penalty: 3357.100342
	Iteration 108Q: 3 clusters Score -3940885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3940891.000000 Penalty: 3357.100342
	Iteration 109Q: 3 clusters Score -3940891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3940887.500000 Penalty: 3357.100342
	Iteration 110Q: 3 clusters Score -3940888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3940888.500000 Penalty: 3357.100342
	Iteration 111Q: 3 clusters Score -3940888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3940886.250000 Penalty: 3357.100342
	Iteration 112Q: 3 clusters Score -3940886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3940886.000000 Penalty: 3357.100342
	Iteration 113Q: 3 clusters Score -3940886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3940889.500000 Penalty: 3357.100342
	Iteration 114Q: 3 clusters Score -3940890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3940889.500000 Penalty: 3357.100342
	Iteration 115F: 3 clusters Score -3940890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (133137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133137 members 
Entering Unmasked Estep 
Score: -16899340.000000 Penalty: 1917.359375
	Iteration 0F: 2 clusters Score -1.689934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -16818402.000000 Penalty: 3834.718750
	Iteration 0F: 3 clusters Score -1.68184e+07 nChanged 64012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -16855876.000000 Penalty: 3834.718750
	Iteration 1F: 3 clusters Score -1.685588e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -16856920.000000 Penalty: 3834.718750
	Iteration 2Q: 3 clusters Score -1.685692e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62119 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -16858382.000000 Penalty: 3834.718750
	Iteration 3Q: 3 clusters Score -1.685838e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 73906 members 
Entering Unmasked Estep 
Score: -16860478.000000 Penalty: 3834.718750
	Iteration 4Q: 3 clusters Score -1.686048e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 77966 members 
Entering Unmasked Estep 
Score: -16863606.000000 Penalty: 3834.718750
	Iteration 5F: 3 clusters Score -1.686361e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -16867556.000000 Penalty: 3834.718750
	Iteration 6F: 3 clusters Score -1.686756e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -16872346.000000 Penalty: 3834.718750
	Iteration 7F: 3 clusters Score -1.687235e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 95091 members 
Entering Unmasked Estep 
Score: -16877274.000000 Penalty: 3834.718750
	Iteration 8F: 3 clusters Score -1.687727e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 100813 members 
Entering Unmasked Estep 
Score: -16882184.000000 Penalty: 3834.718750
	Iteration 9F: 3 clusters Score -1.688218e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 105678 members 
Entering Unmasked Estep 
Score: -16886594.000000 Penalty: 3834.718750
	Iteration 10Q: 3 clusters Score -1.688659e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 109438 members 
Entering Unmasked Estep 
Score: -16890294.000000 Penalty: 3834.718750
	Iteration 11Q: 3 clusters Score -1.689029e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 112587 members 
Entering Unmasked Estep 
Score: -16892860.000000 Penalty: 3834.718750
	Iteration 12Q: 3 clusters Score -1.689286e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 115526 members 
Entering Unmasked Estep 
Score: -16894508.000000 Penalty: 3834.718750
	Iteration 13Q: 3 clusters Score -1.689451e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 118321 members 
Entering Unmasked Estep 
Score: -16895448.000000 Penalty: 3834.718750
	Iteration 14Q: 3 clusters Score -1.689545e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 121000 members 
Entering Unmasked Estep 
Score: -16896052.000000 Penalty: 3834.718750
	Iteration 15Q: 3 clusters Score -1.689605e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 123414 members 
Entering Unmasked Estep 
Score: -16896270.000000 Penalty: 3834.718750
	Iteration 16Q: 3 clusters Score -1.689627e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 125434 members 
Entering Unmasked Estep 
Score: -16896444.000000 Penalty: 3834.718750
	Iteration 17Q: 3 clusters Score -1.689644e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 127085 members 
Entering Unmasked Estep 
Score: -16896648.000000 Penalty: 3834.718750
	Iteration 18Q: 3 clusters Score -1.689665e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 128374 members 
Entering Unmasked Estep 
Score: -16897000.000000 Penalty: 3834.718750
	Iteration 19Q: 3 clusters Score -1.6897e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 129362 members 
Entering Unmasked Estep 
Score: -16897158.000000 Penalty: 3834.718750
	Iteration 20F: 3 clusters Score -1.689716e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 130164 members 
Entering Unmasked Estep 
Score: -16897300.000000 Penalty: 3834.718750
	Iteration 21Q: 3 clusters Score -1.68973e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 130765 members 
Entering Unmasked Estep 
Score: -16897478.000000 Penalty: 3834.718750
	Iteration 22Q: 3 clusters Score -1.689748e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 131202 members 
Entering Unmasked Estep 
Score: -16897560.000000 Penalty: 3834.718750
	Iteration 23Q: 3 clusters Score -1.689756e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 131516 members 
Entering Unmasked Estep 
Score: -16897644.000000 Penalty: 3834.718750
	Iteration 24Q: 3 clusters Score -1.689764e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 131753 members 
Entering Unmasked Estep 
Score: -16897650.000000 Penalty: 3834.718750
	Iteration 25Q: 3 clusters Score -1.689765e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 131916 members 
Entering Unmasked Estep 
Score: -16897714.000000 Penalty: 3834.718750
	Iteration 26Q: 3 clusters Score -1.689771e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 132032 members 
Entering Unmasked Estep 
Score: -16897748.000000 Penalty: 3834.718750
	Iteration 27Q: 3 clusters Score -1.689775e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 132130 members 
Entering Unmasked Estep 
Score: -16897788.000000 Penalty: 3834.718750
	Iteration 28Q: 3 clusters Score -1.689779e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 132211 members 
Entering Unmasked Estep 
Score: -16897790.000000 Penalty: 3834.718750
	Iteration 29Q: 3 clusters Score -1.689779e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 132266 members 
Entering Unmasked Estep 
Score: -16897802.000000 Penalty: 3834.718750
	Iteration 30Q: 3 clusters Score -1.68978e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 132311 members 
Entering Unmasked Estep 
Score: -16897790.000000 Penalty: 3834.718750
	Iteration 31Q: 3 clusters Score -1.689779e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 132337 members 
Entering Unmasked Estep 
Score: -16897802.000000 Penalty: 3834.718750
	Iteration 32Q: 3 clusters Score -1.68978e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 132358 members 
Entering Unmasked Estep 
Score: -16897802.000000 Penalty: 3834.718750
	Iteration 33Q: 3 clusters Score -1.68978e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 132369 members 
Entering Unmasked Estep 
Score: -16897818.000000 Penalty: 3834.718750
	Iteration 34Q: 3 clusters Score -1.689782e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 132391 members 
Entering Unmasked Estep 
Score: -16897822.000000 Penalty: 3834.718750
	Iteration 35Q: 3 clusters Score -1.689782e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 132411 members 
Entering Unmasked Estep 
Score: -16897832.000000 Penalty: 3834.718750
	Iteration 36Q: 3 clusters Score -1.689783e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 132435 members 
Entering Unmasked Estep 
Score: -16897844.000000 Penalty: 3834.718750
	Iteration 37Q: 3 clusters Score -1.689784e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 132455 members 
Entering Unmasked Estep 
Score: -16897828.000000 Penalty: 3834.718750
	Iteration 38Q: 3 clusters Score -1.689783e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 132465 members 
Entering Unmasked Estep 
Score: -16897844.000000 Penalty: 3834.718750
	Iteration 39Q: 3 clusters Score -1.689784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 132469 members 
Entering Unmasked Estep 
Score: -16897838.000000 Penalty: 3834.718750
	Iteration 40F: 3 clusters Score -1.689784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 132475 members 
Entering Unmasked Estep 
Score: -16897844.000000 Penalty: 3834.718750
	Iteration 41Q: 3 clusters Score -1.689784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 132477 members 
Entering Unmasked Estep 
Score: -16897846.000000 Penalty: 3834.718750
	Iteration 42Q: 3 clusters Score -1.689785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 132479 members 
Entering Unmasked Estep 
Score: -16897842.000000 Penalty: 3834.718750
	Iteration 43Q: 3 clusters Score -1.689784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 132479 members 
Entering Unmasked Estep 
Score: -16897842.000000 Penalty: 3834.718750
	Iteration 44F: 3 clusters Score -1.689784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -312861.156250 Penalty: 1267.659546
	Iteration 0F: 2 clusters Score -312861.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -310526.281250 Penalty: 2535.319092
	Iteration 0F: 3 clusters Score -310526.3 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -311059.500000 Penalty: 2535.319092
	Iteration 1F: 3 clusters Score -311059.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -311151.031250 Penalty: 2535.319092
	Iteration 2F: 3 clusters Score -311151 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -311196.656250 Penalty: 2535.319092
	Iteration 3Q: 3 clusters Score -311196.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -311225.312500 Penalty: 2535.319092
	Iteration 4Q: 3 clusters Score -311225.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -311244.187500 Penalty: 2535.319092
	Iteration 5Q: 3 clusters Score -311244.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -311252.656250 Penalty: 2535.319092
	Iteration 6Q: 3 clusters Score -311252.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -311261.968750 Penalty: 2535.319092
	Iteration 7Q: 3 clusters Score -311262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -311274.718750 Penalty: 2535.319092
	Iteration 8Q: 3 clusters Score -311274.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -311288.500000 Penalty: 2535.319092
	Iteration 9Q: 3 clusters Score -311288.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -311298.531250 Penalty: 2535.319092
	Iteration 10Q: 3 clusters Score -311298.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -311311.625000 Penalty: 2535.319092
	Iteration 11Q: 3 clusters Score -311311.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -311325.968750 Penalty: 2535.319092
	Iteration 12Q: 3 clusters Score -311326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -311341.843750 Penalty: 2535.319092
	Iteration 13Q: 3 clusters Score -311341.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -311352.593750 Penalty: 2535.319092
	Iteration 14Q: 3 clusters Score -311352.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -311367.125000 Penalty: 2535.319092
	Iteration 15Q: 3 clusters Score -311367.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -311384.093750 Penalty: 2535.319092
	Iteration 16Q: 3 clusters Score -311384.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -311400.625000 Penalty: 2535.319092
	Iteration 17Q: 3 clusters Score -311400.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -311409.500000 Penalty: 2535.319092
	Iteration 18Q: 3 clusters Score -311409.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -311420.062500 Penalty: 2535.319092
	Iteration 19Q: 3 clusters Score -311420.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -311431.843750 Penalty: 2535.319092
	Iteration 20F: 3 clusters Score -311431.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -311446.718750 Penalty: 2535.319092
	Iteration 21Q: 3 clusters Score -311446.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -311457.843750 Penalty: 2535.319092
	Iteration 22Q: 3 clusters Score -311457.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -311468.000000 Penalty: 2535.319092
	Iteration 23Q: 3 clusters Score -311468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -311477.906250 Penalty: 2535.319092
	Iteration 24Q: 3 clusters Score -311477.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -311487.031250 Penalty: 2535.319092
	Iteration 25Q: 3 clusters Score -311487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -311494.375000 Penalty: 2535.319092
	Iteration 26Q: 3 clusters Score -311494.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -311501.031250 Penalty: 2535.319092
	Iteration 27Q: 3 clusters Score -311501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -311504.875000 Penalty: 2535.319092
	Iteration 28Q: 3 clusters Score -311504.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -311510.406250 Penalty: 2535.319092
	Iteration 29Q: 3 clusters Score -311510.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -311518.343750 Penalty: 2535.319092
	Iteration 30Q: 3 clusters Score -311518.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -311523.531250 Penalty: 2535.319092
	Iteration 31Q: 3 clusters Score -311523.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -311528.718750 Penalty: 2535.319092
	Iteration 32Q: 3 clusters Score -311528.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -311534.218750 Penalty: 2535.319092
	Iteration 33Q: 3 clusters Score -311534.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -311537.093750 Penalty: 2535.319092
	Iteration 34Q: 3 clusters Score -311537.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -311540.125000 Penalty: 2535.319092
	Iteration 35Q: 3 clusters Score -311540.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -311541.500000 Penalty: 2535.319092
	Iteration 36Q: 3 clusters Score -311541.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -311543.531250 Penalty: 2535.319092
	Iteration 37Q: 3 clusters Score -311543.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -311545.937500 Penalty: 2535.319092
	Iteration 38Q: 3 clusters Score -311545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -311548.593750 Penalty: 2535.319092
	Iteration 39Q: 3 clusters Score -311548.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -311550.406250 Penalty: 2535.319092
	Iteration 40F: 3 clusters Score -311550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -311552.250000 Penalty: 2535.319092
	Iteration 41Q: 3 clusters Score -311552.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -311554.218750 Penalty: 2535.319092
	Iteration 42Q: 3 clusters Score -311554.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -311557.468750 Penalty: 2535.319092
	Iteration 43Q: 3 clusters Score -311557.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -311561.062500 Penalty: 2535.319092
	Iteration 44Q: 3 clusters Score -311561.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -311563.687500 Penalty: 2535.319092
	Iteration 45Q: 3 clusters Score -311563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -311564.531250 Penalty: 2535.319092
	Iteration 46Q: 3 clusters Score -311564.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -311565.437500 Penalty: 2535.319092
	Iteration 47Q: 3 clusters Score -311565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -311566.843750 Penalty: 2535.319092
	Iteration 48Q: 3 clusters Score -311566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -311568.093750 Penalty: 2535.319092
	Iteration 49Q: 3 clusters Score -311568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -311568.718750 Penalty: 2535.319092
	Iteration 50Q: 3 clusters Score -311568.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -311569.937500 Penalty: 2535.319092
	Iteration 51Q: 3 clusters Score -311569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -311569.968750 Penalty: 2535.319092
	Iteration 52Q: 3 clusters Score -311570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -311570.687500 Penalty: 2535.319092
	Iteration 53Q: 3 clusters Score -311570.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -311571.437500 Penalty: 2535.319092
	Iteration 54Q: 3 clusters Score -311571.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -311571.437500 Penalty: 2535.319092
	Iteration 55F: 3 clusters Score -311571.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Entering Unmasked Estep 
Score: -878759.000000 Penalty: 1439.230469
	Iteration 0F: 2 clusters Score -878759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -873568.000000 Penalty: 2878.460938
	Iteration 0F: 3 clusters Score -873568 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -875237.750000 Penalty: 2878.460938
	Iteration 1F: 3 clusters Score -875237.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -875595.000000 Penalty: 2878.460938
	Iteration 2F: 3 clusters Score -875595 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -875974.250000 Penalty: 2878.460938
	Iteration 3F: 3 clusters Score -875974.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -876365.875000 Penalty: 2878.460938
	Iteration 4F: 3 clusters Score -876365.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -876762.062500 Penalty: 2878.460938
	Iteration 5F: 3 clusters Score -876762.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -877111.687500 Penalty: 2878.460938
	Iteration 6F: 3 clusters Score -877111.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -877330.687500 Penalty: 2878.460938
	Iteration 7Q: 3 clusters Score -877330.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -877473.687500 Penalty: 2878.460938
	Iteration 8Q: 3 clusters Score -877473.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -877565.500000 Penalty: 2878.460938
	Iteration 9Q: 3 clusters Score -877565.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -877633.312500 Penalty: 2878.460938
	Iteration 10Q: 3 clusters Score -877633.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -877666.500000 Penalty: 2878.460938
	Iteration 11Q: 3 clusters Score -877666.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -877690.625000 Penalty: 2878.460938
	Iteration 12Q: 3 clusters Score -877690.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -877705.062500 Penalty: 2878.460938
	Iteration 13Q: 3 clusters Score -877705.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -877718.062500 Penalty: 2878.460938
	Iteration 14Q: 3 clusters Score -877718.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -877730.187500 Penalty: 2878.460938
	Iteration 15Q: 3 clusters Score -877730.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -877734.875000 Penalty: 2878.460938
	Iteration 16Q: 3 clusters Score -877734.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -877744.062500 Penalty: 2878.460938
	Iteration 17Q: 3 clusters Score -877744.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -877748.500000 Penalty: 2878.460938
	Iteration 18Q: 3 clusters Score -877748.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -877749.000000 Penalty: 2878.460938
	Iteration 19Q: 3 clusters Score -877749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -877751.625000 Penalty: 2878.460938
	Iteration 20F: 3 clusters Score -877751.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -877751.187500 Penalty: 2878.460938
	Iteration 21Q: 3 clusters Score -877751.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -877752.312500 Penalty: 2878.460938
	Iteration 22Q: 3 clusters Score -877752.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -877752.375000 Penalty: 2878.460938
	Iteration 23Q: 3 clusters Score -877752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -877753.500000 Penalty: 2878.460938
	Iteration 24Q: 3 clusters Score -877753.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -877753.562500 Penalty: 2878.460938
	Iteration 25Q: 3 clusters Score -877753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -877754.500000 Penalty: 2878.460938
	Iteration 26Q: 3 clusters Score -877754.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -877754.437500 Penalty: 2878.460938
	Iteration 27Q: 3 clusters Score -877754.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -877754.875000 Penalty: 2878.460938
	Iteration 28Q: 3 clusters Score -877754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -877754.750000 Penalty: 2878.460938
	Iteration 29Q: 3 clusters Score -877754.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -877754.750000 Penalty: 2878.460938
	Iteration 30F: 3 clusters Score -877754.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Entering Unmasked Estep 
Score: -1731792.000000 Penalty: 1557.451050
	Iteration 0F: 2 clusters Score -1731792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1721664.625000 Penalty: 3114.902100
	Iteration 0F: 3 clusters Score -1721665 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1725170.500000 Penalty: 3114.902100
	Iteration 1F: 3 clusters Score -1725170 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1725584.750000 Penalty: 3114.902100
	Iteration 2F: 3 clusters Score -1725585 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1726009.500000 Penalty: 3114.902100
	Iteration 3F: 3 clusters Score -1726010 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1726522.625000 Penalty: 3114.902100
	Iteration 4F: 3 clusters Score -1726523 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1727128.000000 Penalty: 3114.902100
	Iteration 5F: 3 clusters Score -1727128 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1727843.125000 Penalty: 3114.902100
	Iteration 6F: 3 clusters Score -1727843 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1728506.125000 Penalty: 3114.902100
	Iteration 7F: 3 clusters Score -1728506 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1729003.500000 Penalty: 3114.902100
	Iteration 8Q: 3 clusters Score -1729004 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1729405.250000 Penalty: 3114.902100
	Iteration 9Q: 3 clusters Score -1729405 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1729713.375000 Penalty: 3114.902100
	Iteration 10Q: 3 clusters Score -1729713 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1729930.625000 Penalty: 3114.902100
	Iteration 11Q: 3 clusters Score -1729931 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1730116.250000 Penalty: 3114.902100
	Iteration 12Q: 3 clusters Score -1730116 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1730229.125000 Penalty: 3114.902100
	Iteration 13Q: 3 clusters Score -1730229 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1730325.250000 Penalty: 3114.902100
	Iteration 14Q: 3 clusters Score -1730325 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1730375.375000 Penalty: 3114.902100
	Iteration 15Q: 3 clusters Score -1730375 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1730416.625000 Penalty: 3114.902100
	Iteration 16Q: 3 clusters Score -1730417 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1730454.125000 Penalty: 3114.902100
	Iteration 17Q: 3 clusters Score -1730454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1730474.125000 Penalty: 3114.902100
	Iteration 18Q: 3 clusters Score -1730474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1730497.250000 Penalty: 3114.902100
	Iteration 19Q: 3 clusters Score -1730497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1730511.125000 Penalty: 3114.902100
	Iteration 20F: 3 clusters Score -1730511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1730517.875000 Penalty: 3114.902100
	Iteration 21Q: 3 clusters Score -1730518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1730523.125000 Penalty: 3114.902100
	Iteration 22Q: 3 clusters Score -1730523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1730525.625000 Penalty: 3114.902100
	Iteration 23Q: 3 clusters Score -1730526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1730530.000000 Penalty: 3114.902100
	Iteration 24Q: 3 clusters Score -1730530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1730531.500000 Penalty: 3114.902100
	Iteration 25Q: 3 clusters Score -1730532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1730532.875000 Penalty: 3114.902100
	Iteration 26Q: 3 clusters Score -1730533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1730537.125000 Penalty: 3114.902100
	Iteration 27Q: 3 clusters Score -1730537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1730535.625000 Penalty: 3114.902100
	Iteration 28Q: 3 clusters Score -1730536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1730539.750000 Penalty: 3114.902100
	Iteration 29Q: 3 clusters Score -1730540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1730539.000000 Penalty: 3114.902100
	Iteration 30Q: 3 clusters Score -1730539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1730538.875000 Penalty: 3114.902100
	Iteration 31Q: 3 clusters Score -1730539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1730541.500000 Penalty: 3114.902100
	Iteration 32Q: 3 clusters Score -1730542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1730540.000000 Penalty: 3114.902100
	Iteration 33Q: 3 clusters Score -1730540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1730540.750000 Penalty: 3114.902100
	Iteration 34Q: 3 clusters Score -1730541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1730541.125000 Penalty: 3114.902100
	Iteration 35Q: 3 clusters Score -1730541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1730545.250000 Penalty: 3114.902100
	Iteration 36Q: 3 clusters Score -1730545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1730544.625000 Penalty: 3114.902100
	Iteration 37Q: 3 clusters Score -1730545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1730551.500000 Penalty: 3114.902100
	Iteration 38Q: 3 clusters Score -1730552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1730553.125000 Penalty: 3114.902100
	Iteration 39Q: 3 clusters Score -1730553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1730556.750000 Penalty: 3114.902100
	Iteration 40F: 3 clusters Score -1730557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1730558.625000 Penalty: 3114.902100
	Iteration 41Q: 3 clusters Score -1730559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1730556.625000 Penalty: 3114.902100
	Iteration 42Q: 3 clusters Score -1730557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1730561.125000 Penalty: 3114.902100
	Iteration 43Q: 3 clusters Score -1730561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1730561.250000 Penalty: 3114.902100
	Iteration 44Q: 3 clusters Score -1730561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1730561.250000 Penalty: 3114.902100
	Iteration 45Q: 3 clusters Score -1730561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1730565.500000 Penalty: 3114.902100
	Iteration 46Q: 3 clusters Score -1730566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1730566.250000 Penalty: 3114.902100
	Iteration 47Q: 3 clusters Score -1730566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1730566.250000 Penalty: 3114.902100
	Iteration 48F: 3 clusters Score -1730566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Entering Unmasked Estep 
Score: -1101854.750000 Penalty: 1488.635742
	Iteration 0F: 2 clusters Score -1101855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1095091.000000 Penalty: 2977.271484
	Iteration 0F: 3 clusters Score -1095091 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1097328.625000 Penalty: 2977.271484
	Iteration 1F: 3 clusters Score -1097329 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1097716.375000 Penalty: 2977.271484
	Iteration 2F: 3 clusters Score -1097716 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1098108.750000 Penalty: 2977.271484
	Iteration 3F: 3 clusters Score -1098109 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1098457.375000 Penalty: 2977.271484
	Iteration 4F: 3 clusters Score -1098457 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1098789.250000 Penalty: 2977.271484
	Iteration 5F: 3 clusters Score -1098789 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1099126.000000 Penalty: 2977.271484
	Iteration 6F: 3 clusters Score -1099126 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1099467.625000 Penalty: 2977.271484
	Iteration 7F: 3 clusters Score -1099468 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1099774.750000 Penalty: 2977.271484
	Iteration 8F: 3 clusters Score -1099775 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1100062.625000 Penalty: 2977.271484
	Iteration 9Q: 3 clusters Score -1100063 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1100284.750000 Penalty: 2977.271484
	Iteration 10Q: 3 clusters Score -1100285 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1100499.000000 Penalty: 2977.271484
	Iteration 11Q: 3 clusters Score -1100499 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1100691.000000 Penalty: 2977.271484
	Iteration 12Q: 3 clusters Score -1100691 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1100884.625000 Penalty: 2977.271484
	Iteration 13Q: 3 clusters Score -1100885 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1101071.125000 Penalty: 2977.271484
	Iteration 14Q: 3 clusters Score -1101071 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1101243.125000 Penalty: 2977.271484
	Iteration 15Q: 3 clusters Score -1101243 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1101371.875000 Penalty: 2977.271484
	Iteration 16Q: 3 clusters Score -1101372 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1101445.125000 Penalty: 2977.271484
	Iteration 17Q: 3 clusters Score -1101445 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1101494.375000 Penalty: 2977.271484
	Iteration 18Q: 3 clusters Score -1101494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1101533.500000 Penalty: 2977.271484
	Iteration 19Q: 3 clusters Score -1101534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1101564.000000 Penalty: 2977.271484
	Iteration 20F: 3 clusters Score -1101564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1101582.125000 Penalty: 2977.271484
	Iteration 21Q: 3 clusters Score -1101582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1101596.875000 Penalty: 2977.271484
	Iteration 22Q: 3 clusters Score -1101597 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1101608.000000 Penalty: 2977.271484
	Iteration 23Q: 3 clusters Score -1101608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1101615.750000 Penalty: 2977.271484
	Iteration 24Q: 3 clusters Score -1101616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1101622.750000 Penalty: 2977.271484
	Iteration 25Q: 3 clusters Score -1101623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1101628.875000 Penalty: 2977.271484
	Iteration 26Q: 3 clusters Score -1101629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1101635.250000 Penalty: 2977.271484
	Iteration 27Q: 3 clusters Score -1101635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1101635.750000 Penalty: 2977.271484
	Iteration 28Q: 3 clusters Score -1101636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1101640.750000 Penalty: 2977.271484
	Iteration 29Q: 3 clusters Score -1101641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1101641.750000 Penalty: 2977.271484
	Iteration 30Q: 3 clusters Score -1101642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1101644.250000 Penalty: 2977.271484
	Iteration 31Q: 3 clusters Score -1101644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1101645.750000 Penalty: 2977.271484
	Iteration 32Q: 3 clusters Score -1101646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1101647.000000 Penalty: 2977.271484
	Iteration 33Q: 3 clusters Score -1101647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1101648.250000 Penalty: 2977.271484
	Iteration 34Q: 3 clusters Score -1101648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1101648.875000 Penalty: 2977.271484
	Iteration 35Q: 3 clusters Score -1101649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1101649.500000 Penalty: 2977.271484
	Iteration 36Q: 3 clusters Score -1101650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1101650.500000 Penalty: 2977.271484
	Iteration 37Q: 3 clusters Score -1101650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1101649.750000 Penalty: 2977.271484
	Iteration 38Q: 3 clusters Score -1101650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1101650.500000 Penalty: 2977.271484
	Iteration 39Q: 3 clusters Score -1101650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1101650.125000 Penalty: 2977.271484
	Iteration 40F: 3 clusters Score -1101650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1101653.500000 Penalty: 2977.271484
	Iteration 41Q: 3 clusters Score -1101654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1101654.250000 Penalty: 2977.271484
	Iteration 42Q: 3 clusters Score -1101654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1101653.125000 Penalty: 2977.271484
	Iteration 43Q: 3 clusters Score -1101653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1101653.125000 Penalty: 2977.271484
	Iteration 44F: 3 clusters Score -1101653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Entering Unmasked Estep 
Score: -794282.687500 Penalty: 1421.005127
	Iteration 0F: 2 clusters Score -794282.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -789476.375000 Penalty: 2842.010254
	Iteration 0F: 3 clusters Score -789476.4 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -791017.875000 Penalty: 2842.010254
	Iteration 1F: 3 clusters Score -791017.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -791412.937500 Penalty: 2842.010254
	Iteration 2F: 3 clusters Score -791412.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -791775.312500 Penalty: 2842.010254
	Iteration 3F: 3 clusters Score -791775.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -792137.500000 Penalty: 2842.010254
	Iteration 4F: 3 clusters Score -792137.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -792422.562500 Penalty: 2842.010254
	Iteration 5F: 3 clusters Score -792422.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -792671.625000 Penalty: 2842.010254
	Iteration 6F: 3 clusters Score -792671.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -792880.312500 Penalty: 2842.010254
	Iteration 7Q: 3 clusters Score -792880.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -793015.250000 Penalty: 2842.010254
	Iteration 8Q: 3 clusters Score -793015.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -793085.375000 Penalty: 2842.010254
	Iteration 9Q: 3 clusters Score -793085.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -793132.750000 Penalty: 2842.010254
	Iteration 10Q: 3 clusters Score -793132.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -793166.250000 Penalty: 2842.010254
	Iteration 11Q: 3 clusters Score -793166.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -793195.062500 Penalty: 2842.010254
	Iteration 12Q: 3 clusters Score -793195.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -793210.062500 Penalty: 2842.010254
	Iteration 13Q: 3 clusters Score -793210.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -793222.625000 Penalty: 2842.010254
	Iteration 14Q: 3 clusters Score -793222.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -793235.625000 Penalty: 2842.010254
	Iteration 15Q: 3 clusters Score -793235.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -793248.500000 Penalty: 2842.010254
	Iteration 16Q: 3 clusters Score -793248.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -793256.562500 Penalty: 2842.010254
	Iteration 17Q: 3 clusters Score -793256.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -793265.812500 Penalty: 2842.010254
	Iteration 18Q: 3 clusters Score -793265.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -793274.875000 Penalty: 2842.010254
	Iteration 19Q: 3 clusters Score -793274.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -793280.875000 Penalty: 2842.010254
	Iteration 20F: 3 clusters Score -793280.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -793282.875000 Penalty: 2842.010254
	Iteration 21Q: 3 clusters Score -793282.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -793288.125000 Penalty: 2842.010254
	Iteration 22Q: 3 clusters Score -793288.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -793292.187500 Penalty: 2842.010254
	Iteration 23Q: 3 clusters Score -793292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -793293.437500 Penalty: 2842.010254
	Iteration 24Q: 3 clusters Score -793293.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -793295.000000 Penalty: 2842.010254
	Iteration 25Q: 3 clusters Score -793295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -793300.375000 Penalty: 2842.010254
	Iteration 26Q: 3 clusters Score -793300.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -793305.437500 Penalty: 2842.010254
	Iteration 27Q: 3 clusters Score -793305.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -793308.312500 Penalty: 2842.010254
	Iteration 28Q: 3 clusters Score -793308.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -793314.125000 Penalty: 2842.010254
	Iteration 29Q: 3 clusters Score -793314.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -793316.875000 Penalty: 2842.010254
	Iteration 30Q: 3 clusters Score -793316.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -793317.375000 Penalty: 2842.010254
	Iteration 31Q: 3 clusters Score -793317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -793319.437500 Penalty: 2842.010254
	Iteration 32Q: 3 clusters Score -793319.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -793324.562500 Penalty: 2842.010254
	Iteration 33Q: 3 clusters Score -793324.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -793327.937500 Penalty: 2842.010254
	Iteration 34Q: 3 clusters Score -793327.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -793330.250000 Penalty: 2842.010254
	Iteration 35Q: 3 clusters Score -793330.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -793332.625000 Penalty: 2842.010254
	Iteration 36Q: 3 clusters Score -793332.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -793336.250000 Penalty: 2842.010254
	Iteration 37Q: 3 clusters Score -793336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -793337.750000 Penalty: 2842.010254
	Iteration 38Q: 3 clusters Score -793337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -793338.562500 Penalty: 2842.010254
	Iteration 39Q: 3 clusters Score -793338.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -793341.125000 Penalty: 2842.010254
	Iteration 40F: 3 clusters Score -793341.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -793343.687500 Penalty: 2842.010254
	Iteration 41Q: 3 clusters Score -793343.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -793348.250000 Penalty: 2842.010254
	Iteration 42Q: 3 clusters Score -793348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -793349.125000 Penalty: 2842.010254
	Iteration 43Q: 3 clusters Score -793349.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -793353.437500 Penalty: 2842.010254
	Iteration 44Q: 3 clusters Score -793353.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -793356.062500 Penalty: 2842.010254
	Iteration 45Q: 3 clusters Score -793356.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -793356.375000 Penalty: 2842.010254
	Iteration 46Q: 3 clusters Score -793356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -793355.250000 Penalty: 2842.010254
	Iteration 47Q: 3 clusters Score -793355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -793356.625000 Penalty: 2842.010254
	Iteration 48Q: 3 clusters Score -793356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -793356.937500 Penalty: 2842.010254
	Iteration 49Q: 3 clusters Score -793356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -793357.187500 Penalty: 2842.010254
	Iteration 50Q: 3 clusters Score -793357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -793357.812500 Penalty: 2842.010254
	Iteration 51Q: 3 clusters Score -793357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -793358.562500 Penalty: 2842.010254
	Iteration 52Q: 3 clusters Score -793358.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -793358.562500 Penalty: 2842.010254
	Iteration 53F: 3 clusters Score -793358.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Entering Unmasked Estep 
Score: -3628843.000000 Penalty: 1667.768066
	Iteration 0F: 2 clusters Score -3628843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3609580.750000 Penalty: 3335.536133
	Iteration 0F: 3 clusters Score -3609581 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3616978.000000 Penalty: 3335.536133
	Iteration 1F: 3 clusters Score -3616978 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3617541.250000 Penalty: 3335.536133
	Iteration 2Q: 3 clusters Score -3617541 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3618156.750000 Penalty: 3335.536133
	Iteration 3Q: 3 clusters Score -3618157 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3618954.000000 Penalty: 3335.536133
	Iteration 4F: 3 clusters Score -3618954 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -3620068.500000 Penalty: 3335.536133
	Iteration 5F: 3 clusters Score -3620068 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3621541.250000 Penalty: 3335.536133
	Iteration 6F: 3 clusters Score -3621541 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -3623269.500000 Penalty: 3335.536133
	Iteration 7F: 3 clusters Score -3623270 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3624767.750000 Penalty: 3335.536133
	Iteration 8F: 3 clusters Score -3624768 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3625803.000000 Penalty: 3335.536133
	Iteration 9Q: 3 clusters Score -3625803 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3626399.000000 Penalty: 3335.536133
	Iteration 10Q: 3 clusters Score -3626399 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3626744.750000 Penalty: 3335.536133
	Iteration 11Q: 3 clusters Score -3626745 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3626985.500000 Penalty: 3335.536133
	Iteration 12Q: 3 clusters Score -3626986 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -3627108.000000 Penalty: 3335.536133
	Iteration 13Q: 3 clusters Score -3627108 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3627187.750000 Penalty: 3335.536133
	Iteration 14Q: 3 clusters Score -3627188 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -3627260.500000 Penalty: 3335.536133
	Iteration 15Q: 3 clusters Score -3627260 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3627316.250000 Penalty: 3335.536133
	Iteration 16Q: 3 clusters Score -3627316 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3627358.250000 Penalty: 3335.536133
	Iteration 17Q: 3 clusters Score -3627358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3627381.250000 Penalty: 3335.536133
	Iteration 18Q: 3 clusters Score -3627381 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3627406.500000 Penalty: 3335.536133
	Iteration 19Q: 3 clusters Score -3627406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3627429.250000 Penalty: 3335.536133
	Iteration 20F: 3 clusters Score -3627429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3627443.250000 Penalty: 3335.536133
	Iteration 21Q: 3 clusters Score -3627443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3627461.250000 Penalty: 3335.536133
	Iteration 22Q: 3 clusters Score -3627461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -3627469.500000 Penalty: 3335.536133
	Iteration 23Q: 3 clusters Score -3627470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3627475.750000 Penalty: 3335.536133
	Iteration 24Q: 3 clusters Score -3627476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -3627484.750000 Penalty: 3335.536133
	Iteration 25Q: 3 clusters Score -3627485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -3627490.750000 Penalty: 3335.536133
	Iteration 26Q: 3 clusters Score -3627491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3627496.500000 Penalty: 3335.536133
	Iteration 27Q: 3 clusters Score -3627496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3627513.750000 Penalty: 3335.536133
	Iteration 28Q: 3 clusters Score -3627514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3627521.500000 Penalty: 3335.536133
	Iteration 29Q: 3 clusters Score -3627522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3627526.500000 Penalty: 3335.536133
	Iteration 30Q: 3 clusters Score -3627526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -3627525.250000 Penalty: 3335.536133
	Iteration 31Q: 3 clusters Score -3627525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3627531.000000 Penalty: 3335.536133
	Iteration 32Q: 3 clusters Score -3627531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3627539.500000 Penalty: 3335.536133
	Iteration 33Q: 3 clusters Score -3627540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3627537.000000 Penalty: 3335.536133
	Iteration 34Q: 3 clusters Score -3627537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3627542.250000 Penalty: 3335.536133
	Iteration 35Q: 3 clusters Score -3627542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3627552.000000 Penalty: 3335.536133
	Iteration 36Q: 3 clusters Score -3627552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -3627549.750000 Penalty: 3335.536133
	Iteration 37Q: 3 clusters Score -3627550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -3627556.250000 Penalty: 3335.536133
	Iteration 38Q: 3 clusters Score -3627556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3627555.750000 Penalty: 3335.536133
	Iteration 39Q: 3 clusters Score -3627556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -3627558.250000 Penalty: 3335.536133
	Iteration 40F: 3 clusters Score -3627558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3627559.500000 Penalty: 3335.536133
	Iteration 41Q: 3 clusters Score -3627560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3627561.500000 Penalty: 3335.536133
	Iteration 42Q: 3 clusters Score -3627562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -3627565.750000 Penalty: 3335.536133
	Iteration 43Q: 3 clusters Score -3627566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3627567.250000 Penalty: 3335.536133
	Iteration 44Q: 3 clusters Score -3627567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -3627571.250000 Penalty: 3335.536133
	Iteration 45Q: 3 clusters Score -3627571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -3627571.000000 Penalty: 3335.536133
	Iteration 46Q: 3 clusters Score -3627571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -3627572.250000 Penalty: 3335.536133
	Iteration 47Q: 3 clusters Score -3627572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3627573.500000 Penalty: 3335.536133
	Iteration 48Q: 3 clusters Score -3627574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3627573.500000 Penalty: 3335.536133
	Iteration 49F: 3 clusters Score -3627574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93580 members 
Entering Unmasked Estep 
Score: -11906554.000000 Penalty: 1860.067993
	Iteration 0F: 2 clusters Score -1.190655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -11845229.000000 Penalty: 3720.135986
	Iteration 0F: 3 clusters Score -1.184523e+07 nChanged 44715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -11870461.000000 Penalty: 3720.135986
	Iteration 1F: 3 clusters Score -1.187046e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -11870975.000000 Penalty: 3720.135986
	Iteration 2Q: 3 clusters Score -1.187098e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -11871530.000000 Penalty: 3720.135986
	Iteration 3Q: 3 clusters Score -1.187153e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -11872158.000000 Penalty: 3720.135986
	Iteration 4Q: 3 clusters Score -1.187216e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -11873263.000000 Penalty: 3720.135986
	Iteration 5Q: 3 clusters Score -1.187326e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -11874680.000000 Penalty: 3720.135986
	Iteration 6Q: 3 clusters Score -1.187468e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -11876937.000000 Penalty: 3720.135986
	Iteration 7F: 3 clusters Score -1.187694e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -11880543.000000 Penalty: 3720.135986
	Iteration 8F: 3 clusters Score -1.188054e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72546 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -11885877.000000 Penalty: 3720.135986
	Iteration 9F: 3 clusters Score -1.188588e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -11892172.000000 Penalty: 3720.135986
	Iteration 10F: 3 clusters Score -1.189217e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86317 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -11897970.000000 Penalty: 3720.135986
	Iteration 11F: 3 clusters Score -1.189797e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -11902036.000000 Penalty: 3720.135986
	Iteration 12Q: 3 clusters Score -1.190204e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92405 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11903854.000000 Penalty: 3720.135986
	Iteration 13Q: 3 clusters Score -1.190385e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93123 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -11904508.000000 Penalty: 3720.135986
	Iteration 14Q: 3 clusters Score -1.190451e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93331 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11904757.000000 Penalty: 3720.135986
	Iteration 15Q: 3 clusters Score -1.190476e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11904800.000000 Penalty: 3720.135986
	Iteration 16Q: 3 clusters Score -1.19048e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93397 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -11904858.000000 Penalty: 3720.135986
	Iteration 17Q: 3 clusters Score -1.190486e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11904866.000000 Penalty: 3720.135986
	Iteration 18Q: 3 clusters Score -1.190487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93410 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11904906.000000 Penalty: 3720.135986
	Iteration 19Q: 3 clusters Score -1.190491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93415 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11904930.000000 Penalty: 3720.135986
	Iteration 20F: 3 clusters Score -1.190493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93416 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11904952.000000 Penalty: 3720.135986
	Iteration 21Q: 3 clusters Score -1.190495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93420 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11904964.000000 Penalty: 3720.135986
	Iteration 22Q: 3 clusters Score -1.190496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93420 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11904972.000000 Penalty: 3720.135986
	Iteration 23Q: 3 clusters Score -1.190497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11904970.000000 Penalty: 3720.135986
	Iteration 24Q: 3 clusters Score -1.190497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93422 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11904973.000000 Penalty: 3720.135986
	Iteration 25Q: 3 clusters Score -1.190497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11904974.000000 Penalty: 3720.135986
	Iteration 26Q: 3 clusters Score -1.190497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93424 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11904985.000000 Penalty: 3720.135986
	Iteration 27Q: 3 clusters Score -1.190498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11904994.000000 Penalty: 3720.135986
	Iteration 28Q: 3 clusters Score -1.190499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93428 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11904997.000000 Penalty: 3720.135986
	Iteration 29Q: 3 clusters Score -1.1905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11904995.000000 Penalty: 3720.135986
	Iteration 30Q: 3 clusters Score -1.1905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11904995.000000 Penalty: 3720.135986
	Iteration 31F: 3 clusters Score -1.1905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Entering Unmasked Estep 
Score: -884598.750000 Penalty: 1438.697388
	Iteration 0F: 2 clusters Score -884598.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -879451.875000 Penalty: 2877.394775
	Iteration 0F: 3 clusters Score -879451.9 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -881399.062500 Penalty: 2877.394775
	Iteration 1F: 3 clusters Score -881399.1 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -882041.062500 Penalty: 2877.394775
	Iteration 2F: 3 clusters Score -882041.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -882636.625000 Penalty: 2877.394775
	Iteration 3F: 3 clusters Score -882636.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -883078.937500 Penalty: 2877.394775
	Iteration 4F: 3 clusters Score -883078.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -883386.750000 Penalty: 2877.394775
	Iteration 5F: 3 clusters Score -883386.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -883594.375000 Penalty: 2877.394775
	Iteration 6Q: 3 clusters Score -883594.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -883712.500000 Penalty: 2877.394775
	Iteration 7Q: 3 clusters Score -883712.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -883778.562500 Penalty: 2877.394775
	Iteration 8Q: 3 clusters Score -883778.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -883817.500000 Penalty: 2877.394775
	Iteration 9Q: 3 clusters Score -883817.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -883844.187500 Penalty: 2877.394775
	Iteration 10Q: 3 clusters Score -883844.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -883860.625000 Penalty: 2877.394775
	Iteration 11Q: 3 clusters Score -883860.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -883873.312500 Penalty: 2877.394775
	Iteration 12Q: 3 clusters Score -883873.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -883880.875000 Penalty: 2877.394775
	Iteration 13Q: 3 clusters Score -883880.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -883893.500000 Penalty: 2877.394775
	Iteration 14Q: 3 clusters Score -883893.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -883907.500000 Penalty: 2877.394775
	Iteration 15Q: 3 clusters Score -883907.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -883917.062500 Penalty: 2877.394775
	Iteration 16Q: 3 clusters Score -883917.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -883926.250000 Penalty: 2877.394775
	Iteration 17Q: 3 clusters Score -883926.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -883932.875000 Penalty: 2877.394775
	Iteration 18Q: 3 clusters Score -883932.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -883938.687500 Penalty: 2877.394775
	Iteration 19Q: 3 clusters Score -883938.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -883951.937500 Penalty: 2877.394775
	Iteration 20F: 3 clusters Score -883951.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -883966.375000 Penalty: 2877.394775
	Iteration 21Q: 3 clusters Score -883966.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -883983.500000 Penalty: 2877.394775
	Iteration 22Q: 3 clusters Score -883983.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -883994.562500 Penalty: 2877.394775
	Iteration 23Q: 3 clusters Score -883994.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -884008.562500 Penalty: 2877.394775
	Iteration 24Q: 3 clusters Score -884008.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -884023.187500 Penalty: 2877.394775
	Iteration 25Q: 3 clusters Score -884023.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -884034.437500 Penalty: 2877.394775
	Iteration 26Q: 3 clusters Score -884034.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -884049.187500 Penalty: 2877.394775
	Iteration 27Q: 3 clusters Score -884049.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -884064.625000 Penalty: 2877.394775
	Iteration 28Q: 3 clusters Score -884064.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -884079.437500 Penalty: 2877.394775
	Iteration 29Q: 3 clusters Score -884079.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -884091.437500 Penalty: 2877.394775
	Iteration 30Q: 3 clusters Score -884091.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -884094.937500 Penalty: 2877.394775
	Iteration 31Q: 3 clusters Score -884094.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -884099.937500 Penalty: 2877.394775
	Iteration 32Q: 3 clusters Score -884099.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -884102.625000 Penalty: 2877.394775
	Iteration 33Q: 3 clusters Score -884102.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -884106.312500 Penalty: 2877.394775
	Iteration 34Q: 3 clusters Score -884106.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -884109.875000 Penalty: 2877.394775
	Iteration 35Q: 3 clusters Score -884109.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -884110.312500 Penalty: 2877.394775
	Iteration 36Q: 3 clusters Score -884110.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -884110.625000 Penalty: 2877.394775
	Iteration 37Q: 3 clusters Score -884110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -884109.500000 Penalty: 2877.394775
	Iteration 38Q: 3 clusters Score -884109.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -884109.750000 Penalty: 2877.394775
	Iteration 39Q: 3 clusters Score -884109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -884109.000000 Penalty: 2877.394775
	Iteration 40F: 3 clusters Score -884109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -884111.187500 Penalty: 2877.394775
	Iteration 41Q: 3 clusters Score -884111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -884111.250000 Penalty: 2877.394775
	Iteration 42Q: 3 clusters Score -884111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -884113.437500 Penalty: 2877.394775
	Iteration 43Q: 3 clusters Score -884113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -884112.875000 Penalty: 2877.394775
	Iteration 44Q: 3 clusters Score -884112.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -884115.437500 Penalty: 2877.394775
	Iteration 45Q: 3 clusters Score -884115.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -884119.812500 Penalty: 2877.394775
	Iteration 46Q: 3 clusters Score -884119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -884120.937500 Penalty: 2877.394775
	Iteration 47Q: 3 clusters Score -884120.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -884120.000000 Penalty: 2877.394775
	Iteration 48Q: 3 clusters Score -884120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -884122.437500 Penalty: 2877.394775
	Iteration 49Q: 3 clusters Score -884122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -884121.750000 Penalty: 2877.394775
	Iteration 50Q: 3 clusters Score -884121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -884122.875000 Penalty: 2877.394775
	Iteration 51Q: 3 clusters Score -884122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -884122.750000 Penalty: 2877.394775
	Iteration 52Q: 3 clusters Score -884122.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -884123.125000 Penalty: 2877.394775
	Iteration 53Q: 3 clusters Score -884123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -884124.312500 Penalty: 2877.394775
	Iteration 54Q: 3 clusters Score -884124.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -884125.812500 Penalty: 2877.394775
	Iteration 55Q: 3 clusters Score -884125.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -884124.062500 Penalty: 2877.394775
	Iteration 56Q: 3 clusters Score -884124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -884125.125000 Penalty: 2877.394775
	Iteration 57Q: 3 clusters Score -884125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -884125.125000 Penalty: 2877.394775
	Iteration 58F: 3 clusters Score -884125.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Entering Unmasked Estep 
Score: -1282656.125000 Penalty: 1505.688354
	Iteration 0F: 2 clusters Score -1282656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1275189.750000 Penalty: 3011.376709
	Iteration 0F: 3 clusters Score -1275190 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1277649.000000 Penalty: 3011.376709
	Iteration 1F: 3 clusters Score -1277649 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1277905.875000 Penalty: 3011.376709
	Iteration 2F: 3 clusters Score -1277906 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1278153.875000 Penalty: 3011.376709
	Iteration 3F: 3 clusters Score -1278154 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1278394.875000 Penalty: 3011.376709
	Iteration 4Q: 3 clusters Score -1278395 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1278633.250000 Penalty: 3011.376709
	Iteration 5Q: 3 clusters Score -1278633 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1278960.000000 Penalty: 3011.376709
	Iteration 6Q: 3 clusters Score -1278960 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1279286.250000 Penalty: 3011.376709
	Iteration 7Q: 3 clusters Score -1279286 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1279653.625000 Penalty: 3011.376709
	Iteration 8Q: 3 clusters Score -1279654 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1280017.750000 Penalty: 3011.376709
	Iteration 9Q: 3 clusters Score -1280018 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1280339.125000 Penalty: 3011.376709
	Iteration 10Q: 3 clusters Score -1280339 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1280645.250000 Penalty: 3011.376709
	Iteration 11Q: 3 clusters Score -1280645 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1280907.125000 Penalty: 3011.376709
	Iteration 12Q: 3 clusters Score -1280907 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1281132.375000 Penalty: 3011.376709
	Iteration 13Q: 3 clusters Score -1281132 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1281349.875000 Penalty: 3011.376709
	Iteration 14Q: 3 clusters Score -1281350 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1281559.250000 Penalty: 3011.376709
	Iteration 15Q: 3 clusters Score -1281559 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1281736.000000 Penalty: 3011.376709
	Iteration 16Q: 3 clusters Score -1281736 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1281816.750000 Penalty: 3011.376709
	Iteration 17Q: 3 clusters Score -1281817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1281844.125000 Penalty: 3011.376709
	Iteration 18Q: 3 clusters Score -1281844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1281866.375000 Penalty: 3011.376709
	Iteration 19Q: 3 clusters Score -1281866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1281905.875000 Penalty: 3011.376709
	Iteration 20F: 3 clusters Score -1281906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1281923.500000 Penalty: 3011.376709
	Iteration 21Q: 3 clusters Score -1281924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1281932.500000 Penalty: 3011.376709
	Iteration 22Q: 3 clusters Score -1281932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1281935.750000 Penalty: 3011.376709
	Iteration 23Q: 3 clusters Score -1281936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1281938.375000 Penalty: 3011.376709
	Iteration 24Q: 3 clusters Score -1281938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1281942.750000 Penalty: 3011.376709
	Iteration 25Q: 3 clusters Score -1281943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1281943.500000 Penalty: 3011.376709
	Iteration 26Q: 3 clusters Score -1281944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1281944.750000 Penalty: 3011.376709
	Iteration 27Q: 3 clusters Score -1281945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1281944.750000 Penalty: 3011.376709
	Iteration 28F: 3 clusters Score -1281945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Entering Unmasked Estep 
Score: -541779.625000 Penalty: 1370.706177
	Iteration 0F: 2 clusters Score -541779.6 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 2340 members 
Entering Unmasked Estep 
Score: -538000.000000 Penalty: 2741.412354
	Iteration 0F: 3 clusters Score -538000 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -539006.375000 Penalty: 2741.412354
	Iteration 1F: 3 clusters Score -539006.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -539189.187500 Penalty: 2741.412354
	Iteration 2F: 3 clusters Score -539189.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -539319.500000 Penalty: 2741.412354
	Iteration 3F: 3 clusters Score -539319.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -539429.812500 Penalty: 2741.412354
	Iteration 4Q: 3 clusters Score -539429.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -539530.312500 Penalty: 2741.412354
	Iteration 5Q: 3 clusters Score -539530.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -539629.437500 Penalty: 2741.412354
	Iteration 6Q: 3 clusters Score -539629.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -539725.562500 Penalty: 2741.412354
	Iteration 7Q: 3 clusters Score -539725.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -539807.437500 Penalty: 2741.412354
	Iteration 8Q: 3 clusters Score -539807.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -539888.812500 Penalty: 2741.412354
	Iteration 9Q: 3 clusters Score -539888.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -539959.875000 Penalty: 2741.412354
	Iteration 10Q: 3 clusters Score -539959.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -540026.750000 Penalty: 2741.412354
	Iteration 11Q: 3 clusters Score -540026.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -540095.000000 Penalty: 2741.412354
	Iteration 12Q: 3 clusters Score -540095 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -540152.125000 Penalty: 2741.412354
	Iteration 13Q: 3 clusters Score -540152.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -540210.625000 Penalty: 2741.412354
	Iteration 14Q: 3 clusters Score -540210.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -540261.437500 Penalty: 2741.412354
	Iteration 15Q: 3 clusters Score -540261.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -540302.625000 Penalty: 2741.412354
	Iteration 16Q: 3 clusters Score -540302.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -540342.312500 Penalty: 2741.412354
	Iteration 17Q: 3 clusters Score -540342.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -540377.125000 Penalty: 2741.412354
	Iteration 18Q: 3 clusters Score -540377.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -540401.312500 Penalty: 2741.412354
	Iteration 19Q: 3 clusters Score -540401.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -540421.500000 Penalty: 2741.412354
	Iteration 20F: 3 clusters Score -540421.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -540439.437500 Penalty: 2741.412354
	Iteration 21Q: 3 clusters Score -540439.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -540456.250000 Penalty: 2741.412354
	Iteration 22Q: 3 clusters Score -540456.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -540470.562500 Penalty: 2741.412354
	Iteration 23Q: 3 clusters Score -540470.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -540487.437500 Penalty: 2741.412354
	Iteration 24Q: 3 clusters Score -540487.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -540509.562500 Penalty: 2741.412354
	Iteration 25Q: 3 clusters Score -540509.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -540531.937500 Penalty: 2741.412354
	Iteration 26Q: 3 clusters Score -540531.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -540545.125000 Penalty: 2741.412354
	Iteration 27Q: 3 clusters Score -540545.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -540555.687500 Penalty: 2741.412354
	Iteration 28Q: 3 clusters Score -540555.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -540564.937500 Penalty: 2741.412354
	Iteration 29Q: 3 clusters Score -540564.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -540571.125000 Penalty: 2741.412354
	Iteration 30Q: 3 clusters Score -540571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -540577.625000 Penalty: 2741.412354
	Iteration 31Q: 3 clusters Score -540577.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -540585.375000 Penalty: 2741.412354
	Iteration 32Q: 3 clusters Score -540585.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -540597.812500 Penalty: 2741.412354
	Iteration 33Q: 3 clusters Score -540597.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -540611.375000 Penalty: 2741.412354
	Iteration 34Q: 3 clusters Score -540611.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -540618.812500 Penalty: 2741.412354
	Iteration 35Q: 3 clusters Score -540618.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -540626.375000 Penalty: 2741.412354
	Iteration 36Q: 3 clusters Score -540626.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -540631.125000 Penalty: 2741.412354
	Iteration 37Q: 3 clusters Score -540631.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -540631.875000 Penalty: 2741.412354
	Iteration 38Q: 3 clusters Score -540631.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -540631.875000 Penalty: 2741.412354
	Iteration 39F: 3 clusters Score -540631.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Entering Unmasked Estep 
Score: -1317814.875000 Penalty: 1504.686035
	Iteration 0F: 2 clusters Score -1317815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1310325.250000 Penalty: 3009.372070
	Iteration 0F: 3 clusters Score -1310325 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1312662.500000 Penalty: 3009.372070
	Iteration 1F: 3 clusters Score -1312662 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1312919.500000 Penalty: 3009.372070
	Iteration 2F: 3 clusters Score -1312920 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1313106.500000 Penalty: 3009.372070
	Iteration 3Q: 3 clusters Score -1313106 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1313244.000000 Penalty: 3009.372070
	Iteration 4Q: 3 clusters Score -1313244 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1313351.625000 Penalty: 3009.372070
	Iteration 5Q: 3 clusters Score -1313352 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1313451.750000 Penalty: 3009.372070
	Iteration 6Q: 3 clusters Score -1313452 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1313585.000000 Penalty: 3009.372070
	Iteration 7Q: 3 clusters Score -1313585 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1313767.750000 Penalty: 3009.372070
	Iteration 8Q: 3 clusters Score -1313768 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1313966.500000 Penalty: 3009.372070
	Iteration 9Q: 3 clusters Score -1313966 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1314197.375000 Penalty: 3009.372070
	Iteration 10Q: 3 clusters Score -1314197 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1314522.625000 Penalty: 3009.372070
	Iteration 11Q: 3 clusters Score -1314523 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1314849.375000 Penalty: 3009.372070
	Iteration 12Q: 3 clusters Score -1314849 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1315182.875000 Penalty: 3009.372070
	Iteration 13Q: 3 clusters Score -1315183 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1315531.875000 Penalty: 3009.372070
	Iteration 14Q: 3 clusters Score -1315532 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1315820.125000 Penalty: 3009.372070
	Iteration 15Q: 3 clusters Score -1315820 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1316016.125000 Penalty: 3009.372070
	Iteration 16Q: 3 clusters Score -1316016 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1316185.750000 Penalty: 3009.372070
	Iteration 17Q: 3 clusters Score -1316186 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1316283.750000 Penalty: 3009.372070
	Iteration 18Q: 3 clusters Score -1316284 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1316335.000000 Penalty: 3009.372070
	Iteration 19Q: 3 clusters Score -1316335 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1316375.875000 Penalty: 3009.372070
	Iteration 20F: 3 clusters Score -1316376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1316405.750000 Penalty: 3009.372070
	Iteration 21Q: 3 clusters Score -1316406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1316430.375000 Penalty: 3009.372070
	Iteration 22Q: 3 clusters Score -1316430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1316444.625000 Penalty: 3009.372070
	Iteration 23Q: 3 clusters Score -1316445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1316459.250000 Penalty: 3009.372070
	Iteration 24Q: 3 clusters Score -1316459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1316466.625000 Penalty: 3009.372070
	Iteration 25Q: 3 clusters Score -1316467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1316470.125000 Penalty: 3009.372070
	Iteration 26Q: 3 clusters Score -1316470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1316480.250000 Penalty: 3009.372070
	Iteration 27Q: 3 clusters Score -1316480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1316483.750000 Penalty: 3009.372070
	Iteration 28Q: 3 clusters Score -1316484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1316495.625000 Penalty: 3009.372070
	Iteration 29Q: 3 clusters Score -1316496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1316501.000000 Penalty: 3009.372070
	Iteration 30Q: 3 clusters Score -1316501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1316507.500000 Penalty: 3009.372070
	Iteration 31Q: 3 clusters Score -1316508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1316511.250000 Penalty: 3009.372070
	Iteration 32Q: 3 clusters Score -1316511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1316516.875000 Penalty: 3009.372070
	Iteration 33Q: 3 clusters Score -1316517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1316519.000000 Penalty: 3009.372070
	Iteration 34Q: 3 clusters Score -1316519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1316523.250000 Penalty: 3009.372070
	Iteration 35Q: 3 clusters Score -1316523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1316523.500000 Penalty: 3009.372070
	Iteration 36Q: 3 clusters Score -1316524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1316528.750000 Penalty: 3009.372070
	Iteration 37Q: 3 clusters Score -1316529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1316531.125000 Penalty: 3009.372070
	Iteration 38Q: 3 clusters Score -1316531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1316535.500000 Penalty: 3009.372070
	Iteration 39Q: 3 clusters Score -1316536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1316540.125000 Penalty: 3009.372070
	Iteration 40F: 3 clusters Score -1316540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1316545.000000 Penalty: 3009.372070
	Iteration 41Q: 3 clusters Score -1316545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1316551.625000 Penalty: 3009.372070
	Iteration 42Q: 3 clusters Score -1316552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1316558.625000 Penalty: 3009.372070
	Iteration 43Q: 3 clusters Score -1316559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1316560.000000 Penalty: 3009.372070
	Iteration 44Q: 3 clusters Score -1316560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1316562.000000 Penalty: 3009.372070
	Iteration 45Q: 3 clusters Score -1316562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1316563.750000 Penalty: 3009.372070
	Iteration 46Q: 3 clusters Score -1316564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1316564.125000 Penalty: 3009.372070
	Iteration 47Q: 3 clusters Score -1316564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1316565.000000 Penalty: 3009.372070
	Iteration 48Q: 3 clusters Score -1316565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1316568.625000 Penalty: 3009.372070
	Iteration 49Q: 3 clusters Score -1316569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1316568.500000 Penalty: 3009.372070
	Iteration 50Q: 3 clusters Score -1316568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1316570.625000 Penalty: 3009.372070
	Iteration 51Q: 3 clusters Score -1316571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1316570.625000 Penalty: 3009.372070
	Iteration 52F: 3 clusters Score -1316571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -37297.125000 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -37297.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36643.546875 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -36643.55 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37289.648438 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -37289.65 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37526.222656 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -37526.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -37810.550781 Penalty: 2011.852417
	Iteration 3F: 3 clusters Score -37810.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38106.839844 Penalty: 2011.852417
	Iteration 4F: 3 clusters Score -38106.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38492.183594 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -38492.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38555.605469 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -38555.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38579.910156 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -38579.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38579.910156 Penalty: 2011.852417
	Iteration 8F: 3 clusters Score -38579.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 105603 members 
Mstep: Class 2 contains 19757 members 
Mstep: Class 3 contains 25825 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 23625 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 139039 members 
Mstep: Class 10 contains 9110 members 
Mstep: Class 11 contains 74262 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 73034 members 
Mstep: Class 14 contains 3742 members 
Mstep: Class 15 contains 30624 members 
Mstep: Class 16 contains 133137 members 
Mstep: Class 17 contains 2443 members 
Mstep: Class 18 contains 7022 members 
Mstep: Class 19 contains 14535 members 
Mstep: Class 20 contains 9517 members 
Mstep: Class 21 contains 6277 members 
Mstep: Class 22 contains 28658 members 
Mstep: Class 23 contains 93580 members 
Mstep: Class 24 contains 6999 members 
Mstep: Class 25 contains 10570 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 10505 members 
Mstep: Class 28 contains 210 members 
Mstep: Class 29 contains 2543 members 
Mstep: Class 30 contains 30136 members 
Mstep: Class 31 contains 7245 members 
Mstep: Class 32 contains 278 members 
Entering Unmasked Estep 
Score: -108923320.000000 Penalty: 71204.648438
Splitting cluster 28 changes total score from -108923120.000000 to -108923320.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 29 (2543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Entering Unmasked Estep 
Score: -283134.250000 Penalty: 1274.178711
	Iteration 0F: 2 clusters Score -283134.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -280725.718750 Penalty: 2548.357422
	Iteration 0F: 3 clusters Score -280725.7 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -281312.968750 Penalty: 2548.357422
	Iteration 1F: 3 clusters Score -281313 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -281486.750000 Penalty: 2548.357422
	Iteration 2F: 3 clusters Score -281486.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -281611.031250 Penalty: 2548.357422
	Iteration 3F: 3 clusters Score -281611 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -281709.937500 Penalty: 2548.357422
	Iteration 4Q: 3 clusters Score -281709.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -281826.406250 Penalty: 2548.357422
	Iteration 5Q: 3 clusters Score -281826.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -281945.875000 Penalty: 2548.357422
	Iteration 6F: 3 clusters Score -281945.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -282075.812500 Penalty: 2548.357422
	Iteration 7Q: 3 clusters Score -282075.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -282237.343750 Penalty: 2548.357422
	Iteration 8Q: 3 clusters Score -282237.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -282427.625000 Penalty: 2548.357422
	Iteration 9F: 3 clusters Score -282427.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -282573.156250 Penalty: 2548.357422
	Iteration 10Q: 3 clusters Score -282573.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -282691.718750 Penalty: 2548.357422
	Iteration 11Q: 3 clusters Score -282691.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -282802.750000 Penalty: 2548.357422
	Iteration 12Q: 3 clusters Score -282802.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -282879.000000 Penalty: 2548.357422
	Iteration 13Q: 3 clusters Score -282879 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -282944.968750 Penalty: 2548.357422
	Iteration 14Q: 3 clusters Score -282945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -282979.093750 Penalty: 2548.357422
	Iteration 15Q: 3 clusters Score -282979.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -282999.250000 Penalty: 2548.357422
	Iteration 16Q: 3 clusters Score -282999.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -283009.375000 Penalty: 2548.357422
	Iteration 17Q: 3 clusters Score -283009.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -283016.875000 Penalty: 2548.357422
	Iteration 18Q: 3 clusters Score -283016.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -283024.062500 Penalty: 2548.357422
	Iteration 19Q: 3 clusters Score -283024.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -283027.312500 Penalty: 2548.357422
	Iteration 20F: 3 clusters Score -283027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -283028.156250 Penalty: 2548.357422
	Iteration 21Q: 3 clusters Score -283028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -283028.343750 Penalty: 2548.357422
	Iteration 22Q: 3 clusters Score -283028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -283029.156250 Penalty: 2548.357422
	Iteration 23Q: 3 clusters Score -283029.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -283030.312500 Penalty: 2548.357422
	Iteration 24Q: 3 clusters Score -283030.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -283032.062500 Penalty: 2548.357422
	Iteration 25Q: 3 clusters Score -283032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -283032.375000 Penalty: 2548.357422
	Iteration 26Q: 3 clusters Score -283032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -283032.375000 Penalty: 2548.357422
	Iteration 27F: 3 clusters Score -283032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (30136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Entering Unmasked Estep 
Score: -3840276.250000 Penalty: 1675.939819
	Iteration 0F: 2 clusters Score -3840276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3820009.250000 Penalty: 3351.879639
	Iteration 0F: 3 clusters Score -3820009 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -3827738.750000 Penalty: 3351.879639
	Iteration 1F: 3 clusters Score -3827739 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3828254.500000 Penalty: 3351.879639
	Iteration 2Q: 3 clusters Score -3828254 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -3828764.000000 Penalty: 3351.879639
	Iteration 3Q: 3 clusters Score -3828764 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3829338.000000 Penalty: 3351.879639
	Iteration 4Q: 3 clusters Score -3829338 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3830039.000000 Penalty: 3351.879639
	Iteration 5Q: 3 clusters Score -3830039 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3830945.000000 Penalty: 3351.879639
	Iteration 6F: 3 clusters Score -3830945 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3832051.750000 Penalty: 3351.879639
	Iteration 7F: 3 clusters Score -3832052 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3833314.250000 Penalty: 3351.879639
	Iteration 8F: 3 clusters Score -3833314 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3834452.000000 Penalty: 3351.879639
	Iteration 9F: 3 clusters Score -3834452 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3835179.750000 Penalty: 3351.879639
	Iteration 10Q: 3 clusters Score -3835180 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -3835621.000000 Penalty: 3351.879639
	Iteration 11Q: 3 clusters Score -3835621 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -3835930.750000 Penalty: 3351.879639
	Iteration 12Q: 3 clusters Score -3835931 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -3836211.500000 Penalty: 3351.879639
	Iteration 13Q: 3 clusters Score -3836212 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -3836447.250000 Penalty: 3351.879639
	Iteration 14Q: 3 clusters Score -3836447 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -3836689.250000 Penalty: 3351.879639
	Iteration 15Q: 3 clusters Score -3836689 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -3836886.250000 Penalty: 3351.879639
	Iteration 16Q: 3 clusters Score -3836886 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3837053.000000 Penalty: 3351.879639
	Iteration 17Q: 3 clusters Score -3837053 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3837233.500000 Penalty: 3351.879639
	Iteration 18Q: 3 clusters Score -3837234 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3837413.250000 Penalty: 3351.879639
	Iteration 19Q: 3 clusters Score -3837413 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3837544.250000 Penalty: 3351.879639
	Iteration 20F: 3 clusters Score -3837544 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3837661.250000 Penalty: 3351.879639
	Iteration 21Q: 3 clusters Score -3837661 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3837769.750000 Penalty: 3351.879639
	Iteration 22Q: 3 clusters Score -3837770 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3837870.000000 Penalty: 3351.879639
	Iteration 23Q: 3 clusters Score -3837870 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3837982.000000 Penalty: 3351.879639
	Iteration 24Q: 3 clusters Score -3837982 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3838093.500000 Penalty: 3351.879639
	Iteration 25Q: 3 clusters Score -3838094 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3838187.250000 Penalty: 3351.879639
	Iteration 26Q: 3 clusters Score -3838187 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3838290.000000 Penalty: 3351.879639
	Iteration 27Q: 3 clusters Score -3838290 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3838366.750000 Penalty: 3351.879639
	Iteration 28Q: 3 clusters Score -3838367 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -3838444.500000 Penalty: 3351.879639
	Iteration 29Q: 3 clusters Score -3838444 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -3838496.500000 Penalty: 3351.879639
	Iteration 30Q: 3 clusters Score -3838496 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -3838557.500000 Penalty: 3351.879639
	Iteration 31Q: 3 clusters Score -3838558 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -3838609.250000 Penalty: 3351.879639
	Iteration 32Q: 3 clusters Score -3838609 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3838648.000000 Penalty: 3351.879639
	Iteration 33Q: 3 clusters Score -3838648 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3838677.000000 Penalty: 3351.879639
	Iteration 34Q: 3 clusters Score -3838677 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -3838700.000000 Penalty: 3351.879639
	Iteration 35Q: 3 clusters Score -3838700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -3838729.500000 Penalty: 3351.879639
	Iteration 36Q: 3 clusters Score -3838730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3838741.250000 Penalty: 3351.879639
	Iteration 37Q: 3 clusters Score -3838741 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -3838760.250000 Penalty: 3351.879639
	Iteration 38Q: 3 clusters Score -3838760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -3838772.750000 Penalty: 3351.879639
	Iteration 39Q: 3 clusters Score -3838773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3838781.250000 Penalty: 3351.879639
	Iteration 40F: 3 clusters Score -3838781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -3838784.750000 Penalty: 3351.879639
	Iteration 41Q: 3 clusters Score -3838785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -3838792.000000 Penalty: 3351.879639
	Iteration 42Q: 3 clusters Score -3838792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3838796.750000 Penalty: 3351.879639
	Iteration 43Q: 3 clusters Score -3838797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -3838806.750000 Penalty: 3351.879639
	Iteration 44Q: 3 clusters Score -3838807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -3838818.500000 Penalty: 3351.879639
	Iteration 45Q: 3 clusters Score -3838818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -3838819.000000 Penalty: 3351.879639
	Iteration 46Q: 3 clusters Score -3838819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -3838827.000000 Penalty: 3351.879639
	Iteration 47Q: 3 clusters Score -3838827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -3838838.500000 Penalty: 3351.879639
	Iteration 48Q: 3 clusters Score -3838838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -3838847.750000 Penalty: 3351.879639
	Iteration 49Q: 3 clusters Score -3838848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -3838857.250000 Penalty: 3351.879639
	Iteration 50Q: 3 clusters Score -3838857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3838862.000000 Penalty: 3351.879639
	Iteration 51Q: 3 clusters Score -3838862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -3838864.250000 Penalty: 3351.879639
	Iteration 52Q: 3 clusters Score -3838864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3838860.750000 Penalty: 3351.879639
	Iteration 53Q: 3 clusters Score -3838861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -3838859.750000 Penalty: 3351.879639
	Iteration 54Q: 3 clusters Score -3838860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -3838863.250000 Penalty: 3351.879639
	Iteration 55Q: 3 clusters Score -3838863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -3838866.000000 Penalty: 3351.879639
	Iteration 56Q: 3 clusters Score -3838866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -3838867.750000 Penalty: 3351.879639
	Iteration 57Q: 3 clusters Score -3838868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -3838871.750000 Penalty: 3351.879639
	Iteration 58Q: 3 clusters Score -3838872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3838876.750000 Penalty: 3351.879639
	Iteration 59Q: 3 clusters Score -3838877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -3838877.750000 Penalty: 3351.879639
	Iteration 60F: 3 clusters Score -3838878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -3838880.250000 Penalty: 3351.879639
	Iteration 61Q: 3 clusters Score -3838880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -3838881.750000 Penalty: 3351.879639
	Iteration 62Q: 3 clusters Score -3838882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -3838882.750000 Penalty: 3351.879639
	Iteration 63Q: 3 clusters Score -3838883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -3838883.750000 Penalty: 3351.879639
	Iteration 64Q: 3 clusters Score -3838884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -3838883.750000 Penalty: 3351.879639
	Iteration 65F: 3 clusters Score -3838884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Entering Unmasked Estep 
Score: -919371.125000 Penalty: 1444.310913
	Iteration 0F: 2 clusters Score -919371.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -913916.500000 Penalty: 2888.621826
	Iteration 0F: 3 clusters Score -913916.5 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -915546.937500 Penalty: 2888.621826
	Iteration 1F: 3 clusters Score -915546.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -915798.812500 Penalty: 2888.621826
	Iteration 2F: 3 clusters Score -915798.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -916021.937500 Penalty: 2888.621826
	Iteration 3F: 3 clusters Score -916021.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -916256.562500 Penalty: 2888.621826
	Iteration 4F: 3 clusters Score -916256.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -916484.812500 Penalty: 2888.621826
	Iteration 5F: 3 clusters Score -916484.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -916725.625000 Penalty: 2888.621826
	Iteration 6F: 3 clusters Score -916725.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -916964.687500 Penalty: 2888.621826
	Iteration 7F: 3 clusters Score -916964.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -917168.625000 Penalty: 2888.621826
	Iteration 8Q: 3 clusters Score -917168.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -917297.500000 Penalty: 2888.621826
	Iteration 9Q: 3 clusters Score -917297.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -917388.187500 Penalty: 2888.621826
	Iteration 10Q: 3 clusters Score -917388.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -917462.750000 Penalty: 2888.621826
	Iteration 11Q: 3 clusters Score -917462.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -917535.125000 Penalty: 2888.621826
	Iteration 12Q: 3 clusters Score -917535.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -917611.125000 Penalty: 2888.621826
	Iteration 13Q: 3 clusters Score -917611.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -917679.187500 Penalty: 2888.621826
	Iteration 14Q: 3 clusters Score -917679.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -917735.000000 Penalty: 2888.621826
	Iteration 15Q: 3 clusters Score -917735 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -917795.812500 Penalty: 2888.621826
	Iteration 16Q: 3 clusters Score -917795.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -917875.375000 Penalty: 2888.621826
	Iteration 17Q: 3 clusters Score -917875.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -917986.687500 Penalty: 2888.621826
	Iteration 18Q: 3 clusters Score -917986.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -918105.625000 Penalty: 2888.621826
	Iteration 19Q: 3 clusters Score -918105.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -918184.000000 Penalty: 2888.621826
	Iteration 20F: 3 clusters Score -918184 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -918246.437500 Penalty: 2888.621826
	Iteration 21Q: 3 clusters Score -918246.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -918307.000000 Penalty: 2888.621826
	Iteration 22Q: 3 clusters Score -918307 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -918358.625000 Penalty: 2888.621826
	Iteration 23Q: 3 clusters Score -918358.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -918399.750000 Penalty: 2888.621826
	Iteration 24Q: 3 clusters Score -918399.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -918426.125000 Penalty: 2888.621826
	Iteration 25Q: 3 clusters Score -918426.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -918452.937500 Penalty: 2888.621826
	Iteration 26Q: 3 clusters Score -918452.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -918486.562500 Penalty: 2888.621826
	Iteration 27Q: 3 clusters Score -918486.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -918528.875000 Penalty: 2888.621826
	Iteration 28Q: 3 clusters Score -918528.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -918565.437500 Penalty: 2888.621826
	Iteration 29Q: 3 clusters Score -918565.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -918596.375000 Penalty: 2888.621826
	Iteration 30Q: 3 clusters Score -918596.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -918613.687500 Penalty: 2888.621826
	Iteration 31Q: 3 clusters Score -918613.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -918625.125000 Penalty: 2888.621826
	Iteration 32Q: 3 clusters Score -918625.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -918634.625000 Penalty: 2888.621826
	Iteration 33Q: 3 clusters Score -918634.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -918638.937500 Penalty: 2888.621826
	Iteration 34Q: 3 clusters Score -918638.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -918644.562500 Penalty: 2888.621826
	Iteration 35Q: 3 clusters Score -918644.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -918648.562500 Penalty: 2888.621826
	Iteration 36Q: 3 clusters Score -918648.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -918653.062500 Penalty: 2888.621826
	Iteration 37Q: 3 clusters Score -918653.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -918655.687500 Penalty: 2888.621826
	Iteration 38Q: 3 clusters Score -918655.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -918662.500000 Penalty: 2888.621826
	Iteration 39Q: 3 clusters Score -918662.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -918667.500000 Penalty: 2888.621826
	Iteration 40F: 3 clusters Score -918667.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -918672.000000 Penalty: 2888.621826
	Iteration 41Q: 3 clusters Score -918672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -918675.437500 Penalty: 2888.621826
	Iteration 42Q: 3 clusters Score -918675.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -918681.187500 Penalty: 2888.621826
	Iteration 43Q: 3 clusters Score -918681.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -918682.875000 Penalty: 2888.621826
	Iteration 44Q: 3 clusters Score -918682.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -918688.187500 Penalty: 2888.621826
	Iteration 45Q: 3 clusters Score -918688.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -918692.687500 Penalty: 2888.621826
	Iteration 46Q: 3 clusters Score -918692.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -918695.437500 Penalty: 2888.621826
	Iteration 47Q: 3 clusters Score -918695.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -918699.750000 Penalty: 2888.621826
	Iteration 48Q: 3 clusters Score -918699.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -918701.375000 Penalty: 2888.621826
	Iteration 49Q: 3 clusters Score -918701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -918702.812500 Penalty: 2888.621826
	Iteration 50Q: 3 clusters Score -918702.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -918702.812500 Penalty: 2888.621826
	Iteration 51F: 3 clusters Score -918702.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 105603 members 
Mstep: Class 2 contains 19757 members 
Mstep: Class 3 contains 25825 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 23625 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 139039 members 
Mstep: Class 10 contains 9110 members 
Mstep: Class 11 contains 74262 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 73034 members 
Mstep: Class 14 contains 3742 members 
Mstep: Class 15 contains 30624 members 
Mstep: Class 16 contains 133137 members 
Mstep: Class 17 contains 2443 members 
Mstep: Class 18 contains 7022 members 
Mstep: Class 19 contains 14535 members 
Mstep: Class 20 contains 9517 members 
Mstep: Class 21 contains 6277 members 
Mstep: Class 22 contains 28658 members 
Mstep: Class 23 contains 93580 members 
Mstep: Class 24 contains 6999 members 
Mstep: Class 25 contains 10570 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 10505 members 
Mstep: Class 28 contains 210 members 
Mstep: Class 29 contains 2543 members 
Mstep: Class 30 contains 30136 members 
Mstep: Class 31 contains 7245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923480.000000 Penalty: 71204.648438
Iteration 79Q: 33 clusters Score -1.089235e+08 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 105562 members 
Mstep: Class 2 contains 19744 members 
Mstep: Class 3 contains 25819 members 
Mstep: Class 4 contains 1248 members 
Mstep: Class 5 contains 4386 members 
Mstep: Class 6 contains 23620 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 138788 members 
Mstep: Class 10 contains 9139 members 
Mstep: Class 11 contains 74312 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 73596 members 
Mstep: Class 14 contains 3721 members 
Mstep: Class 15 contains 30577 members 
Mstep: Class 16 contains 133151 members 
Mstep: Class 17 contains 2523 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 19 contains 14545 members 
Mstep: Class 20 contains 9511 members 
Mstep: Class 21 contains 6268 members 
Mstep: Class 22 contains 28607 members 
Mstep: Class 23 contains 93200 members 
Mstep: Class 24 contains 7001 members 
Mstep: Class 25 contains 10587 members 
Mstep: Class 26 contains 4598 members 
Mstep: Class 27 contains 10593 members 
Mstep: Class 28 contains 222 members 
Mstep: Class 29 contains 2522 members 
Mstep: Class 30 contains 30110 members 
Mstep: Class 31 contains 7261 members 
Mstep: Class 32 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108925032.000000 Penalty: 71204.648438
Iteration 80F: 33 clusters Score -1.08925e+08 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 105517 members 
Mstep: Class 2 contains 19715 members 
Mstep: Class 3 contains 25789 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4372 members 
Mstep: Class 6 contains 23621 members 
Mstep: Class 7 contains 1863 members 
Mstep: Class 8 contains 3991 members 
Mstep: Class 9 contains 138560 members 
Mstep: Class 10 contains 9153 members 
Mstep: Class 11 contains 74364 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 74117 members 
Mstep: Class 14 contains 3722 members 
Mstep: Class 15 contains 30538 members 
Mstep: Class 16 contains 133173 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 18 contains 7005 members 
Mstep: Class 19 contains 14571 members 
Mstep: Class 20 contains 9510 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 28560 members 
Mstep: Class 23 contains 92832 members 
Mstep: Class 24 contains 7003 members 
Mstep: Class 25 contains 10608 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 10677 members 
Mstep: Class 28 contains 231 members 
Mstep: Class 29 contains 2497 members 
Mstep: Class 30 contains 30077 members 
Mstep: Class 31 contains 7274 members 
Mstep: Class 32 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926544.000000 Penalty: 71204.648438
Iteration 81Q: 33 clusters Score -1.089265e+08 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 105475 members 
Mstep: Class 2 contains 19691 members 
Mstep: Class 3 contains 25778 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4364 members 
Mstep: Class 6 contains 23618 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 8 contains 4021 members 
Mstep: Class 9 contains 138304 members 
Mstep: Class 10 contains 9185 members 
Mstep: Class 11 contains 74414 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 74662 members 
Mstep: Class 14 contains 3732 members 
Mstep: Class 15 contains 30492 members 
Mstep: Class 16 contains 133198 members 
Mstep: Class 17 contains 2731 members 
Mstep: Class 18 contains 6985 members 
Mstep: Class 19 contains 14586 members 
Mstep: Class 20 contains 9508 members 
Mstep: Class 21 contains 6253 members 
Mstep: Class 22 contains 28511 members 
Mstep: Class 23 contains 92461 members 
Mstep: Class 24 contains 7000 members 
Mstep: Class 25 contains 10634 members 
Mstep: Class 26 contains 4545 members 
Mstep: Class 27 contains 10748 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 2493 members 
Mstep: Class 30 contains 30048 members 
Mstep: Class 31 contains 7278 members 
Mstep: Class 32 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108927384.000000 Penalty: 71204.648438
Iteration 82Q: 33 clusters Score -1.089274e+08 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 105400 members 
Mstep: Class 2 contains 19674 members 
Mstep: Class 3 contains 25775 members 
Mstep: Class 4 contains 1248 members 
Mstep: Class 5 contains 4355 members 
Mstep: Class 6 contains 23613 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 4049 members 
Mstep: Class 9 contains 138092 members 
Mstep: Class 10 contains 9191 members 
Mstep: Class 11 contains 74465 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 75179 members 
Mstep: Class 14 contains 3743 members 
Mstep: Class 15 contains 30439 members 
Mstep: Class 16 contains 133233 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 6956 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 20 contains 9505 members 
Mstep: Class 21 contains 6254 members 
Mstep: Class 22 contains 28466 members 
Mstep: Class 23 contains 92128 members 
Mstep: Class 24 contains 6999 members 
Mstep: Class 25 contains 10647 members 
Mstep: Class 26 contains 4524 members 
Mstep: Class 27 contains 10802 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 2487 members 
Mstep: Class 30 contains 30013 members 
Mstep: Class 31 contains 7293 members 
Mstep: Class 32 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928080.000000 Penalty: 71204.648438
Iteration 83Q: 33 clusters Score -1.089281e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 105285 members 
Mstep: Class 2 contains 19668 members 
Mstep: Class 3 contains 25788 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 23621 members 
Mstep: Class 7 contains 1831 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 137871 members 
Mstep: Class 10 contains 9202 members 
Mstep: Class 11 contains 74496 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 75692 members 
Mstep: Class 14 contains 3754 members 
Mstep: Class 15 contains 30376 members 
Mstep: Class 16 contains 133274 members 
Mstep: Class 17 contains 2985 members 
Mstep: Class 18 contains 6939 members 
Mstep: Class 19 contains 14625 members 
Mstep: Class 20 contains 9493 members 
Mstep: Class 21 contains 6251 members 
Mstep: Class 22 contains 28412 members 
Mstep: Class 23 contains 91828 members 
Mstep: Class 24 contains 6996 members 
Mstep: Class 25 contains 10665 members 
Mstep: Class 26 contains 4498 members 
Mstep: Class 27 contains 10846 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 2476 members 
Mstep: Class 30 contains 29978 members 
Mstep: Class 31 contains 7305 members 
Mstep: Class 32 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928752.000000 Penalty: 71204.648438
Iteration 84Q: 33 clusters Score -1.089288e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 105189 members 
Mstep: Class 2 contains 19661 members 
Mstep: Class 3 contains 25820 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 23613 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 8 contains 4094 members 
Mstep: Class 9 contains 137645 members 
Mstep: Class 10 contains 9212 members 
Mstep: Class 11 contains 74506 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 76153 members 
Mstep: Class 14 contains 3769 members 
Mstep: Class 15 contains 30296 members 
Mstep: Class 16 contains 133313 members 
Mstep: Class 17 contains 3130 members 
Mstep: Class 18 contains 6923 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 9480 members 
Mstep: Class 21 contains 6244 members 
Mstep: Class 22 contains 28387 members 
Mstep: Class 23 contains 91558 members 
Mstep: Class 24 contains 6992 members 
Mstep: Class 25 contains 10673 members 
Mstep: Class 26 contains 4468 members 
Mstep: Class 27 contains 10887 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 2466 members 
Mstep: Class 30 contains 29944 members 
Mstep: Class 31 contains 7331 members 
Mstep: Class 32 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929272.000000 Penalty: 71204.648438
Iteration 85Q: 33 clusters Score -1.089293e+08 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 105063 members 
Mstep: Class 2 contains 19633 members 
Mstep: Class 3 contains 25836 members 
Mstep: Class 4 contains 1248 members 
Mstep: Class 5 contains 4330 members 
Mstep: Class 6 contains 23620 members 
Mstep: Class 7 contains 1827 members 
Mstep: Class 8 contains 4116 members 
Mstep: Class 9 contains 137370 members 
Mstep: Class 10 contains 9216 members 
Mstep: Class 11 contains 74541 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 76645 members 
Mstep: Class 14 contains 3787 members 
Mstep: Class 15 contains 30200 members 
Mstep: Class 16 contains 133368 members 
Mstep: Class 17 contains 3326 members 
Mstep: Class 18 contains 6912 members 
Mstep: Class 19 contains 14675 members 
Mstep: Class 20 contains 9467 members 
Mstep: Class 21 contains 6242 members 
Mstep: Class 22 contains 28343 members 
Mstep: Class 23 contains 91309 members 
Mstep: Class 24 contains 6989 members 
Mstep: Class 25 contains 10675 members 
Mstep: Class 26 contains 4444 members 
Mstep: Class 27 contains 10913 members 
Mstep: Class 28 contains 235 members 
Mstep: Class 29 contains 2450 members 
Mstep: Class 30 contains 29930 members 
Mstep: Class 31 contains 7345 members 
Mstep: Class 32 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929464.000000 Penalty: 71204.648438
Iteration 86Q: 33 clusters Score -1.089295e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 104907 members 
Mstep: Class 2 contains 19600 members 
Mstep: Class 3 contains 25836 members 
Mstep: Class 4 contains 1248 members 
Mstep: Class 5 contains 4325 members 
Mstep: Class 6 contains 23627 members 
Mstep: Class 7 contains 1825 members 
Mstep: Class 8 contains 4129 members 
Mstep: Class 9 contains 137128 members 
Mstep: Class 10 contains 9213 members 
Mstep: Class 11 contains 74560 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 77131 members 
Mstep: Class 14 contains 3810 members 
Mstep: Class 15 contains 30088 members 
Mstep: Class 16 contains 133411 members 
Mstep: Class 17 contains 3547 members 
Mstep: Class 18 contains 6899 members 
Mstep: Class 19 contains 14715 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 6246 members 
Mstep: Class 22 contains 28310 members 
Mstep: Class 23 contains 91040 members 
Mstep: Class 24 contains 6993 members 
Mstep: Class 25 contains 10684 members 
Mstep: Class 26 contains 4435 members 
Mstep: Class 27 contains 10953 members 
Mstep: Class 28 contains 235 members 
Mstep: Class 29 contains 2429 members 
Mstep: Class 30 contains 29915 members 
Mstep: Class 31 contains 7369 members 
Mstep: Class 32 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929712.000000 Penalty: 71204.648438
Iteration 87Q: 33 clusters Score -1.089297e+08 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 104752 members 
Mstep: Class 2 contains 19570 members 
Mstep: Class 3 contains 25852 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 4329 members 
Mstep: Class 6 contains 23638 members 
Mstep: Class 7 contains 1823 members 
Mstep: Class 8 contains 4144 members 
Mstep: Class 9 contains 136856 members 
Mstep: Class 10 contains 9210 members 
Mstep: Class 11 contains 74565 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 77648 members 
Mstep: Class 14 contains 3836 members 
Mstep: Class 15 contains 29995 members 
Mstep: Class 16 contains 133428 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 9443 members 
Mstep: Class 21 contains 6252 members 
Mstep: Class 22 contains 28264 members 
Mstep: Class 23 contains 90763 members 
Mstep: Class 24 contains 6992 members 
Mstep: Class 25 contains 10686 members 
Mstep: Class 26 contains 4418 members 
Mstep: Class 27 contains 11019 members 
Mstep: Class 28 contains 235 members 
Mstep: Class 29 contains 2416 members 
Mstep: Class 30 contains 29900 members 
Mstep: Class 31 contains 7385 members 
Mstep: Class 32 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108930152.000000 Penalty: 71204.648438
Iteration 88Q: 33 clusters Score -1.089302e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 104599 members 
Mstep: Class 2 contains 19547 members 
Mstep: Class 3 contains 25867 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 23643 members 
Mstep: Class 7 contains 1820 members 
Mstep: Class 8 contains 4156 members 
Mstep: Class 9 contains 136671 members 
Mstep: Class 10 contains 9216 members 
Mstep: Class 11 contains 74562 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 78128 members 
Mstep: Class 14 contains 3865 members 
Mstep: Class 15 contains 29890 members 
Mstep: Class 16 contains 133428 members 
Mstep: Class 17 contains 3953 members 
Mstep: Class 18 contains 6869 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 9440 members 
Mstep: Class 21 contains 6263 members 
Mstep: Class 22 contains 28228 members 
Mstep: Class 23 contains 90474 members 
Mstep: Class 24 contains 6986 members 
Mstep: Class 25 contains 10689 members 
Mstep: Class 26 contains 4398 members 
Mstep: Class 27 contains 11080 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 2413 members 
Mstep: Class 30 contains 29875 members 
Mstep: Class 31 contains 7406 members 
Mstep: Class 32 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108930536.000000 Penalty: 71204.648438
Iteration 89Q: 33 clusters Score -1.089305e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 104455 members 
Mstep: Class 2 contains 19524 members 
Mstep: Class 3 contains 25893 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 23638 members 
Mstep: Class 7 contains 1811 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 136492 members 
Mstep: Class 10 contains 9226 members 
Mstep: Class 11 contains 74551 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 78611 members 
Mstep: Class 14 contains 3884 members 
Mstep: Class 15 contains 29788 members 
Mstep: Class 16 contains 133454 members 
Mstep: Class 17 contains 4123 members 
Mstep: Class 18 contains 6848 members 
Mstep: Class 19 contains 14799 members 
Mstep: Class 20 contains 9436 members 
Mstep: Class 21 contains 6270 members 
Mstep: Class 22 contains 28199 members 
Mstep: Class 23 contains 90189 members 
Mstep: Class 24 contains 6983 members 
Mstep: Class 25 contains 10687 members 
Mstep: Class 26 contains 4371 members 
Mstep: Class 27 contains 11127 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 2412 members 
Mstep: Class 30 contains 29861 members 
Mstep: Class 31 contains 7417 members 
Mstep: Class 32 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108930960.000000 Penalty: 71204.648438
Iteration 90Q: 33 clusters Score -1.08931e+08 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 104284 members 
Mstep: Class 2 contains 19499 members 
Mstep: Class 3 contains 25912 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 4345 members 
Mstep: Class 6 contains 23648 members 
Mstep: Class 7 contains 1805 members 
Mstep: Class 8 contains 4181 members 
Mstep: Class 9 contains 136332 members 
Mstep: Class 10 contains 9236 members 
Mstep: Class 11 contains 74528 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 79043 members 
Mstep: Class 14 contains 3902 members 
Mstep: Class 15 contains 29703 members 
Mstep: Class 16 contains 133480 members 
Mstep: Class 17 contains 4317 members 
Mstep: Class 18 contains 6825 members 
Mstep: Class 19 contains 14808 members 
Mstep: Class 20 contains 9429 members 
Mstep: Class 21 contains 6275 members 
Mstep: Class 22 contains 28175 members 
Mstep: Class 23 contains 89943 members 
Mstep: Class 24 contains 6978 members 
Mstep: Class 25 contains 10694 members 
Mstep: Class 26 contains 4352 members 
Mstep: Class 27 contains 11174 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 2428 members 
Mstep: Class 30 contains 29845 members 
Mstep: Class 31 contains 7426 members 
Mstep: Class 32 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931080.000000 Penalty: 71204.648438
Iteration 91Q: 33 clusters Score -1.089311e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 104111 members 
Mstep: Class 2 contains 19476 members 
Mstep: Class 3 contains 25925 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 23648 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 8 contains 4193 members 
Mstep: Class 9 contains 136200 members 
Mstep: Class 10 contains 9242 members 
Mstep: Class 11 contains 74508 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 79492 members 
Mstep: Class 14 contains 3923 members 
Mstep: Class 15 contains 29618 members 
Mstep: Class 16 contains 133487 members 
Mstep: Class 17 contains 4499 members 
Mstep: Class 18 contains 6810 members 
Mstep: Class 19 contains 14840 members 
Mstep: Class 20 contains 9418 members 
Mstep: Class 21 contains 6277 members 
Mstep: Class 22 contains 28152 members 
Mstep: Class 23 contains 89679 members 
Mstep: Class 24 contains 6976 members 
Mstep: Class 25 contains 10698 members 
Mstep: Class 26 contains 4332 members 
Mstep: Class 27 contains 11202 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 2437 members 
Mstep: Class 30 contains 29834 members 
Mstep: Class 31 contains 7443 members 
Mstep: Class 32 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931176.000000 Penalty: 71204.648438
Iteration 92Q: 33 clusters Score -1.089312e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 103944 members 
Mstep: Class 2 contains 19465 members 
Mstep: Class 3 contains 25942 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 4346 members 
Mstep: Class 6 contains 23651 members 
Mstep: Class 7 contains 1794 members 
Mstep: Class 8 contains 4199 members 
Mstep: Class 9 contains 136129 members 
Mstep: Class 10 contains 9240 members 
Mstep: Class 11 contains 74487 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 79881 members 
Mstep: Class 14 contains 3929 members 
Mstep: Class 15 contains 29533 members 
Mstep: Class 16 contains 133502 members 
Mstep: Class 17 contains 4648 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 14875 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 6291 members 
Mstep: Class 22 contains 28122 members 
Mstep: Class 23 contains 89428 members 
Mstep: Class 24 contains 6974 members 
Mstep: Class 25 contains 10710 members 
Mstep: Class 26 contains 4322 members 
Mstep: Class 27 contains 11218 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2443 members 
Mstep: Class 30 contains 29836 members 
Mstep: Class 31 contains 7450 members 
Mstep: Class 32 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931128.000000 Penalty: 71204.648438
Iteration 93Q: 33 clusters Score -1.089311e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 103821 members 
Mstep: Class 2 contains 19459 members 
Mstep: Class 3 contains 25954 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 23654 members 
Mstep: Class 7 contains 1788 members 
Mstep: Class 8 contains 4207 members 
Mstep: Class 9 contains 136052 members 
Mstep: Class 10 contains 9230 members 
Mstep: Class 11 contains 74476 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 80268 members 
Mstep: Class 14 contains 3931 members 
Mstep: Class 15 contains 29444 members 
Mstep: Class 16 contains 133514 members 
Mstep: Class 17 contains 4769 members 
Mstep: Class 18 contains 6783 members 
Mstep: Class 19 contains 14919 members 
Mstep: Class 20 contains 9409 members 
Mstep: Class 21 contains 6301 members 
Mstep: Class 22 contains 28094 members 
Mstep: Class 23 contains 89162 members 
Mstep: Class 24 contains 6972 members 
Mstep: Class 25 contains 10714 members 
Mstep: Class 26 contains 4316 members 
Mstep: Class 27 contains 11231 members 
Mstep: Class 28 contains 241 members 
Mstep: Class 29 contains 2450 members 
Mstep: Class 30 contains 29832 members 
Mstep: Class 31 contains 7466 members 
Mstep: Class 32 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931376.000000 Penalty: 71204.648438
Iteration 94Q: 33 clusters Score -1.089314e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 103707 members 
Mstep: Class 2 contains 19452 members 
Mstep: Class 3 contains 25980 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 4352 members 
Mstep: Class 6 contains 23651 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 4222 members 
Mstep: Class 9 contains 135986 members 
Mstep: Class 10 contains 9227 members 
Mstep: Class 11 contains 74445 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 80602 members 
Mstep: Class 14 contains 3936 members 
Mstep: Class 15 contains 29354 members 
Mstep: Class 16 contains 133533 members 
Mstep: Class 17 contains 4856 members 
Mstep: Class 18 contains 6767 members 
Mstep: Class 19 contains 14956 members 
Mstep: Class 20 contains 9406 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 28064 members 
Mstep: Class 23 contains 88924 members 
Mstep: Class 24 contains 6971 members 
Mstep: Class 25 contains 10720 members 
Mstep: Class 26 contains 4318 members 
Mstep: Class 27 contains 11252 members 
Mstep: Class 28 contains 240 members 
Mstep: Class 29 contains 2461 members 
Mstep: Class 30 contains 29839 members 
Mstep: Class 31 contains 7480 members 
Mstep: Class 32 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931568.000000 Penalty: 71204.648438
Iteration 95Q: 33 clusters Score -1.089316e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 103603 members 
Mstep: Class 2 contains 19455 members 
Mstep: Class 3 contains 26008 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 4351 members 
Mstep: Class 6 contains 23644 members 
Mstep: Class 7 contains 1787 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 135866 members 
Mstep: Class 10 contains 9218 members 
Mstep: Class 11 contains 74416 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 80975 members 
Mstep: Class 14 contains 3941 members 
Mstep: Class 15 contains 29281 members 
Mstep: Class 16 contains 133546 members 
Mstep: Class 17 contains 4932 members 
Mstep: Class 18 contains 6755 members 
Mstep: Class 19 contains 14983 members 
Mstep: Class 20 contains 9411 members 
Mstep: Class 21 contains 6323 members 
Mstep: Class 22 contains 28040 members 
Mstep: Class 23 contains 88717 members 
Mstep: Class 24 contains 6970 members 
Mstep: Class 25 contains 10716 members 
Mstep: Class 26 contains 4308 members 
Mstep: Class 27 contains 11268 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 29837 members 
Mstep: Class 31 contains 7508 members 
Mstep: Class 32 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931816.000000 Penalty: 71204.648438
Iteration 96Q: 33 clusters Score -1.089318e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 103508 members 
Mstep: Class 2 contains 19461 members 
Mstep: Class 3 contains 26027 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 4346 members 
Mstep: Class 6 contains 23641 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 4243 members 
Mstep: Class 9 contains 135744 members 
Mstep: Class 10 contains 9212 members 
Mstep: Class 11 contains 74358 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 81339 members 
Mstep: Class 14 contains 3942 members 
Mstep: Class 15 contains 29211 members 
Mstep: Class 16 contains 133573 members 
Mstep: Class 17 contains 4996 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 15036 members 
Mstep: Class 20 contains 9401 members 
Mstep: Class 21 contains 6331 members 
Mstep: Class 22 contains 28018 members 
Mstep: Class 23 contains 88527 members 
Mstep: Class 24 contains 6971 members 
Mstep: Class 25 contains 10719 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 11293 members 
Mstep: Class 28 contains 240 members 
Mstep: Class 29 contains 2477 members 
Mstep: Class 30 contains 29832 members 
Mstep: Class 31 contains 7532 members 
Mstep: Class 32 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108932144.000000 Penalty: 71204.648438
Iteration 97Q: 33 clusters Score -1.089321e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 103431 members 
Mstep: Class 2 contains 19467 members 
Mstep: Class 3 contains 26043 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 4346 members 
Mstep: Class 6 contains 23640 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 135596 members 
Mstep: Class 10 contains 9212 members 
Mstep: Class 11 contains 74303 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 81687 members 
Mstep: Class 14 contains 3940 members 
Mstep: Class 15 contains 29144 members 
Mstep: Class 16 contains 133599 members 
Mstep: Class 17 contains 5043 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 15074 members 
Mstep: Class 20 contains 9382 members 
Mstep: Class 21 contains 6348 members 
Mstep: Class 22 contains 28003 members 
Mstep: Class 23 contains 88369 members 
Mstep: Class 24 contains 6971 members 
Mstep: Class 25 contains 10738 members 
Mstep: Class 26 contains 4295 members 
Mstep: Class 27 contains 11305 members 
Mstep: Class 28 contains 241 members 
Mstep: Class 29 contains 2483 members 
Mstep: Class 30 contains 29829 members 
Mstep: Class 31 contains 7544 members 
Mstep: Class 32 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108932384.000000 Penalty: 71204.648438
Iteration 98Q: 33 clusters Score -1.089324e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 103380 members 
Mstep: Class 2 contains 19466 members 
Mstep: Class 3 contains 26058 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 4343 members 
Mstep: Class 6 contains 23642 members 
Mstep: Class 7 contains 1760 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 135426 members 
Mstep: Class 10 contains 9213 members 
Mstep: Class 11 contains 74255 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 82082 members 
Mstep: Class 14 contains 3937 members 
Mstep: Class 15 contains 29066 members 
Mstep: Class 16 contains 133598 members 
Mstep: Class 17 contains 5095 members 
Mstep: Class 18 contains 6747 members 
Mstep: Class 19 contains 15133 members 
Mstep: Class 20 contains 9378 members 
Mstep: Class 21 contains 6361 members 
Mstep: Class 22 contains 27983 members 
Mstep: Class 23 contains 88203 members 
Mstep: Class 24 contains 6972 members 
Mstep: Class 25 contains 10749 members 
Mstep: Class 26 contains 4288 members 
Mstep: Class 27 contains 11316 members 
Mstep: Class 28 contains 241 members 
Mstep: Class 29 contains 2485 members 
Mstep: Class 30 contains 29819 members 
Mstep: Class 31 contains 7551 members 
Mstep: Class 32 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108932680.000000 Penalty: 71204.648438
Iteration 99Q: 33 clusters Score -1.089327e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 103350 members 
Mstep: Class 2 contains 19450 members 
Mstep: Class 3 contains 26074 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 4343 members 
Mstep: Class 6 contains 23636 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 135320 members 
Mstep: Class 10 contains 9216 members 
Mstep: Class 11 contains 74205 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 82395 members 
Mstep: Class 14 contains 3934 members 
Mstep: Class 15 contains 29001 members 
Mstep: Class 16 contains 133623 members 
Mstep: Class 17 contains 5137 members 
Mstep: Class 18 contains 6745 members 
Mstep: Class 19 contains 15188 members 
Mstep: Class 20 contains 9364 members 
Mstep: Class 21 contains 6376 members 
Mstep: Class 22 contains 27964 members 
Mstep: Class 23 contains 88040 members 
Mstep: Class 24 contains 6967 members 
Mstep: Class 25 contains 10759 members 
Mstep: Class 26 contains 4276 members 
Mstep: Class 27 contains 11327 members 
Mstep: Class 28 contains 241 members 
Mstep: Class 29 contains 2488 members 
Mstep: Class 30 contains 29811 members 
Mstep: Class 31 contains 7552 members 
Mstep: Class 32 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108933640.000000 Penalty: 71204.648438
Iteration 100F: 33 clusters Score -1.089336e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 103144 members 
Mstep: Class 2 contains 19414 members 
Mstep: Class 3 contains 26059 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 4343 members 
Mstep: Class 6 contains 23626 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 135232 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 74174 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 82690 members 
Mstep: Class 14 contains 3927 members 
Mstep: Class 15 contains 28946 members 
Mstep: Class 16 contains 133632 members 
Mstep: Class 17 contains 5395 members 
Mstep: Class 18 contains 6743 members 
Mstep: Class 19 contains 15231 members 
Mstep: Class 20 contains 9357 members 
Mstep: Class 21 contains 6376 members 
Mstep: Class 22 contains 27949 members 
Mstep: Class 23 contains 87858 members 
Mstep: Class 24 contains 6964 members 
Mstep: Class 25 contains 10766 members 
Mstep: Class 26 contains 4258 members 
Mstep: Class 27 contains 11342 members 
Mstep: Class 28 contains 240 members 
Mstep: Class 29 contains 2498 members 
Mstep: Class 30 contains 29818 members 
Mstep: Class 31 contains 7573 members 
Mstep: Class 32 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108934328.000000 Penalty: 71204.648438
Iteration 101Q: 33 clusters Score -1.089343e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 102920 members 
Mstep: Class 2 contains 19378 members 
Mstep: Class 3 contains 26056 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 23620 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 135160 members 
Mstep: Class 10 contains 9211 members 
Mstep: Class 11 contains 74131 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 82958 members 
Mstep: Class 14 contains 3930 members 
Mstep: Class 15 contains 28891 members 
Mstep: Class 16 contains 133650 members 
Mstep: Class 17 contains 5666 members 
Mstep: Class 18 contains 6743 members 
Mstep: Class 19 contains 15283 members 
Mstep: Class 20 contains 9355 members 
Mstep: Class 21 contains 6373 members 
Mstep: Class 22 contains 27937 members 
Mstep: Class 23 contains 87675 members 
Mstep: Class 24 contains 6963 members 
Mstep: Class 25 contains 10775 members 
Mstep: Class 26 contains 4243 members 
Mstep: Class 27 contains 11359 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2502 members 
Mstep: Class 30 contains 29810 members 
Mstep: Class 31 contains 7592 members 
Mstep: Class 32 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108934800.000000 Penalty: 71204.648438
Iteration 102Q: 33 clusters Score -1.089348e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 102604 members 
Mstep: Class 2 contains 19366 members 
Mstep: Class 3 contains 26056 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 23623 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 4299 members 
Mstep: Class 9 contains 135114 members 
Mstep: Class 10 contains 9208 members 
Mstep: Class 11 contains 74093 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 83191 members 
Mstep: Class 14 contains 3922 members 
Mstep: Class 15 contains 28834 members 
Mstep: Class 16 contains 133675 members 
Mstep: Class 17 contains 5964 members 
Mstep: Class 18 contains 6743 members 
Mstep: Class 19 contains 15342 members 
Mstep: Class 20 contains 9349 members 
Mstep: Class 21 contains 6366 members 
Mstep: Class 22 contains 27922 members 
Mstep: Class 23 contains 87498 members 
Mstep: Class 24 contains 6961 members 
Mstep: Class 25 contains 10801 members 
Mstep: Class 26 contains 4238 members 
Mstep: Class 27 contains 11379 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2504 members 
Mstep: Class 30 contains 29823 members 
Mstep: Class 31 contains 7604 members 
Mstep: Class 32 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935088.000000 Penalty: 71204.648438
Iteration 103Q: 33 clusters Score -1.089351e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 102261 members 
Mstep: Class 2 contains 19357 members 
Mstep: Class 3 contains 26095 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 4354 members 
Mstep: Class 6 contains 23621 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 135056 members 
Mstep: Class 10 contains 9206 members 
Mstep: Class 11 contains 74039 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 83444 members 
Mstep: Class 14 contains 3919 members 
Mstep: Class 15 contains 28760 members 
Mstep: Class 16 contains 133720 members 
Mstep: Class 17 contains 6293 members 
Mstep: Class 18 contains 6742 members 
Mstep: Class 19 contains 15410 members 
Mstep: Class 20 contains 9344 members 
Mstep: Class 21 contains 6350 members 
Mstep: Class 22 contains 27906 members 
Mstep: Class 23 contains 87319 members 
Mstep: Class 24 contains 6957 members 
Mstep: Class 25 contains 10829 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 11395 members 
Mstep: Class 28 contains 242 members 
Mstep: Class 29 contains 2507 members 
Mstep: Class 30 contains 29839 members 
Mstep: Class 31 contains 7603 members 
Mstep: Class 32 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935544.000000 Penalty: 71204.648438
Iteration 104Q: 33 clusters Score -1.089355e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 101870 members 
Mstep: Class 2 contains 19350 members 
Mstep: Class 3 contains 26143 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 4351 members 
Mstep: Class 6 contains 23621 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 135025 members 
Mstep: Class 10 contains 9209 members 
Mstep: Class 11 contains 73983 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 83686 members 
Mstep: Class 14 contains 3920 members 
Mstep: Class 15 contains 28691 members 
Mstep: Class 16 contains 133747 members 
Mstep: Class 17 contains 6647 members 
Mstep: Class 18 contains 6743 members 
Mstep: Class 19 contains 15471 members 
Mstep: Class 20 contains 9335 members 
Mstep: Class 21 contains 6318 members 
Mstep: Class 22 contains 27892 members 
Mstep: Class 23 contains 87158 members 
Mstep: Class 24 contains 6954 members 
Mstep: Class 25 contains 10851 members 
Mstep: Class 26 contains 4223 members 
Mstep: Class 27 contains 11409 members 
Mstep: Class 28 contains 242 members 
Mstep: Class 29 contains 2510 members 
Mstep: Class 30 contains 29857 members 
Mstep: Class 31 contains 7613 members 
Mstep: Class 32 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935744.000000 Penalty: 71204.648438
Iteration 105Q: 33 clusters Score -1.089357e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 101467 members 
Mstep: Class 2 contains 19362 members 
Mstep: Class 3 contains 26174 members 
Mstep: Class 4 contains 1253 members 
Mstep: Class 5 contains 4355 members 
Mstep: Class 6 contains 23632 members 
Mstep: Class 7 contains 1672 members 
Mstep: Class 8 contains 4309 members 
Mstep: Class 9 contains 134974 members 
Mstep: Class 10 contains 9211 members 
Mstep: Class 11 contains 73946 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 83921 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 28621 members 
Mstep: Class 16 contains 133756 members 
Mstep: Class 17 contains 7021 members 
Mstep: Class 18 contains 6741 members 
Mstep: Class 19 contains 15515 members 
Mstep: Class 20 contains 9324 members 
Mstep: Class 21 contains 6271 members 
Mstep: Class 22 contains 27868 members 
Mstep: Class 23 contains 87032 members 
Mstep: Class 24 contains 6956 members 
Mstep: Class 25 contains 10876 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 11428 members 
Mstep: Class 28 contains 240 members 
Mstep: Class 29 contains 2515 members 
Mstep: Class 30 contains 29879 members 
Mstep: Class 31 contains 7622 members 
Mstep: Class 32 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936592.000000 Penalty: 71204.648438
Iteration 106Q: 33 clusters Score -1.089366e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 101041 members 
Mstep: Class 2 contains 19365 members 
Mstep: Class 3 contains 26215 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 4357 members 
Mstep: Class 6 contains 23639 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 8 contains 4315 members 
Mstep: Class 9 contains 134921 members 
Mstep: Class 10 contains 9205 members 
Mstep: Class 11 contains 73903 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 84173 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 28549 members 
Mstep: Class 16 contains 133747 members 
Mstep: Class 17 contains 7414 members 
Mstep: Class 18 contains 6740 members 
Mstep: Class 19 contains 15553 members 
Mstep: Class 20 contains 9326 members 
Mstep: Class 21 contains 6219 members 
Mstep: Class 22 contains 27859 members 
Mstep: Class 23 contains 86898 members 
Mstep: Class 24 contains 6962 members 
Mstep: Class 25 contains 10902 members 
Mstep: Class 26 contains 4207 members 
Mstep: Class 27 contains 11456 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 29906 members 
Mstep: Class 31 contains 7621 members 
Mstep: Class 32 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937344.000000 Penalty: 71204.648438
Iteration 107Q: 33 clusters Score -1.089373e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 100584 members 
Mstep: Class 2 contains 19394 members 
Mstep: Class 3 contains 26250 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 4357 members 
Mstep: Class 6 contains 23635 members 
Mstep: Class 7 contains 1630 members 
Mstep: Class 8 contains 4315 members 
Mstep: Class 9 contains 134886 members 
Mstep: Class 10 contains 9205 members 
Mstep: Class 11 contains 73846 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 84397 members 
Mstep: Class 14 contains 3912 members 
Mstep: Class 15 contains 28478 members 
Mstep: Class 16 contains 133746 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 6739 members 
Mstep: Class 19 contains 15601 members 
Mstep: Class 20 contains 9332 members 
Mstep: Class 21 contains 6149 members 
Mstep: Class 22 contains 27860 members 
Mstep: Class 23 contains 86783 members 
Mstep: Class 24 contains 6966 members 
Mstep: Class 25 contains 10920 members 
Mstep: Class 26 contains 4206 members 
Mstep: Class 27 contains 11482 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 29936 members 
Mstep: Class 31 contains 7617 members 
Mstep: Class 32 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937720.000000 Penalty: 71204.648438
Iteration 108Q: 33 clusters Score -1.089377e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 100098 members 
Mstep: Class 2 contains 19414 members 
Mstep: Class 3 contains 26278 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 4358 members 
Mstep: Class 6 contains 23639 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 4315 members 
Mstep: Class 9 contains 134854 members 
Mstep: Class 10 contains 9207 members 
Mstep: Class 11 contains 73790 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 84589 members 
Mstep: Class 14 contains 3910 members 
Mstep: Class 15 contains 28414 members 
Mstep: Class 16 contains 133769 members 
Mstep: Class 17 contains 8270 members 
Mstep: Class 18 contains 6740 members 
Mstep: Class 19 contains 15645 members 
Mstep: Class 20 contains 9334 members 
Mstep: Class 21 contains 6083 members 
Mstep: Class 22 contains 27855 members 
Mstep: Class 23 contains 86683 members 
Mstep: Class 24 contains 6972 members 
Mstep: Class 25 contains 10944 members 
Mstep: Class 26 contains 4202 members 
Mstep: Class 27 contains 11506 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2521 members 
Mstep: Class 30 contains 29970 members 
Mstep: Class 31 contains 7614 members 
Mstep: Class 32 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937888.000000 Penalty: 71204.648438
Iteration 109Q: 33 clusters Score -1.089379e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 19425 members 
Mstep: Class 3 contains 26313 members 
Mstep: Class 4 contains 1253 members 
Mstep: Class 5 contains 4354 members 
Mstep: Class 6 contains 23629 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 4319 members 
Mstep: Class 9 contains 134787 members 
Mstep: Class 10 contains 9205 members 
Mstep: Class 11 contains 73740 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 84769 members 
Mstep: Class 14 contains 3910 members 
Mstep: Class 15 contains 28348 members 
Mstep: Class 16 contains 133795 members 
Mstep: Class 17 contains 8682 members 
Mstep: Class 18 contains 6741 members 
Mstep: Class 19 contains 15712 members 
Mstep: Class 20 contains 9339 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 27856 members 
Mstep: Class 23 contains 86609 members 
Mstep: Class 24 contains 6976 members 
Mstep: Class 25 contains 10977 members 
Mstep: Class 26 contains 4195 members 
Mstep: Class 27 contains 11515 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2522 members 
Mstep: Class 30 contains 30012 members 
Mstep: Class 31 contains 7607 members 
Mstep: Class 32 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937792.000000 Penalty: 71204.648438
Iteration 110Q: 33 clusters Score -1.089378e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 99175 members 
Mstep: Class 2 contains 19431 members 
Mstep: Class 3 contains 26356 members 
Mstep: Class 4 contains 1253 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 23621 members 
Mstep: Class 7 contains 1571 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 134742 members 
Mstep: Class 10 contains 9210 members 
Mstep: Class 11 contains 73724 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 84940 members 
Mstep: Class 14 contains 3906 members 
Mstep: Class 15 contains 28271 members 
Mstep: Class 16 contains 133818 members 
Mstep: Class 17 contains 9064 members 
Mstep: Class 18 contains 6742 members 
Mstep: Class 19 contains 15773 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 21 contains 5951 members 
Mstep: Class 22 contains 27847 members 
Mstep: Class 23 contains 86527 members 
Mstep: Class 24 contains 6979 members 
Mstep: Class 25 contains 10993 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 11518 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2523 members 
Mstep: Class 30 contains 30082 members 
Mstep: Class 31 contains 7603 members 
Mstep: Class 32 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937936.000000 Penalty: 71204.648438
Iteration 111Q: 33 clusters Score -1.089379e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 98671 members 
Mstep: Class 2 contains 19440 members 
Mstep: Class 3 contains 26416 members 
Mstep: Class 4 contains 1253 members 
Mstep: Class 5 contains 4364 members 
Mstep: Class 6 contains 23620 members 
Mstep: Class 7 contains 1552 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 134701 members 
Mstep: Class 10 contains 9211 members 
Mstep: Class 11 contains 73683 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 85082 members 
Mstep: Class 14 contains 3900 members 
Mstep: Class 15 contains 28209 members 
Mstep: Class 16 contains 133843 members 
Mstep: Class 17 contains 9447 members 
Mstep: Class 18 contains 6740 members 
Mstep: Class 19 contains 15823 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 21 contains 5890 members 
Mstep: Class 22 contains 27846 members 
Mstep: Class 23 contains 86466 members 
Mstep: Class 24 contains 6985 members 
Mstep: Class 25 contains 11010 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 11533 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2526 members 
Mstep: Class 30 contains 30166 members 
Mstep: Class 31 contains 7601 members 
Mstep: Class 32 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938120.000000 Penalty: 71204.648438
Iteration 112Q: 33 clusters Score -1.089381e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 98183 members 
Mstep: Class 2 contains 19440 members 
Mstep: Class 3 contains 26495 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 4363 members 
Mstep: Class 6 contains 23618 members 
Mstep: Class 7 contains 1535 members 
Mstep: Class 8 contains 4334 members 
Mstep: Class 9 contains 134666 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 73638 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 85222 members 
Mstep: Class 14 contains 3891 members 
Mstep: Class 15 contains 28147 members 
Mstep: Class 16 contains 133871 members 
Mstep: Class 17 contains 9783 members 
Mstep: Class 18 contains 6739 members 
Mstep: Class 19 contains 15869 members 
Mstep: Class 20 contains 9339 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 27845 members 
Mstep: Class 23 contains 86400 members 
Mstep: Class 24 contains 6988 members 
Mstep: Class 25 contains 11036 members 
Mstep: Class 26 contains 4182 members 
Mstep: Class 27 contains 11551 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 30261 members 
Mstep: Class 31 contains 7601 members 
Mstep: Class 32 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938304.000000 Penalty: 71204.648438
Iteration 113Q: 33 clusters Score -1.089383e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 97727 members 
Mstep: Class 2 contains 19451 members 
Mstep: Class 3 contains 26565 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 4367 members 
Mstep: Class 6 contains 23614 members 
Mstep: Class 7 contains 1513 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 134629 members 
Mstep: Class 10 contains 9214 members 
Mstep: Class 11 contains 73597 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 85359 members 
Mstep: Class 14 contains 3886 members 
Mstep: Class 15 contains 28082 members 
Mstep: Class 16 contains 133888 members 
Mstep: Class 17 contains 10111 members 
Mstep: Class 18 contains 6737 members 
Mstep: Class 19 contains 15932 members 
Mstep: Class 20 contains 9334 members 
Mstep: Class 21 contains 5797 members 
Mstep: Class 22 contains 27841 members 
Mstep: Class 23 contains 86343 members 
Mstep: Class 24 contains 6991 members 
Mstep: Class 25 contains 11064 members 
Mstep: Class 26 contains 4178 members 
Mstep: Class 27 contains 11562 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 30322 members 
Mstep: Class 31 contains 7606 members 
Mstep: Class 32 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938496.000000 Penalty: 71204.648438
Iteration 114Q: 33 clusters Score -1.089385e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 97301 members 
Mstep: Class 2 contains 19470 members 
Mstep: Class 3 contains 26633 members 
Mstep: Class 4 contains 1253 members 
Mstep: Class 5 contains 4363 members 
Mstep: Class 6 contains 23613 members 
Mstep: Class 7 contains 1496 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 134574 members 
Mstep: Class 10 contains 9214 members 
Mstep: Class 11 contains 73557 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 85505 members 
Mstep: Class 14 contains 3882 members 
Mstep: Class 15 contains 28017 members 
Mstep: Class 16 contains 133920 members 
Mstep: Class 17 contains 10412 members 
Mstep: Class 18 contains 6737 members 
Mstep: Class 19 contains 15983 members 
Mstep: Class 20 contains 9336 members 
Mstep: Class 21 contains 5744 members 
Mstep: Class 22 contains 27840 members 
Mstep: Class 23 contains 86290 members 
Mstep: Class 24 contains 6991 members 
Mstep: Class 25 contains 11081 members 
Mstep: Class 26 contains 4179 members 
Mstep: Class 27 contains 11574 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 30383 members 
Mstep: Class 31 contains 7608 members 
Mstep: Class 32 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938512.000000 Penalty: 71204.648438
Iteration 115Q: 33 clusters Score -1.089385e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 96958 members 
Mstep: Class 2 contains 19464 members 
Mstep: Class 3 contains 26697 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 4358 members 
Mstep: Class 6 contains 23617 members 
Mstep: Class 7 contains 1484 members 
Mstep: Class 8 contains 4346 members 
Mstep: Class 9 contains 134505 members 
Mstep: Class 10 contains 9209 members 
Mstep: Class 11 contains 73527 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 85643 members 
Mstep: Class 14 contains 3881 members 
Mstep: Class 15 contains 27964 members 
Mstep: Class 16 contains 133935 members 
Mstep: Class 17 contains 10663 members 
Mstep: Class 18 contains 6736 members 
Mstep: Class 19 contains 16026 members 
Mstep: Class 20 contains 9338 members 
Mstep: Class 21 contains 5715 members 
Mstep: Class 22 contains 27842 members 
Mstep: Class 23 contains 86241 members 
Mstep: Class 24 contains 6991 members 
Mstep: Class 25 contains 11103 members 
Mstep: Class 26 contains 4181 members 
Mstep: Class 27 contains 11578 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2535 members 
Mstep: Class 30 contains 30430 members 
Mstep: Class 31 contains 7613 members 
Mstep: Class 32 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938584.000000 Penalty: 71204.648438
Iteration 116Q: 33 clusters Score -1.089386e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 96651 members 
Mstep: Class 2 contains 19454 members 
Mstep: Class 3 contains 26766 members 
Mstep: Class 4 contains 1253 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 23624 members 
Mstep: Class 7 contains 1469 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 134475 members 
Mstep: Class 10 contains 9206 members 
Mstep: Class 11 contains 73496 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 85749 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 27898 members 
Mstep: Class 16 contains 133946 members 
Mstep: Class 17 contains 10873 members 
Mstep: Class 18 contains 6737 members 
Mstep: Class 19 contains 16074 members 
Mstep: Class 20 contains 9345 members 
Mstep: Class 21 contains 5679 members 
Mstep: Class 22 contains 27850 members 
Mstep: Class 23 contains 86195 members 
Mstep: Class 24 contains 6989 members 
Mstep: Class 25 contains 11124 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 11588 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2536 members 
Mstep: Class 30 contains 30477 members 
Mstep: Class 31 contains 7619 members 
Mstep: Class 32 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938680.000000 Penalty: 71204.648438
Iteration 117Q: 33 clusters Score -1.089387e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 96403 members 
Mstep: Class 2 contains 19437 members 
Mstep: Class 3 contains 26841 members 
Mstep: Class 4 contains 1253 members 
Mstep: Class 5 contains 4324 members 
Mstep: Class 6 contains 23620 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 134447 members 
Mstep: Class 10 contains 9212 members 
Mstep: Class 11 contains 73470 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 85861 members 
Mstep: Class 14 contains 3881 members 
Mstep: Class 15 contains 27833 members 
Mstep: Class 16 contains 133954 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6736 members 
Mstep: Class 19 contains 16115 members 
Mstep: Class 20 contains 9356 members 
Mstep: Class 21 contains 5643 members 
Mstep: Class 22 contains 27853 members 
Mstep: Class 23 contains 86140 members 
Mstep: Class 24 contains 6991 members 
Mstep: Class 25 contains 11137 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 11592 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 30520 members 
Mstep: Class 31 contains 7623 members 
Mstep: Class 32 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938768.000000 Penalty: 71204.648438
Iteration 118Q: 33 clusters Score -1.089388e+08 nChanged 913
Entering ConstructFrom: 
Score: -108938768.000000 Penalty: 71204.648438
Entering ConstructFrom: 
Trying to split cluster 1 (96190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96190 members 
Entering Unmasked Estep 
Score: -12272540.000000 Penalty: 1864.538208
	Iteration 0F: 2 clusters Score -1.227254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -12209219.000000 Penalty: 3729.076416
	Iteration 0F: 3 clusters Score -1.220922e+07 nChanged 45923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -12236771.000000 Penalty: 3729.076416
	Iteration 1F: 3 clusters Score -1.223677e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -12238372.000000 Penalty: 3729.076416
	Iteration 2Q: 3 clusters Score -1.223837e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62067 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -12241065.000000 Penalty: 3729.076416
	Iteration 3F: 3 clusters Score -1.224106e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -12245738.000000 Penalty: 3729.076416
	Iteration 4F: 3 clusters Score -1.224574e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77057 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -12252908.000000 Penalty: 3729.076416
	Iteration 5F: 3 clusters Score -1.225291e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85400 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -12260653.000000 Penalty: 3729.076416
	Iteration 6F: 3 clusters Score -1.226065e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91499 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -12266509.000000 Penalty: 3729.076416
	Iteration 7F: 3 clusters Score -1.226651e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94543 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -12269398.000000 Penalty: 3729.076416
	Iteration 8Q: 3 clusters Score -1.22694e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95562 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -12270369.000000 Penalty: 3729.076416
	Iteration 9Q: 3 clusters Score -1.227037e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95853 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12270655.000000 Penalty: 3729.076416
	Iteration 10Q: 3 clusters Score -1.227066e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95942 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -12270810.000000 Penalty: 3729.076416
	Iteration 11Q: 3 clusters Score -1.227081e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95977 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -12270882.000000 Penalty: 3729.076416
	Iteration 12Q: 3 clusters Score -1.227088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95990 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12270909.000000 Penalty: 3729.076416
	Iteration 13Q: 3 clusters Score -1.227091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12270946.000000 Penalty: 3729.076416
	Iteration 14Q: 3 clusters Score -1.227095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95998 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12270945.000000 Penalty: 3729.076416
	Iteration 15Q: 3 clusters Score -1.227094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95997 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12270951.000000 Penalty: 3729.076416
	Iteration 16Q: 3 clusters Score -1.227095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95999 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12270953.000000 Penalty: 3729.076416
	Iteration 17Q: 3 clusters Score -1.227095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96001 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12270951.000000 Penalty: 3729.076416
	Iteration 18Q: 3 clusters Score -1.227095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96002 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12270952.000000 Penalty: 3729.076416
	Iteration 19Q: 3 clusters Score -1.227095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96003 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12270956.000000 Penalty: 3729.076416
	Iteration 20F: 3 clusters Score -1.227096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96002 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12270953.000000 Penalty: 3729.076416
	Iteration 21Q: 3 clusters Score -1.227095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96001 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12270960.000000 Penalty: 3729.076416
	Iteration 22Q: 3 clusters Score -1.227096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96001 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12270960.000000 Penalty: 3729.076416
	Iteration 23F: 3 clusters Score -1.227096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Entering Unmasked Estep 
Score: -2307308.750000 Penalty: 1604.484375
	Iteration 0F: 2 clusters Score -2307309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2294110.750000 Penalty: 3208.968750
	Iteration 0F: 3 clusters Score -2294111 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2298981.000000 Penalty: 3208.968750
	Iteration 1F: 3 clusters Score -2298981 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2299382.000000 Penalty: 3208.968750
	Iteration 2F: 3 clusters Score -2299382 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2299774.250000 Penalty: 3208.968750
	Iteration 3Q: 3 clusters Score -2299774 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2300172.000000 Penalty: 3208.968750
	Iteration 4Q: 3 clusters Score -2300172 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2300562.500000 Penalty: 3208.968750
	Iteration 5Q: 3 clusters Score -2300562 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2301026.750000 Penalty: 3208.968750
	Iteration 6Q: 3 clusters Score -2301027 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2301588.000000 Penalty: 3208.968750
	Iteration 7Q: 3 clusters Score -2301588 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2302285.500000 Penalty: 3208.968750
	Iteration 8F: 3 clusters Score -2302286 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2303061.750000 Penalty: 3208.968750
	Iteration 9F: 3 clusters Score -2303062 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2303803.500000 Penalty: 3208.968750
	Iteration 10F: 3 clusters Score -2303804 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2304454.500000 Penalty: 3208.968750
	Iteration 11Q: 3 clusters Score -2304454 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2304947.500000 Penalty: 3208.968750
	Iteration 12Q: 3 clusters Score -2304948 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2305269.000000 Penalty: 3208.968750
	Iteration 13Q: 3 clusters Score -2305269 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2305502.500000 Penalty: 3208.968750
	Iteration 14Q: 3 clusters Score -2305502 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2305662.000000 Penalty: 3208.968750
	Iteration 15Q: 3 clusters Score -2305662 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2305774.250000 Penalty: 3208.968750
	Iteration 16Q: 3 clusters Score -2305774 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2305850.000000 Penalty: 3208.968750
	Iteration 17Q: 3 clusters Score -2305850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2305907.250000 Penalty: 3208.968750
	Iteration 18Q: 3 clusters Score -2305907 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2305948.750000 Penalty: 3208.968750
	Iteration 19Q: 3 clusters Score -2305949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2305963.000000 Penalty: 3208.968750
	Iteration 20F: 3 clusters Score -2305963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2305976.250000 Penalty: 3208.968750
	Iteration 21Q: 3 clusters Score -2305976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2305983.000000 Penalty: 3208.968750
	Iteration 22Q: 3 clusters Score -2305983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2305987.250000 Penalty: 3208.968750
	Iteration 23Q: 3 clusters Score -2305987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2305996.500000 Penalty: 3208.968750
	Iteration 24Q: 3 clusters Score -2305996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2306003.500000 Penalty: 3208.968750
	Iteration 25Q: 3 clusters Score -2306004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2306009.500000 Penalty: 3208.968750
	Iteration 26Q: 3 clusters Score -2306010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2306009.500000 Penalty: 3208.968750
	Iteration 27Q: 3 clusters Score -2306010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2306014.500000 Penalty: 3208.968750
	Iteration 28Q: 3 clusters Score -2306014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2306016.250000 Penalty: 3208.968750
	Iteration 29Q: 3 clusters Score -2306016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2306023.250000 Penalty: 3208.968750
	Iteration 30Q: 3 clusters Score -2306023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2306024.250000 Penalty: 3208.968750
	Iteration 31Q: 3 clusters Score -2306024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2306025.500000 Penalty: 3208.968750
	Iteration 32Q: 3 clusters Score -2306026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2306027.250000 Penalty: 3208.968750
	Iteration 33Q: 3 clusters Score -2306027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2306027.250000 Penalty: 3208.968750
	Iteration 34F: 3 clusters Score -2306027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Entering Unmasked Estep 
Score: -3434047.750000 Penalty: 1657.583374
	Iteration 0F: 2 clusters Score -3434048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3415836.250000 Penalty: 3315.166748
	Iteration 0F: 3 clusters Score -3415836 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3422560.500000 Penalty: 3315.166748
	Iteration 1F: 3 clusters Score -3422560 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3422920.000000 Penalty: 3315.166748
	Iteration 2Q: 3 clusters Score -3422920 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3423273.750000 Penalty: 3315.166748
	Iteration 3Q: 3 clusters Score -3423274 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3423685.500000 Penalty: 3315.166748
	Iteration 4Q: 3 clusters Score -3423686 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3424273.750000 Penalty: 3315.166748
	Iteration 5Q: 3 clusters Score -3424274 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3425170.250000 Penalty: 3315.166748
	Iteration 6F: 3 clusters Score -3425170 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -3426430.000000 Penalty: 3315.166748
	Iteration 7F: 3 clusters Score -3426430 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -3427988.750000 Penalty: 3315.166748
	Iteration 8F: 3 clusters Score -3427989 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3429529.500000 Penalty: 3315.166748
	Iteration 9F: 3 clusters Score -3429530 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3430823.750000 Penalty: 3315.166748
	Iteration 10F: 3 clusters Score -3430824 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -3431636.750000 Penalty: 3315.166748
	Iteration 11Q: 3 clusters Score -3431637 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -3432132.500000 Penalty: 3315.166748
	Iteration 12Q: 3 clusters Score -3432132 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3432341.250000 Penalty: 3315.166748
	Iteration 13Q: 3 clusters Score -3432341 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -3432464.500000 Penalty: 3315.166748
	Iteration 14Q: 3 clusters Score -3432464 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3432523.750000 Penalty: 3315.166748
	Iteration 15Q: 3 clusters Score -3432524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3432565.250000 Penalty: 3315.166748
	Iteration 16Q: 3 clusters Score -3432565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -3432584.500000 Penalty: 3315.166748
	Iteration 17Q: 3 clusters Score -3432584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3432589.250000 Penalty: 3315.166748
	Iteration 18Q: 3 clusters Score -3432589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -3432602.750000 Penalty: 3315.166748
	Iteration 19Q: 3 clusters Score -3432603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3432616.750000 Penalty: 3315.166748
	Iteration 20F: 3 clusters Score -3432617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3432620.750000 Penalty: 3315.166748
	Iteration 21Q: 3 clusters Score -3432621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3432631.500000 Penalty: 3315.166748
	Iteration 22Q: 3 clusters Score -3432632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3432634.500000 Penalty: 3315.166748
	Iteration 23Q: 3 clusters Score -3432634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3432640.250000 Penalty: 3315.166748
	Iteration 24Q: 3 clusters Score -3432640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -3432643.250000 Penalty: 3315.166748
	Iteration 25Q: 3 clusters Score -3432643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3432640.500000 Penalty: 3315.166748
	Iteration 26Q: 3 clusters Score -3432640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -3432639.750000 Penalty: 3315.166748
	Iteration 27Q: 3 clusters Score -3432640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3432639.750000 Penalty: 3315.166748
	Iteration 28Q: 3 clusters Score -3432640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3432639.750000 Penalty: 3315.166748
	Iteration 29F: 3 clusters Score -3432640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -152362.687500 Penalty: 1159.290283
	Iteration 0F: 2 clusters Score -152362.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -150732.453125 Penalty: 2318.580566
	Iteration 0F: 3 clusters Score -150732.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -151018.312500 Penalty: 2318.580566
	Iteration 1F: 3 clusters Score -151018.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -151100.937500 Penalty: 2318.580566
	Iteration 2F: 3 clusters Score -151100.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -151148.984375 Penalty: 2318.580566
	Iteration 3Q: 3 clusters Score -151149 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -151185.203125 Penalty: 2318.580566
	Iteration 4Q: 3 clusters Score -151185.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -151205.281250 Penalty: 2318.580566
	Iteration 5Q: 3 clusters Score -151205.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -151225.906250 Penalty: 2318.580566
	Iteration 6Q: 3 clusters Score -151225.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -151234.031250 Penalty: 2318.580566
	Iteration 7Q: 3 clusters Score -151234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -151240.171875 Penalty: 2318.580566
	Iteration 8Q: 3 clusters Score -151240.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -151244.046875 Penalty: 2318.580566
	Iteration 9Q: 3 clusters Score -151244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -151247.968750 Penalty: 2318.580566
	Iteration 10Q: 3 clusters Score -151248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -151251.890625 Penalty: 2318.580566
	Iteration 11Q: 3 clusters Score -151251.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -151254.171875 Penalty: 2318.580566
	Iteration 12Q: 3 clusters Score -151254.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -151258.093750 Penalty: 2318.580566
	Iteration 13Q: 3 clusters Score -151258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -151262.062500 Penalty: 2318.580566
	Iteration 14Q: 3 clusters Score -151262.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -151272.781250 Penalty: 2318.580566
	Iteration 15Q: 3 clusters Score -151272.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -151277.609375 Penalty: 2318.580566
	Iteration 16Q: 3 clusters Score -151277.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -151280.500000 Penalty: 2318.580566
	Iteration 17Q: 3 clusters Score -151280.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -151281.859375 Penalty: 2318.580566
	Iteration 18Q: 3 clusters Score -151281.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -151282.484375 Penalty: 2318.580566
	Iteration 19Q: 3 clusters Score -151282.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -151282.484375 Penalty: 2318.580566
	Iteration 20F: 3 clusters Score -151282.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Entering Unmasked Estep 
Score: -539588.250000 Penalty: 1359.648438
	Iteration 0F: 2 clusters Score -539588.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -536077.562500 Penalty: 2719.296875
	Iteration 0F: 3 clusters Score -536077.6 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -537108.125000 Penalty: 2719.296875
	Iteration 1F: 3 clusters Score -537108.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -537351.562500 Penalty: 2719.296875
	Iteration 2F: 3 clusters Score -537351.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -537575.750000 Penalty: 2719.296875
	Iteration 3F: 3 clusters Score -537575.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -537825.375000 Penalty: 2719.296875
	Iteration 4F: 3 clusters Score -537825.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -538083.125000 Penalty: 2719.296875
	Iteration 5F: 3 clusters Score -538083.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -538309.125000 Penalty: 2719.296875
	Iteration 6F: 3 clusters Score -538309.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -538474.625000 Penalty: 2719.296875
	Iteration 7F: 3 clusters Score -538474.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -538587.562500 Penalty: 2719.296875
	Iteration 8Q: 3 clusters Score -538587.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -538664.312500 Penalty: 2719.296875
	Iteration 9Q: 3 clusters Score -538664.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -538710.125000 Penalty: 2719.296875
	Iteration 10Q: 3 clusters Score -538710.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -538741.500000 Penalty: 2719.296875
	Iteration 11Q: 3 clusters Score -538741.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -538764.562500 Penalty: 2719.296875
	Iteration 12Q: 3 clusters Score -538764.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -538784.125000 Penalty: 2719.296875
	Iteration 13Q: 3 clusters Score -538784.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -538798.500000 Penalty: 2719.296875
	Iteration 14Q: 3 clusters Score -538798.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -538810.312500 Penalty: 2719.296875
	Iteration 15Q: 3 clusters Score -538810.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -538821.250000 Penalty: 2719.296875
	Iteration 16Q: 3 clusters Score -538821.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -538830.625000 Penalty: 2719.296875
	Iteration 17Q: 3 clusters Score -538830.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -538838.125000 Penalty: 2719.296875
	Iteration 18Q: 3 clusters Score -538838.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -538844.875000 Penalty: 2719.296875
	Iteration 19Q: 3 clusters Score -538844.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -538847.562500 Penalty: 2719.296875
	Iteration 20F: 3 clusters Score -538847.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -538848.625000 Penalty: 2719.296875
	Iteration 21Q: 3 clusters Score -538848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -538850.000000 Penalty: 2719.296875
	Iteration 22Q: 3 clusters Score -538850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -538849.937500 Penalty: 2719.296875
	Iteration 23Q: 3 clusters Score -538849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -538849.937500 Penalty: 2719.296875
	Iteration 24F: 3 clusters Score -538849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Entering Unmasked Estep 
Score: -2954430.750000 Penalty: 1636.384888
	Iteration 0F: 2 clusters Score -2954431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2938306.000000 Penalty: 3272.769775
	Iteration 0F: 3 clusters Score -2938306 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2944455.750000 Penalty: 3272.769775
	Iteration 1F: 3 clusters Score -2944456 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2944974.500000 Penalty: 3272.769775
	Iteration 2F: 3 clusters Score -2944974 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2945487.000000 Penalty: 3272.769775
	Iteration 3F: 3 clusters Score -2945487 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2946050.250000 Penalty: 3272.769775
	Iteration 4F: 3 clusters Score -2946050 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2946619.250000 Penalty: 3272.769775
	Iteration 5F: 3 clusters Score -2946619 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2947093.000000 Penalty: 3272.769775
	Iteration 6Q: 3 clusters Score -2947093 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2947480.750000 Penalty: 3272.769775
	Iteration 7Q: 3 clusters Score -2947481 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2947772.750000 Penalty: 3272.769775
	Iteration 8Q: 3 clusters Score -2947773 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2948012.000000 Penalty: 3272.769775
	Iteration 9Q: 3 clusters Score -2948012 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2948230.250000 Penalty: 3272.769775
	Iteration 10Q: 3 clusters Score -2948230 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2948430.000000 Penalty: 3272.769775
	Iteration 11Q: 3 clusters Score -2948430 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2948608.500000 Penalty: 3272.769775
	Iteration 12Q: 3 clusters Score -2948608 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2948773.250000 Penalty: 3272.769775
	Iteration 13Q: 3 clusters Score -2948773 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2948976.500000 Penalty: 3272.769775
	Iteration 14Q: 3 clusters Score -2948976 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2949155.750000 Penalty: 3272.769775
	Iteration 15Q: 3 clusters Score -2949156 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2949349.500000 Penalty: 3272.769775
	Iteration 16Q: 3 clusters Score -2949350 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2949508.500000 Penalty: 3272.769775
	Iteration 17Q: 3 clusters Score -2949508 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2949751.750000 Penalty: 3272.769775
	Iteration 18Q: 3 clusters Score -2949752 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2950007.000000 Penalty: 3272.769775
	Iteration 19Q: 3 clusters Score -2950007 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2950278.250000 Penalty: 3272.769775
	Iteration 20F: 3 clusters Score -2950278 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2950545.750000 Penalty: 3272.769775
	Iteration 21Q: 3 clusters Score -2950546 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2950839.750000 Penalty: 3272.769775
	Iteration 22Q: 3 clusters Score -2950840 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2951135.000000 Penalty: 3272.769775
	Iteration 23Q: 3 clusters Score -2951135 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2951455.000000 Penalty: 3272.769775
	Iteration 24Q: 3 clusters Score -2951455 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2951778.750000 Penalty: 3272.769775
	Iteration 25Q: 3 clusters Score -2951779 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2952062.250000 Penalty: 3272.769775
	Iteration 26Q: 3 clusters Score -2952062 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2952296.750000 Penalty: 3272.769775
	Iteration 27Q: 3 clusters Score -2952297 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2952472.750000 Penalty: 3272.769775
	Iteration 28Q: 3 clusters Score -2952473 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2952627.750000 Penalty: 3272.769775
	Iteration 29Q: 3 clusters Score -2952628 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2952760.500000 Penalty: 3272.769775
	Iteration 30Q: 3 clusters Score -2952760 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2952879.250000 Penalty: 3272.769775
	Iteration 31Q: 3 clusters Score -2952879 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2952943.000000 Penalty: 3272.769775
	Iteration 32Q: 3 clusters Score -2952943 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2952989.250000 Penalty: 3272.769775
	Iteration 33Q: 3 clusters Score -2952989 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2953021.750000 Penalty: 3272.769775
	Iteration 34Q: 3 clusters Score -2953022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2953049.250000 Penalty: 3272.769775
	Iteration 35Q: 3 clusters Score -2953049 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2953076.500000 Penalty: 3272.769775
	Iteration 36Q: 3 clusters Score -2953076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2953094.000000 Penalty: 3272.769775
	Iteration 37Q: 3 clusters Score -2953094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2953112.750000 Penalty: 3272.769775
	Iteration 38Q: 3 clusters Score -2953113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2953129.250000 Penalty: 3272.769775
	Iteration 39Q: 3 clusters Score -2953129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2953138.500000 Penalty: 3272.769775
	Iteration 40F: 3 clusters Score -2953138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2953149.000000 Penalty: 3272.769775
	Iteration 41Q: 3 clusters Score -2953149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2953160.000000 Penalty: 3272.769775
	Iteration 42Q: 3 clusters Score -2953160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2953161.500000 Penalty: 3272.769775
	Iteration 43Q: 3 clusters Score -2953162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2953164.500000 Penalty: 3272.769775
	Iteration 44Q: 3 clusters Score -2953164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2953170.750000 Penalty: 3272.769775
	Iteration 45Q: 3 clusters Score -2953171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2953177.500000 Penalty: 3272.769775
	Iteration 46Q: 3 clusters Score -2953178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2953176.250000 Penalty: 3272.769775
	Iteration 47Q: 3 clusters Score -2953176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2953177.500000 Penalty: 3272.769775
	Iteration 48Q: 3 clusters Score -2953178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2953182.750000 Penalty: 3272.769775
	Iteration 49Q: 3 clusters Score -2953183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2953180.000000 Penalty: 3272.769775
	Iteration 50Q: 3 clusters Score -2953180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2953181.000000 Penalty: 3272.769775
	Iteration 51Q: 3 clusters Score -2953181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2953184.000000 Penalty: 3272.769775
	Iteration 52Q: 3 clusters Score -2953184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2953189.750000 Penalty: 3272.769775
	Iteration 53Q: 3 clusters Score -2953190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2953192.000000 Penalty: 3272.769775
	Iteration 54Q: 3 clusters Score -2953192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2953194.000000 Penalty: 3272.769775
	Iteration 55Q: 3 clusters Score -2953194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2953201.750000 Penalty: 3272.769775
	Iteration 56Q: 3 clusters Score -2953202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2953205.250000 Penalty: 3272.769775
	Iteration 57Q: 3 clusters Score -2953205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2953203.750000 Penalty: 3272.769775
	Iteration 58Q: 3 clusters Score -2953204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2953205.750000 Penalty: 3272.769775
	Iteration 59Q: 3 clusters Score -2953206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2953214.750000 Penalty: 3272.769775
	Iteration 60F: 3 clusters Score -2953215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2953216.750000 Penalty: 3272.769775
	Iteration 61Q: 3 clusters Score -2953217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2953214.250000 Penalty: 3272.769775
	Iteration 62Q: 3 clusters Score -2953214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2953213.750000 Penalty: 3272.769775
	Iteration 63Q: 3 clusters Score -2953214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2953217.000000 Penalty: 3272.769775
	Iteration 64Q: 3 clusters Score -2953217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2953217.000000 Penalty: 3272.769775
	Iteration 65F: 3 clusters Score -2953217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -166065.421875 Penalty: 1183.671875
	Iteration 0F: 2 clusters Score -166065.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -164398.703125 Penalty: 2367.343750
	Iteration 0F: 3 clusters Score -164398.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -164861.437500 Penalty: 2367.343750
	Iteration 1F: 3 clusters Score -164861.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -165331.515625 Penalty: 2367.343750
	Iteration 2F: 3 clusters Score -165331.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -165810.437500 Penalty: 2367.343750
	Iteration 3F: 3 clusters Score -165810.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -166025.046875 Penalty: 2367.343750
	Iteration 4F: 3 clusters Score -166025 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -166107.468750 Penalty: 2367.343750
	Iteration 5Q: 3 clusters Score -166107.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -166136.484375 Penalty: 2367.343750
	Iteration 6Q: 3 clusters Score -166136.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -166151.453125 Penalty: 2367.343750
	Iteration 7Q: 3 clusters Score -166151.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -166156.890625 Penalty: 2367.343750
	Iteration 8Q: 3 clusters Score -166156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -166161.953125 Penalty: 2367.343750
	Iteration 9Q: 3 clusters Score -166162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -166166.437500 Penalty: 2367.343750
	Iteration 10Q: 3 clusters Score -166166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -166167.953125 Penalty: 2367.343750
	Iteration 11Q: 3 clusters Score -166168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -166167.953125 Penalty: 2367.343750
	Iteration 12F: 3 clusters Score -166168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 96190 members 
Mstep: Class 2 contains 19414 members 
Mstep: Class 3 contains 26917 members 
Mstep: Class 4 contains 1254 members 
Mstep: Class 5 contains 4303 members 
Mstep: Class 6 contains 23625 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 4364 members 
Mstep: Class 9 contains 134434 members 
Mstep: Class 10 contains 9224 members 
Mstep: Class 11 contains 73442 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 85954 members 
Mstep: Class 14 contains 3881 members 
Mstep: Class 15 contains 27782 members 
Mstep: Class 16 contains 133963 members 
Mstep: Class 17 contains 11188 members 
Mstep: Class 18 contains 6736 members 
Mstep: Class 19 contains 16157 members 
Mstep: Class 20 contains 9358 members 
Mstep: Class 21 contains 5609 members 
Mstep: Class 22 contains 27853 members 
Mstep: Class 23 contains 86093 members 
Mstep: Class 24 contains 6994 members 
Mstep: Class 25 contains 11155 members 
Mstep: Class 26 contains 4164 members 
Mstep: Class 27 contains 11591 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2540 members 
Mstep: Class 30 contains 30566 members 
Mstep: Class 31 contains 7624 members 
Mstep: Class 32 contains 316 members 
Mstep: Class 33 contains 308 members 
Entering Unmasked Estep 
Score: -108937784.000000 Penalty: 73429.796875
Splitting cluster 7 changes total score from -108938768.000000 to -108937784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Entering Unmasked Estep 
Score: -551039.125000 Penalty: 1361.936035
	Iteration 0F: 2 clusters Score -551039.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -547466.500000 Penalty: 2723.872070
	Iteration 0F: 3 clusters Score -547466.5 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -548365.437500 Penalty: 2723.872070
	Iteration 1F: 3 clusters Score -548365.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -548531.875000 Penalty: 2723.872070
	Iteration 2F: 3 clusters Score -548531.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -548663.375000 Penalty: 2723.872070
	Iteration 3F: 3 clusters Score -548663.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -548774.625000 Penalty: 2723.872070
	Iteration 4Q: 3 clusters Score -548774.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -548855.750000 Penalty: 2723.872070
	Iteration 5Q: 3 clusters Score -548855.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -548925.625000 Penalty: 2723.872070
	Iteration 6Q: 3 clusters Score -548925.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -548994.750000 Penalty: 2723.872070
	Iteration 7Q: 3 clusters Score -548994.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -549082.562500 Penalty: 2723.872070
	Iteration 8Q: 3 clusters Score -549082.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -549175.250000 Penalty: 2723.872070
	Iteration 9Q: 3 clusters Score -549175.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -549262.500000 Penalty: 2723.872070
	Iteration 10Q: 3 clusters Score -549262.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -549347.250000 Penalty: 2723.872070
	Iteration 11Q: 3 clusters Score -549347.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -549432.375000 Penalty: 2723.872070
	Iteration 12Q: 3 clusters Score -549432.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -549509.562500 Penalty: 2723.872070
	Iteration 13Q: 3 clusters Score -549509.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -549580.750000 Penalty: 2723.872070
	Iteration 14Q: 3 clusters Score -549580.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -549632.937500 Penalty: 2723.872070
	Iteration 15Q: 3 clusters Score -549632.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -549683.375000 Penalty: 2723.872070
	Iteration 16Q: 3 clusters Score -549683.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -549719.062500 Penalty: 2723.872070
	Iteration 17Q: 3 clusters Score -549719.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -549752.562500 Penalty: 2723.872070
	Iteration 18Q: 3 clusters Score -549752.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -549781.250000 Penalty: 2723.872070
	Iteration 19Q: 3 clusters Score -549781.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -549797.312500 Penalty: 2723.872070
	Iteration 20F: 3 clusters Score -549797.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -549812.062500 Penalty: 2723.872070
	Iteration 21Q: 3 clusters Score -549812.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -549826.687500 Penalty: 2723.872070
	Iteration 22Q: 3 clusters Score -549826.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -549840.250000 Penalty: 2723.872070
	Iteration 23Q: 3 clusters Score -549840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -549846.187500 Penalty: 2723.872070
	Iteration 24Q: 3 clusters Score -549846.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -549853.125000 Penalty: 2723.872070
	Iteration 25Q: 3 clusters Score -549853.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -549858.375000 Penalty: 2723.872070
	Iteration 26Q: 3 clusters Score -549858.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -549865.125000 Penalty: 2723.872070
	Iteration 27Q: 3 clusters Score -549865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -549865.812500 Penalty: 2723.872070
	Iteration 28Q: 3 clusters Score -549865.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -549866.812500 Penalty: 2723.872070
	Iteration 29Q: 3 clusters Score -549866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -549867.500000 Penalty: 2723.872070
	Iteration 30Q: 3 clusters Score -549867.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -549869.250000 Penalty: 2723.872070
	Iteration 31Q: 3 clusters Score -549869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -549870.062500 Penalty: 2723.872070
	Iteration 32Q: 3 clusters Score -549870.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -549871.687500 Penalty: 2723.872070
	Iteration 33Q: 3 clusters Score -549871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -549873.625000 Penalty: 2723.872070
	Iteration 34Q: 3 clusters Score -549873.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -549873.750000 Penalty: 2723.872070
	Iteration 35Q: 3 clusters Score -549873.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -549873.750000 Penalty: 2723.872070
	Iteration 36Q: 3 clusters Score -549873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -549876.312500 Penalty: 2723.872070
	Iteration 37Q: 3 clusters Score -549876.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -549878.312500 Penalty: 2723.872070
	Iteration 38Q: 3 clusters Score -549878.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -549879.062500 Penalty: 2723.872070
	Iteration 39Q: 3 clusters Score -549879.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -549879.062500 Penalty: 2723.872070
	Iteration 40F: 3 clusters Score -549879.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (134434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134434 members 
Entering Unmasked Estep 
Score: -17189442.000000 Penalty: 1918.934570
	Iteration 0F: 2 clusters Score -1.718944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67064 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -17108510.000000 Penalty: 3837.869141
	Iteration 0F: 3 clusters Score -1.710851e+07 nChanged 64449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 71567 members 
Entering Unmasked Estep 
Score: -17147034.000000 Penalty: 3837.869141
	Iteration 1F: 3 clusters Score -1.714703e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -17148534.000000 Penalty: 3837.869141
	Iteration 2Q: 3 clusters Score -1.714853e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
Score: -17150692.000000 Penalty: 3837.869141
	Iteration 3Q: 3 clusters Score -1.715069e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 83756 members 
Entering Unmasked Estep 
Score: -17154066.000000 Penalty: 3837.869141
	Iteration 4F: 3 clusters Score -1.715407e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -17158734.000000 Penalty: 3837.869141
	Iteration 5F: 3 clusters Score -1.715873e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 98053 members 
Entering Unmasked Estep 
Score: -17165074.000000 Penalty: 3837.869141
	Iteration 6F: 3 clusters Score -1.716507e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 104700 members 
Entering Unmasked Estep 
Score: -17171844.000000 Penalty: 3837.869141
	Iteration 7F: 3 clusters Score -1.717184e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 109061 members 
Entering Unmasked Estep 
Score: -17177098.000000 Penalty: 3837.869141
	Iteration 8Q: 3 clusters Score -1.71771e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 111537 members 
Entering Unmasked Estep 
Score: -17180926.000000 Penalty: 3837.869141
	Iteration 9Q: 3 clusters Score -1.718093e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 113375 members 
Entering Unmasked Estep 
Score: -17182980.000000 Penalty: 3837.869141
	Iteration 10Q: 3 clusters Score -1.718298e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -17184586.000000 Penalty: 3837.869141
	Iteration 11Q: 3 clusters Score -1.718459e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 116773 members 
Entering Unmasked Estep 
Score: -17185736.000000 Penalty: 3837.869141
	Iteration 12Q: 3 clusters Score -1.718574e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 118487 members 
Entering Unmasked Estep 
Score: -17186602.000000 Penalty: 3837.869141
	Iteration 13Q: 3 clusters Score -1.71866e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 120096 members 
Entering Unmasked Estep 
Score: -17187324.000000 Penalty: 3837.869141
	Iteration 14Q: 3 clusters Score -1.718732e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 121682 members 
Entering Unmasked Estep 
Score: -17187930.000000 Penalty: 3837.869141
	Iteration 15Q: 3 clusters Score -1.718793e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 123251 members 
Entering Unmasked Estep 
Score: -17188452.000000 Penalty: 3837.869141
	Iteration 16Q: 3 clusters Score -1.718845e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 124691 members 
Entering Unmasked Estep 
Score: -17188834.000000 Penalty: 3837.869141
	Iteration 17Q: 3 clusters Score -1.718883e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 125978 members 
Entering Unmasked Estep 
Score: -17188984.000000 Penalty: 3837.869141
	Iteration 18Q: 3 clusters Score -1.718898e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 127145 members 
Entering Unmasked Estep 
Score: -17189058.000000 Penalty: 3837.869141
	Iteration 19Q: 3 clusters Score -1.718906e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 128246 members 
Entering Unmasked Estep 
Score: -17189154.000000 Penalty: 3837.869141
	Iteration 20F: 3 clusters Score -1.718915e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 129220 members 
Entering Unmasked Estep 
Score: -17189150.000000 Penalty: 3837.869141
	Iteration 21Q: 3 clusters Score -1.718915e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 130090 members 
Entering Unmasked Estep 
Score: -17189068.000000 Penalty: 3837.869141
	Iteration 22Q: 3 clusters Score -1.718907e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 130855 members 
Entering Unmasked Estep 
Score: -17188964.000000 Penalty: 3837.869141
	Iteration 23Q: 3 clusters Score -1.718896e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 131466 members 
Entering Unmasked Estep 
Score: -17188854.000000 Penalty: 3837.869141
	Iteration 24Q: 3 clusters Score -1.718885e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 131960 members 
Entering Unmasked Estep 
Score: -17188764.000000 Penalty: 3837.869141
	Iteration 25Q: 3 clusters Score -1.718876e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 132370 members 
Entering Unmasked Estep 
Score: -17188652.000000 Penalty: 3837.869141
	Iteration 26Q: 3 clusters Score -1.718865e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 132668 members 
Entering Unmasked Estep 
Score: -17188608.000000 Penalty: 3837.869141
	Iteration 27Q: 3 clusters Score -1.718861e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 132880 members 
Entering Unmasked Estep 
Score: -17188540.000000 Penalty: 3837.869141
	Iteration 28Q: 3 clusters Score -1.718854e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 133024 members 
Entering Unmasked Estep 
Score: -17188570.000000 Penalty: 3837.869141
	Iteration 29Q: 3 clusters Score -1.718857e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 133139 members 
Entering Unmasked Estep 
Score: -17188498.000000 Penalty: 3837.869141
	Iteration 30Q: 3 clusters Score -1.71885e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 133238 members 
Entering Unmasked Estep 
Score: -17188460.000000 Penalty: 3837.869141
	Iteration 31Q: 3 clusters Score -1.718846e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 133313 members 
Entering Unmasked Estep 
Score: -17188430.000000 Penalty: 3837.869141
	Iteration 32Q: 3 clusters Score -1.718843e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 133377 members 
Entering Unmasked Estep 
Score: -17188410.000000 Penalty: 3837.869141
	Iteration 33Q: 3 clusters Score -1.718841e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 133426 members 
Entering Unmasked Estep 
Score: -17188388.000000 Penalty: 3837.869141
	Iteration 34Q: 3 clusters Score -1.718839e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 133458 members 
Entering Unmasked Estep 
Score: -17188382.000000 Penalty: 3837.869141
	Iteration 35Q: 3 clusters Score -1.718838e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 133482 members 
Entering Unmasked Estep 
Score: -17188392.000000 Penalty: 3837.869141
	Iteration 36Q: 3 clusters Score -1.718839e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 133500 members 
Entering Unmasked Estep 
Score: -17188388.000000 Penalty: 3837.869141
	Iteration 37Q: 3 clusters Score -1.718839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 133518 members 
Entering Unmasked Estep 
Score: -17188394.000000 Penalty: 3837.869141
	Iteration 38Q: 3 clusters Score -1.718839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 133537 members 
Entering Unmasked Estep 
Score: -17188396.000000 Penalty: 3837.869141
	Iteration 39Q: 3 clusters Score -1.71884e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 133554 members 
Entering Unmasked Estep 
Score: -17188398.000000 Penalty: 3837.869141
	Iteration 40F: 3 clusters Score -1.71884e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 133569 members 
Entering Unmasked Estep 
Score: -17188368.000000 Penalty: 3837.869141
	Iteration 41Q: 3 clusters Score -1.718837e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 133576 members 
Entering Unmasked Estep 
Score: -17188394.000000 Penalty: 3837.869141
	Iteration 42Q: 3 clusters Score -1.718839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 133586 members 
Entering Unmasked Estep 
Score: -17188394.000000 Penalty: 3837.869141
	Iteration 43Q: 3 clusters Score -1.718839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 133593 members 
Entering Unmasked Estep 
Score: -17188386.000000 Penalty: 3837.869141
	Iteration 44Q: 3 clusters Score -1.718839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 133598 members 
Entering Unmasked Estep 
Score: -17188374.000000 Penalty: 3837.869141
	Iteration 45Q: 3 clusters Score -1.718837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 133600 members 
Entering Unmasked Estep 
Score: -17188376.000000 Penalty: 3837.869141
	Iteration 46Q: 3 clusters Score -1.718838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 133603 members 
Entering Unmasked Estep 
Score: -17188380.000000 Penalty: 3837.869141
	Iteration 47Q: 3 clusters Score -1.718838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 133607 members 
Entering Unmasked Estep 
Score: -17188382.000000 Penalty: 3837.869141
	Iteration 48Q: 3 clusters Score -1.718838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 133610 members 
Entering Unmasked Estep 
Score: -17188380.000000 Penalty: 3837.869141
	Iteration 49Q: 3 clusters Score -1.718838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 133616 members 
Entering Unmasked Estep 
Score: -17188392.000000 Penalty: 3837.869141
	Iteration 50Q: 3 clusters Score -1.718839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 133621 members 
Entering Unmasked Estep 
Score: -17188392.000000 Penalty: 3837.869141
	Iteration 51Q: 3 clusters Score -1.718839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 133625 members 
Entering Unmasked Estep 
Score: -17188396.000000 Penalty: 3837.869141
	Iteration 52Q: 3 clusters Score -1.71884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 133634 members 
Entering Unmasked Estep 
Score: -17188384.000000 Penalty: 3837.869141
	Iteration 53Q: 3 clusters Score -1.718838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 133644 members 
Entering Unmasked Estep 
Score: -17188380.000000 Penalty: 3837.869141
	Iteration 54Q: 3 clusters Score -1.718838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 133647 members 
Entering Unmasked Estep 
Score: -17188388.000000 Penalty: 3837.869141
	Iteration 55Q: 3 clusters Score -1.718839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 133652 members 
Entering Unmasked Estep 
Score: -17188402.000000 Penalty: 3837.869141
	Iteration 56Q: 3 clusters Score -1.71884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 133658 members 
Entering Unmasked Estep 
Score: -17188400.000000 Penalty: 3837.869141
	Iteration 57Q: 3 clusters Score -1.71884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 133665 members 
Entering Unmasked Estep 
Score: -17188386.000000 Penalty: 3837.869141
	Iteration 58Q: 3 clusters Score -1.718839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 133670 members 
Entering Unmasked Estep 
Score: -17188380.000000 Penalty: 3837.869141
	Iteration 59Q: 3 clusters Score -1.718838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 133673 members 
Entering Unmasked Estep 
Score: -17188390.000000 Penalty: 3837.869141
	Iteration 60F: 3 clusters Score -1.718839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 133679 members 
Entering Unmasked Estep 
Score: -17188388.000000 Penalty: 3837.869141
	Iteration 61Q: 3 clusters Score -1.718839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 133689 members 
Entering Unmasked Estep 
Score: -17188386.000000 Penalty: 3837.869141
	Iteration 62Q: 3 clusters Score -1.718839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 133694 members 
Entering Unmasked Estep 
Score: -17188374.000000 Penalty: 3837.869141
	Iteration 63Q: 3 clusters Score -1.718837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 133700 members 
Entering Unmasked Estep 
Score: -17188376.000000 Penalty: 3837.869141
	Iteration 64Q: 3 clusters Score -1.718838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 133702 members 
Entering Unmasked Estep 
Score: -17188374.000000 Penalty: 3837.869141
	Iteration 65Q: 3 clusters Score -1.718837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 133704 members 
Entering Unmasked Estep 
Score: -17188378.000000 Penalty: 3837.869141
	Iteration 66Q: 3 clusters Score -1.718838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 133705 members 
Entering Unmasked Estep 
Score: -17188378.000000 Penalty: 3837.869141
	Iteration 67Q: 3 clusters Score -1.718838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 133710 members 
Entering Unmasked Estep 
Score: -17188376.000000 Penalty: 3837.869141
	Iteration 68Q: 3 clusters Score -1.718838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 133712 members 
Entering Unmasked Estep 
Score: -17188376.000000 Penalty: 3837.869141
	Iteration 69Q: 3 clusters Score -1.718838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 133712 members 
Entering Unmasked Estep 
Score: -17188378.000000 Penalty: 3837.869141
	Iteration 70Q: 3 clusters Score -1.718838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 133712 members 
Entering Unmasked Estep 
Score: -17188378.000000 Penalty: 3837.869141
	Iteration 71F: 3 clusters Score -1.718838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Entering Unmasked Estep 
Score: -1157470.375000 Penalty: 1483.554199
	Iteration 0F: 2 clusters Score -1157470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1150815.875000 Penalty: 2967.108398
	Iteration 0F: 3 clusters Score -1150816 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1153012.875000 Penalty: 2967.108398
	Iteration 1F: 3 clusters Score -1153013 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1153345.375000 Penalty: 2967.108398
	Iteration 2F: 3 clusters Score -1153345 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1153635.750000 Penalty: 2967.108398
	Iteration 3F: 3 clusters Score -1153636 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1153958.000000 Penalty: 2967.108398
	Iteration 4F: 3 clusters Score -1153958 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1154293.375000 Penalty: 2967.108398
	Iteration 5F: 3 clusters Score -1154293 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1154583.750000 Penalty: 2967.108398
	Iteration 6F: 3 clusters Score -1154584 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1154817.000000 Penalty: 2967.108398
	Iteration 7Q: 3 clusters Score -1154817 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1155022.500000 Penalty: 2967.108398
	Iteration 8Q: 3 clusters Score -1155022 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1155191.500000 Penalty: 2967.108398
	Iteration 9Q: 3 clusters Score -1155192 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1155315.375000 Penalty: 2967.108398
	Iteration 10Q: 3 clusters Score -1155315 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1155399.375000 Penalty: 2967.108398
	Iteration 11Q: 3 clusters Score -1155399 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1155454.000000 Penalty: 2967.108398
	Iteration 12Q: 3 clusters Score -1155454 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1155491.625000 Penalty: 2967.108398
	Iteration 13Q: 3 clusters Score -1155492 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1155516.500000 Penalty: 2967.108398
	Iteration 14Q: 3 clusters Score -1155516 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1155542.625000 Penalty: 2967.108398
	Iteration 15Q: 3 clusters Score -1155543 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1155563.375000 Penalty: 2967.108398
	Iteration 16Q: 3 clusters Score -1155563 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1155579.625000 Penalty: 2967.108398
	Iteration 17Q: 3 clusters Score -1155580 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1155594.625000 Penalty: 2967.108398
	Iteration 18Q: 3 clusters Score -1155595 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1155612.750000 Penalty: 2967.108398
	Iteration 19Q: 3 clusters Score -1155613 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1155629.250000 Penalty: 2967.108398
	Iteration 20F: 3 clusters Score -1155629 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1155640.750000 Penalty: 2967.108398
	Iteration 21Q: 3 clusters Score -1155641 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1155653.000000 Penalty: 2967.108398
	Iteration 22Q: 3 clusters Score -1155653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1155661.000000 Penalty: 2967.108398
	Iteration 23Q: 3 clusters Score -1155661 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1155667.500000 Penalty: 2967.108398
	Iteration 24Q: 3 clusters Score -1155668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1155674.000000 Penalty: 2967.108398
	Iteration 25Q: 3 clusters Score -1155674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1155675.500000 Penalty: 2967.108398
	Iteration 26Q: 3 clusters Score -1155676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1155676.000000 Penalty: 2967.108398
	Iteration 27Q: 3 clusters Score -1155676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1155683.250000 Penalty: 2967.108398
	Iteration 28Q: 3 clusters Score -1155683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1155689.000000 Penalty: 2967.108398
	Iteration 29Q: 3 clusters Score -1155689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1155697.000000 Penalty: 2967.108398
	Iteration 30Q: 3 clusters Score -1155697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1155707.375000 Penalty: 2967.108398
	Iteration 31Q: 3 clusters Score -1155707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1155721.625000 Penalty: 2967.108398
	Iteration 32Q: 3 clusters Score -1155722 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1155732.375000 Penalty: 2967.108398
	Iteration 33Q: 3 clusters Score -1155732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1155747.375000 Penalty: 2967.108398
	Iteration 34Q: 3 clusters Score -1155747 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1155764.250000 Penalty: 2967.108398
	Iteration 35Q: 3 clusters Score -1155764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1155775.125000 Penalty: 2967.108398
	Iteration 36Q: 3 clusters Score -1155775 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1155786.750000 Penalty: 2967.108398
	Iteration 37Q: 3 clusters Score -1155787 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1155799.750000 Penalty: 2967.108398
	Iteration 38Q: 3 clusters Score -1155800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1155818.125000 Penalty: 2967.108398
	Iteration 39Q: 3 clusters Score -1155818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1155836.625000 Penalty: 2967.108398
	Iteration 40F: 3 clusters Score -1155837 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1155858.500000 Penalty: 2967.108398
	Iteration 41Q: 3 clusters Score -1155858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1155888.500000 Penalty: 2967.108398
	Iteration 42Q: 3 clusters Score -1155888 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1155926.500000 Penalty: 2967.108398
	Iteration 43Q: 3 clusters Score -1155926 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1155955.875000 Penalty: 2967.108398
	Iteration 44Q: 3 clusters Score -1155956 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1155974.750000 Penalty: 2967.108398
	Iteration 45Q: 3 clusters Score -1155975 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1155998.250000 Penalty: 2967.108398
	Iteration 46Q: 3 clusters Score -1155998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1156027.875000 Penalty: 2967.108398
	Iteration 47Q: 3 clusters Score -1156028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1156051.875000 Penalty: 2967.108398
	Iteration 48Q: 3 clusters Score -1156052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1156070.750000 Penalty: 2967.108398
	Iteration 49Q: 3 clusters Score -1156071 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1156085.000000 Penalty: 2967.108398
	Iteration 50Q: 3 clusters Score -1156085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1156096.375000 Penalty: 2967.108398
	Iteration 51Q: 3 clusters Score -1156096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1156099.500000 Penalty: 2967.108398
	Iteration 52Q: 3 clusters Score -1156100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1156105.000000 Penalty: 2967.108398
	Iteration 53Q: 3 clusters Score -1156105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1156107.750000 Penalty: 2967.108398
	Iteration 54Q: 3 clusters Score -1156108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1156108.375000 Penalty: 2967.108398
	Iteration 55Q: 3 clusters Score -1156108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1156108.000000 Penalty: 2967.108398
	Iteration 56Q: 3 clusters Score -1156108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1156112.125000 Penalty: 2967.108398
	Iteration 57Q: 3 clusters Score -1156112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1156113.000000 Penalty: 2967.108398
	Iteration 58Q: 3 clusters Score -1156113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1156111.500000 Penalty: 2967.108398
	Iteration 59Q: 3 clusters Score -1156112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1156112.500000 Penalty: 2967.108398
	Iteration 60F: 3 clusters Score -1156112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1156116.500000 Penalty: 2967.108398
	Iteration 61Q: 3 clusters Score -1156116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1156117.125000 Penalty: 2967.108398
	Iteration 62Q: 3 clusters Score -1156117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1156117.500000 Penalty: 2967.108398
	Iteration 63Q: 3 clusters Score -1156118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1156119.000000 Penalty: 2967.108398
	Iteration 64Q: 3 clusters Score -1156119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1156119.000000 Penalty: 2967.108398
	Iteration 65F: 3 clusters Score -1156119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Entering Unmasked Estep 
Score: -8698258.000000 Penalty: 1820.690796
	Iteration 0F: 2 clusters Score -8698258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -8648902.000000 Penalty: 3641.381592
	Iteration 0F: 3 clusters Score -8648902 nChanged 34854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -8669114.000000 Penalty: 3641.381592
	Iteration 1F: 3 clusters Score -8669114 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -8669958.000000 Penalty: 3641.381592
	Iteration 2Q: 3 clusters Score -8669958 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -8671120.000000 Penalty: 3641.381592
	Iteration 3Q: 3 clusters Score -8671120 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -8672879.000000 Penalty: 3641.381592
	Iteration 4F: 3 clusters Score -8672879 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -8675603.000000 Penalty: 3641.381592
	Iteration 5F: 3 clusters Score -8675603 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -8679428.000000 Penalty: 3641.381592
	Iteration 6F: 3 clusters Score -8679428 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -8683837.000000 Penalty: 3641.381592
	Iteration 7F: 3 clusters Score -8683837 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61330 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -8687878.000000 Penalty: 3641.381592
	Iteration 8F: 3 clusters Score -8687878 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -8691080.000000 Penalty: 3641.381592
	Iteration 9Q: 3 clusters Score -8691080 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -8693324.000000 Penalty: 3641.381592
	Iteration 10Q: 3 clusters Score -8693324 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -8694748.000000 Penalty: 3641.381592
	Iteration 11Q: 3 clusters Score -8694748 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -8695696.000000 Penalty: 3641.381592
	Iteration 12Q: 3 clusters Score -8695696 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8696237.000000 Penalty: 3641.381592
	Iteration 13Q: 3 clusters Score -8696237 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8696511.000000 Penalty: 3641.381592
	Iteration 14Q: 3 clusters Score -8696511 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8696708.000000 Penalty: 3641.381592
	Iteration 15Q: 3 clusters Score -8696708 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72001 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8696810.000000 Penalty: 3641.381592
	Iteration 16Q: 3 clusters Score -8696810 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72145 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8696896.000000 Penalty: 3641.381592
	Iteration 17Q: 3 clusters Score -8696896 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8696935.000000 Penalty: 3641.381592
	Iteration 18Q: 3 clusters Score -8696935 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72307 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8696973.000000 Penalty: 3641.381592
	Iteration 19Q: 3 clusters Score -8696973 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72362 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8696985.000000 Penalty: 3641.381592
	Iteration 20F: 3 clusters Score -8696985 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8697004.000000 Penalty: 3641.381592
	Iteration 21Q: 3 clusters Score -8697004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8697037.000000 Penalty: 3641.381592
	Iteration 22Q: 3 clusters Score -8697037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8697063.000000 Penalty: 3641.381592
	Iteration 23Q: 3 clusters Score -8697063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8697071.000000 Penalty: 3641.381592
	Iteration 24Q: 3 clusters Score -8697071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72511 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8697081.000000 Penalty: 3641.381592
	Iteration 25Q: 3 clusters Score -8697081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8697086.000000 Penalty: 3641.381592
	Iteration 26Q: 3 clusters Score -8697086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72529 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8697089.000000 Penalty: 3641.381592
	Iteration 27Q: 3 clusters Score -8697089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72536 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8697097.000000 Penalty: 3641.381592
	Iteration 28Q: 3 clusters Score -8697097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72544 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8697098.000000 Penalty: 3641.381592
	Iteration 29Q: 3 clusters Score -8697098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8697106.000000 Penalty: 3641.381592
	Iteration 30Q: 3 clusters Score -8697106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8697109.000000 Penalty: 3641.381592
	Iteration 31Q: 3 clusters Score -8697109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8697107.000000 Penalty: 3641.381592
	Iteration 32Q: 3 clusters Score -8697107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8697111.000000 Penalty: 3641.381592
	Iteration 33Q: 3 clusters Score -8697111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72560 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8697110.000000 Penalty: 3641.381592
	Iteration 34Q: 3 clusters Score -8697110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72561 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8697114.000000 Penalty: 3641.381592
	Iteration 35Q: 3 clusters Score -8697114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8697119.000000 Penalty: 3641.381592
	Iteration 36Q: 3 clusters Score -8697119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8697117.000000 Penalty: 3641.381592
	Iteration 37Q: 3 clusters Score -8697117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72576 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8697124.000000 Penalty: 3641.381592
	Iteration 38Q: 3 clusters Score -8697124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72579 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8697121.000000 Penalty: 3641.381592
	Iteration 39Q: 3 clusters Score -8697121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72580 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8697120.000000 Penalty: 3641.381592
	Iteration 40F: 3 clusters Score -8697120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72580 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8697123.000000 Penalty: 3641.381592
	Iteration 41Q: 3 clusters Score -8697123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72580 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8697123.000000 Penalty: 3641.381592
	Iteration 42F: 3 clusters Score -8697123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -40603.593750 Penalty: 960.063477
	Iteration 0F: 2 clusters Score -40603.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39744.011719 Penalty: 1920.126953
	Iteration 0F: 3 clusters Score -39744.01 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39884.636719 Penalty: 1920.126953
	Iteration 1F: 3 clusters Score -39884.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39943.652344 Penalty: 1920.126953
	Iteration 2F: 3 clusters Score -39943.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39971.679688 Penalty: 1920.126953
	Iteration 3Q: 3 clusters Score -39971.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39986.269531 Penalty: 1920.126953
	Iteration 4Q: 3 clusters Score -39986.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39992.863281 Penalty: 1920.126953
	Iteration 5Q: 3 clusters Score -39992.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39995.875000 Penalty: 1920.126953
	Iteration 6Q: 3 clusters Score -39995.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39995.875000 Penalty: 1920.126953
	Iteration 7F: 3 clusters Score -39995.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (85954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85954 members 
Entering Unmasked Estep 
Score: -11031467.000000 Penalty: 1846.254761
	Iteration 0F: 2 clusters Score -1.103147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -10975519.000000 Penalty: 3692.509521
	Iteration 0F: 3 clusters Score -1.097552e+07 nChanged 40928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -10998754.000000 Penalty: 3692.509521
	Iteration 1F: 3 clusters Score -1.099875e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -10999378.000000 Penalty: 3692.509521
	Iteration 2Q: 3 clusters Score -1.099938e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -11000146.000000 Penalty: 3692.509521
	Iteration 3Q: 3 clusters Score -1.100015e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -11001273.000000 Penalty: 3692.509521
	Iteration 4Q: 3 clusters Score -1.100127e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -11003047.000000 Penalty: 3692.509521
	Iteration 5Q: 3 clusters Score -1.100305e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -11006041.000000 Penalty: 3692.509521
	Iteration 6F: 3 clusters Score -1.100604e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -11010827.000000 Penalty: 3692.509521
	Iteration 7F: 3 clusters Score -1.101083e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -11016709.000000 Penalty: 3692.509521
	Iteration 8F: 3 clusters Score -1.101671e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76233 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -11021997.000000 Penalty: 3692.509521
	Iteration 9F: 3 clusters Score -1.1022e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -11025607.000000 Penalty: 3692.509521
	Iteration 10Q: 3 clusters Score -1.102561e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -11027617.000000 Penalty: 3692.509521
	Iteration 11Q: 3 clusters Score -1.102762e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -11028624.000000 Penalty: 3692.509521
	Iteration 12Q: 3 clusters Score -1.102862e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84540 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -11029062.000000 Penalty: 3692.509521
	Iteration 13Q: 3 clusters Score -1.102906e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84921 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11029409.000000 Penalty: 3692.509521
	Iteration 14Q: 3 clusters Score -1.102941e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85156 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -11029633.000000 Penalty: 3692.509521
	Iteration 15Q: 3 clusters Score -1.102963e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85273 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -11029698.000000 Penalty: 3692.509521
	Iteration 16Q: 3 clusters Score -1.10297e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85348 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11029769.000000 Penalty: 3692.509521
	Iteration 17Q: 3 clusters Score -1.102977e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85406 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11029785.000000 Penalty: 3692.509521
	Iteration 18Q: 3 clusters Score -1.102978e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85457 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -11029814.000000 Penalty: 3692.509521
	Iteration 19Q: 3 clusters Score -1.102981e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85489 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11029838.000000 Penalty: 3692.509521
	Iteration 20F: 3 clusters Score -1.102984e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85514 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -11029845.000000 Penalty: 3692.509521
	Iteration 21Q: 3 clusters Score -1.102984e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85528 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -11029862.000000 Penalty: 3692.509521
	Iteration 22Q: 3 clusters Score -1.102986e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85538 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11029862.000000 Penalty: 3692.509521
	Iteration 23Q: 3 clusters Score -1.102986e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -11029872.000000 Penalty: 3692.509521
	Iteration 24Q: 3 clusters Score -1.102987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85563 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11029886.000000 Penalty: 3692.509521
	Iteration 25Q: 3 clusters Score -1.102989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -11029894.000000 Penalty: 3692.509521
	Iteration 26Q: 3 clusters Score -1.102989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11029902.000000 Penalty: 3692.509521
	Iteration 27Q: 3 clusters Score -1.10299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11029912.000000 Penalty: 3692.509521
	Iteration 28Q: 3 clusters Score -1.102991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11029913.000000 Penalty: 3692.509521
	Iteration 29Q: 3 clusters Score -1.102991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11029914.000000 Penalty: 3692.509521
	Iteration 30Q: 3 clusters Score -1.102991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11029915.000000 Penalty: 3692.509521
	Iteration 31Q: 3 clusters Score -1.102992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11029917.000000 Penalty: 3692.509521
	Iteration 32Q: 3 clusters Score -1.102992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85579 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11029923.000000 Penalty: 3692.509521
	Iteration 33Q: 3 clusters Score -1.102992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85578 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11029918.000000 Penalty: 3692.509521
	Iteration 34Q: 3 clusters Score -1.102992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85579 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11029915.000000 Penalty: 3692.509521
	Iteration 35Q: 3 clusters Score -1.102992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85578 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11029922.000000 Penalty: 3692.509521
	Iteration 36Q: 3 clusters Score -1.102992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -11029911.000000 Penalty: 3692.509521
	Iteration 37Q: 3 clusters Score -1.102991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -11029921.000000 Penalty: 3692.509521
	Iteration 38Q: 3 clusters Score -1.102992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -11029918.000000 Penalty: 3692.509521
	Iteration 39Q: 3 clusters Score -1.102992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -11029918.000000 Penalty: 3692.509521
	Iteration 40F: 3 clusters Score -1.102992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -414555.843750 Penalty: 1342.875366
	Iteration 0F: 2 clusters Score -414555.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -411292.000000 Penalty: 2685.750732
	Iteration 0F: 3 clusters Score -411292 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -412436.625000 Penalty: 2685.750732
	Iteration 1F: 3 clusters Score -412436.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -412800.500000 Penalty: 2685.750732
	Iteration 2F: 3 clusters Score -412800.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -413127.093750 Penalty: 2685.750732
	Iteration 3F: 3 clusters Score -413127.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -413333.718750 Penalty: 2685.750732
	Iteration 4F: 3 clusters Score -413333.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -413514.000000 Penalty: 2685.750732
	Iteration 5F: 3 clusters Score -413514 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -413641.468750 Penalty: 2685.750732
	Iteration 6Q: 3 clusters Score -413641.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -413701.281250 Penalty: 2685.750732
	Iteration 7Q: 3 clusters Score -413701.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -413727.625000 Penalty: 2685.750732
	Iteration 8Q: 3 clusters Score -413727.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -413742.687500 Penalty: 2685.750732
	Iteration 9Q: 3 clusters Score -413742.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -413752.250000 Penalty: 2685.750732
	Iteration 10Q: 3 clusters Score -413752.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -413760.500000 Penalty: 2685.750732
	Iteration 11Q: 3 clusters Score -413760.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -413770.125000 Penalty: 2685.750732
	Iteration 12Q: 3 clusters Score -413770.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -413779.031250 Penalty: 2685.750732
	Iteration 13Q: 3 clusters Score -413779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -413787.718750 Penalty: 2685.750732
	Iteration 14Q: 3 clusters Score -413787.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -413794.687500 Penalty: 2685.750732
	Iteration 15Q: 3 clusters Score -413794.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -413801.218750 Penalty: 2685.750732
	Iteration 16Q: 3 clusters Score -413801.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -413805.875000 Penalty: 2685.750732
	Iteration 17Q: 3 clusters Score -413805.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -413812.812500 Penalty: 2685.750732
	Iteration 18Q: 3 clusters Score -413812.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -413818.500000 Penalty: 2685.750732
	Iteration 19Q: 3 clusters Score -413818.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -413827.218750 Penalty: 2685.750732
	Iteration 20F: 3 clusters Score -413827.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -413834.375000 Penalty: 2685.750732
	Iteration 21Q: 3 clusters Score -413834.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -413840.062500 Penalty: 2685.750732
	Iteration 22Q: 3 clusters Score -413840.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -413848.468750 Penalty: 2685.750732
	Iteration 23Q: 3 clusters Score -413848.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -413855.812500 Penalty: 2685.750732
	Iteration 24Q: 3 clusters Score -413855.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -413863.375000 Penalty: 2685.750732
	Iteration 25Q: 3 clusters Score -413863.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -413870.906250 Penalty: 2685.750732
	Iteration 26Q: 3 clusters Score -413870.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -413876.250000 Penalty: 2685.750732
	Iteration 27Q: 3 clusters Score -413876.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -413880.718750 Penalty: 2685.750732
	Iteration 28Q: 3 clusters Score -413880.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -413884.437500 Penalty: 2685.750732
	Iteration 29Q: 3 clusters Score -413884.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -413887.562500 Penalty: 2685.750732
	Iteration 30Q: 3 clusters Score -413887.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -413892.062500 Penalty: 2685.750732
	Iteration 31Q: 3 clusters Score -413892.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -413895.187500 Penalty: 2685.750732
	Iteration 32Q: 3 clusters Score -413895.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -413898.906250 Penalty: 2685.750732
	Iteration 33Q: 3 clusters Score -413898.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -413900.406250 Penalty: 2685.750732
	Iteration 34Q: 3 clusters Score -413900.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -413901.562500 Penalty: 2685.750732
	Iteration 35Q: 3 clusters Score -413901.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -413901.218750 Penalty: 2685.750732
	Iteration 36Q: 3 clusters Score -413901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -413901.875000 Penalty: 2685.750732
	Iteration 37Q: 3 clusters Score -413901.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -413902.656250 Penalty: 2685.750732
	Iteration 38Q: 3 clusters Score -413902.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -413903.500000 Penalty: 2685.750732
	Iteration 39Q: 3 clusters Score -413903.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -413904.312500 Penalty: 2685.750732
	Iteration 40F: 3 clusters Score -413904.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -413905.156250 Penalty: 2685.750732
	Iteration 41Q: 3 clusters Score -413905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -413906.312500 Penalty: 2685.750732
	Iteration 42Q: 3 clusters Score -413906.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -413908.000000 Penalty: 2685.750732
	Iteration 43Q: 3 clusters Score -413908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -413908.000000 Penalty: 2685.750732
	Iteration 44F: 3 clusters Score -413908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Entering Unmasked Estep 
Score: -3583982.250000 Penalty: 1662.723267
	Iteration 0F: 2 clusters Score -3583982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3565290.500000 Penalty: 3325.446533
	Iteration 0F: 3 clusters Score -3565290 nChanged 12713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3572081.000000 Penalty: 3325.446533
	Iteration 1F: 3 clusters Score -3572081 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3572430.750000 Penalty: 3325.446533
	Iteration 2Q: 3 clusters Score -3572431 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3572794.000000 Penalty: 3325.446533
	Iteration 3Q: 3 clusters Score -3572794 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3573173.000000 Penalty: 3325.446533
	Iteration 4Q: 3 clusters Score -3573173 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3573577.250000 Penalty: 3325.446533
	Iteration 5Q: 3 clusters Score -3573577 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3574025.000000 Penalty: 3325.446533
	Iteration 6Q: 3 clusters Score -3574025 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3574496.750000 Penalty: 3325.446533
	Iteration 7Q: 3 clusters Score -3574497 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3575125.500000 Penalty: 3325.446533
	Iteration 8Q: 3 clusters Score -3575126 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3575847.750000 Penalty: 3325.446533
	Iteration 9Q: 3 clusters Score -3575848 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3576633.000000 Penalty: 3325.446533
	Iteration 10Q: 3 clusters Score -3576633 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3577434.000000 Penalty: 3325.446533
	Iteration 11Q: 3 clusters Score -3577434 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3578097.750000 Penalty: 3325.446533
	Iteration 12Q: 3 clusters Score -3578098 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -3578541.500000 Penalty: 3325.446533
	Iteration 13Q: 3 clusters Score -3578542 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3578834.000000 Penalty: 3325.446533
	Iteration 14Q: 3 clusters Score -3578834 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3579013.500000 Penalty: 3325.446533
	Iteration 15Q: 3 clusters Score -3579014 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -3579172.750000 Penalty: 3325.446533
	Iteration 16Q: 3 clusters Score -3579173 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -3579280.500000 Penalty: 3325.446533
	Iteration 17Q: 3 clusters Score -3579280 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -3579400.250000 Penalty: 3325.446533
	Iteration 18Q: 3 clusters Score -3579400 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -3579524.250000 Penalty: 3325.446533
	Iteration 19Q: 3 clusters Score -3579524 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -3579676.250000 Penalty: 3325.446533
	Iteration 20F: 3 clusters Score -3579676 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3579881.500000 Penalty: 3325.446533
	Iteration 21Q: 3 clusters Score -3579882 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -3580094.250000 Penalty: 3325.446533
	Iteration 22Q: 3 clusters Score -3580094 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3580312.750000 Penalty: 3325.446533
	Iteration 23Q: 3 clusters Score -3580313 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3580580.250000 Penalty: 3325.446533
	Iteration 24Q: 3 clusters Score -3580580 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3580807.000000 Penalty: 3325.446533
	Iteration 25Q: 3 clusters Score -3580807 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3581079.000000 Penalty: 3325.446533
	Iteration 26Q: 3 clusters Score -3581079 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3581314.000000 Penalty: 3325.446533
	Iteration 27Q: 3 clusters Score -3581314 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3581547.750000 Penalty: 3325.446533
	Iteration 28Q: 3 clusters Score -3581548 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3581724.250000 Penalty: 3325.446533
	Iteration 29Q: 3 clusters Score -3581724 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3581908.000000 Penalty: 3325.446533
	Iteration 30Q: 3 clusters Score -3581908 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3582034.750000 Penalty: 3325.446533
	Iteration 31Q: 3 clusters Score -3582035 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3582164.750000 Penalty: 3325.446533
	Iteration 32Q: 3 clusters Score -3582165 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3582269.000000 Penalty: 3325.446533
	Iteration 33Q: 3 clusters Score -3582269 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3582355.250000 Penalty: 3325.446533
	Iteration 34Q: 3 clusters Score -3582355 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3582406.500000 Penalty: 3325.446533
	Iteration 35Q: 3 clusters Score -3582406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3582444.000000 Penalty: 3325.446533
	Iteration 36Q: 3 clusters Score -3582444 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3582483.000000 Penalty: 3325.446533
	Iteration 37Q: 3 clusters Score -3582483 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3582520.750000 Penalty: 3325.446533
	Iteration 38Q: 3 clusters Score -3582521 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3582548.000000 Penalty: 3325.446533
	Iteration 39Q: 3 clusters Score -3582548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3582560.000000 Penalty: 3325.446533
	Iteration 40F: 3 clusters Score -3582560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3582569.250000 Penalty: 3325.446533
	Iteration 41Q: 3 clusters Score -3582569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3582581.250000 Penalty: 3325.446533
	Iteration 42Q: 3 clusters Score -3582581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3582587.750000 Penalty: 3325.446533
	Iteration 43Q: 3 clusters Score -3582588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3582598.000000 Penalty: 3325.446533
	Iteration 44Q: 3 clusters Score -3582598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3582603.750000 Penalty: 3325.446533
	Iteration 45Q: 3 clusters Score -3582604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3582611.250000 Penalty: 3325.446533
	Iteration 46Q: 3 clusters Score -3582611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3582610.750000 Penalty: 3325.446533
	Iteration 47Q: 3 clusters Score -3582611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3582611.500000 Penalty: 3325.446533
	Iteration 48Q: 3 clusters Score -3582612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3582617.000000 Penalty: 3325.446533
	Iteration 49Q: 3 clusters Score -3582617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3582614.500000 Penalty: 3325.446533
	Iteration 50Q: 3 clusters Score -3582614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3582616.500000 Penalty: 3325.446533
	Iteration 51Q: 3 clusters Score -3582616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3582615.000000 Penalty: 3325.446533
	Iteration 52Q: 3 clusters Score -3582615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3582622.500000 Penalty: 3325.446533
	Iteration 53Q: 3 clusters Score -3582622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3582623.250000 Penalty: 3325.446533
	Iteration 54Q: 3 clusters Score -3582623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3582630.500000 Penalty: 3325.446533
	Iteration 55Q: 3 clusters Score -3582630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3582632.750000 Penalty: 3325.446533
	Iteration 56Q: 3 clusters Score -3582633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3582627.250000 Penalty: 3325.446533
	Iteration 57Q: 3 clusters Score -3582627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3582634.250000 Penalty: 3325.446533
	Iteration 58Q: 3 clusters Score -3582634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3582633.500000 Penalty: 3325.446533
	Iteration 59Q: 3 clusters Score -3582634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3582637.750000 Penalty: 3325.446533
	Iteration 60F: 3 clusters Score -3582638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3582638.250000 Penalty: 3325.446533
	Iteration 61Q: 3 clusters Score -3582638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3582643.000000 Penalty: 3325.446533
	Iteration 62Q: 3 clusters Score -3582643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3582644.000000 Penalty: 3325.446533
	Iteration 63Q: 3 clusters Score -3582644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3582654.250000 Penalty: 3325.446533
	Iteration 64Q: 3 clusters Score -3582654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3582655.250000 Penalty: 3325.446533
	Iteration 65Q: 3 clusters Score -3582655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3582653.250000 Penalty: 3325.446533
	Iteration 66Q: 3 clusters Score -3582653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3582653.000000 Penalty: 3325.446533
	Iteration 67Q: 3 clusters Score -3582653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3582652.750000 Penalty: 3325.446533
	Iteration 68Q: 3 clusters Score -3582653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3582653.500000 Penalty: 3325.446533
	Iteration 69Q: 3 clusters Score -3582654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3582654.500000 Penalty: 3325.446533
	Iteration 70Q: 3 clusters Score -3582654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3582657.000000 Penalty: 3325.446533
	Iteration 71Q: 3 clusters Score -3582657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3582657.750000 Penalty: 3325.446533
	Iteration 72Q: 3 clusters Score -3582658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3582664.250000 Penalty: 3325.446533
	Iteration 73Q: 3 clusters Score -3582664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3582662.750000 Penalty: 3325.446533
	Iteration 74Q: 3 clusters Score -3582663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3582662.750000 Penalty: 3325.446533
	Iteration 75F: 3 clusters Score -3582663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (133963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133963 members 
Entering Unmasked Estep 
Score: -16999616.000000 Penalty: 1918.364258
	Iteration 0F: 2 clusters Score -1.699962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -16918490.000000 Penalty: 3836.728516
	Iteration 0F: 3 clusters Score -1.691849e+07 nChanged 64596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -16956858.000000 Penalty: 3836.728516
	Iteration 1F: 3 clusters Score -1.695686e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67529 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -16958680.000000 Penalty: 3836.728516
	Iteration 2Q: 3 clusters Score -1.695868e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -16960838.000000 Penalty: 3836.728516
	Iteration 3Q: 3 clusters Score -1.696084e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -16964058.000000 Penalty: 3836.728516
	Iteration 4F: 3 clusters Score -1.696406e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 62028 members 
Entering Unmasked Estep 
Score: -16968408.000000 Penalty: 3836.728516
	Iteration 5F: 3 clusters Score -1.696841e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -16974250.000000 Penalty: 3836.728516
	Iteration 6F: 3 clusters Score -1.697425e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78133 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -16981398.000000 Penalty: 3836.728516
	Iteration 7F: 3 clusters Score -1.69814e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81026 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -16986786.000000 Penalty: 3836.728516
	Iteration 8F: 3 clusters Score -1.698679e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83107 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -16989382.000000 Penalty: 3836.728516
	Iteration 9Q: 3 clusters Score -1.698938e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84767 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -16990798.000000 Penalty: 3836.728516
	Iteration 10Q: 3 clusters Score -1.69908e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86315 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -16991636.000000 Penalty: 3836.728516
	Iteration 11Q: 3 clusters Score -1.699164e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87783 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -16992398.000000 Penalty: 3836.728516
	Iteration 12Q: 3 clusters Score -1.69924e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89163 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -16993210.000000 Penalty: 3836.728516
	Iteration 13Q: 3 clusters Score -1.699321e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -16993868.000000 Penalty: 3836.728516
	Iteration 14Q: 3 clusters Score -1.699387e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91902 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -16994544.000000 Penalty: 3836.728516
	Iteration 15Q: 3 clusters Score -1.699454e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93293 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -16994966.000000 Penalty: 3836.728516
	Iteration 16Q: 3 clusters Score -1.699497e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -16995514.000000 Penalty: 3836.728516
	Iteration 17Q: 3 clusters Score -1.699551e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96073 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -16995928.000000 Penalty: 3836.728516
	Iteration 18Q: 3 clusters Score -1.699593e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97514 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -16996364.000000 Penalty: 3836.728516
	Iteration 19Q: 3 clusters Score -1.699636e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98897 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -16996880.000000 Penalty: 3836.728516
	Iteration 20F: 3 clusters Score -1.699688e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100174 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -16997130.000000 Penalty: 3836.728516
	Iteration 21Q: 3 clusters Score -1.699713e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101453 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -16997432.000000 Penalty: 3836.728516
	Iteration 22Q: 3 clusters Score -1.699743e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -16997726.000000 Penalty: 3836.728516
	Iteration 23Q: 3 clusters Score -1.699773e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104130 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -16998136.000000 Penalty: 3836.728516
	Iteration 24Q: 3 clusters Score -1.699814e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105455 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -16998410.000000 Penalty: 3836.728516
	Iteration 25Q: 3 clusters Score -1.699841e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106711 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -16998790.000000 Penalty: 3836.728516
	Iteration 26Q: 3 clusters Score -1.699879e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107872 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -16999044.000000 Penalty: 3836.728516
	Iteration 27Q: 3 clusters Score -1.699904e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108974 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -16999402.000000 Penalty: 3836.728516
	Iteration 28Q: 3 clusters Score -1.69994e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110069 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -16999844.000000 Penalty: 3836.728516
	Iteration 29Q: 3 clusters Score -1.699984e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111184 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -17000298.000000 Penalty: 3836.728516
	Iteration 30Q: 3 clusters Score -1.70003e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112372 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -17000762.000000 Penalty: 3836.728516
	Iteration 31Q: 3 clusters Score -1.700076e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113585 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -17001152.000000 Penalty: 3836.728516
	Iteration 32Q: 3 clusters Score -1.700115e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114896 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -17001506.000000 Penalty: 3836.728516
	Iteration 33Q: 3 clusters Score -1.700151e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116207 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -17001696.000000 Penalty: 3836.728516
	Iteration 34Q: 3 clusters Score -1.70017e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117552 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -17001840.000000 Penalty: 3836.728516
	Iteration 35Q: 3 clusters Score -1.700184e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118792 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -17001812.000000 Penalty: 3836.728516
	Iteration 36Q: 3 clusters Score -1.700181e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119890 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -17001750.000000 Penalty: 3836.728516
	Iteration 37Q: 3 clusters Score -1.700175e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120913 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -17001548.000000 Penalty: 3836.728516
	Iteration 38Q: 3 clusters Score -1.700155e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121849 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -17001340.000000 Penalty: 3836.728516
	Iteration 39Q: 3 clusters Score -1.700134e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122732 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -17001086.000000 Penalty: 3836.728516
	Iteration 40F: 3 clusters Score -1.700109e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123480 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -17000986.000000 Penalty: 3836.728516
	Iteration 41Q: 3 clusters Score -1.700099e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124143 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -17000884.000000 Penalty: 3836.728516
	Iteration 42Q: 3 clusters Score -1.700088e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124772 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -17000650.000000 Penalty: 3836.728516
	Iteration 43Q: 3 clusters Score -1.700065e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125314 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -17000522.000000 Penalty: 3836.728516
	Iteration 44Q: 3 clusters Score -1.700052e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125796 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -17000352.000000 Penalty: 3836.728516
	Iteration 45Q: 3 clusters Score -1.700035e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126277 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -17000160.000000 Penalty: 3836.728516
	Iteration 46Q: 3 clusters Score -1.700016e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126750 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -16999970.000000 Penalty: 3836.728516
	Iteration 47Q: 3 clusters Score -1.699997e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127185 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -16999940.000000 Penalty: 3836.728516
	Iteration 48Q: 3 clusters Score -1.699994e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127587 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -16999826.000000 Penalty: 3836.728516
	Iteration 49Q: 3 clusters Score -1.699983e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127944 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -16999824.000000 Penalty: 3836.728516
	Iteration 50Q: 3 clusters Score -1.699982e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128258 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -16999750.000000 Penalty: 3836.728516
	Iteration 51Q: 3 clusters Score -1.699975e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128543 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -16999702.000000 Penalty: 3836.728516
	Iteration 52Q: 3 clusters Score -1.69997e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128838 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -16999564.000000 Penalty: 3836.728516
	Iteration 53Q: 3 clusters Score -1.699956e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129162 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -16999532.000000 Penalty: 3836.728516
	Iteration 54Q: 3 clusters Score -1.699953e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129482 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -16999416.000000 Penalty: 3836.728516
	Iteration 55Q: 3 clusters Score -1.699942e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129783 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -16999324.000000 Penalty: 3836.728516
	Iteration 56Q: 3 clusters Score -1.699932e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130077 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -16999256.000000 Penalty: 3836.728516
	Iteration 57Q: 3 clusters Score -1.699926e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130369 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -16999218.000000 Penalty: 3836.728516
	Iteration 58Q: 3 clusters Score -1.699922e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130647 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -16999204.000000 Penalty: 3836.728516
	Iteration 59Q: 3 clusters Score -1.69992e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130927 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -16999174.000000 Penalty: 3836.728516
	Iteration 60F: 3 clusters Score -1.699917e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131173 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -16999108.000000 Penalty: 3836.728516
	Iteration 61Q: 3 clusters Score -1.699911e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131404 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -16999096.000000 Penalty: 3836.728516
	Iteration 62Q: 3 clusters Score -1.69991e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131649 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -16999100.000000 Penalty: 3836.728516
	Iteration 63Q: 3 clusters Score -1.69991e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131875 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -16999074.000000 Penalty: 3836.728516
	Iteration 64Q: 3 clusters Score -1.699907e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132077 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -16999068.000000 Penalty: 3836.728516
	Iteration 65Q: 3 clusters Score -1.699907e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132251 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -16999026.000000 Penalty: 3836.728516
	Iteration 66Q: 3 clusters Score -1.699903e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132380 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -16999004.000000 Penalty: 3836.728516
	Iteration 67Q: 3 clusters Score -1.6999e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132495 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -16999008.000000 Penalty: 3836.728516
	Iteration 68Q: 3 clusters Score -1.699901e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132601 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -16998962.000000 Penalty: 3836.728516
	Iteration 69Q: 3 clusters Score -1.699896e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132690 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -16998978.000000 Penalty: 3836.728516
	Iteration 70Q: 3 clusters Score -1.699898e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132761 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -16998976.000000 Penalty: 3836.728516
	Iteration 71Q: 3 clusters Score -1.699898e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132826 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -16998964.000000 Penalty: 3836.728516
	Iteration 72Q: 3 clusters Score -1.699896e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132868 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -16998968.000000 Penalty: 3836.728516
	Iteration 73Q: 3 clusters Score -1.699897e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132893 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -16998950.000000 Penalty: 3836.728516
	Iteration 74Q: 3 clusters Score -1.699895e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132926 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16998962.000000 Penalty: 3836.728516
	Iteration 75Q: 3 clusters Score -1.699896e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132953 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -16998966.000000 Penalty: 3836.728516
	Iteration 76Q: 3 clusters Score -1.699897e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132978 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -16998952.000000 Penalty: 3836.728516
	Iteration 77Q: 3 clusters Score -1.699895e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133001 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -16998968.000000 Penalty: 3836.728516
	Iteration 78Q: 3 clusters Score -1.699897e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133011 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -16998980.000000 Penalty: 3836.728516
	Iteration 79Q: 3 clusters Score -1.699898e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133025 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -16998984.000000 Penalty: 3836.728516
	Iteration 80F: 3 clusters Score -1.699898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133037 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -16998986.000000 Penalty: 3836.728516
	Iteration 81Q: 3 clusters Score -1.699899e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133040 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -16998988.000000 Penalty: 3836.728516
	Iteration 82Q: 3 clusters Score -1.699899e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133042 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -16999002.000000 Penalty: 3836.728516
	Iteration 83Q: 3 clusters Score -1.6999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133047 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -16999006.000000 Penalty: 3836.728516
	Iteration 84Q: 3 clusters Score -1.699901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133052 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -16999000.000000 Penalty: 3836.728516
	Iteration 85Q: 3 clusters Score -1.6999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133061 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -16998998.000000 Penalty: 3836.728516
	Iteration 86Q: 3 clusters Score -1.6999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133072 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -16998992.000000 Penalty: 3836.728516
	Iteration 87Q: 3 clusters Score -1.699899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133080 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -16999004.000000 Penalty: 3836.728516
	Iteration 88Q: 3 clusters Score -1.6999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133087 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -16999026.000000 Penalty: 3836.728516
	Iteration 89Q: 3 clusters Score -1.699903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133100 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -16999008.000000 Penalty: 3836.728516
	Iteration 90Q: 3 clusters Score -1.699901e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133108 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -16999016.000000 Penalty: 3836.728516
	Iteration 91Q: 3 clusters Score -1.699902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133111 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -16999024.000000 Penalty: 3836.728516
	Iteration 92Q: 3 clusters Score -1.699902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133115 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16999060.000000 Penalty: 3836.728516
	Iteration 93Q: 3 clusters Score -1.699906e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133118 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -16999074.000000 Penalty: 3836.728516
	Iteration 94Q: 3 clusters Score -1.699907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133121 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16999090.000000 Penalty: 3836.728516
	Iteration 95Q: 3 clusters Score -1.699909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133122 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -16999114.000000 Penalty: 3836.728516
	Iteration 96Q: 3 clusters Score -1.699911e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133121 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16999130.000000 Penalty: 3836.728516
	Iteration 97Q: 3 clusters Score -1.699913e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133115 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16999128.000000 Penalty: 3836.728516
	Iteration 98Q: 3 clusters Score -1.699913e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133118 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -16999152.000000 Penalty: 3836.728516
	Iteration 99Q: 3 clusters Score -1.699915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133119 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -16999148.000000 Penalty: 3836.728516
	Iteration 100F: 3 clusters Score -1.699915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133115 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16999158.000000 Penalty: 3836.728516
	Iteration 101Q: 3 clusters Score -1.699916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133116 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -16999166.000000 Penalty: 3836.728516
	Iteration 102Q: 3 clusters Score -1.699917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133117 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16999182.000000 Penalty: 3836.728516
	Iteration 103Q: 3 clusters Score -1.699918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133120 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -16999200.000000 Penalty: 3836.728516
	Iteration 104Q: 3 clusters Score -1.69992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133125 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -16999190.000000 Penalty: 3836.728516
	Iteration 105Q: 3 clusters Score -1.699919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133125 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -16999194.000000 Penalty: 3836.728516
	Iteration 106Q: 3 clusters Score -1.699919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133124 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -16999182.000000 Penalty: 3836.728516
	Iteration 107Q: 3 clusters Score -1.699918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133125 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -16999202.000000 Penalty: 3836.728516
	Iteration 108Q: 3 clusters Score -1.69992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133130 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -16999212.000000 Penalty: 3836.728516
	Iteration 109Q: 3 clusters Score -1.699921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133134 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -16999210.000000 Penalty: 3836.728516
	Iteration 110Q: 3 clusters Score -1.699921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133134 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -16999214.000000 Penalty: 3836.728516
	Iteration 111Q: 3 clusters Score -1.699921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133132 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16999224.000000 Penalty: 3836.728516
	Iteration 112Q: 3 clusters Score -1.699922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133133 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16999228.000000 Penalty: 3836.728516
	Iteration 113Q: 3 clusters Score -1.699923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133128 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -16999236.000000 Penalty: 3836.728516
	Iteration 114Q: 3 clusters Score -1.699924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133132 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16999252.000000 Penalty: 3836.728516
	Iteration 115Q: 3 clusters Score -1.699925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133133 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16999258.000000 Penalty: 3836.728516
	Iteration 116Q: 3 clusters Score -1.699926e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133132 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16999262.000000 Penalty: 3836.728516
	Iteration 117Q: 3 clusters Score -1.699926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133134 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -16999256.000000 Penalty: 3836.728516
	Iteration 118Q: 3 clusters Score -1.699926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133140 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -16999260.000000 Penalty: 3836.728516
	Iteration 119Q: 3 clusters Score -1.699926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133146 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -16999268.000000 Penalty: 3836.728516
	Iteration 120F: 3 clusters Score -1.699927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133147 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -16999274.000000 Penalty: 3836.728516
	Iteration 121Q: 3 clusters Score -1.699927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133137 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -16999272.000000 Penalty: 3836.728516
	Iteration 122Q: 3 clusters Score -1.699927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133122 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -16999308.000000 Penalty: 3836.728516
	Iteration 123Q: 3 clusters Score -1.699931e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133110 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -16999340.000000 Penalty: 3836.728516
	Iteration 124Q: 3 clusters Score -1.699934e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133100 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -16999360.000000 Penalty: 3836.728516
	Iteration 125Q: 3 clusters Score -1.699936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133102 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -16999382.000000 Penalty: 3836.728516
	Iteration 126Q: 3 clusters Score -1.699938e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133088 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -16999418.000000 Penalty: 3836.728516
	Iteration 127Q: 3 clusters Score -1.699942e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133076 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -16999418.000000 Penalty: 3836.728516
	Iteration 128Q: 3 clusters Score -1.699942e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133058 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -16999448.000000 Penalty: 3836.728516
	Iteration 129Q: 3 clusters Score -1.699945e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133037 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -16999470.000000 Penalty: 3836.728516
	Iteration 130Q: 3 clusters Score -1.699947e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133020 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -16999484.000000 Penalty: 3836.728516
	Iteration 131Q: 3 clusters Score -1.699948e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133005 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -16999512.000000 Penalty: 3836.728516
	Iteration 132Q: 3 clusters Score -1.699951e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132999 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -16999510.000000 Penalty: 3836.728516
	Iteration 133Q: 3 clusters Score -1.699951e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132996 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -16999542.000000 Penalty: 3836.728516
	Iteration 134Q: 3 clusters Score -1.699954e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132988 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -16999544.000000 Penalty: 3836.728516
	Iteration 135Q: 3 clusters Score -1.699954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132985 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -16999540.000000 Penalty: 3836.728516
	Iteration 136Q: 3 clusters Score -1.699954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132988 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -16999536.000000 Penalty: 3836.728516
	Iteration 137Q: 3 clusters Score -1.699954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132989 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -16999556.000000 Penalty: 3836.728516
	Iteration 138Q: 3 clusters Score -1.699956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132984 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -16999562.000000 Penalty: 3836.728516
	Iteration 139Q: 3 clusters Score -1.699956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132980 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -16999566.000000 Penalty: 3836.728516
	Iteration 140F: 3 clusters Score -1.699957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132973 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -16999564.000000 Penalty: 3836.728516
	Iteration 141Q: 3 clusters Score -1.699956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132965 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -16999572.000000 Penalty: 3836.728516
	Iteration 142Q: 3 clusters Score -1.699957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132962 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -16999580.000000 Penalty: 3836.728516
	Iteration 143Q: 3 clusters Score -1.699958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132956 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -16999582.000000 Penalty: 3836.728516
	Iteration 144Q: 3 clusters Score -1.699958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132948 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -16999592.000000 Penalty: 3836.728516
	Iteration 145Q: 3 clusters Score -1.699959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132945 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -16999606.000000 Penalty: 3836.728516
	Iteration 146Q: 3 clusters Score -1.699961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132946 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -16999584.000000 Penalty: 3836.728516
	Iteration 147Q: 3 clusters Score -1.699958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132944 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -16999608.000000 Penalty: 3836.728516
	Iteration 148Q: 3 clusters Score -1.699961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132939 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -16999620.000000 Penalty: 3836.728516
	Iteration 149Q: 3 clusters Score -1.699962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132936 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -16999624.000000 Penalty: 3836.728516
	Iteration 150Q: 3 clusters Score -1.699962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132927 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -16999630.000000 Penalty: 3836.728516
	Iteration 151Q: 3 clusters Score -1.699963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132922 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -16999640.000000 Penalty: 3836.728516
	Iteration 152Q: 3 clusters Score -1.699964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132921 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -16999638.000000 Penalty: 3836.728516
	Iteration 153Q: 3 clusters Score -1.699964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132919 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -16999644.000000 Penalty: 3836.728516
	Iteration 154Q: 3 clusters Score -1.699964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132920 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -16999646.000000 Penalty: 3836.728516
	Iteration 155Q: 3 clusters Score -1.699965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132918 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -16999636.000000 Penalty: 3836.728516
	Iteration 156Q: 3 clusters Score -1.699964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132920 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -16999634.000000 Penalty: 3836.728516
	Iteration 157Q: 3 clusters Score -1.699963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132919 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -16999630.000000 Penalty: 3836.728516
	Iteration 158Q: 3 clusters Score -1.699963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132918 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -16999636.000000 Penalty: 3836.728516
	Iteration 159Q: 3 clusters Score -1.699964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132918 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -16999636.000000 Penalty: 3836.728516
	Iteration 160F: 3 clusters Score -1.699964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 96190 members 
Mstep: Class 2 contains 19414 members 
Mstep: Class 3 contains 26917 members 
Mstep: Class 4 contains 1254 members 
Mstep: Class 5 contains 4303 members 
Mstep: Class 6 contains 23625 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 4364 members 
Mstep: Class 9 contains 134434 members 
Mstep: Class 10 contains 9224 members 
Mstep: Class 11 contains 73442 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 85954 members 
Mstep: Class 14 contains 3881 members 
Mstep: Class 15 contains 27782 members 
Mstep: Class 16 contains 132918 members 
Mstep: Class 17 contains 11188 members 
Mstep: Class 18 contains 6736 members 
Mstep: Class 19 contains 16157 members 
Mstep: Class 20 contains 9358 members 
Mstep: Class 21 contains 5609 members 
Mstep: Class 22 contains 27853 members 
Mstep: Class 23 contains 86093 members 
Mstep: Class 24 contains 6994 members 
Mstep: Class 25 contains 11155 members 
Mstep: Class 26 contains 4164 members 
Mstep: Class 27 contains 11591 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2540 members 
Mstep: Class 30 contains 30566 members 
Mstep: Class 31 contains 7624 members 
Mstep: Class 32 contains 316 members 
Mstep: Class 33 contains 1045 members 
Entering Unmasked Estep 
Score: -108938472.000000 Penalty: 73429.796875
Splitting cluster 16 changes total score from -108938768.000000 to -108938472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (11188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Entering Unmasked Estep 
Score: -1433259.750000 Penalty: 1514.922119
	Iteration 0F: 2 clusters Score -1433260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1425389.875000 Penalty: 3029.844238
	Iteration 0F: 3 clusters Score -1425390 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1428010.625000 Penalty: 3029.844238
	Iteration 1F: 3 clusters Score -1428011 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1428311.625000 Penalty: 3029.844238
	Iteration 2F: 3 clusters Score -1428312 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1428566.875000 Penalty: 3029.844238
	Iteration 3F: 3 clusters Score -1428567 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1428821.875000 Penalty: 3029.844238
	Iteration 4Q: 3 clusters Score -1428822 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1429074.500000 Penalty: 3029.844238
	Iteration 5Q: 3 clusters Score -1429074 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1429354.500000 Penalty: 3029.844238
	Iteration 6Q: 3 clusters Score -1429354 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1429710.375000 Penalty: 3029.844238
	Iteration 7Q: 3 clusters Score -1429710 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1430119.250000 Penalty: 3029.844238
	Iteration 8F: 3 clusters Score -1430119 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1430578.625000 Penalty: 3029.844238
	Iteration 9F: 3 clusters Score -1430579 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1431004.625000 Penalty: 3029.844238
	Iteration 10Q: 3 clusters Score -1431005 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1431347.375000 Penalty: 3029.844238
	Iteration 11Q: 3 clusters Score -1431347 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1431574.250000 Penalty: 3029.844238
	Iteration 12Q: 3 clusters Score -1431574 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1431719.625000 Penalty: 3029.844238
	Iteration 13Q: 3 clusters Score -1431720 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1431801.625000 Penalty: 3029.844238
	Iteration 14Q: 3 clusters Score -1431802 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1431851.500000 Penalty: 3029.844238
	Iteration 15Q: 3 clusters Score -1431852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1431885.000000 Penalty: 3029.844238
	Iteration 16Q: 3 clusters Score -1431885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1431910.750000 Penalty: 3029.844238
	Iteration 17Q: 3 clusters Score -1431911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1431923.000000 Penalty: 3029.844238
	Iteration 18Q: 3 clusters Score -1431923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1431932.375000 Penalty: 3029.844238
	Iteration 19Q: 3 clusters Score -1431932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1431943.000000 Penalty: 3029.844238
	Iteration 20F: 3 clusters Score -1431943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1431947.125000 Penalty: 3029.844238
	Iteration 21Q: 3 clusters Score -1431947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1431950.500000 Penalty: 3029.844238
	Iteration 22Q: 3 clusters Score -1431950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1431956.875000 Penalty: 3029.844238
	Iteration 23Q: 3 clusters Score -1431957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1431966.750000 Penalty: 3029.844238
	Iteration 24Q: 3 clusters Score -1431967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1431971.000000 Penalty: 3029.844238
	Iteration 25Q: 3 clusters Score -1431971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1431969.500000 Penalty: 3029.844238
	Iteration 26Q: 3 clusters Score -1431970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1431974.875000 Penalty: 3029.844238
	Iteration 27Q: 3 clusters Score -1431975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1431977.875000 Penalty: 3029.844238
	Iteration 28Q: 3 clusters Score -1431978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1431977.125000 Penalty: 3029.844238
	Iteration 29Q: 3 clusters Score -1431977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1431979.250000 Penalty: 3029.844238
	Iteration 30Q: 3 clusters Score -1431979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1431979.250000 Penalty: 3029.844238
	Iteration 31F: 3 clusters Score -1431979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Entering Unmasked Estep 
Score: -845643.687500 Penalty: 1432.473511
	Iteration 0F: 2 clusters Score -845643.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -840664.312500 Penalty: 2864.947021
	Iteration 0F: 3 clusters Score -840664.3 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -842129.687500 Penalty: 2864.947021
	Iteration 1F: 3 clusters Score -842129.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -842361.437500 Penalty: 2864.947021
	Iteration 2F: 3 clusters Score -842361.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -842541.562500 Penalty: 2864.947021
	Iteration 3F: 3 clusters Score -842541.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -842702.250000 Penalty: 2864.947021
	Iteration 4Q: 3 clusters Score -842702.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -842891.375000 Penalty: 2864.947021
	Iteration 5Q: 3 clusters Score -842891.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -843112.312500 Penalty: 2864.947021
	Iteration 6Q: 3 clusters Score -843112.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -843372.000000 Penalty: 2864.947021
	Iteration 7Q: 3 clusters Score -843372 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -843692.062500 Penalty: 2864.947021
	Iteration 8F: 3 clusters Score -843692.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -843996.937500 Penalty: 2864.947021
	Iteration 9F: 3 clusters Score -843996.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -844341.000000 Penalty: 2864.947021
	Iteration 10Q: 3 clusters Score -844341 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -844644.812500 Penalty: 2864.947021
	Iteration 11Q: 3 clusters Score -844644.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -844822.562500 Penalty: 2864.947021
	Iteration 12Q: 3 clusters Score -844822.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -844901.500000 Penalty: 2864.947021
	Iteration 13Q: 3 clusters Score -844901.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -844954.937500 Penalty: 2864.947021
	Iteration 14Q: 3 clusters Score -844954.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -844983.062500 Penalty: 2864.947021
	Iteration 15Q: 3 clusters Score -844983.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -844993.812500 Penalty: 2864.947021
	Iteration 16Q: 3 clusters Score -844993.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -844998.750000 Penalty: 2864.947021
	Iteration 17Q: 3 clusters Score -844998.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -845002.187500 Penalty: 2864.947021
	Iteration 18Q: 3 clusters Score -845002.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -845002.312500 Penalty: 2864.947021
	Iteration 19Q: 3 clusters Score -845002.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -845003.750000 Penalty: 2864.947021
	Iteration 20F: 3 clusters Score -845003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -845005.625000 Penalty: 2864.947021
	Iteration 21Q: 3 clusters Score -845005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -845005.437500 Penalty: 2864.947021
	Iteration 22Q: 3 clusters Score -845005.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -845006.000000 Penalty: 2864.947021
	Iteration 23Q: 3 clusters Score -845006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -845005.750000 Penalty: 2864.947021
	Iteration 24Q: 3 clusters Score -845005.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -845005.750000 Penalty: 2864.947021
	Iteration 25F: 3 clusters Score -845005.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Entering Unmasked Estep 
Score: -1930699.750000 Penalty: 1574.642578
	Iteration 0F: 2 clusters Score -1930700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1919518.125000 Penalty: 3149.285156
	Iteration 0F: 3 clusters Score -1919518 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1923784.000000 Penalty: 3149.285156
	Iteration 1F: 3 clusters Score -1923784 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1924246.750000 Penalty: 3149.285156
	Iteration 2F: 3 clusters Score -1924247 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1924665.875000 Penalty: 3149.285156
	Iteration 3F: 3 clusters Score -1924666 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1925076.250000 Penalty: 3149.285156
	Iteration 4F: 3 clusters Score -1925076 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1925523.250000 Penalty: 3149.285156
	Iteration 5F: 3 clusters Score -1925523 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1926001.625000 Penalty: 3149.285156
	Iteration 6Q: 3 clusters Score -1926002 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1926518.625000 Penalty: 3149.285156
	Iteration 7Q: 3 clusters Score -1926519 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1927031.125000 Penalty: 3149.285156
	Iteration 8Q: 3 clusters Score -1927031 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1927483.750000 Penalty: 3149.285156
	Iteration 9Q: 3 clusters Score -1927484 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1927779.375000 Penalty: 3149.285156
	Iteration 10Q: 3 clusters Score -1927779 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1927926.000000 Penalty: 3149.285156
	Iteration 11Q: 3 clusters Score -1927926 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1928005.875000 Penalty: 3149.285156
	Iteration 12Q: 3 clusters Score -1928006 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1928044.500000 Penalty: 3149.285156
	Iteration 13Q: 3 clusters Score -1928044 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1928080.000000 Penalty: 3149.285156
	Iteration 14Q: 3 clusters Score -1928080 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1928102.000000 Penalty: 3149.285156
	Iteration 15Q: 3 clusters Score -1928102 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1928126.625000 Penalty: 3149.285156
	Iteration 16Q: 3 clusters Score -1928127 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1928152.250000 Penalty: 3149.285156
	Iteration 17Q: 3 clusters Score -1928152 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1928177.000000 Penalty: 3149.285156
	Iteration 18Q: 3 clusters Score -1928177 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1928198.125000 Penalty: 3149.285156
	Iteration 19Q: 3 clusters Score -1928198 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1928224.375000 Penalty: 3149.285156
	Iteration 20F: 3 clusters Score -1928224 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1928243.000000 Penalty: 3149.285156
	Iteration 21Q: 3 clusters Score -1928243 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1928271.250000 Penalty: 3149.285156
	Iteration 22Q: 3 clusters Score -1928271 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1928292.500000 Penalty: 3149.285156
	Iteration 23Q: 3 clusters Score -1928292 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1928328.375000 Penalty: 3149.285156
	Iteration 24Q: 3 clusters Score -1928328 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1928372.625000 Penalty: 3149.285156
	Iteration 25Q: 3 clusters Score -1928373 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1928420.625000 Penalty: 3149.285156
	Iteration 26Q: 3 clusters Score -1928421 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1928469.000000 Penalty: 3149.285156
	Iteration 27Q: 3 clusters Score -1928469 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1928511.750000 Penalty: 3149.285156
	Iteration 28Q: 3 clusters Score -1928512 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1928551.500000 Penalty: 3149.285156
	Iteration 29Q: 3 clusters Score -1928552 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1928592.750000 Penalty: 3149.285156
	Iteration 30Q: 3 clusters Score -1928593 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1928634.375000 Penalty: 3149.285156
	Iteration 31Q: 3 clusters Score -1928634 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1928692.875000 Penalty: 3149.285156
	Iteration 32Q: 3 clusters Score -1928693 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1928736.875000 Penalty: 3149.285156
	Iteration 33Q: 3 clusters Score -1928737 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1928776.000000 Penalty: 3149.285156
	Iteration 34Q: 3 clusters Score -1928776 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1928820.000000 Penalty: 3149.285156
	Iteration 35Q: 3 clusters Score -1928820 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1928859.375000 Penalty: 3149.285156
	Iteration 36Q: 3 clusters Score -1928859 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1928893.750000 Penalty: 3149.285156
	Iteration 37Q: 3 clusters Score -1928894 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1928942.375000 Penalty: 3149.285156
	Iteration 38Q: 3 clusters Score -1928942 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1928981.500000 Penalty: 3149.285156
	Iteration 39Q: 3 clusters Score -1928982 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1929014.250000 Penalty: 3149.285156
	Iteration 40F: 3 clusters Score -1929014 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1929045.750000 Penalty: 3149.285156
	Iteration 41Q: 3 clusters Score -1929046 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1929066.000000 Penalty: 3149.285156
	Iteration 42Q: 3 clusters Score -1929066 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1929100.250000 Penalty: 3149.285156
	Iteration 43Q: 3 clusters Score -1929100 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1929124.250000 Penalty: 3149.285156
	Iteration 44Q: 3 clusters Score -1929124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1929146.250000 Penalty: 3149.285156
	Iteration 45Q: 3 clusters Score -1929146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1929166.000000 Penalty: 3149.285156
	Iteration 46Q: 3 clusters Score -1929166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1929187.875000 Penalty: 3149.285156
	Iteration 47Q: 3 clusters Score -1929188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1929209.375000 Penalty: 3149.285156
	Iteration 48Q: 3 clusters Score -1929209 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1929224.625000 Penalty: 3149.285156
	Iteration 49Q: 3 clusters Score -1929225 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1929253.375000 Penalty: 3149.285156
	Iteration 50Q: 3 clusters Score -1929253 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1929279.375000 Penalty: 3149.285156
	Iteration 51Q: 3 clusters Score -1929279 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1929302.750000 Penalty: 3149.285156
	Iteration 52Q: 3 clusters Score -1929303 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1929321.250000 Penalty: 3149.285156
	Iteration 53Q: 3 clusters Score -1929321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1929342.625000 Penalty: 3149.285156
	Iteration 54Q: 3 clusters Score -1929343 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1929364.250000 Penalty: 3149.285156
	Iteration 55Q: 3 clusters Score -1929364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1929386.500000 Penalty: 3149.285156
	Iteration 56Q: 3 clusters Score -1929386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1929402.625000 Penalty: 3149.285156
	Iteration 57Q: 3 clusters Score -1929403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1929409.000000 Penalty: 3149.285156
	Iteration 58Q: 3 clusters Score -1929409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1929424.500000 Penalty: 3149.285156
	Iteration 59Q: 3 clusters Score -1929424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1929431.750000 Penalty: 3149.285156
	Iteration 60F: 3 clusters Score -1929432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1929438.125000 Penalty: 3149.285156
	Iteration 61Q: 3 clusters Score -1929438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1929449.375000 Penalty: 3149.285156
	Iteration 62Q: 3 clusters Score -1929449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1929454.750000 Penalty: 3149.285156
	Iteration 63Q: 3 clusters Score -1929455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1929461.250000 Penalty: 3149.285156
	Iteration 64Q: 3 clusters Score -1929461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1929469.750000 Penalty: 3149.285156
	Iteration 65Q: 3 clusters Score -1929470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1929478.375000 Penalty: 3149.285156
	Iteration 66Q: 3 clusters Score -1929478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1929486.250000 Penalty: 3149.285156
	Iteration 67Q: 3 clusters Score -1929486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1929494.750000 Penalty: 3149.285156
	Iteration 68Q: 3 clusters Score -1929495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1929499.000000 Penalty: 3149.285156
	Iteration 69Q: 3 clusters Score -1929499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1929504.250000 Penalty: 3149.285156
	Iteration 70Q: 3 clusters Score -1929504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1929510.625000 Penalty: 3149.285156
	Iteration 71Q: 3 clusters Score -1929511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1929513.750000 Penalty: 3149.285156
	Iteration 72Q: 3 clusters Score -1929514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1929516.125000 Penalty: 3149.285156
	Iteration 73Q: 3 clusters Score -1929516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1929516.500000 Penalty: 3149.285156
	Iteration 74Q: 3 clusters Score -1929516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1929522.750000 Penalty: 3149.285156
	Iteration 75Q: 3 clusters Score -1929523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1929535.875000 Penalty: 3149.285156
	Iteration 76Q: 3 clusters Score -1929536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1929537.375000 Penalty: 3149.285156
	Iteration 77Q: 3 clusters Score -1929537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1929537.875000 Penalty: 3149.285156
	Iteration 78Q: 3 clusters Score -1929538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1929536.250000 Penalty: 3149.285156
	Iteration 79Q: 3 clusters Score -1929536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1929541.875000 Penalty: 3149.285156
	Iteration 80F: 3 clusters Score -1929542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1929542.875000 Penalty: 3149.285156
	Iteration 81Q: 3 clusters Score -1929543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1929551.750000 Penalty: 3149.285156
	Iteration 82Q: 3 clusters Score -1929552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1929551.375000 Penalty: 3149.285156
	Iteration 83Q: 3 clusters Score -1929551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1929558.250000 Penalty: 3149.285156
	Iteration 84Q: 3 clusters Score -1929558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1929561.375000 Penalty: 3149.285156
	Iteration 85Q: 3 clusters Score -1929561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1929564.500000 Penalty: 3149.285156
	Iteration 86Q: 3 clusters Score -1929564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1929567.500000 Penalty: 3149.285156
	Iteration 87Q: 3 clusters Score -1929568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1929563.625000 Penalty: 3149.285156
	Iteration 88Q: 3 clusters Score -1929564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1929565.875000 Penalty: 3149.285156
	Iteration 89Q: 3 clusters Score -1929566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1929566.250000 Penalty: 3149.285156
	Iteration 90Q: 3 clusters Score -1929566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1929567.125000 Penalty: 3149.285156
	Iteration 91Q: 3 clusters Score -1929567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1929569.750000 Penalty: 3149.285156
	Iteration 92Q: 3 clusters Score -1929570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1929570.750000 Penalty: 3149.285156
	Iteration 93Q: 3 clusters Score -1929571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1929571.250000 Penalty: 3149.285156
	Iteration 94Q: 3 clusters Score -1929571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1929572.750000 Penalty: 3149.285156
	Iteration 95Q: 3 clusters Score -1929573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1929574.875000 Penalty: 3149.285156
	Iteration 96Q: 3 clusters Score -1929575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1929573.375000 Penalty: 3149.285156
	Iteration 97Q: 3 clusters Score -1929573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1929572.875000 Penalty: 3149.285156
	Iteration 98Q: 3 clusters Score -1929573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1929571.875000 Penalty: 3149.285156
	Iteration 99Q: 3 clusters Score -1929572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1929571.875000 Penalty: 3149.285156
	Iteration 100F: 3 clusters Score -1929572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Entering Unmasked Estep 
Score: -1083249.000000 Penalty: 1485.897827
	Iteration 0F: 2 clusters Score -1083249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1076567.125000 Penalty: 2971.795654
	Iteration 0F: 3 clusters Score -1076567 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1078804.375000 Penalty: 2971.795654
	Iteration 1F: 3 clusters Score -1078804 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1079188.125000 Penalty: 2971.795654
	Iteration 2F: 3 clusters Score -1079188 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1079549.250000 Penalty: 2971.795654
	Iteration 3F: 3 clusters Score -1079549 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1079845.375000 Penalty: 2971.795654
	Iteration 4F: 3 clusters Score -1079845 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1080126.375000 Penalty: 2971.795654
	Iteration 5F: 3 clusters Score -1080126 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1080352.875000 Penalty: 2971.795654
	Iteration 6Q: 3 clusters Score -1080353 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1080549.125000 Penalty: 2971.795654
	Iteration 7Q: 3 clusters Score -1080549 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1080725.000000 Penalty: 2971.795654
	Iteration 8Q: 3 clusters Score -1080725 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1080896.625000 Penalty: 2971.795654
	Iteration 9Q: 3 clusters Score -1080897 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1081023.625000 Penalty: 2971.795654
	Iteration 10Q: 3 clusters Score -1081024 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1081134.500000 Penalty: 2971.795654
	Iteration 11Q: 3 clusters Score -1081134 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1081216.125000 Penalty: 2971.795654
	Iteration 12Q: 3 clusters Score -1081216 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1081293.000000 Penalty: 2971.795654
	Iteration 13Q: 3 clusters Score -1081293 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1081370.125000 Penalty: 2971.795654
	Iteration 14Q: 3 clusters Score -1081370 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1081456.500000 Penalty: 2971.795654
	Iteration 15Q: 3 clusters Score -1081456 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1081520.625000 Penalty: 2971.795654
	Iteration 16Q: 3 clusters Score -1081521 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1081581.000000 Penalty: 2971.795654
	Iteration 17Q: 3 clusters Score -1081581 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1081625.375000 Penalty: 2971.795654
	Iteration 18Q: 3 clusters Score -1081625 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1081657.625000 Penalty: 2971.795654
	Iteration 19Q: 3 clusters Score -1081658 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1081695.250000 Penalty: 2971.795654
	Iteration 20F: 3 clusters Score -1081695 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1081736.625000 Penalty: 2971.795654
	Iteration 21Q: 3 clusters Score -1081737 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1081769.000000 Penalty: 2971.795654
	Iteration 22Q: 3 clusters Score -1081769 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1081802.750000 Penalty: 2971.795654
	Iteration 23Q: 3 clusters Score -1081803 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1081827.125000 Penalty: 2971.795654
	Iteration 24Q: 3 clusters Score -1081827 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1081850.625000 Penalty: 2971.795654
	Iteration 25Q: 3 clusters Score -1081851 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1081875.000000 Penalty: 2971.795654
	Iteration 26Q: 3 clusters Score -1081875 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1081904.625000 Penalty: 2971.795654
	Iteration 27Q: 3 clusters Score -1081905 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1081932.500000 Penalty: 2971.795654
	Iteration 28Q: 3 clusters Score -1081932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1081951.500000 Penalty: 2971.795654
	Iteration 29Q: 3 clusters Score -1081952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1081967.000000 Penalty: 2971.795654
	Iteration 30Q: 3 clusters Score -1081967 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1081980.875000 Penalty: 2971.795654
	Iteration 31Q: 3 clusters Score -1081981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1081994.000000 Penalty: 2971.795654
	Iteration 32Q: 3 clusters Score -1081994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1082012.500000 Penalty: 2971.795654
	Iteration 33Q: 3 clusters Score -1082012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1082024.625000 Penalty: 2971.795654
	Iteration 34Q: 3 clusters Score -1082025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1082035.250000 Penalty: 2971.795654
	Iteration 35Q: 3 clusters Score -1082035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1082046.375000 Penalty: 2971.795654
	Iteration 36Q: 3 clusters Score -1082046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1082056.125000 Penalty: 2971.795654
	Iteration 37Q: 3 clusters Score -1082056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1082065.125000 Penalty: 2971.795654
	Iteration 38Q: 3 clusters Score -1082065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1082071.750000 Penalty: 2971.795654
	Iteration 39Q: 3 clusters Score -1082072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1082074.875000 Penalty: 2971.795654
	Iteration 40F: 3 clusters Score -1082075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1082077.250000 Penalty: 2971.795654
	Iteration 41Q: 3 clusters Score -1082077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1082079.375000 Penalty: 2971.795654
	Iteration 42Q: 3 clusters Score -1082079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1082082.750000 Penalty: 2971.795654
	Iteration 43Q: 3 clusters Score -1082083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1082083.250000 Penalty: 2971.795654
	Iteration 44Q: 3 clusters Score -1082083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1082086.625000 Penalty: 2971.795654
	Iteration 45Q: 3 clusters Score -1082087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1082089.250000 Penalty: 2971.795654
	Iteration 46Q: 3 clusters Score -1082089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1082093.250000 Penalty: 2971.795654
	Iteration 47Q: 3 clusters Score -1082093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1082093.875000 Penalty: 2971.795654
	Iteration 48Q: 3 clusters Score -1082094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1082098.250000 Penalty: 2971.795654
	Iteration 49Q: 3 clusters Score -1082098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1082101.250000 Penalty: 2971.795654
	Iteration 50Q: 3 clusters Score -1082101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1082101.500000 Penalty: 2971.795654
	Iteration 51Q: 3 clusters Score -1082102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1082110.500000 Penalty: 2971.795654
	Iteration 52Q: 3 clusters Score -1082110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1082114.625000 Penalty: 2971.795654
	Iteration 53Q: 3 clusters Score -1082115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1082118.750000 Penalty: 2971.795654
	Iteration 54Q: 3 clusters Score -1082119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1082120.375000 Penalty: 2971.795654
	Iteration 55Q: 3 clusters Score -1082120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1082128.000000 Penalty: 2971.795654
	Iteration 56Q: 3 clusters Score -1082128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1082131.000000 Penalty: 2971.795654
	Iteration 57Q: 3 clusters Score -1082131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1082133.000000 Penalty: 2971.795654
	Iteration 58Q: 3 clusters Score -1082133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1082136.000000 Penalty: 2971.795654
	Iteration 59Q: 3 clusters Score -1082136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1082139.375000 Penalty: 2971.795654
	Iteration 60F: 3 clusters Score -1082139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1082143.125000 Penalty: 2971.795654
	Iteration 61Q: 3 clusters Score -1082143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1082142.375000 Penalty: 2971.795654
	Iteration 62Q: 3 clusters Score -1082142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1082143.000000 Penalty: 2971.795654
	Iteration 63Q: 3 clusters Score -1082143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1082146.125000 Penalty: 2971.795654
	Iteration 64Q: 3 clusters Score -1082146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1082148.250000 Penalty: 2971.795654
	Iteration 65Q: 3 clusters Score -1082148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1082149.000000 Penalty: 2971.795654
	Iteration 66Q: 3 clusters Score -1082149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1082152.625000 Penalty: 2971.795654
	Iteration 67Q: 3 clusters Score -1082153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1082152.375000 Penalty: 2971.795654
	Iteration 68Q: 3 clusters Score -1082152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1082154.375000 Penalty: 2971.795654
	Iteration 69Q: 3 clusters Score -1082154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1082154.750000 Penalty: 2971.795654
	Iteration 70Q: 3 clusters Score -1082155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1082155.875000 Penalty: 2971.795654
	Iteration 71Q: 3 clusters Score -1082156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1082163.625000 Penalty: 2971.795654
	Iteration 72Q: 3 clusters Score -1082164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1082165.375000 Penalty: 2971.795654
	Iteration 73Q: 3 clusters Score -1082165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1082170.250000 Penalty: 2971.795654
	Iteration 74Q: 3 clusters Score -1082170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1082171.750000 Penalty: 2971.795654
	Iteration 75Q: 3 clusters Score -1082172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1082172.500000 Penalty: 2971.795654
	Iteration 76Q: 3 clusters Score -1082172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1082172.250000 Penalty: 2971.795654
	Iteration 77Q: 3 clusters Score -1082172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1082173.250000 Penalty: 2971.795654
	Iteration 78Q: 3 clusters Score -1082173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1082172.875000 Penalty: 2971.795654
	Iteration 79Q: 3 clusters Score -1082173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1082171.625000 Penalty: 2971.795654
	Iteration 80F: 3 clusters Score -1082172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Entering Unmasked Estep 
Score: -711037.312500 Penalty: 1402.720703
	Iteration 0F: 2 clusters Score -711037.3 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 2797 members 
Entering Unmasked Estep 
Score: -706682.000000 Penalty: 2805.441406
	Iteration 0F: 3 clusters Score -706682 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -707935.125000 Penalty: 2805.441406
	Iteration 1F: 3 clusters Score -707935.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -708143.000000 Penalty: 2805.441406
	Iteration 2F: 3 clusters Score -708143 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -708352.875000 Penalty: 2805.441406
	Iteration 3F: 3 clusters Score -708352.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -708538.500000 Penalty: 2805.441406
	Iteration 4F: 3 clusters Score -708538.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -708760.000000 Penalty: 2805.441406
	Iteration 5F: 3 clusters Score -708760 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -709030.312500 Penalty: 2805.441406
	Iteration 6F: 3 clusters Score -709030.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -709250.750000 Penalty: 2805.441406
	Iteration 7F: 3 clusters Score -709250.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -709433.000000 Penalty: 2805.441406
	Iteration 8F: 3 clusters Score -709433 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -709563.062500 Penalty: 2805.441406
	Iteration 9Q: 3 clusters Score -709563.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -709641.750000 Penalty: 2805.441406
	Iteration 10Q: 3 clusters Score -709641.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -709690.437500 Penalty: 2805.441406
	Iteration 11Q: 3 clusters Score -709690.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -709727.750000 Penalty: 2805.441406
	Iteration 12Q: 3 clusters Score -709727.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -709763.937500 Penalty: 2805.441406
	Iteration 13Q: 3 clusters Score -709763.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -709800.750000 Penalty: 2805.441406
	Iteration 14Q: 3 clusters Score -709800.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -709822.562500 Penalty: 2805.441406
	Iteration 15Q: 3 clusters Score -709822.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -709844.500000 Penalty: 2805.441406
	Iteration 16Q: 3 clusters Score -709844.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -709860.187500 Penalty: 2805.441406
	Iteration 17Q: 3 clusters Score -709860.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -709877.375000 Penalty: 2805.441406
	Iteration 18Q: 3 clusters Score -709877.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -709898.562500 Penalty: 2805.441406
	Iteration 19Q: 3 clusters Score -709898.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -709920.812500 Penalty: 2805.441406
	Iteration 20F: 3 clusters Score -709920.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -709934.000000 Penalty: 2805.441406
	Iteration 21Q: 3 clusters Score -709934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -709947.687500 Penalty: 2805.441406
	Iteration 22Q: 3 clusters Score -709947.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -709958.500000 Penalty: 2805.441406
	Iteration 23Q: 3 clusters Score -709958.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -709968.312500 Penalty: 2805.441406
	Iteration 24Q: 3 clusters Score -709968.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -709976.687500 Penalty: 2805.441406
	Iteration 25Q: 3 clusters Score -709976.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -709983.062500 Penalty: 2805.441406
	Iteration 26Q: 3 clusters Score -709983.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -709989.375000 Penalty: 2805.441406
	Iteration 27Q: 3 clusters Score -709989.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -709996.937500 Penalty: 2805.441406
	Iteration 28Q: 3 clusters Score -709996.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -710002.000000 Penalty: 2805.441406
	Iteration 29Q: 3 clusters Score -710002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -710008.250000 Penalty: 2805.441406
	Iteration 30Q: 3 clusters Score -710008.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -710018.750000 Penalty: 2805.441406
	Iteration 31Q: 3 clusters Score -710018.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -710027.250000 Penalty: 2805.441406
	Iteration 32Q: 3 clusters Score -710027.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -710042.375000 Penalty: 2805.441406
	Iteration 33Q: 3 clusters Score -710042.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -710059.125000 Penalty: 2805.441406
	Iteration 34Q: 3 clusters Score -710059.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -710072.375000 Penalty: 2805.441406
	Iteration 35Q: 3 clusters Score -710072.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -710083.250000 Penalty: 2805.441406
	Iteration 36Q: 3 clusters Score -710083.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -710091.000000 Penalty: 2805.441406
	Iteration 37Q: 3 clusters Score -710091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -710101.000000 Penalty: 2805.441406
	Iteration 38Q: 3 clusters Score -710101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -710106.562500 Penalty: 2805.441406
	Iteration 39Q: 3 clusters Score -710106.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -710107.062500 Penalty: 2805.441406
	Iteration 40F: 3 clusters Score -710107.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -710115.000000 Penalty: 2805.441406
	Iteration 41Q: 3 clusters Score -710115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -710121.875000 Penalty: 2805.441406
	Iteration 42Q: 3 clusters Score -710121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -710127.125000 Penalty: 2805.441406
	Iteration 43Q: 3 clusters Score -710127.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -710135.500000 Penalty: 2805.441406
	Iteration 44Q: 3 clusters Score -710135.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -710145.687500 Penalty: 2805.441406
	Iteration 45Q: 3 clusters Score -710145.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -710156.125000 Penalty: 2805.441406
	Iteration 46Q: 3 clusters Score -710156.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -710166.062500 Penalty: 2805.441406
	Iteration 47Q: 3 clusters Score -710166.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -710173.250000 Penalty: 2805.441406
	Iteration 48Q: 3 clusters Score -710173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -710180.250000 Penalty: 2805.441406
	Iteration 49Q: 3 clusters Score -710180.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -710184.125000 Penalty: 2805.441406
	Iteration 50Q: 3 clusters Score -710184.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -710194.312500 Penalty: 2805.441406
	Iteration 51Q: 3 clusters Score -710194.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -710196.062500 Penalty: 2805.441406
	Iteration 52Q: 3 clusters Score -710196.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -710201.062500 Penalty: 2805.441406
	Iteration 53Q: 3 clusters Score -710201.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -710208.000000 Penalty: 2805.441406
	Iteration 54Q: 3 clusters Score -710208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -710216.250000 Penalty: 2805.441406
	Iteration 55Q: 3 clusters Score -710216.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -710225.812500 Penalty: 2805.441406
	Iteration 56Q: 3 clusters Score -710225.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -710234.687500 Penalty: 2805.441406
	Iteration 57Q: 3 clusters Score -710234.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -710242.000000 Penalty: 2805.441406
	Iteration 58Q: 3 clusters Score -710242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -710247.375000 Penalty: 2805.441406
	Iteration 59Q: 3 clusters Score -710247.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -710252.125000 Penalty: 2805.441406
	Iteration 60F: 3 clusters Score -710252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -710252.875000 Penalty: 2805.441406
	Iteration 61Q: 3 clusters Score -710252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -710254.562500 Penalty: 2805.441406
	Iteration 62Q: 3 clusters Score -710254.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -710257.687500 Penalty: 2805.441406
	Iteration 63Q: 3 clusters Score -710257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -710260.750000 Penalty: 2805.441406
	Iteration 64Q: 3 clusters Score -710260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -710263.062500 Penalty: 2805.441406
	Iteration 65Q: 3 clusters Score -710263.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -710262.937500 Penalty: 2805.441406
	Iteration 66Q: 3 clusters Score -710262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -710264.812500 Penalty: 2805.441406
	Iteration 67Q: 3 clusters Score -710264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -710268.062500 Penalty: 2805.441406
	Iteration 68Q: 3 clusters Score -710268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -710268.062500 Penalty: 2805.441406
	Iteration 69F: 3 clusters Score -710268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Entering Unmasked Estep 
Score: -3528263.250000 Penalty: 1663.138184
	Iteration 0F: 2 clusters Score -3528263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3509490.750000 Penalty: 3326.276367
	Iteration 0F: 3 clusters Score -3509491 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3516492.500000 Penalty: 3326.276367
	Iteration 1F: 3 clusters Score -3516492 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3516904.250000 Penalty: 3326.276367
	Iteration 2Q: 3 clusters Score -3516904 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3517345.250000 Penalty: 3326.276367
	Iteration 3Q: 3 clusters Score -3517345 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -3517786.000000 Penalty: 3326.276367
	Iteration 4Q: 3 clusters Score -3517786 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -3518217.500000 Penalty: 3326.276367
	Iteration 5Q: 3 clusters Score -3518218 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3518591.750000 Penalty: 3326.276367
	Iteration 6Q: 3 clusters Score -3518592 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3518948.000000 Penalty: 3326.276367
	Iteration 7Q: 3 clusters Score -3518948 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3519247.000000 Penalty: 3326.276367
	Iteration 8Q: 3 clusters Score -3519247 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -3519497.750000 Penalty: 3326.276367
	Iteration 9Q: 3 clusters Score -3519498 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -3519712.250000 Penalty: 3326.276367
	Iteration 10Q: 3 clusters Score -3519712 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -3519894.500000 Penalty: 3326.276367
	Iteration 11Q: 3 clusters Score -3519894 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -3520093.000000 Penalty: 3326.276367
	Iteration 12Q: 3 clusters Score -3520093 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3520299.500000 Penalty: 3326.276367
	Iteration 13Q: 3 clusters Score -3520300 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -3520512.000000 Penalty: 3326.276367
	Iteration 14Q: 3 clusters Score -3520512 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3520708.250000 Penalty: 3326.276367
	Iteration 15Q: 3 clusters Score -3520708 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3520958.000000 Penalty: 3326.276367
	Iteration 16Q: 3 clusters Score -3520958 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3521246.250000 Penalty: 3326.276367
	Iteration 17Q: 3 clusters Score -3521246 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3521614.500000 Penalty: 3326.276367
	Iteration 18Q: 3 clusters Score -3521614 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3522093.500000 Penalty: 3326.276367
	Iteration 19Q: 3 clusters Score -3522094 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3522724.750000 Penalty: 3326.276367
	Iteration 20F: 3 clusters Score -3522725 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3523575.500000 Penalty: 3326.276367
	Iteration 21Q: 3 clusters Score -3523576 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3524582.250000 Penalty: 3326.276367
	Iteration 22Q: 3 clusters Score -3524582 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3525424.500000 Penalty: 3326.276367
	Iteration 23Q: 3 clusters Score -3525424 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3526108.250000 Penalty: 3326.276367
	Iteration 24Q: 3 clusters Score -3526108 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3526448.250000 Penalty: 3326.276367
	Iteration 25Q: 3 clusters Score -3526448 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3526649.250000 Penalty: 3326.276367
	Iteration 26Q: 3 clusters Score -3526649 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3526750.750000 Penalty: 3326.276367
	Iteration 27Q: 3 clusters Score -3526751 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3526818.500000 Penalty: 3326.276367
	Iteration 28Q: 3 clusters Score -3526818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3526837.000000 Penalty: 3326.276367
	Iteration 29Q: 3 clusters Score -3526837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3526859.000000 Penalty: 3326.276367
	Iteration 30Q: 3 clusters Score -3526859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3526866.750000 Penalty: 3326.276367
	Iteration 31Q: 3 clusters Score -3526867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3526878.750000 Penalty: 3326.276367
	Iteration 32Q: 3 clusters Score -3526879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3526885.000000 Penalty: 3326.276367
	Iteration 33Q: 3 clusters Score -3526885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3526896.750000 Penalty: 3326.276367
	Iteration 34Q: 3 clusters Score -3526897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3526906.250000 Penalty: 3326.276367
	Iteration 35Q: 3 clusters Score -3526906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3526903.500000 Penalty: 3326.276367
	Iteration 36Q: 3 clusters Score -3526904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3526907.500000 Penalty: 3326.276367
	Iteration 37Q: 3 clusters Score -3526908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3526911.250000 Penalty: 3326.276367
	Iteration 38Q: 3 clusters Score -3526911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3526911.250000 Penalty: 3326.276367
	Iteration 39Q: 3 clusters Score -3526911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3526913.500000 Penalty: 3326.276367
	Iteration 40F: 3 clusters Score -3526914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3526913.500000 Penalty: 3326.276367
	Iteration 41Q: 3 clusters Score -3526914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3526917.250000 Penalty: 3326.276367
	Iteration 42Q: 3 clusters Score -3526917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3526917.250000 Penalty: 3326.276367
	Iteration 43Q: 3 clusters Score -3526917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3526920.500000 Penalty: 3326.276367
	Iteration 44Q: 3 clusters Score -3526920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3526920.250000 Penalty: 3326.276367
	Iteration 45Q: 3 clusters Score -3526920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3526921.250000 Penalty: 3326.276367
	Iteration 46Q: 3 clusters Score -3526921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3526921.250000 Penalty: 3326.276367
	Iteration 47F: 3 clusters Score -3526921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (86093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Entering Unmasked Estep 
Score: -10961993.000000 Penalty: 1846.517212
	Iteration 0F: 2 clusters Score -1.096199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -10905052.000000 Penalty: 3693.034424
	Iteration 0F: 3 clusters Score -1.090505e+07 nChanged 41206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -10929229.000000 Penalty: 3693.034424
	Iteration 1F: 3 clusters Score -1.092923e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -10930046.000000 Penalty: 3693.034424
	Iteration 2Q: 3 clusters Score -1.093005e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -10931180.000000 Penalty: 3693.034424
	Iteration 3Q: 3 clusters Score -1.093118e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -10932813.000000 Penalty: 3693.034424
	Iteration 4Q: 3 clusters Score -1.093281e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -10935328.000000 Penalty: 3693.034424
	Iteration 5F: 3 clusters Score -1.093533e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -10938979.000000 Penalty: 3693.034424
	Iteration 6F: 3 clusters Score -1.093898e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -10943864.000000 Penalty: 3693.034424
	Iteration 7F: 3 clusters Score -1.094386e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57888 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -10949177.000000 Penalty: 3693.034424
	Iteration 8F: 3 clusters Score -1.094918e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -10953293.000000 Penalty: 3693.034424
	Iteration 9F: 3 clusters Score -1.095329e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -10955198.000000 Penalty: 3693.034424
	Iteration 10Q: 3 clusters Score -1.09552e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -10956144.000000 Penalty: 3693.034424
	Iteration 11Q: 3 clusters Score -1.095614e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -10956868.000000 Penalty: 3693.034424
	Iteration 12Q: 3 clusters Score -1.095687e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -10957316.000000 Penalty: 3693.034424
	Iteration 13Q: 3 clusters Score -1.095732e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -10957606.000000 Penalty: 3693.034424
	Iteration 14Q: 3 clusters Score -1.095761e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -10957866.000000 Penalty: 3693.034424
	Iteration 15Q: 3 clusters Score -1.095787e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -10958051.000000 Penalty: 3693.034424
	Iteration 16Q: 3 clusters Score -1.095805e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -10958198.000000 Penalty: 3693.034424
	Iteration 17Q: 3 clusters Score -1.09582e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -10958314.000000 Penalty: 3693.034424
	Iteration 18Q: 3 clusters Score -1.095831e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -10958456.000000 Penalty: 3693.034424
	Iteration 19Q: 3 clusters Score -1.095846e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68831 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -10958554.000000 Penalty: 3693.034424
	Iteration 20F: 3 clusters Score -1.095855e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -10958617.000000 Penalty: 3693.034424
	Iteration 21Q: 3 clusters Score -1.095862e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -10958641.000000 Penalty: 3693.034424
	Iteration 22Q: 3 clusters Score -1.095864e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -10958712.000000 Penalty: 3693.034424
	Iteration 23Q: 3 clusters Score -1.095871e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70920 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -10958731.000000 Penalty: 3693.034424
	Iteration 24Q: 3 clusters Score -1.095873e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71423 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -10958794.000000 Penalty: 3693.034424
	Iteration 25Q: 3 clusters Score -1.095879e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -10958909.000000 Penalty: 3693.034424
	Iteration 26Q: 3 clusters Score -1.095891e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -10958967.000000 Penalty: 3693.034424
	Iteration 27Q: 3 clusters Score -1.095897e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72896 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -10959004.000000 Penalty: 3693.034424
	Iteration 28Q: 3 clusters Score -1.0959e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -10959096.000000 Penalty: 3693.034424
	Iteration 29Q: 3 clusters Score -1.09591e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73669 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -10959159.000000 Penalty: 3693.034424
	Iteration 30Q: 3 clusters Score -1.095916e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74031 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -10959157.000000 Penalty: 3693.034424
	Iteration 31Q: 3 clusters Score -1.095916e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74363 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -10959185.000000 Penalty: 3693.034424
	Iteration 32Q: 3 clusters Score -1.095918e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74681 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -10959184.000000 Penalty: 3693.034424
	Iteration 33Q: 3 clusters Score -1.095918e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -10959210.000000 Penalty: 3693.034424
	Iteration 34Q: 3 clusters Score -1.095921e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -10959220.000000 Penalty: 3693.034424
	Iteration 35Q: 3 clusters Score -1.095922e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -10959289.000000 Penalty: 3693.034424
	Iteration 36Q: 3 clusters Score -1.095929e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76032 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -10959319.000000 Penalty: 3693.034424
	Iteration 37Q: 3 clusters Score -1.095932e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -10959337.000000 Penalty: 3693.034424
	Iteration 38Q: 3 clusters Score -1.095934e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76713 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -10959328.000000 Penalty: 3693.034424
	Iteration 39Q: 3 clusters Score -1.095933e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77073 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -10959363.000000 Penalty: 3693.034424
	Iteration 40F: 3 clusters Score -1.095936e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77404 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -10959431.000000 Penalty: 3693.034424
	Iteration 41Q: 3 clusters Score -1.095943e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -10959484.000000 Penalty: 3693.034424
	Iteration 42Q: 3 clusters Score -1.095948e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78027 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -10959480.000000 Penalty: 3693.034424
	Iteration 43Q: 3 clusters Score -1.095948e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78307 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -10959503.000000 Penalty: 3693.034424
	Iteration 44Q: 3 clusters Score -1.09595e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78553 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -10959532.000000 Penalty: 3693.034424
	Iteration 45Q: 3 clusters Score -1.095953e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -10959521.000000 Penalty: 3693.034424
	Iteration 46Q: 3 clusters Score -1.095952e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79025 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -10959563.000000 Penalty: 3693.034424
	Iteration 47Q: 3 clusters Score -1.095956e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -10959563.000000 Penalty: 3693.034424
	Iteration 48Q: 3 clusters Score -1.095956e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -10959617.000000 Penalty: 3693.034424
	Iteration 49Q: 3 clusters Score -1.095962e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79726 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -10959620.000000 Penalty: 3693.034424
	Iteration 50Q: 3 clusters Score -1.095962e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -10959608.000000 Penalty: 3693.034424
	Iteration 51Q: 3 clusters Score -1.095961e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80163 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -10959653.000000 Penalty: 3693.034424
	Iteration 52Q: 3 clusters Score -1.095965e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80369 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -10959691.000000 Penalty: 3693.034424
	Iteration 53Q: 3 clusters Score -1.095969e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80584 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -10959705.000000 Penalty: 3693.034424
	Iteration 54Q: 3 clusters Score -1.09597e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80809 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -10959778.000000 Penalty: 3693.034424
	Iteration 55Q: 3 clusters Score -1.095978e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81042 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -10959806.000000 Penalty: 3693.034424
	Iteration 56Q: 3 clusters Score -1.095981e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81270 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -10959812.000000 Penalty: 3693.034424
	Iteration 57Q: 3 clusters Score -1.095981e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81498 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -10959902.000000 Penalty: 3693.034424
	Iteration 58Q: 3 clusters Score -1.09599e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -10959917.000000 Penalty: 3693.034424
	Iteration 59Q: 3 clusters Score -1.095992e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -10959994.000000 Penalty: 3693.034424
	Iteration 60F: 3 clusters Score -1.095999e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82098 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -10960005.000000 Penalty: 3693.034424
	Iteration 61Q: 3 clusters Score -1.096e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -10960036.000000 Penalty: 3693.034424
	Iteration 62Q: 3 clusters Score -1.096004e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82464 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -10960082.000000 Penalty: 3693.034424
	Iteration 63Q: 3 clusters Score -1.096008e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -10960107.000000 Penalty: 3693.034424
	Iteration 64Q: 3 clusters Score -1.096011e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82802 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -10960144.000000 Penalty: 3693.034424
	Iteration 65Q: 3 clusters Score -1.096014e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -10960185.000000 Penalty: 3693.034424
	Iteration 66Q: 3 clusters Score -1.096018e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -10960219.000000 Penalty: 3693.034424
	Iteration 67Q: 3 clusters Score -1.096022e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83289 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -10960240.000000 Penalty: 3693.034424
	Iteration 68Q: 3 clusters Score -1.096024e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -10960251.000000 Penalty: 3693.034424
	Iteration 69Q: 3 clusters Score -1.096025e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -10960231.000000 Penalty: 3693.034424
	Iteration 70Q: 3 clusters Score -1.096023e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -10960258.000000 Penalty: 3693.034424
	Iteration 71Q: 3 clusters Score -1.096026e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83852 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -10960289.000000 Penalty: 3693.034424
	Iteration 72Q: 3 clusters Score -1.096029e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -10960299.000000 Penalty: 3693.034424
	Iteration 73Q: 3 clusters Score -1.09603e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -10960318.000000 Penalty: 3693.034424
	Iteration 74Q: 3 clusters Score -1.096032e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84147 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -10960339.000000 Penalty: 3693.034424
	Iteration 75Q: 3 clusters Score -1.096034e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84248 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -10960396.000000 Penalty: 3693.034424
	Iteration 76Q: 3 clusters Score -1.09604e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -10960401.000000 Penalty: 3693.034424
	Iteration 77Q: 3 clusters Score -1.09604e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84418 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10960430.000000 Penalty: 3693.034424
	Iteration 78Q: 3 clusters Score -1.096043e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -10960426.000000 Penalty: 3693.034424
	Iteration 79Q: 3 clusters Score -1.096043e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84556 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -10960448.000000 Penalty: 3693.034424
	Iteration 80F: 3 clusters Score -1.096045e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -10960462.000000 Penalty: 3693.034424
	Iteration 81Q: 3 clusters Score -1.096046e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -10960469.000000 Penalty: 3693.034424
	Iteration 82Q: 3 clusters Score -1.096047e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84737 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -10960499.000000 Penalty: 3693.034424
	Iteration 83Q: 3 clusters Score -1.09605e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -10960500.000000 Penalty: 3693.034424
	Iteration 84Q: 3 clusters Score -1.09605e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84838 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10960509.000000 Penalty: 3693.034424
	Iteration 85Q: 3 clusters Score -1.096051e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -10960494.000000 Penalty: 3693.034424
	Iteration 86Q: 3 clusters Score -1.096049e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84912 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -10960485.000000 Penalty: 3693.034424
	Iteration 87Q: 3 clusters Score -1.096048e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -10960505.000000 Penalty: 3693.034424
	Iteration 88Q: 3 clusters Score -1.09605e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84982 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -10960524.000000 Penalty: 3693.034424
	Iteration 89Q: 3 clusters Score -1.096052e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85008 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -10960532.000000 Penalty: 3693.034424
	Iteration 90Q: 3 clusters Score -1.096053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10960535.000000 Penalty: 3693.034424
	Iteration 91Q: 3 clusters Score -1.096054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85029 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10960536.000000 Penalty: 3693.034424
	Iteration 92Q: 3 clusters Score -1.096054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85036 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10960544.000000 Penalty: 3693.034424
	Iteration 93Q: 3 clusters Score -1.096054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10960545.000000 Penalty: 3693.034424
	Iteration 94Q: 3 clusters Score -1.096054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85051 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10960535.000000 Penalty: 3693.034424
	Iteration 95Q: 3 clusters Score -1.096054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -10960536.000000 Penalty: 3693.034424
	Iteration 96Q: 3 clusters Score -1.096054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85061 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10960549.000000 Penalty: 3693.034424
	Iteration 97Q: 3 clusters Score -1.096055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85066 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10960538.000000 Penalty: 3693.034424
	Iteration 98Q: 3 clusters Score -1.096054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85069 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10960539.000000 Penalty: 3693.034424
	Iteration 99Q: 3 clusters Score -1.096054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10960547.000000 Penalty: 3693.034424
	Iteration 100F: 3 clusters Score -1.096055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85077 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -10960552.000000 Penalty: 3693.034424
	Iteration 101Q: 3 clusters Score -1.096055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10960547.000000 Penalty: 3693.034424
	Iteration 102Q: 3 clusters Score -1.096055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85086 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -10960553.000000 Penalty: 3693.034424
	Iteration 103Q: 3 clusters Score -1.096055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10960540.000000 Penalty: 3693.034424
	Iteration 104Q: 3 clusters Score -1.096054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -10960537.000000 Penalty: 3693.034424
	Iteration 105Q: 3 clusters Score -1.096054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85095 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10960542.000000 Penalty: 3693.034424
	Iteration 106Q: 3 clusters Score -1.096054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10960546.000000 Penalty: 3693.034424
	Iteration 107Q: 3 clusters Score -1.096055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85111 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -10960556.000000 Penalty: 3693.034424
	Iteration 108Q: 3 clusters Score -1.096056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -10960542.000000 Penalty: 3693.034424
	Iteration 109Q: 3 clusters Score -1.096054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85121 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -10960543.000000 Penalty: 3693.034424
	Iteration 110Q: 3 clusters Score -1.096054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10960551.000000 Penalty: 3693.034424
	Iteration 111Q: 3 clusters Score -1.096055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85132 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10960540.000000 Penalty: 3693.034424
	Iteration 112Q: 3 clusters Score -1.096054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -10960545.000000 Penalty: 3693.034424
	Iteration 113Q: 3 clusters Score -1.096054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85140 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10960548.000000 Penalty: 3693.034424
	Iteration 114Q: 3 clusters Score -1.096055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85142 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10960558.000000 Penalty: 3693.034424
	Iteration 115Q: 3 clusters Score -1.096056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85142 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10960558.000000 Penalty: 3693.034424
	Iteration 116F: 3 clusters Score -1.096056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Entering Unmasked Estep 
Score: -883947.062500 Penalty: 1438.581299
	Iteration 0F: 2 clusters Score -883947.1 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 3503 members 
Entering Unmasked Estep 
Score: -878734.625000 Penalty: 2877.162598
	Iteration 0F: 3 clusters Score -878734.6 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -880800.875000 Penalty: 2877.162598
	Iteration 1F: 3 clusters Score -880800.9 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -881541.687500 Penalty: 2877.162598
	Iteration 2F: 3 clusters Score -881541.7 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -882199.375000 Penalty: 2877.162598
	Iteration 3F: 3 clusters Score -882199.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -882676.625000 Penalty: 2877.162598
	Iteration 4F: 3 clusters Score -882676.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -882931.937500 Penalty: 2877.162598
	Iteration 5F: 3 clusters Score -882931.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -883046.562500 Penalty: 2877.162598
	Iteration 6Q: 3 clusters Score -883046.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -883128.937500 Penalty: 2877.162598
	Iteration 7Q: 3 clusters Score -883128.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -883175.437500 Penalty: 2877.162598
	Iteration 8Q: 3 clusters Score -883175.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -883205.562500 Penalty: 2877.162598
	Iteration 9Q: 3 clusters Score -883205.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -883226.437500 Penalty: 2877.162598
	Iteration 10Q: 3 clusters Score -883226.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -883238.937500 Penalty: 2877.162598
	Iteration 11Q: 3 clusters Score -883238.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -883251.750000 Penalty: 2877.162598
	Iteration 12Q: 3 clusters Score -883251.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -883269.062500 Penalty: 2877.162598
	Iteration 13Q: 3 clusters Score -883269.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -883281.875000 Penalty: 2877.162598
	Iteration 14Q: 3 clusters Score -883281.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -883298.187500 Penalty: 2877.162598
	Iteration 15Q: 3 clusters Score -883298.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -883309.812500 Penalty: 2877.162598
	Iteration 16Q: 3 clusters Score -883309.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -883322.625000 Penalty: 2877.162598
	Iteration 17Q: 3 clusters Score -883322.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -883337.500000 Penalty: 2877.162598
	Iteration 18Q: 3 clusters Score -883337.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -883356.875000 Penalty: 2877.162598
	Iteration 19Q: 3 clusters Score -883356.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -883370.375000 Penalty: 2877.162598
	Iteration 20F: 3 clusters Score -883370.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -883385.687500 Penalty: 2877.162598
	Iteration 21Q: 3 clusters Score -883385.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -883393.500000 Penalty: 2877.162598
	Iteration 22Q: 3 clusters Score -883393.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -883405.875000 Penalty: 2877.162598
	Iteration 23Q: 3 clusters Score -883405.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -883415.687500 Penalty: 2877.162598
	Iteration 24Q: 3 clusters Score -883415.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -883426.375000 Penalty: 2877.162598
	Iteration 25Q: 3 clusters Score -883426.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -883438.312500 Penalty: 2877.162598
	Iteration 26Q: 3 clusters Score -883438.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -883451.187500 Penalty: 2877.162598
	Iteration 27Q: 3 clusters Score -883451.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -883463.062500 Penalty: 2877.162598
	Iteration 28Q: 3 clusters Score -883463.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -883468.062500 Penalty: 2877.162598
	Iteration 29Q: 3 clusters Score -883468.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -883476.375000 Penalty: 2877.162598
	Iteration 30Q: 3 clusters Score -883476.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -883477.937500 Penalty: 2877.162598
	Iteration 31Q: 3 clusters Score -883477.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -883481.562500 Penalty: 2877.162598
	Iteration 32Q: 3 clusters Score -883481.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -883485.000000 Penalty: 2877.162598
	Iteration 33Q: 3 clusters Score -883485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -883487.812500 Penalty: 2877.162598
	Iteration 34Q: 3 clusters Score -883487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -883486.187500 Penalty: 2877.162598
	Iteration 35Q: 3 clusters Score -883486.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -883487.375000 Penalty: 2877.162598
	Iteration 36Q: 3 clusters Score -883487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -883489.687500 Penalty: 2877.162598
	Iteration 37Q: 3 clusters Score -883489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -883492.000000 Penalty: 2877.162598
	Iteration 38Q: 3 clusters Score -883492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -883493.437500 Penalty: 2877.162598
	Iteration 39Q: 3 clusters Score -883493.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -883493.125000 Penalty: 2877.162598
	Iteration 40F: 3 clusters Score -883493.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -883492.312500 Penalty: 2877.162598
	Iteration 41Q: 3 clusters Score -883492.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -883492.312500 Penalty: 2877.162598
	Iteration 42Q: 3 clusters Score -883492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -883494.187500 Penalty: 2877.162598
	Iteration 43Q: 3 clusters Score -883494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -883494.187500 Penalty: 2877.162598
	Iteration 44F: 3 clusters Score -883494.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Entering Unmasked Estep 
Score: -1352638.625000 Penalty: 1514.442017
	Iteration 0F: 2 clusters Score -1352639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1344769.500000 Penalty: 3028.884033
	Iteration 0F: 3 clusters Score -1344770 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1347406.875000 Penalty: 3028.884033
	Iteration 1F: 3 clusters Score -1347407 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1347792.875000 Penalty: 3028.884033
	Iteration 2F: 3 clusters Score -1347793 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1348280.500000 Penalty: 3028.884033
	Iteration 3F: 3 clusters Score -1348280 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1348866.625000 Penalty: 3028.884033
	Iteration 4F: 3 clusters Score -1348867 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1349574.250000 Penalty: 3028.884033
	Iteration 5F: 3 clusters Score -1349574 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1350313.125000 Penalty: 3028.884033
	Iteration 6F: 3 clusters Score -1350313 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1350915.500000 Penalty: 3028.884033
	Iteration 7F: 3 clusters Score -1350916 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1351314.625000 Penalty: 3028.884033
	Iteration 8Q: 3 clusters Score -1351315 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1351563.500000 Penalty: 3028.884033
	Iteration 9Q: 3 clusters Score -1351564 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1351695.625000 Penalty: 3028.884033
	Iteration 10Q: 3 clusters Score -1351696 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1351767.625000 Penalty: 3028.884033
	Iteration 11Q: 3 clusters Score -1351768 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1351803.500000 Penalty: 3028.884033
	Iteration 12Q: 3 clusters Score -1351804 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1351834.125000 Penalty: 3028.884033
	Iteration 13Q: 3 clusters Score -1351834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1351841.750000 Penalty: 3028.884033
	Iteration 14Q: 3 clusters Score -1351842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1351858.875000 Penalty: 3028.884033
	Iteration 15Q: 3 clusters Score -1351859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1351870.125000 Penalty: 3028.884033
	Iteration 16Q: 3 clusters Score -1351870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1351879.750000 Penalty: 3028.884033
	Iteration 17Q: 3 clusters Score -1351880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1351886.500000 Penalty: 3028.884033
	Iteration 18Q: 3 clusters Score -1351886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1351898.625000 Penalty: 3028.884033
	Iteration 19Q: 3 clusters Score -1351899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1351911.750000 Penalty: 3028.884033
	Iteration 20F: 3 clusters Score -1351912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1351922.625000 Penalty: 3028.884033
	Iteration 21Q: 3 clusters Score -1351923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1351934.000000 Penalty: 3028.884033
	Iteration 22Q: 3 clusters Score -1351934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1351947.125000 Penalty: 3028.884033
	Iteration 23Q: 3 clusters Score -1351947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1351963.500000 Penalty: 3028.884033
	Iteration 24Q: 3 clusters Score -1351964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1351978.750000 Penalty: 3028.884033
	Iteration 25Q: 3 clusters Score -1351979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1351995.750000 Penalty: 3028.884033
	Iteration 26Q: 3 clusters Score -1351996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1352009.500000 Penalty: 3028.884033
	Iteration 27Q: 3 clusters Score -1352010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1352020.250000 Penalty: 3028.884033
	Iteration 28Q: 3 clusters Score -1352020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1352029.750000 Penalty: 3028.884033
	Iteration 29Q: 3 clusters Score -1352030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1352039.500000 Penalty: 3028.884033
	Iteration 30Q: 3 clusters Score -1352040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1352045.500000 Penalty: 3028.884033
	Iteration 31Q: 3 clusters Score -1352046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1352048.125000 Penalty: 3028.884033
	Iteration 32Q: 3 clusters Score -1352048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1352051.375000 Penalty: 3028.884033
	Iteration 33Q: 3 clusters Score -1352051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1352059.750000 Penalty: 3028.884033
	Iteration 34Q: 3 clusters Score -1352060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1352062.625000 Penalty: 3028.884033
	Iteration 35Q: 3 clusters Score -1352063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1352067.750000 Penalty: 3028.884033
	Iteration 36Q: 3 clusters Score -1352068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1352069.000000 Penalty: 3028.884033
	Iteration 37Q: 3 clusters Score -1352069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1352071.625000 Penalty: 3028.884033
	Iteration 38Q: 3 clusters Score -1352072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1352075.875000 Penalty: 3028.884033
	Iteration 39Q: 3 clusters Score -1352076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1352078.750000 Penalty: 3028.884033
	Iteration 40F: 3 clusters Score -1352079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1352085.000000 Penalty: 3028.884033
	Iteration 41Q: 3 clusters Score -1352085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1352089.125000 Penalty: 3028.884033
	Iteration 42Q: 3 clusters Score -1352089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1352094.125000 Penalty: 3028.884033
	Iteration 43Q: 3 clusters Score -1352094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1352095.125000 Penalty: 3028.884033
	Iteration 44Q: 3 clusters Score -1352095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1352098.500000 Penalty: 3028.884033
	Iteration 45Q: 3 clusters Score -1352098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1352101.750000 Penalty: 3028.884033
	Iteration 46Q: 3 clusters Score -1352102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1352102.625000 Penalty: 3028.884033
	Iteration 47Q: 3 clusters Score -1352103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1352100.625000 Penalty: 3028.884033
	Iteration 48Q: 3 clusters Score -1352101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1352101.750000 Penalty: 3028.884033
	Iteration 49Q: 3 clusters Score -1352102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1352101.500000 Penalty: 3028.884033
	Iteration 50Q: 3 clusters Score -1352102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1352101.500000 Penalty: 3028.884033
	Iteration 51F: 3 clusters Score -1352102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Entering Unmasked Estep 
Score: -485898.343750 Penalty: 1354.312622
	Iteration 0F: 2 clusters Score -485898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -482407.968750 Penalty: 2708.625244
	Iteration 0F: 3 clusters Score -482408 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -483332.468750 Penalty: 2708.625244
	Iteration 1F: 3 clusters Score -483332.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -483545.500000 Penalty: 2708.625244
	Iteration 2F: 3 clusters Score -483545.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -483676.500000 Penalty: 2708.625244
	Iteration 3F: 3 clusters Score -483676.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -483770.593750 Penalty: 2708.625244
	Iteration 4Q: 3 clusters Score -483770.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -483845.937500 Penalty: 2708.625244
	Iteration 5Q: 3 clusters Score -483845.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -483913.250000 Penalty: 2708.625244
	Iteration 6Q: 3 clusters Score -483913.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -483969.125000 Penalty: 2708.625244
	Iteration 7Q: 3 clusters Score -483969.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -484012.593750 Penalty: 2708.625244
	Iteration 8Q: 3 clusters Score -484012.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -484072.312500 Penalty: 2708.625244
	Iteration 9Q: 3 clusters Score -484072.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -484151.093750 Penalty: 2708.625244
	Iteration 10Q: 3 clusters Score -484151.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -484226.812500 Penalty: 2708.625244
	Iteration 11Q: 3 clusters Score -484226.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -484276.531250 Penalty: 2708.625244
	Iteration 12Q: 3 clusters Score -484276.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -484329.687500 Penalty: 2708.625244
	Iteration 13Q: 3 clusters Score -484329.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -484379.031250 Penalty: 2708.625244
	Iteration 14Q: 3 clusters Score -484379 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -484441.781250 Penalty: 2708.625244
	Iteration 15Q: 3 clusters Score -484441.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -484493.281250 Penalty: 2708.625244
	Iteration 16Q: 3 clusters Score -484493.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -484542.250000 Penalty: 2708.625244
	Iteration 17Q: 3 clusters Score -484542.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -484597.843750 Penalty: 2708.625244
	Iteration 18Q: 3 clusters Score -484597.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -484646.468750 Penalty: 2708.625244
	Iteration 19Q: 3 clusters Score -484646.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -484681.812500 Penalty: 2708.625244
	Iteration 20F: 3 clusters Score -484681.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -484721.656250 Penalty: 2708.625244
	Iteration 21Q: 3 clusters Score -484721.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -484760.000000 Penalty: 2708.625244
	Iteration 22Q: 3 clusters Score -484760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -484804.843750 Penalty: 2708.625244
	Iteration 23Q: 3 clusters Score -484804.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -484843.093750 Penalty: 2708.625244
	Iteration 24Q: 3 clusters Score -484843.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -484865.500000 Penalty: 2708.625244
	Iteration 25Q: 3 clusters Score -484865.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -484881.875000 Penalty: 2708.625244
	Iteration 26Q: 3 clusters Score -484881.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -484898.812500 Penalty: 2708.625244
	Iteration 27Q: 3 clusters Score -484898.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -484909.531250 Penalty: 2708.625244
	Iteration 28Q: 3 clusters Score -484909.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -484922.750000 Penalty: 2708.625244
	Iteration 29Q: 3 clusters Score -484922.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -484935.312500 Penalty: 2708.625244
	Iteration 30Q: 3 clusters Score -484935.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -484944.312500 Penalty: 2708.625244
	Iteration 31Q: 3 clusters Score -484944.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -484952.093750 Penalty: 2708.625244
	Iteration 32Q: 3 clusters Score -484952.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -484963.718750 Penalty: 2708.625244
	Iteration 33Q: 3 clusters Score -484963.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -484975.218750 Penalty: 2708.625244
	Iteration 34Q: 3 clusters Score -484975.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -484982.718750 Penalty: 2708.625244
	Iteration 35Q: 3 clusters Score -484982.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -484985.687500 Penalty: 2708.625244
	Iteration 36Q: 3 clusters Score -484985.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -484987.781250 Penalty: 2708.625244
	Iteration 37Q: 3 clusters Score -484987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -484992.781250 Penalty: 2708.625244
	Iteration 38Q: 3 clusters Score -484992.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -484996.875000 Penalty: 2708.625244
	Iteration 39Q: 3 clusters Score -484996.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -484999.343750 Penalty: 2708.625244
	Iteration 40F: 3 clusters Score -484999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -485002.031250 Penalty: 2708.625244
	Iteration 41Q: 3 clusters Score -485002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -485002.593750 Penalty: 2708.625244
	Iteration 42Q: 3 clusters Score -485002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -485003.843750 Penalty: 2708.625244
	Iteration 43Q: 3 clusters Score -485003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -485004.500000 Penalty: 2708.625244
	Iteration 44Q: 3 clusters Score -485004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -485006.218750 Penalty: 2708.625244
	Iteration 45Q: 3 clusters Score -485006.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -485005.875000 Penalty: 2708.625244
	Iteration 46Q: 3 clusters Score -485005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -485005.312500 Penalty: 2708.625244
	Iteration 47Q: 3 clusters Score -485005.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -485005.312500 Penalty: 2708.625244
	Iteration 48F: 3 clusters Score -485005.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Entering Unmasked Estep 
Score: -1452754.250000 Penalty: 1520.672485
	Iteration 0F: 2 clusters Score -1452754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1444497.125000 Penalty: 3041.344971
	Iteration 0F: 3 clusters Score -1444497 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1447215.875000 Penalty: 3041.344971
	Iteration 1F: 3 clusters Score -1447216 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1447421.625000 Penalty: 3041.344971
	Iteration 2F: 3 clusters Score -1447422 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1447558.250000 Penalty: 3041.344971
	Iteration 3Q: 3 clusters Score -1447558 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1447650.000000 Penalty: 3041.344971
	Iteration 4Q: 3 clusters Score -1447650 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1447726.000000 Penalty: 3041.344971
	Iteration 5Q: 3 clusters Score -1447726 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1447782.250000 Penalty: 3041.344971
	Iteration 6Q: 3 clusters Score -1447782 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1447834.750000 Penalty: 3041.344971
	Iteration 7Q: 3 clusters Score -1447835 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1447887.875000 Penalty: 3041.344971
	Iteration 8Q: 3 clusters Score -1447888 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1447942.750000 Penalty: 3041.344971
	Iteration 9Q: 3 clusters Score -1447943 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1448014.625000 Penalty: 3041.344971
	Iteration 10Q: 3 clusters Score -1448015 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1448092.250000 Penalty: 3041.344971
	Iteration 11Q: 3 clusters Score -1448092 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1448171.500000 Penalty: 3041.344971
	Iteration 12Q: 3 clusters Score -1448172 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1448280.000000 Penalty: 3041.344971
	Iteration 13Q: 3 clusters Score -1448280 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1448404.375000 Penalty: 3041.344971
	Iteration 14Q: 3 clusters Score -1448404 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1448529.750000 Penalty: 3041.344971
	Iteration 15Q: 3 clusters Score -1448530 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1448698.500000 Penalty: 3041.344971
	Iteration 16Q: 3 clusters Score -1448698 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1448914.125000 Penalty: 3041.344971
	Iteration 17Q: 3 clusters Score -1448914 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1449165.625000 Penalty: 3041.344971
	Iteration 18Q: 3 clusters Score -1449166 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1449471.750000 Penalty: 3041.344971
	Iteration 19Q: 3 clusters Score -1449472 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1449818.625000 Penalty: 3041.344971
	Iteration 20F: 3 clusters Score -1449819 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1450141.000000 Penalty: 3041.344971
	Iteration 21Q: 3 clusters Score -1450141 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1450388.750000 Penalty: 3041.344971
	Iteration 22Q: 3 clusters Score -1450389 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1450587.500000 Penalty: 3041.344971
	Iteration 23Q: 3 clusters Score -1450588 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1450732.875000 Penalty: 3041.344971
	Iteration 24Q: 3 clusters Score -1450733 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1450849.500000 Penalty: 3041.344971
	Iteration 25Q: 3 clusters Score -1450850 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1450946.000000 Penalty: 3041.344971
	Iteration 26Q: 3 clusters Score -1450946 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1451042.000000 Penalty: 3041.344971
	Iteration 27Q: 3 clusters Score -1451042 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1451123.125000 Penalty: 3041.344971
	Iteration 28Q: 3 clusters Score -1451123 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1451171.500000 Penalty: 3041.344971
	Iteration 29Q: 3 clusters Score -1451172 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1451221.625000 Penalty: 3041.344971
	Iteration 30Q: 3 clusters Score -1451222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1451260.125000 Penalty: 3041.344971
	Iteration 31Q: 3 clusters Score -1451260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1451286.500000 Penalty: 3041.344971
	Iteration 32Q: 3 clusters Score -1451286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1451307.500000 Penalty: 3041.344971
	Iteration 33Q: 3 clusters Score -1451308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1451329.000000 Penalty: 3041.344971
	Iteration 34Q: 3 clusters Score -1451329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1451352.375000 Penalty: 3041.344971
	Iteration 35Q: 3 clusters Score -1451352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1451370.125000 Penalty: 3041.344971
	Iteration 36Q: 3 clusters Score -1451370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1451387.500000 Penalty: 3041.344971
	Iteration 37Q: 3 clusters Score -1451388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1451398.500000 Penalty: 3041.344971
	Iteration 38Q: 3 clusters Score -1451398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1451403.125000 Penalty: 3041.344971
	Iteration 39Q: 3 clusters Score -1451403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1451407.250000 Penalty: 3041.344971
	Iteration 40F: 3 clusters Score -1451407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1451408.625000 Penalty: 3041.344971
	Iteration 41Q: 3 clusters Score -1451409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1451409.000000 Penalty: 3041.344971
	Iteration 42Q: 3 clusters Score -1451409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1451408.750000 Penalty: 3041.344971
	Iteration 43Q: 3 clusters Score -1451409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1451408.125000 Penalty: 3041.344971
	Iteration 44Q: 3 clusters Score -1451408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1451408.125000 Penalty: 3041.344971
	Iteration 45F: 3 clusters Score -1451408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -21421.970703 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -21421.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20842.863281 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -20842.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21140.728516 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -21140.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21296.927734 Penalty: 1779.850586
	Iteration 2F: 3 clusters Score -21296.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -21345.285156 Penalty: 1779.850586
	Iteration 3F: 3 clusters Score -21345.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -21366.771484 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -21366.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -21378.027344 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -21378.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -21378.027344 Penalty: 1779.850586
	Iteration 6F: 3 clusters Score -21378.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Entering Unmasked Estep 
Score: -288088.437500 Penalty: 1273.986938
	Iteration 0F: 2 clusters Score -288088.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -285670.906250 Penalty: 2547.973877
	Iteration 0F: 3 clusters Score -285670.9 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -286402.281250 Penalty: 2547.973877
	Iteration 1F: 3 clusters Score -286402.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -286640.656250 Penalty: 2547.973877
	Iteration 2F: 3 clusters Score -286640.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -286806.500000 Penalty: 2547.973877
	Iteration 3F: 3 clusters Score -286806.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -286916.500000 Penalty: 2547.973877
	Iteration 4F: 3 clusters Score -286916.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -286995.125000 Penalty: 2547.973877
	Iteration 5Q: 3 clusters Score -286995.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -287058.875000 Penalty: 2547.973877
	Iteration 6Q: 3 clusters Score -287058.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -287103.218750 Penalty: 2547.973877
	Iteration 7Q: 3 clusters Score -287103.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -287149.781250 Penalty: 2547.973877
	Iteration 8Q: 3 clusters Score -287149.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -287189.281250 Penalty: 2547.973877
	Iteration 9Q: 3 clusters Score -287189.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -287211.593750 Penalty: 2547.973877
	Iteration 10Q: 3 clusters Score -287211.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -287232.406250 Penalty: 2547.973877
	Iteration 11Q: 3 clusters Score -287232.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -287260.875000 Penalty: 2547.973877
	Iteration 12Q: 3 clusters Score -287260.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -287287.937500 Penalty: 2547.973877
	Iteration 13Q: 3 clusters Score -287287.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -287302.656250 Penalty: 2547.973877
	Iteration 14Q: 3 clusters Score -287302.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -287318.375000 Penalty: 2547.973877
	Iteration 15Q: 3 clusters Score -287318.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -287327.593750 Penalty: 2547.973877
	Iteration 16Q: 3 clusters Score -287327.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -287337.093750 Penalty: 2547.973877
	Iteration 17Q: 3 clusters Score -287337.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -287346.062500 Penalty: 2547.973877
	Iteration 18Q: 3 clusters Score -287346.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -287360.250000 Penalty: 2547.973877
	Iteration 19Q: 3 clusters Score -287360.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -287367.062500 Penalty: 2547.973877
	Iteration 20F: 3 clusters Score -287367.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -287375.156250 Penalty: 2547.973877
	Iteration 21Q: 3 clusters Score -287375.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -287379.343750 Penalty: 2547.973877
	Iteration 22Q: 3 clusters Score -287379.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -287381.875000 Penalty: 2547.973877
	Iteration 23Q: 3 clusters Score -287381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -287383.531250 Penalty: 2547.973877
	Iteration 24Q: 3 clusters Score -287383.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -287385.406250 Penalty: 2547.973877
	Iteration 25Q: 3 clusters Score -287385.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -287387.031250 Penalty: 2547.973877
	Iteration 26Q: 3 clusters Score -287387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -287389.718750 Penalty: 2547.973877
	Iteration 27Q: 3 clusters Score -287389.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -287393.125000 Penalty: 2547.973877
	Iteration 28Q: 3 clusters Score -287393.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -287396.375000 Penalty: 2547.973877
	Iteration 29Q: 3 clusters Score -287396.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -287402.906250 Penalty: 2547.973877
	Iteration 30Q: 3 clusters Score -287402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -287410.187500 Penalty: 2547.973877
	Iteration 31Q: 3 clusters Score -287410.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -287416.843750 Penalty: 2547.973877
	Iteration 32Q: 3 clusters Score -287416.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -287422.093750 Penalty: 2547.973877
	Iteration 33Q: 3 clusters Score -287422.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -287424.718750 Penalty: 2547.973877
	Iteration 34Q: 3 clusters Score -287424.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -287427.062500 Penalty: 2547.973877
	Iteration 35Q: 3 clusters Score -287427.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -287428.343750 Penalty: 2547.973877
	Iteration 36Q: 3 clusters Score -287428.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -287428.343750 Penalty: 2547.973877
	Iteration 37F: 3 clusters Score -287428.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (30566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Entering Unmasked Estep 
Score: -3896728.750000 Penalty: 1678.242065
	Iteration 0F: 2 clusters Score -3896729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3876171.250000 Penalty: 3356.484131
	Iteration 0F: 3 clusters Score -3876171 nChanged 14065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3884072.500000 Penalty: 3356.484131
	Iteration 1F: 3 clusters Score -3884072 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3884469.500000 Penalty: 3356.484131
	Iteration 2Q: 3 clusters Score -3884470 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3884851.000000 Penalty: 3356.484131
	Iteration 3Q: 3 clusters Score -3884851 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -3885269.500000 Penalty: 3356.484131
	Iteration 4Q: 3 clusters Score -3885270 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -3885795.750000 Penalty: 3356.484131
	Iteration 5Q: 3 clusters Score -3885796 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3886411.750000 Penalty: 3356.484131
	Iteration 6Q: 3 clusters Score -3886412 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3887175.500000 Penalty: 3356.484131
	Iteration 7Q: 3 clusters Score -3887176 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -3888123.750000 Penalty: 3356.484131
	Iteration 8F: 3 clusters Score -3888124 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -3889218.000000 Penalty: 3356.484131
	Iteration 9F: 3 clusters Score -3889218 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -3890469.000000 Penalty: 3356.484131
	Iteration 10F: 3 clusters Score -3890469 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3891554.250000 Penalty: 3356.484131
	Iteration 11F: 3 clusters Score -3891554 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3892282.750000 Penalty: 3356.484131
	Iteration 12Q: 3 clusters Score -3892283 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -3892760.750000 Penalty: 3356.484131
	Iteration 13Q: 3 clusters Score -3892761 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -3893106.750000 Penalty: 3356.484131
	Iteration 14Q: 3 clusters Score -3893107 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3893433.250000 Penalty: 3356.484131
	Iteration 15Q: 3 clusters Score -3893433 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -3893699.250000 Penalty: 3356.484131
	Iteration 16Q: 3 clusters Score -3893699 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3893985.000000 Penalty: 3356.484131
	Iteration 17Q: 3 clusters Score -3893985 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -3894188.250000 Penalty: 3356.484131
	Iteration 18Q: 3 clusters Score -3894188 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3894360.750000 Penalty: 3356.484131
	Iteration 19Q: 3 clusters Score -3894361 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3894481.500000 Penalty: 3356.484131
	Iteration 20F: 3 clusters Score -3894482 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -3894552.250000 Penalty: 3356.484131
	Iteration 21Q: 3 clusters Score -3894552 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -3894612.750000 Penalty: 3356.484131
	Iteration 22Q: 3 clusters Score -3894613 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3894673.500000 Penalty: 3356.484131
	Iteration 23Q: 3 clusters Score -3894674 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3894701.000000 Penalty: 3356.484131
	Iteration 24Q: 3 clusters Score -3894701 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3894720.500000 Penalty: 3356.484131
	Iteration 25Q: 3 clusters Score -3894720 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -3894743.000000 Penalty: 3356.484131
	Iteration 26Q: 3 clusters Score -3894743 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3894759.000000 Penalty: 3356.484131
	Iteration 27Q: 3 clusters Score -3894759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3894776.000000 Penalty: 3356.484131
	Iteration 28Q: 3 clusters Score -3894776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3894780.500000 Penalty: 3356.484131
	Iteration 29Q: 3 clusters Score -3894780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -3894777.750000 Penalty: 3356.484131
	Iteration 30Q: 3 clusters Score -3894778 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3894785.500000 Penalty: 3356.484131
	Iteration 31Q: 3 clusters Score -3894786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -3894789.000000 Penalty: 3356.484131
	Iteration 32Q: 3 clusters Score -3894789 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -3894807.500000 Penalty: 3356.484131
	Iteration 33Q: 3 clusters Score -3894808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -3894812.750000 Penalty: 3356.484131
	Iteration 34Q: 3 clusters Score -3894813 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -3894829.250000 Penalty: 3356.484131
	Iteration 35Q: 3 clusters Score -3894829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -3894843.250000 Penalty: 3356.484131
	Iteration 36Q: 3 clusters Score -3894843 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3894859.750000 Penalty: 3356.484131
	Iteration 37Q: 3 clusters Score -3894860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3894864.250000 Penalty: 3356.484131
	Iteration 38Q: 3 clusters Score -3894864 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3894876.750000 Penalty: 3356.484131
	Iteration 39Q: 3 clusters Score -3894877 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -3894891.750000 Penalty: 3356.484131
	Iteration 40F: 3 clusters Score -3894892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -3894886.500000 Penalty: 3356.484131
	Iteration 41Q: 3 clusters Score -3894886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3894893.000000 Penalty: 3356.484131
	Iteration 42Q: 3 clusters Score -3894893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -3894903.500000 Penalty: 3356.484131
	Iteration 43Q: 3 clusters Score -3894904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -3894906.250000 Penalty: 3356.484131
	Iteration 44Q: 3 clusters Score -3894906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3894909.250000 Penalty: 3356.484131
	Iteration 45Q: 3 clusters Score -3894909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3894925.750000 Penalty: 3356.484131
	Iteration 46Q: 3 clusters Score -3894926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -3894921.750000 Penalty: 3356.484131
	Iteration 47Q: 3 clusters Score -3894922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3894938.500000 Penalty: 3356.484131
	Iteration 48Q: 3 clusters Score -3894938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3894937.500000 Penalty: 3356.484131
	Iteration 49Q: 3 clusters Score -3894938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3894943.250000 Penalty: 3356.484131
	Iteration 50Q: 3 clusters Score -3894943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -3894951.750000 Penalty: 3356.484131
	Iteration 51Q: 3 clusters Score -3894952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -3894954.750000 Penalty: 3356.484131
	Iteration 52Q: 3 clusters Score -3894955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -3894964.750000 Penalty: 3356.484131
	Iteration 53Q: 3 clusters Score -3894965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3894969.000000 Penalty: 3356.484131
	Iteration 54Q: 3 clusters Score -3894969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3894979.500000 Penalty: 3356.484131
	Iteration 55Q: 3 clusters Score -3894980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3894984.750000 Penalty: 3356.484131
	Iteration 56Q: 3 clusters Score -3894985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -3894993.500000 Penalty: 3356.484131
	Iteration 57Q: 3 clusters Score -3894994 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -3895006.250000 Penalty: 3356.484131
	Iteration 58Q: 3 clusters Score -3895006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3895010.750000 Penalty: 3356.484131
	Iteration 59Q: 3 clusters Score -3895011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -3895014.750000 Penalty: 3356.484131
	Iteration 60F: 3 clusters Score -3895015 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -3895024.750000 Penalty: 3356.484131
	Iteration 61Q: 3 clusters Score -3895025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3895029.250000 Penalty: 3356.484131
	Iteration 62Q: 3 clusters Score -3895029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -3895032.750000 Penalty: 3356.484131
	Iteration 63Q: 3 clusters Score -3895033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3895038.000000 Penalty: 3356.484131
	Iteration 64Q: 3 clusters Score -3895038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -3895037.750000 Penalty: 3356.484131
	Iteration 65Q: 3 clusters Score -3895038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -3895037.750000 Penalty: 3356.484131
	Iteration 66Q: 3 clusters Score -3895038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3895033.750000 Penalty: 3356.484131
	Iteration 67Q: 3 clusters Score -3895034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -3895037.000000 Penalty: 3356.484131
	Iteration 68Q: 3 clusters Score -3895037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3895037.250000 Penalty: 3356.484131
	Iteration 69Q: 3 clusters Score -3895037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3895036.250000 Penalty: 3356.484131
	Iteration 70Q: 3 clusters Score -3895036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3895035.250000 Penalty: 3356.484131
	Iteration 71Q: 3 clusters Score -3895035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -3895038.750000 Penalty: 3356.484131
	Iteration 72Q: 3 clusters Score -3895039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3895038.500000 Penalty: 3356.484131
	Iteration 73Q: 3 clusters Score -3895038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -3895041.250000 Penalty: 3356.484131
	Iteration 74Q: 3 clusters Score -3895041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -3895033.750000 Penalty: 3356.484131
	Iteration 75Q: 3 clusters Score -3895034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3895035.000000 Penalty: 3356.484131
	Iteration 76Q: 3 clusters Score -3895035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -3895035.750000 Penalty: 3356.484131
	Iteration 77Q: 3 clusters Score -3895036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -3895035.500000 Penalty: 3356.484131
	Iteration 78Q: 3 clusters Score -3895036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -3895034.750000 Penalty: 3356.484131
	Iteration 79Q: 3 clusters Score -3895035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3895040.000000 Penalty: 3356.484131
	Iteration 80F: 3 clusters Score -3895040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3895037.000000 Penalty: 3356.484131
	Iteration 81Q: 3 clusters Score -3895037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -3895039.000000 Penalty: 3356.484131
	Iteration 82Q: 3 clusters Score -3895039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -3895036.500000 Penalty: 3356.484131
	Iteration 83Q: 3 clusters Score -3895036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -3895039.000000 Penalty: 3356.484131
	Iteration 84Q: 3 clusters Score -3895039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -3895039.000000 Penalty: 3356.484131
	Iteration 85F: 3 clusters Score -3895039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -969232.250000 Penalty: 1452.596680
	Iteration 0F: 2 clusters Score -969232.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -963607.750000 Penalty: 2905.193359
	Iteration 0F: 3 clusters Score -963607.8 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -965340.312500 Penalty: 2905.193359
	Iteration 1F: 3 clusters Score -965340.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -965560.687500 Penalty: 2905.193359
	Iteration 2F: 3 clusters Score -965560.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -965730.875000 Penalty: 2905.193359
	Iteration 3Q: 3 clusters Score -965730.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -965888.187500 Penalty: 2905.193359
	Iteration 4Q: 3 clusters Score -965888.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -966055.187500 Penalty: 2905.193359
	Iteration 5Q: 3 clusters Score -966055.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -966215.937500 Penalty: 2905.193359
	Iteration 6Q: 3 clusters Score -966215.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -966397.375000 Penalty: 2905.193359
	Iteration 7Q: 3 clusters Score -966397.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -966615.000000 Penalty: 2905.193359
	Iteration 8Q: 3 clusters Score -966615 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -966825.812500 Penalty: 2905.193359
	Iteration 9Q: 3 clusters Score -966825.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -967021.687500 Penalty: 2905.193359
	Iteration 10Q: 3 clusters Score -967021.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -967192.437500 Penalty: 2905.193359
	Iteration 11Q: 3 clusters Score -967192.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -967338.562500 Penalty: 2905.193359
	Iteration 12Q: 3 clusters Score -967338.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -967481.812500 Penalty: 2905.193359
	Iteration 13Q: 3 clusters Score -967481.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -967600.437500 Penalty: 2905.193359
	Iteration 14Q: 3 clusters Score -967600.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -967693.750000 Penalty: 2905.193359
	Iteration 15Q: 3 clusters Score -967693.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -967778.187500 Penalty: 2905.193359
	Iteration 16Q: 3 clusters Score -967778.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -967851.500000 Penalty: 2905.193359
	Iteration 17Q: 3 clusters Score -967851.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -967912.437500 Penalty: 2905.193359
	Iteration 18Q: 3 clusters Score -967912.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -967949.437500 Penalty: 2905.193359
	Iteration 19Q: 3 clusters Score -967949.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -967962.875000 Penalty: 2905.193359
	Iteration 20F: 3 clusters Score -967962.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -967975.812500 Penalty: 2905.193359
	Iteration 21Q: 3 clusters Score -967975.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -967992.625000 Penalty: 2905.193359
	Iteration 22Q: 3 clusters Score -967992.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -968007.312500 Penalty: 2905.193359
	Iteration 23Q: 3 clusters Score -968007.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -968023.250000 Penalty: 2905.193359
	Iteration 24Q: 3 clusters Score -968023.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -968029.750000 Penalty: 2905.193359
	Iteration 25Q: 3 clusters Score -968029.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -968039.437500 Penalty: 2905.193359
	Iteration 26Q: 3 clusters Score -968039.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -968046.937500 Penalty: 2905.193359
	Iteration 27Q: 3 clusters Score -968046.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -968053.750000 Penalty: 2905.193359
	Iteration 28Q: 3 clusters Score -968053.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -968061.000000 Penalty: 2905.193359
	Iteration 29Q: 3 clusters Score -968061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -968067.500000 Penalty: 2905.193359
	Iteration 30Q: 3 clusters Score -968067.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -968073.625000 Penalty: 2905.193359
	Iteration 31Q: 3 clusters Score -968073.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -968078.937500 Penalty: 2905.193359
	Iteration 32Q: 3 clusters Score -968078.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -968083.562500 Penalty: 2905.193359
	Iteration 33Q: 3 clusters Score -968083.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -968090.062500 Penalty: 2905.193359
	Iteration 34Q: 3 clusters Score -968090.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -968088.750000 Penalty: 2905.193359
	Iteration 35Q: 3 clusters Score -968088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -968089.000000 Penalty: 2905.193359
	Iteration 36Q: 3 clusters Score -968089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -968090.500000 Penalty: 2905.193359
	Iteration 37Q: 3 clusters Score -968090.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -968092.250000 Penalty: 2905.193359
	Iteration 38Q: 3 clusters Score -968092.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -968093.375000 Penalty: 2905.193359
	Iteration 39Q: 3 clusters Score -968093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -968096.687500 Penalty: 2905.193359
	Iteration 40F: 3 clusters Score -968096.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -968097.687500 Penalty: 2905.193359
	Iteration 41Q: 3 clusters Score -968097.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -968097.000000 Penalty: 2905.193359
	Iteration 42Q: 3 clusters Score -968097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -968100.375000 Penalty: 2905.193359
	Iteration 43Q: 3 clusters Score -968100.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -968098.062500 Penalty: 2905.193359
	Iteration 44Q: 3 clusters Score -968098.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -968101.062500 Penalty: 2905.193359
	Iteration 45Q: 3 clusters Score -968101.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -968101.062500 Penalty: 2905.193359
	Iteration 46Q: 3 clusters Score -968101.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -968100.750000 Penalty: 2905.193359
	Iteration 47Q: 3 clusters Score -968100.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -968100.625000 Penalty: 2905.193359
	Iteration 48Q: 3 clusters Score -968100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -968101.500000 Penalty: 2905.193359
	Iteration 49Q: 3 clusters Score -968101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -968101.375000 Penalty: 2905.193359
	Iteration 50Q: 3 clusters Score -968101.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -968101.375000 Penalty: 2905.193359
	Iteration 51F: 3 clusters Score -968101.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -22209.441406 Penalty: 935.308105
	Iteration 0F: 2 clusters Score -22209.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21503.218750 Penalty: 1870.616211
	Iteration 0F: 3 clusters Score -21503.22 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21943.789062 Penalty: 1870.616211
	Iteration 1F: 3 clusters Score -21943.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22131.105469 Penalty: 1870.616211
	Iteration 2F: 3 clusters Score -22131.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22172.880859 Penalty: 1870.616211
	Iteration 3Q: 3 clusters Score -22172.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22346.849609 Penalty: 1870.616211
	Iteration 4Q: 3 clusters Score -22346.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22388.707031 Penalty: 1870.616211
	Iteration 5Q: 3 clusters Score -22388.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22397.580078 Penalty: 1870.616211
	Iteration 6Q: 3 clusters Score -22397.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22405.046875 Penalty: 1870.616211
	Iteration 7Q: 3 clusters Score -22405.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22409.451172 Penalty: 1870.616211
	Iteration 8Q: 3 clusters Score -22409.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22413.019531 Penalty: 1870.616211
	Iteration 9Q: 3 clusters Score -22413.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22452.326172 Penalty: 1870.616211
	Iteration 10Q: 3 clusters Score -22452.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22469.445312 Penalty: 1870.616211
	Iteration 11Q: 3 clusters Score -22469.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22473.126953 Penalty: 1870.616211
	Iteration 12Q: 3 clusters Score -22473.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22474.406250 Penalty: 1870.616211
	Iteration 13Q: 3 clusters Score -22474.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22486.394531 Penalty: 1870.616211
	Iteration 14F: 3 clusters Score -22486.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22546.458984 Penalty: 1870.616211
	Iteration 15Q: 3 clusters Score -22546.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22569.939453 Penalty: 1870.616211
	Iteration 16Q: 3 clusters Score -22569.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22584.203125 Penalty: 1870.616211
	Iteration 17Q: 3 clusters Score -22584.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22584.203125 Penalty: 1870.616211
	Iteration 18F: 3 clusters Score -22584.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 96190 members 
Mstep: Class 2 contains 19414 members 
Mstep: Class 3 contains 26917 members 
Mstep: Class 4 contains 1254 members 
Mstep: Class 5 contains 4303 members 
Mstep: Class 6 contains 23625 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 4364 members 
Mstep: Class 9 contains 134434 members 
Mstep: Class 10 contains 9224 members 
Mstep: Class 11 contains 73442 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 85954 members 
Mstep: Class 14 contains 3881 members 
Mstep: Class 15 contains 27782 members 
Mstep: Class 16 contains 133963 members 
Mstep: Class 17 contains 11188 members 
Mstep: Class 18 contains 6736 members 
Mstep: Class 19 contains 16157 members 
Mstep: Class 20 contains 9358 members 
Mstep: Class 21 contains 5609 members 
Mstep: Class 22 contains 27853 members 
Mstep: Class 23 contains 86093 members 
Mstep: Class 24 contains 6994 members 
Mstep: Class 25 contains 11155 members 
Mstep: Class 26 contains 4164 members 
Mstep: Class 27 contains 11591 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2540 members 
Mstep: Class 30 contains 30566 members 
Mstep: Class 31 contains 7624 members 
Mstep: Class 32 contains 194 members 
Mstep: Class 33 contains 122 members 
Entering Unmasked Estep 
Score: -108937952.000000 Penalty: 73429.796875
Splitting cluster 32 changes total score from -108938768.000000 to -108937952.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 96190 members 
Mstep: Class 2 contains 19414 members 
Mstep: Class 3 contains 26917 members 
Mstep: Class 4 contains 1254 members 
Mstep: Class 5 contains 4303 members 
Mstep: Class 6 contains 23625 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 4364 members 
Mstep: Class 9 contains 134434 members 
Mstep: Class 10 contains 9224 members 
Mstep: Class 11 contains 73442 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 85954 members 
Mstep: Class 14 contains 3881 members 
Mstep: Class 15 contains 27782 members 
Mstep: Class 16 contains 133963 members 
Mstep: Class 17 contains 11188 members 
Mstep: Class 18 contains 6736 members 
Mstep: Class 19 contains 16157 members 
Mstep: Class 20 contains 9358 members 
Mstep: Class 21 contains 5609 members 
Mstep: Class 22 contains 27853 members 
Mstep: Class 23 contains 86093 members 
Mstep: Class 24 contains 6994 members 
Mstep: Class 25 contains 11155 members 
Mstep: Class 26 contains 4164 members 
Mstep: Class 27 contains 11591 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2540 members 
Mstep: Class 30 contains 30566 members 
Mstep: Class 31 contains 7624 members 
Mstep: Class 32 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938888.000000 Penalty: 71204.648438
Iteration 119Q: 33 clusters Score -1.089389e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 96017 members 
Mstep: Class 2 contains 19396 members 
Mstep: Class 3 contains 26970 members 
Mstep: Class 4 contains 1254 members 
Mstep: Class 5 contains 4281 members 
Mstep: Class 6 contains 23627 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 4368 members 
Mstep: Class 9 contains 134401 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 73414 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 86066 members 
Mstep: Class 14 contains 3877 members 
Mstep: Class 15 contains 27723 members 
Mstep: Class 16 contains 133970 members 
Mstep: Class 17 contains 11297 members 
Mstep: Class 18 contains 6737 members 
Mstep: Class 19 contains 16201 members 
Mstep: Class 20 contains 9362 members 
Mstep: Class 21 contains 5585 members 
Mstep: Class 22 contains 27852 members 
Mstep: Class 23 contains 86045 members 
Mstep: Class 24 contains 6992 members 
Mstep: Class 25 contains 11179 members 
Mstep: Class 26 contains 4163 members 
Mstep: Class 27 contains 11584 members 
Mstep: Class 28 contains 240 members 
Mstep: Class 29 contains 2543 members 
Mstep: Class 30 contains 30613 members 
Mstep: Class 31 contains 7633 members 
Mstep: Class 32 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108939392.000000 Penalty: 71204.648438
Iteration 120F: 33 clusters Score -1.089394e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 95743 members 
Mstep: Class 2 contains 19363 members 
Mstep: Class 3 contains 27032 members 
Mstep: Class 4 contains 1254 members 
Mstep: Class 5 contains 4254 members 
Mstep: Class 6 contains 23605 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 4370 members 
Mstep: Class 9 contains 134347 members 
Mstep: Class 10 contains 9240 members 
Mstep: Class 11 contains 73389 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 86179 members 
Mstep: Class 14 contains 3873 members 
Mstep: Class 15 contains 27662 members 
Mstep: Class 16 contains 133980 members 
Mstep: Class 17 contains 11585 members 
Mstep: Class 18 contains 6737 members 
Mstep: Class 19 contains 16244 members 
Mstep: Class 20 contains 9365 members 
Mstep: Class 21 contains 5550 members 
Mstep: Class 22 contains 27850 members 
Mstep: Class 23 contains 86008 members 
Mstep: Class 24 contains 6992 members 
Mstep: Class 25 contains 11191 members 
Mstep: Class 26 contains 4164 members 
Mstep: Class 27 contains 11584 members 
Mstep: Class 28 contains 240 members 
Mstep: Class 29 contains 2547 members 
Mstep: Class 30 contains 30638 members 
Mstep: Class 31 contains 7644 members 
Mstep: Class 32 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940160.000000 Penalty: 71204.648438
Iteration 121Q: 33 clusters Score -1.089402e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 19364 members 
Mstep: Class 3 contains 27078 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 4231 members 
Mstep: Class 6 contains 23585 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 8 contains 4371 members 
Mstep: Class 9 contains 134282 members 
Mstep: Class 10 contains 9245 members 
Mstep: Class 11 contains 73370 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 86289 members 
Mstep: Class 14 contains 3875 members 
Mstep: Class 15 contains 27603 members 
Mstep: Class 16 contains 133989 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 6737 members 
Mstep: Class 19 contains 16291 members 
Mstep: Class 20 contains 9358 members 
Mstep: Class 21 contains 5516 members 
Mstep: Class 22 contains 27850 members 
Mstep: Class 23 contains 85986 members 
Mstep: Class 24 contains 6994 members 
Mstep: Class 25 contains 11207 members 
Mstep: Class 26 contains 4162 members 
Mstep: Class 27 contains 11583 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2552 members 
Mstep: Class 30 contains 30669 members 
Mstep: Class 31 contains 7646 members 
Mstep: Class 32 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940240.000000 Penalty: 71204.648438
Iteration 122Q: 33 clusters Score -1.089402e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 95164 members 
Mstep: Class 2 contains 19368 members 
Mstep: Class 3 contains 27142 members 
Mstep: Class 4 contains 1256 members 
Mstep: Class 5 contains 4210 members 
Mstep: Class 6 contains 23563 members 
Mstep: Class 7 contains 1417 members 
Mstep: Class 8 contains 4373 members 
Mstep: Class 9 contains 134218 members 
Mstep: Class 10 contains 9248 members 
Mstep: Class 11 contains 73356 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 86413 members 
Mstep: Class 14 contains 3875 members 
Mstep: Class 15 contains 27551 members 
Mstep: Class 16 contains 133987 members 
Mstep: Class 17 contains 12122 members 
Mstep: Class 18 contains 6736 members 
Mstep: Class 19 contains 16325 members 
Mstep: Class 20 contains 9362 members 
Mstep: Class 21 contains 5477 members 
Mstep: Class 22 contains 27854 members 
Mstep: Class 23 contains 85959 members 
Mstep: Class 24 contains 6997 members 
Mstep: Class 25 contains 11216 members 
Mstep: Class 26 contains 4160 members 
Mstep: Class 27 contains 11579 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2554 members 
Mstep: Class 30 contains 30704 members 
Mstep: Class 31 contains 7652 members 
Mstep: Class 32 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940592.000000 Penalty: 71204.648438
Iteration 123Q: 33 clusters Score -1.089406e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 94873 members 
Mstep: Class 2 contains 19379 members 
Mstep: Class 3 contains 27216 members 
Mstep: Class 4 contains 1256 members 
Mstep: Class 5 contains 4188 members 
Mstep: Class 6 contains 23537 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 134168 members 
Mstep: Class 10 contains 9247 members 
Mstep: Class 11 contains 73341 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 86516 members 
Mstep: Class 14 contains 3878 members 
Mstep: Class 15 contains 27495 members 
Mstep: Class 16 contains 133990 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 6736 members 
Mstep: Class 19 contains 16358 members 
Mstep: Class 20 contains 9363 members 
Mstep: Class 21 contains 5446 members 
Mstep: Class 22 contains 27848 members 
Mstep: Class 23 contains 85931 members 
Mstep: Class 24 contains 6995 members 
Mstep: Class 25 contains 11228 members 
Mstep: Class 26 contains 4159 members 
Mstep: Class 27 contains 11584 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2551 members 
Mstep: Class 30 contains 30733 members 
Mstep: Class 31 contains 7658 members 
Mstep: Class 32 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940992.000000 Penalty: 71204.648438
Iteration 124Q: 33 clusters Score -1.08941e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 94579 members 
Mstep: Class 2 contains 19372 members 
Mstep: Class 3 contains 27279 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 23518 members 
Mstep: Class 7 contains 1401 members 
Mstep: Class 8 contains 4382 members 
Mstep: Class 9 contains 134129 members 
Mstep: Class 10 contains 9245 members 
Mstep: Class 11 contains 73306 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 86608 members 
Mstep: Class 14 contains 3876 members 
Mstep: Class 15 contains 27439 members 
Mstep: Class 16 contains 134022 members 
Mstep: Class 17 contains 12649 members 
Mstep: Class 18 contains 6734 members 
Mstep: Class 19 contains 16388 members 
Mstep: Class 20 contains 9367 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 27832 members 
Mstep: Class 23 contains 85901 members 
Mstep: Class 24 contains 6998 members 
Mstep: Class 25 contains 11251 members 
Mstep: Class 26 contains 4156 members 
Mstep: Class 27 contains 11594 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2553 members 
Mstep: Class 30 contains 30762 members 
Mstep: Class 31 contains 7662 members 
Mstep: Class 32 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941056.000000 Penalty: 71204.648438
Iteration 125Q: 33 clusters Score -1.089411e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 94292 members 
Mstep: Class 2 contains 19375 members 
Mstep: Class 3 contains 27346 members 
Mstep: Class 4 contains 1259 members 
Mstep: Class 5 contains 4129 members 
Mstep: Class 6 contains 23505 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 4385 members 
Mstep: Class 9 contains 134105 members 
Mstep: Class 10 contains 9240 members 
Mstep: Class 11 contains 73297 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 86686 members 
Mstep: Class 14 contains 3874 members 
Mstep: Class 15 contains 27403 members 
Mstep: Class 16 contains 134053 members 
Mstep: Class 17 contains 12877 members 
Mstep: Class 18 contains 6735 members 
Mstep: Class 19 contains 16415 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 27820 members 
Mstep: Class 23 contains 85873 members 
Mstep: Class 24 contains 7002 members 
Mstep: Class 25 contains 11253 members 
Mstep: Class 26 contains 4157 members 
Mstep: Class 27 contains 11591 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2553 members 
Mstep: Class 30 contains 30784 members 
Mstep: Class 31 contains 7671 members 
Mstep: Class 32 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940920.000000 Penalty: 71204.648438
Iteration 126Q: 33 clusters Score -1.089409e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 19376 members 
Mstep: Class 3 contains 27422 members 
Mstep: Class 4 contains 1260 members 
Mstep: Class 5 contains 4102 members 
Mstep: Class 6 contains 23493 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 4388 members 
Mstep: Class 9 contains 134066 members 
Mstep: Class 10 contains 9234 members 
Mstep: Class 11 contains 73288 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 86753 members 
Mstep: Class 14 contains 3877 members 
Mstep: Class 15 contains 27379 members 
Mstep: Class 16 contains 134080 members 
Mstep: Class 17 contains 13103 members 
Mstep: Class 18 contains 6735 members 
Mstep: Class 19 contains 16441 members 
Mstep: Class 20 contains 9367 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 27809 members 
Mstep: Class 23 contains 85850 members 
Mstep: Class 24 contains 7003 members 
Mstep: Class 25 contains 11265 members 
Mstep: Class 26 contains 4156 members 
Mstep: Class 27 contains 11585 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2555 members 
Mstep: Class 30 contains 30790 members 
Mstep: Class 31 contains 7686 members 
Mstep: Class 32 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940752.000000 Penalty: 71204.648438
Iteration 127Q: 33 clusters Score -1.089408e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 93775 members 
Mstep: Class 2 contains 19359 members 
Mstep: Class 3 contains 27486 members 
Mstep: Class 4 contains 1259 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 23488 members 
Mstep: Class 7 contains 1362 members 
Mstep: Class 8 contains 4393 members 
Mstep: Class 9 contains 134043 members 
Mstep: Class 10 contains 9227 members 
Mstep: Class 11 contains 73276 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 86822 members 
Mstep: Class 14 contains 3876 members 
Mstep: Class 15 contains 27354 members 
Mstep: Class 16 contains 134105 members 
Mstep: Class 17 contains 13289 members 
Mstep: Class 18 contains 6737 members 
Mstep: Class 19 contains 16477 members 
Mstep: Class 20 contains 9367 members 
Mstep: Class 21 contains 5385 members 
Mstep: Class 22 contains 27808 members 
Mstep: Class 23 contains 85821 members 
Mstep: Class 24 contains 7006 members 
Mstep: Class 25 contains 11262 members 
Mstep: Class 26 contains 4156 members 
Mstep: Class 27 contains 11582 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2558 members 
Mstep: Class 30 contains 30789 members 
Mstep: Class 31 contains 7700 members 
Mstep: Class 32 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940904.000000 Penalty: 71204.648438
Iteration 128Q: 33 clusters Score -1.089409e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 93509 members 
Mstep: Class 2 contains 19351 members 
Mstep: Class 3 contains 27545 members 
Mstep: Class 4 contains 1260 members 
Mstep: Class 5 contains 4057 members 
Mstep: Class 6 contains 23479 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 134004 members 
Mstep: Class 10 contains 9223 members 
Mstep: Class 11 contains 73255 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 86928 members 
Mstep: Class 14 contains 3872 members 
Mstep: Class 15 contains 27333 members 
Mstep: Class 16 contains 134123 members 
Mstep: Class 17 contains 13504 members 
Mstep: Class 18 contains 6736 members 
Mstep: Class 19 contains 16504 members 
Mstep: Class 20 contains 9365 members 
Mstep: Class 21 contains 5376 members 
Mstep: Class 22 contains 27804 members 
Mstep: Class 23 contains 85797 members 
Mstep: Class 24 contains 7011 members 
Mstep: Class 25 contains 11261 members 
Mstep: Class 26 contains 4159 members 
Mstep: Class 27 contains 11579 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2559 members 
Mstep: Class 30 contains 30793 members 
Mstep: Class 31 contains 7708 members 
Mstep: Class 32 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941056.000000 Penalty: 71204.648438
Iteration 129Q: 33 clusters Score -1.089411e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 93275 members 
Mstep: Class 2 contains 19335 members 
Mstep: Class 3 contains 27587 members 
Mstep: Class 4 contains 1262 members 
Mstep: Class 5 contains 4044 members 
Mstep: Class 6 contains 23475 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 133984 members 
Mstep: Class 10 contains 9228 members 
Mstep: Class 11 contains 73246 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 87021 members 
Mstep: Class 14 contains 3871 members 
Mstep: Class 15 contains 27312 members 
Mstep: Class 16 contains 134131 members 
Mstep: Class 17 contains 13707 members 
Mstep: Class 18 contains 6737 members 
Mstep: Class 19 contains 16531 members 
Mstep: Class 20 contains 9362 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 27798 members 
Mstep: Class 23 contains 85768 members 
Mstep: Class 24 contains 7013 members 
Mstep: Class 25 contains 11258 members 
Mstep: Class 26 contains 4157 members 
Mstep: Class 27 contains 11578 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2558 members 
Mstep: Class 30 contains 30787 members 
Mstep: Class 31 contains 7710 members 
Mstep: Class 32 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941168.000000 Penalty: 71204.648438
Iteration 130Q: 33 clusters Score -1.089412e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 93064 members 
Mstep: Class 2 contains 19318 members 
Mstep: Class 3 contains 27639 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 23475 members 
Mstep: Class 7 contains 1334 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 133969 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 73244 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 87106 members 
Mstep: Class 14 contains 3869 members 
Mstep: Class 15 contains 27297 members 
Mstep: Class 16 contains 134139 members 
Mstep: Class 17 contains 13874 members 
Mstep: Class 18 contains 6737 members 
Mstep: Class 19 contains 16558 members 
Mstep: Class 20 contains 9358 members 
Mstep: Class 21 contains 5361 members 
Mstep: Class 22 contains 27784 members 
Mstep: Class 23 contains 85745 members 
Mstep: Class 24 contains 7013 members 
Mstep: Class 25 contains 11261 members 
Mstep: Class 26 contains 4154 members 
Mstep: Class 27 contains 11579 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2558 members 
Mstep: Class 30 contains 30781 members 
Mstep: Class 31 contains 7716 members 
Mstep: Class 32 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941248.000000 Penalty: 71204.648438
Iteration 131Q: 33 clusters Score -1.089412e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 92889 members 
Mstep: Class 2 contains 19297 members 
Mstep: Class 3 contains 27688 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 5 contains 3999 members 
Mstep: Class 6 contains 23477 members 
Mstep: Class 7 contains 1328 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 133922 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73238 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 87181 members 
Mstep: Class 14 contains 3870 members 
Mstep: Class 15 contains 27287 members 
Mstep: Class 16 contains 134144 members 
Mstep: Class 17 contains 14020 members 
Mstep: Class 18 contains 6737 members 
Mstep: Class 19 contains 16579 members 
Mstep: Class 20 contains 9360 members 
Mstep: Class 21 contains 5352 members 
Mstep: Class 22 contains 27777 members 
Mstep: Class 23 contains 85736 members 
Mstep: Class 24 contains 7016 members 
Mstep: Class 25 contains 11264 members 
Mstep: Class 26 contains 4148 members 
Mstep: Class 27 contains 11577 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2558 members 
Mstep: Class 30 contains 30779 members 
Mstep: Class 31 contains 7724 members 
Mstep: Class 32 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941272.000000 Penalty: 71204.648438
Iteration 132Q: 33 clusters Score -1.089413e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 19269 members 
Mstep: Class 3 contains 27734 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 5 contains 3982 members 
Mstep: Class 6 contains 23480 members 
Mstep: Class 7 contains 1325 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 133885 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73233 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 87242 members 
Mstep: Class 14 contains 3868 members 
Mstep: Class 15 contains 27275 members 
Mstep: Class 16 contains 134156 members 
Mstep: Class 17 contains 14155 members 
Mstep: Class 18 contains 6738 members 
Mstep: Class 19 contains 16598 members 
Mstep: Class 20 contains 9360 members 
Mstep: Class 21 contains 5345 members 
Mstep: Class 22 contains 27777 members 
Mstep: Class 23 contains 85724 members 
Mstep: Class 24 contains 7015 members 
Mstep: Class 25 contains 11263 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 11574 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2558 members 
Mstep: Class 30 contains 30767 members 
Mstep: Class 31 contains 7732 members 
Mstep: Class 32 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941288.000000 Penalty: 71204.648438
Iteration 133Q: 33 clusters Score -1.089413e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 92619 members 
Mstep: Class 2 contains 19255 members 
Mstep: Class 3 contains 27776 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 5 contains 3962 members 
Mstep: Class 6 contains 23477 members 
Mstep: Class 7 contains 1323 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133864 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73228 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 87295 members 
Mstep: Class 14 contains 3867 members 
Mstep: Class 15 contains 27268 members 
Mstep: Class 16 contains 134165 members 
Mstep: Class 17 contains 14247 members 
Mstep: Class 18 contains 6739 members 
Mstep: Class 19 contains 16619 members 
Mstep: Class 20 contains 9359 members 
Mstep: Class 21 contains 5343 members 
Mstep: Class 22 contains 27771 members 
Mstep: Class 23 contains 85704 members 
Mstep: Class 24 contains 7016 members 
Mstep: Class 25 contains 11267 members 
Mstep: Class 26 contains 4148 members 
Mstep: Class 27 contains 11573 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2558 members 
Mstep: Class 30 contains 30761 members 
Mstep: Class 31 contains 7736 members 
Mstep: Class 32 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941328.000000 Penalty: 71204.648438
Iteration 134Q: 33 clusters Score -1.089413e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 92514 members 
Mstep: Class 2 contains 19232 members 
Mstep: Class 3 contains 27828 members 
Mstep: Class 4 contains 1265 members 
Mstep: Class 5 contains 3938 members 
Mstep: Class 6 contains 23479 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133834 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73216 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 87356 members 
Mstep: Class 14 contains 3866 members 
Mstep: Class 15 contains 27257 members 
Mstep: Class 16 contains 134172 members 
Mstep: Class 17 contains 14337 members 
Mstep: Class 18 contains 6740 members 
Mstep: Class 19 contains 16633 members 
Mstep: Class 20 contains 9358 members 
Mstep: Class 21 contains 5340 members 
Mstep: Class 22 contains 27769 members 
Mstep: Class 23 contains 85693 members 
Mstep: Class 24 contains 7015 members 
Mstep: Class 25 contains 11277 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 11570 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2558 members 
Mstep: Class 30 contains 30750 members 
Mstep: Class 31 contains 7738 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941216.000000 Penalty: 71204.648438
Iteration 135Q: 33 clusters Score -1.089412e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 19206 members 
Mstep: Class 3 contains 27869 members 
Mstep: Class 4 contains 1266 members 
Mstep: Class 5 contains 3918 members 
Mstep: Class 6 contains 23481 members 
Mstep: Class 7 contains 1320 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133810 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73207 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87410 members 
Mstep: Class 14 contains 3863 members 
Mstep: Class 15 contains 27237 members 
Mstep: Class 16 contains 134182 members 
Mstep: Class 17 contains 14426 members 
Mstep: Class 18 contains 6740 members 
Mstep: Class 19 contains 16646 members 
Mstep: Class 20 contains 9362 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 27771 members 
Mstep: Class 23 contains 85682 members 
Mstep: Class 24 contains 7014 members 
Mstep: Class 25 contains 11293 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 11567 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2559 members 
Mstep: Class 30 contains 30740 members 
Mstep: Class 31 contains 7743 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941360.000000 Penalty: 71204.648438
Iteration 136Q: 33 clusters Score -1.089414e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 92329 members 
Mstep: Class 2 contains 19189 members 
Mstep: Class 3 contains 27900 members 
Mstep: Class 4 contains 1267 members 
Mstep: Class 5 contains 3901 members 
Mstep: Class 6 contains 23479 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133785 members 
Mstep: Class 10 contains 9230 members 
Mstep: Class 11 contains 73205 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87462 members 
Mstep: Class 14 contains 3859 members 
Mstep: Class 15 contains 27213 members 
Mstep: Class 16 contains 134201 members 
Mstep: Class 17 contains 14506 members 
Mstep: Class 18 contains 6742 members 
Mstep: Class 19 contains 16666 members 
Mstep: Class 20 contains 9363 members 
Mstep: Class 21 contains 5338 members 
Mstep: Class 22 contains 27771 members 
Mstep: Class 23 contains 85670 members 
Mstep: Class 24 contains 7017 members 
Mstep: Class 25 contains 11289 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 11569 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2559 members 
Mstep: Class 30 contains 30716 members 
Mstep: Class 31 contains 7748 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941592.000000 Penalty: 71204.648438
Iteration 137Q: 33 clusters Score -1.089416e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 19174 members 
Mstep: Class 3 contains 27905 members 
Mstep: Class 4 contains 1267 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 23474 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133765 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 73207 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87510 members 
Mstep: Class 14 contains 3858 members 
Mstep: Class 15 contains 27197 members 
Mstep: Class 16 contains 134203 members 
Mstep: Class 17 contains 14583 members 
Mstep: Class 18 contains 6742 members 
Mstep: Class 19 contains 16683 members 
Mstep: Class 20 contains 9362 members 
Mstep: Class 21 contains 5335 members 
Mstep: Class 22 contains 27773 members 
Mstep: Class 23 contains 85662 members 
Mstep: Class 24 contains 7018 members 
Mstep: Class 25 contains 11292 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 11569 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2559 members 
Mstep: Class 30 contains 30701 members 
Mstep: Class 31 contains 7756 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941472.000000 Penalty: 71204.648438
Iteration 138Q: 33 clusters Score -1.089415e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 92207 members 
Mstep: Class 2 contains 19164 members 
Mstep: Class 3 contains 27913 members 
Mstep: Class 4 contains 1267 members 
Mstep: Class 5 contains 3880 members 
Mstep: Class 6 contains 23464 members 
Mstep: Class 7 contains 1312 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133742 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 73211 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87549 members 
Mstep: Class 14 contains 3856 members 
Mstep: Class 15 contains 27185 members 
Mstep: Class 16 contains 134206 members 
Mstep: Class 17 contains 14653 members 
Mstep: Class 18 contains 6744 members 
Mstep: Class 19 contains 16692 members 
Mstep: Class 20 contains 9365 members 
Mstep: Class 21 contains 5335 members 
Mstep: Class 22 contains 27773 members 
Mstep: Class 23 contains 85651 members 
Mstep: Class 24 contains 7021 members 
Mstep: Class 25 contains 11295 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11569 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2559 members 
Mstep: Class 30 contains 30687 members 
Mstep: Class 31 contains 7764 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941632.000000 Penalty: 71204.648438
Iteration 139Q: 33 clusters Score -1.089416e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 92162 members 
Mstep: Class 2 contains 19151 members 
Mstep: Class 3 contains 27921 members 
Mstep: Class 4 contains 1267 members 
Mstep: Class 5 contains 3876 members 
Mstep: Class 6 contains 23463 members 
Mstep: Class 7 contains 1312 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133723 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 73202 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87584 members 
Mstep: Class 14 contains 3853 members 
Mstep: Class 15 contains 27167 members 
Mstep: Class 16 contains 134214 members 
Mstep: Class 17 contains 14712 members 
Mstep: Class 18 contains 6744 members 
Mstep: Class 19 contains 16695 members 
Mstep: Class 20 contains 9364 members 
Mstep: Class 21 contains 5334 members 
Mstep: Class 22 contains 27774 members 
Mstep: Class 23 contains 85640 members 
Mstep: Class 24 contains 7025 members 
Mstep: Class 25 contains 11301 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 11567 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 30678 members 
Mstep: Class 31 contains 7773 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941752.000000 Penalty: 71204.648438
Iteration 140F: 33 clusters Score -1.089418e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 92111 members 
Mstep: Class 2 contains 19141 members 
Mstep: Class 3 contains 27923 members 
Mstep: Class 4 contains 1267 members 
Mstep: Class 5 contains 3873 members 
Mstep: Class 6 contains 23464 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133726 members 
Mstep: Class 10 contains 9230 members 
Mstep: Class 11 contains 73196 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87605 members 
Mstep: Class 14 contains 3852 members 
Mstep: Class 15 contains 27149 members 
Mstep: Class 16 contains 134224 members 
Mstep: Class 17 contains 14764 members 
Mstep: Class 18 contains 6745 members 
Mstep: Class 19 contains 16711 members 
Mstep: Class 20 contains 9364 members 
Mstep: Class 21 contains 5333 members 
Mstep: Class 22 contains 27768 members 
Mstep: Class 23 contains 85623 members 
Mstep: Class 24 contains 7026 members 
Mstep: Class 25 contains 11303 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 11567 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2564 members 
Mstep: Class 30 contains 30676 members 
Mstep: Class 31 contains 7778 members 
Mstep: Class 32 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941656.000000 Penalty: 71204.648438
Iteration 141Q: 33 clusters Score -1.089417e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 19133 members 
Mstep: Class 3 contains 27928 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 23463 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133730 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73187 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87622 members 
Mstep: Class 14 contains 3853 members 
Mstep: Class 15 contains 27138 members 
Mstep: Class 16 contains 134232 members 
Mstep: Class 17 contains 14810 members 
Mstep: Class 18 contains 6744 members 
Mstep: Class 19 contains 16719 members 
Mstep: Class 20 contains 9360 members 
Mstep: Class 21 contains 5332 members 
Mstep: Class 22 contains 27764 members 
Mstep: Class 23 contains 85610 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 11308 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 11568 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2566 members 
Mstep: Class 30 contains 30673 members 
Mstep: Class 31 contains 7785 members 
Mstep: Class 32 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941664.000000 Penalty: 71204.648438
Iteration 142Q: 33 clusters Score -1.089417e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 92014 members 
Mstep: Class 2 contains 19119 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3866 members 
Mstep: Class 6 contains 23462 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133739 members 
Mstep: Class 10 contains 9230 members 
Mstep: Class 11 contains 73176 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87634 members 
Mstep: Class 14 contains 3852 members 
Mstep: Class 15 contains 27128 members 
Mstep: Class 16 contains 134244 members 
Mstep: Class 17 contains 14870 members 
Mstep: Class 18 contains 6744 members 
Mstep: Class 19 contains 16727 members 
Mstep: Class 20 contains 9357 members 
Mstep: Class 21 contains 5328 members 
Mstep: Class 22 contains 27768 members 
Mstep: Class 23 contains 85598 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 11309 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 11569 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2567 members 
Mstep: Class 30 contains 30667 members 
Mstep: Class 31 contains 7794 members 
Mstep: Class 32 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941640.000000 Penalty: 71204.648438
Iteration 143Q: 33 clusters Score -1.089416e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91985 members 
Mstep: Class 2 contains 19103 members 
Mstep: Class 3 contains 27931 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 23459 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133745 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73158 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87657 members 
Mstep: Class 14 contains 3852 members 
Mstep: Class 15 contains 27117 members 
Mstep: Class 16 contains 134252 members 
Mstep: Class 17 contains 14910 members 
Mstep: Class 18 contains 6745 members 
Mstep: Class 19 contains 16736 members 
Mstep: Class 20 contains 9358 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 27773 members 
Mstep: Class 23 contains 85580 members 
Mstep: Class 24 contains 7032 members 
Mstep: Class 25 contains 11313 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 11572 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30665 members 
Mstep: Class 31 contains 7797 members 
Mstep: Class 32 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941800.000000 Penalty: 71204.648438
Iteration 144Q: 33 clusters Score -1.089418e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91952 members 
Mstep: Class 2 contains 19094 members 
Mstep: Class 3 contains 27940 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3857 members 
Mstep: Class 6 contains 23457 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133754 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 73150 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87667 members 
Mstep: Class 14 contains 3851 members 
Mstep: Class 15 contains 27104 members 
Mstep: Class 16 contains 134266 members 
Mstep: Class 17 contains 14949 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 16741 members 
Mstep: Class 20 contains 9358 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 27771 members 
Mstep: Class 23 contains 85569 members 
Mstep: Class 24 contains 7032 members 
Mstep: Class 25 contains 11317 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 11570 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30665 members 
Mstep: Class 31 contains 7797 members 
Mstep: Class 32 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941784.000000 Penalty: 71204.648438
Iteration 145Q: 33 clusters Score -1.089418e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 19076 members 
Mstep: Class 3 contains 27948 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3852 members 
Mstep: Class 6 contains 23457 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133750 members 
Mstep: Class 10 contains 9234 members 
Mstep: Class 11 contains 73142 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87677 members 
Mstep: Class 14 contains 3853 members 
Mstep: Class 15 contains 27093 members 
Mstep: Class 16 contains 134284 members 
Mstep: Class 17 contains 14993 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 16750 members 
Mstep: Class 20 contains 9357 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 27773 members 
Mstep: Class 23 contains 85555 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11328 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 11573 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30662 members 
Mstep: Class 31 contains 7797 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941704.000000 Penalty: 71204.648438
Iteration 146Q: 33 clusters Score -1.089417e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91888 members 
Mstep: Class 2 contains 19072 members 
Mstep: Class 3 contains 27961 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3847 members 
Mstep: Class 6 contains 23455 members 
Mstep: Class 7 contains 1266 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133758 members 
Mstep: Class 10 contains 9234 members 
Mstep: Class 11 contains 73126 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87695 members 
Mstep: Class 14 contains 3851 members 
Mstep: Class 15 contains 27078 members 
Mstep: Class 16 contains 134298 members 
Mstep: Class 17 contains 15021 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 16758 members 
Mstep: Class 20 contains 9357 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 27770 members 
Mstep: Class 23 contains 85533 members 
Mstep: Class 24 contains 7037 members 
Mstep: Class 25 contains 11355 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 11575 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30660 members 
Mstep: Class 31 contains 7798 members 
Mstep: Class 32 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941672.000000 Penalty: 71204.648438
Iteration 147Q: 33 clusters Score -1.089417e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91865 members 
Mstep: Class 2 contains 19075 members 
Mstep: Class 3 contains 27959 members 
Mstep: Class 4 contains 1269 members 
Mstep: Class 5 contains 3844 members 
Mstep: Class 6 contains 23456 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133752 members 
Mstep: Class 10 contains 9234 members 
Mstep: Class 11 contains 73110 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87721 members 
Mstep: Class 14 contains 3849 members 
Mstep: Class 15 contains 27070 members 
Mstep: Class 16 contains 134308 members 
Mstep: Class 17 contains 15057 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 16761 members 
Mstep: Class 20 contains 9359 members 
Mstep: Class 21 contains 5326 members 
Mstep: Class 22 contains 27768 members 
Mstep: Class 23 contains 85519 members 
Mstep: Class 24 contains 7038 members 
Mstep: Class 25 contains 11369 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 11574 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30656 members 
Mstep: Class 31 contains 7798 members 
Mstep: Class 32 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941768.000000 Penalty: 71204.648438
Iteration 148Q: 33 clusters Score -1.089418e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 19073 members 
Mstep: Class 3 contains 27963 members 
Mstep: Class 4 contains 1269 members 
Mstep: Class 5 contains 3840 members 
Mstep: Class 6 contains 23452 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133753 members 
Mstep: Class 10 contains 9234 members 
Mstep: Class 11 contains 73096 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87731 members 
Mstep: Class 14 contains 3848 members 
Mstep: Class 15 contains 27069 members 
Mstep: Class 16 contains 134330 members 
Mstep: Class 17 contains 15086 members 
Mstep: Class 18 contains 6747 members 
Mstep: Class 19 contains 16763 members 
Mstep: Class 20 contains 9357 members 
Mstep: Class 21 contains 5326 members 
Mstep: Class 22 contains 27764 members 
Mstep: Class 23 contains 85505 members 
Mstep: Class 24 contains 7038 members 
Mstep: Class 25 contains 11384 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 11579 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30654 members 
Mstep: Class 31 contains 7799 members 
Mstep: Class 32 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941760.000000 Penalty: 71204.648438
Iteration 149Q: 33 clusters Score -1.089418e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 19064 members 
Mstep: Class 3 contains 27966 members 
Mstep: Class 4 contains 1269 members 
Mstep: Class 5 contains 3836 members 
Mstep: Class 6 contains 23452 members 
Mstep: Class 7 contains 1215 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133756 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 73091 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87751 members 
Mstep: Class 14 contains 3848 members 
Mstep: Class 15 contains 27065 members 
Mstep: Class 16 contains 134342 members 
Mstep: Class 17 contains 15113 members 
Mstep: Class 18 contains 6747 members 
Mstep: Class 19 contains 16768 members 
Mstep: Class 20 contains 9360 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 27761 members 
Mstep: Class 23 contains 85488 members 
Mstep: Class 24 contains 7039 members 
Mstep: Class 25 contains 11390 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 11579 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30653 members 
Mstep: Class 31 contains 7803 members 
Mstep: Class 32 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941800.000000 Penalty: 71204.648438
Iteration 150Q: 33 clusters Score -1.089418e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 19057 members 
Mstep: Class 3 contains 27965 members 
Mstep: Class 4 contains 1271 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 23450 members 
Mstep: Class 7 contains 1188 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133750 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 73077 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87776 members 
Mstep: Class 14 contains 3847 members 
Mstep: Class 15 contains 27056 members 
Mstep: Class 16 contains 134355 members 
Mstep: Class 17 contains 15141 members 
Mstep: Class 18 contains 6747 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 9364 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27756 members 
Mstep: Class 23 contains 85478 members 
Mstep: Class 24 contains 7042 members 
Mstep: Class 25 contains 11415 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 11579 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30652 members 
Mstep: Class 31 contains 7805 members 
Mstep: Class 32 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108941864.000000 Penalty: 71204.648438
Iteration 151Q: 33 clusters Score -1.089419e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 19056 members 
Mstep: Class 3 contains 27965 members 
Mstep: Class 4 contains 1271 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 23444 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133750 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 73070 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 87792 members 
Mstep: Class 14 contains 3846 members 
Mstep: Class 15 contains 27054 members 
Mstep: Class 16 contains 134372 members 
Mstep: Class 17 contains 15154 members 
Mstep: Class 18 contains 6747 members 
Mstep: Class 19 contains 16786 members 
Mstep: Class 20 contains 9366 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27746 members 
Mstep: Class 23 contains 85471 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 11431 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11578 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30651 members 
Mstep: Class 31 contains 7806 members 
Mstep: Class 32 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942008.000000 Penalty: 71204.648438
Iteration 152Q: 33 clusters Score -1.08942e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 19046 members 
Mstep: Class 3 contains 27963 members 
Mstep: Class 4 contains 1269 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 23443 members 
Mstep: Class 7 contains 1152 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133744 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73069 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 87802 members 
Mstep: Class 14 contains 3844 members 
Mstep: Class 15 contains 27050 members 
Mstep: Class 16 contains 134392 members 
Mstep: Class 17 contains 15169 members 
Mstep: Class 18 contains 6747 members 
Mstep: Class 19 contains 16796 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27740 members 
Mstep: Class 23 contains 85469 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 11447 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 11572 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30650 members 
Mstep: Class 31 contains 7807 members 
Mstep: Class 32 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942192.000000 Penalty: 71204.648438
Iteration 153Q: 33 clusters Score -1.089422e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 19045 members 
Mstep: Class 3 contains 27959 members 
Mstep: Class 4 contains 1269 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 23443 members 
Mstep: Class 7 contains 1139 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133734 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73060 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 87821 members 
Mstep: Class 14 contains 3840 members 
Mstep: Class 15 contains 27045 members 
Mstep: Class 16 contains 134409 members 
Mstep: Class 17 contains 15183 members 
Mstep: Class 18 contains 6747 members 
Mstep: Class 19 contains 16801 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27735 members 
Mstep: Class 23 contains 85468 members 
Mstep: Class 24 contains 7042 members 
Mstep: Class 25 contains 11449 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 11573 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30649 members 
Mstep: Class 31 contains 7808 members 
Mstep: Class 32 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942176.000000 Penalty: 71204.648438
Iteration 154Q: 33 clusters Score -1.089422e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91768 members 
Mstep: Class 2 contains 19041 members 
Mstep: Class 3 contains 27953 members 
Mstep: Class 4 contains 1269 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 6 contains 23442 members 
Mstep: Class 7 contains 1134 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133729 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73065 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 87843 members 
Mstep: Class 14 contains 3839 members 
Mstep: Class 15 contains 27039 members 
Mstep: Class 16 contains 134421 members 
Mstep: Class 17 contains 15202 members 
Mstep: Class 18 contains 6748 members 
Mstep: Class 19 contains 16808 members 
Mstep: Class 20 contains 9366 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27732 members 
Mstep: Class 23 contains 85463 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 11431 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 11575 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30648 members 
Mstep: Class 31 contains 7810 members 
Mstep: Class 32 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942200.000000 Penalty: 71204.648438
Iteration 155Q: 33 clusters Score -1.089422e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91752 members 
Mstep: Class 2 contains 19040 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3815 members 
Mstep: Class 6 contains 23442 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133721 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 73064 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 87873 members 
Mstep: Class 14 contains 3839 members 
Mstep: Class 15 contains 27036 members 
Mstep: Class 16 contains 134430 members 
Mstep: Class 17 contains 15215 members 
Mstep: Class 18 contains 6749 members 
Mstep: Class 19 contains 16807 members 
Mstep: Class 20 contains 9366 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27724 members 
Mstep: Class 23 contains 85450 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 11438 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11579 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30645 members 
Mstep: Class 31 contains 7812 members 
Mstep: Class 32 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942304.000000 Penalty: 71204.648438
Iteration 156Q: 33 clusters Score -1.089423e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 19031 members 
Mstep: Class 3 contains 27958 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3813 members 
Mstep: Class 6 contains 23443 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133708 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 73066 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 87894 members 
Mstep: Class 14 contains 3838 members 
Mstep: Class 15 contains 27035 members 
Mstep: Class 16 contains 134433 members 
Mstep: Class 17 contains 15222 members 
Mstep: Class 18 contains 6749 members 
Mstep: Class 19 contains 16809 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 27719 members 
Mstep: Class 23 contains 85444 members 
Mstep: Class 24 contains 7039 members 
Mstep: Class 25 contains 11445 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11586 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30643 members 
Mstep: Class 31 contains 7813 members 
Mstep: Class 32 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942376.000000 Penalty: 71204.648438
Iteration 157Q: 33 clusters Score -1.089424e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91746 members 
Mstep: Class 2 contains 19023 members 
Mstep: Class 3 contains 27959 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 23443 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133696 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 73070 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 87910 members 
Mstep: Class 14 contains 3838 members 
Mstep: Class 15 contains 27032 members 
Mstep: Class 16 contains 134436 members 
Mstep: Class 17 contains 15225 members 
Mstep: Class 18 contains 6749 members 
Mstep: Class 19 contains 16809 members 
Mstep: Class 20 contains 9369 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 27718 members 
Mstep: Class 23 contains 85438 members 
Mstep: Class 24 contains 7037 members 
Mstep: Class 25 contains 11462 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11588 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30641 members 
Mstep: Class 31 contains 7818 members 
Mstep: Class 32 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942440.000000 Penalty: 71204.648438
Iteration 158Q: 33 clusters Score -1.089424e+08 nChanged 135
Entering ConstructFrom: 
Score: -108942440.000000 Penalty: 71204.648438
Entering ConstructFrom: 
Trying to split cluster 1 (91748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91748 members 
Entering Unmasked Estep 
Score: -11716186.000000 Penalty: 1856.855103
	Iteration 0F: 2 clusters Score -1.171619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -11655819.000000 Penalty: 3713.710205
	Iteration 0F: 3 clusters Score -1.165582e+07 nChanged 44094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -11680966.000000 Penalty: 3713.710205
	Iteration 1F: 3 clusters Score -1.168097e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -11681597.000000 Penalty: 3713.710205
	Iteration 2Q: 3 clusters Score -1.16816e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -11682210.000000 Penalty: 3713.710205
	Iteration 3Q: 3 clusters Score -1.168221e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -11682675.000000 Penalty: 3713.710205
	Iteration 4Q: 3 clusters Score -1.168268e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -11683246.000000 Penalty: 3713.710205
	Iteration 5Q: 3 clusters Score -1.168325e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -11683871.000000 Penalty: 3713.710205
	Iteration 6Q: 3 clusters Score -1.168387e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -11684656.000000 Penalty: 3713.710205
	Iteration 7Q: 3 clusters Score -1.168466e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -11685661.000000 Penalty: 3713.710205
	Iteration 8Q: 3 clusters Score -1.168566e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -11686845.000000 Penalty: 3713.710205
	Iteration 9Q: 3 clusters Score -1.168684e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -11688900.000000 Penalty: 3713.710205
	Iteration 10Q: 3 clusters Score -1.16889e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -11691606.000000 Penalty: 3713.710205
	Iteration 11Q: 3 clusters Score -1.169161e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -11694854.000000 Penalty: 3713.710205
	Iteration 12F: 3 clusters Score -1.169485e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -11697859.000000 Penalty: 3713.710205
	Iteration 13F: 3 clusters Score -1.169786e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -11699682.000000 Penalty: 3713.710205
	Iteration 14Q: 3 clusters Score -1.169968e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -11700662.000000 Penalty: 3713.710205
	Iteration 15Q: 3 clusters Score -1.170066e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -11701229.000000 Penalty: 3713.710205
	Iteration 16Q: 3 clusters Score -1.170123e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -11701725.000000 Penalty: 3713.710205
	Iteration 17Q: 3 clusters Score -1.170172e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -11702261.000000 Penalty: 3713.710205
	Iteration 18Q: 3 clusters Score -1.170226e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -11702778.000000 Penalty: 3713.710205
	Iteration 19Q: 3 clusters Score -1.170278e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -11703423.000000 Penalty: 3713.710205
	Iteration 20F: 3 clusters Score -1.170342e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69087 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -11704177.000000 Penalty: 3713.710205
	Iteration 21Q: 3 clusters Score -1.170418e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -11704884.000000 Penalty: 3713.710205
	Iteration 22Q: 3 clusters Score -1.170488e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72614 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -11705520.000000 Penalty: 3713.710205
	Iteration 23Q: 3 clusters Score -1.170552e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -11706272.000000 Penalty: 3713.710205
	Iteration 24Q: 3 clusters Score -1.170627e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -11706992.000000 Penalty: 3713.710205
	Iteration 25Q: 3 clusters Score -1.170699e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -11707677.000000 Penalty: 3713.710205
	Iteration 26Q: 3 clusters Score -1.170768e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -11708401.000000 Penalty: 3713.710205
	Iteration 27Q: 3 clusters Score -1.17084e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -11709023.000000 Penalty: 3713.710205
	Iteration 28Q: 3 clusters Score -1.170902e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -11709738.000000 Penalty: 3713.710205
	Iteration 29Q: 3 clusters Score -1.170974e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -11710330.000000 Penalty: 3713.710205
	Iteration 30Q: 3 clusters Score -1.171033e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -11710890.000000 Penalty: 3713.710205
	Iteration 31Q: 3 clusters Score -1.171089e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85173 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -11711426.000000 Penalty: 3713.710205
	Iteration 32Q: 3 clusters Score -1.171143e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86067 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -11711942.000000 Penalty: 3713.710205
	Iteration 33Q: 3 clusters Score -1.171194e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -11712314.000000 Penalty: 3713.710205
	Iteration 34Q: 3 clusters Score -1.171231e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -11712728.000000 Penalty: 3713.710205
	Iteration 35Q: 3 clusters Score -1.171273e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88200 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -11713011.000000 Penalty: 3713.710205
	Iteration 36Q: 3 clusters Score -1.171301e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -11713242.000000 Penalty: 3713.710205
	Iteration 37Q: 3 clusters Score -1.171324e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -11713513.000000 Penalty: 3713.710205
	Iteration 38Q: 3 clusters Score -1.171351e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89652 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -11713693.000000 Penalty: 3713.710205
	Iteration 39Q: 3 clusters Score -1.171369e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -11713881.000000 Penalty: 3713.710205
	Iteration 40F: 3 clusters Score -1.171388e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -11714044.000000 Penalty: 3713.710205
	Iteration 41Q: 3 clusters Score -1.171404e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90469 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -11714156.000000 Penalty: 3713.710205
	Iteration 42Q: 3 clusters Score -1.171416e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -11714275.000000 Penalty: 3713.710205
	Iteration 43Q: 3 clusters Score -1.171428e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -11714357.000000 Penalty: 3713.710205
	Iteration 44Q: 3 clusters Score -1.171436e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90870 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -11714398.000000 Penalty: 3713.710205
	Iteration 45Q: 3 clusters Score -1.17144e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90948 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -11714449.000000 Penalty: 3713.710205
	Iteration 46Q: 3 clusters Score -1.171445e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90995 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11714474.000000 Penalty: 3713.710205
	Iteration 47Q: 3 clusters Score -1.171447e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91029 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11714483.000000 Penalty: 3713.710205
	Iteration 48Q: 3 clusters Score -1.171448e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91063 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -11714509.000000 Penalty: 3713.710205
	Iteration 49Q: 3 clusters Score -1.171451e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91090 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11714518.000000 Penalty: 3713.710205
	Iteration 50Q: 3 clusters Score -1.171452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11714530.000000 Penalty: 3713.710205
	Iteration 51Q: 3 clusters Score -1.171453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91122 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -11714545.000000 Penalty: 3713.710205
	Iteration 52Q: 3 clusters Score -1.171454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91132 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -11714548.000000 Penalty: 3713.710205
	Iteration 53Q: 3 clusters Score -1.171455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91142 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11714565.000000 Penalty: 3713.710205
	Iteration 54Q: 3 clusters Score -1.171456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91156 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11714574.000000 Penalty: 3713.710205
	Iteration 55Q: 3 clusters Score -1.171457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91162 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11714571.000000 Penalty: 3713.710205
	Iteration 56Q: 3 clusters Score -1.171457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91173 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -11714571.000000 Penalty: 3713.710205
	Iteration 57Q: 3 clusters Score -1.171457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91183 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -11714586.000000 Penalty: 3713.710205
	Iteration 58Q: 3 clusters Score -1.171459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11714586.000000 Penalty: 3713.710205
	Iteration 59Q: 3 clusters Score -1.171459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91197 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11714580.000000 Penalty: 3713.710205
	Iteration 60F: 3 clusters Score -1.171458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11714595.000000 Penalty: 3713.710205
	Iteration 61Q: 3 clusters Score -1.17146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91210 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11714602.000000 Penalty: 3713.710205
	Iteration 62Q: 3 clusters Score -1.17146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91217 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11714606.000000 Penalty: 3713.710205
	Iteration 63Q: 3 clusters Score -1.171461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -11714605.000000 Penalty: 3713.710205
	Iteration 64Q: 3 clusters Score -1.17146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91225 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11714611.000000 Penalty: 3713.710205
	Iteration 65Q: 3 clusters Score -1.171461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91226 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11714611.000000 Penalty: 3713.710205
	Iteration 66Q: 3 clusters Score -1.171461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91229 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11714609.000000 Penalty: 3713.710205
	Iteration 67Q: 3 clusters Score -1.171461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91230 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11714609.000000 Penalty: 3713.710205
	Iteration 68Q: 3 clusters Score -1.171461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91230 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11714609.000000 Penalty: 3713.710205
	Iteration 69F: 3 clusters Score -1.171461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Entering Unmasked Estep 
Score: -2259031.750000 Penalty: 1601.118286
	Iteration 0F: 2 clusters Score -2259032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2246068.500000 Penalty: 3202.236572
	Iteration 0F: 3 clusters Score -2246068 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2250804.000000 Penalty: 3202.236572
	Iteration 1F: 3 clusters Score -2250804 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2251293.000000 Penalty: 3202.236572
	Iteration 2F: 3 clusters Score -2251293 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2251813.500000 Penalty: 3202.236572
	Iteration 3F: 3 clusters Score -2251814 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2252408.500000 Penalty: 3202.236572
	Iteration 4F: 3 clusters Score -2252408 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2252999.000000 Penalty: 3202.236572
	Iteration 5F: 3 clusters Score -2252999 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2253540.750000 Penalty: 3202.236572
	Iteration 6F: 3 clusters Score -2253541 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2254040.250000 Penalty: 3202.236572
	Iteration 7F: 3 clusters Score -2254040 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2254501.750000 Penalty: 3202.236572
	Iteration 8Q: 3 clusters Score -2254502 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2254866.500000 Penalty: 3202.236572
	Iteration 9Q: 3 clusters Score -2254866 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2255200.250000 Penalty: 3202.236572
	Iteration 10Q: 3 clusters Score -2255200 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2255497.250000 Penalty: 3202.236572
	Iteration 11Q: 3 clusters Score -2255497 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2255722.750000 Penalty: 3202.236572
	Iteration 12Q: 3 clusters Score -2255723 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2255904.000000 Penalty: 3202.236572
	Iteration 13Q: 3 clusters Score -2255904 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2256099.750000 Penalty: 3202.236572
	Iteration 14Q: 3 clusters Score -2256100 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2256267.500000 Penalty: 3202.236572
	Iteration 15Q: 3 clusters Score -2256268 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2256430.000000 Penalty: 3202.236572
	Iteration 16Q: 3 clusters Score -2256430 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2256570.750000 Penalty: 3202.236572
	Iteration 17Q: 3 clusters Score -2256571 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2256719.500000 Penalty: 3202.236572
	Iteration 18Q: 3 clusters Score -2256720 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2256880.250000 Penalty: 3202.236572
	Iteration 19Q: 3 clusters Score -2256880 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2257033.750000 Penalty: 3202.236572
	Iteration 20F: 3 clusters Score -2257034 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2257177.250000 Penalty: 3202.236572
	Iteration 21Q: 3 clusters Score -2257177 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2257317.000000 Penalty: 3202.236572
	Iteration 22Q: 3 clusters Score -2257317 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2257486.500000 Penalty: 3202.236572
	Iteration 23Q: 3 clusters Score -2257486 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2257644.750000 Penalty: 3202.236572
	Iteration 24Q: 3 clusters Score -2257645 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2257776.250000 Penalty: 3202.236572
	Iteration 25Q: 3 clusters Score -2257776 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2257904.250000 Penalty: 3202.236572
	Iteration 26Q: 3 clusters Score -2257904 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2257998.500000 Penalty: 3202.236572
	Iteration 27Q: 3 clusters Score -2257998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2258051.500000 Penalty: 3202.236572
	Iteration 28Q: 3 clusters Score -2258052 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2258079.750000 Penalty: 3202.236572
	Iteration 29Q: 3 clusters Score -2258080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2258095.000000 Penalty: 3202.236572
	Iteration 30Q: 3 clusters Score -2258095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2258110.250000 Penalty: 3202.236572
	Iteration 31Q: 3 clusters Score -2258110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2258120.500000 Penalty: 3202.236572
	Iteration 32Q: 3 clusters Score -2258120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2258127.750000 Penalty: 3202.236572
	Iteration 33Q: 3 clusters Score -2258128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2258136.750000 Penalty: 3202.236572
	Iteration 34Q: 3 clusters Score -2258137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2258143.750000 Penalty: 3202.236572
	Iteration 35Q: 3 clusters Score -2258144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2258145.500000 Penalty: 3202.236572
	Iteration 36Q: 3 clusters Score -2258146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2258150.250000 Penalty: 3202.236572
	Iteration 37Q: 3 clusters Score -2258150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2258156.750000 Penalty: 3202.236572
	Iteration 38Q: 3 clusters Score -2258157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2258160.250000 Penalty: 3202.236572
	Iteration 39Q: 3 clusters Score -2258160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2258159.000000 Penalty: 3202.236572
	Iteration 40F: 3 clusters Score -2258159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2258163.250000 Penalty: 3202.236572
	Iteration 41Q: 3 clusters Score -2258163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2258160.250000 Penalty: 3202.236572
	Iteration 42Q: 3 clusters Score -2258160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2258163.750000 Penalty: 3202.236572
	Iteration 43Q: 3 clusters Score -2258164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2258164.750000 Penalty: 3202.236572
	Iteration 44Q: 3 clusters Score -2258165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2258169.250000 Penalty: 3202.236572
	Iteration 45Q: 3 clusters Score -2258169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2258166.500000 Penalty: 3202.236572
	Iteration 46Q: 3 clusters Score -2258166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2258166.750000 Penalty: 3202.236572
	Iteration 47Q: 3 clusters Score -2258167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2258167.000000 Penalty: 3202.236572
	Iteration 48Q: 3 clusters Score -2258167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2258165.000000 Penalty: 3202.236572
	Iteration 49Q: 3 clusters Score -2258165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2258165.500000 Penalty: 3202.236572
	Iteration 50Q: 3 clusters Score -2258166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2258165.500000 Penalty: 3202.236572
	Iteration 51F: 3 clusters Score -2258166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Entering Unmasked Estep 
Score: -3564787.750000 Penalty: 1663.778687
	Iteration 0F: 2 clusters Score -3564788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3545905.250000 Penalty: 3327.557373
	Iteration 0F: 3 clusters Score -3545905 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3553038.750000 Penalty: 3327.557373
	Iteration 1F: 3 clusters Score -3553039 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -3553575.750000 Penalty: 3327.557373
	Iteration 2F: 3 clusters Score -3553576 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -3554259.250000 Penalty: 3327.557373
	Iteration 3F: 3 clusters Score -3554259 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -3555155.500000 Penalty: 3327.557373
	Iteration 4F: 3 clusters Score -3555156 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -3556415.000000 Penalty: 3327.557373
	Iteration 5F: 3 clusters Score -3556415 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -3557969.250000 Penalty: 3327.557373
	Iteration 6F: 3 clusters Score -3557969 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -3559651.500000 Penalty: 3327.557373
	Iteration 7F: 3 clusters Score -3559652 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3561067.750000 Penalty: 3327.557373
	Iteration 8F: 3 clusters Score -3561068 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3562077.750000 Penalty: 3327.557373
	Iteration 9Q: 3 clusters Score -3562078 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3562700.000000 Penalty: 3327.557373
	Iteration 10Q: 3 clusters Score -3562700 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3563060.000000 Penalty: 3327.557373
	Iteration 11Q: 3 clusters Score -3563060 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3563214.000000 Penalty: 3327.557373
	Iteration 12Q: 3 clusters Score -3563214 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3563330.250000 Penalty: 3327.557373
	Iteration 13Q: 3 clusters Score -3563330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3563407.250000 Penalty: 3327.557373
	Iteration 14Q: 3 clusters Score -3563407 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3563470.750000 Penalty: 3327.557373
	Iteration 15Q: 3 clusters Score -3563471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3563507.000000 Penalty: 3327.557373
	Iteration 16Q: 3 clusters Score -3563507 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3563548.500000 Penalty: 3327.557373
	Iteration 17Q: 3 clusters Score -3563548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3563570.750000 Penalty: 3327.557373
	Iteration 18Q: 3 clusters Score -3563571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3563577.250000 Penalty: 3327.557373
	Iteration 19Q: 3 clusters Score -3563577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3563591.000000 Penalty: 3327.557373
	Iteration 20F: 3 clusters Score -3563591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3563598.500000 Penalty: 3327.557373
	Iteration 21Q: 3 clusters Score -3563598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3563603.500000 Penalty: 3327.557373
	Iteration 22Q: 3 clusters Score -3563604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3563599.500000 Penalty: 3327.557373
	Iteration 23Q: 3 clusters Score -3563600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3563608.250000 Penalty: 3327.557373
	Iteration 24Q: 3 clusters Score -3563608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3563609.500000 Penalty: 3327.557373
	Iteration 25Q: 3 clusters Score -3563610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3563607.500000 Penalty: 3327.557373
	Iteration 26Q: 3 clusters Score -3563608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3563608.000000 Penalty: 3327.557373
	Iteration 27Q: 3 clusters Score -3563608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3563612.000000 Penalty: 3327.557373
	Iteration 28Q: 3 clusters Score -3563612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3563611.750000 Penalty: 3327.557373
	Iteration 29Q: 3 clusters Score -3563612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3563611.750000 Penalty: 3327.557373
	Iteration 30F: 3 clusters Score -3563612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -154066.250000 Penalty: 1161.094360
	Iteration 0F: 2 clusters Score -154066.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152479.953125 Penalty: 2322.188721
	Iteration 0F: 3 clusters Score -152480 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -152842.437500 Penalty: 2322.188721
	Iteration 1F: 3 clusters Score -152842.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152924.984375 Penalty: 2322.188721
	Iteration 2F: 3 clusters Score -152925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -152960.734375 Penalty: 2322.188721
	Iteration 3Q: 3 clusters Score -152960.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -152987.531250 Penalty: 2322.188721
	Iteration 4Q: 3 clusters Score -152987.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -153006.328125 Penalty: 2322.188721
	Iteration 5Q: 3 clusters Score -153006.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -153024.140625 Penalty: 2322.188721
	Iteration 6Q: 3 clusters Score -153024.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -153044.046875 Penalty: 2322.188721
	Iteration 7Q: 3 clusters Score -153044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -153052.734375 Penalty: 2322.188721
	Iteration 8Q: 3 clusters Score -153052.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -153061.437500 Penalty: 2322.188721
	Iteration 9Q: 3 clusters Score -153061.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -153064.921875 Penalty: 2322.188721
	Iteration 10Q: 3 clusters Score -153064.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -153068.078125 Penalty: 2322.188721
	Iteration 11Q: 3 clusters Score -153068.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -153073.109375 Penalty: 2322.188721
	Iteration 12Q: 3 clusters Score -153073.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -153082.640625 Penalty: 2322.188721
	Iteration 13Q: 3 clusters Score -153082.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -153088.000000 Penalty: 2322.188721
	Iteration 14Q: 3 clusters Score -153088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -153093.937500 Penalty: 2322.188721
	Iteration 15Q: 3 clusters Score -153093.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -153098.609375 Penalty: 2322.188721
	Iteration 16Q: 3 clusters Score -153098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -153099.875000 Penalty: 2322.188721
	Iteration 17Q: 3 clusters Score -153099.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -153099.875000 Penalty: 2322.188721
	Iteration 18F: 3 clusters Score -153099.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Entering Unmasked Estep 
Score: -476769.062500 Penalty: 1339.789673
	Iteration 0F: 2 clusters Score -476769.1 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 1915 members 
Entering Unmasked Estep 
Score: -473592.656250 Penalty: 2679.579346
	Iteration 0F: 3 clusters Score -473592.7 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -474338.406250 Penalty: 2679.579346
	Iteration 1F: 3 clusters Score -474338.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -474489.812500 Penalty: 2679.579346
	Iteration 2F: 3 clusters Score -474489.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -474622.062500 Penalty: 2679.579346
	Iteration 3F: 3 clusters Score -474622.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -474777.718750 Penalty: 2679.579346
	Iteration 4F: 3 clusters Score -474777.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -474978.500000 Penalty: 2679.579346
	Iteration 5F: 3 clusters Score -474978.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -475241.125000 Penalty: 2679.579346
	Iteration 6F: 3 clusters Score -475241.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -475529.781250 Penalty: 2679.579346
	Iteration 7F: 3 clusters Score -475529.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -475715.343750 Penalty: 2679.579346
	Iteration 8F: 3 clusters Score -475715.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -475854.625000 Penalty: 2679.579346
	Iteration 9Q: 3 clusters Score -475854.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -475932.687500 Penalty: 2679.579346
	Iteration 10Q: 3 clusters Score -475932.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -475979.187500 Penalty: 2679.579346
	Iteration 11Q: 3 clusters Score -475979.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -475997.906250 Penalty: 2679.579346
	Iteration 12Q: 3 clusters Score -475997.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -476010.781250 Penalty: 2679.579346
	Iteration 13Q: 3 clusters Score -476010.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -476021.625000 Penalty: 2679.579346
	Iteration 14Q: 3 clusters Score -476021.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -476026.968750 Penalty: 2679.579346
	Iteration 15Q: 3 clusters Score -476027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -476027.781250 Penalty: 2679.579346
	Iteration 16Q: 3 clusters Score -476027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -476029.625000 Penalty: 2679.579346
	Iteration 17Q: 3 clusters Score -476029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -476029.531250 Penalty: 2679.579346
	Iteration 18Q: 3 clusters Score -476029.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -476030.687500 Penalty: 2679.579346
	Iteration 19Q: 3 clusters Score -476030.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -476030.812500 Penalty: 2679.579346
	Iteration 20F: 3 clusters Score -476030.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -476030.687500 Penalty: 2679.579346
	Iteration 21Q: 3 clusters Score -476030.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -476031.312500 Penalty: 2679.579346
	Iteration 22Q: 3 clusters Score -476031.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -476034.000000 Penalty: 2679.579346
	Iteration 23Q: 3 clusters Score -476034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -476034.156250 Penalty: 2679.579346
	Iteration 24Q: 3 clusters Score -476034.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -476035.312500 Penalty: 2679.579346
	Iteration 25Q: 3 clusters Score -476035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -476036.625000 Penalty: 2679.579346
	Iteration 26Q: 3 clusters Score -476036.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -476037.343750 Penalty: 2679.579346
	Iteration 27Q: 3 clusters Score -476037.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -476037.843750 Penalty: 2679.579346
	Iteration 28Q: 3 clusters Score -476037.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -476037.843750 Penalty: 2679.579346
	Iteration 29F: 3 clusters Score -476037.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Entering Unmasked Estep 
Score: -2931811.250000 Penalty: 1635.121216
	Iteration 0F: 2 clusters Score -2931811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2916007.500000 Penalty: 3270.242432
	Iteration 0F: 3 clusters Score -2916008 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2921886.000000 Penalty: 3270.242432
	Iteration 1F: 3 clusters Score -2921886 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2922356.250000 Penalty: 3270.242432
	Iteration 2F: 3 clusters Score -2922356 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2922806.000000 Penalty: 3270.242432
	Iteration 3Q: 3 clusters Score -2922806 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2923282.250000 Penalty: 3270.242432
	Iteration 4Q: 3 clusters Score -2923282 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2923774.750000 Penalty: 3270.242432
	Iteration 5Q: 3 clusters Score -2923775 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2924283.250000 Penalty: 3270.242432
	Iteration 6F: 3 clusters Score -2924283 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2924784.250000 Penalty: 3270.242432
	Iteration 7Q: 3 clusters Score -2924784 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2925239.750000 Penalty: 3270.242432
	Iteration 8Q: 3 clusters Score -2925240 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2925603.250000 Penalty: 3270.242432
	Iteration 9Q: 3 clusters Score -2925603 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2925916.500000 Penalty: 3270.242432
	Iteration 10Q: 3 clusters Score -2925916 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2926144.750000 Penalty: 3270.242432
	Iteration 11Q: 3 clusters Score -2926145 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2926346.500000 Penalty: 3270.242432
	Iteration 12Q: 3 clusters Score -2926346 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2926464.000000 Penalty: 3270.242432
	Iteration 13Q: 3 clusters Score -2926464 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2926595.250000 Penalty: 3270.242432
	Iteration 14Q: 3 clusters Score -2926595 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2926710.500000 Penalty: 3270.242432
	Iteration 15Q: 3 clusters Score -2926710 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2926870.750000 Penalty: 3270.242432
	Iteration 16Q: 3 clusters Score -2926871 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2927050.750000 Penalty: 3270.242432
	Iteration 17Q: 3 clusters Score -2927051 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2927296.250000 Penalty: 3270.242432
	Iteration 18Q: 3 clusters Score -2927296 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2927593.000000 Penalty: 3270.242432
	Iteration 19Q: 3 clusters Score -2927593 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2927930.750000 Penalty: 3270.242432
	Iteration 20F: 3 clusters Score -2927931 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2928291.250000 Penalty: 3270.242432
	Iteration 21Q: 3 clusters Score -2928291 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2928692.250000 Penalty: 3270.242432
	Iteration 22Q: 3 clusters Score -2928692 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2929089.750000 Penalty: 3270.242432
	Iteration 23Q: 3 clusters Score -2929090 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2929417.500000 Penalty: 3270.242432
	Iteration 24Q: 3 clusters Score -2929418 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2929672.250000 Penalty: 3270.242432
	Iteration 25Q: 3 clusters Score -2929672 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2929876.750000 Penalty: 3270.242432
	Iteration 26Q: 3 clusters Score -2929877 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2930078.250000 Penalty: 3270.242432
	Iteration 27Q: 3 clusters Score -2930078 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2930205.250000 Penalty: 3270.242432
	Iteration 28Q: 3 clusters Score -2930205 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2930261.000000 Penalty: 3270.242432
	Iteration 29Q: 3 clusters Score -2930261 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2930303.250000 Penalty: 3270.242432
	Iteration 30Q: 3 clusters Score -2930303 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2930332.250000 Penalty: 3270.242432
	Iteration 31Q: 3 clusters Score -2930332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2930342.250000 Penalty: 3270.242432
	Iteration 32Q: 3 clusters Score -2930342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2930348.500000 Penalty: 3270.242432
	Iteration 33Q: 3 clusters Score -2930348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2930359.000000 Penalty: 3270.242432
	Iteration 34Q: 3 clusters Score -2930359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2930371.750000 Penalty: 3270.242432
	Iteration 35Q: 3 clusters Score -2930372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2930379.750000 Penalty: 3270.242432
	Iteration 36Q: 3 clusters Score -2930380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2930389.750000 Penalty: 3270.242432
	Iteration 37Q: 3 clusters Score -2930390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2930392.000000 Penalty: 3270.242432
	Iteration 38Q: 3 clusters Score -2930392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2930388.000000 Penalty: 3270.242432
	Iteration 39Q: 3 clusters Score -2930388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2930390.250000 Penalty: 3270.242432
	Iteration 40F: 3 clusters Score -2930390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2930386.250000 Penalty: 3270.242432
	Iteration 41Q: 3 clusters Score -2930386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2930380.500000 Penalty: 3270.242432
	Iteration 42Q: 3 clusters Score -2930380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2930383.750000 Penalty: 3270.242432
	Iteration 43Q: 3 clusters Score -2930384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2930384.750000 Penalty: 3270.242432
	Iteration 44Q: 3 clusters Score -2930385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2930383.750000 Penalty: 3270.242432
	Iteration 45Q: 3 clusters Score -2930384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2930382.500000 Penalty: 3270.242432
	Iteration 46Q: 3 clusters Score -2930382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2930381.250000 Penalty: 3270.242432
	Iteration 47Q: 3 clusters Score -2930381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2930385.750000 Penalty: 3270.242432
	Iteration 48Q: 3 clusters Score -2930386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2930386.750000 Penalty: 3270.242432
	Iteration 49Q: 3 clusters Score -2930387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2930386.750000 Penalty: 3270.242432
	Iteration 50F: 3 clusters Score -2930387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -121513.140625 Penalty: 1136.514160
	Iteration 0F: 2 clusters Score -121513.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -120060.906250 Penalty: 2273.028320
	Iteration 0F: 3 clusters Score -120060.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -120470.953125 Penalty: 2273.028320
	Iteration 1F: 3 clusters Score -120471 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -120682.406250 Penalty: 2273.028320
	Iteration 2F: 3 clusters Score -120682.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -120867.265625 Penalty: 2273.028320
	Iteration 3F: 3 clusters Score -120867.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -121025.820312 Penalty: 2273.028320
	Iteration 4F: 3 clusters Score -121025.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -121279.554688 Penalty: 2273.028320
	Iteration 5F: 3 clusters Score -121279.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -121409.976562 Penalty: 2273.028320
	Iteration 6F: 3 clusters Score -121410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -121473.054688 Penalty: 2273.028320
	Iteration 7Q: 3 clusters Score -121473.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -121504.000000 Penalty: 2273.028320
	Iteration 8Q: 3 clusters Score -121504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -121522.546875 Penalty: 2273.028320
	Iteration 9Q: 3 clusters Score -121522.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -121531.468750 Penalty: 2273.028320
	Iteration 10Q: 3 clusters Score -121531.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -121544.000000 Penalty: 2273.028320
	Iteration 11Q: 3 clusters Score -121544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -121545.132812 Penalty: 2273.028320
	Iteration 12Q: 3 clusters Score -121545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -121545.132812 Penalty: 2273.028320
	Iteration 13F: 3 clusters Score -121545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 19016 members 
Mstep: Class 3 contains 27963 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 23442 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133683 members 
Mstep: Class 10 contains 9234 members 
Mstep: Class 11 contains 73064 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 87937 members 
Mstep: Class 14 contains 3837 members 
Mstep: Class 15 contains 27027 members 
Mstep: Class 16 contains 134444 members 
Mstep: Class 17 contains 15230 members 
Mstep: Class 18 contains 6749 members 
Mstep: Class 19 contains 16809 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 27715 members 
Mstep: Class 23 contains 85433 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11460 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11590 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30641 members 
Mstep: Class 31 contains 7824 members 
Mstep: Class 32 contains 314 members 
Mstep: Class 33 contains 309 members 
Entering Unmasked Estep 
Score: -108941344.000000 Penalty: 73429.796875
Splitting cluster 7 changes total score from -108942440.000000 to -108941344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Entering Unmasked Estep 
Score: -556778.500000 Penalty: 1363.639893
	Iteration 0F: 2 clusters Score -556778.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -553200.000000 Penalty: 2727.279785
	Iteration 0F: 3 clusters Score -553200 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -554056.937500 Penalty: 2727.279785
	Iteration 1F: 3 clusters Score -554056.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -554200.250000 Penalty: 2727.279785
	Iteration 2F: 3 clusters Score -554200.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -554304.812500 Penalty: 2727.279785
	Iteration 3Q: 3 clusters Score -554304.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -554391.000000 Penalty: 2727.279785
	Iteration 4Q: 3 clusters Score -554391 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -554461.000000 Penalty: 2727.279785
	Iteration 5Q: 3 clusters Score -554461 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -554521.375000 Penalty: 2727.279785
	Iteration 6Q: 3 clusters Score -554521.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -554567.937500 Penalty: 2727.279785
	Iteration 7Q: 3 clusters Score -554567.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -554613.125000 Penalty: 2727.279785
	Iteration 8Q: 3 clusters Score -554613.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -554660.625000 Penalty: 2727.279785
	Iteration 9Q: 3 clusters Score -554660.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -554705.250000 Penalty: 2727.279785
	Iteration 10Q: 3 clusters Score -554705.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -554761.062500 Penalty: 2727.279785
	Iteration 11Q: 3 clusters Score -554761.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -554820.312500 Penalty: 2727.279785
	Iteration 12Q: 3 clusters Score -554820.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -554899.812500 Penalty: 2727.279785
	Iteration 13Q: 3 clusters Score -554899.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -554982.312500 Penalty: 2727.279785
	Iteration 14Q: 3 clusters Score -554982.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -555056.687500 Penalty: 2727.279785
	Iteration 15Q: 3 clusters Score -555056.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -555135.437500 Penalty: 2727.279785
	Iteration 16Q: 3 clusters Score -555135.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -555208.500000 Penalty: 2727.279785
	Iteration 17Q: 3 clusters Score -555208.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -555272.625000 Penalty: 2727.279785
	Iteration 18Q: 3 clusters Score -555272.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -555327.500000 Penalty: 2727.279785
	Iteration 19Q: 3 clusters Score -555327.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -555370.875000 Penalty: 2727.279785
	Iteration 20F: 3 clusters Score -555370.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -555404.875000 Penalty: 2727.279785
	Iteration 21Q: 3 clusters Score -555404.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -555429.562500 Penalty: 2727.279785
	Iteration 22Q: 3 clusters Score -555429.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -555448.250000 Penalty: 2727.279785
	Iteration 23Q: 3 clusters Score -555448.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -555465.562500 Penalty: 2727.279785
	Iteration 24Q: 3 clusters Score -555465.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -555482.937500 Penalty: 2727.279785
	Iteration 25Q: 3 clusters Score -555482.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -555505.875000 Penalty: 2727.279785
	Iteration 26Q: 3 clusters Score -555505.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -555521.000000 Penalty: 2727.279785
	Iteration 27Q: 3 clusters Score -555521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -555530.500000 Penalty: 2727.279785
	Iteration 28Q: 3 clusters Score -555530.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -555537.187500 Penalty: 2727.279785
	Iteration 29Q: 3 clusters Score -555537.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -555541.875000 Penalty: 2727.279785
	Iteration 30Q: 3 clusters Score -555541.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -555550.750000 Penalty: 2727.279785
	Iteration 31Q: 3 clusters Score -555550.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -555555.437500 Penalty: 2727.279785
	Iteration 32Q: 3 clusters Score -555555.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -555559.250000 Penalty: 2727.279785
	Iteration 33Q: 3 clusters Score -555559.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -555560.562500 Penalty: 2727.279785
	Iteration 34Q: 3 clusters Score -555560.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -555562.187500 Penalty: 2727.279785
	Iteration 35Q: 3 clusters Score -555562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -555561.937500 Penalty: 2727.279785
	Iteration 36Q: 3 clusters Score -555561.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -555561.937500 Penalty: 2727.279785
	Iteration 37F: 3 clusters Score -555561.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (133683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133683 members 
Entering Unmasked Estep 
Score: -17093570.000000 Penalty: 1918.024292
	Iteration 0F: 2 clusters Score -1.709357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66783 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -17012426.000000 Penalty: 3836.048584
	Iteration 0F: 3 clusters Score -1.701243e+07 nChanged 64343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 70067 members 
Entering Unmasked Estep 
Score: -17050980.000000 Penalty: 3836.048584
	Iteration 1F: 3 clusters Score -1.705098e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -17052514.000000 Penalty: 3836.048584
	Iteration 2Q: 3 clusters Score -1.705251e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 75263 members 
Entering Unmasked Estep 
Score: -17055144.000000 Penalty: 3836.048584
	Iteration 3Q: 3 clusters Score -1.705514e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 79308 members 
Entering Unmasked Estep 
Score: -17058400.000000 Penalty: 3836.048584
	Iteration 4F: 3 clusters Score -1.70584e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 84077 members 
Entering Unmasked Estep 
Score: -17061862.000000 Penalty: 3836.048584
	Iteration 5F: 3 clusters Score -1.706186e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -17065158.000000 Penalty: 3836.048584
	Iteration 6F: 3 clusters Score -1.706516e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 93305 members 
Entering Unmasked Estep 
Score: -17067762.000000 Penalty: 3836.048584
	Iteration 7F: 3 clusters Score -1.706776e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 97601 members 
Entering Unmasked Estep 
Score: -17069950.000000 Penalty: 3836.048584
	Iteration 8Q: 3 clusters Score -1.706995e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 101767 members 
Entering Unmasked Estep 
Score: -17072086.000000 Penalty: 3836.048584
	Iteration 9Q: 3 clusters Score -1.707209e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 106078 members 
Entering Unmasked Estep 
Score: -17074572.000000 Penalty: 3836.048584
	Iteration 10Q: 3 clusters Score -1.707457e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 110719 members 
Entering Unmasked Estep 
Score: -17078640.000000 Penalty: 3836.048584
	Iteration 11Q: 3 clusters Score -1.707864e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 115803 members 
Entering Unmasked Estep 
Score: -17084004.000000 Penalty: 3836.048584
	Iteration 12Q: 3 clusters Score -1.7084e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 121454 members 
Entering Unmasked Estep 
Score: -17088320.000000 Penalty: 3836.048584
	Iteration 13Q: 3 clusters Score -1.708832e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 126449 members 
Entering Unmasked Estep 
Score: -17091142.000000 Penalty: 3836.048584
	Iteration 14Q: 3 clusters Score -1.709114e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 129961 members 
Entering Unmasked Estep 
Score: -17092046.000000 Penalty: 3836.048584
	Iteration 15Q: 3 clusters Score -1.709205e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 131883 members 
Entering Unmasked Estep 
Score: -17092068.000000 Penalty: 3836.048584
	Iteration 16Q: 3 clusters Score -1.709207e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 132737 members 
Entering Unmasked Estep 
Score: -17092120.000000 Penalty: 3836.048584
	Iteration 17Q: 3 clusters Score -1.709212e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 133095 members 
Entering Unmasked Estep 
Score: -17092040.000000 Penalty: 3836.048584
	Iteration 18Q: 3 clusters Score -1.709204e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 133237 members 
Entering Unmasked Estep 
Score: -17092046.000000 Penalty: 3836.048584
	Iteration 19Q: 3 clusters Score -1.709205e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 133311 members 
Entering Unmasked Estep 
Score: -17092062.000000 Penalty: 3836.048584
	Iteration 20F: 3 clusters Score -1.709206e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 133342 members 
Entering Unmasked Estep 
Score: -17092088.000000 Penalty: 3836.048584
	Iteration 21Q: 3 clusters Score -1.709209e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 133362 members 
Entering Unmasked Estep 
Score: -17092092.000000 Penalty: 3836.048584
	Iteration 22Q: 3 clusters Score -1.709209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 133375 members 
Entering Unmasked Estep 
Score: -17092096.000000 Penalty: 3836.048584
	Iteration 23Q: 3 clusters Score -1.70921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 133383 members 
Entering Unmasked Estep 
Score: -17092112.000000 Penalty: 3836.048584
	Iteration 24Q: 3 clusters Score -1.709211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 133383 members 
Entering Unmasked Estep 
Score: -17092110.000000 Penalty: 3836.048584
	Iteration 25Q: 3 clusters Score -1.709211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 133389 members 
Entering Unmasked Estep 
Score: -17092112.000000 Penalty: 3836.048584
	Iteration 26Q: 3 clusters Score -1.709211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 133390 members 
Entering Unmasked Estep 
Score: -17092114.000000 Penalty: 3836.048584
	Iteration 27Q: 3 clusters Score -1.709211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 133393 members 
Entering Unmasked Estep 
Score: -17092138.000000 Penalty: 3836.048584
	Iteration 28Q: 3 clusters Score -1.709214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 133395 members 
Entering Unmasked Estep 
Score: -17092132.000000 Penalty: 3836.048584
	Iteration 29Q: 3 clusters Score -1.709213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 133396 members 
Entering Unmasked Estep 
Score: -17092138.000000 Penalty: 3836.048584
	Iteration 30Q: 3 clusters Score -1.709214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 133396 members 
Entering Unmasked Estep 
Score: -17092138.000000 Penalty: 3836.048584
	Iteration 31F: 3 clusters Score -1.709214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Entering Unmasked Estep 
Score: -1158598.000000 Penalty: 1483.730225
	Iteration 0F: 2 clusters Score -1158598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1152001.625000 Penalty: 2967.460449
	Iteration 0F: 3 clusters Score -1152002 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1154097.000000 Penalty: 2967.460449
	Iteration 1F: 3 clusters Score -1154097 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1154384.000000 Penalty: 2967.460449
	Iteration 2F: 3 clusters Score -1154384 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1154624.875000 Penalty: 2967.460449
	Iteration 3F: 3 clusters Score -1154625 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1154856.500000 Penalty: 2967.460449
	Iteration 4Q: 3 clusters Score -1154856 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1155105.625000 Penalty: 2967.460449
	Iteration 5Q: 3 clusters Score -1155106 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1155389.875000 Penalty: 2967.460449
	Iteration 6Q: 3 clusters Score -1155390 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1155738.750000 Penalty: 2967.460449
	Iteration 7Q: 3 clusters Score -1155739 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1156070.000000 Penalty: 2967.460449
	Iteration 8Q: 3 clusters Score -1156070 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1156337.500000 Penalty: 2967.460449
	Iteration 9Q: 3 clusters Score -1156338 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1156561.625000 Penalty: 2967.460449
	Iteration 10Q: 3 clusters Score -1156562 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1156712.500000 Penalty: 2967.460449
	Iteration 11Q: 3 clusters Score -1156712 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1156805.000000 Penalty: 2967.460449
	Iteration 12Q: 3 clusters Score -1156805 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1156877.250000 Penalty: 2967.460449
	Iteration 13Q: 3 clusters Score -1156877 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1156927.000000 Penalty: 2967.460449
	Iteration 14Q: 3 clusters Score -1156927 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1156962.500000 Penalty: 2967.460449
	Iteration 15Q: 3 clusters Score -1156962 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1156998.875000 Penalty: 2967.460449
	Iteration 16Q: 3 clusters Score -1156999 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1157029.750000 Penalty: 2967.460449
	Iteration 17Q: 3 clusters Score -1157030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1157054.750000 Penalty: 2967.460449
	Iteration 18Q: 3 clusters Score -1157055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1157071.875000 Penalty: 2967.460449
	Iteration 19Q: 3 clusters Score -1157072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1157095.625000 Penalty: 2967.460449
	Iteration 20F: 3 clusters Score -1157096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1157112.500000 Penalty: 2967.460449
	Iteration 21Q: 3 clusters Score -1157112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1157123.625000 Penalty: 2967.460449
	Iteration 22Q: 3 clusters Score -1157124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1157133.875000 Penalty: 2967.460449
	Iteration 23Q: 3 clusters Score -1157134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1157148.750000 Penalty: 2967.460449
	Iteration 24Q: 3 clusters Score -1157149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1157156.250000 Penalty: 2967.460449
	Iteration 25Q: 3 clusters Score -1157156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1157168.375000 Penalty: 2967.460449
	Iteration 26Q: 3 clusters Score -1157168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1157187.625000 Penalty: 2967.460449
	Iteration 27Q: 3 clusters Score -1157188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1157199.000000 Penalty: 2967.460449
	Iteration 28Q: 3 clusters Score -1157199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1157208.875000 Penalty: 2967.460449
	Iteration 29Q: 3 clusters Score -1157209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1157218.750000 Penalty: 2967.460449
	Iteration 30Q: 3 clusters Score -1157219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1157230.375000 Penalty: 2967.460449
	Iteration 31Q: 3 clusters Score -1157230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1157242.500000 Penalty: 2967.460449
	Iteration 32Q: 3 clusters Score -1157242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1157254.625000 Penalty: 2967.460449
	Iteration 33Q: 3 clusters Score -1157255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1157271.125000 Penalty: 2967.460449
	Iteration 34Q: 3 clusters Score -1157271 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1157297.375000 Penalty: 2967.460449
	Iteration 35Q: 3 clusters Score -1157297 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1157314.750000 Penalty: 2967.460449
	Iteration 36Q: 3 clusters Score -1157315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1157333.375000 Penalty: 2967.460449
	Iteration 37Q: 3 clusters Score -1157333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1157346.250000 Penalty: 2967.460449
	Iteration 38Q: 3 clusters Score -1157346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1157360.875000 Penalty: 2967.460449
	Iteration 39Q: 3 clusters Score -1157361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1157371.500000 Penalty: 2967.460449
	Iteration 40F: 3 clusters Score -1157372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1157378.125000 Penalty: 2967.460449
	Iteration 41Q: 3 clusters Score -1157378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1157385.125000 Penalty: 2967.460449
	Iteration 42Q: 3 clusters Score -1157385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1157392.250000 Penalty: 2967.460449
	Iteration 43Q: 3 clusters Score -1157392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1157396.875000 Penalty: 2967.460449
	Iteration 44Q: 3 clusters Score -1157397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1157400.500000 Penalty: 2967.460449
	Iteration 45Q: 3 clusters Score -1157400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1157405.625000 Penalty: 2967.460449
	Iteration 46Q: 3 clusters Score -1157406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1157406.375000 Penalty: 2967.460449
	Iteration 47Q: 3 clusters Score -1157406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1157406.250000 Penalty: 2967.460449
	Iteration 48Q: 3 clusters Score -1157406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1157406.250000 Penalty: 2967.460449
	Iteration 49F: 3 clusters Score -1157406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73064 members 
Entering Unmasked Estep 
Score: -8652979.000000 Penalty: 1819.852295
	Iteration 0F: 2 clusters Score -8652979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -8604107.000000 Penalty: 3639.704590
	Iteration 0F: 3 clusters Score -8604107 nChanged 34592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -8624427.000000 Penalty: 3639.704590
	Iteration 1F: 3 clusters Score -8624427 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -8625388.000000 Penalty: 3639.704590
	Iteration 2Q: 3 clusters Score -8625388 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -8626588.000000 Penalty: 3639.704590
	Iteration 3Q: 3 clusters Score -8626588 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -8627988.000000 Penalty: 3639.704590
	Iteration 4Q: 3 clusters Score -8627988 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -8629786.000000 Penalty: 3639.704590
	Iteration 5F: 3 clusters Score -8629786 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -8632083.000000 Penalty: 3639.704590
	Iteration 6F: 3 clusters Score -8632083 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -8635000.000000 Penalty: 3639.704590
	Iteration 7F: 3 clusters Score -8635000 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -8638150.000000 Penalty: 3639.704590
	Iteration 8F: 3 clusters Score -8638150 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -8641097.000000 Penalty: 3639.704590
	Iteration 9F: 3 clusters Score -8641097 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -8643504.000000 Penalty: 3639.704590
	Iteration 10Q: 3 clusters Score -8643504 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -8645372.000000 Penalty: 3639.704590
	Iteration 11Q: 3 clusters Score -8645372 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63540 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -8646914.000000 Penalty: 3639.704590
	Iteration 12Q: 3 clusters Score -8646914 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -8648181.000000 Penalty: 3639.704590
	Iteration 13Q: 3 clusters Score -8648181 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -8649248.000000 Penalty: 3639.704590
	Iteration 14Q: 3 clusters Score -8649248 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -8650105.000000 Penalty: 3639.704590
	Iteration 15Q: 3 clusters Score -8650105 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -8650708.000000 Penalty: 3639.704590
	Iteration 16Q: 3 clusters Score -8650708 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -8651144.000000 Penalty: 3639.704590
	Iteration 17Q: 3 clusters Score -8651144 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70019 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -8651377.000000 Penalty: 3639.704590
	Iteration 18Q: 3 clusters Score -8651377 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -8651551.000000 Penalty: 3639.704590
	Iteration 19Q: 3 clusters Score -8651551 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70590 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -8651689.000000 Penalty: 3639.704590
	Iteration 20F: 3 clusters Score -8651689 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8651752.000000 Penalty: 3639.704590
	Iteration 21Q: 3 clusters Score -8651752 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8651833.000000 Penalty: 3639.704590
	Iteration 22Q: 3 clusters Score -8651833 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71018 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -8651866.000000 Penalty: 3639.704590
	Iteration 23Q: 3 clusters Score -8651866 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8651901.000000 Penalty: 3639.704590
	Iteration 24Q: 3 clusters Score -8651901 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8651937.000000 Penalty: 3639.704590
	Iteration 25Q: 3 clusters Score -8651937 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8651960.000000 Penalty: 3639.704590
	Iteration 26Q: 3 clusters Score -8651960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8651968.000000 Penalty: 3639.704590
	Iteration 27Q: 3 clusters Score -8651968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71321 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8651974.000000 Penalty: 3639.704590
	Iteration 28Q: 3 clusters Score -8651974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71365 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -8651998.000000 Penalty: 3639.704590
	Iteration 29Q: 3 clusters Score -8651998 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71400 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8652023.000000 Penalty: 3639.704590
	Iteration 30Q: 3 clusters Score -8652023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71429 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -8652032.000000 Penalty: 3639.704590
	Iteration 31Q: 3 clusters Score -8652032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8652041.000000 Penalty: 3639.704590
	Iteration 32Q: 3 clusters Score -8652041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8652053.000000 Penalty: 3639.704590
	Iteration 33Q: 3 clusters Score -8652053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8652053.000000 Penalty: 3639.704590
	Iteration 34Q: 3 clusters Score -8652053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71510 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8652053.000000 Penalty: 3639.704590
	Iteration 35Q: 3 clusters Score -8652053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -8652060.000000 Penalty: 3639.704590
	Iteration 36Q: 3 clusters Score -8652060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71543 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8652071.000000 Penalty: 3639.704590
	Iteration 37Q: 3 clusters Score -8652071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71553 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8652073.000000 Penalty: 3639.704590
	Iteration 38Q: 3 clusters Score -8652073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71566 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8652064.000000 Penalty: 3639.704590
	Iteration 39Q: 3 clusters Score -8652064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71570 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8652069.000000 Penalty: 3639.704590
	Iteration 40F: 3 clusters Score -8652069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8652069.000000 Penalty: 3639.704590
	Iteration 41Q: 3 clusters Score -8652069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71578 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8652072.000000 Penalty: 3639.704590
	Iteration 42Q: 3 clusters Score -8652072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71584 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8652072.000000 Penalty: 3639.704590
	Iteration 43Q: 3 clusters Score -8652072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8652075.000000 Penalty: 3639.704590
	Iteration 44Q: 3 clusters Score -8652075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8652074.000000 Penalty: 3639.704590
	Iteration 45Q: 3 clusters Score -8652074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8652077.000000 Penalty: 3639.704590
	Iteration 46Q: 3 clusters Score -8652077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71588 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8652074.000000 Penalty: 3639.704590
	Iteration 47Q: 3 clusters Score -8652074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71588 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8652079.000000 Penalty: 3639.704590
	Iteration 48Q: 3 clusters Score -8652079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71589 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8652076.000000 Penalty: 3639.704590
	Iteration 49Q: 3 clusters Score -8652076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71590 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8652073.000000 Penalty: 3639.704590
	Iteration 50Q: 3 clusters Score -8652073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71590 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8652073.000000 Penalty: 3639.704590
	Iteration 51F: 3 clusters Score -8652073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -40280.246094 Penalty: 958.733337
	Iteration 0F: 2 clusters Score -40280.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39388.976562 Penalty: 1917.466675
	Iteration 0F: 3 clusters Score -39388.98 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39555.046875 Penalty: 1917.466675
	Iteration 1F: 3 clusters Score -39555.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39614.148438 Penalty: 1917.466675
	Iteration 2F: 3 clusters Score -39614.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39644.960938 Penalty: 1917.466675
	Iteration 3Q: 3 clusters Score -39644.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39675.011719 Penalty: 1917.466675
	Iteration 4Q: 3 clusters Score -39675.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39693.796875 Penalty: 1917.466675
	Iteration 5Q: 3 clusters Score -39693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39697.296875 Penalty: 1917.466675
	Iteration 6Q: 3 clusters Score -39697.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39702.324219 Penalty: 1917.466675
	Iteration 7Q: 3 clusters Score -39702.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39705.417969 Penalty: 1917.466675
	Iteration 8Q: 3 clusters Score -39705.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -39710.917969 Penalty: 1917.466675
	Iteration 9Q: 3 clusters Score -39710.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -39710.917969 Penalty: 1917.466675
	Iteration 10F: 3 clusters Score -39710.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (87937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Entering Unmasked Estep 
Score: -11282420.000000 Penalty: 1849.961060
	Iteration 0F: 2 clusters Score -1.128242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -11224864.000000 Penalty: 3699.922119
	Iteration 0F: 3 clusters Score -1.122486e+07 nChanged 41984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -11249205.000000 Penalty: 3699.922119
	Iteration 1F: 3 clusters Score -1.12492e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -11249776.000000 Penalty: 3699.922119
	Iteration 2Q: 3 clusters Score -1.124978e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -11250546.000000 Penalty: 3699.922119
	Iteration 3Q: 3 clusters Score -1.125055e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -11251535.000000 Penalty: 3699.922119
	Iteration 4Q: 3 clusters Score -1.125154e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -11253148.000000 Penalty: 3699.922119
	Iteration 5Q: 3 clusters Score -1.125315e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -11255841.000000 Penalty: 3699.922119
	Iteration 6F: 3 clusters Score -1.125584e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
Score: -11259738.000000 Penalty: 3699.922119
	Iteration 7F: 3 clusters Score -1.125974e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 67349 members 
Entering Unmasked Estep 
Score: -11264503.000000 Penalty: 3699.922119
	Iteration 8F: 3 clusters Score -1.12645e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 72593 members 
Entering Unmasked Estep 
Score: -11269139.000000 Penalty: 3699.922119
	Iteration 9F: 3 clusters Score -1.126914e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 76844 members 
Entering Unmasked Estep 
Score: -11272863.000000 Penalty: 3699.922119
	Iteration 10F: 3 clusters Score -1.127286e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 79897 members 
Entering Unmasked Estep 
Score: -11275429.000000 Penalty: 3699.922119
	Iteration 11Q: 3 clusters Score -1.127543e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 81970 members 
Entering Unmasked Estep 
Score: -11277009.000000 Penalty: 3699.922119
	Iteration 12Q: 3 clusters Score -1.127701e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -11278115.000000 Penalty: 3699.922119
	Iteration 13Q: 3 clusters Score -1.127812e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 84641 members 
Entering Unmasked Estep 
Score: -11278914.000000 Penalty: 3699.922119
	Iteration 14Q: 3 clusters Score -1.127891e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 85494 members 
Entering Unmasked Estep 
Score: -11279520.000000 Penalty: 3699.922119
	Iteration 15Q: 3 clusters Score -1.127952e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 86096 members 
Entering Unmasked Estep 
Score: -11279920.000000 Penalty: 3699.922119
	Iteration 16Q: 3 clusters Score -1.127992e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 86515 members 
Entering Unmasked Estep 
Score: -11280194.000000 Penalty: 3699.922119
	Iteration 17Q: 3 clusters Score -1.128019e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 86819 members 
Entering Unmasked Estep 
Score: -11280415.000000 Penalty: 3699.922119
	Iteration 18Q: 3 clusters Score -1.128042e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 87016 members 
Entering Unmasked Estep 
Score: -11280506.000000 Penalty: 3699.922119
	Iteration 19Q: 3 clusters Score -1.128051e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 87154 members 
Entering Unmasked Estep 
Score: -11280601.000000 Penalty: 3699.922119
	Iteration 20F: 3 clusters Score -1.12806e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -11280651.000000 Penalty: 3699.922119
	Iteration 21Q: 3 clusters Score -1.128065e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 87325 members 
Entering Unmasked Estep 
Score: -11280711.000000 Penalty: 3699.922119
	Iteration 22Q: 3 clusters Score -1.128071e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 87365 members 
Entering Unmasked Estep 
Score: -11280720.000000 Penalty: 3699.922119
	Iteration 23Q: 3 clusters Score -1.128072e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -11280759.000000 Penalty: 3699.922119
	Iteration 24Q: 3 clusters Score -1.128076e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -11280780.000000 Penalty: 3699.922119
	Iteration 25Q: 3 clusters Score -1.128078e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 87451 members 
Entering Unmasked Estep 
Score: -11280813.000000 Penalty: 3699.922119
	Iteration 26Q: 3 clusters Score -1.128081e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 87465 members 
Entering Unmasked Estep 
Score: -11280826.000000 Penalty: 3699.922119
	Iteration 27Q: 3 clusters Score -1.128083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 87478 members 
Entering Unmasked Estep 
Score: -11280832.000000 Penalty: 3699.922119
	Iteration 28Q: 3 clusters Score -1.128083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 87491 members 
Entering Unmasked Estep 
Score: -11280847.000000 Penalty: 3699.922119
	Iteration 29Q: 3 clusters Score -1.128085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -11280841.000000 Penalty: 3699.922119
	Iteration 30Q: 3 clusters Score -1.128084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 87507 members 
Entering Unmasked Estep 
Score: -11280853.000000 Penalty: 3699.922119
	Iteration 31Q: 3 clusters Score -1.128085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 87513 members 
Entering Unmasked Estep 
Score: -11280860.000000 Penalty: 3699.922119
	Iteration 32Q: 3 clusters Score -1.128086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 87515 members 
Entering Unmasked Estep 
Score: -11280868.000000 Penalty: 3699.922119
	Iteration 33Q: 3 clusters Score -1.128087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 87518 members 
Entering Unmasked Estep 
Score: -11280864.000000 Penalty: 3699.922119
	Iteration 34Q: 3 clusters Score -1.128086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 87518 members 
Entering Unmasked Estep 
Score: -11280863.000000 Penalty: 3699.922119
	Iteration 35Q: 3 clusters Score -1.128086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 87521 members 
Entering Unmasked Estep 
Score: -11280880.000000 Penalty: 3699.922119
	Iteration 36Q: 3 clusters Score -1.128088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -11280883.000000 Penalty: 3699.922119
	Iteration 37Q: 3 clusters Score -1.128088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 87526 members 
Entering Unmasked Estep 
Score: -11280886.000000 Penalty: 3699.922119
	Iteration 38Q: 3 clusters Score -1.128089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -11280885.000000 Penalty: 3699.922119
	Iteration 39Q: 3 clusters Score -1.128088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -11280881.000000 Penalty: 3699.922119
	Iteration 40F: 3 clusters Score -1.128088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 87535 members 
Entering Unmasked Estep 
Score: -11280879.000000 Penalty: 3699.922119
	Iteration 41Q: 3 clusters Score -1.128088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 87536 members 
Entering Unmasked Estep 
Score: -11280883.000000 Penalty: 3699.922119
	Iteration 42Q: 3 clusters Score -1.128088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 87537 members 
Entering Unmasked Estep 
Score: -11280879.000000 Penalty: 3699.922119
	Iteration 43Q: 3 clusters Score -1.128088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 87537 members 
Entering Unmasked Estep 
Score: -11280879.000000 Penalty: 3699.922119
	Iteration 44F: 3 clusters Score -1.128088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Entering Unmasked Estep 
Score: -409650.625000 Penalty: 1341.022461
	Iteration 0F: 2 clusters Score -409650.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -406443.781250 Penalty: 2682.044922
	Iteration 0F: 3 clusters Score -406443.8 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -407458.375000 Penalty: 2682.044922
	Iteration 1F: 3 clusters Score -407458.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -407800.031250 Penalty: 2682.044922
	Iteration 2F: 3 clusters Score -407800 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -408083.031250 Penalty: 2682.044922
	Iteration 3F: 3 clusters Score -408083 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -408302.343750 Penalty: 2682.044922
	Iteration 4F: 3 clusters Score -408302.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -408466.250000 Penalty: 2682.044922
	Iteration 5Q: 3 clusters Score -408466.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -408602.875000 Penalty: 2682.044922
	Iteration 6Q: 3 clusters Score -408602.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -408699.562500 Penalty: 2682.044922
	Iteration 7Q: 3 clusters Score -408699.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -408755.218750 Penalty: 2682.044922
	Iteration 8Q: 3 clusters Score -408755.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -408789.250000 Penalty: 2682.044922
	Iteration 9Q: 3 clusters Score -408789.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -408808.375000 Penalty: 2682.044922
	Iteration 10Q: 3 clusters Score -408808.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -408824.343750 Penalty: 2682.044922
	Iteration 11Q: 3 clusters Score -408824.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -408838.875000 Penalty: 2682.044922
	Iteration 12Q: 3 clusters Score -408838.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -408847.281250 Penalty: 2682.044922
	Iteration 13Q: 3 clusters Score -408847.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -408854.968750 Penalty: 2682.044922
	Iteration 14Q: 3 clusters Score -408855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -408860.468750 Penalty: 2682.044922
	Iteration 15Q: 3 clusters Score -408860.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -408864.468750 Penalty: 2682.044922
	Iteration 16Q: 3 clusters Score -408864.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -408867.906250 Penalty: 2682.044922
	Iteration 17Q: 3 clusters Score -408867.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -408870.000000 Penalty: 2682.044922
	Iteration 18Q: 3 clusters Score -408870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -408873.656250 Penalty: 2682.044922
	Iteration 19Q: 3 clusters Score -408873.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -408877.437500 Penalty: 2682.044922
	Iteration 20F: 3 clusters Score -408877.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -408879.125000 Penalty: 2682.044922
	Iteration 21Q: 3 clusters Score -408879.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -408881.593750 Penalty: 2682.044922
	Iteration 22Q: 3 clusters Score -408881.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -408884.625000 Penalty: 2682.044922
	Iteration 23Q: 3 clusters Score -408884.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -408888.531250 Penalty: 2682.044922
	Iteration 24Q: 3 clusters Score -408888.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -408892.531250 Penalty: 2682.044922
	Iteration 25Q: 3 clusters Score -408892.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -408894.375000 Penalty: 2682.044922
	Iteration 26Q: 3 clusters Score -408894.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -408895.875000 Penalty: 2682.044922
	Iteration 27Q: 3 clusters Score -408895.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -408897.781250 Penalty: 2682.044922
	Iteration 28Q: 3 clusters Score -408897.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -408898.843750 Penalty: 2682.044922
	Iteration 29Q: 3 clusters Score -408898.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -408900.593750 Penalty: 2682.044922
	Iteration 30Q: 3 clusters Score -408900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -408900.968750 Penalty: 2682.044922
	Iteration 31Q: 3 clusters Score -408901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -408901.750000 Penalty: 2682.044922
	Iteration 32Q: 3 clusters Score -408901.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -408903.437500 Penalty: 2682.044922
	Iteration 33Q: 3 clusters Score -408903.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -408905.312500 Penalty: 2682.044922
	Iteration 34Q: 3 clusters Score -408905.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -408907.375000 Penalty: 2682.044922
	Iteration 35Q: 3 clusters Score -408907.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -408909.781250 Penalty: 2682.044922
	Iteration 36Q: 3 clusters Score -408909.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -408912.250000 Penalty: 2682.044922
	Iteration 37Q: 3 clusters Score -408912.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -408914.406250 Penalty: 2682.044922
	Iteration 38Q: 3 clusters Score -408914.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -408915.406250 Penalty: 2682.044922
	Iteration 39Q: 3 clusters Score -408915.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -408917.031250 Penalty: 2682.044922
	Iteration 40F: 3 clusters Score -408917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -408917.812500 Penalty: 2682.044922
	Iteration 41Q: 3 clusters Score -408917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -408917.187500 Penalty: 2682.044922
	Iteration 42Q: 3 clusters Score -408917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -408917.750000 Penalty: 2682.044922
	Iteration 43Q: 3 clusters Score -408917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -408918.312500 Penalty: 2682.044922
	Iteration 44Q: 3 clusters Score -408918.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -408919.750000 Penalty: 2682.044922
	Iteration 45Q: 3 clusters Score -408919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -408919.937500 Penalty: 2682.044922
	Iteration 46Q: 3 clusters Score -408919.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -408921.968750 Penalty: 2682.044922
	Iteration 47Q: 3 clusters Score -408922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -408923.562500 Penalty: 2682.044922
	Iteration 48Q: 3 clusters Score -408923.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -408924.812500 Penalty: 2682.044922
	Iteration 49Q: 3 clusters Score -408924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -408926.031250 Penalty: 2682.044922
	Iteration 50Q: 3 clusters Score -408926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -408925.812500 Penalty: 2682.044922
	Iteration 51Q: 3 clusters Score -408925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -408925.968750 Penalty: 2682.044922
	Iteration 52Q: 3 clusters Score -408926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -408926.812500 Penalty: 2682.044922
	Iteration 53Q: 3 clusters Score -408926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -408926.968750 Penalty: 2682.044922
	Iteration 54Q: 3 clusters Score -408927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -408928.625000 Penalty: 2682.044922
	Iteration 55Q: 3 clusters Score -408928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -408927.906250 Penalty: 2682.044922
	Iteration 56Q: 3 clusters Score -408927.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -408929.343750 Penalty: 2682.044922
	Iteration 57Q: 3 clusters Score -408929.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -408929.312500 Penalty: 2682.044922
	Iteration 58Q: 3 clusters Score -408929.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -408929.562500 Penalty: 2682.044922
	Iteration 59Q: 3 clusters Score -408929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -408930.406250 Penalty: 2682.044922
	Iteration 60F: 3 clusters Score -408930.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -408930.531250 Penalty: 2682.044922
	Iteration 61Q: 3 clusters Score -408930.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -408931.312500 Penalty: 2682.044922
	Iteration 62Q: 3 clusters Score -408931.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -408931.093750 Penalty: 2682.044922
	Iteration 63Q: 3 clusters Score -408931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -408931.562500 Penalty: 2682.044922
	Iteration 64Q: 3 clusters Score -408931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -408931.437500 Penalty: 2682.044922
	Iteration 65Q: 3 clusters Score -408931.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -408931.437500 Penalty: 2682.044922
	Iteration 66F: 3 clusters Score -408931.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Entering Unmasked Estep 
Score: -3488934.250000 Penalty: 1658.246216
	Iteration 0F: 2 clusters Score -3488934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -3470503.000000 Penalty: 3316.492432
	Iteration 0F: 3 clusters Score -3470503 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3477316.250000 Penalty: 3316.492432
	Iteration 1F: 3 clusters Score -3477316 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3477750.750000 Penalty: 3316.492432
	Iteration 2Q: 3 clusters Score -3477751 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3478209.750000 Penalty: 3316.492432
	Iteration 3Q: 3 clusters Score -3478210 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3478727.750000 Penalty: 3316.492432
	Iteration 4Q: 3 clusters Score -3478728 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3479383.500000 Penalty: 3316.492432
	Iteration 5F: 3 clusters Score -3479384 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3480175.250000 Penalty: 3316.492432
	Iteration 6F: 3 clusters Score -3480175 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3481074.000000 Penalty: 3316.492432
	Iteration 7F: 3 clusters Score -3481074 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3482135.750000 Penalty: 3316.492432
	Iteration 8F: 3 clusters Score -3482136 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3483310.750000 Penalty: 3316.492432
	Iteration 9F: 3 clusters Score -3483311 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3484555.500000 Penalty: 3316.492432
	Iteration 10F: 3 clusters Score -3484556 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3485759.250000 Penalty: 3316.492432
	Iteration 11Q: 3 clusters Score -3485759 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3486524.000000 Penalty: 3316.492432
	Iteration 12Q: 3 clusters Score -3486524 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3486864.000000 Penalty: 3316.492432
	Iteration 13Q: 3 clusters Score -3486864 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3487072.000000 Penalty: 3316.492432
	Iteration 14Q: 3 clusters Score -3487072 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3487200.250000 Penalty: 3316.492432
	Iteration 15Q: 3 clusters Score -3487200 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3487313.000000 Penalty: 3316.492432
	Iteration 16Q: 3 clusters Score -3487313 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3487398.250000 Penalty: 3316.492432
	Iteration 17Q: 3 clusters Score -3487398 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3487459.500000 Penalty: 3316.492432
	Iteration 18Q: 3 clusters Score -3487460 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3487507.500000 Penalty: 3316.492432
	Iteration 19Q: 3 clusters Score -3487508 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3487568.750000 Penalty: 3316.492432
	Iteration 20F: 3 clusters Score -3487569 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3487620.750000 Penalty: 3316.492432
	Iteration 21Q: 3 clusters Score -3487621 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3487686.000000 Penalty: 3316.492432
	Iteration 22Q: 3 clusters Score -3487686 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3487746.750000 Penalty: 3316.492432
	Iteration 23Q: 3 clusters Score -3487747 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -3487785.500000 Penalty: 3316.492432
	Iteration 24Q: 3 clusters Score -3487786 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3487813.250000 Penalty: 3316.492432
	Iteration 25Q: 3 clusters Score -3487813 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3487836.250000 Penalty: 3316.492432
	Iteration 26Q: 3 clusters Score -3487836 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3487858.500000 Penalty: 3316.492432
	Iteration 27Q: 3 clusters Score -3487858 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3487894.500000 Penalty: 3316.492432
	Iteration 28Q: 3 clusters Score -3487894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3487919.500000 Penalty: 3316.492432
	Iteration 29Q: 3 clusters Score -3487920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3487934.750000 Penalty: 3316.492432
	Iteration 30Q: 3 clusters Score -3487935 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3487955.000000 Penalty: 3316.492432
	Iteration 31Q: 3 clusters Score -3487955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3487968.250000 Penalty: 3316.492432
	Iteration 32Q: 3 clusters Score -3487968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3487976.000000 Penalty: 3316.492432
	Iteration 33Q: 3 clusters Score -3487976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3487978.500000 Penalty: 3316.492432
	Iteration 34Q: 3 clusters Score -3487978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -3487984.250000 Penalty: 3316.492432
	Iteration 35Q: 3 clusters Score -3487984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -3487987.750000 Penalty: 3316.492432
	Iteration 36Q: 3 clusters Score -3487988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3487990.000000 Penalty: 3316.492432
	Iteration 37Q: 3 clusters Score -3487990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3487991.500000 Penalty: 3316.492432
	Iteration 38Q: 3 clusters Score -3487992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -3487991.250000 Penalty: 3316.492432
	Iteration 39Q: 3 clusters Score -3487991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -3487998.500000 Penalty: 3316.492432
	Iteration 40F: 3 clusters Score -3487998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3488004.500000 Penalty: 3316.492432
	Iteration 41Q: 3 clusters Score -3488004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3488006.250000 Penalty: 3316.492432
	Iteration 42Q: 3 clusters Score -3488006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3488004.000000 Penalty: 3316.492432
	Iteration 43Q: 3 clusters Score -3488004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3488008.250000 Penalty: 3316.492432
	Iteration 44Q: 3 clusters Score -3488008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3488013.750000 Penalty: 3316.492432
	Iteration 45Q: 3 clusters Score -3488014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -3488016.500000 Penalty: 3316.492432
	Iteration 46Q: 3 clusters Score -3488016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3488016.250000 Penalty: 3316.492432
	Iteration 47Q: 3 clusters Score -3488016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3488016.250000 Penalty: 3316.492432
	Iteration 48F: 3 clusters Score -3488016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (134444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134444 members 
Entering Unmasked Estep 
Score: -17058652.000000 Penalty: 1918.946655
	Iteration 0F: 2 clusters Score -1.705865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 67061 members 
Entering Unmasked Estep 
Score: -16977352.000000 Penalty: 3837.893311
	Iteration 0F: 3 clusters Score -1.697735e+07 nChanged 64767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -17015382.000000 Penalty: 3837.893311
	Iteration 1F: 3 clusters Score -1.701538e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -17016852.000000 Penalty: 3837.893311
	Iteration 2Q: 3 clusters Score -1.701685e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -17018978.000000 Penalty: 3837.893311
	Iteration 3Q: 3 clusters Score -1.701898e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -17021590.000000 Penalty: 3837.893311
	Iteration 4Q: 3 clusters Score -1.702159e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70507 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -17025126.000000 Penalty: 3837.893311
	Iteration 5F: 3 clusters Score -1.702513e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71624 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -17029706.000000 Penalty: 3837.893311
	Iteration 6F: 3 clusters Score -1.702971e+07 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -17035612.000000 Penalty: 3837.893311
	Iteration 7F: 3 clusters Score -1.703561e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
Score: -17041564.000000 Penalty: 3837.893311
	Iteration 8F: 3 clusters Score -1.704156e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Mstep: Class 2 contains 59622 members 
Entering Unmasked Estep 
Score: -17045436.000000 Penalty: 3837.893311
	Iteration 9F: 3 clusters Score -1.704544e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75269 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -17047142.000000 Penalty: 3837.893311
	Iteration 10Q: 3 clusters Score -1.704714e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75536 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -17047850.000000 Penalty: 3837.893311
	Iteration 11Q: 3 clusters Score -1.704785e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -17048290.000000 Penalty: 3837.893311
	Iteration 12Q: 3 clusters Score -1.704829e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75778 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -17048604.000000 Penalty: 3837.893311
	Iteration 13Q: 3 clusters Score -1.70486e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 58596 members 
Entering Unmasked Estep 
Score: -17048904.000000 Penalty: 3837.893311
	Iteration 14Q: 3 clusters Score -1.70489e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75877 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -17049200.000000 Penalty: 3837.893311
	Iteration 15Q: 3 clusters Score -1.70492e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -17049466.000000 Penalty: 3837.893311
	Iteration 16Q: 3 clusters Score -1.704947e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -17049752.000000 Penalty: 3837.893311
	Iteration 17Q: 3 clusters Score -1.704975e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75795 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -17049942.000000 Penalty: 3837.893311
	Iteration 18Q: 3 clusters Score -1.704994e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -17050102.000000 Penalty: 3837.893311
	Iteration 19Q: 3 clusters Score -1.70501e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -17050328.000000 Penalty: 3837.893311
	Iteration 20F: 3 clusters Score -1.705033e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 58853 members 
Entering Unmasked Estep 
Score: -17050478.000000 Penalty: 3837.893311
	Iteration 21Q: 3 clusters Score -1.705048e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -17050594.000000 Penalty: 3837.893311
	Iteration 22Q: 3 clusters Score -1.705059e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -17050648.000000 Penalty: 3837.893311
	Iteration 23Q: 3 clusters Score -1.705065e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -17050724.000000 Penalty: 3837.893311
	Iteration 24Q: 3 clusters Score -1.705072e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -17050874.000000 Penalty: 3837.893311
	Iteration 25Q: 3 clusters Score -1.705087e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -17050918.000000 Penalty: 3837.893311
	Iteration 26Q: 3 clusters Score -1.705092e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75725 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -17050922.000000 Penalty: 3837.893311
	Iteration 27Q: 3 clusters Score -1.705092e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -17050894.000000 Penalty: 3837.893311
	Iteration 28Q: 3 clusters Score -1.705089e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75598 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -17050900.000000 Penalty: 3837.893311
	Iteration 29Q: 3 clusters Score -1.70509e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -17050908.000000 Penalty: 3837.893311
	Iteration 30Q: 3 clusters Score -1.705091e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75438 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -17050966.000000 Penalty: 3837.893311
	Iteration 31Q: 3 clusters Score -1.705097e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75324 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -17050960.000000 Penalty: 3837.893311
	Iteration 32Q: 3 clusters Score -1.705096e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 59243 members 
Entering Unmasked Estep 
Score: -17050962.000000 Penalty: 3837.893311
	Iteration 33Q: 3 clusters Score -1.705096e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75066 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -17050966.000000 Penalty: 3837.893311
	Iteration 34Q: 3 clusters Score -1.705097e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74919 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -17050906.000000 Penalty: 3837.893311
	Iteration 35Q: 3 clusters Score -1.705091e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -17050924.000000 Penalty: 3837.893311
	Iteration 36Q: 3 clusters Score -1.705092e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
Score: -17050950.000000 Penalty: 3837.893311
	Iteration 37Q: 3 clusters Score -1.705095e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -17050946.000000 Penalty: 3837.893311
	Iteration 38Q: 3 clusters Score -1.705095e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74265 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
Score: -17050922.000000 Penalty: 3837.893311
	Iteration 39Q: 3 clusters Score -1.705092e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -17050946.000000 Penalty: 3837.893311
	Iteration 40F: 3 clusters Score -1.705095e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73903 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -17050934.000000 Penalty: 3837.893311
	Iteration 41Q: 3 clusters Score -1.705093e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -17050998.000000 Penalty: 3837.893311
	Iteration 42Q: 3 clusters Score -1.7051e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -17050992.000000 Penalty: 3837.893311
	Iteration 43Q: 3 clusters Score -1.705099e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73437 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -17050950.000000 Penalty: 3837.893311
	Iteration 44Q: 3 clusters Score -1.705095e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -17050930.000000 Penalty: 3837.893311
	Iteration 45Q: 3 clusters Score -1.705093e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -17050966.000000 Penalty: 3837.893311
	Iteration 46Q: 3 clusters Score -1.705097e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -17050954.000000 Penalty: 3837.893311
	Iteration 47Q: 3 clusters Score -1.705095e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72779 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -17050970.000000 Penalty: 3837.893311
	Iteration 48Q: 3 clusters Score -1.705097e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -17050972.000000 Penalty: 3837.893311
	Iteration 49Q: 3 clusters Score -1.705097e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -17050982.000000 Penalty: 3837.893311
	Iteration 50Q: 3 clusters Score -1.705098e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72252 members 
Mstep: Class 2 contains 62192 members 
Entering Unmasked Estep 
Score: -17050974.000000 Penalty: 3837.893311
	Iteration 51Q: 3 clusters Score -1.705097e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -17051006.000000 Penalty: 3837.893311
	Iteration 52Q: 3 clusters Score -1.705101e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -17051002.000000 Penalty: 3837.893311
	Iteration 53Q: 3 clusters Score -1.7051e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -17051014.000000 Penalty: 3837.893311
	Iteration 54Q: 3 clusters Score -1.705101e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -17051058.000000 Penalty: 3837.893311
	Iteration 55Q: 3 clusters Score -1.705106e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -17051048.000000 Penalty: 3837.893311
	Iteration 56Q: 3 clusters Score -1.705105e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71044 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -17051054.000000 Penalty: 3837.893311
	Iteration 57Q: 3 clusters Score -1.705105e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70809 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -17051006.000000 Penalty: 3837.893311
	Iteration 58Q: 3 clusters Score -1.705101e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70556 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -17050990.000000 Penalty: 3837.893311
	Iteration 59Q: 3 clusters Score -1.705099e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 64125 members 
Entering Unmasked Estep 
Score: -17050992.000000 Penalty: 3837.893311
	Iteration 60F: 3 clusters Score -1.705099e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -17051004.000000 Penalty: 3837.893311
	Iteration 61Q: 3 clusters Score -1.7051e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69853 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -17051070.000000 Penalty: 3837.893311
	Iteration 62Q: 3 clusters Score -1.705107e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69612 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -17051074.000000 Penalty: 3837.893311
	Iteration 63Q: 3 clusters Score -1.705107e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69344 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -17051056.000000 Penalty: 3837.893311
	Iteration 64Q: 3 clusters Score -1.705106e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -17050974.000000 Penalty: 3837.893311
	Iteration 65Q: 3 clusters Score -1.705097e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 65583 members 
Entering Unmasked Estep 
Score: -17050974.000000 Penalty: 3837.893311
	Iteration 66Q: 3 clusters Score -1.705097e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -17050968.000000 Penalty: 3837.893311
	Iteration 67Q: 3 clusters Score -1.705097e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -17050966.000000 Penalty: 3837.893311
	Iteration 68Q: 3 clusters Score -1.705097e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 66311 members 
Entering Unmasked Estep 
Score: -17050962.000000 Penalty: 3837.893311
	Iteration 69Q: 3 clusters Score -1.705096e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -17050938.000000 Penalty: 3837.893311
	Iteration 70Q: 3 clusters Score -1.705094e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
Score: -17050980.000000 Penalty: 3837.893311
	Iteration 71Q: 3 clusters Score -1.705098e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 66978 members 
Entering Unmasked Estep 
Score: -17050988.000000 Penalty: 3837.893311
	Iteration 72Q: 3 clusters Score -1.705099e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -17050982.000000 Penalty: 3837.893311
	Iteration 73Q: 3 clusters Score -1.705098e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 67360 members 
Entering Unmasked Estep 
Score: -17050988.000000 Penalty: 3837.893311
	Iteration 74Q: 3 clusters Score -1.705099e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -17050982.000000 Penalty: 3837.893311
	Iteration 75Q: 3 clusters Score -1.705098e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66742 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -17050998.000000 Penalty: 3837.893311
	Iteration 76Q: 3 clusters Score -1.7051e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -17051012.000000 Penalty: 3837.893311
	Iteration 77Q: 3 clusters Score -1.705101e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66378 members 
Mstep: Class 2 contains 68066 members 
Entering Unmasked Estep 
Score: -17050980.000000 Penalty: 3837.893311
	Iteration 78Q: 3 clusters Score -1.705098e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66184 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -17050960.000000 Penalty: 3837.893311
	Iteration 79Q: 3 clusters Score -1.705096e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66000 members 
Mstep: Class 2 contains 68444 members 
Entering Unmasked Estep 
Score: -17050912.000000 Penalty: 3837.893311
	Iteration 80F: 3 clusters Score -1.705091e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65828 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -17050930.000000 Penalty: 3837.893311
	Iteration 81Q: 3 clusters Score -1.705093e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -17050944.000000 Penalty: 3837.893311
	Iteration 82Q: 3 clusters Score -1.705094e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -17050984.000000 Penalty: 3837.893311
	Iteration 83Q: 3 clusters Score -1.705098e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 69111 members 
Entering Unmasked Estep 
Score: -17051010.000000 Penalty: 3837.893311
	Iteration 84Q: 3 clusters Score -1.705101e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 69271 members 
Entering Unmasked Estep 
Score: -17051012.000000 Penalty: 3837.893311
	Iteration 85Q: 3 clusters Score -1.705101e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -17051042.000000 Penalty: 3837.893311
	Iteration 86Q: 3 clusters Score -1.705104e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -17051014.000000 Penalty: 3837.893311
	Iteration 87Q: 3 clusters Score -1.705101e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -17051024.000000 Penalty: 3837.893311
	Iteration 88Q: 3 clusters Score -1.705102e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -17051024.000000 Penalty: 3837.893311
	Iteration 89Q: 3 clusters Score -1.705102e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -17051010.000000 Penalty: 3837.893311
	Iteration 90Q: 3 clusters Score -1.705101e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -17051020.000000 Penalty: 3837.893311
	Iteration 91Q: 3 clusters Score -1.705102e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 70291 members 
Entering Unmasked Estep 
Score: -17050986.000000 Penalty: 3837.893311
	Iteration 92Q: 3 clusters Score -1.705099e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 70400 members 
Entering Unmasked Estep 
Score: -17051004.000000 Penalty: 3837.893311
	Iteration 93Q: 3 clusters Score -1.7051e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -17051010.000000 Penalty: 3837.893311
	Iteration 94Q: 3 clusters Score -1.705101e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 70636 members 
Entering Unmasked Estep 
Score: -17051006.000000 Penalty: 3837.893311
	Iteration 95Q: 3 clusters Score -1.705101e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -17051028.000000 Penalty: 3837.893311
	Iteration 96Q: 3 clusters Score -1.705103e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 70827 members 
Entering Unmasked Estep 
Score: -17051020.000000 Penalty: 3837.893311
	Iteration 97Q: 3 clusters Score -1.705102e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 70917 members 
Entering Unmasked Estep 
Score: -17051008.000000 Penalty: 3837.893311
	Iteration 98Q: 3 clusters Score -1.705101e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -17051042.000000 Penalty: 3837.893311
	Iteration 99Q: 3 clusters Score -1.705104e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -17051024.000000 Penalty: 3837.893311
	Iteration 100F: 3 clusters Score -1.705102e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 71172 members 
Entering Unmasked Estep 
Score: -17051044.000000 Penalty: 3837.893311
	Iteration 101Q: 3 clusters Score -1.705104e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 71251 members 
Entering Unmasked Estep 
Score: -17051042.000000 Penalty: 3837.893311
	Iteration 102Q: 3 clusters Score -1.705104e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -17051072.000000 Penalty: 3837.893311
	Iteration 103Q: 3 clusters Score -1.705107e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 71395 members 
Entering Unmasked Estep 
Score: -17051056.000000 Penalty: 3837.893311
	Iteration 104Q: 3 clusters Score -1.705106e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 71473 members 
Entering Unmasked Estep 
Score: -17051036.000000 Penalty: 3837.893311
	Iteration 105Q: 3 clusters Score -1.705104e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 71566 members 
Entering Unmasked Estep 
Score: -17051032.000000 Penalty: 3837.893311
	Iteration 106Q: 3 clusters Score -1.705103e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62788 members 
Mstep: Class 2 contains 71656 members 
Entering Unmasked Estep 
Score: -17051000.000000 Penalty: 3837.893311
	Iteration 107Q: 3 clusters Score -1.7051e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -17051018.000000 Penalty: 3837.893311
	Iteration 108Q: 3 clusters Score -1.705102e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 71828 members 
Entering Unmasked Estep 
Score: -17051026.000000 Penalty: 3837.893311
	Iteration 109Q: 3 clusters Score -1.705103e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 71906 members 
Entering Unmasked Estep 
Score: -17050996.000000 Penalty: 3837.893311
	Iteration 110Q: 3 clusters Score -1.7051e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62473 members 
Mstep: Class 2 contains 71971 members 
Entering Unmasked Estep 
Score: -17050986.000000 Penalty: 3837.893311
	Iteration 111Q: 3 clusters Score -1.705099e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 72049 members 
Entering Unmasked Estep 
Score: -17050962.000000 Penalty: 3837.893311
	Iteration 112Q: 3 clusters Score -1.705096e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 72130 members 
Entering Unmasked Estep 
Score: -17050960.000000 Penalty: 3837.893311
	Iteration 113Q: 3 clusters Score -1.705096e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62227 members 
Mstep: Class 2 contains 72217 members 
Entering Unmasked Estep 
Score: -17050956.000000 Penalty: 3837.893311
	Iteration 114Q: 3 clusters Score -1.705096e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62141 members 
Mstep: Class 2 contains 72303 members 
Entering Unmasked Estep 
Score: -17050936.000000 Penalty: 3837.893311
	Iteration 115Q: 3 clusters Score -1.705094e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62059 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -17050948.000000 Penalty: 3837.893311
	Iteration 116Q: 3 clusters Score -1.705095e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61972 members 
Mstep: Class 2 contains 72472 members 
Entering Unmasked Estep 
Score: -17050938.000000 Penalty: 3837.893311
	Iteration 117Q: 3 clusters Score -1.705094e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -17050952.000000 Penalty: 3837.893311
	Iteration 118Q: 3 clusters Score -1.705095e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -17050940.000000 Penalty: 3837.893311
	Iteration 119Q: 3 clusters Score -1.705094e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 72749 members 
Entering Unmasked Estep 
Score: -17050926.000000 Penalty: 3837.893311
	Iteration 120F: 3 clusters Score -1.705093e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -17050934.000000 Penalty: 3837.893311
	Iteration 121Q: 3 clusters Score -1.705093e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 72935 members 
Entering Unmasked Estep 
Score: -17050936.000000 Penalty: 3837.893311
	Iteration 122Q: 3 clusters Score -1.705094e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61420 members 
Mstep: Class 2 contains 73024 members 
Entering Unmasked Estep 
Score: -17050926.000000 Penalty: 3837.893311
	Iteration 123Q: 3 clusters Score -1.705093e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -17050914.000000 Penalty: 3837.893311
	Iteration 124Q: 3 clusters Score -1.705091e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 73203 members 
Entering Unmasked Estep 
Score: -17050910.000000 Penalty: 3837.893311
	Iteration 125Q: 3 clusters Score -1.705091e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -17050894.000000 Penalty: 3837.893311
	Iteration 126Q: 3 clusters Score -1.705089e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 73369 members 
Entering Unmasked Estep 
Score: -17050906.000000 Penalty: 3837.893311
	Iteration 127Q: 3 clusters Score -1.705091e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60994 members 
Mstep: Class 2 contains 73450 members 
Entering Unmasked Estep 
Score: -17050910.000000 Penalty: 3837.893311
	Iteration 128Q: 3 clusters Score -1.705091e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60919 members 
Mstep: Class 2 contains 73525 members 
Entering Unmasked Estep 
Score: -17050918.000000 Penalty: 3837.893311
	Iteration 129Q: 3 clusters Score -1.705092e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -17050902.000000 Penalty: 3837.893311
	Iteration 130Q: 3 clusters Score -1.70509e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -17050896.000000 Penalty: 3837.893311
	Iteration 131Q: 3 clusters Score -1.70509e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60705 members 
Mstep: Class 2 contains 73739 members 
Entering Unmasked Estep 
Score: -17050884.000000 Penalty: 3837.893311
	Iteration 132Q: 3 clusters Score -1.705088e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 73810 members 
Entering Unmasked Estep 
Score: -17050890.000000 Penalty: 3837.893311
	Iteration 133Q: 3 clusters Score -1.705089e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -17050886.000000 Penalty: 3837.893311
	Iteration 134Q: 3 clusters Score -1.705089e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Mstep: Class 2 contains 73930 members 
Entering Unmasked Estep 
Score: -17050886.000000 Penalty: 3837.893311
	Iteration 135Q: 3 clusters Score -1.705089e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 73975 members 
Entering Unmasked Estep 
Score: -17050868.000000 Penalty: 3837.893311
	Iteration 136Q: 3 clusters Score -1.705087e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -17050880.000000 Penalty: 3837.893311
	Iteration 137Q: 3 clusters Score -1.705088e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -17050886.000000 Penalty: 3837.893311
	Iteration 138Q: 3 clusters Score -1.705089e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60373 members 
Mstep: Class 2 contains 74071 members 
Entering Unmasked Estep 
Score: -17050878.000000 Penalty: 3837.893311
	Iteration 139Q: 3 clusters Score -1.705088e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -17050886.000000 Penalty: 3837.893311
	Iteration 140F: 3 clusters Score -1.705089e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 74123 members 
Entering Unmasked Estep 
Score: -17050902.000000 Penalty: 3837.893311
	Iteration 141Q: 3 clusters Score -1.70509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 74145 members 
Entering Unmasked Estep 
Score: -17050902.000000 Penalty: 3837.893311
	Iteration 142Q: 3 clusters Score -1.70509e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 74166 members 
Entering Unmasked Estep 
Score: -17050892.000000 Penalty: 3837.893311
	Iteration 143Q: 3 clusters Score -1.705089e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60260 members 
Mstep: Class 2 contains 74184 members 
Entering Unmasked Estep 
Score: -17050888.000000 Penalty: 3837.893311
	Iteration 144Q: 3 clusters Score -1.705089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60236 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -17050896.000000 Penalty: 3837.893311
	Iteration 145Q: 3 clusters Score -1.70509e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 74229 members 
Entering Unmasked Estep 
Score: -17050884.000000 Penalty: 3837.893311
	Iteration 146Q: 3 clusters Score -1.705088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -17050902.000000 Penalty: 3837.893311
	Iteration 147Q: 3 clusters Score -1.70509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 74248 members 
Entering Unmasked Estep 
Score: -17050886.000000 Penalty: 3837.893311
	Iteration 148Q: 3 clusters Score -1.705089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 74265 members 
Entering Unmasked Estep 
Score: -17050882.000000 Penalty: 3837.893311
	Iteration 149Q: 3 clusters Score -1.705088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 74275 members 
Entering Unmasked Estep 
Score: -17050896.000000 Penalty: 3837.893311
	Iteration 150Q: 3 clusters Score -1.70509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -17050880.000000 Penalty: 3837.893311
	Iteration 151Q: 3 clusters Score -1.705088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -17050878.000000 Penalty: 3837.893311
	Iteration 152Q: 3 clusters Score -1.705088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 74292 members 
Entering Unmasked Estep 
Score: -17050888.000000 Penalty: 3837.893311
	Iteration 153Q: 3 clusters Score -1.705089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -17050878.000000 Penalty: 3837.893311
	Iteration 154Q: 3 clusters Score -1.705088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -17050882.000000 Penalty: 3837.893311
	Iteration 155Q: 3 clusters Score -1.705088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60125 members 
Mstep: Class 2 contains 74319 members 
Entering Unmasked Estep 
Score: -17050880.000000 Penalty: 3837.893311
	Iteration 156Q: 3 clusters Score -1.705088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -17050892.000000 Penalty: 3837.893311
	Iteration 157Q: 3 clusters Score -1.705089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 74346 members 
Entering Unmasked Estep 
Score: -17050902.000000 Penalty: 3837.893311
	Iteration 158Q: 3 clusters Score -1.70509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60084 members 
Mstep: Class 2 contains 74360 members 
Entering Unmasked Estep 
Score: -17050906.000000 Penalty: 3837.893311
	Iteration 159Q: 3 clusters Score -1.705091e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -17050916.000000 Penalty: 3837.893311
	Iteration 160F: 3 clusters Score -1.705092e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 74407 members 
Entering Unmasked Estep 
Score: -17050898.000000 Penalty: 3837.893311
	Iteration 161Q: 3 clusters Score -1.70509e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -17050894.000000 Penalty: 3837.893311
	Iteration 162Q: 3 clusters Score -1.705089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -17050894.000000 Penalty: 3837.893311
	Iteration 163Q: 3 clusters Score -1.705089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 74472 members 
Entering Unmasked Estep 
Score: -17050890.000000 Penalty: 3837.893311
	Iteration 164Q: 3 clusters Score -1.705089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 74496 members 
Entering Unmasked Estep 
Score: -17050892.000000 Penalty: 3837.893311
	Iteration 165Q: 3 clusters Score -1.705089e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 74522 members 
Entering Unmasked Estep 
Score: -17050888.000000 Penalty: 3837.893311
	Iteration 166Q: 3 clusters Score -1.705089e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 74538 members 
Entering Unmasked Estep 
Score: -17050882.000000 Penalty: 3837.893311
	Iteration 167Q: 3 clusters Score -1.705088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -17050876.000000 Penalty: 3837.893311
	Iteration 168Q: 3 clusters Score -1.705088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -17050882.000000 Penalty: 3837.893311
	Iteration 169Q: 3 clusters Score -1.705088e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 74589 members 
Entering Unmasked Estep 
Score: -17050894.000000 Penalty: 3837.893311
	Iteration 170Q: 3 clusters Score -1.705089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 74610 members 
Entering Unmasked Estep 
Score: -17050884.000000 Penalty: 3837.893311
	Iteration 171Q: 3 clusters Score -1.705088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -17050880.000000 Penalty: 3837.893311
	Iteration 172Q: 3 clusters Score -1.705088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -17050886.000000 Penalty: 3837.893311
	Iteration 173Q: 3 clusters Score -1.705089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 74662 members 
Entering Unmasked Estep 
Score: -17050888.000000 Penalty: 3837.893311
	Iteration 174Q: 3 clusters Score -1.705089e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 74677 members 
Entering Unmasked Estep 
Score: -17050880.000000 Penalty: 3837.893311
	Iteration 175Q: 3 clusters Score -1.705088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -17050880.000000 Penalty: 3837.893311
	Iteration 176Q: 3 clusters Score -1.705088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59740 members 
Mstep: Class 2 contains 74704 members 
Entering Unmasked Estep 
Score: -17050876.000000 Penalty: 3837.893311
	Iteration 177Q: 3 clusters Score -1.705088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59726 members 
Mstep: Class 2 contains 74718 members 
Entering Unmasked Estep 
Score: -17050874.000000 Penalty: 3837.893311
	Iteration 178Q: 3 clusters Score -1.705087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 74727 members 
Entering Unmasked Estep 
Score: -17050878.000000 Penalty: 3837.893311
	Iteration 179Q: 3 clusters Score -1.705088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 74735 members 
Entering Unmasked Estep 
Score: -17050872.000000 Penalty: 3837.893311
	Iteration 180F: 3 clusters Score -1.705087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 74744 members 
Entering Unmasked Estep 
Score: -17050874.000000 Penalty: 3837.893311
	Iteration 181Q: 3 clusters Score -1.705087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -17050886.000000 Penalty: 3837.893311
	Iteration 182Q: 3 clusters Score -1.705089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -17050864.000000 Penalty: 3837.893311
	Iteration 183Q: 3 clusters Score -1.705086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 74768 members 
Entering Unmasked Estep 
Score: -17050860.000000 Penalty: 3837.893311
	Iteration 184Q: 3 clusters Score -1.705086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 74776 members 
Entering Unmasked Estep 
Score: -17050858.000000 Penalty: 3837.893311
	Iteration 185Q: 3 clusters Score -1.705086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 74787 members 
Entering Unmasked Estep 
Score: -17050854.000000 Penalty: 3837.893311
	Iteration 186Q: 3 clusters Score -1.705085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 74797 members 
Entering Unmasked Estep 
Score: -17050854.000000 Penalty: 3837.893311
	Iteration 187Q: 3 clusters Score -1.705085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 74809 members 
Entering Unmasked Estep 
Score: -17050854.000000 Penalty: 3837.893311
	Iteration 188Q: 3 clusters Score -1.705085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -17050870.000000 Penalty: 3837.893311
	Iteration 189Q: 3 clusters Score -1.705087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 74830 members 
Entering Unmasked Estep 
Score: -17050854.000000 Penalty: 3837.893311
	Iteration 190Q: 3 clusters Score -1.705085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 74836 members 
Entering Unmasked Estep 
Score: -17050874.000000 Penalty: 3837.893311
	Iteration 191Q: 3 clusters Score -1.705087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 74839 members 
Entering Unmasked Estep 
Score: -17050868.000000 Penalty: 3837.893311
	Iteration 192Q: 3 clusters Score -1.705087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 74845 members 
Entering Unmasked Estep 
Score: -17050860.000000 Penalty: 3837.893311
	Iteration 193Q: 3 clusters Score -1.705086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 74852 members 
Entering Unmasked Estep 
Score: -17050856.000000 Penalty: 3837.893311
	Iteration 194Q: 3 clusters Score -1.705086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -17050840.000000 Penalty: 3837.893311
	Iteration 195Q: 3 clusters Score -1.705084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 74867 members 
Entering Unmasked Estep 
Score: -17050850.000000 Penalty: 3837.893311
	Iteration 196Q: 3 clusters Score -1.705085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -17050856.000000 Penalty: 3837.893311
	Iteration 197Q: 3 clusters Score -1.705086e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -17050858.000000 Penalty: 3837.893311
	Iteration 198Q: 3 clusters Score -1.705086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 74901 members 
Entering Unmasked Estep 
Score: -17050856.000000 Penalty: 3837.893311
	Iteration 199Q: 3 clusters Score -1.705086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 74909 members 
Entering Unmasked Estep 
Score: -17050856.000000 Penalty: 3837.893311
	Iteration 200F: 3 clusters Score -1.705086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
Score: -17050872.000000 Penalty: 3837.893311
	Iteration 201Q: 3 clusters Score -1.705087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 74929 members 
Entering Unmasked Estep 
Score: -17050860.000000 Penalty: 3837.893311
	Iteration 202Q: 3 clusters Score -1.705086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 74940 members 
Entering Unmasked Estep 
Score: -17050880.000000 Penalty: 3837.893311
	Iteration 203Q: 3 clusters Score -1.705088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -17050874.000000 Penalty: 3837.893311
	Iteration 204Q: 3 clusters Score -1.705087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
Score: -17050880.000000 Penalty: 3837.893311
	Iteration 205Q: 3 clusters Score -1.705088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 74970 members 
Entering Unmasked Estep 
Score: -17050890.000000 Penalty: 3837.893311
	Iteration 206Q: 3 clusters Score -1.705089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 74983 members 
Entering Unmasked Estep 
Score: -17050874.000000 Penalty: 3837.893311
	Iteration 207Q: 3 clusters Score -1.705087e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 74994 members 
Entering Unmasked Estep 
Score: -17050858.000000 Penalty: 3837.893311
	Iteration 208Q: 3 clusters Score -1.705086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 75001 members 
Entering Unmasked Estep 
Score: -17050858.000000 Penalty: 3837.893311
	Iteration 209Q: 3 clusters Score -1.705086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -17050862.000000 Penalty: 3837.893311
	Iteration 210Q: 3 clusters Score -1.705086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -17050880.000000 Penalty: 3837.893311
	Iteration 211Q: 3 clusters Score -1.705088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 75026 members 
Entering Unmasked Estep 
Score: -17050876.000000 Penalty: 3837.893311
	Iteration 212Q: 3 clusters Score -1.705088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -17050880.000000 Penalty: 3837.893311
	Iteration 213Q: 3 clusters Score -1.705088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 75046 members 
Entering Unmasked Estep 
Score: -17050884.000000 Penalty: 3837.893311
	Iteration 214Q: 3 clusters Score -1.705088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -17050884.000000 Penalty: 3837.893311
	Iteration 215Q: 3 clusters Score -1.705088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 75061 members 
Entering Unmasked Estep 
Score: -17050866.000000 Penalty: 3837.893311
	Iteration 216Q: 3 clusters Score -1.705087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 75064 members 
Entering Unmasked Estep 
Score: -17050866.000000 Penalty: 3837.893311
	Iteration 217Q: 3 clusters Score -1.705087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -17050866.000000 Penalty: 3837.893311
	Iteration 218Q: 3 clusters Score -1.705087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 75069 members 
Entering Unmasked Estep 
Score: -17050868.000000 Penalty: 3837.893311
	Iteration 219Q: 3 clusters Score -1.705087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 75073 members 
Entering Unmasked Estep 
Score: -17050870.000000 Penalty: 3837.893311
	Iteration 220F: 3 clusters Score -1.705087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 75078 members 
Entering Unmasked Estep 
Score: -17050872.000000 Penalty: 3837.893311
	Iteration 221Q: 3 clusters Score -1.705087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -17050884.000000 Penalty: 3837.893311
	Iteration 222Q: 3 clusters Score -1.705088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
Score: -17050878.000000 Penalty: 3837.893311
	Iteration 223Q: 3 clusters Score -1.705088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
Score: -17050896.000000 Penalty: 3837.893311
	Iteration 224Q: 3 clusters Score -1.70509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 75110 members 
Entering Unmasked Estep 
Score: -17050904.000000 Penalty: 3837.893311
	Iteration 225Q: 3 clusters Score -1.70509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 75120 members 
Entering Unmasked Estep 
Score: -17050890.000000 Penalty: 3837.893311
	Iteration 226Q: 3 clusters Score -1.705089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 75136 members 
Entering Unmasked Estep 
Score: -17050886.000000 Penalty: 3837.893311
	Iteration 227Q: 3 clusters Score -1.705089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -17050886.000000 Penalty: 3837.893311
	Iteration 228Q: 3 clusters Score -1.705089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
Score: -17050876.000000 Penalty: 3837.893311
	Iteration 229Q: 3 clusters Score -1.705088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 75184 members 
Entering Unmasked Estep 
Score: -17050882.000000 Penalty: 3837.893311
	Iteration 230Q: 3 clusters Score -1.705088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 75202 members 
Entering Unmasked Estep 
Score: -17050876.000000 Penalty: 3837.893311
	Iteration 231Q: 3 clusters Score -1.705088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -17050890.000000 Penalty: 3837.893311
	Iteration 232Q: 3 clusters Score -1.705089e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -17050900.000000 Penalty: 3837.893311
	Iteration 233Q: 3 clusters Score -1.70509e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -17050908.000000 Penalty: 3837.893311
	Iteration 234Q: 3 clusters Score -1.705091e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -17050914.000000 Penalty: 3837.893311
	Iteration 235Q: 3 clusters Score -1.705091e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -17050898.000000 Penalty: 3837.893311
	Iteration 236Q: 3 clusters Score -1.70509e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59033 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -17050900.000000 Penalty: 3837.893311
	Iteration 237Q: 3 clusters Score -1.70509e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 75448 members 
Entering Unmasked Estep 
Score: -17050896.000000 Penalty: 3837.893311
	Iteration 238Q: 3 clusters Score -1.70509e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 75481 members 
Entering Unmasked Estep 
Score: -17050894.000000 Penalty: 3837.893311
	Iteration 239Q: 3 clusters Score -1.705089e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -17050884.000000 Penalty: 3837.893311
	Iteration 240F: 3 clusters Score -1.705088e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 75514 members 
Entering Unmasked Estep 
Score: -17050886.000000 Penalty: 3837.893311
	Iteration 241Q: 3 clusters Score -1.705089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -17050874.000000 Penalty: 3837.893311
	Iteration 242Q: 3 clusters Score -1.705087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -17050876.000000 Penalty: 3837.893311
	Iteration 243Q: 3 clusters Score -1.705088e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58858 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -17050890.000000 Penalty: 3837.893311
	Iteration 244Q: 3 clusters Score -1.705089e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -17050876.000000 Penalty: 3837.893311
	Iteration 245Q: 3 clusters Score -1.705088e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -17050878.000000 Penalty: 3837.893311
	Iteration 246Q: 3 clusters Score -1.705088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 75681 members 
Entering Unmasked Estep 
Score: -17050884.000000 Penalty: 3837.893311
	Iteration 247Q: 3 clusters Score -1.705088e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 75697 members 
Entering Unmasked Estep 
Score: -17050884.000000 Penalty: 3837.893311
	Iteration 248Q: 3 clusters Score -1.705088e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 75721 members 
Entering Unmasked Estep 
Score: -17050870.000000 Penalty: 3837.893311
	Iteration 249Q: 3 clusters Score -1.705087e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 75749 members 
Entering Unmasked Estep 
Score: -17050872.000000 Penalty: 3837.893311
	Iteration 250Q: 3 clusters Score -1.705087e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -17050870.000000 Penalty: 3837.893311
	Iteration 251Q: 3 clusters Score -1.705087e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 75812 members 
Entering Unmasked Estep 
Score: -17050872.000000 Penalty: 3837.893311
	Iteration 252Q: 3 clusters Score -1.705087e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 75856 members 
Entering Unmasked Estep 
Score: -17050866.000000 Penalty: 3837.893311
	Iteration 253Q: 3 clusters Score -1.705087e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -17050858.000000 Penalty: 3837.893311
	Iteration 254Q: 3 clusters Score -1.705086e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -17050868.000000 Penalty: 3837.893311
	Iteration 255Q: 3 clusters Score -1.705087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
Score: -17050874.000000 Penalty: 3837.893311
	Iteration 256Q: 3 clusters Score -1.705087e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 75959 members 
Entering Unmasked Estep 
Score: -17050876.000000 Penalty: 3837.893311
	Iteration 257Q: 3 clusters Score -1.705088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 75975 members 
Entering Unmasked Estep 
Score: -17050862.000000 Penalty: 3837.893311
	Iteration 258Q: 3 clusters Score -1.705086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -17050862.000000 Penalty: 3837.893311
	Iteration 259Q: 3 clusters Score -1.705086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -17050866.000000 Penalty: 3837.893311
	Iteration 260F: 3 clusters Score -1.705087e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -17050868.000000 Penalty: 3837.893311
	Iteration 261Q: 3 clusters Score -1.705087e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 76037 members 
Entering Unmasked Estep 
Score: -17050872.000000 Penalty: 3837.893311
	Iteration 262Q: 3 clusters Score -1.705087e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 76048 members 
Entering Unmasked Estep 
Score: -17050854.000000 Penalty: 3837.893311
	Iteration 263Q: 3 clusters Score -1.705085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -17050856.000000 Penalty: 3837.893311
	Iteration 264Q: 3 clusters Score -1.705086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 76072 members 
Entering Unmasked Estep 
Score: -17050852.000000 Penalty: 3837.893311
	Iteration 265Q: 3 clusters Score -1.705085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 76084 members 
Entering Unmasked Estep 
Score: -17050842.000000 Penalty: 3837.893311
	Iteration 266Q: 3 clusters Score -1.705084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 76096 members 
Entering Unmasked Estep 
Score: -17050850.000000 Penalty: 3837.893311
	Iteration 267Q: 3 clusters Score -1.705085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 76109 members 
Entering Unmasked Estep 
Score: -17050842.000000 Penalty: 3837.893311
	Iteration 268Q: 3 clusters Score -1.705084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58325 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -17050832.000000 Penalty: 3837.893311
	Iteration 269Q: 3 clusters Score -1.705083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 76128 members 
Entering Unmasked Estep 
Score: -17050832.000000 Penalty: 3837.893311
	Iteration 270Q: 3 clusters Score -1.705083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -17050822.000000 Penalty: 3837.893311
	Iteration 271Q: 3 clusters Score -1.705082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 76150 members 
Entering Unmasked Estep 
Score: -17050808.000000 Penalty: 3837.893311
	Iteration 272Q: 3 clusters Score -1.705081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 76163 members 
Entering Unmasked Estep 
Score: -17050802.000000 Penalty: 3837.893311
	Iteration 273Q: 3 clusters Score -1.70508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -17050822.000000 Penalty: 3837.893311
	Iteration 274Q: 3 clusters Score -1.705082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 76183 members 
Entering Unmasked Estep 
Score: -17050818.000000 Penalty: 3837.893311
	Iteration 275Q: 3 clusters Score -1.705082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 76193 members 
Entering Unmasked Estep 
Score: -17050818.000000 Penalty: 3837.893311
	Iteration 276Q: 3 clusters Score -1.705082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -17050828.000000 Penalty: 3837.893311
	Iteration 277Q: 3 clusters Score -1.705083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 76215 members 
Entering Unmasked Estep 
Score: -17050816.000000 Penalty: 3837.893311
	Iteration 278Q: 3 clusters Score -1.705082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -17050820.000000 Penalty: 3837.893311
	Iteration 279Q: 3 clusters Score -1.705082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 76230 members 
Entering Unmasked Estep 
Score: -17050824.000000 Penalty: 3837.893311
	Iteration 280F: 3 clusters Score -1.705082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 76236 members 
Entering Unmasked Estep 
Score: -17050810.000000 Penalty: 3837.893311
	Iteration 281Q: 3 clusters Score -1.705081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 76242 members 
Entering Unmasked Estep 
Score: -17050818.000000 Penalty: 3837.893311
	Iteration 282Q: 3 clusters Score -1.705082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58201 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
Score: -17050818.000000 Penalty: 3837.893311
	Iteration 283Q: 3 clusters Score -1.705082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -17050814.000000 Penalty: 3837.893311
	Iteration 284Q: 3 clusters Score -1.705081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58196 members 
Mstep: Class 2 contains 76248 members 
Entering Unmasked Estep 
Score: -17050818.000000 Penalty: 3837.893311
	Iteration 285Q: 3 clusters Score -1.705082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 76252 members 
Entering Unmasked Estep 
Score: -17050822.000000 Penalty: 3837.893311
	Iteration 286Q: 3 clusters Score -1.705082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -17050808.000000 Penalty: 3837.893311
	Iteration 287Q: 3 clusters Score -1.705081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -17050800.000000 Penalty: 3837.893311
	Iteration 288Q: 3 clusters Score -1.70508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -17050794.000000 Penalty: 3837.893311
	Iteration 289Q: 3 clusters Score -1.705079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -17050798.000000 Penalty: 3837.893311
	Iteration 290Q: 3 clusters Score -1.70508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 76278 members 
Entering Unmasked Estep 
Score: -17050798.000000 Penalty: 3837.893311
	Iteration 291Q: 3 clusters Score -1.70508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -17050812.000000 Penalty: 3837.893311
	Iteration 292Q: 3 clusters Score -1.705081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -17050812.000000 Penalty: 3837.893311
	Iteration 293Q: 3 clusters Score -1.705081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 76305 members 
Entering Unmasked Estep 
Score: -17050780.000000 Penalty: 3837.893311
	Iteration 294Q: 3 clusters Score -1.705078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 76318 members 
Entering Unmasked Estep 
Score: -17050782.000000 Penalty: 3837.893311
	Iteration 295Q: 3 clusters Score -1.705078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 76328 members 
Entering Unmasked Estep 
Score: -17050780.000000 Penalty: 3837.893311
	Iteration 296Q: 3 clusters Score -1.705078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 76337 members 
Entering Unmasked Estep 
Score: -17050766.000000 Penalty: 3837.893311
	Iteration 297Q: 3 clusters Score -1.705077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 76346 members 
Entering Unmasked Estep 
Score: -17050772.000000 Penalty: 3837.893311
	Iteration 298Q: 3 clusters Score -1.705077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -17050776.000000 Penalty: 3837.893311
	Iteration 299Q: 3 clusters Score -1.705078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -17050772.000000 Penalty: 3837.893311
	Iteration 300F: 3 clusters Score -1.705077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -17050782.000000 Penalty: 3837.893311
	Iteration 301Q: 3 clusters Score -1.705078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -17050772.000000 Penalty: 3837.893311
	Iteration 302Q: 3 clusters Score -1.705077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58055 members 
Mstep: Class 2 contains 76389 members 
Entering Unmasked Estep 
Score: -17050768.000000 Penalty: 3837.893311
	Iteration 303Q: 3 clusters Score -1.705077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -17050766.000000 Penalty: 3837.893311
	Iteration 304Q: 3 clusters Score -1.705077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -17050764.000000 Penalty: 3837.893311
	Iteration 305Q: 3 clusters Score -1.705076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 76422 members 
Entering Unmasked Estep 
Score: -17050740.000000 Penalty: 3837.893311
	Iteration 306Q: 3 clusters Score -1.705074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -17050742.000000 Penalty: 3837.893311
	Iteration 307Q: 3 clusters Score -1.705074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 76441 members 
Entering Unmasked Estep 
Score: -17050738.000000 Penalty: 3837.893311
	Iteration 308Q: 3 clusters Score -1.705074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 76439 members 
Entering Unmasked Estep 
Score: -17050728.000000 Penalty: 3837.893311
	Iteration 309Q: 3 clusters Score -1.705073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
Score: -17050740.000000 Penalty: 3837.893311
	Iteration 310Q: 3 clusters Score -1.705074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 76441 members 
Entering Unmasked Estep 
Score: -17050742.000000 Penalty: 3837.893311
	Iteration 311Q: 3 clusters Score -1.705074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 76444 members 
Entering Unmasked Estep 
Score: -17050754.000000 Penalty: 3837.893311
	Iteration 312Q: 3 clusters Score -1.705075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 76446 members 
Entering Unmasked Estep 
Score: -17050748.000000 Penalty: 3837.893311
	Iteration 313Q: 3 clusters Score -1.705075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 76447 members 
Entering Unmasked Estep 
Score: -17050744.000000 Penalty: 3837.893311
	Iteration 314Q: 3 clusters Score -1.705074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 76447 members 
Entering Unmasked Estep 
Score: -17050744.000000 Penalty: 3837.893311
	Iteration 315F: 3 clusters Score -1.705074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Entering Unmasked Estep 
Score: -1948348.125000 Penalty: 1565.041138
	Iteration 0F: 2 clusters Score -1948348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1937829.875000 Penalty: 3130.082275
	Iteration 0F: 3 clusters Score -1937830 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1941545.250000 Penalty: 3130.082275
	Iteration 1F: 3 clusters Score -1941545 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1941844.250000 Penalty: 3130.082275
	Iteration 2F: 3 clusters Score -1941844 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1942117.250000 Penalty: 3130.082275
	Iteration 3Q: 3 clusters Score -1942117 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1942387.500000 Penalty: 3130.082275
	Iteration 4Q: 3 clusters Score -1942388 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1942700.500000 Penalty: 3130.082275
	Iteration 5Q: 3 clusters Score -1942700 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1943072.125000 Penalty: 3130.082275
	Iteration 6Q: 3 clusters Score -1943072 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1943492.750000 Penalty: 3130.082275
	Iteration 7Q: 3 clusters Score -1943493 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1944014.875000 Penalty: 3130.082275
	Iteration 8F: 3 clusters Score -1944015 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1944636.500000 Penalty: 3130.082275
	Iteration 9F: 3 clusters Score -1944636 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1945276.500000 Penalty: 3130.082275
	Iteration 10F: 3 clusters Score -1945276 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1945801.250000 Penalty: 3130.082275
	Iteration 11Q: 3 clusters Score -1945801 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1946191.375000 Penalty: 3130.082275
	Iteration 12Q: 3 clusters Score -1946191 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1946426.875000 Penalty: 3130.082275
	Iteration 13Q: 3 clusters Score -1946427 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1946605.375000 Penalty: 3130.082275
	Iteration 14Q: 3 clusters Score -1946605 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1946734.250000 Penalty: 3130.082275
	Iteration 15Q: 3 clusters Score -1946734 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1946834.625000 Penalty: 3130.082275
	Iteration 16Q: 3 clusters Score -1946835 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1946901.000000 Penalty: 3130.082275
	Iteration 17Q: 3 clusters Score -1946901 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1946942.500000 Penalty: 3130.082275
	Iteration 18Q: 3 clusters Score -1946942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1946970.875000 Penalty: 3130.082275
	Iteration 19Q: 3 clusters Score -1946971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1946995.000000 Penalty: 3130.082275
	Iteration 20F: 3 clusters Score -1946995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1947006.125000 Penalty: 3130.082275
	Iteration 21Q: 3 clusters Score -1947006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1947011.875000 Penalty: 3130.082275
	Iteration 22Q: 3 clusters Score -1947012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1947012.750000 Penalty: 3130.082275
	Iteration 23Q: 3 clusters Score -1947013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1947019.000000 Penalty: 3130.082275
	Iteration 24Q: 3 clusters Score -1947019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1947024.625000 Penalty: 3130.082275
	Iteration 25Q: 3 clusters Score -1947025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1947027.375000 Penalty: 3130.082275
	Iteration 26Q: 3 clusters Score -1947027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1947026.000000 Penalty: 3130.082275
	Iteration 27Q: 3 clusters Score -1947026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1947027.750000 Penalty: 3130.082275
	Iteration 28Q: 3 clusters Score -1947028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1947035.000000 Penalty: 3130.082275
	Iteration 29Q: 3 clusters Score -1947035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1947035.000000 Penalty: 3130.082275
	Iteration 30F: 3 clusters Score -1947035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Entering Unmasked Estep 
Score: -847322.812500 Penalty: 1432.786743
	Iteration 0F: 2 clusters Score -847322.8 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 3358 members 
Entering Unmasked Estep 
Score: -842238.000000 Penalty: 2865.573486
	Iteration 0F: 3 clusters Score -842238 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -843720.625000 Penalty: 2865.573486
	Iteration 1F: 3 clusters Score -843720.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -843925.562500 Penalty: 2865.573486
	Iteration 2F: 3 clusters Score -843925.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -844109.875000 Penalty: 2865.573486
	Iteration 3F: 3 clusters Score -844109.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -844306.750000 Penalty: 2865.573486
	Iteration 4Q: 3 clusters Score -844306.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -844483.687500 Penalty: 2865.573486
	Iteration 5Q: 3 clusters Score -844483.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -844697.312500 Penalty: 2865.573486
	Iteration 6Q: 3 clusters Score -844697.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -844938.562500 Penalty: 2865.573486
	Iteration 7Q: 3 clusters Score -844938.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -845216.375000 Penalty: 2865.573486
	Iteration 8F: 3 clusters Score -845216.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -845526.625000 Penalty: 2865.573486
	Iteration 9F: 3 clusters Score -845526.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -845884.500000 Penalty: 2865.573486
	Iteration 10F: 3 clusters Score -845884.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -846234.937500 Penalty: 2865.573486
	Iteration 11Q: 3 clusters Score -846234.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -846464.687500 Penalty: 2865.573486
	Iteration 12Q: 3 clusters Score -846464.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -846586.625000 Penalty: 2865.573486
	Iteration 13Q: 3 clusters Score -846586.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -846649.750000 Penalty: 2865.573486
	Iteration 14Q: 3 clusters Score -846649.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -846678.437500 Penalty: 2865.573486
	Iteration 15Q: 3 clusters Score -846678.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -846689.875000 Penalty: 2865.573486
	Iteration 16Q: 3 clusters Score -846689.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -846696.250000 Penalty: 2865.573486
	Iteration 17Q: 3 clusters Score -846696.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -846697.125000 Penalty: 2865.573486
	Iteration 18Q: 3 clusters Score -846697.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -846695.500000 Penalty: 2865.573486
	Iteration 19Q: 3 clusters Score -846695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -846695.125000 Penalty: 2865.573486
	Iteration 20F: 3 clusters Score -846695.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Entering Unmasked Estep 
Score: -2009915.750000 Penalty: 1581.071289
	Iteration 0F: 2 clusters Score -2009916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1998329.375000 Penalty: 3162.142578
	Iteration 0F: 3 clusters Score -1998329 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2002708.000000 Penalty: 3162.142578
	Iteration 1F: 3 clusters Score -2002708 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2003313.375000 Penalty: 3162.142578
	Iteration 2F: 3 clusters Score -2003313 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2003786.750000 Penalty: 3162.142578
	Iteration 3F: 3 clusters Score -2003787 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2004187.500000 Penalty: 3162.142578
	Iteration 4F: 3 clusters Score -2004188 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2004513.875000 Penalty: 3162.142578
	Iteration 5Q: 3 clusters Score -2004514 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2004790.250000 Penalty: 3162.142578
	Iteration 6Q: 3 clusters Score -2004790 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2005023.375000 Penalty: 3162.142578
	Iteration 7Q: 3 clusters Score -2005023 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2005256.875000 Penalty: 3162.142578
	Iteration 8Q: 3 clusters Score -2005257 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2005528.250000 Penalty: 3162.142578
	Iteration 9Q: 3 clusters Score -2005528 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2005846.000000 Penalty: 3162.142578
	Iteration 10Q: 3 clusters Score -2005846 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2006135.750000 Penalty: 3162.142578
	Iteration 11Q: 3 clusters Score -2006136 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2006365.875000 Penalty: 3162.142578
	Iteration 12Q: 3 clusters Score -2006366 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2006518.000000 Penalty: 3162.142578
	Iteration 13Q: 3 clusters Score -2006518 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2006621.250000 Penalty: 3162.142578
	Iteration 14Q: 3 clusters Score -2006621 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2006680.375000 Penalty: 3162.142578
	Iteration 15Q: 3 clusters Score -2006680 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2006727.375000 Penalty: 3162.142578
	Iteration 16Q: 3 clusters Score -2006727 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2006755.875000 Penalty: 3162.142578
	Iteration 17Q: 3 clusters Score -2006756 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2006778.500000 Penalty: 3162.142578
	Iteration 18Q: 3 clusters Score -2006778 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2006803.625000 Penalty: 3162.142578
	Iteration 19Q: 3 clusters Score -2006804 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2006837.125000 Penalty: 3162.142578
	Iteration 20F: 3 clusters Score -2006837 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2006857.625000 Penalty: 3162.142578
	Iteration 21Q: 3 clusters Score -2006858 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2006885.875000 Penalty: 3162.142578
	Iteration 22Q: 3 clusters Score -2006886 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2006917.000000 Penalty: 3162.142578
	Iteration 23Q: 3 clusters Score -2006917 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2006938.750000 Penalty: 3162.142578
	Iteration 24Q: 3 clusters Score -2006939 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2006956.125000 Penalty: 3162.142578
	Iteration 25Q: 3 clusters Score -2006956 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2006982.625000 Penalty: 3162.142578
	Iteration 26Q: 3 clusters Score -2006983 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2007005.000000 Penalty: 3162.142578
	Iteration 27Q: 3 clusters Score -2007005 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2007038.375000 Penalty: 3162.142578
	Iteration 28Q: 3 clusters Score -2007038 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2007065.125000 Penalty: 3162.142578
	Iteration 29Q: 3 clusters Score -2007065 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2007082.000000 Penalty: 3162.142578
	Iteration 30Q: 3 clusters Score -2007082 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2007095.500000 Penalty: 3162.142578
	Iteration 31Q: 3 clusters Score -2007096 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2007114.875000 Penalty: 3162.142578
	Iteration 32Q: 3 clusters Score -2007115 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2007123.375000 Penalty: 3162.142578
	Iteration 33Q: 3 clusters Score -2007123 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2007131.250000 Penalty: 3162.142578
	Iteration 34Q: 3 clusters Score -2007131 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2007137.375000 Penalty: 3162.142578
	Iteration 35Q: 3 clusters Score -2007137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2007138.500000 Penalty: 3162.142578
	Iteration 36Q: 3 clusters Score -2007138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2007147.625000 Penalty: 3162.142578
	Iteration 37Q: 3 clusters Score -2007148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2007161.125000 Penalty: 3162.142578
	Iteration 38Q: 3 clusters Score -2007161 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2007162.125000 Penalty: 3162.142578
	Iteration 39Q: 3 clusters Score -2007162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2007161.875000 Penalty: 3162.142578
	Iteration 40F: 3 clusters Score -2007162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2007166.750000 Penalty: 3162.142578
	Iteration 41Q: 3 clusters Score -2007167 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2007166.250000 Penalty: 3162.142578
	Iteration 42Q: 3 clusters Score -2007166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2007172.000000 Penalty: 3162.142578
	Iteration 43Q: 3 clusters Score -2007172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2007179.875000 Penalty: 3162.142578
	Iteration 44Q: 3 clusters Score -2007180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2007185.125000 Penalty: 3162.142578
	Iteration 45Q: 3 clusters Score -2007185 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2007185.250000 Penalty: 3162.142578
	Iteration 46Q: 3 clusters Score -2007185 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2007200.125000 Penalty: 3162.142578
	Iteration 47Q: 3 clusters Score -2007200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2007206.625000 Penalty: 3162.142578
	Iteration 48Q: 3 clusters Score -2007207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2007214.750000 Penalty: 3162.142578
	Iteration 49Q: 3 clusters Score -2007215 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2007221.000000 Penalty: 3162.142578
	Iteration 50Q: 3 clusters Score -2007221 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2007236.000000 Penalty: 3162.142578
	Iteration 51Q: 3 clusters Score -2007236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2007249.000000 Penalty: 3162.142578
	Iteration 52Q: 3 clusters Score -2007249 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2007253.500000 Penalty: 3162.142578
	Iteration 53Q: 3 clusters Score -2007254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2007269.125000 Penalty: 3162.142578
	Iteration 54Q: 3 clusters Score -2007269 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2007276.250000 Penalty: 3162.142578
	Iteration 55Q: 3 clusters Score -2007276 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 6070 members 
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Mstep: Class 2 contains 5975 members 
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Mstep: Class 1 contains 12580 members 
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Mstep: Class 1 contains 12715 members 
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Mstep: Class 1 contains 13988 members 
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Mstep: Class 1 contains 15023 members 
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	Iteration 136Q: 3 clusters Score -2008742 nChanged 7
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	Iteration 137Q: 3 clusters Score -2008743 nChanged 10
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	Iteration 138Q: 3 clusters Score -2008748 nChanged 13
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2008755 nChanged 5
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	Iteration 142Q: 3 clusters Score -2008754 nChanged 3
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	Iteration 148Q: 3 clusters Score -2008762 nChanged 1
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	Iteration 149Q: 3 clusters Score -2008765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2008766.000000 Penalty: 3162.142578
	Iteration 150Q: 3 clusters Score -2008766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2008766.875000 Penalty: 3162.142578
	Iteration 151Q: 3 clusters Score -2008767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2008767.000000 Penalty: 3162.142578
	Iteration 152Q: 3 clusters Score -2008767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2008767.375000 Penalty: 3162.142578
	Iteration 153Q: 3 clusters Score -2008767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2008767.375000 Penalty: 3162.142578
	Iteration 154F: 3 clusters Score -2008767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Entering Unmasked Estep 
Score: -1084647.375000 Penalty: 1486.106079
	Iteration 0F: 2 clusters Score -1084647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1077939.250000 Penalty: 2972.212158
	Iteration 0F: 3 clusters Score -1077939 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1080082.625000 Penalty: 2972.212158
	Iteration 1F: 3 clusters Score -1080083 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1080384.625000 Penalty: 2972.212158
	Iteration 2F: 3 clusters Score -1080385 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1080625.500000 Penalty: 2972.212158
	Iteration 3F: 3 clusters Score -1080626 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1080884.250000 Penalty: 2972.212158
	Iteration 4Q: 3 clusters Score -1080884 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1081172.125000 Penalty: 2972.212158
	Iteration 5Q: 3 clusters Score -1081172 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1081521.750000 Penalty: 2972.212158
	Iteration 6F: 3 clusters Score -1081522 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1081936.875000 Penalty: 2972.212158
	Iteration 7F: 3 clusters Score -1081937 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1082332.750000 Penalty: 2972.212158
	Iteration 8F: 3 clusters Score -1082333 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1082669.500000 Penalty: 2972.212158
	Iteration 9Q: 3 clusters Score -1082670 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1082912.250000 Penalty: 2972.212158
	Iteration 10Q: 3 clusters Score -1082912 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1083094.375000 Penalty: 2972.212158
	Iteration 11Q: 3 clusters Score -1083094 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1083235.875000 Penalty: 2972.212158
	Iteration 12Q: 3 clusters Score -1083236 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1083344.500000 Penalty: 2972.212158
	Iteration 13Q: 3 clusters Score -1083344 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1083430.625000 Penalty: 2972.212158
	Iteration 14Q: 3 clusters Score -1083431 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1083497.125000 Penalty: 2972.212158
	Iteration 15Q: 3 clusters Score -1083497 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1083549.375000 Penalty: 2972.212158
	Iteration 16Q: 3 clusters Score -1083549 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1083594.750000 Penalty: 2972.212158
	Iteration 17Q: 3 clusters Score -1083595 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1083633.625000 Penalty: 2972.212158
	Iteration 18Q: 3 clusters Score -1083634 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1083669.250000 Penalty: 2972.212158
	Iteration 19Q: 3 clusters Score -1083669 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1083690.625000 Penalty: 2972.212158
	Iteration 20F: 3 clusters Score -1083691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1083708.000000 Penalty: 2972.212158
	Iteration 21Q: 3 clusters Score -1083708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1083717.500000 Penalty: 2972.212158
	Iteration 22Q: 3 clusters Score -1083718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1083727.375000 Penalty: 2972.212158
	Iteration 23Q: 3 clusters Score -1083727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1083740.875000 Penalty: 2972.212158
	Iteration 24Q: 3 clusters Score -1083741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1083752.375000 Penalty: 2972.212158
	Iteration 25Q: 3 clusters Score -1083752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1083768.375000 Penalty: 2972.212158
	Iteration 26Q: 3 clusters Score -1083768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1083780.375000 Penalty: 2972.212158
	Iteration 27Q: 3 clusters Score -1083780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1083790.500000 Penalty: 2972.212158
	Iteration 28Q: 3 clusters Score -1083790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1083797.625000 Penalty: 2972.212158
	Iteration 29Q: 3 clusters Score -1083798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1083808.125000 Penalty: 2972.212158
	Iteration 30Q: 3 clusters Score -1083808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1083817.375000 Penalty: 2972.212158
	Iteration 31Q: 3 clusters Score -1083817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1083820.875000 Penalty: 2972.212158
	Iteration 32Q: 3 clusters Score -1083821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1083826.750000 Penalty: 2972.212158
	Iteration 33Q: 3 clusters Score -1083827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1083832.000000 Penalty: 2972.212158
	Iteration 34Q: 3 clusters Score -1083832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1083841.125000 Penalty: 2972.212158
	Iteration 35Q: 3 clusters Score -1083841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1083848.875000 Penalty: 2972.212158
	Iteration 36Q: 3 clusters Score -1083849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1083854.375000 Penalty: 2972.212158
	Iteration 37Q: 3 clusters Score -1083854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1083861.625000 Penalty: 2972.212158
	Iteration 38Q: 3 clusters Score -1083862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1083869.875000 Penalty: 2972.212158
	Iteration 39Q: 3 clusters Score -1083870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1083872.000000 Penalty: 2972.212158
	Iteration 40F: 3 clusters Score -1083872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1083875.250000 Penalty: 2972.212158
	Iteration 41Q: 3 clusters Score -1083875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1083876.250000 Penalty: 2972.212158
	Iteration 42Q: 3 clusters Score -1083876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1083878.875000 Penalty: 2972.212158
	Iteration 43Q: 3 clusters Score -1083879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1083879.125000 Penalty: 2972.212158
	Iteration 44Q: 3 clusters Score -1083879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1083879.125000 Penalty: 2972.212158
	Iteration 45Q: 3 clusters Score -1083879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1083880.375000 Penalty: 2972.212158
	Iteration 46Q: 3 clusters Score -1083880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1083880.375000 Penalty: 2972.212158
	Iteration 47F: 3 clusters Score -1083880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Entering Unmasked Estep 
Score: -674999.875000 Penalty: 1394.277222
	Iteration 0F: 2 clusters Score -674999.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -670825.937500 Penalty: 2788.554443
	Iteration 0F: 3 clusters Score -670825.9 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -671985.500000 Penalty: 2788.554443
	Iteration 1F: 3 clusters Score -671985.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -672204.500000 Penalty: 2788.554443
	Iteration 2F: 3 clusters Score -672204.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -672445.750000 Penalty: 2788.554443
	Iteration 3F: 3 clusters Score -672445.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -672638.875000 Penalty: 2788.554443
	Iteration 4Q: 3 clusters Score -672638.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -672775.562500 Penalty: 2788.554443
	Iteration 5Q: 3 clusters Score -672775.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -672885.625000 Penalty: 2788.554443
	Iteration 6Q: 3 clusters Score -672885.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -672984.062500 Penalty: 2788.554443
	Iteration 7Q: 3 clusters Score -672984.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -673054.375000 Penalty: 2788.554443
	Iteration 8Q: 3 clusters Score -673054.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -673101.687500 Penalty: 2788.554443
	Iteration 9Q: 3 clusters Score -673101.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -673156.375000 Penalty: 2788.554443
	Iteration 10Q: 3 clusters Score -673156.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -673193.687500 Penalty: 2788.554443
	Iteration 11Q: 3 clusters Score -673193.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -673216.062500 Penalty: 2788.554443
	Iteration 12Q: 3 clusters Score -673216.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -673232.437500 Penalty: 2788.554443
	Iteration 13Q: 3 clusters Score -673232.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -673241.937500 Penalty: 2788.554443
	Iteration 14Q: 3 clusters Score -673241.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -673250.625000 Penalty: 2788.554443
	Iteration 15Q: 3 clusters Score -673250.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -673261.250000 Penalty: 2788.554443
	Iteration 16Q: 3 clusters Score -673261.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -673269.625000 Penalty: 2788.554443
	Iteration 17Q: 3 clusters Score -673269.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -673277.000000 Penalty: 2788.554443
	Iteration 18Q: 3 clusters Score -673277 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -673284.687500 Penalty: 2788.554443
	Iteration 19Q: 3 clusters Score -673284.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -673288.937500 Penalty: 2788.554443
	Iteration 20F: 3 clusters Score -673288.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -673301.437500 Penalty: 2788.554443
	Iteration 21Q: 3 clusters Score -673301.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -673308.937500 Penalty: 2788.554443
	Iteration 22Q: 3 clusters Score -673308.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -673316.375000 Penalty: 2788.554443
	Iteration 23Q: 3 clusters Score -673316.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -673325.250000 Penalty: 2788.554443
	Iteration 24Q: 3 clusters Score -673325.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -673333.312500 Penalty: 2788.554443
	Iteration 25Q: 3 clusters Score -673333.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -673340.687500 Penalty: 2788.554443
	Iteration 26Q: 3 clusters Score -673340.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -673349.000000 Penalty: 2788.554443
	Iteration 27Q: 3 clusters Score -673349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -673359.000000 Penalty: 2788.554443
	Iteration 28Q: 3 clusters Score -673359 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -673374.937500 Penalty: 2788.554443
	Iteration 29Q: 3 clusters Score -673374.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -673398.500000 Penalty: 2788.554443
	Iteration 30Q: 3 clusters Score -673398.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -673428.937500 Penalty: 2788.554443
	Iteration 31Q: 3 clusters Score -673428.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -673459.125000 Penalty: 2788.554443
	Iteration 32Q: 3 clusters Score -673459.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -673498.250000 Penalty: 2788.554443
	Iteration 33Q: 3 clusters Score -673498.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -673549.312500 Penalty: 2788.554443
	Iteration 34Q: 3 clusters Score -673549.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -673618.562500 Penalty: 2788.554443
	Iteration 35Q: 3 clusters Score -673618.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -673685.250000 Penalty: 2788.554443
	Iteration 36Q: 3 clusters Score -673685.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -673756.250000 Penalty: 2788.554443
	Iteration 37Q: 3 clusters Score -673756.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -673827.250000 Penalty: 2788.554443
	Iteration 38Q: 3 clusters Score -673827.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -673892.562500 Penalty: 2788.554443
	Iteration 39Q: 3 clusters Score -673892.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -673938.812500 Penalty: 2788.554443
	Iteration 40F: 3 clusters Score -673938.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -673976.937500 Penalty: 2788.554443
	Iteration 41Q: 3 clusters Score -673976.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -674013.500000 Penalty: 2788.554443
	Iteration 42Q: 3 clusters Score -674013.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -674051.062500 Penalty: 2788.554443
	Iteration 43Q: 3 clusters Score -674051.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -674078.250000 Penalty: 2788.554443
	Iteration 44Q: 3 clusters Score -674078.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -674107.937500 Penalty: 2788.554443
	Iteration 45Q: 3 clusters Score -674107.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -674135.937500 Penalty: 2788.554443
	Iteration 46Q: 3 clusters Score -674135.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -674161.375000 Penalty: 2788.554443
	Iteration 47Q: 3 clusters Score -674161.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -674183.500000 Penalty: 2788.554443
	Iteration 48Q: 3 clusters Score -674183.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -674195.437500 Penalty: 2788.554443
	Iteration 49Q: 3 clusters Score -674195.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -674205.187500 Penalty: 2788.554443
	Iteration 50Q: 3 clusters Score -674205.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -674206.687500 Penalty: 2788.554443
	Iteration 51Q: 3 clusters Score -674206.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -674212.062500 Penalty: 2788.554443
	Iteration 52Q: 3 clusters Score -674212.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -674212.875000 Penalty: 2788.554443
	Iteration 53Q: 3 clusters Score -674212.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -674216.500000 Penalty: 2788.554443
	Iteration 54Q: 3 clusters Score -674216.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -674217.062500 Penalty: 2788.554443
	Iteration 55Q: 3 clusters Score -674217.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -674222.000000 Penalty: 2788.554443
	Iteration 56Q: 3 clusters Score -674222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -674224.687500 Penalty: 2788.554443
	Iteration 57Q: 3 clusters Score -674224.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -674230.375000 Penalty: 2788.554443
	Iteration 58Q: 3 clusters Score -674230.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -674233.187500 Penalty: 2788.554443
	Iteration 59Q: 3 clusters Score -674233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -674237.625000 Penalty: 2788.554443
	Iteration 60F: 3 clusters Score -674237.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -674242.750000 Penalty: 2788.554443
	Iteration 61Q: 3 clusters Score -674242.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -674243.750000 Penalty: 2788.554443
	Iteration 62Q: 3 clusters Score -674243.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -674246.375000 Penalty: 2788.554443
	Iteration 63Q: 3 clusters Score -674246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -674246.312500 Penalty: 2788.554443
	Iteration 64Q: 3 clusters Score -674246.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -674246.750000 Penalty: 2788.554443
	Iteration 65Q: 3 clusters Score -674246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -674248.125000 Penalty: 2788.554443
	Iteration 66Q: 3 clusters Score -674248.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -674248.937500 Penalty: 2788.554443
	Iteration 67Q: 3 clusters Score -674248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -674249.000000 Penalty: 2788.554443
	Iteration 68Q: 3 clusters Score -674249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -674249.000000 Penalty: 2788.554443
	Iteration 69F: 3 clusters Score -674249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Entering Unmasked Estep 
Score: -3510874.000000 Penalty: 1662.330933
	Iteration 0F: 2 clusters Score -3510874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3492283.250000 Penalty: 3324.661865
	Iteration 0F: 3 clusters Score -3492283 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3499814.500000 Penalty: 3324.661865
	Iteration 1F: 3 clusters Score -3499814 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3500785.250000 Penalty: 3324.661865
	Iteration 2F: 3 clusters Score -3500785 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3501823.000000 Penalty: 3324.661865
	Iteration 3F: 3 clusters Score -3501823 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -3502825.250000 Penalty: 3324.661865
	Iteration 4F: 3 clusters Score -3502825 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3503645.500000 Penalty: 3324.661865
	Iteration 5F: 3 clusters Score -3503646 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3504415.500000 Penalty: 3324.661865
	Iteration 6Q: 3 clusters Score -3504416 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3505195.000000 Penalty: 3324.661865
	Iteration 7Q: 3 clusters Score -3505195 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -3506076.250000 Penalty: 3324.661865
	Iteration 8Q: 3 clusters Score -3506076 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -3506810.250000 Penalty: 3324.661865
	Iteration 9Q: 3 clusters Score -3506810 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -3507357.500000 Penalty: 3324.661865
	Iteration 10Q: 3 clusters Score -3507358 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3507693.750000 Penalty: 3324.661865
	Iteration 11Q: 3 clusters Score -3507694 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3507885.250000 Penalty: 3324.661865
	Iteration 12Q: 3 clusters Score -3507885 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3508011.750000 Penalty: 3324.661865
	Iteration 13Q: 3 clusters Score -3508012 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -3508126.750000 Penalty: 3324.661865
	Iteration 14Q: 3 clusters Score -3508127 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3508212.000000 Penalty: 3324.661865
	Iteration 15Q: 3 clusters Score -3508212 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3508289.500000 Penalty: 3324.661865
	Iteration 16Q: 3 clusters Score -3508290 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3508395.750000 Penalty: 3324.661865
	Iteration 17Q: 3 clusters Score -3508396 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3508474.250000 Penalty: 3324.661865
	Iteration 18Q: 3 clusters Score -3508474 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3508589.750000 Penalty: 3324.661865
	Iteration 19Q: 3 clusters Score -3508590 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3508693.500000 Penalty: 3324.661865
	Iteration 20F: 3 clusters Score -3508694 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3508810.750000 Penalty: 3324.661865
	Iteration 21Q: 3 clusters Score -3508811 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3508900.000000 Penalty: 3324.661865
	Iteration 22Q: 3 clusters Score -3508900 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3508985.250000 Penalty: 3324.661865
	Iteration 23Q: 3 clusters Score -3508985 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3509046.750000 Penalty: 3324.661865
	Iteration 24Q: 3 clusters Score -3509047 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3509114.000000 Penalty: 3324.661865
	Iteration 25Q: 3 clusters Score -3509114 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3509176.750000 Penalty: 3324.661865
	Iteration 26Q: 3 clusters Score -3509177 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -3509233.750000 Penalty: 3324.661865
	Iteration 27Q: 3 clusters Score -3509234 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3509286.250000 Penalty: 3324.661865
	Iteration 28Q: 3 clusters Score -3509286 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3509329.000000 Penalty: 3324.661865
	Iteration 29Q: 3 clusters Score -3509329 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -3509356.750000 Penalty: 3324.661865
	Iteration 30Q: 3 clusters Score -3509357 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3509385.250000 Penalty: 3324.661865
	Iteration 31Q: 3 clusters Score -3509385 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3509405.750000 Penalty: 3324.661865
	Iteration 32Q: 3 clusters Score -3509406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -3509424.250000 Penalty: 3324.661865
	Iteration 33Q: 3 clusters Score -3509424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3509453.000000 Penalty: 3324.661865
	Iteration 34Q: 3 clusters Score -3509453 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -3509471.500000 Penalty: 3324.661865
	Iteration 35Q: 3 clusters Score -3509472 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3509507.750000 Penalty: 3324.661865
	Iteration 36Q: 3 clusters Score -3509508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -3509523.750000 Penalty: 3324.661865
	Iteration 37Q: 3 clusters Score -3509524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -3509527.250000 Penalty: 3324.661865
	Iteration 38Q: 3 clusters Score -3509527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -3509542.000000 Penalty: 3324.661865
	Iteration 39Q: 3 clusters Score -3509542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3509558.000000 Penalty: 3324.661865
	Iteration 40F: 3 clusters Score -3509558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3509572.000000 Penalty: 3324.661865
	Iteration 41Q: 3 clusters Score -3509572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -3509584.750000 Penalty: 3324.661865
	Iteration 42Q: 3 clusters Score -3509585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -3509588.500000 Penalty: 3324.661865
	Iteration 43Q: 3 clusters Score -3509588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3509595.750000 Penalty: 3324.661865
	Iteration 44Q: 3 clusters Score -3509596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -3509606.250000 Penalty: 3324.661865
	Iteration 45Q: 3 clusters Score -3509606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -3509609.250000 Penalty: 3324.661865
	Iteration 46Q: 3 clusters Score -3509609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3509629.250000 Penalty: 3324.661865
	Iteration 47Q: 3 clusters Score -3509629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3509645.250000 Penalty: 3324.661865
	Iteration 48Q: 3 clusters Score -3509645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3509649.750000 Penalty: 3324.661865
	Iteration 49Q: 3 clusters Score -3509650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3509653.750000 Penalty: 3324.661865
	Iteration 50Q: 3 clusters Score -3509654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3509657.250000 Penalty: 3324.661865
	Iteration 51Q: 3 clusters Score -3509657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3509656.500000 Penalty: 3324.661865
	Iteration 52Q: 3 clusters Score -3509656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -3509659.500000 Penalty: 3324.661865
	Iteration 53Q: 3 clusters Score -3509660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3509666.000000 Penalty: 3324.661865
	Iteration 54Q: 3 clusters Score -3509666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3509670.000000 Penalty: 3324.661865
	Iteration 55Q: 3 clusters Score -3509670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3509673.250000 Penalty: 3324.661865
	Iteration 56Q: 3 clusters Score -3509673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3509677.250000 Penalty: 3324.661865
	Iteration 57Q: 3 clusters Score -3509677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3509690.000000 Penalty: 3324.661865
	Iteration 58Q: 3 clusters Score -3509690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3509706.000000 Penalty: 3324.661865
	Iteration 59Q: 3 clusters Score -3509706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3509711.500000 Penalty: 3324.661865
	Iteration 60F: 3 clusters Score -3509712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3509722.000000 Penalty: 3324.661865
	Iteration 61Q: 3 clusters Score -3509722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -3509727.250000 Penalty: 3324.661865
	Iteration 62Q: 3 clusters Score -3509727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3509730.000000 Penalty: 3324.661865
	Iteration 63Q: 3 clusters Score -3509730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -3509737.250000 Penalty: 3324.661865
	Iteration 64Q: 3 clusters Score -3509737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3509742.000000 Penalty: 3324.661865
	Iteration 65Q: 3 clusters Score -3509742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3509748.000000 Penalty: 3324.661865
	Iteration 66Q: 3 clusters Score -3509748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3509752.500000 Penalty: 3324.661865
	Iteration 67Q: 3 clusters Score -3509752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -3509763.000000 Penalty: 3324.661865
	Iteration 68Q: 3 clusters Score -3509763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -3509774.250000 Penalty: 3324.661865
	Iteration 69Q: 3 clusters Score -3509774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3509785.750000 Penalty: 3324.661865
	Iteration 70Q: 3 clusters Score -3509786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3509791.250000 Penalty: 3324.661865
	Iteration 71Q: 3 clusters Score -3509791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -3509805.250000 Penalty: 3324.661865
	Iteration 72Q: 3 clusters Score -3509805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3509825.500000 Penalty: 3324.661865
	Iteration 73Q: 3 clusters Score -3509826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3509838.250000 Penalty: 3324.661865
	Iteration 74Q: 3 clusters Score -3509838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3509848.250000 Penalty: 3324.661865
	Iteration 75Q: 3 clusters Score -3509848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3509852.000000 Penalty: 3324.661865
	Iteration 76Q: 3 clusters Score -3509852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3509859.500000 Penalty: 3324.661865
	Iteration 77Q: 3 clusters Score -3509860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3509870.500000 Penalty: 3324.661865
	Iteration 78Q: 3 clusters Score -3509870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3509874.750000 Penalty: 3324.661865
	Iteration 79Q: 3 clusters Score -3509875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -3509874.500000 Penalty: 3324.661865
	Iteration 80F: 3 clusters Score -3509874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3509873.750000 Penalty: 3324.661865
	Iteration 81Q: 3 clusters Score -3509874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3509869.000000 Penalty: 3324.661865
	Iteration 82Q: 3 clusters Score -3509869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3509871.750000 Penalty: 3324.661865
	Iteration 83Q: 3 clusters Score -3509872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3509875.500000 Penalty: 3324.661865
	Iteration 84Q: 3 clusters Score -3509876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3509873.000000 Penalty: 3324.661865
	Iteration 85Q: 3 clusters Score -3509873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3509872.250000 Penalty: 3324.661865
	Iteration 86Q: 3 clusters Score -3509872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3509870.750000 Penalty: 3324.661865
	Iteration 87Q: 3 clusters Score -3509871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3509870.750000 Penalty: 3324.661865
	Iteration 88F: 3 clusters Score -3509871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (85433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85433 members 
Entering Unmasked Estep 
Score: -10878634.000000 Penalty: 1845.266724
	Iteration 0F: 2 clusters Score -1.087863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -10822383.000000 Penalty: 3690.533447
	Iteration 0F: 3 clusters Score -1.082238e+07 nChanged 40863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -10846080.000000 Penalty: 3690.533447
	Iteration 1F: 3 clusters Score -1.084608e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -10846776.000000 Penalty: 3690.533447
	Iteration 2Q: 3 clusters Score -1.084678e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -10847642.000000 Penalty: 3690.533447
	Iteration 3Q: 3 clusters Score -1.084764e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -10848852.000000 Penalty: 3690.533447
	Iteration 4Q: 3 clusters Score -1.084885e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -10850582.000000 Penalty: 3690.533447
	Iteration 5Q: 3 clusters Score -1.085058e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -10853457.000000 Penalty: 3690.533447
	Iteration 6F: 3 clusters Score -1.085346e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -10857156.000000 Penalty: 3690.533447
	Iteration 7F: 3 clusters Score -1.085716e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -10861159.000000 Penalty: 3690.533447
	Iteration 8F: 3 clusters Score -1.086116e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -10864048.000000 Penalty: 3690.533447
	Iteration 9F: 3 clusters Score -1.086405e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -10865648.000000 Penalty: 3690.533447
	Iteration 10Q: 3 clusters Score -1.086565e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -10866743.000000 Penalty: 3690.533447
	Iteration 11Q: 3 clusters Score -1.086674e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -10867717.000000 Penalty: 3690.533447
	Iteration 12Q: 3 clusters Score -1.086772e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69277 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -10868569.000000 Penalty: 3690.533447
	Iteration 13Q: 3 clusters Score -1.086857e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -10869381.000000 Penalty: 3690.533447
	Iteration 14Q: 3 clusters Score -1.086938e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -10870311.000000 Penalty: 3690.533447
	Iteration 15Q: 3 clusters Score -1.087031e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -10871294.000000 Penalty: 3690.533447
	Iteration 16Q: 3 clusters Score -1.087129e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76336 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -10872145.000000 Penalty: 3690.533447
	Iteration 17Q: 3 clusters Score -1.087214e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -10872951.000000 Penalty: 3690.533447
	Iteration 18Q: 3 clusters Score -1.087295e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79245 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -10873779.000000 Penalty: 3690.533447
	Iteration 19Q: 3 clusters Score -1.087378e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -10874490.000000 Penalty: 3690.533447
	Iteration 20F: 3 clusters Score -1.087449e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -10875052.000000 Penalty: 3690.533447
	Iteration 21Q: 3 clusters Score -1.087505e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82270 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -10875510.000000 Penalty: 3690.533447
	Iteration 22Q: 3 clusters Score -1.087551e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82905 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -10875836.000000 Penalty: 3690.533447
	Iteration 23Q: 3 clusters Score -1.087584e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83396 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -10876139.000000 Penalty: 3690.533447
	Iteration 24Q: 3 clusters Score -1.087614e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83782 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -10876342.000000 Penalty: 3690.533447
	Iteration 25Q: 3 clusters Score -1.087634e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84087 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -10876505.000000 Penalty: 3690.533447
	Iteration 26Q: 3 clusters Score -1.08765e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84308 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -10876627.000000 Penalty: 3690.533447
	Iteration 27Q: 3 clusters Score -1.087663e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84462 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -10876732.000000 Penalty: 3690.533447
	Iteration 28Q: 3 clusters Score -1.087673e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10876796.000000 Penalty: 3690.533447
	Iteration 29Q: 3 clusters Score -1.08768e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84668 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10876860.000000 Penalty: 3690.533447
	Iteration 30Q: 3 clusters Score -1.087686e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84730 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10876901.000000 Penalty: 3690.533447
	Iteration 31Q: 3 clusters Score -1.08769e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84769 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -10876932.000000 Penalty: 3690.533447
	Iteration 32Q: 3 clusters Score -1.087693e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84806 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10876958.000000 Penalty: 3690.533447
	Iteration 33Q: 3 clusters Score -1.087696e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84844 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10876981.000000 Penalty: 3690.533447
	Iteration 34Q: 3 clusters Score -1.087698e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84868 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -10877007.000000 Penalty: 3690.533447
	Iteration 35Q: 3 clusters Score -1.087701e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84884 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10877014.000000 Penalty: 3690.533447
	Iteration 36Q: 3 clusters Score -1.087701e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84892 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10877010.000000 Penalty: 3690.533447
	Iteration 37Q: 3 clusters Score -1.087701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84895 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10877011.000000 Penalty: 3690.533447
	Iteration 38Q: 3 clusters Score -1.087701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84906 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10877028.000000 Penalty: 3690.533447
	Iteration 39Q: 3 clusters Score -1.087703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84914 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10877032.000000 Penalty: 3690.533447
	Iteration 40F: 3 clusters Score -1.087703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84921 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10877044.000000 Penalty: 3690.533447
	Iteration 41Q: 3 clusters Score -1.087704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84927 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10877052.000000 Penalty: 3690.533447
	Iteration 42Q: 3 clusters Score -1.087705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84934 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10877068.000000 Penalty: 3690.533447
	Iteration 43Q: 3 clusters Score -1.087707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -10877061.000000 Penalty: 3690.533447
	Iteration 44Q: 3 clusters Score -1.087706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10877066.000000 Penalty: 3690.533447
	Iteration 45Q: 3 clusters Score -1.087707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10877066.000000 Penalty: 3690.533447
	Iteration 46F: 3 clusters Score -1.087707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Entering Unmasked Estep 
Score: -889147.750000 Penalty: 1439.531128
	Iteration 0F: 2 clusters Score -889147.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -883892.562500 Penalty: 2879.062256
	Iteration 0F: 3 clusters Score -883892.6 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -885618.625000 Penalty: 2879.062256
	Iteration 1F: 3 clusters Score -885618.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -886124.500000 Penalty: 2879.062256
	Iteration 2F: 3 clusters Score -886124.5 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -886705.312500 Penalty: 2879.062256
	Iteration 3F: 3 clusters Score -886705.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -887282.125000 Penalty: 2879.062256
	Iteration 4F: 3 clusters Score -887282.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -887811.625000 Penalty: 2879.062256
	Iteration 5F: 3 clusters Score -887811.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -888168.687500 Penalty: 2879.062256
	Iteration 6F: 3 clusters Score -888168.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -888358.375000 Penalty: 2879.062256
	Iteration 7Q: 3 clusters Score -888358.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -888457.437500 Penalty: 2879.062256
	Iteration 8Q: 3 clusters Score -888457.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -888502.062500 Penalty: 2879.062256
	Iteration 9Q: 3 clusters Score -888502.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -888532.250000 Penalty: 2879.062256
	Iteration 10Q: 3 clusters Score -888532.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -888555.687500 Penalty: 2879.062256
	Iteration 11Q: 3 clusters Score -888555.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -888578.375000 Penalty: 2879.062256
	Iteration 12Q: 3 clusters Score -888578.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -888601.437500 Penalty: 2879.062256
	Iteration 13Q: 3 clusters Score -888601.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -888617.875000 Penalty: 2879.062256
	Iteration 14Q: 3 clusters Score -888617.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -888632.062500 Penalty: 2879.062256
	Iteration 15Q: 3 clusters Score -888632.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -888642.625000 Penalty: 2879.062256
	Iteration 16Q: 3 clusters Score -888642.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -888652.375000 Penalty: 2879.062256
	Iteration 17Q: 3 clusters Score -888652.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -888656.687500 Penalty: 2879.062256
	Iteration 18Q: 3 clusters Score -888656.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -888661.812500 Penalty: 2879.062256
	Iteration 19Q: 3 clusters Score -888661.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -888666.875000 Penalty: 2879.062256
	Iteration 20F: 3 clusters Score -888666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -888668.250000 Penalty: 2879.062256
	Iteration 21Q: 3 clusters Score -888668.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -888669.437500 Penalty: 2879.062256
	Iteration 22Q: 3 clusters Score -888669.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -888669.062500 Penalty: 2879.062256
	Iteration 23Q: 3 clusters Score -888669.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -888672.687500 Penalty: 2879.062256
	Iteration 24Q: 3 clusters Score -888672.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -888675.562500 Penalty: 2879.062256
	Iteration 25Q: 3 clusters Score -888675.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -888680.625000 Penalty: 2879.062256
	Iteration 26Q: 3 clusters Score -888680.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -888681.437500 Penalty: 2879.062256
	Iteration 27Q: 3 clusters Score -888681.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -888682.312500 Penalty: 2879.062256
	Iteration 28Q: 3 clusters Score -888682.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -888684.500000 Penalty: 2879.062256
	Iteration 29Q: 3 clusters Score -888684.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -888684.875000 Penalty: 2879.062256
	Iteration 30Q: 3 clusters Score -888684.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -888687.187500 Penalty: 2879.062256
	Iteration 31Q: 3 clusters Score -888687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -888690.375000 Penalty: 2879.062256
	Iteration 32Q: 3 clusters Score -888690.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -888691.312500 Penalty: 2879.062256
	Iteration 33Q: 3 clusters Score -888691.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -888691.687500 Penalty: 2879.062256
	Iteration 34Q: 3 clusters Score -888691.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -888692.875000 Penalty: 2879.062256
	Iteration 35Q: 3 clusters Score -888692.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -888693.500000 Penalty: 2879.062256
	Iteration 36Q: 3 clusters Score -888693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -888695.187500 Penalty: 2879.062256
	Iteration 37Q: 3 clusters Score -888695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -888695.875000 Penalty: 2879.062256
	Iteration 38Q: 3 clusters Score -888695.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -888695.625000 Penalty: 2879.062256
	Iteration 39Q: 3 clusters Score -888695.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -888696.562500 Penalty: 2879.062256
	Iteration 40F: 3 clusters Score -888696.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -888695.875000 Penalty: 2879.062256
	Iteration 41Q: 3 clusters Score -888695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -888697.375000 Penalty: 2879.062256
	Iteration 42Q: 3 clusters Score -888697.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -888697.500000 Penalty: 2879.062256
	Iteration 43Q: 3 clusters Score -888697.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -888697.812500 Penalty: 2879.062256
	Iteration 44Q: 3 clusters Score -888697.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -888697.812500 Penalty: 2879.062256
	Iteration 45F: 3 clusters Score -888697.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Entering Unmasked Estep 
Score: -1387059.250000 Penalty: 1518.825317
	Iteration 0F: 2 clusters Score -1387059 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 5834 members 
Entering Unmasked Estep 
Score: -1378972.875000 Penalty: 3037.650635
	Iteration 0F: 3 clusters Score -1378973 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1381906.000000 Penalty: 3037.650635
	Iteration 1F: 3 clusters Score -1381906 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1382608.250000 Penalty: 3037.650635
	Iteration 2F: 3 clusters Score -1382608 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1383361.750000 Penalty: 3037.650635
	Iteration 3F: 3 clusters Score -1383362 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1384048.625000 Penalty: 3037.650635
	Iteration 4F: 3 clusters Score -1384049 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1384556.000000 Penalty: 3037.650635
	Iteration 5F: 3 clusters Score -1384556 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1384963.125000 Penalty: 3037.650635
	Iteration 6F: 3 clusters Score -1384963 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1385282.000000 Penalty: 3037.650635
	Iteration 7Q: 3 clusters Score -1385282 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1385528.500000 Penalty: 3037.650635
	Iteration 8Q: 3 clusters Score -1385528 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1385695.375000 Penalty: 3037.650635
	Iteration 9Q: 3 clusters Score -1385695 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1385818.375000 Penalty: 3037.650635
	Iteration 10Q: 3 clusters Score -1385818 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1385912.125000 Penalty: 3037.650635
	Iteration 11Q: 3 clusters Score -1385912 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1385975.250000 Penalty: 3037.650635
	Iteration 12Q: 3 clusters Score -1385975 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1386024.750000 Penalty: 3037.650635
	Iteration 13Q: 3 clusters Score -1386025 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1386066.875000 Penalty: 3037.650635
	Iteration 14Q: 3 clusters Score -1386067 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1386117.625000 Penalty: 3037.650635
	Iteration 15Q: 3 clusters Score -1386118 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1386163.000000 Penalty: 3037.650635
	Iteration 16Q: 3 clusters Score -1386163 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1386210.500000 Penalty: 3037.650635
	Iteration 17Q: 3 clusters Score -1386210 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1386259.875000 Penalty: 3037.650635
	Iteration 18Q: 3 clusters Score -1386260 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1386307.000000 Penalty: 3037.650635
	Iteration 19Q: 3 clusters Score -1386307 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1386360.500000 Penalty: 3037.650635
	Iteration 20F: 3 clusters Score -1386360 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1386416.375000 Penalty: 3037.650635
	Iteration 21Q: 3 clusters Score -1386416 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1386456.000000 Penalty: 3037.650635
	Iteration 22Q: 3 clusters Score -1386456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1386482.750000 Penalty: 3037.650635
	Iteration 23Q: 3 clusters Score -1386483 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1386508.250000 Penalty: 3037.650635
	Iteration 24Q: 3 clusters Score -1386508 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1386531.875000 Penalty: 3037.650635
	Iteration 25Q: 3 clusters Score -1386532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1386550.000000 Penalty: 3037.650635
	Iteration 26Q: 3 clusters Score -1386550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1386562.875000 Penalty: 3037.650635
	Iteration 27Q: 3 clusters Score -1386563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1386565.500000 Penalty: 3037.650635
	Iteration 28Q: 3 clusters Score -1386566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1386564.375000 Penalty: 3037.650635
	Iteration 29Q: 3 clusters Score -1386564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1386571.375000 Penalty: 3037.650635
	Iteration 30Q: 3 clusters Score -1386571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1386571.000000 Penalty: 3037.650635
	Iteration 31Q: 3 clusters Score -1386571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1386573.500000 Penalty: 3037.650635
	Iteration 32Q: 3 clusters Score -1386574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1386576.625000 Penalty: 3037.650635
	Iteration 33Q: 3 clusters Score -1386577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1386572.375000 Penalty: 3037.650635
	Iteration 34Q: 3 clusters Score -1386572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1386572.250000 Penalty: 3037.650635
	Iteration 35Q: 3 clusters Score -1386572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1386572.250000 Penalty: 3037.650635
	Iteration 36F: 3 clusters Score -1386572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Entering Unmasked Estep 
Score: -483346.812500 Penalty: 1353.530273
	Iteration 0F: 2 clusters Score -483346.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -479925.281250 Penalty: 2707.060547
	Iteration 0F: 3 clusters Score -479925.3 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -480939.937500 Penalty: 2707.060547
	Iteration 1F: 3 clusters Score -480939.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -481218.656250 Penalty: 2707.060547
	Iteration 2F: 3 clusters Score -481218.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -481457.593750 Penalty: 2707.060547
	Iteration 3F: 3 clusters Score -481457.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -481705.125000 Penalty: 2707.060547
	Iteration 4F: 3 clusters Score -481705.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -481877.000000 Penalty: 2707.060547
	Iteration 5F: 3 clusters Score -481877 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -482007.687500 Penalty: 2707.060547
	Iteration 6Q: 3 clusters Score -482007.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -482099.187500 Penalty: 2707.060547
	Iteration 7Q: 3 clusters Score -482099.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -482172.687500 Penalty: 2707.060547
	Iteration 8Q: 3 clusters Score -482172.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -482236.062500 Penalty: 2707.060547
	Iteration 9Q: 3 clusters Score -482236.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -482279.531250 Penalty: 2707.060547
	Iteration 10Q: 3 clusters Score -482279.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -482310.718750 Penalty: 2707.060547
	Iteration 11Q: 3 clusters Score -482310.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -482325.812500 Penalty: 2707.060547
	Iteration 12Q: 3 clusters Score -482325.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -482336.718750 Penalty: 2707.060547
	Iteration 13Q: 3 clusters Score -482336.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -482343.218750 Penalty: 2707.060547
	Iteration 14Q: 3 clusters Score -482343.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -482348.843750 Penalty: 2707.060547
	Iteration 15Q: 3 clusters Score -482348.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -482353.687500 Penalty: 2707.060547
	Iteration 16Q: 3 clusters Score -482353.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -482361.656250 Penalty: 2707.060547
	Iteration 17Q: 3 clusters Score -482361.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -482368.000000 Penalty: 2707.060547
	Iteration 18Q: 3 clusters Score -482368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -482371.031250 Penalty: 2707.060547
	Iteration 19Q: 3 clusters Score -482371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -482373.593750 Penalty: 2707.060547
	Iteration 20F: 3 clusters Score -482373.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -482375.906250 Penalty: 2707.060547
	Iteration 21Q: 3 clusters Score -482375.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -482379.218750 Penalty: 2707.060547
	Iteration 22Q: 3 clusters Score -482379.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -482382.375000 Penalty: 2707.060547
	Iteration 23Q: 3 clusters Score -482382.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -482386.250000 Penalty: 2707.060547
	Iteration 24Q: 3 clusters Score -482386.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -482390.281250 Penalty: 2707.060547
	Iteration 25Q: 3 clusters Score -482390.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -482392.812500 Penalty: 2707.060547
	Iteration 26Q: 3 clusters Score -482392.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -482396.093750 Penalty: 2707.060547
	Iteration 27Q: 3 clusters Score -482396.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -482398.000000 Penalty: 2707.060547
	Iteration 28Q: 3 clusters Score -482398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -482399.281250 Penalty: 2707.060547
	Iteration 29Q: 3 clusters Score -482399.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -482399.906250 Penalty: 2707.060547
	Iteration 30Q: 3 clusters Score -482399.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -482400.218750 Penalty: 2707.060547
	Iteration 31Q: 3 clusters Score -482400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -482400.687500 Penalty: 2707.060547
	Iteration 32Q: 3 clusters Score -482400.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -482401.875000 Penalty: 2707.060547
	Iteration 33Q: 3 clusters Score -482401.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -482405.562500 Penalty: 2707.060547
	Iteration 34Q: 3 clusters Score -482405.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -482407.750000 Penalty: 2707.060547
	Iteration 35Q: 3 clusters Score -482407.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -482408.093750 Penalty: 2707.060547
	Iteration 36Q: 3 clusters Score -482408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -482408.250000 Penalty: 2707.060547
	Iteration 37Q: 3 clusters Score -482408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -482407.812500 Penalty: 2707.060547
	Iteration 38Q: 3 clusters Score -482407.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -482407.812500 Penalty: 2707.060547
	Iteration 39F: 3 clusters Score -482407.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Entering Unmasked Estep 
Score: -1452571.875000 Penalty: 1520.658325
	Iteration 0F: 2 clusters Score -1452572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1444282.500000 Penalty: 3041.316650
	Iteration 0F: 3 clusters Score -1444282 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1447204.250000 Penalty: 3041.316650
	Iteration 1F: 3 clusters Score -1447204 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1447517.125000 Penalty: 3041.316650
	Iteration 2F: 3 clusters Score -1447517 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1447764.500000 Penalty: 3041.316650
	Iteration 3F: 3 clusters Score -1447764 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1447963.750000 Penalty: 3041.316650
	Iteration 4Q: 3 clusters Score -1447964 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1448181.625000 Penalty: 3041.316650
	Iteration 5Q: 3 clusters Score -1448182 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1448418.750000 Penalty: 3041.316650
	Iteration 6Q: 3 clusters Score -1448419 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1448707.250000 Penalty: 3041.316650
	Iteration 7Q: 3 clusters Score -1448707 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1449017.000000 Penalty: 3041.316650
	Iteration 8Q: 3 clusters Score -1449017 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1449338.000000 Penalty: 3041.316650
	Iteration 9Q: 3 clusters Score -1449338 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1449678.250000 Penalty: 3041.316650
	Iteration 10Q: 3 clusters Score -1449678 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1450007.000000 Penalty: 3041.316650
	Iteration 11Q: 3 clusters Score -1450007 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1450255.250000 Penalty: 3041.316650
	Iteration 12Q: 3 clusters Score -1450255 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1450431.000000 Penalty: 3041.316650
	Iteration 13Q: 3 clusters Score -1450431 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1450561.750000 Penalty: 3041.316650
	Iteration 14Q: 3 clusters Score -1450562 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1450661.250000 Penalty: 3041.316650
	Iteration 15Q: 3 clusters Score -1450661 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1450734.750000 Penalty: 3041.316650
	Iteration 16Q: 3 clusters Score -1450735 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1450800.625000 Penalty: 3041.316650
	Iteration 17Q: 3 clusters Score -1450801 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1450858.625000 Penalty: 3041.316650
	Iteration 18Q: 3 clusters Score -1450859 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1450896.500000 Penalty: 3041.316650
	Iteration 19Q: 3 clusters Score -1450896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1450918.875000 Penalty: 3041.316650
	Iteration 20F: 3 clusters Score -1450919 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1450938.375000 Penalty: 3041.316650
	Iteration 21Q: 3 clusters Score -1450938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1450952.125000 Penalty: 3041.316650
	Iteration 22Q: 3 clusters Score -1450952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1450968.750000 Penalty: 3041.316650
	Iteration 23Q: 3 clusters Score -1450969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1450983.875000 Penalty: 3041.316650
	Iteration 24Q: 3 clusters Score -1450984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1450995.875000 Penalty: 3041.316650
	Iteration 25Q: 3 clusters Score -1450996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1451018.500000 Penalty: 3041.316650
	Iteration 26Q: 3 clusters Score -1451018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1451035.625000 Penalty: 3041.316650
	Iteration 27Q: 3 clusters Score -1451036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1451052.750000 Penalty: 3041.316650
	Iteration 28Q: 3 clusters Score -1451053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1451066.250000 Penalty: 3041.316650
	Iteration 29Q: 3 clusters Score -1451066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1451081.875000 Penalty: 3041.316650
	Iteration 30Q: 3 clusters Score -1451082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1451089.375000 Penalty: 3041.316650
	Iteration 31Q: 3 clusters Score -1451089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1451094.125000 Penalty: 3041.316650
	Iteration 32Q: 3 clusters Score -1451094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1451098.000000 Penalty: 3041.316650
	Iteration 33Q: 3 clusters Score -1451098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1451107.750000 Penalty: 3041.316650
	Iteration 34Q: 3 clusters Score -1451108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1451114.500000 Penalty: 3041.316650
	Iteration 35Q: 3 clusters Score -1451114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1451126.375000 Penalty: 3041.316650
	Iteration 36Q: 3 clusters Score -1451126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1451134.375000 Penalty: 3041.316650
	Iteration 37Q: 3 clusters Score -1451134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1451142.125000 Penalty: 3041.316650
	Iteration 38Q: 3 clusters Score -1451142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1451149.625000 Penalty: 3041.316650
	Iteration 39Q: 3 clusters Score -1451150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1451156.000000 Penalty: 3041.316650
	Iteration 40F: 3 clusters Score -1451156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1451163.125000 Penalty: 3041.316650
	Iteration 41Q: 3 clusters Score -1451163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1451167.875000 Penalty: 3041.316650
	Iteration 42Q: 3 clusters Score -1451168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1451171.500000 Penalty: 3041.316650
	Iteration 43Q: 3 clusters Score -1451172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1451177.000000 Penalty: 3041.316650
	Iteration 44Q: 3 clusters Score -1451177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1451177.250000 Penalty: 3041.316650
	Iteration 45Q: 3 clusters Score -1451177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1451182.375000 Penalty: 3041.316650
	Iteration 46Q: 3 clusters Score -1451182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1451188.125000 Penalty: 3041.316650
	Iteration 47Q: 3 clusters Score -1451188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1451188.375000 Penalty: 3041.316650
	Iteration 48Q: 3 clusters Score -1451188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1451191.625000 Penalty: 3041.316650
	Iteration 49Q: 3 clusters Score -1451192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1451194.125000 Penalty: 3041.316650
	Iteration 50Q: 3 clusters Score -1451194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1451194.125000 Penalty: 3041.316650
	Iteration 51F: 3 clusters Score -1451194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -21469.451172 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -21469.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20858.076172 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -20858.08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21116.728516 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -21116.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21302.494141 Penalty: 1779.850586
	Iteration 2F: 3 clusters Score -21302.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21571.281250 Penalty: 1779.850586
	Iteration 3F: 3 clusters Score -21571.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21946.378906 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -21946.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22020.490234 Penalty: 1779.850586
	Iteration 5Q: 3 clusters Score -22020.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22050.136719 Penalty: 1779.850586
	Iteration 6Q: 3 clusters Score -22050.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22050.136719 Penalty: 1779.850586
	Iteration 7F: 3 clusters Score -22050.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 19016 members 
Mstep: Class 3 contains 27963 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 23442 members 
Mstep: Class 7 contains 1090 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133683 members 
Mstep: Class 10 contains 9234 members 
Mstep: Class 11 contains 73064 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 87937 members 
Mstep: Class 14 contains 3837 members 
Mstep: Class 15 contains 27027 members 
Mstep: Class 16 contains 134444 members 
Mstep: Class 17 contains 15230 members 
Mstep: Class 18 contains 6749 members 
Mstep: Class 19 contains 16809 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 27715 members 
Mstep: Class 23 contains 85433 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11460 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11590 members 
Mstep: Class 28 contains 82 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30641 members 
Mstep: Class 31 contains 7824 members 
Mstep: Class 32 contains 314 members 
Mstep: Class 33 contains 157 members 
Entering Unmasked Estep 
Score: -108941656.000000 Penalty: 73429.796875
Splitting cluster 28 changes total score from -108942440.000000 to -108941656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -291349.343750 Penalty: 1275.768433
	Iteration 0F: 2 clusters Score -291349.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -288945.687500 Penalty: 2551.536865
	Iteration 0F: 3 clusters Score -288945.7 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -289626.718750 Penalty: 2551.536865
	Iteration 1F: 3 clusters Score -289626.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -289795.781250 Penalty: 2551.536865
	Iteration 2F: 3 clusters Score -289795.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -289921.625000 Penalty: 2551.536865
	Iteration 3F: 3 clusters Score -289921.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -290019.250000 Penalty: 2551.536865
	Iteration 4F: 3 clusters Score -290019.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -290067.187500 Penalty: 2551.536865
	Iteration 5Q: 3 clusters Score -290067.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -290107.250000 Penalty: 2551.536865
	Iteration 6Q: 3 clusters Score -290107.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -290139.656250 Penalty: 2551.536865
	Iteration 7Q: 3 clusters Score -290139.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -290162.437500 Penalty: 2551.536865
	Iteration 8Q: 3 clusters Score -290162.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -290174.968750 Penalty: 2551.536865
	Iteration 9Q: 3 clusters Score -290175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -290183.125000 Penalty: 2551.536865
	Iteration 10Q: 3 clusters Score -290183.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -290190.343750 Penalty: 2551.536865
	Iteration 11Q: 3 clusters Score -290190.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -290194.968750 Penalty: 2551.536865
	Iteration 12Q: 3 clusters Score -290195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -290201.468750 Penalty: 2551.536865
	Iteration 13Q: 3 clusters Score -290201.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -290205.750000 Penalty: 2551.536865
	Iteration 14Q: 3 clusters Score -290205.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -290210.625000 Penalty: 2551.536865
	Iteration 15Q: 3 clusters Score -290210.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -290216.593750 Penalty: 2551.536865
	Iteration 16Q: 3 clusters Score -290216.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -290224.125000 Penalty: 2551.536865
	Iteration 17Q: 3 clusters Score -290224.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -290230.562500 Penalty: 2551.536865
	Iteration 18Q: 3 clusters Score -290230.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -290236.281250 Penalty: 2551.536865
	Iteration 19Q: 3 clusters Score -290236.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -290241.843750 Penalty: 2551.536865
	Iteration 20F: 3 clusters Score -290241.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -290244.218750 Penalty: 2551.536865
	Iteration 21Q: 3 clusters Score -290244.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -290246.718750 Penalty: 2551.536865
	Iteration 22Q: 3 clusters Score -290246.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -290247.125000 Penalty: 2551.536865
	Iteration 23Q: 3 clusters Score -290247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -290247.687500 Penalty: 2551.536865
	Iteration 24Q: 3 clusters Score -290247.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -290249.125000 Penalty: 2551.536865
	Iteration 25Q: 3 clusters Score -290249.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -290250.531250 Penalty: 2551.536865
	Iteration 26Q: 3 clusters Score -290250.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -290252.593750 Penalty: 2551.536865
	Iteration 27Q: 3 clusters Score -290252.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -290255.062500 Penalty: 2551.536865
	Iteration 28Q: 3 clusters Score -290255.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -290256.750000 Penalty: 2551.536865
	Iteration 29Q: 3 clusters Score -290256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -290257.250000 Penalty: 2551.536865
	Iteration 30Q: 3 clusters Score -290257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -290258.718750 Penalty: 2551.536865
	Iteration 31Q: 3 clusters Score -290258.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -290260.031250 Penalty: 2551.536865
	Iteration 32Q: 3 clusters Score -290260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -290260.093750 Penalty: 2551.536865
	Iteration 33Q: 3 clusters Score -290260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -290261.093750 Penalty: 2551.536865
	Iteration 34Q: 3 clusters Score -290261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -290261.468750 Penalty: 2551.536865
	Iteration 35Q: 3 clusters Score -290261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -290262.093750 Penalty: 2551.536865
	Iteration 36Q: 3 clusters Score -290262.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -290262.312500 Penalty: 2551.536865
	Iteration 37Q: 3 clusters Score -290262.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -290262.312500 Penalty: 2551.536865
	Iteration 38F: 3 clusters Score -290262.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (30641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Entering Unmasked Estep 
Score: -3907058.500000 Penalty: 1678.640381
	Iteration 0F: 2 clusters Score -3907058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3886450.000000 Penalty: 3357.280762
	Iteration 0F: 3 clusters Score -3886450 nChanged 14058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3894595.000000 Penalty: 3357.280762
	Iteration 1F: 3 clusters Score -3894595 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3895197.500000 Penalty: 3357.280762
	Iteration 2Q: 3 clusters Score -3895198 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -3896045.750000 Penalty: 3357.280762
	Iteration 3F: 3 clusters Score -3896046 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3897088.750000 Penalty: 3357.280762
	Iteration 4F: 3 clusters Score -3897089 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3898604.750000 Penalty: 3357.280762
	Iteration 5F: 3 clusters Score -3898605 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3900448.750000 Penalty: 3357.280762
	Iteration 6F: 3 clusters Score -3900449 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -3902419.000000 Penalty: 3357.280762
	Iteration 7F: 3 clusters Score -3902419 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3903886.000000 Penalty: 3357.280762
	Iteration 8F: 3 clusters Score -3903886 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3904687.250000 Penalty: 3357.280762
	Iteration 9Q: 3 clusters Score -3904687 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3905088.750000 Penalty: 3357.280762
	Iteration 10Q: 3 clusters Score -3905089 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3905303.500000 Penalty: 3357.280762
	Iteration 11Q: 3 clusters Score -3905304 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3905414.000000 Penalty: 3357.280762
	Iteration 12Q: 3 clusters Score -3905414 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3905480.000000 Penalty: 3357.280762
	Iteration 13Q: 3 clusters Score -3905480 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3905517.500000 Penalty: 3357.280762
	Iteration 14Q: 3 clusters Score -3905518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3905535.750000 Penalty: 3357.280762
	Iteration 15Q: 3 clusters Score -3905536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3905565.750000 Penalty: 3357.280762
	Iteration 16Q: 3 clusters Score -3905566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3905579.500000 Penalty: 3357.280762
	Iteration 17Q: 3 clusters Score -3905580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3905601.250000 Penalty: 3357.280762
	Iteration 18Q: 3 clusters Score -3905601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3905619.750000 Penalty: 3357.280762
	Iteration 19Q: 3 clusters Score -3905620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3905626.750000 Penalty: 3357.280762
	Iteration 20F: 3 clusters Score -3905627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3905638.500000 Penalty: 3357.280762
	Iteration 21Q: 3 clusters Score -3905638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3905640.250000 Penalty: 3357.280762
	Iteration 22Q: 3 clusters Score -3905640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3905647.500000 Penalty: 3357.280762
	Iteration 23Q: 3 clusters Score -3905648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3905653.000000 Penalty: 3357.280762
	Iteration 24Q: 3 clusters Score -3905653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3905656.250000 Penalty: 3357.280762
	Iteration 25Q: 3 clusters Score -3905656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3905658.250000 Penalty: 3357.280762
	Iteration 26Q: 3 clusters Score -3905658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3905658.750000 Penalty: 3357.280762
	Iteration 27Q: 3 clusters Score -3905659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3905659.750000 Penalty: 3357.280762
	Iteration 28Q: 3 clusters Score -3905660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3905660.500000 Penalty: 3357.280762
	Iteration 29Q: 3 clusters Score -3905660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3905664.250000 Penalty: 3357.280762
	Iteration 30Q: 3 clusters Score -3905664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3905665.250000 Penalty: 3357.280762
	Iteration 31Q: 3 clusters Score -3905665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3905667.750000 Penalty: 3357.280762
	Iteration 32Q: 3 clusters Score -3905668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3905670.750000 Penalty: 3357.280762
	Iteration 33Q: 3 clusters Score -3905671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3905674.250000 Penalty: 3357.280762
	Iteration 34Q: 3 clusters Score -3905674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3905671.250000 Penalty: 3357.280762
	Iteration 35Q: 3 clusters Score -3905671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3905671.250000 Penalty: 3357.280762
	Iteration 36F: 3 clusters Score -3905671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Entering Unmasked Estep 
Score: -994805.812500 Penalty: 1456.804565
	Iteration 0F: 2 clusters Score -994805.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -989018.062500 Penalty: 2913.609131
	Iteration 0F: 3 clusters Score -989018.1 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -990864.500000 Penalty: 2913.609131
	Iteration 1F: 3 clusters Score -990864.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -991137.812500 Penalty: 2913.609131
	Iteration 2F: 3 clusters Score -991137.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -991376.562500 Penalty: 2913.609131
	Iteration 3F: 3 clusters Score -991376.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -991588.000000 Penalty: 2913.609131
	Iteration 4F: 3 clusters Score -991588 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -991776.250000 Penalty: 2913.609131
	Iteration 5Q: 3 clusters Score -991776.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -991933.375000 Penalty: 2913.609131
	Iteration 6Q: 3 clusters Score -991933.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -992067.062500 Penalty: 2913.609131
	Iteration 7Q: 3 clusters Score -992067.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -992171.812500 Penalty: 2913.609131
	Iteration 8Q: 3 clusters Score -992171.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -992237.062500 Penalty: 2913.609131
	Iteration 9Q: 3 clusters Score -992237.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -992293.750000 Penalty: 2913.609131
	Iteration 10Q: 3 clusters Score -992293.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -992338.375000 Penalty: 2913.609131
	Iteration 11Q: 3 clusters Score -992338.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -992384.000000 Penalty: 2913.609131
	Iteration 12Q: 3 clusters Score -992384 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -992425.750000 Penalty: 2913.609131
	Iteration 13Q: 3 clusters Score -992425.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -992462.562500 Penalty: 2913.609131
	Iteration 14Q: 3 clusters Score -992462.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -992491.625000 Penalty: 2913.609131
	Iteration 15Q: 3 clusters Score -992491.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -992509.500000 Penalty: 2913.609131
	Iteration 16Q: 3 clusters Score -992509.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -992529.625000 Penalty: 2913.609131
	Iteration 17Q: 3 clusters Score -992529.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -992554.312500 Penalty: 2913.609131
	Iteration 18Q: 3 clusters Score -992554.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -992575.562500 Penalty: 2913.609131
	Iteration 19Q: 3 clusters Score -992575.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -992583.375000 Penalty: 2913.609131
	Iteration 20F: 3 clusters Score -992583.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -992591.500000 Penalty: 2913.609131
	Iteration 21Q: 3 clusters Score -992591.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -992598.125000 Penalty: 2913.609131
	Iteration 22Q: 3 clusters Score -992598.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -992607.875000 Penalty: 2913.609131
	Iteration 23Q: 3 clusters Score -992607.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -992611.437500 Penalty: 2913.609131
	Iteration 24Q: 3 clusters Score -992611.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -992617.187500 Penalty: 2913.609131
	Iteration 25Q: 3 clusters Score -992617.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -992624.062500 Penalty: 2913.609131
	Iteration 26Q: 3 clusters Score -992624.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -992628.812500 Penalty: 2913.609131
	Iteration 27Q: 3 clusters Score -992628.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -992632.687500 Penalty: 2913.609131
	Iteration 28Q: 3 clusters Score -992632.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -992637.687500 Penalty: 2913.609131
	Iteration 29Q: 3 clusters Score -992637.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -992640.187500 Penalty: 2913.609131
	Iteration 30Q: 3 clusters Score -992640.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -992646.812500 Penalty: 2913.609131
	Iteration 31Q: 3 clusters Score -992646.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -992652.750000 Penalty: 2913.609131
	Iteration 32Q: 3 clusters Score -992652.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -992660.312500 Penalty: 2913.609131
	Iteration 33Q: 3 clusters Score -992660.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -992670.312500 Penalty: 2913.609131
	Iteration 34Q: 3 clusters Score -992670.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -992681.875000 Penalty: 2913.609131
	Iteration 35Q: 3 clusters Score -992681.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -992694.750000 Penalty: 2913.609131
	Iteration 36Q: 3 clusters Score -992694.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -992704.437500 Penalty: 2913.609131
	Iteration 37Q: 3 clusters Score -992704.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -992719.812500 Penalty: 2913.609131
	Iteration 38Q: 3 clusters Score -992719.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -992731.125000 Penalty: 2913.609131
	Iteration 39Q: 3 clusters Score -992731.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -992745.937500 Penalty: 2913.609131
	Iteration 40F: 3 clusters Score -992745.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -992752.625000 Penalty: 2913.609131
	Iteration 41Q: 3 clusters Score -992752.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -992761.750000 Penalty: 2913.609131
	Iteration 42Q: 3 clusters Score -992761.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -992769.375000 Penalty: 2913.609131
	Iteration 43Q: 3 clusters Score -992769.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -992775.687500 Penalty: 2913.609131
	Iteration 44Q: 3 clusters Score -992775.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -992786.250000 Penalty: 2913.609131
	Iteration 45Q: 3 clusters Score -992786.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -992796.875000 Penalty: 2913.609131
	Iteration 46Q: 3 clusters Score -992796.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -992802.812500 Penalty: 2913.609131
	Iteration 47Q: 3 clusters Score -992802.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -992809.375000 Penalty: 2913.609131
	Iteration 48Q: 3 clusters Score -992809.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -992816.500000 Penalty: 2913.609131
	Iteration 49Q: 3 clusters Score -992816.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -992820.437500 Penalty: 2913.609131
	Iteration 50Q: 3 clusters Score -992820.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -992827.125000 Penalty: 2913.609131
	Iteration 51Q: 3 clusters Score -992827.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -992836.000000 Penalty: 2913.609131
	Iteration 52Q: 3 clusters Score -992836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -992844.125000 Penalty: 2913.609131
	Iteration 53Q: 3 clusters Score -992844.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -992850.875000 Penalty: 2913.609131
	Iteration 54Q: 3 clusters Score -992850.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -992860.812500 Penalty: 2913.609131
	Iteration 55Q: 3 clusters Score -992860.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -992873.125000 Penalty: 2913.609131
	Iteration 56Q: 3 clusters Score -992873.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -992881.250000 Penalty: 2913.609131
	Iteration 57Q: 3 clusters Score -992881.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -992889.375000 Penalty: 2913.609131
	Iteration 58Q: 3 clusters Score -992889.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -992905.437500 Penalty: 2913.609131
	Iteration 59Q: 3 clusters Score -992905.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -992922.687500 Penalty: 2913.609131
	Iteration 60F: 3 clusters Score -992922.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -992939.000000 Penalty: 2913.609131
	Iteration 61Q: 3 clusters Score -992939 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -992952.000000 Penalty: 2913.609131
	Iteration 62Q: 3 clusters Score -992952 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -992965.437500 Penalty: 2913.609131
	Iteration 63Q: 3 clusters Score -992965.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -992976.375000 Penalty: 2913.609131
	Iteration 64Q: 3 clusters Score -992976.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -992982.437500 Penalty: 2913.609131
	Iteration 65Q: 3 clusters Score -992982.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -992988.562500 Penalty: 2913.609131
	Iteration 66Q: 3 clusters Score -992988.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -992996.000000 Penalty: 2913.609131
	Iteration 67Q: 3 clusters Score -992996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -992998.750000 Penalty: 2913.609131
	Iteration 68Q: 3 clusters Score -992998.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -993006.000000 Penalty: 2913.609131
	Iteration 69Q: 3 clusters Score -993006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -993011.812500 Penalty: 2913.609131
	Iteration 70Q: 3 clusters Score -993011.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -993019.250000 Penalty: 2913.609131
	Iteration 71Q: 3 clusters Score -993019.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -993027.625000 Penalty: 2913.609131
	Iteration 72Q: 3 clusters Score -993027.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -993037.500000 Penalty: 2913.609131
	Iteration 73Q: 3 clusters Score -993037.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -993043.437500 Penalty: 2913.609131
	Iteration 74Q: 3 clusters Score -993043.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -993052.375000 Penalty: 2913.609131
	Iteration 75Q: 3 clusters Score -993052.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -993060.937500 Penalty: 2913.609131
	Iteration 76Q: 3 clusters Score -993060.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -993067.437500 Penalty: 2913.609131
	Iteration 77Q: 3 clusters Score -993067.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -993075.250000 Penalty: 2913.609131
	Iteration 78Q: 3 clusters Score -993075.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -993082.687500 Penalty: 2913.609131
	Iteration 79Q: 3 clusters Score -993082.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -993090.375000 Penalty: 2913.609131
	Iteration 80F: 3 clusters Score -993090.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -993098.562500 Penalty: 2913.609131
	Iteration 81Q: 3 clusters Score -993098.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -993105.000000 Penalty: 2913.609131
	Iteration 82Q: 3 clusters Score -993105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -993117.062500 Penalty: 2913.609131
	Iteration 83Q: 3 clusters Score -993117.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -993127.187500 Penalty: 2913.609131
	Iteration 84Q: 3 clusters Score -993127.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -993137.562500 Penalty: 2913.609131
	Iteration 85Q: 3 clusters Score -993137.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -993153.375000 Penalty: 2913.609131
	Iteration 86Q: 3 clusters Score -993153.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -993163.812500 Penalty: 2913.609131
	Iteration 87Q: 3 clusters Score -993163.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -993178.250000 Penalty: 2913.609131
	Iteration 88Q: 3 clusters Score -993178.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -993191.187500 Penalty: 2913.609131
	Iteration 89Q: 3 clusters Score -993191.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -993205.812500 Penalty: 2913.609131
	Iteration 90Q: 3 clusters Score -993205.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -993218.625000 Penalty: 2913.609131
	Iteration 91Q: 3 clusters Score -993218.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -993234.375000 Penalty: 2913.609131
	Iteration 92Q: 3 clusters Score -993234.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -993251.125000 Penalty: 2913.609131
	Iteration 93Q: 3 clusters Score -993251.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -993265.500000 Penalty: 2913.609131
	Iteration 94Q: 3 clusters Score -993265.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -993287.250000 Penalty: 2913.609131
	Iteration 95Q: 3 clusters Score -993287.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -993299.312500 Penalty: 2913.609131
	Iteration 96Q: 3 clusters Score -993299.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -993317.187500 Penalty: 2913.609131
	Iteration 97Q: 3 clusters Score -993317.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -993330.187500 Penalty: 2913.609131
	Iteration 98Q: 3 clusters Score -993330.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -993343.250000 Penalty: 2913.609131
	Iteration 99Q: 3 clusters Score -993343.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -993358.750000 Penalty: 2913.609131
	Iteration 100F: 3 clusters Score -993358.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -993369.625000 Penalty: 2913.609131
	Iteration 101Q: 3 clusters Score -993369.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -993385.312500 Penalty: 2913.609131
	Iteration 102Q: 3 clusters Score -993385.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -993398.500000 Penalty: 2913.609131
	Iteration 103Q: 3 clusters Score -993398.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -993410.250000 Penalty: 2913.609131
	Iteration 104Q: 3 clusters Score -993410.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -993427.250000 Penalty: 2913.609131
	Iteration 105Q: 3 clusters Score -993427.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -993438.562500 Penalty: 2913.609131
	Iteration 106Q: 3 clusters Score -993438.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -993451.375000 Penalty: 2913.609131
	Iteration 107Q: 3 clusters Score -993451.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -993461.562500 Penalty: 2913.609131
	Iteration 108Q: 3 clusters Score -993461.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -993470.000000 Penalty: 2913.609131
	Iteration 109Q: 3 clusters Score -993470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -993475.875000 Penalty: 2913.609131
	Iteration 110Q: 3 clusters Score -993475.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -993479.375000 Penalty: 2913.609131
	Iteration 111Q: 3 clusters Score -993479.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -993488.375000 Penalty: 2913.609131
	Iteration 112Q: 3 clusters Score -993488.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -993494.125000 Penalty: 2913.609131
	Iteration 113Q: 3 clusters Score -993494.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -993497.250000 Penalty: 2913.609131
	Iteration 114Q: 3 clusters Score -993497.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -993500.500000 Penalty: 2913.609131
	Iteration 115Q: 3 clusters Score -993500.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -993506.937500 Penalty: 2913.609131
	Iteration 116Q: 3 clusters Score -993506.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -993511.812500 Penalty: 2913.609131
	Iteration 117Q: 3 clusters Score -993511.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -993514.562500 Penalty: 2913.609131
	Iteration 118Q: 3 clusters Score -993514.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -993522.187500 Penalty: 2913.609131
	Iteration 119Q: 3 clusters Score -993522.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -993527.562500 Penalty: 2913.609131
	Iteration 120F: 3 clusters Score -993527.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -993531.750000 Penalty: 2913.609131
	Iteration 121Q: 3 clusters Score -993531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -993533.375000 Penalty: 2913.609131
	Iteration 122Q: 3 clusters Score -993533.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -993535.062500 Penalty: 2913.609131
	Iteration 123Q: 3 clusters Score -993535.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -993536.937500 Penalty: 2913.609131
	Iteration 124Q: 3 clusters Score -993536.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -993538.000000 Penalty: 2913.609131
	Iteration 125Q: 3 clusters Score -993538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -993538.375000 Penalty: 2913.609131
	Iteration 126Q: 3 clusters Score -993538.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -993540.625000 Penalty: 2913.609131
	Iteration 127Q: 3 clusters Score -993540.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -993540.312500 Penalty: 2913.609131
	Iteration 128Q: 3 clusters Score -993540.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -993542.375000 Penalty: 2913.609131
	Iteration 129Q: 3 clusters Score -993542.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -993545.437500 Penalty: 2913.609131
	Iteration 130Q: 3 clusters Score -993545.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -993547.687500 Penalty: 2913.609131
	Iteration 131Q: 3 clusters Score -993547.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -993549.500000 Penalty: 2913.609131
	Iteration 132Q: 3 clusters Score -993549.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -993551.937500 Penalty: 2913.609131
	Iteration 133Q: 3 clusters Score -993551.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -993556.687500 Penalty: 2913.609131
	Iteration 134Q: 3 clusters Score -993556.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -993563.125000 Penalty: 2913.609131
	Iteration 135Q: 3 clusters Score -993563.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -993568.375000 Penalty: 2913.609131
	Iteration 136Q: 3 clusters Score -993568.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -993570.687500 Penalty: 2913.609131
	Iteration 137Q: 3 clusters Score -993570.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -993573.937500 Penalty: 2913.609131
	Iteration 138Q: 3 clusters Score -993573.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -993574.437500 Penalty: 2913.609131
	Iteration 139Q: 3 clusters Score -993574.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -993574.562500 Penalty: 2913.609131
	Iteration 140F: 3 clusters Score -993574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -993577.812500 Penalty: 2913.609131
	Iteration 141Q: 3 clusters Score -993577.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -993580.250000 Penalty: 2913.609131
	Iteration 142Q: 3 clusters Score -993580.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -993584.437500 Penalty: 2913.609131
	Iteration 143Q: 3 clusters Score -993584.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -993587.750000 Penalty: 2913.609131
	Iteration 144Q: 3 clusters Score -993587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -993589.062500 Penalty: 2913.609131
	Iteration 145Q: 3 clusters Score -993589.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -993591.500000 Penalty: 2913.609131
	Iteration 146Q: 3 clusters Score -993591.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -993591.562500 Penalty: 2913.609131
	Iteration 147Q: 3 clusters Score -993591.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -993592.875000 Penalty: 2913.609131
	Iteration 148Q: 3 clusters Score -993592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -993595.125000 Penalty: 2913.609131
	Iteration 149Q: 3 clusters Score -993595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -993596.062500 Penalty: 2913.609131
	Iteration 150Q: 3 clusters Score -993596.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -993596.687500 Penalty: 2913.609131
	Iteration 151Q: 3 clusters Score -993596.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -993597.375000 Penalty: 2913.609131
	Iteration 152Q: 3 clusters Score -993597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -993597.812500 Penalty: 2913.609131
	Iteration 153Q: 3 clusters Score -993597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -993597.812500 Penalty: 2913.609131
	Iteration 154F: 3 clusters Score -993597.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -20735.419922 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -20735.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20123.978516 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -20123.98 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20492.644531 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -20492.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20783.283203 Penalty: 1868.552734
	Iteration 2F: 3 clusters Score -20783.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20969.833984 Penalty: 1868.552734
	Iteration 3Q: 3 clusters Score -20969.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21007.638672 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -21007.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21017.818359 Penalty: 1868.552734
	Iteration 5Q: 3 clusters Score -21017.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21017.818359 Penalty: 1868.552734
	Iteration 6F: 3 clusters Score -21017.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 19016 members 
Mstep: Class 3 contains 27963 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 23442 members 
Mstep: Class 7 contains 1090 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133683 members 
Mstep: Class 10 contains 9234 members 
Mstep: Class 11 contains 73064 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 87937 members 
Mstep: Class 14 contains 3837 members 
Mstep: Class 15 contains 27027 members 
Mstep: Class 16 contains 134444 members 
Mstep: Class 17 contains 15230 members 
Mstep: Class 18 contains 6749 members 
Mstep: Class 19 contains 16809 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 27715 members 
Mstep: Class 23 contains 85433 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11460 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11590 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30641 members 
Mstep: Class 31 contains 7824 members 
Mstep: Class 32 contains 185 members 
Mstep: Class 33 contains 129 members 
Entering Unmasked Estep 
Score: -108941384.000000 Penalty: 73429.796875
Splitting cluster 32 changes total score from -108942440.000000 to -108941384.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 19016 members 
Mstep: Class 3 contains 27963 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 23442 members 
Mstep: Class 7 contains 1090 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133683 members 
Mstep: Class 10 contains 9234 members 
Mstep: Class 11 contains 73064 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 87937 members 
Mstep: Class 14 contains 3837 members 
Mstep: Class 15 contains 27027 members 
Mstep: Class 16 contains 134444 members 
Mstep: Class 17 contains 15230 members 
Mstep: Class 18 contains 6749 members 
Mstep: Class 19 contains 16809 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 27715 members 
Mstep: Class 23 contains 85433 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11460 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11590 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30641 members 
Mstep: Class 31 contains 7824 members 
Mstep: Class 32 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942464.000000 Penalty: 71204.648438
Iteration 159Q: 33 clusters Score -1.089425e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 91751 members 
Mstep: Class 2 contains 19013 members 
Mstep: Class 3 contains 27966 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 23442 members 
Mstep: Class 7 contains 1083 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 133669 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 73063 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 87963 members 
Mstep: Class 14 contains 3836 members 
Mstep: Class 15 contains 27020 members 
Mstep: Class 16 contains 134454 members 
Mstep: Class 17 contains 15234 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16811 members 
Mstep: Class 20 contains 9369 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27714 members 
Mstep: Class 23 contains 85424 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11453 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 11590 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30641 members 
Mstep: Class 31 contains 7832 members 
Mstep: Class 32 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942520.000000 Penalty: 71204.648438
Iteration 160F: 33 clusters Score -1.089425e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 91751 members 
Mstep: Class 2 contains 19011 members 
Mstep: Class 3 contains 27969 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3801 members 
Mstep: Class 6 contains 23442 members 
Mstep: Class 7 contains 1080 members 
Mstep: Class 8 contains 4411 members 
Mstep: Class 9 contains 133666 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73057 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 87981 members 
Mstep: Class 14 contains 3834 members 
Mstep: Class 15 contains 27015 members 
Mstep: Class 16 contains 134461 members 
Mstep: Class 17 contains 15239 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16813 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27712 members 
Mstep: Class 23 contains 85415 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11452 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 11593 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30640 members 
Mstep: Class 31 contains 7833 members 
Mstep: Class 32 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942656.000000 Penalty: 71204.648438
Iteration 161Q: 33 clusters Score -1.089427e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 91752 members 
Mstep: Class 2 contains 19007 members 
Mstep: Class 3 contains 27965 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 4412 members 
Mstep: Class 9 contains 133658 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 73053 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 87994 members 
Mstep: Class 14 contains 3833 members 
Mstep: Class 15 contains 27008 members 
Mstep: Class 16 contains 134470 members 
Mstep: Class 17 contains 15247 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16818 members 
Mstep: Class 20 contains 9369 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27713 members 
Mstep: Class 23 contains 85403 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11469 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 11593 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30638 members 
Mstep: Class 31 contains 7836 members 
Mstep: Class 32 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942648.000000 Penalty: 71204.648438
Iteration 162Q: 33 clusters Score -1.089426e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91755 members 
Mstep: Class 2 contains 19001 members 
Mstep: Class 3 contains 27964 members 
Mstep: Class 4 contains 1270 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1065 members 
Mstep: Class 8 contains 4413 members 
Mstep: Class 9 contains 133649 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 73052 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 88018 members 
Mstep: Class 14 contains 3832 members 
Mstep: Class 15 contains 27004 members 
Mstep: Class 16 contains 134475 members 
Mstep: Class 17 contains 15253 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16823 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27708 members 
Mstep: Class 23 contains 85390 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11477 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 11592 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30638 members 
Mstep: Class 31 contains 7839 members 
Mstep: Class 32 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942808.000000 Penalty: 71204.648438
Iteration 163Q: 33 clusters Score -1.089428e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91760 members 
Mstep: Class 2 contains 18996 members 
Mstep: Class 3 contains 27963 members 
Mstep: Class 4 contains 1271 members 
Mstep: Class 5 contains 3799 members 
Mstep: Class 6 contains 23438 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 133634 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73053 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88042 members 
Mstep: Class 14 contains 3832 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 134488 members 
Mstep: Class 17 contains 15256 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16829 members 
Mstep: Class 20 contains 9367 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27704 members 
Mstep: Class 23 contains 85378 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11493 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 11590 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30636 members 
Mstep: Class 31 contains 7839 members 
Mstep: Class 32 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942816.000000 Penalty: 71204.648438
Iteration 164Q: 33 clusters Score -1.089428e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91765 members 
Mstep: Class 2 contains 18997 members 
Mstep: Class 3 contains 27958 members 
Mstep: Class 4 contains 1271 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1037 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 133631 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73049 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88056 members 
Mstep: Class 14 contains 3833 members 
Mstep: Class 15 contains 26991 members 
Mstep: Class 16 contains 134500 members 
Mstep: Class 17 contains 15258 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16831 members 
Mstep: Class 20 contains 9367 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27702 members 
Mstep: Class 23 contains 85368 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11497 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 11591 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30636 members 
Mstep: Class 31 contains 7839 members 
Mstep: Class 32 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942720.000000 Penalty: 71204.648438
Iteration 165Q: 33 clusters Score -1.089427e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 18997 members 
Mstep: Class 3 contains 27959 members 
Mstep: Class 4 contains 1271 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23438 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 133619 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73056 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88069 members 
Mstep: Class 14 contains 3830 members 
Mstep: Class 15 contains 26982 members 
Mstep: Class 16 contains 134510 members 
Mstep: Class 17 contains 15260 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16836 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27700 members 
Mstep: Class 23 contains 85362 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11484 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 11595 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7839 members 
Mstep: Class 32 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942728.000000 Penalty: 71204.648438
Iteration 166Q: 33 clusters Score -1.089427e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91775 members 
Mstep: Class 2 contains 18997 members 
Mstep: Class 3 contains 27960 members 
Mstep: Class 4 contains 1272 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23438 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 133609 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73050 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88083 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 26976 members 
Mstep: Class 16 contains 134522 members 
Mstep: Class 17 contains 15262 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16840 members 
Mstep: Class 20 contains 9369 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27699 members 
Mstep: Class 23 contains 85353 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11484 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 11598 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30633 members 
Mstep: Class 31 contains 7840 members 
Mstep: Class 32 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942672.000000 Penalty: 71204.648438
Iteration 167Q: 33 clusters Score -1.089427e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91778 members 
Mstep: Class 2 contains 18999 members 
Mstep: Class 3 contains 27956 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23437 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 133604 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73045 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88103 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26968 members 
Mstep: Class 16 contains 134534 members 
Mstep: Class 17 contains 15262 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16846 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27697 members 
Mstep: Class 23 contains 85346 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 11481 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11595 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30633 members 
Mstep: Class 31 contains 7842 members 
Mstep: Class 32 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942632.000000 Penalty: 71204.648438
Iteration 168Q: 33 clusters Score -1.089426e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91782 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 27951 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23438 members 
Mstep: Class 7 contains 1021 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 133607 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73043 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88113 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26964 members 
Mstep: Class 16 contains 134541 members 
Mstep: Class 17 contains 15262 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16852 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27693 members 
Mstep: Class 23 contains 85334 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 11481 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11593 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30632 members 
Mstep: Class 31 contains 7843 members 
Mstep: Class 32 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942728.000000 Penalty: 71204.648438
Iteration 169Q: 33 clusters Score -1.089427e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91783 members 
Mstep: Class 2 contains 18999 members 
Mstep: Class 3 contains 27951 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 133611 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 73047 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88120 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26962 members 
Mstep: Class 16 contains 134543 members 
Mstep: Class 17 contains 15262 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16856 members 
Mstep: Class 20 contains 9367 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27693 members 
Mstep: Class 23 contains 85318 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 11481 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11592 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7844 members 
Mstep: Class 32 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942616.000000 Penalty: 71204.648438
Iteration 170Q: 33 clusters Score -1.089426e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91785 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 27950 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23437 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 133606 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 73049 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88129 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26956 members 
Mstep: Class 16 contains 134549 members 
Mstep: Class 17 contains 15263 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16856 members 
Mstep: Class 20 contains 9366 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27694 members 
Mstep: Class 23 contains 85311 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 11479 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11594 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30632 members 
Mstep: Class 31 contains 7844 members 
Mstep: Class 32 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942632.000000 Penalty: 71204.648438
Iteration 171Q: 33 clusters Score -1.089426e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 19001 members 
Mstep: Class 3 contains 27947 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1016 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 133602 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73055 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88134 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26954 members 
Mstep: Class 16 contains 134556 members 
Mstep: Class 17 contains 15264 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16856 members 
Mstep: Class 20 contains 9365 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27693 members 
Mstep: Class 23 contains 85302 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 11475 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11597 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7843 members 
Mstep: Class 32 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942688.000000 Penalty: 71204.648438
Iteration 172Q: 33 clusters Score -1.089427e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91786 members 
Mstep: Class 2 contains 19001 members 
Mstep: Class 3 contains 27946 members 
Mstep: Class 4 contains 1275 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1015 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 133605 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73051 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88147 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26950 members 
Mstep: Class 16 contains 134556 members 
Mstep: Class 17 contains 15265 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16858 members 
Mstep: Class 20 contains 9366 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27692 members 
Mstep: Class 23 contains 85292 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 11473 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11597 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30630 members 
Mstep: Class 31 contains 7845 members 
Mstep: Class 32 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942640.000000 Penalty: 71204.648438
Iteration 173Q: 33 clusters Score -1.089426e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91788 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 27946 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23440 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 4417 members 
Mstep: Class 9 contains 133604 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73047 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88163 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26944 members 
Mstep: Class 16 contains 134567 members 
Mstep: Class 17 contains 15265 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16859 members 
Mstep: Class 20 contains 9367 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27690 members 
Mstep: Class 23 contains 85281 members 
Mstep: Class 24 contains 7032 members 
Mstep: Class 25 contains 11467 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11597 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30630 members 
Mstep: Class 31 contains 7844 members 
Mstep: Class 32 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942536.000000 Penalty: 71204.648438
Iteration 174Q: 33 clusters Score -1.089425e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91790 members 
Mstep: Class 2 contains 18999 members 
Mstep: Class 3 contains 27947 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23440 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 4418 members 
Mstep: Class 9 contains 133591 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73034 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88184 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26939 members 
Mstep: Class 16 contains 134576 members 
Mstep: Class 17 contains 15266 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16862 members 
Mstep: Class 20 contains 9369 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27690 members 
Mstep: Class 23 contains 85275 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11464 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11599 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30630 members 
Mstep: Class 31 contains 7843 members 
Mstep: Class 32 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942576.000000 Penalty: 71204.648438
Iteration 175Q: 33 clusters Score -1.089426e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91790 members 
Mstep: Class 2 contains 18997 members 
Mstep: Class 3 contains 27942 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23440 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4418 members 
Mstep: Class 9 contains 133577 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73029 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88199 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26935 members 
Mstep: Class 16 contains 134582 members 
Mstep: Class 17 contains 15269 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16864 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27690 members 
Mstep: Class 23 contains 85275 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11465 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11600 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30629 members 
Mstep: Class 31 contains 7845 members 
Mstep: Class 32 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942544.000000 Penalty: 71204.648438
Iteration 176Q: 33 clusters Score -1.089425e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91786 members 
Mstep: Class 2 contains 18996 members 
Mstep: Class 3 contains 27941 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23440 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4418 members 
Mstep: Class 9 contains 133570 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 73025 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88210 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26931 members 
Mstep: Class 16 contains 134592 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16865 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27687 members 
Mstep: Class 23 contains 85270 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11465 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11602 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30629 members 
Mstep: Class 31 contains 7846 members 
Mstep: Class 32 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942592.000000 Penalty: 71204.648438
Iteration 177Q: 33 clusters Score -1.089426e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 18998 members 
Mstep: Class 3 contains 27944 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23440 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4418 members 
Mstep: Class 9 contains 133568 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73014 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88217 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26925 members 
Mstep: Class 16 contains 134598 members 
Mstep: Class 17 contains 15272 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16867 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27689 members 
Mstep: Class 23 contains 85267 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11467 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11603 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30628 members 
Mstep: Class 31 contains 7846 members 
Mstep: Class 32 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942680.000000 Penalty: 71204.648438
Iteration 178Q: 33 clusters Score -1.089427e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 18997 members 
Mstep: Class 3 contains 27946 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 133571 members 
Mstep: Class 10 contains 9230 members 
Mstep: Class 11 contains 73012 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88213 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26918 members 
Mstep: Class 16 contains 134601 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16871 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27690 members 
Mstep: Class 23 contains 85262 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11468 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11604 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30630 members 
Mstep: Class 31 contains 7848 members 
Mstep: Class 32 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942752.000000 Penalty: 71204.648438
Iteration 179Q: 33 clusters Score -1.089428e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 18998 members 
Mstep: Class 3 contains 27950 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23440 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 133568 members 
Mstep: Class 10 contains 9230 members 
Mstep: Class 11 contains 73006 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88215 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26909 members 
Mstep: Class 16 contains 134610 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16876 members 
Mstep: Class 20 contains 9371 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27690 members 
Mstep: Class 23 contains 85258 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11468 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30630 members 
Mstep: Class 31 contains 7849 members 
Mstep: Class 32 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942680.000000 Penalty: 71204.648438
Iteration 180F: 33 clusters Score -1.089427e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 91788 members 
Mstep: Class 2 contains 18998 members 
Mstep: Class 3 contains 27953 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 133561 members 
Mstep: Class 10 contains 9230 members 
Mstep: Class 11 contains 73007 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88220 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26902 members 
Mstep: Class 16 contains 134611 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16881 members 
Mstep: Class 20 contains 9371 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27690 members 
Mstep: Class 23 contains 85251 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11468 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11607 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30630 members 
Mstep: Class 31 contains 7850 members 
Mstep: Class 32 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942720.000000 Penalty: 71204.648438
Iteration 181Q: 33 clusters Score -1.089427e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91793 members 
Mstep: Class 2 contains 18997 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 133561 members 
Mstep: Class 10 contains 9230 members 
Mstep: Class 11 contains 73004 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88217 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26898 members 
Mstep: Class 16 contains 134618 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16882 members 
Mstep: Class 20 contains 9371 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27690 members 
Mstep: Class 23 contains 85252 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11468 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 241 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30630 members 
Mstep: Class 31 contains 7850 members 
Mstep: Class 32 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942760.000000 Penalty: 71204.648438
Iteration 182Q: 33 clusters Score -1.089428e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91798 members 
Mstep: Class 2 contains 18997 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 133561 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73003 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88218 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26895 members 
Mstep: Class 16 contains 134621 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16882 members 
Mstep: Class 20 contains 9371 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27689 members 
Mstep: Class 23 contains 85249 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11468 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11603 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30630 members 
Mstep: Class 31 contains 7850 members 
Mstep: Class 32 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942784.000000 Penalty: 71204.648438
Iteration 183Q: 33 clusters Score -1.089428e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91802 members 
Mstep: Class 2 contains 18998 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 133563 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73003 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88216 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26891 members 
Mstep: Class 16 contains 134624 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16882 members 
Mstep: Class 20 contains 9371 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27689 members 
Mstep: Class 23 contains 85244 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11468 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11604 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30630 members 
Mstep: Class 31 contains 7850 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942744.000000 Penalty: 71204.648438
Iteration 184Q: 33 clusters Score -1.089427e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 18999 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 133564 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73004 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88219 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26886 members 
Mstep: Class 16 contains 134627 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16882 members 
Mstep: Class 20 contains 9371 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27689 members 
Mstep: Class 23 contains 85236 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11468 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30630 members 
Mstep: Class 31 contains 7850 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942808.000000 Penalty: 71204.648438
Iteration 185Q: 33 clusters Score -1.089428e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 18999 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 133568 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73004 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88223 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26882 members 
Mstep: Class 16 contains 134631 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16883 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27689 members 
Mstep: Class 23 contains 85226 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11468 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7850 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942776.000000 Penalty: 71204.648438
Iteration 186Q: 33 clusters Score -1.089428e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91808 members 
Mstep: Class 2 contains 18999 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 133569 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73005 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88225 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 26883 members 
Mstep: Class 16 contains 134633 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16884 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27689 members 
Mstep: Class 23 contains 85217 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11468 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7850 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942776.000000 Penalty: 71204.648438
Iteration 187Q: 33 clusters Score -1.089428e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91808 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 133578 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73001 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88227 members 
Mstep: Class 14 contains 3826 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 134637 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16884 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27688 members 
Mstep: Class 23 contains 85206 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11468 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7850 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942824.000000 Penalty: 71204.648438
Iteration 188Q: 33 clusters Score -1.089428e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 18999 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 133581 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73000 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88234 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 134641 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16885 members 
Mstep: Class 20 contains 9371 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27688 members 
Mstep: Class 23 contains 85195 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11468 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7849 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942760.000000 Penalty: 71204.648438
Iteration 189Q: 33 clusters Score -1.089428e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 18998 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 133586 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73003 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88236 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 134642 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16885 members 
Mstep: Class 20 contains 9371 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27688 members 
Mstep: Class 23 contains 85185 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11469 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7848 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942760.000000 Penalty: 71204.648438
Iteration 190Q: 33 clusters Score -1.089428e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 18998 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 133585 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73002 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88245 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 134643 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16885 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27688 members 
Mstep: Class 23 contains 85178 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11469 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7848 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942744.000000 Penalty: 71204.648438
Iteration 191Q: 33 clusters Score -1.089427e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 18998 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 133586 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73001 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88252 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 16 contains 134645 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16886 members 
Mstep: Class 20 contains 9369 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27688 members 
Mstep: Class 23 contains 85169 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11469 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7848 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942816.000000 Penalty: 71204.648438
Iteration 192Q: 33 clusters Score -1.089428e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 18999 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23440 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 133590 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73001 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88258 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 26882 members 
Mstep: Class 16 contains 134648 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16888 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27686 members 
Mstep: Class 23 contains 85155 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11470 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7848 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942760.000000 Penalty: 71204.648438
Iteration 193Q: 33 clusters Score -1.089428e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 27951 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23440 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133585 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73000 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88272 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 26881 members 
Mstep: Class 16 contains 134650 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16888 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27685 members 
Mstep: Class 23 contains 85147 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11471 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11604 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7848 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942744.000000 Penalty: 71204.648438
Iteration 194Q: 33 clusters Score -1.089427e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 27951 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23440 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133588 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73000 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88277 members 
Mstep: Class 14 contains 3824 members 
Mstep: Class 15 contains 26881 members 
Mstep: Class 16 contains 134653 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16888 members 
Mstep: Class 20 contains 9369 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27684 members 
Mstep: Class 23 contains 85135 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11472 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7848 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942768.000000 Penalty: 71204.648438
Iteration 195Q: 33 clusters Score -1.089428e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 27951 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133584 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 73000 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88285 members 
Mstep: Class 14 contains 3824 members 
Mstep: Class 15 contains 26881 members 
Mstep: Class 16 contains 134657 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16888 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27682 members 
Mstep: Class 23 contains 85131 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11472 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7848 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942752.000000 Penalty: 71204.648438
Iteration 196Q: 33 clusters Score -1.089428e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133580 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 72999 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88294 members 
Mstep: Class 14 contains 3824 members 
Mstep: Class 15 contains 26880 members 
Mstep: Class 16 contains 134660 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16888 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27679 members 
Mstep: Class 23 contains 85128 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11472 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7848 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942816.000000 Penalty: 71204.648438
Iteration 197Q: 33 clusters Score -1.089428e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133577 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 72995 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88303 members 
Mstep: Class 14 contains 3824 members 
Mstep: Class 15 contains 26878 members 
Mstep: Class 16 contains 134666 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16888 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27676 members 
Mstep: Class 23 contains 85122 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11473 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7848 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108942736.000000 Penalty: 71204.648438
Iteration 198Q: 33 clusters Score -1.089427e+08 nChanged 38
Entering ConstructFrom: 
Score: -108942736.000000 Penalty: 71204.648438
Entering ConstructFrom: 
Trying to split cluster 1 (91809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91809 members 
Entering Unmasked Estep 
Score: -11723796.000000 Penalty: 1856.963135
	Iteration 0F: 2 clusters Score -1.17238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -11663477.000000 Penalty: 3713.926270
	Iteration 0F: 3 clusters Score -1.166348e+07 nChanged 43689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -11689004.000000 Penalty: 3713.926270
	Iteration 1F: 3 clusters Score -1.1689e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -11689915.000000 Penalty: 3713.926270
	Iteration 2Q: 3 clusters Score -1.168992e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -11691459.000000 Penalty: 3713.926270
	Iteration 3Q: 3 clusters Score -1.169146e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 58545 members 
Entering Unmasked Estep 
Score: -11693875.000000 Penalty: 3713.926270
	Iteration 4Q: 3 clusters Score -1.169388e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -11698136.000000 Penalty: 3713.926270
	Iteration 5F: 3 clusters Score -1.169814e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
Score: -11704431.000000 Penalty: 3713.926270
	Iteration 6F: 3 clusters Score -1.170443e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 79368 members 
Entering Unmasked Estep 
Score: -11711407.000000 Penalty: 3713.926270
	Iteration 7F: 3 clusters Score -1.171141e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 85341 members 
Entering Unmasked Estep 
Score: -11717071.000000 Penalty: 3713.926270
	Iteration 8F: 3 clusters Score -1.171707e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 88672 members 
Entering Unmasked Estep 
Score: -11720122.000000 Penalty: 3713.926270
	Iteration 9Q: 3 clusters Score -1.172012e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -11721232.000000 Penalty: 3713.926270
	Iteration 10Q: 3 clusters Score -1.172123e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 90644 members 
Entering Unmasked Estep 
Score: -11721646.000000 Penalty: 3713.926270
	Iteration 11Q: 3 clusters Score -1.172165e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 90915 members 
Entering Unmasked Estep 
Score: -11721869.000000 Penalty: 3713.926270
	Iteration 12Q: 3 clusters Score -1.172187e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 91075 members 
Entering Unmasked Estep 
Score: -11722014.000000 Penalty: 3713.926270
	Iteration 13Q: 3 clusters Score -1.172201e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -11722100.000000 Penalty: 3713.926270
	Iteration 14Q: 3 clusters Score -1.17221e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -11722139.000000 Penalty: 3713.926270
	Iteration 15Q: 3 clusters Score -1.172214e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 91220 members 
Entering Unmasked Estep 
Score: -11722175.000000 Penalty: 3713.926270
	Iteration 16Q: 3 clusters Score -1.172218e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 91248 members 
Entering Unmasked Estep 
Score: -11722203.000000 Penalty: 3713.926270
	Iteration 17Q: 3 clusters Score -1.17222e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 91272 members 
Entering Unmasked Estep 
Score: -11722220.000000 Penalty: 3713.926270
	Iteration 18Q: 3 clusters Score -1.172222e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 91284 members 
Entering Unmasked Estep 
Score: -11722227.000000 Penalty: 3713.926270
	Iteration 19Q: 3 clusters Score -1.172223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 91295 members 
Entering Unmasked Estep 
Score: -11722228.000000 Penalty: 3713.926270
	Iteration 20F: 3 clusters Score -1.172223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 91302 members 
Entering Unmasked Estep 
Score: -11722232.000000 Penalty: 3713.926270
	Iteration 21Q: 3 clusters Score -1.172223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 91313 members 
Entering Unmasked Estep 
Score: -11722248.000000 Penalty: 3713.926270
	Iteration 22Q: 3 clusters Score -1.172225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 91322 members 
Entering Unmasked Estep 
Score: -11722255.000000 Penalty: 3713.926270
	Iteration 23Q: 3 clusters Score -1.172226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 91326 members 
Entering Unmasked Estep 
Score: -11722261.000000 Penalty: 3713.926270
	Iteration 24Q: 3 clusters Score -1.172226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -11722258.000000 Penalty: 3713.926270
	Iteration 25Q: 3 clusters Score -1.172226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 91332 members 
Entering Unmasked Estep 
Score: -11722262.000000 Penalty: 3713.926270
	Iteration 26Q: 3 clusters Score -1.172226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 91333 members 
Entering Unmasked Estep 
Score: -11722272.000000 Penalty: 3713.926270
	Iteration 27Q: 3 clusters Score -1.172227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 91335 members 
Entering Unmasked Estep 
Score: -11722279.000000 Penalty: 3713.926270
	Iteration 28Q: 3 clusters Score -1.172228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 91334 members 
Entering Unmasked Estep 
Score: -11722285.000000 Penalty: 3713.926270
	Iteration 29Q: 3 clusters Score -1.172228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 91334 members 
Entering Unmasked Estep 
Score: -11722285.000000 Penalty: 3713.926270
	Iteration 30F: 3 clusters Score -1.172228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Entering Unmasked Estep 
Score: -2257048.000000 Penalty: 1600.981445
	Iteration 0F: 2 clusters Score -2257048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2244027.000000 Penalty: 3201.962891
	Iteration 0F: 3 clusters Score -2244027 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2249007.000000 Penalty: 3201.962891
	Iteration 1F: 3 clusters Score -2249007 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2249602.750000 Penalty: 3201.962891
	Iteration 2F: 3 clusters Score -2249603 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2250235.250000 Penalty: 3201.962891
	Iteration 3F: 3 clusters Score -2250235 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2250809.000000 Penalty: 3201.962891
	Iteration 4F: 3 clusters Score -2250809 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2251352.750000 Penalty: 3201.962891
	Iteration 5F: 3 clusters Score -2251353 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2251798.500000 Penalty: 3201.962891
	Iteration 6Q: 3 clusters Score -2251798 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2252222.750000 Penalty: 3201.962891
	Iteration 7Q: 3 clusters Score -2252223 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2252612.750000 Penalty: 3201.962891
	Iteration 8Q: 3 clusters Score -2252613 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2252967.500000 Penalty: 3201.962891
	Iteration 9Q: 3 clusters Score -2252968 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2253280.750000 Penalty: 3201.962891
	Iteration 10Q: 3 clusters Score -2253281 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2253547.500000 Penalty: 3201.962891
	Iteration 11Q: 3 clusters Score -2253548 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2253790.000000 Penalty: 3201.962891
	Iteration 12Q: 3 clusters Score -2253790 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2253932.500000 Penalty: 3201.962891
	Iteration 13Q: 3 clusters Score -2253932 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2254061.500000 Penalty: 3201.962891
	Iteration 14Q: 3 clusters Score -2254062 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2254168.750000 Penalty: 3201.962891
	Iteration 15Q: 3 clusters Score -2254169 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2254263.500000 Penalty: 3201.962891
	Iteration 16Q: 3 clusters Score -2254264 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2254335.250000 Penalty: 3201.962891
	Iteration 17Q: 3 clusters Score -2254335 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2254381.000000 Penalty: 3201.962891
	Iteration 18Q: 3 clusters Score -2254381 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2254428.750000 Penalty: 3201.962891
	Iteration 19Q: 3 clusters Score -2254429 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2254465.250000 Penalty: 3201.962891
	Iteration 20F: 3 clusters Score -2254465 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2254509.250000 Penalty: 3201.962891
	Iteration 21Q: 3 clusters Score -2254509 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2254552.000000 Penalty: 3201.962891
	Iteration 22Q: 3 clusters Score -2254552 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2254579.000000 Penalty: 3201.962891
	Iteration 23Q: 3 clusters Score -2254579 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2254612.500000 Penalty: 3201.962891
	Iteration 24Q: 3 clusters Score -2254612 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2254635.250000 Penalty: 3201.962891
	Iteration 25Q: 3 clusters Score -2254635 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2254646.250000 Penalty: 3201.962891
	Iteration 26Q: 3 clusters Score -2254646 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2254665.250000 Penalty: 3201.962891
	Iteration 27Q: 3 clusters Score -2254665 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2254684.500000 Penalty: 3201.962891
	Iteration 28Q: 3 clusters Score -2254684 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2254698.250000 Penalty: 3201.962891
	Iteration 29Q: 3 clusters Score -2254698 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2254714.750000 Penalty: 3201.962891
	Iteration 30Q: 3 clusters Score -2254715 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2254733.250000 Penalty: 3201.962891
	Iteration 31Q: 3 clusters Score -2254733 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2254742.000000 Penalty: 3201.962891
	Iteration 32Q: 3 clusters Score -2254742 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2254746.500000 Penalty: 3201.962891
	Iteration 33Q: 3 clusters Score -2254746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2254777.750000 Penalty: 3201.962891
	Iteration 34Q: 3 clusters Score -2254778 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2254785.750000 Penalty: 3201.962891
	Iteration 35Q: 3 clusters Score -2254786 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2254799.000000 Penalty: 3201.962891
	Iteration 36Q: 3 clusters Score -2254799 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2254814.500000 Penalty: 3201.962891
	Iteration 37Q: 3 clusters Score -2254814 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2254841.500000 Penalty: 3201.962891
	Iteration 38Q: 3 clusters Score -2254842 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2254869.750000 Penalty: 3201.962891
	Iteration 39Q: 3 clusters Score -2254870 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2254890.000000 Penalty: 3201.962891
	Iteration 40F: 3 clusters Score -2254890 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2254905.000000 Penalty: 3201.962891
	Iteration 41Q: 3 clusters Score -2254905 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2254918.250000 Penalty: 3201.962891
	Iteration 42Q: 3 clusters Score -2254918 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2254940.250000 Penalty: 3201.962891
	Iteration 43Q: 3 clusters Score -2254940 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2254957.250000 Penalty: 3201.962891
	Iteration 44Q: 3 clusters Score -2254957 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2254963.500000 Penalty: 3201.962891
	Iteration 45Q: 3 clusters Score -2254964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2254971.750000 Penalty: 3201.962891
	Iteration 46Q: 3 clusters Score -2254972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2254981.250000 Penalty: 3201.962891
	Iteration 47Q: 3 clusters Score -2254981 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2254994.000000 Penalty: 3201.962891
	Iteration 48Q: 3 clusters Score -2254994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2254999.000000 Penalty: 3201.962891
	Iteration 49Q: 3 clusters Score -2254999 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2255010.000000 Penalty: 3201.962891
	Iteration 50Q: 3 clusters Score -2255010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2255011.250000 Penalty: 3201.962891
	Iteration 51Q: 3 clusters Score -2255011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2255021.000000 Penalty: 3201.962891
	Iteration 52Q: 3 clusters Score -2255021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2255027.500000 Penalty: 3201.962891
	Iteration 53Q: 3 clusters Score -2255028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2255035.000000 Penalty: 3201.962891
	Iteration 54Q: 3 clusters Score -2255035 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2255043.000000 Penalty: 3201.962891
	Iteration 55Q: 3 clusters Score -2255043 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2255052.500000 Penalty: 3201.962891
	Iteration 56Q: 3 clusters Score -2255052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2255055.750000 Penalty: 3201.962891
	Iteration 57Q: 3 clusters Score -2255056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2255055.750000 Penalty: 3201.962891
	Iteration 58Q: 3 clusters Score -2255056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2255065.250000 Penalty: 3201.962891
	Iteration 59Q: 3 clusters Score -2255065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2255066.750000 Penalty: 3201.962891
	Iteration 60F: 3 clusters Score -2255067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2255074.750000 Penalty: 3201.962891
	Iteration 61Q: 3 clusters Score -2255075 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2255084.250000 Penalty: 3201.962891
	Iteration 62Q: 3 clusters Score -2255084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2255092.500000 Penalty: 3201.962891
	Iteration 63Q: 3 clusters Score -2255092 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2255103.750000 Penalty: 3201.962891
	Iteration 64Q: 3 clusters Score -2255104 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2255118.000000 Penalty: 3201.962891
	Iteration 65Q: 3 clusters Score -2255118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2255129.250000 Penalty: 3201.962891
	Iteration 66Q: 3 clusters Score -2255129 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2255140.000000 Penalty: 3201.962891
	Iteration 67Q: 3 clusters Score -2255140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2255145.000000 Penalty: 3201.962891
	Iteration 68Q: 3 clusters Score -2255145 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2255158.500000 Penalty: 3201.962891
	Iteration 69Q: 3 clusters Score -2255158 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2255175.500000 Penalty: 3201.962891
	Iteration 70Q: 3 clusters Score -2255176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2255181.250000 Penalty: 3201.962891
	Iteration 71Q: 3 clusters Score -2255181 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2255192.500000 Penalty: 3201.962891
	Iteration 72Q: 3 clusters Score -2255192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2255201.750000 Penalty: 3201.962891
	Iteration 73Q: 3 clusters Score -2255202 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2255218.500000 Penalty: 3201.962891
	Iteration 74Q: 3 clusters Score -2255218 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2255233.000000 Penalty: 3201.962891
	Iteration 75Q: 3 clusters Score -2255233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2255247.750000 Penalty: 3201.962891
	Iteration 76Q: 3 clusters Score -2255248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2255264.250000 Penalty: 3201.962891
	Iteration 77Q: 3 clusters Score -2255264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2255263 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2255283.250000 Penalty: 3201.962891
	Iteration 79Q: 3 clusters Score -2255283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2255293.000000 Penalty: 3201.962891
	Iteration 80F: 3 clusters Score -2255293 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2255300.500000 Penalty: 3201.962891
	Iteration 81Q: 3 clusters Score -2255300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2255309.000000 Penalty: 3201.962891
	Iteration 82Q: 3 clusters Score -2255309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2255321.750000 Penalty: 3201.962891
	Iteration 83Q: 3 clusters Score -2255322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2255327.750000 Penalty: 3201.962891
	Iteration 84Q: 3 clusters Score -2255328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2255331.750000 Penalty: 3201.962891
	Iteration 85Q: 3 clusters Score -2255332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2255338.500000 Penalty: 3201.962891
	Iteration 86Q: 3 clusters Score -2255338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2255349.000000 Penalty: 3201.962891
	Iteration 87Q: 3 clusters Score -2255349 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2255355.750000 Penalty: 3201.962891
	Iteration 88Q: 3 clusters Score -2255356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2255375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2255381.000000 Penalty: 3201.962891
	Iteration 90Q: 3 clusters Score -2255381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2255382.500000 Penalty: 3201.962891
	Iteration 91Q: 3 clusters Score -2255382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2255387.250000 Penalty: 3201.962891
	Iteration 92Q: 3 clusters Score -2255387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2255394.500000 Penalty: 3201.962891
	Iteration 93Q: 3 clusters Score -2255394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2255398.000000 Penalty: 3201.962891
	Iteration 94Q: 3 clusters Score -2255398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2255407.250000 Penalty: 3201.962891
	Iteration 95Q: 3 clusters Score -2255407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2255410.500000 Penalty: 3201.962891
	Iteration 96Q: 3 clusters Score -2255410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2255417.500000 Penalty: 3201.962891
	Iteration 97Q: 3 clusters Score -2255418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2255425.000000 Penalty: 3201.962891
	Iteration 98Q: 3 clusters Score -2255425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2255441.500000 Penalty: 3201.962891
	Iteration 99Q: 3 clusters Score -2255442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2255445.000000 Penalty: 3201.962891
	Iteration 100F: 3 clusters Score -2255445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2255455.500000 Penalty: 3201.962891
	Iteration 101Q: 3 clusters Score -2255456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2255469.000000 Penalty: 3201.962891
	Iteration 102Q: 3 clusters Score -2255469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2255480.500000 Penalty: 3201.962891
	Iteration 103Q: 3 clusters Score -2255480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2255496.750000 Penalty: 3201.962891
	Iteration 104Q: 3 clusters Score -2255497 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2255511.250000 Penalty: 3201.962891
	Iteration 105Q: 3 clusters Score -2255511 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2255525.000000 Penalty: 3201.962891
	Iteration 106Q: 3 clusters Score -2255525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2255535.750000 Penalty: 3201.962891
	Iteration 107Q: 3 clusters Score -2255536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2255547.750000 Penalty: 3201.962891
	Iteration 108Q: 3 clusters Score -2255548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2255556.500000 Penalty: 3201.962891
	Iteration 109Q: 3 clusters Score -2255556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2255562.750000 Penalty: 3201.962891
	Iteration 110Q: 3 clusters Score -2255563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2255563.750000 Penalty: 3201.962891
	Iteration 111Q: 3 clusters Score -2255564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2255565.500000 Penalty: 3201.962891
	Iteration 112Q: 3 clusters Score -2255566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2255572.500000 Penalty: 3201.962891
	Iteration 113Q: 3 clusters Score -2255572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2255572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2255574.750000 Penalty: 3201.962891
	Iteration 115Q: 3 clusters Score -2255575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2255583.750000 Penalty: 3201.962891
	Iteration 116Q: 3 clusters Score -2255584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2255584.000000 Penalty: 3201.962891
	Iteration 117Q: 3 clusters Score -2255584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2255589.500000 Penalty: 3201.962891
	Iteration 118Q: 3 clusters Score -2255590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2255590.250000 Penalty: 3201.962891
	Iteration 119Q: 3 clusters Score -2255590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2255594.250000 Penalty: 3201.962891
	Iteration 120F: 3 clusters Score -2255594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2255604.500000 Penalty: 3201.962891
	Iteration 121Q: 3 clusters Score -2255604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2255606.250000 Penalty: 3201.962891
	Iteration 122Q: 3 clusters Score -2255606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2255607.000000 Penalty: 3201.962891
	Iteration 123Q: 3 clusters Score -2255607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2255614.250000 Penalty: 3201.962891
	Iteration 124Q: 3 clusters Score -2255614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2255617.250000 Penalty: 3201.962891
	Iteration 125Q: 3 clusters Score -2255617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2255620.750000 Penalty: 3201.962891
	Iteration 126Q: 3 clusters Score -2255621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2255627.250000 Penalty: 3201.962891
	Iteration 127Q: 3 clusters Score -2255627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2255635.250000 Penalty: 3201.962891
	Iteration 128Q: 3 clusters Score -2255635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2255649.250000 Penalty: 3201.962891
	Iteration 129Q: 3 clusters Score -2255649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2255654.500000 Penalty: 3201.962891
	Iteration 130Q: 3 clusters Score -2255654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2255662.250000 Penalty: 3201.962891
	Iteration 131Q: 3 clusters Score -2255662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2255678.750000 Penalty: 3201.962891
	Iteration 132Q: 3 clusters Score -2255679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2255690.750000 Penalty: 3201.962891
	Iteration 133Q: 3 clusters Score -2255691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2255698.500000 Penalty: 3201.962891
	Iteration 134Q: 3 clusters Score -2255698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2255703.750000 Penalty: 3201.962891
	Iteration 135Q: 3 clusters Score -2255704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2255713.750000 Penalty: 3201.962891
	Iteration 136Q: 3 clusters Score -2255714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2255727.000000 Penalty: 3201.962891
	Iteration 137Q: 3 clusters Score -2255727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2255737.250000 Penalty: 3201.962891
	Iteration 138Q: 3 clusters Score -2255737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2255742.750000 Penalty: 3201.962891
	Iteration 139Q: 3 clusters Score -2255743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2255742.250000 Penalty: 3201.962891
	Iteration 140F: 3 clusters Score -2255742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2255744.750000 Penalty: 3201.962891
	Iteration 141Q: 3 clusters Score -2255745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2255750.750000 Penalty: 3201.962891
	Iteration 142Q: 3 clusters Score -2255751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2255754.750000 Penalty: 3201.962891
	Iteration 143Q: 3 clusters Score -2255755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2255755.500000 Penalty: 3201.962891
	Iteration 144Q: 3 clusters Score -2255756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2255757.750000 Penalty: 3201.962891
	Iteration 145Q: 3 clusters Score -2255758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2255759.750000 Penalty: 3201.962891
	Iteration 146Q: 3 clusters Score -2255760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2255765.750000 Penalty: 3201.962891
	Iteration 147Q: 3 clusters Score -2255766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2255769.500000 Penalty: 3201.962891
	Iteration 148Q: 3 clusters Score -2255770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2255775.000000 Penalty: 3201.962891
	Iteration 149Q: 3 clusters Score -2255775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2255775.500000 Penalty: 3201.962891
	Iteration 150Q: 3 clusters Score -2255776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2255779.000000 Penalty: 3201.962891
	Iteration 151Q: 3 clusters Score -2255779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2255786.000000 Penalty: 3201.962891
	Iteration 152Q: 3 clusters Score -2255786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2255790.500000 Penalty: 3201.962891
	Iteration 153Q: 3 clusters Score -2255790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2255790.750000 Penalty: 3201.962891
	Iteration 154Q: 3 clusters Score -2255791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2255799.250000 Penalty: 3201.962891
	Iteration 155Q: 3 clusters Score -2255799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2255802.000000 Penalty: 3201.962891
	Iteration 156Q: 3 clusters Score -2255802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2255802.000000 Penalty: 3201.962891
	Iteration 157Q: 3 clusters Score -2255802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2255802.250000 Penalty: 3201.962891
	Iteration 158Q: 3 clusters Score -2255802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2255800.000000 Penalty: 3201.962891
	Iteration 159Q: 3 clusters Score -2255800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2255803.750000 Penalty: 3201.962891
	Iteration 160F: 3 clusters Score -2255804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2255803.500000 Penalty: 3201.962891
	Iteration 161Q: 3 clusters Score -2255804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2255803.500000 Penalty: 3201.962891
	Iteration 162Q: 3 clusters Score -2255804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2255806.250000 Penalty: 3201.962891
	Iteration 163Q: 3 clusters Score -2255806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2255807.250000 Penalty: 3201.962891
	Iteration 164Q: 3 clusters Score -2255807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2255808.000000 Penalty: 3201.962891
	Iteration 165Q: 3 clusters Score -2255808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2255810.250000 Penalty: 3201.962891
	Iteration 166Q: 3 clusters Score -2255810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2255808.750000 Penalty: 3201.962891
	Iteration 167Q: 3 clusters Score -2255809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2255808.750000 Penalty: 3201.962891
	Iteration 168F: 3 clusters Score -2255809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Entering Unmasked Estep 
Score: -3563418.000000 Penalty: 1663.708740
	Iteration 0F: 2 clusters Score -3563418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3544688.250000 Penalty: 3327.417480
	Iteration 0F: 3 clusters Score -3544688 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3551537.500000 Penalty: 3327.417480
	Iteration 1F: 3 clusters Score -3551538 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -3551934.000000 Penalty: 3327.417480
	Iteration 2Q: 3 clusters Score -3551934 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3552367.250000 Penalty: 3327.417480
	Iteration 3Q: 3 clusters Score -3552367 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -3552896.000000 Penalty: 3327.417480
	Iteration 4Q: 3 clusters Score -3552896 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -3553538.000000 Penalty: 3327.417480
	Iteration 5Q: 3 clusters Score -3553538 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3554377.500000 Penalty: 3327.417480
	Iteration 6F: 3 clusters Score -3554378 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3555455.250000 Penalty: 3327.417480
	Iteration 7F: 3 clusters Score -3555455 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3556683.750000 Penalty: 3327.417480
	Iteration 8F: 3 clusters Score -3556684 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -3557807.250000 Penalty: 3327.417480
	Iteration 9F: 3 clusters Score -3557807 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3558696.250000 Penalty: 3327.417480
	Iteration 10Q: 3 clusters Score -3558696 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -3559347.500000 Penalty: 3327.417480
	Iteration 11Q: 3 clusters Score -3559348 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3559799.000000 Penalty: 3327.417480
	Iteration 12Q: 3 clusters Score -3559799 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3560145.750000 Penalty: 3327.417480
	Iteration 13Q: 3 clusters Score -3560146 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -3560385.250000 Penalty: 3327.417480
	Iteration 14Q: 3 clusters Score -3560385 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3560565.500000 Penalty: 3327.417480
	Iteration 15Q: 3 clusters Score -3560566 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3560706.000000 Penalty: 3327.417480
	Iteration 16Q: 3 clusters Score -3560706 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3560857.000000 Penalty: 3327.417480
	Iteration 17Q: 3 clusters Score -3560857 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3560963.000000 Penalty: 3327.417480
	Iteration 18Q: 3 clusters Score -3560963 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3561068.750000 Penalty: 3327.417480
	Iteration 19Q: 3 clusters Score -3561069 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3561159.750000 Penalty: 3327.417480
	Iteration 20F: 3 clusters Score -3561160 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3561232.500000 Penalty: 3327.417480
	Iteration 21Q: 3 clusters Score -3561232 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3561318.750000 Penalty: 3327.417480
	Iteration 22Q: 3 clusters Score -3561319 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3561376.250000 Penalty: 3327.417480
	Iteration 23Q: 3 clusters Score -3561376 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3561431.250000 Penalty: 3327.417480
	Iteration 24Q: 3 clusters Score -3561431 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3561487.500000 Penalty: 3327.417480
	Iteration 25Q: 3 clusters Score -3561488 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3561592.250000 Penalty: 3327.417480
	Iteration 26Q: 3 clusters Score -3561592 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3561682.250000 Penalty: 3327.417480
	Iteration 27Q: 3 clusters Score -3561682 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3561779.500000 Penalty: 3327.417480
	Iteration 28Q: 3 clusters Score -3561780 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3561870.000000 Penalty: 3327.417480
	Iteration 29Q: 3 clusters Score -3561870 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3561934.250000 Penalty: 3327.417480
	Iteration 30Q: 3 clusters Score -3561934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3562002.000000 Penalty: 3327.417480
	Iteration 31Q: 3 clusters Score -3562002 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3562049.750000 Penalty: 3327.417480
	Iteration 32Q: 3 clusters Score -3562050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3562081.750000 Penalty: 3327.417480
	Iteration 33Q: 3 clusters Score -3562082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3562105.250000 Penalty: 3327.417480
	Iteration 34Q: 3 clusters Score -3562105 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3562129.500000 Penalty: 3327.417480
	Iteration 35Q: 3 clusters Score -3562130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3562147.000000 Penalty: 3327.417480
	Iteration 36Q: 3 clusters Score -3562147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3562154.250000 Penalty: 3327.417480
	Iteration 37Q: 3 clusters Score -3562154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3562163.750000 Penalty: 3327.417480
	Iteration 38Q: 3 clusters Score -3562164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3562171.000000 Penalty: 3327.417480
	Iteration 39Q: 3 clusters Score -3562171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3562182.750000 Penalty: 3327.417480
	Iteration 40F: 3 clusters Score -3562183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3562188.750000 Penalty: 3327.417480
	Iteration 41Q: 3 clusters Score -3562189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3562199.000000 Penalty: 3327.417480
	Iteration 42Q: 3 clusters Score -3562199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3562201.000000 Penalty: 3327.417480
	Iteration 43Q: 3 clusters Score -3562201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3562205.500000 Penalty: 3327.417480
	Iteration 44Q: 3 clusters Score -3562206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3562211.750000 Penalty: 3327.417480
	Iteration 45Q: 3 clusters Score -3562212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3562209.000000 Penalty: 3327.417480
	Iteration 46Q: 3 clusters Score -3562209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3562210.000000 Penalty: 3327.417480
	Iteration 47Q: 3 clusters Score -3562210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3562213.250000 Penalty: 3327.417480
	Iteration 48Q: 3 clusters Score -3562213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3562211.500000 Penalty: 3327.417480
	Iteration 49Q: 3 clusters Score -3562212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3562211.500000 Penalty: 3327.417480
	Iteration 50F: 3 clusters Score -3562212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -154747.140625 Penalty: 1161.861450
	Iteration 0F: 2 clusters Score -154747.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -153114.531250 Penalty: 2323.722900
	Iteration 0F: 3 clusters Score -153114.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -153436.500000 Penalty: 2323.722900
	Iteration 1F: 3 clusters Score -153436.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -153517.531250 Penalty: 2323.722900
	Iteration 2F: 3 clusters Score -153517.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -153565.187500 Penalty: 2323.722900
	Iteration 3Q: 3 clusters Score -153565.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -153593.968750 Penalty: 2323.722900
	Iteration 4Q: 3 clusters Score -153594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -153610.843750 Penalty: 2323.722900
	Iteration 5Q: 3 clusters Score -153610.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -153617.468750 Penalty: 2323.722900
	Iteration 6Q: 3 clusters Score -153617.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -153619.562500 Penalty: 2323.722900
	Iteration 7Q: 3 clusters Score -153619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -153621.906250 Penalty: 2323.722900
	Iteration 8Q: 3 clusters Score -153621.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -153623.703125 Penalty: 2323.722900
	Iteration 9Q: 3 clusters Score -153623.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -153625.890625 Penalty: 2323.722900
	Iteration 10Q: 3 clusters Score -153625.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -153626.718750 Penalty: 2323.722900
	Iteration 11Q: 3 clusters Score -153626.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -153627.562500 Penalty: 2323.722900
	Iteration 12Q: 3 clusters Score -153627.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -153634.484375 Penalty: 2323.722900
	Iteration 13Q: 3 clusters Score -153634.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -153640.156250 Penalty: 2323.722900
	Iteration 14Q: 3 clusters Score -153640.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -153646.156250 Penalty: 2323.722900
	Iteration 15Q: 3 clusters Score -153646.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -153651.562500 Penalty: 2323.722900
	Iteration 16Q: 3 clusters Score -153651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -153656.140625 Penalty: 2323.722900
	Iteration 17Q: 3 clusters Score -153656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -153659.312500 Penalty: 2323.722900
	Iteration 18Q: 3 clusters Score -153659.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -153663.734375 Penalty: 2323.722900
	Iteration 19Q: 3 clusters Score -153663.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -153665.640625 Penalty: 2323.722900
	Iteration 20F: 3 clusters Score -153665.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -153667.515625 Penalty: 2323.722900
	Iteration 21Q: 3 clusters Score -153667.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -153667.515625 Penalty: 2323.722900
	Iteration 22F: 3 clusters Score -153667.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Entering Unmasked Estep 
Score: -475338.937500 Penalty: 1339.319458
	Iteration 0F: 2 clusters Score -475338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -472129.843750 Penalty: 2678.638916
	Iteration 0F: 3 clusters Score -472129.8 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -472936.000000 Penalty: 2678.638916
	Iteration 1F: 3 clusters Score -472936 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -473082.250000 Penalty: 2678.638916
	Iteration 2F: 3 clusters Score -473082.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -473171.937500 Penalty: 2678.638916
	Iteration 3Q: 3 clusters Score -473171.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -473238.187500 Penalty: 2678.638916
	Iteration 4Q: 3 clusters Score -473238.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -473290.250000 Penalty: 2678.638916
	Iteration 5Q: 3 clusters Score -473290.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -473337.906250 Penalty: 2678.638916
	Iteration 6Q: 3 clusters Score -473337.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -473391.500000 Penalty: 2678.638916
	Iteration 7Q: 3 clusters Score -473391.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -473445.468750 Penalty: 2678.638916
	Iteration 8Q: 3 clusters Score -473445.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -473499.843750 Penalty: 2678.638916
	Iteration 9Q: 3 clusters Score -473499.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -473563.437500 Penalty: 2678.638916
	Iteration 10Q: 3 clusters Score -473563.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -473653.906250 Penalty: 2678.638916
	Iteration 11Q: 3 clusters Score -473653.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -473759.718750 Penalty: 2678.638916
	Iteration 12Q: 3 clusters Score -473759.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -473885.000000 Penalty: 2678.638916
	Iteration 13Q: 3 clusters Score -473885 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -474002.875000 Penalty: 2678.638916
	Iteration 14Q: 3 clusters Score -474002.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -474087.906250 Penalty: 2678.638916
	Iteration 15Q: 3 clusters Score -474087.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -474154.593750 Penalty: 2678.638916
	Iteration 16Q: 3 clusters Score -474154.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -474217.781250 Penalty: 2678.638916
	Iteration 17Q: 3 clusters Score -474217.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -474260.531250 Penalty: 2678.638916
	Iteration 18Q: 3 clusters Score -474260.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -474289.406250 Penalty: 2678.638916
	Iteration 19Q: 3 clusters Score -474289.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -474312.562500 Penalty: 2678.638916
	Iteration 20F: 3 clusters Score -474312.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -474328.156250 Penalty: 2678.638916
	Iteration 21Q: 3 clusters Score -474328.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -474342.843750 Penalty: 2678.638916
	Iteration 22Q: 3 clusters Score -474342.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -474362.093750 Penalty: 2678.638916
	Iteration 23Q: 3 clusters Score -474362.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -474377.187500 Penalty: 2678.638916
	Iteration 24Q: 3 clusters Score -474377.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -474391.656250 Penalty: 2678.638916
	Iteration 25Q: 3 clusters Score -474391.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -474406.937500 Penalty: 2678.638916
	Iteration 26Q: 3 clusters Score -474406.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -474421.437500 Penalty: 2678.638916
	Iteration 27Q: 3 clusters Score -474421.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -474436.437500 Penalty: 2678.638916
	Iteration 28Q: 3 clusters Score -474436.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -474448.687500 Penalty: 2678.638916
	Iteration 29Q: 3 clusters Score -474448.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -474457.093750 Penalty: 2678.638916
	Iteration 30Q: 3 clusters Score -474457.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -474460.593750 Penalty: 2678.638916
	Iteration 31Q: 3 clusters Score -474460.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -474466.250000 Penalty: 2678.638916
	Iteration 32Q: 3 clusters Score -474466.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -474471.843750 Penalty: 2678.638916
	Iteration 33Q: 3 clusters Score -474471.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -474478.875000 Penalty: 2678.638916
	Iteration 34Q: 3 clusters Score -474478.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -474484.062500 Penalty: 2678.638916
	Iteration 35Q: 3 clusters Score -474484.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -474487.687500 Penalty: 2678.638916
	Iteration 36Q: 3 clusters Score -474487.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -474490.406250 Penalty: 2678.638916
	Iteration 37Q: 3 clusters Score -474490.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -474496.406250 Penalty: 2678.638916
	Iteration 38Q: 3 clusters Score -474496.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -474500.375000 Penalty: 2678.638916
	Iteration 39Q: 3 clusters Score -474500.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -474514.437500 Penalty: 2678.638916
	Iteration 40F: 3 clusters Score -474514.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -474527.406250 Penalty: 2678.638916
	Iteration 41Q: 3 clusters Score -474527.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -474543.687500 Penalty: 2678.638916
	Iteration 42Q: 3 clusters Score -474543.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -474555.968750 Penalty: 2678.638916
	Iteration 43Q: 3 clusters Score -474556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -474569.156250 Penalty: 2678.638916
	Iteration 44Q: 3 clusters Score -474569.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -474578.531250 Penalty: 2678.638916
	Iteration 45Q: 3 clusters Score -474578.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -474590.375000 Penalty: 2678.638916
	Iteration 46Q: 3 clusters Score -474590.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -474597.906250 Penalty: 2678.638916
	Iteration 47Q: 3 clusters Score -474597.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -474607.625000 Penalty: 2678.638916
	Iteration 48Q: 3 clusters Score -474607.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -474617.031250 Penalty: 2678.638916
	Iteration 49Q: 3 clusters Score -474617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -474625.093750 Penalty: 2678.638916
	Iteration 50Q: 3 clusters Score -474625.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -474627.843750 Penalty: 2678.638916
	Iteration 51Q: 3 clusters Score -474627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -474628.500000 Penalty: 2678.638916
	Iteration 52Q: 3 clusters Score -474628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -474628.968750 Penalty: 2678.638916
	Iteration 53Q: 3 clusters Score -474629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -474629.812500 Penalty: 2678.638916
	Iteration 54Q: 3 clusters Score -474629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -474630.593750 Penalty: 2678.638916
	Iteration 55Q: 3 clusters Score -474630.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -474630.031250 Penalty: 2678.638916
	Iteration 56Q: 3 clusters Score -474630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -474630.437500 Penalty: 2678.638916
	Iteration 57Q: 3 clusters Score -474630.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -474630.437500 Penalty: 2678.638916
	Iteration 58F: 3 clusters Score -474630.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Entering Unmasked Estep 
Score: -2931341.250000 Penalty: 1635.093506
	Iteration 0F: 2 clusters Score -2931341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2915481.000000 Penalty: 3270.187012
	Iteration 0F: 3 clusters Score -2915481 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2921386.500000 Penalty: 3270.187012
	Iteration 1F: 3 clusters Score -2921386 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2921962.500000 Penalty: 3270.187012
	Iteration 2F: 3 clusters Score -2921962 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2922609.750000 Penalty: 3270.187012
	Iteration 3F: 3 clusters Score -2922610 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2923260.500000 Penalty: 3270.187012
	Iteration 4F: 3 clusters Score -2923260 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2923914.250000 Penalty: 3270.187012
	Iteration 5F: 3 clusters Score -2923914 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2924482.250000 Penalty: 3270.187012
	Iteration 6F: 3 clusters Score -2924482 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2924936.250000 Penalty: 3270.187012
	Iteration 7Q: 3 clusters Score -2924936 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2925265.500000 Penalty: 3270.187012
	Iteration 8Q: 3 clusters Score -2925266 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2925521.250000 Penalty: 3270.187012
	Iteration 9Q: 3 clusters Score -2925521 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2925714.000000 Penalty: 3270.187012
	Iteration 10Q: 3 clusters Score -2925714 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2925884.500000 Penalty: 3270.187012
	Iteration 11Q: 3 clusters Score -2925884 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2926041.500000 Penalty: 3270.187012
	Iteration 12Q: 3 clusters Score -2926042 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2926186.250000 Penalty: 3270.187012
	Iteration 13Q: 3 clusters Score -2926186 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2926321.250000 Penalty: 3270.187012
	Iteration 14Q: 3 clusters Score -2926321 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2926477.250000 Penalty: 3270.187012
	Iteration 15Q: 3 clusters Score -2926477 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2926653.250000 Penalty: 3270.187012
	Iteration 16Q: 3 clusters Score -2926653 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2926847.250000 Penalty: 3270.187012
	Iteration 17Q: 3 clusters Score -2926847 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2927077.250000 Penalty: 3270.187012
	Iteration 18Q: 3 clusters Score -2927077 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2927355.750000 Penalty: 3270.187012
	Iteration 19Q: 3 clusters Score -2927356 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2927662.250000 Penalty: 3270.187012
	Iteration 20F: 3 clusters Score -2927662 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2927995.500000 Penalty: 3270.187012
	Iteration 21Q: 3 clusters Score -2927996 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2928334.500000 Penalty: 3270.187012
	Iteration 22Q: 3 clusters Score -2928334 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2928660.750000 Penalty: 3270.187012
	Iteration 23Q: 3 clusters Score -2928661 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2928939.000000 Penalty: 3270.187012
	Iteration 24Q: 3 clusters Score -2928939 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2929192.750000 Penalty: 3270.187012
	Iteration 25Q: 3 clusters Score -2929193 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2929385.250000 Penalty: 3270.187012
	Iteration 26Q: 3 clusters Score -2929385 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2929551.500000 Penalty: 3270.187012
	Iteration 27Q: 3 clusters Score -2929552 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2929670.750000 Penalty: 3270.187012
	Iteration 28Q: 3 clusters Score -2929671 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2929769.250000 Penalty: 3270.187012
	Iteration 29Q: 3 clusters Score -2929769 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2929827.500000 Penalty: 3270.187012
	Iteration 30Q: 3 clusters Score -2929828 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2929877.500000 Penalty: 3270.187012
	Iteration 31Q: 3 clusters Score -2929878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -2929909.750000 Penalty: 3270.187012
	Iteration 32Q: 3 clusters Score -2929910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2929944.500000 Penalty: 3270.187012
	Iteration 33Q: 3 clusters Score -2929944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2929972.250000 Penalty: 3270.187012
	Iteration 34Q: 3 clusters Score -2929972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2929995.750000 Penalty: 3270.187012
	Iteration 35Q: 3 clusters Score -2929996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2930017.750000 Penalty: 3270.187012
	Iteration 36Q: 3 clusters Score -2930018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2930039.500000 Penalty: 3270.187012
	Iteration 37Q: 3 clusters Score -2930040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2930050.250000 Penalty: 3270.187012
	Iteration 38Q: 3 clusters Score -2930050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2930056.750000 Penalty: 3270.187012
	Iteration 39Q: 3 clusters Score -2930057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2930068.000000 Penalty: 3270.187012
	Iteration 40F: 3 clusters Score -2930068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -2930072.750000 Penalty: 3270.187012
	Iteration 41Q: 3 clusters Score -2930073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2930076.250000 Penalty: 3270.187012
	Iteration 42Q: 3 clusters Score -2930076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2930081.000000 Penalty: 3270.187012
	Iteration 43Q: 3 clusters Score -2930081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2930086.000000 Penalty: 3270.187012
	Iteration 44Q: 3 clusters Score -2930086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2930092.750000 Penalty: 3270.187012
	Iteration 45Q: 3 clusters Score -2930093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -2930094.000000 Penalty: 3270.187012
	Iteration 46Q: 3 clusters Score -2930094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -2930099.500000 Penalty: 3270.187012
	Iteration 47Q: 3 clusters Score -2930100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2930100.000000 Penalty: 3270.187012
	Iteration 48Q: 3 clusters Score -2930100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2930105.250000 Penalty: 3270.187012
	Iteration 49Q: 3 clusters Score -2930105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -2930104.750000 Penalty: 3270.187012
	Iteration 50Q: 3 clusters Score -2930105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2930110.750000 Penalty: 3270.187012
	Iteration 51Q: 3 clusters Score -2930111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2930112.250000 Penalty: 3270.187012
	Iteration 52Q: 3 clusters Score -2930112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2930115.250000 Penalty: 3270.187012
	Iteration 53Q: 3 clusters Score -2930115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -2930114.500000 Penalty: 3270.187012
	Iteration 54Q: 3 clusters Score -2930114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -2930113.500000 Penalty: 3270.187012
	Iteration 55Q: 3 clusters Score -2930114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -2930115.000000 Penalty: 3270.187012
	Iteration 56Q: 3 clusters Score -2930115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -2930114.000000 Penalty: 3270.187012
	Iteration 57Q: 3 clusters Score -2930114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -2930114.000000 Penalty: 3270.187012
	Iteration 58F: 3 clusters Score -2930114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -111924.367188 Penalty: 1124.448608
	Iteration 0F: 2 clusters Score -111924.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -110476.929688 Penalty: 2248.897217
	Iteration 0F: 3 clusters Score -110476.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -110770.937500 Penalty: 2248.897217
	Iteration 1F: 3 clusters Score -110770.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -110915.117188 Penalty: 2248.897217
	Iteration 2F: 3 clusters Score -110915.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -111005.703125 Penalty: 2248.897217
	Iteration 3F: 3 clusters Score -111005.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -111074.382812 Penalty: 2248.897217
	Iteration 4F: 3 clusters Score -111074.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -111111.421875 Penalty: 2248.897217
	Iteration 5Q: 3 clusters Score -111111.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -111133.281250 Penalty: 2248.897217
	Iteration 6Q: 3 clusters Score -111133.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -111148.851562 Penalty: 2248.897217
	Iteration 7Q: 3 clusters Score -111148.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -111173.406250 Penalty: 2248.897217
	Iteration 8Q: 3 clusters Score -111173.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -111190.039062 Penalty: 2248.897217
	Iteration 9Q: 3 clusters Score -111190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111222.093750 Penalty: 2248.897217
	Iteration 10Q: 3 clusters Score -111222.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111280.398438 Penalty: 2248.897217
	Iteration 11Q: 3 clusters Score -111280.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -111375.992188 Penalty: 2248.897217
	Iteration 12Q: 3 clusters Score -111376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111461.210938 Penalty: 2248.897217
	Iteration 13Q: 3 clusters Score -111461.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -111554.390625 Penalty: 2248.897217
	Iteration 14Q: 3 clusters Score -111554.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -111642.000000 Penalty: 2248.897217
	Iteration 15Q: 3 clusters Score -111642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -111729.203125 Penalty: 2248.897217
	Iteration 16Q: 3 clusters Score -111729.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -111788.937500 Penalty: 2248.897217
	Iteration 17Q: 3 clusters Score -111788.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -111829.679688 Penalty: 2248.897217
	Iteration 18Q: 3 clusters Score -111829.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -111842.601562 Penalty: 2248.897217
	Iteration 19Q: 3 clusters Score -111842.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -111861.578125 Penalty: 2248.897217
	Iteration 20F: 3 clusters Score -111861.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -111889.679688 Penalty: 2248.897217
	Iteration 21Q: 3 clusters Score -111889.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -111903.921875 Penalty: 2248.897217
	Iteration 22Q: 3 clusters Score -111903.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -111912.289062 Penalty: 2248.897217
	Iteration 23Q: 3 clusters Score -111912.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -111921.843750 Penalty: 2248.897217
	Iteration 24Q: 3 clusters Score -111921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -111934.039062 Penalty: 2248.897217
	Iteration 25Q: 3 clusters Score -111934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -111936.960938 Penalty: 2248.897217
	Iteration 26Q: 3 clusters Score -111937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -111937.484375 Penalty: 2248.897217
	Iteration 27Q: 3 clusters Score -111937.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -111937.484375 Penalty: 2248.897217
	Iteration 28F: 3 clusters Score -111937.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 27951 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23438 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133582 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 72997 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88295 members 
Mstep: Class 14 contains 3824 members 
Mstep: Class 15 contains 26874 members 
Mstep: Class 16 contains 134678 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16888 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27675 members 
Mstep: Class 23 contains 85116 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11473 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7848 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 216 members 
Entering Unmasked Estep 
Score: -108941672.000000 Penalty: 73429.796875
Splitting cluster 7 changes total score from -108942736.000000 to -108941672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Entering Unmasked Estep 
Score: -558175.750000 Penalty: 1364.044678
	Iteration 0F: 2 clusters Score -558175.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -554543.375000 Penalty: 2728.089355
	Iteration 0F: 3 clusters Score -554543.4 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -555536.000000 Penalty: 2728.089355
	Iteration 1F: 3 clusters Score -555536 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -555786.562500 Penalty: 2728.089355
	Iteration 2F: 3 clusters Score -555786.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -555960.187500 Penalty: 2728.089355
	Iteration 3F: 3 clusters Score -555960.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -556113.000000 Penalty: 2728.089355
	Iteration 4F: 3 clusters Score -556113 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -556225.812500 Penalty: 2728.089355
	Iteration 5Q: 3 clusters Score -556225.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -556336.312500 Penalty: 2728.089355
	Iteration 6Q: 3 clusters Score -556336.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -556421.500000 Penalty: 2728.089355
	Iteration 7Q: 3 clusters Score -556421.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -556485.562500 Penalty: 2728.089355
	Iteration 8Q: 3 clusters Score -556485.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -556552.812500 Penalty: 2728.089355
	Iteration 9Q: 3 clusters Score -556552.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -556616.937500 Penalty: 2728.089355
	Iteration 10Q: 3 clusters Score -556616.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -556669.875000 Penalty: 2728.089355
	Iteration 11Q: 3 clusters Score -556669.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -556718.750000 Penalty: 2728.089355
	Iteration 12Q: 3 clusters Score -556718.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -556757.000000 Penalty: 2728.089355
	Iteration 13Q: 3 clusters Score -556757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -556796.562500 Penalty: 2728.089355
	Iteration 14Q: 3 clusters Score -556796.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -556826.125000 Penalty: 2728.089355
	Iteration 15Q: 3 clusters Score -556826.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -556848.000000 Penalty: 2728.089355
	Iteration 16Q: 3 clusters Score -556848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -556875.062500 Penalty: 2728.089355
	Iteration 17Q: 3 clusters Score -556875.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -556893.875000 Penalty: 2728.089355
	Iteration 18Q: 3 clusters Score -556893.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -556902.500000 Penalty: 2728.089355
	Iteration 19Q: 3 clusters Score -556902.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -556914.812500 Penalty: 2728.089355
	Iteration 20F: 3 clusters Score -556914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -556924.375000 Penalty: 2728.089355
	Iteration 21Q: 3 clusters Score -556924.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -556931.562500 Penalty: 2728.089355
	Iteration 22Q: 3 clusters Score -556931.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -556937.500000 Penalty: 2728.089355
	Iteration 23Q: 3 clusters Score -556937.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -556941.250000 Penalty: 2728.089355
	Iteration 24Q: 3 clusters Score -556941.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -556948.687500 Penalty: 2728.089355
	Iteration 25Q: 3 clusters Score -556948.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -556954.312500 Penalty: 2728.089355
	Iteration 26Q: 3 clusters Score -556954.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -556956.187500 Penalty: 2728.089355
	Iteration 27Q: 3 clusters Score -556956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -556956.562500 Penalty: 2728.089355
	Iteration 28Q: 3 clusters Score -556956.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -556959.750000 Penalty: 2728.089355
	Iteration 29Q: 3 clusters Score -556959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -556962.750000 Penalty: 2728.089355
	Iteration 30Q: 3 clusters Score -556962.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -556964.500000 Penalty: 2728.089355
	Iteration 31Q: 3 clusters Score -556964.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -556964.500000 Penalty: 2728.089355
	Iteration 32F: 3 clusters Score -556964.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (133582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133582 members 
Entering Unmasked Estep 
Score: -17080578.000000 Penalty: 1917.901611
	Iteration 0F: 2 clusters Score -1.708058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66789 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -16999434.000000 Penalty: 3835.803223
	Iteration 0F: 3 clusters Score -1.699943e+07 nChanged 64295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -17037514.000000 Penalty: 3835.803223
	Iteration 1F: 3 clusters Score -1.703751e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -17038558.000000 Penalty: 3835.803223
	Iteration 2Q: 3 clusters Score -1.703856e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 69158 members 
Entering Unmasked Estep 
Score: -17039860.000000 Penalty: 3835.803223
	Iteration 3Q: 3 clusters Score -1.703986e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -17041960.000000 Penalty: 3835.803223
	Iteration 4Q: 3 clusters Score -1.704196e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -17044768.000000 Penalty: 3835.803223
	Iteration 5Q: 3 clusters Score -1.704477e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 76583 members 
Entering Unmasked Estep 
Score: -17049468.000000 Penalty: 3835.803223
	Iteration 6F: 3 clusters Score -1.704947e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 80520 members 
Entering Unmasked Estep 
Score: -17057104.000000 Penalty: 3835.803223
	Iteration 7F: 3 clusters Score -1.70571e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 83707 members 
Entering Unmasked Estep 
Score: -17066454.000000 Penalty: 3835.803223
	Iteration 8F: 3 clusters Score -1.706645e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 85010 members 
Entering Unmasked Estep 
Score: -17071594.000000 Penalty: 3835.803223
	Iteration 9F: 3 clusters Score -1.707159e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -17073064.000000 Penalty: 3835.803223
	Iteration 10Q: 3 clusters Score -1.707306e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -17073458.000000 Penalty: 3835.803223
	Iteration 11Q: 3 clusters Score -1.707346e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 84478 members 
Entering Unmasked Estep 
Score: -17073674.000000 Penalty: 3835.803223
	Iteration 12Q: 3 clusters Score -1.707367e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -17073952.000000 Penalty: 3835.803223
	Iteration 13Q: 3 clusters Score -1.707395e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -17074096.000000 Penalty: 3835.803223
	Iteration 14Q: 3 clusters Score -1.70741e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -17074198.000000 Penalty: 3835.803223
	Iteration 15Q: 3 clusters Score -1.70742e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 81700 members 
Entering Unmasked Estep 
Score: -17074210.000000 Penalty: 3835.803223
	Iteration 16Q: 3 clusters Score -1.707421e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -17074256.000000 Penalty: 3835.803223
	Iteration 17Q: 3 clusters Score -1.707426e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 80074 members 
Entering Unmasked Estep 
Score: -17074336.000000 Penalty: 3835.803223
	Iteration 18Q: 3 clusters Score -1.707434e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
Score: -17074418.000000 Penalty: 3835.803223
	Iteration 19Q: 3 clusters Score -1.707442e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 78361 members 
Entering Unmasked Estep 
Score: -17074516.000000 Penalty: 3835.803223
	Iteration 20F: 3 clusters Score -1.707452e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 77482 members 
Entering Unmasked Estep 
Score: -17074450.000000 Penalty: 3835.803223
	Iteration 21Q: 3 clusters Score -1.707445e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -17074486.000000 Penalty: 3835.803223
	Iteration 22Q: 3 clusters Score -1.707449e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 75583 members 
Entering Unmasked Estep 
Score: -17074540.000000 Penalty: 3835.803223
	Iteration 23Q: 3 clusters Score -1.707454e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
Score: -17074650.000000 Penalty: 3835.803223
	Iteration 24Q: 3 clusters Score -1.707465e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 73660 members 
Entering Unmasked Estep 
Score: -17074706.000000 Penalty: 3835.803223
	Iteration 25Q: 3 clusters Score -1.707471e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -17074704.000000 Penalty: 3835.803223
	Iteration 26Q: 3 clusters Score -1.70747e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -17074772.000000 Penalty: 3835.803223
	Iteration 27Q: 3 clusters Score -1.707477e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 70891 members 
Entering Unmasked Estep 
Score: -17074846.000000 Penalty: 3835.803223
	Iteration 28Q: 3 clusters Score -1.707485e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 69797 members 
Entering Unmasked Estep 
Score: -17074872.000000 Penalty: 3835.803223
	Iteration 29Q: 3 clusters Score -1.707487e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -17074884.000000 Penalty: 3835.803223
	Iteration 30Q: 3 clusters Score -1.707488e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -17074988.000000 Penalty: 3835.803223
	Iteration 31Q: 3 clusters Score -1.707499e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 66312 members 
Entering Unmasked Estep 
Score: -17075052.000000 Penalty: 3835.803223
	Iteration 32Q: 3 clusters Score -1.707505e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 65113 members 
Entering Unmasked Estep 
Score: -17075086.000000 Penalty: 3835.803223
	Iteration 33Q: 3 clusters Score -1.707509e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -17075102.000000 Penalty: 3835.803223
	Iteration 34Q: 3 clusters Score -1.70751e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 62822 members 
Entering Unmasked Estep 
Score: -17075136.000000 Penalty: 3835.803223
	Iteration 35Q: 3 clusters Score -1.707514e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -17075250.000000 Penalty: 3835.803223
	Iteration 36Q: 3 clusters Score -1.707525e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 60608 members 
Entering Unmasked Estep 
Score: -17075330.000000 Penalty: 3835.803223
	Iteration 37Q: 3 clusters Score -1.707533e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74017 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -17075374.000000 Penalty: 3835.803223
	Iteration 38Q: 3 clusters Score -1.707537e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -17075370.000000 Penalty: 3835.803223
	Iteration 39Q: 3 clusters Score -1.707537e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -17075404.000000 Penalty: 3835.803223
	Iteration 40F: 3 clusters Score -1.70754e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76809 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -17075442.000000 Penalty: 3835.803223
	Iteration 41Q: 3 clusters Score -1.707544e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -17075440.000000 Penalty: 3835.803223
	Iteration 42Q: 3 clusters Score -1.707544e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -17075462.000000 Penalty: 3835.803223
	Iteration 43Q: 3 clusters Score -1.707546e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -17075418.000000 Penalty: 3835.803223
	Iteration 44Q: 3 clusters Score -1.707542e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79490 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -17075402.000000 Penalty: 3835.803223
	Iteration 45Q: 3 clusters Score -1.70754e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -17075434.000000 Penalty: 3835.803223
	Iteration 46Q: 3 clusters Score -1.707543e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -17075418.000000 Penalty: 3835.803223
	Iteration 47Q: 3 clusters Score -1.707542e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -17075416.000000 Penalty: 3835.803223
	Iteration 48Q: 3 clusters Score -1.707542e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81704 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -17075364.000000 Penalty: 3835.803223
	Iteration 49Q: 3 clusters Score -1.707536e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -17075276.000000 Penalty: 3835.803223
	Iteration 50Q: 3 clusters Score -1.707528e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -17075200.000000 Penalty: 3835.803223
	Iteration 51Q: 3 clusters Score -1.70752e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -17075194.000000 Penalty: 3835.803223
	Iteration 52Q: 3 clusters Score -1.707519e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -17075254.000000 Penalty: 3835.803223
	Iteration 53Q: 3 clusters Score -1.707525e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84161 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -17075322.000000 Penalty: 3835.803223
	Iteration 54Q: 3 clusters Score -1.707532e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84642 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -17075326.000000 Penalty: 3835.803223
	Iteration 55Q: 3 clusters Score -1.707533e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85175 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -17075270.000000 Penalty: 3835.803223
	Iteration 56Q: 3 clusters Score -1.707527e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85682 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -17075262.000000 Penalty: 3835.803223
	Iteration 57Q: 3 clusters Score -1.707526e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -17075240.000000 Penalty: 3835.803223
	Iteration 58Q: 3 clusters Score -1.707524e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -17075222.000000 Penalty: 3835.803223
	Iteration 59Q: 3 clusters Score -1.707522e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87315 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -17075240.000000 Penalty: 3835.803223
	Iteration 60F: 3 clusters Score -1.707524e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -17075206.000000 Penalty: 3835.803223
	Iteration 61Q: 3 clusters Score -1.707521e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88547 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -17075236.000000 Penalty: 3835.803223
	Iteration 62Q: 3 clusters Score -1.707524e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89145 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -17075180.000000 Penalty: 3835.803223
	Iteration 63Q: 3 clusters Score -1.707518e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89682 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -17075118.000000 Penalty: 3835.803223
	Iteration 64Q: 3 clusters Score -1.707512e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90230 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -17075092.000000 Penalty: 3835.803223
	Iteration 65Q: 3 clusters Score -1.707509e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90806 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -17075092.000000 Penalty: 3835.803223
	Iteration 66Q: 3 clusters Score -1.707509e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -17075106.000000 Penalty: 3835.803223
	Iteration 67Q: 3 clusters Score -1.707511e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91920 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -17075082.000000 Penalty: 3835.803223
	Iteration 68Q: 3 clusters Score -1.707508e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92476 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -17075062.000000 Penalty: 3835.803223
	Iteration 69Q: 3 clusters Score -1.707506e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93036 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -17075094.000000 Penalty: 3835.803223
	Iteration 70Q: 3 clusters Score -1.707509e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -17075070.000000 Penalty: 3835.803223
	Iteration 71Q: 3 clusters Score -1.707507e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -17075040.000000 Penalty: 3835.803223
	Iteration 72Q: 3 clusters Score -1.707504e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -17075032.000000 Penalty: 3835.803223
	Iteration 73Q: 3 clusters Score -1.707503e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95480 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -17075020.000000 Penalty: 3835.803223
	Iteration 74Q: 3 clusters Score -1.707502e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -17075044.000000 Penalty: 3835.803223
	Iteration 75Q: 3 clusters Score -1.707504e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -17074936.000000 Penalty: 3835.803223
	Iteration 76Q: 3 clusters Score -1.707494e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97506 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -17074888.000000 Penalty: 3835.803223
	Iteration 77Q: 3 clusters Score -1.707489e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98220 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -17074888.000000 Penalty: 3835.803223
	Iteration 78Q: 3 clusters Score -1.707489e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98986 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -17074910.000000 Penalty: 3835.803223
	Iteration 79Q: 3 clusters Score -1.707491e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99791 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -17074874.000000 Penalty: 3835.803223
	Iteration 80F: 3 clusters Score -1.707487e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100596 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -17074844.000000 Penalty: 3835.803223
	Iteration 81Q: 3 clusters Score -1.707484e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101466 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -17074882.000000 Penalty: 3835.803223
	Iteration 82Q: 3 clusters Score -1.707488e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102400 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -17074964.000000 Penalty: 3835.803223
	Iteration 83Q: 3 clusters Score -1.707496e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103393 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -17075076.000000 Penalty: 3835.803223
	Iteration 84Q: 3 clusters Score -1.707508e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104457 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -17075212.000000 Penalty: 3835.803223
	Iteration 85Q: 3 clusters Score -1.707521e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105592 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -17075346.000000 Penalty: 3835.803223
	Iteration 86Q: 3 clusters Score -1.707535e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106819 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -17075518.000000 Penalty: 3835.803223
	Iteration 87Q: 3 clusters Score -1.707552e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108063 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -17075678.000000 Penalty: 3835.803223
	Iteration 88Q: 3 clusters Score -1.707568e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109333 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -17076016.000000 Penalty: 3835.803223
	Iteration 89Q: 3 clusters Score -1.707602e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110611 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -17076488.000000 Penalty: 3835.803223
	Iteration 90Q: 3 clusters Score -1.707649e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111901 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -17076980.000000 Penalty: 3835.803223
	Iteration 91Q: 3 clusters Score -1.707698e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113239 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -17077536.000000 Penalty: 3835.803223
	Iteration 92Q: 3 clusters Score -1.707754e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114575 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -17077954.000000 Penalty: 3835.803223
	Iteration 93Q: 3 clusters Score -1.707795e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115897 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -17078432.000000 Penalty: 3835.803223
	Iteration 94Q: 3 clusters Score -1.707843e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117251 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -17078820.000000 Penalty: 3835.803223
	Iteration 95Q: 3 clusters Score -1.707882e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118656 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -17079152.000000 Penalty: 3835.803223
	Iteration 96Q: 3 clusters Score -1.707915e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120025 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -17079580.000000 Penalty: 3835.803223
	Iteration 97Q: 3 clusters Score -1.707958e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121301 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -17079758.000000 Penalty: 3835.803223
	Iteration 98Q: 3 clusters Score -1.707976e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122488 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -17079904.000000 Penalty: 3835.803223
	Iteration 99Q: 3 clusters Score -1.70799e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123641 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -17080060.000000 Penalty: 3835.803223
	Iteration 100F: 3 clusters Score -1.708006e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124772 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -17080064.000000 Penalty: 3835.803223
	Iteration 101Q: 3 clusters Score -1.708006e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125826 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -17080070.000000 Penalty: 3835.803223
	Iteration 102Q: 3 clusters Score -1.708007e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126838 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -17080118.000000 Penalty: 3835.803223
	Iteration 103Q: 3 clusters Score -1.708012e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127755 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -17080198.000000 Penalty: 3835.803223
	Iteration 104Q: 3 clusters Score -1.70802e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128557 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -17080088.000000 Penalty: 3835.803223
	Iteration 105Q: 3 clusters Score -1.708009e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129289 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -17080008.000000 Penalty: 3835.803223
	Iteration 106Q: 3 clusters Score -1.708001e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129880 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -17079846.000000 Penalty: 3835.803223
	Iteration 107Q: 3 clusters Score -1.707985e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130390 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -17079782.000000 Penalty: 3835.803223
	Iteration 108Q: 3 clusters Score -1.707978e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130791 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -17079786.000000 Penalty: 3835.803223
	Iteration 109Q: 3 clusters Score -1.707979e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131095 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -17079720.000000 Penalty: 3835.803223
	Iteration 110Q: 3 clusters Score -1.707972e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131330 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -17079680.000000 Penalty: 3835.803223
	Iteration 111Q: 3 clusters Score -1.707968e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131517 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -17079668.000000 Penalty: 3835.803223
	Iteration 112Q: 3 clusters Score -1.707967e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131674 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -17079634.000000 Penalty: 3835.803223
	Iteration 113Q: 3 clusters Score -1.707963e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131813 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -17079642.000000 Penalty: 3835.803223
	Iteration 114Q: 3 clusters Score -1.707964e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131919 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -17079638.000000 Penalty: 3835.803223
	Iteration 115Q: 3 clusters Score -1.707964e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132018 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -17079584.000000 Penalty: 3835.803223
	Iteration 116Q: 3 clusters Score -1.707958e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132107 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -17079554.000000 Penalty: 3835.803223
	Iteration 117Q: 3 clusters Score -1.707955e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132170 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -17079566.000000 Penalty: 3835.803223
	Iteration 118Q: 3 clusters Score -1.707957e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132232 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -17079576.000000 Penalty: 3835.803223
	Iteration 119Q: 3 clusters Score -1.707958e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132292 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -17079596.000000 Penalty: 3835.803223
	Iteration 120F: 3 clusters Score -1.70796e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132348 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -17079570.000000 Penalty: 3835.803223
	Iteration 121Q: 3 clusters Score -1.707957e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132398 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -17079552.000000 Penalty: 3835.803223
	Iteration 122Q: 3 clusters Score -1.707955e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132440 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -17079546.000000 Penalty: 3835.803223
	Iteration 123Q: 3 clusters Score -1.707955e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132466 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -17079552.000000 Penalty: 3835.803223
	Iteration 124Q: 3 clusters Score -1.707955e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132481 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -17079570.000000 Penalty: 3835.803223
	Iteration 125Q: 3 clusters Score -1.707957e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132495 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -17079588.000000 Penalty: 3835.803223
	Iteration 126Q: 3 clusters Score -1.707959e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132505 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -17079594.000000 Penalty: 3835.803223
	Iteration 127Q: 3 clusters Score -1.707959e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132514 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -17079610.000000 Penalty: 3835.803223
	Iteration 128Q: 3 clusters Score -1.707961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132524 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -17079600.000000 Penalty: 3835.803223
	Iteration 129Q: 3 clusters Score -1.70796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132536 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -17079598.000000 Penalty: 3835.803223
	Iteration 130Q: 3 clusters Score -1.70796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132548 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -17079602.000000 Penalty: 3835.803223
	Iteration 131Q: 3 clusters Score -1.70796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132558 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -17079620.000000 Penalty: 3835.803223
	Iteration 132Q: 3 clusters Score -1.707962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132576 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -17079604.000000 Penalty: 3835.803223
	Iteration 133Q: 3 clusters Score -1.70796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132584 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -17079614.000000 Penalty: 3835.803223
	Iteration 134Q: 3 clusters Score -1.707961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132588 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -17079614.000000 Penalty: 3835.803223
	Iteration 135Q: 3 clusters Score -1.707961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132601 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -17079602.000000 Penalty: 3835.803223
	Iteration 136Q: 3 clusters Score -1.70796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132613 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -17079586.000000 Penalty: 3835.803223
	Iteration 137Q: 3 clusters Score -1.707959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132620 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -17079596.000000 Penalty: 3835.803223
	Iteration 138Q: 3 clusters Score -1.70796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132627 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -17079588.000000 Penalty: 3835.803223
	Iteration 139Q: 3 clusters Score -1.707959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132632 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -17079592.000000 Penalty: 3835.803223
	Iteration 140F: 3 clusters Score -1.707959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132640 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -17079592.000000 Penalty: 3835.803223
	Iteration 141Q: 3 clusters Score -1.707959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132642 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -17079606.000000 Penalty: 3835.803223
	Iteration 142Q: 3 clusters Score -1.707961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132648 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -17079602.000000 Penalty: 3835.803223
	Iteration 143Q: 3 clusters Score -1.70796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132650 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -17079608.000000 Penalty: 3835.803223
	Iteration 144Q: 3 clusters Score -1.707961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132652 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -17079602.000000 Penalty: 3835.803223
	Iteration 145Q: 3 clusters Score -1.70796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132652 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -17079606.000000 Penalty: 3835.803223
	Iteration 146Q: 3 clusters Score -1.707961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132651 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -17079602.000000 Penalty: 3835.803223
	Iteration 147Q: 3 clusters Score -1.70796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132653 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -17079598.000000 Penalty: 3835.803223
	Iteration 148Q: 3 clusters Score -1.70796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132656 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -17079596.000000 Penalty: 3835.803223
	Iteration 149Q: 3 clusters Score -1.70796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132662 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -17079596.000000 Penalty: 3835.803223
	Iteration 150Q: 3 clusters Score -1.70796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132667 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -17079604.000000 Penalty: 3835.803223
	Iteration 151Q: 3 clusters Score -1.70796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132670 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -17079604.000000 Penalty: 3835.803223
	Iteration 152Q: 3 clusters Score -1.70796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132679 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -17079610.000000 Penalty: 3835.803223
	Iteration 153Q: 3 clusters Score -1.707961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132683 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -17079630.000000 Penalty: 3835.803223
	Iteration 154Q: 3 clusters Score -1.707963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132686 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -17079624.000000 Penalty: 3835.803223
	Iteration 155Q: 3 clusters Score -1.707962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132691 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -17079606.000000 Penalty: 3835.803223
	Iteration 156Q: 3 clusters Score -1.707961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132696 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -17079610.000000 Penalty: 3835.803223
	Iteration 157Q: 3 clusters Score -1.707961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132698 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -17079614.000000 Penalty: 3835.803223
	Iteration 158Q: 3 clusters Score -1.707961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132701 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -17079620.000000 Penalty: 3835.803223
	Iteration 159Q: 3 clusters Score -1.707962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132705 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -17079606.000000 Penalty: 3835.803223
	Iteration 160F: 3 clusters Score -1.707961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132709 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -17079606.000000 Penalty: 3835.803223
	Iteration 161Q: 3 clusters Score -1.707961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132713 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -17079604.000000 Penalty: 3835.803223
	Iteration 162Q: 3 clusters Score -1.70796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132712 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -17079598.000000 Penalty: 3835.803223
	Iteration 163Q: 3 clusters Score -1.70796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132710 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -17079600.000000 Penalty: 3835.803223
	Iteration 164Q: 3 clusters Score -1.70796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132710 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -17079600.000000 Penalty: 3835.803223
	Iteration 165F: 3 clusters Score -1.70796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Entering Unmasked Estep 
Score: -1158237.125000 Penalty: 1483.677368
	Iteration 0F: 2 clusters Score -1158237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1151563.250000 Penalty: 2967.354736
	Iteration 0F: 3 clusters Score -1151563 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1153616.125000 Penalty: 2967.354736
	Iteration 1F: 3 clusters Score -1153616 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1153902.375000 Penalty: 2967.354736
	Iteration 2F: 3 clusters Score -1153902 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1154133.375000 Penalty: 2967.354736
	Iteration 3F: 3 clusters Score -1154133 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1154296.625000 Penalty: 2967.354736
	Iteration 4Q: 3 clusters Score -1154297 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1154456.875000 Penalty: 2967.354736
	Iteration 5Q: 3 clusters Score -1154457 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1154646.625000 Penalty: 2967.354736
	Iteration 6Q: 3 clusters Score -1154647 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1154852.750000 Penalty: 2967.354736
	Iteration 7Q: 3 clusters Score -1154853 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1155069.000000 Penalty: 2967.354736
	Iteration 8Q: 3 clusters Score -1155069 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1155297.375000 Penalty: 2967.354736
	Iteration 9Q: 3 clusters Score -1155297 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1155494.750000 Penalty: 2967.354736
	Iteration 10Q: 3 clusters Score -1155495 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1155664.875000 Penalty: 2967.354736
	Iteration 11Q: 3 clusters Score -1155665 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1155838.500000 Penalty: 2967.354736
	Iteration 12Q: 3 clusters Score -1155838 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1156014.750000 Penalty: 2967.354736
	Iteration 13Q: 3 clusters Score -1156015 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1156134.000000 Penalty: 2967.354736
	Iteration 14Q: 3 clusters Score -1156134 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1156208.375000 Penalty: 2967.354736
	Iteration 15Q: 3 clusters Score -1156208 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1156259.250000 Penalty: 2967.354736
	Iteration 16Q: 3 clusters Score -1156259 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1156308.375000 Penalty: 2967.354736
	Iteration 17Q: 3 clusters Score -1156308 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1156361.500000 Penalty: 2967.354736
	Iteration 18Q: 3 clusters Score -1156362 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1156408.375000 Penalty: 2967.354736
	Iteration 19Q: 3 clusters Score -1156408 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1156454.375000 Penalty: 2967.354736
	Iteration 20F: 3 clusters Score -1156454 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1156495.625000 Penalty: 2967.354736
	Iteration 21Q: 3 clusters Score -1156496 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1156537.875000 Penalty: 2967.354736
	Iteration 22Q: 3 clusters Score -1156538 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1156584.625000 Penalty: 2967.354736
	Iteration 23Q: 3 clusters Score -1156585 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1156644.875000 Penalty: 2967.354736
	Iteration 24Q: 3 clusters Score -1156645 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1156685.250000 Penalty: 2967.354736
	Iteration 25Q: 3 clusters Score -1156685 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1156712.125000 Penalty: 2967.354736
	Iteration 26Q: 3 clusters Score -1156712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1156746.375000 Penalty: 2967.354736
	Iteration 27Q: 3 clusters Score -1156746 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1156773.000000 Penalty: 2967.354736
	Iteration 28Q: 3 clusters Score -1156773 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1156800.250000 Penalty: 2967.354736
	Iteration 29Q: 3 clusters Score -1156800 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1156819.625000 Penalty: 2967.354736
	Iteration 30Q: 3 clusters Score -1156820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1156846.250000 Penalty: 2967.354736
	Iteration 31Q: 3 clusters Score -1156846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1156863.250000 Penalty: 2967.354736
	Iteration 32Q: 3 clusters Score -1156863 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1156874.500000 Penalty: 2967.354736
	Iteration 33Q: 3 clusters Score -1156874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1156882.375000 Penalty: 2967.354736
	Iteration 34Q: 3 clusters Score -1156882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1156885.250000 Penalty: 2967.354736
	Iteration 35Q: 3 clusters Score -1156885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1156894.125000 Penalty: 2967.354736
	Iteration 36Q: 3 clusters Score -1156894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1156898.125000 Penalty: 2967.354736
	Iteration 37Q: 3 clusters Score -1156898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1156899.250000 Penalty: 2967.354736
	Iteration 38Q: 3 clusters Score -1156899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1156906.375000 Penalty: 2967.354736
	Iteration 39Q: 3 clusters Score -1156906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1156911.375000 Penalty: 2967.354736
	Iteration 40F: 3 clusters Score -1156911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1156912.000000 Penalty: 2967.354736
	Iteration 41Q: 3 clusters Score -1156912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1156913.750000 Penalty: 2967.354736
	Iteration 42Q: 3 clusters Score -1156914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1156913.625000 Penalty: 2967.354736
	Iteration 43Q: 3 clusters Score -1156914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1156913.875000 Penalty: 2967.354736
	Iteration 44Q: 3 clusters Score -1156914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1156914.625000 Penalty: 2967.354736
	Iteration 45Q: 3 clusters Score -1156915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1156916.625000 Penalty: 2967.354736
	Iteration 46Q: 3 clusters Score -1156917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1156916.750000 Penalty: 2967.354736
	Iteration 47Q: 3 clusters Score -1156917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1156919.000000 Penalty: 2967.354736
	Iteration 48Q: 3 clusters Score -1156919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1156917.875000 Penalty: 2967.354736
	Iteration 49Q: 3 clusters Score -1156918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1156917.875000 Penalty: 2967.354736
	Iteration 50F: 3 clusters Score -1156918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (72997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72997 members 
Entering Unmasked Estep 
Score: -8644636.000000 Penalty: 1819.703247
	Iteration 0F: 2 clusters Score -8644636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -8595774.000000 Penalty: 3639.406494
	Iteration 0F: 3 clusters Score -8595774 nChanged 34594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -8615984.000000 Penalty: 3639.406494
	Iteration 1F: 3 clusters Score -8615984 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -8616854.000000 Penalty: 3639.406494
	Iteration 2Q: 3 clusters Score -8616854 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -8617919.000000 Penalty: 3639.406494
	Iteration 3Q: 3 clusters Score -8617919 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -8619295.000000 Penalty: 3639.406494
	Iteration 4Q: 3 clusters Score -8619295 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -8621185.000000 Penalty: 3639.406494
	Iteration 5F: 3 clusters Score -8621185 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -8623955.000000 Penalty: 3639.406494
	Iteration 6F: 3 clusters Score -8623955 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -8627692.000000 Penalty: 3639.406494
	Iteration 7F: 3 clusters Score -8627692 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -8632077.000000 Penalty: 3639.406494
	Iteration 8F: 3 clusters Score -8632077 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -8636297.000000 Penalty: 3639.406494
	Iteration 9F: 3 clusters Score -8636297 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -8639603.000000 Penalty: 3639.406494
	Iteration 10F: 3 clusters Score -8639603 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -8641378.000000 Penalty: 3639.406494
	Iteration 11Q: 3 clusters Score -8641378 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -8642409.000000 Penalty: 3639.406494
	Iteration 12Q: 3 clusters Score -8642409 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -8642971.000000 Penalty: 3639.406494
	Iteration 13Q: 3 clusters Score -8642971 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
Score: -8643285.000000 Penalty: 3639.406494
	Iteration 14Q: 3 clusters Score -8643285 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 72315 members 
Entering Unmasked Estep 
Score: -8643456.000000 Penalty: 3639.406494
	Iteration 15Q: 3 clusters Score -8643456 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -8643575.000000 Penalty: 3639.406494
	Iteration 16Q: 3 clusters Score -8643575 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -8643662.000000 Penalty: 3639.406494
	Iteration 17Q: 3 clusters Score -8643662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -8643704.000000 Penalty: 3639.406494
	Iteration 18Q: 3 clusters Score -8643704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -8643737.000000 Penalty: 3639.406494
	Iteration 19Q: 3 clusters Score -8643737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -8643756.000000 Penalty: 3639.406494
	Iteration 20F: 3 clusters Score -8643756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -8643777.000000 Penalty: 3639.406494
	Iteration 21Q: 3 clusters Score -8643777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -8643789.000000 Penalty: 3639.406494
	Iteration 22Q: 3 clusters Score -8643789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -8643802.000000 Penalty: 3639.406494
	Iteration 23Q: 3 clusters Score -8643802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -8643815.000000 Penalty: 3639.406494
	Iteration 24Q: 3 clusters Score -8643815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
Score: -8643820.000000 Penalty: 3639.406494
	Iteration 25Q: 3 clusters Score -8643820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 72513 members 
Entering Unmasked Estep 
Score: -8643820.000000 Penalty: 3639.406494
	Iteration 26Q: 3 clusters Score -8643820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -8643822.000000 Penalty: 3639.406494
	Iteration 27Q: 3 clusters Score -8643822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -8643822.000000 Penalty: 3639.406494
	Iteration 28Q: 3 clusters Score -8643822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 72513 members 
Entering Unmasked Estep 
Score: -8643817.000000 Penalty: 3639.406494
	Iteration 29Q: 3 clusters Score -8643817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -8643818.000000 Penalty: 3639.406494
	Iteration 30Q: 3 clusters Score -8643818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -8643818.000000 Penalty: 3639.406494
	Iteration 31F: 3 clusters Score -8643818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39839.781250 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -39839.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38936.371094 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -38936.37 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39096.925781 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -39096.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39162.597656 Penalty: 1913.885254
	Iteration 2F: 3 clusters Score -39162.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39191.164062 Penalty: 1913.885254
	Iteration 3Q: 3 clusters Score -39191.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39204.230469 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -39204.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -39215.371094 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -39215.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -39262.949219 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -39262.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -39281.808594 Penalty: 1913.885254
	Iteration 7Q: 3 clusters Score -39281.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -39288.742188 Penalty: 1913.885254
	Iteration 8Q: 3 clusters Score -39288.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -39293.726562 Penalty: 1913.885254
	Iteration 9Q: 3 clusters Score -39293.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -39294.714844 Penalty: 1913.885254
	Iteration 10Q: 3 clusters Score -39294.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -39294.714844 Penalty: 1913.885254
	Iteration 11F: 3 clusters Score -39294.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88295 members 
Entering Unmasked Estep 
Score: -11327722.000000 Penalty: 1850.621338
	Iteration 0F: 2 clusters Score -1.132772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -11270211.000000 Penalty: 3701.242676
	Iteration 0F: 3 clusters Score -1.127021e+07 nChanged 42098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -11294184.000000 Penalty: 3701.242676
	Iteration 1F: 3 clusters Score -1.129418e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -11294810.000000 Penalty: 3701.242676
	Iteration 2Q: 3 clusters Score -1.129481e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -11295614.000000 Penalty: 3701.242676
	Iteration 3Q: 3 clusters Score -1.129561e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -11296766.000000 Penalty: 3701.242676
	Iteration 4Q: 3 clusters Score -1.129677e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -11298570.000000 Penalty: 3701.242676
	Iteration 5Q: 3 clusters Score -1.129857e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -11301290.000000 Penalty: 3701.242676
	Iteration 6F: 3 clusters Score -1.130129e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -11305120.000000 Penalty: 3701.242676
	Iteration 7F: 3 clusters Score -1.130512e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -11309831.000000 Penalty: 3701.242676
	Iteration 8F: 3 clusters Score -1.130983e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -11313716.000000 Penalty: 3701.242676
	Iteration 9F: 3 clusters Score -1.131372e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -11315583.000000 Penalty: 3701.242676
	Iteration 10Q: 3 clusters Score -1.131558e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -11316691.000000 Penalty: 3701.242676
	Iteration 11Q: 3 clusters Score -1.131669e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -11317462.000000 Penalty: 3701.242676
	Iteration 12Q: 3 clusters Score -1.131746e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61332 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -11318140.000000 Penalty: 3701.242676
	Iteration 13Q: 3 clusters Score -1.131814e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -11318673.000000 Penalty: 3701.242676
	Iteration 14Q: 3 clusters Score -1.131867e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -11319235.000000 Penalty: 3701.242676
	Iteration 15Q: 3 clusters Score -1.131924e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -11319771.000000 Penalty: 3701.242676
	Iteration 16Q: 3 clusters Score -1.131977e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -11320163.000000 Penalty: 3701.242676
	Iteration 17Q: 3 clusters Score -1.132016e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -11320462.000000 Penalty: 3701.242676
	Iteration 18Q: 3 clusters Score -1.132046e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -11320767.000000 Penalty: 3701.242676
	Iteration 19Q: 3 clusters Score -1.132077e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68393 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -11321047.000000 Penalty: 3701.242676
	Iteration 20F: 3 clusters Score -1.132105e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69134 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -11321290.000000 Penalty: 3701.242676
	Iteration 21Q: 3 clusters Score -1.132129e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -11321408.000000 Penalty: 3701.242676
	Iteration 22Q: 3 clusters Score -1.132141e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70482 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -11321528.000000 Penalty: 3701.242676
	Iteration 23Q: 3 clusters Score -1.132153e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -11321740.000000 Penalty: 3701.242676
	Iteration 24Q: 3 clusters Score -1.132174e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71817 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -11321855.000000 Penalty: 3701.242676
	Iteration 25Q: 3 clusters Score -1.132186e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72489 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -11321987.000000 Penalty: 3701.242676
	Iteration 26Q: 3 clusters Score -1.132199e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -11322146.000000 Penalty: 3701.242676
	Iteration 27Q: 3 clusters Score -1.132215e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73859 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -11322309.000000 Penalty: 3701.242676
	Iteration 28Q: 3 clusters Score -1.132231e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74562 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -11322484.000000 Penalty: 3701.242676
	Iteration 29Q: 3 clusters Score -1.132248e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75316 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -11322648.000000 Penalty: 3701.242676
	Iteration 30Q: 3 clusters Score -1.132265e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76042 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -11322821.000000 Penalty: 3701.242676
	Iteration 31Q: 3 clusters Score -1.132282e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -11323046.000000 Penalty: 3701.242676
	Iteration 32Q: 3 clusters Score -1.132305e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77564 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -11323233.000000 Penalty: 3701.242676
	Iteration 33Q: 3 clusters Score -1.132323e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -11323445.000000 Penalty: 3701.242676
	Iteration 34Q: 3 clusters Score -1.132344e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -11323634.000000 Penalty: 3701.242676
	Iteration 35Q: 3 clusters Score -1.132363e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79843 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -11323837.000000 Penalty: 3701.242676
	Iteration 36Q: 3 clusters Score -1.132384e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80547 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -11324050.000000 Penalty: 3701.242676
	Iteration 37Q: 3 clusters Score -1.132405e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -11324264.000000 Penalty: 3701.242676
	Iteration 38Q: 3 clusters Score -1.132426e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -11324411.000000 Penalty: 3701.242676
	Iteration 39Q: 3 clusters Score -1.132441e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82591 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -11324577.000000 Penalty: 3701.242676
	Iteration 40F: 3 clusters Score -1.132458e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -11324747.000000 Penalty: 3701.242676
	Iteration 41Q: 3 clusters Score -1.132475e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83743 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -11324925.000000 Penalty: 3701.242676
	Iteration 42Q: 3 clusters Score -1.132492e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84281 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -11325125.000000 Penalty: 3701.242676
	Iteration 43Q: 3 clusters Score -1.132512e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -11325265.000000 Penalty: 3701.242676
	Iteration 44Q: 3 clusters Score -1.132526e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85216 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -11325409.000000 Penalty: 3701.242676
	Iteration 45Q: 3 clusters Score -1.132541e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -11325545.000000 Penalty: 3701.242676
	Iteration 46Q: 3 clusters Score -1.132554e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85934 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -11325689.000000 Penalty: 3701.242676
	Iteration 47Q: 3 clusters Score -1.132569e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -11325758.000000 Penalty: 3701.242676
	Iteration 48Q: 3 clusters Score -1.132576e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86433 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -11325851.000000 Penalty: 3701.242676
	Iteration 49Q: 3 clusters Score -1.132585e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -11325925.000000 Penalty: 3701.242676
	Iteration 50Q: 3 clusters Score -1.132592e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86744 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11325979.000000 Penalty: 3701.242676
	Iteration 51Q: 3 clusters Score -1.132598e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86847 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -11325999.000000 Penalty: 3701.242676
	Iteration 52Q: 3 clusters Score -1.1326e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86925 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -11326037.000000 Penalty: 3701.242676
	Iteration 53Q: 3 clusters Score -1.132604e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87004 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -11326081.000000 Penalty: 3701.242676
	Iteration 54Q: 3 clusters Score -1.132608e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87065 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -11326122.000000 Penalty: 3701.242676
	Iteration 55Q: 3 clusters Score -1.132612e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -11326130.000000 Penalty: 3701.242676
	Iteration 56Q: 3 clusters Score -1.132613e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -11326143.000000 Penalty: 3701.242676
	Iteration 57Q: 3 clusters Score -1.132614e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11326163.000000 Penalty: 3701.242676
	Iteration 58Q: 3 clusters Score -1.132616e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87213 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11326160.000000 Penalty: 3701.242676
	Iteration 59Q: 3 clusters Score -1.132616e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87244 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -11326178.000000 Penalty: 3701.242676
	Iteration 60F: 3 clusters Score -1.132618e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87272 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11326196.000000 Penalty: 3701.242676
	Iteration 61Q: 3 clusters Score -1.13262e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87298 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11326190.000000 Penalty: 3701.242676
	Iteration 62Q: 3 clusters Score -1.132619e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87315 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -11326203.000000 Penalty: 3701.242676
	Iteration 63Q: 3 clusters Score -1.13262e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87326 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -11326202.000000 Penalty: 3701.242676
	Iteration 64Q: 3 clusters Score -1.13262e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -11326207.000000 Penalty: 3701.242676
	Iteration 65Q: 3 clusters Score -1.132621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87353 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -11326212.000000 Penalty: 3701.242676
	Iteration 66Q: 3 clusters Score -1.132621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -11326224.000000 Penalty: 3701.242676
	Iteration 67Q: 3 clusters Score -1.132622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -11326223.000000 Penalty: 3701.242676
	Iteration 68Q: 3 clusters Score -1.132622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11326228.000000 Penalty: 3701.242676
	Iteration 69Q: 3 clusters Score -1.132623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11326229.000000 Penalty: 3701.242676
	Iteration 70Q: 3 clusters Score -1.132623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11326235.000000 Penalty: 3701.242676
	Iteration 71Q: 3 clusters Score -1.132624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11326224.000000 Penalty: 3701.242676
	Iteration 72Q: 3 clusters Score -1.132622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87382 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11326222.000000 Penalty: 3701.242676
	Iteration 73Q: 3 clusters Score -1.132622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87383 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11326227.000000 Penalty: 3701.242676
	Iteration 74Q: 3 clusters Score -1.132623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87385 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -11326224.000000 Penalty: 3701.242676
	Iteration 75Q: 3 clusters Score -1.132622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87389 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -11326224.000000 Penalty: 3701.242676
	Iteration 76Q: 3 clusters Score -1.132622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87393 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -11326227.000000 Penalty: 3701.242676
	Iteration 77Q: 3 clusters Score -1.132623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87393 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -11326238.000000 Penalty: 3701.242676
	Iteration 78Q: 3 clusters Score -1.132624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87395 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -11326238.000000 Penalty: 3701.242676
	Iteration 79Q: 3 clusters Score -1.132624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -11326239.000000 Penalty: 3701.242676
	Iteration 80F: 3 clusters Score -1.132624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -11326236.000000 Penalty: 3701.242676
	Iteration 81Q: 3 clusters Score -1.132624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87400 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11326237.000000 Penalty: 3701.242676
	Iteration 82Q: 3 clusters Score -1.132624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -11326231.000000 Penalty: 3701.242676
	Iteration 83Q: 3 clusters Score -1.132623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87403 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -11326233.000000 Penalty: 3701.242676
	Iteration 84Q: 3 clusters Score -1.132623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87403 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -11326233.000000 Penalty: 3701.242676
	Iteration 85F: 3 clusters Score -1.132623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Entering Unmasked Estep 
Score: -408159.281250 Penalty: 1340.470947
	Iteration 0F: 2 clusters Score -408159.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -404968.375000 Penalty: 2680.941895
	Iteration 0F: 3 clusters Score -404968.4 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -406055.218750 Penalty: 2680.941895
	Iteration 1F: 3 clusters Score -406055.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -406318.968750 Penalty: 2680.941895
	Iteration 2F: 3 clusters Score -406319 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -406524.781250 Penalty: 2680.941895
	Iteration 3F: 3 clusters Score -406524.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -406683.468750 Penalty: 2680.941895
	Iteration 4F: 3 clusters Score -406683.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -406792.031250 Penalty: 2680.941895
	Iteration 5Q: 3 clusters Score -406792 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -406909.187500 Penalty: 2680.941895
	Iteration 6Q: 3 clusters Score -406909.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -406996.562500 Penalty: 2680.941895
	Iteration 7Q: 3 clusters Score -406996.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -407073.218750 Penalty: 2680.941895
	Iteration 8Q: 3 clusters Score -407073.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -407143.156250 Penalty: 2680.941895
	Iteration 9Q: 3 clusters Score -407143.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -407201.000000 Penalty: 2680.941895
	Iteration 10Q: 3 clusters Score -407201 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -407234.718750 Penalty: 2680.941895
	Iteration 11Q: 3 clusters Score -407234.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -407258.093750 Penalty: 2680.941895
	Iteration 12Q: 3 clusters Score -407258.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -407277.156250 Penalty: 2680.941895
	Iteration 13Q: 3 clusters Score -407277.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -407294.187500 Penalty: 2680.941895
	Iteration 14Q: 3 clusters Score -407294.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -407308.156250 Penalty: 2680.941895
	Iteration 15Q: 3 clusters Score -407308.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -407319.281250 Penalty: 2680.941895
	Iteration 16Q: 3 clusters Score -407319.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -407328.343750 Penalty: 2680.941895
	Iteration 17Q: 3 clusters Score -407328.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -407335.500000 Penalty: 2680.941895
	Iteration 18Q: 3 clusters Score -407335.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -407344.656250 Penalty: 2680.941895
	Iteration 19Q: 3 clusters Score -407344.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -407354.531250 Penalty: 2680.941895
	Iteration 20F: 3 clusters Score -407354.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -407366.187500 Penalty: 2680.941895
	Iteration 21Q: 3 clusters Score -407366.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -407381.968750 Penalty: 2680.941895
	Iteration 22Q: 3 clusters Score -407382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -407400.343750 Penalty: 2680.941895
	Iteration 23Q: 3 clusters Score -407400.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -407423.781250 Penalty: 2680.941895
	Iteration 24Q: 3 clusters Score -407423.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -407445.281250 Penalty: 2680.941895
	Iteration 25Q: 3 clusters Score -407445.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -407454.812500 Penalty: 2680.941895
	Iteration 26Q: 3 clusters Score -407454.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -407463.406250 Penalty: 2680.941895
	Iteration 27Q: 3 clusters Score -407463.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -407467.250000 Penalty: 2680.941895
	Iteration 28Q: 3 clusters Score -407467.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -407470.218750 Penalty: 2680.941895
	Iteration 29Q: 3 clusters Score -407470.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -407473.281250 Penalty: 2680.941895
	Iteration 30Q: 3 clusters Score -407473.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -407474.875000 Penalty: 2680.941895
	Iteration 31Q: 3 clusters Score -407474.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -407476.562500 Penalty: 2680.941895
	Iteration 32Q: 3 clusters Score -407476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -407476.875000 Penalty: 2680.941895
	Iteration 33Q: 3 clusters Score -407476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -407477.312500 Penalty: 2680.941895
	Iteration 34Q: 3 clusters Score -407477.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -407477.937500 Penalty: 2680.941895
	Iteration 35Q: 3 clusters Score -407477.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -407478.718750 Penalty: 2680.941895
	Iteration 36Q: 3 clusters Score -407478.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -407479.062500 Penalty: 2680.941895
	Iteration 37Q: 3 clusters Score -407479.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -407479.062500 Penalty: 2680.941895
	Iteration 38F: 3 clusters Score -407479.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Entering Unmasked Estep 
Score: -3469630.250000 Penalty: 1657.323608
	Iteration 0F: 2 clusters Score -3469630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3451452.000000 Penalty: 3314.647217
	Iteration 0F: 3 clusters Score -3451452 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3458336.750000 Penalty: 3314.647217
	Iteration 1F: 3 clusters Score -3458337 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3458732.750000 Penalty: 3314.647217
	Iteration 2Q: 3 clusters Score -3458733 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3459159.000000 Penalty: 3314.647217
	Iteration 3Q: 3 clusters Score -3459159 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3459744.750000 Penalty: 3314.647217
	Iteration 4Q: 3 clusters Score -3459745 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3460564.500000 Penalty: 3314.647217
	Iteration 5F: 3 clusters Score -3460564 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -3461744.500000 Penalty: 3314.647217
	Iteration 6F: 3 clusters Score -3461744 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3463145.000000 Penalty: 3314.647217
	Iteration 7F: 3 clusters Score -3463145 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3464528.000000 Penalty: 3314.647217
	Iteration 8F: 3 clusters Score -3464528 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3465483.000000 Penalty: 3314.647217
	Iteration 9F: 3 clusters Score -3465483 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3466122.500000 Penalty: 3314.647217
	Iteration 10Q: 3 clusters Score -3466122 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -3466528.500000 Penalty: 3314.647217
	Iteration 11Q: 3 clusters Score -3466528 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -3466853.500000 Penalty: 3314.647217
	Iteration 12Q: 3 clusters Score -3466854 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3467105.500000 Penalty: 3314.647217
	Iteration 13Q: 3 clusters Score -3467106 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -3467354.250000 Penalty: 3314.647217
	Iteration 14Q: 3 clusters Score -3467354 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3467565.500000 Penalty: 3314.647217
	Iteration 15Q: 3 clusters Score -3467566 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3467740.250000 Penalty: 3314.647217
	Iteration 16Q: 3 clusters Score -3467740 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3467893.250000 Penalty: 3314.647217
	Iteration 17Q: 3 clusters Score -3467893 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3468031.250000 Penalty: 3314.647217
	Iteration 18Q: 3 clusters Score -3468031 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3468166.250000 Penalty: 3314.647217
	Iteration 19Q: 3 clusters Score -3468166 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -3468282.000000 Penalty: 3314.647217
	Iteration 20F: 3 clusters Score -3468282 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3468374.250000 Penalty: 3314.647217
	Iteration 21Q: 3 clusters Score -3468374 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3468434.750000 Penalty: 3314.647217
	Iteration 22Q: 3 clusters Score -3468435 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3468485.500000 Penalty: 3314.647217
	Iteration 23Q: 3 clusters Score -3468486 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -3468531.500000 Penalty: 3314.647217
	Iteration 24Q: 3 clusters Score -3468532 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3468573.750000 Penalty: 3314.647217
	Iteration 25Q: 3 clusters Score -3468574 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3468600.500000 Penalty: 3314.647217
	Iteration 26Q: 3 clusters Score -3468600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3468629.250000 Penalty: 3314.647217
	Iteration 27Q: 3 clusters Score -3468629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3468653.750000 Penalty: 3314.647217
	Iteration 28Q: 3 clusters Score -3468654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3468672.500000 Penalty: 3314.647217
	Iteration 29Q: 3 clusters Score -3468672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3468682.000000 Penalty: 3314.647217
	Iteration 30Q: 3 clusters Score -3468682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3468688.250000 Penalty: 3314.647217
	Iteration 31Q: 3 clusters Score -3468688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3468694.250000 Penalty: 3314.647217
	Iteration 32Q: 3 clusters Score -3468694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3468701.500000 Penalty: 3314.647217
	Iteration 33Q: 3 clusters Score -3468702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3468707.500000 Penalty: 3314.647217
	Iteration 34Q: 3 clusters Score -3468708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3468715.750000 Penalty: 3314.647217
	Iteration 35Q: 3 clusters Score -3468716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3468723.500000 Penalty: 3314.647217
	Iteration 36Q: 3 clusters Score -3468724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3468736.250000 Penalty: 3314.647217
	Iteration 37Q: 3 clusters Score -3468736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3468731.500000 Penalty: 3314.647217
	Iteration 38Q: 3 clusters Score -3468732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3468732.000000 Penalty: 3314.647217
	Iteration 39Q: 3 clusters Score -3468732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -3468742.000000 Penalty: 3314.647217
	Iteration 40F: 3 clusters Score -3468742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -3468744.250000 Penalty: 3314.647217
	Iteration 41Q: 3 clusters Score -3468744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3468745.500000 Penalty: 3314.647217
	Iteration 42Q: 3 clusters Score -3468746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -3468750.750000 Penalty: 3314.647217
	Iteration 43Q: 3 clusters Score -3468751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3468747.750000 Penalty: 3314.647217
	Iteration 44Q: 3 clusters Score -3468748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -3468745.500000 Penalty: 3314.647217
	Iteration 45Q: 3 clusters Score -3468746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3468747.000000 Penalty: 3314.647217
	Iteration 46Q: 3 clusters Score -3468747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3468750.500000 Penalty: 3314.647217
	Iteration 47Q: 3 clusters Score -3468750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3468750.000000 Penalty: 3314.647217
	Iteration 48Q: 3 clusters Score -3468750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3468747.500000 Penalty: 3314.647217
	Iteration 49Q: 3 clusters Score -3468748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3468747.250000 Penalty: 3314.647217
	Iteration 50Q: 3 clusters Score -3468747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3468749.250000 Penalty: 3314.647217
	Iteration 51Q: 3 clusters Score -3468749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3468748.500000 Penalty: 3314.647217
	Iteration 52Q: 3 clusters Score -3468748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3468749.500000 Penalty: 3314.647217
	Iteration 53Q: 3 clusters Score -3468750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -3468749.000000 Penalty: 3314.647217
	Iteration 54Q: 3 clusters Score -3468749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3468747.500000 Penalty: 3314.647217
	Iteration 55Q: 3 clusters Score -3468748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3468747.250000 Penalty: 3314.647217
	Iteration 56Q: 3 clusters Score -3468747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3468750.750000 Penalty: 3314.647217
	Iteration 57Q: 3 clusters Score -3468751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3468753.250000 Penalty: 3314.647217
	Iteration 58Q: 3 clusters Score -3468753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -3468752.250000 Penalty: 3314.647217
	Iteration 59Q: 3 clusters Score -3468752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -3468752.250000 Penalty: 3314.647217
	Iteration 60F: 3 clusters Score -3468752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (134678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134678 members 
Entering Unmasked Estep 
Score: -17087726.000000 Penalty: 1919.229370
	Iteration 0F: 2 clusters Score -1.708773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 67490 members 
Entering Unmasked Estep 
Score: -17006430.000000 Penalty: 3838.458740
	Iteration 0F: 3 clusters Score -1.700643e+07 nChanged 64766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67972 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -17044950.000000 Penalty: 3838.458740
	Iteration 1F: 3 clusters Score -1.704495e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 66745 members 
Entering Unmasked Estep 
Score: -17046842.000000 Penalty: 3838.458740
	Iteration 2Q: 3 clusters Score -1.704684e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -17049714.000000 Penalty: 3838.458740
	Iteration 3Q: 3 clusters Score -1.704971e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -17053502.000000 Penalty: 3838.458740
	Iteration 4F: 3 clusters Score -1.70535e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -17057556.000000 Penalty: 3838.458740
	Iteration 5F: 3 clusters Score -1.705756e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -17061328.000000 Penalty: 3838.458740
	Iteration 6F: 3 clusters Score -1.706133e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 74150 members 
Entering Unmasked Estep 
Score: -17064434.000000 Penalty: 3838.458740
	Iteration 7F: 3 clusters Score -1.706443e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 77923 members 
Entering Unmasked Estep 
Score: -17066854.000000 Penalty: 3838.458740
	Iteration 8Q: 3 clusters Score -1.706685e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 82258 members 
Entering Unmasked Estep 
Score: -17068916.000000 Penalty: 3838.458740
	Iteration 9Q: 3 clusters Score -1.706892e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 86986 members 
Entering Unmasked Estep 
Score: -17070770.000000 Penalty: 3838.458740
	Iteration 10Q: 3 clusters Score -1.707077e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 92117 members 
Entering Unmasked Estep 
Score: -17072982.000000 Penalty: 3838.458740
	Iteration 11Q: 3 clusters Score -1.707298e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 97454 members 
Entering Unmasked Estep 
Score: -17075334.000000 Penalty: 3838.458740
	Iteration 12Q: 3 clusters Score -1.707533e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 102818 members 
Entering Unmasked Estep 
Score: -17077694.000000 Penalty: 3838.458740
	Iteration 13Q: 3 clusters Score -1.707769e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 108119 members 
Entering Unmasked Estep 
Score: -17080292.000000 Penalty: 3838.458740
	Iteration 14Q: 3 clusters Score -1.708029e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 113175 members 
Entering Unmasked Estep 
Score: -17083314.000000 Penalty: 3838.458740
	Iteration 15Q: 3 clusters Score -1.708331e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 117709 members 
Entering Unmasked Estep 
Score: -17085230.000000 Penalty: 3838.458740
	Iteration 16Q: 3 clusters Score -1.708523e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 121411 members 
Entering Unmasked Estep 
Score: -17086268.000000 Penalty: 3838.458740
	Iteration 17Q: 3 clusters Score -1.708627e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 124333 members 
Entering Unmasked Estep 
Score: -17086874.000000 Penalty: 3838.458740
	Iteration 18Q: 3 clusters Score -1.708687e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 126556 members 
Entering Unmasked Estep 
Score: -17087196.000000 Penalty: 3838.458740
	Iteration 19Q: 3 clusters Score -1.70872e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 128229 members 
Entering Unmasked Estep 
Score: -17087520.000000 Penalty: 3838.458740
	Iteration 20F: 3 clusters Score -1.708752e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 129419 members 
Entering Unmasked Estep 
Score: -17087712.000000 Penalty: 3838.458740
	Iteration 21Q: 3 clusters Score -1.708771e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 130288 members 
Entering Unmasked Estep 
Score: -17087878.000000 Penalty: 3838.458740
	Iteration 22Q: 3 clusters Score -1.708788e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 130934 members 
Entering Unmasked Estep 
Score: -17088026.000000 Penalty: 3838.458740
	Iteration 23Q: 3 clusters Score -1.708803e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 131419 members 
Entering Unmasked Estep 
Score: -17088158.000000 Penalty: 3838.458740
	Iteration 24Q: 3 clusters Score -1.708816e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 131746 members 
Entering Unmasked Estep 
Score: -17088282.000000 Penalty: 3838.458740
	Iteration 25Q: 3 clusters Score -1.708828e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 131945 members 
Entering Unmasked Estep 
Score: -17088344.000000 Penalty: 3838.458740
	Iteration 26Q: 3 clusters Score -1.708834e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 132069 members 
Entering Unmasked Estep 
Score: -17088418.000000 Penalty: 3838.458740
	Iteration 27Q: 3 clusters Score -1.708842e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 132165 members 
Entering Unmasked Estep 
Score: -17088438.000000 Penalty: 3838.458740
	Iteration 28Q: 3 clusters Score -1.708844e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 132238 members 
Entering Unmasked Estep 
Score: -17088436.000000 Penalty: 3838.458740
	Iteration 29Q: 3 clusters Score -1.708844e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 132302 members 
Entering Unmasked Estep 
Score: -17088402.000000 Penalty: 3838.458740
	Iteration 30Q: 3 clusters Score -1.70884e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 132355 members 
Entering Unmasked Estep 
Score: -17088398.000000 Penalty: 3838.458740
	Iteration 31Q: 3 clusters Score -1.70884e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 132394 members 
Entering Unmasked Estep 
Score: -17088368.000000 Penalty: 3838.458740
	Iteration 32Q: 3 clusters Score -1.708837e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 132434 members 
Entering Unmasked Estep 
Score: -17088362.000000 Penalty: 3838.458740
	Iteration 33Q: 3 clusters Score -1.708836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 132461 members 
Entering Unmasked Estep 
Score: -17088344.000000 Penalty: 3838.458740
	Iteration 34Q: 3 clusters Score -1.708834e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 132482 members 
Entering Unmasked Estep 
Score: -17088360.000000 Penalty: 3838.458740
	Iteration 35Q: 3 clusters Score -1.708836e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 132500 members 
Entering Unmasked Estep 
Score: -17088370.000000 Penalty: 3838.458740
	Iteration 36Q: 3 clusters Score -1.708837e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 132512 members 
Entering Unmasked Estep 
Score: -17088380.000000 Penalty: 3838.458740
	Iteration 37Q: 3 clusters Score -1.708838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 132526 members 
Entering Unmasked Estep 
Score: -17088374.000000 Penalty: 3838.458740
	Iteration 38Q: 3 clusters Score -1.708837e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 132541 members 
Entering Unmasked Estep 
Score: -17088364.000000 Penalty: 3838.458740
	Iteration 39Q: 3 clusters Score -1.708836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 132548 members 
Entering Unmasked Estep 
Score: -17088370.000000 Penalty: 3838.458740
	Iteration 40F: 3 clusters Score -1.708837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 132549 members 
Entering Unmasked Estep 
Score: -17088374.000000 Penalty: 3838.458740
	Iteration 41Q: 3 clusters Score -1.708837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 132550 members 
Entering Unmasked Estep 
Score: -17088366.000000 Penalty: 3838.458740
	Iteration 42Q: 3 clusters Score -1.708837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 132552 members 
Entering Unmasked Estep 
Score: -17088366.000000 Penalty: 3838.458740
	Iteration 43Q: 3 clusters Score -1.708837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 132551 members 
Entering Unmasked Estep 
Score: -17088374.000000 Penalty: 3838.458740
	Iteration 44Q: 3 clusters Score -1.708837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 132552 members 
Entering Unmasked Estep 
Score: -17088364.000000 Penalty: 3838.458740
	Iteration 45Q: 3 clusters Score -1.708836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 132553 members 
Entering Unmasked Estep 
Score: -17088360.000000 Penalty: 3838.458740
	Iteration 46Q: 3 clusters Score -1.708836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 132554 members 
Entering Unmasked Estep 
Score: -17088360.000000 Penalty: 3838.458740
	Iteration 47Q: 3 clusters Score -1.708836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 132553 members 
Entering Unmasked Estep 
Score: -17088364.000000 Penalty: 3838.458740
	Iteration 48Q: 3 clusters Score -1.708836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 132554 members 
Entering Unmasked Estep 
Score: -17088374.000000 Penalty: 3838.458740
	Iteration 49Q: 3 clusters Score -1.708837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 132555 members 
Entering Unmasked Estep 
Score: -17088370.000000 Penalty: 3838.458740
	Iteration 50Q: 3 clusters Score -1.708837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 132555 members 
Entering Unmasked Estep 
Score: -17088370.000000 Penalty: 3838.458740
	Iteration 51F: 3 clusters Score -1.708837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 27951 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23438 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133582 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 72997 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88295 members 
Mstep: Class 14 contains 3824 members 
Mstep: Class 15 contains 26874 members 
Mstep: Class 16 contains 2123 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16888 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27675 members 
Mstep: Class 23 contains 85116 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11473 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7848 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 132555 members 
Entering Unmasked Estep 
Score: -108942880.000000 Penalty: 73429.796875
Splitting cluster 16 changes total score from -108942736.000000 to -108942880.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (15273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Entering Unmasked Estep 
Score: -1953739.375000 Penalty: 1565.499268
	Iteration 0F: 2 clusters Score -1953739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1943163.375000 Penalty: 3130.998535
	Iteration 0F: 3 clusters Score -1943163 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1946717.250000 Penalty: 3130.998535
	Iteration 1F: 3 clusters Score -1946717 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1946993.875000 Penalty: 3130.998535
	Iteration 2F: 3 clusters Score -1946994 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1947238.125000 Penalty: 3130.998535
	Iteration 3Q: 3 clusters Score -1947238 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1947490.375000 Penalty: 3130.998535
	Iteration 4Q: 3 clusters Score -1947490 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1947755.250000 Penalty: 3130.998535
	Iteration 5Q: 3 clusters Score -1947755 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1948079.375000 Penalty: 3130.998535
	Iteration 6Q: 3 clusters Score -1948079 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1948454.500000 Penalty: 3130.998535
	Iteration 7Q: 3 clusters Score -1948454 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1948875.250000 Penalty: 3130.998535
	Iteration 8Q: 3 clusters Score -1948875 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1949387.125000 Penalty: 3130.998535
	Iteration 9F: 3 clusters Score -1949387 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1949951.000000 Penalty: 3130.998535
	Iteration 10F: 3 clusters Score -1949951 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1950522.125000 Penalty: 3130.998535
	Iteration 11Q: 3 clusters Score -1950522 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1951011.500000 Penalty: 3130.998535
	Iteration 12Q: 3 clusters Score -1951012 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1951425.750000 Penalty: 3130.998535
	Iteration 13Q: 3 clusters Score -1951426 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1951702.000000 Penalty: 3130.998535
	Iteration 14Q: 3 clusters Score -1951702 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1951923.000000 Penalty: 3130.998535
	Iteration 15Q: 3 clusters Score -1951923 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1952068.125000 Penalty: 3130.998535
	Iteration 16Q: 3 clusters Score -1952068 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1952153.000000 Penalty: 3130.998535
	Iteration 17Q: 3 clusters Score -1952153 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1952205.125000 Penalty: 3130.998535
	Iteration 18Q: 3 clusters Score -1952205 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1952247.875000 Penalty: 3130.998535
	Iteration 19Q: 3 clusters Score -1952248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1952284.750000 Penalty: 3130.998535
	Iteration 20F: 3 clusters Score -1952285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1952321.500000 Penalty: 3130.998535
	Iteration 21Q: 3 clusters Score -1952322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1952335.750000 Penalty: 3130.998535
	Iteration 22Q: 3 clusters Score -1952336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1952342.875000 Penalty: 3130.998535
	Iteration 23Q: 3 clusters Score -1952343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1952350.875000 Penalty: 3130.998535
	Iteration 24Q: 3 clusters Score -1952351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1952359.000000 Penalty: 3130.998535
	Iteration 25Q: 3 clusters Score -1952359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1952368.500000 Penalty: 3130.998535
	Iteration 26Q: 3 clusters Score -1952368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1952372.750000 Penalty: 3130.998535
	Iteration 27Q: 3 clusters Score -1952373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1952377.125000 Penalty: 3130.998535
	Iteration 28Q: 3 clusters Score -1952377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1952378.125000 Penalty: 3130.998535
	Iteration 29Q: 3 clusters Score -1952378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1952377.250000 Penalty: 3130.998535
	Iteration 30Q: 3 clusters Score -1952377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1952376.375000 Penalty: 3130.998535
	Iteration 31Q: 3 clusters Score -1952376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1952377.125000 Penalty: 3130.998535
	Iteration 32Q: 3 clusters Score -1952377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1952378.875000 Penalty: 3130.998535
	Iteration 33Q: 3 clusters Score -1952379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1952383.750000 Penalty: 3130.998535
	Iteration 34Q: 3 clusters Score -1952384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1952385.375000 Penalty: 3130.998535
	Iteration 35Q: 3 clusters Score -1952385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1952385.750000 Penalty: 3130.998535
	Iteration 36Q: 3 clusters Score -1952386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1952387.875000 Penalty: 3130.998535
	Iteration 37Q: 3 clusters Score -1952388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1952392.750000 Penalty: 3130.998535
	Iteration 38Q: 3 clusters Score -1952393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1952395.625000 Penalty: 3130.998535
	Iteration 39Q: 3 clusters Score -1952396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1952397.250000 Penalty: 3130.998535
	Iteration 40F: 3 clusters Score -1952397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -847443.250000 Penalty: 1432.810913
	Iteration 0F: 2 clusters Score -847443.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -842268.937500 Penalty: 2865.621826
	Iteration 0F: 3 clusters Score -842268.9 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -843880.125000 Penalty: 2865.621826
	Iteration 1F: 3 clusters Score -843880.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -844140.500000 Penalty: 2865.621826
	Iteration 2F: 3 clusters Score -844140.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -844390.250000 Penalty: 2865.621826
	Iteration 3F: 3 clusters Score -844390.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -844717.875000 Penalty: 2865.621826
	Iteration 4F: 3 clusters Score -844717.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -845098.812500 Penalty: 2865.621826
	Iteration 5F: 3 clusters Score -845098.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -845458.125000 Penalty: 2865.621826
	Iteration 6F: 3 clusters Score -845458.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -845739.062500 Penalty: 2865.621826
	Iteration 7F: 3 clusters Score -845739.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -845918.437500 Penalty: 2865.621826
	Iteration 8Q: 3 clusters Score -845918.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -846032.062500 Penalty: 2865.621826
	Iteration 9Q: 3 clusters Score -846032.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -846114.250000 Penalty: 2865.621826
	Iteration 10Q: 3 clusters Score -846114.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -846172.375000 Penalty: 2865.621826
	Iteration 11Q: 3 clusters Score -846172.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -846225.812500 Penalty: 2865.621826
	Iteration 12Q: 3 clusters Score -846225.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -846285.687500 Penalty: 2865.621826
	Iteration 13Q: 3 clusters Score -846285.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -846327.375000 Penalty: 2865.621826
	Iteration 14Q: 3 clusters Score -846327.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -846357.687500 Penalty: 2865.621826
	Iteration 15Q: 3 clusters Score -846357.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -846384.250000 Penalty: 2865.621826
	Iteration 16Q: 3 clusters Score -846384.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -846405.687500 Penalty: 2865.621826
	Iteration 17Q: 3 clusters Score -846405.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -846418.375000 Penalty: 2865.621826
	Iteration 18Q: 3 clusters Score -846418.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -846430.875000 Penalty: 2865.621826
	Iteration 19Q: 3 clusters Score -846430.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -846449.812500 Penalty: 2865.621826
	Iteration 20F: 3 clusters Score -846449.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -846472.250000 Penalty: 2865.621826
	Iteration 21Q: 3 clusters Score -846472.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -846503.375000 Penalty: 2865.621826
	Iteration 22Q: 3 clusters Score -846503.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -846528.062500 Penalty: 2865.621826
	Iteration 23Q: 3 clusters Score -846528.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -846536.125000 Penalty: 2865.621826
	Iteration 24Q: 3 clusters Score -846536.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -846542.437500 Penalty: 2865.621826
	Iteration 25Q: 3 clusters Score -846542.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -846549.500000 Penalty: 2865.621826
	Iteration 26Q: 3 clusters Score -846549.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -846556.625000 Penalty: 2865.621826
	Iteration 27Q: 3 clusters Score -846556.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -846564.937500 Penalty: 2865.621826
	Iteration 28Q: 3 clusters Score -846564.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -846578.125000 Penalty: 2865.621826
	Iteration 29Q: 3 clusters Score -846578.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -846585.750000 Penalty: 2865.621826
	Iteration 30Q: 3 clusters Score -846585.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -846596.312500 Penalty: 2865.621826
	Iteration 31Q: 3 clusters Score -846596.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -846602.687500 Penalty: 2865.621826
	Iteration 32Q: 3 clusters Score -846602.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -846605.937500 Penalty: 2865.621826
	Iteration 33Q: 3 clusters Score -846605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -846609.062500 Penalty: 2865.621826
	Iteration 34Q: 3 clusters Score -846609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -846616.687500 Penalty: 2865.621826
	Iteration 35Q: 3 clusters Score -846616.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -846619.812500 Penalty: 2865.621826
	Iteration 36Q: 3 clusters Score -846619.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -846624.000000 Penalty: 2865.621826
	Iteration 37Q: 3 clusters Score -846624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -846624.937500 Penalty: 2865.621826
	Iteration 38Q: 3 clusters Score -846624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -846625.812500 Penalty: 2865.621826
	Iteration 39Q: 3 clusters Score -846625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -846625.812500 Penalty: 2865.621826
	Iteration 40F: 3 clusters Score -846625.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Entering Unmasked Estep 
Score: -2019448.375000 Penalty: 1581.833252
	Iteration 0F: 2 clusters Score -2019448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2007821.375000 Penalty: 3163.666504
	Iteration 0F: 3 clusters Score -2007821 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2012146.875000 Penalty: 3163.666504
	Iteration 1F: 3 clusters Score -2012147 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2012858.875000 Penalty: 3163.666504
	Iteration 2F: 3 clusters Score -2012859 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2013557.875000 Penalty: 3163.666504
	Iteration 3F: 3 clusters Score -2013558 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2014205.000000 Penalty: 3163.666504
	Iteration 4F: 3 clusters Score -2014205 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2014738.375000 Penalty: 3163.666504
	Iteration 5F: 3 clusters Score -2014738 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2015148.875000 Penalty: 3163.666504
	Iteration 6Q: 3 clusters Score -2015149 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2015448.750000 Penalty: 3163.666504
	Iteration 7Q: 3 clusters Score -2015449 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2015738.750000 Penalty: 3163.666504
	Iteration 8Q: 3 clusters Score -2015739 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2016008.250000 Penalty: 3163.666504
	Iteration 9Q: 3 clusters Score -2016008 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2016283.000000 Penalty: 3163.666504
	Iteration 10Q: 3 clusters Score -2016283 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2016512.625000 Penalty: 3163.666504
	Iteration 11Q: 3 clusters Score -2016513 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2016724.125000 Penalty: 3163.666504
	Iteration 12Q: 3 clusters Score -2016724 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2016895.375000 Penalty: 3163.666504
	Iteration 13Q: 3 clusters Score -2016895 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2017044.875000 Penalty: 3163.666504
	Iteration 14Q: 3 clusters Score -2017045 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2017165.000000 Penalty: 3163.666504
	Iteration 15Q: 3 clusters Score -2017165 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2017258.750000 Penalty: 3163.666504
	Iteration 16Q: 3 clusters Score -2017259 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2017356.125000 Penalty: 3163.666504
	Iteration 17Q: 3 clusters Score -2017356 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2017473.625000 Penalty: 3163.666504
	Iteration 18Q: 3 clusters Score -2017474 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2017586.875000 Penalty: 3163.666504
	Iteration 19Q: 3 clusters Score -2017587 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2017683.750000 Penalty: 3163.666504
	Iteration 20F: 3 clusters Score -2017684 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2017755.375000 Penalty: 3163.666504
	Iteration 21Q: 3 clusters Score -2017755 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2017816.375000 Penalty: 3163.666504
	Iteration 22Q: 3 clusters Score -2017816 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2017867.250000 Penalty: 3163.666504
	Iteration 23Q: 3 clusters Score -2017867 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2017910.250000 Penalty: 3163.666504
	Iteration 24Q: 3 clusters Score -2017910 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2017947.625000 Penalty: 3163.666504
	Iteration 25Q: 3 clusters Score -2017948 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2017971.250000 Penalty: 3163.666504
	Iteration 26Q: 3 clusters Score -2017971 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2017996.875000 Penalty: 3163.666504
	Iteration 27Q: 3 clusters Score -2017997 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2018023.000000 Penalty: 3163.666504
	Iteration 28Q: 3 clusters Score -2018023 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2018043.750000 Penalty: 3163.666504
	Iteration 29Q: 3 clusters Score -2018044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2018059.750000 Penalty: 3163.666504
	Iteration 30Q: 3 clusters Score -2018060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2018071.375000 Penalty: 3163.666504
	Iteration 31Q: 3 clusters Score -2018071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2018085.500000 Penalty: 3163.666504
	Iteration 32Q: 3 clusters Score -2018086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2018094.500000 Penalty: 3163.666504
	Iteration 33Q: 3 clusters Score -2018094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2018116.250000 Penalty: 3163.666504
	Iteration 34Q: 3 clusters Score -2018116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2018130.875000 Penalty: 3163.666504
	Iteration 35Q: 3 clusters Score -2018131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2018136.000000 Penalty: 3163.666504
	Iteration 36Q: 3 clusters Score -2018136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2018146.500000 Penalty: 3163.666504
	Iteration 37Q: 3 clusters Score -2018146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2018155.125000 Penalty: 3163.666504
	Iteration 38Q: 3 clusters Score -2018155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2018159.875000 Penalty: 3163.666504
	Iteration 39Q: 3 clusters Score -2018160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2018162.000000 Penalty: 3163.666504
	Iteration 40F: 3 clusters Score -2018162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2018168.375000 Penalty: 3163.666504
	Iteration 41Q: 3 clusters Score -2018168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2018168.375000 Penalty: 3163.666504
	Iteration 42Q: 3 clusters Score -2018168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2018169.625000 Penalty: 3163.666504
	Iteration 43Q: 3 clusters Score -2018170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2018170.875000 Penalty: 3163.666504
	Iteration 44Q: 3 clusters Score -2018171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2018177.625000 Penalty: 3163.666504
	Iteration 45Q: 3 clusters Score -2018178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2018180.875000 Penalty: 3163.666504
	Iteration 46Q: 3 clusters Score -2018181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2018183.250000 Penalty: 3163.666504
	Iteration 47Q: 3 clusters Score -2018183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2018186.625000 Penalty: 3163.666504
	Iteration 48Q: 3 clusters Score -2018187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2018190.750000 Penalty: 3163.666504
	Iteration 49Q: 3 clusters Score -2018191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2018195.500000 Penalty: 3163.666504
	Iteration 50Q: 3 clusters Score -2018196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2018195.500000 Penalty: 3163.666504
	Iteration 51Q: 3 clusters Score -2018196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2018200.500000 Penalty: 3163.666504
	Iteration 52Q: 3 clusters Score -2018200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2018200.750000 Penalty: 3163.666504
	Iteration 53Q: 3 clusters Score -2018201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2018201.125000 Penalty: 3163.666504
	Iteration 54Q: 3 clusters Score -2018201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2018201.375000 Penalty: 3163.666504
	Iteration 55Q: 3 clusters Score -2018201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2018201.625000 Penalty: 3163.666504
	Iteration 56Q: 3 clusters Score -2018202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2018200.625000 Penalty: 3163.666504
	Iteration 57Q: 3 clusters Score -2018201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2018207.500000 Penalty: 3163.666504
	Iteration 58Q: 3 clusters Score -2018208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2018204.500000 Penalty: 3163.666504
	Iteration 59Q: 3 clusters Score -2018204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2018205.500000 Penalty: 3163.666504
	Iteration 60F: 3 clusters Score -2018206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2018205.250000 Penalty: 3163.666504
	Iteration 61Q: 3 clusters Score -2018205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2018205.250000 Penalty: 3163.666504
	Iteration 62F: 3 clusters Score -2018205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Entering Unmasked Estep 
Score: -1084387.875000 Penalty: 1486.071411
	Iteration 0F: 2 clusters Score -1084388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1077641.250000 Penalty: 2972.142822
	Iteration 0F: 3 clusters Score -1077641 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1079843.750000 Penalty: 2972.142822
	Iteration 1F: 3 clusters Score -1079844 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1080205.875000 Penalty: 2972.142822
	Iteration 2F: 3 clusters Score -1080206 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1080547.625000 Penalty: 2972.142822
	Iteration 3F: 3 clusters Score -1080548 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1080882.625000 Penalty: 2972.142822
	Iteration 4F: 3 clusters Score -1080883 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1081200.875000 Penalty: 2972.142822
	Iteration 5F: 3 clusters Score -1081201 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1081436.875000 Penalty: 2972.142822
	Iteration 6Q: 3 clusters Score -1081437 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1081658.875000 Penalty: 2972.142822
	Iteration 7Q: 3 clusters Score -1081659 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1081843.750000 Penalty: 2972.142822
	Iteration 8Q: 3 clusters Score -1081844 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1082020.125000 Penalty: 2972.142822
	Iteration 9Q: 3 clusters Score -1082020 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1082192.125000 Penalty: 2972.142822
	Iteration 10Q: 3 clusters Score -1082192 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1082356.500000 Penalty: 2972.142822
	Iteration 11Q: 3 clusters Score -1082356 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1082484.375000 Penalty: 2972.142822
	Iteration 12Q: 3 clusters Score -1082484 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1082601.250000 Penalty: 2972.142822
	Iteration 13Q: 3 clusters Score -1082601 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1082714.000000 Penalty: 2972.142822
	Iteration 14Q: 3 clusters Score -1082714 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1082811.500000 Penalty: 2972.142822
	Iteration 15Q: 3 clusters Score -1082812 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1082885.000000 Penalty: 2972.142822
	Iteration 16Q: 3 clusters Score -1082885 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1082946.750000 Penalty: 2972.142822
	Iteration 17Q: 3 clusters Score -1082947 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1082998.750000 Penalty: 2972.142822
	Iteration 18Q: 3 clusters Score -1082999 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1083037.000000 Penalty: 2972.142822
	Iteration 19Q: 3 clusters Score -1083037 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1083063.375000 Penalty: 2972.142822
	Iteration 20F: 3 clusters Score -1083063 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1083094.625000 Penalty: 2972.142822
	Iteration 21Q: 3 clusters Score -1083095 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1083117.750000 Penalty: 2972.142822
	Iteration 22Q: 3 clusters Score -1083118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1083148.500000 Penalty: 2972.142822
	Iteration 23Q: 3 clusters Score -1083148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1083169.625000 Penalty: 2972.142822
	Iteration 24Q: 3 clusters Score -1083170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1083192.000000 Penalty: 2972.142822
	Iteration 25Q: 3 clusters Score -1083192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1083204.000000 Penalty: 2972.142822
	Iteration 26Q: 3 clusters Score -1083204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1083217.875000 Penalty: 2972.142822
	Iteration 27Q: 3 clusters Score -1083218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1083228.250000 Penalty: 2972.142822
	Iteration 28Q: 3 clusters Score -1083228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1083245.000000 Penalty: 2972.142822
	Iteration 29Q: 3 clusters Score -1083245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1083270.375000 Penalty: 2972.142822
	Iteration 30Q: 3 clusters Score -1083270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1083306.250000 Penalty: 2972.142822
	Iteration 31Q: 3 clusters Score -1083306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1083333.625000 Penalty: 2972.142822
	Iteration 32Q: 3 clusters Score -1083334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1083359.250000 Penalty: 2972.142822
	Iteration 33Q: 3 clusters Score -1083359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1083374.750000 Penalty: 2972.142822
	Iteration 34Q: 3 clusters Score -1083375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1083393.625000 Penalty: 2972.142822
	Iteration 35Q: 3 clusters Score -1083394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1083410.500000 Penalty: 2972.142822
	Iteration 36Q: 3 clusters Score -1083410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1083425.375000 Penalty: 2972.142822
	Iteration 37Q: 3 clusters Score -1083425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1083433.375000 Penalty: 2972.142822
	Iteration 38Q: 3 clusters Score -1083433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1083439.250000 Penalty: 2972.142822
	Iteration 39Q: 3 clusters Score -1083439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1083441.625000 Penalty: 2972.142822
	Iteration 40F: 3 clusters Score -1083442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1083446.125000 Penalty: 2972.142822
	Iteration 41Q: 3 clusters Score -1083446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1083448.500000 Penalty: 2972.142822
	Iteration 42Q: 3 clusters Score -1083448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1083448.250000 Penalty: 2972.142822
	Iteration 43Q: 3 clusters Score -1083448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1083449.500000 Penalty: 2972.142822
	Iteration 44Q: 3 clusters Score -1083450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1083449.500000 Penalty: 2972.142822
	Iteration 45F: 3 clusters Score -1083450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Entering Unmasked Estep 
Score: -674876.625000 Penalty: 1394.246704
	Iteration 0F: 2 clusters Score -674876.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -670715.625000 Penalty: 2788.493408
	Iteration 0F: 3 clusters Score -670715.6 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -671896.687500 Penalty: 2788.493408
	Iteration 1F: 3 clusters Score -671896.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -672073.125000 Penalty: 2788.493408
	Iteration 2F: 3 clusters Score -672073.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -672269.125000 Penalty: 2788.493408
	Iteration 3F: 3 clusters Score -672269.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -672478.687500 Penalty: 2788.493408
	Iteration 4F: 3 clusters Score -672478.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -672658.000000 Penalty: 2788.493408
	Iteration 5F: 3 clusters Score -672658 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -672829.875000 Penalty: 2788.493408
	Iteration 6F: 3 clusters Score -672829.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -673003.187500 Penalty: 2788.493408
	Iteration 7Q: 3 clusters Score -673003.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -673160.625000 Penalty: 2788.493408
	Iteration 8Q: 3 clusters Score -673160.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -673296.437500 Penalty: 2788.493408
	Iteration 9Q: 3 clusters Score -673296.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -673427.500000 Penalty: 2788.493408
	Iteration 10Q: 3 clusters Score -673427.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -673561.375000 Penalty: 2788.493408
	Iteration 11Q: 3 clusters Score -673561.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -673681.000000 Penalty: 2788.493408
	Iteration 12Q: 3 clusters Score -673681 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -673779.125000 Penalty: 2788.493408
	Iteration 13Q: 3 clusters Score -673779.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -673855.937500 Penalty: 2788.493408
	Iteration 14Q: 3 clusters Score -673855.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -673911.812500 Penalty: 2788.493408
	Iteration 15Q: 3 clusters Score -673911.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -673974.750000 Penalty: 2788.493408
	Iteration 16Q: 3 clusters Score -673974.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -674024.312500 Penalty: 2788.493408
	Iteration 17Q: 3 clusters Score -674024.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -674065.125000 Penalty: 2788.493408
	Iteration 18Q: 3 clusters Score -674065.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -674093.875000 Penalty: 2788.493408
	Iteration 19Q: 3 clusters Score -674093.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -674114.125000 Penalty: 2788.493408
	Iteration 20F: 3 clusters Score -674114.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -674125.875000 Penalty: 2788.493408
	Iteration 21Q: 3 clusters Score -674125.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -674131.062500 Penalty: 2788.493408
	Iteration 22Q: 3 clusters Score -674131.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -674134.937500 Penalty: 2788.493408
	Iteration 23Q: 3 clusters Score -674134.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -674139.687500 Penalty: 2788.493408
	Iteration 24Q: 3 clusters Score -674139.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -674148.500000 Penalty: 2788.493408
	Iteration 25Q: 3 clusters Score -674148.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -674152.875000 Penalty: 2788.493408
	Iteration 26Q: 3 clusters Score -674152.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -674157.625000 Penalty: 2788.493408
	Iteration 27Q: 3 clusters Score -674157.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -674159.437500 Penalty: 2788.493408
	Iteration 28Q: 3 clusters Score -674159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -674160.500000 Penalty: 2788.493408
	Iteration 29Q: 3 clusters Score -674160.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -674161.187500 Penalty: 2788.493408
	Iteration 30Q: 3 clusters Score -674161.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -674162.062500 Penalty: 2788.493408
	Iteration 31Q: 3 clusters Score -674162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -674164.187500 Penalty: 2788.493408
	Iteration 32Q: 3 clusters Score -674164.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -674165.000000 Penalty: 2788.493408
	Iteration 33Q: 3 clusters Score -674165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -674164.125000 Penalty: 2788.493408
	Iteration 34Q: 3 clusters Score -674164.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -674164.125000 Penalty: 2788.493408
	Iteration 35F: 3 clusters Score -674164.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Entering Unmasked Estep 
Score: -3505782.750000 Penalty: 1662.096313
	Iteration 0F: 2 clusters Score -3505783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3487070.250000 Penalty: 3324.192627
	Iteration 0F: 3 clusters Score -3487070 nChanged 12708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3494149.000000 Penalty: 3324.192627
	Iteration 1F: 3 clusters Score -3494149 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3494562.000000 Penalty: 3324.192627
	Iteration 2Q: 3 clusters Score -3494562 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3495015.500000 Penalty: 3324.192627
	Iteration 3Q: 3 clusters Score -3495016 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3495579.500000 Penalty: 3324.192627
	Iteration 4Q: 3 clusters Score -3495580 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -3496188.500000 Penalty: 3324.192627
	Iteration 5Q: 3 clusters Score -3496188 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3496855.750000 Penalty: 3324.192627
	Iteration 6Q: 3 clusters Score -3496856 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3497624.750000 Penalty: 3324.192627
	Iteration 7F: 3 clusters Score -3497625 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3498388.000000 Penalty: 3324.192627
	Iteration 8F: 3 clusters Score -3498388 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -3499111.250000 Penalty: 3324.192627
	Iteration 9Q: 3 clusters Score -3499111 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -3499771.750000 Penalty: 3324.192627
	Iteration 10Q: 3 clusters Score -3499772 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3500316.500000 Penalty: 3324.192627
	Iteration 11Q: 3 clusters Score -3500316 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -3500714.000000 Penalty: 3324.192627
	Iteration 12Q: 3 clusters Score -3500714 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3500998.250000 Penalty: 3324.192627
	Iteration 13Q: 3 clusters Score -3500998 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -3501232.750000 Penalty: 3324.192627
	Iteration 14Q: 3 clusters Score -3501233 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3501474.750000 Penalty: 3324.192627
	Iteration 15Q: 3 clusters Score -3501475 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -3501722.500000 Penalty: 3324.192627
	Iteration 16Q: 3 clusters Score -3501722 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -3502022.250000 Penalty: 3324.192627
	Iteration 17Q: 3 clusters Score -3502022 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3502406.500000 Penalty: 3324.192627
	Iteration 18Q: 3 clusters Score -3502406 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -3502731.500000 Penalty: 3324.192627
	Iteration 19Q: 3 clusters Score -3502732 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3503095.500000 Penalty: 3324.192627
	Iteration 20F: 3 clusters Score -3503096 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3503448.500000 Penalty: 3324.192627
	Iteration 21Q: 3 clusters Score -3503448 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -3503730.750000 Penalty: 3324.192627
	Iteration 22Q: 3 clusters Score -3503731 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3503943.500000 Penalty: 3324.192627
	Iteration 23Q: 3 clusters Score -3503944 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3504105.250000 Penalty: 3324.192627
	Iteration 24Q: 3 clusters Score -3504105 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3504252.750000 Penalty: 3324.192627
	Iteration 25Q: 3 clusters Score -3504253 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3504354.000000 Penalty: 3324.192627
	Iteration 26Q: 3 clusters Score -3504354 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3504432.750000 Penalty: 3324.192627
	Iteration 27Q: 3 clusters Score -3504433 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3504493.000000 Penalty: 3324.192627
	Iteration 28Q: 3 clusters Score -3504493 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3504559.000000 Penalty: 3324.192627
	Iteration 29Q: 3 clusters Score -3504559 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -3504615.500000 Penalty: 3324.192627
	Iteration 30Q: 3 clusters Score -3504616 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -3504659.750000 Penalty: 3324.192627
	Iteration 31Q: 3 clusters Score -3504660 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3504690.250000 Penalty: 3324.192627
	Iteration 32Q: 3 clusters Score -3504690 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -3504730.250000 Penalty: 3324.192627
	Iteration 33Q: 3 clusters Score -3504730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3504768.750000 Penalty: 3324.192627
	Iteration 34Q: 3 clusters Score -3504769 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3504788.000000 Penalty: 3324.192627
	Iteration 35Q: 3 clusters Score -3504788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3504794.000000 Penalty: 3324.192627
	Iteration 36Q: 3 clusters Score -3504794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -3504792.750000 Penalty: 3324.192627
	Iteration 37Q: 3 clusters Score -3504793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -3504794.000000 Penalty: 3324.192627
	Iteration 38Q: 3 clusters Score -3504794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3504798.500000 Penalty: 3324.192627
	Iteration 39Q: 3 clusters Score -3504798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3504803.500000 Penalty: 3324.192627
	Iteration 40F: 3 clusters Score -3504804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -3504802.250000 Penalty: 3324.192627
	Iteration 41Q: 3 clusters Score -3504802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -3504805.750000 Penalty: 3324.192627
	Iteration 42Q: 3 clusters Score -3504806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -3504805.000000 Penalty: 3324.192627
	Iteration 43Q: 3 clusters Score -3504805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3504801.500000 Penalty: 3324.192627
	Iteration 44Q: 3 clusters Score -3504802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -3504800.250000 Penalty: 3324.192627
	Iteration 45Q: 3 clusters Score -3504800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3504807.250000 Penalty: 3324.192627
	Iteration 46Q: 3 clusters Score -3504807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -3504804.750000 Penalty: 3324.192627
	Iteration 47Q: 3 clusters Score -3504805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -3504808.000000 Penalty: 3324.192627
	Iteration 48Q: 3 clusters Score -3504808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -3504806.250000 Penalty: 3324.192627
	Iteration 49Q: 3 clusters Score -3504806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3504808.250000 Penalty: 3324.192627
	Iteration 50Q: 3 clusters Score -3504808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3504806.750000 Penalty: 3324.192627
	Iteration 51Q: 3 clusters Score -3504807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3504806.750000 Penalty: 3324.192627
	Iteration 52F: 3 clusters Score -3504807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (85116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Entering Unmasked Estep 
Score: -10838509.000000 Penalty: 1844.662720
	Iteration 0F: 2 clusters Score -1.083851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -10782381.000000 Penalty: 3689.325439
	Iteration 0F: 3 clusters Score -1.078238e+07 nChanged 40463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -10806158.000000 Penalty: 3689.325439
	Iteration 1F: 3 clusters Score -1.080616e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -10807155.000000 Penalty: 3689.325439
	Iteration 2Q: 3 clusters Score -1.080716e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -10808405.000000 Penalty: 3689.325439
	Iteration 3Q: 3 clusters Score -1.08084e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -10810285.000000 Penalty: 3689.325439
	Iteration 4Q: 3 clusters Score -1.081028e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -10813033.000000 Penalty: 3689.325439
	Iteration 5F: 3 clusters Score -1.081303e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -10816840.000000 Penalty: 3689.325439
	Iteration 6F: 3 clusters Score -1.081684e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -10821502.000000 Penalty: 3689.325439
	Iteration 7F: 3 clusters Score -1.08215e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -10825858.000000 Penalty: 3689.325439
	Iteration 8F: 3 clusters Score -1.082586e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -10828942.000000 Penalty: 3689.325439
	Iteration 9F: 3 clusters Score -1.082894e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -10830951.000000 Penalty: 3689.325439
	Iteration 10Q: 3 clusters Score -1.083095e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -10832038.000000 Penalty: 3689.325439
	Iteration 11Q: 3 clusters Score -1.083204e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -10832690.000000 Penalty: 3689.325439
	Iteration 12Q: 3 clusters Score -1.083269e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -10833102.000000 Penalty: 3689.325439
	Iteration 13Q: 3 clusters Score -1.08331e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -10833378.000000 Penalty: 3689.325439
	Iteration 14Q: 3 clusters Score -1.083338e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -10833592.000000 Penalty: 3689.325439
	Iteration 15Q: 3 clusters Score -1.083359e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -10833807.000000 Penalty: 3689.325439
	Iteration 16Q: 3 clusters Score -1.083381e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 59583 members 
Entering Unmasked Estep 
Score: -10834015.000000 Penalty: 3689.325439
	Iteration 17Q: 3 clusters Score -1.083402e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -10834131.000000 Penalty: 3689.325439
	Iteration 18Q: 3 clusters Score -1.083413e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -10834265.000000 Penalty: 3689.325439
	Iteration 19Q: 3 clusters Score -1.083426e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -10834338.000000 Penalty: 3689.325439
	Iteration 20F: 3 clusters Score -1.083434e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -10834435.000000 Penalty: 3689.325439
	Iteration 21Q: 3 clusters Score -1.083444e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -10834502.000000 Penalty: 3689.325439
	Iteration 22Q: 3 clusters Score -1.08345e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -10834598.000000 Penalty: 3689.325439
	Iteration 23Q: 3 clusters Score -1.08346e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -10834628.000000 Penalty: 3689.325439
	Iteration 24Q: 3 clusters Score -1.083463e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -10834712.000000 Penalty: 3689.325439
	Iteration 25Q: 3 clusters Score -1.083471e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 65354 members 
Entering Unmasked Estep 
Score: -10834812.000000 Penalty: 3689.325439
	Iteration 26Q: 3 clusters Score -1.083481e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 65942 members 
Entering Unmasked Estep 
Score: -10834843.000000 Penalty: 3689.325439
	Iteration 27Q: 3 clusters Score -1.083484e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
Score: -10834946.000000 Penalty: 3689.325439
	Iteration 28Q: 3 clusters Score -1.083495e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 67016 members 
Entering Unmasked Estep 
Score: -10834946.000000 Penalty: 3689.325439
	Iteration 29Q: 3 clusters Score -1.083495e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -10834983.000000 Penalty: 3689.325439
	Iteration 30Q: 3 clusters Score -1.083498e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -10835037.000000 Penalty: 3689.325439
	Iteration 31Q: 3 clusters Score -1.083504e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 68521 members 
Entering Unmasked Estep 
Score: -10835081.000000 Penalty: 3689.325439
	Iteration 32Q: 3 clusters Score -1.083508e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 69037 members 
Entering Unmasked Estep 
Score: -10835160.000000 Penalty: 3689.325439
	Iteration 33Q: 3 clusters Score -1.083516e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -10835208.000000 Penalty: 3689.325439
	Iteration 34Q: 3 clusters Score -1.083521e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 69977 members 
Entering Unmasked Estep 
Score: -10835278.000000 Penalty: 3689.325439
	Iteration 35Q: 3 clusters Score -1.083528e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -10835341.000000 Penalty: 3689.325439
	Iteration 36Q: 3 clusters Score -1.083534e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -10835430.000000 Penalty: 3689.325439
	Iteration 37Q: 3 clusters Score -1.083543e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 71470 members 
Entering Unmasked Estep 
Score: -10835506.000000 Penalty: 3689.325439
	Iteration 38Q: 3 clusters Score -1.083551e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -10835588.000000 Penalty: 3689.325439
	Iteration 39Q: 3 clusters Score -1.083559e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -10835666.000000 Penalty: 3689.325439
	Iteration 40F: 3 clusters Score -1.083567e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -10835728.000000 Penalty: 3689.325439
	Iteration 41Q: 3 clusters Score -1.083573e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 73027 members 
Entering Unmasked Estep 
Score: -10835768.000000 Penalty: 3689.325439
	Iteration 42Q: 3 clusters Score -1.083577e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -10835741.000000 Penalty: 3689.325439
	Iteration 43Q: 3 clusters Score -1.083574e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -10835737.000000 Penalty: 3689.325439
	Iteration 44Q: 3 clusters Score -1.083574e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 73926 members 
Entering Unmasked Estep 
Score: -10835746.000000 Penalty: 3689.325439
	Iteration 45Q: 3 clusters Score -1.083575e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -10835758.000000 Penalty: 3689.325439
	Iteration 46Q: 3 clusters Score -1.083576e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -10835808.000000 Penalty: 3689.325439
	Iteration 47Q: 3 clusters Score -1.083581e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 74829 members 
Entering Unmasked Estep 
Score: -10835852.000000 Penalty: 3689.325439
	Iteration 48Q: 3 clusters Score -1.083585e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 75145 members 
Entering Unmasked Estep 
Score: -10835878.000000 Penalty: 3689.325439
	Iteration 49Q: 3 clusters Score -1.083588e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -10835911.000000 Penalty: 3689.325439
	Iteration 50Q: 3 clusters Score -1.083591e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 75815 members 
Entering Unmasked Estep 
Score: -10835914.000000 Penalty: 3689.325439
	Iteration 51Q: 3 clusters Score -1.083591e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 76157 members 
Entering Unmasked Estep 
Score: -10835966.000000 Penalty: 3689.325439
	Iteration 52Q: 3 clusters Score -1.083597e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 76462 members 
Entering Unmasked Estep 
Score: -10836008.000000 Penalty: 3689.325439
	Iteration 53Q: 3 clusters Score -1.083601e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 76750 members 
Entering Unmasked Estep 
Score: -10836083.000000 Penalty: 3689.325439
	Iteration 54Q: 3 clusters Score -1.083608e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 77038 members 
Entering Unmasked Estep 
Score: -10836109.000000 Penalty: 3689.325439
	Iteration 55Q: 3 clusters Score -1.083611e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 77330 members 
Entering Unmasked Estep 
Score: -10836121.000000 Penalty: 3689.325439
	Iteration 56Q: 3 clusters Score -1.083612e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 77595 members 
Entering Unmasked Estep 
Score: -10836160.000000 Penalty: 3689.325439
	Iteration 57Q: 3 clusters Score -1.083616e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -10836167.000000 Penalty: 3689.325439
	Iteration 58Q: 3 clusters Score -1.083617e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 78086 members 
Entering Unmasked Estep 
Score: -10836184.000000 Penalty: 3689.325439
	Iteration 59Q: 3 clusters Score -1.083618e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -10836195.000000 Penalty: 3689.325439
	Iteration 60F: 3 clusters Score -1.08362e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 78552 members 
Entering Unmasked Estep 
Score: -10836215.000000 Penalty: 3689.325439
	Iteration 61Q: 3 clusters Score -1.083622e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 78771 members 
Entering Unmasked Estep 
Score: -10836248.000000 Penalty: 3689.325439
	Iteration 62Q: 3 clusters Score -1.083625e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 78967 members 
Entering Unmasked Estep 
Score: -10836275.000000 Penalty: 3689.325439
	Iteration 63Q: 3 clusters Score -1.083628e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -10836304.000000 Penalty: 3689.325439
	Iteration 64Q: 3 clusters Score -1.08363e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -10836288.000000 Penalty: 3689.325439
	Iteration 65Q: 3 clusters Score -1.083629e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -10836298.000000 Penalty: 3689.325439
	Iteration 66Q: 3 clusters Score -1.08363e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -10836314.000000 Penalty: 3689.325439
	Iteration 67Q: 3 clusters Score -1.083631e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 79996 members 
Entering Unmasked Estep 
Score: -10836361.000000 Penalty: 3689.325439
	Iteration 68Q: 3 clusters Score -1.083636e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 80179 members 
Entering Unmasked Estep 
Score: -10836368.000000 Penalty: 3689.325439
	Iteration 69Q: 3 clusters Score -1.083637e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -10836417.000000 Penalty: 3689.325439
	Iteration 70Q: 3 clusters Score -1.083642e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -10836468.000000 Penalty: 3689.325439
	Iteration 71Q: 3 clusters Score -1.083647e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 80736 members 
Entering Unmasked Estep 
Score: -10836515.000000 Penalty: 3689.325439
	Iteration 72Q: 3 clusters Score -1.083652e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -10836564.000000 Penalty: 3689.325439
	Iteration 73Q: 3 clusters Score -1.083656e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 81128 members 
Entering Unmasked Estep 
Score: -10836590.000000 Penalty: 3689.325439
	Iteration 74Q: 3 clusters Score -1.083659e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -10836603.000000 Penalty: 3689.325439
	Iteration 75Q: 3 clusters Score -1.08366e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 81480 members 
Entering Unmasked Estep 
Score: -10836637.000000 Penalty: 3689.325439
	Iteration 76Q: 3 clusters Score -1.083664e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 81660 members 
Entering Unmasked Estep 
Score: -10836677.000000 Penalty: 3689.325439
	Iteration 77Q: 3 clusters Score -1.083668e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 81828 members 
Entering Unmasked Estep 
Score: -10836700.000000 Penalty: 3689.325439
	Iteration 78Q: 3 clusters Score -1.08367e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
Score: -10836705.000000 Penalty: 3689.325439
	Iteration 79Q: 3 clusters Score -1.08367e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 82131 members 
Entering Unmasked Estep 
Score: -10836711.000000 Penalty: 3689.325439
	Iteration 80F: 3 clusters Score -1.083671e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -10836756.000000 Penalty: 3689.325439
	Iteration 81Q: 3 clusters Score -1.083676e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 82439 members 
Entering Unmasked Estep 
Score: -10836789.000000 Penalty: 3689.325439
	Iteration 82Q: 3 clusters Score -1.083679e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 82575 members 
Entering Unmasked Estep 
Score: -10836807.000000 Penalty: 3689.325439
	Iteration 83Q: 3 clusters Score -1.083681e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -10836834.000000 Penalty: 3689.325439
	Iteration 84Q: 3 clusters Score -1.083683e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 82799 members 
Entering Unmasked Estep 
Score: -10836816.000000 Penalty: 3689.325439
	Iteration 85Q: 3 clusters Score -1.083682e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 82897 members 
Entering Unmasked Estep 
Score: -10836808.000000 Penalty: 3689.325439
	Iteration 86Q: 3 clusters Score -1.083681e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -10836843.000000 Penalty: 3689.325439
	Iteration 87Q: 3 clusters Score -1.083684e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -10836856.000000 Penalty: 3689.325439
	Iteration 88Q: 3 clusters Score -1.083686e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -10836861.000000 Penalty: 3689.325439
	Iteration 89Q: 3 clusters Score -1.083686e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -10836889.000000 Penalty: 3689.325439
	Iteration 90Q: 3 clusters Score -1.083689e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -10836881.000000 Penalty: 3689.325439
	Iteration 91Q: 3 clusters Score -1.083688e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 83382 members 
Entering Unmasked Estep 
Score: -10836890.000000 Penalty: 3689.325439
	Iteration 92Q: 3 clusters Score -1.083689e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 83464 members 
Entering Unmasked Estep 
Score: -10836932.000000 Penalty: 3689.325439
	Iteration 93Q: 3 clusters Score -1.083693e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 83537 members 
Entering Unmasked Estep 
Score: -10836936.000000 Penalty: 3689.325439
	Iteration 94Q: 3 clusters Score -1.083694e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 83595 members 
Entering Unmasked Estep 
Score: -10836945.000000 Penalty: 3689.325439
	Iteration 95Q: 3 clusters Score -1.083694e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -10836983.000000 Penalty: 3689.325439
	Iteration 96Q: 3 clusters Score -1.083698e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -10836988.000000 Penalty: 3689.325439
	Iteration 97Q: 3 clusters Score -1.083699e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -10837010.000000 Penalty: 3689.325439
	Iteration 98Q: 3 clusters Score -1.083701e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -10836997.000000 Penalty: 3689.325439
	Iteration 99Q: 3 clusters Score -1.0837e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 83863 members 
Entering Unmasked Estep 
Score: -10837013.000000 Penalty: 3689.325439
	Iteration 100F: 3 clusters Score -1.083701e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -10837029.000000 Penalty: 3689.325439
	Iteration 101Q: 3 clusters Score -1.083703e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 83936 members 
Entering Unmasked Estep 
Score: -10837040.000000 Penalty: 3689.325439
	Iteration 102Q: 3 clusters Score -1.083704e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 83960 members 
Entering Unmasked Estep 
Score: -10837045.000000 Penalty: 3689.325439
	Iteration 103Q: 3 clusters Score -1.083704e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -10837067.000000 Penalty: 3689.325439
	Iteration 104Q: 3 clusters Score -1.083707e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -10837093.000000 Penalty: 3689.325439
	Iteration 105Q: 3 clusters Score -1.083709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 84025 members 
Entering Unmasked Estep 
Score: -10837100.000000 Penalty: 3689.325439
	Iteration 106Q: 3 clusters Score -1.08371e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 84048 members 
Entering Unmasked Estep 
Score: -10837092.000000 Penalty: 3689.325439
	Iteration 107Q: 3 clusters Score -1.083709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 84073 members 
Entering Unmasked Estep 
Score: -10837106.000000 Penalty: 3689.325439
	Iteration 108Q: 3 clusters Score -1.083711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 84090 members 
Entering Unmasked Estep 
Score: -10837108.000000 Penalty: 3689.325439
	Iteration 109Q: 3 clusters Score -1.083711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 84105 members 
Entering Unmasked Estep 
Score: -10837115.000000 Penalty: 3689.325439
	Iteration 110Q: 3 clusters Score -1.083712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 84111 members 
Entering Unmasked Estep 
Score: -10837109.000000 Penalty: 3689.325439
	Iteration 111Q: 3 clusters Score -1.083711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -10837110.000000 Penalty: 3689.325439
	Iteration 112Q: 3 clusters Score -1.083711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -10837111.000000 Penalty: 3689.325439
	Iteration 113Q: 3 clusters Score -1.083711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -10837102.000000 Penalty: 3689.325439
	Iteration 114Q: 3 clusters Score -1.08371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -10837117.000000 Penalty: 3689.325439
	Iteration 115Q: 3 clusters Score -1.083712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 84133 members 
Entering Unmasked Estep 
Score: -10837106.000000 Penalty: 3689.325439
	Iteration 116Q: 3 clusters Score -1.083711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 84134 members 
Entering Unmasked Estep 
Score: -10837107.000000 Penalty: 3689.325439
	Iteration 117Q: 3 clusters Score -1.083711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 84136 members 
Entering Unmasked Estep 
Score: -10837107.000000 Penalty: 3689.325439
	Iteration 118Q: 3 clusters Score -1.083711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 84137 members 
Entering Unmasked Estep 
Score: -10837106.000000 Penalty: 3689.325439
	Iteration 119Q: 3 clusters Score -1.083711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -10837110.000000 Penalty: 3689.325439
	Iteration 120F: 3 clusters Score -1.083711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -10837112.000000 Penalty: 3689.325439
	Iteration 121Q: 3 clusters Score -1.083711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -10837112.000000 Penalty: 3689.325439
	Iteration 122F: 3 clusters Score -1.083711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Entering Unmasked Estep 
Score: -889058.687500 Penalty: 1439.508057
	Iteration 0F: 2 clusters Score -889058.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -883868.937500 Penalty: 2879.016113
	Iteration 0F: 3 clusters Score -883868.9 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -885548.875000 Penalty: 2879.016113
	Iteration 1F: 3 clusters Score -885548.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -886024.125000 Penalty: 2879.016113
	Iteration 2F: 3 clusters Score -886024.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -886497.375000 Penalty: 2879.016113
	Iteration 3F: 3 clusters Score -886497.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -886925.187500 Penalty: 2879.016113
	Iteration 4F: 3 clusters Score -886925.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -887281.000000 Penalty: 2879.016113
	Iteration 5F: 3 clusters Score -887281 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -887580.062500 Penalty: 2879.016113
	Iteration 6F: 3 clusters Score -887580.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -887865.375000 Penalty: 2879.016113
	Iteration 7F: 3 clusters Score -887865.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -888066.250000 Penalty: 2879.016113
	Iteration 8Q: 3 clusters Score -888066.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -888222.937500 Penalty: 2879.016113
	Iteration 9Q: 3 clusters Score -888222.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -888336.562500 Penalty: 2879.016113
	Iteration 10Q: 3 clusters Score -888336.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -888390.875000 Penalty: 2879.016113
	Iteration 11Q: 3 clusters Score -888390.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -888420.750000 Penalty: 2879.016113
	Iteration 12Q: 3 clusters Score -888420.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -888448.125000 Penalty: 2879.016113
	Iteration 13Q: 3 clusters Score -888448.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -888470.812500 Penalty: 2879.016113
	Iteration 14Q: 3 clusters Score -888470.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -888494.687500 Penalty: 2879.016113
	Iteration 15Q: 3 clusters Score -888494.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -888513.875000 Penalty: 2879.016113
	Iteration 16Q: 3 clusters Score -888513.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -888531.437500 Penalty: 2879.016113
	Iteration 17Q: 3 clusters Score -888531.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -888544.250000 Penalty: 2879.016113
	Iteration 18Q: 3 clusters Score -888544.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -888557.937500 Penalty: 2879.016113
	Iteration 19Q: 3 clusters Score -888557.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -888570.000000 Penalty: 2879.016113
	Iteration 20F: 3 clusters Score -888570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -888580.562500 Penalty: 2879.016113
	Iteration 21Q: 3 clusters Score -888580.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -888588.000000 Penalty: 2879.016113
	Iteration 22Q: 3 clusters Score -888588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -888592.812500 Penalty: 2879.016113
	Iteration 23Q: 3 clusters Score -888592.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -888593.437500 Penalty: 2879.016113
	Iteration 24Q: 3 clusters Score -888593.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -888594.625000 Penalty: 2879.016113
	Iteration 25Q: 3 clusters Score -888594.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -888598.812500 Penalty: 2879.016113
	Iteration 26Q: 3 clusters Score -888598.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -888600.312500 Penalty: 2879.016113
	Iteration 27Q: 3 clusters Score -888600.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -888605.250000 Penalty: 2879.016113
	Iteration 28Q: 3 clusters Score -888605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -888605.187500 Penalty: 2879.016113
	Iteration 29Q: 3 clusters Score -888605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -888607.625000 Penalty: 2879.016113
	Iteration 30Q: 3 clusters Score -888607.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -888608.125000 Penalty: 2879.016113
	Iteration 31Q: 3 clusters Score -888608.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -888607.187500 Penalty: 2879.016113
	Iteration 32Q: 3 clusters Score -888607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -888606.562500 Penalty: 2879.016113
	Iteration 33Q: 3 clusters Score -888606.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -888608.187500 Penalty: 2879.016113
	Iteration 34Q: 3 clusters Score -888608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -888608.812500 Penalty: 2879.016113
	Iteration 35Q: 3 clusters Score -888608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -888609.375000 Penalty: 2879.016113
	Iteration 36Q: 3 clusters Score -888609.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -888609.375000 Penalty: 2879.016113
	Iteration 37F: 3 clusters Score -888609.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Entering Unmasked Estep 
Score: -1388198.625000 Penalty: 1519.009644
	Iteration 0F: 2 clusters Score -1388199 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 5864 members 
Entering Unmasked Estep 
Score: -1380123.250000 Penalty: 3038.019287
	Iteration 0F: 3 clusters Score -1380123 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1383322.375000 Penalty: 3038.019287
	Iteration 1F: 3 clusters Score -1383322 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1384093.000000 Penalty: 3038.019287
	Iteration 2F: 3 clusters Score -1384093 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1384897.750000 Penalty: 3038.019287
	Iteration 3F: 3 clusters Score -1384898 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1385640.000000 Penalty: 3038.019287
	Iteration 4F: 3 clusters Score -1385640 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1386260.500000 Penalty: 3038.019287
	Iteration 5F: 3 clusters Score -1386260 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1386796.500000 Penalty: 3038.019287
	Iteration 6F: 3 clusters Score -1386796 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1387164.250000 Penalty: 3038.019287
	Iteration 7Q: 3 clusters Score -1387164 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1387368.000000 Penalty: 3038.019287
	Iteration 8Q: 3 clusters Score -1387368 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1387472.875000 Penalty: 3038.019287
	Iteration 9Q: 3 clusters Score -1387473 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1387531.875000 Penalty: 3038.019287
	Iteration 10Q: 3 clusters Score -1387532 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1387584.125000 Penalty: 3038.019287
	Iteration 11Q: 3 clusters Score -1387584 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1387619.250000 Penalty: 3038.019287
	Iteration 12Q: 3 clusters Score -1387619 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1387646.000000 Penalty: 3038.019287
	Iteration 13Q: 3 clusters Score -1387646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1387657.750000 Penalty: 3038.019287
	Iteration 14Q: 3 clusters Score -1387658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1387670.625000 Penalty: 3038.019287
	Iteration 15Q: 3 clusters Score -1387671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1387677.875000 Penalty: 3038.019287
	Iteration 16Q: 3 clusters Score -1387678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1387681.000000 Penalty: 3038.019287
	Iteration 17Q: 3 clusters Score -1387681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1387683.750000 Penalty: 3038.019287
	Iteration 18Q: 3 clusters Score -1387684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1387690.375000 Penalty: 3038.019287
	Iteration 19Q: 3 clusters Score -1387690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1387690.500000 Penalty: 3038.019287
	Iteration 20F: 3 clusters Score -1387690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1387691.750000 Penalty: 3038.019287
	Iteration 21Q: 3 clusters Score -1387692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1387695.625000 Penalty: 3038.019287
	Iteration 22Q: 3 clusters Score -1387696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1387696.125000 Penalty: 3038.019287
	Iteration 23Q: 3 clusters Score -1387696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1387696.250000 Penalty: 3038.019287
	Iteration 24Q: 3 clusters Score -1387696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1387696.375000 Penalty: 3038.019287
	Iteration 25Q: 3 clusters Score -1387696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1387696.625000 Penalty: 3038.019287
	Iteration 26Q: 3 clusters Score -1387697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1387697.125000 Penalty: 3038.019287
	Iteration 27Q: 3 clusters Score -1387697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1387698.375000 Penalty: 3038.019287
	Iteration 28Q: 3 clusters Score -1387698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1387703.125000 Penalty: 3038.019287
	Iteration 29Q: 3 clusters Score -1387703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1387706.500000 Penalty: 3038.019287
	Iteration 30Q: 3 clusters Score -1387706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1387705.125000 Penalty: 3038.019287
	Iteration 31Q: 3 clusters Score -1387705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1387705.500000 Penalty: 3038.019287
	Iteration 32Q: 3 clusters Score -1387706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1387705.000000 Penalty: 3038.019287
	Iteration 33Q: 3 clusters Score -1387705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1387705.625000 Penalty: 3038.019287
	Iteration 34Q: 3 clusters Score -1387706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1387707.125000 Penalty: 3038.019287
	Iteration 35Q: 3 clusters Score -1387707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1387705.125000 Penalty: 3038.019287
	Iteration 36Q: 3 clusters Score -1387705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1387704.375000 Penalty: 3038.019287
	Iteration 37Q: 3 clusters Score -1387704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1387704.375000 Penalty: 3038.019287
	Iteration 38F: 3 clusters Score -1387704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Entering Unmasked Estep 
Score: -483340.656250 Penalty: 1353.530273
	Iteration 0F: 2 clusters Score -483340.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -479925.750000 Penalty: 2707.060547
	Iteration 0F: 3 clusters Score -479925.8 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -480899.000000 Penalty: 2707.060547
	Iteration 1F: 3 clusters Score -480899 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -481117.781250 Penalty: 2707.060547
	Iteration 2F: 3 clusters Score -481117.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -481273.656250 Penalty: 2707.060547
	Iteration 3F: 3 clusters Score -481273.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -481371.781250 Penalty: 2707.060547
	Iteration 4Q: 3 clusters Score -481371.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -481430.187500 Penalty: 2707.060547
	Iteration 5Q: 3 clusters Score -481430.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -481478.593750 Penalty: 2707.060547
	Iteration 6Q: 3 clusters Score -481478.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -481509.000000 Penalty: 2707.060547
	Iteration 7Q: 3 clusters Score -481509 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -481530.593750 Penalty: 2707.060547
	Iteration 8Q: 3 clusters Score -481530.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -481550.000000 Penalty: 2707.060547
	Iteration 9Q: 3 clusters Score -481550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -481572.656250 Penalty: 2707.060547
	Iteration 10Q: 3 clusters Score -481572.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -481598.812500 Penalty: 2707.060547
	Iteration 11Q: 3 clusters Score -481598.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -481617.906250 Penalty: 2707.060547
	Iteration 12Q: 3 clusters Score -481617.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -481635.187500 Penalty: 2707.060547
	Iteration 13Q: 3 clusters Score -481635.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -481650.625000 Penalty: 2707.060547
	Iteration 14Q: 3 clusters Score -481650.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -481666.750000 Penalty: 2707.060547
	Iteration 15Q: 3 clusters Score -481666.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -481682.250000 Penalty: 2707.060547
	Iteration 16Q: 3 clusters Score -481682.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -481695.468750 Penalty: 2707.060547
	Iteration 17Q: 3 clusters Score -481695.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -481709.812500 Penalty: 2707.060547
	Iteration 18Q: 3 clusters Score -481709.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -481727.750000 Penalty: 2707.060547
	Iteration 19Q: 3 clusters Score -481727.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -481748.343750 Penalty: 2707.060547
	Iteration 20F: 3 clusters Score -481748.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -481762.562500 Penalty: 2707.060547
	Iteration 21Q: 3 clusters Score -481762.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -481777.187500 Penalty: 2707.060547
	Iteration 22Q: 3 clusters Score -481777.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -481792.718750 Penalty: 2707.060547
	Iteration 23Q: 3 clusters Score -481792.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -481815.125000 Penalty: 2707.060547
	Iteration 24Q: 3 clusters Score -481815.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -481838.875000 Penalty: 2707.060547
	Iteration 25Q: 3 clusters Score -481838.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -481864.093750 Penalty: 2707.060547
	Iteration 26Q: 3 clusters Score -481864.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -481892.156250 Penalty: 2707.060547
	Iteration 27Q: 3 clusters Score -481892.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -481929.375000 Penalty: 2707.060547
	Iteration 28Q: 3 clusters Score -481929.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -481955.250000 Penalty: 2707.060547
	Iteration 29Q: 3 clusters Score -481955.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -481980.156250 Penalty: 2707.060547
	Iteration 30Q: 3 clusters Score -481980.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -482006.531250 Penalty: 2707.060547
	Iteration 31Q: 3 clusters Score -482006.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -482027.312500 Penalty: 2707.060547
	Iteration 32Q: 3 clusters Score -482027.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -482045.468750 Penalty: 2707.060547
	Iteration 33Q: 3 clusters Score -482045.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -482054.875000 Penalty: 2707.060547
	Iteration 34Q: 3 clusters Score -482054.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -482063.125000 Penalty: 2707.060547
	Iteration 35Q: 3 clusters Score -482063.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -482070.437500 Penalty: 2707.060547
	Iteration 36Q: 3 clusters Score -482070.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -482079.468750 Penalty: 2707.060547
	Iteration 37Q: 3 clusters Score -482079.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -482089.093750 Penalty: 2707.060547
	Iteration 38Q: 3 clusters Score -482089.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -482093.531250 Penalty: 2707.060547
	Iteration 39Q: 3 clusters Score -482093.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -482101.187500 Penalty: 2707.060547
	Iteration 40F: 3 clusters Score -482101.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -482109.062500 Penalty: 2707.060547
	Iteration 41Q: 3 clusters Score -482109.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -482114.218750 Penalty: 2707.060547
	Iteration 42Q: 3 clusters Score -482114.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -482119.437500 Penalty: 2707.060547
	Iteration 43Q: 3 clusters Score -482119.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -482123.062500 Penalty: 2707.060547
	Iteration 44Q: 3 clusters Score -482123.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -482127.125000 Penalty: 2707.060547
	Iteration 45Q: 3 clusters Score -482127.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -482130.125000 Penalty: 2707.060547
	Iteration 46Q: 3 clusters Score -482130.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -482131.593750 Penalty: 2707.060547
	Iteration 47Q: 3 clusters Score -482131.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -482132.437500 Penalty: 2707.060547
	Iteration 48Q: 3 clusters Score -482132.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -482133.937500 Penalty: 2707.060547
	Iteration 49Q: 3 clusters Score -482133.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -482136.437500 Penalty: 2707.060547
	Iteration 50Q: 3 clusters Score -482136.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -482138.375000 Penalty: 2707.060547
	Iteration 51Q: 3 clusters Score -482138.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -482139.843750 Penalty: 2707.060547
	Iteration 52Q: 3 clusters Score -482139.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -482141.250000 Penalty: 2707.060547
	Iteration 53Q: 3 clusters Score -482141.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -482143.468750 Penalty: 2707.060547
	Iteration 54Q: 3 clusters Score -482143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -482143.031250 Penalty: 2707.060547
	Iteration 55Q: 3 clusters Score -482143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -482143.437500 Penalty: 2707.060547
	Iteration 56Q: 3 clusters Score -482143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -482143.343750 Penalty: 2707.060547
	Iteration 57Q: 3 clusters Score -482143.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -482144.218750 Penalty: 2707.060547
	Iteration 58Q: 3 clusters Score -482144.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -482144.218750 Penalty: 2707.060547
	Iteration 59F: 3 clusters Score -482144.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Entering Unmasked Estep 
Score: -1454470.625000 Penalty: 1520.868530
	Iteration 0F: 2 clusters Score -1454471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1446214.250000 Penalty: 3041.737061
	Iteration 0F: 3 clusters Score -1446214 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1448966.750000 Penalty: 3041.737061
	Iteration 1F: 3 clusters Score -1448967 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1449249.125000 Penalty: 3041.737061
	Iteration 2F: 3 clusters Score -1449249 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1449469.375000 Penalty: 3041.737061
	Iteration 3Q: 3 clusters Score -1449469 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1449658.250000 Penalty: 3041.737061
	Iteration 4Q: 3 clusters Score -1449658 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1449838.375000 Penalty: 3041.737061
	Iteration 5Q: 3 clusters Score -1449838 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1450049.750000 Penalty: 3041.737061
	Iteration 6Q: 3 clusters Score -1450050 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1450308.375000 Penalty: 3041.737061
	Iteration 7Q: 3 clusters Score -1450308 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1450641.750000 Penalty: 3041.737061
	Iteration 8Q: 3 clusters Score -1450642 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1451039.750000 Penalty: 3041.737061
	Iteration 9Q: 3 clusters Score -1451040 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1451506.750000 Penalty: 3041.737061
	Iteration 10Q: 3 clusters Score -1451507 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1451937.250000 Penalty: 3041.737061
	Iteration 11Q: 3 clusters Score -1451937 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1452297.500000 Penalty: 3041.737061
	Iteration 12Q: 3 clusters Score -1452298 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1452522.625000 Penalty: 3041.737061
	Iteration 13Q: 3 clusters Score -1452523 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1452662.625000 Penalty: 3041.737061
	Iteration 14Q: 3 clusters Score -1452663 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1452772.750000 Penalty: 3041.737061
	Iteration 15Q: 3 clusters Score -1452773 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1452849.375000 Penalty: 3041.737061
	Iteration 16Q: 3 clusters Score -1452849 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1452903.875000 Penalty: 3041.737061
	Iteration 17Q: 3 clusters Score -1452904 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1452948.500000 Penalty: 3041.737061
	Iteration 18Q: 3 clusters Score -1452948 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1452990.375000 Penalty: 3041.737061
	Iteration 19Q: 3 clusters Score -1452990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1453018.625000 Penalty: 3041.737061
	Iteration 20F: 3 clusters Score -1453019 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1453041.625000 Penalty: 3041.737061
	Iteration 21Q: 3 clusters Score -1453042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1453070.250000 Penalty: 3041.737061
	Iteration 22Q: 3 clusters Score -1453070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1453095.000000 Penalty: 3041.737061
	Iteration 23Q: 3 clusters Score -1453095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1453109.000000 Penalty: 3041.737061
	Iteration 24Q: 3 clusters Score -1453109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1453118.000000 Penalty: 3041.737061
	Iteration 25Q: 3 clusters Score -1453118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1453127.625000 Penalty: 3041.737061
	Iteration 26Q: 3 clusters Score -1453128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1453131.875000 Penalty: 3041.737061
	Iteration 27Q: 3 clusters Score -1453132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1453138.875000 Penalty: 3041.737061
	Iteration 28Q: 3 clusters Score -1453139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1453144.875000 Penalty: 3041.737061
	Iteration 29Q: 3 clusters Score -1453145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1453151.750000 Penalty: 3041.737061
	Iteration 30Q: 3 clusters Score -1453152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1453160.500000 Penalty: 3041.737061
	Iteration 31Q: 3 clusters Score -1453160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1453163.625000 Penalty: 3041.737061
	Iteration 32Q: 3 clusters Score -1453164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1453172.125000 Penalty: 3041.737061
	Iteration 33Q: 3 clusters Score -1453172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1453181.375000 Penalty: 3041.737061
	Iteration 34Q: 3 clusters Score -1453181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1453184.250000 Penalty: 3041.737061
	Iteration 35Q: 3 clusters Score -1453184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1453192.750000 Penalty: 3041.737061
	Iteration 36Q: 3 clusters Score -1453193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1453195.500000 Penalty: 3041.737061
	Iteration 37Q: 3 clusters Score -1453196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1453198.375000 Penalty: 3041.737061
	Iteration 38Q: 3 clusters Score -1453198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1453198.500000 Penalty: 3041.737061
	Iteration 39Q: 3 clusters Score -1453198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1453202.000000 Penalty: 3041.737061
	Iteration 40F: 3 clusters Score -1453202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1453203.750000 Penalty: 3041.737061
	Iteration 41Q: 3 clusters Score -1453204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1453208.625000 Penalty: 3041.737061
	Iteration 42Q: 3 clusters Score -1453209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1453212.500000 Penalty: 3041.737061
	Iteration 43Q: 3 clusters Score -1453212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1453215.125000 Penalty: 3041.737061
	Iteration 44Q: 3 clusters Score -1453215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1453214.875000 Penalty: 3041.737061
	Iteration 45Q: 3 clusters Score -1453215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1453215.125000 Penalty: 3041.737061
	Iteration 46Q: 3 clusters Score -1453215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1453216.625000 Penalty: 3041.737061
	Iteration 47Q: 3 clusters Score -1453217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1453215.000000 Penalty: 3041.737061
	Iteration 48Q: 3 clusters Score -1453215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1453215.875000 Penalty: 3041.737061
	Iteration 49Q: 3 clusters Score -1453216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1453215.875000 Penalty: 3041.737061
	Iteration 50F: 3 clusters Score -1453216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -21785.488281 Penalty: 892.622498
	Iteration 0F: 2 clusters Score -21785.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21174.951172 Penalty: 1785.244995
	Iteration 0F: 3 clusters Score -21174.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21487.636719 Penalty: 1785.244995
	Iteration 1F: 3 clusters Score -21487.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21809.314453 Penalty: 1785.244995
	Iteration 2F: 3 clusters Score -21809.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21966.464844 Penalty: 1785.244995
	Iteration 3F: 3 clusters Score -21966.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22126.976562 Penalty: 1785.244995
	Iteration 4Q: 3 clusters Score -22126.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22189.318359 Penalty: 1785.244995
	Iteration 5Q: 3 clusters Score -22189.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22260.998047 Penalty: 1785.244995
	Iteration 6Q: 3 clusters Score -22261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22289.691406 Penalty: 1785.244995
	Iteration 7Q: 3 clusters Score -22289.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22388.892578 Penalty: 1785.244995
	Iteration 8Q: 3 clusters Score -22388.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22390.185547 Penalty: 1785.244995
	Iteration 9F: 3 clusters Score -22390.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22395.566406 Penalty: 1785.244995
	Iteration 10Q: 3 clusters Score -22395.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22395.566406 Penalty: 1785.244995
	Iteration 11F: 3 clusters Score -22395.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 27951 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23438 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133582 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 72997 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88295 members 
Mstep: Class 14 contains 3824 members 
Mstep: Class 15 contains 26874 members 
Mstep: Class 16 contains 2123 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16888 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27675 members 
Mstep: Class 23 contains 85116 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11473 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 96 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7848 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 132555 members 
Mstep: Class 34 contains 147 members 
Entering Unmasked Estep 
Score: -108942040.000000 Penalty: 75654.937500
Splitting cluster 28 changes total score from -108942736.000000 to -108942040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -291349.343750 Penalty: 1275.768433
	Iteration 0F: 2 clusters Score -291349.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -288928.437500 Penalty: 2551.536865
	Iteration 0F: 3 clusters Score -288928.4 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -289511.812500 Penalty: 2551.536865
	Iteration 1F: 3 clusters Score -289511.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -289647.593750 Penalty: 2551.536865
	Iteration 2F: 3 clusters Score -289647.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -289780.750000 Penalty: 2551.536865
	Iteration 3F: 3 clusters Score -289780.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -289888.625000 Penalty: 2551.536865
	Iteration 4Q: 3 clusters Score -289888.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -289997.562500 Penalty: 2551.536865
	Iteration 5Q: 3 clusters Score -289997.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -290106.000000 Penalty: 2551.536865
	Iteration 6Q: 3 clusters Score -290106 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -290210.875000 Penalty: 2551.536865
	Iteration 7Q: 3 clusters Score -290210.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -290294.750000 Penalty: 2551.536865
	Iteration 8Q: 3 clusters Score -290294.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -290371.250000 Penalty: 2551.536865
	Iteration 9Q: 3 clusters Score -290371.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -290439.218750 Penalty: 2551.536865
	Iteration 10Q: 3 clusters Score -290439.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -290486.156250 Penalty: 2551.536865
	Iteration 11Q: 3 clusters Score -290486.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -290531.718750 Penalty: 2551.536865
	Iteration 12Q: 3 clusters Score -290531.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -290557.906250 Penalty: 2551.536865
	Iteration 13Q: 3 clusters Score -290557.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -290574.500000 Penalty: 2551.536865
	Iteration 14Q: 3 clusters Score -290574.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -290594.906250 Penalty: 2551.536865
	Iteration 15Q: 3 clusters Score -290594.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -290608.187500 Penalty: 2551.536865
	Iteration 16Q: 3 clusters Score -290608.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -290618.968750 Penalty: 2551.536865
	Iteration 17Q: 3 clusters Score -290619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -290632.187500 Penalty: 2551.536865
	Iteration 18Q: 3 clusters Score -290632.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -290644.625000 Penalty: 2551.536865
	Iteration 19Q: 3 clusters Score -290644.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -290661.000000 Penalty: 2551.536865
	Iteration 20F: 3 clusters Score -290661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -290678.812500 Penalty: 2551.536865
	Iteration 21Q: 3 clusters Score -290678.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -290695.187500 Penalty: 2551.536865
	Iteration 22Q: 3 clusters Score -290695.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -290705.531250 Penalty: 2551.536865
	Iteration 23Q: 3 clusters Score -290705.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -290712.437500 Penalty: 2551.536865
	Iteration 24Q: 3 clusters Score -290712.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -290722.500000 Penalty: 2551.536865
	Iteration 25Q: 3 clusters Score -290722.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -290728.656250 Penalty: 2551.536865
	Iteration 26Q: 3 clusters Score -290728.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -290732.843750 Penalty: 2551.536865
	Iteration 27Q: 3 clusters Score -290732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -290734.625000 Penalty: 2551.536865
	Iteration 28Q: 3 clusters Score -290734.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -290737.343750 Penalty: 2551.536865
	Iteration 29Q: 3 clusters Score -290737.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -290738.156250 Penalty: 2551.536865
	Iteration 30Q: 3 clusters Score -290738.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -290738.625000 Penalty: 2551.536865
	Iteration 31Q: 3 clusters Score -290738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -290738.593750 Penalty: 2551.536865
	Iteration 32Q: 3 clusters Score -290738.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -290738.593750 Penalty: 2551.536865
	Iteration 33F: 3 clusters Score -290738.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (30631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Entering Unmasked Estep 
Score: -3905848.500000 Penalty: 1678.587280
	Iteration 0F: 2 clusters Score -3905848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3885121.250000 Penalty: 3357.174561
	Iteration 0F: 3 clusters Score -3885121 nChanged 14221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3892783.250000 Penalty: 3357.174561
	Iteration 1F: 3 clusters Score -3892783 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -3893161.000000 Penalty: 3357.174561
	Iteration 2Q: 3 clusters Score -3893161 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3893533.500000 Penalty: 3357.174561
	Iteration 3Q: 3 clusters Score -3893534 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -3893997.250000 Penalty: 3357.174561
	Iteration 4Q: 3 clusters Score -3893997 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -3894558.750000 Penalty: 3357.174561
	Iteration 5Q: 3 clusters Score -3894559 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3895288.750000 Penalty: 3357.174561
	Iteration 6Q: 3 clusters Score -3895289 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -3896299.750000 Penalty: 3357.174561
	Iteration 7F: 3 clusters Score -3896300 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -3897485.000000 Penalty: 3357.174561
	Iteration 8F: 3 clusters Score -3897485 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3898729.000000 Penalty: 3357.174561
	Iteration 9F: 3 clusters Score -3898729 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -3899905.750000 Penalty: 3357.174561
	Iteration 10F: 3 clusters Score -3899906 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3900955.500000 Penalty: 3357.174561
	Iteration 11Q: 3 clusters Score -3900956 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3901763.750000 Penalty: 3357.174561
	Iteration 12Q: 3 clusters Score -3901764 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3902331.500000 Penalty: 3357.174561
	Iteration 13Q: 3 clusters Score -3902332 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3902728.250000 Penalty: 3357.174561
	Iteration 14Q: 3 clusters Score -3902728 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -3903048.000000 Penalty: 3357.174561
	Iteration 15Q: 3 clusters Score -3903048 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -3903315.000000 Penalty: 3357.174561
	Iteration 16Q: 3 clusters Score -3903315 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -3903543.750000 Penalty: 3357.174561
	Iteration 17Q: 3 clusters Score -3903544 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -3903721.250000 Penalty: 3357.174561
	Iteration 18Q: 3 clusters Score -3903721 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -3903880.500000 Penalty: 3357.174561
	Iteration 19Q: 3 clusters Score -3903880 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -3904012.750000 Penalty: 3357.174561
	Iteration 20F: 3 clusters Score -3904013 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -3904092.000000 Penalty: 3357.174561
	Iteration 21Q: 3 clusters Score -3904092 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -3904156.500000 Penalty: 3357.174561
	Iteration 22Q: 3 clusters Score -3904156 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -3904211.250000 Penalty: 3357.174561
	Iteration 23Q: 3 clusters Score -3904211 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -3904254.000000 Penalty: 3357.174561
	Iteration 24Q: 3 clusters Score -3904254 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -3904300.000000 Penalty: 3357.174561
	Iteration 25Q: 3 clusters Score -3904300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3904326.000000 Penalty: 3357.174561
	Iteration 26Q: 3 clusters Score -3904326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3904347.500000 Penalty: 3357.174561
	Iteration 27Q: 3 clusters Score -3904348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -3904361.000000 Penalty: 3357.174561
	Iteration 28Q: 3 clusters Score -3904361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -3904370.500000 Penalty: 3357.174561
	Iteration 29Q: 3 clusters Score -3904370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -3904380.500000 Penalty: 3357.174561
	Iteration 30Q: 3 clusters Score -3904380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -3904389.000000 Penalty: 3357.174561
	Iteration 31Q: 3 clusters Score -3904389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -3904394.750000 Penalty: 3357.174561
	Iteration 32Q: 3 clusters Score -3904395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3904397.000000 Penalty: 3357.174561
	Iteration 33Q: 3 clusters Score -3904397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3904403.250000 Penalty: 3357.174561
	Iteration 34Q: 3 clusters Score -3904403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3904406.000000 Penalty: 3357.174561
	Iteration 35Q: 3 clusters Score -3904406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -3904405.000000 Penalty: 3357.174561
	Iteration 36Q: 3 clusters Score -3904405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -3904405.000000 Penalty: 3357.174561
	Iteration 37F: 3 clusters Score -3904405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Entering Unmasked Estep 
Score: -997874.062500 Penalty: 1457.302246
	Iteration 0F: 2 clusters Score -997874.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -992083.062500 Penalty: 2914.604492
	Iteration 0F: 3 clusters Score -992083.1 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -993876.250000 Penalty: 2914.604492
	Iteration 1F: 3 clusters Score -993876.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -994161.062500 Penalty: 2914.604492
	Iteration 2F: 3 clusters Score -994161.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -994408.437500 Penalty: 2914.604492
	Iteration 3F: 3 clusters Score -994408.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -994648.562500 Penalty: 2914.604492
	Iteration 4F: 3 clusters Score -994648.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -994919.750000 Penalty: 2914.604492
	Iteration 5F: 3 clusters Score -994919.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -995187.687500 Penalty: 2914.604492
	Iteration 6F: 3 clusters Score -995187.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -995432.250000 Penalty: 2914.604492
	Iteration 7F: 3 clusters Score -995432.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -995623.125000 Penalty: 2914.604492
	Iteration 8Q: 3 clusters Score -995623.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -995773.187500 Penalty: 2914.604492
	Iteration 9Q: 3 clusters Score -995773.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -995924.125000 Penalty: 2914.604492
	Iteration 10Q: 3 clusters Score -995924.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -996080.062500 Penalty: 2914.604492
	Iteration 11Q: 3 clusters Score -996080.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -996242.562500 Penalty: 2914.604492
	Iteration 12Q: 3 clusters Score -996242.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -996404.250000 Penalty: 2914.604492
	Iteration 13Q: 3 clusters Score -996404.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -996515.500000 Penalty: 2914.604492
	Iteration 14Q: 3 clusters Score -996515.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -996601.750000 Penalty: 2914.604492
	Iteration 15Q: 3 clusters Score -996601.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -996676.812500 Penalty: 2914.604492
	Iteration 16Q: 3 clusters Score -996676.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -996738.875000 Penalty: 2914.604492
	Iteration 17Q: 3 clusters Score -996738.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -996773.187500 Penalty: 2914.604492
	Iteration 18Q: 3 clusters Score -996773.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -996796.000000 Penalty: 2914.604492
	Iteration 19Q: 3 clusters Score -996796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -996806.312500 Penalty: 2914.604492
	Iteration 20F: 3 clusters Score -996806.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -996817.437500 Penalty: 2914.604492
	Iteration 21Q: 3 clusters Score -996817.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -996831.500000 Penalty: 2914.604492
	Iteration 22Q: 3 clusters Score -996831.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -996843.062500 Penalty: 2914.604492
	Iteration 23Q: 3 clusters Score -996843.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -996853.937500 Penalty: 2914.604492
	Iteration 24Q: 3 clusters Score -996853.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -996861.312500 Penalty: 2914.604492
	Iteration 25Q: 3 clusters Score -996861.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -996869.562500 Penalty: 2914.604492
	Iteration 26Q: 3 clusters Score -996869.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -996872.250000 Penalty: 2914.604492
	Iteration 27Q: 3 clusters Score -996872.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -996874.875000 Penalty: 2914.604492
	Iteration 28Q: 3 clusters Score -996874.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -996880.687500 Penalty: 2914.604492
	Iteration 29Q: 3 clusters Score -996880.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -996884.062500 Penalty: 2914.604492
	Iteration 30Q: 3 clusters Score -996884.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -996885.750000 Penalty: 2914.604492
	Iteration 31Q: 3 clusters Score -996885.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -996885.812500 Penalty: 2914.604492
	Iteration 32Q: 3 clusters Score -996885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -996885.500000 Penalty: 2914.604492
	Iteration 33Q: 3 clusters Score -996885.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -996885.500000 Penalty: 2914.604492
	Iteration 34F: 3 clusters Score -996885.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -19724.236328 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -19724.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19159.523438 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -19159.52 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19703.802734 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -19703.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19996.978516 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -19996.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20026.923828 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -20026.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20104.476562 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -20104.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20128.382812 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -20128.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20139.585938 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -20139.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20149.482422 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -20149.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20150.509766 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -20150.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20164.681641 Penalty: 1863.335938
	Iteration 9F: 3 clusters Score -20164.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20249.658203 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -20249.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20257.000000 Penalty: 1863.335938
	Iteration 11Q: 3 clusters Score -20257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20304.740234 Penalty: 1863.335938
	Iteration 12Q: 3 clusters Score -20304.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20363.615234 Penalty: 1863.335938
	Iteration 13Q: 3 clusters Score -20363.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20378.101562 Penalty: 1863.335938
	Iteration 14Q: 3 clusters Score -20378.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20379.978516 Penalty: 1863.335938
	Iteration 15Q: 3 clusters Score -20379.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20379.978516 Penalty: 1863.335938
	Iteration 16F: 3 clusters Score -20379.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 27951 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23438 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133582 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 72997 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88295 members 
Mstep: Class 14 contains 3824 members 
Mstep: Class 15 contains 26874 members 
Mstep: Class 16 contains 2123 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16888 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27675 members 
Mstep: Class 23 contains 85116 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11473 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7848 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 132555 members 
Mstep: Class 34 contains 185 members 
Entering Unmasked Estep 
Score: -108942232.000000 Penalty: 75654.937500
Splitting cluster 32 changes total score from -108942736.000000 to -108942232.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 27951 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23438 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133582 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 72997 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88295 members 
Mstep: Class 14 contains 3824 members 
Mstep: Class 15 contains 26874 members 
Mstep: Class 16 contains 2123 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16888 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27675 members 
Mstep: Class 23 contains 85116 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11473 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11605 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7848 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943128.000000 Penalty: 73429.796875
Iteration 199Q: 34 clusters Score -1.089431e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23438 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133598 members 
Mstep: Class 10 contains 9244 members 
Mstep: Class 11 contains 73122 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88434 members 
Mstep: Class 14 contains 3824 members 
Mstep: Class 15 contains 26897 members 
Mstep: Class 16 contains 2242 members 
Mstep: Class 17 contains 15274 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16897 members 
Mstep: Class 20 contains 9372 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27684 members 
Mstep: Class 23 contains 85120 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11479 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11610 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7842 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 132085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943400.000000 Penalty: 73429.796875
Iteration 200F: 34 clusters Score -1.089434e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 18999 members 
Mstep: Class 3 contains 27947 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23424 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133602 members 
Mstep: Class 10 contains 9240 members 
Mstep: Class 11 contains 72939 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88396 members 
Mstep: Class 14 contains 3824 members 
Mstep: Class 15 contains 26850 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 15275 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16899 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27677 members 
Mstep: Class 23 contains 85109 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11461 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 11587 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 30630 members 
Mstep: Class 31 contains 7809 members 
Mstep: Class 32 contains 311 members 
Mstep: Class 33 contains 132422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943408.000000 Penalty: 73429.796875
Iteration 201Q: 34 clusters Score -1.089434e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 18995 members 
Mstep: Class 3 contains 27945 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23419 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133602 members 
Mstep: Class 10 contains 9232 members 
Mstep: Class 11 contains 72818 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88370 members 
Mstep: Class 14 contains 3822 members 
Mstep: Class 15 contains 26809 members 
Mstep: Class 16 contains 2318 members 
Mstep: Class 17 contains 15281 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16906 members 
Mstep: Class 20 contains 9369 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27667 members 
Mstep: Class 23 contains 85091 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11447 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 11574 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 30629 members 
Mstep: Class 31 contains 7817 members 
Mstep: Class 32 contains 311 members 
Mstep: Class 33 contains 132636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943544.000000 Penalty: 73429.796875
Iteration 202Q: 34 clusters Score -1.089435e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 18994 members 
Mstep: Class 3 contains 27944 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23416 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133600 members 
Mstep: Class 10 contains 9228 members 
Mstep: Class 11 contains 72740 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88362 members 
Mstep: Class 14 contains 3820 members 
Mstep: Class 15 contains 26769 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 15284 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16913 members 
Mstep: Class 20 contains 9365 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27656 members 
Mstep: Class 23 contains 85072 members 
Mstep: Class 24 contains 7036 members 
Mstep: Class 25 contains 11436 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 11567 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 30628 members 
Mstep: Class 31 contains 7832 members 
Mstep: Class 32 contains 311 members 
Mstep: Class 33 contains 132772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943624.000000 Penalty: 73429.796875
Iteration 203Q: 34 clusters Score -1.089436e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 18994 members 
Mstep: Class 3 contains 27943 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23410 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133594 members 
Mstep: Class 10 contains 9227 members 
Mstep: Class 11 contains 72663 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88363 members 
Mstep: Class 14 contains 3818 members 
Mstep: Class 15 contains 26747 members 
Mstep: Class 16 contains 2359 members 
Mstep: Class 17 contains 15285 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16918 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27647 members 
Mstep: Class 23 contains 85060 members 
Mstep: Class 24 contains 7036 members 
Mstep: Class 25 contains 11431 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 11563 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 30630 members 
Mstep: Class 31 contains 7833 members 
Mstep: Class 32 contains 311 members 
Mstep: Class 33 contains 132887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943616.000000 Penalty: 73429.796875
Iteration 204Q: 34 clusters Score -1.089436e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 18995 members 
Mstep: Class 3 contains 27944 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23406 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133599 members 
Mstep: Class 10 contains 9222 members 
Mstep: Class 11 contains 72598 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88361 members 
Mstep: Class 14 contains 3817 members 
Mstep: Class 15 contains 26740 members 
Mstep: Class 16 contains 2366 members 
Mstep: Class 17 contains 15286 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16923 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27645 members 
Mstep: Class 23 contains 85049 members 
Mstep: Class 24 contains 7038 members 
Mstep: Class 25 contains 11429 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 11560 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 30631 members 
Mstep: Class 31 contains 7834 members 
Mstep: Class 32 contains 311 members 
Mstep: Class 33 contains 132968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943648.000000 Penalty: 73429.796875
Iteration 205Q: 34 clusters Score -1.089436e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91817 members 
Mstep: Class 2 contains 18994 members 
Mstep: Class 3 contains 27946 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23402 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133589 members 
Mstep: Class 10 contains 9220 members 
Mstep: Class 11 contains 72556 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88362 members 
Mstep: Class 14 contains 3816 members 
Mstep: Class 15 contains 26737 members 
Mstep: Class 16 contains 2377 members 
Mstep: Class 17 contains 15285 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16927 members 
Mstep: Class 20 contains 9369 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27645 members 
Mstep: Class 23 contains 85043 members 
Mstep: Class 24 contains 7038 members 
Mstep: Class 25 contains 11422 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 11566 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 30634 members 
Mstep: Class 31 contains 7828 members 
Mstep: Class 32 contains 310 members 
Mstep: Class 33 contains 133018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943496.000000 Penalty: 73429.796875
Iteration 206Q: 34 clusters Score -1.089435e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91816 members 
Mstep: Class 2 contains 18990 members 
Mstep: Class 3 contains 27948 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 23400 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133598 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 72526 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88361 members 
Mstep: Class 14 contains 3815 members 
Mstep: Class 15 contains 26725 members 
Mstep: Class 16 contains 2385 members 
Mstep: Class 17 contains 15287 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16932 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27645 members 
Mstep: Class 23 contains 85028 members 
Mstep: Class 24 contains 7038 members 
Mstep: Class 25 contains 11422 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 11572 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 30636 members 
Mstep: Class 31 contains 7827 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943608.000000 Penalty: 73429.796875
Iteration 207Q: 34 clusters Score -1.089436e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91816 members 
Mstep: Class 2 contains 18989 members 
Mstep: Class 3 contains 27950 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 23395 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133600 members 
Mstep: Class 10 contains 9221 members 
Mstep: Class 11 contains 72491 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88359 members 
Mstep: Class 14 contains 3815 members 
Mstep: Class 15 contains 26717 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 15292 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16936 members 
Mstep: Class 20 contains 9375 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27645 members 
Mstep: Class 23 contains 85012 members 
Mstep: Class 24 contains 7038 members 
Mstep: Class 25 contains 11427 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 11578 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 30634 members 
Mstep: Class 31 contains 7830 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943568.000000 Penalty: 73429.796875
Iteration 208Q: 34 clusters Score -1.089436e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 18986 members 
Mstep: Class 3 contains 27953 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3796 members 
Mstep: Class 6 contains 23392 members 
Mstep: Class 7 contains 993 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133601 members 
Mstep: Class 10 contains 9223 members 
Mstep: Class 11 contains 72451 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88351 members 
Mstep: Class 14 contains 3815 members 
Mstep: Class 15 contains 26706 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 15298 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16944 members 
Mstep: Class 20 contains 9376 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 27643 members 
Mstep: Class 23 contains 85003 members 
Mstep: Class 24 contains 7038 members 
Mstep: Class 25 contains 11428 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 11588 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7833 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943536.000000 Penalty: 73429.796875
Iteration 209Q: 34 clusters Score -1.089435e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91825 members 
Mstep: Class 2 contains 18989 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3796 members 
Mstep: Class 6 contains 23390 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133601 members 
Mstep: Class 10 contains 9224 members 
Mstep: Class 11 contains 72416 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88341 members 
Mstep: Class 14 contains 3815 members 
Mstep: Class 15 contains 26699 members 
Mstep: Class 16 contains 2396 members 
Mstep: Class 17 contains 15303 members 
Mstep: Class 18 contains 6749 members 
Mstep: Class 19 contains 16952 members 
Mstep: Class 20 contains 9382 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 27641 members 
Mstep: Class 23 contains 84991 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 11599 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7833 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943608.000000 Penalty: 73429.796875
Iteration 210Q: 34 clusters Score -1.089436e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91830 members 
Mstep: Class 2 contains 18990 members 
Mstep: Class 3 contains 27951 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 23390 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133604 members 
Mstep: Class 10 contains 9225 members 
Mstep: Class 11 contains 72386 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88337 members 
Mstep: Class 14 contains 3815 members 
Mstep: Class 15 contains 26688 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 6749 members 
Mstep: Class 19 contains 16958 members 
Mstep: Class 20 contains 9382 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 27641 members 
Mstep: Class 23 contains 84983 members 
Mstep: Class 24 contains 7039 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 11609 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7836 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943624.000000 Penalty: 73429.796875
Iteration 211Q: 34 clusters Score -1.089436e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91833 members 
Mstep: Class 2 contains 18992 members 
Mstep: Class 3 contains 27954 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 23390 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133612 members 
Mstep: Class 10 contains 9226 members 
Mstep: Class 11 contains 72358 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88335 members 
Mstep: Class 14 contains 3815 members 
Mstep: Class 15 contains 26679 members 
Mstep: Class 16 contains 2397 members 
Mstep: Class 17 contains 15305 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16966 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 27639 members 
Mstep: Class 23 contains 84972 members 
Mstep: Class 24 contains 7038 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4142 members 
Mstep: Class 27 contains 11613 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 30633 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943496.000000 Penalty: 73429.796875
Iteration 212Q: 34 clusters Score -1.089435e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91834 members 
Mstep: Class 2 contains 18997 members 
Mstep: Class 3 contains 27953 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 23390 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133617 members 
Mstep: Class 10 contains 9225 members 
Mstep: Class 11 contains 72329 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88334 members 
Mstep: Class 14 contains 3813 members 
Mstep: Class 15 contains 26665 members 
Mstep: Class 16 contains 2402 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16973 members 
Mstep: Class 20 contains 9388 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 27639 members 
Mstep: Class 23 contains 84967 members 
Mstep: Class 24 contains 7036 members 
Mstep: Class 25 contains 11424 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 11618 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 30634 members 
Mstep: Class 31 contains 7841 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943536.000000 Penalty: 73429.796875
Iteration 213Q: 34 clusters Score -1.089435e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91831 members 
Mstep: Class 2 contains 19003 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 23387 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 133622 members 
Mstep: Class 10 contains 9226 members 
Mstep: Class 11 contains 72299 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88342 members 
Mstep: Class 14 contains 3811 members 
Mstep: Class 15 contains 26656 members 
Mstep: Class 16 contains 2408 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16976 members 
Mstep: Class 20 contains 9392 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 27636 members 
Mstep: Class 23 contains 84958 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11424 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 11623 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 30636 members 
Mstep: Class 31 contains 7843 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943528.000000 Penalty: 73429.796875
Iteration 214Q: 34 clusters Score -1.089435e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91830 members 
Mstep: Class 2 contains 19005 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 23387 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 133629 members 
Mstep: Class 10 contains 9223 members 
Mstep: Class 11 contains 72273 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88351 members 
Mstep: Class 14 contains 3809 members 
Mstep: Class 15 contains 26654 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 15305 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16975 members 
Mstep: Class 20 contains 9396 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 27635 members 
Mstep: Class 23 contains 84947 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11424 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 11629 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 30637 members 
Mstep: Class 31 contains 7846 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943544.000000 Penalty: 73429.796875
Iteration 215Q: 34 clusters Score -1.089435e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91833 members 
Mstep: Class 2 contains 19005 members 
Mstep: Class 3 contains 27956 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 23387 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 133634 members 
Mstep: Class 10 contains 9223 members 
Mstep: Class 11 contains 72254 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88358 members 
Mstep: Class 14 contains 3809 members 
Mstep: Class 15 contains 26649 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16977 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 27633 members 
Mstep: Class 23 contains 84936 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11423 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 11629 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 30638 members 
Mstep: Class 31 contains 7858 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943512.000000 Penalty: 73429.796875
Iteration 216Q: 34 clusters Score -1.089435e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 19002 members 
Mstep: Class 3 contains 27957 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3794 members 
Mstep: Class 6 contains 23387 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 133633 members 
Mstep: Class 10 contains 9222 members 
Mstep: Class 11 contains 72241 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88368 members 
Mstep: Class 14 contains 3806 members 
Mstep: Class 15 contains 26645 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16985 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 27630 members 
Mstep: Class 23 contains 84928 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11423 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 11629 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 30639 members 
Mstep: Class 31 contains 7863 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943536.000000 Penalty: 73429.796875
Iteration 217Q: 34 clusters Score -1.089435e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91839 members 
Mstep: Class 2 contains 19001 members 
Mstep: Class 3 contains 27958 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3793 members 
Mstep: Class 6 contains 23385 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 133633 members 
Mstep: Class 10 contains 9225 members 
Mstep: Class 11 contains 72234 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88380 members 
Mstep: Class 14 contains 3805 members 
Mstep: Class 15 contains 26640 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 16993 members 
Mstep: Class 20 contains 9394 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 27626 members 
Mstep: Class 23 contains 84918 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11423 members 
Mstep: Class 26 contains 4137 members 
Mstep: Class 27 contains 11628 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 30639 members 
Mstep: Class 31 contains 7866 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943528.000000 Penalty: 73429.796875
Iteration 218Q: 34 clusters Score -1.089435e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 27958 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3794 members 
Mstep: Class 6 contains 23384 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 133645 members 
Mstep: Class 10 contains 9227 members 
Mstep: Class 11 contains 72210 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88384 members 
Mstep: Class 14 contains 3805 members 
Mstep: Class 15 contains 26633 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 17003 members 
Mstep: Class 20 contains 9395 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 27623 members 
Mstep: Class 23 contains 84907 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11423 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 11627 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 30639 members 
Mstep: Class 31 contains 7865 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943472.000000 Penalty: 73429.796875
Iteration 219Q: 34 clusters Score -1.089435e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 18999 members 
Mstep: Class 3 contains 27958 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3794 members 
Mstep: Class 6 contains 23383 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 133653 members 
Mstep: Class 10 contains 9228 members 
Mstep: Class 11 contains 72193 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88390 members 
Mstep: Class 14 contains 3805 members 
Mstep: Class 15 contains 26627 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 17010 members 
Mstep: Class 20 contains 9395 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 27620 members 
Mstep: Class 23 contains 84895 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11423 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 11636 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 30638 members 
Mstep: Class 31 contains 7864 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943544.000000 Penalty: 73429.796875
Iteration 220F: 34 clusters Score -1.089435e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 18998 members 
Mstep: Class 3 contains 27958 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3794 members 
Mstep: Class 6 contains 23382 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 133665 members 
Mstep: Class 10 contains 9227 members 
Mstep: Class 11 contains 72179 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88391 members 
Mstep: Class 14 contains 3804 members 
Mstep: Class 15 contains 26626 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 17012 members 
Mstep: Class 20 contains 9394 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 27617 members 
Mstep: Class 23 contains 84883 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11423 members 
Mstep: Class 26 contains 4136 members 
Mstep: Class 27 contains 11642 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 30636 members 
Mstep: Class 31 contains 7864 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943616.000000 Penalty: 73429.796875
Iteration 221Q: 34 clusters Score -1.089436e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 18994 members 
Mstep: Class 3 contains 27959 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3794 members 
Mstep: Class 6 contains 23381 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 133673 members 
Mstep: Class 10 contains 9228 members 
Mstep: Class 11 contains 72169 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88391 members 
Mstep: Class 14 contains 3801 members 
Mstep: Class 15 contains 26625 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 17015 members 
Mstep: Class 20 contains 9394 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 27614 members 
Mstep: Class 23 contains 84876 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11424 members 
Mstep: Class 26 contains 4136 members 
Mstep: Class 27 contains 11648 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30633 members 
Mstep: Class 31 contains 7864 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943536.000000 Penalty: 73429.796875
Iteration 222Q: 34 clusters Score -1.089435e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 18995 members 
Mstep: Class 3 contains 27960 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3793 members 
Mstep: Class 6 contains 23379 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 133675 members 
Mstep: Class 10 contains 9228 members 
Mstep: Class 11 contains 72160 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88394 members 
Mstep: Class 14 contains 3800 members 
Mstep: Class 15 contains 26625 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 6752 members 
Mstep: Class 19 contains 17017 members 
Mstep: Class 20 contains 9394 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 84868 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11423 members 
Mstep: Class 26 contains 4131 members 
Mstep: Class 27 contains 11658 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30633 members 
Mstep: Class 31 contains 7865 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943616.000000 Penalty: 73429.796875
Iteration 223Q: 34 clusters Score -1.089436e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 18993 members 
Mstep: Class 3 contains 27961 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23378 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 133675 members 
Mstep: Class 10 contains 9226 members 
Mstep: Class 11 contains 72138 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88402 members 
Mstep: Class 14 contains 3798 members 
Mstep: Class 15 contains 26625 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 15305 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17018 members 
Mstep: Class 20 contains 9394 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 84866 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11423 members 
Mstep: Class 26 contains 4129 members 
Mstep: Class 27 contains 11670 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30632 members 
Mstep: Class 31 contains 7867 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943496.000000 Penalty: 73429.796875
Iteration 224Q: 34 clusters Score -1.089435e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91847 members 
Mstep: Class 2 contains 18991 members 
Mstep: Class 3 contains 27962 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23377 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 133678 members 
Mstep: Class 10 contains 9226 members 
Mstep: Class 11 contains 72130 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88409 members 
Mstep: Class 14 contains 3797 members 
Mstep: Class 15 contains 26624 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 15306 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17019 members 
Mstep: Class 20 contains 9393 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 27613 members 
Mstep: Class 23 contains 84858 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11424 members 
Mstep: Class 26 contains 4128 members 
Mstep: Class 27 contains 11670 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30632 members 
Mstep: Class 31 contains 7866 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943536.000000 Penalty: 73429.796875
Iteration 225Q: 34 clusters Score -1.089435e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 18989 members 
Mstep: Class 3 contains 27963 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23377 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 9 contains 133681 members 
Mstep: Class 10 contains 9227 members 
Mstep: Class 11 contains 72118 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88416 members 
Mstep: Class 14 contains 3796 members 
Mstep: Class 15 contains 26624 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 15307 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17023 members 
Mstep: Class 20 contains 9393 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 84854 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4123 members 
Mstep: Class 27 contains 11672 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30632 members 
Mstep: Class 31 contains 7865 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943648.000000 Penalty: 73429.796875
Iteration 226Q: 34 clusters Score -1.089436e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18987 members 
Mstep: Class 3 contains 27963 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23377 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 9 contains 133686 members 
Mstep: Class 10 contains 9228 members 
Mstep: Class 11 contains 72104 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88420 members 
Mstep: Class 14 contains 3795 members 
Mstep: Class 15 contains 26622 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17024 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 84850 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4118 members 
Mstep: Class 27 contains 11674 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30633 members 
Mstep: Class 31 contains 7865 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943608.000000 Penalty: 73429.796875
Iteration 227Q: 34 clusters Score -1.089436e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 18988 members 
Mstep: Class 3 contains 27963 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23377 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 9 contains 133685 members 
Mstep: Class 10 contains 9226 members 
Mstep: Class 11 contains 72103 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88417 members 
Mstep: Class 14 contains 3793 members 
Mstep: Class 15 contains 26623 members 
Mstep: Class 16 contains 2414 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17024 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5321 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84851 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11424 members 
Mstep: Class 26 contains 4116 members 
Mstep: Class 27 contains 11673 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30632 members 
Mstep: Class 31 contains 7865 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943584.000000 Penalty: 73429.796875
Iteration 228Q: 34 clusters Score -1.089436e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 18986 members 
Mstep: Class 3 contains 27963 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23377 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 9 contains 133686 members 
Mstep: Class 10 contains 9226 members 
Mstep: Class 11 contains 72098 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88413 members 
Mstep: Class 14 contains 3792 members 
Mstep: Class 15 contains 26624 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15312 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17023 members 
Mstep: Class 20 contains 9396 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84851 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11423 members 
Mstep: Class 26 contains 4117 members 
Mstep: Class 27 contains 11672 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30634 members 
Mstep: Class 31 contains 7867 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943600.000000 Penalty: 73429.796875
Iteration 229Q: 34 clusters Score -1.089436e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18985 members 
Mstep: Class 3 contains 27963 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23377 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 9 contains 133690 members 
Mstep: Class 10 contains 9227 members 
Mstep: Class 11 contains 72086 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88415 members 
Mstep: Class 14 contains 3791 members 
Mstep: Class 15 contains 26623 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15312 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17024 members 
Mstep: Class 20 contains 9395 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84851 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4116 members 
Mstep: Class 27 contains 11671 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7868 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943504.000000 Penalty: 73429.796875
Iteration 230Q: 34 clusters Score -1.089435e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 18985 members 
Mstep: Class 3 contains 27964 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23377 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 9 contains 133690 members 
Mstep: Class 10 contains 9226 members 
Mstep: Class 11 contains 72081 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88415 members 
Mstep: Class 14 contains 3791 members 
Mstep: Class 15 contains 26623 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15311 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17025 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84851 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4113 members 
Mstep: Class 27 contains 11672 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30636 members 
Mstep: Class 31 contains 7870 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943544.000000 Penalty: 73429.796875
Iteration 231Q: 34 clusters Score -1.089435e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 18985 members 
Mstep: Class 3 contains 27966 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23377 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 9 contains 133688 members 
Mstep: Class 10 contains 9226 members 
Mstep: Class 11 contains 72080 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88419 members 
Mstep: Class 14 contains 3790 members 
Mstep: Class 15 contains 26622 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17026 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84848 members 
Mstep: Class 24 contains 7032 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4110 members 
Mstep: Class 27 contains 11677 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30636 members 
Mstep: Class 31 contains 7872 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943504.000000 Penalty: 73429.796875
Iteration 232Q: 34 clusters Score -1.089435e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18986 members 
Mstep: Class 3 contains 27967 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23376 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 9 contains 133679 members 
Mstep: Class 10 contains 9225 members 
Mstep: Class 11 contains 72078 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88429 members 
Mstep: Class 14 contains 3790 members 
Mstep: Class 15 contains 26620 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17026 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 84846 members 
Mstep: Class 24 contains 7032 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4109 members 
Mstep: Class 27 contains 11678 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7874 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943488.000000 Penalty: 73429.796875
Iteration 233Q: 34 clusters Score -1.089435e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 18986 members 
Mstep: Class 3 contains 27967 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4425 members 
Mstep: Class 9 contains 133674 members 
Mstep: Class 10 contains 9222 members 
Mstep: Class 11 contains 72074 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88434 members 
Mstep: Class 14 contains 3790 members 
Mstep: Class 15 contains 26619 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15310 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17026 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27613 members 
Mstep: Class 23 contains 84845 members 
Mstep: Class 24 contains 7032 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4107 members 
Mstep: Class 27 contains 11679 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7876 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943544.000000 Penalty: 73429.796875
Iteration 234Q: 34 clusters Score -1.089435e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 18986 members 
Mstep: Class 3 contains 27969 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 133669 members 
Mstep: Class 10 contains 9221 members 
Mstep: Class 11 contains 72071 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88437 members 
Mstep: Class 14 contains 3790 members 
Mstep: Class 15 contains 26618 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17027 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 84843 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4106 members 
Mstep: Class 27 contains 11680 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7876 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943600.000000 Penalty: 73429.796875
Iteration 235Q: 34 clusters Score -1.089436e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 18986 members 
Mstep: Class 3 contains 27969 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 133670 members 
Mstep: Class 10 contains 9220 members 
Mstep: Class 11 contains 72066 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88438 members 
Mstep: Class 14 contains 3790 members 
Mstep: Class 15 contains 26616 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17029 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 84840 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4105 members 
Mstep: Class 27 contains 11681 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7877 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943656.000000 Penalty: 73429.796875
Iteration 236Q: 34 clusters Score -1.089437e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 18985 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 133671 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 72066 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88440 members 
Mstep: Class 14 contains 3790 members 
Mstep: Class 15 contains 26616 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17029 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 84835 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4104 members 
Mstep: Class 27 contains 11683 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7878 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943680.000000 Penalty: 73429.796875
Iteration 237Q: 34 clusters Score -1.089437e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 18985 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 133673 members 
Mstep: Class 10 contains 9218 members 
Mstep: Class 11 contains 72065 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88439 members 
Mstep: Class 14 contains 3789 members 
Mstep: Class 15 contains 26616 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17029 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84832 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4105 members 
Mstep: Class 27 contains 11684 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7880 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943624.000000 Penalty: 73429.796875
Iteration 238Q: 34 clusters Score -1.089436e+08 nChanged 12
Entering ConstructFrom: 
Score: -108943624.000000 Penalty: 73429.796875
Entering ConstructFrom: 
Trying to split cluster 1 (91845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91845 members 
Entering Unmasked Estep 
Score: -11728234.000000 Penalty: 1857.026855
	Iteration 0F: 2 clusters Score -1.172823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -11667763.000000 Penalty: 3714.053711
	Iteration 0F: 3 clusters Score -1.166776e+07 nChanged 43879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -11694147.000000 Penalty: 3714.053711
	Iteration 1F: 3 clusters Score -1.169415e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -11695789.000000 Penalty: 3714.053711
	Iteration 2Q: 3 clusters Score -1.169579e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -11698156.000000 Penalty: 3714.053711
	Iteration 3F: 3 clusters Score -1.169816e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -11701232.000000 Penalty: 3714.053711
	Iteration 4F: 3 clusters Score -1.170123e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -11704349.000000 Penalty: 3714.053711
	Iteration 5F: 3 clusters Score -1.170435e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -11707105.000000 Penalty: 3714.053711
	Iteration 6F: 3 clusters Score -1.17071e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 58864 members 
Entering Unmasked Estep 
Score: -11709060.000000 Penalty: 3714.053711
	Iteration 7F: 3 clusters Score -1.170906e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -11710292.000000 Penalty: 3714.053711
	Iteration 8Q: 3 clusters Score -1.171029e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 62241 members 
Entering Unmasked Estep 
Score: -11711162.000000 Penalty: 3714.053711
	Iteration 9Q: 3 clusters Score -1.171116e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
Score: -11711638.000000 Penalty: 3714.053711
	Iteration 10Q: 3 clusters Score -1.171164e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -11712090.000000 Penalty: 3714.053711
	Iteration 11Q: 3 clusters Score -1.171209e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -11712692.000000 Penalty: 3714.053711
	Iteration 12Q: 3 clusters Score -1.171269e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
Score: -11713242.000000 Penalty: 3714.053711
	Iteration 13Q: 3 clusters Score -1.171324e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 71961 members 
Entering Unmasked Estep 
Score: -11713987.000000 Penalty: 3714.053711
	Iteration 14Q: 3 clusters Score -1.171399e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 74607 members 
Entering Unmasked Estep 
Score: -11715008.000000 Penalty: 3714.053711
	Iteration 15Q: 3 clusters Score -1.171501e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 77495 members 
Entering Unmasked Estep 
Score: -11716187.000000 Penalty: 3714.053711
	Iteration 16Q: 3 clusters Score -1.171619e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 80541 members 
Entering Unmasked Estep 
Score: -11717929.000000 Penalty: 3714.053711
	Iteration 17Q: 3 clusters Score -1.171793e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 83621 members 
Entering Unmasked Estep 
Score: -11719899.000000 Penalty: 3714.053711
	Iteration 18Q: 3 clusters Score -1.17199e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 86444 members 
Entering Unmasked Estep 
Score: -11722056.000000 Penalty: 3714.053711
	Iteration 19Q: 3 clusters Score -1.172206e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 88748 members 
Entering Unmasked Estep 
Score: -11723983.000000 Penalty: 3714.053711
	Iteration 20F: 3 clusters Score -1.172398e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 90281 members 
Entering Unmasked Estep 
Score: -11725345.000000 Penalty: 3714.053711
	Iteration 21Q: 3 clusters Score -1.172534e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 91075 members 
Entering Unmasked Estep 
Score: -11725933.000000 Penalty: 3714.053711
	Iteration 22Q: 3 clusters Score -1.172593e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
Score: -11726282.000000 Penalty: 3714.053711
	Iteration 23Q: 3 clusters Score -1.172628e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -11726395.000000 Penalty: 3714.053711
	Iteration 24Q: 3 clusters Score -1.17264e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 91575 members 
Entering Unmasked Estep 
Score: -11726477.000000 Penalty: 3714.053711
	Iteration 25Q: 3 clusters Score -1.172648e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -11726542.000000 Penalty: 3714.053711
	Iteration 26Q: 3 clusters Score -1.172654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 91621 members 
Entering Unmasked Estep 
Score: -11726551.000000 Penalty: 3714.053711
	Iteration 27Q: 3 clusters Score -1.172655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 91627 members 
Entering Unmasked Estep 
Score: -11726577.000000 Penalty: 3714.053711
	Iteration 28Q: 3 clusters Score -1.172658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 91634 members 
Entering Unmasked Estep 
Score: -11726598.000000 Penalty: 3714.053711
	Iteration 29Q: 3 clusters Score -1.17266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 91640 members 
Entering Unmasked Estep 
Score: -11726615.000000 Penalty: 3714.053711
	Iteration 30Q: 3 clusters Score -1.172662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 91642 members 
Entering Unmasked Estep 
Score: -11726620.000000 Penalty: 3714.053711
	Iteration 31Q: 3 clusters Score -1.172662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 91645 members 
Entering Unmasked Estep 
Score: -11726611.000000 Penalty: 3714.053711
	Iteration 32Q: 3 clusters Score -1.172661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 91645 members 
Entering Unmasked Estep 
Score: -11726611.000000 Penalty: 3714.053711
	Iteration 33F: 3 clusters Score -1.172661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Entering Unmasked Estep 
Score: -2255220.250000 Penalty: 1600.853149
	Iteration 0F: 2 clusters Score -2255220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2242254.750000 Penalty: 3201.706299
	Iteration 0F: 3 clusters Score -2242255 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2247019.250000 Penalty: 3201.706299
	Iteration 1F: 3 clusters Score -2247019 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2247508.250000 Penalty: 3201.706299
	Iteration 2F: 3 clusters Score -2247508 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2247992.750000 Penalty: 3201.706299
	Iteration 3F: 3 clusters Score -2247993 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2248541.750000 Penalty: 3201.706299
	Iteration 4F: 3 clusters Score -2248542 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2249140.000000 Penalty: 3201.706299
	Iteration 5F: 3 clusters Score -2249140 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2249783.250000 Penalty: 3201.706299
	Iteration 6F: 3 clusters Score -2249783 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2250472.500000 Penalty: 3201.706299
	Iteration 7F: 3 clusters Score -2250472 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2251173.000000 Penalty: 3201.706299
	Iteration 8Q: 3 clusters Score -2251173 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2251860.750000 Penalty: 3201.706299
	Iteration 9Q: 3 clusters Score -2251861 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2252459.750000 Penalty: 3201.706299
	Iteration 10Q: 3 clusters Score -2252460 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2252872.000000 Penalty: 3201.706299
	Iteration 11Q: 3 clusters Score -2252872 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2253196.000000 Penalty: 3201.706299
	Iteration 12Q: 3 clusters Score -2253196 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2253424.250000 Penalty: 3201.706299
	Iteration 13Q: 3 clusters Score -2253424 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2253597.000000 Penalty: 3201.706299
	Iteration 14Q: 3 clusters Score -2253597 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2253696.250000 Penalty: 3201.706299
	Iteration 15Q: 3 clusters Score -2253696 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2253758.000000 Penalty: 3201.706299
	Iteration 16Q: 3 clusters Score -2253758 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2253814.250000 Penalty: 3201.706299
	Iteration 17Q: 3 clusters Score -2253814 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2253855.750000 Penalty: 3201.706299
	Iteration 18Q: 3 clusters Score -2253856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2253900.750000 Penalty: 3201.706299
	Iteration 19Q: 3 clusters Score -2253901 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2253930.250000 Penalty: 3201.706299
	Iteration 20F: 3 clusters Score -2253930 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2253964.500000 Penalty: 3201.706299
	Iteration 21Q: 3 clusters Score -2253964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2253982.750000 Penalty: 3201.706299
	Iteration 22Q: 3 clusters Score -2253983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2253990.000000 Penalty: 3201.706299
	Iteration 23Q: 3 clusters Score -2253990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2254014.000000 Penalty: 3201.706299
	Iteration 24Q: 3 clusters Score -2254014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2254031.750000 Penalty: 3201.706299
	Iteration 25Q: 3 clusters Score -2254032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2254043.000000 Penalty: 3201.706299
	Iteration 26Q: 3 clusters Score -2254043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2254051.500000 Penalty: 3201.706299
	Iteration 27Q: 3 clusters Score -2254052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2254054.750000 Penalty: 3201.706299
	Iteration 28Q: 3 clusters Score -2254055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2254056.000000 Penalty: 3201.706299
	Iteration 29Q: 3 clusters Score -2254056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2254058.750000 Penalty: 3201.706299
	Iteration 30Q: 3 clusters Score -2254059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2254059.000000 Penalty: 3201.706299
	Iteration 31Q: 3 clusters Score -2254059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2254064.000000 Penalty: 3201.706299
	Iteration 32Q: 3 clusters Score -2254064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2254064.000000 Penalty: 3201.706299
	Iteration 33Q: 3 clusters Score -2254064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2254064.500000 Penalty: 3201.706299
	Iteration 34Q: 3 clusters Score -2254064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2254068.000000 Penalty: 3201.706299
	Iteration 35Q: 3 clusters Score -2254068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2254068.500000 Penalty: 3201.706299
	Iteration 36Q: 3 clusters Score -2254068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2254071.750000 Penalty: 3201.706299
	Iteration 37Q: 3 clusters Score -2254072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2254072.000000 Penalty: 3201.706299
	Iteration 38Q: 3 clusters Score -2254072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2254077.000000 Penalty: 3201.706299
	Iteration 39Q: 3 clusters Score -2254077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2254079.250000 Penalty: 3201.706299
	Iteration 40F: 3 clusters Score -2254079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2254078.750000 Penalty: 3201.706299
	Iteration 41Q: 3 clusters Score -2254079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2254082.500000 Penalty: 3201.706299
	Iteration 42Q: 3 clusters Score -2254082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2254085.500000 Penalty: 3201.706299
	Iteration 43Q: 3 clusters Score -2254086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2254086.000000 Penalty: 3201.706299
	Iteration 44Q: 3 clusters Score -2254086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2254086.000000 Penalty: 3201.706299
	Iteration 45Q: 3 clusters Score -2254086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2254090.500000 Penalty: 3201.706299
	Iteration 46Q: 3 clusters Score -2254090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2254088.500000 Penalty: 3201.706299
	Iteration 47Q: 3 clusters Score -2254088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2254088.500000 Penalty: 3201.706299
	Iteration 48F: 3 clusters Score -2254088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Entering Unmasked Estep 
Score: -3565462.250000 Penalty: 1663.807617
	Iteration 0F: 2 clusters Score -3565462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3546547.000000 Penalty: 3327.615234
	Iteration 0F: 3 clusters Score -3546547 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -3553744.750000 Penalty: 3327.615234
	Iteration 1F: 3 clusters Score -3553745 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -3554190.250000 Penalty: 3327.615234
	Iteration 2Q: 3 clusters Score -3554190 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3554565.000000 Penalty: 3327.615234
	Iteration 3Q: 3 clusters Score -3554565 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3555034.000000 Penalty: 3327.615234
	Iteration 4Q: 3 clusters Score -3555034 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3555697.500000 Penalty: 3327.615234
	Iteration 5Q: 3 clusters Score -3555698 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3556591.250000 Penalty: 3327.615234
	Iteration 6F: 3 clusters Score -3556591 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3557727.750000 Penalty: 3327.615234
	Iteration 7F: 3 clusters Score -3557728 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3558985.250000 Penalty: 3327.615234
	Iteration 8F: 3 clusters Score -3558985 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3560283.500000 Penalty: 3327.615234
	Iteration 9F: 3 clusters Score -3560284 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3561469.500000 Penalty: 3327.615234
	Iteration 10F: 3 clusters Score -3561470 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -3562405.750000 Penalty: 3327.615234
	Iteration 11Q: 3 clusters Score -3562406 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3562991.250000 Penalty: 3327.615234
	Iteration 12Q: 3 clusters Score -3562991 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -3563371.500000 Penalty: 3327.615234
	Iteration 13Q: 3 clusters Score -3563372 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3563594.000000 Penalty: 3327.615234
	Iteration 14Q: 3 clusters Score -3563594 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3563727.000000 Penalty: 3327.615234
	Iteration 15Q: 3 clusters Score -3563727 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -3563805.750000 Penalty: 3327.615234
	Iteration 16Q: 3 clusters Score -3563806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3563872.000000 Penalty: 3327.615234
	Iteration 17Q: 3 clusters Score -3563872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3563920.750000 Penalty: 3327.615234
	Iteration 18Q: 3 clusters Score -3563921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3563958.250000 Penalty: 3327.615234
	Iteration 19Q: 3 clusters Score -3563958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3563985.000000 Penalty: 3327.615234
	Iteration 20F: 3 clusters Score -3563985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3563997.750000 Penalty: 3327.615234
	Iteration 21Q: 3 clusters Score -3563998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3564006.750000 Penalty: 3327.615234
	Iteration 22Q: 3 clusters Score -3564007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3564007.500000 Penalty: 3327.615234
	Iteration 23Q: 3 clusters Score -3564008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3564018.750000 Penalty: 3327.615234
	Iteration 24Q: 3 clusters Score -3564019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3564025.000000 Penalty: 3327.615234
	Iteration 25Q: 3 clusters Score -3564025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -3564029.000000 Penalty: 3327.615234
	Iteration 26Q: 3 clusters Score -3564029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -3564036.500000 Penalty: 3327.615234
	Iteration 27Q: 3 clusters Score -3564036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3564040.000000 Penalty: 3327.615234
	Iteration 28Q: 3 clusters Score -3564040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3564040.000000 Penalty: 3327.615234
	Iteration 29F: 3 clusters Score -3564040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -154747.140625 Penalty: 1161.861450
	Iteration 0F: 2 clusters Score -154747.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -153094.968750 Penalty: 2323.722900
	Iteration 0F: 3 clusters Score -153095 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -153425.953125 Penalty: 2323.722900
	Iteration 1F: 3 clusters Score -153426 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -153509.375000 Penalty: 2323.722900
	Iteration 2F: 3 clusters Score -153509.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -153552.046875 Penalty: 2323.722900
	Iteration 3Q: 3 clusters Score -153552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -153581.265625 Penalty: 2323.722900
	Iteration 4Q: 3 clusters Score -153581.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -153608.906250 Penalty: 2323.722900
	Iteration 5Q: 3 clusters Score -153608.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -153629.687500 Penalty: 2323.722900
	Iteration 6Q: 3 clusters Score -153629.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -153642.781250 Penalty: 2323.722900
	Iteration 7Q: 3 clusters Score -153642.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -153651.750000 Penalty: 2323.722900
	Iteration 8Q: 3 clusters Score -153651.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -153663.125000 Penalty: 2323.722900
	Iteration 9Q: 3 clusters Score -153663.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -153673.890625 Penalty: 2323.722900
	Iteration 10Q: 3 clusters Score -153673.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -153681.859375 Penalty: 2323.722900
	Iteration 11Q: 3 clusters Score -153681.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -153690.875000 Penalty: 2323.722900
	Iteration 12Q: 3 clusters Score -153690.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -153695.671875 Penalty: 2323.722900
	Iteration 13Q: 3 clusters Score -153695.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -153702.500000 Penalty: 2323.722900
	Iteration 14Q: 3 clusters Score -153702.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -153707.656250 Penalty: 2323.722900
	Iteration 15Q: 3 clusters Score -153707.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -153712.984375 Penalty: 2323.722900
	Iteration 16Q: 3 clusters Score -153713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -153716.796875 Penalty: 2323.722900
	Iteration 17Q: 3 clusters Score -153716.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -153718.968750 Penalty: 2323.722900
	Iteration 18Q: 3 clusters Score -153719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -153722.625000 Penalty: 2323.722900
	Iteration 19Q: 3 clusters Score -153722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -153725.093750 Penalty: 2323.722900
	Iteration 20F: 3 clusters Score -153725.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -153728.250000 Penalty: 2323.722900
	Iteration 21Q: 3 clusters Score -153728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153732.406250 Penalty: 2323.722900
	Iteration 22Q: 3 clusters Score -153732.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153734.984375 Penalty: 2323.722900
	Iteration 23Q: 3 clusters Score -153735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -153736.562500 Penalty: 2323.722900
	Iteration 24Q: 3 clusters Score -153736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -153736.750000 Penalty: 2323.722900
	Iteration 25Q: 3 clusters Score -153736.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -153737.421875 Penalty: 2323.722900
	Iteration 26Q: 3 clusters Score -153737.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -153738.468750 Penalty: 2323.722900
	Iteration 27Q: 3 clusters Score -153738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -153740.906250 Penalty: 2323.722900
	Iteration 28Q: 3 clusters Score -153740.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -153742.843750 Penalty: 2323.722900
	Iteration 29Q: 3 clusters Score -153742.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -153742.906250 Penalty: 2323.722900
	Iteration 30Q: 3 clusters Score -153742.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -153742.906250 Penalty: 2323.722900
	Iteration 31F: 3 clusters Score -153742.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Entering Unmasked Estep 
Score: -474685.781250 Penalty: 1339.105469
	Iteration 0F: 2 clusters Score -474685.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -471467.468750 Penalty: 2678.210938
	Iteration 0F: 3 clusters Score -471467.5 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -472341.031250 Penalty: 2678.210938
	Iteration 1F: 3 clusters Score -472341 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -472647.843750 Penalty: 2678.210938
	Iteration 2F: 3 clusters Score -472647.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -472987.218750 Penalty: 2678.210938
	Iteration 3F: 3 clusters Score -472987.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -473323.843750 Penalty: 2678.210938
	Iteration 4F: 3 clusters Score -473323.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -473595.593750 Penalty: 2678.210938
	Iteration 5F: 3 clusters Score -473595.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -473770.500000 Penalty: 2678.210938
	Iteration 6F: 3 clusters Score -473770.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -473858.375000 Penalty: 2678.210938
	Iteration 7Q: 3 clusters Score -473858.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -473898.656250 Penalty: 2678.210938
	Iteration 8Q: 3 clusters Score -473898.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -473914.468750 Penalty: 2678.210938
	Iteration 9Q: 3 clusters Score -473914.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -473924.343750 Penalty: 2678.210938
	Iteration 10Q: 3 clusters Score -473924.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -473931.625000 Penalty: 2678.210938
	Iteration 11Q: 3 clusters Score -473931.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -473936.375000 Penalty: 2678.210938
	Iteration 12Q: 3 clusters Score -473936.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -473940.093750 Penalty: 2678.210938
	Iteration 13Q: 3 clusters Score -473940.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -473942.812500 Penalty: 2678.210938
	Iteration 14Q: 3 clusters Score -473942.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -473943.250000 Penalty: 2678.210938
	Iteration 15Q: 3 clusters Score -473943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -473944.031250 Penalty: 2678.210938
	Iteration 16Q: 3 clusters Score -473944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -473944.843750 Penalty: 2678.210938
	Iteration 17Q: 3 clusters Score -473944.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -473944.843750 Penalty: 2678.210938
	Iteration 18F: 3 clusters Score -473944.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Entering Unmasked Estep 
Score: -2923457.500000 Penalty: 1634.656128
	Iteration 0F: 2 clusters Score -2923458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2907729.250000 Penalty: 3269.312256
	Iteration 0F: 3 clusters Score -2907729 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2913435.000000 Penalty: 3269.312256
	Iteration 1F: 3 clusters Score -2913435 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2913810.500000 Penalty: 3269.312256
	Iteration 2Q: 3 clusters Score -2913810 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2914151.750000 Penalty: 3269.312256
	Iteration 3Q: 3 clusters Score -2914152 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2914534.750000 Penalty: 3269.312256
	Iteration 4Q: 3 clusters Score -2914535 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2914990.750000 Penalty: 3269.312256
	Iteration 5Q: 3 clusters Score -2914991 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2915660.250000 Penalty: 3269.312256
	Iteration 6F: 3 clusters Score -2915660 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2916609.750000 Penalty: 3269.312256
	Iteration 7F: 3 clusters Score -2916610 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2917708.750000 Penalty: 3269.312256
	Iteration 8F: 3 clusters Score -2917709 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2918787.000000 Penalty: 3269.312256
	Iteration 9F: 3 clusters Score -2918787 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2919830.500000 Penalty: 3269.312256
	Iteration 10F: 3 clusters Score -2919830 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2920645.750000 Penalty: 3269.312256
	Iteration 11Q: 3 clusters Score -2920646 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2921234.500000 Penalty: 3269.312256
	Iteration 12Q: 3 clusters Score -2921234 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2921613.500000 Penalty: 3269.312256
	Iteration 13Q: 3 clusters Score -2921614 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2921819.500000 Penalty: 3269.312256
	Iteration 14Q: 3 clusters Score -2921820 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2921930.750000 Penalty: 3269.312256
	Iteration 15Q: 3 clusters Score -2921931 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2921986.250000 Penalty: 3269.312256
	Iteration 16Q: 3 clusters Score -2921986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2922031.500000 Penalty: 3269.312256
	Iteration 17Q: 3 clusters Score -2922032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2922050.000000 Penalty: 3269.312256
	Iteration 18Q: 3 clusters Score -2922050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2922065.750000 Penalty: 3269.312256
	Iteration 19Q: 3 clusters Score -2922066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2922072.750000 Penalty: 3269.312256
	Iteration 20F: 3 clusters Score -2922073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2922082.500000 Penalty: 3269.312256
	Iteration 21Q: 3 clusters Score -2922082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2922092.000000 Penalty: 3269.312256
	Iteration 22Q: 3 clusters Score -2922092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2922100.000000 Penalty: 3269.312256
	Iteration 23Q: 3 clusters Score -2922100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2922103.250000 Penalty: 3269.312256
	Iteration 24Q: 3 clusters Score -2922103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2922109.250000 Penalty: 3269.312256
	Iteration 25Q: 3 clusters Score -2922109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2922111.250000 Penalty: 3269.312256
	Iteration 26Q: 3 clusters Score -2922111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2922113.750000 Penalty: 3269.312256
	Iteration 27Q: 3 clusters Score -2922114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2922116.750000 Penalty: 3269.312256
	Iteration 28Q: 3 clusters Score -2922117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2922115.250000 Penalty: 3269.312256
	Iteration 29Q: 3 clusters Score -2922115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2922118.250000 Penalty: 3269.312256
	Iteration 30Q: 3 clusters Score -2922118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2922118.500000 Penalty: 3269.312256
	Iteration 31Q: 3 clusters Score -2922118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2922118.500000 Penalty: 3269.312256
	Iteration 32F: 3 clusters Score -2922118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -109045.523438 Penalty: 1120.548462
	Iteration 0F: 2 clusters Score -109045.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -107703.296875 Penalty: 2241.096924
	Iteration 0F: 3 clusters Score -107703.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -108164.992188 Penalty: 2241.096924
	Iteration 1F: 3 clusters Score -108165 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -108432.460938 Penalty: 2241.096924
	Iteration 2F: 3 clusters Score -108432.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -108683.406250 Penalty: 2241.096924
	Iteration 3F: 3 clusters Score -108683.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -108879.062500 Penalty: 2241.096924
	Iteration 4F: 3 clusters Score -108879.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -108972.906250 Penalty: 2241.096924
	Iteration 5Q: 3 clusters Score -108972.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -109019.046875 Penalty: 2241.096924
	Iteration 6Q: 3 clusters Score -109019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -109039.921875 Penalty: 2241.096924
	Iteration 7Q: 3 clusters Score -109039.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -109053.945312 Penalty: 2241.096924
	Iteration 8Q: 3 clusters Score -109053.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -109061.726562 Penalty: 2241.096924
	Iteration 9Q: 3 clusters Score -109061.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -109070.898438 Penalty: 2241.096924
	Iteration 10Q: 3 clusters Score -109070.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -109076.453125 Penalty: 2241.096924
	Iteration 11Q: 3 clusters Score -109076.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -109077.156250 Penalty: 2241.096924
	Iteration 12Q: 3 clusters Score -109077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -109079.132812 Penalty: 2241.096924
	Iteration 13Q: 3 clusters Score -109079.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -109079.132812 Penalty: 2241.096924
	Iteration 14F: 3 clusters Score -109079.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 18985 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 243 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 133672 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 72061 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88441 members 
Mstep: Class 14 contains 3788 members 
Mstep: Class 15 contains 26616 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17029 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84831 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4106 members 
Mstep: Class 27 contains 11684 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7880 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133425 members 
Mstep: Class 34 contains 745 members 
Entering Unmasked Estep 
Score: -108942496.000000 Penalty: 75654.937500
Splitting cluster 7 changes total score from -108943624.000000 to -108942496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Entering Unmasked Estep 
Score: -559650.125000 Penalty: 1364.485107
	Iteration 0F: 2 clusters Score -559650.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -555949.437500 Penalty: 2728.970215
	Iteration 0F: 3 clusters Score -555949.4 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -556862.625000 Penalty: 2728.970215
	Iteration 1F: 3 clusters Score -556862.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -557016.000000 Penalty: 2728.970215
	Iteration 2F: 3 clusters Score -557016 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -557138.062500 Penalty: 2728.970215
	Iteration 3F: 3 clusters Score -557138.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -557232.375000 Penalty: 2728.970215
	Iteration 4Q: 3 clusters Score -557232.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -557294.875000 Penalty: 2728.970215
	Iteration 5Q: 3 clusters Score -557294.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -557355.125000 Penalty: 2728.970215
	Iteration 6Q: 3 clusters Score -557355.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -557414.625000 Penalty: 2728.970215
	Iteration 7Q: 3 clusters Score -557414.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -557475.812500 Penalty: 2728.970215
	Iteration 8Q: 3 clusters Score -557475.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -557537.812500 Penalty: 2728.970215
	Iteration 9Q: 3 clusters Score -557537.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -557596.625000 Penalty: 2728.970215
	Iteration 10Q: 3 clusters Score -557596.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -557640.625000 Penalty: 2728.970215
	Iteration 11Q: 3 clusters Score -557640.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -557689.250000 Penalty: 2728.970215
	Iteration 12Q: 3 clusters Score -557689.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -557752.000000 Penalty: 2728.970215
	Iteration 13Q: 3 clusters Score -557752 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -557822.125000 Penalty: 2728.970215
	Iteration 14Q: 3 clusters Score -557822.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -557886.812500 Penalty: 2728.970215
	Iteration 15Q: 3 clusters Score -557886.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -557959.375000 Penalty: 2728.970215
	Iteration 16Q: 3 clusters Score -557959.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -558024.000000 Penalty: 2728.970215
	Iteration 17Q: 3 clusters Score -558024 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -558073.062500 Penalty: 2728.970215
	Iteration 18Q: 3 clusters Score -558073.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -558127.375000 Penalty: 2728.970215
	Iteration 19Q: 3 clusters Score -558127.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -558171.625000 Penalty: 2728.970215
	Iteration 20F: 3 clusters Score -558171.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -558206.062500 Penalty: 2728.970215
	Iteration 21Q: 3 clusters Score -558206.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -558238.562500 Penalty: 2728.970215
	Iteration 22Q: 3 clusters Score -558238.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -558270.562500 Penalty: 2728.970215
	Iteration 23Q: 3 clusters Score -558270.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -558301.062500 Penalty: 2728.970215
	Iteration 24Q: 3 clusters Score -558301.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -558327.437500 Penalty: 2728.970215
	Iteration 25Q: 3 clusters Score -558327.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -558352.437500 Penalty: 2728.970215
	Iteration 26Q: 3 clusters Score -558352.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -558373.187500 Penalty: 2728.970215
	Iteration 27Q: 3 clusters Score -558373.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -558391.562500 Penalty: 2728.970215
	Iteration 28Q: 3 clusters Score -558391.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -558401.750000 Penalty: 2728.970215
	Iteration 29Q: 3 clusters Score -558401.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -558407.687500 Penalty: 2728.970215
	Iteration 30Q: 3 clusters Score -558407.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -558412.062500 Penalty: 2728.970215
	Iteration 31Q: 3 clusters Score -558412.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -558412.750000 Penalty: 2728.970215
	Iteration 32Q: 3 clusters Score -558412.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -558413.687500 Penalty: 2728.970215
	Iteration 33Q: 3 clusters Score -558413.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -558414.437500 Penalty: 2728.970215
	Iteration 34Q: 3 clusters Score -558414.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -558416.875000 Penalty: 2728.970215
	Iteration 35Q: 3 clusters Score -558416.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -558421.750000 Penalty: 2728.970215
	Iteration 36Q: 3 clusters Score -558421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -558424.812500 Penalty: 2728.970215
	Iteration 37Q: 3 clusters Score -558424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -558430.375000 Penalty: 2728.970215
	Iteration 38Q: 3 clusters Score -558430.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -558434.437500 Penalty: 2728.970215
	Iteration 39Q: 3 clusters Score -558434.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -558439.187500 Penalty: 2728.970215
	Iteration 40F: 3 clusters Score -558439.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -558447.250000 Penalty: 2728.970215
	Iteration 41Q: 3 clusters Score -558447.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -558454.125000 Penalty: 2728.970215
	Iteration 42Q: 3 clusters Score -558454.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -558458.312500 Penalty: 2728.970215
	Iteration 43Q: 3 clusters Score -558458.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -558460.875000 Penalty: 2728.970215
	Iteration 44Q: 3 clusters Score -558460.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -558466.375000 Penalty: 2728.970215
	Iteration 45Q: 3 clusters Score -558466.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -558471.125000 Penalty: 2728.970215
	Iteration 46Q: 3 clusters Score -558471.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -558480.437500 Penalty: 2728.970215
	Iteration 47Q: 3 clusters Score -558480.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -558484.937500 Penalty: 2728.970215
	Iteration 48Q: 3 clusters Score -558484.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -558485.875000 Penalty: 2728.970215
	Iteration 49Q: 3 clusters Score -558485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -558485.875000 Penalty: 2728.970215
	Iteration 50F: 3 clusters Score -558485.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (133672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133672 members 
Entering Unmasked Estep 
Score: -17091602.000000 Penalty: 1918.010986
	Iteration 0F: 2 clusters Score -1.70916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -17010416.000000 Penalty: 3836.021973
	Iteration 0F: 3 clusters Score -1.701042e+07 nChanged 64365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73840 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -17050152.000000 Penalty: 3836.021973
	Iteration 1F: 3 clusters Score -1.705015e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77785 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -17052996.000000 Penalty: 3836.021973
	Iteration 2F: 3 clusters Score -1.7053e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83172 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -17056576.000000 Penalty: 3836.021973
	Iteration 3F: 3 clusters Score -1.705658e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89780 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -17061286.000000 Penalty: 3836.021973
	Iteration 4F: 3 clusters Score -1.706129e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96605 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -17066492.000000 Penalty: 3836.021973
	Iteration 5F: 3 clusters Score -1.706649e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102583 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -17071960.000000 Penalty: 3836.021973
	Iteration 6F: 3 clusters Score -1.707196e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107093 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -17076850.000000 Penalty: 3836.021973
	Iteration 7Q: 3 clusters Score -1.707685e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110127 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -17081290.000000 Penalty: 3836.021973
	Iteration 8Q: 3 clusters Score -1.708129e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112393 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -17084474.000000 Penalty: 3836.021973
	Iteration 9Q: 3 clusters Score -1.708447e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114420 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -17086300.000000 Penalty: 3836.021973
	Iteration 10Q: 3 clusters Score -1.70863e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116442 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -17087664.000000 Penalty: 3836.021973
	Iteration 11Q: 3 clusters Score -1.708766e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118407 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -17088706.000000 Penalty: 3836.021973
	Iteration 12Q: 3 clusters Score -1.708871e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120293 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -17089512.000000 Penalty: 3836.021973
	Iteration 13Q: 3 clusters Score -1.708951e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122077 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -17090224.000000 Penalty: 3836.021973
	Iteration 14Q: 3 clusters Score -1.709022e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123645 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -17090728.000000 Penalty: 3836.021973
	Iteration 15Q: 3 clusters Score -1.709073e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125069 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -17091116.000000 Penalty: 3836.021973
	Iteration 16Q: 3 clusters Score -1.709112e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126288 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -17091290.000000 Penalty: 3836.021973
	Iteration 17Q: 3 clusters Score -1.709129e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127341 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -17091466.000000 Penalty: 3836.021973
	Iteration 18Q: 3 clusters Score -1.709147e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128181 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -17091628.000000 Penalty: 3836.021973
	Iteration 19Q: 3 clusters Score -1.709163e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128847 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -17091698.000000 Penalty: 3836.021973
	Iteration 20F: 3 clusters Score -1.70917e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129374 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -17091670.000000 Penalty: 3836.021973
	Iteration 21Q: 3 clusters Score -1.709167e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129833 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -17091598.000000 Penalty: 3836.021973
	Iteration 22Q: 3 clusters Score -1.70916e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130194 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -17091536.000000 Penalty: 3836.021973
	Iteration 23Q: 3 clusters Score -1.709154e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130490 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -17091532.000000 Penalty: 3836.021973
	Iteration 24Q: 3 clusters Score -1.709153e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130769 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -17091448.000000 Penalty: 3836.021973
	Iteration 25Q: 3 clusters Score -1.709145e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131010 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -17091460.000000 Penalty: 3836.021973
	Iteration 26Q: 3 clusters Score -1.709146e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131220 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -17091412.000000 Penalty: 3836.021973
	Iteration 27Q: 3 clusters Score -1.709141e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131380 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -17091390.000000 Penalty: 3836.021973
	Iteration 28Q: 3 clusters Score -1.709139e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131529 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -17091366.000000 Penalty: 3836.021973
	Iteration 29Q: 3 clusters Score -1.709137e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131655 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -17091328.000000 Penalty: 3836.021973
	Iteration 30Q: 3 clusters Score -1.709133e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131770 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -17091316.000000 Penalty: 3836.021973
	Iteration 31Q: 3 clusters Score -1.709132e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131880 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -17091312.000000 Penalty: 3836.021973
	Iteration 32Q: 3 clusters Score -1.709131e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131970 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -17091250.000000 Penalty: 3836.021973
	Iteration 33Q: 3 clusters Score -1.709125e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132037 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -17091220.000000 Penalty: 3836.021973
	Iteration 34Q: 3 clusters Score -1.709122e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132086 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -17091198.000000 Penalty: 3836.021973
	Iteration 35Q: 3 clusters Score -1.70912e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132135 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -17091200.000000 Penalty: 3836.021973
	Iteration 36Q: 3 clusters Score -1.70912e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132179 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -17091186.000000 Penalty: 3836.021973
	Iteration 37Q: 3 clusters Score -1.709119e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132211 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -17091176.000000 Penalty: 3836.021973
	Iteration 38Q: 3 clusters Score -1.709118e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132242 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -17091184.000000 Penalty: 3836.021973
	Iteration 39Q: 3 clusters Score -1.709118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132260 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -17091188.000000 Penalty: 3836.021973
	Iteration 40F: 3 clusters Score -1.709119e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132277 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -17091164.000000 Penalty: 3836.021973
	Iteration 41Q: 3 clusters Score -1.709116e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132292 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -17091164.000000 Penalty: 3836.021973
	Iteration 42Q: 3 clusters Score -1.709116e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132308 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -17091150.000000 Penalty: 3836.021973
	Iteration 43Q: 3 clusters Score -1.709115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132325 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -17091168.000000 Penalty: 3836.021973
	Iteration 44Q: 3 clusters Score -1.709117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132340 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -17091166.000000 Penalty: 3836.021973
	Iteration 45Q: 3 clusters Score -1.709117e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132359 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -17091168.000000 Penalty: 3836.021973
	Iteration 46Q: 3 clusters Score -1.709117e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132379 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -17091162.000000 Penalty: 3836.021973
	Iteration 47Q: 3 clusters Score -1.709116e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132397 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -17091178.000000 Penalty: 3836.021973
	Iteration 48Q: 3 clusters Score -1.709118e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132410 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -17091176.000000 Penalty: 3836.021973
	Iteration 49Q: 3 clusters Score -1.709118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132427 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -17091150.000000 Penalty: 3836.021973
	Iteration 50Q: 3 clusters Score -1.709115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132434 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -17091164.000000 Penalty: 3836.021973
	Iteration 51Q: 3 clusters Score -1.709116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132441 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -17091152.000000 Penalty: 3836.021973
	Iteration 52Q: 3 clusters Score -1.709115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132450 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -17091126.000000 Penalty: 3836.021973
	Iteration 53Q: 3 clusters Score -1.709113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132460 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -17091122.000000 Penalty: 3836.021973
	Iteration 54Q: 3 clusters Score -1.709112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132475 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -17091122.000000 Penalty: 3836.021973
	Iteration 55Q: 3 clusters Score -1.709112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132485 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -17091118.000000 Penalty: 3836.021973
	Iteration 56Q: 3 clusters Score -1.709112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132494 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -17091114.000000 Penalty: 3836.021973
	Iteration 57Q: 3 clusters Score -1.709111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132501 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -17091090.000000 Penalty: 3836.021973
	Iteration 58Q: 3 clusters Score -1.709109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132507 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -17091098.000000 Penalty: 3836.021973
	Iteration 59Q: 3 clusters Score -1.70911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132513 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -17091092.000000 Penalty: 3836.021973
	Iteration 60F: 3 clusters Score -1.709109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132521 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -17091080.000000 Penalty: 3836.021973
	Iteration 61Q: 3 clusters Score -1.709108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132529 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -17091084.000000 Penalty: 3836.021973
	Iteration 62Q: 3 clusters Score -1.709108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132539 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -17091080.000000 Penalty: 3836.021973
	Iteration 63Q: 3 clusters Score -1.709108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132541 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -17091080.000000 Penalty: 3836.021973
	Iteration 64Q: 3 clusters Score -1.709108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132544 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -17091078.000000 Penalty: 3836.021973
	Iteration 65Q: 3 clusters Score -1.709108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132548 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -17091072.000000 Penalty: 3836.021973
	Iteration 66Q: 3 clusters Score -1.709107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132552 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -17091078.000000 Penalty: 3836.021973
	Iteration 67Q: 3 clusters Score -1.709108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132564 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -17091072.000000 Penalty: 3836.021973
	Iteration 68Q: 3 clusters Score -1.709107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132567 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -17091080.000000 Penalty: 3836.021973
	Iteration 69Q: 3 clusters Score -1.709108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132570 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -17091080.000000 Penalty: 3836.021973
	Iteration 70Q: 3 clusters Score -1.709108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132570 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -17091080.000000 Penalty: 3836.021973
	Iteration 71F: 3 clusters Score -1.709108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Entering Unmasked Estep 
Score: -1156408.875000 Penalty: 1483.430786
	Iteration 0F: 2 clusters Score -1156409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1149717.875000 Penalty: 2966.861572
	Iteration 0F: 3 clusters Score -1149718 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1151985.125000 Penalty: 2966.861572
	Iteration 1F: 3 clusters Score -1151985 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1152296.375000 Penalty: 2966.861572
	Iteration 2F: 3 clusters Score -1152296 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1152553.500000 Penalty: 2966.861572
	Iteration 3F: 3 clusters Score -1152554 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1152760.625000 Penalty: 2966.861572
	Iteration 4Q: 3 clusters Score -1152761 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1152973.750000 Penalty: 2966.861572
	Iteration 5Q: 3 clusters Score -1152974 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1153246.625000 Penalty: 2966.861572
	Iteration 6Q: 3 clusters Score -1153247 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1153509.750000 Penalty: 2966.861572
	Iteration 7Q: 3 clusters Score -1153510 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1153749.250000 Penalty: 2966.861572
	Iteration 8Q: 3 clusters Score -1153749 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1153984.625000 Penalty: 2966.861572
	Iteration 9Q: 3 clusters Score -1153985 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1154179.125000 Penalty: 2966.861572
	Iteration 10Q: 3 clusters Score -1154179 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1154327.750000 Penalty: 2966.861572
	Iteration 11Q: 3 clusters Score -1154328 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1154434.750000 Penalty: 2966.861572
	Iteration 12Q: 3 clusters Score -1154435 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1154512.000000 Penalty: 2966.861572
	Iteration 13Q: 3 clusters Score -1154512 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1154569.250000 Penalty: 2966.861572
	Iteration 14Q: 3 clusters Score -1154569 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1154621.875000 Penalty: 2966.861572
	Iteration 15Q: 3 clusters Score -1154622 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1154662.875000 Penalty: 2966.861572
	Iteration 16Q: 3 clusters Score -1154663 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1154690.375000 Penalty: 2966.861572
	Iteration 17Q: 3 clusters Score -1154690 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1154712.000000 Penalty: 2966.861572
	Iteration 18Q: 3 clusters Score -1154712 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1154730.750000 Penalty: 2966.861572
	Iteration 19Q: 3 clusters Score -1154731 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1154744.000000 Penalty: 2966.861572
	Iteration 20F: 3 clusters Score -1154744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1154757.125000 Penalty: 2966.861572
	Iteration 21Q: 3 clusters Score -1154757 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1154768.250000 Penalty: 2966.861572
	Iteration 22Q: 3 clusters Score -1154768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1154782.000000 Penalty: 2966.861572
	Iteration 23Q: 3 clusters Score -1154782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1154799.000000 Penalty: 2966.861572
	Iteration 24Q: 3 clusters Score -1154799 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1154813.375000 Penalty: 2966.861572
	Iteration 25Q: 3 clusters Score -1154813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1154830.125000 Penalty: 2966.861572
	Iteration 26Q: 3 clusters Score -1154830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1154856.125000 Penalty: 2966.861572
	Iteration 27Q: 3 clusters Score -1154856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1154881.750000 Penalty: 2966.861572
	Iteration 28Q: 3 clusters Score -1154882 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1154914.125000 Penalty: 2966.861572
	Iteration 29Q: 3 clusters Score -1154914 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1154938.750000 Penalty: 2966.861572
	Iteration 30Q: 3 clusters Score -1154939 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1154958.500000 Penalty: 2966.861572
	Iteration 31Q: 3 clusters Score -1154958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1154978.125000 Penalty: 2966.861572
	Iteration 32Q: 3 clusters Score -1154978 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1155002.375000 Penalty: 2966.861572
	Iteration 33Q: 3 clusters Score -1155002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1155025.625000 Penalty: 2966.861572
	Iteration 34Q: 3 clusters Score -1155026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1155037.375000 Penalty: 2966.861572
	Iteration 35Q: 3 clusters Score -1155037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1155047.375000 Penalty: 2966.861572
	Iteration 36Q: 3 clusters Score -1155047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1155049.875000 Penalty: 2966.861572
	Iteration 37Q: 3 clusters Score -1155050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1155051.500000 Penalty: 2966.861572
	Iteration 38Q: 3 clusters Score -1155052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1155053.500000 Penalty: 2966.861572
	Iteration 39Q: 3 clusters Score -1155054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1155055.375000 Penalty: 2966.861572
	Iteration 40F: 3 clusters Score -1155055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1155061.750000 Penalty: 2966.861572
	Iteration 41Q: 3 clusters Score -1155062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1155059.625000 Penalty: 2966.861572
	Iteration 42Q: 3 clusters Score -1155060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1155064.625000 Penalty: 2966.861572
	Iteration 43Q: 3 clusters Score -1155065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1155069.625000 Penalty: 2966.861572
	Iteration 44Q: 3 clusters Score -1155070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1155075.125000 Penalty: 2966.861572
	Iteration 45Q: 3 clusters Score -1155075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1155076.250000 Penalty: 2966.861572
	Iteration 46Q: 3 clusters Score -1155076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1155082.000000 Penalty: 2966.861572
	Iteration 47Q: 3 clusters Score -1155082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1155091.375000 Penalty: 2966.861572
	Iteration 48Q: 3 clusters Score -1155091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1155092.625000 Penalty: 2966.861572
	Iteration 49Q: 3 clusters Score -1155093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1155099.750000 Penalty: 2966.861572
	Iteration 50Q: 3 clusters Score -1155100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1155099.625000 Penalty: 2966.861572
	Iteration 51Q: 3 clusters Score -1155100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1155102.625000 Penalty: 2966.861572
	Iteration 52Q: 3 clusters Score -1155103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1155106.875000 Penalty: 2966.861572
	Iteration 53Q: 3 clusters Score -1155107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1155110.250000 Penalty: 2966.861572
	Iteration 54Q: 3 clusters Score -1155110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1155115.750000 Penalty: 2966.861572
	Iteration 55Q: 3 clusters Score -1155116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1155119.000000 Penalty: 2966.861572
	Iteration 56Q: 3 clusters Score -1155119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1155120.375000 Penalty: 2966.861572
	Iteration 57Q: 3 clusters Score -1155120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1155121.250000 Penalty: 2966.861572
	Iteration 58Q: 3 clusters Score -1155121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1155124.750000 Penalty: 2966.861572
	Iteration 59Q: 3 clusters Score -1155125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1155129.750000 Penalty: 2966.861572
	Iteration 60F: 3 clusters Score -1155130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1155129.625000 Penalty: 2966.861572
	Iteration 61Q: 3 clusters Score -1155130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1155133.875000 Penalty: 2966.861572
	Iteration 62Q: 3 clusters Score -1155134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1155136.125000 Penalty: 2966.861572
	Iteration 63Q: 3 clusters Score -1155136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1155136.000000 Penalty: 2966.861572
	Iteration 64Q: 3 clusters Score -1155136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1155137.375000 Penalty: 2966.861572
	Iteration 65Q: 3 clusters Score -1155137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1155138.500000 Penalty: 2966.861572
	Iteration 66Q: 3 clusters Score -1155138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1155139.750000 Penalty: 2966.861572
	Iteration 67Q: 3 clusters Score -1155140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1155137.500000 Penalty: 2966.861572
	Iteration 68Q: 3 clusters Score -1155138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1155137.500000 Penalty: 2966.861572
	Iteration 69F: 3 clusters Score -1155138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (72061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72061 members 
Entering Unmasked Estep 
Score: -8531846.000000 Penalty: 1817.606079
	Iteration 0F: 2 clusters Score -8531846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -8483499.000000 Penalty: 3635.212158
	Iteration 0F: 3 clusters Score -8483499 nChanged 34271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -8504329.000000 Penalty: 3635.212158
	Iteration 1F: 3 clusters Score -8504329 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -8505789.000000 Penalty: 3635.212158
	Iteration 2Q: 3 clusters Score -8505789 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -8507529.000000 Penalty: 3635.212158
	Iteration 3F: 3 clusters Score -8507529 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -8509381.000000 Penalty: 3635.212158
	Iteration 4F: 3 clusters Score -8509381 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -8511164.000000 Penalty: 3635.212158
	Iteration 5F: 3 clusters Score -8511164 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -8512867.000000 Penalty: 3635.212158
	Iteration 6F: 3 clusters Score -8512867 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -8514325.000000 Penalty: 3635.212158
	Iteration 7Q: 3 clusters Score -8514325 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -8515712.000000 Penalty: 3635.212158
	Iteration 8Q: 3 clusters Score -8515712 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -8517211.000000 Penalty: 3635.212158
	Iteration 9Q: 3 clusters Score -8517211 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -8518713.000000 Penalty: 3635.212158
	Iteration 10Q: 3 clusters Score -8518713 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -8520192.000000 Penalty: 3635.212158
	Iteration 11Q: 3 clusters Score -8520192 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -8521715.000000 Penalty: 3635.212158
	Iteration 12Q: 3 clusters Score -8521715 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -8523089.000000 Penalty: 3635.212158
	Iteration 13Q: 3 clusters Score -8523089 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -8524438.000000 Penalty: 3635.212158
	Iteration 14Q: 3 clusters Score -8524438 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -8525542.000000 Penalty: 3635.212158
	Iteration 15Q: 3 clusters Score -8525542 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -8526596.000000 Penalty: 3635.212158
	Iteration 16Q: 3 clusters Score -8526596 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65815 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -8527383.000000 Penalty: 3635.212158
	Iteration 17Q: 3 clusters Score -8527383 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -8528113.000000 Penalty: 3635.212158
	Iteration 18Q: 3 clusters Score -8528113 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -8528646.000000 Penalty: 3635.212158
	Iteration 19Q: 3 clusters Score -8528646 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68972 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -8529120.000000 Penalty: 3635.212158
	Iteration 20F: 3 clusters Score -8529120 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -8529469.000000 Penalty: 3635.212158
	Iteration 21Q: 3 clusters Score -8529469 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70118 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8529750.000000 Penalty: 3635.212158
	Iteration 22Q: 3 clusters Score -8529750 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70473 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8529959.000000 Penalty: 3635.212158
	Iteration 23Q: 3 clusters Score -8529959 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70718 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8530076.000000 Penalty: 3635.212158
	Iteration 24Q: 3 clusters Score -8530076 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8530184.000000 Penalty: 3635.212158
	Iteration 25Q: 3 clusters Score -8530184 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8530282.000000 Penalty: 3635.212158
	Iteration 26Q: 3 clusters Score -8530282 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71120 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8530357.000000 Penalty: 3635.212158
	Iteration 27Q: 3 clusters Score -8530357 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71204 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8530416.000000 Penalty: 3635.212158
	Iteration 28Q: 3 clusters Score -8530416 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71266 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8530460.000000 Penalty: 3635.212158
	Iteration 29Q: 3 clusters Score -8530460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8530494.000000 Penalty: 3635.212158
	Iteration 30Q: 3 clusters Score -8530494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8530518.000000 Penalty: 3635.212158
	Iteration 31Q: 3 clusters Score -8530518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71380 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8530534.000000 Penalty: 3635.212158
	Iteration 32Q: 3 clusters Score -8530534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8530554.000000 Penalty: 3635.212158
	Iteration 33Q: 3 clusters Score -8530554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71424 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8530554.000000 Penalty: 3635.212158
	Iteration 34Q: 3 clusters Score -8530554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71436 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8530567.000000 Penalty: 3635.212158
	Iteration 35Q: 3 clusters Score -8530567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8530581.000000 Penalty: 3635.212158
	Iteration 36Q: 3 clusters Score -8530581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8530592.000000 Penalty: 3635.212158
	Iteration 37Q: 3 clusters Score -8530592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8530597.000000 Penalty: 3635.212158
	Iteration 38Q: 3 clusters Score -8530597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71474 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8530601.000000 Penalty: 3635.212158
	Iteration 39Q: 3 clusters Score -8530601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71479 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8530610.000000 Penalty: 3635.212158
	Iteration 40F: 3 clusters Score -8530610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71478 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8530606.000000 Penalty: 3635.212158
	Iteration 41Q: 3 clusters Score -8530606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71480 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8530610.000000 Penalty: 3635.212158
	Iteration 42Q: 3 clusters Score -8530610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8530613.000000 Penalty: 3635.212158
	Iteration 43Q: 3 clusters Score -8530613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71482 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8530617.000000 Penalty: 3635.212158
	Iteration 44Q: 3 clusters Score -8530617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71484 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8530632.000000 Penalty: 3635.212158
	Iteration 45Q: 3 clusters Score -8530632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71490 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8530639.000000 Penalty: 3635.212158
	Iteration 46Q: 3 clusters Score -8530639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8530640.000000 Penalty: 3635.212158
	Iteration 47Q: 3 clusters Score -8530640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71495 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8530645.000000 Penalty: 3635.212158
	Iteration 48Q: 3 clusters Score -8530645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71498 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8530641.000000 Penalty: 3635.212158
	Iteration 49Q: 3 clusters Score -8530641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8530650.000000 Penalty: 3635.212158
	Iteration 50Q: 3 clusters Score -8530650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8530649.000000 Penalty: 3635.212158
	Iteration 51Q: 3 clusters Score -8530649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71498 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8530651.000000 Penalty: 3635.212158
	Iteration 52Q: 3 clusters Score -8530651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8530660.000000 Penalty: 3635.212158
	Iteration 53Q: 3 clusters Score -8530660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8530663.000000 Penalty: 3635.212158
	Iteration 54Q: 3 clusters Score -8530663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8530662.000000 Penalty: 3635.212158
	Iteration 55Q: 3 clusters Score -8530662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8530669.000000 Penalty: 3635.212158
	Iteration 56Q: 3 clusters Score -8530669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71496 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8530669.000000 Penalty: 3635.212158
	Iteration 57Q: 3 clusters Score -8530669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71495 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8530664.000000 Penalty: 3635.212158
	Iteration 58Q: 3 clusters Score -8530664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8530659.000000 Penalty: 3635.212158
	Iteration 59Q: 3 clusters Score -8530659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8530656.000000 Penalty: 3635.212158
	Iteration 60F: 3 clusters Score -8530656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8530661.000000 Penalty: 3635.212158
	Iteration 61Q: 3 clusters Score -8530661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8530663.000000 Penalty: 3635.212158
	Iteration 62Q: 3 clusters Score -8530663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71489 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8530665.000000 Penalty: 3635.212158
	Iteration 63Q: 3 clusters Score -8530665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8530668.000000 Penalty: 3635.212158
	Iteration 64Q: 3 clusters Score -8530668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8530668.000000 Penalty: 3635.212158
	Iteration 65F: 3 clusters Score -8530668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39839.781250 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -39839.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38986.605469 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -38986.61 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39138.207031 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -39138.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39158.218750 Penalty: 1913.885254
	Iteration 2Q: 3 clusters Score -39158.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39182.511719 Penalty: 1913.885254
	Iteration 3Q: 3 clusters Score -39182.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39192.652344 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -39192.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39196.015625 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -39196.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39197.546875 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -39197.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39199.242188 Penalty: 1913.885254
	Iteration 7Q: 3 clusters Score -39199.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39199.242188 Penalty: 1913.885254
	Iteration 8F: 3 clusters Score -39199.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Entering Unmasked Estep 
Score: -11345889.000000 Penalty: 1850.889771
	Iteration 0F: 2 clusters Score -1.134589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -11288785.000000 Penalty: 3701.779541
	Iteration 0F: 3 clusters Score -1.128878e+07 nChanged 41679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -11313593.000000 Penalty: 3701.779541
	Iteration 1F: 3 clusters Score -1.131359e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -11314884.000000 Penalty: 3701.779541
	Iteration 2Q: 3 clusters Score -1.131488e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -11316818.000000 Penalty: 3701.779541
	Iteration 3Q: 3 clusters Score -1.131682e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -11319543.000000 Penalty: 3701.779541
	Iteration 4F: 3 clusters Score -1.131954e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -11323394.000000 Penalty: 3701.779541
	Iteration 5F: 3 clusters Score -1.132339e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -11328325.000000 Penalty: 3701.779541
	Iteration 6F: 3 clusters Score -1.132832e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -11332966.000000 Penalty: 3701.779541
	Iteration 7F: 3 clusters Score -1.133297e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -11335524.000000 Penalty: 3701.779541
	Iteration 8F: 3 clusters Score -1.133552e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -11336623.000000 Penalty: 3701.779541
	Iteration 9Q: 3 clusters Score -1.133662e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -11337194.000000 Penalty: 3701.779541
	Iteration 10Q: 3 clusters Score -1.133719e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -11337589.000000 Penalty: 3701.779541
	Iteration 11Q: 3 clusters Score -1.133759e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -11337906.000000 Penalty: 3701.779541
	Iteration 12Q: 3 clusters Score -1.133791e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -11338170.000000 Penalty: 3701.779541
	Iteration 13Q: 3 clusters Score -1.133817e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -11338379.000000 Penalty: 3701.779541
	Iteration 14Q: 3 clusters Score -1.133838e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -11338560.000000 Penalty: 3701.779541
	Iteration 15Q: 3 clusters Score -1.133856e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -11338662.000000 Penalty: 3701.779541
	Iteration 16Q: 3 clusters Score -1.133866e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -11338747.000000 Penalty: 3701.779541
	Iteration 17Q: 3 clusters Score -1.133875e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -11338869.000000 Penalty: 3701.779541
	Iteration 18Q: 3 clusters Score -1.133887e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -11338937.000000 Penalty: 3701.779541
	Iteration 19Q: 3 clusters Score -1.133894e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -11338998.000000 Penalty: 3701.779541
	Iteration 20F: 3 clusters Score -1.1339e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -11339064.000000 Penalty: 3701.779541
	Iteration 21Q: 3 clusters Score -1.133906e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -11339100.000000 Penalty: 3701.779541
	Iteration 22Q: 3 clusters Score -1.13391e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -11339174.000000 Penalty: 3701.779541
	Iteration 23Q: 3 clusters Score -1.133917e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -11339193.000000 Penalty: 3701.779541
	Iteration 24Q: 3 clusters Score -1.133919e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -11339287.000000 Penalty: 3701.779541
	Iteration 25Q: 3 clusters Score -1.133929e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -11339295.000000 Penalty: 3701.779541
	Iteration 26Q: 3 clusters Score -1.13393e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -11339351.000000 Penalty: 3701.779541
	Iteration 27Q: 3 clusters Score -1.133935e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -11339368.000000 Penalty: 3701.779541
	Iteration 28Q: 3 clusters Score -1.133937e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -11339399.000000 Penalty: 3701.779541
	Iteration 29Q: 3 clusters Score -1.13394e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -11339429.000000 Penalty: 3701.779541
	Iteration 30Q: 3 clusters Score -1.133943e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -11339405.000000 Penalty: 3701.779541
	Iteration 31Q: 3 clusters Score -1.13394e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -11339414.000000 Penalty: 3701.779541
	Iteration 32Q: 3 clusters Score -1.133941e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -11339420.000000 Penalty: 3701.779541
	Iteration 33Q: 3 clusters Score -1.133942e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -11339465.000000 Penalty: 3701.779541
	Iteration 34Q: 3 clusters Score -1.133946e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -11339470.000000 Penalty: 3701.779541
	Iteration 35Q: 3 clusters Score -1.133947e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -11339475.000000 Penalty: 3701.779541
	Iteration 36Q: 3 clusters Score -1.133948e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -11339473.000000 Penalty: 3701.779541
	Iteration 37Q: 3 clusters Score -1.133947e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -11339488.000000 Penalty: 3701.779541
	Iteration 38Q: 3 clusters Score -1.133949e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -11339500.000000 Penalty: 3701.779541
	Iteration 39Q: 3 clusters Score -1.13395e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -11339552.000000 Penalty: 3701.779541
	Iteration 40F: 3 clusters Score -1.133955e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -11339583.000000 Penalty: 3701.779541
	Iteration 41Q: 3 clusters Score -1.133958e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -11339593.000000 Penalty: 3701.779541
	Iteration 42Q: 3 clusters Score -1.133959e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -11339617.000000 Penalty: 3701.779541
	Iteration 43Q: 3 clusters Score -1.133962e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -11339633.000000 Penalty: 3701.779541
	Iteration 44Q: 3 clusters Score -1.133963e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -11339641.000000 Penalty: 3701.779541
	Iteration 45Q: 3 clusters Score -1.133964e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -11339649.000000 Penalty: 3701.779541
	Iteration 46Q: 3 clusters Score -1.133965e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -11339722.000000 Penalty: 3701.779541
	Iteration 47Q: 3 clusters Score -1.133972e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -11339796.000000 Penalty: 3701.779541
	Iteration 48Q: 3 clusters Score -1.13398e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63197 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -11339847.000000 Penalty: 3701.779541
	Iteration 49Q: 3 clusters Score -1.133985e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -11339929.000000 Penalty: 3701.779541
	Iteration 50Q: 3 clusters Score -1.133993e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -11339978.000000 Penalty: 3701.779541
	Iteration 51Q: 3 clusters Score -1.133998e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -11340023.000000 Penalty: 3701.779541
	Iteration 52Q: 3 clusters Score -1.134002e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -11340121.000000 Penalty: 3701.779541
	Iteration 53Q: 3 clusters Score -1.134012e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -11340108.000000 Penalty: 3701.779541
	Iteration 54Q: 3 clusters Score -1.134011e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -11340130.000000 Penalty: 3701.779541
	Iteration 55Q: 3 clusters Score -1.134013e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -11340268.000000 Penalty: 3701.779541
	Iteration 56Q: 3 clusters Score -1.134027e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -11340315.000000 Penalty: 3701.779541
	Iteration 57Q: 3 clusters Score -1.134032e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -11340396.000000 Penalty: 3701.779541
	Iteration 58Q: 3 clusters Score -1.13404e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -11340580.000000 Penalty: 3701.779541
	Iteration 59Q: 3 clusters Score -1.134058e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71675 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -11340650.000000 Penalty: 3701.779541
	Iteration 60F: 3 clusters Score -1.134065e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -11340830.000000 Penalty: 3701.779541
	Iteration 61Q: 3 clusters Score -1.134083e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73471 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -11340921.000000 Penalty: 3701.779541
	Iteration 62Q: 3 clusters Score -1.134092e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74386 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -11341016.000000 Penalty: 3701.779541
	Iteration 63Q: 3 clusters Score -1.134102e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -11341115.000000 Penalty: 3701.779541
	Iteration 64Q: 3 clusters Score -1.134112e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76274 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -11341256.000000 Penalty: 3701.779541
	Iteration 65Q: 3 clusters Score -1.134126e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77254 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -11341453.000000 Penalty: 3701.779541
	Iteration 66Q: 3 clusters Score -1.134145e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78250 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -11341614.000000 Penalty: 3701.779541
	Iteration 67Q: 3 clusters Score -1.134161e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79207 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -11341806.000000 Penalty: 3701.779541
	Iteration 68Q: 3 clusters Score -1.134181e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80154 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -11341967.000000 Penalty: 3701.779541
	Iteration 69Q: 3 clusters Score -1.134197e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81062 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -11342192.000000 Penalty: 3701.779541
	Iteration 70Q: 3 clusters Score -1.134219e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -11342368.000000 Penalty: 3701.779541
	Iteration 71Q: 3 clusters Score -1.134237e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -11342542.000000 Penalty: 3701.779541
	Iteration 72Q: 3 clusters Score -1.134254e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83454 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -11342709.000000 Penalty: 3701.779541
	Iteration 73Q: 3 clusters Score -1.134271e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -11342872.000000 Penalty: 3701.779541
	Iteration 74Q: 3 clusters Score -1.134287e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84756 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -11343077.000000 Penalty: 3701.779541
	Iteration 75Q: 3 clusters Score -1.134308e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85304 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -11343202.000000 Penalty: 3701.779541
	Iteration 76Q: 3 clusters Score -1.13432e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -11343374.000000 Penalty: 3701.779541
	Iteration 77Q: 3 clusters Score -1.134337e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86174 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -11343457.000000 Penalty: 3701.779541
	Iteration 78Q: 3 clusters Score -1.134346e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86521 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -11343655.000000 Penalty: 3701.779541
	Iteration 79Q: 3 clusters Score -1.134366e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86834 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -11343791.000000 Penalty: 3701.779541
	Iteration 80F: 3 clusters Score -1.134379e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87118 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -11343879.000000 Penalty: 3701.779541
	Iteration 81Q: 3 clusters Score -1.134388e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87327 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -11343960.000000 Penalty: 3701.779541
	Iteration 82Q: 3 clusters Score -1.134396e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87486 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11344044.000000 Penalty: 3701.779541
	Iteration 83Q: 3 clusters Score -1.134404e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87593 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -11344101.000000 Penalty: 3701.779541
	Iteration 84Q: 3 clusters Score -1.13441e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87669 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11344126.000000 Penalty: 3701.779541
	Iteration 85Q: 3 clusters Score -1.134413e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87730 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11344129.000000 Penalty: 3701.779541
	Iteration 86Q: 3 clusters Score -1.134413e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87782 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11344160.000000 Penalty: 3701.779541
	Iteration 87Q: 3 clusters Score -1.134416e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87829 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11344194.000000 Penalty: 3701.779541
	Iteration 88Q: 3 clusters Score -1.134419e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87869 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11344208.000000 Penalty: 3701.779541
	Iteration 89Q: 3 clusters Score -1.134421e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11344226.000000 Penalty: 3701.779541
	Iteration 90Q: 3 clusters Score -1.134423e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87927 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -11344232.000000 Penalty: 3701.779541
	Iteration 91Q: 3 clusters Score -1.134423e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87943 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -11344255.000000 Penalty: 3701.779541
	Iteration 92Q: 3 clusters Score -1.134426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11344247.000000 Penalty: 3701.779541
	Iteration 93Q: 3 clusters Score -1.134425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -11344251.000000 Penalty: 3701.779541
	Iteration 94Q: 3 clusters Score -1.134425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87957 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -11344259.000000 Penalty: 3701.779541
	Iteration 95Q: 3 clusters Score -1.134426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87959 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -11344272.000000 Penalty: 3701.779541
	Iteration 96Q: 3 clusters Score -1.134427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87964 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -11344273.000000 Penalty: 3701.779541
	Iteration 97Q: 3 clusters Score -1.134427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87965 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -11344277.000000 Penalty: 3701.779541
	Iteration 98Q: 3 clusters Score -1.134428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87967 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -11344275.000000 Penalty: 3701.779541
	Iteration 99Q: 3 clusters Score -1.134428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87967 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -11344281.000000 Penalty: 3701.779541
	Iteration 100F: 3 clusters Score -1.134428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87969 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11344281.000000 Penalty: 3701.779541
	Iteration 101Q: 3 clusters Score -1.134428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87971 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11344289.000000 Penalty: 3701.779541
	Iteration 102Q: 3 clusters Score -1.134429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87974 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -11344274.000000 Penalty: 3701.779541
	Iteration 103Q: 3 clusters Score -1.134427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11344276.000000 Penalty: 3701.779541
	Iteration 104Q: 3 clusters Score -1.134428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87979 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -11344276.000000 Penalty: 3701.779541
	Iteration 105Q: 3 clusters Score -1.134428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11344279.000000 Penalty: 3701.779541
	Iteration 106Q: 3 clusters Score -1.134428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11344279.000000 Penalty: 3701.779541
	Iteration 107F: 3 clusters Score -1.134428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Entering Unmasked Estep 
Score: -404168.156250 Penalty: 1338.933960
	Iteration 0F: 2 clusters Score -404168.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -401050.375000 Penalty: 2677.867920
	Iteration 0F: 3 clusters Score -401050.4 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -402170.968750 Penalty: 2677.867920
	Iteration 1F: 3 clusters Score -402171 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -402504.812500 Penalty: 2677.867920
	Iteration 2F: 3 clusters Score -402504.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -402762.875000 Penalty: 2677.867920
	Iteration 3F: 3 clusters Score -402762.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -402942.906250 Penalty: 2677.867920
	Iteration 4F: 3 clusters Score -402942.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -403087.156250 Penalty: 2677.867920
	Iteration 5Q: 3 clusters Score -403087.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -403177.718750 Penalty: 2677.867920
	Iteration 6Q: 3 clusters Score -403177.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -403246.781250 Penalty: 2677.867920
	Iteration 7Q: 3 clusters Score -403246.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -403298.687500 Penalty: 2677.867920
	Iteration 8Q: 3 clusters Score -403298.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -403334.062500 Penalty: 2677.867920
	Iteration 9Q: 3 clusters Score -403334.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -403363.031250 Penalty: 2677.867920
	Iteration 10Q: 3 clusters Score -403363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -403384.468750 Penalty: 2677.867920
	Iteration 11Q: 3 clusters Score -403384.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -403399.812500 Penalty: 2677.867920
	Iteration 12Q: 3 clusters Score -403399.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -403407.656250 Penalty: 2677.867920
	Iteration 13Q: 3 clusters Score -403407.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -403411.687500 Penalty: 2677.867920
	Iteration 14Q: 3 clusters Score -403411.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -403413.937500 Penalty: 2677.867920
	Iteration 15Q: 3 clusters Score -403413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -403415.250000 Penalty: 2677.867920
	Iteration 16Q: 3 clusters Score -403415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -403415.031250 Penalty: 2677.867920
	Iteration 17Q: 3 clusters Score -403415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -403415.656250 Penalty: 2677.867920
	Iteration 18Q: 3 clusters Score -403415.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -403415.687500 Penalty: 2677.867920
	Iteration 19Q: 3 clusters Score -403415.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -403416.156250 Penalty: 2677.867920
	Iteration 20F: 3 clusters Score -403416.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Entering Unmasked Estep 
Score: -3437222.250000 Penalty: 1655.756104
	Iteration 0F: 2 clusters Score -3437222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3419293.500000 Penalty: 3311.512207
	Iteration 0F: 3 clusters Score -3419294 nChanged 12118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -3425826.250000 Penalty: 3311.512207
	Iteration 1F: 3 clusters Score -3425826 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -3426189.750000 Penalty: 3311.512207
	Iteration 2Q: 3 clusters Score -3426190 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3426522.250000 Penalty: 3311.512207
	Iteration 3Q: 3 clusters Score -3426522 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3426951.000000 Penalty: 3311.512207
	Iteration 4Q: 3 clusters Score -3426951 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3427552.250000 Penalty: 3311.512207
	Iteration 5Q: 3 clusters Score -3427552 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3428273.000000 Penalty: 3311.512207
	Iteration 6Q: 3 clusters Score -3428273 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3429022.500000 Penalty: 3311.512207
	Iteration 7F: 3 clusters Score -3429022 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3429812.750000 Penalty: 3311.512207
	Iteration 8F: 3 clusters Score -3429813 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3430622.750000 Penalty: 3311.512207
	Iteration 9F: 3 clusters Score -3430623 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3431457.000000 Penalty: 3311.512207
	Iteration 10Q: 3 clusters Score -3431457 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3432193.000000 Penalty: 3311.512207
	Iteration 11Q: 3 clusters Score -3432193 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3432713.750000 Penalty: 3311.512207
	Iteration 12Q: 3 clusters Score -3432714 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -3433032.750000 Penalty: 3311.512207
	Iteration 13Q: 3 clusters Score -3433033 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3433267.750000 Penalty: 3311.512207
	Iteration 14Q: 3 clusters Score -3433268 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3433450.500000 Penalty: 3311.512207
	Iteration 15Q: 3 clusters Score -3433450 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -3433603.000000 Penalty: 3311.512207
	Iteration 16Q: 3 clusters Score -3433603 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3433776.750000 Penalty: 3311.512207
	Iteration 17Q: 3 clusters Score -3433777 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -3433990.750000 Penalty: 3311.512207
	Iteration 18Q: 3 clusters Score -3433991 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3434179.500000 Penalty: 3311.512207
	Iteration 19Q: 3 clusters Score -3434180 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3434408.750000 Penalty: 3311.512207
	Iteration 20F: 3 clusters Score -3434409 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3434623.500000 Penalty: 3311.512207
	Iteration 21Q: 3 clusters Score -3434624 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -3434808.750000 Penalty: 3311.512207
	Iteration 22Q: 3 clusters Score -3434809 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3434990.250000 Penalty: 3311.512207
	Iteration 23Q: 3 clusters Score -3434990 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3435129.750000 Penalty: 3311.512207
	Iteration 24Q: 3 clusters Score -3435130 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -3435278.000000 Penalty: 3311.512207
	Iteration 25Q: 3 clusters Score -3435278 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3435409.500000 Penalty: 3311.512207
	Iteration 26Q: 3 clusters Score -3435410 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3435555.500000 Penalty: 3311.512207
	Iteration 27Q: 3 clusters Score -3435556 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3435661.750000 Penalty: 3311.512207
	Iteration 28Q: 3 clusters Score -3435662 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3435766.250000 Penalty: 3311.512207
	Iteration 29Q: 3 clusters Score -3435766 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3435853.750000 Penalty: 3311.512207
	Iteration 30Q: 3 clusters Score -3435854 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3435923.750000 Penalty: 3311.512207
	Iteration 31Q: 3 clusters Score -3435924 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3436017.500000 Penalty: 3311.512207
	Iteration 32Q: 3 clusters Score -3436018 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3436090.500000 Penalty: 3311.512207
	Iteration 33Q: 3 clusters Score -3436090 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3436114.500000 Penalty: 3311.512207
	Iteration 34Q: 3 clusters Score -3436114 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3436167.750000 Penalty: 3311.512207
	Iteration 35Q: 3 clusters Score -3436168 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3436196.750000 Penalty: 3311.512207
	Iteration 36Q: 3 clusters Score -3436197 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3436224.000000 Penalty: 3311.512207
	Iteration 37Q: 3 clusters Score -3436224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3436238.000000 Penalty: 3311.512207
	Iteration 38Q: 3 clusters Score -3436238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3436245.250000 Penalty: 3311.512207
	Iteration 39Q: 3 clusters Score -3436245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3436257.750000 Penalty: 3311.512207
	Iteration 40F: 3 clusters Score -3436258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3436257.250000 Penalty: 3311.512207
	Iteration 41Q: 3 clusters Score -3436257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3436258.750000 Penalty: 3311.512207
	Iteration 42Q: 3 clusters Score -3436259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3436260.750000 Penalty: 3311.512207
	Iteration 43Q: 3 clusters Score -3436261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3436267.250000 Penalty: 3311.512207
	Iteration 44Q: 3 clusters Score -3436267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3436270.250000 Penalty: 3311.512207
	Iteration 45Q: 3 clusters Score -3436270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3436281.500000 Penalty: 3311.512207
	Iteration 46Q: 3 clusters Score -3436282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3436284.250000 Penalty: 3311.512207
	Iteration 47Q: 3 clusters Score -3436284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3436281.250000 Penalty: 3311.512207
	Iteration 48Q: 3 clusters Score -3436281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3436273.750000 Penalty: 3311.512207
	Iteration 49Q: 3 clusters Score -3436274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3436276.500000 Penalty: 3311.512207
	Iteration 50Q: 3 clusters Score -3436276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3436284.750000 Penalty: 3311.512207
	Iteration 51Q: 3 clusters Score -3436285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3436289.250000 Penalty: 3311.512207
	Iteration 52Q: 3 clusters Score -3436289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3436287.750000 Penalty: 3311.512207
	Iteration 53Q: 3 clusters Score -3436288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3436286.250000 Penalty: 3311.512207
	Iteration 54Q: 3 clusters Score -3436286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -3436291.000000 Penalty: 3311.512207
	Iteration 55Q: 3 clusters Score -3436291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3436292.750000 Penalty: 3311.512207
	Iteration 56Q: 3 clusters Score -3436293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3436296.250000 Penalty: 3311.512207
	Iteration 57Q: 3 clusters Score -3436296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3436300.750000 Penalty: 3311.512207
	Iteration 58Q: 3 clusters Score -3436301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3436302.750000 Penalty: 3311.512207
	Iteration 59Q: 3 clusters Score -3436303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3436302.250000 Penalty: 3311.512207
	Iteration 60F: 3 clusters Score -3436302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -319809.093750 Penalty: 1265.786377
	Iteration 0F: 2 clusters Score -319809.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -317425.187500 Penalty: 2531.572754
	Iteration 0F: 3 clusters Score -317425.2 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -317974.281250 Penalty: 2531.572754
	Iteration 1F: 3 clusters Score -317974.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -318074.781250 Penalty: 2531.572754
	Iteration 2F: 3 clusters Score -318074.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -318126.875000 Penalty: 2531.572754
	Iteration 3Q: 3 clusters Score -318126.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -318164.531250 Penalty: 2531.572754
	Iteration 4Q: 3 clusters Score -318164.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -318190.781250 Penalty: 2531.572754
	Iteration 5Q: 3 clusters Score -318190.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -318208.875000 Penalty: 2531.572754
	Iteration 6Q: 3 clusters Score -318208.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -318224.437500 Penalty: 2531.572754
	Iteration 7Q: 3 clusters Score -318224.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -318243.562500 Penalty: 2531.572754
	Iteration 8Q: 3 clusters Score -318243.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -318262.562500 Penalty: 2531.572754
	Iteration 9Q: 3 clusters Score -318262.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -318278.656250 Penalty: 2531.572754
	Iteration 10Q: 3 clusters Score -318278.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -318290.187500 Penalty: 2531.572754
	Iteration 11Q: 3 clusters Score -318290.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -318302.875000 Penalty: 2531.572754
	Iteration 12Q: 3 clusters Score -318302.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -318309.593750 Penalty: 2531.572754
	Iteration 13Q: 3 clusters Score -318309.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -318316.906250 Penalty: 2531.572754
	Iteration 14Q: 3 clusters Score -318316.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -318323.531250 Penalty: 2531.572754
	Iteration 15Q: 3 clusters Score -318323.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -318327.687500 Penalty: 2531.572754
	Iteration 16Q: 3 clusters Score -318327.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -318330.875000 Penalty: 2531.572754
	Iteration 17Q: 3 clusters Score -318330.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -318335.906250 Penalty: 2531.572754
	Iteration 18Q: 3 clusters Score -318335.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -318339.718750 Penalty: 2531.572754
	Iteration 19Q: 3 clusters Score -318339.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -318342.593750 Penalty: 2531.572754
	Iteration 20F: 3 clusters Score -318342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -318346.281250 Penalty: 2531.572754
	Iteration 21Q: 3 clusters Score -318346.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -318350.937500 Penalty: 2531.572754
	Iteration 22Q: 3 clusters Score -318350.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -318356.812500 Penalty: 2531.572754
	Iteration 23Q: 3 clusters Score -318356.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -318364.750000 Penalty: 2531.572754
	Iteration 24Q: 3 clusters Score -318364.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -318377.125000 Penalty: 2531.572754
	Iteration 25Q: 3 clusters Score -318377.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -318388.656250 Penalty: 2531.572754
	Iteration 26Q: 3 clusters Score -318388.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -318395.687500 Penalty: 2531.572754
	Iteration 27Q: 3 clusters Score -318395.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -318403.125000 Penalty: 2531.572754
	Iteration 28Q: 3 clusters Score -318403.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -318412.406250 Penalty: 2531.572754
	Iteration 29Q: 3 clusters Score -318412.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -318423.875000 Penalty: 2531.572754
	Iteration 30Q: 3 clusters Score -318423.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -318433.125000 Penalty: 2531.572754
	Iteration 31Q: 3 clusters Score -318433.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -318440.750000 Penalty: 2531.572754
	Iteration 32Q: 3 clusters Score -318440.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -318445.656250 Penalty: 2531.572754
	Iteration 33Q: 3 clusters Score -318445.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -318449.000000 Penalty: 2531.572754
	Iteration 34Q: 3 clusters Score -318449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -318453.906250 Penalty: 2531.572754
	Iteration 35Q: 3 clusters Score -318453.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -318459.375000 Penalty: 2531.572754
	Iteration 36Q: 3 clusters Score -318459.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -318464.593750 Penalty: 2531.572754
	Iteration 37Q: 3 clusters Score -318464.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -318468.531250 Penalty: 2531.572754
	Iteration 38Q: 3 clusters Score -318468.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -318472.156250 Penalty: 2531.572754
	Iteration 39Q: 3 clusters Score -318472.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -318474.468750 Penalty: 2531.572754
	Iteration 40F: 3 clusters Score -318474.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -318477.937500 Penalty: 2531.572754
	Iteration 41Q: 3 clusters Score -318477.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -318478.625000 Penalty: 2531.572754
	Iteration 42Q: 3 clusters Score -318478.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -318479.093750 Penalty: 2531.572754
	Iteration 43Q: 3 clusters Score -318479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -318479.875000 Penalty: 2531.572754
	Iteration 44Q: 3 clusters Score -318479.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -318480.218750 Penalty: 2531.572754
	Iteration 45Q: 3 clusters Score -318480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -318482.093750 Penalty: 2531.572754
	Iteration 46Q: 3 clusters Score -318482.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -318484.156250 Penalty: 2531.572754
	Iteration 47Q: 3 clusters Score -318484.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -318486.593750 Penalty: 2531.572754
	Iteration 48Q: 3 clusters Score -318486.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -318488.843750 Penalty: 2531.572754
	Iteration 49Q: 3 clusters Score -318488.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -318492.875000 Penalty: 2531.572754
	Iteration 50Q: 3 clusters Score -318492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -318493.843750 Penalty: 2531.572754
	Iteration 51Q: 3 clusters Score -318493.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -318495.343750 Penalty: 2531.572754
	Iteration 52Q: 3 clusters Score -318495.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -318497.625000 Penalty: 2531.572754
	Iteration 53Q: 3 clusters Score -318497.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -318498.687500 Penalty: 2531.572754
	Iteration 54Q: 3 clusters Score -318498.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -318500.187500 Penalty: 2531.572754
	Iteration 55Q: 3 clusters Score -318500.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -318501.500000 Penalty: 2531.572754
	Iteration 56Q: 3 clusters Score -318501.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -318503.062500 Penalty: 2531.572754
	Iteration 57Q: 3 clusters Score -318503.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -318504.437500 Penalty: 2531.572754
	Iteration 58Q: 3 clusters Score -318504.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -318509.656250 Penalty: 2531.572754
	Iteration 59Q: 3 clusters Score -318509.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -318517.375000 Penalty: 2531.572754
	Iteration 60F: 3 clusters Score -318517.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -318524.156250 Penalty: 2531.572754
	Iteration 61Q: 3 clusters Score -318524.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -318531.656250 Penalty: 2531.572754
	Iteration 62Q: 3 clusters Score -318531.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -318540.187500 Penalty: 2531.572754
	Iteration 63Q: 3 clusters Score -318540.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -318547.656250 Penalty: 2531.572754
	Iteration 64Q: 3 clusters Score -318547.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -318553.250000 Penalty: 2531.572754
	Iteration 65Q: 3 clusters Score -318553.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -318559.937500 Penalty: 2531.572754
	Iteration 66Q: 3 clusters Score -318559.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -318566.500000 Penalty: 2531.572754
	Iteration 67Q: 3 clusters Score -318566.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -318577.781250 Penalty: 2531.572754
	Iteration 68Q: 3 clusters Score -318577.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -318590.156250 Penalty: 2531.572754
	Iteration 69Q: 3 clusters Score -318590.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -318596.687500 Penalty: 2531.572754
	Iteration 70Q: 3 clusters Score -318596.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -318601.875000 Penalty: 2531.572754
	Iteration 71Q: 3 clusters Score -318601.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -318603.000000 Penalty: 2531.572754
	Iteration 72Q: 3 clusters Score -318603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -318605.531250 Penalty: 2531.572754
	Iteration 73Q: 3 clusters Score -318605.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -318606.687500 Penalty: 2531.572754
	Iteration 74Q: 3 clusters Score -318606.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -318608.937500 Penalty: 2531.572754
	Iteration 75Q: 3 clusters Score -318608.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -318612.531250 Penalty: 2531.572754
	Iteration 76Q: 3 clusters Score -318612.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -318620.312500 Penalty: 2531.572754
	Iteration 77Q: 3 clusters Score -318620.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -318631.312500 Penalty: 2531.572754
	Iteration 78Q: 3 clusters Score -318631.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -318640.843750 Penalty: 2531.572754
	Iteration 79Q: 3 clusters Score -318640.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -318645.687500 Penalty: 2531.572754
	Iteration 80F: 3 clusters Score -318645.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -318648.250000 Penalty: 2531.572754
	Iteration 81Q: 3 clusters Score -318648.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -318650.687500 Penalty: 2531.572754
	Iteration 82Q: 3 clusters Score -318650.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -318652.531250 Penalty: 2531.572754
	Iteration 83Q: 3 clusters Score -318652.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -318654.906250 Penalty: 2531.572754
	Iteration 84Q: 3 clusters Score -318654.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -318656.781250 Penalty: 2531.572754
	Iteration 85Q: 3 clusters Score -318656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -318658.343750 Penalty: 2531.572754
	Iteration 86Q: 3 clusters Score -318658.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -318658.343750 Penalty: 2531.572754
	Iteration 87F: 3 clusters Score -318658.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Entering Unmasked Estep 
Score: -1958316.875000 Penalty: 1565.881836
	Iteration 0F: 2 clusters Score -1958317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1947777.875000 Penalty: 3131.763672
	Iteration 0F: 3 clusters Score -1947778 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1951524.500000 Penalty: 3131.763672
	Iteration 1F: 3 clusters Score -1951524 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1951963.125000 Penalty: 3131.763672
	Iteration 2F: 3 clusters Score -1951963 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1952435.375000 Penalty: 3131.763672
	Iteration 3F: 3 clusters Score -1952435 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1952968.250000 Penalty: 3131.763672
	Iteration 4F: 3 clusters Score -1952968 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1953606.750000 Penalty: 3131.763672
	Iteration 5F: 3 clusters Score -1953607 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1954309.000000 Penalty: 3131.763672
	Iteration 6F: 3 clusters Score -1954309 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1955061.875000 Penalty: 3131.763672
	Iteration 7F: 3 clusters Score -1955062 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1955703.000000 Penalty: 3131.763672
	Iteration 8Q: 3 clusters Score -1955703 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1956195.500000 Penalty: 3131.763672
	Iteration 9Q: 3 clusters Score -1956196 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1956520.250000 Penalty: 3131.763672
	Iteration 10Q: 3 clusters Score -1956520 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1956704.875000 Penalty: 3131.763672
	Iteration 11Q: 3 clusters Score -1956705 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1956789.875000 Penalty: 3131.763672
	Iteration 12Q: 3 clusters Score -1956790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1956825.750000 Penalty: 3131.763672
	Iteration 13Q: 3 clusters Score -1956826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1956853.625000 Penalty: 3131.763672
	Iteration 14Q: 3 clusters Score -1956854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1956876.000000 Penalty: 3131.763672
	Iteration 15Q: 3 clusters Score -1956876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1956887.875000 Penalty: 3131.763672
	Iteration 16Q: 3 clusters Score -1956888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1956891.375000 Penalty: 3131.763672
	Iteration 17Q: 3 clusters Score -1956891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1956905.000000 Penalty: 3131.763672
	Iteration 18Q: 3 clusters Score -1956905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1956908.500000 Penalty: 3131.763672
	Iteration 19Q: 3 clusters Score -1956908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1956910.125000 Penalty: 3131.763672
	Iteration 20F: 3 clusters Score -1956910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1956910.875000 Penalty: 3131.763672
	Iteration 21Q: 3 clusters Score -1956911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1956913.625000 Penalty: 3131.763672
	Iteration 22Q: 3 clusters Score -1956914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1956916.250000 Penalty: 3131.763672
	Iteration 23Q: 3 clusters Score -1956916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1956922.500000 Penalty: 3131.763672
	Iteration 24Q: 3 clusters Score -1956922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1956927.125000 Penalty: 3131.763672
	Iteration 25Q: 3 clusters Score -1956927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1956935.000000 Penalty: 3131.763672
	Iteration 26Q: 3 clusters Score -1956935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1956944.125000 Penalty: 3131.763672
	Iteration 27Q: 3 clusters Score -1956944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1956957.500000 Penalty: 3131.763672
	Iteration 28Q: 3 clusters Score -1956958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1956968.750000 Penalty: 3131.763672
	Iteration 29Q: 3 clusters Score -1956969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1956983.250000 Penalty: 3131.763672
	Iteration 30Q: 3 clusters Score -1956983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1956985.125000 Penalty: 3131.763672
	Iteration 31Q: 3 clusters Score -1956985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1956987.500000 Penalty: 3131.763672
	Iteration 32Q: 3 clusters Score -1956988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1956991.875000 Penalty: 3131.763672
	Iteration 33Q: 3 clusters Score -1956992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1956992.000000 Penalty: 3131.763672
	Iteration 34Q: 3 clusters Score -1956992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1956992.000000 Penalty: 3131.763672
	Iteration 35F: 3 clusters Score -1956992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Entering Unmasked Estep 
Score: -847824.062500 Penalty: 1432.883179
	Iteration 0F: 2 clusters Score -847824.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -842690.937500 Penalty: 2865.766357
	Iteration 0F: 3 clusters Score -842690.9 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -844227.562500 Penalty: 2865.766357
	Iteration 1F: 3 clusters Score -844227.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -844484.250000 Penalty: 2865.766357
	Iteration 2F: 3 clusters Score -844484.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -844673.687500 Penalty: 2865.766357
	Iteration 3F: 3 clusters Score -844673.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -844869.375000 Penalty: 2865.766357
	Iteration 4Q: 3 clusters Score -844869.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -845102.187500 Penalty: 2865.766357
	Iteration 5F: 3 clusters Score -845102.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -845390.312500 Penalty: 2865.766357
	Iteration 6F: 3 clusters Score -845390.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -845682.437500 Penalty: 2865.766357
	Iteration 7F: 3 clusters Score -845682.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -845959.625000 Penalty: 2865.766357
	Iteration 8F: 3 clusters Score -845959.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -846175.500000 Penalty: 2865.766357
	Iteration 9Q: 3 clusters Score -846175.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -846339.437500 Penalty: 2865.766357
	Iteration 10Q: 3 clusters Score -846339.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -846433.062500 Penalty: 2865.766357
	Iteration 11Q: 3 clusters Score -846433.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -846494.250000 Penalty: 2865.766357
	Iteration 12Q: 3 clusters Score -846494.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -846554.312500 Penalty: 2865.766357
	Iteration 13Q: 3 clusters Score -846554.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -846600.687500 Penalty: 2865.766357
	Iteration 14Q: 3 clusters Score -846600.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -846641.312500 Penalty: 2865.766357
	Iteration 15Q: 3 clusters Score -846641.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -846667.125000 Penalty: 2865.766357
	Iteration 16Q: 3 clusters Score -846667.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -846691.625000 Penalty: 2865.766357
	Iteration 17Q: 3 clusters Score -846691.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -846711.062500 Penalty: 2865.766357
	Iteration 18Q: 3 clusters Score -846711.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -846726.812500 Penalty: 2865.766357
	Iteration 19Q: 3 clusters Score -846726.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -846751.125000 Penalty: 2865.766357
	Iteration 20F: 3 clusters Score -846751.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -846769.875000 Penalty: 2865.766357
	Iteration 21Q: 3 clusters Score -846769.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -846786.187500 Penalty: 2865.766357
	Iteration 22Q: 3 clusters Score -846786.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -846803.062500 Penalty: 2865.766357
	Iteration 23Q: 3 clusters Score -846803.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -846815.312500 Penalty: 2865.766357
	Iteration 24Q: 3 clusters Score -846815.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -846826.562500 Penalty: 2865.766357
	Iteration 25Q: 3 clusters Score -846826.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -846839.875000 Penalty: 2865.766357
	Iteration 26Q: 3 clusters Score -846839.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -846848.125000 Penalty: 2865.766357
	Iteration 27Q: 3 clusters Score -846848.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -846859.500000 Penalty: 2865.766357
	Iteration 28Q: 3 clusters Score -846859.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -846866.375000 Penalty: 2865.766357
	Iteration 29Q: 3 clusters Score -846866.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -846872.000000 Penalty: 2865.766357
	Iteration 30Q: 3 clusters Score -846872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -846874.437500 Penalty: 2865.766357
	Iteration 31Q: 3 clusters Score -846874.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -846878.812500 Penalty: 2865.766357
	Iteration 32Q: 3 clusters Score -846878.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -846882.000000 Penalty: 2865.766357
	Iteration 33Q: 3 clusters Score -846882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -846890.187500 Penalty: 2865.766357
	Iteration 34Q: 3 clusters Score -846890.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -846897.937500 Penalty: 2865.766357
	Iteration 35Q: 3 clusters Score -846897.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -846903.312500 Penalty: 2865.766357
	Iteration 36Q: 3 clusters Score -846903.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -846907.875000 Penalty: 2865.766357
	Iteration 37Q: 3 clusters Score -846907.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -846912.750000 Penalty: 2865.766357
	Iteration 38Q: 3 clusters Score -846912.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -846924.250000 Penalty: 2865.766357
	Iteration 39Q: 3 clusters Score -846924.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -846935.500000 Penalty: 2865.766357
	Iteration 40F: 3 clusters Score -846935.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -846940.437500 Penalty: 2865.766357
	Iteration 41Q: 3 clusters Score -846940.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -846946.125000 Penalty: 2865.766357
	Iteration 42Q: 3 clusters Score -846946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -846950.625000 Penalty: 2865.766357
	Iteration 43Q: 3 clusters Score -846950.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -846952.687500 Penalty: 2865.766357
	Iteration 44Q: 3 clusters Score -846952.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -846952.687500 Penalty: 2865.766357
	Iteration 45F: 3 clusters Score -846952.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Entering Unmasked Estep 
Score: -2036482.500000 Penalty: 1583.184326
	Iteration 0F: 2 clusters Score -2036482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2024830.125000 Penalty: 3166.368652
	Iteration 0F: 3 clusters Score -2024830 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2029089.000000 Penalty: 3166.368652
	Iteration 1F: 3 clusters Score -2029089 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2029415.625000 Penalty: 3166.368652
	Iteration 2F: 3 clusters Score -2029416 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2029705.125000 Penalty: 3166.368652
	Iteration 3Q: 3 clusters Score -2029705 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2029962.125000 Penalty: 3166.368652
	Iteration 4Q: 3 clusters Score -2029962 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2030223.250000 Penalty: 3166.368652
	Iteration 5Q: 3 clusters Score -2030223 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2030498.625000 Penalty: 3166.368652
	Iteration 6Q: 3 clusters Score -2030499 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2030829.375000 Penalty: 3166.368652
	Iteration 7Q: 3 clusters Score -2030829 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2031184.250000 Penalty: 3166.368652
	Iteration 8Q: 3 clusters Score -2031184 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2031554.500000 Penalty: 3166.368652
	Iteration 9Q: 3 clusters Score -2031554 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2031940.000000 Penalty: 3166.368652
	Iteration 10Q: 3 clusters Score -2031940 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2032273.375000 Penalty: 3166.368652
	Iteration 11Q: 3 clusters Score -2032273 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2032541.250000 Penalty: 3166.368652
	Iteration 12Q: 3 clusters Score -2032541 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2032724.000000 Penalty: 3166.368652
	Iteration 13Q: 3 clusters Score -2032724 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2032833.125000 Penalty: 3166.368652
	Iteration 14Q: 3 clusters Score -2032833 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2032903.375000 Penalty: 3166.368652
	Iteration 15Q: 3 clusters Score -2032903 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2032985.125000 Penalty: 3166.368652
	Iteration 16Q: 3 clusters Score -2032985 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2033039.500000 Penalty: 3166.368652
	Iteration 17Q: 3 clusters Score -2033040 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2033095.625000 Penalty: 3166.368652
	Iteration 18Q: 3 clusters Score -2033096 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2033124.875000 Penalty: 3166.368652
	Iteration 19Q: 3 clusters Score -2033125 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2033143.250000 Penalty: 3166.368652
	Iteration 20F: 3 clusters Score -2033143 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2033162.750000 Penalty: 3166.368652
	Iteration 21Q: 3 clusters Score -2033163 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2033175.750000 Penalty: 3166.368652
	Iteration 22Q: 3 clusters Score -2033176 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2033194.000000 Penalty: 3166.368652
	Iteration 23Q: 3 clusters Score -2033194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2033202.250000 Penalty: 3166.368652
	Iteration 24Q: 3 clusters Score -2033202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2033218.375000 Penalty: 3166.368652
	Iteration 25Q: 3 clusters Score -2033218 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2033228.500000 Penalty: 3166.368652
	Iteration 26Q: 3 clusters Score -2033228 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2033236.875000 Penalty: 3166.368652
	Iteration 27Q: 3 clusters Score -2033237 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2033252.750000 Penalty: 3166.368652
	Iteration 28Q: 3 clusters Score -2033253 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2033270.125000 Penalty: 3166.368652
	Iteration 29Q: 3 clusters Score -2033270 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2033293.125000 Penalty: 3166.368652
	Iteration 30Q: 3 clusters Score -2033293 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2033306.500000 Penalty: 3166.368652
	Iteration 31Q: 3 clusters Score -2033306 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2033326.875000 Penalty: 3166.368652
	Iteration 32Q: 3 clusters Score -2033327 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2033329.250000 Penalty: 3166.368652
	Iteration 33Q: 3 clusters Score -2033329 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2033340.875000 Penalty: 3166.368652
	Iteration 34Q: 3 clusters Score -2033341 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2033351.625000 Penalty: 3166.368652
	Iteration 35Q: 3 clusters Score -2033352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2033359.375000 Penalty: 3166.368652
	Iteration 36Q: 3 clusters Score -2033359 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2033367.000000 Penalty: 3166.368652
	Iteration 37Q: 3 clusters Score -2033367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2033369.250000 Penalty: 3166.368652
	Iteration 38Q: 3 clusters Score -2033369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2033374.250000 Penalty: 3166.368652
	Iteration 39Q: 3 clusters Score -2033374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2033379.750000 Penalty: 3166.368652
	Iteration 40F: 3 clusters Score -2033380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2033387.375000 Penalty: 3166.368652
	Iteration 41Q: 3 clusters Score -2033387 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2033393.250000 Penalty: 3166.368652
	Iteration 42Q: 3 clusters Score -2033393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2033406.250000 Penalty: 3166.368652
	Iteration 43Q: 3 clusters Score -2033406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2033407.625000 Penalty: 3166.368652
	Iteration 44Q: 3 clusters Score -2033408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2033414.875000 Penalty: 3166.368652
	Iteration 45Q: 3 clusters Score -2033415 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2033425.750000 Penalty: 3166.368652
	Iteration 46Q: 3 clusters Score -2033426 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2033438 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2033464 nChanged 112
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Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2033488 nChanged 137
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Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 7025 members 
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	Iteration 50Q: 3 clusters Score -2033516 nChanged 139
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Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2033554 nChanged 140
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Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 6772 members 
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	Iteration 52Q: 3 clusters Score -2033588 nChanged 145
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Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 6639 members 
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	Iteration 53Q: 3 clusters Score -2033616 nChanged 132
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Mstep: Class 2 contains 6521 members 
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	Iteration 54Q: 3 clusters Score -2033637 nChanged 106
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Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 6421 members 
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	Iteration 55Q: 3 clusters Score -2033668 nChanged 118
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Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 6315 members 
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Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 6087 members 
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	Iteration 58Q: 3 clusters Score -2033735 nChanged 138
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Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 5967 members 
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	Iteration 59Q: 3 clusters Score -2033772 nChanged 152
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Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2033812 nChanged 158
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Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 5675 members 
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	Iteration 61Q: 3 clusters Score -2033855 nChanged 165
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Mstep: Class 1 contains 11511 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2033899 nChanged 165
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Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2033943 nChanged 165
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Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2033981 nChanged 162
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Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2034035 nChanged 177
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Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2034083 nChanged 178
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Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2034132 nChanged 169
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Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2034172 nChanged 157
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Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2034218 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2034267 nChanged 174
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Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2034316 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2034359 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2034394 nChanged 103
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Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2034419 nChanged 99
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Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2034442 nChanged 102
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Mstep: Class 1 contains 13544 members 
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	Iteration 76Q: 3 clusters Score -2034469 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2034490 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2034515 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2034539 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2034560 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14019 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2034596 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 2908 members 
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	Iteration 82Q: 3 clusters Score -2034620 nChanged 84
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Mstep: Class 1 contains 14205 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2034647 nChanged 78
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Mstep: Class 1 contains 14281 members 
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	Iteration 84Q: 3 clusters Score -2034664 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 2677 members 
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	Iteration 85Q: 3 clusters Score -2034674 nChanged 72
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Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 2611 members 
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	Iteration 86Q: 3 clusters Score -2034698 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2034724 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2034748 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2034781.250000 Penalty: 3166.368652
	Iteration 89Q: 3 clusters Score -2034781 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2034798.875000 Penalty: 3166.368652
	Iteration 90Q: 3 clusters Score -2034799 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2034820.000000 Penalty: 3166.368652
	Iteration 91Q: 3 clusters Score -2034820 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2034851.375000 Penalty: 3166.368652
	Iteration 92Q: 3 clusters Score -2034851 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2034875.875000 Penalty: 3166.368652
	Iteration 93Q: 3 clusters Score -2034876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2034903.000000 Penalty: 3166.368652
	Iteration 94Q: 3 clusters Score -2034903 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2034932 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2034952 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2034972 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2034996 nChanged 59
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Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2035017.875000 Penalty: 3166.368652
	Iteration 99Q: 3 clusters Score -2035018 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2035042.625000 Penalty: 3166.368652
	Iteration 100F: 3 clusters Score -2035043 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2035055.250000 Penalty: 3166.368652
	Iteration 101Q: 3 clusters Score -2035055 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2035073 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2035085.000000 Penalty: 3166.368652
	Iteration 103Q: 3 clusters Score -2035085 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2035105.750000 Penalty: 3166.368652
	Iteration 104Q: 3 clusters Score -2035106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2035104.625000 Penalty: 3166.368652
	Iteration 105Q: 3 clusters Score -2035105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2035115.375000 Penalty: 3166.368652
	Iteration 106Q: 3 clusters Score -2035115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2035121.750000 Penalty: 3166.368652
	Iteration 107Q: 3 clusters Score -2035122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2035138.875000 Penalty: 3166.368652
	Iteration 108Q: 3 clusters Score -2035139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2035145.000000 Penalty: 3166.368652
	Iteration 109Q: 3 clusters Score -2035145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2035157.625000 Penalty: 3166.368652
	Iteration 110Q: 3 clusters Score -2035158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2035164.500000 Penalty: 3166.368652
	Iteration 111Q: 3 clusters Score -2035164 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2035170.375000 Penalty: 3166.368652
	Iteration 112Q: 3 clusters Score -2035170 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2035175 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2035188.875000 Penalty: 3166.368652
	Iteration 114Q: 3 clusters Score -2035189 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2035202.750000 Penalty: 3166.368652
	Iteration 115Q: 3 clusters Score -2035203 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2035205.125000 Penalty: 3166.368652
	Iteration 116Q: 3 clusters Score -2035205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2035202.250000 Penalty: 3166.368652
	Iteration 117Q: 3 clusters Score -2035202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2035205.500000 Penalty: 3166.368652
	Iteration 118Q: 3 clusters Score -2035206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2035206.375000 Penalty: 3166.368652
	Iteration 119Q: 3 clusters Score -2035206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2035212.000000 Penalty: 3166.368652
	Iteration 120F: 3 clusters Score -2035212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2035217.875000 Penalty: 3166.368652
	Iteration 121Q: 3 clusters Score -2035218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2035216.875000 Penalty: 3166.368652
	Iteration 122Q: 3 clusters Score -2035217 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2035219.750000 Penalty: 3166.368652
	Iteration 123Q: 3 clusters Score -2035220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2035228.250000 Penalty: 3166.368652
	Iteration 124Q: 3 clusters Score -2035228 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2035228 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2035232.750000 Penalty: 3166.368652
	Iteration 126Q: 3 clusters Score -2035233 nChanged 3
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Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2035234.500000 Penalty: 3166.368652
	Iteration 127Q: 3 clusters Score -2035234 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2035234 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2035233.875000 Penalty: 3166.368652
	Iteration 129Q: 3 clusters Score -2035234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2035235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2035235 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2035235 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2035236.625000 Penalty: 3166.368652
	Iteration 133Q: 3 clusters Score -2035237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2035241.250000 Penalty: 3166.368652
	Iteration 134Q: 3 clusters Score -2035241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2035239.000000 Penalty: 3166.368652
	Iteration 135Q: 3 clusters Score -2035239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2035240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2035239 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2035238.750000 Penalty: 3166.368652
	Iteration 138F: 3 clusters Score -2035239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9398 members 
Entering Unmasked Estep 
Score: -1087821.500000 Penalty: 1486.591064
	Iteration 0F: 2 clusters Score -1087822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4628 members 
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Entering Unmasked Estep 
Score: -1081090.500000 Penalty: 2973.182129
	Iteration 0F: 3 clusters Score -1081090 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1083452.000000 Penalty: 2973.182129
	Iteration 1F: 3 clusters Score -1083452 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1083830.125000 Penalty: 2973.182129
	Iteration 2F: 3 clusters Score -1083830 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1084140.375000 Penalty: 2973.182129
	Iteration 3F: 3 clusters Score -1084140 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1084422.000000 Penalty: 2973.182129
	Iteration 4F: 3 clusters Score -1084422 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1084684.750000 Penalty: 2973.182129
	Iteration 5F: 3 clusters Score -1084685 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1084922.250000 Penalty: 2973.182129
	Iteration 6Q: 3 clusters Score -1084922 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1085131.000000 Penalty: 2973.182129
	Iteration 7Q: 3 clusters Score -1085131 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1085294.625000 Penalty: 2973.182129
	Iteration 8Q: 3 clusters Score -1085295 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1085433.125000 Penalty: 2973.182129
	Iteration 9Q: 3 clusters Score -1085433 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1085561.125000 Penalty: 2973.182129
	Iteration 10Q: 3 clusters Score -1085561 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1085667.500000 Penalty: 2973.182129
	Iteration 11Q: 3 clusters Score -1085668 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1085752.500000 Penalty: 2973.182129
	Iteration 12Q: 3 clusters Score -1085752 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1085813.625000 Penalty: 2973.182129
	Iteration 13Q: 3 clusters Score -1085814 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1085856.125000 Penalty: 2973.182129
	Iteration 14Q: 3 clusters Score -1085856 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1085882.875000 Penalty: 2973.182129
	Iteration 15Q: 3 clusters Score -1085883 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1085900.750000 Penalty: 2973.182129
	Iteration 16Q: 3 clusters Score -1085901 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1085914.750000 Penalty: 2973.182129
	Iteration 17Q: 3 clusters Score -1085915 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1085924.625000 Penalty: 2973.182129
	Iteration 18Q: 3 clusters Score -1085925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1085938.250000 Penalty: 2973.182129
	Iteration 19Q: 3 clusters Score -1085938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1085948.375000 Penalty: 2973.182129
	Iteration 20F: 3 clusters Score -1085948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1085956.000000 Penalty: 2973.182129
	Iteration 21Q: 3 clusters Score -1085956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1085967.500000 Penalty: 2973.182129
	Iteration 22Q: 3 clusters Score -1085968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1085978.875000 Penalty: 2973.182129
	Iteration 23Q: 3 clusters Score -1085979 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1085989.000000 Penalty: 2973.182129
	Iteration 24Q: 3 clusters Score -1085989 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1085999.000000 Penalty: 2973.182129
	Iteration 25Q: 3 clusters Score -1085999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1086009.875000 Penalty: 2973.182129
	Iteration 26Q: 3 clusters Score -1086010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1086021.000000 Penalty: 2973.182129
	Iteration 27Q: 3 clusters Score -1086021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1086036.625000 Penalty: 2973.182129
	Iteration 28Q: 3 clusters Score -1086037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1086049.500000 Penalty: 2973.182129
	Iteration 29Q: 3 clusters Score -1086050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1086059.250000 Penalty: 2973.182129
	Iteration 30Q: 3 clusters Score -1086059 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1086076.125000 Penalty: 2973.182129
	Iteration 31Q: 3 clusters Score -1086076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1086091.875000 Penalty: 2973.182129
	Iteration 32Q: 3 clusters Score -1086092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1086107.250000 Penalty: 2973.182129
	Iteration 33Q: 3 clusters Score -1086107 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1086119.000000 Penalty: 2973.182129
	Iteration 34Q: 3 clusters Score -1086119 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1086136.375000 Penalty: 2973.182129
	Iteration 35Q: 3 clusters Score -1086136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1086155.625000 Penalty: 2973.182129
	Iteration 36Q: 3 clusters Score -1086156 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1086188.875000 Penalty: 2973.182129
	Iteration 37Q: 3 clusters Score -1086189 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1086237.375000 Penalty: 2973.182129
	Iteration 38Q: 3 clusters Score -1086237 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1086304.375000 Penalty: 2973.182129
	Iteration 39Q: 3 clusters Score -1086304 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1086395.250000 Penalty: 2973.182129
	Iteration 40F: 3 clusters Score -1086395 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1086519.875000 Penalty: 2973.182129
	Iteration 41Q: 3 clusters Score -1086520 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1086660.375000 Penalty: 2973.182129
	Iteration 42Q: 3 clusters Score -1086660 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1086789.125000 Penalty: 2973.182129
	Iteration 43Q: 3 clusters Score -1086789 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1086905.625000 Penalty: 2973.182129
	Iteration 44Q: 3 clusters Score -1086906 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1087004.125000 Penalty: 2973.182129
	Iteration 45Q: 3 clusters Score -1087004 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1087079.000000 Penalty: 2973.182129
	Iteration 46Q: 3 clusters Score -1087079 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1087131.500000 Penalty: 2973.182129
	Iteration 47Q: 3 clusters Score -1087132 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1087172.875000 Penalty: 2973.182129
	Iteration 48Q: 3 clusters Score -1087173 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1087223.500000 Penalty: 2973.182129
	Iteration 49Q: 3 clusters Score -1087224 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1087279.250000 Penalty: 2973.182129
	Iteration 50Q: 3 clusters Score -1087279 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1087333.250000 Penalty: 2973.182129
	Iteration 51Q: 3 clusters Score -1087333 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1087390.375000 Penalty: 2973.182129
	Iteration 52Q: 3 clusters Score -1087390 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1087428.750000 Penalty: 2973.182129
	Iteration 53Q: 3 clusters Score -1087429 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1087458.375000 Penalty: 2973.182129
	Iteration 54Q: 3 clusters Score -1087458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1087481.500000 Penalty: 2973.182129
	Iteration 55Q: 3 clusters Score -1087482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1087497.625000 Penalty: 2973.182129
	Iteration 56Q: 3 clusters Score -1087498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1087515.875000 Penalty: 2973.182129
	Iteration 57Q: 3 clusters Score -1087516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1087528.250000 Penalty: 2973.182129
	Iteration 58Q: 3 clusters Score -1087528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1087533.750000 Penalty: 2973.182129
	Iteration 59Q: 3 clusters Score -1087534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1087541.500000 Penalty: 2973.182129
	Iteration 60F: 3 clusters Score -1087542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1087541.125000 Penalty: 2973.182129
	Iteration 61Q: 3 clusters Score -1087541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1087540.250000 Penalty: 2973.182129
	Iteration 62Q: 3 clusters Score -1087540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1087543.125000 Penalty: 2973.182129
	Iteration 63Q: 3 clusters Score -1087543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1087545.375000 Penalty: 2973.182129
	Iteration 64Q: 3 clusters Score -1087545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1087546.000000 Penalty: 2973.182129
	Iteration 65Q: 3 clusters Score -1087546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1087549.375000 Penalty: 2973.182129
	Iteration 66Q: 3 clusters Score -1087549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1087549.500000 Penalty: 2973.182129
	Iteration 67Q: 3 clusters Score -1087550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1087551.750000 Penalty: 2973.182129
	Iteration 68Q: 3 clusters Score -1087552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1087551.000000 Penalty: 2973.182129
	Iteration 69Q: 3 clusters Score -1087551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1087551.250000 Penalty: 2973.182129
	Iteration 70Q: 3 clusters Score -1087551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1087553.750000 Penalty: 2973.182129
	Iteration 71Q: 3 clusters Score -1087554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1087553.125000 Penalty: 2973.182129
	Iteration 72Q: 3 clusters Score -1087553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1087553.125000 Penalty: 2973.182129
	Iteration 73F: 3 clusters Score -1087553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -674386.187500 Penalty: 1394.124634
	Iteration 0F: 2 clusters Score -674386.2 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 2646 members 
Entering Unmasked Estep 
Score: -670211.312500 Penalty: 2788.249268
	Iteration 0F: 3 clusters Score -670211.3 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -671440.375000 Penalty: 2788.249268
	Iteration 1F: 3 clusters Score -671440.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -671607.687500 Penalty: 2788.249268
	Iteration 2F: 3 clusters Score -671607.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -671723.937500 Penalty: 2788.249268
	Iteration 3Q: 3 clusters Score -671723.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -671812.875000 Penalty: 2788.249268
	Iteration 4Q: 3 clusters Score -671812.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -671885.187500 Penalty: 2788.249268
	Iteration 5Q: 3 clusters Score -671885.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -671959.250000 Penalty: 2788.249268
	Iteration 6Q: 3 clusters Score -671959.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -672080.875000 Penalty: 2788.249268
	Iteration 7Q: 3 clusters Score -672080.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -672261.875000 Penalty: 2788.249268
	Iteration 8Q: 3 clusters Score -672261.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -672483.062500 Penalty: 2788.249268
	Iteration 9Q: 3 clusters Score -672483.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -672744.687500 Penalty: 2788.249268
	Iteration 10F: 3 clusters Score -672744.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -672954.875000 Penalty: 2788.249268
	Iteration 11F: 3 clusters Score -672954.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -673105.437500 Penalty: 2788.249268
	Iteration 12Q: 3 clusters Score -673105.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -673223.375000 Penalty: 2788.249268
	Iteration 13Q: 3 clusters Score -673223.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -673316.812500 Penalty: 2788.249268
	Iteration 14Q: 3 clusters Score -673316.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -673387.750000 Penalty: 2788.249268
	Iteration 15Q: 3 clusters Score -673387.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -673433.250000 Penalty: 2788.249268
	Iteration 16Q: 3 clusters Score -673433.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -673475.687500 Penalty: 2788.249268
	Iteration 17Q: 3 clusters Score -673475.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -673503.000000 Penalty: 2788.249268
	Iteration 18Q: 3 clusters Score -673503 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -673521.750000 Penalty: 2788.249268
	Iteration 19Q: 3 clusters Score -673521.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -673537.812500 Penalty: 2788.249268
	Iteration 20F: 3 clusters Score -673537.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -673548.500000 Penalty: 2788.249268
	Iteration 21Q: 3 clusters Score -673548.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -673558.625000 Penalty: 2788.249268
	Iteration 22Q: 3 clusters Score -673558.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -673565.750000 Penalty: 2788.249268
	Iteration 23Q: 3 clusters Score -673565.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -673571.562500 Penalty: 2788.249268
	Iteration 24Q: 3 clusters Score -673571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -673573.562500 Penalty: 2788.249268
	Iteration 25Q: 3 clusters Score -673573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -673576.187500 Penalty: 2788.249268
	Iteration 26Q: 3 clusters Score -673576.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -673582.500000 Penalty: 2788.249268
	Iteration 27Q: 3 clusters Score -673582.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -673586.125000 Penalty: 2788.249268
	Iteration 28Q: 3 clusters Score -673586.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -673592.937500 Penalty: 2788.249268
	Iteration 29Q: 3 clusters Score -673592.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -673597.250000 Penalty: 2788.249268
	Iteration 30Q: 3 clusters Score -673597.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -673605.750000 Penalty: 2788.249268
	Iteration 31Q: 3 clusters Score -673605.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -673616.187500 Penalty: 2788.249268
	Iteration 32Q: 3 clusters Score -673616.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -673627.625000 Penalty: 2788.249268
	Iteration 33Q: 3 clusters Score -673627.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -673634.750000 Penalty: 2788.249268
	Iteration 34Q: 3 clusters Score -673634.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -673639.500000 Penalty: 2788.249268
	Iteration 35Q: 3 clusters Score -673639.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -673639.687500 Penalty: 2788.249268
	Iteration 36Q: 3 clusters Score -673639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -673639.875000 Penalty: 2788.249268
	Iteration 37Q: 3 clusters Score -673639.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -673641.437500 Penalty: 2788.249268
	Iteration 38Q: 3 clusters Score -673641.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -673645.000000 Penalty: 2788.249268
	Iteration 39Q: 3 clusters Score -673645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -673646.312500 Penalty: 2788.249268
	Iteration 40F: 3 clusters Score -673646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -673647.125000 Penalty: 2788.249268
	Iteration 41Q: 3 clusters Score -673647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -673649.437500 Penalty: 2788.249268
	Iteration 42Q: 3 clusters Score -673649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -673651.875000 Penalty: 2788.249268
	Iteration 43Q: 3 clusters Score -673651.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -673651.375000 Penalty: 2788.249268
	Iteration 44Q: 3 clusters Score -673651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -673651.375000 Penalty: 2788.249268
	Iteration 45F: 3 clusters Score -673651.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Entering Unmasked Estep 
Score: -3497680.250000 Penalty: 1661.719971
	Iteration 0F: 2 clusters Score -3497680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3478901.250000 Penalty: 3323.439941
	Iteration 0F: 3 clusters Score -3478901 nChanged 12782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3486130.250000 Penalty: 3323.439941
	Iteration 1F: 3 clusters Score -3486130 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -3486776.500000 Penalty: 3323.439941
	Iteration 2F: 3 clusters Score -3486776 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3487643.250000 Penalty: 3323.439941
	Iteration 3F: 3 clusters Score -3487643 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3488854.250000 Penalty: 3323.439941
	Iteration 4F: 3 clusters Score -3488854 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3490566.000000 Penalty: 3323.439941
	Iteration 5F: 3 clusters Score -3490566 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3492481.750000 Penalty: 3323.439941
	Iteration 6F: 3 clusters Score -3492482 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3494158.250000 Penalty: 3323.439941
	Iteration 7F: 3 clusters Score -3494158 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3495318.000000 Penalty: 3323.439941
	Iteration 8Q: 3 clusters Score -3495318 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3495867.000000 Penalty: 3323.439941
	Iteration 9Q: 3 clusters Score -3495867 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3496063.750000 Penalty: 3323.439941
	Iteration 10Q: 3 clusters Score -3496064 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3496125.000000 Penalty: 3323.439941
	Iteration 11Q: 3 clusters Score -3496125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3496161.000000 Penalty: 3323.439941
	Iteration 12Q: 3 clusters Score -3496161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3496193.500000 Penalty: 3323.439941
	Iteration 13Q: 3 clusters Score -3496194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3496210.750000 Penalty: 3323.439941
	Iteration 14Q: 3 clusters Score -3496211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3496214.250000 Penalty: 3323.439941
	Iteration 15Q: 3 clusters Score -3496214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3496227.000000 Penalty: 3323.439941
	Iteration 16Q: 3 clusters Score -3496227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3496235.250000 Penalty: 3323.439941
	Iteration 17Q: 3 clusters Score -3496235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3496236.500000 Penalty: 3323.439941
	Iteration 18Q: 3 clusters Score -3496236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3496238.250000 Penalty: 3323.439941
	Iteration 19Q: 3 clusters Score -3496238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3496240.000000 Penalty: 3323.439941
	Iteration 20F: 3 clusters Score -3496240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3496244.250000 Penalty: 3323.439941
	Iteration 21Q: 3 clusters Score -3496244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3496243.250000 Penalty: 3323.439941
	Iteration 22Q: 3 clusters Score -3496243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3496241.250000 Penalty: 3323.439941
	Iteration 23Q: 3 clusters Score -3496241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3496244.500000 Penalty: 3323.439941
	Iteration 24Q: 3 clusters Score -3496244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3496244.250000 Penalty: 3323.439941
	Iteration 25Q: 3 clusters Score -3496244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3496247.000000 Penalty: 3323.439941
	Iteration 26Q: 3 clusters Score -3496247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3496246.000000 Penalty: 3323.439941
	Iteration 27Q: 3 clusters Score -3496246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3496247.250000 Penalty: 3323.439941
	Iteration 28Q: 3 clusters Score -3496247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3496247.250000 Penalty: 3323.439941
	Iteration 29F: 3 clusters Score -3496247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (84831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84831 members 
Entering Unmasked Estep 
Score: -10802501.000000 Penalty: 1844.117676
	Iteration 0F: 2 clusters Score -1.08025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -10746556.000000 Penalty: 3688.235352
	Iteration 0F: 3 clusters Score -1.074656e+07 nChanged 40494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -10770592.000000 Penalty: 3688.235352
	Iteration 1F: 3 clusters Score -1.077059e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -10772071.000000 Penalty: 3688.235352
	Iteration 2Q: 3 clusters Score -1.077207e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -10774133.000000 Penalty: 3688.235352
	Iteration 3F: 3 clusters Score -1.077413e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -10777115.000000 Penalty: 3688.235352
	Iteration 4F: 3 clusters Score -1.077712e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 57890 members 
Entering Unmasked Estep 
Score: -10781000.000000 Penalty: 3688.235352
	Iteration 5F: 3 clusters Score -1.0781e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -10785132.000000 Penalty: 3688.235352
	Iteration 6F: 3 clusters Score -1.078513e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -10789153.000000 Penalty: 3688.235352
	Iteration 7F: 3 clusters Score -1.078915e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -10792760.000000 Penalty: 3688.235352
	Iteration 8F: 3 clusters Score -1.079276e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 74740 members 
Entering Unmasked Estep 
Score: -10795731.000000 Penalty: 3688.235352
	Iteration 9Q: 3 clusters Score -1.079573e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 76766 members 
Entering Unmasked Estep 
Score: -10797933.000000 Penalty: 3688.235352
	Iteration 10Q: 3 clusters Score -1.079793e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -10799173.000000 Penalty: 3688.235352
	Iteration 11Q: 3 clusters Score -1.079917e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 78448 members 
Entering Unmasked Estep 
Score: -10799717.000000 Penalty: 3688.235352
	Iteration 12Q: 3 clusters Score -1.079972e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 78916 members 
Entering Unmasked Estep 
Score: -10800021.000000 Penalty: 3688.235352
	Iteration 13Q: 3 clusters Score -1.080002e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -10800204.000000 Penalty: 3688.235352
	Iteration 14Q: 3 clusters Score -1.08002e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 79634 members 
Entering Unmasked Estep 
Score: -10800260.000000 Penalty: 3688.235352
	Iteration 15Q: 3 clusters Score -1.080026e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -10800296.000000 Penalty: 3688.235352
	Iteration 16Q: 3 clusters Score -1.08003e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
Score: -10800341.000000 Penalty: 3688.235352
	Iteration 17Q: 3 clusters Score -1.080034e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 80522 members 
Entering Unmasked Estep 
Score: -10800398.000000 Penalty: 3688.235352
	Iteration 18Q: 3 clusters Score -1.08004e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -10800512.000000 Penalty: 3688.235352
	Iteration 19Q: 3 clusters Score -1.080051e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 81034 members 
Entering Unmasked Estep 
Score: -10800576.000000 Penalty: 3688.235352
	Iteration 20F: 3 clusters Score -1.080058e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -10800623.000000 Penalty: 3688.235352
	Iteration 21Q: 3 clusters Score -1.080062e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 81510 members 
Entering Unmasked Estep 
Score: -10800651.000000 Penalty: 3688.235352
	Iteration 22Q: 3 clusters Score -1.080065e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 81711 members 
Entering Unmasked Estep 
Score: -10800722.000000 Penalty: 3688.235352
	Iteration 23Q: 3 clusters Score -1.080072e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 81893 members 
Entering Unmasked Estep 
Score: -10800766.000000 Penalty: 3688.235352
	Iteration 24Q: 3 clusters Score -1.080077e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -10800800.000000 Penalty: 3688.235352
	Iteration 25Q: 3 clusters Score -1.08008e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 82190 members 
Entering Unmasked Estep 
Score: -10800822.000000 Penalty: 3688.235352
	Iteration 26Q: 3 clusters Score -1.080082e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -10800835.000000 Penalty: 3688.235352
	Iteration 27Q: 3 clusters Score -1.080084e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -10800837.000000 Penalty: 3688.235352
	Iteration 28Q: 3 clusters Score -1.080084e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 82576 members 
Entering Unmasked Estep 
Score: -10800856.000000 Penalty: 3688.235352
	Iteration 29Q: 3 clusters Score -1.080086e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 82689 members 
Entering Unmasked Estep 
Score: -10800887.000000 Penalty: 3688.235352
	Iteration 30Q: 3 clusters Score -1.080089e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 82805 members 
Entering Unmasked Estep 
Score: -10800899.000000 Penalty: 3688.235352
	Iteration 31Q: 3 clusters Score -1.08009e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 82913 members 
Entering Unmasked Estep 
Score: -10800910.000000 Penalty: 3688.235352
	Iteration 32Q: 3 clusters Score -1.080091e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -10800927.000000 Penalty: 3688.235352
	Iteration 33Q: 3 clusters Score -1.080093e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 83104 members 
Entering Unmasked Estep 
Score: -10800949.000000 Penalty: 3688.235352
	Iteration 34Q: 3 clusters Score -1.080095e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 83180 members 
Entering Unmasked Estep 
Score: -10800944.000000 Penalty: 3688.235352
	Iteration 35Q: 3 clusters Score -1.080094e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -10800984.000000 Penalty: 3688.235352
	Iteration 36Q: 3 clusters Score -1.080098e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 83314 members 
Entering Unmasked Estep 
Score: -10800997.000000 Penalty: 3688.235352
	Iteration 37Q: 3 clusters Score -1.0801e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -10801013.000000 Penalty: 3688.235352
	Iteration 38Q: 3 clusters Score -1.080101e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 83422 members 
Entering Unmasked Estep 
Score: -10801028.000000 Penalty: 3688.235352
	Iteration 39Q: 3 clusters Score -1.080103e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 83466 members 
Entering Unmasked Estep 
Score: -10801052.000000 Penalty: 3688.235352
	Iteration 40F: 3 clusters Score -1.080105e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 83508 members 
Entering Unmasked Estep 
Score: -10801052.000000 Penalty: 3688.235352
	Iteration 41Q: 3 clusters Score -1.080105e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 83551 members 
Entering Unmasked Estep 
Score: -10801067.000000 Penalty: 3688.235352
	Iteration 42Q: 3 clusters Score -1.080107e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
Score: -10801064.000000 Penalty: 3688.235352
	Iteration 43Q: 3 clusters Score -1.080106e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 83609 members 
Entering Unmasked Estep 
Score: -10801071.000000 Penalty: 3688.235352
	Iteration 44Q: 3 clusters Score -1.080107e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 83636 members 
Entering Unmasked Estep 
Score: -10801074.000000 Penalty: 3688.235352
	Iteration 45Q: 3 clusters Score -1.080107e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 83662 members 
Entering Unmasked Estep 
Score: -10801086.000000 Penalty: 3688.235352
	Iteration 46Q: 3 clusters Score -1.080109e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -10801095.000000 Penalty: 3688.235352
	Iteration 47Q: 3 clusters Score -1.08011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -10801102.000000 Penalty: 3688.235352
	Iteration 48Q: 3 clusters Score -1.08011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 83713 members 
Entering Unmasked Estep 
Score: -10801118.000000 Penalty: 3688.235352
	Iteration 49Q: 3 clusters Score -1.080112e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 83731 members 
Entering Unmasked Estep 
Score: -10801127.000000 Penalty: 3688.235352
	Iteration 50Q: 3 clusters Score -1.080113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 83740 members 
Entering Unmasked Estep 
Score: -10801127.000000 Penalty: 3688.235352
	Iteration 51Q: 3 clusters Score -1.080113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 83744 members 
Entering Unmasked Estep 
Score: -10801120.000000 Penalty: 3688.235352
	Iteration 52Q: 3 clusters Score -1.080112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 83750 members 
Entering Unmasked Estep 
Score: -10801113.000000 Penalty: 3688.235352
	Iteration 53Q: 3 clusters Score -1.080111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 83757 members 
Entering Unmasked Estep 
Score: -10801106.000000 Penalty: 3688.235352
	Iteration 54Q: 3 clusters Score -1.080111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -10801116.000000 Penalty: 3688.235352
	Iteration 55Q: 3 clusters Score -1.080112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 83761 members 
Entering Unmasked Estep 
Score: -10801116.000000 Penalty: 3688.235352
	Iteration 56Q: 3 clusters Score -1.080112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 83764 members 
Entering Unmasked Estep 
Score: -10801120.000000 Penalty: 3688.235352
	Iteration 57Q: 3 clusters Score -1.080112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 83771 members 
Entering Unmasked Estep 
Score: -10801119.000000 Penalty: 3688.235352
	Iteration 58Q: 3 clusters Score -1.080112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 83778 members 
Entering Unmasked Estep 
Score: -10801117.000000 Penalty: 3688.235352
	Iteration 59Q: 3 clusters Score -1.080112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -10801116.000000 Penalty: 3688.235352
	Iteration 60F: 3 clusters Score -1.080112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -10801125.000000 Penalty: 3688.235352
	Iteration 61Q: 3 clusters Score -1.080112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 83806 members 
Entering Unmasked Estep 
Score: -10801126.000000 Penalty: 3688.235352
	Iteration 62Q: 3 clusters Score -1.080113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -10801120.000000 Penalty: 3688.235352
	Iteration 63Q: 3 clusters Score -1.080112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -10801123.000000 Penalty: 3688.235352
	Iteration 64Q: 3 clusters Score -1.080112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 83824 members 
Entering Unmasked Estep 
Score: -10801120.000000 Penalty: 3688.235352
	Iteration 65Q: 3 clusters Score -1.080112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -10801112.000000 Penalty: 3688.235352
	Iteration 66Q: 3 clusters Score -1.080111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -10801117.000000 Penalty: 3688.235352
	Iteration 67Q: 3 clusters Score -1.080112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -10801115.000000 Penalty: 3688.235352
	Iteration 68Q: 3 clusters Score -1.080112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 83832 members 
Entering Unmasked Estep 
Score: -10801120.000000 Penalty: 3688.235352
	Iteration 69Q: 3 clusters Score -1.080112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 83834 members 
Entering Unmasked Estep 
Score: -10801124.000000 Penalty: 3688.235352
	Iteration 70Q: 3 clusters Score -1.080112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 83834 members 
Entering Unmasked Estep 
Score: -10801124.000000 Penalty: 3688.235352
	Iteration 71F: 3 clusters Score -1.080112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Entering Unmasked Estep 
Score: -888949.125000 Penalty: 1439.484985
	Iteration 0F: 2 clusters Score -888949.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -883732.500000 Penalty: 2878.969971
	Iteration 0F: 3 clusters Score -883732.5 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -885374.562500 Penalty: 2878.969971
	Iteration 1F: 3 clusters Score -885374.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -885721.750000 Penalty: 2878.969971
	Iteration 2F: 3 clusters Score -885721.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -885981.250000 Penalty: 2878.969971
	Iteration 3F: 3 clusters Score -885981.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -886289.000000 Penalty: 2878.969971
	Iteration 4F: 3 clusters Score -886289 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -886661.500000 Penalty: 2878.969971
	Iteration 5F: 3 clusters Score -886661.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -887065.625000 Penalty: 2878.969971
	Iteration 6F: 3 clusters Score -887065.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -887434.687500 Penalty: 2878.969971
	Iteration 7F: 3 clusters Score -887434.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -887737.187500 Penalty: 2878.969971
	Iteration 8F: 3 clusters Score -887737.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -887938.312500 Penalty: 2878.969971
	Iteration 9Q: 3 clusters Score -887938.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -888076.125000 Penalty: 2878.969971
	Iteration 10Q: 3 clusters Score -888076.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -888167.000000 Penalty: 2878.969971
	Iteration 11Q: 3 clusters Score -888167 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -888208.625000 Penalty: 2878.969971
	Iteration 12Q: 3 clusters Score -888208.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -888243.750000 Penalty: 2878.969971
	Iteration 13Q: 3 clusters Score -888243.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -888268.062500 Penalty: 2878.969971
	Iteration 14Q: 3 clusters Score -888268.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -888292.375000 Penalty: 2878.969971
	Iteration 15Q: 3 clusters Score -888292.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -888307.000000 Penalty: 2878.969971
	Iteration 16Q: 3 clusters Score -888307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -888323.437500 Penalty: 2878.969971
	Iteration 17Q: 3 clusters Score -888323.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -888337.687500 Penalty: 2878.969971
	Iteration 18Q: 3 clusters Score -888337.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -888351.375000 Penalty: 2878.969971
	Iteration 19Q: 3 clusters Score -888351.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -888359.500000 Penalty: 2878.969971
	Iteration 20F: 3 clusters Score -888359.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -888372.187500 Penalty: 2878.969971
	Iteration 21Q: 3 clusters Score -888372.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -888382.125000 Penalty: 2878.969971
	Iteration 22Q: 3 clusters Score -888382.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -888393.750000 Penalty: 2878.969971
	Iteration 23Q: 3 clusters Score -888393.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -888408.250000 Penalty: 2878.969971
	Iteration 24Q: 3 clusters Score -888408.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -888415.500000 Penalty: 2878.969971
	Iteration 25Q: 3 clusters Score -888415.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -888424.875000 Penalty: 2878.969971
	Iteration 26Q: 3 clusters Score -888424.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -888435.562500 Penalty: 2878.969971
	Iteration 27Q: 3 clusters Score -888435.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -888447.375000 Penalty: 2878.969971
	Iteration 28Q: 3 clusters Score -888447.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -888453.937500 Penalty: 2878.969971
	Iteration 29Q: 3 clusters Score -888453.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -888458.250000 Penalty: 2878.969971
	Iteration 30Q: 3 clusters Score -888458.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -888466.937500 Penalty: 2878.969971
	Iteration 31Q: 3 clusters Score -888466.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -888470.000000 Penalty: 2878.969971
	Iteration 32Q: 3 clusters Score -888470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -888475.875000 Penalty: 2878.969971
	Iteration 33Q: 3 clusters Score -888475.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -888482.625000 Penalty: 2878.969971
	Iteration 34Q: 3 clusters Score -888482.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -888484.750000 Penalty: 2878.969971
	Iteration 35Q: 3 clusters Score -888484.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -888486.812500 Penalty: 2878.969971
	Iteration 36Q: 3 clusters Score -888486.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -888488.562500 Penalty: 2878.969971
	Iteration 37Q: 3 clusters Score -888488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -888489.187500 Penalty: 2878.969971
	Iteration 38Q: 3 clusters Score -888489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -888489.875000 Penalty: 2878.969971
	Iteration 39Q: 3 clusters Score -888489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -888492.375000 Penalty: 2878.969971
	Iteration 40F: 3 clusters Score -888492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -888491.375000 Penalty: 2878.969971
	Iteration 41Q: 3 clusters Score -888491.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -888493.750000 Penalty: 2878.969971
	Iteration 42Q: 3 clusters Score -888493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -888494.562500 Penalty: 2878.969971
	Iteration 43Q: 3 clusters Score -888494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -888494.375000 Penalty: 2878.969971
	Iteration 44Q: 3 clusters Score -888494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -888494.812500 Penalty: 2878.969971
	Iteration 45Q: 3 clusters Score -888494.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -888496.375000 Penalty: 2878.969971
	Iteration 46Q: 3 clusters Score -888496.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -888496.750000 Penalty: 2878.969971
	Iteration 47Q: 3 clusters Score -888496.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -888496.750000 Penalty: 2878.969971
	Iteration 48F: 3 clusters Score -888496.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Entering Unmasked Estep 
Score: -1382059.625000 Penalty: 1518.328369
	Iteration 0F: 2 clusters Score -1382060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1374041.625000 Penalty: 3036.656738
	Iteration 0F: 3 clusters Score -1374042 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1376702.875000 Penalty: 3036.656738
	Iteration 1F: 3 clusters Score -1376703 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1376990.875000 Penalty: 3036.656738
	Iteration 2F: 3 clusters Score -1376991 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1377241.625000 Penalty: 3036.656738
	Iteration 3Q: 3 clusters Score -1377242 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1377492.000000 Penalty: 3036.656738
	Iteration 4Q: 3 clusters Score -1377492 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1377788.750000 Penalty: 3036.656738
	Iteration 5Q: 3 clusters Score -1377789 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1378263.125000 Penalty: 3036.656738
	Iteration 6F: 3 clusters Score -1378263 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1378959.125000 Penalty: 3036.656738
	Iteration 7F: 3 clusters Score -1378959 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1379737.875000 Penalty: 3036.656738
	Iteration 8F: 3 clusters Score -1379738 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1380317.250000 Penalty: 3036.656738
	Iteration 9F: 3 clusters Score -1380317 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1380728.625000 Penalty: 3036.656738
	Iteration 10Q: 3 clusters Score -1380729 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1380987.375000 Penalty: 3036.656738
	Iteration 11Q: 3 clusters Score -1380987 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1381190.750000 Penalty: 3036.656738
	Iteration 12Q: 3 clusters Score -1381191 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1381334.000000 Penalty: 3036.656738
	Iteration 13Q: 3 clusters Score -1381334 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1381464.000000 Penalty: 3036.656738
	Iteration 14Q: 3 clusters Score -1381464 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1381565.625000 Penalty: 3036.656738
	Iteration 15Q: 3 clusters Score -1381566 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1381648.375000 Penalty: 3036.656738
	Iteration 16Q: 3 clusters Score -1381648 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1381717.250000 Penalty: 3036.656738
	Iteration 17Q: 3 clusters Score -1381717 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1381776.875000 Penalty: 3036.656738
	Iteration 18Q: 3 clusters Score -1381777 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1381839.125000 Penalty: 3036.656738
	Iteration 19Q: 3 clusters Score -1381839 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1381887.000000 Penalty: 3036.656738
	Iteration 20F: 3 clusters Score -1381887 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1381919.250000 Penalty: 3036.656738
	Iteration 21Q: 3 clusters Score -1381919 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1381945.500000 Penalty: 3036.656738
	Iteration 22Q: 3 clusters Score -1381946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1381970.500000 Penalty: 3036.656738
	Iteration 23Q: 3 clusters Score -1381970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1381991.625000 Penalty: 3036.656738
	Iteration 24Q: 3 clusters Score -1381992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1382009.250000 Penalty: 3036.656738
	Iteration 25Q: 3 clusters Score -1382009 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1382022.625000 Penalty: 3036.656738
	Iteration 26Q: 3 clusters Score -1382023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1382034.500000 Penalty: 3036.656738
	Iteration 27Q: 3 clusters Score -1382034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1382047.750000 Penalty: 3036.656738
	Iteration 28Q: 3 clusters Score -1382048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1382062.375000 Penalty: 3036.656738
	Iteration 29Q: 3 clusters Score -1382062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1382067.125000 Penalty: 3036.656738
	Iteration 30Q: 3 clusters Score -1382067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1382076.875000 Penalty: 3036.656738
	Iteration 31Q: 3 clusters Score -1382077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1382078.875000 Penalty: 3036.656738
	Iteration 32Q: 3 clusters Score -1382079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1382084.625000 Penalty: 3036.656738
	Iteration 33Q: 3 clusters Score -1382085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1382087.375000 Penalty: 3036.656738
	Iteration 34Q: 3 clusters Score -1382087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1382088.000000 Penalty: 3036.656738
	Iteration 35Q: 3 clusters Score -1382088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1382090.875000 Penalty: 3036.656738
	Iteration 36Q: 3 clusters Score -1382091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1382096.000000 Penalty: 3036.656738
	Iteration 37Q: 3 clusters Score -1382096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1382096.375000 Penalty: 3036.656738
	Iteration 38Q: 3 clusters Score -1382096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1382096.625000 Penalty: 3036.656738
	Iteration 39Q: 3 clusters Score -1382097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1382098.125000 Penalty: 3036.656738
	Iteration 40F: 3 clusters Score -1382098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1382097.750000 Penalty: 3036.656738
	Iteration 41Q: 3 clusters Score -1382098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1382099.500000 Penalty: 3036.656738
	Iteration 42Q: 3 clusters Score -1382100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1382097.125000 Penalty: 3036.656738
	Iteration 43Q: 3 clusters Score -1382097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1382097.500000 Penalty: 3036.656738
	Iteration 44Q: 3 clusters Score -1382098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1382099.750000 Penalty: 3036.656738
	Iteration 45Q: 3 clusters Score -1382100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1382097.875000 Penalty: 3036.656738
	Iteration 46Q: 3 clusters Score -1382098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1382097.250000 Penalty: 3036.656738
	Iteration 47Q: 3 clusters Score -1382097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1382096.125000 Penalty: 3036.656738
	Iteration 48Q: 3 clusters Score -1382096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1382096.875000 Penalty: 3036.656738
	Iteration 49Q: 3 clusters Score -1382097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1382097.500000 Penalty: 3036.656738
	Iteration 50Q: 3 clusters Score -1382098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1382097.500000 Penalty: 3036.656738
	Iteration 51F: 3 clusters Score -1382098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 18985 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 133672 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 72061 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88441 members 
Mstep: Class 14 contains 3788 members 
Mstep: Class 15 contains 26616 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17029 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84831 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 3322 members 
Mstep: Class 26 contains 4106 members 
Mstep: Class 27 contains 11684 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7880 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133425 members 
Mstep: Class 34 contains 8103 members 
Entering Unmasked Estep 
Score: -108942744.000000 Penalty: 75654.937500
Splitting cluster 25 changes total score from -108943624.000000 to -108942744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Entering Unmasked Estep 
Score: -478727.937500 Penalty: 1352.033325
	Iteration 0F: 2 clusters Score -478727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -475284.281250 Penalty: 2704.066650
	Iteration 0F: 3 clusters Score -475284.3 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -476255.593750 Penalty: 2704.066650
	Iteration 1F: 3 clusters Score -476255.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -476474.125000 Penalty: 2704.066650
	Iteration 2F: 3 clusters Score -476474.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -476660.312500 Penalty: 2704.066650
	Iteration 3F: 3 clusters Score -476660.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -476779.312500 Penalty: 2704.066650
	Iteration 4F: 3 clusters Score -476779.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -476873.281250 Penalty: 2704.066650
	Iteration 5Q: 3 clusters Score -476873.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -476961.875000 Penalty: 2704.066650
	Iteration 6Q: 3 clusters Score -476961.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -477058.718750 Penalty: 2704.066650
	Iteration 7Q: 3 clusters Score -477058.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -477143.625000 Penalty: 2704.066650
	Iteration 8Q: 3 clusters Score -477143.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -477218.656250 Penalty: 2704.066650
	Iteration 9Q: 3 clusters Score -477218.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -477289.562500 Penalty: 2704.066650
	Iteration 10Q: 3 clusters Score -477289.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -477334.312500 Penalty: 2704.066650
	Iteration 11Q: 3 clusters Score -477334.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -477372.781250 Penalty: 2704.066650
	Iteration 12Q: 3 clusters Score -477372.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -477417.187500 Penalty: 2704.066650
	Iteration 13Q: 3 clusters Score -477417.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -477451.125000 Penalty: 2704.066650
	Iteration 14Q: 3 clusters Score -477451.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -477479.000000 Penalty: 2704.066650
	Iteration 15Q: 3 clusters Score -477479 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -477503.218750 Penalty: 2704.066650
	Iteration 16Q: 3 clusters Score -477503.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -477523.781250 Penalty: 2704.066650
	Iteration 17Q: 3 clusters Score -477523.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -477534.437500 Penalty: 2704.066650
	Iteration 18Q: 3 clusters Score -477534.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -477542.812500 Penalty: 2704.066650
	Iteration 19Q: 3 clusters Score -477542.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -477547.937500 Penalty: 2704.066650
	Iteration 20F: 3 clusters Score -477547.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -477551.437500 Penalty: 2704.066650
	Iteration 21Q: 3 clusters Score -477551.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -477551.906250 Penalty: 2704.066650
	Iteration 22Q: 3 clusters Score -477551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -477552.468750 Penalty: 2704.066650
	Iteration 23Q: 3 clusters Score -477552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -477553.468750 Penalty: 2704.066650
	Iteration 24Q: 3 clusters Score -477553.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -477553.468750 Penalty: 2704.066650
	Iteration 25Q: 3 clusters Score -477553.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -477553.468750 Penalty: 2704.066650
	Iteration 26F: 3 clusters Score -477553.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Entering Unmasked Estep 
Score: -1463862.250000 Penalty: 1521.970947
	Iteration 0F: 2 clusters Score -1463862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1455567.125000 Penalty: 3043.941895
	Iteration 0F: 3 clusters Score -1455567 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1458304.000000 Penalty: 3043.941895
	Iteration 1F: 3 clusters Score -1458304 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1458573.375000 Penalty: 3043.941895
	Iteration 2F: 3 clusters Score -1458573 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1458757.625000 Penalty: 3043.941895
	Iteration 3Q: 3 clusters Score -1458758 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1458919.375000 Penalty: 3043.941895
	Iteration 4Q: 3 clusters Score -1458919 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1459074.375000 Penalty: 3043.941895
	Iteration 5Q: 3 clusters Score -1459074 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1459230.500000 Penalty: 3043.941895
	Iteration 6Q: 3 clusters Score -1459230 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1459379.000000 Penalty: 3043.941895
	Iteration 7Q: 3 clusters Score -1459379 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1459540.375000 Penalty: 3043.941895
	Iteration 8Q: 3 clusters Score -1459540 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1459741.000000 Penalty: 3043.941895
	Iteration 9Q: 3 clusters Score -1459741 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1459972.125000 Penalty: 3043.941895
	Iteration 10Q: 3 clusters Score -1459972 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1460248.375000 Penalty: 3043.941895
	Iteration 11Q: 3 clusters Score -1460248 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1460580.750000 Penalty: 3043.941895
	Iteration 12Q: 3 clusters Score -1460581 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1460938.250000 Penalty: 3043.941895
	Iteration 13Q: 3 clusters Score -1460938 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1461307.625000 Penalty: 3043.941895
	Iteration 14Q: 3 clusters Score -1461308 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1461608.500000 Penalty: 3043.941895
	Iteration 15Q: 3 clusters Score -1461608 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1461829.875000 Penalty: 3043.941895
	Iteration 16Q: 3 clusters Score -1461830 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1462024.500000 Penalty: 3043.941895
	Iteration 17Q: 3 clusters Score -1462024 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1462158.000000 Penalty: 3043.941895
	Iteration 18Q: 3 clusters Score -1462158 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1462250.625000 Penalty: 3043.941895
	Iteration 19Q: 3 clusters Score -1462251 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1462303.375000 Penalty: 3043.941895
	Iteration 20F: 3 clusters Score -1462303 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1462340.000000 Penalty: 3043.941895
	Iteration 21Q: 3 clusters Score -1462340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1462370.125000 Penalty: 3043.941895
	Iteration 22Q: 3 clusters Score -1462370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1462383.375000 Penalty: 3043.941895
	Iteration 23Q: 3 clusters Score -1462383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1462408.875000 Penalty: 3043.941895
	Iteration 24Q: 3 clusters Score -1462409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1462426.000000 Penalty: 3043.941895
	Iteration 25Q: 3 clusters Score -1462426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1462442.750000 Penalty: 3043.941895
	Iteration 26Q: 3 clusters Score -1462443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1462458.875000 Penalty: 3043.941895
	Iteration 27Q: 3 clusters Score -1462459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1462474.625000 Penalty: 3043.941895
	Iteration 28Q: 3 clusters Score -1462475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1462487.375000 Penalty: 3043.941895
	Iteration 29Q: 3 clusters Score -1462487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1462503.375000 Penalty: 3043.941895
	Iteration 30Q: 3 clusters Score -1462503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1462524.750000 Penalty: 3043.941895
	Iteration 31Q: 3 clusters Score -1462525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1462538.125000 Penalty: 3043.941895
	Iteration 32Q: 3 clusters Score -1462538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1462547.625000 Penalty: 3043.941895
	Iteration 33Q: 3 clusters Score -1462548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1462556.875000 Penalty: 3043.941895
	Iteration 34Q: 3 clusters Score -1462557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1462568.375000 Penalty: 3043.941895
	Iteration 35Q: 3 clusters Score -1462568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1462573.875000 Penalty: 3043.941895
	Iteration 36Q: 3 clusters Score -1462574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1462578.000000 Penalty: 3043.941895
	Iteration 37Q: 3 clusters Score -1462578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1462581.125000 Penalty: 3043.941895
	Iteration 38Q: 3 clusters Score -1462581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1462584.000000 Penalty: 3043.941895
	Iteration 39Q: 3 clusters Score -1462584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1462585.375000 Penalty: 3043.941895
	Iteration 40F: 3 clusters Score -1462585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1462589.750000 Penalty: 3043.941895
	Iteration 41Q: 3 clusters Score -1462590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1462591.625000 Penalty: 3043.941895
	Iteration 42Q: 3 clusters Score -1462592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1462593.000000 Penalty: 3043.941895
	Iteration 43Q: 3 clusters Score -1462593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1462593.000000 Penalty: 3043.941895
	Iteration 44F: 3 clusters Score -1462593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -21785.488281 Penalty: 892.622498
	Iteration 0F: 2 clusters Score -21785.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21133.902344 Penalty: 1785.244995
	Iteration 0F: 3 clusters Score -21133.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21320.216797 Penalty: 1785.244995
	Iteration 1F: 3 clusters Score -21320.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21343.816406 Penalty: 1785.244995
	Iteration 2F: 3 clusters Score -21343.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21351.724609 Penalty: 1785.244995
	Iteration 3Q: 3 clusters Score -21351.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21353.128906 Penalty: 1785.244995
	Iteration 4Q: 3 clusters Score -21353.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21353.128906 Penalty: 1785.244995
	Iteration 5F: 3 clusters Score -21353.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Entering Unmasked Estep 
Score: -291952.656250 Penalty: 1276.084595
	Iteration 0F: 2 clusters Score -291952.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -289591.312500 Penalty: 2552.169189
	Iteration 0F: 3 clusters Score -289591.3 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -290262.937500 Penalty: 2552.169189
	Iteration 1F: 3 clusters Score -290262.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -290433.625000 Penalty: 2552.169189
	Iteration 2F: 3 clusters Score -290433.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -290564.968750 Penalty: 2552.169189
	Iteration 3F: 3 clusters Score -290565 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -290689.218750 Penalty: 2552.169189
	Iteration 4Q: 3 clusters Score -290689.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -290788.906250 Penalty: 2552.169189
	Iteration 5Q: 3 clusters Score -290788.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -290865.406250 Penalty: 2552.169189
	Iteration 6Q: 3 clusters Score -290865.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -290921.468750 Penalty: 2552.169189
	Iteration 7Q: 3 clusters Score -290921.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -290961.656250 Penalty: 2552.169189
	Iteration 8Q: 3 clusters Score -290961.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -291000.656250 Penalty: 2552.169189
	Iteration 9Q: 3 clusters Score -291000.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -291033.125000 Penalty: 2552.169189
	Iteration 10Q: 3 clusters Score -291033.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -291066.437500 Penalty: 2552.169189
	Iteration 11Q: 3 clusters Score -291066.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -291098.437500 Penalty: 2552.169189
	Iteration 12Q: 3 clusters Score -291098.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -291122.593750 Penalty: 2552.169189
	Iteration 13Q: 3 clusters Score -291122.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -291152.843750 Penalty: 2552.169189
	Iteration 14Q: 3 clusters Score -291152.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -291177.406250 Penalty: 2552.169189
	Iteration 15Q: 3 clusters Score -291177.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -291197.250000 Penalty: 2552.169189
	Iteration 16Q: 3 clusters Score -291197.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -291220.562500 Penalty: 2552.169189
	Iteration 17Q: 3 clusters Score -291220.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -291233.562500 Penalty: 2552.169189
	Iteration 18Q: 3 clusters Score -291233.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -291243.250000 Penalty: 2552.169189
	Iteration 19Q: 3 clusters Score -291243.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -291249.625000 Penalty: 2552.169189
	Iteration 20F: 3 clusters Score -291249.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -291254.062500 Penalty: 2552.169189
	Iteration 21Q: 3 clusters Score -291254.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -291259.531250 Penalty: 2552.169189
	Iteration 22Q: 3 clusters Score -291259.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -291263.093750 Penalty: 2552.169189
	Iteration 23Q: 3 clusters Score -291263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -291263.937500 Penalty: 2552.169189
	Iteration 24Q: 3 clusters Score -291263.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -291264.906250 Penalty: 2552.169189
	Iteration 25Q: 3 clusters Score -291264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -291266.125000 Penalty: 2552.169189
	Iteration 26Q: 3 clusters Score -291266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -291268.656250 Penalty: 2552.169189
	Iteration 27Q: 3 clusters Score -291268.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -291270.406250 Penalty: 2552.169189
	Iteration 28Q: 3 clusters Score -291270.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -291272.968750 Penalty: 2552.169189
	Iteration 29Q: 3 clusters Score -291273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -291273.656250 Penalty: 2552.169189
	Iteration 30Q: 3 clusters Score -291273.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -291274.000000 Penalty: 2552.169189
	Iteration 31Q: 3 clusters Score -291274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -291274.375000 Penalty: 2552.169189
	Iteration 32Q: 3 clusters Score -291274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -291274.781250 Penalty: 2552.169189
	Iteration 33Q: 3 clusters Score -291274.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -291275.468750 Penalty: 2552.169189
	Iteration 34Q: 3 clusters Score -291275.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -291275.468750 Penalty: 2552.169189
	Iteration 35F: 3 clusters Score -291275.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (30635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Entering Unmasked Estep 
Score: -3906400.500000 Penalty: 1678.608521
	Iteration 0F: 2 clusters Score -3906400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3885780.500000 Penalty: 3357.217041
	Iteration 0F: 3 clusters Score -3885780 nChanged 14106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3893560.500000 Penalty: 3357.217041
	Iteration 1F: 3 clusters Score -3893560 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3893932.250000 Penalty: 3357.217041
	Iteration 2Q: 3 clusters Score -3893932 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3894268.500000 Penalty: 3357.217041
	Iteration 3Q: 3 clusters Score -3894268 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3894595.750000 Penalty: 3357.217041
	Iteration 4Q: 3 clusters Score -3894596 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -3894981.250000 Penalty: 3357.217041
	Iteration 5Q: 3 clusters Score -3894981 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3895452.000000 Penalty: 3357.217041
	Iteration 6Q: 3 clusters Score -3895452 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3896055.500000 Penalty: 3357.217041
	Iteration 7Q: 3 clusters Score -3896056 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3896857.750000 Penalty: 3357.217041
	Iteration 8Q: 3 clusters Score -3896858 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3897872.500000 Penalty: 3357.217041
	Iteration 9Q: 3 clusters Score -3897872 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3899090.000000 Penalty: 3357.217041
	Iteration 10F: 3 clusters Score -3899090 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3900338.000000 Penalty: 3357.217041
	Iteration 11Q: 3 clusters Score -3900338 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3901504.250000 Penalty: 3357.217041
	Iteration 12Q: 3 clusters Score -3901504 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3902339.250000 Penalty: 3357.217041
	Iteration 13Q: 3 clusters Score -3902339 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3902851.500000 Penalty: 3357.217041
	Iteration 14Q: 3 clusters Score -3902852 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3903183.000000 Penalty: 3357.217041
	Iteration 15Q: 3 clusters Score -3903183 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3903373.500000 Penalty: 3357.217041
	Iteration 16Q: 3 clusters Score -3903374 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -3903510.500000 Penalty: 3357.217041
	Iteration 17Q: 3 clusters Score -3903510 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3903662.250000 Penalty: 3357.217041
	Iteration 18Q: 3 clusters Score -3903662 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3903759.250000 Penalty: 3357.217041
	Iteration 19Q: 3 clusters Score -3903759 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -3903870.750000 Penalty: 3357.217041
	Iteration 20F: 3 clusters Score -3903871 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -3903986.500000 Penalty: 3357.217041
	Iteration 21Q: 3 clusters Score -3903986 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -3904114.750000 Penalty: 3357.217041
	Iteration 22Q: 3 clusters Score -3904115 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3904219.750000 Penalty: 3357.217041
	Iteration 23Q: 3 clusters Score -3904220 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3904306.750000 Penalty: 3357.217041
	Iteration 24Q: 3 clusters Score -3904307 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3904383.500000 Penalty: 3357.217041
	Iteration 25Q: 3 clusters Score -3904384 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3904466.500000 Penalty: 3357.217041
	Iteration 26Q: 3 clusters Score -3904466 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3904567.750000 Penalty: 3357.217041
	Iteration 27Q: 3 clusters Score -3904568 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -3904629.750000 Penalty: 3357.217041
	Iteration 28Q: 3 clusters Score -3904630 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3904695.250000 Penalty: 3357.217041
	Iteration 29Q: 3 clusters Score -3904695 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3904747.250000 Penalty: 3357.217041
	Iteration 30Q: 3 clusters Score -3904747 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3904792.250000 Penalty: 3357.217041
	Iteration 31Q: 3 clusters Score -3904792 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -3904828.500000 Penalty: 3357.217041
	Iteration 32Q: 3 clusters Score -3904828 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -3904852.750000 Penalty: 3357.217041
	Iteration 33Q: 3 clusters Score -3904853 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3904881.750000 Penalty: 3357.217041
	Iteration 34Q: 3 clusters Score -3904882 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -3904917.500000 Penalty: 3357.217041
	Iteration 35Q: 3 clusters Score -3904918 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3904947.250000 Penalty: 3357.217041
	Iteration 36Q: 3 clusters Score -3904947 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -3904959.500000 Penalty: 3357.217041
	Iteration 37Q: 3 clusters Score -3904960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -3904981.750000 Penalty: 3357.217041
	Iteration 38Q: 3 clusters Score -3904982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -3904989.750000 Penalty: 3357.217041
	Iteration 39Q: 3 clusters Score -3904990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3905008.000000 Penalty: 3357.217041
	Iteration 40F: 3 clusters Score -3905008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -3905013.750000 Penalty: 3357.217041
	Iteration 41Q: 3 clusters Score -3905014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -3905027.750000 Penalty: 3357.217041
	Iteration 42Q: 3 clusters Score -3905028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -3905040.000000 Penalty: 3357.217041
	Iteration 43Q: 3 clusters Score -3905040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -3905053.250000 Penalty: 3357.217041
	Iteration 44Q: 3 clusters Score -3905053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -3905057.250000 Penalty: 3357.217041
	Iteration 45Q: 3 clusters Score -3905057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -3905053.500000 Penalty: 3357.217041
	Iteration 46Q: 3 clusters Score -3905054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -3905053.500000 Penalty: 3357.217041
	Iteration 47Q: 3 clusters Score -3905054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -3905059.250000 Penalty: 3357.217041
	Iteration 48Q: 3 clusters Score -3905059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3905059.000000 Penalty: 3357.217041
	Iteration 49Q: 3 clusters Score -3905059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -3905063.500000 Penalty: 3357.217041
	Iteration 50Q: 3 clusters Score -3905064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -3905063.500000 Penalty: 3357.217041
	Iteration 51Q: 3 clusters Score -3905064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -3905064.750000 Penalty: 3357.217041
	Iteration 52Q: 3 clusters Score -3905065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3905064.250000 Penalty: 3357.217041
	Iteration 53Q: 3 clusters Score -3905064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -3905063.500000 Penalty: 3357.217041
	Iteration 54Q: 3 clusters Score -3905064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -3905072.250000 Penalty: 3357.217041
	Iteration 55Q: 3 clusters Score -3905072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -3905068.500000 Penalty: 3357.217041
	Iteration 56Q: 3 clusters Score -3905068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -3905071.250000 Penalty: 3357.217041
	Iteration 57Q: 3 clusters Score -3905071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -3905072.250000 Penalty: 3357.217041
	Iteration 58Q: 3 clusters Score -3905072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -3905069.500000 Penalty: 3357.217041
	Iteration 59Q: 3 clusters Score -3905070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -3905069.500000 Penalty: 3357.217041
	Iteration 60F: 3 clusters Score -3905070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Entering Unmasked Estep 
Score: -1001371.812500 Penalty: 1457.963501
	Iteration 0F: 2 clusters Score -1001372 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 3996 members 
Entering Unmasked Estep 
Score: -995522.250000 Penalty: 2915.927002
	Iteration 0F: 3 clusters Score -995522.2 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -997341.812500 Penalty: 2915.927002
	Iteration 1F: 3 clusters Score -997341.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -997634.312500 Penalty: 2915.927002
	Iteration 2F: 3 clusters Score -997634.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -997872.312500 Penalty: 2915.927002
	Iteration 3F: 3 clusters Score -997872.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -998118.750000 Penalty: 2915.927002
	Iteration 4F: 3 clusters Score -998118.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -998369.375000 Penalty: 2915.927002
	Iteration 5F: 3 clusters Score -998369.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -998620.187500 Penalty: 2915.927002
	Iteration 6Q: 3 clusters Score -998620.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -998857.687500 Penalty: 2915.927002
	Iteration 7Q: 3 clusters Score -998857.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -999085.625000 Penalty: 2915.927002
	Iteration 8Q: 3 clusters Score -999085.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -999278.250000 Penalty: 2915.927002
	Iteration 9Q: 3 clusters Score -999278.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -999440.000000 Penalty: 2915.927002
	Iteration 10Q: 3 clusters Score -999440 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -999570.312500 Penalty: 2915.927002
	Iteration 11Q: 3 clusters Score -999570.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -999678.687500 Penalty: 2915.927002
	Iteration 12Q: 3 clusters Score -999678.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -999760.187500 Penalty: 2915.927002
	Iteration 13Q: 3 clusters Score -999760.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -999835.125000 Penalty: 2915.927002
	Iteration 14Q: 3 clusters Score -999835.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -999890.562500 Penalty: 2915.927002
	Iteration 15Q: 3 clusters Score -999890.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -999925.562500 Penalty: 2915.927002
	Iteration 16Q: 3 clusters Score -999925.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -999941.562500 Penalty: 2915.927002
	Iteration 17Q: 3 clusters Score -999941.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -999954.125000 Penalty: 2915.927002
	Iteration 18Q: 3 clusters Score -999954.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -999972.062500 Penalty: 2915.927002
	Iteration 19Q: 3 clusters Score -999972.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -999985.312500 Penalty: 2915.927002
	Iteration 20F: 3 clusters Score -999985.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -999996.125000 Penalty: 2915.927002
	Iteration 21Q: 3 clusters Score -999996.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1000004.437500 Penalty: 2915.927002
	Iteration 22Q: 3 clusters Score -1000004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1000010.125000 Penalty: 2915.927002
	Iteration 23Q: 3 clusters Score -1000010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1000014.187500 Penalty: 2915.927002
	Iteration 24Q: 3 clusters Score -1000014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1000017.562500 Penalty: 2915.927002
	Iteration 25Q: 3 clusters Score -1000018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1000021.437500 Penalty: 2915.927002
	Iteration 26Q: 3 clusters Score -1000021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1000025.375000 Penalty: 2915.927002
	Iteration 27Q: 3 clusters Score -1000025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1000025.250000 Penalty: 2915.927002
	Iteration 28Q: 3 clusters Score -1000025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1000027.187500 Penalty: 2915.927002
	Iteration 29Q: 3 clusters Score -1000027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1000028.250000 Penalty: 2915.927002
	Iteration 30Q: 3 clusters Score -1000028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1000028.750000 Penalty: 2915.927002
	Iteration 31Q: 3 clusters Score -1000029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1000028.750000 Penalty: 2915.927002
	Iteration 32F: 3 clusters Score -1000029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -19614.267578 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -19614.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19092.998047 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -19093 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19469.205078 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -19469.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19736.855469 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -19736.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19925.035156 Penalty: 1863.335938
	Iteration 3F: 3 clusters Score -19925.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20154.572266 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -20154.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20194.027344 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -20194.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20201.220703 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -20201.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20208.390625 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -20208.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20209.658203 Penalty: 1863.335938
	Iteration 8F: 3 clusters Score -20209.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20221.523438 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -20221.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20222.718750 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -20222.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20222.718750 Penalty: 1863.335938
	Iteration 11F: 3 clusters Score -20222.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 18985 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 133672 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 72061 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88441 members 
Mstep: Class 14 contains 3788 members 
Mstep: Class 15 contains 26616 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17029 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84831 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4106 members 
Mstep: Class 27 contains 11684 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7880 members 
Mstep: Class 32 contains 106 members 
Mstep: Class 33 contains 133425 members 
Mstep: Class 34 contains 203 members 
Entering Unmasked Estep 
Score: -108942992.000000 Penalty: 75654.937500
Splitting cluster 32 changes total score from -108943624.000000 to -108942992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (133425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133425 members 
Entering Unmasked Estep 
Score: -16924120.000000 Penalty: 1917.710327
	Iteration 0F: 2 clusters Score -1.692412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -16842158.000000 Penalty: 3835.420654
	Iteration 0F: 3 clusters Score -1.684216e+07 nChanged 64325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -16880472.000000 Penalty: 3835.420654
	Iteration 1F: 3 clusters Score -1.688047e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 72034 members 
Entering Unmasked Estep 
Score: -16882184.000000 Penalty: 3835.420654
	Iteration 2Q: 3 clusters Score -1.688218e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -16884600.000000 Penalty: 3835.420654
	Iteration 3Q: 3 clusters Score -1.68846e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -16887728.000000 Penalty: 3835.420654
	Iteration 4F: 3 clusters Score -1.688773e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 82933 members 
Entering Unmasked Estep 
Score: -16891356.000000 Penalty: 3835.420654
	Iteration 5F: 3 clusters Score -1.689136e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 87744 members 
Entering Unmasked Estep 
Score: -16895242.000000 Penalty: 3835.420654
	Iteration 6F: 3 clusters Score -1.689524e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 92776 members 
Entering Unmasked Estep 
Score: -16898996.000000 Penalty: 3835.420654
	Iteration 7F: 3 clusters Score -1.6899e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 98141 members 
Entering Unmasked Estep 
Score: -16902908.000000 Penalty: 3835.420654
	Iteration 8F: 3 clusters Score -1.690291e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 103747 members 
Entering Unmasked Estep 
Score: -16906614.000000 Penalty: 3835.420654
	Iteration 9Q: 3 clusters Score -1.690661e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 109399 members 
Entering Unmasked Estep 
Score: -16910990.000000 Penalty: 3835.420654
	Iteration 10Q: 3 clusters Score -1.691099e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 114855 members 
Entering Unmasked Estep 
Score: -16916234.000000 Penalty: 3835.420654
	Iteration 11Q: 3 clusters Score -1.691623e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 120404 members 
Entering Unmasked Estep 
Score: -16919514.000000 Penalty: 3835.420654
	Iteration 12Q: 3 clusters Score -1.691951e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 125129 members 
Entering Unmasked Estep 
Score: -16921388.000000 Penalty: 3835.420654
	Iteration 13Q: 3 clusters Score -1.692139e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 128410 members 
Entering Unmasked Estep 
Score: -16922364.000000 Penalty: 3835.420654
	Iteration 14Q: 3 clusters Score -1.692236e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 130291 members 
Entering Unmasked Estep 
Score: -16922668.000000 Penalty: 3835.420654
	Iteration 15Q: 3 clusters Score -1.692267e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 131369 members 
Entering Unmasked Estep 
Score: -16922764.000000 Penalty: 3835.420654
	Iteration 16Q: 3 clusters Score -1.692276e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 131954 members 
Entering Unmasked Estep 
Score: -16922902.000000 Penalty: 3835.420654
	Iteration 17Q: 3 clusters Score -1.69229e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 132253 members 
Entering Unmasked Estep 
Score: -16922914.000000 Penalty: 3835.420654
	Iteration 18Q: 3 clusters Score -1.692291e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 132413 members 
Entering Unmasked Estep 
Score: -16922946.000000 Penalty: 3835.420654
	Iteration 19Q: 3 clusters Score -1.692295e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 132511 members 
Entering Unmasked Estep 
Score: -16922980.000000 Penalty: 3835.420654
	Iteration 20F: 3 clusters Score -1.692298e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 132576 members 
Entering Unmasked Estep 
Score: -16923002.000000 Penalty: 3835.420654
	Iteration 21Q: 3 clusters Score -1.6923e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 132622 members 
Entering Unmasked Estep 
Score: -16923042.000000 Penalty: 3835.420654
	Iteration 22Q: 3 clusters Score -1.692304e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 132660 members 
Entering Unmasked Estep 
Score: -16923052.000000 Penalty: 3835.420654
	Iteration 23Q: 3 clusters Score -1.692305e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 132689 members 
Entering Unmasked Estep 
Score: -16923068.000000 Penalty: 3835.420654
	Iteration 24Q: 3 clusters Score -1.692307e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 132704 members 
Entering Unmasked Estep 
Score: -16923070.000000 Penalty: 3835.420654
	Iteration 25Q: 3 clusters Score -1.692307e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 132715 members 
Entering Unmasked Estep 
Score: -16923082.000000 Penalty: 3835.420654
	Iteration 26Q: 3 clusters Score -1.692308e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 132727 members 
Entering Unmasked Estep 
Score: -16923094.000000 Penalty: 3835.420654
	Iteration 27Q: 3 clusters Score -1.692309e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 132735 members 
Entering Unmasked Estep 
Score: -16923100.000000 Penalty: 3835.420654
	Iteration 28Q: 3 clusters Score -1.69231e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 132738 members 
Entering Unmasked Estep 
Score: -16923108.000000 Penalty: 3835.420654
	Iteration 29Q: 3 clusters Score -1.692311e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 132739 members 
Entering Unmasked Estep 
Score: -16923128.000000 Penalty: 3835.420654
	Iteration 30Q: 3 clusters Score -1.692313e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 132747 members 
Entering Unmasked Estep 
Score: -16923134.000000 Penalty: 3835.420654
	Iteration 31Q: 3 clusters Score -1.692313e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 132754 members 
Entering Unmasked Estep 
Score: -16923130.000000 Penalty: 3835.420654
	Iteration 32Q: 3 clusters Score -1.692313e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 132758 members 
Entering Unmasked Estep 
Score: -16923140.000000 Penalty: 3835.420654
	Iteration 33Q: 3 clusters Score -1.692314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 132764 members 
Entering Unmasked Estep 
Score: -16923144.000000 Penalty: 3835.420654
	Iteration 34Q: 3 clusters Score -1.692314e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 132771 members 
Entering Unmasked Estep 
Score: -16923140.000000 Penalty: 3835.420654
	Iteration 35Q: 3 clusters Score -1.692314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 132774 members 
Entering Unmasked Estep 
Score: -16923132.000000 Penalty: 3835.420654
	Iteration 36Q: 3 clusters Score -1.692313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 132777 members 
Entering Unmasked Estep 
Score: -16923132.000000 Penalty: 3835.420654
	Iteration 37Q: 3 clusters Score -1.692313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 132779 members 
Entering Unmasked Estep 
Score: -16923124.000000 Penalty: 3835.420654
	Iteration 38Q: 3 clusters Score -1.692312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 132778 members 
Entering Unmasked Estep 
Score: -16923132.000000 Penalty: 3835.420654
	Iteration 39Q: 3 clusters Score -1.692313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 132775 members 
Entering Unmasked Estep 
Score: -16923136.000000 Penalty: 3835.420654
	Iteration 40F: 3 clusters Score -1.692314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 132774 members 
Entering Unmasked Estep 
Score: -16923144.000000 Penalty: 3835.420654
	Iteration 41Q: 3 clusters Score -1.692314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 132774 members 
Entering Unmasked Estep 
Score: -16923138.000000 Penalty: 3835.420654
	Iteration 42Q: 3 clusters Score -1.692314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 132773 members 
Entering Unmasked Estep 
Score: -16923140.000000 Penalty: 3835.420654
	Iteration 43Q: 3 clusters Score -1.692314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 132772 members 
Entering Unmasked Estep 
Score: -16923144.000000 Penalty: 3835.420654
	Iteration 44Q: 3 clusters Score -1.692314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 132772 members 
Entering Unmasked Estep 
Score: -16923140.000000 Penalty: 3835.420654
	Iteration 45Q: 3 clusters Score -1.692314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 132775 members 
Entering Unmasked Estep 
Score: -16923136.000000 Penalty: 3835.420654
	Iteration 46Q: 3 clusters Score -1.692314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 132777 members 
Entering Unmasked Estep 
Score: -16923150.000000 Penalty: 3835.420654
	Iteration 47Q: 3 clusters Score -1.692315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 132778 members 
Entering Unmasked Estep 
Score: -16923142.000000 Penalty: 3835.420654
	Iteration 48Q: 3 clusters Score -1.692314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 132780 members 
Entering Unmasked Estep 
Score: -16923152.000000 Penalty: 3835.420654
	Iteration 49Q: 3 clusters Score -1.692315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 132780 members 
Entering Unmasked Estep 
Score: -16923148.000000 Penalty: 3835.420654
	Iteration 50Q: 3 clusters Score -1.692315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 132780 members 
Entering Unmasked Estep 
Score: -16923148.000000 Penalty: 3835.420654
	Iteration 51F: 3 clusters Score -1.692315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 18985 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 133672 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 72061 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88441 members 
Mstep: Class 14 contains 3788 members 
Mstep: Class 15 contains 26616 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17029 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84831 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4106 members 
Mstep: Class 27 contains 11684 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7880 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943624.000000 Penalty: 73429.796875
Iteration 239Q: 34 clusters Score -1.089436e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 18986 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 133671 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 72058 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88443 members 
Mstep: Class 14 contains 3788 members 
Mstep: Class 15 contains 26616 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17029 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84830 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4107 members 
Mstep: Class 27 contains 11684 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7880 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943608.000000 Penalty: 73429.796875
Iteration 240F: 34 clusters Score -1.089436e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 18986 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 133673 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 72056 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88443 members 
Mstep: Class 14 contains 3788 members 
Mstep: Class 15 contains 26616 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17029 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84828 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4108 members 
Mstep: Class 27 contains 11684 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7880 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943600.000000 Penalty: 73429.796875
Iteration 241Q: 34 clusters Score -1.089436e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91846 members 
Mstep: Class 2 contains 18986 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 133673 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 72056 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88444 members 
Mstep: Class 14 contains 3788 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17029 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84825 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4108 members 
Mstep: Class 27 contains 11683 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7880 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943632.000000 Penalty: 73429.796875
Iteration 242Q: 34 clusters Score -1.089436e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91846 members 
Mstep: Class 2 contains 18986 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4436 members 
Mstep: Class 9 contains 133674 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 72056 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88443 members 
Mstep: Class 14 contains 3787 members 
Mstep: Class 15 contains 26615 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17029 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84824 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4106 members 
Mstep: Class 27 contains 11683 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7880 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943592.000000 Penalty: 73429.796875
Iteration 243Q: 34 clusters Score -1.089436e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91846 members 
Mstep: Class 2 contains 18986 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 133677 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 72055 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88444 members 
Mstep: Class 14 contains 3786 members 
Mstep: Class 15 contains 26615 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17029 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84820 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4102 members 
Mstep: Class 27 contains 11686 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7880 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943576.000000 Penalty: 73429.796875
Iteration 244Q: 34 clusters Score -1.089436e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91846 members 
Mstep: Class 2 contains 18985 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 133678 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 72056 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88444 members 
Mstep: Class 14 contains 3787 members 
Mstep: Class 15 contains 26615 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17029 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84817 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4098 members 
Mstep: Class 27 contains 11690 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7880 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943576.000000 Penalty: 73429.796875
Iteration 245Q: 34 clusters Score -1.089436e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91847 members 
Mstep: Class 2 contains 18984 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 133678 members 
Mstep: Class 10 contains 9218 members 
Mstep: Class 11 contains 72054 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88444 members 
Mstep: Class 14 contains 3786 members 
Mstep: Class 15 contains 26615 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17029 members 
Mstep: Class 20 contains 9399 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84818 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 11693 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7880 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943560.000000 Penalty: 73429.796875
Iteration 246Q: 34 clusters Score -1.089436e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 133680 members 
Mstep: Class 10 contains 9218 members 
Mstep: Class 11 contains 72049 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88444 members 
Mstep: Class 14 contains 3784 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17028 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84817 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4099 members 
Mstep: Class 27 contains 11697 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30636 members 
Mstep: Class 31 contains 7880 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943632.000000 Penalty: 73429.796875
Iteration 247Q: 34 clusters Score -1.089436e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 133680 members 
Mstep: Class 10 contains 9218 members 
Mstep: Class 11 contains 72047 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88444 members 
Mstep: Class 14 contains 3780 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17027 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84816 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4104 members 
Mstep: Class 27 contains 11698 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30637 members 
Mstep: Class 31 contains 7880 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943608.000000 Penalty: 73429.796875
Iteration 248Q: 34 clusters Score -1.089436e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 133684 members 
Mstep: Class 10 contains 9218 members 
Mstep: Class 11 contains 72046 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88444 members 
Mstep: Class 14 contains 3780 members 
Mstep: Class 15 contains 26615 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17027 members 
Mstep: Class 20 contains 9395 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84813 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4105 members 
Mstep: Class 27 contains 11700 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30637 members 
Mstep: Class 31 contains 7880 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943576.000000 Penalty: 73429.796875
Iteration 249Q: 34 clusters Score -1.089436e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 133683 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 72048 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88446 members 
Mstep: Class 14 contains 3781 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17027 members 
Mstep: Class 20 contains 9394 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84812 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4102 members 
Mstep: Class 27 contains 11700 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30637 members 
Mstep: Class 31 contains 7880 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943568.000000 Penalty: 73429.796875
Iteration 250Q: 34 clusters Score -1.089436e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 133684 members 
Mstep: Class 10 contains 9218 members 
Mstep: Class 11 contains 72046 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88447 members 
Mstep: Class 14 contains 3782 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17025 members 
Mstep: Class 20 contains 9394 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84810 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4104 members 
Mstep: Class 27 contains 11699 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30637 members 
Mstep: Class 31 contains 7881 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943600.000000 Penalty: 73429.796875
Iteration 251Q: 34 clusters Score -1.089436e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91847 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 133686 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 72046 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88448 members 
Mstep: Class 14 contains 3782 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17025 members 
Mstep: Class 20 contains 9394 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84809 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4101 members 
Mstep: Class 27 contains 11700 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30637 members 
Mstep: Class 31 contains 7882 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943632.000000 Penalty: 73429.796875
Iteration 252Q: 34 clusters Score -1.089436e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 18982 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 133685 members 
Mstep: Class 10 contains 9216 members 
Mstep: Class 11 contains 72050 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88449 members 
Mstep: Class 14 contains 3782 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17025 members 
Mstep: Class 20 contains 9393 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84809 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 11702 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30637 members 
Mstep: Class 31 contains 7883 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943648.000000 Penalty: 73429.796875
Iteration 253Q: 34 clusters Score -1.089436e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 18982 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 133688 members 
Mstep: Class 10 contains 9214 members 
Mstep: Class 11 contains 72045 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88450 members 
Mstep: Class 14 contains 3782 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17023 members 
Mstep: Class 20 contains 9394 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84808 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4094 members 
Mstep: Class 27 contains 11705 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30637 members 
Mstep: Class 31 contains 7884 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943648.000000 Penalty: 73429.796875
Iteration 254Q: 34 clusters Score -1.089436e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 18982 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 133689 members 
Mstep: Class 10 contains 9213 members 
Mstep: Class 11 contains 72045 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88447 members 
Mstep: Class 14 contains 3781 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17024 members 
Mstep: Class 20 contains 9395 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27609 members 
Mstep: Class 23 contains 84809 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4092 members 
Mstep: Class 27 contains 11706 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30637 members 
Mstep: Class 31 contains 7885 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943616.000000 Penalty: 73429.796875
Iteration 255Q: 34 clusters Score -1.089436e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 18982 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 133689 members 
Mstep: Class 10 contains 9213 members 
Mstep: Class 11 contains 72040 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88446 members 
Mstep: Class 14 contains 3780 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17024 members 
Mstep: Class 20 contains 9395 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27609 members 
Mstep: Class 23 contains 84809 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4092 members 
Mstep: Class 27 contains 11710 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30637 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943632.000000 Penalty: 73429.796875
Iteration 256Q: 34 clusters Score -1.089436e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 18982 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 133689 members 
Mstep: Class 10 contains 9214 members 
Mstep: Class 11 contains 72037 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88448 members 
Mstep: Class 14 contains 3780 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17023 members 
Mstep: Class 20 contains 9394 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27608 members 
Mstep: Class 23 contains 84810 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4090 members 
Mstep: Class 27 contains 11715 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30637 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943656.000000 Penalty: 73429.796875
Iteration 257Q: 34 clusters Score -1.089437e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 133691 members 
Mstep: Class 10 contains 9213 members 
Mstep: Class 11 contains 72037 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88447 members 
Mstep: Class 14 contains 3780 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17024 members 
Mstep: Class 20 contains 9394 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84807 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4088 members 
Mstep: Class 27 contains 11717 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30637 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943640.000000 Penalty: 73429.796875
Iteration 258Q: 34 clusters Score -1.089436e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 133692 members 
Mstep: Class 10 contains 9213 members 
Mstep: Class 11 contains 72037 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88448 members 
Mstep: Class 14 contains 3780 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17024 members 
Mstep: Class 20 contains 9394 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84805 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4085 members 
Mstep: Class 27 contains 11717 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30637 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943680.000000 Penalty: 73429.796875
Iteration 259Q: 34 clusters Score -1.089437e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 133695 members 
Mstep: Class 10 contains 9212 members 
Mstep: Class 11 contains 72036 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88448 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17023 members 
Mstep: Class 20 contains 9394 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27610 members 
Mstep: Class 23 contains 84801 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4085 members 
Mstep: Class 27 contains 11720 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30637 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943680.000000 Penalty: 73429.796875
Iteration 260F: 34 clusters Score -1.089437e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4443 members 
Mstep: Class 9 contains 133699 members 
Mstep: Class 10 contains 9211 members 
Mstep: Class 11 contains 72036 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88449 members 
Mstep: Class 14 contains 3777 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17026 members 
Mstep: Class 20 contains 9393 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84793 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4081 members 
Mstep: Class 27 contains 11724 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30636 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943688.000000 Penalty: 73429.796875
Iteration 261Q: 34 clusters Score -1.089437e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18984 members 
Mstep: Class 3 contains 27968 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4444 members 
Mstep: Class 9 contains 133701 members 
Mstep: Class 10 contains 9212 members 
Mstep: Class 11 contains 72029 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88451 members 
Mstep: Class 14 contains 3775 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17027 members 
Mstep: Class 20 contains 9396 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 84790 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4080 members 
Mstep: Class 27 contains 11722 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30636 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943728.000000 Penalty: 73429.796875
Iteration 262Q: 34 clusters Score -1.089437e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 27969 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23373 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4446 members 
Mstep: Class 9 contains 133703 members 
Mstep: Class 10 contains 9213 members 
Mstep: Class 11 contains 72024 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88452 members 
Mstep: Class 14 contains 3775 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17030 members 
Mstep: Class 20 contains 9399 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 84784 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 11726 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943648.000000 Penalty: 73429.796875
Iteration 263Q: 34 clusters Score -1.089436e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18982 members 
Mstep: Class 3 contains 27970 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23373 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133706 members 
Mstep: Class 10 contains 9214 members 
Mstep: Class 11 contains 72018 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88455 members 
Mstep: Class 14 contains 3774 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17030 members 
Mstep: Class 20 contains 9399 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 84774 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4071 members 
Mstep: Class 27 contains 11737 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943688.000000 Penalty: 73429.796875
Iteration 264Q: 34 clusters Score -1.089437e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18982 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23373 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133714 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 72012 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88456 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17030 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 84762 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11742 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943680.000000 Penalty: 73429.796875
Iteration 265Q: 34 clusters Score -1.089437e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18982 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133724 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 72007 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88457 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17030 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 84751 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 11747 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943728.000000 Penalty: 73429.796875
Iteration 266Q: 34 clusters Score -1.089437e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27971 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133735 members 
Mstep: Class 10 contains 9216 members 
Mstep: Class 11 contains 72001 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88459 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17030 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 84741 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11750 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943728.000000 Penalty: 73429.796875
Iteration 267Q: 34 clusters Score -1.089437e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27973 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133738 members 
Mstep: Class 10 contains 9216 members 
Mstep: Class 11 contains 71996 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88462 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17030 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27612 members 
Mstep: Class 23 contains 84738 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4070 members 
Mstep: Class 27 contains 11751 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943712.000000 Penalty: 73429.796875
Iteration 268Q: 34 clusters Score -1.089437e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27973 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133744 members 
Mstep: Class 10 contains 9216 members 
Mstep: Class 11 contains 71994 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88465 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17031 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84729 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11756 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943728.000000 Penalty: 73429.796875
Iteration 269Q: 34 clusters Score -1.089437e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27973 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133742 members 
Mstep: Class 10 contains 9216 members 
Mstep: Class 11 contains 71989 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88468 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17031 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84728 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11759 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943760.000000 Penalty: 73429.796875
Iteration 270Q: 34 clusters Score -1.089438e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27973 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133741 members 
Mstep: Class 10 contains 9216 members 
Mstep: Class 11 contains 71990 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88469 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26615 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17031 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84724 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11760 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943792.000000 Penalty: 73429.796875
Iteration 271Q: 34 clusters Score -1.089438e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27973 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133742 members 
Mstep: Class 10 contains 9216 members 
Mstep: Class 11 contains 71982 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88472 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17031 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84719 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11768 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943760.000000 Penalty: 73429.796875
Iteration 272Q: 34 clusters Score -1.089438e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27973 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133743 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 71975 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88475 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17031 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84713 members 
Mstep: Class 24 contains 7034 members 
Mstep: Class 25 contains 11425 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11775 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943808.000000 Penalty: 73429.796875
Iteration 273Q: 34 clusters Score -1.089438e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27973 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133747 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 71972 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88475 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17031 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84709 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11778 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943768.000000 Penalty: 73429.796875
Iteration 274Q: 34 clusters Score -1.089438e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27973 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133749 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 71970 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88474 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17032 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84706 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11779 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943760.000000 Penalty: 73429.796875
Iteration 275Q: 34 clusters Score -1.089438e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27973 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133750 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 71966 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88474 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17033 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84706 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11781 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943760.000000 Penalty: 73429.796875
Iteration 276Q: 34 clusters Score -1.089438e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 27973 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133750 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 71960 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88474 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17033 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84705 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11784 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943712.000000 Penalty: 73429.796875
Iteration 277Q: 34 clusters Score -1.089437e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27973 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133751 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 71954 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88475 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17033 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84704 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11791 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943768.000000 Penalty: 73429.796875
Iteration 278Q: 34 clusters Score -1.089438e+08 nChanged 14
Entering ConstructFrom: 
Score: -108943768.000000 Penalty: 73429.796875
Entering ConstructFrom: 
Trying to split cluster 1 (91844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Entering Unmasked Estep 
Score: -11728102.000000 Penalty: 1857.025146
	Iteration 0F: 2 clusters Score -1.17281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -11667928.000000 Penalty: 3714.050293
	Iteration 0F: 3 clusters Score -1.166793e+07 nChanged 43986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -11694602.000000 Penalty: 3714.050293
	Iteration 1F: 3 clusters Score -1.16946e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -11697002.000000 Penalty: 3714.050293
	Iteration 2F: 3 clusters Score -1.1697e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -11700452.000000 Penalty: 3714.050293
	Iteration 3F: 3 clusters Score -1.170045e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 61893 members 
Entering Unmasked Estep 
Score: -11704518.000000 Penalty: 3714.050293
	Iteration 4F: 3 clusters Score -1.170452e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -11708539.000000 Penalty: 3714.050293
	Iteration 5F: 3 clusters Score -1.170854e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -11711750.000000 Penalty: 3714.050293
	Iteration 6F: 3 clusters Score -1.171175e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 74926 members 
Entering Unmasked Estep 
Score: -11714227.000000 Penalty: 3714.050293
	Iteration 7Q: 3 clusters Score -1.171423e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 78699 members 
Entering Unmasked Estep 
Score: -11716367.000000 Penalty: 3714.050293
	Iteration 8Q: 3 clusters Score -1.171637e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 82227 members 
Entering Unmasked Estep 
Score: -11718729.000000 Penalty: 3714.050293
	Iteration 9Q: 3 clusters Score -1.171873e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -11721027.000000 Penalty: 3714.050293
	Iteration 10Q: 3 clusters Score -1.172103e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -11723268.000000 Penalty: 3714.050293
	Iteration 11Q: 3 clusters Score -1.172327e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -11724870.000000 Penalty: 3714.050293
	Iteration 12Q: 3 clusters Score -1.172487e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -11725742.000000 Penalty: 3714.050293
	Iteration 13Q: 3 clusters Score -1.172574e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 91382 members 
Entering Unmasked Estep 
Score: -11726128.000000 Penalty: 3714.050293
	Iteration 14Q: 3 clusters Score -1.172613e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 91534 members 
Entering Unmasked Estep 
Score: -11726282.000000 Penalty: 3714.050293
	Iteration 15Q: 3 clusters Score -1.172628e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 91602 members 
Entering Unmasked Estep 
Score: -11726380.000000 Penalty: 3714.050293
	Iteration 16Q: 3 clusters Score -1.172638e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -11726431.000000 Penalty: 3714.050293
	Iteration 17Q: 3 clusters Score -1.172643e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 91643 members 
Entering Unmasked Estep 
Score: -11726456.000000 Penalty: 3714.050293
	Iteration 18Q: 3 clusters Score -1.172646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 91653 members 
Entering Unmasked Estep 
Score: -11726472.000000 Penalty: 3714.050293
	Iteration 19Q: 3 clusters Score -1.172647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
Score: -11726494.000000 Penalty: 3714.050293
	Iteration 20F: 3 clusters Score -1.172649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 91660 members 
Entering Unmasked Estep 
Score: -11726515.000000 Penalty: 3714.050293
	Iteration 21Q: 3 clusters Score -1.172652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -11726523.000000 Penalty: 3714.050293
	Iteration 22Q: 3 clusters Score -1.172652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 91668 members 
Entering Unmasked Estep 
Score: -11726536.000000 Penalty: 3714.050293
	Iteration 23Q: 3 clusters Score -1.172654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 91671 members 
Entering Unmasked Estep 
Score: -11726538.000000 Penalty: 3714.050293
	Iteration 24Q: 3 clusters Score -1.172654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 91673 members 
Entering Unmasked Estep 
Score: -11726537.000000 Penalty: 3714.050293
	Iteration 25Q: 3 clusters Score -1.172654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 91673 members 
Entering Unmasked Estep 
Score: -11726537.000000 Penalty: 3714.050293
	Iteration 26F: 3 clusters Score -1.172654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Entering Unmasked Estep 
Score: -2254646.500000 Penalty: 1600.810425
	Iteration 0F: 2 clusters Score -2254646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2241554.250000 Penalty: 3201.620850
	Iteration 0F: 3 clusters Score -2241554 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2246413.250000 Penalty: 3201.620850
	Iteration 1F: 3 clusters Score -2246413 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2247136.500000 Penalty: 3201.620850
	Iteration 2F: 3 clusters Score -2247136 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2247920.750000 Penalty: 3201.620850
	Iteration 3F: 3 clusters Score -2247921 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2248662.750000 Penalty: 3201.620850
	Iteration 4F: 3 clusters Score -2248663 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2249372.500000 Penalty: 3201.620850
	Iteration 5F: 3 clusters Score -2249372 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2250155.750000 Penalty: 3201.620850
	Iteration 6F: 3 clusters Score -2250156 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2250880.750000 Penalty: 3201.620850
	Iteration 7F: 3 clusters Score -2250881 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2251502.250000 Penalty: 3201.620850
	Iteration 8Q: 3 clusters Score -2251502 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2251912.000000 Penalty: 3201.620850
	Iteration 9Q: 3 clusters Score -2251912 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2252248.750000 Penalty: 3201.620850
	Iteration 10Q: 3 clusters Score -2252249 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2252505.000000 Penalty: 3201.620850
	Iteration 11Q: 3 clusters Score -2252505 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2252731.000000 Penalty: 3201.620850
	Iteration 12Q: 3 clusters Score -2252731 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2252919.750000 Penalty: 3201.620850
	Iteration 13Q: 3 clusters Score -2252920 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2253101.000000 Penalty: 3201.620850
	Iteration 14Q: 3 clusters Score -2253101 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2253255.500000 Penalty: 3201.620850
	Iteration 15Q: 3 clusters Score -2253256 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2253369.500000 Penalty: 3201.620850
	Iteration 16Q: 3 clusters Score -2253370 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2253449.250000 Penalty: 3201.620850
	Iteration 17Q: 3 clusters Score -2253449 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2253507.250000 Penalty: 3201.620850
	Iteration 18Q: 3 clusters Score -2253507 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2253553.750000 Penalty: 3201.620850
	Iteration 19Q: 3 clusters Score -2253554 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2253583.250000 Penalty: 3201.620850
	Iteration 20F: 3 clusters Score -2253583 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2253607.750000 Penalty: 3201.620850
	Iteration 21Q: 3 clusters Score -2253608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2253615.500000 Penalty: 3201.620850
	Iteration 22Q: 3 clusters Score -2253616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2253637.750000 Penalty: 3201.620850
	Iteration 23Q: 3 clusters Score -2253638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2253652.000000 Penalty: 3201.620850
	Iteration 24Q: 3 clusters Score -2253652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2253669.500000 Penalty: 3201.620850
	Iteration 25Q: 3 clusters Score -2253670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2253680.750000 Penalty: 3201.620850
	Iteration 26Q: 3 clusters Score -2253681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2253688.500000 Penalty: 3201.620850
	Iteration 27Q: 3 clusters Score -2253688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2253688.500000 Penalty: 3201.620850
	Iteration 28Q: 3 clusters Score -2253688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2253695.250000 Penalty: 3201.620850
	Iteration 29Q: 3 clusters Score -2253695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2253693.000000 Penalty: 3201.620850
	Iteration 30Q: 3 clusters Score -2253693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2253695.750000 Penalty: 3201.620850
	Iteration 31Q: 3 clusters Score -2253696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2253699.750000 Penalty: 3201.620850
	Iteration 32Q: 3 clusters Score -2253700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2253706.750000 Penalty: 3201.620850
	Iteration 33Q: 3 clusters Score -2253707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2253715.500000 Penalty: 3201.620850
	Iteration 34Q: 3 clusters Score -2253716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2253721.250000 Penalty: 3201.620850
	Iteration 35Q: 3 clusters Score -2253721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2253726.000000 Penalty: 3201.620850
	Iteration 36Q: 3 clusters Score -2253726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2253732.750000 Penalty: 3201.620850
	Iteration 37Q: 3 clusters Score -2253733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2253738.000000 Penalty: 3201.620850
	Iteration 38Q: 3 clusters Score -2253738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2253738.750000 Penalty: 3201.620850
	Iteration 39Q: 3 clusters Score -2253739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2253743.000000 Penalty: 3201.620850
	Iteration 40F: 3 clusters Score -2253743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2253747.250000 Penalty: 3201.620850
	Iteration 41Q: 3 clusters Score -2253747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2253750.000000 Penalty: 3201.620850
	Iteration 42Q: 3 clusters Score -2253750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2253753.250000 Penalty: 3201.620850
	Iteration 43Q: 3 clusters Score -2253753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2253752.750000 Penalty: 3201.620850
	Iteration 44Q: 3 clusters Score -2253753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2253756.250000 Penalty: 3201.620850
	Iteration 45Q: 3 clusters Score -2253756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2253754.000000 Penalty: 3201.620850
	Iteration 46Q: 3 clusters Score -2253754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2253753.500000 Penalty: 3201.620850
	Iteration 47Q: 3 clusters Score -2253754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2253754.000000 Penalty: 3201.620850
	Iteration 48Q: 3 clusters Score -2253754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2253754.750000 Penalty: 3201.620850
	Iteration 49Q: 3 clusters Score -2253755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2253754.500000 Penalty: 3201.620850
	Iteration 50Q: 3 clusters Score -2253754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2253758.250000 Penalty: 3201.620850
	Iteration 51Q: 3 clusters Score -2253758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2253757.750000 Penalty: 3201.620850
	Iteration 52Q: 3 clusters Score -2253758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2253757.750000 Penalty: 3201.620850
	Iteration 53Q: 3 clusters Score -2253758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2253757.250000 Penalty: 3201.620850
	Iteration 54Q: 3 clusters Score -2253757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2253757.500000 Penalty: 3201.620850
	Iteration 55Q: 3 clusters Score -2253758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2253759.750000 Penalty: 3201.620850
	Iteration 56Q: 3 clusters Score -2253760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2253763.500000 Penalty: 3201.620850
	Iteration 57Q: 3 clusters Score -2253764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2253762.750000 Penalty: 3201.620850
	Iteration 58Q: 3 clusters Score -2253763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2253761.500000 Penalty: 3201.620850
	Iteration 59Q: 3 clusters Score -2253762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2253763.500000 Penalty: 3201.620850
	Iteration 60F: 3 clusters Score -2253764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2253766.000000 Penalty: 3201.620850
	Iteration 61Q: 3 clusters Score -2253766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2253766.000000 Penalty: 3201.620850
	Iteration 62F: 3 clusters Score -2253766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Entering Unmasked Estep 
Score: -3565951.000000 Penalty: 1663.830933
	Iteration 0F: 2 clusters Score -3565951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3547106.750000 Penalty: 3327.661865
	Iteration 0F: 3 clusters Score -3547107 nChanged 12926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3554120.750000 Penalty: 3327.661865
	Iteration 1F: 3 clusters Score -3554121 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3554493.500000 Penalty: 3327.661865
	Iteration 2Q: 3 clusters Score -3554494 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3554888.000000 Penalty: 3327.661865
	Iteration 3Q: 3 clusters Score -3554888 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3555351.500000 Penalty: 3327.661865
	Iteration 4Q: 3 clusters Score -3555352 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3555990.250000 Penalty: 3327.661865
	Iteration 5Q: 3 clusters Score -3555990 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -3556856.500000 Penalty: 3327.661865
	Iteration 6F: 3 clusters Score -3556856 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -3558023.250000 Penalty: 3327.661865
	Iteration 7F: 3 clusters Score -3558023 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3559543.000000 Penalty: 3327.661865
	Iteration 8F: 3 clusters Score -3559543 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3561093.250000 Penalty: 3327.661865
	Iteration 9F: 3 clusters Score -3561093 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3562363.250000 Penalty: 3327.661865
	Iteration 10Q: 3 clusters Score -3562363 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -3563295.500000 Penalty: 3327.661865
	Iteration 11Q: 3 clusters Score -3563296 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3563955.000000 Penalty: 3327.661865
	Iteration 12Q: 3 clusters Score -3563955 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3564324.000000 Penalty: 3327.661865
	Iteration 13Q: 3 clusters Score -3564324 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3564509.000000 Penalty: 3327.661865
	Iteration 14Q: 3 clusters Score -3564509 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3564602.250000 Penalty: 3327.661865
	Iteration 15Q: 3 clusters Score -3564602 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3564657.750000 Penalty: 3327.661865
	Iteration 16Q: 3 clusters Score -3564658 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -3564675.250000 Penalty: 3327.661865
	Iteration 17Q: 3 clusters Score -3564675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3564683.750000 Penalty: 3327.661865
	Iteration 18Q: 3 clusters Score -3564684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3564697.000000 Penalty: 3327.661865
	Iteration 19Q: 3 clusters Score -3564697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -3564692.250000 Penalty: 3327.661865
	Iteration 20F: 3 clusters Score -3564692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3564702.750000 Penalty: 3327.661865
	Iteration 21Q: 3 clusters Score -3564703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3564700.750000 Penalty: 3327.661865
	Iteration 22Q: 3 clusters Score -3564701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3564703.250000 Penalty: 3327.661865
	Iteration 23Q: 3 clusters Score -3564703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3564711.250000 Penalty: 3327.661865
	Iteration 24Q: 3 clusters Score -3564711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3564712.000000 Penalty: 3327.661865
	Iteration 25Q: 3 clusters Score -3564712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -3564712.500000 Penalty: 3327.661865
	Iteration 26Q: 3 clusters Score -3564712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3564710.000000 Penalty: 3327.661865
	Iteration 27Q: 3 clusters Score -3564710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3564723.750000 Penalty: 3327.661865
	Iteration 28Q: 3 clusters Score -3564724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3564730.250000 Penalty: 3327.661865
	Iteration 29Q: 3 clusters Score -3564730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -3564732.750000 Penalty: 3327.661865
	Iteration 30Q: 3 clusters Score -3564733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3564729.750000 Penalty: 3327.661865
	Iteration 31Q: 3 clusters Score -3564730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3564734.000000 Penalty: 3327.661865
	Iteration 32Q: 3 clusters Score -3564734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -3564736.000000 Penalty: 3327.661865
	Iteration 33Q: 3 clusters Score -3564736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3564733.750000 Penalty: 3327.661865
	Iteration 34Q: 3 clusters Score -3564734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3564733.250000 Penalty: 3327.661865
	Iteration 35Q: 3 clusters Score -3564733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3564734.750000 Penalty: 3327.661865
	Iteration 36Q: 3 clusters Score -3564735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3564737.750000 Penalty: 3327.661865
	Iteration 37Q: 3 clusters Score -3564738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3564737.750000 Penalty: 3327.661865
	Iteration 38F: 3 clusters Score -3564738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -154747.140625 Penalty: 1161.861450
	Iteration 0F: 2 clusters Score -154747.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -153139.140625 Penalty: 2323.722900
	Iteration 0F: 3 clusters Score -153139.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -153440.156250 Penalty: 2323.722900
	Iteration 1F: 3 clusters Score -153440.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -153521.015625 Penalty: 2323.722900
	Iteration 2F: 3 clusters Score -153521 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -153581.640625 Penalty: 2323.722900
	Iteration 3Q: 3 clusters Score -153581.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -153610.156250 Penalty: 2323.722900
	Iteration 4Q: 3 clusters Score -153610.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -153629.953125 Penalty: 2323.722900
	Iteration 5Q: 3 clusters Score -153630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -153645.437500 Penalty: 2323.722900
	Iteration 6Q: 3 clusters Score -153645.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -153658.750000 Penalty: 2323.722900
	Iteration 7Q: 3 clusters Score -153658.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -153676.203125 Penalty: 2323.722900
	Iteration 8Q: 3 clusters Score -153676.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -153691.750000 Penalty: 2323.722900
	Iteration 9Q: 3 clusters Score -153691.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -153698.656250 Penalty: 2323.722900
	Iteration 10Q: 3 clusters Score -153698.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -153703.046875 Penalty: 2323.722900
	Iteration 11Q: 3 clusters Score -153703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -153706.953125 Penalty: 2323.722900
	Iteration 12Q: 3 clusters Score -153707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -153712.546875 Penalty: 2323.722900
	Iteration 13Q: 3 clusters Score -153712.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -153715.937500 Penalty: 2323.722900
	Iteration 14Q: 3 clusters Score -153715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -153719.187500 Penalty: 2323.722900
	Iteration 15Q: 3 clusters Score -153719.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -153721.406250 Penalty: 2323.722900
	Iteration 16Q: 3 clusters Score -153721.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -153723.984375 Penalty: 2323.722900
	Iteration 17Q: 3 clusters Score -153724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -153726.375000 Penalty: 2323.722900
	Iteration 18Q: 3 clusters Score -153726.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -153728.656250 Penalty: 2323.722900
	Iteration 19Q: 3 clusters Score -153728.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -153732.859375 Penalty: 2323.722900
	Iteration 20F: 3 clusters Score -153732.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -153735.500000 Penalty: 2323.722900
	Iteration 21Q: 3 clusters Score -153735.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -153739.953125 Penalty: 2323.722900
	Iteration 22Q: 3 clusters Score -153740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -153744.921875 Penalty: 2323.722900
	Iteration 23Q: 3 clusters Score -153744.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -153748.546875 Penalty: 2323.722900
	Iteration 24Q: 3 clusters Score -153748.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -153753.515625 Penalty: 2323.722900
	Iteration 25Q: 3 clusters Score -153753.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -153754.984375 Penalty: 2323.722900
	Iteration 26Q: 3 clusters Score -153755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -153756.640625 Penalty: 2323.722900
	Iteration 27Q: 3 clusters Score -153756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -153757.531250 Penalty: 2323.722900
	Iteration 28Q: 3 clusters Score -153757.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -153758.250000 Penalty: 2323.722900
	Iteration 29Q: 3 clusters Score -153758.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -153758.843750 Penalty: 2323.722900
	Iteration 30Q: 3 clusters Score -153758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -153759.468750 Penalty: 2323.722900
	Iteration 31Q: 3 clusters Score -153759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -153759.718750 Penalty: 2323.722900
	Iteration 32Q: 3 clusters Score -153759.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -153759.718750 Penalty: 2323.722900
	Iteration 33F: 3 clusters Score -153759.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Entering Unmasked Estep 
Score: -474685.781250 Penalty: 1339.105469
	Iteration 0F: 2 clusters Score -474685.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -471503.843750 Penalty: 2678.210938
	Iteration 0F: 3 clusters Score -471503.8 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -472286.500000 Penalty: 2678.210938
	Iteration 1F: 3 clusters Score -472286.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -472451.062500 Penalty: 2678.210938
	Iteration 2F: 3 clusters Score -472451.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -472601.562500 Penalty: 2678.210938
	Iteration 3F: 3 clusters Score -472601.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -472799.531250 Penalty: 2678.210938
	Iteration 4F: 3 clusters Score -472799.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -473047.875000 Penalty: 2678.210938
	Iteration 5F: 3 clusters Score -473047.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -473313.937500 Penalty: 2678.210938
	Iteration 6F: 3 clusters Score -473313.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -473567.562500 Penalty: 2678.210938
	Iteration 7F: 3 clusters Score -473567.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -473751.656250 Penalty: 2678.210938
	Iteration 8F: 3 clusters Score -473751.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -473841.843750 Penalty: 2678.210938
	Iteration 9Q: 3 clusters Score -473841.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -473877.843750 Penalty: 2678.210938
	Iteration 10Q: 3 clusters Score -473877.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -473901.875000 Penalty: 2678.210938
	Iteration 11Q: 3 clusters Score -473901.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -473917.125000 Penalty: 2678.210938
	Iteration 12Q: 3 clusters Score -473917.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -473927.656250 Penalty: 2678.210938
	Iteration 13Q: 3 clusters Score -473927.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -473933.562500 Penalty: 2678.210938
	Iteration 14Q: 3 clusters Score -473933.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -473938.687500 Penalty: 2678.210938
	Iteration 15Q: 3 clusters Score -473938.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -473941.625000 Penalty: 2678.210938
	Iteration 16Q: 3 clusters Score -473941.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -473946.625000 Penalty: 2678.210938
	Iteration 17Q: 3 clusters Score -473946.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -473948.343750 Penalty: 2678.210938
	Iteration 18Q: 3 clusters Score -473948.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -473950.250000 Penalty: 2678.210938
	Iteration 19Q: 3 clusters Score -473950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -473950.312500 Penalty: 2678.210938
	Iteration 20F: 3 clusters Score -473950.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -473951.062500 Penalty: 2678.210938
	Iteration 21Q: 3 clusters Score -473951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -473951.062500 Penalty: 2678.210938
	Iteration 22F: 3 clusters Score -473951.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Entering Unmasked Estep 
Score: -2923446.250000 Penalty: 1634.656128
	Iteration 0F: 2 clusters Score -2923446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2907446.500000 Penalty: 3269.312256
	Iteration 0F: 3 clusters Score -2907446 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2913247.250000 Penalty: 3269.312256
	Iteration 1F: 3 clusters Score -2913247 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2913623.750000 Penalty: 3269.312256
	Iteration 2Q: 3 clusters Score -2913624 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2913973.750000 Penalty: 3269.312256
	Iteration 3Q: 3 clusters Score -2913974 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2914387.500000 Penalty: 3269.312256
	Iteration 4Q: 3 clusters Score -2914388 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2914905.750000 Penalty: 3269.312256
	Iteration 5Q: 3 clusters Score -2914906 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2915580.250000 Penalty: 3269.312256
	Iteration 6F: 3 clusters Score -2915580 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2916277.750000 Penalty: 3269.312256
	Iteration 7F: 3 clusters Score -2916278 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2916933.250000 Penalty: 3269.312256
	Iteration 8F: 3 clusters Score -2916933 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2917480.750000 Penalty: 3269.312256
	Iteration 9Q: 3 clusters Score -2917481 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2917989.000000 Penalty: 3269.312256
	Iteration 10Q: 3 clusters Score -2917989 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2918415.250000 Penalty: 3269.312256
	Iteration 11Q: 3 clusters Score -2918415 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2918831.250000 Penalty: 3269.312256
	Iteration 12Q: 3 clusters Score -2918831 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2919269.000000 Penalty: 3269.312256
	Iteration 13Q: 3 clusters Score -2919269 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2919700.500000 Penalty: 3269.312256
	Iteration 14Q: 3 clusters Score -2919700 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2920131.000000 Penalty: 3269.312256
	Iteration 15Q: 3 clusters Score -2920131 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2920522.500000 Penalty: 3269.312256
	Iteration 16Q: 3 clusters Score -2920522 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2920879.250000 Penalty: 3269.312256
	Iteration 17Q: 3 clusters Score -2920879 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2921166.250000 Penalty: 3269.312256
	Iteration 18Q: 3 clusters Score -2921166 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2921389.750000 Penalty: 3269.312256
	Iteration 19Q: 3 clusters Score -2921390 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2921610.250000 Penalty: 3269.312256
	Iteration 20F: 3 clusters Score -2921610 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2921765.500000 Penalty: 3269.312256
	Iteration 21Q: 3 clusters Score -2921766 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2921883.750000 Penalty: 3269.312256
	Iteration 22Q: 3 clusters Score -2921884 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2921949.000000 Penalty: 3269.312256
	Iteration 23Q: 3 clusters Score -2921949 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2922007.000000 Penalty: 3269.312256
	Iteration 24Q: 3 clusters Score -2922007 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2922042.500000 Penalty: 3269.312256
	Iteration 25Q: 3 clusters Score -2922042 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2922063.500000 Penalty: 3269.312256
	Iteration 26Q: 3 clusters Score -2922064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2922091.500000 Penalty: 3269.312256
	Iteration 27Q: 3 clusters Score -2922092 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2922116.750000 Penalty: 3269.312256
	Iteration 28Q: 3 clusters Score -2922117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2922132.250000 Penalty: 3269.312256
	Iteration 29Q: 3 clusters Score -2922132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2922147.500000 Penalty: 3269.312256
	Iteration 30Q: 3 clusters Score -2922148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2922161.000000 Penalty: 3269.312256
	Iteration 31Q: 3 clusters Score -2922161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2922180.250000 Penalty: 3269.312256
	Iteration 32Q: 3 clusters Score -2922180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2922183.000000 Penalty: 3269.312256
	Iteration 33Q: 3 clusters Score -2922183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2922190.000000 Penalty: 3269.312256
	Iteration 34Q: 3 clusters Score -2922190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2922196.750000 Penalty: 3269.312256
	Iteration 35Q: 3 clusters Score -2922197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2922202.500000 Penalty: 3269.312256
	Iteration 36Q: 3 clusters Score -2922202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2922206.750000 Penalty: 3269.312256
	Iteration 37Q: 3 clusters Score -2922207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2922208.500000 Penalty: 3269.312256
	Iteration 38Q: 3 clusters Score -2922208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2922208.000000 Penalty: 3269.312256
	Iteration 39Q: 3 clusters Score -2922208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2922214.000000 Penalty: 3269.312256
	Iteration 40F: 3 clusters Score -2922214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2922216.250000 Penalty: 3269.312256
	Iteration 41Q: 3 clusters Score -2922216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2922218.750000 Penalty: 3269.312256
	Iteration 42Q: 3 clusters Score -2922219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2922220.500000 Penalty: 3269.312256
	Iteration 43Q: 3 clusters Score -2922220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2922219.250000 Penalty: 3269.312256
	Iteration 44Q: 3 clusters Score -2922219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2922221.250000 Penalty: 3269.312256
	Iteration 45Q: 3 clusters Score -2922221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2922220.500000 Penalty: 3269.312256
	Iteration 46Q: 3 clusters Score -2922220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2922220.000000 Penalty: 3269.312256
	Iteration 47Q: 3 clusters Score -2922220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2922221.500000 Penalty: 3269.312256
	Iteration 48Q: 3 clusters Score -2922222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2922222.750000 Penalty: 3269.312256
	Iteration 49Q: 3 clusters Score -2922223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2922222.750000 Penalty: 3269.312256
	Iteration 50F: 3 clusters Score -2922223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -109045.523438 Penalty: 1120.548462
	Iteration 0F: 2 clusters Score -109045.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -107648.281250 Penalty: 2241.096924
	Iteration 0F: 3 clusters Score -107648.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -107962.023438 Penalty: 2241.096924
	Iteration 1F: 3 clusters Score -107962 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -108090.085938 Penalty: 2241.096924
	Iteration 2F: 3 clusters Score -108090.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -108223.570312 Penalty: 2241.096924
	Iteration 3F: 3 clusters Score -108223.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -108362.585938 Penalty: 2241.096924
	Iteration 4F: 3 clusters Score -108362.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -108487.820312 Penalty: 2241.096924
	Iteration 5F: 3 clusters Score -108487.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -108660.882812 Penalty: 2241.096924
	Iteration 6F: 3 clusters Score -108660.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -108797.750000 Penalty: 2241.096924
	Iteration 7Q: 3 clusters Score -108797.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -108915.281250 Penalty: 2241.096924
	Iteration 8Q: 3 clusters Score -108915.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -108992.968750 Penalty: 2241.096924
	Iteration 9Q: 3 clusters Score -108993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -109061.882812 Penalty: 2241.096924
	Iteration 10Q: 3 clusters Score -109061.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -109088.968750 Penalty: 2241.096924
	Iteration 11Q: 3 clusters Score -109089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -109098.460938 Penalty: 2241.096924
	Iteration 12Q: 3 clusters Score -109098.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -109103.203125 Penalty: 2241.096924
	Iteration 13Q: 3 clusters Score -109103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -109105.937500 Penalty: 2241.096924
	Iteration 14Q: 3 clusters Score -109105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -109106.734375 Penalty: 2241.096924
	Iteration 15Q: 3 clusters Score -109106.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -109106.734375 Penalty: 2241.096924
	Iteration 16F: 3 clusters Score -109106.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 18980 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133750 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 71952 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88477 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17033 members 
Mstep: Class 20 contains 9396 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84703 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11795 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133471 members 
Mstep: Class 34 contains 709 members 
Entering Unmasked Estep 
Score: -108942648.000000 Penalty: 75654.937500
Splitting cluster 7 changes total score from -108943768.000000 to -108942648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -561313.875000 Penalty: 1364.997559
	Iteration 0F: 2 clusters Score -561313.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -557691.437500 Penalty: 2729.995117
	Iteration 0F: 3 clusters Score -557691.4 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -558659.062500 Penalty: 2729.995117
	Iteration 1F: 3 clusters Score -558659.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -558781.250000 Penalty: 2729.995117
	Iteration 2F: 3 clusters Score -558781.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -558851.875000 Penalty: 2729.995117
	Iteration 3Q: 3 clusters Score -558851.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -558911.812500 Penalty: 2729.995117
	Iteration 4Q: 3 clusters Score -558911.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -558950.937500 Penalty: 2729.995117
	Iteration 5Q: 3 clusters Score -558950.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -558981.687500 Penalty: 2729.995117
	Iteration 6Q: 3 clusters Score -558981.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -559007.375000 Penalty: 2729.995117
	Iteration 7Q: 3 clusters Score -559007.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -559025.937500 Penalty: 2729.995117
	Iteration 8Q: 3 clusters Score -559025.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -559038.812500 Penalty: 2729.995117
	Iteration 9Q: 3 clusters Score -559038.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -559052.875000 Penalty: 2729.995117
	Iteration 10Q: 3 clusters Score -559052.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -559065.812500 Penalty: 2729.995117
	Iteration 11Q: 3 clusters Score -559065.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -559072.812500 Penalty: 2729.995117
	Iteration 12Q: 3 clusters Score -559072.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -559080.937500 Penalty: 2729.995117
	Iteration 13Q: 3 clusters Score -559080.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -559090.625000 Penalty: 2729.995117
	Iteration 14Q: 3 clusters Score -559090.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -559101.812500 Penalty: 2729.995117
	Iteration 15Q: 3 clusters Score -559101.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -559110.750000 Penalty: 2729.995117
	Iteration 16Q: 3 clusters Score -559110.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -559122.812500 Penalty: 2729.995117
	Iteration 17Q: 3 clusters Score -559122.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -559133.375000 Penalty: 2729.995117
	Iteration 18Q: 3 clusters Score -559133.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -559148.812500 Penalty: 2729.995117
	Iteration 19Q: 3 clusters Score -559148.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -559168.562500 Penalty: 2729.995117
	Iteration 20F: 3 clusters Score -559168.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -559194.312500 Penalty: 2729.995117
	Iteration 21Q: 3 clusters Score -559194.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -559217.875000 Penalty: 2729.995117
	Iteration 22Q: 3 clusters Score -559217.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -559243.500000 Penalty: 2729.995117
	Iteration 23Q: 3 clusters Score -559243.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -559281.187500 Penalty: 2729.995117
	Iteration 24Q: 3 clusters Score -559281.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -559326.312500 Penalty: 2729.995117
	Iteration 25Q: 3 clusters Score -559326.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -559369.250000 Penalty: 2729.995117
	Iteration 26Q: 3 clusters Score -559369.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -559408.812500 Penalty: 2729.995117
	Iteration 27Q: 3 clusters Score -559408.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -559451.250000 Penalty: 2729.995117
	Iteration 28Q: 3 clusters Score -559451.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -559495.375000 Penalty: 2729.995117
	Iteration 29Q: 3 clusters Score -559495.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -559538.750000 Penalty: 2729.995117
	Iteration 30Q: 3 clusters Score -559538.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -559582.687500 Penalty: 2729.995117
	Iteration 31Q: 3 clusters Score -559582.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -559617.937500 Penalty: 2729.995117
	Iteration 32Q: 3 clusters Score -559617.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -559648.000000 Penalty: 2729.995117
	Iteration 33Q: 3 clusters Score -559648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -559672.812500 Penalty: 2729.995117
	Iteration 34Q: 3 clusters Score -559672.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -559695.000000 Penalty: 2729.995117
	Iteration 35Q: 3 clusters Score -559695 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -559721.562500 Penalty: 2729.995117
	Iteration 36Q: 3 clusters Score -559721.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -559738.687500 Penalty: 2729.995117
	Iteration 37Q: 3 clusters Score -559738.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -559759.500000 Penalty: 2729.995117
	Iteration 38Q: 3 clusters Score -559759.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -559783.250000 Penalty: 2729.995117
	Iteration 39Q: 3 clusters Score -559783.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -559809.750000 Penalty: 2729.995117
	Iteration 40F: 3 clusters Score -559809.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -559831.875000 Penalty: 2729.995117
	Iteration 41Q: 3 clusters Score -559831.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -559853.875000 Penalty: 2729.995117
	Iteration 42Q: 3 clusters Score -559853.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -559868.875000 Penalty: 2729.995117
	Iteration 43Q: 3 clusters Score -559868.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -559882.562500 Penalty: 2729.995117
	Iteration 44Q: 3 clusters Score -559882.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -559893.562500 Penalty: 2729.995117
	Iteration 45Q: 3 clusters Score -559893.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -559904.062500 Penalty: 2729.995117
	Iteration 46Q: 3 clusters Score -559904.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -559915.687500 Penalty: 2729.995117
	Iteration 47Q: 3 clusters Score -559915.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -559929.687500 Penalty: 2729.995117
	Iteration 48Q: 3 clusters Score -559929.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -559943.375000 Penalty: 2729.995117
	Iteration 49Q: 3 clusters Score -559943.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -559954.750000 Penalty: 2729.995117
	Iteration 50Q: 3 clusters Score -559954.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -559963.812500 Penalty: 2729.995117
	Iteration 51Q: 3 clusters Score -559963.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -559973.875000 Penalty: 2729.995117
	Iteration 52Q: 3 clusters Score -559973.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -559982.062500 Penalty: 2729.995117
	Iteration 53Q: 3 clusters Score -559982.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -559993.312500 Penalty: 2729.995117
	Iteration 54Q: 3 clusters Score -559993.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -560002.125000 Penalty: 2729.995117
	Iteration 55Q: 3 clusters Score -560002.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -560008.250000 Penalty: 2729.995117
	Iteration 56Q: 3 clusters Score -560008.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -560019.062500 Penalty: 2729.995117
	Iteration 57Q: 3 clusters Score -560019.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -560025.375000 Penalty: 2729.995117
	Iteration 58Q: 3 clusters Score -560025.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -560034.062500 Penalty: 2729.995117
	Iteration 59Q: 3 clusters Score -560034.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -560039.500000 Penalty: 2729.995117
	Iteration 60F: 3 clusters Score -560039.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -560049.500000 Penalty: 2729.995117
	Iteration 61Q: 3 clusters Score -560049.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -560054.937500 Penalty: 2729.995117
	Iteration 62Q: 3 clusters Score -560054.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -560059.687500 Penalty: 2729.995117
	Iteration 63Q: 3 clusters Score -560059.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -560063.250000 Penalty: 2729.995117
	Iteration 64Q: 3 clusters Score -560063.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -560065.937500 Penalty: 2729.995117
	Iteration 65Q: 3 clusters Score -560065.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -560070.500000 Penalty: 2729.995117
	Iteration 66Q: 3 clusters Score -560070.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -560071.375000 Penalty: 2729.995117
	Iteration 67Q: 3 clusters Score -560071.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -560073.937500 Penalty: 2729.995117
	Iteration 68Q: 3 clusters Score -560073.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -560075.062500 Penalty: 2729.995117
	Iteration 69Q: 3 clusters Score -560075.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -560081.937500 Penalty: 2729.995117
	Iteration 70Q: 3 clusters Score -560081.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -560084.875000 Penalty: 2729.995117
	Iteration 71Q: 3 clusters Score -560084.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -560086.375000 Penalty: 2729.995117
	Iteration 72Q: 3 clusters Score -560086.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -560087.500000 Penalty: 2729.995117
	Iteration 73Q: 3 clusters Score -560087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -560088.500000 Penalty: 2729.995117
	Iteration 74Q: 3 clusters Score -560088.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -560090.937500 Penalty: 2729.995117
	Iteration 75Q: 3 clusters Score -560090.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -560092.312500 Penalty: 2729.995117
	Iteration 76Q: 3 clusters Score -560092.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -560093.187500 Penalty: 2729.995117
	Iteration 77Q: 3 clusters Score -560093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -560094.875000 Penalty: 2729.995117
	Iteration 78Q: 3 clusters Score -560094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -560096.062500 Penalty: 2729.995117
	Iteration 79Q: 3 clusters Score -560096.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -560096.062500 Penalty: 2729.995117
	Iteration 80F: 3 clusters Score -560096.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (133750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133750 members 
Entering Unmasked Estep 
Score: -17101264.000000 Penalty: 1918.105835
	Iteration 0F: 2 clusters Score -1.710126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66969 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -17020286.000000 Penalty: 3836.211670
	Iteration 0F: 3 clusters Score -1.702029e+07 nChanged 64404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 64725 members 
Entering Unmasked Estep 
Score: -17057628.000000 Penalty: 3836.211670
	Iteration 1F: 3 clusters Score -1.705763e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70375 members 
Mstep: Class 2 contains 63375 members 
Entering Unmasked Estep 
Score: -17058798.000000 Penalty: 3836.211670
	Iteration 2Q: 3 clusters Score -1.70588e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72392 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -17060374.000000 Penalty: 3836.211670
	Iteration 3Q: 3 clusters Score -1.706037e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75380 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -17062498.000000 Penalty: 3836.211670
	Iteration 4Q: 3 clusters Score -1.70625e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79534 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -17065524.000000 Penalty: 3836.211670
	Iteration 5Q: 3 clusters Score -1.706552e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -17069628.000000 Penalty: 3836.211670
	Iteration 6F: 3 clusters Score -1.706963e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91395 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -17074770.000000 Penalty: 3836.211670
	Iteration 7F: 3 clusters Score -1.707477e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98559 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -17080180.000000 Penalty: 3836.211670
	Iteration 8F: 3 clusters Score -1.708018e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105277 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -17084986.000000 Penalty: 3836.211670
	Iteration 9F: 3 clusters Score -1.708499e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111155 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -17089490.000000 Penalty: 3836.211670
	Iteration 10Q: 3 clusters Score -1.708949e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115918 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -17093064.000000 Penalty: 3836.211670
	Iteration 11Q: 3 clusters Score -1.709306e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119553 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -17095240.000000 Penalty: 3836.211670
	Iteration 12Q: 3 clusters Score -1.709524e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122402 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -17096654.000000 Penalty: 3836.211670
	Iteration 13Q: 3 clusters Score -1.709665e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124617 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -17097610.000000 Penalty: 3836.211670
	Iteration 14Q: 3 clusters Score -1.709761e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126401 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -17098336.000000 Penalty: 3836.211670
	Iteration 15Q: 3 clusters Score -1.709834e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127812 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -17098686.000000 Penalty: 3836.211670
	Iteration 16Q: 3 clusters Score -1.709869e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128954 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -17098996.000000 Penalty: 3836.211670
	Iteration 17Q: 3 clusters Score -1.7099e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129826 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -17099138.000000 Penalty: 3836.211670
	Iteration 18Q: 3 clusters Score -1.709914e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130509 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -17099286.000000 Penalty: 3836.211670
	Iteration 19Q: 3 clusters Score -1.709929e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131025 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -17099442.000000 Penalty: 3836.211670
	Iteration 20F: 3 clusters Score -1.709944e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131415 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -17099504.000000 Penalty: 3836.211670
	Iteration 21Q: 3 clusters Score -1.70995e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131724 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -17099606.000000 Penalty: 3836.211670
	Iteration 22Q: 3 clusters Score -1.709961e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131959 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -17099648.000000 Penalty: 3836.211670
	Iteration 23Q: 3 clusters Score -1.709965e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132153 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -17099672.000000 Penalty: 3836.211670
	Iteration 24Q: 3 clusters Score -1.709967e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132303 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -17099726.000000 Penalty: 3836.211670
	Iteration 25Q: 3 clusters Score -1.709973e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132425 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -17099740.000000 Penalty: 3836.211670
	Iteration 26Q: 3 clusters Score -1.709974e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132509 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -17099760.000000 Penalty: 3836.211670
	Iteration 27Q: 3 clusters Score -1.709976e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132584 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -17099744.000000 Penalty: 3836.211670
	Iteration 28Q: 3 clusters Score -1.709974e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132658 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -17099786.000000 Penalty: 3836.211670
	Iteration 29Q: 3 clusters Score -1.709979e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132717 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -17099810.000000 Penalty: 3836.211670
	Iteration 30Q: 3 clusters Score -1.709981e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132766 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -17099846.000000 Penalty: 3836.211670
	Iteration 31Q: 3 clusters Score -1.709985e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132813 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -17099860.000000 Penalty: 3836.211670
	Iteration 32Q: 3 clusters Score -1.709986e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132845 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -17099884.000000 Penalty: 3836.211670
	Iteration 33Q: 3 clusters Score -1.709988e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132880 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -17099890.000000 Penalty: 3836.211670
	Iteration 34Q: 3 clusters Score -1.709989e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132903 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -17099886.000000 Penalty: 3836.211670
	Iteration 35Q: 3 clusters Score -1.709989e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132919 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -17099874.000000 Penalty: 3836.211670
	Iteration 36Q: 3 clusters Score -1.709987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132937 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -17099884.000000 Penalty: 3836.211670
	Iteration 37Q: 3 clusters Score -1.709988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132949 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -17099880.000000 Penalty: 3836.211670
	Iteration 38Q: 3 clusters Score -1.709988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132960 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -17099860.000000 Penalty: 3836.211670
	Iteration 39Q: 3 clusters Score -1.709986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132970 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -17099886.000000 Penalty: 3836.211670
	Iteration 40F: 3 clusters Score -1.709989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132979 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -17099884.000000 Penalty: 3836.211670
	Iteration 41Q: 3 clusters Score -1.709988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132991 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -17099870.000000 Penalty: 3836.211670
	Iteration 42Q: 3 clusters Score -1.709987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133004 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -17099882.000000 Penalty: 3836.211670
	Iteration 43Q: 3 clusters Score -1.709988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133014 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -17099878.000000 Penalty: 3836.211670
	Iteration 44Q: 3 clusters Score -1.709988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133019 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -17099878.000000 Penalty: 3836.211670
	Iteration 45Q: 3 clusters Score -1.709988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133017 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -17099884.000000 Penalty: 3836.211670
	Iteration 46Q: 3 clusters Score -1.709988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133022 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17099886.000000 Penalty: 3836.211670
	Iteration 47Q: 3 clusters Score -1.709989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133031 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -17099886.000000 Penalty: 3836.211670
	Iteration 48Q: 3 clusters Score -1.709989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133037 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -17099886.000000 Penalty: 3836.211670
	Iteration 49Q: 3 clusters Score -1.709989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133039 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -17099882.000000 Penalty: 3836.211670
	Iteration 50Q: 3 clusters Score -1.709988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133039 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -17099882.000000 Penalty: 3836.211670
	Iteration 51F: 3 clusters Score -1.709988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Entering Unmasked Estep 
Score: -1156371.250000 Penalty: 1483.430786
	Iteration 0F: 2 clusters Score -1156371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1149661.875000 Penalty: 2966.861572
	Iteration 0F: 3 clusters Score -1149662 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1151815.875000 Penalty: 2966.861572
	Iteration 1F: 3 clusters Score -1151816 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1152141.750000 Penalty: 2966.861572
	Iteration 2F: 3 clusters Score -1152142 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1152437.750000 Penalty: 2966.861572
	Iteration 3F: 3 clusters Score -1152438 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1152742.500000 Penalty: 2966.861572
	Iteration 4F: 3 clusters Score -1152742 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1153068.375000 Penalty: 2966.861572
	Iteration 5F: 3 clusters Score -1153068 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1153364.750000 Penalty: 2966.861572
	Iteration 6F: 3 clusters Score -1153365 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1153646.500000 Penalty: 2966.861572
	Iteration 7Q: 3 clusters Score -1153646 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1153919.000000 Penalty: 2966.861572
	Iteration 8Q: 3 clusters Score -1153919 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1154189.625000 Penalty: 2966.861572
	Iteration 9Q: 3 clusters Score -1154190 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1154480.500000 Penalty: 2966.861572
	Iteration 10Q: 3 clusters Score -1154480 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1154707.000000 Penalty: 2966.861572
	Iteration 11Q: 3 clusters Score -1154707 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1154846.125000 Penalty: 2966.861572
	Iteration 12Q: 3 clusters Score -1154846 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1154921.875000 Penalty: 2966.861572
	Iteration 13Q: 3 clusters Score -1154922 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1154974.125000 Penalty: 2966.861572
	Iteration 14Q: 3 clusters Score -1154974 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1155018.250000 Penalty: 2966.861572
	Iteration 15Q: 3 clusters Score -1155018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1155048.750000 Penalty: 2966.861572
	Iteration 16Q: 3 clusters Score -1155049 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1155064.625000 Penalty: 2966.861572
	Iteration 17Q: 3 clusters Score -1155065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1155079.125000 Penalty: 2966.861572
	Iteration 18Q: 3 clusters Score -1155079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1155090.125000 Penalty: 2966.861572
	Iteration 19Q: 3 clusters Score -1155090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1155105.500000 Penalty: 2966.861572
	Iteration 20F: 3 clusters Score -1155106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1155109.750000 Penalty: 2966.861572
	Iteration 21Q: 3 clusters Score -1155110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1155115.500000 Penalty: 2966.861572
	Iteration 22Q: 3 clusters Score -1155116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1155116.750000 Penalty: 2966.861572
	Iteration 23Q: 3 clusters Score -1155117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1155118.375000 Penalty: 2966.861572
	Iteration 24Q: 3 clusters Score -1155118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1155122.250000 Penalty: 2966.861572
	Iteration 25Q: 3 clusters Score -1155122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1155129.125000 Penalty: 2966.861572
	Iteration 26Q: 3 clusters Score -1155129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1155135.375000 Penalty: 2966.861572
	Iteration 27Q: 3 clusters Score -1155135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1155137.500000 Penalty: 2966.861572
	Iteration 28Q: 3 clusters Score -1155138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1155140.000000 Penalty: 2966.861572
	Iteration 29Q: 3 clusters Score -1155140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1155143.250000 Penalty: 2966.861572
	Iteration 30Q: 3 clusters Score -1155143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1155147.500000 Penalty: 2966.861572
	Iteration 31Q: 3 clusters Score -1155148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1155154.375000 Penalty: 2966.861572
	Iteration 32Q: 3 clusters Score -1155154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1155157.875000 Penalty: 2966.861572
	Iteration 33Q: 3 clusters Score -1155158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1155162.625000 Penalty: 2966.861572
	Iteration 34Q: 3 clusters Score -1155163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1155163.875000 Penalty: 2966.861572
	Iteration 35Q: 3 clusters Score -1155164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1155168.500000 Penalty: 2966.861572
	Iteration 36Q: 3 clusters Score -1155168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1155170.250000 Penalty: 2966.861572
	Iteration 37Q: 3 clusters Score -1155170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1155175.875000 Penalty: 2966.861572
	Iteration 38Q: 3 clusters Score -1155176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1155179.375000 Penalty: 2966.861572
	Iteration 39Q: 3 clusters Score -1155179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1155184.625000 Penalty: 2966.861572
	Iteration 40F: 3 clusters Score -1155185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1155185.750000 Penalty: 2966.861572
	Iteration 41Q: 3 clusters Score -1155186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1155190.625000 Penalty: 2966.861572
	Iteration 42Q: 3 clusters Score -1155191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1155192.000000 Penalty: 2966.861572
	Iteration 43Q: 3 clusters Score -1155192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1155192.000000 Penalty: 2966.861572
	Iteration 44F: 3 clusters Score -1155192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (71952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71952 members 
Entering Unmasked Estep 
Score: -8518432.000000 Penalty: 1817.360229
	Iteration 0F: 2 clusters Score -8518432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -8470300.000000 Penalty: 3634.720459
	Iteration 0F: 3 clusters Score -8470300 nChanged 34057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -8491023.000000 Penalty: 3634.720459
	Iteration 1F: 3 clusters Score -8491023 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -8492374.000000 Penalty: 3634.720459
	Iteration 2Q: 3 clusters Score -8492374 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -8493993.000000 Penalty: 3634.720459
	Iteration 3Q: 3 clusters Score -8493993 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -8495968.000000 Penalty: 3634.720459
	Iteration 4F: 3 clusters Score -8495968 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -8498129.000000 Penalty: 3634.720459
	Iteration 5F: 3 clusters Score -8498129 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -8500347.000000 Penalty: 3634.720459
	Iteration 6F: 3 clusters Score -8500347 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -8502747.000000 Penalty: 3634.720459
	Iteration 7F: 3 clusters Score -8502747 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -8505147.000000 Penalty: 3634.720459
	Iteration 8F: 3 clusters Score -8505147 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -8507598.000000 Penalty: 3634.720459
	Iteration 9Q: 3 clusters Score -8507598 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -8509959.000000 Penalty: 3634.720459
	Iteration 10Q: 3 clusters Score -8509959 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -8511953.000000 Penalty: 3634.720459
	Iteration 11Q: 3 clusters Score -8511953 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -8513593.000000 Penalty: 3634.720459
	Iteration 12Q: 3 clusters Score -8513593 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -8514707.000000 Penalty: 3634.720459
	Iteration 13Q: 3 clusters Score -8514707 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68879 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -8515498.000000 Penalty: 3634.720459
	Iteration 14Q: 3 clusters Score -8515498 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69605 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8516002.000000 Penalty: 3634.720459
	Iteration 15Q: 3 clusters Score -8516002 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70091 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8516288.000000 Penalty: 3634.720459
	Iteration 16Q: 3 clusters Score -8516288 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70442 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8516494.000000 Penalty: 3634.720459
	Iteration 17Q: 3 clusters Score -8516494 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70661 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8516612.000000 Penalty: 3634.720459
	Iteration 18Q: 3 clusters Score -8516612 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8516701.000000 Penalty: 3634.720459
	Iteration 19Q: 3 clusters Score -8516701 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8516759.000000 Penalty: 3634.720459
	Iteration 20F: 3 clusters Score -8516759 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8516803.000000 Penalty: 3634.720459
	Iteration 21Q: 3 clusters Score -8516803 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8516833.000000 Penalty: 3634.720459
	Iteration 22Q: 3 clusters Score -8516833 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8516863.000000 Penalty: 3634.720459
	Iteration 23Q: 3 clusters Score -8516863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8516892.000000 Penalty: 3634.720459
	Iteration 24Q: 3 clusters Score -8516892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8516910.000000 Penalty: 3634.720459
	Iteration 25Q: 3 clusters Score -8516910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8516927.000000 Penalty: 3634.720459
	Iteration 26Q: 3 clusters Score -8516927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8516941.000000 Penalty: 3634.720459
	Iteration 27Q: 3 clusters Score -8516941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71286 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8516947.000000 Penalty: 3634.720459
	Iteration 28Q: 3 clusters Score -8516947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8516947.000000 Penalty: 3634.720459
	Iteration 29Q: 3 clusters Score -8516947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8516960.000000 Penalty: 3634.720459
	Iteration 30Q: 3 clusters Score -8516960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8516962.000000 Penalty: 3634.720459
	Iteration 31Q: 3 clusters Score -8516962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8516975.000000 Penalty: 3634.720459
	Iteration 32Q: 3 clusters Score -8516975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8517002.000000 Penalty: 3634.720459
	Iteration 33Q: 3 clusters Score -8517002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8517003.000000 Penalty: 3634.720459
	Iteration 34Q: 3 clusters Score -8517003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8517013.000000 Penalty: 3634.720459
	Iteration 35Q: 3 clusters Score -8517013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71361 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8517027.000000 Penalty: 3634.720459
	Iteration 36Q: 3 clusters Score -8517027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71364 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8517030.000000 Penalty: 3634.720459
	Iteration 37Q: 3 clusters Score -8517030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8517035.000000 Penalty: 3634.720459
	Iteration 38Q: 3 clusters Score -8517035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71376 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8517038.000000 Penalty: 3634.720459
	Iteration 39Q: 3 clusters Score -8517038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8517051.000000 Penalty: 3634.720459
	Iteration 40F: 3 clusters Score -8517051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8517057.000000 Penalty: 3634.720459
	Iteration 41Q: 3 clusters Score -8517057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71398 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8517058.000000 Penalty: 3634.720459
	Iteration 42Q: 3 clusters Score -8517058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71406 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8517065.000000 Penalty: 3634.720459
	Iteration 43Q: 3 clusters Score -8517065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71412 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8517059.000000 Penalty: 3634.720459
	Iteration 44Q: 3 clusters Score -8517059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71419 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8517066.000000 Penalty: 3634.720459
	Iteration 45Q: 3 clusters Score -8517066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71422 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8517079.000000 Penalty: 3634.720459
	Iteration 46Q: 3 clusters Score -8517079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71426 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8517084.000000 Penalty: 3634.720459
	Iteration 47Q: 3 clusters Score -8517084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8517097.000000 Penalty: 3634.720459
	Iteration 48Q: 3 clusters Score -8517097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8517093.000000 Penalty: 3634.720459
	Iteration 49Q: 3 clusters Score -8517093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71435 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8517094.000000 Penalty: 3634.720459
	Iteration 50Q: 3 clusters Score -8517094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71437 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8517097.000000 Penalty: 3634.720459
	Iteration 51Q: 3 clusters Score -8517097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8517104.000000 Penalty: 3634.720459
	Iteration 52Q: 3 clusters Score -8517104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8517111.000000 Penalty: 3634.720459
	Iteration 53Q: 3 clusters Score -8517111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71445 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8517110.000000 Penalty: 3634.720459
	Iteration 54Q: 3 clusters Score -8517110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8517109.000000 Penalty: 3634.720459
	Iteration 55Q: 3 clusters Score -8517109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8517109.000000 Penalty: 3634.720459
	Iteration 56Q: 3 clusters Score -8517109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8517109.000000 Penalty: 3634.720459
	Iteration 57F: 3 clusters Score -8517109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39839.781250 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -39839.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38951.695312 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -38951.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39064.148438 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -39064.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39128.761719 Penalty: 1913.885254
	Iteration 2F: 3 clusters Score -39128.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39168.664062 Penalty: 1913.885254
	Iteration 3Q: 3 clusters Score -39168.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39198.398438 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -39198.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39215.621094 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -39215.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -39237.753906 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -39237.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39243.242188 Penalty: 1913.885254
	Iteration 7Q: 3 clusters Score -39243.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39243.242188 Penalty: 1913.885254
	Iteration 8F: 3 clusters Score -39243.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88477 members 
Entering Unmasked Estep 
Score: -11350395.000000 Penalty: 1850.955933
	Iteration 0F: 2 clusters Score -1.13504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -11292448.000000 Penalty: 3701.911865
	Iteration 0F: 3 clusters Score -1.129245e+07 nChanged 42280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -11316939.000000 Penalty: 3701.911865
	Iteration 1F: 3 clusters Score -1.131694e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -11317577.000000 Penalty: 3701.911865
	Iteration 2Q: 3 clusters Score -1.131758e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -11318236.000000 Penalty: 3701.911865
	Iteration 3Q: 3 clusters Score -1.131824e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -11319047.000000 Penalty: 3701.911865
	Iteration 4Q: 3 clusters Score -1.131905e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -11319998.000000 Penalty: 3701.911865
	Iteration 5Q: 3 clusters Score -1.132e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -11321125.000000 Penalty: 3701.911865
	Iteration 6Q: 3 clusters Score -1.132112e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -11322672.000000 Penalty: 3701.911865
	Iteration 7Q: 3 clusters Score -1.132267e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -11325021.000000 Penalty: 3701.911865
	Iteration 8Q: 3 clusters Score -1.132502e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -11328146.000000 Penalty: 3701.911865
	Iteration 9F: 3 clusters Score -1.132815e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -11331666.000000 Penalty: 3701.911865
	Iteration 10F: 3 clusters Score -1.133167e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -11334361.000000 Penalty: 3701.911865
	Iteration 11F: 3 clusters Score -1.133436e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -11335627.000000 Penalty: 3701.911865
	Iteration 12Q: 3 clusters Score -1.133563e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -11336022.000000 Penalty: 3701.911865
	Iteration 13Q: 3 clusters Score -1.133602e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -11336222.000000 Penalty: 3701.911865
	Iteration 14Q: 3 clusters Score -1.133622e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -11336304.000000 Penalty: 3701.911865
	Iteration 15Q: 3 clusters Score -1.13363e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -11336357.000000 Penalty: 3701.911865
	Iteration 16Q: 3 clusters Score -1.133636e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -11336413.000000 Penalty: 3701.911865
	Iteration 17Q: 3 clusters Score -1.133641e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -11336485.000000 Penalty: 3701.911865
	Iteration 18Q: 3 clusters Score -1.133648e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -11336570.000000 Penalty: 3701.911865
	Iteration 19Q: 3 clusters Score -1.133657e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -11336705.000000 Penalty: 3701.911865
	Iteration 20F: 3 clusters Score -1.13367e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -11336765.000000 Penalty: 3701.911865
	Iteration 21Q: 3 clusters Score -1.133676e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -11336794.000000 Penalty: 3701.911865
	Iteration 22Q: 3 clusters Score -1.133679e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -11336841.000000 Penalty: 3701.911865
	Iteration 23Q: 3 clusters Score -1.133684e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -11336890.000000 Penalty: 3701.911865
	Iteration 24Q: 3 clusters Score -1.133689e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -11336924.000000 Penalty: 3701.911865
	Iteration 25Q: 3 clusters Score -1.133692e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -11336956.000000 Penalty: 3701.911865
	Iteration 26Q: 3 clusters Score -1.133696e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -11337034.000000 Penalty: 3701.911865
	Iteration 27Q: 3 clusters Score -1.133703e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -11337075.000000 Penalty: 3701.911865
	Iteration 28Q: 3 clusters Score -1.133708e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -11337078.000000 Penalty: 3701.911865
	Iteration 29Q: 3 clusters Score -1.133708e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -11337119.000000 Penalty: 3701.911865
	Iteration 30Q: 3 clusters Score -1.133712e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -11337146.000000 Penalty: 3701.911865
	Iteration 31Q: 3 clusters Score -1.133715e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -11337165.000000 Penalty: 3701.911865
	Iteration 32Q: 3 clusters Score -1.133716e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -11337167.000000 Penalty: 3701.911865
	Iteration 33Q: 3 clusters Score -1.133717e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -11337234.000000 Penalty: 3701.911865
	Iteration 34Q: 3 clusters Score -1.133723e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -11337234.000000 Penalty: 3701.911865
	Iteration 35Q: 3 clusters Score -1.133723e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -11337288.000000 Penalty: 3701.911865
	Iteration 36Q: 3 clusters Score -1.133729e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -11337288.000000 Penalty: 3701.911865
	Iteration 37Q: 3 clusters Score -1.133729e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -11337273.000000 Penalty: 3701.911865
	Iteration 38Q: 3 clusters Score -1.133727e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -11337263.000000 Penalty: 3701.911865
	Iteration 39Q: 3 clusters Score -1.133726e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -11337317.000000 Penalty: 3701.911865
	Iteration 40F: 3 clusters Score -1.133732e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -11337410.000000 Penalty: 3701.911865
	Iteration 41Q: 3 clusters Score -1.133741e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -11337460.000000 Penalty: 3701.911865
	Iteration 42Q: 3 clusters Score -1.133746e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -11337482.000000 Penalty: 3701.911865
	Iteration 43Q: 3 clusters Score -1.133748e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -11337528.000000 Penalty: 3701.911865
	Iteration 44Q: 3 clusters Score -1.133753e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -11337583.000000 Penalty: 3701.911865
	Iteration 45Q: 3 clusters Score -1.133758e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -11337590.000000 Penalty: 3701.911865
	Iteration 46Q: 3 clusters Score -1.133759e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -11337660.000000 Penalty: 3701.911865
	Iteration 47Q: 3 clusters Score -1.133766e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -11337721.000000 Penalty: 3701.911865
	Iteration 48Q: 3 clusters Score -1.133772e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -11337739.000000 Penalty: 3701.911865
	Iteration 49Q: 3 clusters Score -1.133774e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -11337819.000000 Penalty: 3701.911865
	Iteration 50Q: 3 clusters Score -1.133782e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
Score: -11337916.000000 Penalty: 3701.911865
	Iteration 51Q: 3 clusters Score -1.133792e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -11337951.000000 Penalty: 3701.911865
	Iteration 52Q: 3 clusters Score -1.133795e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -11337980.000000 Penalty: 3701.911865
	Iteration 53Q: 3 clusters Score -1.133798e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -11338033.000000 Penalty: 3701.911865
	Iteration 54Q: 3 clusters Score -1.133803e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -11338130.000000 Penalty: 3701.911865
	Iteration 55Q: 3 clusters Score -1.133813e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -11338183.000000 Penalty: 3701.911865
	Iteration 56Q: 3 clusters Score -1.133818e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 53559 members 
Entering Unmasked Estep 
Score: -11338262.000000 Penalty: 3701.911865
	Iteration 57Q: 3 clusters Score -1.133826e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -11338359.000000 Penalty: 3701.911865
	Iteration 58Q: 3 clusters Score -1.133836e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -11338428.000000 Penalty: 3701.911865
	Iteration 59Q: 3 clusters Score -1.133843e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -11338502.000000 Penalty: 3701.911865
	Iteration 60F: 3 clusters Score -1.13385e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -11338548.000000 Penalty: 3701.911865
	Iteration 61Q: 3 clusters Score -1.133855e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -11338571.000000 Penalty: 3701.911865
	Iteration 62Q: 3 clusters Score -1.133857e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -11338702.000000 Penalty: 3701.911865
	Iteration 63Q: 3 clusters Score -1.13387e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -11338764.000000 Penalty: 3701.911865
	Iteration 64Q: 3 clusters Score -1.133876e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -11338839.000000 Penalty: 3701.911865
	Iteration 65Q: 3 clusters Score -1.133884e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -11338854.000000 Penalty: 3701.911865
	Iteration 66Q: 3 clusters Score -1.133885e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -11338928.000000 Penalty: 3701.911865
	Iteration 67Q: 3 clusters Score -1.133893e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -11338993.000000 Penalty: 3701.911865
	Iteration 68Q: 3 clusters Score -1.133899e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -11339037.000000 Penalty: 3701.911865
	Iteration 69Q: 3 clusters Score -1.133904e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -11339137.000000 Penalty: 3701.911865
	Iteration 70Q: 3 clusters Score -1.133914e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -11339187.000000 Penalty: 3701.911865
	Iteration 71Q: 3 clusters Score -1.133919e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -11339286.000000 Penalty: 3701.911865
	Iteration 72Q: 3 clusters Score -1.133929e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -11339378.000000 Penalty: 3701.911865
	Iteration 73Q: 3 clusters Score -1.133938e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 58758 members 
Entering Unmasked Estep 
Score: -11339427.000000 Penalty: 3701.911865
	Iteration 74Q: 3 clusters Score -1.133943e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -11339516.000000 Penalty: 3701.911865
	Iteration 75Q: 3 clusters Score -1.133952e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -11339612.000000 Penalty: 3701.911865
	Iteration 76Q: 3 clusters Score -1.133961e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -11339703.000000 Penalty: 3701.911865
	Iteration 77Q: 3 clusters Score -1.13397e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -11339778.000000 Penalty: 3701.911865
	Iteration 78Q: 3 clusters Score -1.133978e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 60123 members 
Entering Unmasked Estep 
Score: -11339866.000000 Penalty: 3701.911865
	Iteration 79Q: 3 clusters Score -1.133987e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -11339949.000000 Penalty: 3701.911865
	Iteration 80F: 3 clusters Score -1.133995e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -11340046.000000 Penalty: 3701.911865
	Iteration 81Q: 3 clusters Score -1.134005e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -11340178.000000 Penalty: 3701.911865
	Iteration 82Q: 3 clusters Score -1.134018e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -11340259.000000 Penalty: 3701.911865
	Iteration 83Q: 3 clusters Score -1.134026e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -11340357.000000 Penalty: 3701.911865
	Iteration 84Q: 3 clusters Score -1.134036e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -11340436.000000 Penalty: 3701.911865
	Iteration 85Q: 3 clusters Score -1.134044e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -11340568.000000 Penalty: 3701.911865
	Iteration 86Q: 3 clusters Score -1.134057e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 61895 members 
Entering Unmasked Estep 
Score: -11340680.000000 Penalty: 3701.911865
	Iteration 87Q: 3 clusters Score -1.134068e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 62063 members 
Entering Unmasked Estep 
Score: -11340765.000000 Penalty: 3701.911865
	Iteration 88Q: 3 clusters Score -1.134076e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -11340883.000000 Penalty: 3701.911865
	Iteration 89Q: 3 clusters Score -1.134088e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -11340984.000000 Penalty: 3701.911865
	Iteration 90Q: 3 clusters Score -1.134098e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -11341055.000000 Penalty: 3701.911865
	Iteration 91Q: 3 clusters Score -1.134106e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -11341206.000000 Penalty: 3701.911865
	Iteration 92Q: 3 clusters Score -1.134121e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -11341374.000000 Penalty: 3701.911865
	Iteration 93Q: 3 clusters Score -1.134137e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -11341461.000000 Penalty: 3701.911865
	Iteration 94Q: 3 clusters Score -1.134146e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -11341622.000000 Penalty: 3701.911865
	Iteration 95Q: 3 clusters Score -1.134162e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -11341814.000000 Penalty: 3701.911865
	Iteration 96Q: 3 clusters Score -1.134181e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -11341947.000000 Penalty: 3701.911865
	Iteration 97Q: 3 clusters Score -1.134195e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -11342033.000000 Penalty: 3701.911865
	Iteration 98Q: 3 clusters Score -1.134203e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -11342158.000000 Penalty: 3701.911865
	Iteration 99Q: 3 clusters Score -1.134216e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
Score: -11342286.000000 Penalty: 3701.911865
	Iteration 100F: 3 clusters Score -1.134229e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -11342370.000000 Penalty: 3701.911865
	Iteration 101Q: 3 clusters Score -1.134237e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -11342526.000000 Penalty: 3701.911865
	Iteration 102Q: 3 clusters Score -1.134253e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -11342650.000000 Penalty: 3701.911865
	Iteration 103Q: 3 clusters Score -1.134265e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -11342788.000000 Penalty: 3701.911865
	Iteration 104Q: 3 clusters Score -1.134279e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 64620 members 
Entering Unmasked Estep 
Score: -11342883.000000 Penalty: 3701.911865
	Iteration 105Q: 3 clusters Score -1.134288e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -11342946.000000 Penalty: 3701.911865
	Iteration 106Q: 3 clusters Score -1.134295e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -11343020.000000 Penalty: 3701.911865
	Iteration 107Q: 3 clusters Score -1.134302e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 65246 members 
Entering Unmasked Estep 
Score: -11343117.000000 Penalty: 3701.911865
	Iteration 108Q: 3 clusters Score -1.134312e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -11343176.000000 Penalty: 3701.911865
	Iteration 109Q: 3 clusters Score -1.134318e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -11343232.000000 Penalty: 3701.911865
	Iteration 110Q: 3 clusters Score -1.134323e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -11343283.000000 Penalty: 3701.911865
	Iteration 111Q: 3 clusters Score -1.134328e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -11343317.000000 Penalty: 3701.911865
	Iteration 112Q: 3 clusters Score -1.134332e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -11343389.000000 Penalty: 3701.911865
	Iteration 113Q: 3 clusters Score -1.134339e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 66491 members 
Entering Unmasked Estep 
Score: -11343439.000000 Penalty: 3701.911865
	Iteration 114Q: 3 clusters Score -1.134344e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -11343493.000000 Penalty: 3701.911865
	Iteration 115Q: 3 clusters Score -1.134349e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -11343560.000000 Penalty: 3701.911865
	Iteration 116Q: 3 clusters Score -1.134356e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 67383 members 
Entering Unmasked Estep 
Score: -11343625.000000 Penalty: 3701.911865
	Iteration 117Q: 3 clusters Score -1.134362e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -11343686.000000 Penalty: 3701.911865
	Iteration 118Q: 3 clusters Score -1.134369e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 68116 members 
Entering Unmasked Estep 
Score: -11343775.000000 Penalty: 3701.911865
	Iteration 119Q: 3 clusters Score -1.134378e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 68464 members 
Entering Unmasked Estep 
Score: -11343858.000000 Penalty: 3701.911865
	Iteration 120F: 3 clusters Score -1.134386e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -11343907.000000 Penalty: 3701.911865
	Iteration 121Q: 3 clusters Score -1.134391e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 69244 members 
Entering Unmasked Estep 
Score: -11343976.000000 Penalty: 3701.911865
	Iteration 122Q: 3 clusters Score -1.134398e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 69654 members 
Entering Unmasked Estep 
Score: -11344070.000000 Penalty: 3701.911865
	Iteration 123Q: 3 clusters Score -1.134407e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -11344101.000000 Penalty: 3701.911865
	Iteration 124Q: 3 clusters Score -1.13441e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 70509 members 
Entering Unmasked Estep 
Score: -11344253.000000 Penalty: 3701.911865
	Iteration 125Q: 3 clusters Score -1.134425e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 70952 members 
Entering Unmasked Estep 
Score: -11344342.000000 Penalty: 3701.911865
	Iteration 126Q: 3 clusters Score -1.134434e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -11344428.000000 Penalty: 3701.911865
	Iteration 127Q: 3 clusters Score -1.134443e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -11344516.000000 Penalty: 3701.911865
	Iteration 128Q: 3 clusters Score -1.134452e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -11344635.000000 Penalty: 3701.911865
	Iteration 129Q: 3 clusters Score -1.134464e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 72966 members 
Entering Unmasked Estep 
Score: -11344750.000000 Penalty: 3701.911865
	Iteration 130Q: 3 clusters Score -1.134475e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 73543 members 
Entering Unmasked Estep 
Score: -11344876.000000 Penalty: 3701.911865
	Iteration 131Q: 3 clusters Score -1.134488e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 74145 members 
Entering Unmasked Estep 
Score: -11345026.000000 Penalty: 3701.911865
	Iteration 132Q: 3 clusters Score -1.134503e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 74791 members 
Entering Unmasked Estep 
Score: -11345154.000000 Penalty: 3701.911865
	Iteration 133Q: 3 clusters Score -1.134515e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 75453 members 
Entering Unmasked Estep 
Score: -11345333.000000 Penalty: 3701.911865
	Iteration 134Q: 3 clusters Score -1.134533e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -11345499.000000 Penalty: 3701.911865
	Iteration 135Q: 3 clusters Score -1.13455e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -11345717.000000 Penalty: 3701.911865
	Iteration 136Q: 3 clusters Score -1.134572e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -11345986.000000 Penalty: 3701.911865
	Iteration 137Q: 3 clusters Score -1.134599e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -11346177.000000 Penalty: 3701.911865
	Iteration 138Q: 3 clusters Score -1.134618e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -11346398.000000 Penalty: 3701.911865
	Iteration 139Q: 3 clusters Score -1.13464e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 80235 members 
Entering Unmasked Estep 
Score: -11346619.000000 Penalty: 3701.911865
	Iteration 140F: 3 clusters Score -1.134662e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -11346845.000000 Penalty: 3701.911865
	Iteration 141Q: 3 clusters Score -1.134684e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 81653 members 
Entering Unmasked Estep 
Score: -11347095.000000 Penalty: 3701.911865
	Iteration 142Q: 3 clusters Score -1.13471e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 82379 members 
Entering Unmasked Estep 
Score: -11347382.000000 Penalty: 3701.911865
	Iteration 143Q: 3 clusters Score -1.134738e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 83029 members 
Entering Unmasked Estep 
Score: -11347586.000000 Penalty: 3701.911865
	Iteration 144Q: 3 clusters Score -1.134759e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 83616 members 
Entering Unmasked Estep 
Score: -11347706.000000 Penalty: 3701.911865
	Iteration 145Q: 3 clusters Score -1.134771e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 84128 members 
Entering Unmasked Estep 
Score: -11347882.000000 Penalty: 3701.911865
	Iteration 146Q: 3 clusters Score -1.134788e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 84594 members 
Entering Unmasked Estep 
Score: -11348041.000000 Penalty: 3701.911865
	Iteration 147Q: 3 clusters Score -1.134804e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 85009 members 
Entering Unmasked Estep 
Score: -11348187.000000 Penalty: 3701.911865
	Iteration 148Q: 3 clusters Score -1.134819e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 85361 members 
Entering Unmasked Estep 
Score: -11348304.000000 Penalty: 3701.911865
	Iteration 149Q: 3 clusters Score -1.13483e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 85643 members 
Entering Unmasked Estep 
Score: -11348405.000000 Penalty: 3701.911865
	Iteration 150Q: 3 clusters Score -1.13484e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 85894 members 
Entering Unmasked Estep 
Score: -11348487.000000 Penalty: 3701.911865
	Iteration 151Q: 3 clusters Score -1.134849e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 86093 members 
Entering Unmasked Estep 
Score: -11348528.000000 Penalty: 3701.911865
	Iteration 152Q: 3 clusters Score -1.134853e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 86280 members 
Entering Unmasked Estep 
Score: -11348570.000000 Penalty: 3701.911865
	Iteration 153Q: 3 clusters Score -1.134857e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -11348618.000000 Penalty: 3701.911865
	Iteration 154Q: 3 clusters Score -1.134862e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
Score: -11348637.000000 Penalty: 3701.911865
	Iteration 155Q: 3 clusters Score -1.134864e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
Score: -11348656.000000 Penalty: 3701.911865
	Iteration 156Q: 3 clusters Score -1.134866e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 86761 members 
Entering Unmasked Estep 
Score: -11348693.000000 Penalty: 3701.911865
	Iteration 157Q: 3 clusters Score -1.134869e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 86840 members 
Entering Unmasked Estep 
Score: -11348729.000000 Penalty: 3701.911865
	Iteration 158Q: 3 clusters Score -1.134873e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 86911 members 
Entering Unmasked Estep 
Score: -11348736.000000 Penalty: 3701.911865
	Iteration 159Q: 3 clusters Score -1.134874e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 86960 members 
Entering Unmasked Estep 
Score: -11348775.000000 Penalty: 3701.911865
	Iteration 160F: 3 clusters Score -1.134878e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 87009 members 
Entering Unmasked Estep 
Score: -11348780.000000 Penalty: 3701.911865
	Iteration 161Q: 3 clusters Score -1.134878e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -11348793.000000 Penalty: 3701.911865
	Iteration 162Q: 3 clusters Score -1.134879e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 87076 members 
Entering Unmasked Estep 
Score: -11348801.000000 Penalty: 3701.911865
	Iteration 163Q: 3 clusters Score -1.13488e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -11348810.000000 Penalty: 3701.911865
	Iteration 164Q: 3 clusters Score -1.134881e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 87143 members 
Entering Unmasked Estep 
Score: -11348817.000000 Penalty: 3701.911865
	Iteration 165Q: 3 clusters Score -1.134882e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -11348823.000000 Penalty: 3701.911865
	Iteration 166Q: 3 clusters Score -1.134882e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -11348834.000000 Penalty: 3701.911865
	Iteration 167Q: 3 clusters Score -1.134883e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 87207 members 
Entering Unmasked Estep 
Score: -11348838.000000 Penalty: 3701.911865
	Iteration 168Q: 3 clusters Score -1.134884e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -11348847.000000 Penalty: 3701.911865
	Iteration 169Q: 3 clusters Score -1.134885e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 87253 members 
Entering Unmasked Estep 
Score: -11348862.000000 Penalty: 3701.911865
	Iteration 170Q: 3 clusters Score -1.134886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -11348866.000000 Penalty: 3701.911865
	Iteration 171Q: 3 clusters Score -1.134887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 87274 members 
Entering Unmasked Estep 
Score: -11348865.000000 Penalty: 3701.911865
	Iteration 172Q: 3 clusters Score -1.134886e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 87284 members 
Entering Unmasked Estep 
Score: -11348874.000000 Penalty: 3701.911865
	Iteration 173Q: 3 clusters Score -1.134887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 87296 members 
Entering Unmasked Estep 
Score: -11348883.000000 Penalty: 3701.911865
	Iteration 174Q: 3 clusters Score -1.134888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 87310 members 
Entering Unmasked Estep 
Score: -11348888.000000 Penalty: 3701.911865
	Iteration 175Q: 3 clusters Score -1.134889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 87325 members 
Entering Unmasked Estep 
Score: -11348880.000000 Penalty: 3701.911865
	Iteration 176Q: 3 clusters Score -1.134888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 87341 members 
Entering Unmasked Estep 
Score: -11348892.000000 Penalty: 3701.911865
	Iteration 177Q: 3 clusters Score -1.134889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -11348895.000000 Penalty: 3701.911865
	Iteration 178Q: 3 clusters Score -1.13489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 87368 members 
Entering Unmasked Estep 
Score: -11348902.000000 Penalty: 3701.911865
	Iteration 179Q: 3 clusters Score -1.13489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -11348905.000000 Penalty: 3701.911865
	Iteration 180F: 3 clusters Score -1.13489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 87381 members 
Entering Unmasked Estep 
Score: -11348902.000000 Penalty: 3701.911865
	Iteration 181Q: 3 clusters Score -1.13489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -11348897.000000 Penalty: 3701.911865
	Iteration 182Q: 3 clusters Score -1.13489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 87391 members 
Entering Unmasked Estep 
Score: -11348904.000000 Penalty: 3701.911865
	Iteration 183Q: 3 clusters Score -1.13489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -11348915.000000 Penalty: 3701.911865
	Iteration 184Q: 3 clusters Score -1.134892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 87406 members 
Entering Unmasked Estep 
Score: -11348905.000000 Penalty: 3701.911865
	Iteration 185Q: 3 clusters Score -1.13489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 87412 members 
Entering Unmasked Estep 
Score: -11348904.000000 Penalty: 3701.911865
	Iteration 186Q: 3 clusters Score -1.13489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 87414 members 
Entering Unmasked Estep 
Score: -11348913.000000 Penalty: 3701.911865
	Iteration 187Q: 3 clusters Score -1.134891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -11348923.000000 Penalty: 3701.911865
	Iteration 188Q: 3 clusters Score -1.134892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -11348926.000000 Penalty: 3701.911865
	Iteration 189Q: 3 clusters Score -1.134893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -11348924.000000 Penalty: 3701.911865
	Iteration 190Q: 3 clusters Score -1.134892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 87431 members 
Entering Unmasked Estep 
Score: -11348928.000000 Penalty: 3701.911865
	Iteration 191Q: 3 clusters Score -1.134893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -11348929.000000 Penalty: 3701.911865
	Iteration 192Q: 3 clusters Score -1.134893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 87432 members 
Entering Unmasked Estep 
Score: -11348942.000000 Penalty: 3701.911865
	Iteration 193Q: 3 clusters Score -1.134894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 87432 members 
Entering Unmasked Estep 
Score: -11348942.000000 Penalty: 3701.911865
	Iteration 194F: 3 clusters Score -1.134894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Entering Unmasked Estep 
Score: -402520.406250 Penalty: 1338.289062
	Iteration 0F: 2 clusters Score -402520.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -399325.562500 Penalty: 2676.578125
	Iteration 0F: 3 clusters Score -399325.6 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -400348.531250 Penalty: 2676.578125
	Iteration 1F: 3 clusters Score -400348.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -400697.750000 Penalty: 2676.578125
	Iteration 2F: 3 clusters Score -400697.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -400910.187500 Penalty: 2676.578125
	Iteration 3F: 3 clusters Score -400910.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -401070.625000 Penalty: 2676.578125
	Iteration 4F: 3 clusters Score -401070.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -401209.937500 Penalty: 2676.578125
	Iteration 5F: 3 clusters Score -401209.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -401331.437500 Penalty: 2676.578125
	Iteration 6Q: 3 clusters Score -401331.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -401443.156250 Penalty: 2676.578125
	Iteration 7Q: 3 clusters Score -401443.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -401529.406250 Penalty: 2676.578125
	Iteration 8Q: 3 clusters Score -401529.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -401590.625000 Penalty: 2676.578125
	Iteration 9Q: 3 clusters Score -401590.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -401633.437500 Penalty: 2676.578125
	Iteration 10Q: 3 clusters Score -401633.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -401659.593750 Penalty: 2676.578125
	Iteration 11Q: 3 clusters Score -401659.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -401676.937500 Penalty: 2676.578125
	Iteration 12Q: 3 clusters Score -401676.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -401700.875000 Penalty: 2676.578125
	Iteration 13Q: 3 clusters Score -401700.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -401721.531250 Penalty: 2676.578125
	Iteration 14Q: 3 clusters Score -401721.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -401737.875000 Penalty: 2676.578125
	Iteration 15Q: 3 clusters Score -401737.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -401759.062500 Penalty: 2676.578125
	Iteration 16Q: 3 clusters Score -401759.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -401777.718750 Penalty: 2676.578125
	Iteration 17Q: 3 clusters Score -401777.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -401797.000000 Penalty: 2676.578125
	Iteration 18Q: 3 clusters Score -401797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -401824.656250 Penalty: 2676.578125
	Iteration 19Q: 3 clusters Score -401824.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -401854.687500 Penalty: 2676.578125
	Iteration 20F: 3 clusters Score -401854.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -401887.968750 Penalty: 2676.578125
	Iteration 21Q: 3 clusters Score -401888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -401907.843750 Penalty: 2676.578125
	Iteration 22Q: 3 clusters Score -401907.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -401919.875000 Penalty: 2676.578125
	Iteration 23Q: 3 clusters Score -401919.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -401923.312500 Penalty: 2676.578125
	Iteration 24Q: 3 clusters Score -401923.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -401926.437500 Penalty: 2676.578125
	Iteration 25Q: 3 clusters Score -401926.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -401930.531250 Penalty: 2676.578125
	Iteration 26Q: 3 clusters Score -401930.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -401931.718750 Penalty: 2676.578125
	Iteration 27Q: 3 clusters Score -401931.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -401933.218750 Penalty: 2676.578125
	Iteration 28Q: 3 clusters Score -401933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -401934.875000 Penalty: 2676.578125
	Iteration 29Q: 3 clusters Score -401934.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -401936.687500 Penalty: 2676.578125
	Iteration 30Q: 3 clusters Score -401936.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -401939.156250 Penalty: 2676.578125
	Iteration 31Q: 3 clusters Score -401939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -401939.937500 Penalty: 2676.578125
	Iteration 32Q: 3 clusters Score -401939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -401940.406250 Penalty: 2676.578125
	Iteration 33Q: 3 clusters Score -401940.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -401940.406250 Penalty: 2676.578125
	Iteration 34F: 3 clusters Score -401940.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Entering Unmasked Estep 
Score: -3436972.750000 Penalty: 1655.743774
	Iteration 0F: 2 clusters Score -3436973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3419202.250000 Penalty: 3311.487549
	Iteration 0F: 3 clusters Score -3419202 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -3426184.000000 Penalty: 3311.487549
	Iteration 1F: 3 clusters Score -3426184 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3427003.000000 Penalty: 3311.487549
	Iteration 2F: 3 clusters Score -3427003 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3428009.250000 Penalty: 3311.487549
	Iteration 3F: 3 clusters Score -3428009 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3429082.750000 Penalty: 3311.487549
	Iteration 4F: 3 clusters Score -3429083 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3430214.250000 Penalty: 3311.487549
	Iteration 5F: 3 clusters Score -3430214 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3431252.500000 Penalty: 3311.487549
	Iteration 6F: 3 clusters Score -3431252 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3432062.000000 Penalty: 3311.487549
	Iteration 7Q: 3 clusters Score -3432062 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3432593.500000 Penalty: 3311.487549
	Iteration 8Q: 3 clusters Score -3432594 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3432901.750000 Penalty: 3311.487549
	Iteration 9Q: 3 clusters Score -3432902 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3433115.500000 Penalty: 3311.487549
	Iteration 10Q: 3 clusters Score -3433116 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3433261.750000 Penalty: 3311.487549
	Iteration 11Q: 3 clusters Score -3433262 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -3433389.250000 Penalty: 3311.487549
	Iteration 12Q: 3 clusters Score -3433389 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3433497.250000 Penalty: 3311.487549
	Iteration 13Q: 3 clusters Score -3433497 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -3433618.250000 Penalty: 3311.487549
	Iteration 14Q: 3 clusters Score -3433618 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3433756.000000 Penalty: 3311.487549
	Iteration 15Q: 3 clusters Score -3433756 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -3433854.750000 Penalty: 3311.487549
	Iteration 16Q: 3 clusters Score -3433855 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -3433964.000000 Penalty: 3311.487549
	Iteration 17Q: 3 clusters Score -3433964 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -3434045.000000 Penalty: 3311.487549
	Iteration 18Q: 3 clusters Score -3434045 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -3434133.500000 Penalty: 3311.487549
	Iteration 19Q: 3 clusters Score -3434134 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3434217.500000 Penalty: 3311.487549
	Iteration 20F: 3 clusters Score -3434218 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3434258.000000 Penalty: 3311.487549
	Iteration 21Q: 3 clusters Score -3434258 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3434313.750000 Penalty: 3311.487549
	Iteration 22Q: 3 clusters Score -3434314 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3434380.750000 Penalty: 3311.487549
	Iteration 23Q: 3 clusters Score -3434381 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -3434419.000000 Penalty: 3311.487549
	Iteration 24Q: 3 clusters Score -3434419 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -3434464.750000 Penalty: 3311.487549
	Iteration 25Q: 3 clusters Score -3434465 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -3434503.500000 Penalty: 3311.487549
	Iteration 26Q: 3 clusters Score -3434504 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3434557.500000 Penalty: 3311.487549
	Iteration 27Q: 3 clusters Score -3434558 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3434601.500000 Penalty: 3311.487549
	Iteration 28Q: 3 clusters Score -3434602 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -3434631.500000 Penalty: 3311.487549
	Iteration 29Q: 3 clusters Score -3434632 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3434665.250000 Penalty: 3311.487549
	Iteration 30Q: 3 clusters Score -3434665 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3434733.250000 Penalty: 3311.487549
	Iteration 31Q: 3 clusters Score -3434733 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -3434778.500000 Penalty: 3311.487549
	Iteration 32Q: 3 clusters Score -3434778 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3434822.000000 Penalty: 3311.487549
	Iteration 33Q: 3 clusters Score -3434822 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -3434869.750000 Penalty: 3311.487549
	Iteration 34Q: 3 clusters Score -3434870 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -3434942.750000 Penalty: 3311.487549
	Iteration 35Q: 3 clusters Score -3434943 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3435017.250000 Penalty: 3311.487549
	Iteration 36Q: 3 clusters Score -3435017 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3435088.750000 Penalty: 3311.487549
	Iteration 37Q: 3 clusters Score -3435089 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -3435147.500000 Penalty: 3311.487549
	Iteration 38Q: 3 clusters Score -3435148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -3435203.250000 Penalty: 3311.487549
	Iteration 39Q: 3 clusters Score -3435203 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3435261.250000 Penalty: 3311.487549
	Iteration 40F: 3 clusters Score -3435261 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -3435315.500000 Penalty: 3311.487549
	Iteration 41Q: 3 clusters Score -3435316 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3435378.500000 Penalty: 3311.487549
	Iteration 42Q: 3 clusters Score -3435378 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -3435466.750000 Penalty: 3311.487549
	Iteration 43Q: 3 clusters Score -3435467 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3435560.000000 Penalty: 3311.487549
	Iteration 44Q: 3 clusters Score -3435560 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3435633.250000 Penalty: 3311.487549
	Iteration 45Q: 3 clusters Score -3435633 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3435713.500000 Penalty: 3311.487549
	Iteration 46Q: 3 clusters Score -3435714 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -3435791.250000 Penalty: 3311.487549
	Iteration 47Q: 3 clusters Score -3435791 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -3435857.500000 Penalty: 3311.487549
	Iteration 48Q: 3 clusters Score -3435858 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3435923.500000 Penalty: 3311.487549
	Iteration 49Q: 3 clusters Score -3435924 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3435960.750000 Penalty: 3311.487549
	Iteration 50Q: 3 clusters Score -3435961 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3435987.000000 Penalty: 3311.487549
	Iteration 51Q: 3 clusters Score -3435987 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3436014.000000 Penalty: 3311.487549
	Iteration 52Q: 3 clusters Score -3436014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3436020.250000 Penalty: 3311.487549
	Iteration 53Q: 3 clusters Score -3436020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3436029.250000 Penalty: 3311.487549
	Iteration 54Q: 3 clusters Score -3436029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3436030.500000 Penalty: 3311.487549
	Iteration 55Q: 3 clusters Score -3436030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3436028.250000 Penalty: 3311.487549
	Iteration 56Q: 3 clusters Score -3436028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3436033.750000 Penalty: 3311.487549
	Iteration 57Q: 3 clusters Score -3436034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3436036.000000 Penalty: 3311.487549
	Iteration 58Q: 3 clusters Score -3436036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3436041.750000 Penalty: 3311.487549
	Iteration 59Q: 3 clusters Score -3436042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -3436041.000000 Penalty: 3311.487549
	Iteration 60F: 3 clusters Score -3436041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3436045.000000 Penalty: 3311.487549
	Iteration 61Q: 3 clusters Score -3436045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3436047.500000 Penalty: 3311.487549
	Iteration 62Q: 3 clusters Score -3436048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3436050.000000 Penalty: 3311.487549
	Iteration 63Q: 3 clusters Score -3436050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3436050.750000 Penalty: 3311.487549
	Iteration 64Q: 3 clusters Score -3436051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3436043.000000 Penalty: 3311.487549
	Iteration 65Q: 3 clusters Score -3436043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3436048.000000 Penalty: 3311.487549
	Iteration 66Q: 3 clusters Score -3436048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3436049.000000 Penalty: 3311.487549
	Iteration 67Q: 3 clusters Score -3436049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3436053.500000 Penalty: 3311.487549
	Iteration 68Q: 3 clusters Score -3436054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3436052.500000 Penalty: 3311.487549
	Iteration 69Q: 3 clusters Score -3436052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3436054.750000 Penalty: 3311.487549
	Iteration 70Q: 3 clusters Score -3436055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3436053.750000 Penalty: 3311.487549
	Iteration 71Q: 3 clusters Score -3436054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -3436050.750000 Penalty: 3311.487549
	Iteration 72Q: 3 clusters Score -3436051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -3436046.750000 Penalty: 3311.487549
	Iteration 73Q: 3 clusters Score -3436047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3436049.500000 Penalty: 3311.487549
	Iteration 74Q: 3 clusters Score -3436050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3436051.000000 Penalty: 3311.487549
	Iteration 75Q: 3 clusters Score -3436051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3436051.000000 Penalty: 3311.487549
	Iteration 76F: 3 clusters Score -3436051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -319809.093750 Penalty: 1265.786377
	Iteration 0F: 2 clusters Score -319809.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -317412.343750 Penalty: 2531.572754
	Iteration 0F: 3 clusters Score -317412.3 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -317907.781250 Penalty: 2531.572754
	Iteration 1F: 3 clusters Score -317907.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -318014.718750 Penalty: 2531.572754
	Iteration 2F: 3 clusters Score -318014.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -318083.031250 Penalty: 2531.572754
	Iteration 3Q: 3 clusters Score -318083 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -318135.437500 Penalty: 2531.572754
	Iteration 4Q: 3 clusters Score -318135.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -318167.093750 Penalty: 2531.572754
	Iteration 5Q: 3 clusters Score -318167.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -318191.968750 Penalty: 2531.572754
	Iteration 6Q: 3 clusters Score -318192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -318209.968750 Penalty: 2531.572754
	Iteration 7Q: 3 clusters Score -318210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -318225.687500 Penalty: 2531.572754
	Iteration 8Q: 3 clusters Score -318225.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -318236.781250 Penalty: 2531.572754
	Iteration 9Q: 3 clusters Score -318236.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -318245.000000 Penalty: 2531.572754
	Iteration 10Q: 3 clusters Score -318245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -318253.437500 Penalty: 2531.572754
	Iteration 11Q: 3 clusters Score -318253.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -318259.656250 Penalty: 2531.572754
	Iteration 12Q: 3 clusters Score -318259.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -318263.875000 Penalty: 2531.572754
	Iteration 13Q: 3 clusters Score -318263.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -318267.906250 Penalty: 2531.572754
	Iteration 14Q: 3 clusters Score -318267.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -318272.062500 Penalty: 2531.572754
	Iteration 15Q: 3 clusters Score -318272.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -318279.031250 Penalty: 2531.572754
	Iteration 16Q: 3 clusters Score -318279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -318281.687500 Penalty: 2531.572754
	Iteration 17Q: 3 clusters Score -318281.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -318284.218750 Penalty: 2531.572754
	Iteration 18Q: 3 clusters Score -318284.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -318284.781250 Penalty: 2531.572754
	Iteration 19Q: 3 clusters Score -318284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -318284.750000 Penalty: 2531.572754
	Iteration 20F: 3 clusters Score -318284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -318284.812500 Penalty: 2531.572754
	Iteration 21Q: 3 clusters Score -318284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -318286.031250 Penalty: 2531.572754
	Iteration 22Q: 3 clusters Score -318286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -318287.656250 Penalty: 2531.572754
	Iteration 23Q: 3 clusters Score -318287.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -318288.125000 Penalty: 2531.572754
	Iteration 24Q: 3 clusters Score -318288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -318288.625000 Penalty: 2531.572754
	Iteration 25Q: 3 clusters Score -318288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -318289.156250 Penalty: 2531.572754
	Iteration 26Q: 3 clusters Score -318289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -318290.250000 Penalty: 2531.572754
	Iteration 27Q: 3 clusters Score -318290.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -318290.968750 Penalty: 2531.572754
	Iteration 28Q: 3 clusters Score -318291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -318290.968750 Penalty: 2531.572754
	Iteration 29F: 3 clusters Score -318291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Entering Unmasked Estep 
Score: -1958189.000000 Penalty: 1565.871338
	Iteration 0F: 2 clusters Score -1958189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1947650.500000 Penalty: 3131.742676
	Iteration 0F: 3 clusters Score -1947650 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1951311.500000 Penalty: 3131.742676
	Iteration 1F: 3 clusters Score -1951312 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1951579.000000 Penalty: 3131.742676
	Iteration 2Q: 3 clusters Score -1951579 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1951809.625000 Penalty: 3131.742676
	Iteration 3Q: 3 clusters Score -1951810 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1952035.375000 Penalty: 3131.742676
	Iteration 4Q: 3 clusters Score -1952035 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1952288.000000 Penalty: 3131.742676
	Iteration 5Q: 3 clusters Score -1952288 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1952590.000000 Penalty: 3131.742676
	Iteration 6Q: 3 clusters Score -1952590 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1952965.250000 Penalty: 3131.742676
	Iteration 7Q: 3 clusters Score -1952965 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1953374.250000 Penalty: 3131.742676
	Iteration 8Q: 3 clusters Score -1953374 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1953876.875000 Penalty: 3131.742676
	Iteration 9Q: 3 clusters Score -1953877 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1954416.750000 Penalty: 3131.742676
	Iteration 10F: 3 clusters Score -1954417 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1954931.125000 Penalty: 3131.742676
	Iteration 11Q: 3 clusters Score -1954931 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1955439.250000 Penalty: 3131.742676
	Iteration 12Q: 3 clusters Score -1955439 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1955885.750000 Penalty: 3131.742676
	Iteration 13Q: 3 clusters Score -1955886 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1956194.250000 Penalty: 3131.742676
	Iteration 14Q: 3 clusters Score -1956194 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1956417.125000 Penalty: 3131.742676
	Iteration 15Q: 3 clusters Score -1956417 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1956550.000000 Penalty: 3131.742676
	Iteration 16Q: 3 clusters Score -1956550 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1956639.250000 Penalty: 3131.742676
	Iteration 17Q: 3 clusters Score -1956639 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1956688.875000 Penalty: 3131.742676
	Iteration 18Q: 3 clusters Score -1956689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1956724.125000 Penalty: 3131.742676
	Iteration 19Q: 3 clusters Score -1956724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1956766.500000 Penalty: 3131.742676
	Iteration 20F: 3 clusters Score -1956766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1956790.875000 Penalty: 3131.742676
	Iteration 21Q: 3 clusters Score -1956791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1956802.375000 Penalty: 3131.742676
	Iteration 22Q: 3 clusters Score -1956802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1956816.750000 Penalty: 3131.742676
	Iteration 23Q: 3 clusters Score -1956817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1956829.875000 Penalty: 3131.742676
	Iteration 24Q: 3 clusters Score -1956830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1956840.125000 Penalty: 3131.742676
	Iteration 25Q: 3 clusters Score -1956840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1956842.375000 Penalty: 3131.742676
	Iteration 26Q: 3 clusters Score -1956842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1956842.000000 Penalty: 3131.742676
	Iteration 27Q: 3 clusters Score -1956842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1956842.000000 Penalty: 3131.742676
	Iteration 28F: 3 clusters Score -1956842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Entering Unmasked Estep 
Score: -847824.062500 Penalty: 1432.883179
	Iteration 0F: 2 clusters Score -847824.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -842756.687500 Penalty: 2865.766357
	Iteration 0F: 3 clusters Score -842756.7 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -844283.687500 Penalty: 2865.766357
	Iteration 1F: 3 clusters Score -844283.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -844428.250000 Penalty: 2865.766357
	Iteration 2F: 3 clusters Score -844428.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -844531.125000 Penalty: 2865.766357
	Iteration 3Q: 3 clusters Score -844531.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -844612.687500 Penalty: 2865.766357
	Iteration 4Q: 3 clusters Score -844612.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -844697.187500 Penalty: 2865.766357
	Iteration 5Q: 3 clusters Score -844697.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -844804.812500 Penalty: 2865.766357
	Iteration 6Q: 3 clusters Score -844804.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -844931.875000 Penalty: 2865.766357
	Iteration 7Q: 3 clusters Score -844931.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -845080.437500 Penalty: 2865.766357
	Iteration 8Q: 3 clusters Score -845080.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -845265.437500 Penalty: 2865.766357
	Iteration 9Q: 3 clusters Score -845265.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -845502.250000 Penalty: 2865.766357
	Iteration 10F: 3 clusters Score -845502.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -845785.750000 Penalty: 2865.766357
	Iteration 11F: 3 clusters Score -845785.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -846044.250000 Penalty: 2865.766357
	Iteration 12Q: 3 clusters Score -846044.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -846259.000000 Penalty: 2865.766357
	Iteration 13Q: 3 clusters Score -846259 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -846406.937500 Penalty: 2865.766357
	Iteration 14Q: 3 clusters Score -846406.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -846489.750000 Penalty: 2865.766357
	Iteration 15Q: 3 clusters Score -846489.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -846542.437500 Penalty: 2865.766357
	Iteration 16Q: 3 clusters Score -846542.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -846579.375000 Penalty: 2865.766357
	Iteration 17Q: 3 clusters Score -846579.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -846618.625000 Penalty: 2865.766357
	Iteration 18Q: 3 clusters Score -846618.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -846652.687500 Penalty: 2865.766357
	Iteration 19Q: 3 clusters Score -846652.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -846682.687500 Penalty: 2865.766357
	Iteration 20F: 3 clusters Score -846682.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -846707.250000 Penalty: 2865.766357
	Iteration 21Q: 3 clusters Score -846707.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -846731.312500 Penalty: 2865.766357
	Iteration 22Q: 3 clusters Score -846731.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -846749.125000 Penalty: 2865.766357
	Iteration 23Q: 3 clusters Score -846749.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -846766.750000 Penalty: 2865.766357
	Iteration 24Q: 3 clusters Score -846766.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -846785.312500 Penalty: 2865.766357
	Iteration 25Q: 3 clusters Score -846785.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -846799.250000 Penalty: 2865.766357
	Iteration 26Q: 3 clusters Score -846799.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -846810.687500 Penalty: 2865.766357
	Iteration 27Q: 3 clusters Score -846810.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -846820.875000 Penalty: 2865.766357
	Iteration 28Q: 3 clusters Score -846820.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -846833.437500 Penalty: 2865.766357
	Iteration 29Q: 3 clusters Score -846833.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -846847.750000 Penalty: 2865.766357
	Iteration 30Q: 3 clusters Score -846847.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -846854.937500 Penalty: 2865.766357
	Iteration 31Q: 3 clusters Score -846854.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -846861.687500 Penalty: 2865.766357
	Iteration 32Q: 3 clusters Score -846861.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -846868.500000 Penalty: 2865.766357
	Iteration 33Q: 3 clusters Score -846868.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -846875.937500 Penalty: 2865.766357
	Iteration 34Q: 3 clusters Score -846875.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -846885.375000 Penalty: 2865.766357
	Iteration 35Q: 3 clusters Score -846885.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -846892.375000 Penalty: 2865.766357
	Iteration 36Q: 3 clusters Score -846892.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -846899.625000 Penalty: 2865.766357
	Iteration 37Q: 3 clusters Score -846899.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -846901.437500 Penalty: 2865.766357
	Iteration 38Q: 3 clusters Score -846901.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -846904.750000 Penalty: 2865.766357
	Iteration 39Q: 3 clusters Score -846904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -846907.562500 Penalty: 2865.766357
	Iteration 40F: 3 clusters Score -846907.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -846911.812500 Penalty: 2865.766357
	Iteration 41Q: 3 clusters Score -846911.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -846917.312500 Penalty: 2865.766357
	Iteration 42Q: 3 clusters Score -846917.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -846920.125000 Penalty: 2865.766357
	Iteration 43Q: 3 clusters Score -846920.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -846923.312500 Penalty: 2865.766357
	Iteration 44Q: 3 clusters Score -846923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -846927.562500 Penalty: 2865.766357
	Iteration 45Q: 3 clusters Score -846927.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -846930.437500 Penalty: 2865.766357
	Iteration 46Q: 3 clusters Score -846930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -846934.062500 Penalty: 2865.766357
	Iteration 47Q: 3 clusters Score -846934.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -846937.875000 Penalty: 2865.766357
	Iteration 48Q: 3 clusters Score -846937.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -846947.687500 Penalty: 2865.766357
	Iteration 49Q: 3 clusters Score -846947.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -846953.000000 Penalty: 2865.766357
	Iteration 50Q: 3 clusters Score -846953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -846960.625000 Penalty: 2865.766357
	Iteration 51Q: 3 clusters Score -846960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -846963.312500 Penalty: 2865.766357
	Iteration 52Q: 3 clusters Score -846963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -846965.062500 Penalty: 2865.766357
	Iteration 53Q: 3 clusters Score -846965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -846968.500000 Penalty: 2865.766357
	Iteration 54Q: 3 clusters Score -846968.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -846972.250000 Penalty: 2865.766357
	Iteration 55Q: 3 clusters Score -846972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -846975.312500 Penalty: 2865.766357
	Iteration 56Q: 3 clusters Score -846975.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -846979.437500 Penalty: 2865.766357
	Iteration 57Q: 3 clusters Score -846979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -846982.062500 Penalty: 2865.766357
	Iteration 58Q: 3 clusters Score -846982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -846981.625000 Penalty: 2865.766357
	Iteration 59Q: 3 clusters Score -846981.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -846982.937500 Penalty: 2865.766357
	Iteration 60F: 3 clusters Score -846982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -846983.250000 Penalty: 2865.766357
	Iteration 61Q: 3 clusters Score -846983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -846983.250000 Penalty: 2865.766357
	Iteration 62F: 3 clusters Score -846983.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Entering Unmasked Estep 
Score: -2036999.625000 Penalty: 1583.222412
	Iteration 0F: 2 clusters Score -2037000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2025390.625000 Penalty: 3166.444824
	Iteration 0F: 3 clusters Score -2025391 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2029593.250000 Penalty: 3166.444824
	Iteration 1F: 3 clusters Score -2029593 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2030029.125000 Penalty: 3166.444824
	Iteration 2F: 3 clusters Score -2030029 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2030447.625000 Penalty: 3166.444824
	Iteration 3F: 3 clusters Score -2030448 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2030832.625000 Penalty: 3166.444824
	Iteration 4Q: 3 clusters Score -2030833 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2031257.625000 Penalty: 3166.444824
	Iteration 5Q: 3 clusters Score -2031258 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2031677.625000 Penalty: 3166.444824
	Iteration 6Q: 3 clusters Score -2031678 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2032111.250000 Penalty: 3166.444824
	Iteration 7Q: 3 clusters Score -2032111 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2032583.375000 Penalty: 3166.444824
	Iteration 8Q: 3 clusters Score -2032583 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2033053.125000 Penalty: 3166.444824
	Iteration 9Q: 3 clusters Score -2033053 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2033479.125000 Penalty: 3166.444824
	Iteration 10Q: 3 clusters Score -2033479 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2033878.875000 Penalty: 3166.444824
	Iteration 11Q: 3 clusters Score -2033879 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2034165.125000 Penalty: 3166.444824
	Iteration 12Q: 3 clusters Score -2034165 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2034363.125000 Penalty: 3166.444824
	Iteration 13Q: 3 clusters Score -2034363 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2034520.000000 Penalty: 3166.444824
	Iteration 14Q: 3 clusters Score -2034520 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2034674.000000 Penalty: 3166.444824
	Iteration 15Q: 3 clusters Score -2034674 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2034824.125000 Penalty: 3166.444824
	Iteration 16Q: 3 clusters Score -2034824 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2034964.875000 Penalty: 3166.444824
	Iteration 17Q: 3 clusters Score -2034965 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2035103.750000 Penalty: 3166.444824
	Iteration 18Q: 3 clusters Score -2035104 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2035231.125000 Penalty: 3166.444824
	Iteration 19Q: 3 clusters Score -2035231 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2035367.625000 Penalty: 3166.444824
	Iteration 20F: 3 clusters Score -2035368 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2035470.750000 Penalty: 3166.444824
	Iteration 21Q: 3 clusters Score -2035471 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2035552.250000 Penalty: 3166.444824
	Iteration 22Q: 3 clusters Score -2035552 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2035615.500000 Penalty: 3166.444824
	Iteration 23Q: 3 clusters Score -2035616 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2035668.000000 Penalty: 3166.444824
	Iteration 24Q: 3 clusters Score -2035668 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2035706.625000 Penalty: 3166.444824
	Iteration 25Q: 3 clusters Score -2035707 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2035728.500000 Penalty: 3166.444824
	Iteration 26Q: 3 clusters Score -2035728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2035755.375000 Penalty: 3166.444824
	Iteration 27Q: 3 clusters Score -2035755 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2035770.000000 Penalty: 3166.444824
	Iteration 28Q: 3 clusters Score -2035770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2035783.500000 Penalty: 3166.444824
	Iteration 29Q: 3 clusters Score -2035784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2035797.000000 Penalty: 3166.444824
	Iteration 30Q: 3 clusters Score -2035797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2035802.125000 Penalty: 3166.444824
	Iteration 31Q: 3 clusters Score -2035802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2035807.000000 Penalty: 3166.444824
	Iteration 32Q: 3 clusters Score -2035807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2035813.625000 Penalty: 3166.444824
	Iteration 33Q: 3 clusters Score -2035814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2035817.125000 Penalty: 3166.444824
	Iteration 34Q: 3 clusters Score -2035817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2035822.125000 Penalty: 3166.444824
	Iteration 35Q: 3 clusters Score -2035822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2035828.125000 Penalty: 3166.444824
	Iteration 36Q: 3 clusters Score -2035828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2035825.000000 Penalty: 3166.444824
	Iteration 37Q: 3 clusters Score -2035825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2035829.500000 Penalty: 3166.444824
	Iteration 38Q: 3 clusters Score -2035830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2035835.375000 Penalty: 3166.444824
	Iteration 39Q: 3 clusters Score -2035835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2035837.625000 Penalty: 3166.444824
	Iteration 40F: 3 clusters Score -2035838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2035835.250000 Penalty: 3166.444824
	Iteration 41Q: 3 clusters Score -2035835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2035832.375000 Penalty: 3166.444824
	Iteration 42Q: 3 clusters Score -2035832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2035837.250000 Penalty: 3166.444824
	Iteration 43Q: 3 clusters Score -2035837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2035841.125000 Penalty: 3166.444824
	Iteration 44Q: 3 clusters Score -2035841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2035842.500000 Penalty: 3166.444824
	Iteration 45Q: 3 clusters Score -2035842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2035845.250000 Penalty: 3166.444824
	Iteration 46Q: 3 clusters Score -2035845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2035846.625000 Penalty: 3166.444824
	Iteration 47Q: 3 clusters Score -2035847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2035847.125000 Penalty: 3166.444824
	Iteration 48Q: 3 clusters Score -2035847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2035848.125000 Penalty: 3166.444824
	Iteration 49Q: 3 clusters Score -2035848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2035853.625000 Penalty: 3166.444824
	Iteration 50Q: 3 clusters Score -2035854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2035851.750000 Penalty: 3166.444824
	Iteration 51Q: 3 clusters Score -2035852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2035854.125000 Penalty: 3166.444824
	Iteration 52Q: 3 clusters Score -2035854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2035855.125000 Penalty: 3166.444824
	Iteration 53Q: 3 clusters Score -2035855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2035855.000000 Penalty: 3166.444824
	Iteration 54Q: 3 clusters Score -2035855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2035853.875000 Penalty: 3166.444824
	Iteration 55Q: 3 clusters Score -2035854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2035853.375000 Penalty: 3166.444824
	Iteration 56Q: 3 clusters Score -2035853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2035855.625000 Penalty: 3166.444824
	Iteration 57Q: 3 clusters Score -2035856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2035855.500000 Penalty: 3166.444824
	Iteration 58Q: 3 clusters Score -2035856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2035855.250000 Penalty: 3166.444824
	Iteration 59Q: 3 clusters Score -2035855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2035851.750000 Penalty: 3166.444824
	Iteration 60F: 3 clusters Score -2035852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2035856.375000 Penalty: 3166.444824
	Iteration 61Q: 3 clusters Score -2035856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2035855.375000 Penalty: 3166.444824
	Iteration 62Q: 3 clusters Score -2035855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2035857.250000 Penalty: 3166.444824
	Iteration 63Q: 3 clusters Score -2035857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2035857.250000 Penalty: 3166.444824
	Iteration 64Q: 3 clusters Score -2035857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2035857.125000 Penalty: 3166.444824
	Iteration 65Q: 3 clusters Score -2035857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2035862.375000 Penalty: 3166.444824
	Iteration 66Q: 3 clusters Score -2035862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2035861.500000 Penalty: 3166.444824
	Iteration 67Q: 3 clusters Score -2035862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2035865.625000 Penalty: 3166.444824
	Iteration 68Q: 3 clusters Score -2035866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2035863.000000 Penalty: 3166.444824
	Iteration 69Q: 3 clusters Score -2035863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2035863.500000 Penalty: 3166.444824
	Iteration 70Q: 3 clusters Score -2035864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2035863.875000 Penalty: 3166.444824
	Iteration 71Q: 3 clusters Score -2035864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2035862.250000 Penalty: 3166.444824
	Iteration 72Q: 3 clusters Score -2035862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2035862.875000 Penalty: 3166.444824
	Iteration 73Q: 3 clusters Score -2035863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2035862.125000 Penalty: 3166.444824
	Iteration 74Q: 3 clusters Score -2035862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2035863.875000 Penalty: 3166.444824
	Iteration 75Q: 3 clusters Score -2035864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2035867.250000 Penalty: 3166.444824
	Iteration 76Q: 3 clusters Score -2035867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2035869.875000 Penalty: 3166.444824
	Iteration 77Q: 3 clusters Score -2035870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2035867.875000 Penalty: 3166.444824
	Iteration 78Q: 3 clusters Score -2035868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2035871.375000 Penalty: 3166.444824
	Iteration 79Q: 3 clusters Score -2035871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2035871.625000 Penalty: 3166.444824
	Iteration 80F: 3 clusters Score -2035872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2035872.125000 Penalty: 3166.444824
	Iteration 81Q: 3 clusters Score -2035872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2035878.750000 Penalty: 3166.444824
	Iteration 82Q: 3 clusters Score -2035879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2035878.625000 Penalty: 3166.444824
	Iteration 83Q: 3 clusters Score -2035879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2035882.875000 Penalty: 3166.444824
	Iteration 84Q: 3 clusters Score -2035883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2035882.625000 Penalty: 3166.444824
	Iteration 85Q: 3 clusters Score -2035883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2035884.250000 Penalty: 3166.444824
	Iteration 86Q: 3 clusters Score -2035884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2035891.750000 Penalty: 3166.444824
	Iteration 87Q: 3 clusters Score -2035892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2035889.750000 Penalty: 3166.444824
	Iteration 88Q: 3 clusters Score -2035890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2035891.750000 Penalty: 3166.444824
	Iteration 89Q: 3 clusters Score -2035892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2035892.000000 Penalty: 3166.444824
	Iteration 90Q: 3 clusters Score -2035892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2035892.500000 Penalty: 3166.444824
	Iteration 91Q: 3 clusters Score -2035892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2035891.750000 Penalty: 3166.444824
	Iteration 92Q: 3 clusters Score -2035892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2035893.625000 Penalty: 3166.444824
	Iteration 93Q: 3 clusters Score -2035894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2035897.875000 Penalty: 3166.444824
	Iteration 94Q: 3 clusters Score -2035898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2035899.125000 Penalty: 3166.444824
	Iteration 95Q: 3 clusters Score -2035899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2035904.875000 Penalty: 3166.444824
	Iteration 96Q: 3 clusters Score -2035905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2035907.000000 Penalty: 3166.444824
	Iteration 97Q: 3 clusters Score -2035907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2035911.875000 Penalty: 3166.444824
	Iteration 98Q: 3 clusters Score -2035912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2035914.125000 Penalty: 3166.444824
	Iteration 99Q: 3 clusters Score -2035914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2035915.500000 Penalty: 3166.444824
	Iteration 100F: 3 clusters Score -2035916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2035919.000000 Penalty: 3166.444824
	Iteration 101Q: 3 clusters Score -2035919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2035923.250000 Penalty: 3166.444824
	Iteration 102Q: 3 clusters Score -2035923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2035924.750000 Penalty: 3166.444824
	Iteration 103Q: 3 clusters Score -2035925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2035926.000000 Penalty: 3166.444824
	Iteration 104Q: 3 clusters Score -2035926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2035926.500000 Penalty: 3166.444824
	Iteration 105Q: 3 clusters Score -2035926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2035928.375000 Penalty: 3166.444824
	Iteration 106Q: 3 clusters Score -2035928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2035930.500000 Penalty: 3166.444824
	Iteration 107Q: 3 clusters Score -2035930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2035929.500000 Penalty: 3166.444824
	Iteration 108Q: 3 clusters Score -2035930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2035929.500000 Penalty: 3166.444824
	Iteration 109F: 3 clusters Score -2035930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -1087617.500000 Penalty: 1486.556274
	Iteration 0F: 2 clusters Score -1087618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1080873.625000 Penalty: 2973.112549
	Iteration 0F: 3 clusters Score -1080874 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1083142.250000 Penalty: 2973.112549
	Iteration 1F: 3 clusters Score -1083142 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1083558.625000 Penalty: 2973.112549
	Iteration 2F: 3 clusters Score -1083559 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1083928.000000 Penalty: 2973.112549
	Iteration 3F: 3 clusters Score -1083928 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1084244.375000 Penalty: 2973.112549
	Iteration 4F: 3 clusters Score -1084244 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1084532.875000 Penalty: 2973.112549
	Iteration 5Q: 3 clusters Score -1084533 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1084836.375000 Penalty: 2973.112549
	Iteration 6Q: 3 clusters Score -1084836 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1085102.625000 Penalty: 2973.112549
	Iteration 7Q: 3 clusters Score -1085103 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1085315.375000 Penalty: 2973.112549
	Iteration 8Q: 3 clusters Score -1085315 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1085491.125000 Penalty: 2973.112549
	Iteration 9Q: 3 clusters Score -1085491 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1085635.125000 Penalty: 2973.112549
	Iteration 10Q: 3 clusters Score -1085635 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1085737.750000 Penalty: 2973.112549
	Iteration 11Q: 3 clusters Score -1085738 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1085811.125000 Penalty: 2973.112549
	Iteration 12Q: 3 clusters Score -1085811 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1085859.875000 Penalty: 2973.112549
	Iteration 13Q: 3 clusters Score -1085860 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1085895.500000 Penalty: 2973.112549
	Iteration 14Q: 3 clusters Score -1085896 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1085922.125000 Penalty: 2973.112549
	Iteration 15Q: 3 clusters Score -1085922 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1085948.875000 Penalty: 2973.112549
	Iteration 16Q: 3 clusters Score -1085949 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1085971.875000 Penalty: 2973.112549
	Iteration 17Q: 3 clusters Score -1085972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1085994.250000 Penalty: 2973.112549
	Iteration 18Q: 3 clusters Score -1085994 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1086020.125000 Penalty: 2973.112549
	Iteration 19Q: 3 clusters Score -1086020 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1086042.750000 Penalty: 2973.112549
	Iteration 20F: 3 clusters Score -1086043 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1086073.250000 Penalty: 2973.112549
	Iteration 21Q: 3 clusters Score -1086073 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1086106.125000 Penalty: 2973.112549
	Iteration 22Q: 3 clusters Score -1086106 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1086141.125000 Penalty: 2973.112549
	Iteration 23Q: 3 clusters Score -1086141 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1086164.750000 Penalty: 2973.112549
	Iteration 24Q: 3 clusters Score -1086165 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1086182.125000 Penalty: 2973.112549
	Iteration 25Q: 3 clusters Score -1086182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1086200.125000 Penalty: 2973.112549
	Iteration 26Q: 3 clusters Score -1086200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1086211.250000 Penalty: 2973.112549
	Iteration 27Q: 3 clusters Score -1086211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1086222.250000 Penalty: 2973.112549
	Iteration 28Q: 3 clusters Score -1086222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1086231.750000 Penalty: 2973.112549
	Iteration 29Q: 3 clusters Score -1086232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1086241.875000 Penalty: 2973.112549
	Iteration 30Q: 3 clusters Score -1086242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1086258.875000 Penalty: 2973.112549
	Iteration 31Q: 3 clusters Score -1086259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1086283.125000 Penalty: 2973.112549
	Iteration 32Q: 3 clusters Score -1086283 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1086308.500000 Penalty: 2973.112549
	Iteration 33Q: 3 clusters Score -1086308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1086340.000000 Penalty: 2973.112549
	Iteration 34Q: 3 clusters Score -1086340 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1086367.375000 Penalty: 2973.112549
	Iteration 35Q: 3 clusters Score -1086367 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1086381.000000 Penalty: 2973.112549
	Iteration 36Q: 3 clusters Score -1086381 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1086408.125000 Penalty: 2973.112549
	Iteration 37Q: 3 clusters Score -1086408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1086436.500000 Penalty: 2973.112549
	Iteration 38Q: 3 clusters Score -1086436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1086468.375000 Penalty: 2973.112549
	Iteration 39Q: 3 clusters Score -1086468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1086501.250000 Penalty: 2973.112549
	Iteration 40F: 3 clusters Score -1086501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1086525.250000 Penalty: 2973.112549
	Iteration 41Q: 3 clusters Score -1086525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1086534.500000 Penalty: 2973.112549
	Iteration 42Q: 3 clusters Score -1086534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1086538.875000 Penalty: 2973.112549
	Iteration 43Q: 3 clusters Score -1086539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1086543.375000 Penalty: 2973.112549
	Iteration 44Q: 3 clusters Score -1086543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1086547.500000 Penalty: 2973.112549
	Iteration 45Q: 3 clusters Score -1086548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1086549.250000 Penalty: 2973.112549
	Iteration 46Q: 3 clusters Score -1086549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1086554.750000 Penalty: 2973.112549
	Iteration 47Q: 3 clusters Score -1086555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1086557.000000 Penalty: 2973.112549
	Iteration 48Q: 3 clusters Score -1086557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1086558.250000 Penalty: 2973.112549
	Iteration 49Q: 3 clusters Score -1086558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1086560.375000 Penalty: 2973.112549
	Iteration 50Q: 3 clusters Score -1086560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1086563.375000 Penalty: 2973.112549
	Iteration 51Q: 3 clusters Score -1086563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1086566.375000 Penalty: 2973.112549
	Iteration 52Q: 3 clusters Score -1086566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1086566.875000 Penalty: 2973.112549
	Iteration 53Q: 3 clusters Score -1086567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1086566.875000 Penalty: 2973.112549
	Iteration 54F: 3 clusters Score -1086567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -674386.187500 Penalty: 1394.124634
	Iteration 0F: 2 clusters Score -674386.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -670273.250000 Penalty: 2788.249268
	Iteration 0F: 3 clusters Score -670273.2 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -671501.312500 Penalty: 2788.249268
	Iteration 1F: 3 clusters Score -671501.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -671777.187500 Penalty: 2788.249268
	Iteration 2F: 3 clusters Score -671777.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -672068.687500 Penalty: 2788.249268
	Iteration 3F: 3 clusters Score -672068.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -672315.375000 Penalty: 2788.249268
	Iteration 4F: 3 clusters Score -672315.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -672538.750000 Penalty: 2788.249268
	Iteration 5F: 3 clusters Score -672538.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -672736.250000 Penalty: 2788.249268
	Iteration 6F: 3 clusters Score -672736.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -672892.687500 Penalty: 2788.249268
	Iteration 7Q: 3 clusters Score -672892.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -673027.812500 Penalty: 2788.249268
	Iteration 8Q: 3 clusters Score -673027.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -673153.812500 Penalty: 2788.249268
	Iteration 9Q: 3 clusters Score -673153.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -673266.125000 Penalty: 2788.249268
	Iteration 10Q: 3 clusters Score -673266.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -673345.375000 Penalty: 2788.249268
	Iteration 11Q: 3 clusters Score -673345.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -673412.000000 Penalty: 2788.249268
	Iteration 12Q: 3 clusters Score -673412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -673448.687500 Penalty: 2788.249268
	Iteration 13Q: 3 clusters Score -673448.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -673472.500000 Penalty: 2788.249268
	Iteration 14Q: 3 clusters Score -673472.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -673490.625000 Penalty: 2788.249268
	Iteration 15Q: 3 clusters Score -673490.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -673515.000000 Penalty: 2788.249268
	Iteration 16Q: 3 clusters Score -673515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -673533.375000 Penalty: 2788.249268
	Iteration 17Q: 3 clusters Score -673533.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -673543.375000 Penalty: 2788.249268
	Iteration 18Q: 3 clusters Score -673543.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -673557.625000 Penalty: 2788.249268
	Iteration 19Q: 3 clusters Score -673557.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -673572.687500 Penalty: 2788.249268
	Iteration 20F: 3 clusters Score -673572.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -673586.187500 Penalty: 2788.249268
	Iteration 21Q: 3 clusters Score -673586.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -673601.625000 Penalty: 2788.249268
	Iteration 22Q: 3 clusters Score -673601.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -673612.750000 Penalty: 2788.249268
	Iteration 23Q: 3 clusters Score -673612.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -673623.750000 Penalty: 2788.249268
	Iteration 24Q: 3 clusters Score -673623.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -673629.562500 Penalty: 2788.249268
	Iteration 25Q: 3 clusters Score -673629.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -673642.625000 Penalty: 2788.249268
	Iteration 26Q: 3 clusters Score -673642.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -673658.687500 Penalty: 2788.249268
	Iteration 27Q: 3 clusters Score -673658.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -673666.750000 Penalty: 2788.249268
	Iteration 28Q: 3 clusters Score -673666.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -673675.437500 Penalty: 2788.249268
	Iteration 29Q: 3 clusters Score -673675.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -673680.500000 Penalty: 2788.249268
	Iteration 30Q: 3 clusters Score -673680.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -673688.937500 Penalty: 2788.249268
	Iteration 31Q: 3 clusters Score -673688.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -673694.625000 Penalty: 2788.249268
	Iteration 32Q: 3 clusters Score -673694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -673700.187500 Penalty: 2788.249268
	Iteration 33Q: 3 clusters Score -673700.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -673705.750000 Penalty: 2788.249268
	Iteration 34Q: 3 clusters Score -673705.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -673717.062500 Penalty: 2788.249268
	Iteration 35Q: 3 clusters Score -673717.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -673722.625000 Penalty: 2788.249268
	Iteration 36Q: 3 clusters Score -673722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -673724.937500 Penalty: 2788.249268
	Iteration 37Q: 3 clusters Score -673724.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -673728.875000 Penalty: 2788.249268
	Iteration 38Q: 3 clusters Score -673728.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -673732.625000 Penalty: 2788.249268
	Iteration 39Q: 3 clusters Score -673732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -673733.125000 Penalty: 2788.249268
	Iteration 40F: 3 clusters Score -673733.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -673735.250000 Penalty: 2788.249268
	Iteration 41Q: 3 clusters Score -673735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -673735.250000 Penalty: 2788.249268
	Iteration 42F: 3 clusters Score -673735.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Entering Unmasked Estep 
Score: -3497696.000000 Penalty: 1661.719971
	Iteration 0F: 2 clusters Score -3497696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3479103.500000 Penalty: 3323.439941
	Iteration 0F: 3 clusters Score -3479104 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3486034.250000 Penalty: 3323.439941
	Iteration 1F: 3 clusters Score -3486034 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3486474.250000 Penalty: 3323.439941
	Iteration 2Q: 3 clusters Score -3486474 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -3486933.250000 Penalty: 3323.439941
	Iteration 3Q: 3 clusters Score -3486933 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -3487395.500000 Penalty: 3323.439941
	Iteration 4Q: 3 clusters Score -3487396 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -3487894.500000 Penalty: 3323.439941
	Iteration 5Q: 3 clusters Score -3487894 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3488424.750000 Penalty: 3323.439941
	Iteration 6Q: 3 clusters Score -3488425 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3489014.500000 Penalty: 3323.439941
	Iteration 7Q: 3 clusters Score -3489014 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -3489560.500000 Penalty: 3323.439941
	Iteration 8Q: 3 clusters Score -3489560 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3490062.250000 Penalty: 3323.439941
	Iteration 9Q: 3 clusters Score -3490062 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -3490528.000000 Penalty: 3323.439941
	Iteration 10Q: 3 clusters Score -3490528 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3490995.500000 Penalty: 3323.439941
	Iteration 11Q: 3 clusters Score -3490996 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3491494.250000 Penalty: 3323.439941
	Iteration 12Q: 3 clusters Score -3491494 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -3492155.500000 Penalty: 3323.439941
	Iteration 13Q: 3 clusters Score -3492156 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -3492884.000000 Penalty: 3323.439941
	Iteration 14Q: 3 clusters Score -3492884 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3493623.000000 Penalty: 3323.439941
	Iteration 15Q: 3 clusters Score -3493623 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3494258.500000 Penalty: 3323.439941
	Iteration 16Q: 3 clusters Score -3494258 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3494791.000000 Penalty: 3323.439941
	Iteration 17Q: 3 clusters Score -3494791 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3495192.000000 Penalty: 3323.439941
	Iteration 18Q: 3 clusters Score -3495192 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3495521.750000 Penalty: 3323.439941
	Iteration 19Q: 3 clusters Score -3495522 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3495761.250000 Penalty: 3323.439941
	Iteration 20F: 3 clusters Score -3495761 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3495975.750000 Penalty: 3323.439941
	Iteration 21Q: 3 clusters Score -3495976 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3496118.250000 Penalty: 3323.439941
	Iteration 22Q: 3 clusters Score -3496118 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3496267.250000 Penalty: 3323.439941
	Iteration 23Q: 3 clusters Score -3496267 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3496380.750000 Penalty: 3323.439941
	Iteration 24Q: 3 clusters Score -3496381 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3496471.750000 Penalty: 3323.439941
	Iteration 25Q: 3 clusters Score -3496472 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3496545.750000 Penalty: 3323.439941
	Iteration 26Q: 3 clusters Score -3496546 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3496594.000000 Penalty: 3323.439941
	Iteration 27Q: 3 clusters Score -3496594 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3496633.000000 Penalty: 3323.439941
	Iteration 28Q: 3 clusters Score -3496633 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3496660.750000 Penalty: 3323.439941
	Iteration 29Q: 3 clusters Score -3496661 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3496685.250000 Penalty: 3323.439941
	Iteration 30Q: 3 clusters Score -3496685 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3496695.250000 Penalty: 3323.439941
	Iteration 31Q: 3 clusters Score -3496695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3496697.500000 Penalty: 3323.439941
	Iteration 32Q: 3 clusters Score -3496698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3496706.500000 Penalty: 3323.439941
	Iteration 33Q: 3 clusters Score -3496706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3496709.000000 Penalty: 3323.439941
	Iteration 34Q: 3 clusters Score -3496709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3496711.500000 Penalty: 3323.439941
	Iteration 35Q: 3 clusters Score -3496712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3496718.750000 Penalty: 3323.439941
	Iteration 36Q: 3 clusters Score -3496719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3496719.500000 Penalty: 3323.439941
	Iteration 37Q: 3 clusters Score -3496720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3496721.750000 Penalty: 3323.439941
	Iteration 38Q: 3 clusters Score -3496722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3496723.250000 Penalty: 3323.439941
	Iteration 39Q: 3 clusters Score -3496723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3496726.500000 Penalty: 3323.439941
	Iteration 40F: 3 clusters Score -3496726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3496724.000000 Penalty: 3323.439941
	Iteration 41Q: 3 clusters Score -3496724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3496724.000000 Penalty: 3323.439941
	Iteration 42F: 3 clusters Score -3496724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (84703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Entering Unmasked Estep 
Score: -10786457.000000 Penalty: 1843.872314
	Iteration 0F: 2 clusters Score -1.078646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -10730756.000000 Penalty: 3687.744629
	Iteration 0F: 3 clusters Score -1.073076e+07 nChanged 40329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -10754074.000000 Penalty: 3687.744629
	Iteration 1F: 3 clusters Score -1.075407e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -10755281.000000 Penalty: 3687.744629
	Iteration 2Q: 3 clusters Score -1.075528e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -10756872.000000 Penalty: 3687.744629
	Iteration 3Q: 3 clusters Score -1.075687e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -10759710.000000 Penalty: 3687.744629
	Iteration 4F: 3 clusters Score -1.075971e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -10764239.000000 Penalty: 3687.744629
	Iteration 5F: 3 clusters Score -1.076424e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 65599 members 
Entering Unmasked Estep 
Score: -10769721.000000 Penalty: 3687.744629
	Iteration 6F: 3 clusters Score -1.076972e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 71404 members 
Entering Unmasked Estep 
Score: -10774910.000000 Penalty: 3687.744629
	Iteration 7F: 3 clusters Score -1.077491e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -10778831.000000 Penalty: 3687.744629
	Iteration 8F: 3 clusters Score -1.077883e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 78643 members 
Entering Unmasked Estep 
Score: -10781289.000000 Penalty: 3687.744629
	Iteration 9Q: 3 clusters Score -1.078129e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -10782824.000000 Penalty: 3687.744629
	Iteration 10Q: 3 clusters Score -1.078282e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 81633 members 
Entering Unmasked Estep 
Score: -10783733.000000 Penalty: 3687.744629
	Iteration 11Q: 3 clusters Score -1.078373e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 82273 members 
Entering Unmasked Estep 
Score: -10784261.000000 Penalty: 3687.744629
	Iteration 12Q: 3 clusters Score -1.078426e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -10784512.000000 Penalty: 3687.744629
	Iteration 13Q: 3 clusters Score -1.078451e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 82948 members 
Entering Unmasked Estep 
Score: -10784643.000000 Penalty: 3687.744629
	Iteration 14Q: 3 clusters Score -1.078464e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 83153 members 
Entering Unmasked Estep 
Score: -10784759.000000 Penalty: 3687.744629
	Iteration 15Q: 3 clusters Score -1.078476e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 83319 members 
Entering Unmasked Estep 
Score: -10784837.000000 Penalty: 3687.744629
	Iteration 16Q: 3 clusters Score -1.078484e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -10784907.000000 Penalty: 3687.744629
	Iteration 17Q: 3 clusters Score -1.078491e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 83549 members 
Entering Unmasked Estep 
Score: -10784940.000000 Penalty: 3687.744629
	Iteration 18Q: 3 clusters Score -1.078494e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -10784989.000000 Penalty: 3687.744629
	Iteration 19Q: 3 clusters Score -1.078499e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -10785008.000000 Penalty: 3687.744629
	Iteration 20F: 3 clusters Score -1.078501e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -10785033.000000 Penalty: 3687.744629
	Iteration 21Q: 3 clusters Score -1.078503e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 83812 members 
Entering Unmasked Estep 
Score: -10785049.000000 Penalty: 3687.744629
	Iteration 22Q: 3 clusters Score -1.078505e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 83848 members 
Entering Unmasked Estep 
Score: -10785071.000000 Penalty: 3687.744629
	Iteration 23Q: 3 clusters Score -1.078507e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 83875 members 
Entering Unmasked Estep 
Score: -10785074.000000 Penalty: 3687.744629
	Iteration 24Q: 3 clusters Score -1.078507e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 83901 members 
Entering Unmasked Estep 
Score: -10785090.000000 Penalty: 3687.744629
	Iteration 25Q: 3 clusters Score -1.078509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 83920 members 
Entering Unmasked Estep 
Score: -10785105.000000 Penalty: 3687.744629
	Iteration 26Q: 3 clusters Score -1.07851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 83934 members 
Entering Unmasked Estep 
Score: -10785089.000000 Penalty: 3687.744629
	Iteration 27Q: 3 clusters Score -1.078509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -10785095.000000 Penalty: 3687.744629
	Iteration 28Q: 3 clusters Score -1.07851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -10785097.000000 Penalty: 3687.744629
	Iteration 29Q: 3 clusters Score -1.07851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 83959 members 
Entering Unmasked Estep 
Score: -10785083.000000 Penalty: 3687.744629
	Iteration 30Q: 3 clusters Score -1.078508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 83962 members 
Entering Unmasked Estep 
Score: -10785088.000000 Penalty: 3687.744629
	Iteration 31Q: 3 clusters Score -1.078509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 83964 members 
Entering Unmasked Estep 
Score: -10785091.000000 Penalty: 3687.744629
	Iteration 32Q: 3 clusters Score -1.078509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 83967 members 
Entering Unmasked Estep 
Score: -10785089.000000 Penalty: 3687.744629
	Iteration 33Q: 3 clusters Score -1.078509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 83969 members 
Entering Unmasked Estep 
Score: -10785081.000000 Penalty: 3687.744629
	Iteration 34Q: 3 clusters Score -1.078508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -10785083.000000 Penalty: 3687.744629
	Iteration 35Q: 3 clusters Score -1.078508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -10785085.000000 Penalty: 3687.744629
	Iteration 36Q: 3 clusters Score -1.078508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -10785085.000000 Penalty: 3687.744629
	Iteration 37F: 3 clusters Score -1.078508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Entering Unmasked Estep 
Score: -888953.625000 Penalty: 1439.484985
	Iteration 0F: 2 clusters Score -888953.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -883765.562500 Penalty: 2878.969971
	Iteration 0F: 3 clusters Score -883765.6 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -885544.562500 Penalty: 2878.969971
	Iteration 1F: 3 clusters Score -885544.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -885946.250000 Penalty: 2878.969971
	Iteration 2F: 3 clusters Score -885946.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -886362.187500 Penalty: 2878.969971
	Iteration 3F: 3 clusters Score -886362.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -886804.812500 Penalty: 2878.969971
	Iteration 4F: 3 clusters Score -886804.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -887306.187500 Penalty: 2878.969971
	Iteration 5F: 3 clusters Score -887306.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -887739.562500 Penalty: 2878.969971
	Iteration 6F: 3 clusters Score -887739.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -888048.937500 Penalty: 2878.969971
	Iteration 7F: 3 clusters Score -888048.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -888209.062500 Penalty: 2878.969971
	Iteration 8Q: 3 clusters Score -888209.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -888285.000000 Penalty: 2878.969971
	Iteration 9Q: 3 clusters Score -888285 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -888331.250000 Penalty: 2878.969971
	Iteration 10Q: 3 clusters Score -888331.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -888369.437500 Penalty: 2878.969971
	Iteration 11Q: 3 clusters Score -888369.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -888394.625000 Penalty: 2878.969971
	Iteration 12Q: 3 clusters Score -888394.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -888417.500000 Penalty: 2878.969971
	Iteration 13Q: 3 clusters Score -888417.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -888433.125000 Penalty: 2878.969971
	Iteration 14Q: 3 clusters Score -888433.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -888448.062500 Penalty: 2878.969971
	Iteration 15Q: 3 clusters Score -888448.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -888457.312500 Penalty: 2878.969971
	Iteration 16Q: 3 clusters Score -888457.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -888465.812500 Penalty: 2878.969971
	Iteration 17Q: 3 clusters Score -888465.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -888475.500000 Penalty: 2878.969971
	Iteration 18Q: 3 clusters Score -888475.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -888480.750000 Penalty: 2878.969971
	Iteration 19Q: 3 clusters Score -888480.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -888487.062500 Penalty: 2878.969971
	Iteration 20F: 3 clusters Score -888487.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -888492.500000 Penalty: 2878.969971
	Iteration 21Q: 3 clusters Score -888492.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -888499.000000 Penalty: 2878.969971
	Iteration 22Q: 3 clusters Score -888499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -888501.875000 Penalty: 2878.969971
	Iteration 23Q: 3 clusters Score -888501.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -888505.375000 Penalty: 2878.969971
	Iteration 24Q: 3 clusters Score -888505.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -888506.500000 Penalty: 2878.969971
	Iteration 25Q: 3 clusters Score -888506.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -888507.125000 Penalty: 2878.969971
	Iteration 26Q: 3 clusters Score -888507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -888509.062500 Penalty: 2878.969971
	Iteration 27Q: 3 clusters Score -888509.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -888510.437500 Penalty: 2878.969971
	Iteration 28Q: 3 clusters Score -888510.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -888509.125000 Penalty: 2878.969971
	Iteration 29Q: 3 clusters Score -888509.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -888509.125000 Penalty: 2878.969971
	Iteration 30F: 3 clusters Score -888509.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Entering Unmasked Estep 
Score: -1382191.750000 Penalty: 1518.342651
	Iteration 0F: 2 clusters Score -1382192 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 5640 members 
Entering Unmasked Estep 
Score: -1374119.875000 Penalty: 3036.685303
	Iteration 0F: 3 clusters Score -1374120 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1377147.500000 Penalty: 3036.685303
	Iteration 1F: 3 clusters Score -1377148 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1378008.250000 Penalty: 3036.685303
	Iteration 2F: 3 clusters Score -1378008 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1379001.875000 Penalty: 3036.685303
	Iteration 3F: 3 clusters Score -1379002 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1379893.750000 Penalty: 3036.685303
	Iteration 4F: 3 clusters Score -1379894 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1380545.125000 Penalty: 3036.685303
	Iteration 5F: 3 clusters Score -1380545 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1381057.250000 Penalty: 3036.685303
	Iteration 6F: 3 clusters Score -1381057 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1381510.750000 Penalty: 3036.685303
	Iteration 7Q: 3 clusters Score -1381511 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1381745.250000 Penalty: 3036.685303
	Iteration 8Q: 3 clusters Score -1381745 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1381838.500000 Penalty: 3036.685303
	Iteration 9Q: 3 clusters Score -1381838 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1381891.500000 Penalty: 3036.685303
	Iteration 10Q: 3 clusters Score -1381892 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1381927.750000 Penalty: 3036.685303
	Iteration 11Q: 3 clusters Score -1381928 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1381962.250000 Penalty: 3036.685303
	Iteration 12Q: 3 clusters Score -1381962 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1381987.250000 Penalty: 3036.685303
	Iteration 13Q: 3 clusters Score -1381987 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1382009.875000 Penalty: 3036.685303
	Iteration 14Q: 3 clusters Score -1382010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1382025.875000 Penalty: 3036.685303
	Iteration 15Q: 3 clusters Score -1382026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1382045.000000 Penalty: 3036.685303
	Iteration 16Q: 3 clusters Score -1382045 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1382060.625000 Penalty: 3036.685303
	Iteration 17Q: 3 clusters Score -1382061 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1382086.500000 Penalty: 3036.685303
	Iteration 18Q: 3 clusters Score -1382086 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1382117.625000 Penalty: 3036.685303
	Iteration 19Q: 3 clusters Score -1382118 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1382135.000000 Penalty: 3036.685303
	Iteration 20F: 3 clusters Score -1382135 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1382160.750000 Penalty: 3036.685303
	Iteration 21Q: 3 clusters Score -1382161 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1382178.750000 Penalty: 3036.685303
	Iteration 22Q: 3 clusters Score -1382179 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1382187.125000 Penalty: 3036.685303
	Iteration 23Q: 3 clusters Score -1382187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1382195.500000 Penalty: 3036.685303
	Iteration 24Q: 3 clusters Score -1382196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1382201.125000 Penalty: 3036.685303
	Iteration 25Q: 3 clusters Score -1382201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1382205.375000 Penalty: 3036.685303
	Iteration 26Q: 3 clusters Score -1382205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1382207.750000 Penalty: 3036.685303
	Iteration 27Q: 3 clusters Score -1382208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1382208.500000 Penalty: 3036.685303
	Iteration 28Q: 3 clusters Score -1382208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1382206.750000 Penalty: 3036.685303
	Iteration 29Q: 3 clusters Score -1382207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1382214.000000 Penalty: 3036.685303
	Iteration 30Q: 3 clusters Score -1382214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1382216.375000 Penalty: 3036.685303
	Iteration 31Q: 3 clusters Score -1382216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1382213.375000 Penalty: 3036.685303
	Iteration 32Q: 3 clusters Score -1382213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1382220.000000 Penalty: 3036.685303
	Iteration 33Q: 3 clusters Score -1382220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1382223.750000 Penalty: 3036.685303
	Iteration 34Q: 3 clusters Score -1382224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1382226.125000 Penalty: 3036.685303
	Iteration 35Q: 3 clusters Score -1382226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1382224.500000 Penalty: 3036.685303
	Iteration 36Q: 3 clusters Score -1382224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1382227.875000 Penalty: 3036.685303
	Iteration 37Q: 3 clusters Score -1382228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1382229.250000 Penalty: 3036.685303
	Iteration 38Q: 3 clusters Score -1382229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1382229.500000 Penalty: 3036.685303
	Iteration 39Q: 3 clusters Score -1382230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1382232.125000 Penalty: 3036.685303
	Iteration 40F: 3 clusters Score -1382232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1382228.625000 Penalty: 3036.685303
	Iteration 41Q: 3 clusters Score -1382229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1382229.000000 Penalty: 3036.685303
	Iteration 42Q: 3 clusters Score -1382229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1382229.000000 Penalty: 3036.685303
	Iteration 43F: 3 clusters Score -1382229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 18980 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133750 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 71952 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88477 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17033 members 
Mstep: Class 20 contains 9396 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84703 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 8024 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11795 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133471 members 
Mstep: Class 34 contains 3402 members 
Entering Unmasked Estep 
Score: -108942904.000000 Penalty: 75654.937500
Splitting cluster 25 changes total score from -108943768.000000 to -108942904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Entering Unmasked Estep 
Score: -474212.000000 Penalty: 1350.562256
	Iteration 0F: 2 clusters Score -474212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -470868.031250 Penalty: 2701.124512
	Iteration 0F: 3 clusters Score -470868 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -471864.750000 Penalty: 2701.124512
	Iteration 1F: 3 clusters Score -471864.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -472071.843750 Penalty: 2701.124512
	Iteration 2F: 3 clusters Score -472071.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -472212.656250 Penalty: 2701.124512
	Iteration 3F: 3 clusters Score -472212.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -472305.937500 Penalty: 2701.124512
	Iteration 4Q: 3 clusters Score -472305.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -472385.937500 Penalty: 2701.124512
	Iteration 5Q: 3 clusters Score -472385.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -472449.906250 Penalty: 2701.124512
	Iteration 6Q: 3 clusters Score -472449.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -472512.312500 Penalty: 2701.124512
	Iteration 7Q: 3 clusters Score -472512.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -472594.968750 Penalty: 2701.124512
	Iteration 8Q: 3 clusters Score -472595 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -472677.000000 Penalty: 2701.124512
	Iteration 9Q: 3 clusters Score -472677 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -472758.781250 Penalty: 2701.124512
	Iteration 10Q: 3 clusters Score -472758.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -472853.500000 Penalty: 2701.124512
	Iteration 11Q: 3 clusters Score -472853.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -472930.937500 Penalty: 2701.124512
	Iteration 12Q: 3 clusters Score -472930.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -472990.062500 Penalty: 2701.124512
	Iteration 13Q: 3 clusters Score -472990.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -473037.781250 Penalty: 2701.124512
	Iteration 14Q: 3 clusters Score -473037.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -473068.500000 Penalty: 2701.124512
	Iteration 15Q: 3 clusters Score -473068.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -473091.250000 Penalty: 2701.124512
	Iteration 16Q: 3 clusters Score -473091.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -473106.093750 Penalty: 2701.124512
	Iteration 17Q: 3 clusters Score -473106.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -473115.406250 Penalty: 2701.124512
	Iteration 18Q: 3 clusters Score -473115.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -473121.218750 Penalty: 2701.124512
	Iteration 19Q: 3 clusters Score -473121.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -473124.687500 Penalty: 2701.124512
	Iteration 20F: 3 clusters Score -473124.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -473127.375000 Penalty: 2701.124512
	Iteration 21Q: 3 clusters Score -473127.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -473130.187500 Penalty: 2701.124512
	Iteration 22Q: 3 clusters Score -473130.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -473131.312500 Penalty: 2701.124512
	Iteration 23Q: 3 clusters Score -473131.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -473131.312500 Penalty: 2701.124512
	Iteration 24Q: 3 clusters Score -473131.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -473131.187500 Penalty: 2701.124512
	Iteration 25Q: 3 clusters Score -473131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -473131.187500 Penalty: 2701.124512
	Iteration 26F: 3 clusters Score -473131.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Entering Unmasked Estep 
Score: -1477472.000000 Penalty: 1523.507568
	Iteration 0F: 2 clusters Score -1477472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1469167.000000 Penalty: 3047.015137
	Iteration 0F: 3 clusters Score -1469167 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1471792.750000 Penalty: 3047.015137
	Iteration 1F: 3 clusters Score -1471793 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1472018.375000 Penalty: 3047.015137
	Iteration 2F: 3 clusters Score -1472018 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1472239.125000 Penalty: 3047.015137
	Iteration 3Q: 3 clusters Score -1472239 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1472443.500000 Penalty: 3047.015137
	Iteration 4Q: 3 clusters Score -1472444 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1472623.875000 Penalty: 3047.015137
	Iteration 5Q: 3 clusters Score -1472624 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1472809.750000 Penalty: 3047.015137
	Iteration 6Q: 3 clusters Score -1472810 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1473041.750000 Penalty: 3047.015137
	Iteration 7Q: 3 clusters Score -1473042 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1473259.125000 Penalty: 3047.015137
	Iteration 8Q: 3 clusters Score -1473259 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1473509.750000 Penalty: 3047.015137
	Iteration 9Q: 3 clusters Score -1473510 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1473788.875000 Penalty: 3047.015137
	Iteration 10Q: 3 clusters Score -1473789 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1474045.875000 Penalty: 3047.015137
	Iteration 11Q: 3 clusters Score -1474046 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1474292.625000 Penalty: 3047.015137
	Iteration 12Q: 3 clusters Score -1474293 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1474492.500000 Penalty: 3047.015137
	Iteration 13Q: 3 clusters Score -1474492 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1474632.875000 Penalty: 3047.015137
	Iteration 14Q: 3 clusters Score -1474633 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1474718.250000 Penalty: 3047.015137
	Iteration 15Q: 3 clusters Score -1474718 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1474772.875000 Penalty: 3047.015137
	Iteration 16Q: 3 clusters Score -1474773 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1474817.125000 Penalty: 3047.015137
	Iteration 17Q: 3 clusters Score -1474817 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1474860.375000 Penalty: 3047.015137
	Iteration 18Q: 3 clusters Score -1474860 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1474912.375000 Penalty: 3047.015137
	Iteration 19Q: 3 clusters Score -1474912 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1474970.625000 Penalty: 3047.015137
	Iteration 20F: 3 clusters Score -1474971 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1475021.375000 Penalty: 3047.015137
	Iteration 21Q: 3 clusters Score -1475021 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1475077.250000 Penalty: 3047.015137
	Iteration 22Q: 3 clusters Score -1475077 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1475124.250000 Penalty: 3047.015137
	Iteration 23Q: 3 clusters Score -1475124 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1475172.000000 Penalty: 3047.015137
	Iteration 24Q: 3 clusters Score -1475172 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1475213.625000 Penalty: 3047.015137
	Iteration 25Q: 3 clusters Score -1475214 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1475256.625000 Penalty: 3047.015137
	Iteration 26Q: 3 clusters Score -1475257 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1475300.000000 Penalty: 3047.015137
	Iteration 27Q: 3 clusters Score -1475300 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1475331.000000 Penalty: 3047.015137
	Iteration 28Q: 3 clusters Score -1475331 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1475367.375000 Penalty: 3047.015137
	Iteration 29Q: 3 clusters Score -1475367 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1475396.500000 Penalty: 3047.015137
	Iteration 30Q: 3 clusters Score -1475396 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1475433.000000 Penalty: 3047.015137
	Iteration 31Q: 3 clusters Score -1475433 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1475461.125000 Penalty: 3047.015137
	Iteration 32Q: 3 clusters Score -1475461 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1475487.750000 Penalty: 3047.015137
	Iteration 33Q: 3 clusters Score -1475488 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1475506.500000 Penalty: 3047.015137
	Iteration 34Q: 3 clusters Score -1475506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1475517.875000 Penalty: 3047.015137
	Iteration 35Q: 3 clusters Score -1475518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1475527.250000 Penalty: 3047.015137
	Iteration 36Q: 3 clusters Score -1475527 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1475536.750000 Penalty: 3047.015137
	Iteration 37Q: 3 clusters Score -1475537 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1475550.875000 Penalty: 3047.015137
	Iteration 38Q: 3 clusters Score -1475551 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1475561.500000 Penalty: 3047.015137
	Iteration 39Q: 3 clusters Score -1475562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1475571.500000 Penalty: 3047.015137
	Iteration 40F: 3 clusters Score -1475572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1475586.750000 Penalty: 3047.015137
	Iteration 41Q: 3 clusters Score -1475587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1475590.250000 Penalty: 3047.015137
	Iteration 42Q: 3 clusters Score -1475590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1475600.750000 Penalty: 3047.015137
	Iteration 43Q: 3 clusters Score -1475601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1475612.625000 Penalty: 3047.015137
	Iteration 44Q: 3 clusters Score -1475613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1475615.000000 Penalty: 3047.015137
	Iteration 45Q: 3 clusters Score -1475615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1475628.250000 Penalty: 3047.015137
	Iteration 46Q: 3 clusters Score -1475628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1475636.750000 Penalty: 3047.015137
	Iteration 47Q: 3 clusters Score -1475637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1475650.625000 Penalty: 3047.015137
	Iteration 48Q: 3 clusters Score -1475651 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1475652.250000 Penalty: 3047.015137
	Iteration 49Q: 3 clusters Score -1475652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1475661.750000 Penalty: 3047.015137
	Iteration 50Q: 3 clusters Score -1475662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1475669.500000 Penalty: 3047.015137
	Iteration 51Q: 3 clusters Score -1475670 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1475686.500000 Penalty: 3047.015137
	Iteration 52Q: 3 clusters Score -1475686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1475703.375000 Penalty: 3047.015137
	Iteration 53Q: 3 clusters Score -1475703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1475713.875000 Penalty: 3047.015137
	Iteration 54Q: 3 clusters Score -1475714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1475732.375000 Penalty: 3047.015137
	Iteration 55Q: 3 clusters Score -1475732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1475741.250000 Penalty: 3047.015137
	Iteration 56Q: 3 clusters Score -1475741 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1475758.625000 Penalty: 3047.015137
	Iteration 57Q: 3 clusters Score -1475759 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1475776.500000 Penalty: 3047.015137
	Iteration 58Q: 3 clusters Score -1475776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1475788.500000 Penalty: 3047.015137
	Iteration 59Q: 3 clusters Score -1475788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1475806.875000 Penalty: 3047.015137
	Iteration 60F: 3 clusters Score -1475807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1475826.000000 Penalty: 3047.015137
	Iteration 61Q: 3 clusters Score -1475826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1475844.000000 Penalty: 3047.015137
	Iteration 62Q: 3 clusters Score -1475844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1475850.875000 Penalty: 3047.015137
	Iteration 63Q: 3 clusters Score -1475851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1475867.750000 Penalty: 3047.015137
	Iteration 64Q: 3 clusters Score -1475868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1475881.625000 Penalty: 3047.015137
	Iteration 65Q: 3 clusters Score -1475882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1475892.625000 Penalty: 3047.015137
	Iteration 66Q: 3 clusters Score -1475893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1475907.625000 Penalty: 3047.015137
	Iteration 67Q: 3 clusters Score -1475908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1475913.750000 Penalty: 3047.015137
	Iteration 68Q: 3 clusters Score -1475914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1475917.125000 Penalty: 3047.015137
	Iteration 69Q: 3 clusters Score -1475917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1475921.000000 Penalty: 3047.015137
	Iteration 70Q: 3 clusters Score -1475921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1475926.875000 Penalty: 3047.015137
	Iteration 71Q: 3 clusters Score -1475927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1475938.000000 Penalty: 3047.015137
	Iteration 72Q: 3 clusters Score -1475938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1475952.875000 Penalty: 3047.015137
	Iteration 73Q: 3 clusters Score -1475953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1475959.250000 Penalty: 3047.015137
	Iteration 74Q: 3 clusters Score -1475959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1475966.750000 Penalty: 3047.015137
	Iteration 75Q: 3 clusters Score -1475967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1475969.500000 Penalty: 3047.015137
	Iteration 76Q: 3 clusters Score -1475970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1475973.125000 Penalty: 3047.015137
	Iteration 77Q: 3 clusters Score -1475973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1475977.250000 Penalty: 3047.015137
	Iteration 78Q: 3 clusters Score -1475977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1475983.250000 Penalty: 3047.015137
	Iteration 79Q: 3 clusters Score -1475983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1475989.625000 Penalty: 3047.015137
	Iteration 80F: 3 clusters Score -1475990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1475991.625000 Penalty: 3047.015137
	Iteration 81Q: 3 clusters Score -1475992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1475994.875000 Penalty: 3047.015137
	Iteration 82Q: 3 clusters Score -1475995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1475995.125000 Penalty: 3047.015137
	Iteration 83Q: 3 clusters Score -1475995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1475995.125000 Penalty: 3047.015137
	Iteration 84F: 3 clusters Score -1475995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -21785.488281 Penalty: 892.622498
	Iteration 0F: 2 clusters Score -21785.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21159.724609 Penalty: 1785.244995
	Iteration 0F: 3 clusters Score -21159.72 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21263.900391 Penalty: 1785.244995
	Iteration 1F: 3 clusters Score -21263.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21309.150391 Penalty: 1785.244995
	Iteration 2F: 3 clusters Score -21309.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21372.345703 Penalty: 1785.244995
	Iteration 3F: 3 clusters Score -21372.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -21429.091797 Penalty: 1785.244995
	Iteration 4F: 3 clusters Score -21429.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -21495.378906 Penalty: 1785.244995
	Iteration 5Q: 3 clusters Score -21495.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -21549.193359 Penalty: 1785.244995
	Iteration 6Q: 3 clusters Score -21549.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -21596.941406 Penalty: 1785.244995
	Iteration 7Q: 3 clusters Score -21596.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -21682.724609 Penalty: 1785.244995
	Iteration 8Q: 3 clusters Score -21682.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -21727.185547 Penalty: 1785.244995
	Iteration 9Q: 3 clusters Score -21727.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -21727.691406 Penalty: 1785.244995
	Iteration 10F: 3 clusters Score -21727.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -21765.253906 Penalty: 1785.244995
	Iteration 11Q: 3 clusters Score -21765.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -21767.394531 Penalty: 1785.244995
	Iteration 12Q: 3 clusters Score -21767.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -21767.394531 Penalty: 1785.244995
	Iteration 13F: 3 clusters Score -21767.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Entering Unmasked Estep 
Score: -291952.656250 Penalty: 1276.084595
	Iteration 0F: 2 clusters Score -291952.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -289507.125000 Penalty: 2552.169189
	Iteration 0F: 3 clusters Score -289507.1 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -290263.968750 Penalty: 2552.169189
	Iteration 1F: 3 clusters Score -290264 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -290530.218750 Penalty: 2552.169189
	Iteration 2F: 3 clusters Score -290530.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -290735.281250 Penalty: 2552.169189
	Iteration 3F: 3 clusters Score -290735.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -290889.843750 Penalty: 2552.169189
	Iteration 4F: 3 clusters Score -290889.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -291000.875000 Penalty: 2552.169189
	Iteration 5Q: 3 clusters Score -291000.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -291092.687500 Penalty: 2552.169189
	Iteration 6Q: 3 clusters Score -291092.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -291155.312500 Penalty: 2552.169189
	Iteration 7Q: 3 clusters Score -291155.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -291196.375000 Penalty: 2552.169189
	Iteration 8Q: 3 clusters Score -291196.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -291213.593750 Penalty: 2552.169189
	Iteration 9Q: 3 clusters Score -291213.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -291223.343750 Penalty: 2552.169189
	Iteration 10Q: 3 clusters Score -291223.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -291229.562500 Penalty: 2552.169189
	Iteration 11Q: 3 clusters Score -291229.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -291236.000000 Penalty: 2552.169189
	Iteration 12Q: 3 clusters Score -291236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -291245.500000 Penalty: 2552.169189
	Iteration 13Q: 3 clusters Score -291245.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -291251.312500 Penalty: 2552.169189
	Iteration 14Q: 3 clusters Score -291251.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -291257.437500 Penalty: 2552.169189
	Iteration 15Q: 3 clusters Score -291257.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -291260.968750 Penalty: 2552.169189
	Iteration 16Q: 3 clusters Score -291261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -291264.250000 Penalty: 2552.169189
	Iteration 17Q: 3 clusters Score -291264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -291265.968750 Penalty: 2552.169189
	Iteration 18Q: 3 clusters Score -291266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -291268.031250 Penalty: 2552.169189
	Iteration 19Q: 3 clusters Score -291268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -291268.937500 Penalty: 2552.169189
	Iteration 20F: 3 clusters Score -291268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -291269.250000 Penalty: 2552.169189
	Iteration 21Q: 3 clusters Score -291269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -291270.656250 Penalty: 2552.169189
	Iteration 22Q: 3 clusters Score -291270.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -291272.000000 Penalty: 2552.169189
	Iteration 23Q: 3 clusters Score -291272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -291271.906250 Penalty: 2552.169189
	Iteration 24Q: 3 clusters Score -291271.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -291271.906250 Penalty: 2552.169189
	Iteration 25F: 3 clusters Score -291271.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (30635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Entering Unmasked Estep 
Score: -3906401.000000 Penalty: 1678.608521
	Iteration 0F: 2 clusters Score -3906401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3885795.000000 Penalty: 3357.217041
	Iteration 0F: 3 clusters Score -3885795 nChanged 14084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3893447.250000 Penalty: 3357.217041
	Iteration 1F: 3 clusters Score -3893447 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -3893894.500000 Penalty: 3357.217041
	Iteration 2Q: 3 clusters Score -3893894 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3894329.750000 Penalty: 3357.217041
	Iteration 3Q: 3 clusters Score -3894330 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3894861.000000 Penalty: 3357.217041
	Iteration 4Q: 3 clusters Score -3894861 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -3895532.750000 Penalty: 3357.217041
	Iteration 5Q: 3 clusters Score -3895533 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3896323.750000 Penalty: 3357.217041
	Iteration 6F: 3 clusters Score -3896324 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3897262.500000 Penalty: 3357.217041
	Iteration 7F: 3 clusters Score -3897262 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3898318.500000 Penalty: 3357.217041
	Iteration 8F: 3 clusters Score -3898318 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -3899598.500000 Penalty: 3357.217041
	Iteration 9F: 3 clusters Score -3899598 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3900878.000000 Penalty: 3357.217041
	Iteration 10F: 3 clusters Score -3900878 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3902029.250000 Penalty: 3357.217041
	Iteration 11F: 3 clusters Score -3902029 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3902771.500000 Penalty: 3357.217041
	Iteration 12Q: 3 clusters Score -3902772 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -3903130.500000 Penalty: 3357.217041
	Iteration 13Q: 3 clusters Score -3903130 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3903314.250000 Penalty: 3357.217041
	Iteration 14Q: 3 clusters Score -3903314 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -3903460.250000 Penalty: 3357.217041
	Iteration 15Q: 3 clusters Score -3903460 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -3903554.250000 Penalty: 3357.217041
	Iteration 16Q: 3 clusters Score -3903554 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3903631.250000 Penalty: 3357.217041
	Iteration 17Q: 3 clusters Score -3903631 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3903674.750000 Penalty: 3357.217041
	Iteration 18Q: 3 clusters Score -3903675 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3903728.500000 Penalty: 3357.217041
	Iteration 19Q: 3 clusters Score -3903728 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -3903774.750000 Penalty: 3357.217041
	Iteration 20F: 3 clusters Score -3903775 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -3903822.500000 Penalty: 3357.217041
	Iteration 21Q: 3 clusters Score -3903822 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -3903843.750000 Penalty: 3357.217041
	Iteration 22Q: 3 clusters Score -3903844 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3903884.750000 Penalty: 3357.217041
	Iteration 23Q: 3 clusters Score -3903885 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -3903909.500000 Penalty: 3357.217041
	Iteration 24Q: 3 clusters Score -3903910 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -3903936.500000 Penalty: 3357.217041
	Iteration 25Q: 3 clusters Score -3903936 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -3903958.500000 Penalty: 3357.217041
	Iteration 26Q: 3 clusters Score -3903958 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3903967.500000 Penalty: 3357.217041
	Iteration 27Q: 3 clusters Score -3903968 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -3903989.250000 Penalty: 3357.217041
	Iteration 28Q: 3 clusters Score -3903989 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3903988.750000 Penalty: 3357.217041
	Iteration 29Q: 3 clusters Score -3903989 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3904002.750000 Penalty: 3357.217041
	Iteration 30Q: 3 clusters Score -3904003 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3904007.500000 Penalty: 3357.217041
	Iteration 31Q: 3 clusters Score -3904008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3904004.500000 Penalty: 3357.217041
	Iteration 32Q: 3 clusters Score -3904004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3904002.750000 Penalty: 3357.217041
	Iteration 33Q: 3 clusters Score -3904003 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3904012.000000 Penalty: 3357.217041
	Iteration 34Q: 3 clusters Score -3904012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3904021.500000 Penalty: 3357.217041
	Iteration 35Q: 3 clusters Score -3904022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3904038.000000 Penalty: 3357.217041
	Iteration 36Q: 3 clusters Score -3904038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3904046.000000 Penalty: 3357.217041
	Iteration 37Q: 3 clusters Score -3904046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -3904038.250000 Penalty: 3357.217041
	Iteration 38Q: 3 clusters Score -3904038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3904044.500000 Penalty: 3357.217041
	Iteration 39Q: 3 clusters Score -3904044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -3904048.000000 Penalty: 3357.217041
	Iteration 40F: 3 clusters Score -3904048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -3904043.500000 Penalty: 3357.217041
	Iteration 41Q: 3 clusters Score -3904044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3904040.250000 Penalty: 3357.217041
	Iteration 42Q: 3 clusters Score -3904040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3904046.250000 Penalty: 3357.217041
	Iteration 43Q: 3 clusters Score -3904046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3904040.000000 Penalty: 3357.217041
	Iteration 44Q: 3 clusters Score -3904040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -3904050.250000 Penalty: 3357.217041
	Iteration 45Q: 3 clusters Score -3904050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3904048.750000 Penalty: 3357.217041
	Iteration 46Q: 3 clusters Score -3904049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3904051.000000 Penalty: 3357.217041
	Iteration 47Q: 3 clusters Score -3904051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3904053.750000 Penalty: 3357.217041
	Iteration 48Q: 3 clusters Score -3904054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3904049.000000 Penalty: 3357.217041
	Iteration 49Q: 3 clusters Score -3904049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3904048.000000 Penalty: 3357.217041
	Iteration 50Q: 3 clusters Score -3904048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3904050.750000 Penalty: 3357.217041
	Iteration 51Q: 3 clusters Score -3904051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3904045.500000 Penalty: 3357.217041
	Iteration 52Q: 3 clusters Score -3904046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -3904049.250000 Penalty: 3357.217041
	Iteration 53Q: 3 clusters Score -3904049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3904052.500000 Penalty: 3357.217041
	Iteration 54Q: 3 clusters Score -3904052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -3904052.500000 Penalty: 3357.217041
	Iteration 55Q: 3 clusters Score -3904052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3904053.250000 Penalty: 3357.217041
	Iteration 56Q: 3 clusters Score -3904053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3904054.500000 Penalty: 3357.217041
	Iteration 57Q: 3 clusters Score -3904054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3904052.250000 Penalty: 3357.217041
	Iteration 58Q: 3 clusters Score -3904052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -3904054.000000 Penalty: 3357.217041
	Iteration 59Q: 3 clusters Score -3904054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3904054.000000 Penalty: 3357.217041
	Iteration 60F: 3 clusters Score -3904054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -3904058.500000 Penalty: 3357.217041
	Iteration 61Q: 3 clusters Score -3904058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -3904061.750000 Penalty: 3357.217041
	Iteration 62Q: 3 clusters Score -3904062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -3904058.500000 Penalty: 3357.217041
	Iteration 63Q: 3 clusters Score -3904058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -3904058.500000 Penalty: 3357.217041
	Iteration 64Q: 3 clusters Score -3904058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -3904053.000000 Penalty: 3357.217041
	Iteration 65Q: 3 clusters Score -3904053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -3904062.000000 Penalty: 3357.217041
	Iteration 66Q: 3 clusters Score -3904062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3904056.000000 Penalty: 3357.217041
	Iteration 67Q: 3 clusters Score -3904056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3904065.500000 Penalty: 3357.217041
	Iteration 68Q: 3 clusters Score -3904066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -3904067.500000 Penalty: 3357.217041
	Iteration 69Q: 3 clusters Score -3904068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -3904067.500000 Penalty: 3357.217041
	Iteration 70Q: 3 clusters Score -3904068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -3904062.250000 Penalty: 3357.217041
	Iteration 71Q: 3 clusters Score -3904062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -3904060.250000 Penalty: 3357.217041
	Iteration 72Q: 3 clusters Score -3904060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -3904058.500000 Penalty: 3357.217041
	Iteration 73Q: 3 clusters Score -3904058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -3904061.500000 Penalty: 3357.217041
	Iteration 74Q: 3 clusters Score -3904062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3904063.000000 Penalty: 3357.217041
	Iteration 75Q: 3 clusters Score -3904063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3904058.250000 Penalty: 3357.217041
	Iteration 76Q: 3 clusters Score -3904058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -3904064.000000 Penalty: 3357.217041
	Iteration 77Q: 3 clusters Score -3904064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3904068.750000 Penalty: 3357.217041
	Iteration 78Q: 3 clusters Score -3904069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -3904061.750000 Penalty: 3357.217041
	Iteration 79Q: 3 clusters Score -3904062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3904068.250000 Penalty: 3357.217041
	Iteration 80F: 3 clusters Score -3904068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3904064.250000 Penalty: 3357.217041
	Iteration 81Q: 3 clusters Score -3904064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -3904065.000000 Penalty: 3357.217041
	Iteration 82Q: 3 clusters Score -3904065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3904065.000000 Penalty: 3357.217041
	Iteration 83Q: 3 clusters Score -3904065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -3904063.000000 Penalty: 3357.217041
	Iteration 84Q: 3 clusters Score -3904063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -3904062.250000 Penalty: 3357.217041
	Iteration 85Q: 3 clusters Score -3904062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -3904066.000000 Penalty: 3357.217041
	Iteration 86Q: 3 clusters Score -3904066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -3904067.000000 Penalty: 3357.217041
	Iteration 87Q: 3 clusters Score -3904067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3904068.250000 Penalty: 3357.217041
	Iteration 88Q: 3 clusters Score -3904068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3904068.250000 Penalty: 3357.217041
	Iteration 89Q: 3 clusters Score -3904068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3904066.000000 Penalty: 3357.217041
	Iteration 90Q: 3 clusters Score -3904066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -3904058.500000 Penalty: 3357.217041
	Iteration 91Q: 3 clusters Score -3904058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3904061.750000 Penalty: 3357.217041
	Iteration 92Q: 3 clusters Score -3904062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3904065.500000 Penalty: 3357.217041
	Iteration 93Q: 3 clusters Score -3904066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -3904066.000000 Penalty: 3357.217041
	Iteration 94Q: 3 clusters Score -3904066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3904065.750000 Penalty: 3357.217041
	Iteration 95Q: 3 clusters Score -3904066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3904061.000000 Penalty: 3357.217041
	Iteration 96Q: 3 clusters Score -3904061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -3904064.500000 Penalty: 3357.217041
	Iteration 97Q: 3 clusters Score -3904064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3904068.500000 Penalty: 3357.217041
	Iteration 98Q: 3 clusters Score -3904068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3904063.000000 Penalty: 3357.217041
	Iteration 99Q: 3 clusters Score -3904063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -3904066.000000 Penalty: 3357.217041
	Iteration 100F: 3 clusters Score -3904066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -3904065.500000 Penalty: 3357.217041
	Iteration 101Q: 3 clusters Score -3904066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -3904066.250000 Penalty: 3357.217041
	Iteration 102Q: 3 clusters Score -3904066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3904063.750000 Penalty: 3357.217041
	Iteration 103Q: 3 clusters Score -3904064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -3904067.750000 Penalty: 3357.217041
	Iteration 104Q: 3 clusters Score -3904068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3904070.000000 Penalty: 3357.217041
	Iteration 105Q: 3 clusters Score -3904070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3904063.250000 Penalty: 3357.217041
	Iteration 106Q: 3 clusters Score -3904063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -3904062.250000 Penalty: 3357.217041
	Iteration 107Q: 3 clusters Score -3904062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -3904066.000000 Penalty: 3357.217041
	Iteration 108Q: 3 clusters Score -3904066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -3904067.250000 Penalty: 3357.217041
	Iteration 109Q: 3 clusters Score -3904067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3904071.750000 Penalty: 3357.217041
	Iteration 110Q: 3 clusters Score -3904072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3904060.500000 Penalty: 3357.217041
	Iteration 111Q: 3 clusters Score -3904060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -3904060.500000 Penalty: 3357.217041
	Iteration 112Q: 3 clusters Score -3904060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3904065.750000 Penalty: 3357.217041
	Iteration 113Q: 3 clusters Score -3904066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3904068.250000 Penalty: 3357.217041
	Iteration 114Q: 3 clusters Score -3904068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -3904070.250000 Penalty: 3357.217041
	Iteration 115Q: 3 clusters Score -3904070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3904071.000000 Penalty: 3357.217041
	Iteration 116Q: 3 clusters Score -3904071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -3904073.000000 Penalty: 3357.217041
	Iteration 117Q: 3 clusters Score -3904073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3904073.000000 Penalty: 3357.217041
	Iteration 118Q: 3 clusters Score -3904073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3904071.250000 Penalty: 3357.217041
	Iteration 119Q: 3 clusters Score -3904071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3904072.500000 Penalty: 3357.217041
	Iteration 120F: 3 clusters Score -3904072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3904070.250000 Penalty: 3357.217041
	Iteration 121Q: 3 clusters Score -3904070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -3904066.000000 Penalty: 3357.217041
	Iteration 122Q: 3 clusters Score -3904066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -3904068.750000 Penalty: 3357.217041
	Iteration 123Q: 3 clusters Score -3904069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3904069.250000 Penalty: 3357.217041
	Iteration 124Q: 3 clusters Score -3904069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3904069.250000 Penalty: 3357.217041
	Iteration 125F: 3 clusters Score -3904069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Entering Unmasked Estep 
Score: -1002135.312500 Penalty: 1458.087158
	Iteration 0F: 2 clusters Score -1002135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -996298.437500 Penalty: 2916.174316
	Iteration 0F: 3 clusters Score -996298.4 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -998169.250000 Penalty: 2916.174316
	Iteration 1F: 3 clusters Score -998169.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -998468.125000 Penalty: 2916.174316
	Iteration 2F: 3 clusters Score -998468.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -998721.312500 Penalty: 2916.174316
	Iteration 3F: 3 clusters Score -998721.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -998972.375000 Penalty: 2916.174316
	Iteration 4F: 3 clusters Score -998972.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -999229.437500 Penalty: 2916.174316
	Iteration 5F: 3 clusters Score -999229.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -999469.500000 Penalty: 2916.174316
	Iteration 6Q: 3 clusters Score -999469.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -999668.562500 Penalty: 2916.174316
	Iteration 7Q: 3 clusters Score -999668.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -999843.375000 Penalty: 2916.174316
	Iteration 8Q: 3 clusters Score -999843.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -999987.312500 Penalty: 2916.174316
	Iteration 9Q: 3 clusters Score -999987.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1000113.062500 Penalty: 2916.174316
	Iteration 10Q: 3 clusters Score -1000113 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1000207.687500 Penalty: 2916.174316
	Iteration 11Q: 3 clusters Score -1000208 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1000289.687500 Penalty: 2916.174316
	Iteration 12Q: 3 clusters Score -1000290 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1000352.187500 Penalty: 2916.174316
	Iteration 13Q: 3 clusters Score -1000352 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1000409.000000 Penalty: 2916.174316
	Iteration 14Q: 3 clusters Score -1000409 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1000461.812500 Penalty: 2916.174316
	Iteration 15Q: 3 clusters Score -1000462 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1000509.437500 Penalty: 2916.174316
	Iteration 16Q: 3 clusters Score -1000509 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1000558.000000 Penalty: 2916.174316
	Iteration 17Q: 3 clusters Score -1000558 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1000591.125000 Penalty: 2916.174316
	Iteration 18Q: 3 clusters Score -1000591 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1000617.000000 Penalty: 2916.174316
	Iteration 19Q: 3 clusters Score -1000617 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1000641.062500 Penalty: 2916.174316
	Iteration 20F: 3 clusters Score -1000641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1000662.375000 Penalty: 2916.174316
	Iteration 21Q: 3 clusters Score -1000662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1000686.000000 Penalty: 2916.174316
	Iteration 22Q: 3 clusters Score -1000686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1000701.312500 Penalty: 2916.174316
	Iteration 23Q: 3 clusters Score -1000701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1000714.875000 Penalty: 2916.174316
	Iteration 24Q: 3 clusters Score -1000715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1000728.500000 Penalty: 2916.174316
	Iteration 25Q: 3 clusters Score -1000728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1000748.187500 Penalty: 2916.174316
	Iteration 26Q: 3 clusters Score -1000748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1000759.437500 Penalty: 2916.174316
	Iteration 27Q: 3 clusters Score -1000759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1000774.625000 Penalty: 2916.174316
	Iteration 28Q: 3 clusters Score -1000775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1000787.562500 Penalty: 2916.174316
	Iteration 29Q: 3 clusters Score -1000788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1000802.000000 Penalty: 2916.174316
	Iteration 30Q: 3 clusters Score -1000802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1000811.812500 Penalty: 2916.174316
	Iteration 31Q: 3 clusters Score -1000812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1000821.312500 Penalty: 2916.174316
	Iteration 32Q: 3 clusters Score -1000821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1000827.937500 Penalty: 2916.174316
	Iteration 33Q: 3 clusters Score -1000828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1000839.437500 Penalty: 2916.174316
	Iteration 34Q: 3 clusters Score -1000839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1000845.500000 Penalty: 2916.174316
	Iteration 35Q: 3 clusters Score -1000846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1000850.562500 Penalty: 2916.174316
	Iteration 36Q: 3 clusters Score -1000851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1000853.125000 Penalty: 2916.174316
	Iteration 37Q: 3 clusters Score -1000853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1000854.312500 Penalty: 2916.174316
	Iteration 38Q: 3 clusters Score -1000854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1000857.437500 Penalty: 2916.174316
	Iteration 39Q: 3 clusters Score -1000857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1000859.562500 Penalty: 2916.174316
	Iteration 40F: 3 clusters Score -1000860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1000860.562500 Penalty: 2916.174316
	Iteration 41Q: 3 clusters Score -1000861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1000863.875000 Penalty: 2916.174316
	Iteration 42Q: 3 clusters Score -1000864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1000868.437500 Penalty: 2916.174316
	Iteration 43Q: 3 clusters Score -1000868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1000869.687500 Penalty: 2916.174316
	Iteration 44Q: 3 clusters Score -1000870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1000873.500000 Penalty: 2916.174316
	Iteration 45Q: 3 clusters Score -1000874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1000875.062500 Penalty: 2916.174316
	Iteration 46Q: 3 clusters Score -1000875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1000878.500000 Penalty: 2916.174316
	Iteration 47Q: 3 clusters Score -1000878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1000883.000000 Penalty: 2916.174316
	Iteration 48Q: 3 clusters Score -1000883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1000883.125000 Penalty: 2916.174316
	Iteration 49Q: 3 clusters Score -1000883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1000887.187500 Penalty: 2916.174316
	Iteration 50Q: 3 clusters Score -1000887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1000888.250000 Penalty: 2916.174316
	Iteration 51Q: 3 clusters Score -1000888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1000889.000000 Penalty: 2916.174316
	Iteration 52Q: 3 clusters Score -1000889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1000891.937500 Penalty: 2916.174316
	Iteration 53Q: 3 clusters Score -1000892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1000893.062500 Penalty: 2916.174316
	Iteration 54Q: 3 clusters Score -1000893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1000892.312500 Penalty: 2916.174316
	Iteration 55Q: 3 clusters Score -1000892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1000892.312500 Penalty: 2916.174316
	Iteration 56F: 3 clusters Score -1000892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -19614.267578 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -19614.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19033.195312 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -19033.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19461.589844 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -19461.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19711.269531 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -19711.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20020.978516 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -20020.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20192.492188 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -20192.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20277.984375 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -20277.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20286.671875 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -20286.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20288.222656 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -20288.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20288.222656 Penalty: 1863.335938
	Iteration 8F: 3 clusters Score -20288.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 18980 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133750 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 71952 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88477 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17033 members 
Mstep: Class 20 contains 9396 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84703 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11795 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 200 members 
Mstep: Class 33 contains 133471 members 
Mstep: Class 34 contains 109 members 
Entering Unmasked Estep 
Score: -108943128.000000 Penalty: 75654.937500
Splitting cluster 32 changes total score from -108943768.000000 to -108943128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (133471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133471 members 
Entering Unmasked Estep 
Score: -16929684.000000 Penalty: 1917.766479
	Iteration 0F: 2 clusters Score -1.692968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -16847820.000000 Penalty: 3835.532959
	Iteration 0F: 3 clusters Score -1.684782e+07 nChanged 64086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 68233 members 
Entering Unmasked Estep 
Score: -16884684.000000 Penalty: 3835.532959
	Iteration 1F: 3 clusters Score -1.688468e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -16885602.000000 Penalty: 3835.532959
	Iteration 2Q: 3 clusters Score -1.68856e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -16886724.000000 Penalty: 3835.532959
	Iteration 3Q: 3 clusters Score -1.688672e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -16888016.000000 Penalty: 3835.532959
	Iteration 4Q: 3 clusters Score -1.688802e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -16889942.000000 Penalty: 3835.532959
	Iteration 5Q: 3 clusters Score -1.688994e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 81087 members 
Entering Unmasked Estep 
Score: -16893176.000000 Penalty: 3835.532959
	Iteration 6F: 3 clusters Score -1.689318e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 86959 members 
Entering Unmasked Estep 
Score: -16898000.000000 Penalty: 3835.532959
	Iteration 7F: 3 clusters Score -1.6898e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 93571 members 
Entering Unmasked Estep 
Score: -16903798.000000 Penalty: 3835.532959
	Iteration 8F: 3 clusters Score -1.69038e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 99918 members 
Entering Unmasked Estep 
Score: -16909792.000000 Penalty: 3835.532959
	Iteration 9F: 3 clusters Score -1.690979e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 105011 members 
Entering Unmasked Estep 
Score: -16915020.000000 Penalty: 3835.532959
	Iteration 10F: 3 clusters Score -1.691502e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 108610 members 
Entering Unmasked Estep 
Score: -16918480.000000 Penalty: 3835.532959
	Iteration 11Q: 3 clusters Score -1.691848e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 111424 members 
Entering Unmasked Estep 
Score: -16921304.000000 Penalty: 3835.532959
	Iteration 12Q: 3 clusters Score -1.69213e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 114138 members 
Entering Unmasked Estep 
Score: -16923326.000000 Penalty: 3835.532959
	Iteration 13Q: 3 clusters Score -1.692333e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 116855 members 
Entering Unmasked Estep 
Score: -16924426.000000 Penalty: 3835.532959
	Iteration 14Q: 3 clusters Score -1.692443e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 119387 members 
Entering Unmasked Estep 
Score: -16925224.000000 Penalty: 3835.532959
	Iteration 15Q: 3 clusters Score -1.692522e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 121696 members 
Entering Unmasked Estep 
Score: -16925656.000000 Penalty: 3835.532959
	Iteration 16Q: 3 clusters Score -1.692566e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 123820 members 
Entering Unmasked Estep 
Score: -16926070.000000 Penalty: 3835.532959
	Iteration 17Q: 3 clusters Score -1.692607e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 125645 members 
Entering Unmasked Estep 
Score: -16926368.000000 Penalty: 3835.532959
	Iteration 18Q: 3 clusters Score -1.692637e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 127184 members 
Entering Unmasked Estep 
Score: -16926756.000000 Penalty: 3835.532959
	Iteration 19Q: 3 clusters Score -1.692676e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 128493 members 
Entering Unmasked Estep 
Score: -16927100.000000 Penalty: 3835.532959
	Iteration 20F: 3 clusters Score -1.69271e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 129558 members 
Entering Unmasked Estep 
Score: -16927406.000000 Penalty: 3835.532959
	Iteration 21Q: 3 clusters Score -1.692741e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 130403 members 
Entering Unmasked Estep 
Score: -16927542.000000 Penalty: 3835.532959
	Iteration 22Q: 3 clusters Score -1.692754e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 131054 members 
Entering Unmasked Estep 
Score: -16927710.000000 Penalty: 3835.532959
	Iteration 23Q: 3 clusters Score -1.692771e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 131529 members 
Entering Unmasked Estep 
Score: -16927852.000000 Penalty: 3835.532959
	Iteration 24Q: 3 clusters Score -1.692785e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 131904 members 
Entering Unmasked Estep 
Score: -16927896.000000 Penalty: 3835.532959
	Iteration 25Q: 3 clusters Score -1.69279e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 132156 members 
Entering Unmasked Estep 
Score: -16927932.000000 Penalty: 3835.532959
	Iteration 26Q: 3 clusters Score -1.692793e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 132337 members 
Entering Unmasked Estep 
Score: -16927956.000000 Penalty: 3835.532959
	Iteration 27Q: 3 clusters Score -1.692796e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 132454 members 
Entering Unmasked Estep 
Score: -16927982.000000 Penalty: 3835.532959
	Iteration 28Q: 3 clusters Score -1.692798e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 132545 members 
Entering Unmasked Estep 
Score: -16928002.000000 Penalty: 3835.532959
	Iteration 29Q: 3 clusters Score -1.6928e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 132614 members 
Entering Unmasked Estep 
Score: -16928026.000000 Penalty: 3835.532959
	Iteration 30Q: 3 clusters Score -1.692803e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 132664 members 
Entering Unmasked Estep 
Score: -16928044.000000 Penalty: 3835.532959
	Iteration 31Q: 3 clusters Score -1.692804e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 132702 members 
Entering Unmasked Estep 
Score: -16928076.000000 Penalty: 3835.532959
	Iteration 32Q: 3 clusters Score -1.692808e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 132742 members 
Entering Unmasked Estep 
Score: -16928108.000000 Penalty: 3835.532959
	Iteration 33Q: 3 clusters Score -1.692811e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 132772 members 
Entering Unmasked Estep 
Score: -16928102.000000 Penalty: 3835.532959
	Iteration 34Q: 3 clusters Score -1.69281e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 132799 members 
Entering Unmasked Estep 
Score: -16928112.000000 Penalty: 3835.532959
	Iteration 35Q: 3 clusters Score -1.692811e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 132820 members 
Entering Unmasked Estep 
Score: -16928116.000000 Penalty: 3835.532959
	Iteration 36Q: 3 clusters Score -1.692812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 132831 members 
Entering Unmasked Estep 
Score: -16928104.000000 Penalty: 3835.532959
	Iteration 37Q: 3 clusters Score -1.69281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 132841 members 
Entering Unmasked Estep 
Score: -16928114.000000 Penalty: 3835.532959
	Iteration 38Q: 3 clusters Score -1.692811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 132849 members 
Entering Unmasked Estep 
Score: -16928112.000000 Penalty: 3835.532959
	Iteration 39Q: 3 clusters Score -1.692811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 132853 members 
Entering Unmasked Estep 
Score: -16928104.000000 Penalty: 3835.532959
	Iteration 40F: 3 clusters Score -1.69281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 132857 members 
Entering Unmasked Estep 
Score: -16928104.000000 Penalty: 3835.532959
	Iteration 41Q: 3 clusters Score -1.69281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 132863 members 
Entering Unmasked Estep 
Score: -16928114.000000 Penalty: 3835.532959
	Iteration 42Q: 3 clusters Score -1.692811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 132866 members 
Entering Unmasked Estep 
Score: -16928112.000000 Penalty: 3835.532959
	Iteration 43Q: 3 clusters Score -1.692811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 132868 members 
Entering Unmasked Estep 
Score: -16928116.000000 Penalty: 3835.532959
	Iteration 44Q: 3 clusters Score -1.692812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 132871 members 
Entering Unmasked Estep 
Score: -16928114.000000 Penalty: 3835.532959
	Iteration 45Q: 3 clusters Score -1.692811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 132874 members 
Entering Unmasked Estep 
Score: -16928116.000000 Penalty: 3835.532959
	Iteration 46Q: 3 clusters Score -1.692812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 132875 members 
Entering Unmasked Estep 
Score: -16928124.000000 Penalty: 3835.532959
	Iteration 47Q: 3 clusters Score -1.692812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 132875 members 
Entering Unmasked Estep 
Score: -16928124.000000 Penalty: 3835.532959
	Iteration 48F: 3 clusters Score -1.692812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 18980 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133750 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 71952 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88477 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17033 members 
Mstep: Class 20 contains 9396 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84703 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11795 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943736.000000 Penalty: 73429.796875
Iteration 279Q: 34 clusters Score -1.089437e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133747 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 71948 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88476 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17033 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84704 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11801 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943744.000000 Penalty: 73429.796875
Iteration 280F: 34 clusters Score -1.089437e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23372 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 133748 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 71941 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88477 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15309 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17033 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84704 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11806 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943744.000000 Penalty: 73429.796875
Iteration 281Q: 34 clusters Score -1.089437e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23370 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4448 members 
Mstep: Class 9 contains 133748 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 71937 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88476 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15310 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17034 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84704 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 11807 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943728.000000 Penalty: 73429.796875
Iteration 282Q: 34 clusters Score -1.089437e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23370 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 133747 members 
Mstep: Class 10 contains 9218 members 
Mstep: Class 11 contains 71935 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88476 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26614 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15311 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17035 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84704 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 11806 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943688.000000 Penalty: 73429.796875
Iteration 283Q: 34 clusters Score -1.089437e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23370 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 133747 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 71934 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88477 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26613 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15311 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17035 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84704 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 11804 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943704.000000 Penalty: 73429.796875
Iteration 284Q: 34 clusters Score -1.089437e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23369 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 133748 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 71933 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88477 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26613 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15311 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17035 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84704 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 11803 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943712.000000 Penalty: 73429.796875
Iteration 285Q: 34 clusters Score -1.089437e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23369 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 133748 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 71931 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88477 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26613 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15311 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17035 members 
Mstep: Class 20 contains 9398 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84704 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 11804 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943704.000000 Penalty: 73429.796875
Iteration 286Q: 34 clusters Score -1.089437e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23369 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 133748 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 71930 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88478 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26612 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15311 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17035 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84704 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 11805 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943728.000000 Penalty: 73429.796875
Iteration 287Q: 34 clusters Score -1.089437e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23369 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 133747 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 71929 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88478 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26612 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15311 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17035 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84705 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 11806 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943720.000000 Penalty: 73429.796875
Iteration 288Q: 34 clusters Score -1.089437e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23369 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 133747 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 71927 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88478 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26612 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15311 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17035 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84705 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 11808 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943728.000000 Penalty: 73429.796875
Iteration 289Q: 34 clusters Score -1.089437e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23369 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 133746 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 71925 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88478 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26612 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15311 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17036 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84705 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 11810 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943720.000000 Penalty: 73429.796875
Iteration 290Q: 34 clusters Score -1.089437e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23369 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 133747 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 71925 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88478 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26612 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15311 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17036 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84704 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 11810 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943720.000000 Penalty: 73429.796875
Iteration 291Q: 34 clusters Score -1.089437e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23369 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 133747 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 71925 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88478 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26612 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15311 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17036 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84704 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 11810 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943720.000000 Penalty: 73429.796875
Iteration 292F: 34 clusters Score -1.089437e+08 nChanged 0
Entering ConstructFrom: 
Score: -108943720.000000 Penalty: 73429.796875
Entering ConstructFrom: 
Trying to split cluster 1 (91842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Entering Unmasked Estep 
Score: -11727856.000000 Penalty: 1857.021606
	Iteration 0F: 2 clusters Score -1.172786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -11667385.000000 Penalty: 3714.043213
	Iteration 0F: 3 clusters Score -1.166738e+07 nChanged 44080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -11692813.000000 Penalty: 3714.043213
	Iteration 1F: 3 clusters Score -1.169281e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -11693784.000000 Penalty: 3714.043213
	Iteration 2Q: 3 clusters Score -1.169378e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -11695522.000000 Penalty: 3714.043213
	Iteration 3Q: 3 clusters Score -1.169552e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -11698314.000000 Penalty: 3714.043213
	Iteration 4F: 3 clusters Score -1.169831e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -11702619.000000 Penalty: 3714.043213
	Iteration 5F: 3 clusters Score -1.170262e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -11707854.000000 Penalty: 3714.043213
	Iteration 6F: 3 clusters Score -1.170785e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -11712682.000000 Penalty: 3714.043213
	Iteration 7F: 3 clusters Score -1.171268e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 80085 members 
Entering Unmasked Estep 
Score: -11716613.000000 Penalty: 3714.043213
	Iteration 8F: 3 clusters Score -1.171661e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 84318 members 
Entering Unmasked Estep 
Score: -11719863.000000 Penalty: 3714.043213
	Iteration 9Q: 3 clusters Score -1.171986e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 87596 members 
Entering Unmasked Estep 
Score: -11722657.000000 Penalty: 3714.043213
	Iteration 10Q: 3 clusters Score -1.172266e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 89750 members 
Entering Unmasked Estep 
Score: -11724456.000000 Penalty: 3714.043213
	Iteration 11Q: 3 clusters Score -1.172446e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 90910 members 
Entering Unmasked Estep 
Score: -11725453.000000 Penalty: 3714.043213
	Iteration 12Q: 3 clusters Score -1.172545e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -11725901.000000 Penalty: 3714.043213
	Iteration 13Q: 3 clusters Score -1.17259e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 91540 members 
Entering Unmasked Estep 
Score: -11726066.000000 Penalty: 3714.043213
	Iteration 14Q: 3 clusters Score -1.172607e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 91586 members 
Entering Unmasked Estep 
Score: -11726137.000000 Penalty: 3714.043213
	Iteration 15Q: 3 clusters Score -1.172614e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -11726169.000000 Penalty: 3714.043213
	Iteration 16Q: 3 clusters Score -1.172617e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -11726200.000000 Penalty: 3714.043213
	Iteration 17Q: 3 clusters Score -1.17262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
Score: -11726217.000000 Penalty: 3714.043213
	Iteration 18Q: 3 clusters Score -1.172622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 91628 members 
Entering Unmasked Estep 
Score: -11726224.000000 Penalty: 3714.043213
	Iteration 19Q: 3 clusters Score -1.172622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 91632 members 
Entering Unmasked Estep 
Score: -11726236.000000 Penalty: 3714.043213
	Iteration 20F: 3 clusters Score -1.172624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 91637 members 
Entering Unmasked Estep 
Score: -11726251.000000 Penalty: 3714.043213
	Iteration 21Q: 3 clusters Score -1.172625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 91642 members 
Entering Unmasked Estep 
Score: -11726260.000000 Penalty: 3714.043213
	Iteration 22Q: 3 clusters Score -1.172626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 91643 members 
Entering Unmasked Estep 
Score: -11726267.000000 Penalty: 3714.043213
	Iteration 23Q: 3 clusters Score -1.172627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 91642 members 
Entering Unmasked Estep 
Score: -11726262.000000 Penalty: 3714.043213
	Iteration 24Q: 3 clusters Score -1.172626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 91643 members 
Entering Unmasked Estep 
Score: -11726267.000000 Penalty: 3714.043213
	Iteration 25Q: 3 clusters Score -1.172627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 91643 members 
Entering Unmasked Estep 
Score: -11726267.000000 Penalty: 3714.043213
	Iteration 26F: 3 clusters Score -1.172627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Entering Unmasked Estep 
Score: -2254764.750000 Penalty: 1600.818970
	Iteration 0F: 2 clusters Score -2254765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2241737.750000 Penalty: 3201.637939
	Iteration 0F: 3 clusters Score -2241738 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2246609.750000 Penalty: 3201.637939
	Iteration 1F: 3 clusters Score -2246610 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2247191.000000 Penalty: 3201.637939
	Iteration 2F: 3 clusters Score -2247191 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2247831.250000 Penalty: 3201.637939
	Iteration 3F: 3 clusters Score -2247831 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2248519.750000 Penalty: 3201.637939
	Iteration 4F: 3 clusters Score -2248520 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2249331.750000 Penalty: 3201.637939
	Iteration 5F: 3 clusters Score -2249332 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2250197.000000 Penalty: 3201.637939
	Iteration 6F: 3 clusters Score -2250197 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2251108.000000 Penalty: 3201.637939
	Iteration 7F: 3 clusters Score -2251108 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2252014.250000 Penalty: 3201.637939
	Iteration 8F: 3 clusters Score -2252014 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2252668.000000 Penalty: 3201.637939
	Iteration 9Q: 3 clusters Score -2252668 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2253090.000000 Penalty: 3201.637939
	Iteration 10Q: 3 clusters Score -2253090 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2253293.250000 Penalty: 3201.637939
	Iteration 11Q: 3 clusters Score -2253293 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2253402.500000 Penalty: 3201.637939
	Iteration 12Q: 3 clusters Score -2253402 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2253467.500000 Penalty: 3201.637939
	Iteration 13Q: 3 clusters Score -2253468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2253514.500000 Penalty: 3201.637939
	Iteration 14Q: 3 clusters Score -2253514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2253541.250000 Penalty: 3201.637939
	Iteration 15Q: 3 clusters Score -2253541 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2253560.500000 Penalty: 3201.637939
	Iteration 16Q: 3 clusters Score -2253560 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2253577.750000 Penalty: 3201.637939
	Iteration 17Q: 3 clusters Score -2253578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2253599.000000 Penalty: 3201.637939
	Iteration 18Q: 3 clusters Score -2253599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2253621.750000 Penalty: 3201.637939
	Iteration 19Q: 3 clusters Score -2253622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2253637.500000 Penalty: 3201.637939
	Iteration 20F: 3 clusters Score -2253638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2253654.250000 Penalty: 3201.637939
	Iteration 21Q: 3 clusters Score -2253654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2253669.750000 Penalty: 3201.637939
	Iteration 22Q: 3 clusters Score -2253670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2253688.750000 Penalty: 3201.637939
	Iteration 23Q: 3 clusters Score -2253689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2253724.500000 Penalty: 3201.637939
	Iteration 24Q: 3 clusters Score -2253724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2253751.750000 Penalty: 3201.637939
	Iteration 25Q: 3 clusters Score -2253752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2253767.500000 Penalty: 3201.637939
	Iteration 26Q: 3 clusters Score -2253768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2253785.000000 Penalty: 3201.637939
	Iteration 27Q: 3 clusters Score -2253785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2253796.250000 Penalty: 3201.637939
	Iteration 28Q: 3 clusters Score -2253796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2253799.750000 Penalty: 3201.637939
	Iteration 29Q: 3 clusters Score -2253800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2253809.750000 Penalty: 3201.637939
	Iteration 30Q: 3 clusters Score -2253810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2253816.250000 Penalty: 3201.637939
	Iteration 31Q: 3 clusters Score -2253816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2253823.250000 Penalty: 3201.637939
	Iteration 32Q: 3 clusters Score -2253823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2253835.000000 Penalty: 3201.637939
	Iteration 33Q: 3 clusters Score -2253835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2253840.250000 Penalty: 3201.637939
	Iteration 34Q: 3 clusters Score -2253840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2253837.750000 Penalty: 3201.637939
	Iteration 35Q: 3 clusters Score -2253838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2253842.500000 Penalty: 3201.637939
	Iteration 36Q: 3 clusters Score -2253842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2253842.500000 Penalty: 3201.637939
	Iteration 37F: 3 clusters Score -2253842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Entering Unmasked Estep 
Score: -3565951.000000 Penalty: 1663.830933
	Iteration 0F: 2 clusters Score -3565951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3547042.500000 Penalty: 3327.661865
	Iteration 0F: 3 clusters Score -3547042 nChanged 12884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3554256.250000 Penalty: 3327.661865
	Iteration 1F: 3 clusters Score -3554256 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3554745.250000 Penalty: 3327.661865
	Iteration 2Q: 3 clusters Score -3554745 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3555342.500000 Penalty: 3327.661865
	Iteration 3Q: 3 clusters Score -3555342 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3556132.250000 Penalty: 3327.661865
	Iteration 4F: 3 clusters Score -3556132 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3557061.500000 Penalty: 3327.661865
	Iteration 5F: 3 clusters Score -3557062 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3558017.000000 Penalty: 3327.661865
	Iteration 6F: 3 clusters Score -3558017 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3558810.250000 Penalty: 3327.661865
	Iteration 7F: 3 clusters Score -3558810 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3559360.250000 Penalty: 3327.661865
	Iteration 8Q: 3 clusters Score -3559360 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -3559762.250000 Penalty: 3327.661865
	Iteration 9Q: 3 clusters Score -3559762 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3560020.250000 Penalty: 3327.661865
	Iteration 10Q: 3 clusters Score -3560020 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3560241.750000 Penalty: 3327.661865
	Iteration 11Q: 3 clusters Score -3560242 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3560419.500000 Penalty: 3327.661865
	Iteration 12Q: 3 clusters Score -3560420 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -3560646.250000 Penalty: 3327.661865
	Iteration 13Q: 3 clusters Score -3560646 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -3560916.750000 Penalty: 3327.661865
	Iteration 14Q: 3 clusters Score -3560917 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3561155.750000 Penalty: 3327.661865
	Iteration 15Q: 3 clusters Score -3561156 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -3561425.250000 Penalty: 3327.661865
	Iteration 16Q: 3 clusters Score -3561425 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3561668.000000 Penalty: 3327.661865
	Iteration 17Q: 3 clusters Score -3561668 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3561853.250000 Penalty: 3327.661865
	Iteration 18Q: 3 clusters Score -3561853 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -3562019.250000 Penalty: 3327.661865
	Iteration 19Q: 3 clusters Score -3562019 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3562217.750000 Penalty: 3327.661865
	Iteration 20F: 3 clusters Score -3562218 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -3562424.250000 Penalty: 3327.661865
	Iteration 21Q: 3 clusters Score -3562424 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3562658.500000 Penalty: 3327.661865
	Iteration 22Q: 3 clusters Score -3562658 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3562909.000000 Penalty: 3327.661865
	Iteration 23Q: 3 clusters Score -3562909 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -3563233.500000 Penalty: 3327.661865
	Iteration 24Q: 3 clusters Score -3563234 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -3563481.250000 Penalty: 3327.661865
	Iteration 25Q: 3 clusters Score -3563481 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -3563724.500000 Penalty: 3327.661865
	Iteration 26Q: 3 clusters Score -3563724 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3563934.250000 Penalty: 3327.661865
	Iteration 27Q: 3 clusters Score -3563934 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3564088.750000 Penalty: 3327.661865
	Iteration 28Q: 3 clusters Score -3564089 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3564195.000000 Penalty: 3327.661865
	Iteration 29Q: 3 clusters Score -3564195 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3564261.000000 Penalty: 3327.661865
	Iteration 30Q: 3 clusters Score -3564261 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3564316.750000 Penalty: 3327.661865
	Iteration 31Q: 3 clusters Score -3564317 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3564343.500000 Penalty: 3327.661865
	Iteration 32Q: 3 clusters Score -3564344 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3564382.000000 Penalty: 3327.661865
	Iteration 33Q: 3 clusters Score -3564382 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3564424.250000 Penalty: 3327.661865
	Iteration 34Q: 3 clusters Score -3564424 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3564454.500000 Penalty: 3327.661865
	Iteration 35Q: 3 clusters Score -3564454 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -3564495.250000 Penalty: 3327.661865
	Iteration 36Q: 3 clusters Score -3564495 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3564515.000000 Penalty: 3327.661865
	Iteration 37Q: 3 clusters Score -3564515 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3564530.000000 Penalty: 3327.661865
	Iteration 38Q: 3 clusters Score -3564530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3564552.750000 Penalty: 3327.661865
	Iteration 39Q: 3 clusters Score -3564553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3564559.750000 Penalty: 3327.661865
	Iteration 40F: 3 clusters Score -3564560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3564564.750000 Penalty: 3327.661865
	Iteration 41Q: 3 clusters Score -3564565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3564572.500000 Penalty: 3327.661865
	Iteration 42Q: 3 clusters Score -3564572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -3564571.500000 Penalty: 3327.661865
	Iteration 43Q: 3 clusters Score -3564572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3564581.250000 Penalty: 3327.661865
	Iteration 44Q: 3 clusters Score -3564581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3564583.000000 Penalty: 3327.661865
	Iteration 45Q: 3 clusters Score -3564583 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3564586.500000 Penalty: 3327.661865
	Iteration 46Q: 3 clusters Score -3564586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -3564592.750000 Penalty: 3327.661865
	Iteration 47Q: 3 clusters Score -3564593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3564587.250000 Penalty: 3327.661865
	Iteration 48Q: 3 clusters Score -3564587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3564589.500000 Penalty: 3327.661865
	Iteration 49Q: 3 clusters Score -3564590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3564592.000000 Penalty: 3327.661865
	Iteration 50Q: 3 clusters Score -3564592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3564601.750000 Penalty: 3327.661865
	Iteration 51Q: 3 clusters Score -3564602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -3564594.750000 Penalty: 3327.661865
	Iteration 52Q: 3 clusters Score -3564595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3564601.500000 Penalty: 3327.661865
	Iteration 53Q: 3 clusters Score -3564602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -3564599.250000 Penalty: 3327.661865
	Iteration 54Q: 3 clusters Score -3564599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3564601.500000 Penalty: 3327.661865
	Iteration 55Q: 3 clusters Score -3564602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3564604.250000 Penalty: 3327.661865
	Iteration 56Q: 3 clusters Score -3564604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3564606.000000 Penalty: 3327.661865
	Iteration 57Q: 3 clusters Score -3564606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3564608.250000 Penalty: 3327.661865
	Iteration 58Q: 3 clusters Score -3564608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3564615.000000 Penalty: 3327.661865
	Iteration 59Q: 3 clusters Score -3564615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3564611.000000 Penalty: 3327.661865
	Iteration 60F: 3 clusters Score -3564611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3564615.250000 Penalty: 3327.661865
	Iteration 61Q: 3 clusters Score -3564615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3564612.250000 Penalty: 3327.661865
	Iteration 62Q: 3 clusters Score -3564612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3564616.750000 Penalty: 3327.661865
	Iteration 63Q: 3 clusters Score -3564617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3564613.750000 Penalty: 3327.661865
	Iteration 64Q: 3 clusters Score -3564614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3564622.000000 Penalty: 3327.661865
	Iteration 65Q: 3 clusters Score -3564622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3564623.750000 Penalty: 3327.661865
	Iteration 66Q: 3 clusters Score -3564624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3564640.000000 Penalty: 3327.661865
	Iteration 67Q: 3 clusters Score -3564640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3564632.250000 Penalty: 3327.661865
	Iteration 68Q: 3 clusters Score -3564632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3564638.500000 Penalty: 3327.661865
	Iteration 69Q: 3 clusters Score -3564638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3564639.500000 Penalty: 3327.661865
	Iteration 70Q: 3 clusters Score -3564640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -3564643.750000 Penalty: 3327.661865
	Iteration 71Q: 3 clusters Score -3564644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3564649.500000 Penalty: 3327.661865
	Iteration 72Q: 3 clusters Score -3564650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3564642.500000 Penalty: 3327.661865
	Iteration 73Q: 3 clusters Score -3564642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3564641.000000 Penalty: 3327.661865
	Iteration 74Q: 3 clusters Score -3564641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3564642.750000 Penalty: 3327.661865
	Iteration 75Q: 3 clusters Score -3564643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3564641.750000 Penalty: 3327.661865
	Iteration 76Q: 3 clusters Score -3564642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3564646.500000 Penalty: 3327.661865
	Iteration 77Q: 3 clusters Score -3564646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3564652.000000 Penalty: 3327.661865
	Iteration 78Q: 3 clusters Score -3564652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3564654.750000 Penalty: 3327.661865
	Iteration 79Q: 3 clusters Score -3564655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3564655.750000 Penalty: 3327.661865
	Iteration 80F: 3 clusters Score -3564656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3564663.750000 Penalty: 3327.661865
	Iteration 81Q: 3 clusters Score -3564664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3564667.250000 Penalty: 3327.661865
	Iteration 82Q: 3 clusters Score -3564667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3564665.250000 Penalty: 3327.661865
	Iteration 83Q: 3 clusters Score -3564665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -3564659.750000 Penalty: 3327.661865
	Iteration 84Q: 3 clusters Score -3564660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3564668.250000 Penalty: 3327.661865
	Iteration 85Q: 3 clusters Score -3564668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -3564677.250000 Penalty: 3327.661865
	Iteration 86Q: 3 clusters Score -3564677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3564677.250000 Penalty: 3327.661865
	Iteration 87Q: 3 clusters Score -3564677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3564682.000000 Penalty: 3327.661865
	Iteration 88Q: 3 clusters Score -3564682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -3564684.500000 Penalty: 3327.661865
	Iteration 89Q: 3 clusters Score -3564684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3564685.000000 Penalty: 3327.661865
	Iteration 90Q: 3 clusters Score -3564685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3564691.250000 Penalty: 3327.661865
	Iteration 91Q: 3 clusters Score -3564691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3564683.250000 Penalty: 3327.661865
	Iteration 92Q: 3 clusters Score -3564683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -3564685.500000 Penalty: 3327.661865
	Iteration 93Q: 3 clusters Score -3564686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3564685.750000 Penalty: 3327.661865
	Iteration 94Q: 3 clusters Score -3564686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3564684.000000 Penalty: 3327.661865
	Iteration 95Q: 3 clusters Score -3564684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3564694.250000 Penalty: 3327.661865
	Iteration 96Q: 3 clusters Score -3564694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3564696.500000 Penalty: 3327.661865
	Iteration 97Q: 3 clusters Score -3564696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3564697.250000 Penalty: 3327.661865
	Iteration 98Q: 3 clusters Score -3564697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3564701.750000 Penalty: 3327.661865
	Iteration 99Q: 3 clusters Score -3564702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3564708.000000 Penalty: 3327.661865
	Iteration 100F: 3 clusters Score -3564708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3564709.750000 Penalty: 3327.661865
	Iteration 101Q: 3 clusters Score -3564710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3564709.750000 Penalty: 3327.661865
	Iteration 102Q: 3 clusters Score -3564710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3564715.500000 Penalty: 3327.661865
	Iteration 103Q: 3 clusters Score -3564716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -3564706.500000 Penalty: 3327.661865
	Iteration 104Q: 3 clusters Score -3564706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3564710.250000 Penalty: 3327.661865
	Iteration 105Q: 3 clusters Score -3564710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3564703.500000 Penalty: 3327.661865
	Iteration 106Q: 3 clusters Score -3564704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -3564702.250000 Penalty: 3327.661865
	Iteration 107Q: 3 clusters Score -3564702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3564702.000000 Penalty: 3327.661865
	Iteration 108Q: 3 clusters Score -3564702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3564707.250000 Penalty: 3327.661865
	Iteration 109Q: 3 clusters Score -3564707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -3564702.000000 Penalty: 3327.661865
	Iteration 110Q: 3 clusters Score -3564702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3564705.250000 Penalty: 3327.661865
	Iteration 111Q: 3 clusters Score -3564705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3564703.500000 Penalty: 3327.661865
	Iteration 112Q: 3 clusters Score -3564704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3564703.500000 Penalty: 3327.661865
	Iteration 113F: 3 clusters Score -3564704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -154747.140625 Penalty: 1161.861450
	Iteration 0F: 2 clusters Score -154747.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -153140.015625 Penalty: 2323.722900
	Iteration 0F: 3 clusters Score -153140 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -153444.046875 Penalty: 2323.722900
	Iteration 1F: 3 clusters Score -153444 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -153541.703125 Penalty: 2323.722900
	Iteration 2F: 3 clusters Score -153541.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -153606.859375 Penalty: 2323.722900
	Iteration 3Q: 3 clusters Score -153606.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -153638.796875 Penalty: 2323.722900
	Iteration 4Q: 3 clusters Score -153638.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -153665.156250 Penalty: 2323.722900
	Iteration 5Q: 3 clusters Score -153665.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -153693.312500 Penalty: 2323.722900
	Iteration 6Q: 3 clusters Score -153693.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -153710.265625 Penalty: 2323.722900
	Iteration 7Q: 3 clusters Score -153710.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -153723.890625 Penalty: 2323.722900
	Iteration 8Q: 3 clusters Score -153723.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -153740.671875 Penalty: 2323.722900
	Iteration 9Q: 3 clusters Score -153740.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -153750.828125 Penalty: 2323.722900
	Iteration 10Q: 3 clusters Score -153750.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -153755.953125 Penalty: 2323.722900
	Iteration 11Q: 3 clusters Score -153756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -153761.968750 Penalty: 2323.722900
	Iteration 12Q: 3 clusters Score -153762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -153768.453125 Penalty: 2323.722900
	Iteration 13Q: 3 clusters Score -153768.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -153777.906250 Penalty: 2323.722900
	Iteration 14Q: 3 clusters Score -153777.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -153783.203125 Penalty: 2323.722900
	Iteration 15Q: 3 clusters Score -153783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -153787.203125 Penalty: 2323.722900
	Iteration 16Q: 3 clusters Score -153787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -153789.640625 Penalty: 2323.722900
	Iteration 17Q: 3 clusters Score -153789.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -153790.265625 Penalty: 2323.722900
	Iteration 18Q: 3 clusters Score -153790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -153790.890625 Penalty: 2323.722900
	Iteration 19Q: 3 clusters Score -153790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -153791.031250 Penalty: 2323.722900
	Iteration 20F: 3 clusters Score -153791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Entering Unmasked Estep 
Score: -474685.781250 Penalty: 1339.105469
	Iteration 0F: 2 clusters Score -474685.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -471514.500000 Penalty: 2678.210938
	Iteration 0F: 3 clusters Score -471514.5 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -472515.531250 Penalty: 2678.210938
	Iteration 1F: 3 clusters Score -472515.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -472787.500000 Penalty: 2678.210938
	Iteration 2F: 3 clusters Score -472787.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -473082.312500 Penalty: 2678.210938
	Iteration 3F: 3 clusters Score -473082.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -473365.562500 Penalty: 2678.210938
	Iteration 4F: 3 clusters Score -473365.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -473597.281250 Penalty: 2678.210938
	Iteration 5F: 3 clusters Score -473597.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -473758.625000 Penalty: 2678.210938
	Iteration 6F: 3 clusters Score -473758.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -473853.406250 Penalty: 2678.210938
	Iteration 7Q: 3 clusters Score -473853.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -473901.750000 Penalty: 2678.210938
	Iteration 8Q: 3 clusters Score -473901.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -473924.375000 Penalty: 2678.210938
	Iteration 9Q: 3 clusters Score -473924.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -473935.656250 Penalty: 2678.210938
	Iteration 10Q: 3 clusters Score -473935.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -473941.562500 Penalty: 2678.210938
	Iteration 11Q: 3 clusters Score -473941.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -473944.906250 Penalty: 2678.210938
	Iteration 12Q: 3 clusters Score -473944.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -473947.281250 Penalty: 2678.210938
	Iteration 13Q: 3 clusters Score -473947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -473948.062500 Penalty: 2678.210938
	Iteration 14Q: 3 clusters Score -473948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -473948.156250 Penalty: 2678.210938
	Iteration 15Q: 3 clusters Score -473948.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -473948.687500 Penalty: 2678.210938
	Iteration 16Q: 3 clusters Score -473948.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -473948.687500 Penalty: 2678.210938
	Iteration 17F: 3 clusters Score -473948.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Entering Unmasked Estep 
Score: -2922710.500000 Penalty: 1634.614502
	Iteration 0F: 2 clusters Score -2922710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2906920.750000 Penalty: 3269.229004
	Iteration 0F: 3 clusters Score -2906921 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2913044.500000 Penalty: 3269.229004
	Iteration 1F: 3 clusters Score -2913044 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2913704.250000 Penalty: 3269.229004
	Iteration 2F: 3 clusters Score -2913704 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2914432.250000 Penalty: 3269.229004
	Iteration 3F: 3 clusters Score -2914432 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2915253.500000 Penalty: 3269.229004
	Iteration 4F: 3 clusters Score -2915254 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2916155.500000 Penalty: 3269.229004
	Iteration 5F: 3 clusters Score -2916156 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2917020.500000 Penalty: 3269.229004
	Iteration 6F: 3 clusters Score -2917020 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2917800.000000 Penalty: 3269.229004
	Iteration 7F: 3 clusters Score -2917800 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2918537.250000 Penalty: 3269.229004
	Iteration 8Q: 3 clusters Score -2918537 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2919175.750000 Penalty: 3269.229004
	Iteration 9Q: 3 clusters Score -2919176 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2919785.500000 Penalty: 3269.229004
	Iteration 10Q: 3 clusters Score -2919786 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2920259.250000 Penalty: 3269.229004
	Iteration 11Q: 3 clusters Score -2920259 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2920634.500000 Penalty: 3269.229004
	Iteration 12Q: 3 clusters Score -2920634 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2920924.250000 Penalty: 3269.229004
	Iteration 13Q: 3 clusters Score -2920924 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2921118.250000 Penalty: 3269.229004
	Iteration 14Q: 3 clusters Score -2921118 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2921245.500000 Penalty: 3269.229004
	Iteration 15Q: 3 clusters Score -2921246 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2921323.750000 Penalty: 3269.229004
	Iteration 16Q: 3 clusters Score -2921324 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2921383.000000 Penalty: 3269.229004
	Iteration 17Q: 3 clusters Score -2921383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2921417.250000 Penalty: 3269.229004
	Iteration 18Q: 3 clusters Score -2921417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2921445.000000 Penalty: 3269.229004
	Iteration 19Q: 3 clusters Score -2921445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2921447.000000 Penalty: 3269.229004
	Iteration 20F: 3 clusters Score -2921447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2921459.000000 Penalty: 3269.229004
	Iteration 21Q: 3 clusters Score -2921459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2921466.250000 Penalty: 3269.229004
	Iteration 22Q: 3 clusters Score -2921466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2921473.000000 Penalty: 3269.229004
	Iteration 23Q: 3 clusters Score -2921473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2921478.750000 Penalty: 3269.229004
	Iteration 24Q: 3 clusters Score -2921479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2921480.750000 Penalty: 3269.229004
	Iteration 25Q: 3 clusters Score -2921481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2921483.000000 Penalty: 3269.229004
	Iteration 26Q: 3 clusters Score -2921483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2921484.500000 Penalty: 3269.229004
	Iteration 27Q: 3 clusters Score -2921484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2921485.500000 Penalty: 3269.229004
	Iteration 28Q: 3 clusters Score -2921486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2921483.250000 Penalty: 3269.229004
	Iteration 29Q: 3 clusters Score -2921483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2921485.750000 Penalty: 3269.229004
	Iteration 30Q: 3 clusters Score -2921486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2921497.500000 Penalty: 3269.229004
	Iteration 31Q: 3 clusters Score -2921498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2921498.750000 Penalty: 3269.229004
	Iteration 32Q: 3 clusters Score -2921499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2921498.750000 Penalty: 3269.229004
	Iteration 33Q: 3 clusters Score -2921499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2921501.750000 Penalty: 3269.229004
	Iteration 34Q: 3 clusters Score -2921502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2921500.750000 Penalty: 3269.229004
	Iteration 35Q: 3 clusters Score -2921501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2921502.000000 Penalty: 3269.229004
	Iteration 36Q: 3 clusters Score -2921502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2921503.250000 Penalty: 3269.229004
	Iteration 37Q: 3 clusters Score -2921503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2921502.500000 Penalty: 3269.229004
	Iteration 38Q: 3 clusters Score -2921502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2921506.750000 Penalty: 3269.229004
	Iteration 39Q: 3 clusters Score -2921507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2921509.500000 Penalty: 3269.229004
	Iteration 40F: 3 clusters Score -2921510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2921509.000000 Penalty: 3269.229004
	Iteration 41Q: 3 clusters Score -2921509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2921513.000000 Penalty: 3269.229004
	Iteration 42Q: 3 clusters Score -2921513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2921513.000000 Penalty: 3269.229004
	Iteration 43Q: 3 clusters Score -2921513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2921516.750000 Penalty: 3269.229004
	Iteration 44Q: 3 clusters Score -2921517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2921524.750000 Penalty: 3269.229004
	Iteration 45Q: 3 clusters Score -2921525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2921524.500000 Penalty: 3269.229004
	Iteration 46Q: 3 clusters Score -2921524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2921532.000000 Penalty: 3269.229004
	Iteration 47Q: 3 clusters Score -2921532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2921535.000000 Penalty: 3269.229004
	Iteration 48Q: 3 clusters Score -2921535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2921537.000000 Penalty: 3269.229004
	Iteration 49Q: 3 clusters Score -2921537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2921536.750000 Penalty: 3269.229004
	Iteration 50Q: 3 clusters Score -2921537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2921539.000000 Penalty: 3269.229004
	Iteration 51Q: 3 clusters Score -2921539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2921538.250000 Penalty: 3269.229004
	Iteration 52Q: 3 clusters Score -2921538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2921538.250000 Penalty: 3269.229004
	Iteration 53F: 3 clusters Score -2921538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -109045.523438 Penalty: 1120.548462
	Iteration 0F: 2 clusters Score -109045.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -107726.273438 Penalty: 2241.096924
	Iteration 0F: 3 clusters Score -107726.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -108287.203125 Penalty: 2241.096924
	Iteration 1F: 3 clusters Score -108287.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -108614.281250 Penalty: 2241.096924
	Iteration 2F: 3 clusters Score -108614.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -108867.828125 Penalty: 2241.096924
	Iteration 3F: 3 clusters Score -108867.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -108992.335938 Penalty: 2241.096924
	Iteration 4Q: 3 clusters Score -108992.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -109032.171875 Penalty: 2241.096924
	Iteration 5Q: 3 clusters Score -109032.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -109049.523438 Penalty: 2241.096924
	Iteration 6Q: 3 clusters Score -109049.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -109068.296875 Penalty: 2241.096924
	Iteration 7Q: 3 clusters Score -109068.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -109078.046875 Penalty: 2241.096924
	Iteration 8Q: 3 clusters Score -109078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -109080.398438 Penalty: 2241.096924
	Iteration 9Q: 3 clusters Score -109080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -109081.289062 Penalty: 2241.096924
	Iteration 10Q: 3 clusters Score -109081.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -109081.289062 Penalty: 2241.096924
	Iteration 11F: 3 clusters Score -109081.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23369 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 133747 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 71925 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88478 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26612 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15311 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17036 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84704 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 11810 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133482 members 
Mstep: Class 34 contains 259 members 
Entering Unmasked Estep 
Score: -108942648.000000 Penalty: 75654.937500
Splitting cluster 7 changes total score from -108943720.000000 to -108942648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Entering Unmasked Estep 
Score: -561679.562500 Penalty: 1365.107178
	Iteration 0F: 2 clusters Score -561679.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -558018.062500 Penalty: 2730.214355
	Iteration 0F: 3 clusters Score -558018.1 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -558977.250000 Penalty: 2730.214355
	Iteration 1F: 3 clusters Score -558977.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -559148.125000 Penalty: 2730.214355
	Iteration 2F: 3 clusters Score -559148.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -559281.500000 Penalty: 2730.214355
	Iteration 3F: 3 clusters Score -559281.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -559394.187500 Penalty: 2730.214355
	Iteration 4Q: 3 clusters Score -559394.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -559491.312500 Penalty: 2730.214355
	Iteration 5Q: 3 clusters Score -559491.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -559579.187500 Penalty: 2730.214355
	Iteration 6Q: 3 clusters Score -559579.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -559664.000000 Penalty: 2730.214355
	Iteration 7Q: 3 clusters Score -559664 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -559750.875000 Penalty: 2730.214355
	Iteration 8Q: 3 clusters Score -559750.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -559834.937500 Penalty: 2730.214355
	Iteration 9Q: 3 clusters Score -559834.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -559914.437500 Penalty: 2730.214355
	Iteration 10Q: 3 clusters Score -559914.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -559988.750000 Penalty: 2730.214355
	Iteration 11Q: 3 clusters Score -559988.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -560055.937500 Penalty: 2730.214355
	Iteration 12Q: 3 clusters Score -560055.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -560119.000000 Penalty: 2730.214355
	Iteration 13Q: 3 clusters Score -560119 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -560168.375000 Penalty: 2730.214355
	Iteration 14Q: 3 clusters Score -560168.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -560202.500000 Penalty: 2730.214355
	Iteration 15Q: 3 clusters Score -560202.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -560235.437500 Penalty: 2730.214355
	Iteration 16Q: 3 clusters Score -560235.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -560269.625000 Penalty: 2730.214355
	Iteration 17Q: 3 clusters Score -560269.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -560293.500000 Penalty: 2730.214355
	Iteration 18Q: 3 clusters Score -560293.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -560312.187500 Penalty: 2730.214355
	Iteration 19Q: 3 clusters Score -560312.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -560324.500000 Penalty: 2730.214355
	Iteration 20F: 3 clusters Score -560324.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -560328.750000 Penalty: 2730.214355
	Iteration 21Q: 3 clusters Score -560328.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -560331.250000 Penalty: 2730.214355
	Iteration 22Q: 3 clusters Score -560331.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -560333.812500 Penalty: 2730.214355
	Iteration 23Q: 3 clusters Score -560333.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -560336.687500 Penalty: 2730.214355
	Iteration 24Q: 3 clusters Score -560336.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -560340.625000 Penalty: 2730.214355
	Iteration 25Q: 3 clusters Score -560340.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -560341.562500 Penalty: 2730.214355
	Iteration 26Q: 3 clusters Score -560341.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -560344.125000 Penalty: 2730.214355
	Iteration 27Q: 3 clusters Score -560344.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -560347.812500 Penalty: 2730.214355
	Iteration 28Q: 3 clusters Score -560347.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -560351.562500 Penalty: 2730.214355
	Iteration 29Q: 3 clusters Score -560351.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -560355.500000 Penalty: 2730.214355
	Iteration 30Q: 3 clusters Score -560355.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -560360.937500 Penalty: 2730.214355
	Iteration 31Q: 3 clusters Score -560360.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -560365.562500 Penalty: 2730.214355
	Iteration 32Q: 3 clusters Score -560365.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -560370.812500 Penalty: 2730.214355
	Iteration 33Q: 3 clusters Score -560370.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -560375.875000 Penalty: 2730.214355
	Iteration 34Q: 3 clusters Score -560375.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -560379.812500 Penalty: 2730.214355
	Iteration 35Q: 3 clusters Score -560379.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -560385.812500 Penalty: 2730.214355
	Iteration 36Q: 3 clusters Score -560385.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -560389.187500 Penalty: 2730.214355
	Iteration 37Q: 3 clusters Score -560389.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -560397.250000 Penalty: 2730.214355
	Iteration 38Q: 3 clusters Score -560397.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -560402.375000 Penalty: 2730.214355
	Iteration 39Q: 3 clusters Score -560402.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -560407.125000 Penalty: 2730.214355
	Iteration 40F: 3 clusters Score -560407.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -560412.812500 Penalty: 2730.214355
	Iteration 41Q: 3 clusters Score -560412.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -560420.562500 Penalty: 2730.214355
	Iteration 42Q: 3 clusters Score -560420.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -560426.312500 Penalty: 2730.214355
	Iteration 43Q: 3 clusters Score -560426.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -560434.500000 Penalty: 2730.214355
	Iteration 44Q: 3 clusters Score -560434.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -560440.125000 Penalty: 2730.214355
	Iteration 45Q: 3 clusters Score -560440.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -560443.000000 Penalty: 2730.214355
	Iteration 46Q: 3 clusters Score -560443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -560444.312500 Penalty: 2730.214355
	Iteration 47Q: 3 clusters Score -560444.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -560446.312500 Penalty: 2730.214355
	Iteration 48Q: 3 clusters Score -560446.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -560448.437500 Penalty: 2730.214355
	Iteration 49Q: 3 clusters Score -560448.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -560451.812500 Penalty: 2730.214355
	Iteration 50Q: 3 clusters Score -560451.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -560455.125000 Penalty: 2730.214355
	Iteration 51Q: 3 clusters Score -560455.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -560458.000000 Penalty: 2730.214355
	Iteration 52Q: 3 clusters Score -560458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -560460.187500 Penalty: 2730.214355
	Iteration 53Q: 3 clusters Score -560460.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -560463.187500 Penalty: 2730.214355
	Iteration 54Q: 3 clusters Score -560463.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -560464.500000 Penalty: 2730.214355
	Iteration 55Q: 3 clusters Score -560464.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -560466.250000 Penalty: 2730.214355
	Iteration 56Q: 3 clusters Score -560466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -560468.312500 Penalty: 2730.214355
	Iteration 57Q: 3 clusters Score -560468.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -560469.187500 Penalty: 2730.214355
	Iteration 58Q: 3 clusters Score -560469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -560469.187500 Penalty: 2730.214355
	Iteration 59Q: 3 clusters Score -560469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -560469.812500 Penalty: 2730.214355
	Iteration 60F: 3 clusters Score -560469.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (133747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133747 members 
Entering Unmasked Estep 
Score: -17100880.000000 Penalty: 1918.102051
	Iteration 0F: 2 clusters Score -1.710088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -17019734.000000 Penalty: 3836.204102
	Iteration 0F: 3 clusters Score -1.701973e+07 nChanged 64570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70042 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -17057054.000000 Penalty: 3836.204102
	Iteration 1F: 3 clusters Score -1.705705e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71769 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -17057942.000000 Penalty: 3836.204102
	Iteration 2Q: 3 clusters Score -1.705794e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -17059282.000000 Penalty: 3836.204102
	Iteration 3Q: 3 clusters Score -1.705928e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78085 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -17061188.000000 Penalty: 3836.204102
	Iteration 4Q: 3 clusters Score -1.706119e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -17063996.000000 Penalty: 3836.204102
	Iteration 5F: 3 clusters Score -1.7064e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89229 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -17068082.000000 Penalty: 3836.204102
	Iteration 6F: 3 clusters Score -1.706808e+07 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96008 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -17072912.000000 Penalty: 3836.204102
	Iteration 7F: 3 clusters Score -1.707291e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102182 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -17078634.000000 Penalty: 3836.204102
	Iteration 8F: 3 clusters Score -1.707863e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106779 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -17083860.000000 Penalty: 3836.204102
	Iteration 9F: 3 clusters Score -1.708386e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109466 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -17088170.000000 Penalty: 3836.204102
	Iteration 10Q: 3 clusters Score -1.708817e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110790 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -17091000.000000 Penalty: 3836.204102
	Iteration 11Q: 3 clusters Score -1.7091e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111916 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -17092544.000000 Penalty: 3836.204102
	Iteration 12Q: 3 clusters Score -1.709254e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113205 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -17093776.000000 Penalty: 3836.204102
	Iteration 13Q: 3 clusters Score -1.709378e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114706 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -17094788.000000 Penalty: 3836.204102
	Iteration 14Q: 3 clusters Score -1.709479e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116439 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -17095852.000000 Penalty: 3836.204102
	Iteration 15Q: 3 clusters Score -1.709585e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118426 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -17096698.000000 Penalty: 3836.204102
	Iteration 16Q: 3 clusters Score -1.70967e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120597 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -17097662.000000 Penalty: 3836.204102
	Iteration 17Q: 3 clusters Score -1.709766e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122865 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -17098316.000000 Penalty: 3836.204102
	Iteration 18Q: 3 clusters Score -1.709832e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125137 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -17099064.000000 Penalty: 3836.204102
	Iteration 19Q: 3 clusters Score -1.709906e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127185 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -17099536.000000 Penalty: 3836.204102
	Iteration 20F: 3 clusters Score -1.709954e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128993 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -17099706.000000 Penalty: 3836.204102
	Iteration 21Q: 3 clusters Score -1.709971e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130489 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -17099688.000000 Penalty: 3836.204102
	Iteration 22Q: 3 clusters Score -1.709969e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131638 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17099668.000000 Penalty: 3836.204102
	Iteration 23Q: 3 clusters Score -1.709967e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132445 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -17099574.000000 Penalty: 3836.204102
	Iteration 24Q: 3 clusters Score -1.709957e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132951 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -17099436.000000 Penalty: 3836.204102
	Iteration 25Q: 3 clusters Score -1.709944e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133225 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -17099394.000000 Penalty: 3836.204102
	Iteration 26Q: 3 clusters Score -1.709939e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133355 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -17099380.000000 Penalty: 3836.204102
	Iteration 27Q: 3 clusters Score -1.709938e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133418 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -17099408.000000 Penalty: 3836.204102
	Iteration 28Q: 3 clusters Score -1.709941e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133466 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -17099406.000000 Penalty: 3836.204102
	Iteration 29Q: 3 clusters Score -1.709941e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133486 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17099404.000000 Penalty: 3836.204102
	Iteration 30Q: 3 clusters Score -1.70994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133502 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17099404.000000 Penalty: 3836.204102
	Iteration 31Q: 3 clusters Score -1.70994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133517 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17099422.000000 Penalty: 3836.204102
	Iteration 32Q: 3 clusters Score -1.709942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133521 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17099418.000000 Penalty: 3836.204102
	Iteration 33Q: 3 clusters Score -1.709942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133526 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17099424.000000 Penalty: 3836.204102
	Iteration 34Q: 3 clusters Score -1.709942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133529 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17099434.000000 Penalty: 3836.204102
	Iteration 35Q: 3 clusters Score -1.709943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133533 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17099422.000000 Penalty: 3836.204102
	Iteration 36Q: 3 clusters Score -1.709942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133535 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17099420.000000 Penalty: 3836.204102
	Iteration 37Q: 3 clusters Score -1.709942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133536 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17099422.000000 Penalty: 3836.204102
	Iteration 38Q: 3 clusters Score -1.709942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133536 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17099422.000000 Penalty: 3836.204102
	Iteration 39F: 3 clusters Score -1.709942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Entering Unmasked Estep 
Score: -1156615.750000 Penalty: 1483.466064
	Iteration 0F: 2 clusters Score -1156616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1149945.000000 Penalty: 2966.932129
	Iteration 0F: 3 clusters Score -1149945 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1152100.375000 Penalty: 2966.932129
	Iteration 1F: 3 clusters Score -1152100 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1152395.875000 Penalty: 2966.932129
	Iteration 2F: 3 clusters Score -1152396 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1152636.875000 Penalty: 2966.932129
	Iteration 3F: 3 clusters Score -1152637 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1152880.875000 Penalty: 2966.932129
	Iteration 4Q: 3 clusters Score -1152881 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1153114.375000 Penalty: 2966.932129
	Iteration 5Q: 3 clusters Score -1153114 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1153308.875000 Penalty: 2966.932129
	Iteration 6Q: 3 clusters Score -1153309 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1153480.375000 Penalty: 2966.932129
	Iteration 7Q: 3 clusters Score -1153480 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1153656.000000 Penalty: 2966.932129
	Iteration 8Q: 3 clusters Score -1153656 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1153841.250000 Penalty: 2966.932129
	Iteration 9Q: 3 clusters Score -1153841 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1154039.125000 Penalty: 2966.932129
	Iteration 10Q: 3 clusters Score -1154039 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1154190.000000 Penalty: 2966.932129
	Iteration 11Q: 3 clusters Score -1154190 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1154325.250000 Penalty: 2966.932129
	Iteration 12Q: 3 clusters Score -1154325 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1154435.250000 Penalty: 2966.932129
	Iteration 13Q: 3 clusters Score -1154435 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1154511.125000 Penalty: 2966.932129
	Iteration 14Q: 3 clusters Score -1154511 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1154559.125000 Penalty: 2966.932129
	Iteration 15Q: 3 clusters Score -1154559 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1154590.500000 Penalty: 2966.932129
	Iteration 16Q: 3 clusters Score -1154590 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1154606.250000 Penalty: 2966.932129
	Iteration 17Q: 3 clusters Score -1154606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1154623.125000 Penalty: 2966.932129
	Iteration 18Q: 3 clusters Score -1154623 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1154637.875000 Penalty: 2966.932129
	Iteration 19Q: 3 clusters Score -1154638 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1154648.000000 Penalty: 2966.932129
	Iteration 20F: 3 clusters Score -1154648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1154662.125000 Penalty: 2966.932129
	Iteration 21Q: 3 clusters Score -1154662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1154675.750000 Penalty: 2966.932129
	Iteration 22Q: 3 clusters Score -1154676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1154687.625000 Penalty: 2966.932129
	Iteration 23Q: 3 clusters Score -1154688 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1154702.000000 Penalty: 2966.932129
	Iteration 24Q: 3 clusters Score -1154702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1154708.500000 Penalty: 2966.932129
	Iteration 25Q: 3 clusters Score -1154708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1154718.875000 Penalty: 2966.932129
	Iteration 26Q: 3 clusters Score -1154719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1154729.250000 Penalty: 2966.932129
	Iteration 27Q: 3 clusters Score -1154729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1154737.000000 Penalty: 2966.932129
	Iteration 28Q: 3 clusters Score -1154737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1154745.875000 Penalty: 2966.932129
	Iteration 29Q: 3 clusters Score -1154746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1154752.250000 Penalty: 2966.932129
	Iteration 30Q: 3 clusters Score -1154752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1154759.375000 Penalty: 2966.932129
	Iteration 31Q: 3 clusters Score -1154759 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1154768.500000 Penalty: 2966.932129
	Iteration 32Q: 3 clusters Score -1154768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1154774.125000 Penalty: 2966.932129
	Iteration 33Q: 3 clusters Score -1154774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1154786.500000 Penalty: 2966.932129
	Iteration 34Q: 3 clusters Score -1154786 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1154804.250000 Penalty: 2966.932129
	Iteration 35Q: 3 clusters Score -1154804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1154817.625000 Penalty: 2966.932129
	Iteration 36Q: 3 clusters Score -1154818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1154827.250000 Penalty: 2966.932129
	Iteration 37Q: 3 clusters Score -1154827 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1154837.875000 Penalty: 2966.932129
	Iteration 38Q: 3 clusters Score -1154838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1154844.750000 Penalty: 2966.932129
	Iteration 39Q: 3 clusters Score -1154845 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1154853.500000 Penalty: 2966.932129
	Iteration 40F: 3 clusters Score -1154854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1154863.125000 Penalty: 2966.932129
	Iteration 41Q: 3 clusters Score -1154863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1154870.875000 Penalty: 2966.932129
	Iteration 42Q: 3 clusters Score -1154871 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1154883.375000 Penalty: 2966.932129
	Iteration 43Q: 3 clusters Score -1154883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1154890.875000 Penalty: 2966.932129
	Iteration 44Q: 3 clusters Score -1154891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1154898.000000 Penalty: 2966.932129
	Iteration 45Q: 3 clusters Score -1154898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1154905.750000 Penalty: 2966.932129
	Iteration 46Q: 3 clusters Score -1154906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1154910.250000 Penalty: 2966.932129
	Iteration 47Q: 3 clusters Score -1154910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1154918.750000 Penalty: 2966.932129
	Iteration 48Q: 3 clusters Score -1154919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1154927.000000 Penalty: 2966.932129
	Iteration 49Q: 3 clusters Score -1154927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1154934.375000 Penalty: 2966.932129
	Iteration 50Q: 3 clusters Score -1154934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1154942.000000 Penalty: 2966.932129
	Iteration 51Q: 3 clusters Score -1154942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1154950.625000 Penalty: 2966.932129
	Iteration 52Q: 3 clusters Score -1154951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1154956.750000 Penalty: 2966.932129
	Iteration 53Q: 3 clusters Score -1154957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1154960.625000 Penalty: 2966.932129
	Iteration 54Q: 3 clusters Score -1154961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1154968.500000 Penalty: 2966.932129
	Iteration 55Q: 3 clusters Score -1154968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1154975.375000 Penalty: 2966.932129
	Iteration 56Q: 3 clusters Score -1154975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1154977.875000 Penalty: 2966.932129
	Iteration 57Q: 3 clusters Score -1154978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1154983.000000 Penalty: 2966.932129
	Iteration 58Q: 3 clusters Score -1154983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1154985.000000 Penalty: 2966.932129
	Iteration 59Q: 3 clusters Score -1154985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1154986.000000 Penalty: 2966.932129
	Iteration 60F: 3 clusters Score -1154986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1154987.000000 Penalty: 2966.932129
	Iteration 61Q: 3 clusters Score -1154987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1154989.375000 Penalty: 2966.932129
	Iteration 62Q: 3 clusters Score -1154989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1154990.750000 Penalty: 2966.932129
	Iteration 63Q: 3 clusters Score -1154991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1154991.375000 Penalty: 2966.932129
	Iteration 64Q: 3 clusters Score -1154991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1154991.875000 Penalty: 2966.932129
	Iteration 65Q: 3 clusters Score -1154992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1154995.250000 Penalty: 2966.932129
	Iteration 66Q: 3 clusters Score -1154995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1154995.625000 Penalty: 2966.932129
	Iteration 67Q: 3 clusters Score -1154996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1154996.375000 Penalty: 2966.932129
	Iteration 68Q: 3 clusters Score -1154996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1154998.250000 Penalty: 2966.932129
	Iteration 69Q: 3 clusters Score -1154998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1155000.375000 Penalty: 2966.932129
	Iteration 70Q: 3 clusters Score -1155000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1154999.500000 Penalty: 2966.932129
	Iteration 71Q: 3 clusters Score -1155000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1155001.000000 Penalty: 2966.932129
	Iteration 72Q: 3 clusters Score -1155001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1155003.500000 Penalty: 2966.932129
	Iteration 73Q: 3 clusters Score -1155004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1155002.875000 Penalty: 2966.932129
	Iteration 74Q: 3 clusters Score -1155003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1155007.000000 Penalty: 2966.932129
	Iteration 75Q: 3 clusters Score -1155007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1155009.625000 Penalty: 2966.932129
	Iteration 76Q: 3 clusters Score -1155010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1155013.875000 Penalty: 2966.932129
	Iteration 77Q: 3 clusters Score -1155014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1155013.375000 Penalty: 2966.932129
	Iteration 78Q: 3 clusters Score -1155013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1155016.625000 Penalty: 2966.932129
	Iteration 79Q: 3 clusters Score -1155017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1155021.875000 Penalty: 2966.932129
	Iteration 80F: 3 clusters Score -1155022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1155031.125000 Penalty: 2966.932129
	Iteration 81Q: 3 clusters Score -1155031 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1155041.875000 Penalty: 2966.932129
	Iteration 82Q: 3 clusters Score -1155042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1155057.250000 Penalty: 2966.932129
	Iteration 83Q: 3 clusters Score -1155057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1155069.375000 Penalty: 2966.932129
	Iteration 84Q: 3 clusters Score -1155069 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1155080.625000 Penalty: 2966.932129
	Iteration 85Q: 3 clusters Score -1155081 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1155099.375000 Penalty: 2966.932129
	Iteration 86Q: 3 clusters Score -1155099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1155113.000000 Penalty: 2966.932129
	Iteration 87Q: 3 clusters Score -1155113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1155129.375000 Penalty: 2966.932129
	Iteration 88Q: 3 clusters Score -1155129 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1155138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1155147.750000 Penalty: 2966.932129
	Iteration 90Q: 3 clusters Score -1155148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1155151.375000 Penalty: 2966.932129
	Iteration 91Q: 3 clusters Score -1155151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1155159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1155167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1155171.625000 Penalty: 2966.932129
	Iteration 94Q: 3 clusters Score -1155172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1155178.500000 Penalty: 2966.932129
	Iteration 95Q: 3 clusters Score -1155178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1155179.250000 Penalty: 2966.932129
	Iteration 96Q: 3 clusters Score -1155179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1155183.500000 Penalty: 2966.932129
	Iteration 97Q: 3 clusters Score -1155184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1155191.000000 Penalty: 2966.932129
	Iteration 98Q: 3 clusters Score -1155191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1155195.625000 Penalty: 2966.932129
	Iteration 99Q: 3 clusters Score -1155196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1155203.000000 Penalty: 2966.932129
	Iteration 100F: 3 clusters Score -1155203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1155205.500000 Penalty: 2966.932129
	Iteration 101Q: 3 clusters Score -1155206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1155212.125000 Penalty: 2966.932129
	Iteration 102Q: 3 clusters Score -1155212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1155214.625000 Penalty: 2966.932129
	Iteration 103Q: 3 clusters Score -1155215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1155219.500000 Penalty: 2966.932129
	Iteration 104Q: 3 clusters Score -1155220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1155225.625000 Penalty: 2966.932129
	Iteration 105Q: 3 clusters Score -1155226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1155230.500000 Penalty: 2966.932129
	Iteration 106Q: 3 clusters Score -1155230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1155234.875000 Penalty: 2966.932129
	Iteration 107Q: 3 clusters Score -1155235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1155242.125000 Penalty: 2966.932129
	Iteration 108Q: 3 clusters Score -1155242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1155246.375000 Penalty: 2966.932129
	Iteration 109Q: 3 clusters Score -1155246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1155252.375000 Penalty: 2966.932129
	Iteration 110Q: 3 clusters Score -1155252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1155257.125000 Penalty: 2966.932129
	Iteration 111Q: 3 clusters Score -1155257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1155260.500000 Penalty: 2966.932129
	Iteration 112Q: 3 clusters Score -1155260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1155268.875000 Penalty: 2966.932129
	Iteration 113Q: 3 clusters Score -1155269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1155273.250000 Penalty: 2966.932129
	Iteration 114Q: 3 clusters Score -1155273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1155279.125000 Penalty: 2966.932129
	Iteration 115Q: 3 clusters Score -1155279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1155277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1155279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1155282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1155281.125000 Penalty: 2966.932129
	Iteration 119Q: 3 clusters Score -1155281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1155285.500000 Penalty: 2966.932129
	Iteration 120F: 3 clusters Score -1155286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1155285.375000 Penalty: 2966.932129
	Iteration 121Q: 3 clusters Score -1155285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1155286.125000 Penalty: 2966.932129
	Iteration 122Q: 3 clusters Score -1155286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1155288.000000 Penalty: 2966.932129
	Iteration 123Q: 3 clusters Score -1155288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1155290.500000 Penalty: 2966.932129
	Iteration 124Q: 3 clusters Score -1155290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1155295.625000 Penalty: 2966.932129
	Iteration 125Q: 3 clusters Score -1155296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1155299.250000 Penalty: 2966.932129
	Iteration 126Q: 3 clusters Score -1155299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1155304.250000 Penalty: 2966.932129
	Iteration 127Q: 3 clusters Score -1155304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1155304.750000 Penalty: 2966.932129
	Iteration 128Q: 3 clusters Score -1155305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1155309.875000 Penalty: 2966.932129
	Iteration 129Q: 3 clusters Score -1155310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1155313.375000 Penalty: 2966.932129
	Iteration 130Q: 3 clusters Score -1155313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1155312.750000 Penalty: 2966.932129
	Iteration 131Q: 3 clusters Score -1155313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1155320.250000 Penalty: 2966.932129
	Iteration 132Q: 3 clusters Score -1155320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1155323.625000 Penalty: 2966.932129
	Iteration 133Q: 3 clusters Score -1155324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1155329.250000 Penalty: 2966.932129
	Iteration 134Q: 3 clusters Score -1155329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1155336.750000 Penalty: 2966.932129
	Iteration 135Q: 3 clusters Score -1155337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1155338.875000 Penalty: 2966.932129
	Iteration 136Q: 3 clusters Score -1155339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1155343.375000 Penalty: 2966.932129
	Iteration 137Q: 3 clusters Score -1155343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1155345.500000 Penalty: 2966.932129
	Iteration 138Q: 3 clusters Score -1155346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1155349.000000 Penalty: 2966.932129
	Iteration 139Q: 3 clusters Score -1155349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1155348.875000 Penalty: 2966.932129
	Iteration 140F: 3 clusters Score -1155349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1155349.625000 Penalty: 2966.932129
	Iteration 141Q: 3 clusters Score -1155350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1155350.125000 Penalty: 2966.932129
	Iteration 142Q: 3 clusters Score -1155350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1155351.250000 Penalty: 2966.932129
	Iteration 143Q: 3 clusters Score -1155351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1155350.375000 Penalty: 2966.932129
	Iteration 144Q: 3 clusters Score -1155350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1155355.500000 Penalty: 2966.932129
	Iteration 145Q: 3 clusters Score -1155356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1155355.875000 Penalty: 2966.932129
	Iteration 146Q: 3 clusters Score -1155356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1155357.000000 Penalty: 2966.932129
	Iteration 147Q: 3 clusters Score -1155357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1155357.750000 Penalty: 2966.932129
	Iteration 148Q: 3 clusters Score -1155358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1155358.625000 Penalty: 2966.932129
	Iteration 149Q: 3 clusters Score -1155359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1155360.000000 Penalty: 2966.932129
	Iteration 150Q: 3 clusters Score -1155360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1155360.375000 Penalty: 2966.932129
	Iteration 151Q: 3 clusters Score -1155360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1155360.875000 Penalty: 2966.932129
	Iteration 152Q: 3 clusters Score -1155361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1155362.250000 Penalty: 2966.932129
	Iteration 153Q: 3 clusters Score -1155362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1155363.500000 Penalty: 2966.932129
	Iteration 154Q: 3 clusters Score -1155364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1155362.500000 Penalty: 2966.932129
	Iteration 155Q: 3 clusters Score -1155362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1155364.750000 Penalty: 2966.932129
	Iteration 156Q: 3 clusters Score -1155365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1155367.375000 Penalty: 2966.932129
	Iteration 157Q: 3 clusters Score -1155367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1155367.125000 Penalty: 2966.932129
	Iteration 158Q: 3 clusters Score -1155367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1155367.750000 Penalty: 2966.932129
	Iteration 159Q: 3 clusters Score -1155368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1155370.625000 Penalty: 2966.932129
	Iteration 160F: 3 clusters Score -1155371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1155369.875000 Penalty: 2966.932129
	Iteration 161Q: 3 clusters Score -1155370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1155370.250000 Penalty: 2966.932129
	Iteration 162Q: 3 clusters Score -1155370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1155371.250000 Penalty: 2966.932129
	Iteration 163Q: 3 clusters Score -1155371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1155374.250000 Penalty: 2966.932129
	Iteration 164Q: 3 clusters Score -1155374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1155373.250000 Penalty: 2966.932129
	Iteration 165Q: 3 clusters Score -1155373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1155373.250000 Penalty: 2966.932129
	Iteration 166Q: 3 clusters Score -1155373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1155375.750000 Penalty: 2966.932129
	Iteration 167Q: 3 clusters Score -1155376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1155374.500000 Penalty: 2966.932129
	Iteration 168Q: 3 clusters Score -1155374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1155372.875000 Penalty: 2966.932129
	Iteration 169Q: 3 clusters Score -1155373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1155373.875000 Penalty: 2966.932129
	Iteration 170Q: 3 clusters Score -1155374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1155373.875000 Penalty: 2966.932129
	Iteration 171F: 3 clusters Score -1155374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (71925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Entering Unmasked Estep 
Score: -8515223.000000 Penalty: 1817.299072
	Iteration 0F: 2 clusters Score -8515223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -8467061.000000 Penalty: 3634.598145
	Iteration 0F: 3 clusters Score -8467061 nChanged 34023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -8487722.000000 Penalty: 3634.598145
	Iteration 1F: 3 clusters Score -8487722 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -8489222.000000 Penalty: 3634.598145
	Iteration 2Q: 3 clusters Score -8489222 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -8491216.000000 Penalty: 3634.598145
	Iteration 3F: 3 clusters Score -8491216 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -8493914.000000 Penalty: 3634.598145
	Iteration 4F: 3 clusters Score -8493914 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -8497308.000000 Penalty: 3634.598145
	Iteration 5F: 3 clusters Score -8497308 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -8501335.000000 Penalty: 3634.598145
	Iteration 6F: 3 clusters Score -8501335 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -8505312.000000 Penalty: 3634.598145
	Iteration 7F: 3 clusters Score -8505312 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -8508813.000000 Penalty: 3634.598145
	Iteration 8F: 3 clusters Score -8508813 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -8511374.000000 Penalty: 3634.598145
	Iteration 9Q: 3 clusters Score -8511374 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8512918.000000 Penalty: 3634.598145
	Iteration 10Q: 3 clusters Score -8512918 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8513596.000000 Penalty: 3634.598145
	Iteration 11Q: 3 clusters Score -8513596 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8513937.000000 Penalty: 3634.598145
	Iteration 12Q: 3 clusters Score -8513937 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8514154.000000 Penalty: 3634.598145
	Iteration 13Q: 3 clusters Score -8514154 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8514257.000000 Penalty: 3634.598145
	Iteration 14Q: 3 clusters Score -8514257 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71360 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8514318.000000 Penalty: 3634.598145
	Iteration 15Q: 3 clusters Score -8514318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8514355.000000 Penalty: 3634.598145
	Iteration 16Q: 3 clusters Score -8514355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8514374.000000 Penalty: 3634.598145
	Iteration 17Q: 3 clusters Score -8514374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8514380.000000 Penalty: 3634.598145
	Iteration 18Q: 3 clusters Score -8514380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71400 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8514396.000000 Penalty: 3634.598145
	Iteration 19Q: 3 clusters Score -8514396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8514401.000000 Penalty: 3634.598145
	Iteration 20F: 3 clusters Score -8514401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71406 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8514403.000000 Penalty: 3634.598145
	Iteration 21Q: 3 clusters Score -8514403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8514411.000000 Penalty: 3634.598145
	Iteration 22Q: 3 clusters Score -8514411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8514403.000000 Penalty: 3634.598145
	Iteration 23Q: 3 clusters Score -8514403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71412 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8514408.000000 Penalty: 3634.598145
	Iteration 24Q: 3 clusters Score -8514408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8514410.000000 Penalty: 3634.598145
	Iteration 25Q: 3 clusters Score -8514410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8514410.000000 Penalty: 3634.598145
	Iteration 26F: 3 clusters Score -8514410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39839.781250 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -39839.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38936.332031 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -38936.33 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39081.804688 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -39081.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39110.894531 Penalty: 1913.885254
	Iteration 2Q: 3 clusters Score -39110.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39122.496094 Penalty: 1913.885254
	Iteration 3Q: 3 clusters Score -39122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39124.324219 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -39124.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39129.488281 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -39129.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39129.488281 Penalty: 1913.885254
	Iteration 6F: 3 clusters Score -39129.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88478 members 
Entering Unmasked Estep 
Score: -11350519.000000 Penalty: 1850.957764
	Iteration 0F: 2 clusters Score -1.135052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -11292834.000000 Penalty: 3701.915527
	Iteration 0F: 3 clusters Score -1.129283e+07 nChanged 42175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -11316835.000000 Penalty: 3701.915527
	Iteration 1F: 3 clusters Score -1.131684e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -11317382.000000 Penalty: 3701.915527
	Iteration 2Q: 3 clusters Score -1.131738e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -11317954.000000 Penalty: 3701.915527
	Iteration 3Q: 3 clusters Score -1.131795e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -11318657.000000 Penalty: 3701.915527
	Iteration 4Q: 3 clusters Score -1.131866e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -11319438.000000 Penalty: 3701.915527
	Iteration 5Q: 3 clusters Score -1.131944e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -11320604.000000 Penalty: 3701.915527
	Iteration 6Q: 3 clusters Score -1.13206e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -11322266.000000 Penalty: 3701.915527
	Iteration 7Q: 3 clusters Score -1.132227e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -11324671.000000 Penalty: 3701.915527
	Iteration 8Q: 3 clusters Score -1.132467e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -11328173.000000 Penalty: 3701.915527
	Iteration 9F: 3 clusters Score -1.132817e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -11331975.000000 Penalty: 3701.915527
	Iteration 10F: 3 clusters Score -1.133198e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -11334777.000000 Penalty: 3701.915527
	Iteration 11F: 3 clusters Score -1.133478e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -11335932.000000 Penalty: 3701.915527
	Iteration 12Q: 3 clusters Score -1.133593e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -11336318.000000 Penalty: 3701.915527
	Iteration 13Q: 3 clusters Score -1.133632e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -11336477.000000 Penalty: 3701.915527
	Iteration 14Q: 3 clusters Score -1.133648e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -11336643.000000 Penalty: 3701.915527
	Iteration 15Q: 3 clusters Score -1.133664e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -11336749.000000 Penalty: 3701.915527
	Iteration 16Q: 3 clusters Score -1.133675e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -11336902.000000 Penalty: 3701.915527
	Iteration 17Q: 3 clusters Score -1.13369e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -11337049.000000 Penalty: 3701.915527
	Iteration 18Q: 3 clusters Score -1.133705e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -11337236.000000 Penalty: 3701.915527
	Iteration 19Q: 3 clusters Score -1.133724e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -11337360.000000 Penalty: 3701.915527
	Iteration 20F: 3 clusters Score -1.133736e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -11337434.000000 Penalty: 3701.915527
	Iteration 21Q: 3 clusters Score -1.133743e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -11337515.000000 Penalty: 3701.915527
	Iteration 22Q: 3 clusters Score -1.133752e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -11337523.000000 Penalty: 3701.915527
	Iteration 23Q: 3 clusters Score -1.133752e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -11337569.000000 Penalty: 3701.915527
	Iteration 24Q: 3 clusters Score -1.133757e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -11337651.000000 Penalty: 3701.915527
	Iteration 25Q: 3 clusters Score -1.133765e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -11337736.000000 Penalty: 3701.915527
	Iteration 26Q: 3 clusters Score -1.133774e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -11337771.000000 Penalty: 3701.915527
	Iteration 27Q: 3 clusters Score -1.133777e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -11337846.000000 Penalty: 3701.915527
	Iteration 28Q: 3 clusters Score -1.133785e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -11337907.000000 Penalty: 3701.915527
	Iteration 29Q: 3 clusters Score -1.133791e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -11338020.000000 Penalty: 3701.915527
	Iteration 30Q: 3 clusters Score -1.133802e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -11338058.000000 Penalty: 3701.915527
	Iteration 31Q: 3 clusters Score -1.133806e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -11338131.000000 Penalty: 3701.915527
	Iteration 32Q: 3 clusters Score -1.133813e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -11338190.000000 Penalty: 3701.915527
	Iteration 33Q: 3 clusters Score -1.133819e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -11338232.000000 Penalty: 3701.915527
	Iteration 34Q: 3 clusters Score -1.133823e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -11338286.000000 Penalty: 3701.915527
	Iteration 35Q: 3 clusters Score -1.133829e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -11338261.000000 Penalty: 3701.915527
	Iteration 36Q: 3 clusters Score -1.133826e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -11338246.000000 Penalty: 3701.915527
	Iteration 37Q: 3 clusters Score -1.133825e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -11338289.000000 Penalty: 3701.915527
	Iteration 38Q: 3 clusters Score -1.133829e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -11338295.000000 Penalty: 3701.915527
	Iteration 39Q: 3 clusters Score -1.13383e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -11338363.000000 Penalty: 3701.915527
	Iteration 40F: 3 clusters Score -1.133836e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -11338391.000000 Penalty: 3701.915527
	Iteration 41Q: 3 clusters Score -1.133839e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -11338370.000000 Penalty: 3701.915527
	Iteration 42Q: 3 clusters Score -1.133837e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -11338400.000000 Penalty: 3701.915527
	Iteration 43Q: 3 clusters Score -1.13384e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -11338424.000000 Penalty: 3701.915527
	Iteration 44Q: 3 clusters Score -1.133842e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -11338428.000000 Penalty: 3701.915527
	Iteration 45Q: 3 clusters Score -1.133843e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -11338435.000000 Penalty: 3701.915527
	Iteration 46Q: 3 clusters Score -1.133844e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -11338453.000000 Penalty: 3701.915527
	Iteration 47Q: 3 clusters Score -1.133845e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -11338492.000000 Penalty: 3701.915527
	Iteration 48Q: 3 clusters Score -1.133849e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -11338571.000000 Penalty: 3701.915527
	Iteration 49Q: 3 clusters Score -1.133857e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -11338571.000000 Penalty: 3701.915527
	Iteration 50Q: 3 clusters Score -1.133857e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -11338600.000000 Penalty: 3701.915527
	Iteration 51Q: 3 clusters Score -1.13386e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -11338589.000000 Penalty: 3701.915527
	Iteration 52Q: 3 clusters Score -1.133859e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -11338632.000000 Penalty: 3701.915527
	Iteration 53Q: 3 clusters Score -1.133863e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -11338659.000000 Penalty: 3701.915527
	Iteration 54Q: 3 clusters Score -1.133866e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -11338753.000000 Penalty: 3701.915527
	Iteration 55Q: 3 clusters Score -1.133875e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -11338863.000000 Penalty: 3701.915527
	Iteration 56Q: 3 clusters Score -1.133886e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -11338935.000000 Penalty: 3701.915527
	Iteration 57Q: 3 clusters Score -1.133894e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -11339040.000000 Penalty: 3701.915527
	Iteration 58Q: 3 clusters Score -1.133904e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -11339149.000000 Penalty: 3701.915527
	Iteration 59Q: 3 clusters Score -1.133915e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -11339220.000000 Penalty: 3701.915527
	Iteration 60F: 3 clusters Score -1.133922e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -11339392.000000 Penalty: 3701.915527
	Iteration 61Q: 3 clusters Score -1.133939e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -11339434.000000 Penalty: 3701.915527
	Iteration 62Q: 3 clusters Score -1.133943e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -11339580.000000 Penalty: 3701.915527
	Iteration 63Q: 3 clusters Score -1.133958e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -11339741.000000 Penalty: 3701.915527
	Iteration 64Q: 3 clusters Score -1.133974e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -11339886.000000 Penalty: 3701.915527
	Iteration 65Q: 3 clusters Score -1.133989e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -11339989.000000 Penalty: 3701.915527
	Iteration 66Q: 3 clusters Score -1.133999e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -11340197.000000 Penalty: 3701.915527
	Iteration 67Q: 3 clusters Score -1.13402e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -11340400.000000 Penalty: 3701.915527
	Iteration 68Q: 3 clusters Score -1.13404e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -11340688.000000 Penalty: 3701.915527
	Iteration 69Q: 3 clusters Score -1.134069e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -11340888.000000 Penalty: 3701.915527
	Iteration 70Q: 3 clusters Score -1.134089e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -11341205.000000 Penalty: 3701.915527
	Iteration 71Q: 3 clusters Score -1.13412e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -11341542.000000 Penalty: 3701.915527
	Iteration 72Q: 3 clusters Score -1.134154e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -11341868.000000 Penalty: 3701.915527
	Iteration 73Q: 3 clusters Score -1.134187e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 72879 members 
Entering Unmasked Estep 
Score: -11342233.000000 Penalty: 3701.915527
	Iteration 74Q: 3 clusters Score -1.134223e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -11342631.000000 Penalty: 3701.915527
	Iteration 75Q: 3 clusters Score -1.134263e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -11342957.000000 Penalty: 3701.915527
	Iteration 76Q: 3 clusters Score -1.134296e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -11343268.000000 Penalty: 3701.915527
	Iteration 77Q: 3 clusters Score -1.134327e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 77792 members 
Entering Unmasked Estep 
Score: -11343640.000000 Penalty: 3701.915527
	Iteration 78Q: 3 clusters Score -1.134364e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -11344054.000000 Penalty: 3701.915527
	Iteration 79Q: 3 clusters Score -1.134405e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -11344370.000000 Penalty: 3701.915527
	Iteration 80F: 3 clusters Score -1.134437e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 81006 members 
Entering Unmasked Estep 
Score: -11344796.000000 Penalty: 3701.915527
	Iteration 81Q: 3 clusters Score -1.13448e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -11345266.000000 Penalty: 3701.915527
	Iteration 82Q: 3 clusters Score -1.134527e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 82944 members 
Entering Unmasked Estep 
Score: -11345711.000000 Penalty: 3701.915527
	Iteration 83Q: 3 clusters Score -1.134571e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -11346188.000000 Penalty: 3701.915527
	Iteration 84Q: 3 clusters Score -1.134619e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -11346645.000000 Penalty: 3701.915527
	Iteration 85Q: 3 clusters Score -1.134664e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 85400 members 
Entering Unmasked Estep 
Score: -11347066.000000 Penalty: 3701.915527
	Iteration 86Q: 3 clusters Score -1.134707e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 86063 members 
Entering Unmasked Estep 
Score: -11347490.000000 Penalty: 3701.915527
	Iteration 87Q: 3 clusters Score -1.134749e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -11347895.000000 Penalty: 3701.915527
	Iteration 88Q: 3 clusters Score -1.13479e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 87067 members 
Entering Unmasked Estep 
Score: -11348172.000000 Penalty: 3701.915527
	Iteration 89Q: 3 clusters Score -1.134817e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 87388 members 
Entering Unmasked Estep 
Score: -11348353.000000 Penalty: 3701.915527
	Iteration 90Q: 3 clusters Score -1.134835e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 87620 members 
Entering Unmasked Estep 
Score: -11348545.000000 Penalty: 3701.915527
	Iteration 91Q: 3 clusters Score -1.134854e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -11348630.000000 Penalty: 3701.915527
	Iteration 92Q: 3 clusters Score -1.134863e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -11348711.000000 Penalty: 3701.915527
	Iteration 93Q: 3 clusters Score -1.134871e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 87942 members 
Entering Unmasked Estep 
Score: -11348760.000000 Penalty: 3701.915527
	Iteration 94Q: 3 clusters Score -1.134876e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 88001 members 
Entering Unmasked Estep 
Score: -11348825.000000 Penalty: 3701.915527
	Iteration 95Q: 3 clusters Score -1.134882e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -11348845.000000 Penalty: 3701.915527
	Iteration 96Q: 3 clusters Score -1.134884e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 88060 members 
Entering Unmasked Estep 
Score: -11348856.000000 Penalty: 3701.915527
	Iteration 97Q: 3 clusters Score -1.134886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 88074 members 
Entering Unmasked Estep 
Score: -11348855.000000 Penalty: 3701.915527
	Iteration 98Q: 3 clusters Score -1.134886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 88080 members 
Entering Unmasked Estep 
Score: -11348862.000000 Penalty: 3701.915527
	Iteration 99Q: 3 clusters Score -1.134886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 88086 members 
Entering Unmasked Estep 
Score: -11348869.000000 Penalty: 3701.915527
	Iteration 100F: 3 clusters Score -1.134887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 88092 members 
Entering Unmasked Estep 
Score: -11348883.000000 Penalty: 3701.915527
	Iteration 101Q: 3 clusters Score -1.134888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -11348882.000000 Penalty: 3701.915527
	Iteration 102Q: 3 clusters Score -1.134888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -11348887.000000 Penalty: 3701.915527
	Iteration 103Q: 3 clusters Score -1.134889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 88103 members 
Entering Unmasked Estep 
Score: -11348888.000000 Penalty: 3701.915527
	Iteration 104Q: 3 clusters Score -1.134889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -11348893.000000 Penalty: 3701.915527
	Iteration 105Q: 3 clusters Score -1.134889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 88110 members 
Entering Unmasked Estep 
Score: -11348901.000000 Penalty: 3701.915527
	Iteration 106Q: 3 clusters Score -1.13489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -11348904.000000 Penalty: 3701.915527
	Iteration 107Q: 3 clusters Score -1.13489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -11348901.000000 Penalty: 3701.915527
	Iteration 108Q: 3 clusters Score -1.13489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 88117 members 
Entering Unmasked Estep 
Score: -11348906.000000 Penalty: 3701.915527
	Iteration 109Q: 3 clusters Score -1.134891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 88121 members 
Entering Unmasked Estep 
Score: -11348911.000000 Penalty: 3701.915527
	Iteration 110Q: 3 clusters Score -1.134891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 88123 members 
Entering Unmasked Estep 
Score: -11348917.000000 Penalty: 3701.915527
	Iteration 111Q: 3 clusters Score -1.134892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -11348911.000000 Penalty: 3701.915527
	Iteration 112Q: 3 clusters Score -1.134891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 88126 members 
Entering Unmasked Estep 
Score: -11348913.000000 Penalty: 3701.915527
	Iteration 113Q: 3 clusters Score -1.134891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -11348915.000000 Penalty: 3701.915527
	Iteration 114Q: 3 clusters Score -1.134892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -11348915.000000 Penalty: 3701.915527
	Iteration 115F: 3 clusters Score -1.134892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Entering Unmasked Estep 
Score: -402520.406250 Penalty: 1338.289062
	Iteration 0F: 2 clusters Score -402520.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -399292.406250 Penalty: 2676.578125
	Iteration 0F: 3 clusters Score -399292.4 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -400202.093750 Penalty: 2676.578125
	Iteration 1F: 3 clusters Score -400202.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -400505.656250 Penalty: 2676.578125
	Iteration 2F: 3 clusters Score -400505.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -400832.500000 Penalty: 2676.578125
	Iteration 3F: 3 clusters Score -400832.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -401085.250000 Penalty: 2676.578125
	Iteration 4F: 3 clusters Score -401085.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -401276.093750 Penalty: 2676.578125
	Iteration 5F: 3 clusters Score -401276.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -401440.687500 Penalty: 2676.578125
	Iteration 6F: 3 clusters Score -401440.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -401559.156250 Penalty: 2676.578125
	Iteration 7Q: 3 clusters Score -401559.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -401630.500000 Penalty: 2676.578125
	Iteration 8Q: 3 clusters Score -401630.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -401666.500000 Penalty: 2676.578125
	Iteration 9Q: 3 clusters Score -401666.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -401688.562500 Penalty: 2676.578125
	Iteration 10Q: 3 clusters Score -401688.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -401706.187500 Penalty: 2676.578125
	Iteration 11Q: 3 clusters Score -401706.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -401727.062500 Penalty: 2676.578125
	Iteration 12Q: 3 clusters Score -401727.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -401746.718750 Penalty: 2676.578125
	Iteration 13Q: 3 clusters Score -401746.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -401768.406250 Penalty: 2676.578125
	Iteration 14Q: 3 clusters Score -401768.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -401787.656250 Penalty: 2676.578125
	Iteration 15Q: 3 clusters Score -401787.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -401804.656250 Penalty: 2676.578125
	Iteration 16Q: 3 clusters Score -401804.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -401815.687500 Penalty: 2676.578125
	Iteration 17Q: 3 clusters Score -401815.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -401821.937500 Penalty: 2676.578125
	Iteration 18Q: 3 clusters Score -401821.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -401825.656250 Penalty: 2676.578125
	Iteration 19Q: 3 clusters Score -401825.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -401828.500000 Penalty: 2676.578125
	Iteration 20F: 3 clusters Score -401828.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -401829.750000 Penalty: 2676.578125
	Iteration 21Q: 3 clusters Score -401829.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -401830.937500 Penalty: 2676.578125
	Iteration 22Q: 3 clusters Score -401830.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -401832.437500 Penalty: 2676.578125
	Iteration 23Q: 3 clusters Score -401832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -401833.406250 Penalty: 2676.578125
	Iteration 24Q: 3 clusters Score -401833.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -401835.218750 Penalty: 2676.578125
	Iteration 25Q: 3 clusters Score -401835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -401836.312500 Penalty: 2676.578125
	Iteration 26Q: 3 clusters Score -401836.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -401837.625000 Penalty: 2676.578125
	Iteration 27Q: 3 clusters Score -401837.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -401840.531250 Penalty: 2676.578125
	Iteration 28Q: 3 clusters Score -401840.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -401842.343750 Penalty: 2676.578125
	Iteration 29Q: 3 clusters Score -401842.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -401844.156250 Penalty: 2676.578125
	Iteration 30Q: 3 clusters Score -401844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -401844.125000 Penalty: 2676.578125
	Iteration 31Q: 3 clusters Score -401844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -401844.156250 Penalty: 2676.578125
	Iteration 32Q: 3 clusters Score -401844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -401844.781250 Penalty: 2676.578125
	Iteration 33Q: 3 clusters Score -401844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -401844.750000 Penalty: 2676.578125
	Iteration 34Q: 3 clusters Score -401844.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -401846.218750 Penalty: 2676.578125
	Iteration 35Q: 3 clusters Score -401846.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -401847.406250 Penalty: 2676.578125
	Iteration 36Q: 3 clusters Score -401847.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -401848.156250 Penalty: 2676.578125
	Iteration 37Q: 3 clusters Score -401848.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -401850.000000 Penalty: 2676.578125
	Iteration 38Q: 3 clusters Score -401850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -401853.000000 Penalty: 2676.578125
	Iteration 39Q: 3 clusters Score -401853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -401855.750000 Penalty: 2676.578125
	Iteration 40F: 3 clusters Score -401855.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -401858.000000 Penalty: 2676.578125
	Iteration 41Q: 3 clusters Score -401858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -401860.875000 Penalty: 2676.578125
	Iteration 42Q: 3 clusters Score -401860.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -401862.968750 Penalty: 2676.578125
	Iteration 43Q: 3 clusters Score -401863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -401864.125000 Penalty: 2676.578125
	Iteration 44Q: 3 clusters Score -401864.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -401866.687500 Penalty: 2676.578125
	Iteration 45Q: 3 clusters Score -401866.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -401868.156250 Penalty: 2676.578125
	Iteration 46Q: 3 clusters Score -401868.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -401871.625000 Penalty: 2676.578125
	Iteration 47Q: 3 clusters Score -401871.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -401874.812500 Penalty: 2676.578125
	Iteration 48Q: 3 clusters Score -401874.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -401876.531250 Penalty: 2676.578125
	Iteration 49Q: 3 clusters Score -401876.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -401878.500000 Penalty: 2676.578125
	Iteration 50Q: 3 clusters Score -401878.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -401879.031250 Penalty: 2676.578125
	Iteration 51Q: 3 clusters Score -401879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -401880.656250 Penalty: 2676.578125
	Iteration 52Q: 3 clusters Score -401880.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -401881.281250 Penalty: 2676.578125
	Iteration 53Q: 3 clusters Score -401881.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -401883.500000 Penalty: 2676.578125
	Iteration 54Q: 3 clusters Score -401883.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -401884.937500 Penalty: 2676.578125
	Iteration 55Q: 3 clusters Score -401884.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -401887.187500 Penalty: 2676.578125
	Iteration 56Q: 3 clusters Score -401887.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -401891.500000 Penalty: 2676.578125
	Iteration 57Q: 3 clusters Score -401891.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -401899.468750 Penalty: 2676.578125
	Iteration 58Q: 3 clusters Score -401899.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -401906.281250 Penalty: 2676.578125
	Iteration 59Q: 3 clusters Score -401906.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -401915.437500 Penalty: 2676.578125
	Iteration 60F: 3 clusters Score -401915.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -401919.875000 Penalty: 2676.578125
	Iteration 61Q: 3 clusters Score -401919.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -401922.281250 Penalty: 2676.578125
	Iteration 62Q: 3 clusters Score -401922.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -401925.562500 Penalty: 2676.578125
	Iteration 63Q: 3 clusters Score -401925.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -401925.812500 Penalty: 2676.578125
	Iteration 64Q: 3 clusters Score -401925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -401927.937500 Penalty: 2676.578125
	Iteration 65Q: 3 clusters Score -401927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -401929.250000 Penalty: 2676.578125
	Iteration 66Q: 3 clusters Score -401929.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -401929.406250 Penalty: 2676.578125
	Iteration 67Q: 3 clusters Score -401929.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -401929.406250 Penalty: 2676.578125
	Iteration 68F: 3 clusters Score -401929.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Entering Unmasked Estep 
Score: -3436719.500000 Penalty: 1655.731567
	Iteration 0F: 2 clusters Score -3436720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3418787.500000 Penalty: 3311.463135
	Iteration 0F: 3 clusters Score -3418788 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3425888.000000 Penalty: 3311.463135
	Iteration 1F: 3 clusters Score -3425888 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3426662.500000 Penalty: 3311.463135
	Iteration 2F: 3 clusters Score -3426662 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3427377.000000 Penalty: 3311.463135
	Iteration 3F: 3 clusters Score -3427377 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3428056.500000 Penalty: 3311.463135
	Iteration 4F: 3 clusters Score -3428056 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3428738.000000 Penalty: 3311.463135
	Iteration 5F: 3 clusters Score -3428738 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -3429530.000000 Penalty: 3311.463135
	Iteration 6F: 3 clusters Score -3429530 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3430432.750000 Penalty: 3311.463135
	Iteration 7F: 3 clusters Score -3430433 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3431297.250000 Penalty: 3311.463135
	Iteration 8Q: 3 clusters Score -3431297 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3432124.750000 Penalty: 3311.463135
	Iteration 9Q: 3 clusters Score -3432125 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3432666.500000 Penalty: 3311.463135
	Iteration 10Q: 3 clusters Score -3432666 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3433023.250000 Penalty: 3311.463135
	Iteration 11Q: 3 clusters Score -3433023 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3433294.000000 Penalty: 3311.463135
	Iteration 12Q: 3 clusters Score -3433294 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3433505.500000 Penalty: 3311.463135
	Iteration 13Q: 3 clusters Score -3433506 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3433724.500000 Penalty: 3311.463135
	Iteration 14Q: 3 clusters Score -3433724 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3433919.000000 Penalty: 3311.463135
	Iteration 15Q: 3 clusters Score -3433919 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3434090.250000 Penalty: 3311.463135
	Iteration 16Q: 3 clusters Score -3434090 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -3434291.750000 Penalty: 3311.463135
	Iteration 17Q: 3 clusters Score -3434292 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3434486.500000 Penalty: 3311.463135
	Iteration 18Q: 3 clusters Score -3434486 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3434679.250000 Penalty: 3311.463135
	Iteration 19Q: 3 clusters Score -3434679 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3434874.000000 Penalty: 3311.463135
	Iteration 20F: 3 clusters Score -3434874 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3435038.250000 Penalty: 3311.463135
	Iteration 21Q: 3 clusters Score -3435038 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -3435149.750000 Penalty: 3311.463135
	Iteration 22Q: 3 clusters Score -3435150 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3435265.250000 Penalty: 3311.463135
	Iteration 23Q: 3 clusters Score -3435265 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3435341.250000 Penalty: 3311.463135
	Iteration 24Q: 3 clusters Score -3435341 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3435429.500000 Penalty: 3311.463135
	Iteration 25Q: 3 clusters Score -3435430 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3435493.500000 Penalty: 3311.463135
	Iteration 26Q: 3 clusters Score -3435494 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3435548.250000 Penalty: 3311.463135
	Iteration 27Q: 3 clusters Score -3435548 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3435580.750000 Penalty: 3311.463135
	Iteration 28Q: 3 clusters Score -3435581 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -3435639.250000 Penalty: 3311.463135
	Iteration 29Q: 3 clusters Score -3435639 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -3435676.000000 Penalty: 3311.463135
	Iteration 30Q: 3 clusters Score -3435676 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3435696.500000 Penalty: 3311.463135
	Iteration 31Q: 3 clusters Score -3435696 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3435717.500000 Penalty: 3311.463135
	Iteration 32Q: 3 clusters Score -3435718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -3435739.750000 Penalty: 3311.463135
	Iteration 33Q: 3 clusters Score -3435740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3435754.250000 Penalty: 3311.463135
	Iteration 34Q: 3 clusters Score -3435754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3435770.250000 Penalty: 3311.463135
	Iteration 35Q: 3 clusters Score -3435770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -3435778.000000 Penalty: 3311.463135
	Iteration 36Q: 3 clusters Score -3435778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3435785.750000 Penalty: 3311.463135
	Iteration 37Q: 3 clusters Score -3435786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3435802.750000 Penalty: 3311.463135
	Iteration 38Q: 3 clusters Score -3435803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3435820.500000 Penalty: 3311.463135
	Iteration 39Q: 3 clusters Score -3435820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3435832.750000 Penalty: 3311.463135
	Iteration 40F: 3 clusters Score -3435833 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3435832.750000 Penalty: 3311.463135
	Iteration 41Q: 3 clusters Score -3435833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3435841.500000 Penalty: 3311.463135
	Iteration 42Q: 3 clusters Score -3435842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3435849.250000 Penalty: 3311.463135
	Iteration 43Q: 3 clusters Score -3435849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -3435852.000000 Penalty: 3311.463135
	Iteration 44Q: 3 clusters Score -3435852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3435854.750000 Penalty: 3311.463135
	Iteration 45Q: 3 clusters Score -3435855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -3435858.500000 Penalty: 3311.463135
	Iteration 46Q: 3 clusters Score -3435858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3435857.250000 Penalty: 3311.463135
	Iteration 47Q: 3 clusters Score -3435857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -3435856.750000 Penalty: 3311.463135
	Iteration 48Q: 3 clusters Score -3435857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3435861.250000 Penalty: 3311.463135
	Iteration 49Q: 3 clusters Score -3435861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -3435859.750000 Penalty: 3311.463135
	Iteration 50Q: 3 clusters Score -3435860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3435859.750000 Penalty: 3311.463135
	Iteration 51Q: 3 clusters Score -3435860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3435861.500000 Penalty: 3311.463135
	Iteration 52Q: 3 clusters Score -3435862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3435861.000000 Penalty: 3311.463135
	Iteration 53Q: 3 clusters Score -3435861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3435863.250000 Penalty: 3311.463135
	Iteration 54Q: 3 clusters Score -3435863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -3435866.500000 Penalty: 3311.463135
	Iteration 55Q: 3 clusters Score -3435866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3435865.000000 Penalty: 3311.463135
	Iteration 56Q: 3 clusters Score -3435865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3435865.000000 Penalty: 3311.463135
	Iteration 57F: 3 clusters Score -3435865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -319809.093750 Penalty: 1265.786377
	Iteration 0F: 2 clusters Score -319809.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -317463.031250 Penalty: 2531.572754
	Iteration 0F: 3 clusters Score -317463 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -318010.750000 Penalty: 2531.572754
	Iteration 1F: 3 clusters Score -318010.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -318117.218750 Penalty: 2531.572754
	Iteration 2F: 3 clusters Score -318117.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -318174.406250 Penalty: 2531.572754
	Iteration 3Q: 3 clusters Score -318174.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -318214.718750 Penalty: 2531.572754
	Iteration 4Q: 3 clusters Score -318214.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -318247.406250 Penalty: 2531.572754
	Iteration 5Q: 3 clusters Score -318247.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -318265.218750 Penalty: 2531.572754
	Iteration 6Q: 3 clusters Score -318265.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -318273.125000 Penalty: 2531.572754
	Iteration 7Q: 3 clusters Score -318273.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -318276.968750 Penalty: 2531.572754
	Iteration 8Q: 3 clusters Score -318277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -318279.906250 Penalty: 2531.572754
	Iteration 9Q: 3 clusters Score -318279.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -318282.906250 Penalty: 2531.572754
	Iteration 10Q: 3 clusters Score -318282.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -318285.531250 Penalty: 2531.572754
	Iteration 11Q: 3 clusters Score -318285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -318287.406250 Penalty: 2531.572754
	Iteration 12Q: 3 clusters Score -318287.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -318288.875000 Penalty: 2531.572754
	Iteration 13Q: 3 clusters Score -318288.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -318291.625000 Penalty: 2531.572754
	Iteration 14Q: 3 clusters Score -318291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -318292.406250 Penalty: 2531.572754
	Iteration 15Q: 3 clusters Score -318292.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -318294.593750 Penalty: 2531.572754
	Iteration 16Q: 3 clusters Score -318294.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -318294.750000 Penalty: 2531.572754
	Iteration 17Q: 3 clusters Score -318294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -318295.531250 Penalty: 2531.572754
	Iteration 18Q: 3 clusters Score -318295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -318297.000000 Penalty: 2531.572754
	Iteration 19Q: 3 clusters Score -318297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -318297.937500 Penalty: 2531.572754
	Iteration 20F: 3 clusters Score -318297.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -318301.000000 Penalty: 2531.572754
	Iteration 21Q: 3 clusters Score -318301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -318301.625000 Penalty: 2531.572754
	Iteration 22Q: 3 clusters Score -318301.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -318303.031250 Penalty: 2531.572754
	Iteration 23Q: 3 clusters Score -318303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -318303.875000 Penalty: 2531.572754
	Iteration 24Q: 3 clusters Score -318303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -318304.406250 Penalty: 2531.572754
	Iteration 25Q: 3 clusters Score -318304.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -318303.937500 Penalty: 2531.572754
	Iteration 26Q: 3 clusters Score -318303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -318304.968750 Penalty: 2531.572754
	Iteration 27Q: 3 clusters Score -318305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -318305.375000 Penalty: 2531.572754
	Iteration 28Q: 3 clusters Score -318305.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -318305.500000 Penalty: 2531.572754
	Iteration 29Q: 3 clusters Score -318305.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -318305.500000 Penalty: 2531.572754
	Iteration 30F: 3 clusters Score -318305.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Entering Unmasked Estep 
Score: -1958566.250000 Penalty: 1565.903076
	Iteration 0F: 2 clusters Score -1958566 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 7634 members 
Entering Unmasked Estep 
Score: -1948075.875000 Penalty: 3131.806152
	Iteration 0F: 3 clusters Score -1948076 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1951695.250000 Penalty: 3131.806152
	Iteration 1F: 3 clusters Score -1951695 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1952040.875000 Penalty: 3131.806152
	Iteration 2F: 3 clusters Score -1952041 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1952367.000000 Penalty: 3131.806152
	Iteration 3Q: 3 clusters Score -1952367 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1952706.250000 Penalty: 3131.806152
	Iteration 4Q: 3 clusters Score -1952706 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1953029.750000 Penalty: 3131.806152
	Iteration 5Q: 3 clusters Score -1953030 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1953419.000000 Penalty: 3131.806152
	Iteration 6Q: 3 clusters Score -1953419 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1953910.500000 Penalty: 3131.806152
	Iteration 7F: 3 clusters Score -1953910 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1954444.500000 Penalty: 3131.806152
	Iteration 8F: 3 clusters Score -1954444 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1954906.625000 Penalty: 3131.806152
	Iteration 9Q: 3 clusters Score -1954907 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1955310.750000 Penalty: 3131.806152
	Iteration 10Q: 3 clusters Score -1955311 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1955609.875000 Penalty: 3131.806152
	Iteration 11Q: 3 clusters Score -1955610 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1955809.750000 Penalty: 3131.806152
	Iteration 12Q: 3 clusters Score -1955810 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1955967.125000 Penalty: 3131.806152
	Iteration 13Q: 3 clusters Score -1955967 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1956086.750000 Penalty: 3131.806152
	Iteration 14Q: 3 clusters Score -1956087 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1956180.750000 Penalty: 3131.806152
	Iteration 15Q: 3 clusters Score -1956181 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1956252.750000 Penalty: 3131.806152
	Iteration 16Q: 3 clusters Score -1956253 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1956318.125000 Penalty: 3131.806152
	Iteration 17Q: 3 clusters Score -1956318 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1956374.625000 Penalty: 3131.806152
	Iteration 18Q: 3 clusters Score -1956375 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1956424.375000 Penalty: 3131.806152
	Iteration 19Q: 3 clusters Score -1956424 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1956464.500000 Penalty: 3131.806152
	Iteration 20F: 3 clusters Score -1956464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1956488.750000 Penalty: 3131.806152
	Iteration 21Q: 3 clusters Score -1956489 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1956507.500000 Penalty: 3131.806152
	Iteration 22Q: 3 clusters Score -1956508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1956529.500000 Penalty: 3131.806152
	Iteration 23Q: 3 clusters Score -1956530 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1956559.875000 Penalty: 3131.806152
	Iteration 24Q: 3 clusters Score -1956560 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1956578.875000 Penalty: 3131.806152
	Iteration 25Q: 3 clusters Score -1956579 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1956598.000000 Penalty: 3131.806152
	Iteration 26Q: 3 clusters Score -1956598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1956614.250000 Penalty: 3131.806152
	Iteration 27Q: 3 clusters Score -1956614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1956628.750000 Penalty: 3131.806152
	Iteration 28Q: 3 clusters Score -1956629 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1956643.750000 Penalty: 3131.806152
	Iteration 29Q: 3 clusters Score -1956644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1956662.375000 Penalty: 3131.806152
	Iteration 30Q: 3 clusters Score -1956662 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1956679.250000 Penalty: 3131.806152
	Iteration 31Q: 3 clusters Score -1956679 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1956690.625000 Penalty: 3131.806152
	Iteration 32Q: 3 clusters Score -1956691 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1956711.375000 Penalty: 3131.806152
	Iteration 33Q: 3 clusters Score -1956711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1956720.125000 Penalty: 3131.806152
	Iteration 34Q: 3 clusters Score -1956720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1956748.000000 Penalty: 3131.806152
	Iteration 35Q: 3 clusters Score -1956748 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1956767.250000 Penalty: 3131.806152
	Iteration 36Q: 3 clusters Score -1956767 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1956783.375000 Penalty: 3131.806152
	Iteration 37Q: 3 clusters Score -1956783 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1956801.750000 Penalty: 3131.806152
	Iteration 38Q: 3 clusters Score -1956802 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1956813.750000 Penalty: 3131.806152
	Iteration 39Q: 3 clusters Score -1956814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1956834.125000 Penalty: 3131.806152
	Iteration 40F: 3 clusters Score -1956834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1956840.750000 Penalty: 3131.806152
	Iteration 41Q: 3 clusters Score -1956841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1956846.625000 Penalty: 3131.806152
	Iteration 42Q: 3 clusters Score -1956847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1956856.125000 Penalty: 3131.806152
	Iteration 43Q: 3 clusters Score -1956856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1956868.500000 Penalty: 3131.806152
	Iteration 44Q: 3 clusters Score -1956868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1956873.625000 Penalty: 3131.806152
	Iteration 45Q: 3 clusters Score -1956874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1956878.500000 Penalty: 3131.806152
	Iteration 46Q: 3 clusters Score -1956878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1956884.750000 Penalty: 3131.806152
	Iteration 47Q: 3 clusters Score -1956885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1956884.625000 Penalty: 3131.806152
	Iteration 48Q: 3 clusters Score -1956885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1956890.500000 Penalty: 3131.806152
	Iteration 49Q: 3 clusters Score -1956890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1956886.875000 Penalty: 3131.806152
	Iteration 50Q: 3 clusters Score -1956887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1956891.875000 Penalty: 3131.806152
	Iteration 51Q: 3 clusters Score -1956892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1956892.250000 Penalty: 3131.806152
	Iteration 52Q: 3 clusters Score -1956892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1956892.125000 Penalty: 3131.806152
	Iteration 53Q: 3 clusters Score -1956892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1956893.625000 Penalty: 3131.806152
	Iteration 54Q: 3 clusters Score -1956894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1956890.625000 Penalty: 3131.806152
	Iteration 55Q: 3 clusters Score -1956891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1956893.375000 Penalty: 3131.806152
	Iteration 56Q: 3 clusters Score -1956893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1956897.250000 Penalty: 3131.806152
	Iteration 57Q: 3 clusters Score -1956897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1956896.875000 Penalty: 3131.806152
	Iteration 58Q: 3 clusters Score -1956897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1956895.250000 Penalty: 3131.806152
	Iteration 59Q: 3 clusters Score -1956895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1956894.000000 Penalty: 3131.806152
	Iteration 60F: 3 clusters Score -1956894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1956895.375000 Penalty: 3131.806152
	Iteration 61Q: 3 clusters Score -1956895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1956894.875000 Penalty: 3131.806152
	Iteration 62Q: 3 clusters Score -1956895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1956894.625000 Penalty: 3131.806152
	Iteration 63Q: 3 clusters Score -1956895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1956897.125000 Penalty: 3131.806152
	Iteration 64Q: 3 clusters Score -1956897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1956898.250000 Penalty: 3131.806152
	Iteration 65Q: 3 clusters Score -1956898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1956895.375000 Penalty: 3131.806152
	Iteration 66Q: 3 clusters Score -1956895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1956892.875000 Penalty: 3131.806152
	Iteration 67Q: 3 clusters Score -1956893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1956897.000000 Penalty: 3131.806152
	Iteration 68Q: 3 clusters Score -1956897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1956898.250000 Penalty: 3131.806152
	Iteration 69Q: 3 clusters Score -1956898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1956904.750000 Penalty: 3131.806152
	Iteration 70Q: 3 clusters Score -1956905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1956904.875000 Penalty: 3131.806152
	Iteration 71Q: 3 clusters Score -1956905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1956911.625000 Penalty: 3131.806152
	Iteration 72Q: 3 clusters Score -1956912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1956913.625000 Penalty: 3131.806152
	Iteration 73Q: 3 clusters Score -1956914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1956917.625000 Penalty: 3131.806152
	Iteration 74Q: 3 clusters Score -1956918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1956925.250000 Penalty: 3131.806152
	Iteration 75Q: 3 clusters Score -1956925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1956936.500000 Penalty: 3131.806152
	Iteration 76Q: 3 clusters Score -1956936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1956944.375000 Penalty: 3131.806152
	Iteration 77Q: 3 clusters Score -1956944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1956953.000000 Penalty: 3131.806152
	Iteration 78Q: 3 clusters Score -1956953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1956962.875000 Penalty: 3131.806152
	Iteration 79Q: 3 clusters Score -1956963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1956974.250000 Penalty: 3131.806152
	Iteration 80F: 3 clusters Score -1956974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1956983.125000 Penalty: 3131.806152
	Iteration 81Q: 3 clusters Score -1956983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1956983.625000 Penalty: 3131.806152
	Iteration 82Q: 3 clusters Score -1956984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1956994.875000 Penalty: 3131.806152
	Iteration 83Q: 3 clusters Score -1956995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1957000.875000 Penalty: 3131.806152
	Iteration 84Q: 3 clusters Score -1957001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1957012.125000 Penalty: 3131.806152
	Iteration 85Q: 3 clusters Score -1957012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1957017.375000 Penalty: 3131.806152
	Iteration 86Q: 3 clusters Score -1957017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1957031.875000 Penalty: 3131.806152
	Iteration 87Q: 3 clusters Score -1957032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1957038.750000 Penalty: 3131.806152
	Iteration 88Q: 3 clusters Score -1957039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1957048.375000 Penalty: 3131.806152
	Iteration 89Q: 3 clusters Score -1957048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1957056.625000 Penalty: 3131.806152
	Iteration 90Q: 3 clusters Score -1957057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1957062.875000 Penalty: 3131.806152
	Iteration 91Q: 3 clusters Score -1957063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1957071.000000 Penalty: 3131.806152
	Iteration 92Q: 3 clusters Score -1957071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1957075.125000 Penalty: 3131.806152
	Iteration 93Q: 3 clusters Score -1957075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1957081.375000 Penalty: 3131.806152
	Iteration 94Q: 3 clusters Score -1957081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1957092.375000 Penalty: 3131.806152
	Iteration 95Q: 3 clusters Score -1957092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1957100.500000 Penalty: 3131.806152
	Iteration 96Q: 3 clusters Score -1957100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1957108.375000 Penalty: 3131.806152
	Iteration 97Q: 3 clusters Score -1957108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1957113.875000 Penalty: 3131.806152
	Iteration 98Q: 3 clusters Score -1957114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1957117.125000 Penalty: 3131.806152
	Iteration 99Q: 3 clusters Score -1957117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1957124.000000 Penalty: 3131.806152
	Iteration 100F: 3 clusters Score -1957124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1957129.750000 Penalty: 3131.806152
	Iteration 101Q: 3 clusters Score -1957130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1957135.375000 Penalty: 3131.806152
	Iteration 102Q: 3 clusters Score -1957135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1957140.750000 Penalty: 3131.806152
	Iteration 103Q: 3 clusters Score -1957141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1957148.750000 Penalty: 3131.806152
	Iteration 104Q: 3 clusters Score -1957149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1957161.250000 Penalty: 3131.806152
	Iteration 105Q: 3 clusters Score -1957161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1957171.875000 Penalty: 3131.806152
	Iteration 106Q: 3 clusters Score -1957172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1957179.875000 Penalty: 3131.806152
	Iteration 107Q: 3 clusters Score -1957180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1957187.875000 Penalty: 3131.806152
	Iteration 108Q: 3 clusters Score -1957188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1957195.625000 Penalty: 3131.806152
	Iteration 109Q: 3 clusters Score -1957196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1957199.000000 Penalty: 3131.806152
	Iteration 110Q: 3 clusters Score -1957199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1957205.625000 Penalty: 3131.806152
	Iteration 111Q: 3 clusters Score -1957206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1957208.625000 Penalty: 3131.806152
	Iteration 112Q: 3 clusters Score -1957209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1957219.000000 Penalty: 3131.806152
	Iteration 113Q: 3 clusters Score -1957219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1957218.500000 Penalty: 3131.806152
	Iteration 114Q: 3 clusters Score -1957218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1957225.625000 Penalty: 3131.806152
	Iteration 115Q: 3 clusters Score -1957226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1957226.000000 Penalty: 3131.806152
	Iteration 116Q: 3 clusters Score -1957226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1957225.750000 Penalty: 3131.806152
	Iteration 117Q: 3 clusters Score -1957226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1957225.875000 Penalty: 3131.806152
	Iteration 118Q: 3 clusters Score -1957226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1957228.500000 Penalty: 3131.806152
	Iteration 119Q: 3 clusters Score -1957228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1957228.500000 Penalty: 3131.806152
	Iteration 120F: 3 clusters Score -1957228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Entering Unmasked Estep 
Score: -847824.062500 Penalty: 1432.883179
	Iteration 0F: 2 clusters Score -847824.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -842753.625000 Penalty: 2865.766357
	Iteration 0F: 3 clusters Score -842753.6 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -844337.937500 Penalty: 2865.766357
	Iteration 1F: 3 clusters Score -844337.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -844610.250000 Penalty: 2865.766357
	Iteration 2F: 3 clusters Score -844610.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -844835.187500 Penalty: 2865.766357
	Iteration 3F: 3 clusters Score -844835.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -845065.312500 Penalty: 2865.766357
	Iteration 4F: 3 clusters Score -845065.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -845281.625000 Penalty: 2865.766357
	Iteration 5F: 3 clusters Score -845281.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -845464.812500 Penalty: 2865.766357
	Iteration 6Q: 3 clusters Score -845464.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -845627.937500 Penalty: 2865.766357
	Iteration 7Q: 3 clusters Score -845627.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -845750.625000 Penalty: 2865.766357
	Iteration 8Q: 3 clusters Score -845750.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -845858.500000 Penalty: 2865.766357
	Iteration 9Q: 3 clusters Score -845858.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -845960.625000 Penalty: 2865.766357
	Iteration 10Q: 3 clusters Score -845960.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -846028.875000 Penalty: 2865.766357
	Iteration 11Q: 3 clusters Score -846028.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -846076.187500 Penalty: 2865.766357
	Iteration 12Q: 3 clusters Score -846076.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -846111.875000 Penalty: 2865.766357
	Iteration 13Q: 3 clusters Score -846111.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -846133.062500 Penalty: 2865.766357
	Iteration 14Q: 3 clusters Score -846133.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -846146.812500 Penalty: 2865.766357
	Iteration 15Q: 3 clusters Score -846146.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -846159.625000 Penalty: 2865.766357
	Iteration 16Q: 3 clusters Score -846159.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -846167.875000 Penalty: 2865.766357
	Iteration 17Q: 3 clusters Score -846167.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -846179.187500 Penalty: 2865.766357
	Iteration 18Q: 3 clusters Score -846179.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -846186.187500 Penalty: 2865.766357
	Iteration 19Q: 3 clusters Score -846186.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -846196.500000 Penalty: 2865.766357
	Iteration 20F: 3 clusters Score -846196.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -846205.750000 Penalty: 2865.766357
	Iteration 21Q: 3 clusters Score -846205.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -846211.375000 Penalty: 2865.766357
	Iteration 22Q: 3 clusters Score -846211.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -846216.750000 Penalty: 2865.766357
	Iteration 23Q: 3 clusters Score -846216.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -846225.187500 Penalty: 2865.766357
	Iteration 24Q: 3 clusters Score -846225.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -846226.937500 Penalty: 2865.766357
	Iteration 25Q: 3 clusters Score -846226.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -846234.687500 Penalty: 2865.766357
	Iteration 26Q: 3 clusters Score -846234.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -846238.062500 Penalty: 2865.766357
	Iteration 27Q: 3 clusters Score -846238.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -846240.937500 Penalty: 2865.766357
	Iteration 28Q: 3 clusters Score -846240.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -846245.312500 Penalty: 2865.766357
	Iteration 29Q: 3 clusters Score -846245.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -846250.750000 Penalty: 2865.766357
	Iteration 30Q: 3 clusters Score -846250.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -846254.750000 Penalty: 2865.766357
	Iteration 31Q: 3 clusters Score -846254.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -846259.062500 Penalty: 2865.766357
	Iteration 32Q: 3 clusters Score -846259.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -846267.562500 Penalty: 2865.766357
	Iteration 33Q: 3 clusters Score -846267.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -846270.187500 Penalty: 2865.766357
	Iteration 34Q: 3 clusters Score -846270.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -846279.000000 Penalty: 2865.766357
	Iteration 35Q: 3 clusters Score -846279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -846286.000000 Penalty: 2865.766357
	Iteration 36Q: 3 clusters Score -846286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -846293.437500 Penalty: 2865.766357
	Iteration 37Q: 3 clusters Score -846293.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -846297.937500 Penalty: 2865.766357
	Iteration 38Q: 3 clusters Score -846297.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -846301.687500 Penalty: 2865.766357
	Iteration 39Q: 3 clusters Score -846301.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -846301.875000 Penalty: 2865.766357
	Iteration 40F: 3 clusters Score -846301.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -846303.875000 Penalty: 2865.766357
	Iteration 41Q: 3 clusters Score -846303.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -846305.625000 Penalty: 2865.766357
	Iteration 42Q: 3 clusters Score -846305.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -846307.812500 Penalty: 2865.766357
	Iteration 43Q: 3 clusters Score -846307.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -846307.687500 Penalty: 2865.766357
	Iteration 44Q: 3 clusters Score -846307.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -846311.750000 Penalty: 2865.766357
	Iteration 45Q: 3 clusters Score -846311.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -846312.500000 Penalty: 2865.766357
	Iteration 46Q: 3 clusters Score -846312.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -846313.062500 Penalty: 2865.766357
	Iteration 47Q: 3 clusters Score -846313.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -846314.375000 Penalty: 2865.766357
	Iteration 48Q: 3 clusters Score -846314.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -846314.250000 Penalty: 2865.766357
	Iteration 49Q: 3 clusters Score -846314.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -846315.812500 Penalty: 2865.766357
	Iteration 50Q: 3 clusters Score -846315.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -846315.812500 Penalty: 2865.766357
	Iteration 51F: 3 clusters Score -846315.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Entering Unmasked Estep 
Score: -2037353.000000 Penalty: 1583.251099
	Iteration 0F: 2 clusters Score -2037353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2025746.250000 Penalty: 3166.502197
	Iteration 0F: 3 clusters Score -2025746 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2030157.125000 Penalty: 3166.502197
	Iteration 1F: 3 clusters Score -2030157 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2030658.875000 Penalty: 3166.502197
	Iteration 2F: 3 clusters Score -2030659 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2031118.875000 Penalty: 3166.502197
	Iteration 3F: 3 clusters Score -2031119 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2031587.250000 Penalty: 3166.502197
	Iteration 4F: 3 clusters Score -2031587 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2032073.750000 Penalty: 3166.502197
	Iteration 5F: 3 clusters Score -2032074 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2032570.375000 Penalty: 3166.502197
	Iteration 6Q: 3 clusters Score -2032570 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2033098.750000 Penalty: 3166.502197
	Iteration 7Q: 3 clusters Score -2033099 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2033654.375000 Penalty: 3166.502197
	Iteration 8Q: 3 clusters Score -2033654 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2034222.625000 Penalty: 3166.502197
	Iteration 9Q: 3 clusters Score -2034223 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2034659.875000 Penalty: 3166.502197
	Iteration 10Q: 3 clusters Score -2034660 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2035002.125000 Penalty: 3166.502197
	Iteration 11Q: 3 clusters Score -2035002 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2035247.750000 Penalty: 3166.502197
	Iteration 12Q: 3 clusters Score -2035248 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2035409.500000 Penalty: 3166.502197
	Iteration 13Q: 3 clusters Score -2035410 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2035533.500000 Penalty: 3166.502197
	Iteration 14Q: 3 clusters Score -2035534 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2035645.125000 Penalty: 3166.502197
	Iteration 15Q: 3 clusters Score -2035645 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2035722.875000 Penalty: 3166.502197
	Iteration 16Q: 3 clusters Score -2035723 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2035793.500000 Penalty: 3166.502197
	Iteration 17Q: 3 clusters Score -2035794 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2035876.875000 Penalty: 3166.502197
	Iteration 18Q: 3 clusters Score -2035877 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2035952.250000 Penalty: 3166.502197
	Iteration 19Q: 3 clusters Score -2035952 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2036004.000000 Penalty: 3166.502197
	Iteration 20F: 3 clusters Score -2036004 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2036066.500000 Penalty: 3166.502197
	Iteration 21Q: 3 clusters Score -2036066 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2036112.625000 Penalty: 3166.502197
	Iteration 22Q: 3 clusters Score -2036113 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2036146.500000 Penalty: 3166.502197
	Iteration 23Q: 3 clusters Score -2036146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2036162.125000 Penalty: 3166.502197
	Iteration 24Q: 3 clusters Score -2036162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2036181.000000 Penalty: 3166.502197
	Iteration 25Q: 3 clusters Score -2036181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2036203.125000 Penalty: 3166.502197
	Iteration 26Q: 3 clusters Score -2036203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2036208.125000 Penalty: 3166.502197
	Iteration 27Q: 3 clusters Score -2036208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2036216.625000 Penalty: 3166.502197
	Iteration 28Q: 3 clusters Score -2036217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2036221.625000 Penalty: 3166.502197
	Iteration 29Q: 3 clusters Score -2036222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2036225.000000 Penalty: 3166.502197
	Iteration 30Q: 3 clusters Score -2036225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2036233.750000 Penalty: 3166.502197
	Iteration 31Q: 3 clusters Score -2036234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2036241.750000 Penalty: 3166.502197
	Iteration 32Q: 3 clusters Score -2036242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2036246.500000 Penalty: 3166.502197
	Iteration 33Q: 3 clusters Score -2036246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2036250.125000 Penalty: 3166.502197
	Iteration 34Q: 3 clusters Score -2036250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2036252.250000 Penalty: 3166.502197
	Iteration 35Q: 3 clusters Score -2036252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2036254.500000 Penalty: 3166.502197
	Iteration 36Q: 3 clusters Score -2036254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2036250.375000 Penalty: 3166.502197
	Iteration 37Q: 3 clusters Score -2036250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2036253.375000 Penalty: 3166.502197
	Iteration 38Q: 3 clusters Score -2036253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2036254.500000 Penalty: 3166.502197
	Iteration 39Q: 3 clusters Score -2036254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2036257.125000 Penalty: 3166.502197
	Iteration 40F: 3 clusters Score -2036257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2036256.000000 Penalty: 3166.502197
	Iteration 41Q: 3 clusters Score -2036256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2036256.000000 Penalty: 3166.502197
	Iteration 42F: 3 clusters Score -2036256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Entering Unmasked Estep 
Score: -1087730.500000 Penalty: 1486.573730
	Iteration 0F: 2 clusters Score -1087730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1080977.500000 Penalty: 2973.147461
	Iteration 0F: 3 clusters Score -1080978 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1083231.375000 Penalty: 2973.147461
	Iteration 1F: 3 clusters Score -1083231 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1083541.875000 Penalty: 2973.147461
	Iteration 2F: 3 clusters Score -1083542 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1083805.375000 Penalty: 2973.147461
	Iteration 3F: 3 clusters Score -1083805 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1084017.500000 Penalty: 2973.147461
	Iteration 4Q: 3 clusters Score -1084018 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1084242.375000 Penalty: 2973.147461
	Iteration 5Q: 3 clusters Score -1084242 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1084477.000000 Penalty: 2973.147461
	Iteration 6Q: 3 clusters Score -1084477 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1084776.375000 Penalty: 2973.147461
	Iteration 7Q: 3 clusters Score -1084776 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1085106.500000 Penalty: 2973.147461
	Iteration 8Q: 3 clusters Score -1085106 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1085432.375000 Penalty: 2973.147461
	Iteration 9Q: 3 clusters Score -1085432 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1085767.625000 Penalty: 2973.147461
	Iteration 10Q: 3 clusters Score -1085768 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1086037.750000 Penalty: 2973.147461
	Iteration 11Q: 3 clusters Score -1086038 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1086264.500000 Penalty: 2973.147461
	Iteration 12Q: 3 clusters Score -1086264 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1086448.250000 Penalty: 2973.147461
	Iteration 13Q: 3 clusters Score -1086448 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1086581.500000 Penalty: 2973.147461
	Iteration 14Q: 3 clusters Score -1086582 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1086665.625000 Penalty: 2973.147461
	Iteration 15Q: 3 clusters Score -1086666 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1086734.250000 Penalty: 2973.147461
	Iteration 16Q: 3 clusters Score -1086734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1086774.375000 Penalty: 2973.147461
	Iteration 17Q: 3 clusters Score -1086774 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1086806.500000 Penalty: 2973.147461
	Iteration 18Q: 3 clusters Score -1086806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1086829.625000 Penalty: 2973.147461
	Iteration 19Q: 3 clusters Score -1086830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1086850.750000 Penalty: 2973.147461
	Iteration 20F: 3 clusters Score -1086851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1086855.875000 Penalty: 2973.147461
	Iteration 21Q: 3 clusters Score -1086856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1086862.750000 Penalty: 2973.147461
	Iteration 22Q: 3 clusters Score -1086863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1086871.000000 Penalty: 2973.147461
	Iteration 23Q: 3 clusters Score -1086871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1086873.500000 Penalty: 2973.147461
	Iteration 24Q: 3 clusters Score -1086874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1086877.125000 Penalty: 2973.147461
	Iteration 25Q: 3 clusters Score -1086877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1086877.000000 Penalty: 2973.147461
	Iteration 26Q: 3 clusters Score -1086877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1086880.250000 Penalty: 2973.147461
	Iteration 27Q: 3 clusters Score -1086880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1086881.375000 Penalty: 2973.147461
	Iteration 28Q: 3 clusters Score -1086881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1086881.250000 Penalty: 2973.147461
	Iteration 29Q: 3 clusters Score -1086881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1086885.125000 Penalty: 2973.147461
	Iteration 30Q: 3 clusters Score -1086885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1086880.875000 Penalty: 2973.147461
	Iteration 31Q: 3 clusters Score -1086881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1086883.500000 Penalty: 2973.147461
	Iteration 32Q: 3 clusters Score -1086884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1086883.625000 Penalty: 2973.147461
	Iteration 33Q: 3 clusters Score -1086884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1086883.625000 Penalty: 2973.147461
	Iteration 34F: 3 clusters Score -1086884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -674386.187500 Penalty: 1394.124634
	Iteration 0F: 2 clusters Score -674386.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -670226.375000 Penalty: 2788.249268
	Iteration 0F: 3 clusters Score -670226.4 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -671528.000000 Penalty: 2788.249268
	Iteration 1F: 3 clusters Score -671528 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -671852.375000 Penalty: 2788.249268
	Iteration 2F: 3 clusters Score -671852.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -672074.000000 Penalty: 2788.249268
	Iteration 3F: 3 clusters Score -672074 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -672225.000000 Penalty: 2788.249268
	Iteration 4Q: 3 clusters Score -672225 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -672346.750000 Penalty: 2788.249268
	Iteration 5Q: 3 clusters Score -672346.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -672441.562500 Penalty: 2788.249268
	Iteration 6Q: 3 clusters Score -672441.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -672495.375000 Penalty: 2788.249268
	Iteration 7Q: 3 clusters Score -672495.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -672531.500000 Penalty: 2788.249268
	Iteration 8Q: 3 clusters Score -672531.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -672568.187500 Penalty: 2788.249268
	Iteration 9Q: 3 clusters Score -672568.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -672611.312500 Penalty: 2788.249268
	Iteration 10Q: 3 clusters Score -672611.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -672649.937500 Penalty: 2788.249268
	Iteration 11Q: 3 clusters Score -672649.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -672690.750000 Penalty: 2788.249268
	Iteration 12Q: 3 clusters Score -672690.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -672756.125000 Penalty: 2788.249268
	Iteration 13Q: 3 clusters Score -672756.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -672831.312500 Penalty: 2788.249268
	Iteration 14Q: 3 clusters Score -672831.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -672905.125000 Penalty: 2788.249268
	Iteration 15Q: 3 clusters Score -672905.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -672986.500000 Penalty: 2788.249268
	Iteration 16Q: 3 clusters Score -672986.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -673077.312500 Penalty: 2788.249268
	Iteration 17Q: 3 clusters Score -673077.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -673169.187500 Penalty: 2788.249268
	Iteration 18Q: 3 clusters Score -673169.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -673252.625000 Penalty: 2788.249268
	Iteration 19Q: 3 clusters Score -673252.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -673320.812500 Penalty: 2788.249268
	Iteration 20F: 3 clusters Score -673320.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -673366.375000 Penalty: 2788.249268
	Iteration 21Q: 3 clusters Score -673366.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -673400.187500 Penalty: 2788.249268
	Iteration 22Q: 3 clusters Score -673400.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -673439.687500 Penalty: 2788.249268
	Iteration 23Q: 3 clusters Score -673439.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -673478.125000 Penalty: 2788.249268
	Iteration 24Q: 3 clusters Score -673478.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -673515.625000 Penalty: 2788.249268
	Iteration 25Q: 3 clusters Score -673515.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -673539.312500 Penalty: 2788.249268
	Iteration 26Q: 3 clusters Score -673539.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -673560.250000 Penalty: 2788.249268
	Iteration 27Q: 3 clusters Score -673560.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -673576.125000 Penalty: 2788.249268
	Iteration 28Q: 3 clusters Score -673576.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -673586.062500 Penalty: 2788.249268
	Iteration 29Q: 3 clusters Score -673586.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -673592.500000 Penalty: 2788.249268
	Iteration 30Q: 3 clusters Score -673592.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -673599.937500 Penalty: 2788.249268
	Iteration 31Q: 3 clusters Score -673599.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -673602.562500 Penalty: 2788.249268
	Iteration 32Q: 3 clusters Score -673602.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -673605.812500 Penalty: 2788.249268
	Iteration 33Q: 3 clusters Score -673605.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -673608.000000 Penalty: 2788.249268
	Iteration 34Q: 3 clusters Score -673608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -673611.375000 Penalty: 2788.249268
	Iteration 35Q: 3 clusters Score -673611.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -673614.000000 Penalty: 2788.249268
	Iteration 36Q: 3 clusters Score -673614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -673615.937500 Penalty: 2788.249268
	Iteration 37Q: 3 clusters Score -673615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -673617.000000 Penalty: 2788.249268
	Iteration 38Q: 3 clusters Score -673617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -673617.312500 Penalty: 2788.249268
	Iteration 39Q: 3 clusters Score -673617.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -673617.937500 Penalty: 2788.249268
	Iteration 40F: 3 clusters Score -673617.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -673621.437500 Penalty: 2788.249268
	Iteration 41Q: 3 clusters Score -673621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -673622.937500 Penalty: 2788.249268
	Iteration 42Q: 3 clusters Score -673622.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -673623.812500 Penalty: 2788.249268
	Iteration 43Q: 3 clusters Score -673623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -673626.375000 Penalty: 2788.249268
	Iteration 44Q: 3 clusters Score -673626.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -673626.562500 Penalty: 2788.249268
	Iteration 45Q: 3 clusters Score -673626.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -673626.625000 Penalty: 2788.249268
	Iteration 46Q: 3 clusters Score -673626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -673628.062500 Penalty: 2788.249268
	Iteration 47Q: 3 clusters Score -673628.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -673629.375000 Penalty: 2788.249268
	Iteration 48Q: 3 clusters Score -673629.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -673628.875000 Penalty: 2788.249268
	Iteration 49Q: 3 clusters Score -673628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -673630.000000 Penalty: 2788.249268
	Iteration 50Q: 3 clusters Score -673630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -673630.812500 Penalty: 2788.249268
	Iteration 51Q: 3 clusters Score -673630.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -673630.812500 Penalty: 2788.249268
	Iteration 52F: 3 clusters Score -673630.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Entering Unmasked Estep 
Score: -3497696.000000 Penalty: 1661.719971
	Iteration 0F: 2 clusters Score -3497696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3478973.000000 Penalty: 3323.439941
	Iteration 0F: 3 clusters Score -3478973 nChanged 12730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3486118.250000 Penalty: 3323.439941
	Iteration 1F: 3 clusters Score -3486118 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3486636.000000 Penalty: 3323.439941
	Iteration 2Q: 3 clusters Score -3486636 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3487166.750000 Penalty: 3323.439941
	Iteration 3Q: 3 clusters Score -3487167 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3487714.000000 Penalty: 3323.439941
	Iteration 4Q: 3 clusters Score -3487714 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3488208.250000 Penalty: 3323.439941
	Iteration 5Q: 3 clusters Score -3488208 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3488829.000000 Penalty: 3323.439941
	Iteration 6Q: 3 clusters Score -3488829 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3489673.000000 Penalty: 3323.439941
	Iteration 7F: 3 clusters Score -3489673 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -3490716.250000 Penalty: 3323.439941
	Iteration 8F: 3 clusters Score -3490716 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3491935.000000 Penalty: 3323.439941
	Iteration 9F: 3 clusters Score -3491935 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3493134.000000 Penalty: 3323.439941
	Iteration 10F: 3 clusters Score -3493134 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3494126.500000 Penalty: 3323.439941
	Iteration 11Q: 3 clusters Score -3494126 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3494837.000000 Penalty: 3323.439941
	Iteration 12Q: 3 clusters Score -3494837 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3495368.000000 Penalty: 3323.439941
	Iteration 13Q: 3 clusters Score -3495368 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3495731.000000 Penalty: 3323.439941
	Iteration 14Q: 3 clusters Score -3495731 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3496005.250000 Penalty: 3323.439941
	Iteration 15Q: 3 clusters Score -3496005 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3496216.000000 Penalty: 3323.439941
	Iteration 16Q: 3 clusters Score -3496216 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3496343.250000 Penalty: 3323.439941
	Iteration 17Q: 3 clusters Score -3496343 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3496436.750000 Penalty: 3323.439941
	Iteration 18Q: 3 clusters Score -3496437 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3496519.250000 Penalty: 3323.439941
	Iteration 19Q: 3 clusters Score -3496519 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3496568.500000 Penalty: 3323.439941
	Iteration 20F: 3 clusters Score -3496568 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3496604.500000 Penalty: 3323.439941
	Iteration 21Q: 3 clusters Score -3496604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -3496639.250000 Penalty: 3323.439941
	Iteration 22Q: 3 clusters Score -3496639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -3496653.000000 Penalty: 3323.439941
	Iteration 23Q: 3 clusters Score -3496653 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -3496687.250000 Penalty: 3323.439941
	Iteration 24Q: 3 clusters Score -3496687 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -3496699.750000 Penalty: 3323.439941
	Iteration 25Q: 3 clusters Score -3496700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3496703.750000 Penalty: 3323.439941
	Iteration 26Q: 3 clusters Score -3496704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3496714.000000 Penalty: 3323.439941
	Iteration 27Q: 3 clusters Score -3496714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3496714.250000 Penalty: 3323.439941
	Iteration 28Q: 3 clusters Score -3496714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3496712.000000 Penalty: 3323.439941
	Iteration 29Q: 3 clusters Score -3496712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -3496714.750000 Penalty: 3323.439941
	Iteration 30Q: 3 clusters Score -3496715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3496717.500000 Penalty: 3323.439941
	Iteration 31Q: 3 clusters Score -3496718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -3496718.500000 Penalty: 3323.439941
	Iteration 32Q: 3 clusters Score -3496718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3496717.000000 Penalty: 3323.439941
	Iteration 33Q: 3 clusters Score -3496717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -3496720.000000 Penalty: 3323.439941
	Iteration 34Q: 3 clusters Score -3496720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -3496718.750000 Penalty: 3323.439941
	Iteration 35Q: 3 clusters Score -3496719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -3496721.250000 Penalty: 3323.439941
	Iteration 36Q: 3 clusters Score -3496721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -3496718.500000 Penalty: 3323.439941
	Iteration 37Q: 3 clusters Score -3496718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3496719.500000 Penalty: 3323.439941
	Iteration 38Q: 3 clusters Score -3496720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3496721.250000 Penalty: 3323.439941
	Iteration 39Q: 3 clusters Score -3496721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -3496722.500000 Penalty: 3323.439941
	Iteration 40F: 3 clusters Score -3496722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (84704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84704 members 
Entering Unmasked Estep 
Score: -10786590.000000 Penalty: 1843.874146
	Iteration 0F: 2 clusters Score -1.078659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -10730565.000000 Penalty: 3687.748291
	Iteration 0F: 3 clusters Score -1.073056e+07 nChanged 40365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -10753934.000000 Penalty: 3687.748291
	Iteration 1F: 3 clusters Score -1.075393e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -10754711.000000 Penalty: 3687.748291
	Iteration 2Q: 3 clusters Score -1.075471e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -10755629.000000 Penalty: 3687.748291
	Iteration 3Q: 3 clusters Score -1.075563e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -10757292.000000 Penalty: 3687.748291
	Iteration 4Q: 3 clusters Score -1.075729e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -10759464.000000 Penalty: 3687.748291
	Iteration 5Q: 3 clusters Score -1.075946e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -10762611.000000 Penalty: 3687.748291
	Iteration 6F: 3 clusters Score -1.076261e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -10766459.000000 Penalty: 3687.748291
	Iteration 7F: 3 clusters Score -1.076646e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -10770369.000000 Penalty: 3687.748291
	Iteration 8F: 3 clusters Score -1.077037e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -10773622.000000 Penalty: 3687.748291
	Iteration 9F: 3 clusters Score -1.077362e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64192 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -10775977.000000 Penalty: 3687.748291
	Iteration 10Q: 3 clusters Score -1.077598e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66035 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -10777417.000000 Penalty: 3687.748291
	Iteration 11Q: 3 clusters Score -1.077742e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -10778669.000000 Penalty: 3687.748291
	Iteration 12Q: 3 clusters Score -1.077867e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69117 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -10779602.000000 Penalty: 3687.748291
	Iteration 13Q: 3 clusters Score -1.07796e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -10780393.000000 Penalty: 3687.748291
	Iteration 14Q: 3 clusters Score -1.078039e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71796 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -10781081.000000 Penalty: 3687.748291
	Iteration 15Q: 3 clusters Score -1.078108e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -10781659.000000 Penalty: 3687.748291
	Iteration 16Q: 3 clusters Score -1.078166e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74222 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -10782118.000000 Penalty: 3687.748291
	Iteration 17Q: 3 clusters Score -1.078212e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75340 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -10782564.000000 Penalty: 3687.748291
	Iteration 18Q: 3 clusters Score -1.078256e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -10782902.000000 Penalty: 3687.748291
	Iteration 19Q: 3 clusters Score -1.07829e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77289 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -10783288.000000 Penalty: 3687.748291
	Iteration 20F: 3 clusters Score -1.078329e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78163 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -10783649.000000 Penalty: 3687.748291
	Iteration 21Q: 3 clusters Score -1.078365e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -10783891.000000 Penalty: 3687.748291
	Iteration 22Q: 3 clusters Score -1.078389e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -10784111.000000 Penalty: 3687.748291
	Iteration 23Q: 3 clusters Score -1.078411e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80068 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -10784333.000000 Penalty: 3687.748291
	Iteration 24Q: 3 clusters Score -1.078433e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -10784474.000000 Penalty: 3687.748291
	Iteration 25Q: 3 clusters Score -1.078447e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -10784615.000000 Penalty: 3687.748291
	Iteration 26Q: 3 clusters Score -1.078462e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -10784734.000000 Penalty: 3687.748291
	Iteration 27Q: 3 clusters Score -1.078473e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -10784837.000000 Penalty: 3687.748291
	Iteration 28Q: 3 clusters Score -1.078484e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81775 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -10784946.000000 Penalty: 3687.748291
	Iteration 29Q: 3 clusters Score -1.078495e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81938 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -10785022.000000 Penalty: 3687.748291
	Iteration 30Q: 3 clusters Score -1.078502e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82080 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -10785075.000000 Penalty: 3687.748291
	Iteration 31Q: 3 clusters Score -1.078508e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -10785093.000000 Penalty: 3687.748291
	Iteration 32Q: 3 clusters Score -1.078509e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -10785130.000000 Penalty: 3687.748291
	Iteration 33Q: 3 clusters Score -1.078513e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -10785161.000000 Penalty: 3687.748291
	Iteration 34Q: 3 clusters Score -1.078516e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82425 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -10785179.000000 Penalty: 3687.748291
	Iteration 35Q: 3 clusters Score -1.078518e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -10785185.000000 Penalty: 3687.748291
	Iteration 36Q: 3 clusters Score -1.078518e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82554 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -10785211.000000 Penalty: 3687.748291
	Iteration 37Q: 3 clusters Score -1.078521e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -10785228.000000 Penalty: 3687.748291
	Iteration 38Q: 3 clusters Score -1.078523e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82627 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -10785223.000000 Penalty: 3687.748291
	Iteration 39Q: 3 clusters Score -1.078522e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82649 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -10785222.000000 Penalty: 3687.748291
	Iteration 40F: 3 clusters Score -1.078522e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -10785225.000000 Penalty: 3687.748291
	Iteration 41Q: 3 clusters Score -1.078522e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82698 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -10785251.000000 Penalty: 3687.748291
	Iteration 42Q: 3 clusters Score -1.078525e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82725 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -10785270.000000 Penalty: 3687.748291
	Iteration 43Q: 3 clusters Score -1.078527e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82758 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -10785258.000000 Penalty: 3687.748291
	Iteration 44Q: 3 clusters Score -1.078526e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82783 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -10785273.000000 Penalty: 3687.748291
	Iteration 45Q: 3 clusters Score -1.078527e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -10785279.000000 Penalty: 3687.748291
	Iteration 46Q: 3 clusters Score -1.078528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82823 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -10785268.000000 Penalty: 3687.748291
	Iteration 47Q: 3 clusters Score -1.078527e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -10785268.000000 Penalty: 3687.748291
	Iteration 48Q: 3 clusters Score -1.078527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82854 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -10785282.000000 Penalty: 3687.748291
	Iteration 49Q: 3 clusters Score -1.078528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82868 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -10785289.000000 Penalty: 3687.748291
	Iteration 50Q: 3 clusters Score -1.078529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -10785297.000000 Penalty: 3687.748291
	Iteration 51Q: 3 clusters Score -1.07853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82881 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -10785298.000000 Penalty: 3687.748291
	Iteration 52Q: 3 clusters Score -1.07853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -10785289.000000 Penalty: 3687.748291
	Iteration 53Q: 3 clusters Score -1.078529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -10785288.000000 Penalty: 3687.748291
	Iteration 54Q: 3 clusters Score -1.078529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -10785287.000000 Penalty: 3687.748291
	Iteration 55Q: 3 clusters Score -1.078529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -10785289.000000 Penalty: 3687.748291
	Iteration 56Q: 3 clusters Score -1.078529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -10785289.000000 Penalty: 3687.748291
	Iteration 57F: 3 clusters Score -1.078529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Entering Unmasked Estep 
Score: -888953.625000 Penalty: 1439.484985
	Iteration 0F: 2 clusters Score -888953.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -883738.750000 Penalty: 2878.969971
	Iteration 0F: 3 clusters Score -883738.8 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -885343.500000 Penalty: 2878.969971
	Iteration 1F: 3 clusters Score -885343.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -885573.375000 Penalty: 2878.969971
	Iteration 2F: 3 clusters Score -885573.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -885835.187500 Penalty: 2878.969971
	Iteration 3F: 3 clusters Score -885835.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -886148.000000 Penalty: 2878.969971
	Iteration 4F: 3 clusters Score -886148 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -886518.437500 Penalty: 2878.969971
	Iteration 5F: 3 clusters Score -886518.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -886963.687500 Penalty: 2878.969971
	Iteration 6F: 3 clusters Score -886963.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -887425.187500 Penalty: 2878.969971
	Iteration 7F: 3 clusters Score -887425.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -887767.375000 Penalty: 2878.969971
	Iteration 8F: 3 clusters Score -887767.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -888000.312500 Penalty: 2878.969971
	Iteration 9Q: 3 clusters Score -888000.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -888171.875000 Penalty: 2878.969971
	Iteration 10Q: 3 clusters Score -888171.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -888280.500000 Penalty: 2878.969971
	Iteration 11Q: 3 clusters Score -888280.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -888350.062500 Penalty: 2878.969971
	Iteration 12Q: 3 clusters Score -888350.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -888393.312500 Penalty: 2878.969971
	Iteration 13Q: 3 clusters Score -888393.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -888432.500000 Penalty: 2878.969971
	Iteration 14Q: 3 clusters Score -888432.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -888454.437500 Penalty: 2878.969971
	Iteration 15Q: 3 clusters Score -888454.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -888468.250000 Penalty: 2878.969971
	Iteration 16Q: 3 clusters Score -888468.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -888473.250000 Penalty: 2878.969971
	Iteration 17Q: 3 clusters Score -888473.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -888477.812500 Penalty: 2878.969971
	Iteration 18Q: 3 clusters Score -888477.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -888485.125000 Penalty: 2878.969971
	Iteration 19Q: 3 clusters Score -888485.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -888488.000000 Penalty: 2878.969971
	Iteration 20F: 3 clusters Score -888488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -888491.687500 Penalty: 2878.969971
	Iteration 21Q: 3 clusters Score -888491.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -888498.062500 Penalty: 2878.969971
	Iteration 22Q: 3 clusters Score -888498.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -888502.000000 Penalty: 2878.969971
	Iteration 23Q: 3 clusters Score -888502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -888506.375000 Penalty: 2878.969971
	Iteration 24Q: 3 clusters Score -888506.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -888508.312500 Penalty: 2878.969971
	Iteration 25Q: 3 clusters Score -888508.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -888512.000000 Penalty: 2878.969971
	Iteration 26Q: 3 clusters Score -888512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -888513.437500 Penalty: 2878.969971
	Iteration 27Q: 3 clusters Score -888513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -888513.562500 Penalty: 2878.969971
	Iteration 28Q: 3 clusters Score -888513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -888514.437500 Penalty: 2878.969971
	Iteration 29Q: 3 clusters Score -888514.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -888514.437500 Penalty: 2878.969971
	Iteration 30F: 3 clusters Score -888514.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Entering Unmasked Estep 
Score: -1382191.750000 Penalty: 1518.342651
	Iteration 0F: 2 clusters Score -1382192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1374126.750000 Penalty: 3036.685303
	Iteration 0F: 3 clusters Score -1374127 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1376923.375000 Penalty: 3036.685303
	Iteration 1F: 3 clusters Score -1376923 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1377299.625000 Penalty: 3036.685303
	Iteration 2F: 3 clusters Score -1377300 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1377680.500000 Penalty: 3036.685303
	Iteration 3F: 3 clusters Score -1377680 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1378137.375000 Penalty: 3036.685303
	Iteration 4F: 3 clusters Score -1378137 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1378631.250000 Penalty: 3036.685303
	Iteration 5F: 3 clusters Score -1378631 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1379165.125000 Penalty: 3036.685303
	Iteration 6F: 3 clusters Score -1379165 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1379768.000000 Penalty: 3036.685303
	Iteration 7F: 3 clusters Score -1379768 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1380339.625000 Penalty: 3036.685303
	Iteration 8F: 3 clusters Score -1380340 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1380795.625000 Penalty: 3036.685303
	Iteration 9F: 3 clusters Score -1380796 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1381110.375000 Penalty: 3036.685303
	Iteration 10Q: 3 clusters Score -1381110 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1381319.625000 Penalty: 3036.685303
	Iteration 11Q: 3 clusters Score -1381320 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1381467.625000 Penalty: 3036.685303
	Iteration 12Q: 3 clusters Score -1381468 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1381574.625000 Penalty: 3036.685303
	Iteration 13Q: 3 clusters Score -1381575 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1381652.875000 Penalty: 3036.685303
	Iteration 14Q: 3 clusters Score -1381653 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1381708.625000 Penalty: 3036.685303
	Iteration 15Q: 3 clusters Score -1381709 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1381748.125000 Penalty: 3036.685303
	Iteration 16Q: 3 clusters Score -1381748 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1381779.250000 Penalty: 3036.685303
	Iteration 17Q: 3 clusters Score -1381779 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1381796.875000 Penalty: 3036.685303
	Iteration 18Q: 3 clusters Score -1381797 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1381815.375000 Penalty: 3036.685303
	Iteration 19Q: 3 clusters Score -1381815 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1381822.250000 Penalty: 3036.685303
	Iteration 20F: 3 clusters Score -1381822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1381833.875000 Penalty: 3036.685303
	Iteration 21Q: 3 clusters Score -1381834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1381844.000000 Penalty: 3036.685303
	Iteration 22Q: 3 clusters Score -1381844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1381851.875000 Penalty: 3036.685303
	Iteration 23Q: 3 clusters Score -1381852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1381865.250000 Penalty: 3036.685303
	Iteration 24Q: 3 clusters Score -1381865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1381872.125000 Penalty: 3036.685303
	Iteration 25Q: 3 clusters Score -1381872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1381882.250000 Penalty: 3036.685303
	Iteration 26Q: 3 clusters Score -1381882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1381895.500000 Penalty: 3036.685303
	Iteration 27Q: 3 clusters Score -1381896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1381907.500000 Penalty: 3036.685303
	Iteration 28Q: 3 clusters Score -1381908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1381905.125000 Penalty: 3036.685303
	Iteration 29Q: 3 clusters Score -1381905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1381911.500000 Penalty: 3036.685303
	Iteration 30Q: 3 clusters Score -1381912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1381916.000000 Penalty: 3036.685303
	Iteration 31Q: 3 clusters Score -1381916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1381922.625000 Penalty: 3036.685303
	Iteration 32Q: 3 clusters Score -1381923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1381931.375000 Penalty: 3036.685303
	Iteration 33Q: 3 clusters Score -1381931 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1381935.375000 Penalty: 3036.685303
	Iteration 34Q: 3 clusters Score -1381935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1381933.375000 Penalty: 3036.685303
	Iteration 35Q: 3 clusters Score -1381933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1381940.750000 Penalty: 3036.685303
	Iteration 36Q: 3 clusters Score -1381941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1381944.500000 Penalty: 3036.685303
	Iteration 37Q: 3 clusters Score -1381944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1381951.500000 Penalty: 3036.685303
	Iteration 38Q: 3 clusters Score -1381952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1381950.625000 Penalty: 3036.685303
	Iteration 39Q: 3 clusters Score -1381951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1381955.625000 Penalty: 3036.685303
	Iteration 40F: 3 clusters Score -1381956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1381951.500000 Penalty: 3036.685303
	Iteration 41Q: 3 clusters Score -1381952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1381956.000000 Penalty: 3036.685303
	Iteration 42Q: 3 clusters Score -1381956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1381957.625000 Penalty: 3036.685303
	Iteration 43Q: 3 clusters Score -1381958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1381956.125000 Penalty: 3036.685303
	Iteration 44Q: 3 clusters Score -1381956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1381961.250000 Penalty: 3036.685303
	Iteration 45Q: 3 clusters Score -1381961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1381959.375000 Penalty: 3036.685303
	Iteration 46Q: 3 clusters Score -1381959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1381960.125000 Penalty: 3036.685303
	Iteration 47Q: 3 clusters Score -1381960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1381958.875000 Penalty: 3036.685303
	Iteration 48Q: 3 clusters Score -1381959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1381958.875000 Penalty: 3036.685303
	Iteration 49F: 3 clusters Score -1381959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Entering Unmasked Estep 
Score: -474091.718750 Penalty: 1350.522339
	Iteration 0F: 2 clusters Score -474091.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -470684.906250 Penalty: 2701.044678
	Iteration 0F: 3 clusters Score -470684.9 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -471579.031250 Penalty: 2701.044678
	Iteration 1F: 3 clusters Score -471579 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -471761.218750 Penalty: 2701.044678
	Iteration 2F: 3 clusters Score -471761.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -471929.156250 Penalty: 2701.044678
	Iteration 3F: 3 clusters Score -471929.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -472059.843750 Penalty: 2701.044678
	Iteration 4F: 3 clusters Score -472059.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -472159.781250 Penalty: 2701.044678
	Iteration 5Q: 3 clusters Score -472159.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -472247.062500 Penalty: 2701.044678
	Iteration 6Q: 3 clusters Score -472247.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -472331.500000 Penalty: 2701.044678
	Iteration 7Q: 3 clusters Score -472331.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -472418.281250 Penalty: 2701.044678
	Iteration 8Q: 3 clusters Score -472418.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -472493.718750 Penalty: 2701.044678
	Iteration 9Q: 3 clusters Score -472493.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -472553.906250 Penalty: 2701.044678
	Iteration 10Q: 3 clusters Score -472553.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -472608.156250 Penalty: 2701.044678
	Iteration 11Q: 3 clusters Score -472608.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -472666.250000 Penalty: 2701.044678
	Iteration 12Q: 3 clusters Score -472666.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -472725.531250 Penalty: 2701.044678
	Iteration 13Q: 3 clusters Score -472725.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -472772.593750 Penalty: 2701.044678
	Iteration 14Q: 3 clusters Score -472772.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -472810.593750 Penalty: 2701.044678
	Iteration 15Q: 3 clusters Score -472810.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -472860.937500 Penalty: 2701.044678
	Iteration 16Q: 3 clusters Score -472860.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -472891.687500 Penalty: 2701.044678
	Iteration 17Q: 3 clusters Score -472891.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -472917.875000 Penalty: 2701.044678
	Iteration 18Q: 3 clusters Score -472917.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -472938.906250 Penalty: 2701.044678
	Iteration 19Q: 3 clusters Score -472938.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -472956.843750 Penalty: 2701.044678
	Iteration 20F: 3 clusters Score -472956.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -472976.281250 Penalty: 2701.044678
	Iteration 21Q: 3 clusters Score -472976.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -472992.125000 Penalty: 2701.044678
	Iteration 22Q: 3 clusters Score -472992.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -472996.531250 Penalty: 2701.044678
	Iteration 23Q: 3 clusters Score -472996.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -473003.937500 Penalty: 2701.044678
	Iteration 24Q: 3 clusters Score -473003.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -473010.406250 Penalty: 2701.044678
	Iteration 25Q: 3 clusters Score -473010.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -473015.093750 Penalty: 2701.044678
	Iteration 26Q: 3 clusters Score -473015.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -473019.281250 Penalty: 2701.044678
	Iteration 27Q: 3 clusters Score -473019.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -473023.750000 Penalty: 2701.044678
	Iteration 28Q: 3 clusters Score -473023.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -473029.656250 Penalty: 2701.044678
	Iteration 29Q: 3 clusters Score -473029.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -473034.031250 Penalty: 2701.044678
	Iteration 30Q: 3 clusters Score -473034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -473039.593750 Penalty: 2701.044678
	Iteration 31Q: 3 clusters Score -473039.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -473043.750000 Penalty: 2701.044678
	Iteration 32Q: 3 clusters Score -473043.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -473048.781250 Penalty: 2701.044678
	Iteration 33Q: 3 clusters Score -473048.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -473051.875000 Penalty: 2701.044678
	Iteration 34Q: 3 clusters Score -473051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -473054.718750 Penalty: 2701.044678
	Iteration 35Q: 3 clusters Score -473054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -473055.625000 Penalty: 2701.044678
	Iteration 36Q: 3 clusters Score -473055.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -473055.343750 Penalty: 2701.044678
	Iteration 37Q: 3 clusters Score -473055.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -473057.593750 Penalty: 2701.044678
	Iteration 38Q: 3 clusters Score -473057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -473057.781250 Penalty: 2701.044678
	Iteration 39Q: 3 clusters Score -473057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -473059.125000 Penalty: 2701.044678
	Iteration 40F: 3 clusters Score -473059.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -473061.406250 Penalty: 2701.044678
	Iteration 41Q: 3 clusters Score -473061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -473061.875000 Penalty: 2701.044678
	Iteration 42Q: 3 clusters Score -473061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -473063.562500 Penalty: 2701.044678
	Iteration 43Q: 3 clusters Score -473063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -473064.906250 Penalty: 2701.044678
	Iteration 44Q: 3 clusters Score -473064.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -473064.906250 Penalty: 2701.044678
	Iteration 45F: 3 clusters Score -473064.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Entering Unmasked Estep 
Score: -1479276.875000 Penalty: 1523.714111
	Iteration 0F: 2 clusters Score -1479277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1471002.000000 Penalty: 3047.428223
	Iteration 0F: 3 clusters Score -1471002 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1473638.875000 Penalty: 3047.428223
	Iteration 1F: 3 clusters Score -1473639 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1473914.750000 Penalty: 3047.428223
	Iteration 2F: 3 clusters Score -1473915 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1474132.625000 Penalty: 3047.428223
	Iteration 3Q: 3 clusters Score -1474133 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1474331.250000 Penalty: 3047.428223
	Iteration 4Q: 3 clusters Score -1474331 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1474518.625000 Penalty: 3047.428223
	Iteration 5Q: 3 clusters Score -1474519 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1474704.125000 Penalty: 3047.428223
	Iteration 6Q: 3 clusters Score -1474704 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1474915.375000 Penalty: 3047.428223
	Iteration 7Q: 3 clusters Score -1474915 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1475171.000000 Penalty: 3047.428223
	Iteration 8Q: 3 clusters Score -1475171 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1475481.375000 Penalty: 3047.428223
	Iteration 9Q: 3 clusters Score -1475481 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1475824.750000 Penalty: 3047.428223
	Iteration 10Q: 3 clusters Score -1475825 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1476246.750000 Penalty: 3047.428223
	Iteration 11Q: 3 clusters Score -1476247 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1476606.250000 Penalty: 3047.428223
	Iteration 12Q: 3 clusters Score -1476606 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1476864.875000 Penalty: 3047.428223
	Iteration 13Q: 3 clusters Score -1476865 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1477009.625000 Penalty: 3047.428223
	Iteration 14Q: 3 clusters Score -1477010 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1477103.750000 Penalty: 3047.428223
	Iteration 15Q: 3 clusters Score -1477104 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1477169.250000 Penalty: 3047.428223
	Iteration 16Q: 3 clusters Score -1477169 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1477213.500000 Penalty: 3047.428223
	Iteration 17Q: 3 clusters Score -1477214 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1477262.250000 Penalty: 3047.428223
	Iteration 18Q: 3 clusters Score -1477262 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1477316.250000 Penalty: 3047.428223
	Iteration 19Q: 3 clusters Score -1477316 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1477358.500000 Penalty: 3047.428223
	Iteration 20F: 3 clusters Score -1477358 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1477398.875000 Penalty: 3047.428223
	Iteration 21Q: 3 clusters Score -1477399 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1477427.125000 Penalty: 3047.428223
	Iteration 22Q: 3 clusters Score -1477427 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1477446.000000 Penalty: 3047.428223
	Iteration 23Q: 3 clusters Score -1477446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1477457.875000 Penalty: 3047.428223
	Iteration 24Q: 3 clusters Score -1477458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1477473.000000 Penalty: 3047.428223
	Iteration 25Q: 3 clusters Score -1477473 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1477485.875000 Penalty: 3047.428223
	Iteration 26Q: 3 clusters Score -1477486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1477494.625000 Penalty: 3047.428223
	Iteration 27Q: 3 clusters Score -1477495 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1477511.375000 Penalty: 3047.428223
	Iteration 28Q: 3 clusters Score -1477511 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1477524.875000 Penalty: 3047.428223
	Iteration 29Q: 3 clusters Score -1477525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1477531.875000 Penalty: 3047.428223
	Iteration 30Q: 3 clusters Score -1477532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1477550.625000 Penalty: 3047.428223
	Iteration 31Q: 3 clusters Score -1477551 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1477574.750000 Penalty: 3047.428223
	Iteration 32Q: 3 clusters Score -1477575 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1477595.500000 Penalty: 3047.428223
	Iteration 33Q: 3 clusters Score -1477596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1477607.375000 Penalty: 3047.428223
	Iteration 34Q: 3 clusters Score -1477607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1477620.375000 Penalty: 3047.428223
	Iteration 35Q: 3 clusters Score -1477620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1477632.000000 Penalty: 3047.428223
	Iteration 36Q: 3 clusters Score -1477632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1477644.750000 Penalty: 3047.428223
	Iteration 37Q: 3 clusters Score -1477645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1477655.625000 Penalty: 3047.428223
	Iteration 38Q: 3 clusters Score -1477656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1477662.500000 Penalty: 3047.428223
	Iteration 39Q: 3 clusters Score -1477662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1477674.125000 Penalty: 3047.428223
	Iteration 40F: 3 clusters Score -1477674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1477686.625000 Penalty: 3047.428223
	Iteration 41Q: 3 clusters Score -1477687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1477703.500000 Penalty: 3047.428223
	Iteration 42Q: 3 clusters Score -1477704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1477719.750000 Penalty: 3047.428223
	Iteration 43Q: 3 clusters Score -1477720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1477733.500000 Penalty: 3047.428223
	Iteration 44Q: 3 clusters Score -1477734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1477738.375000 Penalty: 3047.428223
	Iteration 45Q: 3 clusters Score -1477738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1477750.500000 Penalty: 3047.428223
	Iteration 46Q: 3 clusters Score -1477750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1477754.625000 Penalty: 3047.428223
	Iteration 47Q: 3 clusters Score -1477755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1477761.250000 Penalty: 3047.428223
	Iteration 48Q: 3 clusters Score -1477761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1477760.250000 Penalty: 3047.428223
	Iteration 49Q: 3 clusters Score -1477760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1477762.375000 Penalty: 3047.428223
	Iteration 50Q: 3 clusters Score -1477762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1477764.750000 Penalty: 3047.428223
	Iteration 51Q: 3 clusters Score -1477765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1477768.375000 Penalty: 3047.428223
	Iteration 52Q: 3 clusters Score -1477768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1477772.875000 Penalty: 3047.428223
	Iteration 53Q: 3 clusters Score -1477773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1477771.875000 Penalty: 3047.428223
	Iteration 54Q: 3 clusters Score -1477772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1477774.500000 Penalty: 3047.428223
	Iteration 55Q: 3 clusters Score -1477774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1477776.750000 Penalty: 3047.428223
	Iteration 56Q: 3 clusters Score -1477777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1477776.875000 Penalty: 3047.428223
	Iteration 57Q: 3 clusters Score -1477777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1477776.875000 Penalty: 3047.428223
	Iteration 58F: 3 clusters Score -1477777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -21785.488281 Penalty: 892.622498
	Iteration 0F: 2 clusters Score -21785.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21179.779297 Penalty: 1785.244995
	Iteration 0F: 3 clusters Score -21179.78 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21549.994141 Penalty: 1785.244995
	Iteration 1F: 3 clusters Score -21549.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21720.476562 Penalty: 1785.244995
	Iteration 2F: 3 clusters Score -21720.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21887.962891 Penalty: 1785.244995
	Iteration 3F: 3 clusters Score -21887.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22009.955078 Penalty: 1785.244995
	Iteration 4Q: 3 clusters Score -22009.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22040.320312 Penalty: 1785.244995
	Iteration 5Q: 3 clusters Score -22040.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22141.876953 Penalty: 1785.244995
	Iteration 6Q: 3 clusters Score -22141.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22185.748047 Penalty: 1785.244995
	Iteration 7Q: 3 clusters Score -22185.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22189.494141 Penalty: 1785.244995
	Iteration 8Q: 3 clusters Score -22189.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22200.466797 Penalty: 1785.244995
	Iteration 9Q: 3 clusters Score -22200.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22200.849609 Penalty: 1785.244995
	Iteration 10F: 3 clusters Score -22200.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22215.923828 Penalty: 1785.244995
	Iteration 11Q: 3 clusters Score -22215.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22226.552734 Penalty: 1785.244995
	Iteration 12Q: 3 clusters Score -22226.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22313.966797 Penalty: 1785.244995
	Iteration 13Q: 3 clusters Score -22313.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22386.625000 Penalty: 1785.244995
	Iteration 14Q: 3 clusters Score -22386.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22446.681641 Penalty: 1785.244995
	Iteration 15Q: 3 clusters Score -22446.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22458.115234 Penalty: 1785.244995
	Iteration 16Q: 3 clusters Score -22458.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22458.115234 Penalty: 1785.244995
	Iteration 17F: 3 clusters Score -22458.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23369 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 133747 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 71925 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88478 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26612 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15311 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17036 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84704 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 11810 members 
Mstep: Class 28 contains 95 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 133482 members 
Mstep: Class 34 contains 148 members 
Entering Unmasked Estep 
Score: -108942984.000000 Penalty: 75654.937500
Splitting cluster 28 changes total score from -108943720.000000 to -108942984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (2573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Entering Unmasked Estep 
Score: -291952.656250 Penalty: 1276.084595
	Iteration 0F: 2 clusters Score -291952.7 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 1247 members 
Entering Unmasked Estep 
Score: -289551.406250 Penalty: 2552.169189
	Iteration 0F: 3 clusters Score -289551.4 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -290153.000000 Penalty: 2552.169189
	Iteration 1F: 3 clusters Score -290153 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -290359.468750 Penalty: 2552.169189
	Iteration 2F: 3 clusters Score -290359.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -290492.218750 Penalty: 2552.169189
	Iteration 3F: 3 clusters Score -290492.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -290578.218750 Penalty: 2552.169189
	Iteration 4Q: 3 clusters Score -290578.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -290640.468750 Penalty: 2552.169189
	Iteration 5Q: 3 clusters Score -290640.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -290692.312500 Penalty: 2552.169189
	Iteration 6Q: 3 clusters Score -290692.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -290737.593750 Penalty: 2552.169189
	Iteration 7Q: 3 clusters Score -290737.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -290767.156250 Penalty: 2552.169189
	Iteration 8Q: 3 clusters Score -290767.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -290789.656250 Penalty: 2552.169189
	Iteration 9Q: 3 clusters Score -290789.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -290810.000000 Penalty: 2552.169189
	Iteration 10Q: 3 clusters Score -290810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -290824.000000 Penalty: 2552.169189
	Iteration 11Q: 3 clusters Score -290824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -290839.406250 Penalty: 2552.169189
	Iteration 12Q: 3 clusters Score -290839.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -290851.375000 Penalty: 2552.169189
	Iteration 13Q: 3 clusters Score -290851.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -290864.093750 Penalty: 2552.169189
	Iteration 14Q: 3 clusters Score -290864.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -290876.031250 Penalty: 2552.169189
	Iteration 15Q: 3 clusters Score -290876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -290885.656250 Penalty: 2552.169189
	Iteration 16Q: 3 clusters Score -290885.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -290896.406250 Penalty: 2552.169189
	Iteration 17Q: 3 clusters Score -290896.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -290904.593750 Penalty: 2552.169189
	Iteration 18Q: 3 clusters Score -290904.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -290909.500000 Penalty: 2552.169189
	Iteration 19Q: 3 clusters Score -290909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -290913.406250 Penalty: 2552.169189
	Iteration 20F: 3 clusters Score -290913.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -290916.468750 Penalty: 2552.169189
	Iteration 21Q: 3 clusters Score -290916.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -290917.812500 Penalty: 2552.169189
	Iteration 22Q: 3 clusters Score -290917.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -290920.312500 Penalty: 2552.169189
	Iteration 23Q: 3 clusters Score -290920.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -290922.468750 Penalty: 2552.169189
	Iteration 24Q: 3 clusters Score -290922.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -290924.343750 Penalty: 2552.169189
	Iteration 25Q: 3 clusters Score -290924.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -290926.062500 Penalty: 2552.169189
	Iteration 26Q: 3 clusters Score -290926.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -290927.843750 Penalty: 2552.169189
	Iteration 27Q: 3 clusters Score -290927.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -290931.437500 Penalty: 2552.169189
	Iteration 28Q: 3 clusters Score -290931.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -290934.156250 Penalty: 2552.169189
	Iteration 29Q: 3 clusters Score -290934.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -290937.093750 Penalty: 2552.169189
	Iteration 30Q: 3 clusters Score -290937.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -290940.125000 Penalty: 2552.169189
	Iteration 31Q: 3 clusters Score -290940.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -290943.531250 Penalty: 2552.169189
	Iteration 32Q: 3 clusters Score -290943.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -290948.468750 Penalty: 2552.169189
	Iteration 33Q: 3 clusters Score -290948.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -290953.656250 Penalty: 2552.169189
	Iteration 34Q: 3 clusters Score -290953.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -290956.437500 Penalty: 2552.169189
	Iteration 35Q: 3 clusters Score -290956.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -290958.875000 Penalty: 2552.169189
	Iteration 36Q: 3 clusters Score -290958.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -290962.031250 Penalty: 2552.169189
	Iteration 37Q: 3 clusters Score -290962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -290963.156250 Penalty: 2552.169189
	Iteration 38Q: 3 clusters Score -290963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -290963.281250 Penalty: 2552.169189
	Iteration 39Q: 3 clusters Score -290963.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -290963.062500 Penalty: 2552.169189
	Iteration 40F: 3 clusters Score -290963.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -290963.531250 Penalty: 2552.169189
	Iteration 41Q: 3 clusters Score -290963.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -290963.531250 Penalty: 2552.169189
	Iteration 42F: 3 clusters Score -290963.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (30635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Entering Unmasked Estep 
Score: -3906401.000000 Penalty: 1678.608521
	Iteration 0F: 2 clusters Score -3906401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3885906.500000 Penalty: 3357.217041
	Iteration 0F: 3 clusters Score -3885906 nChanged 14019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3893461.250000 Penalty: 3357.217041
	Iteration 1F: 3 clusters Score -3893461 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3893893.750000 Penalty: 3357.217041
	Iteration 2Q: 3 clusters Score -3893894 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -3894422.000000 Penalty: 3357.217041
	Iteration 3Q: 3 clusters Score -3894422 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3895181.250000 Penalty: 3357.217041
	Iteration 4F: 3 clusters Score -3895181 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3896348.000000 Penalty: 3357.217041
	Iteration 5F: 3 clusters Score -3896348 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -3898191.500000 Penalty: 3357.217041
	Iteration 6F: 3 clusters Score -3898192 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -3900383.000000 Penalty: 3357.217041
	Iteration 7F: 3 clusters Score -3900383 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3902359.250000 Penalty: 3357.217041
	Iteration 8F: 3 clusters Score -3902359 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3903624.500000 Penalty: 3357.217041
	Iteration 9Q: 3 clusters Score -3903624 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3904269.750000 Penalty: 3357.217041
	Iteration 10Q: 3 clusters Score -3904270 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3904600.250000 Penalty: 3357.217041
	Iteration 11Q: 3 clusters Score -3904600 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3904766.750000 Penalty: 3357.217041
	Iteration 12Q: 3 clusters Score -3904767 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3904834.000000 Penalty: 3357.217041
	Iteration 13Q: 3 clusters Score -3904834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3904888.250000 Penalty: 3357.217041
	Iteration 14Q: 3 clusters Score -3904888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3904921.250000 Penalty: 3357.217041
	Iteration 15Q: 3 clusters Score -3904921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3904941.750000 Penalty: 3357.217041
	Iteration 16Q: 3 clusters Score -3904942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3904948.500000 Penalty: 3357.217041
	Iteration 17Q: 3 clusters Score -3904948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3904951.250000 Penalty: 3357.217041
	Iteration 18Q: 3 clusters Score -3904951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3904954.500000 Penalty: 3357.217041
	Iteration 19Q: 3 clusters Score -3904954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3904960.250000 Penalty: 3357.217041
	Iteration 20F: 3 clusters Score -3904960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3904961.250000 Penalty: 3357.217041
	Iteration 21Q: 3 clusters Score -3904961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3904957.250000 Penalty: 3357.217041
	Iteration 22Q: 3 clusters Score -3904957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3904968.750000 Penalty: 3357.217041
	Iteration 23Q: 3 clusters Score -3904969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3904973.750000 Penalty: 3357.217041
	Iteration 24Q: 3 clusters Score -3904974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3904978.250000 Penalty: 3357.217041
	Iteration 25Q: 3 clusters Score -3904978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3904982.500000 Penalty: 3357.217041
	Iteration 26Q: 3 clusters Score -3904982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3904987.500000 Penalty: 3357.217041
	Iteration 27Q: 3 clusters Score -3904988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3904989.750000 Penalty: 3357.217041
	Iteration 28Q: 3 clusters Score -3904990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3904992.500000 Penalty: 3357.217041
	Iteration 29Q: 3 clusters Score -3904992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3904995.500000 Penalty: 3357.217041
	Iteration 30Q: 3 clusters Score -3904996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3904999.000000 Penalty: 3357.217041
	Iteration 31Q: 3 clusters Score -3904999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3905001.500000 Penalty: 3357.217041
	Iteration 32Q: 3 clusters Score -3905002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3905004.500000 Penalty: 3357.217041
	Iteration 33Q: 3 clusters Score -3905004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3905004.500000 Penalty: 3357.217041
	Iteration 34Q: 3 clusters Score -3905004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3905004.500000 Penalty: 3357.217041
	Iteration 35F: 3 clusters Score -3905004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Entering Unmasked Estep 
Score: -1002135.312500 Penalty: 1458.087158
	Iteration 0F: 2 clusters Score -1002135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -996386.500000 Penalty: 2916.174316
	Iteration 0F: 3 clusters Score -996386.5 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -998201.687500 Penalty: 2916.174316
	Iteration 1F: 3 clusters Score -998201.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -998437.812500 Penalty: 2916.174316
	Iteration 2F: 3 clusters Score -998437.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -998652.187500 Penalty: 2916.174316
	Iteration 3F: 3 clusters Score -998652.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -998892.125000 Penalty: 2916.174316
	Iteration 4F: 3 clusters Score -998892.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -999136.562500 Penalty: 2916.174316
	Iteration 5F: 3 clusters Score -999136.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -999389.562500 Penalty: 2916.174316
	Iteration 6F: 3 clusters Score -999389.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -999633.375000 Penalty: 2916.174316
	Iteration 7Q: 3 clusters Score -999633.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -999842.375000 Penalty: 2916.174316
	Iteration 8Q: 3 clusters Score -999842.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1000031.125000 Penalty: 2916.174316
	Iteration 9Q: 3 clusters Score -1000031 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1000215.312500 Penalty: 2916.174316
	Iteration 10Q: 3 clusters Score -1000215 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1000372.687500 Penalty: 2916.174316
	Iteration 11Q: 3 clusters Score -1000373 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1000507.000000 Penalty: 2916.174316
	Iteration 12Q: 3 clusters Score -1000507 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1000628.562500 Penalty: 2916.174316
	Iteration 13Q: 3 clusters Score -1000629 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1000706.250000 Penalty: 2916.174316
	Iteration 14Q: 3 clusters Score -1000706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1000764.562500 Penalty: 2916.174316
	Iteration 15Q: 3 clusters Score -1000765 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1000819.062500 Penalty: 2916.174316
	Iteration 16Q: 3 clusters Score -1000819 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1000858.125000 Penalty: 2916.174316
	Iteration 17Q: 3 clusters Score -1000858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1000882.562500 Penalty: 2916.174316
	Iteration 18Q: 3 clusters Score -1000883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1000898.125000 Penalty: 2916.174316
	Iteration 19Q: 3 clusters Score -1000898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1000912.250000 Penalty: 2916.174316
	Iteration 20F: 3 clusters Score -1000912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1000923.000000 Penalty: 2916.174316
	Iteration 21Q: 3 clusters Score -1000923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1000930.937500 Penalty: 2916.174316
	Iteration 22Q: 3 clusters Score -1000931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1000935.187500 Penalty: 2916.174316
	Iteration 23Q: 3 clusters Score -1000935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1000938.437500 Penalty: 2916.174316
	Iteration 24Q: 3 clusters Score -1000938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1000944.250000 Penalty: 2916.174316
	Iteration 25Q: 3 clusters Score -1000944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1000948.125000 Penalty: 2916.174316
	Iteration 26Q: 3 clusters Score -1000948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1000950.500000 Penalty: 2916.174316
	Iteration 27Q: 3 clusters Score -1000950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1000950.500000 Penalty: 2916.174316
	Iteration 28F: 3 clusters Score -1000950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -19614.267578 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -19614.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19013.285156 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -19013.29 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19507.322266 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -19507.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19711.111328 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -19711.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19749.638672 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -19749.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19755.613281 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -19755.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19755.613281 Penalty: 1863.335938
	Iteration 5F: 3 clusters Score -19755.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 27972 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 23369 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 133747 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 71925 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 88478 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 26612 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 15311 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 17036 members 
Mstep: Class 20 contains 9397 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 27611 members 
Mstep: Class 23 contains 84704 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 11426 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 11810 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 30635 members 
Mstep: Class 31 contains 7886 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 133482 members 
Mstep: Class 34 contains 118 members 
Entering Unmasked Estep 
Score: -108942664.000000 Penalty: 75654.937500
Splitting cluster 32 changes total score from -108943720.000000 to -108942664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (133482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133482 members 
Entering Unmasked Estep 
Score: -16931046.000000 Penalty: 1917.779785
	Iteration 0F: 2 clusters Score -1.693105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66567 members 
Mstep: Class 2 contains 66915 members 
Entering Unmasked Estep 
Score: -16849214.000000 Penalty: 3835.559570
	Iteration 0F: 3 clusters Score -1.684921e+07 nChanged 64320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61265 members 
Mstep: Class 2 contains 72217 members 
Entering Unmasked Estep 
Score: -16887366.000000 Penalty: 3835.559570
	Iteration 1F: 3 clusters Score -1.688737e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -16889614.000000 Penalty: 3835.559570
	Iteration 2Q: 3 clusters Score -1.688961e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -16893030.000000 Penalty: 3835.559570
	Iteration 3F: 3 clusters Score -1.689303e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -16898072.000000 Penalty: 3835.559570
	Iteration 4F: 3 clusters Score -1.689807e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 94705 members 
Entering Unmasked Estep 
Score: -16903958.000000 Penalty: 3835.559570
	Iteration 5F: 3 clusters Score -1.690396e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 101733 members 
Entering Unmasked Estep 
Score: -16910434.000000 Penalty: 3835.559570
	Iteration 6F: 3 clusters Score -1.691043e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
Score: -16916738.000000 Penalty: 3835.559570
	Iteration 7F: 3 clusters Score -1.691674e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 112860 members 
Entering Unmasked Estep 
Score: -16922694.000000 Penalty: 3835.559570
	Iteration 8Q: 3 clusters Score -1.692269e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 116949 members 
Entering Unmasked Estep 
Score: -16926550.000000 Penalty: 3835.559570
	Iteration 9Q: 3 clusters Score -1.692655e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 120500 members 
Entering Unmasked Estep 
Score: -16928252.000000 Penalty: 3835.559570
	Iteration 10Q: 3 clusters Score -1.692825e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 123591 members 
Entering Unmasked Estep 
Score: -16928912.000000 Penalty: 3835.559570
	Iteration 11Q: 3 clusters Score -1.692891e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 126138 members 
Entering Unmasked Estep 
Score: -16929302.000000 Penalty: 3835.559570
	Iteration 12Q: 3 clusters Score -1.69293e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 128147 members 
Entering Unmasked Estep 
Score: -16929616.000000 Penalty: 3835.559570
	Iteration 13Q: 3 clusters Score -1.692962e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 129716 members 
Entering Unmasked Estep 
Score: -16929662.000000 Penalty: 3835.559570
	Iteration 14Q: 3 clusters Score -1.692966e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 130868 members 
Entering Unmasked Estep 
Score: -16929816.000000 Penalty: 3835.559570
	Iteration 15Q: 3 clusters Score -1.692982e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 131686 members 
Entering Unmasked Estep 
Score: -16929742.000000 Penalty: 3835.559570
	Iteration 16Q: 3 clusters Score -1.692974e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 132230 members 
Entering Unmasked Estep 
Score: -16929710.000000 Penalty: 3835.559570
	Iteration 17Q: 3 clusters Score -1.692971e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 132556 members 
Entering Unmasked Estep 
Score: -16929732.000000 Penalty: 3835.559570
	Iteration 18Q: 3 clusters Score -1.692973e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 132740 members 
Entering Unmasked Estep 
Score: -16929742.000000 Penalty: 3835.559570
	Iteration 19Q: 3 clusters Score -1.692974e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 132854 members 
Entering Unmasked Estep 
Score: -16929730.000000 Penalty: 3835.559570
	Iteration 20F: 3 clusters Score -1.692973e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 132927 members 
Entering Unmasked Estep 
Score: -16929756.000000 Penalty: 3835.559570
	Iteration 21Q: 3 clusters Score -1.692976e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 132976 members 
Entering Unmasked Estep 
Score: -16929768.000000 Penalty: 3835.559570
	Iteration 22Q: 3 clusters Score -1.692977e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 133017 members 
Entering Unmasked Estep 
Score: -16929814.000000 Penalty: 3835.559570
	Iteration 23Q: 3 clusters Score -1.692981e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 133039 members 
Entering Unmasked Estep 
Score: -16929824.000000 Penalty: 3835.559570
	Iteration 24Q: 3 clusters Score -1.692982e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 133064 members 
Entering Unmasked Estep 
Score: -16929822.000000 Penalty: 3835.559570
	Iteration 25Q: 3 clusters Score -1.692982e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 133080 members 
Entering Unmasked Estep 
Score: -16929808.000000 Penalty: 3835.559570
	Iteration 26Q: 3 clusters Score -1.692981e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 133087 members 
Entering Unmasked Estep 
Score: -16929824.000000 Penalty: 3835.559570
	Iteration 27Q: 3 clusters Score -1.692982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 133091 members 
Entering Unmasked Estep 
Score: -16929822.000000 Penalty: 3835.559570
	Iteration 28Q: 3 clusters Score -1.692982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 133095 members 
Entering Unmasked Estep 
Score: -16929830.000000 Penalty: 3835.559570
	Iteration 29Q: 3 clusters Score -1.692983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 133098 members 
Entering Unmasked Estep 
Score: -16929834.000000 Penalty: 3835.559570
	Iteration 30Q: 3 clusters Score -1.692983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 133100 members 
Entering Unmasked Estep 
Score: -16929834.000000 Penalty: 3835.559570
	Iteration 31Q: 3 clusters Score -1.692983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 133097 members 
Entering Unmasked Estep 
Score: -16929844.000000 Penalty: 3835.559570
	Iteration 32Q: 3 clusters Score -1.692984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 133097 members 
Entering Unmasked Estep 
Score: -16929844.000000 Penalty: 3835.559570
	Iteration 33F: 3 clusters Score -1.692984e+07 nChanged 0
24->34 Clusters: Score -108943720.000000, best is -108959680.000000

Starting from 25 clusters...
--- Clustering full data set of 884875 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 37013 members 
Mstep: Class 3 contains 36846 members 
Mstep: Class 4 contains 37300 members 
Mstep: Class 5 contains 36967 members 
Mstep: Class 6 contains 36645 members 
Mstep: Class 7 contains 37050 members 
Mstep: Class 8 contains 36796 members 
Mstep: Class 9 contains 36782 members 
Mstep: Class 10 contains 36812 members 
Mstep: Class 11 contains 36986 members 
Mstep: Class 12 contains 36994 members 
Mstep: Class 13 contains 36902 members 
Mstep: Class 14 contains 36910 members 
Mstep: Class 15 contains 36845 members 
Mstep: Class 16 contains 36931 members 
Mstep: Class 17 contains 36916 members 
Mstep: Class 18 contains 36185 members 
Mstep: Class 19 contains 36879 members 
Mstep: Class 20 contains 36992 members 
Mstep: Class 21 contains 36715 members 
Mstep: Class 22 contains 36984 members 
Mstep: Class 23 contains 36917 members 
Mstep: Class 24 contains 36745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105140880.000000 Penalty: 53403.488281
Iteration 0F: 25 clusters Score -1.051409e+08 nChanged 847207
Entering Unmasked Mstep 
Mstep: Class 0 contains 788 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 25810 members 
Mstep: Class 3 contains 6973 members 
Mstep: Class 4 contains 34048 members 
Mstep: Class 5 contains 8127 members 
Mstep: Class 6 contains 16340 members 
Mstep: Class 7 contains 20748 members 
Mstep: Class 8 contains 87577 members 
Mstep: Class 9 contains 14411 members 
Mstep: Class 10 contains 29609 members 
Mstep: Class 11 contains 51647 members 
Mstep: Class 12 contains 4596 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 36571 members 
Mstep: Class 15 contains 7699 members 
Mstep: Class 16 contains 24825 members 
Mstep: Class 17 contains 4880 members 
Mstep: Class 18 contains 12087 members 
Mstep: Class 19 contains 6787 members 
Mstep: Class 20 contains 9356 members 
Mstep: Class 21 contains 6320 members 
Mstep: Class 22 contains 161119 members 
Mstep: Class 23 contains 26176 members 
Mstep: Class 24 contains 269146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -107210008.000000 Penalty: 53403.488281
Iteration 1F: 25 clusters Score -1.0721e+08 nChanged 340672
Entering Unmasked Mstep 
Mstep: Class 0 contains 653 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 19640 members 
Mstep: Class 3 contains 7104 members 
Mstep: Class 4 contains 27425 members 
Mstep: Class 5 contains 5306 members 
Mstep: Class 6 contains 10336 members 
Mstep: Class 7 contains 13805 members 
Mstep: Class 8 contains 120815 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 38888 members 
Mstep: Class 11 contains 47235 members 
Mstep: Class 12 contains 3434 members 
Mstep: Class 13 contains 7413 members 
Mstep: Class 14 contains 31226 members 
Mstep: Class 15 contains 6958 members 
Mstep: Class 16 contains 19280 members 
Mstep: Class 17 contains 4705 members 
Mstep: Class 18 contains 8084 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 13213 members 
Mstep: Class 21 contains 7770 members 
Mstep: Class 22 contains 236997 members 
Mstep: Class 23 contains 19741 members 
Mstep: Class 24 contains 217474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -107552000.000000 Penalty: 53403.488281
Iteration 2F: 25 clusters Score -1.07552e+08 nChanged 252668
Entering Unmasked Mstep 
Mstep: Class 0 contains 541 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 20126 members 
Mstep: Class 3 contains 7159 members 
Mstep: Class 4 contains 26035 members 
Mstep: Class 5 contains 2958 members 
Mstep: Class 6 contains 8695 members 
Mstep: Class 7 contains 12847 members 
Mstep: Class 8 contains 179829 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 49710 members 
Mstep: Class 11 contains 47453 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 7676 members 
Mstep: Class 14 contains 30112 members 
Mstep: Class 15 contains 5736 members 
Mstep: Class 16 contains 17023 members 
Mstep: Class 17 contains 6181 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 17449 members 
Mstep: Class 21 contains 8375 members 
Mstep: Class 22 contains 193395 members 
Mstep: Class 23 contains 17446 members 
Mstep: Class 24 contains 199149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -107874912.000000 Penalty: 53403.488281
Iteration 3F: 25 clusters Score -1.078749e+08 nChanged 200530
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 27638 members 
Mstep: Class 3 contains 8738 members 
Mstep: Class 4 contains 23654 members 
Mstep: Class 5 contains 2012 members 
Mstep: Class 6 contains 8551 members 
Mstep: Class 7 contains 15251 members 
Mstep: Class 8 contains 222611 members 
Mstep: Class 9 contains 5979 members 
Mstep: Class 10 contains 57433 members 
Mstep: Class 11 contains 47065 members 
Mstep: Class 12 contains 4021 members 
Mstep: Class 13 contains 9353 members 
Mstep: Class 14 contains 28257 members 
Mstep: Class 15 contains 4498 members 
Mstep: Class 16 contains 14438 members 
Mstep: Class 17 contains 7322 members 
Mstep: Class 18 contains 16844 members 
Mstep: Class 19 contains 1868 members 
Mstep: Class 20 contains 19385 members 
Mstep: Class 21 contains 7959 members 
Mstep: Class 22 contains 161790 members 
Mstep: Class 23 contains 17420 members 
Mstep: Class 24 contains 168493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108142184.000000 Penalty: 53403.488281
Iteration 4F: 25 clusters Score -1.081422e+08 nChanged 167583
Entering Unmasked Mstep 
Mstep: Class 0 contains 425 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 39175 members 
Mstep: Class 3 contains 10967 members 
Mstep: Class 4 contains 20991 members 
Mstep: Class 5 contains 1730 members 
Mstep: Class 6 contains 9344 members 
Mstep: Class 7 contains 20440 members 
Mstep: Class 8 contains 196246 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 62351 members 
Mstep: Class 11 contains 46656 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 11534 members 
Mstep: Class 14 contains 28059 members 
Mstep: Class 15 contains 3252 members 
Mstep: Class 16 contains 11827 members 
Mstep: Class 17 contains 7787 members 
Mstep: Class 18 contains 24018 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 20 contains 20124 members 
Mstep: Class 21 contains 8291 members 
Mstep: Class 22 contains 156425 members 
Mstep: Class 23 contains 18092 members 
Mstep: Class 24 contains 172079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108339280.000000 Penalty: 53403.488281
Iteration 5F: 25 clusters Score -1.083393e+08 nChanged 119281
Entering Unmasked Mstep 
Mstep: Class 0 contains 404 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 52500 members 
Mstep: Class 3 contains 12414 members 
Mstep: Class 4 contains 18496 members 
Mstep: Class 5 contains 1832 members 
Mstep: Class 6 contains 10176 members 
Mstep: Class 7 contains 24559 members 
Mstep: Class 8 contains 180946 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 66024 members 
Mstep: Class 11 contains 46493 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 12997 members 
Mstep: Class 14 contains 27505 members 
Mstep: Class 15 contains 2640 members 
Mstep: Class 16 contains 9846 members 
Mstep: Class 17 contains 8182 members 
Mstep: Class 18 contains 30739 members 
Mstep: Class 19 contains 1412 members 
Mstep: Class 20 contains 20021 members 
Mstep: Class 21 contains 8518 members 
Mstep: Class 22 contains 152687 members 
Mstep: Class 23 contains 18652 members 
Mstep: Class 24 contains 163679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108467664.000000 Penalty: 53403.488281
Iteration 6F: 25 clusters Score -1.084677e+08 nChanged 90950
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 65806 members 
Mstep: Class 3 contains 13112 members 
Mstep: Class 4 contains 17321 members 
Mstep: Class 5 contains 1786 members 
Mstep: Class 6 contains 11090 members 
Mstep: Class 7 contains 26597 members 
Mstep: Class 8 contains 168648 members 
Mstep: Class 9 contains 5802 members 
Mstep: Class 10 contains 68245 members 
Mstep: Class 11 contains 46658 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 13867 members 
Mstep: Class 14 contains 26567 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 8669 members 
Mstep: Class 18 contains 36688 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 19838 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 147881 members 
Mstep: Class 23 contains 18950 members 
Mstep: Class 24 contains 156429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108557280.000000 Penalty: 53403.488281
Iteration 7F: 25 clusters Score -1.085573e+08 nChanged 72090
Entering Unmasked Mstep 
Mstep: Class 0 contains 373 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 78390 members 
Mstep: Class 3 contains 13477 members 
Mstep: Class 4 contains 17128 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 11965 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 158947 members 
Mstep: Class 9 contains 6211 members 
Mstep: Class 10 contains 69212 members 
Mstep: Class 11 contains 46890 members 
Mstep: Class 12 contains 5776 members 
Mstep: Class 13 contains 14562 members 
Mstep: Class 14 contains 25408 members 
Mstep: Class 15 contains 2062 members 
Mstep: Class 16 contains 8025 members 
Mstep: Class 17 contains 9178 members 
Mstep: Class 18 contains 41914 members 
Mstep: Class 19 contains 1445 members 
Mstep: Class 20 contains 19472 members 
Mstep: Class 21 contains 9321 members 
Mstep: Class 22 contains 142948 members 
Mstep: Class 23 contains 18800 members 
Mstep: Class 24 contains 150365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108621784.000000 Penalty: 53403.488281
Iteration 8F: 25 clusters Score -1.086218e+08 nChanged 58773
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 89752 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 17567 members 
Mstep: Class 5 contains 1480 members 
Mstep: Class 6 contains 12819 members 
Mstep: Class 7 contains 27487 members 
Mstep: Class 8 contains 150376 members 
Mstep: Class 9 contains 6683 members 
Mstep: Class 10 contains 69219 members 
Mstep: Class 11 contains 47208 members 
Mstep: Class 12 contains 6004 members 
Mstep: Class 13 contains 15056 members 
Mstep: Class 14 contains 24255 members 
Mstep: Class 15 contains 1900 members 
Mstep: Class 16 contains 7937 members 
Mstep: Class 17 contains 9752 members 
Mstep: Class 18 contains 46620 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 19034 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 138895 members 
Mstep: Class 23 contains 18292 members 
Mstep: Class 24 contains 145171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108670448.000000 Penalty: 53403.488281
Iteration 9F: 25 clusters Score -1.086704e+08 nChanged 49090
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 100098 members 
Mstep: Class 3 contains 13997 members 
Mstep: Class 4 contains 18324 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 13501 members 
Mstep: Class 7 contains 27442 members 
Mstep: Class 8 contains 143835 members 
Mstep: Class 9 contains 7175 members 
Mstep: Class 10 contains 68511 members 
Mstep: Class 11 contains 47363 members 
Mstep: Class 12 contains 6084 members 
Mstep: Class 13 contains 15705 members 
Mstep: Class 14 contains 23178 members 
Mstep: Class 15 contains 1764 members 
Mstep: Class 16 contains 8017 members 
Mstep: Class 17 contains 10394 members 
Mstep: Class 18 contains 50807 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 18668 members 
Mstep: Class 21 contains 9601 members 
Mstep: Class 22 contains 135385 members 
Mstep: Class 23 contains 17582 members 
Mstep: Class 24 contains 140033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108707720.000000 Penalty: 53403.488281
Iteration 10F: 25 clusters Score -1.087077e+08 nChanged 43076
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 109373 members 
Mstep: Class 3 contains 14178 members 
Mstep: Class 4 contains 19105 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 14002 members 
Mstep: Class 7 contains 27539 members 
Mstep: Class 8 contains 138508 members 
Mstep: Class 9 contains 7727 members 
Mstep: Class 10 contains 67456 members 
Mstep: Class 11 contains 47316 members 
Mstep: Class 12 contains 6107 members 
Mstep: Class 13 contains 16419 members 
Mstep: Class 14 contains 22154 members 
Mstep: Class 15 contains 1681 members 
Mstep: Class 16 contains 8056 members 
Mstep: Class 17 contains 11060 members 
Mstep: Class 18 contains 54692 members 
Mstep: Class 19 contains 1466 members 
Mstep: Class 20 contains 18323 members 
Mstep: Class 21 contains 9376 members 
Mstep: Class 22 contains 132628 members 
Mstep: Class 23 contains 16799 members 
Mstep: Class 24 contains 134936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108739600.000000 Penalty: 53403.488281
Iteration 11Q: 25 clusters Score -1.087396e+08 nChanged 38224
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 117336 members 
Mstep: Class 3 contains 14289 members 
Mstep: Class 4 contains 19961 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 14231 members 
Mstep: Class 7 contains 27718 members 
Mstep: Class 8 contains 133874 members 
Mstep: Class 9 contains 8327 members 
Mstep: Class 10 contains 66302 members 
Mstep: Class 11 contains 47135 members 
Mstep: Class 12 contains 6096 members 
Mstep: Class 13 contains 17363 members 
Mstep: Class 14 contains 21269 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 8046 members 
Mstep: Class 17 contains 11762 members 
Mstep: Class 18 contains 58324 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 18006 members 
Mstep: Class 21 contains 9013 members 
Mstep: Class 22 contains 130762 members 
Mstep: Class 23 contains 16003 members 
Mstep: Class 24 contains 130134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108763624.000000 Penalty: 53403.488281
Iteration 12Q: 25 clusters Score -1.087636e+08 nChanged 35470
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 125833 members 
Mstep: Class 3 contains 14219 members 
Mstep: Class 4 contains 20865 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 14320 members 
Mstep: Class 7 contains 27771 members 
Mstep: Class 8 contains 129664 members 
Mstep: Class 9 contains 8979 members 
Mstep: Class 10 contains 64971 members 
Mstep: Class 11 contains 46938 members 
Mstep: Class 12 contains 6073 members 
Mstep: Class 13 contains 18442 members 
Mstep: Class 14 contains 20388 members 
Mstep: Class 15 contains 1569 members 
Mstep: Class 16 contains 8005 members 
Mstep: Class 17 contains 12480 members 
Mstep: Class 18 contains 61375 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 17711 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 129040 members 
Mstep: Class 23 contains 15329 members 
Mstep: Class 24 contains 125167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108779528.000000 Penalty: 53403.488281
Iteration 13Q: 25 clusters Score -1.087795e+08 nChanged 31846
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 133249 members 
Mstep: Class 3 contains 14067 members 
Mstep: Class 4 contains 21737 members 
Mstep: Class 5 contains 608 members 
Mstep: Class 6 contains 14377 members 
Mstep: Class 7 contains 27709 members 
Mstep: Class 8 contains 126105 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 63573 members 
Mstep: Class 11 contains 46385 members 
Mstep: Class 12 contains 6018 members 
Mstep: Class 13 contains 19331 members 
Mstep: Class 14 contains 19682 members 
Mstep: Class 15 contains 1518 members 
Mstep: Class 16 contains 7934 members 
Mstep: Class 17 contains 13238 members 
Mstep: Class 18 contains 63653 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 17504 members 
Mstep: Class 21 contains 8151 members 
Mstep: Class 22 contains 127710 members 
Mstep: Class 23 contains 14755 members 
Mstep: Class 24 contains 121426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108790160.000000 Penalty: 53403.488281
Iteration 14Q: 25 clusters Score -1.087902e+08 nChanged 28502
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 138784 members 
Mstep: Class 3 contains 13877 members 
Mstep: Class 4 contains 22548 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 14412 members 
Mstep: Class 7 contains 27531 members 
Mstep: Class 8 contains 122570 members 
Mstep: Class 9 contains 10538 members 
Mstep: Class 10 contains 62116 members 
Mstep: Class 11 contains 45310 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 20035 members 
Mstep: Class 14 contains 19124 members 
Mstep: Class 15 contains 1450 members 
Mstep: Class 16 contains 7879 members 
Mstep: Class 17 contains 13982 members 
Mstep: Class 18 contains 65443 members 
Mstep: Class 19 contains 1458 members 
Mstep: Class 20 contains 17399 members 
Mstep: Class 21 contains 7812 members 
Mstep: Class 22 contains 126850 members 
Mstep: Class 23 contains 14309 members 
Mstep: Class 24 contains 119935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108796760.000000 Penalty: 53403.488281
Iteration 15Q: 25 clusters Score -1.087968e+08 nChanged 24973
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 142346 members 
Mstep: Class 3 contains 13696 members 
Mstep: Class 4 contains 23352 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 14393 members 
Mstep: Class 7 contains 27358 members 
Mstep: Class 8 contains 119174 members 
Mstep: Class 9 contains 11344 members 
Mstep: Class 10 contains 60639 members 
Mstep: Class 11 contains 44049 members 
Mstep: Class 12 contains 5933 members 
Mstep: Class 13 contains 20557 members 
Mstep: Class 14 contains 18719 members 
Mstep: Class 15 contains 1388 members 
Mstep: Class 16 contains 7818 members 
Mstep: Class 17 contains 14752 members 
Mstep: Class 18 contains 67039 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 17370 members 
Mstep: Class 21 contains 7542 members 
Mstep: Class 22 contains 126511 members 
Mstep: Class 23 contains 13949 members 
Mstep: Class 24 contains 119962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108800264.000000 Penalty: 53403.488281
Iteration 16Q: 25 clusters Score -1.088003e+08 nChanged 21471
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 144288 members 
Mstep: Class 3 contains 13510 members 
Mstep: Class 4 contains 24100 members 
Mstep: Class 5 contains 551 members 
Mstep: Class 6 contains 14380 members 
Mstep: Class 7 contains 27158 members 
Mstep: Class 8 contains 116026 members 
Mstep: Class 9 contains 12090 members 
Mstep: Class 10 contains 59330 members 
Mstep: Class 11 contains 42875 members 
Mstep: Class 12 contains 5899 members 
Mstep: Class 13 contains 20975 members 
Mstep: Class 14 contains 18440 members 
Mstep: Class 15 contains 1315 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 15355 members 
Mstep: Class 18 contains 68523 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 17440 members 
Mstep: Class 21 contains 7344 members 
Mstep: Class 22 contains 126653 members 
Mstep: Class 23 contains 13644 members 
Mstep: Class 24 contains 120760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108802200.000000 Penalty: 53403.488281
Iteration 17Q: 25 clusters Score -1.088022e+08 nChanged 18741
Entering Unmasked Mstep 
Mstep: Class 0 contains 281 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 145071 members 
Mstep: Class 3 contains 13279 members 
Mstep: Class 4 contains 24800 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 14397 members 
Mstep: Class 7 contains 26929 members 
Mstep: Class 8 contains 113082 members 
Mstep: Class 9 contains 12822 members 
Mstep: Class 10 contains 58184 members 
Mstep: Class 11 contains 41907 members 
Mstep: Class 12 contains 5887 members 
Mstep: Class 13 contains 21304 members 
Mstep: Class 14 contains 18187 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 7720 members 
Mstep: Class 17 contains 15909 members 
Mstep: Class 18 contains 69981 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 17608 members 
Mstep: Class 21 contains 7155 members 
Mstep: Class 22 contains 127179 members 
Mstep: Class 23 contains 13372 members 
Mstep: Class 24 contains 121737 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 18Q: 25 clusters Score -1.088049e+08 nChanged 17238
Entering Unmasked Mstep 
Mstep: Class 0 contains 281 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 145278 members 
Mstep: Class 3 contains 13036 members 
Mstep: Class 4 contains 25400 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 14424 members 
Mstep: Class 7 contains 26730 members 
Mstep: Class 8 contains 110094 members 
Mstep: Class 9 contains 13599 members 
Mstep: Class 10 contains 57117 members 
Mstep: Class 11 contains 41122 members 
Mstep: Class 12 contains 5882 members 
Mstep: Class 13 contains 21503 members 
Mstep: Class 14 contains 17940 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 7682 members 
Mstep: Class 17 contains 16399 members 
Mstep: Class 18 contains 71505 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 17864 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 128108 members 
Mstep: Class 23 contains 13164 members 
Mstep: Class 24 contains 122593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108807592.000000 Penalty: 53403.488281
Iteration 19Q: 25 clusters Score -1.088076e+08 nChanged 16693
Entering Unmasked Mstep 
Mstep: Class 0 contains 281 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 145251 members 
Mstep: Class 3 contains 12764 members 
Mstep: Class 4 contains 25946 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 14428 members 
Mstep: Class 7 contains 26611 members 
Mstep: Class 8 contains 106963 members 
Mstep: Class 9 contains 14276 members 
Mstep: Class 10 contains 56122 members 
Mstep: Class 11 contains 40467 members 
Mstep: Class 12 contains 5892 members 
Mstep: Class 13 contains 21600 members 
Mstep: Class 14 contains 17709 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 7654 members 
Mstep: Class 17 contains 16869 members 
Mstep: Class 18 contains 73044 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 18225 members 
Mstep: Class 21 contains 6989 members 
Mstep: Class 22 contains 129357 members 
Mstep: Class 23 contains 13022 members 
Mstep: Class 24 contains 123298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108812376.000000 Penalty: 53403.488281
Iteration 20F: 25 clusters Score -1.088124e+08 nChanged 16452
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 145383 members 
Mstep: Class 3 contains 12688 members 
Mstep: Class 4 contains 26507 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 14448 members 
Mstep: Class 7 contains 26501 members 
Mstep: Class 8 contains 103550 members 
Mstep: Class 9 contains 14926 members 
Mstep: Class 10 contains 55117 members 
Mstep: Class 11 contains 39924 members 
Mstep: Class 12 contains 5915 members 
Mstep: Class 13 contains 21725 members 
Mstep: Class 14 contains 17486 members 
Mstep: Class 15 contains 1131 members 
Mstep: Class 16 contains 7632 members 
Mstep: Class 17 contains 17318 members 
Mstep: Class 18 contains 74484 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 18577 members 
Mstep: Class 21 contains 6949 members 
Mstep: Class 22 contains 130934 members 
Mstep: Class 23 contains 12921 members 
Mstep: Class 24 contains 123599 members 
Entering Unmasked Estep 
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Iteration 21Q: 25 clusters Score -1.088168e+08 nChanged 15662
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 145256 members 
Mstep: Class 3 contains 12596 members 
Mstep: Class 4 contains 27079 members 
Mstep: Class 5 contains 415 members 
Mstep: Class 6 contains 14465 members 
Mstep: Class 7 contains 26436 members 
Mstep: Class 8 contains 100352 members 
Mstep: Class 9 contains 15560 members 
Mstep: Class 10 contains 54198 members 
Mstep: Class 11 contains 39400 members 
Mstep: Class 12 contains 5940 members 
Mstep: Class 13 contains 21858 members 
Mstep: Class 14 contains 17296 members 
Mstep: Class 15 contains 1104 members 
Mstep: Class 16 contains 7612 members 
Mstep: Class 17 contains 17749 members 
Mstep: Class 18 contains 75882 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 18982 members 
Mstep: Class 21 contains 6941 members 
Mstep: Class 22 contains 132467 members 
Mstep: Class 23 contains 12862 members 
Mstep: Class 24 contains 123749 members 
Entering Unmasked Estep 
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Iteration 22Q: 25 clusters Score -1.088216e+08 nChanged 15159
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 145048 members 
Mstep: Class 3 contains 12345 members 
Mstep: Class 4 contains 27693 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 14476 members 
Mstep: Class 7 contains 26414 members 
Mstep: Class 8 contains 97374 members 
Mstep: Class 9 contains 16160 members 
Mstep: Class 10 contains 53323 members 
Mstep: Class 11 contains 38838 members 
Mstep: Class 12 contains 5967 members 
Mstep: Class 13 contains 21998 members 
Mstep: Class 14 contains 17174 members 
Mstep: Class 15 contains 1086 members 
Mstep: Class 16 contains 7608 members 
Mstep: Class 17 contains 18127 members 
Mstep: Class 18 contains 77180 members 
Mstep: Class 19 contains 1424 members 
Mstep: Class 20 contains 19547 members 
Mstep: Class 21 contains 6957 members 
Mstep: Class 22 contains 133902 members 
Mstep: Class 23 contains 12846 members 
Mstep: Class 24 contains 123704 members 
Entering Unmasked Estep 
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Iteration 23Q: 25 clusters Score -1.088262e+08 nChanged 14468
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 144729 members 
Mstep: Class 3 contains 12053 members 
Mstep: Class 4 contains 28328 members 
Mstep: Class 5 contains 374 members 
Mstep: Class 6 contains 14513 members 
Mstep: Class 7 contains 26397 members 
Mstep: Class 8 contains 94597 members 
Mstep: Class 9 contains 16719 members 
Mstep: Class 10 contains 52473 members 
Mstep: Class 11 contains 38261 members 
Mstep: Class 12 contains 6001 members 
Mstep: Class 13 contains 22145 members 
Mstep: Class 14 contains 17053 members 
Mstep: Class 15 contains 1064 members 
Mstep: Class 16 contains 7614 members 
Mstep: Class 17 contains 18500 members 
Mstep: Class 18 contains 78370 members 
Mstep: Class 19 contains 1420 members 
Mstep: Class 20 contains 20241 members 
Mstep: Class 21 contains 6965 members 
Mstep: Class 22 contains 135322 members 
Mstep: Class 23 contains 12881 members 
Mstep: Class 24 contains 123473 members 
Entering Unmasked Estep 
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Iteration 24Q: 25 clusters Score -1.088313e+08 nChanged 13862
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 144393 members 
Mstep: Class 3 contains 11751 members 
Mstep: Class 4 contains 28991 members 
Mstep: Class 5 contains 372 members 
Mstep: Class 6 contains 14582 members 
Mstep: Class 7 contains 26437 members 
Mstep: Class 8 contains 91988 members 
Mstep: Class 9 contains 17156 members 
Mstep: Class 10 contains 51575 members 
Mstep: Class 11 contains 37735 members 
Mstep: Class 12 contains 6051 members 
Mstep: Class 13 contains 22302 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 7611 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 18 contains 79449 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 20959 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 136737 members 
Mstep: Class 23 contains 12980 members 
Mstep: Class 24 contains 123091 members 
Entering Unmasked Estep 
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Iteration 25Q: 25 clusters Score -1.088372e+08 nChanged 13489
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 144017 members 
Mstep: Class 3 contains 11535 members 
Mstep: Class 4 contains 29700 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 14656 members 
Mstep: Class 7 contains 26521 members 
Mstep: Class 8 contains 90025 members 
Mstep: Class 9 contains 17545 members 
Mstep: Class 10 contains 50637 members 
Mstep: Class 11 contains 37254 members 
Mstep: Class 12 contains 6135 members 
Mstep: Class 13 contains 22465 members 
Mstep: Class 14 contains 16869 members 
Mstep: Class 15 contains 1020 members 
Mstep: Class 16 contains 7622 members 
Mstep: Class 17 contains 19123 members 
Mstep: Class 18 contains 80276 members 
Mstep: Class 19 contains 1415 members 
Mstep: Class 20 contains 21673 members 
Mstep: Class 21 contains 7013 members 
Mstep: Class 22 contains 137754 members 
Mstep: Class 23 contains 13111 members 
Mstep: Class 24 contains 122596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108843208.000000 Penalty: 53403.488281
Iteration 26Q: 25 clusters Score -1.088432e+08 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 143640 members 
Mstep: Class 3 contains 11354 members 
Mstep: Class 4 contains 30298 members 
Mstep: Class 5 contains 368 members 
Mstep: Class 6 contains 14767 members 
Mstep: Class 7 contains 26602 members 
Mstep: Class 8 contains 88815 members 
Mstep: Class 9 contains 17833 members 
Mstep: Class 10 contains 49764 members 
Mstep: Class 11 contains 36820 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 22655 members 
Mstep: Class 14 contains 16800 members 
Mstep: Class 15 contains 1011 members 
Mstep: Class 16 contains 7648 members 
Mstep: Class 17 contains 19351 members 
Mstep: Class 18 contains 80911 members 
Mstep: Class 19 contains 1410 members 
Mstep: Class 20 contains 22368 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 138460 members 
Mstep: Class 23 contains 13285 members 
Mstep: Class 24 contains 121829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108847944.000000 Penalty: 53403.488281
Iteration 27Q: 25 clusters Score -1.088479e+08 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 143284 members 
Mstep: Class 3 contains 11260 members 
Mstep: Class 4 contains 30827 members 
Mstep: Class 5 contains 368 members 
Mstep: Class 6 contains 14982 members 
Mstep: Class 7 contains 26709 members 
Mstep: Class 8 contains 88169 members 
Mstep: Class 9 contains 18034 members 
Mstep: Class 10 contains 48888 members 
Mstep: Class 11 contains 36514 members 
Mstep: Class 12 contains 6353 members 
Mstep: Class 13 contains 22873 members 
Mstep: Class 14 contains 16733 members 
Mstep: Class 15 contains 1002 members 
Mstep: Class 16 contains 7687 members 
Mstep: Class 17 contains 19507 members 
Mstep: Class 18 contains 81411 members 
Mstep: Class 19 contains 1410 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 138757 members 
Mstep: Class 23 contains 13523 members 
Mstep: Class 24 contains 120963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108851720.000000 Penalty: 53403.488281
Iteration 28Q: 25 clusters Score -1.088517e+08 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 142913 members 
Mstep: Class 3 contains 11150 members 
Mstep: Class 4 contains 31270 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 15216 members 
Mstep: Class 7 contains 26803 members 
Mstep: Class 8 contains 88072 members 
Mstep: Class 9 contains 18196 members 
Mstep: Class 10 contains 48073 members 
Mstep: Class 11 contains 36349 members 
Mstep: Class 12 contains 6463 members 
Mstep: Class 13 contains 23095 members 
Mstep: Class 14 contains 16644 members 
Mstep: Class 15 contains 996 members 
Mstep: Class 16 contains 7718 members 
Mstep: Class 17 contains 19618 members 
Mstep: Class 18 contains 81709 members 
Mstep: Class 19 contains 1411 members 
Mstep: Class 20 contains 23421 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 138609 members 
Mstep: Class 23 contains 13753 members 
Mstep: Class 24 contains 120238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108854856.000000 Penalty: 53403.488281
Iteration 29Q: 25 clusters Score -1.088549e+08 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 142562 members 
Mstep: Class 3 contains 11054 members 
Mstep: Class 4 contains 31630 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 15447 members 
Mstep: Class 7 contains 26882 members 
Mstep: Class 8 contains 88302 members 
Mstep: Class 9 contains 18324 members 
Mstep: Class 10 contains 47329 members 
Mstep: Class 11 contains 36369 members 
Mstep: Class 12 contains 6605 members 
Mstep: Class 13 contains 23296 members 
Mstep: Class 14 contains 16589 members 
Mstep: Class 15 contains 982 members 
Mstep: Class 16 contains 7743 members 
Mstep: Class 17 contains 19695 members 
Mstep: Class 18 contains 81832 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 23902 members 
Mstep: Class 21 contains 7064 members 
Mstep: Class 22 contains 138213 members 
Mstep: Class 23 contains 13999 members 
Mstep: Class 24 contains 119498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108857104.000000 Penalty: 53403.488281
Iteration 30Q: 25 clusters Score -1.088571e+08 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 142237 members 
Mstep: Class 3 contains 10961 members 
Mstep: Class 4 contains 31911 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 15737 members 
Mstep: Class 7 contains 26901 members 
Mstep: Class 8 contains 88760 members 
Mstep: Class 9 contains 18412 members 
Mstep: Class 10 contains 46661 members 
Mstep: Class 11 contains 36529 members 
Mstep: Class 12 contains 6787 members 
Mstep: Class 13 contains 23464 members 
Mstep: Class 14 contains 16528 members 
Mstep: Class 15 contains 973 members 
Mstep: Class 16 contains 7762 members 
Mstep: Class 17 contains 19762 members 
Mstep: Class 18 contains 81833 members 
Mstep: Class 19 contains 1397 members 
Mstep: Class 20 contains 24277 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 137708 members 
Mstep: Class 23 contains 14234 members 
Mstep: Class 24 contains 118772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108859272.000000 Penalty: 53403.488281
Iteration 31Q: 25 clusters Score -1.088593e+08 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 141924 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 32158 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 16039 members 
Mstep: Class 7 contains 26911 members 
Mstep: Class 8 contains 89272 members 
Mstep: Class 9 contains 18504 members 
Mstep: Class 10 contains 45988 members 
Mstep: Class 11 contains 36753 members 
Mstep: Class 12 contains 6982 members 
Mstep: Class 13 contains 23617 members 
Mstep: Class 14 contains 16448 members 
Mstep: Class 15 contains 968 members 
Mstep: Class 16 contains 7782 members 
Mstep: Class 17 contains 19778 members 
Mstep: Class 18 contains 81692 members 
Mstep: Class 19 contains 1397 members 
Mstep: Class 20 contains 24613 members 
Mstep: Class 21 contains 7066 members 
Mstep: Class 22 contains 137126 members 
Mstep: Class 23 contains 14461 members 
Mstep: Class 24 contains 118274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108861384.000000 Penalty: 53403.488281
Iteration 32Q: 25 clusters Score -1.088614e+08 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 141650 members 
Mstep: Class 3 contains 10806 members 
Mstep: Class 4 contains 32407 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 16321 members 
Mstep: Class 7 contains 26898 members 
Mstep: Class 8 contains 89809 members 
Mstep: Class 9 contains 18571 members 
Mstep: Class 10 contains 45369 members 
Mstep: Class 11 contains 37056 members 
Mstep: Class 12 contains 7186 members 
Mstep: Class 13 contains 23772 members 
Mstep: Class 14 contains 16386 members 
Mstep: Class 15 contains 966 members 
Mstep: Class 16 contains 7801 members 
Mstep: Class 17 contains 19809 members 
Mstep: Class 18 contains 81497 members 
Mstep: Class 19 contains 1398 members 
Mstep: Class 20 contains 24892 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 136550 members 
Mstep: Class 23 contains 14669 members 
Mstep: Class 24 contains 117733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108863576.000000 Penalty: 53403.488281
Iteration 33Q: 25 clusters Score -1.088636e+08 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 141394 members 
Mstep: Class 3 contains 10729 members 
Mstep: Class 4 contains 32659 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 16630 members 
Mstep: Class 7 contains 26876 members 
Mstep: Class 8 contains 90388 members 
Mstep: Class 9 contains 18615 members 
Mstep: Class 10 contains 44787 members 
Mstep: Class 11 contains 37451 members 
Mstep: Class 12 contains 7409 members 
Mstep: Class 13 contains 23901 members 
Mstep: Class 14 contains 16326 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 7820 members 
Mstep: Class 17 contains 19786 members 
Mstep: Class 18 contains 81216 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 25102 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 136031 members 
Mstep: Class 23 contains 14836 members 
Mstep: Class 24 contains 117210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108864672.000000 Penalty: 53403.488281
Iteration 34Q: 25 clusters Score -1.088647e+08 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 141149 members 
Mstep: Class 3 contains 10686 members 
Mstep: Class 4 contains 32850 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 16983 members 
Mstep: Class 7 contains 26839 members 
Mstep: Class 8 contains 90995 members 
Mstep: Class 9 contains 18667 members 
Mstep: Class 10 contains 44252 members 
Mstep: Class 11 contains 37801 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 24011 members 
Mstep: Class 14 contains 16287 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 16 contains 7832 members 
Mstep: Class 17 contains 19717 members 
Mstep: Class 18 contains 80858 members 
Mstep: Class 19 contains 1399 members 
Mstep: Class 20 contains 25280 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 22 contains 135520 members 
Mstep: Class 23 contains 14978 members 
Mstep: Class 24 contains 116778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108866552.000000 Penalty: 53403.488281
Iteration 35Q: 25 clusters Score -1.088666e+08 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 140979 members 
Mstep: Class 3 contains 10619 members 
Mstep: Class 4 contains 33023 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 17394 members 
Mstep: Class 7 contains 26808 members 
Mstep: Class 8 contains 91464 members 
Mstep: Class 9 contains 18701 members 
Mstep: Class 10 contains 43753 members 
Mstep: Class 11 contains 38225 members 
Mstep: Class 12 contains 7990 members 
Mstep: Class 13 contains 24074 members 
Mstep: Class 14 contains 16243 members 
Mstep: Class 15 contains 955 members 
Mstep: Class 16 contains 7836 members 
Mstep: Class 17 contains 19620 members 
Mstep: Class 18 contains 80503 members 
Mstep: Class 19 contains 1398 members 
Mstep: Class 20 contains 25430 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 134997 members 
Mstep: Class 23 contains 15126 members 
Mstep: Class 24 contains 116354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108868760.000000 Penalty: 53403.488281
Iteration 36Q: 25 clusters Score -1.088688e+08 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 140843 members 
Mstep: Class 3 contains 10580 members 
Mstep: Class 4 contains 33112 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 17843 members 
Mstep: Class 7 contains 26764 members 
Mstep: Class 8 contains 91885 members 
Mstep: Class 9 contains 18720 members 
Mstep: Class 10 contains 43275 members 
Mstep: Class 11 contains 38746 members 
Mstep: Class 12 contains 8379 members 
Mstep: Class 13 contains 24140 members 
Mstep: Class 14 contains 16199 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 7826 members 
Mstep: Class 17 contains 19489 members 
Mstep: Class 18 contains 80131 members 
Mstep: Class 19 contains 1396 members 
Mstep: Class 20 contains 25563 members 
Mstep: Class 21 contains 7033 members 
Mstep: Class 22 contains 134462 members 
Mstep: Class 23 contains 15268 members 
Mstep: Class 24 contains 115889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108870688.000000 Penalty: 53403.488281
Iteration 37Q: 25 clusters Score -1.088707e+08 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 140759 members 
Mstep: Class 3 contains 10540 members 
Mstep: Class 4 contains 33198 members 
Mstep: Class 5 contains 368 members 
Mstep: Class 6 contains 18319 members 
Mstep: Class 7 contains 26716 members 
Mstep: Class 8 contains 92257 members 
Mstep: Class 9 contains 18729 members 
Mstep: Class 10 contains 42809 members 
Mstep: Class 11 contains 39191 members 
Mstep: Class 12 contains 8798 members 
Mstep: Class 13 contains 24212 members 
Mstep: Class 14 contains 16152 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 7824 members 
Mstep: Class 17 contains 19341 members 
Mstep: Class 18 contains 79746 members 
Mstep: Class 19 contains 1397 members 
Mstep: Class 20 contains 25677 members 
Mstep: Class 21 contains 7037 members 
Mstep: Class 22 contains 133959 members 
Mstep: Class 23 contains 15392 members 
Mstep: Class 24 contains 115452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108871664.000000 Penalty: 53403.488281
Iteration 38Q: 25 clusters Score -1.088717e+08 nChanged 6704
Entering ConstructFrom: 
Score: -108871664.000000 Penalty: 53403.488281
Entering ConstructFrom: 
Trying to split cluster 1 (5862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Entering Unmasked Estep 
Score: -741077.937500 Penalty: 1409.889893
	Iteration 0F: 2 clusters Score -741077.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -736486.437500 Penalty: 2819.779785
	Iteration 0F: 3 clusters Score -736486.4 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -737829.000000 Penalty: 2819.779785
	Iteration 1F: 3 clusters Score -737829 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -738006.187500 Penalty: 2819.779785
	Iteration 2F: 3 clusters Score -738006.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -738176.312500 Penalty: 2819.779785
	Iteration 3F: 3 clusters Score -738176.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -738331.875000 Penalty: 2819.779785
	Iteration 4Q: 3 clusters Score -738331.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -738487.437500 Penalty: 2819.779785
	Iteration 5Q: 3 clusters Score -738487.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -738625.062500 Penalty: 2819.779785
	Iteration 6Q: 3 clusters Score -738625.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -738766.250000 Penalty: 2819.779785
	Iteration 7Q: 3 clusters Score -738766.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -738891.750000 Penalty: 2819.779785
	Iteration 8Q: 3 clusters Score -738891.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -738992.687500 Penalty: 2819.779785
	Iteration 9Q: 3 clusters Score -738992.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -739100.750000 Penalty: 2819.779785
	Iteration 10Q: 3 clusters Score -739100.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -739202.125000 Penalty: 2819.779785
	Iteration 11Q: 3 clusters Score -739202.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -739303.437500 Penalty: 2819.779785
	Iteration 12Q: 3 clusters Score -739303.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -739416.375000 Penalty: 2819.779785
	Iteration 13Q: 3 clusters Score -739416.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -739513.562500 Penalty: 2819.779785
	Iteration 14Q: 3 clusters Score -739513.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -739600.937500 Penalty: 2819.779785
	Iteration 15Q: 3 clusters Score -739600.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -739673.000000 Penalty: 2819.779785
	Iteration 16Q: 3 clusters Score -739673 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -739733.312500 Penalty: 2819.779785
	Iteration 17Q: 3 clusters Score -739733.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -739776.812500 Penalty: 2819.779785
	Iteration 18Q: 3 clusters Score -739776.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -739814.750000 Penalty: 2819.779785
	Iteration 19Q: 3 clusters Score -739814.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -739852.125000 Penalty: 2819.779785
	Iteration 20F: 3 clusters Score -739852.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -739884.687500 Penalty: 2819.779785
	Iteration 21Q: 3 clusters Score -739884.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -739917.000000 Penalty: 2819.779785
	Iteration 22Q: 3 clusters Score -739917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -739948.437500 Penalty: 2819.779785
	Iteration 23Q: 3 clusters Score -739948.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -739969.437500 Penalty: 2819.779785
	Iteration 24Q: 3 clusters Score -739969.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -739981.000000 Penalty: 2819.779785
	Iteration 25Q: 3 clusters Score -739981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -739987.875000 Penalty: 2819.779785
	Iteration 26Q: 3 clusters Score -739987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -739991.625000 Penalty: 2819.779785
	Iteration 27Q: 3 clusters Score -739991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -739995.062500 Penalty: 2819.779785
	Iteration 28Q: 3 clusters Score -739995.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -739997.062500 Penalty: 2819.779785
	Iteration 29Q: 3 clusters Score -739997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -740001.500000 Penalty: 2819.779785
	Iteration 30Q: 3 clusters Score -740001.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -740004.062500 Penalty: 2819.779785
	Iteration 31Q: 3 clusters Score -740004.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -740007.437500 Penalty: 2819.779785
	Iteration 32Q: 3 clusters Score -740007.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -740007.500000 Penalty: 2819.779785
	Iteration 33Q: 3 clusters Score -740007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -740007.500000 Penalty: 2819.779785
	Iteration 34F: 3 clusters Score -740007.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (140733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140733 members 
Entering Unmasked Estep 
Score: -17844200.000000 Penalty: 1926.375732
	Iteration 0F: 2 clusters Score -1.78442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -17763838.000000 Penalty: 3852.751465
	Iteration 0F: 3 clusters Score -1.776384e+07 nChanged 67837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 67632 members 
Entering Unmasked Estep 
Score: -17804346.000000 Penalty: 3852.751465
	Iteration 1F: 3 clusters Score -1.780435e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 65794 members 
Entering Unmasked Estep 
Score: -17805684.000000 Penalty: 3852.751465
	Iteration 2Q: 3 clusters Score -1.780568e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -17807600.000000 Penalty: 3852.751465
	Iteration 3Q: 3 clusters Score -1.78076e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81614 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
Score: -17810538.000000 Penalty: 3852.751465
	Iteration 4F: 3 clusters Score -1.781054e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -17814530.000000 Penalty: 3852.751465
	Iteration 5F: 3 clusters Score -1.781453e+07 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92715 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -17819232.000000 Penalty: 3852.751465
	Iteration 6F: 3 clusters Score -1.781923e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98772 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -17823964.000000 Penalty: 3852.751465
	Iteration 7F: 3 clusters Score -1.782396e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104587 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -17828604.000000 Penalty: 3852.751465
	Iteration 8F: 3 clusters Score -1.78286e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109963 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -17833134.000000 Penalty: 3852.751465
	Iteration 9Q: 3 clusters Score -1.783313e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114969 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -17838118.000000 Penalty: 3852.751465
	Iteration 10Q: 3 clusters Score -1.783812e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120346 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -17840946.000000 Penalty: 3852.751465
	Iteration 11Q: 3 clusters Score -1.784095e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125721 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -17842382.000000 Penalty: 3852.751465
	Iteration 12Q: 3 clusters Score -1.784238e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130224 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -17843502.000000 Penalty: 3852.751465
	Iteration 13Q: 3 clusters Score -1.78435e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133561 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -17843838.000000 Penalty: 3852.751465
	Iteration 14Q: 3 clusters Score -1.784384e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136061 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -17843780.000000 Penalty: 3852.751465
	Iteration 15Q: 3 clusters Score -1.784378e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137858 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -17843466.000000 Penalty: 3852.751465
	Iteration 16Q: 3 clusters Score -1.784347e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139006 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -17843194.000000 Penalty: 3852.751465
	Iteration 17Q: 3 clusters Score -1.784319e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139703 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -17842950.000000 Penalty: 3852.751465
	Iteration 18Q: 3 clusters Score -1.784295e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140041 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -17842820.000000 Penalty: 3852.751465
	Iteration 19Q: 3 clusters Score -1.784282e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140220 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -17842750.000000 Penalty: 3852.751465
	Iteration 20F: 3 clusters Score -1.784275e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140323 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -17842740.000000 Penalty: 3852.751465
	Iteration 21Q: 3 clusters Score -1.784274e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140361 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -17842740.000000 Penalty: 3852.751465
	Iteration 22Q: 3 clusters Score -1.784274e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140382 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -17842760.000000 Penalty: 3852.751465
	Iteration 23Q: 3 clusters Score -1.784276e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140402 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -17842778.000000 Penalty: 3852.751465
	Iteration 24Q: 3 clusters Score -1.784278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140412 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -17842786.000000 Penalty: 3852.751465
	Iteration 25Q: 3 clusters Score -1.784279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140426 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -17842784.000000 Penalty: 3852.751465
	Iteration 26Q: 3 clusters Score -1.784278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140430 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17842782.000000 Penalty: 3852.751465
	Iteration 27Q: 3 clusters Score -1.784278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140433 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -17842778.000000 Penalty: 3852.751465
	Iteration 28Q: 3 clusters Score -1.784278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140440 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17842796.000000 Penalty: 3852.751465
	Iteration 29Q: 3 clusters Score -1.78428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140446 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17842792.000000 Penalty: 3852.751465
	Iteration 30Q: 3 clusters Score -1.784279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140451 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -17842798.000000 Penalty: 3852.751465
	Iteration 31Q: 3 clusters Score -1.78428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140453 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -17842794.000000 Penalty: 3852.751465
	Iteration 32Q: 3 clusters Score -1.784279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140454 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -17842792.000000 Penalty: 3852.751465
	Iteration 33Q: 3 clusters Score -1.784279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140454 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -17842792.000000 Penalty: 3852.751465
	Iteration 34F: 3 clusters Score -1.784279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Entering Unmasked Estep 
Score: -1153276.875000 Penalty: 1505.303589
	Iteration 0F: 2 clusters Score -1153277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1145862.125000 Penalty: 3010.607178
	Iteration 0F: 3 clusters Score -1145862 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1149141.375000 Penalty: 3010.607178
	Iteration 1F: 3 clusters Score -1149141 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1150378.000000 Penalty: 3010.607178
	Iteration 2F: 3 clusters Score -1150378 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1151620.875000 Penalty: 3010.607178
	Iteration 3F: 3 clusters Score -1151621 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1152803.500000 Penalty: 3010.607178
	Iteration 4F: 3 clusters Score -1152804 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1153715.000000 Penalty: 3010.607178
	Iteration 5F: 3 clusters Score -1153715 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1154599.500000 Penalty: 3010.607178
	Iteration 6F: 3 clusters Score -1154600 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1155568.750000 Penalty: 3010.607178
	Iteration 7F: 3 clusters Score -1155569 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1156206.500000 Penalty: 3010.607178
	Iteration 8F: 3 clusters Score -1156206 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1156538.625000 Penalty: 3010.607178
	Iteration 9Q: 3 clusters Score -1156539 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1156710.625000 Penalty: 3010.607178
	Iteration 10Q: 3 clusters Score -1156711 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1156800.625000 Penalty: 3010.607178
	Iteration 11Q: 3 clusters Score -1156801 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1156850.250000 Penalty: 3010.607178
	Iteration 12Q: 3 clusters Score -1156850 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1156880.500000 Penalty: 3010.607178
	Iteration 13Q: 3 clusters Score -1156880 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1156904.250000 Penalty: 3010.607178
	Iteration 14Q: 3 clusters Score -1156904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1156930.625000 Penalty: 3010.607178
	Iteration 15Q: 3 clusters Score -1156931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1156944.000000 Penalty: 3010.607178
	Iteration 16Q: 3 clusters Score -1156944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1156959.625000 Penalty: 3010.607178
	Iteration 17Q: 3 clusters Score -1156960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1156979.250000 Penalty: 3010.607178
	Iteration 18Q: 3 clusters Score -1156979 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1156998.125000 Penalty: 3010.607178
	Iteration 19Q: 3 clusters Score -1156998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1157017.000000 Penalty: 3010.607178
	Iteration 20F: 3 clusters Score -1157017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1157034.250000 Penalty: 3010.607178
	Iteration 21Q: 3 clusters Score -1157034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1157037.250000 Penalty: 3010.607178
	Iteration 22Q: 3 clusters Score -1157037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1157044.250000 Penalty: 3010.607178
	Iteration 23Q: 3 clusters Score -1157044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1157046.000000 Penalty: 3010.607178
	Iteration 24Q: 3 clusters Score -1157046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1157055.625000 Penalty: 3010.607178
	Iteration 25Q: 3 clusters Score -1157056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1157062.375000 Penalty: 3010.607178
	Iteration 26Q: 3 clusters Score -1157062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1157074.375000 Penalty: 3010.607178
	Iteration 27Q: 3 clusters Score -1157074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1157080.875000 Penalty: 3010.607178
	Iteration 28Q: 3 clusters Score -1157081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1157090.375000 Penalty: 3010.607178
	Iteration 29Q: 3 clusters Score -1157090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1157095.875000 Penalty: 3010.607178
	Iteration 30Q: 3 clusters Score -1157096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1157101.750000 Penalty: 3010.607178
	Iteration 31Q: 3 clusters Score -1157102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1157109.750000 Penalty: 3010.607178
	Iteration 32Q: 3 clusters Score -1157110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1157119.250000 Penalty: 3010.607178
	Iteration 33Q: 3 clusters Score -1157119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1157127.000000 Penalty: 3010.607178
	Iteration 34Q: 3 clusters Score -1157127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1157129.500000 Penalty: 3010.607178
	Iteration 35Q: 3 clusters Score -1157130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1157138.375000 Penalty: 3010.607178
	Iteration 36Q: 3 clusters Score -1157138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1157147.625000 Penalty: 3010.607178
	Iteration 37Q: 3 clusters Score -1157148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1157155.000000 Penalty: 3010.607178
	Iteration 38Q: 3 clusters Score -1157155 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1157173.250000 Penalty: 3010.607178
	Iteration 39Q: 3 clusters Score -1157173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1157196.250000 Penalty: 3010.607178
	Iteration 40F: 3 clusters Score -1157196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1157209.000000 Penalty: 3010.607178
	Iteration 41Q: 3 clusters Score -1157209 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1157226.000000 Penalty: 3010.607178
	Iteration 42Q: 3 clusters Score -1157226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1157235.750000 Penalty: 3010.607178
	Iteration 43Q: 3 clusters Score -1157236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1157244.625000 Penalty: 3010.607178
	Iteration 44Q: 3 clusters Score -1157245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1157251.125000 Penalty: 3010.607178
	Iteration 45Q: 3 clusters Score -1157251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1157256.500000 Penalty: 3010.607178
	Iteration 46Q: 3 clusters Score -1157256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1157263.250000 Penalty: 3010.607178
	Iteration 47Q: 3 clusters Score -1157263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1157269.875000 Penalty: 3010.607178
	Iteration 48Q: 3 clusters Score -1157270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1157272.750000 Penalty: 3010.607178
	Iteration 49Q: 3 clusters Score -1157273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1157276.000000 Penalty: 3010.607178
	Iteration 50Q: 3 clusters Score -1157276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1157285.625000 Penalty: 3010.607178
	Iteration 51Q: 3 clusters Score -1157286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1157286.625000 Penalty: 3010.607178
	Iteration 52Q: 3 clusters Score -1157287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1157289.750000 Penalty: 3010.607178
	Iteration 53Q: 3 clusters Score -1157290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1157291.125000 Penalty: 3010.607178
	Iteration 54Q: 3 clusters Score -1157291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1157293.000000 Penalty: 3010.607178
	Iteration 55Q: 3 clusters Score -1157293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1157295.875000 Penalty: 3010.607178
	Iteration 56Q: 3 clusters Score -1157296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1157300.250000 Penalty: 3010.607178
	Iteration 57Q: 3 clusters Score -1157300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1157299.500000 Penalty: 3010.607178
	Iteration 58Q: 3 clusters Score -1157300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1157300.250000 Penalty: 3010.607178
	Iteration 59Q: 3 clusters Score -1157300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1157302.875000 Penalty: 3010.607178
	Iteration 60F: 3 clusters Score -1157303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1157304.750000 Penalty: 3010.607178
	Iteration 61Q: 3 clusters Score -1157305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1157311.250000 Penalty: 3010.607178
	Iteration 62Q: 3 clusters Score -1157311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1157310.000000 Penalty: 3010.607178
	Iteration 63Q: 3 clusters Score -1157310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1157314.250000 Penalty: 3010.607178
	Iteration 64Q: 3 clusters Score -1157314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1157316.750000 Penalty: 3010.607178
	Iteration 65Q: 3 clusters Score -1157317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1157319.375000 Penalty: 3010.607178
	Iteration 66Q: 3 clusters Score -1157319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1157320.750000 Penalty: 3010.607178
	Iteration 67Q: 3 clusters Score -1157321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1157320.250000 Penalty: 3010.607178
	Iteration 68Q: 3 clusters Score -1157320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1157319.500000 Penalty: 3010.607178
	Iteration 69Q: 3 clusters Score -1157320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1157319.500000 Penalty: 3010.607178
	Iteration 70F: 3 clusters Score -1157320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 140733 members 
Mstep: Class 3 contains 6780 members 
Mstep: Class 4 contains 33264 members 
Mstep: Class 5 contains 368 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 26644 members 
Mstep: Class 8 contains 92593 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 42321 members 
Mstep: Class 11 contains 39662 members 
Mstep: Class 12 contains 9255 members 
Mstep: Class 13 contains 24284 members 
Mstep: Class 14 contains 16119 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 16 contains 7823 members 
Mstep: Class 17 contains 19158 members 
Mstep: Class 18 contains 79299 members 
Mstep: Class 19 contains 1398 members 
Mstep: Class 20 contains 25783 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 133444 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 115123 members 
Mstep: Class 25 contains 3765 members 
Entering Unmasked Estep 
Score: -108876264.000000 Penalty: 55628.632812
Splitting cluster 3 changes total score from -108871664.000000 to -108876264.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 4 (33264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Entering Unmasked Estep 
Score: -3981105.000000 Penalty: 1691.987549
	Iteration 0F: 2 clusters Score -3981105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3958670.000000 Penalty: 3383.975098
	Iteration 0F: 3 clusters Score -3958670 nChanged 15443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -3967296.250000 Penalty: 3383.975098
	Iteration 1F: 3 clusters Score -3967296 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3967781.250000 Penalty: 3383.975098
	Iteration 2Q: 3 clusters Score -3967781 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3968274.500000 Penalty: 3383.975098
	Iteration 3Q: 3 clusters Score -3968274 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -3968766.250000 Penalty: 3383.975098
	Iteration 4Q: 3 clusters Score -3968766 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3969270.500000 Penalty: 3383.975098
	Iteration 5Q: 3 clusters Score -3969270 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -3969800.000000 Penalty: 3383.975098
	Iteration 6Q: 3 clusters Score -3969800 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -3970397.250000 Penalty: 3383.975098
	Iteration 7Q: 3 clusters Score -3970397 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -3971076.750000 Penalty: 3383.975098
	Iteration 8Q: 3 clusters Score -3971077 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3971895.500000 Penalty: 3383.975098
	Iteration 9Q: 3 clusters Score -3971896 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -3972944.500000 Penalty: 3383.975098
	Iteration 10F: 3 clusters Score -3972944 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -3974091.250000 Penalty: 3383.975098
	Iteration 11F: 3 clusters Score -3974091 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3975257.000000 Penalty: 3383.975098
	Iteration 12F: 3 clusters Score -3975257 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -3976257.000000 Penalty: 3383.975098
	Iteration 13Q: 3 clusters Score -3976257 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3977031.000000 Penalty: 3383.975098
	Iteration 14Q: 3 clusters Score -3977031 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3977551.750000 Penalty: 3383.975098
	Iteration 15Q: 3 clusters Score -3977552 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3977884.750000 Penalty: 3383.975098
	Iteration 16Q: 3 clusters Score -3977885 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -3978097.000000 Penalty: 3383.975098
	Iteration 17Q: 3 clusters Score -3978097 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3978243.000000 Penalty: 3383.975098
	Iteration 18Q: 3 clusters Score -3978243 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -3978335.750000 Penalty: 3383.975098
	Iteration 19Q: 3 clusters Score -3978336 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3978425.000000 Penalty: 3383.975098
	Iteration 20F: 3 clusters Score -3978425 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -3978496.000000 Penalty: 3383.975098
	Iteration 21Q: 3 clusters Score -3978496 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3978553.500000 Penalty: 3383.975098
	Iteration 22Q: 3 clusters Score -3978554 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3978606.000000 Penalty: 3383.975098
	Iteration 23Q: 3 clusters Score -3978606 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3978662.500000 Penalty: 3383.975098
	Iteration 24Q: 3 clusters Score -3978662 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3978733.500000 Penalty: 3383.975098
	Iteration 25Q: 3 clusters Score -3978734 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3978764.000000 Penalty: 3383.975098
	Iteration 26Q: 3 clusters Score -3978764 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3978852.500000 Penalty: 3383.975098
	Iteration 27Q: 3 clusters Score -3978852 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3978894.750000 Penalty: 3383.975098
	Iteration 28Q: 3 clusters Score -3978895 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -3978959.500000 Penalty: 3383.975098
	Iteration 29Q: 3 clusters Score -3978960 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3979059.250000 Penalty: 3383.975098
	Iteration 30Q: 3 clusters Score -3979059 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3979127.250000 Penalty: 3383.975098
	Iteration 31Q: 3 clusters Score -3979127 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -3979209.000000 Penalty: 3383.975098
	Iteration 32Q: 3 clusters Score -3979209 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3979266.750000 Penalty: 3383.975098
	Iteration 33Q: 3 clusters Score -3979267 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3979333.500000 Penalty: 3383.975098
	Iteration 34Q: 3 clusters Score -3979334 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -3979382.250000 Penalty: 3383.975098
	Iteration 35Q: 3 clusters Score -3979382 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -3979438.000000 Penalty: 3383.975098
	Iteration 36Q: 3 clusters Score -3979438 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -3979470.500000 Penalty: 3383.975098
	Iteration 37Q: 3 clusters Score -3979470 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -3979509.250000 Penalty: 3383.975098
	Iteration 38Q: 3 clusters Score -3979509 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -3979541.000000 Penalty: 3383.975098
	Iteration 39Q: 3 clusters Score -3979541 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -3979585.750000 Penalty: 3383.975098
	Iteration 40F: 3 clusters Score -3979586 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -3979641.750000 Penalty: 3383.975098
	Iteration 41Q: 3 clusters Score -3979642 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -3979664.750000 Penalty: 3383.975098
	Iteration 42Q: 3 clusters Score -3979665 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -3979691.250000 Penalty: 3383.975098
	Iteration 43Q: 3 clusters Score -3979691 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -3979721.000000 Penalty: 3383.975098
	Iteration 44Q: 3 clusters Score -3979721 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -3979759.000000 Penalty: 3383.975098
	Iteration 45Q: 3 clusters Score -3979759 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -3979783.250000 Penalty: 3383.975098
	Iteration 46Q: 3 clusters Score -3979783 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3979813.000000 Penalty: 3383.975098
	Iteration 47Q: 3 clusters Score -3979813 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -3979827.750000 Penalty: 3383.975098
	Iteration 48Q: 3 clusters Score -3979828 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -3979852.000000 Penalty: 3383.975098
	Iteration 49Q: 3 clusters Score -3979852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -3979860.000000 Penalty: 3383.975098
	Iteration 50Q: 3 clusters Score -3979860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -3979870.250000 Penalty: 3383.975098
	Iteration 51Q: 3 clusters Score -3979870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -3979889.750000 Penalty: 3383.975098
	Iteration 52Q: 3 clusters Score -3979890 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -3979900.000000 Penalty: 3383.975098
	Iteration 53Q: 3 clusters Score -3979900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -3979925.250000 Penalty: 3383.975098
	Iteration 54Q: 3 clusters Score -3979925 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -3979930.500000 Penalty: 3383.975098
	Iteration 55Q: 3 clusters Score -3979930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -3979948.500000 Penalty: 3383.975098
	Iteration 56Q: 3 clusters Score -3979948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -3979954.000000 Penalty: 3383.975098
	Iteration 57Q: 3 clusters Score -3979954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -3979962.750000 Penalty: 3383.975098
	Iteration 58Q: 3 clusters Score -3979963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -3979966.500000 Penalty: 3383.975098
	Iteration 59Q: 3 clusters Score -3979966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -3979968.500000 Penalty: 3383.975098
	Iteration 60F: 3 clusters Score -3979968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -3979966.250000 Penalty: 3383.975098
	Iteration 61Q: 3 clusters Score -3979966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -3979975.250000 Penalty: 3383.975098
	Iteration 62Q: 3 clusters Score -3979975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -3979979.750000 Penalty: 3383.975098
	Iteration 63Q: 3 clusters Score -3979980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -3979987.000000 Penalty: 3383.975098
	Iteration 64Q: 3 clusters Score -3979987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -3979979.000000 Penalty: 3383.975098
	Iteration 65Q: 3 clusters Score -3979979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -3979984.000000 Penalty: 3383.975098
	Iteration 66Q: 3 clusters Score -3979984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -3979981.750000 Penalty: 3383.975098
	Iteration 67Q: 3 clusters Score -3979982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -3979992.000000 Penalty: 3383.975098
	Iteration 68Q: 3 clusters Score -3979992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -3979996.250000 Penalty: 3383.975098
	Iteration 69Q: 3 clusters Score -3979996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -3980008.500000 Penalty: 3383.975098
	Iteration 70Q: 3 clusters Score -3980008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -3980008.750000 Penalty: 3383.975098
	Iteration 71Q: 3 clusters Score -3980009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -3980013.000000 Penalty: 3383.975098
	Iteration 72Q: 3 clusters Score -3980013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -3980009.250000 Penalty: 3383.975098
	Iteration 73Q: 3 clusters Score -3980009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3980014.250000 Penalty: 3383.975098
	Iteration 74Q: 3 clusters Score -3980014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -3980020.500000 Penalty: 3383.975098
	Iteration 75Q: 3 clusters Score -3980020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -3980017.500000 Penalty: 3383.975098
	Iteration 76Q: 3 clusters Score -3980018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -3980027.750000 Penalty: 3383.975098
	Iteration 77Q: 3 clusters Score -3980028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -3980028.500000 Penalty: 3383.975098
	Iteration 78Q: 3 clusters Score -3980028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -3980029.500000 Penalty: 3383.975098
	Iteration 79Q: 3 clusters Score -3980030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -3980032.000000 Penalty: 3383.975098
	Iteration 80F: 3 clusters Score -3980032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -3980029.750000 Penalty: 3383.975098
	Iteration 81Q: 3 clusters Score -3980030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -3980032.250000 Penalty: 3383.975098
	Iteration 82Q: 3 clusters Score -3980032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -3980030.000000 Penalty: 3383.975098
	Iteration 83Q: 3 clusters Score -3980030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -3980028.500000 Penalty: 3383.975098
	Iteration 84Q: 3 clusters Score -3980028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -3980028.000000 Penalty: 3383.975098
	Iteration 85Q: 3 clusters Score -3980028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -3980024.500000 Penalty: 3383.975098
	Iteration 86Q: 3 clusters Score -3980024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -3980026.000000 Penalty: 3383.975098
	Iteration 87Q: 3 clusters Score -3980026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -3980023.750000 Penalty: 3383.975098
	Iteration 88Q: 3 clusters Score -3980024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -3980024.500000 Penalty: 3383.975098
	Iteration 89Q: 3 clusters Score -3980024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -3980032.500000 Penalty: 3383.975098
	Iteration 90Q: 3 clusters Score -3980032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -3980033.750000 Penalty: 3383.975098
	Iteration 91Q: 3 clusters Score -3980034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -3980033.500000 Penalty: 3383.975098
	Iteration 92Q: 3 clusters Score -3980034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -3980039.000000 Penalty: 3383.975098
	Iteration 93Q: 3 clusters Score -3980039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -3980040.500000 Penalty: 3383.975098
	Iteration 94Q: 3 clusters Score -3980040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -3980036.000000 Penalty: 3383.975098
	Iteration 95Q: 3 clusters Score -3980036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -3980041.250000 Penalty: 3383.975098
	Iteration 96Q: 3 clusters Score -3980041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -3980043.500000 Penalty: 3383.975098
	Iteration 97Q: 3 clusters Score -3980044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -3980044.500000 Penalty: 3383.975098
	Iteration 98Q: 3 clusters Score -3980044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -3980043.000000 Penalty: 3383.975098
	Iteration 99Q: 3 clusters Score -3980043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -3980043.000000 Penalty: 3383.975098
	Iteration 100F: 3 clusters Score -3980043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -29993.628906 Penalty: 960.063477
	Iteration 0F: 2 clusters Score -29993.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29368.123047 Penalty: 1920.126953
	Iteration 0F: 3 clusters Score -29368.12 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30328.980469 Penalty: 1920.126953
	Iteration 1F: 3 clusters Score -30328.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30697.291016 Penalty: 1920.126953
	Iteration 2F: 3 clusters Score -30697.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30877.386719 Penalty: 1920.126953
	Iteration 3Q: 3 clusters Score -30877.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31007.941406 Penalty: 1920.126953
	Iteration 4Q: 3 clusters Score -31007.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31014.615234 Penalty: 1920.126953
	Iteration 5Q: 3 clusters Score -31014.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31018.738281 Penalty: 1920.126953
	Iteration 6Q: 3 clusters Score -31018.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31018.738281 Penalty: 1920.126953
	Iteration 7F: 3 clusters Score -31018.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 140733 members 
Mstep: Class 3 contains 6780 members 
Mstep: Class 4 contains 33264 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 26644 members 
Mstep: Class 8 contains 92593 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 42321 members 
Mstep: Class 11 contains 39662 members 
Mstep: Class 12 contains 9255 members 
Mstep: Class 13 contains 24284 members 
Mstep: Class 14 contains 16119 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 16 contains 7823 members 
Mstep: Class 17 contains 19158 members 
Mstep: Class 18 contains 79299 members 
Mstep: Class 19 contains 1398 members 
Mstep: Class 20 contains 25783 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 133444 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 115123 members 
Mstep: Class 25 contains 3765 members 
Mstep: Class 26 contains 236 members 
Entering Unmasked Estep 
Score: -108876032.000000 Penalty: 57853.777344
Splitting cluster 5 changes total score from -108871664.000000 to -108876032.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (18761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Entering Unmasked Estep 
Score: -2229004.500000 Penalty: 1598.924561
	Iteration 0F: 2 clusters Score -2229004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2216156.000000 Penalty: 3197.849121
	Iteration 0F: 3 clusters Score -2216156 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2220724.000000 Penalty: 3197.849121
	Iteration 1F: 3 clusters Score -2220724 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2221071.250000 Penalty: 3197.849121
	Iteration 2F: 3 clusters Score -2221071 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2221399.500000 Penalty: 3197.849121
	Iteration 3Q: 3 clusters Score -2221400 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2221675.750000 Penalty: 3197.849121
	Iteration 4Q: 3 clusters Score -2221676 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2221927.250000 Penalty: 3197.849121
	Iteration 5Q: 3 clusters Score -2221927 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2222194.250000 Penalty: 3197.849121
	Iteration 6Q: 3 clusters Score -2222194 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2222520.000000 Penalty: 3197.849121
	Iteration 7Q: 3 clusters Score -2222520 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2222916.250000 Penalty: 3197.849121
	Iteration 8Q: 3 clusters Score -2222916 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2223457.750000 Penalty: 3197.849121
	Iteration 9Q: 3 clusters Score -2223458 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2224181.000000 Penalty: 3197.849121
	Iteration 10F: 3 clusters Score -2224181 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2224916.250000 Penalty: 3197.849121
	Iteration 11F: 3 clusters Score -2224916 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2225543.750000 Penalty: 3197.849121
	Iteration 12Q: 3 clusters Score -2225544 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2226112.500000 Penalty: 3197.849121
	Iteration 13Q: 3 clusters Score -2226112 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2226568.250000 Penalty: 3197.849121
	Iteration 14Q: 3 clusters Score -2226568 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2226887.750000 Penalty: 3197.849121
	Iteration 15Q: 3 clusters Score -2226888 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2227079.500000 Penalty: 3197.849121
	Iteration 16Q: 3 clusters Score -2227080 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2227207.750000 Penalty: 3197.849121
	Iteration 17Q: 3 clusters Score -2227208 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2227293.750000 Penalty: 3197.849121
	Iteration 18Q: 3 clusters Score -2227294 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2227373.250000 Penalty: 3197.849121
	Iteration 19Q: 3 clusters Score -2227373 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2227434.750000 Penalty: 3197.849121
	Iteration 20F: 3 clusters Score -2227435 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2227486.250000 Penalty: 3197.849121
	Iteration 21Q: 3 clusters Score -2227486 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2227521.500000 Penalty: 3197.849121
	Iteration 22Q: 3 clusters Score -2227522 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2227558.250000 Penalty: 3197.849121
	Iteration 23Q: 3 clusters Score -2227558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2227590.500000 Penalty: 3197.849121
	Iteration 24Q: 3 clusters Score -2227590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2227610.250000 Penalty: 3197.849121
	Iteration 25Q: 3 clusters Score -2227610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2227624.250000 Penalty: 3197.849121
	Iteration 26Q: 3 clusters Score -2227624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2227640.250000 Penalty: 3197.849121
	Iteration 27Q: 3 clusters Score -2227640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2227655.750000 Penalty: 3197.849121
	Iteration 28Q: 3 clusters Score -2227656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2227658.500000 Penalty: 3197.849121
	Iteration 29Q: 3 clusters Score -2227658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2227668.000000 Penalty: 3197.849121
	Iteration 30Q: 3 clusters Score -2227668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2227675.250000 Penalty: 3197.849121
	Iteration 31Q: 3 clusters Score -2227675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2227676.750000 Penalty: 3197.849121
	Iteration 32Q: 3 clusters Score -2227677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2227684.750000 Penalty: 3197.849121
	Iteration 33Q: 3 clusters Score -2227685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2227693.250000 Penalty: 3197.849121
	Iteration 34Q: 3 clusters Score -2227693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2227701.000000 Penalty: 3197.849121
	Iteration 35Q: 3 clusters Score -2227701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2227698.500000 Penalty: 3197.849121
	Iteration 36Q: 3 clusters Score -2227698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2227703.750000 Penalty: 3197.849121
	Iteration 37Q: 3 clusters Score -2227704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2227704.000000 Penalty: 3197.849121
	Iteration 38Q: 3 clusters Score -2227704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2227706.250000 Penalty: 3197.849121
	Iteration 39Q: 3 clusters Score -2227706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2227709.250000 Penalty: 3197.849121
	Iteration 40F: 3 clusters Score -2227709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2227709.500000 Penalty: 3197.849121
	Iteration 41Q: 3 clusters Score -2227710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2227710.750000 Penalty: 3197.849121
	Iteration 42Q: 3 clusters Score -2227711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2227713.750000 Penalty: 3197.849121
	Iteration 43Q: 3 clusters Score -2227714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2227716.500000 Penalty: 3197.849121
	Iteration 44Q: 3 clusters Score -2227716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2227713.500000 Penalty: 3197.849121
	Iteration 45Q: 3 clusters Score -2227714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2227712.000000 Penalty: 3197.849121
	Iteration 46Q: 3 clusters Score -2227712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2227714.250000 Penalty: 3197.849121
	Iteration 47Q: 3 clusters Score -2227714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2227713.000000 Penalty: 3197.849121
	Iteration 48Q: 3 clusters Score -2227713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2227715.250000 Penalty: 3197.849121
	Iteration 49Q: 3 clusters Score -2227715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2227719.000000 Penalty: 3197.849121
	Iteration 50Q: 3 clusters Score -2227719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2227717.750000 Penalty: 3197.849121
	Iteration 51Q: 3 clusters Score -2227718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2227717.750000 Penalty: 3197.849121
	Iteration 52F: 3 clusters Score -2227718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Entering Unmasked Estep 
Score: -3348700.000000 Penalty: 1655.926880
	Iteration 0F: 2 clusters Score -3348700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3330729.500000 Penalty: 3311.853760
	Iteration 0F: 3 clusters Score -3330730 nChanged 12219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3337779.500000 Penalty: 3311.853760
	Iteration 1F: 3 clusters Score -3337780 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -3338679.250000 Penalty: 3311.853760
	Iteration 2F: 3 clusters Score -3338679 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -3339686.500000 Penalty: 3311.853760
	Iteration 3F: 3 clusters Score -3339686 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -3340755.500000 Penalty: 3311.853760
	Iteration 4F: 3 clusters Score -3340756 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3341811.750000 Penalty: 3311.853760
	Iteration 5F: 3 clusters Score -3341812 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -3342986.250000 Penalty: 3311.853760
	Iteration 6F: 3 clusters Score -3342986 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3344225.750000 Penalty: 3311.853760
	Iteration 7F: 3 clusters Score -3344226 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3345250.000000 Penalty: 3311.853760
	Iteration 8F: 3 clusters Score -3345250 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -3345956.000000 Penalty: 3311.853760
	Iteration 9Q: 3 clusters Score -3345956 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -3346512.750000 Penalty: 3311.853760
	Iteration 10Q: 3 clusters Score -3346513 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3346882.250000 Penalty: 3311.853760
	Iteration 11Q: 3 clusters Score -3346882 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -3347211.750000 Penalty: 3311.853760
	Iteration 12Q: 3 clusters Score -3347212 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3347531.000000 Penalty: 3311.853760
	Iteration 13Q: 3 clusters Score -3347531 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -3347825.250000 Penalty: 3311.853760
	Iteration 14Q: 3 clusters Score -3347825 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -3348155.250000 Penalty: 3311.853760
	Iteration 15Q: 3 clusters Score -3348155 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3348489.500000 Penalty: 3311.853760
	Iteration 16Q: 3 clusters Score -3348490 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3348795.500000 Penalty: 3311.853760
	Iteration 17Q: 3 clusters Score -3348796 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3349086.000000 Penalty: 3311.853760
	Iteration 18Q: 3 clusters Score -3349086 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3349342.750000 Penalty: 3311.853760
	Iteration 19Q: 3 clusters Score -3349343 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3349588.500000 Penalty: 3311.853760
	Iteration 20F: 3 clusters Score -3349588 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3349756.500000 Penalty: 3311.853760
	Iteration 21Q: 3 clusters Score -3349756 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3349894.750000 Penalty: 3311.853760
	Iteration 22Q: 3 clusters Score -3349895 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3349984.000000 Penalty: 3311.853760
	Iteration 23Q: 3 clusters Score -3349984 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3350040.250000 Penalty: 3311.853760
	Iteration 24Q: 3 clusters Score -3350040 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -3350089.750000 Penalty: 3311.853760
	Iteration 25Q: 3 clusters Score -3350090 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3350103.750000 Penalty: 3311.853760
	Iteration 26Q: 3 clusters Score -3350104 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3350128.250000 Penalty: 3311.853760
	Iteration 27Q: 3 clusters Score -3350128 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3350130.000000 Penalty: 3311.853760
	Iteration 28Q: 3 clusters Score -3350130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -3350132.500000 Penalty: 3311.853760
	Iteration 29Q: 3 clusters Score -3350132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3350136.750000 Penalty: 3311.853760
	Iteration 30Q: 3 clusters Score -3350137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -3350135.500000 Penalty: 3311.853760
	Iteration 31Q: 3 clusters Score -3350136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -3350139.250000 Penalty: 3311.853760
	Iteration 32Q: 3 clusters Score -3350139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3350132.000000 Penalty: 3311.853760
	Iteration 33Q: 3 clusters Score -3350132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -3350133.250000 Penalty: 3311.853760
	Iteration 34Q: 3 clusters Score -3350133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -3350137.750000 Penalty: 3311.853760
	Iteration 35Q: 3 clusters Score -3350138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3350137.000000 Penalty: 3311.853760
	Iteration 36Q: 3 clusters Score -3350137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3350141.500000 Penalty: 3311.853760
	Iteration 37Q: 3 clusters Score -3350142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -3350145.750000 Penalty: 3311.853760
	Iteration 38Q: 3 clusters Score -3350146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -3350141.500000 Penalty: 3311.853760
	Iteration 39Q: 3 clusters Score -3350142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3350141.500000 Penalty: 3311.853760
	Iteration 40F: 3 clusters Score -3350142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -3350139.750000 Penalty: 3311.853760
	Iteration 41Q: 3 clusters Score -3350140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3350139.250000 Penalty: 3311.853760
	Iteration 42Q: 3 clusters Score -3350139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3350143.500000 Penalty: 3311.853760
	Iteration 43Q: 3 clusters Score -3350144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3350141.750000 Penalty: 3311.853760
	Iteration 44Q: 3 clusters Score -3350142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3350142.500000 Penalty: 3311.853760
	Iteration 45Q: 3 clusters Score -3350142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3350143.000000 Penalty: 3311.853760
	Iteration 46Q: 3 clusters Score -3350143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -3350142.500000 Penalty: 3311.853760
	Iteration 47Q: 3 clusters Score -3350142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3350141.750000 Penalty: 3311.853760
	Iteration 48Q: 3 clusters Score -3350142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3350145.750000 Penalty: 3311.853760
	Iteration 49Q: 3 clusters Score -3350146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3350140.500000 Penalty: 3311.853760
	Iteration 50Q: 3 clusters Score -3350140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -3350143.000000 Penalty: 3311.853760
	Iteration 51Q: 3 clusters Score -3350143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3350142.500000 Penalty: 3311.853760
	Iteration 52Q: 3 clusters Score -3350142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3350142.500000 Penalty: 3311.853760
	Iteration 53F: 3 clusters Score -3350142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 140733 members 
Mstep: Class 3 contains 6780 members 
Mstep: Class 4 contains 33264 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 15219 members 
Mstep: Class 8 contains 92593 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 42321 members 
Mstep: Class 11 contains 39662 members 
Mstep: Class 12 contains 9255 members 
Mstep: Class 13 contains 24284 members 
Mstep: Class 14 contains 16119 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 16 contains 7823 members 
Mstep: Class 17 contains 19158 members 
Mstep: Class 18 contains 79299 members 
Mstep: Class 19 contains 1398 members 
Mstep: Class 20 contains 25783 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 133444 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 115123 members 
Mstep: Class 25 contains 3765 members 
Mstep: Class 26 contains 236 members 
Mstep: Class 27 contains 11425 members 
Entering Unmasked Estep 
Score: -108877048.000000 Penalty: 60078.925781
Splitting cluster 7 changes total score from -108871664.000000 to -108877048.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (92593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Entering Unmasked Estep 
Score: -11834076.000000 Penalty: 1858.344849
	Iteration 0F: 2 clusters Score -1.183408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -11772842.000000 Penalty: 3716.689697
	Iteration 0F: 3 clusters Score -1.177284e+07 nChanged 44527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -11798655.000000 Penalty: 3716.689697
	Iteration 1F: 3 clusters Score -1.179866e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -11799189.000000 Penalty: 3716.689697
	Iteration 2Q: 3 clusters Score -1.179919e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -11799961.000000 Penalty: 3716.689697
	Iteration 3Q: 3 clusters Score -1.179996e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -11800892.000000 Penalty: 3716.689697
	Iteration 4Q: 3 clusters Score -1.180089e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -11802233.000000 Penalty: 3716.689697
	Iteration 5Q: 3 clusters Score -1.180223e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -11804494.000000 Penalty: 3716.689697
	Iteration 6Q: 3 clusters Score -1.180449e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -11808271.000000 Penalty: 3716.689697
	Iteration 7F: 3 clusters Score -1.180827e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 69921 members 
Entering Unmasked Estep 
Score: -11813473.000000 Penalty: 3716.689697
	Iteration 8F: 3 clusters Score -1.181347e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 76566 members 
Entering Unmasked Estep 
Score: -11819329.000000 Penalty: 3716.689697
	Iteration 9F: 3 clusters Score -1.181933e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -11824358.000000 Penalty: 3716.689697
	Iteration 10F: 3 clusters Score -1.182436e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -11827798.000000 Penalty: 3716.689697
	Iteration 11Q: 3 clusters Score -1.18278e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 88759 members 
Entering Unmasked Estep 
Score: -11829804.000000 Penalty: 3716.689697
	Iteration 12Q: 3 clusters Score -1.18298e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 90254 members 
Entering Unmasked Estep 
Score: -11830935.000000 Penalty: 3716.689697
	Iteration 13Q: 3 clusters Score -1.183094e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 91125 members 
Entering Unmasked Estep 
Score: -11831536.000000 Penalty: 3716.689697
	Iteration 14Q: 3 clusters Score -1.183154e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 91613 members 
Entering Unmasked Estep 
Score: -11831911.000000 Penalty: 3716.689697
	Iteration 15Q: 3 clusters Score -1.183191e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -11832112.000000 Penalty: 3716.689697
	Iteration 16Q: 3 clusters Score -1.183211e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 92003 members 
Entering Unmasked Estep 
Score: -11832231.000000 Penalty: 3716.689697
	Iteration 17Q: 3 clusters Score -1.183223e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 92090 members 
Entering Unmasked Estep 
Score: -11832305.000000 Penalty: 3716.689697
	Iteration 18Q: 3 clusters Score -1.18323e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 92141 members 
Entering Unmasked Estep 
Score: -11832344.000000 Penalty: 3716.689697
	Iteration 19Q: 3 clusters Score -1.183234e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -11832368.000000 Penalty: 3716.689697
	Iteration 20F: 3 clusters Score -1.183237e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 92193 members 
Entering Unmasked Estep 
Score: -11832378.000000 Penalty: 3716.689697
	Iteration 21Q: 3 clusters Score -1.183238e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 92211 members 
Entering Unmasked Estep 
Score: -11832404.000000 Penalty: 3716.689697
	Iteration 22Q: 3 clusters Score -1.18324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 92220 members 
Entering Unmasked Estep 
Score: -11832423.000000 Penalty: 3716.689697
	Iteration 23Q: 3 clusters Score -1.183242e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 92238 members 
Entering Unmasked Estep 
Score: -11832461.000000 Penalty: 3716.689697
	Iteration 24Q: 3 clusters Score -1.183246e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -11832471.000000 Penalty: 3716.689697
	Iteration 25Q: 3 clusters Score -1.183247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 92265 members 
Entering Unmasked Estep 
Score: -11832482.000000 Penalty: 3716.689697
	Iteration 26Q: 3 clusters Score -1.183248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 92270 members 
Entering Unmasked Estep 
Score: -11832490.000000 Penalty: 3716.689697
	Iteration 27Q: 3 clusters Score -1.183249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 92279 members 
Entering Unmasked Estep 
Score: -11832502.000000 Penalty: 3716.689697
	Iteration 28Q: 3 clusters Score -1.18325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 92282 members 
Entering Unmasked Estep 
Score: -11832504.000000 Penalty: 3716.689697
	Iteration 29Q: 3 clusters Score -1.18325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 92288 members 
Entering Unmasked Estep 
Score: -11832523.000000 Penalty: 3716.689697
	Iteration 30Q: 3 clusters Score -1.183252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 92292 members 
Entering Unmasked Estep 
Score: -11832531.000000 Penalty: 3716.689697
	Iteration 31Q: 3 clusters Score -1.183253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 92293 members 
Entering Unmasked Estep 
Score: -11832536.000000 Penalty: 3716.689697
	Iteration 32Q: 3 clusters Score -1.183254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 92295 members 
Entering Unmasked Estep 
Score: -11832538.000000 Penalty: 3716.689697
	Iteration 33Q: 3 clusters Score -1.183254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 92294 members 
Entering Unmasked Estep 
Score: -11832534.000000 Penalty: 3716.689697
	Iteration 34Q: 3 clusters Score -1.183253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 92295 members 
Entering Unmasked Estep 
Score: -11832531.000000 Penalty: 3716.689697
	Iteration 35Q: 3 clusters Score -1.183253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 92296 members 
Entering Unmasked Estep 
Score: -11832539.000000 Penalty: 3716.689697
	Iteration 36Q: 3 clusters Score -1.183254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 92296 members 
Entering Unmasked Estep 
Score: -11832539.000000 Penalty: 3716.689697
	Iteration 37F: 3 clusters Score -1.183254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Entering Unmasked Estep 
Score: -2277878.500000 Penalty: 1598.638428
	Iteration 0F: 2 clusters Score -2277878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2265052.000000 Penalty: 3197.276855
	Iteration 0F: 3 clusters Score -2265052 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2269599.250000 Penalty: 3197.276855
	Iteration 1F: 3 clusters Score -2269599 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2269950.750000 Penalty: 3197.276855
	Iteration 2F: 3 clusters Score -2269951 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2270264.250000 Penalty: 3197.276855
	Iteration 3Q: 3 clusters Score -2270264 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2270598.750000 Penalty: 3197.276855
	Iteration 4Q: 3 clusters Score -2270599 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2270946.000000 Penalty: 3197.276855
	Iteration 5Q: 3 clusters Score -2270946 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2271354.000000 Penalty: 3197.276855
	Iteration 6Q: 3 clusters Score -2271354 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2271759.250000 Penalty: 3197.276855
	Iteration 7Q: 3 clusters Score -2271759 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2272215.750000 Penalty: 3197.276855
	Iteration 8Q: 3 clusters Score -2272216 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2272673.250000 Penalty: 3197.276855
	Iteration 9Q: 3 clusters Score -2272673 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2273127.250000 Penalty: 3197.276855
	Iteration 10Q: 3 clusters Score -2273127 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2273594.500000 Penalty: 3197.276855
	Iteration 11Q: 3 clusters Score -2273594 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2274015.750000 Penalty: 3197.276855
	Iteration 12Q: 3 clusters Score -2274016 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2274408.500000 Penalty: 3197.276855
	Iteration 13Q: 3 clusters Score -2274408 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2274770.750000 Penalty: 3197.276855
	Iteration 14Q: 3 clusters Score -2274771 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2275099.750000 Penalty: 3197.276855
	Iteration 15Q: 3 clusters Score -2275100 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2275361.000000 Penalty: 3197.276855
	Iteration 16Q: 3 clusters Score -2275361 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2275571.000000 Penalty: 3197.276855
	Iteration 17Q: 3 clusters Score -2275571 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2275729.000000 Penalty: 3197.276855
	Iteration 18Q: 3 clusters Score -2275729 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2275854.250000 Penalty: 3197.276855
	Iteration 19Q: 3 clusters Score -2275854 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2275956.250000 Penalty: 3197.276855
	Iteration 20F: 3 clusters Score -2275956 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2276066.000000 Penalty: 3197.276855
	Iteration 21Q: 3 clusters Score -2276066 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2276166.750000 Penalty: 3197.276855
	Iteration 22Q: 3 clusters Score -2276167 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2276243.500000 Penalty: 3197.276855
	Iteration 23Q: 3 clusters Score -2276244 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2276320.750000 Penalty: 3197.276855
	Iteration 24Q: 3 clusters Score -2276321 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2276399.250000 Penalty: 3197.276855
	Iteration 25Q: 3 clusters Score -2276399 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2276451.750000 Penalty: 3197.276855
	Iteration 26Q: 3 clusters Score -2276452 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2276502.750000 Penalty: 3197.276855
	Iteration 27Q: 3 clusters Score -2276503 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2276561.500000 Penalty: 3197.276855
	Iteration 28Q: 3 clusters Score -2276562 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2276607.000000 Penalty: 3197.276855
	Iteration 29Q: 3 clusters Score -2276607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2276632.750000 Penalty: 3197.276855
	Iteration 30Q: 3 clusters Score -2276633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2276658.000000 Penalty: 3197.276855
	Iteration 31Q: 3 clusters Score -2276658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2276679.500000 Penalty: 3197.276855
	Iteration 32Q: 3 clusters Score -2276680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2276688.250000 Penalty: 3197.276855
	Iteration 33Q: 3 clusters Score -2276688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2276690.500000 Penalty: 3197.276855
	Iteration 34Q: 3 clusters Score -2276690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2276699.250000 Penalty: 3197.276855
	Iteration 35Q: 3 clusters Score -2276699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2276703.250000 Penalty: 3197.276855
	Iteration 36Q: 3 clusters Score -2276703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2276704.250000 Penalty: 3197.276855
	Iteration 37Q: 3 clusters Score -2276704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2276706.000000 Penalty: 3197.276855
	Iteration 38Q: 3 clusters Score -2276706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2276710.750000 Penalty: 3197.276855
	Iteration 39Q: 3 clusters Score -2276711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2276714.250000 Penalty: 3197.276855
	Iteration 40F: 3 clusters Score -2276714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2276715.250000 Penalty: 3197.276855
	Iteration 41Q: 3 clusters Score -2276715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2276719.250000 Penalty: 3197.276855
	Iteration 42Q: 3 clusters Score -2276719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2276717.500000 Penalty: 3197.276855
	Iteration 43Q: 3 clusters Score -2276718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2276719.250000 Penalty: 3197.276855
	Iteration 44Q: 3 clusters Score -2276719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2276720.250000 Penalty: 3197.276855
	Iteration 45Q: 3 clusters Score -2276720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2276721.500000 Penalty: 3197.276855
	Iteration 46Q: 3 clusters Score -2276722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2276726.750000 Penalty: 3197.276855
	Iteration 47Q: 3 clusters Score -2276727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2276727.250000 Penalty: 3197.276855
	Iteration 48Q: 3 clusters Score -2276727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2276725.750000 Penalty: 3197.276855
	Iteration 49Q: 3 clusters Score -2276726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2276727.000000 Penalty: 3197.276855
	Iteration 50Q: 3 clusters Score -2276727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2276728.500000 Penalty: 3197.276855
	Iteration 51Q: 3 clusters Score -2276728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2276728.500000 Penalty: 3197.276855
	Iteration 52F: 3 clusters Score -2276728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Entering Unmasked Estep 
Score: -5049866.500000 Penalty: 1731.118774
	Iteration 0F: 2 clusters Score -5049866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -5021661.500000 Penalty: 3462.237549
	Iteration 0F: 3 clusters Score -5021662 nChanged 19569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -5033347.500000 Penalty: 3462.237549
	Iteration 1F: 3 clusters Score -5033348 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -5035270.000000 Penalty: 3462.237549
	Iteration 2F: 3 clusters Score -5035270 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -5037743.500000 Penalty: 3462.237549
	Iteration 3F: 3 clusters Score -5037744 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -5040220.500000 Penalty: 3462.237549
	Iteration 4F: 3 clusters Score -5040220 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -5042207.500000 Penalty: 3462.237549
	Iteration 5F: 3 clusters Score -5042208 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -5043705.000000 Penalty: 3462.237549
	Iteration 6F: 3 clusters Score -5043705 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -5044734.000000 Penalty: 3462.237549
	Iteration 7Q: 3 clusters Score -5044734 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -5045458.000000 Penalty: 3462.237549
	Iteration 8Q: 3 clusters Score -5045458 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -5045952.000000 Penalty: 3462.237549
	Iteration 9Q: 3 clusters Score -5045952 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -5046341.500000 Penalty: 3462.237549
	Iteration 10Q: 3 clusters Score -5046342 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -5046615.000000 Penalty: 3462.237549
	Iteration 11Q: 3 clusters Score -5046615 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -5046855.000000 Penalty: 3462.237549
	Iteration 12Q: 3 clusters Score -5046855 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -5046982.500000 Penalty: 3462.237549
	Iteration 13Q: 3 clusters Score -5046982 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -5047115.000000 Penalty: 3462.237549
	Iteration 14Q: 3 clusters Score -5047115 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -5047184.500000 Penalty: 3462.237549
	Iteration 15Q: 3 clusters Score -5047184 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -5047213.000000 Penalty: 3462.237549
	Iteration 16Q: 3 clusters Score -5047213 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -5047265.000000 Penalty: 3462.237549
	Iteration 17Q: 3 clusters Score -5047265 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -5047325.000000 Penalty: 3462.237549
	Iteration 18Q: 3 clusters Score -5047325 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -5047376.500000 Penalty: 3462.237549
	Iteration 19Q: 3 clusters Score -5047376 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -5047385.500000 Penalty: 3462.237549
	Iteration 20F: 3 clusters Score -5047386 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -5047442.000000 Penalty: 3462.237549
	Iteration 21Q: 3 clusters Score -5047442 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -5047468.500000 Penalty: 3462.237549
	Iteration 22Q: 3 clusters Score -5047468 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -5047486.000000 Penalty: 3462.237549
	Iteration 23Q: 3 clusters Score -5047486 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -5047538.500000 Penalty: 3462.237549
	Iteration 24Q: 3 clusters Score -5047538 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -5047553.500000 Penalty: 3462.237549
	Iteration 25Q: 3 clusters Score -5047554 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -5047566.500000 Penalty: 3462.237549
	Iteration 26Q: 3 clusters Score -5047566 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -5047605.500000 Penalty: 3462.237549
	Iteration 27Q: 3 clusters Score -5047606 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -5047624.500000 Penalty: 3462.237549
	Iteration 28Q: 3 clusters Score -5047624 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -5047659.000000 Penalty: 3462.237549
	Iteration 29Q: 3 clusters Score -5047659 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -5047694.500000 Penalty: 3462.237549
	Iteration 30Q: 3 clusters Score -5047694 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5047716 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5047742 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5047768 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5047788 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5047824 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5047830 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5047873 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5047894 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5047886 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5047913 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5047934 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5047969 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5048091 nChanged 178
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Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5048139 nChanged 181
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Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5048158 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5048162 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5048178 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5048204 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5048222 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5048248 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5048251 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5048276 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5048306 nChanged 173
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Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5048321 nChanged 192
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Mstep: Class 1 contains 10834 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5048354 nChanged 175
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Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5048379 nChanged 158
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Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5048410 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5048418 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5048434 nChanged 170
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Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 32607 members 
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Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5048622 nChanged 138
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Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5048629 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5048643 nChanged 142
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Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5048662 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5048674 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5048706 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5048733 nChanged 96
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Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5048735 nChanged 102
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Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5048747 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5048765 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5048752 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5048768 nChanged 95
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Mstep: Class 1 contains 7446 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5048786 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5048788 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5048805 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7064 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6974 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5048862 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6571 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5048880 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5048910 nChanged 124
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Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5048923 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6247 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5048938 nChanged 90
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Mstep: Class 1 contains 6157 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5048951 nChanged 74
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Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5048970 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5048974 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5048978 nChanged 61
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Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5048996 nChanged 63
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Mstep: Class 1 contains 5826 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5049000 nChanged 55
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Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5049007 nChanged 54
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Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5049015 nChanged 55
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Mstep: Class 1 contains 5662 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5049016 nChanged 44
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Mstep: Class 1 contains 5618 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5049020 nChanged 35
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Mstep: Class 1 contains 5583 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5049032 nChanged 30
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Mstep: Class 1 contains 5555 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5049042 nChanged 25
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Mstep: Class 1 contains 5530 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5049034 nChanged 23
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Mstep: Class 1 contains 5507 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5049040 nChanged 26
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Mstep: Class 1 contains 5481 members 
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	Iteration 110Q: 3 clusters Score -5049029 nChanged 27
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Mstep: Class 1 contains 5454 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5049038 nChanged 24
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Mstep: Class 1 contains 5430 members 
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	Iteration 112Q: 3 clusters Score -5049032 nChanged 29
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Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5049035 nChanged 27
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Mstep: Class 1 contains 5374 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5049030 nChanged 18
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Mstep: Class 1 contains 5356 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5049022 nChanged 20
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Mstep: Class 1 contains 5336 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5049021 nChanged 18
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Mstep: Class 1 contains 5318 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5049018 nChanged 24
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Mstep: Class 1 contains 5296 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5049020 nChanged 17
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Mstep: Class 1 contains 5279 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5049021 nChanged 11
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Mstep: Class 1 contains 5268 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5049026 nChanged 11
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5049024 nChanged 11
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5049017 nChanged 11
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Mstep: Class 1 contains 5235 members 
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	Iteration 123Q: 3 clusters Score -5049020 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5049014 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5049017 nChanged 10
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Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5049018 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5049024 nChanged 15
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Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5049022 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5049029 nChanged 16
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Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5049024 nChanged 17
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Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5049026 nChanged 16
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Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5049024 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5049036 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5049034 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5049036 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5049039 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5049034 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5049038 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5049034 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5049048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5049046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5049066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -5049062.500000 Penalty: 3462.237549
	Iteration 143Q: 3 clusters Score -5049062 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5049068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5049075 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5049071 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5049072 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5049070 nChanged 10
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Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5049071 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5049065 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5049068 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5049068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5049068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -5049066.000000 Penalty: 3462.237549
	Iteration 154Q: 3 clusters Score -5049066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -5049070.500000 Penalty: 3462.237549
	Iteration 155Q: 3 clusters Score -5049070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -5049080.000000 Penalty: 3462.237549
	Iteration 156Q: 3 clusters Score -5049080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5049080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5049077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5049080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -5049083.500000 Penalty: 3462.237549
	Iteration 160F: 3 clusters Score -5049084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5049088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5049088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5049083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5049080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -5049083.000000 Penalty: 3462.237549
	Iteration 165Q: 3 clusters Score -5049083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5049088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -5049091.500000 Penalty: 3462.237549
	Iteration 167Q: 3 clusters Score -5049092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -5049094.500000 Penalty: 3462.237549
	Iteration 168Q: 3 clusters Score -5049094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -5049097.000000 Penalty: 3462.237549
	Iteration 169Q: 3 clusters Score -5049097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -5049093.000000 Penalty: 3462.237549
	Iteration 170Q: 3 clusters Score -5049093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -5049090.500000 Penalty: 3462.237549
	Iteration 171Q: 3 clusters Score -5049090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -5049091.000000 Penalty: 3462.237549
	Iteration 172Q: 3 clusters Score -5049091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -5049092.000000 Penalty: 3462.237549
	Iteration 173Q: 3 clusters Score -5049092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -5049091.500000 Penalty: 3462.237549
	Iteration 174Q: 3 clusters Score -5049092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5049091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -5049100.000000 Penalty: 3462.237549
	Iteration 176Q: 3 clusters Score -5049100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5049094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5049092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5049096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -5049097.500000 Penalty: 3462.237549
	Iteration 180F: 3 clusters Score -5049098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -5049101.500000 Penalty: 3462.237549
	Iteration 181Q: 3 clusters Score -5049102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -5049102.000000 Penalty: 3462.237549
	Iteration 182Q: 3 clusters Score -5049102 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5049104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -5049104.000000 Penalty: 3462.237549
	Iteration 184Q: 3 clusters Score -5049104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5049102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -5049100.500000 Penalty: 3462.237549
	Iteration 186Q: 3 clusters Score -5049100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5049102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -5049099.000000 Penalty: 3462.237549
	Iteration 188Q: 3 clusters Score -5049099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5049096 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5049094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5049093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5049094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5049092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5049094 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5049094 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5049094 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5049096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5049097 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5049092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5049091 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5049089 nChanged 0
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	Iteration 202F: 3 clusters Score -5049089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39662 members 
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	Iteration 0F: 2 clusters Score -5082947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5056310 nChanged 18623
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Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5067012 nChanged 1640
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Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5067532 nChanged 1778
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5068254 nChanged 2048
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5069314 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5070858 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -5072965.500000 Penalty: 3441.148438
	Iteration 6F: 3 clusters Score -5072966 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -5075157.000000 Penalty: 3441.148438
	Iteration 7F: 3 clusters Score -5075157 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -5076976.000000 Penalty: 3441.148438
	Iteration 8F: 3 clusters Score -5076976 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -5078155.000000 Penalty: 3441.148438
	Iteration 9Q: 3 clusters Score -5078155 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -5078820.500000 Penalty: 3441.148438
	Iteration 10Q: 3 clusters Score -5078820 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -5079160.000000 Penalty: 3441.148438
	Iteration 11Q: 3 clusters Score -5079160 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -5079424.500000 Penalty: 3441.148438
	Iteration 12Q: 3 clusters Score -5079424 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -5079646.500000 Penalty: 3441.148438
	Iteration 13Q: 3 clusters Score -5079646 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -5079803.000000 Penalty: 3441.148438
	Iteration 14Q: 3 clusters Score -5079803 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -5079971.500000 Penalty: 3441.148438
	Iteration 15Q: 3 clusters Score -5079972 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -5080065.000000 Penalty: 3441.148438
	Iteration 16Q: 3 clusters Score -5080065 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -5080176.000000 Penalty: 3441.148438
	Iteration 17Q: 3 clusters Score -5080176 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -5080291.000000 Penalty: 3441.148438
	Iteration 18Q: 3 clusters Score -5080291 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -5080396.000000 Penalty: 3441.148438
	Iteration 19Q: 3 clusters Score -5080396 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -5080484.000000 Penalty: 3441.148438
	Iteration 20F: 3 clusters Score -5080484 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -5080569.000000 Penalty: 3441.148438
	Iteration 21Q: 3 clusters Score -5080569 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -5080656.500000 Penalty: 3441.148438
	Iteration 22Q: 3 clusters Score -5080656 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -5080722.500000 Penalty: 3441.148438
	Iteration 23Q: 3 clusters Score -5080722 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -5080800.000000 Penalty: 3441.148438
	Iteration 24Q: 3 clusters Score -5080800 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -5080847.500000 Penalty: 3441.148438
	Iteration 25Q: 3 clusters Score -5080848 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -5080882.500000 Penalty: 3441.148438
	Iteration 26Q: 3 clusters Score -5080882 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -5080918.000000 Penalty: 3441.148438
	Iteration 27Q: 3 clusters Score -5080918 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -5080961.000000 Penalty: 3441.148438
	Iteration 28Q: 3 clusters Score -5080961 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -5080997.000000 Penalty: 3441.148438
	Iteration 29Q: 3 clusters Score -5080997 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -5081033.000000 Penalty: 3441.148438
	Iteration 30Q: 3 clusters Score -5081033 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -5081086.000000 Penalty: 3441.148438
	Iteration 31Q: 3 clusters Score -5081086 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -5081126.000000 Penalty: 3441.148438
	Iteration 32Q: 3 clusters Score -5081126 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -5081150.000000 Penalty: 3441.148438
	Iteration 33Q: 3 clusters Score -5081150 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -5081176.000000 Penalty: 3441.148438
	Iteration 34Q: 3 clusters Score -5081176 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -5081212.000000 Penalty: 3441.148438
	Iteration 35Q: 3 clusters Score -5081212 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -5081243.500000 Penalty: 3441.148438
	Iteration 36Q: 3 clusters Score -5081244 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -5081262.500000 Penalty: 3441.148438
	Iteration 37Q: 3 clusters Score -5081262 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -5081279.000000 Penalty: 3441.148438
	Iteration 38Q: 3 clusters Score -5081279 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -5081312.000000 Penalty: 3441.148438
	Iteration 39Q: 3 clusters Score -5081312 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -5081335.000000 Penalty: 3441.148438
	Iteration 40F: 3 clusters Score -5081335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -5081365.500000 Penalty: 3441.148438
	Iteration 41Q: 3 clusters Score -5081366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -5081378.500000 Penalty: 3441.148438
	Iteration 42Q: 3 clusters Score -5081378 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -5081396.500000 Penalty: 3441.148438
	Iteration 43Q: 3 clusters Score -5081396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -5081408.000000 Penalty: 3441.148438
	Iteration 44Q: 3 clusters Score -5081408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -5081411.500000 Penalty: 3441.148438
	Iteration 45Q: 3 clusters Score -5081412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -5081417.500000 Penalty: 3441.148438
	Iteration 46Q: 3 clusters Score -5081418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -5081425.000000 Penalty: 3441.148438
	Iteration 47Q: 3 clusters Score -5081425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -5081427.500000 Penalty: 3441.148438
	Iteration 48Q: 3 clusters Score -5081428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -5081433.500000 Penalty: 3441.148438
	Iteration 49Q: 3 clusters Score -5081434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -5081426.500000 Penalty: 3441.148438
	Iteration 50Q: 3 clusters Score -5081426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5081431.000000 Penalty: 3441.148438
	Iteration 51Q: 3 clusters Score -5081431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -5081442.000000 Penalty: 3441.148438
	Iteration 52Q: 3 clusters Score -5081442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -5081447.500000 Penalty: 3441.148438
	Iteration 53Q: 3 clusters Score -5081448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -5081448.000000 Penalty: 3441.148438
	Iteration 54Q: 3 clusters Score -5081448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -5081463.000000 Penalty: 3441.148438
	Iteration 55Q: 3 clusters Score -5081463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -5081468.500000 Penalty: 3441.148438
	Iteration 56Q: 3 clusters Score -5081468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -5081465.000000 Penalty: 3441.148438
	Iteration 57Q: 3 clusters Score -5081465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -5081473.500000 Penalty: 3441.148438
	Iteration 58Q: 3 clusters Score -5081474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -5081468.000000 Penalty: 3441.148438
	Iteration 59Q: 3 clusters Score -5081468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -5081476.500000 Penalty: 3441.148438
	Iteration 60F: 3 clusters Score -5081476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -5081493.000000 Penalty: 3441.148438
	Iteration 61Q: 3 clusters Score -5081493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -5081496.500000 Penalty: 3441.148438
	Iteration 62Q: 3 clusters Score -5081496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -5081498.000000 Penalty: 3441.148438
	Iteration 63Q: 3 clusters Score -5081498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -5081495.500000 Penalty: 3441.148438
	Iteration 64Q: 3 clusters Score -5081496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -5081494.000000 Penalty: 3441.148438
	Iteration 65Q: 3 clusters Score -5081494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -5081502.500000 Penalty: 3441.148438
	Iteration 66Q: 3 clusters Score -5081502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -5081500.000000 Penalty: 3441.148438
	Iteration 67Q: 3 clusters Score -5081500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -5081506.500000 Penalty: 3441.148438
	Iteration 68Q: 3 clusters Score -5081506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -5081502.500000 Penalty: 3441.148438
	Iteration 69Q: 3 clusters Score -5081502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -5081500.500000 Penalty: 3441.148438
	Iteration 70Q: 3 clusters Score -5081500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -5081508.500000 Penalty: 3441.148438
	Iteration 71Q: 3 clusters Score -5081508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -5081509.000000 Penalty: 3441.148438
	Iteration 72Q: 3 clusters Score -5081509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -5081511.000000 Penalty: 3441.148438
	Iteration 73Q: 3 clusters Score -5081511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -5081514.500000 Penalty: 3441.148438
	Iteration 74Q: 3 clusters Score -5081514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -5081516.000000 Penalty: 3441.148438
	Iteration 75Q: 3 clusters Score -5081516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -5081520.000000 Penalty: 3441.148438
	Iteration 76Q: 3 clusters Score -5081520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -5081519.000000 Penalty: 3441.148438
	Iteration 77Q: 3 clusters Score -5081519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -5081524.000000 Penalty: 3441.148438
	Iteration 78Q: 3 clusters Score -5081524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -5081522.500000 Penalty: 3441.148438
	Iteration 79Q: 3 clusters Score -5081522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -5081522.500000 Penalty: 3441.148438
	Iteration 80F: 3 clusters Score -5081522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Entering Unmasked Estep 
Score: -1176101.375000 Penalty: 1484.099365
	Iteration 0F: 2 clusters Score -1176101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1169406.875000 Penalty: 2968.198730
	Iteration 0F: 3 clusters Score -1169407 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1171919.625000 Penalty: 2968.198730
	Iteration 1F: 3 clusters Score -1171920 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1172684.500000 Penalty: 2968.198730
	Iteration 2F: 3 clusters Score -1172684 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1173422.625000 Penalty: 2968.198730
	Iteration 3F: 3 clusters Score -1173423 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1174050.125000 Penalty: 2968.198730
	Iteration 4F: 3 clusters Score -1174050 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1174522.500000 Penalty: 2968.198730
	Iteration 5F: 3 clusters Score -1174522 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1174864.875000 Penalty: 2968.198730
	Iteration 6Q: 3 clusters Score -1174865 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1175098.750000 Penalty: 2968.198730
	Iteration 7Q: 3 clusters Score -1175099 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1175242.875000 Penalty: 2968.198730
	Iteration 8Q: 3 clusters Score -1175243 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1175330.375000 Penalty: 2968.198730
	Iteration 9Q: 3 clusters Score -1175330 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1175383.375000 Penalty: 2968.198730
	Iteration 10Q: 3 clusters Score -1175383 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1175413.000000 Penalty: 2968.198730
	Iteration 11Q: 3 clusters Score -1175413 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1175437.125000 Penalty: 2968.198730
	Iteration 12Q: 3 clusters Score -1175437 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1175460.250000 Penalty: 2968.198730
	Iteration 13Q: 3 clusters Score -1175460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1175474.875000 Penalty: 2968.198730
	Iteration 14Q: 3 clusters Score -1175475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1175482.375000 Penalty: 2968.198730
	Iteration 15Q: 3 clusters Score -1175482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1175497.000000 Penalty: 2968.198730
	Iteration 16Q: 3 clusters Score -1175497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1175503.375000 Penalty: 2968.198730
	Iteration 17Q: 3 clusters Score -1175503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1175506.000000 Penalty: 2968.198730
	Iteration 18Q: 3 clusters Score -1175506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1175508.625000 Penalty: 2968.198730
	Iteration 19Q: 3 clusters Score -1175509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1175513.625000 Penalty: 2968.198730
	Iteration 20F: 3 clusters Score -1175514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1175519.750000 Penalty: 2968.198730
	Iteration 21Q: 3 clusters Score -1175520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1175521.625000 Penalty: 2968.198730
	Iteration 22Q: 3 clusters Score -1175522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1175527.250000 Penalty: 2968.198730
	Iteration 23Q: 3 clusters Score -1175527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1175532.000000 Penalty: 2968.198730
	Iteration 24Q: 3 clusters Score -1175532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1175531.500000 Penalty: 2968.198730
	Iteration 25Q: 3 clusters Score -1175532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1175533.750000 Penalty: 2968.198730
	Iteration 26Q: 3 clusters Score -1175534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1175535.250000 Penalty: 2968.198730
	Iteration 27Q: 3 clusters Score -1175535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1175537.875000 Penalty: 2968.198730
	Iteration 28Q: 3 clusters Score -1175538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1175538.875000 Penalty: 2968.198730
	Iteration 29Q: 3 clusters Score -1175539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1175538.625000 Penalty: 2968.198730
	Iteration 30Q: 3 clusters Score -1175539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1175541.750000 Penalty: 2968.198730
	Iteration 31Q: 3 clusters Score -1175542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1175542.625000 Penalty: 2968.198730
	Iteration 32Q: 3 clusters Score -1175543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1175545.500000 Penalty: 2968.198730
	Iteration 33Q: 3 clusters Score -1175546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1175544.250000 Penalty: 2968.198730
	Iteration 34Q: 3 clusters Score -1175544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1175547.375000 Penalty: 2968.198730
	Iteration 35Q: 3 clusters Score -1175547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1175546.750000 Penalty: 2968.198730
	Iteration 36Q: 3 clusters Score -1175547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1175547.375000 Penalty: 2968.198730
	Iteration 37Q: 3 clusters Score -1175547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1175547.125000 Penalty: 2968.198730
	Iteration 38Q: 3 clusters Score -1175547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1175546.500000 Penalty: 2968.198730
	Iteration 39Q: 3 clusters Score -1175546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1175548.125000 Penalty: 2968.198730
	Iteration 40F: 3 clusters Score -1175548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1175550.125000 Penalty: 2968.198730
	Iteration 41Q: 3 clusters Score -1175550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1175550.125000 Penalty: 2968.198730
	Iteration 42Q: 3 clusters Score -1175550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1175549.125000 Penalty: 2968.198730
	Iteration 43Q: 3 clusters Score -1175549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1175550.000000 Penalty: 2968.198730
	Iteration 44Q: 3 clusters Score -1175550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1175549.500000 Penalty: 2968.198730
	Iteration 45Q: 3 clusters Score -1175550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1175549.000000 Penalty: 2968.198730
	Iteration 46Q: 3 clusters Score -1175549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1175549.000000 Penalty: 2968.198730
	Iteration 47F: 3 clusters Score -1175549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Entering Unmasked Estep 
Score: -3085644.750000 Penalty: 1640.855713
	Iteration 0F: 2 clusters Score -3085645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3069271.250000 Penalty: 3281.711426
	Iteration 0F: 3 clusters Score -3069271 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -3075572.000000 Penalty: 3281.711426
	Iteration 1F: 3 clusters Score -3075572 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3076426.000000 Penalty: 3281.711426
	Iteration 2F: 3 clusters Score -3076426 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -3077526.750000 Penalty: 3281.711426
	Iteration 3F: 3 clusters Score -3077527 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3078904.000000 Penalty: 3281.711426
	Iteration 4F: 3 clusters Score -3078904 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3080424.750000 Penalty: 3281.711426
	Iteration 5F: 3 clusters Score -3080425 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3081820.250000 Penalty: 3281.711426
	Iteration 6F: 3 clusters Score -3081820 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3082872.750000 Penalty: 3281.711426
	Iteration 7Q: 3 clusters Score -3082873 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3083462.000000 Penalty: 3281.711426
	Iteration 8Q: 3 clusters Score -3083462 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3083830.750000 Penalty: 3281.711426
	Iteration 9Q: 3 clusters Score -3083831 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3084021.500000 Penalty: 3281.711426
	Iteration 10Q: 3 clusters Score -3084022 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3084090.250000 Penalty: 3281.711426
	Iteration 11Q: 3 clusters Score -3084090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -3084142.750000 Penalty: 3281.711426
	Iteration 12Q: 3 clusters Score -3084143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3084166.750000 Penalty: 3281.711426
	Iteration 13Q: 3 clusters Score -3084167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3084176.750000 Penalty: 3281.711426
	Iteration 14Q: 3 clusters Score -3084177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3084181.750000 Penalty: 3281.711426
	Iteration 15Q: 3 clusters Score -3084182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3084182.250000 Penalty: 3281.711426
	Iteration 16Q: 3 clusters Score -3084182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -3084184.500000 Penalty: 3281.711426
	Iteration 17Q: 3 clusters Score -3084184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3084185.750000 Penalty: 3281.711426
	Iteration 18Q: 3 clusters Score -3084186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -3084188.500000 Penalty: 3281.711426
	Iteration 19Q: 3 clusters Score -3084188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -3084189.000000 Penalty: 3281.711426
	Iteration 20F: 3 clusters Score -3084189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1938068.750000 Penalty: 1574.260010
	Iteration 0F: 2 clusters Score -1938069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1926870.250000 Penalty: 3148.520020
	Iteration 0F: 3 clusters Score -1926870 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1931104.000000 Penalty: 3148.520020
	Iteration 1F: 3 clusters Score -1931104 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1931873.625000 Penalty: 3148.520020
	Iteration 2F: 3 clusters Score -1931874 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1932902.625000 Penalty: 3148.520020
	Iteration 3F: 3 clusters Score -1932903 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1934092.250000 Penalty: 3148.520020
	Iteration 4F: 3 clusters Score -1934092 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1935055.250000 Penalty: 3148.520020
	Iteration 5F: 3 clusters Score -1935055 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1935748.250000 Penalty: 3148.520020
	Iteration 6F: 3 clusters Score -1935748 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1936102.000000 Penalty: 3148.520020
	Iteration 7Q: 3 clusters Score -1936102 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1936299.125000 Penalty: 3148.520020
	Iteration 8Q: 3 clusters Score -1936299 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1936445.750000 Penalty: 3148.520020
	Iteration 9Q: 3 clusters Score -1936446 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1936592.125000 Penalty: 3148.520020
	Iteration 10Q: 3 clusters Score -1936592 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1936703.625000 Penalty: 3148.520020
	Iteration 11Q: 3 clusters Score -1936704 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1936850.250000 Penalty: 3148.520020
	Iteration 12Q: 3 clusters Score -1936850 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1937048.500000 Penalty: 3148.520020
	Iteration 13Q: 3 clusters Score -1937048 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1937272.375000 Penalty: 3148.520020
	Iteration 14Q: 3 clusters Score -1937272 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1937496.000000 Penalty: 3148.520020
	Iteration 15Q: 3 clusters Score -1937496 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1937729.500000 Penalty: 3148.520020
	Iteration 16Q: 3 clusters Score -1937730 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1937946.875000 Penalty: 3148.520020
	Iteration 17Q: 3 clusters Score -1937947 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1938165.625000 Penalty: 3148.520020
	Iteration 18Q: 3 clusters Score -1938166 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1938362.500000 Penalty: 3148.520020
	Iteration 19Q: 3 clusters Score -1938362 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1938513.875000 Penalty: 3148.520020
	Iteration 20F: 3 clusters Score -1938514 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1938610.250000 Penalty: 3148.520020
	Iteration 21Q: 3 clusters Score -1938610 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1938678.750000 Penalty: 3148.520020
	Iteration 22Q: 3 clusters Score -1938679 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1938723.625000 Penalty: 3148.520020
	Iteration 23Q: 3 clusters Score -1938724 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1938769.750000 Penalty: 3148.520020
	Iteration 24Q: 3 clusters Score -1938770 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1938806.500000 Penalty: 3148.520020
	Iteration 25Q: 3 clusters Score -1938806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1938825.000000 Penalty: 3148.520020
	Iteration 26Q: 3 clusters Score -1938825 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1938852.875000 Penalty: 3148.520020
	Iteration 27Q: 3 clusters Score -1938853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1938881.750000 Penalty: 3148.520020
	Iteration 28Q: 3 clusters Score -1938882 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1938902.125000 Penalty: 3148.520020
	Iteration 29Q: 3 clusters Score -1938902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1938919.125000 Penalty: 3148.520020
	Iteration 30Q: 3 clusters Score -1938919 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1938922.375000 Penalty: 3148.520020
	Iteration 31Q: 3 clusters Score -1938922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1938921.625000 Penalty: 3148.520020
	Iteration 32Q: 3 clusters Score -1938922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1938919.375000 Penalty: 3148.520020
	Iteration 33Q: 3 clusters Score -1938919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1938925.750000 Penalty: 3148.520020
	Iteration 34Q: 3 clusters Score -1938926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1938922.750000 Penalty: 3148.520020
	Iteration 35Q: 3 clusters Score -1938923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1938920.125000 Penalty: 3148.520020
	Iteration 36Q: 3 clusters Score -1938920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1938924.250000 Penalty: 3148.520020
	Iteration 37Q: 3 clusters Score -1938924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1938923.375000 Penalty: 3148.520020
	Iteration 38Q: 3 clusters Score -1938923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1938923.250000 Penalty: 3148.520020
	Iteration 39Q: 3 clusters Score -1938923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1938920.625000 Penalty: 3148.520020
	Iteration 40F: 3 clusters Score -1938921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1938920.500000 Penalty: 3148.520020
	Iteration 41Q: 3 clusters Score -1938920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1938925.500000 Penalty: 3148.520020
	Iteration 42Q: 3 clusters Score -1938926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1938928.625000 Penalty: 3148.520020
	Iteration 43Q: 3 clusters Score -1938929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1938926.750000 Penalty: 3148.520020
	Iteration 44Q: 3 clusters Score -1938927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1938928.250000 Penalty: 3148.520020
	Iteration 45Q: 3 clusters Score -1938928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1938928.250000 Penalty: 3148.520020
	Iteration 46F: 3 clusters Score -1938928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 140733 members 
Mstep: Class 3 contains 6780 members 
Mstep: Class 4 contains 33264 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 15219 members 
Mstep: Class 8 contains 92593 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 42321 members 
Mstep: Class 11 contains 39662 members 
Mstep: Class 12 contains 9255 members 
Mstep: Class 13 contains 24284 members 
Mstep: Class 14 contains 13219 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 16 contains 7823 members 
Mstep: Class 17 contains 19158 members 
Mstep: Class 18 contains 79299 members 
Mstep: Class 19 contains 1398 members 
Mstep: Class 20 contains 25783 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 133444 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 115123 members 
Mstep: Class 25 contains 3765 members 
Mstep: Class 26 contains 236 members 
Mstep: Class 27 contains 11425 members 
Mstep: Class 28 contains 2900 members 
Entering Unmasked Estep 
Score: -108877160.000000 Penalty: 62304.070312
Splitting cluster 14 changes total score from -108871664.000000 to -108877160.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -100472.531250 Penalty: 1112.800903
	Iteration 0F: 2 clusters Score -100472.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -99238.328125 Penalty: 2225.601807
	Iteration 0F: 3 clusters Score -99238.33 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -99849.789062 Penalty: 2225.601807
	Iteration 1F: 3 clusters Score -99849.79 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -100348.664062 Penalty: 2225.601807
	Iteration 2F: 3 clusters Score -100348.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -100704.750000 Penalty: 2225.601807
	Iteration 3F: 3 clusters Score -100704.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -100885.382812 Penalty: 2225.601807
	Iteration 4Q: 3 clusters Score -100885.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -100989.328125 Penalty: 2225.601807
	Iteration 5Q: 3 clusters Score -100989.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -101014.179688 Penalty: 2225.601807
	Iteration 6Q: 3 clusters Score -101014.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -101030.968750 Penalty: 2225.601807
	Iteration 7Q: 3 clusters Score -101031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -101043.906250 Penalty: 2225.601807
	Iteration 8Q: 3 clusters Score -101043.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -101053.398438 Penalty: 2225.601807
	Iteration 9Q: 3 clusters Score -101053.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -101059.554688 Penalty: 2225.601807
	Iteration 10Q: 3 clusters Score -101059.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -101060.250000 Penalty: 2225.601807
	Iteration 11Q: 3 clusters Score -101060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -101060.250000 Penalty: 2225.601807
	Iteration 12F: 3 clusters Score -101060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 140733 members 
Mstep: Class 3 contains 6780 members 
Mstep: Class 4 contains 33264 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 15219 members 
Mstep: Class 8 contains 92593 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 42321 members 
Mstep: Class 11 contains 39662 members 
Mstep: Class 12 contains 9255 members 
Mstep: Class 13 contains 24284 members 
Mstep: Class 14 contains 13219 members 
Mstep: Class 15 contains 218 members 
Mstep: Class 16 contains 7823 members 
Mstep: Class 17 contains 19158 members 
Mstep: Class 18 contains 79299 members 
Mstep: Class 19 contains 1398 members 
Mstep: Class 20 contains 25783 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 133444 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 115123 members 
Mstep: Class 25 contains 3765 members 
Mstep: Class 26 contains 236 members 
Mstep: Class 27 contains 11425 members 
Mstep: Class 28 contains 2900 members 
Mstep: Class 29 contains 724 members 
Entering Unmasked Estep 
Score: -108876688.000000 Penalty: 64529.214844
Splitting cluster 15 changes total score from -108871664.000000 to -108876688.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (7823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Entering Unmasked Estep 
Score: -989486.250000 Penalty: 1456.783813
	Iteration 0F: 2 clusters Score -989486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -983743.187500 Penalty: 2913.567627
	Iteration 0F: 3 clusters Score -983743.2 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -985514.000000 Penalty: 2913.567627
	Iteration 1F: 3 clusters Score -985514 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -985834.062500 Penalty: 2913.567627
	Iteration 2F: 3 clusters Score -985834.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -986169.687500 Penalty: 2913.567627
	Iteration 3F: 3 clusters Score -986169.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -986556.062500 Penalty: 2913.567627
	Iteration 4F: 3 clusters Score -986556.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -986963.125000 Penalty: 2913.567627
	Iteration 5F: 3 clusters Score -986963.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -987362.562500 Penalty: 2913.567627
	Iteration 6F: 3 clusters Score -987362.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -987711.437500 Penalty: 2913.567627
	Iteration 7F: 3 clusters Score -987711.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -988000.250000 Penalty: 2913.567627
	Iteration 8F: 3 clusters Score -988000.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -988237.125000 Penalty: 2913.567627
	Iteration 9Q: 3 clusters Score -988237.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -988413.062500 Penalty: 2913.567627
	Iteration 10Q: 3 clusters Score -988413.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -988522.625000 Penalty: 2913.567627
	Iteration 11Q: 3 clusters Score -988522.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -988601.500000 Penalty: 2913.567627
	Iteration 12Q: 3 clusters Score -988601.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -988651.687500 Penalty: 2913.567627
	Iteration 13Q: 3 clusters Score -988651.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -988683.437500 Penalty: 2913.567627
	Iteration 14Q: 3 clusters Score -988683.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -988713.500000 Penalty: 2913.567627
	Iteration 15Q: 3 clusters Score -988713.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -988734.812500 Penalty: 2913.567627
	Iteration 16Q: 3 clusters Score -988734.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -988756.812500 Penalty: 2913.567627
	Iteration 17Q: 3 clusters Score -988756.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -988778.312500 Penalty: 2913.567627
	Iteration 18Q: 3 clusters Score -988778.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -988794.687500 Penalty: 2913.567627
	Iteration 19Q: 3 clusters Score -988794.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -988807.375000 Penalty: 2913.567627
	Iteration 20F: 3 clusters Score -988807.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -988822.250000 Penalty: 2913.567627
	Iteration 21Q: 3 clusters Score -988822.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -988833.250000 Penalty: 2913.567627
	Iteration 22Q: 3 clusters Score -988833.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -988846.562500 Penalty: 2913.567627
	Iteration 23Q: 3 clusters Score -988846.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -988857.937500 Penalty: 2913.567627
	Iteration 24Q: 3 clusters Score -988857.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -988873.375000 Penalty: 2913.567627
	Iteration 25Q: 3 clusters Score -988873.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -988882.312500 Penalty: 2913.567627
	Iteration 26Q: 3 clusters Score -988882.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -988890.687500 Penalty: 2913.567627
	Iteration 27Q: 3 clusters Score -988890.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -988899.000000 Penalty: 2913.567627
	Iteration 28Q: 3 clusters Score -988899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -988903.250000 Penalty: 2913.567627
	Iteration 29Q: 3 clusters Score -988903.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -988906.937500 Penalty: 2913.567627
	Iteration 30Q: 3 clusters Score -988906.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -988913.500000 Penalty: 2913.567627
	Iteration 31Q: 3 clusters Score -988913.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -988919.562500 Penalty: 2913.567627
	Iteration 32Q: 3 clusters Score -988919.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -988923.437500 Penalty: 2913.567627
	Iteration 33Q: 3 clusters Score -988923.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -988926.125000 Penalty: 2913.567627
	Iteration 34Q: 3 clusters Score -988926.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -988928.562500 Penalty: 2913.567627
	Iteration 35Q: 3 clusters Score -988928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -988927.937500 Penalty: 2913.567627
	Iteration 36Q: 3 clusters Score -988927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -988928.250000 Penalty: 2913.567627
	Iteration 37Q: 3 clusters Score -988928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -988926.812500 Penalty: 2913.567627
	Iteration 38Q: 3 clusters Score -988926.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -988930.437500 Penalty: 2913.567627
	Iteration 39Q: 3 clusters Score -988930.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -988933.500000 Penalty: 2913.567627
	Iteration 40F: 3 clusters Score -988933.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -988934.250000 Penalty: 2913.567627
	Iteration 41Q: 3 clusters Score -988934.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -988939.437500 Penalty: 2913.567627
	Iteration 42Q: 3 clusters Score -988939.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -988942.062500 Penalty: 2913.567627
	Iteration 43Q: 3 clusters Score -988942.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -988944.062500 Penalty: 2913.567627
	Iteration 44Q: 3 clusters Score -988944.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -988944.000000 Penalty: 2913.567627
	Iteration 45Q: 3 clusters Score -988944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -988944.750000 Penalty: 2913.567627
	Iteration 46Q: 3 clusters Score -988944.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -988946.687500 Penalty: 2913.567627
	Iteration 47Q: 3 clusters Score -988946.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -988947.625000 Penalty: 2913.567627
	Iteration 48Q: 3 clusters Score -988947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -988948.375000 Penalty: 2913.567627
	Iteration 49Q: 3 clusters Score -988948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -988947.875000 Penalty: 2913.567627
	Iteration 50Q: 3 clusters Score -988947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -988947.875000 Penalty: 2913.567627
	Iteration 51F: 3 clusters Score -988947.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Entering Unmasked Estep 
Score: -2347062.000000 Penalty: 1602.327271
	Iteration 0F: 2 clusters Score -2347062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2333901.250000 Penalty: 3204.654541
	Iteration 0F: 3 clusters Score -2333901 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2338796.000000 Penalty: 3204.654541
	Iteration 1F: 3 clusters Score -2338796 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2339631.500000 Penalty: 3204.654541
	Iteration 2F: 3 clusters Score -2339632 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2340782.500000 Penalty: 3204.654541
	Iteration 3F: 3 clusters Score -2340782 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2342140.250000 Penalty: 3204.654541
	Iteration 4F: 3 clusters Score -2342140 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2343455.250000 Penalty: 3204.654541
	Iteration 5F: 3 clusters Score -2343455 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2344386.750000 Penalty: 3204.654541
	Iteration 6F: 3 clusters Score -2344387 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2344989.000000 Penalty: 3204.654541
	Iteration 7Q: 3 clusters Score -2344989 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2345323.500000 Penalty: 3204.654541
	Iteration 8Q: 3 clusters Score -2345324 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2345530.000000 Penalty: 3204.654541
	Iteration 9Q: 3 clusters Score -2345530 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2345644.000000 Penalty: 3204.654541
	Iteration 10Q: 3 clusters Score -2345644 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2345714.000000 Penalty: 3204.654541
	Iteration 11Q: 3 clusters Score -2345714 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2345757.500000 Penalty: 3204.654541
	Iteration 12Q: 3 clusters Score -2345758 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2345813.250000 Penalty: 3204.654541
	Iteration 13Q: 3 clusters Score -2345813 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2345851.250000 Penalty: 3204.654541
	Iteration 14Q: 3 clusters Score -2345851 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2345877.750000 Penalty: 3204.654541
	Iteration 15Q: 3 clusters Score -2345878 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2345897.250000 Penalty: 3204.654541
	Iteration 16Q: 3 clusters Score -2345897 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2345924.500000 Penalty: 3204.654541
	Iteration 17Q: 3 clusters Score -2345924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2345954.500000 Penalty: 3204.654541
	Iteration 18Q: 3 clusters Score -2345954 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2345983.750000 Penalty: 3204.654541
	Iteration 19Q: 3 clusters Score -2345984 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2346009.250000 Penalty: 3204.654541
	Iteration 20F: 3 clusters Score -2346009 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2346033.250000 Penalty: 3204.654541
	Iteration 21Q: 3 clusters Score -2346033 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2346055.500000 Penalty: 3204.654541
	Iteration 22Q: 3 clusters Score -2346056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2346066.750000 Penalty: 3204.654541
	Iteration 23Q: 3 clusters Score -2346067 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2346083.750000 Penalty: 3204.654541
	Iteration 24Q: 3 clusters Score -2346084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2346106.000000 Penalty: 3204.654541
	Iteration 25Q: 3 clusters Score -2346106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2346121.000000 Penalty: 3204.654541
	Iteration 26Q: 3 clusters Score -2346121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2346138.000000 Penalty: 3204.654541
	Iteration 27Q: 3 clusters Score -2346138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2346144.750000 Penalty: 3204.654541
	Iteration 28Q: 3 clusters Score -2346145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2346157.750000 Penalty: 3204.654541
	Iteration 29Q: 3 clusters Score -2346158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2346172.250000 Penalty: 3204.654541
	Iteration 30Q: 3 clusters Score -2346172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2346175.500000 Penalty: 3204.654541
	Iteration 31Q: 3 clusters Score -2346176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2346187.000000 Penalty: 3204.654541
	Iteration 32Q: 3 clusters Score -2346187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2346203.250000 Penalty: 3204.654541
	Iteration 33Q: 3 clusters Score -2346203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2346219.500000 Penalty: 3204.654541
	Iteration 34Q: 3 clusters Score -2346220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2346231.500000 Penalty: 3204.654541
	Iteration 35Q: 3 clusters Score -2346232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2346250.750000 Penalty: 3204.654541
	Iteration 36Q: 3 clusters Score -2346251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2346260.500000 Penalty: 3204.654541
	Iteration 37Q: 3 clusters Score -2346260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2346280.500000 Penalty: 3204.654541
	Iteration 38Q: 3 clusters Score -2346280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2346300.000000 Penalty: 3204.654541
	Iteration 39Q: 3 clusters Score -2346300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2346312.000000 Penalty: 3204.654541
	Iteration 40F: 3 clusters Score -2346312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2346326.250000 Penalty: 3204.654541
	Iteration 41Q: 3 clusters Score -2346326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2346340.500000 Penalty: 3204.654541
	Iteration 42Q: 3 clusters Score -2346340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2346360.000000 Penalty: 3204.654541
	Iteration 43Q: 3 clusters Score -2346360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2346378.000000 Penalty: 3204.654541
	Iteration 44Q: 3 clusters Score -2346378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2346381.250000 Penalty: 3204.654541
	Iteration 45Q: 3 clusters Score -2346381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2346396.500000 Penalty: 3204.654541
	Iteration 46Q: 3 clusters Score -2346396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2346395.250000 Penalty: 3204.654541
	Iteration 47Q: 3 clusters Score -2346395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2346399.750000 Penalty: 3204.654541
	Iteration 48Q: 3 clusters Score -2346400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2346405.250000 Penalty: 3204.654541
	Iteration 49Q: 3 clusters Score -2346405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2346403.250000 Penalty: 3204.654541
	Iteration 50Q: 3 clusters Score -2346403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2346409.000000 Penalty: 3204.654541
	Iteration 51Q: 3 clusters Score -2346409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2346417.500000 Penalty: 3204.654541
	Iteration 52Q: 3 clusters Score -2346418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2346428.750000 Penalty: 3204.654541
	Iteration 53Q: 3 clusters Score -2346429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2346446.500000 Penalty: 3204.654541
	Iteration 54Q: 3 clusters Score -2346446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2346450.250000 Penalty: 3204.654541
	Iteration 55Q: 3 clusters Score -2346450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2346460.750000 Penalty: 3204.654541
	Iteration 56Q: 3 clusters Score -2346461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2346471.000000 Penalty: 3204.654541
	Iteration 57Q: 3 clusters Score -2346471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2346474.750000 Penalty: 3204.654541
	Iteration 58Q: 3 clusters Score -2346475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2346476.500000 Penalty: 3204.654541
	Iteration 59Q: 3 clusters Score -2346476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2346483.250000 Penalty: 3204.654541
	Iteration 60F: 3 clusters Score -2346483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2346482.500000 Penalty: 3204.654541
	Iteration 61Q: 3 clusters Score -2346482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2346487.250000 Penalty: 3204.654541
	Iteration 62Q: 3 clusters Score -2346487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2346489.250000 Penalty: 3204.654541
	Iteration 63Q: 3 clusters Score -2346489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2346496.500000 Penalty: 3204.654541
	Iteration 64Q: 3 clusters Score -2346496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2346510.500000 Penalty: 3204.654541
	Iteration 65Q: 3 clusters Score -2346510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2346510.250000 Penalty: 3204.654541
	Iteration 66Q: 3 clusters Score -2346510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2346511.500000 Penalty: 3204.654541
	Iteration 67Q: 3 clusters Score -2346512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2346516.250000 Penalty: 3204.654541
	Iteration 68Q: 3 clusters Score -2346516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2346517.250000 Penalty: 3204.654541
	Iteration 69Q: 3 clusters Score -2346517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2346524.000000 Penalty: 3204.654541
	Iteration 70Q: 3 clusters Score -2346524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2346530.500000 Penalty: 3204.654541
	Iteration 71Q: 3 clusters Score -2346530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2346529.250000 Penalty: 3204.654541
	Iteration 72Q: 3 clusters Score -2346529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2346529.250000 Penalty: 3204.654541
	Iteration 73F: 3 clusters Score -2346529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Entering Unmasked Estep 
Score: -10074489.000000 Penalty: 1833.159424
	Iteration 0F: 2 clusters Score -1.007449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -10022282.000000 Penalty: 3666.318848
	Iteration 0F: 3 clusters Score -1.002228e+07 nChanged 37569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -10044932.000000 Penalty: 3666.318848
	Iteration 1F: 3 clusters Score -1.004493e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -10046425.000000 Penalty: 3666.318848
	Iteration 2Q: 3 clusters Score -1.004642e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -10047896.000000 Penalty: 3666.318848
	Iteration 3Q: 3 clusters Score -1.00479e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -10049603.000000 Penalty: 3666.318848
	Iteration 4Q: 3 clusters Score -1.00496e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -10051464.000000 Penalty: 3666.318848
	Iteration 5F: 3 clusters Score -1.005146e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -10053282.000000 Penalty: 3666.318848
	Iteration 6F: 3 clusters Score -1.005328e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -10054816.000000 Penalty: 3666.318848
	Iteration 7Q: 3 clusters Score -1.005482e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -10055980.000000 Penalty: 3666.318848
	Iteration 8Q: 3 clusters Score -1.005598e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -10057019.000000 Penalty: 3666.318848
	Iteration 9Q: 3 clusters Score -1.005702e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -10057862.000000 Penalty: 3666.318848
	Iteration 10Q: 3 clusters Score -1.005786e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -10058658.000000 Penalty: 3666.318848
	Iteration 11Q: 3 clusters Score -1.005866e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -10059513.000000 Penalty: 3666.318848
	Iteration 12Q: 3 clusters Score -1.005951e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -10060518.000000 Penalty: 3666.318848
	Iteration 13Q: 3 clusters Score -1.006052e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -10061563.000000 Penalty: 3666.318848
	Iteration 14Q: 3 clusters Score -1.006156e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -10062631.000000 Penalty: 3666.318848
	Iteration 15Q: 3 clusters Score -1.006263e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -10063746.000000 Penalty: 3666.318848
	Iteration 16Q: 3 clusters Score -1.006375e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -10064970.000000 Penalty: 3666.318848
	Iteration 17Q: 3 clusters Score -1.006497e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -10066077.000000 Penalty: 3666.318848
	Iteration 18Q: 3 clusters Score -1.006608e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -10067190.000000 Penalty: 3666.318848
	Iteration 19Q: 3 clusters Score -1.006719e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -10068228.000000 Penalty: 3666.318848
	Iteration 20F: 3 clusters Score -1.006823e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -10069127.000000 Penalty: 3666.318848
	Iteration 21Q: 3 clusters Score -1.006913e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 71064 members 
Entering Unmasked Estep 
Score: -10069917.000000 Penalty: 3666.318848
	Iteration 22Q: 3 clusters Score -1.006992e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 72610 members 
Entering Unmasked Estep 
Score: -10070573.000000 Penalty: 3666.318848
	Iteration 23Q: 3 clusters Score -1.007057e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 73869 members 
Entering Unmasked Estep 
Score: -10071106.000000 Penalty: 3666.318848
	Iteration 24Q: 3 clusters Score -1.007111e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 74880 members 
Entering Unmasked Estep 
Score: -10071599.000000 Penalty: 3666.318848
	Iteration 25Q: 3 clusters Score -1.00716e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 75651 members 
Entering Unmasked Estep 
Score: -10071931.000000 Penalty: 3666.318848
	Iteration 26Q: 3 clusters Score -1.007193e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
Score: -10072161.000000 Penalty: 3666.318848
	Iteration 27Q: 3 clusters Score -1.007216e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -10072338.000000 Penalty: 3666.318848
	Iteration 28Q: 3 clusters Score -1.007234e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 77014 members 
Entering Unmasked Estep 
Score: -10072480.000000 Penalty: 3666.318848
	Iteration 29Q: 3 clusters Score -1.007248e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -10072606.000000 Penalty: 3666.318848
	Iteration 30Q: 3 clusters Score -1.007261e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 77474 members 
Entering Unmasked Estep 
Score: -10072699.000000 Penalty: 3666.318848
	Iteration 31Q: 3 clusters Score -1.00727e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 77632 members 
Entering Unmasked Estep 
Score: -10072759.000000 Penalty: 3666.318848
	Iteration 32Q: 3 clusters Score -1.007276e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 77745 members 
Entering Unmasked Estep 
Score: -10072776.000000 Penalty: 3666.318848
	Iteration 33Q: 3 clusters Score -1.007278e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -10072812.000000 Penalty: 3666.318848
	Iteration 34Q: 3 clusters Score -1.007281e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 77904 members 
Entering Unmasked Estep 
Score: -10072843.000000 Penalty: 3666.318848
	Iteration 35Q: 3 clusters Score -1.007284e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 77976 members 
Entering Unmasked Estep 
Score: -10072867.000000 Penalty: 3666.318848
	Iteration 36Q: 3 clusters Score -1.007287e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -10072878.000000 Penalty: 3666.318848
	Iteration 37Q: 3 clusters Score -1.007288e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -10072893.000000 Penalty: 3666.318848
	Iteration 38Q: 3 clusters Score -1.007289e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
Score: -10072928.000000 Penalty: 3666.318848
	Iteration 39Q: 3 clusters Score -1.007293e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -10072939.000000 Penalty: 3666.318848
	Iteration 40F: 3 clusters Score -1.007294e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -10072967.000000 Penalty: 3666.318848
	Iteration 41Q: 3 clusters Score -1.007297e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -10072977.000000 Penalty: 3666.318848
	Iteration 42Q: 3 clusters Score -1.007298e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -10073000.000000 Penalty: 3666.318848
	Iteration 43Q: 3 clusters Score -1.0073e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 78266 members 
Entering Unmasked Estep 
Score: -10073005.000000 Penalty: 3666.318848
	Iteration 44Q: 3 clusters Score -1.0073e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 78283 members 
Entering Unmasked Estep 
Score: -10073028.000000 Penalty: 3666.318848
	Iteration 45Q: 3 clusters Score -1.007303e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -10073030.000000 Penalty: 3666.318848
	Iteration 46Q: 3 clusters Score -1.007303e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 78311 members 
Entering Unmasked Estep 
Score: -10073019.000000 Penalty: 3666.318848
	Iteration 47Q: 3 clusters Score -1.007302e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -10073020.000000 Penalty: 3666.318848
	Iteration 48Q: 3 clusters Score -1.007302e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 78342 members 
Entering Unmasked Estep 
Score: -10073036.000000 Penalty: 3666.318848
	Iteration 49Q: 3 clusters Score -1.007304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -10073049.000000 Penalty: 3666.318848
	Iteration 50Q: 3 clusters Score -1.007305e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -10073055.000000 Penalty: 3666.318848
	Iteration 51Q: 3 clusters Score -1.007306e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
Score: -10073062.000000 Penalty: 3666.318848
	Iteration 52Q: 3 clusters Score -1.007306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 78402 members 
Entering Unmasked Estep 
Score: -10073078.000000 Penalty: 3666.318848
	Iteration 53Q: 3 clusters Score -1.007308e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 78410 members 
Entering Unmasked Estep 
Score: -10073083.000000 Penalty: 3666.318848
	Iteration 54Q: 3 clusters Score -1.007308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -10073093.000000 Penalty: 3666.318848
	Iteration 55Q: 3 clusters Score -1.007309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -10073081.000000 Penalty: 3666.318848
	Iteration 56Q: 3 clusters Score -1.007308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -10073093.000000 Penalty: 3666.318848
	Iteration 57Q: 3 clusters Score -1.007309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 78432 members 
Entering Unmasked Estep 
Score: -10073082.000000 Penalty: 3666.318848
	Iteration 58Q: 3 clusters Score -1.007308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 78438 members 
Entering Unmasked Estep 
Score: -10073084.000000 Penalty: 3666.318848
	Iteration 59Q: 3 clusters Score -1.007308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 78444 members 
Entering Unmasked Estep 
Score: -10073089.000000 Penalty: 3666.318848
	Iteration 60F: 3 clusters Score -1.007309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -10073099.000000 Penalty: 3666.318848
	Iteration 61Q: 3 clusters Score -1.00731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -10073099.000000 Penalty: 3666.318848
	Iteration 62Q: 3 clusters Score -1.00731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -10073107.000000 Penalty: 3666.318848
	Iteration 63Q: 3 clusters Score -1.007311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
Score: -10073110.000000 Penalty: 3666.318848
	Iteration 64Q: 3 clusters Score -1.007311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -10073116.000000 Penalty: 3666.318848
	Iteration 65Q: 3 clusters Score -1.007312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 78478 members 
Entering Unmasked Estep 
Score: -10073121.000000 Penalty: 3666.318848
	Iteration 66Q: 3 clusters Score -1.007312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -10073119.000000 Penalty: 3666.318848
	Iteration 67Q: 3 clusters Score -1.007312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 78490 members 
Entering Unmasked Estep 
Score: -10073120.000000 Penalty: 3666.318848
	Iteration 68Q: 3 clusters Score -1.007312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -10073124.000000 Penalty: 3666.318848
	Iteration 69Q: 3 clusters Score -1.007312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -10073124.000000 Penalty: 3666.318848
	Iteration 70F: 3 clusters Score -1.007312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -163061.484375 Penalty: 1176.954590
	Iteration 0F: 2 clusters Score -163061.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -161548.390625 Penalty: 2353.909180
	Iteration 0F: 3 clusters Score -161548.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -162420.593750 Penalty: 2353.909180
	Iteration 1F: 3 clusters Score -162420.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -163385.781250 Penalty: 2353.909180
	Iteration 2F: 3 clusters Score -163385.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -163964.312500 Penalty: 2353.909180
	Iteration 3F: 3 clusters Score -163964.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -164145.359375 Penalty: 2353.909180
	Iteration 4F: 3 clusters Score -164145.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -164189.562500 Penalty: 2353.909180
	Iteration 5Q: 3 clusters Score -164189.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -164205.984375 Penalty: 2353.909180
	Iteration 6Q: 3 clusters Score -164206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -164209.421875 Penalty: 2353.909180
	Iteration 7Q: 3 clusters Score -164209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -164212.500000 Penalty: 2353.909180
	Iteration 8Q: 3 clusters Score -164212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -164214.015625 Penalty: 2353.909180
	Iteration 9Q: 3 clusters Score -164214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -164214.890625 Penalty: 2353.909180
	Iteration 10Q: 3 clusters Score -164214.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -164214.890625 Penalty: 2353.909180
	Iteration 11F: 3 clusters Score -164214.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 140733 members 
Mstep: Class 3 contains 6780 members 
Mstep: Class 4 contains 33264 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 15219 members 
Mstep: Class 8 contains 92593 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 42321 members 
Mstep: Class 11 contains 39662 members 
Mstep: Class 12 contains 9255 members 
Mstep: Class 13 contains 24284 members 
Mstep: Class 14 contains 13219 members 
Mstep: Class 15 contains 218 members 
Mstep: Class 16 contains 7823 members 
Mstep: Class 17 contains 19158 members 
Mstep: Class 18 contains 79299 members 
Mstep: Class 19 contains 1197 members 
Mstep: Class 20 contains 25783 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 133444 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 115123 members 
Mstep: Class 25 contains 3765 members 
Mstep: Class 26 contains 236 members 
Mstep: Class 27 contains 11425 members 
Mstep: Class 28 contains 2900 members 
Mstep: Class 29 contains 724 members 
Mstep: Class 30 contains 201 members 
Entering Unmasked Estep 
Score: -108876976.000000 Penalty: 66754.359375
Splitting cluster 19 changes total score from -108871664.000000 to -108876976.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (25783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Entering Unmasked Estep 
Score: -3225502.000000 Penalty: 1650.588989
	Iteration 0F: 2 clusters Score -3225502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3208194.750000 Penalty: 3301.177979
	Iteration 0F: 3 clusters Score -3208195 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -3214932.000000 Penalty: 3301.177979
	Iteration 1F: 3 clusters Score -3214932 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -3215919.000000 Penalty: 3301.177979
	Iteration 2F: 3 clusters Score -3215919 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -3217402.750000 Penalty: 3301.177979
	Iteration 3F: 3 clusters Score -3217403 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -3219581.750000 Penalty: 3301.177979
	Iteration 4F: 3 clusters Score -3219582 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -3222690.500000 Penalty: 3301.177979
	Iteration 5F: 3 clusters Score -3222690 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -3225600.500000 Penalty: 3301.177979
	Iteration 6F: 3 clusters Score -3225600 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -3227077.750000 Penalty: 3301.177979
	Iteration 7F: 3 clusters Score -3227078 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3227682.750000 Penalty: 3301.177979
	Iteration 8Q: 3 clusters Score -3227683 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3227951.750000 Penalty: 3301.177979
	Iteration 9Q: 3 clusters Score -3227952 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3228079.500000 Penalty: 3301.177979
	Iteration 10Q: 3 clusters Score -3228080 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3228179.750000 Penalty: 3301.177979
	Iteration 11Q: 3 clusters Score -3228180 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3228268.750000 Penalty: 3301.177979
	Iteration 12Q: 3 clusters Score -3228269 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3228365.000000 Penalty: 3301.177979
	Iteration 13Q: 3 clusters Score -3228365 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3228437.250000 Penalty: 3301.177979
	Iteration 14Q: 3 clusters Score -3228437 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3228514.250000 Penalty: 3301.177979
	Iteration 15Q: 3 clusters Score -3228514 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3228616.750000 Penalty: 3301.177979
	Iteration 16Q: 3 clusters Score -3228617 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3228726.000000 Penalty: 3301.177979
	Iteration 17Q: 3 clusters Score -3228726 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3228857.750000 Penalty: 3301.177979
	Iteration 18Q: 3 clusters Score -3228858 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3229031.500000 Penalty: 3301.177979
	Iteration 19Q: 3 clusters Score -3229032 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3229316.750000 Penalty: 3301.177979
	Iteration 20F: 3 clusters Score -3229317 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -3229675.000000 Penalty: 3301.177979
	Iteration 21Q: 3 clusters Score -3229675 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3230083.750000 Penalty: 3301.177979
	Iteration 22Q: 3 clusters Score -3230084 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -3230384.250000 Penalty: 3301.177979
	Iteration 23Q: 3 clusters Score -3230384 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3230624.250000 Penalty: 3301.177979
	Iteration 24Q: 3 clusters Score -3230624 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3230755.750000 Penalty: 3301.177979
	Iteration 25Q: 3 clusters Score -3230756 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3230822.500000 Penalty: 3301.177979
	Iteration 26Q: 3 clusters Score -3230822 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3230844.250000 Penalty: 3301.177979
	Iteration 27Q: 3 clusters Score -3230844 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -3230851.500000 Penalty: 3301.177979
	Iteration 28Q: 3 clusters Score -3230852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3230856.750000 Penalty: 3301.177979
	Iteration 29Q: 3 clusters Score -3230857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -3230859.250000 Penalty: 3301.177979
	Iteration 30Q: 3 clusters Score -3230859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3230851.750000 Penalty: 3301.177979
	Iteration 31Q: 3 clusters Score -3230852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -3230851.250000 Penalty: 3301.177979
	Iteration 32Q: 3 clusters Score -3230851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3230851.500000 Penalty: 3301.177979
	Iteration 33Q: 3 clusters Score -3230852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -3230855.750000 Penalty: 3301.177979
	Iteration 34Q: 3 clusters Score -3230856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3230854.750000 Penalty: 3301.177979
	Iteration 35Q: 3 clusters Score -3230855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -3230852.750000 Penalty: 3301.177979
	Iteration 36Q: 3 clusters Score -3230853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -3230852.750000 Penalty: 3301.177979
	Iteration 37F: 3 clusters Score -3230853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 140733 members 
Mstep: Class 3 contains 6780 members 
Mstep: Class 4 contains 33264 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 15219 members 
Mstep: Class 8 contains 92593 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 42321 members 
Mstep: Class 11 contains 39662 members 
Mstep: Class 12 contains 9255 members 
Mstep: Class 13 contains 24284 members 
Mstep: Class 14 contains 13219 members 
Mstep: Class 15 contains 218 members 
Mstep: Class 16 contains 7823 members 
Mstep: Class 17 contains 19158 members 
Mstep: Class 18 contains 79299 members 
Mstep: Class 19 contains 1197 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 133444 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 115123 members 
Mstep: Class 25 contains 3765 members 
Mstep: Class 26 contains 236 members 
Mstep: Class 27 contains 11425 members 
Mstep: Class 28 contains 2900 members 
Mstep: Class 29 contains 724 members 
Mstep: Class 30 contains 201 members 
Mstep: Class 31 contains 18857 members 
Entering Unmasked Estep 
Score: -108881376.000000 Penalty: 68979.507812
Splitting cluster 20 changes total score from -108871664.000000 to -108881376.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (7010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Entering Unmasked Estep 
Score: -814379.937500 Penalty: 1438.952637
	Iteration 0F: 2 clusters Score -814379.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -809143.625000 Penalty: 2877.905273
	Iteration 0F: 3 clusters Score -809143.6 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -810940.250000 Penalty: 2877.905273
	Iteration 1F: 3 clusters Score -810940.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -811320.687500 Penalty: 2877.905273
	Iteration 2F: 3 clusters Score -811320.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -811634.562500 Penalty: 2877.905273
	Iteration 3F: 3 clusters Score -811634.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -811879.625000 Penalty: 2877.905273
	Iteration 4F: 3 clusters Score -811879.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -812078.750000 Penalty: 2877.905273
	Iteration 5Q: 3 clusters Score -812078.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -812228.375000 Penalty: 2877.905273
	Iteration 6Q: 3 clusters Score -812228.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -812354.562500 Penalty: 2877.905273
	Iteration 7Q: 3 clusters Score -812354.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -812462.750000 Penalty: 2877.905273
	Iteration 8Q: 3 clusters Score -812462.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -812546.562500 Penalty: 2877.905273
	Iteration 9Q: 3 clusters Score -812546.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -812607.937500 Penalty: 2877.905273
	Iteration 10Q: 3 clusters Score -812607.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -812660.062500 Penalty: 2877.905273
	Iteration 11Q: 3 clusters Score -812660.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -812708.312500 Penalty: 2877.905273
	Iteration 12Q: 3 clusters Score -812708.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -812758.250000 Penalty: 2877.905273
	Iteration 13Q: 3 clusters Score -812758.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -812797.750000 Penalty: 2877.905273
	Iteration 14Q: 3 clusters Score -812797.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -812820.812500 Penalty: 2877.905273
	Iteration 15Q: 3 clusters Score -812820.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -812837.875000 Penalty: 2877.905273
	Iteration 16Q: 3 clusters Score -812837.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -812850.312500 Penalty: 2877.905273
	Iteration 17Q: 3 clusters Score -812850.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -812859.500000 Penalty: 2877.905273
	Iteration 18Q: 3 clusters Score -812859.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -812873.812500 Penalty: 2877.905273
	Iteration 19Q: 3 clusters Score -812873.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -812882.687500 Penalty: 2877.905273
	Iteration 20F: 3 clusters Score -812882.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -812889.500000 Penalty: 2877.905273
	Iteration 21Q: 3 clusters Score -812889.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -812897.875000 Penalty: 2877.905273
	Iteration 22Q: 3 clusters Score -812897.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -812905.562500 Penalty: 2877.905273
	Iteration 23Q: 3 clusters Score -812905.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -812911.687500 Penalty: 2877.905273
	Iteration 24Q: 3 clusters Score -812911.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -812912.437500 Penalty: 2877.905273
	Iteration 25Q: 3 clusters Score -812912.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -812918.437500 Penalty: 2877.905273
	Iteration 26Q: 3 clusters Score -812918.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -812922.687500 Penalty: 2877.905273
	Iteration 27Q: 3 clusters Score -812922.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -812925.625000 Penalty: 2877.905273
	Iteration 28Q: 3 clusters Score -812925.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -812932.562500 Penalty: 2877.905273
	Iteration 29Q: 3 clusters Score -812932.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -812938.000000 Penalty: 2877.905273
	Iteration 30Q: 3 clusters Score -812938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -812944.062500 Penalty: 2877.905273
	Iteration 31Q: 3 clusters Score -812944.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -812949.000000 Penalty: 2877.905273
	Iteration 32Q: 3 clusters Score -812949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -812956.875000 Penalty: 2877.905273
	Iteration 33Q: 3 clusters Score -812956.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -812963.000000 Penalty: 2877.905273
	Iteration 34Q: 3 clusters Score -812963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -812972.312500 Penalty: 2877.905273
	Iteration 35Q: 3 clusters Score -812972.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -812978.187500 Penalty: 2877.905273
	Iteration 36Q: 3 clusters Score -812978.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -812984.625000 Penalty: 2877.905273
	Iteration 37Q: 3 clusters Score -812984.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -812991.062500 Penalty: 2877.905273
	Iteration 38Q: 3 clusters Score -812991.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -812996.500000 Penalty: 2877.905273
	Iteration 39Q: 3 clusters Score -812996.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -813003.625000 Penalty: 2877.905273
	Iteration 40F: 3 clusters Score -813003.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -813005.062500 Penalty: 2877.905273
	Iteration 41Q: 3 clusters Score -813005.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -813013.312500 Penalty: 2877.905273
	Iteration 42Q: 3 clusters Score -813013.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -813023.812500 Penalty: 2877.905273
	Iteration 43Q: 3 clusters Score -813023.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -813031.500000 Penalty: 2877.905273
	Iteration 44Q: 3 clusters Score -813031.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -813046.250000 Penalty: 2877.905273
	Iteration 45Q: 3 clusters Score -813046.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -813053.687500 Penalty: 2877.905273
	Iteration 46Q: 3 clusters Score -813053.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -813058.812500 Penalty: 2877.905273
	Iteration 47Q: 3 clusters Score -813058.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -813063.062500 Penalty: 2877.905273
	Iteration 48Q: 3 clusters Score -813063.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -813065.812500 Penalty: 2877.905273
	Iteration 49Q: 3 clusters Score -813065.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -813070.125000 Penalty: 2877.905273
	Iteration 50Q: 3 clusters Score -813070.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -813072.812500 Penalty: 2877.905273
	Iteration 51Q: 3 clusters Score -813072.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -813075.687500 Penalty: 2877.905273
	Iteration 52Q: 3 clusters Score -813075.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -813079.062500 Penalty: 2877.905273
	Iteration 53Q: 3 clusters Score -813079.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -813083.625000 Penalty: 2877.905273
	Iteration 54Q: 3 clusters Score -813083.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -813086.312500 Penalty: 2877.905273
	Iteration 55Q: 3 clusters Score -813086.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -813089.875000 Penalty: 2877.905273
	Iteration 56Q: 3 clusters Score -813089.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -813097.437500 Penalty: 2877.905273
	Iteration 57Q: 3 clusters Score -813097.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -813103.500000 Penalty: 2877.905273
	Iteration 58Q: 3 clusters Score -813103.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -813109.062500 Penalty: 2877.905273
	Iteration 59Q: 3 clusters Score -813109.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -813109.625000 Penalty: 2877.905273
	Iteration 60F: 3 clusters Score -813109.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -813113.625000 Penalty: 2877.905273
	Iteration 61Q: 3 clusters Score -813113.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -813117.812500 Penalty: 2877.905273
	Iteration 62Q: 3 clusters Score -813117.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -813119.062500 Penalty: 2877.905273
	Iteration 63Q: 3 clusters Score -813119.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -813121.500000 Penalty: 2877.905273
	Iteration 64Q: 3 clusters Score -813121.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -813125.187500 Penalty: 2877.905273
	Iteration 65Q: 3 clusters Score -813125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -813125.687500 Penalty: 2877.905273
	Iteration 66Q: 3 clusters Score -813125.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -813127.562500 Penalty: 2877.905273
	Iteration 67Q: 3 clusters Score -813127.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -813129.562500 Penalty: 2877.905273
	Iteration 68Q: 3 clusters Score -813129.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -813129.812500 Penalty: 2877.905273
	Iteration 69Q: 3 clusters Score -813129.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -813132.687500 Penalty: 2877.905273
	Iteration 70Q: 3 clusters Score -813132.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -813133.937500 Penalty: 2877.905273
	Iteration 71Q: 3 clusters Score -813133.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -813135.062500 Penalty: 2877.905273
	Iteration 72Q: 3 clusters Score -813135.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -813134.187500 Penalty: 2877.905273
	Iteration 73Q: 3 clusters Score -813134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -813134.750000 Penalty: 2877.905273
	Iteration 74Q: 3 clusters Score -813134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -813135.625000 Penalty: 2877.905273
	Iteration 75Q: 3 clusters Score -813135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -813134.375000 Penalty: 2877.905273
	Iteration 76Q: 3 clusters Score -813134.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -813135.125000 Penalty: 2877.905273
	Iteration 77Q: 3 clusters Score -813135.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -813135.125000 Penalty: 2877.905273
	Iteration 78F: 3 clusters Score -813135.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (133444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133444 members 
Entering Unmasked Estep 
Score: -16991248.000000 Penalty: 1917.733521
	Iteration 0F: 2 clusters Score -1.699125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 66827 members 
Entering Unmasked Estep 
Score: -16908292.000000 Penalty: 3835.467041
	Iteration 0F: 3 clusters Score -1.690829e+07 nChanged 64052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 68981 members 
Entering Unmasked Estep 
Score: -16948376.000000 Penalty: 3835.467041
	Iteration 1F: 3 clusters Score -1.694838e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -16953104.000000 Penalty: 3835.467041
	Iteration 2F: 3 clusters Score -1.69531e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 71675 members 
Entering Unmasked Estep 
Score: -16960472.000000 Penalty: 3835.467041
	Iteration 3F: 3 clusters Score -1.696047e+07 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 74087 members 
Entering Unmasked Estep 
Score: -16969040.000000 Penalty: 3835.467041
	Iteration 4F: 3 clusters Score -1.696904e+07 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 77566 members 
Entering Unmasked Estep 
Score: -16977984.000000 Penalty: 3835.467041
	Iteration 5F: 3 clusters Score -1.697798e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 81236 members 
Entering Unmasked Estep 
Score: -16985908.000000 Penalty: 3835.467041
	Iteration 6F: 3 clusters Score -1.698591e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 84152 members 
Entering Unmasked Estep 
Score: -16991200.000000 Penalty: 3835.467041
	Iteration 7F: 3 clusters Score -1.69912e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 86397 members 
Entering Unmasked Estep 
Score: -16993680.000000 Penalty: 3835.467041
	Iteration 8Q: 3 clusters Score -1.699368e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -16994870.000000 Penalty: 3835.467041
	Iteration 9Q: 3 clusters Score -1.699487e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 89691 members 
Entering Unmasked Estep 
Score: -16995606.000000 Penalty: 3835.467041
	Iteration 10Q: 3 clusters Score -1.699561e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 91029 members 
Entering Unmasked Estep 
Score: -16996188.000000 Penalty: 3835.467041
	Iteration 11Q: 3 clusters Score -1.699619e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 92242 members 
Entering Unmasked Estep 
Score: -16996580.000000 Penalty: 3835.467041
	Iteration 12Q: 3 clusters Score -1.699658e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 93397 members 
Entering Unmasked Estep 
Score: -16996924.000000 Penalty: 3835.467041
	Iteration 13Q: 3 clusters Score -1.699692e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -16997286.000000 Penalty: 3835.467041
	Iteration 14Q: 3 clusters Score -1.699729e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
Score: -16997508.000000 Penalty: 3835.467041
	Iteration 15Q: 3 clusters Score -1.699751e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 96472 members 
Entering Unmasked Estep 
Score: -16997716.000000 Penalty: 3835.467041
	Iteration 16Q: 3 clusters Score -1.699772e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 97452 members 
Entering Unmasked Estep 
Score: -16997934.000000 Penalty: 3835.467041
	Iteration 17Q: 3 clusters Score -1.699793e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 98445 members 
Entering Unmasked Estep 
Score: -16998102.000000 Penalty: 3835.467041
	Iteration 18Q: 3 clusters Score -1.69981e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 99434 members 
Entering Unmasked Estep 
Score: -16998302.000000 Penalty: 3835.467041
	Iteration 19Q: 3 clusters Score -1.69983e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
Score: -16998582.000000 Penalty: 3835.467041
	Iteration 20F: 3 clusters Score -1.699858e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 101444 members 
Entering Unmasked Estep 
Score: -16998770.000000 Penalty: 3835.467041
	Iteration 21Q: 3 clusters Score -1.699877e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 102400 members 
Entering Unmasked Estep 
Score: -16999078.000000 Penalty: 3835.467041
	Iteration 22Q: 3 clusters Score -1.699908e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 103293 members 
Entering Unmasked Estep 
Score: -16999372.000000 Penalty: 3835.467041
	Iteration 23Q: 3 clusters Score -1.699937e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 104065 members 
Entering Unmasked Estep 
Score: -16999508.000000 Penalty: 3835.467041
	Iteration 24Q: 3 clusters Score -1.699951e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -16999570.000000 Penalty: 3835.467041
	Iteration 25Q: 3 clusters Score -1.699957e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 105446 members 
Entering Unmasked Estep 
Score: -16999674.000000 Penalty: 3835.467041
	Iteration 26Q: 3 clusters Score -1.699967e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 106072 members 
Entering Unmasked Estep 
Score: -16999718.000000 Penalty: 3835.467041
	Iteration 27Q: 3 clusters Score -1.699972e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 106609 members 
Entering Unmasked Estep 
Score: -16999772.000000 Penalty: 3835.467041
	Iteration 28Q: 3 clusters Score -1.699977e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 107025 members 
Entering Unmasked Estep 
Score: -16999812.000000 Penalty: 3835.467041
	Iteration 29Q: 3 clusters Score -1.699981e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 107398 members 
Entering Unmasked Estep 
Score: -16999840.000000 Penalty: 3835.467041
	Iteration 30Q: 3 clusters Score -1.699984e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 107747 members 
Entering Unmasked Estep 
Score: -16999852.000000 Penalty: 3835.467041
	Iteration 31Q: 3 clusters Score -1.699985e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 108051 members 
Entering Unmasked Estep 
Score: -16999856.000000 Penalty: 3835.467041
	Iteration 32Q: 3 clusters Score -1.699986e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 108312 members 
Entering Unmasked Estep 
Score: -16999858.000000 Penalty: 3835.467041
	Iteration 33Q: 3 clusters Score -1.699986e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 108567 members 
Entering Unmasked Estep 
Score: -16999882.000000 Penalty: 3835.467041
	Iteration 34Q: 3 clusters Score -1.699988e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 108810 members 
Entering Unmasked Estep 
Score: -16999896.000000 Penalty: 3835.467041
	Iteration 35Q: 3 clusters Score -1.69999e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 109012 members 
Entering Unmasked Estep 
Score: -16999910.000000 Penalty: 3835.467041
	Iteration 36Q: 3 clusters Score -1.699991e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 109198 members 
Entering Unmasked Estep 
Score: -16999950.000000 Penalty: 3835.467041
	Iteration 37Q: 3 clusters Score -1.699995e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 109364 members 
Entering Unmasked Estep 
Score: -16999998.000000 Penalty: 3835.467041
	Iteration 38Q: 3 clusters Score -1.7e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 109502 members 
Entering Unmasked Estep 
Score: -16999990.000000 Penalty: 3835.467041
	Iteration 39Q: 3 clusters Score -1.699999e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 109634 members 
Entering Unmasked Estep 
Score: -17000026.000000 Penalty: 3835.467041
	Iteration 40F: 3 clusters Score -1.700003e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 109750 members 
Entering Unmasked Estep 
Score: -17000004.000000 Penalty: 3835.467041
	Iteration 41Q: 3 clusters Score -1.7e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 109860 members 
Entering Unmasked Estep 
Score: -17000022.000000 Penalty: 3835.467041
	Iteration 42Q: 3 clusters Score -1.700002e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 109969 members 
Entering Unmasked Estep 
Score: -17000060.000000 Penalty: 3835.467041
	Iteration 43Q: 3 clusters Score -1.700006e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 110065 members 
Entering Unmasked Estep 
Score: -17000066.000000 Penalty: 3835.467041
	Iteration 44Q: 3 clusters Score -1.700007e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 110155 members 
Entering Unmasked Estep 
Score: -17000098.000000 Penalty: 3835.467041
	Iteration 45Q: 3 clusters Score -1.70001e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 110242 members 
Entering Unmasked Estep 
Score: -17000110.000000 Penalty: 3835.467041
	Iteration 46Q: 3 clusters Score -1.700011e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 110328 members 
Entering Unmasked Estep 
Score: -17000108.000000 Penalty: 3835.467041
	Iteration 47Q: 3 clusters Score -1.700011e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 110400 members 
Entering Unmasked Estep 
Score: -17000154.000000 Penalty: 3835.467041
	Iteration 48Q: 3 clusters Score -1.700015e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 110462 members 
Entering Unmasked Estep 
Score: -17000172.000000 Penalty: 3835.467041
	Iteration 49Q: 3 clusters Score -1.700017e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 110519 members 
Entering Unmasked Estep 
Score: -17000154.000000 Penalty: 3835.467041
	Iteration 50Q: 3 clusters Score -1.700015e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 110568 members 
Entering Unmasked Estep 
Score: -17000136.000000 Penalty: 3835.467041
	Iteration 51Q: 3 clusters Score -1.700014e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 110608 members 
Entering Unmasked Estep 
Score: -17000130.000000 Penalty: 3835.467041
	Iteration 52Q: 3 clusters Score -1.700013e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 110645 members 
Entering Unmasked Estep 
Score: -17000154.000000 Penalty: 3835.467041
	Iteration 53Q: 3 clusters Score -1.700015e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 110677 members 
Entering Unmasked Estep 
Score: -17000162.000000 Penalty: 3835.467041
	Iteration 54Q: 3 clusters Score -1.700016e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 110695 members 
Entering Unmasked Estep 
Score: -17000176.000000 Penalty: 3835.467041
	Iteration 55Q: 3 clusters Score -1.700018e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 110716 members 
Entering Unmasked Estep 
Score: -17000166.000000 Penalty: 3835.467041
	Iteration 56Q: 3 clusters Score -1.700017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 110730 members 
Entering Unmasked Estep 
Score: -17000176.000000 Penalty: 3835.467041
	Iteration 57Q: 3 clusters Score -1.700018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 110747 members 
Entering Unmasked Estep 
Score: -17000170.000000 Penalty: 3835.467041
	Iteration 58Q: 3 clusters Score -1.700017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 110762 members 
Entering Unmasked Estep 
Score: -17000164.000000 Penalty: 3835.467041
	Iteration 59Q: 3 clusters Score -1.700016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 110773 members 
Entering Unmasked Estep 
Score: -17000188.000000 Penalty: 3835.467041
	Iteration 60F: 3 clusters Score -1.700019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 110779 members 
Entering Unmasked Estep 
Score: -17000192.000000 Penalty: 3835.467041
	Iteration 61Q: 3 clusters Score -1.700019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 110784 members 
Entering Unmasked Estep 
Score: -17000198.000000 Penalty: 3835.467041
	Iteration 62Q: 3 clusters Score -1.70002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 110791 members 
Entering Unmasked Estep 
Score: -17000194.000000 Penalty: 3835.467041
	Iteration 63Q: 3 clusters Score -1.700019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -17000192.000000 Penalty: 3835.467041
	Iteration 64Q: 3 clusters Score -1.700019e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 110812 members 
Entering Unmasked Estep 
Score: -17000202.000000 Penalty: 3835.467041
	Iteration 65Q: 3 clusters Score -1.70002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 110819 members 
Entering Unmasked Estep 
Score: -17000204.000000 Penalty: 3835.467041
	Iteration 66Q: 3 clusters Score -1.70002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 110828 members 
Entering Unmasked Estep 
Score: -17000202.000000 Penalty: 3835.467041
	Iteration 67Q: 3 clusters Score -1.70002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 110834 members 
Entering Unmasked Estep 
Score: -17000216.000000 Penalty: 3835.467041
	Iteration 68Q: 3 clusters Score -1.700022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 110842 members 
Entering Unmasked Estep 
Score: -17000218.000000 Penalty: 3835.467041
	Iteration 69Q: 3 clusters Score -1.700022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 110845 members 
Entering Unmasked Estep 
Score: -17000210.000000 Penalty: 3835.467041
	Iteration 70Q: 3 clusters Score -1.700021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 110849 members 
Entering Unmasked Estep 
Score: -17000216.000000 Penalty: 3835.467041
	Iteration 71Q: 3 clusters Score -1.700022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 110850 members 
Entering Unmasked Estep 
Score: -17000212.000000 Penalty: 3835.467041
	Iteration 72Q: 3 clusters Score -1.700021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 110851 members 
Entering Unmasked Estep 
Score: -17000218.000000 Penalty: 3835.467041
	Iteration 73Q: 3 clusters Score -1.700022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 110852 members 
Entering Unmasked Estep 
Score: -17000222.000000 Penalty: 3835.467041
	Iteration 74Q: 3 clusters Score -1.700022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 110854 members 
Entering Unmasked Estep 
Score: -17000218.000000 Penalty: 3835.467041
	Iteration 75Q: 3 clusters Score -1.700022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 110859 members 
Entering Unmasked Estep 
Score: -17000214.000000 Penalty: 3835.467041
	Iteration 76Q: 3 clusters Score -1.700021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -17000212.000000 Penalty: 3835.467041
	Iteration 77Q: 3 clusters Score -1.700021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 110868 members 
Entering Unmasked Estep 
Score: -17000210.000000 Penalty: 3835.467041
	Iteration 78Q: 3 clusters Score -1.700021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 110872 members 
Entering Unmasked Estep 
Score: -17000226.000000 Penalty: 3835.467041
	Iteration 79Q: 3 clusters Score -1.700023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 110877 members 
Entering Unmasked Estep 
Score: -17000232.000000 Penalty: 3835.467041
	Iteration 80F: 3 clusters Score -1.700023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 110882 members 
Entering Unmasked Estep 
Score: -17000226.000000 Penalty: 3835.467041
	Iteration 81Q: 3 clusters Score -1.700023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 110890 members 
Entering Unmasked Estep 
Score: -17000214.000000 Penalty: 3835.467041
	Iteration 82Q: 3 clusters Score -1.700021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 110892 members 
Entering Unmasked Estep 
Score: -17000218.000000 Penalty: 3835.467041
	Iteration 83Q: 3 clusters Score -1.700022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 110892 members 
Entering Unmasked Estep 
Score: -17000218.000000 Penalty: 3835.467041
	Iteration 84F: 3 clusters Score -1.700022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 140733 members 
Mstep: Class 3 contains 6780 members 
Mstep: Class 4 contains 33264 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 15219 members 
Mstep: Class 8 contains 92593 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 42321 members 
Mstep: Class 11 contains 39662 members 
Mstep: Class 12 contains 9255 members 
Mstep: Class 13 contains 24284 members 
Mstep: Class 14 contains 13219 members 
Mstep: Class 15 contains 218 members 
Mstep: Class 16 contains 7823 members 
Mstep: Class 17 contains 19158 members 
Mstep: Class 18 contains 79299 members 
Mstep: Class 19 contains 1197 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 22552 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 115123 members 
Mstep: Class 25 contains 3765 members 
Mstep: Class 26 contains 236 members 
Mstep: Class 27 contains 11425 members 
Mstep: Class 28 contains 2900 members 
Mstep: Class 29 contains 724 members 
Mstep: Class 30 contains 201 members 
Mstep: Class 31 contains 18857 members 
Mstep: Class 32 contains 110892 members 
Entering Unmasked Estep 
Score: -108891160.000000 Penalty: 71204.648438
Splitting cluster 22 changes total score from -108871664.000000 to -108891160.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 23 (15531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Entering Unmasked Estep 
Score: -1975227.125000 Penalty: 1568.221436
	Iteration 0F: 2 clusters Score -1975227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1964624.000000 Penalty: 3136.442871
	Iteration 0F: 3 clusters Score -1964624 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1968949.250000 Penalty: 3136.442871
	Iteration 1F: 3 clusters Score -1968949 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1970743.750000 Penalty: 3136.442871
	Iteration 2F: 3 clusters Score -1970744 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1973496.250000 Penalty: 3136.442871
	Iteration 3F: 3 clusters Score -1973496 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1975325.750000 Penalty: 3136.442871
	Iteration 4F: 3 clusters Score -1975326 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1976110.000000 Penalty: 3136.442871
	Iteration 5F: 3 clusters Score -1976110 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1976389.250000 Penalty: 3136.442871
	Iteration 6Q: 3 clusters Score -1976389 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1976480.125000 Penalty: 3136.442871
	Iteration 7Q: 3 clusters Score -1976480 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1976530.250000 Penalty: 3136.442871
	Iteration 8Q: 3 clusters Score -1976530 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1976564.250000 Penalty: 3136.442871
	Iteration 9Q: 3 clusters Score -1976564 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1976588.625000 Penalty: 3136.442871
	Iteration 10Q: 3 clusters Score -1976589 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1976608.625000 Penalty: 3136.442871
	Iteration 11Q: 3 clusters Score -1976609 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1976609.625000 Penalty: 3136.442871
	Iteration 12Q: 3 clusters Score -1976610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1976622.250000 Penalty: 3136.442871
	Iteration 13Q: 3 clusters Score -1976622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1976630.125000 Penalty: 3136.442871
	Iteration 14Q: 3 clusters Score -1976630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1976641.625000 Penalty: 3136.442871
	Iteration 15Q: 3 clusters Score -1976642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1976641.250000 Penalty: 3136.442871
	Iteration 16Q: 3 clusters Score -1976641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1976642.875000 Penalty: 3136.442871
	Iteration 17Q: 3 clusters Score -1976643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1976643.625000 Penalty: 3136.442871
	Iteration 18Q: 3 clusters Score -1976644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1976647.500000 Penalty: 3136.442871
	Iteration 19Q: 3 clusters Score -1976648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1976649.250000 Penalty: 3136.442871
	Iteration 20F: 3 clusters Score -1976649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1976648.500000 Penalty: 3136.442871
	Iteration 21Q: 3 clusters Score -1976648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1976647.250000 Penalty: 3136.442871
	Iteration 22Q: 3 clusters Score -1976647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1976649.125000 Penalty: 3136.442871
	Iteration 23Q: 3 clusters Score -1976649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1976651.250000 Penalty: 3136.442871
	Iteration 24Q: 3 clusters Score -1976651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1976646.125000 Penalty: 3136.442871
	Iteration 25Q: 3 clusters Score -1976646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1976648.125000 Penalty: 3136.442871
	Iteration 26Q: 3 clusters Score -1976648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1976648.125000 Penalty: 3136.442871
	Iteration 27F: 3 clusters Score -1976648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 140733 members 
Mstep: Class 3 contains 6780 members 
Mstep: Class 4 contains 33264 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 15219 members 
Mstep: Class 8 contains 92593 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 42321 members 
Mstep: Class 11 contains 39662 members 
Mstep: Class 12 contains 9255 members 
Mstep: Class 13 contains 24284 members 
Mstep: Class 14 contains 13219 members 
Mstep: Class 15 contains 218 members 
Mstep: Class 16 contains 7823 members 
Mstep: Class 17 contains 19158 members 
Mstep: Class 18 contains 79299 members 
Mstep: Class 19 contains 1197 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 22552 members 
Mstep: Class 23 contains 12728 members 
Mstep: Class 24 contains 115123 members 
Mstep: Class 25 contains 3765 members 
Mstep: Class 26 contains 236 members 
Mstep: Class 27 contains 11425 members 
Mstep: Class 28 contains 2900 members 
Mstep: Class 29 contains 724 members 
Mstep: Class 30 contains 201 members 
Mstep: Class 31 contains 18857 members 
Mstep: Class 32 contains 110892 members 
Mstep: Class 33 contains 2803 members 
Entering Unmasked Estep 
Score: -108891888.000000 Penalty: 73429.796875
Splitting cluster 23 changes total score from -108871664.000000 to -108891888.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 24 (115123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115123 members 
Entering Unmasked Estep 
Score: -14757959.000000 Penalty: 1893.735352
	Iteration 0F: 2 clusters Score -1.475796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -14682316.000000 Penalty: 3787.470703
	Iteration 0F: 3 clusters Score -1.468232e+07 nChanged 55463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
Score: -14715183.000000 Penalty: 3787.470703
	Iteration 1F: 3 clusters Score -1.471518e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -14716236.000000 Penalty: 3787.470703
	Iteration 2Q: 3 clusters Score -1.471624e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -14717606.000000 Penalty: 3787.470703
	Iteration 3Q: 3 clusters Score -1.471761e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -14719751.000000 Penalty: 3787.470703
	Iteration 4Q: 3 clusters Score -1.471975e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
Score: -14722906.000000 Penalty: 3787.470703
	Iteration 5F: 3 clusters Score -1.472291e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -14727657.000000 Penalty: 3787.470703
	Iteration 6F: 3 clusters Score -1.472766e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 59103 members 
Entering Unmasked Estep 
Score: -14732733.000000 Penalty: 3787.470703
	Iteration 7F: 3 clusters Score -1.473273e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55938 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -14736166.000000 Penalty: 3787.470703
	Iteration 8F: 3 clusters Score -1.473617e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -14737632.000000 Penalty: 3787.470703
	Iteration 9Q: 3 clusters Score -1.473763e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -14738118.000000 Penalty: 3787.470703
	Iteration 10Q: 3 clusters Score -1.473812e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -14738445.000000 Penalty: 3787.470703
	Iteration 11Q: 3 clusters Score -1.473844e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -14738753.000000 Penalty: 3787.470703
	Iteration 12Q: 3 clusters Score -1.473875e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -14739141.000000 Penalty: 3787.470703
	Iteration 13Q: 3 clusters Score -1.473914e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -14739443.000000 Penalty: 3787.470703
	Iteration 14Q: 3 clusters Score -1.473944e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -14739658.000000 Penalty: 3787.470703
	Iteration 15Q: 3 clusters Score -1.473966e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -14739953.000000 Penalty: 3787.470703
	Iteration 16Q: 3 clusters Score -1.473995e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -14740181.000000 Penalty: 3787.470703
	Iteration 17Q: 3 clusters Score -1.474018e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -14740520.000000 Penalty: 3787.470703
	Iteration 18Q: 3 clusters Score -1.474052e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 61103 members 
Entering Unmasked Estep 
Score: -14740862.000000 Penalty: 3787.470703
	Iteration 19Q: 3 clusters Score -1.474086e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -14741152.000000 Penalty: 3787.470703
	Iteration 20F: 3 clusters Score -1.474115e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -14741339.000000 Penalty: 3787.470703
	Iteration 21Q: 3 clusters Score -1.474134e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -14741679.000000 Penalty: 3787.470703
	Iteration 22Q: 3 clusters Score -1.474168e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -14742038.000000 Penalty: 3787.470703
	Iteration 23Q: 3 clusters Score -1.474204e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -14742261.000000 Penalty: 3787.470703
	Iteration 24Q: 3 clusters Score -1.474226e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -14742452.000000 Penalty: 3787.470703
	Iteration 25Q: 3 clusters Score -1.474245e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -14742579.000000 Penalty: 3787.470703
	Iteration 26Q: 3 clusters Score -1.474258e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -14742824.000000 Penalty: 3787.470703
	Iteration 27Q: 3 clusters Score -1.474282e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -14742925.000000 Penalty: 3787.470703
	Iteration 28Q: 3 clusters Score -1.474292e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -14743015.000000 Penalty: 3787.470703
	Iteration 29Q: 3 clusters Score -1.474302e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -14743173.000000 Penalty: 3787.470703
	Iteration 30Q: 3 clusters Score -1.474317e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -14743270.000000 Penalty: 3787.470703
	Iteration 31Q: 3 clusters Score -1.474327e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -14743364.000000 Penalty: 3787.470703
	Iteration 32Q: 3 clusters Score -1.474336e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -14743427.000000 Penalty: 3787.470703
	Iteration 33Q: 3 clusters Score -1.474343e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -14743546.000000 Penalty: 3787.470703
	Iteration 34Q: 3 clusters Score -1.474355e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -14743711.000000 Penalty: 3787.470703
	Iteration 35Q: 3 clusters Score -1.474371e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -14743736.000000 Penalty: 3787.470703
	Iteration 36Q: 3 clusters Score -1.474374e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 58501 members 
Entering Unmasked Estep 
Score: -14743741.000000 Penalty: 3787.470703
	Iteration 37Q: 3 clusters Score -1.474374e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -14743805.000000 Penalty: 3787.470703
	Iteration 38Q: 3 clusters Score -1.47438e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -14743882.000000 Penalty: 3787.470703
	Iteration 39Q: 3 clusters Score -1.474388e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -14743991.000000 Penalty: 3787.470703
	Iteration 40F: 3 clusters Score -1.474399e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -14744072.000000 Penalty: 3787.470703
	Iteration 41Q: 3 clusters Score -1.474407e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -14744195.000000 Penalty: 3787.470703
	Iteration 42Q: 3 clusters Score -1.47442e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -14744339.000000 Penalty: 3787.470703
	Iteration 43Q: 3 clusters Score -1.474434e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -14744433.000000 Penalty: 3787.470703
	Iteration 44Q: 3 clusters Score -1.474443e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -14744506.000000 Penalty: 3787.470703
	Iteration 45Q: 3 clusters Score -1.474451e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -14744622.000000 Penalty: 3787.470703
	Iteration 46Q: 3 clusters Score -1.474462e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -14744809.000000 Penalty: 3787.470703
	Iteration 47Q: 3 clusters Score -1.474481e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -14744875.000000 Penalty: 3787.470703
	Iteration 48Q: 3 clusters Score -1.474488e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1.474498e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1.474507e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1.474517e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1.474542e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1.47456e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1.474574e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1.474584e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1.4746e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1.474607e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1.474627e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1.474643e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60981 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1.474668e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1.474682e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.474696e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1.474702e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -14747103.000000 Penalty: 3787.470703
	Iteration 64Q: 3 clusters Score -1.47471e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -14747227.000000 Penalty: 3787.470703
	Iteration 65Q: 3 clusters Score -1.474723e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62301 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.474738e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.474741e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62696 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.474741e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.474749e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.474748e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.47475e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.474747e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.474747e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.474748e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.47475e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.474749e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.474751e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.474748e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.474751e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1.474753e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.474749e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 49845 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.474752e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.474752e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65633 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.474752e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65816 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.474753e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.474754e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.474754e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.474755e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.474756e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.474754e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.474754e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.474752e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.47475e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67469 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.47475e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67638 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.474748e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.47475e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67943 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.474749e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.474748e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.474744e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68432 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.474746e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.474746e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.474748e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.474747e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.474748e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.474747e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.474746e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.474742e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.474741e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70244 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.47474e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.474742e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.474741e+07 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.47474e+07 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71099 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.474739e+07 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.474738e+07 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71513 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.474739e+07 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.474735e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.474738e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72186 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.474741e+07 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.47474e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72651 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1.474739e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72882 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.474737e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.474737e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.474734e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73624 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.474731e+07 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.474729e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.474729e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.474729e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.47473e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74966 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.474729e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75327 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.474733e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.474733e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.474732e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76391 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.474734e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.474736e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77173 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.474734e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77568 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.474729e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77961 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.47473e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78316 members 
Mstep: Class 2 contains 36807 members 
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	Iteration 138Q: 3 clusters Score -1.474733e+07 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78674 members 
Mstep: Class 2 contains 36449 members 
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	Iteration 139Q: 3 clusters Score -1.474735e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78978 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1.474736e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79313 members 
Mstep: Class 2 contains 35810 members 
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	Iteration 141Q: 3 clusters Score -1.474738e+07 nChanged 377
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79690 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.474739e+07 nChanged 404
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80094 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.474743e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 34605 members 
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	Iteration 144Q: 3 clusters Score -1.474746e+07 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.474747e+07 nChanged 469
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81410 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.474741e+07 nChanged 456
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.47474e+07 nChanged 533
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.474743e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.474736e+07 nChanged 539
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83506 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.474745e+07 nChanged 598
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84104 members 
Mstep: Class 2 contains 31019 members 
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	Iteration 151Q: 3 clusters Score -1.474749e+07 nChanged 617
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84719 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.474755e+07 nChanged 642
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85361 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.47476e+07 nChanged 655
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86016 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.47476e+07 nChanged 647
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.474761e+07 nChanged 652
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87315 members 
Mstep: Class 2 contains 27808 members 
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	Iteration 156Q: 3 clusters Score -1.474771e+07 nChanged 645
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87958 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.474778e+07 nChanged 685
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88641 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.474783e+07 nChanged 727
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Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.474789e+07 nChanged 723
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90091 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1.474795e+07 nChanged 794
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90883 members 
Mstep: Class 2 contains 24240 members 
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	Iteration 161Q: 3 clusters Score -1.4748e+07 nChanged 837
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91718 members 
Mstep: Class 2 contains 23405 members 
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	Iteration 162Q: 3 clusters Score -1.474813e+07 nChanged 898
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Mstep: Class 1 contains 92616 members 
Mstep: Class 2 contains 22507 members 
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	Iteration 163Q: 3 clusters Score -1.474828e+07 nChanged 951
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93567 members 
Mstep: Class 2 contains 21556 members 
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	Iteration 164Q: 3 clusters Score -1.474838e+07 nChanged 998
Entering Unmasked Mstep 
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Mstep: Class 2 contains 20560 members 
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	Iteration 165Q: 3 clusters Score -1.474856e+07 nChanged 1073
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Mstep: Class 2 contains 19489 members 
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	Iteration 166Q: 3 clusters Score -1.474877e+07 nChanged 1104
Entering Unmasked Mstep 
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Mstep: Class 2 contains 18385 members 
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	Iteration 167Q: 3 clusters Score -1.474902e+07 nChanged 1147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.474927e+07 nChanged 1086
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Mstep: Class 2 contains 16152 members 
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	Iteration 169Q: 3 clusters Score -1.47495e+07 nChanged 1058
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100029 members 
Mstep: Class 2 contains 15094 members 
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	Iteration 170Q: 3 clusters Score -1.474974e+07 nChanged 1050
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14046 members 
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	Iteration 171Q: 3 clusters Score -1.474996e+07 nChanged 1015
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102092 members 
Mstep: Class 2 contains 13031 members 
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	Iteration 172Q: 3 clusters Score -1.475028e+07 nChanged 995
Entering Unmasked Mstep 
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Mstep: Class 2 contains 12036 members 
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	Iteration 173Q: 3 clusters Score -1.475049e+07 nChanged 970
Entering Unmasked Mstep 
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Mstep: Class 2 contains 11068 members 
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	Iteration 174Q: 3 clusters Score -1.475076e+07 nChanged 881
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10191 members 
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	Iteration 175Q: 3 clusters Score -1.475104e+07 nChanged 862
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Mstep: Class 2 contains 9335 members 
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	Iteration 176Q: 3 clusters Score -1.475127e+07 nChanged 784
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Mstep: Class 2 contains 8551 members 
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	Iteration 177Q: 3 clusters Score -1.475157e+07 nChanged 760
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7791 members 
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	Iteration 178Q: 3 clusters Score -1.475182e+07 nChanged 725
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7068 members 
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	Iteration 179Q: 3 clusters Score -1.475217e+07 nChanged 631
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108682 members 
Mstep: Class 2 contains 6441 members 
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	Iteration 180F: 3 clusters Score -1.475251e+07 nChanged 593
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109271 members 
Mstep: Class 2 contains 5852 members 
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	Iteration 181Q: 3 clusters Score -1.475278e+07 nChanged 531
Entering Unmasked Mstep 
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Mstep: Class 2 contains 5323 members 
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	Iteration 182Q: 3 clusters Score -1.475314e+07 nChanged 488
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4837 members 
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	Iteration 183Q: 3 clusters Score -1.475368e+07 nChanged 467
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110739 members 
Mstep: Class 2 contains 4384 members 
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	Iteration 184Q: 3 clusters Score -1.475411e+07 nChanged 484
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3906 members 
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	Iteration 185Q: 3 clusters Score -1.475447e+07 nChanged 444
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3474 members 
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	Iteration 186Q: 3 clusters Score -1.47548e+07 nChanged 362
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Mstep: Class 2 contains 3122 members 
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	Iteration 187Q: 3 clusters Score -1.475505e+07 nChanged 327
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	Iteration 188Q: 3 clusters Score -1.475532e+07 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112581 members 
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	Iteration 189Q: 3 clusters Score -1.475552e+07 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112792 members 
Mstep: Class 2 contains 2331 members 
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	Iteration 190Q: 3 clusters Score -1.475573e+07 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112969 members 
Mstep: Class 2 contains 2154 members 
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	Iteration 191Q: 3 clusters Score -1.475587e+07 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113122 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1.475598e+07 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113221 members 
Mstep: Class 2 contains 1902 members 
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	Iteration 193Q: 3 clusters Score -1.475607e+07 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1811 members 
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	Iteration 194Q: 3 clusters Score -1.475615e+07 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113403 members 
Mstep: Class 2 contains 1720 members 
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	Iteration 195Q: 3 clusters Score -1.475619e+07 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113477 members 
Mstep: Class 2 contains 1646 members 
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	Iteration 196Q: 3 clusters Score -1.475624e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1579 members 
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	Iteration 197Q: 3 clusters Score -1.47563e+07 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113619 members 
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	Iteration 198Q: 3 clusters Score -1.475641e+07 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113676 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1.475653e+07 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113731 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -1.475659e+07 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113750 members 
Mstep: Class 2 contains 1373 members 
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	Iteration 201Q: 3 clusters Score -1.475662e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113772 members 
Mstep: Class 2 contains 1351 members 
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	Iteration 202Q: 3 clusters Score -1.475667e+07 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1329 members 
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	Iteration 203Q: 3 clusters Score -1.47567e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1320 members 
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	Iteration 204Q: 3 clusters Score -1.47567e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1313 members 
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	Iteration 205Q: 3 clusters Score -1.475673e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1.475677e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1287 members 
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	Iteration 207Q: 3 clusters Score -1.475678e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1.47568e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1.475681e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1.475684e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1.475685e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1254 members 
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	Iteration 212Q: 3 clusters Score -1.475686e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1249 members 
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	Iteration 213Q: 3 clusters Score -1.475687e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1241 members 
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	Iteration 214Q: 3 clusters Score -1.475688e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113888 members 
Mstep: Class 2 contains 1235 members 
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	Iteration 215Q: 3 clusters Score -1.475687e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1233 members 
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	Iteration 216Q: 3 clusters Score -1.475688e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1235 members 
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	Iteration 217Q: 3 clusters Score -1.475689e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1240 members 
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	Iteration 218Q: 3 clusters Score -1.475688e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1.475688e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113877 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1.475689e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1.47569e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1.475689e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1.475688e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113862 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1.475688e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1.475689e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1.475689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113856 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -14756896.000000 Penalty: 3787.470703
	Iteration 227Q: 3 clusters Score -1.47569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113852 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -14756910.000000 Penalty: 3787.470703
	Iteration 228Q: 3 clusters Score -1.475691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113840 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -14756918.000000 Penalty: 3787.470703
	Iteration 229Q: 3 clusters Score -1.475692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113840 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -14756921.000000 Penalty: 3787.470703
	Iteration 230Q: 3 clusters Score -1.475692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -14756936.000000 Penalty: 3787.470703
	Iteration 231Q: 3 clusters Score -1.475694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113839 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -14756930.000000 Penalty: 3787.470703
	Iteration 232Q: 3 clusters Score -1.475693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113843 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -14756928.000000 Penalty: 3787.470703
	Iteration 233Q: 3 clusters Score -1.475693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113843 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -14756935.000000 Penalty: 3787.470703
	Iteration 234Q: 3 clusters Score -1.475694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113840 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -14756939.000000 Penalty: 3787.470703
	Iteration 235Q: 3 clusters Score -1.475694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -14756941.000000 Penalty: 3787.470703
	Iteration 236Q: 3 clusters Score -1.475694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113830 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -14756962.000000 Penalty: 3787.470703
	Iteration 237Q: 3 clusters Score -1.475696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113826 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -14756964.000000 Penalty: 3787.470703
	Iteration 238Q: 3 clusters Score -1.475696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113826 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -14756958.000000 Penalty: 3787.470703
	Iteration 239Q: 3 clusters Score -1.475696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113826 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -14756965.000000 Penalty: 3787.470703
	Iteration 240F: 3 clusters Score -1.475696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113819 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -14756975.000000 Penalty: 3787.470703
	Iteration 241Q: 3 clusters Score -1.475698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -14756968.000000 Penalty: 3787.470703
	Iteration 242Q: 3 clusters Score -1.475697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113808 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -14756960.000000 Penalty: 3787.470703
	Iteration 243Q: 3 clusters Score -1.475696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113803 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -14756965.000000 Penalty: 3787.470703
	Iteration 244Q: 3 clusters Score -1.475696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113798 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -14756969.000000 Penalty: 3787.470703
	Iteration 245Q: 3 clusters Score -1.475697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113799 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -14756955.000000 Penalty: 3787.470703
	Iteration 246Q: 3 clusters Score -1.475696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113794 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -14756974.000000 Penalty: 3787.470703
	Iteration 247Q: 3 clusters Score -1.475697e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113781 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -1.475698e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113771 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -1.475697e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113754 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -14756982.000000 Penalty: 3787.470703
	Iteration 250Q: 3 clusters Score -1.475698e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113737 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -14757002.000000 Penalty: 3787.470703
	Iteration 251Q: 3 clusters Score -1.4757e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113721 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -1.4757e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113702 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -14757013.000000 Penalty: 3787.470703
	Iteration 253Q: 3 clusters Score -1.475701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113692 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -14757026.000000 Penalty: 3787.470703
	Iteration 254Q: 3 clusters Score -1.475703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113682 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -14757031.000000 Penalty: 3787.470703
	Iteration 255Q: 3 clusters Score -1.475703e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113664 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -1.475701e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113651 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -14757033.000000 Penalty: 3787.470703
	Iteration 257Q: 3 clusters Score -1.475703e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113628 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -1.475705e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113610 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -14757051.000000 Penalty: 3787.470703
	Iteration 259Q: 3 clusters Score -1.475705e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113606 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -1.475706e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113593 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -1.47571e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113584 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -1.47571e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113573 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -1.475711e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113570 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -14757122.000000 Penalty: 3787.470703
	Iteration 264Q: 3 clusters Score -1.475712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113558 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -14757112.000000 Penalty: 3787.470703
	Iteration 265Q: 3 clusters Score -1.475711e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113545 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -14757118.000000 Penalty: 3787.470703
	Iteration 266Q: 3 clusters Score -1.475712e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113532 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -14757136.000000 Penalty: 3787.470703
	Iteration 267Q: 3 clusters Score -1.475714e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113508 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -14757161.000000 Penalty: 3787.470703
	Iteration 268Q: 3 clusters Score -1.475716e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113494 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -14757171.000000 Penalty: 3787.470703
	Iteration 269Q: 3 clusters Score -1.475717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113487 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -14757145.000000 Penalty: 3787.470703
	Iteration 270Q: 3 clusters Score -1.475714e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113473 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -14757170.000000 Penalty: 3787.470703
	Iteration 271Q: 3 clusters Score -1.475717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113458 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -14757179.000000 Penalty: 3787.470703
	Iteration 272Q: 3 clusters Score -1.475718e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113450 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -14757165.000000 Penalty: 3787.470703
	Iteration 273Q: 3 clusters Score -1.475716e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113441 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -14757186.000000 Penalty: 3787.470703
	Iteration 274Q: 3 clusters Score -1.475719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113436 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -1.475718e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113435 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -1.475719e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113431 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -14757175.000000 Penalty: 3787.470703
	Iteration 277Q: 3 clusters Score -1.475718e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113428 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -14757180.000000 Penalty: 3787.470703
	Iteration 278Q: 3 clusters Score -1.475718e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113426 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -14757188.000000 Penalty: 3787.470703
	Iteration 279Q: 3 clusters Score -1.475719e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113416 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -14757193.000000 Penalty: 3787.470703
	Iteration 280F: 3 clusters Score -1.475719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113413 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -14757186.000000 Penalty: 3787.470703
	Iteration 281Q: 3 clusters Score -1.475719e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113423 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -1.475722e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113428 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -14757218.000000 Penalty: 3787.470703
	Iteration 283Q: 3 clusters Score -1.475722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113429 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -14757228.000000 Penalty: 3787.470703
	Iteration 284Q: 3 clusters Score -1.475723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113432 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -14757229.000000 Penalty: 3787.470703
	Iteration 285Q: 3 clusters Score -1.475723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113426 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -14757236.000000 Penalty: 3787.470703
	Iteration 286Q: 3 clusters Score -1.475724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113422 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -1.475725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113418 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -14757233.000000 Penalty: 3787.470703
	Iteration 288Q: 3 clusters Score -1.475723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113412 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -14757244.000000 Penalty: 3787.470703
	Iteration 289Q: 3 clusters Score -1.475724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113408 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -1.475725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113401 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -14757246.000000 Penalty: 3787.470703
	Iteration 291Q: 3 clusters Score -1.475725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113399 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -14757235.000000 Penalty: 3787.470703
	Iteration 292Q: 3 clusters Score -1.475724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113399 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -14757240.000000 Penalty: 3787.470703
	Iteration 293Q: 3 clusters Score -1.475724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113398 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -1.475725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113395 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -14757241.000000 Penalty: 3787.470703
	Iteration 295Q: 3 clusters Score -1.475724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113397 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -14757243.000000 Penalty: 3787.470703
	Iteration 296Q: 3 clusters Score -1.475724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113398 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -1.475723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113399 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -1.475724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113397 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -1.475724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113395 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -1.475724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113395 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -1.475724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113395 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -1.475725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113388 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -1.475725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113384 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -1.475726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113381 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -1.475726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113382 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -1.475726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113383 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -1.475726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113383 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -1.475725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113385 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -1.475725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113385 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -1.475725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113384 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -1.475726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113381 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -1.475725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113378 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -1.475726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -14757258.000000 Penalty: 3787.470703
	Iteration 314Q: 3 clusters Score -1.475726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113376 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -1.475725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113381 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -1.475724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113382 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -14757245.000000 Penalty: 3787.470703
	Iteration 317Q: 3 clusters Score -1.475724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113383 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -14757248.000000 Penalty: 3787.470703
	Iteration 318Q: 3 clusters Score -1.475725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113380 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -14757254.000000 Penalty: 3787.470703
	Iteration 319Q: 3 clusters Score -1.475725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113380 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -14757255.000000 Penalty: 3787.470703
	Iteration 320F: 3 clusters Score -1.475726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113382 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -14757242.000000 Penalty: 3787.470703
	Iteration 321Q: 3 clusters Score -1.475724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113383 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -14757246.000000 Penalty: 3787.470703
	Iteration 322Q: 3 clusters Score -1.475725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113386 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -14757244.000000 Penalty: 3787.470703
	Iteration 323Q: 3 clusters Score -1.475724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113386 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -14757240.000000 Penalty: 3787.470703
	Iteration 324Q: 3 clusters Score -1.475724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113387 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -14757249.000000 Penalty: 3787.470703
	Iteration 325Q: 3 clusters Score -1.475725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113388 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -14757239.000000 Penalty: 3787.470703
	Iteration 326Q: 3 clusters Score -1.475724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113387 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -14757247.000000 Penalty: 3787.470703
	Iteration 327Q: 3 clusters Score -1.475725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -14757248.000000 Penalty: 3787.470703
	Iteration 328Q: 3 clusters Score -1.475725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113392 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -14757255.000000 Penalty: 3787.470703
	Iteration 329Q: 3 clusters Score -1.475726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113393 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -14757243.000000 Penalty: 3787.470703
	Iteration 330Q: 3 clusters Score -1.475724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113398 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -14757255.000000 Penalty: 3787.470703
	Iteration 331Q: 3 clusters Score -1.475726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113397 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -14757253.000000 Penalty: 3787.470703
	Iteration 332Q: 3 clusters Score -1.475725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113395 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -14757267.000000 Penalty: 3787.470703
	Iteration 333Q: 3 clusters Score -1.475727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113392 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -14757258.000000 Penalty: 3787.470703
	Iteration 334Q: 3 clusters Score -1.475726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113392 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -14757262.000000 Penalty: 3787.470703
	Iteration 335Q: 3 clusters Score -1.475726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113388 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -14757255.000000 Penalty: 3787.470703
	Iteration 336Q: 3 clusters Score -1.475726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113386 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -14757259.000000 Penalty: 3787.470703
	Iteration 337Q: 3 clusters Score -1.475726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113386 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -14757262.000000 Penalty: 3787.470703
	Iteration 338Q: 3 clusters Score -1.475726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -14757267.000000 Penalty: 3787.470703
	Iteration 339Q: 3 clusters Score -1.475727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113390 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -14757269.000000 Penalty: 3787.470703
	Iteration 340F: 3 clusters Score -1.475727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113390 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -14757274.000000 Penalty: 3787.470703
	Iteration 341Q: 3 clusters Score -1.475727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113390 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -14757265.000000 Penalty: 3787.470703
	Iteration 342Q: 3 clusters Score -1.475726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -14757266.000000 Penalty: 3787.470703
	Iteration 343Q: 3 clusters Score -1.475727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -14757261.000000 Penalty: 3787.470703
	Iteration 344Q: 3 clusters Score -1.475726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -14757260.000000 Penalty: 3787.470703
	Iteration 345Q: 3 clusters Score -1.475726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113390 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -1.475726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113392 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -14757257.000000 Penalty: 3787.470703
	Iteration 347Q: 3 clusters Score -1.475726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113393 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -14757261.000000 Penalty: 3787.470703
	Iteration 348Q: 3 clusters Score -1.475726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113393 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -14757266.000000 Penalty: 3787.470703
	Iteration 349Q: 3 clusters Score -1.475727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113393 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -14757269.000000 Penalty: 3787.470703
	Iteration 350Q: 3 clusters Score -1.475727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113393 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -14757269.000000 Penalty: 3787.470703
	Iteration 351F: 3 clusters Score -1.475727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 140733 members 
Mstep: Class 3 contains 6780 members 
Mstep: Class 4 contains 33264 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 15219 members 
Mstep: Class 8 contains 92593 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 42321 members 
Mstep: Class 11 contains 39662 members 
Mstep: Class 12 contains 9255 members 
Mstep: Class 13 contains 24284 members 
Mstep: Class 14 contains 13219 members 
Mstep: Class 15 contains 218 members 
Mstep: Class 16 contains 7823 members 
Mstep: Class 17 contains 19158 members 
Mstep: Class 18 contains 79299 members 
Mstep: Class 19 contains 1197 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 22552 members 
Mstep: Class 23 contains 12728 members 
Mstep: Class 24 contains 115123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108900896.000000 Penalty: 73429.796875
Iteration 39Q: 34 clusters Score -1.089009e+08 nChanged 19707
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 140012 members 
Mstep: Class 3 contains 7301 members 
Mstep: Class 4 contains 34403 members 
Mstep: Class 5 contains 136 members 
Mstep: Class 6 contains 19038 members 
Mstep: Class 7 contains 15832 members 
Mstep: Class 8 contains 92972 members 
Mstep: Class 9 contains 18852 members 
Mstep: Class 10 contains 41579 members 
Mstep: Class 11 contains 40371 members 
Mstep: Class 12 contains 9777 members 
Mstep: Class 13 contains 24670 members 
Mstep: Class 14 contains 13497 members 
Mstep: Class 15 contains 214 members 
Mstep: Class 16 contains 7774 members 
Mstep: Class 17 contains 18815 members 
Mstep: Class 18 contains 78736 members 
Mstep: Class 19 contains 1321 members 
Mstep: Class 20 contains 6930 members 
Mstep: Class 21 contains 6988 members 
Mstep: Class 22 contains 23540 members 
Mstep: Class 23 contains 13680 members 
Mstep: Class 24 contains 114712 members 
Mstep: Class 25 contains 3714 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 10498 members 
Mstep: Class 28 contains 2856 members 
Mstep: Class 29 contains 688 members 
Mstep: Class 30 contains 200 members 
Mstep: Class 31 contains 19241 members 
Mstep: Class 32 contains 107718 members 
Mstep: Class 33 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108911416.000000 Penalty: 73429.796875
Iteration 40F: 34 clusters Score -1.089114e+08 nChanged 16882
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 139498 members 
Mstep: Class 3 contains 7632 members 
Mstep: Class 4 contains 33258 members 
Mstep: Class 5 contains 159 members 
Mstep: Class 6 contains 19338 members 
Mstep: Class 7 contains 16025 members 
Mstep: Class 8 contains 92959 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 40967 members 
Mstep: Class 11 contains 40819 members 
Mstep: Class 12 contains 10209 members 
Mstep: Class 13 contains 24731 members 
Mstep: Class 14 contains 13662 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 18443 members 
Mstep: Class 18 contains 78150 members 
Mstep: Class 19 contains 1376 members 
Mstep: Class 20 contains 6791 members 
Mstep: Class 21 contains 6827 members 
Mstep: Class 22 contains 24154 members 
Mstep: Class 23 contains 14039 members 
Mstep: Class 24 contains 114164 members 
Mstep: Class 25 contains 4192 members 
Mstep: Class 26 contains 275 members 
Mstep: Class 27 contains 10290 members 
Mstep: Class 28 contains 3200 members 
Mstep: Class 29 contains 731 members 
Mstep: Class 30 contains 202 members 
Mstep: Class 31 contains 19839 members 
Mstep: Class 32 contains 107903 members 
Mstep: Class 33 contains 2809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108916592.000000 Penalty: 73429.796875
Iteration 41Q: 34 clusters Score -1.089166e+08 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 139108 members 
Mstep: Class 3 contains 7891 members 
Mstep: Class 4 contains 32687 members 
Mstep: Class 5 contains 153 members 
Mstep: Class 6 contains 19730 members 
Mstep: Class 7 contains 16283 members 
Mstep: Class 8 contains 93099 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 40431 members 
Mstep: Class 11 contains 41239 members 
Mstep: Class 12 contains 10620 members 
Mstep: Class 13 contains 24831 members 
Mstep: Class 14 contains 13848 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 7635 members 
Mstep: Class 17 contains 18065 members 
Mstep: Class 18 contains 77491 members 
Mstep: Class 19 contains 1402 members 
Mstep: Class 20 contains 6767 members 
Mstep: Class 21 contains 6687 members 
Mstep: Class 22 contains 24732 members 
Mstep: Class 23 contains 14371 members 
Mstep: Class 24 contains 113651 members 
Mstep: Class 25 contains 4468 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 10073 members 
Mstep: Class 28 contains 3384 members 
Mstep: Class 29 contains 751 members 
Mstep: Class 30 contains 204 members 
Mstep: Class 31 contains 20160 members 
Mstep: Class 32 contains 107624 members 
Mstep: Class 33 contains 2889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108919088.000000 Penalty: 73429.796875
Iteration 42Q: 34 clusters Score -1.089191e+08 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 138833 members 
Mstep: Class 3 contains 8105 members 
Mstep: Class 4 contains 32297 members 
Mstep: Class 5 contains 153 members 
Mstep: Class 6 contains 20130 members 
Mstep: Class 7 contains 16513 members 
Mstep: Class 8 contains 93331 members 
Mstep: Class 9 contains 18725 members 
Mstep: Class 10 contains 39957 members 
Mstep: Class 11 contains 41649 members 
Mstep: Class 12 contains 11013 members 
Mstep: Class 13 contains 24911 members 
Mstep: Class 14 contains 13979 members 
Mstep: Class 15 contains 198 members 
Mstep: Class 16 contains 7587 members 
Mstep: Class 17 contains 17704 members 
Mstep: Class 18 contains 76799 members 
Mstep: Class 19 contains 1418 members 
Mstep: Class 20 contains 6742 members 
Mstep: Class 21 contains 6573 members 
Mstep: Class 22 contains 25236 members 
Mstep: Class 23 contains 14672 members 
Mstep: Class 24 contains 113197 members 
Mstep: Class 25 contains 4631 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 9891 members 
Mstep: Class 28 contains 3508 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 205 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 107181 members 
Mstep: Class 33 contains 2976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108921472.000000 Penalty: 73429.796875
Iteration 43Q: 34 clusters Score -1.089215e+08 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 138600 members 
Mstep: Class 3 contains 8254 members 
Mstep: Class 4 contains 31986 members 
Mstep: Class 5 contains 153 members 
Mstep: Class 6 contains 20526 members 
Mstep: Class 7 contains 16719 members 
Mstep: Class 8 contains 93643 members 
Mstep: Class 9 contains 18743 members 
Mstep: Class 10 contains 39529 members 
Mstep: Class 11 contains 41952 members 
Mstep: Class 12 contains 11407 members 
Mstep: Class 13 contains 24998 members 
Mstep: Class 14 contains 14070 members 
Mstep: Class 15 contains 195 members 
Mstep: Class 16 contains 7555 members 
Mstep: Class 17 contains 17418 members 
Mstep: Class 18 contains 76130 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6698 members 
Mstep: Class 21 contains 6488 members 
Mstep: Class 22 contains 25642 members 
Mstep: Class 23 contains 14944 members 
Mstep: Class 24 contains 112856 members 
Mstep: Class 25 contains 4744 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 9723 members 
Mstep: Class 28 contains 3607 members 
Mstep: Class 29 contains 787 members 
Mstep: Class 30 contains 208 members 
Mstep: Class 31 contains 20681 members 
Mstep: Class 32 contains 106693 members 
Mstep: Class 33 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108923136.000000 Penalty: 73429.796875
Iteration 44Q: 34 clusters Score -1.089231e+08 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 138469 members 
Mstep: Class 3 contains 8392 members 
Mstep: Class 4 contains 31738 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 20936 members 
Mstep: Class 7 contains 16877 members 
Mstep: Class 8 contains 93966 members 
Mstep: Class 9 contains 18731 members 
Mstep: Class 10 contains 39104 members 
Mstep: Class 11 contains 42191 members 
Mstep: Class 12 contains 11779 members 
Mstep: Class 13 contains 25066 members 
Mstep: Class 14 contains 14147 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 7529 members 
Mstep: Class 17 contains 17124 members 
Mstep: Class 18 contains 75425 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 6418 members 
Mstep: Class 22 contains 25995 members 
Mstep: Class 23 contains 15214 members 
Mstep: Class 24 contains 112625 members 
Mstep: Class 25 contains 4833 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 9599 members 
Mstep: Class 28 contains 3682 members 
Mstep: Class 29 contains 795 members 
Mstep: Class 30 contains 209 members 
Mstep: Class 31 contains 20886 members 
Mstep: Class 32 contains 106211 members 
Mstep: Class 33 contains 3101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108924880.000000 Penalty: 73429.796875
Iteration 45Q: 34 clusters Score -1.089249e+08 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 138397 members 
Mstep: Class 3 contains 8516 members 
Mstep: Class 4 contains 31559 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 21292 members 
Mstep: Class 7 contains 17018 members 
Mstep: Class 8 contains 94317 members 
Mstep: Class 9 contains 18761 members 
Mstep: Class 10 contains 38702 members 
Mstep: Class 11 contains 42437 members 
Mstep: Class 12 contains 12161 members 
Mstep: Class 13 contains 25101 members 
Mstep: Class 14 contains 14207 members 
Mstep: Class 15 contains 192 members 
Mstep: Class 16 contains 7511 members 
Mstep: Class 17 contains 16883 members 
Mstep: Class 18 contains 74728 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 6353 members 
Mstep: Class 22 contains 26275 members 
Mstep: Class 23 contains 15475 members 
Mstep: Class 24 contains 112373 members 
Mstep: Class 25 contains 4896 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 9473 members 
Mstep: Class 28 contains 3738 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 209 members 
Mstep: Class 31 contains 21053 members 
Mstep: Class 32 contains 105728 members 
Mstep: Class 33 contains 3144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108926096.000000 Penalty: 73429.796875
Iteration 46Q: 34 clusters Score -1.089261e+08 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 138390 members 
Mstep: Class 3 contains 8649 members 
Mstep: Class 4 contains 31443 members 
Mstep: Class 5 contains 155 members 
Mstep: Class 6 contains 21648 members 
Mstep: Class 7 contains 17117 members 
Mstep: Class 8 contains 94744 members 
Mstep: Class 9 contains 18767 members 
Mstep: Class 10 contains 38295 members 
Mstep: Class 11 contains 42629 members 
Mstep: Class 12 contains 12600 members 
Mstep: Class 13 contains 25162 members 
Mstep: Class 14 contains 14266 members 
Mstep: Class 15 contains 192 members 
Mstep: Class 16 contains 7469 members 
Mstep: Class 17 contains 16689 members 
Mstep: Class 18 contains 74100 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6657 members 
Mstep: Class 21 contains 6313 members 
Mstep: Class 22 contains 26483 members 
Mstep: Class 23 contains 15708 members 
Mstep: Class 24 contains 112037 members 
Mstep: Class 25 contains 4942 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 9338 members 
Mstep: Class 28 contains 3796 members 
Mstep: Class 29 contains 820 members 
Mstep: Class 30 contains 208 members 
Mstep: Class 31 contains 21200 members 
Mstep: Class 32 contains 105179 members 
Mstep: Class 33 contains 3175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108927008.000000 Penalty: 73429.796875
Iteration 47Q: 34 clusters Score -1.08927e+08 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 138385 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 31338 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 6 contains 22027 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 8 contains 95182 members 
Mstep: Class 9 contains 18786 members 
Mstep: Class 10 contains 37888 members 
Mstep: Class 11 contains 42815 members 
Mstep: Class 12 contains 13017 members 
Mstep: Class 13 contains 25221 members 
Mstep: Class 14 contains 14302 members 
Mstep: Class 15 contains 192 members 
Mstep: Class 16 contains 7436 members 
Mstep: Class 17 contains 16514 members 
Mstep: Class 18 contains 73548 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 6656 members 
Mstep: Class 21 contains 6278 members 
Mstep: Class 22 contains 26655 members 
Mstep: Class 23 contains 15919 members 
Mstep: Class 24 contains 111645 members 
Mstep: Class 25 contains 4959 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 9227 members 
Mstep: Class 28 contains 3838 members 
Mstep: Class 29 contains 839 members 
Mstep: Class 30 contains 208 members 
Mstep: Class 31 contains 21378 members 
Mstep: Class 32 contains 104623 members 
Mstep: Class 33 contains 3204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108928344.000000 Penalty: 73429.796875
Iteration 48Q: 34 clusters Score -1.089283e+08 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 138416 members 
Mstep: Class 3 contains 8911 members 
Mstep: Class 4 contains 31273 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 6 contains 22289 members 
Mstep: Class 7 contains 17260 members 
Mstep: Class 8 contains 95638 members 
Mstep: Class 9 contains 18775 members 
Mstep: Class 10 contains 37547 members 
Mstep: Class 11 contains 42941 members 
Mstep: Class 12 contains 13393 members 
Mstep: Class 13 contains 25282 members 
Mstep: Class 14 contains 14335 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 16341 members 
Mstep: Class 18 contains 73012 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 6642 members 
Mstep: Class 21 contains 6241 members 
Mstep: Class 22 contains 26805 members 
Mstep: Class 23 contains 16123 members 
Mstep: Class 24 contains 111320 members 
Mstep: Class 25 contains 4992 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 9105 members 
Mstep: Class 28 contains 3882 members 
Mstep: Class 29 contains 853 members 
Mstep: Class 30 contains 208 members 
Mstep: Class 31 contains 21571 members 
Mstep: Class 32 contains 104106 members 
Mstep: Class 33 contains 3233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929120.000000 Penalty: 73429.796875
Iteration 49Q: 34 clusters Score -1.089291e+08 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 138452 members 
Mstep: Class 3 contains 9042 members 
Mstep: Class 4 contains 31255 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 6 contains 22534 members 
Mstep: Class 7 contains 17312 members 
Mstep: Class 8 contains 96088 members 
Mstep: Class 9 contains 18753 members 
Mstep: Class 10 contains 37229 members 
Mstep: Class 11 contains 43045 members 
Mstep: Class 12 contains 13798 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 14363 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 7377 members 
Mstep: Class 17 contains 16204 members 
Mstep: Class 18 contains 72511 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6630 members 
Mstep: Class 21 contains 6191 members 
Mstep: Class 22 contains 26941 members 
Mstep: Class 23 contains 16318 members 
Mstep: Class 24 contains 110980 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 8969 members 
Mstep: Class 28 contains 3918 members 
Mstep: Class 29 contains 865 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 21739 members 
Mstep: Class 32 contains 103596 members 
Mstep: Class 33 contains 3251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108929696.000000 Penalty: 73429.796875
Iteration 50Q: 34 clusters Score -1.089297e+08 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 138483 members 
Mstep: Class 3 contains 9166 members 
Mstep: Class 4 contains 31236 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 22790 members 
Mstep: Class 7 contains 17356 members 
Mstep: Class 8 contains 96511 members 
Mstep: Class 9 contains 18760 members 
Mstep: Class 10 contains 36926 members 
Mstep: Class 11 contains 43157 members 
Mstep: Class 12 contains 14188 members 
Mstep: Class 13 contains 25371 members 
Mstep: Class 14 contains 14377 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 7354 members 
Mstep: Class 17 contains 16070 members 
Mstep: Class 18 contains 72017 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 6619 members 
Mstep: Class 21 contains 6154 members 
Mstep: Class 22 contains 27057 members 
Mstep: Class 23 contains 16514 members 
Mstep: Class 24 contains 110670 members 
Mstep: Class 25 contains 5034 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 8839 members 
Mstep: Class 28 contains 3958 members 
Mstep: Class 29 contains 873 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 21882 members 
Mstep: Class 32 contains 103111 members 
Mstep: Class 33 contains 3256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108930064.000000 Penalty: 73429.796875
Iteration 51Q: 34 clusters Score -1.089301e+08 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 138525 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 4 contains 31238 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 23042 members 
Mstep: Class 7 contains 17388 members 
Mstep: Class 8 contains 96865 members 
Mstep: Class 9 contains 18789 members 
Mstep: Class 10 contains 36644 members 
Mstep: Class 11 contains 43219 members 
Mstep: Class 12 contains 14590 members 
Mstep: Class 13 contains 25407 members 
Mstep: Class 14 contains 14381 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 7320 members 
Mstep: Class 17 contains 15957 members 
Mstep: Class 18 contains 71540 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 6144 members 
Mstep: Class 22 contains 27114 members 
Mstep: Class 23 contains 16692 members 
Mstep: Class 24 contains 110452 members 
Mstep: Class 25 contains 5050 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 8723 members 
Mstep: Class 28 contains 3986 members 
Mstep: Class 29 contains 881 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 22023 members 
Mstep: Class 32 contains 102646 members 
Mstep: Class 33 contains 3272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108930240.000000 Penalty: 73429.796875
Iteration 52Q: 34 clusters Score -1.089302e+08 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 138569 members 
Mstep: Class 3 contains 9333 members 
Mstep: Class 4 contains 31210 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 23316 members 
Mstep: Class 7 contains 17413 members 
Mstep: Class 8 contains 97213 members 
Mstep: Class 9 contains 18796 members 
Mstep: Class 10 contains 36389 members 
Mstep: Class 11 contains 43264 members 
Mstep: Class 12 contains 14989 members 
Mstep: Class 13 contains 25439 members 
Mstep: Class 14 contains 14360 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 7298 members 
Mstep: Class 17 contains 15873 members 
Mstep: Class 18 contains 71065 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6601 members 
Mstep: Class 21 contains 6142 members 
Mstep: Class 22 contains 27170 members 
Mstep: Class 23 contains 16834 members 
Mstep: Class 24 contains 110277 members 
Mstep: Class 25 contains 5061 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 8591 members 
Mstep: Class 28 contains 4020 members 
Mstep: Class 29 contains 888 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 22149 members 
Mstep: Class 32 contains 102221 members 
Mstep: Class 33 contains 3281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108930784.000000 Penalty: 73429.796875
Iteration 53Q: 34 clusters Score -1.089308e+08 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 138595 members 
Mstep: Class 3 contains 9398 members 
Mstep: Class 4 contains 31200 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 23567 members 
Mstep: Class 7 contains 17420 members 
Mstep: Class 8 contains 97584 members 
Mstep: Class 9 contains 18827 members 
Mstep: Class 10 contains 36201 members 
Mstep: Class 11 contains 43294 members 
Mstep: Class 12 contains 15396 members 
Mstep: Class 13 contains 25458 members 
Mstep: Class 14 contains 14354 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 7279 members 
Mstep: Class 17 contains 15777 members 
Mstep: Class 18 contains 70537 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 6141 members 
Mstep: Class 22 contains 27200 members 
Mstep: Class 23 contains 16967 members 
Mstep: Class 24 contains 110142 members 
Mstep: Class 25 contains 5077 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 895 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 22265 members 
Mstep: Class 32 contains 101800 members 
Mstep: Class 33 contains 3294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108930704.000000 Penalty: 73429.796875
Iteration 54Q: 34 clusters Score -1.089307e+08 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 138604 members 
Mstep: Class 3 contains 9470 members 
Mstep: Class 4 contains 31179 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 23747 members 
Mstep: Class 7 contains 17449 members 
Mstep: Class 8 contains 97944 members 
Mstep: Class 9 contains 18872 members 
Mstep: Class 10 contains 36030 members 
Mstep: Class 11 contains 43298 members 
Mstep: Class 12 contains 15792 members 
Mstep: Class 13 contains 25465 members 
Mstep: Class 14 contains 14345 members 
Mstep: Class 15 contains 195 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 70012 members 
Mstep: Class 19 contains 1436 members 
Mstep: Class 20 contains 6592 members 
Mstep: Class 21 contains 6128 members 
Mstep: Class 22 contains 27235 members 
Mstep: Class 23 contains 17092 members 
Mstep: Class 24 contains 110099 members 
Mstep: Class 25 contains 5098 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 8355 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 900 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 22369 members 
Mstep: Class 32 contains 101395 members 
Mstep: Class 33 contains 3305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931048.000000 Penalty: 73429.796875
Iteration 55Q: 34 clusters Score -1.08931e+08 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 138612 members 
Mstep: Class 3 contains 9527 members 
Mstep: Class 4 contains 31159 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 23942 members 
Mstep: Class 7 contains 17469 members 
Mstep: Class 8 contains 98228 members 
Mstep: Class 9 contains 18899 members 
Mstep: Class 10 contains 35891 members 
Mstep: Class 11 contains 43289 members 
Mstep: Class 12 contains 16182 members 
Mstep: Class 13 contains 25488 members 
Mstep: Class 14 contains 14341 members 
Mstep: Class 15 contains 196 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 15576 members 
Mstep: Class 18 contains 69433 members 
Mstep: Class 19 contains 1436 members 
Mstep: Class 20 contains 6587 members 
Mstep: Class 21 contains 6113 members 
Mstep: Class 22 contains 27265 members 
Mstep: Class 23 contains 17236 members 
Mstep: Class 24 contains 110168 members 
Mstep: Class 25 contains 5118 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 8250 members 
Mstep: Class 28 contains 4071 members 
Mstep: Class 29 contains 907 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 22491 members 
Mstep: Class 32 contains 100979 members 
Mstep: Class 33 contains 3315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931728.000000 Penalty: 73429.796875
Iteration 56Q: 34 clusters Score -1.089317e+08 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 138613 members 
Mstep: Class 3 contains 9579 members 
Mstep: Class 4 contains 31181 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 24106 members 
Mstep: Class 7 contains 17489 members 
Mstep: Class 8 contains 98443 members 
Mstep: Class 9 contains 18906 members 
Mstep: Class 10 contains 35759 members 
Mstep: Class 11 contains 43283 members 
Mstep: Class 12 contains 16533 members 
Mstep: Class 13 contains 25504 members 
Mstep: Class 14 contains 14328 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7245 members 
Mstep: Class 17 contains 15489 members 
Mstep: Class 18 contains 68829 members 
Mstep: Class 19 contains 1436 members 
Mstep: Class 20 contains 6583 members 
Mstep: Class 21 contains 6106 members 
Mstep: Class 22 contains 27301 members 
Mstep: Class 23 contains 17384 members 
Mstep: Class 24 contains 110368 members 
Mstep: Class 25 contains 5129 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 8151 members 
Mstep: Class 28 contains 4085 members 
Mstep: Class 29 contains 915 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 22615 members 
Mstep: Class 32 contains 100558 members 
Mstep: Class 33 contains 3322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108932376.000000 Penalty: 73429.796875
Iteration 57Q: 34 clusters Score -1.089324e+08 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 138618 members 
Mstep: Class 3 contains 9613 members 
Mstep: Class 4 contains 31225 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 24255 members 
Mstep: Class 7 contains 17514 members 
Mstep: Class 8 contains 98648 members 
Mstep: Class 9 contains 18919 members 
Mstep: Class 10 contains 35634 members 
Mstep: Class 11 contains 43249 members 
Mstep: Class 12 contains 16867 members 
Mstep: Class 13 contains 25521 members 
Mstep: Class 14 contains 14321 members 
Mstep: Class 15 contains 196 members 
Mstep: Class 16 contains 7235 members 
Mstep: Class 17 contains 15401 members 
Mstep: Class 18 contains 68191 members 
Mstep: Class 19 contains 1436 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 21 contains 6097 members 
Mstep: Class 22 contains 27320 members 
Mstep: Class 23 contains 17539 members 
Mstep: Class 24 contains 110655 members 
Mstep: Class 25 contains 5152 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 8027 members 
Mstep: Class 28 contains 4093 members 
Mstep: Class 29 contains 918 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 22736 members 
Mstep: Class 32 contains 100165 members 
Mstep: Class 33 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108932552.000000 Penalty: 73429.796875
Iteration 58Q: 34 clusters Score -1.089326e+08 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 138614 members 
Mstep: Class 3 contains 9664 members 
Mstep: Class 4 contains 31255 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 24373 members 
Mstep: Class 7 contains 17553 members 
Mstep: Class 8 contains 98843 members 
Mstep: Class 9 contains 18932 members 
Mstep: Class 10 contains 35476 members 
Mstep: Class 11 contains 43248 members 
Mstep: Class 12 contains 17157 members 
Mstep: Class 13 contains 25552 members 
Mstep: Class 14 contains 14318 members 
Mstep: Class 15 contains 196 members 
Mstep: Class 16 contains 7228 members 
Mstep: Class 17 contains 15318 members 
Mstep: Class 18 contains 67475 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6571 members 
Mstep: Class 21 contains 6093 members 
Mstep: Class 22 contains 27340 members 
Mstep: Class 23 contains 17715 members 
Mstep: Class 24 contains 111025 members 
Mstep: Class 25 contains 5161 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 7894 members 
Mstep: Class 28 contains 4109 members 
Mstep: Class 29 contains 921 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 22838 members 
Mstep: Class 32 contains 99827 members 
Mstep: Class 33 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108932888.000000 Penalty: 73429.796875
Iteration 59Q: 34 clusters Score -1.089329e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 138605 members 
Mstep: Class 3 contains 9707 members 
Mstep: Class 4 contains 31303 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 24500 members 
Mstep: Class 7 contains 17583 members 
Mstep: Class 8 contains 99032 members 
Mstep: Class 9 contains 18929 members 
Mstep: Class 10 contains 35342 members 
Mstep: Class 11 contains 43226 members 
Mstep: Class 12 contains 17405 members 
Mstep: Class 13 contains 25585 members 
Mstep: Class 14 contains 14311 members 
Mstep: Class 15 contains 196 members 
Mstep: Class 16 contains 7220 members 
Mstep: Class 17 contains 15228 members 
Mstep: Class 18 contains 66803 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6570 members 
Mstep: Class 21 contains 6087 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 17892 members 
Mstep: Class 24 contains 111410 members 
Mstep: Class 25 contains 5178 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 7764 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 924 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 22951 members 
Mstep: Class 32 contains 99473 members 
Mstep: Class 33 contains 3334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108934016.000000 Penalty: 73429.796875
Iteration 60F: 34 clusters Score -1.08934e+08 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 138576 members 
Mstep: Class 3 contains 9732 members 
Mstep: Class 4 contains 31350 members 
Mstep: Class 5 contains 181 members 
Mstep: Class 6 contains 24629 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 99226 members 
Mstep: Class 9 contains 18962 members 
Mstep: Class 10 contains 35178 members 
Mstep: Class 11 contains 43202 members 
Mstep: Class 12 contains 17619 members 
Mstep: Class 13 contains 25619 members 
Mstep: Class 14 contains 14296 members 
Mstep: Class 15 contains 193 members 
Mstep: Class 16 contains 7206 members 
Mstep: Class 17 contains 15135 members 
Mstep: Class 18 contains 66134 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6570 members 
Mstep: Class 21 contains 6090 members 
Mstep: Class 22 contains 27369 members 
Mstep: Class 23 contains 18073 members 
Mstep: Class 24 contains 111845 members 
Mstep: Class 25 contains 5186 members 
Mstep: Class 26 contains 275 members 
Mstep: Class 27 contains 7634 members 
Mstep: Class 28 contains 4140 members 
Mstep: Class 29 contains 930 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 23088 members 
Mstep: Class 32 contains 99127 members 
Mstep: Class 33 contains 3338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108935328.000000 Penalty: 73429.796875
Iteration 61Q: 34 clusters Score -1.089353e+08 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 138548 members 
Mstep: Class 3 contains 9767 members 
Mstep: Class 4 contains 31405 members 
Mstep: Class 5 contains 178 members 
Mstep: Class 6 contains 24752 members 
Mstep: Class 7 contains 17645 members 
Mstep: Class 8 contains 99413 members 
Mstep: Class 9 contains 19004 members 
Mstep: Class 10 contains 34994 members 
Mstep: Class 11 contains 43185 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 25637 members 
Mstep: Class 14 contains 14290 members 
Mstep: Class 15 contains 196 members 
Mstep: Class 16 contains 7193 members 
Mstep: Class 17 contains 15052 members 
Mstep: Class 18 contains 65435 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 21 contains 6098 members 
Mstep: Class 22 contains 27386 members 
Mstep: Class 23 contains 18273 members 
Mstep: Class 24 contains 112303 members 
Mstep: Class 25 contains 5195 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 7480 members 
Mstep: Class 28 contains 4161 members 
Mstep: Class 29 contains 928 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 23215 members 
Mstep: Class 32 contains 98811 members 
Mstep: Class 33 contains 3341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936464.000000 Penalty: 73429.796875
Iteration 62Q: 34 clusters Score -1.089365e+08 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 138522 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 31470 members 
Mstep: Class 5 contains 176 members 
Mstep: Class 6 contains 24870 members 
Mstep: Class 7 contains 17680 members 
Mstep: Class 8 contains 99633 members 
Mstep: Class 9 contains 19061 members 
Mstep: Class 10 contains 34782 members 
Mstep: Class 11 contains 43148 members 
Mstep: Class 12 contains 17975 members 
Mstep: Class 13 contains 25655 members 
Mstep: Class 14 contains 14279 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7184 members 
Mstep: Class 17 contains 14975 members 
Mstep: Class 18 contains 64750 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6565 members 
Mstep: Class 21 contains 6093 members 
Mstep: Class 22 contains 27385 members 
Mstep: Class 23 contains 18500 members 
Mstep: Class 24 contains 112785 members 
Mstep: Class 25 contains 5197 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 7304 members 
Mstep: Class 28 contains 4173 members 
Mstep: Class 29 contains 929 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 23342 members 
Mstep: Class 32 contains 98512 members 
Mstep: Class 33 contains 3342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108936688.000000 Penalty: 73429.796875
Iteration 63Q: 34 clusters Score -1.089367e+08 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 138482 members 
Mstep: Class 3 contains 9794 members 
Mstep: Class 4 contains 31557 members 
Mstep: Class 5 contains 175 members 
Mstep: Class 6 contains 24960 members 
Mstep: Class 7 contains 17730 members 
Mstep: Class 8 contains 99831 members 
Mstep: Class 9 contains 19109 members 
Mstep: Class 10 contains 34606 members 
Mstep: Class 11 contains 43115 members 
Mstep: Class 12 contains 18129 members 
Mstep: Class 13 contains 25684 members 
Mstep: Class 14 contains 14250 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7181 members 
Mstep: Class 17 contains 14903 members 
Mstep: Class 18 contains 64142 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 21 contains 6085 members 
Mstep: Class 22 contains 27388 members 
Mstep: Class 23 contains 18740 members 
Mstep: Class 24 contains 113228 members 
Mstep: Class 25 contains 5197 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 7112 members 
Mstep: Class 28 contains 4176 members 
Mstep: Class 29 contains 932 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 23459 members 
Mstep: Class 32 contains 98225 members 
Mstep: Class 33 contains 3347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937184.000000 Penalty: 73429.796875
Iteration 64Q: 34 clusters Score -1.089372e+08 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 138438 members 
Mstep: Class 3 contains 9801 members 
Mstep: Class 4 contains 31620 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 6 contains 25050 members 
Mstep: Class 7 contains 17764 members 
Mstep: Class 8 contains 100026 members 
Mstep: Class 9 contains 19138 members 
Mstep: Class 10 contains 34452 members 
Mstep: Class 11 contains 43097 members 
Mstep: Class 12 contains 18268 members 
Mstep: Class 13 contains 25708 members 
Mstep: Class 14 contains 14234 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7179 members 
Mstep: Class 17 contains 14840 members 
Mstep: Class 18 contains 63535 members 
Mstep: Class 19 contains 1425 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 6085 members 
Mstep: Class 22 contains 27381 members 
Mstep: Class 23 contains 18983 members 
Mstep: Class 24 contains 113644 members 
Mstep: Class 25 contains 5203 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 6920 members 
Mstep: Class 28 contains 4178 members 
Mstep: Class 29 contains 938 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 23591 members 
Mstep: Class 32 contains 97953 members 
Mstep: Class 33 contains 3359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937504.000000 Penalty: 73429.796875
Iteration 65Q: 34 clusters Score -1.089375e+08 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 138393 members 
Mstep: Class 3 contains 9807 members 
Mstep: Class 4 contains 31716 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 6 contains 25148 members 
Mstep: Class 7 contains 17799 members 
Mstep: Class 8 contains 100224 members 
Mstep: Class 9 contains 19149 members 
Mstep: Class 10 contains 34300 members 
Mstep: Class 11 contains 43090 members 
Mstep: Class 12 contains 18404 members 
Mstep: Class 13 contains 25726 members 
Mstep: Class 14 contains 14210 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7179 members 
Mstep: Class 17 contains 14776 members 
Mstep: Class 18 contains 62943 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6556 members 
Mstep: Class 21 contains 6092 members 
Mstep: Class 22 contains 27372 members 
Mstep: Class 23 contains 19200 members 
Mstep: Class 24 contains 114070 members 
Mstep: Class 25 contains 5207 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 6733 members 
Mstep: Class 28 contains 4179 members 
Mstep: Class 29 contains 941 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 23730 members 
Mstep: Class 32 contains 97641 members 
Mstep: Class 33 contains 3368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108937944.000000 Penalty: 73429.796875
Iteration 66Q: 34 clusters Score -1.089379e+08 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 138353 members 
Mstep: Class 3 contains 9808 members 
Mstep: Class 4 contains 31794 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 6 contains 25241 members 
Mstep: Class 7 contains 17817 members 
Mstep: Class 8 contains 100413 members 
Mstep: Class 9 contains 19179 members 
Mstep: Class 10 contains 34152 members 
Mstep: Class 11 contains 43058 members 
Mstep: Class 12 contains 18527 members 
Mstep: Class 13 contains 25747 members 
Mstep: Class 14 contains 14192 members 
Mstep: Class 15 contains 196 members 
Mstep: Class 16 contains 7174 members 
Mstep: Class 17 contains 14717 members 
Mstep: Class 18 contains 62361 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6554 members 
Mstep: Class 21 contains 6089 members 
Mstep: Class 22 contains 27364 members 
Mstep: Class 23 contains 19405 members 
Mstep: Class 24 contains 114509 members 
Mstep: Class 25 contains 5208 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 6574 members 
Mstep: Class 28 contains 4179 members 
Mstep: Class 29 contains 941 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 23879 members 
Mstep: Class 32 contains 97363 members 
Mstep: Class 33 contains 3371 members 
Entering Unmasked Estep 
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Iteration 67Q: 34 clusters Score -1.089382e+08 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 138312 members 
Mstep: Class 3 contains 9818 members 
Mstep: Class 4 contains 31857 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 25360 members 
Mstep: Class 7 contains 17839 members 
Mstep: Class 8 contains 100561 members 
Mstep: Class 9 contains 19200 members 
Mstep: Class 10 contains 34012 members 
Mstep: Class 11 contains 43037 members 
Mstep: Class 12 contains 18635 members 
Mstep: Class 13 contains 25764 members 
Mstep: Class 14 contains 14164 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7169 members 
Mstep: Class 17 contains 14655 members 
Mstep: Class 18 contains 61730 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6550 members 
Mstep: Class 21 contains 6091 members 
Mstep: Class 22 contains 27359 members 
Mstep: Class 23 contains 19589 members 
Mstep: Class 24 contains 115016 members 
Mstep: Class 25 contains 5214 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 6428 members 
Mstep: Class 28 contains 4179 members 
Mstep: Class 29 contains 944 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 24059 members 
Mstep: Class 32 contains 97065 members 
Mstep: Class 33 contains 3378 members 
Entering Unmasked Estep 
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Iteration 68Q: 34 clusters Score -1.089381e+08 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 138273 members 
Mstep: Class 3 contains 9817 members 
Mstep: Class 4 contains 31917 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 25457 members 
Mstep: Class 7 contains 17863 members 
Mstep: Class 8 contains 100708 members 
Mstep: Class 9 contains 19195 members 
Mstep: Class 10 contains 33890 members 
Mstep: Class 11 contains 43016 members 
Mstep: Class 12 contains 18736 members 
Mstep: Class 13 contains 25774 members 
Mstep: Class 14 contains 14137 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7156 members 
Mstep: Class 17 contains 14612 members 
Mstep: Class 18 contains 61118 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6547 members 
Mstep: Class 21 contains 6088 members 
Mstep: Class 22 contains 27356 members 
Mstep: Class 23 contains 19772 members 
Mstep: Class 24 contains 115540 members 
Mstep: Class 25 contains 5216 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 6287 members 
Mstep: Class 28 contains 4185 members 
Mstep: Class 29 contains 945 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 24252 members 
Mstep: Class 32 contains 96752 members 
Mstep: Class 33 contains 3386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938568.000000 Penalty: 73429.796875
Iteration 69Q: 34 clusters Score -1.089386e+08 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 138217 members 
Mstep: Class 3 contains 9809 members 
Mstep: Class 4 contains 31972 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 25558 members 
Mstep: Class 7 contains 17886 members 
Mstep: Class 8 contains 100891 members 
Mstep: Class 9 contains 19197 members 
Mstep: Class 10 contains 33772 members 
Mstep: Class 11 contains 42998 members 
Mstep: Class 12 contains 18840 members 
Mstep: Class 13 contains 25793 members 
Mstep: Class 14 contains 14116 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7148 members 
Mstep: Class 17 contains 14570 members 
Mstep: Class 18 contains 60464 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 6545 members 
Mstep: Class 21 contains 6083 members 
Mstep: Class 22 contains 27349 members 
Mstep: Class 23 contains 19940 members 
Mstep: Class 24 contains 116066 members 
Mstep: Class 25 contains 5221 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 4182 members 
Mstep: Class 29 contains 945 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 24439 members 
Mstep: Class 32 contains 96449 members 
Mstep: Class 33 contains 3398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938440.000000 Penalty: 73429.796875
Iteration 70Q: 34 clusters Score -1.089384e+08 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 138157 members 
Mstep: Class 3 contains 9794 members 
Mstep: Class 4 contains 32023 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 25641 members 
Mstep: Class 7 contains 17910 members 
Mstep: Class 8 contains 101068 members 
Mstep: Class 9 contains 19198 members 
Mstep: Class 10 contains 33647 members 
Mstep: Class 11 contains 43000 members 
Mstep: Class 12 contains 18936 members 
Mstep: Class 13 contains 25803 members 
Mstep: Class 14 contains 14103 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7146 members 
Mstep: Class 17 contains 14527 members 
Mstep: Class 18 contains 59820 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 6541 members 
Mstep: Class 21 contains 6080 members 
Mstep: Class 22 contains 27336 members 
Mstep: Class 23 contains 20093 members 
Mstep: Class 24 contains 116606 members 
Mstep: Class 25 contains 5229 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 6028 members 
Mstep: Class 28 contains 4186 members 
Mstep: Class 29 contains 945 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 24638 members 
Mstep: Class 32 contains 96154 members 
Mstep: Class 33 contains 3414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938152.000000 Penalty: 73429.796875
Iteration 71Q: 34 clusters Score -1.089382e+08 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 138077 members 
Mstep: Class 3 contains 9786 members 
Mstep: Class 4 contains 32059 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 25723 members 
Mstep: Class 7 contains 17920 members 
Mstep: Class 8 contains 101289 members 
Mstep: Class 9 contains 19203 members 
Mstep: Class 10 contains 33516 members 
Mstep: Class 11 contains 43002 members 
Mstep: Class 12 contains 19013 members 
Mstep: Class 13 contains 25813 members 
Mstep: Class 14 contains 14091 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7144 members 
Mstep: Class 17 contains 14489 members 
Mstep: Class 18 contains 59205 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 6540 members 
Mstep: Class 21 contains 6081 members 
Mstep: Class 22 contains 27332 members 
Mstep: Class 23 contains 20283 members 
Mstep: Class 24 contains 117091 members 
Mstep: Class 25 contains 5231 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 5872 members 
Mstep: Class 28 contains 4188 members 
Mstep: Class 29 contains 945 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 24833 members 
Mstep: Class 32 contains 95891 members 
Mstep: Class 33 contains 3422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938152.000000 Penalty: 73429.796875
Iteration 72Q: 34 clusters Score -1.089382e+08 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 138050 members 
Mstep: Class 3 contains 9782 members 
Mstep: Class 4 contains 32109 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 25785 members 
Mstep: Class 7 contains 17948 members 
Mstep: Class 8 contains 101512 members 
Mstep: Class 9 contains 19211 members 
Mstep: Class 10 contains 33393 members 
Mstep: Class 11 contains 42994 members 
Mstep: Class 12 contains 19081 members 
Mstep: Class 13 contains 25836 members 
Mstep: Class 14 contains 14096 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7138 members 
Mstep: Class 17 contains 14456 members 
Mstep: Class 18 contains 58581 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 6533 members 
Mstep: Class 21 contains 6085 members 
Mstep: Class 22 contains 27323 members 
Mstep: Class 23 contains 20460 members 
Mstep: Class 24 contains 117521 members 
Mstep: Class 25 contains 5242 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 4190 members 
Mstep: Class 29 contains 946 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 25029 members 
Mstep: Class 32 contains 95596 members 
Mstep: Class 33 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938232.000000 Penalty: 73429.796875
Iteration 73Q: 34 clusters Score -1.089382e+08 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 138016 members 
Mstep: Class 3 contains 9770 members 
Mstep: Class 4 contains 32145 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 25866 members 
Mstep: Class 7 contains 17968 members 
Mstep: Class 8 contains 101724 members 
Mstep: Class 9 contains 19225 members 
Mstep: Class 10 contains 33300 members 
Mstep: Class 11 contains 42993 members 
Mstep: Class 12 contains 19158 members 
Mstep: Class 13 contains 25864 members 
Mstep: Class 14 contains 14087 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7134 members 
Mstep: Class 17 contains 14424 members 
Mstep: Class 18 contains 57981 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6531 members 
Mstep: Class 21 contains 6094 members 
Mstep: Class 22 contains 27308 members 
Mstep: Class 23 contains 20614 members 
Mstep: Class 24 contains 117901 members 
Mstep: Class 25 contains 5257 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 5620 members 
Mstep: Class 28 contains 4185 members 
Mstep: Class 29 contains 946 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 25220 members 
Mstep: Class 32 contains 95305 members 
Mstep: Class 33 contains 3443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938280.000000 Penalty: 73429.796875
Iteration 74Q: 34 clusters Score -1.089383e+08 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 137971 members 
Mstep: Class 3 contains 9760 members 
Mstep: Class 4 contains 32189 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 25947 members 
Mstep: Class 7 contains 17983 members 
Mstep: Class 8 contains 101908 members 
Mstep: Class 9 contains 19241 members 
Mstep: Class 10 contains 33213 members 
Mstep: Class 11 contains 42991 members 
Mstep: Class 12 contains 19239 members 
Mstep: Class 13 contains 25881 members 
Mstep: Class 14 contains 14081 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7127 members 
Mstep: Class 17 contains 14378 members 
Mstep: Class 18 contains 57356 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6528 members 
Mstep: Class 21 contains 6100 members 
Mstep: Class 22 contains 27289 members 
Mstep: Class 23 contains 20750 members 
Mstep: Class 24 contains 118354 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 5520 members 
Mstep: Class 28 contains 4190 members 
Mstep: Class 29 contains 946 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 25427 members 
Mstep: Class 32 contains 95003 members 
Mstep: Class 33 contains 3450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938400.000000 Penalty: 73429.796875
Iteration 75Q: 34 clusters Score -1.089384e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 137946 members 
Mstep: Class 3 contains 9741 members 
Mstep: Class 4 contains 32238 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 26006 members 
Mstep: Class 7 contains 17986 members 
Mstep: Class 8 contains 102102 members 
Mstep: Class 9 contains 19267 members 
Mstep: Class 10 contains 33095 members 
Mstep: Class 11 contains 42993 members 
Mstep: Class 12 contains 19335 members 
Mstep: Class 13 contains 25904 members 
Mstep: Class 14 contains 14074 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7127 members 
Mstep: Class 17 contains 14332 members 
Mstep: Class 18 contains 56827 members 
Mstep: Class 19 contains 1445 members 
Mstep: Class 20 contains 6527 members 
Mstep: Class 21 contains 6105 members 
Mstep: Class 22 contains 27281 members 
Mstep: Class 23 contains 20889 members 
Mstep: Class 24 contains 118710 members 
Mstep: Class 25 contains 5274 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 5424 members 
Mstep: Class 28 contains 4185 members 
Mstep: Class 29 contains 947 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 25640 members 
Mstep: Class 32 contains 94683 members 
Mstep: Class 33 contains 3454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938560.000000 Penalty: 73429.796875
Iteration 76Q: 34 clusters Score -1.089386e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 137912 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 32304 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 26087 members 
Mstep: Class 7 contains 17992 members 
Mstep: Class 8 contains 102321 members 
Mstep: Class 9 contains 19266 members 
Mstep: Class 10 contains 32969 members 
Mstep: Class 11 contains 42981 members 
Mstep: Class 12 contains 19409 members 
Mstep: Class 13 contains 25934 members 
Mstep: Class 14 contains 14079 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7125 members 
Mstep: Class 17 contains 14304 members 
Mstep: Class 18 contains 56337 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6528 members 
Mstep: Class 21 contains 6110 members 
Mstep: Class 22 contains 27272 members 
Mstep: Class 23 contains 21032 members 
Mstep: Class 24 contains 118987 members 
Mstep: Class 25 contains 5279 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 5347 members 
Mstep: Class 28 contains 4191 members 
Mstep: Class 29 contains 946 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 25830 members 
Mstep: Class 32 contains 94380 members 
Mstep: Class 33 contains 3453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938296.000000 Penalty: 73429.796875
Iteration 77Q: 34 clusters Score -1.089383e+08 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 137905 members 
Mstep: Class 3 contains 9725 members 
Mstep: Class 4 contains 32371 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 26162 members 
Mstep: Class 7 contains 17995 members 
Mstep: Class 8 contains 102512 members 
Mstep: Class 9 contains 19255 members 
Mstep: Class 10 contains 32855 members 
Mstep: Class 11 contains 42964 members 
Mstep: Class 12 contains 19485 members 
Mstep: Class 13 contains 25972 members 
Mstep: Class 14 contains 14079 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7121 members 
Mstep: Class 17 contains 14263 members 
Mstep: Class 18 contains 55864 members 
Mstep: Class 19 contains 1446 members 
Mstep: Class 20 contains 6530 members 
Mstep: Class 21 contains 6118 members 
Mstep: Class 22 contains 27258 members 
Mstep: Class 23 contains 21147 members 
Mstep: Class 24 contains 119247 members 
Mstep: Class 25 contains 5284 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 5286 members 
Mstep: Class 28 contains 4193 members 
Mstep: Class 29 contains 947 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26011 members 
Mstep: Class 32 contains 94105 members 
Mstep: Class 33 contains 3460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108938776.000000 Penalty: 73429.796875
Iteration 78Q: 34 clusters Score -1.089388e+08 nChanged 2054
Entering ConstructFrom: 
Score: -108938776.000000 Penalty: 73429.796875
Entering ConstructFrom: 
Trying to split cluster 1 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -545311.750000 Penalty: 1360.176270
	Iteration 0F: 2 clusters Score -545311.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -541777.125000 Penalty: 2720.352539
	Iteration 0F: 3 clusters Score -541777.1 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -542748.125000 Penalty: 2720.352539
	Iteration 1F: 3 clusters Score -542748.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -542901.500000 Penalty: 2720.352539
	Iteration 2F: 3 clusters Score -542901.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -543001.562500 Penalty: 2720.352539
	Iteration 3Q: 3 clusters Score -543001.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -543070.437500 Penalty: 2720.352539
	Iteration 4Q: 3 clusters Score -543070.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -543120.937500 Penalty: 2720.352539
	Iteration 5Q: 3 clusters Score -543120.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -543178.687500 Penalty: 2720.352539
	Iteration 6Q: 3 clusters Score -543178.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -543236.562500 Penalty: 2720.352539
	Iteration 7Q: 3 clusters Score -543236.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -543279.875000 Penalty: 2720.352539
	Iteration 8Q: 3 clusters Score -543279.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -543326.625000 Penalty: 2720.352539
	Iteration 9Q: 3 clusters Score -543326.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -543356.000000 Penalty: 2720.352539
	Iteration 10Q: 3 clusters Score -543356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -543374.562500 Penalty: 2720.352539
	Iteration 11Q: 3 clusters Score -543374.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -543394.125000 Penalty: 2720.352539
	Iteration 12Q: 3 clusters Score -543394.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -543415.937500 Penalty: 2720.352539
	Iteration 13Q: 3 clusters Score -543415.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -543438.375000 Penalty: 2720.352539
	Iteration 14Q: 3 clusters Score -543438.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -543468.000000 Penalty: 2720.352539
	Iteration 15Q: 3 clusters Score -543468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -543499.437500 Penalty: 2720.352539
	Iteration 16Q: 3 clusters Score -543499.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -543527.687500 Penalty: 2720.352539
	Iteration 17Q: 3 clusters Score -543527.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -543552.125000 Penalty: 2720.352539
	Iteration 18Q: 3 clusters Score -543552.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -543568.562500 Penalty: 2720.352539
	Iteration 19Q: 3 clusters Score -543568.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -543588.625000 Penalty: 2720.352539
	Iteration 20F: 3 clusters Score -543588.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -543608.375000 Penalty: 2720.352539
	Iteration 21Q: 3 clusters Score -543608.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -543624.937500 Penalty: 2720.352539
	Iteration 22Q: 3 clusters Score -543624.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -543641.375000 Penalty: 2720.352539
	Iteration 23Q: 3 clusters Score -543641.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -543654.812500 Penalty: 2720.352539
	Iteration 24Q: 3 clusters Score -543654.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -543668.812500 Penalty: 2720.352539
	Iteration 25Q: 3 clusters Score -543668.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -543694.062500 Penalty: 2720.352539
	Iteration 26Q: 3 clusters Score -543694.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -543720.187500 Penalty: 2720.352539
	Iteration 27Q: 3 clusters Score -543720.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -543748.250000 Penalty: 2720.352539
	Iteration 28Q: 3 clusters Score -543748.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -543771.875000 Penalty: 2720.352539
	Iteration 29Q: 3 clusters Score -543771.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -543795.187500 Penalty: 2720.352539
	Iteration 30Q: 3 clusters Score -543795.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -543820.187500 Penalty: 2720.352539
	Iteration 31Q: 3 clusters Score -543820.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -543855.812500 Penalty: 2720.352539
	Iteration 32Q: 3 clusters Score -543855.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -543893.687500 Penalty: 2720.352539
	Iteration 33Q: 3 clusters Score -543893.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -543944.312500 Penalty: 2720.352539
	Iteration 34Q: 3 clusters Score -543944.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -543985.500000 Penalty: 2720.352539
	Iteration 35Q: 3 clusters Score -543985.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -544013.187500 Penalty: 2720.352539
	Iteration 36Q: 3 clusters Score -544013.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -544036.500000 Penalty: 2720.352539
	Iteration 37Q: 3 clusters Score -544036.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -544068.937500 Penalty: 2720.352539
	Iteration 38Q: 3 clusters Score -544068.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -544096.000000 Penalty: 2720.352539
	Iteration 39Q: 3 clusters Score -544096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -544116.562500 Penalty: 2720.352539
	Iteration 40F: 3 clusters Score -544116.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -544128.562500 Penalty: 2720.352539
	Iteration 41Q: 3 clusters Score -544128.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -544144.375000 Penalty: 2720.352539
	Iteration 42Q: 3 clusters Score -544144.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -544157.000000 Penalty: 2720.352539
	Iteration 43Q: 3 clusters Score -544157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -544169.000000 Penalty: 2720.352539
	Iteration 44Q: 3 clusters Score -544169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -544174.937500 Penalty: 2720.352539
	Iteration 45Q: 3 clusters Score -544174.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -544179.312500 Penalty: 2720.352539
	Iteration 46Q: 3 clusters Score -544179.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -544183.937500 Penalty: 2720.352539
	Iteration 47Q: 3 clusters Score -544183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -544184.000000 Penalty: 2720.352539
	Iteration 48Q: 3 clusters Score -544184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -544184.000000 Penalty: 2720.352539
	Iteration 49F: 3 clusters Score -544184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (137882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137882 members 
Entering Unmasked Estep 
Score: -17491088.000000 Penalty: 1923.049927
	Iteration 0F: 2 clusters Score -1.749109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68994 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -17409842.000000 Penalty: 3846.099854
	Iteration 0F: 3 clusters Score -1.740984e+07 nChanged 66400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70834 members 
Mstep: Class 2 contains 67048 members 
Entering Unmasked Estep 
Score: -17449102.000000 Penalty: 3846.099854
	Iteration 1F: 3 clusters Score -1.74491e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71213 members 
Mstep: Class 2 contains 66669 members 
Entering Unmasked Estep 
Score: -17450514.000000 Penalty: 3846.099854
	Iteration 2Q: 3 clusters Score -1.745051e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71891 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -17452260.000000 Penalty: 3846.099854
	Iteration 3Q: 3 clusters Score -1.745226e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -17454678.000000 Penalty: 3846.099854
	Iteration 4Q: 3 clusters Score -1.745468e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74453 members 
Mstep: Class 2 contains 63429 members 
Entering Unmasked Estep 
Score: -17457898.000000 Penalty: 3846.099854
	Iteration 5Q: 3 clusters Score -1.74579e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76634 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -17462446.000000 Penalty: 3846.099854
	Iteration 6F: 3 clusters Score -1.746245e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79396 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -17468280.000000 Penalty: 3846.099854
	Iteration 7F: 3 clusters Score -1.746828e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -17474778.000000 Penalty: 3846.099854
	Iteration 8F: 3 clusters Score -1.747478e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84968 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -17480126.000000 Penalty: 3846.099854
	Iteration 9F: 3 clusters Score -1.748013e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -17482538.000000 Penalty: 3846.099854
	Iteration 10Q: 3 clusters Score -1.748254e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -17483754.000000 Penalty: 3846.099854
	Iteration 11Q: 3 clusters Score -1.748375e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90671 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -17484546.000000 Penalty: 3846.099854
	Iteration 12Q: 3 clusters Score -1.748455e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -17485176.000000 Penalty: 3846.099854
	Iteration 13Q: 3 clusters Score -1.748518e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94055 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -17485770.000000 Penalty: 3846.099854
	Iteration 14Q: 3 clusters Score -1.748577e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95791 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -17486518.000000 Penalty: 3846.099854
	Iteration 15Q: 3 clusters Score -1.748652e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97510 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -17487130.000000 Penalty: 3846.099854
	Iteration 16Q: 3 clusters Score -1.748713e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99216 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -17487764.000000 Penalty: 3846.099854
	Iteration 17Q: 3 clusters Score -1.748776e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100918 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -17488478.000000 Penalty: 3846.099854
	Iteration 18Q: 3 clusters Score -1.748848e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102599 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -17489044.000000 Penalty: 3846.099854
	Iteration 19Q: 3 clusters Score -1.748904e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104275 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -17489620.000000 Penalty: 3846.099854
	Iteration 20F: 3 clusters Score -1.748962e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105880 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -17490136.000000 Penalty: 3846.099854
	Iteration 21Q: 3 clusters Score -1.749014e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107404 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -17490734.000000 Penalty: 3846.099854
	Iteration 22Q: 3 clusters Score -1.749073e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108917 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -17491274.000000 Penalty: 3846.099854
	Iteration 23Q: 3 clusters Score -1.749127e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110350 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -17491968.000000 Penalty: 3846.099854
	Iteration 24Q: 3 clusters Score -1.749197e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111801 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -17492796.000000 Penalty: 3846.099854
	Iteration 25Q: 3 clusters Score -1.74928e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113381 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -17493502.000000 Penalty: 3846.099854
	Iteration 26Q: 3 clusters Score -1.74935e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115056 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -17494142.000000 Penalty: 3846.099854
	Iteration 27Q: 3 clusters Score -1.749414e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116809 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -17494558.000000 Penalty: 3846.099854
	Iteration 28Q: 3 clusters Score -1.749456e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118497 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -17494758.000000 Penalty: 3846.099854
	Iteration 29Q: 3 clusters Score -1.749476e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120149 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -17494782.000000 Penalty: 3846.099854
	Iteration 30Q: 3 clusters Score -1.749478e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121701 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -17494730.000000 Penalty: 3846.099854
	Iteration 31Q: 3 clusters Score -1.749473e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123167 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -17494650.000000 Penalty: 3846.099854
	Iteration 32Q: 3 clusters Score -1.749465e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124489 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -17494438.000000 Penalty: 3846.099854
	Iteration 33Q: 3 clusters Score -1.749444e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125666 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -17494266.000000 Penalty: 3846.099854
	Iteration 34Q: 3 clusters Score -1.749427e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126753 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -17494148.000000 Penalty: 3846.099854
	Iteration 35Q: 3 clusters Score -1.749415e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127706 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -17494106.000000 Penalty: 3846.099854
	Iteration 36Q: 3 clusters Score -1.749411e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128556 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -17494074.000000 Penalty: 3846.099854
	Iteration 37Q: 3 clusters Score -1.749407e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129293 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -17493970.000000 Penalty: 3846.099854
	Iteration 38Q: 3 clusters Score -1.749397e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129945 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -17493906.000000 Penalty: 3846.099854
	Iteration 39Q: 3 clusters Score -1.749391e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130510 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -17493772.000000 Penalty: 3846.099854
	Iteration 40F: 3 clusters Score -1.749377e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131055 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -17493706.000000 Penalty: 3846.099854
	Iteration 41Q: 3 clusters Score -1.749371e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131538 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -17493548.000000 Penalty: 3846.099854
	Iteration 42Q: 3 clusters Score -1.749355e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131963 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -17493352.000000 Penalty: 3846.099854
	Iteration 43Q: 3 clusters Score -1.749335e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132352 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -17493188.000000 Penalty: 3846.099854
	Iteration 44Q: 3 clusters Score -1.749319e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132672 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -17493034.000000 Penalty: 3846.099854
	Iteration 45Q: 3 clusters Score -1.749303e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132946 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -17493038.000000 Penalty: 3846.099854
	Iteration 46Q: 3 clusters Score -1.749304e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133194 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -17492950.000000 Penalty: 3846.099854
	Iteration 47Q: 3 clusters Score -1.749295e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133421 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -17492764.000000 Penalty: 3846.099854
	Iteration 48Q: 3 clusters Score -1.749276e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133623 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -17492696.000000 Penalty: 3846.099854
	Iteration 49Q: 3 clusters Score -1.74927e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133808 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -17492664.000000 Penalty: 3846.099854
	Iteration 50Q: 3 clusters Score -1.749266e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133971 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -17492602.000000 Penalty: 3846.099854
	Iteration 51Q: 3 clusters Score -1.74926e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134125 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -17492560.000000 Penalty: 3846.099854
	Iteration 52Q: 3 clusters Score -1.749256e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134270 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -17492498.000000 Penalty: 3846.099854
	Iteration 53Q: 3 clusters Score -1.74925e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134414 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -17492436.000000 Penalty: 3846.099854
	Iteration 54Q: 3 clusters Score -1.749244e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134548 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -17492422.000000 Penalty: 3846.099854
	Iteration 55Q: 3 clusters Score -1.749242e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134682 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -17492392.000000 Penalty: 3846.099854
	Iteration 56Q: 3 clusters Score -1.749239e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134788 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -17492378.000000 Penalty: 3846.099854
	Iteration 57Q: 3 clusters Score -1.749238e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134891 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -17492366.000000 Penalty: 3846.099854
	Iteration 58Q: 3 clusters Score -1.749237e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134979 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -17492306.000000 Penalty: 3846.099854
	Iteration 59Q: 3 clusters Score -1.749231e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135058 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -17492264.000000 Penalty: 3846.099854
	Iteration 60F: 3 clusters Score -1.749226e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135131 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -17492254.000000 Penalty: 3846.099854
	Iteration 61Q: 3 clusters Score -1.749225e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135190 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -17492222.000000 Penalty: 3846.099854
	Iteration 62Q: 3 clusters Score -1.749222e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135252 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -17492236.000000 Penalty: 3846.099854
	Iteration 63Q: 3 clusters Score -1.749224e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135320 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -17492208.000000 Penalty: 3846.099854
	Iteration 64Q: 3 clusters Score -1.749221e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135378 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -17492196.000000 Penalty: 3846.099854
	Iteration 65Q: 3 clusters Score -1.74922e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135437 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -17492186.000000 Penalty: 3846.099854
	Iteration 66Q: 3 clusters Score -1.749219e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135486 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -17492164.000000 Penalty: 3846.099854
	Iteration 67Q: 3 clusters Score -1.749216e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135523 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -17492146.000000 Penalty: 3846.099854
	Iteration 68Q: 3 clusters Score -1.749215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135538 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -17492148.000000 Penalty: 3846.099854
	Iteration 69Q: 3 clusters Score -1.749215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135553 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -17492104.000000 Penalty: 3846.099854
	Iteration 70Q: 3 clusters Score -1.74921e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135559 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -17492090.000000 Penalty: 3846.099854
	Iteration 71Q: 3 clusters Score -1.749209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135575 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -17492088.000000 Penalty: 3846.099854
	Iteration 72Q: 3 clusters Score -1.749209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135592 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -17492072.000000 Penalty: 3846.099854
	Iteration 73Q: 3 clusters Score -1.749207e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135603 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -17492064.000000 Penalty: 3846.099854
	Iteration 74Q: 3 clusters Score -1.749206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135611 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -17492062.000000 Penalty: 3846.099854
	Iteration 75Q: 3 clusters Score -1.749206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135616 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -17492042.000000 Penalty: 3846.099854
	Iteration 76Q: 3 clusters Score -1.749204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135622 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -17492028.000000 Penalty: 3846.099854
	Iteration 77Q: 3 clusters Score -1.749203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135625 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -17492038.000000 Penalty: 3846.099854
	Iteration 78Q: 3 clusters Score -1.749204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135633 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -17492044.000000 Penalty: 3846.099854
	Iteration 79Q: 3 clusters Score -1.749204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135642 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -17492022.000000 Penalty: 3846.099854
	Iteration 80F: 3 clusters Score -1.749202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135647 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -17492022.000000 Penalty: 3846.099854
	Iteration 81Q: 3 clusters Score -1.749202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135651 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -17492020.000000 Penalty: 3846.099854
	Iteration 82Q: 3 clusters Score -1.749202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135656 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -17492020.000000 Penalty: 3846.099854
	Iteration 83Q: 3 clusters Score -1.749202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135660 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -17492018.000000 Penalty: 3846.099854
	Iteration 84Q: 3 clusters Score -1.749202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135660 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -17492022.000000 Penalty: 3846.099854
	Iteration 85Q: 3 clusters Score -1.749202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135660 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -17492022.000000 Penalty: 3846.099854
	Iteration 86F: 3 clusters Score -1.749202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 135660 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 32448 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 26245 members 
Mstep: Class 7 contains 18012 members 
Mstep: Class 8 contains 102716 members 
Mstep: Class 9 contains 19244 members 
Mstep: Class 10 contains 32750 members 
Mstep: Class 11 contains 42931 members 
Mstep: Class 12 contains 19550 members 
Mstep: Class 13 contains 26011 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7115 members 
Mstep: Class 17 contains 14235 members 
Mstep: Class 18 contains 55385 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 6530 members 
Mstep: Class 21 contains 6128 members 
Mstep: Class 22 contains 27244 members 
Mstep: Class 23 contains 21255 members 
Mstep: Class 24 contains 119496 members 
Mstep: Class 25 contains 5290 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 4195 members 
Mstep: Class 29 contains 947 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26200 members 
Mstep: Class 32 contains 93827 members 
Mstep: Class 33 contains 3465 members 
Mstep: Class 34 contains 2222 members 
Entering Unmasked Estep 
Score: -108939200.000000 Penalty: 75654.937500
Splitting cluster 2 changes total score from -108938776.000000 to -108939200.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 3 (9715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Entering Unmasked Estep 
Score: -1073291.250000 Penalty: 1491.981689
	Iteration 0F: 2 clusters Score -1073291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1066328.875000 Penalty: 2983.963379
	Iteration 0F: 3 clusters Score -1066329 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1069114.250000 Penalty: 2983.963379
	Iteration 1F: 3 clusters Score -1069114 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1070025.250000 Penalty: 2983.963379
	Iteration 2F: 3 clusters Score -1070025 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1071007.125000 Penalty: 2983.963379
	Iteration 3F: 3 clusters Score -1071007 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1071672.375000 Penalty: 2983.963379
	Iteration 4F: 3 clusters Score -1071672 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1072089.250000 Penalty: 2983.963379
	Iteration 5F: 3 clusters Score -1072089 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1072402.500000 Penalty: 2983.963379
	Iteration 6Q: 3 clusters Score -1072402 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1072647.750000 Penalty: 2983.963379
	Iteration 7Q: 3 clusters Score -1072648 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1072797.875000 Penalty: 2983.963379
	Iteration 8Q: 3 clusters Score -1072798 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1072923.375000 Penalty: 2983.963379
	Iteration 9Q: 3 clusters Score -1072923 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1073020.125000 Penalty: 2983.963379
	Iteration 10Q: 3 clusters Score -1073020 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1073112.125000 Penalty: 2983.963379
	Iteration 11Q: 3 clusters Score -1073112 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1073192.125000 Penalty: 2983.963379
	Iteration 12Q: 3 clusters Score -1073192 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1073248.125000 Penalty: 2983.963379
	Iteration 13Q: 3 clusters Score -1073248 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1073295.250000 Penalty: 2983.963379
	Iteration 14Q: 3 clusters Score -1073295 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1073332.250000 Penalty: 2983.963379
	Iteration 15Q: 3 clusters Score -1073332 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1073368.625000 Penalty: 2983.963379
	Iteration 16Q: 3 clusters Score -1073369 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1073395.375000 Penalty: 2983.963379
	Iteration 17Q: 3 clusters Score -1073395 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1073419.250000 Penalty: 2983.963379
	Iteration 18Q: 3 clusters Score -1073419 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1073441.250000 Penalty: 2983.963379
	Iteration 19Q: 3 clusters Score -1073441 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1073466.375000 Penalty: 2983.963379
	Iteration 20F: 3 clusters Score -1073466 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1073495.500000 Penalty: 2983.963379
	Iteration 21Q: 3 clusters Score -1073496 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1073522.500000 Penalty: 2983.963379
	Iteration 22Q: 3 clusters Score -1073522 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1073536.125000 Penalty: 2983.963379
	Iteration 23Q: 3 clusters Score -1073536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1073550.250000 Penalty: 2983.963379
	Iteration 24Q: 3 clusters Score -1073550 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1073557.500000 Penalty: 2983.963379
	Iteration 25Q: 3 clusters Score -1073558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1073566.500000 Penalty: 2983.963379
	Iteration 26Q: 3 clusters Score -1073566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1073572.125000 Penalty: 2983.963379
	Iteration 27Q: 3 clusters Score -1073572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1073575.875000 Penalty: 2983.963379
	Iteration 28Q: 3 clusters Score -1073576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1073579.500000 Penalty: 2983.963379
	Iteration 29Q: 3 clusters Score -1073580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1073586.875000 Penalty: 2983.963379
	Iteration 30Q: 3 clusters Score -1073587 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1073590.875000 Penalty: 2983.963379
	Iteration 31Q: 3 clusters Score -1073591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1073597.250000 Penalty: 2983.963379
	Iteration 32Q: 3 clusters Score -1073597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1073599.750000 Penalty: 2983.963379
	Iteration 33Q: 3 clusters Score -1073600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1073602.125000 Penalty: 2983.963379
	Iteration 34Q: 3 clusters Score -1073602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1073605.875000 Penalty: 2983.963379
	Iteration 35Q: 3 clusters Score -1073606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1073607.375000 Penalty: 2983.963379
	Iteration 36Q: 3 clusters Score -1073607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1073605.125000 Penalty: 2983.963379
	Iteration 37Q: 3 clusters Score -1073605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1073608.375000 Penalty: 2983.963379
	Iteration 38Q: 3 clusters Score -1073608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1073607.250000 Penalty: 2983.963379
	Iteration 39Q: 3 clusters Score -1073607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1073610.125000 Penalty: 2983.963379
	Iteration 40F: 3 clusters Score -1073610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1073611.375000 Penalty: 2983.963379
	Iteration 41Q: 3 clusters Score -1073611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1073611.125000 Penalty: 2983.963379
	Iteration 42Q: 3 clusters Score -1073611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1073611.000000 Penalty: 2983.963379
	Iteration 43Q: 3 clusters Score -1073611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1073612.625000 Penalty: 2983.963379
	Iteration 44Q: 3 clusters Score -1073613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1073609.750000 Penalty: 2983.963379
	Iteration 45Q: 3 clusters Score -1073610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1073612.125000 Penalty: 2983.963379
	Iteration 46Q: 3 clusters Score -1073612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1073611.500000 Penalty: 2983.963379
	Iteration 47Q: 3 clusters Score -1073612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1073614.875000 Penalty: 2983.963379
	Iteration 48Q: 3 clusters Score -1073615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1073614.125000 Penalty: 2983.963379
	Iteration 49Q: 3 clusters Score -1073614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1073614.875000 Penalty: 2983.963379
	Iteration 50Q: 3 clusters Score -1073615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1073613.625000 Penalty: 2983.963379
	Iteration 51Q: 3 clusters Score -1073614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1073613.625000 Penalty: 2983.963379
	Iteration 52F: 3 clusters Score -1073614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 135660 members 
Mstep: Class 3 contains 4735 members 
Mstep: Class 4 contains 32448 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 26245 members 
Mstep: Class 7 contains 18012 members 
Mstep: Class 8 contains 102716 members 
Mstep: Class 9 contains 19244 members 
Mstep: Class 10 contains 32750 members 
Mstep: Class 11 contains 42931 members 
Mstep: Class 12 contains 19550 members 
Mstep: Class 13 contains 26011 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7115 members 
Mstep: Class 17 contains 14235 members 
Mstep: Class 18 contains 55385 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 6530 members 
Mstep: Class 21 contains 6128 members 
Mstep: Class 22 contains 27244 members 
Mstep: Class 23 contains 21255 members 
Mstep: Class 24 contains 119496 members 
Mstep: Class 25 contains 5290 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 4195 members 
Mstep: Class 29 contains 947 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26200 members 
Mstep: Class 32 contains 93827 members 
Mstep: Class 33 contains 3465 members 
Mstep: Class 34 contains 2222 members 
Mstep: Class 35 contains 4980 members 
Entering Unmasked Estep 
Score: -108938464.000000 Penalty: 77880.085938
Splitting cluster 3 changes total score from -108938776.000000 to -108938464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (32448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Entering Unmasked Estep 
Score: -3862467.000000 Penalty: 1687.951538
	Iteration 0F: 2 clusters Score -3862467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3840761.000000 Penalty: 3375.903076
	Iteration 0F: 3 clusters Score -3840761 nChanged 14983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3849319.500000 Penalty: 3375.903076
	Iteration 1F: 3 clusters Score -3849320 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -3849866.750000 Penalty: 3375.903076
	Iteration 2Q: 3 clusters Score -3849867 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -3850450.000000 Penalty: 3375.903076
	Iteration 3Q: 3 clusters Score -3850450 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -3851056.750000 Penalty: 3375.903076
	Iteration 4Q: 3 clusters Score -3851057 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -3851699.000000 Penalty: 3375.903076
	Iteration 5Q: 3 clusters Score -3851699 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3852469.250000 Penalty: 3375.903076
	Iteration 6F: 3 clusters Score -3852469 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3853364.250000 Penalty: 3375.903076
	Iteration 7F: 3 clusters Score -3853364 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3854331.750000 Penalty: 3375.903076
	Iteration 8F: 3 clusters Score -3854332 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3855410.500000 Penalty: 3375.903076
	Iteration 9F: 3 clusters Score -3855410 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3856559.250000 Penalty: 3375.903076
	Iteration 10F: 3 clusters Score -3856559 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -3857719.000000 Penalty: 3375.903076
	Iteration 11Q: 3 clusters Score -3857719 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -3858786.500000 Penalty: 3375.903076
	Iteration 12Q: 3 clusters Score -3858786 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -3859596.500000 Penalty: 3375.903076
	Iteration 13Q: 3 clusters Score -3859596 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -3860147.000000 Penalty: 3375.903076
	Iteration 14Q: 3 clusters Score -3860147 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -3860550.250000 Penalty: 3375.903076
	Iteration 15Q: 3 clusters Score -3860550 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -3860822.750000 Penalty: 3375.903076
	Iteration 16Q: 3 clusters Score -3860823 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -3861004.000000 Penalty: 3375.903076
	Iteration 17Q: 3 clusters Score -3861004 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -3861095.500000 Penalty: 3375.903076
	Iteration 18Q: 3 clusters Score -3861096 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -3861162.750000 Penalty: 3375.903076
	Iteration 19Q: 3 clusters Score -3861163 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -3861209.500000 Penalty: 3375.903076
	Iteration 20F: 3 clusters Score -3861210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -3861251.500000 Penalty: 3375.903076
	Iteration 21Q: 3 clusters Score -3861252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -3861266.000000 Penalty: 3375.903076
	Iteration 22Q: 3 clusters Score -3861266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -3861280.000000 Penalty: 3375.903076
	Iteration 23Q: 3 clusters Score -3861280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -3861283.250000 Penalty: 3375.903076
	Iteration 24Q: 3 clusters Score -3861283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -3861282.500000 Penalty: 3375.903076
	Iteration 25Q: 3 clusters Score -3861282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -3861288.250000 Penalty: 3375.903076
	Iteration 26Q: 3 clusters Score -3861288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -3861292.750000 Penalty: 3375.903076
	Iteration 27Q: 3 clusters Score -3861293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -3861295.000000 Penalty: 3375.903076
	Iteration 28Q: 3 clusters Score -3861295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -3861302.500000 Penalty: 3375.903076
	Iteration 29Q: 3 clusters Score -3861302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -3861304.750000 Penalty: 3375.903076
	Iteration 30Q: 3 clusters Score -3861305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -3861301.500000 Penalty: 3375.903076
	Iteration 31Q: 3 clusters Score -3861302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -3861308.000000 Penalty: 3375.903076
	Iteration 32Q: 3 clusters Score -3861308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -3861313.250000 Penalty: 3375.903076
	Iteration 33Q: 3 clusters Score -3861313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -3861310.000000 Penalty: 3375.903076
	Iteration 34Q: 3 clusters Score -3861310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -3861309.750000 Penalty: 3375.903076
	Iteration 35Q: 3 clusters Score -3861310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -3861312.250000 Penalty: 3375.903076
	Iteration 36Q: 3 clusters Score -3861312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -3861314.500000 Penalty: 3375.903076
	Iteration 37Q: 3 clusters Score -3861314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -3861317.250000 Penalty: 3375.903076
	Iteration 38Q: 3 clusters Score -3861317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -3861317.250000 Penalty: 3375.903076
	Iteration 39F: 3 clusters Score -3861317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -11970.595703 Penalty: 837.409912
	Iteration 0F: 2 clusters Score -11970.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11510.681641 Penalty: 1674.819824
	Iteration 0F: 3 clusters Score -11510.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11751.792969 Penalty: 1674.819824
	Iteration 1F: 3 clusters Score -11751.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11812.825195 Penalty: 1674.819824
	Iteration 2F: 3 clusters Score -11812.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11815.312500 Penalty: 1674.819824
	Iteration 3Q: 3 clusters Score -11815.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11817.022461 Penalty: 1674.819824
	Iteration 4Q: 3 clusters Score -11817.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11843.424805 Penalty: 1674.819824
	Iteration 5Q: 3 clusters Score -11843.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11843.424805 Penalty: 1674.819824
	Iteration 6F: 3 clusters Score -11843.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Entering Unmasked Estep 
Score: -3117358.250000 Penalty: 1653.474976
	Iteration 0F: 2 clusters Score -3117358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3099662.250000 Penalty: 3306.949951
	Iteration 0F: 3 clusters Score -3099662 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -3106272.250000 Penalty: 3306.949951
	Iteration 1F: 3 clusters Score -3106272 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3106658.500000 Penalty: 3306.949951
	Iteration 2Q: 3 clusters Score -3106658 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3107040.750000 Penalty: 3306.949951
	Iteration 3Q: 3 clusters Score -3107041 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3107470.750000 Penalty: 3306.949951
	Iteration 4Q: 3 clusters Score -3107471 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3108050.750000 Penalty: 3306.949951
	Iteration 5Q: 3 clusters Score -3108051 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3108685.500000 Penalty: 3306.949951
	Iteration 6Q: 3 clusters Score -3108686 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3109487.250000 Penalty: 3306.949951
	Iteration 7F: 3 clusters Score -3109487 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -3110534.500000 Penalty: 3306.949951
	Iteration 8F: 3 clusters Score -3110534 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3111649.750000 Penalty: 3306.949951
	Iteration 9F: 3 clusters Score -3111650 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -3112523.750000 Penalty: 3306.949951
	Iteration 10Q: 3 clusters Score -3112524 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3113153.250000 Penalty: 3306.949951
	Iteration 11Q: 3 clusters Score -3113153 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3113519.250000 Penalty: 3306.949951
	Iteration 12Q: 3 clusters Score -3113519 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3113772.250000 Penalty: 3306.949951
	Iteration 13Q: 3 clusters Score -3113772 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3113981.500000 Penalty: 3306.949951
	Iteration 14Q: 3 clusters Score -3113982 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -3114095.750000 Penalty: 3306.949951
	Iteration 15Q: 3 clusters Score -3114096 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -3114243.500000 Penalty: 3306.949951
	Iteration 16Q: 3 clusters Score -3114244 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -3114348.000000 Penalty: 3306.949951
	Iteration 17Q: 3 clusters Score -3114348 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3114470.250000 Penalty: 3306.949951
	Iteration 18Q: 3 clusters Score -3114470 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3114580.750000 Penalty: 3306.949951
	Iteration 19Q: 3 clusters Score -3114581 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3114681.000000 Penalty: 3306.949951
	Iteration 20F: 3 clusters Score -3114681 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -3114787.250000 Penalty: 3306.949951
	Iteration 21Q: 3 clusters Score -3114787 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3114906.250000 Penalty: 3306.949951
	Iteration 22Q: 3 clusters Score -3114906 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3115028.750000 Penalty: 3306.949951
	Iteration 23Q: 3 clusters Score -3115029 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -3115131.250000 Penalty: 3306.949951
	Iteration 24Q: 3 clusters Score -3115131 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -3115217.500000 Penalty: 3306.949951
	Iteration 25Q: 3 clusters Score -3115218 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3115303.250000 Penalty: 3306.949951
	Iteration 26Q: 3 clusters Score -3115303 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -3115385.000000 Penalty: 3306.949951
	Iteration 27Q: 3 clusters Score -3115385 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3115448.750000 Penalty: 3306.949951
	Iteration 28Q: 3 clusters Score -3115449 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3115516.000000 Penalty: 3306.949951
	Iteration 29Q: 3 clusters Score -3115516 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -3115591.000000 Penalty: 3306.949951
	Iteration 30Q: 3 clusters Score -3115591 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3115655.000000 Penalty: 3306.949951
	Iteration 31Q: 3 clusters Score -3115655 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3115694.000000 Penalty: 3306.949951
	Iteration 32Q: 3 clusters Score -3115694 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -3115742.250000 Penalty: 3306.949951
	Iteration 33Q: 3 clusters Score -3115742 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3115781.500000 Penalty: 3306.949951
	Iteration 34Q: 3 clusters Score -3115782 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -3115799.250000 Penalty: 3306.949951
	Iteration 35Q: 3 clusters Score -3115799 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3115814.750000 Penalty: 3306.949951
	Iteration 36Q: 3 clusters Score -3115815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3115834.500000 Penalty: 3306.949951
	Iteration 37Q: 3 clusters Score -3115834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3115856.250000 Penalty: 3306.949951
	Iteration 38Q: 3 clusters Score -3115856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3115867.750000 Penalty: 3306.949951
	Iteration 39Q: 3 clusters Score -3115868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -3115883.750000 Penalty: 3306.949951
	Iteration 40F: 3 clusters Score -3115884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -3115892.750000 Penalty: 3306.949951
	Iteration 41Q: 3 clusters Score -3115893 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3115914.250000 Penalty: 3306.949951
	Iteration 42Q: 3 clusters Score -3115914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3115923.750000 Penalty: 3306.949951
	Iteration 43Q: 3 clusters Score -3115924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3115934.500000 Penalty: 3306.949951
	Iteration 44Q: 3 clusters Score -3115934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3115940.250000 Penalty: 3306.949951
	Iteration 45Q: 3 clusters Score -3115940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3115949.000000 Penalty: 3306.949951
	Iteration 46Q: 3 clusters Score -3115949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3115961.500000 Penalty: 3306.949951
	Iteration 47Q: 3 clusters Score -3115962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3115973.000000 Penalty: 3306.949951
	Iteration 48Q: 3 clusters Score -3115973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -3115978.250000 Penalty: 3306.949951
	Iteration 49Q: 3 clusters Score -3115978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -3115985.000000 Penalty: 3306.949951
	Iteration 50Q: 3 clusters Score -3115985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3115990.750000 Penalty: 3306.949951
	Iteration 51Q: 3 clusters Score -3115991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3115995.250000 Penalty: 3306.949951
	Iteration 52Q: 3 clusters Score -3115995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3116002.500000 Penalty: 3306.949951
	Iteration 53Q: 3 clusters Score -3116002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3116006.000000 Penalty: 3306.949951
	Iteration 54Q: 3 clusters Score -3116006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3116009.000000 Penalty: 3306.949951
	Iteration 55Q: 3 clusters Score -3116009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3116009.750000 Penalty: 3306.949951
	Iteration 56Q: 3 clusters Score -3116010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3116009.250000 Penalty: 3306.949951
	Iteration 57Q: 3 clusters Score -3116009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -3116010.250000 Penalty: 3306.949951
	Iteration 58Q: 3 clusters Score -3116010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3116014.250000 Penalty: 3306.949951
	Iteration 59Q: 3 clusters Score -3116014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3116014.250000 Penalty: 3306.949951
	Iteration 60F: 3 clusters Score -3116014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Entering Unmasked Estep 
Score: -2264107.500000 Penalty: 1592.303955
	Iteration 0F: 2 clusters Score -2264108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2251733.500000 Penalty: 3184.607910
	Iteration 0F: 3 clusters Score -2251734 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2256102.250000 Penalty: 3184.607910
	Iteration 1F: 3 clusters Score -2256102 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2256421.000000 Penalty: 3184.607910
	Iteration 2F: 3 clusters Score -2256421 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2256681.500000 Penalty: 3184.607910
	Iteration 3Q: 3 clusters Score -2256682 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2256912.000000 Penalty: 3184.607910
	Iteration 4Q: 3 clusters Score -2256912 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2257181.500000 Penalty: 3184.607910
	Iteration 5Q: 3 clusters Score -2257182 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2257574.500000 Penalty: 3184.607910
	Iteration 6Q: 3 clusters Score -2257574 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2258089.250000 Penalty: 3184.607910
	Iteration 7F: 3 clusters Score -2258089 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2258815.250000 Penalty: 3184.607910
	Iteration 8F: 3 clusters Score -2258815 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2259726.500000 Penalty: 3184.607910
	Iteration 9F: 3 clusters Score -2259726 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2260654.250000 Penalty: 3184.607910
	Iteration 10F: 3 clusters Score -2260654 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2261408.250000 Penalty: 3184.607910
	Iteration 11Q: 3 clusters Score -2261408 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2261956.750000 Penalty: 3184.607910
	Iteration 12Q: 3 clusters Score -2261957 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2262282.500000 Penalty: 3184.607910
	Iteration 13Q: 3 clusters Score -2262282 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2262463.000000 Penalty: 3184.607910
	Iteration 14Q: 3 clusters Score -2262463 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2262555.500000 Penalty: 3184.607910
	Iteration 15Q: 3 clusters Score -2262556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2262616.000000 Penalty: 3184.607910
	Iteration 16Q: 3 clusters Score -2262616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2262647.000000 Penalty: 3184.607910
	Iteration 17Q: 3 clusters Score -2262647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2262665.500000 Penalty: 3184.607910
	Iteration 18Q: 3 clusters Score -2262666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2262678.500000 Penalty: 3184.607910
	Iteration 19Q: 3 clusters Score -2262678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2262692.000000 Penalty: 3184.607910
	Iteration 20F: 3 clusters Score -2262692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2262701.250000 Penalty: 3184.607910
	Iteration 21Q: 3 clusters Score -2262701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2262718.750000 Penalty: 3184.607910
	Iteration 22Q: 3 clusters Score -2262719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2262726.500000 Penalty: 3184.607910
	Iteration 23Q: 3 clusters Score -2262726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2262733.750000 Penalty: 3184.607910
	Iteration 24Q: 3 clusters Score -2262734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2262738.500000 Penalty: 3184.607910
	Iteration 25Q: 3 clusters Score -2262738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2262739.000000 Penalty: 3184.607910
	Iteration 26Q: 3 clusters Score -2262739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2262739.000000 Penalty: 3184.607910
	Iteration 27F: 3 clusters Score -2262739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (102716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102716 members 
Entering Unmasked Estep 
Score: -13131640.000000 Penalty: 1875.205078
	Iteration 0F: 2 clusters Score -1.313164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -13064944.000000 Penalty: 3750.410156
	Iteration 0F: 3 clusters Score -1.306494e+07 nChanged 48736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -13093800.000000 Penalty: 3750.410156
	Iteration 1F: 3 clusters Score -1.30938e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -13095218.000000 Penalty: 3750.410156
	Iteration 2Q: 3 clusters Score -1.309522e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -13096784.000000 Penalty: 3750.410156
	Iteration 3Q: 3 clusters Score -1.309678e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -13099146.000000 Penalty: 3750.410156
	Iteration 4Q: 3 clusters Score -1.309915e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -13102697.000000 Penalty: 3750.410156
	Iteration 5F: 3 clusters Score -1.31027e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -13107335.000000 Penalty: 3750.410156
	Iteration 6F: 3 clusters Score -1.310734e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -13111960.000000 Penalty: 3750.410156
	Iteration 7F: 3 clusters Score -1.311196e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -13115994.000000 Penalty: 3750.410156
	Iteration 8F: 3 clusters Score -1.311599e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -13118398.000000 Penalty: 3750.410156
	Iteration 9Q: 3 clusters Score -1.31184e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -13119596.000000 Penalty: 3750.410156
	Iteration 10Q: 3 clusters Score -1.31196e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -13120352.000000 Penalty: 3750.410156
	Iteration 11Q: 3 clusters Score -1.312035e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -13120969.000000 Penalty: 3750.410156
	Iteration 12Q: 3 clusters Score -1.312097e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -13121473.000000 Penalty: 3750.410156
	Iteration 13Q: 3 clusters Score -1.312147e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -13121856.000000 Penalty: 3750.410156
	Iteration 14Q: 3 clusters Score -1.312186e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -13122093.000000 Penalty: 3750.410156
	Iteration 15Q: 3 clusters Score -1.312209e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74396 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -13122380.000000 Penalty: 3750.410156
	Iteration 16Q: 3 clusters Score -1.312238e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -13122686.000000 Penalty: 3750.410156
	Iteration 17Q: 3 clusters Score -1.312269e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76893 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -13123004.000000 Penalty: 3750.410156
	Iteration 18Q: 3 clusters Score -1.3123e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -13123278.000000 Penalty: 3750.410156
	Iteration 19Q: 3 clusters Score -1.312328e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79401 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -13123551.000000 Penalty: 3750.410156
	Iteration 20F: 3 clusters Score -1.312355e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -13123842.000000 Penalty: 3750.410156
	Iteration 21Q: 3 clusters Score -1.312384e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -13124065.000000 Penalty: 3750.410156
	Iteration 22Q: 3 clusters Score -1.312406e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -13124383.000000 Penalty: 3750.410156
	Iteration 23Q: 3 clusters Score -1.312438e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84547 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -13124649.000000 Penalty: 3750.410156
	Iteration 24Q: 3 clusters Score -1.312465e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85811 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -13124932.000000 Penalty: 3750.410156
	Iteration 25Q: 3 clusters Score -1.312493e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -13125279.000000 Penalty: 3750.410156
	Iteration 26Q: 3 clusters Score -1.312528e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -13125632.000000 Penalty: 3750.410156
	Iteration 27Q: 3 clusters Score -1.312563e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89621 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -13125915.000000 Penalty: 3750.410156
	Iteration 28Q: 3 clusters Score -1.312592e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90740 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -13126224.000000 Penalty: 3750.410156
	Iteration 29Q: 3 clusters Score -1.312622e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91803 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -13126528.000000 Penalty: 3750.410156
	Iteration 30Q: 3 clusters Score -1.312653e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92861 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -13126861.000000 Penalty: 3750.410156
	Iteration 31Q: 3 clusters Score -1.312686e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -13127221.000000 Penalty: 3750.410156
	Iteration 32Q: 3 clusters Score -1.312722e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94857 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -13127615.000000 Penalty: 3750.410156
	Iteration 33Q: 3 clusters Score -1.312762e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95694 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -13127928.000000 Penalty: 3750.410156
	Iteration 34Q: 3 clusters Score -1.312793e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96505 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -13128250.000000 Penalty: 3750.410156
	Iteration 35Q: 3 clusters Score -1.312825e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97230 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -13128556.000000 Penalty: 3750.410156
	Iteration 36Q: 3 clusters Score -1.312856e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97914 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -13128807.000000 Penalty: 3750.410156
	Iteration 37Q: 3 clusters Score -1.312881e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98541 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -13129042.000000 Penalty: 3750.410156
	Iteration 38Q: 3 clusters Score -1.312904e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99049 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -13129236.000000 Penalty: 3750.410156
	Iteration 39Q: 3 clusters Score -1.312924e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99490 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -13129404.000000 Penalty: 3750.410156
	Iteration 40F: 3 clusters Score -1.31294e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99856 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -13129555.000000 Penalty: 3750.410156
	Iteration 41Q: 3 clusters Score -1.312956e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100154 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -13129642.000000 Penalty: 3750.410156
	Iteration 42Q: 3 clusters Score -1.312964e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100397 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -13129754.000000 Penalty: 3750.410156
	Iteration 43Q: 3 clusters Score -1.312975e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100600 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -13129822.000000 Penalty: 3750.410156
	Iteration 44Q: 3 clusters Score -1.312982e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100761 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -13129890.000000 Penalty: 3750.410156
	Iteration 45Q: 3 clusters Score -1.312989e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100910 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -13129965.000000 Penalty: 3750.410156
	Iteration 46Q: 3 clusters Score -1.312996e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -13130011.000000 Penalty: 3750.410156
	Iteration 47Q: 3 clusters Score -1.313001e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101142 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -13130016.000000 Penalty: 3750.410156
	Iteration 48Q: 3 clusters Score -1.313002e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101235 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -13130032.000000 Penalty: 3750.410156
	Iteration 49Q: 3 clusters Score -1.313003e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101328 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -13130051.000000 Penalty: 3750.410156
	Iteration 50Q: 3 clusters Score -1.313005e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101406 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -13130093.000000 Penalty: 3750.410156
	Iteration 51Q: 3 clusters Score -1.313009e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101464 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -13130115.000000 Penalty: 3750.410156
	Iteration 52Q: 3 clusters Score -1.313012e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101512 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -13130119.000000 Penalty: 3750.410156
	Iteration 53Q: 3 clusters Score -1.313012e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101563 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13130143.000000 Penalty: 3750.410156
	Iteration 54Q: 3 clusters Score -1.313014e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101604 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -13130171.000000 Penalty: 3750.410156
	Iteration 55Q: 3 clusters Score -1.313017e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -13130215.000000 Penalty: 3750.410156
	Iteration 56Q: 3 clusters Score -1.313022e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101666 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -13130218.000000 Penalty: 3750.410156
	Iteration 57Q: 3 clusters Score -1.313022e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101692 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -13130226.000000 Penalty: 3750.410156
	Iteration 58Q: 3 clusters Score -1.313023e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101717 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -13130215.000000 Penalty: 3750.410156
	Iteration 59Q: 3 clusters Score -1.313022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101736 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -13130241.000000 Penalty: 3750.410156
	Iteration 60F: 3 clusters Score -1.313024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101752 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -13130241.000000 Penalty: 3750.410156
	Iteration 61Q: 3 clusters Score -1.313024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101773 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -13130238.000000 Penalty: 3750.410156
	Iteration 62Q: 3 clusters Score -1.313024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101785 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -13130242.000000 Penalty: 3750.410156
	Iteration 63Q: 3 clusters Score -1.313024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101790 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -13130237.000000 Penalty: 3750.410156
	Iteration 64Q: 3 clusters Score -1.313024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101798 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -13130246.000000 Penalty: 3750.410156
	Iteration 65Q: 3 clusters Score -1.313025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13130240.000000 Penalty: 3750.410156
	Iteration 66Q: 3 clusters Score -1.313024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -13130243.000000 Penalty: 3750.410156
	Iteration 67Q: 3 clusters Score -1.313024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101818 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -13130233.000000 Penalty: 3750.410156
	Iteration 68Q: 3 clusters Score -1.313023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101823 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -13130244.000000 Penalty: 3750.410156
	Iteration 69Q: 3 clusters Score -1.313024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101826 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -13130241.000000 Penalty: 3750.410156
	Iteration 70Q: 3 clusters Score -1.313024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101828 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -13130233.000000 Penalty: 3750.410156
	Iteration 71Q: 3 clusters Score -1.313023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -13130233.000000 Penalty: 3750.410156
	Iteration 72Q: 3 clusters Score -1.313023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101831 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -13130236.000000 Penalty: 3750.410156
	Iteration 73Q: 3 clusters Score -1.313024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -13130246.000000 Penalty: 3750.410156
	Iteration 74Q: 3 clusters Score -1.313025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -13130246.000000 Penalty: 3750.410156
	Iteration 75F: 3 clusters Score -1.313025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Entering Unmasked Estep 
Score: -2344880.000000 Penalty: 1603.055176
	Iteration 0F: 2 clusters Score -2344880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2331597.500000 Penalty: 3206.110352
	Iteration 0F: 3 clusters Score -2331598 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2336555.750000 Penalty: 3206.110352
	Iteration 1F: 3 clusters Score -2336556 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2336913.500000 Penalty: 3206.110352
	Iteration 2F: 3 clusters Score -2336914 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2337233.250000 Penalty: 3206.110352
	Iteration 3Q: 3 clusters Score -2337233 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2337553.000000 Penalty: 3206.110352
	Iteration 4Q: 3 clusters Score -2337553 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2337923.000000 Penalty: 3206.110352
	Iteration 5Q: 3 clusters Score -2337923 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2338338.250000 Penalty: 3206.110352
	Iteration 6Q: 3 clusters Score -2338338 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2338859.000000 Penalty: 3206.110352
	Iteration 7Q: 3 clusters Score -2338859 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2339519.500000 Penalty: 3206.110352
	Iteration 8F: 3 clusters Score -2339520 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2340264.750000 Penalty: 3206.110352
	Iteration 9F: 3 clusters Score -2340265 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2341015.750000 Penalty: 3206.110352
	Iteration 10F: 3 clusters Score -2341016 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2341678.250000 Penalty: 3206.110352
	Iteration 11Q: 3 clusters Score -2341678 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2342177.750000 Penalty: 3206.110352
	Iteration 12Q: 3 clusters Score -2342178 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2342528.000000 Penalty: 3206.110352
	Iteration 13Q: 3 clusters Score -2342528 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2342800.000000 Penalty: 3206.110352
	Iteration 14Q: 3 clusters Score -2342800 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2342981.750000 Penalty: 3206.110352
	Iteration 15Q: 3 clusters Score -2342982 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2343122.000000 Penalty: 3206.110352
	Iteration 16Q: 3 clusters Score -2343122 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2343203.000000 Penalty: 3206.110352
	Iteration 17Q: 3 clusters Score -2343203 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2343271.000000 Penalty: 3206.110352
	Iteration 18Q: 3 clusters Score -2343271 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2343329.500000 Penalty: 3206.110352
	Iteration 19Q: 3 clusters Score -2343330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2343382.000000 Penalty: 3206.110352
	Iteration 20F: 3 clusters Score -2343382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2343420.000000 Penalty: 3206.110352
	Iteration 21Q: 3 clusters Score -2343420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2343459.000000 Penalty: 3206.110352
	Iteration 22Q: 3 clusters Score -2343459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2343483.750000 Penalty: 3206.110352
	Iteration 23Q: 3 clusters Score -2343484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2343504.250000 Penalty: 3206.110352
	Iteration 24Q: 3 clusters Score -2343504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2343512.750000 Penalty: 3206.110352
	Iteration 25Q: 3 clusters Score -2343513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2343518.000000 Penalty: 3206.110352
	Iteration 26Q: 3 clusters Score -2343518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2343523.750000 Penalty: 3206.110352
	Iteration 27Q: 3 clusters Score -2343524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2343526.500000 Penalty: 3206.110352
	Iteration 28Q: 3 clusters Score -2343526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2343526.500000 Penalty: 3206.110352
	Iteration 29F: 3 clusters Score -2343526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Entering Unmasked Estep 
Score: -3940915.000000 Penalty: 1689.456909
	Iteration 0F: 2 clusters Score -3940915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3918919.750000 Penalty: 3378.913818
	Iteration 0F: 3 clusters Score -3918920 nChanged 15135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3927529.000000 Penalty: 3378.913818
	Iteration 1F: 3 clusters Score -3927529 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -3928270.250000 Penalty: 3378.913818
	Iteration 2F: 3 clusters Score -3928270 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3929070.750000 Penalty: 3378.913818
	Iteration 3F: 3 clusters Score -3929071 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -3929991.750000 Penalty: 3378.913818
	Iteration 4F: 3 clusters Score -3929992 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3931229.500000 Penalty: 3378.913818
	Iteration 5F: 3 clusters Score -3931230 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3932878.500000 Penalty: 3378.913818
	Iteration 6F: 3 clusters Score -3932878 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3934527.000000 Penalty: 3378.913818
	Iteration 7F: 3 clusters Score -3934527 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3935986.750000 Penalty: 3378.913818
	Iteration 8F: 3 clusters Score -3935987 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -3937118.750000 Penalty: 3378.913818
	Iteration 9Q: 3 clusters Score -3937119 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -3938014.500000 Penalty: 3378.913818
	Iteration 10Q: 3 clusters Score -3938014 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3938670.500000 Penalty: 3378.913818
	Iteration 11Q: 3 clusters Score -3938670 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -3939068.500000 Penalty: 3378.913818
	Iteration 12Q: 3 clusters Score -3939068 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -3939319.500000 Penalty: 3378.913818
	Iteration 13Q: 3 clusters Score -3939320 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3939437.250000 Penalty: 3378.913818
	Iteration 14Q: 3 clusters Score -3939437 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -3939554.750000 Penalty: 3378.913818
	Iteration 15Q: 3 clusters Score -3939555 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -3939617.750000 Penalty: 3378.913818
	Iteration 16Q: 3 clusters Score -3939618 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -3939696.000000 Penalty: 3378.913818
	Iteration 17Q: 3 clusters Score -3939696 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -3939728.000000 Penalty: 3378.913818
	Iteration 18Q: 3 clusters Score -3939728 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -3939787.000000 Penalty: 3378.913818
	Iteration 19Q: 3 clusters Score -3939787 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3939813.500000 Penalty: 3378.913818
	Iteration 20F: 3 clusters Score -3939814 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -3939834.000000 Penalty: 3378.913818
	Iteration 21Q: 3 clusters Score -3939834 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3939849.250000 Penalty: 3378.913818
	Iteration 22Q: 3 clusters Score -3939849 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3939862.750000 Penalty: 3378.913818
	Iteration 23Q: 3 clusters Score -3939863 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -3939899.250000 Penalty: 3378.913818
	Iteration 24Q: 3 clusters Score -3939899 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3939937.750000 Penalty: 3378.913818
	Iteration 25Q: 3 clusters Score -3939938 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -3939959.000000 Penalty: 3378.913818
	Iteration 26Q: 3 clusters Score -3939959 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3939965.000000 Penalty: 3378.913818
	Iteration 27Q: 3 clusters Score -3939965 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3939967.250000 Penalty: 3378.913818
	Iteration 28Q: 3 clusters Score -3939967 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -3939982.250000 Penalty: 3378.913818
	Iteration 29Q: 3 clusters Score -3939982 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3940000.250000 Penalty: 3378.913818
	Iteration 30Q: 3 clusters Score -3940000 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3940015.250000 Penalty: 3378.913818
	Iteration 31Q: 3 clusters Score -3940015 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3940016.500000 Penalty: 3378.913818
	Iteration 32Q: 3 clusters Score -3940016 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -3940023.250000 Penalty: 3378.913818
	Iteration 33Q: 3 clusters Score -3940023 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3940030.500000 Penalty: 3378.913818
	Iteration 34Q: 3 clusters Score -3940030 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -3940033.500000 Penalty: 3378.913818
	Iteration 35Q: 3 clusters Score -3940034 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3940044.750000 Penalty: 3378.913818
	Iteration 36Q: 3 clusters Score -3940045 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -3940057.750000 Penalty: 3378.913818
	Iteration 37Q: 3 clusters Score -3940058 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3940057.250000 Penalty: 3378.913818
	Iteration 38Q: 3 clusters Score -3940057 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -3940066.750000 Penalty: 3378.913818
	Iteration 39Q: 3 clusters Score -3940067 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -3940077.000000 Penalty: 3378.913818
	Iteration 40F: 3 clusters Score -3940077 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3940097.000000 Penalty: 3378.913818
	Iteration 41Q: 3 clusters Score -3940097 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -3940105.250000 Penalty: 3378.913818
	Iteration 42Q: 3 clusters Score -3940105 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -3940125.250000 Penalty: 3378.913818
	Iteration 43Q: 3 clusters Score -3940125 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3940124 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3940140.000000 Penalty: 3378.913818
	Iteration 45Q: 3 clusters Score -3940140 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3940150.750000 Penalty: 3378.913818
	Iteration 46Q: 3 clusters Score -3940151 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3940159.750000 Penalty: 3378.913818
	Iteration 47Q: 3 clusters Score -3940160 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3940163.750000 Penalty: 3378.913818
	Iteration 48Q: 3 clusters Score -3940164 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3940173.250000 Penalty: 3378.913818
	Iteration 49Q: 3 clusters Score -3940173 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3940189.750000 Penalty: 3378.913818
	Iteration 50Q: 3 clusters Score -3940190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3940195.750000 Penalty: 3378.913818
	Iteration 51Q: 3 clusters Score -3940196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3940191.000000 Penalty: 3378.913818
	Iteration 52Q: 3 clusters Score -3940191 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3940191 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3940207.000000 Penalty: 3378.913818
	Iteration 54Q: 3 clusters Score -3940207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3940209.250000 Penalty: 3378.913818
	Iteration 55Q: 3 clusters Score -3940209 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3940208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3940214.750000 Penalty: 3378.913818
	Iteration 57Q: 3 clusters Score -3940215 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3940224.750000 Penalty: 3378.913818
	Iteration 58Q: 3 clusters Score -3940225 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3940235.750000 Penalty: 3378.913818
	Iteration 59Q: 3 clusters Score -3940236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -3940243.000000 Penalty: 3378.913818
	Iteration 60F: 3 clusters Score -3940243 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3940248 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3940247 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3940245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3940243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3940244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3940260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3940262 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3940269 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3940275 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3940272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3940277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3940273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3940276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3940282.250000 Penalty: 3378.913818
	Iteration 74Q: 3 clusters Score -3940282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -3940279.000000 Penalty: 3378.913818
	Iteration 75Q: 3 clusters Score -3940279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3940280 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3940280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -3940283.250000 Penalty: 3378.913818
	Iteration 78Q: 3 clusters Score -3940283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3940282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3940287.000000 Penalty: 3378.913818
	Iteration 80F: 3 clusters Score -3940287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3940294.250000 Penalty: 3378.913818
	Iteration 81Q: 3 clusters Score -3940294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3940296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3940296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3940302.750000 Penalty: 3378.913818
	Iteration 84Q: 3 clusters Score -3940303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3940306.750000 Penalty: 3378.913818
	Iteration 85Q: 3 clusters Score -3940307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3940309.750000 Penalty: 3378.913818
	Iteration 86Q: 3 clusters Score -3940310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3940308.250000 Penalty: 3378.913818
	Iteration 87Q: 3 clusters Score -3940308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3940316.000000 Penalty: 3378.913818
	Iteration 88Q: 3 clusters Score -3940316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -3940309.250000 Penalty: 3378.913818
	Iteration 89Q: 3 clusters Score -3940309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3940319.500000 Penalty: 3378.913818
	Iteration 90Q: 3 clusters Score -3940320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3940324.500000 Penalty: 3378.913818
	Iteration 91Q: 3 clusters Score -3940324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3940324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3940324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3940326.500000 Penalty: 3378.913818
	Iteration 94Q: 3 clusters Score -3940326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
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Entering Unmasked Estep 
Score: -3940335.750000 Penalty: 3378.913818
	Iteration 95Q: 3 clusters Score -3940336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3940339.000000 Penalty: 3378.913818
	Iteration 96Q: 3 clusters Score -3940339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3940333.500000 Penalty: 3378.913818
	Iteration 97Q: 3 clusters Score -3940334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3940332.000000 Penalty: 3378.913818
	Iteration 98Q: 3 clusters Score -3940332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -3940336.500000 Penalty: 3378.913818
	Iteration 99Q: 3 clusters Score -3940336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3940334.750000 Penalty: 3378.913818
	Iteration 100F: 3 clusters Score -3940335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3940340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3940353.000000 Penalty: 3378.913818
	Iteration 102Q: 3 clusters Score -3940353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3940357.750000 Penalty: 3378.913818
	Iteration 103Q: 3 clusters Score -3940358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3940359.250000 Penalty: 3378.913818
	Iteration 104Q: 3 clusters Score -3940359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3940352.000000 Penalty: 3378.913818
	Iteration 105Q: 3 clusters Score -3940352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3940344.500000 Penalty: 3378.913818
	Iteration 106Q: 3 clusters Score -3940344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3940350.500000 Penalty: 3378.913818
	Iteration 107Q: 3 clusters Score -3940350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -3940348.750000 Penalty: 3378.913818
	Iteration 108Q: 3 clusters Score -3940349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3940347.500000 Penalty: 3378.913818
	Iteration 109Q: 3 clusters Score -3940348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -3940354.750000 Penalty: 3378.913818
	Iteration 110Q: 3 clusters Score -3940355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3940353.000000 Penalty: 3378.913818
	Iteration 111Q: 3 clusters Score -3940353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3940359.750000 Penalty: 3378.913818
	Iteration 112Q: 3 clusters Score -3940360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3940355.500000 Penalty: 3378.913818
	Iteration 113Q: 3 clusters Score -3940356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3940358.750000 Penalty: 3378.913818
	Iteration 114Q: 3 clusters Score -3940359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3940360.250000 Penalty: 3378.913818
	Iteration 115Q: 3 clusters Score -3940360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3940359.750000 Penalty: 3378.913818
	Iteration 116Q: 3 clusters Score -3940360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3940354.250000 Penalty: 3378.913818
	Iteration 117Q: 3 clusters Score -3940354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3940354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3940354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -3940355.000000 Penalty: 3378.913818
	Iteration 120F: 3 clusters Score -3940355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3940356 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3940353 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6520 members 
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	Iteration 123Q: 3 clusters Score -3940361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3940358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3940361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3940360 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3940358 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3940360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3940362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3940360 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
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Entering Unmasked Estep 
Score: -3940368.000000 Penalty: 3378.913818
	Iteration 131Q: 3 clusters Score -3940368 nChanged 12
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Mstep: Class 1 contains 6420 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3940362 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
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Entering Unmasked Estep 
Score: -3940371.750000 Penalty: 3378.913818
	Iteration 133Q: 3 clusters Score -3940372 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3940369 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3940369 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3940362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -3940365.750000 Penalty: 3378.913818
	Iteration 137Q: 3 clusters Score -3940366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3940366.750000 Penalty: 3378.913818
	Iteration 138Q: 3 clusters Score -3940367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -3940365.750000 Penalty: 3378.913818
	Iteration 139Q: 3 clusters Score -3940366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3940368.000000 Penalty: 3378.913818
	Iteration 140F: 3 clusters Score -3940368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3940367.750000 Penalty: 3378.913818
	Iteration 141Q: 3 clusters Score -3940368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3940369.500000 Penalty: 3378.913818
	Iteration 142Q: 3 clusters Score -3940370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3940367.500000 Penalty: 3378.913818
	Iteration 143Q: 3 clusters Score -3940368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -3940370.750000 Penalty: 3378.913818
	Iteration 144Q: 3 clusters Score -3940371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3940370.500000 Penalty: 3378.913818
	Iteration 145Q: 3 clusters Score -3940370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -3940373.000000 Penalty: 3378.913818
	Iteration 146Q: 3 clusters Score -3940373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -3940373.500000 Penalty: 3378.913818
	Iteration 147Q: 3 clusters Score -3940374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3940378.250000 Penalty: 3378.913818
	Iteration 148Q: 3 clusters Score -3940378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -3940377.500000 Penalty: 3378.913818
	Iteration 149Q: 3 clusters Score -3940378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3940375.000000 Penalty: 3378.913818
	Iteration 150Q: 3 clusters Score -3940375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -3940375.000000 Penalty: 3378.913818
	Iteration 151Q: 3 clusters Score -3940375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -3940373.750000 Penalty: 3378.913818
	Iteration 152Q: 3 clusters Score -3940374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3940371.750000 Penalty: 3378.913818
	Iteration 153Q: 3 clusters Score -3940372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3940371.750000 Penalty: 3378.913818
	Iteration 154F: 3 clusters Score -3940372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Entering Unmasked Estep 
Score: -5523707.000000 Penalty: 1733.444336
	Iteration 0F: 2 clusters Score -5523707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -5494910.000000 Penalty: 3466.888672
	Iteration 0F: 3 clusters Score -5494910 nChanged 20135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -5506331.500000 Penalty: 3466.888672
	Iteration 1F: 3 clusters Score -5506332 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -5506877.000000 Penalty: 3466.888672
	Iteration 2Q: 3 clusters Score -5506877 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -5507548.000000 Penalty: 3466.888672
	Iteration 3Q: 3 clusters Score -5507548 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -5508393.000000 Penalty: 3466.888672
	Iteration 4Q: 3 clusters Score -5508393 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -5509462.000000 Penalty: 3466.888672
	Iteration 5F: 3 clusters Score -5509462 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -5510747.000000 Penalty: 3466.888672
	Iteration 6F: 3 clusters Score -5510747 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -5512334.500000 Penalty: 3466.888672
	Iteration 7F: 3 clusters Score -5512334 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -5514003.000000 Penalty: 3466.888672
	Iteration 8F: 3 clusters Score -5514003 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -5515620.000000 Penalty: 3466.888672
	Iteration 9F: 3 clusters Score -5515620 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -5517085.500000 Penalty: 3466.888672
	Iteration 10F: 3 clusters Score -5517086 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -5518517.000000 Penalty: 3466.888672
	Iteration 11Q: 3 clusters Score -5518517 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -5519859.000000 Penalty: 3466.888672
	Iteration 12Q: 3 clusters Score -5519859 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -5520872.000000 Penalty: 3466.888672
	Iteration 13Q: 3 clusters Score -5520872 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -5521479.000000 Penalty: 3466.888672
	Iteration 14Q: 3 clusters Score -5521479 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -5521822.000000 Penalty: 3466.888672
	Iteration 15Q: 3 clusters Score -5521822 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -5521987.000000 Penalty: 3466.888672
	Iteration 16Q: 3 clusters Score -5521987 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -5522062.500000 Penalty: 3466.888672
	Iteration 17Q: 3 clusters Score -5522062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -5522097.500000 Penalty: 3466.888672
	Iteration 18Q: 3 clusters Score -5522098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -5522134.500000 Penalty: 3466.888672
	Iteration 19Q: 3 clusters Score -5522134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -5522151.500000 Penalty: 3466.888672
	Iteration 20F: 3 clusters Score -5522152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -5522160.500000 Penalty: 3466.888672
	Iteration 21Q: 3 clusters Score -5522160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -5522177.500000 Penalty: 3466.888672
	Iteration 22Q: 3 clusters Score -5522178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -5522182.500000 Penalty: 3466.888672
	Iteration 23Q: 3 clusters Score -5522182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -5522203.000000 Penalty: 3466.888672
	Iteration 24Q: 3 clusters Score -5522203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -5522204.500000 Penalty: 3466.888672
	Iteration 25Q: 3 clusters Score -5522204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -5522203.000000 Penalty: 3466.888672
	Iteration 26Q: 3 clusters Score -5522203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -5522203.000000 Penalty: 3466.888672
	Iteration 27Q: 3 clusters Score -5522203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -5522210.000000 Penalty: 3466.888672
	Iteration 28Q: 3 clusters Score -5522210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -5522210.000000 Penalty: 3466.888672
	Iteration 29F: 3 clusters Score -5522210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Entering Unmasked Estep 
Score: -2481140.750000 Penalty: 1605.618774
	Iteration 0F: 2 clusters Score -2481141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2467765.750000 Penalty: 3211.237549
	Iteration 0F: 3 clusters Score -2467766 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2472959.500000 Penalty: 3211.237549
	Iteration 1F: 3 clusters Score -2472960 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2473665.000000 Penalty: 3211.237549
	Iteration 2F: 3 clusters Score -2473665 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2474464.500000 Penalty: 3211.237549
	Iteration 3F: 3 clusters Score -2474464 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2475424.000000 Penalty: 3211.237549
	Iteration 4F: 3 clusters Score -2475424 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2476681.500000 Penalty: 3211.237549
	Iteration 5F: 3 clusters Score -2476682 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2478056.750000 Penalty: 3211.237549
	Iteration 6F: 3 clusters Score -2478057 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2479434.000000 Penalty: 3211.237549
	Iteration 7F: 3 clusters Score -2479434 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2480686.500000 Penalty: 3211.237549
	Iteration 8Q: 3 clusters Score -2480686 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2481499.750000 Penalty: 3211.237549
	Iteration 9Q: 3 clusters Score -2481500 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2481864.000000 Penalty: 3211.237549
	Iteration 10Q: 3 clusters Score -2481864 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2482002.750000 Penalty: 3211.237549
	Iteration 11Q: 3 clusters Score -2482003 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2482091.000000 Penalty: 3211.237549
	Iteration 12Q: 3 clusters Score -2482091 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2482144.750000 Penalty: 3211.237549
	Iteration 13Q: 3 clusters Score -2482145 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2482180.000000 Penalty: 3211.237549
	Iteration 14Q: 3 clusters Score -2482180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2482192.250000 Penalty: 3211.237549
	Iteration 15Q: 3 clusters Score -2482192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2482197.500000 Penalty: 3211.237549
	Iteration 16Q: 3 clusters Score -2482198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2482198.000000 Penalty: 3211.237549
	Iteration 17Q: 3 clusters Score -2482198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2482201.000000 Penalty: 3211.237549
	Iteration 18Q: 3 clusters Score -2482201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2482209.250000 Penalty: 3211.237549
	Iteration 19Q: 3 clusters Score -2482209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2482209.000000 Penalty: 3211.237549
	Iteration 20F: 3 clusters Score -2482209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2482211.000000 Penalty: 3211.237549
	Iteration 21Q: 3 clusters Score -2482211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2482212.500000 Penalty: 3211.237549
	Iteration 22Q: 3 clusters Score -2482212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2482217.250000 Penalty: 3211.237549
	Iteration 23Q: 3 clusters Score -2482217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2482222.250000 Penalty: 3211.237549
	Iteration 24Q: 3 clusters Score -2482222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2482220.500000 Penalty: 3211.237549
	Iteration 25Q: 3 clusters Score -2482220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2482218.250000 Penalty: 3211.237549
	Iteration 26Q: 3 clusters Score -2482218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2482218.250000 Penalty: 3211.237549
	Iteration 27F: 3 clusters Score -2482218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 135660 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 32448 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 26245 members 
Mstep: Class 7 contains 18012 members 
Mstep: Class 8 contains 102716 members 
Mstep: Class 9 contains 19244 members 
Mstep: Class 10 contains 32750 members 
Mstep: Class 11 contains 42931 members 
Mstep: Class 12 contains 14854 members 
Mstep: Class 13 contains 26011 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7115 members 
Mstep: Class 17 contains 14235 members 
Mstep: Class 18 contains 55385 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 6530 members 
Mstep: Class 21 contains 6128 members 
Mstep: Class 22 contains 27244 members 
Mstep: Class 23 contains 21255 members 
Mstep: Class 24 contains 119496 members 
Mstep: Class 25 contains 5290 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 4195 members 
Mstep: Class 29 contains 947 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26200 members 
Mstep: Class 32 contains 93827 members 
Mstep: Class 33 contains 3465 members 
Mstep: Class 34 contains 2222 members 
Mstep: Class 35 contains 4696 members 
Entering Unmasked Estep 
Score: -108939384.000000 Penalty: 77880.085938
Splitting cluster 12 changes total score from -108938776.000000 to -108939384.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 13 (26011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Entering Unmasked Estep 
Score: -3298318.500000 Penalty: 1652.019653
	Iteration 0F: 2 clusters Score -3298318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3280781.250000 Penalty: 3304.039307
	Iteration 0F: 3 clusters Score -3280781 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3287228.000000 Penalty: 3304.039307
	Iteration 1F: 3 clusters Score -3287228 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3287661.500000 Penalty: 3304.039307
	Iteration 2Q: 3 clusters Score -3287662 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -3288127.500000 Penalty: 3304.039307
	Iteration 3Q: 3 clusters Score -3288128 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3288632.500000 Penalty: 3304.039307
	Iteration 4Q: 3 clusters Score -3288632 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3289239.750000 Penalty: 3304.039307
	Iteration 5F: 3 clusters Score -3289240 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3289908.250000 Penalty: 3304.039307
	Iteration 6F: 3 clusters Score -3289908 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3290586.500000 Penalty: 3304.039307
	Iteration 7F: 3 clusters Score -3290586 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -3291351.250000 Penalty: 3304.039307
	Iteration 8F: 3 clusters Score -3291351 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3292196.750000 Penalty: 3304.039307
	Iteration 9F: 3 clusters Score -3292197 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3293086.500000 Penalty: 3304.039307
	Iteration 10F: 3 clusters Score -3293086 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3294065.000000 Penalty: 3304.039307
	Iteration 11Q: 3 clusters Score -3294065 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3295053.000000 Penalty: 3304.039307
	Iteration 12Q: 3 clusters Score -3295053 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3295868.750000 Penalty: 3304.039307
	Iteration 13Q: 3 clusters Score -3295869 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3296384.500000 Penalty: 3304.039307
	Iteration 14Q: 3 clusters Score -3296384 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3296639.250000 Penalty: 3304.039307
	Iteration 15Q: 3 clusters Score -3296639 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3296751.750000 Penalty: 3304.039307
	Iteration 16Q: 3 clusters Score -3296752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3296813.750000 Penalty: 3304.039307
	Iteration 17Q: 3 clusters Score -3296814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3296844.500000 Penalty: 3304.039307
	Iteration 18Q: 3 clusters Score -3296844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3296863.750000 Penalty: 3304.039307
	Iteration 19Q: 3 clusters Score -3296864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3296870.500000 Penalty: 3304.039307
	Iteration 20F: 3 clusters Score -3296870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3296883.250000 Penalty: 3304.039307
	Iteration 21Q: 3 clusters Score -3296883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3296888.750000 Penalty: 3304.039307
	Iteration 22Q: 3 clusters Score -3296889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3296894.000000 Penalty: 3304.039307
	Iteration 23Q: 3 clusters Score -3296894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3296895.250000 Penalty: 3304.039307
	Iteration 24Q: 3 clusters Score -3296895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3296895.250000 Penalty: 3304.039307
	Iteration 25F: 3 clusters Score -3296895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Entering Unmasked Estep 
Score: -1704408.625000 Penalty: 1552.317627
	Iteration 0F: 2 clusters Score -1704409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1694755.125000 Penalty: 3104.635254
	Iteration 0F: 3 clusters Score -1694755 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1698377.125000 Penalty: 3104.635254
	Iteration 1F: 3 clusters Score -1698377 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1699037.375000 Penalty: 3104.635254
	Iteration 2F: 3 clusters Score -1699037 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1699630.500000 Penalty: 3104.635254
	Iteration 3F: 3 clusters Score -1699630 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1700248.250000 Penalty: 3104.635254
	Iteration 4F: 3 clusters Score -1700248 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1700848.250000 Penalty: 3104.635254
	Iteration 5F: 3 clusters Score -1700848 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1701473.250000 Penalty: 3104.635254
	Iteration 6F: 3 clusters Score -1701473 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1702072.125000 Penalty: 3104.635254
	Iteration 7F: 3 clusters Score -1702072 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1702604.125000 Penalty: 3104.635254
	Iteration 8Q: 3 clusters Score -1702604 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1702994.125000 Penalty: 3104.635254
	Iteration 9Q: 3 clusters Score -1702994 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1703276.625000 Penalty: 3104.635254
	Iteration 10Q: 3 clusters Score -1703277 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1703491.750000 Penalty: 3104.635254
	Iteration 11Q: 3 clusters Score -1703492 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1703630.000000 Penalty: 3104.635254
	Iteration 12Q: 3 clusters Score -1703630 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1703736.750000 Penalty: 3104.635254
	Iteration 13Q: 3 clusters Score -1703737 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1703795.250000 Penalty: 3104.635254
	Iteration 14Q: 3 clusters Score -1703795 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1703817.500000 Penalty: 3104.635254
	Iteration 15Q: 3 clusters Score -1703818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1703836.000000 Penalty: 3104.635254
	Iteration 16Q: 3 clusters Score -1703836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1703840.000000 Penalty: 3104.635254
	Iteration 17Q: 3 clusters Score -1703840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1703850.125000 Penalty: 3104.635254
	Iteration 18Q: 3 clusters Score -1703850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1703852.750000 Penalty: 3104.635254
	Iteration 19Q: 3 clusters Score -1703853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1703860.250000 Penalty: 3104.635254
	Iteration 20F: 3 clusters Score -1703860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1703864.000000 Penalty: 3104.635254
	Iteration 21Q: 3 clusters Score -1703864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1703864.125000 Penalty: 3104.635254
	Iteration 22Q: 3 clusters Score -1703864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1703864.000000 Penalty: 3104.635254
	Iteration 23Q: 3 clusters Score -1703864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1703864.875000 Penalty: 3104.635254
	Iteration 24Q: 3 clusters Score -1703865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1703864.875000 Penalty: 3104.635254
	Iteration 25F: 3 clusters Score -1703865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -18524.240234 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -18524.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17858.103516 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -17858.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17970.978516 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -17970.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17999.419922 Penalty: 1717.041138
	Iteration 2Q: 3 clusters Score -17999.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18004.048828 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -18004.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18004.048828 Penalty: 1717.041138
	Iteration 4F: 3 clusters Score -18004.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Entering Unmasked Estep 
Score: -899151.312500 Penalty: 1441.368652
	Iteration 0F: 2 clusters Score -899151.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -893837.125000 Penalty: 2882.737305
	Iteration 0F: 3 clusters Score -893837.1 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -895397.875000 Penalty: 2882.737305
	Iteration 1F: 3 clusters Score -895397.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -895647.125000 Penalty: 2882.737305
	Iteration 2F: 3 clusters Score -895647.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -895886.250000 Penalty: 2882.737305
	Iteration 3F: 3 clusters Score -895886.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -896183.312500 Penalty: 2882.737305
	Iteration 4F: 3 clusters Score -896183.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -896543.187500 Penalty: 2882.737305
	Iteration 5F: 3 clusters Score -896543.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -896959.500000 Penalty: 2882.737305
	Iteration 6F: 3 clusters Score -896959.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -897421.625000 Penalty: 2882.737305
	Iteration 7F: 3 clusters Score -897421.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -897789.062500 Penalty: 2882.737305
	Iteration 8F: 3 clusters Score -897789.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -898058.687500 Penalty: 2882.737305
	Iteration 9Q: 3 clusters Score -898058.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -898216.937500 Penalty: 2882.737305
	Iteration 10Q: 3 clusters Score -898216.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -898296.812500 Penalty: 2882.737305
	Iteration 11Q: 3 clusters Score -898296.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -898339.500000 Penalty: 2882.737305
	Iteration 12Q: 3 clusters Score -898339.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -898365.625000 Penalty: 2882.737305
	Iteration 13Q: 3 clusters Score -898365.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -898391.875000 Penalty: 2882.737305
	Iteration 14Q: 3 clusters Score -898391.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -898417.437500 Penalty: 2882.737305
	Iteration 15Q: 3 clusters Score -898417.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -898436.375000 Penalty: 2882.737305
	Iteration 16Q: 3 clusters Score -898436.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -898455.312500 Penalty: 2882.737305
	Iteration 17Q: 3 clusters Score -898455.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -898468.875000 Penalty: 2882.737305
	Iteration 18Q: 3 clusters Score -898468.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -898474.187500 Penalty: 2882.737305
	Iteration 19Q: 3 clusters Score -898474.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -898483.562500 Penalty: 2882.737305
	Iteration 20F: 3 clusters Score -898483.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -898491.687500 Penalty: 2882.737305
	Iteration 21Q: 3 clusters Score -898491.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -898495.687500 Penalty: 2882.737305
	Iteration 22Q: 3 clusters Score -898495.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -898502.250000 Penalty: 2882.737305
	Iteration 23Q: 3 clusters Score -898502.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -898506.687500 Penalty: 2882.737305
	Iteration 24Q: 3 clusters Score -898506.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -898511.750000 Penalty: 2882.737305
	Iteration 25Q: 3 clusters Score -898511.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -898515.500000 Penalty: 2882.737305
	Iteration 26Q: 3 clusters Score -898515.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -898517.812500 Penalty: 2882.737305
	Iteration 27Q: 3 clusters Score -898517.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -898521.687500 Penalty: 2882.737305
	Iteration 28Q: 3 clusters Score -898521.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -898525.312500 Penalty: 2882.737305
	Iteration 29Q: 3 clusters Score -898525.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -898528.437500 Penalty: 2882.737305
	Iteration 30Q: 3 clusters Score -898528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -898530.375000 Penalty: 2882.737305
	Iteration 31Q: 3 clusters Score -898530.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -898535.125000 Penalty: 2882.737305
	Iteration 32Q: 3 clusters Score -898535.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -898534.312500 Penalty: 2882.737305
	Iteration 33Q: 3 clusters Score -898534.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -898535.187500 Penalty: 2882.737305
	Iteration 34Q: 3 clusters Score -898535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -898536.500000 Penalty: 2882.737305
	Iteration 35Q: 3 clusters Score -898536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -898537.312500 Penalty: 2882.737305
	Iteration 36Q: 3 clusters Score -898537.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -898537.500000 Penalty: 2882.737305
	Iteration 37Q: 3 clusters Score -898537.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -898537.500000 Penalty: 2882.737305
	Iteration 38F: 3 clusters Score -898537.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Entering Unmasked Estep 
Score: -1777653.000000 Penalty: 1554.062134
	Iteration 0F: 2 clusters Score -1777653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1767757.375000 Penalty: 3108.124268
	Iteration 0F: 3 clusters Score -1767757 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1771197.500000 Penalty: 3108.124268
	Iteration 1F: 3 clusters Score -1771198 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1771644.375000 Penalty: 3108.124268
	Iteration 2F: 3 clusters Score -1771644 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1772078.000000 Penalty: 3108.124268
	Iteration 3F: 3 clusters Score -1772078 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1772535.750000 Penalty: 3108.124268
	Iteration 4F: 3 clusters Score -1772536 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1773004.500000 Penalty: 3108.124268
	Iteration 5F: 3 clusters Score -1773004 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1773501.625000 Penalty: 3108.124268
	Iteration 6F: 3 clusters Score -1773502 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1774014.250000 Penalty: 3108.124268
	Iteration 7F: 3 clusters Score -1774014 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1774526.125000 Penalty: 3108.124268
	Iteration 8Q: 3 clusters Score -1774526 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1774984.625000 Penalty: 3108.124268
	Iteration 9Q: 3 clusters Score -1774985 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1775380.375000 Penalty: 3108.124268
	Iteration 10Q: 3 clusters Score -1775380 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1775652.500000 Penalty: 3108.124268
	Iteration 11Q: 3 clusters Score -1775652 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1775882.750000 Penalty: 3108.124268
	Iteration 12Q: 3 clusters Score -1775883 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1776038.875000 Penalty: 3108.124268
	Iteration 13Q: 3 clusters Score -1776039 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1776140.500000 Penalty: 3108.124268
	Iteration 14Q: 3 clusters Score -1776140 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1776214.125000 Penalty: 3108.124268
	Iteration 15Q: 3 clusters Score -1776214 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1776255.625000 Penalty: 3108.124268
	Iteration 16Q: 3 clusters Score -1776256 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1776292.000000 Penalty: 3108.124268
	Iteration 17Q: 3 clusters Score -1776292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1776306.375000 Penalty: 3108.124268
	Iteration 18Q: 3 clusters Score -1776306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1776311.125000 Penalty: 3108.124268
	Iteration 19Q: 3 clusters Score -1776311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1776318.750000 Penalty: 3108.124268
	Iteration 20F: 3 clusters Score -1776319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1776323.625000 Penalty: 3108.124268
	Iteration 21Q: 3 clusters Score -1776324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1776328.125000 Penalty: 3108.124268
	Iteration 22Q: 3 clusters Score -1776328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1776332.125000 Penalty: 3108.124268
	Iteration 23Q: 3 clusters Score -1776332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1776332.500000 Penalty: 3108.124268
	Iteration 24Q: 3 clusters Score -1776332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1776330.375000 Penalty: 3108.124268
	Iteration 25Q: 3 clusters Score -1776330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1776332.875000 Penalty: 3108.124268
	Iteration 26Q: 3 clusters Score -1776333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1776333.500000 Penalty: 3108.124268
	Iteration 27Q: 3 clusters Score -1776334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1776331.375000 Penalty: 3108.124268
	Iteration 28Q: 3 clusters Score -1776331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1776333.750000 Penalty: 3108.124268
	Iteration 29Q: 3 clusters Score -1776334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1776333.000000 Penalty: 3108.124268
	Iteration 30Q: 3 clusters Score -1776333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1776333.500000 Penalty: 3108.124268
	Iteration 31Q: 3 clusters Score -1776334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1776333.125000 Penalty: 3108.124268
	Iteration 32Q: 3 clusters Score -1776333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1776333.125000 Penalty: 3108.124268
	Iteration 33Q: 3 clusters Score -1776333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1776335.750000 Penalty: 3108.124268
	Iteration 34Q: 3 clusters Score -1776336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1776334.625000 Penalty: 3108.124268
	Iteration 35Q: 3 clusters Score -1776335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1776334.750000 Penalty: 3108.124268
	Iteration 36Q: 3 clusters Score -1776335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1776334.750000 Penalty: 3108.124268
	Iteration 37F: 3 clusters Score -1776335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Entering Unmasked Estep 
Score: -7044732.000000 Penalty: 1774.835327
	Iteration 0F: 2 clusters Score -7044732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -7007895.000000 Penalty: 3549.670654
	Iteration 0F: 3 clusters Score -7007895 nChanged 26052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -7023249.500000 Penalty: 3549.670654
	Iteration 1F: 3 clusters Score -7023250 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -7024572.500000 Penalty: 3549.670654
	Iteration 2Q: 3 clusters Score -7024572 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -7026553.000000 Penalty: 3549.670654
	Iteration 3F: 3 clusters Score -7026553 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -7029437.500000 Penalty: 3549.670654
	Iteration 4F: 3 clusters Score -7029438 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -7033163.500000 Penalty: 3549.670654
	Iteration 5F: 3 clusters Score -7033164 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -7037223.500000 Penalty: 3549.670654
	Iteration 6F: 3 clusters Score -7037224 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -7039888.500000 Penalty: 3549.670654
	Iteration 7F: 3 clusters Score -7039888 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -7041129.500000 Penalty: 3549.670654
	Iteration 8Q: 3 clusters Score -7041130 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -7041669.500000 Penalty: 3549.670654
	Iteration 9Q: 3 clusters Score -7041670 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -7042000.500000 Penalty: 3549.670654
	Iteration 10Q: 3 clusters Score -7042000 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -7042191.000000 Penalty: 3549.670654
	Iteration 11Q: 3 clusters Score -7042191 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -7042349.000000 Penalty: 3549.670654
	Iteration 12Q: 3 clusters Score -7042349 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -7042476.500000 Penalty: 3549.670654
	Iteration 13Q: 3 clusters Score -7042476 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -7042513.500000 Penalty: 3549.670654
	Iteration 14Q: 3 clusters Score -7042514 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -7042575.000000 Penalty: 3549.670654
	Iteration 15Q: 3 clusters Score -7042575 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -7042608.500000 Penalty: 3549.670654
	Iteration 16Q: 3 clusters Score -7042608 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -7042637.000000 Penalty: 3549.670654
	Iteration 17Q: 3 clusters Score -7042637 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -7042665.000000 Penalty: 3549.670654
	Iteration 18Q: 3 clusters Score -7042665 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -7042683.500000 Penalty: 3549.670654
	Iteration 19Q: 3 clusters Score -7042684 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -7042717.000000 Penalty: 3549.670654
	Iteration 20F: 3 clusters Score -7042717 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -7042715.000000 Penalty: 3549.670654
	Iteration 21Q: 3 clusters Score -7042715 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -7042724.500000 Penalty: 3549.670654
	Iteration 22Q: 3 clusters Score -7042724 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -7042747.500000 Penalty: 3549.670654
	Iteration 23Q: 3 clusters Score -7042748 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -7042761.000000 Penalty: 3549.670654
	Iteration 24Q: 3 clusters Score -7042761 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -7042778.000000 Penalty: 3549.670654
	Iteration 25Q: 3 clusters Score -7042778 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -7042795.000000 Penalty: 3549.670654
	Iteration 26Q: 3 clusters Score -7042795 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -7042789.500000 Penalty: 3549.670654
	Iteration 27Q: 3 clusters Score -7042790 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -7042793.000000 Penalty: 3549.670654
	Iteration 28Q: 3 clusters Score -7042793 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -7042787.000000 Penalty: 3549.670654
	Iteration 29Q: 3 clusters Score -7042787 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -7042803.500000 Penalty: 3549.670654
	Iteration 30Q: 3 clusters Score -7042804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -7042810.500000 Penalty: 3549.670654
	Iteration 31Q: 3 clusters Score -7042810 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -7042812.500000 Penalty: 3549.670654
	Iteration 32Q: 3 clusters Score -7042812 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -7042805.500000 Penalty: 3549.670654
	Iteration 33Q: 3 clusters Score -7042806 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -7042818.000000 Penalty: 3549.670654
	Iteration 34Q: 3 clusters Score -7042818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -7042818.000000 Penalty: 3549.670654
	Iteration 35Q: 3 clusters Score -7042818 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -7042817.500000 Penalty: 3549.670654
	Iteration 36Q: 3 clusters Score -7042818 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -7042831.500000 Penalty: 3549.670654
	Iteration 37Q: 3 clusters Score -7042832 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -7042845.000000 Penalty: 3549.670654
	Iteration 38Q: 3 clusters Score -7042845 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -7042855.500000 Penalty: 3549.670654
	Iteration 39Q: 3 clusters Score -7042856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -7042843.500000 Penalty: 3549.670654
	Iteration 40F: 3 clusters Score -7042844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -7042844.000000 Penalty: 3549.670654
	Iteration 41Q: 3 clusters Score -7042844 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -7042859.500000 Penalty: 3549.670654
	Iteration 42Q: 3 clusters Score -7042860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -7042880.500000 Penalty: 3549.670654
	Iteration 43Q: 3 clusters Score -7042880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -7042867.500000 Penalty: 3549.670654
	Iteration 44Q: 3 clusters Score -7042868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -7042879.500000 Penalty: 3549.670654
	Iteration 45Q: 3 clusters Score -7042880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -7042890.000000 Penalty: 3549.670654
	Iteration 46Q: 3 clusters Score -7042890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -7042901.500000 Penalty: 3549.670654
	Iteration 47Q: 3 clusters Score -7042902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -7042905.000000 Penalty: 3549.670654
	Iteration 48Q: 3 clusters Score -7042905 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -7042903.000000 Penalty: 3549.670654
	Iteration 49Q: 3 clusters Score -7042903 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -7042909.000000 Penalty: 3549.670654
	Iteration 50Q: 3 clusters Score -7042909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -7042922.500000 Penalty: 3549.670654
	Iteration 51Q: 3 clusters Score -7042922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -7042917.500000 Penalty: 3549.670654
	Iteration 52Q: 3 clusters Score -7042918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -7042928.500000 Penalty: 3549.670654
	Iteration 53Q: 3 clusters Score -7042928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -7042946.000000 Penalty: 3549.670654
	Iteration 54Q: 3 clusters Score -7042946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -7042940.500000 Penalty: 3549.670654
	Iteration 55Q: 3 clusters Score -7042940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -7042943.500000 Penalty: 3549.670654
	Iteration 56Q: 3 clusters Score -7042944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -7042929.500000 Penalty: 3549.670654
	Iteration 57Q: 3 clusters Score -7042930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -7042945.000000 Penalty: 3549.670654
	Iteration 58Q: 3 clusters Score -7042945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -7042950.500000 Penalty: 3549.670654
	Iteration 59Q: 3 clusters Score -7042950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -7042958.000000 Penalty: 3549.670654
	Iteration 60F: 3 clusters Score -7042958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -7042965.500000 Penalty: 3549.670654
	Iteration 61Q: 3 clusters Score -7042966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -7042962.500000 Penalty: 3549.670654
	Iteration 62Q: 3 clusters Score -7042962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -7042955.500000 Penalty: 3549.670654
	Iteration 63Q: 3 clusters Score -7042956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -7042968.000000 Penalty: 3549.670654
	Iteration 64Q: 3 clusters Score -7042968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -7042961.000000 Penalty: 3549.670654
	Iteration 65Q: 3 clusters Score -7042961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -7042957.000000 Penalty: 3549.670654
	Iteration 66Q: 3 clusters Score -7042957 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -7042954.500000 Penalty: 3549.670654
	Iteration 67Q: 3 clusters Score -7042954 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -7042963.500000 Penalty: 3549.670654
	Iteration 68Q: 3 clusters Score -7042964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -7042972.500000 Penalty: 3549.670654
	Iteration 69Q: 3 clusters Score -7042972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -7042977.000000 Penalty: 3549.670654
	Iteration 70Q: 3 clusters Score -7042977 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -7042973.000000 Penalty: 3549.670654
	Iteration 71Q: 3 clusters Score -7042973 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -7042970.500000 Penalty: 3549.670654
	Iteration 72Q: 3 clusters Score -7042970 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -7042970.000000 Penalty: 3549.670654
	Iteration 73Q: 3 clusters Score -7042970 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -7042975.000000 Penalty: 3549.670654
	Iteration 74Q: 3 clusters Score -7042975 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -7042976.500000 Penalty: 3549.670654
	Iteration 75Q: 3 clusters Score -7042976 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -7042983.500000 Penalty: 3549.670654
	Iteration 76Q: 3 clusters Score -7042984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -7042985.000000 Penalty: 3549.670654
	Iteration 77Q: 3 clusters Score -7042985 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -7042984.500000 Penalty: 3549.670654
	Iteration 78Q: 3 clusters Score -7042984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -7042980.500000 Penalty: 3549.670654
	Iteration 79Q: 3 clusters Score -7042980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -7043001.500000 Penalty: 3549.670654
	Iteration 80F: 3 clusters Score -7043002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -7042998.000000 Penalty: 3549.670654
	Iteration 81Q: 3 clusters Score -7042998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -7043003.500000 Penalty: 3549.670654
	Iteration 82Q: 3 clusters Score -7043004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -7043008.500000 Penalty: 3549.670654
	Iteration 83Q: 3 clusters Score -7043008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -7043007.500000 Penalty: 3549.670654
	Iteration 84Q: 3 clusters Score -7043008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -7043009.500000 Penalty: 3549.670654
	Iteration 85Q: 3 clusters Score -7043010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -7043005.500000 Penalty: 3549.670654
	Iteration 86Q: 3 clusters Score -7043006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -7043007.000000 Penalty: 3549.670654
	Iteration 87Q: 3 clusters Score -7043007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -7043009.000000 Penalty: 3549.670654
	Iteration 88Q: 3 clusters Score -7043009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -7043022.500000 Penalty: 3549.670654
	Iteration 89Q: 3 clusters Score -7043022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -7043020.000000 Penalty: 3549.670654
	Iteration 90Q: 3 clusters Score -7043020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -7043028.500000 Penalty: 3549.670654
	Iteration 91Q: 3 clusters Score -7043028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -7043028.000000 Penalty: 3549.670654
	Iteration 92Q: 3 clusters Score -7043028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -7043013.500000 Penalty: 3549.670654
	Iteration 93Q: 3 clusters Score -7043014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -7043010.000000 Penalty: 3549.670654
	Iteration 94Q: 3 clusters Score -7043010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -7043012.000000 Penalty: 3549.670654
	Iteration 95Q: 3 clusters Score -7043012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -7043013.500000 Penalty: 3549.670654
	Iteration 96Q: 3 clusters Score -7043014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -7043015.500000 Penalty: 3549.670654
	Iteration 97Q: 3 clusters Score -7043016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -7043024.000000 Penalty: 3549.670654
	Iteration 98Q: 3 clusters Score -7043024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -7043017.000000 Penalty: 3549.670654
	Iteration 99Q: 3 clusters Score -7043017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -7043020.500000 Penalty: 3549.670654
	Iteration 100F: 3 clusters Score -7043020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -7043025.500000 Penalty: 3549.670654
	Iteration 101Q: 3 clusters Score -7043026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -7043029.500000 Penalty: 3549.670654
	Iteration 102Q: 3 clusters Score -7043030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -7043038.000000 Penalty: 3549.670654
	Iteration 103Q: 3 clusters Score -7043038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -7043026.000000 Penalty: 3549.670654
	Iteration 104Q: 3 clusters Score -7043026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -7043026.000000 Penalty: 3549.670654
	Iteration 105Q: 3 clusters Score -7043026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -7043026.000000 Penalty: 3549.670654
	Iteration 106Q: 3 clusters Score -7043026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -7043042.000000 Penalty: 3549.670654
	Iteration 107Q: 3 clusters Score -7043042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -7043031.000000 Penalty: 3549.670654
	Iteration 108Q: 3 clusters Score -7043031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -7043035.000000 Penalty: 3549.670654
	Iteration 109Q: 3 clusters Score -7043035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -7043046.000000 Penalty: 3549.670654
	Iteration 110Q: 3 clusters Score -7043046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -7043037.000000 Penalty: 3549.670654
	Iteration 111Q: 3 clusters Score -7043037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -7043035.000000 Penalty: 3549.670654
	Iteration 112Q: 3 clusters Score -7043035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -7043033.000000 Penalty: 3549.670654
	Iteration 113Q: 3 clusters Score -7043033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -7043043.500000 Penalty: 3549.670654
	Iteration 114Q: 3 clusters Score -7043044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -7043041.000000 Penalty: 3549.670654
	Iteration 115Q: 3 clusters Score -7043041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -7043033.000000 Penalty: 3549.670654
	Iteration 116Q: 3 clusters Score -7043033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -7043032.500000 Penalty: 3549.670654
	Iteration 117Q: 3 clusters Score -7043032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -7043030.000000 Penalty: 3549.670654
	Iteration 118Q: 3 clusters Score -7043030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -7043035.000000 Penalty: 3549.670654
	Iteration 119Q: 3 clusters Score -7043035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -7043031.000000 Penalty: 3549.670654
	Iteration 120F: 3 clusters Score -7043031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -7043033.000000 Penalty: 3549.670654
	Iteration 121Q: 3 clusters Score -7043033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -7043033.000000 Penalty: 3549.670654
	Iteration 122Q: 3 clusters Score -7043033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -7043034.000000 Penalty: 3549.670654
	Iteration 123Q: 3 clusters Score -7043034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -7043034.000000 Penalty: 3549.670654
	Iteration 124F: 3 clusters Score -7043034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -174511.312500 Penalty: 1182.552734
	Iteration 0F: 2 clusters Score -174511.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -172765.953125 Penalty: 2365.105469
	Iteration 0F: 3 clusters Score -172766 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -173081.468750 Penalty: 2365.105469
	Iteration 1F: 3 clusters Score -173081.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -173205.156250 Penalty: 2365.105469
	Iteration 2F: 3 clusters Score -173205.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -173296.093750 Penalty: 2365.105469
	Iteration 3F: 3 clusters Score -173296.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -173343.765625 Penalty: 2365.105469
	Iteration 4Q: 3 clusters Score -173343.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -173376.625000 Penalty: 2365.105469
	Iteration 5Q: 3 clusters Score -173376.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -173398.343750 Penalty: 2365.105469
	Iteration 6Q: 3 clusters Score -173398.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -173404.140625 Penalty: 2365.105469
	Iteration 7Q: 3 clusters Score -173404.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -173405.046875 Penalty: 2365.105469
	Iteration 8Q: 3 clusters Score -173405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -173405.406250 Penalty: 2365.105469
	Iteration 9Q: 3 clusters Score -173405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -173405.656250 Penalty: 2365.105469
	Iteration 10Q: 3 clusters Score -173405.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -173406.125000 Penalty: 2365.105469
	Iteration 11Q: 3 clusters Score -173406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -173406.375000 Penalty: 2365.105469
	Iteration 12Q: 3 clusters Score -173406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -173407.093750 Penalty: 2365.105469
	Iteration 13Q: 3 clusters Score -173407.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -173407.703125 Penalty: 2365.105469
	Iteration 14Q: 3 clusters Score -173407.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -173408.296875 Penalty: 2365.105469
	Iteration 15Q: 3 clusters Score -173408.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -173408.296875 Penalty: 2365.105469
	Iteration 16F: 3 clusters Score -173408.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -821380.062500 Penalty: 1427.426392
	Iteration 0F: 2 clusters Score -821380.1 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 3213 members 
Entering Unmasked Estep 
Score: -816463.625000 Penalty: 2854.852783
	Iteration 0F: 3 clusters Score -816463.6 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -817931.750000 Penalty: 2854.852783
	Iteration 1F: 3 clusters Score -817931.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -818166.687500 Penalty: 2854.852783
	Iteration 2F: 3 clusters Score -818166.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -818389.312500 Penalty: 2854.852783
	Iteration 3F: 3 clusters Score -818389.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -818563.500000 Penalty: 2854.852783
	Iteration 4Q: 3 clusters Score -818563.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -818705.687500 Penalty: 2854.852783
	Iteration 5Q: 3 clusters Score -818705.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -818794.625000 Penalty: 2854.852783
	Iteration 6Q: 3 clusters Score -818794.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -818879.437500 Penalty: 2854.852783
	Iteration 7Q: 3 clusters Score -818879.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -818953.937500 Penalty: 2854.852783
	Iteration 8Q: 3 clusters Score -818953.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -819030.437500 Penalty: 2854.852783
	Iteration 9Q: 3 clusters Score -819030.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -819108.062500 Penalty: 2854.852783
	Iteration 10Q: 3 clusters Score -819108.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -819177.375000 Penalty: 2854.852783
	Iteration 11Q: 3 clusters Score -819177.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -819240.937500 Penalty: 2854.852783
	Iteration 12Q: 3 clusters Score -819240.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -819308.125000 Penalty: 2854.852783
	Iteration 13Q: 3 clusters Score -819308.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -819363.937500 Penalty: 2854.852783
	Iteration 14Q: 3 clusters Score -819363.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -819407.687500 Penalty: 2854.852783
	Iteration 15Q: 3 clusters Score -819407.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -819450.687500 Penalty: 2854.852783
	Iteration 16Q: 3 clusters Score -819450.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -819482.437500 Penalty: 2854.852783
	Iteration 17Q: 3 clusters Score -819482.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -819511.812500 Penalty: 2854.852783
	Iteration 18Q: 3 clusters Score -819511.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -819530.812500 Penalty: 2854.852783
	Iteration 19Q: 3 clusters Score -819530.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -819546.750000 Penalty: 2854.852783
	Iteration 20F: 3 clusters Score -819546.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -819564.625000 Penalty: 2854.852783
	Iteration 21Q: 3 clusters Score -819564.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -819578.375000 Penalty: 2854.852783
	Iteration 22Q: 3 clusters Score -819578.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -819589.437500 Penalty: 2854.852783
	Iteration 23Q: 3 clusters Score -819589.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -819597.937500 Penalty: 2854.852783
	Iteration 24Q: 3 clusters Score -819597.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -819603.000000 Penalty: 2854.852783
	Iteration 25Q: 3 clusters Score -819603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -819608.812500 Penalty: 2854.852783
	Iteration 26Q: 3 clusters Score -819608.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -819612.500000 Penalty: 2854.852783
	Iteration 27Q: 3 clusters Score -819612.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -819613.375000 Penalty: 2854.852783
	Iteration 28Q: 3 clusters Score -819613.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -819618.250000 Penalty: 2854.852783
	Iteration 29Q: 3 clusters Score -819618.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -819619.812500 Penalty: 2854.852783
	Iteration 30Q: 3 clusters Score -819619.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -819621.937500 Penalty: 2854.852783
	Iteration 31Q: 3 clusters Score -819621.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -819621.875000 Penalty: 2854.852783
	Iteration 32Q: 3 clusters Score -819621.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -819623.812500 Penalty: 2854.852783
	Iteration 33Q: 3 clusters Score -819623.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -819623.250000 Penalty: 2854.852783
	Iteration 34Q: 3 clusters Score -819623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -819622.062500 Penalty: 2854.852783
	Iteration 35Q: 3 clusters Score -819622.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -819621.750000 Penalty: 2854.852783
	Iteration 36Q: 3 clusters Score -819621.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -819623.437500 Penalty: 2854.852783
	Iteration 37Q: 3 clusters Score -819623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -819623.500000 Penalty: 2854.852783
	Iteration 38Q: 3 clusters Score -819623.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -819623.562500 Penalty: 2854.852783
	Iteration 39Q: 3 clusters Score -819623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -819623.125000 Penalty: 2854.852783
	Iteration 40F: 3 clusters Score -819623.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -819624.812500 Penalty: 2854.852783
	Iteration 41Q: 3 clusters Score -819624.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -819624.812500 Penalty: 2854.852783
	Iteration 42F: 3 clusters Score -819624.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Entering Unmasked Estep 
Score: -708662.687500 Penalty: 1417.101440
	Iteration 0F: 2 clusters Score -708662.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -704006.625000 Penalty: 2834.202881
	Iteration 0F: 3 clusters Score -704006.6 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -705616.750000 Penalty: 2834.202881
	Iteration 1F: 3 clusters Score -705616.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -706001.812500 Penalty: 2834.202881
	Iteration 2F: 3 clusters Score -706001.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -706277.500000 Penalty: 2834.202881
	Iteration 3F: 3 clusters Score -706277.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -706515.437500 Penalty: 2834.202881
	Iteration 4F: 3 clusters Score -706515.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -706700.062500 Penalty: 2834.202881
	Iteration 5Q: 3 clusters Score -706700.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -706848.000000 Penalty: 2834.202881
	Iteration 6Q: 3 clusters Score -706848 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -706969.812500 Penalty: 2834.202881
	Iteration 7Q: 3 clusters Score -706969.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -707117.750000 Penalty: 2834.202881
	Iteration 8Q: 3 clusters Score -707117.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -707281.125000 Penalty: 2834.202881
	Iteration 9Q: 3 clusters Score -707281.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -707433.125000 Penalty: 2834.202881
	Iteration 10Q: 3 clusters Score -707433.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -707582.812500 Penalty: 2834.202881
	Iteration 11Q: 3 clusters Score -707582.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -707729.625000 Penalty: 2834.202881
	Iteration 12Q: 3 clusters Score -707729.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -707849.375000 Penalty: 2834.202881
	Iteration 13Q: 3 clusters Score -707849.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -707941.875000 Penalty: 2834.202881
	Iteration 14Q: 3 clusters Score -707941.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -708010.750000 Penalty: 2834.202881
	Iteration 15Q: 3 clusters Score -708010.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -708096.000000 Penalty: 2834.202881
	Iteration 16Q: 3 clusters Score -708096 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -708229.062500 Penalty: 2834.202881
	Iteration 17Q: 3 clusters Score -708229.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -708340.437500 Penalty: 2834.202881
	Iteration 18Q: 3 clusters Score -708340.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -708402.562500 Penalty: 2834.202881
	Iteration 19Q: 3 clusters Score -708402.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -708437.437500 Penalty: 2834.202881
	Iteration 20F: 3 clusters Score -708437.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -708460.000000 Penalty: 2834.202881
	Iteration 21Q: 3 clusters Score -708460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -708474.250000 Penalty: 2834.202881
	Iteration 22Q: 3 clusters Score -708474.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -708483.312500 Penalty: 2834.202881
	Iteration 23Q: 3 clusters Score -708483.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -708488.187500 Penalty: 2834.202881
	Iteration 24Q: 3 clusters Score -708488.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -708490.250000 Penalty: 2834.202881
	Iteration 25Q: 3 clusters Score -708490.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -708493.875000 Penalty: 2834.202881
	Iteration 26Q: 3 clusters Score -708493.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -708494.437500 Penalty: 2834.202881
	Iteration 27Q: 3 clusters Score -708494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -708496.812500 Penalty: 2834.202881
	Iteration 28Q: 3 clusters Score -708496.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -708495.875000 Penalty: 2834.202881
	Iteration 29Q: 3 clusters Score -708495.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -708495.875000 Penalty: 2834.202881
	Iteration 30F: 3 clusters Score -708495.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Entering Unmasked Estep 
Score: -3516492.250000 Penalty: 1659.545654
	Iteration 0F: 2 clusters Score -3516492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3498061.750000 Penalty: 3319.091309
	Iteration 0F: 3 clusters Score -3498062 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3504732.000000 Penalty: 3319.091309
	Iteration 1F: 3 clusters Score -3504732 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3505080.000000 Penalty: 3319.091309
	Iteration 2Q: 3 clusters Score -3505080 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3505417.500000 Penalty: 3319.091309
	Iteration 3Q: 3 clusters Score -3505418 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3505681.250000 Penalty: 3319.091309
	Iteration 4Q: 3 clusters Score -3505681 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3505966.750000 Penalty: 3319.091309
	Iteration 5Q: 3 clusters Score -3505967 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3506374.500000 Penalty: 3319.091309
	Iteration 6Q: 3 clusters Score -3506374 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3506920.750000 Penalty: 3319.091309
	Iteration 7Q: 3 clusters Score -3506921 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3507631.000000 Penalty: 3319.091309
	Iteration 8F: 3 clusters Score -3507631 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -3508388.500000 Penalty: 3319.091309
	Iteration 9F: 3 clusters Score -3508388 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3509073.250000 Penalty: 3319.091309
	Iteration 10F: 3 clusters Score -3509073 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3509686.500000 Penalty: 3319.091309
	Iteration 11Q: 3 clusters Score -3509686 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3510261.250000 Penalty: 3319.091309
	Iteration 12Q: 3 clusters Score -3510261 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3510823.000000 Penalty: 3319.091309
	Iteration 13Q: 3 clusters Score -3510823 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3511389.750000 Penalty: 3319.091309
	Iteration 14Q: 3 clusters Score -3511390 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3512030.500000 Penalty: 3319.091309
	Iteration 15Q: 3 clusters Score -3512030 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -3512709.750000 Penalty: 3319.091309
	Iteration 16Q: 3 clusters Score -3512710 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3513243.250000 Penalty: 3319.091309
	Iteration 17Q: 3 clusters Score -3513243 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3513637.750000 Penalty: 3319.091309
	Iteration 18Q: 3 clusters Score -3513638 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -3513934.500000 Penalty: 3319.091309
	Iteration 19Q: 3 clusters Score -3513934 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -3514148.250000 Penalty: 3319.091309
	Iteration 20F: 3 clusters Score -3514148 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -3514306.250000 Penalty: 3319.091309
	Iteration 21Q: 3 clusters Score -3514306 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -3514433.750000 Penalty: 3319.091309
	Iteration 22Q: 3 clusters Score -3514434 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3514541.250000 Penalty: 3319.091309
	Iteration 23Q: 3 clusters Score -3514541 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3514623.500000 Penalty: 3319.091309
	Iteration 24Q: 3 clusters Score -3514624 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3514719.750000 Penalty: 3319.091309
	Iteration 25Q: 3 clusters Score -3514720 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3514815.500000 Penalty: 3319.091309
	Iteration 26Q: 3 clusters Score -3514816 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3514919.500000 Penalty: 3319.091309
	Iteration 27Q: 3 clusters Score -3514920 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3514974.000000 Penalty: 3319.091309
	Iteration 28Q: 3 clusters Score -3514974 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3515019.250000 Penalty: 3319.091309
	Iteration 29Q: 3 clusters Score -3515019 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3515067.250000 Penalty: 3319.091309
	Iteration 30Q: 3 clusters Score -3515067 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3515115.000000 Penalty: 3319.091309
	Iteration 31Q: 3 clusters Score -3515115 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3515151.500000 Penalty: 3319.091309
	Iteration 32Q: 3 clusters Score -3515152 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3515185.750000 Penalty: 3319.091309
	Iteration 33Q: 3 clusters Score -3515186 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3515217.250000 Penalty: 3319.091309
	Iteration 34Q: 3 clusters Score -3515217 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3515247.500000 Penalty: 3319.091309
	Iteration 35Q: 3 clusters Score -3515248 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3515273.250000 Penalty: 3319.091309
	Iteration 36Q: 3 clusters Score -3515273 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3515305.000000 Penalty: 3319.091309
	Iteration 37Q: 3 clusters Score -3515305 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3515351.250000 Penalty: 3319.091309
	Iteration 38Q: 3 clusters Score -3515351 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3515373.750000 Penalty: 3319.091309
	Iteration 39Q: 3 clusters Score -3515374 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3515384.500000 Penalty: 3319.091309
	Iteration 40F: 3 clusters Score -3515384 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3515404.750000 Penalty: 3319.091309
	Iteration 41Q: 3 clusters Score -3515405 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3515413.750000 Penalty: 3319.091309
	Iteration 42Q: 3 clusters Score -3515414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3515426.750000 Penalty: 3319.091309
	Iteration 43Q: 3 clusters Score -3515427 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3515446.500000 Penalty: 3319.091309
	Iteration 44Q: 3 clusters Score -3515446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3515457.750000 Penalty: 3319.091309
	Iteration 45Q: 3 clusters Score -3515458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3515474.500000 Penalty: 3319.091309
	Iteration 46Q: 3 clusters Score -3515474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3515485.500000 Penalty: 3319.091309
	Iteration 47Q: 3 clusters Score -3515486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3515501.250000 Penalty: 3319.091309
	Iteration 48Q: 3 clusters Score -3515501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3515501.750000 Penalty: 3319.091309
	Iteration 49Q: 3 clusters Score -3515502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3515503.250000 Penalty: 3319.091309
	Iteration 50Q: 3 clusters Score -3515503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3515506.000000 Penalty: 3319.091309
	Iteration 51Q: 3 clusters Score -3515506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3515510.000000 Penalty: 3319.091309
	Iteration 52Q: 3 clusters Score -3515510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3515513.750000 Penalty: 3319.091309
	Iteration 53Q: 3 clusters Score -3515514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3515511.500000 Penalty: 3319.091309
	Iteration 54Q: 3 clusters Score -3515512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3515518.500000 Penalty: 3319.091309
	Iteration 55Q: 3 clusters Score -3515518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3515517.750000 Penalty: 3319.091309
	Iteration 56Q: 3 clusters Score -3515518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3515513.250000 Penalty: 3319.091309
	Iteration 57Q: 3 clusters Score -3515513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3515521.750000 Penalty: 3319.091309
	Iteration 58Q: 3 clusters Score -3515522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3515517.250000 Penalty: 3319.091309
	Iteration 59Q: 3 clusters Score -3515517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3515515.500000 Penalty: 3319.091309
	Iteration 60F: 3 clusters Score -3515516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3515526.000000 Penalty: 3319.091309
	Iteration 61Q: 3 clusters Score -3515526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3515532.750000 Penalty: 3319.091309
	Iteration 62Q: 3 clusters Score -3515533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3515537.500000 Penalty: 3319.091309
	Iteration 63Q: 3 clusters Score -3515538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3515538.500000 Penalty: 3319.091309
	Iteration 64Q: 3 clusters Score -3515538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3515546.500000 Penalty: 3319.091309
	Iteration 65Q: 3 clusters Score -3515546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3515544.000000 Penalty: 3319.091309
	Iteration 66Q: 3 clusters Score -3515544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3515544.750000 Penalty: 3319.091309
	Iteration 67Q: 3 clusters Score -3515545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3515544.500000 Penalty: 3319.091309
	Iteration 68Q: 3 clusters Score -3515544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3515544.250000 Penalty: 3319.091309
	Iteration 69Q: 3 clusters Score -3515544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3515547.000000 Penalty: 3319.091309
	Iteration 70Q: 3 clusters Score -3515547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3515547.750000 Penalty: 3319.091309
	Iteration 71Q: 3 clusters Score -3515548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3515550.000000 Penalty: 3319.091309
	Iteration 72Q: 3 clusters Score -3515550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3515547.500000 Penalty: 3319.091309
	Iteration 73Q: 3 clusters Score -3515548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3515552.000000 Penalty: 3319.091309
	Iteration 74Q: 3 clusters Score -3515552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3515547.500000 Penalty: 3319.091309
	Iteration 75Q: 3 clusters Score -3515548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3515545.000000 Penalty: 3319.091309
	Iteration 76Q: 3 clusters Score -3515545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3515545.000000 Penalty: 3319.091309
	Iteration 77F: 3 clusters Score -3515545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Entering Unmasked Estep 
Score: -2725202.500000 Penalty: 1619.206543
	Iteration 0F: 2 clusters Score -2725202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2710746.500000 Penalty: 3238.413086
	Iteration 0F: 3 clusters Score -2710746 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2716158.750000 Penalty: 3238.413086
	Iteration 1F: 3 clusters Score -2716159 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2716539.250000 Penalty: 3238.413086
	Iteration 2Q: 3 clusters Score -2716539 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2716962.500000 Penalty: 3238.413086
	Iteration 3Q: 3 clusters Score -2716962 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2717513.500000 Penalty: 3238.413086
	Iteration 4F: 3 clusters Score -2717514 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2718253.750000 Penalty: 3238.413086
	Iteration 5F: 3 clusters Score -2718254 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2719174.000000 Penalty: 3238.413086
	Iteration 6F: 3 clusters Score -2719174 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2720288.750000 Penalty: 3238.413086
	Iteration 7F: 3 clusters Score -2720289 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2721293.750000 Penalty: 3238.413086
	Iteration 8F: 3 clusters Score -2721294 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2722154.750000 Penalty: 3238.413086
	Iteration 9Q: 3 clusters Score -2722155 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2722760.750000 Penalty: 3238.413086
	Iteration 10Q: 3 clusters Score -2722761 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2723166.000000 Penalty: 3238.413086
	Iteration 11Q: 3 clusters Score -2723166 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2723401.750000 Penalty: 3238.413086
	Iteration 12Q: 3 clusters Score -2723402 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2723544.250000 Penalty: 3238.413086
	Iteration 13Q: 3 clusters Score -2723544 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2723626.250000 Penalty: 3238.413086
	Iteration 14Q: 3 clusters Score -2723626 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2723700.750000 Penalty: 3238.413086
	Iteration 15Q: 3 clusters Score -2723701 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2723750.250000 Penalty: 3238.413086
	Iteration 16Q: 3 clusters Score -2723750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2723778.250000 Penalty: 3238.413086
	Iteration 17Q: 3 clusters Score -2723778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2723792.000000 Penalty: 3238.413086
	Iteration 18Q: 3 clusters Score -2723792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2723799.000000 Penalty: 3238.413086
	Iteration 19Q: 3 clusters Score -2723799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2723814.000000 Penalty: 3238.413086
	Iteration 20F: 3 clusters Score -2723814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2723831.000000 Penalty: 3238.413086
	Iteration 21Q: 3 clusters Score -2723831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2723841.500000 Penalty: 3238.413086
	Iteration 22Q: 3 clusters Score -2723842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2723846.750000 Penalty: 3238.413086
	Iteration 23Q: 3 clusters Score -2723847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2723852.000000 Penalty: 3238.413086
	Iteration 24Q: 3 clusters Score -2723852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2723851.500000 Penalty: 3238.413086
	Iteration 25Q: 3 clusters Score -2723852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2723854.000000 Penalty: 3238.413086
	Iteration 26Q: 3 clusters Score -2723854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2723853.000000 Penalty: 3238.413086
	Iteration 27Q: 3 clusters Score -2723853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2723852.750000 Penalty: 3238.413086
	Iteration 28Q: 3 clusters Score -2723853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2723854.250000 Penalty: 3238.413086
	Iteration 29Q: 3 clusters Score -2723854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2723860.250000 Penalty: 3238.413086
	Iteration 30Q: 3 clusters Score -2723860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2723860.000000 Penalty: 3238.413086
	Iteration 31Q: 3 clusters Score -2723860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2723860.000000 Penalty: 3238.413086
	Iteration 32F: 3 clusters Score -2723860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (119496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119496 members 
Entering Unmasked Estep 
Score: -15282623.000000 Penalty: 1899.793701
	Iteration 0F: 2 clusters Score -1.528262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -15204325.000000 Penalty: 3799.587402
	Iteration 0F: 3 clusters Score -1.520432e+07 nChanged 57090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -15237445.000000 Penalty: 3799.587402
	Iteration 1F: 3 clusters Score -1.523744e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 57173 members 
Entering Unmasked Estep 
Score: -15238249.000000 Penalty: 3799.587402
	Iteration 2Q: 3 clusters Score -1.523825e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -15239127.000000 Penalty: 3799.587402
	Iteration 3Q: 3 clusters Score -1.523913e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65926 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -15240513.000000 Penalty: 3799.587402
	Iteration 4Q: 3 clusters Score -1.524051e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -15242744.000000 Penalty: 3799.587402
	Iteration 5Q: 3 clusters Score -1.524274e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73443 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -15245893.000000 Penalty: 3799.587402
	Iteration 6F: 3 clusters Score -1.524589e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -15250434.000000 Penalty: 3799.587402
	Iteration 7F: 3 clusters Score -1.525043e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85298 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -15256066.000000 Penalty: 3799.587402
	Iteration 8F: 3 clusters Score -1.525607e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -15261713.000000 Penalty: 3799.587402
	Iteration 9F: 3 clusters Score -1.526171e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95718 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -15266018.000000 Penalty: 3799.587402
	Iteration 10Q: 3 clusters Score -1.526602e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -15268817.000000 Penalty: 3799.587402
	Iteration 11Q: 3 clusters Score -1.526882e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -15270324.000000 Penalty: 3799.587402
	Iteration 12Q: 3 clusters Score -1.527032e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103612 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -15271416.000000 Penalty: 3799.587402
	Iteration 13Q: 3 clusters Score -1.527142e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -15272239.000000 Penalty: 3799.587402
	Iteration 14Q: 3 clusters Score -1.527224e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107322 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -15273100.000000 Penalty: 3799.587402
	Iteration 15Q: 3 clusters Score -1.52731e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109044 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -15274163.000000 Penalty: 3799.587402
	Iteration 16Q: 3 clusters Score -1.527416e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -15275597.000000 Penalty: 3799.587402
	Iteration 17Q: 3 clusters Score -1.52756e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112171 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -15277069.000000 Penalty: 3799.587402
	Iteration 18Q: 3 clusters Score -1.527707e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113541 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -15278309.000000 Penalty: 3799.587402
	Iteration 19Q: 3 clusters Score -1.527831e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114676 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -15279170.000000 Penalty: 3799.587402
	Iteration 20F: 3 clusters Score -1.527917e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115589 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -15279848.000000 Penalty: 3799.587402
	Iteration 21Q: 3 clusters Score -1.527985e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116213 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -15280405.000000 Penalty: 3799.587402
	Iteration 22Q: 3 clusters Score -1.52804e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116664 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -15280754.000000 Penalty: 3799.587402
	Iteration 23Q: 3 clusters Score -1.528075e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116975 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -15281019.000000 Penalty: 3799.587402
	Iteration 24Q: 3 clusters Score -1.528102e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117183 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -15281118.000000 Penalty: 3799.587402
	Iteration 25Q: 3 clusters Score -1.528112e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117323 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -15281202.000000 Penalty: 3799.587402
	Iteration 26Q: 3 clusters Score -1.52812e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117425 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -15281285.000000 Penalty: 3799.587402
	Iteration 27Q: 3 clusters Score -1.528128e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117501 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -15281316.000000 Penalty: 3799.587402
	Iteration 28Q: 3 clusters Score -1.528132e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117563 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -15281334.000000 Penalty: 3799.587402
	Iteration 29Q: 3 clusters Score -1.528133e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117611 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -15281359.000000 Penalty: 3799.587402
	Iteration 30Q: 3 clusters Score -1.528136e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117638 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -15281359.000000 Penalty: 3799.587402
	Iteration 31Q: 3 clusters Score -1.528136e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117663 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -15281369.000000 Penalty: 3799.587402
	Iteration 32Q: 3 clusters Score -1.528137e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117694 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -15281382.000000 Penalty: 3799.587402
	Iteration 33Q: 3 clusters Score -1.528138e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117720 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -15281379.000000 Penalty: 3799.587402
	Iteration 34Q: 3 clusters Score -1.528138e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117749 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -15281367.000000 Penalty: 3799.587402
	Iteration 35Q: 3 clusters Score -1.528137e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117775 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -15281363.000000 Penalty: 3799.587402
	Iteration 36Q: 3 clusters Score -1.528136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117793 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -15281367.000000 Penalty: 3799.587402
	Iteration 37Q: 3 clusters Score -1.528137e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117808 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -15281382.000000 Penalty: 3799.587402
	Iteration 38Q: 3 clusters Score -1.528138e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117825 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -15281382.000000 Penalty: 3799.587402
	Iteration 39Q: 3 clusters Score -1.528138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117837 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -15281400.000000 Penalty: 3799.587402
	Iteration 40F: 3 clusters Score -1.52814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117842 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -15281392.000000 Penalty: 3799.587402
	Iteration 41Q: 3 clusters Score -1.528139e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117847 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -15281382.000000 Penalty: 3799.587402
	Iteration 42Q: 3 clusters Score -1.528138e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117854 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -15281398.000000 Penalty: 3799.587402
	Iteration 43Q: 3 clusters Score -1.52814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117858 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -15281409.000000 Penalty: 3799.587402
	Iteration 44Q: 3 clusters Score -1.528141e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117864 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -15281419.000000 Penalty: 3799.587402
	Iteration 45Q: 3 clusters Score -1.528142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117876 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -15281430.000000 Penalty: 3799.587402
	Iteration 46Q: 3 clusters Score -1.528143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -15281421.000000 Penalty: 3799.587402
	Iteration 47Q: 3 clusters Score -1.528142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117891 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -15281414.000000 Penalty: 3799.587402
	Iteration 48Q: 3 clusters Score -1.528141e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117904 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -15281415.000000 Penalty: 3799.587402
	Iteration 49Q: 3 clusters Score -1.528142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117914 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -15281420.000000 Penalty: 3799.587402
	Iteration 50Q: 3 clusters Score -1.528142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117917 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15281415.000000 Penalty: 3799.587402
	Iteration 51Q: 3 clusters Score -1.528142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117919 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -15281414.000000 Penalty: 3799.587402
	Iteration 52Q: 3 clusters Score -1.528141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117923 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -15281424.000000 Penalty: 3799.587402
	Iteration 53Q: 3 clusters Score -1.528142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -15281428.000000 Penalty: 3799.587402
	Iteration 54Q: 3 clusters Score -1.528143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117927 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -15281417.000000 Penalty: 3799.587402
	Iteration 55Q: 3 clusters Score -1.528142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117929 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -15281430.000000 Penalty: 3799.587402
	Iteration 56Q: 3 clusters Score -1.528143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117931 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -15281423.000000 Penalty: 3799.587402
	Iteration 57Q: 3 clusters Score -1.528142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117932 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -15281424.000000 Penalty: 3799.587402
	Iteration 58Q: 3 clusters Score -1.528142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117932 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -15281424.000000 Penalty: 3799.587402
	Iteration 59F: 3 clusters Score -1.528142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Entering Unmasked Estep 
Score: -604670.437500 Penalty: 1393.205688
	Iteration 0F: 2 clusters Score -604670.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -600486.375000 Penalty: 2786.411377
	Iteration 0F: 3 clusters Score -600486.4 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -601858.375000 Penalty: 2786.411377
	Iteration 1F: 3 clusters Score -601858.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -602246.375000 Penalty: 2786.411377
	Iteration 2F: 3 clusters Score -602246.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -602562.125000 Penalty: 2786.411377
	Iteration 3F: 3 clusters Score -602562.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -602778.125000 Penalty: 2786.411377
	Iteration 4F: 3 clusters Score -602778.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -602934.125000 Penalty: 2786.411377
	Iteration 5Q: 3 clusters Score -602934.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -603017.687500 Penalty: 2786.411377
	Iteration 6Q: 3 clusters Score -603017.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -603085.125000 Penalty: 2786.411377
	Iteration 7Q: 3 clusters Score -603085.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -603137.812500 Penalty: 2786.411377
	Iteration 8Q: 3 clusters Score -603137.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -603191.750000 Penalty: 2786.411377
	Iteration 9Q: 3 clusters Score -603191.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -603234.062500 Penalty: 2786.411377
	Iteration 10Q: 3 clusters Score -603234.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -603269.000000 Penalty: 2786.411377
	Iteration 11Q: 3 clusters Score -603269 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -603308.062500 Penalty: 2786.411377
	Iteration 12Q: 3 clusters Score -603308.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -603336.312500 Penalty: 2786.411377
	Iteration 13Q: 3 clusters Score -603336.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -603362.687500 Penalty: 2786.411377
	Iteration 14Q: 3 clusters Score -603362.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -603389.750000 Penalty: 2786.411377
	Iteration 15Q: 3 clusters Score -603389.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -603424.187500 Penalty: 2786.411377
	Iteration 16Q: 3 clusters Score -603424.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -603450.500000 Penalty: 2786.411377
	Iteration 17Q: 3 clusters Score -603450.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -603471.437500 Penalty: 2786.411377
	Iteration 18Q: 3 clusters Score -603471.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -603496.062500 Penalty: 2786.411377
	Iteration 19Q: 3 clusters Score -603496.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -603517.500000 Penalty: 2786.411377
	Iteration 20F: 3 clusters Score -603517.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -603538.000000 Penalty: 2786.411377
	Iteration 21Q: 3 clusters Score -603538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -603552.625000 Penalty: 2786.411377
	Iteration 22Q: 3 clusters Score -603552.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -603567.750000 Penalty: 2786.411377
	Iteration 23Q: 3 clusters Score -603567.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -603586.687500 Penalty: 2786.411377
	Iteration 24Q: 3 clusters Score -603586.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -603605.375000 Penalty: 2786.411377
	Iteration 25Q: 3 clusters Score -603605.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -603613.250000 Penalty: 2786.411377
	Iteration 26Q: 3 clusters Score -603613.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -603626.750000 Penalty: 2786.411377
	Iteration 27Q: 3 clusters Score -603626.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -603644.000000 Penalty: 2786.411377
	Iteration 28Q: 3 clusters Score -603644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -603657.250000 Penalty: 2786.411377
	Iteration 29Q: 3 clusters Score -603657.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -603668.250000 Penalty: 2786.411377
	Iteration 30Q: 3 clusters Score -603668.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -603677.625000 Penalty: 2786.411377
	Iteration 31Q: 3 clusters Score -603677.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -603684.625000 Penalty: 2786.411377
	Iteration 32Q: 3 clusters Score -603684.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -603689.812500 Penalty: 2786.411377
	Iteration 33Q: 3 clusters Score -603689.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -603696.687500 Penalty: 2786.411377
	Iteration 34Q: 3 clusters Score -603696.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -603701.562500 Penalty: 2786.411377
	Iteration 35Q: 3 clusters Score -603701.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -603708.625000 Penalty: 2786.411377
	Iteration 36Q: 3 clusters Score -603708.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -603713.250000 Penalty: 2786.411377
	Iteration 37Q: 3 clusters Score -603713.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -603716.625000 Penalty: 2786.411377
	Iteration 38Q: 3 clusters Score -603716.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -603718.500000 Penalty: 2786.411377
	Iteration 39Q: 3 clusters Score -603718.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -603721.250000 Penalty: 2786.411377
	Iteration 40F: 3 clusters Score -603721.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -603723.375000 Penalty: 2786.411377
	Iteration 41Q: 3 clusters Score -603723.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -603725.312500 Penalty: 2786.411377
	Iteration 42Q: 3 clusters Score -603725.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -603728.187500 Penalty: 2786.411377
	Iteration 43Q: 3 clusters Score -603728.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -603728.812500 Penalty: 2786.411377
	Iteration 44Q: 3 clusters Score -603728.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -603729.562500 Penalty: 2786.411377
	Iteration 45Q: 3 clusters Score -603729.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -603731.500000 Penalty: 2786.411377
	Iteration 46Q: 3 clusters Score -603731.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -603734.500000 Penalty: 2786.411377
	Iteration 47Q: 3 clusters Score -603734.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -603734.500000 Penalty: 2786.411377
	Iteration 48Q: 3 clusters Score -603734.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -603733.375000 Penalty: 2786.411377
	Iteration 49Q: 3 clusters Score -603733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -603734.312500 Penalty: 2786.411377
	Iteration 50Q: 3 clusters Score -603734.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -603734.750000 Penalty: 2786.411377
	Iteration 51Q: 3 clusters Score -603734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -603734.562500 Penalty: 2786.411377
	Iteration 52Q: 3 clusters Score -603734.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -603736.000000 Penalty: 2786.411377
	Iteration 53Q: 3 clusters Score -603736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -603736.625000 Penalty: 2786.411377
	Iteration 54Q: 3 clusters Score -603736.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -603737.250000 Penalty: 2786.411377
	Iteration 55Q: 3 clusters Score -603737.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -603737.062500 Penalty: 2786.411377
	Iteration 56Q: 3 clusters Score -603737.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -603737.000000 Penalty: 2786.411377
	Iteration 57Q: 3 clusters Score -603737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -603739.312500 Penalty: 2786.411377
	Iteration 58Q: 3 clusters Score -603739.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -603740.000000 Penalty: 2786.411377
	Iteration 59Q: 3 clusters Score -603740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -603742.187500 Penalty: 2786.411377
	Iteration 60F: 3 clusters Score -603742.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -603746.250000 Penalty: 2786.411377
	Iteration 61Q: 3 clusters Score -603746.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -603748.312500 Penalty: 2786.411377
	Iteration 62Q: 3 clusters Score -603748.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -603751.687500 Penalty: 2786.411377
	Iteration 63Q: 3 clusters Score -603751.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -603757.187500 Penalty: 2786.411377
	Iteration 64Q: 3 clusters Score -603757.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -603763.312500 Penalty: 2786.411377
	Iteration 65Q: 3 clusters Score -603763.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -603769.687500 Penalty: 2786.411377
	Iteration 66Q: 3 clusters Score -603769.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -603780.125000 Penalty: 2786.411377
	Iteration 67Q: 3 clusters Score -603780.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -603786.437500 Penalty: 2786.411377
	Iteration 68Q: 3 clusters Score -603786.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -603791.062500 Penalty: 2786.411377
	Iteration 69Q: 3 clusters Score -603791.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -603795.875000 Penalty: 2786.411377
	Iteration 70Q: 3 clusters Score -603795.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -603800.187500 Penalty: 2786.411377
	Iteration 71Q: 3 clusters Score -603800.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -603804.687500 Penalty: 2786.411377
	Iteration 72Q: 3 clusters Score -603804.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -603809.250000 Penalty: 2786.411377
	Iteration 73Q: 3 clusters Score -603809.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -603811.500000 Penalty: 2786.411377
	Iteration 74Q: 3 clusters Score -603811.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -603815.000000 Penalty: 2786.411377
	Iteration 75Q: 3 clusters Score -603815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -603820.500000 Penalty: 2786.411377
	Iteration 76Q: 3 clusters Score -603820.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -603823.875000 Penalty: 2786.411377
	Iteration 77Q: 3 clusters Score -603823.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -603826.812500 Penalty: 2786.411377
	Iteration 78Q: 3 clusters Score -603826.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -603829.312500 Penalty: 2786.411377
	Iteration 79Q: 3 clusters Score -603829.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -603833.000000 Penalty: 2786.411377
	Iteration 80F: 3 clusters Score -603833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -603834.187500 Penalty: 2786.411377
	Iteration 81Q: 3 clusters Score -603834.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -603835.937500 Penalty: 2786.411377
	Iteration 82Q: 3 clusters Score -603835.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -603838.375000 Penalty: 2786.411377
	Iteration 83Q: 3 clusters Score -603838.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -603840.937500 Penalty: 2786.411377
	Iteration 84Q: 3 clusters Score -603840.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -603842.312500 Penalty: 2786.411377
	Iteration 85Q: 3 clusters Score -603842.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -603844.375000 Penalty: 2786.411377
	Iteration 86Q: 3 clusters Score -603844.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -603846.062500 Penalty: 2786.411377
	Iteration 87Q: 3 clusters Score -603846.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -603848.875000 Penalty: 2786.411377
	Iteration 88Q: 3 clusters Score -603848.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -603851.687500 Penalty: 2786.411377
	Iteration 89Q: 3 clusters Score -603851.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -603852.312500 Penalty: 2786.411377
	Iteration 90Q: 3 clusters Score -603852.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -603853.875000 Penalty: 2786.411377
	Iteration 91Q: 3 clusters Score -603853.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -603856.875000 Penalty: 2786.411377
	Iteration 92Q: 3 clusters Score -603856.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -603858.812500 Penalty: 2786.411377
	Iteration 93Q: 3 clusters Score -603858.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -603861.125000 Penalty: 2786.411377
	Iteration 94Q: 3 clusters Score -603861.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -603865.937500 Penalty: 2786.411377
	Iteration 95Q: 3 clusters Score -603865.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -603866.500000 Penalty: 2786.411377
	Iteration 96Q: 3 clusters Score -603866.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -603867.875000 Penalty: 2786.411377
	Iteration 97Q: 3 clusters Score -603867.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -603871.812500 Penalty: 2786.411377
	Iteration 98Q: 3 clusters Score -603871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -603873.500000 Penalty: 2786.411377
	Iteration 99Q: 3 clusters Score -603873.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -603872.312500 Penalty: 2786.411377
	Iteration 100F: 3 clusters Score -603872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -603872.500000 Penalty: 2786.411377
	Iteration 101Q: 3 clusters Score -603872.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -603873.937500 Penalty: 2786.411377
	Iteration 102Q: 3 clusters Score -603873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -603873.562500 Penalty: 2786.411377
	Iteration 103Q: 3 clusters Score -603873.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -603876.312500 Penalty: 2786.411377
	Iteration 104Q: 3 clusters Score -603876.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -603877.187500 Penalty: 2786.411377
	Iteration 105Q: 3 clusters Score -603877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -603878.250000 Penalty: 2786.411377
	Iteration 106Q: 3 clusters Score -603878.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -603878.875000 Penalty: 2786.411377
	Iteration 107Q: 3 clusters Score -603878.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -603879.687500 Penalty: 2786.411377
	Iteration 108Q: 3 clusters Score -603879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -603879.687500 Penalty: 2786.411377
	Iteration 109Q: 3 clusters Score -603879.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -603879.687500 Penalty: 2786.411377
	Iteration 110F: 3 clusters Score -603879.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -23429.162109 Penalty: 909.743591
	Iteration 0F: 2 clusters Score -23429.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22829.980469 Penalty: 1819.487183
	Iteration 0F: 3 clusters Score -22829.98 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23199.906250 Penalty: 1819.487183
	Iteration 1F: 3 clusters Score -23199.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23432.746094 Penalty: 1819.487183
	Iteration 2F: 3 clusters Score -23432.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -23517.980469 Penalty: 1819.487183
	Iteration 3F: 3 clusters Score -23517.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -23536.878906 Penalty: 1819.487183
	Iteration 4Q: 3 clusters Score -23536.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -23539.142578 Penalty: 1819.487183
	Iteration 5Q: 3 clusters Score -23539.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -23540.650391 Penalty: 1819.487183
	Iteration 6Q: 3 clusters Score -23540.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -23540.650391 Penalty: 1819.487183
	Iteration 7F: 3 clusters Score -23540.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 135660 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 32448 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 26245 members 
Mstep: Class 7 contains 18012 members 
Mstep: Class 8 contains 102716 members 
Mstep: Class 9 contains 19244 members 
Mstep: Class 10 contains 32750 members 
Mstep: Class 11 contains 42931 members 
Mstep: Class 12 contains 14854 members 
Mstep: Class 13 contains 26011 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7115 members 
Mstep: Class 17 contains 14235 members 
Mstep: Class 18 contains 55385 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 6530 members 
Mstep: Class 21 contains 6128 members 
Mstep: Class 22 contains 27244 members 
Mstep: Class 23 contains 21255 members 
Mstep: Class 24 contains 119496 members 
Mstep: Class 25 contains 5290 members 
Mstep: Class 26 contains 184 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 4195 members 
Mstep: Class 29 contains 947 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26200 members 
Mstep: Class 32 contains 93827 members 
Mstep: Class 33 contains 3465 members 
Mstep: Class 34 contains 2222 members 
Mstep: Class 35 contains 4696 members 
Mstep: Class 36 contains 86 members 
Entering Unmasked Estep 
Score: -108938176.000000 Penalty: 80105.234375
Splitting cluster 26 changes total score from -108938776.000000 to -108938176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (5231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Entering Unmasked Estep 
Score: -660653.437500 Penalty: 1391.383179
	Iteration 0F: 2 clusters Score -660653.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -656472.750000 Penalty: 2782.766357
	Iteration 0F: 3 clusters Score -656472.8 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -657638.187500 Penalty: 2782.766357
	Iteration 1F: 3 clusters Score -657638.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -657816.937500 Penalty: 2782.766357
	Iteration 2F: 3 clusters Score -657816.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -657943.312500 Penalty: 2782.766357
	Iteration 3F: 3 clusters Score -657943.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -658037.375000 Penalty: 2782.766357
	Iteration 4Q: 3 clusters Score -658037.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -658120.687500 Penalty: 2782.766357
	Iteration 5Q: 3 clusters Score -658120.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -658198.250000 Penalty: 2782.766357
	Iteration 6Q: 3 clusters Score -658198.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -658270.500000 Penalty: 2782.766357
	Iteration 7Q: 3 clusters Score -658270.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -658345.750000 Penalty: 2782.766357
	Iteration 8Q: 3 clusters Score -658345.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -658446.000000 Penalty: 2782.766357
	Iteration 9Q: 3 clusters Score -658446 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -658555.312500 Penalty: 2782.766357
	Iteration 10Q: 3 clusters Score -658555.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -658661.312500 Penalty: 2782.766357
	Iteration 11Q: 3 clusters Score -658661.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -658783.812500 Penalty: 2782.766357
	Iteration 12Q: 3 clusters Score -658783.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -658897.750000 Penalty: 2782.766357
	Iteration 13Q: 3 clusters Score -658897.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -658999.812500 Penalty: 2782.766357
	Iteration 14Q: 3 clusters Score -658999.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -659111.437500 Penalty: 2782.766357
	Iteration 15Q: 3 clusters Score -659111.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -659176.062500 Penalty: 2782.766357
	Iteration 16Q: 3 clusters Score -659176.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -659219.875000 Penalty: 2782.766357
	Iteration 17Q: 3 clusters Score -659219.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -659250.250000 Penalty: 2782.766357
	Iteration 18Q: 3 clusters Score -659250.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -659288.812500 Penalty: 2782.766357
	Iteration 19Q: 3 clusters Score -659288.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -659320.250000 Penalty: 2782.766357
	Iteration 20F: 3 clusters Score -659320.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -659337.062500 Penalty: 2782.766357
	Iteration 21Q: 3 clusters Score -659337.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -659358.312500 Penalty: 2782.766357
	Iteration 22Q: 3 clusters Score -659358.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -659367.062500 Penalty: 2782.766357
	Iteration 23Q: 3 clusters Score -659367.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -659376.437500 Penalty: 2782.766357
	Iteration 24Q: 3 clusters Score -659376.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -659385.250000 Penalty: 2782.766357
	Iteration 25Q: 3 clusters Score -659385.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -659393.875000 Penalty: 2782.766357
	Iteration 26Q: 3 clusters Score -659393.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -659401.125000 Penalty: 2782.766357
	Iteration 27Q: 3 clusters Score -659401.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -659407.687500 Penalty: 2782.766357
	Iteration 28Q: 3 clusters Score -659407.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -659412.187500 Penalty: 2782.766357
	Iteration 29Q: 3 clusters Score -659412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -659416.687500 Penalty: 2782.766357
	Iteration 30Q: 3 clusters Score -659416.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -659422.187500 Penalty: 2782.766357
	Iteration 31Q: 3 clusters Score -659422.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -659428.437500 Penalty: 2782.766357
	Iteration 32Q: 3 clusters Score -659428.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -659433.500000 Penalty: 2782.766357
	Iteration 33Q: 3 clusters Score -659433.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -659435.500000 Penalty: 2782.766357
	Iteration 34Q: 3 clusters Score -659435.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -659436.062500 Penalty: 2782.766357
	Iteration 35Q: 3 clusters Score -659436.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -659439.000000 Penalty: 2782.766357
	Iteration 36Q: 3 clusters Score -659439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -659443.437500 Penalty: 2782.766357
	Iteration 37Q: 3 clusters Score -659443.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -659449.000000 Penalty: 2782.766357
	Iteration 38Q: 3 clusters Score -659449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -659452.062500 Penalty: 2782.766357
	Iteration 39Q: 3 clusters Score -659452.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -659452.062500 Penalty: 2782.766357
	Iteration 40F: 3 clusters Score -659452.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -509851.406250 Penalty: 1355.517944
	Iteration 0F: 2 clusters Score -509851.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -506343.343750 Penalty: 2711.035889
	Iteration 0F: 3 clusters Score -506343.3 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -507273.750000 Penalty: 2711.035889
	Iteration 1F: 3 clusters Score -507273.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -507471.781250 Penalty: 2711.035889
	Iteration 2F: 3 clusters Score -507471.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -507606.281250 Penalty: 2711.035889
	Iteration 3F: 3 clusters Score -507606.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -507698.437500 Penalty: 2711.035889
	Iteration 4Q: 3 clusters Score -507698.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -507763.906250 Penalty: 2711.035889
	Iteration 5Q: 3 clusters Score -507763.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -507829.718750 Penalty: 2711.035889
	Iteration 6Q: 3 clusters Score -507829.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -507875.812500 Penalty: 2711.035889
	Iteration 7Q: 3 clusters Score -507875.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -507917.343750 Penalty: 2711.035889
	Iteration 8Q: 3 clusters Score -507917.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -507966.531250 Penalty: 2711.035889
	Iteration 9Q: 3 clusters Score -507966.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -508019.468750 Penalty: 2711.035889
	Iteration 10Q: 3 clusters Score -508019.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -508065.750000 Penalty: 2711.035889
	Iteration 11Q: 3 clusters Score -508065.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -508127.250000 Penalty: 2711.035889
	Iteration 12Q: 3 clusters Score -508127.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -508204.156250 Penalty: 2711.035889
	Iteration 13Q: 3 clusters Score -508204.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -508284.843750 Penalty: 2711.035889
	Iteration 14Q: 3 clusters Score -508284.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -508385.875000 Penalty: 2711.035889
	Iteration 15Q: 3 clusters Score -508385.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -508461.812500 Penalty: 2711.035889
	Iteration 16Q: 3 clusters Score -508461.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -508533.062500 Penalty: 2711.035889
	Iteration 17Q: 3 clusters Score -508533.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -508593.531250 Penalty: 2711.035889
	Iteration 18Q: 3 clusters Score -508593.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -508645.531250 Penalty: 2711.035889
	Iteration 19Q: 3 clusters Score -508645.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -508701.437500 Penalty: 2711.035889
	Iteration 20F: 3 clusters Score -508701.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -508742.656250 Penalty: 2711.035889
	Iteration 21Q: 3 clusters Score -508742.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -508781.312500 Penalty: 2711.035889
	Iteration 22Q: 3 clusters Score -508781.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -508818.250000 Penalty: 2711.035889
	Iteration 23Q: 3 clusters Score -508818.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -508865.093750 Penalty: 2711.035889
	Iteration 24Q: 3 clusters Score -508865.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -508921.437500 Penalty: 2711.035889
	Iteration 25Q: 3 clusters Score -508921.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -508971.656250 Penalty: 2711.035889
	Iteration 26Q: 3 clusters Score -508971.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -508997.625000 Penalty: 2711.035889
	Iteration 27Q: 3 clusters Score -508997.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -509014.031250 Penalty: 2711.035889
	Iteration 28Q: 3 clusters Score -509014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -509030.843750 Penalty: 2711.035889
	Iteration 29Q: 3 clusters Score -509030.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -509045.437500 Penalty: 2711.035889
	Iteration 30Q: 3 clusters Score -509045.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -509058.437500 Penalty: 2711.035889
	Iteration 31Q: 3 clusters Score -509058.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -509069.625000 Penalty: 2711.035889
	Iteration 32Q: 3 clusters Score -509069.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -509077.937500 Penalty: 2711.035889
	Iteration 33Q: 3 clusters Score -509077.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -509084.250000 Penalty: 2711.035889
	Iteration 34Q: 3 clusters Score -509084.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -509092.625000 Penalty: 2711.035889
	Iteration 35Q: 3 clusters Score -509092.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -509098.531250 Penalty: 2711.035889
	Iteration 36Q: 3 clusters Score -509098.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -509106.281250 Penalty: 2711.035889
	Iteration 37Q: 3 clusters Score -509106.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -509112.187500 Penalty: 2711.035889
	Iteration 38Q: 3 clusters Score -509112.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -509121.281250 Penalty: 2711.035889
	Iteration 39Q: 3 clusters Score -509121.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -509131.687500 Penalty: 2711.035889
	Iteration 40F: 3 clusters Score -509131.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -509141.875000 Penalty: 2711.035889
	Iteration 41Q: 3 clusters Score -509141.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -509150.375000 Penalty: 2711.035889
	Iteration 42Q: 3 clusters Score -509150.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -509158.062500 Penalty: 2711.035889
	Iteration 43Q: 3 clusters Score -509158.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -509165.343750 Penalty: 2711.035889
	Iteration 44Q: 3 clusters Score -509165.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -509171.156250 Penalty: 2711.035889
	Iteration 45Q: 3 clusters Score -509171.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -509176.156250 Penalty: 2711.035889
	Iteration 46Q: 3 clusters Score -509176.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -509183.031250 Penalty: 2711.035889
	Iteration 47Q: 3 clusters Score -509183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -509191.187500 Penalty: 2711.035889
	Iteration 48Q: 3 clusters Score -509191.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -509196.687500 Penalty: 2711.035889
	Iteration 49Q: 3 clusters Score -509196.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -509199.375000 Penalty: 2711.035889
	Iteration 50Q: 3 clusters Score -509199.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -509200.281250 Penalty: 2711.035889
	Iteration 51Q: 3 clusters Score -509200.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -509200.562500 Penalty: 2711.035889
	Iteration 52Q: 3 clusters Score -509200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -509200.843750 Penalty: 2711.035889
	Iteration 53Q: 3 clusters Score -509200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -509200.843750 Penalty: 2711.035889
	Iteration 54F: 3 clusters Score -509200.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -106686.968750 Penalty: 1113.661133
	Iteration 0F: 2 clusters Score -106687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105287.601562 Penalty: 2227.322266
	Iteration 0F: 3 clusters Score -105287.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105579.351562 Penalty: 2227.322266
	Iteration 1F: 3 clusters Score -105579.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105662.796875 Penalty: 2227.322266
	Iteration 2F: 3 clusters Score -105662.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105733.968750 Penalty: 2227.322266
	Iteration 3Q: 3 clusters Score -105734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -105780.742188 Penalty: 2227.322266
	Iteration 4Q: 3 clusters Score -105780.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105828.296875 Penalty: 2227.322266
	Iteration 5Q: 3 clusters Score -105828.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -105867.773438 Penalty: 2227.322266
	Iteration 6Q: 3 clusters Score -105867.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -105899.953125 Penalty: 2227.322266
	Iteration 7Q: 3 clusters Score -105900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -105931.882812 Penalty: 2227.322266
	Iteration 8Q: 3 clusters Score -105931.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -105950.906250 Penalty: 2227.322266
	Iteration 9Q: 3 clusters Score -105950.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -105964.468750 Penalty: 2227.322266
	Iteration 10Q: 3 clusters Score -105964.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -105978.062500 Penalty: 2227.322266
	Iteration 11Q: 3 clusters Score -105978.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -105990.703125 Penalty: 2227.322266
	Iteration 12Q: 3 clusters Score -105990.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -105999.679688 Penalty: 2227.322266
	Iteration 13Q: 3 clusters Score -105999.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106006.609375 Penalty: 2227.322266
	Iteration 14Q: 3 clusters Score -106006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -106012.039062 Penalty: 2227.322266
	Iteration 15Q: 3 clusters Score -106012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106013.671875 Penalty: 2227.322266
	Iteration 16Q: 3 clusters Score -106013.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106016.328125 Penalty: 2227.322266
	Iteration 17Q: 3 clusters Score -106016.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106018.750000 Penalty: 2227.322266
	Iteration 18Q: 3 clusters Score -106018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -106022.437500 Penalty: 2227.322266
	Iteration 19Q: 3 clusters Score -106022.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -106023.046875 Penalty: 2227.322266
	Iteration 20F: 3 clusters Score -106023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -106028.140625 Penalty: 2227.322266
	Iteration 21Q: 3 clusters Score -106028.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -106033.054688 Penalty: 2227.322266
	Iteration 22Q: 3 clusters Score -106033.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -106037.281250 Penalty: 2227.322266
	Iteration 23Q: 3 clusters Score -106037.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -106038.953125 Penalty: 2227.322266
	Iteration 24Q: 3 clusters Score -106039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -106039.585938 Penalty: 2227.322266
	Iteration 25Q: 3 clusters Score -106039.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -106039.585938 Penalty: 2227.322266
	Iteration 26F: 3 clusters Score -106039.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -22504.503906 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -22504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21786.308594 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -21786.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21871.707031 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -21871.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21895.488281 Penalty: 1740.890625
	Iteration 2Q: 3 clusters Score -21895.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21902.417969 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -21902.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21902.417969 Penalty: 1740.890625
	Iteration 4F: 3 clusters Score -21902.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Entering Unmasked Estep 
Score: -3319899.250000 Penalty: 1653.196045
	Iteration 0F: 2 clusters Score -3319899 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 13204 members 
Entering Unmasked Estep 
Score: -3302316.000000 Penalty: 3306.392090
	Iteration 0F: 3 clusters Score -3302316 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3308949.750000 Penalty: 3306.392090
	Iteration 1F: 3 clusters Score -3308950 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3309333.750000 Penalty: 3306.392090
	Iteration 2Q: 3 clusters Score -3309334 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3309731.250000 Penalty: 3306.392090
	Iteration 3Q: 3 clusters Score -3309731 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3310220.250000 Penalty: 3306.392090
	Iteration 4Q: 3 clusters Score -3310220 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3310904.500000 Penalty: 3306.392090
	Iteration 5F: 3 clusters Score -3310904 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3311897.250000 Penalty: 3306.392090
	Iteration 6F: 3 clusters Score -3311897 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -3313110.750000 Penalty: 3306.392090
	Iteration 7F: 3 clusters Score -3313111 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -3314405.500000 Penalty: 3306.392090
	Iteration 8F: 3 clusters Score -3314406 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3315648.250000 Penalty: 3306.392090
	Iteration 9F: 3 clusters Score -3315648 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3316603.750000 Penalty: 3306.392090
	Iteration 10Q: 3 clusters Score -3316604 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3317293.250000 Penalty: 3306.392090
	Iteration 11Q: 3 clusters Score -3317293 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3317693.750000 Penalty: 3306.392090
	Iteration 12Q: 3 clusters Score -3317694 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3317926.250000 Penalty: 3306.392090
	Iteration 13Q: 3 clusters Score -3317926 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3318112.250000 Penalty: 3306.392090
	Iteration 14Q: 3 clusters Score -3318112 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3318220.750000 Penalty: 3306.392090
	Iteration 15Q: 3 clusters Score -3318221 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3318295.250000 Penalty: 3306.392090
	Iteration 16Q: 3 clusters Score -3318295 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3318351.750000 Penalty: 3306.392090
	Iteration 17Q: 3 clusters Score -3318352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3318384.000000 Penalty: 3306.392090
	Iteration 18Q: 3 clusters Score -3318384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3318415.500000 Penalty: 3306.392090
	Iteration 19Q: 3 clusters Score -3318416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3318442.250000 Penalty: 3306.392090
	Iteration 20F: 3 clusters Score -3318442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3318450.750000 Penalty: 3306.392090
	Iteration 21Q: 3 clusters Score -3318451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3318455.750000 Penalty: 3306.392090
	Iteration 22Q: 3 clusters Score -3318456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -3318464.750000 Penalty: 3306.392090
	Iteration 23Q: 3 clusters Score -3318465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -3318478.000000 Penalty: 3306.392090
	Iteration 24Q: 3 clusters Score -3318478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3318480.750000 Penalty: 3306.392090
	Iteration 25Q: 3 clusters Score -3318481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -3318500.250000 Penalty: 3306.392090
	Iteration 26Q: 3 clusters Score -3318500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3318513.500000 Penalty: 3306.392090
	Iteration 27Q: 3 clusters Score -3318514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3318522.000000 Penalty: 3306.392090
	Iteration 28Q: 3 clusters Score -3318522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -3318525.500000 Penalty: 3306.392090
	Iteration 29Q: 3 clusters Score -3318526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3318525.000000 Penalty: 3306.392090
	Iteration 30Q: 3 clusters Score -3318525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -3318533.500000 Penalty: 3306.392090
	Iteration 31Q: 3 clusters Score -3318534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3318536.500000 Penalty: 3306.392090
	Iteration 32Q: 3 clusters Score -3318536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3318537.500000 Penalty: 3306.392090
	Iteration 33Q: 3 clusters Score -3318538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3318538.750000 Penalty: 3306.392090
	Iteration 34Q: 3 clusters Score -3318539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -3318538.250000 Penalty: 3306.392090
	Iteration 35Q: 3 clusters Score -3318538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3318538.750000 Penalty: 3306.392090
	Iteration 36Q: 3 clusters Score -3318539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3318542.000000 Penalty: 3306.392090
	Iteration 37Q: 3 clusters Score -3318542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3318544.000000 Penalty: 3306.392090
	Iteration 38Q: 3 clusters Score -3318544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -3318546.000000 Penalty: 3306.392090
	Iteration 39Q: 3 clusters Score -3318546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3318546.000000 Penalty: 3306.392090
	Iteration 40F: 3 clusters Score -3318546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (93827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93827 members 
Entering Unmasked Estep 
Score: -12005895.000000 Penalty: 1860.496338
	Iteration 0F: 2 clusters Score -1.20059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -11944424.000000 Penalty: 3720.992676
	Iteration 0F: 3 clusters Score -1.194442e+07 nChanged 44631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -11970134.000000 Penalty: 3720.992676
	Iteration 1F: 3 clusters Score -1.197013e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -11971096.000000 Penalty: 3720.992676
	Iteration 2Q: 3 clusters Score -1.19711e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -11972591.000000 Penalty: 3720.992676
	Iteration 3Q: 3 clusters Score -1.197259e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61372 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -11975436.000000 Penalty: 3720.992676
	Iteration 4F: 3 clusters Score -1.197544e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -11980880.000000 Penalty: 3720.992676
	Iteration 5F: 3 clusters Score -1.198088e+07 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77770 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -11988729.000000 Penalty: 3720.992676
	Iteration 6F: 3 clusters Score -1.198873e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86074 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -11996780.000000 Penalty: 3720.992676
	Iteration 7F: 3 clusters Score -1.199678e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91201 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -12001918.000000 Penalty: 3720.992676
	Iteration 8F: 3 clusters Score -1.200192e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -12003640.000000 Penalty: 3720.992676
	Iteration 9Q: 3 clusters Score -1.200364e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -12004116.000000 Penalty: 3720.992676
	Iteration 10Q: 3 clusters Score -1.200412e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12004253.000000 Penalty: 3720.992676
	Iteration 11Q: 3 clusters Score -1.200425e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93634 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12004317.000000 Penalty: 3720.992676
	Iteration 12Q: 3 clusters Score -1.200432e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12004354.000000 Penalty: 3720.992676
	Iteration 13Q: 3 clusters Score -1.200435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93655 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12004364.000000 Penalty: 3720.992676
	Iteration 14Q: 3 clusters Score -1.200436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93657 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12004382.000000 Penalty: 3720.992676
	Iteration 15Q: 3 clusters Score -1.200438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12004390.000000 Penalty: 3720.992676
	Iteration 16Q: 3 clusters Score -1.200439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93658 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12004403.000000 Penalty: 3720.992676
	Iteration 17Q: 3 clusters Score -1.20044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93660 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12004401.000000 Penalty: 3720.992676
	Iteration 18Q: 3 clusters Score -1.20044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93663 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12004398.000000 Penalty: 3720.992676
	Iteration 19Q: 3 clusters Score -1.20044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93663 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12004409.000000 Penalty: 3720.992676
	Iteration 20F: 3 clusters Score -1.200441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Entering Unmasked Estep 
Score: -432968.281250 Penalty: 1324.451050
	Iteration 0F: 2 clusters Score -432968.3 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 1726 members 
Entering Unmasked Estep 
Score: -429983.437500 Penalty: 2648.902100
	Iteration 0F: 3 clusters Score -429983.4 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -430733.375000 Penalty: 2648.902100
	Iteration 1F: 3 clusters Score -430733.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -430934.500000 Penalty: 2648.902100
	Iteration 2F: 3 clusters Score -430934.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -431051.718750 Penalty: 2648.902100
	Iteration 3F: 3 clusters Score -431051.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -431143.406250 Penalty: 2648.902100
	Iteration 4Q: 3 clusters Score -431143.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -431240.406250 Penalty: 2648.902100
	Iteration 5Q: 3 clusters Score -431240.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -431338.656250 Penalty: 2648.902100
	Iteration 6Q: 3 clusters Score -431338.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -431441.406250 Penalty: 2648.902100
	Iteration 7Q: 3 clusters Score -431441.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -431540.562500 Penalty: 2648.902100
	Iteration 8Q: 3 clusters Score -431540.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -431642.312500 Penalty: 2648.902100
	Iteration 9Q: 3 clusters Score -431642.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -431721.656250 Penalty: 2648.902100
	Iteration 10Q: 3 clusters Score -431721.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -431801.250000 Penalty: 2648.902100
	Iteration 11Q: 3 clusters Score -431801.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -431864.187500 Penalty: 2648.902100
	Iteration 12Q: 3 clusters Score -431864.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -431905.156250 Penalty: 2648.902100
	Iteration 13Q: 3 clusters Score -431905.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -431936.906250 Penalty: 2648.902100
	Iteration 14Q: 3 clusters Score -431936.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -431982.375000 Penalty: 2648.902100
	Iteration 15Q: 3 clusters Score -431982.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -432034.406250 Penalty: 2648.902100
	Iteration 16Q: 3 clusters Score -432034.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -432075.187500 Penalty: 2648.902100
	Iteration 17Q: 3 clusters Score -432075.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -432092.031250 Penalty: 2648.902100
	Iteration 18Q: 3 clusters Score -432092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -432108.968750 Penalty: 2648.902100
	Iteration 19Q: 3 clusters Score -432109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -432120.718750 Penalty: 2648.902100
	Iteration 20F: 3 clusters Score -432120.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -432127.843750 Penalty: 2648.902100
	Iteration 21Q: 3 clusters Score -432127.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -432132.656250 Penalty: 2648.902100
	Iteration 22Q: 3 clusters Score -432132.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -432137.718750 Penalty: 2648.902100
	Iteration 23Q: 3 clusters Score -432137.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -432143.312500 Penalty: 2648.902100
	Iteration 24Q: 3 clusters Score -432143.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -432146.625000 Penalty: 2648.902100
	Iteration 25Q: 3 clusters Score -432146.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -432149.531250 Penalty: 2648.902100
	Iteration 26Q: 3 clusters Score -432149.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -432151.031250 Penalty: 2648.902100
	Iteration 27Q: 3 clusters Score -432151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -432152.625000 Penalty: 2648.902100
	Iteration 28Q: 3 clusters Score -432152.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -432154.687500 Penalty: 2648.902100
	Iteration 29Q: 3 clusters Score -432154.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -432156.312500 Penalty: 2648.902100
	Iteration 30Q: 3 clusters Score -432156.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -432156.343750 Penalty: 2648.902100
	Iteration 31Q: 3 clusters Score -432156.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -432156.781250 Penalty: 2648.902100
	Iteration 32Q: 3 clusters Score -432156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -432156.781250 Penalty: 2648.902100
	Iteration 33Q: 3 clusters Score -432156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -432157.500000 Penalty: 2648.902100
	Iteration 34Q: 3 clusters Score -432157.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -432157.500000 Penalty: 2648.902100
	Iteration 35F: 3 clusters Score -432157.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 135660 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 32448 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 26245 members 
Mstep: Class 7 contains 18012 members 
Mstep: Class 8 contains 102716 members 
Mstep: Class 9 contains 19244 members 
Mstep: Class 10 contains 32750 members 
Mstep: Class 11 contains 42931 members 
Mstep: Class 12 contains 14854 members 
Mstep: Class 13 contains 26011 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7115 members 
Mstep: Class 17 contains 14235 members 
Mstep: Class 18 contains 55385 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 6530 members 
Mstep: Class 21 contains 6128 members 
Mstep: Class 22 contains 27244 members 
Mstep: Class 23 contains 21255 members 
Mstep: Class 24 contains 119496 members 
Mstep: Class 25 contains 5290 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 4195 members 
Mstep: Class 29 contains 947 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26200 members 
Mstep: Class 32 contains 93827 members 
Mstep: Class 33 contains 3465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108940296.000000 Penalty: 77880.085938
Iteration 79Q: 36 clusters Score -1.089403e+08 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 135398 members 
Mstep: Class 3 contains 9697 members 
Mstep: Class 4 contains 32466 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 6 contains 26339 members 
Mstep: Class 7 contains 17946 members 
Mstep: Class 8 contains 102954 members 
Mstep: Class 9 contains 19196 members 
Mstep: Class 10 contains 32651 members 
Mstep: Class 11 contains 42799 members 
Mstep: Class 12 contains 15343 members 
Mstep: Class 13 contains 26046 members 
Mstep: Class 14 contains 14029 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7118 members 
Mstep: Class 17 contains 14507 members 
Mstep: Class 18 contains 54934 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 6533 members 
Mstep: Class 21 contains 6166 members 
Mstep: Class 22 contains 27197 members 
Mstep: Class 23 contains 21354 members 
Mstep: Class 24 contains 119827 members 
Mstep: Class 25 contains 5294 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 5162 members 
Mstep: Class 28 contains 4202 members 
Mstep: Class 29 contains 947 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26411 members 
Mstep: Class 32 contains 93280 members 
Mstep: Class 33 contains 3468 members 
Mstep: Class 34 contains 2209 members 
Mstep: Class 35 contains 4667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108943088.000000 Penalty: 77880.085938
Iteration 80F: 36 clusters Score -1.089431e+08 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 135198 members 
Mstep: Class 3 contains 9662 members 
Mstep: Class 4 contains 32517 members 
Mstep: Class 5 contains 199 members 
Mstep: Class 6 contains 26441 members 
Mstep: Class 7 contains 17930 members 
Mstep: Class 8 contains 103226 members 
Mstep: Class 9 contains 19163 members 
Mstep: Class 10 contains 32572 members 
Mstep: Class 11 contains 42691 members 
Mstep: Class 12 contains 15565 members 
Mstep: Class 13 contains 26084 members 
Mstep: Class 14 contains 13981 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 7121 members 
Mstep: Class 17 contains 14436 members 
Mstep: Class 18 contains 54500 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6533 members 
Mstep: Class 21 contains 6033 members 
Mstep: Class 22 contains 27143 members 
Mstep: Class 23 contains 21509 members 
Mstep: Class 24 contains 120113 members 
Mstep: Class 25 contains 5296 members 
Mstep: Class 26 contains 269 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 4209 members 
Mstep: Class 29 contains 948 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26621 members 
Mstep: Class 32 contains 92776 members 
Mstep: Class 33 contains 3477 members 
Mstep: Class 34 contains 2444 members 
Mstep: Class 35 contains 4883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944616.000000 Penalty: 77880.085938
Iteration 81Q: 36 clusters Score -1.089446e+08 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 135120 members 
Mstep: Class 3 contains 9633 members 
Mstep: Class 4 contains 32588 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 26553 members 
Mstep: Class 7 contains 17901 members 
Mstep: Class 8 contains 103467 members 
Mstep: Class 9 contains 19120 members 
Mstep: Class 10 contains 32479 members 
Mstep: Class 11 contains 42588 members 
Mstep: Class 12 contains 15759 members 
Mstep: Class 13 contains 26133 members 
Mstep: Class 14 contains 13951 members 
Mstep: Class 15 contains 200 members 
Mstep: Class 16 contains 7113 members 
Mstep: Class 17 contains 14308 members 
Mstep: Class 18 contains 54098 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6529 members 
Mstep: Class 21 contains 5976 members 
Mstep: Class 22 contains 27117 members 
Mstep: Class 23 contains 21641 members 
Mstep: Class 24 contains 120353 members 
Mstep: Class 25 contains 5309 members 
Mstep: Class 26 contains 269 members 
Mstep: Class 27 contains 5027 members 
Mstep: Class 28 contains 4208 members 
Mstep: Class 29 contains 948 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 26868 members 
Mstep: Class 32 contains 92263 members 
Mstep: Class 33 contains 3486 members 
Mstep: Class 34 contains 2622 members 
Mstep: Class 35 contains 5015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944952.000000 Penalty: 77880.085938
Iteration 82Q: 36 clusters Score -1.08945e+08 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 135085 members 
Mstep: Class 3 contains 9589 members 
Mstep: Class 4 contains 32658 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 26645 members 
Mstep: Class 7 contains 17910 members 
Mstep: Class 8 contains 103682 members 
Mstep: Class 9 contains 19091 members 
Mstep: Class 10 contains 32375 members 
Mstep: Class 11 contains 42492 members 
Mstep: Class 12 contains 15876 members 
Mstep: Class 13 contains 26170 members 
Mstep: Class 14 contains 13922 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7105 members 
Mstep: Class 17 contains 14198 members 
Mstep: Class 18 contains 53679 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6527 members 
Mstep: Class 21 contains 5949 members 
Mstep: Class 22 contains 27091 members 
Mstep: Class 23 contains 21746 members 
Mstep: Class 24 contains 120657 members 
Mstep: Class 25 contains 5317 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 4991 members 
Mstep: Class 28 contains 4211 members 
Mstep: Class 29 contains 949 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 27114 members 
Mstep: Class 32 contains 91815 members 
Mstep: Class 33 contains 3492 members 
Mstep: Class 34 contains 2759 members 
Mstep: Class 35 contains 5091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944752.000000 Penalty: 77880.085938
Iteration 83Q: 36 clusters Score -1.089448e+08 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 135093 members 
Mstep: Class 3 contains 9566 members 
Mstep: Class 4 contains 32732 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 26717 members 
Mstep: Class 7 contains 17936 members 
Mstep: Class 8 contains 103896 members 
Mstep: Class 9 contains 19063 members 
Mstep: Class 10 contains 32276 members 
Mstep: Class 11 contains 42410 members 
Mstep: Class 12 contains 16003 members 
Mstep: Class 13 contains 26208 members 
Mstep: Class 14 contains 13892 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7106 members 
Mstep: Class 17 contains 14098 members 
Mstep: Class 18 contains 53274 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 6523 members 
Mstep: Class 21 contains 5936 members 
Mstep: Class 22 contains 27076 members 
Mstep: Class 23 contains 21828 members 
Mstep: Class 24 contains 120891 members 
Mstep: Class 25 contains 5316 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 4955 members 
Mstep: Class 28 contains 4211 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 27367 members 
Mstep: Class 32 contains 91372 members 
Mstep: Class 33 contains 3493 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944736.000000 Penalty: 77880.085938
Iteration 84Q: 36 clusters Score -1.089447e+08 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 135162 members 
Mstep: Class 3 contains 9532 members 
Mstep: Class 4 contains 32828 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 26779 members 
Mstep: Class 7 contains 17960 members 
Mstep: Class 8 contains 104144 members 
Mstep: Class 9 contains 19062 members 
Mstep: Class 10 contains 32192 members 
Mstep: Class 11 contains 42305 members 
Mstep: Class 12 contains 16091 members 
Mstep: Class 13 contains 26231 members 
Mstep: Class 14 contains 13860 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7106 members 
Mstep: Class 17 contains 14010 members 
Mstep: Class 18 contains 52858 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 6519 members 
Mstep: Class 21 contains 5925 members 
Mstep: Class 22 contains 27060 members 
Mstep: Class 23 contains 21911 members 
Mstep: Class 24 contains 121073 members 
Mstep: Class 25 contains 5319 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 4918 members 
Mstep: Class 28 contains 4209 members 
Mstep: Class 29 contains 951 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 27606 members 
Mstep: Class 32 contains 90964 members 
Mstep: Class 33 contains 3489 members 
Mstep: Class 34 contains 2975 members 
Mstep: Class 35 contains 5196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944800.000000 Penalty: 77880.085938
Iteration 85Q: 36 clusters Score -1.089448e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 135225 members 
Mstep: Class 3 contains 9500 members 
Mstep: Class 4 contains 32939 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 26837 members 
Mstep: Class 7 contains 17987 members 
Mstep: Class 8 contains 104357 members 
Mstep: Class 9 contains 19043 members 
Mstep: Class 10 contains 32102 members 
Mstep: Class 11 contains 42200 members 
Mstep: Class 12 contains 16151 members 
Mstep: Class 13 contains 26245 members 
Mstep: Class 14 contains 13845 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7104 members 
Mstep: Class 17 contains 13903 members 
Mstep: Class 18 contains 52490 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 6517 members 
Mstep: Class 21 contains 5920 members 
Mstep: Class 22 contains 27047 members 
Mstep: Class 23 contains 21989 members 
Mstep: Class 24 contains 121249 members 
Mstep: Class 25 contains 5325 members 
Mstep: Class 26 contains 270 members 
Mstep: Class 27 contains 4884 members 
Mstep: Class 28 contains 4207 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 27859 members 
Mstep: Class 32 contains 90558 members 
Mstep: Class 33 contains 3492 members 
Mstep: Class 34 contains 3086 members 
Mstep: Class 35 contains 5237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945104.000000 Penalty: 77880.085938
Iteration 86Q: 36 clusters Score -1.089451e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 135304 members 
Mstep: Class 3 contains 9470 members 
Mstep: Class 4 contains 33026 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 26916 members 
Mstep: Class 7 contains 18003 members 
Mstep: Class 8 contains 104547 members 
Mstep: Class 9 contains 19012 members 
Mstep: Class 10 contains 32001 members 
Mstep: Class 11 contains 42110 members 
Mstep: Class 12 contains 16205 members 
Mstep: Class 13 contains 26269 members 
Mstep: Class 14 contains 13844 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7099 members 
Mstep: Class 17 contains 13802 members 
Mstep: Class 18 contains 52131 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 6515 members 
Mstep: Class 21 contains 5922 members 
Mstep: Class 22 contains 27033 members 
Mstep: Class 23 contains 22042 members 
Mstep: Class 24 contains 121414 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 4867 members 
Mstep: Class 28 contains 4207 members 
Mstep: Class 29 contains 951 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 28131 members 
Mstep: Class 32 contains 90166 members 
Mstep: Class 33 contains 3492 members 
Mstep: Class 34 contains 3189 members 
Mstep: Class 35 contains 5259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945008.000000 Penalty: 77880.085938
Iteration 87Q: 36 clusters Score -1.08945e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 135380 members 
Mstep: Class 3 contains 9437 members 
Mstep: Class 4 contains 33124 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 27004 members 
Mstep: Class 7 contains 18018 members 
Mstep: Class 8 contains 104749 members 
Mstep: Class 9 contains 18974 members 
Mstep: Class 10 contains 31925 members 
Mstep: Class 11 contains 42037 members 
Mstep: Class 12 contains 16249 members 
Mstep: Class 13 contains 26292 members 
Mstep: Class 14 contains 13824 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7095 members 
Mstep: Class 17 contains 13698 members 
Mstep: Class 18 contains 51784 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6511 members 
Mstep: Class 21 contains 5925 members 
Mstep: Class 22 contains 27015 members 
Mstep: Class 23 contains 22083 members 
Mstep: Class 24 contains 121557 members 
Mstep: Class 25 contains 5333 members 
Mstep: Class 26 contains 272 members 
Mstep: Class 27 contains 4850 members 
Mstep: Class 28 contains 4206 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 28408 members 
Mstep: Class 32 contains 89780 members 
Mstep: Class 33 contains 3493 members 
Mstep: Class 34 contains 3286 members 
Mstep: Class 35 contains 5275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945024.000000 Penalty: 77880.085938
Iteration 88Q: 36 clusters Score -1.08945e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 135452 members 
Mstep: Class 3 contains 9406 members 
Mstep: Class 4 contains 33210 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 27105 members 
Mstep: Class 7 contains 18026 members 
Mstep: Class 8 contains 104951 members 
Mstep: Class 9 contains 18951 members 
Mstep: Class 10 contains 31831 members 
Mstep: Class 11 contains 41960 members 
Mstep: Class 12 contains 16287 members 
Mstep: Class 13 contains 26307 members 
Mstep: Class 14 contains 13809 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7093 members 
Mstep: Class 17 contains 13622 members 
Mstep: Class 18 contains 51445 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6508 members 
Mstep: Class 21 contains 5925 members 
Mstep: Class 22 contains 26999 members 
Mstep: Class 23 contains 22111 members 
Mstep: Class 24 contains 121715 members 
Mstep: Class 25 contains 5339 members 
Mstep: Class 26 contains 272 members 
Mstep: Class 27 contains 4838 members 
Mstep: Class 28 contains 4210 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 28680 members 
Mstep: Class 32 contains 89404 members 
Mstep: Class 33 contains 3495 members 
Mstep: Class 34 contains 3356 members 
Mstep: Class 35 contains 5281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945024.000000 Penalty: 77880.085938
Iteration 89Q: 36 clusters Score -1.08945e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 135508 members 
Mstep: Class 3 contains 9366 members 
Mstep: Class 4 contains 33284 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 27179 members 
Mstep: Class 7 contains 18033 members 
Mstep: Class 8 contains 105178 members 
Mstep: Class 9 contains 18930 members 
Mstep: Class 10 contains 31736 members 
Mstep: Class 11 contains 41899 members 
Mstep: Class 12 contains 16317 members 
Mstep: Class 13 contains 26319 members 
Mstep: Class 14 contains 13805 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7092 members 
Mstep: Class 17 contains 13573 members 
Mstep: Class 18 contains 51135 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6503 members 
Mstep: Class 21 contains 5934 members 
Mstep: Class 22 contains 26984 members 
Mstep: Class 23 contains 22134 members 
Mstep: Class 24 contains 121824 members 
Mstep: Class 25 contains 5343 members 
Mstep: Class 26 contains 272 members 
Mstep: Class 27 contains 4826 members 
Mstep: Class 28 contains 4213 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 28955 members 
Mstep: Class 32 contains 89068 members 
Mstep: Class 33 contains 3495 members 
Mstep: Class 34 contains 3426 members 
Mstep: Class 35 contains 5279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944912.000000 Penalty: 77880.085938
Iteration 90Q: 36 clusters Score -1.089449e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 135583 members 
Mstep: Class 3 contains 9334 members 
Mstep: Class 4 contains 33379 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 27256 members 
Mstep: Class 7 contains 18049 members 
Mstep: Class 8 contains 105420 members 
Mstep: Class 9 contains 18924 members 
Mstep: Class 10 contains 31629 members 
Mstep: Class 11 contains 41846 members 
Mstep: Class 12 contains 16329 members 
Mstep: Class 13 contains 26322 members 
Mstep: Class 14 contains 13798 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7094 members 
Mstep: Class 17 contains 13519 members 
Mstep: Class 18 contains 50837 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6503 members 
Mstep: Class 21 contains 5939 members 
Mstep: Class 22 contains 26970 members 
Mstep: Class 23 contains 22158 members 
Mstep: Class 24 contains 121881 members 
Mstep: Class 25 contains 5345 members 
Mstep: Class 26 contains 272 members 
Mstep: Class 27 contains 4822 members 
Mstep: Class 28 contains 4212 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 29235 members 
Mstep: Class 32 contains 88699 members 
Mstep: Class 33 contains 3495 members 
Mstep: Class 34 contains 3490 members 
Mstep: Class 35 contains 5281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944608.000000 Penalty: 77880.085938
Iteration 91Q: 36 clusters Score -1.089446e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 135638 members 
Mstep: Class 3 contains 9300 members 
Mstep: Class 4 contains 33454 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 27322 members 
Mstep: Class 7 contains 18056 members 
Mstep: Class 8 contains 105635 members 
Mstep: Class 9 contains 18913 members 
Mstep: Class 10 contains 31533 members 
Mstep: Class 11 contains 41804 members 
Mstep: Class 12 contains 16342 members 
Mstep: Class 13 contains 26324 members 
Mstep: Class 14 contains 13798 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7096 members 
Mstep: Class 17 contains 13484 members 
Mstep: Class 18 contains 50543 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6496 members 
Mstep: Class 21 contains 5944 members 
Mstep: Class 22 contains 26951 members 
Mstep: Class 23 contains 22177 members 
Mstep: Class 24 contains 121963 members 
Mstep: Class 25 contains 5352 members 
Mstep: Class 26 contains 272 members 
Mstep: Class 27 contains 4813 members 
Mstep: Class 28 contains 4211 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 29522 members 
Mstep: Class 32 contains 88360 members 
Mstep: Class 33 contains 3496 members 
Mstep: Class 34 contains 3547 members 
Mstep: Class 35 contains 5287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944552.000000 Penalty: 77880.085938
Iteration 92Q: 36 clusters Score -1.089446e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 135696 members 
Mstep: Class 3 contains 9258 members 
Mstep: Class 4 contains 33506 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 27404 members 
Mstep: Class 7 contains 18065 members 
Mstep: Class 8 contains 105829 members 
Mstep: Class 9 contains 18921 members 
Mstep: Class 10 contains 31436 members 
Mstep: Class 11 contains 41757 members 
Mstep: Class 12 contains 16370 members 
Mstep: Class 13 contains 26323 members 
Mstep: Class 14 contains 13784 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7095 members 
Mstep: Class 17 contains 13461 members 
Mstep: Class 18 contains 50273 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6492 members 
Mstep: Class 21 contains 5949 members 
Mstep: Class 22 contains 26939 members 
Mstep: Class 23 contains 22193 members 
Mstep: Class 24 contains 122053 members 
Mstep: Class 25 contains 5356 members 
Mstep: Class 26 contains 272 members 
Mstep: Class 27 contains 4807 members 
Mstep: Class 28 contains 4212 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 29794 members 
Mstep: Class 32 contains 88022 members 
Mstep: Class 33 contains 3499 members 
Mstep: Class 34 contains 3588 members 
Mstep: Class 35 contains 5289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944560.000000 Penalty: 77880.085938
Iteration 93Q: 36 clusters Score -1.089446e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 135750 members 
Mstep: Class 3 contains 9214 members 
Mstep: Class 4 contains 33576 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 27467 members 
Mstep: Class 7 contains 18073 members 
Mstep: Class 8 contains 106007 members 
Mstep: Class 9 contains 18926 members 
Mstep: Class 10 contains 31344 members 
Mstep: Class 11 contains 41707 members 
Mstep: Class 12 contains 16395 members 
Mstep: Class 13 contains 26326 members 
Mstep: Class 14 contains 13779 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7097 members 
Mstep: Class 17 contains 13431 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6483 members 
Mstep: Class 21 contains 5957 members 
Mstep: Class 22 contains 26924 members 
Mstep: Class 23 contains 22204 members 
Mstep: Class 24 contains 122131 members 
Mstep: Class 25 contains 5358 members 
Mstep: Class 26 contains 272 members 
Mstep: Class 27 contains 4801 members 
Mstep: Class 28 contains 4213 members 
Mstep: Class 29 contains 951 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 30050 members 
Mstep: Class 32 contains 87704 members 
Mstep: Class 33 contains 3504 members 
Mstep: Class 34 contains 3626 members 
Mstep: Class 35 contains 5283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944792.000000 Penalty: 77880.085938
Iteration 94Q: 36 clusters Score -1.089448e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 135815 members 
Mstep: Class 3 contains 9175 members 
Mstep: Class 4 contains 33636 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 27519 members 
Mstep: Class 7 contains 18087 members 
Mstep: Class 8 contains 106186 members 
Mstep: Class 9 contains 18924 members 
Mstep: Class 10 contains 31260 members 
Mstep: Class 11 contains 41664 members 
Mstep: Class 12 contains 16423 members 
Mstep: Class 13 contains 26335 members 
Mstep: Class 14 contains 13764 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7097 members 
Mstep: Class 17 contains 13403 members 
Mstep: Class 18 contains 49842 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6478 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 26904 members 
Mstep: Class 23 contains 22214 members 
Mstep: Class 24 contains 122168 members 
Mstep: Class 25 contains 5363 members 
Mstep: Class 26 contains 272 members 
Mstep: Class 27 contains 4797 members 
Mstep: Class 28 contains 4215 members 
Mstep: Class 29 contains 951 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 30303 members 
Mstep: Class 32 contains 87402 members 
Mstep: Class 33 contains 3507 members 
Mstep: Class 34 contains 3662 members 
Mstep: Class 35 contains 5276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944640.000000 Penalty: 77880.085938
Iteration 95Q: 36 clusters Score -1.089446e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 135853 members 
Mstep: Class 3 contains 9147 members 
Mstep: Class 4 contains 33686 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 27573 members 
Mstep: Class 7 contains 18093 members 
Mstep: Class 8 contains 106353 members 
Mstep: Class 9 contains 18928 members 
Mstep: Class 10 contains 31182 members 
Mstep: Class 11 contains 41615 members 
Mstep: Class 12 contains 16448 members 
Mstep: Class 13 contains 26346 members 
Mstep: Class 14 contains 13763 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7097 members 
Mstep: Class 17 contains 13364 members 
Mstep: Class 18 contains 49619 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 5958 members 
Mstep: Class 22 contains 26889 members 
Mstep: Class 23 contains 22233 members 
Mstep: Class 24 contains 122245 members 
Mstep: Class 25 contains 5367 members 
Mstep: Class 26 contains 272 members 
Mstep: Class 27 contains 4788 members 
Mstep: Class 28 contains 4212 members 
Mstep: Class 29 contains 951 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 30522 members 
Mstep: Class 32 contains 87139 members 
Mstep: Class 33 contains 3509 members 
Mstep: Class 34 contains 3698 members 
Mstep: Class 35 contains 5278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944376.000000 Penalty: 77880.085938
Iteration 96Q: 36 clusters Score -1.089444e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 135886 members 
Mstep: Class 3 contains 9130 members 
Mstep: Class 4 contains 33752 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 27630 members 
Mstep: Class 7 contains 18088 members 
Mstep: Class 8 contains 106509 members 
Mstep: Class 9 contains 18920 members 
Mstep: Class 10 contains 31109 members 
Mstep: Class 11 contains 41565 members 
Mstep: Class 12 contains 16474 members 
Mstep: Class 13 contains 26361 members 
Mstep: Class 14 contains 13759 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7099 members 
Mstep: Class 17 contains 13341 members 
Mstep: Class 18 contains 49412 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6471 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 26871 members 
Mstep: Class 23 contains 22243 members 
Mstep: Class 24 contains 122309 members 
Mstep: Class 25 contains 5370 members 
Mstep: Class 26 contains 272 members 
Mstep: Class 27 contains 4783 members 
Mstep: Class 28 contains 4210 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 30741 members 
Mstep: Class 32 contains 86857 members 
Mstep: Class 33 contains 3510 members 
Mstep: Class 34 contains 3732 members 
Mstep: Class 35 contains 5288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944352.000000 Penalty: 77880.085938
Iteration 97Q: 36 clusters Score -1.089444e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 135912 members 
Mstep: Class 3 contains 9106 members 
Mstep: Class 4 contains 33814 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 27711 members 
Mstep: Class 7 contains 18091 members 
Mstep: Class 8 contains 106665 members 
Mstep: Class 9 contains 18914 members 
Mstep: Class 10 contains 31026 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 16491 members 
Mstep: Class 13 contains 26373 members 
Mstep: Class 14 contains 13747 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7098 members 
Mstep: Class 17 contains 13307 members 
Mstep: Class 18 contains 49251 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 26865 members 
Mstep: Class 23 contains 22259 members 
Mstep: Class 24 contains 122329 members 
Mstep: Class 25 contains 5374 members 
Mstep: Class 26 contains 272 members 
Mstep: Class 27 contains 4774 members 
Mstep: Class 28 contains 4210 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 30956 members 
Mstep: Class 32 contains 86603 members 
Mstep: Class 33 contains 3509 members 
Mstep: Class 34 contains 3771 members 
Mstep: Class 35 contains 5290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944568.000000 Penalty: 77880.085938
Iteration 98Q: 36 clusters Score -1.089446e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 135940 members 
Mstep: Class 3 contains 9081 members 
Mstep: Class 4 contains 33873 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 27803 members 
Mstep: Class 7 contains 18100 members 
Mstep: Class 8 contains 106826 members 
Mstep: Class 9 contains 18908 members 
Mstep: Class 10 contains 30937 members 
Mstep: Class 11 contains 41454 members 
Mstep: Class 12 contains 16499 members 
Mstep: Class 13 contains 26378 members 
Mstep: Class 14 contains 13737 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7096 members 
Mstep: Class 17 contains 13285 members 
Mstep: Class 18 contains 49087 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 5952 members 
Mstep: Class 22 contains 26849 members 
Mstep: Class 23 contains 22271 members 
Mstep: Class 24 contains 122345 members 
Mstep: Class 25 contains 5382 members 
Mstep: Class 26 contains 272 members 
Mstep: Class 27 contains 4769 members 
Mstep: Class 28 contains 4209 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 31121 members 
Mstep: Class 32 contains 86416 members 
Mstep: Class 33 contains 3509 members 
Mstep: Class 34 contains 3795 members 
Mstep: Class 35 contains 5290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944688.000000 Penalty: 77880.085938
Iteration 99Q: 36 clusters Score -1.089447e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 135981 members 
Mstep: Class 3 contains 9055 members 
Mstep: Class 4 contains 33934 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 27875 members 
Mstep: Class 7 contains 18094 members 
Mstep: Class 8 contains 106973 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 30863 members 
Mstep: Class 11 contains 41401 members 
Mstep: Class 12 contains 16500 members 
Mstep: Class 13 contains 26383 members 
Mstep: Class 14 contains 13734 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7095 members 
Mstep: Class 17 contains 13258 members 
Mstep: Class 18 contains 48929 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6471 members 
Mstep: Class 21 contains 5953 members 
Mstep: Class 22 contains 26845 members 
Mstep: Class 23 contains 22283 members 
Mstep: Class 24 contains 122391 members 
Mstep: Class 25 contains 5387 members 
Mstep: Class 26 contains 272 members 
Mstep: Class 27 contains 4762 members 
Mstep: Class 28 contains 4207 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 31305 members 
Mstep: Class 32 contains 86211 members 
Mstep: Class 33 contains 3508 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 5287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944704.000000 Penalty: 77880.085938
Iteration 100F: 36 clusters Score -1.089447e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 136019 members 
Mstep: Class 3 contains 9021 members 
Mstep: Class 4 contains 34015 members 
Mstep: Class 5 contains 207 members 
Mstep: Class 6 contains 27954 members 
Mstep: Class 7 contains 18094 members 
Mstep: Class 8 contains 107100 members 
Mstep: Class 9 contains 18864 members 
Mstep: Class 10 contains 30790 members 
Mstep: Class 11 contains 41368 members 
Mstep: Class 12 contains 16492 members 
Mstep: Class 13 contains 26391 members 
Mstep: Class 14 contains 13724 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 7094 members 
Mstep: Class 17 contains 13163 members 
Mstep: Class 18 contains 48765 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6471 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 26838 members 
Mstep: Class 23 contains 22295 members 
Mstep: Class 24 contains 122451 members 
Mstep: Class 25 contains 5386 members 
Mstep: Class 26 contains 272 members 
Mstep: Class 27 contains 4754 members 
Mstep: Class 28 contains 4207 members 
Mstep: Class 29 contains 949 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 31482 members 
Mstep: Class 32 contains 86017 members 
Mstep: Class 33 contains 3510 members 
Mstep: Class 34 contains 3884 members 
Mstep: Class 35 contains 5284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944968.000000 Penalty: 77880.085938
Iteration 101Q: 36 clusters Score -1.08945e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 136063 members 
Mstep: Class 3 contains 8991 members 
Mstep: Class 4 contains 34076 members 
Mstep: Class 5 contains 205 members 
Mstep: Class 6 contains 28024 members 
Mstep: Class 7 contains 18099 members 
Mstep: Class 8 contains 107218 members 
Mstep: Class 9 contains 18841 members 
Mstep: Class 10 contains 30727 members 
Mstep: Class 11 contains 41344 members 
Mstep: Class 12 contains 16500 members 
Mstep: Class 13 contains 26402 members 
Mstep: Class 14 contains 13718 members 
Mstep: Class 15 contains 203 members 
Mstep: Class 16 contains 7096 members 
Mstep: Class 17 contains 13058 members 
Mstep: Class 18 contains 48615 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 26832 members 
Mstep: Class 23 contains 22301 members 
Mstep: Class 24 contains 122479 members 
Mstep: Class 25 contains 5386 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4750 members 
Mstep: Class 28 contains 4206 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 31624 members 
Mstep: Class 32 contains 85852 members 
Mstep: Class 33 contains 3512 members 
Mstep: Class 34 contains 3961 members 
Mstep: Class 35 contains 5284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945400.000000 Penalty: 77880.085938
Iteration 102Q: 36 clusters Score -1.089454e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 136118 members 
Mstep: Class 3 contains 8965 members 
Mstep: Class 4 contains 34127 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 28098 members 
Mstep: Class 7 contains 18098 members 
Mstep: Class 8 contains 107323 members 
Mstep: Class 9 contains 18808 members 
Mstep: Class 10 contains 30679 members 
Mstep: Class 11 contains 41302 members 
Mstep: Class 12 contains 16513 members 
Mstep: Class 13 contains 26407 members 
Mstep: Class 14 contains 13702 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 7097 members 
Mstep: Class 17 contains 12965 members 
Mstep: Class 18 contains 48457 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 22 contains 26827 members 
Mstep: Class 23 contains 22313 members 
Mstep: Class 24 contains 122533 members 
Mstep: Class 25 contains 5387 members 
Mstep: Class 26 contains 274 members 
Mstep: Class 27 contains 4749 members 
Mstep: Class 28 contains 4207 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 31754 members 
Mstep: Class 32 contains 85701 members 
Mstep: Class 33 contains 3515 members 
Mstep: Class 34 contains 4025 members 
Mstep: Class 35 contains 5286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945448.000000 Penalty: 77880.085938
Iteration 103Q: 36 clusters Score -1.089454e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 136169 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 34183 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 28172 members 
Mstep: Class 7 contains 18101 members 
Mstep: Class 8 contains 107421 members 
Mstep: Class 9 contains 18780 members 
Mstep: Class 10 contains 30623 members 
Mstep: Class 11 contains 41257 members 
Mstep: Class 12 contains 16525 members 
Mstep: Class 13 contains 26419 members 
Mstep: Class 14 contains 13686 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7098 members 
Mstep: Class 17 contains 12892 members 
Mstep: Class 18 contains 48301 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6469 members 
Mstep: Class 21 contains 5968 members 
Mstep: Class 22 contains 26816 members 
Mstep: Class 23 contains 22325 members 
Mstep: Class 24 contains 122590 members 
Mstep: Class 25 contains 5387 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4744 members 
Mstep: Class 28 contains 4208 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 31866 members 
Mstep: Class 32 contains 85566 members 
Mstep: Class 33 contains 3516 members 
Mstep: Class 34 contains 4087 members 
Mstep: Class 35 contains 5283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945432.000000 Penalty: 77880.085938
Iteration 104Q: 36 clusters Score -1.089454e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 136220 members 
Mstep: Class 3 contains 8900 members 
Mstep: Class 4 contains 34251 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 28257 members 
Mstep: Class 7 contains 18102 members 
Mstep: Class 8 contains 107512 members 
Mstep: Class 9 contains 18742 members 
Mstep: Class 10 contains 30565 members 
Mstep: Class 11 contains 41191 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 26432 members 
Mstep: Class 14 contains 13684 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7095 members 
Mstep: Class 17 contains 12834 members 
Mstep: Class 18 contains 48133 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 5970 members 
Mstep: Class 22 contains 26809 members 
Mstep: Class 23 contains 22338 members 
Mstep: Class 24 contains 122680 members 
Mstep: Class 25 contains 5385 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4741 members 
Mstep: Class 28 contains 4206 members 
Mstep: Class 29 contains 951 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 31975 members 
Mstep: Class 32 contains 85438 members 
Mstep: Class 33 contains 3516 members 
Mstep: Class 34 contains 4128 members 
Mstep: Class 35 contains 5284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945272.000000 Penalty: 77880.085938
Iteration 105Q: 36 clusters Score -1.089453e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 136290 members 
Mstep: Class 3 contains 8872 members 
Mstep: Class 4 contains 34307 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 28354 members 
Mstep: Class 7 contains 18097 members 
Mstep: Class 8 contains 107618 members 
Mstep: Class 9 contains 18698 members 
Mstep: Class 10 contains 30502 members 
Mstep: Class 11 contains 41136 members 
Mstep: Class 12 contains 16525 members 
Mstep: Class 13 contains 26442 members 
Mstep: Class 14 contains 13666 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7091 members 
Mstep: Class 17 contains 12770 members 
Mstep: Class 18 contains 47991 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6469 members 
Mstep: Class 21 contains 5970 members 
Mstep: Class 22 contains 26812 members 
Mstep: Class 23 contains 22346 members 
Mstep: Class 24 contains 122732 members 
Mstep: Class 25 contains 5385 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4734 members 
Mstep: Class 28 contains 4206 members 
Mstep: Class 29 contains 951 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 32066 members 
Mstep: Class 32 contains 85337 members 
Mstep: Class 33 contains 3516 members 
Mstep: Class 34 contains 4165 members 
Mstep: Class 35 contains 5289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945096.000000 Penalty: 77880.085938
Iteration 106Q: 36 clusters Score -1.089451e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 136343 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 34360 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 28440 members 
Mstep: Class 7 contains 18103 members 
Mstep: Class 8 contains 107721 members 
Mstep: Class 9 contains 18665 members 
Mstep: Class 10 contains 30422 members 
Mstep: Class 11 contains 41082 members 
Mstep: Class 12 contains 16520 members 
Mstep: Class 13 contains 26451 members 
Mstep: Class 14 contains 13650 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7087 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 47853 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6469 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 26813 members 
Mstep: Class 23 contains 22352 members 
Mstep: Class 24 contains 122785 members 
Mstep: Class 25 contains 5383 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 4203 members 
Mstep: Class 29 contains 951 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 32162 members 
Mstep: Class 32 contains 85232 members 
Mstep: Class 33 contains 3516 members 
Mstep: Class 34 contains 4200 members 
Mstep: Class 35 contains 5293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944976.000000 Penalty: 77880.085938
Iteration 107Q: 36 clusters Score -1.08945e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 136383 members 
Mstep: Class 3 contains 8818 members 
Mstep: Class 4 contains 34427 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 28529 members 
Mstep: Class 7 contains 18103 members 
Mstep: Class 8 contains 107823 members 
Mstep: Class 9 contains 18643 members 
Mstep: Class 10 contains 30352 members 
Mstep: Class 11 contains 41030 members 
Mstep: Class 12 contains 16518 members 
Mstep: Class 13 contains 26460 members 
Mstep: Class 14 contains 13634 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7084 members 
Mstep: Class 17 contains 12694 members 
Mstep: Class 18 contains 47717 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6469 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 26809 members 
Mstep: Class 23 contains 22362 members 
Mstep: Class 24 contains 122838 members 
Mstep: Class 25 contains 5380 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4723 members 
Mstep: Class 28 contains 4203 members 
Mstep: Class 29 contains 951 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 32242 members 
Mstep: Class 32 contains 85134 members 
Mstep: Class 33 contains 3515 members 
Mstep: Class 34 contains 4235 members 
Mstep: Class 35 contains 5297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944944.000000 Penalty: 77880.085938
Iteration 108Q: 36 clusters Score -1.089449e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 136416 members 
Mstep: Class 3 contains 8787 members 
Mstep: Class 4 contains 34487 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 28624 members 
Mstep: Class 7 contains 18106 members 
Mstep: Class 8 contains 107926 members 
Mstep: Class 9 contains 18620 members 
Mstep: Class 10 contains 30265 members 
Mstep: Class 11 contains 40992 members 
Mstep: Class 12 contains 16516 members 
Mstep: Class 13 contains 26468 members 
Mstep: Class 14 contains 13621 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7086 members 
Mstep: Class 17 contains 12642 members 
Mstep: Class 18 contains 47595 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 26805 members 
Mstep: Class 23 contains 22376 members 
Mstep: Class 24 contains 122878 members 
Mstep: Class 25 contains 5384 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4716 members 
Mstep: Class 28 contains 4199 members 
Mstep: Class 29 contains 951 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 32324 members 
Mstep: Class 32 contains 85044 members 
Mstep: Class 33 contains 3515 members 
Mstep: Class 34 contains 4265 members 
Mstep: Class 35 contains 5297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945064.000000 Penalty: 77880.085938
Iteration 109Q: 36 clusters Score -1.089451e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 136456 members 
Mstep: Class 3 contains 8763 members 
Mstep: Class 4 contains 34533 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 28724 members 
Mstep: Class 7 contains 18102 members 
Mstep: Class 8 contains 108015 members 
Mstep: Class 9 contains 18602 members 
Mstep: Class 10 contains 30202 members 
Mstep: Class 11 contains 40960 members 
Mstep: Class 12 contains 16504 members 
Mstep: Class 13 contains 26470 members 
Mstep: Class 14 contains 13614 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7083 members 
Mstep: Class 17 contains 12578 members 
Mstep: Class 18 contains 47479 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 5970 members 
Mstep: Class 22 contains 26799 members 
Mstep: Class 23 contains 22388 members 
Mstep: Class 24 contains 122911 members 
Mstep: Class 25 contains 5383 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4711 members 
Mstep: Class 28 contains 4199 members 
Mstep: Class 29 contains 951 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 32427 members 
Mstep: Class 32 contains 84948 members 
Mstep: Class 33 contains 3514 members 
Mstep: Class 34 contains 4288 members 
Mstep: Class 35 contains 5300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945080.000000 Penalty: 77880.085938
Iteration 110Q: 36 clusters Score -1.089451e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 136502 members 
Mstep: Class 3 contains 8748 members 
Mstep: Class 4 contains 34595 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 28790 members 
Mstep: Class 7 contains 18100 members 
Mstep: Class 8 contains 108087 members 
Mstep: Class 9 contains 18582 members 
Mstep: Class 10 contains 30135 members 
Mstep: Class 11 contains 40932 members 
Mstep: Class 12 contains 16495 members 
Mstep: Class 13 contains 26474 members 
Mstep: Class 14 contains 13610 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7082 members 
Mstep: Class 17 contains 12511 members 
Mstep: Class 18 contains 47395 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6464 members 
Mstep: Class 21 contains 5972 members 
Mstep: Class 22 contains 26793 members 
Mstep: Class 23 contains 22396 members 
Mstep: Class 24 contains 122937 members 
Mstep: Class 25 contains 5387 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4708 members 
Mstep: Class 28 contains 4197 members 
Mstep: Class 29 contains 951 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 32508 members 
Mstep: Class 32 contains 84857 members 
Mstep: Class 33 contains 3513 members 
Mstep: Class 34 contains 4317 members 
Mstep: Class 35 contains 5301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945008.000000 Penalty: 77880.085938
Iteration 111Q: 36 clusters Score -1.08945e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 136556 members 
Mstep: Class 3 contains 8729 members 
Mstep: Class 4 contains 34648 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 28865 members 
Mstep: Class 7 contains 18095 members 
Mstep: Class 8 contains 108173 members 
Mstep: Class 9 contains 18571 members 
Mstep: Class 10 contains 30053 members 
Mstep: Class 11 contains 40900 members 
Mstep: Class 12 contains 16492 members 
Mstep: Class 13 contains 26485 members 
Mstep: Class 14 contains 13605 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7082 members 
Mstep: Class 17 contains 12452 members 
Mstep: Class 18 contains 47302 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6463 members 
Mstep: Class 21 contains 5972 members 
Mstep: Class 22 contains 26786 members 
Mstep: Class 23 contains 22403 members 
Mstep: Class 24 contains 122964 members 
Mstep: Class 25 contains 5392 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4703 members 
Mstep: Class 28 contains 4196 members 
Mstep: Class 29 contains 953 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 32589 members 
Mstep: Class 32 contains 84761 members 
Mstep: Class 33 contains 3513 members 
Mstep: Class 34 contains 4334 members 
Mstep: Class 35 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944872.000000 Penalty: 77880.085938
Iteration 112Q: 36 clusters Score -1.089449e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 136603 members 
Mstep: Class 3 contains 8713 members 
Mstep: Class 4 contains 34694 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 28947 members 
Mstep: Class 7 contains 18084 members 
Mstep: Class 8 contains 108252 members 
Mstep: Class 9 contains 18554 members 
Mstep: Class 10 contains 29969 members 
Mstep: Class 11 contains 40850 members 
Mstep: Class 12 contains 16491 members 
Mstep: Class 13 contains 26488 members 
Mstep: Class 14 contains 13599 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7082 members 
Mstep: Class 17 contains 12414 members 
Mstep: Class 18 contains 47196 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 6461 members 
Mstep: Class 21 contains 5976 members 
Mstep: Class 22 contains 26782 members 
Mstep: Class 23 contains 22412 members 
Mstep: Class 24 contains 123013 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4699 members 
Mstep: Class 28 contains 4195 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 32673 members 
Mstep: Class 32 contains 84679 members 
Mstep: Class 33 contains 3514 members 
Mstep: Class 34 contains 4347 members 
Mstep: Class 35 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108944896.000000 Penalty: 77880.085938
Iteration 113Q: 36 clusters Score -1.089449e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 136641 members 
Mstep: Class 3 contains 8689 members 
Mstep: Class 4 contains 34724 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 29030 members 
Mstep: Class 7 contains 18074 members 
Mstep: Class 8 contains 108360 members 
Mstep: Class 9 contains 18550 members 
Mstep: Class 10 contains 29902 members 
Mstep: Class 11 contains 40810 members 
Mstep: Class 12 contains 16489 members 
Mstep: Class 13 contains 26490 members 
Mstep: Class 14 contains 13596 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7081 members 
Mstep: Class 17 contains 12374 members 
Mstep: Class 18 contains 47096 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6457 members 
Mstep: Class 21 contains 5978 members 
Mstep: Class 22 contains 26779 members 
Mstep: Class 23 contains 22417 members 
Mstep: Class 24 contains 123022 members 
Mstep: Class 25 contains 5393 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4696 members 
Mstep: Class 28 contains 4194 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 32748 members 
Mstep: Class 32 contains 84619 members 
Mstep: Class 33 contains 3515 members 
Mstep: Class 34 contains 4358 members 
Mstep: Class 35 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945000.000000 Penalty: 77880.085938
Iteration 114Q: 36 clusters Score -1.08945e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 136682 members 
Mstep: Class 3 contains 8662 members 
Mstep: Class 4 contains 34763 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 29104 members 
Mstep: Class 7 contains 18066 members 
Mstep: Class 8 contains 108463 members 
Mstep: Class 9 contains 18537 members 
Mstep: Class 10 contains 29838 members 
Mstep: Class 11 contains 40782 members 
Mstep: Class 12 contains 16475 members 
Mstep: Class 13 contains 26486 members 
Mstep: Class 14 contains 13593 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7081 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 47009 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6453 members 
Mstep: Class 21 contains 5979 members 
Mstep: Class 22 contains 26784 members 
Mstep: Class 23 contains 22423 members 
Mstep: Class 24 contains 123021 members 
Mstep: Class 25 contains 5392 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4692 members 
Mstep: Class 28 contains 4190 members 
Mstep: Class 29 contains 959 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 32819 members 
Mstep: Class 32 contains 84571 members 
Mstep: Class 33 contains 3515 members 
Mstep: Class 34 contains 4364 members 
Mstep: Class 35 contains 5301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945016.000000 Penalty: 77880.085938
Iteration 115Q: 36 clusters Score -1.08945e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 136702 members 
Mstep: Class 3 contains 8641 members 
Mstep: Class 4 contains 34803 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 29185 members 
Mstep: Class 7 contains 18064 members 
Mstep: Class 8 contains 108561 members 
Mstep: Class 9 contains 18523 members 
Mstep: Class 10 contains 29776 members 
Mstep: Class 11 contains 40757 members 
Mstep: Class 12 contains 16466 members 
Mstep: Class 13 contains 26483 members 
Mstep: Class 14 contains 13592 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7081 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 46916 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6450 members 
Mstep: Class 21 contains 5978 members 
Mstep: Class 22 contains 26786 members 
Mstep: Class 23 contains 22435 members 
Mstep: Class 24 contains 123024 members 
Mstep: Class 25 contains 5396 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4686 members 
Mstep: Class 28 contains 4185 members 
Mstep: Class 29 contains 962 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 32882 members 
Mstep: Class 32 contains 84515 members 
Mstep: Class 33 contains 3517 members 
Mstep: Class 34 contains 4385 members 
Mstep: Class 35 contains 5300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945280.000000 Penalty: 77880.085938
Iteration 116Q: 36 clusters Score -1.089453e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 136724 members 
Mstep: Class 3 contains 8614 members 
Mstep: Class 4 contains 34836 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 29282 members 
Mstep: Class 7 contains 18067 members 
Mstep: Class 8 contains 108678 members 
Mstep: Class 9 contains 18505 members 
Mstep: Class 10 contains 29712 members 
Mstep: Class 11 contains 40731 members 
Mstep: Class 12 contains 16455 members 
Mstep: Class 13 contains 26488 members 
Mstep: Class 14 contains 13589 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7081 members 
Mstep: Class 17 contains 12246 members 
Mstep: Class 18 contains 46817 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6451 members 
Mstep: Class 21 contains 5978 members 
Mstep: Class 22 contains 26791 members 
Mstep: Class 23 contains 22445 members 
Mstep: Class 24 contains 123009 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4679 members 
Mstep: Class 28 contains 4186 members 
Mstep: Class 29 contains 963 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 32943 members 
Mstep: Class 32 contains 84456 members 
Mstep: Class 33 contains 3518 members 
Mstep: Class 34 contains 4402 members 
Mstep: Class 35 contains 5301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945432.000000 Penalty: 77880.085938
Iteration 117Q: 36 clusters Score -1.089454e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 136743 members 
Mstep: Class 3 contains 8594 members 
Mstep: Class 4 contains 34871 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 29377 members 
Mstep: Class 7 contains 18073 members 
Mstep: Class 8 contains 108792 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 29636 members 
Mstep: Class 11 contains 40713 members 
Mstep: Class 12 contains 16443 members 
Mstep: Class 13 contains 26489 members 
Mstep: Class 14 contains 13586 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7081 members 
Mstep: Class 17 contains 12195 members 
Mstep: Class 18 contains 46729 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6451 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 26794 members 
Mstep: Class 23 contains 22458 members 
Mstep: Class 24 contains 122993 members 
Mstep: Class 25 contains 5396 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4673 members 
Mstep: Class 28 contains 4184 members 
Mstep: Class 29 contains 964 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 32990 members 
Mstep: Class 32 contains 84402 members 
Mstep: Class 33 contains 3518 members 
Mstep: Class 34 contains 4432 members 
Mstep: Class 35 contains 5300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108945376.000000 Penalty: 77880.085938
Iteration 118Q: 36 clusters Score -1.089454e+08 nChanged 741
Entering ConstructFrom: 
Score: -108945376.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -520039.562500 Penalty: 1352.428589
	Iteration 0F: 2 clusters Score -520039.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -516647.218750 Penalty: 2704.857178
	Iteration 0F: 3 clusters Score -516647.2 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -517434.875000 Penalty: 2704.857178
	Iteration 1F: 3 clusters Score -517434.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -517581.750000 Penalty: 2704.857178
	Iteration 2F: 3 clusters Score -517581.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -517690.937500 Penalty: 2704.857178
	Iteration 3F: 3 clusters Score -517690.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -517761.718750 Penalty: 2704.857178
	Iteration 4Q: 3 clusters Score -517761.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -517829.562500 Penalty: 2704.857178
	Iteration 5Q: 3 clusters Score -517829.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -517901.000000 Penalty: 2704.857178
	Iteration 6Q: 3 clusters Score -517901 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -517977.062500 Penalty: 2704.857178
	Iteration 7Q: 3 clusters Score -517977.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -518087.187500 Penalty: 2704.857178
	Iteration 8Q: 3 clusters Score -518087.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -518226.312500 Penalty: 2704.857178
	Iteration 9Q: 3 clusters Score -518226.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -518374.843750 Penalty: 2704.857178
	Iteration 10Q: 3 clusters Score -518374.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -518519.000000 Penalty: 2704.857178
	Iteration 11Q: 3 clusters Score -518519 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -518641.250000 Penalty: 2704.857178
	Iteration 12Q: 3 clusters Score -518641.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -518713.750000 Penalty: 2704.857178
	Iteration 13Q: 3 clusters Score -518713.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -518769.468750 Penalty: 2704.857178
	Iteration 14Q: 3 clusters Score -518769.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -518817.000000 Penalty: 2704.857178
	Iteration 15Q: 3 clusters Score -518817 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -518856.343750 Penalty: 2704.857178
	Iteration 16Q: 3 clusters Score -518856.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -518889.187500 Penalty: 2704.857178
	Iteration 17Q: 3 clusters Score -518889.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -518927.437500 Penalty: 2704.857178
	Iteration 18Q: 3 clusters Score -518927.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -518945.468750 Penalty: 2704.857178
	Iteration 19Q: 3 clusters Score -518945.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -518964.156250 Penalty: 2704.857178
	Iteration 20F: 3 clusters Score -518964.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -518972.156250 Penalty: 2704.857178
	Iteration 21Q: 3 clusters Score -518972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -518975.031250 Penalty: 2704.857178
	Iteration 22Q: 3 clusters Score -518975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -518976.375000 Penalty: 2704.857178
	Iteration 23Q: 3 clusters Score -518976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -518980.937500 Penalty: 2704.857178
	Iteration 24Q: 3 clusters Score -518980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -518983.031250 Penalty: 2704.857178
	Iteration 25Q: 3 clusters Score -518983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -518984.437500 Penalty: 2704.857178
	Iteration 26Q: 3 clusters Score -518984.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -518986.812500 Penalty: 2704.857178
	Iteration 27Q: 3 clusters Score -518986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -518988.062500 Penalty: 2704.857178
	Iteration 28Q: 3 clusters Score -518988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -518990.406250 Penalty: 2704.857178
	Iteration 29Q: 3 clusters Score -518990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -518992.718750 Penalty: 2704.857178
	Iteration 30Q: 3 clusters Score -518992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -518994.437500 Penalty: 2704.857178
	Iteration 31Q: 3 clusters Score -518994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -518995.531250 Penalty: 2704.857178
	Iteration 32Q: 3 clusters Score -518995.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -518995.531250 Penalty: 2704.857178
	Iteration 33F: 3 clusters Score -518995.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (136777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136777 members 
Entering Unmasked Estep 
Score: -17354350.000000 Penalty: 1921.742432
	Iteration 0F: 2 clusters Score -1.735435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -17272288.000000 Penalty: 3843.484863
	Iteration 0F: 3 clusters Score -1.727229e+07 nChanged 66032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -17310600.000000 Penalty: 3843.484863
	Iteration 1F: 3 clusters Score -1.73106e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -17311462.000000 Penalty: 3843.484863
	Iteration 2Q: 3 clusters Score -1.731146e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -17312690.000000 Penalty: 3843.484863
	Iteration 3Q: 3 clusters Score -1.731269e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72445 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -17314168.000000 Penalty: 3843.484863
	Iteration 4Q: 3 clusters Score -1.731417e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74374 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -17316374.000000 Penalty: 3843.484863
	Iteration 5Q: 3 clusters Score -1.731637e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77209 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -17319312.000000 Penalty: 3843.484863
	Iteration 6Q: 3 clusters Score -1.731931e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81085 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -17322998.000000 Penalty: 3843.484863
	Iteration 7F: 3 clusters Score -1.7323e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86047 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -17327236.000000 Penalty: 3843.484863
	Iteration 8F: 3 clusters Score -1.732724e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -17331792.000000 Penalty: 3843.484863
	Iteration 9F: 3 clusters Score -1.733179e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -17336460.000000 Penalty: 3843.484863
	Iteration 10F: 3 clusters Score -1.733646e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105864 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -17341014.000000 Penalty: 3843.484863
	Iteration 11F: 3 clusters Score -1.734101e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112906 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -17345820.000000 Penalty: 3843.484863
	Iteration 12F: 3 clusters Score -1.734582e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119194 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -17348698.000000 Penalty: 3843.484863
	Iteration 13Q: 3 clusters Score -1.73487e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124109 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -17350266.000000 Penalty: 3843.484863
	Iteration 14Q: 3 clusters Score -1.735027e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127615 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -17351182.000000 Penalty: 3843.484863
	Iteration 15Q: 3 clusters Score -1.735118e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130122 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -17351822.000000 Penalty: 3843.484863
	Iteration 16Q: 3 clusters Score -1.735182e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131800 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -17352322.000000 Penalty: 3843.484863
	Iteration 17Q: 3 clusters Score -1.735232e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132940 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -17352558.000000 Penalty: 3843.484863
	Iteration 18Q: 3 clusters Score -1.735256e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133726 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -17352732.000000 Penalty: 3843.484863
	Iteration 19Q: 3 clusters Score -1.735273e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134267 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -17352840.000000 Penalty: 3843.484863
	Iteration 20F: 3 clusters Score -1.735284e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134649 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -17352886.000000 Penalty: 3843.484863
	Iteration 21Q: 3 clusters Score -1.735289e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134909 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -17352892.000000 Penalty: 3843.484863
	Iteration 22Q: 3 clusters Score -1.735289e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135104 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -17352924.000000 Penalty: 3843.484863
	Iteration 23Q: 3 clusters Score -1.735292e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135239 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -17352926.000000 Penalty: 3843.484863
	Iteration 24Q: 3 clusters Score -1.735293e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135341 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -17352944.000000 Penalty: 3843.484863
	Iteration 25Q: 3 clusters Score -1.735294e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135418 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -17352960.000000 Penalty: 3843.484863
	Iteration 26Q: 3 clusters Score -1.735296e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135482 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -17352962.000000 Penalty: 3843.484863
	Iteration 27Q: 3 clusters Score -1.735296e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135542 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -17352974.000000 Penalty: 3843.484863
	Iteration 28Q: 3 clusters Score -1.735297e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135575 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -17352972.000000 Penalty: 3843.484863
	Iteration 29Q: 3 clusters Score -1.735297e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135603 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -17352984.000000 Penalty: 3843.484863
	Iteration 30Q: 3 clusters Score -1.735298e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135636 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -17353014.000000 Penalty: 3843.484863
	Iteration 31Q: 3 clusters Score -1.735301e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135657 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -17353000.000000 Penalty: 3843.484863
	Iteration 32Q: 3 clusters Score -1.7353e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135674 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -17352990.000000 Penalty: 3843.484863
	Iteration 33Q: 3 clusters Score -1.735299e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135694 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -17353040.000000 Penalty: 3843.484863
	Iteration 34Q: 3 clusters Score -1.735304e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135709 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -17353040.000000 Penalty: 3843.484863
	Iteration 35Q: 3 clusters Score -1.735304e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135723 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -17353026.000000 Penalty: 3843.484863
	Iteration 36Q: 3 clusters Score -1.735303e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135741 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -17353028.000000 Penalty: 3843.484863
	Iteration 37Q: 3 clusters Score -1.735303e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135760 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -17353020.000000 Penalty: 3843.484863
	Iteration 38Q: 3 clusters Score -1.735302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135774 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -17353014.000000 Penalty: 3843.484863
	Iteration 39Q: 3 clusters Score -1.735301e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135786 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -17353032.000000 Penalty: 3843.484863
	Iteration 40F: 3 clusters Score -1.735303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135794 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -17353024.000000 Penalty: 3843.484863
	Iteration 41Q: 3 clusters Score -1.735302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135801 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -17353016.000000 Penalty: 3843.484863
	Iteration 42Q: 3 clusters Score -1.735302e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135813 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -17353026.000000 Penalty: 3843.484863
	Iteration 43Q: 3 clusters Score -1.735303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135819 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -17353034.000000 Penalty: 3843.484863
	Iteration 44Q: 3 clusters Score -1.735303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135827 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -17353044.000000 Penalty: 3843.484863
	Iteration 45Q: 3 clusters Score -1.735304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135832 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -17353042.000000 Penalty: 3843.484863
	Iteration 46Q: 3 clusters Score -1.735304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135830 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -17353050.000000 Penalty: 3843.484863
	Iteration 47Q: 3 clusters Score -1.735305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135831 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -17353024.000000 Penalty: 3843.484863
	Iteration 48Q: 3 clusters Score -1.735302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135831 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -17353042.000000 Penalty: 3843.484863
	Iteration 49Q: 3 clusters Score -1.735304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135830 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -17353034.000000 Penalty: 3843.484863
	Iteration 50Q: 3 clusters Score -1.735303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135833 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -17353042.000000 Penalty: 3843.484863
	Iteration 51Q: 3 clusters Score -1.735304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135837 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -17353040.000000 Penalty: 3843.484863
	Iteration 52Q: 3 clusters Score -1.735304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135839 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -17353038.000000 Penalty: 3843.484863
	Iteration 53Q: 3 clusters Score -1.735304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135841 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -17353034.000000 Penalty: 3843.484863
	Iteration 54Q: 3 clusters Score -1.735303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135844 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -17353032.000000 Penalty: 3843.484863
	Iteration 55Q: 3 clusters Score -1.735303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135845 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -17353034.000000 Penalty: 3843.484863
	Iteration 56Q: 3 clusters Score -1.735303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135849 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -17353042.000000 Penalty: 3843.484863
	Iteration 57Q: 3 clusters Score -1.735304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135849 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -17353038.000000 Penalty: 3843.484863
	Iteration 58Q: 3 clusters Score -1.735304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135851 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -17353036.000000 Penalty: 3843.484863
	Iteration 59Q: 3 clusters Score -1.735304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135852 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -17353040.000000 Penalty: 3843.484863
	Iteration 60F: 3 clusters Score -1.735304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Entering Unmasked Estep 
Score: -943738.187500 Penalty: 1471.717407
	Iteration 0F: 2 clusters Score -943738.2 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 4389 members 
Entering Unmasked Estep 
Score: -937518.500000 Penalty: 2943.434814
	Iteration 0F: 3 clusters Score -937518.5 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -939779.375000 Penalty: 2943.434814
	Iteration 1F: 3 clusters Score -939779.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -940201.062500 Penalty: 2943.434814
	Iteration 2F: 3 clusters Score -940201.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -940560.687500 Penalty: 2943.434814
	Iteration 3F: 3 clusters Score -940560.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -940852.562500 Penalty: 2943.434814
	Iteration 4F: 3 clusters Score -940852.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -941112.062500 Penalty: 2943.434814
	Iteration 5F: 3 clusters Score -941112.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -941350.187500 Penalty: 2943.434814
	Iteration 6Q: 3 clusters Score -941350.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -941629.250000 Penalty: 2943.434814
	Iteration 7Q: 3 clusters Score -941629.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -941905.875000 Penalty: 2943.434814
	Iteration 8Q: 3 clusters Score -941905.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -942206.437500 Penalty: 2943.434814
	Iteration 9Q: 3 clusters Score -942206.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -942513.937500 Penalty: 2943.434814
	Iteration 10Q: 3 clusters Score -942513.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -942786.000000 Penalty: 2943.434814
	Iteration 11Q: 3 clusters Score -942786 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -942991.812500 Penalty: 2943.434814
	Iteration 12Q: 3 clusters Score -942991.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -943146.500000 Penalty: 2943.434814
	Iteration 13Q: 3 clusters Score -943146.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -943241.687500 Penalty: 2943.434814
	Iteration 14Q: 3 clusters Score -943241.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -943326.562500 Penalty: 2943.434814
	Iteration 15Q: 3 clusters Score -943326.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -943382.812500 Penalty: 2943.434814
	Iteration 16Q: 3 clusters Score -943382.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -943413.125000 Penalty: 2943.434814
	Iteration 17Q: 3 clusters Score -943413.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -943441.562500 Penalty: 2943.434814
	Iteration 18Q: 3 clusters Score -943441.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -943455.250000 Penalty: 2943.434814
	Iteration 19Q: 3 clusters Score -943455.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -943470.187500 Penalty: 2943.434814
	Iteration 20F: 3 clusters Score -943470.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -943477.312500 Penalty: 2943.434814
	Iteration 21Q: 3 clusters Score -943477.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -943485.250000 Penalty: 2943.434814
	Iteration 22Q: 3 clusters Score -943485.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -943493.812500 Penalty: 2943.434814
	Iteration 23Q: 3 clusters Score -943493.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -943498.312500 Penalty: 2943.434814
	Iteration 24Q: 3 clusters Score -943498.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -943500.187500 Penalty: 2943.434814
	Iteration 25Q: 3 clusters Score -943500.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -943505.250000 Penalty: 2943.434814
	Iteration 26Q: 3 clusters Score -943505.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -943505.437500 Penalty: 2943.434814
	Iteration 27Q: 3 clusters Score -943505.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -943506.000000 Penalty: 2943.434814
	Iteration 28Q: 3 clusters Score -943506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -943507.937500 Penalty: 2943.434814
	Iteration 29Q: 3 clusters Score -943507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -943508.875000 Penalty: 2943.434814
	Iteration 30Q: 3 clusters Score -943508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -943509.062500 Penalty: 2943.434814
	Iteration 31Q: 3 clusters Score -943509.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -943509.062500 Penalty: 2943.434814
	Iteration 32F: 3 clusters Score -943509.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Entering Unmasked Estep 
Score: -4154610.750000 Penalty: 1699.845215
	Iteration 0F: 2 clusters Score -4154611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -4131178.750000 Penalty: 3399.690430
	Iteration 0F: 3 clusters Score -4131179 nChanged 16202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -4140420.000000 Penalty: 3399.690430
	Iteration 1F: 3 clusters Score -4140420 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -4141021.750000 Penalty: 3399.690430
	Iteration 2Q: 3 clusters Score -4141022 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -4141629.750000 Penalty: 3399.690430
	Iteration 3Q: 3 clusters Score -4141630 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4142268.000000 Penalty: 3399.690430
	Iteration 4Q: 3 clusters Score -4142268 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -4143015.500000 Penalty: 3399.690430
	Iteration 5Q: 3 clusters Score -4143016 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -4143762.000000 Penalty: 3399.690430
	Iteration 6Q: 3 clusters Score -4143762 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -4144574.000000 Penalty: 3399.690430
	Iteration 7Q: 3 clusters Score -4144574 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -4145424.250000 Penalty: 3399.690430
	Iteration 8Q: 3 clusters Score -4145424 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -4146248.500000 Penalty: 3399.690430
	Iteration 9Q: 3 clusters Score -4146248 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -4147111.750000 Penalty: 3399.690430
	Iteration 10Q: 3 clusters Score -4147112 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -4147960.000000 Penalty: 3399.690430
	Iteration 11Q: 3 clusters Score -4147960 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -4148653.750000 Penalty: 3399.690430
	Iteration 12Q: 3 clusters Score -4148654 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -4149252.750000 Penalty: 3399.690430
	Iteration 13Q: 3 clusters Score -4149253 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -4149702.500000 Penalty: 3399.690430
	Iteration 14Q: 3 clusters Score -4149702 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -4150065.750000 Penalty: 3399.690430
	Iteration 15Q: 3 clusters Score -4150066 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -4150435.750000 Penalty: 3399.690430
	Iteration 16Q: 3 clusters Score -4150436 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -4150764.250000 Penalty: 3399.690430
	Iteration 17Q: 3 clusters Score -4150764 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -4151077.250000 Penalty: 3399.690430
	Iteration 18Q: 3 clusters Score -4151077 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -4151412.250000 Penalty: 3399.690430
	Iteration 19Q: 3 clusters Score -4151412 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -4151736.250000 Penalty: 3399.690430
	Iteration 20F: 3 clusters Score -4151736 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -4152072.000000 Penalty: 3399.690430
	Iteration 21Q: 3 clusters Score -4152072 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -4152356.250000 Penalty: 3399.690430
	Iteration 22Q: 3 clusters Score -4152356 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4152568.500000 Penalty: 3399.690430
	Iteration 23Q: 3 clusters Score -4152568 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -4152736.500000 Penalty: 3399.690430
	Iteration 24Q: 3 clusters Score -4152736 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -4152883.500000 Penalty: 3399.690430
	Iteration 25Q: 3 clusters Score -4152884 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -4152993.750000 Penalty: 3399.690430
	Iteration 26Q: 3 clusters Score -4152994 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -4153086.000000 Penalty: 3399.690430
	Iteration 27Q: 3 clusters Score -4153086 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -4153160.250000 Penalty: 3399.690430
	Iteration 28Q: 3 clusters Score -4153160 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -4153213.250000 Penalty: 3399.690430
	Iteration 29Q: 3 clusters Score -4153213 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -4153266.750000 Penalty: 3399.690430
	Iteration 30Q: 3 clusters Score -4153267 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -4153306.250000 Penalty: 3399.690430
	Iteration 31Q: 3 clusters Score -4153306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -4153331.000000 Penalty: 3399.690430
	Iteration 32Q: 3 clusters Score -4153331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -4153353.250000 Penalty: 3399.690430
	Iteration 33Q: 3 clusters Score -4153353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -4153367.750000 Penalty: 3399.690430
	Iteration 34Q: 3 clusters Score -4153368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -4153377.750000 Penalty: 3399.690430
	Iteration 35Q: 3 clusters Score -4153378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4153387.000000 Penalty: 3399.690430
	Iteration 36Q: 3 clusters Score -4153387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -4153396.750000 Penalty: 3399.690430
	Iteration 37Q: 3 clusters Score -4153397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -4153404.750000 Penalty: 3399.690430
	Iteration 38Q: 3 clusters Score -4153405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -4153411.500000 Penalty: 3399.690430
	Iteration 39Q: 3 clusters Score -4153412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -4153418.000000 Penalty: 3399.690430
	Iteration 40F: 3 clusters Score -4153418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4153430.750000 Penalty: 3399.690430
	Iteration 41Q: 3 clusters Score -4153431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4153432.500000 Penalty: 3399.690430
	Iteration 42Q: 3 clusters Score -4153432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -4153443.250000 Penalty: 3399.690430
	Iteration 43Q: 3 clusters Score -4153443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -4153447.250000 Penalty: 3399.690430
	Iteration 44Q: 3 clusters Score -4153447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -4153455.250000 Penalty: 3399.690430
	Iteration 45Q: 3 clusters Score -4153455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4153460.000000 Penalty: 3399.690430
	Iteration 46Q: 3 clusters Score -4153460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -4153458.750000 Penalty: 3399.690430
	Iteration 47Q: 3 clusters Score -4153459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4153465.750000 Penalty: 3399.690430
	Iteration 48Q: 3 clusters Score -4153466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4153472.750000 Penalty: 3399.690430
	Iteration 49Q: 3 clusters Score -4153473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -4153471.250000 Penalty: 3399.690430
	Iteration 50Q: 3 clusters Score -4153471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4153470.750000 Penalty: 3399.690430
	Iteration 51Q: 3 clusters Score -4153471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4153471.000000 Penalty: 3399.690430
	Iteration 52Q: 3 clusters Score -4153471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4153469.000000 Penalty: 3399.690430
	Iteration 53Q: 3 clusters Score -4153469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4153471.250000 Penalty: 3399.690430
	Iteration 54Q: 3 clusters Score -4153471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -4153469.500000 Penalty: 3399.690430
	Iteration 55Q: 3 clusters Score -4153470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4153469.500000 Penalty: 3399.690430
	Iteration 56Q: 3 clusters Score -4153470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -4153472.250000 Penalty: 3399.690430
	Iteration 57Q: 3 clusters Score -4153472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -4153476.250000 Penalty: 3399.690430
	Iteration 58Q: 3 clusters Score -4153476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4153478.000000 Penalty: 3399.690430
	Iteration 59Q: 3 clusters Score -4153478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -4153479.250000 Penalty: 3399.690430
	Iteration 60F: 3 clusters Score -4153479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -4153485.000000 Penalty: 3399.690430
	Iteration 61Q: 3 clusters Score -4153485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -4153488.000000 Penalty: 3399.690430
	Iteration 62Q: 3 clusters Score -4153488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -4153490.500000 Penalty: 3399.690430
	Iteration 63Q: 3 clusters Score -4153490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -4153491.500000 Penalty: 3399.690430
	Iteration 64Q: 3 clusters Score -4153492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -4153490.250000 Penalty: 3399.690430
	Iteration 65Q: 3 clusters Score -4153490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -4153494.250000 Penalty: 3399.690430
	Iteration 66Q: 3 clusters Score -4153494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4153494.250000 Penalty: 3399.690430
	Iteration 67Q: 3 clusters Score -4153494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4153494.250000 Penalty: 3399.690430
	Iteration 68F: 3 clusters Score -4153494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -12500.978516 Penalty: 861.786987
	Iteration 0F: 2 clusters Score -12500.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11943.908203 Penalty: 1723.573975
	Iteration 0F: 3 clusters Score -11943.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12174.785156 Penalty: 1723.573975
	Iteration 1F: 3 clusters Score -12174.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12200.647461 Penalty: 1723.573975
	Iteration 2Q: 3 clusters Score -12200.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12218.375977 Penalty: 1723.573975
	Iteration 3Q: 3 clusters Score -12218.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12241.297852 Penalty: 1723.573975
	Iteration 4Q: 3 clusters Score -12241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12245.610352 Penalty: 1723.573975
	Iteration 5Q: 3 clusters Score -12245.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12248.360352 Penalty: 1723.573975
	Iteration 6F: 3 clusters Score -12248.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12256.258789 Penalty: 1723.573975
	Iteration 7Q: 3 clusters Score -12256.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12256.258789 Penalty: 1723.573975
	Iteration 8F: 3 clusters Score -12256.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Entering Unmasked Estep 
Score: -3491629.500000 Penalty: 1672.379883
	Iteration 0F: 2 clusters Score -3491630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3471837.500000 Penalty: 3344.759766
	Iteration 0F: 3 clusters Score -3471838 nChanged 13452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3479456.750000 Penalty: 3344.759766
	Iteration 1F: 3 clusters Score -3479457 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3480126.750000 Penalty: 3344.759766
	Iteration 2F: 3 clusters Score -3480127 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3480811.500000 Penalty: 3344.759766
	Iteration 3F: 3 clusters Score -3480812 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3481646.000000 Penalty: 3344.759766
	Iteration 4F: 3 clusters Score -3481646 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3482666.250000 Penalty: 3344.759766
	Iteration 5F: 3 clusters Score -3482666 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3483963.750000 Penalty: 3344.759766
	Iteration 6F: 3 clusters Score -3483964 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3485302.250000 Penalty: 3344.759766
	Iteration 7F: 3 clusters Score -3485302 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3486292.500000 Penalty: 3344.759766
	Iteration 8F: 3 clusters Score -3486292 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -3486921.750000 Penalty: 3344.759766
	Iteration 9Q: 3 clusters Score -3486922 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -3487345.000000 Penalty: 3344.759766
	Iteration 10Q: 3 clusters Score -3487345 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3487716.000000 Penalty: 3344.759766
	Iteration 11Q: 3 clusters Score -3487716 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3487998.500000 Penalty: 3344.759766
	Iteration 12Q: 3 clusters Score -3487998 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3488237.750000 Penalty: 3344.759766
	Iteration 13Q: 3 clusters Score -3488238 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -3488444.000000 Penalty: 3344.759766
	Iteration 14Q: 3 clusters Score -3488444 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -3488590.000000 Penalty: 3344.759766
	Iteration 15Q: 3 clusters Score -3488590 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3488717.000000 Penalty: 3344.759766
	Iteration 16Q: 3 clusters Score -3488717 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3488807.250000 Penalty: 3344.759766
	Iteration 17Q: 3 clusters Score -3488807 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3488904.000000 Penalty: 3344.759766
	Iteration 18Q: 3 clusters Score -3488904 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -3488979.750000 Penalty: 3344.759766
	Iteration 19Q: 3 clusters Score -3488980 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3489033.500000 Penalty: 3344.759766
	Iteration 20F: 3 clusters Score -3489034 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3489087.250000 Penalty: 3344.759766
	Iteration 21Q: 3 clusters Score -3489087 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3489126.500000 Penalty: 3344.759766
	Iteration 22Q: 3 clusters Score -3489126 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -3489174.750000 Penalty: 3344.759766
	Iteration 23Q: 3 clusters Score -3489175 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -3489214.500000 Penalty: 3344.759766
	Iteration 24Q: 3 clusters Score -3489214 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3489267.750000 Penalty: 3344.759766
	Iteration 25Q: 3 clusters Score -3489268 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -3489313.500000 Penalty: 3344.759766
	Iteration 26Q: 3 clusters Score -3489314 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -3489349.000000 Penalty: 3344.759766
	Iteration 27Q: 3 clusters Score -3489349 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -3489372.000000 Penalty: 3344.759766
	Iteration 28Q: 3 clusters Score -3489372 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3489404.000000 Penalty: 3344.759766
	Iteration 29Q: 3 clusters Score -3489404 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3489448.500000 Penalty: 3344.759766
	Iteration 30Q: 3 clusters Score -3489448 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3489492.750000 Penalty: 3344.759766
	Iteration 31Q: 3 clusters Score -3489493 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3489552.000000 Penalty: 3344.759766
	Iteration 32Q: 3 clusters Score -3489552 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3489597.250000 Penalty: 3344.759766
	Iteration 33Q: 3 clusters Score -3489597 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3489623.250000 Penalty: 3344.759766
	Iteration 34Q: 3 clusters Score -3489623 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3489648.250000 Penalty: 3344.759766
	Iteration 35Q: 3 clusters Score -3489648 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3489690.250000 Penalty: 3344.759766
	Iteration 36Q: 3 clusters Score -3489690 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3489720.000000 Penalty: 3344.759766
	Iteration 37Q: 3 clusters Score -3489720 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3489746.750000 Penalty: 3344.759766
	Iteration 38Q: 3 clusters Score -3489747 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3489796.250000 Penalty: 3344.759766
	Iteration 39Q: 3 clusters Score -3489796 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3489835.500000 Penalty: 3344.759766
	Iteration 40F: 3 clusters Score -3489836 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3489868.250000 Penalty: 3344.759766
	Iteration 41Q: 3 clusters Score -3489868 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3489903.250000 Penalty: 3344.759766
	Iteration 42Q: 3 clusters Score -3489903 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3489954.500000 Penalty: 3344.759766
	Iteration 43Q: 3 clusters Score -3489954 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3490006.000000 Penalty: 3344.759766
	Iteration 44Q: 3 clusters Score -3490006 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3490049.000000 Penalty: 3344.759766
	Iteration 45Q: 3 clusters Score -3490049 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3490111.000000 Penalty: 3344.759766
	Iteration 46Q: 3 clusters Score -3490111 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3490149.250000 Penalty: 3344.759766
	Iteration 47Q: 3 clusters Score -3490149 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3490183.250000 Penalty: 3344.759766
	Iteration 48Q: 3 clusters Score -3490183 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3490208.250000 Penalty: 3344.759766
	Iteration 49Q: 3 clusters Score -3490208 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3490240.500000 Penalty: 3344.759766
	Iteration 50Q: 3 clusters Score -3490240 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3490271.750000 Penalty: 3344.759766
	Iteration 51Q: 3 clusters Score -3490272 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3490307.000000 Penalty: 3344.759766
	Iteration 52Q: 3 clusters Score -3490307 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3490342.000000 Penalty: 3344.759766
	Iteration 53Q: 3 clusters Score -3490342 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3490368.750000 Penalty: 3344.759766
	Iteration 54Q: 3 clusters Score -3490369 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3490402.500000 Penalty: 3344.759766
	Iteration 55Q: 3 clusters Score -3490402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3490424.250000 Penalty: 3344.759766
	Iteration 56Q: 3 clusters Score -3490424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3490442.000000 Penalty: 3344.759766
	Iteration 57Q: 3 clusters Score -3490442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3490453.000000 Penalty: 3344.759766
	Iteration 58Q: 3 clusters Score -3490453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3490464.750000 Penalty: 3344.759766
	Iteration 59Q: 3 clusters Score -3490465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3490474.750000 Penalty: 3344.759766
	Iteration 60F: 3 clusters Score -3490475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3490487.250000 Penalty: 3344.759766
	Iteration 61Q: 3 clusters Score -3490487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3490498.750000 Penalty: 3344.759766
	Iteration 62Q: 3 clusters Score -3490499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3490509.250000 Penalty: 3344.759766
	Iteration 63Q: 3 clusters Score -3490509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3490514.250000 Penalty: 3344.759766
	Iteration 64Q: 3 clusters Score -3490514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3490518.750000 Penalty: 3344.759766
	Iteration 65Q: 3 clusters Score -3490519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3490528.000000 Penalty: 3344.759766
	Iteration 66Q: 3 clusters Score -3490528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3490531.500000 Penalty: 3344.759766
	Iteration 67Q: 3 clusters Score -3490532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3490533.750000 Penalty: 3344.759766
	Iteration 68Q: 3 clusters Score -3490534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3490540.500000 Penalty: 3344.759766
	Iteration 69Q: 3 clusters Score -3490540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3490544.250000 Penalty: 3344.759766
	Iteration 70Q: 3 clusters Score -3490544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3490544.000000 Penalty: 3344.759766
	Iteration 71Q: 3 clusters Score -3490544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3490547.000000 Penalty: 3344.759766
	Iteration 72Q: 3 clusters Score -3490547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3490545.750000 Penalty: 3344.759766
	Iteration 73Q: 3 clusters Score -3490546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3490545.000000 Penalty: 3344.759766
	Iteration 74Q: 3 clusters Score -3490545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3490545.000000 Penalty: 3344.759766
	Iteration 75Q: 3 clusters Score -3490545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3490545.000000 Penalty: 3344.759766
	Iteration 76F: 3 clusters Score -3490545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Entering Unmasked Estep 
Score: -2271648.500000 Penalty: 1592.808472
	Iteration 0F: 2 clusters Score -2271648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2259280.500000 Penalty: 3185.616943
	Iteration 0F: 3 clusters Score -2259280 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2263614.750000 Penalty: 3185.616943
	Iteration 1F: 3 clusters Score -2263615 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2264034.250000 Penalty: 3185.616943
	Iteration 2F: 3 clusters Score -2264034 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2264575.250000 Penalty: 3185.616943
	Iteration 3F: 3 clusters Score -2264575 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2265341.250000 Penalty: 3185.616943
	Iteration 4F: 3 clusters Score -2265341 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2266395.000000 Penalty: 3185.616943
	Iteration 5F: 3 clusters Score -2266395 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2267552.000000 Penalty: 3185.616943
	Iteration 6F: 3 clusters Score -2267552 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2268586.000000 Penalty: 3185.616943
	Iteration 7F: 3 clusters Score -2268586 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2269354.750000 Penalty: 3185.616943
	Iteration 8Q: 3 clusters Score -2269355 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2269793.500000 Penalty: 3185.616943
	Iteration 9Q: 3 clusters Score -2269794 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2269998.250000 Penalty: 3185.616943
	Iteration 10Q: 3 clusters Score -2269998 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2270081.250000 Penalty: 3185.616943
	Iteration 11Q: 3 clusters Score -2270081 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2270133.250000 Penalty: 3185.616943
	Iteration 12Q: 3 clusters Score -2270133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2270161.000000 Penalty: 3185.616943
	Iteration 13Q: 3 clusters Score -2270161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2270180.500000 Penalty: 3185.616943
	Iteration 14Q: 3 clusters Score -2270180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2270189.000000 Penalty: 3185.616943
	Iteration 15Q: 3 clusters Score -2270189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2270195.500000 Penalty: 3185.616943
	Iteration 16Q: 3 clusters Score -2270196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2270206.250000 Penalty: 3185.616943
	Iteration 17Q: 3 clusters Score -2270206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2270209.250000 Penalty: 3185.616943
	Iteration 18Q: 3 clusters Score -2270209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2270213.000000 Penalty: 3185.616943
	Iteration 19Q: 3 clusters Score -2270213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2270215.250000 Penalty: 3185.616943
	Iteration 20F: 3 clusters Score -2270215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2270217.500000 Penalty: 3185.616943
	Iteration 21Q: 3 clusters Score -2270218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2270217.500000 Penalty: 3185.616943
	Iteration 22F: 3 clusters Score -2270218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (108910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108910 members 
Entering Unmasked Estep 
Score: -13918566.000000 Penalty: 1884.719971
	Iteration 0F: 2 clusters Score -1.391857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -13847281.000000 Penalty: 3769.439941
	Iteration 0F: 3 clusters Score -1.384728e+07 nChanged 52250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
Score: -13878676.000000 Penalty: 3769.439941
	Iteration 1F: 3 clusters Score -1.387868e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 63446 members 
Entering Unmasked Estep 
Score: -13880473.000000 Penalty: 3769.439941
	Iteration 2Q: 3 clusters Score -1.388047e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 68703 members 
Entering Unmasked Estep 
Score: -13883625.000000 Penalty: 3769.439941
	Iteration 3F: 3 clusters Score -1.388362e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -13888581.000000 Penalty: 3769.439941
	Iteration 4F: 3 clusters Score -1.388858e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 84549 members 
Entering Unmasked Estep 
Score: -13895377.000000 Penalty: 3769.439941
	Iteration 5F: 3 clusters Score -1.389538e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -13902703.000000 Penalty: 3769.439941
	Iteration 6F: 3 clusters Score -1.39027e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 99802 members 
Entering Unmasked Estep 
Score: -13908485.000000 Penalty: 3769.439941
	Iteration 7F: 3 clusters Score -1.390848e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 104190 members 
Entering Unmasked Estep 
Score: -13912454.000000 Penalty: 3769.439941
	Iteration 8Q: 3 clusters Score -1.391245e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 106689 members 
Entering Unmasked Estep 
Score: -13914780.000000 Penalty: 3769.439941
	Iteration 9Q: 3 clusters Score -1.391478e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 107925 members 
Entering Unmasked Estep 
Score: -13915956.000000 Penalty: 3769.439941
	Iteration 10Q: 3 clusters Score -1.391596e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 108455 members 
Entering Unmasked Estep 
Score: -13916478.000000 Penalty: 3769.439941
	Iteration 11Q: 3 clusters Score -1.391648e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 108627 members 
Entering Unmasked Estep 
Score: -13916696.000000 Penalty: 3769.439941
	Iteration 12Q: 3 clusters Score -1.39167e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 108696 members 
Entering Unmasked Estep 
Score: -13916798.000000 Penalty: 3769.439941
	Iteration 13Q: 3 clusters Score -1.39168e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 108715 members 
Entering Unmasked Estep 
Score: -13916818.000000 Penalty: 3769.439941
	Iteration 14Q: 3 clusters Score -1.391682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 108728 members 
Entering Unmasked Estep 
Score: -13916842.000000 Penalty: 3769.439941
	Iteration 15Q: 3 clusters Score -1.391684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 108731 members 
Entering Unmasked Estep 
Score: -13916843.000000 Penalty: 3769.439941
	Iteration 16Q: 3 clusters Score -1.391684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 108737 members 
Entering Unmasked Estep 
Score: -13916857.000000 Penalty: 3769.439941
	Iteration 17Q: 3 clusters Score -1.391686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 108736 members 
Entering Unmasked Estep 
Score: -13916873.000000 Penalty: 3769.439941
	Iteration 18Q: 3 clusters Score -1.391687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 108736 members 
Entering Unmasked Estep 
Score: -13916873.000000 Penalty: 3769.439941
	Iteration 19F: 3 clusters Score -1.391687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Entering Unmasked Estep 
Score: -2255231.750000 Penalty: 1596.375366
	Iteration 0F: 2 clusters Score -2255232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2242490.750000 Penalty: 3192.750732
	Iteration 0F: 3 clusters Score -2242491 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2246990.250000 Penalty: 3192.750732
	Iteration 1F: 3 clusters Score -2246990 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2247298.750000 Penalty: 3192.750732
	Iteration 2Q: 3 clusters Score -2247299 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2247598.000000 Penalty: 3192.750732
	Iteration 3Q: 3 clusters Score -2247598 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2247938.250000 Penalty: 3192.750732
	Iteration 4Q: 3 clusters Score -2247938 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2248357.000000 Penalty: 3192.750732
	Iteration 5Q: 3 clusters Score -2248357 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2248916.250000 Penalty: 3192.750732
	Iteration 6F: 3 clusters Score -2248916 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2249722.250000 Penalty: 3192.750732
	Iteration 7F: 3 clusters Score -2249722 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2250724.250000 Penalty: 3192.750732
	Iteration 8F: 3 clusters Score -2250724 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2251765.250000 Penalty: 3192.750732
	Iteration 9F: 3 clusters Score -2251765 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2252573.500000 Penalty: 3192.750732
	Iteration 10Q: 3 clusters Score -2252574 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2253123.250000 Penalty: 3192.750732
	Iteration 11Q: 3 clusters Score -2253123 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2253436.500000 Penalty: 3192.750732
	Iteration 12Q: 3 clusters Score -2253436 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2253612.500000 Penalty: 3192.750732
	Iteration 13Q: 3 clusters Score -2253612 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2253736.250000 Penalty: 3192.750732
	Iteration 14Q: 3 clusters Score -2253736 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2253814.000000 Penalty: 3192.750732
	Iteration 15Q: 3 clusters Score -2253814 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2253866.250000 Penalty: 3192.750732
	Iteration 16Q: 3 clusters Score -2253866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2253896.250000 Penalty: 3192.750732
	Iteration 17Q: 3 clusters Score -2253896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2253928.000000 Penalty: 3192.750732
	Iteration 18Q: 3 clusters Score -2253928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2253944.500000 Penalty: 3192.750732
	Iteration 19Q: 3 clusters Score -2253944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2253964.500000 Penalty: 3192.750732
	Iteration 20F: 3 clusters Score -2253964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2253976.750000 Penalty: 3192.750732
	Iteration 21Q: 3 clusters Score -2253977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2253990.250000 Penalty: 3192.750732
	Iteration 22Q: 3 clusters Score -2253990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2253993.000000 Penalty: 3192.750732
	Iteration 23Q: 3 clusters Score -2253993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2253999.250000 Penalty: 3192.750732
	Iteration 24Q: 3 clusters Score -2253999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2254005.250000 Penalty: 3192.750732
	Iteration 25Q: 3 clusters Score -2254005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2254009.750000 Penalty: 3192.750732
	Iteration 26Q: 3 clusters Score -2254010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2254011.500000 Penalty: 3192.750732
	Iteration 27Q: 3 clusters Score -2254012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2254012.750000 Penalty: 3192.750732
	Iteration 28Q: 3 clusters Score -2254013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2254014.500000 Penalty: 3192.750732
	Iteration 29Q: 3 clusters Score -2254014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2254015.500000 Penalty: 3192.750732
	Iteration 30Q: 3 clusters Score -2254016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2254015.500000 Penalty: 3192.750732
	Iteration 31F: 3 clusters Score -2254016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Entering Unmasked Estep 
Score: -3561159.500000 Penalty: 1672.776367
	Iteration 0F: 2 clusters Score -3561160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -3541337.500000 Penalty: 3345.552734
	Iteration 0F: 3 clusters Score -3541338 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -3549408.750000 Penalty: 3345.552734
	Iteration 1F: 3 clusters Score -3549409 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3550484.750000 Penalty: 3345.552734
	Iteration 2F: 3 clusters Score -3550485 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -3551868.750000 Penalty: 3345.552734
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Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -3554173 nChanged 1573
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Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3556491 nChanged 991
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Mstep: Class 1 contains 12055 members 
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Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 17415 members 
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Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 17296 members 
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	Iteration 11Q: 3 clusters Score -3557307 nChanged 421
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Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3557406 nChanged 345
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Mstep: Class 1 contains 12541 members 
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	Iteration 13Q: 3 clusters Score -3557472 nChanged 315
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Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3557542 nChanged 307
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Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 16337 members 
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Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 16161 members 
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Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 16027 members 
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	Iteration 19Q: 3 clusters Score -3557849 nChanged 213
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Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 15868 members 
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	Iteration 20F: 3 clusters Score -3557886 nChanged 233
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Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 15687 members 
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Mstep: Class 1 contains 14044 members 
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Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 15332 members 
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Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 15120 members 
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	Iteration 25Q: 3 clusters Score -3558137 nChanged 266
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Mstep: Class 2 contains 14069 members 
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Mstep: Class 2 contains 13763 members 
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Mstep: Class 2 contains 12384 members 
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	Iteration 40F: 3 clusters Score -3560007 nChanged 504
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Mstep: Class 1 contains 21706 members 
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Mstep: Class 1 contains 23359 members 
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	Iteration 56Q: 3 clusters Score -3562624 nChanged 88
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	Iteration 58Q: 3 clusters Score -3562684 nChanged 86
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	Iteration 59Q: 3 clusters Score -3562707 nChanged 80
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	Iteration 60F: 3 clusters Score -3562754 nChanged 82
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	Iteration 62Q: 3 clusters Score -3562802 nChanged 77
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Mstep: Class 1 contains 25579 members 
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	Iteration 63Q: 3 clusters Score -3562823 nChanged 68
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	Iteration 64Q: 3 clusters Score -3562850 nChanged 61
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	Iteration 65Q: 3 clusters Score -3562864 nChanged 53
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	Iteration 66Q: 3 clusters Score -3562882 nChanged 42
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	Iteration 67Q: 3 clusters Score -3562897 nChanged 33
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	Iteration 68Q: 3 clusters Score -3562905 nChanged 42
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	Iteration 69Q: 3 clusters Score -3562920 nChanged 35
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	Iteration 70Q: 3 clusters Score -3562926 nChanged 40
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	Iteration 71Q: 3 clusters Score -3562933 nChanged 45
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	Iteration 72Q: 3 clusters Score -3562947 nChanged 42
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Mstep: Class 1 contains 26040 members 
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	Iteration 73Q: 3 clusters Score -3562956 nChanged 35
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	Iteration 74Q: 3 clusters Score -3562961 nChanged 29
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Mstep: Class 1 contains 26131 members 
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	Iteration 76Q: 3 clusters Score -3562972 nChanged 38
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	Iteration 77Q: 3 clusters Score -3562981 nChanged 42
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	Iteration 78Q: 3 clusters Score -3562992 nChanged 35
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	Iteration 79Q: 3 clusters Score -3562995 nChanged 20
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	Iteration 80F: 3 clusters Score -3562990 nChanged 22
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	Iteration 81Q: 3 clusters Score -3562996 nChanged 16
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	Iteration 82Q: 3 clusters Score -3563007 nChanged 16
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	Iteration 83Q: 3 clusters Score -3563007 nChanged 15
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	Iteration 84Q: 3 clusters Score -3563004 nChanged 10
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	Iteration 85Q: 3 clusters Score -3563002 nChanged 9
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	Iteration 86Q: 3 clusters Score -3563004 nChanged 10
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Mstep: Class 1 contains 26364 members 
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	Iteration 87Q: 3 clusters Score -3563009 nChanged 12
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Mstep: Class 1 contains 26376 members 
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	Iteration 88Q: 3 clusters Score -3563005 nChanged 9
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Mstep: Class 1 contains 26385 members 
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	Iteration 89Q: 3 clusters Score -3563005 nChanged 8
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Mstep: Class 1 contains 26393 members 
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	Iteration 90Q: 3 clusters Score -3563010 nChanged 5
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Mstep: Class 1 contains 26398 members 
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	Iteration 91Q: 3 clusters Score -3563010 nChanged 3
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	Iteration 92Q: 3 clusters Score -3563010 nChanged 3
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	Iteration 93Q: 3 clusters Score -3563008 nChanged 0
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	Iteration 94F: 3 clusters Score -3563008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 136777 members 
Mstep: Class 3 contains 8576 members 
Mstep: Class 4 contains 34912 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 29483 members 
Mstep: Class 7 contains 18068 members 
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Mstep: Class 11 contains 40686 members 
Mstep: Class 12 contains 16434 members 
Mstep: Class 13 contains 26488 members 
Mstep: Class 14 contains 13577 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7081 members 
Mstep: Class 17 contains 12130 members 
Mstep: Class 18 contains 46641 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6451 members 
Mstep: Class 21 contains 5979 members 
Mstep: Class 22 contains 26796 members 
Mstep: Class 23 contains 22474 members 
Mstep: Class 24 contains 122967 members 
Mstep: Class 25 contains 5397 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 4669 members 
Mstep: Class 28 contains 4182 members 
Mstep: Class 29 contains 966 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33028 members 
Mstep: Class 32 contains 84366 members 
Mstep: Class 33 contains 3516 members 
Mstep: Class 34 contains 4464 members 
Mstep: Class 35 contains 5298 members 
Mstep: Class 36 contains 3151 members 
Entering Unmasked Estep 
Score: -108946984.000000 Penalty: 80105.234375
Splitting cluster 10 changes total score from -108945376.000000 to -108946984.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 11 (40686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Entering Unmasked Estep 
Score: -5239038.500000 Penalty: 1724.716309
	Iteration 0F: 2 clusters Score -5239038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -5211882.500000 Penalty: 3449.432617
	Iteration 0F: 3 clusters Score -5211882 nChanged 18908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -5222297.500000 Penalty: 3449.432617
	Iteration 1F: 3 clusters Score -5222298 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -5222688.000000 Penalty: 3449.432617
	Iteration 2Q: 3 clusters Score -5222688 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -5223038.000000 Penalty: 3449.432617
	Iteration 3Q: 3 clusters Score -5223038 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -5223393.000000 Penalty: 3449.432617
	Iteration 4Q: 3 clusters Score -5223393 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -5223861.500000 Penalty: 3449.432617
	Iteration 5Q: 3 clusters Score -5223862 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -5224427.000000 Penalty: 3449.432617
	Iteration 6Q: 3 clusters Score -5224427 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -5225257.500000 Penalty: 3449.432617
	Iteration 7Q: 3 clusters Score -5225258 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -5226269.500000 Penalty: 3449.432617
	Iteration 8F: 3 clusters Score -5226270 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -5227458.500000 Penalty: 3449.432617
	Iteration 9F: 3 clusters Score -5227458 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -5228590.500000 Penalty: 3449.432617
	Iteration 10F: 3 clusters Score -5228590 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -5229502.500000 Penalty: 3449.432617
	Iteration 11F: 3 clusters Score -5229502 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -5230280.000000 Penalty: 3449.432617
	Iteration 12Q: 3 clusters Score -5230280 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -5230926.000000 Penalty: 3449.432617
	Iteration 13Q: 3 clusters Score -5230926 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -5231472.500000 Penalty: 3449.432617
	Iteration 14Q: 3 clusters Score -5231472 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -5232067.000000 Penalty: 3449.432617
	Iteration 15Q: 3 clusters Score -5232067 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -5232700.500000 Penalty: 3449.432617
	Iteration 16Q: 3 clusters Score -5232700 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -5233432.000000 Penalty: 3449.432617
	Iteration 17Q: 3 clusters Score -5233432 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -5234295.500000 Penalty: 3449.432617
	Iteration 18Q: 3 clusters Score -5234296 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -5235168.000000 Penalty: 3449.432617
	Iteration 19Q: 3 clusters Score -5235168 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -5235993.000000 Penalty: 3449.432617
	Iteration 20F: 3 clusters Score -5235993 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -5236602.000000 Penalty: 3449.432617
	Iteration 21Q: 3 clusters Score -5236602 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -5237002.500000 Penalty: 3449.432617
	Iteration 22Q: 3 clusters Score -5237002 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -5237276.000000 Penalty: 3449.432617
	Iteration 23Q: 3 clusters Score -5237276 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -5237385.000000 Penalty: 3449.432617
	Iteration 24Q: 3 clusters Score -5237385 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -5237458.500000 Penalty: 3449.432617
	Iteration 25Q: 3 clusters Score -5237458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -5237492.500000 Penalty: 3449.432617
	Iteration 26Q: 3 clusters Score -5237492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -5237517.500000 Penalty: 3449.432617
	Iteration 27Q: 3 clusters Score -5237518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -5237537.500000 Penalty: 3449.432617
	Iteration 28Q: 3 clusters Score -5237538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -5237543.000000 Penalty: 3449.432617
	Iteration 29Q: 3 clusters Score -5237543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -5237549.500000 Penalty: 3449.432617
	Iteration 30Q: 3 clusters Score -5237550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -5237574.500000 Penalty: 3449.432617
	Iteration 31Q: 3 clusters Score -5237574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -5237574.500000 Penalty: 3449.432617
	Iteration 32Q: 3 clusters Score -5237574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -5237580.000000 Penalty: 3449.432617
	Iteration 33Q: 3 clusters Score -5237580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -5237580.000000 Penalty: 3449.432617
	Iteration 34F: 3 clusters Score -5237580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Entering Unmasked Estep 
Score: -2101406.250000 Penalty: 1577.405029
	Iteration 0F: 2 clusters Score -2101406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2090027.875000 Penalty: 3154.810059
	Iteration 0F: 3 clusters Score -2090028 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2093987.625000 Penalty: 3154.810059
	Iteration 1F: 3 clusters Score -2093988 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2094221.625000 Penalty: 3154.810059
	Iteration 2Q: 3 clusters Score -2094222 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2094444.625000 Penalty: 3154.810059
	Iteration 3Q: 3 clusters Score -2094445 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2094626.875000 Penalty: 3154.810059
	Iteration 4Q: 3 clusters Score -2094627 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2094840.375000 Penalty: 3154.810059
	Iteration 5Q: 3 clusters Score -2094840 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2095084.625000 Penalty: 3154.810059
	Iteration 6Q: 3 clusters Score -2095085 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2095389.750000 Penalty: 3154.810059
	Iteration 7Q: 3 clusters Score -2095390 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2095844.500000 Penalty: 3154.810059
	Iteration 8Q: 3 clusters Score -2095844 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2096480.250000 Penalty: 3154.810059
	Iteration 9F: 3 clusters Score -2096480 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2097322.750000 Penalty: 3154.810059
	Iteration 10F: 3 clusters Score -2097323 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2098207.250000 Penalty: 3154.810059
	Iteration 11F: 3 clusters Score -2098207 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2098924.500000 Penalty: 3154.810059
	Iteration 12Q: 3 clusters Score -2098924 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2099393.250000 Penalty: 3154.810059
	Iteration 13Q: 3 clusters Score -2099393 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2099652.500000 Penalty: 3154.810059
	Iteration 14Q: 3 clusters Score -2099652 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2099811.750000 Penalty: 3154.810059
	Iteration 15Q: 3 clusters Score -2099812 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2099916.000000 Penalty: 3154.810059
	Iteration 16Q: 3 clusters Score -2099916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2099970.500000 Penalty: 3154.810059
	Iteration 17Q: 3 clusters Score -2099970 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2100016.000000 Penalty: 3154.810059
	Iteration 18Q: 3 clusters Score -2100016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2100043.250000 Penalty: 3154.810059
	Iteration 19Q: 3 clusters Score -2100043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2100063.250000 Penalty: 3154.810059
	Iteration 20F: 3 clusters Score -2100063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2100085.750000 Penalty: 3154.810059
	Iteration 21Q: 3 clusters Score -2100086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2100100.000000 Penalty: 3154.810059
	Iteration 22Q: 3 clusters Score -2100100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2100106.500000 Penalty: 3154.810059
	Iteration 23Q: 3 clusters Score -2100106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2100112.000000 Penalty: 3154.810059
	Iteration 24Q: 3 clusters Score -2100112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2100114.750000 Penalty: 3154.810059
	Iteration 25Q: 3 clusters Score -2100115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2100120.000000 Penalty: 3154.810059
	Iteration 26Q: 3 clusters Score -2100120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2100121.500000 Penalty: 3154.810059
	Iteration 27Q: 3 clusters Score -2100122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2100125.750000 Penalty: 3154.810059
	Iteration 28Q: 3 clusters Score -2100126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2100127.250000 Penalty: 3154.810059
	Iteration 29Q: 3 clusters Score -2100127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2100127.250000 Penalty: 3154.810059
	Iteration 30Q: 3 clusters Score -2100127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2100129.250000 Penalty: 3154.810059
	Iteration 31Q: 3 clusters Score -2100129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2100129.250000 Penalty: 3154.810059
	Iteration 32F: 3 clusters Score -2100129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Entering Unmasked Estep 
Score: -3357372.750000 Penalty: 1654.972656
	Iteration 0F: 2 clusters Score -3357373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3339502.250000 Penalty: 3309.945312
	Iteration 0F: 3 clusters Score -3339502 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -3346297.750000 Penalty: 3309.945312
	Iteration 1F: 3 clusters Score -3346298 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3346760.000000 Penalty: 3309.945312
	Iteration 2Q: 3 clusters Score -3346760 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3347227.500000 Penalty: 3309.945312
	Iteration 3Q: 3 clusters Score -3347228 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3347876.250000 Penalty: 3309.945312
	Iteration 4F: 3 clusters Score -3347876 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -3348717.250000 Penalty: 3309.945312
	Iteration 5F: 3 clusters Score -3348717 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3349763.000000 Penalty: 3309.945312
	Iteration 6F: 3 clusters Score -3349763 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3351041.250000 Penalty: 3309.945312
	Iteration 7F: 3 clusters Score -3351041 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3352392.250000 Penalty: 3309.945312
	Iteration 8F: 3 clusters Score -3352392 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -3353691.250000 Penalty: 3309.945312
	Iteration 9F: 3 clusters Score -3353691 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3354643.000000 Penalty: 3309.945312
	Iteration 10Q: 3 clusters Score -3354643 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -3355241.500000 Penalty: 3309.945312
	Iteration 11Q: 3 clusters Score -3355242 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3355551.000000 Penalty: 3309.945312
	Iteration 12Q: 3 clusters Score -3355551 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3355698.750000 Penalty: 3309.945312
	Iteration 13Q: 3 clusters Score -3355699 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3355781.750000 Penalty: 3309.945312
	Iteration 14Q: 3 clusters Score -3355782 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3355831.250000 Penalty: 3309.945312
	Iteration 15Q: 3 clusters Score -3355831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -3355862.500000 Penalty: 3309.945312
	Iteration 16Q: 3 clusters Score -3355862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3355887.000000 Penalty: 3309.945312
	Iteration 17Q: 3 clusters Score -3355887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -3355903.250000 Penalty: 3309.945312
	Iteration 18Q: 3 clusters Score -3355903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3355909.000000 Penalty: 3309.945312
	Iteration 19Q: 3 clusters Score -3355909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3355916.000000 Penalty: 3309.945312
	Iteration 20F: 3 clusters Score -3355916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -3355917.750000 Penalty: 3309.945312
	Iteration 21Q: 3 clusters Score -3355918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3355919.000000 Penalty: 3309.945312
	Iteration 22Q: 3 clusters Score -3355919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3355923.500000 Penalty: 3309.945312
	Iteration 23Q: 3 clusters Score -3355924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3355930.250000 Penalty: 3309.945312
	Iteration 24Q: 3 clusters Score -3355930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3355930.000000 Penalty: 3309.945312
	Iteration 25Q: 3 clusters Score -3355930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3355937.250000 Penalty: 3309.945312
	Iteration 26Q: 3 clusters Score -3355937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3355936.750000 Penalty: 3309.945312
	Iteration 27Q: 3 clusters Score -3355937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3355937.000000 Penalty: 3309.945312
	Iteration 28Q: 3 clusters Score -3355937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3355937.500000 Penalty: 3309.945312
	Iteration 29Q: 3 clusters Score -3355938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3355935.000000 Penalty: 3309.945312
	Iteration 30Q: 3 clusters Score -3355935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3355935.000000 Penalty: 3309.945312
	Iteration 31F: 3 clusters Score -3355935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Entering Unmasked Estep 
Score: -1643723.125000 Penalty: 1546.371460
	Iteration 0F: 2 clusters Score -1643723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1634231.750000 Penalty: 3092.742920
	Iteration 0F: 3 clusters Score -1634232 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1637442.750000 Penalty: 3092.742920
	Iteration 1F: 3 clusters Score -1637443 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1637776.750000 Penalty: 3092.742920
	Iteration 2F: 3 clusters Score -1637777 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1638042.500000 Penalty: 3092.742920
	Iteration 3F: 3 clusters Score -1638042 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1638319.125000 Penalty: 3092.742920
	Iteration 4Q: 3 clusters Score -1638319 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1638659.500000 Penalty: 3092.742920
	Iteration 5Q: 3 clusters Score -1638660 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1639142.500000 Penalty: 3092.742920
	Iteration 6F: 3 clusters Score -1639142 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1639772.250000 Penalty: 3092.742920
	Iteration 7F: 3 clusters Score -1639772 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1640515.250000 Penalty: 3092.742920
	Iteration 8F: 3 clusters Score -1640515 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1641218.125000 Penalty: 3092.742920
	Iteration 9F: 3 clusters Score -1641218 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1641787.375000 Penalty: 3092.742920
	Iteration 10Q: 3 clusters Score -1641787 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1642133.875000 Penalty: 3092.742920
	Iteration 11Q: 3 clusters Score -1642134 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1642300.625000 Penalty: 3092.742920
	Iteration 12Q: 3 clusters Score -1642301 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1642404.000000 Penalty: 3092.742920
	Iteration 13Q: 3 clusters Score -1642404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1642450.125000 Penalty: 3092.742920
	Iteration 14Q: 3 clusters Score -1642450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1642472.625000 Penalty: 3092.742920
	Iteration 15Q: 3 clusters Score -1642473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1642493.625000 Penalty: 3092.742920
	Iteration 16Q: 3 clusters Score -1642494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1642502.625000 Penalty: 3092.742920
	Iteration 17Q: 3 clusters Score -1642503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1642518.375000 Penalty: 3092.742920
	Iteration 18Q: 3 clusters Score -1642518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1642524.000000 Penalty: 3092.742920
	Iteration 19Q: 3 clusters Score -1642524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1642534.125000 Penalty: 3092.742920
	Iteration 20F: 3 clusters Score -1642534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1642545.625000 Penalty: 3092.742920
	Iteration 21Q: 3 clusters Score -1642546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1642552.625000 Penalty: 3092.742920
	Iteration 22Q: 3 clusters Score -1642553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1642560.000000 Penalty: 3092.742920
	Iteration 23Q: 3 clusters Score -1642560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1642574.500000 Penalty: 3092.742920
	Iteration 24Q: 3 clusters Score -1642574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1642581.750000 Penalty: 3092.742920
	Iteration 25Q: 3 clusters Score -1642582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1642586.500000 Penalty: 3092.742920
	Iteration 26Q: 3 clusters Score -1642586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1642592.000000 Penalty: 3092.742920
	Iteration 27Q: 3 clusters Score -1642592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1642593.875000 Penalty: 3092.742920
	Iteration 28Q: 3 clusters Score -1642594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1642598.375000 Penalty: 3092.742920
	Iteration 29Q: 3 clusters Score -1642598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1642604.375000 Penalty: 3092.742920
	Iteration 30Q: 3 clusters Score -1642604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1642610.125000 Penalty: 3092.742920
	Iteration 31Q: 3 clusters Score -1642610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1642613.875000 Penalty: 3092.742920
	Iteration 32Q: 3 clusters Score -1642614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1642614.250000 Penalty: 3092.742920
	Iteration 33Q: 3 clusters Score -1642614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1642616.375000 Penalty: 3092.742920
	Iteration 34Q: 3 clusters Score -1642616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1642616.375000 Penalty: 3092.742920
	Iteration 35F: 3 clusters Score -1642616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -19254.597656 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -19254.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18542.560547 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -18542.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18638.796875 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -18638.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18662.558594 Penalty: 1731.559692
	Iteration 2Q: 3 clusters Score -18662.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18719.857422 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -18719.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18731.750000 Penalty: 1731.559692
	Iteration 4Q: 3 clusters Score -18731.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18736.716797 Penalty: 1731.559692
	Iteration 5Q: 3 clusters Score -18736.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18745.861328 Penalty: 1731.559692
	Iteration 6Q: 3 clusters Score -18745.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18745.861328 Penalty: 1731.559692
	Iteration 7F: 3 clusters Score -18745.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Entering Unmasked Estep 
Score: -895049.937500 Penalty: 1440.590210
	Iteration 0F: 2 clusters Score -895049.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -889762.187500 Penalty: 2881.180420
	Iteration 0F: 3 clusters Score -889762.2 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -891449.125000 Penalty: 2881.180420
	Iteration 1F: 3 clusters Score -891449.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -891799.875000 Penalty: 2881.180420
	Iteration 2F: 3 clusters Score -891799.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -892097.250000 Penalty: 2881.180420
	Iteration 3F: 3 clusters Score -892097.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -892331.000000 Penalty: 2881.180420
	Iteration 4F: 3 clusters Score -892331 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -892544.687500 Penalty: 2881.180420
	Iteration 5Q: 3 clusters Score -892544.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -892731.437500 Penalty: 2881.180420
	Iteration 6Q: 3 clusters Score -892731.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -892912.187500 Penalty: 2881.180420
	Iteration 7Q: 3 clusters Score -892912.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -893090.437500 Penalty: 2881.180420
	Iteration 8Q: 3 clusters Score -893090.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -893284.062500 Penalty: 2881.180420
	Iteration 9Q: 3 clusters Score -893284.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -893435.437500 Penalty: 2881.180420
	Iteration 10Q: 3 clusters Score -893435.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -893526.937500 Penalty: 2881.180420
	Iteration 11Q: 3 clusters Score -893526.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -893596.500000 Penalty: 2881.180420
	Iteration 12Q: 3 clusters Score -893596.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -893641.062500 Penalty: 2881.180420
	Iteration 13Q: 3 clusters Score -893641.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -893683.687500 Penalty: 2881.180420
	Iteration 14Q: 3 clusters Score -893683.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -893709.500000 Penalty: 2881.180420
	Iteration 15Q: 3 clusters Score -893709.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -893727.750000 Penalty: 2881.180420
	Iteration 16Q: 3 clusters Score -893727.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -893739.250000 Penalty: 2881.180420
	Iteration 17Q: 3 clusters Score -893739.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -893750.062500 Penalty: 2881.180420
	Iteration 18Q: 3 clusters Score -893750.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -893758.375000 Penalty: 2881.180420
	Iteration 19Q: 3 clusters Score -893758.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -893771.125000 Penalty: 2881.180420
	Iteration 20F: 3 clusters Score -893771.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -893783.500000 Penalty: 2881.180420
	Iteration 21Q: 3 clusters Score -893783.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -893793.312500 Penalty: 2881.180420
	Iteration 22Q: 3 clusters Score -893793.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -893801.125000 Penalty: 2881.180420
	Iteration 23Q: 3 clusters Score -893801.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -893805.812500 Penalty: 2881.180420
	Iteration 24Q: 3 clusters Score -893805.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -893814.937500 Penalty: 2881.180420
	Iteration 25Q: 3 clusters Score -893814.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -893818.875000 Penalty: 2881.180420
	Iteration 26Q: 3 clusters Score -893818.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -893820.875000 Penalty: 2881.180420
	Iteration 27Q: 3 clusters Score -893820.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -893826.000000 Penalty: 2881.180420
	Iteration 28Q: 3 clusters Score -893826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -893830.375000 Penalty: 2881.180420
	Iteration 29Q: 3 clusters Score -893830.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -893836.875000 Penalty: 2881.180420
	Iteration 30Q: 3 clusters Score -893836.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -893840.812500 Penalty: 2881.180420
	Iteration 31Q: 3 clusters Score -893840.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -893847.250000 Penalty: 2881.180420
	Iteration 32Q: 3 clusters Score -893847.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -893855.875000 Penalty: 2881.180420
	Iteration 33Q: 3 clusters Score -893855.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -893863.750000 Penalty: 2881.180420
	Iteration 34Q: 3 clusters Score -893863.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -893868.875000 Penalty: 2881.180420
	Iteration 35Q: 3 clusters Score -893868.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -893873.750000 Penalty: 2881.180420
	Iteration 36Q: 3 clusters Score -893873.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -893880.562500 Penalty: 2881.180420
	Iteration 37Q: 3 clusters Score -893880.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -893890.062500 Penalty: 2881.180420
	Iteration 38Q: 3 clusters Score -893890.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -893899.812500 Penalty: 2881.180420
	Iteration 39Q: 3 clusters Score -893899.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -893906.437500 Penalty: 2881.180420
	Iteration 40F: 3 clusters Score -893906.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -893915.750000 Penalty: 2881.180420
	Iteration 41Q: 3 clusters Score -893915.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -893920.500000 Penalty: 2881.180420
	Iteration 42Q: 3 clusters Score -893920.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -893927.687500 Penalty: 2881.180420
	Iteration 43Q: 3 clusters Score -893927.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -893933.062500 Penalty: 2881.180420
	Iteration 44Q: 3 clusters Score -893933.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -893945.562500 Penalty: 2881.180420
	Iteration 45Q: 3 clusters Score -893945.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -893953.500000 Penalty: 2881.180420
	Iteration 46Q: 3 clusters Score -893953.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -893960.812500 Penalty: 2881.180420
	Iteration 47Q: 3 clusters Score -893960.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -893965.937500 Penalty: 2881.180420
	Iteration 48Q: 3 clusters Score -893965.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -893973.250000 Penalty: 2881.180420
	Iteration 49Q: 3 clusters Score -893973.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -893979.250000 Penalty: 2881.180420
	Iteration 50Q: 3 clusters Score -893979.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -893984.312500 Penalty: 2881.180420
	Iteration 51Q: 3 clusters Score -893984.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -893988.625000 Penalty: 2881.180420
	Iteration 52Q: 3 clusters Score -893988.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -893997.875000 Penalty: 2881.180420
	Iteration 53Q: 3 clusters Score -893997.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -894007.125000 Penalty: 2881.180420
	Iteration 54Q: 3 clusters Score -894007.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -894018.500000 Penalty: 2881.180420
	Iteration 55Q: 3 clusters Score -894018.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -894028.375000 Penalty: 2881.180420
	Iteration 56Q: 3 clusters Score -894028.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -894036.062500 Penalty: 2881.180420
	Iteration 57Q: 3 clusters Score -894036.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -894041.687500 Penalty: 2881.180420
	Iteration 58Q: 3 clusters Score -894041.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -894051.687500 Penalty: 2881.180420
	Iteration 59Q: 3 clusters Score -894051.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -894062.625000 Penalty: 2881.180420
	Iteration 60F: 3 clusters Score -894062.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -894073.312500 Penalty: 2881.180420
	Iteration 61Q: 3 clusters Score -894073.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -894086.750000 Penalty: 2881.180420
	Iteration 62Q: 3 clusters Score -894086.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -894098.875000 Penalty: 2881.180420
	Iteration 63Q: 3 clusters Score -894098.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -894107.562500 Penalty: 2881.180420
	Iteration 64Q: 3 clusters Score -894107.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -894124.250000 Penalty: 2881.180420
	Iteration 65Q: 3 clusters Score -894124.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -894136.062500 Penalty: 2881.180420
	Iteration 66Q: 3 clusters Score -894136.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -894144.437500 Penalty: 2881.180420
	Iteration 67Q: 3 clusters Score -894144.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -894155.875000 Penalty: 2881.180420
	Iteration 68Q: 3 clusters Score -894155.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -894164.750000 Penalty: 2881.180420
	Iteration 69Q: 3 clusters Score -894164.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -894172.375000 Penalty: 2881.180420
	Iteration 70Q: 3 clusters Score -894172.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -894181.812500 Penalty: 2881.180420
	Iteration 71Q: 3 clusters Score -894181.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -894189.937500 Penalty: 2881.180420
	Iteration 72Q: 3 clusters Score -894189.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -894201.562500 Penalty: 2881.180420
	Iteration 73Q: 3 clusters Score -894201.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -894208.562500 Penalty: 2881.180420
	Iteration 74Q: 3 clusters Score -894208.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -894221.187500 Penalty: 2881.180420
	Iteration 75Q: 3 clusters Score -894221.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -894229.187500 Penalty: 2881.180420
	Iteration 76Q: 3 clusters Score -894229.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -894237.187500 Penalty: 2881.180420
	Iteration 77Q: 3 clusters Score -894237.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -894248.625000 Penalty: 2881.180420
	Iteration 78Q: 3 clusters Score -894248.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -894260.000000 Penalty: 2881.180420
	Iteration 79Q: 3 clusters Score -894260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -894272.562500 Penalty: 2881.180420
	Iteration 80F: 3 clusters Score -894272.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -894286.125000 Penalty: 2881.180420
	Iteration 81Q: 3 clusters Score -894286.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -894302.500000 Penalty: 2881.180420
	Iteration 82Q: 3 clusters Score -894302.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -894315.562500 Penalty: 2881.180420
	Iteration 83Q: 3 clusters Score -894315.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -894325.125000 Penalty: 2881.180420
	Iteration 84Q: 3 clusters Score -894325.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -894333.437500 Penalty: 2881.180420
	Iteration 85Q: 3 clusters Score -894333.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -894345.687500 Penalty: 2881.180420
	Iteration 86Q: 3 clusters Score -894345.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -894355.375000 Penalty: 2881.180420
	Iteration 87Q: 3 clusters Score -894355.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -894362.812500 Penalty: 2881.180420
	Iteration 88Q: 3 clusters Score -894362.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -894375.812500 Penalty: 2881.180420
	Iteration 89Q: 3 clusters Score -894375.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -894385.500000 Penalty: 2881.180420
	Iteration 90Q: 3 clusters Score -894385.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -894391.437500 Penalty: 2881.180420
	Iteration 91Q: 3 clusters Score -894391.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -894393.812500 Penalty: 2881.180420
	Iteration 92Q: 3 clusters Score -894393.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -894398.625000 Penalty: 2881.180420
	Iteration 93Q: 3 clusters Score -894398.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -894404.437500 Penalty: 2881.180420
	Iteration 94Q: 3 clusters Score -894404.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -894408.250000 Penalty: 2881.180420
	Iteration 95Q: 3 clusters Score -894408.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -894409.125000 Penalty: 2881.180420
	Iteration 96Q: 3 clusters Score -894409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -894410.375000 Penalty: 2881.180420
	Iteration 97Q: 3 clusters Score -894410.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -894412.312500 Penalty: 2881.180420
	Iteration 98Q: 3 clusters Score -894412.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -894412.750000 Penalty: 2881.180420
	Iteration 99Q: 3 clusters Score -894412.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -894413.000000 Penalty: 2881.180420
	Iteration 100F: 3 clusters Score -894413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -894415.187500 Penalty: 2881.180420
	Iteration 101Q: 3 clusters Score -894415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -894416.375000 Penalty: 2881.180420
	Iteration 102Q: 3 clusters Score -894416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -894415.375000 Penalty: 2881.180420
	Iteration 103Q: 3 clusters Score -894415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -894415.437500 Penalty: 2881.180420
	Iteration 104Q: 3 clusters Score -894415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -894415.437500 Penalty: 2881.180420
	Iteration 105F: 3 clusters Score -894415.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Entering Unmasked Estep 
Score: -1510976.875000 Penalty: 1528.058472
	Iteration 0F: 2 clusters Score -1510977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1502398.500000 Penalty: 3056.116943
	Iteration 0F: 3 clusters Score -1502398 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1505307.875000 Penalty: 3056.116943
	Iteration 1F: 3 clusters Score -1505308 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1505627.000000 Penalty: 3056.116943
	Iteration 2F: 3 clusters Score -1505627 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1506014.625000 Penalty: 3056.116943
	Iteration 3F: 3 clusters Score -1506015 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1506463.375000 Penalty: 3056.116943
	Iteration 4F: 3 clusters Score -1506463 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1506952.750000 Penalty: 3056.116943
	Iteration 5F: 3 clusters Score -1506953 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1507491.750000 Penalty: 3056.116943
	Iteration 6F: 3 clusters Score -1507492 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1508028.250000 Penalty: 3056.116943
	Iteration 7F: 3 clusters Score -1508028 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1508480.500000 Penalty: 3056.116943
	Iteration 8F: 3 clusters Score -1508480 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1508880.375000 Penalty: 3056.116943
	Iteration 9Q: 3 clusters Score -1508880 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1509168.250000 Penalty: 3056.116943
	Iteration 10Q: 3 clusters Score -1509168 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1509364.375000 Penalty: 3056.116943
	Iteration 11Q: 3 clusters Score -1509364 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1509514.375000 Penalty: 3056.116943
	Iteration 12Q: 3 clusters Score -1509514 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1509634.250000 Penalty: 3056.116943
	Iteration 13Q: 3 clusters Score -1509634 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1509722.750000 Penalty: 3056.116943
	Iteration 14Q: 3 clusters Score -1509723 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1509788.000000 Penalty: 3056.116943
	Iteration 15Q: 3 clusters Score -1509788 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1509821.125000 Penalty: 3056.116943
	Iteration 16Q: 3 clusters Score -1509821 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1509856.625000 Penalty: 3056.116943
	Iteration 17Q: 3 clusters Score -1509857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1509878.750000 Penalty: 3056.116943
	Iteration 18Q: 3 clusters Score -1509879 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1509901.125000 Penalty: 3056.116943
	Iteration 19Q: 3 clusters Score -1509901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1509912.375000 Penalty: 3056.116943
	Iteration 20F: 3 clusters Score -1509912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1509932.500000 Penalty: 3056.116943
	Iteration 21Q: 3 clusters Score -1509932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1509948.000000 Penalty: 3056.116943
	Iteration 22Q: 3 clusters Score -1509948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1509955.000000 Penalty: 3056.116943
	Iteration 23Q: 3 clusters Score -1509955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1509969.125000 Penalty: 3056.116943
	Iteration 24Q: 3 clusters Score -1509969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1509977.500000 Penalty: 3056.116943
	Iteration 25Q: 3 clusters Score -1509978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1509986.125000 Penalty: 3056.116943
	Iteration 26Q: 3 clusters Score -1509986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1509991.125000 Penalty: 3056.116943
	Iteration 27Q: 3 clusters Score -1509991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1509994.250000 Penalty: 3056.116943
	Iteration 28Q: 3 clusters Score -1509994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1510000.750000 Penalty: 3056.116943
	Iteration 29Q: 3 clusters Score -1510001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1510006.375000 Penalty: 3056.116943
	Iteration 30Q: 3 clusters Score -1510006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1510012.125000 Penalty: 3056.116943
	Iteration 31Q: 3 clusters Score -1510012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1510008.500000 Penalty: 3056.116943
	Iteration 32Q: 3 clusters Score -1510008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1510011.750000 Penalty: 3056.116943
	Iteration 33Q: 3 clusters Score -1510012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1510015.125000 Penalty: 3056.116943
	Iteration 34Q: 3 clusters Score -1510015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1510018.750000 Penalty: 3056.116943
	Iteration 35Q: 3 clusters Score -1510019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1510024.375000 Penalty: 3056.116943
	Iteration 36Q: 3 clusters Score -1510024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1510028.875000 Penalty: 3056.116943
	Iteration 37Q: 3 clusters Score -1510029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1510027.750000 Penalty: 3056.116943
	Iteration 38Q: 3 clusters Score -1510028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1510028.500000 Penalty: 3056.116943
	Iteration 39Q: 3 clusters Score -1510028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1510028.875000 Penalty: 3056.116943
	Iteration 40F: 3 clusters Score -1510029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1510029.375000 Penalty: 3056.116943
	Iteration 41Q: 3 clusters Score -1510029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1510033.250000 Penalty: 3056.116943
	Iteration 42Q: 3 clusters Score -1510033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1510035.125000 Penalty: 3056.116943
	Iteration 43Q: 3 clusters Score -1510035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1510036.250000 Penalty: 3056.116943
	Iteration 44Q: 3 clusters Score -1510036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1510036.250000 Penalty: 3056.116943
	Iteration 45Q: 3 clusters Score -1510036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1510036.875000 Penalty: 3056.116943
	Iteration 46Q: 3 clusters Score -1510037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1510035.625000 Penalty: 3056.116943
	Iteration 47Q: 3 clusters Score -1510036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1510038.750000 Penalty: 3056.116943
	Iteration 48Q: 3 clusters Score -1510039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1510039.375000 Penalty: 3056.116943
	Iteration 49Q: 3 clusters Score -1510039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1510039.375000 Penalty: 3056.116943
	Iteration 50F: 3 clusters Score -1510039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Entering Unmasked Estep 
Score: -5935046.000000 Penalty: 1746.913330
	Iteration 0F: 2 clusters Score -5935046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -5903781.000000 Penalty: 3493.826660
	Iteration 0F: 3 clusters Score -5903781 nChanged 21940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -5916147.000000 Penalty: 3493.826660
	Iteration 1F: 3 clusters Score -5916147 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -5916702.500000 Penalty: 3493.826660
	Iteration 2Q: 3 clusters Score -5916702 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -5917345.500000 Penalty: 3493.826660
	Iteration 3Q: 3 clusters Score -5917346 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -5918035.500000 Penalty: 3493.826660
	Iteration 4Q: 3 clusters Score -5918036 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5918850.000000 Penalty: 3493.826660
	Iteration 5Q: 3 clusters Score -5918850 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -5919615.500000 Penalty: 3493.826660
	Iteration 6Q: 3 clusters Score -5919616 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -5920501.000000 Penalty: 3493.826660
	Iteration 7Q: 3 clusters Score -5920501 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -5921196.500000 Penalty: 3493.826660
	Iteration 8Q: 3 clusters Score -5921196 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -5921820.500000 Penalty: 3493.826660
	Iteration 9Q: 3 clusters Score -5921820 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -5922324.000000 Penalty: 3493.826660
	Iteration 10Q: 3 clusters Score -5922324 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -5922746.000000 Penalty: 3493.826660
	Iteration 11Q: 3 clusters Score -5922746 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -5923112.000000 Penalty: 3493.826660
	Iteration 12Q: 3 clusters Score -5923112 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -5923369.000000 Penalty: 3493.826660
	Iteration 13Q: 3 clusters Score -5923369 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -5923541.000000 Penalty: 3493.826660
	Iteration 14Q: 3 clusters Score -5923541 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -5923677.000000 Penalty: 3493.826660
	Iteration 15Q: 3 clusters Score -5923677 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -5923777.000000 Penalty: 3493.826660
	Iteration 16Q: 3 clusters Score -5923777 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -5923870.500000 Penalty: 3493.826660
	Iteration 17Q: 3 clusters Score -5923870 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -5923941.500000 Penalty: 3493.826660
	Iteration 18Q: 3 clusters Score -5923942 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -5924041.500000 Penalty: 3493.826660
	Iteration 19Q: 3 clusters Score -5924042 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -5924167.000000 Penalty: 3493.826660
	Iteration 20F: 3 clusters Score -5924167 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -5924289.000000 Penalty: 3493.826660
	Iteration 21Q: 3 clusters Score -5924289 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -5924488.000000 Penalty: 3493.826660
	Iteration 22Q: 3 clusters Score -5924488 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -5924765.500000 Penalty: 3493.826660
	Iteration 23Q: 3 clusters Score -5924766 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -5925154.000000 Penalty: 3493.826660
	Iteration 24Q: 3 clusters Score -5925154 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -5925659.000000 Penalty: 3493.826660
	Iteration 25Q: 3 clusters Score -5925659 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -5926384.000000 Penalty: 3493.826660
	Iteration 26Q: 3 clusters Score -5926384 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -5927300.000000 Penalty: 3493.826660
	Iteration 27Q: 3 clusters Score -5927300 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -5928368.500000 Penalty: 3493.826660
	Iteration 28Q: 3 clusters Score -5928368 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -5929508.000000 Penalty: 3493.826660
	Iteration 29Q: 3 clusters Score -5929508 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -5930737.500000 Penalty: 3493.826660
	Iteration 30Q: 3 clusters Score -5930738 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5931764.000000 Penalty: 3493.826660
	Iteration 31Q: 3 clusters Score -5931764 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5932493.500000 Penalty: 3493.826660
	Iteration 32Q: 3 clusters Score -5932494 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5932842.500000 Penalty: 3493.826660
	Iteration 33Q: 3 clusters Score -5932842 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5933032.500000 Penalty: 3493.826660
	Iteration 34Q: 3 clusters Score -5933032 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5933135.500000 Penalty: 3493.826660
	Iteration 35Q: 3 clusters Score -5933136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5933209.500000 Penalty: 3493.826660
	Iteration 36Q: 3 clusters Score -5933210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5933254.000000 Penalty: 3493.826660
	Iteration 37Q: 3 clusters Score -5933254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5933285.000000 Penalty: 3493.826660
	Iteration 38Q: 3 clusters Score -5933285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5933309.000000 Penalty: 3493.826660
	Iteration 39Q: 3 clusters Score -5933309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5933373.500000 Penalty: 3493.826660
	Iteration 40F: 3 clusters Score -5933374 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5933447.500000 Penalty: 3493.826660
	Iteration 41Q: 3 clusters Score -5933448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5933494.000000 Penalty: 3493.826660
	Iteration 42Q: 3 clusters Score -5933494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5933519.500000 Penalty: 3493.826660
	Iteration 43Q: 3 clusters Score -5933520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5933540.500000 Penalty: 3493.826660
	Iteration 44Q: 3 clusters Score -5933540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5933552.000000 Penalty: 3493.826660
	Iteration 45Q: 3 clusters Score -5933552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5933571.500000 Penalty: 3493.826660
	Iteration 46Q: 3 clusters Score -5933572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5933570.000000 Penalty: 3493.826660
	Iteration 47Q: 3 clusters Score -5933570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5933570.500000 Penalty: 3493.826660
	Iteration 48Q: 3 clusters Score -5933570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5933569.000000 Penalty: 3493.826660
	Iteration 49Q: 3 clusters Score -5933569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5933571.000000 Penalty: 3493.826660
	Iteration 50Q: 3 clusters Score -5933571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5933571.500000 Penalty: 3493.826660
	Iteration 51Q: 3 clusters Score -5933572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5933568.500000 Penalty: 3493.826660
	Iteration 52Q: 3 clusters Score -5933568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5933570.000000 Penalty: 3493.826660
	Iteration 53Q: 3 clusters Score -5933570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5933578.000000 Penalty: 3493.826660
	Iteration 54Q: 3 clusters Score -5933578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5933582.000000 Penalty: 3493.826660
	Iteration 55Q: 3 clusters Score -5933582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5933584.000000 Penalty: 3493.826660
	Iteration 56Q: 3 clusters Score -5933584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5933585.500000 Penalty: 3493.826660
	Iteration 57Q: 3 clusters Score -5933586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5933599.000000 Penalty: 3493.826660
	Iteration 58Q: 3 clusters Score -5933599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5933598.000000 Penalty: 3493.826660
	Iteration 59Q: 3 clusters Score -5933598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5933604.000000 Penalty: 3493.826660
	Iteration 60F: 3 clusters Score -5933604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5933598.500000 Penalty: 3493.826660
	Iteration 61Q: 3 clusters Score -5933598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5933598.500000 Penalty: 3493.826660
	Iteration 62F: 3 clusters Score -5933598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -173948.890625 Penalty: 1182.102905
	Iteration 0F: 2 clusters Score -173948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -172209.078125 Penalty: 2364.205811
	Iteration 0F: 3 clusters Score -172209.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -172549.578125 Penalty: 2364.205811
	Iteration 1F: 3 clusters Score -172549.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -172635.562500 Penalty: 2364.205811
	Iteration 2F: 3 clusters Score -172635.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -172689.250000 Penalty: 2364.205811
	Iteration 3Q: 3 clusters Score -172689.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -172743.359375 Penalty: 2364.205811
	Iteration 4Q: 3 clusters Score -172743.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -172778.421875 Penalty: 2364.205811
	Iteration 5Q: 3 clusters Score -172778.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -172812.859375 Penalty: 2364.205811
	Iteration 6Q: 3 clusters Score -172812.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -172848.203125 Penalty: 2364.205811
	Iteration 7Q: 3 clusters Score -172848.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -172883.578125 Penalty: 2364.205811
	Iteration 8Q: 3 clusters Score -172883.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -172906.968750 Penalty: 2364.205811
	Iteration 9Q: 3 clusters Score -172907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -172930.656250 Penalty: 2364.205811
	Iteration 10Q: 3 clusters Score -172930.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -172952.546875 Penalty: 2364.205811
	Iteration 11Q: 3 clusters Score -172952.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -172963.953125 Penalty: 2364.205811
	Iteration 12Q: 3 clusters Score -172964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -172972.375000 Penalty: 2364.205811
	Iteration 13Q: 3 clusters Score -172972.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -172977.359375 Penalty: 2364.205811
	Iteration 14Q: 3 clusters Score -172977.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -172982.562500 Penalty: 2364.205811
	Iteration 15Q: 3 clusters Score -172982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -172988.218750 Penalty: 2364.205811
	Iteration 16Q: 3 clusters Score -172988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -172991.578125 Penalty: 2364.205811
	Iteration 17Q: 3 clusters Score -172991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -172993.593750 Penalty: 2364.205811
	Iteration 18Q: 3 clusters Score -172993.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -172998.109375 Penalty: 2364.205811
	Iteration 19Q: 3 clusters Score -172998.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -173000.328125 Penalty: 2364.205811
	Iteration 20F: 3 clusters Score -173000.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -173002.468750 Penalty: 2364.205811
	Iteration 21Q: 3 clusters Score -173002.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -173002.468750 Penalty: 2364.205811
	Iteration 22F: 3 clusters Score -173002.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Entering Unmasked Estep 
Score: -811655.000000 Penalty: 1425.448486
	Iteration 0F: 2 clusters Score -811655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -806812.250000 Penalty: 2850.896973
	Iteration 0F: 3 clusters Score -806812.2 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -808243.187500 Penalty: 2850.896973
	Iteration 1F: 3 clusters Score -808243.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -808496.187500 Penalty: 2850.896973
	Iteration 2F: 3 clusters Score -808496.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -808709.750000 Penalty: 2850.896973
	Iteration 3F: 3 clusters Score -808709.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -808889.062500 Penalty: 2850.896973
	Iteration 4F: 3 clusters Score -808889.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -809032.187500 Penalty: 2850.896973
	Iteration 5Q: 3 clusters Score -809032.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -809167.937500 Penalty: 2850.896973
	Iteration 6Q: 3 clusters Score -809167.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -809306.437500 Penalty: 2850.896973
	Iteration 7Q: 3 clusters Score -809306.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -809432.687500 Penalty: 2850.896973
	Iteration 8Q: 3 clusters Score -809432.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -809545.437500 Penalty: 2850.896973
	Iteration 9Q: 3 clusters Score -809545.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -809631.500000 Penalty: 2850.896973
	Iteration 10Q: 3 clusters Score -809631.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -809693.562500 Penalty: 2850.896973
	Iteration 11Q: 3 clusters Score -809693.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -809762.562500 Penalty: 2850.896973
	Iteration 12Q: 3 clusters Score -809762.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -809807.875000 Penalty: 2850.896973
	Iteration 13Q: 3 clusters Score -809807.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -809845.062500 Penalty: 2850.896973
	Iteration 14Q: 3 clusters Score -809845.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -809884.562500 Penalty: 2850.896973
	Iteration 15Q: 3 clusters Score -809884.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -809926.937500 Penalty: 2850.896973
	Iteration 16Q: 3 clusters Score -809926.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -809965.687500 Penalty: 2850.896973
	Iteration 17Q: 3 clusters Score -809965.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -809998.125000 Penalty: 2850.896973
	Iteration 18Q: 3 clusters Score -809998.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -810027.875000 Penalty: 2850.896973
	Iteration 19Q: 3 clusters Score -810027.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -810054.312500 Penalty: 2850.896973
	Iteration 20F: 3 clusters Score -810054.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -810084.687500 Penalty: 2850.896973
	Iteration 21Q: 3 clusters Score -810084.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -810104.250000 Penalty: 2850.896973
	Iteration 22Q: 3 clusters Score -810104.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -810121.250000 Penalty: 2850.896973
	Iteration 23Q: 3 clusters Score -810121.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -810141.125000 Penalty: 2850.896973
	Iteration 24Q: 3 clusters Score -810141.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -810153.937500 Penalty: 2850.896973
	Iteration 25Q: 3 clusters Score -810153.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -810164.562500 Penalty: 2850.896973
	Iteration 26Q: 3 clusters Score -810164.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -810176.375000 Penalty: 2850.896973
	Iteration 27Q: 3 clusters Score -810176.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -810186.500000 Penalty: 2850.896973
	Iteration 28Q: 3 clusters Score -810186.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -810202.625000 Penalty: 2850.896973
	Iteration 29Q: 3 clusters Score -810202.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -810216.062500 Penalty: 2850.896973
	Iteration 30Q: 3 clusters Score -810216.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -810230.750000 Penalty: 2850.896973
	Iteration 31Q: 3 clusters Score -810230.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -810248.625000 Penalty: 2850.896973
	Iteration 32Q: 3 clusters Score -810248.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -810272.937500 Penalty: 2850.896973
	Iteration 33Q: 3 clusters Score -810272.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -810299.187500 Penalty: 2850.896973
	Iteration 34Q: 3 clusters Score -810299.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -810318.312500 Penalty: 2850.896973
	Iteration 35Q: 3 clusters Score -810318.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -810337.562500 Penalty: 2850.896973
	Iteration 36Q: 3 clusters Score -810337.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -810354.625000 Penalty: 2850.896973
	Iteration 37Q: 3 clusters Score -810354.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -810365.875000 Penalty: 2850.896973
	Iteration 38Q: 3 clusters Score -810365.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -810370.062500 Penalty: 2850.896973
	Iteration 39Q: 3 clusters Score -810370.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -810373.625000 Penalty: 2850.896973
	Iteration 40F: 3 clusters Score -810373.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -810378.062500 Penalty: 2850.896973
	Iteration 41Q: 3 clusters Score -810378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -810381.875000 Penalty: 2850.896973
	Iteration 42Q: 3 clusters Score -810381.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -810386.125000 Penalty: 2850.896973
	Iteration 43Q: 3 clusters Score -810386.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -810387.375000 Penalty: 2850.896973
	Iteration 44Q: 3 clusters Score -810387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -810392.625000 Penalty: 2850.896973
	Iteration 45Q: 3 clusters Score -810392.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -810398.000000 Penalty: 2850.896973
	Iteration 46Q: 3 clusters Score -810398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -810403.125000 Penalty: 2850.896973
	Iteration 47Q: 3 clusters Score -810403.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -810408.062500 Penalty: 2850.896973
	Iteration 48Q: 3 clusters Score -810408.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -810413.187500 Penalty: 2850.896973
	Iteration 49Q: 3 clusters Score -810413.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -810418.125000 Penalty: 2850.896973
	Iteration 50Q: 3 clusters Score -810418.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -810423.937500 Penalty: 2850.896973
	Iteration 51Q: 3 clusters Score -810423.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -810426.187500 Penalty: 2850.896973
	Iteration 52Q: 3 clusters Score -810426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -810426.937500 Penalty: 2850.896973
	Iteration 53Q: 3 clusters Score -810426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -810429.437500 Penalty: 2850.896973
	Iteration 54Q: 3 clusters Score -810429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -810430.687500 Penalty: 2850.896973
	Iteration 55Q: 3 clusters Score -810430.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -810430.687500 Penalty: 2850.896973
	Iteration 56F: 3 clusters Score -810430.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Entering Unmasked Estep 
Score: -691390.375000 Penalty: 1413.101440
	Iteration 0F: 2 clusters Score -691390.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -686689.687500 Penalty: 2826.202881
	Iteration 0F: 3 clusters Score -686689.7 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -688124.937500 Penalty: 2826.202881
	Iteration 1F: 3 clusters Score -688124.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -688437.625000 Penalty: 2826.202881
	Iteration 2F: 3 clusters Score -688437.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -688705.625000 Penalty: 2826.202881
	Iteration 3F: 3 clusters Score -688705.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -688930.500000 Penalty: 2826.202881
	Iteration 4F: 3 clusters Score -688930.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -689136.812500 Penalty: 2826.202881
	Iteration 5F: 3 clusters Score -689136.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -689369.375000 Penalty: 2826.202881
	Iteration 6F: 3 clusters Score -689369.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -689587.312500 Penalty: 2826.202881
	Iteration 7Q: 3 clusters Score -689587.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -689815.750000 Penalty: 2826.202881
	Iteration 8Q: 3 clusters Score -689815.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -690013.250000 Penalty: 2826.202881
	Iteration 9Q: 3 clusters Score -690013.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -690171.625000 Penalty: 2826.202881
	Iteration 10Q: 3 clusters Score -690171.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -690288.625000 Penalty: 2826.202881
	Iteration 11Q: 3 clusters Score -690288.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -690376.125000 Penalty: 2826.202881
	Iteration 12Q: 3 clusters Score -690376.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -690448.500000 Penalty: 2826.202881
	Iteration 13Q: 3 clusters Score -690448.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -690494.062500 Penalty: 2826.202881
	Iteration 14Q: 3 clusters Score -690494.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -690552.375000 Penalty: 2826.202881
	Iteration 15Q: 3 clusters Score -690552.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -690611.812500 Penalty: 2826.202881
	Iteration 16Q: 3 clusters Score -690611.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -690683.500000 Penalty: 2826.202881
	Iteration 17Q: 3 clusters Score -690683.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -690726.500000 Penalty: 2826.202881
	Iteration 18Q: 3 clusters Score -690726.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -690759.062500 Penalty: 2826.202881
	Iteration 19Q: 3 clusters Score -690759.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -690788.625000 Penalty: 2826.202881
	Iteration 20F: 3 clusters Score -690788.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -690798.500000 Penalty: 2826.202881
	Iteration 21Q: 3 clusters Score -690798.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -690802.937500 Penalty: 2826.202881
	Iteration 22Q: 3 clusters Score -690802.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -690804.312500 Penalty: 2826.202881
	Iteration 23Q: 3 clusters Score -690804.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -690808.875000 Penalty: 2826.202881
	Iteration 24Q: 3 clusters Score -690808.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -690813.500000 Penalty: 2826.202881
	Iteration 25Q: 3 clusters Score -690813.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -690812.125000 Penalty: 2826.202881
	Iteration 26Q: 3 clusters Score -690812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -690812.312500 Penalty: 2826.202881
	Iteration 27Q: 3 clusters Score -690812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -690812.937500 Penalty: 2826.202881
	Iteration 28Q: 3 clusters Score -690812.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -690813.125000 Penalty: 2826.202881
	Iteration 29Q: 3 clusters Score -690813.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -690813.125000 Penalty: 2826.202881
	Iteration 30F: 3 clusters Score -690813.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Entering Unmasked Estep 
Score: -3458818.750000 Penalty: 1656.851196
	Iteration 0F: 2 clusters Score -3458819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3440722.500000 Penalty: 3313.702393
	Iteration 0F: 3 clusters Score -3440722 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3447382.250000 Penalty: 3313.702393
	Iteration 1F: 3 clusters Score -3447382 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3447728.500000 Penalty: 3313.702393
	Iteration 2Q: 3 clusters Score -3447728 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3448063.000000 Penalty: 3313.702393
	Iteration 3Q: 3 clusters Score -3448063 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -3448371.250000 Penalty: 3313.702393
	Iteration 4Q: 3 clusters Score -3448371 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3448690.500000 Penalty: 3313.702393
	Iteration 5Q: 3 clusters Score -3448690 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -3448974.750000 Penalty: 3313.702393
	Iteration 6Q: 3 clusters Score -3448975 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3449341.500000 Penalty: 3313.702393
	Iteration 7Q: 3 clusters Score -3449342 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3449780.500000 Penalty: 3313.702393
	Iteration 8Q: 3 clusters Score -3449780 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -3450352.500000 Penalty: 3313.702393
	Iteration 9Q: 3 clusters Score -3450352 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -3450966.750000 Penalty: 3313.702393
	Iteration 10Q: 3 clusters Score -3450967 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3451660.750000 Penalty: 3313.702393
	Iteration 11Q: 3 clusters Score -3451661 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3452478.250000 Penalty: 3313.702393
	Iteration 12Q: 3 clusters Score -3452478 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -3453319.750000 Penalty: 3313.702393
	Iteration 13Q: 3 clusters Score -3453320 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3454020.500000 Penalty: 3313.702393
	Iteration 14Q: 3 clusters Score -3454020 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3454449.000000 Penalty: 3313.702393
	Iteration 15Q: 3 clusters Score -3454449 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3454725.000000 Penalty: 3313.702393
	Iteration 16Q: 3 clusters Score -3454725 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3454871.250000 Penalty: 3313.702393
	Iteration 17Q: 3 clusters Score -3454871 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3454982.750000 Penalty: 3313.702393
	Iteration 18Q: 3 clusters Score -3454983 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3455075.500000 Penalty: 3313.702393
	Iteration 19Q: 3 clusters Score -3455076 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -3455185.500000 Penalty: 3313.702393
	Iteration 20F: 3 clusters Score -3455186 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3455281.250000 Penalty: 3313.702393
	Iteration 21Q: 3 clusters Score -3455281 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -3455389.000000 Penalty: 3313.702393
	Iteration 22Q: 3 clusters Score -3455389 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3455503.250000 Penalty: 3313.702393
	Iteration 23Q: 3 clusters Score -3455503 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3455618.250000 Penalty: 3313.702393
	Iteration 24Q: 3 clusters Score -3455618 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3455723.500000 Penalty: 3313.702393
	Iteration 25Q: 3 clusters Score -3455724 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3455828.750000 Penalty: 3313.702393
	Iteration 26Q: 3 clusters Score -3455829 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3455952.500000 Penalty: 3313.702393
	Iteration 27Q: 3 clusters Score -3455952 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3456051.250000 Penalty: 3313.702393
	Iteration 28Q: 3 clusters Score -3456051 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3456186.500000 Penalty: 3313.702393
	Iteration 29Q: 3 clusters Score -3456186 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3456301.250000 Penalty: 3313.702393
	Iteration 30Q: 3 clusters Score -3456301 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3456438.500000 Penalty: 3313.702393
	Iteration 31Q: 3 clusters Score -3456438 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3456531.000000 Penalty: 3313.702393
	Iteration 32Q: 3 clusters Score -3456531 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3456621.500000 Penalty: 3313.702393
	Iteration 33Q: 3 clusters Score -3456622 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3456714.500000 Penalty: 3313.702393
	Iteration 34Q: 3 clusters Score -3456714 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3456814.000000 Penalty: 3313.702393
	Iteration 35Q: 3 clusters Score -3456814 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3456905.000000 Penalty: 3313.702393
	Iteration 36Q: 3 clusters Score -3456905 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3456992.250000 Penalty: 3313.702393
	Iteration 37Q: 3 clusters Score -3456992 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3457066.250000 Penalty: 3313.702393
	Iteration 38Q: 3 clusters Score -3457066 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3457158.750000 Penalty: 3313.702393
	Iteration 39Q: 3 clusters Score -3457159 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3457221.000000 Penalty: 3313.702393
	Iteration 40F: 3 clusters Score -3457221 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3457260.250000 Penalty: 3313.702393
	Iteration 41Q: 3 clusters Score -3457260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3457332.750000 Penalty: 3313.702393
	Iteration 42Q: 3 clusters Score -3457333 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3457391.000000 Penalty: 3313.702393
	Iteration 43Q: 3 clusters Score -3457391 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3457442.500000 Penalty: 3313.702393
	Iteration 44Q: 3 clusters Score -3457442 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3457475.250000 Penalty: 3313.702393
	Iteration 45Q: 3 clusters Score -3457475 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3457517.750000 Penalty: 3313.702393
	Iteration 46Q: 3 clusters Score -3457518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3457547.750000 Penalty: 3313.702393
	Iteration 47Q: 3 clusters Score -3457548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3457556.500000 Penalty: 3313.702393
	Iteration 48Q: 3 clusters Score -3457556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3457589.000000 Penalty: 3313.702393
	Iteration 49Q: 3 clusters Score -3457589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3457607.000000 Penalty: 3313.702393
	Iteration 50Q: 3 clusters Score -3457607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3457624.500000 Penalty: 3313.702393
	Iteration 51Q: 3 clusters Score -3457624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3457639.500000 Penalty: 3313.702393
	Iteration 52Q: 3 clusters Score -3457640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3457644.250000 Penalty: 3313.702393
	Iteration 53Q: 3 clusters Score -3457644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3457648.750000 Penalty: 3313.702393
	Iteration 54Q: 3 clusters Score -3457649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3457660.000000 Penalty: 3313.702393
	Iteration 55Q: 3 clusters Score -3457660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3457664.000000 Penalty: 3313.702393
	Iteration 56Q: 3 clusters Score -3457664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3457665.000000 Penalty: 3313.702393
	Iteration 57Q: 3 clusters Score -3457665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3457673.000000 Penalty: 3313.702393
	Iteration 58Q: 3 clusters Score -3457673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3457668.250000 Penalty: 3313.702393
	Iteration 59Q: 3 clusters Score -3457668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3457673.750000 Penalty: 3313.702393
	Iteration 60F: 3 clusters Score -3457674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3457680.250000 Penalty: 3313.702393
	Iteration 61Q: 3 clusters Score -3457680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3457683.000000 Penalty: 3313.702393
	Iteration 62Q: 3 clusters Score -3457683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3457683.250000 Penalty: 3313.702393
	Iteration 63Q: 3 clusters Score -3457683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3457690.500000 Penalty: 3313.702393
	Iteration 64Q: 3 clusters Score -3457690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3457696.500000 Penalty: 3313.702393
	Iteration 65Q: 3 clusters Score -3457696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3457698.250000 Penalty: 3313.702393
	Iteration 66Q: 3 clusters Score -3457698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3457697.000000 Penalty: 3313.702393
	Iteration 67Q: 3 clusters Score -3457697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3457701.000000 Penalty: 3313.702393
	Iteration 68Q: 3 clusters Score -3457701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3457701.000000 Penalty: 3313.702393
	Iteration 69Q: 3 clusters Score -3457701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3457708.000000 Penalty: 3313.702393
	Iteration 70Q: 3 clusters Score -3457708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3457708.250000 Penalty: 3313.702393
	Iteration 71Q: 3 clusters Score -3457708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3457719.000000 Penalty: 3313.702393
	Iteration 72Q: 3 clusters Score -3457719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3457724.750000 Penalty: 3313.702393
	Iteration 73Q: 3 clusters Score -3457725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3457724.250000 Penalty: 3313.702393
	Iteration 74Q: 3 clusters Score -3457724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3457725.000000 Penalty: 3313.702393
	Iteration 75Q: 3 clusters Score -3457725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3457729.250000 Penalty: 3313.702393
	Iteration 76Q: 3 clusters Score -3457729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3457735.750000 Penalty: 3313.702393
	Iteration 77Q: 3 clusters Score -3457736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3457735.750000 Penalty: 3313.702393
	Iteration 78F: 3 clusters Score -3457736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Entering Unmasked Estep 
Score: -2878570.250000 Penalty: 1628.268555
	Iteration 0F: 2 clusters Score -2878570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2863128.750000 Penalty: 3256.537109
	Iteration 0F: 3 clusters Score -2863129 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2868842.000000 Penalty: 3256.537109
	Iteration 1F: 3 clusters Score -2868842 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2869097.000000 Penalty: 3256.537109
	Iteration 2Q: 3 clusters Score -2869097 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2869329.750000 Penalty: 3256.537109
	Iteration 3Q: 3 clusters Score -2869330 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2869509.250000 Penalty: 3256.537109
	Iteration 4Q: 3 clusters Score -2869509 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2869666.000000 Penalty: 3256.537109
	Iteration 5Q: 3 clusters Score -2869666 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2869821.250000 Penalty: 3256.537109
	Iteration 6Q: 3 clusters Score -2869821 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2869954.250000 Penalty: 3256.537109
	Iteration 7Q: 3 clusters Score -2869954 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2870102.250000 Penalty: 3256.537109
	Iteration 8Q: 3 clusters Score -2870102 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2870291.500000 Penalty: 3256.537109
	Iteration 9Q: 3 clusters Score -2870292 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2870488.750000 Penalty: 3256.537109
	Iteration 10Q: 3 clusters Score -2870489 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2870855.500000 Penalty: 3256.537109
	Iteration 11Q: 3 clusters Score -2870856 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2871388.500000 Penalty: 3256.537109
	Iteration 12Q: 3 clusters Score -2871388 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2872185.250000 Penalty: 3256.537109
	Iteration 13F: 3 clusters Score -2872185 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2873245.250000 Penalty: 3256.537109
	Iteration 14F: 3 clusters Score -2873245 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2874426.250000 Penalty: 3256.537109
	Iteration 15F: 3 clusters Score -2874426 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2875527.000000 Penalty: 3256.537109
	Iteration 16F: 3 clusters Score -2875527 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2876285.750000 Penalty: 3256.537109
	Iteration 17Q: 3 clusters Score -2876286 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2876714.000000 Penalty: 3256.537109
	Iteration 18Q: 3 clusters Score -2876714 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2876931.500000 Penalty: 3256.537109
	Iteration 19Q: 3 clusters Score -2876932 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -2877051.250000 Penalty: 3256.537109
	Iteration 20F: 3 clusters Score -2877051 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2877145.000000 Penalty: 3256.537109
	Iteration 21Q: 3 clusters Score -2877145 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2877214.750000 Penalty: 3256.537109
	Iteration 22Q: 3 clusters Score -2877215 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2877254.000000 Penalty: 3256.537109
	Iteration 23Q: 3 clusters Score -2877254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2877271.500000 Penalty: 3256.537109
	Iteration 24Q: 3 clusters Score -2877272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2877281.000000 Penalty: 3256.537109
	Iteration 25Q: 3 clusters Score -2877281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2877284.500000 Penalty: 3256.537109
	Iteration 26Q: 3 clusters Score -2877284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2877291.250000 Penalty: 3256.537109
	Iteration 27Q: 3 clusters Score -2877291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2877294.750000 Penalty: 3256.537109
	Iteration 28Q: 3 clusters Score -2877295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2877296.750000 Penalty: 3256.537109
	Iteration 29Q: 3 clusters Score -2877297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2877295.500000 Penalty: 3256.537109
	Iteration 30Q: 3 clusters Score -2877296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2877299.750000 Penalty: 3256.537109
	Iteration 31Q: 3 clusters Score -2877300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2877305.000000 Penalty: 3256.537109
	Iteration 32Q: 3 clusters Score -2877305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2877312.000000 Penalty: 3256.537109
	Iteration 33Q: 3 clusters Score -2877312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2877320.000000 Penalty: 3256.537109
	Iteration 34Q: 3 clusters Score -2877320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2877323.750000 Penalty: 3256.537109
	Iteration 35Q: 3 clusters Score -2877324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2877325.750000 Penalty: 3256.537109
	Iteration 36Q: 3 clusters Score -2877326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2877325.500000 Penalty: 3256.537109
	Iteration 37Q: 3 clusters Score -2877326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2877328.750000 Penalty: 3256.537109
	Iteration 38Q: 3 clusters Score -2877329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2877327.500000 Penalty: 3256.537109
	Iteration 39Q: 3 clusters Score -2877328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2877329.750000 Penalty: 3256.537109
	Iteration 40F: 3 clusters Score -2877330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2877329.750000 Penalty: 3256.537109
	Iteration 41Q: 3 clusters Score -2877330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2877331.500000 Penalty: 3256.537109
	Iteration 42Q: 3 clusters Score -2877332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2877330.250000 Penalty: 3256.537109
	Iteration 43Q: 3 clusters Score -2877330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2877332.750000 Penalty: 3256.537109
	Iteration 44Q: 3 clusters Score -2877333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2877338.500000 Penalty: 3256.537109
	Iteration 45Q: 3 clusters Score -2877338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2877335.000000 Penalty: 3256.537109
	Iteration 46Q: 3 clusters Score -2877335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2877335.000000 Penalty: 3256.537109
	Iteration 47Q: 3 clusters Score -2877335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2877335.000000 Penalty: 3256.537109
	Iteration 48F: 3 clusters Score -2877335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (122967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122967 members 
Entering Unmasked Estep 
Score: -15710409.000000 Penalty: 1904.446533
	Iteration 0F: 2 clusters Score -1.571041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 61590 members 
Entering Unmasked Estep 
Score: -15631140.000000 Penalty: 3808.893066
	Iteration 0F: 3 clusters Score -1.563114e+07 nChanged 59009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -15665623.000000 Penalty: 3808.893066
	Iteration 1F: 3 clusters Score -1.566562e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -15666649.000000 Penalty: 3808.893066
	Iteration 2Q: 3 clusters Score -1.566665e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -15668095.000000 Penalty: 3808.893066
	Iteration 3Q: 3 clusters Score -1.56681e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 63463 members 
Entering Unmasked Estep 
Score: -15669953.000000 Penalty: 3808.893066
	Iteration 4Q: 3 clusters Score -1.566995e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -15672161.000000 Penalty: 3808.893066
	Iteration 5Q: 3 clusters Score -1.567216e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -15674623.000000 Penalty: 3808.893066
	Iteration 6Q: 3 clusters Score -1.567462e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -15677755.000000 Penalty: 3808.893066
	Iteration 7Q: 3 clusters Score -1.567776e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -15681342.000000 Penalty: 3808.893066
	Iteration 8F: 3 clusters Score -1.568134e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -15685123.000000 Penalty: 3808.893066
	Iteration 9F: 3 clusters Score -1.568512e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -15688998.000000 Penalty: 3808.893066
	Iteration 10F: 3 clusters Score -1.5689e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
Score: -15691506.000000 Penalty: 3808.893066
	Iteration 11Q: 3 clusters Score -1.569151e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
Score: -15692810.000000 Penalty: 3808.893066
	Iteration 12Q: 3 clusters Score -1.569281e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -15693469.000000 Penalty: 3808.893066
	Iteration 13Q: 3 clusters Score -1.569347e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 76448 members 
Entering Unmasked Estep 
Score: -15694071.000000 Penalty: 3808.893066
	Iteration 14Q: 3 clusters Score -1.569407e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 76896 members 
Entering Unmasked Estep 
Score: -15694602.000000 Penalty: 3808.893066
	Iteration 15Q: 3 clusters Score -1.56946e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -15695237.000000 Penalty: 3808.893066
	Iteration 16Q: 3 clusters Score -1.569524e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 77573 members 
Entering Unmasked Estep 
Score: -15696015.000000 Penalty: 3808.893066
	Iteration 17Q: 3 clusters Score -1.569602e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -15696875.000000 Penalty: 3808.893066
	Iteration 18Q: 3 clusters Score -1.569688e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -15697816.000000 Penalty: 3808.893066
	Iteration 19Q: 3 clusters Score -1.569782e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 77968 members 
Entering Unmasked Estep 
Score: -15698679.000000 Penalty: 3808.893066
	Iteration 20F: 3 clusters Score -1.569868e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 78000 members 
Entering Unmasked Estep 
Score: -15699614.000000 Penalty: 3808.893066
	Iteration 21Q: 3 clusters Score -1.569961e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 77929 members 
Entering Unmasked Estep 
Score: -15700354.000000 Penalty: 3808.893066
	Iteration 22Q: 3 clusters Score -1.570035e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -15701063.000000 Penalty: 3808.893066
	Iteration 23Q: 3 clusters Score -1.570106e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -15701685.000000 Penalty: 3808.893066
	Iteration 24Q: 3 clusters Score -1.570168e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -15702189.000000 Penalty: 3808.893066
	Iteration 25Q: 3 clusters Score -1.570219e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 77166 members 
Entering Unmasked Estep 
Score: -15702538.000000 Penalty: 3808.893066
	Iteration 26Q: 3 clusters Score -1.570254e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 76916 members 
Entering Unmasked Estep 
Score: -15702727.000000 Penalty: 3808.893066
	Iteration 27Q: 3 clusters Score -1.570273e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 76652 members 
Entering Unmasked Estep 
Score: -15702897.000000 Penalty: 3808.893066
	Iteration 28Q: 3 clusters Score -1.57029e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -15703071.000000 Penalty: 3808.893066
	Iteration 29Q: 3 clusters Score -1.570307e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 76186 members 
Entering Unmasked Estep 
Score: -15703174.000000 Penalty: 3808.893066
	Iteration 30Q: 3 clusters Score -1.570317e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -15703310.000000 Penalty: 3808.893066
	Iteration 31Q: 3 clusters Score -1.570331e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 75891 members 
Entering Unmasked Estep 
Score: -15703385.000000 Penalty: 3808.893066
	Iteration 32Q: 3 clusters Score -1.570338e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 75769 members 
Entering Unmasked Estep 
Score: -15703414.000000 Penalty: 3808.893066
	Iteration 33Q: 3 clusters Score -1.570341e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 75674 members 
Entering Unmasked Estep 
Score: -15703514.000000 Penalty: 3808.893066
	Iteration 34Q: 3 clusters Score -1.570351e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 75582 members 
Entering Unmasked Estep 
Score: -15703483.000000 Penalty: 3808.893066
	Iteration 35Q: 3 clusters Score -1.570348e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 75506 members 
Entering Unmasked Estep 
Score: -15703556.000000 Penalty: 3808.893066
	Iteration 36Q: 3 clusters Score -1.570356e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -15703606.000000 Penalty: 3808.893066
	Iteration 37Q: 3 clusters Score -1.570361e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
Score: -15703627.000000 Penalty: 3808.893066
	Iteration 38Q: 3 clusters Score -1.570363e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -15703605.000000 Penalty: 3808.893066
	Iteration 39Q: 3 clusters Score -1.57036e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 75354 members 
Entering Unmasked Estep 
Score: -15703602.000000 Penalty: 3808.893066
	Iteration 40F: 3 clusters Score -1.57036e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 75328 members 
Entering Unmasked Estep 
Score: -15703610.000000 Penalty: 3808.893066
	Iteration 41Q: 3 clusters Score -1.570361e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -15703627.000000 Penalty: 3808.893066
	Iteration 42Q: 3 clusters Score -1.570363e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -15703673.000000 Penalty: 3808.893066
	Iteration 43Q: 3 clusters Score -1.570367e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 75311 members 
Entering Unmasked Estep 
Score: -15703672.000000 Penalty: 3808.893066
	Iteration 44Q: 3 clusters Score -1.570367e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -15703659.000000 Penalty: 3808.893066
	Iteration 45Q: 3 clusters Score -1.570366e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -15703651.000000 Penalty: 3808.893066
	Iteration 46Q: 3 clusters Score -1.570365e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -15703646.000000 Penalty: 3808.893066
	Iteration 47Q: 3 clusters Score -1.570365e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -15703645.000000 Penalty: 3808.893066
	Iteration 48Q: 3 clusters Score -1.570364e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -15703667.000000 Penalty: 3808.893066
	Iteration 49Q: 3 clusters Score -1.570367e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 75428 members 
Entering Unmasked Estep 
Score: -15703658.000000 Penalty: 3808.893066
	Iteration 50Q: 3 clusters Score -1.570366e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 75466 members 
Entering Unmasked Estep 
Score: -15703684.000000 Penalty: 3808.893066
	Iteration 51Q: 3 clusters Score -1.570368e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -15703702.000000 Penalty: 3808.893066
	Iteration 52Q: 3 clusters Score -1.57037e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -15703707.000000 Penalty: 3808.893066
	Iteration 53Q: 3 clusters Score -1.570371e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 75529 members 
Entering Unmasked Estep 
Score: -15703700.000000 Penalty: 3808.893066
	Iteration 54Q: 3 clusters Score -1.57037e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -15703709.000000 Penalty: 3808.893066
	Iteration 55Q: 3 clusters Score -1.570371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 75562 members 
Entering Unmasked Estep 
Score: -15703702.000000 Penalty: 3808.893066
	Iteration 56Q: 3 clusters Score -1.57037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -15703704.000000 Penalty: 3808.893066
	Iteration 57Q: 3 clusters Score -1.57037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 75591 members 
Entering Unmasked Estep 
Score: -15703696.000000 Penalty: 3808.893066
	Iteration 58Q: 3 clusters Score -1.57037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -15703701.000000 Penalty: 3808.893066
	Iteration 59Q: 3 clusters Score -1.57037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 75609 members 
Entering Unmasked Estep 
Score: -15703714.000000 Penalty: 3808.893066
	Iteration 60F: 3 clusters Score -1.570371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -15703712.000000 Penalty: 3808.893066
	Iteration 61Q: 3 clusters Score -1.570371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 75627 members 
Entering Unmasked Estep 
Score: -15703723.000000 Penalty: 3808.893066
	Iteration 62Q: 3 clusters Score -1.570372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -15703723.000000 Penalty: 3808.893066
	Iteration 63Q: 3 clusters Score -1.570372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -15703722.000000 Penalty: 3808.893066
	Iteration 64Q: 3 clusters Score -1.570372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -15703720.000000 Penalty: 3808.893066
	Iteration 65Q: 3 clusters Score -1.570372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 75659 members 
Entering Unmasked Estep 
Score: -15703730.000000 Penalty: 3808.893066
	Iteration 66Q: 3 clusters Score -1.570373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -15703726.000000 Penalty: 3808.893066
	Iteration 67Q: 3 clusters Score -1.570373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 75666 members 
Entering Unmasked Estep 
Score: -15703715.000000 Penalty: 3808.893066
	Iteration 68Q: 3 clusters Score -1.570372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 75667 members 
Entering Unmasked Estep 
Score: -15703729.000000 Penalty: 3808.893066
	Iteration 69Q: 3 clusters Score -1.570373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 75668 members 
Entering Unmasked Estep 
Score: -15703725.000000 Penalty: 3808.893066
	Iteration 70Q: 3 clusters Score -1.570372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -15703730.000000 Penalty: 3808.893066
	Iteration 71Q: 3 clusters Score -1.570373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 75674 members 
Entering Unmasked Estep 
Score: -15703728.000000 Penalty: 3808.893066
	Iteration 72Q: 3 clusters Score -1.570373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 75675 members 
Entering Unmasked Estep 
Score: -15703728.000000 Penalty: 3808.893066
	Iteration 73Q: 3 clusters Score -1.570373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 75677 members 
Entering Unmasked Estep 
Score: -15703729.000000 Penalty: 3808.893066
	Iteration 74Q: 3 clusters Score -1.570373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 75681 members 
Entering Unmasked Estep 
Score: -15703722.000000 Penalty: 3808.893066
	Iteration 75Q: 3 clusters Score -1.570372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -15703732.000000 Penalty: 3808.893066
	Iteration 76Q: 3 clusters Score -1.570373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 75688 members 
Entering Unmasked Estep 
Score: -15703725.000000 Penalty: 3808.893066
	Iteration 77Q: 3 clusters Score -1.570372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 75688 members 
Entering Unmasked Estep 
Score: -15703725.000000 Penalty: 3808.893066
	Iteration 78F: 3 clusters Score -1.570372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Entering Unmasked Estep 
Score: -617797.125000 Penalty: 1396.459717
	Iteration 0F: 2 clusters Score -617797.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -613577.875000 Penalty: 2792.919434
	Iteration 0F: 3 clusters Score -613577.9 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -614884.437500 Penalty: 2792.919434
	Iteration 1F: 3 clusters Score -614884.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -615245.062500 Penalty: 2792.919434
	Iteration 2F: 3 clusters Score -615245.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -615534.562500 Penalty: 2792.919434
	Iteration 3F: 3 clusters Score -615534.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -615779.062500 Penalty: 2792.919434
	Iteration 4F: 3 clusters Score -615779.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -616015.062500 Penalty: 2792.919434
	Iteration 5F: 3 clusters Score -616015.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -616190.937500 Penalty: 2792.919434
	Iteration 6Q: 3 clusters Score -616190.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -616305.875000 Penalty: 2792.919434
	Iteration 7Q: 3 clusters Score -616305.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -616365.125000 Penalty: 2792.919434
	Iteration 8Q: 3 clusters Score -616365.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -616402.187500 Penalty: 2792.919434
	Iteration 9Q: 3 clusters Score -616402.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -616424.500000 Penalty: 2792.919434
	Iteration 10Q: 3 clusters Score -616424.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -616442.562500 Penalty: 2792.919434
	Iteration 11Q: 3 clusters Score -616442.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -616457.250000 Penalty: 2792.919434
	Iteration 12Q: 3 clusters Score -616457.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -616464.562500 Penalty: 2792.919434
	Iteration 13Q: 3 clusters Score -616464.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -616473.500000 Penalty: 2792.919434
	Iteration 14Q: 3 clusters Score -616473.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -616477.812500 Penalty: 2792.919434
	Iteration 15Q: 3 clusters Score -616477.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -616479.250000 Penalty: 2792.919434
	Iteration 16Q: 3 clusters Score -616479.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -616479.750000 Penalty: 2792.919434
	Iteration 17Q: 3 clusters Score -616479.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -616481.937500 Penalty: 2792.919434
	Iteration 18Q: 3 clusters Score -616481.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -616483.250000 Penalty: 2792.919434
	Iteration 19Q: 3 clusters Score -616483.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -616485.375000 Penalty: 2792.919434
	Iteration 20F: 3 clusters Score -616485.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -616489.375000 Penalty: 2792.919434
	Iteration 21Q: 3 clusters Score -616489.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -616490.625000 Penalty: 2792.919434
	Iteration 22Q: 3 clusters Score -616490.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -616493.187500 Penalty: 2792.919434
	Iteration 23Q: 3 clusters Score -616493.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -616494.562500 Penalty: 2792.919434
	Iteration 24Q: 3 clusters Score -616494.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -616497.500000 Penalty: 2792.919434
	Iteration 25Q: 3 clusters Score -616497.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -616499.562500 Penalty: 2792.919434
	Iteration 26Q: 3 clusters Score -616499.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -616501.312500 Penalty: 2792.919434
	Iteration 27Q: 3 clusters Score -616501.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -616503.937500 Penalty: 2792.919434
	Iteration 28Q: 3 clusters Score -616503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -616503.750000 Penalty: 2792.919434
	Iteration 29Q: 3 clusters Score -616503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -616503.750000 Penalty: 2792.919434
	Iteration 30Q: 3 clusters Score -616503.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -616504.812500 Penalty: 2792.919434
	Iteration 31Q: 3 clusters Score -616504.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -616504.562500 Penalty: 2792.919434
	Iteration 32Q: 3 clusters Score -616504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -616506.812500 Penalty: 2792.919434
	Iteration 33Q: 3 clusters Score -616506.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -616505.875000 Penalty: 2792.919434
	Iteration 34Q: 3 clusters Score -616505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -616506.812500 Penalty: 2792.919434
	Iteration 35Q: 3 clusters Score -616506.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -616506.750000 Penalty: 2792.919434
	Iteration 36Q: 3 clusters Score -616506.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -616508.000000 Penalty: 2792.919434
	Iteration 37Q: 3 clusters Score -616508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -616508.375000 Penalty: 2792.919434
	Iteration 38Q: 3 clusters Score -616508.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -616508.375000 Penalty: 2792.919434
	Iteration 39F: 3 clusters Score -616508.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -23794.375000 Penalty: 911.539185
	Iteration 0F: 2 clusters Score -23794.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23066.275391 Penalty: 1823.078369
	Iteration 0F: 3 clusters Score -23066.28 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23249.724609 Penalty: 1823.078369
	Iteration 1F: 3 clusters Score -23249.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23337.687500 Penalty: 1823.078369
	Iteration 2F: 3 clusters Score -23337.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23361.894531 Penalty: 1823.078369
	Iteration 3Q: 3 clusters Score -23361.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23395.404297 Penalty: 1823.078369
	Iteration 4Q: 3 clusters Score -23395.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23463.603516 Penalty: 1823.078369
	Iteration 5F: 3 clusters Score -23463.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23490.740234 Penalty: 1823.078369
	Iteration 6F: 3 clusters Score -23490.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23496.914062 Penalty: 1823.078369
	Iteration 7Q: 3 clusters Score -23496.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23502.728516 Penalty: 1823.078369
	Iteration 8Q: 3 clusters Score -23502.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23506.699219 Penalty: 1823.078369
	Iteration 9Q: 3 clusters Score -23506.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23539.964844 Penalty: 1823.078369
	Iteration 10Q: 3 clusters Score -23539.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23555.037109 Penalty: 1823.078369
	Iteration 11Q: 3 clusters Score -23555.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23584.152344 Penalty: 1823.078369
	Iteration 12Q: 3 clusters Score -23584.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23611.556641 Penalty: 1823.078369
	Iteration 13Q: 3 clusters Score -23611.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23626.177734 Penalty: 1823.078369
	Iteration 14Q: 3 clusters Score -23626.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23694.869141 Penalty: 1823.078369
	Iteration 15Q: 3 clusters Score -23694.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23707.742188 Penalty: 1823.078369
	Iteration 16Q: 3 clusters Score -23707.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23720.914062 Penalty: 1823.078369
	Iteration 17Q: 3 clusters Score -23720.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23726.427734 Penalty: 1823.078369
	Iteration 18Q: 3 clusters Score -23726.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23727.873047 Penalty: 1823.078369
	Iteration 19Q: 3 clusters Score -23727.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23728.503906 Penalty: 1823.078369
	Iteration 20F: 3 clusters Score -23728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23742.371094 Penalty: 1823.078369
	Iteration 21Q: 3 clusters Score -23742.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23755.193359 Penalty: 1823.078369
	Iteration 22Q: 3 clusters Score -23755.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23776.945312 Penalty: 1823.078369
	Iteration 23Q: 3 clusters Score -23776.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23788.083984 Penalty: 1823.078369
	Iteration 24Q: 3 clusters Score -23788.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23808.470703 Penalty: 1823.078369
	Iteration 25Q: 3 clusters Score -23808.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23816.273438 Penalty: 1823.078369
	Iteration 26Q: 3 clusters Score -23816.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23816.273438 Penalty: 1823.078369
	Iteration 27F: 3 clusters Score -23816.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 136777 members 
Mstep: Class 3 contains 8576 members 
Mstep: Class 4 contains 34912 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 29483 members 
Mstep: Class 7 contains 18068 members 
Mstep: Class 8 contains 108910 members 
Mstep: Class 9 contains 18469 members 
Mstep: Class 10 contains 26404 members 
Mstep: Class 11 contains 40686 members 
Mstep: Class 12 contains 16434 members 
Mstep: Class 13 contains 26488 members 
Mstep: Class 14 contains 13577 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7081 members 
Mstep: Class 17 contains 12130 members 
Mstep: Class 18 contains 46641 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6451 members 
Mstep: Class 21 contains 5979 members 
Mstep: Class 22 contains 26796 members 
Mstep: Class 23 contains 22474 members 
Mstep: Class 24 contains 122967 members 
Mstep: Class 25 contains 5397 members 
Mstep: Class 26 contains 68 members 
Mstep: Class 27 contains 4669 members 
Mstep: Class 28 contains 4182 members 
Mstep: Class 29 contains 966 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33028 members 
Mstep: Class 32 contains 84366 members 
Mstep: Class 33 contains 3516 members 
Mstep: Class 34 contains 4464 members 
Mstep: Class 35 contains 5298 members 
Mstep: Class 36 contains 3151 members 
Mstep: Class 37 contains 205 members 
Entering Unmasked Estep 
Score: -108945744.000000 Penalty: 82330.375000
Splitting cluster 26 changes total score from -108945376.000000 to -108945744.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 27 (4669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Entering Unmasked Estep 
Score: -589132.625000 Penalty: 1372.913696
	Iteration 0F: 2 clusters Score -589132.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -585391.937500 Penalty: 2745.827393
	Iteration 0F: 3 clusters Score -585391.9 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -586400.812500 Penalty: 2745.827393
	Iteration 1F: 3 clusters Score -586400.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -586561.750000 Penalty: 2745.827393
	Iteration 2F: 3 clusters Score -586561.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -586671.750000 Penalty: 2745.827393
	Iteration 3Q: 3 clusters Score -586671.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -586768.375000 Penalty: 2745.827393
	Iteration 4Q: 3 clusters Score -586768.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -586834.500000 Penalty: 2745.827393
	Iteration 5Q: 3 clusters Score -586834.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -586878.937500 Penalty: 2745.827393
	Iteration 6Q: 3 clusters Score -586878.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -586918.687500 Penalty: 2745.827393
	Iteration 7Q: 3 clusters Score -586918.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -586964.750000 Penalty: 2745.827393
	Iteration 8Q: 3 clusters Score -586964.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -587005.187500 Penalty: 2745.827393
	Iteration 9Q: 3 clusters Score -587005.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -587050.062500 Penalty: 2745.827393
	Iteration 10Q: 3 clusters Score -587050.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -587098.000000 Penalty: 2745.827393
	Iteration 11Q: 3 clusters Score -587098 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -587151.312500 Penalty: 2745.827393
	Iteration 12Q: 3 clusters Score -587151.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -587209.312500 Penalty: 2745.827393
	Iteration 13Q: 3 clusters Score -587209.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -587277.125000 Penalty: 2745.827393
	Iteration 14Q: 3 clusters Score -587277.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -587349.500000 Penalty: 2745.827393
	Iteration 15Q: 3 clusters Score -587349.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -587431.187500 Penalty: 2745.827393
	Iteration 16Q: 3 clusters Score -587431.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -587505.125000 Penalty: 2745.827393
	Iteration 17Q: 3 clusters Score -587505.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -587583.125000 Penalty: 2745.827393
	Iteration 18Q: 3 clusters Score -587583.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -587659.625000 Penalty: 2745.827393
	Iteration 19Q: 3 clusters Score -587659.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -587727.312500 Penalty: 2745.827393
	Iteration 20F: 3 clusters Score -587727.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -587778.375000 Penalty: 2745.827393
	Iteration 21Q: 3 clusters Score -587778.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -587821.562500 Penalty: 2745.827393
	Iteration 22Q: 3 clusters Score -587821.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -587857.625000 Penalty: 2745.827393
	Iteration 23Q: 3 clusters Score -587857.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -587881.937500 Penalty: 2745.827393
	Iteration 24Q: 3 clusters Score -587881.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -587906.250000 Penalty: 2745.827393
	Iteration 25Q: 3 clusters Score -587906.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -587917.562500 Penalty: 2745.827393
	Iteration 26Q: 3 clusters Score -587917.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -587926.250000 Penalty: 2745.827393
	Iteration 27Q: 3 clusters Score -587926.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -587934.750000 Penalty: 2745.827393
	Iteration 28Q: 3 clusters Score -587934.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -587938.500000 Penalty: 2745.827393
	Iteration 29Q: 3 clusters Score -587938.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -587942.687500 Penalty: 2745.827393
	Iteration 30Q: 3 clusters Score -587942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -587943.625000 Penalty: 2745.827393
	Iteration 31Q: 3 clusters Score -587943.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -587945.312500 Penalty: 2745.827393
	Iteration 32Q: 3 clusters Score -587945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -587946.375000 Penalty: 2745.827393
	Iteration 33Q: 3 clusters Score -587946.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -587946.375000 Penalty: 2745.827393
	Iteration 34F: 3 clusters Score -587946.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Entering Unmasked Estep 
Score: -508092.531250 Penalty: 1355.013550
	Iteration 0F: 2 clusters Score -508092.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -504592.531250 Penalty: 2710.027100
	Iteration 0F: 3 clusters Score -504592.5 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -505519.156250 Penalty: 2710.027100
	Iteration 1F: 3 clusters Score -505519.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -505699.406250 Penalty: 2710.027100
	Iteration 2F: 3 clusters Score -505699.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -505829.031250 Penalty: 2710.027100
	Iteration 3F: 3 clusters Score -505829 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -505957.531250 Penalty: 2710.027100
	Iteration 4F: 3 clusters Score -505957.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -506067.843750 Penalty: 2710.027100
	Iteration 5Q: 3 clusters Score -506067.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -506195.343750 Penalty: 2710.027100
	Iteration 6Q: 3 clusters Score -506195.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -506331.218750 Penalty: 2710.027100
	Iteration 7Q: 3 clusters Score -506331.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -506443.093750 Penalty: 2710.027100
	Iteration 8Q: 3 clusters Score -506443.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -506567.406250 Penalty: 2710.027100
	Iteration 9Q: 3 clusters Score -506567.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -506685.875000 Penalty: 2710.027100
	Iteration 10Q: 3 clusters Score -506685.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -506776.937500 Penalty: 2710.027100
	Iteration 11Q: 3 clusters Score -506776.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -506849.250000 Penalty: 2710.027100
	Iteration 12Q: 3 clusters Score -506849.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -506913.281250 Penalty: 2710.027100
	Iteration 13Q: 3 clusters Score -506913.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -506958.125000 Penalty: 2710.027100
	Iteration 14Q: 3 clusters Score -506958.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -506986.531250 Penalty: 2710.027100
	Iteration 15Q: 3 clusters Score -506986.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -507007.250000 Penalty: 2710.027100
	Iteration 16Q: 3 clusters Score -507007.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -507019.343750 Penalty: 2710.027100
	Iteration 17Q: 3 clusters Score -507019.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -507027.500000 Penalty: 2710.027100
	Iteration 18Q: 3 clusters Score -507027.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -507037.250000 Penalty: 2710.027100
	Iteration 19Q: 3 clusters Score -507037.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -507044.562500 Penalty: 2710.027100
	Iteration 20F: 3 clusters Score -507044.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -507050.906250 Penalty: 2710.027100
	Iteration 21Q: 3 clusters Score -507050.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -507066.312500 Penalty: 2710.027100
	Iteration 22Q: 3 clusters Score -507066.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -507091.781250 Penalty: 2710.027100
	Iteration 23Q: 3 clusters Score -507091.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -507115.718750 Penalty: 2710.027100
	Iteration 24Q: 3 clusters Score -507115.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -507130.500000 Penalty: 2710.027100
	Iteration 25Q: 3 clusters Score -507130.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -507143.437500 Penalty: 2710.027100
	Iteration 26Q: 3 clusters Score -507143.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -507155.468750 Penalty: 2710.027100
	Iteration 27Q: 3 clusters Score -507155.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -507167.406250 Penalty: 2710.027100
	Iteration 28Q: 3 clusters Score -507167.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -507180.343750 Penalty: 2710.027100
	Iteration 29Q: 3 clusters Score -507180.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -507191.812500 Penalty: 2710.027100
	Iteration 30Q: 3 clusters Score -507191.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -507201.062500 Penalty: 2710.027100
	Iteration 31Q: 3 clusters Score -507201.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -507214.218750 Penalty: 2710.027100
	Iteration 32Q: 3 clusters Score -507214.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -507226.468750 Penalty: 2710.027100
	Iteration 33Q: 3 clusters Score -507226.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -507232.843750 Penalty: 2710.027100
	Iteration 34Q: 3 clusters Score -507232.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -507238.156250 Penalty: 2710.027100
	Iteration 35Q: 3 clusters Score -507238.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -507245.062500 Penalty: 2710.027100
	Iteration 36Q: 3 clusters Score -507245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -507248.156250 Penalty: 2710.027100
	Iteration 37Q: 3 clusters Score -507248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -507250.656250 Penalty: 2710.027100
	Iteration 38Q: 3 clusters Score -507250.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -507253.312500 Penalty: 2710.027100
	Iteration 39Q: 3 clusters Score -507253.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -507253.562500 Penalty: 2710.027100
	Iteration 40F: 3 clusters Score -507253.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -507254.593750 Penalty: 2710.027100
	Iteration 41Q: 3 clusters Score -507254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -507255.562500 Penalty: 2710.027100
	Iteration 42Q: 3 clusters Score -507255.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -507255.562500 Penalty: 2710.027100
	Iteration 43F: 3 clusters Score -507255.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -108934.085938 Penalty: 1116.889160
	Iteration 0F: 2 clusters Score -108934.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -107532.523438 Penalty: 2233.778320
	Iteration 0F: 3 clusters Score -107532.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -107817.484375 Penalty: 2233.778320
	Iteration 1F: 3 clusters Score -107817.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -107921.570312 Penalty: 2233.778320
	Iteration 2F: 3 clusters Score -107921.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -108012.992188 Penalty: 2233.778320
	Iteration 3F: 3 clusters Score -108013 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -108105.023438 Penalty: 2233.778320
	Iteration 4F: 3 clusters Score -108105 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -108203.085938 Penalty: 2233.778320
	Iteration 5F: 3 clusters Score -108203.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -108279.453125 Penalty: 2233.778320
	Iteration 6Q: 3 clusters Score -108279.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -108321.015625 Penalty: 2233.778320
	Iteration 7Q: 3 clusters Score -108321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -108364.390625 Penalty: 2233.778320
	Iteration 8Q: 3 clusters Score -108364.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -108393.015625 Penalty: 2233.778320
	Iteration 9Q: 3 clusters Score -108393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -108419.304688 Penalty: 2233.778320
	Iteration 10Q: 3 clusters Score -108419.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108440.007812 Penalty: 2233.778320
	Iteration 11Q: 3 clusters Score -108440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -108452.046875 Penalty: 2233.778320
	Iteration 12Q: 3 clusters Score -108452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -108455.015625 Penalty: 2233.778320
	Iteration 13Q: 3 clusters Score -108455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -108459.343750 Penalty: 2233.778320
	Iteration 14Q: 3 clusters Score -108459.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -108462.601562 Penalty: 2233.778320
	Iteration 15Q: 3 clusters Score -108462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -108463.460938 Penalty: 2233.778320
	Iteration 16Q: 3 clusters Score -108463.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -108465.406250 Penalty: 2233.778320
	Iteration 17Q: 3 clusters Score -108465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -108470.523438 Penalty: 2233.778320
	Iteration 18Q: 3 clusters Score -108470.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -108474.617188 Penalty: 2233.778320
	Iteration 19Q: 3 clusters Score -108474.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -108476.695312 Penalty: 2233.778320
	Iteration 20F: 3 clusters Score -108476.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -108484.976562 Penalty: 2233.778320
	Iteration 21Q: 3 clusters Score -108485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -108491.960938 Penalty: 2233.778320
	Iteration 22Q: 3 clusters Score -108492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -108497.304688 Penalty: 2233.778320
	Iteration 23Q: 3 clusters Score -108497.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -108502.062500 Penalty: 2233.778320
	Iteration 24Q: 3 clusters Score -108502.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -108511.257812 Penalty: 2233.778320
	Iteration 25Q: 3 clusters Score -108511.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -108512.664062 Penalty: 2233.778320
	Iteration 26Q: 3 clusters Score -108512.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -108514.359375 Penalty: 2233.778320
	Iteration 27Q: 3 clusters Score -108514.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -108514.609375 Penalty: 2233.778320
	Iteration 28Q: 3 clusters Score -108514.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -108514.609375 Penalty: 2233.778320
	Iteration 29F: 3 clusters Score -108514.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -22504.503906 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -22504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21789.773438 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -21789.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21913.062500 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -21913.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21937.042969 Penalty: 1740.890625
	Iteration 2Q: 3 clusters Score -21937.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21945.833984 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -21945.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21949.281250 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -21949.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21953.347656 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -21953.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21953.347656 Penalty: 1740.890625
	Iteration 6F: 3 clusters Score -21953.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (33028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Entering Unmasked Estep 
Score: -4191068.250000 Penalty: 1690.830566
	Iteration 0F: 2 clusters Score -4191068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -4168773.750000 Penalty: 3381.661133
	Iteration 0F: 3 clusters Score -4168774 nChanged 15409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -4177594.750000 Penalty: 3381.661133
	Iteration 1F: 3 clusters Score -4177595 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -4178262.750000 Penalty: 3381.661133
	Iteration 2Q: 3 clusters Score -4178263 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -4179146.250000 Penalty: 3381.661133
	Iteration 3F: 3 clusters Score -4179146 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -4180443.000000 Penalty: 3381.661133
	Iteration 4F: 3 clusters Score -4180443 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -4182140.250000 Penalty: 3381.661133
	Iteration 5F: 3 clusters Score -4182140 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -4184150.250000 Penalty: 3381.661133
	Iteration 6F: 3 clusters Score -4184150 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -4186112.250000 Penalty: 3381.661133
	Iteration 7F: 3 clusters Score -4186112 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4187551.500000 Penalty: 3381.661133
	Iteration 8Q: 3 clusters Score -4187552 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4188445.500000 Penalty: 3381.661133
	Iteration 9Q: 3 clusters Score -4188446 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4188978.750000 Penalty: 3381.661133
	Iteration 10Q: 3 clusters Score -4188979 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4189265.750000 Penalty: 3381.661133
	Iteration 11Q: 3 clusters Score -4189266 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4189421.750000 Penalty: 3381.661133
	Iteration 12Q: 3 clusters Score -4189422 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4189522.500000 Penalty: 3381.661133
	Iteration 13Q: 3 clusters Score -4189522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4189575.250000 Penalty: 3381.661133
	Iteration 14Q: 3 clusters Score -4189575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4189606.500000 Penalty: 3381.661133
	Iteration 15Q: 3 clusters Score -4189606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4189643.000000 Penalty: 3381.661133
	Iteration 16Q: 3 clusters Score -4189643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4189665.000000 Penalty: 3381.661133
	Iteration 17Q: 3 clusters Score -4189665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4189683.250000 Penalty: 3381.661133
	Iteration 18Q: 3 clusters Score -4189683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4189702.000000 Penalty: 3381.661133
	Iteration 19Q: 3 clusters Score -4189702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4189704.750000 Penalty: 3381.661133
	Iteration 20F: 3 clusters Score -4189705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4189711.500000 Penalty: 3381.661133
	Iteration 21Q: 3 clusters Score -4189712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4189716.250000 Penalty: 3381.661133
	Iteration 22Q: 3 clusters Score -4189716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4189719.000000 Penalty: 3381.661133
	Iteration 23Q: 3 clusters Score -4189719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4189723.750000 Penalty: 3381.661133
	Iteration 24Q: 3 clusters Score -4189724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4189723.500000 Penalty: 3381.661133
	Iteration 25Q: 3 clusters Score -4189724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4189724.000000 Penalty: 3381.661133
	Iteration 26Q: 3 clusters Score -4189724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4189729.500000 Penalty: 3381.661133
	Iteration 27Q: 3 clusters Score -4189730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4189737.750000 Penalty: 3381.661133
	Iteration 28Q: 3 clusters Score -4189738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4189740.000000 Penalty: 3381.661133
	Iteration 29Q: 3 clusters Score -4189740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4189740.000000 Penalty: 3381.661133
	Iteration 30Q: 3 clusters Score -4189740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4189742.250000 Penalty: 3381.661133
	Iteration 31Q: 3 clusters Score -4189742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4189742.250000 Penalty: 3381.661133
	Iteration 32F: 3 clusters Score -4189742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (84366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84366 members 
Entering Unmasked Estep 
Score: -10815655.000000 Penalty: 1843.224365
	Iteration 0F: 2 clusters Score -1.081566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -10759916.000000 Penalty: 3686.448730
	Iteration 0F: 3 clusters Score -1.075992e+07 nChanged 40324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -10782989.000000 Penalty: 3686.448730
	Iteration 1F: 3 clusters Score -1.078299e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -10783654.000000 Penalty: 3686.448730
	Iteration 2Q: 3 clusters Score -1.078365e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -10784740.000000 Penalty: 3686.448730
	Iteration 3Q: 3 clusters Score -1.078474e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -10786461.000000 Penalty: 3686.448730
	Iteration 4Q: 3 clusters Score -1.078646e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -10789621.000000 Penalty: 3686.448730
	Iteration 5F: 3 clusters Score -1.078962e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -10794790.000000 Penalty: 3686.448730
	Iteration 6F: 3 clusters Score -1.079479e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71171 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -10801319.000000 Penalty: 3686.448730
	Iteration 7F: 3 clusters Score -1.080132e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -10807495.000000 Penalty: 3686.448730
	Iteration 8F: 3 clusters Score -1.08075e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -10811546.000000 Penalty: 3686.448730
	Iteration 9Q: 3 clusters Score -1.081155e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -10813229.000000 Penalty: 3686.448730
	Iteration 10Q: 3 clusters Score -1.081323e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84032 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10813743.000000 Penalty: 3686.448730
	Iteration 11Q: 3 clusters Score -1.081374e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84160 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10813889.000000 Penalty: 3686.448730
	Iteration 12Q: 3 clusters Score -1.081389e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84192 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10813934.000000 Penalty: 3686.448730
	Iteration 13Q: 3 clusters Score -1.081393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84202 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10813977.000000 Penalty: 3686.448730
	Iteration 14Q: 3 clusters Score -1.081398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10813989.000000 Penalty: 3686.448730
	Iteration 15Q: 3 clusters Score -1.081399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10813997.000000 Penalty: 3686.448730
	Iteration 16Q: 3 clusters Score -1.0814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84214 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10814003.000000 Penalty: 3686.448730
	Iteration 17Q: 3 clusters Score -1.0814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10814011.000000 Penalty: 3686.448730
	Iteration 18Q: 3 clusters Score -1.081401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84216 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10814012.000000 Penalty: 3686.448730
	Iteration 19Q: 3 clusters Score -1.081401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10814021.000000 Penalty: 3686.448730
	Iteration 20F: 3 clusters Score -1.081402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Entering Unmasked Estep 
Score: -439478.000000 Penalty: 1326.825317
	Iteration 0F: 2 clusters Score -439478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -436456.031250 Penalty: 2653.650635
	Iteration 0F: 3 clusters Score -436456 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -437177.000000 Penalty: 2653.650635
	Iteration 1F: 3 clusters Score -437177 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -437333.937500 Penalty: 2653.650635
	Iteration 2F: 3 clusters Score -437333.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -437426.031250 Penalty: 2653.650635
	Iteration 3Q: 3 clusters Score -437426 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -437504.937500 Penalty: 2653.650635
	Iteration 4Q: 3 clusters Score -437504.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -437576.656250 Penalty: 2653.650635
	Iteration 5Q: 3 clusters Score -437576.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -437643.937500 Penalty: 2653.650635
	Iteration 6Q: 3 clusters Score -437643.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -437697.718750 Penalty: 2653.650635
	Iteration 7Q: 3 clusters Score -437697.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -437766.718750 Penalty: 2653.650635
	Iteration 8Q: 3 clusters Score -437766.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -437835.625000 Penalty: 2653.650635
	Iteration 9Q: 3 clusters Score -437835.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -437907.468750 Penalty: 2653.650635
	Iteration 10Q: 3 clusters Score -437907.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -438003.843750 Penalty: 2653.650635
	Iteration 11Q: 3 clusters Score -438003.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -438120.156250 Penalty: 2653.650635
	Iteration 12Q: 3 clusters Score -438120.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -438216.437500 Penalty: 2653.650635
	Iteration 13Q: 3 clusters Score -438216.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -438306.000000 Penalty: 2653.650635
	Iteration 14Q: 3 clusters Score -438306 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -438388.062500 Penalty: 2653.650635
	Iteration 15Q: 3 clusters Score -438388.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -438469.875000 Penalty: 2653.650635
	Iteration 16Q: 3 clusters Score -438469.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -438536.843750 Penalty: 2653.650635
	Iteration 17Q: 3 clusters Score -438536.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -438591.156250 Penalty: 2653.650635
	Iteration 18Q: 3 clusters Score -438591.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -438630.468750 Penalty: 2653.650635
	Iteration 19Q: 3 clusters Score -438630.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -438657.750000 Penalty: 2653.650635
	Iteration 20F: 3 clusters Score -438657.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -438674.031250 Penalty: 2653.650635
	Iteration 21Q: 3 clusters Score -438674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -438682.375000 Penalty: 2653.650635
	Iteration 22Q: 3 clusters Score -438682.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -438687.187500 Penalty: 2653.650635
	Iteration 23Q: 3 clusters Score -438687.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -438690.000000 Penalty: 2653.650635
	Iteration 24Q: 3 clusters Score -438690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -438692.531250 Penalty: 2653.650635
	Iteration 25Q: 3 clusters Score -438692.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -438695.656250 Penalty: 2653.650635
	Iteration 26Q: 3 clusters Score -438695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -438698.812500 Penalty: 2653.650635
	Iteration 27Q: 3 clusters Score -438698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -438699.562500 Penalty: 2653.650635
	Iteration 28Q: 3 clusters Score -438699.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -438701.187500 Penalty: 2653.650635
	Iteration 29Q: 3 clusters Score -438701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -438701.187500 Penalty: 2653.650635
	Iteration 30Q: 3 clusters Score -438701.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -438701.718750 Penalty: 2653.650635
	Iteration 31Q: 3 clusters Score -438701.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -438701.718750 Penalty: 2653.650635
	Iteration 32F: 3 clusters Score -438701.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -582280.812500 Penalty: 1365.617676
	Iteration 0F: 2 clusters Score -582280.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -578577.687500 Penalty: 2731.235352
	Iteration 0F: 3 clusters Score -578577.7 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -579530.875000 Penalty: 2731.235352
	Iteration 1F: 3 clusters Score -579530.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -579656.875000 Penalty: 2731.235352
	Iteration 2F: 3 clusters Score -579656.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -579758.875000 Penalty: 2731.235352
	Iteration 3Q: 3 clusters Score -579758.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -579838.875000 Penalty: 2731.235352
	Iteration 4Q: 3 clusters Score -579838.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -579912.250000 Penalty: 2731.235352
	Iteration 5Q: 3 clusters Score -579912.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -579977.562500 Penalty: 2731.235352
	Iteration 6Q: 3 clusters Score -579977.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -580028.000000 Penalty: 2731.235352
	Iteration 7Q: 3 clusters Score -580028 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -580073.937500 Penalty: 2731.235352
	Iteration 8Q: 3 clusters Score -580073.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -580124.000000 Penalty: 2731.235352
	Iteration 9Q: 3 clusters Score -580124 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -580182.375000 Penalty: 2731.235352
	Iteration 10Q: 3 clusters Score -580182.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -580239.250000 Penalty: 2731.235352
	Iteration 11Q: 3 clusters Score -580239.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -580296.062500 Penalty: 2731.235352
	Iteration 12Q: 3 clusters Score -580296.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -580344.562500 Penalty: 2731.235352
	Iteration 13Q: 3 clusters Score -580344.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -580392.187500 Penalty: 2731.235352
	Iteration 14Q: 3 clusters Score -580392.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -580436.625000 Penalty: 2731.235352
	Iteration 15Q: 3 clusters Score -580436.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -580477.437500 Penalty: 2731.235352
	Iteration 16Q: 3 clusters Score -580477.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -580513.187500 Penalty: 2731.235352
	Iteration 17Q: 3 clusters Score -580513.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -580550.187500 Penalty: 2731.235352
	Iteration 18Q: 3 clusters Score -580550.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -580596.000000 Penalty: 2731.235352
	Iteration 19Q: 3 clusters Score -580596 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -580640.937500 Penalty: 2731.235352
	Iteration 20F: 3 clusters Score -580640.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -580676.625000 Penalty: 2731.235352
	Iteration 21Q: 3 clusters Score -580676.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -580706.875000 Penalty: 2731.235352
	Iteration 22Q: 3 clusters Score -580706.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -580731.500000 Penalty: 2731.235352
	Iteration 23Q: 3 clusters Score -580731.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -580748.562500 Penalty: 2731.235352
	Iteration 24Q: 3 clusters Score -580748.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -580766.687500 Penalty: 2731.235352
	Iteration 25Q: 3 clusters Score -580766.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -580781.000000 Penalty: 2731.235352
	Iteration 26Q: 3 clusters Score -580781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -580797.812500 Penalty: 2731.235352
	Iteration 27Q: 3 clusters Score -580797.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -580815.625000 Penalty: 2731.235352
	Iteration 28Q: 3 clusters Score -580815.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -580834.062500 Penalty: 2731.235352
	Iteration 29Q: 3 clusters Score -580834.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -580852.375000 Penalty: 2731.235352
	Iteration 30Q: 3 clusters Score -580852.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -580867.812500 Penalty: 2731.235352
	Iteration 31Q: 3 clusters Score -580867.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -580880.750000 Penalty: 2731.235352
	Iteration 32Q: 3 clusters Score -580880.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -580893.500000 Penalty: 2731.235352
	Iteration 33Q: 3 clusters Score -580893.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -580899.625000 Penalty: 2731.235352
	Iteration 34Q: 3 clusters Score -580899.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -580906.375000 Penalty: 2731.235352
	Iteration 35Q: 3 clusters Score -580906.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -580914.312500 Penalty: 2731.235352
	Iteration 36Q: 3 clusters Score -580914.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -580919.562500 Penalty: 2731.235352
	Iteration 37Q: 3 clusters Score -580919.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -580924.687500 Penalty: 2731.235352
	Iteration 38Q: 3 clusters Score -580924.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -580931.937500 Penalty: 2731.235352
	Iteration 39Q: 3 clusters Score -580931.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -580938.500000 Penalty: 2731.235352
	Iteration 40F: 3 clusters Score -580938.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -580945.437500 Penalty: 2731.235352
	Iteration 41Q: 3 clusters Score -580945.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -580952.812500 Penalty: 2731.235352
	Iteration 42Q: 3 clusters Score -580952.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -580957.562500 Penalty: 2731.235352
	Iteration 43Q: 3 clusters Score -580957.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -580961.875000 Penalty: 2731.235352
	Iteration 44Q: 3 clusters Score -580961.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -580967.312500 Penalty: 2731.235352
	Iteration 45Q: 3 clusters Score -580967.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -580969.937500 Penalty: 2731.235352
	Iteration 46Q: 3 clusters Score -580969.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -580972.437500 Penalty: 2731.235352
	Iteration 47Q: 3 clusters Score -580972.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -580975.437500 Penalty: 2731.235352
	Iteration 48Q: 3 clusters Score -580975.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -580979.437500 Penalty: 2731.235352
	Iteration 49Q: 3 clusters Score -580979.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -580980.625000 Penalty: 2731.235352
	Iteration 50Q: 3 clusters Score -580980.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -580982.812500 Penalty: 2731.235352
	Iteration 51Q: 3 clusters Score -580982.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -580984.562500 Penalty: 2731.235352
	Iteration 52Q: 3 clusters Score -580984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -580987.187500 Penalty: 2731.235352
	Iteration 53Q: 3 clusters Score -580987.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -580988.062500 Penalty: 2731.235352
	Iteration 54Q: 3 clusters Score -580988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -580989.437500 Penalty: 2731.235352
	Iteration 55Q: 3 clusters Score -580989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -580989.562500 Penalty: 2731.235352
	Iteration 56Q: 3 clusters Score -580989.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -580988.937500 Penalty: 2731.235352
	Iteration 57Q: 3 clusters Score -580988.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -580988.937500 Penalty: 2731.235352
	Iteration 58F: 3 clusters Score -580988.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Entering Unmasked Estep 
Score: -671768.250000 Penalty: 1393.451294
	Iteration 0F: 2 clusters Score -671768.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -667545.625000 Penalty: 2786.902588
	Iteration 0F: 3 clusters Score -667545.6 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -668686.437500 Penalty: 2786.902588
	Iteration 1F: 3 clusters Score -668686.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -668885.375000 Penalty: 2786.902588
	Iteration 2F: 3 clusters Score -668885.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -669039.875000 Penalty: 2786.902588
	Iteration 3F: 3 clusters Score -669039.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -669216.000000 Penalty: 2786.902588
	Iteration 4F: 3 clusters Score -669216 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -669433.187500 Penalty: 2786.902588
	Iteration 5Q: 3 clusters Score -669433.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -669635.562500 Penalty: 2786.902588
	Iteration 6Q: 3 clusters Score -669635.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -669803.062500 Penalty: 2786.902588
	Iteration 7Q: 3 clusters Score -669803.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -669931.687500 Penalty: 2786.902588
	Iteration 8Q: 3 clusters Score -669931.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -670032.125000 Penalty: 2786.902588
	Iteration 9Q: 3 clusters Score -670032.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -670129.125000 Penalty: 2786.902588
	Iteration 10Q: 3 clusters Score -670129.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -670216.750000 Penalty: 2786.902588
	Iteration 11Q: 3 clusters Score -670216.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -670295.000000 Penalty: 2786.902588
	Iteration 12Q: 3 clusters Score -670295 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -670346.062500 Penalty: 2786.902588
	Iteration 13Q: 3 clusters Score -670346.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -670384.562500 Penalty: 2786.902588
	Iteration 14Q: 3 clusters Score -670384.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -670411.062500 Penalty: 2786.902588
	Iteration 15Q: 3 clusters Score -670411.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -670432.437500 Penalty: 2786.902588
	Iteration 16Q: 3 clusters Score -670432.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -670452.875000 Penalty: 2786.902588
	Iteration 17Q: 3 clusters Score -670452.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -670465.750000 Penalty: 2786.902588
	Iteration 18Q: 3 clusters Score -670465.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -670479.875000 Penalty: 2786.902588
	Iteration 19Q: 3 clusters Score -670479.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -670491.250000 Penalty: 2786.902588
	Iteration 20F: 3 clusters Score -670491.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -670499.875000 Penalty: 2786.902588
	Iteration 21Q: 3 clusters Score -670499.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -670506.875000 Penalty: 2786.902588
	Iteration 22Q: 3 clusters Score -670506.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -670510.125000 Penalty: 2786.902588
	Iteration 23Q: 3 clusters Score -670510.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -670516.937500 Penalty: 2786.902588
	Iteration 24Q: 3 clusters Score -670516.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -670521.000000 Penalty: 2786.902588
	Iteration 25Q: 3 clusters Score -670521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -670527.125000 Penalty: 2786.902588
	Iteration 26Q: 3 clusters Score -670527.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -670530.000000 Penalty: 2786.902588
	Iteration 27Q: 3 clusters Score -670530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -670532.500000 Penalty: 2786.902588
	Iteration 28Q: 3 clusters Score -670532.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -670533.812500 Penalty: 2786.902588
	Iteration 29Q: 3 clusters Score -670533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -670533.750000 Penalty: 2786.902588
	Iteration 30Q: 3 clusters Score -670533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -670536.062500 Penalty: 2786.902588
	Iteration 31Q: 3 clusters Score -670536.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -670536.500000 Penalty: 2786.902588
	Iteration 32Q: 3 clusters Score -670536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -670537.000000 Penalty: 2786.902588
	Iteration 33Q: 3 clusters Score -670537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -670538.500000 Penalty: 2786.902588
	Iteration 34Q: 3 clusters Score -670538.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -670542.062500 Penalty: 2786.902588
	Iteration 35Q: 3 clusters Score -670542.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -670542.437500 Penalty: 2786.902588
	Iteration 36Q: 3 clusters Score -670542.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -670542.750000 Penalty: 2786.902588
	Iteration 37Q: 3 clusters Score -670542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -670543.312500 Penalty: 2786.902588
	Iteration 38Q: 3 clusters Score -670543.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -670543.375000 Penalty: 2786.902588
	Iteration 39Q: 3 clusters Score -670543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -670542.875000 Penalty: 2786.902588
	Iteration 40F: 3 clusters Score -670542.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -670543.250000 Penalty: 2786.902588
	Iteration 41Q: 3 clusters Score -670543.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -670543.250000 Penalty: 2786.902588
	Iteration 42F: 3 clusters Score -670543.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 136777 members 
Mstep: Class 3 contains 8576 members 
Mstep: Class 4 contains 34912 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 29483 members 
Mstep: Class 7 contains 18068 members 
Mstep: Class 8 contains 108910 members 
Mstep: Class 9 contains 18469 members 
Mstep: Class 10 contains 26404 members 
Mstep: Class 11 contains 40686 members 
Mstep: Class 12 contains 16434 members 
Mstep: Class 13 contains 26488 members 
Mstep: Class 14 contains 13577 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 7081 members 
Mstep: Class 17 contains 12130 members 
Mstep: Class 18 contains 46641 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6451 members 
Mstep: Class 21 contains 5979 members 
Mstep: Class 22 contains 26796 members 
Mstep: Class 23 contains 22474 members 
Mstep: Class 24 contains 122967 members 
Mstep: Class 25 contains 5397 members 
Mstep: Class 26 contains 68 members 
Mstep: Class 27 contains 4669 members 
Mstep: Class 28 contains 4182 members 
Mstep: Class 29 contains 966 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33028 members 
Mstep: Class 32 contains 84366 members 
Mstep: Class 33 contains 3516 members 
Mstep: Class 34 contains 4464 members 
Mstep: Class 35 contains 5298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 26. Lose 1609.801636 but Gain 2225.140625
Score: -108946768.000000 Penalty: 80105.234375
Iteration 119Q: 37 clusters Score -1.089468e+08 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 136821 members 
Mstep: Class 3 contains 8483 members 
Mstep: Class 4 contains 34924 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 29499 members 
Mstep: Class 7 contains 18063 members 
Mstep: Class 8 contains 108966 members 
Mstep: Class 9 contains 18376 members 
Mstep: Class 10 contains 26331 members 
Mstep: Class 11 contains 40657 members 
Mstep: Class 12 contains 16421 members 
Mstep: Class 13 contains 26484 members 
Mstep: Class 14 contains 13515 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 7080 members 
Mstep: Class 17 contains 12116 members 
Mstep: Class 18 contains 46942 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6451 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 26795 members 
Mstep: Class 23 contains 22492 members 
Mstep: Class 24 contains 122955 members 
Mstep: Class 25 contains 5386 members 
Mstep: Class 27 contains 4657 members 
Mstep: Class 28 contains 4183 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33067 members 
Mstep: Class 32 contains 84335 members 
Mstep: Class 33 contains 3516 members 
Mstep: Class 34 contains 4484 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 3148 members 
Mstep: Class 37 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 36. Lose 1801.906982 but Gain 2225.148438
Score: -108939240.000000 Penalty: 77880.085938
Iteration 120F: 36 clusters Score -1.089392e+08 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 136828 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 34931 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 29539 members 
Mstep: Class 7 contains 18066 members 
Mstep: Class 8 contains 109058 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 28760 members 
Mstep: Class 11 contains 40634 members 
Mstep: Class 12 contains 16409 members 
Mstep: Class 13 contains 26480 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 15 contains 208 members 
Mstep: Class 16 contains 7081 members 
Mstep: Class 17 contains 12199 members 
Mstep: Class 18 contains 47581 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6450 members 
Mstep: Class 21 contains 5948 members 
Mstep: Class 22 contains 26796 members 
Mstep: Class 23 contains 22504 members 
Mstep: Class 24 contains 122980 members 
Mstep: Class 25 contains 5388 members 
Mstep: Class 27 contains 4647 members 
Mstep: Class 28 contains 4184 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33111 members 
Mstep: Class 32 contains 84293 members 
Mstep: Class 33 contains 3517 members 
Mstep: Class 34 contains 4500 members 
Mstep: Class 35 contains 5302 members 
Mstep: Class 37 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946120.000000 Penalty: 77880.085938
Iteration 121Q: 36 clusters Score -1.089461e+08 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 136862 members 
Mstep: Class 3 contains 8337 members 
Mstep: Class 4 contains 34989 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 29662 members 
Mstep: Class 7 contains 18061 members 
Mstep: Class 8 contains 109196 members 
Mstep: Class 9 contains 18238 members 
Mstep: Class 10 contains 28938 members 
Mstep: Class 11 contains 40605 members 
Mstep: Class 12 contains 16399 members 
Mstep: Class 13 contains 26478 members 
Mstep: Class 14 contains 13460 members 
Mstep: Class 15 contains 208 members 
Mstep: Class 16 contains 7078 members 
Mstep: Class 17 contains 12097 members 
Mstep: Class 18 contains 47201 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6446 members 
Mstep: Class 21 contains 5950 members 
Mstep: Class 22 contains 26789 members 
Mstep: Class 23 contains 22520 members 
Mstep: Class 24 contains 123091 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 27 contains 4643 members 
Mstep: Class 28 contains 4185 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33161 members 
Mstep: Class 32 contains 84241 members 
Mstep: Class 33 contains 3518 members 
Mstep: Class 34 contains 4527 members 
Mstep: Class 35 contains 5299 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946208.000000 Penalty: 77880.085938
Iteration 122Q: 36 clusters Score -1.089462e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 136899 members 
Mstep: Class 3 contains 8278 members 
Mstep: Class 4 contains 35036 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 29799 members 
Mstep: Class 7 contains 18063 members 
Mstep: Class 8 contains 109330 members 
Mstep: Class 9 contains 18204 members 
Mstep: Class 10 contains 29045 members 
Mstep: Class 11 contains 40589 members 
Mstep: Class 12 contains 16394 members 
Mstep: Class 13 contains 26476 members 
Mstep: Class 14 contains 13459 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 7077 members 
Mstep: Class 17 contains 12004 members 
Mstep: Class 18 contains 46871 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 5955 members 
Mstep: Class 22 contains 26788 members 
Mstep: Class 23 contains 22533 members 
Mstep: Class 24 contains 123132 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 27 contains 4641 members 
Mstep: Class 28 contains 4184 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33217 members 
Mstep: Class 32 contains 84195 members 
Mstep: Class 33 contains 3518 members 
Mstep: Class 34 contains 4544 members 
Mstep: Class 35 contains 5296 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946024.000000 Penalty: 77880.085938
Iteration 123Q: 36 clusters Score -1.08946e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 136944 members 
Mstep: Class 3 contains 8253 members 
Mstep: Class 4 contains 35096 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 29938 members 
Mstep: Class 7 contains 18064 members 
Mstep: Class 8 contains 109465 members 
Mstep: Class 9 contains 18161 members 
Mstep: Class 10 contains 29033 members 
Mstep: Class 11 contains 40567 members 
Mstep: Class 12 contains 16389 members 
Mstep: Class 13 contains 26474 members 
Mstep: Class 14 contains 13448 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7078 members 
Mstep: Class 17 contains 11927 members 
Mstep: Class 18 contains 46642 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 26793 members 
Mstep: Class 23 contains 22544 members 
Mstep: Class 24 contains 123141 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 27 contains 4641 members 
Mstep: Class 28 contains 4181 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33260 members 
Mstep: Class 32 contains 84153 members 
Mstep: Class 33 contains 3519 members 
Mstep: Class 34 contains 4563 members 
Mstep: Class 35 contains 5294 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946080.000000 Penalty: 77880.085938
Iteration 124Q: 36 clusters Score -1.089461e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 136972 members 
Mstep: Class 3 contains 8246 members 
Mstep: Class 4 contains 35159 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 30049 members 
Mstep: Class 7 contains 18060 members 
Mstep: Class 8 contains 109610 members 
Mstep: Class 9 contains 18133 members 
Mstep: Class 10 contains 29006 members 
Mstep: Class 11 contains 40535 members 
Mstep: Class 12 contains 16380 members 
Mstep: Class 13 contains 26470 members 
Mstep: Class 14 contains 13445 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7079 members 
Mstep: Class 17 contains 11861 members 
Mstep: Class 18 contains 46472 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 26788 members 
Mstep: Class 23 contains 22552 members 
Mstep: Class 24 contains 123092 members 
Mstep: Class 25 contains 5393 members 
Mstep: Class 27 contains 4647 members 
Mstep: Class 28 contains 4183 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33296 members 
Mstep: Class 32 contains 84127 members 
Mstep: Class 33 contains 3519 members 
Mstep: Class 34 contains 4593 members 
Mstep: Class 35 contains 5290 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946272.000000 Penalty: 77880.085938
Iteration 125Q: 36 clusters Score -1.089463e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 137019 members 
Mstep: Class 3 contains 8235 members 
Mstep: Class 4 contains 35213 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 30142 members 
Mstep: Class 7 contains 18066 members 
Mstep: Class 8 contains 109754 members 
Mstep: Class 9 contains 18105 members 
Mstep: Class 10 contains 28975 members 
Mstep: Class 11 contains 40511 members 
Mstep: Class 12 contains 16377 members 
Mstep: Class 13 contains 26466 members 
Mstep: Class 14 contains 13433 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7079 members 
Mstep: Class 17 contains 11800 members 
Mstep: Class 18 contains 46337 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 26791 members 
Mstep: Class 23 contains 22553 members 
Mstep: Class 24 contains 123042 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 27 contains 4648 members 
Mstep: Class 28 contains 4184 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33328 members 
Mstep: Class 32 contains 84106 members 
Mstep: Class 33 contains 3520 members 
Mstep: Class 34 contains 4602 members 
Mstep: Class 35 contains 5284 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946248.000000 Penalty: 77880.085938
Iteration 126Q: 36 clusters Score -1.089462e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 137057 members 
Mstep: Class 3 contains 8222 members 
Mstep: Class 4 contains 35257 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 30229 members 
Mstep: Class 7 contains 18067 members 
Mstep: Class 8 contains 109885 members 
Mstep: Class 9 contains 18088 members 
Mstep: Class 10 contains 28947 members 
Mstep: Class 11 contains 40480 members 
Mstep: Class 12 contains 16380 members 
Mstep: Class 13 contains 26465 members 
Mstep: Class 14 contains 13420 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7078 members 
Mstep: Class 17 contains 11740 members 
Mstep: Class 18 contains 46223 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 5965 members 
Mstep: Class 22 contains 26794 members 
Mstep: Class 23 contains 22560 members 
Mstep: Class 24 contains 122982 members 
Mstep: Class 25 contains 5389 members 
Mstep: Class 27 contains 4650 members 
Mstep: Class 28 contains 4184 members 
Mstep: Class 29 contains 966 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33356 members 
Mstep: Class 32 contains 84084 members 
Mstep: Class 33 contains 3521 members 
Mstep: Class 34 contains 4621 members 
Mstep: Class 35 contains 5283 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946392.000000 Penalty: 77880.085938
Iteration 127Q: 36 clusters Score -1.089464e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 137077 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 35302 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 30343 members 
Mstep: Class 7 contains 18061 members 
Mstep: Class 8 contains 109989 members 
Mstep: Class 9 contains 18071 members 
Mstep: Class 10 contains 28913 members 
Mstep: Class 11 contains 40446 members 
Mstep: Class 12 contains 16377 members 
Mstep: Class 13 contains 26461 members 
Mstep: Class 14 contains 13406 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7079 members 
Mstep: Class 17 contains 11695 members 
Mstep: Class 18 contains 46104 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 26789 members 
Mstep: Class 23 contains 22569 members 
Mstep: Class 24 contains 122965 members 
Mstep: Class 25 contains 5389 members 
Mstep: Class 27 contains 4650 members 
Mstep: Class 28 contains 4185 members 
Mstep: Class 29 contains 966 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33387 members 
Mstep: Class 32 contains 84061 members 
Mstep: Class 33 contains 3521 members 
Mstep: Class 34 contains 4637 members 
Mstep: Class 35 contains 5284 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946440.000000 Penalty: 77880.085938
Iteration 128Q: 36 clusters Score -1.089464e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 137112 members 
Mstep: Class 3 contains 8183 members 
Mstep: Class 4 contains 35338 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 30458 members 
Mstep: Class 7 contains 18065 members 
Mstep: Class 8 contains 110116 members 
Mstep: Class 9 contains 18050 members 
Mstep: Class 10 contains 28865 members 
Mstep: Class 11 contains 40395 members 
Mstep: Class 12 contains 16376 members 
Mstep: Class 13 contains 26456 members 
Mstep: Class 14 contains 13390 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7080 members 
Mstep: Class 17 contains 11655 members 
Mstep: Class 18 contains 46004 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 26784 members 
Mstep: Class 23 contains 22574 members 
Mstep: Class 24 contains 122926 members 
Mstep: Class 25 contains 5388 members 
Mstep: Class 27 contains 4649 members 
Mstep: Class 28 contains 4186 members 
Mstep: Class 29 contains 966 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33411 members 
Mstep: Class 32 contains 84043 members 
Mstep: Class 33 contains 3521 members 
Mstep: Class 34 contains 4653 members 
Mstep: Class 35 contains 5284 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946352.000000 Penalty: 77880.085938
Iteration 129Q: 36 clusters Score -1.089464e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 137155 members 
Mstep: Class 3 contains 8160 members 
Mstep: Class 4 contains 35363 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 30555 members 
Mstep: Class 7 contains 18064 members 
Mstep: Class 8 contains 110255 members 
Mstep: Class 9 contains 18037 members 
Mstep: Class 10 contains 28813 members 
Mstep: Class 11 contains 40353 members 
Mstep: Class 12 contains 16367 members 
Mstep: Class 13 contains 26457 members 
Mstep: Class 14 contains 13381 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7079 members 
Mstep: Class 17 contains 11614 members 
Mstep: Class 18 contains 45910 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 5972 members 
Mstep: Class 22 contains 26773 members 
Mstep: Class 23 contains 22583 members 
Mstep: Class 24 contains 122862 members 
Mstep: Class 25 contains 5387 members 
Mstep: Class 27 contains 4650 members 
Mstep: Class 28 contains 4184 members 
Mstep: Class 29 contains 966 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33440 members 
Mstep: Class 32 contains 84029 members 
Mstep: Class 33 contains 3522 members 
Mstep: Class 34 contains 4679 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946344.000000 Penalty: 77880.085938
Iteration 130Q: 36 clusters Score -1.089463e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 137191 members 
Mstep: Class 3 contains 8144 members 
Mstep: Class 4 contains 35405 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 30658 members 
Mstep: Class 7 contains 18068 members 
Mstep: Class 8 contains 110384 members 
Mstep: Class 9 contains 18008 members 
Mstep: Class 10 contains 28758 members 
Mstep: Class 11 contains 40315 members 
Mstep: Class 12 contains 16362 members 
Mstep: Class 13 contains 26463 members 
Mstep: Class 14 contains 13368 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7081 members 
Mstep: Class 17 contains 11565 members 
Mstep: Class 18 contains 45812 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 5974 members 
Mstep: Class 22 contains 26771 members 
Mstep: Class 23 contains 22590 members 
Mstep: Class 24 contains 122804 members 
Mstep: Class 25 contains 5384 members 
Mstep: Class 27 contains 4652 members 
Mstep: Class 28 contains 4184 members 
Mstep: Class 29 contains 966 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33466 members 
Mstep: Class 32 contains 84008 members 
Mstep: Class 33 contains 3523 members 
Mstep: Class 34 contains 4711 members 
Mstep: Class 35 contains 5283 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946416.000000 Penalty: 77880.085938
Iteration 131Q: 36 clusters Score -1.089464e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 137202 members 
Mstep: Class 3 contains 8134 members 
Mstep: Class 4 contains 35443 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 30761 members 
Mstep: Class 7 contains 18068 members 
Mstep: Class 8 contains 110525 members 
Mstep: Class 9 contains 17979 members 
Mstep: Class 10 contains 28711 members 
Mstep: Class 11 contains 40282 members 
Mstep: Class 12 contains 16357 members 
Mstep: Class 13 contains 26468 members 
Mstep: Class 14 contains 13355 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7080 members 
Mstep: Class 17 contains 11511 members 
Mstep: Class 18 contains 45726 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 5970 members 
Mstep: Class 22 contains 26764 members 
Mstep: Class 23 contains 22599 members 
Mstep: Class 24 contains 122747 members 
Mstep: Class 25 contains 5382 members 
Mstep: Class 27 contains 4652 members 
Mstep: Class 28 contains 4184 members 
Mstep: Class 29 contains 966 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33491 members 
Mstep: Class 32 contains 83987 members 
Mstep: Class 33 contains 3525 members 
Mstep: Class 34 contains 4745 members 
Mstep: Class 35 contains 5284 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946480.000000 Penalty: 77880.085938
Iteration 132Q: 36 clusters Score -1.089465e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 137218 members 
Mstep: Class 3 contains 8123 members 
Mstep: Class 4 contains 35470 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 30856 members 
Mstep: Class 7 contains 18071 members 
Mstep: Class 8 contains 110677 members 
Mstep: Class 9 contains 17961 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 11 contains 40251 members 
Mstep: Class 12 contains 16353 members 
Mstep: Class 13 contains 26470 members 
Mstep: Class 14 contains 13347 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7076 members 
Mstep: Class 17 contains 11456 members 
Mstep: Class 18 contains 45647 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 26762 members 
Mstep: Class 23 contains 22613 members 
Mstep: Class 24 contains 122682 members 
Mstep: Class 25 contains 5378 members 
Mstep: Class 27 contains 4654 members 
Mstep: Class 28 contains 4184 members 
Mstep: Class 29 contains 966 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33514 members 
Mstep: Class 32 contains 83960 members 
Mstep: Class 33 contains 3525 members 
Mstep: Class 34 contains 4784 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946576.000000 Penalty: 77880.085938
Iteration 133Q: 36 clusters Score -1.089466e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 137226 members 
Mstep: Class 3 contains 8107 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 30948 members 
Mstep: Class 7 contains 18071 members 
Mstep: Class 8 contains 110822 members 
Mstep: Class 9 contains 17939 members 
Mstep: Class 10 contains 28604 members 
Mstep: Class 11 contains 40204 members 
Mstep: Class 12 contains 16346 members 
Mstep: Class 13 contains 26475 members 
Mstep: Class 14 contains 13346 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7075 members 
Mstep: Class 17 contains 11409 members 
Mstep: Class 18 contains 45552 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 6442 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 26760 members 
Mstep: Class 23 contains 22627 members 
Mstep: Class 24 contains 122629 members 
Mstep: Class 25 contains 5380 members 
Mstep: Class 27 contains 4654 members 
Mstep: Class 28 contains 4183 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33532 members 
Mstep: Class 32 contains 83939 members 
Mstep: Class 33 contains 3523 members 
Mstep: Class 34 contains 4823 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946760.000000 Penalty: 77880.085938
Iteration 134Q: 36 clusters Score -1.089468e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 137246 members 
Mstep: Class 3 contains 8090 members 
Mstep: Class 4 contains 35564 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 31038 members 
Mstep: Class 7 contains 18075 members 
Mstep: Class 8 contains 110979 members 
Mstep: Class 9 contains 17912 members 
Mstep: Class 10 contains 28557 members 
Mstep: Class 11 contains 40169 members 
Mstep: Class 12 contains 16339 members 
Mstep: Class 13 contains 26482 members 
Mstep: Class 14 contains 13337 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7073 members 
Mstep: Class 17 contains 11364 members 
Mstep: Class 18 contains 45450 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5951 members 
Mstep: Class 22 contains 26761 members 
Mstep: Class 23 contains 22633 members 
Mstep: Class 24 contains 122579 members 
Mstep: Class 25 contains 5376 members 
Mstep: Class 27 contains 4657 members 
Mstep: Class 28 contains 4183 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33544 members 
Mstep: Class 32 contains 83916 members 
Mstep: Class 33 contains 3523 members 
Mstep: Class 34 contains 4853 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946736.000000 Penalty: 77880.085938
Iteration 135Q: 36 clusters Score -1.089467e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 137259 members 
Mstep: Class 3 contains 8068 members 
Mstep: Class 4 contains 35612 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 31147 members 
Mstep: Class 7 contains 18075 members 
Mstep: Class 8 contains 111138 members 
Mstep: Class 9 contains 17893 members 
Mstep: Class 10 contains 28498 members 
Mstep: Class 11 contains 40124 members 
Mstep: Class 12 contains 16333 members 
Mstep: Class 13 contains 26492 members 
Mstep: Class 14 contains 13333 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7071 members 
Mstep: Class 17 contains 11300 members 
Mstep: Class 18 contains 45344 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 5946 members 
Mstep: Class 22 contains 26760 members 
Mstep: Class 23 contains 22641 members 
Mstep: Class 24 contains 122529 members 
Mstep: Class 25 contains 5373 members 
Mstep: Class 27 contains 4659 members 
Mstep: Class 28 contains 4183 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33559 members 
Mstep: Class 32 contains 83895 members 
Mstep: Class 33 contains 3526 members 
Mstep: Class 34 contains 4893 members 
Mstep: Class 35 contains 5288 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108947128.000000 Penalty: 77880.085938
Iteration 136Q: 36 clusters Score -1.089471e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 137291 members 
Mstep: Class 3 contains 8049 members 
Mstep: Class 4 contains 35654 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 31227 members 
Mstep: Class 7 contains 18079 members 
Mstep: Class 8 contains 111307 members 
Mstep: Class 9 contains 17879 members 
Mstep: Class 10 contains 28453 members 
Mstep: Class 11 contains 40074 members 
Mstep: Class 12 contains 16333 members 
Mstep: Class 13 contains 26490 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7070 members 
Mstep: Class 17 contains 11246 members 
Mstep: Class 18 contains 45233 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 5940 members 
Mstep: Class 22 contains 26762 members 
Mstep: Class 23 contains 22646 members 
Mstep: Class 24 contains 122472 members 
Mstep: Class 25 contains 5371 members 
Mstep: Class 27 contains 4659 members 
Mstep: Class 28 contains 4184 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33571 members 
Mstep: Class 32 contains 83873 members 
Mstep: Class 33 contains 3527 members 
Mstep: Class 34 contains 4933 members 
Mstep: Class 35 contains 5289 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108947160.000000 Penalty: 77880.085938
Iteration 137Q: 36 clusters Score -1.089472e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 137322 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 35682 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 31328 members 
Mstep: Class 7 contains 18082 members 
Mstep: Class 8 contains 111472 members 
Mstep: Class 9 contains 17861 members 
Mstep: Class 10 contains 28394 members 
Mstep: Class 11 contains 40024 members 
Mstep: Class 12 contains 16337 members 
Mstep: Class 13 contains 26492 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7065 members 
Mstep: Class 17 contains 11200 members 
Mstep: Class 18 contains 45138 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 5931 members 
Mstep: Class 22 contains 26762 members 
Mstep: Class 23 contains 22659 members 
Mstep: Class 24 contains 122402 members 
Mstep: Class 25 contains 5372 members 
Mstep: Class 27 contains 4657 members 
Mstep: Class 28 contains 4185 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33581 members 
Mstep: Class 32 contains 83855 members 
Mstep: Class 33 contains 3527 members 
Mstep: Class 34 contains 4969 members 
Mstep: Class 35 contains 5289 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108947264.000000 Penalty: 77880.085938
Iteration 138Q: 36 clusters Score -1.089473e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 137347 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 35718 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 31427 members 
Mstep: Class 7 contains 18086 members 
Mstep: Class 8 contains 111669 members 
Mstep: Class 9 contains 17848 members 
Mstep: Class 10 contains 28331 members 
Mstep: Class 11 contains 39951 members 
Mstep: Class 12 contains 16340 members 
Mstep: Class 13 contains 26497 members 
Mstep: Class 14 contains 13316 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7060 members 
Mstep: Class 17 contains 11136 members 
Mstep: Class 18 contains 45035 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 5928 members 
Mstep: Class 22 contains 26759 members 
Mstep: Class 23 contains 22673 members 
Mstep: Class 24 contains 122345 members 
Mstep: Class 25 contains 5370 members 
Mstep: Class 27 contains 4655 members 
Mstep: Class 28 contains 4184 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33592 members 
Mstep: Class 32 contains 83833 members 
Mstep: Class 33 contains 3527 members 
Mstep: Class 34 contains 5009 members 
Mstep: Class 35 contains 5289 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108947376.000000 Penalty: 77880.085938
Iteration 139Q: 36 clusters Score -1.089474e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 137359 members 
Mstep: Class 3 contains 8000 members 
Mstep: Class 4 contains 35747 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 31552 members 
Mstep: Class 7 contains 18090 members 
Mstep: Class 8 contains 111873 members 
Mstep: Class 9 contains 17845 members 
Mstep: Class 10 contains 28244 members 
Mstep: Class 11 contains 39903 members 
Mstep: Class 12 contains 16342 members 
Mstep: Class 13 contains 26502 members 
Mstep: Class 14 contains 13306 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7059 members 
Mstep: Class 17 contains 11088 members 
Mstep: Class 18 contains 44940 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 5915 members 
Mstep: Class 22 contains 26760 members 
Mstep: Class 23 contains 22684 members 
Mstep: Class 24 contains 122251 members 
Mstep: Class 25 contains 5367 members 
Mstep: Class 27 contains 4654 members 
Mstep: Class 28 contains 4181 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33603 members 
Mstep: Class 32 contains 83807 members 
Mstep: Class 33 contains 3529 members 
Mstep: Class 34 contains 5048 members 
Mstep: Class 35 contains 5289 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946944.000000 Penalty: 77880.085938
Iteration 140F: 36 clusters Score -1.089469e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 137379 members 
Mstep: Class 3 contains 7987 members 
Mstep: Class 4 contains 35778 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 31685 members 
Mstep: Class 7 contains 18094 members 
Mstep: Class 8 contains 112083 members 
Mstep: Class 9 contains 17843 members 
Mstep: Class 10 contains 28141 members 
Mstep: Class 11 contains 39861 members 
Mstep: Class 12 contains 16340 members 
Mstep: Class 13 contains 26510 members 
Mstep: Class 14 contains 13291 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7055 members 
Mstep: Class 17 contains 11040 members 
Mstep: Class 18 contains 44839 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 5910 members 
Mstep: Class 22 contains 26754 members 
Mstep: Class 23 contains 22701 members 
Mstep: Class 24 contains 122152 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 27 contains 4651 members 
Mstep: Class 28 contains 4181 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33608 members 
Mstep: Class 32 contains 83789 members 
Mstep: Class 33 contains 3530 members 
Mstep: Class 34 contains 5083 members 
Mstep: Class 35 contains 5290 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946880.000000 Penalty: 77880.085938
Iteration 141Q: 36 clusters Score -1.089469e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 137389 members 
Mstep: Class 3 contains 7962 members 
Mstep: Class 4 contains 35809 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 31807 members 
Mstep: Class 7 contains 18098 members 
Mstep: Class 8 contains 112306 members 
Mstep: Class 9 contains 17830 members 
Mstep: Class 10 contains 28063 members 
Mstep: Class 11 contains 39824 members 
Mstep: Class 12 contains 16341 members 
Mstep: Class 13 contains 26516 members 
Mstep: Class 14 contains 13282 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7053 members 
Mstep: Class 17 contains 10996 members 
Mstep: Class 18 contains 44746 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 5911 members 
Mstep: Class 22 contains 26754 members 
Mstep: Class 23 contains 22713 members 
Mstep: Class 24 contains 122029 members 
Mstep: Class 25 contains 5359 members 
Mstep: Class 27 contains 4647 members 
Mstep: Class 28 contains 4180 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33610 members 
Mstep: Class 32 contains 83775 members 
Mstep: Class 33 contains 3533 members 
Mstep: Class 34 contains 5118 members 
Mstep: Class 35 contains 5289 members 
Mstep: Class 37 contains 249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946856.000000 Penalty: 77880.085938
Iteration 142Q: 36 clusters Score -1.089469e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 137398 members 
Mstep: Class 3 contains 7938 members 
Mstep: Class 4 contains 35839 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 31914 members 
Mstep: Class 7 contains 18100 members 
Mstep: Class 8 contains 112547 members 
Mstep: Class 9 contains 17811 members 
Mstep: Class 10 contains 27977 members 
Mstep: Class 11 contains 39787 members 
Mstep: Class 12 contains 16345 members 
Mstep: Class 13 contains 26522 members 
Mstep: Class 14 contains 13278 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7055 members 
Mstep: Class 17 contains 10958 members 
Mstep: Class 18 contains 44668 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 5907 members 
Mstep: Class 22 contains 26756 members 
Mstep: Class 23 contains 22726 members 
Mstep: Class 24 contains 121903 members 
Mstep: Class 25 contains 5356 members 
Mstep: Class 27 contains 4641 members 
Mstep: Class 28 contains 4178 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33617 members 
Mstep: Class 32 contains 83754 members 
Mstep: Class 33 contains 3534 members 
Mstep: Class 34 contains 5146 members 
Mstep: Class 35 contains 5287 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108946888.000000 Penalty: 77880.085938
Iteration 143Q: 36 clusters Score -1.089469e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 137390 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 4 contains 35871 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 32032 members 
Mstep: Class 7 contains 18103 members 
Mstep: Class 8 contains 112792 members 
Mstep: Class 9 contains 17801 members 
Mstep: Class 10 contains 27877 members 
Mstep: Class 11 contains 39737 members 
Mstep: Class 12 contains 16347 members 
Mstep: Class 13 contains 26531 members 
Mstep: Class 14 contains 13268 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 10899 members 
Mstep: Class 18 contains 44587 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5913 members 
Mstep: Class 22 contains 26759 members 
Mstep: Class 23 contains 22741 members 
Mstep: Class 24 contains 121788 members 
Mstep: Class 25 contains 5351 members 
Mstep: Class 27 contains 4636 members 
Mstep: Class 28 contains 4178 members 
Mstep: Class 29 contains 968 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33624 members 
Mstep: Class 32 contains 83730 members 
Mstep: Class 33 contains 3535 members 
Mstep: Class 34 contains 5189 members 
Mstep: Class 35 contains 5286 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108947128.000000 Penalty: 77880.085938
Iteration 144Q: 36 clusters Score -1.089471e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 137390 members 
Mstep: Class 3 contains 7915 members 
Mstep: Class 4 contains 35907 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 32138 members 
Mstep: Class 7 contains 18101 members 
Mstep: Class 8 contains 113002 members 
Mstep: Class 9 contains 17790 members 
Mstep: Class 10 contains 27792 members 
Mstep: Class 11 contains 39692 members 
Mstep: Class 12 contains 16348 members 
Mstep: Class 13 contains 26552 members 
Mstep: Class 14 contains 13264 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7055 members 
Mstep: Class 17 contains 10845 members 
Mstep: Class 18 contains 44511 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5913 members 
Mstep: Class 22 contains 26763 members 
Mstep: Class 23 contains 22748 members 
Mstep: Class 24 contains 121664 members 
Mstep: Class 25 contains 5351 members 
Mstep: Class 27 contains 4633 members 
Mstep: Class 28 contains 4179 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33631 members 
Mstep: Class 32 contains 83706 members 
Mstep: Class 33 contains 3534 members 
Mstep: Class 34 contains 5232 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108947272.000000 Penalty: 77880.085938
Iteration 145Q: 36 clusters Score -1.089473e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 137360 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 35949 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 32237 members 
Mstep: Class 7 contains 18098 members 
Mstep: Class 8 contains 113232 members 
Mstep: Class 9 contains 17789 members 
Mstep: Class 10 contains 27722 members 
Mstep: Class 11 contains 39646 members 
Mstep: Class 12 contains 16349 members 
Mstep: Class 13 contains 26566 members 
Mstep: Class 14 contains 13251 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 10794 members 
Mstep: Class 18 contains 44437 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5905 members 
Mstep: Class 22 contains 26763 members 
Mstep: Class 23 contains 22760 members 
Mstep: Class 24 contains 121542 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 27 contains 4630 members 
Mstep: Class 28 contains 4180 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33647 members 
Mstep: Class 32 contains 83680 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 5286 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108947688.000000 Penalty: 77880.085938
Iteration 146Q: 36 clusters Score -1.089477e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 137330 members 
Mstep: Class 3 contains 7880 members 
Mstep: Class 4 contains 35974 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 32354 members 
Mstep: Class 7 contains 18100 members 
Mstep: Class 8 contains 113429 members 
Mstep: Class 9 contains 17780 members 
Mstep: Class 10 contains 27658 members 
Mstep: Class 11 contains 39606 members 
Mstep: Class 12 contains 16351 members 
Mstep: Class 13 contains 26581 members 
Mstep: Class 14 contains 13230 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7051 members 
Mstep: Class 17 contains 10755 members 
Mstep: Class 18 contains 44360 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5904 members 
Mstep: Class 22 contains 26766 members 
Mstep: Class 23 contains 22763 members 
Mstep: Class 24 contains 121443 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 27 contains 4629 members 
Mstep: Class 28 contains 4179 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33664 members 
Mstep: Class 32 contains 83660 members 
Mstep: Class 33 contains 3531 members 
Mstep: Class 34 contains 5333 members 
Mstep: Class 35 contains 5284 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108948040.000000 Penalty: 77880.085938
Iteration 147Q: 36 clusters Score -1.08948e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 137309 members 
Mstep: Class 3 contains 7863 members 
Mstep: Class 4 contains 36009 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 32462 members 
Mstep: Class 7 contains 18101 members 
Mstep: Class 8 contains 113620 members 
Mstep: Class 9 contains 17775 members 
Mstep: Class 10 contains 27591 members 
Mstep: Class 11 contains 39563 members 
Mstep: Class 12 contains 16351 members 
Mstep: Class 13 contains 26588 members 
Mstep: Class 14 contains 13210 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7050 members 
Mstep: Class 17 contains 10716 members 
Mstep: Class 18 contains 44293 members 
Mstep: Class 19 contains 1436 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5900 members 
Mstep: Class 22 contains 26768 members 
Mstep: Class 23 contains 22766 members 
Mstep: Class 24 contains 121355 members 
Mstep: Class 25 contains 5347 members 
Mstep: Class 27 contains 4626 members 
Mstep: Class 28 contains 4178 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33679 members 
Mstep: Class 32 contains 83639 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 5372 members 
Mstep: Class 35 contains 5283 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108948272.000000 Penalty: 77880.085938
Iteration 148Q: 36 clusters Score -1.089483e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 137276 members 
Mstep: Class 3 contains 7843 members 
Mstep: Class 4 contains 36043 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 32575 members 
Mstep: Class 7 contains 18104 members 
Mstep: Class 8 contains 113787 members 
Mstep: Class 9 contains 17765 members 
Mstep: Class 10 contains 27527 members 
Mstep: Class 11 contains 39532 members 
Mstep: Class 12 contains 16353 members 
Mstep: Class 13 contains 26600 members 
Mstep: Class 14 contains 13197 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7049 members 
Mstep: Class 17 contains 10678 members 
Mstep: Class 18 contains 44232 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5896 members 
Mstep: Class 22 contains 26769 members 
Mstep: Class 23 contains 22772 members 
Mstep: Class 24 contains 121261 members 
Mstep: Class 25 contains 5344 members 
Mstep: Class 27 contains 4622 members 
Mstep: Class 28 contains 4175 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33698 members 
Mstep: Class 32 contains 83615 members 
Mstep: Class 33 contains 3535 members 
Mstep: Class 34 contains 5416 members 
Mstep: Class 35 contains 5282 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108948424.000000 Penalty: 77880.085938
Iteration 149Q: 36 clusters Score -1.089484e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 137258 members 
Mstep: Class 3 contains 7829 members 
Mstep: Class 4 contains 36067 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 32665 members 
Mstep: Class 7 contains 18106 members 
Mstep: Class 8 contains 113991 members 
Mstep: Class 9 contains 17748 members 
Mstep: Class 10 contains 27445 members 
Mstep: Class 11 contains 39497 members 
Mstep: Class 12 contains 16350 members 
Mstep: Class 13 contains 26609 members 
Mstep: Class 14 contains 13186 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7048 members 
Mstep: Class 17 contains 10623 members 
Mstep: Class 18 contains 44191 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5894 members 
Mstep: Class 22 contains 26766 members 
Mstep: Class 23 contains 22777 members 
Mstep: Class 24 contains 121148 members 
Mstep: Class 25 contains 5343 members 
Mstep: Class 27 contains 4621 members 
Mstep: Class 28 contains 4175 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33714 members 
Mstep: Class 32 contains 83609 members 
Mstep: Class 33 contains 3539 members 
Mstep: Class 34 contains 5465 members 
Mstep: Class 35 contains 5282 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108948576.000000 Penalty: 77880.085938
Iteration 150Q: 36 clusters Score -1.089486e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 137268 members 
Mstep: Class 3 contains 7819 members 
Mstep: Class 4 contains 36096 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 32756 members 
Mstep: Class 7 contains 18105 members 
Mstep: Class 8 contains 114179 members 
Mstep: Class 9 contains 17751 members 
Mstep: Class 10 contains 27375 members 
Mstep: Class 11 contains 39443 members 
Mstep: Class 12 contains 16346 members 
Mstep: Class 13 contains 26622 members 
Mstep: Class 14 contains 13182 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7047 members 
Mstep: Class 17 contains 10556 members 
Mstep: Class 18 contains 44148 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5892 members 
Mstep: Class 22 contains 26765 members 
Mstep: Class 23 contains 22788 members 
Mstep: Class 24 contains 121035 members 
Mstep: Class 25 contains 5343 members 
Mstep: Class 27 contains 4623 members 
Mstep: Class 28 contains 4175 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33727 members 
Mstep: Class 32 contains 83590 members 
Mstep: Class 33 contains 3539 members 
Mstep: Class 34 contains 5494 members 
Mstep: Class 35 contains 5282 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108948704.000000 Penalty: 77880.085938
Iteration 151Q: 36 clusters Score -1.089487e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 137263 members 
Mstep: Class 3 contains 7811 members 
Mstep: Class 4 contains 36116 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 32844 members 
Mstep: Class 7 contains 18105 members 
Mstep: Class 8 contains 114331 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 27311 members 
Mstep: Class 11 contains 39399 members 
Mstep: Class 12 contains 16342 members 
Mstep: Class 13 contains 26649 members 
Mstep: Class 14 contains 13174 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7042 members 
Mstep: Class 17 contains 10499 members 
Mstep: Class 18 contains 44104 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5893 members 
Mstep: Class 22 contains 26764 members 
Mstep: Class 23 contains 22802 members 
Mstep: Class 24 contains 120941 members 
Mstep: Class 25 contains 5340 members 
Mstep: Class 27 contains 4623 members 
Mstep: Class 28 contains 4174 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33741 members 
Mstep: Class 32 contains 83581 members 
Mstep: Class 33 contains 3539 members 
Mstep: Class 34 contains 5525 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949008.000000 Penalty: 77880.085938
Iteration 152Q: 36 clusters Score -1.08949e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 137261 members 
Mstep: Class 3 contains 7800 members 
Mstep: Class 4 contains 36135 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 32925 members 
Mstep: Class 7 contains 18109 members 
Mstep: Class 8 contains 114505 members 
Mstep: Class 9 contains 17754 members 
Mstep: Class 10 contains 27232 members 
Mstep: Class 11 contains 39355 members 
Mstep: Class 12 contains 16335 members 
Mstep: Class 13 contains 26675 members 
Mstep: Class 14 contains 13169 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7040 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 44071 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5888 members 
Mstep: Class 22 contains 26764 members 
Mstep: Class 23 contains 22817 members 
Mstep: Class 24 contains 120828 members 
Mstep: Class 25 contains 5338 members 
Mstep: Class 27 contains 4624 members 
Mstep: Class 28 contains 4172 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33747 members 
Mstep: Class 32 contains 83572 members 
Mstep: Class 33 contains 3539 members 
Mstep: Class 34 contains 5553 members 
Mstep: Class 35 contains 5280 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108948920.000000 Penalty: 77880.085938
Iteration 153Q: 36 clusters Score -1.089489e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 137263 members 
Mstep: Class 3 contains 7790 members 
Mstep: Class 4 contains 36157 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 33018 members 
Mstep: Class 7 contains 18111 members 
Mstep: Class 8 contains 114677 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 27159 members 
Mstep: Class 11 contains 39304 members 
Mstep: Class 12 contains 16328 members 
Mstep: Class 13 contains 26691 members 
Mstep: Class 14 contains 13160 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7040 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 44045 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5882 members 
Mstep: Class 22 contains 26763 members 
Mstep: Class 23 contains 22839 members 
Mstep: Class 24 contains 120700 members 
Mstep: Class 25 contains 5336 members 
Mstep: Class 27 contains 4624 members 
Mstep: Class 28 contains 4174 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33755 members 
Mstep: Class 32 contains 83556 members 
Mstep: Class 33 contains 3538 members 
Mstep: Class 34 contains 5582 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108948880.000000 Penalty: 77880.085938
Iteration 154Q: 36 clusters Score -1.089489e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 137261 members 
Mstep: Class 3 contains 7777 members 
Mstep: Class 4 contains 36164 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 33106 members 
Mstep: Class 7 contains 18110 members 
Mstep: Class 8 contains 114865 members 
Mstep: Class 9 contains 17751 members 
Mstep: Class 10 contains 27086 members 
Mstep: Class 11 contains 39252 members 
Mstep: Class 12 contains 16327 members 
Mstep: Class 13 contains 26705 members 
Mstep: Class 14 contains 13157 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7040 members 
Mstep: Class 17 contains 10388 members 
Mstep: Class 18 contains 44008 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 5881 members 
Mstep: Class 22 contains 26761 members 
Mstep: Class 23 contains 22857 members 
Mstep: Class 24 contains 120583 members 
Mstep: Class 25 contains 5338 members 
Mstep: Class 27 contains 4620 members 
Mstep: Class 28 contains 4176 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33766 members 
Mstep: Class 32 contains 83542 members 
Mstep: Class 33 contains 3540 members 
Mstep: Class 34 contains 5608 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949152.000000 Penalty: 77880.085938
Iteration 155Q: 36 clusters Score -1.089492e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 137269 members 
Mstep: Class 3 contains 7773 members 
Mstep: Class 4 contains 36172 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 33208 members 
Mstep: Class 7 contains 18104 members 
Mstep: Class 8 contains 115019 members 
Mstep: Class 9 contains 17755 members 
Mstep: Class 10 contains 27002 members 
Mstep: Class 11 contains 39205 members 
Mstep: Class 12 contains 16327 members 
Mstep: Class 13 contains 26723 members 
Mstep: Class 14 contains 13150 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 10344 members 
Mstep: Class 18 contains 43983 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 6438 members 
Mstep: Class 21 contains 5875 members 
Mstep: Class 22 contains 26760 members 
Mstep: Class 23 contains 22878 members 
Mstep: Class 24 contains 120466 members 
Mstep: Class 25 contains 5339 members 
Mstep: Class 27 contains 4617 members 
Mstep: Class 28 contains 4176 members 
Mstep: Class 29 contains 970 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33781 members 
Mstep: Class 32 contains 83530 members 
Mstep: Class 33 contains 3540 members 
Mstep: Class 34 contains 5635 members 
Mstep: Class 35 contains 5279 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108948968.000000 Penalty: 77880.085938
Iteration 156Q: 36 clusters Score -1.08949e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 137271 members 
Mstep: Class 3 contains 7763 members 
Mstep: Class 4 contains 36187 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 33309 members 
Mstep: Class 7 contains 18103 members 
Mstep: Class 8 contains 115183 members 
Mstep: Class 9 contains 17744 members 
Mstep: Class 10 contains 26912 members 
Mstep: Class 11 contains 39159 members 
Mstep: Class 12 contains 16324 members 
Mstep: Class 13 contains 26739 members 
Mstep: Class 14 contains 13148 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 43952 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5869 members 
Mstep: Class 22 contains 26762 members 
Mstep: Class 23 contains 22897 members 
Mstep: Class 24 contains 120367 members 
Mstep: Class 25 contains 5339 members 
Mstep: Class 27 contains 4615 members 
Mstep: Class 28 contains 4178 members 
Mstep: Class 29 contains 970 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33788 members 
Mstep: Class 32 contains 83527 members 
Mstep: Class 33 contains 3540 members 
Mstep: Class 34 contains 5650 members 
Mstep: Class 35 contains 5279 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949320.000000 Penalty: 77880.085938
Iteration 157Q: 36 clusters Score -1.089493e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 137276 members 
Mstep: Class 3 contains 7750 members 
Mstep: Class 4 contains 36195 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 33419 members 
Mstep: Class 7 contains 18103 members 
Mstep: Class 8 contains 115324 members 
Mstep: Class 9 contains 17748 members 
Mstep: Class 10 contains 26817 members 
Mstep: Class 11 contains 39125 members 
Mstep: Class 12 contains 16322 members 
Mstep: Class 13 contains 26758 members 
Mstep: Class 14 contains 13148 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7031 members 
Mstep: Class 17 contains 10266 members 
Mstep: Class 18 contains 43924 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5864 members 
Mstep: Class 22 contains 26760 members 
Mstep: Class 23 contains 22912 members 
Mstep: Class 24 contains 120263 members 
Mstep: Class 25 contains 5339 members 
Mstep: Class 27 contains 4614 members 
Mstep: Class 28 contains 4178 members 
Mstep: Class 29 contains 970 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33797 members 
Mstep: Class 32 contains 83529 members 
Mstep: Class 33 contains 3541 members 
Mstep: Class 34 contains 5668 members 
Mstep: Class 35 contains 5279 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949264.000000 Penalty: 77880.085938
Iteration 158Q: 36 clusters Score -1.089493e+08 nChanged 642
Entering ConstructFrom: 
Score: -108949264.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (4098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Entering Unmasked Estep 
Score: -517785.281250 Penalty: 1351.716309
	Iteration 0F: 2 clusters Score -517785.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -514359.218750 Penalty: 2703.432617
	Iteration 0F: 3 clusters Score -514359.2 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -515211.187500 Penalty: 2703.432617
	Iteration 1F: 3 clusters Score -515211.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -515391.812500 Penalty: 2703.432617
	Iteration 2F: 3 clusters Score -515391.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -515507.125000 Penalty: 2703.432617
	Iteration 3F: 3 clusters Score -515507.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -515598.937500 Penalty: 2703.432617
	Iteration 4Q: 3 clusters Score -515598.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -515665.406250 Penalty: 2703.432617
	Iteration 5Q: 3 clusters Score -515665.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -515715.343750 Penalty: 2703.432617
	Iteration 6Q: 3 clusters Score -515715.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -515754.000000 Penalty: 2703.432617
	Iteration 7Q: 3 clusters Score -515754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -515791.968750 Penalty: 2703.432617
	Iteration 8Q: 3 clusters Score -515792 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -515826.625000 Penalty: 2703.432617
	Iteration 9Q: 3 clusters Score -515826.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -515856.343750 Penalty: 2703.432617
	Iteration 10Q: 3 clusters Score -515856.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -515882.437500 Penalty: 2703.432617
	Iteration 11Q: 3 clusters Score -515882.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -515906.437500 Penalty: 2703.432617
	Iteration 12Q: 3 clusters Score -515906.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -515932.000000 Penalty: 2703.432617
	Iteration 13Q: 3 clusters Score -515932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -515949.312500 Penalty: 2703.432617
	Iteration 14Q: 3 clusters Score -515949.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -515964.625000 Penalty: 2703.432617
	Iteration 15Q: 3 clusters Score -515964.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -515983.125000 Penalty: 2703.432617
	Iteration 16Q: 3 clusters Score -515983.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -516003.375000 Penalty: 2703.432617
	Iteration 17Q: 3 clusters Score -516003.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -516020.187500 Penalty: 2703.432617
	Iteration 18Q: 3 clusters Score -516020.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -516035.375000 Penalty: 2703.432617
	Iteration 19Q: 3 clusters Score -516035.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -516049.687500 Penalty: 2703.432617
	Iteration 20F: 3 clusters Score -516049.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -516062.843750 Penalty: 2703.432617
	Iteration 21Q: 3 clusters Score -516062.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -516075.656250 Penalty: 2703.432617
	Iteration 22Q: 3 clusters Score -516075.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -516091.906250 Penalty: 2703.432617
	Iteration 23Q: 3 clusters Score -516091.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -516109.375000 Penalty: 2703.432617
	Iteration 24Q: 3 clusters Score -516109.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -516136.375000 Penalty: 2703.432617
	Iteration 25Q: 3 clusters Score -516136.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -516161.843750 Penalty: 2703.432617
	Iteration 26Q: 3 clusters Score -516161.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -516192.687500 Penalty: 2703.432617
	Iteration 27Q: 3 clusters Score -516192.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -516217.750000 Penalty: 2703.432617
	Iteration 28Q: 3 clusters Score -516217.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -516237.906250 Penalty: 2703.432617
	Iteration 29Q: 3 clusters Score -516237.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -516260.968750 Penalty: 2703.432617
	Iteration 30Q: 3 clusters Score -516261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -516280.250000 Penalty: 2703.432617
	Iteration 31Q: 3 clusters Score -516280.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -516293.687500 Penalty: 2703.432617
	Iteration 32Q: 3 clusters Score -516293.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -516311.375000 Penalty: 2703.432617
	Iteration 33Q: 3 clusters Score -516311.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -516332.062500 Penalty: 2703.432617
	Iteration 34Q: 3 clusters Score -516332.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -516348.062500 Penalty: 2703.432617
	Iteration 35Q: 3 clusters Score -516348.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -516360.593750 Penalty: 2703.432617
	Iteration 36Q: 3 clusters Score -516360.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -516375.250000 Penalty: 2703.432617
	Iteration 37Q: 3 clusters Score -516375.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -516391.437500 Penalty: 2703.432617
	Iteration 38Q: 3 clusters Score -516391.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -516411.468750 Penalty: 2703.432617
	Iteration 39Q: 3 clusters Score -516411.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -516430.156250 Penalty: 2703.432617
	Iteration 40F: 3 clusters Score -516430.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -516447.375000 Penalty: 2703.432617
	Iteration 41Q: 3 clusters Score -516447.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -516457.156250 Penalty: 2703.432617
	Iteration 42Q: 3 clusters Score -516457.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -516466.281250 Penalty: 2703.432617
	Iteration 43Q: 3 clusters Score -516466.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -516474.531250 Penalty: 2703.432617
	Iteration 44Q: 3 clusters Score -516474.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -516482.875000 Penalty: 2703.432617
	Iteration 45Q: 3 clusters Score -516482.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -516488.812500 Penalty: 2703.432617
	Iteration 46Q: 3 clusters Score -516488.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -516496.281250 Penalty: 2703.432617
	Iteration 47Q: 3 clusters Score -516496.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -516504.625000 Penalty: 2703.432617
	Iteration 48Q: 3 clusters Score -516504.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -516513.031250 Penalty: 2703.432617
	Iteration 49Q: 3 clusters Score -516513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -516523.156250 Penalty: 2703.432617
	Iteration 50Q: 3 clusters Score -516523.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -516532.875000 Penalty: 2703.432617
	Iteration 51Q: 3 clusters Score -516532.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -516542.093750 Penalty: 2703.432617
	Iteration 52Q: 3 clusters Score -516542.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -516551.062500 Penalty: 2703.432617
	Iteration 53Q: 3 clusters Score -516551.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -516557.468750 Penalty: 2703.432617
	Iteration 54Q: 3 clusters Score -516557.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -516564.000000 Penalty: 2703.432617
	Iteration 55Q: 3 clusters Score -516564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -516569.656250 Penalty: 2703.432617
	Iteration 56Q: 3 clusters Score -516569.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -516578.875000 Penalty: 2703.432617
	Iteration 57Q: 3 clusters Score -516578.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -516583.500000 Penalty: 2703.432617
	Iteration 58Q: 3 clusters Score -516583.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -516587.406250 Penalty: 2703.432617
	Iteration 59Q: 3 clusters Score -516587.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -516592.187500 Penalty: 2703.432617
	Iteration 60F: 3 clusters Score -516592.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -516595.781250 Penalty: 2703.432617
	Iteration 61Q: 3 clusters Score -516595.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -516599.375000 Penalty: 2703.432617
	Iteration 62Q: 3 clusters Score -516599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -516601.156250 Penalty: 2703.432617
	Iteration 63Q: 3 clusters Score -516601.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -516604.031250 Penalty: 2703.432617
	Iteration 64Q: 3 clusters Score -516604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -516607.812500 Penalty: 2703.432617
	Iteration 65Q: 3 clusters Score -516607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -516610.625000 Penalty: 2703.432617
	Iteration 66Q: 3 clusters Score -516610.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -516611.500000 Penalty: 2703.432617
	Iteration 67Q: 3 clusters Score -516611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -516612.468750 Penalty: 2703.432617
	Iteration 68Q: 3 clusters Score -516612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -516612.781250 Penalty: 2703.432617
	Iteration 69Q: 3 clusters Score -516612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -516612.781250 Penalty: 2703.432617
	Iteration 70F: 3 clusters Score -516612.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (137277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137277 members 
Entering Unmasked Estep 
Score: -17417926.000000 Penalty: 1922.335327
	Iteration 0F: 2 clusters Score -1.741793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68836 members 
Mstep: Class 2 contains 68441 members 
Entering Unmasked Estep 
Score: -17336078.000000 Penalty: 3844.670654
	Iteration 0F: 3 clusters Score -1.733608e+07 nChanged 66108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72208 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -17374578.000000 Penalty: 3844.670654
	Iteration 1F: 3 clusters Score -1.737458e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -17375636.000000 Penalty: 3844.670654
	Iteration 2Q: 3 clusters Score -1.737564e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77623 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -17376976.000000 Penalty: 3844.670654
	Iteration 3Q: 3 clusters Score -1.737698e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -17379312.000000 Penalty: 3844.670654
	Iteration 4Q: 3 clusters Score -1.737931e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88686 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -17383062.000000 Penalty: 3844.670654
	Iteration 5F: 3 clusters Score -1.738306e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96907 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -17389134.000000 Penalty: 3844.670654
	Iteration 6F: 3 clusters Score -1.738913e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105974 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -17396902.000000 Penalty: 3844.670654
	Iteration 7F: 3 clusters Score -1.73969e+07 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -17406162.000000 Penalty: 3844.670654
	Iteration 8F: 3 clusters Score -1.740616e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121468 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -17411720.000000 Penalty: 3844.670654
	Iteration 9F: 3 clusters Score -1.741172e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127056 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -17414390.000000 Penalty: 3844.670654
	Iteration 10Q: 3 clusters Score -1.741439e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130875 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -17415860.000000 Penalty: 3844.670654
	Iteration 11Q: 3 clusters Score -1.741586e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133440 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -17416314.000000 Penalty: 3844.670654
	Iteration 12Q: 3 clusters Score -1.741631e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134941 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -17416358.000000 Penalty: 3844.670654
	Iteration 13Q: 3 clusters Score -1.741636e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135732 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -17416484.000000 Penalty: 3844.670654
	Iteration 14Q: 3 clusters Score -1.741648e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136131 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -17416496.000000 Penalty: 3844.670654
	Iteration 15Q: 3 clusters Score -1.74165e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136358 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -17416546.000000 Penalty: 3844.670654
	Iteration 16Q: 3 clusters Score -1.741655e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136499 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -17416536.000000 Penalty: 3844.670654
	Iteration 17Q: 3 clusters Score -1.741654e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136568 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -17416566.000000 Penalty: 3844.670654
	Iteration 18Q: 3 clusters Score -1.741657e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136610 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -17416590.000000 Penalty: 3844.670654
	Iteration 19Q: 3 clusters Score -1.741659e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136647 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -17416622.000000 Penalty: 3844.670654
	Iteration 20F: 3 clusters Score -1.741662e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136670 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -17416618.000000 Penalty: 3844.670654
	Iteration 21Q: 3 clusters Score -1.741662e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136692 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -17416658.000000 Penalty: 3844.670654
	Iteration 22Q: 3 clusters Score -1.741666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136707 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -17416644.000000 Penalty: 3844.670654
	Iteration 23Q: 3 clusters Score -1.741664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136714 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -17416648.000000 Penalty: 3844.670654
	Iteration 24Q: 3 clusters Score -1.741665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136722 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -17416654.000000 Penalty: 3844.670654
	Iteration 25Q: 3 clusters Score -1.741665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136730 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -17416650.000000 Penalty: 3844.670654
	Iteration 26Q: 3 clusters Score -1.741665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136735 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -17416648.000000 Penalty: 3844.670654
	Iteration 27Q: 3 clusters Score -1.741665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136740 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -17416640.000000 Penalty: 3844.670654
	Iteration 28Q: 3 clusters Score -1.741664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136749 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -17416646.000000 Penalty: 3844.670654
	Iteration 29Q: 3 clusters Score -1.741665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136754 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -17416648.000000 Penalty: 3844.670654
	Iteration 30Q: 3 clusters Score -1.741665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136758 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -17416662.000000 Penalty: 3844.670654
	Iteration 31Q: 3 clusters Score -1.741666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136758 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -17416648.000000 Penalty: 3844.670654
	Iteration 32Q: 3 clusters Score -1.741665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136759 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -17416658.000000 Penalty: 3844.670654
	Iteration 33Q: 3 clusters Score -1.741666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136761 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -17416654.000000 Penalty: 3844.670654
	Iteration 34Q: 3 clusters Score -1.741665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136765 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -17416656.000000 Penalty: 3844.670654
	Iteration 35Q: 3 clusters Score -1.741666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136765 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -17416654.000000 Penalty: 3844.670654
	Iteration 36Q: 3 clusters Score -1.741665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136765 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -17416652.000000 Penalty: 3844.670654
	Iteration 37Q: 3 clusters Score -1.741665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136766 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -17416666.000000 Penalty: 3844.670654
	Iteration 38Q: 3 clusters Score -1.741667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136768 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -17416656.000000 Penalty: 3844.670654
	Iteration 39Q: 3 clusters Score -1.741666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136770 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -17416648.000000 Penalty: 3844.670654
	Iteration 40F: 3 clusters Score -1.741665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136770 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -17416646.000000 Penalty: 3844.670654
	Iteration 41Q: 3 clusters Score -1.741665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136770 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -17416642.000000 Penalty: 3844.670654
	Iteration 42Q: 3 clusters Score -1.741664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136772 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -17416656.000000 Penalty: 3844.670654
	Iteration 43Q: 3 clusters Score -1.741666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136774 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -17416660.000000 Penalty: 3844.670654
	Iteration 44Q: 3 clusters Score -1.741666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136776 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -17416650.000000 Penalty: 3844.670654
	Iteration 45Q: 3 clusters Score -1.741665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136778 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -17416650.000000 Penalty: 3844.670654
	Iteration 46Q: 3 clusters Score -1.741665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136779 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -17416652.000000 Penalty: 3844.670654
	Iteration 47Q: 3 clusters Score -1.741665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136779 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -17416652.000000 Penalty: 3844.670654
	Iteration 48F: 3 clusters Score -1.741665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Entering Unmasked Estep 
Score: -850094.500000 Penalty: 1455.155396
	Iteration 0F: 2 clusters Score -850094.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -844564.937500 Penalty: 2910.310791
	Iteration 0F: 3 clusters Score -844564.9 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -846761.062500 Penalty: 2910.310791
	Iteration 1F: 3 clusters Score -846761.1 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -847390.687500 Penalty: 2910.310791
	Iteration 2F: 3 clusters Score -847390.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -847988.562500 Penalty: 2910.310791
	Iteration 3F: 3 clusters Score -847988.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -848449.625000 Penalty: 2910.310791
	Iteration 4F: 3 clusters Score -848449.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -848725.437500 Penalty: 2910.310791
	Iteration 5F: 3 clusters Score -848725.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -848903.375000 Penalty: 2910.310791
	Iteration 6Q: 3 clusters Score -848903.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -849018.937500 Penalty: 2910.310791
	Iteration 7Q: 3 clusters Score -849018.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -849114.062500 Penalty: 2910.310791
	Iteration 8Q: 3 clusters Score -849114.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -849187.187500 Penalty: 2910.310791
	Iteration 9Q: 3 clusters Score -849187.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -849242.062500 Penalty: 2910.310791
	Iteration 10Q: 3 clusters Score -849242.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -849293.187500 Penalty: 2910.310791
	Iteration 11Q: 3 clusters Score -849293.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -849317.875000 Penalty: 2910.310791
	Iteration 12Q: 3 clusters Score -849317.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -849338.687500 Penalty: 2910.310791
	Iteration 13Q: 3 clusters Score -849338.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -849352.187500 Penalty: 2910.310791
	Iteration 14Q: 3 clusters Score -849352.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -849365.875000 Penalty: 2910.310791
	Iteration 15Q: 3 clusters Score -849365.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -849379.375000 Penalty: 2910.310791
	Iteration 16Q: 3 clusters Score -849379.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -849391.125000 Penalty: 2910.310791
	Iteration 17Q: 3 clusters Score -849391.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -849401.437500 Penalty: 2910.310791
	Iteration 18Q: 3 clusters Score -849401.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -849409.062500 Penalty: 2910.310791
	Iteration 19Q: 3 clusters Score -849409.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -849419.312500 Penalty: 2910.310791
	Iteration 20F: 3 clusters Score -849419.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -849433.812500 Penalty: 2910.310791
	Iteration 21Q: 3 clusters Score -849433.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -849443.125000 Penalty: 2910.310791
	Iteration 22Q: 3 clusters Score -849443.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -849462.000000 Penalty: 2910.310791
	Iteration 23Q: 3 clusters Score -849462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -849477.937500 Penalty: 2910.310791
	Iteration 24Q: 3 clusters Score -849477.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -849491.000000 Penalty: 2910.310791
	Iteration 25Q: 3 clusters Score -849491 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -849501.312500 Penalty: 2910.310791
	Iteration 26Q: 3 clusters Score -849501.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -849514.000000 Penalty: 2910.310791
	Iteration 27Q: 3 clusters Score -849514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -849518.812500 Penalty: 2910.310791
	Iteration 28Q: 3 clusters Score -849518.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -849525.125000 Penalty: 2910.310791
	Iteration 29Q: 3 clusters Score -849525.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -849526.437500 Penalty: 2910.310791
	Iteration 30Q: 3 clusters Score -849526.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -849531.875000 Penalty: 2910.310791
	Iteration 31Q: 3 clusters Score -849531.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -849529.687500 Penalty: 2910.310791
	Iteration 32Q: 3 clusters Score -849529.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -849530.500000 Penalty: 2910.310791
	Iteration 33Q: 3 clusters Score -849530.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -849532.812500 Penalty: 2910.310791
	Iteration 34Q: 3 clusters Score -849532.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -849532.687500 Penalty: 2910.310791
	Iteration 35Q: 3 clusters Score -849532.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -849538.687500 Penalty: 2910.310791
	Iteration 36Q: 3 clusters Score -849538.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -849538.812500 Penalty: 2910.310791
	Iteration 37Q: 3 clusters Score -849538.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -849538.875000 Penalty: 2910.310791
	Iteration 38Q: 3 clusters Score -849538.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -849545.500000 Penalty: 2910.310791
	Iteration 39Q: 3 clusters Score -849545.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -849550.625000 Penalty: 2910.310791
	Iteration 40F: 3 clusters Score -849550.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -849557.687500 Penalty: 2910.310791
	Iteration 41Q: 3 clusters Score -849557.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -849561.625000 Penalty: 2910.310791
	Iteration 42Q: 3 clusters Score -849561.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -849565.437500 Penalty: 2910.310791
	Iteration 43Q: 3 clusters Score -849565.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -849570.375000 Penalty: 2910.310791
	Iteration 44Q: 3 clusters Score -849570.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -849576.562500 Penalty: 2910.310791
	Iteration 45Q: 3 clusters Score -849576.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -849579.125000 Penalty: 2910.310791
	Iteration 46Q: 3 clusters Score -849579.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -849584.000000 Penalty: 2910.310791
	Iteration 47Q: 3 clusters Score -849584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -849590.750000 Penalty: 2910.310791
	Iteration 48Q: 3 clusters Score -849590.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -849597.062500 Penalty: 2910.310791
	Iteration 49Q: 3 clusters Score -849597.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -849607.125000 Penalty: 2910.310791
	Iteration 50Q: 3 clusters Score -849607.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -849615.687500 Penalty: 2910.310791
	Iteration 51Q: 3 clusters Score -849615.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -849622.625000 Penalty: 2910.310791
	Iteration 52Q: 3 clusters Score -849622.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -849628.312500 Penalty: 2910.310791
	Iteration 53Q: 3 clusters Score -849628.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -849636.812500 Penalty: 2910.310791
	Iteration 54Q: 3 clusters Score -849636.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -849650.000000 Penalty: 2910.310791
	Iteration 55Q: 3 clusters Score -849650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -849666.000000 Penalty: 2910.310791
	Iteration 56Q: 3 clusters Score -849666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -849682.562500 Penalty: 2910.310791
	Iteration 57Q: 3 clusters Score -849682.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -849696.500000 Penalty: 2910.310791
	Iteration 58Q: 3 clusters Score -849696.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -849711.437500 Penalty: 2910.310791
	Iteration 59Q: 3 clusters Score -849711.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -849724.062500 Penalty: 2910.310791
	Iteration 60F: 3 clusters Score -849724.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -849740.500000 Penalty: 2910.310791
	Iteration 61Q: 3 clusters Score -849740.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -849757.125000 Penalty: 2910.310791
	Iteration 62Q: 3 clusters Score -849757.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -849782.375000 Penalty: 2910.310791
	Iteration 63Q: 3 clusters Score -849782.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -849807.437500 Penalty: 2910.310791
	Iteration 64Q: 3 clusters Score -849807.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -849821.687500 Penalty: 2910.310791
	Iteration 65Q: 3 clusters Score -849821.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -849834.000000 Penalty: 2910.310791
	Iteration 66Q: 3 clusters Score -849834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -849844.687500 Penalty: 2910.310791
	Iteration 67Q: 3 clusters Score -849844.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -849850.687500 Penalty: 2910.310791
	Iteration 68Q: 3 clusters Score -849850.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -849861.125000 Penalty: 2910.310791
	Iteration 69Q: 3 clusters Score -849861.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -849876.125000 Penalty: 2910.310791
	Iteration 70Q: 3 clusters Score -849876.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -849891.375000 Penalty: 2910.310791
	Iteration 71Q: 3 clusters Score -849891.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -849914.500000 Penalty: 2910.310791
	Iteration 72Q: 3 clusters Score -849914.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -849938.187500 Penalty: 2910.310791
	Iteration 73Q: 3 clusters Score -849938.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -849957.562500 Penalty: 2910.310791
	Iteration 74Q: 3 clusters Score -849957.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -849975.437500 Penalty: 2910.310791
	Iteration 75Q: 3 clusters Score -849975.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -849991.250000 Penalty: 2910.310791
	Iteration 76Q: 3 clusters Score -849991.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -850006.437500 Penalty: 2910.310791
	Iteration 77Q: 3 clusters Score -850006.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -850018.250000 Penalty: 2910.310791
	Iteration 78Q: 3 clusters Score -850018.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -850030.312500 Penalty: 2910.310791
	Iteration 79Q: 3 clusters Score -850030.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -850039.437500 Penalty: 2910.310791
	Iteration 80F: 3 clusters Score -850039.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -850041.625000 Penalty: 2910.310791
	Iteration 81Q: 3 clusters Score -850041.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -850045.750000 Penalty: 2910.310791
	Iteration 82Q: 3 clusters Score -850045.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -850049.312500 Penalty: 2910.310791
	Iteration 83Q: 3 clusters Score -850049.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -850057.312500 Penalty: 2910.310791
	Iteration 84Q: 3 clusters Score -850057.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -850062.312500 Penalty: 2910.310791
	Iteration 85Q: 3 clusters Score -850062.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -850066.375000 Penalty: 2910.310791
	Iteration 86Q: 3 clusters Score -850066.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -850071.062500 Penalty: 2910.310791
	Iteration 87Q: 3 clusters Score -850071.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -850074.812500 Penalty: 2910.310791
	Iteration 88Q: 3 clusters Score -850074.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -850077.937500 Penalty: 2910.310791
	Iteration 89Q: 3 clusters Score -850077.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -850080.625000 Penalty: 2910.310791
	Iteration 90Q: 3 clusters Score -850080.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -850081.875000 Penalty: 2910.310791
	Iteration 91Q: 3 clusters Score -850081.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -850083.625000 Penalty: 2910.310791
	Iteration 92Q: 3 clusters Score -850083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -850083.937500 Penalty: 2910.310791
	Iteration 93Q: 3 clusters Score -850083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -850085.125000 Penalty: 2910.310791
	Iteration 94Q: 3 clusters Score -850085.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -850085.000000 Penalty: 2910.310791
	Iteration 95Q: 3 clusters Score -850085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -850086.125000 Penalty: 2910.310791
	Iteration 96Q: 3 clusters Score -850086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -850086.125000 Penalty: 2910.310791
	Iteration 97F: 3 clusters Score -850086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Entering Unmasked Estep 
Score: -4307593.500000 Penalty: 1705.741333
	Iteration 0F: 2 clusters Score -4307594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -4283336.000000 Penalty: 3411.482666
	Iteration 0F: 3 clusters Score -4283336 nChanged 16836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -4293159.500000 Penalty: 3411.482666
	Iteration 1F: 3 clusters Score -4293160 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -4293912.500000 Penalty: 3411.482666
	Iteration 2F: 3 clusters Score -4293912 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -4294774.500000 Penalty: 3411.482666
	Iteration 3F: 3 clusters Score -4294774 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -4295799.500000 Penalty: 3411.482666
	Iteration 4F: 3 clusters Score -4295800 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -4297027.000000 Penalty: 3411.482666
	Iteration 5F: 3 clusters Score -4297027 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -4298475.000000 Penalty: 3411.482666
	Iteration 6F: 3 clusters Score -4298475 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -4300114.000000 Penalty: 3411.482666
	Iteration 7F: 3 clusters Score -4300114 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -4301862.500000 Penalty: 3411.482666
	Iteration 8F: 3 clusters Score -4301862 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -4303338.500000 Penalty: 3411.482666
	Iteration 9F: 3 clusters Score -4303338 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -4304419.000000 Penalty: 3411.482666
	Iteration 10Q: 3 clusters Score -4304419 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -4305166.000000 Penalty: 3411.482666
	Iteration 11Q: 3 clusters Score -4305166 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4305681.500000 Penalty: 3411.482666
	Iteration 12Q: 3 clusters Score -4305682 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -4306010.000000 Penalty: 3411.482666
	Iteration 13Q: 3 clusters Score -4306010 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -4306169.000000 Penalty: 3411.482666
	Iteration 14Q: 3 clusters Score -4306169 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -4306272.500000 Penalty: 3411.482666
	Iteration 15Q: 3 clusters Score -4306272 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -4306344.500000 Penalty: 3411.482666
	Iteration 16Q: 3 clusters Score -4306344 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -4306398.500000 Penalty: 3411.482666
	Iteration 17Q: 3 clusters Score -4306398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -4306421.500000 Penalty: 3411.482666
	Iteration 18Q: 3 clusters Score -4306422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4306437.000000 Penalty: 3411.482666
	Iteration 19Q: 3 clusters Score -4306437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4306453.000000 Penalty: 3411.482666
	Iteration 20F: 3 clusters Score -4306453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -4306462.000000 Penalty: 3411.482666
	Iteration 21Q: 3 clusters Score -4306462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -4306479.000000 Penalty: 3411.482666
	Iteration 22Q: 3 clusters Score -4306479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -4306481.500000 Penalty: 3411.482666
	Iteration 23Q: 3 clusters Score -4306482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4306495.000000 Penalty: 3411.482666
	Iteration 24Q: 3 clusters Score -4306495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -4306497.500000 Penalty: 3411.482666
	Iteration 25Q: 3 clusters Score -4306498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4306495.000000 Penalty: 3411.482666
	Iteration 26Q: 3 clusters Score -4306495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4306496.000000 Penalty: 3411.482666
	Iteration 27Q: 3 clusters Score -4306496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4306500.500000 Penalty: 3411.482666
	Iteration 28Q: 3 clusters Score -4306500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4306502.000000 Penalty: 3411.482666
	Iteration 29Q: 3 clusters Score -4306502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4306503.000000 Penalty: 3411.482666
	Iteration 30Q: 3 clusters Score -4306503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -4306504.500000 Penalty: 3411.482666
	Iteration 31Q: 3 clusters Score -4306504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4306499.500000 Penalty: 3411.482666
	Iteration 32Q: 3 clusters Score -4306500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -4306501.500000 Penalty: 3411.482666
	Iteration 33Q: 3 clusters Score -4306502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4306506.000000 Penalty: 3411.482666
	Iteration 34Q: 3 clusters Score -4306506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -4306508.000000 Penalty: 3411.482666
	Iteration 35Q: 3 clusters Score -4306508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4306501.500000 Penalty: 3411.482666
	Iteration 36Q: 3 clusters Score -4306502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4306501.500000 Penalty: 3411.482666
	Iteration 37F: 3 clusters Score -4306502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -14557.333008 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -14557.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14033.826172 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -14033.83 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14323.711914 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -14323.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14455.310547 Penalty: 1782.559082
	Iteration 2F: 3 clusters Score -14455.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14477.191406 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -14477.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14496.323242 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -14496.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14500.339844 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -14500.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14503.171875 Penalty: 1782.559082
	Iteration 6Q: 3 clusters Score -14503.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14503.171875 Penalty: 1782.559082
	Iteration 7F: 3 clusters Score -14503.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (33516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Entering Unmasked Estep 
Score: -3960157.500000 Penalty: 1693.213867
	Iteration 0F: 2 clusters Score -3960158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -3937659.500000 Penalty: 3386.427734
	Iteration 0F: 3 clusters Score -3937660 nChanged 15614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3946492.750000 Penalty: 3386.427734
	Iteration 1F: 3 clusters Score -3946493 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -3947149.500000 Penalty: 3386.427734
	Iteration 2Q: 3 clusters Score -3947150 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3947945.250000 Penalty: 3386.427734
	Iteration 3F: 3 clusters Score -3947945 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3948803.500000 Penalty: 3386.427734
	Iteration 4F: 3 clusters Score -3948804 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3949801.500000 Penalty: 3386.427734
	Iteration 5F: 3 clusters Score -3949802 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3950836.750000 Penalty: 3386.427734
	Iteration 6F: 3 clusters Score -3950837 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -3951957.000000 Penalty: 3386.427734
	Iteration 7F: 3 clusters Score -3951957 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -3953063.000000 Penalty: 3386.427734
	Iteration 8F: 3 clusters Score -3953063 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3954034.000000 Penalty: 3386.427734
	Iteration 9Q: 3 clusters Score -3954034 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -3954737.500000 Penalty: 3386.427734
	Iteration 10Q: 3 clusters Score -3954738 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3955252.750000 Penalty: 3386.427734
	Iteration 11Q: 3 clusters Score -3955253 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3955669.000000 Penalty: 3386.427734
	Iteration 12Q: 3 clusters Score -3955669 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3956074.250000 Penalty: 3386.427734
	Iteration 13Q: 3 clusters Score -3956074 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3956475.750000 Penalty: 3386.427734
	Iteration 14Q: 3 clusters Score -3956476 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -3956857.750000 Penalty: 3386.427734
	Iteration 15Q: 3 clusters Score -3956858 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -3957237.000000 Penalty: 3386.427734
	Iteration 16Q: 3 clusters Score -3957237 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -3957541.000000 Penalty: 3386.427734
	Iteration 17Q: 3 clusters Score -3957541 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -3957840.750000 Penalty: 3386.427734
	Iteration 18Q: 3 clusters Score -3957841 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -3958049.750000 Penalty: 3386.427734
	Iteration 19Q: 3 clusters Score -3958050 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -3958236.750000 Penalty: 3386.427734
	Iteration 20F: 3 clusters Score -3958237 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -3958419.000000 Penalty: 3386.427734
	Iteration 21Q: 3 clusters Score -3958419 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -3958600.750000 Penalty: 3386.427734
	Iteration 22Q: 3 clusters Score -3958601 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -3958711.000000 Penalty: 3386.427734
	Iteration 23Q: 3 clusters Score -3958711 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -3958817.000000 Penalty: 3386.427734
	Iteration 24Q: 3 clusters Score -3958817 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -3958906.000000 Penalty: 3386.427734
	Iteration 25Q: 3 clusters Score -3958906 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -3958970.500000 Penalty: 3386.427734
	Iteration 26Q: 3 clusters Score -3958970 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -3959014.250000 Penalty: 3386.427734
	Iteration 27Q: 3 clusters Score -3959014 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -3959048.250000 Penalty: 3386.427734
	Iteration 28Q: 3 clusters Score -3959048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -3959076.750000 Penalty: 3386.427734
	Iteration 29Q: 3 clusters Score -3959077 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -3959081.500000 Penalty: 3386.427734
	Iteration 30Q: 3 clusters Score -3959082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -3959101.000000 Penalty: 3386.427734
	Iteration 31Q: 3 clusters Score -3959101 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -3959131.500000 Penalty: 3386.427734
	Iteration 32Q: 3 clusters Score -3959132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -3959139.250000 Penalty: 3386.427734
	Iteration 33Q: 3 clusters Score -3959139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -3959152.500000 Penalty: 3386.427734
	Iteration 34Q: 3 clusters Score -3959152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -3959156.000000 Penalty: 3386.427734
	Iteration 35Q: 3 clusters Score -3959156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -3959165.250000 Penalty: 3386.427734
	Iteration 36Q: 3 clusters Score -3959165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -3959172.500000 Penalty: 3386.427734
	Iteration 37Q: 3 clusters Score -3959172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -3959174.750000 Penalty: 3386.427734
	Iteration 38Q: 3 clusters Score -3959175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -3959183.750000 Penalty: 3386.427734
	Iteration 39Q: 3 clusters Score -3959184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -3959188.750000 Penalty: 3386.427734
	Iteration 40F: 3 clusters Score -3959189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -3959193.250000 Penalty: 3386.427734
	Iteration 41Q: 3 clusters Score -3959193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -3959196.000000 Penalty: 3386.427734
	Iteration 42Q: 3 clusters Score -3959196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -3959200.000000 Penalty: 3386.427734
	Iteration 43Q: 3 clusters Score -3959200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -3959200.250000 Penalty: 3386.427734
	Iteration 44Q: 3 clusters Score -3959200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -3959206.000000 Penalty: 3386.427734
	Iteration 45Q: 3 clusters Score -3959206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -3959207.000000 Penalty: 3386.427734
	Iteration 46Q: 3 clusters Score -3959207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -3959206.250000 Penalty: 3386.427734
	Iteration 47Q: 3 clusters Score -3959206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -3959209.000000 Penalty: 3386.427734
	Iteration 48Q: 3 clusters Score -3959209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -3959209.000000 Penalty: 3386.427734
	Iteration 49F: 3 clusters Score -3959209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Entering Unmasked Estep 
Score: -2276183.750000 Penalty: 1593.158813
	Iteration 0F: 2 clusters Score -2276184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2263811.750000 Penalty: 3186.317627
	Iteration 0F: 3 clusters Score -2263812 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2268210.750000 Penalty: 3186.317627
	Iteration 1F: 3 clusters Score -2268211 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2268450.500000 Penalty: 3186.317627
	Iteration 2Q: 3 clusters Score -2268450 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2268640.000000 Penalty: 3186.317627
	Iteration 3Q: 3 clusters Score -2268640 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2268797.000000 Penalty: 3186.317627
	Iteration 4Q: 3 clusters Score -2268797 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2268930.000000 Penalty: 3186.317627
	Iteration 5Q: 3 clusters Score -2268930 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2269067.750000 Penalty: 3186.317627
	Iteration 6Q: 3 clusters Score -2269068 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2269209.500000 Penalty: 3186.317627
	Iteration 7Q: 3 clusters Score -2269210 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2269358.750000 Penalty: 3186.317627
	Iteration 8Q: 3 clusters Score -2269359 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2269565.750000 Penalty: 3186.317627
	Iteration 9Q: 3 clusters Score -2269566 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2269780.250000 Penalty: 3186.317627
	Iteration 10Q: 3 clusters Score -2269780 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2270052.250000 Penalty: 3186.317627
	Iteration 11Q: 3 clusters Score -2270052 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2270329.500000 Penalty: 3186.317627
	Iteration 12Q: 3 clusters Score -2270330 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2270690.000000 Penalty: 3186.317627
	Iteration 13Q: 3 clusters Score -2270690 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2271104.750000 Penalty: 3186.317627
	Iteration 14Q: 3 clusters Score -2271105 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2271523.250000 Penalty: 3186.317627
	Iteration 15Q: 3 clusters Score -2271523 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2271916.750000 Penalty: 3186.317627
	Iteration 16Q: 3 clusters Score -2271917 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2272275.500000 Penalty: 3186.317627
	Iteration 17Q: 3 clusters Score -2272276 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2272583.250000 Penalty: 3186.317627
	Iteration 18Q: 3 clusters Score -2272583 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2272854.250000 Penalty: 3186.317627
	Iteration 19Q: 3 clusters Score -2272854 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2273102.500000 Penalty: 3186.317627
	Iteration 20F: 3 clusters Score -2273102 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2273357.250000 Penalty: 3186.317627
	Iteration 21Q: 3 clusters Score -2273357 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2273605.250000 Penalty: 3186.317627
	Iteration 22Q: 3 clusters Score -2273605 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2273825.250000 Penalty: 3186.317627
	Iteration 23Q: 3 clusters Score -2273825 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2274027.500000 Penalty: 3186.317627
	Iteration 24Q: 3 clusters Score -2274028 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2274163.500000 Penalty: 3186.317627
	Iteration 25Q: 3 clusters Score -2274164 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2274285.000000 Penalty: 3186.317627
	Iteration 26Q: 3 clusters Score -2274285 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2274395.500000 Penalty: 3186.317627
	Iteration 27Q: 3 clusters Score -2274396 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2274481.000000 Penalty: 3186.317627
	Iteration 28Q: 3 clusters Score -2274481 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2274560.750000 Penalty: 3186.317627
	Iteration 29Q: 3 clusters Score -2274561 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2274619.750000 Penalty: 3186.317627
	Iteration 30Q: 3 clusters Score -2274620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2274660.750000 Penalty: 3186.317627
	Iteration 31Q: 3 clusters Score -2274661 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2274690.250000 Penalty: 3186.317627
	Iteration 32Q: 3 clusters Score -2274690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2274720.250000 Penalty: 3186.317627
	Iteration 33Q: 3 clusters Score -2274720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2274742.000000 Penalty: 3186.317627
	Iteration 34Q: 3 clusters Score -2274742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2274757.000000 Penalty: 3186.317627
	Iteration 35Q: 3 clusters Score -2274757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2274769.250000 Penalty: 3186.317627
	Iteration 36Q: 3 clusters Score -2274769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2274774.750000 Penalty: 3186.317627
	Iteration 37Q: 3 clusters Score -2274775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2274781.250000 Penalty: 3186.317627
	Iteration 38Q: 3 clusters Score -2274781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2274787.500000 Penalty: 3186.317627
	Iteration 39Q: 3 clusters Score -2274788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2274787.750000 Penalty: 3186.317627
	Iteration 40F: 3 clusters Score -2274788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2274791.500000 Penalty: 3186.317627
	Iteration 41Q: 3 clusters Score -2274792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2274791.500000 Penalty: 3186.317627
	Iteration 42F: 3 clusters Score -2274792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (115450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115450 members 
Entering Unmasked Estep 
Score: -14750784.000000 Penalty: 1894.196289
	Iteration 0F: 2 clusters Score -1.475078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -14674750.000000 Penalty: 3788.392578
	Iteration 0F: 3 clusters Score -1.467475e+07 nChanged 55333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -14708267.000000 Penalty: 3788.392578
	Iteration 1F: 3 clusters Score -1.470827e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -14709999.000000 Penalty: 3788.392578
	Iteration 2Q: 3 clusters Score -1.471e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -14712523.000000 Penalty: 3788.392578
	Iteration 3F: 3 clusters Score -1.471252e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -14715430.000000 Penalty: 3788.392578
	Iteration 4F: 3 clusters Score -1.471543e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73829 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -14718702.000000 Penalty: 3788.392578
	Iteration 5F: 3 clusters Score -1.47187e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -14722170.000000 Penalty: 3788.392578
	Iteration 6F: 3 clusters Score -1.472217e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -14725345.000000 Penalty: 3788.392578
	Iteration 7F: 3 clusters Score -1.472534e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90308 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -14728740.000000 Penalty: 3788.392578
	Iteration 8F: 3 clusters Score -1.472874e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -14732155.000000 Penalty: 3788.392578
	Iteration 9Q: 3 clusters Score -1.473216e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100793 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -14735637.000000 Penalty: 3788.392578
	Iteration 10Q: 3 clusters Score -1.473564e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -14739246.000000 Penalty: 3788.392578
	Iteration 11Q: 3 clusters Score -1.473925e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -14742413.000000 Penalty: 3788.392578
	Iteration 12Q: 3 clusters Score -1.474241e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111873 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -14745669.000000 Penalty: 3788.392578
	Iteration 13Q: 3 clusters Score -1.474567e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113609 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -14747420.000000 Penalty: 3788.392578
	Iteration 14Q: 3 clusters Score -1.474742e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114490 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -14748261.000000 Penalty: 3788.392578
	Iteration 15Q: 3 clusters Score -1.474826e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114872 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -14748668.000000 Penalty: 3788.392578
	Iteration 16Q: 3 clusters Score -1.474867e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115033 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -14748837.000000 Penalty: 3788.392578
	Iteration 17Q: 3 clusters Score -1.474884e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115110 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -14748953.000000 Penalty: 3788.392578
	Iteration 18Q: 3 clusters Score -1.474895e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115144 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14749015.000000 Penalty: 3788.392578
	Iteration 19Q: 3 clusters Score -1.474902e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115162 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -14749056.000000 Penalty: 3788.392578
	Iteration 20F: 3 clusters Score -1.474906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115168 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -14749067.000000 Penalty: 3788.392578
	Iteration 21Q: 3 clusters Score -1.474907e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115173 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -14749112.000000 Penalty: 3788.392578
	Iteration 22Q: 3 clusters Score -1.474911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115182 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -14749134.000000 Penalty: 3788.392578
	Iteration 23Q: 3 clusters Score -1.474913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115185 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -14749166.000000 Penalty: 3788.392578
	Iteration 24Q: 3 clusters Score -1.474917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115191 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -14749169.000000 Penalty: 3788.392578
	Iteration 25Q: 3 clusters Score -1.474917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115190 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -14749178.000000 Penalty: 3788.392578
	Iteration 26Q: 3 clusters Score -1.474918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115191 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -14749186.000000 Penalty: 3788.392578
	Iteration 27Q: 3 clusters Score -1.474919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115191 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -14749197.000000 Penalty: 3788.392578
	Iteration 28Q: 3 clusters Score -1.47492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115191 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -14749201.000000 Penalty: 3788.392578
	Iteration 29Q: 3 clusters Score -1.47492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115188 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14749188.000000 Penalty: 3788.392578
	Iteration 30Q: 3 clusters Score -1.474919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115188 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14749188.000000 Penalty: 3788.392578
	Iteration 31F: 3 clusters Score -1.474919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Entering Unmasked Estep 
Score: -2170326.500000 Penalty: 1589.904541
	Iteration 0F: 2 clusters Score -2170326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2158030.750000 Penalty: 3179.809082
	Iteration 0F: 3 clusters Score -2158031 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2162578.000000 Penalty: 3179.809082
	Iteration 1F: 3 clusters Score -2162578 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2162980.000000 Penalty: 3179.809082
	Iteration 2F: 3 clusters Score -2162980 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2163360.750000 Penalty: 3179.809082
	Iteration 3F: 3 clusters Score -2163361 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2163723.500000 Penalty: 3179.809082
	Iteration 4Q: 3 clusters Score -2163724 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2164115.500000 Penalty: 3179.809082
	Iteration 5Q: 3 clusters Score -2164116 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2164560.750000 Penalty: 3179.809082
	Iteration 6Q: 3 clusters Score -2164561 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2165058.000000 Penalty: 3179.809082
	Iteration 7F: 3 clusters Score -2165058 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2165610.000000 Penalty: 3179.809082
	Iteration 8Q: 3 clusters Score -2165610 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2166201.000000 Penalty: 3179.809082
	Iteration 9F: 3 clusters Score -2166201 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2166734.000000 Penalty: 3179.809082
	Iteration 10Q: 3 clusters Score -2166734 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2167179.500000 Penalty: 3179.809082
	Iteration 11Q: 3 clusters Score -2167180 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2167499.000000 Penalty: 3179.809082
	Iteration 12Q: 3 clusters Score -2167499 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2167756.250000 Penalty: 3179.809082
	Iteration 13Q: 3 clusters Score -2167756 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2167979.500000 Penalty: 3179.809082
	Iteration 14Q: 3 clusters Score -2167980 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2168178.250000 Penalty: 3179.809082
	Iteration 15Q: 3 clusters Score -2168178 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2168363.750000 Penalty: 3179.809082
	Iteration 16Q: 3 clusters Score -2168364 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2168531.000000 Penalty: 3179.809082
	Iteration 17Q: 3 clusters Score -2168531 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2168677.500000 Penalty: 3179.809082
	Iteration 18Q: 3 clusters Score -2168678 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2168790.500000 Penalty: 3179.809082
	Iteration 19Q: 3 clusters Score -2168790 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2168888.750000 Penalty: 3179.809082
	Iteration 20F: 3 clusters Score -2168889 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2168952.500000 Penalty: 3179.809082
	Iteration 21Q: 3 clusters Score -2168952 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2168997.250000 Penalty: 3179.809082
	Iteration 22Q: 3 clusters Score -2168997 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2169033.250000 Penalty: 3179.809082
	Iteration 23Q: 3 clusters Score -2169033 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2169055.500000 Penalty: 3179.809082
	Iteration 24Q: 3 clusters Score -2169056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2169079.250000 Penalty: 3179.809082
	Iteration 25Q: 3 clusters Score -2169079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2169089.750000 Penalty: 3179.809082
	Iteration 26Q: 3 clusters Score -2169090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2169093.000000 Penalty: 3179.809082
	Iteration 27Q: 3 clusters Score -2169093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2169098.500000 Penalty: 3179.809082
	Iteration 28Q: 3 clusters Score -2169098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2169098.750000 Penalty: 3179.809082
	Iteration 29Q: 3 clusters Score -2169099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2169097.750000 Penalty: 3179.809082
	Iteration 30Q: 3 clusters Score -2169098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2169105.500000 Penalty: 3179.809082
	Iteration 31Q: 3 clusters Score -2169106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2169108.000000 Penalty: 3179.809082
	Iteration 32Q: 3 clusters Score -2169108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2169109.500000 Penalty: 3179.809082
	Iteration 33Q: 3 clusters Score -2169110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2169122.750000 Penalty: 3179.809082
	Iteration 34Q: 3 clusters Score -2169123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2169124.750000 Penalty: 3179.809082
	Iteration 35Q: 3 clusters Score -2169125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2169135.250000 Penalty: 3179.809082
	Iteration 36Q: 3 clusters Score -2169135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2169141.500000 Penalty: 3179.809082
	Iteration 37Q: 3 clusters Score -2169142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2169145.750000 Penalty: 3179.809082
	Iteration 38Q: 3 clusters Score -2169146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2169151.000000 Penalty: 3179.809082
	Iteration 39Q: 3 clusters Score -2169151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2169156.000000 Penalty: 3179.809082
	Iteration 40F: 3 clusters Score -2169156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2169163.500000 Penalty: 3179.809082
	Iteration 41Q: 3 clusters Score -2169164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2169168.250000 Penalty: 3179.809082
	Iteration 42Q: 3 clusters Score -2169168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2169171.500000 Penalty: 3179.809082
	Iteration 43Q: 3 clusters Score -2169172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2169171.750000 Penalty: 3179.809082
	Iteration 44Q: 3 clusters Score -2169172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2169173.750000 Penalty: 3179.809082
	Iteration 45Q: 3 clusters Score -2169174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2169175.250000 Penalty: 3179.809082
	Iteration 46Q: 3 clusters Score -2169175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2169174.750000 Penalty: 3179.809082
	Iteration 47Q: 3 clusters Score -2169175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2169179.750000 Penalty: 3179.809082
	Iteration 48Q: 3 clusters Score -2169180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2169175.250000 Penalty: 3179.809082
	Iteration 49Q: 3 clusters Score -2169175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2169178.750000 Penalty: 3179.809082
	Iteration 50Q: 3 clusters Score -2169179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2169181.250000 Penalty: 3179.809082
	Iteration 51Q: 3 clusters Score -2169181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2169182.250000 Penalty: 3179.809082
	Iteration 52Q: 3 clusters Score -2169182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2169182.250000 Penalty: 3179.809082
	Iteration 53Q: 3 clusters Score -2169182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2169184.500000 Penalty: 3179.809082
	Iteration 54Q: 3 clusters Score -2169184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2169184.500000 Penalty: 3179.809082
	Iteration 55F: 3 clusters Score -2169184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Entering Unmasked Estep 
Score: -3222255.500000 Penalty: 1656.328857
	Iteration 0F: 2 clusters Score -3222256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3204264.750000 Penalty: 3312.657715
	Iteration 0F: 3 clusters Score -3204265 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3211317.000000 Penalty: 3312.657715
	Iteration 1F: 3 clusters Score -3211317 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3212664.750000 Penalty: 3312.657715
	Iteration 2F: 3 clusters Score -3212665 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -3214540.000000 Penalty: 3312.657715
	Iteration 3F: 3 clusters Score -3214540 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3216473.250000 Penalty: 3312.657715
	Iteration 4F: 3 clusters Score -3216473 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -3217951.500000 Penalty: 3312.657715
	Iteration 5F: 3 clusters Score -3217952 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3219105.000000 Penalty: 3312.657715
	Iteration 6F: 3 clusters Score -3219105 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -3219928.750000 Penalty: 3312.657715
	Iteration 7Q: 3 clusters Score -3219929 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3220488.250000 Penalty: 3312.657715
	Iteration 8Q: 3 clusters Score -3220488 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3220841.500000 Penalty: 3312.657715
	Iteration 9Q: 3 clusters Score -3220842 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -3221026.500000 Penalty: 3312.657715
	Iteration 10Q: 3 clusters Score -3221026 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3221179.000000 Penalty: 3312.657715
	Iteration 11Q: 3 clusters Score -3221179 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3221265.000000 Penalty: 3312.657715
	Iteration 12Q: 3 clusters Score -3221265 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3221313.500000 Penalty: 3312.657715
	Iteration 13Q: 3 clusters Score -3221314 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3221351.500000 Penalty: 3312.657715
	Iteration 14Q: 3 clusters Score -3221352 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3221396.250000 Penalty: 3312.657715
	Iteration 15Q: 3 clusters Score -3221396 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3221428.750000 Penalty: 3312.657715
	Iteration 16Q: 3 clusters Score -3221429 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3221445.000000 Penalty: 3312.657715
	Iteration 17Q: 3 clusters Score -3221445 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3221469.500000 Penalty: 3312.657715
	Iteration 18Q: 3 clusters Score -3221470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -3221480.000000 Penalty: 3312.657715
	Iteration 19Q: 3 clusters Score -3221480 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -3221495.250000 Penalty: 3312.657715
	Iteration 20F: 3 clusters Score -3221495 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3221509.750000 Penalty: 3312.657715
	Iteration 21Q: 3 clusters Score -3221510 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -3221520.500000 Penalty: 3312.657715
	Iteration 22Q: 3 clusters Score -3221520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -3221523.500000 Penalty: 3312.657715
	Iteration 23Q: 3 clusters Score -3221524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -3221535.250000 Penalty: 3312.657715
	Iteration 24Q: 3 clusters Score -3221535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -3221550.250000 Penalty: 3312.657715
	Iteration 25Q: 3 clusters Score -3221550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -3221564.000000 Penalty: 3312.657715
	Iteration 26Q: 3 clusters Score -3221564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -3221567.500000 Penalty: 3312.657715
	Iteration 27Q: 3 clusters Score -3221568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3221575.500000 Penalty: 3312.657715
	Iteration 28Q: 3 clusters Score -3221576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -3221591.000000 Penalty: 3312.657715
	Iteration 29Q: 3 clusters Score -3221591 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3221610.500000 Penalty: 3312.657715
	Iteration 30Q: 3 clusters Score -3221610 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3221623.750000 Penalty: 3312.657715
	Iteration 31Q: 3 clusters Score -3221624 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3221640.500000 Penalty: 3312.657715
	Iteration 32Q: 3 clusters Score -3221640 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -3221635.250000 Penalty: 3312.657715
	Iteration 33Q: 3 clusters Score -3221635 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3221641.250000 Penalty: 3312.657715
	Iteration 34Q: 3 clusters Score -3221641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3221648.250000 Penalty: 3312.657715
	Iteration 35Q: 3 clusters Score -3221648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -3221652.000000 Penalty: 3312.657715
	Iteration 36Q: 3 clusters Score -3221652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3221663.500000 Penalty: 3312.657715
	Iteration 37Q: 3 clusters Score -3221664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3221657.750000 Penalty: 3312.657715
	Iteration 38Q: 3 clusters Score -3221658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3221667.000000 Penalty: 3312.657715
	Iteration 39Q: 3 clusters Score -3221667 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -3221673.500000 Penalty: 3312.657715
	Iteration 40F: 3 clusters Score -3221674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3221678.250000 Penalty: 3312.657715
	Iteration 41Q: 3 clusters Score -3221678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -3221693.250000 Penalty: 3312.657715
	Iteration 42Q: 3 clusters Score -3221693 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3221704.500000 Penalty: 3312.657715
	Iteration 43Q: 3 clusters Score -3221704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3221706.750000 Penalty: 3312.657715
	Iteration 44Q: 3 clusters Score -3221707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -3221717.250000 Penalty: 3312.657715
	Iteration 45Q: 3 clusters Score -3221717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -3221714.750000 Penalty: 3312.657715
	Iteration 46Q: 3 clusters Score -3221715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3221718.000000 Penalty: 3312.657715
	Iteration 47Q: 3 clusters Score -3221718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3221725.750000 Penalty: 3312.657715
	Iteration 48Q: 3 clusters Score -3221726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -3221720.000000 Penalty: 3312.657715
	Iteration 49Q: 3 clusters Score -3221720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3221717.500000 Penalty: 3312.657715
	Iteration 50Q: 3 clusters Score -3221718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3221721.500000 Penalty: 3312.657715
	Iteration 51Q: 3 clusters Score -3221722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3221719.750000 Penalty: 3312.657715
	Iteration 52Q: 3 clusters Score -3221720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -3221719.500000 Penalty: 3312.657715
	Iteration 53Q: 3 clusters Score -3221720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -3221722.000000 Penalty: 3312.657715
	Iteration 54Q: 3 clusters Score -3221722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -3221723.500000 Penalty: 3312.657715
	Iteration 55Q: 3 clusters Score -3221724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3221722.250000 Penalty: 3312.657715
	Iteration 56Q: 3 clusters Score -3221722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3221719.000000 Penalty: 3312.657715
	Iteration 57Q: 3 clusters Score -3221719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -3221720.750000 Penalty: 3312.657715
	Iteration 58Q: 3 clusters Score -3221721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3221729.000000 Penalty: 3312.657715
	Iteration 59Q: 3 clusters Score -3221729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3221728.000000 Penalty: 3312.657715
	Iteration 60F: 3 clusters Score -3221728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3221725.750000 Penalty: 3312.657715
	Iteration 61Q: 3 clusters Score -3221726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3221726.500000 Penalty: 3312.657715
	Iteration 62Q: 3 clusters Score -3221726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3221725.750000 Penalty: 3312.657715
	Iteration 63Q: 3 clusters Score -3221726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -3221727.500000 Penalty: 3312.657715
	Iteration 64Q: 3 clusters Score -3221728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3221738.000000 Penalty: 3312.657715
	Iteration 65Q: 3 clusters Score -3221738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -3221738.250000 Penalty: 3312.657715
	Iteration 66Q: 3 clusters Score -3221738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3221733.250000 Penalty: 3312.657715
	Iteration 67Q: 3 clusters Score -3221733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -3221737.000000 Penalty: 3312.657715
	Iteration 68Q: 3 clusters Score -3221737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3221735.750000 Penalty: 3312.657715
	Iteration 69Q: 3 clusters Score -3221736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3221740.750000 Penalty: 3312.657715
	Iteration 70Q: 3 clusters Score -3221741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3221740.500000 Penalty: 3312.657715
	Iteration 71Q: 3 clusters Score -3221740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3221735.750000 Penalty: 3312.657715
	Iteration 72Q: 3 clusters Score -3221736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3221734.500000 Penalty: 3312.657715
	Iteration 73Q: 3 clusters Score -3221734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -3221735.500000 Penalty: 3312.657715
	Iteration 74Q: 3 clusters Score -3221736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3221738.250000 Penalty: 3312.657715
	Iteration 75Q: 3 clusters Score -3221738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3221730.250000 Penalty: 3312.657715
	Iteration 76Q: 3 clusters Score -3221730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3221737.750000 Penalty: 3312.657715
	Iteration 77Q: 3 clusters Score -3221738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3221730.500000 Penalty: 3312.657715
	Iteration 78Q: 3 clusters Score -3221730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3221732.250000 Penalty: 3312.657715
	Iteration 79Q: 3 clusters Score -3221732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3221738.000000 Penalty: 3312.657715
	Iteration 80F: 3 clusters Score -3221738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -3221738.000000 Penalty: 3312.657715
	Iteration 81Q: 3 clusters Score -3221738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3221745.500000 Penalty: 3312.657715
	Iteration 82Q: 3 clusters Score -3221746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -3221747.250000 Penalty: 3312.657715
	Iteration 83Q: 3 clusters Score -3221747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -3221747.500000 Penalty: 3312.657715
	Iteration 84Q: 3 clusters Score -3221748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3221741.000000 Penalty: 3312.657715
	Iteration 85Q: 3 clusters Score -3221741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -3221742.500000 Penalty: 3312.657715
	Iteration 86Q: 3 clusters Score -3221742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -3221742.500000 Penalty: 3312.657715
	Iteration 87F: 3 clusters Score -3221742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Entering Unmasked Estep 
Score: -5035384.500000 Penalty: 1718.221924
	Iteration 0F: 2 clusters Score -5035384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -5009255.000000 Penalty: 3436.443848
	Iteration 0F: 3 clusters Score -5009255 nChanged 18190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -5019351.500000 Penalty: 3436.443848
	Iteration 1F: 3 clusters Score -5019352 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -5020178.000000 Penalty: 3436.443848
	Iteration 2Q: 3 clusters Score -5020178 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -5021447.500000 Penalty: 3436.443848
	Iteration 3F: 3 clusters Score -5021448 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -5023317.500000 Penalty: 3436.443848
	Iteration 4F: 3 clusters Score -5023318 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -5025641.000000 Penalty: 3436.443848
	Iteration 5F: 3 clusters Score -5025641 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -5027842.500000 Penalty: 3436.443848
	Iteration 6F: 3 clusters Score -5027842 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -5029550.000000 Penalty: 3436.443848
	Iteration 7F: 3 clusters Score -5029550 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -5030923.000000 Penalty: 3436.443848
	Iteration 8Q: 3 clusters Score -5030923 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -5031847.000000 Penalty: 3436.443848
	Iteration 9Q: 3 clusters Score -5031847 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -5032479.500000 Penalty: 3436.443848
	Iteration 10Q: 3 clusters Score -5032480 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5032884.000000 Penalty: 3436.443848
	Iteration 11Q: 3 clusters Score -5032884 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5033137.000000 Penalty: 3436.443848
	Iteration 12Q: 3 clusters Score -5033137 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5033323.000000 Penalty: 3436.443848
	Iteration 13Q: 3 clusters Score -5033323 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5033430.000000 Penalty: 3436.443848
	Iteration 14Q: 3 clusters Score -5033430 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5033508.000000 Penalty: 3436.443848
	Iteration 15Q: 3 clusters Score -5033508 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5033580.000000 Penalty: 3436.443848
	Iteration 16Q: 3 clusters Score -5033580 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5033635.000000 Penalty: 3436.443848
	Iteration 17Q: 3 clusters Score -5033635 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5033668.500000 Penalty: 3436.443848
	Iteration 18Q: 3 clusters Score -5033668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5033706.000000 Penalty: 3436.443848
	Iteration 19Q: 3 clusters Score -5033706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5033735.500000 Penalty: 3436.443848
	Iteration 20F: 3 clusters Score -5033736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5033760.500000 Penalty: 3436.443848
	Iteration 21Q: 3 clusters Score -5033760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5033779.500000 Penalty: 3436.443848
	Iteration 22Q: 3 clusters Score -5033780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5033784.500000 Penalty: 3436.443848
	Iteration 23Q: 3 clusters Score -5033784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5033794.000000 Penalty: 3436.443848
	Iteration 24Q: 3 clusters Score -5033794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5033802.000000 Penalty: 3436.443848
	Iteration 25Q: 3 clusters Score -5033802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5033820.500000 Penalty: 3436.443848
	Iteration 26Q: 3 clusters Score -5033820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5033838.500000 Penalty: 3436.443848
	Iteration 27Q: 3 clusters Score -5033838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5033855.000000 Penalty: 3436.443848
	Iteration 28Q: 3 clusters Score -5033855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5033861.000000 Penalty: 3436.443848
	Iteration 29Q: 3 clusters Score -5033861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5033867.000000 Penalty: 3436.443848
	Iteration 30Q: 3 clusters Score -5033867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5033872.000000 Penalty: 3436.443848
	Iteration 31Q: 3 clusters Score -5033872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5033877.000000 Penalty: 3436.443848
	Iteration 32Q: 3 clusters Score -5033877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5033876.500000 Penalty: 3436.443848
	Iteration 33Q: 3 clusters Score -5033876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5033888.500000 Penalty: 3436.443848
	Iteration 34Q: 3 clusters Score -5033888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5033899.000000 Penalty: 3436.443848
	Iteration 35Q: 3 clusters Score -5033899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5033907.000000 Penalty: 3436.443848
	Iteration 36Q: 3 clusters Score -5033907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5033905.500000 Penalty: 3436.443848
	Iteration 37Q: 3 clusters Score -5033906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5033909.500000 Penalty: 3436.443848
	Iteration 38Q: 3 clusters Score -5033910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5033911.500000 Penalty: 3436.443848
	Iteration 39Q: 3 clusters Score -5033912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5033921.500000 Penalty: 3436.443848
	Iteration 40F: 3 clusters Score -5033922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5033926.000000 Penalty: 3436.443848
	Iteration 41Q: 3 clusters Score -5033926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5033924.500000 Penalty: 3436.443848
	Iteration 42Q: 3 clusters Score -5033924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5033923.500000 Penalty: 3436.443848
	Iteration 43Q: 3 clusters Score -5033924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5033927.000000 Penalty: 3436.443848
	Iteration 44Q: 3 clusters Score -5033927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5033930.000000 Penalty: 3436.443848
	Iteration 45Q: 3 clusters Score -5033930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5033934.000000 Penalty: 3436.443848
	Iteration 46Q: 3 clusters Score -5033934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5033934.500000 Penalty: 3436.443848
	Iteration 47Q: 3 clusters Score -5033934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5033940.000000 Penalty: 3436.443848
	Iteration 48Q: 3 clusters Score -5033940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5033949.500000 Penalty: 3436.443848
	Iteration 49Q: 3 clusters Score -5033950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5033940.500000 Penalty: 3436.443848
	Iteration 50Q: 3 clusters Score -5033940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5033946.000000 Penalty: 3436.443848
	Iteration 51Q: 3 clusters Score -5033946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5033947.000000 Penalty: 3436.443848
	Iteration 52Q: 3 clusters Score -5033947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5033946.500000 Penalty: 3436.443848
	Iteration 53Q: 3 clusters Score -5033946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5033946.500000 Penalty: 3436.443848
	Iteration 54F: 3 clusters Score -5033946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Entering Unmasked Estep 
Score: -2087655.500000 Penalty: 1576.323608
	Iteration 0F: 2 clusters Score -2087656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2076381.750000 Penalty: 3152.647217
	Iteration 0F: 3 clusters Score -2076382 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2080337.750000 Penalty: 3152.647217
	Iteration 1F: 3 clusters Score -2080338 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2080676.625000 Penalty: 3152.647217
	Iteration 2F: 3 clusters Score -2080677 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2081006.500000 Penalty: 3152.647217
	Iteration 3Q: 3 clusters Score -2081006 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2081344.500000 Penalty: 3152.647217
	Iteration 4Q: 3 clusters Score -2081344 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2081693.750000 Penalty: 3152.647217
	Iteration 5Q: 3 clusters Score -2081694 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2082165.750000 Penalty: 3152.647217
	Iteration 6Q: 3 clusters Score -2082166 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2082632.375000 Penalty: 3152.647217
	Iteration 7Q: 3 clusters Score -2082632 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2083074.750000 Penalty: 3152.647217
	Iteration 8Q: 3 clusters Score -2083075 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2083515.125000 Penalty: 3152.647217
	Iteration 9Q: 3 clusters Score -2083515 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2083888.125000 Penalty: 3152.647217
	Iteration 10Q: 3 clusters Score -2083888 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2084206.250000 Penalty: 3152.647217
	Iteration 11Q: 3 clusters Score -2084206 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2084438.250000 Penalty: 3152.647217
	Iteration 12Q: 3 clusters Score -2084438 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2084614.500000 Penalty: 3152.647217
	Iteration 13Q: 3 clusters Score -2084614 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2084741.625000 Penalty: 3152.647217
	Iteration 14Q: 3 clusters Score -2084742 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2084860.000000 Penalty: 3152.647217
	Iteration 15Q: 3 clusters Score -2084860 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2084956.875000 Penalty: 3152.647217
	Iteration 16Q: 3 clusters Score -2084957 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2085053.125000 Penalty: 3152.647217
	Iteration 17Q: 3 clusters Score -2085053 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2085160.250000 Penalty: 3152.647217
	Iteration 18Q: 3 clusters Score -2085160 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2085262.875000 Penalty: 3152.647217
	Iteration 19Q: 3 clusters Score -2085263 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2085372.375000 Penalty: 3152.647217
	Iteration 20F: 3 clusters Score -2085372 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2085489.625000 Penalty: 3152.647217
	Iteration 21Q: 3 clusters Score -2085490 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2085593.625000 Penalty: 3152.647217
	Iteration 22Q: 3 clusters Score -2085594 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2085694.875000 Penalty: 3152.647217
	Iteration 23Q: 3 clusters Score -2085695 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2085781.375000 Penalty: 3152.647217
	Iteration 24Q: 3 clusters Score -2085781 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2085860.125000 Penalty: 3152.647217
	Iteration 25Q: 3 clusters Score -2085860 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2085929.625000 Penalty: 3152.647217
	Iteration 26Q: 3 clusters Score -2085930 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2085996.500000 Penalty: 3152.647217
	Iteration 27Q: 3 clusters Score -2085996 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2086041.875000 Penalty: 3152.647217
	Iteration 28Q: 3 clusters Score -2086042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2086076.250000 Penalty: 3152.647217
	Iteration 29Q: 3 clusters Score -2086076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2086107.625000 Penalty: 3152.647217
	Iteration 30Q: 3 clusters Score -2086108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2086135.375000 Penalty: 3152.647217
	Iteration 31Q: 3 clusters Score -2086135 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2086158.625000 Penalty: 3152.647217
	Iteration 32Q: 3 clusters Score -2086159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2086176.125000 Penalty: 3152.647217
	Iteration 33Q: 3 clusters Score -2086176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2086187.375000 Penalty: 3152.647217
	Iteration 34Q: 3 clusters Score -2086187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2086205.000000 Penalty: 3152.647217
	Iteration 35Q: 3 clusters Score -2086205 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2086219.625000 Penalty: 3152.647217
	Iteration 36Q: 3 clusters Score -2086220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2086230.750000 Penalty: 3152.647217
	Iteration 37Q: 3 clusters Score -2086231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2086244.000000 Penalty: 3152.647217
	Iteration 38Q: 3 clusters Score -2086244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2086251.375000 Penalty: 3152.647217
	Iteration 39Q: 3 clusters Score -2086251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2086261.125000 Penalty: 3152.647217
	Iteration 40F: 3 clusters Score -2086261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2086265.375000 Penalty: 3152.647217
	Iteration 41Q: 3 clusters Score -2086265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2086265.125000 Penalty: 3152.647217
	Iteration 42Q: 3 clusters Score -2086265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2086270.500000 Penalty: 3152.647217
	Iteration 43Q: 3 clusters Score -2086270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2086274.625000 Penalty: 3152.647217
	Iteration 44Q: 3 clusters Score -2086275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2086277.875000 Penalty: 3152.647217
	Iteration 45Q: 3 clusters Score -2086278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2086279.625000 Penalty: 3152.647217
	Iteration 46Q: 3 clusters Score -2086280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2086282.000000 Penalty: 3152.647217
	Iteration 47Q: 3 clusters Score -2086282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2086283.875000 Penalty: 3152.647217
	Iteration 48Q: 3 clusters Score -2086284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2086284.750000 Penalty: 3152.647217
	Iteration 49Q: 3 clusters Score -2086285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2086286.250000 Penalty: 3152.647217
	Iteration 50Q: 3 clusters Score -2086286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2086285.625000 Penalty: 3152.647217
	Iteration 51Q: 3 clusters Score -2086286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2086289.000000 Penalty: 3152.647217
	Iteration 52Q: 3 clusters Score -2086289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2086289.000000 Penalty: 3152.647217
	Iteration 53F: 3 clusters Score -2086289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Entering Unmasked Estep 
Score: -3394786.500000 Penalty: 1656.778564
	Iteration 0F: 2 clusters Score -3394786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3376766.500000 Penalty: 3313.557129
	Iteration 0F: 3 clusters Score -3376766 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -3383523.750000 Penalty: 3313.557129
	Iteration 1F: 3 clusters Score -3383524 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3384015.500000 Penalty: 3313.557129
	Iteration 2Q: 3 clusters Score -3384016 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -3384725.750000 Penalty: 3313.557129
	Iteration 3F: 3 clusters Score -3384726 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3385789.250000 Penalty: 3313.557129
	Iteration 4F: 3 clusters Score -3385789 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -3387222.250000 Penalty: 3313.557129
	Iteration 5F: 3 clusters Score -3387222 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3388818.000000 Penalty: 3313.557129
	Iteration 6F: 3 clusters Score -3388818 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3390441.750000 Penalty: 3313.557129
	Iteration 7F: 3 clusters Score -3390442 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3391726.250000 Penalty: 3313.557129
	Iteration 8F: 3 clusters Score -3391726 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3392479.500000 Penalty: 3313.557129
	Iteration 9Q: 3 clusters Score -3392480 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -3392919.000000 Penalty: 3313.557129
	Iteration 10Q: 3 clusters Score -3392919 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3393105.000000 Penalty: 3313.557129
	Iteration 11Q: 3 clusters Score -3393105 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -3393184.250000 Penalty: 3313.557129
	Iteration 12Q: 3 clusters Score -3393184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -3393237.500000 Penalty: 3313.557129
	Iteration 13Q: 3 clusters Score -3393238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3393271.750000 Penalty: 3313.557129
	Iteration 14Q: 3 clusters Score -3393272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3393286.250000 Penalty: 3313.557129
	Iteration 15Q: 3 clusters Score -3393286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3393302.250000 Penalty: 3313.557129
	Iteration 16Q: 3 clusters Score -3393302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -3393307.000000 Penalty: 3313.557129
	Iteration 17Q: 3 clusters Score -3393307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3393315.500000 Penalty: 3313.557129
	Iteration 18Q: 3 clusters Score -3393316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3393314.250000 Penalty: 3313.557129
	Iteration 19Q: 3 clusters Score -3393314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3393318.750000 Penalty: 3313.557129
	Iteration 20F: 3 clusters Score -3393319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -3393323.250000 Penalty: 3313.557129
	Iteration 21Q: 3 clusters Score -3393323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3393322.750000 Penalty: 3313.557129
	Iteration 22Q: 3 clusters Score -3393323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3393324.750000 Penalty: 3313.557129
	Iteration 23Q: 3 clusters Score -3393325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -3393329.500000 Penalty: 3313.557129
	Iteration 24Q: 3 clusters Score -3393330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3393337.000000 Penalty: 3313.557129
	Iteration 25Q: 3 clusters Score -3393337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3393337.000000 Penalty: 3313.557129
	Iteration 26F: 3 clusters Score -3393337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1592502.750000 Penalty: 1541.117065
	Iteration 0F: 2 clusters Score -1592503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1583306.000000 Penalty: 3082.234131
	Iteration 0F: 3 clusters Score -1583306 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1586416.500000 Penalty: 3082.234131
	Iteration 1F: 3 clusters Score -1586416 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1586721.250000 Penalty: 3082.234131
	Iteration 2F: 3 clusters Score -1586721 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1587016.375000 Penalty: 3082.234131
	Iteration 3F: 3 clusters Score -1587016 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1587298.000000 Penalty: 3082.234131
	Iteration 4Q: 3 clusters Score -1587298 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1587577.000000 Penalty: 3082.234131
	Iteration 5Q: 3 clusters Score -1587577 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1587802.125000 Penalty: 3082.234131
	Iteration 6Q: 3 clusters Score -1587802 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1587991.750000 Penalty: 3082.234131
	Iteration 7Q: 3 clusters Score -1587992 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1588159.875000 Penalty: 3082.234131
	Iteration 8Q: 3 clusters Score -1588160 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1588304.250000 Penalty: 3082.234131
	Iteration 9Q: 3 clusters Score -1588304 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1588445.125000 Penalty: 3082.234131
	Iteration 10Q: 3 clusters Score -1588445 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1588594.375000 Penalty: 3082.234131
	Iteration 11Q: 3 clusters Score -1588594 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1588789.250000 Penalty: 3082.234131
	Iteration 12Q: 3 clusters Score -1588789 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1589045.625000 Penalty: 3082.234131
	Iteration 13Q: 3 clusters Score -1589046 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1589349.125000 Penalty: 3082.234131
	Iteration 14Q: 3 clusters Score -1589349 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1589653.375000 Penalty: 3082.234131
	Iteration 15Q: 3 clusters Score -1589653 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1589926.625000 Penalty: 3082.234131
	Iteration 16Q: 3 clusters Score -1589927 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1590130.250000 Penalty: 3082.234131
	Iteration 17Q: 3 clusters Score -1590130 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1590266.375000 Penalty: 3082.234131
	Iteration 18Q: 3 clusters Score -1590266 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1590342.500000 Penalty: 3082.234131
	Iteration 19Q: 3 clusters Score -1590342 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1590381.500000 Penalty: 3082.234131
	Iteration 20F: 3 clusters Score -1590382 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1590422.375000 Penalty: 3082.234131
	Iteration 21Q: 3 clusters Score -1590422 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1590450.375000 Penalty: 3082.234131
	Iteration 22Q: 3 clusters Score -1590450 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1590470.375000 Penalty: 3082.234131
	Iteration 23Q: 3 clusters Score -1590470 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1590488.250000 Penalty: 3082.234131
	Iteration 24Q: 3 clusters Score -1590488 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1590502.750000 Penalty: 3082.234131
	Iteration 25Q: 3 clusters Score -1590503 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1590518.000000 Penalty: 3082.234131
	Iteration 26Q: 3 clusters Score -1590518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1590533.250000 Penalty: 3082.234131
	Iteration 27Q: 3 clusters Score -1590533 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1590539.500000 Penalty: 3082.234131
	Iteration 28Q: 3 clusters Score -1590540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1590553.000000 Penalty: 3082.234131
	Iteration 29Q: 3 clusters Score -1590553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1590563.750000 Penalty: 3082.234131
	Iteration 30Q: 3 clusters Score -1590564 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1590576.750000 Penalty: 3082.234131
	Iteration 31Q: 3 clusters Score -1590577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1590591.250000 Penalty: 3082.234131
	Iteration 32Q: 3 clusters Score -1590591 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1590606.750000 Penalty: 3082.234131
	Iteration 33Q: 3 clusters Score -1590607 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1590614.625000 Penalty: 3082.234131
	Iteration 34Q: 3 clusters Score -1590615 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1590619.375000 Penalty: 3082.234131
	Iteration 35Q: 3 clusters Score -1590619 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1590637.875000 Penalty: 3082.234131
	Iteration 36Q: 3 clusters Score -1590638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1590640.750000 Penalty: 3082.234131
	Iteration 37Q: 3 clusters Score -1590641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1590644.625000 Penalty: 3082.234131
	Iteration 38Q: 3 clusters Score -1590645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1590651.750000 Penalty: 3082.234131
	Iteration 39Q: 3 clusters Score -1590652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1590659.750000 Penalty: 3082.234131
	Iteration 40F: 3 clusters Score -1590660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1590668.750000 Penalty: 3082.234131
	Iteration 41Q: 3 clusters Score -1590669 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1590671.750000 Penalty: 3082.234131
	Iteration 42Q: 3 clusters Score -1590672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1590682.625000 Penalty: 3082.234131
	Iteration 43Q: 3 clusters Score -1590683 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1590690.875000 Penalty: 3082.234131
	Iteration 44Q: 3 clusters Score -1590691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1590696.750000 Penalty: 3082.234131
	Iteration 45Q: 3 clusters Score -1590697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1590710.250000 Penalty: 3082.234131
	Iteration 46Q: 3 clusters Score -1590710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1590721.500000 Penalty: 3082.234131
	Iteration 47Q: 3 clusters Score -1590722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1590725.000000 Penalty: 3082.234131
	Iteration 48Q: 3 clusters Score -1590725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1590733.500000 Penalty: 3082.234131
	Iteration 49Q: 3 clusters Score -1590734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1590733.875000 Penalty: 3082.234131
	Iteration 50Q: 3 clusters Score -1590734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1590736.500000 Penalty: 3082.234131
	Iteration 51Q: 3 clusters Score -1590736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1590740.875000 Penalty: 3082.234131
	Iteration 52Q: 3 clusters Score -1590741 nChanged 20
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: -1590740.000000 Penalty: 3082.234131
	Iteration 53Q: 3 clusters Score -1590740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1590739.875000 Penalty: 3082.234131
	Iteration 54Q: 3 clusters Score -1590740 nChanged 32
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: -1590744.500000 Penalty: 3082.234131
	Iteration 55Q: 3 clusters Score -1590744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1590749.000000 Penalty: 3082.234131
	Iteration 56Q: 3 clusters Score -1590749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1590756.125000 Penalty: 3082.234131
	Iteration 57Q: 3 clusters Score -1590756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1590759.250000 Penalty: 3082.234131
	Iteration 58Q: 3 clusters Score -1590759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1590761.625000 Penalty: 3082.234131
	Iteration 59Q: 3 clusters Score -1590762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1590767.750000 Penalty: 3082.234131
	Iteration 60F: 3 clusters Score -1590768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1590775.375000 Penalty: 3082.234131
	Iteration 61Q: 3 clusters Score -1590775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1590780.125000 Penalty: 3082.234131
	Iteration 62Q: 3 clusters Score -1590780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1590787.125000 Penalty: 3082.234131
	Iteration 63Q: 3 clusters Score -1590787 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1590791.250000 Penalty: 3082.234131
	Iteration 64Q: 3 clusters Score -1590791 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1590797.500000 Penalty: 3082.234131
	Iteration 65Q: 3 clusters Score -1590798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1590810.125000 Penalty: 3082.234131
	Iteration 66Q: 3 clusters Score -1590810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1590808.500000 Penalty: 3082.234131
	Iteration 67Q: 3 clusters Score -1590808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1590814.125000 Penalty: 3082.234131
	Iteration 68Q: 3 clusters Score -1590814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1590821.625000 Penalty: 3082.234131
	Iteration 69Q: 3 clusters Score -1590822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1590826.375000 Penalty: 3082.234131
	Iteration 70Q: 3 clusters Score -1590826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1590824.750000 Penalty: 3082.234131
	Iteration 71Q: 3 clusters Score -1590825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1590823.875000 Penalty: 3082.234131
	Iteration 72Q: 3 clusters Score -1590824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1590827.500000 Penalty: 3082.234131
	Iteration 73Q: 3 clusters Score -1590828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1590828.750000 Penalty: 3082.234131
	Iteration 74Q: 3 clusters Score -1590829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1590825.875000 Penalty: 3082.234131
	Iteration 75Q: 3 clusters Score -1590826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1590828.750000 Penalty: 3082.234131
	Iteration 76Q: 3 clusters Score -1590829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1590831.375000 Penalty: 3082.234131
	Iteration 77Q: 3 clusters Score -1590831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1590829.375000 Penalty: 3082.234131
	Iteration 78Q: 3 clusters Score -1590829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1590832.375000 Penalty: 3082.234131
	Iteration 79Q: 3 clusters Score -1590832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1590833.000000 Penalty: 3082.234131
	Iteration 80F: 3 clusters Score -1590833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1590835.500000 Penalty: 3082.234131
	Iteration 81Q: 3 clusters Score -1590836 nChanged 7
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: -1590836.250000 Penalty: 3082.234131
	Iteration 82Q: 3 clusters Score -1590836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1590836.625000 Penalty: 3082.234131
	Iteration 83Q: 3 clusters Score -1590837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1590840.625000 Penalty: 3082.234131
	Iteration 84Q: 3 clusters Score -1590841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1590844.875000 Penalty: 3082.234131
	Iteration 85Q: 3 clusters Score -1590845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1590843.875000 Penalty: 3082.234131
	Iteration 86Q: 3 clusters Score -1590844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1590843.625000 Penalty: 3082.234131
	Iteration 87Q: 3 clusters Score -1590844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1590844.125000 Penalty: 3082.234131
	Iteration 88Q: 3 clusters Score -1590844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1590843.875000 Penalty: 3082.234131
	Iteration 89Q: 3 clusters Score -1590844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1590843.875000 Penalty: 3082.234131
	Iteration 90Q: 3 clusters Score -1590844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1590843.750000 Penalty: 3082.234131
	Iteration 91Q: 3 clusters Score -1590844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1590844.250000 Penalty: 3082.234131
	Iteration 92Q: 3 clusters Score -1590844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1590844.375000 Penalty: 3082.234131
	Iteration 93Q: 3 clusters Score -1590844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1590840.375000 Penalty: 3082.234131
	Iteration 94Q: 3 clusters Score -1590840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1590842.125000 Penalty: 3082.234131
	Iteration 95Q: 3 clusters Score -1590842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1590844.875000 Penalty: 3082.234131
	Iteration 96Q: 3 clusters Score -1590845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1590845.750000 Penalty: 3082.234131
	Iteration 97Q: 3 clusters Score -1590846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1590843.875000 Penalty: 3082.234131
	Iteration 98Q: 3 clusters Score -1590844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1590843.875000 Penalty: 3082.234131
	Iteration 99F: 3 clusters Score -1590844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -19685.777344 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -19685.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19022.294922 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -19022.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19109.992188 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -19109.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19133.832031 Penalty: 1739.353882
	Iteration 2Q: 3 clusters Score -19133.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19147.949219 Penalty: 1739.353882
	Iteration 3Q: 3 clusters Score -19147.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19163.921875 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -19163.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -19179.917969 Penalty: 1739.353882
	Iteration 5Q: 3 clusters Score -19179.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -19190.183594 Penalty: 1739.353882
	Iteration 6Q: 3 clusters Score -19190.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -19191.267578 Penalty: 1739.353882
	Iteration 7Q: 3 clusters Score -19191.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19193.304688 Penalty: 1739.353882
	Iteration 8Q: 3 clusters Score -19193.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19195.816406 Penalty: 1739.353882
	Iteration 9Q: 3 clusters Score -19195.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19195.816406 Penalty: 1739.353882
	Iteration 10F: 3 clusters Score -19195.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Entering Unmasked Estep 
Score: -888648.312500 Penalty: 1439.415527
	Iteration 0F: 2 clusters Score -888648.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -883385.750000 Penalty: 2878.831055
	Iteration 0F: 3 clusters Score -883385.8 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -885091.000000 Penalty: 2878.831055
	Iteration 1F: 3 clusters Score -885091 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -885382.000000 Penalty: 2878.831055
	Iteration 2F: 3 clusters Score -885382 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -885607.625000 Penalty: 2878.831055
	Iteration 3F: 3 clusters Score -885607.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -885765.750000 Penalty: 2878.831055
	Iteration 4Q: 3 clusters Score -885765.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -885902.500000 Penalty: 2878.831055
	Iteration 5Q: 3 clusters Score -885902.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -886019.750000 Penalty: 2878.831055
	Iteration 6Q: 3 clusters Score -886019.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -886146.187500 Penalty: 2878.831055
	Iteration 7Q: 3 clusters Score -886146.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -886288.000000 Penalty: 2878.831055
	Iteration 8Q: 3 clusters Score -886288 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -886440.187500 Penalty: 2878.831055
	Iteration 9Q: 3 clusters Score -886440.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -886614.000000 Penalty: 2878.831055
	Iteration 10Q: 3 clusters Score -886614 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -886760.250000 Penalty: 2878.831055
	Iteration 11Q: 3 clusters Score -886760.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -886882.375000 Penalty: 2878.831055
	Iteration 12Q: 3 clusters Score -886882.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -887006.125000 Penalty: 2878.831055
	Iteration 13Q: 3 clusters Score -887006.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -887125.125000 Penalty: 2878.831055
	Iteration 14Q: 3 clusters Score -887125.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -887252.500000 Penalty: 2878.831055
	Iteration 15Q: 3 clusters Score -887252.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -887382.875000 Penalty: 2878.831055
	Iteration 16Q: 3 clusters Score -887382.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -887489.937500 Penalty: 2878.831055
	Iteration 17Q: 3 clusters Score -887489.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -887576.875000 Penalty: 2878.831055
	Iteration 18Q: 3 clusters Score -887576.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -887638.687500 Penalty: 2878.831055
	Iteration 19Q: 3 clusters Score -887638.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -887734.125000 Penalty: 2878.831055
	Iteration 20F: 3 clusters Score -887734.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -887829.937500 Penalty: 2878.831055
	Iteration 21Q: 3 clusters Score -887829.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -887880.750000 Penalty: 2878.831055
	Iteration 22Q: 3 clusters Score -887880.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -887907.312500 Penalty: 2878.831055
	Iteration 23Q: 3 clusters Score -887907.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -887925.812500 Penalty: 2878.831055
	Iteration 24Q: 3 clusters Score -887925.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -887940.500000 Penalty: 2878.831055
	Iteration 25Q: 3 clusters Score -887940.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -887957.125000 Penalty: 2878.831055
	Iteration 26Q: 3 clusters Score -887957.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -887972.687500 Penalty: 2878.831055
	Iteration 27Q: 3 clusters Score -887972.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -887981.812500 Penalty: 2878.831055
	Iteration 28Q: 3 clusters Score -887981.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -887985.750000 Penalty: 2878.831055
	Iteration 29Q: 3 clusters Score -887985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -887987.000000 Penalty: 2878.831055
	Iteration 30Q: 3 clusters Score -887987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -887987.312500 Penalty: 2878.831055
	Iteration 31Q: 3 clusters Score -887987.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -887986.625000 Penalty: 2878.831055
	Iteration 32Q: 3 clusters Score -887986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -887986.937500 Penalty: 2878.831055
	Iteration 33Q: 3 clusters Score -887986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -887988.437500 Penalty: 2878.831055
	Iteration 34Q: 3 clusters Score -887988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -887988.562500 Penalty: 2878.831055
	Iteration 35Q: 3 clusters Score -887988.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -887988.375000 Penalty: 2878.831055
	Iteration 36Q: 3 clusters Score -887988.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -887988.375000 Penalty: 2878.831055
	Iteration 37F: 3 clusters Score -887988.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -1279360.750000 Penalty: 1500.470825
	Iteration 0F: 2 clusters Score -1279361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1272003.250000 Penalty: 3000.941650
	Iteration 0F: 3 clusters Score -1272003 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1274406.625000 Penalty: 3000.941650
	Iteration 1F: 3 clusters Score -1274407 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1274695.625000 Penalty: 3000.941650
	Iteration 2F: 3 clusters Score -1274696 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1274956.625000 Penalty: 3000.941650
	Iteration 3F: 3 clusters Score -1274957 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1275234.750000 Penalty: 3000.941650
	Iteration 4F: 3 clusters Score -1275235 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1275564.125000 Penalty: 3000.941650
	Iteration 5F: 3 clusters Score -1275564 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1275906.750000 Penalty: 3000.941650
	Iteration 6F: 3 clusters Score -1275907 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1276284.125000 Penalty: 3000.941650
	Iteration 7F: 3 clusters Score -1276284 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1276598.125000 Penalty: 3000.941650
	Iteration 8Q: 3 clusters Score -1276598 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1276855.750000 Penalty: 3000.941650
	Iteration 9Q: 3 clusters Score -1276856 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1277084.125000 Penalty: 3000.941650
	Iteration 10Q: 3 clusters Score -1277084 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1277288.500000 Penalty: 3000.941650
	Iteration 11Q: 3 clusters Score -1277288 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1277476.375000 Penalty: 3000.941650
	Iteration 12Q: 3 clusters Score -1277476 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1277606.500000 Penalty: 3000.941650
	Iteration 13Q: 3 clusters Score -1277606 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1277731.250000 Penalty: 3000.941650
	Iteration 14Q: 3 clusters Score -1277731 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1277845.250000 Penalty: 3000.941650
	Iteration 15Q: 3 clusters Score -1277845 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1277935.250000 Penalty: 3000.941650
	Iteration 16Q: 3 clusters Score -1277935 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1278012.375000 Penalty: 3000.941650
	Iteration 17Q: 3 clusters Score -1278012 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1278075.750000 Penalty: 3000.941650
	Iteration 18Q: 3 clusters Score -1278076 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1278124.500000 Penalty: 3000.941650
	Iteration 19Q: 3 clusters Score -1278124 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1278160.875000 Penalty: 3000.941650
	Iteration 20F: 3 clusters Score -1278161 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1278189.375000 Penalty: 3000.941650
	Iteration 21Q: 3 clusters Score -1278189 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1278218.875000 Penalty: 3000.941650
	Iteration 22Q: 3 clusters Score -1278219 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1278249.375000 Penalty: 3000.941650
	Iteration 23Q: 3 clusters Score -1278249 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1278271.750000 Penalty: 3000.941650
	Iteration 24Q: 3 clusters Score -1278272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1278283.000000 Penalty: 3000.941650
	Iteration 25Q: 3 clusters Score -1278283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1278295.625000 Penalty: 3000.941650
	Iteration 26Q: 3 clusters Score -1278296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1278304.250000 Penalty: 3000.941650
	Iteration 27Q: 3 clusters Score -1278304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1278315.625000 Penalty: 3000.941650
	Iteration 28Q: 3 clusters Score -1278316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1278326.375000 Penalty: 3000.941650
	Iteration 29Q: 3 clusters Score -1278326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1278335.625000 Penalty: 3000.941650
	Iteration 30Q: 3 clusters Score -1278336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1278338.750000 Penalty: 3000.941650
	Iteration 31Q: 3 clusters Score -1278339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1278350.250000 Penalty: 3000.941650
	Iteration 32Q: 3 clusters Score -1278350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1278356.750000 Penalty: 3000.941650
	Iteration 33Q: 3 clusters Score -1278357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1278363.375000 Penalty: 3000.941650
	Iteration 34Q: 3 clusters Score -1278363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1278371.000000 Penalty: 3000.941650
	Iteration 35Q: 3 clusters Score -1278371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1278375.750000 Penalty: 3000.941650
	Iteration 36Q: 3 clusters Score -1278376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1278383.750000 Penalty: 3000.941650
	Iteration 37Q: 3 clusters Score -1278384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1278384.375000 Penalty: 3000.941650
	Iteration 38Q: 3 clusters Score -1278384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1278388.000000 Penalty: 3000.941650
	Iteration 39Q: 3 clusters Score -1278388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1278388.875000 Penalty: 3000.941650
	Iteration 40F: 3 clusters Score -1278389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1278394.250000 Penalty: 3000.941650
	Iteration 41Q: 3 clusters Score -1278394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1278398.750000 Penalty: 3000.941650
	Iteration 42Q: 3 clusters Score -1278399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1278404.125000 Penalty: 3000.941650
	Iteration 43Q: 3 clusters Score -1278404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1278412.875000 Penalty: 3000.941650
	Iteration 44Q: 3 clusters Score -1278413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1278413.000000 Penalty: 3000.941650
	Iteration 45Q: 3 clusters Score -1278413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1278417.125000 Penalty: 3000.941650
	Iteration 46Q: 3 clusters Score -1278417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1278417.000000 Penalty: 3000.941650
	Iteration 47Q: 3 clusters Score -1278417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1278421.000000 Penalty: 3000.941650
	Iteration 48Q: 3 clusters Score -1278421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1278422.250000 Penalty: 3000.941650
	Iteration 49Q: 3 clusters Score -1278422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1278429.625000 Penalty: 3000.941650
	Iteration 50Q: 3 clusters Score -1278430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1278431.375000 Penalty: 3000.941650
	Iteration 51Q: 3 clusters Score -1278431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1278435.000000 Penalty: 3000.941650
	Iteration 52Q: 3 clusters Score -1278435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1278442.250000 Penalty: 3000.941650
	Iteration 53Q: 3 clusters Score -1278442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1278449.125000 Penalty: 3000.941650
	Iteration 54Q: 3 clusters Score -1278449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1278450.250000 Penalty: 3000.941650
	Iteration 55Q: 3 clusters Score -1278450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1278453.750000 Penalty: 3000.941650
	Iteration 56Q: 3 clusters Score -1278454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1278460.625000 Penalty: 3000.941650
	Iteration 57Q: 3 clusters Score -1278461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1278467.000000 Penalty: 3000.941650
	Iteration 58Q: 3 clusters Score -1278467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1278473.750000 Penalty: 3000.941650
	Iteration 59Q: 3 clusters Score -1278474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1278476.125000 Penalty: 3000.941650
	Iteration 60F: 3 clusters Score -1278476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1278475.875000 Penalty: 3000.941650
	Iteration 61Q: 3 clusters Score -1278476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1278475.750000 Penalty: 3000.941650
	Iteration 62Q: 3 clusters Score -1278476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1278475.750000 Penalty: 3000.941650
	Iteration 63F: 3 clusters Score -1278476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Entering Unmasked Estep 
Score: -5587702.000000 Penalty: 1737.100952
	Iteration 0F: 2 clusters Score -5587702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -5558259.500000 Penalty: 3474.201904
	Iteration 0F: 3 clusters Score -5558260 nChanged 20622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -5570229.000000 Penalty: 3474.201904
	Iteration 1F: 3 clusters Score -5570229 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -5571022.000000 Penalty: 3474.201904
	Iteration 2Q: 3 clusters Score -5571022 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -5572081.000000 Penalty: 3474.201904
	Iteration 3F: 3 clusters Score -5572081 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -5573519.000000 Penalty: 3474.201904
	Iteration 4F: 3 clusters Score -5573519 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -5575227.000000 Penalty: 3474.201904
	Iteration 5F: 3 clusters Score -5575227 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -5577211.000000 Penalty: 3474.201904
	Iteration 6F: 3 clusters Score -5577211 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -5579393.500000 Penalty: 3474.201904
	Iteration 7F: 3 clusters Score -5579394 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -5581541.500000 Penalty: 3474.201904
	Iteration 8F: 3 clusters Score -5581542 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -5583384.000000 Penalty: 3474.201904
	Iteration 9Q: 3 clusters Score -5583384 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5584682.000000 Penalty: 3474.201904
	Iteration 10Q: 3 clusters Score -5584682 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5585430.000000 Penalty: 3474.201904
	Iteration 11Q: 3 clusters Score -5585430 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5585819.000000 Penalty: 3474.201904
	Iteration 12Q: 3 clusters Score -5585819 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5585960.000000 Penalty: 3474.201904
	Iteration 13Q: 3 clusters Score -5585960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5586057.000000 Penalty: 3474.201904
	Iteration 14Q: 3 clusters Score -5586057 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5586126.500000 Penalty: 3474.201904
	Iteration 15Q: 3 clusters Score -5586126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5586164.000000 Penalty: 3474.201904
	Iteration 16Q: 3 clusters Score -5586164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5586191.000000 Penalty: 3474.201904
	Iteration 17Q: 3 clusters Score -5586191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5586204.000000 Penalty: 3474.201904
	Iteration 18Q: 3 clusters Score -5586204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5586218.500000 Penalty: 3474.201904
	Iteration 19Q: 3 clusters Score -5586218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5586220.000000 Penalty: 3474.201904
	Iteration 20F: 3 clusters Score -5586220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5586221.500000 Penalty: 3474.201904
	Iteration 21Q: 3 clusters Score -5586222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5586226.000000 Penalty: 3474.201904
	Iteration 22Q: 3 clusters Score -5586226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5586226.000000 Penalty: 3474.201904
	Iteration 23F: 3 clusters Score -5586226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -173222.390625 Penalty: 1181.425781
	Iteration 0F: 2 clusters Score -173222.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -171528.125000 Penalty: 2362.851562
	Iteration 0F: 3 clusters Score -171528.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -171864.203125 Penalty: 2362.851562
	Iteration 1F: 3 clusters Score -171864.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -171955.187500 Penalty: 2362.851562
	Iteration 2F: 3 clusters Score -171955.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -172018.609375 Penalty: 2362.851562
	Iteration 3Q: 3 clusters Score -172018.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -172080.750000 Penalty: 2362.851562
	Iteration 4Q: 3 clusters Score -172080.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -172132.421875 Penalty: 2362.851562
	Iteration 5Q: 3 clusters Score -172132.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -172181.468750 Penalty: 2362.851562
	Iteration 6Q: 3 clusters Score -172181.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -172226.484375 Penalty: 2362.851562
	Iteration 7Q: 3 clusters Score -172226.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -172257.265625 Penalty: 2362.851562
	Iteration 8Q: 3 clusters Score -172257.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -172280.625000 Penalty: 2362.851562
	Iteration 9Q: 3 clusters Score -172280.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -172291.734375 Penalty: 2362.851562
	Iteration 10Q: 3 clusters Score -172291.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -172301.031250 Penalty: 2362.851562
	Iteration 11Q: 3 clusters Score -172301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -172308.062500 Penalty: 2362.851562
	Iteration 12Q: 3 clusters Score -172308.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -172317.031250 Penalty: 2362.851562
	Iteration 13Q: 3 clusters Score -172317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -172327.562500 Penalty: 2362.851562
	Iteration 14Q: 3 clusters Score -172327.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -172332.859375 Penalty: 2362.851562
	Iteration 15Q: 3 clusters Score -172332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -172334.265625 Penalty: 2362.851562
	Iteration 16Q: 3 clusters Score -172334.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -172336.953125 Penalty: 2362.851562
	Iteration 17Q: 3 clusters Score -172337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -172338.140625 Penalty: 2362.851562
	Iteration 18Q: 3 clusters Score -172338.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -172340.078125 Penalty: 2362.851562
	Iteration 19Q: 3 clusters Score -172340.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -172340.859375 Penalty: 2362.851562
	Iteration 20F: 3 clusters Score -172340.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -172341.515625 Penalty: 2362.851562
	Iteration 21Q: 3 clusters Score -172341.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -172344.125000 Penalty: 2362.851562
	Iteration 22Q: 3 clusters Score -172344.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -172346.718750 Penalty: 2362.851562
	Iteration 23Q: 3 clusters Score -172346.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -172349.093750 Penalty: 2362.851562
	Iteration 24Q: 3 clusters Score -172349.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -172351.093750 Penalty: 2362.851562
	Iteration 25Q: 3 clusters Score -172351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -172351.828125 Penalty: 2362.851562
	Iteration 26Q: 3 clusters Score -172351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -172351.828125 Penalty: 2362.851562
	Iteration 27F: 3 clusters Score -172351.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Entering Unmasked Estep 
Score: -809980.000000 Penalty: 1425.095459
	Iteration 0F: 2 clusters Score -809980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -805099.250000 Penalty: 2850.190918
	Iteration 0F: 3 clusters Score -805099.2 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -806535.375000 Penalty: 2850.190918
	Iteration 1F: 3 clusters Score -806535.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -806731.000000 Penalty: 2850.190918
	Iteration 2F: 3 clusters Score -806731 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -806873.937500 Penalty: 2850.190918
	Iteration 3F: 3 clusters Score -806873.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -807017.125000 Penalty: 2850.190918
	Iteration 4Q: 3 clusters Score -807017.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -807151.437500 Penalty: 2850.190918
	Iteration 5Q: 3 clusters Score -807151.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -807288.187500 Penalty: 2850.190918
	Iteration 6Q: 3 clusters Score -807288.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -807414.062500 Penalty: 2850.190918
	Iteration 7Q: 3 clusters Score -807414.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -807511.125000 Penalty: 2850.190918
	Iteration 8Q: 3 clusters Score -807511.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -807593.812500 Penalty: 2850.190918
	Iteration 9Q: 3 clusters Score -807593.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -807684.750000 Penalty: 2850.190918
	Iteration 10Q: 3 clusters Score -807684.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -807792.500000 Penalty: 2850.190918
	Iteration 11Q: 3 clusters Score -807792.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -807909.437500 Penalty: 2850.190918
	Iteration 12Q: 3 clusters Score -807909.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -808039.437500 Penalty: 2850.190918
	Iteration 13Q: 3 clusters Score -808039.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -808150.062500 Penalty: 2850.190918
	Iteration 14Q: 3 clusters Score -808150.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -808266.375000 Penalty: 2850.190918
	Iteration 15Q: 3 clusters Score -808266.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -808394.125000 Penalty: 2850.190918
	Iteration 16Q: 3 clusters Score -808394.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -808497.875000 Penalty: 2850.190918
	Iteration 17Q: 3 clusters Score -808497.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -808584.750000 Penalty: 2850.190918
	Iteration 18Q: 3 clusters Score -808584.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -808663.875000 Penalty: 2850.190918
	Iteration 19Q: 3 clusters Score -808663.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -808726.312500 Penalty: 2850.190918
	Iteration 20F: 3 clusters Score -808726.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -808769.187500 Penalty: 2850.190918
	Iteration 21Q: 3 clusters Score -808769.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -808805.125000 Penalty: 2850.190918
	Iteration 22Q: 3 clusters Score -808805.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -808837.562500 Penalty: 2850.190918
	Iteration 23Q: 3 clusters Score -808837.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -808867.375000 Penalty: 2850.190918
	Iteration 24Q: 3 clusters Score -808867.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -808894.937500 Penalty: 2850.190918
	Iteration 25Q: 3 clusters Score -808894.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -808919.312500 Penalty: 2850.190918
	Iteration 26Q: 3 clusters Score -808919.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -808937.875000 Penalty: 2850.190918
	Iteration 27Q: 3 clusters Score -808937.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -808947.562500 Penalty: 2850.190918
	Iteration 28Q: 3 clusters Score -808947.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -808952.625000 Penalty: 2850.190918
	Iteration 29Q: 3 clusters Score -808952.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -808956.812500 Penalty: 2850.190918
	Iteration 30Q: 3 clusters Score -808956.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -808961.437500 Penalty: 2850.190918
	Iteration 31Q: 3 clusters Score -808961.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -808962.687500 Penalty: 2850.190918
	Iteration 32Q: 3 clusters Score -808962.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -808966.250000 Penalty: 2850.190918
	Iteration 33Q: 3 clusters Score -808966.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -808968.000000 Penalty: 2850.190918
	Iteration 34Q: 3 clusters Score -808968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -808970.250000 Penalty: 2850.190918
	Iteration 35Q: 3 clusters Score -808970.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -808973.000000 Penalty: 2850.190918
	Iteration 36Q: 3 clusters Score -808973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -808974.812500 Penalty: 2850.190918
	Iteration 37Q: 3 clusters Score -808974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -808978.375000 Penalty: 2850.190918
	Iteration 38Q: 3 clusters Score -808978.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -808980.750000 Penalty: 2850.190918
	Iteration 39Q: 3 clusters Score -808980.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -808983.437500 Penalty: 2850.190918
	Iteration 40F: 3 clusters Score -808983.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -808985.125000 Penalty: 2850.190918
	Iteration 41Q: 3 clusters Score -808985.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -808987.312500 Penalty: 2850.190918
	Iteration 42Q: 3 clusters Score -808987.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -808986.937500 Penalty: 2850.190918
	Iteration 43Q: 3 clusters Score -808986.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -808989.625000 Penalty: 2850.190918
	Iteration 44Q: 3 clusters Score -808989.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -808989.625000 Penalty: 2850.190918
	Iteration 45F: 3 clusters Score -808989.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Entering Unmasked Estep 
Score: -677113.625000 Penalty: 1409.751343
	Iteration 0F: 2 clusters Score -677113.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -672628.375000 Penalty: 2819.502686
	Iteration 0F: 3 clusters Score -672628.4 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -674006.750000 Penalty: 2819.502686
	Iteration 1F: 3 clusters Score -674006.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -674260.750000 Penalty: 2819.502686
	Iteration 2F: 3 clusters Score -674260.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -674433.312500 Penalty: 2819.502686
	Iteration 3F: 3 clusters Score -674433.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -674583.437500 Penalty: 2819.502686
	Iteration 4Q: 3 clusters Score -674583.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -674712.625000 Penalty: 2819.502686
	Iteration 5Q: 3 clusters Score -674712.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -674815.687500 Penalty: 2819.502686
	Iteration 6Q: 3 clusters Score -674815.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -674908.875000 Penalty: 2819.502686
	Iteration 7Q: 3 clusters Score -674908.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -675021.437500 Penalty: 2819.502686
	Iteration 8Q: 3 clusters Score -675021.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -675124.750000 Penalty: 2819.502686
	Iteration 9Q: 3 clusters Score -675124.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -675216.687500 Penalty: 2819.502686
	Iteration 10Q: 3 clusters Score -675216.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -675302.375000 Penalty: 2819.502686
	Iteration 11Q: 3 clusters Score -675302.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -675376.062500 Penalty: 2819.502686
	Iteration 12Q: 3 clusters Score -675376.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -675454.937500 Penalty: 2819.502686
	Iteration 13Q: 3 clusters Score -675454.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -675510.750000 Penalty: 2819.502686
	Iteration 14Q: 3 clusters Score -675510.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -675555.062500 Penalty: 2819.502686
	Iteration 15Q: 3 clusters Score -675555.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -675589.562500 Penalty: 2819.502686
	Iteration 16Q: 3 clusters Score -675589.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -675616.750000 Penalty: 2819.502686
	Iteration 17Q: 3 clusters Score -675616.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -675646.187500 Penalty: 2819.502686
	Iteration 18Q: 3 clusters Score -675646.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -675662.125000 Penalty: 2819.502686
	Iteration 19Q: 3 clusters Score -675662.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -675677.375000 Penalty: 2819.502686
	Iteration 20F: 3 clusters Score -675677.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -675695.000000 Penalty: 2819.502686
	Iteration 21Q: 3 clusters Score -675695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -675713.187500 Penalty: 2819.502686
	Iteration 22Q: 3 clusters Score -675713.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -675732.000000 Penalty: 2819.502686
	Iteration 23Q: 3 clusters Score -675732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -675750.375000 Penalty: 2819.502686
	Iteration 24Q: 3 clusters Score -675750.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -675767.500000 Penalty: 2819.502686
	Iteration 25Q: 3 clusters Score -675767.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -675781.687500 Penalty: 2819.502686
	Iteration 26Q: 3 clusters Score -675781.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -675799.125000 Penalty: 2819.502686
	Iteration 27Q: 3 clusters Score -675799.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -675817.750000 Penalty: 2819.502686
	Iteration 28Q: 3 clusters Score -675817.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -675838.125000 Penalty: 2819.502686
	Iteration 29Q: 3 clusters Score -675838.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -675853.687500 Penalty: 2819.502686
	Iteration 30Q: 3 clusters Score -675853.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -675864.312500 Penalty: 2819.502686
	Iteration 31Q: 3 clusters Score -675864.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -675873.500000 Penalty: 2819.502686
	Iteration 32Q: 3 clusters Score -675873.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -675886.000000 Penalty: 2819.502686
	Iteration 33Q: 3 clusters Score -675886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -675897.687500 Penalty: 2819.502686
	Iteration 34Q: 3 clusters Score -675897.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -675906.500000 Penalty: 2819.502686
	Iteration 35Q: 3 clusters Score -675906.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -675917.062500 Penalty: 2819.502686
	Iteration 36Q: 3 clusters Score -675917.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -675928.250000 Penalty: 2819.502686
	Iteration 37Q: 3 clusters Score -675928.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -675937.687500 Penalty: 2819.502686
	Iteration 38Q: 3 clusters Score -675937.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -675956.187500 Penalty: 2819.502686
	Iteration 39Q: 3 clusters Score -675956.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -675965.000000 Penalty: 2819.502686
	Iteration 40F: 3 clusters Score -675965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -675977.937500 Penalty: 2819.502686
	Iteration 41Q: 3 clusters Score -675977.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -675989.625000 Penalty: 2819.502686
	Iteration 42Q: 3 clusters Score -675989.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -676004.937500 Penalty: 2819.502686
	Iteration 43Q: 3 clusters Score -676004.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -676016.000000 Penalty: 2819.502686
	Iteration 44Q: 3 clusters Score -676016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -676028.937500 Penalty: 2819.502686
	Iteration 45Q: 3 clusters Score -676028.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -676039.437500 Penalty: 2819.502686
	Iteration 46Q: 3 clusters Score -676039.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -676048.875000 Penalty: 2819.502686
	Iteration 47Q: 3 clusters Score -676048.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -676056.000000 Penalty: 2819.502686
	Iteration 48Q: 3 clusters Score -676056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -676059.625000 Penalty: 2819.502686
	Iteration 49Q: 3 clusters Score -676059.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -676065.500000 Penalty: 2819.502686
	Iteration 50Q: 3 clusters Score -676065.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -676075.000000 Penalty: 2819.502686
	Iteration 51Q: 3 clusters Score -676075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -676088.687500 Penalty: 2819.502686
	Iteration 52Q: 3 clusters Score -676088.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -676091.875000 Penalty: 2819.502686
	Iteration 53Q: 3 clusters Score -676091.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -676098.000000 Penalty: 2819.502686
	Iteration 54Q: 3 clusters Score -676098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -676105.312500 Penalty: 2819.502686
	Iteration 55Q: 3 clusters Score -676105.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -676110.875000 Penalty: 2819.502686
	Iteration 56Q: 3 clusters Score -676110.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -676117.812500 Penalty: 2819.502686
	Iteration 57Q: 3 clusters Score -676117.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -676121.375000 Penalty: 2819.502686
	Iteration 58Q: 3 clusters Score -676121.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -676124.125000 Penalty: 2819.502686
	Iteration 59Q: 3 clusters Score -676124.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -676127.812500 Penalty: 2819.502686
	Iteration 60F: 3 clusters Score -676127.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -676129.687500 Penalty: 2819.502686
	Iteration 61Q: 3 clusters Score -676129.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -676133.437500 Penalty: 2819.502686
	Iteration 62Q: 3 clusters Score -676133.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -676132.812500 Penalty: 2819.502686
	Iteration 63Q: 3 clusters Score -676132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -676134.687500 Penalty: 2819.502686
	Iteration 64Q: 3 clusters Score -676134.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -676135.062500 Penalty: 2819.502686
	Iteration 65Q: 3 clusters Score -676135.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -676136.375000 Penalty: 2819.502686
	Iteration 66Q: 3 clusters Score -676136.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -676137.562500 Penalty: 2819.502686
	Iteration 67Q: 3 clusters Score -676137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -676140.312500 Penalty: 2819.502686
	Iteration 68Q: 3 clusters Score -676140.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -676141.312500 Penalty: 2819.502686
	Iteration 69Q: 3 clusters Score -676141.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -676140.500000 Penalty: 2819.502686
	Iteration 70Q: 3 clusters Score -676140.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -676141.000000 Penalty: 2819.502686
	Iteration 71Q: 3 clusters Score -676141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -676141.062500 Penalty: 2819.502686
	Iteration 72Q: 3 clusters Score -676141.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -676142.812500 Penalty: 2819.502686
	Iteration 73Q: 3 clusters Score -676142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -676142.875000 Penalty: 2819.502686
	Iteration 74Q: 3 clusters Score -676142.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -676143.250000 Penalty: 2819.502686
	Iteration 75Q: 3 clusters Score -676143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -676145.250000 Penalty: 2819.502686
	Iteration 76Q: 3 clusters Score -676145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -676147.625000 Penalty: 2819.502686
	Iteration 77Q: 3 clusters Score -676147.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -676148.187500 Penalty: 2819.502686
	Iteration 78Q: 3 clusters Score -676148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -676149.375000 Penalty: 2819.502686
	Iteration 79Q: 3 clusters Score -676149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -676152.187500 Penalty: 2819.502686
	Iteration 80F: 3 clusters Score -676152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -676152.312500 Penalty: 2819.502686
	Iteration 81Q: 3 clusters Score -676152.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -676154.500000 Penalty: 2819.502686
	Iteration 82Q: 3 clusters Score -676154.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -676155.500000 Penalty: 2819.502686
	Iteration 83Q: 3 clusters Score -676155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -676156.937500 Penalty: 2819.502686
	Iteration 84Q: 3 clusters Score -676156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -676157.500000 Penalty: 2819.502686
	Iteration 85Q: 3 clusters Score -676157.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -676155.937500 Penalty: 2819.502686
	Iteration 86Q: 3 clusters Score -676155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -676156.687500 Penalty: 2819.502686
	Iteration 87Q: 3 clusters Score -676156.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -676158.375000 Penalty: 2819.502686
	Iteration 88Q: 3 clusters Score -676158.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -676160.437500 Penalty: 2819.502686
	Iteration 89Q: 3 clusters Score -676160.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -676161.625000 Penalty: 2819.502686
	Iteration 90Q: 3 clusters Score -676161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -676161.125000 Penalty: 2819.502686
	Iteration 91Q: 3 clusters Score -676161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -676162.500000 Penalty: 2819.502686
	Iteration 92Q: 3 clusters Score -676162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -676165.625000 Penalty: 2819.502686
	Iteration 93Q: 3 clusters Score -676165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -676166.125000 Penalty: 2819.502686
	Iteration 94Q: 3 clusters Score -676166.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -676167.437500 Penalty: 2819.502686
	Iteration 95Q: 3 clusters Score -676167.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -676167.187500 Penalty: 2819.502686
	Iteration 96Q: 3 clusters Score -676167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -676168.250000 Penalty: 2819.502686
	Iteration 97Q: 3 clusters Score -676168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -676170.000000 Penalty: 2819.502686
	Iteration 98Q: 3 clusters Score -676170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -676173.312500 Penalty: 2819.502686
	Iteration 99Q: 3 clusters Score -676173.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -676174.937500 Penalty: 2819.502686
	Iteration 100F: 3 clusters Score -676174.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -676175.312500 Penalty: 2819.502686
	Iteration 101Q: 3 clusters Score -676175.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -676178.812500 Penalty: 2819.502686
	Iteration 102Q: 3 clusters Score -676178.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -676183.250000 Penalty: 2819.502686
	Iteration 103Q: 3 clusters Score -676183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -676183.937500 Penalty: 2819.502686
	Iteration 104Q: 3 clusters Score -676183.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -676185.937500 Penalty: 2819.502686
	Iteration 105Q: 3 clusters Score -676185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -676186.375000 Penalty: 2819.502686
	Iteration 106Q: 3 clusters Score -676186.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -676189.125000 Penalty: 2819.502686
	Iteration 107Q: 3 clusters Score -676189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -676188.187500 Penalty: 2819.502686
	Iteration 108Q: 3 clusters Score -676188.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -676188.187500 Penalty: 2819.502686
	Iteration 109F: 3 clusters Score -676188.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Entering Unmasked Estep 
Score: -3454221.750000 Penalty: 1656.626709
	Iteration 0F: 2 clusters Score -3454222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3436224.500000 Penalty: 3313.253418
	Iteration 0F: 3 clusters Score -3436224 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3442816.500000 Penalty: 3313.253418
	Iteration 1F: 3 clusters Score -3442816 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3443405.250000 Penalty: 3313.253418
	Iteration 2F: 3 clusters Score -3443405 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -3444186.000000 Penalty: 3313.253418
	Iteration 3F: 3 clusters Score -3444186 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3445295.250000 Penalty: 3313.253418
	Iteration 4F: 3 clusters Score -3445295 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3446820.500000 Penalty: 3313.253418
	Iteration 5F: 3 clusters Score -3446820 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -3448484.250000 Penalty: 3313.253418
	Iteration 6F: 3 clusters Score -3448484 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3449952.250000 Penalty: 3313.253418
	Iteration 7F: 3 clusters Score -3449952 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3451107.000000 Penalty: 3313.253418
	Iteration 8Q: 3 clusters Score -3451107 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3451893.250000 Penalty: 3313.253418
	Iteration 9Q: 3 clusters Score -3451893 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3452438.750000 Penalty: 3313.253418
	Iteration 10Q: 3 clusters Score -3452439 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3452775.500000 Penalty: 3313.253418
	Iteration 11Q: 3 clusters Score -3452776 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3452957.500000 Penalty: 3313.253418
	Iteration 12Q: 3 clusters Score -3452958 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3453059.500000 Penalty: 3313.253418
	Iteration 13Q: 3 clusters Score -3453060 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3453113.250000 Penalty: 3313.253418
	Iteration 14Q: 3 clusters Score -3453113 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3453146.000000 Penalty: 3313.253418
	Iteration 15Q: 3 clusters Score -3453146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3453168.750000 Penalty: 3313.253418
	Iteration 16Q: 3 clusters Score -3453169 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -3453176.750000 Penalty: 3313.253418
	Iteration 17Q: 3 clusters Score -3453177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3453200.500000 Penalty: 3313.253418
	Iteration 18Q: 3 clusters Score -3453200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3453211.750000 Penalty: 3313.253418
	Iteration 19Q: 3 clusters Score -3453212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3453218.000000 Penalty: 3313.253418
	Iteration 20F: 3 clusters Score -3453218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3453227.500000 Penalty: 3313.253418
	Iteration 21Q: 3 clusters Score -3453228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3453228.000000 Penalty: 3313.253418
	Iteration 22Q: 3 clusters Score -3453228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3453232.750000 Penalty: 3313.253418
	Iteration 23Q: 3 clusters Score -3453233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3453235.750000 Penalty: 3313.253418
	Iteration 24Q: 3 clusters Score -3453236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3453235.250000 Penalty: 3313.253418
	Iteration 25Q: 3 clusters Score -3453235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3453237.000000 Penalty: 3313.253418
	Iteration 26Q: 3 clusters Score -3453237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3453234.500000 Penalty: 3313.253418
	Iteration 27Q: 3 clusters Score -3453234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3453238.500000 Penalty: 3313.253418
	Iteration 28Q: 3 clusters Score -3453238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3453237.750000 Penalty: 3313.253418
	Iteration 29Q: 3 clusters Score -3453238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3453239.500000 Penalty: 3313.253418
	Iteration 30Q: 3 clusters Score -3453240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -3453239.000000 Penalty: 3313.253418
	Iteration 31Q: 3 clusters Score -3453239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3453233.250000 Penalty: 3313.253418
	Iteration 32Q: 3 clusters Score -3453233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3453237.000000 Penalty: 3313.253418
	Iteration 33Q: 3 clusters Score -3453237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3453239.000000 Penalty: 3313.253418
	Iteration 34Q: 3 clusters Score -3453239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3453252.000000 Penalty: 3313.253418
	Iteration 35Q: 3 clusters Score -3453252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3453255.250000 Penalty: 3313.253418
	Iteration 36Q: 3 clusters Score -3453255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3453260.250000 Penalty: 3313.253418
	Iteration 37Q: 3 clusters Score -3453260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3453264.500000 Penalty: 3313.253418
	Iteration 38Q: 3 clusters Score -3453264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3453266.500000 Penalty: 3313.253418
	Iteration 39Q: 3 clusters Score -3453266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3453270.500000 Penalty: 3313.253418
	Iteration 40F: 3 clusters Score -3453270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3453272.500000 Penalty: 3313.253418
	Iteration 41Q: 3 clusters Score -3453272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -3453279.000000 Penalty: 3313.253418
	Iteration 42Q: 3 clusters Score -3453279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3453280.000000 Penalty: 3313.253418
	Iteration 43Q: 3 clusters Score -3453280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3453282.000000 Penalty: 3313.253418
	Iteration 44Q: 3 clusters Score -3453282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3453281.750000 Penalty: 3313.253418
	Iteration 45Q: 3 clusters Score -3453282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3453281.750000 Penalty: 3313.253418
	Iteration 46Q: 3 clusters Score -3453282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3453280.250000 Penalty: 3313.253418
	Iteration 47Q: 3 clusters Score -3453280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3453277.500000 Penalty: 3313.253418
	Iteration 48Q: 3 clusters Score -3453278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3453278.500000 Penalty: 3313.253418
	Iteration 49Q: 3 clusters Score -3453278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -3453282.000000 Penalty: 3313.253418
	Iteration 50Q: 3 clusters Score -3453282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3453277.500000 Penalty: 3313.253418
	Iteration 51Q: 3 clusters Score -3453278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3453276.500000 Penalty: 3313.253418
	Iteration 52Q: 3 clusters Score -3453276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3453276.750000 Penalty: 3313.253418
	Iteration 53Q: 3 clusters Score -3453277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3453276.750000 Penalty: 3313.253418
	Iteration 54F: 3 clusters Score -3453277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Entering Unmasked Estep 
Score: -2935471.250000 Penalty: 1631.483154
	Iteration 0F: 2 clusters Score -2935471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2919891.000000 Penalty: 3262.966309
	Iteration 0F: 3 clusters Score -2919891 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2925599.250000 Penalty: 3262.966309
	Iteration 1F: 3 clusters Score -2925599 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2925987.750000 Penalty: 3262.966309
	Iteration 2Q: 3 clusters Score -2925988 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2926382.250000 Penalty: 3262.966309
	Iteration 3Q: 3 clusters Score -2926382 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2926812.500000 Penalty: 3262.966309
	Iteration 4Q: 3 clusters Score -2926812 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2927314.250000 Penalty: 3262.966309
	Iteration 5Q: 3 clusters Score -2927314 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2927930.500000 Penalty: 3262.966309
	Iteration 6F: 3 clusters Score -2927930 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2928679.750000 Penalty: 3262.966309
	Iteration 7F: 3 clusters Score -2928680 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2929601.000000 Penalty: 3262.966309
	Iteration 8F: 3 clusters Score -2929601 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2930587.500000 Penalty: 3262.966309
	Iteration 9F: 3 clusters Score -2930588 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2931536.500000 Penalty: 3262.966309
	Iteration 10F: 3 clusters Score -2931536 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2932265.750000 Penalty: 3262.966309
	Iteration 11Q: 3 clusters Score -2932266 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2932764.750000 Penalty: 3262.966309
	Iteration 12Q: 3 clusters Score -2932765 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2933109.000000 Penalty: 3262.966309
	Iteration 13Q: 3 clusters Score -2933109 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2933351.500000 Penalty: 3262.966309
	Iteration 14Q: 3 clusters Score -2933352 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2933534.750000 Penalty: 3262.966309
	Iteration 15Q: 3 clusters Score -2933535 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2933646.500000 Penalty: 3262.966309
	Iteration 16Q: 3 clusters Score -2933646 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2933757.000000 Penalty: 3262.966309
	Iteration 17Q: 3 clusters Score -2933757 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2933847.500000 Penalty: 3262.966309
	Iteration 18Q: 3 clusters Score -2933848 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2933930.000000 Penalty: 3262.966309
	Iteration 19Q: 3 clusters Score -2933930 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2933983.000000 Penalty: 3262.966309
	Iteration 20F: 3 clusters Score -2933983 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2934022.250000 Penalty: 3262.966309
	Iteration 21Q: 3 clusters Score -2934022 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2934060.750000 Penalty: 3262.966309
	Iteration 22Q: 3 clusters Score -2934061 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2934074.000000 Penalty: 3262.966309
	Iteration 23Q: 3 clusters Score -2934074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2934086.500000 Penalty: 3262.966309
	Iteration 24Q: 3 clusters Score -2934086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2934100.750000 Penalty: 3262.966309
	Iteration 25Q: 3 clusters Score -2934101 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2934103.000000 Penalty: 3262.966309
	Iteration 26Q: 3 clusters Score -2934103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2934104.250000 Penalty: 3262.966309
	Iteration 27Q: 3 clusters Score -2934104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2934111.000000 Penalty: 3262.966309
	Iteration 28Q: 3 clusters Score -2934111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2934112.250000 Penalty: 3262.966309
	Iteration 29Q: 3 clusters Score -2934112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2934110.750000 Penalty: 3262.966309
	Iteration 30Q: 3 clusters Score -2934111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2934112.750000 Penalty: 3262.966309
	Iteration 31Q: 3 clusters Score -2934113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2934113.750000 Penalty: 3262.966309
	Iteration 32Q: 3 clusters Score -2934114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2934113.000000 Penalty: 3262.966309
	Iteration 33Q: 3 clusters Score -2934113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2934115.250000 Penalty: 3262.966309
	Iteration 34Q: 3 clusters Score -2934115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2934120.250000 Penalty: 3262.966309
	Iteration 35Q: 3 clusters Score -2934120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2934118.750000 Penalty: 3262.966309
	Iteration 36Q: 3 clusters Score -2934119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2934124.500000 Penalty: 3262.966309
	Iteration 37Q: 3 clusters Score -2934124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2934126.250000 Penalty: 3262.966309
	Iteration 38Q: 3 clusters Score -2934126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2934123.250000 Penalty: 3262.966309
	Iteration 39Q: 3 clusters Score -2934123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2934126.250000 Penalty: 3262.966309
	Iteration 40F: 3 clusters Score -2934126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2934126.000000 Penalty: 3262.966309
	Iteration 41Q: 3 clusters Score -2934126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2934124.750000 Penalty: 3262.966309
	Iteration 42Q: 3 clusters Score -2934125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2934129.750000 Penalty: 3262.966309
	Iteration 43Q: 3 clusters Score -2934130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2934131.000000 Penalty: 3262.966309
	Iteration 44Q: 3 clusters Score -2934131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2934130.500000 Penalty: 3262.966309
	Iteration 45Q: 3 clusters Score -2934130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2934129.000000 Penalty: 3262.966309
	Iteration 46Q: 3 clusters Score -2934129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2934127.000000 Penalty: 3262.966309
	Iteration 47Q: 3 clusters Score -2934127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2934128.750000 Penalty: 3262.966309
	Iteration 48Q: 3 clusters Score -2934129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2934128.000000 Penalty: 3262.966309
	Iteration 49Q: 3 clusters Score -2934128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2934128.000000 Penalty: 3262.966309
	Iteration 50F: 3 clusters Score -2934128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (120173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120173 members 
Entering Unmasked Estep 
Score: -15352199.000000 Penalty: 1900.711792
	Iteration 0F: 2 clusters Score -1.53522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 60252 members 
Entering Unmasked Estep 
Score: -15273422.000000 Penalty: 3801.423584
	Iteration 0F: 3 clusters Score -1.527342e+07 nChanged 57761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -15306834.000000 Penalty: 3801.423584
	Iteration 1F: 3 clusters Score -1.530683e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -15307604.000000 Penalty: 3801.423584
	Iteration 2Q: 3 clusters Score -1.53076e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -15308616.000000 Penalty: 3801.423584
	Iteration 3Q: 3 clusters Score -1.530862e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -15310117.000000 Penalty: 3801.423584
	Iteration 4Q: 3 clusters Score -1.531012e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -15312525.000000 Penalty: 3801.423584
	Iteration 5Q: 3 clusters Score -1.531252e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -15315596.000000 Penalty: 3801.423584
	Iteration 6Q: 3 clusters Score -1.53156e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 78094 members 
Entering Unmasked Estep 
Score: -15319943.000000 Penalty: 3801.423584
	Iteration 7F: 3 clusters Score -1.531994e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 84723 members 
Entering Unmasked Estep 
Score: -15325273.000000 Penalty: 3801.423584
	Iteration 8F: 3 clusters Score -1.532527e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 92139 members 
Entering Unmasked Estep 
Score: -15331186.000000 Penalty: 3801.423584
	Iteration 9F: 3 clusters Score -1.533119e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 99655 members 
Entering Unmasked Estep 
Score: -15336777.000000 Penalty: 3801.423584
	Iteration 10F: 3 clusters Score -1.533678e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 106272 members 
Entering Unmasked Estep 
Score: -15341488.000000 Penalty: 3801.423584
	Iteration 11F: 3 clusters Score -1.534149e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 111200 members 
Entering Unmasked Estep 
Score: -15345549.000000 Penalty: 3801.423584
	Iteration 12Q: 3 clusters Score -1.534555e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 114482 members 
Entering Unmasked Estep 
Score: -15348232.000000 Penalty: 3801.423584
	Iteration 13Q: 3 clusters Score -1.534823e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 116509 members 
Entering Unmasked Estep 
Score: -15349507.000000 Penalty: 3801.423584
	Iteration 14Q: 3 clusters Score -1.534951e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 117743 members 
Entering Unmasked Estep 
Score: -15350227.000000 Penalty: 3801.423584
	Iteration 15Q: 3 clusters Score -1.535023e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 118411 members 
Entering Unmasked Estep 
Score: -15350518.000000 Penalty: 3801.423584
	Iteration 16Q: 3 clusters Score -1.535052e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 118775 members 
Entering Unmasked Estep 
Score: -15350652.000000 Penalty: 3801.423584
	Iteration 17Q: 3 clusters Score -1.535065e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 118979 members 
Entering Unmasked Estep 
Score: -15350718.000000 Penalty: 3801.423584
	Iteration 18Q: 3 clusters Score -1.535072e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 119111 members 
Entering Unmasked Estep 
Score: -15350789.000000 Penalty: 3801.423584
	Iteration 19Q: 3 clusters Score -1.535079e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 119178 members 
Entering Unmasked Estep 
Score: -15350793.000000 Penalty: 3801.423584
	Iteration 20F: 3 clusters Score -1.535079e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 119230 members 
Entering Unmasked Estep 
Score: -15350805.000000 Penalty: 3801.423584
	Iteration 21Q: 3 clusters Score -1.53508e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 119282 members 
Entering Unmasked Estep 
Score: -15350828.000000 Penalty: 3801.423584
	Iteration 22Q: 3 clusters Score -1.535083e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 119324 members 
Entering Unmasked Estep 
Score: -15350838.000000 Penalty: 3801.423584
	Iteration 23Q: 3 clusters Score -1.535084e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 119365 members 
Entering Unmasked Estep 
Score: -15350862.000000 Penalty: 3801.423584
	Iteration 24Q: 3 clusters Score -1.535086e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 119395 members 
Entering Unmasked Estep 
Score: -15350880.000000 Penalty: 3801.423584
	Iteration 25Q: 3 clusters Score -1.535088e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 119416 members 
Entering Unmasked Estep 
Score: -15350889.000000 Penalty: 3801.423584
	Iteration 26Q: 3 clusters Score -1.535089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 119429 members 
Entering Unmasked Estep 
Score: -15350893.000000 Penalty: 3801.423584
	Iteration 27Q: 3 clusters Score -1.535089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 119439 members 
Entering Unmasked Estep 
Score: -15350891.000000 Penalty: 3801.423584
	Iteration 28Q: 3 clusters Score -1.535089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 119442 members 
Entering Unmasked Estep 
Score: -15350887.000000 Penalty: 3801.423584
	Iteration 29Q: 3 clusters Score -1.535089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 119448 members 
Entering Unmasked Estep 
Score: -15350888.000000 Penalty: 3801.423584
	Iteration 30Q: 3 clusters Score -1.535089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 119455 members 
Entering Unmasked Estep 
Score: -15350885.000000 Penalty: 3801.423584
	Iteration 31Q: 3 clusters Score -1.535088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 119455 members 
Entering Unmasked Estep 
Score: -15350890.000000 Penalty: 3801.423584
	Iteration 32Q: 3 clusters Score -1.535089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 119457 members 
Entering Unmasked Estep 
Score: -15350896.000000 Penalty: 3801.423584
	Iteration 33Q: 3 clusters Score -1.53509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 119458 members 
Entering Unmasked Estep 
Score: -15350896.000000 Penalty: 3801.423584
	Iteration 34Q: 3 clusters Score -1.53509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 119459 members 
Entering Unmasked Estep 
Score: -15350901.000000 Penalty: 3801.423584
	Iteration 35Q: 3 clusters Score -1.53509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 119462 members 
Entering Unmasked Estep 
Score: -15350896.000000 Penalty: 3801.423584
	Iteration 36Q: 3 clusters Score -1.53509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 119464 members 
Entering Unmasked Estep 
Score: -15350908.000000 Penalty: 3801.423584
	Iteration 37Q: 3 clusters Score -1.535091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 119461 members 
Entering Unmasked Estep 
Score: -15350899.000000 Penalty: 3801.423584
	Iteration 38Q: 3 clusters Score -1.53509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 119462 members 
Entering Unmasked Estep 
Score: -15350903.000000 Penalty: 3801.423584
	Iteration 39Q: 3 clusters Score -1.53509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 119462 members 
Entering Unmasked Estep 
Score: -15350902.000000 Penalty: 3801.423584
	Iteration 40F: 3 clusters Score -1.53509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 119466 members 
Entering Unmasked Estep 
Score: -15350903.000000 Penalty: 3801.423584
	Iteration 41Q: 3 clusters Score -1.53509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 119469 members 
Entering Unmasked Estep 
Score: -15350893.000000 Penalty: 3801.423584
	Iteration 42Q: 3 clusters Score -1.535089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 119473 members 
Entering Unmasked Estep 
Score: -15350896.000000 Penalty: 3801.423584
	Iteration 43Q: 3 clusters Score -1.53509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 119476 members 
Entering Unmasked Estep 
Score: -15350905.000000 Penalty: 3801.423584
	Iteration 44Q: 3 clusters Score -1.53509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 119479 members 
Entering Unmasked Estep 
Score: -15350908.000000 Penalty: 3801.423584
	Iteration 45Q: 3 clusters Score -1.535091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 119480 members 
Entering Unmasked Estep 
Score: -15350897.000000 Penalty: 3801.423584
	Iteration 46Q: 3 clusters Score -1.53509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 119480 members 
Entering Unmasked Estep 
Score: -15350902.000000 Penalty: 3801.423584
	Iteration 47Q: 3 clusters Score -1.53509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 119482 members 
Entering Unmasked Estep 
Score: -15350903.000000 Penalty: 3801.423584
	Iteration 48Q: 3 clusters Score -1.53509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 119486 members 
Entering Unmasked Estep 
Score: -15350891.000000 Penalty: 3801.423584
	Iteration 49Q: 3 clusters Score -1.535089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 119489 members 
Entering Unmasked Estep 
Score: -15350907.000000 Penalty: 3801.423584
	Iteration 50Q: 3 clusters Score -1.535091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 119493 members 
Entering Unmasked Estep 
Score: -15350899.000000 Penalty: 3801.423584
	Iteration 51Q: 3 clusters Score -1.53509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 119492 members 
Entering Unmasked Estep 
Score: -15350898.000000 Penalty: 3801.423584
	Iteration 52Q: 3 clusters Score -1.53509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 119492 members 
Entering Unmasked Estep 
Score: -15350898.000000 Penalty: 3801.423584
	Iteration 53F: 3 clusters Score -1.53509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Entering Unmasked Estep 
Score: -611244.875000 Penalty: 1394.643188
	Iteration 0F: 2 clusters Score -611244.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -607039.312500 Penalty: 2789.286377
	Iteration 0F: 3 clusters Score -607039.3 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -608466.187500 Penalty: 2789.286377
	Iteration 1F: 3 clusters Score -608466.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -608922.687500 Penalty: 2789.286377
	Iteration 2F: 3 clusters Score -608922.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -609295.437500 Penalty: 2789.286377
	Iteration 3F: 3 clusters Score -609295.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -609555.125000 Penalty: 2789.286377
	Iteration 4F: 3 clusters Score -609555.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -609785.062500 Penalty: 2789.286377
	Iteration 5F: 3 clusters Score -609785.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -609956.562500 Penalty: 2789.286377
	Iteration 6Q: 3 clusters Score -609956.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -610065.687500 Penalty: 2789.286377
	Iteration 7Q: 3 clusters Score -610065.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -610123.437500 Penalty: 2789.286377
	Iteration 8Q: 3 clusters Score -610123.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -610160.437500 Penalty: 2789.286377
	Iteration 9Q: 3 clusters Score -610160.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -610179.562500 Penalty: 2789.286377
	Iteration 10Q: 3 clusters Score -610179.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -610195.937500 Penalty: 2789.286377
	Iteration 11Q: 3 clusters Score -610195.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -610204.500000 Penalty: 2789.286377
	Iteration 12Q: 3 clusters Score -610204.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -610206.625000 Penalty: 2789.286377
	Iteration 13Q: 3 clusters Score -610206.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -610208.125000 Penalty: 2789.286377
	Iteration 14Q: 3 clusters Score -610208.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -610212.375000 Penalty: 2789.286377
	Iteration 15Q: 3 clusters Score -610212.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -610213.750000 Penalty: 2789.286377
	Iteration 16Q: 3 clusters Score -610213.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -610217.312500 Penalty: 2789.286377
	Iteration 17Q: 3 clusters Score -610217.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -610223.250000 Penalty: 2789.286377
	Iteration 18Q: 3 clusters Score -610223.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -610227.625000 Penalty: 2789.286377
	Iteration 19Q: 3 clusters Score -610227.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -610230.000000 Penalty: 2789.286377
	Iteration 20F: 3 clusters Score -610230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -610235.000000 Penalty: 2789.286377
	Iteration 21Q: 3 clusters Score -610235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -610238.125000 Penalty: 2789.286377
	Iteration 22Q: 3 clusters Score -610238.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -610239.437500 Penalty: 2789.286377
	Iteration 23Q: 3 clusters Score -610239.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -610241.750000 Penalty: 2789.286377
	Iteration 24Q: 3 clusters Score -610241.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -610243.437500 Penalty: 2789.286377
	Iteration 25Q: 3 clusters Score -610243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -610244.125000 Penalty: 2789.286377
	Iteration 26Q: 3 clusters Score -610244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -610244.375000 Penalty: 2789.286377
	Iteration 27Q: 3 clusters Score -610244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -610243.062500 Penalty: 2789.286377
	Iteration 28Q: 3 clusters Score -610243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -610245.187500 Penalty: 2789.286377
	Iteration 29Q: 3 clusters Score -610245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -610246.062500 Penalty: 2789.286377
	Iteration 30Q: 3 clusters Score -610246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -610245.250000 Penalty: 2789.286377
	Iteration 31Q: 3 clusters Score -610245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -610246.500000 Penalty: 2789.286377
	Iteration 32Q: 3 clusters Score -610246.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -610246.625000 Penalty: 2789.286377
	Iteration 33Q: 3 clusters Score -610246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -610247.250000 Penalty: 2789.286377
	Iteration 34Q: 3 clusters Score -610247.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -610248.062500 Penalty: 2789.286377
	Iteration 35Q: 3 clusters Score -610248.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -610248.062500 Penalty: 2789.286377
	Iteration 36F: 3 clusters Score -610248.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Entering Unmasked Estep 
Score: -582020.875000 Penalty: 1370.953003
	Iteration 0F: 2 clusters Score -582020.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -578246.562500 Penalty: 2741.906006
	Iteration 0F: 3 clusters Score -578246.6 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -579280.437500 Penalty: 2741.906006
	Iteration 1F: 3 clusters Score -579280.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -579445.687500 Penalty: 2741.906006
	Iteration 2F: 3 clusters Score -579445.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -579582.125000 Penalty: 2741.906006
	Iteration 3F: 3 clusters Score -579582.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -579699.312500 Penalty: 2741.906006
	Iteration 4Q: 3 clusters Score -579699.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -579814.812500 Penalty: 2741.906006
	Iteration 5Q: 3 clusters Score -579814.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -579941.687500 Penalty: 2741.906006
	Iteration 6Q: 3 clusters Score -579941.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -580069.000000 Penalty: 2741.906006
	Iteration 7Q: 3 clusters Score -580069 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -580195.562500 Penalty: 2741.906006
	Iteration 8Q: 3 clusters Score -580195.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -580287.062500 Penalty: 2741.906006
	Iteration 9Q: 3 clusters Score -580287.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -580384.250000 Penalty: 2741.906006
	Iteration 10Q: 3 clusters Score -580384.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -580461.125000 Penalty: 2741.906006
	Iteration 11Q: 3 clusters Score -580461.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -580528.000000 Penalty: 2741.906006
	Iteration 12Q: 3 clusters Score -580528 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -580579.687500 Penalty: 2741.906006
	Iteration 13Q: 3 clusters Score -580579.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -580620.187500 Penalty: 2741.906006
	Iteration 14Q: 3 clusters Score -580620.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -580646.125000 Penalty: 2741.906006
	Iteration 15Q: 3 clusters Score -580646.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -580668.812500 Penalty: 2741.906006
	Iteration 16Q: 3 clusters Score -580668.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -580690.437500 Penalty: 2741.906006
	Iteration 17Q: 3 clusters Score -580690.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -580712.437500 Penalty: 2741.906006
	Iteration 18Q: 3 clusters Score -580712.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -580739.000000 Penalty: 2741.906006
	Iteration 19Q: 3 clusters Score -580739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -580757.750000 Penalty: 2741.906006
	Iteration 20F: 3 clusters Score -580757.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -580776.312500 Penalty: 2741.906006
	Iteration 21Q: 3 clusters Score -580776.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -580787.937500 Penalty: 2741.906006
	Iteration 22Q: 3 clusters Score -580787.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -580794.312500 Penalty: 2741.906006
	Iteration 23Q: 3 clusters Score -580794.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -580806.250000 Penalty: 2741.906006
	Iteration 24Q: 3 clusters Score -580806.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -580819.625000 Penalty: 2741.906006
	Iteration 25Q: 3 clusters Score -580819.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -580826.625000 Penalty: 2741.906006
	Iteration 26Q: 3 clusters Score -580826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -580830.750000 Penalty: 2741.906006
	Iteration 27Q: 3 clusters Score -580830.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -580834.375000 Penalty: 2741.906006
	Iteration 28Q: 3 clusters Score -580834.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -580836.812500 Penalty: 2741.906006
	Iteration 29Q: 3 clusters Score -580836.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -580841.562500 Penalty: 2741.906006
	Iteration 30Q: 3 clusters Score -580841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -580843.812500 Penalty: 2741.906006
	Iteration 31Q: 3 clusters Score -580843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -580844.937500 Penalty: 2741.906006
	Iteration 32Q: 3 clusters Score -580844.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -580844.937500 Penalty: 2741.906006
	Iteration 33F: 3 clusters Score -580844.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Entering Unmasked Estep 
Score: -507669.281250 Penalty: 1354.896973
	Iteration 0F: 2 clusters Score -507669.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -504218.437500 Penalty: 2709.793945
	Iteration 0F: 3 clusters Score -504218.4 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -505267.406250 Penalty: 2709.793945
	Iteration 1F: 3 clusters Score -505267.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -505480.093750 Penalty: 2709.793945
	Iteration 2F: 3 clusters Score -505480.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -505637.500000 Penalty: 2709.793945
	Iteration 3F: 3 clusters Score -505637.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -505789.593750 Penalty: 2709.793945
	Iteration 4Q: 3 clusters Score -505789.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -505966.750000 Penalty: 2709.793945
	Iteration 5Q: 3 clusters Score -505966.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -506111.250000 Penalty: 2709.793945
	Iteration 6Q: 3 clusters Score -506111.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -506254.312500 Penalty: 2709.793945
	Iteration 7Q: 3 clusters Score -506254.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -506404.281250 Penalty: 2709.793945
	Iteration 8Q: 3 clusters Score -506404.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -506556.937500 Penalty: 2709.793945
	Iteration 9Q: 3 clusters Score -506556.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -506746.125000 Penalty: 2709.793945
	Iteration 10Q: 3 clusters Score -506746.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -506921.031250 Penalty: 2709.793945
	Iteration 11Q: 3 clusters Score -506921 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -507050.531250 Penalty: 2709.793945
	Iteration 12Q: 3 clusters Score -507050.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -507143.500000 Penalty: 2709.793945
	Iteration 13Q: 3 clusters Score -507143.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -507182.625000 Penalty: 2709.793945
	Iteration 14Q: 3 clusters Score -507182.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -507198.312500 Penalty: 2709.793945
	Iteration 15Q: 3 clusters Score -507198.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -507203.562500 Penalty: 2709.793945
	Iteration 16Q: 3 clusters Score -507203.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -507208.093750 Penalty: 2709.793945
	Iteration 17Q: 3 clusters Score -507208.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -507209.437500 Penalty: 2709.793945
	Iteration 18Q: 3 clusters Score -507209.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -507209.906250 Penalty: 2709.793945
	Iteration 19Q: 3 clusters Score -507209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -507209.750000 Penalty: 2709.793945
	Iteration 20F: 3 clusters Score -507209.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -109279.750000 Penalty: 1117.392944
	Iteration 0F: 2 clusters Score -109279.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -107876.242188 Penalty: 2234.785889
	Iteration 0F: 3 clusters Score -107876.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108104.734375 Penalty: 2234.785889
	Iteration 1F: 3 clusters Score -108104.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108175.031250 Penalty: 2234.785889
	Iteration 2F: 3 clusters Score -108175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108216.156250 Penalty: 2234.785889
	Iteration 3Q: 3 clusters Score -108216.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -108235.101562 Penalty: 2234.785889
	Iteration 4Q: 3 clusters Score -108235.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -108254.203125 Penalty: 2234.785889
	Iteration 5Q: 3 clusters Score -108254.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -108280.437500 Penalty: 2234.785889
	Iteration 6Q: 3 clusters Score -108280.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -108306.210938 Penalty: 2234.785889
	Iteration 7Q: 3 clusters Score -108306.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -108330.898438 Penalty: 2234.785889
	Iteration 8Q: 3 clusters Score -108330.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -108343.312500 Penalty: 2234.785889
	Iteration 9Q: 3 clusters Score -108343.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -108356.835938 Penalty: 2234.785889
	Iteration 10Q: 3 clusters Score -108356.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -108374.171875 Penalty: 2234.785889
	Iteration 11Q: 3 clusters Score -108374.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -108384.546875 Penalty: 2234.785889
	Iteration 12Q: 3 clusters Score -108384.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108395.828125 Penalty: 2234.785889
	Iteration 13Q: 3 clusters Score -108395.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -108400.359375 Penalty: 2234.785889
	Iteration 14Q: 3 clusters Score -108400.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -108406.710938 Penalty: 2234.785889
	Iteration 15Q: 3 clusters Score -108406.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -108417.218750 Penalty: 2234.785889
	Iteration 16Q: 3 clusters Score -108417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -108425.250000 Penalty: 2234.785889
	Iteration 17Q: 3 clusters Score -108425.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -108446.765625 Penalty: 2234.785889
	Iteration 18Q: 3 clusters Score -108446.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -108463.515625 Penalty: 2234.785889
	Iteration 19Q: 3 clusters Score -108463.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -108473.476562 Penalty: 2234.785889
	Iteration 20F: 3 clusters Score -108473.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -108476.554688 Penalty: 2234.785889
	Iteration 21Q: 3 clusters Score -108476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -108477.273438 Penalty: 2234.785889
	Iteration 22Q: 3 clusters Score -108477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -108478.062500 Penalty: 2234.785889
	Iteration 23Q: 3 clusters Score -108478.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -108478.062500 Penalty: 2234.785889
	Iteration 24F: 3 clusters Score -108478.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -22504.503906 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -22504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21719.560547 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -21719.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21843.769531 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -21843.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21881.267578 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -21881.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21903.353516 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -21903.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21906.960938 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -21906.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -21910.482422 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -21910.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -21912.214844 Penalty: 1740.890625
	Iteration 6Q: 3 clusters Score -21912.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -21912.214844 Penalty: 1740.890625
	Iteration 7F: 3 clusters Score -21912.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (33800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Entering Unmasked Estep 
Score: -4289123.000000 Penalty: 1694.585083
	Iteration 0F: 2 clusters Score -4289123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -4266432.000000 Penalty: 3389.170166
	Iteration 0F: 3 clusters Score -4266432 nChanged 15722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -4275511.000000 Penalty: 3389.170166
	Iteration 1F: 3 clusters Score -4275511 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -4276092.500000 Penalty: 3389.170166
	Iteration 2Q: 3 clusters Score -4276092 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -4276966.500000 Penalty: 3389.170166
	Iteration 3F: 3 clusters Score -4276966 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -4278226.500000 Penalty: 3389.170166
	Iteration 4F: 3 clusters Score -4278226 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -4279953.500000 Penalty: 3389.170166
	Iteration 5F: 3 clusters Score -4279954 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4281796.000000 Penalty: 3389.170166
	Iteration 6F: 3 clusters Score -4281796 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -4283350.000000 Penalty: 3389.170166
	Iteration 7F: 3 clusters Score -4283350 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -4284495.500000 Penalty: 3389.170166
	Iteration 8Q: 3 clusters Score -4284496 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -4285319.500000 Penalty: 3389.170166
	Iteration 9Q: 3 clusters Score -4285320 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4285819.500000 Penalty: 3389.170166
	Iteration 10Q: 3 clusters Score -4285820 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -4286123.000000 Penalty: 3389.170166
	Iteration 11Q: 3 clusters Score -4286123 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -4286304.500000 Penalty: 3389.170166
	Iteration 12Q: 3 clusters Score -4286304 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -4286410.500000 Penalty: 3389.170166
	Iteration 13Q: 3 clusters Score -4286410 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -4286515.000000 Penalty: 3389.170166
	Iteration 14Q: 3 clusters Score -4286515 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -4286559.500000 Penalty: 3389.170166
	Iteration 15Q: 3 clusters Score -4286560 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -4286618.000000 Penalty: 3389.170166
	Iteration 16Q: 3 clusters Score -4286618 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -4286655.500000 Penalty: 3389.170166
	Iteration 17Q: 3 clusters Score -4286656 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -4286702.000000 Penalty: 3389.170166
	Iteration 18Q: 3 clusters Score -4286702 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -4286725.000000 Penalty: 3389.170166
	Iteration 19Q: 3 clusters Score -4286725 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -4286761.000000 Penalty: 3389.170166
	Iteration 20F: 3 clusters Score -4286761 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -4286768.000000 Penalty: 3389.170166
	Iteration 21Q: 3 clusters Score -4286768 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -4286794.000000 Penalty: 3389.170166
	Iteration 22Q: 3 clusters Score -4286794 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -4286808.000000 Penalty: 3389.170166
	Iteration 23Q: 3 clusters Score -4286808 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -4286826.500000 Penalty: 3389.170166
	Iteration 24Q: 3 clusters Score -4286826 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -4286849.000000 Penalty: 3389.170166
	Iteration 25Q: 3 clusters Score -4286849 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -4286860.500000 Penalty: 3389.170166
	Iteration 26Q: 3 clusters Score -4286860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -4286874.000000 Penalty: 3389.170166
	Iteration 27Q: 3 clusters Score -4286874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -4286892.000000 Penalty: 3389.170166
	Iteration 28Q: 3 clusters Score -4286892 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -4286899.000000 Penalty: 3389.170166
	Iteration 29Q: 3 clusters Score -4286899 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -4286920.000000 Penalty: 3389.170166
	Iteration 30Q: 3 clusters Score -4286920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -4286930.500000 Penalty: 3389.170166
	Iteration 31Q: 3 clusters Score -4286930 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -4286943.000000 Penalty: 3389.170166
	Iteration 32Q: 3 clusters Score -4286943 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -4286968.500000 Penalty: 3389.170166
	Iteration 33Q: 3 clusters Score -4286968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -4286986.500000 Penalty: 3389.170166
	Iteration 34Q: 3 clusters Score -4286986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -4286987.000000 Penalty: 3389.170166
	Iteration 35Q: 3 clusters Score -4286987 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -4286980.500000 Penalty: 3389.170166
	Iteration 36Q: 3 clusters Score -4286980 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -4286998.000000 Penalty: 3389.170166
	Iteration 37Q: 3 clusters Score -4286998 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -4287015.500000 Penalty: 3389.170166
	Iteration 38Q: 3 clusters Score -4287016 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -4287025.500000 Penalty: 3389.170166
	Iteration 39Q: 3 clusters Score -4287026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -4287033.500000 Penalty: 3389.170166
	Iteration 40F: 3 clusters Score -4287034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -4287047.500000 Penalty: 3389.170166
	Iteration 41Q: 3 clusters Score -4287048 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -4287066.000000 Penalty: 3389.170166
	Iteration 42Q: 3 clusters Score -4287066 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -4287060.000000 Penalty: 3389.170166
	Iteration 43Q: 3 clusters Score -4287060 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -4287063.500000 Penalty: 3389.170166
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4287127 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4287163 nChanged 49
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Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4287162 nChanged 35
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Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4287178 nChanged 33
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Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29240 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29281 members 
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Mstep: Class 1 contains 29322 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29354 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29384 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29440 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29529 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29578 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29677 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29725 members 
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Mstep: Class 1 contains 29781 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29838 members 
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Mstep: Class 1 contains 29900 members 
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	Iteration 80F: 3 clusters Score -4287271 nChanged 66
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Mstep: Class 1 contains 30019 members 
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Mstep: Class 1 contains 30231 members 
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Mstep: Class 1 contains 30370 members 
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	Iteration 86Q: 3 clusters Score -4287331 nChanged 83
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Mstep: Class 1 contains 30451 members 
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	Iteration 87Q: 3 clusters Score -4287352 nChanged 78
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Mstep: Class 1 contains 30529 members 
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Mstep: Class 1 contains 30612 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4287384 nChanged 85
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Mstep: Class 1 contains 30695 members 
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Mstep: Class 1 contains 30772 members 
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Mstep: Class 1 contains 30843 members 
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Mstep: Class 1 contains 30919 members 
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Mstep: Class 1 contains 30979 members 
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	Iteration 94Q: 3 clusters Score -4287454 nChanged 63
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4287497 nChanged 54
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Mstep: Class 1 contains 31331 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31366 members 
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Mstep: Class 1 contains 31431 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4287519 nChanged 24
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4287524 nChanged 26
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4287521 nChanged 18
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4287526 nChanged 21
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4287532 nChanged 23
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4287540 nChanged 25
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	Iteration 112Q: 3 clusters Score -4287544 nChanged 37
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4287556 nChanged 28
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	Iteration 115Q: 3 clusters Score -4287570 nChanged 26
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Score: -4287596.500000 Penalty: 3389.170166
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	Iteration 124Q: 3 clusters Score -4287602 nChanged 12
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	Iteration 125Q: 3 clusters Score -4287600 nChanged 12
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	Iteration 126Q: 3 clusters Score -4287606 nChanged 16
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	Iteration 127Q: 3 clusters Score -4287602 nChanged 13
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	Iteration 128Q: 3 clusters Score -4287592 nChanged 13
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	Iteration 129Q: 3 clusters Score -4287596 nChanged 16
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	Iteration 130Q: 3 clusters Score -4287594 nChanged 17
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	Iteration 131Q: 3 clusters Score -4287600 nChanged 23
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	Iteration 132Q: 3 clusters Score -4287606 nChanged 23
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	Iteration 133Q: 3 clusters Score -4287606 nChanged 21
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	Iteration 134Q: 3 clusters Score -4287614 nChanged 17
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	Iteration 135Q: 3 clusters Score -4287620 nChanged 16
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	Iteration 136Q: 3 clusters Score -4287621 nChanged 6
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	Iteration 137Q: 3 clusters Score -4287622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4287620.000000 Penalty: 3389.170166
	Iteration 138Q: 3 clusters Score -4287620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4287620.500000 Penalty: 3389.170166
	Iteration 139Q: 3 clusters Score -4287620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4287617.500000 Penalty: 3389.170166
	Iteration 140F: 3 clusters Score -4287618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4287622.000000 Penalty: 3389.170166
	Iteration 141Q: 3 clusters Score -4287622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4287616.500000 Penalty: 3389.170166
	Iteration 142Q: 3 clusters Score -4287616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4287627.500000 Penalty: 3389.170166
	Iteration 143Q: 3 clusters Score -4287628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4287634.000000 Penalty: 3389.170166
	Iteration 144Q: 3 clusters Score -4287634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4287639.000000 Penalty: 3389.170166
	Iteration 145Q: 3 clusters Score -4287639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4287643.000000 Penalty: 3389.170166
	Iteration 146Q: 3 clusters Score -4287643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4287642.000000 Penalty: 3389.170166
	Iteration 147Q: 3 clusters Score -4287642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4287642.500000 Penalty: 3389.170166
	Iteration 148Q: 3 clusters Score -4287642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4287644.000000 Penalty: 3389.170166
	Iteration 149Q: 3 clusters Score -4287644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4287647.000000 Penalty: 3389.170166
	Iteration 150Q: 3 clusters Score -4287647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4287650.500000 Penalty: 3389.170166
	Iteration 151Q: 3 clusters Score -4287650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4287652.000000 Penalty: 3389.170166
	Iteration 152Q: 3 clusters Score -4287652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4287652.000000 Penalty: 3389.170166
	Iteration 153Q: 3 clusters Score -4287652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4287655.500000 Penalty: 3389.170166
	Iteration 154Q: 3 clusters Score -4287656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4287652.500000 Penalty: 3389.170166
	Iteration 155Q: 3 clusters Score -4287652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4287658.000000 Penalty: 3389.170166
	Iteration 156Q: 3 clusters Score -4287658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4287662.000000 Penalty: 3389.170166
	Iteration 157Q: 3 clusters Score -4287662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4287661.000000 Penalty: 3389.170166
	Iteration 158Q: 3 clusters Score -4287661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4287661.500000 Penalty: 3389.170166
	Iteration 159Q: 3 clusters Score -4287662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4287662.500000 Penalty: 3389.170166
	Iteration 160F: 3 clusters Score -4287662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4287663.500000 Penalty: 3389.170166
	Iteration 161Q: 3 clusters Score -4287664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4287663.000000 Penalty: 3389.170166
	Iteration 162Q: 3 clusters Score -4287663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4287662.500000 Penalty: 3389.170166
	Iteration 163Q: 3 clusters Score -4287662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4287662.500000 Penalty: 3389.170166
	Iteration 164F: 3 clusters Score -4287662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83527 members 
Entering Unmasked Estep 
Score: -10710379.000000 Penalty: 1841.600342
	Iteration 0F: 2 clusters Score -1.071038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -10655444.000000 Penalty: 3683.200684
	Iteration 0F: 3 clusters Score -1.065544e+07 nChanged 39840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -10677880.000000 Penalty: 3683.200684
	Iteration 1F: 3 clusters Score -1.067788e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -10678392.000000 Penalty: 3683.200684
	Iteration 2Q: 3 clusters Score -1.067839e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -10678961.000000 Penalty: 3683.200684
	Iteration 3Q: 3 clusters Score -1.067896e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -10679639.000000 Penalty: 3683.200684
	Iteration 4Q: 3 clusters Score -1.067964e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -10680499.000000 Penalty: 3683.200684
	Iteration 5Q: 3 clusters Score -1.06805e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -10681935.000000 Penalty: 3683.200684
	Iteration 6Q: 3 clusters Score -1.068194e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -10684305.000000 Penalty: 3683.200684
	Iteration 7F: 3 clusters Score -1.06843e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -10688373.000000 Penalty: 3683.200684
	Iteration 8F: 3 clusters Score -1.068837e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -10694457.000000 Penalty: 3683.200684
	Iteration 9F: 3 clusters Score -1.069446e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -10700976.000000 Penalty: 3683.200684
	Iteration 10F: 3 clusters Score -1.070098e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 79863 members 
Entering Unmasked Estep 
Score: -10705423.000000 Penalty: 3683.200684
	Iteration 11F: 3 clusters Score -1.070542e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 82167 members 
Entering Unmasked Estep 
Score: -10707496.000000 Penalty: 3683.200684
	Iteration 12Q: 3 clusters Score -1.07075e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 83014 members 
Entering Unmasked Estep 
Score: -10708278.000000 Penalty: 3683.200684
	Iteration 13Q: 3 clusters Score -1.070828e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 83264 members 
Entering Unmasked Estep 
Score: -10708557.000000 Penalty: 3683.200684
	Iteration 14Q: 3 clusters Score -1.070856e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 83324 members 
Entering Unmasked Estep 
Score: -10708624.000000 Penalty: 3683.200684
	Iteration 15Q: 3 clusters Score -1.070862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 83337 members 
Entering Unmasked Estep 
Score: -10708655.000000 Penalty: 3683.200684
	Iteration 16Q: 3 clusters Score -1.070866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -10708700.000000 Penalty: 3683.200684
	Iteration 17Q: 3 clusters Score -1.07087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -10708716.000000 Penalty: 3683.200684
	Iteration 18Q: 3 clusters Score -1.070872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -10708711.000000 Penalty: 3683.200684
	Iteration 19Q: 3 clusters Score -1.070871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -10708722.000000 Penalty: 3683.200684
	Iteration 20F: 3 clusters Score -1.070872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -10708726.000000 Penalty: 3683.200684
	Iteration 21Q: 3 clusters Score -1.070873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 83350 members 
Entering Unmasked Estep 
Score: -10708730.000000 Penalty: 3683.200684
	Iteration 22Q: 3 clusters Score -1.070873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 83352 members 
Entering Unmasked Estep 
Score: -10708741.000000 Penalty: 3683.200684
	Iteration 23Q: 3 clusters Score -1.070874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 83356 members 
Entering Unmasked Estep 
Score: -10708752.000000 Penalty: 3683.200684
	Iteration 24Q: 3 clusters Score -1.070875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 83358 members 
Entering Unmasked Estep 
Score: -10708764.000000 Penalty: 3683.200684
	Iteration 25Q: 3 clusters Score -1.070876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 83362 members 
Entering Unmasked Estep 
Score: -10708767.000000 Penalty: 3683.200684
	Iteration 26Q: 3 clusters Score -1.070877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -10708777.000000 Penalty: 3683.200684
	Iteration 27Q: 3 clusters Score -1.070878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 83364 members 
Entering Unmasked Estep 
Score: -10708780.000000 Penalty: 3683.200684
	Iteration 28Q: 3 clusters Score -1.070878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 83364 members 
Entering Unmasked Estep 
Score: -10708780.000000 Penalty: 3683.200684
	Iteration 29F: 3 clusters Score -1.070878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Entering Unmasked Estep 
Score: -442702.531250 Penalty: 1327.976807
	Iteration 0F: 2 clusters Score -442702.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -439679.906250 Penalty: 2655.953613
	Iteration 0F: 3 clusters Score -439679.9 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -440486.312500 Penalty: 2655.953613
	Iteration 1F: 3 clusters Score -440486.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -440710.468750 Penalty: 2655.953613
	Iteration 2F: 3 clusters Score -440710.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -440906.062500 Penalty: 2655.953613
	Iteration 3F: 3 clusters Score -440906.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -441094.562500 Penalty: 2655.953613
	Iteration 4F: 3 clusters Score -441094.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -441311.875000 Penalty: 2655.953613
	Iteration 5F: 3 clusters Score -441311.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -441509.750000 Penalty: 2655.953613
	Iteration 6F: 3 clusters Score -441509.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -441659.875000 Penalty: 2655.953613
	Iteration 7Q: 3 clusters Score -441659.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -441757.687500 Penalty: 2655.953613
	Iteration 8Q: 3 clusters Score -441757.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -441824.875000 Penalty: 2655.953613
	Iteration 9Q: 3 clusters Score -441824.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -441861.593750 Penalty: 2655.953613
	Iteration 10Q: 3 clusters Score -441861.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -441883.593750 Penalty: 2655.953613
	Iteration 11Q: 3 clusters Score -441883.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -441902.437500 Penalty: 2655.953613
	Iteration 12Q: 3 clusters Score -441902.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -441911.375000 Penalty: 2655.953613
	Iteration 13Q: 3 clusters Score -441911.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -441917.968750 Penalty: 2655.953613
	Iteration 14Q: 3 clusters Score -441918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -441923.000000 Penalty: 2655.953613
	Iteration 15Q: 3 clusters Score -441923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -441929.437500 Penalty: 2655.953613
	Iteration 16Q: 3 clusters Score -441929.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -441934.062500 Penalty: 2655.953613
	Iteration 17Q: 3 clusters Score -441934.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -441939.218750 Penalty: 2655.953613
	Iteration 18Q: 3 clusters Score -441939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -441939.812500 Penalty: 2655.953613
	Iteration 19Q: 3 clusters Score -441939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -441941.062500 Penalty: 2655.953613
	Iteration 20F: 3 clusters Score -441941.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -441942.968750 Penalty: 2655.953613
	Iteration 21Q: 3 clusters Score -441943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -441944.781250 Penalty: 2655.953613
	Iteration 22Q: 3 clusters Score -441944.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -441946.656250 Penalty: 2655.953613
	Iteration 23Q: 3 clusters Score -441946.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -441948.843750 Penalty: 2655.953613
	Iteration 24Q: 3 clusters Score -441948.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -441951.593750 Penalty: 2655.953613
	Iteration 25Q: 3 clusters Score -441951.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -441953.593750 Penalty: 2655.953613
	Iteration 26Q: 3 clusters Score -441953.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -441954.906250 Penalty: 2655.953613
	Iteration 27Q: 3 clusters Score -441954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -441955.375000 Penalty: 2655.953613
	Iteration 28Q: 3 clusters Score -441955.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -441955.375000 Penalty: 2655.953613
	Iteration 29F: 3 clusters Score -441955.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Entering Unmasked Estep 
Score: -736183.937500 Penalty: 1405.022095
	Iteration 0F: 2 clusters Score -736183.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -731796.250000 Penalty: 2810.044189
	Iteration 0F: 3 clusters Score -731796.2 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -733033.125000 Penalty: 2810.044189
	Iteration 1F: 3 clusters Score -733033.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -733221.375000 Penalty: 2810.044189
	Iteration 2F: 3 clusters Score -733221.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -733353.750000 Penalty: 2810.044189
	Iteration 3Q: 3 clusters Score -733353.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -733458.625000 Penalty: 2810.044189
	Iteration 4Q: 3 clusters Score -733458.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -733547.187500 Penalty: 2810.044189
	Iteration 5Q: 3 clusters Score -733547.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -733625.812500 Penalty: 2810.044189
	Iteration 6Q: 3 clusters Score -733625.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -733695.187500 Penalty: 2810.044189
	Iteration 7Q: 3 clusters Score -733695.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -733756.062500 Penalty: 2810.044189
	Iteration 8Q: 3 clusters Score -733756.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -733816.437500 Penalty: 2810.044189
	Iteration 9Q: 3 clusters Score -733816.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -733906.562500 Penalty: 2810.044189
	Iteration 10Q: 3 clusters Score -733906.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -734025.062500 Penalty: 2810.044189
	Iteration 11Q: 3 clusters Score -734025.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -734173.625000 Penalty: 2810.044189
	Iteration 12Q: 3 clusters Score -734173.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -734321.250000 Penalty: 2810.044189
	Iteration 13Q: 3 clusters Score -734321.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -734464.125000 Penalty: 2810.044189
	Iteration 14Q: 3 clusters Score -734464.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -734573.500000 Penalty: 2810.044189
	Iteration 15Q: 3 clusters Score -734573.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -734660.812500 Penalty: 2810.044189
	Iteration 16Q: 3 clusters Score -734660.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -734709.187500 Penalty: 2810.044189
	Iteration 17Q: 3 clusters Score -734709.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -734742.250000 Penalty: 2810.044189
	Iteration 18Q: 3 clusters Score -734742.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -734765.875000 Penalty: 2810.044189
	Iteration 19Q: 3 clusters Score -734765.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -734782.937500 Penalty: 2810.044189
	Iteration 20F: 3 clusters Score -734782.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -734796.562500 Penalty: 2810.044189
	Iteration 21Q: 3 clusters Score -734796.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -734810.062500 Penalty: 2810.044189
	Iteration 22Q: 3 clusters Score -734810.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -734821.500000 Penalty: 2810.044189
	Iteration 23Q: 3 clusters Score -734821.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -734825.750000 Penalty: 2810.044189
	Iteration 24Q: 3 clusters Score -734825.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -734831.812500 Penalty: 2810.044189
	Iteration 25Q: 3 clusters Score -734831.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -734833.062500 Penalty: 2810.044189
	Iteration 26Q: 3 clusters Score -734833.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -734839.625000 Penalty: 2810.044189
	Iteration 27Q: 3 clusters Score -734839.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -734839.062500 Penalty: 2810.044189
	Iteration 28Q: 3 clusters Score -734839.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -734844.875000 Penalty: 2810.044189
	Iteration 29Q: 3 clusters Score -734844.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -734847.750000 Penalty: 2810.044189
	Iteration 30Q: 3 clusters Score -734847.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -734850.312500 Penalty: 2810.044189
	Iteration 31Q: 3 clusters Score -734850.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -734854.187500 Penalty: 2810.044189
	Iteration 32Q: 3 clusters Score -734854.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -734854.312500 Penalty: 2810.044189
	Iteration 33Q: 3 clusters Score -734854.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -734854.812500 Penalty: 2810.044189
	Iteration 34Q: 3 clusters Score -734854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -734854.812500 Penalty: 2810.044189
	Iteration 35Q: 3 clusters Score -734854.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -734857.250000 Penalty: 2810.044189
	Iteration 36Q: 3 clusters Score -734857.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -734856.000000 Penalty: 2810.044189
	Iteration 37Q: 3 clusters Score -734856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -734856.437500 Penalty: 2810.044189
	Iteration 38Q: 3 clusters Score -734856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -734857.062500 Penalty: 2810.044189
	Iteration 39Q: 3 clusters Score -734857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -734858.500000 Penalty: 2810.044189
	Iteration 40F: 3 clusters Score -734858.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -734859.875000 Penalty: 2810.044189
	Iteration 41Q: 3 clusters Score -734859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -734860.875000 Penalty: 2810.044189
	Iteration 42Q: 3 clusters Score -734860.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -734859.750000 Penalty: 2810.044189
	Iteration 43Q: 3 clusters Score -734859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -734861.250000 Penalty: 2810.044189
	Iteration 44Q: 3 clusters Score -734861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -734860.687500 Penalty: 2810.044189
	Iteration 45Q: 3 clusters Score -734860.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -734860.937500 Penalty: 2810.044189
	Iteration 46Q: 3 clusters Score -734860.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -734860.875000 Penalty: 2810.044189
	Iteration 47Q: 3 clusters Score -734860.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -734861.250000 Penalty: 2810.044189
	Iteration 48Q: 3 clusters Score -734861.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -734862.625000 Penalty: 2810.044189
	Iteration 49Q: 3 clusters Score -734862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -734863.187500 Penalty: 2810.044189
	Iteration 50Q: 3 clusters Score -734863.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -734862.437500 Penalty: 2810.044189
	Iteration 51Q: 3 clusters Score -734862.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -734863.562500 Penalty: 2810.044189
	Iteration 52Q: 3 clusters Score -734863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -734862.500000 Penalty: 2810.044189
	Iteration 53Q: 3 clusters Score -734862.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -734863.750000 Penalty: 2810.044189
	Iteration 54Q: 3 clusters Score -734863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -734863.500000 Penalty: 2810.044189
	Iteration 55Q: 3 clusters Score -734863.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -734865.625000 Penalty: 2810.044189
	Iteration 56Q: 3 clusters Score -734865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -734866.062500 Penalty: 2810.044189
	Iteration 57Q: 3 clusters Score -734866.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -734865.875000 Penalty: 2810.044189
	Iteration 58Q: 3 clusters Score -734865.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -734867.937500 Penalty: 2810.044189
	Iteration 59Q: 3 clusters Score -734867.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -734868.437500 Penalty: 2810.044189
	Iteration 60F: 3 clusters Score -734868.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -734869.125000 Penalty: 2810.044189
	Iteration 61Q: 3 clusters Score -734869.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -734869.875000 Penalty: 2810.044189
	Iteration 62Q: 3 clusters Score -734869.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -734873.500000 Penalty: 2810.044189
	Iteration 63Q: 3 clusters Score -734873.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -734874.812500 Penalty: 2810.044189
	Iteration 64Q: 3 clusters Score -734874.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -734875.750000 Penalty: 2810.044189
	Iteration 65Q: 3 clusters Score -734875.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -734878.375000 Penalty: 2810.044189
	Iteration 66Q: 3 clusters Score -734878.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -734879.125000 Penalty: 2810.044189
	Iteration 67Q: 3 clusters Score -734879.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -734878.687500 Penalty: 2810.044189
	Iteration 68Q: 3 clusters Score -734878.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -734879.375000 Penalty: 2810.044189
	Iteration 69Q: 3 clusters Score -734879.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -734880.937500 Penalty: 2810.044189
	Iteration 70Q: 3 clusters Score -734880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -734882.687500 Penalty: 2810.044189
	Iteration 71Q: 3 clusters Score -734882.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -734882.812500 Penalty: 2810.044189
	Iteration 72Q: 3 clusters Score -734882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -734883.750000 Penalty: 2810.044189
	Iteration 73Q: 3 clusters Score -734883.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -734883.375000 Penalty: 2810.044189
	Iteration 74Q: 3 clusters Score -734883.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -734884.375000 Penalty: 2810.044189
	Iteration 75Q: 3 clusters Score -734884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -734883.250000 Penalty: 2810.044189
	Iteration 76Q: 3 clusters Score -734883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -734885.437500 Penalty: 2810.044189
	Iteration 77Q: 3 clusters Score -734885.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -734885.937500 Penalty: 2810.044189
	Iteration 78Q: 3 clusters Score -734885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -734886.062500 Penalty: 2810.044189
	Iteration 79Q: 3 clusters Score -734886.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -734887.375000 Penalty: 2810.044189
	Iteration 80F: 3 clusters Score -734887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -734889.187500 Penalty: 2810.044189
	Iteration 81Q: 3 clusters Score -734889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -734890.062500 Penalty: 2810.044189
	Iteration 82Q: 3 clusters Score -734890.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -734889.375000 Penalty: 2810.044189
	Iteration 83Q: 3 clusters Score -734889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -734889.750000 Penalty: 2810.044189
	Iteration 84Q: 3 clusters Score -734889.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -734892.750000 Penalty: 2810.044189
	Iteration 85Q: 3 clusters Score -734892.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -734894.937500 Penalty: 2810.044189
	Iteration 86Q: 3 clusters Score -734894.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -734894.187500 Penalty: 2810.044189
	Iteration 87Q: 3 clusters Score -734894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -734894.937500 Penalty: 2810.044189
	Iteration 88Q: 3 clusters Score -734894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -734895.000000 Penalty: 2810.044189
	Iteration 89Q: 3 clusters Score -734895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -734897.687500 Penalty: 2810.044189
	Iteration 90Q: 3 clusters Score -734897.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -734897.750000 Penalty: 2810.044189
	Iteration 91Q: 3 clusters Score -734897.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -734898.000000 Penalty: 2810.044189
	Iteration 92Q: 3 clusters Score -734898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -734899.375000 Penalty: 2810.044189
	Iteration 93Q: 3 clusters Score -734899.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -734899.375000 Penalty: 2810.044189
	Iteration 94F: 3 clusters Score -734899.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Entering Unmasked Estep 
Score: -669357.062500 Penalty: 1392.867432
	Iteration 0F: 2 clusters Score -669357.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -665263.562500 Penalty: 2785.734863
	Iteration 0F: 3 clusters Score -665263.6 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -666466.437500 Penalty: 2785.734863
	Iteration 1F: 3 clusters Score -666466.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -666898.000000 Penalty: 2785.734863
	Iteration 2F: 3 clusters Score -666898 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -667298.437500 Penalty: 2785.734863
	Iteration 3F: 3 clusters Score -667298.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -667586.375000 Penalty: 2785.734863
	Iteration 4F: 3 clusters Score -667586.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -667779.750000 Penalty: 2785.734863
	Iteration 5F: 3 clusters Score -667779.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -667914.687500 Penalty: 2785.734863
	Iteration 6Q: 3 clusters Score -667914.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -668001.250000 Penalty: 2785.734863
	Iteration 7Q: 3 clusters Score -668001.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -668067.500000 Penalty: 2785.734863
	Iteration 8Q: 3 clusters Score -668067.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -668117.812500 Penalty: 2785.734863
	Iteration 9Q: 3 clusters Score -668117.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -668155.062500 Penalty: 2785.734863
	Iteration 10Q: 3 clusters Score -668155.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -668187.312500 Penalty: 2785.734863
	Iteration 11Q: 3 clusters Score -668187.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -668211.000000 Penalty: 2785.734863
	Iteration 12Q: 3 clusters Score -668211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -668229.000000 Penalty: 2785.734863
	Iteration 13Q: 3 clusters Score -668229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -668244.687500 Penalty: 2785.734863
	Iteration 14Q: 3 clusters Score -668244.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -668261.125000 Penalty: 2785.734863
	Iteration 15Q: 3 clusters Score -668261.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -668276.187500 Penalty: 2785.734863
	Iteration 16Q: 3 clusters Score -668276.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -668288.625000 Penalty: 2785.734863
	Iteration 17Q: 3 clusters Score -668288.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -668299.812500 Penalty: 2785.734863
	Iteration 18Q: 3 clusters Score -668299.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -668313.125000 Penalty: 2785.734863
	Iteration 19Q: 3 clusters Score -668313.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -668326.187500 Penalty: 2785.734863
	Iteration 20F: 3 clusters Score -668326.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -668336.312500 Penalty: 2785.734863
	Iteration 21Q: 3 clusters Score -668336.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -668347.062500 Penalty: 2785.734863
	Iteration 22Q: 3 clusters Score -668347.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -668357.312500 Penalty: 2785.734863
	Iteration 23Q: 3 clusters Score -668357.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -668364.375000 Penalty: 2785.734863
	Iteration 24Q: 3 clusters Score -668364.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -668372.875000 Penalty: 2785.734863
	Iteration 25Q: 3 clusters Score -668372.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -668382.750000 Penalty: 2785.734863
	Iteration 26Q: 3 clusters Score -668382.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -668393.500000 Penalty: 2785.734863
	Iteration 27Q: 3 clusters Score -668393.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -668399.937500 Penalty: 2785.734863
	Iteration 28Q: 3 clusters Score -668399.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -668407.687500 Penalty: 2785.734863
	Iteration 29Q: 3 clusters Score -668407.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -668413.750000 Penalty: 2785.734863
	Iteration 30Q: 3 clusters Score -668413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -668422.062500 Penalty: 2785.734863
	Iteration 31Q: 3 clusters Score -668422.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -668432.062500 Penalty: 2785.734863
	Iteration 32Q: 3 clusters Score -668432.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -668447.000000 Penalty: 2785.734863
	Iteration 33Q: 3 clusters Score -668447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -668470.562500 Penalty: 2785.734863
	Iteration 34Q: 3 clusters Score -668470.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -668498.125000 Penalty: 2785.734863
	Iteration 35Q: 3 clusters Score -668498.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -668517.437500 Penalty: 2785.734863
	Iteration 36Q: 3 clusters Score -668517.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -668538.000000 Penalty: 2785.734863
	Iteration 37Q: 3 clusters Score -668538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -668559.062500 Penalty: 2785.734863
	Iteration 38Q: 3 clusters Score -668559.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -668603.437500 Penalty: 2785.734863
	Iteration 39Q: 3 clusters Score -668603.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -668646.812500 Penalty: 2785.734863
	Iteration 40F: 3 clusters Score -668646.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -668666.875000 Penalty: 2785.734863
	Iteration 41Q: 3 clusters Score -668666.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -668679.250000 Penalty: 2785.734863
	Iteration 42Q: 3 clusters Score -668679.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -668682.625000 Penalty: 2785.734863
	Iteration 43Q: 3 clusters Score -668682.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -668684.500000 Penalty: 2785.734863
	Iteration 44Q: 3 clusters Score -668684.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -668688.187500 Penalty: 2785.734863
	Iteration 45Q: 3 clusters Score -668688.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -668694.250000 Penalty: 2785.734863
	Iteration 46Q: 3 clusters Score -668694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -668699.000000 Penalty: 2785.734863
	Iteration 47Q: 3 clusters Score -668699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -668700.625000 Penalty: 2785.734863
	Iteration 48Q: 3 clusters Score -668700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -668701.312500 Penalty: 2785.734863
	Iteration 49Q: 3 clusters Score -668701.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -668702.187500 Penalty: 2785.734863
	Iteration 50Q: 3 clusters Score -668702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -668701.875000 Penalty: 2785.734863
	Iteration 51Q: 3 clusters Score -668701.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -668701.875000 Penalty: 2785.734863
	Iteration 52F: 3 clusters Score -668701.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -22182.673828 Penalty: 894.616394
	Iteration 0F: 2 clusters Score -22182.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21540.457031 Penalty: 1789.232788
	Iteration 0F: 3 clusters Score -21540.46 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21686.050781 Penalty: 1789.232788
	Iteration 1F: 3 clusters Score -21686.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21705.800781 Penalty: 1789.232788
	Iteration 2Q: 3 clusters Score -21705.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21719.250000 Penalty: 1789.232788
	Iteration 3Q: 3 clusters Score -21719.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21764.099609 Penalty: 1789.232788
	Iteration 4Q: 3 clusters Score -21764.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21782.212891 Penalty: 1789.232788
	Iteration 5Q: 3 clusters Score -21782.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -21788.705078 Penalty: 1789.232788
	Iteration 6Q: 3 clusters Score -21788.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21796.992188 Penalty: 1789.232788
	Iteration 7Q: 3 clusters Score -21796.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -21800.701172 Penalty: 1789.232788
	Iteration 8Q: 3 clusters Score -21800.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -21801.755859 Penalty: 1789.232788
	Iteration 9Q: 3 clusters Score -21801.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -21804.998047 Penalty: 1789.232788
	Iteration 10Q: 3 clusters Score -21805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -21813.666016 Penalty: 1789.232788
	Iteration 11Q: 3 clusters Score -21813.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -21821.123047 Penalty: 1789.232788
	Iteration 12Q: 3 clusters Score -21821.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -21821.123047 Penalty: 1789.232788
	Iteration 13F: 3 clusters Score -21821.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 137277 members 
Mstep: Class 3 contains 7745 members 
Mstep: Class 4 contains 36202 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 33516 members 
Mstep: Class 7 contains 18107 members 
Mstep: Class 8 contains 115450 members 
Mstep: Class 9 contains 17748 members 
Mstep: Class 10 contains 26710 members 
Mstep: Class 11 contains 39092 members 
Mstep: Class 12 contains 16325 members 
Mstep: Class 13 contains 26784 members 
Mstep: Class 14 contains 13145 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7030 members 
Mstep: Class 17 contains 10236 members 
Mstep: Class 18 contains 43908 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5857 members 
Mstep: Class 22 contains 26759 members 
Mstep: Class 23 contains 22923 members 
Mstep: Class 24 contains 120173 members 
Mstep: Class 25 contains 5337 members 
Mstep: Class 27 contains 4613 members 
Mstep: Class 28 contains 4179 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33800 members 
Mstep: Class 32 contains 83527 members 
Mstep: Class 33 contains 3541 members 
Mstep: Class 34 contains 5689 members 
Mstep: Class 35 contains 5279 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949200.000000 Penalty: 77880.085938
Iteration 159Q: 36 clusters Score -1.089492e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 137262 members 
Mstep: Class 3 contains 7738 members 
Mstep: Class 4 contains 36215 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 33640 members 
Mstep: Class 7 contains 18110 members 
Mstep: Class 8 contains 115565 members 
Mstep: Class 9 contains 17746 members 
Mstep: Class 10 contains 26621 members 
Mstep: Class 11 contains 39055 members 
Mstep: Class 12 contains 16325 members 
Mstep: Class 13 contains 26790 members 
Mstep: Class 14 contains 13136 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7030 members 
Mstep: Class 17 contains 10202 members 
Mstep: Class 18 contains 43886 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5855 members 
Mstep: Class 22 contains 26759 members 
Mstep: Class 23 contains 22931 members 
Mstep: Class 24 contains 120109 members 
Mstep: Class 25 contains 5336 members 
Mstep: Class 27 contains 4610 members 
Mstep: Class 28 contains 4178 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33804 members 
Mstep: Class 32 contains 83524 members 
Mstep: Class 33 contains 3542 members 
Mstep: Class 34 contains 5707 members 
Mstep: Class 35 contains 5277 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949344.000000 Penalty: 77880.085938
Iteration 160F: 36 clusters Score -1.089493e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 137238 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 36226 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 33753 members 
Mstep: Class 7 contains 18111 members 
Mstep: Class 8 contains 115640 members 
Mstep: Class 9 contains 17736 members 
Mstep: Class 10 contains 26550 members 
Mstep: Class 11 contains 39031 members 
Mstep: Class 12 contains 16324 members 
Mstep: Class 13 contains 26802 members 
Mstep: Class 14 contains 13128 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7029 members 
Mstep: Class 17 contains 10178 members 
Mstep: Class 18 contains 43859 members 
Mstep: Class 19 contains 1436 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5850 members 
Mstep: Class 22 contains 26759 members 
Mstep: Class 23 contains 22946 members 
Mstep: Class 24 contains 120051 members 
Mstep: Class 25 contains 5337 members 
Mstep: Class 27 contains 4608 members 
Mstep: Class 28 contains 4178 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33808 members 
Mstep: Class 32 contains 83523 members 
Mstep: Class 33 contains 3542 members 
Mstep: Class 34 contains 5735 members 
Mstep: Class 35 contains 5277 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949336.000000 Penalty: 77880.085938
Iteration 161Q: 36 clusters Score -1.089493e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 137219 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 36243 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 33871 members 
Mstep: Class 7 contains 18111 members 
Mstep: Class 8 contains 115716 members 
Mstep: Class 9 contains 17722 members 
Mstep: Class 10 contains 26477 members 
Mstep: Class 11 contains 39003 members 
Mstep: Class 12 contains 16325 members 
Mstep: Class 13 contains 26817 members 
Mstep: Class 14 contains 13128 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7026 members 
Mstep: Class 17 contains 10149 members 
Mstep: Class 18 contains 43824 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5844 members 
Mstep: Class 22 contains 26759 members 
Mstep: Class 23 contains 22958 members 
Mstep: Class 24 contains 120010 members 
Mstep: Class 25 contains 5339 members 
Mstep: Class 27 contains 4607 members 
Mstep: Class 28 contains 4178 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33811 members 
Mstep: Class 32 contains 83517 members 
Mstep: Class 33 contains 3542 members 
Mstep: Class 34 contains 5754 members 
Mstep: Class 35 contains 5277 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949264.000000 Penalty: 77880.085938
Iteration 162Q: 36 clusters Score -1.089493e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 137201 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 36265 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 33980 members 
Mstep: Class 7 contains 18116 members 
Mstep: Class 8 contains 115801 members 
Mstep: Class 9 contains 17711 members 
Mstep: Class 10 contains 26406 members 
Mstep: Class 11 contains 38966 members 
Mstep: Class 12 contains 16325 members 
Mstep: Class 13 contains 26820 members 
Mstep: Class 14 contains 13128 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 10115 members 
Mstep: Class 18 contains 43798 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5844 members 
Mstep: Class 22 contains 26761 members 
Mstep: Class 23 contains 22972 members 
Mstep: Class 24 contains 119973 members 
Mstep: Class 25 contains 5335 members 
Mstep: Class 27 contains 4604 members 
Mstep: Class 28 contains 4177 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33818 members 
Mstep: Class 32 contains 83510 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 5778 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949256.000000 Penalty: 77880.085938
Iteration 163Q: 36 clusters Score -1.089493e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 137177 members 
Mstep: Class 3 contains 7698 members 
Mstep: Class 4 contains 36281 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 34096 members 
Mstep: Class 7 contains 18119 members 
Mstep: Class 8 contains 115887 members 
Mstep: Class 9 contains 17706 members 
Mstep: Class 10 contains 26338 members 
Mstep: Class 11 contains 38940 members 
Mstep: Class 12 contains 16325 members 
Mstep: Class 13 contains 26825 members 
Mstep: Class 14 contains 13118 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 10091 members 
Mstep: Class 18 contains 43778 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5842 members 
Mstep: Class 22 contains 26761 members 
Mstep: Class 23 contains 22986 members 
Mstep: Class 24 contains 119910 members 
Mstep: Class 25 contains 5333 members 
Mstep: Class 27 contains 4603 members 
Mstep: Class 28 contains 4178 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33825 members 
Mstep: Class 32 contains 83506 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 5797 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949432.000000 Penalty: 77880.085938
Iteration 164Q: 36 clusters Score -1.089494e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 137158 members 
Mstep: Class 3 contains 7688 members 
Mstep: Class 4 contains 36316 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 34205 members 
Mstep: Class 7 contains 18121 members 
Mstep: Class 8 contains 115954 members 
Mstep: Class 9 contains 17698 members 
Mstep: Class 10 contains 26261 members 
Mstep: Class 11 contains 38913 members 
Mstep: Class 12 contains 16326 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 13115 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 10067 members 
Mstep: Class 18 contains 43753 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5834 members 
Mstep: Class 22 contains 26761 members 
Mstep: Class 23 contains 23001 members 
Mstep: Class 24 contains 119858 members 
Mstep: Class 25 contains 5332 members 
Mstep: Class 27 contains 4599 members 
Mstep: Class 28 contains 4178 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33835 members 
Mstep: Class 32 contains 83499 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 5819 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949352.000000 Penalty: 77880.085938
Iteration 165Q: 36 clusters Score -1.089494e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 137145 members 
Mstep: Class 3 contains 7669 members 
Mstep: Class 4 contains 36343 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 34326 members 
Mstep: Class 7 contains 18126 members 
Mstep: Class 8 contains 116020 members 
Mstep: Class 9 contains 17688 members 
Mstep: Class 10 contains 26165 members 
Mstep: Class 11 contains 38893 members 
Mstep: Class 12 contains 16329 members 
Mstep: Class 13 contains 26834 members 
Mstep: Class 14 contains 13108 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 10039 members 
Mstep: Class 18 contains 43732 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5828 members 
Mstep: Class 22 contains 26760 members 
Mstep: Class 23 contains 23012 members 
Mstep: Class 24 contains 119825 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 27 contains 4596 members 
Mstep: Class 28 contains 4179 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33843 members 
Mstep: Class 32 contains 83488 members 
Mstep: Class 33 contains 3545 members 
Mstep: Class 34 contains 5848 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949408.000000 Penalty: 77880.085938
Iteration 166Q: 36 clusters Score -1.089494e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 137125 members 
Mstep: Class 3 contains 7655 members 
Mstep: Class 4 contains 36383 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 34458 members 
Mstep: Class 7 contains 18137 members 
Mstep: Class 8 contains 116093 members 
Mstep: Class 9 contains 17673 members 
Mstep: Class 10 contains 26048 members 
Mstep: Class 11 contains 38872 members 
Mstep: Class 12 contains 16331 members 
Mstep: Class 13 contains 26837 members 
Mstep: Class 14 contains 13096 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7019 members 
Mstep: Class 17 contains 10014 members 
Mstep: Class 18 contains 43711 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5825 members 
Mstep: Class 22 contains 26754 members 
Mstep: Class 23 contains 23022 members 
Mstep: Class 24 contains 119784 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 27 contains 4595 members 
Mstep: Class 28 contains 4178 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33849 members 
Mstep: Class 32 contains 83481 members 
Mstep: Class 33 contains 3545 members 
Mstep: Class 34 contains 5881 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949688.000000 Penalty: 77880.085938
Iteration 167Q: 36 clusters Score -1.089497e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 137113 members 
Mstep: Class 3 contains 7642 members 
Mstep: Class 4 contains 36405 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 34600 members 
Mstep: Class 7 contains 18142 members 
Mstep: Class 8 contains 116147 members 
Mstep: Class 9 contains 17657 members 
Mstep: Class 10 contains 25938 members 
Mstep: Class 11 contains 38857 members 
Mstep: Class 12 contains 16334 members 
Mstep: Class 13 contains 26838 members 
Mstep: Class 14 contains 13090 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 9990 members 
Mstep: Class 18 contains 43688 members 
Mstep: Class 19 contains 1436 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5824 members 
Mstep: Class 22 contains 26752 members 
Mstep: Class 23 contains 23030 members 
Mstep: Class 24 contains 119757 members 
Mstep: Class 25 contains 5330 members 
Mstep: Class 27 contains 4590 members 
Mstep: Class 28 contains 4178 members 
Mstep: Class 29 contains 969 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33854 members 
Mstep: Class 32 contains 83479 members 
Mstep: Class 33 contains 3545 members 
Mstep: Class 34 contains 5897 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949792.000000 Penalty: 77880.085938
Iteration 168Q: 36 clusters Score -1.089498e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 137093 members 
Mstep: Class 3 contains 7636 members 
Mstep: Class 4 contains 36438 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 34738 members 
Mstep: Class 7 contains 18152 members 
Mstep: Class 8 contains 116202 members 
Mstep: Class 9 contains 17645 members 
Mstep: Class 10 contains 25827 members 
Mstep: Class 11 contains 38841 members 
Mstep: Class 12 contains 16337 members 
Mstep: Class 13 contains 26832 members 
Mstep: Class 14 contains 13079 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 9959 members 
Mstep: Class 18 contains 43677 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5824 members 
Mstep: Class 22 contains 26747 members 
Mstep: Class 23 contains 23036 members 
Mstep: Class 24 contains 119729 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 4178 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33855 members 
Mstep: Class 32 contains 83474 members 
Mstep: Class 33 contains 3545 members 
Mstep: Class 34 contains 5921 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949672.000000 Penalty: 77880.085938
Iteration 169Q: 36 clusters Score -1.089497e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 137068 members 
Mstep: Class 3 contains 7629 members 
Mstep: Class 4 contains 36471 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 34882 members 
Mstep: Class 7 contains 18157 members 
Mstep: Class 8 contains 116247 members 
Mstep: Class 9 contains 17636 members 
Mstep: Class 10 contains 25714 members 
Mstep: Class 11 contains 38829 members 
Mstep: Class 12 contains 16338 members 
Mstep: Class 13 contains 26832 members 
Mstep: Class 14 contains 13072 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 9933 members 
Mstep: Class 18 contains 43676 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5820 members 
Mstep: Class 22 contains 26744 members 
Mstep: Class 23 contains 23045 members 
Mstep: Class 24 contains 119694 members 
Mstep: Class 25 contains 5324 members 
Mstep: Class 27 contains 4589 members 
Mstep: Class 28 contains 4179 members 
Mstep: Class 29 contains 974 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33853 members 
Mstep: Class 32 contains 83471 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 5932 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949760.000000 Penalty: 77880.085938
Iteration 170Q: 36 clusters Score -1.089498e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 137053 members 
Mstep: Class 3 contains 7619 members 
Mstep: Class 4 contains 36507 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 35043 members 
Mstep: Class 7 contains 18159 members 
Mstep: Class 8 contains 116296 members 
Mstep: Class 9 contains 17626 members 
Mstep: Class 10 contains 25580 members 
Mstep: Class 11 contains 38817 members 
Mstep: Class 12 contains 16338 members 
Mstep: Class 13 contains 26831 members 
Mstep: Class 14 contains 13066 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 9916 members 
Mstep: Class 18 contains 43664 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5816 members 
Mstep: Class 22 contains 26744 members 
Mstep: Class 23 contains 23049 members 
Mstep: Class 24 contains 119657 members 
Mstep: Class 25 contains 5325 members 
Mstep: Class 27 contains 4591 members 
Mstep: Class 28 contains 4180 members 
Mstep: Class 29 contains 975 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33856 members 
Mstep: Class 32 contains 83458 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 5944 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949848.000000 Penalty: 77880.085938
Iteration 171Q: 36 clusters Score -1.089498e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 137035 members 
Mstep: Class 3 contains 7602 members 
Mstep: Class 4 contains 36555 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 35220 members 
Mstep: Class 7 contains 18159 members 
Mstep: Class 8 contains 116334 members 
Mstep: Class 9 contains 17619 members 
Mstep: Class 10 contains 25437 members 
Mstep: Class 11 contains 38804 members 
Mstep: Class 12 contains 16339 members 
Mstep: Class 13 contains 26831 members 
Mstep: Class 14 contains 13054 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7019 members 
Mstep: Class 17 contains 9890 members 
Mstep: Class 18 contains 43657 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5812 members 
Mstep: Class 22 contains 26742 members 
Mstep: Class 23 contains 23055 members 
Mstep: Class 24 contains 119631 members 
Mstep: Class 25 contains 5324 members 
Mstep: Class 27 contains 4589 members 
Mstep: Class 28 contains 4180 members 
Mstep: Class 29 contains 975 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33858 members 
Mstep: Class 32 contains 83451 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 5959 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950232.000000 Penalty: 77880.085938
Iteration 172Q: 36 clusters Score -1.089502e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 137026 members 
Mstep: Class 3 contains 7585 members 
Mstep: Class 4 contains 36593 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 35381 members 
Mstep: Class 7 contains 18166 members 
Mstep: Class 8 contains 116374 members 
Mstep: Class 9 contains 17613 members 
Mstep: Class 10 contains 25296 members 
Mstep: Class 11 contains 38787 members 
Mstep: Class 12 contains 16340 members 
Mstep: Class 13 contains 26838 members 
Mstep: Class 14 contains 13054 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 9864 members 
Mstep: Class 18 contains 43651 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5804 members 
Mstep: Class 22 contains 26741 members 
Mstep: Class 23 contains 23058 members 
Mstep: Class 24 contains 119593 members 
Mstep: Class 25 contains 5325 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 4180 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33857 members 
Mstep: Class 32 contains 83447 members 
Mstep: Class 33 contains 3545 members 
Mstep: Class 34 contains 5973 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950112.000000 Penalty: 77880.085938
Iteration 173Q: 36 clusters Score -1.089501e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 137003 members 
Mstep: Class 3 contains 7567 members 
Mstep: Class 4 contains 36627 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 35540 members 
Mstep: Class 7 contains 18169 members 
Mstep: Class 8 contains 116417 members 
Mstep: Class 9 contains 17616 members 
Mstep: Class 10 contains 25166 members 
Mstep: Class 11 contains 38773 members 
Mstep: Class 12 contains 16338 members 
Mstep: Class 13 contains 26843 members 
Mstep: Class 14 contains 13052 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 9835 members 
Mstep: Class 18 contains 43645 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5796 members 
Mstep: Class 22 contains 26742 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 119568 members 
Mstep: Class 25 contains 5325 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 4179 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33862 members 
Mstep: Class 32 contains 83436 members 
Mstep: Class 33 contains 3545 members 
Mstep: Class 34 contains 5983 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950168.000000 Penalty: 77880.085938
Iteration 174Q: 36 clusters Score -1.089502e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 136993 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 36659 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 35700 members 
Mstep: Class 7 contains 18174 members 
Mstep: Class 8 contains 116460 members 
Mstep: Class 9 contains 17606 members 
Mstep: Class 10 contains 25042 members 
Mstep: Class 11 contains 38761 members 
Mstep: Class 12 contains 16336 members 
Mstep: Class 13 contains 26844 members 
Mstep: Class 14 contains 13040 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 9815 members 
Mstep: Class 18 contains 43633 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5790 members 
Mstep: Class 22 contains 26738 members 
Mstep: Class 23 contains 23075 members 
Mstep: Class 24 contains 119535 members 
Mstep: Class 25 contains 5325 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 4177 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33864 members 
Mstep: Class 32 contains 83431 members 
Mstep: Class 33 contains 3545 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949976.000000 Penalty: 77880.085938
Iteration 175Q: 36 clusters Score -1.0895e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 136986 members 
Mstep: Class 3 contains 7543 members 
Mstep: Class 4 contains 36693 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 35851 members 
Mstep: Class 7 contains 18176 members 
Mstep: Class 8 contains 116490 members 
Mstep: Class 9 contains 17598 members 
Mstep: Class 10 contains 24927 members 
Mstep: Class 11 contains 38751 members 
Mstep: Class 12 contains 16333 members 
Mstep: Class 13 contains 26843 members 
Mstep: Class 14 contains 13029 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 9795 members 
Mstep: Class 18 contains 43625 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5783 members 
Mstep: Class 22 contains 26738 members 
Mstep: Class 23 contains 23084 members 
Mstep: Class 24 contains 119510 members 
Mstep: Class 25 contains 5325 members 
Mstep: Class 27 contains 4582 members 
Mstep: Class 28 contains 4177 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33870 members 
Mstep: Class 32 contains 83420 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 6006 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949944.000000 Penalty: 77880.085938
Iteration 176Q: 36 clusters Score -1.089499e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 136969 members 
Mstep: Class 3 contains 7523 members 
Mstep: Class 4 contains 36728 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 36037 members 
Mstep: Class 7 contains 18178 members 
Mstep: Class 8 contains 116522 members 
Mstep: Class 9 contains 17586 members 
Mstep: Class 10 contains 24781 members 
Mstep: Class 11 contains 38744 members 
Mstep: Class 12 contains 16335 members 
Mstep: Class 13 contains 26847 members 
Mstep: Class 14 contains 13011 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 9782 members 
Mstep: Class 18 contains 43612 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5782 members 
Mstep: Class 22 contains 26741 members 
Mstep: Class 23 contains 23091 members 
Mstep: Class 24 contains 119492 members 
Mstep: Class 25 contains 5323 members 
Mstep: Class 27 contains 4580 members 
Mstep: Class 28 contains 4176 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33875 members 
Mstep: Class 32 contains 83409 members 
Mstep: Class 33 contains 3543 members 
Mstep: Class 34 contains 6015 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950032.000000 Penalty: 77880.085938
Iteration 177Q: 36 clusters Score -1.0895e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 136953 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 36753 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 36223 members 
Mstep: Class 7 contains 18183 members 
Mstep: Class 8 contains 116567 members 
Mstep: Class 9 contains 17572 members 
Mstep: Class 10 contains 24627 members 
Mstep: Class 11 contains 38735 members 
Mstep: Class 12 contains 16338 members 
Mstep: Class 13 contains 26853 members 
Mstep: Class 14 contains 12997 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 9767 members 
Mstep: Class 18 contains 43597 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5779 members 
Mstep: Class 22 contains 26740 members 
Mstep: Class 23 contains 23096 members 
Mstep: Class 24 contains 119479 members 
Mstep: Class 25 contains 5319 members 
Mstep: Class 27 contains 4578 members 
Mstep: Class 28 contains 4172 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33885 members 
Mstep: Class 32 contains 83394 members 
Mstep: Class 33 contains 3541 members 
Mstep: Class 34 contains 6021 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949968.000000 Penalty: 77880.085938
Iteration 178Q: 36 clusters Score -1.0895e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 136934 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 36789 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 36404 members 
Mstep: Class 7 contains 18190 members 
Mstep: Class 8 contains 116587 members 
Mstep: Class 9 contains 17562 members 
Mstep: Class 10 contains 24483 members 
Mstep: Class 11 contains 38730 members 
Mstep: Class 12 contains 16340 members 
Mstep: Class 13 contains 26858 members 
Mstep: Class 14 contains 12982 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 9752 members 
Mstep: Class 18 contains 43573 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 6438 members 
Mstep: Class 21 contains 5766 members 
Mstep: Class 22 contains 26744 members 
Mstep: Class 23 contains 23103 members 
Mstep: Class 24 contains 119487 members 
Mstep: Class 25 contains 5319 members 
Mstep: Class 27 contains 4578 members 
Mstep: Class 28 contains 4170 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33887 members 
Mstep: Class 32 contains 83379 members 
Mstep: Class 33 contains 3542 members 
Mstep: Class 34 contains 6029 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950096.000000 Penalty: 77880.085938
Iteration 179Q: 36 clusters Score -1.089501e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 136919 members 
Mstep: Class 3 contains 7480 members 
Mstep: Class 4 contains 36816 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 36586 members 
Mstep: Class 7 contains 18191 members 
Mstep: Class 8 contains 116601 members 
Mstep: Class 9 contains 17549 members 
Mstep: Class 10 contains 24348 members 
Mstep: Class 11 contains 38715 members 
Mstep: Class 12 contains 16345 members 
Mstep: Class 13 contains 26860 members 
Mstep: Class 14 contains 12966 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 9748 members 
Mstep: Class 18 contains 43549 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6438 members 
Mstep: Class 21 contains 5762 members 
Mstep: Class 22 contains 26747 members 
Mstep: Class 23 contains 23105 members 
Mstep: Class 24 contains 119504 members 
Mstep: Class 25 contains 5320 members 
Mstep: Class 27 contains 4578 members 
Mstep: Class 28 contains 4169 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33890 members 
Mstep: Class 32 contains 83362 members 
Mstep: Class 33 contains 3543 members 
Mstep: Class 34 contains 6029 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950200.000000 Penalty: 77880.085938
Iteration 180F: 36 clusters Score -1.089502e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 136899 members 
Mstep: Class 3 contains 7466 members 
Mstep: Class 4 contains 36838 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 36768 members 
Mstep: Class 7 contains 18193 members 
Mstep: Class 8 contains 116616 members 
Mstep: Class 9 contains 17535 members 
Mstep: Class 10 contains 24226 members 
Mstep: Class 11 contains 38705 members 
Mstep: Class 12 contains 16347 members 
Mstep: Class 13 contains 26863 members 
Mstep: Class 14 contains 12934 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 9740 members 
Mstep: Class 18 contains 43518 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5758 members 
Mstep: Class 22 contains 26751 members 
Mstep: Class 23 contains 23106 members 
Mstep: Class 24 contains 119528 members 
Mstep: Class 25 contains 5321 members 
Mstep: Class 27 contains 4577 members 
Mstep: Class 28 contains 4169 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33894 members 
Mstep: Class 32 contains 83356 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 6032 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950112.000000 Penalty: 77880.085938
Iteration 181Q: 36 clusters Score -1.089501e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 136893 members 
Mstep: Class 3 contains 7451 members 
Mstep: Class 4 contains 36877 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 36920 members 
Mstep: Class 7 contains 18196 members 
Mstep: Class 8 contains 116625 members 
Mstep: Class 9 contains 17525 members 
Mstep: Class 10 contains 24081 members 
Mstep: Class 11 contains 38698 members 
Mstep: Class 12 contains 16349 members 
Mstep: Class 13 contains 26869 members 
Mstep: Class 14 contains 12912 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 9734 members 
Mstep: Class 18 contains 43494 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5755 members 
Mstep: Class 22 contains 26747 members 
Mstep: Class 23 contains 23105 members 
Mstep: Class 24 contains 119557 members 
Mstep: Class 25 contains 5321 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 4170 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33895 members 
Mstep: Class 32 contains 83351 members 
Mstep: Class 33 contains 3543 members 
Mstep: Class 34 contains 6042 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950128.000000 Penalty: 77880.085938
Iteration 182Q: 36 clusters Score -1.089501e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 136863 members 
Mstep: Class 3 contains 7434 members 
Mstep: Class 4 contains 36893 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 37104 members 
Mstep: Class 7 contains 18197 members 
Mstep: Class 8 contains 116637 members 
Mstep: Class 9 contains 17529 members 
Mstep: Class 10 contains 23952 members 
Mstep: Class 11 contains 38694 members 
Mstep: Class 12 contains 16351 members 
Mstep: Class 13 contains 26877 members 
Mstep: Class 14 contains 12887 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 9727 members 
Mstep: Class 18 contains 43463 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5751 members 
Mstep: Class 22 contains 26745 members 
Mstep: Class 23 contains 23109 members 
Mstep: Class 24 contains 119578 members 
Mstep: Class 25 contains 5319 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 4169 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33899 members 
Mstep: Class 32 contains 83345 members 
Mstep: Class 33 contains 3543 members 
Mstep: Class 34 contains 6046 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950072.000000 Penalty: 77880.085938
Iteration 183Q: 36 clusters Score -1.089501e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 136855 members 
Mstep: Class 3 contains 7418 members 
Mstep: Class 4 contains 36923 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 37284 members 
Mstep: Class 7 contains 18199 members 
Mstep: Class 8 contains 116641 members 
Mstep: Class 9 contains 17517 members 
Mstep: Class 10 contains 23823 members 
Mstep: Class 11 contains 38689 members 
Mstep: Class 12 contains 16350 members 
Mstep: Class 13 contains 26875 members 
Mstep: Class 14 contains 12862 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 9724 members 
Mstep: Class 18 contains 43431 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5739 members 
Mstep: Class 22 contains 26745 members 
Mstep: Class 23 contains 23112 members 
Mstep: Class 24 contains 119598 members 
Mstep: Class 25 contains 5320 members 
Mstep: Class 27 contains 4575 members 
Mstep: Class 28 contains 4167 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33906 members 
Mstep: Class 32 contains 83338 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 6049 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949992.000000 Penalty: 77880.085938
Iteration 184Q: 36 clusters Score -1.0895e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 136851 members 
Mstep: Class 3 contains 7402 members 
Mstep: Class 4 contains 36956 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 37459 members 
Mstep: Class 7 contains 18199 members 
Mstep: Class 8 contains 116664 members 
Mstep: Class 9 contains 17510 members 
Mstep: Class 10 contains 23702 members 
Mstep: Class 11 contains 38681 members 
Mstep: Class 12 contains 16348 members 
Mstep: Class 13 contains 26878 members 
Mstep: Class 14 contains 12834 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 9718 members 
Mstep: Class 18 contains 43399 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5726 members 
Mstep: Class 22 contains 26747 members 
Mstep: Class 23 contains 23114 members 
Mstep: Class 24 contains 119594 members 
Mstep: Class 25 contains 5319 members 
Mstep: Class 27 contains 4576 members 
Mstep: Class 28 contains 4165 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33914 members 
Mstep: Class 32 contains 83331 members 
Mstep: Class 33 contains 3546 members 
Mstep: Class 34 contains 6052 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108949944.000000 Penalty: 77880.085938
Iteration 185Q: 36 clusters Score -1.089499e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 136846 members 
Mstep: Class 3 contains 7389 members 
Mstep: Class 4 contains 36986 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 37653 members 
Mstep: Class 7 contains 18195 members 
Mstep: Class 8 contains 116672 members 
Mstep: Class 9 contains 17497 members 
Mstep: Class 10 contains 23571 members 
Mstep: Class 11 contains 38679 members 
Mstep: Class 12 contains 16346 members 
Mstep: Class 13 contains 26874 members 
Mstep: Class 14 contains 12815 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 9718 members 
Mstep: Class 18 contains 43363 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5717 members 
Mstep: Class 22 contains 26744 members 
Mstep: Class 23 contains 23115 members 
Mstep: Class 24 contains 119592 members 
Mstep: Class 25 contains 5319 members 
Mstep: Class 27 contains 4576 members 
Mstep: Class 28 contains 4164 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33922 members 
Mstep: Class 32 contains 83329 members 
Mstep: Class 33 contains 3546 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950016.000000 Penalty: 77880.085938
Iteration 186Q: 36 clusters Score -1.0895e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 136841 members 
Mstep: Class 3 contains 7384 members 
Mstep: Class 4 contains 37012 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 37837 members 
Mstep: Class 7 contains 18197 members 
Mstep: Class 8 contains 116683 members 
Mstep: Class 9 contains 17483 members 
Mstep: Class 10 contains 23432 members 
Mstep: Class 11 contains 38673 members 
Mstep: Class 12 contains 16344 members 
Mstep: Class 13 contains 26873 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 9715 members 
Mstep: Class 18 contains 43339 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5703 members 
Mstep: Class 22 contains 26740 members 
Mstep: Class 23 contains 23115 members 
Mstep: Class 24 contains 119595 members 
Mstep: Class 25 contains 5324 members 
Mstep: Class 27 contains 4576 members 
Mstep: Class 28 contains 4164 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33926 members 
Mstep: Class 32 contains 83324 members 
Mstep: Class 33 contains 3547 members 
Mstep: Class 34 contains 6064 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950008.000000 Penalty: 77880.085938
Iteration 187Q: 36 clusters Score -1.0895e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 136837 members 
Mstep: Class 3 contains 7373 members 
Mstep: Class 4 contains 37041 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 38036 members 
Mstep: Class 7 contains 18204 members 
Mstep: Class 8 contains 116690 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 23283 members 
Mstep: Class 11 contains 38673 members 
Mstep: Class 12 contains 16342 members 
Mstep: Class 13 contains 26865 members 
Mstep: Class 14 contains 12772 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 9710 members 
Mstep: Class 18 contains 43319 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6438 members 
Mstep: Class 21 contains 5694 members 
Mstep: Class 22 contains 26738 members 
Mstep: Class 23 contains 23116 members 
Mstep: Class 24 contains 119597 members 
Mstep: Class 25 contains 5324 members 
Mstep: Class 27 contains 4576 members 
Mstep: Class 28 contains 4164 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33926 members 
Mstep: Class 32 contains 83320 members 
Mstep: Class 33 contains 3547 members 
Mstep: Class 34 contains 6070 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950112.000000 Penalty: 77880.085938
Iteration 188Q: 36 clusters Score -1.089501e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 136824 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 37059 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 38277 members 
Mstep: Class 7 contains 18205 members 
Mstep: Class 8 contains 116694 members 
Mstep: Class 9 contains 17443 members 
Mstep: Class 10 contains 23112 members 
Mstep: Class 11 contains 38672 members 
Mstep: Class 12 contains 16341 members 
Mstep: Class 13 contains 26865 members 
Mstep: Class 14 contains 12748 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 9705 members 
Mstep: Class 18 contains 43292 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 6439 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 26734 members 
Mstep: Class 23 contains 23115 members 
Mstep: Class 24 contains 119614 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 4165 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33931 members 
Mstep: Class 32 contains 83321 members 
Mstep: Class 33 contains 3547 members 
Mstep: Class 34 contains 6076 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950360.000000 Penalty: 77880.085938
Iteration 189Q: 36 clusters Score -1.089504e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 136807 members 
Mstep: Class 3 contains 7336 members 
Mstep: Class 4 contains 37075 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 38514 members 
Mstep: Class 7 contains 18207 members 
Mstep: Class 8 contains 116708 members 
Mstep: Class 9 contains 17416 members 
Mstep: Class 10 contains 22972 members 
Mstep: Class 11 contains 38673 members 
Mstep: Class 12 contains 16340 members 
Mstep: Class 13 contains 26862 members 
Mstep: Class 14 contains 12718 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 9704 members 
Mstep: Class 18 contains 43267 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6439 members 
Mstep: Class 21 contains 5680 members 
Mstep: Class 22 contains 26726 members 
Mstep: Class 23 contains 23115 members 
Mstep: Class 24 contains 119623 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 27 contains 4573 members 
Mstep: Class 28 contains 4162 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33933 members 
Mstep: Class 32 contains 83319 members 
Mstep: Class 33 contains 3548 members 
Mstep: Class 34 contains 6083 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 37 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950424.000000 Penalty: 77880.085938
Iteration 190Q: 36 clusters Score -1.089504e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 136794 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 37094 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 38768 members 
Mstep: Class 7 contains 18207 members 
Mstep: Class 8 contains 116712 members 
Mstep: Class 9 contains 17401 members 
Mstep: Class 10 contains 22813 members 
Mstep: Class 11 contains 38671 members 
Mstep: Class 12 contains 16338 members 
Mstep: Class 13 contains 26863 members 
Mstep: Class 14 contains 12691 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 43244 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6439 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 26719 members 
Mstep: Class 23 contains 23115 members 
Mstep: Class 24 contains 119630 members 
Mstep: Class 25 contains 5326 members 
Mstep: Class 27 contains 4570 members 
Mstep: Class 28 contains 4162 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33934 members 
Mstep: Class 32 contains 83316 members 
Mstep: Class 33 contains 3549 members 
Mstep: Class 34 contains 6085 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950312.000000 Penalty: 77880.085938
Iteration 191Q: 36 clusters Score -1.089503e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 136795 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 37103 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 38983 members 
Mstep: Class 7 contains 18210 members 
Mstep: Class 8 contains 116722 members 
Mstep: Class 9 contains 17390 members 
Mstep: Class 10 contains 22665 members 
Mstep: Class 11 contains 38670 members 
Mstep: Class 12 contains 16340 members 
Mstep: Class 13 contains 26858 members 
Mstep: Class 14 contains 12669 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 9691 members 
Mstep: Class 18 contains 43222 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6439 members 
Mstep: Class 21 contains 5669 members 
Mstep: Class 22 contains 26718 members 
Mstep: Class 23 contains 23115 members 
Mstep: Class 24 contains 119631 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 27 contains 4568 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33937 members 
Mstep: Class 32 contains 83311 members 
Mstep: Class 33 contains 3549 members 
Mstep: Class 34 contains 6092 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950472.000000 Penalty: 77880.085938
Iteration 192Q: 36 clusters Score -1.089505e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 136779 members 
Mstep: Class 3 contains 7284 members 
Mstep: Class 4 contains 37121 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 39194 members 
Mstep: Class 7 contains 18206 members 
Mstep: Class 8 contains 116729 members 
Mstep: Class 9 contains 17379 members 
Mstep: Class 10 contains 22505 members 
Mstep: Class 11 contains 38664 members 
Mstep: Class 12 contains 16343 members 
Mstep: Class 13 contains 26860 members 
Mstep: Class 14 contains 12648 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7019 members 
Mstep: Class 17 contains 9682 members 
Mstep: Class 18 contains 43217 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 5666 members 
Mstep: Class 22 contains 26712 members 
Mstep: Class 23 contains 23118 members 
Mstep: Class 24 contains 119635 members 
Mstep: Class 25 contains 5333 members 
Mstep: Class 27 contains 4567 members 
Mstep: Class 28 contains 4154 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 83309 members 
Mstep: Class 33 contains 3549 members 
Mstep: Class 34 contains 6096 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950280.000000 Penalty: 77880.085938
Iteration 193Q: 36 clusters Score -1.089503e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 136758 members 
Mstep: Class 3 contains 7261 members 
Mstep: Class 4 contains 37141 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 39427 members 
Mstep: Class 7 contains 18204 members 
Mstep: Class 8 contains 116739 members 
Mstep: Class 9 contains 17376 members 
Mstep: Class 10 contains 22344 members 
Mstep: Class 11 contains 38654 members 
Mstep: Class 12 contains 16346 members 
Mstep: Class 13 contains 26859 members 
Mstep: Class 14 contains 12618 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7017 members 
Mstep: Class 17 contains 9677 members 
Mstep: Class 18 contains 43210 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5658 members 
Mstep: Class 22 contains 26710 members 
Mstep: Class 23 contains 23120 members 
Mstep: Class 24 contains 119641 members 
Mstep: Class 25 contains 5339 members 
Mstep: Class 27 contains 4568 members 
Mstep: Class 28 contains 4151 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33946 members 
Mstep: Class 32 contains 83296 members 
Mstep: Class 33 contains 3548 members 
Mstep: Class 34 contains 6100 members 
Mstep: Class 35 contains 5277 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950368.000000 Penalty: 77880.085938
Iteration 194Q: 36 clusters Score -1.089504e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 136747 members 
Mstep: Class 3 contains 7233 members 
Mstep: Class 4 contains 37161 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 39669 members 
Mstep: Class 7 contains 18202 members 
Mstep: Class 8 contains 116749 members 
Mstep: Class 9 contains 17364 members 
Mstep: Class 10 contains 22172 members 
Mstep: Class 11 contains 38649 members 
Mstep: Class 12 contains 16345 members 
Mstep: Class 13 contains 26860 members 
Mstep: Class 14 contains 12582 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7018 members 
Mstep: Class 17 contains 9673 members 
Mstep: Class 18 contains 43207 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5654 members 
Mstep: Class 22 contains 26707 members 
Mstep: Class 23 contains 23123 members 
Mstep: Class 24 contains 119647 members 
Mstep: Class 25 contains 5342 members 
Mstep: Class 27 contains 4568 members 
Mstep: Class 28 contains 4150 members 
Mstep: Class 29 contains 978 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33951 members 
Mstep: Class 32 contains 83287 members 
Mstep: Class 33 contains 3546 members 
Mstep: Class 34 contains 6099 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950296.000000 Penalty: 77880.085938
Iteration 195Q: 36 clusters Score -1.089503e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 136745 members 
Mstep: Class 3 contains 7210 members 
Mstep: Class 4 contains 37178 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 39901 members 
Mstep: Class 7 contains 18201 members 
Mstep: Class 8 contains 116766 members 
Mstep: Class 9 contains 17343 members 
Mstep: Class 10 contains 21986 members 
Mstep: Class 11 contains 38642 members 
Mstep: Class 12 contains 16343 members 
Mstep: Class 13 contains 26861 members 
Mstep: Class 14 contains 12538 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7017 members 
Mstep: Class 17 contains 9672 members 
Mstep: Class 18 contains 43202 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5646 members 
Mstep: Class 22 contains 26706 members 
Mstep: Class 23 contains 23132 members 
Mstep: Class 24 contains 119666 members 
Mstep: Class 25 contains 5348 members 
Mstep: Class 27 contains 4567 members 
Mstep: Class 28 contains 4154 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33957 members 
Mstep: Class 32 contains 83277 members 
Mstep: Class 33 contains 3545 members 
Mstep: Class 34 contains 6102 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950296.000000 Penalty: 77880.085938
Iteration 196Q: 36 clusters Score -1.089503e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 136731 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 37197 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 40159 members 
Mstep: Class 7 contains 18202 members 
Mstep: Class 8 contains 116772 members 
Mstep: Class 9 contains 17314 members 
Mstep: Class 10 contains 21809 members 
Mstep: Class 11 contains 38635 members 
Mstep: Class 12 contains 16343 members 
Mstep: Class 13 contains 26860 members 
Mstep: Class 14 contains 12501 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7017 members 
Mstep: Class 17 contains 9660 members 
Mstep: Class 18 contains 43203 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5639 members 
Mstep: Class 22 contains 26705 members 
Mstep: Class 23 contains 23137 members 
Mstep: Class 24 contains 119682 members 
Mstep: Class 25 contains 5350 members 
Mstep: Class 27 contains 4567 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33958 members 
Mstep: Class 32 contains 83270 members 
Mstep: Class 33 contains 3545 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950352.000000 Penalty: 77880.085938
Iteration 197Q: 36 clusters Score -1.089504e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 136721 members 
Mstep: Class 3 contains 7182 members 
Mstep: Class 4 contains 37214 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 40431 members 
Mstep: Class 7 contains 18204 members 
Mstep: Class 8 contains 116794 members 
Mstep: Class 9 contains 17296 members 
Mstep: Class 10 contains 21606 members 
Mstep: Class 11 contains 38628 members 
Mstep: Class 12 contains 16340 members 
Mstep: Class 13 contains 26855 members 
Mstep: Class 14 contains 12458 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7016 members 
Mstep: Class 17 contains 9653 members 
Mstep: Class 18 contains 43190 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5630 members 
Mstep: Class 22 contains 26703 members 
Mstep: Class 23 contains 23143 members 
Mstep: Class 24 contains 119694 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 27 contains 4566 members 
Mstep: Class 28 contains 4151 members 
Mstep: Class 29 contains 979 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33960 members 
Mstep: Class 32 contains 83267 members 
Mstep: Class 33 contains 3545 members 
Mstep: Class 34 contains 6110 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950352.000000 Penalty: 77880.085938
Iteration 198Q: 36 clusters Score -1.089504e+08 nChanged 631
Entering ConstructFrom: 
Score: -108950352.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (4057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Entering Unmasked Estep 
Score: -512620.031250 Penalty: 1350.082275
	Iteration 0F: 2 clusters Score -512620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -509271.500000 Penalty: 2700.164551
	Iteration 0F: 3 clusters Score -509271.5 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -510108.875000 Penalty: 2700.164551
	Iteration 1F: 3 clusters Score -510108.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -510263.906250 Penalty: 2700.164551
	Iteration 2F: 3 clusters Score -510263.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -510372.687500 Penalty: 2700.164551
	Iteration 3Q: 3 clusters Score -510372.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -510469.562500 Penalty: 2700.164551
	Iteration 4Q: 3 clusters Score -510469.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -510551.218750 Penalty: 2700.164551
	Iteration 5Q: 3 clusters Score -510551.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -510618.750000 Penalty: 2700.164551
	Iteration 6Q: 3 clusters Score -510618.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -510688.000000 Penalty: 2700.164551
	Iteration 7Q: 3 clusters Score -510688 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -510758.093750 Penalty: 2700.164551
	Iteration 8Q: 3 clusters Score -510758.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -510826.343750 Penalty: 2700.164551
	Iteration 9Q: 3 clusters Score -510826.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -510895.156250 Penalty: 2700.164551
	Iteration 10Q: 3 clusters Score -510895.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -510958.718750 Penalty: 2700.164551
	Iteration 11Q: 3 clusters Score -510958.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -511036.062500 Penalty: 2700.164551
	Iteration 12Q: 3 clusters Score -511036.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -511094.968750 Penalty: 2700.164551
	Iteration 13Q: 3 clusters Score -511095 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -511146.281250 Penalty: 2700.164551
	Iteration 14Q: 3 clusters Score -511146.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -511196.562500 Penalty: 2700.164551
	Iteration 15Q: 3 clusters Score -511196.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -511243.812500 Penalty: 2700.164551
	Iteration 16Q: 3 clusters Score -511243.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -511296.843750 Penalty: 2700.164551
	Iteration 17Q: 3 clusters Score -511296.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -511328.312500 Penalty: 2700.164551
	Iteration 18Q: 3 clusters Score -511328.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -511348.500000 Penalty: 2700.164551
	Iteration 19Q: 3 clusters Score -511348.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -511367.406250 Penalty: 2700.164551
	Iteration 20F: 3 clusters Score -511367.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -511380.718750 Penalty: 2700.164551
	Iteration 21Q: 3 clusters Score -511380.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -511392.250000 Penalty: 2700.164551
	Iteration 22Q: 3 clusters Score -511392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -511402.656250 Penalty: 2700.164551
	Iteration 23Q: 3 clusters Score -511402.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -511410.562500 Penalty: 2700.164551
	Iteration 24Q: 3 clusters Score -511410.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -511419.843750 Penalty: 2700.164551
	Iteration 25Q: 3 clusters Score -511419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -511421.812500 Penalty: 2700.164551
	Iteration 26Q: 3 clusters Score -511421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -511423.093750 Penalty: 2700.164551
	Iteration 27Q: 3 clusters Score -511423.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -511425.500000 Penalty: 2700.164551
	Iteration 28Q: 3 clusters Score -511425.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -511427.000000 Penalty: 2700.164551
	Iteration 29Q: 3 clusters Score -511427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -511429.531250 Penalty: 2700.164551
	Iteration 30Q: 3 clusters Score -511429.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -511429.531250 Penalty: 2700.164551
	Iteration 31F: 3 clusters Score -511429.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (136717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136717 members 
Entering Unmasked Estep 
Score: -17351256.000000 Penalty: 1921.671143
	Iteration 0F: 2 clusters Score -1.735126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -17269530.000000 Penalty: 3843.342285
	Iteration 0F: 3 clusters Score -1.726953e+07 nChanged 65838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 66466 members 
Entering Unmasked Estep 
Score: -17308778.000000 Penalty: 3843.342285
	Iteration 1F: 3 clusters Score -1.730878e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 65643 members 
Entering Unmasked Estep 
Score: -17309986.000000 Penalty: 3843.342285
	Iteration 2Q: 3 clusters Score -1.730999e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -17311428.000000 Penalty: 3843.342285
	Iteration 3Q: 3 clusters Score -1.731143e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -17313548.000000 Penalty: 3843.342285
	Iteration 4Q: 3 clusters Score -1.731355e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76827 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -17316274.000000 Penalty: 3843.342285
	Iteration 5Q: 3 clusters Score -1.731627e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -17319908.000000 Penalty: 3843.342285
	Iteration 6Q: 3 clusters Score -1.731991e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -17323970.000000 Penalty: 3843.342285
	Iteration 7F: 3 clusters Score -1.732397e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -17327828.000000 Penalty: 3843.342285
	Iteration 8F: 3 clusters Score -1.732783e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96450 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -17331804.000000 Penalty: 3843.342285
	Iteration 9F: 3 clusters Score -1.73318e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103065 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -17335892.000000 Penalty: 3843.342285
	Iteration 10F: 3 clusters Score -1.733589e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109899 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -17340658.000000 Penalty: 3843.342285
	Iteration 11F: 3 clusters Score -1.734066e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116583 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -17345010.000000 Penalty: 3843.342285
	Iteration 12Q: 3 clusters Score -1.734501e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122365 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -17347110.000000 Penalty: 3843.342285
	Iteration 13Q: 3 clusters Score -1.734711e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126797 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -17348438.000000 Penalty: 3843.342285
	Iteration 14Q: 3 clusters Score -1.734844e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129918 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -17349428.000000 Penalty: 3843.342285
	Iteration 15Q: 3 clusters Score -1.734943e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131952 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -17349704.000000 Penalty: 3843.342285
	Iteration 16Q: 3 clusters Score -1.73497e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133268 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -17349880.000000 Penalty: 3843.342285
	Iteration 17Q: 3 clusters Score -1.734988e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134061 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -17350050.000000 Penalty: 3843.342285
	Iteration 18Q: 3 clusters Score -1.735005e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134569 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -17350048.000000 Penalty: 3843.342285
	Iteration 19Q: 3 clusters Score -1.735005e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134912 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -17350052.000000 Penalty: 3843.342285
	Iteration 20F: 3 clusters Score -1.735005e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135145 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -17350052.000000 Penalty: 3843.342285
	Iteration 21Q: 3 clusters Score -1.735005e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135293 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -17350088.000000 Penalty: 3843.342285
	Iteration 22Q: 3 clusters Score -1.735009e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135392 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -17350114.000000 Penalty: 3843.342285
	Iteration 23Q: 3 clusters Score -1.735011e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135473 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -17350130.000000 Penalty: 3843.342285
	Iteration 24Q: 3 clusters Score -1.735013e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135529 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -17350138.000000 Penalty: 3843.342285
	Iteration 25Q: 3 clusters Score -1.735014e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135576 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -17350110.000000 Penalty: 3843.342285
	Iteration 26Q: 3 clusters Score -1.735011e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135617 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -17350124.000000 Penalty: 3843.342285
	Iteration 27Q: 3 clusters Score -1.735012e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135641 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -17350114.000000 Penalty: 3843.342285
	Iteration 28Q: 3 clusters Score -1.735011e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135658 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -17350120.000000 Penalty: 3843.342285
	Iteration 29Q: 3 clusters Score -1.735012e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135677 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -17350102.000000 Penalty: 3843.342285
	Iteration 30Q: 3 clusters Score -1.73501e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135700 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -17350128.000000 Penalty: 3843.342285
	Iteration 31Q: 3 clusters Score -1.735013e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135722 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -17350128.000000 Penalty: 3843.342285
	Iteration 32Q: 3 clusters Score -1.735013e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135741 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -17350124.000000 Penalty: 3843.342285
	Iteration 33Q: 3 clusters Score -1.735012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135755 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -17350120.000000 Penalty: 3843.342285
	Iteration 34Q: 3 clusters Score -1.735012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135768 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -17350118.000000 Penalty: 3843.342285
	Iteration 35Q: 3 clusters Score -1.735012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135774 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -17350122.000000 Penalty: 3843.342285
	Iteration 36Q: 3 clusters Score -1.735012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135780 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -17350120.000000 Penalty: 3843.342285
	Iteration 37Q: 3 clusters Score -1.735012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135786 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -17350098.000000 Penalty: 3843.342285
	Iteration 38Q: 3 clusters Score -1.73501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135791 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -17350100.000000 Penalty: 3843.342285
	Iteration 39Q: 3 clusters Score -1.73501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135799 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -17350108.000000 Penalty: 3843.342285
	Iteration 40F: 3 clusters Score -1.735011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135806 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -17350110.000000 Penalty: 3843.342285
	Iteration 41Q: 3 clusters Score -1.735011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135815 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -17350126.000000 Penalty: 3843.342285
	Iteration 42Q: 3 clusters Score -1.735013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135825 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -17350118.000000 Penalty: 3843.342285
	Iteration 43Q: 3 clusters Score -1.735012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135829 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -17350122.000000 Penalty: 3843.342285
	Iteration 44Q: 3 clusters Score -1.735012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135833 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -17350118.000000 Penalty: 3843.342285
	Iteration 45Q: 3 clusters Score -1.735012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135835 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -17350124.000000 Penalty: 3843.342285
	Iteration 46Q: 3 clusters Score -1.735012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135838 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -17350126.000000 Penalty: 3843.342285
	Iteration 47Q: 3 clusters Score -1.735013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135840 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -17350110.000000 Penalty: 3843.342285
	Iteration 48Q: 3 clusters Score -1.735011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135844 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -17350108.000000 Penalty: 3843.342285
	Iteration 49Q: 3 clusters Score -1.735011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135846 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -17350098.000000 Penalty: 3843.342285
	Iteration 50Q: 3 clusters Score -1.73501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135849 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -17350096.000000 Penalty: 3843.342285
	Iteration 51Q: 3 clusters Score -1.73501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135853 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -17350116.000000 Penalty: 3843.342285
	Iteration 52Q: 3 clusters Score -1.735012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135853 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -17350116.000000 Penalty: 3843.342285
	Iteration 53Q: 3 clusters Score -1.735012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135855 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -17350116.000000 Penalty: 3843.342285
	Iteration 54Q: 3 clusters Score -1.735012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135857 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -17350110.000000 Penalty: 3843.342285
	Iteration 55Q: 3 clusters Score -1.735011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135861 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -17350112.000000 Penalty: 3843.342285
	Iteration 56Q: 3 clusters Score -1.735011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135862 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -17350106.000000 Penalty: 3843.342285
	Iteration 57Q: 3 clusters Score -1.735011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135862 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -17350118.000000 Penalty: 3843.342285
	Iteration 58Q: 3 clusters Score -1.735012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135861 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -17350108.000000 Penalty: 3843.342285
	Iteration 59Q: 3 clusters Score -1.735011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135863 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -17350118.000000 Penalty: 3843.342285
	Iteration 60F: 3 clusters Score -1.735012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135862 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -17350126.000000 Penalty: 3843.342285
	Iteration 61Q: 3 clusters Score -1.735013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135861 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -17350130.000000 Penalty: 3843.342285
	Iteration 62Q: 3 clusters Score -1.735013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135861 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -17350130.000000 Penalty: 3843.342285
	Iteration 63F: 3 clusters Score -1.735013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Entering Unmasked Estep 
Score: -785983.937500 Penalty: 1442.665283
	Iteration 0F: 2 clusters Score -785983.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -780687.562500 Penalty: 2885.330566
	Iteration 0F: 3 clusters Score -780687.6 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -782539.937500 Penalty: 2885.330566
	Iteration 1F: 3 clusters Score -782539.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -782884.937500 Penalty: 2885.330566
	Iteration 2F: 3 clusters Score -782884.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -783166.062500 Penalty: 2885.330566
	Iteration 3F: 3 clusters Score -783166.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -783479.437500 Penalty: 2885.330566
	Iteration 4F: 3 clusters Score -783479.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -783855.250000 Penalty: 2885.330566
	Iteration 5F: 3 clusters Score -783855.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -784222.500000 Penalty: 2885.330566
	Iteration 6F: 3 clusters Score -784222.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -784551.000000 Penalty: 2885.330566
	Iteration 7F: 3 clusters Score -784551 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -784790.437500 Penalty: 2885.330566
	Iteration 8Q: 3 clusters Score -784790.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -784966.562500 Penalty: 2885.330566
	Iteration 9Q: 3 clusters Score -784966.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -785106.187500 Penalty: 2885.330566
	Iteration 10Q: 3 clusters Score -785106.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -785195.062500 Penalty: 2885.330566
	Iteration 11Q: 3 clusters Score -785195.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -785274.812500 Penalty: 2885.330566
	Iteration 12Q: 3 clusters Score -785274.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -785335.750000 Penalty: 2885.330566
	Iteration 13Q: 3 clusters Score -785335.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -785382.312500 Penalty: 2885.330566
	Iteration 14Q: 3 clusters Score -785382.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -785417.312500 Penalty: 2885.330566
	Iteration 15Q: 3 clusters Score -785417.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -785442.062500 Penalty: 2885.330566
	Iteration 16Q: 3 clusters Score -785442.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -785466.250000 Penalty: 2885.330566
	Iteration 17Q: 3 clusters Score -785466.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -785487.687500 Penalty: 2885.330566
	Iteration 18Q: 3 clusters Score -785487.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -785508.750000 Penalty: 2885.330566
	Iteration 19Q: 3 clusters Score -785508.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -785528.562500 Penalty: 2885.330566
	Iteration 20F: 3 clusters Score -785528.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -785546.000000 Penalty: 2885.330566
	Iteration 21Q: 3 clusters Score -785546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -785558.375000 Penalty: 2885.330566
	Iteration 22Q: 3 clusters Score -785558.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -785571.500000 Penalty: 2885.330566
	Iteration 23Q: 3 clusters Score -785571.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -785582.125000 Penalty: 2885.330566
	Iteration 24Q: 3 clusters Score -785582.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -785587.125000 Penalty: 2885.330566
	Iteration 25Q: 3 clusters Score -785587.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -785592.125000 Penalty: 2885.330566
	Iteration 26Q: 3 clusters Score -785592.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -785597.125000 Penalty: 2885.330566
	Iteration 27Q: 3 clusters Score -785597.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -785599.937500 Penalty: 2885.330566
	Iteration 28Q: 3 clusters Score -785599.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -785600.500000 Penalty: 2885.330566
	Iteration 29Q: 3 clusters Score -785600.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -785603.625000 Penalty: 2885.330566
	Iteration 30Q: 3 clusters Score -785603.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -785604.000000 Penalty: 2885.330566
	Iteration 31Q: 3 clusters Score -785604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -785605.375000 Penalty: 2885.330566
	Iteration 32Q: 3 clusters Score -785605.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -785607.437500 Penalty: 2885.330566
	Iteration 33Q: 3 clusters Score -785607.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -785610.125000 Penalty: 2885.330566
	Iteration 34Q: 3 clusters Score -785610.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -785613.125000 Penalty: 2885.330566
	Iteration 35Q: 3 clusters Score -785613.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -785613.687500 Penalty: 2885.330566
	Iteration 36Q: 3 clusters Score -785613.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -785615.125000 Penalty: 2885.330566
	Iteration 37Q: 3 clusters Score -785615.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -785619.125000 Penalty: 2885.330566
	Iteration 38Q: 3 clusters Score -785619.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -785621.500000 Penalty: 2885.330566
	Iteration 39Q: 3 clusters Score -785621.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -785624.562500 Penalty: 2885.330566
	Iteration 40F: 3 clusters Score -785624.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -785626.687500 Penalty: 2885.330566
	Iteration 41Q: 3 clusters Score -785626.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -785634.125000 Penalty: 2885.330566
	Iteration 42Q: 3 clusters Score -785634.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -785639.812500 Penalty: 2885.330566
	Iteration 43Q: 3 clusters Score -785639.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -785646.625000 Penalty: 2885.330566
	Iteration 44Q: 3 clusters Score -785646.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -785652.000000 Penalty: 2885.330566
	Iteration 45Q: 3 clusters Score -785652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -785660.000000 Penalty: 2885.330566
	Iteration 46Q: 3 clusters Score -785660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -785665.250000 Penalty: 2885.330566
	Iteration 47Q: 3 clusters Score -785665.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -785670.375000 Penalty: 2885.330566
	Iteration 48Q: 3 clusters Score -785670.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -785674.500000 Penalty: 2885.330566
	Iteration 49Q: 3 clusters Score -785674.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -785680.750000 Penalty: 2885.330566
	Iteration 50Q: 3 clusters Score -785680.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -785679.500000 Penalty: 2885.330566
	Iteration 51Q: 3 clusters Score -785679.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -785677.437500 Penalty: 2885.330566
	Iteration 52Q: 3 clusters Score -785677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -785681.437500 Penalty: 2885.330566
	Iteration 53Q: 3 clusters Score -785681.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -785683.062500 Penalty: 2885.330566
	Iteration 54Q: 3 clusters Score -785683.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -785683.750000 Penalty: 2885.330566
	Iteration 55Q: 3 clusters Score -785683.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -785684.437500 Penalty: 2885.330566
	Iteration 56Q: 3 clusters Score -785684.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -785684.812500 Penalty: 2885.330566
	Iteration 57Q: 3 clusters Score -785684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -785684.500000 Penalty: 2885.330566
	Iteration 58Q: 3 clusters Score -785684.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -785685.125000 Penalty: 2885.330566
	Iteration 59Q: 3 clusters Score -785685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -785686.125000 Penalty: 2885.330566
	Iteration 60F: 3 clusters Score -785686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -785687.125000 Penalty: 2885.330566
	Iteration 61Q: 3 clusters Score -785687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -785687.312500 Penalty: 2885.330566
	Iteration 62Q: 3 clusters Score -785687.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -785687.312500 Penalty: 2885.330566
	Iteration 63Q: 3 clusters Score -785687.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -785687.312500 Penalty: 2885.330566
	Iteration 64F: 3 clusters Score -785687.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Entering Unmasked Estep 
Score: -4429434.500000 Penalty: 1710.260864
	Iteration 0F: 2 clusters Score -4429434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4404520.500000 Penalty: 3420.521729
	Iteration 0F: 3 clusters Score -4404520 nChanged 17188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -4414295.000000 Penalty: 3420.521729
	Iteration 1F: 3 clusters Score -4414295 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4414877.000000 Penalty: 3420.521729
	Iteration 2Q: 3 clusters Score -4414877 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4415446.500000 Penalty: 3420.521729
	Iteration 3Q: 3 clusters Score -4415446 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -4416019.500000 Penalty: 3420.521729
	Iteration 4Q: 3 clusters Score -4416020 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4416738.500000 Penalty: 3420.521729
	Iteration 5Q: 3 clusters Score -4416738 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -4417701.500000 Penalty: 3420.521729
	Iteration 6F: 3 clusters Score -4417702 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -4418925.000000 Penalty: 3420.521729
	Iteration 7F: 3 clusters Score -4418925 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -4420387.500000 Penalty: 3420.521729
	Iteration 8F: 3 clusters Score -4420388 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -4422156.500000 Penalty: 3420.521729
	Iteration 9F: 3 clusters Score -4422156 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -4424002.500000 Penalty: 3420.521729
	Iteration 10F: 3 clusters Score -4424002 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4425606.000000 Penalty: 3420.521729
	Iteration 11Q: 3 clusters Score -4425606 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4426710.000000 Penalty: 3420.521729
	Iteration 12Q: 3 clusters Score -4426710 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4427303.500000 Penalty: 3420.521729
	Iteration 13Q: 3 clusters Score -4427304 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4427655.000000 Penalty: 3420.521729
	Iteration 14Q: 3 clusters Score -4427655 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4427849.000000 Penalty: 3420.521729
	Iteration 15Q: 3 clusters Score -4427849 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4427965.500000 Penalty: 3420.521729
	Iteration 16Q: 3 clusters Score -4427966 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4428025.000000 Penalty: 3420.521729
	Iteration 17Q: 3 clusters Score -4428025 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4428072.500000 Penalty: 3420.521729
	Iteration 18Q: 3 clusters Score -4428072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4428115.500000 Penalty: 3420.521729
	Iteration 19Q: 3 clusters Score -4428116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4428138.000000 Penalty: 3420.521729
	Iteration 20F: 3 clusters Score -4428138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4428167.000000 Penalty: 3420.521729
	Iteration 21Q: 3 clusters Score -4428167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4428184.500000 Penalty: 3420.521729
	Iteration 22Q: 3 clusters Score -4428184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4428194.500000 Penalty: 3420.521729
	Iteration 23Q: 3 clusters Score -4428194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4428207.000000 Penalty: 3420.521729
	Iteration 24Q: 3 clusters Score -4428207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4428209.500000 Penalty: 3420.521729
	Iteration 25Q: 3 clusters Score -4428210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4428217.000000 Penalty: 3420.521729
	Iteration 26Q: 3 clusters Score -4428217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4428230.500000 Penalty: 3420.521729
	Iteration 27Q: 3 clusters Score -4428230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4428227.000000 Penalty: 3420.521729
	Iteration 28Q: 3 clusters Score -4428227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4428232.500000 Penalty: 3420.521729
	Iteration 29Q: 3 clusters Score -4428232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4428233.500000 Penalty: 3420.521729
	Iteration 30Q: 3 clusters Score -4428234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4428234.500000 Penalty: 3420.521729
	Iteration 31Q: 3 clusters Score -4428234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4428236.500000 Penalty: 3420.521729
	Iteration 32Q: 3 clusters Score -4428236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4428232.500000 Penalty: 3420.521729
	Iteration 33Q: 3 clusters Score -4428232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4428234.000000 Penalty: 3420.521729
	Iteration 34Q: 3 clusters Score -4428234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4428234.000000 Penalty: 3420.521729
	Iteration 35Q: 3 clusters Score -4428234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4428233.000000 Penalty: 3420.521729
	Iteration 36Q: 3 clusters Score -4428233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4428230.500000 Penalty: 3420.521729
	Iteration 37Q: 3 clusters Score -4428230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4428230.000000 Penalty: 3420.521729
	Iteration 38Q: 3 clusters Score -4428230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4428232.000000 Penalty: 3420.521729
	Iteration 39Q: 3 clusters Score -4428232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4428236.000000 Penalty: 3420.521729
	Iteration 40F: 3 clusters Score -4428236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4428235.000000 Penalty: 3420.521729
	Iteration 41Q: 3 clusters Score -4428235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4428242.000000 Penalty: 3420.521729
	Iteration 42Q: 3 clusters Score -4428242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4428243.000000 Penalty: 3420.521729
	Iteration 43Q: 3 clusters Score -4428243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4428243.000000 Penalty: 3420.521729
	Iteration 44F: 3 clusters Score -4428243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -14574.541016 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -14574.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14024.240234 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -14024.24 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14556.478516 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -14556.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14768.413086 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -14768.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14785.585938 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -14785.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14795.627930 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -14795.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14815.675781 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -14815.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14815.675781 Penalty: 1783.904785
	Iteration 6F: 3 clusters Score -14815.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 136717 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 37223 members 
Mstep: Class 5 contains 139 members 
Mstep: Class 6 contains 40740 members 
Mstep: Class 7 contains 18203 members 
Mstep: Class 8 contains 116810 members 
Mstep: Class 9 contains 17273 members 
Mstep: Class 10 contains 21399 members 
Mstep: Class 11 contains 38623 members 
Mstep: Class 12 contains 16339 members 
Mstep: Class 13 contains 26855 members 
Mstep: Class 14 contains 12413 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7015 members 
Mstep: Class 17 contains 9645 members 
Mstep: Class 18 contains 43169 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5627 members 
Mstep: Class 22 contains 26699 members 
Mstep: Class 23 contains 23151 members 
Mstep: Class 24 contains 119694 members 
Mstep: Class 25 contains 5347 members 
Mstep: Class 26 contains 103 members 
Mstep: Class 27 contains 4565 members 
Mstep: Class 28 contains 4151 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33965 members 
Mstep: Class 32 contains 83254 members 
Mstep: Class 33 contains 3545 members 
Mstep: Class 34 contains 6111 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
Score: -108949568.000000 Penalty: 80105.234375
Splitting cluster 5 changes total score from -108950352.000000 to -108949568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (40740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Entering Unmasked Estep 
Score: -4803468.000000 Penalty: 1724.931885
	Iteration 0F: 2 clusters Score -4803468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4776198.500000 Penalty: 3449.863770
	Iteration 0F: 3 clusters Score -4776198 nChanged 18950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -4786784.000000 Penalty: 3449.863770
	Iteration 1F: 3 clusters Score -4786784 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -4787557.500000 Penalty: 3449.863770
	Iteration 2Q: 3 clusters Score -4787558 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -4788384.500000 Penalty: 3449.863770
	Iteration 3Q: 3 clusters Score -4788384 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -4789350.000000 Penalty: 3449.863770
	Iteration 4F: 3 clusters Score -4789350 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4790510.500000 Penalty: 3449.863770
	Iteration 5F: 3 clusters Score -4790510 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -4791765.000000 Penalty: 3449.863770
	Iteration 6F: 3 clusters Score -4791765 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -4793210.500000 Penalty: 3449.863770
	Iteration 7F: 3 clusters Score -4793210 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -4794484.000000 Penalty: 3449.863770
	Iteration 8F: 3 clusters Score -4794484 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -4795832.500000 Penalty: 3449.863770
	Iteration 9Q: 3 clusters Score -4795832 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -4796876.000000 Penalty: 3449.863770
	Iteration 10Q: 3 clusters Score -4796876 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -4797594.500000 Penalty: 3449.863770
	Iteration 11Q: 3 clusters Score -4797594 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -4797994.000000 Penalty: 3449.863770
	Iteration 12Q: 3 clusters Score -4797994 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -4798208.500000 Penalty: 3449.863770
	Iteration 13Q: 3 clusters Score -4798208 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -4798319.000000 Penalty: 3449.863770
	Iteration 14Q: 3 clusters Score -4798319 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -4798423.500000 Penalty: 3449.863770
	Iteration 15Q: 3 clusters Score -4798424 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -4798498.500000 Penalty: 3449.863770
	Iteration 16Q: 3 clusters Score -4798498 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -4798566.500000 Penalty: 3449.863770
	Iteration 17Q: 3 clusters Score -4798566 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -4798604.000000 Penalty: 3449.863770
	Iteration 18Q: 3 clusters Score -4798604 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -4798670.500000 Penalty: 3449.863770
	Iteration 19Q: 3 clusters Score -4798670 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -4798728.000000 Penalty: 3449.863770
	Iteration 20F: 3 clusters Score -4798728 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -4798783.500000 Penalty: 3449.863770
	Iteration 21Q: 3 clusters Score -4798784 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -4798865.000000 Penalty: 3449.863770
	Iteration 22Q: 3 clusters Score -4798865 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -4798952.000000 Penalty: 3449.863770
	Iteration 23Q: 3 clusters Score -4798952 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -4799022.000000 Penalty: 3449.863770
	Iteration 24Q: 3 clusters Score -4799022 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -4799076.500000 Penalty: 3449.863770
	Iteration 25Q: 3 clusters Score -4799076 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -4799175.000000 Penalty: 3449.863770
	Iteration 26Q: 3 clusters Score -4799175 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -4799269.500000 Penalty: 3449.863770
	Iteration 27Q: 3 clusters Score -4799270 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -4799358.500000 Penalty: 3449.863770
	Iteration 28Q: 3 clusters Score -4799358 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -4799435.500000 Penalty: 3449.863770
	Iteration 29Q: 3 clusters Score -4799436 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -4799556.000000 Penalty: 3449.863770
	Iteration 30Q: 3 clusters Score -4799556 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -4799694.000000 Penalty: 3449.863770
	Iteration 31Q: 3 clusters Score -4799694 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -4799838.000000 Penalty: 3449.863770
	Iteration 32Q: 3 clusters Score -4799838 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4800037.500000 Penalty: 3449.863770
	Iteration 33Q: 3 clusters Score -4800038 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -4800228.500000 Penalty: 3449.863770
	Iteration 34Q: 3 clusters Score -4800228 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -4800427.000000 Penalty: 3449.863770
	Iteration 35Q: 3 clusters Score -4800427 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -4800629.500000 Penalty: 3449.863770
	Iteration 36Q: 3 clusters Score -4800630 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -4800807.000000 Penalty: 3449.863770
	Iteration 37Q: 3 clusters Score -4800807 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -4801012.500000 Penalty: 3449.863770
	Iteration 38Q: 3 clusters Score -4801012 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -4801178.000000 Penalty: 3449.863770
	Iteration 39Q: 3 clusters Score -4801178 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -4801331.500000 Penalty: 3449.863770
	Iteration 40F: 3 clusters Score -4801332 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -4801462.500000 Penalty: 3449.863770
	Iteration 41Q: 3 clusters Score -4801462 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -4801594.000000 Penalty: 3449.863770
	Iteration 42Q: 3 clusters Score -4801594 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -4801705.500000 Penalty: 3449.863770
	Iteration 43Q: 3 clusters Score -4801706 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -4801782.500000 Penalty: 3449.863770
	Iteration 44Q: 3 clusters Score -4801782 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -4801858.000000 Penalty: 3449.863770
	Iteration 45Q: 3 clusters Score -4801858 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -4801912.500000 Penalty: 3449.863770
	Iteration 46Q: 3 clusters Score -4801912 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -4801950.500000 Penalty: 3449.863770
	Iteration 47Q: 3 clusters Score -4801950 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -4801996.000000 Penalty: 3449.863770
	Iteration 48Q: 3 clusters Score -4801996 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -4802036.500000 Penalty: 3449.863770
	Iteration 49Q: 3 clusters Score -4802036 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -4802069.000000 Penalty: 3449.863770
	Iteration 50Q: 3 clusters Score -4802069 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -4802098.500000 Penalty: 3449.863770
	Iteration 51Q: 3 clusters Score -4802098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -4802109.000000 Penalty: 3449.863770
	Iteration 52Q: 3 clusters Score -4802109 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -4802137.000000 Penalty: 3449.863770
	Iteration 53Q: 3 clusters Score -4802137 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -4802152.000000 Penalty: 3449.863770
	Iteration 54Q: 3 clusters Score -4802152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -4802155.500000 Penalty: 3449.863770
	Iteration 55Q: 3 clusters Score -4802156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -4802171.500000 Penalty: 3449.863770
	Iteration 56Q: 3 clusters Score -4802172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -4802186.000000 Penalty: 3449.863770
	Iteration 57Q: 3 clusters Score -4802186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -4802191.500000 Penalty: 3449.863770
	Iteration 58Q: 3 clusters Score -4802192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -4802195.000000 Penalty: 3449.863770
	Iteration 59Q: 3 clusters Score -4802195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -4802204.000000 Penalty: 3449.863770
	Iteration 60F: 3 clusters Score -4802204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -4802210.500000 Penalty: 3449.863770
	Iteration 61Q: 3 clusters Score -4802210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -4802219.500000 Penalty: 3449.863770
	Iteration 62Q: 3 clusters Score -4802220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -4802218.500000 Penalty: 3449.863770
	Iteration 63Q: 3 clusters Score -4802218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -4802221.000000 Penalty: 3449.863770
	Iteration 64Q: 3 clusters Score -4802221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -4802229.500000 Penalty: 3449.863770
	Iteration 65Q: 3 clusters Score -4802230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -4802227.500000 Penalty: 3449.863770
	Iteration 66Q: 3 clusters Score -4802228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -4802227.000000 Penalty: 3449.863770
	Iteration 67Q: 3 clusters Score -4802227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -4802231.500000 Penalty: 3449.863770
	Iteration 68Q: 3 clusters Score -4802232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -4802234.500000 Penalty: 3449.863770
	Iteration 69Q: 3 clusters Score -4802234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -4802237.500000 Penalty: 3449.863770
	Iteration 70Q: 3 clusters Score -4802238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -4802242.000000 Penalty: 3449.863770
	Iteration 71Q: 3 clusters Score -4802242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -4802246.500000 Penalty: 3449.863770
	Iteration 72Q: 3 clusters Score -4802246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -4802245.500000 Penalty: 3449.863770
	Iteration 73Q: 3 clusters Score -4802246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -4802250.000000 Penalty: 3449.863770
	Iteration 74Q: 3 clusters Score -4802250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -4802253.000000 Penalty: 3449.863770
	Iteration 75Q: 3 clusters Score -4802253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -4802253.000000 Penalty: 3449.863770
	Iteration 76Q: 3 clusters Score -4802253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -4802257.000000 Penalty: 3449.863770
	Iteration 77Q: 3 clusters Score -4802257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -4802255.500000 Penalty: 3449.863770
	Iteration 78Q: 3 clusters Score -4802256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -4802258.500000 Penalty: 3449.863770
	Iteration 79Q: 3 clusters Score -4802258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -4802257.000000 Penalty: 3449.863770
	Iteration 80F: 3 clusters Score -4802257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -4802257.000000 Penalty: 3449.863770
	Iteration 81Q: 3 clusters Score -4802257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -4802258.500000 Penalty: 3449.863770
	Iteration 82Q: 3 clusters Score -4802258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -4802258.500000 Penalty: 3449.863770
	Iteration 83Q: 3 clusters Score -4802258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -4802261.500000 Penalty: 3449.863770
	Iteration 84Q: 3 clusters Score -4802262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -4802264.000000 Penalty: 3449.863770
	Iteration 85Q: 3 clusters Score -4802264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -4802263.000000 Penalty: 3449.863770
	Iteration 86Q: 3 clusters Score -4802263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -4802263.000000 Penalty: 3449.863770
	Iteration 87F: 3 clusters Score -4802263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Entering Unmasked Estep 
Score: -2288059.750000 Penalty: 1594.017944
	Iteration 0F: 2 clusters Score -2288060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2275541.250000 Penalty: 3188.035889
	Iteration 0F: 3 clusters Score -2275541 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2280111.250000 Penalty: 3188.035889
	Iteration 1F: 3 clusters Score -2280111 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2280455.000000 Penalty: 3188.035889
	Iteration 2F: 3 clusters Score -2280455 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2280793.250000 Penalty: 3188.035889
	Iteration 3Q: 3 clusters Score -2280793 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2281106.500000 Penalty: 3188.035889
	Iteration 4Q: 3 clusters Score -2281106 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2281402.250000 Penalty: 3188.035889
	Iteration 5Q: 3 clusters Score -2281402 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2281725.500000 Penalty: 3188.035889
	Iteration 6Q: 3 clusters Score -2281726 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2282083.250000 Penalty: 3188.035889
	Iteration 7Q: 3 clusters Score -2282083 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2282513.000000 Penalty: 3188.035889
	Iteration 8Q: 3 clusters Score -2282513 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2283037.750000 Penalty: 3188.035889
	Iteration 9Q: 3 clusters Score -2283038 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2283651.750000 Penalty: 3188.035889
	Iteration 10Q: 3 clusters Score -2283652 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2284339.250000 Penalty: 3188.035889
	Iteration 11Q: 3 clusters Score -2284339 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2284999.250000 Penalty: 3188.035889
	Iteration 12Q: 3 clusters Score -2284999 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2285572.000000 Penalty: 3188.035889
	Iteration 13Q: 3 clusters Score -2285572 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2285982.750000 Penalty: 3188.035889
	Iteration 14Q: 3 clusters Score -2285983 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2286254.000000 Penalty: 3188.035889
	Iteration 15Q: 3 clusters Score -2286254 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2286411.750000 Penalty: 3188.035889
	Iteration 16Q: 3 clusters Score -2286412 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2286505.750000 Penalty: 3188.035889
	Iteration 17Q: 3 clusters Score -2286506 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2286565.000000 Penalty: 3188.035889
	Iteration 18Q: 3 clusters Score -2286565 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2286603.500000 Penalty: 3188.035889
	Iteration 19Q: 3 clusters Score -2286604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2286649.750000 Penalty: 3188.035889
	Iteration 20F: 3 clusters Score -2286650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2286676.000000 Penalty: 3188.035889
	Iteration 21Q: 3 clusters Score -2286676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2286706.500000 Penalty: 3188.035889
	Iteration 22Q: 3 clusters Score -2286706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2286724.500000 Penalty: 3188.035889
	Iteration 23Q: 3 clusters Score -2286724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2286746.000000 Penalty: 3188.035889
	Iteration 24Q: 3 clusters Score -2286746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2286754.750000 Penalty: 3188.035889
	Iteration 25Q: 3 clusters Score -2286755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2286766.000000 Penalty: 3188.035889
	Iteration 26Q: 3 clusters Score -2286766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2286778.750000 Penalty: 3188.035889
	Iteration 27Q: 3 clusters Score -2286779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2286791.250000 Penalty: 3188.035889
	Iteration 28Q: 3 clusters Score -2286791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2286796.000000 Penalty: 3188.035889
	Iteration 29Q: 3 clusters Score -2286796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2286800.250000 Penalty: 3188.035889
	Iteration 30Q: 3 clusters Score -2286800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2286806.250000 Penalty: 3188.035889
	Iteration 31Q: 3 clusters Score -2286806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2286814.750000 Penalty: 3188.035889
	Iteration 32Q: 3 clusters Score -2286815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2286820.750000 Penalty: 3188.035889
	Iteration 33Q: 3 clusters Score -2286821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2286820.750000 Penalty: 3188.035889
	Iteration 34F: 3 clusters Score -2286821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (116810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116810 members 
Entering Unmasked Estep 
Score: -14924047.000000 Penalty: 1896.099365
	Iteration 0F: 2 clusters Score -1.492405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -14846859.000000 Penalty: 3792.198730
	Iteration 0F: 3 clusters Score -1.484686e+07 nChanged 56119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -14880641.000000 Penalty: 3792.198730
	Iteration 1F: 3 clusters Score -1.488064e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -14882443.000000 Penalty: 3792.198730
	Iteration 2Q: 3 clusters Score -1.488244e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -14884922.000000 Penalty: 3792.198730
	Iteration 3F: 3 clusters Score -1.488492e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 70820 members 
Entering Unmasked Estep 
Score: -14888166.000000 Penalty: 3792.198730
	Iteration 4F: 3 clusters Score -1.488817e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -14891872.000000 Penalty: 3792.198730
	Iteration 5F: 3 clusters Score -1.489187e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 79870 members 
Entering Unmasked Estep 
Score: -14894995.000000 Penalty: 3792.198730
	Iteration 6F: 3 clusters Score -1.4895e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -14898015.000000 Penalty: 3792.198730
	Iteration 7F: 3 clusters Score -1.489802e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -14900754.000000 Penalty: 3792.198730
	Iteration 8Q: 3 clusters Score -1.490075e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 94303 members 
Entering Unmasked Estep 
Score: -14903542.000000 Penalty: 3792.198730
	Iteration 9Q: 3 clusters Score -1.490354e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 99016 members 
Entering Unmasked Estep 
Score: -14906289.000000 Penalty: 3792.198730
	Iteration 10Q: 3 clusters Score -1.490629e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -14909472.000000 Penalty: 3792.198730
	Iteration 11Q: 3 clusters Score -1.490947e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 107584 members 
Entering Unmasked Estep 
Score: -14912661.000000 Penalty: 3792.198730
	Iteration 12Q: 3 clusters Score -1.491266e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 111076 members 
Entering Unmasked Estep 
Score: -14916520.000000 Penalty: 3792.198730
	Iteration 13Q: 3 clusters Score -1.491652e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 113602 members 
Entering Unmasked Estep 
Score: -14919350.000000 Penalty: 3792.198730
	Iteration 14Q: 3 clusters Score -1.491935e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 115233 members 
Entering Unmasked Estep 
Score: -14920989.000000 Penalty: 3792.198730
	Iteration 15Q: 3 clusters Score -1.492099e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 116014 members 
Entering Unmasked Estep 
Score: -14921741.000000 Penalty: 3792.198730
	Iteration 16Q: 3 clusters Score -1.492174e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 116321 members 
Entering Unmasked Estep 
Score: -14922089.000000 Penalty: 3792.198730
	Iteration 17Q: 3 clusters Score -1.492209e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 116433 members 
Entering Unmasked Estep 
Score: -14922234.000000 Penalty: 3792.198730
	Iteration 18Q: 3 clusters Score -1.492223e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 116484 members 
Entering Unmasked Estep 
Score: -14922285.000000 Penalty: 3792.198730
	Iteration 19Q: 3 clusters Score -1.492228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 116509 members 
Entering Unmasked Estep 
Score: -14922341.000000 Penalty: 3792.198730
	Iteration 20F: 3 clusters Score -1.492234e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 116530 members 
Entering Unmasked Estep 
Score: -14922371.000000 Penalty: 3792.198730
	Iteration 21Q: 3 clusters Score -1.492237e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 116530 members 
Entering Unmasked Estep 
Score: -14922371.000000 Penalty: 3792.198730
	Iteration 22Q: 3 clusters Score -1.492237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 116541 members 
Entering Unmasked Estep 
Score: -14922406.000000 Penalty: 3792.198730
	Iteration 23Q: 3 clusters Score -1.492241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 116546 members 
Entering Unmasked Estep 
Score: -14922408.000000 Penalty: 3792.198730
	Iteration 24Q: 3 clusters Score -1.492241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 116548 members 
Entering Unmasked Estep 
Score: -14922411.000000 Penalty: 3792.198730
	Iteration 25Q: 3 clusters Score -1.492241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 116551 members 
Entering Unmasked Estep 
Score: -14922412.000000 Penalty: 3792.198730
	Iteration 26Q: 3 clusters Score -1.492241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 116553 members 
Entering Unmasked Estep 
Score: -14922410.000000 Penalty: 3792.198730
	Iteration 27Q: 3 clusters Score -1.492241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 116553 members 
Entering Unmasked Estep 
Score: -14922410.000000 Penalty: 3792.198730
	Iteration 28F: 3 clusters Score -1.492241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Entering Unmasked Estep 
Score: -2114726.250000 Penalty: 1585.496216
	Iteration 0F: 2 clusters Score -2114726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2102838.750000 Penalty: 3170.992432
	Iteration 0F: 3 clusters Score -2102839 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2107079.750000 Penalty: 3170.992432
	Iteration 1F: 3 clusters Score -2107080 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2107460.250000 Penalty: 3170.992432
	Iteration 2F: 3 clusters Score -2107460 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2107858.750000 Penalty: 3170.992432
	Iteration 3F: 3 clusters Score -2107859 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2108254.250000 Penalty: 3170.992432
	Iteration 4F: 3 clusters Score -2108254 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2108648.250000 Penalty: 3170.992432
	Iteration 5Q: 3 clusters Score -2108648 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2109043.500000 Penalty: 3170.992432
	Iteration 6Q: 3 clusters Score -2109044 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2109429.750000 Penalty: 3170.992432
	Iteration 7Q: 3 clusters Score -2109430 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2109780.250000 Penalty: 3170.992432
	Iteration 8Q: 3 clusters Score -2109780 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2110138.250000 Penalty: 3170.992432
	Iteration 9Q: 3 clusters Score -2110138 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2110500.000000 Penalty: 3170.992432
	Iteration 10Q: 3 clusters Score -2110500 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2110858.000000 Penalty: 3170.992432
	Iteration 11Q: 3 clusters Score -2110858 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2111204.750000 Penalty: 3170.992432
	Iteration 12Q: 3 clusters Score -2111205 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2111539.000000 Penalty: 3170.992432
	Iteration 13Q: 3 clusters Score -2111539 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2111795.750000 Penalty: 3170.992432
	Iteration 14Q: 3 clusters Score -2111796 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2112021.500000 Penalty: 3170.992432
	Iteration 15Q: 3 clusters Score -2112022 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2112189.500000 Penalty: 3170.992432
	Iteration 16Q: 3 clusters Score -2112190 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2112320.000000 Penalty: 3170.992432
	Iteration 17Q: 3 clusters Score -2112320 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2112431.000000 Penalty: 3170.992432
	Iteration 18Q: 3 clusters Score -2112431 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2112539.250000 Penalty: 3170.992432
	Iteration 19Q: 3 clusters Score -2112539 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2112634.250000 Penalty: 3170.992432
	Iteration 20F: 3 clusters Score -2112634 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2112721.750000 Penalty: 3170.992432
	Iteration 21Q: 3 clusters Score -2112722 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2112794.000000 Penalty: 3170.992432
	Iteration 22Q: 3 clusters Score -2112794 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2112859.500000 Penalty: 3170.992432
	Iteration 23Q: 3 clusters Score -2112860 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2112911.500000 Penalty: 3170.992432
	Iteration 24Q: 3 clusters Score -2112912 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2112952.500000 Penalty: 3170.992432
	Iteration 25Q: 3 clusters Score -2112952 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2112995.500000 Penalty: 3170.992432
	Iteration 26Q: 3 clusters Score -2112996 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2113039.250000 Penalty: 3170.992432
	Iteration 27Q: 3 clusters Score -2113039 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2113069.500000 Penalty: 3170.992432
	Iteration 28Q: 3 clusters Score -2113070 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2113098.000000 Penalty: 3170.992432
	Iteration 29Q: 3 clusters Score -2113098 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2113122.750000 Penalty: 3170.992432
	Iteration 30Q: 3 clusters Score -2113123 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2113151.250000 Penalty: 3170.992432
	Iteration 31Q: 3 clusters Score -2113151 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2113174.000000 Penalty: 3170.992432
	Iteration 32Q: 3 clusters Score -2113174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2113196.000000 Penalty: 3170.992432
	Iteration 33Q: 3 clusters Score -2113196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2113212.250000 Penalty: 3170.992432
	Iteration 34Q: 3 clusters Score -2113212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2113227.000000 Penalty: 3170.992432
	Iteration 35Q: 3 clusters Score -2113227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2113248.500000 Penalty: 3170.992432
	Iteration 36Q: 3 clusters Score -2113248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2113252.750000 Penalty: 3170.992432
	Iteration 37Q: 3 clusters Score -2113253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2113263.000000 Penalty: 3170.992432
	Iteration 38Q: 3 clusters Score -2113263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2113273.000000 Penalty: 3170.992432
	Iteration 39Q: 3 clusters Score -2113273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2113281.750000 Penalty: 3170.992432
	Iteration 40F: 3 clusters Score -2113282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2113292.250000 Penalty: 3170.992432
	Iteration 41Q: 3 clusters Score -2113292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2113306.250000 Penalty: 3170.992432
	Iteration 42Q: 3 clusters Score -2113306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2113314.500000 Penalty: 3170.992432
	Iteration 43Q: 3 clusters Score -2113314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2113339.500000 Penalty: 3170.992432
	Iteration 44Q: 3 clusters Score -2113340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2113345.500000 Penalty: 3170.992432
	Iteration 45Q: 3 clusters Score -2113346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2113359.000000 Penalty: 3170.992432
	Iteration 46Q: 3 clusters Score -2113359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2113366.250000 Penalty: 3170.992432
	Iteration 47Q: 3 clusters Score -2113366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2113377.500000 Penalty: 3170.992432
	Iteration 48Q: 3 clusters Score -2113378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2113384.750000 Penalty: 3170.992432
	Iteration 49Q: 3 clusters Score -2113385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2113390.500000 Penalty: 3170.992432
	Iteration 50Q: 3 clusters Score -2113390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2113396.750000 Penalty: 3170.992432
	Iteration 51Q: 3 clusters Score -2113397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2113408.500000 Penalty: 3170.992432
	Iteration 52Q: 3 clusters Score -2113408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2113414.000000 Penalty: 3170.992432
	Iteration 53Q: 3 clusters Score -2113414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2113412.250000 Penalty: 3170.992432
	Iteration 54Q: 3 clusters Score -2113412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2113413.500000 Penalty: 3170.992432
	Iteration 55Q: 3 clusters Score -2113414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2113424.500000 Penalty: 3170.992432
	Iteration 56Q: 3 clusters Score -2113424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2113429.000000 Penalty: 3170.992432
	Iteration 57Q: 3 clusters Score -2113429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2113429.500000 Penalty: 3170.992432
	Iteration 58Q: 3 clusters Score -2113430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2113434.000000 Penalty: 3170.992432
	Iteration 59Q: 3 clusters Score -2113434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2113436.500000 Penalty: 3170.992432
	Iteration 60F: 3 clusters Score -2113436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2113442.000000 Penalty: 3170.992432
	Iteration 61Q: 3 clusters Score -2113442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2113445.500000 Penalty: 3170.992432
	Iteration 62Q: 3 clusters Score -2113446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2113452.000000 Penalty: 3170.992432
	Iteration 63Q: 3 clusters Score -2113452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2113454.000000 Penalty: 3170.992432
	Iteration 64Q: 3 clusters Score -2113454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2113455.500000 Penalty: 3170.992432
	Iteration 65Q: 3 clusters Score -2113456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2113457.250000 Penalty: 3170.992432
	Iteration 66Q: 3 clusters Score -2113457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2113454.000000 Penalty: 3170.992432
	Iteration 67Q: 3 clusters Score -2113454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2113456.500000 Penalty: 3170.992432
	Iteration 68Q: 3 clusters Score -2113456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2113455.750000 Penalty: 3170.992432
	Iteration 69Q: 3 clusters Score -2113456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2113455.750000 Penalty: 3170.992432
	Iteration 70F: 3 clusters Score -2113456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Entering Unmasked Estep 
Score: -2596042.000000 Penalty: 1620.303711
	Iteration 0F: 2 clusters Score -2596042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2581447.500000 Penalty: 3240.607422
	Iteration 0F: 3 clusters Score -2581448 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2586814.500000 Penalty: 3240.607422
	Iteration 1F: 3 clusters Score -2586814 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2587361.250000 Penalty: 3240.607422
	Iteration 2F: 3 clusters Score -2587361 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2588078.750000 Penalty: 3240.607422
	Iteration 3F: 3 clusters Score -2588079 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2589120.500000 Penalty: 3240.607422
	Iteration 4F: 3 clusters Score -2589120 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2590540.750000 Penalty: 3240.607422
	Iteration 5F: 3 clusters Score -2590541 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2592037.250000 Penalty: 3240.607422
	Iteration 6F: 3 clusters Score -2592037 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2593177.250000 Penalty: 3240.607422
	Iteration 7F: 3 clusters Score -2593177 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2593826.250000 Penalty: 3240.607422
	Iteration 8Q: 3 clusters Score -2593826 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2594176.000000 Penalty: 3240.607422
	Iteration 9Q: 3 clusters Score -2594176 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2594409.500000 Penalty: 3240.607422
	Iteration 10Q: 3 clusters Score -2594410 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2594533.000000 Penalty: 3240.607422
	Iteration 11Q: 3 clusters Score -2594533 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2594607.500000 Penalty: 3240.607422
	Iteration 12Q: 3 clusters Score -2594608 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2594657.250000 Penalty: 3240.607422
	Iteration 13Q: 3 clusters Score -2594657 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2594692.250000 Penalty: 3240.607422
	Iteration 14Q: 3 clusters Score -2594692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2594711.000000 Penalty: 3240.607422
	Iteration 15Q: 3 clusters Score -2594711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2594724.250000 Penalty: 3240.607422
	Iteration 16Q: 3 clusters Score -2594724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2594739.250000 Penalty: 3240.607422
	Iteration 17Q: 3 clusters Score -2594739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2594752.250000 Penalty: 3240.607422
	Iteration 18Q: 3 clusters Score -2594752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2594755.250000 Penalty: 3240.607422
	Iteration 19Q: 3 clusters Score -2594755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2594759.750000 Penalty: 3240.607422
	Iteration 20F: 3 clusters Score -2594760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2594768.750000 Penalty: 3240.607422
	Iteration 21Q: 3 clusters Score -2594769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2594774.750000 Penalty: 3240.607422
	Iteration 22Q: 3 clusters Score -2594775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2594776.250000 Penalty: 3240.607422
	Iteration 23Q: 3 clusters Score -2594776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2594773.250000 Penalty: 3240.607422
	Iteration 24Q: 3 clusters Score -2594773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2594774.750000 Penalty: 3240.607422
	Iteration 25Q: 3 clusters Score -2594775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2594779.250000 Penalty: 3240.607422
	Iteration 26Q: 3 clusters Score -2594779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2594776.250000 Penalty: 3240.607422
	Iteration 27Q: 3 clusters Score -2594776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2594779.500000 Penalty: 3240.607422
	Iteration 28Q: 3 clusters Score -2594780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2594786.000000 Penalty: 3240.607422
	Iteration 29Q: 3 clusters Score -2594786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2594786.000000 Penalty: 3240.607422
	Iteration 30F: 3 clusters Score -2594786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Entering Unmasked Estep 
Score: -4975508.000000 Penalty: 1716.260620
	Iteration 0F: 2 clusters Score -4975508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -4949750.500000 Penalty: 3432.521240
	Iteration 0F: 3 clusters Score -4949750 nChanged 17882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -4959925.500000 Penalty: 3432.521240
	Iteration 1F: 3 clusters Score -4959926 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -4960533.000000 Penalty: 3432.521240
	Iteration 2Q: 3 clusters Score -4960533 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -4961384.000000 Penalty: 3432.521240
	Iteration 3F: 3 clusters Score -4961384 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -4962634.000000 Penalty: 3432.521240
	Iteration 4F: 3 clusters Score -4962634 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -4964024.500000 Penalty: 3432.521240
	Iteration 5F: 3 clusters Score -4964024 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -4965357.500000 Penalty: 3432.521240
	Iteration 6F: 3 clusters Score -4965358 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -4966333.000000 Penalty: 3432.521240
	Iteration 7F: 3 clusters Score -4966333 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -4966963.500000 Penalty: 3432.521240
	Iteration 8Q: 3 clusters Score -4966964 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -4967437.500000 Penalty: 3432.521240
	Iteration 9Q: 3 clusters Score -4967438 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -4967861.500000 Penalty: 3432.521240
	Iteration 10Q: 3 clusters Score -4967862 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -4968237.500000 Penalty: 3432.521240
	Iteration 11Q: 3 clusters Score -4968238 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -4968599.000000 Penalty: 3432.521240
	Iteration 12Q: 3 clusters Score -4968599 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -4969084.500000 Penalty: 3432.521240
	Iteration 13Q: 3 clusters Score -4969084 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -4969630.000000 Penalty: 3432.521240
	Iteration 14Q: 3 clusters Score -4969630 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -4970211.500000 Penalty: 3432.521240
	Iteration 15Q: 3 clusters Score -4970212 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -4970836.500000 Penalty: 3432.521240
	Iteration 16Q: 3 clusters Score -4970836 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -4971472.500000 Penalty: 3432.521240
	Iteration 17Q: 3 clusters Score -4971472 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -4972001.000000 Penalty: 3432.521240
	Iteration 18Q: 3 clusters Score -4972001 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -4972368.000000 Penalty: 3432.521240
	Iteration 19Q: 3 clusters Score -4972368 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -4972640.000000 Penalty: 3432.521240
	Iteration 20F: 3 clusters Score -4972640 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -4972875.000000 Penalty: 3432.521240
	Iteration 21Q: 3 clusters Score -4972875 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -4973093.000000 Penalty: 3432.521240
	Iteration 22Q: 3 clusters Score -4973093 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -4973247.000000 Penalty: 3432.521240
	Iteration 23Q: 3 clusters Score -4973247 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -4973384.500000 Penalty: 3432.521240
	Iteration 24Q: 3 clusters Score -4973384 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -4973496.500000 Penalty: 3432.521240
	Iteration 25Q: 3 clusters Score -4973496 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -4973605.500000 Penalty: 3432.521240
	Iteration 26Q: 3 clusters Score -4973606 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -4973695.500000 Penalty: 3432.521240
	Iteration 27Q: 3 clusters Score -4973696 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -4973758.500000 Penalty: 3432.521240
	Iteration 28Q: 3 clusters Score -4973758 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -4973805.000000 Penalty: 3432.521240
	Iteration 29Q: 3 clusters Score -4973805 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -4973849.500000 Penalty: 3432.521240
	Iteration 30Q: 3 clusters Score -4973850 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -4973884.000000 Penalty: 3432.521240
	Iteration 31Q: 3 clusters Score -4973884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -4973908.500000 Penalty: 3432.521240
	Iteration 32Q: 3 clusters Score -4973908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -4973927.000000 Penalty: 3432.521240
	Iteration 33Q: 3 clusters Score -4973927 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4973948.000000 Penalty: 3432.521240
	Iteration 34Q: 3 clusters Score -4973948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -4973971.500000 Penalty: 3432.521240
	Iteration 35Q: 3 clusters Score -4973972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -4973983.000000 Penalty: 3432.521240
	Iteration 36Q: 3 clusters Score -4973983 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -4973994.000000 Penalty: 3432.521240
	Iteration 37Q: 3 clusters Score -4973994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -4974004.500000 Penalty: 3432.521240
	Iteration 38Q: 3 clusters Score -4974004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -4974021.500000 Penalty: 3432.521240
	Iteration 39Q: 3 clusters Score -4974022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -4974020.000000 Penalty: 3432.521240
	Iteration 40F: 3 clusters Score -4974020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -4974027.500000 Penalty: 3432.521240
	Iteration 41Q: 3 clusters Score -4974028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -4974032.500000 Penalty: 3432.521240
	Iteration 42Q: 3 clusters Score -4974032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -4974052.500000 Penalty: 3432.521240
	Iteration 43Q: 3 clusters Score -4974052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -4974051.500000 Penalty: 3432.521240
	Iteration 44Q: 3 clusters Score -4974052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -4974062.000000 Penalty: 3432.521240
	Iteration 45Q: 3 clusters Score -4974062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -4974070.500000 Penalty: 3432.521240
	Iteration 46Q: 3 clusters Score -4974070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -4974070.500000 Penalty: 3432.521240
	Iteration 47Q: 3 clusters Score -4974070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -4974073.500000 Penalty: 3432.521240
	Iteration 48Q: 3 clusters Score -4974074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -4974072.000000 Penalty: 3432.521240
	Iteration 49Q: 3 clusters Score -4974072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -4974073.000000 Penalty: 3432.521240
	Iteration 50Q: 3 clusters Score -4974073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -4974070.000000 Penalty: 3432.521240
	Iteration 51Q: 3 clusters Score -4974070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -4974072.000000 Penalty: 3432.521240
	Iteration 52Q: 3 clusters Score -4974072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -4974076.000000 Penalty: 3432.521240
	Iteration 53Q: 3 clusters Score -4974076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -4974082.500000 Penalty: 3432.521240
	Iteration 54Q: 3 clusters Score -4974082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -4974085.500000 Penalty: 3432.521240
	Iteration 55Q: 3 clusters Score -4974086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -4974081.000000 Penalty: 3432.521240
	Iteration 56Q: 3 clusters Score -4974081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -4974090.500000 Penalty: 3432.521240
	Iteration 57Q: 3 clusters Score -4974090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -4974091.000000 Penalty: 3432.521240
	Iteration 58Q: 3 clusters Score -4974091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -4974092.000000 Penalty: 3432.521240
	Iteration 59Q: 3 clusters Score -4974092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -4974094.000000 Penalty: 3432.521240
	Iteration 60F: 3 clusters Score -4974094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4974101.000000 Penalty: 3432.521240
	Iteration 61Q: 3 clusters Score -4974101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -4974102.500000 Penalty: 3432.521240
	Iteration 62Q: 3 clusters Score -4974102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -4974108.000000 Penalty: 3432.521240
	Iteration 63Q: 3 clusters Score -4974108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -4974107.000000 Penalty: 3432.521240
	Iteration 64Q: 3 clusters Score -4974107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -4974107.500000 Penalty: 3432.521240
	Iteration 65Q: 3 clusters Score -4974108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -4974111.000000 Penalty: 3432.521240
	Iteration 66Q: 3 clusters Score -4974111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -4974108.500000 Penalty: 3432.521240
	Iteration 67Q: 3 clusters Score -4974108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -4974109.500000 Penalty: 3432.521240
	Iteration 68Q: 3 clusters Score -4974110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -4974104.500000 Penalty: 3432.521240
	Iteration 69Q: 3 clusters Score -4974104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -4974100.500000 Penalty: 3432.521240
	Iteration 70Q: 3 clusters Score -4974100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -4974104.500000 Penalty: 3432.521240
	Iteration 71Q: 3 clusters Score -4974104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -4974107.500000 Penalty: 3432.521240
	Iteration 72Q: 3 clusters Score -4974108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -4974107.000000 Penalty: 3432.521240
	Iteration 73Q: 3 clusters Score -4974107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -4974110.000000 Penalty: 3432.521240
	Iteration 74Q: 3 clusters Score -4974110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -4974111.500000 Penalty: 3432.521240
	Iteration 75Q: 3 clusters Score -4974112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -4974114.500000 Penalty: 3432.521240
	Iteration 76Q: 3 clusters Score -4974114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -4974116.500000 Penalty: 3432.521240
	Iteration 77Q: 3 clusters Score -4974116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -4974120.500000 Penalty: 3432.521240
	Iteration 78Q: 3 clusters Score -4974120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -4974128.000000 Penalty: 3432.521240
	Iteration 79Q: 3 clusters Score -4974128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -4974128.000000 Penalty: 3432.521240
	Iteration 80F: 3 clusters Score -4974128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -4974128.000000 Penalty: 3432.521240
	Iteration 81Q: 3 clusters Score -4974128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -4974133.500000 Penalty: 3432.521240
	Iteration 82Q: 3 clusters Score -4974134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -4974139.500000 Penalty: 3432.521240
	Iteration 83Q: 3 clusters Score -4974140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -4974138.500000 Penalty: 3432.521240
	Iteration 84Q: 3 clusters Score -4974138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -4974138.500000 Penalty: 3432.521240
	Iteration 85F: 3 clusters Score -4974138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Entering Unmasked Estep 
Score: -2089519.750000 Penalty: 1576.462891
	Iteration 0F: 2 clusters Score -2089520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2078234.000000 Penalty: 3152.925781
	Iteration 0F: 3 clusters Score -2078234 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2082078.875000 Penalty: 3152.925781
	Iteration 1F: 3 clusters Score -2082079 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2082326.125000 Penalty: 3152.925781
	Iteration 2Q: 3 clusters Score -2082326 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2082520.000000 Penalty: 3152.925781
	Iteration 3Q: 3 clusters Score -2082520 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2082653.000000 Penalty: 3152.925781
	Iteration 4Q: 3 clusters Score -2082653 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2082831.000000 Penalty: 3152.925781
	Iteration 5Q: 3 clusters Score -2082831 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2083003.500000 Penalty: 3152.925781
	Iteration 6Q: 3 clusters Score -2083004 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2083219.625000 Penalty: 3152.925781
	Iteration 7Q: 3 clusters Score -2083220 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2083532.625000 Penalty: 3152.925781
	Iteration 8Q: 3 clusters Score -2083533 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2083989.750000 Penalty: 3152.925781
	Iteration 9Q: 3 clusters Score -2083990 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2084668.625000 Penalty: 3152.925781
	Iteration 10F: 3 clusters Score -2084669 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2085517.375000 Penalty: 3152.925781
	Iteration 11F: 3 clusters Score -2085517 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2086378.250000 Penalty: 3152.925781
	Iteration 12F: 3 clusters Score -2086378 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2087167.000000 Penalty: 3152.925781
	Iteration 13F: 3 clusters Score -2087167 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2087664.500000 Penalty: 3152.925781
	Iteration 14Q: 3 clusters Score -2087664 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2087872.500000 Penalty: 3152.925781
	Iteration 15Q: 3 clusters Score -2087872 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2088006.625000 Penalty: 3152.925781
	Iteration 16Q: 3 clusters Score -2088007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2088075.250000 Penalty: 3152.925781
	Iteration 17Q: 3 clusters Score -2088075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2088102.500000 Penalty: 3152.925781
	Iteration 18Q: 3 clusters Score -2088102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2088116.875000 Penalty: 3152.925781
	Iteration 19Q: 3 clusters Score -2088117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2088124.125000 Penalty: 3152.925781
	Iteration 20F: 3 clusters Score -2088124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2088135.000000 Penalty: 3152.925781
	Iteration 21Q: 3 clusters Score -2088135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2088135.125000 Penalty: 3152.925781
	Iteration 22Q: 3 clusters Score -2088135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2088141.875000 Penalty: 3152.925781
	Iteration 23Q: 3 clusters Score -2088142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2088144.500000 Penalty: 3152.925781
	Iteration 24Q: 3 clusters Score -2088144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2088144.125000 Penalty: 3152.925781
	Iteration 25Q: 3 clusters Score -2088144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2088146.625000 Penalty: 3152.925781
	Iteration 26Q: 3 clusters Score -2088147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2088146.625000 Penalty: 3152.925781
	Iteration 27F: 3 clusters Score -2088147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Entering Unmasked Estep 
Score: -3404114.000000 Penalty: 1657.208618
	Iteration 0F: 2 clusters Score -3404114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3386070.000000 Penalty: 3314.417236
	Iteration 0F: 3 clusters Score -3386070 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3392657.000000 Penalty: 3314.417236
	Iteration 1F: 3 clusters Score -3392657 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3392947.250000 Penalty: 3314.417236
	Iteration 2Q: 3 clusters Score -3392947 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3393263.000000 Penalty: 3314.417236
	Iteration 3Q: 3 clusters Score -3393263 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -3393572.750000 Penalty: 3314.417236
	Iteration 4Q: 3 clusters Score -3393573 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3393896.000000 Penalty: 3314.417236
	Iteration 5Q: 3 clusters Score -3393896 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3394289.250000 Penalty: 3314.417236
	Iteration 6Q: 3 clusters Score -3394289 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3394828.250000 Penalty: 3314.417236
	Iteration 7Q: 3 clusters Score -3394828 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3395546.500000 Penalty: 3314.417236
	Iteration 8Q: 3 clusters Score -3395546 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3396534.250000 Penalty: 3314.417236
	Iteration 9F: 3 clusters Score -3396534 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3397736.500000 Penalty: 3314.417236
	Iteration 10F: 3 clusters Score -3397736 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3399068.000000 Penalty: 3314.417236
	Iteration 11F: 3 clusters Score -3399068 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3400204.000000 Penalty: 3314.417236
	Iteration 12F: 3 clusters Score -3400204 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3401091.500000 Penalty: 3314.417236
	Iteration 13Q: 3 clusters Score -3401092 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -3401685.000000 Penalty: 3314.417236
	Iteration 14Q: 3 clusters Score -3401685 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3402077.750000 Penalty: 3314.417236
	Iteration 15Q: 3 clusters Score -3402078 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3402307.000000 Penalty: 3314.417236
	Iteration 16Q: 3 clusters Score -3402307 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -3402432.250000 Penalty: 3314.417236
	Iteration 17Q: 3 clusters Score -3402432 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3402513.250000 Penalty: 3314.417236
	Iteration 18Q: 3 clusters Score -3402513 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3402567.250000 Penalty: 3314.417236
	Iteration 19Q: 3 clusters Score -3402567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -3402599.750000 Penalty: 3314.417236
	Iteration 20F: 3 clusters Score -3402600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -3402619.750000 Penalty: 3314.417236
	Iteration 21Q: 3 clusters Score -3402620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3402635.750000 Penalty: 3314.417236
	Iteration 22Q: 3 clusters Score -3402636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -3402648.750000 Penalty: 3314.417236
	Iteration 23Q: 3 clusters Score -3402649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3402651.250000 Penalty: 3314.417236
	Iteration 24Q: 3 clusters Score -3402651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3402656.000000 Penalty: 3314.417236
	Iteration 25Q: 3 clusters Score -3402656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3402660.500000 Penalty: 3314.417236
	Iteration 26Q: 3 clusters Score -3402660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3402660.500000 Penalty: 3314.417236
	Iteration 27F: 3 clusters Score -3402660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Entering Unmasked Estep 
Score: -1506194.625000 Penalty: 1531.806152
	Iteration 0F: 2 clusters Score -1506195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1497500.500000 Penalty: 3063.612305
	Iteration 0F: 3 clusters Score -1497500 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1500522.750000 Penalty: 3063.612305
	Iteration 1F: 3 clusters Score -1500523 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1500977.875000 Penalty: 3063.612305
	Iteration 2F: 3 clusters Score -1500978 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1501593.625000 Penalty: 3063.612305
	Iteration 3F: 3 clusters Score -1501594 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1502311.375000 Penalty: 3063.612305
	Iteration 4F: 3 clusters Score -1502311 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1503001.000000 Penalty: 3063.612305
	Iteration 5F: 3 clusters Score -1503001 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1503665.750000 Penalty: 3063.612305
	Iteration 6F: 3 clusters Score -1503666 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1504248.625000 Penalty: 3063.612305
	Iteration 7F: 3 clusters Score -1504249 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1504659.375000 Penalty: 3063.612305
	Iteration 8Q: 3 clusters Score -1504659 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1504962.375000 Penalty: 3063.612305
	Iteration 9Q: 3 clusters Score -1504962 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1505197.875000 Penalty: 3063.612305
	Iteration 10Q: 3 clusters Score -1505198 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1505371.750000 Penalty: 3063.612305
	Iteration 11Q: 3 clusters Score -1505372 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1505492.625000 Penalty: 3063.612305
	Iteration 12Q: 3 clusters Score -1505493 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1505577.375000 Penalty: 3063.612305
	Iteration 13Q: 3 clusters Score -1505577 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1505616.500000 Penalty: 3063.612305
	Iteration 14Q: 3 clusters Score -1505616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1505649.000000 Penalty: 3063.612305
	Iteration 15Q: 3 clusters Score -1505649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1505661.625000 Penalty: 3063.612305
	Iteration 16Q: 3 clusters Score -1505662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1505669.875000 Penalty: 3063.612305
	Iteration 17Q: 3 clusters Score -1505670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1505676.000000 Penalty: 3063.612305
	Iteration 18Q: 3 clusters Score -1505676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1505674.500000 Penalty: 3063.612305
	Iteration 19Q: 3 clusters Score -1505674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1505675.500000 Penalty: 3063.612305
	Iteration 20F: 3 clusters Score -1505676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1505677.500000 Penalty: 3063.612305
	Iteration 21Q: 3 clusters Score -1505678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1505676.625000 Penalty: 3063.612305
	Iteration 22Q: 3 clusters Score -1505677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1505676.000000 Penalty: 3063.612305
	Iteration 23Q: 3 clusters Score -1505676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1505676.000000 Penalty: 3063.612305
	Iteration 24F: 3 clusters Score -1505676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -19583.169922 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -19583.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18887.173828 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -18887.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18964.802734 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -18964.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18985.597656 Penalty: 1737.809937
	Iteration 2Q: 3 clusters Score -18985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18991.703125 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -18991.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18999.753906 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -18999.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19002.621094 Penalty: 1737.809937
	Iteration 5Q: 3 clusters Score -19002.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19008.882812 Penalty: 1737.809937
	Iteration 6Q: 3 clusters Score -19008.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19009.589844 Penalty: 1737.809937
	Iteration 7Q: 3 clusters Score -19009.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19009.589844 Penalty: 1737.809937
	Iteration 8F: 3 clusters Score -19009.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -886744.875000 Penalty: 1439.068481
	Iteration 0F: 2 clusters Score -886744.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -881520.875000 Penalty: 2878.136963
	Iteration 0F: 3 clusters Score -881520.9 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -883099.250000 Penalty: 2878.136963
	Iteration 1F: 3 clusters Score -883099.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -883420.125000 Penalty: 2878.136963
	Iteration 2F: 3 clusters Score -883420.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -883795.625000 Penalty: 2878.136963
	Iteration 3F: 3 clusters Score -883795.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -884298.187500 Penalty: 2878.136963
	Iteration 4F: 3 clusters Score -884298.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -884822.625000 Penalty: 2878.136963
	Iteration 5F: 3 clusters Score -884822.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -885214.687500 Penalty: 2878.136963
	Iteration 6F: 3 clusters Score -885214.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -885487.187500 Penalty: 2878.136963
	Iteration 7F: 3 clusters Score -885487.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -885655.187500 Penalty: 2878.136963
	Iteration 8Q: 3 clusters Score -885655.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -885753.250000 Penalty: 2878.136963
	Iteration 9Q: 3 clusters Score -885753.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -885815.625000 Penalty: 2878.136963
	Iteration 10Q: 3 clusters Score -885815.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -885856.375000 Penalty: 2878.136963
	Iteration 11Q: 3 clusters Score -885856.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -885880.812500 Penalty: 2878.136963
	Iteration 12Q: 3 clusters Score -885880.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -885906.187500 Penalty: 2878.136963
	Iteration 13Q: 3 clusters Score -885906.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -885922.500000 Penalty: 2878.136963
	Iteration 14Q: 3 clusters Score -885922.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -885944.187500 Penalty: 2878.136963
	Iteration 15Q: 3 clusters Score -885944.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -885964.687500 Penalty: 2878.136963
	Iteration 16Q: 3 clusters Score -885964.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -885985.437500 Penalty: 2878.136963
	Iteration 17Q: 3 clusters Score -885985.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -885999.875000 Penalty: 2878.136963
	Iteration 18Q: 3 clusters Score -885999.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -886020.500000 Penalty: 2878.136963
	Iteration 19Q: 3 clusters Score -886020.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -886039.687500 Penalty: 2878.136963
	Iteration 20F: 3 clusters Score -886039.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -886049.062500 Penalty: 2878.136963
	Iteration 21Q: 3 clusters Score -886049.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -886056.375000 Penalty: 2878.136963
	Iteration 22Q: 3 clusters Score -886056.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -886064.500000 Penalty: 2878.136963
	Iteration 23Q: 3 clusters Score -886064.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -886070.750000 Penalty: 2878.136963
	Iteration 24Q: 3 clusters Score -886070.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -886078.500000 Penalty: 2878.136963
	Iteration 25Q: 3 clusters Score -886078.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -886085.562500 Penalty: 2878.136963
	Iteration 26Q: 3 clusters Score -886085.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -886089.250000 Penalty: 2878.136963
	Iteration 27Q: 3 clusters Score -886089.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -886089.187500 Penalty: 2878.136963
	Iteration 28Q: 3 clusters Score -886089.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -886089.812500 Penalty: 2878.136963
	Iteration 29Q: 3 clusters Score -886089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -886093.125000 Penalty: 2878.136963
	Iteration 30Q: 3 clusters Score -886093.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -886090.437500 Penalty: 2878.136963
	Iteration 31Q: 3 clusters Score -886090.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -886090.625000 Penalty: 2878.136963
	Iteration 32Q: 3 clusters Score -886090.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -886090.250000 Penalty: 2878.136963
	Iteration 33Q: 3 clusters Score -886090.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -886090.250000 Penalty: 2878.136963
	Iteration 34F: 3 clusters Score -886090.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Entering Unmasked Estep 
Score: -1208085.750000 Penalty: 1490.806763
	Iteration 0F: 2 clusters Score -1208086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1201146.125000 Penalty: 2981.613525
	Iteration 0F: 3 clusters Score -1201146 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1203313.250000 Penalty: 2981.613525
	Iteration 1F: 3 clusters Score -1203313 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1203605.125000 Penalty: 2981.613525
	Iteration 2F: 3 clusters Score -1203605 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1203855.500000 Penalty: 2981.613525
	Iteration 3F: 3 clusters Score -1203856 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1204089.625000 Penalty: 2981.613525
	Iteration 4Q: 3 clusters Score -1204090 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1204300.375000 Penalty: 2981.613525
	Iteration 5Q: 3 clusters Score -1204300 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1204544.625000 Penalty: 2981.613525
	Iteration 6Q: 3 clusters Score -1204545 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1204881.375000 Penalty: 2981.613525
	Iteration 7Q: 3 clusters Score -1204881 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1205217.750000 Penalty: 2981.613525
	Iteration 8Q: 3 clusters Score -1205218 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1205557.500000 Penalty: 2981.613525
	Iteration 9F: 3 clusters Score -1205558 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1205853.750000 Penalty: 2981.613525
	Iteration 10Q: 3 clusters Score -1205854 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1206119.875000 Penalty: 2981.613525
	Iteration 11Q: 3 clusters Score -1206120 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1206388.750000 Penalty: 2981.613525
	Iteration 12Q: 3 clusters Score -1206389 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1206647.125000 Penalty: 2981.613525
	Iteration 13Q: 3 clusters Score -1206647 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1206841.000000 Penalty: 2981.613525
	Iteration 14Q: 3 clusters Score -1206841 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1206979.125000 Penalty: 2981.613525
	Iteration 15Q: 3 clusters Score -1206979 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1207074.375000 Penalty: 2981.613525
	Iteration 16Q: 3 clusters Score -1207074 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1207135.000000 Penalty: 2981.613525
	Iteration 17Q: 3 clusters Score -1207135 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1207171.000000 Penalty: 2981.613525
	Iteration 18Q: 3 clusters Score -1207171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1207199.750000 Penalty: 2981.613525
	Iteration 19Q: 3 clusters Score -1207200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1207217.500000 Penalty: 2981.613525
	Iteration 20F: 3 clusters Score -1207218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1207233.250000 Penalty: 2981.613525
	Iteration 21Q: 3 clusters Score -1207233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1207241.250000 Penalty: 2981.613525
	Iteration 22Q: 3 clusters Score -1207241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1207245.000000 Penalty: 2981.613525
	Iteration 23Q: 3 clusters Score -1207245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1207247.500000 Penalty: 2981.613525
	Iteration 24Q: 3 clusters Score -1207248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1207248.000000 Penalty: 2981.613525
	Iteration 25Q: 3 clusters Score -1207248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1207251.125000 Penalty: 2981.613525
	Iteration 26Q: 3 clusters Score -1207251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1207251.250000 Penalty: 2981.613525
	Iteration 27Q: 3 clusters Score -1207251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1207251.625000 Penalty: 2981.613525
	Iteration 28Q: 3 clusters Score -1207252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1207251.625000 Penalty: 2981.613525
	Iteration 29F: 3 clusters Score -1207252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Entering Unmasked Estep 
Score: -5493724.000000 Penalty: 1734.342773
	Iteration 0F: 2 clusters Score -5493724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -5464809.500000 Penalty: 3468.685547
	Iteration 0F: 3 clusters Score -5464810 nChanged 20107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -5476187.500000 Penalty: 3468.685547
	Iteration 1F: 3 clusters Score -5476188 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -5476777.000000 Penalty: 3468.685547
	Iteration 2Q: 3 clusters Score -5476777 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -5477391.000000 Penalty: 3468.685547
	Iteration 3Q: 3 clusters Score -5477391 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -5478012.000000 Penalty: 3468.685547
	Iteration 4Q: 3 clusters Score -5478012 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -5478705.000000 Penalty: 3468.685547
	Iteration 5Q: 3 clusters Score -5478705 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -5479428.000000 Penalty: 3468.685547
	Iteration 6Q: 3 clusters Score -5479428 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -5480242.500000 Penalty: 3468.685547
	Iteration 7Q: 3 clusters Score -5480242 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -5481346.000000 Penalty: 3468.685547
	Iteration 8Q: 3 clusters Score -5481346 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -5482730.000000 Penalty: 3468.685547
	Iteration 9F: 3 clusters Score -5482730 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -5484528.500000 Penalty: 3468.685547
	Iteration 10F: 3 clusters Score -5484528 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -5486411.500000 Penalty: 3468.685547
	Iteration 11F: 3 clusters Score -5486412 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -5487833.500000 Penalty: 3468.685547
	Iteration 12F: 3 clusters Score -5487834 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -5488774.500000 Penalty: 3468.685547
	Iteration 13Q: 3 clusters Score -5488774 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -5489462.500000 Penalty: 3468.685547
	Iteration 14Q: 3 clusters Score -5489462 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -5490060.500000 Penalty: 3468.685547
	Iteration 15Q: 3 clusters Score -5490060 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -5490484.000000 Penalty: 3468.685547
	Iteration 16Q: 3 clusters Score -5490484 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -5490880.000000 Penalty: 3468.685547
	Iteration 17Q: 3 clusters Score -5490880 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -5491111.500000 Penalty: 3468.685547
	Iteration 18Q: 3 clusters Score -5491112 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -5491282.000000 Penalty: 3468.685547
	Iteration 19Q: 3 clusters Score -5491282 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -5491391.500000 Penalty: 3468.685547
	Iteration 20F: 3 clusters Score -5491392 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -5491470.500000 Penalty: 3468.685547
	Iteration 21Q: 3 clusters Score -5491470 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -5491524.000000 Penalty: 3468.685547
	Iteration 22Q: 3 clusters Score -5491524 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -5491553.500000 Penalty: 3468.685547
	Iteration 23Q: 3 clusters Score -5491554 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -5491604.500000 Penalty: 3468.685547
	Iteration 24Q: 3 clusters Score -5491604 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -5491652.500000 Penalty: 3468.685547
	Iteration 25Q: 3 clusters Score -5491652 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -5491682.000000 Penalty: 3468.685547
	Iteration 26Q: 3 clusters Score -5491682 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -5491707.500000 Penalty: 3468.685547
	Iteration 27Q: 3 clusters Score -5491708 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -5491725.000000 Penalty: 3468.685547
	Iteration 28Q: 3 clusters Score -5491725 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -5491739.500000 Penalty: 3468.685547
	Iteration 29Q: 3 clusters Score -5491740 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -5491737.500000 Penalty: 3468.685547
	Iteration 30Q: 3 clusters Score -5491738 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -5491770.500000 Penalty: 3468.685547
	Iteration 31Q: 3 clusters Score -5491770 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -5491769.500000 Penalty: 3468.685547
	Iteration 32Q: 3 clusters Score -5491770 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -5491775.000000 Penalty: 3468.685547
	Iteration 33Q: 3 clusters Score -5491775 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -5491787.000000 Penalty: 3468.685547
	Iteration 34Q: 3 clusters Score -5491787 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -5491783.000000 Penalty: 3468.685547
	Iteration 35Q: 3 clusters Score -5491783 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -5491777.000000 Penalty: 3468.685547
	Iteration 36Q: 3 clusters Score -5491777 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -5491792.500000 Penalty: 3468.685547
	Iteration 37Q: 3 clusters Score -5491792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -5491792.000000 Penalty: 3468.685547
	Iteration 38Q: 3 clusters Score -5491792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -5491802.000000 Penalty: 3468.685547
	Iteration 39Q: 3 clusters Score -5491802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -5491793.000000 Penalty: 3468.685547
	Iteration 40F: 3 clusters Score -5491793 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -5491808.000000 Penalty: 3468.685547
	Iteration 41Q: 3 clusters Score -5491808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -5491807.000000 Penalty: 3468.685547
	Iteration 42Q: 3 clusters Score -5491807 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -5491830.500000 Penalty: 3468.685547
	Iteration 43Q: 3 clusters Score -5491830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -5491839.000000 Penalty: 3468.685547
	Iteration 44Q: 3 clusters Score -5491839 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -5491850.500000 Penalty: 3468.685547
	Iteration 45Q: 3 clusters Score -5491850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -5491842.500000 Penalty: 3468.685547
	Iteration 46Q: 3 clusters Score -5491842 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -5491863.500000 Penalty: 3468.685547
	Iteration 47Q: 3 clusters Score -5491864 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -5491861.500000 Penalty: 3468.685547
	Iteration 48Q: 3 clusters Score -5491862 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -5491854.000000 Penalty: 3468.685547
	Iteration 49Q: 3 clusters Score -5491854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -5491861.000000 Penalty: 3468.685547
	Iteration 50Q: 3 clusters Score -5491861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -5491875.500000 Penalty: 3468.685547
	Iteration 51Q: 3 clusters Score -5491876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -5491884.500000 Penalty: 3468.685547
	Iteration 52Q: 3 clusters Score -5491884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -5491881.000000 Penalty: 3468.685547
	Iteration 53Q: 3 clusters Score -5491881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -5491882.000000 Penalty: 3468.685547
	Iteration 54Q: 3 clusters Score -5491882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -5491877.000000 Penalty: 3468.685547
	Iteration 55Q: 3 clusters Score -5491877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -5491876.500000 Penalty: 3468.685547
	Iteration 56Q: 3 clusters Score -5491876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -5491871.500000 Penalty: 3468.685547
	Iteration 57Q: 3 clusters Score -5491872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -5491861.000000 Penalty: 3468.685547
	Iteration 58Q: 3 clusters Score -5491861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -5491870.500000 Penalty: 3468.685547
	Iteration 59Q: 3 clusters Score -5491870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -5491870.000000 Penalty: 3468.685547
	Iteration 60F: 3 clusters Score -5491870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -5491874.000000 Penalty: 3468.685547
	Iteration 61Q: 3 clusters Score -5491874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -5491880.000000 Penalty: 3468.685547
	Iteration 62Q: 3 clusters Score -5491880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -5491868.500000 Penalty: 3468.685547
	Iteration 63Q: 3 clusters Score -5491868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -5491867.500000 Penalty: 3468.685547
	Iteration 64Q: 3 clusters Score -5491868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -5491875.500000 Penalty: 3468.685547
	Iteration 65Q: 3 clusters Score -5491876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -5491874.000000 Penalty: 3468.685547
	Iteration 66Q: 3 clusters Score -5491874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -5491875.000000 Penalty: 3468.685547
	Iteration 67Q: 3 clusters Score -5491875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -5491880.500000 Penalty: 3468.685547
	Iteration 68Q: 3 clusters Score -5491880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -5491877.000000 Penalty: 3468.685547
	Iteration 69Q: 3 clusters Score -5491877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -5491882.500000 Penalty: 3468.685547
	Iteration 70Q: 3 clusters Score -5491882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -5491894.500000 Penalty: 3468.685547
	Iteration 71Q: 3 clusters Score -5491894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -5491894.000000 Penalty: 3468.685547
	Iteration 72Q: 3 clusters Score -5491894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -5491889.000000 Penalty: 3468.685547
	Iteration 73Q: 3 clusters Score -5491889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -5491893.500000 Penalty: 3468.685547
	Iteration 74Q: 3 clusters Score -5491894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -5491886.000000 Penalty: 3468.685547
	Iteration 75Q: 3 clusters Score -5491886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -5491890.000000 Penalty: 3468.685547
	Iteration 76Q: 3 clusters Score -5491890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -5491892.000000 Penalty: 3468.685547
	Iteration 77Q: 3 clusters Score -5491892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -5491899.000000 Penalty: 3468.685547
	Iteration 78Q: 3 clusters Score -5491899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -5491894.000000 Penalty: 3468.685547
	Iteration 79Q: 3 clusters Score -5491894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -5491889.000000 Penalty: 3468.685547
	Iteration 80F: 3 clusters Score -5491889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -5491889.500000 Penalty: 3468.685547
	Iteration 81Q: 3 clusters Score -5491890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -5491890.000000 Penalty: 3468.685547
	Iteration 82Q: 3 clusters Score -5491890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -5491893.000000 Penalty: 3468.685547
	Iteration 83Q: 3 clusters Score -5491893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -5491898.000000 Penalty: 3468.685547
	Iteration 84Q: 3 clusters Score -5491898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -5491898.000000 Penalty: 3468.685547
	Iteration 85Q: 3 clusters Score -5491898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -5491894.000000 Penalty: 3468.685547
	Iteration 86Q: 3 clusters Score -5491894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -5491896.000000 Penalty: 3468.685547
	Iteration 87Q: 3 clusters Score -5491896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -5491901.500000 Penalty: 3468.685547
	Iteration 88Q: 3 clusters Score -5491902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -5491910.500000 Penalty: 3468.685547
	Iteration 89Q: 3 clusters Score -5491910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -5491914.500000 Penalty: 3468.685547
	Iteration 90Q: 3 clusters Score -5491914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -5491911.500000 Penalty: 3468.685547
	Iteration 91Q: 3 clusters Score -5491912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -5491910.000000 Penalty: 3468.685547
	Iteration 92Q: 3 clusters Score -5491910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -5491908.500000 Penalty: 3468.685547
	Iteration 93Q: 3 clusters Score -5491908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -5491909.500000 Penalty: 3468.685547
	Iteration 94Q: 3 clusters Score -5491910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -5491914.000000 Penalty: 3468.685547
	Iteration 95Q: 3 clusters Score -5491914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -5491906.000000 Penalty: 3468.685547
	Iteration 96Q: 3 clusters Score -5491906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -5491915.000000 Penalty: 3468.685547
	Iteration 97Q: 3 clusters Score -5491915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -5491915.500000 Penalty: 3468.685547
	Iteration 98Q: 3 clusters Score -5491916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -5491917.000000 Penalty: 3468.685547
	Iteration 99Q: 3 clusters Score -5491917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -5491921.000000 Penalty: 3468.685547
	Iteration 100F: 3 clusters Score -5491921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -5491922.000000 Penalty: 3468.685547
	Iteration 101Q: 3 clusters Score -5491922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -5491919.000000 Penalty: 3468.685547
	Iteration 102Q: 3 clusters Score -5491919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -5491927.000000 Penalty: 3468.685547
	Iteration 103Q: 3 clusters Score -5491927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -5491927.000000 Penalty: 3468.685547
	Iteration 104Q: 3 clusters Score -5491927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -5491919.500000 Penalty: 3468.685547
	Iteration 105Q: 3 clusters Score -5491920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -5491911.000000 Penalty: 3468.685547
	Iteration 106Q: 3 clusters Score -5491911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -5491914.500000 Penalty: 3468.685547
	Iteration 107Q: 3 clusters Score -5491914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -5491920.500000 Penalty: 3468.685547
	Iteration 108Q: 3 clusters Score -5491920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -5491925.000000 Penalty: 3468.685547
	Iteration 109Q: 3 clusters Score -5491925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -5491918.000000 Penalty: 3468.685547
	Iteration 110Q: 3 clusters Score -5491918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -5491916.500000 Penalty: 3468.685547
	Iteration 111Q: 3 clusters Score -5491916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -5491920.000000 Penalty: 3468.685547
	Iteration 112Q: 3 clusters Score -5491920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -5491926.500000 Penalty: 3468.685547
	Iteration 113Q: 3 clusters Score -5491926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -5491925.500000 Penalty: 3468.685547
	Iteration 114Q: 3 clusters Score -5491926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -5491928.000000 Penalty: 3468.685547
	Iteration 115Q: 3 clusters Score -5491928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -5491929.000000 Penalty: 3468.685547
	Iteration 116Q: 3 clusters Score -5491929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -5491928.500000 Penalty: 3468.685547
	Iteration 117Q: 3 clusters Score -5491928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -5491928.500000 Penalty: 3468.685547
	Iteration 118F: 3 clusters Score -5491928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -172617.156250 Penalty: 1180.859497
	Iteration 0F: 2 clusters Score -172617.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -170914.218750 Penalty: 2361.718994
	Iteration 0F: 3 clusters Score -170914.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -171249.187500 Penalty: 2361.718994
	Iteration 1F: 3 clusters Score -171249.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -171334.609375 Penalty: 2361.718994
	Iteration 2F: 3 clusters Score -171334.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -171387.140625 Penalty: 2361.718994
	Iteration 3Q: 3 clusters Score -171387.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -171436.796875 Penalty: 2361.718994
	Iteration 4Q: 3 clusters Score -171436.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -171482.687500 Penalty: 2361.718994
	Iteration 5Q: 3 clusters Score -171482.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -171515.921875 Penalty: 2361.718994
	Iteration 6Q: 3 clusters Score -171515.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -171544.578125 Penalty: 2361.718994
	Iteration 7Q: 3 clusters Score -171544.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -171574.484375 Penalty: 2361.718994
	Iteration 8Q: 3 clusters Score -171574.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -171595.859375 Penalty: 2361.718994
	Iteration 9Q: 3 clusters Score -171595.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -171611.671875 Penalty: 2361.718994
	Iteration 10Q: 3 clusters Score -171611.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -171622.140625 Penalty: 2361.718994
	Iteration 11Q: 3 clusters Score -171622.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -171637.953125 Penalty: 2361.718994
	Iteration 12Q: 3 clusters Score -171638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -171655.078125 Penalty: 2361.718994
	Iteration 13Q: 3 clusters Score -171655.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -171670.578125 Penalty: 2361.718994
	Iteration 14Q: 3 clusters Score -171670.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -171687.031250 Penalty: 2361.718994
	Iteration 15Q: 3 clusters Score -171687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -171693.984375 Penalty: 2361.718994
	Iteration 16Q: 3 clusters Score -171694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -171703.859375 Penalty: 2361.718994
	Iteration 17Q: 3 clusters Score -171703.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -171714.078125 Penalty: 2361.718994
	Iteration 18Q: 3 clusters Score -171714.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -171721.390625 Penalty: 2361.718994
	Iteration 19Q: 3 clusters Score -171721.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -171727.203125 Penalty: 2361.718994
	Iteration 20F: 3 clusters Score -171727.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -171734.703125 Penalty: 2361.718994
	Iteration 21Q: 3 clusters Score -171734.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -171738.593750 Penalty: 2361.718994
	Iteration 22Q: 3 clusters Score -171738.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -171739.968750 Penalty: 2361.718994
	Iteration 23Q: 3 clusters Score -171740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -171740.593750 Penalty: 2361.718994
	Iteration 24Q: 3 clusters Score -171740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -171741.187500 Penalty: 2361.718994
	Iteration 25Q: 3 clusters Score -171741.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -171742.828125 Penalty: 2361.718994
	Iteration 26Q: 3 clusters Score -171742.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -171743.531250 Penalty: 2361.718994
	Iteration 27Q: 3 clusters Score -171743.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -171743.812500 Penalty: 2361.718994
	Iteration 28Q: 3 clusters Score -171743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -171743.812500 Penalty: 2361.718994
	Iteration 29F: 3 clusters Score -171743.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Entering Unmasked Estep 
Score: -810488.500000 Penalty: 1425.196411
	Iteration 0F: 2 clusters Score -810488.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -805540.187500 Penalty: 2850.392822
	Iteration 0F: 3 clusters Score -805540.2 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -807019.562500 Penalty: 2850.392822
	Iteration 1F: 3 clusters Score -807019.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -807185.437500 Penalty: 2850.392822
	Iteration 2F: 3 clusters Score -807185.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -807323.562500 Penalty: 2850.392822
	Iteration 3Q: 3 clusters Score -807323.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -807437.125000 Penalty: 2850.392822
	Iteration 4Q: 3 clusters Score -807437.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -807550.687500 Penalty: 2850.392822
	Iteration 5Q: 3 clusters Score -807550.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -807635.937500 Penalty: 2850.392822
	Iteration 6Q: 3 clusters Score -807635.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -807704.312500 Penalty: 2850.392822
	Iteration 7Q: 3 clusters Score -807704.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -807778.312500 Penalty: 2850.392822
	Iteration 8Q: 3 clusters Score -807778.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -807848.562500 Penalty: 2850.392822
	Iteration 9Q: 3 clusters Score -807848.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -807914.875000 Penalty: 2850.392822
	Iteration 10Q: 3 clusters Score -807914.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -807966.250000 Penalty: 2850.392822
	Iteration 11Q: 3 clusters Score -807966.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -808015.125000 Penalty: 2850.392822
	Iteration 12Q: 3 clusters Score -808015.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -808067.750000 Penalty: 2850.392822
	Iteration 13Q: 3 clusters Score -808067.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -808120.250000 Penalty: 2850.392822
	Iteration 14Q: 3 clusters Score -808120.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -808166.750000 Penalty: 2850.392822
	Iteration 15Q: 3 clusters Score -808166.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -808231.500000 Penalty: 2850.392822
	Iteration 16Q: 3 clusters Score -808231.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -808282.562500 Penalty: 2850.392822
	Iteration 17Q: 3 clusters Score -808282.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -808336.562500 Penalty: 2850.392822
	Iteration 18Q: 3 clusters Score -808336.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -808395.625000 Penalty: 2850.392822
	Iteration 19Q: 3 clusters Score -808395.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -808442.312500 Penalty: 2850.392822
	Iteration 20F: 3 clusters Score -808442.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -808503.187500 Penalty: 2850.392822
	Iteration 21Q: 3 clusters Score -808503.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -808577.562500 Penalty: 2850.392822
	Iteration 22Q: 3 clusters Score -808577.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -808646.937500 Penalty: 2850.392822
	Iteration 23Q: 3 clusters Score -808646.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -808700.312500 Penalty: 2850.392822
	Iteration 24Q: 3 clusters Score -808700.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -808742.375000 Penalty: 2850.392822
	Iteration 25Q: 3 clusters Score -808742.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -808778.062500 Penalty: 2850.392822
	Iteration 26Q: 3 clusters Score -808778.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -808809.125000 Penalty: 2850.392822
	Iteration 27Q: 3 clusters Score -808809.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -808844.437500 Penalty: 2850.392822
	Iteration 28Q: 3 clusters Score -808844.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -808880.125000 Penalty: 2850.392822
	Iteration 29Q: 3 clusters Score -808880.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -808914.062500 Penalty: 2850.392822
	Iteration 30Q: 3 clusters Score -808914.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -808935.312500 Penalty: 2850.392822
	Iteration 31Q: 3 clusters Score -808935.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -808957.812500 Penalty: 2850.392822
	Iteration 32Q: 3 clusters Score -808957.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -808978.937500 Penalty: 2850.392822
	Iteration 33Q: 3 clusters Score -808978.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -808995.687500 Penalty: 2850.392822
	Iteration 34Q: 3 clusters Score -808995.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -809013.625000 Penalty: 2850.392822
	Iteration 35Q: 3 clusters Score -809013.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -809028.250000 Penalty: 2850.392822
	Iteration 36Q: 3 clusters Score -809028.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -809044.312500 Penalty: 2850.392822
	Iteration 37Q: 3 clusters Score -809044.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -809063.625000 Penalty: 2850.392822
	Iteration 38Q: 3 clusters Score -809063.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -809080.750000 Penalty: 2850.392822
	Iteration 39Q: 3 clusters Score -809080.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -809098.937500 Penalty: 2850.392822
	Iteration 40F: 3 clusters Score -809098.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -809114.062500 Penalty: 2850.392822
	Iteration 41Q: 3 clusters Score -809114.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -809128.500000 Penalty: 2850.392822
	Iteration 42Q: 3 clusters Score -809128.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -809138.250000 Penalty: 2850.392822
	Iteration 43Q: 3 clusters Score -809138.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -809144.062500 Penalty: 2850.392822
	Iteration 44Q: 3 clusters Score -809144.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -809153.687500 Penalty: 2850.392822
	Iteration 45Q: 3 clusters Score -809153.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -809163.812500 Penalty: 2850.392822
	Iteration 46Q: 3 clusters Score -809163.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -809176.750000 Penalty: 2850.392822
	Iteration 47Q: 3 clusters Score -809176.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -809187.375000 Penalty: 2850.392822
	Iteration 48Q: 3 clusters Score -809187.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -809200.812500 Penalty: 2850.392822
	Iteration 49Q: 3 clusters Score -809200.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -809214.187500 Penalty: 2850.392822
	Iteration 50Q: 3 clusters Score -809214.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -809221.750000 Penalty: 2850.392822
	Iteration 51Q: 3 clusters Score -809221.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -809228.500000 Penalty: 2850.392822
	Iteration 52Q: 3 clusters Score -809228.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -809236.500000 Penalty: 2850.392822
	Iteration 53Q: 3 clusters Score -809236.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -809246.937500 Penalty: 2850.392822
	Iteration 54Q: 3 clusters Score -809246.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -809255.875000 Penalty: 2850.392822
	Iteration 55Q: 3 clusters Score -809255.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -809262.875000 Penalty: 2850.392822
	Iteration 56Q: 3 clusters Score -809262.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -809270.312500 Penalty: 2850.392822
	Iteration 57Q: 3 clusters Score -809270.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -809274.187500 Penalty: 2850.392822
	Iteration 58Q: 3 clusters Score -809274.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -809278.000000 Penalty: 2850.392822
	Iteration 59Q: 3 clusters Score -809278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -809286.937500 Penalty: 2850.392822
	Iteration 60F: 3 clusters Score -809286.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -809296.187500 Penalty: 2850.392822
	Iteration 61Q: 3 clusters Score -809296.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -809300.000000 Penalty: 2850.392822
	Iteration 62Q: 3 clusters Score -809300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -809304.562500 Penalty: 2850.392822
	Iteration 63Q: 3 clusters Score -809304.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -809310.000000 Penalty: 2850.392822
	Iteration 64Q: 3 clusters Score -809310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -809312.500000 Penalty: 2850.392822
	Iteration 65Q: 3 clusters Score -809312.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -809315.687500 Penalty: 2850.392822
	Iteration 66Q: 3 clusters Score -809315.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -809318.187500 Penalty: 2850.392822
	Iteration 67Q: 3 clusters Score -809318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -809323.000000 Penalty: 2850.392822
	Iteration 68Q: 3 clusters Score -809323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -809323.000000 Penalty: 2850.392822
	Iteration 69Q: 3 clusters Score -809323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -809323.187500 Penalty: 2850.392822
	Iteration 70Q: 3 clusters Score -809323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -809324.062500 Penalty: 2850.392822
	Iteration 71Q: 3 clusters Score -809324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -809324.187500 Penalty: 2850.392822
	Iteration 72Q: 3 clusters Score -809324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -809324.812500 Penalty: 2850.392822
	Iteration 73Q: 3 clusters Score -809324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -809326.312500 Penalty: 2850.392822
	Iteration 74Q: 3 clusters Score -809326.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -809327.562500 Penalty: 2850.392822
	Iteration 75Q: 3 clusters Score -809327.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -809329.750000 Penalty: 2850.392822
	Iteration 76Q: 3 clusters Score -809329.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -809332.000000 Penalty: 2850.392822
	Iteration 77Q: 3 clusters Score -809332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -809333.250000 Penalty: 2850.392822
	Iteration 78Q: 3 clusters Score -809333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -809335.187500 Penalty: 2850.392822
	Iteration 79Q: 3 clusters Score -809335.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -809338.625000 Penalty: 2850.392822
	Iteration 80F: 3 clusters Score -809338.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -809341.312500 Penalty: 2850.392822
	Iteration 81Q: 3 clusters Score -809341.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -809345.750000 Penalty: 2850.392822
	Iteration 82Q: 3 clusters Score -809345.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -809346.875000 Penalty: 2850.392822
	Iteration 83Q: 3 clusters Score -809346.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -809348.875000 Penalty: 2850.392822
	Iteration 84Q: 3 clusters Score -809348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -809350.562500 Penalty: 2850.392822
	Iteration 85Q: 3 clusters Score -809350.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -809351.187500 Penalty: 2850.392822
	Iteration 86Q: 3 clusters Score -809351.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -809353.312500 Penalty: 2850.392822
	Iteration 87Q: 3 clusters Score -809353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -809354.750000 Penalty: 2850.392822
	Iteration 88Q: 3 clusters Score -809354.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -809358.500000 Penalty: 2850.392822
	Iteration 89Q: 3 clusters Score -809358.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -809361.125000 Penalty: 2850.392822
	Iteration 90Q: 3 clusters Score -809361.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -809360.875000 Penalty: 2850.392822
	Iteration 91Q: 3 clusters Score -809360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -809360.375000 Penalty: 2850.392822
	Iteration 92Q: 3 clusters Score -809360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -809360.375000 Penalty: 2850.392822
	Iteration 93Q: 3 clusters Score -809360.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -809360.562500 Penalty: 2850.392822
	Iteration 94Q: 3 clusters Score -809360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -809361.437500 Penalty: 2850.392822
	Iteration 95Q: 3 clusters Score -809361.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -809362.375000 Penalty: 2850.392822
	Iteration 96Q: 3 clusters Score -809362.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -809363.437500 Penalty: 2850.392822
	Iteration 97Q: 3 clusters Score -809363.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -809363.562500 Penalty: 2850.392822
	Iteration 98Q: 3 clusters Score -809363.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -809362.562500 Penalty: 2850.392822
	Iteration 99Q: 3 clusters Score -809362.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -809362.562500 Penalty: 2850.392822
	Iteration 100F: 3 clusters Score -809362.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Entering Unmasked Estep 
Score: -650343.562500 Penalty: 1403.241455
	Iteration 0F: 2 clusters Score -650343.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -645995.625000 Penalty: 2806.482910
	Iteration 0F: 3 clusters Score -645995.6 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -647364.375000 Penalty: 2806.482910
	Iteration 1F: 3 clusters Score -647364.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -647654.062500 Penalty: 2806.482910
	Iteration 2F: 3 clusters Score -647654.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -647860.437500 Penalty: 2806.482910
	Iteration 3F: 3 clusters Score -647860.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -648037.125000 Penalty: 2806.482910
	Iteration 4F: 3 clusters Score -648037.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -648175.500000 Penalty: 2806.482910
	Iteration 5Q: 3 clusters Score -648175.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -648278.062500 Penalty: 2806.482910
	Iteration 6Q: 3 clusters Score -648278.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -648370.500000 Penalty: 2806.482910
	Iteration 7Q: 3 clusters Score -648370.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -648466.062500 Penalty: 2806.482910
	Iteration 8Q: 3 clusters Score -648466.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -648572.625000 Penalty: 2806.482910
	Iteration 9Q: 3 clusters Score -648572.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -648653.000000 Penalty: 2806.482910
	Iteration 10Q: 3 clusters Score -648653 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -648713.062500 Penalty: 2806.482910
	Iteration 11Q: 3 clusters Score -648713.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -648758.187500 Penalty: 2806.482910
	Iteration 12Q: 3 clusters Score -648758.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -648801.312500 Penalty: 2806.482910
	Iteration 13Q: 3 clusters Score -648801.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -648836.000000 Penalty: 2806.482910
	Iteration 14Q: 3 clusters Score -648836 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -648863.312500 Penalty: 2806.482910
	Iteration 15Q: 3 clusters Score -648863.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -648891.125000 Penalty: 2806.482910
	Iteration 16Q: 3 clusters Score -648891.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -648913.312500 Penalty: 2806.482910
	Iteration 17Q: 3 clusters Score -648913.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -648930.875000 Penalty: 2806.482910
	Iteration 18Q: 3 clusters Score -648930.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -648948.125000 Penalty: 2806.482910
	Iteration 19Q: 3 clusters Score -648948.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -648967.875000 Penalty: 2806.482910
	Iteration 20F: 3 clusters Score -648967.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -648988.812500 Penalty: 2806.482910
	Iteration 21Q: 3 clusters Score -648988.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -649010.750000 Penalty: 2806.482910
	Iteration 22Q: 3 clusters Score -649010.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -649030.312500 Penalty: 2806.482910
	Iteration 23Q: 3 clusters Score -649030.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -649054.000000 Penalty: 2806.482910
	Iteration 24Q: 3 clusters Score -649054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -649082.937500 Penalty: 2806.482910
	Iteration 25Q: 3 clusters Score -649082.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -649121.875000 Penalty: 2806.482910
	Iteration 26Q: 3 clusters Score -649121.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -649155.937500 Penalty: 2806.482910
	Iteration 27Q: 3 clusters Score -649155.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -649183.125000 Penalty: 2806.482910
	Iteration 28Q: 3 clusters Score -649183.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -649213.437500 Penalty: 2806.482910
	Iteration 29Q: 3 clusters Score -649213.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -649246.437500 Penalty: 2806.482910
	Iteration 30Q: 3 clusters Score -649246.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -649272.437500 Penalty: 2806.482910
	Iteration 31Q: 3 clusters Score -649272.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -649299.000000 Penalty: 2806.482910
	Iteration 32Q: 3 clusters Score -649299 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -649330.187500 Penalty: 2806.482910
	Iteration 33Q: 3 clusters Score -649330.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -649352.812500 Penalty: 2806.482910
	Iteration 34Q: 3 clusters Score -649352.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -649371.062500 Penalty: 2806.482910
	Iteration 35Q: 3 clusters Score -649371.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -649387.437500 Penalty: 2806.482910
	Iteration 36Q: 3 clusters Score -649387.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -649399.937500 Penalty: 2806.482910
	Iteration 37Q: 3 clusters Score -649399.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -649407.375000 Penalty: 2806.482910
	Iteration 38Q: 3 clusters Score -649407.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -649417.875000 Penalty: 2806.482910
	Iteration 39Q: 3 clusters Score -649417.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -649431.000000 Penalty: 2806.482910
	Iteration 40F: 3 clusters Score -649431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -649436.687500 Penalty: 2806.482910
	Iteration 41Q: 3 clusters Score -649436.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -649449.812500 Penalty: 2806.482910
	Iteration 42Q: 3 clusters Score -649449.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -649456.937500 Penalty: 2806.482910
	Iteration 43Q: 3 clusters Score -649456.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -649472.812500 Penalty: 2806.482910
	Iteration 44Q: 3 clusters Score -649472.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -649492.625000 Penalty: 2806.482910
	Iteration 45Q: 3 clusters Score -649492.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -649534.250000 Penalty: 2806.482910
	Iteration 46Q: 3 clusters Score -649534.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -649574.937500 Penalty: 2806.482910
	Iteration 47Q: 3 clusters Score -649574.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -649609.625000 Penalty: 2806.482910
	Iteration 48Q: 3 clusters Score -649609.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -649638.687500 Penalty: 2806.482910
	Iteration 49Q: 3 clusters Score -649638.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -649662.750000 Penalty: 2806.482910
	Iteration 50Q: 3 clusters Score -649662.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -649684.875000 Penalty: 2806.482910
	Iteration 51Q: 3 clusters Score -649684.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -649698.625000 Penalty: 2806.482910
	Iteration 52Q: 3 clusters Score -649698.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -649706.250000 Penalty: 2806.482910
	Iteration 53Q: 3 clusters Score -649706.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -649710.625000 Penalty: 2806.482910
	Iteration 54Q: 3 clusters Score -649710.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -649716.312500 Penalty: 2806.482910
	Iteration 55Q: 3 clusters Score -649716.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -649718.500000 Penalty: 2806.482910
	Iteration 56Q: 3 clusters Score -649718.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -649722.187500 Penalty: 2806.482910
	Iteration 57Q: 3 clusters Score -649722.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -649725.500000 Penalty: 2806.482910
	Iteration 58Q: 3 clusters Score -649725.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -649729.062500 Penalty: 2806.482910
	Iteration 59Q: 3 clusters Score -649729.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -649731.187500 Penalty: 2806.482910
	Iteration 60F: 3 clusters Score -649731.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -649731.937500 Penalty: 2806.482910
	Iteration 61Q: 3 clusters Score -649731.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -649737.562500 Penalty: 2806.482910
	Iteration 62Q: 3 clusters Score -649737.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -649739.812500 Penalty: 2806.482910
	Iteration 63Q: 3 clusters Score -649739.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -649743.875000 Penalty: 2806.482910
	Iteration 64Q: 3 clusters Score -649743.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -649745.562500 Penalty: 2806.482910
	Iteration 65Q: 3 clusters Score -649745.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -649746.000000 Penalty: 2806.482910
	Iteration 66Q: 3 clusters Score -649746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -649746.000000 Penalty: 2806.482910
	Iteration 67F: 3 clusters Score -649746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Entering Unmasked Estep 
Score: -3446646.250000 Penalty: 1656.262085
	Iteration 0F: 2 clusters Score -3446646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -3428739.000000 Penalty: 3312.524170
	Iteration 0F: 3 clusters Score -3428739 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3435273.000000 Penalty: 3312.524170
	Iteration 1F: 3 clusters Score -3435273 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3435624.500000 Penalty: 3312.524170
	Iteration 2Q: 3 clusters Score -3435624 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3435953.000000 Penalty: 3312.524170
	Iteration 3Q: 3 clusters Score -3435953 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3436264.750000 Penalty: 3312.524170
	Iteration 4Q: 3 clusters Score -3436265 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -3436650.500000 Penalty: 3312.524170
	Iteration 5Q: 3 clusters Score -3436650 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3437079.000000 Penalty: 3312.524170
	Iteration 6Q: 3 clusters Score -3437079 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3437602.500000 Penalty: 3312.524170
	Iteration 7Q: 3 clusters Score -3437602 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3438209.000000 Penalty: 3312.524170
	Iteration 8Q: 3 clusters Score -3438209 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3438877.250000 Penalty: 3312.524170
	Iteration 9Q: 3 clusters Score -3438877 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3439649.750000 Penalty: 3312.524170
	Iteration 10F: 3 clusters Score -3439650 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3440524.500000 Penalty: 3312.524170
	Iteration 11F: 3 clusters Score -3440524 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -3441516.500000 Penalty: 3312.524170
	Iteration 12F: 3 clusters Score -3441516 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -3442496.250000 Penalty: 3312.524170
	Iteration 13Q: 3 clusters Score -3442496 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3443476.250000 Penalty: 3312.524170
	Iteration 14Q: 3 clusters Score -3443476 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3444177.750000 Penalty: 3312.524170
	Iteration 15Q: 3 clusters Score -3444178 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3444599.000000 Penalty: 3312.524170
	Iteration 16Q: 3 clusters Score -3444599 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3444814.750000 Penalty: 3312.524170
	Iteration 17Q: 3 clusters Score -3444815 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3444965.250000 Penalty: 3312.524170
	Iteration 18Q: 3 clusters Score -3444965 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3445064.500000 Penalty: 3312.524170
	Iteration 19Q: 3 clusters Score -3445064 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3445154.000000 Penalty: 3312.524170
	Iteration 20F: 3 clusters Score -3445154 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3445214.750000 Penalty: 3312.524170
	Iteration 21Q: 3 clusters Score -3445215 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3445266.000000 Penalty: 3312.524170
	Iteration 22Q: 3 clusters Score -3445266 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3445299.000000 Penalty: 3312.524170
	Iteration 23Q: 3 clusters Score -3445299 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3445319.250000 Penalty: 3312.524170
	Iteration 24Q: 3 clusters Score -3445319 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3445358.000000 Penalty: 3312.524170
	Iteration 25Q: 3 clusters Score -3445358 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3445385.000000 Penalty: 3312.524170
	Iteration 26Q: 3 clusters Score -3445385 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3445424.250000 Penalty: 3312.524170
	Iteration 27Q: 3 clusters Score -3445424 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3445447.250000 Penalty: 3312.524170
	Iteration 28Q: 3 clusters Score -3445447 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3445458.500000 Penalty: 3312.524170
	Iteration 29Q: 3 clusters Score -3445458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3445487.750000 Penalty: 3312.524170
	Iteration 30Q: 3 clusters Score -3445488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3445495.000000 Penalty: 3312.524170
	Iteration 31Q: 3 clusters Score -3445495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3445509.000000 Penalty: 3312.524170
	Iteration 32Q: 3 clusters Score -3445509 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3445525.000000 Penalty: 3312.524170
	Iteration 33Q: 3 clusters Score -3445525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3445542.750000 Penalty: 3312.524170
	Iteration 34Q: 3 clusters Score -3445543 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3445552.750000 Penalty: 3312.524170
	Iteration 35Q: 3 clusters Score -3445553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3445554.500000 Penalty: 3312.524170
	Iteration 36Q: 3 clusters Score -3445554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3445561.250000 Penalty: 3312.524170
	Iteration 37Q: 3 clusters Score -3445561 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3445571.750000 Penalty: 3312.524170
	Iteration 38Q: 3 clusters Score -3445572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3445580.250000 Penalty: 3312.524170
	Iteration 39Q: 3 clusters Score -3445580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3445593.000000 Penalty: 3312.524170
	Iteration 40F: 3 clusters Score -3445593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3445596.000000 Penalty: 3312.524170
	Iteration 41Q: 3 clusters Score -3445596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3445594.500000 Penalty: 3312.524170
	Iteration 42Q: 3 clusters Score -3445594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3445603.250000 Penalty: 3312.524170
	Iteration 43Q: 3 clusters Score -3445603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3445605.250000 Penalty: 3312.524170
	Iteration 44Q: 3 clusters Score -3445605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3445608.250000 Penalty: 3312.524170
	Iteration 45Q: 3 clusters Score -3445608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3445617.500000 Penalty: 3312.524170
	Iteration 46Q: 3 clusters Score -3445618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3445621.250000 Penalty: 3312.524170
	Iteration 47Q: 3 clusters Score -3445621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3445626.500000 Penalty: 3312.524170
	Iteration 48Q: 3 clusters Score -3445626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3445633.500000 Penalty: 3312.524170
	Iteration 49Q: 3 clusters Score -3445634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3445632.000000 Penalty: 3312.524170
	Iteration 50Q: 3 clusters Score -3445632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3445632.500000 Penalty: 3312.524170
	Iteration 51Q: 3 clusters Score -3445632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3445638.750000 Penalty: 3312.524170
	Iteration 52Q: 3 clusters Score -3445639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3445649.750000 Penalty: 3312.524170
	Iteration 53Q: 3 clusters Score -3445650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3445655.250000 Penalty: 3312.524170
	Iteration 54Q: 3 clusters Score -3445655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3445657.250000 Penalty: 3312.524170
	Iteration 55Q: 3 clusters Score -3445657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3445650.500000 Penalty: 3312.524170
	Iteration 56Q: 3 clusters Score -3445650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3445653.500000 Penalty: 3312.524170
	Iteration 57Q: 3 clusters Score -3445654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3445654.250000 Penalty: 3312.524170
	Iteration 58Q: 3 clusters Score -3445654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3445654.500000 Penalty: 3312.524170
	Iteration 59Q: 3 clusters Score -3445654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3445656.000000 Penalty: 3312.524170
	Iteration 60F: 3 clusters Score -3445656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3445658.000000 Penalty: 3312.524170
	Iteration 61Q: 3 clusters Score -3445658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3445659.000000 Penalty: 3312.524170
	Iteration 62Q: 3 clusters Score -3445659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3445657.750000 Penalty: 3312.524170
	Iteration 63Q: 3 clusters Score -3445658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3445657.750000 Penalty: 3312.524170
	Iteration 64F: 3 clusters Score -3445658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Entering Unmasked Estep 
Score: -2964436.250000 Penalty: 1633.091431
	Iteration 0F: 2 clusters Score -2964436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2948756.750000 Penalty: 3266.182861
	Iteration 0F: 3 clusters Score -2948757 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2954462.750000 Penalty: 3266.182861
	Iteration 1F: 3 clusters Score -2954463 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2954861.000000 Penalty: 3266.182861
	Iteration 2Q: 3 clusters Score -2954861 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2955283.000000 Penalty: 3266.182861
	Iteration 3Q: 3 clusters Score -2955283 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2955718.250000 Penalty: 3266.182861
	Iteration 4Q: 3 clusters Score -2955718 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2956304.500000 Penalty: 3266.182861
	Iteration 5Q: 3 clusters Score -2956304 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2957050.500000 Penalty: 3266.182861
	Iteration 6F: 3 clusters Score -2957050 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2957973.750000 Penalty: 3266.182861
	Iteration 7F: 3 clusters Score -2957974 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2958982.500000 Penalty: 3266.182861
	Iteration 8F: 3 clusters Score -2958982 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2959971.250000 Penalty: 3266.182861
	Iteration 9Q: 3 clusters Score -2959971 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2960804.000000 Penalty: 3266.182861
	Iteration 10Q: 3 clusters Score -2960804 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2961388.250000 Penalty: 3266.182861
	Iteration 11Q: 3 clusters Score -2961388 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2961840.000000 Penalty: 3266.182861
	Iteration 12Q: 3 clusters Score -2961840 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2962228.500000 Penalty: 3266.182861
	Iteration 13Q: 3 clusters Score -2962228 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2962494.250000 Penalty: 3266.182861
	Iteration 14Q: 3 clusters Score -2962494 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2962691.250000 Penalty: 3266.182861
	Iteration 15Q: 3 clusters Score -2962691 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2962803.250000 Penalty: 3266.182861
	Iteration 16Q: 3 clusters Score -2962803 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2962874.250000 Penalty: 3266.182861
	Iteration 17Q: 3 clusters Score -2962874 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2962931.750000 Penalty: 3266.182861
	Iteration 18Q: 3 clusters Score -2962932 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2962972.500000 Penalty: 3266.182861
	Iteration 19Q: 3 clusters Score -2962972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2962992.500000 Penalty: 3266.182861
	Iteration 20F: 3 clusters Score -2962992 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2963020.000000 Penalty: 3266.182861
	Iteration 21Q: 3 clusters Score -2963020 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2963041.500000 Penalty: 3266.182861
	Iteration 22Q: 3 clusters Score -2963042 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2963060.000000 Penalty: 3266.182861
	Iteration 23Q: 3 clusters Score -2963060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2963080.750000 Penalty: 3266.182861
	Iteration 24Q: 3 clusters Score -2963081 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2963084.250000 Penalty: 3266.182861
	Iteration 25Q: 3 clusters Score -2963084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2963084.750000 Penalty: 3266.182861
	Iteration 26Q: 3 clusters Score -2963085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2963090.500000 Penalty: 3266.182861
	Iteration 27Q: 3 clusters Score -2963090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2963095.750000 Penalty: 3266.182861
	Iteration 28Q: 3 clusters Score -2963096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2963098.000000 Penalty: 3266.182861
	Iteration 29Q: 3 clusters Score -2963098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2963100.250000 Penalty: 3266.182861
	Iteration 30Q: 3 clusters Score -2963100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2963100.250000 Penalty: 3266.182861
	Iteration 31Q: 3 clusters Score -2963100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2963097.750000 Penalty: 3266.182861
	Iteration 32Q: 3 clusters Score -2963098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2963093.000000 Penalty: 3266.182861
	Iteration 33Q: 3 clusters Score -2963093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2963102.000000 Penalty: 3266.182861
	Iteration 34Q: 3 clusters Score -2963102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2963104.500000 Penalty: 3266.182861
	Iteration 35Q: 3 clusters Score -2963104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2963108.000000 Penalty: 3266.182861
	Iteration 36Q: 3 clusters Score -2963108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2963106.250000 Penalty: 3266.182861
	Iteration 37Q: 3 clusters Score -2963106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2963107.000000 Penalty: 3266.182861
	Iteration 38Q: 3 clusters Score -2963107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2963106.750000 Penalty: 3266.182861
	Iteration 39Q: 3 clusters Score -2963107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2963106.750000 Penalty: 3266.182861
	Iteration 40F: 3 clusters Score -2963107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (119694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119694 members 
Entering Unmasked Estep 
Score: -15291273.000000 Penalty: 1900.062744
	Iteration 0F: 2 clusters Score -1.529127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -15212489.000000 Penalty: 3800.125488
	Iteration 0F: 3 clusters Score -1.521249e+07 nChanged 57458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -15246352.000000 Penalty: 3800.125488
	Iteration 1F: 3 clusters Score -1.524635e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -15247415.000000 Penalty: 3800.125488
	Iteration 2Q: 3 clusters Score -1.524742e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -15248724.000000 Penalty: 3800.125488
	Iteration 3Q: 3 clusters Score -1.524872e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 69832 members 
Entering Unmasked Estep 
Score: -15250746.000000 Penalty: 3800.125488
	Iteration 4Q: 3 clusters Score -1.525075e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 74735 members 
Entering Unmasked Estep 
Score: -15253848.000000 Penalty: 3800.125488
	Iteration 5F: 3 clusters Score -1.525385e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -15258245.000000 Penalty: 3800.125488
	Iteration 6F: 3 clusters Score -1.525824e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -15263951.000000 Penalty: 3800.125488
	Iteration 7F: 3 clusters Score -1.526395e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -15270178.000000 Penalty: 3800.125488
	Iteration 8F: 3 clusters Score -1.527018e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 102557 members 
Entering Unmasked Estep 
Score: -15275700.000000 Penalty: 3800.125488
	Iteration 9F: 3 clusters Score -1.52757e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 106707 members 
Entering Unmasked Estep 
Score: -15279594.000000 Penalty: 3800.125488
	Iteration 10Q: 3 clusters Score -1.527959e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 109309 members 
Entering Unmasked Estep 
Score: -15282055.000000 Penalty: 3800.125488
	Iteration 11Q: 3 clusters Score -1.528206e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 111143 members 
Entering Unmasked Estep 
Score: -15284124.000000 Penalty: 3800.125488
	Iteration 12Q: 3 clusters Score -1.528412e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 112649 members 
Entering Unmasked Estep 
Score: -15285766.000000 Penalty: 3800.125488
	Iteration 13Q: 3 clusters Score -1.528577e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 113925 members 
Entering Unmasked Estep 
Score: -15287019.000000 Penalty: 3800.125488
	Iteration 14Q: 3 clusters Score -1.528702e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 114944 members 
Entering Unmasked Estep 
Score: -15287836.000000 Penalty: 3800.125488
	Iteration 15Q: 3 clusters Score -1.528784e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 115739 members 
Entering Unmasked Estep 
Score: -15288417.000000 Penalty: 3800.125488
	Iteration 16Q: 3 clusters Score -1.528842e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 116319 members 
Entering Unmasked Estep 
Score: -15288800.000000 Penalty: 3800.125488
	Iteration 17Q: 3 clusters Score -1.52888e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 116759 members 
Entering Unmasked Estep 
Score: -15289116.000000 Penalty: 3800.125488
	Iteration 18Q: 3 clusters Score -1.528912e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 117110 members 
Entering Unmasked Estep 
Score: -15289281.000000 Penalty: 3800.125488
	Iteration 19Q: 3 clusters Score -1.528928e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 117376 members 
Entering Unmasked Estep 
Score: -15289494.000000 Penalty: 3800.125488
	Iteration 20F: 3 clusters Score -1.528949e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 117585 members 
Entering Unmasked Estep 
Score: -15289640.000000 Penalty: 3800.125488
	Iteration 21Q: 3 clusters Score -1.528964e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 117753 members 
Entering Unmasked Estep 
Score: -15289724.000000 Penalty: 3800.125488
	Iteration 22Q: 3 clusters Score -1.528972e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 117875 members 
Entering Unmasked Estep 
Score: -15289783.000000 Penalty: 3800.125488
	Iteration 23Q: 3 clusters Score -1.528978e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 117948 members 
Entering Unmasked Estep 
Score: -15289831.000000 Penalty: 3800.125488
	Iteration 24Q: 3 clusters Score -1.528983e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 118001 members 
Entering Unmasked Estep 
Score: -15289856.000000 Penalty: 3800.125488
	Iteration 25Q: 3 clusters Score -1.528986e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 118055 members 
Entering Unmasked Estep 
Score: -15289890.000000 Penalty: 3800.125488
	Iteration 26Q: 3 clusters Score -1.528989e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 118105 members 
Entering Unmasked Estep 
Score: -15289925.000000 Penalty: 3800.125488
	Iteration 27Q: 3 clusters Score -1.528992e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 118149 members 
Entering Unmasked Estep 
Score: -15289939.000000 Penalty: 3800.125488
	Iteration 28Q: 3 clusters Score -1.528994e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 118187 members 
Entering Unmasked Estep 
Score: -15289959.000000 Penalty: 3800.125488
	Iteration 29Q: 3 clusters Score -1.528996e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 118212 members 
Entering Unmasked Estep 
Score: -15289975.000000 Penalty: 3800.125488
	Iteration 30Q: 3 clusters Score -1.528998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 118231 members 
Entering Unmasked Estep 
Score: -15289979.000000 Penalty: 3800.125488
	Iteration 31Q: 3 clusters Score -1.528998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 118246 members 
Entering Unmasked Estep 
Score: -15289978.000000 Penalty: 3800.125488
	Iteration 32Q: 3 clusters Score -1.528998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 118256 members 
Entering Unmasked Estep 
Score: -15289976.000000 Penalty: 3800.125488
	Iteration 33Q: 3 clusters Score -1.528998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 118268 members 
Entering Unmasked Estep 
Score: -15289990.000000 Penalty: 3800.125488
	Iteration 34Q: 3 clusters Score -1.528999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 118276 members 
Entering Unmasked Estep 
Score: -15289995.000000 Penalty: 3800.125488
	Iteration 35Q: 3 clusters Score -1.529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 118283 members 
Entering Unmasked Estep 
Score: -15290003.000000 Penalty: 3800.125488
	Iteration 36Q: 3 clusters Score -1.529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 118289 members 
Entering Unmasked Estep 
Score: -15289982.000000 Penalty: 3800.125488
	Iteration 37Q: 3 clusters Score -1.528998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 118295 members 
Entering Unmasked Estep 
Score: -15289973.000000 Penalty: 3800.125488
	Iteration 38Q: 3 clusters Score -1.528997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 118303 members 
Entering Unmasked Estep 
Score: -15289981.000000 Penalty: 3800.125488
	Iteration 39Q: 3 clusters Score -1.528998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 118316 members 
Entering Unmasked Estep 
Score: -15289973.000000 Penalty: 3800.125488
	Iteration 40F: 3 clusters Score -1.528997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 118325 members 
Entering Unmasked Estep 
Score: -15289971.000000 Penalty: 3800.125488
	Iteration 41Q: 3 clusters Score -1.528997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 118337 members 
Entering Unmasked Estep 
Score: -15290000.000000 Penalty: 3800.125488
	Iteration 42Q: 3 clusters Score -1.529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 118349 members 
Entering Unmasked Estep 
Score: -15289988.000000 Penalty: 3800.125488
	Iteration 43Q: 3 clusters Score -1.528999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 118358 members 
Entering Unmasked Estep 
Score: -15289986.000000 Penalty: 3800.125488
	Iteration 44Q: 3 clusters Score -1.528999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
Score: -15289990.000000 Penalty: 3800.125488
	Iteration 45Q: 3 clusters Score -1.528999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 118373 members 
Entering Unmasked Estep 
Score: -15289988.000000 Penalty: 3800.125488
	Iteration 46Q: 3 clusters Score -1.528999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 118381 members 
Entering Unmasked Estep 
Score: -15290005.000000 Penalty: 3800.125488
	Iteration 47Q: 3 clusters Score -1.529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 118388 members 
Entering Unmasked Estep 
Score: -15290012.000000 Penalty: 3800.125488
	Iteration 48Q: 3 clusters Score -1.529001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 118397 members 
Entering Unmasked Estep 
Score: -15290016.000000 Penalty: 3800.125488
	Iteration 49Q: 3 clusters Score -1.529002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 118402 members 
Entering Unmasked Estep 
Score: -15290017.000000 Penalty: 3800.125488
	Iteration 50Q: 3 clusters Score -1.529002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 118407 members 
Entering Unmasked Estep 
Score: -15290018.000000 Penalty: 3800.125488
	Iteration 51Q: 3 clusters Score -1.529002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 118417 members 
Entering Unmasked Estep 
Score: -15290023.000000 Penalty: 3800.125488
	Iteration 52Q: 3 clusters Score -1.529002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 118425 members 
Entering Unmasked Estep 
Score: -15290014.000000 Penalty: 3800.125488
	Iteration 53Q: 3 clusters Score -1.529001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 118433 members 
Entering Unmasked Estep 
Score: -15290008.000000 Penalty: 3800.125488
	Iteration 54Q: 3 clusters Score -1.529001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 118444 members 
Entering Unmasked Estep 
Score: -15290035.000000 Penalty: 3800.125488
	Iteration 55Q: 3 clusters Score -1.529004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 118455 members 
Entering Unmasked Estep 
Score: -15290031.000000 Penalty: 3800.125488
	Iteration 56Q: 3 clusters Score -1.529003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 118462 members 
Entering Unmasked Estep 
Score: -15290021.000000 Penalty: 3800.125488
	Iteration 57Q: 3 clusters Score -1.529002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 118471 members 
Entering Unmasked Estep 
Score: -15290017.000000 Penalty: 3800.125488
	Iteration 58Q: 3 clusters Score -1.529002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 118476 members 
Entering Unmasked Estep 
Score: -15290016.000000 Penalty: 3800.125488
	Iteration 59Q: 3 clusters Score -1.529002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 118481 members 
Entering Unmasked Estep 
Score: -15290034.000000 Penalty: 3800.125488
	Iteration 60F: 3 clusters Score -1.529003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 118485 members 
Entering Unmasked Estep 
Score: -15290030.000000 Penalty: 3800.125488
	Iteration 61Q: 3 clusters Score -1.529003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 118488 members 
Entering Unmasked Estep 
Score: -15290022.000000 Penalty: 3800.125488
	Iteration 62Q: 3 clusters Score -1.529002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 118491 members 
Entering Unmasked Estep 
Score: -15290016.000000 Penalty: 3800.125488
	Iteration 63Q: 3 clusters Score -1.529002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 118494 members 
Entering Unmasked Estep 
Score: -15290013.000000 Penalty: 3800.125488
	Iteration 64Q: 3 clusters Score -1.529001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 118496 members 
Entering Unmasked Estep 
Score: -15290025.000000 Penalty: 3800.125488
	Iteration 65Q: 3 clusters Score -1.529002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 118499 members 
Entering Unmasked Estep 
Score: -15290016.000000 Penalty: 3800.125488
	Iteration 66Q: 3 clusters Score -1.529002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 118503 members 
Entering Unmasked Estep 
Score: -15290036.000000 Penalty: 3800.125488
	Iteration 67Q: 3 clusters Score -1.529004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 118506 members 
Entering Unmasked Estep 
Score: -15290027.000000 Penalty: 3800.125488
	Iteration 68Q: 3 clusters Score -1.529003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 118509 members 
Entering Unmasked Estep 
Score: -15290028.000000 Penalty: 3800.125488
	Iteration 69Q: 3 clusters Score -1.529003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 118512 members 
Entering Unmasked Estep 
Score: -15290026.000000 Penalty: 3800.125488
	Iteration 70Q: 3 clusters Score -1.529003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 118518 members 
Entering Unmasked Estep 
Score: -15290023.000000 Penalty: 3800.125488
	Iteration 71Q: 3 clusters Score -1.529002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 118521 members 
Entering Unmasked Estep 
Score: -15290024.000000 Penalty: 3800.125488
	Iteration 72Q: 3 clusters Score -1.529002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 118527 members 
Entering Unmasked Estep 
Score: -15290023.000000 Penalty: 3800.125488
	Iteration 73Q: 3 clusters Score -1.529002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 118531 members 
Entering Unmasked Estep 
Score: -15290013.000000 Penalty: 3800.125488
	Iteration 74Q: 3 clusters Score -1.529001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 118533 members 
Entering Unmasked Estep 
Score: -15290011.000000 Penalty: 3800.125488
	Iteration 75Q: 3 clusters Score -1.529001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 118534 members 
Entering Unmasked Estep 
Score: -15290005.000000 Penalty: 3800.125488
	Iteration 76Q: 3 clusters Score -1.529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 118538 members 
Entering Unmasked Estep 
Score: -15289996.000000 Penalty: 3800.125488
	Iteration 77Q: 3 clusters Score -1.529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 118542 members 
Entering Unmasked Estep 
Score: -15290009.000000 Penalty: 3800.125488
	Iteration 78Q: 3 clusters Score -1.529001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 118545 members 
Entering Unmasked Estep 
Score: -15289997.000000 Penalty: 3800.125488
	Iteration 79Q: 3 clusters Score -1.529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 118552 members 
Entering Unmasked Estep 
Score: -15290014.000000 Penalty: 3800.125488
	Iteration 80F: 3 clusters Score -1.529001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 118560 members 
Entering Unmasked Estep 
Score: -15290016.000000 Penalty: 3800.125488
	Iteration 81Q: 3 clusters Score -1.529002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 118561 members 
Entering Unmasked Estep 
Score: -15290016.000000 Penalty: 3800.125488
	Iteration 82Q: 3 clusters Score -1.529002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 118565 members 
Entering Unmasked Estep 
Score: -15290013.000000 Penalty: 3800.125488
	Iteration 83Q: 3 clusters Score -1.529001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 118568 members 
Entering Unmasked Estep 
Score: -15290013.000000 Penalty: 3800.125488
	Iteration 84Q: 3 clusters Score -1.529001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 118570 members 
Entering Unmasked Estep 
Score: -15290018.000000 Penalty: 3800.125488
	Iteration 85Q: 3 clusters Score -1.529002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 118573 members 
Entering Unmasked Estep 
Score: -15290016.000000 Penalty: 3800.125488
	Iteration 86Q: 3 clusters Score -1.529002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 118576 members 
Entering Unmasked Estep 
Score: -15290015.000000 Penalty: 3800.125488
	Iteration 87Q: 3 clusters Score -1.529002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 118577 members 
Entering Unmasked Estep 
Score: -15290016.000000 Penalty: 3800.125488
	Iteration 88Q: 3 clusters Score -1.529002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 118578 members 
Entering Unmasked Estep 
Score: -15290015.000000 Penalty: 3800.125488
	Iteration 89Q: 3 clusters Score -1.529002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 118579 members 
Entering Unmasked Estep 
Score: -15290005.000000 Penalty: 3800.125488
	Iteration 90Q: 3 clusters Score -1.529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 118580 members 
Entering Unmasked Estep 
Score: -15290011.000000 Penalty: 3800.125488
	Iteration 91Q: 3 clusters Score -1.529001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 118580 members 
Entering Unmasked Estep 
Score: -15290011.000000 Penalty: 3800.125488
	Iteration 92F: 3 clusters Score -1.529001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Entering Unmasked Estep 
Score: -612477.125000 Penalty: 1394.947266
	Iteration 0F: 2 clusters Score -612477.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -608223.625000 Penalty: 2789.894531
	Iteration 0F: 3 clusters Score -608223.6 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -609465.625000 Penalty: 2789.894531
	Iteration 1F: 3 clusters Score -609465.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -609765.875000 Penalty: 2789.894531
	Iteration 2F: 3 clusters Score -609765.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -610006.125000 Penalty: 2789.894531
	Iteration 3F: 3 clusters Score -610006.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -610224.750000 Penalty: 2789.894531
	Iteration 4F: 3 clusters Score -610224.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -610443.000000 Penalty: 2789.894531
	Iteration 5F: 3 clusters Score -610443 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -610637.000000 Penalty: 2789.894531
	Iteration 6Q: 3 clusters Score -610637 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -610798.062500 Penalty: 2789.894531
	Iteration 7Q: 3 clusters Score -610798.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -610948.937500 Penalty: 2789.894531
	Iteration 8Q: 3 clusters Score -610948.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -611062.500000 Penalty: 2789.894531
	Iteration 9Q: 3 clusters Score -611062.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -611151.562500 Penalty: 2789.894531
	Iteration 10Q: 3 clusters Score -611151.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -611237.750000 Penalty: 2789.894531
	Iteration 11Q: 3 clusters Score -611237.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -611308.812500 Penalty: 2789.894531
	Iteration 12Q: 3 clusters Score -611308.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -611363.312500 Penalty: 2789.894531
	Iteration 13Q: 3 clusters Score -611363.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -611428.062500 Penalty: 2789.894531
	Iteration 14Q: 3 clusters Score -611428.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -611479.187500 Penalty: 2789.894531
	Iteration 15Q: 3 clusters Score -611479.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -611526.750000 Penalty: 2789.894531
	Iteration 16Q: 3 clusters Score -611526.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -611572.375000 Penalty: 2789.894531
	Iteration 17Q: 3 clusters Score -611572.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -611622.562500 Penalty: 2789.894531
	Iteration 18Q: 3 clusters Score -611622.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -611663.062500 Penalty: 2789.894531
	Iteration 19Q: 3 clusters Score -611663.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -611687.375000 Penalty: 2789.894531
	Iteration 20F: 3 clusters Score -611687.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -611707.500000 Penalty: 2789.894531
	Iteration 21Q: 3 clusters Score -611707.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -611723.875000 Penalty: 2789.894531
	Iteration 22Q: 3 clusters Score -611723.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -611734.937500 Penalty: 2789.894531
	Iteration 23Q: 3 clusters Score -611734.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -611740.312500 Penalty: 2789.894531
	Iteration 24Q: 3 clusters Score -611740.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -611749.187500 Penalty: 2789.894531
	Iteration 25Q: 3 clusters Score -611749.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -611758.000000 Penalty: 2789.894531
	Iteration 26Q: 3 clusters Score -611758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -611767.500000 Penalty: 2789.894531
	Iteration 27Q: 3 clusters Score -611767.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -611776.500000 Penalty: 2789.894531
	Iteration 28Q: 3 clusters Score -611776.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -611788.062500 Penalty: 2789.894531
	Iteration 29Q: 3 clusters Score -611788.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -611797.875000 Penalty: 2789.894531
	Iteration 30Q: 3 clusters Score -611797.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -611807.562500 Penalty: 2789.894531
	Iteration 31Q: 3 clusters Score -611807.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -611823.625000 Penalty: 2789.894531
	Iteration 32Q: 3 clusters Score -611823.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -611833.625000 Penalty: 2789.894531
	Iteration 33Q: 3 clusters Score -611833.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -611837.625000 Penalty: 2789.894531
	Iteration 34Q: 3 clusters Score -611837.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -611840.875000 Penalty: 2789.894531
	Iteration 35Q: 3 clusters Score -611840.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -611841.000000 Penalty: 2789.894531
	Iteration 36Q: 3 clusters Score -611841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -611840.562500 Penalty: 2789.894531
	Iteration 37Q: 3 clusters Score -611840.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -611840.562500 Penalty: 2789.894531
	Iteration 38F: 3 clusters Score -611840.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Entering Unmasked Estep 
Score: -575983.375000 Penalty: 1369.253296
	Iteration 0F: 2 clusters Score -575983.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -572263.875000 Penalty: 2738.506592
	Iteration 0F: 3 clusters Score -572263.9 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -573322.937500 Penalty: 2738.506592
	Iteration 1F: 3 clusters Score -573322.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -573530.937500 Penalty: 2738.506592
	Iteration 2F: 3 clusters Score -573530.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -573664.687500 Penalty: 2738.506592
	Iteration 3F: 3 clusters Score -573664.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -573754.750000 Penalty: 2738.506592
	Iteration 4Q: 3 clusters Score -573754.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -573824.062500 Penalty: 2738.506592
	Iteration 5Q: 3 clusters Score -573824.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -573877.625000 Penalty: 2738.506592
	Iteration 6Q: 3 clusters Score -573877.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -573930.250000 Penalty: 2738.506592
	Iteration 7Q: 3 clusters Score -573930.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -573975.250000 Penalty: 2738.506592
	Iteration 8Q: 3 clusters Score -573975.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -574019.687500 Penalty: 2738.506592
	Iteration 9Q: 3 clusters Score -574019.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -574064.500000 Penalty: 2738.506592
	Iteration 10Q: 3 clusters Score -574064.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -574114.312500 Penalty: 2738.506592
	Iteration 11Q: 3 clusters Score -574114.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -574162.625000 Penalty: 2738.506592
	Iteration 12Q: 3 clusters Score -574162.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -574202.500000 Penalty: 2738.506592
	Iteration 13Q: 3 clusters Score -574202.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -574243.375000 Penalty: 2738.506592
	Iteration 14Q: 3 clusters Score -574243.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -574276.625000 Penalty: 2738.506592
	Iteration 15Q: 3 clusters Score -574276.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -574302.937500 Penalty: 2738.506592
	Iteration 16Q: 3 clusters Score -574302.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -574326.875000 Penalty: 2738.506592
	Iteration 17Q: 3 clusters Score -574326.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -574346.500000 Penalty: 2738.506592
	Iteration 18Q: 3 clusters Score -574346.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -574364.000000 Penalty: 2738.506592
	Iteration 19Q: 3 clusters Score -574364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -574380.250000 Penalty: 2738.506592
	Iteration 20F: 3 clusters Score -574380.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -574396.250000 Penalty: 2738.506592
	Iteration 21Q: 3 clusters Score -574396.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -574413.875000 Penalty: 2738.506592
	Iteration 22Q: 3 clusters Score -574413.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -574425.812500 Penalty: 2738.506592
	Iteration 23Q: 3 clusters Score -574425.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -574442.187500 Penalty: 2738.506592
	Iteration 24Q: 3 clusters Score -574442.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -574460.312500 Penalty: 2738.506592
	Iteration 25Q: 3 clusters Score -574460.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -574470.812500 Penalty: 2738.506592
	Iteration 26Q: 3 clusters Score -574470.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -574483.437500 Penalty: 2738.506592
	Iteration 27Q: 3 clusters Score -574483.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -574495.687500 Penalty: 2738.506592
	Iteration 28Q: 3 clusters Score -574495.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -574506.625000 Penalty: 2738.506592
	Iteration 29Q: 3 clusters Score -574506.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -574520.625000 Penalty: 2738.506592
	Iteration 30Q: 3 clusters Score -574520.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -574539.312500 Penalty: 2738.506592
	Iteration 31Q: 3 clusters Score -574539.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -574550.875000 Penalty: 2738.506592
	Iteration 32Q: 3 clusters Score -574550.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -574563.937500 Penalty: 2738.506592
	Iteration 33Q: 3 clusters Score -574563.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -574575.875000 Penalty: 2738.506592
	Iteration 34Q: 3 clusters Score -574575.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -574583.000000 Penalty: 2738.506592
	Iteration 35Q: 3 clusters Score -574583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -574595.375000 Penalty: 2738.506592
	Iteration 36Q: 3 clusters Score -574595.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -574606.437500 Penalty: 2738.506592
	Iteration 37Q: 3 clusters Score -574606.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -574617.750000 Penalty: 2738.506592
	Iteration 38Q: 3 clusters Score -574617.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -574629.812500 Penalty: 2738.506592
	Iteration 39Q: 3 clusters Score -574629.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -574639.500000 Penalty: 2738.506592
	Iteration 40F: 3 clusters Score -574639.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -574652.250000 Penalty: 2738.506592
	Iteration 41Q: 3 clusters Score -574652.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -574665.437500 Penalty: 2738.506592
	Iteration 42Q: 3 clusters Score -574665.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -574678.812500 Penalty: 2738.506592
	Iteration 43Q: 3 clusters Score -574678.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -574687.687500 Penalty: 2738.506592
	Iteration 44Q: 3 clusters Score -574687.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -574699.437500 Penalty: 2738.506592
	Iteration 45Q: 3 clusters Score -574699.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -574711.375000 Penalty: 2738.506592
	Iteration 46Q: 3 clusters Score -574711.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -574726.500000 Penalty: 2738.506592
	Iteration 47Q: 3 clusters Score -574726.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -574740.500000 Penalty: 2738.506592
	Iteration 48Q: 3 clusters Score -574740.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -574749.812500 Penalty: 2738.506592
	Iteration 49Q: 3 clusters Score -574749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -574752.875000 Penalty: 2738.506592
	Iteration 50Q: 3 clusters Score -574752.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -574757.500000 Penalty: 2738.506592
	Iteration 51Q: 3 clusters Score -574757.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -574758.687500 Penalty: 2738.506592
	Iteration 52Q: 3 clusters Score -574758.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -574760.625000 Penalty: 2738.506592
	Iteration 53Q: 3 clusters Score -574760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -574762.125000 Penalty: 2738.506592
	Iteration 54Q: 3 clusters Score -574762.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -574764.250000 Penalty: 2738.506592
	Iteration 55Q: 3 clusters Score -574764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -574765.625000 Penalty: 2738.506592
	Iteration 56Q: 3 clusters Score -574765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -574765.562500 Penalty: 2738.506592
	Iteration 57Q: 3 clusters Score -574765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -574767.312500 Penalty: 2738.506592
	Iteration 58Q: 3 clusters Score -574767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -574767.312500 Penalty: 2738.506592
	Iteration 59F: 3 clusters Score -574767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Entering Unmasked Estep 
Score: -504151.281250 Penalty: 1353.804443
	Iteration 0F: 2 clusters Score -504151.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -500726.718750 Penalty: 2707.608887
	Iteration 0F: 3 clusters Score -500726.7 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -501629.625000 Penalty: 2707.608887
	Iteration 1F: 3 clusters Score -501629.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -501815.812500 Penalty: 2707.608887
	Iteration 2F: 3 clusters Score -501815.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -501933.375000 Penalty: 2707.608887
	Iteration 3F: 3 clusters Score -501933.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -502024.218750 Penalty: 2707.608887
	Iteration 4Q: 3 clusters Score -502024.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -502108.625000 Penalty: 2707.608887
	Iteration 5Q: 3 clusters Score -502108.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -502183.562500 Penalty: 2707.608887
	Iteration 6Q: 3 clusters Score -502183.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -502248.562500 Penalty: 2707.608887
	Iteration 7Q: 3 clusters Score -502248.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -502327.468750 Penalty: 2707.608887
	Iteration 8Q: 3 clusters Score -502327.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -502422.156250 Penalty: 2707.608887
	Iteration 9Q: 3 clusters Score -502422.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -502558.531250 Penalty: 2707.608887
	Iteration 10Q: 3 clusters Score -502558.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -502681.500000 Penalty: 2707.608887
	Iteration 11Q: 3 clusters Score -502681.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -502794.906250 Penalty: 2707.608887
	Iteration 12Q: 3 clusters Score -502794.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -502889.968750 Penalty: 2707.608887
	Iteration 13Q: 3 clusters Score -502890 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -502978.843750 Penalty: 2707.608887
	Iteration 14Q: 3 clusters Score -502978.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -503032.593750 Penalty: 2707.608887
	Iteration 15Q: 3 clusters Score -503032.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -503070.406250 Penalty: 2707.608887
	Iteration 16Q: 3 clusters Score -503070.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -503097.687500 Penalty: 2707.608887
	Iteration 17Q: 3 clusters Score -503097.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -503121.437500 Penalty: 2707.608887
	Iteration 18Q: 3 clusters Score -503121.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -503144.312500 Penalty: 2707.608887
	Iteration 19Q: 3 clusters Score -503144.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -503169.406250 Penalty: 2707.608887
	Iteration 20F: 3 clusters Score -503169.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -503198.750000 Penalty: 2707.608887
	Iteration 21Q: 3 clusters Score -503198.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -503229.531250 Penalty: 2707.608887
	Iteration 22Q: 3 clusters Score -503229.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -503261.000000 Penalty: 2707.608887
	Iteration 23Q: 3 clusters Score -503261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -503293.531250 Penalty: 2707.608887
	Iteration 24Q: 3 clusters Score -503293.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -503326.156250 Penalty: 2707.608887
	Iteration 25Q: 3 clusters Score -503326.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -503349.906250 Penalty: 2707.608887
	Iteration 26Q: 3 clusters Score -503349.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -503370.843750 Penalty: 2707.608887
	Iteration 27Q: 3 clusters Score -503370.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -503386.875000 Penalty: 2707.608887
	Iteration 28Q: 3 clusters Score -503386.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -503397.968750 Penalty: 2707.608887
	Iteration 29Q: 3 clusters Score -503398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -503409.312500 Penalty: 2707.608887
	Iteration 30Q: 3 clusters Score -503409.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -503417.562500 Penalty: 2707.608887
	Iteration 31Q: 3 clusters Score -503417.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -503422.718750 Penalty: 2707.608887
	Iteration 32Q: 3 clusters Score -503422.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -503428.687500 Penalty: 2707.608887
	Iteration 33Q: 3 clusters Score -503428.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -503432.343750 Penalty: 2707.608887
	Iteration 34Q: 3 clusters Score -503432.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -503435.687500 Penalty: 2707.608887
	Iteration 35Q: 3 clusters Score -503435.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -503436.062500 Penalty: 2707.608887
	Iteration 36Q: 3 clusters Score -503436.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -503438.562500 Penalty: 2707.608887
	Iteration 37Q: 3 clusters Score -503438.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -503441.375000 Penalty: 2707.608887
	Iteration 38Q: 3 clusters Score -503441.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -503441.375000 Penalty: 2707.608887
	Iteration 39Q: 3 clusters Score -503441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -503441.375000 Penalty: 2707.608887
	Iteration 40F: 3 clusters Score -503441.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -110504.593750 Penalty: 1119.227295
	Iteration 0F: 2 clusters Score -110504.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -109110.609375 Penalty: 2238.454590
	Iteration 0F: 3 clusters Score -109110.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -109378.804688 Penalty: 2238.454590
	Iteration 1F: 3 clusters Score -109378.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -109457.101562 Penalty: 2238.454590
	Iteration 2F: 3 clusters Score -109457.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -109512.664062 Penalty: 2238.454590
	Iteration 3Q: 3 clusters Score -109512.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -109597.359375 Penalty: 2238.454590
	Iteration 4Q: 3 clusters Score -109597.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -109692.140625 Penalty: 2238.454590
	Iteration 5Q: 3 clusters Score -109692.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -109754.632812 Penalty: 2238.454590
	Iteration 6Q: 3 clusters Score -109754.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -109801.679688 Penalty: 2238.454590
	Iteration 7Q: 3 clusters Score -109801.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -109828.546875 Penalty: 2238.454590
	Iteration 8Q: 3 clusters Score -109828.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -109855.531250 Penalty: 2238.454590
	Iteration 9Q: 3 clusters Score -109855.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -109867.117188 Penalty: 2238.454590
	Iteration 10Q: 3 clusters Score -109867.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -109883.890625 Penalty: 2238.454590
	Iteration 11Q: 3 clusters Score -109883.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -109901.640625 Penalty: 2238.454590
	Iteration 12Q: 3 clusters Score -109901.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -109952.960938 Penalty: 2238.454590
	Iteration 13Q: 3 clusters Score -109953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -109985.437500 Penalty: 2238.454590
	Iteration 14Q: 3 clusters Score -109985.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110013.015625 Penalty: 2238.454590
	Iteration 15Q: 3 clusters Score -110013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -110025.164062 Penalty: 2238.454590
	Iteration 16Q: 3 clusters Score -110025.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -110038.640625 Penalty: 2238.454590
	Iteration 17Q: 3 clusters Score -110038.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -110049.726562 Penalty: 2238.454590
	Iteration 18Q: 3 clusters Score -110049.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -110055.523438 Penalty: 2238.454590
	Iteration 19Q: 3 clusters Score -110055.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -110061.742188 Penalty: 2238.454590
	Iteration 20F: 3 clusters Score -110061.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -110062.476562 Penalty: 2238.454590
	Iteration 21Q: 3 clusters Score -110062.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -110064.304688 Penalty: 2238.454590
	Iteration 22Q: 3 clusters Score -110064.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -110065.101562 Penalty: 2238.454590
	Iteration 23Q: 3 clusters Score -110065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -110065.820312 Penalty: 2238.454590
	Iteration 24Q: 3 clusters Score -110065.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -110065.820312 Penalty: 2238.454590
	Iteration 25F: 3 clusters Score -110065.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -22504.503906 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -22504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21746.531250 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -21746.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21873.464844 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -21873.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21896.060547 Penalty: 1740.890625
	Iteration 2Q: 3 clusters Score -21896.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21910.484375 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -21910.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21923.773438 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -21923.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21925.443359 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -21925.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21925.443359 Penalty: 1740.890625
	Iteration 6F: 3 clusters Score -21925.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (33965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Entering Unmasked Estep 
Score: -4310220.000000 Penalty: 1695.376343
	Iteration 0F: 2 clusters Score -4310220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -4287430.500000 Penalty: 3390.752686
	Iteration 0F: 3 clusters Score -4287430 nChanged 15647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4296202.500000 Penalty: 3390.752686
	Iteration 1F: 3 clusters Score -4296202 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -4296708.000000 Penalty: 3390.752686
	Iteration 2Q: 3 clusters Score -4296708 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -4297428.500000 Penalty: 3390.752686
	Iteration 3Q: 3 clusters Score -4297428 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -4298381.000000 Penalty: 3390.752686
	Iteration 4F: 3 clusters Score -4298381 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -4299784.000000 Penalty: 3390.752686
	Iteration 5F: 3 clusters Score -4299784 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -4301483.000000 Penalty: 3390.752686
	Iteration 6F: 3 clusters Score -4301483 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -4303275.000000 Penalty: 3390.752686
	Iteration 7F: 3 clusters Score -4303275 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -4304935.000000 Penalty: 3390.752686
	Iteration 8F: 3 clusters Score -4304935 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -4306127.000000 Penalty: 3390.752686
	Iteration 9Q: 3 clusters Score -4306127 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -4306892.500000 Penalty: 3390.752686
	Iteration 10Q: 3 clusters Score -4306892 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -4307318.000000 Penalty: 3390.752686
	Iteration 11Q: 3 clusters Score -4307318 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -4307515.000000 Penalty: 3390.752686
	Iteration 12Q: 3 clusters Score -4307515 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -4307645.500000 Penalty: 3390.752686
	Iteration 13Q: 3 clusters Score -4307646 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -4307718.000000 Penalty: 3390.752686
	Iteration 14Q: 3 clusters Score -4307718 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -4307774.500000 Penalty: 3390.752686
	Iteration 15Q: 3 clusters Score -4307774 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -4307813.000000 Penalty: 3390.752686
	Iteration 16Q: 3 clusters Score -4307813 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -4307869.500000 Penalty: 3390.752686
	Iteration 17Q: 3 clusters Score -4307870 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -4307887.500000 Penalty: 3390.752686
	Iteration 18Q: 3 clusters Score -4307888 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -4307907.000000 Penalty: 3390.752686
	Iteration 19Q: 3 clusters Score -4307907 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -4307933.000000 Penalty: 3390.752686
	Iteration 20F: 3 clusters Score -4307933 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -4307971.500000 Penalty: 3390.752686
	Iteration 21Q: 3 clusters Score -4307972 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4308004.000000 Penalty: 3390.752686
	Iteration 22Q: 3 clusters Score -4308004 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -4308034.500000 Penalty: 3390.752686
	Iteration 23Q: 3 clusters Score -4308034 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4308085.000000 Penalty: 3390.752686
	Iteration 24Q: 3 clusters Score -4308085 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -4308111.000000 Penalty: 3390.752686
	Iteration 25Q: 3 clusters Score -4308111 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -4308141.000000 Penalty: 3390.752686
	Iteration 26Q: 3 clusters Score -4308141 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -4308155.500000 Penalty: 3390.752686
	Iteration 27Q: 3 clusters Score -4308156 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -4308168.500000 Penalty: 3390.752686
	Iteration 28Q: 3 clusters Score -4308168 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -4308189.000000 Penalty: 3390.752686
	Iteration 29Q: 3 clusters Score -4308189 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -4308199.000000 Penalty: 3390.752686
	Iteration 30Q: 3 clusters Score -4308199 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -4308205.500000 Penalty: 3390.752686
	Iteration 31Q: 3 clusters Score -4308206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -4308223.000000 Penalty: 3390.752686
	Iteration 32Q: 3 clusters Score -4308223 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -4308229.500000 Penalty: 3390.752686
	Iteration 33Q: 3 clusters Score -4308230 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -4308256.000000 Penalty: 3390.752686
	Iteration 34Q: 3 clusters Score -4308256 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -4308263.500000 Penalty: 3390.752686
	Iteration 35Q: 3 clusters Score -4308264 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -4308272.000000 Penalty: 3390.752686
	Iteration 36Q: 3 clusters Score -4308272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -4308272.000000 Penalty: 3390.752686
	Iteration 37Q: 3 clusters Score -4308272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4308299.000000 Penalty: 3390.752686
	Iteration 38Q: 3 clusters Score -4308299 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -4308309.000000 Penalty: 3390.752686
	Iteration 39Q: 3 clusters Score -4308309 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4308328.500000 Penalty: 3390.752686
	Iteration 40F: 3 clusters Score -4308328 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -4308329.500000 Penalty: 3390.752686
	Iteration 41Q: 3 clusters Score -4308330 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -4308348.000000 Penalty: 3390.752686
	Iteration 42Q: 3 clusters Score -4308348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4308354.500000 Penalty: 3390.752686
	Iteration 43Q: 3 clusters Score -4308354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -4308357.500000 Penalty: 3390.752686
	Iteration 44Q: 3 clusters Score -4308358 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -4308382.000000 Penalty: 3390.752686
	Iteration 45Q: 3 clusters Score -4308382 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -4308389.000000 Penalty: 3390.752686
	Iteration 46Q: 3 clusters Score -4308389 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -4308400.000000 Penalty: 3390.752686
	Iteration 47Q: 3 clusters Score -4308400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -4308419.500000 Penalty: 3390.752686
	Iteration 48Q: 3 clusters Score -4308420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4308428.000000 Penalty: 3390.752686
	Iteration 49Q: 3 clusters Score -4308428 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4308433.500000 Penalty: 3390.752686
	Iteration 50Q: 3 clusters Score -4308434 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -4308453.500000 Penalty: 3390.752686
	Iteration 51Q: 3 clusters Score -4308454 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4308478.500000 Penalty: 3390.752686
	Iteration 52Q: 3 clusters Score -4308478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -4308488.500000 Penalty: 3390.752686
	Iteration 53Q: 3 clusters Score -4308488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4308494.500000 Penalty: 3390.752686
	Iteration 54Q: 3 clusters Score -4308494 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4308510.500000 Penalty: 3390.752686
	Iteration 55Q: 3 clusters Score -4308510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4308523.500000 Penalty: 3390.752686
	Iteration 56Q: 3 clusters Score -4308524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4308525.000000 Penalty: 3390.752686
	Iteration 57Q: 3 clusters Score -4308525 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4308535.000000 Penalty: 3390.752686
	Iteration 58Q: 3 clusters Score -4308535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4308539.000000 Penalty: 3390.752686
	Iteration 59Q: 3 clusters Score -4308539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4308549.000000 Penalty: 3390.752686
	Iteration 60F: 3 clusters Score -4308549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4308561.000000 Penalty: 3390.752686
	Iteration 61Q: 3 clusters Score -4308561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -4308573.500000 Penalty: 3390.752686
	Iteration 62Q: 3 clusters Score -4308574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4308578.000000 Penalty: 3390.752686
	Iteration 63Q: 3 clusters Score -4308578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4308586.500000 Penalty: 3390.752686
	Iteration 64Q: 3 clusters Score -4308586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4308583.000000 Penalty: 3390.752686
	Iteration 65Q: 3 clusters Score -4308583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4308574.000000 Penalty: 3390.752686
	Iteration 66Q: 3 clusters Score -4308574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4308580.000000 Penalty: 3390.752686
	Iteration 67Q: 3 clusters Score -4308580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4308586.500000 Penalty: 3390.752686
	Iteration 68Q: 3 clusters Score -4308586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4308592.000000 Penalty: 3390.752686
	Iteration 69Q: 3 clusters Score -4308592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4308607.000000 Penalty: 3390.752686
	Iteration 70Q: 3 clusters Score -4308607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4308598.500000 Penalty: 3390.752686
	Iteration 71Q: 3 clusters Score -4308598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4308607.000000 Penalty: 3390.752686
	Iteration 72Q: 3 clusters Score -4308607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4308613.000000 Penalty: 3390.752686
	Iteration 73Q: 3 clusters Score -4308613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4308620.500000 Penalty: 3390.752686
	Iteration 74Q: 3 clusters Score -4308620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4308628.500000 Penalty: 3390.752686
	Iteration 75Q: 3 clusters Score -4308628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4308625.500000 Penalty: 3390.752686
	Iteration 76Q: 3 clusters Score -4308626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4308622.000000 Penalty: 3390.752686
	Iteration 77Q: 3 clusters Score -4308622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4308628.500000 Penalty: 3390.752686
	Iteration 78Q: 3 clusters Score -4308628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4308629.500000 Penalty: 3390.752686
	Iteration 79Q: 3 clusters Score -4308630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4308626.000000 Penalty: 3390.752686
	Iteration 80F: 3 clusters Score -4308626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4308626.500000 Penalty: 3390.752686
	Iteration 81Q: 3 clusters Score -4308626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4308632.000000 Penalty: 3390.752686
	Iteration 82Q: 3 clusters Score -4308632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4308635.000000 Penalty: 3390.752686
	Iteration 83Q: 3 clusters Score -4308635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4308646.500000 Penalty: 3390.752686
	Iteration 84Q: 3 clusters Score -4308646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4308654.000000 Penalty: 3390.752686
	Iteration 85Q: 3 clusters Score -4308654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4308649.500000 Penalty: 3390.752686
	Iteration 86Q: 3 clusters Score -4308650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4308657.500000 Penalty: 3390.752686
	Iteration 87Q: 3 clusters Score -4308658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4308665.000000 Penalty: 3390.752686
	Iteration 88Q: 3 clusters Score -4308665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4308667.000000 Penalty: 3390.752686
	Iteration 89Q: 3 clusters Score -4308667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4308661.500000 Penalty: 3390.752686
	Iteration 90Q: 3 clusters Score -4308662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4308667.500000 Penalty: 3390.752686
	Iteration 91Q: 3 clusters Score -4308668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4308669.000000 Penalty: 3390.752686
	Iteration 92Q: 3 clusters Score -4308669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4308677.500000 Penalty: 3390.752686
	Iteration 93Q: 3 clusters Score -4308678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4308681.000000 Penalty: 3390.752686
	Iteration 94Q: 3 clusters Score -4308681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4308679.000000 Penalty: 3390.752686
	Iteration 95Q: 3 clusters Score -4308679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4308683.000000 Penalty: 3390.752686
	Iteration 96Q: 3 clusters Score -4308683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4308676.500000 Penalty: 3390.752686
	Iteration 97Q: 3 clusters Score -4308676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4308679.500000 Penalty: 3390.752686
	Iteration 98Q: 3 clusters Score -4308680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4308690.500000 Penalty: 3390.752686
	Iteration 99Q: 3 clusters Score -4308690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4308684.000000 Penalty: 3390.752686
	Iteration 100F: 3 clusters Score -4308684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4308688.500000 Penalty: 3390.752686
	Iteration 101Q: 3 clusters Score -4308688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4308686.500000 Penalty: 3390.752686
	Iteration 102Q: 3 clusters Score -4308686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4308680.500000 Penalty: 3390.752686
	Iteration 103Q: 3 clusters Score -4308680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4308687.500000 Penalty: 3390.752686
	Iteration 104Q: 3 clusters Score -4308688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4308689.000000 Penalty: 3390.752686
	Iteration 105Q: 3 clusters Score -4308689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4308689.500000 Penalty: 3390.752686
	Iteration 106Q: 3 clusters Score -4308690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4308687.000000 Penalty: 3390.752686
	Iteration 107Q: 3 clusters Score -4308687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4308703.000000 Penalty: 3390.752686
	Iteration 108Q: 3 clusters Score -4308703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4308697.500000 Penalty: 3390.752686
	Iteration 109Q: 3 clusters Score -4308698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4308702.500000 Penalty: 3390.752686
	Iteration 110Q: 3 clusters Score -4308702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4308709.500000 Penalty: 3390.752686
	Iteration 111Q: 3 clusters Score -4308710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4308709.500000 Penalty: 3390.752686
	Iteration 112Q: 3 clusters Score -4308710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4308713.000000 Penalty: 3390.752686
	Iteration 113Q: 3 clusters Score -4308713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4308713.000000 Penalty: 3390.752686
	Iteration 114Q: 3 clusters Score -4308713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4308711.500000 Penalty: 3390.752686
	Iteration 115Q: 3 clusters Score -4308712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4308714.500000 Penalty: 3390.752686
	Iteration 116Q: 3 clusters Score -4308714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4308718.000000 Penalty: 3390.752686
	Iteration 117Q: 3 clusters Score -4308718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4308723.500000 Penalty: 3390.752686
	Iteration 118Q: 3 clusters Score -4308724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4308734.000000 Penalty: 3390.752686
	Iteration 119Q: 3 clusters Score -4308734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4308732.500000 Penalty: 3390.752686
	Iteration 120F: 3 clusters Score -4308732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4308726.000000 Penalty: 3390.752686
	Iteration 121Q: 3 clusters Score -4308726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4308727.500000 Penalty: 3390.752686
	Iteration 122Q: 3 clusters Score -4308728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4308734.000000 Penalty: 3390.752686
	Iteration 123Q: 3 clusters Score -4308734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4308733.000000 Penalty: 3390.752686
	Iteration 124Q: 3 clusters Score -4308733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4308738.500000 Penalty: 3390.752686
	Iteration 125Q: 3 clusters Score -4308738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4308747.000000 Penalty: 3390.752686
	Iteration 126Q: 3 clusters Score -4308747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4308740.000000 Penalty: 3390.752686
	Iteration 127Q: 3 clusters Score -4308740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4308743.500000 Penalty: 3390.752686
	Iteration 128Q: 3 clusters Score -4308744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4308744.000000 Penalty: 3390.752686
	Iteration 129Q: 3 clusters Score -4308744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4308738.500000 Penalty: 3390.752686
	Iteration 130Q: 3 clusters Score -4308738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4308747.500000 Penalty: 3390.752686
	Iteration 131Q: 3 clusters Score -4308748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4308758.500000 Penalty: 3390.752686
	Iteration 132Q: 3 clusters Score -4308758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4308755.000000 Penalty: 3390.752686
	Iteration 133Q: 3 clusters Score -4308755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4308755.500000 Penalty: 3390.752686
	Iteration 134Q: 3 clusters Score -4308756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4308757.000000 Penalty: 3390.752686
	Iteration 135Q: 3 clusters Score -4308757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4308761.000000 Penalty: 3390.752686
	Iteration 136Q: 3 clusters Score -4308761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4308764.500000 Penalty: 3390.752686
	Iteration 137Q: 3 clusters Score -4308764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4308768.500000 Penalty: 3390.752686
	Iteration 138Q: 3 clusters Score -4308768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4308771.500000 Penalty: 3390.752686
	Iteration 139Q: 3 clusters Score -4308772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4308772.500000 Penalty: 3390.752686
	Iteration 140F: 3 clusters Score -4308772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4308773.500000 Penalty: 3390.752686
	Iteration 141Q: 3 clusters Score -4308774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4308778.500000 Penalty: 3390.752686
	Iteration 142Q: 3 clusters Score -4308778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4308775.500000 Penalty: 3390.752686
	Iteration 143Q: 3 clusters Score -4308776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4308773.500000 Penalty: 3390.752686
	Iteration 144Q: 3 clusters Score -4308774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4308779.000000 Penalty: 3390.752686
	Iteration 145Q: 3 clusters Score -4308779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4308779.500000 Penalty: 3390.752686
	Iteration 146Q: 3 clusters Score -4308780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4308781.000000 Penalty: 3390.752686
	Iteration 147Q: 3 clusters Score -4308781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4308782.500000 Penalty: 3390.752686
	Iteration 148Q: 3 clusters Score -4308782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4308782.000000 Penalty: 3390.752686
	Iteration 149Q: 3 clusters Score -4308782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4308780.500000 Penalty: 3390.752686
	Iteration 150Q: 3 clusters Score -4308780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4308779.000000 Penalty: 3390.752686
	Iteration 151Q: 3 clusters Score -4308779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4308778.500000 Penalty: 3390.752686
	Iteration 152Q: 3 clusters Score -4308778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4308777.000000 Penalty: 3390.752686
	Iteration 153Q: 3 clusters Score -4308777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4308777.000000 Penalty: 3390.752686
	Iteration 154Q: 3 clusters Score -4308777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4308780.000000 Penalty: 3390.752686
	Iteration 155Q: 3 clusters Score -4308780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4308774.000000 Penalty: 3390.752686
	Iteration 156Q: 3 clusters Score -4308774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4308772.000000 Penalty: 3390.752686
	Iteration 157Q: 3 clusters Score -4308772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4308775.000000 Penalty: 3390.752686
	Iteration 158Q: 3 clusters Score -4308775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4308773.500000 Penalty: 3390.752686
	Iteration 159Q: 3 clusters Score -4308774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4308774.500000 Penalty: 3390.752686
	Iteration 160F: 3 clusters Score -4308774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4308778.500000 Penalty: 3390.752686
	Iteration 161Q: 3 clusters Score -4308778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4308780.000000 Penalty: 3390.752686
	Iteration 162Q: 3 clusters Score -4308780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4308776.500000 Penalty: 3390.752686
	Iteration 163Q: 3 clusters Score -4308776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4308773.000000 Penalty: 3390.752686
	Iteration 164Q: 3 clusters Score -4308773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4308777.000000 Penalty: 3390.752686
	Iteration 165Q: 3 clusters Score -4308777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4308785.500000 Penalty: 3390.752686
	Iteration 166Q: 3 clusters Score -4308786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4308780.500000 Penalty: 3390.752686
	Iteration 167Q: 3 clusters Score -4308780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4308788.500000 Penalty: 3390.752686
	Iteration 168Q: 3 clusters Score -4308788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4308789.500000 Penalty: 3390.752686
	Iteration 169Q: 3 clusters Score -4308790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4308793.500000 Penalty: 3390.752686
	Iteration 170Q: 3 clusters Score -4308794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4308789.000000 Penalty: 3390.752686
	Iteration 171Q: 3 clusters Score -4308789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4308800.000000 Penalty: 3390.752686
	Iteration 172Q: 3 clusters Score -4308800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4308808.500000 Penalty: 3390.752686
	Iteration 173Q: 3 clusters Score -4308808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4308815.000000 Penalty: 3390.752686
	Iteration 174Q: 3 clusters Score -4308815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4308813.500000 Penalty: 3390.752686
	Iteration 175Q: 3 clusters Score -4308814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4308814.500000 Penalty: 3390.752686
	Iteration 176Q: 3 clusters Score -4308814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4308814.500000 Penalty: 3390.752686
	Iteration 177F: 3 clusters Score -4308814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Entering Unmasked Estep 
Score: -10676219.000000 Penalty: 1841.068481
	Iteration 0F: 2 clusters Score -1.067622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -10621481.000000 Penalty: 3682.136963
	Iteration 0F: 3 clusters Score -1.062148e+07 nChanged 39449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -10643822.000000 Penalty: 3682.136963
	Iteration 1F: 3 clusters Score -1.064382e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -10644412.000000 Penalty: 3682.136963
	Iteration 2Q: 3 clusters Score -1.064441e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -10645283.000000 Penalty: 3682.136963
	Iteration 3Q: 3 clusters Score -1.064528e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -10646427.000000 Penalty: 3682.136963
	Iteration 4Q: 3 clusters Score -1.064643e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -10648114.000000 Penalty: 3682.136963
	Iteration 5Q: 3 clusters Score -1.064811e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -10651148.000000 Penalty: 3682.136963
	Iteration 6F: 3 clusters Score -1.065115e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -10655466.000000 Penalty: 3682.136963
	Iteration 7F: 3 clusters Score -1.065547e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -10660785.000000 Penalty: 3682.136963
	Iteration 8F: 3 clusters Score -1.066078e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -10666076.000000 Penalty: 3682.136963
	Iteration 9F: 3 clusters Score -1.066608e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 78583 members 
Entering Unmasked Estep 
Score: -10670359.000000 Penalty: 3682.136963
	Iteration 10F: 3 clusters Score -1.067036e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -10672906.000000 Penalty: 3682.136963
	Iteration 11Q: 3 clusters Score -1.067291e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 82537 members 
Entering Unmasked Estep 
Score: -10674015.000000 Penalty: 3682.136963
	Iteration 12Q: 3 clusters Score -1.067402e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 82876 members 
Entering Unmasked Estep 
Score: -10674394.000000 Penalty: 3682.136963
	Iteration 13Q: 3 clusters Score -1.067439e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 82970 members 
Entering Unmasked Estep 
Score: -10674521.000000 Penalty: 3682.136963
	Iteration 14Q: 3 clusters Score -1.067452e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -10674563.000000 Penalty: 3682.136963
	Iteration 15Q: 3 clusters Score -1.067456e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -10674596.000000 Penalty: 3682.136963
	Iteration 16Q: 3 clusters Score -1.06746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 83049 members 
Entering Unmasked Estep 
Score: -10674623.000000 Penalty: 3682.136963
	Iteration 17Q: 3 clusters Score -1.067462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -10674644.000000 Penalty: 3682.136963
	Iteration 18Q: 3 clusters Score -1.067464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -10674651.000000 Penalty: 3682.136963
	Iteration 19Q: 3 clusters Score -1.067465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -10674655.000000 Penalty: 3682.136963
	Iteration 20F: 3 clusters Score -1.067466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -10674654.000000 Penalty: 3682.136963
	Iteration 21Q: 3 clusters Score -1.067465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -10674654.000000 Penalty: 3682.136963
	Iteration 22Q: 3 clusters Score -1.067465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -10674665.000000 Penalty: 3682.136963
	Iteration 23Q: 3 clusters Score -1.067466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -10674669.000000 Penalty: 3682.136963
	Iteration 24Q: 3 clusters Score -1.067467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -10674673.000000 Penalty: 3682.136963
	Iteration 25Q: 3 clusters Score -1.067467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -10674673.000000 Penalty: 3682.136963
	Iteration 26F: 3 clusters Score -1.067467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Entering Unmasked Estep 
Score: -443233.218750 Penalty: 1328.160156
	Iteration 0F: 2 clusters Score -443233.2 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 1806 members 
Entering Unmasked Estep 
Score: -440236.281250 Penalty: 2656.320312
	Iteration 0F: 3 clusters Score -440236.3 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -441129.031250 Penalty: 2656.320312
	Iteration 1F: 3 clusters Score -441129 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -441411.343750 Penalty: 2656.320312
	Iteration 2F: 3 clusters Score -441411.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -441657.375000 Penalty: 2656.320312
	Iteration 3F: 3 clusters Score -441657.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -441886.250000 Penalty: 2656.320312
	Iteration 4F: 3 clusters Score -441886.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -442109.593750 Penalty: 2656.320312
	Iteration 5F: 3 clusters Score -442109.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -442283.187500 Penalty: 2656.320312
	Iteration 6F: 3 clusters Score -442283.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -442361.968750 Penalty: 2656.320312
	Iteration 7Q: 3 clusters Score -442362 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -442401.562500 Penalty: 2656.320312
	Iteration 8Q: 3 clusters Score -442401.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -442426.000000 Penalty: 2656.320312
	Iteration 9Q: 3 clusters Score -442426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -442440.250000 Penalty: 2656.320312
	Iteration 10Q: 3 clusters Score -442440.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -442450.281250 Penalty: 2656.320312
	Iteration 11Q: 3 clusters Score -442450.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -442453.968750 Penalty: 2656.320312
	Iteration 12Q: 3 clusters Score -442454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -442457.468750 Penalty: 2656.320312
	Iteration 13Q: 3 clusters Score -442457.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -442460.906250 Penalty: 2656.320312
	Iteration 14Q: 3 clusters Score -442460.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -442463.250000 Penalty: 2656.320312
	Iteration 15Q: 3 clusters Score -442463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -442464.718750 Penalty: 2656.320312
	Iteration 16Q: 3 clusters Score -442464.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -442464.718750 Penalty: 2656.320312
	Iteration 17F: 3 clusters Score -442464.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -789022.750000 Penalty: 1416.649902
	Iteration 0F: 2 clusters Score -789022.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -784286.062500 Penalty: 2833.299805
	Iteration 0F: 3 clusters Score -784286.1 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -785696.625000 Penalty: 2833.299805
	Iteration 1F: 3 clusters Score -785696.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -785875.750000 Penalty: 2833.299805
	Iteration 2F: 3 clusters Score -785875.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -785992.375000 Penalty: 2833.299805
	Iteration 3Q: 3 clusters Score -785992.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -786067.375000 Penalty: 2833.299805
	Iteration 4Q: 3 clusters Score -786067.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -786141.750000 Penalty: 2833.299805
	Iteration 5Q: 3 clusters Score -786141.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -786196.750000 Penalty: 2833.299805
	Iteration 6Q: 3 clusters Score -786196.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -786233.250000 Penalty: 2833.299805
	Iteration 7Q: 3 clusters Score -786233.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -786269.750000 Penalty: 2833.299805
	Iteration 8Q: 3 clusters Score -786269.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -786305.562500 Penalty: 2833.299805
	Iteration 9Q: 3 clusters Score -786305.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -786341.687500 Penalty: 2833.299805
	Iteration 10Q: 3 clusters Score -786341.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -786370.687500 Penalty: 2833.299805
	Iteration 11Q: 3 clusters Score -786370.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -786395.875000 Penalty: 2833.299805
	Iteration 12Q: 3 clusters Score -786395.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -786421.250000 Penalty: 2833.299805
	Iteration 13Q: 3 clusters Score -786421.2 nChanged 76
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: -786436.937500 Penalty: 2833.299805
	Iteration 14Q: 3 clusters Score -786436.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -786459.250000 Penalty: 2833.299805
	Iteration 15Q: 3 clusters Score -786459.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -786482.187500 Penalty: 2833.299805
	Iteration 16Q: 3 clusters Score -786482.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -786513.625000 Penalty: 2833.299805
	Iteration 17Q: 3 clusters Score -786513.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -786544.500000 Penalty: 2833.299805
	Iteration 18Q: 3 clusters Score -786544.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -786579.000000 Penalty: 2833.299805
	Iteration 19Q: 3 clusters Score -786579 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -786614.625000 Penalty: 2833.299805
	Iteration 20F: 3 clusters Score -786614.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -786656.562500 Penalty: 2833.299805
	Iteration 21Q: 3 clusters Score -786656.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -786695.500000 Penalty: 2833.299805
	Iteration 22Q: 3 clusters Score -786695.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -786736.875000 Penalty: 2833.299805
	Iteration 23Q: 3 clusters Score -786736.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -786784.625000 Penalty: 2833.299805
	Iteration 24Q: 3 clusters Score -786784.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -786841.750000 Penalty: 2833.299805
	Iteration 25Q: 3 clusters Score -786841.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -786908.250000 Penalty: 2833.299805
	Iteration 26Q: 3 clusters Score -786908.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -786993.875000 Penalty: 2833.299805
	Iteration 27Q: 3 clusters Score -786993.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -787086.750000 Penalty: 2833.299805
	Iteration 28Q: 3 clusters Score -787086.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -787198.875000 Penalty: 2833.299805
	Iteration 29Q: 3 clusters Score -787198.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -787303.062500 Penalty: 2833.299805
	Iteration 30Q: 3 clusters Score -787303.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -787386.750000 Penalty: 2833.299805
	Iteration 31Q: 3 clusters Score -787386.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -787453.437500 Penalty: 2833.299805
	Iteration 32Q: 3 clusters Score -787453.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -787505.312500 Penalty: 2833.299805
	Iteration 33Q: 3 clusters Score -787505.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -787546.750000 Penalty: 2833.299805
	Iteration 34Q: 3 clusters Score -787546.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -787587.250000 Penalty: 2833.299805
	Iteration 35Q: 3 clusters Score -787587.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -787619.500000 Penalty: 2833.299805
	Iteration 36Q: 3 clusters Score -787619.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -787644.812500 Penalty: 2833.299805
	Iteration 37Q: 3 clusters Score -787644.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -787678.750000 Penalty: 2833.299805
	Iteration 38Q: 3 clusters Score -787678.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -787709.062500 Penalty: 2833.299805
	Iteration 39Q: 3 clusters Score -787709.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -787724.625000 Penalty: 2833.299805
	Iteration 40F: 3 clusters Score -787724.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -787739.125000 Penalty: 2833.299805
	Iteration 41Q: 3 clusters Score -787739.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -787756.437500 Penalty: 2833.299805
	Iteration 42Q: 3 clusters Score -787756.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -787768.937500 Penalty: 2833.299805
	Iteration 43Q: 3 clusters Score -787768.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -787780.875000 Penalty: 2833.299805
	Iteration 44Q: 3 clusters Score -787780.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -787791.875000 Penalty: 2833.299805
	Iteration 45Q: 3 clusters Score -787791.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -787794.937500 Penalty: 2833.299805
	Iteration 46Q: 3 clusters Score -787794.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -787796.437500 Penalty: 2833.299805
	Iteration 47Q: 3 clusters Score -787796.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -787798.437500 Penalty: 2833.299805
	Iteration 48Q: 3 clusters Score -787798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -787801.187500 Penalty: 2833.299805
	Iteration 49Q: 3 clusters Score -787801.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -787804.312500 Penalty: 2833.299805
	Iteration 50Q: 3 clusters Score -787804.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -787806.375000 Penalty: 2833.299805
	Iteration 51Q: 3 clusters Score -787806.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -787808.562500 Penalty: 2833.299805
	Iteration 52Q: 3 clusters Score -787808.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -787810.125000 Penalty: 2833.299805
	Iteration 53Q: 3 clusters Score -787810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -787810.937500 Penalty: 2833.299805
	Iteration 54Q: 3 clusters Score -787810.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -787813.500000 Penalty: 2833.299805
	Iteration 55Q: 3 clusters Score -787813.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -787817.750000 Penalty: 2833.299805
	Iteration 56Q: 3 clusters Score -787817.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -787823.812500 Penalty: 2833.299805
	Iteration 57Q: 3 clusters Score -787823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -787825.062500 Penalty: 2833.299805
	Iteration 58Q: 3 clusters Score -787825.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -787826.250000 Penalty: 2833.299805
	Iteration 59Q: 3 clusters Score -787826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -787829.937500 Penalty: 2833.299805
	Iteration 60F: 3 clusters Score -787829.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -787834.375000 Penalty: 2833.299805
	Iteration 61Q: 3 clusters Score -787834.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -787838.812500 Penalty: 2833.299805
	Iteration 62Q: 3 clusters Score -787838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -787842.625000 Penalty: 2833.299805
	Iteration 63Q: 3 clusters Score -787842.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -787848.562500 Penalty: 2833.299805
	Iteration 64Q: 3 clusters Score -787848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -787850.187500 Penalty: 2833.299805
	Iteration 65Q: 3 clusters Score -787850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -787849.562500 Penalty: 2833.299805
	Iteration 66Q: 3 clusters Score -787849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -787850.625000 Penalty: 2833.299805
	Iteration 67Q: 3 clusters Score -787850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -787851.000000 Penalty: 2833.299805
	Iteration 68Q: 3 clusters Score -787851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -787851.000000 Penalty: 2833.299805
	Iteration 69F: 3 clusters Score -787851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Entering Unmasked Estep 
Score: -669207.812500 Penalty: 1392.836670
	Iteration 0F: 2 clusters Score -669207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -665031.937500 Penalty: 2785.673340
	Iteration 0F: 3 clusters Score -665031.9 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -666295.437500 Penalty: 2785.673340
	Iteration 1F: 3 clusters Score -666295.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -666602.625000 Penalty: 2785.673340
	Iteration 2F: 3 clusters Score -666602.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -666816.687500 Penalty: 2785.673340
	Iteration 3F: 3 clusters Score -666816.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -667001.625000 Penalty: 2785.673340
	Iteration 4Q: 3 clusters Score -667001.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -667172.062500 Penalty: 2785.673340
	Iteration 5Q: 3 clusters Score -667172.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -667342.250000 Penalty: 2785.673340
	Iteration 6Q: 3 clusters Score -667342.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -667453.125000 Penalty: 2785.673340
	Iteration 7Q: 3 clusters Score -667453.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -667545.750000 Penalty: 2785.673340
	Iteration 8Q: 3 clusters Score -667545.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -667608.250000 Penalty: 2785.673340
	Iteration 9Q: 3 clusters Score -667608.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -667654.187500 Penalty: 2785.673340
	Iteration 10Q: 3 clusters Score -667654.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -667703.250000 Penalty: 2785.673340
	Iteration 11Q: 3 clusters Score -667703.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -667746.562500 Penalty: 2785.673340
	Iteration 12Q: 3 clusters Score -667746.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -667788.500000 Penalty: 2785.673340
	Iteration 13Q: 3 clusters Score -667788.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -667816.750000 Penalty: 2785.673340
	Iteration 14Q: 3 clusters Score -667816.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -667838.187500 Penalty: 2785.673340
	Iteration 15Q: 3 clusters Score -667838.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -667869.250000 Penalty: 2785.673340
	Iteration 16Q: 3 clusters Score -667869.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -667892.250000 Penalty: 2785.673340
	Iteration 17Q: 3 clusters Score -667892.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -667906.812500 Penalty: 2785.673340
	Iteration 18Q: 3 clusters Score -667906.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -667919.500000 Penalty: 2785.673340
	Iteration 19Q: 3 clusters Score -667919.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -667925.687500 Penalty: 2785.673340
	Iteration 20F: 3 clusters Score -667925.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -667928.625000 Penalty: 2785.673340
	Iteration 21Q: 3 clusters Score -667928.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -667932.562500 Penalty: 2785.673340
	Iteration 22Q: 3 clusters Score -667932.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -667938.937500 Penalty: 2785.673340
	Iteration 23Q: 3 clusters Score -667938.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -667940.875000 Penalty: 2785.673340
	Iteration 24Q: 3 clusters Score -667940.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -667945.875000 Penalty: 2785.673340
	Iteration 25Q: 3 clusters Score -667945.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -667946.250000 Penalty: 2785.673340
	Iteration 26Q: 3 clusters Score -667946.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -667950.500000 Penalty: 2785.673340
	Iteration 27Q: 3 clusters Score -667950.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -667953.562500 Penalty: 2785.673340
	Iteration 28Q: 3 clusters Score -667953.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -667955.375000 Penalty: 2785.673340
	Iteration 29Q: 3 clusters Score -667955.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -667957.875000 Penalty: 2785.673340
	Iteration 30Q: 3 clusters Score -667957.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -667957.750000 Penalty: 2785.673340
	Iteration 31Q: 3 clusters Score -667957.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -667959.125000 Penalty: 2785.673340
	Iteration 32Q: 3 clusters Score -667959.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -667960.812500 Penalty: 2785.673340
	Iteration 33Q: 3 clusters Score -667960.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -667962.687500 Penalty: 2785.673340
	Iteration 34Q: 3 clusters Score -667962.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -667962.312500 Penalty: 2785.673340
	Iteration 35Q: 3 clusters Score -667962.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -667964.437500 Penalty: 2785.673340
	Iteration 36Q: 3 clusters Score -667964.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -667964.187500 Penalty: 2785.673340
	Iteration 37Q: 3 clusters Score -667964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -667964.687500 Penalty: 2785.673340
	Iteration 38Q: 3 clusters Score -667964.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -667964.750000 Penalty: 2785.673340
	Iteration 39Q: 3 clusters Score -667964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -667964.937500 Penalty: 2785.673340
	Iteration 40F: 3 clusters Score -667964.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -667965.625000 Penalty: 2785.673340
	Iteration 41Q: 3 clusters Score -667965.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -667965.875000 Penalty: 2785.673340
	Iteration 42Q: 3 clusters Score -667965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -667965.875000 Penalty: 2785.673340
	Iteration 43F: 3 clusters Score -667965.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -22284.095703 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -22284.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21573.097656 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -21573.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21660.679688 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -21660.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21740.107422 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -21740.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21808.935547 Penalty: 1790.551270
	Iteration 3F: 3 clusters Score -21808.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21866.787109 Penalty: 1790.551270
	Iteration 4F: 3 clusters Score -21866.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21888.570312 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -21888.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21919.017578 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -21919.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21927.732422 Penalty: 1790.551270
	Iteration 7Q: 3 clusters Score -21927.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21930.214844 Penalty: 1790.551270
	Iteration 8Q: 3 clusters Score -21930.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21937.390625 Penalty: 1790.551270
	Iteration 9Q: 3 clusters Score -21937.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21938.128906 Penalty: 1790.551270
	Iteration 10F: 3 clusters Score -21938.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21942.388672 Penalty: 1790.551270
	Iteration 11Q: 3 clusters Score -21942.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21966.902344 Penalty: 1790.551270
	Iteration 12Q: 3 clusters Score -21966.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21966.902344 Penalty: 1790.551270
	Iteration 13F: 3 clusters Score -21966.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 136717 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 37223 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 40740 members 
Mstep: Class 7 contains 18203 members 
Mstep: Class 8 contains 116810 members 
Mstep: Class 9 contains 17273 members 
Mstep: Class 10 contains 21399 members 
Mstep: Class 11 contains 38623 members 
Mstep: Class 12 contains 16339 members 
Mstep: Class 13 contains 26855 members 
Mstep: Class 14 contains 12413 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7015 members 
Mstep: Class 17 contains 9645 members 
Mstep: Class 18 contains 43169 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5627 members 
Mstep: Class 22 contains 26699 members 
Mstep: Class 23 contains 23151 members 
Mstep: Class 24 contains 119694 members 
Mstep: Class 25 contains 5347 members 
Mstep: Class 27 contains 4565 members 
Mstep: Class 28 contains 4151 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33965 members 
Mstep: Class 32 contains 83254 members 
Mstep: Class 33 contains 3545 members 
Mstep: Class 34 contains 6111 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950656.000000 Penalty: 77880.085938
Iteration 199Q: 36 clusters Score -1.089507e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 136706 members 
Mstep: Class 3 contains 7153 members 
Mstep: Class 4 contains 37239 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 41044 members 
Mstep: Class 7 contains 18203 members 
Mstep: Class 8 contains 116815 members 
Mstep: Class 9 contains 17240 members 
Mstep: Class 10 contains 21201 members 
Mstep: Class 11 contains 38619 members 
Mstep: Class 12 contains 16339 members 
Mstep: Class 13 contains 26857 members 
Mstep: Class 14 contains 12378 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7015 members 
Mstep: Class 17 contains 9637 members 
Mstep: Class 18 contains 43153 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5620 members 
Mstep: Class 22 contains 26695 members 
Mstep: Class 23 contains 23157 members 
Mstep: Class 24 contains 119697 members 
Mstep: Class 25 contains 5350 members 
Mstep: Class 27 contains 4562 members 
Mstep: Class 28 contains 4151 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33967 members 
Mstep: Class 32 contains 83248 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 6116 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950544.000000 Penalty: 77880.085938
Iteration 200F: 36 clusters Score -1.089505e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 136698 members 
Mstep: Class 3 contains 7130 members 
Mstep: Class 4 contains 37248 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 41349 members 
Mstep: Class 7 contains 18209 members 
Mstep: Class 8 contains 116818 members 
Mstep: Class 9 contains 17218 members 
Mstep: Class 10 contains 20979 members 
Mstep: Class 11 contains 38610 members 
Mstep: Class 12 contains 16338 members 
Mstep: Class 13 contains 26861 members 
Mstep: Class 14 contains 12349 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 9632 members 
Mstep: Class 18 contains 43122 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5609 members 
Mstep: Class 22 contains 26695 members 
Mstep: Class 23 contains 23163 members 
Mstep: Class 24 contains 119715 members 
Mstep: Class 25 contains 5352 members 
Mstep: Class 27 contains 4560 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 981 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33975 members 
Mstep: Class 32 contains 83240 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 6126 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950736.000000 Penalty: 77880.085938
Iteration 201Q: 36 clusters Score -1.089507e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 136697 members 
Mstep: Class 3 contains 7104 members 
Mstep: Class 4 contains 37258 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 41669 members 
Mstep: Class 7 contains 18211 members 
Mstep: Class 8 contains 116827 members 
Mstep: Class 9 contains 17211 members 
Mstep: Class 10 contains 20754 members 
Mstep: Class 11 contains 38605 members 
Mstep: Class 12 contains 16337 members 
Mstep: Class 13 contains 26861 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 9619 members 
Mstep: Class 18 contains 43100 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5599 members 
Mstep: Class 22 contains 26695 members 
Mstep: Class 23 contains 23167 members 
Mstep: Class 24 contains 119716 members 
Mstep: Class 25 contains 5348 members 
Mstep: Class 27 contains 4559 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 982 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33977 members 
Mstep: Class 32 contains 83232 members 
Mstep: Class 33 contains 3542 members 
Mstep: Class 34 contains 6132 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950792.000000 Penalty: 77880.085938
Iteration 202Q: 36 clusters Score -1.089508e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 136690 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 37270 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 41990 members 
Mstep: Class 7 contains 18209 members 
Mstep: Class 8 contains 116842 members 
Mstep: Class 9 contains 17185 members 
Mstep: Class 10 contains 20507 members 
Mstep: Class 11 contains 38600 members 
Mstep: Class 12 contains 16337 members 
Mstep: Class 13 contains 26862 members 
Mstep: Class 14 contains 12290 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7015 members 
Mstep: Class 17 contains 9614 members 
Mstep: Class 18 contains 43082 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5591 members 
Mstep: Class 22 contains 26693 members 
Mstep: Class 23 contains 23170 members 
Mstep: Class 24 contains 119725 members 
Mstep: Class 25 contains 5345 members 
Mstep: Class 27 contains 4560 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 983 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33977 members 
Mstep: Class 32 contains 83225 members 
Mstep: Class 33 contains 3540 members 
Mstep: Class 34 contains 6142 members 
Mstep: Class 35 contains 5279 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950864.000000 Penalty: 77880.085938
Iteration 203Q: 36 clusters Score -1.089509e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 136682 members 
Mstep: Class 3 contains 7073 members 
Mstep: Class 4 contains 37293 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 42318 members 
Mstep: Class 7 contains 18208 members 
Mstep: Class 8 contains 116842 members 
Mstep: Class 9 contains 17152 members 
Mstep: Class 10 contains 20267 members 
Mstep: Class 11 contains 38596 members 
Mstep: Class 12 contains 16337 members 
Mstep: Class 13 contains 26868 members 
Mstep: Class 14 contains 12262 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7015 members 
Mstep: Class 17 contains 9607 members 
Mstep: Class 18 contains 43058 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5577 members 
Mstep: Class 22 contains 26693 members 
Mstep: Class 23 contains 23178 members 
Mstep: Class 24 contains 119736 members 
Mstep: Class 25 contains 5340 members 
Mstep: Class 27 contains 4559 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 983 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33978 members 
Mstep: Class 32 contains 83221 members 
Mstep: Class 33 contains 3540 members 
Mstep: Class 34 contains 6151 members 
Mstep: Class 35 contains 5280 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108950832.000000 Penalty: 77880.085938
Iteration 204Q: 36 clusters Score -1.089508e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 136670 members 
Mstep: Class 3 contains 7045 members 
Mstep: Class 4 contains 37310 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 42696 members 
Mstep: Class 7 contains 18206 members 
Mstep: Class 8 contains 116844 members 
Mstep: Class 9 contains 17111 members 
Mstep: Class 10 contains 20016 members 
Mstep: Class 11 contains 38599 members 
Mstep: Class 12 contains 16335 members 
Mstep: Class 13 contains 26868 members 
Mstep: Class 14 contains 12220 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 9599 members 
Mstep: Class 18 contains 43043 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5570 members 
Mstep: Class 22 contains 26692 members 
Mstep: Class 23 contains 23185 members 
Mstep: Class 24 contains 119736 members 
Mstep: Class 25 contains 5338 members 
Mstep: Class 27 contains 4559 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 982 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33979 members 
Mstep: Class 32 contains 83213 members 
Mstep: Class 33 contains 3540 members 
Mstep: Class 34 contains 6164 members 
Mstep: Class 35 contains 5280 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108951032.000000 Penalty: 77880.085938
Iteration 205Q: 36 clusters Score -1.08951e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 136666 members 
Mstep: Class 3 contains 7021 members 
Mstep: Class 4 contains 37318 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 43052 members 
Mstep: Class 7 contains 18204 members 
Mstep: Class 8 contains 116856 members 
Mstep: Class 9 contains 17079 members 
Mstep: Class 10 contains 19772 members 
Mstep: Class 11 contains 38599 members 
Mstep: Class 12 contains 16334 members 
Mstep: Class 13 contains 26871 members 
Mstep: Class 14 contains 12186 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 9589 members 
Mstep: Class 18 contains 43013 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5566 members 
Mstep: Class 22 contains 26691 members 
Mstep: Class 23 contains 23190 members 
Mstep: Class 24 contains 119743 members 
Mstep: Class 25 contains 5336 members 
Mstep: Class 27 contains 4558 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 982 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33975 members 
Mstep: Class 32 contains 83209 members 
Mstep: Class 33 contains 3540 members 
Mstep: Class 34 contains 6170 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108951224.000000 Penalty: 77880.085938
Iteration 206Q: 36 clusters Score -1.089512e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 136647 members 
Mstep: Class 3 contains 6996 members 
Mstep: Class 4 contains 37330 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 43426 members 
Mstep: Class 7 contains 18200 members 
Mstep: Class 8 contains 116857 members 
Mstep: Class 9 contains 17050 members 
Mstep: Class 10 contains 19554 members 
Mstep: Class 11 contains 38599 members 
Mstep: Class 12 contains 16329 members 
Mstep: Class 13 contains 26875 members 
Mstep: Class 14 contains 12146 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 9571 members 
Mstep: Class 18 contains 42974 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 5558 members 
Mstep: Class 22 contains 26691 members 
Mstep: Class 23 contains 23193 members 
Mstep: Class 24 contains 119760 members 
Mstep: Class 25 contains 5334 members 
Mstep: Class 27 contains 4558 members 
Mstep: Class 28 contains 4151 members 
Mstep: Class 29 contains 983 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33972 members 
Mstep: Class 32 contains 83201 members 
Mstep: Class 33 contains 3540 members 
Mstep: Class 34 contains 6178 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108951376.000000 Penalty: 77880.085938
Iteration 207Q: 36 clusters Score -1.089514e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 136624 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 37341 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 43808 members 
Mstep: Class 7 contains 18195 members 
Mstep: Class 8 contains 116865 members 
Mstep: Class 9 contains 17009 members 
Mstep: Class 10 contains 19322 members 
Mstep: Class 11 contains 38599 members 
Mstep: Class 12 contains 16329 members 
Mstep: Class 13 contains 26874 members 
Mstep: Class 14 contains 12113 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7013 members 
Mstep: Class 17 contains 9555 members 
Mstep: Class 18 contains 42943 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 5551 members 
Mstep: Class 22 contains 26690 members 
Mstep: Class 23 contains 23200 members 
Mstep: Class 24 contains 119754 members 
Mstep: Class 25 contains 5334 members 
Mstep: Class 27 contains 4557 members 
Mstep: Class 28 contains 4151 members 
Mstep: Class 29 contains 984 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33971 members 
Mstep: Class 32 contains 83194 members 
Mstep: Class 33 contains 3541 members 
Mstep: Class 34 contains 6189 members 
Mstep: Class 35 contains 5282 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108951664.000000 Penalty: 77880.085938
Iteration 208Q: 36 clusters Score -1.089517e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 136608 members 
Mstep: Class 3 contains 6955 members 
Mstep: Class 4 contains 37328 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 44230 members 
Mstep: Class 7 contains 18195 members 
Mstep: Class 8 contains 116875 members 
Mstep: Class 9 contains 16955 members 
Mstep: Class 10 contains 19083 members 
Mstep: Class 11 contains 38603 members 
Mstep: Class 12 contains 16322 members 
Mstep: Class 13 contains 26870 members 
Mstep: Class 14 contains 12079 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7012 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 42916 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 5546 members 
Mstep: Class 22 contains 26686 members 
Mstep: Class 23 contains 23209 members 
Mstep: Class 24 contains 119753 members 
Mstep: Class 25 contains 5334 members 
Mstep: Class 27 contains 4556 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 984 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33971 members 
Mstep: Class 32 contains 83187 members 
Mstep: Class 33 contains 3541 members 
Mstep: Class 34 contains 6196 members 
Mstep: Class 35 contains 5282 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108951552.000000 Penalty: 77880.085938
Iteration 209Q: 36 clusters Score -1.089516e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 136583 members 
Mstep: Class 3 contains 6928 members 
Mstep: Class 4 contains 37318 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 44682 members 
Mstep: Class 7 contains 18199 members 
Mstep: Class 8 contains 116885 members 
Mstep: Class 9 contains 16885 members 
Mstep: Class 10 contains 18823 members 
Mstep: Class 11 contains 38606 members 
Mstep: Class 12 contains 16320 members 
Mstep: Class 13 contains 26872 members 
Mstep: Class 14 contains 12040 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7013 members 
Mstep: Class 17 contains 9519 members 
Mstep: Class 18 contains 42897 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6439 members 
Mstep: Class 21 contains 5542 members 
Mstep: Class 22 contains 26682 members 
Mstep: Class 23 contains 23213 members 
Mstep: Class 24 contains 119754 members 
Mstep: Class 25 contains 5330 members 
Mstep: Class 27 contains 4554 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 985 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33973 members 
Mstep: Class 32 contains 83184 members 
Mstep: Class 33 contains 3541 members 
Mstep: Class 34 contains 6204 members 
Mstep: Class 35 contains 5282 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108951840.000000 Penalty: 77880.085938
Iteration 210Q: 36 clusters Score -1.089518e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 136545 members 
Mstep: Class 3 contains 6894 members 
Mstep: Class 4 contains 37297 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 45192 members 
Mstep: Class 7 contains 18204 members 
Mstep: Class 8 contains 116909 members 
Mstep: Class 9 contains 16826 members 
Mstep: Class 10 contains 18530 members 
Mstep: Class 11 contains 38602 members 
Mstep: Class 12 contains 16317 members 
Mstep: Class 13 contains 26878 members 
Mstep: Class 14 contains 12001 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7013 members 
Mstep: Class 17 contains 9504 members 
Mstep: Class 18 contains 42884 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6439 members 
Mstep: Class 21 contains 5530 members 
Mstep: Class 22 contains 26674 members 
Mstep: Class 23 contains 23214 members 
Mstep: Class 24 contains 119747 members 
Mstep: Class 25 contains 5322 members 
Mstep: Class 27 contains 4553 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 985 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33972 members 
Mstep: Class 32 contains 83186 members 
Mstep: Class 33 contains 3543 members 
Mstep: Class 34 contains 6211 members 
Mstep: Class 35 contains 5282 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108952096.000000 Penalty: 77880.085938
Iteration 211Q: 36 clusters Score -1.089521e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 136527 members 
Mstep: Class 3 contains 6863 members 
Mstep: Class 4 contains 37285 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 45705 members 
Mstep: Class 7 contains 18207 members 
Mstep: Class 8 contains 116916 members 
Mstep: Class 9 contains 16779 members 
Mstep: Class 10 contains 18250 members 
Mstep: Class 11 contains 38601 members 
Mstep: Class 12 contains 16313 members 
Mstep: Class 13 contains 26879 members 
Mstep: Class 14 contains 11951 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7013 members 
Mstep: Class 17 contains 9490 members 
Mstep: Class 18 contains 42856 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6439 members 
Mstep: Class 21 contains 5523 members 
Mstep: Class 22 contains 26664 members 
Mstep: Class 23 contains 23212 members 
Mstep: Class 24 contains 119736 members 
Mstep: Class 25 contains 5317 members 
Mstep: Class 27 contains 4553 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 985 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33969 members 
Mstep: Class 32 contains 83178 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 5282 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108952216.000000 Penalty: 77880.085938
Iteration 212Q: 36 clusters Score -1.089522e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 136504 members 
Mstep: Class 3 contains 6828 members 
Mstep: Class 4 contains 37272 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 46223 members 
Mstep: Class 7 contains 18202 members 
Mstep: Class 8 contains 116926 members 
Mstep: Class 9 contains 16729 members 
Mstep: Class 10 contains 17970 members 
Mstep: Class 11 contains 38591 members 
Mstep: Class 12 contains 16314 members 
Mstep: Class 13 contains 26880 members 
Mstep: Class 14 contains 11907 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 9486 members 
Mstep: Class 18 contains 42832 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6439 members 
Mstep: Class 21 contains 5518 members 
Mstep: Class 22 contains 26652 members 
Mstep: Class 23 contains 23214 members 
Mstep: Class 24 contains 119719 members 
Mstep: Class 25 contains 5314 members 
Mstep: Class 27 contains 4553 members 
Mstep: Class 28 contains 4156 members 
Mstep: Class 29 contains 984 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33967 members 
Mstep: Class 32 contains 83172 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 6220 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108952384.000000 Penalty: 77880.085938
Iteration 213Q: 36 clusters Score -1.089524e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 136473 members 
Mstep: Class 3 contains 6790 members 
Mstep: Class 4 contains 37266 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 46778 members 
Mstep: Class 7 contains 18196 members 
Mstep: Class 8 contains 116963 members 
Mstep: Class 9 contains 16657 members 
Mstep: Class 10 contains 17662 members 
Mstep: Class 11 contains 38581 members 
Mstep: Class 12 contains 16315 members 
Mstep: Class 13 contains 26880 members 
Mstep: Class 14 contains 11881 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 9467 members 
Mstep: Class 18 contains 42822 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6439 members 
Mstep: Class 21 contains 5511 members 
Mstep: Class 22 contains 26647 members 
Mstep: Class 23 contains 23214 members 
Mstep: Class 24 contains 119676 members 
Mstep: Class 25 contains 5314 members 
Mstep: Class 27 contains 4554 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 984 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33962 members 
Mstep: Class 32 contains 83164 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 6222 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 37 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108952904.000000 Penalty: 77880.085938
Iteration 214Q: 36 clusters Score -1.089529e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 136440 members 
Mstep: Class 3 contains 6755 members 
Mstep: Class 4 contains 37232 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 47371 members 
Mstep: Class 7 contains 18195 members 
Mstep: Class 8 contains 116972 members 
Mstep: Class 9 contains 16582 members 
Mstep: Class 10 contains 17355 members 
Mstep: Class 11 contains 38582 members 
Mstep: Class 12 contains 16315 members 
Mstep: Class 13 contains 26886 members 
Mstep: Class 14 contains 11851 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 9448 members 
Mstep: Class 18 contains 42804 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6439 members 
Mstep: Class 21 contains 5502 members 
Mstep: Class 22 contains 26640 members 
Mstep: Class 23 contains 23216 members 
Mstep: Class 24 contains 119638 members 
Mstep: Class 25 contains 5304 members 
Mstep: Class 27 contains 4553 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 985 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33964 members 
Mstep: Class 32 contains 83165 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 6224 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108953072.000000 Penalty: 77880.085938
Iteration 215Q: 36 clusters Score -1.089531e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 136414 members 
Mstep: Class 3 contains 6723 members 
Mstep: Class 4 contains 37189 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 48041 members 
Mstep: Class 7 contains 18205 members 
Mstep: Class 8 contains 116988 members 
Mstep: Class 9 contains 16507 members 
Mstep: Class 10 contains 16998 members 
Mstep: Class 11 contains 38581 members 
Mstep: Class 12 contains 16315 members 
Mstep: Class 13 contains 26887 members 
Mstep: Class 14 contains 11805 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 7015 members 
Mstep: Class 17 contains 9430 members 
Mstep: Class 18 contains 42793 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6439 members 
Mstep: Class 21 contains 5485 members 
Mstep: Class 22 contains 26632 members 
Mstep: Class 23 contains 23216 members 
Mstep: Class 24 contains 119581 members 
Mstep: Class 25 contains 5299 members 
Mstep: Class 27 contains 4554 members 
Mstep: Class 28 contains 4156 members 
Mstep: Class 29 contains 986 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33967 members 
Mstep: Class 32 contains 83154 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 6229 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108953184.000000 Penalty: 77880.085938
Iteration 216Q: 36 clusters Score -1.089532e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 136383 members 
Mstep: Class 3 contains 6696 members 
Mstep: Class 4 contains 37153 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 48663 members 
Mstep: Class 7 contains 18208 members 
Mstep: Class 8 contains 117016 members 
Mstep: Class 9 contains 16426 members 
Mstep: Class 10 contains 16670 members 
Mstep: Class 11 contains 38576 members 
Mstep: Class 12 contains 16314 members 
Mstep: Class 13 contains 26887 members 
Mstep: Class 14 contains 11770 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 9424 members 
Mstep: Class 18 contains 42761 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6439 members 
Mstep: Class 21 contains 5476 members 
Mstep: Class 22 contains 26622 members 
Mstep: Class 23 contains 23217 members 
Mstep: Class 24 contains 119531 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 27 contains 4553 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 987 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33967 members 
Mstep: Class 32 contains 83152 members 
Mstep: Class 33 contains 3545 members 
Mstep: Class 34 contains 6229 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108953256.000000 Penalty: 77880.085938
Iteration 217Q: 36 clusters Score -1.089533e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 136357 members 
Mstep: Class 3 contains 6660 members 
Mstep: Class 4 contains 37143 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 49286 members 
Mstep: Class 7 contains 18209 members 
Mstep: Class 8 contains 117042 members 
Mstep: Class 9 contains 16331 members 
Mstep: Class 10 contains 16359 members 
Mstep: Class 11 contains 38567 members 
Mstep: Class 12 contains 16312 members 
Mstep: Class 13 contains 26898 members 
Mstep: Class 14 contains 11720 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7013 members 
Mstep: Class 17 contains 9401 members 
Mstep: Class 18 contains 42745 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6438 members 
Mstep: Class 21 contains 5473 members 
Mstep: Class 22 contains 26607 members 
Mstep: Class 23 contains 23222 members 
Mstep: Class 24 contains 119473 members 
Mstep: Class 25 contains 5292 members 
Mstep: Class 27 contains 4553 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 987 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33965 members 
Mstep: Class 32 contains 83148 members 
Mstep: Class 33 contains 3545 members 
Mstep: Class 34 contains 6232 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108953520.000000 Penalty: 77880.085938
Iteration 218Q: 36 clusters Score -1.089535e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 136312 members 
Mstep: Class 3 contains 6610 members 
Mstep: Class 4 contains 37123 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 49939 members 
Mstep: Class 7 contains 18212 members 
Mstep: Class 8 contains 117045 members 
Mstep: Class 9 contains 16215 members 
Mstep: Class 10 contains 16076 members 
Mstep: Class 11 contains 38555 members 
Mstep: Class 12 contains 16309 members 
Mstep: Class 13 contains 26904 members 
Mstep: Class 14 contains 11682 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7013 members 
Mstep: Class 17 contains 9378 members 
Mstep: Class 18 contains 42726 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5468 members 
Mstep: Class 22 contains 26597 members 
Mstep: Class 23 contains 23229 members 
Mstep: Class 24 contains 119429 members 
Mstep: Class 25 contains 5290 members 
Mstep: Class 27 contains 4553 members 
Mstep: Class 28 contains 4156 members 
Mstep: Class 29 contains 987 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33965 members 
Mstep: Class 32 contains 83144 members 
Mstep: Class 33 contains 3546 members 
Mstep: Class 34 contains 6234 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108954000.000000 Penalty: 77880.085938
Iteration 219Q: 36 clusters Score -1.08954e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 136289 members 
Mstep: Class 3 contains 6560 members 
Mstep: Class 4 contains 37117 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 50586 members 
Mstep: Class 7 contains 18214 members 
Mstep: Class 8 contains 117063 members 
Mstep: Class 9 contains 16096 members 
Mstep: Class 10 contains 15793 members 
Mstep: Class 11 contains 38541 members 
Mstep: Class 12 contains 16303 members 
Mstep: Class 13 contains 26909 members 
Mstep: Class 14 contains 11638 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7012 members 
Mstep: Class 17 contains 9360 members 
Mstep: Class 18 contains 42694 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5452 members 
Mstep: Class 22 contains 26583 members 
Mstep: Class 23 contains 23230 members 
Mstep: Class 24 contains 119380 members 
Mstep: Class 25 contains 5289 members 
Mstep: Class 27 contains 4553 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 987 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33959 members 
Mstep: Class 32 contains 83144 members 
Mstep: Class 33 contains 3547 members 
Mstep: Class 34 contains 6238 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108954440.000000 Penalty: 77880.085938
Iteration 220F: 36 clusters Score -1.089544e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 136270 members 
Mstep: Class 3 contains 6514 members 
Mstep: Class 4 contains 37107 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 51193 members 
Mstep: Class 7 contains 18218 members 
Mstep: Class 8 contains 117078 members 
Mstep: Class 9 contains 15989 members 
Mstep: Class 10 contains 15531 members 
Mstep: Class 11 contains 38524 members 
Mstep: Class 12 contains 16300 members 
Mstep: Class 13 contains 26904 members 
Mstep: Class 14 contains 11609 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7012 members 
Mstep: Class 17 contains 9347 members 
Mstep: Class 18 contains 42646 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5445 members 
Mstep: Class 22 contains 26564 members 
Mstep: Class 23 contains 23234 members 
Mstep: Class 24 contains 119338 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 27 contains 4551 members 
Mstep: Class 28 contains 4161 members 
Mstep: Class 29 contains 987 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33946 members 
Mstep: Class 32 contains 83148 members 
Mstep: Class 33 contains 3548 members 
Mstep: Class 34 contains 6246 members 
Mstep: Class 35 contains 5280 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108954608.000000 Penalty: 77880.085938
Iteration 221Q: 36 clusters Score -1.089546e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 136272 members 
Mstep: Class 3 contains 6460 members 
Mstep: Class 4 contains 37080 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 51801 members 
Mstep: Class 7 contains 18221 members 
Mstep: Class 8 contains 117088 members 
Mstep: Class 9 contains 15875 members 
Mstep: Class 10 contains 15297 members 
Mstep: Class 11 contains 38509 members 
Mstep: Class 12 contains 16300 members 
Mstep: Class 13 contains 26903 members 
Mstep: Class 14 contains 11580 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7013 members 
Mstep: Class 17 contains 9333 members 
Mstep: Class 18 contains 42609 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5437 members 
Mstep: Class 22 contains 26547 members 
Mstep: Class 23 contains 23238 members 
Mstep: Class 24 contains 119266 members 
Mstep: Class 25 contains 5287 members 
Mstep: Class 27 contains 4552 members 
Mstep: Class 28 contains 4159 members 
Mstep: Class 29 contains 988 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 33938 members 
Mstep: Class 32 contains 83146 members 
Mstep: Class 33 contains 3550 members 
Mstep: Class 34 contains 6249 members 
Mstep: Class 35 contains 5280 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108954800.000000 Penalty: 77880.085938
Iteration 222Q: 36 clusters Score -1.089548e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 136248 members 
Mstep: Class 3 contains 6427 members 
Mstep: Class 4 contains 37054 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 52358 members 
Mstep: Class 7 contains 18230 members 
Mstep: Class 8 contains 117110 members 
Mstep: Class 9 contains 15750 members 
Mstep: Class 10 contains 15060 members 
Mstep: Class 11 contains 38498 members 
Mstep: Class 12 contains 16298 members 
Mstep: Class 13 contains 26894 members 
Mstep: Class 14 contains 11549 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7012 members 
Mstep: Class 17 contains 9327 members 
Mstep: Class 18 contains 42594 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 5427 members 
Mstep: Class 22 contains 26537 members 
Mstep: Class 23 contains 23240 members 
Mstep: Class 24 contains 119213 members 
Mstep: Class 25 contains 5284 members 
Mstep: Class 27 contains 4553 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33937 members 
Mstep: Class 32 contains 83140 members 
Mstep: Class 33 contains 3551 members 
Mstep: Class 34 contains 6259 members 
Mstep: Class 35 contains 5280 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108954880.000000 Penalty: 77880.085938
Iteration 223Q: 36 clusters Score -1.089549e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 136225 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 37033 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 52904 members 
Mstep: Class 7 contains 18238 members 
Mstep: Class 8 contains 117128 members 
Mstep: Class 9 contains 15623 members 
Mstep: Class 10 contains 14820 members 
Mstep: Class 11 contains 38490 members 
Mstep: Class 12 contains 16293 members 
Mstep: Class 13 contains 26894 members 
Mstep: Class 14 contains 11519 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7010 members 
Mstep: Class 17 contains 9324 members 
Mstep: Class 18 contains 42585 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5418 members 
Mstep: Class 22 contains 26522 members 
Mstep: Class 23 contains 23243 members 
Mstep: Class 24 contains 119155 members 
Mstep: Class 25 contains 5279 members 
Mstep: Class 27 contains 4552 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 991 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33937 members 
Mstep: Class 32 contains 83136 members 
Mstep: Class 33 contains 3552 members 
Mstep: Class 34 contains 6268 members 
Mstep: Class 35 contains 5280 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955120.000000 Penalty: 77880.085938
Iteration 224Q: 36 clusters Score -1.089551e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 136235 members 
Mstep: Class 3 contains 6376 members 
Mstep: Class 4 contains 36997 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 53435 members 
Mstep: Class 7 contains 18249 members 
Mstep: Class 8 contains 117123 members 
Mstep: Class 9 contains 15504 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 38481 members 
Mstep: Class 12 contains 16285 members 
Mstep: Class 13 contains 26895 members 
Mstep: Class 14 contains 11486 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7010 members 
Mstep: Class 17 contains 9318 members 
Mstep: Class 18 contains 42572 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 26506 members 
Mstep: Class 23 contains 23250 members 
Mstep: Class 24 contains 119098 members 
Mstep: Class 25 contains 5277 members 
Mstep: Class 27 contains 4547 members 
Mstep: Class 28 contains 4156 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 83135 members 
Mstep: Class 33 contains 3551 members 
Mstep: Class 34 contains 6274 members 
Mstep: Class 35 contains 5280 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955280.000000 Penalty: 77880.085938
Iteration 225Q: 36 clusters Score -1.089553e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 136242 members 
Mstep: Class 3 contains 6339 members 
Mstep: Class 4 contains 36974 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 53948 members 
Mstep: Class 7 contains 18253 members 
Mstep: Class 8 contains 117111 members 
Mstep: Class 9 contains 15382 members 
Mstep: Class 10 contains 14372 members 
Mstep: Class 11 contains 38484 members 
Mstep: Class 12 contains 16285 members 
Mstep: Class 13 contains 26887 members 
Mstep: Class 14 contains 11463 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7010 members 
Mstep: Class 17 contains 9312 members 
Mstep: Class 18 contains 42568 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 26491 members 
Mstep: Class 23 contains 23250 members 
Mstep: Class 24 contains 119058 members 
Mstep: Class 25 contains 5272 members 
Mstep: Class 27 contains 4539 members 
Mstep: Class 28 contains 4153 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33947 members 
Mstep: Class 32 contains 83131 members 
Mstep: Class 33 contains 3551 members 
Mstep: Class 34 contains 6279 members 
Mstep: Class 35 contains 5280 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955400.000000 Penalty: 77880.085938
Iteration 226Q: 36 clusters Score -1.089554e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 136239 members 
Mstep: Class 3 contains 6294 members 
Mstep: Class 4 contains 36934 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 54430 members 
Mstep: Class 7 contains 18256 members 
Mstep: Class 8 contains 117118 members 
Mstep: Class 9 contains 15274 members 
Mstep: Class 10 contains 14171 members 
Mstep: Class 11 contains 38480 members 
Mstep: Class 12 contains 16284 members 
Mstep: Class 13 contains 26892 members 
Mstep: Class 14 contains 11452 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7008 members 
Mstep: Class 17 contains 9301 members 
Mstep: Class 18 contains 42566 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6435 members 
Mstep: Class 21 contains 5403 members 
Mstep: Class 22 contains 26476 members 
Mstep: Class 23 contains 23257 members 
Mstep: Class 24 contains 119006 members 
Mstep: Class 25 contains 5274 members 
Mstep: Class 27 contains 4536 members 
Mstep: Class 28 contains 4151 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33944 members 
Mstep: Class 32 contains 83122 members 
Mstep: Class 33 contains 3551 members 
Mstep: Class 34 contains 6286 members 
Mstep: Class 35 contains 5280 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955568.000000 Penalty: 77880.085938
Iteration 227Q: 36 clusters Score -1.089556e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 136241 members 
Mstep: Class 3 contains 6238 members 
Mstep: Class 4 contains 36908 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 54899 members 
Mstep: Class 7 contains 18254 members 
Mstep: Class 8 contains 117123 members 
Mstep: Class 9 contains 15166 members 
Mstep: Class 10 contains 13981 members 
Mstep: Class 11 contains 38481 members 
Mstep: Class 12 contains 16289 members 
Mstep: Class 13 contains 26894 members 
Mstep: Class 14 contains 11441 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7006 members 
Mstep: Class 17 contains 9292 members 
Mstep: Class 18 contains 42556 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6435 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 26464 members 
Mstep: Class 23 contains 23262 members 
Mstep: Class 24 contains 118957 members 
Mstep: Class 25 contains 5269 members 
Mstep: Class 27 contains 4535 members 
Mstep: Class 28 contains 4149 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33943 members 
Mstep: Class 32 contains 83112 members 
Mstep: Class 33 contains 3551 members 
Mstep: Class 34 contains 6292 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955608.000000 Penalty: 77880.085938
Iteration 228Q: 36 clusters Score -1.089556e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 136251 members 
Mstep: Class 3 contains 6195 members 
Mstep: Class 4 contains 36880 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 55359 members 
Mstep: Class 7 contains 18254 members 
Mstep: Class 8 contains 117126 members 
Mstep: Class 9 contains 15061 members 
Mstep: Class 10 contains 13817 members 
Mstep: Class 11 contains 38483 members 
Mstep: Class 12 contains 16286 members 
Mstep: Class 13 contains 26889 members 
Mstep: Class 14 contains 11419 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7005 members 
Mstep: Class 17 contains 9279 members 
Mstep: Class 18 contains 42533 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6434 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 26448 members 
Mstep: Class 23 contains 23267 members 
Mstep: Class 24 contains 118921 members 
Mstep: Class 25 contains 5267 members 
Mstep: Class 27 contains 4535 members 
Mstep: Class 28 contains 4146 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33942 members 
Mstep: Class 32 contains 83095 members 
Mstep: Class 33 contains 3551 members 
Mstep: Class 34 contains 6298 members 
Mstep: Class 35 contains 5280 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955448.000000 Penalty: 77880.085938
Iteration 229Q: 36 clusters Score -1.089554e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 136252 members 
Mstep: Class 3 contains 6144 members 
Mstep: Class 4 contains 36851 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 55800 members 
Mstep: Class 7 contains 18259 members 
Mstep: Class 8 contains 117132 members 
Mstep: Class 9 contains 14969 members 
Mstep: Class 10 contains 13634 members 
Mstep: Class 11 contains 38478 members 
Mstep: Class 12 contains 16287 members 
Mstep: Class 13 contains 26888 members 
Mstep: Class 14 contains 11395 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 17 contains 9272 members 
Mstep: Class 18 contains 42523 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6431 members 
Mstep: Class 21 contains 5396 members 
Mstep: Class 22 contains 26437 members 
Mstep: Class 23 contains 23276 members 
Mstep: Class 24 contains 118887 members 
Mstep: Class 25 contains 5273 members 
Mstep: Class 27 contains 4534 members 
Mstep: Class 28 contains 4142 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33946 members 
Mstep: Class 32 contains 83085 members 
Mstep: Class 33 contains 3551 members 
Mstep: Class 34 contains 6297 members 
Mstep: Class 35 contains 5280 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955648.000000 Penalty: 77880.085938
Iteration 230Q: 36 clusters Score -1.089556e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 136245 members 
Mstep: Class 3 contains 6085 members 
Mstep: Class 4 contains 36817 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 56235 members 
Mstep: Class 7 contains 18266 members 
Mstep: Class 8 contains 117127 members 
Mstep: Class 9 contains 14889 members 
Mstep: Class 10 contains 13462 members 
Mstep: Class 11 contains 38473 members 
Mstep: Class 12 contains 16286 members 
Mstep: Class 13 contains 26886 members 
Mstep: Class 14 contains 11371 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 9267 members 
Mstep: Class 18 contains 42513 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6429 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 26424 members 
Mstep: Class 23 contains 23283 members 
Mstep: Class 24 contains 118872 members 
Mstep: Class 25 contains 5274 members 
Mstep: Class 27 contains 4532 members 
Mstep: Class 28 contains 4141 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33944 members 
Mstep: Class 32 contains 83075 members 
Mstep: Class 33 contains 3551 members 
Mstep: Class 34 contains 6296 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955736.000000 Penalty: 77880.085938
Iteration 231Q: 36 clusters Score -1.089557e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 136249 members 
Mstep: Class 3 contains 6024 members 
Mstep: Class 4 contains 36787 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 56658 members 
Mstep: Class 7 contains 18272 members 
Mstep: Class 8 contains 117126 members 
Mstep: Class 9 contains 14794 members 
Mstep: Class 10 contains 13278 members 
Mstep: Class 11 contains 38463 members 
Mstep: Class 12 contains 16284 members 
Mstep: Class 13 contains 26884 members 
Mstep: Class 14 contains 11357 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 17 contains 9267 members 
Mstep: Class 18 contains 42510 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6428 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 26411 members 
Mstep: Class 23 contains 23285 members 
Mstep: Class 24 contains 118842 members 
Mstep: Class 25 contains 5278 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4142 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33948 members 
Mstep: Class 32 contains 83068 members 
Mstep: Class 33 contains 3551 members 
Mstep: Class 34 contains 6301 members 
Mstep: Class 35 contains 5283 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955784.000000 Penalty: 77880.085938
Iteration 232Q: 36 clusters Score -1.089558e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 136257 members 
Mstep: Class 3 contains 5981 members 
Mstep: Class 4 contains 36753 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 57036 members 
Mstep: Class 7 contains 18274 members 
Mstep: Class 8 contains 117144 members 
Mstep: Class 9 contains 14701 members 
Mstep: Class 10 contains 13109 members 
Mstep: Class 11 contains 38452 members 
Mstep: Class 12 contains 16281 members 
Mstep: Class 13 contains 26885 members 
Mstep: Class 14 contains 11348 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 17 contains 9272 members 
Mstep: Class 18 contains 42493 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5398 members 
Mstep: Class 22 contains 26399 members 
Mstep: Class 23 contains 23285 members 
Mstep: Class 24 contains 118810 members 
Mstep: Class 25 contains 5281 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4139 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33962 members 
Mstep: Class 32 contains 83062 members 
Mstep: Class 33 contains 3552 members 
Mstep: Class 34 contains 6304 members 
Mstep: Class 35 contains 5283 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955784.000000 Penalty: 77880.085938
Iteration 233Q: 36 clusters Score -1.089558e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 136259 members 
Mstep: Class 3 contains 5936 members 
Mstep: Class 4 contains 36727 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 57439 members 
Mstep: Class 7 contains 18281 members 
Mstep: Class 8 contains 117149 members 
Mstep: Class 9 contains 14599 members 
Mstep: Class 10 contains 12947 members 
Mstep: Class 11 contains 38440 members 
Mstep: Class 12 contains 16274 members 
Mstep: Class 13 contains 26887 members 
Mstep: Class 14 contains 11344 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 17 contains 9270 members 
Mstep: Class 18 contains 42487 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 26389 members 
Mstep: Class 23 contains 23287 members 
Mstep: Class 24 contains 118769 members 
Mstep: Class 25 contains 5283 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4138 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33972 members 
Mstep: Class 32 contains 83047 members 
Mstep: Class 33 contains 3553 members 
Mstep: Class 34 contains 6309 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108955968.000000 Penalty: 77880.085938
Iteration 234Q: 36 clusters Score -1.08956e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 136268 members 
Mstep: Class 3 contains 5892 members 
Mstep: Class 4 contains 36694 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 57840 members 
Mstep: Class 7 contains 18289 members 
Mstep: Class 8 contains 117149 members 
Mstep: Class 9 contains 14505 members 
Mstep: Class 10 contains 12791 members 
Mstep: Class 11 contains 38437 members 
Mstep: Class 12 contains 16273 members 
Mstep: Class 13 contains 26900 members 
Mstep: Class 14 contains 11329 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 42471 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5389 members 
Mstep: Class 22 contains 26372 members 
Mstep: Class 23 contains 23288 members 
Mstep: Class 24 contains 118736 members 
Mstep: Class 25 contains 5282 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4135 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33976 members 
Mstep: Class 32 contains 83027 members 
Mstep: Class 33 contains 3553 members 
Mstep: Class 34 contains 6313 members 
Mstep: Class 35 contains 5280 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956256.000000 Penalty: 77880.085938
Iteration 235Q: 36 clusters Score -1.089563e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 136280 members 
Mstep: Class 3 contains 5858 members 
Mstep: Class 4 contains 36662 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 58188 members 
Mstep: Class 7 contains 18289 members 
Mstep: Class 8 contains 117144 members 
Mstep: Class 9 contains 14415 members 
Mstep: Class 10 contains 12644 members 
Mstep: Class 11 contains 38433 members 
Mstep: Class 12 contains 16267 members 
Mstep: Class 13 contains 26909 members 
Mstep: Class 14 contains 11316 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 17 contains 9270 members 
Mstep: Class 18 contains 42476 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5393 members 
Mstep: Class 22 contains 26358 members 
Mstep: Class 23 contains 23291 members 
Mstep: Class 24 contains 118701 members 
Mstep: Class 25 contains 5284 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4134 members 
Mstep: Class 29 contains 994 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33979 members 
Mstep: Class 32 contains 83020 members 
Mstep: Class 33 contains 3553 members 
Mstep: Class 34 contains 6318 members 
Mstep: Class 35 contains 5279 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956320.000000 Penalty: 77880.085938
Iteration 236Q: 36 clusters Score -1.089563e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 136307 members 
Mstep: Class 3 contains 5825 members 
Mstep: Class 4 contains 36634 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 58510 members 
Mstep: Class 7 contains 18295 members 
Mstep: Class 8 contains 117135 members 
Mstep: Class 9 contains 14330 members 
Mstep: Class 10 contains 12503 members 
Mstep: Class 11 contains 38429 members 
Mstep: Class 12 contains 16267 members 
Mstep: Class 13 contains 26912 members 
Mstep: Class 14 contains 11310 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 17 contains 9266 members 
Mstep: Class 18 contains 42474 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 26341 members 
Mstep: Class 23 contains 23297 members 
Mstep: Class 24 contains 118668 members 
Mstep: Class 25 contains 5283 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4133 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33983 members 
Mstep: Class 32 contains 83013 members 
Mstep: Class 33 contains 3554 members 
Mstep: Class 34 contains 6317 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956288.000000 Penalty: 77880.085938
Iteration 237Q: 36 clusters Score -1.089563e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 136334 members 
Mstep: Class 3 contains 5803 members 
Mstep: Class 4 contains 36606 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 58825 members 
Mstep: Class 7 contains 18298 members 
Mstep: Class 8 contains 117122 members 
Mstep: Class 9 contains 14260 members 
Mstep: Class 10 contains 12377 members 
Mstep: Class 11 contains 38424 members 
Mstep: Class 12 contains 16269 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11302 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 17 contains 9260 members 
Mstep: Class 18 contains 42463 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5389 members 
Mstep: Class 22 contains 26322 members 
Mstep: Class 23 contains 23305 members 
Mstep: Class 24 contains 118631 members 
Mstep: Class 25 contains 5285 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4134 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33981 members 
Mstep: Class 32 contains 83005 members 
Mstep: Class 33 contains 3554 members 
Mstep: Class 34 contains 6321 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956072.000000 Penalty: 77880.085938
Iteration 238Q: 36 clusters Score -1.089561e+08 nChanged 741
Entering ConstructFrom: 
Score: -108956072.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (4049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Entering Unmasked Estep 
Score: -511565.625000 Penalty: 1349.761475
	Iteration 0F: 2 clusters Score -511565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -508185.718750 Penalty: 2699.522949
	Iteration 0F: 3 clusters Score -508185.7 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -509085.500000 Penalty: 2699.522949
	Iteration 1F: 3 clusters Score -509085.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -509264.062500 Penalty: 2699.522949
	Iteration 2F: 3 clusters Score -509264.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -509398.718750 Penalty: 2699.522949
	Iteration 3F: 3 clusters Score -509398.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -509502.343750 Penalty: 2699.522949
	Iteration 4Q: 3 clusters Score -509502.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -509579.781250 Penalty: 2699.522949
	Iteration 5Q: 3 clusters Score -509579.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -509656.375000 Penalty: 2699.522949
	Iteration 6Q: 3 clusters Score -509656.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -509738.031250 Penalty: 2699.522949
	Iteration 7Q: 3 clusters Score -509738 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -509811.437500 Penalty: 2699.522949
	Iteration 8Q: 3 clusters Score -509811.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -509895.656250 Penalty: 2699.522949
	Iteration 9Q: 3 clusters Score -509895.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -509970.406250 Penalty: 2699.522949
	Iteration 10Q: 3 clusters Score -509970.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -510027.218750 Penalty: 2699.522949
	Iteration 11Q: 3 clusters Score -510027.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -510069.281250 Penalty: 2699.522949
	Iteration 12Q: 3 clusters Score -510069.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -510122.218750 Penalty: 2699.522949
	Iteration 13Q: 3 clusters Score -510122.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -510181.093750 Penalty: 2699.522949
	Iteration 14Q: 3 clusters Score -510181.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -510230.625000 Penalty: 2699.522949
	Iteration 15Q: 3 clusters Score -510230.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -510277.906250 Penalty: 2699.522949
	Iteration 16Q: 3 clusters Score -510277.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -510321.312500 Penalty: 2699.522949
	Iteration 17Q: 3 clusters Score -510321.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -510348.687500 Penalty: 2699.522949
	Iteration 18Q: 3 clusters Score -510348.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -510369.125000 Penalty: 2699.522949
	Iteration 19Q: 3 clusters Score -510369.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -510387.156250 Penalty: 2699.522949
	Iteration 20F: 3 clusters Score -510387.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -510409.312500 Penalty: 2699.522949
	Iteration 21Q: 3 clusters Score -510409.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -510424.906250 Penalty: 2699.522949
	Iteration 22Q: 3 clusters Score -510424.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -510436.968750 Penalty: 2699.522949
	Iteration 23Q: 3 clusters Score -510437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -510447.062500 Penalty: 2699.522949
	Iteration 24Q: 3 clusters Score -510447.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -510456.531250 Penalty: 2699.522949
	Iteration 25Q: 3 clusters Score -510456.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -510463.687500 Penalty: 2699.522949
	Iteration 26Q: 3 clusters Score -510463.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -510469.156250 Penalty: 2699.522949
	Iteration 27Q: 3 clusters Score -510469.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -510476.718750 Penalty: 2699.522949
	Iteration 28Q: 3 clusters Score -510476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -510481.468750 Penalty: 2699.522949
	Iteration 29Q: 3 clusters Score -510481.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -510483.312500 Penalty: 2699.522949
	Iteration 30Q: 3 clusters Score -510483.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -510485.843750 Penalty: 2699.522949
	Iteration 31Q: 3 clusters Score -510485.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -510487.687500 Penalty: 2699.522949
	Iteration 32Q: 3 clusters Score -510487.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -510488.562500 Penalty: 2699.522949
	Iteration 33Q: 3 clusters Score -510488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -510489.625000 Penalty: 2699.522949
	Iteration 34Q: 3 clusters Score -510489.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -510490.312500 Penalty: 2699.522949
	Iteration 35Q: 3 clusters Score -510490.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -510491.843750 Penalty: 2699.522949
	Iteration 36Q: 3 clusters Score -510491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -510491.437500 Penalty: 2699.522949
	Iteration 37Q: 3 clusters Score -510491.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -510492.812500 Penalty: 2699.522949
	Iteration 38Q: 3 clusters Score -510492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -510493.937500 Penalty: 2699.522949
	Iteration 39Q: 3 clusters Score -510493.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -510495.343750 Penalty: 2699.522949
	Iteration 40F: 3 clusters Score -510495.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -510499.406250 Penalty: 2699.522949
	Iteration 41Q: 3 clusters Score -510499.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -510505.687500 Penalty: 2699.522949
	Iteration 42Q: 3 clusters Score -510505.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -510509.312500 Penalty: 2699.522949
	Iteration 43Q: 3 clusters Score -510509.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -510512.625000 Penalty: 2699.522949
	Iteration 44Q: 3 clusters Score -510512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -510513.781250 Penalty: 2699.522949
	Iteration 45Q: 3 clusters Score -510513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -510517.875000 Penalty: 2699.522949
	Iteration 46Q: 3 clusters Score -510517.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -510522.375000 Penalty: 2699.522949
	Iteration 47Q: 3 clusters Score -510522.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -510524.125000 Penalty: 2699.522949
	Iteration 48Q: 3 clusters Score -510524.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -510526.000000 Penalty: 2699.522949
	Iteration 49Q: 3 clusters Score -510526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -510527.750000 Penalty: 2699.522949
	Iteration 50Q: 3 clusters Score -510527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -510529.812500 Penalty: 2699.522949
	Iteration 51Q: 3 clusters Score -510529.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -510531.000000 Penalty: 2699.522949
	Iteration 52Q: 3 clusters Score -510531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -510534.843750 Penalty: 2699.522949
	Iteration 53Q: 3 clusters Score -510534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -510536.625000 Penalty: 2699.522949
	Iteration 54Q: 3 clusters Score -510536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -510536.937500 Penalty: 2699.522949
	Iteration 55Q: 3 clusters Score -510536.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -510536.937500 Penalty: 2699.522949
	Iteration 56F: 3 clusters Score -510536.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (136355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136355 members 
Entering Unmasked Estep 
Score: -17310082.000000 Penalty: 1921.240234
	Iteration 0F: 2 clusters Score -1.731008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -17228062.000000 Penalty: 3842.480469
	Iteration 0F: 3 clusters Score -1.722806e+07 nChanged 65746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66156 members 
Mstep: Class 2 contains 70199 members 
Entering Unmasked Estep 
Score: -17265958.000000 Penalty: 3842.480469
	Iteration 1F: 3 clusters Score -1.726596e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -17266854.000000 Penalty: 3842.480469
	Iteration 2Q: 3 clusters Score -1.726685e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -17267924.000000 Penalty: 3842.480469
	Iteration 3Q: 3 clusters Score -1.726792e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 78575 members 
Entering Unmasked Estep 
Score: -17269856.000000 Penalty: 3842.480469
	Iteration 4Q: 3 clusters Score -1.726986e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 84461 members 
Entering Unmasked Estep 
Score: -17273116.000000 Penalty: 3842.480469
	Iteration 5F: 3 clusters Score -1.727312e+07 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 92407 members 
Entering Unmasked Estep 
Score: -17278532.000000 Penalty: 3842.480469
	Iteration 6F: 3 clusters Score -1.727853e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 101912 members 
Entering Unmasked Estep 
Score: -17285740.000000 Penalty: 3842.480469
	Iteration 7F: 3 clusters Score -1.728574e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 111571 members 
Entering Unmasked Estep 
Score: -17294962.000000 Penalty: 3842.480469
	Iteration 8F: 3 clusters Score -1.729496e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
Score: -17302296.000000 Penalty: 3842.480469
	Iteration 9F: 3 clusters Score -1.73023e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 126742 members 
Entering Unmasked Estep 
Score: -17305664.000000 Penalty: 3842.480469
	Iteration 10F: 3 clusters Score -1.730566e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 130805 members 
Entering Unmasked Estep 
Score: -17307536.000000 Penalty: 3842.480469
	Iteration 11Q: 3 clusters Score -1.730754e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 133067 members 
Entering Unmasked Estep 
Score: -17308130.000000 Penalty: 3842.480469
	Iteration 12Q: 3 clusters Score -1.730813e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 134214 members 
Entering Unmasked Estep 
Score: -17308376.000000 Penalty: 3842.480469
	Iteration 13Q: 3 clusters Score -1.730838e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 134789 members 
Entering Unmasked Estep 
Score: -17308430.000000 Penalty: 3842.480469
	Iteration 14Q: 3 clusters Score -1.730843e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 135087 members 
Entering Unmasked Estep 
Score: -17308530.000000 Penalty: 3842.480469
	Iteration 15Q: 3 clusters Score -1.730853e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 135284 members 
Entering Unmasked Estep 
Score: -17308574.000000 Penalty: 3842.480469
	Iteration 16Q: 3 clusters Score -1.730857e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 135399 members 
Entering Unmasked Estep 
Score: -17308580.000000 Penalty: 3842.480469
	Iteration 17Q: 3 clusters Score -1.730858e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 135465 members 
Entering Unmasked Estep 
Score: -17308604.000000 Penalty: 3842.480469
	Iteration 18Q: 3 clusters Score -1.73086e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 135515 members 
Entering Unmasked Estep 
Score: -17308650.000000 Penalty: 3842.480469
	Iteration 19Q: 3 clusters Score -1.730865e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 135545 members 
Entering Unmasked Estep 
Score: -17308652.000000 Penalty: 3842.480469
	Iteration 20F: 3 clusters Score -1.730865e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 135578 members 
Entering Unmasked Estep 
Score: -17308670.000000 Penalty: 3842.480469
	Iteration 21Q: 3 clusters Score -1.730867e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 135598 members 
Entering Unmasked Estep 
Score: -17308686.000000 Penalty: 3842.480469
	Iteration 22Q: 3 clusters Score -1.730869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 135612 members 
Entering Unmasked Estep 
Score: -17308692.000000 Penalty: 3842.480469
	Iteration 23Q: 3 clusters Score -1.730869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 135621 members 
Entering Unmasked Estep 
Score: -17308702.000000 Penalty: 3842.480469
	Iteration 24Q: 3 clusters Score -1.73087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 135626 members 
Entering Unmasked Estep 
Score: -17308712.000000 Penalty: 3842.480469
	Iteration 25Q: 3 clusters Score -1.730871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 135633 members 
Entering Unmasked Estep 
Score: -17308706.000000 Penalty: 3842.480469
	Iteration 26Q: 3 clusters Score -1.730871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 135645 members 
Entering Unmasked Estep 
Score: -17308716.000000 Penalty: 3842.480469
	Iteration 27Q: 3 clusters Score -1.730872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 135650 members 
Entering Unmasked Estep 
Score: -17308718.000000 Penalty: 3842.480469
	Iteration 28Q: 3 clusters Score -1.730872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 135654 members 
Entering Unmasked Estep 
Score: -17308716.000000 Penalty: 3842.480469
	Iteration 29Q: 3 clusters Score -1.730872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 135656 members 
Entering Unmasked Estep 
Score: -17308720.000000 Penalty: 3842.480469
	Iteration 30Q: 3 clusters Score -1.730872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 135656 members 
Entering Unmasked Estep 
Score: -17308724.000000 Penalty: 3842.480469
	Iteration 31Q: 3 clusters Score -1.730872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 135659 members 
Entering Unmasked Estep 
Score: -17308716.000000 Penalty: 3842.480469
	Iteration 32Q: 3 clusters Score -1.730872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 135663 members 
Entering Unmasked Estep 
Score: -17308712.000000 Penalty: 3842.480469
	Iteration 33Q: 3 clusters Score -1.730871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 135666 members 
Entering Unmasked Estep 
Score: -17308704.000000 Penalty: 3842.480469
	Iteration 34Q: 3 clusters Score -1.73087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 135672 members 
Entering Unmasked Estep 
Score: -17308712.000000 Penalty: 3842.480469
	Iteration 35Q: 3 clusters Score -1.730871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 135674 members 
Entering Unmasked Estep 
Score: -17308720.000000 Penalty: 3842.480469
	Iteration 36Q: 3 clusters Score -1.730872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 135675 members 
Entering Unmasked Estep 
Score: -17308728.000000 Penalty: 3842.480469
	Iteration 37Q: 3 clusters Score -1.730873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 135678 members 
Entering Unmasked Estep 
Score: -17308726.000000 Penalty: 3842.480469
	Iteration 38Q: 3 clusters Score -1.730873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 135680 members 
Entering Unmasked Estep 
Score: -17308724.000000 Penalty: 3842.480469
	Iteration 39Q: 3 clusters Score -1.730872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 135681 members 
Entering Unmasked Estep 
Score: -17308726.000000 Penalty: 3842.480469
	Iteration 40F: 3 clusters Score -1.730873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 135680 members 
Entering Unmasked Estep 
Score: -17308734.000000 Penalty: 3842.480469
	Iteration 41Q: 3 clusters Score -1.730873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 135680 members 
Entering Unmasked Estep 
Score: -17308734.000000 Penalty: 3842.480469
	Iteration 42F: 3 clusters Score -1.730873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Entering Unmasked Estep 
Score: -628155.062500 Penalty: 1407.234985
	Iteration 0F: 2 clusters Score -628155.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -623769.562500 Penalty: 2814.469971
	Iteration 0F: 3 clusters Score -623769.6 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -625772.250000 Penalty: 2814.469971
	Iteration 1F: 3 clusters Score -625772.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -626692.062500 Penalty: 2814.469971
	Iteration 2F: 3 clusters Score -626692.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -627262.937500 Penalty: 2814.469971
	Iteration 3F: 3 clusters Score -627262.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -627567.312500 Penalty: 2814.469971
	Iteration 4F: 3 clusters Score -627567.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -627761.125000 Penalty: 2814.469971
	Iteration 5Q: 3 clusters Score -627761.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -627867.125000 Penalty: 2814.469971
	Iteration 6Q: 3 clusters Score -627867.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -627944.687500 Penalty: 2814.469971
	Iteration 7Q: 3 clusters Score -627944.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -628006.875000 Penalty: 2814.469971
	Iteration 8Q: 3 clusters Score -628006.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -628046.062500 Penalty: 2814.469971
	Iteration 9Q: 3 clusters Score -628046.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -628082.000000 Penalty: 2814.469971
	Iteration 10Q: 3 clusters Score -628082 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -628111.187500 Penalty: 2814.469971
	Iteration 11Q: 3 clusters Score -628111.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -628136.875000 Penalty: 2814.469971
	Iteration 12Q: 3 clusters Score -628136.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -628158.000000 Penalty: 2814.469971
	Iteration 13Q: 3 clusters Score -628158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -628175.812500 Penalty: 2814.469971
	Iteration 14Q: 3 clusters Score -628175.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -628189.562500 Penalty: 2814.469971
	Iteration 15Q: 3 clusters Score -628189.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -628205.937500 Penalty: 2814.469971
	Iteration 16Q: 3 clusters Score -628205.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -628218.187500 Penalty: 2814.469971
	Iteration 17Q: 3 clusters Score -628218.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -628232.500000 Penalty: 2814.469971
	Iteration 18Q: 3 clusters Score -628232.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -628241.312500 Penalty: 2814.469971
	Iteration 19Q: 3 clusters Score -628241.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -628252.750000 Penalty: 2814.469971
	Iteration 20F: 3 clusters Score -628252.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -628264.437500 Penalty: 2814.469971
	Iteration 21Q: 3 clusters Score -628264.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -628272.812500 Penalty: 2814.469971
	Iteration 22Q: 3 clusters Score -628272.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -628281.875000 Penalty: 2814.469971
	Iteration 23Q: 3 clusters Score -628281.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -628293.187500 Penalty: 2814.469971
	Iteration 24Q: 3 clusters Score -628293.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -628302.375000 Penalty: 2814.469971
	Iteration 25Q: 3 clusters Score -628302.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -628307.625000 Penalty: 2814.469971
	Iteration 26Q: 3 clusters Score -628307.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -628315.687500 Penalty: 2814.469971
	Iteration 27Q: 3 clusters Score -628315.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -628326.562500 Penalty: 2814.469971
	Iteration 28Q: 3 clusters Score -628326.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -628333.937500 Penalty: 2814.469971
	Iteration 29Q: 3 clusters Score -628333.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -628345.000000 Penalty: 2814.469971
	Iteration 30Q: 3 clusters Score -628345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -628358.062500 Penalty: 2814.469971
	Iteration 31Q: 3 clusters Score -628358.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -628369.250000 Penalty: 2814.469971
	Iteration 32Q: 3 clusters Score -628369.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -628377.812500 Penalty: 2814.469971
	Iteration 33Q: 3 clusters Score -628377.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -628381.250000 Penalty: 2814.469971
	Iteration 34Q: 3 clusters Score -628381.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -628389.812500 Penalty: 2814.469971
	Iteration 35Q: 3 clusters Score -628389.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -628393.187500 Penalty: 2814.469971
	Iteration 36Q: 3 clusters Score -628393.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -628400.062500 Penalty: 2814.469971
	Iteration 37Q: 3 clusters Score -628400.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -628407.937500 Penalty: 2814.469971
	Iteration 38Q: 3 clusters Score -628407.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -628409.187500 Penalty: 2814.469971
	Iteration 39Q: 3 clusters Score -628409.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -628410.500000 Penalty: 2814.469971
	Iteration 40F: 3 clusters Score -628410.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -628412.312500 Penalty: 2814.469971
	Iteration 41Q: 3 clusters Score -628412.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -628413.812500 Penalty: 2814.469971
	Iteration 42Q: 3 clusters Score -628413.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -628415.812500 Penalty: 2814.469971
	Iteration 43Q: 3 clusters Score -628415.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -628421.687500 Penalty: 2814.469971
	Iteration 44Q: 3 clusters Score -628421.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -628427.062500 Penalty: 2814.469971
	Iteration 45Q: 3 clusters Score -628427.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -628433.625000 Penalty: 2814.469971
	Iteration 46Q: 3 clusters Score -628433.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -628435.562500 Penalty: 2814.469971
	Iteration 47Q: 3 clusters Score -628435.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -628436.562500 Penalty: 2814.469971
	Iteration 48Q: 3 clusters Score -628436.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -628438.625000 Penalty: 2814.469971
	Iteration 49Q: 3 clusters Score -628438.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -628438.687500 Penalty: 2814.469971
	Iteration 50Q: 3 clusters Score -628438.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -628437.937500 Penalty: 2814.469971
	Iteration 51Q: 3 clusters Score -628437.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -628439.187500 Penalty: 2814.469971
	Iteration 52Q: 3 clusters Score -628439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -628439.437500 Penalty: 2814.469971
	Iteration 53Q: 3 clusters Score -628439.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -628439.500000 Penalty: 2814.469971
	Iteration 54Q: 3 clusters Score -628439.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -628440.687500 Penalty: 2814.469971
	Iteration 55Q: 3 clusters Score -628440.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -628440.000000 Penalty: 2814.469971
	Iteration 56Q: 3 clusters Score -628440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -628440.625000 Penalty: 2814.469971
	Iteration 57Q: 3 clusters Score -628440.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -628440.625000 Penalty: 2814.469971
	Iteration 58F: 3 clusters Score -628440.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 136355 members 
Mstep: Class 3 contains 3179 members 
Mstep: Class 4 contains 36578 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 59150 members 
Mstep: Class 7 contains 18302 members 
Mstep: Class 8 contains 117114 members 
Mstep: Class 9 contains 14180 members 
Mstep: Class 10 contains 12271 members 
Mstep: Class 11 contains 38418 members 
Mstep: Class 12 contains 16266 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11294 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 17 contains 9252 members 
Mstep: Class 18 contains 42449 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 26300 members 
Mstep: Class 23 contains 23311 members 
Mstep: Class 24 contains 118594 members 
Mstep: Class 25 contains 5286 members 
Mstep: Class 26 contains 2588 members 
Mstep: Class 27 contains 4526 members 
Mstep: Class 28 contains 4134 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33981 members 
Mstep: Class 32 contains 82999 members 
Mstep: Class 33 contains 3554 members 
Mstep: Class 34 contains 6329 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
Score: -108955952.000000 Penalty: 80105.234375
Splitting cluster 3 changes total score from -108956072.000000 to -108955952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (36578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Entering Unmasked Estep 
Score: -4356416.000000 Penalty: 1707.420410
	Iteration 0F: 2 clusters Score -4356416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -4331854.500000 Penalty: 3414.840820
	Iteration 0F: 3 clusters Score -4331854 nChanged 17072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -4341786.500000 Penalty: 3414.840820
	Iteration 1F: 3 clusters Score -4341786 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4342494.500000 Penalty: 3414.840820
	Iteration 2F: 3 clusters Score -4342494 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -4343128.500000 Penalty: 3414.840820
	Iteration 3Q: 3 clusters Score -4343128 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -4343896.500000 Penalty: 3414.840820
	Iteration 4Q: 3 clusters Score -4343896 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4344706.500000 Penalty: 3414.840820
	Iteration 5Q: 3 clusters Score -4344706 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4345469.000000 Penalty: 3414.840820
	Iteration 6Q: 3 clusters Score -4345469 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -4346188.000000 Penalty: 3414.840820
	Iteration 7Q: 3 clusters Score -4346188 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -4346845.500000 Penalty: 3414.840820
	Iteration 8Q: 3 clusters Score -4346846 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -4347454.000000 Penalty: 3414.840820
	Iteration 9Q: 3 clusters Score -4347454 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -4347972.500000 Penalty: 3414.840820
	Iteration 10Q: 3 clusters Score -4347972 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -4348512.000000 Penalty: 3414.840820
	Iteration 11Q: 3 clusters Score -4348512 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -4348992.000000 Penalty: 3414.840820
	Iteration 12Q: 3 clusters Score -4348992 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -4349317.500000 Penalty: 3414.840820
	Iteration 13Q: 3 clusters Score -4349318 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -4349502.000000 Penalty: 3414.840820
	Iteration 14Q: 3 clusters Score -4349502 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -4349644.000000 Penalty: 3414.840820
	Iteration 15Q: 3 clusters Score -4349644 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -4349740.500000 Penalty: 3414.840820
	Iteration 16Q: 3 clusters Score -4349740 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -4349819.000000 Penalty: 3414.840820
	Iteration 17Q: 3 clusters Score -4349819 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -4349841.000000 Penalty: 3414.840820
	Iteration 18Q: 3 clusters Score -4349841 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4349892.000000 Penalty: 3414.840820
	Iteration 19Q: 3 clusters Score -4349892 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -4349941.000000 Penalty: 3414.840820
	Iteration 20F: 3 clusters Score -4349941 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4349993.000000 Penalty: 3414.840820
	Iteration 21Q: 3 clusters Score -4349993 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -4350033.500000 Penalty: 3414.840820
	Iteration 22Q: 3 clusters Score -4350034 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -4350077.000000 Penalty: 3414.840820
	Iteration 23Q: 3 clusters Score -4350077 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4350108.000000 Penalty: 3414.840820
	Iteration 24Q: 3 clusters Score -4350108 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -4350133.000000 Penalty: 3414.840820
	Iteration 25Q: 3 clusters Score -4350133 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -4350170.000000 Penalty: 3414.840820
	Iteration 26Q: 3 clusters Score -4350170 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -4350215.500000 Penalty: 3414.840820
	Iteration 27Q: 3 clusters Score -4350216 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -4350263.500000 Penalty: 3414.840820
	Iteration 28Q: 3 clusters Score -4350264 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -4350291.000000 Penalty: 3414.840820
	Iteration 29Q: 3 clusters Score -4350291 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -4350340.000000 Penalty: 3414.840820
	Iteration 30Q: 3 clusters Score -4350340 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -4350397.000000 Penalty: 3414.840820
	Iteration 31Q: 3 clusters Score -4350397 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -4350444.500000 Penalty: 3414.840820
	Iteration 32Q: 3 clusters Score -4350444 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -4350497.500000 Penalty: 3414.840820
	Iteration 33Q: 3 clusters Score -4350498 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -4350547.500000 Penalty: 3414.840820
	Iteration 34Q: 3 clusters Score -4350548 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -4350594.000000 Penalty: 3414.840820
	Iteration 35Q: 3 clusters Score -4350594 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -4350668.500000 Penalty: 3414.840820
	Iteration 36Q: 3 clusters Score -4350668 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -4350748.000000 Penalty: 3414.840820
	Iteration 37Q: 3 clusters Score -4350748 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -4350824.500000 Penalty: 3414.840820
	Iteration 38Q: 3 clusters Score -4350824 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -4350913.500000 Penalty: 3414.840820
	Iteration 39Q: 3 clusters Score -4350914 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -4350985.500000 Penalty: 3414.840820
	Iteration 40F: 3 clusters Score -4350986 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -4351068.500000 Penalty: 3414.840820
	Iteration 41Q: 3 clusters Score -4351068 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4351145.000000 Penalty: 3414.840820
	Iteration 42Q: 3 clusters Score -4351145 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -4351220.000000 Penalty: 3414.840820
	Iteration 43Q: 3 clusters Score -4351220 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -4351307.000000 Penalty: 3414.840820
	Iteration 44Q: 3 clusters Score -4351307 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -4351402.000000 Penalty: 3414.840820
	Iteration 45Q: 3 clusters Score -4351402 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -4351456.000000 Penalty: 3414.840820
	Iteration 46Q: 3 clusters Score -4351456 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -4351518.000000 Penalty: 3414.840820
	Iteration 47Q: 3 clusters Score -4351518 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -4351607.500000 Penalty: 3414.840820
	Iteration 48Q: 3 clusters Score -4351608 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -4351646.500000 Penalty: 3414.840820
	Iteration 49Q: 3 clusters Score -4351646 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4351693.500000 Penalty: 3414.840820
	Iteration 50Q: 3 clusters Score -4351694 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -4351733.500000 Penalty: 3414.840820
	Iteration 51Q: 3 clusters Score -4351734 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4351774.500000 Penalty: 3414.840820
	Iteration 52Q: 3 clusters Score -4351774 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -4351816.000000 Penalty: 3414.840820
	Iteration 53Q: 3 clusters Score -4351816 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -4351838.000000 Penalty: 3414.840820
	Iteration 54Q: 3 clusters Score -4351838 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -4351867.000000 Penalty: 3414.840820
	Iteration 55Q: 3 clusters Score -4351867 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -4351882.500000 Penalty: 3414.840820
	Iteration 56Q: 3 clusters Score -4351882 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -4351898.500000 Penalty: 3414.840820
	Iteration 57Q: 3 clusters Score -4351898 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -4351932.500000 Penalty: 3414.840820
	Iteration 58Q: 3 clusters Score -4351932 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -4351944.500000 Penalty: 3414.840820
	Iteration 59Q: 3 clusters Score -4351944 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -4351961.500000 Penalty: 3414.840820
	Iteration 60F: 3 clusters Score -4351962 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -4351982.000000 Penalty: 3414.840820
	Iteration 61Q: 3 clusters Score -4351982 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -4351986.500000 Penalty: 3414.840820
	Iteration 62Q: 3 clusters Score -4351986 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -4351999.000000 Penalty: 3414.840820
	Iteration 63Q: 3 clusters Score -4351999 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4352023.500000 Penalty: 3414.840820
	Iteration 64Q: 3 clusters Score -4352024 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4352029.000000 Penalty: 3414.840820
	Iteration 65Q: 3 clusters Score -4352029 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -4352026.000000 Penalty: 3414.840820
	Iteration 66Q: 3 clusters Score -4352026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -4352026.000000 Penalty: 3414.840820
	Iteration 67Q: 3 clusters Score -4352026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4352037.000000 Penalty: 3414.840820
	Iteration 68Q: 3 clusters Score -4352037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4352032.000000 Penalty: 3414.840820
	Iteration 69Q: 3 clusters Score -4352032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4352035.000000 Penalty: 3414.840820
	Iteration 70Q: 3 clusters Score -4352035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -4352038.500000 Penalty: 3414.840820
	Iteration 71Q: 3 clusters Score -4352038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -4352038.000000 Penalty: 3414.840820
	Iteration 72Q: 3 clusters Score -4352038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -4352044.500000 Penalty: 3414.840820
	Iteration 73Q: 3 clusters Score -4352044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -4352041.500000 Penalty: 3414.840820
	Iteration 74Q: 3 clusters Score -4352042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -4352039.500000 Penalty: 3414.840820
	Iteration 75Q: 3 clusters Score -4352040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -4352035.000000 Penalty: 3414.840820
	Iteration 76Q: 3 clusters Score -4352035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -4352038.500000 Penalty: 3414.840820
	Iteration 77Q: 3 clusters Score -4352038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -4352033.500000 Penalty: 3414.840820
	Iteration 78Q: 3 clusters Score -4352034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4352040.500000 Penalty: 3414.840820
	Iteration 79Q: 3 clusters Score -4352040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4352040.500000 Penalty: 3414.840820
	Iteration 80F: 3 clusters Score -4352040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -14500.969727 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -14500.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14005.104492 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -14005.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14376.029297 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -14376.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14462.560547 Penalty: 1782.559082
	Iteration 2Q: 3 clusters Score -14462.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14615.093750 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -14615.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14640.257812 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -14640.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14656.833984 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -14656.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14656.833984 Penalty: 1782.559082
	Iteration 6F: 3 clusters Score -14656.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 136355 members 
Mstep: Class 3 contains 5767 members 
Mstep: Class 4 contains 36578 members 
Mstep: Class 5 contains 158 members 
Mstep: Class 6 contains 59150 members 
Mstep: Class 7 contains 18302 members 
Mstep: Class 8 contains 117114 members 
Mstep: Class 9 contains 14180 members 
Mstep: Class 10 contains 12271 members 
Mstep: Class 11 contains 38418 members 
Mstep: Class 12 contains 16266 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11294 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 17 contains 9252 members 
Mstep: Class 18 contains 42449 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 26300 members 
Mstep: Class 23 contains 23311 members 
Mstep: Class 24 contains 118594 members 
Mstep: Class 25 contains 5286 members 
Mstep: Class 26 contains 83 members 
Mstep: Class 27 contains 4526 members 
Mstep: Class 28 contains 4134 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33981 members 
Mstep: Class 32 contains 82999 members 
Mstep: Class 33 contains 3554 members 
Mstep: Class 34 contains 6329 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
Score: -108955192.000000 Penalty: 80105.234375
Splitting cluster 5 changes total score from -108956072.000000 to -108955192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (59150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Entering Unmasked Estep 
Score: -6961760.500000 Penalty: 1785.522705
	Iteration 0F: 2 clusters Score -6961760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -6922334.000000 Penalty: 3571.045410
	Iteration 0F: 3 clusters Score -6922334 nChanged 27737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -6938603.000000 Penalty: 3571.045410
	Iteration 1F: 3 clusters Score -6938603 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -6939787.500000 Penalty: 3571.045410
	Iteration 2Q: 3 clusters Score -6939788 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -6941216.000000 Penalty: 3571.045410
	Iteration 3F: 3 clusters Score -6941216 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -6943217.500000 Penalty: 3571.045410
	Iteration 4F: 3 clusters Score -6943218 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -6945860.000000 Penalty: 3571.045410
	Iteration 5F: 3 clusters Score -6945860 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -6948793.000000 Penalty: 3571.045410
	Iteration 6F: 3 clusters Score -6948793 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -6951548.500000 Penalty: 3571.045410
	Iteration 7F: 3 clusters Score -6951548 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -6953530.000000 Penalty: 3571.045410
	Iteration 8Q: 3 clusters Score -6953530 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -6954959.500000 Penalty: 3571.045410
	Iteration 9Q: 3 clusters Score -6954960 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -6955845.000000 Penalty: 3571.045410
	Iteration 10Q: 3 clusters Score -6955845 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -6956539.000000 Penalty: 3571.045410
	Iteration 11Q: 3 clusters Score -6956539 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -6957134.000000 Penalty: 3571.045410
	Iteration 12Q: 3 clusters Score -6957134 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -6957678.500000 Penalty: 3571.045410
	Iteration 13Q: 3 clusters Score -6957678 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -6958132.500000 Penalty: 3571.045410
	Iteration 14Q: 3 clusters Score -6958132 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -6958618.000000 Penalty: 3571.045410
	Iteration 15Q: 3 clusters Score -6958618 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -6959003.000000 Penalty: 3571.045410
	Iteration 16Q: 3 clusters Score -6959003 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -6959319.000000 Penalty: 3571.045410
	Iteration 17Q: 3 clusters Score -6959319 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -6959648.500000 Penalty: 3571.045410
	Iteration 18Q: 3 clusters Score -6959648 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -6959866.500000 Penalty: 3571.045410
	Iteration 19Q: 3 clusters Score -6959866 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -6960062.500000 Penalty: 3571.045410
	Iteration 20F: 3 clusters Score -6960062 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -6960212.000000 Penalty: 3571.045410
	Iteration 21Q: 3 clusters Score -6960212 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6960354.000000 Penalty: 3571.045410
	Iteration 22Q: 3 clusters Score -6960354 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6960472.500000 Penalty: 3571.045410
	Iteration 23Q: 3 clusters Score -6960472 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6960564.500000 Penalty: 3571.045410
	Iteration 24Q: 3 clusters Score -6960564 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6960622.500000 Penalty: 3571.045410
	Iteration 25Q: 3 clusters Score -6960622 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6960658.500000 Penalty: 3571.045410
	Iteration 26Q: 3 clusters Score -6960658 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6960677.000000 Penalty: 3571.045410
	Iteration 27Q: 3 clusters Score -6960677 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57211 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6960696.500000 Penalty: 3571.045410
	Iteration 28Q: 3 clusters Score -6960696 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6960713.500000 Penalty: 3571.045410
	Iteration 29Q: 3 clusters Score -6960714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57270 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6960720.000000 Penalty: 3571.045410
	Iteration 30Q: 3 clusters Score -6960720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6960723.000000 Penalty: 3571.045410
	Iteration 31Q: 3 clusters Score -6960723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6960742.000000 Penalty: 3571.045410
	Iteration 32Q: 3 clusters Score -6960742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6960745.000000 Penalty: 3571.045410
	Iteration 33Q: 3 clusters Score -6960745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6960759.500000 Penalty: 3571.045410
	Iteration 34Q: 3 clusters Score -6960760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6960762.000000 Penalty: 3571.045410
	Iteration 35Q: 3 clusters Score -6960762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6960763.000000 Penalty: 3571.045410
	Iteration 36Q: 3 clusters Score -6960763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57402 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6960771.500000 Penalty: 3571.045410
	Iteration 37Q: 3 clusters Score -6960772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6960765.000000 Penalty: 3571.045410
	Iteration 38Q: 3 clusters Score -6960765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6960779.500000 Penalty: 3571.045410
	Iteration 39Q: 3 clusters Score -6960780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6960776.000000 Penalty: 3571.045410
	Iteration 40F: 3 clusters Score -6960776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57448 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6960779.000000 Penalty: 3571.045410
	Iteration 41Q: 3 clusters Score -6960779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6960781.000000 Penalty: 3571.045410
	Iteration 42Q: 3 clusters Score -6960781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6960784.500000 Penalty: 3571.045410
	Iteration 43Q: 3 clusters Score -6960784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6960780.500000 Penalty: 3571.045410
	Iteration 44Q: 3 clusters Score -6960780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6960784.000000 Penalty: 3571.045410
	Iteration 45Q: 3 clusters Score -6960784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6960788.000000 Penalty: 3571.045410
	Iteration 46Q: 3 clusters Score -6960788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6960785.500000 Penalty: 3571.045410
	Iteration 47Q: 3 clusters Score -6960786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6960796.000000 Penalty: 3571.045410
	Iteration 48Q: 3 clusters Score -6960796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6960792.000000 Penalty: 3571.045410
	Iteration 49Q: 3 clusters Score -6960792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6960798.000000 Penalty: 3571.045410
	Iteration 50Q: 3 clusters Score -6960798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6960809.500000 Penalty: 3571.045410
	Iteration 51Q: 3 clusters Score -6960810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6960813.000000 Penalty: 3571.045410
	Iteration 52Q: 3 clusters Score -6960813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6960817.500000 Penalty: 3571.045410
	Iteration 53Q: 3 clusters Score -6960818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6960818.000000 Penalty: 3571.045410
	Iteration 54Q: 3 clusters Score -6960818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6960819.000000 Penalty: 3571.045410
	Iteration 55Q: 3 clusters Score -6960819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6960816.000000 Penalty: 3571.045410
	Iteration 56Q: 3 clusters Score -6960816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6960823.000000 Penalty: 3571.045410
	Iteration 57Q: 3 clusters Score -6960823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6960821.000000 Penalty: 3571.045410
	Iteration 58Q: 3 clusters Score -6960821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6960817.000000 Penalty: 3571.045410
	Iteration 59Q: 3 clusters Score -6960817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6960825.000000 Penalty: 3571.045410
	Iteration 60F: 3 clusters Score -6960825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6960823.500000 Penalty: 3571.045410
	Iteration 61Q: 3 clusters Score -6960824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6960829.000000 Penalty: 3571.045410
	Iteration 62Q: 3 clusters Score -6960829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6960831.500000 Penalty: 3571.045410
	Iteration 63Q: 3 clusters Score -6960832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6960845.500000 Penalty: 3571.045410
	Iteration 64Q: 3 clusters Score -6960846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6960852.000000 Penalty: 3571.045410
	Iteration 65Q: 3 clusters Score -6960852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6960856.000000 Penalty: 3571.045410
	Iteration 66Q: 3 clusters Score -6960856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6960863.500000 Penalty: 3571.045410
	Iteration 67Q: 3 clusters Score -6960864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6960857.500000 Penalty: 3571.045410
	Iteration 68Q: 3 clusters Score -6960858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6960851.500000 Penalty: 3571.045410
	Iteration 69Q: 3 clusters Score -6960852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6960860.000000 Penalty: 3571.045410
	Iteration 70Q: 3 clusters Score -6960860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6960863.000000 Penalty: 3571.045410
	Iteration 71Q: 3 clusters Score -6960863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6960864.000000 Penalty: 3571.045410
	Iteration 72Q: 3 clusters Score -6960864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6960868.000000 Penalty: 3571.045410
	Iteration 73Q: 3 clusters Score -6960868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6960867.500000 Penalty: 3571.045410
	Iteration 74Q: 3 clusters Score -6960868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6960867.000000 Penalty: 3571.045410
	Iteration 75Q: 3 clusters Score -6960867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6960863.500000 Penalty: 3571.045410
	Iteration 76Q: 3 clusters Score -6960864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -6960867.000000 Penalty: 3571.045410
	Iteration 77Q: 3 clusters Score -6960867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6960867.000000 Penalty: 3571.045410
	Iteration 78Q: 3 clusters Score -6960867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6960867.000000 Penalty: 3571.045410
	Iteration 79F: 3 clusters Score -6960867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Entering Unmasked Estep 
Score: -2300474.500000 Penalty: 1594.899414
	Iteration 0F: 2 clusters Score -2300474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2287832.500000 Penalty: 3189.798828
	Iteration 0F: 3 clusters Score -2287832 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2292271.500000 Penalty: 3189.798828
	Iteration 1F: 3 clusters Score -2292272 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2292612.000000 Penalty: 3189.798828
	Iteration 2F: 3 clusters Score -2292612 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2292942.250000 Penalty: 3189.798828
	Iteration 3Q: 3 clusters Score -2292942 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2293296.500000 Penalty: 3189.798828
	Iteration 4Q: 3 clusters Score -2293296 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2293680.500000 Penalty: 3189.798828
	Iteration 5Q: 3 clusters Score -2293680 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2294108.000000 Penalty: 3189.798828
	Iteration 6Q: 3 clusters Score -2294108 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2294674.750000 Penalty: 3189.798828
	Iteration 7F: 3 clusters Score -2294675 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2295386.750000 Penalty: 3189.798828
	Iteration 8F: 3 clusters Score -2295387 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2296277.250000 Penalty: 3189.798828
	Iteration 9F: 3 clusters Score -2296277 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2297277.250000 Penalty: 3189.798828
	Iteration 10F: 3 clusters Score -2297277 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2298062.250000 Penalty: 3189.798828
	Iteration 11Q: 3 clusters Score -2298062 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2298534.250000 Penalty: 3189.798828
	Iteration 12Q: 3 clusters Score -2298534 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2298808.500000 Penalty: 3189.798828
	Iteration 13Q: 3 clusters Score -2298808 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2298948.500000 Penalty: 3189.798828
	Iteration 14Q: 3 clusters Score -2298948 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2299034.500000 Penalty: 3189.798828
	Iteration 15Q: 3 clusters Score -2299034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2299078.250000 Penalty: 3189.798828
	Iteration 16Q: 3 clusters Score -2299078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2299095.250000 Penalty: 3189.798828
	Iteration 17Q: 3 clusters Score -2299095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2299107.000000 Penalty: 3189.798828
	Iteration 18Q: 3 clusters Score -2299107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2299114.750000 Penalty: 3189.798828
	Iteration 19Q: 3 clusters Score -2299115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2299117.000000 Penalty: 3189.798828
	Iteration 20F: 3 clusters Score -2299117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2299119.000000 Penalty: 3189.798828
	Iteration 21Q: 3 clusters Score -2299119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2299118.000000 Penalty: 3189.798828
	Iteration 22Q: 3 clusters Score -2299118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2299118.000000 Penalty: 3189.798828
	Iteration 23F: 3 clusters Score -2299118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (117114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117114 members 
Entering Unmasked Estep 
Score: -14961807.000000 Penalty: 1896.521729
	Iteration 0F: 2 clusters Score -1.496181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -14884597.000000 Penalty: 3793.043457
	Iteration 0F: 3 clusters Score -1.48846e+07 nChanged 56233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -14917106.000000 Penalty: 3793.043457
	Iteration 1F: 3 clusters Score -1.491711e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -14917490.000000 Penalty: 3793.043457
	Iteration 2Q: 3 clusters Score -1.491749e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -14917996.000000 Penalty: 3793.043457
	Iteration 3Q: 3 clusters Score -1.4918e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60483 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -14918649.000000 Penalty: 3793.043457
	Iteration 4Q: 3 clusters Score -1.491865e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -14919390.000000 Penalty: 3793.043457
	Iteration 5Q: 3 clusters Score -1.491939e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -14920238.000000 Penalty: 3793.043457
	Iteration 6Q: 3 clusters Score -1.492024e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -14921796.000000 Penalty: 3793.043457
	Iteration 7Q: 3 clusters Score -1.49218e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68790 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -14923817.000000 Penalty: 3793.043457
	Iteration 8Q: 3 clusters Score -1.492382e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -14926619.000000 Penalty: 3793.043457
	Iteration 9F: 3 clusters Score -1.492662e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78215 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -14929965.000000 Penalty: 3793.043457
	Iteration 10F: 3 clusters Score -1.492996e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -14933492.000000 Penalty: 3793.043457
	Iteration 11F: 3 clusters Score -1.493349e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -14937142.000000 Penalty: 3793.043457
	Iteration 12F: 3 clusters Score -1.493714e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95478 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -14940729.000000 Penalty: 3793.043457
	Iteration 13F: 3 clusters Score -1.494073e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100905 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -14944508.000000 Penalty: 3793.043457
	Iteration 14Q: 3 clusters Score -1.494451e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105758 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -14948368.000000 Penalty: 3793.043457
	Iteration 15Q: 3 clusters Score -1.494837e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109846 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -14952262.000000 Penalty: 3793.043457
	Iteration 16Q: 3 clusters Score -1.495226e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113073 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -14956000.000000 Penalty: 3793.043457
	Iteration 17Q: 3 clusters Score -1.4956e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115136 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -14958205.000000 Penalty: 3793.043457
	Iteration 18Q: 3 clusters Score -1.49582e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116214 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -14959334.000000 Penalty: 3793.043457
	Iteration 19Q: 3 clusters Score -1.495933e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116627 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -14959693.000000 Penalty: 3793.043457
	Iteration 20F: 3 clusters Score -1.495969e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116764 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -14959907.000000 Penalty: 3793.043457
	Iteration 21Q: 3 clusters Score -1.495991e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116815 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -14959993.000000 Penalty: 3793.043457
	Iteration 22Q: 3 clusters Score -1.495999e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116842 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -14960020.000000 Penalty: 3793.043457
	Iteration 23Q: 3 clusters Score -1.496002e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116858 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -14960036.000000 Penalty: 3793.043457
	Iteration 24Q: 3 clusters Score -1.496004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116873 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -14960054.000000 Penalty: 3793.043457
	Iteration 25Q: 3 clusters Score -1.496005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116883 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -14960067.000000 Penalty: 3793.043457
	Iteration 26Q: 3 clusters Score -1.496007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116887 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14960066.000000 Penalty: 3793.043457
	Iteration 27Q: 3 clusters Score -1.496007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116891 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14960076.000000 Penalty: 3793.043457
	Iteration 28Q: 3 clusters Score -1.496008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116891 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14960075.000000 Penalty: 3793.043457
	Iteration 29Q: 3 clusters Score -1.496008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116892 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -14960075.000000 Penalty: 3793.043457
	Iteration 30Q: 3 clusters Score -1.496008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116893 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14960075.000000 Penalty: 3793.043457
	Iteration 31Q: 3 clusters Score -1.496008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116893 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14960075.000000 Penalty: 3793.043457
	Iteration 32F: 3 clusters Score -1.496008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Entering Unmasked Estep 
Score: -1747958.750000 Penalty: 1553.432983
	Iteration 0F: 2 clusters Score -1747959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1738110.875000 Penalty: 3106.865967
	Iteration 0F: 3 clusters Score -1738111 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1741527.125000 Penalty: 3106.865967
	Iteration 1F: 3 clusters Score -1741527 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1741808.000000 Penalty: 3106.865967
	Iteration 2F: 3 clusters Score -1741808 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1742044.750000 Penalty: 3106.865967
	Iteration 3Q: 3 clusters Score -1742045 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1742225.375000 Penalty: 3106.865967
	Iteration 4Q: 3 clusters Score -1742225 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1742415.000000 Penalty: 3106.865967
	Iteration 5Q: 3 clusters Score -1742415 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1742640.875000 Penalty: 3106.865967
	Iteration 6Q: 3 clusters Score -1742641 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1742908.125000 Penalty: 3106.865967
	Iteration 7Q: 3 clusters Score -1742908 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1743189.125000 Penalty: 3106.865967
	Iteration 8Q: 3 clusters Score -1743189 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1743474.250000 Penalty: 3106.865967
	Iteration 9Q: 3 clusters Score -1743474 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1743736.875000 Penalty: 3106.865967
	Iteration 10Q: 3 clusters Score -1743737 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1744008.375000 Penalty: 3106.865967
	Iteration 11Q: 3 clusters Score -1744008 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1744262.125000 Penalty: 3106.865967
	Iteration 12Q: 3 clusters Score -1744262 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1744484.375000 Penalty: 3106.865967
	Iteration 13Q: 3 clusters Score -1744484 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1744701.250000 Penalty: 3106.865967
	Iteration 14Q: 3 clusters Score -1744701 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1744869.375000 Penalty: 3106.865967
	Iteration 15Q: 3 clusters Score -1744869 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1745013.750000 Penalty: 3106.865967
	Iteration 16Q: 3 clusters Score -1745014 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1745149.125000 Penalty: 3106.865967
	Iteration 17Q: 3 clusters Score -1745149 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1745284.125000 Penalty: 3106.865967
	Iteration 18Q: 3 clusters Score -1745284 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1745397.625000 Penalty: 3106.865967
	Iteration 19Q: 3 clusters Score -1745398 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1745500.875000 Penalty: 3106.865967
	Iteration 20F: 3 clusters Score -1745501 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1745592.875000 Penalty: 3106.865967
	Iteration 21Q: 3 clusters Score -1745593 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1745665.875000 Penalty: 3106.865967
	Iteration 22Q: 3 clusters Score -1745666 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1745745.250000 Penalty: 3106.865967
	Iteration 23Q: 3 clusters Score -1745745 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1745835.750000 Penalty: 3106.865967
	Iteration 24Q: 3 clusters Score -1745836 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1745918.875000 Penalty: 3106.865967
	Iteration 25Q: 3 clusters Score -1745919 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1745985.375000 Penalty: 3106.865967
	Iteration 26Q: 3 clusters Score -1745985 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1746066.125000 Penalty: 3106.865967
	Iteration 27Q: 3 clusters Score -1746066 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1746133.250000 Penalty: 3106.865967
	Iteration 28Q: 3 clusters Score -1746133 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1746191.375000 Penalty: 3106.865967
	Iteration 29Q: 3 clusters Score -1746191 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1746253.000000 Penalty: 3106.865967
	Iteration 30Q: 3 clusters Score -1746253 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1746299.500000 Penalty: 3106.865967
	Iteration 31Q: 3 clusters Score -1746300 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1746340.625000 Penalty: 3106.865967
	Iteration 32Q: 3 clusters Score -1746341 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1746365.750000 Penalty: 3106.865967
	Iteration 33Q: 3 clusters Score -1746366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1746382.000000 Penalty: 3106.865967
	Iteration 34Q: 3 clusters Score -1746382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1746396.250000 Penalty: 3106.865967
	Iteration 35Q: 3 clusters Score -1746396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1746410.875000 Penalty: 3106.865967
	Iteration 36Q: 3 clusters Score -1746411 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1746427.250000 Penalty: 3106.865967
	Iteration 37Q: 3 clusters Score -1746427 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1746454.375000 Penalty: 3106.865967
	Iteration 38Q: 3 clusters Score -1746454 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1746486.375000 Penalty: 3106.865967
	Iteration 39Q: 3 clusters Score -1746486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1746524.375000 Penalty: 3106.865967
	Iteration 40F: 3 clusters Score -1746524 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1746563.250000 Penalty: 3106.865967
	Iteration 41Q: 3 clusters Score -1746563 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1746600.500000 Penalty: 3106.865967
	Iteration 42Q: 3 clusters Score -1746600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1746634.125000 Penalty: 3106.865967
	Iteration 43Q: 3 clusters Score -1746634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1746662.875000 Penalty: 3106.865967
	Iteration 44Q: 3 clusters Score -1746663 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1746686.750000 Penalty: 3106.865967
	Iteration 45Q: 3 clusters Score -1746687 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1746710.375000 Penalty: 3106.865967
	Iteration 46Q: 3 clusters Score -1746710 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1746742.625000 Penalty: 3106.865967
	Iteration 47Q: 3 clusters Score -1746743 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1746764.125000 Penalty: 3106.865967
	Iteration 48Q: 3 clusters Score -1746764 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1746793.375000 Penalty: 3106.865967
	Iteration 49Q: 3 clusters Score -1746793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1746813.750000 Penalty: 3106.865967
	Iteration 50Q: 3 clusters Score -1746814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1746824.875000 Penalty: 3106.865967
	Iteration 51Q: 3 clusters Score -1746825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1746832.000000 Penalty: 3106.865967
	Iteration 52Q: 3 clusters Score -1746832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1746843.875000 Penalty: 3106.865967
	Iteration 53Q: 3 clusters Score -1746844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1746846.750000 Penalty: 3106.865967
	Iteration 54Q: 3 clusters Score -1746847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1746849.250000 Penalty: 3106.865967
	Iteration 55Q: 3 clusters Score -1746849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1746856.500000 Penalty: 3106.865967
	Iteration 56Q: 3 clusters Score -1746856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1746866.000000 Penalty: 3106.865967
	Iteration 57Q: 3 clusters Score -1746866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1746872.125000 Penalty: 3106.865967
	Iteration 58Q: 3 clusters Score -1746872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1746878.250000 Penalty: 3106.865967
	Iteration 59Q: 3 clusters Score -1746878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1746885.500000 Penalty: 3106.865967
	Iteration 60F: 3 clusters Score -1746886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1746892.000000 Penalty: 3106.865967
	Iteration 61Q: 3 clusters Score -1746892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1746897.250000 Penalty: 3106.865967
	Iteration 62Q: 3 clusters Score -1746897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1746903.125000 Penalty: 3106.865967
	Iteration 63Q: 3 clusters Score -1746903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1746904.875000 Penalty: 3106.865967
	Iteration 64Q: 3 clusters Score -1746905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1746907.625000 Penalty: 3106.865967
	Iteration 65Q: 3 clusters Score -1746908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1746909.125000 Penalty: 3106.865967
	Iteration 66Q: 3 clusters Score -1746909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1746910.125000 Penalty: 3106.865967
	Iteration 67Q: 3 clusters Score -1746910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1746910.125000 Penalty: 3106.865967
	Iteration 68F: 3 clusters Score -1746910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Entering Unmasked Estep 
Score: -1520983.750000 Penalty: 1529.936523
	Iteration 0F: 2 clusters Score -1520984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1512492.000000 Penalty: 3059.873047
	Iteration 0F: 3 clusters Score -1512492 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1515304.750000 Penalty: 3059.873047
	Iteration 1F: 3 clusters Score -1515305 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1515653.875000 Penalty: 3059.873047
	Iteration 2F: 3 clusters Score -1515654 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1516015.750000 Penalty: 3059.873047
	Iteration 3F: 3 clusters Score -1516016 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1516402.250000 Penalty: 3059.873047
	Iteration 4F: 3 clusters Score -1516402 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1516817.875000 Penalty: 3059.873047
	Iteration 5F: 3 clusters Score -1516818 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1517239.875000 Penalty: 3059.873047
	Iteration 6F: 3 clusters Score -1517240 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1517649.875000 Penalty: 3059.873047
	Iteration 7F: 3 clusters Score -1517650 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1518008.125000 Penalty: 3059.873047
	Iteration 8Q: 3 clusters Score -1518008 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1518333.125000 Penalty: 3059.873047
	Iteration 9Q: 3 clusters Score -1518333 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1518596.875000 Penalty: 3059.873047
	Iteration 10Q: 3 clusters Score -1518597 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1518798.250000 Penalty: 3059.873047
	Iteration 11Q: 3 clusters Score -1518798 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1518984.750000 Penalty: 3059.873047
	Iteration 12Q: 3 clusters Score -1518985 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1519165.625000 Penalty: 3059.873047
	Iteration 13Q: 3 clusters Score -1519166 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1519302.000000 Penalty: 3059.873047
	Iteration 14Q: 3 clusters Score -1519302 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1519410.750000 Penalty: 3059.873047
	Iteration 15Q: 3 clusters Score -1519411 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1519516.250000 Penalty: 3059.873047
	Iteration 16Q: 3 clusters Score -1519516 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1519614.125000 Penalty: 3059.873047
	Iteration 17Q: 3 clusters Score -1519614 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1519709.375000 Penalty: 3059.873047
	Iteration 18Q: 3 clusters Score -1519709 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1519748.625000 Penalty: 3059.873047
	Iteration 19Q: 3 clusters Score -1519749 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1519778.500000 Penalty: 3059.873047
	Iteration 20F: 3 clusters Score -1519778 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1519805.500000 Penalty: 3059.873047
	Iteration 21Q: 3 clusters Score -1519806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1519820.625000 Penalty: 3059.873047
	Iteration 22Q: 3 clusters Score -1519821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1519824.250000 Penalty: 3059.873047
	Iteration 23Q: 3 clusters Score -1519824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1519834.625000 Penalty: 3059.873047
	Iteration 24Q: 3 clusters Score -1519835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1519838.125000 Penalty: 3059.873047
	Iteration 25Q: 3 clusters Score -1519838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1519846.625000 Penalty: 3059.873047
	Iteration 26Q: 3 clusters Score -1519847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1519856.250000 Penalty: 3059.873047
	Iteration 27Q: 3 clusters Score -1519856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1519857.750000 Penalty: 3059.873047
	Iteration 28Q: 3 clusters Score -1519858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1519860.375000 Penalty: 3059.873047
	Iteration 29Q: 3 clusters Score -1519860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1519867.750000 Penalty: 3059.873047
	Iteration 30Q: 3 clusters Score -1519868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1519869.875000 Penalty: 3059.873047
	Iteration 31Q: 3 clusters Score -1519870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1519875.000000 Penalty: 3059.873047
	Iteration 32Q: 3 clusters Score -1519875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1519877.625000 Penalty: 3059.873047
	Iteration 33Q: 3 clusters Score -1519878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1519878.750000 Penalty: 3059.873047
	Iteration 34Q: 3 clusters Score -1519879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1519885.375000 Penalty: 3059.873047
	Iteration 35Q: 3 clusters Score -1519885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1519892.250000 Penalty: 3059.873047
	Iteration 36Q: 3 clusters Score -1519892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1519888.750000 Penalty: 3059.873047
	Iteration 37Q: 3 clusters Score -1519889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1519892.875000 Penalty: 3059.873047
	Iteration 38Q: 3 clusters Score -1519893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1519899.375000 Penalty: 3059.873047
	Iteration 39Q: 3 clusters Score -1519899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1519902.500000 Penalty: 3059.873047
	Iteration 40F: 3 clusters Score -1519902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1519903.875000 Penalty: 3059.873047
	Iteration 41Q: 3 clusters Score -1519904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1519906.500000 Penalty: 3059.873047
	Iteration 42Q: 3 clusters Score -1519906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1519909.750000 Penalty: 3059.873047
	Iteration 43Q: 3 clusters Score -1519910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1519911.125000 Penalty: 3059.873047
	Iteration 44Q: 3 clusters Score -1519911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1519908.250000 Penalty: 3059.873047
	Iteration 45Q: 3 clusters Score -1519908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1519909.875000 Penalty: 3059.873047
	Iteration 46Q: 3 clusters Score -1519910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1519914.500000 Penalty: 3059.873047
	Iteration 47Q: 3 clusters Score -1519914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1519917.500000 Penalty: 3059.873047
	Iteration 48Q: 3 clusters Score -1519918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1519914.875000 Penalty: 3059.873047
	Iteration 49Q: 3 clusters Score -1519915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1519914.875000 Penalty: 3059.873047
	Iteration 50F: 3 clusters Score -1519915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Entering Unmasked Estep 
Score: -4949862.000000 Penalty: 1715.395630
	Iteration 0F: 2 clusters Score -4949862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4924191.000000 Penalty: 3430.791260
	Iteration 0F: 3 clusters Score -4924191 nChanged 17870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -4934223.000000 Penalty: 3430.791260
	Iteration 1F: 3 clusters Score -4934223 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -4934575.000000 Penalty: 3430.791260
	Iteration 2Q: 3 clusters Score -4934575 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -4934887.500000 Penalty: 3430.791260
	Iteration 3Q: 3 clusters Score -4934888 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -4935242.500000 Penalty: 3430.791260
	Iteration 4Q: 3 clusters Score -4935242 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -4935648.000000 Penalty: 3430.791260
	Iteration 5Q: 3 clusters Score -4935648 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -4936185.000000 Penalty: 3430.791260
	Iteration 6Q: 3 clusters Score -4936185 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -4937051.500000 Penalty: 3430.791260
	Iteration 7Q: 3 clusters Score -4937052 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -4938298.500000 Penalty: 3430.791260
	Iteration 8F: 3 clusters Score -4938298 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -4940080.500000 Penalty: 3430.791260
	Iteration 9F: 3 clusters Score -4940080 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -4942102.500000 Penalty: 3430.791260
	Iteration 10F: 3 clusters Score -4942102 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -4944187.500000 Penalty: 3430.791260
	Iteration 11F: 3 clusters Score -4944188 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -4945713.500000 Penalty: 3430.791260
	Iteration 12Q: 3 clusters Score -4945714 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -4946756.500000 Penalty: 3430.791260
	Iteration 13Q: 3 clusters Score -4946756 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -4947366.500000 Penalty: 3430.791260
	Iteration 14Q: 3 clusters Score -4947366 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -4947703.000000 Penalty: 3430.791260
	Iteration 15Q: 3 clusters Score -4947703 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -4947974.000000 Penalty: 3430.791260
	Iteration 16Q: 3 clusters Score -4947974 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -4948115.500000 Penalty: 3430.791260
	Iteration 17Q: 3 clusters Score -4948116 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -4948206.000000 Penalty: 3430.791260
	Iteration 18Q: 3 clusters Score -4948206 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -4948255.000000 Penalty: 3430.791260
	Iteration 19Q: 3 clusters Score -4948255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4948297.500000 Penalty: 3430.791260
	Iteration 20F: 3 clusters Score -4948298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -4948317.000000 Penalty: 3430.791260
	Iteration 21Q: 3 clusters Score -4948317 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -4948335.000000 Penalty: 3430.791260
	Iteration 22Q: 3 clusters Score -4948335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -4948364.000000 Penalty: 3430.791260
	Iteration 23Q: 3 clusters Score -4948364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4948383.000000 Penalty: 3430.791260
	Iteration 24Q: 3 clusters Score -4948383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -4948394.500000 Penalty: 3430.791260
	Iteration 25Q: 3 clusters Score -4948394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -4948406.000000 Penalty: 3430.791260
	Iteration 26Q: 3 clusters Score -4948406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -4948409.500000 Penalty: 3430.791260
	Iteration 27Q: 3 clusters Score -4948410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -4948417.500000 Penalty: 3430.791260
	Iteration 28Q: 3 clusters Score -4948418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -4948415.500000 Penalty: 3430.791260
	Iteration 29Q: 3 clusters Score -4948416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -4948422.500000 Penalty: 3430.791260
	Iteration 30Q: 3 clusters Score -4948422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -4948425.500000 Penalty: 3430.791260
	Iteration 31Q: 3 clusters Score -4948426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -4948425.000000 Penalty: 3430.791260
	Iteration 32Q: 3 clusters Score -4948425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -4948430.000000 Penalty: 3430.791260
	Iteration 33Q: 3 clusters Score -4948430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -4948436.500000 Penalty: 3430.791260
	Iteration 34Q: 3 clusters Score -4948436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -4948438.000000 Penalty: 3430.791260
	Iteration 35Q: 3 clusters Score -4948438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -4948443.500000 Penalty: 3430.791260
	Iteration 36Q: 3 clusters Score -4948444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -4948450.000000 Penalty: 3430.791260
	Iteration 37Q: 3 clusters Score -4948450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -4948452.500000 Penalty: 3430.791260
	Iteration 38Q: 3 clusters Score -4948452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -4948447.000000 Penalty: 3430.791260
	Iteration 39Q: 3 clusters Score -4948447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -4948449.000000 Penalty: 3430.791260
	Iteration 40F: 3 clusters Score -4948449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -4948450.000000 Penalty: 3430.791260
	Iteration 41Q: 3 clusters Score -4948450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -4948447.500000 Penalty: 3430.791260
	Iteration 42Q: 3 clusters Score -4948448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -4948452.500000 Penalty: 3430.791260
	Iteration 43Q: 3 clusters Score -4948452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -4948455.000000 Penalty: 3430.791260
	Iteration 44Q: 3 clusters Score -4948455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -4948455.000000 Penalty: 3430.791260
	Iteration 45F: 3 clusters Score -4948455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Entering Unmasked Estep 
Score: -2080428.125000 Penalty: 1575.735352
	Iteration 0F: 2 clusters Score -2080428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2069259.625000 Penalty: 3151.470703
	Iteration 0F: 3 clusters Score -2069260 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2073120.750000 Penalty: 3151.470703
	Iteration 1F: 3 clusters Score -2073121 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2073334.625000 Penalty: 3151.470703
	Iteration 2Q: 3 clusters Score -2073335 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2073508.000000 Penalty: 3151.470703
	Iteration 3Q: 3 clusters Score -2073508 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2073650.875000 Penalty: 3151.470703
	Iteration 4Q: 3 clusters Score -2073651 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2073783.000000 Penalty: 3151.470703
	Iteration 5Q: 3 clusters Score -2073783 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2073909.625000 Penalty: 3151.470703
	Iteration 6Q: 3 clusters Score -2073910 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2074049.125000 Penalty: 3151.470703
	Iteration 7Q: 3 clusters Score -2074049 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2074233.750000 Penalty: 3151.470703
	Iteration 8Q: 3 clusters Score -2074234 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2074493.750000 Penalty: 3151.470703
	Iteration 9Q: 3 clusters Score -2074494 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2074873.750000 Penalty: 3151.470703
	Iteration 10Q: 3 clusters Score -2074874 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2075449.500000 Penalty: 3151.470703
	Iteration 11F: 3 clusters Score -2075450 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2076213.625000 Penalty: 3151.470703
	Iteration 12F: 3 clusters Score -2076214 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2077083.125000 Penalty: 3151.470703
	Iteration 13F: 3 clusters Score -2077083 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2077851.250000 Penalty: 3151.470703
	Iteration 14F: 3 clusters Score -2077851 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2078373.875000 Penalty: 3151.470703
	Iteration 15Q: 3 clusters Score -2078374 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2078689.000000 Penalty: 3151.470703
	Iteration 16Q: 3 clusters Score -2078689 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2078857.125000 Penalty: 3151.470703
	Iteration 17Q: 3 clusters Score -2078857 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2078922.000000 Penalty: 3151.470703
	Iteration 18Q: 3 clusters Score -2078922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2078974.000000 Penalty: 3151.470703
	Iteration 19Q: 3 clusters Score -2078974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2079013.000000 Penalty: 3151.470703
	Iteration 20F: 3 clusters Score -2079013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2079023.875000 Penalty: 3151.470703
	Iteration 21Q: 3 clusters Score -2079024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2079039.625000 Penalty: 3151.470703
	Iteration 22Q: 3 clusters Score -2079040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2079047.000000 Penalty: 3151.470703
	Iteration 23Q: 3 clusters Score -2079047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2079060.500000 Penalty: 3151.470703
	Iteration 24Q: 3 clusters Score -2079060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2079073.500000 Penalty: 3151.470703
	Iteration 25Q: 3 clusters Score -2079074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2079085.500000 Penalty: 3151.470703
	Iteration 26Q: 3 clusters Score -2079086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2079087.125000 Penalty: 3151.470703
	Iteration 27Q: 3 clusters Score -2079087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2079093.375000 Penalty: 3151.470703
	Iteration 28Q: 3 clusters Score -2079093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2079093.875000 Penalty: 3151.470703
	Iteration 29Q: 3 clusters Score -2079094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2079103.125000 Penalty: 3151.470703
	Iteration 30Q: 3 clusters Score -2079103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2079110.125000 Penalty: 3151.470703
	Iteration 31Q: 3 clusters Score -2079110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2079112.375000 Penalty: 3151.470703
	Iteration 32Q: 3 clusters Score -2079112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2079112.375000 Penalty: 3151.470703
	Iteration 33F: 3 clusters Score -2079112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Entering Unmasked Estep 
Score: -3410829.750000 Penalty: 1657.541138
	Iteration 0F: 2 clusters Score -3410830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3392642.750000 Penalty: 3315.082275
	Iteration 0F: 3 clusters Score -3392643 nChanged 12418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3399369.500000 Penalty: 3315.082275
	Iteration 1F: 3 clusters Score -3399370 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3399673.500000 Penalty: 3315.082275
	Iteration 2Q: 3 clusters Score -3399674 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3399972.500000 Penalty: 3315.082275
	Iteration 3Q: 3 clusters Score -3399972 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3400237.250000 Penalty: 3315.082275
	Iteration 4Q: 3 clusters Score -3400237 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3400492.500000 Penalty: 3315.082275
	Iteration 5Q: 3 clusters Score -3400492 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3400802.750000 Penalty: 3315.082275
	Iteration 6Q: 3 clusters Score -3400803 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -3401206.250000 Penalty: 3315.082275
	Iteration 7Q: 3 clusters Score -3401206 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3401770.250000 Penalty: 3315.082275
	Iteration 8Q: 3 clusters Score -3401770 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3402695.500000 Penalty: 3315.082275
	Iteration 9F: 3 clusters Score -3402696 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3404040.750000 Penalty: 3315.082275
	Iteration 10F: 3 clusters Score -3404041 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -3405648.000000 Penalty: 3315.082275
	Iteration 11F: 3 clusters Score -3405648 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -3407217.500000 Penalty: 3315.082275
	Iteration 12F: 3 clusters Score -3407218 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3408328.500000 Penalty: 3315.082275
	Iteration 13Q: 3 clusters Score -3408328 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3408915.000000 Penalty: 3315.082275
	Iteration 14Q: 3 clusters Score -3408915 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3409182.250000 Penalty: 3315.082275
	Iteration 15Q: 3 clusters Score -3409182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3409291.000000 Penalty: 3315.082275
	Iteration 16Q: 3 clusters Score -3409291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3409335.250000 Penalty: 3315.082275
	Iteration 17Q: 3 clusters Score -3409335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3409357.750000 Penalty: 3315.082275
	Iteration 18Q: 3 clusters Score -3409358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -3409365.750000 Penalty: 3315.082275
	Iteration 19Q: 3 clusters Score -3409366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3409374.000000 Penalty: 3315.082275
	Iteration 20F: 3 clusters Score -3409374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -3409380.750000 Penalty: 3315.082275
	Iteration 21Q: 3 clusters Score -3409381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -3409385.000000 Penalty: 3315.082275
	Iteration 22Q: 3 clusters Score -3409385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3409392.250000 Penalty: 3315.082275
	Iteration 23Q: 3 clusters Score -3409392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -3409392.000000 Penalty: 3315.082275
	Iteration 24Q: 3 clusters Score -3409392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -3409392.000000 Penalty: 3315.082275
	Iteration 25F: 3 clusters Score -3409392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Entering Unmasked Estep 
Score: -1372648.250000 Penalty: 1516.454346
	Iteration 0F: 2 clusters Score -1372648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1364739.375000 Penalty: 3032.908691
	Iteration 0F: 3 clusters Score -1364739 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1367775.750000 Penalty: 3032.908691
	Iteration 1F: 3 clusters Score -1367776 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1368300.625000 Penalty: 3032.908691
	Iteration 2F: 3 clusters Score -1368301 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1368698.750000 Penalty: 3032.908691
	Iteration 3F: 3 clusters Score -1368699 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1369047.625000 Penalty: 3032.908691
	Iteration 4F: 3 clusters Score -1369048 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1369326.750000 Penalty: 3032.908691
	Iteration 5F: 3 clusters Score -1369327 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1369529.500000 Penalty: 3032.908691
	Iteration 6Q: 3 clusters Score -1369530 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1369693.125000 Penalty: 3032.908691
	Iteration 7Q: 3 clusters Score -1369693 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1369863.375000 Penalty: 3032.908691
	Iteration 8Q: 3 clusters Score -1369863 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1370026.500000 Penalty: 3032.908691
	Iteration 9Q: 3 clusters Score -1370026 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1370168.375000 Penalty: 3032.908691
	Iteration 10Q: 3 clusters Score -1370168 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1370311.375000 Penalty: 3032.908691
	Iteration 11Q: 3 clusters Score -1370311 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1370457.000000 Penalty: 3032.908691
	Iteration 12Q: 3 clusters Score -1370457 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1370602.875000 Penalty: 3032.908691
	Iteration 13Q: 3 clusters Score -1370603 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1370737.125000 Penalty: 3032.908691
	Iteration 14Q: 3 clusters Score -1370737 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1370842.500000 Penalty: 3032.908691
	Iteration 15Q: 3 clusters Score -1370842 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1370911.875000 Penalty: 3032.908691
	Iteration 16Q: 3 clusters Score -1370912 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1370957.375000 Penalty: 3032.908691
	Iteration 17Q: 3 clusters Score -1370957 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1371018.875000 Penalty: 3032.908691
	Iteration 18Q: 3 clusters Score -1371019 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1371080.125000 Penalty: 3032.908691
	Iteration 19Q: 3 clusters Score -1371080 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1371120.500000 Penalty: 3032.908691
	Iteration 20F: 3 clusters Score -1371120 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1371163.375000 Penalty: 3032.908691
	Iteration 21Q: 3 clusters Score -1371163 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1371221.125000 Penalty: 3032.908691
	Iteration 22Q: 3 clusters Score -1371221 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1371288.125000 Penalty: 3032.908691
	Iteration 23Q: 3 clusters Score -1371288 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1371352.500000 Penalty: 3032.908691
	Iteration 24Q: 3 clusters Score -1371352 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1371421.000000 Penalty: 3032.908691
	Iteration 25Q: 3 clusters Score -1371421 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1371515.125000 Penalty: 3032.908691
	Iteration 26Q: 3 clusters Score -1371515 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1371609.875000 Penalty: 3032.908691
	Iteration 27Q: 3 clusters Score -1371610 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1371706.750000 Penalty: 3032.908691
	Iteration 28Q: 3 clusters Score -1371707 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1371778.250000 Penalty: 3032.908691
	Iteration 29Q: 3 clusters Score -1371778 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1371859.625000 Penalty: 3032.908691
	Iteration 30Q: 3 clusters Score -1371860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1371931.125000 Penalty: 3032.908691
	Iteration 31Q: 3 clusters Score -1371931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1371999.000000 Penalty: 3032.908691
	Iteration 32Q: 3 clusters Score -1371999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1372059.500000 Penalty: 3032.908691
	Iteration 33Q: 3 clusters Score -1372060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1372097.500000 Penalty: 3032.908691
	Iteration 34Q: 3 clusters Score -1372098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1372130.000000 Penalty: 3032.908691
	Iteration 35Q: 3 clusters Score -1372130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1372146.750000 Penalty: 3032.908691
	Iteration 36Q: 3 clusters Score -1372147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1372151.500000 Penalty: 3032.908691
	Iteration 37Q: 3 clusters Score -1372152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1372153.000000 Penalty: 3032.908691
	Iteration 38Q: 3 clusters Score -1372153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1372153.000000 Penalty: 3032.908691
	Iteration 39F: 3 clusters Score -1372153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -19683.697266 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -19683.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18950.619141 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -18950.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19065.701172 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -19065.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19092.984375 Penalty: 1739.353882
	Iteration 2F: 3 clusters Score -19092.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19124.953125 Penalty: 1739.353882
	Iteration 3Q: 3 clusters Score -19124.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19128.078125 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -19128.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19128.078125 Penalty: 1739.353882
	Iteration 5F: 3 clusters Score -19128.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Entering Unmasked Estep 
Score: -885079.250000 Penalty: 1438.767090
	Iteration 0F: 2 clusters Score -885079.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -879868.187500 Penalty: 2877.534180
	Iteration 0F: 3 clusters Score -879868.2 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -881403.500000 Penalty: 2877.534180
	Iteration 1F: 3 clusters Score -881403.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -881709.375000 Penalty: 2877.534180
	Iteration 2F: 3 clusters Score -881709.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -881998.312500 Penalty: 2877.534180
	Iteration 3F: 3 clusters Score -881998.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -882326.437500 Penalty: 2877.534180
	Iteration 4F: 3 clusters Score -882326.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -882732.312500 Penalty: 2877.534180
	Iteration 5F: 3 clusters Score -882732.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -883138.625000 Penalty: 2877.534180
	Iteration 6F: 3 clusters Score -883138.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -883530.187500 Penalty: 2877.534180
	Iteration 7F: 3 clusters Score -883530.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -883886.812500 Penalty: 2877.534180
	Iteration 8F: 3 clusters Score -883886.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -884092.375000 Penalty: 2877.534180
	Iteration 9Q: 3 clusters Score -884092.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -884212.750000 Penalty: 2877.534180
	Iteration 10Q: 3 clusters Score -884212.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -884282.437500 Penalty: 2877.534180
	Iteration 11Q: 3 clusters Score -884282.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -884317.000000 Penalty: 2877.534180
	Iteration 12Q: 3 clusters Score -884317 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -884342.812500 Penalty: 2877.534180
	Iteration 13Q: 3 clusters Score -884342.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -884362.187500 Penalty: 2877.534180
	Iteration 14Q: 3 clusters Score -884362.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -884379.875000 Penalty: 2877.534180
	Iteration 15Q: 3 clusters Score -884379.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -884392.000000 Penalty: 2877.534180
	Iteration 16Q: 3 clusters Score -884392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -884403.250000 Penalty: 2877.534180
	Iteration 17Q: 3 clusters Score -884403.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -884415.062500 Penalty: 2877.534180
	Iteration 18Q: 3 clusters Score -884415.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -884427.437500 Penalty: 2877.534180
	Iteration 19Q: 3 clusters Score -884427.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -884437.500000 Penalty: 2877.534180
	Iteration 20F: 3 clusters Score -884437.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -884444.500000 Penalty: 2877.534180
	Iteration 21Q: 3 clusters Score -884444.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -884449.187500 Penalty: 2877.534180
	Iteration 22Q: 3 clusters Score -884449.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -884454.687500 Penalty: 2877.534180
	Iteration 23Q: 3 clusters Score -884454.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -884459.062500 Penalty: 2877.534180
	Iteration 24Q: 3 clusters Score -884459.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -884462.562500 Penalty: 2877.534180
	Iteration 25Q: 3 clusters Score -884462.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -884464.625000 Penalty: 2877.534180
	Iteration 26Q: 3 clusters Score -884464.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -884466.937500 Penalty: 2877.534180
	Iteration 27Q: 3 clusters Score -884466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -884467.250000 Penalty: 2877.534180
	Iteration 28Q: 3 clusters Score -884467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -884469.187500 Penalty: 2877.534180
	Iteration 29Q: 3 clusters Score -884469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -884469.250000 Penalty: 2877.534180
	Iteration 30Q: 3 clusters Score -884469.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -884471.187500 Penalty: 2877.534180
	Iteration 31Q: 3 clusters Score -884471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -884473.062500 Penalty: 2877.534180
	Iteration 32Q: 3 clusters Score -884473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -884472.125000 Penalty: 2877.534180
	Iteration 33Q: 3 clusters Score -884472.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -884472.875000 Penalty: 2877.534180
	Iteration 34Q: 3 clusters Score -884472.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -884472.875000 Penalty: 2877.534180
	Iteration 35F: 3 clusters Score -884472.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Entering Unmasked Estep 
Score: -1159112.375000 Penalty: 1484.046753
	Iteration 0F: 2 clusters Score -1159112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1152449.875000 Penalty: 2968.093506
	Iteration 0F: 3 clusters Score -1152450 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1154810.625000 Penalty: 2968.093506
	Iteration 1F: 3 clusters Score -1154811 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1155141.625000 Penalty: 2968.093506
	Iteration 2F: 3 clusters Score -1155142 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1155521.125000 Penalty: 2968.093506
	Iteration 3F: 3 clusters Score -1155521 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1155920.250000 Penalty: 2968.093506
	Iteration 4F: 3 clusters Score -1155920 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1156284.750000 Penalty: 2968.093506
	Iteration 5F: 3 clusters Score -1156285 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1156595.250000 Penalty: 2968.093506
	Iteration 6F: 3 clusters Score -1156595 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1156836.000000 Penalty: 2968.093506
	Iteration 7Q: 3 clusters Score -1156836 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1157008.375000 Penalty: 2968.093506
	Iteration 8Q: 3 clusters Score -1157008 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1157117.250000 Penalty: 2968.093506
	Iteration 9Q: 3 clusters Score -1157117 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1157192.000000 Penalty: 2968.093506
	Iteration 10Q: 3 clusters Score -1157192 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1157240.500000 Penalty: 2968.093506
	Iteration 11Q: 3 clusters Score -1157240 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1157273.125000 Penalty: 2968.093506
	Iteration 12Q: 3 clusters Score -1157273 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1157300.875000 Penalty: 2968.093506
	Iteration 13Q: 3 clusters Score -1157301 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1157314.000000 Penalty: 2968.093506
	Iteration 14Q: 3 clusters Score -1157314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1157327.875000 Penalty: 2968.093506
	Iteration 15Q: 3 clusters Score -1157328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1157334.750000 Penalty: 2968.093506
	Iteration 16Q: 3 clusters Score -1157335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1157343.125000 Penalty: 2968.093506
	Iteration 17Q: 3 clusters Score -1157343 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1157349.250000 Penalty: 2968.093506
	Iteration 18Q: 3 clusters Score -1157349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1157355.000000 Penalty: 2968.093506
	Iteration 19Q: 3 clusters Score -1157355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1157358.875000 Penalty: 2968.093506
	Iteration 20F: 3 clusters Score -1157359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1157366.500000 Penalty: 2968.093506
	Iteration 21Q: 3 clusters Score -1157366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1157370.875000 Penalty: 2968.093506
	Iteration 22Q: 3 clusters Score -1157371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1157378.375000 Penalty: 2968.093506
	Iteration 23Q: 3 clusters Score -1157378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1157381.750000 Penalty: 2968.093506
	Iteration 24Q: 3 clusters Score -1157382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1157386.500000 Penalty: 2968.093506
	Iteration 25Q: 3 clusters Score -1157386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1157389.625000 Penalty: 2968.093506
	Iteration 26Q: 3 clusters Score -1157390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1157394.000000 Penalty: 2968.093506
	Iteration 27Q: 3 clusters Score -1157394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1157399.625000 Penalty: 2968.093506
	Iteration 28Q: 3 clusters Score -1157400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1157402.125000 Penalty: 2968.093506
	Iteration 29Q: 3 clusters Score -1157402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1157401.875000 Penalty: 2968.093506
	Iteration 30Q: 3 clusters Score -1157402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1157404.375000 Penalty: 2968.093506
	Iteration 31Q: 3 clusters Score -1157404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1157407.375000 Penalty: 2968.093506
	Iteration 32Q: 3 clusters Score -1157407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1157406.875000 Penalty: 2968.093506
	Iteration 33Q: 3 clusters Score -1157407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1157408.500000 Penalty: 2968.093506
	Iteration 34Q: 3 clusters Score -1157408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1157413.000000 Penalty: 2968.093506
	Iteration 35Q: 3 clusters Score -1157413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1157412.875000 Penalty: 2968.093506
	Iteration 36Q: 3 clusters Score -1157413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1157414.250000 Penalty: 2968.093506
	Iteration 37Q: 3 clusters Score -1157414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1157414.875000 Penalty: 2968.093506
	Iteration 38Q: 3 clusters Score -1157415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1157415.000000 Penalty: 2968.093506
	Iteration 39Q: 3 clusters Score -1157415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1157416.625000 Penalty: 2968.093506
	Iteration 40F: 3 clusters Score -1157417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1157418.750000 Penalty: 2968.093506
	Iteration 41Q: 3 clusters Score -1157419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1157417.125000 Penalty: 2968.093506
	Iteration 42Q: 3 clusters Score -1157417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1157416.875000 Penalty: 2968.093506
	Iteration 43Q: 3 clusters Score -1157417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1157418.250000 Penalty: 2968.093506
	Iteration 44Q: 3 clusters Score -1157418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1157417.875000 Penalty: 2968.093506
	Iteration 45Q: 3 clusters Score -1157418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1157418.375000 Penalty: 2968.093506
	Iteration 46Q: 3 clusters Score -1157418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1157418.875000 Penalty: 2968.093506
	Iteration 47Q: 3 clusters Score -1157419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1157418.375000 Penalty: 2968.093506
	Iteration 48Q: 3 clusters Score -1157418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1157418.375000 Penalty: 2968.093506
	Iteration 49F: 3 clusters Score -1157418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Entering Unmasked Estep 
Score: -5404860.500000 Penalty: 1731.609497
	Iteration 0F: 2 clusters Score -5404860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -5376515.000000 Penalty: 3463.218994
	Iteration 0F: 3 clusters Score -5376515 nChanged 19697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -5387716.500000 Penalty: 3463.218994
	Iteration 1F: 3 clusters Score -5387716 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -5388369.500000 Penalty: 3463.218994
	Iteration 2Q: 3 clusters Score -5388370 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -5389155.500000 Penalty: 3463.218994
	Iteration 3Q: 3 clusters Score -5389156 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -5390248.500000 Penalty: 3463.218994
	Iteration 4F: 3 clusters Score -5390248 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -5391813.000000 Penalty: 3463.218994
	Iteration 5F: 3 clusters Score -5391813 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -5393932.000000 Penalty: 3463.218994
	Iteration 6F: 3 clusters Score -5393932 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -5396322.500000 Penalty: 3463.218994
	Iteration 7F: 3 clusters Score -5396322 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -5398333.500000 Penalty: 3463.218994
	Iteration 8F: 3 clusters Score -5398334 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -5399841.000000 Penalty: 3463.218994
	Iteration 9Q: 3 clusters Score -5399841 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -5400823.500000 Penalty: 3463.218994
	Iteration 10Q: 3 clusters Score -5400824 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -5401378.500000 Penalty: 3463.218994
	Iteration 11Q: 3 clusters Score -5401378 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -5401819.000000 Penalty: 3463.218994
	Iteration 12Q: 3 clusters Score -5401819 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -5402219.500000 Penalty: 3463.218994
	Iteration 13Q: 3 clusters Score -5402220 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -5402510.000000 Penalty: 3463.218994
	Iteration 14Q: 3 clusters Score -5402510 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -5402756.500000 Penalty: 3463.218994
	Iteration 15Q: 3 clusters Score -5402756 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -5402918.000000 Penalty: 3463.218994
	Iteration 16Q: 3 clusters Score -5402918 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -5403013.000000 Penalty: 3463.218994
	Iteration 17Q: 3 clusters Score -5403013 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5403092.500000 Penalty: 3463.218994
	Iteration 18Q: 3 clusters Score -5403092 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -5403139.000000 Penalty: 3463.218994
	Iteration 19Q: 3 clusters Score -5403139 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -5403183.000000 Penalty: 3463.218994
	Iteration 20F: 3 clusters Score -5403183 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -5403203.500000 Penalty: 3463.218994
	Iteration 21Q: 3 clusters Score -5403204 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5403229.000000 Penalty: 3463.218994
	Iteration 22Q: 3 clusters Score -5403229 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -5403262.500000 Penalty: 3463.218994
	Iteration 23Q: 3 clusters Score -5403262 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5403273.500000 Penalty: 3463.218994
	Iteration 24Q: 3 clusters Score -5403274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -5403272.000000 Penalty: 3463.218994
	Iteration 25Q: 3 clusters Score -5403272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5403275.500000 Penalty: 3463.218994
	Iteration 26Q: 3 clusters Score -5403276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -5403280.500000 Penalty: 3463.218994
	Iteration 27Q: 3 clusters Score -5403280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5403280.000000 Penalty: 3463.218994
	Iteration 28Q: 3 clusters Score -5403280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -5403281.000000 Penalty: 3463.218994
	Iteration 29Q: 3 clusters Score -5403281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5403286.500000 Penalty: 3463.218994
	Iteration 30Q: 3 clusters Score -5403286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5403300.500000 Penalty: 3463.218994
	Iteration 31Q: 3 clusters Score -5403300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5403305.500000 Penalty: 3463.218994
	Iteration 32Q: 3 clusters Score -5403306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5403318.500000 Penalty: 3463.218994
	Iteration 33Q: 3 clusters Score -5403318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5403314.500000 Penalty: 3463.218994
	Iteration 34Q: 3 clusters Score -5403314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -5403326.500000 Penalty: 3463.218994
	Iteration 35Q: 3 clusters Score -5403326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5403332.000000 Penalty: 3463.218994
	Iteration 36Q: 3 clusters Score -5403332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -5403332.500000 Penalty: 3463.218994
	Iteration 37Q: 3 clusters Score -5403332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -5403335.000000 Penalty: 3463.218994
	Iteration 38Q: 3 clusters Score -5403335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5403333.500000 Penalty: 3463.218994
	Iteration 39Q: 3 clusters Score -5403334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5403342.500000 Penalty: 3463.218994
	Iteration 40F: 3 clusters Score -5403342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -5403335.000000 Penalty: 3463.218994
	Iteration 41Q: 3 clusters Score -5403335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -5403351.500000 Penalty: 3463.218994
	Iteration 42Q: 3 clusters Score -5403352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5403353.000000 Penalty: 3463.218994
	Iteration 43Q: 3 clusters Score -5403353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -5403356.000000 Penalty: 3463.218994
	Iteration 44Q: 3 clusters Score -5403356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5403363.000000 Penalty: 3463.218994
	Iteration 45Q: 3 clusters Score -5403363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5403353.000000 Penalty: 3463.218994
	Iteration 46Q: 3 clusters Score -5403353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5403354.000000 Penalty: 3463.218994
	Iteration 47Q: 3 clusters Score -5403354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5403350.500000 Penalty: 3463.218994
	Iteration 48Q: 3 clusters Score -5403350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -5403349.500000 Penalty: 3463.218994
	Iteration 49Q: 3 clusters Score -5403350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5403351.000000 Penalty: 3463.218994
	Iteration 50Q: 3 clusters Score -5403351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5403351.000000 Penalty: 3463.218994
	Iteration 51F: 3 clusters Score -5403351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -172618.656250 Penalty: 1180.859497
	Iteration 0F: 2 clusters Score -172618.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -170902.718750 Penalty: 2361.718994
	Iteration 0F: 3 clusters Score -170902.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -171294.656250 Penalty: 2361.718994
	Iteration 1F: 3 clusters Score -171294.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -171394.656250 Penalty: 2361.718994
	Iteration 2F: 3 clusters Score -171394.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -171457.078125 Penalty: 2361.718994
	Iteration 3Q: 3 clusters Score -171457.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -171501.359375 Penalty: 2361.718994
	Iteration 4Q: 3 clusters Score -171501.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -171542.656250 Penalty: 2361.718994
	Iteration 5Q: 3 clusters Score -171542.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -171583.984375 Penalty: 2361.718994
	Iteration 6Q: 3 clusters Score -171584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -171624.890625 Penalty: 2361.718994
	Iteration 7Q: 3 clusters Score -171624.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -171675.062500 Penalty: 2361.718994
	Iteration 8Q: 3 clusters Score -171675.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -171707.109375 Penalty: 2361.718994
	Iteration 9Q: 3 clusters Score -171707.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -171722.437500 Penalty: 2361.718994
	Iteration 10Q: 3 clusters Score -171722.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -171737.421875 Penalty: 2361.718994
	Iteration 11Q: 3 clusters Score -171737.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -171746.046875 Penalty: 2361.718994
	Iteration 12Q: 3 clusters Score -171746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -171752.343750 Penalty: 2361.718994
	Iteration 13Q: 3 clusters Score -171752.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -171755.468750 Penalty: 2361.718994
	Iteration 14Q: 3 clusters Score -171755.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -171758.703125 Penalty: 2361.718994
	Iteration 15Q: 3 clusters Score -171758.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -171759.328125 Penalty: 2361.718994
	Iteration 16Q: 3 clusters Score -171759.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -171759.328125 Penalty: 2361.718994
	Iteration 17F: 3 clusters Score -171759.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Entering Unmasked Estep 
Score: -808804.562500 Penalty: 1424.842773
	Iteration 0F: 2 clusters Score -808804.6 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 3157 members 
Entering Unmasked Estep 
Score: -803941.000000 Penalty: 2849.685547
	Iteration 0F: 3 clusters Score -803941 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -805384.062500 Penalty: 2849.685547
	Iteration 1F: 3 clusters Score -805384.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -805640.625000 Penalty: 2849.685547
	Iteration 2F: 3 clusters Score -805640.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -805816.625000 Penalty: 2849.685547
	Iteration 3F: 3 clusters Score -805816.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -805932.750000 Penalty: 2849.685547
	Iteration 4Q: 3 clusters Score -805932.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -806024.562500 Penalty: 2849.685547
	Iteration 5Q: 3 clusters Score -806024.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -806107.375000 Penalty: 2849.685547
	Iteration 6Q: 3 clusters Score -806107.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -806192.125000 Penalty: 2849.685547
	Iteration 7Q: 3 clusters Score -806192.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -806282.687500 Penalty: 2849.685547
	Iteration 8Q: 3 clusters Score -806282.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -806408.750000 Penalty: 2849.685547
	Iteration 9Q: 3 clusters Score -806408.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -806576.750000 Penalty: 2849.685547
	Iteration 10Q: 3 clusters Score -806576.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -806763.437500 Penalty: 2849.685547
	Iteration 11Q: 3 clusters Score -806763.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -806968.312500 Penalty: 2849.685547
	Iteration 12Q: 3 clusters Score -806968.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -807171.187500 Penalty: 2849.685547
	Iteration 13Q: 3 clusters Score -807171.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -807345.812500 Penalty: 2849.685547
	Iteration 14Q: 3 clusters Score -807345.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -807502.437500 Penalty: 2849.685547
	Iteration 15Q: 3 clusters Score -807502.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -807603.937500 Penalty: 2849.685547
	Iteration 16Q: 3 clusters Score -807603.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -807668.187500 Penalty: 2849.685547
	Iteration 17Q: 3 clusters Score -807668.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -807711.250000 Penalty: 2849.685547
	Iteration 18Q: 3 clusters Score -807711.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -807744.875000 Penalty: 2849.685547
	Iteration 19Q: 3 clusters Score -807744.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -807768.125000 Penalty: 2849.685547
	Iteration 20F: 3 clusters Score -807768.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -807800.625000 Penalty: 2849.685547
	Iteration 21Q: 3 clusters Score -807800.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -807834.000000 Penalty: 2849.685547
	Iteration 22Q: 3 clusters Score -807834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -807853.375000 Penalty: 2849.685547
	Iteration 23Q: 3 clusters Score -807853.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -807879.625000 Penalty: 2849.685547
	Iteration 24Q: 3 clusters Score -807879.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -807909.187500 Penalty: 2849.685547
	Iteration 25Q: 3 clusters Score -807909.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -807921.500000 Penalty: 2849.685547
	Iteration 26Q: 3 clusters Score -807921.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -807927.750000 Penalty: 2849.685547
	Iteration 27Q: 3 clusters Score -807927.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -807938.312500 Penalty: 2849.685547
	Iteration 28Q: 3 clusters Score -807938.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -807943.562500 Penalty: 2849.685547
	Iteration 29Q: 3 clusters Score -807943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -807948.312500 Penalty: 2849.685547
	Iteration 30Q: 3 clusters Score -807948.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -807953.687500 Penalty: 2849.685547
	Iteration 31Q: 3 clusters Score -807953.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -807958.125000 Penalty: 2849.685547
	Iteration 32Q: 3 clusters Score -807958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -807958.125000 Penalty: 2849.685547
	Iteration 33F: 3 clusters Score -807958.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Entering Unmasked Estep 
Score: -621907.187500 Penalty: 1396.158325
	Iteration 0F: 2 clusters Score -621907.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -617677.187500 Penalty: 2792.316650
	Iteration 0F: 3 clusters Score -617677.2 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -619016.500000 Penalty: 2792.316650
	Iteration 1F: 3 clusters Score -619016.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -619383.875000 Penalty: 2792.316650
	Iteration 2F: 3 clusters Score -619383.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -619669.250000 Penalty: 2792.316650
	Iteration 3F: 3 clusters Score -619669.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -619886.375000 Penalty: 2792.316650
	Iteration 4F: 3 clusters Score -619886.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -620041.187500 Penalty: 2792.316650
	Iteration 5Q: 3 clusters Score -620041.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -620180.312500 Penalty: 2792.316650
	Iteration 6Q: 3 clusters Score -620180.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -620314.562500 Penalty: 2792.316650
	Iteration 7Q: 3 clusters Score -620314.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -620446.250000 Penalty: 2792.316650
	Iteration 8Q: 3 clusters Score -620446.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -620590.937500 Penalty: 2792.316650
	Iteration 9Q: 3 clusters Score -620590.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -620722.062500 Penalty: 2792.316650
	Iteration 10Q: 3 clusters Score -620722.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -620846.062500 Penalty: 2792.316650
	Iteration 11Q: 3 clusters Score -620846.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -620937.750000 Penalty: 2792.316650
	Iteration 12Q: 3 clusters Score -620937.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -621011.250000 Penalty: 2792.316650
	Iteration 13Q: 3 clusters Score -621011.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -621098.937500 Penalty: 2792.316650
	Iteration 14Q: 3 clusters Score -621098.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -621158.187500 Penalty: 2792.316650
	Iteration 15Q: 3 clusters Score -621158.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -621197.687500 Penalty: 2792.316650
	Iteration 16Q: 3 clusters Score -621197.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -621230.750000 Penalty: 2792.316650
	Iteration 17Q: 3 clusters Score -621230.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -621245.562500 Penalty: 2792.316650
	Iteration 18Q: 3 clusters Score -621245.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -621259.125000 Penalty: 2792.316650
	Iteration 19Q: 3 clusters Score -621259.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -621270.000000 Penalty: 2792.316650
	Iteration 20F: 3 clusters Score -621270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -621277.375000 Penalty: 2792.316650
	Iteration 21Q: 3 clusters Score -621277.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -621284.250000 Penalty: 2792.316650
	Iteration 22Q: 3 clusters Score -621284.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -621294.250000 Penalty: 2792.316650
	Iteration 23Q: 3 clusters Score -621294.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -621296.250000 Penalty: 2792.316650
	Iteration 24Q: 3 clusters Score -621296.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -621303.437500 Penalty: 2792.316650
	Iteration 25Q: 3 clusters Score -621303.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -621307.500000 Penalty: 2792.316650
	Iteration 26Q: 3 clusters Score -621307.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -621312.437500 Penalty: 2792.316650
	Iteration 27Q: 3 clusters Score -621312.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -621314.812500 Penalty: 2792.316650
	Iteration 28Q: 3 clusters Score -621314.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -621318.750000 Penalty: 2792.316650
	Iteration 29Q: 3 clusters Score -621318.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -621321.437500 Penalty: 2792.316650
	Iteration 30Q: 3 clusters Score -621321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -621320.437500 Penalty: 2792.316650
	Iteration 31Q: 3 clusters Score -621320.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -621321.687500 Penalty: 2792.316650
	Iteration 32Q: 3 clusters Score -621321.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -621321.250000 Penalty: 2792.316650
	Iteration 33Q: 3 clusters Score -621321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -621321.312500 Penalty: 2792.316650
	Iteration 34Q: 3 clusters Score -621321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -621321.875000 Penalty: 2792.316650
	Iteration 35Q: 3 clusters Score -621321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -621321.875000 Penalty: 2792.316650
	Iteration 36Q: 3 clusters Score -621321.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -621321.875000 Penalty: 2792.316650
	Iteration 37F: 3 clusters Score -621321.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Entering Unmasked Estep 
Score: -3396181.250000 Penalty: 1653.815186
	Iteration 0F: 2 clusters Score -3396181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3378542.000000 Penalty: 3307.630371
	Iteration 0F: 3 clusters Score -3378542 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -3385129.000000 Penalty: 3307.630371
	Iteration 1F: 3 clusters Score -3385129 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3385718.750000 Penalty: 3307.630371
	Iteration 2F: 3 clusters Score -3385719 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3386554.000000 Penalty: 3307.630371
	Iteration 3F: 3 clusters Score -3386554 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3387683.000000 Penalty: 3307.630371
	Iteration 4F: 3 clusters Score -3387683 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3389227.000000 Penalty: 3307.630371
	Iteration 5F: 3 clusters Score -3389227 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3390927.750000 Penalty: 3307.630371
	Iteration 6F: 3 clusters Score -3390928 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3392445.500000 Penalty: 3307.630371
	Iteration 7F: 3 clusters Score -3392446 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3393589.750000 Penalty: 3307.630371
	Iteration 8Q: 3 clusters Score -3393590 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3394291.500000 Penalty: 3307.630371
	Iteration 9Q: 3 clusters Score -3394292 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3394649.500000 Penalty: 3307.630371
	Iteration 10Q: 3 clusters Score -3394650 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3394823.500000 Penalty: 3307.630371
	Iteration 11Q: 3 clusters Score -3394824 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3394897.750000 Penalty: 3307.630371
	Iteration 12Q: 3 clusters Score -3394898 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3394951.750000 Penalty: 3307.630371
	Iteration 13Q: 3 clusters Score -3394952 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3394992.250000 Penalty: 3307.630371
	Iteration 14Q: 3 clusters Score -3394992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3395018.000000 Penalty: 3307.630371
	Iteration 15Q: 3 clusters Score -3395018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3395033.000000 Penalty: 3307.630371
	Iteration 16Q: 3 clusters Score -3395033 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3395050.500000 Penalty: 3307.630371
	Iteration 17Q: 3 clusters Score -3395050 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3395077.750000 Penalty: 3307.630371
	Iteration 18Q: 3 clusters Score -3395078 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3395105.500000 Penalty: 3307.630371
	Iteration 19Q: 3 clusters Score -3395106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3395117.000000 Penalty: 3307.630371
	Iteration 20F: 3 clusters Score -3395117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3395124.250000 Penalty: 3307.630371
	Iteration 21Q: 3 clusters Score -3395124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3395135.250000 Penalty: 3307.630371
	Iteration 22Q: 3 clusters Score -3395135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3395141.000000 Penalty: 3307.630371
	Iteration 23Q: 3 clusters Score -3395141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3395151.250000 Penalty: 3307.630371
	Iteration 24Q: 3 clusters Score -3395151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3395154.500000 Penalty: 3307.630371
	Iteration 25Q: 3 clusters Score -3395154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3395152.500000 Penalty: 3307.630371
	Iteration 26Q: 3 clusters Score -3395152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3395161.250000 Penalty: 3307.630371
	Iteration 27Q: 3 clusters Score -3395161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3395163.000000 Penalty: 3307.630371
	Iteration 28Q: 3 clusters Score -3395163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3395164.500000 Penalty: 3307.630371
	Iteration 29Q: 3 clusters Score -3395164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3395166.000000 Penalty: 3307.630371
	Iteration 30Q: 3 clusters Score -3395166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3395168.500000 Penalty: 3307.630371
	Iteration 31Q: 3 clusters Score -3395168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3395180.250000 Penalty: 3307.630371
	Iteration 32Q: 3 clusters Score -3395180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3395178.250000 Penalty: 3307.630371
	Iteration 33Q: 3 clusters Score -3395178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3395174.250000 Penalty: 3307.630371
	Iteration 34Q: 3 clusters Score -3395174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3395173.500000 Penalty: 3307.630371
	Iteration 35Q: 3 clusters Score -3395174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3395174.250000 Penalty: 3307.630371
	Iteration 36Q: 3 clusters Score -3395174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3395175.500000 Penalty: 3307.630371
	Iteration 37Q: 3 clusters Score -3395176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3395177.000000 Penalty: 3307.630371
	Iteration 38Q: 3 clusters Score -3395177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3395177.000000 Penalty: 3307.630371
	Iteration 39F: 3 clusters Score -3395177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Entering Unmasked Estep 
Score: -2984659.500000 Penalty: 1634.210571
	Iteration 0F: 2 clusters Score -2984660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2968794.250000 Penalty: 3268.421143
	Iteration 0F: 3 clusters Score -2968794 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2974907.500000 Penalty: 3268.421143
	Iteration 1F: 3 clusters Score -2974908 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2975392.750000 Penalty: 3268.421143
	Iteration 2F: 3 clusters Score -2975393 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2975985.750000 Penalty: 3268.421143
	Iteration 3F: 3 clusters Score -2975986 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2976762.750000 Penalty: 3268.421143
	Iteration 4F: 3 clusters Score -2976763 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2977877.250000 Penalty: 3268.421143
	Iteration 5F: 3 clusters Score -2977877 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2979259.000000 Penalty: 3268.421143
	Iteration 6F: 3 clusters Score -2979259 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2980680.250000 Penalty: 3268.421143
	Iteration 7F: 3 clusters Score -2980680 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2981774.000000 Penalty: 3268.421143
	Iteration 8F: 3 clusters Score -2981774 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2982464.750000 Penalty: 3268.421143
	Iteration 9Q: 3 clusters Score -2982465 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2982801.750000 Penalty: 3268.421143
	Iteration 10Q: 3 clusters Score -2982802 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2982964.250000 Penalty: 3268.421143
	Iteration 11Q: 3 clusters Score -2982964 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2983071.250000 Penalty: 3268.421143
	Iteration 12Q: 3 clusters Score -2983071 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2983128.500000 Penalty: 3268.421143
	Iteration 13Q: 3 clusters Score -2983128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2983161.000000 Penalty: 3268.421143
	Iteration 14Q: 3 clusters Score -2983161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2983201.750000 Penalty: 3268.421143
	Iteration 15Q: 3 clusters Score -2983202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2983217.250000 Penalty: 3268.421143
	Iteration 16Q: 3 clusters Score -2983217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2983222.250000 Penalty: 3268.421143
	Iteration 17Q: 3 clusters Score -2983222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2983230.250000 Penalty: 3268.421143
	Iteration 18Q: 3 clusters Score -2983230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2983230.000000 Penalty: 3268.421143
	Iteration 19Q: 3 clusters Score -2983230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2983230.000000 Penalty: 3268.421143
	Iteration 20F: 3 clusters Score -2983230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (118594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118594 members 
Entering Unmasked Estep 
Score: -15158051.000000 Penalty: 1898.562500
	Iteration 0F: 2 clusters Score -1.515805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -15079764.000000 Penalty: 3797.125000
	Iteration 0F: 3 clusters Score -1.507976e+07 nChanged 56855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -15112974.000000 Penalty: 3797.125000
	Iteration 1F: 3 clusters Score -1.511297e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -15114029.000000 Penalty: 3797.125000
	Iteration 2Q: 3 clusters Score -1.511403e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -15115745.000000 Penalty: 3797.125000
	Iteration 3Q: 3 clusters Score -1.511574e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -15118498.000000 Penalty: 3797.125000
	Iteration 4F: 3 clusters Score -1.51185e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -15122641.000000 Penalty: 3797.125000
	Iteration 5F: 3 clusters Score -1.512264e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -15127941.000000 Penalty: 3797.125000
	Iteration 6F: 3 clusters Score -1.512794e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95309 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -15133892.000000 Penalty: 3797.125000
	Iteration 7F: 3 clusters Score -1.513389e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -15139778.000000 Penalty: 3797.125000
	Iteration 8F: 3 clusters Score -1.513978e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108196 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -15144777.000000 Penalty: 3797.125000
	Iteration 9Q: 3 clusters Score -1.514478e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112384 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -15150114.000000 Penalty: 3797.125000
	Iteration 10Q: 3 clusters Score -1.515011e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115386 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -15153671.000000 Penalty: 3797.125000
	Iteration 11Q: 3 clusters Score -1.515367e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117138 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -15155256.000000 Penalty: 3797.125000
	Iteration 12Q: 3 clusters Score -1.515526e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117910 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -15155855.000000 Penalty: 3797.125000
	Iteration 13Q: 3 clusters Score -1.515586e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118192 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -15156085.000000 Penalty: 3797.125000
	Iteration 14Q: 3 clusters Score -1.515608e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118312 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -15156186.000000 Penalty: 3797.125000
	Iteration 15Q: 3 clusters Score -1.515619e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118369 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15156265.000000 Penalty: 3797.125000
	Iteration 16Q: 3 clusters Score -1.515626e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118394 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15156305.000000 Penalty: 3797.125000
	Iteration 17Q: 3 clusters Score -1.51563e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118404 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15156339.000000 Penalty: 3797.125000
	Iteration 18Q: 3 clusters Score -1.515634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118408 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15156358.000000 Penalty: 3797.125000
	Iteration 19Q: 3 clusters Score -1.515636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118415 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15156383.000000 Penalty: 3797.125000
	Iteration 20F: 3 clusters Score -1.515638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118419 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15156391.000000 Penalty: 3797.125000
	Iteration 21Q: 3 clusters Score -1.515639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118422 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15156399.000000 Penalty: 3797.125000
	Iteration 22Q: 3 clusters Score -1.51564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118427 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15156406.000000 Penalty: 3797.125000
	Iteration 23Q: 3 clusters Score -1.515641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118429 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15156423.000000 Penalty: 3797.125000
	Iteration 24Q: 3 clusters Score -1.515642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118430 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15156432.000000 Penalty: 3797.125000
	Iteration 25Q: 3 clusters Score -1.515643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118430 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15156432.000000 Penalty: 3797.125000
	Iteration 26F: 3 clusters Score -1.515643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Entering Unmasked Estep 
Score: -605520.250000 Penalty: 1393.082764
	Iteration 0F: 2 clusters Score -605520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -601481.250000 Penalty: 2786.165527
	Iteration 0F: 3 clusters Score -601481.2 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -602802.812500 Penalty: 2786.165527
	Iteration 1F: 3 clusters Score -602802.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -603182.625000 Penalty: 2786.165527
	Iteration 2F: 3 clusters Score -603182.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -603504.812500 Penalty: 2786.165527
	Iteration 3F: 3 clusters Score -603504.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -603731.437500 Penalty: 2786.165527
	Iteration 4F: 3 clusters Score -603731.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -603904.187500 Penalty: 2786.165527
	Iteration 5F: 3 clusters Score -603904.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -604058.500000 Penalty: 2786.165527
	Iteration 6Q: 3 clusters Score -604058.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -604204.937500 Penalty: 2786.165527
	Iteration 7Q: 3 clusters Score -604204.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -604348.062500 Penalty: 2786.165527
	Iteration 8Q: 3 clusters Score -604348.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -604479.125000 Penalty: 2786.165527
	Iteration 9Q: 3 clusters Score -604479.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -604602.250000 Penalty: 2786.165527
	Iteration 10Q: 3 clusters Score -604602.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -604679.125000 Penalty: 2786.165527
	Iteration 11Q: 3 clusters Score -604679.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -604749.437500 Penalty: 2786.165527
	Iteration 12Q: 3 clusters Score -604749.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -604799.625000 Penalty: 2786.165527
	Iteration 13Q: 3 clusters Score -604799.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -604834.187500 Penalty: 2786.165527
	Iteration 14Q: 3 clusters Score -604834.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -604868.062500 Penalty: 2786.165527
	Iteration 15Q: 3 clusters Score -604868.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -604899.187500 Penalty: 2786.165527
	Iteration 16Q: 3 clusters Score -604899.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -604928.687500 Penalty: 2786.165527
	Iteration 17Q: 3 clusters Score -604928.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -604953.937500 Penalty: 2786.165527
	Iteration 18Q: 3 clusters Score -604953.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -604974.875000 Penalty: 2786.165527
	Iteration 19Q: 3 clusters Score -604974.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -604987.187500 Penalty: 2786.165527
	Iteration 20F: 3 clusters Score -604987.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -604997.250000 Penalty: 2786.165527
	Iteration 21Q: 3 clusters Score -604997.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -605002.125000 Penalty: 2786.165527
	Iteration 22Q: 3 clusters Score -605002.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -605006.687500 Penalty: 2786.165527
	Iteration 23Q: 3 clusters Score -605006.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -605009.750000 Penalty: 2786.165527
	Iteration 24Q: 3 clusters Score -605009.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -605015.437500 Penalty: 2786.165527
	Iteration 25Q: 3 clusters Score -605015.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -605019.312500 Penalty: 2786.165527
	Iteration 26Q: 3 clusters Score -605019.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -605023.437500 Penalty: 2786.165527
	Iteration 27Q: 3 clusters Score -605023.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -605025.750000 Penalty: 2786.165527
	Iteration 28Q: 3 clusters Score -605025.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -605027.750000 Penalty: 2786.165527
	Iteration 29Q: 3 clusters Score -605027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -605026.812500 Penalty: 2786.165527
	Iteration 30Q: 3 clusters Score -605026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -605026.812500 Penalty: 2786.165527
	Iteration 31F: 3 clusters Score -605026.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Entering Unmasked Estep 
Score: -571004.375000 Penalty: 1367.859009
	Iteration 0F: 2 clusters Score -571004.4 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 2311 members 
Entering Unmasked Estep 
Score: -567325.562500 Penalty: 2735.718018
	Iteration 0F: 3 clusters Score -567325.6 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -568408.500000 Penalty: 2735.718018
	Iteration 1F: 3 clusters Score -568408.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -568619.750000 Penalty: 2735.718018
	Iteration 2F: 3 clusters Score -568619.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -568767.062500 Penalty: 2735.718018
	Iteration 3F: 3 clusters Score -568767.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -568885.687500 Penalty: 2735.718018
	Iteration 4Q: 3 clusters Score -568885.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -568978.562500 Penalty: 2735.718018
	Iteration 5Q: 3 clusters Score -568978.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -569068.750000 Penalty: 2735.718018
	Iteration 6Q: 3 clusters Score -569068.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -569149.125000 Penalty: 2735.718018
	Iteration 7Q: 3 clusters Score -569149.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -569231.812500 Penalty: 2735.718018
	Iteration 8Q: 3 clusters Score -569231.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -569321.187500 Penalty: 2735.718018
	Iteration 9Q: 3 clusters Score -569321.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -569405.000000 Penalty: 2735.718018
	Iteration 10Q: 3 clusters Score -569405 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -569471.062500 Penalty: 2735.718018
	Iteration 11Q: 3 clusters Score -569471.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -569517.437500 Penalty: 2735.718018
	Iteration 12Q: 3 clusters Score -569517.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -569564.437500 Penalty: 2735.718018
	Iteration 13Q: 3 clusters Score -569564.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -569600.125000 Penalty: 2735.718018
	Iteration 14Q: 3 clusters Score -569600.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -569632.875000 Penalty: 2735.718018
	Iteration 15Q: 3 clusters Score -569632.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -569664.687500 Penalty: 2735.718018
	Iteration 16Q: 3 clusters Score -569664.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -569686.187500 Penalty: 2735.718018
	Iteration 17Q: 3 clusters Score -569686.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -569702.187500 Penalty: 2735.718018
	Iteration 18Q: 3 clusters Score -569702.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -569714.500000 Penalty: 2735.718018
	Iteration 19Q: 3 clusters Score -569714.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -569721.375000 Penalty: 2735.718018
	Iteration 20F: 3 clusters Score -569721.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -569727.250000 Penalty: 2735.718018
	Iteration 21Q: 3 clusters Score -569727.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -569730.875000 Penalty: 2735.718018
	Iteration 22Q: 3 clusters Score -569730.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -569734.250000 Penalty: 2735.718018
	Iteration 23Q: 3 clusters Score -569734.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -569739.500000 Penalty: 2735.718018
	Iteration 24Q: 3 clusters Score -569739.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -569748.187500 Penalty: 2735.718018
	Iteration 25Q: 3 clusters Score -569748.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -569750.937500 Penalty: 2735.718018
	Iteration 26Q: 3 clusters Score -569750.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -569755.312500 Penalty: 2735.718018
	Iteration 27Q: 3 clusters Score -569755.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -569759.062500 Penalty: 2735.718018
	Iteration 28Q: 3 clusters Score -569759.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -569762.500000 Penalty: 2735.718018
	Iteration 29Q: 3 clusters Score -569762.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -569766.000000 Penalty: 2735.718018
	Iteration 30Q: 3 clusters Score -569766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -569768.125000 Penalty: 2735.718018
	Iteration 31Q: 3 clusters Score -569768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -569770.562500 Penalty: 2735.718018
	Iteration 32Q: 3 clusters Score -569770.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -569771.562500 Penalty: 2735.718018
	Iteration 33Q: 3 clusters Score -569771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -569773.562500 Penalty: 2735.718018
	Iteration 34Q: 3 clusters Score -569773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -569774.750000 Penalty: 2735.718018
	Iteration 35Q: 3 clusters Score -569774.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -569779.312500 Penalty: 2735.718018
	Iteration 36Q: 3 clusters Score -569779.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -569785.000000 Penalty: 2735.718018
	Iteration 37Q: 3 clusters Score -569785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -569791.187500 Penalty: 2735.718018
	Iteration 38Q: 3 clusters Score -569791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -569795.562500 Penalty: 2735.718018
	Iteration 39Q: 3 clusters Score -569795.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -569805.500000 Penalty: 2735.718018
	Iteration 40F: 3 clusters Score -569805.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -569814.187500 Penalty: 2735.718018
	Iteration 41Q: 3 clusters Score -569814.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -569821.250000 Penalty: 2735.718018
	Iteration 42Q: 3 clusters Score -569821.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -569827.750000 Penalty: 2735.718018
	Iteration 43Q: 3 clusters Score -569827.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -569833.125000 Penalty: 2735.718018
	Iteration 44Q: 3 clusters Score -569833.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -569836.187500 Penalty: 2735.718018
	Iteration 45Q: 3 clusters Score -569836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -569836.500000 Penalty: 2735.718018
	Iteration 46Q: 3 clusters Score -569836.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -569838.375000 Penalty: 2735.718018
	Iteration 47Q: 3 clusters Score -569838.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -569841.437500 Penalty: 2735.718018
	Iteration 48Q: 3 clusters Score -569841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -569842.937500 Penalty: 2735.718018
	Iteration 49Q: 3 clusters Score -569842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -569844.000000 Penalty: 2735.718018
	Iteration 50Q: 3 clusters Score -569844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -569845.937500 Penalty: 2735.718018
	Iteration 51Q: 3 clusters Score -569845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -569847.000000 Penalty: 2735.718018
	Iteration 52Q: 3 clusters Score -569847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -569847.687500 Penalty: 2735.718018
	Iteration 53Q: 3 clusters Score -569847.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -569847.687500 Penalty: 2735.718018
	Iteration 54F: 3 clusters Score -569847.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Entering Unmasked Estep 
Score: -501942.656250 Penalty: 1353.137573
	Iteration 0F: 2 clusters Score -501942.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -498539.093750 Penalty: 2706.275146
	Iteration 0F: 3 clusters Score -498539.1 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -499522.812500 Penalty: 2706.275146
	Iteration 1F: 3 clusters Score -499522.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -499804.750000 Penalty: 2706.275146
	Iteration 2F: 3 clusters Score -499804.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -500064.968750 Penalty: 2706.275146
	Iteration 3F: 3 clusters Score -500065 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -500300.875000 Penalty: 2706.275146
	Iteration 4F: 3 clusters Score -500300.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -500505.500000 Penalty: 2706.275146
	Iteration 5F: 3 clusters Score -500505.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -500687.062500 Penalty: 2706.275146
	Iteration 6F: 3 clusters Score -500687.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -500875.562500 Penalty: 2706.275146
	Iteration 7F: 3 clusters Score -500875.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -500988.343750 Penalty: 2706.275146
	Iteration 8Q: 3 clusters Score -500988.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -501081.750000 Penalty: 2706.275146
	Iteration 9Q: 3 clusters Score -501081.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -501152.531250 Penalty: 2706.275146
	Iteration 10Q: 3 clusters Score -501152.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -501202.156250 Penalty: 2706.275146
	Iteration 11Q: 3 clusters Score -501202.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -501225.593750 Penalty: 2706.275146
	Iteration 12Q: 3 clusters Score -501225.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -501243.937500 Penalty: 2706.275146
	Iteration 13Q: 3 clusters Score -501243.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -501258.187500 Penalty: 2706.275146
	Iteration 14Q: 3 clusters Score -501258.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -501266.281250 Penalty: 2706.275146
	Iteration 15Q: 3 clusters Score -501266.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -501274.375000 Penalty: 2706.275146
	Iteration 16Q: 3 clusters Score -501274.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -501281.093750 Penalty: 2706.275146
	Iteration 17Q: 3 clusters Score -501281.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -501288.593750 Penalty: 2706.275146
	Iteration 18Q: 3 clusters Score -501288.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -501299.031250 Penalty: 2706.275146
	Iteration 19Q: 3 clusters Score -501299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -501311.875000 Penalty: 2706.275146
	Iteration 20F: 3 clusters Score -501311.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -501330.062500 Penalty: 2706.275146
	Iteration 21Q: 3 clusters Score -501330.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -501350.437500 Penalty: 2706.275146
	Iteration 22Q: 3 clusters Score -501350.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -501375.156250 Penalty: 2706.275146
	Iteration 23Q: 3 clusters Score -501375.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -501406.093750 Penalty: 2706.275146
	Iteration 24Q: 3 clusters Score -501406.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -501427.625000 Penalty: 2706.275146
	Iteration 25Q: 3 clusters Score -501427.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -501443.312500 Penalty: 2706.275146
	Iteration 26Q: 3 clusters Score -501443.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -501454.375000 Penalty: 2706.275146
	Iteration 27Q: 3 clusters Score -501454.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -501463.093750 Penalty: 2706.275146
	Iteration 28Q: 3 clusters Score -501463.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -501469.718750 Penalty: 2706.275146
	Iteration 29Q: 3 clusters Score -501469.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -501473.406250 Penalty: 2706.275146
	Iteration 30Q: 3 clusters Score -501473.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -501474.812500 Penalty: 2706.275146
	Iteration 31Q: 3 clusters Score -501474.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -501476.718750 Penalty: 2706.275146
	Iteration 32Q: 3 clusters Score -501476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -501477.718750 Penalty: 2706.275146
	Iteration 33Q: 3 clusters Score -501477.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -501478.718750 Penalty: 2706.275146
	Iteration 34Q: 3 clusters Score -501478.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -501479.937500 Penalty: 2706.275146
	Iteration 35Q: 3 clusters Score -501479.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -501481.218750 Penalty: 2706.275146
	Iteration 36Q: 3 clusters Score -501481.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -501482.062500 Penalty: 2706.275146
	Iteration 37Q: 3 clusters Score -501482.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -501483.375000 Penalty: 2706.275146
	Iteration 38Q: 3 clusters Score -501483.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -501483.187500 Penalty: 2706.275146
	Iteration 39Q: 3 clusters Score -501483.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -501483.812500 Penalty: 2706.275146
	Iteration 40F: 3 clusters Score -501483.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -501484.937500 Penalty: 2706.275146
	Iteration 41Q: 3 clusters Score -501484.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -501485.593750 Penalty: 2706.275146
	Iteration 42Q: 3 clusters Score -501485.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -501486.875000 Penalty: 2706.275146
	Iteration 43Q: 3 clusters Score -501486.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -501487.250000 Penalty: 2706.275146
	Iteration 44Q: 3 clusters Score -501487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -501488.437500 Penalty: 2706.275146
	Iteration 45Q: 3 clusters Score -501488.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -501489.250000 Penalty: 2706.275146
	Iteration 46Q: 3 clusters Score -501489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -501489.750000 Penalty: 2706.275146
	Iteration 47Q: 3 clusters Score -501489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -501490.687500 Penalty: 2706.275146
	Iteration 48Q: 3 clusters Score -501490.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -501493.062500 Penalty: 2706.275146
	Iteration 49Q: 3 clusters Score -501493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -501492.625000 Penalty: 2706.275146
	Iteration 50Q: 3 clusters Score -501492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -501494.750000 Penalty: 2706.275146
	Iteration 51Q: 3 clusters Score -501494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -501494.718750 Penalty: 2706.275146
	Iteration 52Q: 3 clusters Score -501494.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -501494.718750 Penalty: 2706.275146
	Iteration 53F: 3 clusters Score -501494.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -112343.687500 Penalty: 1121.858887
	Iteration 0F: 2 clusters Score -112343.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -110925.992188 Penalty: 2243.717773
	Iteration 0F: 3 clusters Score -110926 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -111242.773438 Penalty: 2243.717773
	Iteration 1F: 3 clusters Score -111242.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -111330.406250 Penalty: 2243.717773
	Iteration 2F: 3 clusters Score -111330.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -111368.656250 Penalty: 2243.717773
	Iteration 3Q: 3 clusters Score -111368.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -111393.023438 Penalty: 2243.717773
	Iteration 4Q: 3 clusters Score -111393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -111414.992188 Penalty: 2243.717773
	Iteration 5Q: 3 clusters Score -111415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -111431.757812 Penalty: 2243.717773
	Iteration 6Q: 3 clusters Score -111431.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -111442.296875 Penalty: 2243.717773
	Iteration 7Q: 3 clusters Score -111442.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -111449.273438 Penalty: 2243.717773
	Iteration 8Q: 3 clusters Score -111449.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -111456.257812 Penalty: 2243.717773
	Iteration 9Q: 3 clusters Score -111456.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -111461.039062 Penalty: 2243.717773
	Iteration 10Q: 3 clusters Score -111461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -111462.898438 Penalty: 2243.717773
	Iteration 11Q: 3 clusters Score -111462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -111463.664062 Penalty: 2243.717773
	Iteration 12Q: 3 clusters Score -111463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -111464.210938 Penalty: 2243.717773
	Iteration 13Q: 3 clusters Score -111464.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -111464.210938 Penalty: 2243.717773
	Iteration 14F: 3 clusters Score -111464.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -22609.806641 Penalty: 871.210022
	Iteration 0F: 2 clusters Score -22609.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21895.865234 Penalty: 1742.420044
	Iteration 0F: 3 clusters Score -21895.87 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22000.035156 Penalty: 1742.420044
	Iteration 1F: 3 clusters Score -22000.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22038.652344 Penalty: 1742.420044
	Iteration 2Q: 3 clusters Score -22038.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22052.050781 Penalty: 1742.420044
	Iteration 3Q: 3 clusters Score -22052.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -22070.775391 Penalty: 1742.420044
	Iteration 4Q: 3 clusters Score -22070.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -22082.138672 Penalty: 1742.420044
	Iteration 5Q: 3 clusters Score -22082.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -22089.421875 Penalty: 1742.420044
	Iteration 6Q: 3 clusters Score -22089.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -22091.546875 Penalty: 1742.420044
	Iteration 7Q: 3 clusters Score -22091.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -22096.464844 Penalty: 1742.420044
	Iteration 8Q: 3 clusters Score -22096.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22098.083984 Penalty: 1742.420044
	Iteration 9Q: 3 clusters Score -22098.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22098.083984 Penalty: 1742.420044
	Iteration 10F: 3 clusters Score -22098.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (33981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Entering Unmasked Estep 
Score: -4313266.500000 Penalty: 1695.452881
	Iteration 0F: 2 clusters Score -4313266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -4290531.000000 Penalty: 3390.905762
	Iteration 0F: 3 clusters Score -4290531 nChanged 15660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -4299421.500000 Penalty: 3390.905762
	Iteration 1F: 3 clusters Score -4299422 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -4300167.000000 Penalty: 3390.905762
	Iteration 2Q: 3 clusters Score -4300167 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -4301165.500000 Penalty: 3390.905762
	Iteration 3F: 3 clusters Score -4301166 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -4302544.000000 Penalty: 3390.905762
	Iteration 4F: 3 clusters Score -4302544 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -4304092.000000 Penalty: 3390.905762
	Iteration 5F: 3 clusters Score -4304092 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -4305754.500000 Penalty: 3390.905762
	Iteration 6F: 3 clusters Score -4305754 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -4307211.000000 Penalty: 3390.905762
	Iteration 7F: 3 clusters Score -4307211 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -4308495.500000 Penalty: 3390.905762
	Iteration 8Q: 3 clusters Score -4308496 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -4309440.000000 Penalty: 3390.905762
	Iteration 9Q: 3 clusters Score -4309440 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -4310087.500000 Penalty: 3390.905762
	Iteration 10Q: 3 clusters Score -4310088 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -4310411.500000 Penalty: 3390.905762
	Iteration 11Q: 3 clusters Score -4310412 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -4310626.500000 Penalty: 3390.905762
	Iteration 12Q: 3 clusters Score -4310626 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -4310763.000000 Penalty: 3390.905762
	Iteration 13Q: 3 clusters Score -4310763 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -4310854.000000 Penalty: 3390.905762
	Iteration 14Q: 3 clusters Score -4310854 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -4310940.000000 Penalty: 3390.905762
	Iteration 15Q: 3 clusters Score -4310940 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -4310973.000000 Penalty: 3390.905762
	Iteration 16Q: 3 clusters Score -4310973 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -4311023.500000 Penalty: 3390.905762
	Iteration 17Q: 3 clusters Score -4311024 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -4311049.000000 Penalty: 3390.905762
	Iteration 18Q: 3 clusters Score -4311049 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -4311061.500000 Penalty: 3390.905762
	Iteration 19Q: 3 clusters Score -4311062 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -4311089.000000 Penalty: 3390.905762
	Iteration 20F: 3 clusters Score -4311089 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -4311098.500000 Penalty: 3390.905762
	Iteration 21Q: 3 clusters Score -4311098 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -4311107.500000 Penalty: 3390.905762
	Iteration 22Q: 3 clusters Score -4311108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -4311113.500000 Penalty: 3390.905762
	Iteration 23Q: 3 clusters Score -4311114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -4311114.500000 Penalty: 3390.905762
	Iteration 24Q: 3 clusters Score -4311114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -4311121.000000 Penalty: 3390.905762
	Iteration 25Q: 3 clusters Score -4311121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -4311108.500000 Penalty: 3390.905762
	Iteration 26Q: 3 clusters Score -4311108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -4311110.000000 Penalty: 3390.905762
	Iteration 27Q: 3 clusters Score -4311110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -4311110.000000 Penalty: 3390.905762
	Iteration 28Q: 3 clusters Score -4311110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -4311112.500000 Penalty: 3390.905762
	Iteration 29Q: 3 clusters Score -4311112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -4311116.000000 Penalty: 3390.905762
	Iteration 30Q: 3 clusters Score -4311116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -4311114.500000 Penalty: 3390.905762
	Iteration 31Q: 3 clusters Score -4311114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -4311116.500000 Penalty: 3390.905762
	Iteration 32Q: 3 clusters Score -4311116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -4311108.500000 Penalty: 3390.905762
	Iteration 33Q: 3 clusters Score -4311108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -4311111.000000 Penalty: 3390.905762
	Iteration 34Q: 3 clusters Score -4311111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -4311111.000000 Penalty: 3390.905762
	Iteration 35Q: 3 clusters Score -4311111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -4311108.000000 Penalty: 3390.905762
	Iteration 36Q: 3 clusters Score -4311108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -4311113.000000 Penalty: 3390.905762
	Iteration 37Q: 3 clusters Score -4311113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -4311119.000000 Penalty: 3390.905762
	Iteration 38Q: 3 clusters Score -4311119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -4311113.500000 Penalty: 3390.905762
	Iteration 39Q: 3 clusters Score -4311114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -4311120.000000 Penalty: 3390.905762
	Iteration 40F: 3 clusters Score -4311120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -4311114.000000 Penalty: 3390.905762
	Iteration 41Q: 3 clusters Score -4311114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -4311116.000000 Penalty: 3390.905762
	Iteration 42Q: 3 clusters Score -4311116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -4311122.500000 Penalty: 3390.905762
	Iteration 43Q: 3 clusters Score -4311122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -4311121.500000 Penalty: 3390.905762
	Iteration 44Q: 3 clusters Score -4311122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -4311116.000000 Penalty: 3390.905762
	Iteration 45Q: 3 clusters Score -4311116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -4311118.000000 Penalty: 3390.905762
	Iteration 46Q: 3 clusters Score -4311118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -4311116.000000 Penalty: 3390.905762
	Iteration 47Q: 3 clusters Score -4311116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -4311114.500000 Penalty: 3390.905762
	Iteration 48Q: 3 clusters Score -4311114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -4311118.000000 Penalty: 3390.905762
	Iteration 49Q: 3 clusters Score -4311118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -4311122.500000 Penalty: 3390.905762
	Iteration 50Q: 3 clusters Score -4311122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -4311121.500000 Penalty: 3390.905762
	Iteration 51Q: 3 clusters Score -4311122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -4311127.500000 Penalty: 3390.905762
	Iteration 52Q: 3 clusters Score -4311128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -4311121.500000 Penalty: 3390.905762
	Iteration 53Q: 3 clusters Score -4311122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -4311127.500000 Penalty: 3390.905762
	Iteration 54Q: 3 clusters Score -4311128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4311128.000000 Penalty: 3390.905762
	Iteration 55Q: 3 clusters Score -4311128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -4311130.000000 Penalty: 3390.905762
	Iteration 56Q: 3 clusters Score -4311130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -4311128.000000 Penalty: 3390.905762
	Iteration 57Q: 3 clusters Score -4311128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -4311127.000000 Penalty: 3390.905762
	Iteration 58Q: 3 clusters Score -4311127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -4311123.000000 Penalty: 3390.905762
	Iteration 59Q: 3 clusters Score -4311123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -4311127.500000 Penalty: 3390.905762
	Iteration 60F: 3 clusters Score -4311128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -4311136.500000 Penalty: 3390.905762
	Iteration 61Q: 3 clusters Score -4311136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -4311136.500000 Penalty: 3390.905762
	Iteration 62Q: 3 clusters Score -4311136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -4311131.500000 Penalty: 3390.905762
	Iteration 63Q: 3 clusters Score -4311132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -4311129.500000 Penalty: 3390.905762
	Iteration 64Q: 3 clusters Score -4311130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -4311129.000000 Penalty: 3390.905762
	Iteration 65Q: 3 clusters Score -4311129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -4311126.000000 Penalty: 3390.905762
	Iteration 66Q: 3 clusters Score -4311126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -4311130.500000 Penalty: 3390.905762
	Iteration 67Q: 3 clusters Score -4311130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -4311130.000000 Penalty: 3390.905762
	Iteration 68Q: 3 clusters Score -4311130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -4311133.000000 Penalty: 3390.905762
	Iteration 69Q: 3 clusters Score -4311133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -4311129.000000 Penalty: 3390.905762
	Iteration 70Q: 3 clusters Score -4311129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -4311129.500000 Penalty: 3390.905762
	Iteration 71Q: 3 clusters Score -4311130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -4311136.000000 Penalty: 3390.905762
	Iteration 72Q: 3 clusters Score -4311136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -4311134.000000 Penalty: 3390.905762
	Iteration 73Q: 3 clusters Score -4311134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -4311134.000000 Penalty: 3390.905762
	Iteration 74Q: 3 clusters Score -4311134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -4311135.500000 Penalty: 3390.905762
	Iteration 75Q: 3 clusters Score -4311136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -4311130.000000 Penalty: 3390.905762
	Iteration 76Q: 3 clusters Score -4311130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -4311138.500000 Penalty: 3390.905762
	Iteration 77Q: 3 clusters Score -4311138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -4311142.500000 Penalty: 3390.905762
	Iteration 78Q: 3 clusters Score -4311142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -4311142.500000 Penalty: 3390.905762
	Iteration 79Q: 3 clusters Score -4311142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -4311141.500000 Penalty: 3390.905762
	Iteration 80F: 3 clusters Score -4311142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -4311139.000000 Penalty: 3390.905762
	Iteration 81Q: 3 clusters Score -4311139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -4311139.000000 Penalty: 3390.905762
	Iteration 82F: 3 clusters Score -4311139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (82999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Entering Unmasked Estep 
Score: -10644347.000000 Penalty: 1840.569824
	Iteration 0F: 2 clusters Score -1.064435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -10589871.000000 Penalty: 3681.139648
	Iteration 0F: 3 clusters Score -1.058987e+07 nChanged 39446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -10612907.000000 Penalty: 3681.139648
	Iteration 1F: 3 clusters Score -1.061291e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -10614214.000000 Penalty: 3681.139648
	Iteration 2Q: 3 clusters Score -1.061421e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -10616252.000000 Penalty: 3681.139648
	Iteration 3Q: 3 clusters Score -1.061625e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -10619425.000000 Penalty: 3681.139648
	Iteration 4F: 3 clusters Score -1.061942e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -10624626.000000 Penalty: 3681.139648
	Iteration 5F: 3 clusters Score -1.062463e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -10631242.000000 Penalty: 3681.139648
	Iteration 6F: 3 clusters Score -1.063124e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -10637079.000000 Penalty: 3681.139648
	Iteration 7F: 3 clusters Score -1.063708e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -10640556.000000 Penalty: 3681.139648
	Iteration 8Q: 3 clusters Score -1.064056e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10641896.000000 Penalty: 3681.139648
	Iteration 9Q: 3 clusters Score -1.06419e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10642390.000000 Penalty: 3681.139648
	Iteration 10Q: 3 clusters Score -1.064239e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82775 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10642584.000000 Penalty: 3681.139648
	Iteration 11Q: 3 clusters Score -1.064258e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82814 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10642628.000000 Penalty: 3681.139648
	Iteration 12Q: 3 clusters Score -1.064263e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82825 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10642664.000000 Penalty: 3681.139648
	Iteration 13Q: 3 clusters Score -1.064266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82832 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10642673.000000 Penalty: 3681.139648
	Iteration 14Q: 3 clusters Score -1.064267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10642685.000000 Penalty: 3681.139648
	Iteration 15Q: 3 clusters Score -1.064268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82845 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10642702.000000 Penalty: 3681.139648
	Iteration 16Q: 3 clusters Score -1.06427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10642714.000000 Penalty: 3681.139648
	Iteration 17Q: 3 clusters Score -1.064271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10642727.000000 Penalty: 3681.139648
	Iteration 18Q: 3 clusters Score -1.064273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10642729.000000 Penalty: 3681.139648
	Iteration 19Q: 3 clusters Score -1.064273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10642740.000000 Penalty: 3681.139648
	Iteration 20F: 3 clusters Score -1.064274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10642732.000000 Penalty: 3681.139648
	Iteration 21Q: 3 clusters Score -1.064273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10642732.000000 Penalty: 3681.139648
	Iteration 22F: 3 clusters Score -1.064273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Entering Unmasked Estep 
Score: -444302.468750 Penalty: 1328.572144
	Iteration 0F: 2 clusters Score -444302.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -441209.375000 Penalty: 2657.144287
	Iteration 0F: 3 clusters Score -441209.4 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -442112.968750 Penalty: 2657.144287
	Iteration 1F: 3 clusters Score -442113 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -442321.968750 Penalty: 2657.144287
	Iteration 2F: 3 clusters Score -442322 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -442485.156250 Penalty: 2657.144287
	Iteration 3F: 3 clusters Score -442485.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -442610.062500 Penalty: 2657.144287
	Iteration 4F: 3 clusters Score -442610.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -442728.593750 Penalty: 2657.144287
	Iteration 5Q: 3 clusters Score -442728.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -442859.468750 Penalty: 2657.144287
	Iteration 6Q: 3 clusters Score -442859.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -443014.937500 Penalty: 2657.144287
	Iteration 7Q: 3 clusters Score -443014.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -443141.906250 Penalty: 2657.144287
	Iteration 8Q: 3 clusters Score -443141.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -443241.156250 Penalty: 2657.144287
	Iteration 9Q: 3 clusters Score -443241.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -443318.500000 Penalty: 2657.144287
	Iteration 10Q: 3 clusters Score -443318.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -443367.968750 Penalty: 2657.144287
	Iteration 11Q: 3 clusters Score -443368 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -443400.187500 Penalty: 2657.144287
	Iteration 12Q: 3 clusters Score -443400.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -443421.281250 Penalty: 2657.144287
	Iteration 13Q: 3 clusters Score -443421.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -443445.500000 Penalty: 2657.144287
	Iteration 14Q: 3 clusters Score -443445.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -443463.843750 Penalty: 2657.144287
	Iteration 15Q: 3 clusters Score -443463.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -443478.031250 Penalty: 2657.144287
	Iteration 16Q: 3 clusters Score -443478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -443486.843750 Penalty: 2657.144287
	Iteration 17Q: 3 clusters Score -443486.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -443490.812500 Penalty: 2657.144287
	Iteration 18Q: 3 clusters Score -443490.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -443494.531250 Penalty: 2657.144287
	Iteration 19Q: 3 clusters Score -443494.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -443496.781250 Penalty: 2657.144287
	Iteration 20F: 3 clusters Score -443496.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -443500.593750 Penalty: 2657.144287
	Iteration 21Q: 3 clusters Score -443500.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -443502.562500 Penalty: 2657.144287
	Iteration 22Q: 3 clusters Score -443502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -443502.531250 Penalty: 2657.144287
	Iteration 23Q: 3 clusters Score -443502.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -443504.125000 Penalty: 2657.144287
	Iteration 24Q: 3 clusters Score -443504.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -443504.125000 Penalty: 2657.144287
	Iteration 25F: 3 clusters Score -443504.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Entering Unmasked Estep 
Score: -815929.062500 Penalty: 1422.345825
	Iteration 0F: 2 clusters Score -815929.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -811074.250000 Penalty: 2844.691650
	Iteration 0F: 3 clusters Score -811074.2 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -812462.625000 Penalty: 2844.691650
	Iteration 1F: 3 clusters Score -812462.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -812641.250000 Penalty: 2844.691650
	Iteration 2F: 3 clusters Score -812641.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -812780.875000 Penalty: 2844.691650
	Iteration 3Q: 3 clusters Score -812780.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -812884.375000 Penalty: 2844.691650
	Iteration 4Q: 3 clusters Score -812884.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -812998.000000 Penalty: 2844.691650
	Iteration 5Q: 3 clusters Score -812998 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -813132.437500 Penalty: 2844.691650
	Iteration 6Q: 3 clusters Score -813132.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -813280.312500 Penalty: 2844.691650
	Iteration 7Q: 3 clusters Score -813280.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -813439.875000 Penalty: 2844.691650
	Iteration 8Q: 3 clusters Score -813439.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -813602.812500 Penalty: 2844.691650
	Iteration 9Q: 3 clusters Score -813602.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -813775.437500 Penalty: 2844.691650
	Iteration 10Q: 3 clusters Score -813775.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -813935.375000 Penalty: 2844.691650
	Iteration 11Q: 3 clusters Score -813935.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -814072.937500 Penalty: 2844.691650
	Iteration 12Q: 3 clusters Score -814072.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -814177.125000 Penalty: 2844.691650
	Iteration 13Q: 3 clusters Score -814177.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -814254.750000 Penalty: 2844.691650
	Iteration 14Q: 3 clusters Score -814254.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -814325.312500 Penalty: 2844.691650
	Iteration 15Q: 3 clusters Score -814325.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -814385.812500 Penalty: 2844.691650
	Iteration 16Q: 3 clusters Score -814385.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -814421.250000 Penalty: 2844.691650
	Iteration 17Q: 3 clusters Score -814421.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -814450.937500 Penalty: 2844.691650
	Iteration 18Q: 3 clusters Score -814450.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -814479.812500 Penalty: 2844.691650
	Iteration 19Q: 3 clusters Score -814479.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -814502.125000 Penalty: 2844.691650
	Iteration 20F: 3 clusters Score -814502.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -814522.375000 Penalty: 2844.691650
	Iteration 21Q: 3 clusters Score -814522.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -814542.750000 Penalty: 2844.691650
	Iteration 22Q: 3 clusters Score -814542.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -814554.250000 Penalty: 2844.691650
	Iteration 23Q: 3 clusters Score -814554.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -814562.937500 Penalty: 2844.691650
	Iteration 24Q: 3 clusters Score -814562.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -814571.937500 Penalty: 2844.691650
	Iteration 25Q: 3 clusters Score -814571.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -814582.875000 Penalty: 2844.691650
	Iteration 26Q: 3 clusters Score -814582.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -814593.062500 Penalty: 2844.691650
	Iteration 27Q: 3 clusters Score -814593.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -814602.625000 Penalty: 2844.691650
	Iteration 28Q: 3 clusters Score -814602.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -814608.937500 Penalty: 2844.691650
	Iteration 29Q: 3 clusters Score -814608.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -814612.500000 Penalty: 2844.691650
	Iteration 30Q: 3 clusters Score -814612.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -814618.000000 Penalty: 2844.691650
	Iteration 31Q: 3 clusters Score -814618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -814624.625000 Penalty: 2844.691650
	Iteration 32Q: 3 clusters Score -814624.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -814628.937500 Penalty: 2844.691650
	Iteration 33Q: 3 clusters Score -814628.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -814635.000000 Penalty: 2844.691650
	Iteration 34Q: 3 clusters Score -814635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -814642.312500 Penalty: 2844.691650
	Iteration 35Q: 3 clusters Score -814642.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -814649.500000 Penalty: 2844.691650
	Iteration 36Q: 3 clusters Score -814649.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -814655.812500 Penalty: 2844.691650
	Iteration 37Q: 3 clusters Score -814655.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -814662.000000 Penalty: 2844.691650
	Iteration 38Q: 3 clusters Score -814662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -814662.812500 Penalty: 2844.691650
	Iteration 39Q: 3 clusters Score -814662.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -814667.500000 Penalty: 2844.691650
	Iteration 40F: 3 clusters Score -814667.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -814671.187500 Penalty: 2844.691650
	Iteration 41Q: 3 clusters Score -814671.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -814675.375000 Penalty: 2844.691650
	Iteration 42Q: 3 clusters Score -814675.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -814683.875000 Penalty: 2844.691650
	Iteration 43Q: 3 clusters Score -814683.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -814695.875000 Penalty: 2844.691650
	Iteration 44Q: 3 clusters Score -814695.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -814703.937500 Penalty: 2844.691650
	Iteration 45Q: 3 clusters Score -814703.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -814712.312500 Penalty: 2844.691650
	Iteration 46Q: 3 clusters Score -814712.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -814719.625000 Penalty: 2844.691650
	Iteration 47Q: 3 clusters Score -814719.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -814728.187500 Penalty: 2844.691650
	Iteration 48Q: 3 clusters Score -814728.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -814734.625000 Penalty: 2844.691650
	Iteration 49Q: 3 clusters Score -814734.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -814738.437500 Penalty: 2844.691650
	Iteration 50Q: 3 clusters Score -814738.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -814744.125000 Penalty: 2844.691650
	Iteration 51Q: 3 clusters Score -814744.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -814744.062500 Penalty: 2844.691650
	Iteration 52Q: 3 clusters Score -814744.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -814748.625000 Penalty: 2844.691650
	Iteration 53Q: 3 clusters Score -814748.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -814752.437500 Penalty: 2844.691650
	Iteration 54Q: 3 clusters Score -814752.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -814752.937500 Penalty: 2844.691650
	Iteration 55Q: 3 clusters Score -814752.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -814755.250000 Penalty: 2844.691650
	Iteration 56Q: 3 clusters Score -814755.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -814757.187500 Penalty: 2844.691650
	Iteration 57Q: 3 clusters Score -814757.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -814760.875000 Penalty: 2844.691650
	Iteration 58Q: 3 clusters Score -814760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -814760.375000 Penalty: 2844.691650
	Iteration 59Q: 3 clusters Score -814760.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -814762.875000 Penalty: 2844.691650
	Iteration 60F: 3 clusters Score -814762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -814765.187500 Penalty: 2844.691650
	Iteration 61Q: 3 clusters Score -814765.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -814765.875000 Penalty: 2844.691650
	Iteration 62Q: 3 clusters Score -814765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -814767.125000 Penalty: 2844.691650
	Iteration 63Q: 3 clusters Score -814767.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -814767.187500 Penalty: 2844.691650
	Iteration 64Q: 3 clusters Score -814767.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -814768.000000 Penalty: 2844.691650
	Iteration 65Q: 3 clusters Score -814768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -814770.937500 Penalty: 2844.691650
	Iteration 66Q: 3 clusters Score -814770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -814770.375000 Penalty: 2844.691650
	Iteration 67Q: 3 clusters Score -814770.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -814772.375000 Penalty: 2844.691650
	Iteration 68Q: 3 clusters Score -814772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -814774.312500 Penalty: 2844.691650
	Iteration 69Q: 3 clusters Score -814774.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -814775.812500 Penalty: 2844.691650
	Iteration 70Q: 3 clusters Score -814775.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -814775.062500 Penalty: 2844.691650
	Iteration 71Q: 3 clusters Score -814775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -814775.625000 Penalty: 2844.691650
	Iteration 72Q: 3 clusters Score -814775.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -814775.375000 Penalty: 2844.691650
	Iteration 73Q: 3 clusters Score -814775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -814775.937500 Penalty: 2844.691650
	Iteration 74Q: 3 clusters Score -814775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -814775.937500 Penalty: 2844.691650
	Iteration 75F: 3 clusters Score -814775.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Entering Unmasked Estep 
Score: -669154.937500 Penalty: 1392.836670
	Iteration 0F: 2 clusters Score -669154.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -665072.625000 Penalty: 2785.673340
	Iteration 0F: 3 clusters Score -665072.6 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -666671.500000 Penalty: 2785.673340
	Iteration 1F: 3 clusters Score -666671.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -667044.000000 Penalty: 2785.673340
	Iteration 2F: 3 clusters Score -667044 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -667272.875000 Penalty: 2785.673340
	Iteration 3F: 3 clusters Score -667272.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -667419.625000 Penalty: 2785.673340
	Iteration 4F: 3 clusters Score -667419.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -667525.562500 Penalty: 2785.673340
	Iteration 5Q: 3 clusters Score -667525.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -667618.250000 Penalty: 2785.673340
	Iteration 6Q: 3 clusters Score -667618.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -667702.562500 Penalty: 2785.673340
	Iteration 7Q: 3 clusters Score -667702.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -667770.562500 Penalty: 2785.673340
	Iteration 8Q: 3 clusters Score -667770.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -667846.562500 Penalty: 2785.673340
	Iteration 9Q: 3 clusters Score -667846.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -667930.562500 Penalty: 2785.673340
	Iteration 10Q: 3 clusters Score -667930.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -668003.375000 Penalty: 2785.673340
	Iteration 11Q: 3 clusters Score -668003.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -668069.687500 Penalty: 2785.673340
	Iteration 12Q: 3 clusters Score -668069.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -668123.375000 Penalty: 2785.673340
	Iteration 13Q: 3 clusters Score -668123.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -668177.750000 Penalty: 2785.673340
	Iteration 14Q: 3 clusters Score -668177.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -668239.125000 Penalty: 2785.673340
	Iteration 15Q: 3 clusters Score -668239.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -668299.937500 Penalty: 2785.673340
	Iteration 16Q: 3 clusters Score -668299.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -668359.187500 Penalty: 2785.673340
	Iteration 17Q: 3 clusters Score -668359.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -668407.750000 Penalty: 2785.673340
	Iteration 18Q: 3 clusters Score -668407.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -668454.562500 Penalty: 2785.673340
	Iteration 19Q: 3 clusters Score -668454.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -668491.562500 Penalty: 2785.673340
	Iteration 20F: 3 clusters Score -668491.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -668517.937500 Penalty: 2785.673340
	Iteration 21Q: 3 clusters Score -668517.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -668535.312500 Penalty: 2785.673340
	Iteration 22Q: 3 clusters Score -668535.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -668551.937500 Penalty: 2785.673340
	Iteration 23Q: 3 clusters Score -668551.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -668563.625000 Penalty: 2785.673340
	Iteration 24Q: 3 clusters Score -668563.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -668573.875000 Penalty: 2785.673340
	Iteration 25Q: 3 clusters Score -668573.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -668584.562500 Penalty: 2785.673340
	Iteration 26Q: 3 clusters Score -668584.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -668586.187500 Penalty: 2785.673340
	Iteration 27Q: 3 clusters Score -668586.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -668592.437500 Penalty: 2785.673340
	Iteration 28Q: 3 clusters Score -668592.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -668597.187500 Penalty: 2785.673340
	Iteration 29Q: 3 clusters Score -668597.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -668598.187500 Penalty: 2785.673340
	Iteration 30Q: 3 clusters Score -668598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -668600.437500 Penalty: 2785.673340
	Iteration 31Q: 3 clusters Score -668600.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -668602.125000 Penalty: 2785.673340
	Iteration 32Q: 3 clusters Score -668602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -668602.937500 Penalty: 2785.673340
	Iteration 33Q: 3 clusters Score -668602.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -668604.750000 Penalty: 2785.673340
	Iteration 34Q: 3 clusters Score -668604.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -668604.750000 Penalty: 2785.673340
	Iteration 35F: 3 clusters Score -668604.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -22384.011719 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -22384.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21803.544922 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -21803.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -22120.343750 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -22120.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22348.142578 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -22348.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22602.675781 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -22602.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22859.919922 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -22859.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22913.652344 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -22913.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22929.287109 Penalty: 1791.864380
	Iteration 6Q: 3 clusters Score -22929.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22984.679688 Penalty: 1791.864380
	Iteration 7Q: 3 clusters Score -22984.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23009.363281 Penalty: 1791.864380
	Iteration 8Q: 3 clusters Score -23009.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23028.910156 Penalty: 1791.864380
	Iteration 9Q: 3 clusters Score -23028.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23035.347656 Penalty: 1791.864380
	Iteration 10Q: 3 clusters Score -23035.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23043.031250 Penalty: 1791.864380
	Iteration 11F: 3 clusters Score -23043.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23138.416016 Penalty: 1791.864380
	Iteration 12Q: 3 clusters Score -23138.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23175.554688 Penalty: 1791.864380
	Iteration 13Q: 3 clusters Score -23175.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23182.285156 Penalty: 1791.864380
	Iteration 14Q: 3 clusters Score -23182.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23182.285156 Penalty: 1791.864380
	Iteration 15F: 3 clusters Score -23182.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 136355 members 
Mstep: Class 3 contains 5767 members 
Mstep: Class 4 contains 36578 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 59150 members 
Mstep: Class 7 contains 18302 members 
Mstep: Class 8 contains 117114 members 
Mstep: Class 9 contains 14180 members 
Mstep: Class 10 contains 12271 members 
Mstep: Class 11 contains 38418 members 
Mstep: Class 12 contains 16266 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11294 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 17 contains 9252 members 
Mstep: Class 18 contains 42449 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 26300 members 
Mstep: Class 23 contains 23311 members 
Mstep: Class 24 contains 118594 members 
Mstep: Class 25 contains 5286 members 
Mstep: Class 26 contains 103 members 
Mstep: Class 27 contains 4526 members 
Mstep: Class 28 contains 4134 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33981 members 
Mstep: Class 32 contains 82999 members 
Mstep: Class 33 contains 3554 members 
Mstep: Class 34 contains 6329 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 145 members 
Entering Unmasked Estep 
Score: -108955736.000000 Penalty: 80105.234375
Splitting cluster 37 changes total score from -108956072.000000 to -108955736.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 136355 members 
Mstep: Class 3 contains 5767 members 
Mstep: Class 4 contains 36578 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 59150 members 
Mstep: Class 7 contains 18302 members 
Mstep: Class 8 contains 117114 members 
Mstep: Class 9 contains 14180 members 
Mstep: Class 10 contains 12271 members 
Mstep: Class 11 contains 38418 members 
Mstep: Class 12 contains 16266 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11294 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 17 contains 9252 members 
Mstep: Class 18 contains 42449 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 26300 members 
Mstep: Class 23 contains 23311 members 
Mstep: Class 24 contains 118594 members 
Mstep: Class 25 contains 5286 members 
Mstep: Class 27 contains 4526 members 
Mstep: Class 28 contains 4134 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33981 members 
Mstep: Class 32 contains 82999 members 
Mstep: Class 33 contains 3554 members 
Mstep: Class 34 contains 6329 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956376.000000 Penalty: 77880.085938
Iteration 239Q: 36 clusters Score -1.089564e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 136360 members 
Mstep: Class 3 contains 5732 members 
Mstep: Class 4 contains 36559 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 59437 members 
Mstep: Class 7 contains 18305 members 
Mstep: Class 8 contains 117108 members 
Mstep: Class 9 contains 14117 members 
Mstep: Class 10 contains 12183 members 
Mstep: Class 11 contains 38407 members 
Mstep: Class 12 contains 16264 members 
Mstep: Class 13 contains 26915 members 
Mstep: Class 14 contains 11287 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6999 members 
Mstep: Class 17 contains 9253 members 
Mstep: Class 18 contains 42431 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 26275 members 
Mstep: Class 23 contains 23319 members 
Mstep: Class 24 contains 118561 members 
Mstep: Class 25 contains 5292 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4133 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33978 members 
Mstep: Class 32 contains 82993 members 
Mstep: Class 33 contains 3554 members 
Mstep: Class 34 contains 6336 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956440.000000 Penalty: 77880.085938
Iteration 240F: 36 clusters Score -1.089564e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 136379 members 
Mstep: Class 3 contains 5703 members 
Mstep: Class 4 contains 36529 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 59712 members 
Mstep: Class 7 contains 18313 members 
Mstep: Class 8 contains 117104 members 
Mstep: Class 9 contains 14052 members 
Mstep: Class 10 contains 12083 members 
Mstep: Class 11 contains 38395 members 
Mstep: Class 12 contains 16264 members 
Mstep: Class 13 contains 26923 members 
Mstep: Class 14 contains 11276 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6998 members 
Mstep: Class 17 contains 9257 members 
Mstep: Class 18 contains 42423 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5386 members 
Mstep: Class 22 contains 26255 members 
Mstep: Class 23 contains 23325 members 
Mstep: Class 24 contains 118516 members 
Mstep: Class 25 contains 5304 members 
Mstep: Class 27 contains 4527 members 
Mstep: Class 28 contains 4131 members 
Mstep: Class 29 contains 997 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33973 members 
Mstep: Class 32 contains 82986 members 
Mstep: Class 33 contains 3555 members 
Mstep: Class 34 contains 6341 members 
Mstep: Class 35 contains 5277 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956448.000000 Penalty: 77880.085938
Iteration 241Q: 36 clusters Score -1.089564e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 136394 members 
Mstep: Class 3 contains 5672 members 
Mstep: Class 4 contains 36517 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 59968 members 
Mstep: Class 7 contains 18318 members 
Mstep: Class 8 contains 117106 members 
Mstep: Class 9 contains 13975 members 
Mstep: Class 10 contains 11985 members 
Mstep: Class 11 contains 38380 members 
Mstep: Class 12 contains 16260 members 
Mstep: Class 13 contains 26925 members 
Mstep: Class 14 contains 11269 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6996 members 
Mstep: Class 17 contains 9256 members 
Mstep: Class 18 contains 42433 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 26243 members 
Mstep: Class 23 contains 23329 members 
Mstep: Class 24 contains 118478 members 
Mstep: Class 25 contains 5307 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4132 members 
Mstep: Class 29 contains 998 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33969 members 
Mstep: Class 32 contains 82984 members 
Mstep: Class 33 contains 3554 members 
Mstep: Class 34 contains 6348 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956392.000000 Penalty: 77880.085938
Iteration 242Q: 36 clusters Score -1.089564e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 136408 members 
Mstep: Class 3 contains 5637 members 
Mstep: Class 4 contains 36488 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 60200 members 
Mstep: Class 7 contains 18322 members 
Mstep: Class 8 contains 117117 members 
Mstep: Class 9 contains 13932 members 
Mstep: Class 10 contains 11897 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 16260 members 
Mstep: Class 13 contains 26923 members 
Mstep: Class 14 contains 11257 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 9256 members 
Mstep: Class 18 contains 42431 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 26223 members 
Mstep: Class 23 contains 23333 members 
Mstep: Class 24 contains 118453 members 
Mstep: Class 25 contains 5307 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4134 members 
Mstep: Class 29 contains 998 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33971 members 
Mstep: Class 32 contains 82978 members 
Mstep: Class 33 contains 3554 members 
Mstep: Class 34 contains 6355 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956624.000000 Penalty: 77880.085938
Iteration 243Q: 36 clusters Score -1.089566e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 136419 members 
Mstep: Class 3 contains 5594 members 
Mstep: Class 4 contains 36475 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 60434 members 
Mstep: Class 7 contains 18329 members 
Mstep: Class 8 contains 117120 members 
Mstep: Class 9 contains 13884 members 
Mstep: Class 10 contains 11802 members 
Mstep: Class 11 contains 38359 members 
Mstep: Class 12 contains 16257 members 
Mstep: Class 13 contains 26925 members 
Mstep: Class 14 contains 11252 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 9253 members 
Mstep: Class 18 contains 42437 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5378 members 
Mstep: Class 22 contains 26206 members 
Mstep: Class 23 contains 23336 members 
Mstep: Class 24 contains 118424 members 
Mstep: Class 25 contains 5312 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4135 members 
Mstep: Class 29 contains 998 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33971 members 
Mstep: Class 32 contains 82979 members 
Mstep: Class 33 contains 3554 members 
Mstep: Class 34 contains 6357 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956616.000000 Penalty: 77880.085938
Iteration 244Q: 36 clusters Score -1.089566e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 136439 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 36473 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 60636 members 
Mstep: Class 7 contains 18331 members 
Mstep: Class 8 contains 117136 members 
Mstep: Class 9 contains 13823 members 
Mstep: Class 10 contains 11700 members 
Mstep: Class 11 contains 38352 members 
Mstep: Class 12 contains 16257 members 
Mstep: Class 13 contains 26925 members 
Mstep: Class 14 contains 11253 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6990 members 
Mstep: Class 17 contains 9249 members 
Mstep: Class 18 contains 42440 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5375 members 
Mstep: Class 22 contains 26195 members 
Mstep: Class 23 contains 23339 members 
Mstep: Class 24 contains 118393 members 
Mstep: Class 25 contains 5318 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4134 members 
Mstep: Class 29 contains 998 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33972 members 
Mstep: Class 32 contains 82980 members 
Mstep: Class 33 contains 3554 members 
Mstep: Class 34 contains 6358 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956624.000000 Penalty: 77880.085938
Iteration 245Q: 36 clusters Score -1.089566e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 136451 members 
Mstep: Class 3 contains 5526 members 
Mstep: Class 4 contains 36460 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 60855 members 
Mstep: Class 7 contains 18332 members 
Mstep: Class 8 contains 117144 members 
Mstep: Class 9 contains 13763 members 
Mstep: Class 10 contains 11611 members 
Mstep: Class 11 contains 38345 members 
Mstep: Class 12 contains 16254 members 
Mstep: Class 13 contains 26925 members 
Mstep: Class 14 contains 11250 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6989 members 
Mstep: Class 17 contains 9252 members 
Mstep: Class 18 contains 42430 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 26181 members 
Mstep: Class 23 contains 23341 members 
Mstep: Class 24 contains 118384 members 
Mstep: Class 25 contains 5317 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4133 members 
Mstep: Class 29 contains 998 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33971 members 
Mstep: Class 32 contains 82984 members 
Mstep: Class 33 contains 3554 members 
Mstep: Class 34 contains 6363 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956392.000000 Penalty: 77880.085938
Iteration 246Q: 36 clusters Score -1.089564e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 136447 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 36452 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 61039 members 
Mstep: Class 7 contains 18332 members 
Mstep: Class 8 contains 117139 members 
Mstep: Class 9 contains 13713 members 
Mstep: Class 10 contains 11543 members 
Mstep: Class 11 contains 38345 members 
Mstep: Class 12 contains 16253 members 
Mstep: Class 13 contains 26925 members 
Mstep: Class 14 contains 11251 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6988 members 
Mstep: Class 17 contains 9250 members 
Mstep: Class 18 contains 42428 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 26170 members 
Mstep: Class 23 contains 23345 members 
Mstep: Class 24 contains 118379 members 
Mstep: Class 25 contains 5316 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4131 members 
Mstep: Class 29 contains 998 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33970 members 
Mstep: Class 32 contains 82977 members 
Mstep: Class 33 contains 3554 members 
Mstep: Class 34 contains 6365 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956496.000000 Penalty: 77880.085938
Iteration 247Q: 36 clusters Score -1.089565e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 136444 members 
Mstep: Class 3 contains 5480 members 
Mstep: Class 4 contains 36440 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 61215 members 
Mstep: Class 7 contains 18334 members 
Mstep: Class 8 contains 117134 members 
Mstep: Class 9 contains 13659 members 
Mstep: Class 10 contains 11476 members 
Mstep: Class 11 contains 38349 members 
Mstep: Class 12 contains 16249 members 
Mstep: Class 13 contains 26929 members 
Mstep: Class 14 contains 11244 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6985 members 
Mstep: Class 17 contains 9252 members 
Mstep: Class 18 contains 42428 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 26158 members 
Mstep: Class 23 contains 23352 members 
Mstep: Class 24 contains 118367 members 
Mstep: Class 25 contains 5319 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4132 members 
Mstep: Class 29 contains 999 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33971 members 
Mstep: Class 32 contains 82976 members 
Mstep: Class 33 contains 3554 members 
Mstep: Class 34 contains 6368 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956544.000000 Penalty: 77880.085938
Iteration 248Q: 36 clusters Score -1.089565e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 136449 members 
Mstep: Class 3 contains 5461 members 
Mstep: Class 4 contains 36439 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 61363 members 
Mstep: Class 7 contains 18335 members 
Mstep: Class 8 contains 117137 members 
Mstep: Class 9 contains 13624 members 
Mstep: Class 10 contains 11410 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16241 members 
Mstep: Class 13 contains 26928 members 
Mstep: Class 14 contains 11230 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6982 members 
Mstep: Class 17 contains 9254 members 
Mstep: Class 18 contains 42449 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 26142 members 
Mstep: Class 23 contains 23357 members 
Mstep: Class 24 contains 118343 members 
Mstep: Class 25 contains 5318 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4131 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33970 members 
Mstep: Class 32 contains 82977 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6367 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956616.000000 Penalty: 77880.085938
Iteration 249Q: 36 clusters Score -1.089566e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 136451 members 
Mstep: Class 3 contains 5444 members 
Mstep: Class 4 contains 36449 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 61506 members 
Mstep: Class 7 contains 18337 members 
Mstep: Class 8 contains 117149 members 
Mstep: Class 9 contains 13588 members 
Mstep: Class 10 contains 11348 members 
Mstep: Class 11 contains 38343 members 
Mstep: Class 12 contains 16240 members 
Mstep: Class 13 contains 26929 members 
Mstep: Class 14 contains 11228 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 9252 members 
Mstep: Class 18 contains 42468 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 26128 members 
Mstep: Class 23 contains 23358 members 
Mstep: Class 24 contains 118300 members 
Mstep: Class 25 contains 5315 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4130 members 
Mstep: Class 29 contains 1002 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33968 members 
Mstep: Class 32 contains 82976 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6369 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956744.000000 Penalty: 77880.085938
Iteration 250Q: 36 clusters Score -1.089567e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 136455 members 
Mstep: Class 3 contains 5434 members 
Mstep: Class 4 contains 36443 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 61647 members 
Mstep: Class 7 contains 18338 members 
Mstep: Class 8 contains 117161 members 
Mstep: Class 9 contains 13559 members 
Mstep: Class 10 contains 11290 members 
Mstep: Class 11 contains 38346 members 
Mstep: Class 12 contains 16242 members 
Mstep: Class 13 contains 26927 members 
Mstep: Class 14 contains 11218 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 9256 members 
Mstep: Class 18 contains 42478 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 26111 members 
Mstep: Class 23 contains 23358 members 
Mstep: Class 24 contains 118252 members 
Mstep: Class 25 contains 5314 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4130 members 
Mstep: Class 29 contains 1004 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33963 members 
Mstep: Class 32 contains 82978 members 
Mstep: Class 33 contains 3559 members 
Mstep: Class 34 contains 6372 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956656.000000 Penalty: 77880.085938
Iteration 251Q: 36 clusters Score -1.089567e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 136447 members 
Mstep: Class 3 contains 5423 members 
Mstep: Class 4 contains 36450 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 61774 members 
Mstep: Class 7 contains 18339 members 
Mstep: Class 8 contains 117176 members 
Mstep: Class 9 contains 13519 members 
Mstep: Class 10 contains 11237 members 
Mstep: Class 11 contains 38339 members 
Mstep: Class 12 contains 16241 members 
Mstep: Class 13 contains 26929 members 
Mstep: Class 14 contains 11211 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 42494 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5368 members 
Mstep: Class 22 contains 26104 members 
Mstep: Class 23 contains 23361 members 
Mstep: Class 24 contains 118222 members 
Mstep: Class 25 contains 5315 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4129 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33959 members 
Mstep: Class 32 contains 82970 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6374 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956656.000000 Penalty: 77880.085938
Iteration 252Q: 36 clusters Score -1.089567e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 136454 members 
Mstep: Class 3 contains 5409 members 
Mstep: Class 4 contains 36456 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 61900 members 
Mstep: Class 7 contains 18339 members 
Mstep: Class 8 contains 117187 members 
Mstep: Class 9 contains 13465 members 
Mstep: Class 10 contains 11195 members 
Mstep: Class 11 contains 38335 members 
Mstep: Class 12 contains 16241 members 
Mstep: Class 13 contains 26929 members 
Mstep: Class 14 contains 11202 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 9262 members 
Mstep: Class 18 contains 42501 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5365 members 
Mstep: Class 22 contains 26090 members 
Mstep: Class 23 contains 23367 members 
Mstep: Class 24 contains 118199 members 
Mstep: Class 25 contains 5314 members 
Mstep: Class 27 contains 4532 members 
Mstep: Class 28 contains 4129 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33958 members 
Mstep: Class 32 contains 82969 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956816.000000 Penalty: 77880.085938
Iteration 253Q: 36 clusters Score -1.089568e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 136457 members 
Mstep: Class 3 contains 5396 members 
Mstep: Class 4 contains 36461 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 62025 members 
Mstep: Class 7 contains 18343 members 
Mstep: Class 8 contains 117192 members 
Mstep: Class 9 contains 13412 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 38332 members 
Mstep: Class 12 contains 16238 members 
Mstep: Class 13 contains 26928 members 
Mstep: Class 14 contains 11194 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9263 members 
Mstep: Class 18 contains 42506 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5360 members 
Mstep: Class 22 contains 26076 members 
Mstep: Class 23 contains 23371 members 
Mstep: Class 24 contains 118190 members 
Mstep: Class 25 contains 5314 members 
Mstep: Class 27 contains 4532 members 
Mstep: Class 28 contains 4130 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33957 members 
Mstep: Class 32 contains 82970 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956880.000000 Penalty: 77880.085938
Iteration 254Q: 36 clusters Score -1.089569e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 136449 members 
Mstep: Class 3 contains 5383 members 
Mstep: Class 4 contains 36468 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 62143 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 117204 members 
Mstep: Class 9 contains 13372 members 
Mstep: Class 10 contains 11116 members 
Mstep: Class 11 contains 38339 members 
Mstep: Class 12 contains 16234 members 
Mstep: Class 13 contains 26930 members 
Mstep: Class 14 contains 11189 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9257 members 
Mstep: Class 18 contains 42510 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5359 members 
Mstep: Class 22 contains 26070 members 
Mstep: Class 23 contains 23374 members 
Mstep: Class 24 contains 118161 members 
Mstep: Class 25 contains 5317 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4131 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33954 members 
Mstep: Class 32 contains 82964 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6376 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108956968.000000 Penalty: 77880.085938
Iteration 255Q: 36 clusters Score -1.08957e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 136453 members 
Mstep: Class 3 contains 5374 members 
Mstep: Class 4 contains 36478 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 62247 members 
Mstep: Class 7 contains 18346 members 
Mstep: Class 8 contains 117213 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 11083 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 26931 members 
Mstep: Class 14 contains 11185 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9249 members 
Mstep: Class 18 contains 42516 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5360 members 
Mstep: Class 22 contains 26059 members 
Mstep: Class 23 contains 23373 members 
Mstep: Class 24 contains 118137 members 
Mstep: Class 25 contains 5316 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4130 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33955 members 
Mstep: Class 32 contains 82964 members 
Mstep: Class 33 contains 3555 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957096.000000 Penalty: 77880.085938
Iteration 256Q: 36 clusters Score -1.089571e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 136452 members 
Mstep: Class 3 contains 5359 members 
Mstep: Class 4 contains 36486 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 62343 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 117227 members 
Mstep: Class 9 contains 13299 members 
Mstep: Class 10 contains 11052 members 
Mstep: Class 11 contains 38341 members 
Mstep: Class 12 contains 16226 members 
Mstep: Class 13 contains 26936 members 
Mstep: Class 14 contains 11177 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9241 members 
Mstep: Class 18 contains 42520 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5360 members 
Mstep: Class 22 contains 26050 members 
Mstep: Class 23 contains 23372 members 
Mstep: Class 24 contains 118120 members 
Mstep: Class 25 contains 5318 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4128 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33958 members 
Mstep: Class 32 contains 82962 members 
Mstep: Class 33 contains 3555 members 
Mstep: Class 34 contains 6381 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957096.000000 Penalty: 77880.085938
Iteration 257Q: 36 clusters Score -1.089571e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 136455 members 
Mstep: Class 3 contains 5344 members 
Mstep: Class 4 contains 36491 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 62431 members 
Mstep: Class 7 contains 18345 members 
Mstep: Class 8 contains 117229 members 
Mstep: Class 9 contains 13252 members 
Mstep: Class 10 contains 11031 members 
Mstep: Class 11 contains 38345 members 
Mstep: Class 12 contains 16229 members 
Mstep: Class 13 contains 26936 members 
Mstep: Class 14 contains 11173 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6979 members 
Mstep: Class 17 contains 9228 members 
Mstep: Class 18 contains 42520 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5362 members 
Mstep: Class 22 contains 26042 members 
Mstep: Class 23 contains 23372 members 
Mstep: Class 24 contains 118112 members 
Mstep: Class 25 contains 5323 members 
Mstep: Class 27 contains 4532 members 
Mstep: Class 28 contains 4128 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33960 members 
Mstep: Class 32 contains 82959 members 
Mstep: Class 33 contains 3555 members 
Mstep: Class 34 contains 6387 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957048.000000 Penalty: 77880.085938
Iteration 258Q: 36 clusters Score -1.08957e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 136445 members 
Mstep: Class 3 contains 5334 members 
Mstep: Class 4 contains 36502 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 62519 members 
Mstep: Class 7 contains 18348 members 
Mstep: Class 8 contains 117249 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 11009 members 
Mstep: Class 11 contains 38346 members 
Mstep: Class 12 contains 16228 members 
Mstep: Class 13 contains 26941 members 
Mstep: Class 14 contains 11167 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6978 members 
Mstep: Class 17 contains 9222 members 
Mstep: Class 18 contains 42523 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5359 members 
Mstep: Class 22 contains 26033 members 
Mstep: Class 23 contains 23376 members 
Mstep: Class 24 contains 118093 members 
Mstep: Class 25 contains 5326 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33968 members 
Mstep: Class 32 contains 82950 members 
Mstep: Class 33 contains 3555 members 
Mstep: Class 34 contains 6388 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957112.000000 Penalty: 77880.085938
Iteration 259Q: 36 clusters Score -1.089571e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 136440 members 
Mstep: Class 3 contains 5325 members 
Mstep: Class 4 contains 36515 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 62606 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 117273 members 
Mstep: Class 9 contains 13157 members 
Mstep: Class 10 contains 10982 members 
Mstep: Class 11 contains 38346 members 
Mstep: Class 12 contains 16228 members 
Mstep: Class 13 contains 26939 members 
Mstep: Class 14 contains 11162 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 9221 members 
Mstep: Class 18 contains 42530 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5362 members 
Mstep: Class 22 contains 26028 members 
Mstep: Class 23 contains 23378 members 
Mstep: Class 24 contains 118066 members 
Mstep: Class 25 contains 5321 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33965 members 
Mstep: Class 32 contains 82945 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6394 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957104.000000 Penalty: 77880.085938
Iteration 260F: 36 clusters Score -1.089571e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 136441 members 
Mstep: Class 3 contains 5324 members 
Mstep: Class 4 contains 36533 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 62687 members 
Mstep: Class 7 contains 18346 members 
Mstep: Class 8 contains 117288 members 
Mstep: Class 9 contains 13095 members 
Mstep: Class 10 contains 10961 members 
Mstep: Class 11 contains 38342 members 
Mstep: Class 12 contains 16225 members 
Mstep: Class 13 contains 26938 members 
Mstep: Class 14 contains 11160 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6979 members 
Mstep: Class 17 contains 9214 members 
Mstep: Class 18 contains 42530 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5364 members 
Mstep: Class 22 contains 26026 members 
Mstep: Class 23 contains 23379 members 
Mstep: Class 24 contains 118051 members 
Mstep: Class 25 contains 5321 members 
Mstep: Class 27 contains 4532 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33963 members 
Mstep: Class 32 contains 82942 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6397 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957032.000000 Penalty: 77880.085938
Iteration 261Q: 36 clusters Score -1.08957e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 136448 members 
Mstep: Class 3 contains 5321 members 
Mstep: Class 4 contains 36551 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 62765 members 
Mstep: Class 7 contains 18343 members 
Mstep: Class 8 contains 117294 members 
Mstep: Class 9 contains 13042 members 
Mstep: Class 10 contains 10949 members 
Mstep: Class 11 contains 38337 members 
Mstep: Class 12 contains 16220 members 
Mstep: Class 13 contains 26936 members 
Mstep: Class 14 contains 11159 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6979 members 
Mstep: Class 17 contains 9212 members 
Mstep: Class 18 contains 42533 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 26023 members 
Mstep: Class 23 contains 23380 members 
Mstep: Class 24 contains 118021 members 
Mstep: Class 25 contains 5322 members 
Mstep: Class 27 contains 4533 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33963 members 
Mstep: Class 32 contains 82943 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6398 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957176.000000 Penalty: 77880.085938
Iteration 262Q: 36 clusters Score -1.089572e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 136447 members 
Mstep: Class 3 contains 5321 members 
Mstep: Class 4 contains 36569 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 62840 members 
Mstep: Class 7 contains 18343 members 
Mstep: Class 8 contains 117298 members 
Mstep: Class 9 contains 12998 members 
Mstep: Class 10 contains 10933 members 
Mstep: Class 11 contains 38333 members 
Mstep: Class 12 contains 16219 members 
Mstep: Class 13 contains 26935 members 
Mstep: Class 14 contains 11160 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6979 members 
Mstep: Class 17 contains 9205 members 
Mstep: Class 18 contains 42535 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5368 members 
Mstep: Class 22 contains 26017 members 
Mstep: Class 23 contains 23380 members 
Mstep: Class 24 contains 118003 members 
Mstep: Class 25 contains 5321 members 
Mstep: Class 27 contains 4535 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33961 members 
Mstep: Class 32 contains 82938 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6401 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957144.000000 Penalty: 77880.085938
Iteration 263Q: 36 clusters Score -1.089571e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 136446 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 36575 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 62914 members 
Mstep: Class 7 contains 18343 members 
Mstep: Class 8 contains 117298 members 
Mstep: Class 9 contains 12966 members 
Mstep: Class 10 contains 10914 members 
Mstep: Class 11 contains 38329 members 
Mstep: Class 12 contains 16218 members 
Mstep: Class 13 contains 26930 members 
Mstep: Class 14 contains 11157 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9201 members 
Mstep: Class 18 contains 42544 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5368 members 
Mstep: Class 22 contains 26012 members 
Mstep: Class 23 contains 23381 members 
Mstep: Class 24 contains 117986 members 
Mstep: Class 25 contains 5318 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 4121 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33964 members 
Mstep: Class 32 contains 82939 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6403 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957176.000000 Penalty: 77880.085938
Iteration 264Q: 36 clusters Score -1.089572e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 136442 members 
Mstep: Class 3 contains 5316 members 
Mstep: Class 4 contains 36578 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 62982 members 
Mstep: Class 7 contains 18344 members 
Mstep: Class 8 contains 117308 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 10903 members 
Mstep: Class 11 contains 38329 members 
Mstep: Class 12 contains 16218 members 
Mstep: Class 13 contains 26930 members 
Mstep: Class 14 contains 11156 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9202 members 
Mstep: Class 18 contains 42544 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5368 members 
Mstep: Class 22 contains 26006 members 
Mstep: Class 23 contains 23380 members 
Mstep: Class 24 contains 117967 members 
Mstep: Class 25 contains 5318 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 4123 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33963 members 
Mstep: Class 32 contains 82945 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6406 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957144.000000 Penalty: 77880.085938
Iteration 265Q: 36 clusters Score -1.089571e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 136436 members 
Mstep: Class 3 contains 5313 members 
Mstep: Class 4 contains 36583 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63038 members 
Mstep: Class 7 contains 18350 members 
Mstep: Class 8 contains 117314 members 
Mstep: Class 9 contains 12880 members 
Mstep: Class 10 contains 10897 members 
Mstep: Class 11 contains 38327 members 
Mstep: Class 12 contains 16215 members 
Mstep: Class 13 contains 26926 members 
Mstep: Class 14 contains 11153 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9201 members 
Mstep: Class 18 contains 42545 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5368 members 
Mstep: Class 22 contains 26005 members 
Mstep: Class 23 contains 23381 members 
Mstep: Class 24 contains 117964 members 
Mstep: Class 25 contains 5320 members 
Mstep: Class 27 contains 4535 members 
Mstep: Class 28 contains 4123 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33962 members 
Mstep: Class 32 contains 82940 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6407 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957272.000000 Penalty: 77880.085938
Iteration 266Q: 36 clusters Score -1.089573e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 136434 members 
Mstep: Class 3 contains 5312 members 
Mstep: Class 4 contains 36593 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63098 members 
Mstep: Class 7 contains 18349 members 
Mstep: Class 8 contains 117320 members 
Mstep: Class 9 contains 12856 members 
Mstep: Class 10 contains 10887 members 
Mstep: Class 11 contains 38323 members 
Mstep: Class 12 contains 16212 members 
Mstep: Class 13 contains 26925 members 
Mstep: Class 14 contains 11147 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9198 members 
Mstep: Class 18 contains 42546 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 26000 members 
Mstep: Class 23 contains 23386 members 
Mstep: Class 24 contains 117950 members 
Mstep: Class 25 contains 5318 members 
Mstep: Class 27 contains 4534 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33961 members 
Mstep: Class 32 contains 82935 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6408 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957192.000000 Penalty: 77880.085938
Iteration 267Q: 36 clusters Score -1.089572e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 136429 members 
Mstep: Class 3 contains 5309 members 
Mstep: Class 4 contains 36598 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63149 members 
Mstep: Class 7 contains 18351 members 
Mstep: Class 8 contains 117326 members 
Mstep: Class 9 contains 12835 members 
Mstep: Class 10 contains 10880 members 
Mstep: Class 11 contains 38321 members 
Mstep: Class 12 contains 16211 members 
Mstep: Class 13 contains 26923 members 
Mstep: Class 14 contains 11141 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9197 members 
Mstep: Class 18 contains 42546 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 25997 members 
Mstep: Class 23 contains 23389 members 
Mstep: Class 24 contains 117938 members 
Mstep: Class 25 contains 5316 members 
Mstep: Class 27 contains 4534 members 
Mstep: Class 28 contains 4126 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33964 members 
Mstep: Class 32 contains 82932 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957232.000000 Penalty: 77880.085938
Iteration 268Q: 36 clusters Score -1.089572e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 136430 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 36614 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63195 members 
Mstep: Class 7 contains 18351 members 
Mstep: Class 8 contains 117330 members 
Mstep: Class 9 contains 12820 members 
Mstep: Class 10 contains 10868 members 
Mstep: Class 11 contains 38318 members 
Mstep: Class 12 contains 16208 members 
Mstep: Class 13 contains 26921 members 
Mstep: Class 14 contains 11138 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9194 members 
Mstep: Class 18 contains 42555 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5361 members 
Mstep: Class 22 contains 25991 members 
Mstep: Class 23 contains 23390 members 
Mstep: Class 24 contains 117916 members 
Mstep: Class 25 contains 5314 members 
Mstep: Class 27 contains 4533 members 
Mstep: Class 28 contains 4130 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33965 members 
Mstep: Class 32 contains 82925 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957264.000000 Penalty: 77880.085938
Iteration 269Q: 36 clusters Score -1.089573e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 136421 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 36626 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63242 members 
Mstep: Class 7 contains 18351 members 
Mstep: Class 8 contains 117330 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 10 contains 10855 members 
Mstep: Class 11 contains 38319 members 
Mstep: Class 12 contains 16207 members 
Mstep: Class 13 contains 26920 members 
Mstep: Class 14 contains 11137 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9192 members 
Mstep: Class 18 contains 42565 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6424 members 
Mstep: Class 21 contains 5361 members 
Mstep: Class 22 contains 25982 members 
Mstep: Class 23 contains 23391 members 
Mstep: Class 24 contains 117900 members 
Mstep: Class 25 contains 5313 members 
Mstep: Class 27 contains 4533 members 
Mstep: Class 28 contains 4132 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33965 members 
Mstep: Class 32 contains 82927 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6412 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957256.000000 Penalty: 77880.085938
Iteration 270Q: 36 clusters Score -1.089573e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 136415 members 
Mstep: Class 3 contains 5309 members 
Mstep: Class 4 contains 36643 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63298 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 117325 members 
Mstep: Class 9 contains 12763 members 
Mstep: Class 10 contains 10847 members 
Mstep: Class 11 contains 38317 members 
Mstep: Class 12 contains 16206 members 
Mstep: Class 13 contains 26919 members 
Mstep: Class 14 contains 11136 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9187 members 
Mstep: Class 18 contains 42575 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6424 members 
Mstep: Class 21 contains 5364 members 
Mstep: Class 22 contains 25970 members 
Mstep: Class 23 contains 23392 members 
Mstep: Class 24 contains 117884 members 
Mstep: Class 25 contains 5314 members 
Mstep: Class 27 contains 4532 members 
Mstep: Class 28 contains 4130 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33965 members 
Mstep: Class 32 contains 82926 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6413 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957176.000000 Penalty: 77880.085938
Iteration 271Q: 36 clusters Score -1.089572e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 136407 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 36658 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63358 members 
Mstep: Class 7 contains 18354 members 
Mstep: Class 8 contains 117301 members 
Mstep: Class 9 contains 12748 members 
Mstep: Class 10 contains 10842 members 
Mstep: Class 11 contains 38323 members 
Mstep: Class 12 contains 16204 members 
Mstep: Class 13 contains 26917 members 
Mstep: Class 14 contains 11130 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9183 members 
Mstep: Class 18 contains 42583 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6424 members 
Mstep: Class 21 contains 5364 members 
Mstep: Class 22 contains 25955 members 
Mstep: Class 23 contains 23393 members 
Mstep: Class 24 contains 117871 members 
Mstep: Class 25 contains 5316 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4131 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33965 members 
Mstep: Class 32 contains 82927 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957296.000000 Penalty: 77880.085938
Iteration 272Q: 36 clusters Score -1.089573e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 136397 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 36668 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63409 members 
Mstep: Class 7 contains 18354 members 
Mstep: Class 8 contains 117295 members 
Mstep: Class 9 contains 12728 members 
Mstep: Class 10 contains 10844 members 
Mstep: Class 11 contains 38327 members 
Mstep: Class 12 contains 16204 members 
Mstep: Class 13 contains 26916 members 
Mstep: Class 14 contains 11125 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9181 members 
Mstep: Class 18 contains 42588 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5364 members 
Mstep: Class 22 contains 25947 members 
Mstep: Class 23 contains 23398 members 
Mstep: Class 24 contains 117852 members 
Mstep: Class 25 contains 5316 members 
Mstep: Class 27 contains 4532 members 
Mstep: Class 28 contains 4132 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33965 members 
Mstep: Class 32 contains 82921 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6415 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957232.000000 Penalty: 77880.085938
Iteration 273Q: 36 clusters Score -1.089572e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 136396 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 36681 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63448 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 117294 members 
Mstep: Class 9 contains 12716 members 
Mstep: Class 10 contains 10839 members 
Mstep: Class 11 contains 38327 members 
Mstep: Class 12 contains 16204 members 
Mstep: Class 13 contains 26915 members 
Mstep: Class 14 contains 11124 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9176 members 
Mstep: Class 18 contains 42600 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 25934 members 
Mstep: Class 23 contains 23400 members 
Mstep: Class 24 contains 117832 members 
Mstep: Class 25 contains 5314 members 
Mstep: Class 27 contains 4532 members 
Mstep: Class 28 contains 4132 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33965 members 
Mstep: Class 32 contains 82915 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6418 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957288.000000 Penalty: 77880.085938
Iteration 274Q: 36 clusters Score -1.089573e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 136397 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 36676 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63499 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 117287 members 
Mstep: Class 9 contains 12712 members 
Mstep: Class 10 contains 10829 members 
Mstep: Class 11 contains 38329 members 
Mstep: Class 12 contains 16203 members 
Mstep: Class 13 contains 26914 members 
Mstep: Class 14 contains 11124 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 9173 members 
Mstep: Class 18 contains 42610 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5361 members 
Mstep: Class 22 contains 25917 members 
Mstep: Class 23 contains 23403 members 
Mstep: Class 24 contains 117817 members 
Mstep: Class 25 contains 5315 members 
Mstep: Class 27 contains 4532 members 
Mstep: Class 28 contains 4130 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33967 members 
Mstep: Class 32 contains 82910 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6419 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957336.000000 Penalty: 77880.085938
Iteration 275Q: 36 clusters Score -1.089573e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 136395 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 36678 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63527 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 117289 members 
Mstep: Class 9 contains 12708 members 
Mstep: Class 10 contains 10815 members 
Mstep: Class 11 contains 38328 members 
Mstep: Class 12 contains 16204 members 
Mstep: Class 13 contains 26912 members 
Mstep: Class 14 contains 11125 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6982 members 
Mstep: Class 17 contains 9176 members 
Mstep: Class 18 contains 42618 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5362 members 
Mstep: Class 22 contains 25907 members 
Mstep: Class 23 contains 23407 members 
Mstep: Class 24 contains 117803 members 
Mstep: Class 25 contains 5315 members 
Mstep: Class 27 contains 4532 members 
Mstep: Class 28 contains 4128 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33972 members 
Mstep: Class 32 contains 82906 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6418 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957392.000000 Penalty: 77880.085938
Iteration 276Q: 36 clusters Score -1.089574e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136392 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 36679 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63555 members 
Mstep: Class 7 contains 18355 members 
Mstep: Class 8 contains 117294 members 
Mstep: Class 9 contains 12700 members 
Mstep: Class 10 contains 10810 members 
Mstep: Class 11 contains 38328 members 
Mstep: Class 12 contains 16202 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11124 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6982 members 
Mstep: Class 17 contains 9174 members 
Mstep: Class 18 contains 42623 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5362 members 
Mstep: Class 22 contains 25896 members 
Mstep: Class 23 contains 23411 members 
Mstep: Class 24 contains 117793 members 
Mstep: Class 25 contains 5314 members 
Mstep: Class 27 contains 4532 members 
Mstep: Class 28 contains 4129 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33976 members 
Mstep: Class 32 contains 82901 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6419 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957544.000000 Penalty: 77880.085938
Iteration 277Q: 36 clusters Score -1.089575e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136387 members 
Mstep: Class 3 contains 5306 members 
Mstep: Class 4 contains 36682 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63576 members 
Mstep: Class 7 contains 18357 members 
Mstep: Class 8 contains 117289 members 
Mstep: Class 9 contains 12686 members 
Mstep: Class 10 contains 10809 members 
Mstep: Class 11 contains 38328 members 
Mstep: Class 12 contains 16203 members 
Mstep: Class 13 contains 26909 members 
Mstep: Class 14 contains 11125 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6982 members 
Mstep: Class 17 contains 9172 members 
Mstep: Class 18 contains 42630 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 25890 members 
Mstep: Class 23 contains 23415 members 
Mstep: Class 24 contains 117783 members 
Mstep: Class 25 contains 5313 members 
Mstep: Class 27 contains 4532 members 
Mstep: Class 28 contains 4129 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33981 members 
Mstep: Class 32 contains 82897 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6421 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957416.000000 Penalty: 77880.085938
Iteration 278Q: 36 clusters Score -1.089574e+08 nChanged 120
Entering ConstructFrom: 
Score: -108957416.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (4037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Entering Unmasked Estep 
Score: -510029.843750 Penalty: 1349.279297
	Iteration 0F: 2 clusters Score -510029.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -506693.375000 Penalty: 2698.558594
	Iteration 0F: 3 clusters Score -506693.4 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -507556.750000 Penalty: 2698.558594
	Iteration 1F: 3 clusters Score -507556.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -507720.500000 Penalty: 2698.558594
	Iteration 2F: 3 clusters Score -507720.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -507820.750000 Penalty: 2698.558594
	Iteration 3F: 3 clusters Score -507820.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -507895.718750 Penalty: 2698.558594
	Iteration 4Q: 3 clusters Score -507895.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -507951.375000 Penalty: 2698.558594
	Iteration 5Q: 3 clusters Score -507951.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -508002.250000 Penalty: 2698.558594
	Iteration 6Q: 3 clusters Score -508002.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -508063.937500 Penalty: 2698.558594
	Iteration 7Q: 3 clusters Score -508063.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -508116.093750 Penalty: 2698.558594
	Iteration 8Q: 3 clusters Score -508116.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -508166.218750 Penalty: 2698.558594
	Iteration 9Q: 3 clusters Score -508166.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -508202.750000 Penalty: 2698.558594
	Iteration 10Q: 3 clusters Score -508202.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -508234.531250 Penalty: 2698.558594
	Iteration 11Q: 3 clusters Score -508234.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -508266.125000 Penalty: 2698.558594
	Iteration 12Q: 3 clusters Score -508266.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -508306.000000 Penalty: 2698.558594
	Iteration 13Q: 3 clusters Score -508306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -508338.968750 Penalty: 2698.558594
	Iteration 14Q: 3 clusters Score -508339 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -508379.937500 Penalty: 2698.558594
	Iteration 15Q: 3 clusters Score -508379.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -508426.718750 Penalty: 2698.558594
	Iteration 16Q: 3 clusters Score -508426.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -508469.437500 Penalty: 2698.558594
	Iteration 17Q: 3 clusters Score -508469.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -508505.812500 Penalty: 2698.558594
	Iteration 18Q: 3 clusters Score -508505.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -508538.718750 Penalty: 2698.558594
	Iteration 19Q: 3 clusters Score -508538.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -508566.375000 Penalty: 2698.558594
	Iteration 20F: 3 clusters Score -508566.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -508587.000000 Penalty: 2698.558594
	Iteration 21Q: 3 clusters Score -508587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -508609.375000 Penalty: 2698.558594
	Iteration 22Q: 3 clusters Score -508609.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -508630.531250 Penalty: 2698.558594
	Iteration 23Q: 3 clusters Score -508630.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -508659.406250 Penalty: 2698.558594
	Iteration 24Q: 3 clusters Score -508659.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -508689.625000 Penalty: 2698.558594
	Iteration 25Q: 3 clusters Score -508689.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -508718.156250 Penalty: 2698.558594
	Iteration 26Q: 3 clusters Score -508718.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -508741.562500 Penalty: 2698.558594
	Iteration 27Q: 3 clusters Score -508741.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -508779.656250 Penalty: 2698.558594
	Iteration 28Q: 3 clusters Score -508779.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -508801.093750 Penalty: 2698.558594
	Iteration 29Q: 3 clusters Score -508801.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -508826.937500 Penalty: 2698.558594
	Iteration 30Q: 3 clusters Score -508826.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -508844.437500 Penalty: 2698.558594
	Iteration 31Q: 3 clusters Score -508844.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -508861.812500 Penalty: 2698.558594
	Iteration 32Q: 3 clusters Score -508861.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -508871.781250 Penalty: 2698.558594
	Iteration 33Q: 3 clusters Score -508871.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -508880.750000 Penalty: 2698.558594
	Iteration 34Q: 3 clusters Score -508880.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -508883.906250 Penalty: 2698.558594
	Iteration 35Q: 3 clusters Score -508883.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -508888.281250 Penalty: 2698.558594
	Iteration 36Q: 3 clusters Score -508888.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -508892.375000 Penalty: 2698.558594
	Iteration 37Q: 3 clusters Score -508892.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -508894.500000 Penalty: 2698.558594
	Iteration 38Q: 3 clusters Score -508894.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -508896.406250 Penalty: 2698.558594
	Iteration 39Q: 3 clusters Score -508896.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -508905.093750 Penalty: 2698.558594
	Iteration 40F: 3 clusters Score -508905.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -508910.531250 Penalty: 2698.558594
	Iteration 41Q: 3 clusters Score -508910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -508914.593750 Penalty: 2698.558594
	Iteration 42Q: 3 clusters Score -508914.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -508915.937500 Penalty: 2698.558594
	Iteration 43Q: 3 clusters Score -508915.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -508918.031250 Penalty: 2698.558594
	Iteration 44Q: 3 clusters Score -508918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -508918.031250 Penalty: 2698.558594
	Iteration 45F: 3 clusters Score -508918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (136380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136380 members 
Entering Unmasked Estep 
Score: -17313590.000000 Penalty: 1921.270020
	Iteration 0F: 2 clusters Score -1.731359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68115 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -17232262.000000 Penalty: 3842.540039
	Iteration 0F: 3 clusters Score -1.723226e+07 nChanged 65663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66120 members 
Mstep: Class 2 contains 70260 members 
Entering Unmasked Estep 
Score: -17270842.000000 Penalty: 3842.540039
	Iteration 1F: 3 clusters Score -1.727084e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -17272312.000000 Penalty: 3842.540039
	Iteration 2Q: 3 clusters Score -1.727231e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -17273920.000000 Penalty: 3842.540039
	Iteration 3Q: 3 clusters Score -1.727392e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61083 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -17276442.000000 Penalty: 3842.540039
	Iteration 4Q: 3 clusters Score -1.727644e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -17279828.000000 Penalty: 3842.540039
	Iteration 5F: 3 clusters Score -1.727983e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 81432 members 
Entering Unmasked Estep 
Score: -17284188.000000 Penalty: 3842.540039
	Iteration 6F: 3 clusters Score -1.728419e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -17289592.000000 Penalty: 3842.540039
	Iteration 7F: 3 clusters Score -1.728959e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 87878 members 
Entering Unmasked Estep 
Score: -17294860.000000 Penalty: 3842.540039
	Iteration 8F: 3 clusters Score -1.729486e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 90056 members 
Entering Unmasked Estep 
Score: -17298824.000000 Penalty: 3842.540039
	Iteration 9F: 3 clusters Score -1.729882e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 91525 members 
Entering Unmasked Estep 
Score: -17300946.000000 Penalty: 3842.540039
	Iteration 10Q: 3 clusters Score -1.730095e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 92624 members 
Entering Unmasked Estep 
Score: -17301866.000000 Penalty: 3842.540039
	Iteration 11Q: 3 clusters Score -1.730187e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 93660 members 
Entering Unmasked Estep 
Score: -17302358.000000 Penalty: 3842.540039
	Iteration 12Q: 3 clusters Score -1.730236e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 94712 members 
Entering Unmasked Estep 
Score: -17302598.000000 Penalty: 3842.540039
	Iteration 13Q: 3 clusters Score -1.73026e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 95746 members 
Entering Unmasked Estep 
Score: -17302982.000000 Penalty: 3842.540039
	Iteration 14Q: 3 clusters Score -1.730298e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 96844 members 
Entering Unmasked Estep 
Score: -17303306.000000 Penalty: 3842.540039
	Iteration 15Q: 3 clusters Score -1.730331e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -17303644.000000 Penalty: 3842.540039
	Iteration 16Q: 3 clusters Score -1.730364e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 99125 members 
Entering Unmasked Estep 
Score: -17304030.000000 Penalty: 3842.540039
	Iteration 17Q: 3 clusters Score -1.730403e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 100240 members 
Entering Unmasked Estep 
Score: -17304370.000000 Penalty: 3842.540039
	Iteration 18Q: 3 clusters Score -1.730437e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 101389 members 
Entering Unmasked Estep 
Score: -17304730.000000 Penalty: 3842.540039
	Iteration 19Q: 3 clusters Score -1.730473e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 102578 members 
Entering Unmasked Estep 
Score: -17305146.000000 Penalty: 3842.540039
	Iteration 20F: 3 clusters Score -1.730515e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 103858 members 
Entering Unmasked Estep 
Score: -17305556.000000 Penalty: 3842.540039
	Iteration 21Q: 3 clusters Score -1.730556e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 105168 members 
Entering Unmasked Estep 
Score: -17306002.000000 Penalty: 3842.540039
	Iteration 22Q: 3 clusters Score -1.7306e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 106555 members 
Entering Unmasked Estep 
Score: -17306430.000000 Penalty: 3842.540039
	Iteration 23Q: 3 clusters Score -1.730643e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 108049 members 
Entering Unmasked Estep 
Score: -17307054.000000 Penalty: 3842.540039
	Iteration 24Q: 3 clusters Score -1.730705e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 109601 members 
Entering Unmasked Estep 
Score: -17307804.000000 Penalty: 3842.540039
	Iteration 25Q: 3 clusters Score -1.73078e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 111333 members 
Entering Unmasked Estep 
Score: -17308936.000000 Penalty: 3842.540039
	Iteration 26Q: 3 clusters Score -1.730894e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 113258 members 
Entering Unmasked Estep 
Score: -17309954.000000 Penalty: 3842.540039
	Iteration 27Q: 3 clusters Score -1.730995e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 115264 members 
Entering Unmasked Estep 
Score: -17310706.000000 Penalty: 3842.540039
	Iteration 28Q: 3 clusters Score -1.731071e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 117360 members 
Entering Unmasked Estep 
Score: -17311374.000000 Penalty: 3842.540039
	Iteration 29Q: 3 clusters Score -1.731137e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 119475 members 
Entering Unmasked Estep 
Score: -17311806.000000 Penalty: 3842.540039
	Iteration 30Q: 3 clusters Score -1.731181e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 121537 members 
Entering Unmasked Estep 
Score: -17312112.000000 Penalty: 3842.540039
	Iteration 31Q: 3 clusters Score -1.731211e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 123426 members 
Entering Unmasked Estep 
Score: -17312338.000000 Penalty: 3842.540039
	Iteration 32Q: 3 clusters Score -1.731234e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 125098 members 
Entering Unmasked Estep 
Score: -17312624.000000 Penalty: 3842.540039
	Iteration 33Q: 3 clusters Score -1.731262e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 126526 members 
Entering Unmasked Estep 
Score: -17312718.000000 Penalty: 3842.540039
	Iteration 34Q: 3 clusters Score -1.731272e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 127761 members 
Entering Unmasked Estep 
Score: -17312976.000000 Penalty: 3842.540039
	Iteration 35Q: 3 clusters Score -1.731298e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 128805 members 
Entering Unmasked Estep 
Score: -17313124.000000 Penalty: 3842.540039
	Iteration 36Q: 3 clusters Score -1.731312e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 129716 members 
Entering Unmasked Estep 
Score: -17313170.000000 Penalty: 3842.540039
	Iteration 37Q: 3 clusters Score -1.731317e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 130475 members 
Entering Unmasked Estep 
Score: -17313060.000000 Penalty: 3842.540039
	Iteration 38Q: 3 clusters Score -1.731306e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 131120 members 
Entering Unmasked Estep 
Score: -17312972.000000 Penalty: 3842.540039
	Iteration 39Q: 3 clusters Score -1.731297e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 131668 members 
Entering Unmasked Estep 
Score: -17312978.000000 Penalty: 3842.540039
	Iteration 40F: 3 clusters Score -1.731298e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 132208 members 
Entering Unmasked Estep 
Score: -17312922.000000 Penalty: 3842.540039
	Iteration 41Q: 3 clusters Score -1.731292e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 132692 members 
Entering Unmasked Estep 
Score: -17312914.000000 Penalty: 3842.540039
	Iteration 42Q: 3 clusters Score -1.731291e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 133099 members 
Entering Unmasked Estep 
Score: -17312918.000000 Penalty: 3842.540039
	Iteration 43Q: 3 clusters Score -1.731292e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 133427 members 
Entering Unmasked Estep 
Score: -17312864.000000 Penalty: 3842.540039
	Iteration 44Q: 3 clusters Score -1.731286e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 133725 members 
Entering Unmasked Estep 
Score: -17312826.000000 Penalty: 3842.540039
	Iteration 45Q: 3 clusters Score -1.731283e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 134009 members 
Entering Unmasked Estep 
Score: -17312792.000000 Penalty: 3842.540039
	Iteration 46Q: 3 clusters Score -1.731279e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 134262 members 
Entering Unmasked Estep 
Score: -17312740.000000 Penalty: 3842.540039
	Iteration 47Q: 3 clusters Score -1.731274e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 134486 members 
Entering Unmasked Estep 
Score: -17312732.000000 Penalty: 3842.540039
	Iteration 48Q: 3 clusters Score -1.731273e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 134661 members 
Entering Unmasked Estep 
Score: -17312714.000000 Penalty: 3842.540039
	Iteration 49Q: 3 clusters Score -1.731271e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 134812 members 
Entering Unmasked Estep 
Score: -17312626.000000 Penalty: 3842.540039
	Iteration 50Q: 3 clusters Score -1.731263e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 134935 members 
Entering Unmasked Estep 
Score: -17312634.000000 Penalty: 3842.540039
	Iteration 51Q: 3 clusters Score -1.731263e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 135033 members 
Entering Unmasked Estep 
Score: -17312592.000000 Penalty: 3842.540039
	Iteration 52Q: 3 clusters Score -1.731259e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 135112 members 
Entering Unmasked Estep 
Score: -17312604.000000 Penalty: 3842.540039
	Iteration 53Q: 3 clusters Score -1.73126e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 135196 members 
Entering Unmasked Estep 
Score: -17312582.000000 Penalty: 3842.540039
	Iteration 54Q: 3 clusters Score -1.731258e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 135262 members 
Entering Unmasked Estep 
Score: -17312584.000000 Penalty: 3842.540039
	Iteration 55Q: 3 clusters Score -1.731258e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 135313 members 
Entering Unmasked Estep 
Score: -17312546.000000 Penalty: 3842.540039
	Iteration 56Q: 3 clusters Score -1.731255e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 135357 members 
Entering Unmasked Estep 
Score: -17312538.000000 Penalty: 3842.540039
	Iteration 57Q: 3 clusters Score -1.731254e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 135388 members 
Entering Unmasked Estep 
Score: -17312540.000000 Penalty: 3842.540039
	Iteration 58Q: 3 clusters Score -1.731254e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 135426 members 
Entering Unmasked Estep 
Score: -17312524.000000 Penalty: 3842.540039
	Iteration 59Q: 3 clusters Score -1.731252e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 135453 members 
Entering Unmasked Estep 
Score: -17312506.000000 Penalty: 3842.540039
	Iteration 60F: 3 clusters Score -1.731251e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 135478 members 
Entering Unmasked Estep 
Score: -17312498.000000 Penalty: 3842.540039
	Iteration 61Q: 3 clusters Score -1.73125e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 135502 members 
Entering Unmasked Estep 
Score: -17312474.000000 Penalty: 3842.540039
	Iteration 62Q: 3 clusters Score -1.731247e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 135522 members 
Entering Unmasked Estep 
Score: -17312466.000000 Penalty: 3842.540039
	Iteration 63Q: 3 clusters Score -1.731247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 135540 members 
Entering Unmasked Estep 
Score: -17312434.000000 Penalty: 3842.540039
	Iteration 64Q: 3 clusters Score -1.731243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 135557 members 
Entering Unmasked Estep 
Score: -17312432.000000 Penalty: 3842.540039
	Iteration 65Q: 3 clusters Score -1.731243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 135574 members 
Entering Unmasked Estep 
Score: -17312418.000000 Penalty: 3842.540039
	Iteration 66Q: 3 clusters Score -1.731242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 135587 members 
Entering Unmasked Estep 
Score: -17312434.000000 Penalty: 3842.540039
	Iteration 67Q: 3 clusters Score -1.731243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 135600 members 
Entering Unmasked Estep 
Score: -17312430.000000 Penalty: 3842.540039
	Iteration 68Q: 3 clusters Score -1.731243e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 135618 members 
Entering Unmasked Estep 
Score: -17312422.000000 Penalty: 3842.540039
	Iteration 69Q: 3 clusters Score -1.731242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 135635 members 
Entering Unmasked Estep 
Score: -17312428.000000 Penalty: 3842.540039
	Iteration 70Q: 3 clusters Score -1.731243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 135650 members 
Entering Unmasked Estep 
Score: -17312418.000000 Penalty: 3842.540039
	Iteration 71Q: 3 clusters Score -1.731242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 135656 members 
Entering Unmasked Estep 
Score: -17312420.000000 Penalty: 3842.540039
	Iteration 72Q: 3 clusters Score -1.731242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 135661 members 
Entering Unmasked Estep 
Score: -17312414.000000 Penalty: 3842.540039
	Iteration 73Q: 3 clusters Score -1.731241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 135666 members 
Entering Unmasked Estep 
Score: -17312412.000000 Penalty: 3842.540039
	Iteration 74Q: 3 clusters Score -1.731241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 135671 members 
Entering Unmasked Estep 
Score: -17312402.000000 Penalty: 3842.540039
	Iteration 75Q: 3 clusters Score -1.73124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 135673 members 
Entering Unmasked Estep 
Score: -17312408.000000 Penalty: 3842.540039
	Iteration 76Q: 3 clusters Score -1.731241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 135672 members 
Entering Unmasked Estep 
Score: -17312406.000000 Penalty: 3842.540039
	Iteration 77Q: 3 clusters Score -1.731241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 135672 members 
Entering Unmasked Estep 
Score: -17312406.000000 Penalty: 3842.540039
	Iteration 78F: 3 clusters Score -1.731241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Entering Unmasked Estep 
Score: -576254.375000 Penalty: 1393.757690
	Iteration 0F: 2 clusters Score -576254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -572168.562500 Penalty: 2787.515381
	Iteration 0F: 3 clusters Score -572168.6 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -573727.687500 Penalty: 2787.515381
	Iteration 1F: 3 clusters Score -573727.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -574468.312500 Penalty: 2787.515381
	Iteration 2F: 3 clusters Score -574468.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -575104.562500 Penalty: 2787.515381
	Iteration 3F: 3 clusters Score -575104.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -575481.312500 Penalty: 2787.515381
	Iteration 4F: 3 clusters Score -575481.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -575635.375000 Penalty: 2787.515381
	Iteration 5Q: 3 clusters Score -575635.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -575724.000000 Penalty: 2787.515381
	Iteration 6Q: 3 clusters Score -575724 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -575772.500000 Penalty: 2787.515381
	Iteration 7Q: 3 clusters Score -575772.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -575807.750000 Penalty: 2787.515381
	Iteration 8Q: 3 clusters Score -575807.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -575831.875000 Penalty: 2787.515381
	Iteration 9Q: 3 clusters Score -575831.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -575857.937500 Penalty: 2787.515381
	Iteration 10Q: 3 clusters Score -575857.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -575874.125000 Penalty: 2787.515381
	Iteration 11Q: 3 clusters Score -575874.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -575886.625000 Penalty: 2787.515381
	Iteration 12Q: 3 clusters Score -575886.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -575904.875000 Penalty: 2787.515381
	Iteration 13Q: 3 clusters Score -575904.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -575929.062500 Penalty: 2787.515381
	Iteration 14Q: 3 clusters Score -575929.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -575946.375000 Penalty: 2787.515381
	Iteration 15Q: 3 clusters Score -575946.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -575962.875000 Penalty: 2787.515381
	Iteration 16Q: 3 clusters Score -575962.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -575984.312500 Penalty: 2787.515381
	Iteration 17Q: 3 clusters Score -575984.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -576016.062500 Penalty: 2787.515381
	Iteration 18Q: 3 clusters Score -576016.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -576039.750000 Penalty: 2787.515381
	Iteration 19Q: 3 clusters Score -576039.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -576070.812500 Penalty: 2787.515381
	Iteration 20F: 3 clusters Score -576070.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -576108.687500 Penalty: 2787.515381
	Iteration 21Q: 3 clusters Score -576108.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -576151.125000 Penalty: 2787.515381
	Iteration 22Q: 3 clusters Score -576151.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -576198.750000 Penalty: 2787.515381
	Iteration 23Q: 3 clusters Score -576198.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -576251.125000 Penalty: 2787.515381
	Iteration 24Q: 3 clusters Score -576251.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -576320.375000 Penalty: 2787.515381
	Iteration 25Q: 3 clusters Score -576320.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -576379.812500 Penalty: 2787.515381
	Iteration 26Q: 3 clusters Score -576379.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -576415.250000 Penalty: 2787.515381
	Iteration 27Q: 3 clusters Score -576415.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -576438.562500 Penalty: 2787.515381
	Iteration 28Q: 3 clusters Score -576438.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -576449.687500 Penalty: 2787.515381
	Iteration 29Q: 3 clusters Score -576449.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -576458.750000 Penalty: 2787.515381
	Iteration 30Q: 3 clusters Score -576458.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -576463.500000 Penalty: 2787.515381
	Iteration 31Q: 3 clusters Score -576463.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -576466.625000 Penalty: 2787.515381
	Iteration 32Q: 3 clusters Score -576466.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -576469.187500 Penalty: 2787.515381
	Iteration 33Q: 3 clusters Score -576469.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -576471.875000 Penalty: 2787.515381
	Iteration 34Q: 3 clusters Score -576471.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -576472.812500 Penalty: 2787.515381
	Iteration 35Q: 3 clusters Score -576472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -576472.187500 Penalty: 2787.515381
	Iteration 36Q: 3 clusters Score -576472.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -576472.500000 Penalty: 2787.515381
	Iteration 37Q: 3 clusters Score -576472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -576473.312500 Penalty: 2787.515381
	Iteration 38Q: 3 clusters Score -576473.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -576473.875000 Penalty: 2787.515381
	Iteration 39Q: 3 clusters Score -576473.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -576477.437500 Penalty: 2787.515381
	Iteration 40F: 3 clusters Score -576477.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -576477.875000 Penalty: 2787.515381
	Iteration 41Q: 3 clusters Score -576477.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -576478.062500 Penalty: 2787.515381
	Iteration 42Q: 3 clusters Score -576478.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -576477.687500 Penalty: 2787.515381
	Iteration 43Q: 3 clusters Score -576477.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -576480.562500 Penalty: 2787.515381
	Iteration 44Q: 3 clusters Score -576480.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -576481.812500 Penalty: 2787.515381
	Iteration 45Q: 3 clusters Score -576481.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -576483.875000 Penalty: 2787.515381
	Iteration 46Q: 3 clusters Score -576483.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -576485.562500 Penalty: 2787.515381
	Iteration 47Q: 3 clusters Score -576485.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -576485.250000 Penalty: 2787.515381
	Iteration 48Q: 3 clusters Score -576485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -576485.937500 Penalty: 2787.515381
	Iteration 49Q: 3 clusters Score -576485.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -576487.375000 Penalty: 2787.515381
	Iteration 50Q: 3 clusters Score -576487.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -576488.062500 Penalty: 2787.515381
	Iteration 51Q: 3 clusters Score -576488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -576488.562500 Penalty: 2787.515381
	Iteration 52Q: 3 clusters Score -576488.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -576488.625000 Penalty: 2787.515381
	Iteration 53Q: 3 clusters Score -576488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -576490.312500 Penalty: 2787.515381
	Iteration 54Q: 3 clusters Score -576490.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -576490.687500 Penalty: 2787.515381
	Iteration 55Q: 3 clusters Score -576490.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -576490.375000 Penalty: 2787.515381
	Iteration 56Q: 3 clusters Score -576490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -576490.562500 Penalty: 2787.515381
	Iteration 57Q: 3 clusters Score -576490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -576490.000000 Penalty: 2787.515381
	Iteration 58Q: 3 clusters Score -576490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -576491.375000 Penalty: 2787.515381
	Iteration 59Q: 3 clusters Score -576491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -576491.687500 Penalty: 2787.515381
	Iteration 60F: 3 clusters Score -576491.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -576492.250000 Penalty: 2787.515381
	Iteration 61Q: 3 clusters Score -576492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -576491.687500 Penalty: 2787.515381
	Iteration 62Q: 3 clusters Score -576491.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -576491.687500 Penalty: 2787.515381
	Iteration 63Q: 3 clusters Score -576491.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -576491.687500 Penalty: 2787.515381
	Iteration 64F: 3 clusters Score -576491.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136380 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 36687 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63604 members 
Mstep: Class 7 contains 18360 members 
Mstep: Class 8 contains 117297 members 
Mstep: Class 9 contains 12668 members 
Mstep: Class 10 contains 10810 members 
Mstep: Class 11 contains 38329 members 
Mstep: Class 12 contains 16199 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11123 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6982 members 
Mstep: Class 17 contains 9172 members 
Mstep: Class 18 contains 42632 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 25887 members 
Mstep: Class 23 contains 23419 members 
Mstep: Class 24 contains 117761 members 
Mstep: Class 25 contains 5314 members 
Mstep: Class 26 contains 3209 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4128 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33985 members 
Mstep: Class 32 contains 82894 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6421 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
Score: -108956960.000000 Penalty: 80105.234375
Splitting cluster 3 changes total score from -108957416.000000 to -108956960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (36687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Entering Unmasked Estep 
Score: -4370227.000000 Penalty: 1707.903809
	Iteration 0F: 2 clusters Score -4370227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4345651.000000 Penalty: 3415.807617
	Iteration 0F: 3 clusters Score -4345651 nChanged 17015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -4355102.500000 Penalty: 3415.807617
	Iteration 1F: 3 clusters Score -4355102 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -4355739.000000 Penalty: 3415.807617
	Iteration 2Q: 3 clusters Score -4355739 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -4356420.000000 Penalty: 3415.807617
	Iteration 3Q: 3 clusters Score -4356420 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -4357179.000000 Penalty: 3415.807617
	Iteration 4Q: 3 clusters Score -4357179 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4358039.500000 Penalty: 3415.807617
	Iteration 5Q: 3 clusters Score -4358040 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -4359134.500000 Penalty: 3415.807617
	Iteration 6F: 3 clusters Score -4359134 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -4360354.000000 Penalty: 3415.807617
	Iteration 7F: 3 clusters Score -4360354 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -4361547.000000 Penalty: 3415.807617
	Iteration 8F: 3 clusters Score -4361547 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -4362567.000000 Penalty: 3415.807617
	Iteration 9Q: 3 clusters Score -4362567 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -4363212.000000 Penalty: 3415.807617
	Iteration 10Q: 3 clusters Score -4363212 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -4363701.500000 Penalty: 3415.807617
	Iteration 11Q: 3 clusters Score -4363702 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -4363974.500000 Penalty: 3415.807617
	Iteration 12Q: 3 clusters Score -4363974 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -4364247.500000 Penalty: 3415.807617
	Iteration 13Q: 3 clusters Score -4364248 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -4364549.500000 Penalty: 3415.807617
	Iteration 14Q: 3 clusters Score -4364550 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -4364839.500000 Penalty: 3415.807617
	Iteration 15Q: 3 clusters Score -4364840 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -4365123.000000 Penalty: 3415.807617
	Iteration 16Q: 3 clusters Score -4365123 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -4365423.500000 Penalty: 3415.807617
	Iteration 17Q: 3 clusters Score -4365424 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -4365667.000000 Penalty: 3415.807617
	Iteration 18Q: 3 clusters Score -4365667 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -4365938.500000 Penalty: 3415.807617
	Iteration 19Q: 3 clusters Score -4365938 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4366189.000000 Penalty: 3415.807617
	Iteration 20F: 3 clusters Score -4366189 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4366409.000000 Penalty: 3415.807617
	Iteration 21Q: 3 clusters Score -4366409 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -4366670.500000 Penalty: 3415.807617
	Iteration 22Q: 3 clusters Score -4366670 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -4366902.500000 Penalty: 3415.807617
	Iteration 23Q: 3 clusters Score -4366902 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -4367151.000000 Penalty: 3415.807617
	Iteration 24Q: 3 clusters Score -4367151 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -4367383.500000 Penalty: 3415.807617
	Iteration 25Q: 3 clusters Score -4367384 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -4367609.000000 Penalty: 3415.807617
	Iteration 26Q: 3 clusters Score -4367609 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -4367846.500000 Penalty: 3415.807617
	Iteration 27Q: 3 clusters Score -4367846 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -4368062.000000 Penalty: 3415.807617
	Iteration 28Q: 3 clusters Score -4368062 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -4368232.000000 Penalty: 3415.807617
	Iteration 29Q: 3 clusters Score -4368232 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -4368391.000000 Penalty: 3415.807617
	Iteration 30Q: 3 clusters Score -4368391 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -4368519.000000 Penalty: 3415.807617
	Iteration 31Q: 3 clusters Score -4368519 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -4368622.000000 Penalty: 3415.807617
	Iteration 32Q: 3 clusters Score -4368622 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -4368707.500000 Penalty: 3415.807617
	Iteration 33Q: 3 clusters Score -4368708 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -4368762.000000 Penalty: 3415.807617
	Iteration 34Q: 3 clusters Score -4368762 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -4368794.000000 Penalty: 3415.807617
	Iteration 35Q: 3 clusters Score -4368794 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -4368827.000000 Penalty: 3415.807617
	Iteration 36Q: 3 clusters Score -4368827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4368851.000000 Penalty: 3415.807617
	Iteration 37Q: 3 clusters Score -4368851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -4368865.000000 Penalty: 3415.807617
	Iteration 38Q: 3 clusters Score -4368865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -4368877.000000 Penalty: 3415.807617
	Iteration 39Q: 3 clusters Score -4368877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -4368895.500000 Penalty: 3415.807617
	Iteration 40F: 3 clusters Score -4368896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4368912.000000 Penalty: 3415.807617
	Iteration 41Q: 3 clusters Score -4368912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -4368921.500000 Penalty: 3415.807617
	Iteration 42Q: 3 clusters Score -4368922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -4368939.500000 Penalty: 3415.807617
	Iteration 43Q: 3 clusters Score -4368940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -4368949.500000 Penalty: 3415.807617
	Iteration 44Q: 3 clusters Score -4368950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -4368953.500000 Penalty: 3415.807617
	Iteration 45Q: 3 clusters Score -4368954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -4368953.000000 Penalty: 3415.807617
	Iteration 46Q: 3 clusters Score -4368953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -4368962.500000 Penalty: 3415.807617
	Iteration 47Q: 3 clusters Score -4368962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -4368961.500000 Penalty: 3415.807617
	Iteration 48Q: 3 clusters Score -4368962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -4368962.000000 Penalty: 3415.807617
	Iteration 49Q: 3 clusters Score -4368962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -4368965.000000 Penalty: 3415.807617
	Iteration 50Q: 3 clusters Score -4368965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -4368967.500000 Penalty: 3415.807617
	Iteration 51Q: 3 clusters Score -4368968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -4368971.000000 Penalty: 3415.807617
	Iteration 52Q: 3 clusters Score -4368971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -4368972.000000 Penalty: 3415.807617
	Iteration 53Q: 3 clusters Score -4368972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -4368971.000000 Penalty: 3415.807617
	Iteration 54Q: 3 clusters Score -4368971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -4368971.500000 Penalty: 3415.807617
	Iteration 55Q: 3 clusters Score -4368972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -4368974.500000 Penalty: 3415.807617
	Iteration 56Q: 3 clusters Score -4368974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -4368974.500000 Penalty: 3415.807617
	Iteration 57F: 3 clusters Score -4368974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -14500.969727 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -14500.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13873.095703 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -13873.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14228.786133 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -14228.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14496.531250 Penalty: 1782.559082
	Iteration 2F: 3 clusters Score -14496.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14776.497070 Penalty: 1782.559082
	Iteration 3F: 3 clusters Score -14776.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14812.955078 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -14812.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14812.955078 Penalty: 1782.559082
	Iteration 5F: 3 clusters Score -14812.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136380 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 36687 members 
Mstep: Class 5 contains 165 members 
Mstep: Class 6 contains 63604 members 
Mstep: Class 7 contains 18360 members 
Mstep: Class 8 contains 117297 members 
Mstep: Class 9 contains 12668 members 
Mstep: Class 10 contains 10810 members 
Mstep: Class 11 contains 38329 members 
Mstep: Class 12 contains 16199 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11123 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6982 members 
Mstep: Class 17 contains 9172 members 
Mstep: Class 18 contains 42632 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 25887 members 
Mstep: Class 23 contains 23419 members 
Mstep: Class 24 contains 117761 members 
Mstep: Class 25 contains 5314 members 
Mstep: Class 26 contains 76 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4128 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33985 members 
Mstep: Class 32 contains 82894 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6421 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
Score: -108956384.000000 Penalty: 80105.234375
Splitting cluster 5 changes total score from -108957416.000000 to -108956384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (63604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Entering Unmasked Estep 
Score: -7487048.500000 Penalty: 1797.320068
	Iteration 0F: 2 clusters Score -7487048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -7444667.500000 Penalty: 3594.640137
	Iteration 0F: 3 clusters Score -7444668 nChanged 29882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -7461885.500000 Penalty: 3594.640137
	Iteration 1F: 3 clusters Score -7461886 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -7462858.500000 Penalty: 3594.640137
	Iteration 2Q: 3 clusters Score -7462858 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -7463946.000000 Penalty: 3594.640137
	Iteration 3Q: 3 clusters Score -7463946 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -7465208.000000 Penalty: 3594.640137
	Iteration 4Q: 3 clusters Score -7465208 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -7466753.500000 Penalty: 3594.640137
	Iteration 5F: 3 clusters Score -7466754 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -7468491.500000 Penalty: 3594.640137
	Iteration 6F: 3 clusters Score -7468492 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -7470385.000000 Penalty: 3594.640137
	Iteration 7F: 3 clusters Score -7470385 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -7472348.000000 Penalty: 3594.640137
	Iteration 8F: 3 clusters Score -7472348 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -7474300.000000 Penalty: 3594.640137
	Iteration 9F: 3 clusters Score -7474300 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -7476192.500000 Penalty: 3594.640137
	Iteration 10Q: 3 clusters Score -7476192 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -7477949.500000 Penalty: 3594.640137
	Iteration 11Q: 3 clusters Score -7477950 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -7479243.000000 Penalty: 3594.640137
	Iteration 12Q: 3 clusters Score -7479243 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -7480159.500000 Penalty: 3594.640137
	Iteration 13Q: 3 clusters Score -7480160 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -7480914.500000 Penalty: 3594.640137
	Iteration 14Q: 3 clusters Score -7480914 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -7481511.000000 Penalty: 3594.640137
	Iteration 15Q: 3 clusters Score -7481511 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -7482118.000000 Penalty: 3594.640137
	Iteration 16Q: 3 clusters Score -7482118 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -7482682.500000 Penalty: 3594.640137
	Iteration 17Q: 3 clusters Score -7482682 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -7483171.000000 Penalty: 3594.640137
	Iteration 18Q: 3 clusters Score -7483171 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -7483563.000000 Penalty: 3594.640137
	Iteration 19Q: 3 clusters Score -7483563 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -7483901.500000 Penalty: 3594.640137
	Iteration 20F: 3 clusters Score -7483902 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -7484211.500000 Penalty: 3594.640137
	Iteration 21Q: 3 clusters Score -7484212 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -7484506.000000 Penalty: 3594.640137
	Iteration 22Q: 3 clusters Score -7484506 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -7484718.500000 Penalty: 3594.640137
	Iteration 23Q: 3 clusters Score -7484718 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60787 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -7484905.000000 Penalty: 3594.640137
	Iteration 24Q: 3 clusters Score -7484905 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -7485065.000000 Penalty: 3594.640137
	Iteration 25Q: 3 clusters Score -7485065 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -7485221.000000 Penalty: 3594.640137
	Iteration 26Q: 3 clusters Score -7485221 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7485336.000000 Penalty: 3594.640137
	Iteration 27Q: 3 clusters Score -7485336 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7485407.000000 Penalty: 3594.640137
	Iteration 28Q: 3 clusters Score -7485407 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7485468.000000 Penalty: 3594.640137
	Iteration 29Q: 3 clusters Score -7485468 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7485496.500000 Penalty: 3594.640137
	Iteration 30Q: 3 clusters Score -7485496 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7485533.000000 Penalty: 3594.640137
	Iteration 31Q: 3 clusters Score -7485533 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7485574.500000 Penalty: 3594.640137
	Iteration 32Q: 3 clusters Score -7485574 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7485615.000000 Penalty: 3594.640137
	Iteration 33Q: 3 clusters Score -7485615 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7485633.000000 Penalty: 3594.640137
	Iteration 34Q: 3 clusters Score -7485633 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7485661.000000 Penalty: 3594.640137
	Iteration 35Q: 3 clusters Score -7485661 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7485678.500000 Penalty: 3594.640137
	Iteration 36Q: 3 clusters Score -7485678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7485696.000000 Penalty: 3594.640137
	Iteration 37Q: 3 clusters Score -7485696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7485709.500000 Penalty: 3594.640137
	Iteration 38Q: 3 clusters Score -7485710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7485720.000000 Penalty: 3594.640137
	Iteration 39Q: 3 clusters Score -7485720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7485730.500000 Penalty: 3594.640137
	Iteration 40F: 3 clusters Score -7485730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7485724.500000 Penalty: 3594.640137
	Iteration 41Q: 3 clusters Score -7485724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7485720.000000 Penalty: 3594.640137
	Iteration 42Q: 3 clusters Score -7485720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7485720.000000 Penalty: 3594.640137
	Iteration 43Q: 3 clusters Score -7485720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7485729.000000 Penalty: 3594.640137
	Iteration 44Q: 3 clusters Score -7485729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62707 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7485728.500000 Penalty: 3594.640137
	Iteration 45Q: 3 clusters Score -7485728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7485730.000000 Penalty: 3594.640137
	Iteration 46Q: 3 clusters Score -7485730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7485730.500000 Penalty: 3594.640137
	Iteration 47Q: 3 clusters Score -7485730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7485742.000000 Penalty: 3594.640137
	Iteration 48Q: 3 clusters Score -7485742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7485743.000000 Penalty: 3594.640137
	Iteration 49Q: 3 clusters Score -7485743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7485738.500000 Penalty: 3594.640137
	Iteration 50Q: 3 clusters Score -7485738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7485739.000000 Penalty: 3594.640137
	Iteration 51Q: 3 clusters Score -7485739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7485739.500000 Penalty: 3594.640137
	Iteration 52Q: 3 clusters Score -7485740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7485740.000000 Penalty: 3594.640137
	Iteration 53Q: 3 clusters Score -7485740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7485731.000000 Penalty: 3594.640137
	Iteration 54Q: 3 clusters Score -7485731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62741 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7485732.000000 Penalty: 3594.640137
	Iteration 55Q: 3 clusters Score -7485732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62744 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7485736.500000 Penalty: 3594.640137
	Iteration 56Q: 3 clusters Score -7485736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62747 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7485739.000000 Penalty: 3594.640137
	Iteration 57Q: 3 clusters Score -7485739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7485737.500000 Penalty: 3594.640137
	Iteration 58Q: 3 clusters Score -7485738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7485737.500000 Penalty: 3594.640137
	Iteration 59Q: 3 clusters Score -7485738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7485749.500000 Penalty: 3594.640137
	Iteration 60F: 3 clusters Score -7485750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Entering Unmasked Estep 
Score: -2307545.500000 Penalty: 1595.413452
	Iteration 0F: 2 clusters Score -2307546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2295004.750000 Penalty: 3190.826904
	Iteration 0F: 3 clusters Score -2295005 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2299272.250000 Penalty: 3190.826904
	Iteration 1F: 3 clusters Score -2299272 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2299557.250000 Penalty: 3190.826904
	Iteration 2Q: 3 clusters Score -2299557 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2299818.000000 Penalty: 3190.826904
	Iteration 3Q: 3 clusters Score -2299818 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2300028.500000 Penalty: 3190.826904
	Iteration 4Q: 3 clusters Score -2300028 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2300249.750000 Penalty: 3190.826904
	Iteration 5Q: 3 clusters Score -2300250 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2300478.000000 Penalty: 3190.826904
	Iteration 6Q: 3 clusters Score -2300478 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2300738.250000 Penalty: 3190.826904
	Iteration 7Q: 3 clusters Score -2300738 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2301018.250000 Penalty: 3190.826904
	Iteration 8Q: 3 clusters Score -2301018 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2301310.750000 Penalty: 3190.826904
	Iteration 9Q: 3 clusters Score -2301311 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2301716.500000 Penalty: 3190.826904
	Iteration 10Q: 3 clusters Score -2301716 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2302197.000000 Penalty: 3190.826904
	Iteration 11Q: 3 clusters Score -2302197 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2302783.750000 Penalty: 3190.826904
	Iteration 12Q: 3 clusters Score -2302784 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2303447.000000 Penalty: 3190.826904
	Iteration 13Q: 3 clusters Score -2303447 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2304098.750000 Penalty: 3190.826904
	Iteration 14Q: 3 clusters Score -2304099 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2304695.000000 Penalty: 3190.826904
	Iteration 15Q: 3 clusters Score -2304695 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2305155.000000 Penalty: 3190.826904
	Iteration 16Q: 3 clusters Score -2305155 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2305444.500000 Penalty: 3190.826904
	Iteration 17Q: 3 clusters Score -2305444 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2305675.500000 Penalty: 3190.826904
	Iteration 18Q: 3 clusters Score -2305676 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2305809.000000 Penalty: 3190.826904
	Iteration 19Q: 3 clusters Score -2305809 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2305901.750000 Penalty: 3190.826904
	Iteration 20F: 3 clusters Score -2305902 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2305962.750000 Penalty: 3190.826904
	Iteration 21Q: 3 clusters Score -2305963 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2306032.750000 Penalty: 3190.826904
	Iteration 22Q: 3 clusters Score -2306033 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2306066.000000 Penalty: 3190.826904
	Iteration 23Q: 3 clusters Score -2306066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2306089.250000 Penalty: 3190.826904
	Iteration 24Q: 3 clusters Score -2306089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2306110.750000 Penalty: 3190.826904
	Iteration 25Q: 3 clusters Score -2306111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2306136.500000 Penalty: 3190.826904
	Iteration 26Q: 3 clusters Score -2306136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2306157.500000 Penalty: 3190.826904
	Iteration 27Q: 3 clusters Score -2306158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2306181.500000 Penalty: 3190.826904
	Iteration 28Q: 3 clusters Score -2306182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2306196.250000 Penalty: 3190.826904
	Iteration 29Q: 3 clusters Score -2306196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2306213.000000 Penalty: 3190.826904
	Iteration 30Q: 3 clusters Score -2306213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2306221.000000 Penalty: 3190.826904
	Iteration 31Q: 3 clusters Score -2306221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2306232.000000 Penalty: 3190.826904
	Iteration 32Q: 3 clusters Score -2306232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2306238.250000 Penalty: 3190.826904
	Iteration 33Q: 3 clusters Score -2306238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2306245.250000 Penalty: 3190.826904
	Iteration 34Q: 3 clusters Score -2306245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2306254.250000 Penalty: 3190.826904
	Iteration 35Q: 3 clusters Score -2306254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2306255.750000 Penalty: 3190.826904
	Iteration 36Q: 3 clusters Score -2306256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2306255.000000 Penalty: 3190.826904
	Iteration 37Q: 3 clusters Score -2306255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2306260.750000 Penalty: 3190.826904
	Iteration 38Q: 3 clusters Score -2306261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2306260.250000 Penalty: 3190.826904
	Iteration 39Q: 3 clusters Score -2306260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2306258.250000 Penalty: 3190.826904
	Iteration 40F: 3 clusters Score -2306258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2306258.250000 Penalty: 3190.826904
	Iteration 41Q: 3 clusters Score -2306258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2306260.750000 Penalty: 3190.826904
	Iteration 42Q: 3 clusters Score -2306261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2306259.500000 Penalty: 3190.826904
	Iteration 43Q: 3 clusters Score -2306260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2306260.000000 Penalty: 3190.826904
	Iteration 44Q: 3 clusters Score -2306260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2306260.000000 Penalty: 3190.826904
	Iteration 45F: 3 clusters Score -2306260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (117297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117297 members 
Entering Unmasked Estep 
Score: -14983453.000000 Penalty: 1896.775513
	Iteration 0F: 2 clusters Score -1.498345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -14905936.000000 Penalty: 3793.551025
	Iteration 0F: 3 clusters Score -1.490594e+07 nChanged 56335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -14938467.000000 Penalty: 3793.551025
	Iteration 1F: 3 clusters Score -1.493847e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -14939340.000000 Penalty: 3793.551025
	Iteration 2Q: 3 clusters Score -1.493934e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -14940373.000000 Penalty: 3793.551025
	Iteration 3Q: 3 clusters Score -1.494037e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -14941991.000000 Penalty: 3793.551025
	Iteration 4Q: 3 clusters Score -1.494199e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -14944538.000000 Penalty: 3793.551025
	Iteration 5Q: 3 clusters Score -1.494454e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -14948076.000000 Penalty: 3793.551025
	Iteration 6F: 3 clusters Score -1.494808e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 74329 members 
Entering Unmasked Estep 
Score: -14952553.000000 Penalty: 3793.551025
	Iteration 7F: 3 clusters Score -1.495255e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -14957491.000000 Penalty: 3793.551025
	Iteration 8F: 3 clusters Score -1.495749e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 84554 members 
Entering Unmasked Estep 
Score: -14962040.000000 Penalty: 3793.551025
	Iteration 9F: 3 clusters Score -1.496204e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 88541 members 
Entering Unmasked Estep 
Score: -14965402.000000 Penalty: 3793.551025
	Iteration 10Q: 3 clusters Score -1.49654e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -14967877.000000 Penalty: 3793.551025
	Iteration 11Q: 3 clusters Score -1.496788e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 94496 members 
Entering Unmasked Estep 
Score: -14969541.000000 Penalty: 3793.551025
	Iteration 12Q: 3 clusters Score -1.496954e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 96884 members 
Entering Unmasked Estep 
Score: -14970824.000000 Penalty: 3793.551025
	Iteration 13Q: 3 clusters Score -1.497082e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 99081 members 
Entering Unmasked Estep 
Score: -14971848.000000 Penalty: 3793.551025
	Iteration 14Q: 3 clusters Score -1.497185e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 101033 members 
Entering Unmasked Estep 
Score: -14972671.000000 Penalty: 3793.551025
	Iteration 15Q: 3 clusters Score -1.497267e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 102823 members 
Entering Unmasked Estep 
Score: -14973456.000000 Penalty: 3793.551025
	Iteration 16Q: 3 clusters Score -1.497346e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 104477 members 
Entering Unmasked Estep 
Score: -14974309.000000 Penalty: 3793.551025
	Iteration 17Q: 3 clusters Score -1.497431e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 106097 members 
Entering Unmasked Estep 
Score: -14975106.000000 Penalty: 3793.551025
	Iteration 18Q: 3 clusters Score -1.497511e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 107541 members 
Entering Unmasked Estep 
Score: -14975844.000000 Penalty: 3793.551025
	Iteration 19Q: 3 clusters Score -1.497584e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 108859 members 
Entering Unmasked Estep 
Score: -14976508.000000 Penalty: 3793.551025
	Iteration 20F: 3 clusters Score -1.497651e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 110061 members 
Entering Unmasked Estep 
Score: -14977331.000000 Penalty: 3793.551025
	Iteration 21Q: 3 clusters Score -1.497733e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 111103 members 
Entering Unmasked Estep 
Score: -14978282.000000 Penalty: 3793.551025
	Iteration 22Q: 3 clusters Score -1.497828e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 112039 members 
Entering Unmasked Estep 
Score: -14978970.000000 Penalty: 3793.551025
	Iteration 23Q: 3 clusters Score -1.497897e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 112852 members 
Entering Unmasked Estep 
Score: -14979567.000000 Penalty: 3793.551025
	Iteration 24Q: 3 clusters Score -1.497957e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 113592 members 
Entering Unmasked Estep 
Score: -14980169.000000 Penalty: 3793.551025
	Iteration 25Q: 3 clusters Score -1.498017e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 114219 members 
Entering Unmasked Estep 
Score: -14980616.000000 Penalty: 3793.551025
	Iteration 26Q: 3 clusters Score -1.498062e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 114732 members 
Entering Unmasked Estep 
Score: -14980964.000000 Penalty: 3793.551025
	Iteration 27Q: 3 clusters Score -1.498096e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 115125 members 
Entering Unmasked Estep 
Score: -14981166.000000 Penalty: 3793.551025
	Iteration 28Q: 3 clusters Score -1.498117e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 115376 members 
Entering Unmasked Estep 
Score: -14981313.000000 Penalty: 3793.551025
	Iteration 29Q: 3 clusters Score -1.498131e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 115598 members 
Entering Unmasked Estep 
Score: -14981432.000000 Penalty: 3793.551025
	Iteration 30Q: 3 clusters Score -1.498143e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 115741 members 
Entering Unmasked Estep 
Score: -14981510.000000 Penalty: 3793.551025
	Iteration 31Q: 3 clusters Score -1.498151e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 115864 members 
Entering Unmasked Estep 
Score: -14981545.000000 Penalty: 3793.551025
	Iteration 32Q: 3 clusters Score -1.498154e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 115954 members 
Entering Unmasked Estep 
Score: -14981580.000000 Penalty: 3793.551025
	Iteration 33Q: 3 clusters Score -1.498158e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 116040 members 
Entering Unmasked Estep 
Score: -14981629.000000 Penalty: 3793.551025
	Iteration 34Q: 3 clusters Score -1.498163e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 116101 members 
Entering Unmasked Estep 
Score: -14981650.000000 Penalty: 3793.551025
	Iteration 35Q: 3 clusters Score -1.498165e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 116147 members 
Entering Unmasked Estep 
Score: -14981683.000000 Penalty: 3793.551025
	Iteration 36Q: 3 clusters Score -1.498168e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 116187 members 
Entering Unmasked Estep 
Score: -14981705.000000 Penalty: 3793.551025
	Iteration 37Q: 3 clusters Score -1.49817e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 116222 members 
Entering Unmasked Estep 
Score: -14981705.000000 Penalty: 3793.551025
	Iteration 38Q: 3 clusters Score -1.49817e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 116246 members 
Entering Unmasked Estep 
Score: -14981721.000000 Penalty: 3793.551025
	Iteration 39Q: 3 clusters Score -1.498172e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 116264 members 
Entering Unmasked Estep 
Score: -14981742.000000 Penalty: 3793.551025
	Iteration 40F: 3 clusters Score -1.498174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 116275 members 
Entering Unmasked Estep 
Score: -14981772.000000 Penalty: 3793.551025
	Iteration 41Q: 3 clusters Score -1.498177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 116284 members 
Entering Unmasked Estep 
Score: -14981767.000000 Penalty: 3793.551025
	Iteration 42Q: 3 clusters Score -1.498177e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 116298 members 
Entering Unmasked Estep 
Score: -14981765.000000 Penalty: 3793.551025
	Iteration 43Q: 3 clusters Score -1.498176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 116308 members 
Entering Unmasked Estep 
Score: -14981779.000000 Penalty: 3793.551025
	Iteration 44Q: 3 clusters Score -1.498178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 116320 members 
Entering Unmasked Estep 
Score: -14981793.000000 Penalty: 3793.551025
	Iteration 45Q: 3 clusters Score -1.498179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 116329 members 
Entering Unmasked Estep 
Score: -14981796.000000 Penalty: 3793.551025
	Iteration 46Q: 3 clusters Score -1.49818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 116340 members 
Entering Unmasked Estep 
Score: -14981827.000000 Penalty: 3793.551025
	Iteration 47Q: 3 clusters Score -1.498183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 116348 members 
Entering Unmasked Estep 
Score: -14981826.000000 Penalty: 3793.551025
	Iteration 48Q: 3 clusters Score -1.498183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 116351 members 
Entering Unmasked Estep 
Score: -14981832.000000 Penalty: 3793.551025
	Iteration 49Q: 3 clusters Score -1.498183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 116355 members 
Entering Unmasked Estep 
Score: -14981836.000000 Penalty: 3793.551025
	Iteration 50Q: 3 clusters Score -1.498184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 116359 members 
Entering Unmasked Estep 
Score: -14981841.000000 Penalty: 3793.551025
	Iteration 51Q: 3 clusters Score -1.498184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 116364 members 
Entering Unmasked Estep 
Score: -14981828.000000 Penalty: 3793.551025
	Iteration 52Q: 3 clusters Score -1.498183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 116375 members 
Entering Unmasked Estep 
Score: -14981834.000000 Penalty: 3793.551025
	Iteration 53Q: 3 clusters Score -1.498183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 116387 members 
Entering Unmasked Estep 
Score: -14981831.000000 Penalty: 3793.551025
	Iteration 54Q: 3 clusters Score -1.498183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 116394 members 
Entering Unmasked Estep 
Score: -14981835.000000 Penalty: 3793.551025
	Iteration 55Q: 3 clusters Score -1.498184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 116397 members 
Entering Unmasked Estep 
Score: -14981836.000000 Penalty: 3793.551025
	Iteration 56Q: 3 clusters Score -1.498184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 116400 members 
Entering Unmasked Estep 
Score: -14981832.000000 Penalty: 3793.551025
	Iteration 57Q: 3 clusters Score -1.498183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 116406 members 
Entering Unmasked Estep 
Score: -14981835.000000 Penalty: 3793.551025
	Iteration 58Q: 3 clusters Score -1.498184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 116409 members 
Entering Unmasked Estep 
Score: -14981836.000000 Penalty: 3793.551025
	Iteration 59Q: 3 clusters Score -1.498184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 116412 members 
Entering Unmasked Estep 
Score: -14981832.000000 Penalty: 3793.551025
	Iteration 60F: 3 clusters Score -1.498183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 116413 members 
Entering Unmasked Estep 
Score: -14981839.000000 Penalty: 3793.551025
	Iteration 61Q: 3 clusters Score -1.498184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 116415 members 
Entering Unmasked Estep 
Score: -14981844.000000 Penalty: 3793.551025
	Iteration 62Q: 3 clusters Score -1.498184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 116418 members 
Entering Unmasked Estep 
Score: -14981854.000000 Penalty: 3793.551025
	Iteration 63Q: 3 clusters Score -1.498185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 116419 members 
Entering Unmasked Estep 
Score: -14981843.000000 Penalty: 3793.551025
	Iteration 64Q: 3 clusters Score -1.498184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 116420 members 
Entering Unmasked Estep 
Score: -14981843.000000 Penalty: 3793.551025
	Iteration 65Q: 3 clusters Score -1.498184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 116420 members 
Entering Unmasked Estep 
Score: -14981843.000000 Penalty: 3793.551025
	Iteration 66F: 3 clusters Score -1.498184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Entering Unmasked Estep 
Score: -1569336.625000 Penalty: 1535.110596
	Iteration 0F: 2 clusters Score -1569337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1560444.750000 Penalty: 3070.221191
	Iteration 0F: 3 clusters Score -1560445 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1563541.625000 Penalty: 3070.221191
	Iteration 1F: 3 clusters Score -1563542 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1563961.375000 Penalty: 3070.221191
	Iteration 2F: 3 clusters Score -1563961 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1564378.500000 Penalty: 3070.221191
	Iteration 3F: 3 clusters Score -1564378 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1564887.375000 Penalty: 3070.221191
	Iteration 4F: 3 clusters Score -1564887 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1565570.000000 Penalty: 3070.221191
	Iteration 5F: 3 clusters Score -1565570 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1566274.625000 Penalty: 3070.221191
	Iteration 6F: 3 clusters Score -1566275 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1566878.250000 Penalty: 3070.221191
	Iteration 7F: 3 clusters Score -1566878 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1567338.500000 Penalty: 3070.221191
	Iteration 8Q: 3 clusters Score -1567338 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1567602.000000 Penalty: 3070.221191
	Iteration 9Q: 3 clusters Score -1567602 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1567763.875000 Penalty: 3070.221191
	Iteration 10Q: 3 clusters Score -1567764 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1567872.500000 Penalty: 3070.221191
	Iteration 11Q: 3 clusters Score -1567872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1567941.375000 Penalty: 3070.221191
	Iteration 12Q: 3 clusters Score -1567941 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1567974.500000 Penalty: 3070.221191
	Iteration 13Q: 3 clusters Score -1567974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1567999.875000 Penalty: 3070.221191
	Iteration 14Q: 3 clusters Score -1568000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1568004.500000 Penalty: 3070.221191
	Iteration 15Q: 3 clusters Score -1568004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1568011.375000 Penalty: 3070.221191
	Iteration 16Q: 3 clusters Score -1568011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1568014.250000 Penalty: 3070.221191
	Iteration 17Q: 3 clusters Score -1568014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1568026.250000 Penalty: 3070.221191
	Iteration 18Q: 3 clusters Score -1568026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1568033.500000 Penalty: 3070.221191
	Iteration 19Q: 3 clusters Score -1568034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1568037.250000 Penalty: 3070.221191
	Iteration 20F: 3 clusters Score -1568037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1568040.750000 Penalty: 3070.221191
	Iteration 21Q: 3 clusters Score -1568041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1568046.250000 Penalty: 3070.221191
	Iteration 22Q: 3 clusters Score -1568046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1568052.750000 Penalty: 3070.221191
	Iteration 23Q: 3 clusters Score -1568053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1568059.500000 Penalty: 3070.221191
	Iteration 24Q: 3 clusters Score -1568060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1568065.625000 Penalty: 3070.221191
	Iteration 25Q: 3 clusters Score -1568066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1568075.875000 Penalty: 3070.221191
	Iteration 26Q: 3 clusters Score -1568076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1568081.875000 Penalty: 3070.221191
	Iteration 27Q: 3 clusters Score -1568082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1568087.250000 Penalty: 3070.221191
	Iteration 28Q: 3 clusters Score -1568087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1568088.500000 Penalty: 3070.221191
	Iteration 29Q: 3 clusters Score -1568088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1568088.375000 Penalty: 3070.221191
	Iteration 30Q: 3 clusters Score -1568088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1568088.375000 Penalty: 3070.221191
	Iteration 31F: 3 clusters Score -1568088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Entering Unmasked Estep 
Score: -1346288.875000 Penalty: 1509.336914
	Iteration 0F: 2 clusters Score -1346289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1338596.375000 Penalty: 3018.673828
	Iteration 0F: 3 clusters Score -1338596 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1341107.375000 Penalty: 3018.673828
	Iteration 1F: 3 clusters Score -1341107 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1341378.125000 Penalty: 3018.673828
	Iteration 2F: 3 clusters Score -1341378 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1341590.000000 Penalty: 3018.673828
	Iteration 3Q: 3 clusters Score -1341590 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1341808.625000 Penalty: 3018.673828
	Iteration 4Q: 3 clusters Score -1341809 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1342036.250000 Penalty: 3018.673828
	Iteration 5Q: 3 clusters Score -1342036 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1342312.750000 Penalty: 3018.673828
	Iteration 6Q: 3 clusters Score -1342313 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1342646.000000 Penalty: 3018.673828
	Iteration 7Q: 3 clusters Score -1342646 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1343021.625000 Penalty: 3018.673828
	Iteration 8F: 3 clusters Score -1343022 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1343396.000000 Penalty: 3018.673828
	Iteration 9Q: 3 clusters Score -1343396 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1343754.375000 Penalty: 3018.673828
	Iteration 10Q: 3 clusters Score -1343754 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1344049.250000 Penalty: 3018.673828
	Iteration 11Q: 3 clusters Score -1344049 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1344288.875000 Penalty: 3018.673828
	Iteration 12Q: 3 clusters Score -1344289 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1344457.625000 Penalty: 3018.673828
	Iteration 13Q: 3 clusters Score -1344458 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1344603.125000 Penalty: 3018.673828
	Iteration 14Q: 3 clusters Score -1344603 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1344718.875000 Penalty: 3018.673828
	Iteration 15Q: 3 clusters Score -1344719 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1344791.625000 Penalty: 3018.673828
	Iteration 16Q: 3 clusters Score -1344792 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1344850.000000 Penalty: 3018.673828
	Iteration 17Q: 3 clusters Score -1344850 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1344895.000000 Penalty: 3018.673828
	Iteration 18Q: 3 clusters Score -1344895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1344929.625000 Penalty: 3018.673828
	Iteration 19Q: 3 clusters Score -1344930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1344950.750000 Penalty: 3018.673828
	Iteration 20F: 3 clusters Score -1344951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1344961.375000 Penalty: 3018.673828
	Iteration 21Q: 3 clusters Score -1344961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1344976.375000 Penalty: 3018.673828
	Iteration 22Q: 3 clusters Score -1344976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1344984.500000 Penalty: 3018.673828
	Iteration 23Q: 3 clusters Score -1344984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1344993.125000 Penalty: 3018.673828
	Iteration 24Q: 3 clusters Score -1344993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1344999.250000 Penalty: 3018.673828
	Iteration 25Q: 3 clusters Score -1344999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1345004.125000 Penalty: 3018.673828
	Iteration 26Q: 3 clusters Score -1345004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1345009.750000 Penalty: 3018.673828
	Iteration 27Q: 3 clusters Score -1345010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1345012.625000 Penalty: 3018.673828
	Iteration 28Q: 3 clusters Score -1345013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1345015.000000 Penalty: 3018.673828
	Iteration 29Q: 3 clusters Score -1345015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1345017.500000 Penalty: 3018.673828
	Iteration 30Q: 3 clusters Score -1345018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1345022.625000 Penalty: 3018.673828
	Iteration 31Q: 3 clusters Score -1345023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1345024.125000 Penalty: 3018.673828
	Iteration 32Q: 3 clusters Score -1345024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1345029.875000 Penalty: 3018.673828
	Iteration 33Q: 3 clusters Score -1345030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1345032.125000 Penalty: 3018.673828
	Iteration 34Q: 3 clusters Score -1345032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1345036.875000 Penalty: 3018.673828
	Iteration 35Q: 3 clusters Score -1345037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1345038.250000 Penalty: 3018.673828
	Iteration 36Q: 3 clusters Score -1345038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1345044.875000 Penalty: 3018.673828
	Iteration 37Q: 3 clusters Score -1345045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1345046.500000 Penalty: 3018.673828
	Iteration 38Q: 3 clusters Score -1345046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1345046.750000 Penalty: 3018.673828
	Iteration 39Q: 3 clusters Score -1345047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1345046.750000 Penalty: 3018.673828
	Iteration 40F: 3 clusters Score -1345047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Entering Unmasked Estep 
Score: -4939062.000000 Penalty: 1715.018799
	Iteration 0F: 2 clusters Score -4939062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -4913115.000000 Penalty: 3430.037598
	Iteration 0F: 3 clusters Score -4913115 nChanged 17855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4923156.500000 Penalty: 3430.037598
	Iteration 1F: 3 clusters Score -4923156 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -4923776.000000 Penalty: 3430.037598
	Iteration 2Q: 3 clusters Score -4923776 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -4924554.500000 Penalty: 3430.037598
	Iteration 3Q: 3 clusters Score -4924554 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -4925657.500000 Penalty: 3430.037598
	Iteration 4F: 3 clusters Score -4925658 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -4927262.000000 Penalty: 3430.037598
	Iteration 5F: 3 clusters Score -4927262 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -4929278.500000 Penalty: 3430.037598
	Iteration 6F: 3 clusters Score -4929278 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -4931330.000000 Penalty: 3430.037598
	Iteration 7F: 3 clusters Score -4931330 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -4933160.000000 Penalty: 3430.037598
	Iteration 8F: 3 clusters Score -4933160 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -4934705.000000 Penalty: 3430.037598
	Iteration 9Q: 3 clusters Score -4934705 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4935733.000000 Penalty: 3430.037598
	Iteration 10Q: 3 clusters Score -4935733 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -4936385.000000 Penalty: 3430.037598
	Iteration 11Q: 3 clusters Score -4936385 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -4936810.500000 Penalty: 3430.037598
	Iteration 12Q: 3 clusters Score -4936810 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -4937098.500000 Penalty: 3430.037598
	Iteration 13Q: 3 clusters Score -4937098 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -4937253.000000 Penalty: 3430.037598
	Iteration 14Q: 3 clusters Score -4937253 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -4937363.000000 Penalty: 3430.037598
	Iteration 15Q: 3 clusters Score -4937363 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -4937420.000000 Penalty: 3430.037598
	Iteration 16Q: 3 clusters Score -4937420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -4937452.000000 Penalty: 3430.037598
	Iteration 17Q: 3 clusters Score -4937452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -4937484.500000 Penalty: 3430.037598
	Iteration 18Q: 3 clusters Score -4937484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -4937492.500000 Penalty: 3430.037598
	Iteration 19Q: 3 clusters Score -4937492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -4937498.000000 Penalty: 3430.037598
	Iteration 20F: 3 clusters Score -4937498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -4937506.500000 Penalty: 3430.037598
	Iteration 21Q: 3 clusters Score -4937506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -4937515.500000 Penalty: 3430.037598
	Iteration 22Q: 3 clusters Score -4937516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -4937527.500000 Penalty: 3430.037598
	Iteration 23Q: 3 clusters Score -4937528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -4937529.000000 Penalty: 3430.037598
	Iteration 24Q: 3 clusters Score -4937529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -4937535.500000 Penalty: 3430.037598
	Iteration 25Q: 3 clusters Score -4937536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -4937543.000000 Penalty: 3430.037598
	Iteration 26Q: 3 clusters Score -4937543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -4937545.500000 Penalty: 3430.037598
	Iteration 27Q: 3 clusters Score -4937546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -4937546.000000 Penalty: 3430.037598
	Iteration 28Q: 3 clusters Score -4937546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -4937548.500000 Penalty: 3430.037598
	Iteration 29Q: 3 clusters Score -4937548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -4937547.500000 Penalty: 3430.037598
	Iteration 30Q: 3 clusters Score -4937548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -4937552.000000 Penalty: 3430.037598
	Iteration 31Q: 3 clusters Score -4937552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -4937554.500000 Penalty: 3430.037598
	Iteration 32Q: 3 clusters Score -4937554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -4937554.500000 Penalty: 3430.037598
	Iteration 33F: 3 clusters Score -4937554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Entering Unmasked Estep 
Score: -2072106.000000 Penalty: 1575.064575
	Iteration 0F: 2 clusters Score -2072106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2060831.500000 Penalty: 3150.129150
	Iteration 0F: 3 clusters Score -2060832 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2064676.125000 Penalty: 3150.129150
	Iteration 1F: 3 clusters Score -2064676 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2064997.000000 Penalty: 3150.129150
	Iteration 2F: 3 clusters Score -2064997 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2065235.625000 Penalty: 3150.129150
	Iteration 3Q: 3 clusters Score -2065236 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2065438.500000 Penalty: 3150.129150
	Iteration 4Q: 3 clusters Score -2065438 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2065606.750000 Penalty: 3150.129150
	Iteration 5Q: 3 clusters Score -2065607 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2065769.500000 Penalty: 3150.129150
	Iteration 6Q: 3 clusters Score -2065770 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2065958.750000 Penalty: 3150.129150
	Iteration 7Q: 3 clusters Score -2065959 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2066198.875000 Penalty: 3150.129150
	Iteration 8Q: 3 clusters Score -2066199 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2066522.375000 Penalty: 3150.129150
	Iteration 9Q: 3 clusters Score -2066522 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2067007.125000 Penalty: 3150.129150
	Iteration 10Q: 3 clusters Score -2067007 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2067717.750000 Penalty: 3150.129150
	Iteration 11F: 3 clusters Score -2067718 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2068503.500000 Penalty: 3150.129150
	Iteration 12F: 3 clusters Score -2068504 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2069302.625000 Penalty: 3150.129150
	Iteration 13F: 3 clusters Score -2069303 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2069908.000000 Penalty: 3150.129150
	Iteration 14Q: 3 clusters Score -2069908 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2070296.250000 Penalty: 3150.129150
	Iteration 15Q: 3 clusters Score -2070296 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2070480.500000 Penalty: 3150.129150
	Iteration 16Q: 3 clusters Score -2070480 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2070593.750000 Penalty: 3150.129150
	Iteration 17Q: 3 clusters Score -2070594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2070651.250000 Penalty: 3150.129150
	Iteration 18Q: 3 clusters Score -2070651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2070686.875000 Penalty: 3150.129150
	Iteration 19Q: 3 clusters Score -2070687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2070710.625000 Penalty: 3150.129150
	Iteration 20F: 3 clusters Score -2070711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2070724.000000 Penalty: 3150.129150
	Iteration 21Q: 3 clusters Score -2070724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2070733.500000 Penalty: 3150.129150
	Iteration 22Q: 3 clusters Score -2070734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2070743.500000 Penalty: 3150.129150
	Iteration 23Q: 3 clusters Score -2070744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2070752.375000 Penalty: 3150.129150
	Iteration 24Q: 3 clusters Score -2070752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2070756.750000 Penalty: 3150.129150
	Iteration 25Q: 3 clusters Score -2070757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2070759.250000 Penalty: 3150.129150
	Iteration 26Q: 3 clusters Score -2070759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2070760.375000 Penalty: 3150.129150
	Iteration 27Q: 3 clusters Score -2070760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2070762.750000 Penalty: 3150.129150
	Iteration 28Q: 3 clusters Score -2070763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2070764.625000 Penalty: 3150.129150
	Iteration 29Q: 3 clusters Score -2070765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2070764.000000 Penalty: 3150.129150
	Iteration 30Q: 3 clusters Score -2070764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2070766.125000 Penalty: 3150.129150
	Iteration 31Q: 3 clusters Score -2070766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2070766.250000 Penalty: 3150.129150
	Iteration 32Q: 3 clusters Score -2070766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2070766.250000 Penalty: 3150.129150
	Iteration 33F: 3 clusters Score -2070766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Entering Unmasked Estep 
Score: -3410796.000000 Penalty: 1657.541138
	Iteration 0F: 2 clusters Score -3410796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3392637.250000 Penalty: 3315.082275
	Iteration 0F: 3 clusters Score -3392637 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3399526.000000 Penalty: 3315.082275
	Iteration 1F: 3 clusters Score -3399526 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3399982.250000 Penalty: 3315.082275
	Iteration 2Q: 3 clusters Score -3399982 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -3400499.250000 Penalty: 3315.082275
	Iteration 3Q: 3 clusters Score -3400499 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -3401213.500000 Penalty: 3315.082275
	Iteration 4F: 3 clusters Score -3401214 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -3402082.000000 Penalty: 3315.082275
	Iteration 5F: 3 clusters Score -3402082 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3403295.750000 Penalty: 3315.082275
	Iteration 6F: 3 clusters Score -3403296 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -3404715.750000 Penalty: 3315.082275
	Iteration 7F: 3 clusters Score -3404716 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3406214.000000 Penalty: 3315.082275
	Iteration 8F: 3 clusters Score -3406214 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3407498.250000 Penalty: 3315.082275
	Iteration 9F: 3 clusters Score -3407498 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3408395.500000 Penalty: 3315.082275
	Iteration 10Q: 3 clusters Score -3408396 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3408873.000000 Penalty: 3315.082275
	Iteration 11Q: 3 clusters Score -3408873 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3409123.250000 Penalty: 3315.082275
	Iteration 12Q: 3 clusters Score -3409123 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3409249.000000 Penalty: 3315.082275
	Iteration 13Q: 3 clusters Score -3409249 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3409298.000000 Penalty: 3315.082275
	Iteration 14Q: 3 clusters Score -3409298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3409324.500000 Penalty: 3315.082275
	Iteration 15Q: 3 clusters Score -3409324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3409342.500000 Penalty: 3315.082275
	Iteration 16Q: 3 clusters Score -3409342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3409352.500000 Penalty: 3315.082275
	Iteration 17Q: 3 clusters Score -3409352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3409361.500000 Penalty: 3315.082275
	Iteration 18Q: 3 clusters Score -3409362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3409378.250000 Penalty: 3315.082275
	Iteration 19Q: 3 clusters Score -3409378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3409390.750000 Penalty: 3315.082275
	Iteration 20F: 3 clusters Score -3409391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3409397.000000 Penalty: 3315.082275
	Iteration 21Q: 3 clusters Score -3409397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3409403.500000 Penalty: 3315.082275
	Iteration 22Q: 3 clusters Score -3409404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3409404.750000 Penalty: 3315.082275
	Iteration 23Q: 3 clusters Score -3409405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3409405.750000 Penalty: 3315.082275
	Iteration 24Q: 3 clusters Score -3409406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3409405.750000 Penalty: 3315.082275
	Iteration 25F: 3 clusters Score -3409406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Entering Unmasked Estep 
Score: -1352097.250000 Penalty: 1513.975220
	Iteration 0F: 2 clusters Score -1352097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1344153.375000 Penalty: 3027.950439
	Iteration 0F: 3 clusters Score -1344153 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1346953.500000 Penalty: 3027.950439
	Iteration 1F: 3 clusters Score -1346954 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1347284.750000 Penalty: 3027.950439
	Iteration 2F: 3 clusters Score -1347285 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1347631.625000 Penalty: 3027.950439
	Iteration 3F: 3 clusters Score -1347632 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1348145.000000 Penalty: 3027.950439
	Iteration 4F: 3 clusters Score -1348145 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1348847.250000 Penalty: 3027.950439
	Iteration 5F: 3 clusters Score -1348847 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1349643.125000 Penalty: 3027.950439
	Iteration 6F: 3 clusters Score -1349643 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1350337.625000 Penalty: 3027.950439
	Iteration 7F: 3 clusters Score -1350338 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1350789.750000 Penalty: 3027.950439
	Iteration 8Q: 3 clusters Score -1350790 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1351146.625000 Penalty: 3027.950439
	Iteration 9Q: 3 clusters Score -1351147 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1351323.625000 Penalty: 3027.950439
	Iteration 10Q: 3 clusters Score -1351324 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1351449.750000 Penalty: 3027.950439
	Iteration 11Q: 3 clusters Score -1351450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1351527.125000 Penalty: 3027.950439
	Iteration 12Q: 3 clusters Score -1351527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1351563.250000 Penalty: 3027.950439
	Iteration 13Q: 3 clusters Score -1351563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1351581.750000 Penalty: 3027.950439
	Iteration 14Q: 3 clusters Score -1351582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1351591.125000 Penalty: 3027.950439
	Iteration 15Q: 3 clusters Score -1351591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1351596.750000 Penalty: 3027.950439
	Iteration 16Q: 3 clusters Score -1351597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1351599.875000 Penalty: 3027.950439
	Iteration 17Q: 3 clusters Score -1351600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1351601.125000 Penalty: 3027.950439
	Iteration 18Q: 3 clusters Score -1351601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1351602.750000 Penalty: 3027.950439
	Iteration 19Q: 3 clusters Score -1351603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1351602.125000 Penalty: 3027.950439
	Iteration 20F: 3 clusters Score -1351602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -19683.697266 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -19683.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18980.150391 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -18980.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19093.457031 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -19093.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19153.398438 Penalty: 1739.353882
	Iteration 2F: 3 clusters Score -19153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -19169.230469 Penalty: 1739.353882
	Iteration 3Q: 3 clusters Score -19169.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -19186.123047 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -19186.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -19195.632812 Penalty: 1739.353882
	Iteration 5Q: 3 clusters Score -19195.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19203.039062 Penalty: 1739.353882
	Iteration 6Q: 3 clusters Score -19203.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19206.019531 Penalty: 1739.353882
	Iteration 7Q: 3 clusters Score -19206.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19206.019531 Penalty: 1739.353882
	Iteration 8F: 3 clusters Score -19206.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -882493.562500 Penalty: 1438.302246
	Iteration 0F: 2 clusters Score -882493.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -877272.625000 Penalty: 2876.604492
	Iteration 0F: 3 clusters Score -877272.6 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -879096.687500 Penalty: 2876.604492
	Iteration 1F: 3 clusters Score -879096.7 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -879671.937500 Penalty: 2876.604492
	Iteration 2F: 3 clusters Score -879671.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -880343.125000 Penalty: 2876.604492
	Iteration 3F: 3 clusters Score -880343.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -880840.312500 Penalty: 2876.604492
	Iteration 4F: 3 clusters Score -880840.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -881126.437500 Penalty: 2876.604492
	Iteration 5F: 3 clusters Score -881126.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -881298.125000 Penalty: 2876.604492
	Iteration 6Q: 3 clusters Score -881298.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -881411.250000 Penalty: 2876.604492
	Iteration 7Q: 3 clusters Score -881411.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -881479.750000 Penalty: 2876.604492
	Iteration 8Q: 3 clusters Score -881479.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -881534.250000 Penalty: 2876.604492
	Iteration 9Q: 3 clusters Score -881534.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -881572.000000 Penalty: 2876.604492
	Iteration 10Q: 3 clusters Score -881572 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -881601.125000 Penalty: 2876.604492
	Iteration 11Q: 3 clusters Score -881601.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -881623.250000 Penalty: 2876.604492
	Iteration 12Q: 3 clusters Score -881623.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -881643.125000 Penalty: 2876.604492
	Iteration 13Q: 3 clusters Score -881643.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -881659.187500 Penalty: 2876.604492
	Iteration 14Q: 3 clusters Score -881659.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -881674.375000 Penalty: 2876.604492
	Iteration 15Q: 3 clusters Score -881674.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -881689.062500 Penalty: 2876.604492
	Iteration 16Q: 3 clusters Score -881689.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -881702.187500 Penalty: 2876.604492
	Iteration 17Q: 3 clusters Score -881702.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -881716.875000 Penalty: 2876.604492
	Iteration 18Q: 3 clusters Score -881716.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -881733.312500 Penalty: 2876.604492
	Iteration 19Q: 3 clusters Score -881733.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -881741.375000 Penalty: 2876.604492
	Iteration 20F: 3 clusters Score -881741.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -881752.937500 Penalty: 2876.604492
	Iteration 21Q: 3 clusters Score -881752.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -881766.875000 Penalty: 2876.604492
	Iteration 22Q: 3 clusters Score -881766.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -881778.875000 Penalty: 2876.604492
	Iteration 23Q: 3 clusters Score -881778.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -881790.000000 Penalty: 2876.604492
	Iteration 24Q: 3 clusters Score -881790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -881797.000000 Penalty: 2876.604492
	Iteration 25Q: 3 clusters Score -881797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -881806.812500 Penalty: 2876.604492
	Iteration 26Q: 3 clusters Score -881806.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -881818.625000 Penalty: 2876.604492
	Iteration 27Q: 3 clusters Score -881818.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -881823.562500 Penalty: 2876.604492
	Iteration 28Q: 3 clusters Score -881823.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -881829.000000 Penalty: 2876.604492
	Iteration 29Q: 3 clusters Score -881829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -881831.250000 Penalty: 2876.604492
	Iteration 30Q: 3 clusters Score -881831.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -881832.687500 Penalty: 2876.604492
	Iteration 31Q: 3 clusters Score -881832.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -881837.750000 Penalty: 2876.604492
	Iteration 32Q: 3 clusters Score -881837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -881837.125000 Penalty: 2876.604492
	Iteration 33Q: 3 clusters Score -881837.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -881840.187500 Penalty: 2876.604492
	Iteration 34Q: 3 clusters Score -881840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -881840.187500 Penalty: 2876.604492
	Iteration 35Q: 3 clusters Score -881840.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -881842.062500 Penalty: 2876.604492
	Iteration 36Q: 3 clusters Score -881842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -881842.812500 Penalty: 2876.604492
	Iteration 37Q: 3 clusters Score -881842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -881844.687500 Penalty: 2876.604492
	Iteration 38Q: 3 clusters Score -881844.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -881847.500000 Penalty: 2876.604492
	Iteration 39Q: 3 clusters Score -881847.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -881849.937500 Penalty: 2876.604492
	Iteration 40F: 3 clusters Score -881849.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -881849.937500 Penalty: 2876.604492
	Iteration 41Q: 3 clusters Score -881849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -881851.250000 Penalty: 2876.604492
	Iteration 42Q: 3 clusters Score -881851.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -881851.437500 Penalty: 2876.604492
	Iteration 43Q: 3 clusters Score -881851.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -881852.375000 Penalty: 2876.604492
	Iteration 44Q: 3 clusters Score -881852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -881855.000000 Penalty: 2876.604492
	Iteration 45Q: 3 clusters Score -881855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -881856.687500 Penalty: 2876.604492
	Iteration 46Q: 3 clusters Score -881856.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -881859.375000 Penalty: 2876.604492
	Iteration 47Q: 3 clusters Score -881859.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -881862.500000 Penalty: 2876.604492
	Iteration 48Q: 3 clusters Score -881862.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -881861.937500 Penalty: 2876.604492
	Iteration 49Q: 3 clusters Score -881861.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -881861.500000 Penalty: 2876.604492
	Iteration 50Q: 3 clusters Score -881861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -881861.625000 Penalty: 2876.604492
	Iteration 51Q: 3 clusters Score -881861.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -881861.625000 Penalty: 2876.604492
	Iteration 52F: 3 clusters Score -881861.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Entering Unmasked Estep 
Score: -1149061.250000 Penalty: 1482.635498
	Iteration 0F: 2 clusters Score -1149061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1142484.375000 Penalty: 2965.270996
	Iteration 0F: 3 clusters Score -1142484 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1144654.125000 Penalty: 2965.270996
	Iteration 1F: 3 clusters Score -1144654 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1144965.625000 Penalty: 2965.270996
	Iteration 2F: 3 clusters Score -1144966 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1145233.625000 Penalty: 2965.270996
	Iteration 3F: 3 clusters Score -1145234 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1145494.500000 Penalty: 2965.270996
	Iteration 4F: 3 clusters Score -1145494 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1145796.625000 Penalty: 2965.270996
	Iteration 5F: 3 clusters Score -1145797 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1146163.250000 Penalty: 2965.270996
	Iteration 6F: 3 clusters Score -1146163 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1146581.375000 Penalty: 2965.270996
	Iteration 7F: 3 clusters Score -1146581 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1146973.875000 Penalty: 2965.270996
	Iteration 8F: 3 clusters Score -1146974 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1147308.750000 Penalty: 2965.270996
	Iteration 9Q: 3 clusters Score -1147309 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1147536.750000 Penalty: 2965.270996
	Iteration 10Q: 3 clusters Score -1147537 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1147661.750000 Penalty: 2965.270996
	Iteration 11Q: 3 clusters Score -1147662 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1147753.750000 Penalty: 2965.270996
	Iteration 12Q: 3 clusters Score -1147754 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1147805.500000 Penalty: 2965.270996
	Iteration 13Q: 3 clusters Score -1147806 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1147839.500000 Penalty: 2965.270996
	Iteration 14Q: 3 clusters Score -1147840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1147854.125000 Penalty: 2965.270996
	Iteration 15Q: 3 clusters Score -1147854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1147866.125000 Penalty: 2965.270996
	Iteration 16Q: 3 clusters Score -1147866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1147878.375000 Penalty: 2965.270996
	Iteration 17Q: 3 clusters Score -1147878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1147885.625000 Penalty: 2965.270996
	Iteration 18Q: 3 clusters Score -1147886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1147894.125000 Penalty: 2965.270996
	Iteration 19Q: 3 clusters Score -1147894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1147904.125000 Penalty: 2965.270996
	Iteration 20F: 3 clusters Score -1147904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1147913.625000 Penalty: 2965.270996
	Iteration 21Q: 3 clusters Score -1147914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1147920.750000 Penalty: 2965.270996
	Iteration 22Q: 3 clusters Score -1147921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1147926.750000 Penalty: 2965.270996
	Iteration 23Q: 3 clusters Score -1147927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1147931.500000 Penalty: 2965.270996
	Iteration 24Q: 3 clusters Score -1147932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1147937.500000 Penalty: 2965.270996
	Iteration 25Q: 3 clusters Score -1147938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1147941.375000 Penalty: 2965.270996
	Iteration 26Q: 3 clusters Score -1147941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1147943.500000 Penalty: 2965.270996
	Iteration 27Q: 3 clusters Score -1147944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1147945.375000 Penalty: 2965.270996
	Iteration 28Q: 3 clusters Score -1147945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1147948.375000 Penalty: 2965.270996
	Iteration 29Q: 3 clusters Score -1147948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1147951.000000 Penalty: 2965.270996
	Iteration 30Q: 3 clusters Score -1147951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1147955.375000 Penalty: 2965.270996
	Iteration 31Q: 3 clusters Score -1147955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1147957.875000 Penalty: 2965.270996
	Iteration 32Q: 3 clusters Score -1147958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1147961.625000 Penalty: 2965.270996
	Iteration 33Q: 3 clusters Score -1147962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1147958.125000 Penalty: 2965.270996
	Iteration 34Q: 3 clusters Score -1147958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1147958.625000 Penalty: 2965.270996
	Iteration 35Q: 3 clusters Score -1147959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1147963.000000 Penalty: 2965.270996
	Iteration 36Q: 3 clusters Score -1147963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1147965.750000 Penalty: 2965.270996
	Iteration 37Q: 3 clusters Score -1147966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1147967.500000 Penalty: 2965.270996
	Iteration 38Q: 3 clusters Score -1147968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1147970.000000 Penalty: 2965.270996
	Iteration 39Q: 3 clusters Score -1147970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1147973.000000 Penalty: 2965.270996
	Iteration 40F: 3 clusters Score -1147973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1147973.000000 Penalty: 2965.270996
	Iteration 41Q: 3 clusters Score -1147973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1147971.875000 Penalty: 2965.270996
	Iteration 42Q: 3 clusters Score -1147972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1147972.250000 Penalty: 2965.270996
	Iteration 43Q: 3 clusters Score -1147972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1147971.500000 Penalty: 2965.270996
	Iteration 44Q: 3 clusters Score -1147972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1147972.875000 Penalty: 2965.270996
	Iteration 45Q: 3 clusters Score -1147973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1147971.875000 Penalty: 2965.270996
	Iteration 46Q: 3 clusters Score -1147972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1147972.125000 Penalty: 2965.270996
	Iteration 47Q: 3 clusters Score -1147972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1147978.125000 Penalty: 2965.270996
	Iteration 48Q: 3 clusters Score -1147978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1147980.875000 Penalty: 2965.270996
	Iteration 49Q: 3 clusters Score -1147981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1147980.750000 Penalty: 2965.270996
	Iteration 50Q: 3 clusters Score -1147981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1147980.000000 Penalty: 2965.270996
	Iteration 51Q: 3 clusters Score -1147980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1147979.125000 Penalty: 2965.270996
	Iteration 52Q: 3 clusters Score -1147979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1147979.125000 Penalty: 2965.270996
	Iteration 53F: 3 clusters Score -1147979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Entering Unmasked Estep 
Score: -5428822.500000 Penalty: 1732.308594
	Iteration 0F: 2 clusters Score -5428822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -5400358.500000 Penalty: 3464.617188
	Iteration 0F: 3 clusters Score -5400358 nChanged 19811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -5411415.000000 Penalty: 3464.617188
	Iteration 1F: 3 clusters Score -5411415 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -5412093.500000 Penalty: 3464.617188
	Iteration 2Q: 3 clusters Score -5412094 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -5413073.500000 Penalty: 3464.617188
	Iteration 3F: 3 clusters Score -5413074 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -5414802.500000 Penalty: 3464.617188
	Iteration 4F: 3 clusters Score -5414802 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -5417606.000000 Penalty: 3464.617188
	Iteration 5F: 3 clusters Score -5417606 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -5420951.500000 Penalty: 3464.617188
	Iteration 6F: 3 clusters Score -5420952 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -5423692.500000 Penalty: 3464.617188
	Iteration 7F: 3 clusters Score -5423692 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -5425468.000000 Penalty: 3464.617188
	Iteration 8Q: 3 clusters Score -5425468 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5426394.500000 Penalty: 3464.617188
	Iteration 9Q: 3 clusters Score -5426394 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5426825.000000 Penalty: 3464.617188
	Iteration 10Q: 3 clusters Score -5426825 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5427052.000000 Penalty: 3464.617188
	Iteration 11Q: 3 clusters Score -5427052 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5427183.000000 Penalty: 3464.617188
	Iteration 12Q: 3 clusters Score -5427183 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5427256.500000 Penalty: 3464.617188
	Iteration 13Q: 3 clusters Score -5427256 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5427320.500000 Penalty: 3464.617188
	Iteration 14Q: 3 clusters Score -5427320 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5427358.500000 Penalty: 3464.617188
	Iteration 15Q: 3 clusters Score -5427358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5427403.500000 Penalty: 3464.617188
	Iteration 16Q: 3 clusters Score -5427404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5427420.000000 Penalty: 3464.617188
	Iteration 17Q: 3 clusters Score -5427420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5427440.000000 Penalty: 3464.617188
	Iteration 18Q: 3 clusters Score -5427440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5427443.500000 Penalty: 3464.617188
	Iteration 19Q: 3 clusters Score -5427444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5427460.500000 Penalty: 3464.617188
	Iteration 20F: 3 clusters Score -5427460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5427467.000000 Penalty: 3464.617188
	Iteration 21Q: 3 clusters Score -5427467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5427484.500000 Penalty: 3464.617188
	Iteration 22Q: 3 clusters Score -5427484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5427487.500000 Penalty: 3464.617188
	Iteration 23Q: 3 clusters Score -5427488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5427500.000000 Penalty: 3464.617188
	Iteration 24Q: 3 clusters Score -5427500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5427494.500000 Penalty: 3464.617188
	Iteration 25Q: 3 clusters Score -5427494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5427494.000000 Penalty: 3464.617188
	Iteration 26Q: 3 clusters Score -5427494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5427494.500000 Penalty: 3464.617188
	Iteration 27Q: 3 clusters Score -5427494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5427490.000000 Penalty: 3464.617188
	Iteration 28Q: 3 clusters Score -5427490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5427490.000000 Penalty: 3464.617188
	Iteration 29F: 3 clusters Score -5427490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -172260.218750 Penalty: 1180.518677
	Iteration 0F: 2 clusters Score -172260.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -170541.828125 Penalty: 2361.037354
	Iteration 0F: 3 clusters Score -170541.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -170926.906250 Penalty: 2361.037354
	Iteration 1F: 3 clusters Score -170926.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -171059.421875 Penalty: 2361.037354
	Iteration 2F: 3 clusters Score -171059.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -171146.234375 Penalty: 2361.037354
	Iteration 3F: 3 clusters Score -171146.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -171195.359375 Penalty: 2361.037354
	Iteration 4Q: 3 clusters Score -171195.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -171222.390625 Penalty: 2361.037354
	Iteration 5Q: 3 clusters Score -171222.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -171244.281250 Penalty: 2361.037354
	Iteration 6Q: 3 clusters Score -171244.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -171263.718750 Penalty: 2361.037354
	Iteration 7Q: 3 clusters Score -171263.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -171281.687500 Penalty: 2361.037354
	Iteration 8Q: 3 clusters Score -171281.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -171295.093750 Penalty: 2361.037354
	Iteration 9Q: 3 clusters Score -171295.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -171305.484375 Penalty: 2361.037354
	Iteration 10Q: 3 clusters Score -171305.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -171314.453125 Penalty: 2361.037354
	Iteration 11Q: 3 clusters Score -171314.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -171318.390625 Penalty: 2361.037354
	Iteration 12Q: 3 clusters Score -171318.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -171323.484375 Penalty: 2361.037354
	Iteration 13Q: 3 clusters Score -171323.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -171325.984375 Penalty: 2361.037354
	Iteration 14Q: 3 clusters Score -171326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -171335.187500 Penalty: 2361.037354
	Iteration 15Q: 3 clusters Score -171335.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -171342.562500 Penalty: 2361.037354
	Iteration 16Q: 3 clusters Score -171342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -171348.671875 Penalty: 2361.037354
	Iteration 17Q: 3 clusters Score -171348.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -171353.984375 Penalty: 2361.037354
	Iteration 18Q: 3 clusters Score -171354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -171358.125000 Penalty: 2361.037354
	Iteration 19Q: 3 clusters Score -171358.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -171363.156250 Penalty: 2361.037354
	Iteration 20F: 3 clusters Score -171363.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -171370.984375 Penalty: 2361.037354
	Iteration 21Q: 3 clusters Score -171371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -171378.125000 Penalty: 2361.037354
	Iteration 22Q: 3 clusters Score -171378.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -171384.140625 Penalty: 2361.037354
	Iteration 23Q: 3 clusters Score -171384.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -171386.109375 Penalty: 2361.037354
	Iteration 24Q: 3 clusters Score -171386.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -171387.359375 Penalty: 2361.037354
	Iteration 25Q: 3 clusters Score -171387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -171388.875000 Penalty: 2361.037354
	Iteration 26Q: 3 clusters Score -171388.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -171390.843750 Penalty: 2361.037354
	Iteration 27Q: 3 clusters Score -171390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -171391.359375 Penalty: 2361.037354
	Iteration 28Q: 3 clusters Score -171391.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -171393.015625 Penalty: 2361.037354
	Iteration 29Q: 3 clusters Score -171393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -171393.015625 Penalty: 2361.037354
	Iteration 30F: 3 clusters Score -171393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -808570.937500 Penalty: 1424.792236
	Iteration 0F: 2 clusters Score -808570.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -803668.562500 Penalty: 2849.584473
	Iteration 0F: 3 clusters Score -803668.6 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -805108.625000 Penalty: 2849.584473
	Iteration 1F: 3 clusters Score -805108.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -805318.437500 Penalty: 2849.584473
	Iteration 2F: 3 clusters Score -805318.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -805500.937500 Penalty: 2849.584473
	Iteration 3F: 3 clusters Score -805500.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -805677.875000 Penalty: 2849.584473
	Iteration 4F: 3 clusters Score -805677.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -805821.687500 Penalty: 2849.584473
	Iteration 5Q: 3 clusters Score -805821.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -805933.062500 Penalty: 2849.584473
	Iteration 6Q: 3 clusters Score -805933.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -806033.250000 Penalty: 2849.584473
	Iteration 7Q: 3 clusters Score -806033.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -806139.375000 Penalty: 2849.584473
	Iteration 8Q: 3 clusters Score -806139.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -806226.750000 Penalty: 2849.584473
	Iteration 9Q: 3 clusters Score -806226.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -806300.625000 Penalty: 2849.584473
	Iteration 10Q: 3 clusters Score -806300.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -806361.937500 Penalty: 2849.584473
	Iteration 11Q: 3 clusters Score -806361.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -806411.562500 Penalty: 2849.584473
	Iteration 12Q: 3 clusters Score -806411.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -806449.812500 Penalty: 2849.584473
	Iteration 13Q: 3 clusters Score -806449.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -806481.562500 Penalty: 2849.584473
	Iteration 14Q: 3 clusters Score -806481.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -806508.437500 Penalty: 2849.584473
	Iteration 15Q: 3 clusters Score -806508.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -806522.125000 Penalty: 2849.584473
	Iteration 16Q: 3 clusters Score -806522.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -806533.437500 Penalty: 2849.584473
	Iteration 17Q: 3 clusters Score -806533.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -806542.312500 Penalty: 2849.584473
	Iteration 18Q: 3 clusters Score -806542.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -806550.812500 Penalty: 2849.584473
	Iteration 19Q: 3 clusters Score -806550.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -806559.625000 Penalty: 2849.584473
	Iteration 20F: 3 clusters Score -806559.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -806564.812500 Penalty: 2849.584473
	Iteration 21Q: 3 clusters Score -806564.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -806568.437500 Penalty: 2849.584473
	Iteration 22Q: 3 clusters Score -806568.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -806569.625000 Penalty: 2849.584473
	Iteration 23Q: 3 clusters Score -806569.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -806571.875000 Penalty: 2849.584473
	Iteration 24Q: 3 clusters Score -806571.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -806574.312500 Penalty: 2849.584473
	Iteration 25Q: 3 clusters Score -806574.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -806574.437500 Penalty: 2849.584473
	Iteration 26Q: 3 clusters Score -806574.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -806576.312500 Penalty: 2849.584473
	Iteration 27Q: 3 clusters Score -806576.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -806576.000000 Penalty: 2849.584473
	Iteration 28Q: 3 clusters Score -806576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -806577.687500 Penalty: 2849.584473
	Iteration 29Q: 3 clusters Score -806577.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -806578.500000 Penalty: 2849.584473
	Iteration 30Q: 3 clusters Score -806578.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -806579.250000 Penalty: 2849.584473
	Iteration 31Q: 3 clusters Score -806579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -806580.437500 Penalty: 2849.584473
	Iteration 32Q: 3 clusters Score -806580.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -806578.937500 Penalty: 2849.584473
	Iteration 33Q: 3 clusters Score -806578.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -806581.312500 Penalty: 2849.584473
	Iteration 34Q: 3 clusters Score -806581.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -806581.062500 Penalty: 2849.584473
	Iteration 35Q: 3 clusters Score -806581.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -806582.312500 Penalty: 2849.584473
	Iteration 36Q: 3 clusters Score -806582.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -806586.437500 Penalty: 2849.584473
	Iteration 37Q: 3 clusters Score -806586.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -806588.062500 Penalty: 2849.584473
	Iteration 38Q: 3 clusters Score -806588.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -806594.062500 Penalty: 2849.584473
	Iteration 39Q: 3 clusters Score -806594.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -806597.062500 Penalty: 2849.584473
	Iteration 40F: 3 clusters Score -806597.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -806603.375000 Penalty: 2849.584473
	Iteration 41Q: 3 clusters Score -806603.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -806606.750000 Penalty: 2849.584473
	Iteration 42Q: 3 clusters Score -806606.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -806611.437500 Penalty: 2849.584473
	Iteration 43Q: 3 clusters Score -806611.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -806619.625000 Penalty: 2849.584473
	Iteration 44Q: 3 clusters Score -806619.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -806628.937500 Penalty: 2849.584473
	Iteration 45Q: 3 clusters Score -806628.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -806635.500000 Penalty: 2849.584473
	Iteration 46Q: 3 clusters Score -806635.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -806643.187500 Penalty: 2849.584473
	Iteration 47Q: 3 clusters Score -806643.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -806653.000000 Penalty: 2849.584473
	Iteration 48Q: 3 clusters Score -806653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -806658.937500 Penalty: 2849.584473
	Iteration 49Q: 3 clusters Score -806658.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -806668.250000 Penalty: 2849.584473
	Iteration 50Q: 3 clusters Score -806668.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -806679.625000 Penalty: 2849.584473
	Iteration 51Q: 3 clusters Score -806679.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -806698.687500 Penalty: 2849.584473
	Iteration 52Q: 3 clusters Score -806698.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -806713.125000 Penalty: 2849.584473
	Iteration 53Q: 3 clusters Score -806713.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -806726.500000 Penalty: 2849.584473
	Iteration 54Q: 3 clusters Score -806726.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -806744.375000 Penalty: 2849.584473
	Iteration 55Q: 3 clusters Score -806744.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -806763.375000 Penalty: 2849.584473
	Iteration 56Q: 3 clusters Score -806763.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -806785.625000 Penalty: 2849.584473
	Iteration 57Q: 3 clusters Score -806785.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -806803.000000 Penalty: 2849.584473
	Iteration 58Q: 3 clusters Score -806803 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -806821.125000 Penalty: 2849.584473
	Iteration 59Q: 3 clusters Score -806821.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -806848.562500 Penalty: 2849.584473
	Iteration 60F: 3 clusters Score -806848.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -806864.437500 Penalty: 2849.584473
	Iteration 61Q: 3 clusters Score -806864.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -806880.437500 Penalty: 2849.584473
	Iteration 62Q: 3 clusters Score -806880.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -806897.312500 Penalty: 2849.584473
	Iteration 63Q: 3 clusters Score -806897.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -806913.625000 Penalty: 2849.584473
	Iteration 64Q: 3 clusters Score -806913.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -806925.500000 Penalty: 2849.584473
	Iteration 65Q: 3 clusters Score -806925.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -806942.187500 Penalty: 2849.584473
	Iteration 66Q: 3 clusters Score -806942.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -806956.375000 Penalty: 2849.584473
	Iteration 67Q: 3 clusters Score -806956.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -806966.875000 Penalty: 2849.584473
	Iteration 68Q: 3 clusters Score -806966.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -806985.500000 Penalty: 2849.584473
	Iteration 69Q: 3 clusters Score -806985.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -807006.187500 Penalty: 2849.584473
	Iteration 70Q: 3 clusters Score -807006.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -807031.125000 Penalty: 2849.584473
	Iteration 71Q: 3 clusters Score -807031.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -807051.125000 Penalty: 2849.584473
	Iteration 72Q: 3 clusters Score -807051.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -807066.875000 Penalty: 2849.584473
	Iteration 73Q: 3 clusters Score -807066.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -807088.125000 Penalty: 2849.584473
	Iteration 74Q: 3 clusters Score -807088.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -807109.437500 Penalty: 2849.584473
	Iteration 75Q: 3 clusters Score -807109.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -807129.375000 Penalty: 2849.584473
	Iteration 76Q: 3 clusters Score -807129.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -807145.500000 Penalty: 2849.584473
	Iteration 77Q: 3 clusters Score -807145.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -807165.250000 Penalty: 2849.584473
	Iteration 78Q: 3 clusters Score -807165.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -807183.687500 Penalty: 2849.584473
	Iteration 79Q: 3 clusters Score -807183.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -807197.750000 Penalty: 2849.584473
	Iteration 80F: 3 clusters Score -807197.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -807210.062500 Penalty: 2849.584473
	Iteration 81Q: 3 clusters Score -807210.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -807227.625000 Penalty: 2849.584473
	Iteration 82Q: 3 clusters Score -807227.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -807236.687500 Penalty: 2849.584473
	Iteration 83Q: 3 clusters Score -807236.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -807241.000000 Penalty: 2849.584473
	Iteration 84Q: 3 clusters Score -807241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -807247.000000 Penalty: 2849.584473
	Iteration 85Q: 3 clusters Score -807247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -807251.125000 Penalty: 2849.584473
	Iteration 86Q: 3 clusters Score -807251.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -807257.812500 Penalty: 2849.584473
	Iteration 87Q: 3 clusters Score -807257.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -807260.437500 Penalty: 2849.584473
	Iteration 88Q: 3 clusters Score -807260.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -807260.437500 Penalty: 2849.584473
	Iteration 89F: 3 clusters Score -807260.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Entering Unmasked Estep 
Score: -619006.062500 Penalty: 1395.432739
	Iteration 0F: 2 clusters Score -619006.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -614804.437500 Penalty: 2790.865479
	Iteration 0F: 3 clusters Score -614804.4 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -616251.125000 Penalty: 2790.865479
	Iteration 1F: 3 clusters Score -616251.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -616644.000000 Penalty: 2790.865479
	Iteration 2F: 3 clusters Score -616644 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -617014.000000 Penalty: 2790.865479
	Iteration 3F: 3 clusters Score -617014 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -617355.187500 Penalty: 2790.865479
	Iteration 4F: 3 clusters Score -617355.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -617654.812500 Penalty: 2790.865479
	Iteration 5F: 3 clusters Score -617654.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -617919.812500 Penalty: 2790.865479
	Iteration 6Q: 3 clusters Score -617919.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -618111.937500 Penalty: 2790.865479
	Iteration 7Q: 3 clusters Score -618111.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -618221.437500 Penalty: 2790.865479
	Iteration 8Q: 3 clusters Score -618221.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -618290.500000 Penalty: 2790.865479
	Iteration 9Q: 3 clusters Score -618290.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -618326.500000 Penalty: 2790.865479
	Iteration 10Q: 3 clusters Score -618326.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -618353.875000 Penalty: 2790.865479
	Iteration 11Q: 3 clusters Score -618353.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -618363.062500 Penalty: 2790.865479
	Iteration 12Q: 3 clusters Score -618363.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -618371.187500 Penalty: 2790.865479
	Iteration 13Q: 3 clusters Score -618371.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -618372.187500 Penalty: 2790.865479
	Iteration 14Q: 3 clusters Score -618372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -618372.687500 Penalty: 2790.865479
	Iteration 15Q: 3 clusters Score -618372.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -618373.250000 Penalty: 2790.865479
	Iteration 16Q: 3 clusters Score -618373.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -618373.250000 Penalty: 2790.865479
	Iteration 17Q: 3 clusters Score -618373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -618374.937500 Penalty: 2790.865479
	Iteration 18Q: 3 clusters Score -618374.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -618374.625000 Penalty: 2790.865479
	Iteration 19Q: 3 clusters Score -618374.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -618374.625000 Penalty: 2790.865479
	Iteration 20F: 3 clusters Score -618374.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Entering Unmasked Estep 
Score: -3343807.500000 Penalty: 1651.243164
	Iteration 0F: 2 clusters Score -3343808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -3326426.500000 Penalty: 3302.486328
	Iteration 0F: 3 clusters Score -3326426 nChanged 11785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3332895.750000 Penalty: 3302.486328
	Iteration 1F: 3 clusters Score -3332896 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3333331.250000 Penalty: 3302.486328
	Iteration 2Q: 3 clusters Score -3333331 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3333769.000000 Penalty: 3302.486328
	Iteration 3Q: 3 clusters Score -3333769 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3334272.500000 Penalty: 3302.486328
	Iteration 4Q: 3 clusters Score -3334272 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3334869.000000 Penalty: 3302.486328
	Iteration 5Q: 3 clusters Score -3334869 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -3335581.250000 Penalty: 3302.486328
	Iteration 6Q: 3 clusters Score -3335581 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -3336440.750000 Penalty: 3302.486328
	Iteration 7F: 3 clusters Score -3336441 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -3337251.000000 Penalty: 3302.486328
	Iteration 8F: 3 clusters Score -3337251 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3338034.000000 Penalty: 3302.486328
	Iteration 9Q: 3 clusters Score -3338034 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -3338804.000000 Penalty: 3302.486328
	Iteration 10Q: 3 clusters Score -3338804 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3339525.500000 Penalty: 3302.486328
	Iteration 11Q: 3 clusters Score -3339526 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -3340180.500000 Penalty: 3302.486328
	Iteration 12Q: 3 clusters Score -3340180 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3340675.000000 Penalty: 3302.486328
	Iteration 13Q: 3 clusters Score -3340675 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3341067.000000 Penalty: 3302.486328
	Iteration 14Q: 3 clusters Score -3341067 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3341397.750000 Penalty: 3302.486328
	Iteration 15Q: 3 clusters Score -3341398 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3341659.750000 Penalty: 3302.486328
	Iteration 16Q: 3 clusters Score -3341660 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3341845.500000 Penalty: 3302.486328
	Iteration 17Q: 3 clusters Score -3341846 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3341970.000000 Penalty: 3302.486328
	Iteration 18Q: 3 clusters Score -3341970 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3342052.000000 Penalty: 3302.486328
	Iteration 19Q: 3 clusters Score -3342052 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3342114.750000 Penalty: 3302.486328
	Iteration 20F: 3 clusters Score -3342115 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3342167.000000 Penalty: 3302.486328
	Iteration 21Q: 3 clusters Score -3342167 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3342209.250000 Penalty: 3302.486328
	Iteration 22Q: 3 clusters Score -3342209 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3342249.750000 Penalty: 3302.486328
	Iteration 23Q: 3 clusters Score -3342250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3342281.750000 Penalty: 3302.486328
	Iteration 24Q: 3 clusters Score -3342282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -3342304.250000 Penalty: 3302.486328
	Iteration 25Q: 3 clusters Score -3342304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3342324.000000 Penalty: 3302.486328
	Iteration 26Q: 3 clusters Score -3342324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3342338.250000 Penalty: 3302.486328
	Iteration 27Q: 3 clusters Score -3342338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -3342346.750000 Penalty: 3302.486328
	Iteration 28Q: 3 clusters Score -3342347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3342351.500000 Penalty: 3302.486328
	Iteration 29Q: 3 clusters Score -3342352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3342362.250000 Penalty: 3302.486328
	Iteration 30Q: 3 clusters Score -3342362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -3342367.000000 Penalty: 3302.486328
	Iteration 31Q: 3 clusters Score -3342367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3342372.750000 Penalty: 3302.486328
	Iteration 32Q: 3 clusters Score -3342373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3342375.250000 Penalty: 3302.486328
	Iteration 33Q: 3 clusters Score -3342375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3342377.500000 Penalty: 3302.486328
	Iteration 34Q: 3 clusters Score -3342378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3342384.750000 Penalty: 3302.486328
	Iteration 35Q: 3 clusters Score -3342385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3342386.250000 Penalty: 3302.486328
	Iteration 36Q: 3 clusters Score -3342386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3342391.750000 Penalty: 3302.486328
	Iteration 37Q: 3 clusters Score -3342392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3342391.000000 Penalty: 3302.486328
	Iteration 38Q: 3 clusters Score -3342391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3342399.000000 Penalty: 3302.486328
	Iteration 39Q: 3 clusters Score -3342399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -3342402.250000 Penalty: 3302.486328
	Iteration 40F: 3 clusters Score -3342402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3342402.000000 Penalty: 3302.486328
	Iteration 41Q: 3 clusters Score -3342402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3342401.250000 Penalty: 3302.486328
	Iteration 42Q: 3 clusters Score -3342401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3342404.250000 Penalty: 3302.486328
	Iteration 43Q: 3 clusters Score -3342404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3342404.250000 Penalty: 3302.486328
	Iteration 44F: 3 clusters Score -3342404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Entering Unmasked Estep 
Score: -2998147.000000 Penalty: 1634.961792
	Iteration 0F: 2 clusters Score -2998147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2982316.000000 Penalty: 3269.923584
	Iteration 0F: 3 clusters Score -2982316 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2988080.750000 Penalty: 3269.923584
	Iteration 1F: 3 clusters Score -2988081 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2988428.500000 Penalty: 3269.923584
	Iteration 2Q: 3 clusters Score -2988428 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2988789.500000 Penalty: 3269.923584
	Iteration 3Q: 3 clusters Score -2988790 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2989127.250000 Penalty: 3269.923584
	Iteration 4Q: 3 clusters Score -2989127 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2989605.000000 Penalty: 3269.923584
	Iteration 5Q: 3 clusters Score -2989605 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2990361.500000 Penalty: 3269.923584
	Iteration 6F: 3 clusters Score -2990362 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2991444.000000 Penalty: 3269.923584
	Iteration 7F: 3 clusters Score -2991444 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2992757.750000 Penalty: 3269.923584
	Iteration 8F: 3 clusters Score -2992758 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2994110.000000 Penalty: 3269.923584
	Iteration 9F: 3 clusters Score -2994110 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2995171.250000 Penalty: 3269.923584
	Iteration 10Q: 3 clusters Score -2995171 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2995874.500000 Penalty: 3269.923584
	Iteration 11Q: 3 clusters Score -2995874 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2996238.500000 Penalty: 3269.923584
	Iteration 12Q: 3 clusters Score -2996238 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2996464.750000 Penalty: 3269.923584
	Iteration 13Q: 3 clusters Score -2996465 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2996602.750000 Penalty: 3269.923584
	Iteration 14Q: 3 clusters Score -2996603 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2996682.000000 Penalty: 3269.923584
	Iteration 15Q: 3 clusters Score -2996682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2996736.750000 Penalty: 3269.923584
	Iteration 16Q: 3 clusters Score -2996737 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2996754.250000 Penalty: 3269.923584
	Iteration 17Q: 3 clusters Score -2996754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2996774.750000 Penalty: 3269.923584
	Iteration 18Q: 3 clusters Score -2996775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2996801.250000 Penalty: 3269.923584
	Iteration 19Q: 3 clusters Score -2996801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2996826.250000 Penalty: 3269.923584
	Iteration 20F: 3 clusters Score -2996826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2996852.250000 Penalty: 3269.923584
	Iteration 21Q: 3 clusters Score -2996852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2996856.250000 Penalty: 3269.923584
	Iteration 22Q: 3 clusters Score -2996856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2996859.250000 Penalty: 3269.923584
	Iteration 23Q: 3 clusters Score -2996859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2996858.750000 Penalty: 3269.923584
	Iteration 24Q: 3 clusters Score -2996859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2996865.000000 Penalty: 3269.923584
	Iteration 25Q: 3 clusters Score -2996865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2996861.500000 Penalty: 3269.923584
	Iteration 26Q: 3 clusters Score -2996862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2996861.500000 Penalty: 3269.923584
	Iteration 27F: 3 clusters Score -2996862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (117761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117761 members 
Entering Unmasked Estep 
Score: -15055412.000000 Penalty: 1897.416992
	Iteration 0F: 2 clusters Score -1.505541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -14977881.000000 Penalty: 3794.833984
	Iteration 0F: 3 clusters Score -1.497788e+07 nChanged 56519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -15010497.000000 Penalty: 3794.833984
	Iteration 1F: 3 clusters Score -1.50105e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
Score: -15011438.000000 Penalty: 3794.833984
	Iteration 2Q: 3 clusters Score -1.501144e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -15012642.000000 Penalty: 3794.833984
	Iteration 3Q: 3 clusters Score -1.501264e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -15014309.000000 Penalty: 3794.833984
	Iteration 4Q: 3 clusters Score -1.501431e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -15017215.000000 Penalty: 3794.833984
	Iteration 5F: 3 clusters Score -1.501722e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 77854 members 
Entering Unmasked Estep 
Score: -15020935.000000 Penalty: 3794.833984
	Iteration 6F: 3 clusters Score -1.502094e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 84355 members 
Entering Unmasked Estep 
Score: -15025074.000000 Penalty: 3794.833984
	Iteration 7F: 3 clusters Score -1.502507e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -15029600.000000 Penalty: 3794.833984
	Iteration 8F: 3 clusters Score -1.50296e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 97176 members 
Entering Unmasked Estep 
Score: -15034258.000000 Penalty: 3794.833984
	Iteration 9F: 3 clusters Score -1.503426e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 102676 members 
Entering Unmasked Estep 
Score: -15038906.000000 Penalty: 3794.833984
	Iteration 10Q: 3 clusters Score -1.503891e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 106985 members 
Entering Unmasked Estep 
Score: -15042950.000000 Penalty: 3794.833984
	Iteration 11Q: 3 clusters Score -1.504295e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 109995 members 
Entering Unmasked Estep 
Score: -15046192.000000 Penalty: 3794.833984
	Iteration 12Q: 3 clusters Score -1.504619e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 111989 members 
Entering Unmasked Estep 
Score: -15048796.000000 Penalty: 3794.833984
	Iteration 13Q: 3 clusters Score -1.50488e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 113493 members 
Entering Unmasked Estep 
Score: -15050459.000000 Penalty: 3794.833984
	Iteration 14Q: 3 clusters Score -1.505046e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 114607 members 
Entering Unmasked Estep 
Score: -15051442.000000 Penalty: 3794.833984
	Iteration 15Q: 3 clusters Score -1.505144e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 115488 members 
Entering Unmasked Estep 
Score: -15052207.000000 Penalty: 3794.833984
	Iteration 16Q: 3 clusters Score -1.505221e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 116161 members 
Entering Unmasked Estep 
Score: -15052743.000000 Penalty: 3794.833984
	Iteration 17Q: 3 clusters Score -1.505274e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 116650 members 
Entering Unmasked Estep 
Score: -15053066.000000 Penalty: 3794.833984
	Iteration 18Q: 3 clusters Score -1.505307e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 116950 members 
Entering Unmasked Estep 
Score: -15053336.000000 Penalty: 3794.833984
	Iteration 19Q: 3 clusters Score -1.505334e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 117124 members 
Entering Unmasked Estep 
Score: -15053470.000000 Penalty: 3794.833984
	Iteration 20F: 3 clusters Score -1.505347e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 117231 members 
Entering Unmasked Estep 
Score: -15053558.000000 Penalty: 3794.833984
	Iteration 21Q: 3 clusters Score -1.505356e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 117286 members 
Entering Unmasked Estep 
Score: -15053633.000000 Penalty: 3794.833984
	Iteration 22Q: 3 clusters Score -1.505363e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 117328 members 
Entering Unmasked Estep 
Score: -15053694.000000 Penalty: 3794.833984
	Iteration 23Q: 3 clusters Score -1.505369e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 117355 members 
Entering Unmasked Estep 
Score: -15053731.000000 Penalty: 3794.833984
	Iteration 24Q: 3 clusters Score -1.505373e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 117378 members 
Entering Unmasked Estep 
Score: -15053743.000000 Penalty: 3794.833984
	Iteration 25Q: 3 clusters Score -1.505374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 117396 members 
Entering Unmasked Estep 
Score: -15053761.000000 Penalty: 3794.833984
	Iteration 26Q: 3 clusters Score -1.505376e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 117419 members 
Entering Unmasked Estep 
Score: -15053771.000000 Penalty: 3794.833984
	Iteration 27Q: 3 clusters Score -1.505377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 117429 members 
Entering Unmasked Estep 
Score: -15053783.000000 Penalty: 3794.833984
	Iteration 28Q: 3 clusters Score -1.505378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 117438 members 
Entering Unmasked Estep 
Score: -15053789.000000 Penalty: 3794.833984
	Iteration 29Q: 3 clusters Score -1.505379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 117447 members 
Entering Unmasked Estep 
Score: -15053805.000000 Penalty: 3794.833984
	Iteration 30Q: 3 clusters Score -1.50538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 117450 members 
Entering Unmasked Estep 
Score: -15053825.000000 Penalty: 3794.833984
	Iteration 31Q: 3 clusters Score -1.505382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 117450 members 
Entering Unmasked Estep 
Score: -15053822.000000 Penalty: 3794.833984
	Iteration 32Q: 3 clusters Score -1.505382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 117454 members 
Entering Unmasked Estep 
Score: -15053830.000000 Penalty: 3794.833984
	Iteration 33Q: 3 clusters Score -1.505383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 117457 members 
Entering Unmasked Estep 
Score: -15053831.000000 Penalty: 3794.833984
	Iteration 34Q: 3 clusters Score -1.505383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 117460 members 
Entering Unmasked Estep 
Score: -15053832.000000 Penalty: 3794.833984
	Iteration 35Q: 3 clusters Score -1.505383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 117459 members 
Entering Unmasked Estep 
Score: -15053835.000000 Penalty: 3794.833984
	Iteration 36Q: 3 clusters Score -1.505384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 117459 members 
Entering Unmasked Estep 
Score: -15053834.000000 Penalty: 3794.833984
	Iteration 37Q: 3 clusters Score -1.505383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 117459 members 
Entering Unmasked Estep 
Score: -15053834.000000 Penalty: 3794.833984
	Iteration 38F: 3 clusters Score -1.505383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Entering Unmasked Estep 
Score: -608612.000000 Penalty: 1393.941284
	Iteration 0F: 2 clusters Score -608612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -604494.687500 Penalty: 2787.882568
	Iteration 0F: 3 clusters Score -604494.7 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -605935.250000 Penalty: 2787.882568
	Iteration 1F: 3 clusters Score -605935.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -606243.437500 Penalty: 2787.882568
	Iteration 2F: 3 clusters Score -606243.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -606468.000000 Penalty: 2787.882568
	Iteration 3F: 3 clusters Score -606468 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -606677.937500 Penalty: 2787.882568
	Iteration 4F: 3 clusters Score -606677.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -606870.437500 Penalty: 2787.882568
	Iteration 5F: 3 clusters Score -606870.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -607020.437500 Penalty: 2787.882568
	Iteration 6Q: 3 clusters Score -607020.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -607137.937500 Penalty: 2787.882568
	Iteration 7Q: 3 clusters Score -607137.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -607251.687500 Penalty: 2787.882568
	Iteration 8Q: 3 clusters Score -607251.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -607352.375000 Penalty: 2787.882568
	Iteration 9Q: 3 clusters Score -607352.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -607437.250000 Penalty: 2787.882568
	Iteration 10Q: 3 clusters Score -607437.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -607495.250000 Penalty: 2787.882568
	Iteration 11Q: 3 clusters Score -607495.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -607529.562500 Penalty: 2787.882568
	Iteration 12Q: 3 clusters Score -607529.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -607545.500000 Penalty: 2787.882568
	Iteration 13Q: 3 clusters Score -607545.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -607557.500000 Penalty: 2787.882568
	Iteration 14Q: 3 clusters Score -607557.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -607566.937500 Penalty: 2787.882568
	Iteration 15Q: 3 clusters Score -607566.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -607571.937500 Penalty: 2787.882568
	Iteration 16Q: 3 clusters Score -607571.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -607577.000000 Penalty: 2787.882568
	Iteration 17Q: 3 clusters Score -607577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -607580.875000 Penalty: 2787.882568
	Iteration 18Q: 3 clusters Score -607580.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -607584.000000 Penalty: 2787.882568
	Iteration 19Q: 3 clusters Score -607584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -607583.562500 Penalty: 2787.882568
	Iteration 20F: 3 clusters Score -607583.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -607586.375000 Penalty: 2787.882568
	Iteration 21Q: 3 clusters Score -607586.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -607587.437500 Penalty: 2787.882568
	Iteration 22Q: 3 clusters Score -607587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -607589.750000 Penalty: 2787.882568
	Iteration 23Q: 3 clusters Score -607589.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -607590.062500 Penalty: 2787.882568
	Iteration 24Q: 3 clusters Score -607590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -607590.500000 Penalty: 2787.882568
	Iteration 25Q: 3 clusters Score -607590.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -607591.312500 Penalty: 2787.882568
	Iteration 26Q: 3 clusters Score -607591.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -607592.375000 Penalty: 2787.882568
	Iteration 27Q: 3 clusters Score -607592.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -607591.812500 Penalty: 2787.882568
	Iteration 28Q: 3 clusters Score -607591.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -607593.000000 Penalty: 2787.882568
	Iteration 29Q: 3 clusters Score -607593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -607594.562500 Penalty: 2787.882568
	Iteration 30Q: 3 clusters Score -607594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -607595.250000 Penalty: 2787.882568
	Iteration 31Q: 3 clusters Score -607595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -607594.250000 Penalty: 2787.882568
	Iteration 32Q: 3 clusters Score -607594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -607594.250000 Penalty: 2787.882568
	Iteration 33F: 3 clusters Score -607594.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -571599.562500 Penalty: 1368.038452
	Iteration 0F: 2 clusters Score -571599.6 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 2231 members 
Entering Unmasked Estep 
Score: -567915.937500 Penalty: 2736.076904
	Iteration 0F: 3 clusters Score -567915.9 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -568959.500000 Penalty: 2736.076904
	Iteration 1F: 3 clusters Score -568959.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -569116.562500 Penalty: 2736.076904
	Iteration 2F: 3 clusters Score -569116.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -569247.437500 Penalty: 2736.076904
	Iteration 3F: 3 clusters Score -569247.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -569357.500000 Penalty: 2736.076904
	Iteration 4Q: 3 clusters Score -569357.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -569472.125000 Penalty: 2736.076904
	Iteration 5Q: 3 clusters Score -569472.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -569586.750000 Penalty: 2736.076904
	Iteration 6Q: 3 clusters Score -569586.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -569712.250000 Penalty: 2736.076904
	Iteration 7Q: 3 clusters Score -569712.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -569846.562500 Penalty: 2736.076904
	Iteration 8Q: 3 clusters Score -569846.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -569974.000000 Penalty: 2736.076904
	Iteration 9Q: 3 clusters Score -569974 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -570084.375000 Penalty: 2736.076904
	Iteration 10Q: 3 clusters Score -570084.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -570171.125000 Penalty: 2736.076904
	Iteration 11Q: 3 clusters Score -570171.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -570246.687500 Penalty: 2736.076904
	Iteration 12Q: 3 clusters Score -570246.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -570314.812500 Penalty: 2736.076904
	Iteration 13Q: 3 clusters Score -570314.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -570351.187500 Penalty: 2736.076904
	Iteration 14Q: 3 clusters Score -570351.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -570375.250000 Penalty: 2736.076904
	Iteration 15Q: 3 clusters Score -570375.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -570390.437500 Penalty: 2736.076904
	Iteration 16Q: 3 clusters Score -570390.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -570402.875000 Penalty: 2736.076904
	Iteration 17Q: 3 clusters Score -570402.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -570417.125000 Penalty: 2736.076904
	Iteration 18Q: 3 clusters Score -570417.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -570425.437500 Penalty: 2736.076904
	Iteration 19Q: 3 clusters Score -570425.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -570426.312500 Penalty: 2736.076904
	Iteration 20F: 3 clusters Score -570426.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -570429.687500 Penalty: 2736.076904
	Iteration 21Q: 3 clusters Score -570429.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -570435.375000 Penalty: 2736.076904
	Iteration 22Q: 3 clusters Score -570435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -570436.562500 Penalty: 2736.076904
	Iteration 23Q: 3 clusters Score -570436.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -570437.312500 Penalty: 2736.076904
	Iteration 24Q: 3 clusters Score -570437.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -570438.062500 Penalty: 2736.076904
	Iteration 25Q: 3 clusters Score -570438.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -570439.500000 Penalty: 2736.076904
	Iteration 26Q: 3 clusters Score -570439.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -570439.500000 Penalty: 2736.076904
	Iteration 27F: 3 clusters Score -570439.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Entering Unmasked Estep 
Score: -501234.000000 Penalty: 1352.901611
	Iteration 0F: 2 clusters Score -501234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -497847.562500 Penalty: 2705.803223
	Iteration 0F: 3 clusters Score -497847.6 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -498732.437500 Penalty: 2705.803223
	Iteration 1F: 3 clusters Score -498732.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -498907.656250 Penalty: 2705.803223
	Iteration 2F: 3 clusters Score -498907.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -499046.562500 Penalty: 2705.803223
	Iteration 3F: 3 clusters Score -499046.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -499159.125000 Penalty: 2705.803223
	Iteration 4Q: 3 clusters Score -499159.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -499270.125000 Penalty: 2705.803223
	Iteration 5Q: 3 clusters Score -499270.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -499368.000000 Penalty: 2705.803223
	Iteration 6Q: 3 clusters Score -499368 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -499444.750000 Penalty: 2705.803223
	Iteration 7Q: 3 clusters Score -499444.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -499536.781250 Penalty: 2705.803223
	Iteration 8Q: 3 clusters Score -499536.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -499637.343750 Penalty: 2705.803223
	Iteration 9Q: 3 clusters Score -499637.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -499739.156250 Penalty: 2705.803223
	Iteration 10Q: 3 clusters Score -499739.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -499838.375000 Penalty: 2705.803223
	Iteration 11Q: 3 clusters Score -499838.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -499930.968750 Penalty: 2705.803223
	Iteration 12Q: 3 clusters Score -499931 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -500031.281250 Penalty: 2705.803223
	Iteration 13Q: 3 clusters Score -500031.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -500108.437500 Penalty: 2705.803223
	Iteration 14Q: 3 clusters Score -500108.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -500180.937500 Penalty: 2705.803223
	Iteration 15Q: 3 clusters Score -500180.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -500239.187500 Penalty: 2705.803223
	Iteration 16Q: 3 clusters Score -500239.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -500285.937500 Penalty: 2705.803223
	Iteration 17Q: 3 clusters Score -500285.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -500324.968750 Penalty: 2705.803223
	Iteration 18Q: 3 clusters Score -500325 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -500345.375000 Penalty: 2705.803223
	Iteration 19Q: 3 clusters Score -500345.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -500362.750000 Penalty: 2705.803223
	Iteration 20F: 3 clusters Score -500362.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -500377.968750 Penalty: 2705.803223
	Iteration 21Q: 3 clusters Score -500378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -500391.468750 Penalty: 2705.803223
	Iteration 22Q: 3 clusters Score -500391.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -500406.375000 Penalty: 2705.803223
	Iteration 23Q: 3 clusters Score -500406.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -500420.062500 Penalty: 2705.803223
	Iteration 24Q: 3 clusters Score -500420.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -500430.031250 Penalty: 2705.803223
	Iteration 25Q: 3 clusters Score -500430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -500437.562500 Penalty: 2705.803223
	Iteration 26Q: 3 clusters Score -500437.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -500446.843750 Penalty: 2705.803223
	Iteration 27Q: 3 clusters Score -500446.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -500457.625000 Penalty: 2705.803223
	Iteration 28Q: 3 clusters Score -500457.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -500466.843750 Penalty: 2705.803223
	Iteration 29Q: 3 clusters Score -500466.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -500472.531250 Penalty: 2705.803223
	Iteration 30Q: 3 clusters Score -500472.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -500475.156250 Penalty: 2705.803223
	Iteration 31Q: 3 clusters Score -500475.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -500476.625000 Penalty: 2705.803223
	Iteration 32Q: 3 clusters Score -500476.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -500477.937500 Penalty: 2705.803223
	Iteration 33Q: 3 clusters Score -500477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -500478.250000 Penalty: 2705.803223
	Iteration 34Q: 3 clusters Score -500478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -500479.718750 Penalty: 2705.803223
	Iteration 35Q: 3 clusters Score -500479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -500479.875000 Penalty: 2705.803223
	Iteration 36Q: 3 clusters Score -500479.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -500479.875000 Penalty: 2705.803223
	Iteration 37F: 3 clusters Score -500479.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -113348.070312 Penalty: 1123.320679
	Iteration 0F: 2 clusters Score -113348.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -111967.304688 Penalty: 2246.641357
	Iteration 0F: 3 clusters Score -111967.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112272.578125 Penalty: 2246.641357
	Iteration 1F: 3 clusters Score -112272.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -112442.218750 Penalty: 2246.641357
	Iteration 2F: 3 clusters Score -112442.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -112537.507812 Penalty: 2246.641357
	Iteration 3F: 3 clusters Score -112537.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -112648.039062 Penalty: 2246.641357
	Iteration 4F: 3 clusters Score -112648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -112760.117188 Penalty: 2246.641357
	Iteration 5Q: 3 clusters Score -112760.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -112814.148438 Penalty: 2246.641357
	Iteration 6Q: 3 clusters Score -112814.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -112856.242188 Penalty: 2246.641357
	Iteration 7Q: 3 clusters Score -112856.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -112877.992188 Penalty: 2246.641357
	Iteration 8Q: 3 clusters Score -112878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112887.031250 Penalty: 2246.641357
	Iteration 9Q: 3 clusters Score -112887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -112892.117188 Penalty: 2246.641357
	Iteration 10Q: 3 clusters Score -112892.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -112896.992188 Penalty: 2246.641357
	Iteration 11Q: 3 clusters Score -112897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -112898.750000 Penalty: 2246.641357
	Iteration 12Q: 3 clusters Score -112898.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112898.781250 Penalty: 2246.641357
	Iteration 13Q: 3 clusters Score -112898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112898.781250 Penalty: 2246.641357
	Iteration 14F: 3 clusters Score -112898.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -22609.806641 Penalty: 871.210022
	Iteration 0F: 2 clusters Score -22609.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21854.466797 Penalty: 1742.420044
	Iteration 0F: 3 clusters Score -21854.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21945.960938 Penalty: 1742.420044
	Iteration 1F: 3 clusters Score -21945.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21982.458984 Penalty: 1742.420044
	Iteration 2Q: 3 clusters Score -21982.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22000.769531 Penalty: 1742.420044
	Iteration 3Q: 3 clusters Score -22000.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22010.884766 Penalty: 1742.420044
	Iteration 4Q: 3 clusters Score -22010.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22022.781250 Penalty: 1742.420044
	Iteration 5Q: 3 clusters Score -22022.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22024.000000 Penalty: 1742.420044
	Iteration 6Q: 3 clusters Score -22024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22024.765625 Penalty: 1742.420044
	Iteration 7Q: 3 clusters Score -22024.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22024.765625 Penalty: 1742.420044
	Iteration 8F: 3 clusters Score -22024.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (33985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Entering Unmasked Estep 
Score: -4314481.000000 Penalty: 1695.472168
	Iteration 0F: 2 clusters Score -4314481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -4291531.000000 Penalty: 3390.944336
	Iteration 0F: 3 clusters Score -4291531 nChanged 15617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4300475.000000 Penalty: 3390.944336
	Iteration 1F: 3 clusters Score -4300475 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -4301049.000000 Penalty: 3390.944336
	Iteration 2Q: 3 clusters Score -4301049 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -4301747.000000 Penalty: 3390.944336
	Iteration 3Q: 3 clusters Score -4301747 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -4302796.500000 Penalty: 3390.944336
	Iteration 4F: 3 clusters Score -4302796 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -4304227.500000 Penalty: 3390.944336
	Iteration 5F: 3 clusters Score -4304228 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -4306232.500000 Penalty: 3390.944336
	Iteration 6F: 3 clusters Score -4306232 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -4308718.000000 Penalty: 3390.944336
	Iteration 7F: 3 clusters Score -4308718 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -4310961.500000 Penalty: 3390.944336
	Iteration 8F: 3 clusters Score -4310962 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -4312180.500000 Penalty: 3390.944336
	Iteration 9Q: 3 clusters Score -4312180 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -4312644.500000 Penalty: 3390.944336
	Iteration 10Q: 3 clusters Score -4312644 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -4312831.000000 Penalty: 3390.944336
	Iteration 11Q: 3 clusters Score -4312831 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -4312913.500000 Penalty: 3390.944336
	Iteration 12Q: 3 clusters Score -4312914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -4312959.500000 Penalty: 3390.944336
	Iteration 13Q: 3 clusters Score -4312960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -4312974.000000 Penalty: 3390.944336
	Iteration 14Q: 3 clusters Score -4312974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -4312983.000000 Penalty: 3390.944336
	Iteration 15Q: 3 clusters Score -4312983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -4312986.500000 Penalty: 3390.944336
	Iteration 16Q: 3 clusters Score -4312986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -4313007.000000 Penalty: 3390.944336
	Iteration 17Q: 3 clusters Score -4313007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -4313011.500000 Penalty: 3390.944336
	Iteration 18Q: 3 clusters Score -4313012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -4313011.500000 Penalty: 3390.944336
	Iteration 19Q: 3 clusters Score -4313012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -4313018.000000 Penalty: 3390.944336
	Iteration 20F: 3 clusters Score -4313018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4313021.500000 Penalty: 3390.944336
	Iteration 21Q: 3 clusters Score -4313022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4313021.500000 Penalty: 3390.944336
	Iteration 22F: 3 clusters Score -4313022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (82894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82894 members 
Entering Unmasked Estep 
Score: -10631604.000000 Penalty: 1840.364258
	Iteration 0F: 2 clusters Score -1.06316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -10576827.000000 Penalty: 3680.728516
	Iteration 0F: 3 clusters Score -1.057683e+07 nChanged 39490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -10600010.000000 Penalty: 3680.728516
	Iteration 1F: 3 clusters Score -1.060001e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -10600912.000000 Penalty: 3680.728516
	Iteration 2Q: 3 clusters Score -1.060091e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -10602087.000000 Penalty: 3680.728516
	Iteration 3Q: 3 clusters Score -1.060209e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -10603801.000000 Penalty: 3680.728516
	Iteration 4Q: 3 clusters Score -1.06038e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -10606192.000000 Penalty: 3680.728516
	Iteration 5F: 3 clusters Score -1.060619e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -10609185.000000 Penalty: 3680.728516
	Iteration 6F: 3 clusters Score -1.060918e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -10613058.000000 Penalty: 3680.728516
	Iteration 7F: 3 clusters Score -1.061306e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
Score: -10617562.000000 Penalty: 3680.728516
	Iteration 8F: 3 clusters Score -1.061756e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 74155 members 
Entering Unmasked Estep 
Score: -10622151.000000 Penalty: 3680.728516
	Iteration 9F: 3 clusters Score -1.062215e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -10625907.000000 Penalty: 3680.728516
	Iteration 10F: 3 clusters Score -1.062591e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 80952 members 
Entering Unmasked Estep 
Score: -10628282.000000 Penalty: 3680.728516
	Iteration 11Q: 3 clusters Score -1.062828e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -10629308.000000 Penalty: 3680.728516
	Iteration 12Q: 3 clusters Score -1.062931e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 82516 members 
Entering Unmasked Estep 
Score: -10629682.000000 Penalty: 3680.728516
	Iteration 13Q: 3 clusters Score -1.062968e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -10629828.000000 Penalty: 3680.728516
	Iteration 14Q: 3 clusters Score -1.062983e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
Score: -10629883.000000 Penalty: 3680.728516
	Iteration 15Q: 3 clusters Score -1.062988e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -10629923.000000 Penalty: 3680.728516
	Iteration 16Q: 3 clusters Score -1.062992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 82713 members 
Entering Unmasked Estep 
Score: -10629943.000000 Penalty: 3680.728516
	Iteration 17Q: 3 clusters Score -1.062994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 82718 members 
Entering Unmasked Estep 
Score: -10629958.000000 Penalty: 3680.728516
	Iteration 18Q: 3 clusters Score -1.062996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 82722 members 
Entering Unmasked Estep 
Score: -10629957.000000 Penalty: 3680.728516
	Iteration 19Q: 3 clusters Score -1.062996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -10629967.000000 Penalty: 3680.728516
	Iteration 20F: 3 clusters Score -1.062997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Entering Unmasked Estep 
Score: -444679.031250 Penalty: 1328.709351
	Iteration 0F: 2 clusters Score -444679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -441659.937500 Penalty: 2657.418701
	Iteration 0F: 3 clusters Score -441659.9 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -442425.875000 Penalty: 2657.418701
	Iteration 1F: 3 clusters Score -442425.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -442579.687500 Penalty: 2657.418701
	Iteration 2F: 3 clusters Score -442579.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -442690.000000 Penalty: 2657.418701
	Iteration 3Q: 3 clusters Score -442690 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -442776.750000 Penalty: 2657.418701
	Iteration 4Q: 3 clusters Score -442776.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -442845.906250 Penalty: 2657.418701
	Iteration 5Q: 3 clusters Score -442845.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -442899.312500 Penalty: 2657.418701
	Iteration 6Q: 3 clusters Score -442899.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -442958.062500 Penalty: 2657.418701
	Iteration 7Q: 3 clusters Score -442958.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -443024.625000 Penalty: 2657.418701
	Iteration 8Q: 3 clusters Score -443024.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -443092.125000 Penalty: 2657.418701
	Iteration 9Q: 3 clusters Score -443092.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -443161.062500 Penalty: 2657.418701
	Iteration 10Q: 3 clusters Score -443161.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -443261.718750 Penalty: 2657.418701
	Iteration 11Q: 3 clusters Score -443261.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -443377.187500 Penalty: 2657.418701
	Iteration 12Q: 3 clusters Score -443377.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -443541.312500 Penalty: 2657.418701
	Iteration 13Q: 3 clusters Score -443541.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -443670.531250 Penalty: 2657.418701
	Iteration 14Q: 3 clusters Score -443670.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -443762.812500 Penalty: 2657.418701
	Iteration 15Q: 3 clusters Score -443762.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -443821.500000 Penalty: 2657.418701
	Iteration 16Q: 3 clusters Score -443821.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -443857.718750 Penalty: 2657.418701
	Iteration 17Q: 3 clusters Score -443857.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -443874.156250 Penalty: 2657.418701
	Iteration 18Q: 3 clusters Score -443874.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -443885.343750 Penalty: 2657.418701
	Iteration 19Q: 3 clusters Score -443885.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -443892.718750 Penalty: 2657.418701
	Iteration 20F: 3 clusters Score -443892.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -443898.593750 Penalty: 2657.418701
	Iteration 21Q: 3 clusters Score -443898.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -443903.718750 Penalty: 2657.418701
	Iteration 22Q: 3 clusters Score -443903.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -443905.031250 Penalty: 2657.418701
	Iteration 23Q: 3 clusters Score -443905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -443905.375000 Penalty: 2657.418701
	Iteration 24Q: 3 clusters Score -443905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -443904.750000 Penalty: 2657.418701
	Iteration 25Q: 3 clusters Score -443904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -443905.031250 Penalty: 2657.418701
	Iteration 26Q: 3 clusters Score -443905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -443905.031250 Penalty: 2657.418701
	Iteration 27F: 3 clusters Score -443905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Entering Unmasked Estep 
Score: -827287.937500 Penalty: 1424.691040
	Iteration 0F: 2 clusters Score -827287.9 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 3120 members 
Entering Unmasked Estep 
Score: -822389.250000 Penalty: 2849.382080
	Iteration 0F: 3 clusters Score -822389.2 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -823877.562500 Penalty: 2849.382080
	Iteration 1F: 3 clusters Score -823877.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -824119.500000 Penalty: 2849.382080
	Iteration 2F: 3 clusters Score -824119.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -824296.500000 Penalty: 2849.382080
	Iteration 3F: 3 clusters Score -824296.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -824485.750000 Penalty: 2849.382080
	Iteration 4Q: 3 clusters Score -824485.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -824684.062500 Penalty: 2849.382080
	Iteration 5Q: 3 clusters Score -824684.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -824887.875000 Penalty: 2849.382080
	Iteration 6Q: 3 clusters Score -824887.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -825096.000000 Penalty: 2849.382080
	Iteration 7Q: 3 clusters Score -825096 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -825306.687500 Penalty: 2849.382080
	Iteration 8Q: 3 clusters Score -825306.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -825522.750000 Penalty: 2849.382080
	Iteration 9Q: 3 clusters Score -825522.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -825675.562500 Penalty: 2849.382080
	Iteration 10Q: 3 clusters Score -825675.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -825800.812500 Penalty: 2849.382080
	Iteration 11Q: 3 clusters Score -825800.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -825895.875000 Penalty: 2849.382080
	Iteration 12Q: 3 clusters Score -825895.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -825960.812500 Penalty: 2849.382080
	Iteration 13Q: 3 clusters Score -825960.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -826003.125000 Penalty: 2849.382080
	Iteration 14Q: 3 clusters Score -826003.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -826035.812500 Penalty: 2849.382080
	Iteration 15Q: 3 clusters Score -826035.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -826052.875000 Penalty: 2849.382080
	Iteration 16Q: 3 clusters Score -826052.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -826070.500000 Penalty: 2849.382080
	Iteration 17Q: 3 clusters Score -826070.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -826084.000000 Penalty: 2849.382080
	Iteration 18Q: 3 clusters Score -826084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -826096.062500 Penalty: 2849.382080
	Iteration 19Q: 3 clusters Score -826096.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -826105.062500 Penalty: 2849.382080
	Iteration 20F: 3 clusters Score -826105.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -826114.125000 Penalty: 2849.382080
	Iteration 21Q: 3 clusters Score -826114.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -826119.500000 Penalty: 2849.382080
	Iteration 22Q: 3 clusters Score -826119.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -826128.437500 Penalty: 2849.382080
	Iteration 23Q: 3 clusters Score -826128.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -826131.375000 Penalty: 2849.382080
	Iteration 24Q: 3 clusters Score -826131.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -826137.687500 Penalty: 2849.382080
	Iteration 25Q: 3 clusters Score -826137.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -826145.437500 Penalty: 2849.382080
	Iteration 26Q: 3 clusters Score -826145.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -826150.375000 Penalty: 2849.382080
	Iteration 27Q: 3 clusters Score -826150.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -826151.625000 Penalty: 2849.382080
	Iteration 28Q: 3 clusters Score -826151.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -826152.562500 Penalty: 2849.382080
	Iteration 29Q: 3 clusters Score -826152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -826155.062500 Penalty: 2849.382080
	Iteration 30Q: 3 clusters Score -826155.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -826155.687500 Penalty: 2849.382080
	Iteration 31Q: 3 clusters Score -826155.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -826157.187500 Penalty: 2849.382080
	Iteration 32Q: 3 clusters Score -826157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -826159.312500 Penalty: 2849.382080
	Iteration 33Q: 3 clusters Score -826159.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -826159.875000 Penalty: 2849.382080
	Iteration 34Q: 3 clusters Score -826159.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -826160.062500 Penalty: 2849.382080
	Iteration 35Q: 3 clusters Score -826160.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -826160.062500 Penalty: 2849.382080
	Iteration 36F: 3 clusters Score -826160.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Entering Unmasked Estep 
Score: -668642.062500 Penalty: 1392.713379
	Iteration 0F: 2 clusters Score -668642.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -664509.687500 Penalty: 2785.426758
	Iteration 0F: 3 clusters Score -664509.7 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -665628.000000 Penalty: 2785.426758
	Iteration 1F: 3 clusters Score -665628 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -665786.687500 Penalty: 2785.426758
	Iteration 2F: 3 clusters Score -665786.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -665926.250000 Penalty: 2785.426758
	Iteration 3Q: 3 clusters Score -665926.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -666104.375000 Penalty: 2785.426758
	Iteration 4Q: 3 clusters Score -666104.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -666296.750000 Penalty: 2785.426758
	Iteration 5Q: 3 clusters Score -666296.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -666474.062500 Penalty: 2785.426758
	Iteration 6Q: 3 clusters Score -666474.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -666633.250000 Penalty: 2785.426758
	Iteration 7Q: 3 clusters Score -666633.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -666736.500000 Penalty: 2785.426758
	Iteration 8Q: 3 clusters Score -666736.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -666812.000000 Penalty: 2785.426758
	Iteration 9Q: 3 clusters Score -666812 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -666867.375000 Penalty: 2785.426758
	Iteration 10Q: 3 clusters Score -666867.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -666911.687500 Penalty: 2785.426758
	Iteration 11Q: 3 clusters Score -666911.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -666950.125000 Penalty: 2785.426758
	Iteration 12Q: 3 clusters Score -666950.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -666983.125000 Penalty: 2785.426758
	Iteration 13Q: 3 clusters Score -666983.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -667014.250000 Penalty: 2785.426758
	Iteration 14Q: 3 clusters Score -667014.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -667031.875000 Penalty: 2785.426758
	Iteration 15Q: 3 clusters Score -667031.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -667047.437500 Penalty: 2785.426758
	Iteration 16Q: 3 clusters Score -667047.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -667059.000000 Penalty: 2785.426758
	Iteration 17Q: 3 clusters Score -667059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -667071.687500 Penalty: 2785.426758
	Iteration 18Q: 3 clusters Score -667071.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -667082.125000 Penalty: 2785.426758
	Iteration 19Q: 3 clusters Score -667082.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -667089.875000 Penalty: 2785.426758
	Iteration 20F: 3 clusters Score -667089.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -667095.750000 Penalty: 2785.426758
	Iteration 21Q: 3 clusters Score -667095.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -667098.250000 Penalty: 2785.426758
	Iteration 22Q: 3 clusters Score -667098.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -667102.437500 Penalty: 2785.426758
	Iteration 23Q: 3 clusters Score -667102.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -667106.750000 Penalty: 2785.426758
	Iteration 24Q: 3 clusters Score -667106.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -667112.750000 Penalty: 2785.426758
	Iteration 25Q: 3 clusters Score -667112.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -667120.500000 Penalty: 2785.426758
	Iteration 26Q: 3 clusters Score -667120.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -667129.062500 Penalty: 2785.426758
	Iteration 27Q: 3 clusters Score -667129.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -667140.875000 Penalty: 2785.426758
	Iteration 28Q: 3 clusters Score -667140.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -667149.687500 Penalty: 2785.426758
	Iteration 29Q: 3 clusters Score -667149.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -667157.000000 Penalty: 2785.426758
	Iteration 30Q: 3 clusters Score -667157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -667165.250000 Penalty: 2785.426758
	Iteration 31Q: 3 clusters Score -667165.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -667173.750000 Penalty: 2785.426758
	Iteration 32Q: 3 clusters Score -667173.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -667180.250000 Penalty: 2785.426758
	Iteration 33Q: 3 clusters Score -667180.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -667185.687500 Penalty: 2785.426758
	Iteration 34Q: 3 clusters Score -667185.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -667192.750000 Penalty: 2785.426758
	Iteration 35Q: 3 clusters Score -667192.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -667197.437500 Penalty: 2785.426758
	Iteration 36Q: 3 clusters Score -667197.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -667203.125000 Penalty: 2785.426758
	Iteration 37Q: 3 clusters Score -667203.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -667204.562500 Penalty: 2785.426758
	Iteration 38Q: 3 clusters Score -667204.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -667208.687500 Penalty: 2785.426758
	Iteration 39Q: 3 clusters Score -667208.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -667212.125000 Penalty: 2785.426758
	Iteration 40F: 3 clusters Score -667212.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -667217.500000 Penalty: 2785.426758
	Iteration 41Q: 3 clusters Score -667217.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -667221.250000 Penalty: 2785.426758
	Iteration 42Q: 3 clusters Score -667221.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -667226.000000 Penalty: 2785.426758
	Iteration 43Q: 3 clusters Score -667226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -667232.312500 Penalty: 2785.426758
	Iteration 44Q: 3 clusters Score -667232.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -667236.500000 Penalty: 2785.426758
	Iteration 45Q: 3 clusters Score -667236.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -667239.625000 Penalty: 2785.426758
	Iteration 46Q: 3 clusters Score -667239.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -667243.562500 Penalty: 2785.426758
	Iteration 47Q: 3 clusters Score -667243.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -667247.375000 Penalty: 2785.426758
	Iteration 48Q: 3 clusters Score -667247.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -667251.312500 Penalty: 2785.426758
	Iteration 49Q: 3 clusters Score -667251.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -667256.812500 Penalty: 2785.426758
	Iteration 50Q: 3 clusters Score -667256.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -667258.312500 Penalty: 2785.426758
	Iteration 51Q: 3 clusters Score -667258.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -667260.437500 Penalty: 2785.426758
	Iteration 52Q: 3 clusters Score -667260.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -667262.125000 Penalty: 2785.426758
	Iteration 53Q: 3 clusters Score -667262.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -667267.000000 Penalty: 2785.426758
	Iteration 54Q: 3 clusters Score -667267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -667272.625000 Penalty: 2785.426758
	Iteration 55Q: 3 clusters Score -667272.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -667278.000000 Penalty: 2785.426758
	Iteration 56Q: 3 clusters Score -667278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -667283.375000 Penalty: 2785.426758
	Iteration 57Q: 3 clusters Score -667283.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -667290.812500 Penalty: 2785.426758
	Iteration 58Q: 3 clusters Score -667290.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -667296.250000 Penalty: 2785.426758
	Iteration 59Q: 3 clusters Score -667296.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -667303.000000 Penalty: 2785.426758
	Iteration 60F: 3 clusters Score -667303 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -667314.625000 Penalty: 2785.426758
	Iteration 61Q: 3 clusters Score -667314.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -667327.562500 Penalty: 2785.426758
	Iteration 62Q: 3 clusters Score -667327.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -667337.875000 Penalty: 2785.426758
	Iteration 63Q: 3 clusters Score -667337.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -667349.687500 Penalty: 2785.426758
	Iteration 64Q: 3 clusters Score -667349.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -667357.437500 Penalty: 2785.426758
	Iteration 65Q: 3 clusters Score -667357.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -667372.187500 Penalty: 2785.426758
	Iteration 66Q: 3 clusters Score -667372.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -667381.125000 Penalty: 2785.426758
	Iteration 67Q: 3 clusters Score -667381.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -667394.312500 Penalty: 2785.426758
	Iteration 68Q: 3 clusters Score -667394.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -667410.000000 Penalty: 2785.426758
	Iteration 69Q: 3 clusters Score -667410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -667428.812500 Penalty: 2785.426758
	Iteration 70Q: 3 clusters Score -667428.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -667449.500000 Penalty: 2785.426758
	Iteration 71Q: 3 clusters Score -667449.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -667472.312500 Penalty: 2785.426758
	Iteration 72Q: 3 clusters Score -667472.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -667493.687500 Penalty: 2785.426758
	Iteration 73Q: 3 clusters Score -667493.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -667509.812500 Penalty: 2785.426758
	Iteration 74Q: 3 clusters Score -667509.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -667530.250000 Penalty: 2785.426758
	Iteration 75Q: 3 clusters Score -667530.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -667547.125000 Penalty: 2785.426758
	Iteration 76Q: 3 clusters Score -667547.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -667563.500000 Penalty: 2785.426758
	Iteration 77Q: 3 clusters Score -667563.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -667586.875000 Penalty: 2785.426758
	Iteration 78Q: 3 clusters Score -667586.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -667609.375000 Penalty: 2785.426758
	Iteration 79Q: 3 clusters Score -667609.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -667631.062500 Penalty: 2785.426758
	Iteration 80F: 3 clusters Score -667631.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -667652.937500 Penalty: 2785.426758
	Iteration 81Q: 3 clusters Score -667652.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -667668.562500 Penalty: 2785.426758
	Iteration 82Q: 3 clusters Score -667668.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -667684.812500 Penalty: 2785.426758
	Iteration 83Q: 3 clusters Score -667684.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -667703.250000 Penalty: 2785.426758
	Iteration 84Q: 3 clusters Score -667703.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -667732.937500 Penalty: 2785.426758
	Iteration 85Q: 3 clusters Score -667732.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -667752.625000 Penalty: 2785.426758
	Iteration 86Q: 3 clusters Score -667752.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -667763.000000 Penalty: 2785.426758
	Iteration 87Q: 3 clusters Score -667763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -667773.875000 Penalty: 2785.426758
	Iteration 88Q: 3 clusters Score -667773.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -667785.812500 Penalty: 2785.426758
	Iteration 89Q: 3 clusters Score -667785.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -667799.312500 Penalty: 2785.426758
	Iteration 90Q: 3 clusters Score -667799.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -667813.500000 Penalty: 2785.426758
	Iteration 91Q: 3 clusters Score -667813.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -667832.750000 Penalty: 2785.426758
	Iteration 92Q: 3 clusters Score -667832.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -667848.937500 Penalty: 2785.426758
	Iteration 93Q: 3 clusters Score -667848.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -667869.187500 Penalty: 2785.426758
	Iteration 94Q: 3 clusters Score -667869.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -667890.750000 Penalty: 2785.426758
	Iteration 95Q: 3 clusters Score -667890.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -667907.500000 Penalty: 2785.426758
	Iteration 96Q: 3 clusters Score -667907.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -667928.500000 Penalty: 2785.426758
	Iteration 97Q: 3 clusters Score -667928.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -667946.000000 Penalty: 2785.426758
	Iteration 98Q: 3 clusters Score -667946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -667959.750000 Penalty: 2785.426758
	Iteration 99Q: 3 clusters Score -667959.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -667979.125000 Penalty: 2785.426758
	Iteration 100F: 3 clusters Score -667979.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -667993.000000 Penalty: 2785.426758
	Iteration 101Q: 3 clusters Score -667993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -667999.000000 Penalty: 2785.426758
	Iteration 102Q: 3 clusters Score -667999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -668005.125000 Penalty: 2785.426758
	Iteration 103Q: 3 clusters Score -668005.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -668009.812500 Penalty: 2785.426758
	Iteration 104Q: 3 clusters Score -668009.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -668013.187500 Penalty: 2785.426758
	Iteration 105Q: 3 clusters Score -668013.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -668021.437500 Penalty: 2785.426758
	Iteration 106Q: 3 clusters Score -668021.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -668029.187500 Penalty: 2785.426758
	Iteration 107Q: 3 clusters Score -668029.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -668036.875000 Penalty: 2785.426758
	Iteration 108Q: 3 clusters Score -668036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -668041.375000 Penalty: 2785.426758
	Iteration 109Q: 3 clusters Score -668041.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -668045.625000 Penalty: 2785.426758
	Iteration 110Q: 3 clusters Score -668045.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -668050.187500 Penalty: 2785.426758
	Iteration 111Q: 3 clusters Score -668050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -668049.375000 Penalty: 2785.426758
	Iteration 112Q: 3 clusters Score -668049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -668049.375000 Penalty: 2785.426758
	Iteration 113F: 3 clusters Score -668049.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -22384.011719 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -22384.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21661.917969 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -21661.92 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21882.101562 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -21882.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21929.525391 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -21929.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21950.248047 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -21950.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21987.474609 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -21987.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22024.310547 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -22024.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22082.068359 Penalty: 1791.864380
	Iteration 6F: 3 clusters Score -22082.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22205.267578 Penalty: 1791.864380
	Iteration 7F: 3 clusters Score -22205.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22302.921875 Penalty: 1791.864380
	Iteration 8Q: 3 clusters Score -22302.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22395.794922 Penalty: 1791.864380
	Iteration 9Q: 3 clusters Score -22395.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -22459.669922 Penalty: 1791.864380
	Iteration 10Q: 3 clusters Score -22459.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22534.498047 Penalty: 1791.864380
	Iteration 11Q: 3 clusters Score -22534.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22535.378906 Penalty: 1791.864380
	Iteration 12F: 3 clusters Score -22535.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22544.638672 Penalty: 1791.864380
	Iteration 13Q: 3 clusters Score -22544.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22544.851562 Penalty: 1791.864380
	Iteration 14F: 3 clusters Score -22544.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22576.990234 Penalty: 1791.864380
	Iteration 15Q: 3 clusters Score -22576.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22576.990234 Penalty: 1791.864380
	Iteration 16F: 3 clusters Score -22576.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136380 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 36687 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63604 members 
Mstep: Class 7 contains 18360 members 
Mstep: Class 8 contains 117297 members 
Mstep: Class 9 contains 12668 members 
Mstep: Class 10 contains 10810 members 
Mstep: Class 11 contains 38329 members 
Mstep: Class 12 contains 16199 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11123 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6982 members 
Mstep: Class 17 contains 9172 members 
Mstep: Class 18 contains 42632 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 25887 members 
Mstep: Class 23 contains 23419 members 
Mstep: Class 24 contains 117761 members 
Mstep: Class 25 contains 5314 members 
Mstep: Class 26 contains 81 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4128 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33985 members 
Mstep: Class 32 contains 82894 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6421 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 167 members 
Entering Unmasked Estep 
Score: -108956192.000000 Penalty: 80105.234375
Splitting cluster 37 changes total score from -108957416.000000 to -108956192.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136380 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 36687 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63604 members 
Mstep: Class 7 contains 18360 members 
Mstep: Class 8 contains 117297 members 
Mstep: Class 9 contains 12668 members 
Mstep: Class 10 contains 10810 members 
Mstep: Class 11 contains 38329 members 
Mstep: Class 12 contains 16199 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11123 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6982 members 
Mstep: Class 17 contains 9172 members 
Mstep: Class 18 contains 42632 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 25887 members 
Mstep: Class 23 contains 23419 members 
Mstep: Class 24 contains 117761 members 
Mstep: Class 25 contains 5314 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4128 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33985 members 
Mstep: Class 32 contains 82894 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6421 members 
Mstep: Class 35 contains 5274 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957464.000000 Penalty: 77880.085938
Iteration 279Q: 36 clusters Score -1.089575e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136374 members 
Mstep: Class 3 contains 5309 members 
Mstep: Class 4 contains 36693 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63621 members 
Mstep: Class 7 contains 18361 members 
Mstep: Class 8 contains 117289 members 
Mstep: Class 9 contains 12663 members 
Mstep: Class 10 contains 10811 members 
Mstep: Class 11 contains 38333 members 
Mstep: Class 12 contains 16199 members 
Mstep: Class 13 contains 26908 members 
Mstep: Class 14 contains 11124 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6982 members 
Mstep: Class 17 contains 9172 members 
Mstep: Class 18 contains 42633 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5362 members 
Mstep: Class 22 contains 25886 members 
Mstep: Class 23 contains 23420 members 
Mstep: Class 24 contains 117753 members 
Mstep: Class 25 contains 5315 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33987 members 
Mstep: Class 32 contains 82890 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6421 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957456.000000 Penalty: 77880.085938
Iteration 280F: 36 clusters Score -1.089575e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136366 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 36700 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63642 members 
Mstep: Class 7 contains 18363 members 
Mstep: Class 8 contains 117286 members 
Mstep: Class 9 contains 12650 members 
Mstep: Class 10 contains 10810 members 
Mstep: Class 11 contains 38335 members 
Mstep: Class 12 contains 16200 members 
Mstep: Class 13 contains 26909 members 
Mstep: Class 14 contains 11127 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6982 members 
Mstep: Class 17 contains 9172 members 
Mstep: Class 18 contains 42635 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5360 members 
Mstep: Class 22 contains 25883 members 
Mstep: Class 23 contains 23424 members 
Mstep: Class 24 contains 117740 members 
Mstep: Class 25 contains 5316 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33987 members 
Mstep: Class 32 contains 82890 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6421 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957424.000000 Penalty: 77880.085938
Iteration 281Q: 36 clusters Score -1.089574e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136363 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 36710 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63656 members 
Mstep: Class 7 contains 18363 members 
Mstep: Class 8 contains 117284 members 
Mstep: Class 9 contains 12637 members 
Mstep: Class 10 contains 10808 members 
Mstep: Class 11 contains 38332 members 
Mstep: Class 12 contains 16199 members 
Mstep: Class 13 contains 26907 members 
Mstep: Class 14 contains 11127 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 9171 members 
Mstep: Class 18 contains 42638 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5360 members 
Mstep: Class 22 contains 25883 members 
Mstep: Class 23 contains 23428 members 
Mstep: Class 24 contains 117736 members 
Mstep: Class 25 contains 5315 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4126 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33987 members 
Mstep: Class 32 contains 82894 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6421 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957424.000000 Penalty: 77880.085938
Iteration 282Q: 36 clusters Score -1.089574e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136358 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 36716 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63669 members 
Mstep: Class 7 contains 18363 members 
Mstep: Class 8 contains 117287 members 
Mstep: Class 9 contains 12625 members 
Mstep: Class 10 contains 10805 members 
Mstep: Class 11 contains 38334 members 
Mstep: Class 12 contains 16196 members 
Mstep: Class 13 contains 26906 members 
Mstep: Class 14 contains 11129 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 9170 members 
Mstep: Class 18 contains 42640 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5359 members 
Mstep: Class 22 contains 25885 members 
Mstep: Class 23 contains 23431 members 
Mstep: Class 24 contains 117733 members 
Mstep: Class 25 contains 5312 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4126 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33988 members 
Mstep: Class 32 contains 82893 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6421 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957456.000000 Penalty: 77880.085938
Iteration 283Q: 36 clusters Score -1.089575e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136356 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 36729 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63679 members 
Mstep: Class 7 contains 18367 members 
Mstep: Class 8 contains 117288 members 
Mstep: Class 9 contains 12607 members 
Mstep: Class 10 contains 10803 members 
Mstep: Class 11 contains 38337 members 
Mstep: Class 12 contains 16188 members 
Mstep: Class 13 contains 26903 members 
Mstep: Class 14 contains 11129 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 9170 members 
Mstep: Class 18 contains 42641 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5358 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23434 members 
Mstep: Class 24 contains 117729 members 
Mstep: Class 25 contains 5309 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33992 members 
Mstep: Class 32 contains 82893 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6421 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957424.000000 Penalty: 77880.085938
Iteration 284Q: 36 clusters Score -1.089574e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136349 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 36738 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63692 members 
Mstep: Class 7 contains 18366 members 
Mstep: Class 8 contains 117294 members 
Mstep: Class 9 contains 12596 members 
Mstep: Class 10 contains 10801 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 16185 members 
Mstep: Class 13 contains 26904 members 
Mstep: Class 14 contains 11129 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 9170 members 
Mstep: Class 18 contains 42644 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5357 members 
Mstep: Class 22 contains 25887 members 
Mstep: Class 23 contains 23434 members 
Mstep: Class 24 contains 117725 members 
Mstep: Class 25 contains 5305 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33995 members 
Mstep: Class 32 contains 82891 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6421 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957376.000000 Penalty: 77880.085938
Iteration 285Q: 36 clusters Score -1.089574e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136341 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 36749 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63707 members 
Mstep: Class 7 contains 18364 members 
Mstep: Class 8 contains 117290 members 
Mstep: Class 9 contains 12588 members 
Mstep: Class 10 contains 10799 members 
Mstep: Class 11 contains 38339 members 
Mstep: Class 12 contains 16183 members 
Mstep: Class 13 contains 26903 members 
Mstep: Class 14 contains 11130 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 9170 members 
Mstep: Class 18 contains 42649 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5356 members 
Mstep: Class 22 contains 25883 members 
Mstep: Class 23 contains 23436 members 
Mstep: Class 24 contains 117723 members 
Mstep: Class 25 contains 5304 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33996 members 
Mstep: Class 32 contains 82890 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6421 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957416.000000 Penalty: 77880.085938
Iteration 286Q: 36 clusters Score -1.089574e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136339 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 36755 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63720 members 
Mstep: Class 7 contains 18366 members 
Mstep: Class 8 contains 117287 members 
Mstep: Class 9 contains 12582 members 
Mstep: Class 10 contains 10790 members 
Mstep: Class 11 contains 38340 members 
Mstep: Class 12 contains 16182 members 
Mstep: Class 13 contains 26903 members 
Mstep: Class 14 contains 11130 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 9171 members 
Mstep: Class 18 contains 42655 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5355 members 
Mstep: Class 22 contains 25879 members 
Mstep: Class 23 contains 23440 members 
Mstep: Class 24 contains 117717 members 
Mstep: Class 25 contains 5301 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33994 members 
Mstep: Class 32 contains 82894 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6421 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957384.000000 Penalty: 77880.085938
Iteration 287Q: 36 clusters Score -1.089574e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136332 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 36762 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63740 members 
Mstep: Class 7 contains 18367 members 
Mstep: Class 8 contains 117291 members 
Mstep: Class 9 contains 12565 members 
Mstep: Class 10 contains 10782 members 
Mstep: Class 11 contains 38345 members 
Mstep: Class 12 contains 16182 members 
Mstep: Class 13 contains 26906 members 
Mstep: Class 14 contains 11132 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6981 members 
Mstep: Class 17 contains 9171 members 
Mstep: Class 18 contains 42657 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5355 members 
Mstep: Class 22 contains 25878 members 
Mstep: Class 23 contains 23441 members 
Mstep: Class 24 contains 117705 members 
Mstep: Class 25 contains 5299 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33994 members 
Mstep: Class 32 contains 82896 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6422 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957288.000000 Penalty: 77880.085938
Iteration 288Q: 36 clusters Score -1.089573e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136328 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 36770 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63762 members 
Mstep: Class 7 contains 18367 members 
Mstep: Class 8 contains 117292 members 
Mstep: Class 9 contains 12544 members 
Mstep: Class 10 contains 10768 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16182 members 
Mstep: Class 13 contains 26905 members 
Mstep: Class 14 contains 11132 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9171 members 
Mstep: Class 18 contains 42662 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 25875 members 
Mstep: Class 23 contains 23442 members 
Mstep: Class 24 contains 117704 members 
Mstep: Class 25 contains 5299 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33992 members 
Mstep: Class 32 contains 82900 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6424 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957280.000000 Penalty: 77880.085938
Iteration 289Q: 36 clusters Score -1.089573e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136323 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 36777 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63787 members 
Mstep: Class 7 contains 18367 members 
Mstep: Class 8 contains 117289 members 
Mstep: Class 9 contains 12527 members 
Mstep: Class 10 contains 10759 members 
Mstep: Class 11 contains 38353 members 
Mstep: Class 12 contains 16182 members 
Mstep: Class 13 contains 26907 members 
Mstep: Class 14 contains 11132 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 9166 members 
Mstep: Class 18 contains 42666 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5353 members 
Mstep: Class 22 contains 25876 members 
Mstep: Class 23 contains 23443 members 
Mstep: Class 24 contains 117698 members 
Mstep: Class 25 contains 5298 members 
Mstep: Class 27 contains 4531 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33991 members 
Mstep: Class 32 contains 82903 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6426 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957344.000000 Penalty: 77880.085938
Iteration 290Q: 36 clusters Score -1.089573e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 136319 members 
Mstep: Class 3 contains 5306 members 
Mstep: Class 4 contains 36793 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63810 members 
Mstep: Class 7 contains 18368 members 
Mstep: Class 8 contains 117287 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 10749 members 
Mstep: Class 11 contains 38353 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 26909 members 
Mstep: Class 14 contains 11131 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6979 members 
Mstep: Class 17 contains 9162 members 
Mstep: Class 18 contains 42669 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5352 members 
Mstep: Class 22 contains 25880 members 
Mstep: Class 23 contains 23445 members 
Mstep: Class 24 contains 117691 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33991 members 
Mstep: Class 32 contains 82903 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6428 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957440.000000 Penalty: 77880.085938
Iteration 291Q: 36 clusters Score -1.089574e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 136311 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 36808 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63830 members 
Mstep: Class 7 contains 18369 members 
Mstep: Class 8 contains 117281 members 
Mstep: Class 9 contains 12492 members 
Mstep: Class 10 contains 10742 members 
Mstep: Class 11 contains 38351 members 
Mstep: Class 12 contains 16180 members 
Mstep: Class 13 contains 26911 members 
Mstep: Class 14 contains 11131 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6978 members 
Mstep: Class 17 contains 9158 members 
Mstep: Class 18 contains 42672 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5351 members 
Mstep: Class 22 contains 25882 members 
Mstep: Class 23 contains 23448 members 
Mstep: Class 24 contains 117690 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33992 members 
Mstep: Class 32 contains 82901 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6430 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957424.000000 Penalty: 77880.085938
Iteration 292Q: 36 clusters Score -1.089574e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136304 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 36829 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63854 members 
Mstep: Class 7 contains 18369 members 
Mstep: Class 8 contains 117281 members 
Mstep: Class 9 contains 12475 members 
Mstep: Class 10 contains 10734 members 
Mstep: Class 11 contains 38353 members 
Mstep: Class 12 contains 16180 members 
Mstep: Class 13 contains 26912 members 
Mstep: Class 14 contains 11132 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 9153 members 
Mstep: Class 18 contains 42673 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5351 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23450 members 
Mstep: Class 24 contains 117679 members 
Mstep: Class 25 contains 5294 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33992 members 
Mstep: Class 32 contains 82895 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6430 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957504.000000 Penalty: 77880.085938
Iteration 293Q: 36 clusters Score -1.089575e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136302 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 36849 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63874 members 
Mstep: Class 7 contains 18371 members 
Mstep: Class 8 contains 117280 members 
Mstep: Class 9 contains 12466 members 
Mstep: Class 10 contains 10723 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16180 members 
Mstep: Class 13 contains 26911 members 
Mstep: Class 14 contains 11132 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 9152 members 
Mstep: Class 18 contains 42676 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5347 members 
Mstep: Class 22 contains 25891 members 
Mstep: Class 23 contains 23452 members 
Mstep: Class 24 contains 117675 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33992 members 
Mstep: Class 32 contains 82891 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6429 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957520.000000 Penalty: 77880.085938
Iteration 294Q: 36 clusters Score -1.089575e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136294 members 
Mstep: Class 3 contains 5306 members 
Mstep: Class 4 contains 36868 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63898 members 
Mstep: Class 7 contains 18370 members 
Mstep: Class 8 contains 117279 members 
Mstep: Class 9 contains 12461 members 
Mstep: Class 10 contains 10714 members 
Mstep: Class 11 contains 38348 members 
Mstep: Class 12 contains 16180 members 
Mstep: Class 13 contains 26909 members 
Mstep: Class 14 contains 11130 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 42676 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5345 members 
Mstep: Class 22 contains 25891 members 
Mstep: Class 23 contains 23454 members 
Mstep: Class 24 contains 117675 members 
Mstep: Class 25 contains 5279 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33991 members 
Mstep: Class 32 contains 82890 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 6430 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957432.000000 Penalty: 77880.085938
Iteration 295Q: 36 clusters Score -1.089574e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136291 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 36878 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63922 members 
Mstep: Class 7 contains 18370 members 
Mstep: Class 8 contains 117278 members 
Mstep: Class 9 contains 12454 members 
Mstep: Class 10 contains 10709 members 
Mstep: Class 11 contains 38345 members 
Mstep: Class 12 contains 16179 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11125 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 9145 members 
Mstep: Class 18 contains 42677 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5344 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23456 members 
Mstep: Class 24 contains 117675 members 
Mstep: Class 25 contains 5275 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33990 members 
Mstep: Class 32 contains 82887 members 
Mstep: Class 33 contains 3557 members 
Mstep: Class 34 contains 6430 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957448.000000 Penalty: 77880.085938
Iteration 296Q: 36 clusters Score -1.089574e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136287 members 
Mstep: Class 3 contains 5306 members 
Mstep: Class 4 contains 36887 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63945 members 
Mstep: Class 7 contains 18370 members 
Mstep: Class 8 contains 117277 members 
Mstep: Class 9 contains 12442 members 
Mstep: Class 10 contains 10702 members 
Mstep: Class 11 contains 38347 members 
Mstep: Class 12 contains 16179 members 
Mstep: Class 13 contains 26911 members 
Mstep: Class 14 contains 11118 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 9144 members 
Mstep: Class 18 contains 42680 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5344 members 
Mstep: Class 22 contains 25894 members 
Mstep: Class 23 contains 23457 members 
Mstep: Class 24 contains 117672 members 
Mstep: Class 25 contains 5272 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33987 members 
Mstep: Class 32 contains 82884 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6429 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957376.000000 Penalty: 77880.085938
Iteration 297Q: 36 clusters Score -1.089574e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136283 members 
Mstep: Class 3 contains 5306 members 
Mstep: Class 4 contains 36894 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63957 members 
Mstep: Class 7 contains 18370 members 
Mstep: Class 8 contains 117281 members 
Mstep: Class 9 contains 12432 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 38347 members 
Mstep: Class 12 contains 16178 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11119 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 9144 members 
Mstep: Class 18 contains 42683 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5343 members 
Mstep: Class 22 contains 25896 members 
Mstep: Class 23 contains 23458 members 
Mstep: Class 24 contains 117671 members 
Mstep: Class 25 contains 5272 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33985 members 
Mstep: Class 32 contains 82884 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6429 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957384.000000 Penalty: 77880.085938
Iteration 298Q: 36 clusters Score -1.089574e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136276 members 
Mstep: Class 3 contains 5306 members 
Mstep: Class 4 contains 36910 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 63979 members 
Mstep: Class 7 contains 18370 members 
Mstep: Class 8 contains 117281 members 
Mstep: Class 9 contains 12419 members 
Mstep: Class 10 contains 10686 members 
Mstep: Class 11 contains 38349 members 
Mstep: Class 12 contains 16176 members 
Mstep: Class 13 contains 26909 members 
Mstep: Class 14 contains 11124 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 9140 members 
Mstep: Class 18 contains 42688 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5341 members 
Mstep: Class 22 contains 25897 members 
Mstep: Class 23 contains 23458 members 
Mstep: Class 24 contains 117666 members 
Mstep: Class 25 contains 5268 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4123 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33981 members 
Mstep: Class 32 contains 82882 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6429 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957320.000000 Penalty: 77880.085938
Iteration 299Q: 36 clusters Score -1.089573e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136272 members 
Mstep: Class 3 contains 5306 members 
Mstep: Class 4 contains 36926 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64006 members 
Mstep: Class 7 contains 18371 members 
Mstep: Class 8 contains 117279 members 
Mstep: Class 9 contains 12403 members 
Mstep: Class 10 contains 10682 members 
Mstep: Class 11 contains 38351 members 
Mstep: Class 12 contains 16177 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11123 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 9137 members 
Mstep: Class 18 contains 42688 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5340 members 
Mstep: Class 22 contains 25894 members 
Mstep: Class 23 contains 23458 members 
Mstep: Class 24 contains 117661 members 
Mstep: Class 25 contains 5265 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33975 members 
Mstep: Class 32 contains 82880 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6430 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957408.000000 Penalty: 77880.085938
Iteration 300F: 36 clusters Score -1.089574e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136268 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 36937 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64024 members 
Mstep: Class 7 contains 18371 members 
Mstep: Class 8 contains 117280 members 
Mstep: Class 9 contains 12392 members 
Mstep: Class 10 contains 10676 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16177 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11121 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 9139 members 
Mstep: Class 18 contains 42691 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5340 members 
Mstep: Class 22 contains 25895 members 
Mstep: Class 23 contains 23458 members 
Mstep: Class 24 contains 117655 members 
Mstep: Class 25 contains 5266 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33970 members 
Mstep: Class 32 contains 82876 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6431 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957456.000000 Penalty: 77880.085938
Iteration 301Q: 36 clusters Score -1.089575e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136263 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 36949 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64048 members 
Mstep: Class 7 contains 18372 members 
Mstep: Class 8 contains 117277 members 
Mstep: Class 9 contains 12377 members 
Mstep: Class 10 contains 10667 members 
Mstep: Class 11 contains 38349 members 
Mstep: Class 12 contains 16177 members 
Mstep: Class 13 contains 26911 members 
Mstep: Class 14 contains 11118 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 42694 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5341 members 
Mstep: Class 22 contains 25897 members 
Mstep: Class 23 contains 23458 members 
Mstep: Class 24 contains 117657 members 
Mstep: Class 25 contains 5265 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4122 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33965 members 
Mstep: Class 32 contains 82875 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957392.000000 Penalty: 77880.085938
Iteration 302Q: 36 clusters Score -1.089574e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136257 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 36965 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64079 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 117276 members 
Mstep: Class 9 contains 12366 members 
Mstep: Class 10 contains 10661 members 
Mstep: Class 11 contains 38348 members 
Mstep: Class 12 contains 16176 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11115 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 42694 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5340 members 
Mstep: Class 22 contains 25893 members 
Mstep: Class 23 contains 23458 members 
Mstep: Class 24 contains 117655 members 
Mstep: Class 25 contains 5264 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4122 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33959 members 
Mstep: Class 32 contains 82874 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957440.000000 Penalty: 77880.085938
Iteration 303Q: 36 clusters Score -1.089574e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136254 members 
Mstep: Class 3 contains 5306 members 
Mstep: Class 4 contains 36974 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64108 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 117273 members 
Mstep: Class 9 contains 12351 members 
Mstep: Class 10 contains 10656 members 
Mstep: Class 11 contains 38345 members 
Mstep: Class 12 contains 16176 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11113 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 9135 members 
Mstep: Class 18 contains 42697 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5338 members 
Mstep: Class 22 contains 25891 members 
Mstep: Class 23 contains 23458 members 
Mstep: Class 24 contains 117653 members 
Mstep: Class 25 contains 5265 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4122 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33956 members 
Mstep: Class 32 contains 82874 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957456.000000 Penalty: 77880.085938
Iteration 304Q: 36 clusters Score -1.089575e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136253 members 
Mstep: Class 3 contains 5306 members 
Mstep: Class 4 contains 36981 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64128 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 117267 members 
Mstep: Class 9 contains 12342 members 
Mstep: Class 10 contains 10657 members 
Mstep: Class 11 contains 38345 members 
Mstep: Class 12 contains 16176 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 11113 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 9135 members 
Mstep: Class 18 contains 42698 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 25887 members 
Mstep: Class 23 contains 23459 members 
Mstep: Class 24 contains 117649 members 
Mstep: Class 25 contains 5263 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4122 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33951 members 
Mstep: Class 32 contains 82874 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957392.000000 Penalty: 77880.085938
Iteration 305Q: 36 clusters Score -1.089574e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136249 members 
Mstep: Class 3 contains 5306 members 
Mstep: Class 4 contains 36987 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64144 members 
Mstep: Class 7 contains 18374 members 
Mstep: Class 8 contains 117259 members 
Mstep: Class 9 contains 12330 members 
Mstep: Class 10 contains 10653 members 
Mstep: Class 11 contains 38347 members 
Mstep: Class 12 contains 16176 members 
Mstep: Class 13 contains 26912 members 
Mstep: Class 14 contains 11113 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 9133 members 
Mstep: Class 18 contains 42701 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5338 members 
Mstep: Class 22 contains 25891 members 
Mstep: Class 23 contains 23461 members 
Mstep: Class 24 contains 117648 members 
Mstep: Class 25 contains 5262 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4123 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33948 members 
Mstep: Class 32 contains 82873 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957480.000000 Penalty: 77880.085938
Iteration 306Q: 36 clusters Score -1.089575e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136248 members 
Mstep: Class 3 contains 5306 members 
Mstep: Class 4 contains 36990 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64164 members 
Mstep: Class 7 contains 18377 members 
Mstep: Class 8 contains 117256 members 
Mstep: Class 9 contains 12320 members 
Mstep: Class 10 contains 10650 members 
Mstep: Class 11 contains 38349 members 
Mstep: Class 12 contains 16176 members 
Mstep: Class 13 contains 26914 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9133 members 
Mstep: Class 18 contains 42704 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 25889 members 
Mstep: Class 23 contains 23465 members 
Mstep: Class 24 contains 117643 members 
Mstep: Class 25 contains 5260 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 82871 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957504.000000 Penalty: 77880.085938
Iteration 307Q: 36 clusters Score -1.089575e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136247 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 36993 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64172 members 
Mstep: Class 7 contains 18377 members 
Mstep: Class 8 contains 117253 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 10647 members 
Mstep: Class 11 contains 38352 members 
Mstep: Class 12 contains 16176 members 
Mstep: Class 13 contains 26914 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9133 members 
Mstep: Class 18 contains 42711 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 25884 members 
Mstep: Class 23 contains 23465 members 
Mstep: Class 24 contains 117636 members 
Mstep: Class 25 contains 5260 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33940 members 
Mstep: Class 32 contains 82873 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957512.000000 Penalty: 77880.085938
Iteration 308Q: 36 clusters Score -1.089575e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136243 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 37000 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64181 members 
Mstep: Class 7 contains 18377 members 
Mstep: Class 8 contains 117251 members 
Mstep: Class 9 contains 12315 members 
Mstep: Class 10 contains 10642 members 
Mstep: Class 11 contains 38352 members 
Mstep: Class 12 contains 16176 members 
Mstep: Class 13 contains 26915 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42713 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5339 members 
Mstep: Class 22 contains 25885 members 
Mstep: Class 23 contains 23466 members 
Mstep: Class 24 contains 117633 members 
Mstep: Class 25 contains 5256 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33942 members 
Mstep: Class 32 contains 82867 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957376.000000 Penalty: 77880.085938
Iteration 309Q: 36 clusters Score -1.089574e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136241 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 37005 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64193 members 
Mstep: Class 7 contains 18377 members 
Mstep: Class 8 contains 117254 members 
Mstep: Class 9 contains 12311 members 
Mstep: Class 10 contains 10636 members 
Mstep: Class 11 contains 38351 members 
Mstep: Class 12 contains 16176 members 
Mstep: Class 13 contains 26916 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42721 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5338 members 
Mstep: Class 22 contains 25886 members 
Mstep: Class 23 contains 23467 members 
Mstep: Class 24 contains 117623 members 
Mstep: Class 25 contains 5255 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33942 members 
Mstep: Class 32 contains 82860 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957384.000000 Penalty: 77880.085938
Iteration 310Q: 36 clusters Score -1.089574e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136239 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 37016 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64204 members 
Mstep: Class 7 contains 18378 members 
Mstep: Class 8 contains 117251 members 
Mstep: Class 9 contains 12310 members 
Mstep: Class 10 contains 10628 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16175 members 
Mstep: Class 13 contains 26916 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42729 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5338 members 
Mstep: Class 22 contains 25886 members 
Mstep: Class 23 contains 23467 members 
Mstep: Class 24 contains 117619 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33938 members 
Mstep: Class 32 contains 82856 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957384.000000 Penalty: 77880.085938
Iteration 311Q: 36 clusters Score -1.089574e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 136233 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 37019 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64213 members 
Mstep: Class 7 contains 18378 members 
Mstep: Class 8 contains 117248 members 
Mstep: Class 9 contains 12311 members 
Mstep: Class 10 contains 10624 members 
Mstep: Class 11 contains 38349 members 
Mstep: Class 12 contains 16175 members 
Mstep: Class 13 contains 26917 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42736 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5338 members 
Mstep: Class 22 contains 25884 members 
Mstep: Class 23 contains 23467 members 
Mstep: Class 24 contains 117615 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 82851 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957360.000000 Penalty: 77880.085938
Iteration 312Q: 36 clusters Score -1.089574e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136229 members 
Mstep: Class 3 contains 5311 members 
Mstep: Class 4 contains 37019 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64224 members 
Mstep: Class 7 contains 18378 members 
Mstep: Class 8 contains 117246 members 
Mstep: Class 9 contains 12303 members 
Mstep: Class 10 contains 10625 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16174 members 
Mstep: Class 13 contains 26917 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42741 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5338 members 
Mstep: Class 22 contains 25883 members 
Mstep: Class 23 contains 23467 members 
Mstep: Class 24 contains 117609 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33942 members 
Mstep: Class 32 contains 82854 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957344.000000 Penalty: 77880.085938
Iteration 313Q: 36 clusters Score -1.089573e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136226 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 37021 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64238 members 
Mstep: Class 7 contains 18378 members 
Mstep: Class 8 contains 117242 members 
Mstep: Class 9 contains 12303 members 
Mstep: Class 10 contains 10624 members 
Mstep: Class 11 contains 38351 members 
Mstep: Class 12 contains 16173 members 
Mstep: Class 13 contains 26919 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42745 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5338 members 
Mstep: Class 22 contains 25882 members 
Mstep: Class 23 contains 23467 members 
Mstep: Class 24 contains 117599 members 
Mstep: Class 25 contains 5249 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33943 members 
Mstep: Class 32 contains 82853 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957304.000000 Penalty: 77880.085938
Iteration 314Q: 36 clusters Score -1.089573e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136220 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 37020 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64254 members 
Mstep: Class 7 contains 18380 members 
Mstep: Class 8 contains 117238 members 
Mstep: Class 9 contains 12297 members 
Mstep: Class 10 contains 10624 members 
Mstep: Class 11 contains 38352 members 
Mstep: Class 12 contains 16172 members 
Mstep: Class 13 contains 26919 members 
Mstep: Class 14 contains 11111 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9135 members 
Mstep: Class 18 contains 42756 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5337 members 
Mstep: Class 22 contains 25883 members 
Mstep: Class 23 contains 23468 members 
Mstep: Class 24 contains 117587 members 
Mstep: Class 25 contains 5249 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33943 members 
Mstep: Class 32 contains 82850 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957416.000000 Penalty: 77880.085938
Iteration 315Q: 36 clusters Score -1.089574e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136221 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 37020 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64260 members 
Mstep: Class 7 contains 18379 members 
Mstep: Class 8 contains 117236 members 
Mstep: Class 9 contains 12292 members 
Mstep: Class 10 contains 10623 members 
Mstep: Class 11 contains 38353 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26918 members 
Mstep: Class 14 contains 11111 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 42764 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25882 members 
Mstep: Class 23 contains 23468 members 
Mstep: Class 24 contains 117581 members 
Mstep: Class 25 contains 5249 members 
Mstep: Class 27 contains 4529 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33942 members 
Mstep: Class 32 contains 82852 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957400.000000 Penalty: 77880.085938
Iteration 316Q: 36 clusters Score -1.089574e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136225 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 37020 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64267 members 
Mstep: Class 7 contains 18378 members 
Mstep: Class 8 contains 117233 members 
Mstep: Class 9 contains 12286 members 
Mstep: Class 10 contains 10623 members 
Mstep: Class 11 contains 38351 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26917 members 
Mstep: Class 14 contains 11111 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 42772 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25884 members 
Mstep: Class 23 contains 23468 members 
Mstep: Class 24 contains 117574 members 
Mstep: Class 25 contains 5248 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33942 members 
Mstep: Class 32 contains 82851 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957368.000000 Penalty: 77880.085938
Iteration 317Q: 36 clusters Score -1.089574e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136225 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 37022 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64275 members 
Mstep: Class 7 contains 18378 members 
Mstep: Class 8 contains 117228 members 
Mstep: Class 9 contains 12276 members 
Mstep: Class 10 contains 10622 members 
Mstep: Class 11 contains 38349 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26917 members 
Mstep: Class 14 contains 11111 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9137 members 
Mstep: Class 18 contains 42777 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25886 members 
Mstep: Class 23 contains 23468 members 
Mstep: Class 24 contains 117575 members 
Mstep: Class 25 contains 5247 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 82852 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957352.000000 Penalty: 77880.085938
Iteration 318Q: 36 clusters Score -1.089574e+08 nChanged 33
Entering ConstructFrom: 
Score: -108957352.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (4035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Entering Unmasked Estep 
Score: -509786.000000 Penalty: 1349.198853
	Iteration 0F: 2 clusters Score -509786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -506440.031250 Penalty: 2698.397705
	Iteration 0F: 3 clusters Score -506440 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -507257.718750 Penalty: 2698.397705
	Iteration 1F: 3 clusters Score -507257.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -507426.468750 Penalty: 2698.397705
	Iteration 2F: 3 clusters Score -507426.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -507538.406250 Penalty: 2698.397705
	Iteration 3F: 3 clusters Score -507538.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -507620.312500 Penalty: 2698.397705
	Iteration 4Q: 3 clusters Score -507620.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -507671.031250 Penalty: 2698.397705
	Iteration 5Q: 3 clusters Score -507671 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -507700.343750 Penalty: 2698.397705
	Iteration 6Q: 3 clusters Score -507700.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -507723.062500 Penalty: 2698.397705
	Iteration 7Q: 3 clusters Score -507723.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -507742.531250 Penalty: 2698.397705
	Iteration 8Q: 3 clusters Score -507742.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -507755.656250 Penalty: 2698.397705
	Iteration 9Q: 3 clusters Score -507755.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -507772.062500 Penalty: 2698.397705
	Iteration 10Q: 3 clusters Score -507772.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -507788.718750 Penalty: 2698.397705
	Iteration 11Q: 3 clusters Score -507788.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -507808.906250 Penalty: 2698.397705
	Iteration 12Q: 3 clusters Score -507808.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -507828.468750 Penalty: 2698.397705
	Iteration 13Q: 3 clusters Score -507828.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -507843.437500 Penalty: 2698.397705
	Iteration 14Q: 3 clusters Score -507843.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -507858.031250 Penalty: 2698.397705
	Iteration 15Q: 3 clusters Score -507858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -507877.437500 Penalty: 2698.397705
	Iteration 16Q: 3 clusters Score -507877.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -507889.031250 Penalty: 2698.397705
	Iteration 17Q: 3 clusters Score -507889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -507900.843750 Penalty: 2698.397705
	Iteration 18Q: 3 clusters Score -507900.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -507912.906250 Penalty: 2698.397705
	Iteration 19Q: 3 clusters Score -507912.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -507931.125000 Penalty: 2698.397705
	Iteration 20F: 3 clusters Score -507931.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -507949.343750 Penalty: 2698.397705
	Iteration 21Q: 3 clusters Score -507949.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -507970.062500 Penalty: 2698.397705
	Iteration 22Q: 3 clusters Score -507970.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -507990.406250 Penalty: 2698.397705
	Iteration 23Q: 3 clusters Score -507990.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -508011.781250 Penalty: 2698.397705
	Iteration 24Q: 3 clusters Score -508011.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -508029.062500 Penalty: 2698.397705
	Iteration 25Q: 3 clusters Score -508029.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -508040.031250 Penalty: 2698.397705
	Iteration 26Q: 3 clusters Score -508040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -508051.437500 Penalty: 2698.397705
	Iteration 27Q: 3 clusters Score -508051.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -508063.406250 Penalty: 2698.397705
	Iteration 28Q: 3 clusters Score -508063.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -508077.437500 Penalty: 2698.397705
	Iteration 29Q: 3 clusters Score -508077.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -508092.875000 Penalty: 2698.397705
	Iteration 30Q: 3 clusters Score -508092.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -508109.531250 Penalty: 2698.397705
	Iteration 31Q: 3 clusters Score -508109.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -508128.281250 Penalty: 2698.397705
	Iteration 32Q: 3 clusters Score -508128.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -508149.625000 Penalty: 2698.397705
	Iteration 33Q: 3 clusters Score -508149.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -508179.625000 Penalty: 2698.397705
	Iteration 34Q: 3 clusters Score -508179.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -508225.156250 Penalty: 2698.397705
	Iteration 35Q: 3 clusters Score -508225.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -508269.375000 Penalty: 2698.397705
	Iteration 36Q: 3 clusters Score -508269.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -508305.500000 Penalty: 2698.397705
	Iteration 37Q: 3 clusters Score -508305.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -508340.281250 Penalty: 2698.397705
	Iteration 38Q: 3 clusters Score -508340.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -508377.000000 Penalty: 2698.397705
	Iteration 39Q: 3 clusters Score -508377 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -508409.312500 Penalty: 2698.397705
	Iteration 40F: 3 clusters Score -508409.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -508437.593750 Penalty: 2698.397705
	Iteration 41Q: 3 clusters Score -508437.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -508469.250000 Penalty: 2698.397705
	Iteration 42Q: 3 clusters Score -508469.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -508496.468750 Penalty: 2698.397705
	Iteration 43Q: 3 clusters Score -508496.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -508523.625000 Penalty: 2698.397705
	Iteration 44Q: 3 clusters Score -508523.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -508554.062500 Penalty: 2698.397705
	Iteration 45Q: 3 clusters Score -508554.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -508577.500000 Penalty: 2698.397705
	Iteration 46Q: 3 clusters Score -508577.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -508603.875000 Penalty: 2698.397705
	Iteration 47Q: 3 clusters Score -508603.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -508624.718750 Penalty: 2698.397705
	Iteration 48Q: 3 clusters Score -508624.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -508642.125000 Penalty: 2698.397705
	Iteration 49Q: 3 clusters Score -508642.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -508654.281250 Penalty: 2698.397705
	Iteration 50Q: 3 clusters Score -508654.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -508658.125000 Penalty: 2698.397705
	Iteration 51Q: 3 clusters Score -508658.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -508660.781250 Penalty: 2698.397705
	Iteration 52Q: 3 clusters Score -508660.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -508662.187500 Penalty: 2698.397705
	Iteration 53Q: 3 clusters Score -508662.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -508663.531250 Penalty: 2698.397705
	Iteration 54Q: 3 clusters Score -508663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -508666.500000 Penalty: 2698.397705
	Iteration 55Q: 3 clusters Score -508666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -508667.531250 Penalty: 2698.397705
	Iteration 56Q: 3 clusters Score -508667.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -508667.843750 Penalty: 2698.397705
	Iteration 57Q: 3 clusters Score -508667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -508669.125000 Penalty: 2698.397705
	Iteration 58Q: 3 clusters Score -508669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -508670.500000 Penalty: 2698.397705
	Iteration 59Q: 3 clusters Score -508670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -508671.375000 Penalty: 2698.397705
	Iteration 60F: 3 clusters Score -508671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -508672.250000 Penalty: 2698.397705
	Iteration 61Q: 3 clusters Score -508672.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -508672.250000 Penalty: 2698.397705
	Iteration 62F: 3 clusters Score -508672.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (136224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136224 members 
Entering Unmasked Estep 
Score: -17294386.000000 Penalty: 1921.084106
	Iteration 0F: 2 clusters Score -1.729439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -17212674.000000 Penalty: 3842.168213
	Iteration 0F: 3 clusters Score -1.721267e+07 nChanged 65788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 70295 members 
Entering Unmasked Estep 
Score: -17251438.000000 Penalty: 3842.168213
	Iteration 1F: 3 clusters Score -1.725144e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64437 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -17252538.000000 Penalty: 3842.168213
	Iteration 2Q: 3 clusters Score -1.725254e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 74079 members 
Entering Unmasked Estep 
Score: -17254318.000000 Penalty: 3842.168213
	Iteration 3Q: 3 clusters Score -1.725432e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
Score: -17257318.000000 Penalty: 3842.168213
	Iteration 4Q: 3 clusters Score -1.725732e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 81932 members 
Entering Unmasked Estep 
Score: -17261342.000000 Penalty: 3842.168213
	Iteration 5F: 3 clusters Score -1.726134e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 87521 members 
Entering Unmasked Estep 
Score: -17266648.000000 Penalty: 3842.168213
	Iteration 6F: 3 clusters Score -1.726665e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 93320 members 
Entering Unmasked Estep 
Score: -17272968.000000 Penalty: 3842.168213
	Iteration 7F: 3 clusters Score -1.727297e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 98280 members 
Entering Unmasked Estep 
Score: -17279268.000000 Penalty: 3842.168213
	Iteration 8F: 3 clusters Score -1.727927e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 101722 members 
Entering Unmasked Estep 
Score: -17284064.000000 Penalty: 3842.168213
	Iteration 9Q: 3 clusters Score -1.728406e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 103907 members 
Entering Unmasked Estep 
Score: -17286660.000000 Penalty: 3842.168213
	Iteration 10Q: 3 clusters Score -1.728666e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 105658 members 
Entering Unmasked Estep 
Score: -17288080.000000 Penalty: 3842.168213
	Iteration 11Q: 3 clusters Score -1.728808e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 107342 members 
Entering Unmasked Estep 
Score: -17288884.000000 Penalty: 3842.168213
	Iteration 12Q: 3 clusters Score -1.728888e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 109038 members 
Entering Unmasked Estep 
Score: -17289610.000000 Penalty: 3842.168213
	Iteration 13Q: 3 clusters Score -1.728961e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 110772 members 
Entering Unmasked Estep 
Score: -17290734.000000 Penalty: 3842.168213
	Iteration 14Q: 3 clusters Score -1.729073e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 112611 members 
Entering Unmasked Estep 
Score: -17291778.000000 Penalty: 3842.168213
	Iteration 15Q: 3 clusters Score -1.729178e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 114592 members 
Entering Unmasked Estep 
Score: -17292774.000000 Penalty: 3842.168213
	Iteration 16Q: 3 clusters Score -1.729277e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 116824 members 
Entering Unmasked Estep 
Score: -17293472.000000 Penalty: 3842.168213
	Iteration 17Q: 3 clusters Score -1.729347e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 119253 members 
Entering Unmasked Estep 
Score: -17293896.000000 Penalty: 3842.168213
	Iteration 18Q: 3 clusters Score -1.72939e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 121673 members 
Entering Unmasked Estep 
Score: -17294162.000000 Penalty: 3842.168213
	Iteration 19Q: 3 clusters Score -1.729416e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 123964 members 
Entering Unmasked Estep 
Score: -17294112.000000 Penalty: 3842.168213
	Iteration 20F: 3 clusters Score -1.729411e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 126097 members 
Entering Unmasked Estep 
Score: -17294030.000000 Penalty: 3842.168213
	Iteration 21Q: 3 clusters Score -1.729403e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 127861 members 
Entering Unmasked Estep 
Score: -17294126.000000 Penalty: 3842.168213
	Iteration 22Q: 3 clusters Score -1.729413e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 129359 members 
Entering Unmasked Estep 
Score: -17294052.000000 Penalty: 3842.168213
	Iteration 23Q: 3 clusters Score -1.729405e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 130638 members 
Entering Unmasked Estep 
Score: -17293918.000000 Penalty: 3842.168213
	Iteration 24Q: 3 clusters Score -1.729392e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 131700 members 
Entering Unmasked Estep 
Score: -17293646.000000 Penalty: 3842.168213
	Iteration 25Q: 3 clusters Score -1.729365e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 132577 members 
Entering Unmasked Estep 
Score: -17293532.000000 Penalty: 3842.168213
	Iteration 26Q: 3 clusters Score -1.729353e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 133308 members 
Entering Unmasked Estep 
Score: -17293460.000000 Penalty: 3842.168213
	Iteration 27Q: 3 clusters Score -1.729346e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 133887 members 
Entering Unmasked Estep 
Score: -17293374.000000 Penalty: 3842.168213
	Iteration 28Q: 3 clusters Score -1.729337e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 134374 members 
Entering Unmasked Estep 
Score: -17293192.000000 Penalty: 3842.168213
	Iteration 29Q: 3 clusters Score -1.729319e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 134757 members 
Entering Unmasked Estep 
Score: -17293096.000000 Penalty: 3842.168213
	Iteration 30Q: 3 clusters Score -1.72931e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 135049 members 
Entering Unmasked Estep 
Score: -17293098.000000 Penalty: 3842.168213
	Iteration 31Q: 3 clusters Score -1.72931e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 135270 members 
Entering Unmasked Estep 
Score: -17293038.000000 Penalty: 3842.168213
	Iteration 32Q: 3 clusters Score -1.729304e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 135431 members 
Entering Unmasked Estep 
Score: -17293050.000000 Penalty: 3842.168213
	Iteration 33Q: 3 clusters Score -1.729305e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 135544 members 
Entering Unmasked Estep 
Score: -17293028.000000 Penalty: 3842.168213
	Iteration 34Q: 3 clusters Score -1.729303e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 135613 members 
Entering Unmasked Estep 
Score: -17293018.000000 Penalty: 3842.168213
	Iteration 35Q: 3 clusters Score -1.729302e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 135672 members 
Entering Unmasked Estep 
Score: -17293004.000000 Penalty: 3842.168213
	Iteration 36Q: 3 clusters Score -1.7293e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 135725 members 
Entering Unmasked Estep 
Score: -17293012.000000 Penalty: 3842.168213
	Iteration 37Q: 3 clusters Score -1.729301e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 135764 members 
Entering Unmasked Estep 
Score: -17293024.000000 Penalty: 3842.168213
	Iteration 38Q: 3 clusters Score -1.729302e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 135786 members 
Entering Unmasked Estep 
Score: -17293006.000000 Penalty: 3842.168213
	Iteration 39Q: 3 clusters Score -1.729301e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 135799 members 
Entering Unmasked Estep 
Score: -17293006.000000 Penalty: 3842.168213
	Iteration 40F: 3 clusters Score -1.729301e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 135814 members 
Entering Unmasked Estep 
Score: -17293022.000000 Penalty: 3842.168213
	Iteration 41Q: 3 clusters Score -1.729302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 135831 members 
Entering Unmasked Estep 
Score: -17293030.000000 Penalty: 3842.168213
	Iteration 42Q: 3 clusters Score -1.729303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 135839 members 
Entering Unmasked Estep 
Score: -17293014.000000 Penalty: 3842.168213
	Iteration 43Q: 3 clusters Score -1.729301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 135846 members 
Entering Unmasked Estep 
Score: -17293018.000000 Penalty: 3842.168213
	Iteration 44Q: 3 clusters Score -1.729302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 135854 members 
Entering Unmasked Estep 
Score: -17293028.000000 Penalty: 3842.168213
	Iteration 45Q: 3 clusters Score -1.729303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 135859 members 
Entering Unmasked Estep 
Score: -17293010.000000 Penalty: 3842.168213
	Iteration 46Q: 3 clusters Score -1.729301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 135861 members 
Entering Unmasked Estep 
Score: -17293004.000000 Penalty: 3842.168213
	Iteration 47Q: 3 clusters Score -1.7293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 135863 members 
Entering Unmasked Estep 
Score: -17293006.000000 Penalty: 3842.168213
	Iteration 48Q: 3 clusters Score -1.729301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 135865 members 
Entering Unmasked Estep 
Score: -17293002.000000 Penalty: 3842.168213
	Iteration 49Q: 3 clusters Score -1.7293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 135866 members 
Entering Unmasked Estep 
Score: -17293010.000000 Penalty: 3842.168213
	Iteration 50Q: 3 clusters Score -1.729301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 135866 members 
Entering Unmasked Estep 
Score: -17293010.000000 Penalty: 3842.168213
	Iteration 51F: 3 clusters Score -1.729301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Entering Unmasked Estep 
Score: -576457.000000 Penalty: 1393.818848
	Iteration 0F: 2 clusters Score -576457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -572260.187500 Penalty: 2787.637695
	Iteration 0F: 3 clusters Score -572260.2 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -573664.625000 Penalty: 2787.637695
	Iteration 1F: 3 clusters Score -573664.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -574228.687500 Penalty: 2787.637695
	Iteration 2F: 3 clusters Score -574228.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -574716.375000 Penalty: 2787.637695
	Iteration 3F: 3 clusters Score -574716.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -575087.062500 Penalty: 2787.637695
	Iteration 4F: 3 clusters Score -575087.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -575361.312500 Penalty: 2787.637695
	Iteration 5F: 3 clusters Score -575361.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -575557.500000 Penalty: 2787.637695
	Iteration 6Q: 3 clusters Score -575557.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -575684.687500 Penalty: 2787.637695
	Iteration 7Q: 3 clusters Score -575684.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -575777.125000 Penalty: 2787.637695
	Iteration 8Q: 3 clusters Score -575777.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -575852.750000 Penalty: 2787.637695
	Iteration 9Q: 3 clusters Score -575852.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -575917.187500 Penalty: 2787.637695
	Iteration 10Q: 3 clusters Score -575917.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -575971.812500 Penalty: 2787.637695
	Iteration 11Q: 3 clusters Score -575971.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -576018.250000 Penalty: 2787.637695
	Iteration 12Q: 3 clusters Score -576018.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -576045.875000 Penalty: 2787.637695
	Iteration 13Q: 3 clusters Score -576045.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -576063.875000 Penalty: 2787.637695
	Iteration 14Q: 3 clusters Score -576063.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -576075.562500 Penalty: 2787.637695
	Iteration 15Q: 3 clusters Score -576075.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -576086.000000 Penalty: 2787.637695
	Iteration 16Q: 3 clusters Score -576086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -576093.000000 Penalty: 2787.637695
	Iteration 17Q: 3 clusters Score -576093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -576099.625000 Penalty: 2787.637695
	Iteration 18Q: 3 clusters Score -576099.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -576103.187500 Penalty: 2787.637695
	Iteration 19Q: 3 clusters Score -576103.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -576106.625000 Penalty: 2787.637695
	Iteration 20F: 3 clusters Score -576106.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -576108.500000 Penalty: 2787.637695
	Iteration 21Q: 3 clusters Score -576108.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -576110.250000 Penalty: 2787.637695
	Iteration 22Q: 3 clusters Score -576110.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -576110.562500 Penalty: 2787.637695
	Iteration 23Q: 3 clusters Score -576110.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -576111.250000 Penalty: 2787.637695
	Iteration 24Q: 3 clusters Score -576111.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -576112.375000 Penalty: 2787.637695
	Iteration 25Q: 3 clusters Score -576112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -576113.062500 Penalty: 2787.637695
	Iteration 26Q: 3 clusters Score -576113.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -576113.875000 Penalty: 2787.637695
	Iteration 27Q: 3 clusters Score -576113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -576114.125000 Penalty: 2787.637695
	Iteration 28Q: 3 clusters Score -576114.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -576114.937500 Penalty: 2787.637695
	Iteration 29Q: 3 clusters Score -576114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -576116.375000 Penalty: 2787.637695
	Iteration 30Q: 3 clusters Score -576116.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -576116.687500 Penalty: 2787.637695
	Iteration 31Q: 3 clusters Score -576116.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -576118.125000 Penalty: 2787.637695
	Iteration 32Q: 3 clusters Score -576118.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -576118.062500 Penalty: 2787.637695
	Iteration 33Q: 3 clusters Score -576118.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -576119.500000 Penalty: 2787.637695
	Iteration 34Q: 3 clusters Score -576119.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -576118.875000 Penalty: 2787.637695
	Iteration 35Q: 3 clusters Score -576118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -576118.875000 Penalty: 2787.637695
	Iteration 36F: 3 clusters Score -576118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Entering Unmasked Estep 
Score: -4410422.500000 Penalty: 1709.385376
	Iteration 0F: 2 clusters Score -4410422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -4385419.000000 Penalty: 3418.770752
	Iteration 0F: 3 clusters Score -4385419 nChanged 17255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -4395373.000000 Penalty: 3418.770752
	Iteration 1F: 3 clusters Score -4395373 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -4396117.500000 Penalty: 3418.770752
	Iteration 2F: 3 clusters Score -4396118 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -4396847.500000 Penalty: 3418.770752
	Iteration 3F: 3 clusters Score -4396848 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -4397754.000000 Penalty: 3418.770752
	Iteration 4Q: 3 clusters Score -4397754 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -4398770.000000 Penalty: 3418.770752
	Iteration 5F: 3 clusters Score -4398770 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -4400011.500000 Penalty: 3418.770752
	Iteration 6F: 3 clusters Score -4400012 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -4401341.000000 Penalty: 3418.770752
	Iteration 7F: 3 clusters Score -4401341 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -4402564.000000 Penalty: 3418.770752
	Iteration 8F: 3 clusters Score -4402564 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -4403370.500000 Penalty: 3418.770752
	Iteration 9Q: 3 clusters Score -4403370 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -4403938.500000 Penalty: 3418.770752
	Iteration 10Q: 3 clusters Score -4403938 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -4404355.000000 Penalty: 3418.770752
	Iteration 11Q: 3 clusters Score -4404355 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -4404703.500000 Penalty: 3418.770752
	Iteration 12Q: 3 clusters Score -4404704 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -4405030.000000 Penalty: 3418.770752
	Iteration 13Q: 3 clusters Score -4405030 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -4405347.000000 Penalty: 3418.770752
	Iteration 14Q: 3 clusters Score -4405347 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -4405668.500000 Penalty: 3418.770752
	Iteration 15Q: 3 clusters Score -4405668 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -4405979.000000 Penalty: 3418.770752
	Iteration 16Q: 3 clusters Score -4405979 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -4406311.000000 Penalty: 3418.770752
	Iteration 17Q: 3 clusters Score -4406311 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -4406647.500000 Penalty: 3418.770752
	Iteration 18Q: 3 clusters Score -4406648 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -4406976.500000 Penalty: 3418.770752
	Iteration 19Q: 3 clusters Score -4406976 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4407269.000000 Penalty: 3418.770752
	Iteration 20F: 3 clusters Score -4407269 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -4407599.500000 Penalty: 3418.770752
	Iteration 21Q: 3 clusters Score -4407600 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4407904.000000 Penalty: 3418.770752
	Iteration 22Q: 3 clusters Score -4407904 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -4408212.500000 Penalty: 3418.770752
	Iteration 23Q: 3 clusters Score -4408212 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -4408466.000000 Penalty: 3418.770752
	Iteration 24Q: 3 clusters Score -4408466 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4408689.500000 Penalty: 3418.770752
	Iteration 25Q: 3 clusters Score -4408690 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -4408867.000000 Penalty: 3418.770752
	Iteration 26Q: 3 clusters Score -4408867 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -4409007.500000 Penalty: 3418.770752
	Iteration 27Q: 3 clusters Score -4409008 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -4409106.000000 Penalty: 3418.770752
	Iteration 28Q: 3 clusters Score -4409106 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -4409160.500000 Penalty: 3418.770752
	Iteration 29Q: 3 clusters Score -4409160 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -4409205.500000 Penalty: 3418.770752
	Iteration 30Q: 3 clusters Score -4409206 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -4409233.000000 Penalty: 3418.770752
	Iteration 31Q: 3 clusters Score -4409233 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4409266.500000 Penalty: 3418.770752
	Iteration 32Q: 3 clusters Score -4409266 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -4409292.500000 Penalty: 3418.770752
	Iteration 33Q: 3 clusters Score -4409292 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4409317.000000 Penalty: 3418.770752
	Iteration 34Q: 3 clusters Score -4409317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4409332.500000 Penalty: 3418.770752
	Iteration 35Q: 3 clusters Score -4409332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -4409348.500000 Penalty: 3418.770752
	Iteration 36Q: 3 clusters Score -4409348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -4409360.000000 Penalty: 3418.770752
	Iteration 37Q: 3 clusters Score -4409360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -4409358.500000 Penalty: 3418.770752
	Iteration 38Q: 3 clusters Score -4409358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -4409373.000000 Penalty: 3418.770752
	Iteration 39Q: 3 clusters Score -4409373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -4409384.000000 Penalty: 3418.770752
	Iteration 40F: 3 clusters Score -4409384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -4409382.000000 Penalty: 3418.770752
	Iteration 41Q: 3 clusters Score -4409382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4409393.500000 Penalty: 3418.770752
	Iteration 42Q: 3 clusters Score -4409394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4409400.000000 Penalty: 3418.770752
	Iteration 43Q: 3 clusters Score -4409400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -4409406.500000 Penalty: 3418.770752
	Iteration 44Q: 3 clusters Score -4409406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -4409408.500000 Penalty: 3418.770752
	Iteration 45Q: 3 clusters Score -4409408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -4409415.500000 Penalty: 3418.770752
	Iteration 46Q: 3 clusters Score -4409416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -4409412.500000 Penalty: 3418.770752
	Iteration 47Q: 3 clusters Score -4409412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -4409412.000000 Penalty: 3418.770752
	Iteration 48Q: 3 clusters Score -4409412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4409415.500000 Penalty: 3418.770752
	Iteration 49Q: 3 clusters Score -4409416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -4409413.500000 Penalty: 3418.770752
	Iteration 50Q: 3 clusters Score -4409414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -4409418.500000 Penalty: 3418.770752
	Iteration 51Q: 3 clusters Score -4409418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -4409418.000000 Penalty: 3418.770752
	Iteration 52Q: 3 clusters Score -4409418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -4409416.000000 Penalty: 3418.770752
	Iteration 53Q: 3 clusters Score -4409416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -4409416.000000 Penalty: 3418.770752
	Iteration 54F: 3 clusters Score -4409416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -14500.969727 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -14500.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13896.066406 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -13896.07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14269.536133 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -14269.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14444.580078 Penalty: 1782.559082
	Iteration 2F: 3 clusters Score -14444.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14518.951172 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -14518.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14549.708008 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -14549.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14566.783203 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -14566.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14582.613281 Penalty: 1782.559082
	Iteration 6Q: 3 clusters Score -14582.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14643.000000 Penalty: 1782.559082
	Iteration 7Q: 3 clusters Score -14643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14644.791016 Penalty: 1782.559082
	Iteration 8F: 3 clusters Score -14644.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14671.293945 Penalty: 1782.559082
	Iteration 9Q: 3 clusters Score -14671.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14671.293945 Penalty: 1782.559082
	Iteration 10F: 3 clusters Score -14671.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136224 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 37023 members 
Mstep: Class 5 contains 84 members 
Mstep: Class 6 contains 64279 members 
Mstep: Class 7 contains 18378 members 
Mstep: Class 8 contains 117225 members 
Mstep: Class 9 contains 12270 members 
Mstep: Class 10 contains 10618 members 
Mstep: Class 11 contains 38347 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26917 members 
Mstep: Class 14 contains 11111 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 42783 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25890 members 
Mstep: Class 23 contains 23469 members 
Mstep: Class 24 contains 117576 members 
Mstep: Class 25 contains 5247 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33942 members 
Mstep: Class 32 contains 82851 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
Score: -108956256.000000 Penalty: 80105.234375
Splitting cluster 5 changes total score from -108957352.000000 to -108956256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (64279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64279 members 
Entering Unmasked Estep 
Score: -7567630.500000 Penalty: 1799.035645
	Iteration 0F: 2 clusters Score -7567630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -7524599.500000 Penalty: 3598.071289
	Iteration 0F: 3 clusters Score -7524600 nChanged 30361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -7542292.000000 Penalty: 3598.071289
	Iteration 1F: 3 clusters Score -7542292 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -7543562.000000 Penalty: 3598.071289
	Iteration 2Q: 3 clusters Score -7543562 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -7545260.000000 Penalty: 3598.071289
	Iteration 3F: 3 clusters Score -7545260 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -7547647.500000 Penalty: 3598.071289
	Iteration 4F: 3 clusters Score -7547648 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -7550653.500000 Penalty: 3598.071289
	Iteration 5F: 3 clusters Score -7550654 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -7553680.500000 Penalty: 3598.071289
	Iteration 6F: 3 clusters Score -7553680 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -7556179.500000 Penalty: 3598.071289
	Iteration 7F: 3 clusters Score -7556180 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -7558073.000000 Penalty: 3598.071289
	Iteration 8F: 3 clusters Score -7558073 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -7559526.500000 Penalty: 3598.071289
	Iteration 9Q: 3 clusters Score -7559526 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -7560453.500000 Penalty: 3598.071289
	Iteration 10Q: 3 clusters Score -7560454 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -7561091.000000 Penalty: 3598.071289
	Iteration 11Q: 3 clusters Score -7561091 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -7561539.500000 Penalty: 3598.071289
	Iteration 12Q: 3 clusters Score -7561540 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -7561926.000000 Penalty: 3598.071289
	Iteration 13Q: 3 clusters Score -7561926 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -7562291.500000 Penalty: 3598.071289
	Iteration 14Q: 3 clusters Score -7562292 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -7562646.500000 Penalty: 3598.071289
	Iteration 15Q: 3 clusters Score -7562646 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -7563002.000000 Penalty: 3598.071289
	Iteration 16Q: 3 clusters Score -7563002 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -7563374.000000 Penalty: 3598.071289
	Iteration 17Q: 3 clusters Score -7563374 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -7563750.500000 Penalty: 3598.071289
	Iteration 18Q: 3 clusters Score -7563750 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -7564087.500000 Penalty: 3598.071289
	Iteration 19Q: 3 clusters Score -7564088 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -7564376.000000 Penalty: 3598.071289
	Iteration 20F: 3 clusters Score -7564376 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -7564694.000000 Penalty: 3598.071289
	Iteration 21Q: 3 clusters Score -7564694 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -7565018.000000 Penalty: 3598.071289
	Iteration 22Q: 3 clusters Score -7565018 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -7565223.000000 Penalty: 3598.071289
	Iteration 23Q: 3 clusters Score -7565223 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57888 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -7565498.000000 Penalty: 3598.071289
	Iteration 24Q: 3 clusters Score -7565498 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -7565707.500000 Penalty: 3598.071289
	Iteration 25Q: 3 clusters Score -7565708 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -7565879.000000 Penalty: 3598.071289
	Iteration 26Q: 3 clusters Score -7565879 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -7566051.500000 Penalty: 3598.071289
	Iteration 27Q: 3 clusters Score -7566052 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -7566189.500000 Penalty: 3598.071289
	Iteration 28Q: 3 clusters Score -7566190 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60094 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -7566306.500000 Penalty: 3598.071289
	Iteration 29Q: 3 clusters Score -7566306 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -7566421.500000 Penalty: 3598.071289
	Iteration 30Q: 3 clusters Score -7566422 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -7566510.500000 Penalty: 3598.071289
	Iteration 31Q: 3 clusters Score -7566510 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -7566563.500000 Penalty: 3598.071289
	Iteration 32Q: 3 clusters Score -7566564 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7566655.000000 Penalty: 3598.071289
	Iteration 33Q: 3 clusters Score -7566655 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -7566705.500000 Penalty: 3598.071289
	Iteration 34Q: 3 clusters Score -7566706 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -7566783.000000 Penalty: 3598.071289
	Iteration 35Q: 3 clusters Score -7566783 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -7566821.000000 Penalty: 3598.071289
	Iteration 36Q: 3 clusters Score -7566821 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61688 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -7566862.000000 Penalty: 3598.071289
	Iteration 37Q: 3 clusters Score -7566862 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -7566889.500000 Penalty: 3598.071289
	Iteration 38Q: 3 clusters Score -7566890 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7566905.000000 Penalty: 3598.071289
	Iteration 39Q: 3 clusters Score -7566905 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7566904.000000 Penalty: 3598.071289
	Iteration 40F: 3 clusters Score -7566904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7566920.500000 Penalty: 3598.071289
	Iteration 41Q: 3 clusters Score -7566920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61968 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -7566929.000000 Penalty: 3598.071289
	Iteration 42Q: 3 clusters Score -7566929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62002 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7566931.500000 Penalty: 3598.071289
	Iteration 43Q: 3 clusters Score -7566932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7566948.000000 Penalty: 3598.071289
	Iteration 44Q: 3 clusters Score -7566948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62041 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -7566959.000000 Penalty: 3598.071289
	Iteration 45Q: 3 clusters Score -7566959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7566952.500000 Penalty: 3598.071289
	Iteration 46Q: 3 clusters Score -7566952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62067 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7566963.000000 Penalty: 3598.071289
	Iteration 47Q: 3 clusters Score -7566963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7566975.500000 Penalty: 3598.071289
	Iteration 48Q: 3 clusters Score -7566976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7566969.500000 Penalty: 3598.071289
	Iteration 49Q: 3 clusters Score -7566970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7566971.500000 Penalty: 3598.071289
	Iteration 50Q: 3 clusters Score -7566972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62105 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7566973.500000 Penalty: 3598.071289
	Iteration 51Q: 3 clusters Score -7566974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -7566986.000000 Penalty: 3598.071289
	Iteration 52Q: 3 clusters Score -7566986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62127 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7566995.000000 Penalty: 3598.071289
	Iteration 53Q: 3 clusters Score -7566995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -7566989.000000 Penalty: 3598.071289
	Iteration 54Q: 3 clusters Score -7566989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7567003.000000 Penalty: 3598.071289
	Iteration 55Q: 3 clusters Score -7567003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7567004.000000 Penalty: 3598.071289
	Iteration 56Q: 3 clusters Score -7567004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7566999.000000 Penalty: 3598.071289
	Iteration 57Q: 3 clusters Score -7566999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -7566996.500000 Penalty: 3598.071289
	Iteration 58Q: 3 clusters Score -7566996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -7566990.500000 Penalty: 3598.071289
	Iteration 59Q: 3 clusters Score -7566990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7566999.000000 Penalty: 3598.071289
	Iteration 60F: 3 clusters Score -7566999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62196 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7567003.000000 Penalty: 3598.071289
	Iteration 61Q: 3 clusters Score -7567003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62203 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -7566997.500000 Penalty: 3598.071289
	Iteration 62Q: 3 clusters Score -7566998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7566996.500000 Penalty: 3598.071289
	Iteration 63Q: 3 clusters Score -7566996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -7567000.500000 Penalty: 3598.071289
	Iteration 64Q: 3 clusters Score -7567000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7566997.500000 Penalty: 3598.071289
	Iteration 65Q: 3 clusters Score -7566998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62215 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7566996.000000 Penalty: 3598.071289
	Iteration 66Q: 3 clusters Score -7566996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7566999.000000 Penalty: 3598.071289
	Iteration 67Q: 3 clusters Score -7566999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7567002.500000 Penalty: 3598.071289
	Iteration 68Q: 3 clusters Score -7567002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7566997.500000 Penalty: 3598.071289
	Iteration 69Q: 3 clusters Score -7566998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7567005.000000 Penalty: 3598.071289
	Iteration 70Q: 3 clusters Score -7567005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62227 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7567017.500000 Penalty: 3598.071289
	Iteration 71Q: 3 clusters Score -7567018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7567013.500000 Penalty: 3598.071289
	Iteration 72Q: 3 clusters Score -7567014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -7567008.000000 Penalty: 3598.071289
	Iteration 73Q: 3 clusters Score -7567008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7567012.500000 Penalty: 3598.071289
	Iteration 74Q: 3 clusters Score -7567012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7567007.500000 Penalty: 3598.071289
	Iteration 75Q: 3 clusters Score -7567008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7567015.000000 Penalty: 3598.071289
	Iteration 76Q: 3 clusters Score -7567015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7567019.000000 Penalty: 3598.071289
	Iteration 77Q: 3 clusters Score -7567019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7567017.000000 Penalty: 3598.071289
	Iteration 78Q: 3 clusters Score -7567017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -7567017.500000 Penalty: 3598.071289
	Iteration 79Q: 3 clusters Score -7567018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -7567017.000000 Penalty: 3598.071289
	Iteration 80F: 3 clusters Score -7567017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Entering Unmasked Estep 
Score: -2309726.750000 Penalty: 1595.572876
	Iteration 0F: 2 clusters Score -2309727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2297167.500000 Penalty: 3191.145752
	Iteration 0F: 3 clusters Score -2297168 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2301676.000000 Penalty: 3191.145752
	Iteration 1F: 3 clusters Score -2301676 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2302004.000000 Penalty: 3191.145752
	Iteration 2F: 3 clusters Score -2302004 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2302268.750000 Penalty: 3191.145752
	Iteration 3Q: 3 clusters Score -2302269 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2302527.750000 Penalty: 3191.145752
	Iteration 4Q: 3 clusters Score -2302528 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2302735.750000 Penalty: 3191.145752
	Iteration 5Q: 3 clusters Score -2302736 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2302928.750000 Penalty: 3191.145752
	Iteration 6Q: 3 clusters Score -2302929 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2303122.000000 Penalty: 3191.145752
	Iteration 7Q: 3 clusters Score -2303122 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2303339.750000 Penalty: 3191.145752
	Iteration 8Q: 3 clusters Score -2303340 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2303569.000000 Penalty: 3191.145752
	Iteration 9Q: 3 clusters Score -2303569 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2303852.750000 Penalty: 3191.145752
	Iteration 10Q: 3 clusters Score -2303853 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2304228.500000 Penalty: 3191.145752
	Iteration 11Q: 3 clusters Score -2304228 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2304635.500000 Penalty: 3191.145752
	Iteration 12Q: 3 clusters Score -2304636 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2305075.250000 Penalty: 3191.145752
	Iteration 13Q: 3 clusters Score -2305075 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2305504.750000 Penalty: 3191.145752
	Iteration 14Q: 3 clusters Score -2305505 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2305834.250000 Penalty: 3191.145752
	Iteration 15Q: 3 clusters Score -2305834 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2306006.000000 Penalty: 3191.145752
	Iteration 16Q: 3 clusters Score -2306006 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2306091.500000 Penalty: 3191.145752
	Iteration 17Q: 3 clusters Score -2306092 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2306141.500000 Penalty: 3191.145752
	Iteration 18Q: 3 clusters Score -2306142 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2306179.000000 Penalty: 3191.145752
	Iteration 19Q: 3 clusters Score -2306179 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2306213.250000 Penalty: 3191.145752
	Iteration 20F: 3 clusters Score -2306213 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2306249.500000 Penalty: 3191.145752
	Iteration 21Q: 3 clusters Score -2306250 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2306289.250000 Penalty: 3191.145752
	Iteration 22Q: 3 clusters Score -2306289 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2306329.000000 Penalty: 3191.145752
	Iteration 23Q: 3 clusters Score -2306329 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2306371.500000 Penalty: 3191.145752
	Iteration 24Q: 3 clusters Score -2306372 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2306409.000000 Penalty: 3191.145752
	Iteration 25Q: 3 clusters Score -2306409 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2306463.000000 Penalty: 3191.145752
	Iteration 26Q: 3 clusters Score -2306463 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2306512.750000 Penalty: 3191.145752
	Iteration 27Q: 3 clusters Score -2306513 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2306560.500000 Penalty: 3191.145752
	Iteration 28Q: 3 clusters Score -2306560 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2306608.750000 Penalty: 3191.145752
	Iteration 29Q: 3 clusters Score -2306609 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2306664.750000 Penalty: 3191.145752
	Iteration 30Q: 3 clusters Score -2306665 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2306713.000000 Penalty: 3191.145752
	Iteration 31Q: 3 clusters Score -2306713 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2306753.750000 Penalty: 3191.145752
	Iteration 32Q: 3 clusters Score -2306754 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2306789.750000 Penalty: 3191.145752
	Iteration 33Q: 3 clusters Score -2306790 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2306829.000000 Penalty: 3191.145752
	Iteration 34Q: 3 clusters Score -2306829 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2306886.000000 Penalty: 3191.145752
	Iteration 35Q: 3 clusters Score -2306886 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2306936.750000 Penalty: 3191.145752
	Iteration 36Q: 3 clusters Score -2306937 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2307018.250000 Penalty: 3191.145752
	Iteration 37Q: 3 clusters Score -2307018 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2307116.250000 Penalty: 3191.145752
	Iteration 38Q: 3 clusters Score -2307116 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2307219.000000 Penalty: 3191.145752
	Iteration 39Q: 3 clusters Score -2307219 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2307316.250000 Penalty: 3191.145752
	Iteration 40F: 3 clusters Score -2307316 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2307423.250000 Penalty: 3191.145752
	Iteration 41Q: 3 clusters Score -2307423 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2307557.750000 Penalty: 3191.145752
	Iteration 42Q: 3 clusters Score -2307558 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2307665.250000 Penalty: 3191.145752
	Iteration 43Q: 3 clusters Score -2307665 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2307778.000000 Penalty: 3191.145752
	Iteration 44Q: 3 clusters Score -2307778 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2307900.750000 Penalty: 3191.145752
	Iteration 45Q: 3 clusters Score -2307901 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2307992.750000 Penalty: 3191.145752
	Iteration 46Q: 3 clusters Score -2307993 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2308074.000000 Penalty: 3191.145752
	Iteration 47Q: 3 clusters Score -2308074 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2308153.250000 Penalty: 3191.145752
	Iteration 48Q: 3 clusters Score -2308153 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2308205.000000 Penalty: 3191.145752
	Iteration 49Q: 3 clusters Score -2308205 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2308248.750000 Penalty: 3191.145752
	Iteration 50Q: 3 clusters Score -2308249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2308271.500000 Penalty: 3191.145752
	Iteration 51Q: 3 clusters Score -2308272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2308286.000000 Penalty: 3191.145752
	Iteration 52Q: 3 clusters Score -2308286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2308294.500000 Penalty: 3191.145752
	Iteration 53Q: 3 clusters Score -2308294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2308304.000000 Penalty: 3191.145752
	Iteration 54Q: 3 clusters Score -2308304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2308307.500000 Penalty: 3191.145752
	Iteration 55Q: 3 clusters Score -2308308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2308310.250000 Penalty: 3191.145752
	Iteration 56Q: 3 clusters Score -2308310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2308314.250000 Penalty: 3191.145752
	Iteration 57Q: 3 clusters Score -2308314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2308317.000000 Penalty: 3191.145752
	Iteration 58Q: 3 clusters Score -2308317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2308323.000000 Penalty: 3191.145752
	Iteration 59Q: 3 clusters Score -2308323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2308324.750000 Penalty: 3191.145752
	Iteration 60F: 3 clusters Score -2308325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2308325.250000 Penalty: 3191.145752
	Iteration 61Q: 3 clusters Score -2308325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2308330.750000 Penalty: 3191.145752
	Iteration 62Q: 3 clusters Score -2308331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2308334.250000 Penalty: 3191.145752
	Iteration 63Q: 3 clusters Score -2308334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2308334.750000 Penalty: 3191.145752
	Iteration 64Q: 3 clusters Score -2308335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2308334.750000 Penalty: 3191.145752
	Iteration 65F: 3 clusters Score -2308335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (117225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117225 members 
Entering Unmasked Estep 
Score: -14974474.000000 Penalty: 1896.675659
	Iteration 0F: 2 clusters Score -1.497447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 58680 members 
Entering Unmasked Estep 
Score: -14896943.000000 Penalty: 3793.351318
	Iteration 0F: 3 clusters Score -1.489694e+07 nChanged 56211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -14929236.000000 Penalty: 3793.351318
	Iteration 1F: 3 clusters Score -1.492924e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 60254 members 
Entering Unmasked Estep 
Score: -14929872.000000 Penalty: 3793.351318
	Iteration 2Q: 3 clusters Score -1.492987e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -14930523.000000 Penalty: 3793.351318
	Iteration 3Q: 3 clusters Score -1.493052e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -14931238.000000 Penalty: 3793.351318
	Iteration 4Q: 3 clusters Score -1.493124e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -14932196.000000 Penalty: 3793.351318
	Iteration 5Q: 3 clusters Score -1.49322e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 67899 members 
Entering Unmasked Estep 
Score: -14933539.000000 Penalty: 3793.351318
	Iteration 6Q: 3 clusters Score -1.493354e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 72427 members 
Entering Unmasked Estep 
Score: -14936085.000000 Penalty: 3793.351318
	Iteration 7Q: 3 clusters Score -1.493608e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -14939960.000000 Penalty: 3793.351318
	Iteration 8F: 3 clusters Score -1.493996e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -14945887.000000 Penalty: 3793.351318
	Iteration 9F: 3 clusters Score -1.494589e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 94915 members 
Entering Unmasked Estep 
Score: -14952840.000000 Penalty: 3793.351318
	Iteration 10F: 3 clusters Score -1.495284e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 101804 members 
Entering Unmasked Estep 
Score: -14958822.000000 Penalty: 3793.351318
	Iteration 11F: 3 clusters Score -1.495882e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 106734 members 
Entering Unmasked Estep 
Score: -14963104.000000 Penalty: 3793.351318
	Iteration 12Q: 3 clusters Score -1.49631e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 109988 members 
Entering Unmasked Estep 
Score: -14966191.000000 Penalty: 3793.351318
	Iteration 13Q: 3 clusters Score -1.496619e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 112256 members 
Entering Unmasked Estep 
Score: -14968782.000000 Penalty: 3793.351318
	Iteration 14Q: 3 clusters Score -1.496878e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 113960 members 
Entering Unmasked Estep 
Score: -14970428.000000 Penalty: 3793.351318
	Iteration 15Q: 3 clusters Score -1.497043e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 115164 members 
Entering Unmasked Estep 
Score: -14971462.000000 Penalty: 3793.351318
	Iteration 16Q: 3 clusters Score -1.497146e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 115899 members 
Entering Unmasked Estep 
Score: -14972071.000000 Penalty: 3793.351318
	Iteration 17Q: 3 clusters Score -1.497207e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 116323 members 
Entering Unmasked Estep 
Score: -14972378.000000 Penalty: 3793.351318
	Iteration 18Q: 3 clusters Score -1.497238e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 116555 members 
Entering Unmasked Estep 
Score: -14972539.000000 Penalty: 3793.351318
	Iteration 19Q: 3 clusters Score -1.497254e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 116695 members 
Entering Unmasked Estep 
Score: -14972631.000000 Penalty: 3793.351318
	Iteration 20F: 3 clusters Score -1.497263e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 116776 members 
Entering Unmasked Estep 
Score: -14972692.000000 Penalty: 3793.351318
	Iteration 21Q: 3 clusters Score -1.497269e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 116827 members 
Entering Unmasked Estep 
Score: -14972741.000000 Penalty: 3793.351318
	Iteration 22Q: 3 clusters Score -1.497274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 116845 members 
Entering Unmasked Estep 
Score: -14972771.000000 Penalty: 3793.351318
	Iteration 23Q: 3 clusters Score -1.497277e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 116862 members 
Entering Unmasked Estep 
Score: -14972782.000000 Penalty: 3793.351318
	Iteration 24Q: 3 clusters Score -1.497278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 116877 members 
Entering Unmasked Estep 
Score: -14972796.000000 Penalty: 3793.351318
	Iteration 25Q: 3 clusters Score -1.49728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 116891 members 
Entering Unmasked Estep 
Score: -14972808.000000 Penalty: 3793.351318
	Iteration 26Q: 3 clusters Score -1.497281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 116900 members 
Entering Unmasked Estep 
Score: -14972814.000000 Penalty: 3793.351318
	Iteration 27Q: 3 clusters Score -1.497281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 116906 members 
Entering Unmasked Estep 
Score: -14972816.000000 Penalty: 3793.351318
	Iteration 28Q: 3 clusters Score -1.497282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 116910 members 
Entering Unmasked Estep 
Score: -14972828.000000 Penalty: 3793.351318
	Iteration 29Q: 3 clusters Score -1.497283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 116913 members 
Entering Unmasked Estep 
Score: -14972830.000000 Penalty: 3793.351318
	Iteration 30Q: 3 clusters Score -1.497283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 116914 members 
Entering Unmasked Estep 
Score: -14972836.000000 Penalty: 3793.351318
	Iteration 31Q: 3 clusters Score -1.497284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 116913 members 
Entering Unmasked Estep 
Score: -14972836.000000 Penalty: 3793.351318
	Iteration 32Q: 3 clusters Score -1.497284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 116914 members 
Entering Unmasked Estep 
Score: -14972838.000000 Penalty: 3793.351318
	Iteration 33Q: 3 clusters Score -1.497284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 116914 members 
Entering Unmasked Estep 
Score: -14972838.000000 Penalty: 3793.351318
	Iteration 34F: 3 clusters Score -1.497284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Entering Unmasked Estep 
Score: -1521600.125000 Penalty: 1529.923218
	Iteration 0F: 2 clusters Score -1521600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1513001.500000 Penalty: 3059.846436
	Iteration 0F: 3 clusters Score -1513002 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1515781.000000 Penalty: 3059.846436
	Iteration 1F: 3 clusters Score -1515781 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1516040.750000 Penalty: 3059.846436
	Iteration 2F: 3 clusters Score -1516041 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1516269.125000 Penalty: 3059.846436
	Iteration 3Q: 3 clusters Score -1516269 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1516472.375000 Penalty: 3059.846436
	Iteration 4Q: 3 clusters Score -1516472 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1516723.875000 Penalty: 3059.846436
	Iteration 5Q: 3 clusters Score -1516724 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1517032.000000 Penalty: 3059.846436
	Iteration 6Q: 3 clusters Score -1517032 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1517374.250000 Penalty: 3059.846436
	Iteration 7Q: 3 clusters Score -1517374 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1517753.500000 Penalty: 3059.846436
	Iteration 8Q: 3 clusters Score -1517754 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1518158.000000 Penalty: 3059.846436
	Iteration 9Q: 3 clusters Score -1518158 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1518509.125000 Penalty: 3059.846436
	Iteration 10Q: 3 clusters Score -1518509 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1518874.875000 Penalty: 3059.846436
	Iteration 11Q: 3 clusters Score -1518875 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1519192.875000 Penalty: 3059.846436
	Iteration 12Q: 3 clusters Score -1519193 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1519448.375000 Penalty: 3059.846436
	Iteration 13Q: 3 clusters Score -1519448 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1519654.000000 Penalty: 3059.846436
	Iteration 14Q: 3 clusters Score -1519654 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1519808.625000 Penalty: 3059.846436
	Iteration 15Q: 3 clusters Score -1519809 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1519925.375000 Penalty: 3059.846436
	Iteration 16Q: 3 clusters Score -1519925 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1520017.000000 Penalty: 3059.846436
	Iteration 17Q: 3 clusters Score -1520017 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1520082.375000 Penalty: 3059.846436
	Iteration 18Q: 3 clusters Score -1520082 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1520151.875000 Penalty: 3059.846436
	Iteration 19Q: 3 clusters Score -1520152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1520190.500000 Penalty: 3059.846436
	Iteration 20F: 3 clusters Score -1520190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1520224.625000 Penalty: 3059.846436
	Iteration 21Q: 3 clusters Score -1520225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1520255.125000 Penalty: 3059.846436
	Iteration 22Q: 3 clusters Score -1520255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1520273.125000 Penalty: 3059.846436
	Iteration 23Q: 3 clusters Score -1520273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1520285.125000 Penalty: 3059.846436
	Iteration 24Q: 3 clusters Score -1520285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1520289.750000 Penalty: 3059.846436
	Iteration 25Q: 3 clusters Score -1520290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1520295.375000 Penalty: 3059.846436
	Iteration 26Q: 3 clusters Score -1520295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1520299.125000 Penalty: 3059.846436
	Iteration 27Q: 3 clusters Score -1520299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1520304.500000 Penalty: 3059.846436
	Iteration 28Q: 3 clusters Score -1520304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1520307.250000 Penalty: 3059.846436
	Iteration 29Q: 3 clusters Score -1520307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1520313.250000 Penalty: 3059.846436
	Iteration 30Q: 3 clusters Score -1520313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1520314.750000 Penalty: 3059.846436
	Iteration 31Q: 3 clusters Score -1520315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1520316.625000 Penalty: 3059.846436
	Iteration 32Q: 3 clusters Score -1520317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1520316.000000 Penalty: 3059.846436
	Iteration 33Q: 3 clusters Score -1520316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1520318.000000 Penalty: 3059.846436
	Iteration 34Q: 3 clusters Score -1520318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1520320.250000 Penalty: 3059.846436
	Iteration 35Q: 3 clusters Score -1520320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1520322.250000 Penalty: 3059.846436
	Iteration 36Q: 3 clusters Score -1520322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1520324.500000 Penalty: 3059.846436
	Iteration 37Q: 3 clusters Score -1520324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1520325.750000 Penalty: 3059.846436
	Iteration 38Q: 3 clusters Score -1520326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1520327.875000 Penalty: 3059.846436
	Iteration 39Q: 3 clusters Score -1520328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1520327.875000 Penalty: 3059.846436
	Iteration 40F: 3 clusters Score -1520328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Entering Unmasked Estep 
Score: -1322588.000000 Penalty: 1506.424683
	Iteration 0F: 2 clusters Score -1322588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1314983.750000 Penalty: 3012.849365
	Iteration 0F: 3 clusters Score -1314984 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1317530.375000 Penalty: 3012.849365
	Iteration 1F: 3 clusters Score -1317530 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1317799.250000 Penalty: 3012.849365
	Iteration 2F: 3 clusters Score -1317799 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1317980.625000 Penalty: 3012.849365
	Iteration 3Q: 3 clusters Score -1317981 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1318134.875000 Penalty: 3012.849365
	Iteration 4Q: 3 clusters Score -1318135 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1318264.625000 Penalty: 3012.849365
	Iteration 5Q: 3 clusters Score -1318265 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1318395.125000 Penalty: 3012.849365
	Iteration 6Q: 3 clusters Score -1318395 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1318553.250000 Penalty: 3012.849365
	Iteration 7Q: 3 clusters Score -1318553 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1318731.500000 Penalty: 3012.849365
	Iteration 8Q: 3 clusters Score -1318732 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1318921.125000 Penalty: 3012.849365
	Iteration 9Q: 3 clusters Score -1318921 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1319123.750000 Penalty: 3012.849365
	Iteration 10Q: 3 clusters Score -1319124 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1319330.125000 Penalty: 3012.849365
	Iteration 11Q: 3 clusters Score -1319330 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1319540.125000 Penalty: 3012.849365
	Iteration 12Q: 3 clusters Score -1319540 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1319772.750000 Penalty: 3012.849365
	Iteration 13Q: 3 clusters Score -1319773 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1320072.750000 Penalty: 3012.849365
	Iteration 14Q: 3 clusters Score -1320073 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1320412.375000 Penalty: 3012.849365
	Iteration 15Q: 3 clusters Score -1320412 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1320785.875000 Penalty: 3012.849365
	Iteration 16Q: 3 clusters Score -1320786 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1321169.500000 Penalty: 3012.849365
	Iteration 17Q: 3 clusters Score -1321170 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1321525.875000 Penalty: 3012.849365
	Iteration 18Q: 3 clusters Score -1321526 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1321748.500000 Penalty: 3012.849365
	Iteration 19Q: 3 clusters Score -1321748 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1321822.375000 Penalty: 3012.849365
	Iteration 20F: 3 clusters Score -1321822 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1321866.250000 Penalty: 3012.849365
	Iteration 21Q: 3 clusters Score -1321866 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1321886.750000 Penalty: 3012.849365
	Iteration 22Q: 3 clusters Score -1321887 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1321905.375000 Penalty: 3012.849365
	Iteration 23Q: 3 clusters Score -1321905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1321912.500000 Penalty: 3012.849365
	Iteration 24Q: 3 clusters Score -1321912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1321917.500000 Penalty: 3012.849365
	Iteration 25Q: 3 clusters Score -1321918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1321923.375000 Penalty: 3012.849365
	Iteration 26Q: 3 clusters Score -1321923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1321933.250000 Penalty: 3012.849365
	Iteration 27Q: 3 clusters Score -1321933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1321941.250000 Penalty: 3012.849365
	Iteration 28Q: 3 clusters Score -1321941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1321950.875000 Penalty: 3012.849365
	Iteration 29Q: 3 clusters Score -1321951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1321957.625000 Penalty: 3012.849365
	Iteration 30Q: 3 clusters Score -1321958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1321959.625000 Penalty: 3012.849365
	Iteration 31Q: 3 clusters Score -1321960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1321962.250000 Penalty: 3012.849365
	Iteration 32Q: 3 clusters Score -1321962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1321960.875000 Penalty: 3012.849365
	Iteration 33Q: 3 clusters Score -1321961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1321962.875000 Penalty: 3012.849365
	Iteration 34Q: 3 clusters Score -1321963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1321961.125000 Penalty: 3012.849365
	Iteration 35Q: 3 clusters Score -1321961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1321965.000000 Penalty: 3012.849365
	Iteration 36Q: 3 clusters Score -1321965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1321965.250000 Penalty: 3012.849365
	Iteration 37Q: 3 clusters Score -1321965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1321966.375000 Penalty: 3012.849365
	Iteration 38Q: 3 clusters Score -1321966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1321965.875000 Penalty: 3012.849365
	Iteration 39Q: 3 clusters Score -1321966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1321968.500000 Penalty: 3012.849365
	Iteration 40F: 3 clusters Score -1321968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Entering Unmasked Estep 
Score: -4941484.500000 Penalty: 1715.095215
	Iteration 0F: 2 clusters Score -4941484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -4915679.500000 Penalty: 3430.190430
	Iteration 0F: 3 clusters Score -4915680 nChanged 17848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -4926011.000000 Penalty: 3430.190430
	Iteration 1F: 3 clusters Score -4926011 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4926576.000000 Penalty: 3430.190430
	Iteration 2Q: 3 clusters Score -4926576 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -4927293.500000 Penalty: 3430.190430
	Iteration 3Q: 3 clusters Score -4927294 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -4928407.000000 Penalty: 3430.190430
	Iteration 4F: 3 clusters Score -4928407 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -4930164.000000 Penalty: 3430.190430
	Iteration 5F: 3 clusters Score -4930164 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -4932314.000000 Penalty: 3430.190430
	Iteration 6F: 3 clusters Score -4932314 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -4934446.500000 Penalty: 3430.190430
	Iteration 7F: 3 clusters Score -4934446 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -4936135.000000 Penalty: 3430.190430
	Iteration 8F: 3 clusters Score -4936135 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -4937296.000000 Penalty: 3430.190430
	Iteration 9Q: 3 clusters Score -4937296 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -4937985.500000 Penalty: 3430.190430
	Iteration 10Q: 3 clusters Score -4937986 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4938434.500000 Penalty: 3430.190430
	Iteration 11Q: 3 clusters Score -4938434 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -4938727.500000 Penalty: 3430.190430
	Iteration 12Q: 3 clusters Score -4938728 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4938935.500000 Penalty: 3430.190430
	Iteration 13Q: 3 clusters Score -4938936 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4939118.500000 Penalty: 3430.190430
	Iteration 14Q: 3 clusters Score -4939118 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4939279.500000 Penalty: 3430.190430
	Iteration 15Q: 3 clusters Score -4939280 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -4939382.000000 Penalty: 3430.190430
	Iteration 16Q: 3 clusters Score -4939382 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -4939491.000000 Penalty: 3430.190430
	Iteration 17Q: 3 clusters Score -4939491 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -4939577.000000 Penalty: 3430.190430
	Iteration 18Q: 3 clusters Score -4939577 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -4939649.000000 Penalty: 3430.190430
	Iteration 19Q: 3 clusters Score -4939649 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -4939697.500000 Penalty: 3430.190430
	Iteration 20F: 3 clusters Score -4939698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -4939747.500000 Penalty: 3430.190430
	Iteration 21Q: 3 clusters Score -4939748 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -4939782.000000 Penalty: 3430.190430
	Iteration 22Q: 3 clusters Score -4939782 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4939802.500000 Penalty: 3430.190430
	Iteration 23Q: 3 clusters Score -4939802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -4939834.500000 Penalty: 3430.190430
	Iteration 24Q: 3 clusters Score -4939834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4939843.500000 Penalty: 3430.190430
	Iteration 25Q: 3 clusters Score -4939844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -4939862.500000 Penalty: 3430.190430
	Iteration 26Q: 3 clusters Score -4939862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -4939891.500000 Penalty: 3430.190430
	Iteration 27Q: 3 clusters Score -4939892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -4939893.000000 Penalty: 3430.190430
	Iteration 28Q: 3 clusters Score -4939893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -4939927.000000 Penalty: 3430.190430
	Iteration 29Q: 3 clusters Score -4939927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -4939939.500000 Penalty: 3430.190430
	Iteration 30Q: 3 clusters Score -4939940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -4939955.000000 Penalty: 3430.190430
	Iteration 31Q: 3 clusters Score -4939955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -4939957.500000 Penalty: 3430.190430
	Iteration 32Q: 3 clusters Score -4939958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -4939969.500000 Penalty: 3430.190430
	Iteration 33Q: 3 clusters Score -4939970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -4939971.000000 Penalty: 3430.190430
	Iteration 34Q: 3 clusters Score -4939971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -4939986.000000 Penalty: 3430.190430
	Iteration 35Q: 3 clusters Score -4939986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -4939995.000000 Penalty: 3430.190430
	Iteration 36Q: 3 clusters Score -4939995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -4940001.000000 Penalty: 3430.190430
	Iteration 37Q: 3 clusters Score -4940001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -4940004.500000 Penalty: 3430.190430
	Iteration 38Q: 3 clusters Score -4940004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -4940012.000000 Penalty: 3430.190430
	Iteration 39Q: 3 clusters Score -4940012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -4940012.500000 Penalty: 3430.190430
	Iteration 40F: 3 clusters Score -4940012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -4940015.000000 Penalty: 3430.190430
	Iteration 41Q: 3 clusters Score -4940015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -4940011.000000 Penalty: 3430.190430
	Iteration 42Q: 3 clusters Score -4940011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -4940019.500000 Penalty: 3430.190430
	Iteration 43Q: 3 clusters Score -4940020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -4940017.000000 Penalty: 3430.190430
	Iteration 44Q: 3 clusters Score -4940017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -4940016.000000 Penalty: 3430.190430
	Iteration 45Q: 3 clusters Score -4940016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -4940021.500000 Penalty: 3430.190430
	Iteration 46Q: 3 clusters Score -4940022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -4940020.500000 Penalty: 3430.190430
	Iteration 47Q: 3 clusters Score -4940020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -4940020.500000 Penalty: 3430.190430
	Iteration 48F: 3 clusters Score -4940020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Entering Unmasked Estep 
Score: -2068567.875000 Penalty: 1574.783447
	Iteration 0F: 2 clusters Score -2068568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2057486.625000 Penalty: 3149.566895
	Iteration 0F: 3 clusters Score -2057487 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2061249.500000 Penalty: 3149.566895
	Iteration 1F: 3 clusters Score -2061250 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2061476.000000 Penalty: 3149.566895
	Iteration 2Q: 3 clusters Score -2061476 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2061649.000000 Penalty: 3149.566895
	Iteration 3Q: 3 clusters Score -2061649 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2061796.250000 Penalty: 3149.566895
	Iteration 4Q: 3 clusters Score -2061796 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2061922.875000 Penalty: 3149.566895
	Iteration 5Q: 3 clusters Score -2061923 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2062058.375000 Penalty: 3149.566895
	Iteration 6Q: 3 clusters Score -2062058 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2062217.375000 Penalty: 3149.566895
	Iteration 7Q: 3 clusters Score -2062217 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2062398.500000 Penalty: 3149.566895
	Iteration 8Q: 3 clusters Score -2062398 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2062640.000000 Penalty: 3149.566895
	Iteration 9Q: 3 clusters Score -2062640 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2062995.875000 Penalty: 3149.566895
	Iteration 10Q: 3 clusters Score -2062996 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2063436.750000 Penalty: 3149.566895
	Iteration 11F: 3 clusters Score -2063437 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2064089.250000 Penalty: 3149.566895
	Iteration 12F: 3 clusters Score -2064089 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2064942.000000 Penalty: 3149.566895
	Iteration 13F: 3 clusters Score -2064942 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2065775.750000 Penalty: 3149.566895
	Iteration 14F: 3 clusters Score -2065776 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2066402.875000 Penalty: 3149.566895
	Iteration 15Q: 3 clusters Score -2066403 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2066768.875000 Penalty: 3149.566895
	Iteration 16Q: 3 clusters Score -2066769 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2066946.125000 Penalty: 3149.566895
	Iteration 17Q: 3 clusters Score -2066946 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2067034.000000 Penalty: 3149.566895
	Iteration 18Q: 3 clusters Score -2067034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2067092.625000 Penalty: 3149.566895
	Iteration 19Q: 3 clusters Score -2067093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2067124.250000 Penalty: 3149.566895
	Iteration 20F: 3 clusters Score -2067124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2067140.125000 Penalty: 3149.566895
	Iteration 21Q: 3 clusters Score -2067140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2067147.250000 Penalty: 3149.566895
	Iteration 22Q: 3 clusters Score -2067147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2067154.500000 Penalty: 3149.566895
	Iteration 23Q: 3 clusters Score -2067154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2067167.000000 Penalty: 3149.566895
	Iteration 24Q: 3 clusters Score -2067167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2067181.625000 Penalty: 3149.566895
	Iteration 25Q: 3 clusters Score -2067182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2067189.000000 Penalty: 3149.566895
	Iteration 26Q: 3 clusters Score -2067189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2067193.375000 Penalty: 3149.566895
	Iteration 27Q: 3 clusters Score -2067193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2067197.000000 Penalty: 3149.566895
	Iteration 28Q: 3 clusters Score -2067197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2067201.875000 Penalty: 3149.566895
	Iteration 29Q: 3 clusters Score -2067202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2067205.125000 Penalty: 3149.566895
	Iteration 30Q: 3 clusters Score -2067205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2067205.500000 Penalty: 3149.566895
	Iteration 31Q: 3 clusters Score -2067206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2067207.000000 Penalty: 3149.566895
	Iteration 32Q: 3 clusters Score -2067207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2067207.000000 Penalty: 3149.566895
	Iteration 33F: 3 clusters Score -2067207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Entering Unmasked Estep 
Score: -3411707.750000 Penalty: 1657.583374
	Iteration 0F: 2 clusters Score -3411708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3393587.750000 Penalty: 3315.166748
	Iteration 0F: 3 clusters Score -3393588 nChanged 12282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3400460.500000 Penalty: 3315.166748
	Iteration 1F: 3 clusters Score -3400460 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3400899.000000 Penalty: 3315.166748
	Iteration 2Q: 3 clusters Score -3400899 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3401240.000000 Penalty: 3315.166748
	Iteration 3Q: 3 clusters Score -3401240 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3401547.250000 Penalty: 3315.166748
	Iteration 4Q: 3 clusters Score -3401547 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3401797.500000 Penalty: 3315.166748
	Iteration 5Q: 3 clusters Score -3401798 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3402067.500000 Penalty: 3315.166748
	Iteration 6Q: 3 clusters Score -3402068 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3402359.250000 Penalty: 3315.166748
	Iteration 7Q: 3 clusters Score -3402359 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3402683.750000 Penalty: 3315.166748
	Iteration 8Q: 3 clusters Score -3402684 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3403110.500000 Penalty: 3315.166748
	Iteration 9Q: 3 clusters Score -3403110 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -3403664.750000 Penalty: 3315.166748
	Iteration 10Q: 3 clusters Score -3403665 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -3404319.250000 Penalty: 3315.166748
	Iteration 11Q: 3 clusters Score -3404319 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3405102.500000 Penalty: 3315.166748
	Iteration 12Q: 3 clusters Score -3405102 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -3405666.500000 Penalty: 3315.166748
	Iteration 13Q: 3 clusters Score -3405666 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -3406006.750000 Penalty: 3315.166748
	Iteration 14Q: 3 clusters Score -3406007 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -3406182.250000 Penalty: 3315.166748
	Iteration 15Q: 3 clusters Score -3406182 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3406300.250000 Penalty: 3315.166748
	Iteration 16Q: 3 clusters Score -3406300 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3406402.750000 Penalty: 3315.166748
	Iteration 17Q: 3 clusters Score -3406403 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3406507.000000 Penalty: 3315.166748
	Iteration 18Q: 3 clusters Score -3406507 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -3406604.500000 Penalty: 3315.166748
	Iteration 19Q: 3 clusters Score -3406604 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3406694.000000 Penalty: 3315.166748
	Iteration 20F: 3 clusters Score -3406694 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3406777.500000 Penalty: 3315.166748
	Iteration 21Q: 3 clusters Score -3406778 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -3406881.750000 Penalty: 3315.166748
	Iteration 22Q: 3 clusters Score -3406882 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -3406984.000000 Penalty: 3315.166748
	Iteration 23Q: 3 clusters Score -3406984 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3407075.500000 Penalty: 3315.166748
	Iteration 24Q: 3 clusters Score -3407076 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3407151.000000 Penalty: 3315.166748
	Iteration 25Q: 3 clusters Score -3407151 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3407246.250000 Penalty: 3315.166748
	Iteration 26Q: 3 clusters Score -3407246 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3407365.250000 Penalty: 3315.166748
	Iteration 27Q: 3 clusters Score -3407365 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3407502.000000 Penalty: 3315.166748
	Iteration 28Q: 3 clusters Score -3407502 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -3407632.250000 Penalty: 3315.166748
	Iteration 29Q: 3 clusters Score -3407632 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3407779.750000 Penalty: 3315.166748
	Iteration 30Q: 3 clusters Score -3407780 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3407930.750000 Penalty: 3315.166748
	Iteration 31Q: 3 clusters Score -3407931 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3408109.750000 Penalty: 3315.166748
	Iteration 32Q: 3 clusters Score -3408110 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3408274.250000 Penalty: 3315.166748
	Iteration 33Q: 3 clusters Score -3408274 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3408446.000000 Penalty: 3315.166748
	Iteration 34Q: 3 clusters Score -3408446 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3408614.250000 Penalty: 3315.166748
	Iteration 35Q: 3 clusters Score -3408614 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3408754.000000 Penalty: 3315.166748
	Iteration 36Q: 3 clusters Score -3408754 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3408896.250000 Penalty: 3315.166748
	Iteration 37Q: 3 clusters Score -3408896 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3409047.000000 Penalty: 3315.166748
	Iteration 38Q: 3 clusters Score -3409047 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3409213.000000 Penalty: 3315.166748
	Iteration 39Q: 3 clusters Score -3409213 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3409372.750000 Penalty: 3315.166748
	Iteration 40F: 3 clusters Score -3409373 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3409507.250000 Penalty: 3315.166748
	Iteration 41Q: 3 clusters Score -3409507 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3409638.250000 Penalty: 3315.166748
	Iteration 42Q: 3 clusters Score -3409638 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3409763.500000 Penalty: 3315.166748
	Iteration 43Q: 3 clusters Score -3409764 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3409889.750000 Penalty: 3315.166748
	Iteration 44Q: 3 clusters Score -3409890 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3409973.750000 Penalty: 3315.166748
	Iteration 45Q: 3 clusters Score -3409974 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3410036.000000 Penalty: 3315.166748
	Iteration 46Q: 3 clusters Score -3410036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3410108.500000 Penalty: 3315.166748
	Iteration 47Q: 3 clusters Score -3410108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3410137.500000 Penalty: 3315.166748
	Iteration 48Q: 3 clusters Score -3410138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3410181.750000 Penalty: 3315.166748
	Iteration 49Q: 3 clusters Score -3410182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3410209.250000 Penalty: 3315.166748
	Iteration 50Q: 3 clusters Score -3410209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3410231.000000 Penalty: 3315.166748
	Iteration 51Q: 3 clusters Score -3410231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3410243.750000 Penalty: 3315.166748
	Iteration 52Q: 3 clusters Score -3410244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3410256.000000 Penalty: 3315.166748
	Iteration 53Q: 3 clusters Score -3410256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3410264.500000 Penalty: 3315.166748
	Iteration 54Q: 3 clusters Score -3410264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3410276.750000 Penalty: 3315.166748
	Iteration 55Q: 3 clusters Score -3410277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3410290.750000 Penalty: 3315.166748
	Iteration 56Q: 3 clusters Score -3410291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3410296.250000 Penalty: 3315.166748
	Iteration 57Q: 3 clusters Score -3410296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3410302.500000 Penalty: 3315.166748
	Iteration 58Q: 3 clusters Score -3410302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3410304.500000 Penalty: 3315.166748
	Iteration 59Q: 3 clusters Score -3410304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3410303.500000 Penalty: 3315.166748
	Iteration 60F: 3 clusters Score -3410304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3410303.000000 Penalty: 3315.166748
	Iteration 61Q: 3 clusters Score -3410303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3410305.000000 Penalty: 3315.166748
	Iteration 62Q: 3 clusters Score -3410305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3410305.000000 Penalty: 3315.166748
	Iteration 63F: 3 clusters Score -3410305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1350709.750000 Penalty: 1513.799805
	Iteration 0F: 2 clusters Score -1350710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1342805.125000 Penalty: 3027.599609
	Iteration 0F: 3 clusters Score -1342805 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1345375.125000 Penalty: 3027.599609
	Iteration 1F: 3 clusters Score -1345375 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1345684.750000 Penalty: 3027.599609
	Iteration 2F: 3 clusters Score -1345685 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1346031.625000 Penalty: 3027.599609
	Iteration 3F: 3 clusters Score -1346032 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1346419.125000 Penalty: 3027.599609
	Iteration 4F: 3 clusters Score -1346419 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1346890.625000 Penalty: 3027.599609
	Iteration 5F: 3 clusters Score -1346891 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1347535.500000 Penalty: 3027.599609
	Iteration 6F: 3 clusters Score -1347536 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1348266.375000 Penalty: 3027.599609
	Iteration 7F: 3 clusters Score -1348266 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1348822.375000 Penalty: 3027.599609
	Iteration 8F: 3 clusters Score -1348822 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1349139.375000 Penalty: 3027.599609
	Iteration 9Q: 3 clusters Score -1349139 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1349299.875000 Penalty: 3027.599609
	Iteration 10Q: 3 clusters Score -1349300 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1349400.125000 Penalty: 3027.599609
	Iteration 11Q: 3 clusters Score -1349400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1349452.125000 Penalty: 3027.599609
	Iteration 12Q: 3 clusters Score -1349452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1349487.000000 Penalty: 3027.599609
	Iteration 13Q: 3 clusters Score -1349487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1349509.250000 Penalty: 3027.599609
	Iteration 14Q: 3 clusters Score -1349509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1349526.625000 Penalty: 3027.599609
	Iteration 15Q: 3 clusters Score -1349527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1349534.625000 Penalty: 3027.599609
	Iteration 16Q: 3 clusters Score -1349535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1349535.500000 Penalty: 3027.599609
	Iteration 17Q: 3 clusters Score -1349536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1349536.750000 Penalty: 3027.599609
	Iteration 18Q: 3 clusters Score -1349537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1349536.750000 Penalty: 3027.599609
	Iteration 19F: 3 clusters Score -1349537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -19683.697266 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -19683.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19004.894531 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -19004.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -19118.228516 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -19118.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -19149.257812 Penalty: 1739.353882
	Iteration 2F: 3 clusters Score -19149.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -19160.003906 Penalty: 1739.353882
	Iteration 3Q: 3 clusters Score -19160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19170.466797 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -19170.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19176.324219 Penalty: 1739.353882
	Iteration 5Q: 3 clusters Score -19176.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19183.667969 Penalty: 1739.353882
	Iteration 6Q: 3 clusters Score -19183.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19183.667969 Penalty: 1739.353882
	Iteration 7F: 3 clusters Score -19183.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -881734.812500 Penalty: 1438.162598
	Iteration 0F: 2 clusters Score -881734.8 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 3506 members 
Entering Unmasked Estep 
Score: -876498.437500 Penalty: 2876.325195
	Iteration 0F: 3 clusters Score -876498.4 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -878143.312500 Penalty: 2876.325195
	Iteration 1F: 3 clusters Score -878143.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -878407.375000 Penalty: 2876.325195
	Iteration 2F: 3 clusters Score -878407.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -878586.875000 Penalty: 2876.325195
	Iteration 3F: 3 clusters Score -878586.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -878709.125000 Penalty: 2876.325195
	Iteration 4Q: 3 clusters Score -878709.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -878792.812500 Penalty: 2876.325195
	Iteration 5Q: 3 clusters Score -878792.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -878855.500000 Penalty: 2876.325195
	Iteration 6Q: 3 clusters Score -878855.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -878912.312500 Penalty: 2876.325195
	Iteration 7Q: 3 clusters Score -878912.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -878965.687500 Penalty: 2876.325195
	Iteration 8Q: 3 clusters Score -878965.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -879026.000000 Penalty: 2876.325195
	Iteration 9Q: 3 clusters Score -879026 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -879082.937500 Penalty: 2876.325195
	Iteration 10Q: 3 clusters Score -879082.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -879146.062500 Penalty: 2876.325195
	Iteration 11Q: 3 clusters Score -879146.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -879214.500000 Penalty: 2876.325195
	Iteration 12Q: 3 clusters Score -879214.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -879285.312500 Penalty: 2876.325195
	Iteration 13Q: 3 clusters Score -879285.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -879364.375000 Penalty: 2876.325195
	Iteration 14Q: 3 clusters Score -879364.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -879442.125000 Penalty: 2876.325195
	Iteration 15Q: 3 clusters Score -879442.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -879525.562500 Penalty: 2876.325195
	Iteration 16Q: 3 clusters Score -879525.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -879616.312500 Penalty: 2876.325195
	Iteration 17Q: 3 clusters Score -879616.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -879720.312500 Penalty: 2876.325195
	Iteration 18Q: 3 clusters Score -879720.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -879812.937500 Penalty: 2876.325195
	Iteration 19Q: 3 clusters Score -879812.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -879905.937500 Penalty: 2876.325195
	Iteration 20F: 3 clusters Score -879905.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -880018.812500 Penalty: 2876.325195
	Iteration 21Q: 3 clusters Score -880018.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -880198.000000 Penalty: 2876.325195
	Iteration 22Q: 3 clusters Score -880198 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -880459.000000 Penalty: 2876.325195
	Iteration 23Q: 3 clusters Score -880459 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -880667.937500 Penalty: 2876.325195
	Iteration 24Q: 3 clusters Score -880667.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -880792.812500 Penalty: 2876.325195
	Iteration 25Q: 3 clusters Score -880792.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -880866.937500 Penalty: 2876.325195
	Iteration 26Q: 3 clusters Score -880866.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -880909.687500 Penalty: 2876.325195
	Iteration 27Q: 3 clusters Score -880909.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -880935.312500 Penalty: 2876.325195
	Iteration 28Q: 3 clusters Score -880935.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -880956.187500 Penalty: 2876.325195
	Iteration 29Q: 3 clusters Score -880956.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -880973.750000 Penalty: 2876.325195
	Iteration 30Q: 3 clusters Score -880973.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -880991.187500 Penalty: 2876.325195
	Iteration 31Q: 3 clusters Score -880991.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -881006.937500 Penalty: 2876.325195
	Iteration 32Q: 3 clusters Score -881006.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -881020.000000 Penalty: 2876.325195
	Iteration 33Q: 3 clusters Score -881020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -881031.875000 Penalty: 2876.325195
	Iteration 34Q: 3 clusters Score -881031.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -881041.437500 Penalty: 2876.325195
	Iteration 35Q: 3 clusters Score -881041.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -881051.937500 Penalty: 2876.325195
	Iteration 36Q: 3 clusters Score -881051.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -881055.937500 Penalty: 2876.325195
	Iteration 37Q: 3 clusters Score -881055.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -881063.250000 Penalty: 2876.325195
	Iteration 38Q: 3 clusters Score -881063.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -881068.625000 Penalty: 2876.325195
	Iteration 39Q: 3 clusters Score -881068.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -881076.687500 Penalty: 2876.325195
	Iteration 40F: 3 clusters Score -881076.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -881080.937500 Penalty: 2876.325195
	Iteration 41Q: 3 clusters Score -881080.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -881083.875000 Penalty: 2876.325195
	Iteration 42Q: 3 clusters Score -881083.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -881087.125000 Penalty: 2876.325195
	Iteration 43Q: 3 clusters Score -881087.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -881089.687500 Penalty: 2876.325195
	Iteration 44Q: 3 clusters Score -881089.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -881092.062500 Penalty: 2876.325195
	Iteration 45Q: 3 clusters Score -881092.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -881094.875000 Penalty: 2876.325195
	Iteration 46Q: 3 clusters Score -881094.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -881095.062500 Penalty: 2876.325195
	Iteration 47Q: 3 clusters Score -881095.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -881099.500000 Penalty: 2876.325195
	Iteration 48Q: 3 clusters Score -881099.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -881103.250000 Penalty: 2876.325195
	Iteration 49Q: 3 clusters Score -881103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -881105.687500 Penalty: 2876.325195
	Iteration 50Q: 3 clusters Score -881105.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -881108.062500 Penalty: 2876.325195
	Iteration 51Q: 3 clusters Score -881108.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -881110.000000 Penalty: 2876.325195
	Iteration 52Q: 3 clusters Score -881110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -881110.937500 Penalty: 2876.325195
	Iteration 53Q: 3 clusters Score -881110.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -881111.312500 Penalty: 2876.325195
	Iteration 54Q: 3 clusters Score -881111.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -881113.187500 Penalty: 2876.325195
	Iteration 55Q: 3 clusters Score -881113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -881113.187500 Penalty: 2876.325195
	Iteration 56Q: 3 clusters Score -881113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -881113.187500 Penalty: 2876.325195
	Iteration 57F: 3 clusters Score -881113.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Entering Unmasked Estep 
Score: -1144576.875000 Penalty: 1481.996460
	Iteration 0F: 2 clusters Score -1144577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1137985.875000 Penalty: 2963.992920
	Iteration 0F: 3 clusters Score -1137986 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1140079.250000 Penalty: 2963.992920
	Iteration 1F: 3 clusters Score -1140079 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1140449.750000 Penalty: 2963.992920
	Iteration 2F: 3 clusters Score -1140450 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1140837.250000 Penalty: 2963.992920
	Iteration 3F: 3 clusters Score -1140837 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1141321.875000 Penalty: 2963.992920
	Iteration 4F: 3 clusters Score -1141322 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1141831.500000 Penalty: 2963.992920
	Iteration 5F: 3 clusters Score -1141832 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1142261.125000 Penalty: 2963.992920
	Iteration 6F: 3 clusters Score -1142261 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1142608.250000 Penalty: 2963.992920
	Iteration 7F: 3 clusters Score -1142608 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1142844.375000 Penalty: 2963.992920
	Iteration 8Q: 3 clusters Score -1142844 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1143015.375000 Penalty: 2963.992920
	Iteration 9Q: 3 clusters Score -1143015 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1143111.750000 Penalty: 2963.992920
	Iteration 10Q: 3 clusters Score -1143112 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1143165.125000 Penalty: 2963.992920
	Iteration 11Q: 3 clusters Score -1143165 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1143201.000000 Penalty: 2963.992920
	Iteration 12Q: 3 clusters Score -1143201 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1143225.500000 Penalty: 2963.992920
	Iteration 13Q: 3 clusters Score -1143226 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1143251.250000 Penalty: 2963.992920
	Iteration 14Q: 3 clusters Score -1143251 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1143277.000000 Penalty: 2963.992920
	Iteration 15Q: 3 clusters Score -1143277 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1143296.875000 Penalty: 2963.992920
	Iteration 16Q: 3 clusters Score -1143297 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1143312.625000 Penalty: 2963.992920
	Iteration 17Q: 3 clusters Score -1143313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1143328.000000 Penalty: 2963.992920
	Iteration 18Q: 3 clusters Score -1143328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1143342.750000 Penalty: 2963.992920
	Iteration 19Q: 3 clusters Score -1143343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1143356.125000 Penalty: 2963.992920
	Iteration 20F: 3 clusters Score -1143356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1143365.625000 Penalty: 2963.992920
	Iteration 21Q: 3 clusters Score -1143366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1143374.875000 Penalty: 2963.992920
	Iteration 22Q: 3 clusters Score -1143375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1143386.625000 Penalty: 2963.992920
	Iteration 23Q: 3 clusters Score -1143387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1143394.750000 Penalty: 2963.992920
	Iteration 24Q: 3 clusters Score -1143395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1143403.000000 Penalty: 2963.992920
	Iteration 25Q: 3 clusters Score -1143403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1143409.875000 Penalty: 2963.992920
	Iteration 26Q: 3 clusters Score -1143410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1143417.375000 Penalty: 2963.992920
	Iteration 27Q: 3 clusters Score -1143417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1143421.875000 Penalty: 2963.992920
	Iteration 28Q: 3 clusters Score -1143422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1143424.125000 Penalty: 2963.992920
	Iteration 29Q: 3 clusters Score -1143424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1143432.625000 Penalty: 2963.992920
	Iteration 30Q: 3 clusters Score -1143433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1143437.500000 Penalty: 2963.992920
	Iteration 31Q: 3 clusters Score -1143438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1143441.000000 Penalty: 2963.992920
	Iteration 32Q: 3 clusters Score -1143441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1143442.750000 Penalty: 2963.992920
	Iteration 33Q: 3 clusters Score -1143443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1143448.000000 Penalty: 2963.992920
	Iteration 34Q: 3 clusters Score -1143448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1143454.000000 Penalty: 2963.992920
	Iteration 35Q: 3 clusters Score -1143454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1143456.250000 Penalty: 2963.992920
	Iteration 36Q: 3 clusters Score -1143456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1143457.500000 Penalty: 2963.992920
	Iteration 37Q: 3 clusters Score -1143458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1143456.250000 Penalty: 2963.992920
	Iteration 38Q: 3 clusters Score -1143456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1143458.000000 Penalty: 2963.992920
	Iteration 39Q: 3 clusters Score -1143458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1143460.875000 Penalty: 2963.992920
	Iteration 40F: 3 clusters Score -1143461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1143462.375000 Penalty: 2963.992920
	Iteration 41Q: 3 clusters Score -1143462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1143464.375000 Penalty: 2963.992920
	Iteration 42Q: 3 clusters Score -1143464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1143467.875000 Penalty: 2963.992920
	Iteration 43Q: 3 clusters Score -1143468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1143469.500000 Penalty: 2963.992920
	Iteration 44Q: 3 clusters Score -1143470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1143470.625000 Penalty: 2963.992920
	Iteration 45Q: 3 clusters Score -1143471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1143473.375000 Penalty: 2963.992920
	Iteration 46Q: 3 clusters Score -1143473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1143477.750000 Penalty: 2963.992920
	Iteration 47Q: 3 clusters Score -1143478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1143476.125000 Penalty: 2963.992920
	Iteration 48Q: 3 clusters Score -1143476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1143475.000000 Penalty: 2963.992920
	Iteration 49Q: 3 clusters Score -1143475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1143477.375000 Penalty: 2963.992920
	Iteration 50Q: 3 clusters Score -1143477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1143475.500000 Penalty: 2963.992920
	Iteration 51Q: 3 clusters Score -1143476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1143476.625000 Penalty: 2963.992920
	Iteration 52Q: 3 clusters Score -1143477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1143477.375000 Penalty: 2963.992920
	Iteration 53Q: 3 clusters Score -1143477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1143476.375000 Penalty: 2963.992920
	Iteration 54Q: 3 clusters Score -1143476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1143478.625000 Penalty: 2963.992920
	Iteration 55Q: 3 clusters Score -1143479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1143478.125000 Penalty: 2963.992920
	Iteration 56Q: 3 clusters Score -1143478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1143478.125000 Penalty: 2963.992920
	Iteration 57F: 3 clusters Score -1143478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Entering Unmasked Estep 
Score: -5448080.500000 Penalty: 1732.883179
	Iteration 0F: 2 clusters Score -5448080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -5419453.500000 Penalty: 3465.766357
	Iteration 0F: 3 clusters Score -5419454 nChanged 19961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -5430938.000000 Penalty: 3465.766357
	Iteration 1F: 3 clusters Score -5430938 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -5431807.500000 Penalty: 3465.766357
	Iteration 2Q: 3 clusters Score -5431808 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -5432971.000000 Penalty: 3465.766357
	Iteration 3F: 3 clusters Score -5432971 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -5434503.000000 Penalty: 3465.766357
	Iteration 4F: 3 clusters Score -5434503 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -5436271.000000 Penalty: 3465.766357
	Iteration 5F: 3 clusters Score -5436271 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -5438081.500000 Penalty: 3465.766357
	Iteration 6F: 3 clusters Score -5438082 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -5439936.000000 Penalty: 3465.766357
	Iteration 7F: 3 clusters Score -5439936 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -5441826.000000 Penalty: 3465.766357
	Iteration 8F: 3 clusters Score -5441826 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -5443519.500000 Penalty: 3465.766357
	Iteration 9Q: 3 clusters Score -5443520 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -5444620.000000 Penalty: 3465.766357
	Iteration 10Q: 3 clusters Score -5444620 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -5445193.000000 Penalty: 3465.766357
	Iteration 11Q: 3 clusters Score -5445193 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -5445465.500000 Penalty: 3465.766357
	Iteration 12Q: 3 clusters Score -5445466 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -5445599.000000 Penalty: 3465.766357
	Iteration 13Q: 3 clusters Score -5445599 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -5445698.500000 Penalty: 3465.766357
	Iteration 14Q: 3 clusters Score -5445698 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -5445748.000000 Penalty: 3465.766357
	Iteration 15Q: 3 clusters Score -5445748 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -5445798.500000 Penalty: 3465.766357
	Iteration 16Q: 3 clusters Score -5445798 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -5445810.500000 Penalty: 3465.766357
	Iteration 17Q: 3 clusters Score -5445810 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -5445831.000000 Penalty: 3465.766357
	Iteration 18Q: 3 clusters Score -5445831 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -5445864.000000 Penalty: 3465.766357
	Iteration 19Q: 3 clusters Score -5445864 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -5445877.000000 Penalty: 3465.766357
	Iteration 20F: 3 clusters Score -5445877 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -5445885.000000 Penalty: 3465.766357
	Iteration 21Q: 3 clusters Score -5445885 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -5445882.000000 Penalty: 3465.766357
	Iteration 22Q: 3 clusters Score -5445882 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -5445890.000000 Penalty: 3465.766357
	Iteration 23Q: 3 clusters Score -5445890 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -5445923.000000 Penalty: 3465.766357
	Iteration 24Q: 3 clusters Score -5445923 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -5445918.000000 Penalty: 3465.766357
	Iteration 25Q: 3 clusters Score -5445918 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -5445942.000000 Penalty: 3465.766357
	Iteration 26Q: 3 clusters Score -5445942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -5445938.500000 Penalty: 3465.766357
	Iteration 27Q: 3 clusters Score -5445938 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -5445940.500000 Penalty: 3465.766357
	Iteration 28Q: 3 clusters Score -5445940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -5445930.500000 Penalty: 3465.766357
	Iteration 29Q: 3 clusters Score -5445930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -5445938.000000 Penalty: 3465.766357
	Iteration 30Q: 3 clusters Score -5445938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -5445939.000000 Penalty: 3465.766357
	Iteration 31Q: 3 clusters Score -5445939 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -5445945.000000 Penalty: 3465.766357
	Iteration 32Q: 3 clusters Score -5445945 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -5445945.500000 Penalty: 3465.766357
	Iteration 33Q: 3 clusters Score -5445946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -5445958.500000 Penalty: 3465.766357
	Iteration 34Q: 3 clusters Score -5445958 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -5445954.500000 Penalty: 3465.766357
	Iteration 35Q: 3 clusters Score -5445954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -5445956.000000 Penalty: 3465.766357
	Iteration 36Q: 3 clusters Score -5445956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -5445957.000000 Penalty: 3465.766357
	Iteration 37Q: 3 clusters Score -5445957 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -5445973.000000 Penalty: 3465.766357
	Iteration 38Q: 3 clusters Score -5445973 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -5445975.000000 Penalty: 3465.766357
	Iteration 39Q: 3 clusters Score -5445975 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -5445974.500000 Penalty: 3465.766357
	Iteration 40F: 3 clusters Score -5445974 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -5445970.500000 Penalty: 3465.766357
	Iteration 41Q: 3 clusters Score -5445970 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -5445973.500000 Penalty: 3465.766357
	Iteration 42Q: 3 clusters Score -5445974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -5445977.000000 Penalty: 3465.766357
	Iteration 43Q: 3 clusters Score -5445977 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -5445983.500000 Penalty: 3465.766357
	Iteration 44Q: 3 clusters Score -5445984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -5445985.500000 Penalty: 3465.766357
	Iteration 45Q: 3 clusters Score -5445986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -5445997.500000 Penalty: 3465.766357
	Iteration 46Q: 3 clusters Score -5445998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -5446005.000000 Penalty: 3465.766357
	Iteration 47Q: 3 clusters Score -5446005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -5446003.500000 Penalty: 3465.766357
	Iteration 48Q: 3 clusters Score -5446004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -5446005.000000 Penalty: 3465.766357
	Iteration 49Q: 3 clusters Score -5446005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -5446007.500000 Penalty: 3465.766357
	Iteration 50Q: 3 clusters Score -5446008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -5446002.000000 Penalty: 3465.766357
	Iteration 51Q: 3 clusters Score -5446002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -5446005.500000 Penalty: 3465.766357
	Iteration 52Q: 3 clusters Score -5446006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -5446000.000000 Penalty: 3465.766357
	Iteration 53Q: 3 clusters Score -5446000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -5446002.000000 Penalty: 3465.766357
	Iteration 54Q: 3 clusters Score -5446002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -5446000.000000 Penalty: 3465.766357
	Iteration 55Q: 3 clusters Score -5446000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -5446007.000000 Penalty: 3465.766357
	Iteration 56Q: 3 clusters Score -5446007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -5445999.500000 Penalty: 3465.766357
	Iteration 57Q: 3 clusters Score -5446000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -5446007.500000 Penalty: 3465.766357
	Iteration 58Q: 3 clusters Score -5446008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -5446014.000000 Penalty: 3465.766357
	Iteration 59Q: 3 clusters Score -5446014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -5446024.500000 Penalty: 3465.766357
	Iteration 60F: 3 clusters Score -5446024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -5446029.500000 Penalty: 3465.766357
	Iteration 61Q: 3 clusters Score -5446030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -5446022.500000 Penalty: 3465.766357
	Iteration 62Q: 3 clusters Score -5446022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -5446028.000000 Penalty: 3465.766357
	Iteration 63Q: 3 clusters Score -5446028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -5446027.000000 Penalty: 3465.766357
	Iteration 64Q: 3 clusters Score -5446027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -5446028.500000 Penalty: 3465.766357
	Iteration 65Q: 3 clusters Score -5446028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -5446013.000000 Penalty: 3465.766357
	Iteration 66Q: 3 clusters Score -5446013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -5446020.000000 Penalty: 3465.766357
	Iteration 67Q: 3 clusters Score -5446020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -5446026.000000 Penalty: 3465.766357
	Iteration 68Q: 3 clusters Score -5446026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -5446025.000000 Penalty: 3465.766357
	Iteration 69Q: 3 clusters Score -5446025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -5446034.500000 Penalty: 3465.766357
	Iteration 70Q: 3 clusters Score -5446034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -5446035.500000 Penalty: 3465.766357
	Iteration 71Q: 3 clusters Score -5446036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -5446043.000000 Penalty: 3465.766357
	Iteration 72Q: 3 clusters Score -5446043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -5446046.000000 Penalty: 3465.766357
	Iteration 73Q: 3 clusters Score -5446046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -5446039.500000 Penalty: 3465.766357
	Iteration 74Q: 3 clusters Score -5446040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -5446052.000000 Penalty: 3465.766357
	Iteration 75Q: 3 clusters Score -5446052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -5446054.500000 Penalty: 3465.766357
	Iteration 76Q: 3 clusters Score -5446054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -5446050.000000 Penalty: 3465.766357
	Iteration 77Q: 3 clusters Score -5446050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -5446052.000000 Penalty: 3465.766357
	Iteration 78Q: 3 clusters Score -5446052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -5446046.500000 Penalty: 3465.766357
	Iteration 79Q: 3 clusters Score -5446046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -5446039.500000 Penalty: 3465.766357
	Iteration 80F: 3 clusters Score -5446040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -5446045.500000 Penalty: 3465.766357
	Iteration 81Q: 3 clusters Score -5446046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -5446034.000000 Penalty: 3465.766357
	Iteration 82Q: 3 clusters Score -5446034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -5446031.000000 Penalty: 3465.766357
	Iteration 83Q: 3 clusters Score -5446031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -5446034.500000 Penalty: 3465.766357
	Iteration 84Q: 3 clusters Score -5446034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -5446036.000000 Penalty: 3465.766357
	Iteration 85Q: 3 clusters Score -5446036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -5446042.000000 Penalty: 3465.766357
	Iteration 86Q: 3 clusters Score -5446042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -5446039.000000 Penalty: 3465.766357
	Iteration 87Q: 3 clusters Score -5446039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -5446047.500000 Penalty: 3465.766357
	Iteration 88Q: 3 clusters Score -5446048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -5446037.500000 Penalty: 3465.766357
	Iteration 89Q: 3 clusters Score -5446038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -5446032.000000 Penalty: 3465.766357
	Iteration 90Q: 3 clusters Score -5446032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -5446029.000000 Penalty: 3465.766357
	Iteration 91Q: 3 clusters Score -5446029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -5446019.500000 Penalty: 3465.766357
	Iteration 92Q: 3 clusters Score -5446020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -5446023.500000 Penalty: 3465.766357
	Iteration 93Q: 3 clusters Score -5446024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -5446016.000000 Penalty: 3465.766357
	Iteration 94Q: 3 clusters Score -5446016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -5446020.500000 Penalty: 3465.766357
	Iteration 95Q: 3 clusters Score -5446020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -5446020.500000 Penalty: 3465.766357
	Iteration 96Q: 3 clusters Score -5446020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -5446026.500000 Penalty: 3465.766357
	Iteration 97Q: 3 clusters Score -5446026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -5446024.000000 Penalty: 3465.766357
	Iteration 98Q: 3 clusters Score -5446024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -5446027.000000 Penalty: 3465.766357
	Iteration 99Q: 3 clusters Score -5446027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -5446031.000000 Penalty: 3465.766357
	Iteration 100F: 3 clusters Score -5446031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -5446024.500000 Penalty: 3465.766357
	Iteration 101Q: 3 clusters Score -5446024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -5446026.500000 Penalty: 3465.766357
	Iteration 102Q: 3 clusters Score -5446026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -5446036.000000 Penalty: 3465.766357
	Iteration 103Q: 3 clusters Score -5446036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -5446032.000000 Penalty: 3465.766357
	Iteration 104Q: 3 clusters Score -5446032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -5446045.500000 Penalty: 3465.766357
	Iteration 105Q: 3 clusters Score -5446046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -5446041.000000 Penalty: 3465.766357
	Iteration 106Q: 3 clusters Score -5446041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -5446043.000000 Penalty: 3465.766357
	Iteration 107Q: 3 clusters Score -5446043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -5446043.000000 Penalty: 3465.766357
	Iteration 108Q: 3 clusters Score -5446043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -5446039.000000 Penalty: 3465.766357
	Iteration 109Q: 3 clusters Score -5446039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -5446030.500000 Penalty: 3465.766357
	Iteration 110Q: 3 clusters Score -5446030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -5446038.000000 Penalty: 3465.766357
	Iteration 111Q: 3 clusters Score -5446038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -5446034.500000 Penalty: 3465.766357
	Iteration 112Q: 3 clusters Score -5446034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -5446040.500000 Penalty: 3465.766357
	Iteration 113Q: 3 clusters Score -5446040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -5446040.000000 Penalty: 3465.766357
	Iteration 114Q: 3 clusters Score -5446040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -5446039.500000 Penalty: 3465.766357
	Iteration 115Q: 3 clusters Score -5446040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -5446042.000000 Penalty: 3465.766357
	Iteration 116Q: 3 clusters Score -5446042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -5446037.500000 Penalty: 3465.766357
	Iteration 117Q: 3 clusters Score -5446038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -5446040.500000 Penalty: 3465.766357
	Iteration 118Q: 3 clusters Score -5446040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -5446042.500000 Penalty: 3465.766357
	Iteration 119Q: 3 clusters Score -5446042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -5446042.000000 Penalty: 3465.766357
	Iteration 120F: 3 clusters Score -5446042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -5446043.000000 Penalty: 3465.766357
	Iteration 121Q: 3 clusters Score -5446043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -5446037.000000 Penalty: 3465.766357
	Iteration 122Q: 3 clusters Score -5446037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -5446039.000000 Penalty: 3465.766357
	Iteration 123Q: 3 clusters Score -5446039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -5446024.500000 Penalty: 3465.766357
	Iteration 124Q: 3 clusters Score -5446024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -5446032.000000 Penalty: 3465.766357
	Iteration 125Q: 3 clusters Score -5446032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -5446045.000000 Penalty: 3465.766357
	Iteration 126Q: 3 clusters Score -5446045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5446045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -5446043.500000 Penalty: 3465.766357
	Iteration 128Q: 3 clusters Score -5446044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -5446059.500000 Penalty: 3465.766357
	Iteration 129Q: 3 clusters Score -5446060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -5446061.500000 Penalty: 3465.766357
	Iteration 130Q: 3 clusters Score -5446062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5446060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -5446065.000000 Penalty: 3465.766357
	Iteration 132Q: 3 clusters Score -5446065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10334 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 32530 members 
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	Iteration 137Q: 3 clusters Score -5446092 nChanged 57
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Mstep: Class 1 contains 10149 members 
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Mstep: Class 1 contains 10097 members 
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Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 32738 members 
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	Iteration 140F: 3 clusters Score -5446098 nChanged 43
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Mstep: Class 1 contains 10002 members 
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	Iteration 141Q: 3 clusters Score -5446110 nChanged 42
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Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9930 members 
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	Iteration 143Q: 3 clusters Score -5446116 nChanged 34
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Mstep: Class 2 contains 33534 members 
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	Iteration 160F: 3 clusters Score -5446168 nChanged 32
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Mstep: Class 1 contains 8978 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8863 members 
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Mstep: Class 1 contains 8855 members 
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	Iteration 178Q: 3 clusters Score -5446180 nChanged 4
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	Iteration 179Q: 3 clusters Score -5446179 nChanged 7
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	Iteration 180F: 3 clusters Score -5446188 nChanged 8
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Mstep: Class 1 contains 8830 members 
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Mstep: Class 1 contains 8826 members 
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	Iteration 183Q: 3 clusters Score -5446192 nChanged 2
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	Iteration 185Q: 3 clusters Score -5446186 nChanged 4
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Mstep: Class 1 contains 8813 members 
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Mstep: Class 1 contains 8810 members 
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Mstep: Class 1 contains 8808 members 
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	Iteration 192Q: 3 clusters Score -5446194 nChanged 9
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	Iteration 193Q: 3 clusters Score -5446195 nChanged 9
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	Iteration 194Q: 3 clusters Score -5446189 nChanged 8
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Mstep: Class 1 contains 8767 members 
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Mstep: Class 1 contains 8758 members 
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	Iteration 196Q: 3 clusters Score -5446194 nChanged 8
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	Iteration 197Q: 3 clusters Score -5446195 nChanged 5
Entering Unmasked Mstep 
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	Iteration 198Q: 3 clusters Score -5446202 nChanged 4
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	Iteration 199Q: 3 clusters Score -5446197 nChanged 10
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	Iteration 200F: 3 clusters Score -5446196 nChanged 16
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Mstep: Class 1 contains 8715 members 
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	Iteration 201Q: 3 clusters Score -5446192 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8680 members 
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	Iteration 206Q: 3 clusters Score -5446200 nChanged 19
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5446206 nChanged 17
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	Iteration 211Q: 3 clusters Score -5446204 nChanged 7
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	Iteration 212Q: 3 clusters Score -5446204 nChanged 5
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	Iteration 213Q: 3 clusters Score -5446210 nChanged 5
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	Iteration 214Q: 3 clusters Score -5446206 nChanged 5
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	Iteration 215Q: 3 clusters Score -5446200 nChanged 2
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	Iteration 216Q: 3 clusters Score -5446202 nChanged 3
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	Iteration 217Q: 3 clusters Score -5446199 nChanged 3
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	Iteration 220F: 3 clusters Score -5446200 nChanged 7
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	Iteration 225Q: 3 clusters Score -5446204 nChanged 6
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	Iteration 226Q: 3 clusters Score -5446202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -5446213.500000 Penalty: 3465.766357
	Iteration 227Q: 3 clusters Score -5446214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -5446208.000000 Penalty: 3465.766357
	Iteration 228Q: 3 clusters Score -5446208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -5446210.000000 Penalty: 3465.766357
	Iteration 229Q: 3 clusters Score -5446210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -5446202.500000 Penalty: 3465.766357
	Iteration 230Q: 3 clusters Score -5446202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -5446209.500000 Penalty: 3465.766357
	Iteration 231Q: 3 clusters Score -5446210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -5446216.000000 Penalty: 3465.766357
	Iteration 232Q: 3 clusters Score -5446216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -5446197.000000 Penalty: 3465.766357
	Iteration 233Q: 3 clusters Score -5446197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -5446203.000000 Penalty: 3465.766357
	Iteration 234Q: 3 clusters Score -5446203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -5446205.000000 Penalty: 3465.766357
	Iteration 235Q: 3 clusters Score -5446205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -5446199.500000 Penalty: 3465.766357
	Iteration 236Q: 3 clusters Score -5446200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -5446201.000000 Penalty: 3465.766357
	Iteration 237Q: 3 clusters Score -5446201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -5446207.500000 Penalty: 3465.766357
	Iteration 238Q: 3 clusters Score -5446208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -5446211.000000 Penalty: 3465.766357
	Iteration 239Q: 3 clusters Score -5446211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -5446211.000000 Penalty: 3465.766357
	Iteration 240F: 3 clusters Score -5446211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -5446214.500000 Penalty: 3465.766357
	Iteration 241Q: 3 clusters Score -5446214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -5446215.000000 Penalty: 3465.766357
	Iteration 242Q: 3 clusters Score -5446215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -5446213.500000 Penalty: 3465.766357
	Iteration 243Q: 3 clusters Score -5446214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -5446214.500000 Penalty: 3465.766357
	Iteration 244Q: 3 clusters Score -5446214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -5446218.000000 Penalty: 3465.766357
	Iteration 245Q: 3 clusters Score -5446218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -5446216.500000 Penalty: 3465.766357
	Iteration 246Q: 3 clusters Score -5446216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -5446219.000000 Penalty: 3465.766357
	Iteration 247Q: 3 clusters Score -5446219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -5446216.000000 Penalty: 3465.766357
	Iteration 248Q: 3 clusters Score -5446216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -5446217.500000 Penalty: 3465.766357
	Iteration 249Q: 3 clusters Score -5446218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -5446222.500000 Penalty: 3465.766357
	Iteration 250Q: 3 clusters Score -5446222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -5446221.500000 Penalty: 3465.766357
	Iteration 251Q: 3 clusters Score -5446222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -5446223.500000 Penalty: 3465.766357
	Iteration 252Q: 3 clusters Score -5446224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -5446223.500000 Penalty: 3465.766357
	Iteration 253Q: 3 clusters Score -5446224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -5446224.500000 Penalty: 3465.766357
	Iteration 254Q: 3 clusters Score -5446224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -5446227.000000 Penalty: 3465.766357
	Iteration 255Q: 3 clusters Score -5446227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -5446226.000000 Penalty: 3465.766357
	Iteration 256Q: 3 clusters Score -5446226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -5446224.000000 Penalty: 3465.766357
	Iteration 257Q: 3 clusters Score -5446224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -5446224.000000 Penalty: 3465.766357
	Iteration 258F: 3 clusters Score -5446224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -172382.796875 Penalty: 1180.632324
	Iteration 0F: 2 clusters Score -172382.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -170645.515625 Penalty: 2361.264648
	Iteration 0F: 3 clusters Score -170645.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -170990.250000 Penalty: 2361.264648
	Iteration 1F: 3 clusters Score -170990.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -171096.046875 Penalty: 2361.264648
	Iteration 2F: 3 clusters Score -171096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -171155.625000 Penalty: 2361.264648
	Iteration 3Q: 3 clusters Score -171155.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -171196.562500 Penalty: 2361.264648
	Iteration 4Q: 3 clusters Score -171196.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -171223.593750 Penalty: 2361.264648
	Iteration 5Q: 3 clusters Score -171223.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -171247.046875 Penalty: 2361.264648
	Iteration 6Q: 3 clusters Score -171247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -171264.562500 Penalty: 2361.264648
	Iteration 7Q: 3 clusters Score -171264.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -171284.937500 Penalty: 2361.264648
	Iteration 8Q: 3 clusters Score -171284.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -171301.000000 Penalty: 2361.264648
	Iteration 9Q: 3 clusters Score -171301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -171312.171875 Penalty: 2361.264648
	Iteration 10Q: 3 clusters Score -171312.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -171326.937500 Penalty: 2361.264648
	Iteration 11Q: 3 clusters Score -171326.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -171344.234375 Penalty: 2361.264648
	Iteration 12Q: 3 clusters Score -171344.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -171358.218750 Penalty: 2361.264648
	Iteration 13Q: 3 clusters Score -171358.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -171367.671875 Penalty: 2361.264648
	Iteration 14Q: 3 clusters Score -171367.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -171377.109375 Penalty: 2361.264648
	Iteration 15Q: 3 clusters Score -171377.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -171386.281250 Penalty: 2361.264648
	Iteration 16Q: 3 clusters Score -171386.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -171391.921875 Penalty: 2361.264648
	Iteration 17Q: 3 clusters Score -171391.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -171393.500000 Penalty: 2361.264648
	Iteration 18Q: 3 clusters Score -171393.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -171394.765625 Penalty: 2361.264648
	Iteration 19Q: 3 clusters Score -171394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -171397.406250 Penalty: 2361.264648
	Iteration 20F: 3 clusters Score -171397.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -171398.875000 Penalty: 2361.264648
	Iteration 21Q: 3 clusters Score -171398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -171400.390625 Penalty: 2361.264648
	Iteration 22Q: 3 clusters Score -171400.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -171401.765625 Penalty: 2361.264648
	Iteration 23Q: 3 clusters Score -171401.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -171401.890625 Penalty: 2361.264648
	Iteration 24Q: 3 clusters Score -171401.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -171401.890625 Penalty: 2361.264648
	Iteration 25F: 3 clusters Score -171401.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Entering Unmasked Estep 
Score: -808680.437500 Penalty: 1424.817505
	Iteration 0F: 2 clusters Score -808680.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -803774.187500 Penalty: 2849.635010
	Iteration 0F: 3 clusters Score -803774.2 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -805136.437500 Penalty: 2849.635010
	Iteration 1F: 3 clusters Score -805136.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -805358.500000 Penalty: 2849.635010
	Iteration 2F: 3 clusters Score -805358.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -805553.250000 Penalty: 2849.635010
	Iteration 3F: 3 clusters Score -805553.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -805712.812500 Penalty: 2849.635010
	Iteration 4F: 3 clusters Score -805712.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -805845.750000 Penalty: 2849.635010
	Iteration 5Q: 3 clusters Score -805845.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -805968.687500 Penalty: 2849.635010
	Iteration 6Q: 3 clusters Score -805968.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -806088.562500 Penalty: 2849.635010
	Iteration 7Q: 3 clusters Score -806088.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -806184.812500 Penalty: 2849.635010
	Iteration 8Q: 3 clusters Score -806184.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -806291.125000 Penalty: 2849.635010
	Iteration 9Q: 3 clusters Score -806291.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -806414.000000 Penalty: 2849.635010
	Iteration 10Q: 3 clusters Score -806414 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -806556.375000 Penalty: 2849.635010
	Iteration 11Q: 3 clusters Score -806556.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -806691.687500 Penalty: 2849.635010
	Iteration 12Q: 3 clusters Score -806691.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -806840.937500 Penalty: 2849.635010
	Iteration 13Q: 3 clusters Score -806840.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -806996.687500 Penalty: 2849.635010
	Iteration 14Q: 3 clusters Score -806996.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -807119.687500 Penalty: 2849.635010
	Iteration 15Q: 3 clusters Score -807119.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -807201.000000 Penalty: 2849.635010
	Iteration 16Q: 3 clusters Score -807201 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -807252.000000 Penalty: 2849.635010
	Iteration 17Q: 3 clusters Score -807252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -807287.062500 Penalty: 2849.635010
	Iteration 18Q: 3 clusters Score -807287.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -807325.750000 Penalty: 2849.635010
	Iteration 19Q: 3 clusters Score -807325.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -807355.562500 Penalty: 2849.635010
	Iteration 20F: 3 clusters Score -807355.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -807373.875000 Penalty: 2849.635010
	Iteration 21Q: 3 clusters Score -807373.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -807384.250000 Penalty: 2849.635010
	Iteration 22Q: 3 clusters Score -807384.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -807395.375000 Penalty: 2849.635010
	Iteration 23Q: 3 clusters Score -807395.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -807401.812500 Penalty: 2849.635010
	Iteration 24Q: 3 clusters Score -807401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -807406.625000 Penalty: 2849.635010
	Iteration 25Q: 3 clusters Score -807406.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -807408.625000 Penalty: 2849.635010
	Iteration 26Q: 3 clusters Score -807408.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -807412.312500 Penalty: 2849.635010
	Iteration 27Q: 3 clusters Score -807412.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -807417.312500 Penalty: 2849.635010
	Iteration 28Q: 3 clusters Score -807417.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -807422.812500 Penalty: 2849.635010
	Iteration 29Q: 3 clusters Score -807422.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -807424.437500 Penalty: 2849.635010
	Iteration 30Q: 3 clusters Score -807424.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -807426.562500 Penalty: 2849.635010
	Iteration 31Q: 3 clusters Score -807426.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -807429.187500 Penalty: 2849.635010
	Iteration 32Q: 3 clusters Score -807429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -807429.500000 Penalty: 2849.635010
	Iteration 33Q: 3 clusters Score -807429.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -807433.062500 Penalty: 2849.635010
	Iteration 34Q: 3 clusters Score -807433.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -807436.312500 Penalty: 2849.635010
	Iteration 35Q: 3 clusters Score -807436.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -807438.687500 Penalty: 2849.635010
	Iteration 36Q: 3 clusters Score -807438.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -807440.000000 Penalty: 2849.635010
	Iteration 37Q: 3 clusters Score -807440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -807442.125000 Penalty: 2849.635010
	Iteration 38Q: 3 clusters Score -807442.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -807446.625000 Penalty: 2849.635010
	Iteration 39Q: 3 clusters Score -807446.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -807456.687500 Penalty: 2849.635010
	Iteration 40F: 3 clusters Score -807456.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -807464.000000 Penalty: 2849.635010
	Iteration 41Q: 3 clusters Score -807464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -807472.562500 Penalty: 2849.635010
	Iteration 42Q: 3 clusters Score -807472.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -807480.812500 Penalty: 2849.635010
	Iteration 43Q: 3 clusters Score -807480.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -807488.812500 Penalty: 2849.635010
	Iteration 44Q: 3 clusters Score -807488.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -807502.937500 Penalty: 2849.635010
	Iteration 45Q: 3 clusters Score -807502.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -807522.562500 Penalty: 2849.635010
	Iteration 46Q: 3 clusters Score -807522.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -807530.312500 Penalty: 2849.635010
	Iteration 47Q: 3 clusters Score -807530.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -807540.312500 Penalty: 2849.635010
	Iteration 48Q: 3 clusters Score -807540.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -807549.000000 Penalty: 2849.635010
	Iteration 49Q: 3 clusters Score -807549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -807555.375000 Penalty: 2849.635010
	Iteration 50Q: 3 clusters Score -807555.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -807564.000000 Penalty: 2849.635010
	Iteration 51Q: 3 clusters Score -807564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -807572.875000 Penalty: 2849.635010
	Iteration 52Q: 3 clusters Score -807572.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -807576.687500 Penalty: 2849.635010
	Iteration 53Q: 3 clusters Score -807576.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -807577.687500 Penalty: 2849.635010
	Iteration 54Q: 3 clusters Score -807577.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -807578.625000 Penalty: 2849.635010
	Iteration 55Q: 3 clusters Score -807578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -807579.500000 Penalty: 2849.635010
	Iteration 56Q: 3 clusters Score -807579.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -807579.500000 Penalty: 2849.635010
	Iteration 57F: 3 clusters Score -807579.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Entering Unmasked Estep 
Score: -615826.125000 Penalty: 1394.612671
	Iteration 0F: 2 clusters Score -615826.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -611646.812500 Penalty: 2789.225342
	Iteration 0F: 3 clusters Score -611646.8 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -612969.562500 Penalty: 2789.225342
	Iteration 1F: 3 clusters Score -612969.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -613283.812500 Penalty: 2789.225342
	Iteration 2F: 3 clusters Score -613283.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -613559.187500 Penalty: 2789.225342
	Iteration 3F: 3 clusters Score -613559.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -613787.812500 Penalty: 2789.225342
	Iteration 4F: 3 clusters Score -613787.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -613989.437500 Penalty: 2789.225342
	Iteration 5F: 3 clusters Score -613989.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -614140.812500 Penalty: 2789.225342
	Iteration 6Q: 3 clusters Score -614140.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -614242.750000 Penalty: 2789.225342
	Iteration 7Q: 3 clusters Score -614242.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -614320.125000 Penalty: 2789.225342
	Iteration 8Q: 3 clusters Score -614320.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -614380.062500 Penalty: 2789.225342
	Iteration 9Q: 3 clusters Score -614380.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -614428.312500 Penalty: 2789.225342
	Iteration 10Q: 3 clusters Score -614428.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -614467.500000 Penalty: 2789.225342
	Iteration 11Q: 3 clusters Score -614467.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -614502.750000 Penalty: 2789.225342
	Iteration 12Q: 3 clusters Score -614502.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -614525.437500 Penalty: 2789.225342
	Iteration 13Q: 3 clusters Score -614525.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -614545.312500 Penalty: 2789.225342
	Iteration 14Q: 3 clusters Score -614545.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -614560.875000 Penalty: 2789.225342
	Iteration 15Q: 3 clusters Score -614560.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -614572.500000 Penalty: 2789.225342
	Iteration 16Q: 3 clusters Score -614572.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -614583.562500 Penalty: 2789.225342
	Iteration 17Q: 3 clusters Score -614583.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -614591.000000 Penalty: 2789.225342
	Iteration 18Q: 3 clusters Score -614591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -614597.250000 Penalty: 2789.225342
	Iteration 19Q: 3 clusters Score -614597.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -614601.937500 Penalty: 2789.225342
	Iteration 20F: 3 clusters Score -614601.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -614609.875000 Penalty: 2789.225342
	Iteration 21Q: 3 clusters Score -614609.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -614616.812500 Penalty: 2789.225342
	Iteration 22Q: 3 clusters Score -614616.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -614625.875000 Penalty: 2789.225342
	Iteration 23Q: 3 clusters Score -614625.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -614632.000000 Penalty: 2789.225342
	Iteration 24Q: 3 clusters Score -614632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -614642.000000 Penalty: 2789.225342
	Iteration 25Q: 3 clusters Score -614642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -614648.562500 Penalty: 2789.225342
	Iteration 26Q: 3 clusters Score -614648.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -614651.625000 Penalty: 2789.225342
	Iteration 27Q: 3 clusters Score -614651.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -614658.812500 Penalty: 2789.225342
	Iteration 28Q: 3 clusters Score -614658.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -614664.875000 Penalty: 2789.225342
	Iteration 29Q: 3 clusters Score -614664.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -614671.000000 Penalty: 2789.225342
	Iteration 30Q: 3 clusters Score -614671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -614675.687500 Penalty: 2789.225342
	Iteration 31Q: 3 clusters Score -614675.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -614680.187500 Penalty: 2789.225342
	Iteration 32Q: 3 clusters Score -614680.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -614684.687500 Penalty: 2789.225342
	Iteration 33Q: 3 clusters Score -614684.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -614686.875000 Penalty: 2789.225342
	Iteration 34Q: 3 clusters Score -614686.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -614689.375000 Penalty: 2789.225342
	Iteration 35Q: 3 clusters Score -614689.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -614693.125000 Penalty: 2789.225342
	Iteration 36Q: 3 clusters Score -614693.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -614698.187500 Penalty: 2789.225342
	Iteration 37Q: 3 clusters Score -614698.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -614705.250000 Penalty: 2789.225342
	Iteration 38Q: 3 clusters Score -614705.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -614710.062500 Penalty: 2789.225342
	Iteration 39Q: 3 clusters Score -614710.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -614716.750000 Penalty: 2789.225342
	Iteration 40F: 3 clusters Score -614716.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -614720.750000 Penalty: 2789.225342
	Iteration 41Q: 3 clusters Score -614720.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -614723.187500 Penalty: 2789.225342
	Iteration 42Q: 3 clusters Score -614723.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -614724.500000 Penalty: 2789.225342
	Iteration 43Q: 3 clusters Score -614724.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -614727.500000 Penalty: 2789.225342
	Iteration 44Q: 3 clusters Score -614727.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -614729.500000 Penalty: 2789.225342
	Iteration 45Q: 3 clusters Score -614729.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -614731.500000 Penalty: 2789.225342
	Iteration 46Q: 3 clusters Score -614731.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -614733.750000 Penalty: 2789.225342
	Iteration 47Q: 3 clusters Score -614733.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -614736.937500 Penalty: 2789.225342
	Iteration 48Q: 3 clusters Score -614736.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -614739.687500 Penalty: 2789.225342
	Iteration 49Q: 3 clusters Score -614739.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -614743.937500 Penalty: 2789.225342
	Iteration 50Q: 3 clusters Score -614743.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -614746.937500 Penalty: 2789.225342
	Iteration 51Q: 3 clusters Score -614746.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -614749.875000 Penalty: 2789.225342
	Iteration 52Q: 3 clusters Score -614749.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -614753.000000 Penalty: 2789.225342
	Iteration 53Q: 3 clusters Score -614753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -614756.250000 Penalty: 2789.225342
	Iteration 54Q: 3 clusters Score -614756.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -614760.875000 Penalty: 2789.225342
	Iteration 55Q: 3 clusters Score -614760.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -614763.875000 Penalty: 2789.225342
	Iteration 56Q: 3 clusters Score -614763.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -614767.562500 Penalty: 2789.225342
	Iteration 57Q: 3 clusters Score -614767.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -614771.812500 Penalty: 2789.225342
	Iteration 58Q: 3 clusters Score -614771.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -614777.312500 Penalty: 2789.225342
	Iteration 59Q: 3 clusters Score -614777.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -614779.000000 Penalty: 2789.225342
	Iteration 60F: 3 clusters Score -614779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -614779.687500 Penalty: 2789.225342
	Iteration 61Q: 3 clusters Score -614779.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -614784.437500 Penalty: 2789.225342
	Iteration 62Q: 3 clusters Score -614784.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -614787.125000 Penalty: 2789.225342
	Iteration 63Q: 3 clusters Score -614787.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -614789.312500 Penalty: 2789.225342
	Iteration 64Q: 3 clusters Score -614789.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -614791.187500 Penalty: 2789.225342
	Iteration 65Q: 3 clusters Score -614791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -614793.500000 Penalty: 2789.225342
	Iteration 66Q: 3 clusters Score -614793.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -614797.250000 Penalty: 2789.225342
	Iteration 67Q: 3 clusters Score -614797.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -614800.625000 Penalty: 2789.225342
	Iteration 68Q: 3 clusters Score -614800.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -614801.687500 Penalty: 2789.225342
	Iteration 69Q: 3 clusters Score -614801.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -614805.000000 Penalty: 2789.225342
	Iteration 70Q: 3 clusters Score -614805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -614807.312500 Penalty: 2789.225342
	Iteration 71Q: 3 clusters Score -614807.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -614811.000000 Penalty: 2789.225342
	Iteration 72Q: 3 clusters Score -614811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -614815.437500 Penalty: 2789.225342
	Iteration 73Q: 3 clusters Score -614815.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -614820.875000 Penalty: 2789.225342
	Iteration 74Q: 3 clusters Score -614820.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -614825.812500 Penalty: 2789.225342
	Iteration 75Q: 3 clusters Score -614825.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -614832.875000 Penalty: 2789.225342
	Iteration 76Q: 3 clusters Score -614832.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -614839.625000 Penalty: 2789.225342
	Iteration 77Q: 3 clusters Score -614839.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -614847.562500 Penalty: 2789.225342
	Iteration 78Q: 3 clusters Score -614847.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -614854.125000 Penalty: 2789.225342
	Iteration 79Q: 3 clusters Score -614854.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -614856.500000 Penalty: 2789.225342
	Iteration 80F: 3 clusters Score -614856.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -614859.750000 Penalty: 2789.225342
	Iteration 81Q: 3 clusters Score -614859.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -614861.125000 Penalty: 2789.225342
	Iteration 82Q: 3 clusters Score -614861.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -614864.000000 Penalty: 2789.225342
	Iteration 83Q: 3 clusters Score -614864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -614867.937500 Penalty: 2789.225342
	Iteration 84Q: 3 clusters Score -614867.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -614870.125000 Penalty: 2789.225342
	Iteration 85Q: 3 clusters Score -614870.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -614874.625000 Penalty: 2789.225342
	Iteration 86Q: 3 clusters Score -614874.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -614879.000000 Penalty: 2789.225342
	Iteration 87Q: 3 clusters Score -614879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -614880.812500 Penalty: 2789.225342
	Iteration 88Q: 3 clusters Score -614880.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -614885.375000 Penalty: 2789.225342
	Iteration 89Q: 3 clusters Score -614885.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -614887.250000 Penalty: 2789.225342
	Iteration 90Q: 3 clusters Score -614887.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -614888.562500 Penalty: 2789.225342
	Iteration 91Q: 3 clusters Score -614888.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -614888.250000 Penalty: 2789.225342
	Iteration 92Q: 3 clusters Score -614888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -614888.625000 Penalty: 2789.225342
	Iteration 93Q: 3 clusters Score -614888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -614890.062500 Penalty: 2789.225342
	Iteration 94Q: 3 clusters Score -614890.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -614891.375000 Penalty: 2789.225342
	Iteration 95Q: 3 clusters Score -614891.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -614891.000000 Penalty: 2789.225342
	Iteration 96Q: 3 clusters Score -614891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -614893.437500 Penalty: 2789.225342
	Iteration 97Q: 3 clusters Score -614893.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -614893.437500 Penalty: 2789.225342
	Iteration 98F: 3 clusters Score -614893.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -3344328.250000 Penalty: 1651.262085
	Iteration 0F: 2 clusters Score -3344328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3326910.500000 Penalty: 3302.524170
	Iteration 0F: 3 clusters Score -3326910 nChanged 11680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3333584.750000 Penalty: 3302.524170
	Iteration 1F: 3 clusters Score -3333585 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3334124.500000 Penalty: 3302.524170
	Iteration 2F: 3 clusters Score -3334124 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3334753.000000 Penalty: 3302.524170
	Iteration 3Q: 3 clusters Score -3334753 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3335444.000000 Penalty: 3302.524170
	Iteration 4F: 3 clusters Score -3335444 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3336146.500000 Penalty: 3302.524170
	Iteration 5F: 3 clusters Score -3336146 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3336809.000000 Penalty: 3302.524170
	Iteration 6F: 3 clusters Score -3336809 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3337458.250000 Penalty: 3302.524170
	Iteration 7F: 3 clusters Score -3337458 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3338042.250000 Penalty: 3302.524170
	Iteration 8Q: 3 clusters Score -3338042 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3338596.750000 Penalty: 3302.524170
	Iteration 9Q: 3 clusters Score -3338597 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3339158.750000 Penalty: 3302.524170
	Iteration 10Q: 3 clusters Score -3339159 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3339694.000000 Penalty: 3302.524170
	Iteration 11Q: 3 clusters Score -3339694 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -3340187.250000 Penalty: 3302.524170
	Iteration 12Q: 3 clusters Score -3340187 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3340625.000000 Penalty: 3302.524170
	Iteration 13Q: 3 clusters Score -3340625 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -3340972.000000 Penalty: 3302.524170
	Iteration 14Q: 3 clusters Score -3340972 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -3341265.000000 Penalty: 3302.524170
	Iteration 15Q: 3 clusters Score -3341265 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -3341504.250000 Penalty: 3302.524170
	Iteration 16Q: 3 clusters Score -3341504 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -3341751.750000 Penalty: 3302.524170
	Iteration 17Q: 3 clusters Score -3341752 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -3341918.750000 Penalty: 3302.524170
	Iteration 18Q: 3 clusters Score -3341919 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3342088.750000 Penalty: 3302.524170
	Iteration 19Q: 3 clusters Score -3342089 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -3342253.500000 Penalty: 3302.524170
	Iteration 20F: 3 clusters Score -3342254 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -3342398.750000 Penalty: 3302.524170
	Iteration 21Q: 3 clusters Score -3342399 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3342517.500000 Penalty: 3302.524170
	Iteration 22Q: 3 clusters Score -3342518 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3342594.000000 Penalty: 3302.524170
	Iteration 23Q: 3 clusters Score -3342594 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3342660.250000 Penalty: 3302.524170
	Iteration 24Q: 3 clusters Score -3342660 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3342728.500000 Penalty: 3302.524170
	Iteration 25Q: 3 clusters Score -3342728 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -3342794.000000 Penalty: 3302.524170
	Iteration 26Q: 3 clusters Score -3342794 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -3342847.750000 Penalty: 3302.524170
	Iteration 27Q: 3 clusters Score -3342848 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3342896.750000 Penalty: 3302.524170
	Iteration 28Q: 3 clusters Score -3342897 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3342929.000000 Penalty: 3302.524170
	Iteration 29Q: 3 clusters Score -3342929 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -3342967.000000 Penalty: 3302.524170
	Iteration 30Q: 3 clusters Score -3342967 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -3343001.750000 Penalty: 3302.524170
	Iteration 31Q: 3 clusters Score -3343002 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3343014.750000 Penalty: 3302.524170
	Iteration 32Q: 3 clusters Score -3343015 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -3343042.750000 Penalty: 3302.524170
	Iteration 33Q: 3 clusters Score -3343043 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3343077.000000 Penalty: 3302.524170
	Iteration 34Q: 3 clusters Score -3343077 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3343122.250000 Penalty: 3302.524170
	Iteration 35Q: 3 clusters Score -3343122 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3343149.500000 Penalty: 3302.524170
	Iteration 36Q: 3 clusters Score -3343150 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3343176.250000 Penalty: 3302.524170
	Iteration 37Q: 3 clusters Score -3343176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3343187.500000 Penalty: 3302.524170
	Iteration 38Q: 3 clusters Score -3343188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3343213.750000 Penalty: 3302.524170
	Iteration 39Q: 3 clusters Score -3343214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -3343245.750000 Penalty: 3302.524170
	Iteration 40F: 3 clusters Score -3343246 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3343259.500000 Penalty: 3302.524170
	Iteration 41Q: 3 clusters Score -3343260 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3343273.250000 Penalty: 3302.524170
	Iteration 42Q: 3 clusters Score -3343273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -3343295.500000 Penalty: 3302.524170
	Iteration 43Q: 3 clusters Score -3343296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -3343301.250000 Penalty: 3302.524170
	Iteration 44Q: 3 clusters Score -3343301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3343315.000000 Penalty: 3302.524170
	Iteration 45Q: 3 clusters Score -3343315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -3343329.750000 Penalty: 3302.524170
	Iteration 46Q: 3 clusters Score -3343330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3343333.750000 Penalty: 3302.524170
	Iteration 47Q: 3 clusters Score -3343334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3343345.500000 Penalty: 3302.524170
	Iteration 48Q: 3 clusters Score -3343346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3343350.750000 Penalty: 3302.524170
	Iteration 49Q: 3 clusters Score -3343351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3343354.250000 Penalty: 3302.524170
	Iteration 50Q: 3 clusters Score -3343354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3343354.500000 Penalty: 3302.524170
	Iteration 51Q: 3 clusters Score -3343354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3343353.250000 Penalty: 3302.524170
	Iteration 52Q: 3 clusters Score -3343353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3343355.000000 Penalty: 3302.524170
	Iteration 53Q: 3 clusters Score -3343355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3343358.500000 Penalty: 3302.524170
	Iteration 54Q: 3 clusters Score -3343358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3343354.750000 Penalty: 3302.524170
	Iteration 55Q: 3 clusters Score -3343355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3343353.750000 Penalty: 3302.524170
	Iteration 56Q: 3 clusters Score -3343354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3343351.250000 Penalty: 3302.524170
	Iteration 57Q: 3 clusters Score -3343351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3343353.000000 Penalty: 3302.524170
	Iteration 58Q: 3 clusters Score -3343353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3343351.250000 Penalty: 3302.524170
	Iteration 59Q: 3 clusters Score -3343351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -3343355.750000 Penalty: 3302.524170
	Iteration 60F: 3 clusters Score -3343356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3343353.500000 Penalty: 3302.524170
	Iteration 61Q: 3 clusters Score -3343354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3343352.750000 Penalty: 3302.524170
	Iteration 62Q: 3 clusters Score -3343353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3343353.750000 Penalty: 3302.524170
	Iteration 63Q: 3 clusters Score -3343354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3343355.750000 Penalty: 3302.524170
	Iteration 64Q: 3 clusters Score -3343356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -3343358.250000 Penalty: 3302.524170
	Iteration 65Q: 3 clusters Score -3343358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3343363.500000 Penalty: 3302.524170
	Iteration 66Q: 3 clusters Score -3343364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3343361.000000 Penalty: 3302.524170
	Iteration 67Q: 3 clusters Score -3343361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -3343361.500000 Penalty: 3302.524170
	Iteration 68Q: 3 clusters Score -3343362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3343359.000000 Penalty: 3302.524170
	Iteration 69Q: 3 clusters Score -3343359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3343361.750000 Penalty: 3302.524170
	Iteration 70Q: 3 clusters Score -3343362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3343361.750000 Penalty: 3302.524170
	Iteration 71Q: 3 clusters Score -3343362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3343362.500000 Penalty: 3302.524170
	Iteration 72Q: 3 clusters Score -3343362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3343357.750000 Penalty: 3302.524170
	Iteration 73Q: 3 clusters Score -3343358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3343357.750000 Penalty: 3302.524170
	Iteration 74Q: 3 clusters Score -3343358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3343355.750000 Penalty: 3302.524170
	Iteration 75Q: 3 clusters Score -3343356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3343359.750000 Penalty: 3302.524170
	Iteration 76Q: 3 clusters Score -3343360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3343358.250000 Penalty: 3302.524170
	Iteration 77Q: 3 clusters Score -3343358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3343360.000000 Penalty: 3302.524170
	Iteration 78Q: 3 clusters Score -3343360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3343360.500000 Penalty: 3302.524170
	Iteration 79Q: 3 clusters Score -3343360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -3343361.250000 Penalty: 3302.524170
	Iteration 80F: 3 clusters Score -3343361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -3343363.000000 Penalty: 3302.524170
	Iteration 81Q: 3 clusters Score -3343363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -3343363.750000 Penalty: 3302.524170
	Iteration 82Q: 3 clusters Score -3343364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3343360.000000 Penalty: 3302.524170
	Iteration 83Q: 3 clusters Score -3343360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3343361.000000 Penalty: 3302.524170
	Iteration 84Q: 3 clusters Score -3343361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3343364.500000 Penalty: 3302.524170
	Iteration 85Q: 3 clusters Score -3343364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -3343361.250000 Penalty: 3302.524170
	Iteration 86Q: 3 clusters Score -3343361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3343362.500000 Penalty: 3302.524170
	Iteration 87Q: 3 clusters Score -3343362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3343365.500000 Penalty: 3302.524170
	Iteration 88Q: 3 clusters Score -3343366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -3343365.500000 Penalty: 3302.524170
	Iteration 89Q: 3 clusters Score -3343366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3343366.750000 Penalty: 3302.524170
	Iteration 90Q: 3 clusters Score -3343367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3343368.250000 Penalty: 3302.524170
	Iteration 91Q: 3 clusters Score -3343368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3343368.250000 Penalty: 3302.524170
	Iteration 92F: 3 clusters Score -3343368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Entering Unmasked Estep 
Score: -3004399.750000 Penalty: 1635.308228
	Iteration 0F: 2 clusters Score -3004400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2988446.750000 Penalty: 3270.616455
	Iteration 0F: 3 clusters Score -2988447 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2994250.250000 Penalty: 3270.616455
	Iteration 1F: 3 clusters Score -2994250 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2994606.500000 Penalty: 3270.616455
	Iteration 2Q: 3 clusters Score -2994606 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2994983.750000 Penalty: 3270.616455
	Iteration 3Q: 3 clusters Score -2994984 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2995368.000000 Penalty: 3270.616455
	Iteration 4Q: 3 clusters Score -2995368 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2995779.750000 Penalty: 3270.616455
	Iteration 5Q: 3 clusters Score -2995780 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2996217.000000 Penalty: 3270.616455
	Iteration 6Q: 3 clusters Score -2996217 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2996673.500000 Penalty: 3270.616455
	Iteration 7Q: 3 clusters Score -2996674 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2997156.500000 Penalty: 3270.616455
	Iteration 8Q: 3 clusters Score -2997156 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2997624.250000 Penalty: 3270.616455
	Iteration 9Q: 3 clusters Score -2997624 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2998113.000000 Penalty: 3270.616455
	Iteration 10Q: 3 clusters Score -2998113 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2998549.250000 Penalty: 3270.616455
	Iteration 11Q: 3 clusters Score -2998549 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2998918.000000 Penalty: 3270.616455
	Iteration 12Q: 3 clusters Score -2998918 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2999168.250000 Penalty: 3270.616455
	Iteration 13Q: 3 clusters Score -2999168 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2999386.000000 Penalty: 3270.616455
	Iteration 14Q: 3 clusters Score -2999386 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2999523.750000 Penalty: 3270.616455
	Iteration 15Q: 3 clusters Score -2999524 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2999626.000000 Penalty: 3270.616455
	Iteration 16Q: 3 clusters Score -2999626 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2999712.500000 Penalty: 3270.616455
	Iteration 17Q: 3 clusters Score -2999712 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2999778.000000 Penalty: 3270.616455
	Iteration 18Q: 3 clusters Score -2999778 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2999829.750000 Penalty: 3270.616455
	Iteration 19Q: 3 clusters Score -2999830 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2999901.750000 Penalty: 3270.616455
	Iteration 20F: 3 clusters Score -2999902 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2999968.250000 Penalty: 3270.616455
	Iteration 21Q: 3 clusters Score -2999968 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -3000060.250000 Penalty: 3270.616455
	Iteration 22Q: 3 clusters Score -3000060 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -3000143.500000 Penalty: 3270.616455
	Iteration 23Q: 3 clusters Score -3000144 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -3000248.500000 Penalty: 3270.616455
	Iteration 24Q: 3 clusters Score -3000248 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3000351.000000 Penalty: 3270.616455
	Iteration 25Q: 3 clusters Score -3000351 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -3000455.250000 Penalty: 3270.616455
	Iteration 26Q: 3 clusters Score -3000455 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3000574.750000 Penalty: 3270.616455
	Iteration 27Q: 3 clusters Score -3000575 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -3000703.750000 Penalty: 3270.616455
	Iteration 28Q: 3 clusters Score -3000704 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3000837.000000 Penalty: 3270.616455
	Iteration 29Q: 3 clusters Score -3000837 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3000987.000000 Penalty: 3270.616455
	Iteration 30Q: 3 clusters Score -3000987 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -3001121.750000 Penalty: 3270.616455
	Iteration 31Q: 3 clusters Score -3001122 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3001270.250000 Penalty: 3270.616455
	Iteration 32Q: 3 clusters Score -3001270 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3001428.750000 Penalty: 3270.616455
	Iteration 33Q: 3 clusters Score -3001429 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -3001582.750000 Penalty: 3270.616455
	Iteration 34Q: 3 clusters Score -3001583 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -3001772.000000 Penalty: 3270.616455
	Iteration 35Q: 3 clusters Score -3001772 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3001933.000000 Penalty: 3270.616455
	Iteration 36Q: 3 clusters Score -3001933 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -3002090.250000 Penalty: 3270.616455
	Iteration 37Q: 3 clusters Score -3002090 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -3002273.000000 Penalty: 3270.616455
	Iteration 38Q: 3 clusters Score -3002273 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3002433.250000 Penalty: 3270.616455
	Iteration 39Q: 3 clusters Score -3002433 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3002555.250000 Penalty: 3270.616455
	Iteration 40F: 3 clusters Score -3002555 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3002663.750000 Penalty: 3270.616455
	Iteration 41Q: 3 clusters Score -3002664 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -3002742.250000 Penalty: 3270.616455
	Iteration 42Q: 3 clusters Score -3002742 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3002785.750000 Penalty: 3270.616455
	Iteration 43Q: 3 clusters Score -3002786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3002826.750000 Penalty: 3270.616455
	Iteration 44Q: 3 clusters Score -3002827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -3002856.500000 Penalty: 3270.616455
	Iteration 45Q: 3 clusters Score -3002856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -3002886.500000 Penalty: 3270.616455
	Iteration 46Q: 3 clusters Score -3002886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -3002902.250000 Penalty: 3270.616455
	Iteration 47Q: 3 clusters Score -3002902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3002923.750000 Penalty: 3270.616455
	Iteration 48Q: 3 clusters Score -3002924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3002934.250000 Penalty: 3270.616455
	Iteration 49Q: 3 clusters Score -3002934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3002953.500000 Penalty: 3270.616455
	Iteration 50Q: 3 clusters Score -3002954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3002967.750000 Penalty: 3270.616455
	Iteration 51Q: 3 clusters Score -3002968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3002975.250000 Penalty: 3270.616455
	Iteration 52Q: 3 clusters Score -3002975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3002987.000000 Penalty: 3270.616455
	Iteration 53Q: 3 clusters Score -3002987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3002994.250000 Penalty: 3270.616455
	Iteration 54Q: 3 clusters Score -3002994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3002999.500000 Penalty: 3270.616455
	Iteration 55Q: 3 clusters Score -3003000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3003002.250000 Penalty: 3270.616455
	Iteration 56Q: 3 clusters Score -3003002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3003005.000000 Penalty: 3270.616455
	Iteration 57Q: 3 clusters Score -3003005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3003005.000000 Penalty: 3270.616455
	Iteration 58F: 3 clusters Score -3003005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (117576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117576 members 
Entering Unmasked Estep 
Score: -15032601.000000 Penalty: 1897.161499
	Iteration 0F: 2 clusters Score -1.50326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59080 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -14954790.000000 Penalty: 3794.322998
	Iteration 0F: 3 clusters Score -1.495479e+07 nChanged 56424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -14988179.000000 Penalty: 3794.322998
	Iteration 1F: 3 clusters Score -1.498818e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -14989283.000000 Penalty: 3794.322998
	Iteration 2Q: 3 clusters Score -1.498928e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69636 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -14991025.000000 Penalty: 3794.322998
	Iteration 3Q: 3 clusters Score -1.499102e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75408 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -14993843.000000 Penalty: 3794.322998
	Iteration 4F: 3 clusters Score -1.499384e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83442 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -14998984.000000 Penalty: 3794.322998
	Iteration 5F: 3 clusters Score -1.499898e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -15006603.000000 Penalty: 3794.322998
	Iteration 6F: 3 clusters Score -1.50066e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102029 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -15014842.000000 Penalty: 3794.322998
	Iteration 7F: 3 clusters Score -1.501484e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108891 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -15021366.000000 Penalty: 3794.322998
	Iteration 8F: 3 clusters Score -1.502137e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112912 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -15026581.000000 Penalty: 3794.322998
	Iteration 9Q: 3 clusters Score -1.502658e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115299 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -15029147.000000 Penalty: 3794.322998
	Iteration 10Q: 3 clusters Score -1.502915e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116442 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -15030173.000000 Penalty: 3794.322998
	Iteration 11Q: 3 clusters Score -1.503017e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116929 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -15030601.000000 Penalty: 3794.322998
	Iteration 12Q: 3 clusters Score -1.50306e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117115 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -15030778.000000 Penalty: 3794.322998
	Iteration 13Q: 3 clusters Score -1.503078e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117184 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15030843.000000 Penalty: 3794.322998
	Iteration 14Q: 3 clusters Score -1.503084e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117206 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -15030881.000000 Penalty: 3794.322998
	Iteration 15Q: 3 clusters Score -1.503088e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117224 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -15030919.000000 Penalty: 3794.322998
	Iteration 16Q: 3 clusters Score -1.503092e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117239 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -15030930.000000 Penalty: 3794.322998
	Iteration 17Q: 3 clusters Score -1.503093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117251 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -15030960.000000 Penalty: 3794.322998
	Iteration 18Q: 3 clusters Score -1.503096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -15030961.000000 Penalty: 3794.322998
	Iteration 19Q: 3 clusters Score -1.503096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117258 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -15030968.000000 Penalty: 3794.322998
	Iteration 20F: 3 clusters Score -1.503097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117262 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -15030982.000000 Penalty: 3794.322998
	Iteration 21Q: 3 clusters Score -1.503098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117266 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -15030992.000000 Penalty: 3794.322998
	Iteration 22Q: 3 clusters Score -1.503099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117270 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -15031001.000000 Penalty: 3794.322998
	Iteration 23Q: 3 clusters Score -1.5031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117271 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -15031022.000000 Penalty: 3794.322998
	Iteration 24Q: 3 clusters Score -1.503102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117272 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -15031019.000000 Penalty: 3794.322998
	Iteration 25Q: 3 clusters Score -1.503102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117272 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -15031019.000000 Penalty: 3794.322998
	Iteration 26F: 3 clusters Score -1.503102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Entering Unmasked Estep 
Score: -600728.375000 Penalty: 1391.879395
	Iteration 0F: 2 clusters Score -600728.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -596655.062500 Penalty: 2783.758789
	Iteration 0F: 3 clusters Score -596655.1 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -598151.062500 Penalty: 2783.758789
	Iteration 1F: 3 clusters Score -598151.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -598652.562500 Penalty: 2783.758789
	Iteration 2F: 3 clusters Score -598652.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -599065.625000 Penalty: 2783.758789
	Iteration 3F: 3 clusters Score -599065.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -599332.000000 Penalty: 2783.758789
	Iteration 4F: 3 clusters Score -599332 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -599476.000000 Penalty: 2783.758789
	Iteration 5Q: 3 clusters Score -599476 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -599580.625000 Penalty: 2783.758789
	Iteration 6Q: 3 clusters Score -599580.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -599670.687500 Penalty: 2783.758789
	Iteration 7Q: 3 clusters Score -599670.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -599740.437500 Penalty: 2783.758789
	Iteration 8Q: 3 clusters Score -599740.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -599781.312500 Penalty: 2783.758789
	Iteration 9Q: 3 clusters Score -599781.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -599811.937500 Penalty: 2783.758789
	Iteration 10Q: 3 clusters Score -599811.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -599836.625000 Penalty: 2783.758789
	Iteration 11Q: 3 clusters Score -599836.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -599856.062500 Penalty: 2783.758789
	Iteration 12Q: 3 clusters Score -599856.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -599870.937500 Penalty: 2783.758789
	Iteration 13Q: 3 clusters Score -599870.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -599892.125000 Penalty: 2783.758789
	Iteration 14Q: 3 clusters Score -599892.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -599920.750000 Penalty: 2783.758789
	Iteration 15Q: 3 clusters Score -599920.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -599953.812500 Penalty: 2783.758789
	Iteration 16Q: 3 clusters Score -599953.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -599977.937500 Penalty: 2783.758789
	Iteration 17Q: 3 clusters Score -599977.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -599999.875000 Penalty: 2783.758789
	Iteration 18Q: 3 clusters Score -599999.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -600016.187500 Penalty: 2783.758789
	Iteration 19Q: 3 clusters Score -600016.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -600029.062500 Penalty: 2783.758789
	Iteration 20F: 3 clusters Score -600029.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -600034.125000 Penalty: 2783.758789
	Iteration 21Q: 3 clusters Score -600034.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -600041.687500 Penalty: 2783.758789
	Iteration 22Q: 3 clusters Score -600041.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -600047.625000 Penalty: 2783.758789
	Iteration 23Q: 3 clusters Score -600047.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -600052.812500 Penalty: 2783.758789
	Iteration 24Q: 3 clusters Score -600052.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -600054.750000 Penalty: 2783.758789
	Iteration 25Q: 3 clusters Score -600054.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -600055.875000 Penalty: 2783.758789
	Iteration 26Q: 3 clusters Score -600055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -600056.687500 Penalty: 2783.758789
	Iteration 27Q: 3 clusters Score -600056.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -600056.687500 Penalty: 2783.758789
	Iteration 28F: 3 clusters Score -600056.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Entering Unmasked Estep 
Score: -571470.375000 Penalty: 1368.002563
	Iteration 0F: 2 clusters Score -571470.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -567870.500000 Penalty: 2736.005127
	Iteration 0F: 3 clusters Score -567870.5 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -568860.562500 Penalty: 2736.005127
	Iteration 1F: 3 clusters Score -568860.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -569025.125000 Penalty: 2736.005127
	Iteration 2F: 3 clusters Score -569025.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -569126.437500 Penalty: 2736.005127
	Iteration 3Q: 3 clusters Score -569126.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -569208.312500 Penalty: 2736.005127
	Iteration 4Q: 3 clusters Score -569208.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -569280.687500 Penalty: 2736.005127
	Iteration 5Q: 3 clusters Score -569280.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -569351.937500 Penalty: 2736.005127
	Iteration 6Q: 3 clusters Score -569351.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -569419.875000 Penalty: 2736.005127
	Iteration 7Q: 3 clusters Score -569419.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -569510.875000 Penalty: 2736.005127
	Iteration 8Q: 3 clusters Score -569510.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -569616.750000 Penalty: 2736.005127
	Iteration 9Q: 3 clusters Score -569616.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -569733.250000 Penalty: 2736.005127
	Iteration 10Q: 3 clusters Score -569733.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -569837.187500 Penalty: 2736.005127
	Iteration 11Q: 3 clusters Score -569837.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -569914.312500 Penalty: 2736.005127
	Iteration 12Q: 3 clusters Score -569914.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -569978.812500 Penalty: 2736.005127
	Iteration 13Q: 3 clusters Score -569978.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -570033.875000 Penalty: 2736.005127
	Iteration 14Q: 3 clusters Score -570033.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -570085.062500 Penalty: 2736.005127
	Iteration 15Q: 3 clusters Score -570085.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -570128.750000 Penalty: 2736.005127
	Iteration 16Q: 3 clusters Score -570128.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -570171.937500 Penalty: 2736.005127
	Iteration 17Q: 3 clusters Score -570171.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -570210.000000 Penalty: 2736.005127
	Iteration 18Q: 3 clusters Score -570210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -570233.187500 Penalty: 2736.005127
	Iteration 19Q: 3 clusters Score -570233.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -570250.750000 Penalty: 2736.005127
	Iteration 20F: 3 clusters Score -570250.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -570260.437500 Penalty: 2736.005127
	Iteration 21Q: 3 clusters Score -570260.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -570266.875000 Penalty: 2736.005127
	Iteration 22Q: 3 clusters Score -570266.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -570272.937500 Penalty: 2736.005127
	Iteration 23Q: 3 clusters Score -570272.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -570274.750000 Penalty: 2736.005127
	Iteration 24Q: 3 clusters Score -570274.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -570277.125000 Penalty: 2736.005127
	Iteration 25Q: 3 clusters Score -570277.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -570277.125000 Penalty: 2736.005127
	Iteration 26F: 3 clusters Score -570277.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Entering Unmasked Estep 
Score: -500768.968750 Penalty: 1352.744141
	Iteration 0F: 2 clusters Score -500769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -497315.968750 Penalty: 2705.488281
	Iteration 0F: 3 clusters Score -497316 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -498338.656250 Penalty: 2705.488281
	Iteration 1F: 3 clusters Score -498338.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -498615.593750 Penalty: 2705.488281
	Iteration 2F: 3 clusters Score -498615.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -498827.062500 Penalty: 2705.488281
	Iteration 3F: 3 clusters Score -498827.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -499066.937500 Penalty: 2705.488281
	Iteration 4F: 3 clusters Score -499066.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -499292.843750 Penalty: 2705.488281
	Iteration 5F: 3 clusters Score -499292.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -499502.437500 Penalty: 2705.488281
	Iteration 6F: 3 clusters Score -499502.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -499702.843750 Penalty: 2705.488281
	Iteration 7F: 3 clusters Score -499702.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -499897.500000 Penalty: 2705.488281
	Iteration 8Q: 3 clusters Score -499897.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -500061.562500 Penalty: 2705.488281
	Iteration 9Q: 3 clusters Score -500061.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -500151.218750 Penalty: 2705.488281
	Iteration 10Q: 3 clusters Score -500151.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -500201.906250 Penalty: 2705.488281
	Iteration 11Q: 3 clusters Score -500201.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -500242.218750 Penalty: 2705.488281
	Iteration 12Q: 3 clusters Score -500242.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -500265.093750 Penalty: 2705.488281
	Iteration 13Q: 3 clusters Score -500265.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -500279.093750 Penalty: 2705.488281
	Iteration 14Q: 3 clusters Score -500279.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -500282.500000 Penalty: 2705.488281
	Iteration 15Q: 3 clusters Score -500282.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -500287.031250 Penalty: 2705.488281
	Iteration 16Q: 3 clusters Score -500287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -500288.750000 Penalty: 2705.488281
	Iteration 17Q: 3 clusters Score -500288.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -500290.218750 Penalty: 2705.488281
	Iteration 18Q: 3 clusters Score -500290.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -500291.781250 Penalty: 2705.488281
	Iteration 19Q: 3 clusters Score -500291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -500291.906250 Penalty: 2705.488281
	Iteration 20F: 3 clusters Score -500291.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -500292.375000 Penalty: 2705.488281
	Iteration 21Q: 3 clusters Score -500292.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -500292.375000 Penalty: 2705.488281
	Iteration 22F: 3 clusters Score -500292.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -113348.070312 Penalty: 1123.320679
	Iteration 0F: 2 clusters Score -113348.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -111925.445312 Penalty: 2246.641357
	Iteration 0F: 3 clusters Score -111925.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112185.695312 Penalty: 2246.641357
	Iteration 1F: 3 clusters Score -112185.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -112275.132812 Penalty: 2246.641357
	Iteration 2F: 3 clusters Score -112275.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -112354.890625 Penalty: 2246.641357
	Iteration 3F: 3 clusters Score -112354.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -112410.734375 Penalty: 2246.641357
	Iteration 4Q: 3 clusters Score -112410.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112460.953125 Penalty: 2246.641357
	Iteration 5Q: 3 clusters Score -112461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112502.554688 Penalty: 2246.641357
	Iteration 6Q: 3 clusters Score -112502.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -112528.734375 Penalty: 2246.641357
	Iteration 7Q: 3 clusters Score -112528.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112548.015625 Penalty: 2246.641357
	Iteration 8Q: 3 clusters Score -112548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -112573.046875 Penalty: 2246.641357
	Iteration 9Q: 3 clusters Score -112573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112583.093750 Penalty: 2246.641357
	Iteration 10Q: 3 clusters Score -112583.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -112602.437500 Penalty: 2246.641357
	Iteration 11Q: 3 clusters Score -112602.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112611.734375 Penalty: 2246.641357
	Iteration 12Q: 3 clusters Score -112611.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112621.890625 Penalty: 2246.641357
	Iteration 13Q: 3 clusters Score -112621.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112635.921875 Penalty: 2246.641357
	Iteration 14Q: 3 clusters Score -112635.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -112641.687500 Penalty: 2246.641357
	Iteration 15Q: 3 clusters Score -112641.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -112645.351562 Penalty: 2246.641357
	Iteration 16Q: 3 clusters Score -112645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112645.585938 Penalty: 2246.641357
	Iteration 17Q: 3 clusters Score -112645.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112645.585938 Penalty: 2246.641357
	Iteration 18F: 3 clusters Score -112645.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -22609.806641 Penalty: 871.210022
	Iteration 0F: 2 clusters Score -22609.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21892.791016 Penalty: 1742.420044
	Iteration 0F: 3 clusters Score -21892.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21973.740234 Penalty: 1742.420044
	Iteration 1F: 3 clusters Score -21973.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22002.566406 Penalty: 1742.420044
	Iteration 2Q: 3 clusters Score -22002.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22007.451172 Penalty: 1742.420044
	Iteration 3Q: 3 clusters Score -22007.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22007.451172 Penalty: 1742.420044
	Iteration 4F: 3 clusters Score -22007.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (33942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Entering Unmasked Estep 
Score: -4309726.000000 Penalty: 1695.266357
	Iteration 0F: 2 clusters Score -4309726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -4286979.500000 Penalty: 3390.532715
	Iteration 0F: 3 clusters Score -4286980 nChanged 15745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -4295681.000000 Penalty: 3390.532715
	Iteration 1F: 3 clusters Score -4295681 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -4296296.500000 Penalty: 3390.532715
	Iteration 2Q: 3 clusters Score -4296296 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -4297103.500000 Penalty: 3390.532715
	Iteration 3F: 3 clusters Score -4297104 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -4298408.500000 Penalty: 3390.532715
	Iteration 4F: 3 clusters Score -4298408 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -4300222.500000 Penalty: 3390.532715
	Iteration 5F: 3 clusters Score -4300222 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -4302236.500000 Penalty: 3390.532715
	Iteration 6F: 3 clusters Score -4302236 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -4304137.000000 Penalty: 3390.532715
	Iteration 7F: 3 clusters Score -4304137 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -4305599.500000 Penalty: 3390.532715
	Iteration 8F: 3 clusters Score -4305600 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4306639.000000 Penalty: 3390.532715
	Iteration 9Q: 3 clusters Score -4306639 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4307334.500000 Penalty: 3390.532715
	Iteration 10Q: 3 clusters Score -4307334 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4307673.500000 Penalty: 3390.532715
	Iteration 11Q: 3 clusters Score -4307674 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4307878.000000 Penalty: 3390.532715
	Iteration 12Q: 3 clusters Score -4307878 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4307971.500000 Penalty: 3390.532715
	Iteration 13Q: 3 clusters Score -4307972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4308037.500000 Penalty: 3390.532715
	Iteration 14Q: 3 clusters Score -4308038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4308094.000000 Penalty: 3390.532715
	Iteration 15Q: 3 clusters Score -4308094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4308138.500000 Penalty: 3390.532715
	Iteration 16Q: 3 clusters Score -4308138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4308167.500000 Penalty: 3390.532715
	Iteration 17Q: 3 clusters Score -4308168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4308195.000000 Penalty: 3390.532715
	Iteration 18Q: 3 clusters Score -4308195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4308224.500000 Penalty: 3390.532715
	Iteration 19Q: 3 clusters Score -4308224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4308256.000000 Penalty: 3390.532715
	Iteration 20F: 3 clusters Score -4308256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4308271.500000 Penalty: 3390.532715
	Iteration 21Q: 3 clusters Score -4308272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4308276.500000 Penalty: 3390.532715
	Iteration 22Q: 3 clusters Score -4308276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4308285.000000 Penalty: 3390.532715
	Iteration 23Q: 3 clusters Score -4308285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4308288.000000 Penalty: 3390.532715
	Iteration 24Q: 3 clusters Score -4308288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4308286.000000 Penalty: 3390.532715
	Iteration 25Q: 3 clusters Score -4308286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4308286.500000 Penalty: 3390.532715
	Iteration 26Q: 3 clusters Score -4308286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4308293.000000 Penalty: 3390.532715
	Iteration 27Q: 3 clusters Score -4308293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4308296.000000 Penalty: 3390.532715
	Iteration 28Q: 3 clusters Score -4308296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4308298.000000 Penalty: 3390.532715
	Iteration 29Q: 3 clusters Score -4308298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4308300.500000 Penalty: 3390.532715
	Iteration 30Q: 3 clusters Score -4308300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4308300.000000 Penalty: 3390.532715
	Iteration 31Q: 3 clusters Score -4308300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4308299.000000 Penalty: 3390.532715
	Iteration 32Q: 3 clusters Score -4308299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4308299.000000 Penalty: 3390.532715
	Iteration 33F: 3 clusters Score -4308299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (82851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Entering Unmasked Estep 
Score: -10626251.000000 Penalty: 1840.279907
	Iteration 0F: 2 clusters Score -1.062625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -10571561.000000 Penalty: 3680.559814
	Iteration 0F: 3 clusters Score -1.057156e+07 nChanged 39534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -10594333.000000 Penalty: 3680.559814
	Iteration 1F: 3 clusters Score -1.059433e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -10594884.000000 Penalty: 3680.559814
	Iteration 2Q: 3 clusters Score -1.059488e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -10595333.000000 Penalty: 3680.559814
	Iteration 3Q: 3 clusters Score -1.059533e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -10596024.000000 Penalty: 3680.559814
	Iteration 4Q: 3 clusters Score -1.059602e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -10596665.000000 Penalty: 3680.559814
	Iteration 5Q: 3 clusters Score -1.059666e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -10597421.000000 Penalty: 3680.559814
	Iteration 6Q: 3 clusters Score -1.059742e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -10598593.000000 Penalty: 3680.559814
	Iteration 7Q: 3 clusters Score -1.059859e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -10600262.000000 Penalty: 3680.559814
	Iteration 8Q: 3 clusters Score -1.060026e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -10602208.000000 Penalty: 3680.559814
	Iteration 9Q: 3 clusters Score -1.060221e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -10604812.000000 Penalty: 3680.559814
	Iteration 10F: 3 clusters Score -1.060481e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -10608265.000000 Penalty: 3680.559814
	Iteration 11F: 3 clusters Score -1.060826e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -10612136.000000 Penalty: 3680.559814
	Iteration 12F: 3 clusters Score -1.061214e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -10616139.000000 Penalty: 3680.559814
	Iteration 13F: 3 clusters Score -1.061614e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -10619478.000000 Penalty: 3680.559814
	Iteration 14F: 3 clusters Score -1.061948e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -10621766.000000 Penalty: 3680.559814
	Iteration 15Q: 3 clusters Score -1.062177e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -10623083.000000 Penalty: 3680.559814
	Iteration 16Q: 3 clusters Score -1.062308e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80789 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -10623841.000000 Penalty: 3680.559814
	Iteration 17Q: 3 clusters Score -1.062384e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81431 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -10624187.000000 Penalty: 3680.559814
	Iteration 18Q: 3 clusters Score -1.062419e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81784 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -10624383.000000 Penalty: 3680.559814
	Iteration 19Q: 3 clusters Score -1.062438e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81991 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10624505.000000 Penalty: 3680.559814
	Iteration 20F: 3 clusters Score -1.06245e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82121 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10624567.000000 Penalty: 3680.559814
	Iteration 21Q: 3 clusters Score -1.062457e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10624619.000000 Penalty: 3680.559814
	Iteration 22Q: 3 clusters Score -1.062462e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10624659.000000 Penalty: 3680.559814
	Iteration 23Q: 3 clusters Score -1.062466e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82287 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10624685.000000 Penalty: 3680.559814
	Iteration 24Q: 3 clusters Score -1.062468e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82324 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10624733.000000 Penalty: 3680.559814
	Iteration 25Q: 3 clusters Score -1.062473e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10624745.000000 Penalty: 3680.559814
	Iteration 26Q: 3 clusters Score -1.062474e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -10624758.000000 Penalty: 3680.559814
	Iteration 27Q: 3 clusters Score -1.062476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10624767.000000 Penalty: 3680.559814
	Iteration 28Q: 3 clusters Score -1.062477e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10624795.000000 Penalty: 3680.559814
	Iteration 29Q: 3 clusters Score -1.06248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82396 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10624791.000000 Penalty: 3680.559814
	Iteration 30Q: 3 clusters Score -1.062479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10624809.000000 Penalty: 3680.559814
	Iteration 31Q: 3 clusters Score -1.062481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10624813.000000 Penalty: 3680.559814
	Iteration 32Q: 3 clusters Score -1.062481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82411 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10624808.000000 Penalty: 3680.559814
	Iteration 33Q: 3 clusters Score -1.062481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82415 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -10624813.000000 Penalty: 3680.559814
	Iteration 34Q: 3 clusters Score -1.062481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -10624817.000000 Penalty: 3680.559814
	Iteration 35Q: 3 clusters Score -1.062482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10624827.000000 Penalty: 3680.559814
	Iteration 36Q: 3 clusters Score -1.062483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82426 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10624819.000000 Penalty: 3680.559814
	Iteration 37Q: 3 clusters Score -1.062482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10624829.000000 Penalty: 3680.559814
	Iteration 38Q: 3 clusters Score -1.062483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10624832.000000 Penalty: 3680.559814
	Iteration 39Q: 3 clusters Score -1.062483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10624832.000000 Penalty: 3680.559814
	Iteration 40F: 3 clusters Score -1.062483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Entering Unmasked Estep 
Score: -444797.312500 Penalty: 1328.755127
	Iteration 0F: 2 clusters Score -444797.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -441719.718750 Penalty: 2657.510254
	Iteration 0F: 3 clusters Score -441719.7 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -442561.562500 Penalty: 2657.510254
	Iteration 1F: 3 clusters Score -442561.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -442842.625000 Penalty: 2657.510254
	Iteration 2F: 3 clusters Score -442842.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -443099.750000 Penalty: 2657.510254
	Iteration 3F: 3 clusters Score -443099.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -443355.031250 Penalty: 2657.510254
	Iteration 4F: 3 clusters Score -443355 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -443600.406250 Penalty: 2657.510254
	Iteration 5F: 3 clusters Score -443600.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -443746.718750 Penalty: 2657.510254
	Iteration 6F: 3 clusters Score -443746.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -443839.218750 Penalty: 2657.510254
	Iteration 7Q: 3 clusters Score -443839.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -443892.625000 Penalty: 2657.510254
	Iteration 8Q: 3 clusters Score -443892.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -443928.375000 Penalty: 2657.510254
	Iteration 9Q: 3 clusters Score -443928.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -443947.937500 Penalty: 2657.510254
	Iteration 10Q: 3 clusters Score -443947.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -443964.781250 Penalty: 2657.510254
	Iteration 11Q: 3 clusters Score -443964.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -443980.062500 Penalty: 2657.510254
	Iteration 12Q: 3 clusters Score -443980.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -443990.687500 Penalty: 2657.510254
	Iteration 13Q: 3 clusters Score -443990.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -443994.000000 Penalty: 2657.510254
	Iteration 14Q: 3 clusters Score -443994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -443995.875000 Penalty: 2657.510254
	Iteration 15Q: 3 clusters Score -443995.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -443997.875000 Penalty: 2657.510254
	Iteration 16Q: 3 clusters Score -443997.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -444000.906250 Penalty: 2657.510254
	Iteration 17Q: 3 clusters Score -444000.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -444003.937500 Penalty: 2657.510254
	Iteration 18Q: 3 clusters Score -444003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -444004.093750 Penalty: 2657.510254
	Iteration 19Q: 3 clusters Score -444004.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -444004.093750 Penalty: 2657.510254
	Iteration 20F: 3 clusters Score -444004.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Entering Unmasked Estep 
Score: -828675.750000 Penalty: 1424.969116
	Iteration 0F: 2 clusters Score -828675.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -823755.062500 Penalty: 2849.938232
	Iteration 0F: 3 clusters Score -823755.1 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -825240.750000 Penalty: 2849.938232
	Iteration 1F: 3 clusters Score -825240.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -825487.312500 Penalty: 2849.938232
	Iteration 2F: 3 clusters Score -825487.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -825659.750000 Penalty: 2849.938232
	Iteration 3F: 3 clusters Score -825659.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -825818.875000 Penalty: 2849.938232
	Iteration 4Q: 3 clusters Score -825818.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -825994.062500 Penalty: 2849.938232
	Iteration 5Q: 3 clusters Score -825994.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -826178.875000 Penalty: 2849.938232
	Iteration 6Q: 3 clusters Score -826178.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -826367.812500 Penalty: 2849.938232
	Iteration 7Q: 3 clusters Score -826367.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -826549.000000 Penalty: 2849.938232
	Iteration 8Q: 3 clusters Score -826549 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -826728.062500 Penalty: 2849.938232
	Iteration 9Q: 3 clusters Score -826728.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -826900.562500 Penalty: 2849.938232
	Iteration 10Q: 3 clusters Score -826900.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -827091.250000 Penalty: 2849.938232
	Iteration 11Q: 3 clusters Score -827091.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -827278.750000 Penalty: 2849.938232
	Iteration 12Q: 3 clusters Score -827278.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -827479.125000 Penalty: 2849.938232
	Iteration 13Q: 3 clusters Score -827479.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -827617.937500 Penalty: 2849.938232
	Iteration 14Q: 3 clusters Score -827617.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -827692.500000 Penalty: 2849.938232
	Iteration 15Q: 3 clusters Score -827692.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -827729.062500 Penalty: 2849.938232
	Iteration 16Q: 3 clusters Score -827729.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -827760.500000 Penalty: 2849.938232
	Iteration 17Q: 3 clusters Score -827760.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -827785.187500 Penalty: 2849.938232
	Iteration 18Q: 3 clusters Score -827785.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -827797.625000 Penalty: 2849.938232
	Iteration 19Q: 3 clusters Score -827797.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -827808.312500 Penalty: 2849.938232
	Iteration 20F: 3 clusters Score -827808.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -827813.687500 Penalty: 2849.938232
	Iteration 21Q: 3 clusters Score -827813.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -827818.875000 Penalty: 2849.938232
	Iteration 22Q: 3 clusters Score -827818.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -827820.000000 Penalty: 2849.938232
	Iteration 23Q: 3 clusters Score -827820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -827824.937500 Penalty: 2849.938232
	Iteration 24Q: 3 clusters Score -827824.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -827826.750000 Penalty: 2849.938232
	Iteration 25Q: 3 clusters Score -827826.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -827828.875000 Penalty: 2849.938232
	Iteration 26Q: 3 clusters Score -827828.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -827830.750000 Penalty: 2849.938232
	Iteration 27Q: 3 clusters Score -827830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -827832.375000 Penalty: 2849.938232
	Iteration 28Q: 3 clusters Score -827832.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -827833.562500 Penalty: 2849.938232
	Iteration 29Q: 3 clusters Score -827833.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -827833.062500 Penalty: 2849.938232
	Iteration 30Q: 3 clusters Score -827833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -827833.500000 Penalty: 2849.938232
	Iteration 31Q: 3 clusters Score -827833.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -827834.250000 Penalty: 2849.938232
	Iteration 32Q: 3 clusters Score -827834.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -827834.250000 Penalty: 2849.938232
	Iteration 33F: 3 clusters Score -827834.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Entering Unmasked Estep 
Score: -668384.312500 Penalty: 1392.651733
	Iteration 0F: 2 clusters Score -668384.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -664184.500000 Penalty: 2785.303467
	Iteration 0F: 3 clusters Score -664184.5 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -665396.500000 Penalty: 2785.303467
	Iteration 1F: 3 clusters Score -665396.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -665687.187500 Penalty: 2785.303467
	Iteration 2F: 3 clusters Score -665687.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -665955.125000 Penalty: 2785.303467
	Iteration 3F: 3 clusters Score -665955.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -666236.312500 Penalty: 2785.303467
	Iteration 4F: 3 clusters Score -666236.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -666506.500000 Penalty: 2785.303467
	Iteration 5F: 3 clusters Score -666506.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -666706.312500 Penalty: 2785.303467
	Iteration 6F: 3 clusters Score -666706.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -666839.625000 Penalty: 2785.303467
	Iteration 7Q: 3 clusters Score -666839.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -666929.250000 Penalty: 2785.303467
	Iteration 8Q: 3 clusters Score -666929.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -666992.625000 Penalty: 2785.303467
	Iteration 9Q: 3 clusters Score -666992.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -667030.375000 Penalty: 2785.303467
	Iteration 10Q: 3 clusters Score -667030.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -667055.125000 Penalty: 2785.303467
	Iteration 11Q: 3 clusters Score -667055.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -667074.875000 Penalty: 2785.303467
	Iteration 12Q: 3 clusters Score -667074.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -667088.562500 Penalty: 2785.303467
	Iteration 13Q: 3 clusters Score -667088.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -667096.062500 Penalty: 2785.303467
	Iteration 14Q: 3 clusters Score -667096.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -667102.437500 Penalty: 2785.303467
	Iteration 15Q: 3 clusters Score -667102.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -667106.000000 Penalty: 2785.303467
	Iteration 16Q: 3 clusters Score -667106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -667107.312500 Penalty: 2785.303467
	Iteration 17Q: 3 clusters Score -667107.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -667106.375000 Penalty: 2785.303467
	Iteration 18Q: 3 clusters Score -667106.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -667106.875000 Penalty: 2785.303467
	Iteration 19Q: 3 clusters Score -667106.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -667109.375000 Penalty: 2785.303467
	Iteration 20F: 3 clusters Score -667109.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -667108.562500 Penalty: 2785.303467
	Iteration 21Q: 3 clusters Score -667108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -667108.500000 Penalty: 2785.303467
	Iteration 22Q: 3 clusters Score -667108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -667109.875000 Penalty: 2785.303467
	Iteration 23Q: 3 clusters Score -667109.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -667112.375000 Penalty: 2785.303467
	Iteration 24Q: 3 clusters Score -667112.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -667113.250000 Penalty: 2785.303467
	Iteration 25Q: 3 clusters Score -667113.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -667113.562500 Penalty: 2785.303467
	Iteration 26Q: 3 clusters Score -667113.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -667115.562500 Penalty: 2785.303467
	Iteration 27Q: 3 clusters Score -667115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -667114.437500 Penalty: 2785.303467
	Iteration 28Q: 3 clusters Score -667114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -667115.500000 Penalty: 2785.303467
	Iteration 29Q: 3 clusters Score -667115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -667115.500000 Penalty: 2785.303467
	Iteration 30Q: 3 clusters Score -667115.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -667115.937500 Penalty: 2785.303467
	Iteration 31Q: 3 clusters Score -667115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -667116.812500 Penalty: 2785.303467
	Iteration 32Q: 3 clusters Score -667116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -667116.375000 Penalty: 2785.303467
	Iteration 33Q: 3 clusters Score -667116.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -667117.125000 Penalty: 2785.303467
	Iteration 34Q: 3 clusters Score -667117.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -667117.125000 Penalty: 2785.303467
	Iteration 35F: 3 clusters Score -667117.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -22384.011719 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -22384.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21747.412109 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -21747.41 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22051.449219 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -22051.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22211.111328 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -22211.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22311.513672 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -22311.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -22411.296875 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -22411.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22599.515625 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -22599.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22754.367188 Penalty: 1791.864380
	Iteration 6Q: 3 clusters Score -22754.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22869.650391 Penalty: 1791.864380
	Iteration 7Q: 3 clusters Score -22869.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23032.523438 Penalty: 1791.864380
	Iteration 8Q: 3 clusters Score -23032.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23144.888672 Penalty: 1791.864380
	Iteration 9Q: 3 clusters Score -23144.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23179.970703 Penalty: 1791.864380
	Iteration 10Q: 3 clusters Score -23179.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23186.984375 Penalty: 1791.864380
	Iteration 11Q: 3 clusters Score -23186.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23200.351562 Penalty: 1791.864380
	Iteration 12F: 3 clusters Score -23200.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23274.679688 Penalty: 1791.864380
	Iteration 13Q: 3 clusters Score -23274.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23282.775391 Penalty: 1791.864380
	Iteration 14Q: 3 clusters Score -23282.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23282.775391 Penalty: 1791.864380
	Iteration 15F: 3 clusters Score -23282.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136224 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 37023 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64279 members 
Mstep: Class 7 contains 18378 members 
Mstep: Class 8 contains 117225 members 
Mstep: Class 9 contains 12270 members 
Mstep: Class 10 contains 10618 members 
Mstep: Class 11 contains 38347 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26917 members 
Mstep: Class 14 contains 11111 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 42783 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25890 members 
Mstep: Class 23 contains 23469 members 
Mstep: Class 24 contains 117576 members 
Mstep: Class 25 contains 5247 members 
Mstep: Class 26 contains 105 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33942 members 
Mstep: Class 32 contains 82851 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 143 members 
Entering Unmasked Estep 
Score: -108956960.000000 Penalty: 80105.234375
Splitting cluster 37 changes total score from -108957352.000000 to -108956960.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136224 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 37023 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64279 members 
Mstep: Class 7 contains 18378 members 
Mstep: Class 8 contains 117225 members 
Mstep: Class 9 contains 12270 members 
Mstep: Class 10 contains 10618 members 
Mstep: Class 11 contains 38347 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26917 members 
Mstep: Class 14 contains 11111 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 42783 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25890 members 
Mstep: Class 23 contains 23469 members 
Mstep: Class 24 contains 117576 members 
Mstep: Class 25 contains 5247 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33942 members 
Mstep: Class 32 contains 82851 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957424.000000 Penalty: 77880.085938
Iteration 319Q: 36 clusters Score -1.089574e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136227 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 37027 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64290 members 
Mstep: Class 7 contains 18378 members 
Mstep: Class 8 contains 117226 members 
Mstep: Class 9 contains 12262 members 
Mstep: Class 10 contains 10616 members 
Mstep: Class 11 contains 38344 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26917 members 
Mstep: Class 14 contains 11111 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6975 members 
Mstep: Class 17 contains 9135 members 
Mstep: Class 18 contains 42787 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25890 members 
Mstep: Class 23 contains 23469 members 
Mstep: Class 24 contains 117570 members 
Mstep: Class 25 contains 5247 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 82850 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957400.000000 Penalty: 77880.085938
Iteration 320F: 36 clusters Score -1.089574e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136229 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 37025 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64301 members 
Mstep: Class 7 contains 18379 members 
Mstep: Class 8 contains 117226 members 
Mstep: Class 9 contains 12255 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 38340 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26919 members 
Mstep: Class 14 contains 11112 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9135 members 
Mstep: Class 18 contains 42791 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23469 members 
Mstep: Class 24 contains 117568 members 
Mstep: Class 25 contains 5247 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 82851 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957408.000000 Penalty: 77880.085938
Iteration 321Q: 36 clusters Score -1.089574e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136232 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 37025 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64312 members 
Mstep: Class 7 contains 18379 members 
Mstep: Class 8 contains 117229 members 
Mstep: Class 9 contains 12248 members 
Mstep: Class 10 contains 10604 members 
Mstep: Class 11 contains 38339 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26918 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9137 members 
Mstep: Class 18 contains 42791 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25890 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117564 members 
Mstep: Class 25 contains 5247 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33940 members 
Mstep: Class 32 contains 82851 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957376.000000 Penalty: 77880.085938
Iteration 322Q: 36 clusters Score -1.089574e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136233 members 
Mstep: Class 3 contains 5309 members 
Mstep: Class 4 contains 37026 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64328 members 
Mstep: Class 7 contains 18379 members 
Mstep: Class 8 contains 117229 members 
Mstep: Class 9 contains 12246 members 
Mstep: Class 10 contains 10598 members 
Mstep: Class 11 contains 38342 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26916 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 42794 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25889 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117555 members 
Mstep: Class 25 contains 5246 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33940 members 
Mstep: Class 32 contains 82850 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957424.000000 Penalty: 77880.085938
Iteration 323Q: 36 clusters Score -1.089574e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136231 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 37027 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64341 members 
Mstep: Class 7 contains 18379 members 
Mstep: Class 8 contains 117228 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 10 contains 10593 members 
Mstep: Class 11 contains 38343 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26916 members 
Mstep: Class 14 contains 11106 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 42795 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25889 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117553 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 82847 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957432.000000 Penalty: 77880.085938
Iteration 324Q: 36 clusters Score -1.089574e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136228 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 37027 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64351 members 
Mstep: Class 7 contains 18379 members 
Mstep: Class 8 contains 117226 members 
Mstep: Class 9 contains 12248 members 
Mstep: Class 10 contains 10585 members 
Mstep: Class 11 contains 38344 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26917 members 
Mstep: Class 14 contains 11106 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 42799 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25890 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117550 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 82845 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957488.000000 Penalty: 77880.085938
Iteration 325Q: 36 clusters Score -1.089575e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136228 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 37026 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64357 members 
Mstep: Class 7 contains 18379 members 
Mstep: Class 8 contains 117226 members 
Mstep: Class 9 contains 12250 members 
Mstep: Class 10 contains 10580 members 
Mstep: Class 11 contains 38343 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26920 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 42802 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25889 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117543 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 82846 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957512.000000 Penalty: 77880.085938
Iteration 326Q: 36 clusters Score -1.089575e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136226 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 37024 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64360 members 
Mstep: Class 7 contains 18379 members 
Mstep: Class 8 contains 117222 members 
Mstep: Class 9 contains 12252 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 38345 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26920 members 
Mstep: Class 14 contains 11106 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 42804 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117545 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 82846 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957520.000000 Penalty: 77880.085938
Iteration 327Q: 36 clusters Score -1.089575e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136225 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 37023 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64363 members 
Mstep: Class 7 contains 18380 members 
Mstep: Class 8 contains 117216 members 
Mstep: Class 9 contains 12250 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 38347 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26922 members 
Mstep: Class 14 contains 11105 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 42804 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117550 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 82846 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957520.000000 Penalty: 77880.085938
Iteration 328Q: 36 clusters Score -1.089575e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136221 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 37023 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64373 members 
Mstep: Class 7 contains 18380 members 
Mstep: Class 8 contains 117212 members 
Mstep: Class 9 contains 12246 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 38349 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26922 members 
Mstep: Class 14 contains 11103 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 42804 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117552 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 82846 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957568.000000 Penalty: 77880.085938
Iteration 329Q: 36 clusters Score -1.089576e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136217 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 37023 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64382 members 
Mstep: Class 7 contains 18380 members 
Mstep: Class 8 contains 117209 members 
Mstep: Class 9 contains 12244 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 38352 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26922 members 
Mstep: Class 14 contains 11101 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9135 members 
Mstep: Class 18 contains 42804 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117553 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33940 members 
Mstep: Class 32 contains 82846 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957544.000000 Penalty: 77880.085938
Iteration 330Q: 36 clusters Score -1.089575e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136219 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 37024 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64386 members 
Mstep: Class 7 contains 18380 members 
Mstep: Class 8 contains 117205 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26922 members 
Mstep: Class 14 contains 11099 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42804 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117558 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33939 members 
Mstep: Class 32 contains 82846 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957528.000000 Penalty: 77880.085938
Iteration 331Q: 36 clusters Score -1.089575e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136219 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 37025 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64390 members 
Mstep: Class 7 contains 18380 members 
Mstep: Class 8 contains 117205 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26922 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42803 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117557 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33938 members 
Mstep: Class 32 contains 82846 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957504.000000 Penalty: 77880.085938
Iteration 332Q: 36 clusters Score -1.089575e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136218 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 37025 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64395 members 
Mstep: Class 7 contains 18381 members 
Mstep: Class 8 contains 117205 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26922 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42804 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117555 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33936 members 
Mstep: Class 32 contains 82846 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957496.000000 Penalty: 77880.085938
Iteration 333Q: 36 clusters Score -1.089575e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136217 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 37024 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64399 members 
Mstep: Class 7 contains 18381 members 
Mstep: Class 8 contains 117205 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26922 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42808 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117550 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33936 members 
Mstep: Class 32 contains 82846 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957520.000000 Penalty: 77880.085938
Iteration 334Q: 36 clusters Score -1.089575e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136215 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 37024 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64402 members 
Mstep: Class 7 contains 18381 members 
Mstep: Class 8 contains 117204 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26922 members 
Mstep: Class 14 contains 11093 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42810 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117549 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33936 members 
Mstep: Class 32 contains 82846 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957496.000000 Penalty: 77880.085938
Iteration 335Q: 36 clusters Score -1.089575e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136215 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 37024 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64403 members 
Mstep: Class 7 contains 18381 members 
Mstep: Class 8 contains 117201 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26922 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42810 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117549 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33936 members 
Mstep: Class 32 contains 82847 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957464.000000 Penalty: 77880.085938
Iteration 336Q: 36 clusters Score -1.089575e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136215 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 37024 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64404 members 
Mstep: Class 7 contains 18381 members 
Mstep: Class 8 contains 117199 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26922 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42810 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117550 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33936 members 
Mstep: Class 32 contains 82847 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957480.000000 Penalty: 77880.085938
Iteration 337Q: 36 clusters Score -1.089575e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136214 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 37024 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64405 members 
Mstep: Class 7 contains 18381 members 
Mstep: Class 8 contains 117199 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26921 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42810 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117551 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33936 members 
Mstep: Class 32 contains 82847 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957496.000000 Penalty: 77880.085938
Iteration 338Q: 36 clusters Score -1.089575e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136212 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 37024 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64406 members 
Mstep: Class 7 contains 18381 members 
Mstep: Class 8 contains 117200 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26921 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42810 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117551 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33936 members 
Mstep: Class 32 contains 82847 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957488.000000 Penalty: 77880.085938
Iteration 339Q: 36 clusters Score -1.089575e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136211 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 37024 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64407 members 
Mstep: Class 7 contains 18381 members 
Mstep: Class 8 contains 117200 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26921 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42810 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117551 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33936 members 
Mstep: Class 32 contains 82847 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108957520.000000 Penalty: 77880.085938
Iteration 340F: 36 clusters Score -1.089575e+08 nChanged 0
Entering ConstructFrom: 
Score: -108957520.000000 Penalty: 77880.085938
Entering ConstructFrom: 
Trying to split cluster 1 (4035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Entering Unmasked Estep 
Score: -509786.000000 Penalty: 1349.198853
	Iteration 0F: 2 clusters Score -509786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -506458.656250 Penalty: 2698.397705
	Iteration 0F: 3 clusters Score -506458.7 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -507324.156250 Penalty: 2698.397705
	Iteration 1F: 3 clusters Score -507324.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -507460.375000 Penalty: 2698.397705
	Iteration 2F: 3 clusters Score -507460.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -507559.312500 Penalty: 2698.397705
	Iteration 3Q: 3 clusters Score -507559.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -507626.625000 Penalty: 2698.397705
	Iteration 4Q: 3 clusters Score -507626.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -507666.968750 Penalty: 2698.397705
	Iteration 5Q: 3 clusters Score -507667 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -507700.125000 Penalty: 2698.397705
	Iteration 6Q: 3 clusters Score -507700.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -507727.062500 Penalty: 2698.397705
	Iteration 7Q: 3 clusters Score -507727.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -507748.656250 Penalty: 2698.397705
	Iteration 8Q: 3 clusters Score -507748.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -507768.812500 Penalty: 2698.397705
	Iteration 9Q: 3 clusters Score -507768.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -507790.343750 Penalty: 2698.397705
	Iteration 10Q: 3 clusters Score -507790.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -507807.281250 Penalty: 2698.397705
	Iteration 11Q: 3 clusters Score -507807.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -507822.531250 Penalty: 2698.397705
	Iteration 12Q: 3 clusters Score -507822.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -507838.093750 Penalty: 2698.397705
	Iteration 13Q: 3 clusters Score -507838.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -507851.843750 Penalty: 2698.397705
	Iteration 14Q: 3 clusters Score -507851.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -507861.531250 Penalty: 2698.397705
	Iteration 15Q: 3 clusters Score -507861.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -507867.906250 Penalty: 2698.397705
	Iteration 16Q: 3 clusters Score -507867.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -507874.437500 Penalty: 2698.397705
	Iteration 17Q: 3 clusters Score -507874.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -507880.125000 Penalty: 2698.397705
	Iteration 18Q: 3 clusters Score -507880.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -507885.843750 Penalty: 2698.397705
	Iteration 19Q: 3 clusters Score -507885.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -507895.531250 Penalty: 2698.397705
	Iteration 20F: 3 clusters Score -507895.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -507905.500000 Penalty: 2698.397705
	Iteration 21Q: 3 clusters Score -507905.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -507912.750000 Penalty: 2698.397705
	Iteration 22Q: 3 clusters Score -507912.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -507919.562500 Penalty: 2698.397705
	Iteration 23Q: 3 clusters Score -507919.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -507928.000000 Penalty: 2698.397705
	Iteration 24Q: 3 clusters Score -507928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -507938.968750 Penalty: 2698.397705
	Iteration 25Q: 3 clusters Score -507939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -507950.000000 Penalty: 2698.397705
	Iteration 26Q: 3 clusters Score -507950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -507960.468750 Penalty: 2698.397705
	Iteration 27Q: 3 clusters Score -507960.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -507976.000000 Penalty: 2698.397705
	Iteration 28Q: 3 clusters Score -507976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -507989.468750 Penalty: 2698.397705
	Iteration 29Q: 3 clusters Score -507989.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -507998.375000 Penalty: 2698.397705
	Iteration 30Q: 3 clusters Score -507998.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -508007.437500 Penalty: 2698.397705
	Iteration 31Q: 3 clusters Score -508007.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -508015.875000 Penalty: 2698.397705
	Iteration 32Q: 3 clusters Score -508015.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -508022.125000 Penalty: 2698.397705
	Iteration 33Q: 3 clusters Score -508022.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -508028.625000 Penalty: 2698.397705
	Iteration 34Q: 3 clusters Score -508028.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -508034.093750 Penalty: 2698.397705
	Iteration 35Q: 3 clusters Score -508034.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -508038.000000 Penalty: 2698.397705
	Iteration 36Q: 3 clusters Score -508038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -508041.687500 Penalty: 2698.397705
	Iteration 37Q: 3 clusters Score -508041.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -508048.437500 Penalty: 2698.397705
	Iteration 38Q: 3 clusters Score -508048.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -508053.718750 Penalty: 2698.397705
	Iteration 39Q: 3 clusters Score -508053.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -508058.968750 Penalty: 2698.397705
	Iteration 40F: 3 clusters Score -508059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -508063.718750 Penalty: 2698.397705
	Iteration 41Q: 3 clusters Score -508063.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -508069.593750 Penalty: 2698.397705
	Iteration 42Q: 3 clusters Score -508069.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -508077.718750 Penalty: 2698.397705
	Iteration 43Q: 3 clusters Score -508077.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -508086.187500 Penalty: 2698.397705
	Iteration 44Q: 3 clusters Score -508086.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -508093.437500 Penalty: 2698.397705
	Iteration 45Q: 3 clusters Score -508093.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -508099.187500 Penalty: 2698.397705
	Iteration 46Q: 3 clusters Score -508099.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -508105.375000 Penalty: 2698.397705
	Iteration 47Q: 3 clusters Score -508105.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -508112.218750 Penalty: 2698.397705
	Iteration 48Q: 3 clusters Score -508112.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -508120.156250 Penalty: 2698.397705
	Iteration 49Q: 3 clusters Score -508120.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -508130.281250 Penalty: 2698.397705
	Iteration 50Q: 3 clusters Score -508130.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -508137.500000 Penalty: 2698.397705
	Iteration 51Q: 3 clusters Score -508137.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -508144.781250 Penalty: 2698.397705
	Iteration 52Q: 3 clusters Score -508144.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -508153.125000 Penalty: 2698.397705
	Iteration 53Q: 3 clusters Score -508153.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -508161.843750 Penalty: 2698.397705
	Iteration 54Q: 3 clusters Score -508161.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -508173.437500 Penalty: 2698.397705
	Iteration 55Q: 3 clusters Score -508173.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -508187.750000 Penalty: 2698.397705
	Iteration 56Q: 3 clusters Score -508187.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -508196.687500 Penalty: 2698.397705
	Iteration 57Q: 3 clusters Score -508196.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -508211.843750 Penalty: 2698.397705
	Iteration 58Q: 3 clusters Score -508211.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -508226.093750 Penalty: 2698.397705
	Iteration 59Q: 3 clusters Score -508226.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -508240.812500 Penalty: 2698.397705
	Iteration 60F: 3 clusters Score -508240.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -508250.812500 Penalty: 2698.397705
	Iteration 61Q: 3 clusters Score -508250.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -508259.937500 Penalty: 2698.397705
	Iteration 62Q: 3 clusters Score -508259.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -508267.156250 Penalty: 2698.397705
	Iteration 63Q: 3 clusters Score -508267.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -508276.843750 Penalty: 2698.397705
	Iteration 64Q: 3 clusters Score -508276.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -508283.843750 Penalty: 2698.397705
	Iteration 65Q: 3 clusters Score -508283.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -508290.937500 Penalty: 2698.397705
	Iteration 66Q: 3 clusters Score -508290.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -508298.812500 Penalty: 2698.397705
	Iteration 67Q: 3 clusters Score -508298.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -508308.281250 Penalty: 2698.397705
	Iteration 68Q: 3 clusters Score -508308.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -508322.781250 Penalty: 2698.397705
	Iteration 69Q: 3 clusters Score -508322.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -508336.218750 Penalty: 2698.397705
	Iteration 70Q: 3 clusters Score -508336.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -508350.718750 Penalty: 2698.397705
	Iteration 71Q: 3 clusters Score -508350.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -508361.500000 Penalty: 2698.397705
	Iteration 72Q: 3 clusters Score -508361.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -508375.062500 Penalty: 2698.397705
	Iteration 73Q: 3 clusters Score -508375.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -508391.781250 Penalty: 2698.397705
	Iteration 74Q: 3 clusters Score -508391.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -508405.031250 Penalty: 2698.397705
	Iteration 75Q: 3 clusters Score -508405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -508419.437500 Penalty: 2698.397705
	Iteration 76Q: 3 clusters Score -508419.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -508429.593750 Penalty: 2698.397705
	Iteration 77Q: 3 clusters Score -508429.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -508438.562500 Penalty: 2698.397705
	Iteration 78Q: 3 clusters Score -508438.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -508446.625000 Penalty: 2698.397705
	Iteration 79Q: 3 clusters Score -508446.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -508452.250000 Penalty: 2698.397705
	Iteration 80F: 3 clusters Score -508452.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -508459.031250 Penalty: 2698.397705
	Iteration 81Q: 3 clusters Score -508459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -508468.875000 Penalty: 2698.397705
	Iteration 82Q: 3 clusters Score -508468.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -508479.906250 Penalty: 2698.397705
	Iteration 83Q: 3 clusters Score -508479.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -508492.000000 Penalty: 2698.397705
	Iteration 84Q: 3 clusters Score -508492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -508501.281250 Penalty: 2698.397705
	Iteration 85Q: 3 clusters Score -508501.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -508510.125000 Penalty: 2698.397705
	Iteration 86Q: 3 clusters Score -508510.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -508518.312500 Penalty: 2698.397705
	Iteration 87Q: 3 clusters Score -508518.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -508525.718750 Penalty: 2698.397705
	Iteration 88Q: 3 clusters Score -508525.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -508532.156250 Penalty: 2698.397705
	Iteration 89Q: 3 clusters Score -508532.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -508540.531250 Penalty: 2698.397705
	Iteration 90Q: 3 clusters Score -508540.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -508549.500000 Penalty: 2698.397705
	Iteration 91Q: 3 clusters Score -508549.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -508559.843750 Penalty: 2698.397705
	Iteration 92Q: 3 clusters Score -508559.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -508565.625000 Penalty: 2698.397705
	Iteration 93Q: 3 clusters Score -508565.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -508573.937500 Penalty: 2698.397705
	Iteration 94Q: 3 clusters Score -508573.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -508581.812500 Penalty: 2698.397705
	Iteration 95Q: 3 clusters Score -508581.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -508587.687500 Penalty: 2698.397705
	Iteration 96Q: 3 clusters Score -508587.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -508595.531250 Penalty: 2698.397705
	Iteration 97Q: 3 clusters Score -508595.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -508602.906250 Penalty: 2698.397705
	Iteration 98Q: 3 clusters Score -508602.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -508606.843750 Penalty: 2698.397705
	Iteration 99Q: 3 clusters Score -508606.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -508609.906250 Penalty: 2698.397705
	Iteration 100F: 3 clusters Score -508609.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -508612.406250 Penalty: 2698.397705
	Iteration 101Q: 3 clusters Score -508612.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -508617.781250 Penalty: 2698.397705
	Iteration 102Q: 3 clusters Score -508617.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -508622.718750 Penalty: 2698.397705
	Iteration 103Q: 3 clusters Score -508622.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -508628.437500 Penalty: 2698.397705
	Iteration 104Q: 3 clusters Score -508628.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -508632.187500 Penalty: 2698.397705
	Iteration 105Q: 3 clusters Score -508632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -508633.781250 Penalty: 2698.397705
	Iteration 106Q: 3 clusters Score -508633.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -508634.500000 Penalty: 2698.397705
	Iteration 107Q: 3 clusters Score -508634.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -508636.625000 Penalty: 2698.397705
	Iteration 108Q: 3 clusters Score -508636.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -508636.718750 Penalty: 2698.397705
	Iteration 109Q: 3 clusters Score -508636.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -508640.093750 Penalty: 2698.397705
	Iteration 110Q: 3 clusters Score -508640.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -508643.500000 Penalty: 2698.397705
	Iteration 111Q: 3 clusters Score -508643.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -508645.718750 Penalty: 2698.397705
	Iteration 112Q: 3 clusters Score -508645.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -508646.406250 Penalty: 2698.397705
	Iteration 113Q: 3 clusters Score -508646.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -508650.156250 Penalty: 2698.397705
	Iteration 114Q: 3 clusters Score -508650.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -508654.843750 Penalty: 2698.397705
	Iteration 115Q: 3 clusters Score -508654.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -508658.875000 Penalty: 2698.397705
	Iteration 116Q: 3 clusters Score -508658.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -508662.312500 Penalty: 2698.397705
	Iteration 117Q: 3 clusters Score -508662.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -508668.312500 Penalty: 2698.397705
	Iteration 118Q: 3 clusters Score -508668.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -508676.093750 Penalty: 2698.397705
	Iteration 119Q: 3 clusters Score -508676.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -508682.906250 Penalty: 2698.397705
	Iteration 120F: 3 clusters Score -508682.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -508690.812500 Penalty: 2698.397705
	Iteration 121Q: 3 clusters Score -508690.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -508695.812500 Penalty: 2698.397705
	Iteration 122Q: 3 clusters Score -508695.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -508698.656250 Penalty: 2698.397705
	Iteration 123Q: 3 clusters Score -508698.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -508699.656250 Penalty: 2698.397705
	Iteration 124Q: 3 clusters Score -508699.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -508702.812500 Penalty: 2698.397705
	Iteration 125Q: 3 clusters Score -508702.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -508704.000000 Penalty: 2698.397705
	Iteration 126Q: 3 clusters Score -508704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -508706.218750 Penalty: 2698.397705
	Iteration 127Q: 3 clusters Score -508706.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -508708.718750 Penalty: 2698.397705
	Iteration 128Q: 3 clusters Score -508708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -508710.187500 Penalty: 2698.397705
	Iteration 129Q: 3 clusters Score -508710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -508711.468750 Penalty: 2698.397705
	Iteration 130Q: 3 clusters Score -508711.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -508712.468750 Penalty: 2698.397705
	Iteration 131Q: 3 clusters Score -508712.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -508711.968750 Penalty: 2698.397705
	Iteration 132Q: 3 clusters Score -508712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -508711.968750 Penalty: 2698.397705
	Iteration 133F: 3 clusters Score -508712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (136211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136211 members 
Entering Unmasked Estep 
Score: -17292760.000000 Penalty: 1921.068604
	Iteration 0F: 2 clusters Score -1.729276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -17211132.000000 Penalty: 3842.137207
	Iteration 0F: 3 clusters Score -1.721113e+07 nChanged 65421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
Score: -17249066.000000 Penalty: 3842.137207
	Iteration 1F: 3 clusters Score -1.724907e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -17249858.000000 Penalty: 3842.137207
	Iteration 2Q: 3 clusters Score -1.724986e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64453 members 
Mstep: Class 2 contains 71758 members 
Entering Unmasked Estep 
Score: -17250794.000000 Penalty: 3842.137207
	Iteration 3Q: 3 clusters Score -1.725079e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -17252228.000000 Penalty: 3842.137207
	Iteration 4Q: 3 clusters Score -1.725223e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -17254532.000000 Penalty: 3842.137207
	Iteration 5Q: 3 clusters Score -1.725453e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -17258144.000000 Penalty: 3842.137207
	Iteration 6Q: 3 clusters Score -1.725814e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 86845 members 
Entering Unmasked Estep 
Score: -17263672.000000 Penalty: 3842.137207
	Iteration 7F: 3 clusters Score -1.726367e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -17270830.000000 Penalty: 3842.137207
	Iteration 8F: 3 clusters Score -1.727083e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -17277080.000000 Penalty: 3842.137207
	Iteration 9F: 3 clusters Score -1.727708e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 98971 members 
Entering Unmasked Estep 
Score: -17280522.000000 Penalty: 3842.137207
	Iteration 10Q: 3 clusters Score -1.728052e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 100732 members 
Entering Unmasked Estep 
Score: -17281986.000000 Penalty: 3842.137207
	Iteration 11Q: 3 clusters Score -1.728199e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 102247 members 
Entering Unmasked Estep 
Score: -17282716.000000 Penalty: 3842.137207
	Iteration 12Q: 3 clusters Score -1.728272e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -17283328.000000 Penalty: 3842.137207
	Iteration 13Q: 3 clusters Score -1.728333e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 105214 members 
Entering Unmasked Estep 
Score: -17283824.000000 Penalty: 3842.137207
	Iteration 14Q: 3 clusters Score -1.728382e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -17284364.000000 Penalty: 3842.137207
	Iteration 15Q: 3 clusters Score -1.728436e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 108291 members 
Entering Unmasked Estep 
Score: -17284902.000000 Penalty: 3842.137207
	Iteration 16Q: 3 clusters Score -1.72849e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 109844 members 
Entering Unmasked Estep 
Score: -17285804.000000 Penalty: 3842.137207
	Iteration 17Q: 3 clusters Score -1.72858e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 111446 members 
Entering Unmasked Estep 
Score: -17286826.000000 Penalty: 3842.137207
	Iteration 18Q: 3 clusters Score -1.728683e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 113155 members 
Entering Unmasked Estep 
Score: -17287696.000000 Penalty: 3842.137207
	Iteration 19Q: 3 clusters Score -1.72877e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 115099 members 
Entering Unmasked Estep 
Score: -17288402.000000 Penalty: 3842.137207
	Iteration 20F: 3 clusters Score -1.72884e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 117180 members 
Entering Unmasked Estep 
Score: -17288956.000000 Penalty: 3842.137207
	Iteration 21Q: 3 clusters Score -1.728896e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 119290 members 
Entering Unmasked Estep 
Score: -17289478.000000 Penalty: 3842.137207
	Iteration 22Q: 3 clusters Score -1.728948e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 121356 members 
Entering Unmasked Estep 
Score: -17289772.000000 Penalty: 3842.137207
	Iteration 23Q: 3 clusters Score -1.728977e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 123344 members 
Entering Unmasked Estep 
Score: -17290132.000000 Penalty: 3842.137207
	Iteration 24Q: 3 clusters Score -1.729013e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 125144 members 
Entering Unmasked Estep 
Score: -17290328.000000 Penalty: 3842.137207
	Iteration 25Q: 3 clusters Score -1.729033e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 126786 members 
Entering Unmasked Estep 
Score: -17290582.000000 Penalty: 3842.137207
	Iteration 26Q: 3 clusters Score -1.729058e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 128226 members 
Entering Unmasked Estep 
Score: -17290826.000000 Penalty: 3842.137207
	Iteration 27Q: 3 clusters Score -1.729083e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 129503 members 
Entering Unmasked Estep 
Score: -17291096.000000 Penalty: 3842.137207
	Iteration 28Q: 3 clusters Score -1.72911e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 130602 members 
Entering Unmasked Estep 
Score: -17291216.000000 Penalty: 3842.137207
	Iteration 29Q: 3 clusters Score -1.729122e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 131500 members 
Entering Unmasked Estep 
Score: -17291358.000000 Penalty: 3842.137207
	Iteration 30Q: 3 clusters Score -1.729136e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 132229 members 
Entering Unmasked Estep 
Score: -17291346.000000 Penalty: 3842.137207
	Iteration 31Q: 3 clusters Score -1.729135e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 132789 members 
Entering Unmasked Estep 
Score: -17291428.000000 Penalty: 3842.137207
	Iteration 32Q: 3 clusters Score -1.729143e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 133249 members 
Entering Unmasked Estep 
Score: -17291490.000000 Penalty: 3842.137207
	Iteration 33Q: 3 clusters Score -1.729149e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 133616 members 
Entering Unmasked Estep 
Score: -17291540.000000 Penalty: 3842.137207
	Iteration 34Q: 3 clusters Score -1.729154e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 133909 members 
Entering Unmasked Estep 
Score: -17291638.000000 Penalty: 3842.137207
	Iteration 35Q: 3 clusters Score -1.729164e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 134161 members 
Entering Unmasked Estep 
Score: -17291618.000000 Penalty: 3842.137207
	Iteration 36Q: 3 clusters Score -1.729162e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 134360 members 
Entering Unmasked Estep 
Score: -17291638.000000 Penalty: 3842.137207
	Iteration 37Q: 3 clusters Score -1.729164e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 134518 members 
Entering Unmasked Estep 
Score: -17291694.000000 Penalty: 3842.137207
	Iteration 38Q: 3 clusters Score -1.729169e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 134655 members 
Entering Unmasked Estep 
Score: -17291680.000000 Penalty: 3842.137207
	Iteration 39Q: 3 clusters Score -1.729168e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 134774 members 
Entering Unmasked Estep 
Score: -17291680.000000 Penalty: 3842.137207
	Iteration 40F: 3 clusters Score -1.729168e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 134868 members 
Entering Unmasked Estep 
Score: -17291698.000000 Penalty: 3842.137207
	Iteration 41Q: 3 clusters Score -1.72917e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 134950 members 
Entering Unmasked Estep 
Score: -17291696.000000 Penalty: 3842.137207
	Iteration 42Q: 3 clusters Score -1.72917e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 135005 members 
Entering Unmasked Estep 
Score: -17291738.000000 Penalty: 3842.137207
	Iteration 43Q: 3 clusters Score -1.729174e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 135049 members 
Entering Unmasked Estep 
Score: -17291750.000000 Penalty: 3842.137207
	Iteration 44Q: 3 clusters Score -1.729175e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 135082 members 
Entering Unmasked Estep 
Score: -17291754.000000 Penalty: 3842.137207
	Iteration 45Q: 3 clusters Score -1.729175e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 135105 members 
Entering Unmasked Estep 
Score: -17291756.000000 Penalty: 3842.137207
	Iteration 46Q: 3 clusters Score -1.729176e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 135127 members 
Entering Unmasked Estep 
Score: -17291768.000000 Penalty: 3842.137207
	Iteration 47Q: 3 clusters Score -1.729177e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 135156 members 
Entering Unmasked Estep 
Score: -17291770.000000 Penalty: 3842.137207
	Iteration 48Q: 3 clusters Score -1.729177e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 135169 members 
Entering Unmasked Estep 
Score: -17291768.000000 Penalty: 3842.137207
	Iteration 49Q: 3 clusters Score -1.729177e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 135184 members 
Entering Unmasked Estep 
Score: -17291762.000000 Penalty: 3842.137207
	Iteration 50Q: 3 clusters Score -1.729176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 135197 members 
Entering Unmasked Estep 
Score: -17291770.000000 Penalty: 3842.137207
	Iteration 51Q: 3 clusters Score -1.729177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 135207 members 
Entering Unmasked Estep 
Score: -17291752.000000 Penalty: 3842.137207
	Iteration 52Q: 3 clusters Score -1.729175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 135214 members 
Entering Unmasked Estep 
Score: -17291758.000000 Penalty: 3842.137207
	Iteration 53Q: 3 clusters Score -1.729176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 135217 members 
Entering Unmasked Estep 
Score: -17291754.000000 Penalty: 3842.137207
	Iteration 54Q: 3 clusters Score -1.729175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 135217 members 
Entering Unmasked Estep 
Score: -17291754.000000 Penalty: 3842.137207
	Iteration 55F: 3 clusters Score -1.729175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Entering Unmasked Estep 
Score: -576119.000000 Penalty: 1393.727051
	Iteration 0F: 2 clusters Score -576119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -572006.312500 Penalty: 2787.454102
	Iteration 0F: 3 clusters Score -572006.3 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -573212.750000 Penalty: 2787.454102
	Iteration 1F: 3 clusters Score -573212.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -573572.375000 Penalty: 2787.454102
	Iteration 2F: 3 clusters Score -573572.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -573971.312500 Penalty: 2787.454102
	Iteration 3F: 3 clusters Score -573971.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -574348.812500 Penalty: 2787.454102
	Iteration 4F: 3 clusters Score -574348.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -574718.812500 Penalty: 2787.454102
	Iteration 5F: 3 clusters Score -574718.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -575106.937500 Penalty: 2787.454102
	Iteration 6F: 3 clusters Score -575106.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -575497.375000 Penalty: 2787.454102
	Iteration 7F: 3 clusters Score -575497.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -575793.625000 Penalty: 2787.454102
	Iteration 8F: 3 clusters Score -575793.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -575948.687500 Penalty: 2787.454102
	Iteration 9Q: 3 clusters Score -575948.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -576038.937500 Penalty: 2787.454102
	Iteration 10Q: 3 clusters Score -576038.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -576102.250000 Penalty: 2787.454102
	Iteration 11Q: 3 clusters Score -576102.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -576143.937500 Penalty: 2787.454102
	Iteration 12Q: 3 clusters Score -576143.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -576173.937500 Penalty: 2787.454102
	Iteration 13Q: 3 clusters Score -576173.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -576198.250000 Penalty: 2787.454102
	Iteration 14Q: 3 clusters Score -576198.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -576212.187500 Penalty: 2787.454102
	Iteration 15Q: 3 clusters Score -576212.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -576224.437500 Penalty: 2787.454102
	Iteration 16Q: 3 clusters Score -576224.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -576236.250000 Penalty: 2787.454102
	Iteration 17Q: 3 clusters Score -576236.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -576249.312500 Penalty: 2787.454102
	Iteration 18Q: 3 clusters Score -576249.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -576260.000000 Penalty: 2787.454102
	Iteration 19Q: 3 clusters Score -576260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -576271.437500 Penalty: 2787.454102
	Iteration 20F: 3 clusters Score -576271.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -576289.125000 Penalty: 2787.454102
	Iteration 21Q: 3 clusters Score -576289.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -576301.750000 Penalty: 2787.454102
	Iteration 22Q: 3 clusters Score -576301.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -576307.375000 Penalty: 2787.454102
	Iteration 23Q: 3 clusters Score -576307.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -576315.750000 Penalty: 2787.454102
	Iteration 24Q: 3 clusters Score -576315.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -576324.312500 Penalty: 2787.454102
	Iteration 25Q: 3 clusters Score -576324.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -576333.937500 Penalty: 2787.454102
	Iteration 26Q: 3 clusters Score -576333.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -576341.187500 Penalty: 2787.454102
	Iteration 27Q: 3 clusters Score -576341.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -576347.062500 Penalty: 2787.454102
	Iteration 28Q: 3 clusters Score -576347.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -576350.687500 Penalty: 2787.454102
	Iteration 29Q: 3 clusters Score -576350.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -576355.437500 Penalty: 2787.454102
	Iteration 30Q: 3 clusters Score -576355.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -576359.000000 Penalty: 2787.454102
	Iteration 31Q: 3 clusters Score -576359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -576361.375000 Penalty: 2787.454102
	Iteration 32Q: 3 clusters Score -576361.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -576364.000000 Penalty: 2787.454102
	Iteration 33Q: 3 clusters Score -576364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -576367.937500 Penalty: 2787.454102
	Iteration 34Q: 3 clusters Score -576367.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -576371.750000 Penalty: 2787.454102
	Iteration 35Q: 3 clusters Score -576371.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -576371.875000 Penalty: 2787.454102
	Iteration 36Q: 3 clusters Score -576371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -576372.687500 Penalty: 2787.454102
	Iteration 37Q: 3 clusters Score -576372.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -576374.250000 Penalty: 2787.454102
	Iteration 38Q: 3 clusters Score -576374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -576374.250000 Penalty: 2787.454102
	Iteration 39F: 3 clusters Score -576374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136211 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 37024 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64407 members 
Mstep: Class 7 contains 18381 members 
Mstep: Class 8 contains 117200 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26921 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42810 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117551 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 26 contains 3268 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33936 members 
Mstep: Class 32 contains 82847 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
Score: -108957152.000000 Penalty: 80105.234375
Splitting cluster 3 changes total score from -108957520.000000 to -108957152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (37024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Entering Unmasked Estep 
Score: -4410598.000000 Penalty: 1709.389771
	Iteration 0F: 2 clusters Score -4410598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -4385864.000000 Penalty: 3418.779541
	Iteration 0F: 3 clusters Score -4385864 nChanged 17156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -4395746.500000 Penalty: 3418.779541
	Iteration 1F: 3 clusters Score -4395746 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -4396613.500000 Penalty: 3418.779541
	Iteration 2F: 3 clusters Score -4396614 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -4397734.000000 Penalty: 3418.779541
	Iteration 3F: 3 clusters Score -4397734 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -4398998.500000 Penalty: 3418.779541
	Iteration 4F: 3 clusters Score -4398998 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -4400615.000000 Penalty: 3418.779541
	Iteration 5F: 3 clusters Score -4400615 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -4402499.500000 Penalty: 3418.779541
	Iteration 6F: 3 clusters Score -4402500 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -4404405.000000 Penalty: 3418.779541
	Iteration 7F: 3 clusters Score -4404405 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -4406152.000000 Penalty: 3418.779541
	Iteration 8F: 3 clusters Score -4406152 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4407411.500000 Penalty: 3418.779541
	Iteration 9Q: 3 clusters Score -4407412 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -4408197.500000 Penalty: 3418.779541
	Iteration 10Q: 3 clusters Score -4408198 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4408732.000000 Penalty: 3418.779541
	Iteration 11Q: 3 clusters Score -4408732 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4409073.500000 Penalty: 3418.779541
	Iteration 12Q: 3 clusters Score -4409074 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4409268.500000 Penalty: 3418.779541
	Iteration 13Q: 3 clusters Score -4409268 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4409372.000000 Penalty: 3418.779541
	Iteration 14Q: 3 clusters Score -4409372 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4409447.000000 Penalty: 3418.779541
	Iteration 15Q: 3 clusters Score -4409447 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4409506.500000 Penalty: 3418.779541
	Iteration 16Q: 3 clusters Score -4409506 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4409540.000000 Penalty: 3418.779541
	Iteration 17Q: 3 clusters Score -4409540 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4409574.500000 Penalty: 3418.779541
	Iteration 18Q: 3 clusters Score -4409574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4409588.000000 Penalty: 3418.779541
	Iteration 19Q: 3 clusters Score -4409588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4409608.000000 Penalty: 3418.779541
	Iteration 20F: 3 clusters Score -4409608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4409619.500000 Penalty: 3418.779541
	Iteration 21Q: 3 clusters Score -4409620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4409629.500000 Penalty: 3418.779541
	Iteration 22Q: 3 clusters Score -4409630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4409646.500000 Penalty: 3418.779541
	Iteration 23Q: 3 clusters Score -4409646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4409652.000000 Penalty: 3418.779541
	Iteration 24Q: 3 clusters Score -4409652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4409657.500000 Penalty: 3418.779541
	Iteration 25Q: 3 clusters Score -4409658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4409652.500000 Penalty: 3418.779541
	Iteration 26Q: 3 clusters Score -4409652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4409652.000000 Penalty: 3418.779541
	Iteration 27Q: 3 clusters Score -4409652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4409659.000000 Penalty: 3418.779541
	Iteration 28Q: 3 clusters Score -4409659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4409657.500000 Penalty: 3418.779541
	Iteration 29Q: 3 clusters Score -4409658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4409656.500000 Penalty: 3418.779541
	Iteration 30Q: 3 clusters Score -4409656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4409659.000000 Penalty: 3418.779541
	Iteration 31Q: 3 clusters Score -4409659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4409661.000000 Penalty: 3418.779541
	Iteration 32Q: 3 clusters Score -4409661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4409658.000000 Penalty: 3418.779541
	Iteration 33Q: 3 clusters Score -4409658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4409658.000000 Penalty: 3418.779541
	Iteration 34Q: 3 clusters Score -4409658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4409658.000000 Penalty: 3418.779541
	Iteration 35F: 3 clusters Score -4409658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -14500.969727 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -14500.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13851.173828 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -13851.17 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14161.322266 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -14161.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14336.958008 Penalty: 1782.559082
	Iteration 2F: 3 clusters Score -14336.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14397.329102 Penalty: 1782.559082
	Iteration 3F: 3 clusters Score -14397.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14516.196289 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -14516.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14582.562500 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -14582.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14583.296875 Penalty: 1782.559082
	Iteration 6Q: 3 clusters Score -14583.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14583.296875 Penalty: 1782.559082
	Iteration 7F: 3 clusters Score -14583.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136211 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 37024 members 
Mstep: Class 5 contains 115 members 
Mstep: Class 6 contains 64407 members 
Mstep: Class 7 contains 18381 members 
Mstep: Class 8 contains 117200 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26921 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42810 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117551 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 26 contains 126 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33936 members 
Mstep: Class 32 contains 82847 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 248 members 
Entering Unmasked Estep 
Score: -108956304.000000 Penalty: 80105.234375
Splitting cluster 5 changes total score from -108957520.000000 to -108956304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (64407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Entering Unmasked Estep 
Score: -7582886.000000 Penalty: 1799.358887
	Iteration 0F: 2 clusters Score -7582886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -7539727.500000 Penalty: 3598.717773
	Iteration 0F: 3 clusters Score -7539728 nChanged 30511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -7557187.500000 Penalty: 3598.717773
	Iteration 1F: 3 clusters Score -7557188 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -7558122.500000 Penalty: 3598.717773
	Iteration 2Q: 3 clusters Score -7558122 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -7559452.500000 Penalty: 3598.717773
	Iteration 3Q: 3 clusters Score -7559452 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -7561421.000000 Penalty: 3598.717773
	Iteration 4F: 3 clusters Score -7561421 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -7564203.000000 Penalty: 3598.717773
	Iteration 5F: 3 clusters Score -7564203 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -7567430.500000 Penalty: 3598.717773
	Iteration 6F: 3 clusters Score -7567430 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -7570288.500000 Penalty: 3598.717773
	Iteration 7F: 3 clusters Score -7570288 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -7572228.000000 Penalty: 3598.717773
	Iteration 8F: 3 clusters Score -7572228 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -7573597.000000 Penalty: 3598.717773
	Iteration 9Q: 3 clusters Score -7573597 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -7574425.000000 Penalty: 3598.717773
	Iteration 10Q: 3 clusters Score -7574425 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -7575010.500000 Penalty: 3598.717773
	Iteration 11Q: 3 clusters Score -7575010 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -7575535.500000 Penalty: 3598.717773
	Iteration 12Q: 3 clusters Score -7575536 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -7576020.500000 Penalty: 3598.717773
	Iteration 13Q: 3 clusters Score -7576020 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -7576445.000000 Penalty: 3598.717773
	Iteration 14Q: 3 clusters Score -7576445 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -7576852.000000 Penalty: 3598.717773
	Iteration 15Q: 3 clusters Score -7576852 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -7577329.500000 Penalty: 3598.717773
	Iteration 16Q: 3 clusters Score -7577330 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -7577792.000000 Penalty: 3598.717773
	Iteration 17Q: 3 clusters Score -7577792 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -7578319.500000 Penalty: 3598.717773
	Iteration 18Q: 3 clusters Score -7578320 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57609 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -7578787.500000 Penalty: 3598.717773
	Iteration 19Q: 3 clusters Score -7578788 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -7579302.000000 Penalty: 3598.717773
	Iteration 20F: 3 clusters Score -7579302 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -7579827.000000 Penalty: 3598.717773
	Iteration 21Q: 3 clusters Score -7579827 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -7580199.000000 Penalty: 3598.717773
	Iteration 22Q: 3 clusters Score -7580199 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61098 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -7580496.000000 Penalty: 3598.717773
	Iteration 23Q: 3 clusters Score -7580496 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7580781.500000 Penalty: 3598.717773
	Iteration 24Q: 3 clusters Score -7580782 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62063 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7581004.500000 Penalty: 3598.717773
	Iteration 25Q: 3 clusters Score -7581004 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7581163.000000 Penalty: 3598.717773
	Iteration 26Q: 3 clusters Score -7581163 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -7581290.000000 Penalty: 3598.717773
	Iteration 27Q: 3 clusters Score -7581290 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7581399.000000 Penalty: 3598.717773
	Iteration 28Q: 3 clusters Score -7581399 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -7581485.000000 Penalty: 3598.717773
	Iteration 29Q: 3 clusters Score -7581485 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7581540.500000 Penalty: 3598.717773
	Iteration 30Q: 3 clusters Score -7581540 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7581597.000000 Penalty: 3598.717773
	Iteration 31Q: 3 clusters Score -7581597 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7581646.500000 Penalty: 3598.717773
	Iteration 32Q: 3 clusters Score -7581646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7581678.500000 Penalty: 3598.717773
	Iteration 33Q: 3 clusters Score -7581678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7581697.500000 Penalty: 3598.717773
	Iteration 34Q: 3 clusters Score -7581698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7581714.500000 Penalty: 3598.717773
	Iteration 35Q: 3 clusters Score -7581714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7581722.500000 Penalty: 3598.717773
	Iteration 36Q: 3 clusters Score -7581722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7581733.000000 Penalty: 3598.717773
	Iteration 37Q: 3 clusters Score -7581733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7581734.500000 Penalty: 3598.717773
	Iteration 38Q: 3 clusters Score -7581734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7581744.000000 Penalty: 3598.717773
	Iteration 39Q: 3 clusters Score -7581744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7581745.000000 Penalty: 3598.717773
	Iteration 40F: 3 clusters Score -7581745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63514 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7581750.500000 Penalty: 3598.717773
	Iteration 41Q: 3 clusters Score -7581750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7581757.000000 Penalty: 3598.717773
	Iteration 42Q: 3 clusters Score -7581757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7581766.000000 Penalty: 3598.717773
	Iteration 43Q: 3 clusters Score -7581766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7581765.500000 Penalty: 3598.717773
	Iteration 44Q: 3 clusters Score -7581766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7581777.500000 Penalty: 3598.717773
	Iteration 45Q: 3 clusters Score -7581778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7581777.000000 Penalty: 3598.717773
	Iteration 46Q: 3 clusters Score -7581777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63554 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7581783.500000 Penalty: 3598.717773
	Iteration 47Q: 3 clusters Score -7581784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63558 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7581780.500000 Penalty: 3598.717773
	Iteration 48Q: 3 clusters Score -7581780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7581779.000000 Penalty: 3598.717773
	Iteration 49Q: 3 clusters Score -7581779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7581788.500000 Penalty: 3598.717773
	Iteration 50Q: 3 clusters Score -7581788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7581789.000000 Penalty: 3598.717773
	Iteration 51Q: 3 clusters Score -7581789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7581789.500000 Penalty: 3598.717773
	Iteration 52Q: 3 clusters Score -7581790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7581796.000000 Penalty: 3598.717773
	Iteration 53Q: 3 clusters Score -7581796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7581796.500000 Penalty: 3598.717773
	Iteration 54Q: 3 clusters Score -7581796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7581796.000000 Penalty: 3598.717773
	Iteration 55Q: 3 clusters Score -7581796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7581796.500000 Penalty: 3598.717773
	Iteration 56Q: 3 clusters Score -7581796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7581796.500000 Penalty: 3598.717773
	Iteration 57Q: 3 clusters Score -7581796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7581811.500000 Penalty: 3598.717773
	Iteration 58Q: 3 clusters Score -7581812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7581810.000000 Penalty: 3598.717773
	Iteration 59Q: 3 clusters Score -7581810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7581802.500000 Penalty: 3598.717773
	Iteration 60F: 3 clusters Score -7581802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7581816.000000 Penalty: 3598.717773
	Iteration 61Q: 3 clusters Score -7581816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7581823.000000 Penalty: 3598.717773
	Iteration 62Q: 3 clusters Score -7581823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7581819.000000 Penalty: 3598.717773
	Iteration 63Q: 3 clusters Score -7581819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7581823.000000 Penalty: 3598.717773
	Iteration 64Q: 3 clusters Score -7581823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7581824.000000 Penalty: 3598.717773
	Iteration 65Q: 3 clusters Score -7581824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7581819.000000 Penalty: 3598.717773
	Iteration 66Q: 3 clusters Score -7581819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7581820.000000 Penalty: 3598.717773
	Iteration 67Q: 3 clusters Score -7581820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7581823.500000 Penalty: 3598.717773
	Iteration 68Q: 3 clusters Score -7581824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7581828.000000 Penalty: 3598.717773
	Iteration 69Q: 3 clusters Score -7581828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7581823.500000 Penalty: 3598.717773
	Iteration 70Q: 3 clusters Score -7581824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7581828.500000 Penalty: 3598.717773
	Iteration 71Q: 3 clusters Score -7581828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7581820.500000 Penalty: 3598.717773
	Iteration 72Q: 3 clusters Score -7581820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7581821.500000 Penalty: 3598.717773
	Iteration 73Q: 3 clusters Score -7581822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7581829.000000 Penalty: 3598.717773
	Iteration 74Q: 3 clusters Score -7581829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63558 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7581831.000000 Penalty: 3598.717773
	Iteration 75Q: 3 clusters Score -7581831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7581830.500000 Penalty: 3598.717773
	Iteration 76Q: 3 clusters Score -7581830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7581828.500000 Penalty: 3598.717773
	Iteration 77Q: 3 clusters Score -7581828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7581830.500000 Penalty: 3598.717773
	Iteration 78Q: 3 clusters Score -7581830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63558 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7581834.500000 Penalty: 3598.717773
	Iteration 79Q: 3 clusters Score -7581834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63558 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7581834.500000 Penalty: 3598.717773
	Iteration 80F: 3 clusters Score -7581834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Entering Unmasked Estep 
Score: -2310107.250000 Penalty: 1595.599365
	Iteration 0F: 2 clusters Score -2310107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2297424.000000 Penalty: 3191.198730
	Iteration 0F: 3 clusters Score -2297424 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2301969.250000 Penalty: 3191.198730
	Iteration 1F: 3 clusters Score -2301969 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2302377.000000 Penalty: 3191.198730
	Iteration 2F: 3 clusters Score -2302377 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2302811.500000 Penalty: 3191.198730
	Iteration 3F: 3 clusters Score -2302812 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2303369.750000 Penalty: 3191.198730
	Iteration 4F: 3 clusters Score -2303370 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2304007.000000 Penalty: 3191.198730
	Iteration 5F: 3 clusters Score -2304007 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2304727.750000 Penalty: 3191.198730
	Iteration 6F: 3 clusters Score -2304728 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2305599.250000 Penalty: 3191.198730
	Iteration 7F: 3 clusters Score -2305599 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2306494.000000 Penalty: 3191.198730
	Iteration 8F: 3 clusters Score -2306494 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2307293.750000 Penalty: 3191.198730
	Iteration 9Q: 3 clusters Score -2307294 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2307850.750000 Penalty: 3191.198730
	Iteration 10Q: 3 clusters Score -2307851 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2308213.250000 Penalty: 3191.198730
	Iteration 11Q: 3 clusters Score -2308213 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2308401.750000 Penalty: 3191.198730
	Iteration 12Q: 3 clusters Score -2308402 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2308511.750000 Penalty: 3191.198730
	Iteration 13Q: 3 clusters Score -2308512 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2308591.500000 Penalty: 3191.198730
	Iteration 14Q: 3 clusters Score -2308592 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2308646.500000 Penalty: 3191.198730
	Iteration 15Q: 3 clusters Score -2308646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2308681.000000 Penalty: 3191.198730
	Iteration 16Q: 3 clusters Score -2308681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2308709.000000 Penalty: 3191.198730
	Iteration 17Q: 3 clusters Score -2308709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2308737.250000 Penalty: 3191.198730
	Iteration 18Q: 3 clusters Score -2308737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2308756.750000 Penalty: 3191.198730
	Iteration 19Q: 3 clusters Score -2308757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2308769.750000 Penalty: 3191.198730
	Iteration 20F: 3 clusters Score -2308770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2308780.250000 Penalty: 3191.198730
	Iteration 21Q: 3 clusters Score -2308780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2308782.500000 Penalty: 3191.198730
	Iteration 22Q: 3 clusters Score -2308782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2308783.750000 Penalty: 3191.198730
	Iteration 23Q: 3 clusters Score -2308784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2308783.750000 Penalty: 3191.198730
	Iteration 24F: 3 clusters Score -2308784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (117200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117200 members 
Entering Unmasked Estep 
Score: -14971311.000000 Penalty: 1896.641113
	Iteration 0F: 2 clusters Score -1.497131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -14893515.000000 Penalty: 3793.282227
	Iteration 0F: 3 clusters Score -1.489352e+07 nChanged 56300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -14926657.000000 Penalty: 3793.282227
	Iteration 1F: 3 clusters Score -1.492666e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66966 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -14928200.000000 Penalty: 3793.282227
	Iteration 2Q: 3 clusters Score -1.49282e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72421 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -14930797.000000 Penalty: 3793.282227
	Iteration 3F: 3 clusters Score -1.49308e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -14935851.000000 Penalty: 3793.282227
	Iteration 4F: 3 clusters Score -1.493585e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -14943400.000000 Penalty: 3793.282227
	Iteration 5F: 3 clusters Score -1.49434e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100653 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -14952191.000000 Penalty: 3793.282227
	Iteration 6F: 3 clusters Score -1.495219e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108324 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -14959568.000000 Penalty: 3793.282227
	Iteration 7F: 3 clusters Score -1.495957e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112912 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -14965356.000000 Penalty: 3793.282227
	Iteration 8Q: 3 clusters Score -1.496536e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115261 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -14967868.000000 Penalty: 3793.282227
	Iteration 9Q: 3 clusters Score -1.496787e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116270 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -14968871.000000 Penalty: 3793.282227
	Iteration 10Q: 3 clusters Score -1.496887e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116662 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -14969257.000000 Penalty: 3793.282227
	Iteration 11Q: 3 clusters Score -1.496926e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116801 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -14969405.000000 Penalty: 3793.282227
	Iteration 12Q: 3 clusters Score -1.49694e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116856 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -14969470.000000 Penalty: 3793.282227
	Iteration 13Q: 3 clusters Score -1.496947e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116885 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -14969546.000000 Penalty: 3793.282227
	Iteration 14Q: 3 clusters Score -1.496955e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116901 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -14969572.000000 Penalty: 3793.282227
	Iteration 15Q: 3 clusters Score -1.496957e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116906 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -14969604.000000 Penalty: 3793.282227
	Iteration 16Q: 3 clusters Score -1.49696e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116907 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -14969619.000000 Penalty: 3793.282227
	Iteration 17Q: 3 clusters Score -1.496962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116910 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -14969631.000000 Penalty: 3793.282227
	Iteration 18Q: 3 clusters Score -1.496963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116912 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -14969658.000000 Penalty: 3793.282227
	Iteration 19Q: 3 clusters Score -1.496966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116913 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -14969656.000000 Penalty: 3793.282227
	Iteration 20F: 3 clusters Score -1.496966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116913 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -14969646.000000 Penalty: 3793.282227
	Iteration 21Q: 3 clusters Score -1.496965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116912 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -14969646.000000 Penalty: 3793.282227
	Iteration 22Q: 3 clusters Score -1.496965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116915 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14969651.000000 Penalty: 3793.282227
	Iteration 23Q: 3 clusters Score -1.496965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116916 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -14969649.000000 Penalty: 3793.282227
	Iteration 24Q: 3 clusters Score -1.496965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116915 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14969663.000000 Penalty: 3793.282227
	Iteration 25Q: 3 clusters Score -1.496966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116913 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -14969672.000000 Penalty: 3793.282227
	Iteration 26Q: 3 clusters Score -1.496967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116913 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -14969672.000000 Penalty: 3793.282227
	Iteration 27F: 3 clusters Score -1.496967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Entering Unmasked Estep 
Score: -1518231.625000 Penalty: 1529.552124
	Iteration 0F: 2 clusters Score -1518232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1509624.750000 Penalty: 3059.104248
	Iteration 0F: 3 clusters Score -1509625 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1512581.250000 Penalty: 3059.104248
	Iteration 1F: 3 clusters Score -1512581 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1512833.250000 Penalty: 3059.104248
	Iteration 2F: 3 clusters Score -1512833 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1513031.625000 Penalty: 3059.104248
	Iteration 3Q: 3 clusters Score -1513032 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1513179.375000 Penalty: 3059.104248
	Iteration 4Q: 3 clusters Score -1513179 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1513315.250000 Penalty: 3059.104248
	Iteration 5Q: 3 clusters Score -1513315 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1513446.500000 Penalty: 3059.104248
	Iteration 6Q: 3 clusters Score -1513446 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1513559.750000 Penalty: 3059.104248
	Iteration 7Q: 3 clusters Score -1513560 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1513654.750000 Penalty: 3059.104248
	Iteration 8Q: 3 clusters Score -1513655 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1513738.375000 Penalty: 3059.104248
	Iteration 9Q: 3 clusters Score -1513738 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1513818.125000 Penalty: 3059.104248
	Iteration 10Q: 3 clusters Score -1513818 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1513893.625000 Penalty: 3059.104248
	Iteration 11Q: 3 clusters Score -1513894 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1513971.625000 Penalty: 3059.104248
	Iteration 12Q: 3 clusters Score -1513972 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1514058.000000 Penalty: 3059.104248
	Iteration 13Q: 3 clusters Score -1514058 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1514137.375000 Penalty: 3059.104248
	Iteration 14Q: 3 clusters Score -1514137 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1514254.125000 Penalty: 3059.104248
	Iteration 15Q: 3 clusters Score -1514254 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1514371.125000 Penalty: 3059.104248
	Iteration 16Q: 3 clusters Score -1514371 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1514521.625000 Penalty: 3059.104248
	Iteration 17Q: 3 clusters Score -1514522 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1514699.875000 Penalty: 3059.104248
	Iteration 18Q: 3 clusters Score -1514700 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1514924.750000 Penalty: 3059.104248
	Iteration 19Q: 3 clusters Score -1514925 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1515125.125000 Penalty: 3059.104248
	Iteration 20F: 3 clusters Score -1515125 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1515297.375000 Penalty: 3059.104248
	Iteration 21Q: 3 clusters Score -1515297 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1515420.125000 Penalty: 3059.104248
	Iteration 22Q: 3 clusters Score -1515420 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1515535.000000 Penalty: 3059.104248
	Iteration 23Q: 3 clusters Score -1515535 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1515657.250000 Penalty: 3059.104248
	Iteration 24Q: 3 clusters Score -1515657 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1515728.750000 Penalty: 3059.104248
	Iteration 25Q: 3 clusters Score -1515729 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1515794.750000 Penalty: 3059.104248
	Iteration 26Q: 3 clusters Score -1515795 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1515846.000000 Penalty: 3059.104248
	Iteration 27Q: 3 clusters Score -1515846 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1515887.625000 Penalty: 3059.104248
	Iteration 28Q: 3 clusters Score -1515888 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1515912.250000 Penalty: 3059.104248
	Iteration 29Q: 3 clusters Score -1515912 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1515938.625000 Penalty: 3059.104248
	Iteration 30Q: 3 clusters Score -1515939 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1515964.000000 Penalty: 3059.104248
	Iteration 31Q: 3 clusters Score -1515964 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1515981.000000 Penalty: 3059.104248
	Iteration 32Q: 3 clusters Score -1515981 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1515999.000000 Penalty: 3059.104248
	Iteration 33Q: 3 clusters Score -1515999 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1516023.250000 Penalty: 3059.104248
	Iteration 34Q: 3 clusters Score -1516023 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1516036.375000 Penalty: 3059.104248
	Iteration 35Q: 3 clusters Score -1516036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1516054.125000 Penalty: 3059.104248
	Iteration 36Q: 3 clusters Score -1516054 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1516069.375000 Penalty: 3059.104248
	Iteration 37Q: 3 clusters Score -1516069 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1516083.125000 Penalty: 3059.104248
	Iteration 38Q: 3 clusters Score -1516083 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1516093.750000 Penalty: 3059.104248
	Iteration 39Q: 3 clusters Score -1516094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1516105.250000 Penalty: 3059.104248
	Iteration 40F: 3 clusters Score -1516105 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1516118.750000 Penalty: 3059.104248
	Iteration 41Q: 3 clusters Score -1516119 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1516127.250000 Penalty: 3059.104248
	Iteration 42Q: 3 clusters Score -1516127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1516148.250000 Penalty: 3059.104248
	Iteration 43Q: 3 clusters Score -1516148 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1516162.875000 Penalty: 3059.104248
	Iteration 44Q: 3 clusters Score -1516163 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1516174.125000 Penalty: 3059.104248
	Iteration 45Q: 3 clusters Score -1516174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1516193.000000 Penalty: 3059.104248
	Iteration 46Q: 3 clusters Score -1516193 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1516223.250000 Penalty: 3059.104248
	Iteration 47Q: 3 clusters Score -1516223 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1516266.375000 Penalty: 3059.104248
	Iteration 48Q: 3 clusters Score -1516266 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1516305.750000 Penalty: 3059.104248
	Iteration 49Q: 3 clusters Score -1516306 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1516346.000000 Penalty: 3059.104248
	Iteration 50Q: 3 clusters Score -1516346 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1516369.500000 Penalty: 3059.104248
	Iteration 51Q: 3 clusters Score -1516370 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1516387.000000 Penalty: 3059.104248
	Iteration 52Q: 3 clusters Score -1516387 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1516412.750000 Penalty: 3059.104248
	Iteration 53Q: 3 clusters Score -1516413 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1516435.500000 Penalty: 3059.104248
	Iteration 54Q: 3 clusters Score -1516436 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1516452.500000 Penalty: 3059.104248
	Iteration 55Q: 3 clusters Score -1516452 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1516474.000000 Penalty: 3059.104248
	Iteration 56Q: 3 clusters Score -1516474 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1516494.500000 Penalty: 3059.104248
	Iteration 57Q: 3 clusters Score -1516494 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1516526.750000 Penalty: 3059.104248
	Iteration 58Q: 3 clusters Score -1516527 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1516560.375000 Penalty: 3059.104248
	Iteration 59Q: 3 clusters Score -1516560 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1516590.375000 Penalty: 3059.104248
	Iteration 60F: 3 clusters Score -1516590 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1516617.125000 Penalty: 3059.104248
	Iteration 61Q: 3 clusters Score -1516617 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1516646.625000 Penalty: 3059.104248
	Iteration 62Q: 3 clusters Score -1516647 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1516667.750000 Penalty: 3059.104248
	Iteration 63Q: 3 clusters Score -1516668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1516693.750000 Penalty: 3059.104248
	Iteration 64Q: 3 clusters Score -1516694 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1516729.875000 Penalty: 3059.104248
	Iteration 65Q: 3 clusters Score -1516730 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1516758.750000 Penalty: 3059.104248
	Iteration 66Q: 3 clusters Score -1516759 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1516791.875000 Penalty: 3059.104248
	Iteration 67Q: 3 clusters Score -1516792 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1516824.875000 Penalty: 3059.104248
	Iteration 68Q: 3 clusters Score -1516825 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1516852.500000 Penalty: 3059.104248
	Iteration 69Q: 3 clusters Score -1516852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1516875.375000 Penalty: 3059.104248
	Iteration 70Q: 3 clusters Score -1516875 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1516905.500000 Penalty: 3059.104248
	Iteration 71Q: 3 clusters Score -1516906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1516918.625000 Penalty: 3059.104248
	Iteration 72Q: 3 clusters Score -1516919 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1516934.750000 Penalty: 3059.104248
	Iteration 73Q: 3 clusters Score -1516935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1516946.750000 Penalty: 3059.104248
	Iteration 74Q: 3 clusters Score -1516947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1516958.625000 Penalty: 3059.104248
	Iteration 75Q: 3 clusters Score -1516959 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1516970.875000 Penalty: 3059.104248
	Iteration 76Q: 3 clusters Score -1516971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1516978.250000 Penalty: 3059.104248
	Iteration 77Q: 3 clusters Score -1516978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1516990.750000 Penalty: 3059.104248
	Iteration 78Q: 3 clusters Score -1516991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1516995.125000 Penalty: 3059.104248
	Iteration 79Q: 3 clusters Score -1516995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1517003.625000 Penalty: 3059.104248
	Iteration 80F: 3 clusters Score -1517004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1517011.875000 Penalty: 3059.104248
	Iteration 81Q: 3 clusters Score -1517012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1517018.625000 Penalty: 3059.104248
	Iteration 82Q: 3 clusters Score -1517019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1517031.000000 Penalty: 3059.104248
	Iteration 83Q: 3 clusters Score -1517031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1517039.375000 Penalty: 3059.104248
	Iteration 84Q: 3 clusters Score -1517039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1517050.500000 Penalty: 3059.104248
	Iteration 85Q: 3 clusters Score -1517050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1517059.125000 Penalty: 3059.104248
	Iteration 86Q: 3 clusters Score -1517059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1517067.500000 Penalty: 3059.104248
	Iteration 87Q: 3 clusters Score -1517068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1517072.375000 Penalty: 3059.104248
	Iteration 88Q: 3 clusters Score -1517072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1517076.875000 Penalty: 3059.104248
	Iteration 89Q: 3 clusters Score -1517077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1517083.000000 Penalty: 3059.104248
	Iteration 90Q: 3 clusters Score -1517083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1517090.625000 Penalty: 3059.104248
	Iteration 91Q: 3 clusters Score -1517091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1517095.875000 Penalty: 3059.104248
	Iteration 92Q: 3 clusters Score -1517096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1517101.500000 Penalty: 3059.104248
	Iteration 93Q: 3 clusters Score -1517102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1517109.500000 Penalty: 3059.104248
	Iteration 94Q: 3 clusters Score -1517110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1517115.375000 Penalty: 3059.104248
	Iteration 95Q: 3 clusters Score -1517115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1517126.375000 Penalty: 3059.104248
	Iteration 96Q: 3 clusters Score -1517126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1517133.625000 Penalty: 3059.104248
	Iteration 97Q: 3 clusters Score -1517134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1517136.625000 Penalty: 3059.104248
	Iteration 98Q: 3 clusters Score -1517137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1517139.000000 Penalty: 3059.104248
	Iteration 99Q: 3 clusters Score -1517139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1517139.500000 Penalty: 3059.104248
	Iteration 100F: 3 clusters Score -1517140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1517141.750000 Penalty: 3059.104248
	Iteration 101Q: 3 clusters Score -1517142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1517144.625000 Penalty: 3059.104248
	Iteration 102Q: 3 clusters Score -1517145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1517145.875000 Penalty: 3059.104248
	Iteration 103Q: 3 clusters Score -1517146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1517148.750000 Penalty: 3059.104248
	Iteration 104Q: 3 clusters Score -1517149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1517151.000000 Penalty: 3059.104248
	Iteration 105Q: 3 clusters Score -1517151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1517151.875000 Penalty: 3059.104248
	Iteration 106Q: 3 clusters Score -1517152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1517152.875000 Penalty: 3059.104248
	Iteration 107Q: 3 clusters Score -1517153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1517154.875000 Penalty: 3059.104248
	Iteration 108Q: 3 clusters Score -1517155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1517153.625000 Penalty: 3059.104248
	Iteration 109Q: 3 clusters Score -1517154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1517154.500000 Penalty: 3059.104248
	Iteration 110Q: 3 clusters Score -1517154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1517158.375000 Penalty: 3059.104248
	Iteration 111Q: 3 clusters Score -1517158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1517159.000000 Penalty: 3059.104248
	Iteration 112Q: 3 clusters Score -1517159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1517159.000000 Penalty: 3059.104248
	Iteration 113F: 3 clusters Score -1517159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Entering Unmasked Estep 
Score: -1317690.250000 Penalty: 1505.811401
	Iteration 0F: 2 clusters Score -1317690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1310101.500000 Penalty: 3011.622803
	Iteration 0F: 3 clusters Score -1310102 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1312623.125000 Penalty: 3011.622803
	Iteration 1F: 3 clusters Score -1312623 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1313006.500000 Penalty: 3011.622803
	Iteration 2F: 3 clusters Score -1313006 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1313425.875000 Penalty: 3011.622803
	Iteration 3F: 3 clusters Score -1313426 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1313861.250000 Penalty: 3011.622803
	Iteration 4F: 3 clusters Score -1313861 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1314297.500000 Penalty: 3011.622803
	Iteration 5F: 3 clusters Score -1314298 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1314744.250000 Penalty: 3011.622803
	Iteration 6F: 3 clusters Score -1314744 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1315163.875000 Penalty: 3011.622803
	Iteration 7F: 3 clusters Score -1315164 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1315545.750000 Penalty: 3011.622803
	Iteration 8Q: 3 clusters Score -1315546 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1315862.375000 Penalty: 3011.622803
	Iteration 9Q: 3 clusters Score -1315862 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1316063.875000 Penalty: 3011.622803
	Iteration 10Q: 3 clusters Score -1316064 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1316209.625000 Penalty: 3011.622803
	Iteration 11Q: 3 clusters Score -1316210 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1316313.750000 Penalty: 3011.622803
	Iteration 12Q: 3 clusters Score -1316314 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1316389.000000 Penalty: 3011.622803
	Iteration 13Q: 3 clusters Score -1316389 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1316451.000000 Penalty: 3011.622803
	Iteration 14Q: 3 clusters Score -1316451 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1316505.875000 Penalty: 3011.622803
	Iteration 15Q: 3 clusters Score -1316506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1316532.125000 Penalty: 3011.622803
	Iteration 16Q: 3 clusters Score -1316532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1316550.250000 Penalty: 3011.622803
	Iteration 17Q: 3 clusters Score -1316550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1316561.875000 Penalty: 3011.622803
	Iteration 18Q: 3 clusters Score -1316562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1316572.000000 Penalty: 3011.622803
	Iteration 19Q: 3 clusters Score -1316572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1316581.125000 Penalty: 3011.622803
	Iteration 20F: 3 clusters Score -1316581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1316585.750000 Penalty: 3011.622803
	Iteration 21Q: 3 clusters Score -1316586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1316588.000000 Penalty: 3011.622803
	Iteration 22Q: 3 clusters Score -1316588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1316592.375000 Penalty: 3011.622803
	Iteration 23Q: 3 clusters Score -1316592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1316594.625000 Penalty: 3011.622803
	Iteration 24Q: 3 clusters Score -1316595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1316596.875000 Penalty: 3011.622803
	Iteration 25Q: 3 clusters Score -1316597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1316600.750000 Penalty: 3011.622803
	Iteration 26Q: 3 clusters Score -1316601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1316606.000000 Penalty: 3011.622803
	Iteration 27Q: 3 clusters Score -1316606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1316609.625000 Penalty: 3011.622803
	Iteration 28Q: 3 clusters Score -1316610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1316614.250000 Penalty: 3011.622803
	Iteration 29Q: 3 clusters Score -1316614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1316619.250000 Penalty: 3011.622803
	Iteration 30Q: 3 clusters Score -1316619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1316621.250000 Penalty: 3011.622803
	Iteration 31Q: 3 clusters Score -1316621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1316625.500000 Penalty: 3011.622803
	Iteration 32Q: 3 clusters Score -1316626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1316627.000000 Penalty: 3011.622803
	Iteration 33Q: 3 clusters Score -1316627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1316633.500000 Penalty: 3011.622803
	Iteration 34Q: 3 clusters Score -1316634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1316634.000000 Penalty: 3011.622803
	Iteration 35Q: 3 clusters Score -1316634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1316633.125000 Penalty: 3011.622803
	Iteration 36Q: 3 clusters Score -1316633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1316634.375000 Penalty: 3011.622803
	Iteration 37Q: 3 clusters Score -1316634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1316637.125000 Penalty: 3011.622803
	Iteration 38Q: 3 clusters Score -1316637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1316641.500000 Penalty: 3011.622803
	Iteration 39Q: 3 clusters Score -1316642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1316639.875000 Penalty: 3011.622803
	Iteration 40F: 3 clusters Score -1316640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1316641.125000 Penalty: 3011.622803
	Iteration 41Q: 3 clusters Score -1316641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1316641.500000 Penalty: 3011.622803
	Iteration 42Q: 3 clusters Score -1316642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1316644.375000 Penalty: 3011.622803
	Iteration 43Q: 3 clusters Score -1316644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1316644.625000 Penalty: 3011.622803
	Iteration 44Q: 3 clusters Score -1316645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1316646.625000 Penalty: 3011.622803
	Iteration 45Q: 3 clusters Score -1316647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1316646.375000 Penalty: 3011.622803
	Iteration 46Q: 3 clusters Score -1316646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1316647.125000 Penalty: 3011.622803
	Iteration 47Q: 3 clusters Score -1316647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1316647.875000 Penalty: 3011.622803
	Iteration 48Q: 3 clusters Score -1316648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1316647.500000 Penalty: 3011.622803
	Iteration 49Q: 3 clusters Score -1316648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1316647.500000 Penalty: 3011.622803
	Iteration 50F: 3 clusters Score -1316648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Entering Unmasked Estep 
Score: -4941854.500000 Penalty: 1715.107910
	Iteration 0F: 2 clusters Score -4941854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -4915975.000000 Penalty: 3430.215820
	Iteration 0F: 3 clusters Score -4915975 nChanged 17818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -4926005.000000 Penalty: 3430.215820
	Iteration 1F: 3 clusters Score -4926005 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4926379.000000 Penalty: 3430.215820
	Iteration 2Q: 3 clusters Score -4926379 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -4926722.500000 Penalty: 3430.215820
	Iteration 3Q: 3 clusters Score -4926722 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -4927116.500000 Penalty: 3430.215820
	Iteration 4Q: 3 clusters Score -4927116 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -4927641.500000 Penalty: 3430.215820
	Iteration 5Q: 3 clusters Score -4927642 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -4928588.000000 Penalty: 3430.215820
	Iteration 6Q: 3 clusters Score -4928588 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -4929969.500000 Penalty: 3430.215820
	Iteration 7F: 3 clusters Score -4929970 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -4931844.500000 Penalty: 3430.215820
	Iteration 8F: 3 clusters Score -4931844 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -4933992.000000 Penalty: 3430.215820
	Iteration 9F: 3 clusters Score -4933992 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -4935869.500000 Penalty: 3430.215820
	Iteration 10F: 3 clusters Score -4935870 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -4937278.500000 Penalty: 3430.215820
	Iteration 11Q: 3 clusters Score -4937278 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4938394.500000 Penalty: 3430.215820
	Iteration 12Q: 3 clusters Score -4938394 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4939148.500000 Penalty: 3430.215820
	Iteration 13Q: 3 clusters Score -4939148 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4939595.500000 Penalty: 3430.215820
	Iteration 14Q: 3 clusters Score -4939596 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4939887.000000 Penalty: 3430.215820
	Iteration 15Q: 3 clusters Score -4939887 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4940072.500000 Penalty: 3430.215820
	Iteration 16Q: 3 clusters Score -4940072 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4940195.500000 Penalty: 3430.215820
	Iteration 17Q: 3 clusters Score -4940196 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4940259.500000 Penalty: 3430.215820
	Iteration 18Q: 3 clusters Score -4940260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4940309.000000 Penalty: 3430.215820
	Iteration 19Q: 3 clusters Score -4940309 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4940333.500000 Penalty: 3430.215820
	Iteration 20F: 3 clusters Score -4940334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4940353.000000 Penalty: 3430.215820
	Iteration 21Q: 3 clusters Score -4940353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4940366.500000 Penalty: 3430.215820
	Iteration 22Q: 3 clusters Score -4940366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4940372.500000 Penalty: 3430.215820
	Iteration 23Q: 3 clusters Score -4940372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4940383.500000 Penalty: 3430.215820
	Iteration 24Q: 3 clusters Score -4940384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4940379.000000 Penalty: 3430.215820
	Iteration 25Q: 3 clusters Score -4940379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4940388.000000 Penalty: 3430.215820
	Iteration 26Q: 3 clusters Score -4940388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4940398.500000 Penalty: 3430.215820
	Iteration 27Q: 3 clusters Score -4940398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4940401.500000 Penalty: 3430.215820
	Iteration 28Q: 3 clusters Score -4940402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4940408.000000 Penalty: 3430.215820
	Iteration 29Q: 3 clusters Score -4940408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4940424.000000 Penalty: 3430.215820
	Iteration 30Q: 3 clusters Score -4940424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4940431.000000 Penalty: 3430.215820
	Iteration 31Q: 3 clusters Score -4940431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4940431.000000 Penalty: 3430.215820
	Iteration 32Q: 3 clusters Score -4940431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4940435.000000 Penalty: 3430.215820
	Iteration 33Q: 3 clusters Score -4940435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4940435.500000 Penalty: 3430.215820
	Iteration 34Q: 3 clusters Score -4940436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4940435.000000 Penalty: 3430.215820
	Iteration 35Q: 3 clusters Score -4940435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4940442.500000 Penalty: 3430.215820
	Iteration 36Q: 3 clusters Score -4940442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4940443.000000 Penalty: 3430.215820
	Iteration 37Q: 3 clusters Score -4940443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4940450.000000 Penalty: 3430.215820
	Iteration 38Q: 3 clusters Score -4940450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4940448.000000 Penalty: 3430.215820
	Iteration 39Q: 3 clusters Score -4940448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4940450.000000 Penalty: 3430.215820
	Iteration 40F: 3 clusters Score -4940450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4940451.000000 Penalty: 3430.215820
	Iteration 41Q: 3 clusters Score -4940451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4940451.000000 Penalty: 3430.215820
	Iteration 42F: 3 clusters Score -4940451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Entering Unmasked Estep 
Score: -2068567.875000 Penalty: 1574.783447
	Iteration 0F: 2 clusters Score -2068568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2057392.750000 Penalty: 3149.566895
	Iteration 0F: 3 clusters Score -2057393 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2061519.375000 Penalty: 3149.566895
	Iteration 1F: 3 clusters Score -2061519 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2061898.625000 Penalty: 3149.566895
	Iteration 2F: 3 clusters Score -2061899 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2062269.250000 Penalty: 3149.566895
	Iteration 3F: 3 clusters Score -2062269 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2062693.500000 Penalty: 3149.566895
	Iteration 4F: 3 clusters Score -2062694 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2063164.125000 Penalty: 3149.566895
	Iteration 5F: 3 clusters Score -2063164 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2063733.375000 Penalty: 3149.566895
	Iteration 6F: 3 clusters Score -2063733 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2064426.500000 Penalty: 3149.566895
	Iteration 7F: 3 clusters Score -2064426 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2065158.125000 Penalty: 3149.566895
	Iteration 8F: 3 clusters Score -2065158 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2065782.000000 Penalty: 3149.566895
	Iteration 9Q: 3 clusters Score -2065782 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2066256.000000 Penalty: 3149.566895
	Iteration 10Q: 3 clusters Score -2066256 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2066580.000000 Penalty: 3149.566895
	Iteration 11Q: 3 clusters Score -2066580 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2066800.625000 Penalty: 3149.566895
	Iteration 12Q: 3 clusters Score -2066801 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2066935.000000 Penalty: 3149.566895
	Iteration 13Q: 3 clusters Score -2066935 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2067007.250000 Penalty: 3149.566895
	Iteration 14Q: 3 clusters Score -2067007 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2067052.500000 Penalty: 3149.566895
	Iteration 15Q: 3 clusters Score -2067052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2067085.750000 Penalty: 3149.566895
	Iteration 16Q: 3 clusters Score -2067086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2067104.500000 Penalty: 3149.566895
	Iteration 17Q: 3 clusters Score -2067104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2067117.000000 Penalty: 3149.566895
	Iteration 18Q: 3 clusters Score -2067117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2067122.500000 Penalty: 3149.566895
	Iteration 19Q: 3 clusters Score -2067122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2067131.125000 Penalty: 3149.566895
	Iteration 20F: 3 clusters Score -2067131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2067136.000000 Penalty: 3149.566895
	Iteration 21Q: 3 clusters Score -2067136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2067142.875000 Penalty: 3149.566895
	Iteration 22Q: 3 clusters Score -2067143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2067148.125000 Penalty: 3149.566895
	Iteration 23Q: 3 clusters Score -2067148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2067154.125000 Penalty: 3149.566895
	Iteration 24Q: 3 clusters Score -2067154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2067155.250000 Penalty: 3149.566895
	Iteration 25Q: 3 clusters Score -2067155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2067156.375000 Penalty: 3149.566895
	Iteration 26Q: 3 clusters Score -2067156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2067156.750000 Penalty: 3149.566895
	Iteration 27Q: 3 clusters Score -2067157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2067159.500000 Penalty: 3149.566895
	Iteration 28Q: 3 clusters Score -2067160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2067159.500000 Penalty: 3149.566895
	Iteration 29F: 3 clusters Score -2067160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Entering Unmasked Estep 
Score: -3412221.500000 Penalty: 1657.607544
	Iteration 0F: 2 clusters Score -3412222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3394049.000000 Penalty: 3315.215088
	Iteration 0F: 3 clusters Score -3394049 nChanged 12355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3400979.000000 Penalty: 3315.215088
	Iteration 1F: 3 clusters Score -3400979 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3401442.500000 Penalty: 3315.215088
	Iteration 2Q: 3 clusters Score -3401442 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3401929.000000 Penalty: 3315.215088
	Iteration 3Q: 3 clusters Score -3401929 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3402528.250000 Penalty: 3315.215088
	Iteration 4F: 3 clusters Score -3402528 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3403263.250000 Penalty: 3315.215088
	Iteration 5F: 3 clusters Score -3403263 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3404174.750000 Penalty: 3315.215088
	Iteration 6F: 3 clusters Score -3404175 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -3405321.250000 Penalty: 3315.215088
	Iteration 7F: 3 clusters Score -3405321 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3406532.750000 Penalty: 3315.215088
	Iteration 8F: 3 clusters Score -3406533 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -3407735.750000 Penalty: 3315.215088
	Iteration 9F: 3 clusters Score -3407736 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3408720.000000 Penalty: 3315.215088
	Iteration 10Q: 3 clusters Score -3408720 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -3409410.000000 Penalty: 3315.215088
	Iteration 11Q: 3 clusters Score -3409410 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3409831.500000 Penalty: 3315.215088
	Iteration 12Q: 3 clusters Score -3409832 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3410113.500000 Penalty: 3315.215088
	Iteration 13Q: 3 clusters Score -3410114 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3410281.750000 Penalty: 3315.215088
	Iteration 14Q: 3 clusters Score -3410282 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3410428.250000 Penalty: 3315.215088
	Iteration 15Q: 3 clusters Score -3410428 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3410520.000000 Penalty: 3315.215088
	Iteration 16Q: 3 clusters Score -3410520 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -3410577.250000 Penalty: 3315.215088
	Iteration 17Q: 3 clusters Score -3410577 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3410607.000000 Penalty: 3315.215088
	Iteration 18Q: 3 clusters Score -3410607 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -3410644.250000 Penalty: 3315.215088
	Iteration 19Q: 3 clusters Score -3410644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3410668.000000 Penalty: 3315.215088
	Iteration 20F: 3 clusters Score -3410668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3410674.250000 Penalty: 3315.215088
	Iteration 21Q: 3 clusters Score -3410674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3410689.500000 Penalty: 3315.215088
	Iteration 22Q: 3 clusters Score -3410690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3410703.000000 Penalty: 3315.215088
	Iteration 23Q: 3 clusters Score -3410703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3410715.000000 Penalty: 3315.215088
	Iteration 24Q: 3 clusters Score -3410715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3410729.750000 Penalty: 3315.215088
	Iteration 25Q: 3 clusters Score -3410730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -3410743.250000 Penalty: 3315.215088
	Iteration 26Q: 3 clusters Score -3410743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3410748.750000 Penalty: 3315.215088
	Iteration 27Q: 3 clusters Score -3410749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3410755.250000 Penalty: 3315.215088
	Iteration 28Q: 3 clusters Score -3410755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3410757.000000 Penalty: 3315.215088
	Iteration 29Q: 3 clusters Score -3410757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3410769.500000 Penalty: 3315.215088
	Iteration 30Q: 3 clusters Score -3410770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3410774.000000 Penalty: 3315.215088
	Iteration 31Q: 3 clusters Score -3410774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -3410782.250000 Penalty: 3315.215088
	Iteration 32Q: 3 clusters Score -3410782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3410784.000000 Penalty: 3315.215088
	Iteration 33Q: 3 clusters Score -3410784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -3410792.500000 Penalty: 3315.215088
	Iteration 34Q: 3 clusters Score -3410792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -3410795.000000 Penalty: 3315.215088
	Iteration 35Q: 3 clusters Score -3410795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -3410798.500000 Penalty: 3315.215088
	Iteration 36Q: 3 clusters Score -3410798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3410802.000000 Penalty: 3315.215088
	Iteration 37Q: 3 clusters Score -3410802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -3410800.000000 Penalty: 3315.215088
	Iteration 38Q: 3 clusters Score -3410800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -3410800.000000 Penalty: 3315.215088
	Iteration 39F: 3 clusters Score -3410800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Entering Unmasked Estep 
Score: -1348657.750000 Penalty: 1513.550903
	Iteration 0F: 2 clusters Score -1348658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1340740.125000 Penalty: 3027.101807
	Iteration 0F: 3 clusters Score -1340740 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1343545.250000 Penalty: 3027.101807
	Iteration 1F: 3 clusters Score -1343545 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1343941.375000 Penalty: 3027.101807
	Iteration 2F: 3 clusters Score -1343941 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1344335.500000 Penalty: 3027.101807
	Iteration 3F: 3 clusters Score -1344336 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1344790.625000 Penalty: 3027.101807
	Iteration 4F: 3 clusters Score -1344791 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1345238.625000 Penalty: 3027.101807
	Iteration 5F: 3 clusters Score -1345239 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1345752.375000 Penalty: 3027.101807
	Iteration 6F: 3 clusters Score -1345752 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1346307.875000 Penalty: 3027.101807
	Iteration 7F: 3 clusters Score -1346308 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1346801.125000 Penalty: 3027.101807
	Iteration 8F: 3 clusters Score -1346801 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1347268.250000 Penalty: 3027.101807
	Iteration 9Q: 3 clusters Score -1347268 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1347642.500000 Penalty: 3027.101807
	Iteration 10Q: 3 clusters Score -1347642 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1347880.875000 Penalty: 3027.101807
	Iteration 11Q: 3 clusters Score -1347881 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1348026.625000 Penalty: 3027.101807
	Iteration 12Q: 3 clusters Score -1348027 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1348103.375000 Penalty: 3027.101807
	Iteration 13Q: 3 clusters Score -1348103 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1348132.250000 Penalty: 3027.101807
	Iteration 14Q: 3 clusters Score -1348132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1348144.625000 Penalty: 3027.101807
	Iteration 15Q: 3 clusters Score -1348145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1348152.375000 Penalty: 3027.101807
	Iteration 16Q: 3 clusters Score -1348152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1348152.000000 Penalty: 3027.101807
	Iteration 17Q: 3 clusters Score -1348152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1348158.000000 Penalty: 3027.101807
	Iteration 18Q: 3 clusters Score -1348158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1348160.750000 Penalty: 3027.101807
	Iteration 19Q: 3 clusters Score -1348161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1348161.375000 Penalty: 3027.101807
	Iteration 20F: 3 clusters Score -1348161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -19683.697266 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -19683.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18985.513672 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -18985.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19083.292969 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -19083.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19117.740234 Penalty: 1739.353882
	Iteration 2Q: 3 clusters Score -19117.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19124.708984 Penalty: 1739.353882
	Iteration 3Q: 3 clusters Score -19124.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19128.373047 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -19128.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19131.492188 Penalty: 1739.353882
	Iteration 5Q: 3 clusters Score -19131.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19133.833984 Penalty: 1739.353882
	Iteration 6Q: 3 clusters Score -19133.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19136.080078 Penalty: 1739.353882
	Iteration 7Q: 3 clusters Score -19136.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19139.304688 Penalty: 1739.353882
	Iteration 8Q: 3 clusters Score -19139.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19139.304688 Penalty: 1739.353882
	Iteration 9F: 3 clusters Score -19139.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -881742.750000 Penalty: 1438.162598
	Iteration 0F: 2 clusters Score -881742.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -876507.125000 Penalty: 2876.325195
	Iteration 0F: 3 clusters Score -876507.1 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -878095.437500 Penalty: 2876.325195
	Iteration 1F: 3 clusters Score -878095.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -878396.625000 Penalty: 2876.325195
	Iteration 2F: 3 clusters Score -878396.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -878711.750000 Penalty: 2876.325195
	Iteration 3F: 3 clusters Score -878711.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -879063.750000 Penalty: 2876.325195
	Iteration 4F: 3 clusters Score -879063.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -879434.937500 Penalty: 2876.325195
	Iteration 5F: 3 clusters Score -879434.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -879812.500000 Penalty: 2876.325195
	Iteration 6F: 3 clusters Score -879812.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -880134.062500 Penalty: 2876.325195
	Iteration 7F: 3 clusters Score -880134.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -880388.875000 Penalty: 2876.325195
	Iteration 8F: 3 clusters Score -880388.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -880542.937500 Penalty: 2876.325195
	Iteration 9Q: 3 clusters Score -880542.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -880647.187500 Penalty: 2876.325195
	Iteration 10Q: 3 clusters Score -880647.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -880703.375000 Penalty: 2876.325195
	Iteration 11Q: 3 clusters Score -880703.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -880752.937500 Penalty: 2876.325195
	Iteration 12Q: 3 clusters Score -880752.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -880792.187500 Penalty: 2876.325195
	Iteration 13Q: 3 clusters Score -880792.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -880813.875000 Penalty: 2876.325195
	Iteration 14Q: 3 clusters Score -880813.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -880831.125000 Penalty: 2876.325195
	Iteration 15Q: 3 clusters Score -880831.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -880841.625000 Penalty: 2876.325195
	Iteration 16Q: 3 clusters Score -880841.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -880852.250000 Penalty: 2876.325195
	Iteration 17Q: 3 clusters Score -880852.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -880859.937500 Penalty: 2876.325195
	Iteration 18Q: 3 clusters Score -880859.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -880869.562500 Penalty: 2876.325195
	Iteration 19Q: 3 clusters Score -880869.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -880880.250000 Penalty: 2876.325195
	Iteration 20F: 3 clusters Score -880880.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -880891.875000 Penalty: 2876.325195
	Iteration 21Q: 3 clusters Score -880891.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -880895.687500 Penalty: 2876.325195
	Iteration 22Q: 3 clusters Score -880895.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -880904.562500 Penalty: 2876.325195
	Iteration 23Q: 3 clusters Score -880904.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -880912.250000 Penalty: 2876.325195
	Iteration 24Q: 3 clusters Score -880912.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -880926.312500 Penalty: 2876.325195
	Iteration 25Q: 3 clusters Score -880926.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -880937.812500 Penalty: 2876.325195
	Iteration 26Q: 3 clusters Score -880937.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -880947.687500 Penalty: 2876.325195
	Iteration 27Q: 3 clusters Score -880947.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -880958.687500 Penalty: 2876.325195
	Iteration 28Q: 3 clusters Score -880958.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -880968.437500 Penalty: 2876.325195
	Iteration 29Q: 3 clusters Score -880968.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -880985.437500 Penalty: 2876.325195
	Iteration 30Q: 3 clusters Score -880985.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -881004.187500 Penalty: 2876.325195
	Iteration 31Q: 3 clusters Score -881004.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -881017.500000 Penalty: 2876.325195
	Iteration 32Q: 3 clusters Score -881017.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -881028.125000 Penalty: 2876.325195
	Iteration 33Q: 3 clusters Score -881028.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -881037.937500 Penalty: 2876.325195
	Iteration 34Q: 3 clusters Score -881037.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -881049.312500 Penalty: 2876.325195
	Iteration 35Q: 3 clusters Score -881049.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -881060.437500 Penalty: 2876.325195
	Iteration 36Q: 3 clusters Score -881060.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -881068.125000 Penalty: 2876.325195
	Iteration 37Q: 3 clusters Score -881068.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -881077.812500 Penalty: 2876.325195
	Iteration 38Q: 3 clusters Score -881077.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -881083.812500 Penalty: 2876.325195
	Iteration 39Q: 3 clusters Score -881083.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -881091.937500 Penalty: 2876.325195
	Iteration 40F: 3 clusters Score -881091.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -881094.312500 Penalty: 2876.325195
	Iteration 41Q: 3 clusters Score -881094.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -881099.312500 Penalty: 2876.325195
	Iteration 42Q: 3 clusters Score -881099.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -881099.687500 Penalty: 2876.325195
	Iteration 43Q: 3 clusters Score -881099.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -881102.812500 Penalty: 2876.325195
	Iteration 44Q: 3 clusters Score -881102.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -881102.250000 Penalty: 2876.325195
	Iteration 45Q: 3 clusters Score -881102.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -881105.000000 Penalty: 2876.325195
	Iteration 46Q: 3 clusters Score -881105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -881107.250000 Penalty: 2876.325195
	Iteration 47Q: 3 clusters Score -881107.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -881109.812500 Penalty: 2876.325195
	Iteration 48Q: 3 clusters Score -881109.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -881110.750000 Penalty: 2876.325195
	Iteration 49Q: 3 clusters Score -881110.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -881110.437500 Penalty: 2876.325195
	Iteration 50Q: 3 clusters Score -881110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -881111.437500 Penalty: 2876.325195
	Iteration 51Q: 3 clusters Score -881111.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -881113.187500 Penalty: 2876.325195
	Iteration 52Q: 3 clusters Score -881113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -881113.812500 Penalty: 2876.325195
	Iteration 53Q: 3 clusters Score -881113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -881113.812500 Penalty: 2876.325195
	Iteration 54F: 3 clusters Score -881113.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Entering Unmasked Estep 
Score: -1144333.500000 Penalty: 1481.960815
	Iteration 0F: 2 clusters Score -1144334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1137709.500000 Penalty: 2963.921631
	Iteration 0F: 3 clusters Score -1137710 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1139867.000000 Penalty: 2963.921631
	Iteration 1F: 3 clusters Score -1139867 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1140149.625000 Penalty: 2963.921631
	Iteration 2F: 3 clusters Score -1140150 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1140403.875000 Penalty: 2963.921631
	Iteration 3F: 3 clusters Score -1140404 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1140625.625000 Penalty: 2963.921631
	Iteration 4Q: 3 clusters Score -1140626 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1140872.125000 Penalty: 2963.921631
	Iteration 5Q: 3 clusters Score -1140872 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1141173.125000 Penalty: 2963.921631
	Iteration 6F: 3 clusters Score -1141173 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1141443.750000 Penalty: 2963.921631
	Iteration 7Q: 3 clusters Score -1141444 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1141720.875000 Penalty: 2963.921631
	Iteration 8F: 3 clusters Score -1141721 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1141976.000000 Penalty: 2963.921631
	Iteration 9Q: 3 clusters Score -1141976 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1142188.500000 Penalty: 2963.921631
	Iteration 10Q: 3 clusters Score -1142188 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1142346.875000 Penalty: 2963.921631
	Iteration 11Q: 3 clusters Score -1142347 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1142444.125000 Penalty: 2963.921631
	Iteration 12Q: 3 clusters Score -1142444 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1142514.750000 Penalty: 2963.921631
	Iteration 13Q: 3 clusters Score -1142515 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1142565.375000 Penalty: 2963.921631
	Iteration 14Q: 3 clusters Score -1142565 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1142600.125000 Penalty: 2963.921631
	Iteration 15Q: 3 clusters Score -1142600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1142618.375000 Penalty: 2963.921631
	Iteration 16Q: 3 clusters Score -1142618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1142628.875000 Penalty: 2963.921631
	Iteration 17Q: 3 clusters Score -1142629 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1142632.500000 Penalty: 2963.921631
	Iteration 18Q: 3 clusters Score -1142632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1142638.000000 Penalty: 2963.921631
	Iteration 19Q: 3 clusters Score -1142638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1142645.375000 Penalty: 2963.921631
	Iteration 20F: 3 clusters Score -1142645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1142648.125000 Penalty: 2963.921631
	Iteration 21Q: 3 clusters Score -1142648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1142652.375000 Penalty: 2963.921631
	Iteration 22Q: 3 clusters Score -1142652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1142653.750000 Penalty: 2963.921631
	Iteration 23Q: 3 clusters Score -1142654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1142657.125000 Penalty: 2963.921631
	Iteration 24Q: 3 clusters Score -1142657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1142657.125000 Penalty: 2963.921631
	Iteration 25Q: 3 clusters Score -1142657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1142660.000000 Penalty: 2963.921631
	Iteration 26Q: 3 clusters Score -1142660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1142660.625000 Penalty: 2963.921631
	Iteration 27Q: 3 clusters Score -1142661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1142662.250000 Penalty: 2963.921631
	Iteration 28Q: 3 clusters Score -1142662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1142665.250000 Penalty: 2963.921631
	Iteration 29Q: 3 clusters Score -1142665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1142664.750000 Penalty: 2963.921631
	Iteration 30Q: 3 clusters Score -1142665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1142665.875000 Penalty: 2963.921631
	Iteration 31Q: 3 clusters Score -1142666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1142669.875000 Penalty: 2963.921631
	Iteration 32Q: 3 clusters Score -1142670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1142670.500000 Penalty: 2963.921631
	Iteration 33Q: 3 clusters Score -1142670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1142671.125000 Penalty: 2963.921631
	Iteration 34Q: 3 clusters Score -1142671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1142674.125000 Penalty: 2963.921631
	Iteration 35Q: 3 clusters Score -1142674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1142674.500000 Penalty: 2963.921631
	Iteration 36Q: 3 clusters Score -1142674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1142677.250000 Penalty: 2963.921631
	Iteration 37Q: 3 clusters Score -1142677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1142675.000000 Penalty: 2963.921631
	Iteration 38Q: 3 clusters Score -1142675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1142675.250000 Penalty: 2963.921631
	Iteration 39Q: 3 clusters Score -1142675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1142676.500000 Penalty: 2963.921631
	Iteration 40F: 3 clusters Score -1142676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1142679.875000 Penalty: 2963.921631
	Iteration 41Q: 3 clusters Score -1142680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1142680.625000 Penalty: 2963.921631
	Iteration 42Q: 3 clusters Score -1142681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1142681.500000 Penalty: 2963.921631
	Iteration 43Q: 3 clusters Score -1142682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1142681.125000 Penalty: 2963.921631
	Iteration 44Q: 3 clusters Score -1142681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1142681.875000 Penalty: 2963.921631
	Iteration 45Q: 3 clusters Score -1142682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1142683.875000 Penalty: 2963.921631
	Iteration 46Q: 3 clusters Score -1142684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1142683.875000 Penalty: 2963.921631
	Iteration 47Q: 3 clusters Score -1142684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1142685.125000 Penalty: 2963.921631
	Iteration 48Q: 3 clusters Score -1142685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1142686.750000 Penalty: 2963.921631
	Iteration 49Q: 3 clusters Score -1142687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1142686.625000 Penalty: 2963.921631
	Iteration 50Q: 3 clusters Score -1142687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1142684.375000 Penalty: 2963.921631
	Iteration 51Q: 3 clusters Score -1142684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1142683.750000 Penalty: 2963.921631
	Iteration 52Q: 3 clusters Score -1142684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1142683.750000 Penalty: 2963.921631
	Iteration 53F: 3 clusters Score -1142684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Entering Unmasked Estep 
Score: -5451531.000000 Penalty: 1732.985596
	Iteration 0F: 2 clusters Score -5451531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5422759.500000 Penalty: 3465.971191
	Iteration 0F: 3 clusters Score -5422760 nChanged 20141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -5434118.000000 Penalty: 3465.971191
	Iteration 1F: 3 clusters Score -5434118 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -5434717.000000 Penalty: 3465.971191
	Iteration 2Q: 3 clusters Score -5434717 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -5435449.500000 Penalty: 3465.971191
	Iteration 3Q: 3 clusters Score -5435450 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -5436476.500000 Penalty: 3465.971191
	Iteration 4F: 3 clusters Score -5436476 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -5437859.000000 Penalty: 3465.971191
	Iteration 5F: 3 clusters Score -5437859 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -5439610.500000 Penalty: 3465.971191
	Iteration 6F: 3 clusters Score -5439610 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -5441469.500000 Penalty: 3465.971191
	Iteration 7F: 3 clusters Score -5441470 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -5443276.500000 Penalty: 3465.971191
	Iteration 8F: 3 clusters Score -5443276 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -5445039.000000 Penalty: 3465.971191
	Iteration 9F: 3 clusters Score -5445039 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -5446836.500000 Penalty: 3465.971191
	Iteration 10Q: 3 clusters Score -5446836 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -5448296.500000 Penalty: 3465.971191
	Iteration 11Q: 3 clusters Score -5448296 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -5449093.500000 Penalty: 3465.971191
	Iteration 12Q: 3 clusters Score -5449094 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -5449403.000000 Penalty: 3465.971191
	Iteration 13Q: 3 clusters Score -5449403 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -5449555.000000 Penalty: 3465.971191
	Iteration 14Q: 3 clusters Score -5449555 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -5449621.000000 Penalty: 3465.971191
	Iteration 15Q: 3 clusters Score -5449621 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -5449681.500000 Penalty: 3465.971191
	Iteration 16Q: 3 clusters Score -5449682 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -5449719.000000 Penalty: 3465.971191
	Iteration 17Q: 3 clusters Score -5449719 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -5449742.000000 Penalty: 3465.971191
	Iteration 18Q: 3 clusters Score -5449742 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -5449760.000000 Penalty: 3465.971191
	Iteration 19Q: 3 clusters Score -5449760 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -5449774.000000 Penalty: 3465.971191
	Iteration 20F: 3 clusters Score -5449774 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -5449775.000000 Penalty: 3465.971191
	Iteration 21Q: 3 clusters Score -5449775 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -5449774.500000 Penalty: 3465.971191
	Iteration 22Q: 3 clusters Score -5449774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -5449786.500000 Penalty: 3465.971191
	Iteration 23Q: 3 clusters Score -5449786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -5449792.500000 Penalty: 3465.971191
	Iteration 24Q: 3 clusters Score -5449792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -5449820.000000 Penalty: 3465.971191
	Iteration 25Q: 3 clusters Score -5449820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -5449820.500000 Penalty: 3465.971191
	Iteration 26Q: 3 clusters Score -5449820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -5449819.000000 Penalty: 3465.971191
	Iteration 27Q: 3 clusters Score -5449819 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -5449833.000000 Penalty: 3465.971191
	Iteration 28Q: 3 clusters Score -5449833 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -5449841.000000 Penalty: 3465.971191
	Iteration 29Q: 3 clusters Score -5449841 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -5449858.000000 Penalty: 3465.971191
	Iteration 30Q: 3 clusters Score -5449858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -5449859.000000 Penalty: 3465.971191
	Iteration 31Q: 3 clusters Score -5449859 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -5449849.500000 Penalty: 3465.971191
	Iteration 32Q: 3 clusters Score -5449850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -5449858.500000 Penalty: 3465.971191
	Iteration 33Q: 3 clusters Score -5449858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -5449851.500000 Penalty: 3465.971191
	Iteration 34Q: 3 clusters Score -5449852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -5449853.000000 Penalty: 3465.971191
	Iteration 35Q: 3 clusters Score -5449853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -5449848.000000 Penalty: 3465.971191
	Iteration 36Q: 3 clusters Score -5449848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -5449845.500000 Penalty: 3465.971191
	Iteration 37Q: 3 clusters Score -5449846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -5449844.000000 Penalty: 3465.971191
	Iteration 38Q: 3 clusters Score -5449844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -5449852.500000 Penalty: 3465.971191
	Iteration 39Q: 3 clusters Score -5449852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -5449864.500000 Penalty: 3465.971191
	Iteration 40F: 3 clusters Score -5449864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -5449865.000000 Penalty: 3465.971191
	Iteration 41Q: 3 clusters Score -5449865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -5449855.000000 Penalty: 3465.971191
	Iteration 42Q: 3 clusters Score -5449855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -5449860.500000 Penalty: 3465.971191
	Iteration 43Q: 3 clusters Score -5449860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -5449859.000000 Penalty: 3465.971191
	Iteration 44Q: 3 clusters Score -5449859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -5449869.500000 Penalty: 3465.971191
	Iteration 45Q: 3 clusters Score -5449870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -5449866.500000 Penalty: 3465.971191
	Iteration 46Q: 3 clusters Score -5449866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -5449859.000000 Penalty: 3465.971191
	Iteration 47Q: 3 clusters Score -5449859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -5449848.500000 Penalty: 3465.971191
	Iteration 48Q: 3 clusters Score -5449848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -5449856.000000 Penalty: 3465.971191
	Iteration 49Q: 3 clusters Score -5449856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -5449857.000000 Penalty: 3465.971191
	Iteration 50Q: 3 clusters Score -5449857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -5449852.000000 Penalty: 3465.971191
	Iteration 51Q: 3 clusters Score -5449852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -5449852.500000 Penalty: 3465.971191
	Iteration 52Q: 3 clusters Score -5449852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -5449852.000000 Penalty: 3465.971191
	Iteration 53Q: 3 clusters Score -5449852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -5449844.000000 Penalty: 3465.971191
	Iteration 54Q: 3 clusters Score -5449844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -5449851.000000 Penalty: 3465.971191
	Iteration 55Q: 3 clusters Score -5449851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -5449852.500000 Penalty: 3465.971191
	Iteration 56Q: 3 clusters Score -5449852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -5449848.500000 Penalty: 3465.971191
	Iteration 57Q: 3 clusters Score -5449848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -5449855.000000 Penalty: 3465.971191
	Iteration 58Q: 3 clusters Score -5449855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -5449855.000000 Penalty: 3465.971191
	Iteration 59Q: 3 clusters Score -5449855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -5449858.500000 Penalty: 3465.971191
	Iteration 60F: 3 clusters Score -5449858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -5449859.500000 Penalty: 3465.971191
	Iteration 61Q: 3 clusters Score -5449860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -5449857.500000 Penalty: 3465.971191
	Iteration 62Q: 3 clusters Score -5449858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -5449860.000000 Penalty: 3465.971191
	Iteration 63Q: 3 clusters Score -5449860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -5449859.500000 Penalty: 3465.971191
	Iteration 64Q: 3 clusters Score -5449860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5449854.000000 Penalty: 3465.971191
	Iteration 65Q: 3 clusters Score -5449854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -5449853.000000 Penalty: 3465.971191
	Iteration 66Q: 3 clusters Score -5449853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -5449841.500000 Penalty: 3465.971191
	Iteration 67Q: 3 clusters Score -5449842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -5449844.000000 Penalty: 3465.971191
	Iteration 68Q: 3 clusters Score -5449844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -5449848.500000 Penalty: 3465.971191
	Iteration 69Q: 3 clusters Score -5449848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -5449853.000000 Penalty: 3465.971191
	Iteration 70Q: 3 clusters Score -5449853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -5449855.500000 Penalty: 3465.971191
	Iteration 71Q: 3 clusters Score -5449856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -5449857.500000 Penalty: 3465.971191
	Iteration 72Q: 3 clusters Score -5449858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5449854.500000 Penalty: 3465.971191
	Iteration 73Q: 3 clusters Score -5449854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -5449850.000000 Penalty: 3465.971191
	Iteration 74Q: 3 clusters Score -5449850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -5449844.500000 Penalty: 3465.971191
	Iteration 75Q: 3 clusters Score -5449844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -5449841.500000 Penalty: 3465.971191
	Iteration 76Q: 3 clusters Score -5449842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -5449833.500000 Penalty: 3465.971191
	Iteration 77Q: 3 clusters Score -5449834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -5449839.000000 Penalty: 3465.971191
	Iteration 78Q: 3 clusters Score -5449839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5449841.500000 Penalty: 3465.971191
	Iteration 79Q: 3 clusters Score -5449842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -5449847.000000 Penalty: 3465.971191
	Iteration 80F: 3 clusters Score -5449847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -5449843.500000 Penalty: 3465.971191
	Iteration 81Q: 3 clusters Score -5449844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -5449843.500000 Penalty: 3465.971191
	Iteration 82Q: 3 clusters Score -5449844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -5449842.500000 Penalty: 3465.971191
	Iteration 83Q: 3 clusters Score -5449842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -5449849.500000 Penalty: 3465.971191
	Iteration 84Q: 3 clusters Score -5449850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -5449853.000000 Penalty: 3465.971191
	Iteration 85Q: 3 clusters Score -5449853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -5449849.000000 Penalty: 3465.971191
	Iteration 86Q: 3 clusters Score -5449849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -5449852.500000 Penalty: 3465.971191
	Iteration 87Q: 3 clusters Score -5449852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -5449847.500000 Penalty: 3465.971191
	Iteration 88Q: 3 clusters Score -5449848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -5449844.000000 Penalty: 3465.971191
	Iteration 89Q: 3 clusters Score -5449844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -5449851.500000 Penalty: 3465.971191
	Iteration 90Q: 3 clusters Score -5449852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -5449846.500000 Penalty: 3465.971191
	Iteration 91Q: 3 clusters Score -5449846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -5449851.500000 Penalty: 3465.971191
	Iteration 92Q: 3 clusters Score -5449852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -5449853.000000 Penalty: 3465.971191
	Iteration 93Q: 3 clusters Score -5449853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -5449850.000000 Penalty: 3465.971191
	Iteration 94Q: 3 clusters Score -5449850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -5449855.000000 Penalty: 3465.971191
	Iteration 95Q: 3 clusters Score -5449855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -5449864.500000 Penalty: 3465.971191
	Iteration 96Q: 3 clusters Score -5449864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -5449864.000000 Penalty: 3465.971191
	Iteration 97Q: 3 clusters Score -5449864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -5449860.500000 Penalty: 3465.971191
	Iteration 98Q: 3 clusters Score -5449860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -5449868.000000 Penalty: 3465.971191
	Iteration 99Q: 3 clusters Score -5449868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -5449867.500000 Penalty: 3465.971191
	Iteration 100F: 3 clusters Score -5449868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -5449869.500000 Penalty: 3465.971191
	Iteration 101Q: 3 clusters Score -5449870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -5449880.500000 Penalty: 3465.971191
	Iteration 102Q: 3 clusters Score -5449880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -5449877.000000 Penalty: 3465.971191
	Iteration 103Q: 3 clusters Score -5449877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -5449878.000000 Penalty: 3465.971191
	Iteration 104Q: 3 clusters Score -5449878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -5449878.000000 Penalty: 3465.971191
	Iteration 105F: 3 clusters Score -5449878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -172382.796875 Penalty: 1180.632324
	Iteration 0F: 2 clusters Score -172382.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -170646.531250 Penalty: 2361.264648
	Iteration 0F: 3 clusters Score -170646.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -170975.953125 Penalty: 2361.264648
	Iteration 1F: 3 clusters Score -170976 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -171047.203125 Penalty: 2361.264648
	Iteration 2F: 3 clusters Score -171047.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -171096.015625 Penalty: 2361.264648
	Iteration 3Q: 3 clusters Score -171096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -171131.031250 Penalty: 2361.264648
	Iteration 4Q: 3 clusters Score -171131 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -171159.734375 Penalty: 2361.264648
	Iteration 5Q: 3 clusters Score -171159.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -171178.656250 Penalty: 2361.264648
	Iteration 6Q: 3 clusters Score -171178.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -171196.703125 Penalty: 2361.264648
	Iteration 7Q: 3 clusters Score -171196.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -171207.671875 Penalty: 2361.264648
	Iteration 8Q: 3 clusters Score -171207.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -171218.906250 Penalty: 2361.264648
	Iteration 9Q: 3 clusters Score -171218.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -171225.968750 Penalty: 2361.264648
	Iteration 10Q: 3 clusters Score -171226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -171233.015625 Penalty: 2361.264648
	Iteration 11Q: 3 clusters Score -171233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -171235.250000 Penalty: 2361.264648
	Iteration 12Q: 3 clusters Score -171235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -171239.718750 Penalty: 2361.264648
	Iteration 13Q: 3 clusters Score -171239.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -171243.406250 Penalty: 2361.264648
	Iteration 14Q: 3 clusters Score -171243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -171245.484375 Penalty: 2361.264648
	Iteration 15Q: 3 clusters Score -171245.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -171250.140625 Penalty: 2361.264648
	Iteration 16Q: 3 clusters Score -171250.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -171254.000000 Penalty: 2361.264648
	Iteration 17Q: 3 clusters Score -171254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -171255.359375 Penalty: 2361.264648
	Iteration 18Q: 3 clusters Score -171255.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -171256.156250 Penalty: 2361.264648
	Iteration 19Q: 3 clusters Score -171256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -171256.156250 Penalty: 2361.264648
	Iteration 20F: 3 clusters Score -171256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Entering Unmasked Estep 
Score: -808800.562500 Penalty: 1424.842773
	Iteration 0F: 2 clusters Score -808800.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -804029.625000 Penalty: 2849.685547
	Iteration 0F: 3 clusters Score -804029.6 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -805479.500000 Penalty: 2849.685547
	Iteration 1F: 3 clusters Score -805479.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -805801.625000 Penalty: 2849.685547
	Iteration 2F: 3 clusters Score -805801.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -806075.250000 Penalty: 2849.685547
	Iteration 3F: 3 clusters Score -806075.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -806325.875000 Penalty: 2849.685547
	Iteration 4F: 3 clusters Score -806325.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -806519.750000 Penalty: 2849.685547
	Iteration 5F: 3 clusters Score -806519.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -806672.437500 Penalty: 2849.685547
	Iteration 6Q: 3 clusters Score -806672.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -806785.750000 Penalty: 2849.685547
	Iteration 7Q: 3 clusters Score -806785.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -806847.062500 Penalty: 2849.685547
	Iteration 8Q: 3 clusters Score -806847.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -806886.000000 Penalty: 2849.685547
	Iteration 9Q: 3 clusters Score -806886 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -806909.375000 Penalty: 2849.685547
	Iteration 10Q: 3 clusters Score -806909.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -806924.312500 Penalty: 2849.685547
	Iteration 11Q: 3 clusters Score -806924.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -806930.125000 Penalty: 2849.685547
	Iteration 12Q: 3 clusters Score -806930.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -806935.062500 Penalty: 2849.685547
	Iteration 13Q: 3 clusters Score -806935.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -806940.937500 Penalty: 2849.685547
	Iteration 14Q: 3 clusters Score -806940.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -806944.312500 Penalty: 2849.685547
	Iteration 15Q: 3 clusters Score -806944.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -806945.312500 Penalty: 2849.685547
	Iteration 16Q: 3 clusters Score -806945.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -806948.625000 Penalty: 2849.685547
	Iteration 17Q: 3 clusters Score -806948.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -806948.812500 Penalty: 2849.685547
	Iteration 18Q: 3 clusters Score -806948.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -806950.937500 Penalty: 2849.685547
	Iteration 19Q: 3 clusters Score -806950.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -806953.062500 Penalty: 2849.685547
	Iteration 20F: 3 clusters Score -806953.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -806954.250000 Penalty: 2849.685547
	Iteration 21Q: 3 clusters Score -806954.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -806954.000000 Penalty: 2849.685547
	Iteration 22Q: 3 clusters Score -806954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -806956.625000 Penalty: 2849.685547
	Iteration 23Q: 3 clusters Score -806956.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -806958.937500 Penalty: 2849.685547
	Iteration 24Q: 3 clusters Score -806958.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -806961.125000 Penalty: 2849.685547
	Iteration 25Q: 3 clusters Score -806961.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -806963.062500 Penalty: 2849.685547
	Iteration 26Q: 3 clusters Score -806963.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -806966.375000 Penalty: 2849.685547
	Iteration 27Q: 3 clusters Score -806966.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -806967.500000 Penalty: 2849.685547
	Iteration 28Q: 3 clusters Score -806967.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -806973.187500 Penalty: 2849.685547
	Iteration 29Q: 3 clusters Score -806973.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -806975.125000 Penalty: 2849.685547
	Iteration 30Q: 3 clusters Score -806975.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -806977.125000 Penalty: 2849.685547
	Iteration 31Q: 3 clusters Score -806977.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -806978.125000 Penalty: 2849.685547
	Iteration 32Q: 3 clusters Score -806978.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -806981.187500 Penalty: 2849.685547
	Iteration 33Q: 3 clusters Score -806981.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -806981.000000 Penalty: 2849.685547
	Iteration 34Q: 3 clusters Score -806981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -806981.625000 Penalty: 2849.685547
	Iteration 35Q: 3 clusters Score -806981.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -806982.937500 Penalty: 2849.685547
	Iteration 36Q: 3 clusters Score -806982.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -806985.187500 Penalty: 2849.685547
	Iteration 37Q: 3 clusters Score -806985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -806985.000000 Penalty: 2849.685547
	Iteration 38Q: 3 clusters Score -806985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -806984.562500 Penalty: 2849.685547
	Iteration 39Q: 3 clusters Score -806984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -806984.062500 Penalty: 2849.685547
	Iteration 40F: 3 clusters Score -806984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -806984.562500 Penalty: 2849.685547
	Iteration 41Q: 3 clusters Score -806984.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -806984.562500 Penalty: 2849.685547
	Iteration 42F: 3 clusters Score -806984.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Entering Unmasked Estep 
Score: -615826.125000 Penalty: 1394.612671
	Iteration 0F: 2 clusters Score -615826.1 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 2710 members 
Entering Unmasked Estep 
Score: -611585.125000 Penalty: 2789.225342
	Iteration 0F: 3 clusters Score -611585.1 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -612833.312500 Penalty: 2789.225342
	Iteration 1F: 3 clusters Score -612833.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -613095.375000 Penalty: 2789.225342
	Iteration 2F: 3 clusters Score -613095.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -613315.500000 Penalty: 2789.225342
	Iteration 3F: 3 clusters Score -613315.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -613463.187500 Penalty: 2789.225342
	Iteration 4F: 3 clusters Score -613463.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -613590.875000 Penalty: 2789.225342
	Iteration 5Q: 3 clusters Score -613590.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -613723.937500 Penalty: 2789.225342
	Iteration 6Q: 3 clusters Score -613723.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -613830.500000 Penalty: 2789.225342
	Iteration 7Q: 3 clusters Score -613830.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -613926.125000 Penalty: 2789.225342
	Iteration 8Q: 3 clusters Score -613926.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -614010.000000 Penalty: 2789.225342
	Iteration 9Q: 3 clusters Score -614010 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -614099.750000 Penalty: 2789.225342
	Iteration 10Q: 3 clusters Score -614099.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -614197.250000 Penalty: 2789.225342
	Iteration 11Q: 3 clusters Score -614197.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -614298.062500 Penalty: 2789.225342
	Iteration 12Q: 3 clusters Score -614298.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -614390.000000 Penalty: 2789.225342
	Iteration 13Q: 3 clusters Score -614390 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -614473.312500 Penalty: 2789.225342
	Iteration 14Q: 3 clusters Score -614473.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -614546.812500 Penalty: 2789.225342
	Iteration 15Q: 3 clusters Score -614546.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -614588.187500 Penalty: 2789.225342
	Iteration 16Q: 3 clusters Score -614588.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -614628.125000 Penalty: 2789.225342
	Iteration 17Q: 3 clusters Score -614628.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -614661.375000 Penalty: 2789.225342
	Iteration 18Q: 3 clusters Score -614661.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -614697.562500 Penalty: 2789.225342
	Iteration 19Q: 3 clusters Score -614697.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -614728.562500 Penalty: 2789.225342
	Iteration 20F: 3 clusters Score -614728.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -614754.000000 Penalty: 2789.225342
	Iteration 21Q: 3 clusters Score -614754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -614777.187500 Penalty: 2789.225342
	Iteration 22Q: 3 clusters Score -614777.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -614787.062500 Penalty: 2789.225342
	Iteration 23Q: 3 clusters Score -614787.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -614794.687500 Penalty: 2789.225342
	Iteration 24Q: 3 clusters Score -614794.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -614804.187500 Penalty: 2789.225342
	Iteration 25Q: 3 clusters Score -614804.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -614813.562500 Penalty: 2789.225342
	Iteration 26Q: 3 clusters Score -614813.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -614819.125000 Penalty: 2789.225342
	Iteration 27Q: 3 clusters Score -614819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -614820.687500 Penalty: 2789.225342
	Iteration 28Q: 3 clusters Score -614820.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -614824.875000 Penalty: 2789.225342
	Iteration 29Q: 3 clusters Score -614824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -614826.750000 Penalty: 2789.225342
	Iteration 30Q: 3 clusters Score -614826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -614827.250000 Penalty: 2789.225342
	Iteration 31Q: 3 clusters Score -614827.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -614832.375000 Penalty: 2789.225342
	Iteration 32Q: 3 clusters Score -614832.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -614834.875000 Penalty: 2789.225342
	Iteration 33Q: 3 clusters Score -614834.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -614836.687500 Penalty: 2789.225342
	Iteration 34Q: 3 clusters Score -614836.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -614838.625000 Penalty: 2789.225342
	Iteration 35Q: 3 clusters Score -614838.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -614840.875000 Penalty: 2789.225342
	Iteration 36Q: 3 clusters Score -614840.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -614842.000000 Penalty: 2789.225342
	Iteration 37Q: 3 clusters Score -614842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -614842.937500 Penalty: 2789.225342
	Iteration 38Q: 3 clusters Score -614842.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -614843.062500 Penalty: 2789.225342
	Iteration 39Q: 3 clusters Score -614843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -614843.062500 Penalty: 2789.225342
	Iteration 40F: 3 clusters Score -614843.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Entering Unmasked Estep 
Score: -3344072.250000 Penalty: 1651.249512
	Iteration 0F: 2 clusters Score -3344072 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 12872 members 
Entering Unmasked Estep 
Score: -3326472.250000 Penalty: 3302.499023
	Iteration 0F: 3 clusters Score -3326472 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3333005.000000 Penalty: 3302.499023
	Iteration 1F: 3 clusters Score -3333005 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -3333435.500000 Penalty: 3302.499023
	Iteration 2Q: 3 clusters Score -3333436 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3333912.000000 Penalty: 3302.499023
	Iteration 3Q: 3 clusters Score -3333912 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -3334531.250000 Penalty: 3302.499023
	Iteration 4Q: 3 clusters Score -3334531 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -3335211.750000 Penalty: 3302.499023
	Iteration 5Q: 3 clusters Score -3335212 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -3335874.250000 Penalty: 3302.499023
	Iteration 6F: 3 clusters Score -3335874 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3336620.750000 Penalty: 3302.499023
	Iteration 7F: 3 clusters Score -3336621 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -3337360.500000 Penalty: 3302.499023
	Iteration 8F: 3 clusters Score -3337360 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3338000.000000 Penalty: 3302.499023
	Iteration 9Q: 3 clusters Score -3338000 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -3338483.250000 Penalty: 3302.499023
	Iteration 10Q: 3 clusters Score -3338483 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3338832.750000 Penalty: 3302.499023
	Iteration 11Q: 3 clusters Score -3338833 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3339023.500000 Penalty: 3302.499023
	Iteration 12Q: 3 clusters Score -3339024 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -3339136.500000 Penalty: 3302.499023
	Iteration 13Q: 3 clusters Score -3339136 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -3339205.000000 Penalty: 3302.499023
	Iteration 14Q: 3 clusters Score -3339205 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -3339253.500000 Penalty: 3302.499023
	Iteration 15Q: 3 clusters Score -3339254 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -3339279.750000 Penalty: 3302.499023
	Iteration 16Q: 3 clusters Score -3339280 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -3339319.000000 Penalty: 3302.499023
	Iteration 17Q: 3 clusters Score -3339319 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -3339348.500000 Penalty: 3302.499023
	Iteration 18Q: 3 clusters Score -3339348 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3339382.000000 Penalty: 3302.499023
	Iteration 19Q: 3 clusters Score -3339382 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3339401.750000 Penalty: 3302.499023
	Iteration 20F: 3 clusters Score -3339402 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3339426.500000 Penalty: 3302.499023
	Iteration 21Q: 3 clusters Score -3339426 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3339439.750000 Penalty: 3302.499023
	Iteration 22Q: 3 clusters Score -3339440 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3339437.500000 Penalty: 3302.499023
	Iteration 23Q: 3 clusters Score -3339438 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -3339469.250000 Penalty: 3302.499023
	Iteration 24Q: 3 clusters Score -3339469 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3339473.000000 Penalty: 3302.499023
	Iteration 25Q: 3 clusters Score -3339473 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -3339478.500000 Penalty: 3302.499023
	Iteration 26Q: 3 clusters Score -3339478 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -3339507.500000 Penalty: 3302.499023
	Iteration 27Q: 3 clusters Score -3339508 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -3339519.000000 Penalty: 3302.499023
	Iteration 28Q: 3 clusters Score -3339519 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -3339528.750000 Penalty: 3302.499023
	Iteration 29Q: 3 clusters Score -3339529 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3339538.250000 Penalty: 3302.499023
	Iteration 30Q: 3 clusters Score -3339538 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3339543.500000 Penalty: 3302.499023
	Iteration 31Q: 3 clusters Score -3339544 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -3339557.250000 Penalty: 3302.499023
	Iteration 32Q: 3 clusters Score -3339557 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -3339566.250000 Penalty: 3302.499023
	Iteration 33Q: 3 clusters Score -3339566 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3339570.500000 Penalty: 3302.499023
	Iteration 34Q: 3 clusters Score -3339570 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3339581.500000 Penalty: 3302.499023
	Iteration 35Q: 3 clusters Score -3339582 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3339604.000000 Penalty: 3302.499023
	Iteration 36Q: 3 clusters Score -3339604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3339617.000000 Penalty: 3302.499023
	Iteration 37Q: 3 clusters Score -3339617 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3339620.750000 Penalty: 3302.499023
	Iteration 38Q: 3 clusters Score -3339621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -3339628.000000 Penalty: 3302.499023
	Iteration 39Q: 3 clusters Score -3339628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3339618.500000 Penalty: 3302.499023
	Iteration 40F: 3 clusters Score -3339618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3339616.500000 Penalty: 3302.499023
	Iteration 41Q: 3 clusters Score -3339616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3339628.250000 Penalty: 3302.499023
	Iteration 42Q: 3 clusters Score -3339628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3339626.250000 Penalty: 3302.499023
	Iteration 43Q: 3 clusters Score -3339626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3339625 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3339628 nChanged 43
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Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3339636 nChanged 41
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Mstep: Class 2 contains 10921 members 
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	Iteration 47Q: 3 clusters Score -3339638 nChanged 37
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Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3339636 nChanged 39
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Mstep: Class 2 contains 10915 members 
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	Iteration 49Q: 3 clusters Score -3339640 nChanged 56
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Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3339642 nChanged 60
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3339643 nChanged 63
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Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3339651 nChanged 45
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Mstep: Class 1 contains 15029 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3339652 nChanged 32
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3339648 nChanged 33
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Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3339661 nChanged 22
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3339658 nChanged 29
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Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3339660 nChanged 30
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3339658 nChanged 21
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Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3339659 nChanged 21
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3339661 nChanged 24
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3339661 nChanged 23
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3339670 nChanged 23
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3339670 nChanged 21
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Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3339670 nChanged 21
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3339673 nChanged 21
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Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3339677 nChanged 24
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	Iteration 67Q: 3 clusters Score -3339680 nChanged 23
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Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3339672 nChanged 17
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	Iteration 69Q: 3 clusters Score -3339674 nChanged 14
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	Iteration 70Q: 3 clusters Score -3339674 nChanged 14
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	Iteration 71Q: 3 clusters Score -3339673 nChanged 13
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Mstep: Class 1 contains 15111 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3339679 nChanged 12
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	Iteration 73Q: 3 clusters Score -3339674 nChanged 9
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Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3339672 nChanged 6
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Mstep: Class 1 contains 15120 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3339676 nChanged 11
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3339679 nChanged 9
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Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3339686 nChanged 8
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3339684 nChanged 6
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3339682 nChanged 7
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3339679 nChanged 7
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Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3339680 nChanged 7
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Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3339680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3339683 nChanged 5
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Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3339680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3339682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3339680 nChanged 5
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Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3339680 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3339681 nChanged 5
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Mstep: Class 1 contains 15150 members 
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	Iteration 89Q: 3 clusters Score -3339680 nChanged 6
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	Iteration 90Q: 3 clusters Score -3339682 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3339689 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3339686 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3339686 nChanged 5
Entering Unmasked Mstep 
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	Iteration 94Q: 3 clusters Score -3339686 nChanged 3
Entering Unmasked Mstep 
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	Iteration 95Q: 3 clusters Score -3339685 nChanged 4
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	Iteration 96Q: 3 clusters Score -3339688 nChanged 4
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	Iteration 97Q: 3 clusters Score -3339685 nChanged 2
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3339689 nChanged 1
Entering Unmasked Mstep 
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	Iteration 99Q: 3 clusters Score -3339690 nChanged 5
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	Iteration 100F: 3 clusters Score -3339688 nChanged 2
Entering Unmasked Mstep 
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	Iteration 101Q: 3 clusters Score -3339685 nChanged 1
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	Iteration 102Q: 3 clusters Score -3339688 nChanged 1
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	Iteration 103Q: 3 clusters Score -3339688 nChanged 2
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	Iteration 104Q: 3 clusters Score -3339690 nChanged 4
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	Iteration 105Q: 3 clusters Score -3339690 nChanged 8
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	Iteration 106Q: 3 clusters Score -3339687 nChanged 8
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	Iteration 107Q: 3 clusters Score -3339689 nChanged 6
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	Iteration 108Q: 3 clusters Score -3339687 nChanged 5
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	Iteration 109Q: 3 clusters Score -3339688 nChanged 12
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	Iteration 110Q: 3 clusters Score -3339683 nChanged 13
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	Iteration 111Q: 3 clusters Score -3339691 nChanged 18
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	Iteration 112Q: 3 clusters Score -3339686 nChanged 15
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	Iteration 113Q: 3 clusters Score -3339688 nChanged 21
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	Iteration 114Q: 3 clusters Score -3339696 nChanged 18
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	Iteration 115Q: 3 clusters Score -3339687 nChanged 20
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	Iteration 116Q: 3 clusters Score -3339689 nChanged 14
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	Iteration 117Q: 3 clusters Score -3339692 nChanged 20
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	Iteration 118Q: 3 clusters Score -3339693 nChanged 15
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	Iteration 119Q: 3 clusters Score -3339694 nChanged 13
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	Iteration 120F: 3 clusters Score -3339698 nChanged 14
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	Iteration 121Q: 3 clusters Score -3339694 nChanged 12
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	Iteration 122Q: 3 clusters Score -3339690 nChanged 16
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	Iteration 123Q: 3 clusters Score -3339690 nChanged 16
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	Iteration 124Q: 3 clusters Score -3339694 nChanged 14
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	Iteration 125Q: 3 clusters Score -3339694 nChanged 17
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	Iteration 126Q: 3 clusters Score -3339697 nChanged 16
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	Iteration 127Q: 3 clusters Score -3339703 nChanged 20
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	Iteration 128Q: 3 clusters Score -3339700 nChanged 16
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	Iteration 129Q: 3 clusters Score -3339696 nChanged 12
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	Iteration 130Q: 3 clusters Score -3339692 nChanged 13
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	Iteration 131Q: 3 clusters Score -3339700 nChanged 9
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	Iteration 132Q: 3 clusters Score -3339707 nChanged 9
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	Iteration 133Q: 3 clusters Score -3339701 nChanged 18
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	Iteration 134Q: 3 clusters Score -3339701 nChanged 26
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	Iteration 135Q: 3 clusters Score -3339700 nChanged 27
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	Iteration 136Q: 3 clusters Score -3339701 nChanged 24
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	Iteration 137Q: 3 clusters Score -3339706 nChanged 26
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Entering Unmasked Estep 
Score: -3339701.750000 Penalty: 3302.499023
	Iteration 138Q: 3 clusters Score -3339702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3339704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3339703 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3339697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3339703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3339707 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3339706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3339714.500000 Penalty: 3302.499023
	Iteration 145Q: 3 clusters Score -3339714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3339721 nChanged 41
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Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3339718 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3339721 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3339733 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3339727.500000 Penalty: 3302.499023
	Iteration 150Q: 3 clusters Score -3339728 nChanged 43
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Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -3339729.000000 Penalty: 3302.499023
	Iteration 151Q: 3 clusters Score -3339729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3339731 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3339735.750000 Penalty: 3302.499023
	Iteration 153Q: 3 clusters Score -3339736 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3339742.500000 Penalty: 3302.499023
	Iteration 154Q: 3 clusters Score -3339742 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3339750 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3339753 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3339752 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3339758 nChanged 57
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Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3339768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3339761.500000 Penalty: 3302.499023
	Iteration 160F: 3 clusters Score -3339762 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3339774 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3339778 nChanged 54
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Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3339791 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3339800 nChanged 64
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Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3339804 nChanged 59
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Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3339811 nChanged 62
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Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3339818 nChanged 70
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Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3339819 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3339833 nChanged 81
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Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3339838.500000 Penalty: 3302.499023
	Iteration 170Q: 3 clusters Score -3339838 nChanged 81
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Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3339848 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3339873 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3339884 nChanged 114
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Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3339892 nChanged 113
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Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3339905 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3339917 nChanged 108
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Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3339922 nChanged 104
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Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3339929 nChanged 108
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Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3339945 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3339963 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3339988 nChanged 125
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Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3340009 nChanged 130
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Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3340038 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3340057 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3340082 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -3340116.500000 Penalty: 3302.499023
	Iteration 186Q: 3 clusters Score -3340116 nChanged 158
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Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3340138 nChanged 169
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Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3340169 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3340201.250000 Penalty: 3302.499023
	Iteration 189Q: 3 clusters Score -3340201 nChanged 204
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Mstep: Class 1 contains 19090 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3340250 nChanged 205
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Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3340282 nChanged 214
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Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3340333 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3340384 nChanged 233
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Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 5948 members 
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	Iteration 194Q: 3 clusters Score -3340435 nChanged 239
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Mstep: Class 1 contains 20175 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3340480 nChanged 238
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Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3340534 nChanged 259
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Mstep: Class 1 contains 20664 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3340601 nChanged 291
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Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3340690 nChanged 277
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Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3340784 nChanged 284
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Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -3340863 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3340964 nChanged 322
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Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3341094 nChanged 322
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Mstep: Class 1 contains 22440 members 
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Entering Unmasked Estep 
Score: -3341225.500000 Penalty: 3302.499023
	Iteration 203Q: 3 clusters Score -3341226 nChanged 303
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Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3341349.500000 Penalty: 3302.499023
	Iteration 204Q: 3 clusters Score -3341350 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23028 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -3341462 nChanged 287
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Mstep: Class 1 contains 23311 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -3341590 nChanged 284
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Mstep: Class 1 contains 23593 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -3341738 nChanged 294
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Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3341858.500000 Penalty: 3302.499023
	Iteration 208Q: 3 clusters Score -3341858 nChanged 267
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Mstep: Class 1 contains 24150 members 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -3342001 nChanged 229
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Mstep: Class 1 contains 24377 members 
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Entering Unmasked Estep 
Score: -3342118.500000 Penalty: 3302.499023
	Iteration 210Q: 3 clusters Score -3342118 nChanged 187
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Mstep: Class 1 contains 24558 members 
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	Iteration 211Q: 3 clusters Score -3342209 nChanged 156
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Mstep: Class 1 contains 24712 members 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -3342288 nChanged 138
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Mstep: Class 1 contains 24842 members 
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Entering Unmasked Estep 
Score: -3342353.250000 Penalty: 3302.499023
	Iteration 213Q: 3 clusters Score -3342353 nChanged 107
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Mstep: Class 1 contains 24947 members 
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Score: -3342409.000000 Penalty: 3302.499023
	Iteration 214Q: 3 clusters Score -3342409 nChanged 80
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Mstep: Class 1 contains 25021 members 
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	Iteration 215Q: 3 clusters Score -3342457 nChanged 57
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Mstep: Class 1 contains 25072 members 
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	Iteration 216Q: 3 clusters Score -3342481 nChanged 57
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Mstep: Class 1 contains 25123 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -3342515 nChanged 54
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Mstep: Class 1 contains 25167 members 
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	Iteration 218Q: 3 clusters Score -3342550 nChanged 44
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Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -3342580 nChanged 36
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Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3342599.000000 Penalty: 3302.499023
	Iteration 220F: 3 clusters Score -3342599 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3342618.250000 Penalty: 3302.499023
	Iteration 221Q: 3 clusters Score -3342618 nChanged 25
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Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -3342634 nChanged 22
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Mstep: Class 1 contains 25296 members 
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Entering Unmasked Estep 
Score: -3342642.250000 Penalty: 3302.499023
	Iteration 223Q: 3 clusters Score -3342642 nChanged 12
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Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3342651.000000 Penalty: 3302.499023
	Iteration 224Q: 3 clusters Score -3342651 nChanged 9
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Mstep: Class 1 contains 25315 members 
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	Iteration 225Q: 3 clusters Score -3342650 nChanged 9
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Mstep: Class 1 contains 25322 members 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -3342655 nChanged 10
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Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -3342660 nChanged 7
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -3342661 nChanged 3
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Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -3342660 nChanged 3
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Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3342662.500000 Penalty: 3302.499023
	Iteration 230Q: 3 clusters Score -3342662 nChanged 4
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Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -3342660 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3342662.000000 Penalty: 3302.499023
	Iteration 232Q: 3 clusters Score -3342662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3342663.000000 Penalty: 3302.499023
	Iteration 233Q: 3 clusters Score -3342663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3342666.500000 Penalty: 3302.499023
	Iteration 234Q: 3 clusters Score -3342666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3342671.250000 Penalty: 3302.499023
	Iteration 235Q: 3 clusters Score -3342671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3342670.750000 Penalty: 3302.499023
	Iteration 236Q: 3 clusters Score -3342671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3342672.750000 Penalty: 3302.499023
	Iteration 237Q: 3 clusters Score -3342673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3342673.000000 Penalty: 3302.499023
	Iteration 238Q: 3 clusters Score -3342673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3342675.750000 Penalty: 3302.499023
	Iteration 239Q: 3 clusters Score -3342676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3342679.250000 Penalty: 3302.499023
	Iteration 240F: 3 clusters Score -3342679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3342683.750000 Penalty: 3302.499023
	Iteration 241Q: 3 clusters Score -3342684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3342685.000000 Penalty: 3302.499023
	Iteration 242Q: 3 clusters Score -3342685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3342683.750000 Penalty: 3302.499023
	Iteration 243Q: 3 clusters Score -3342684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3342683.750000 Penalty: 3302.499023
	Iteration 244F: 3 clusters Score -3342684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Entering Unmasked Estep 
Score: -3004526.500000 Penalty: 1635.315308
	Iteration 0F: 2 clusters Score -3004526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2988616.750000 Penalty: 3270.630615
	Iteration 0F: 3 clusters Score -2988617 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2994588.750000 Penalty: 3270.630615
	Iteration 1F: 3 clusters Score -2994589 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2994978.000000 Penalty: 3270.630615
	Iteration 2Q: 3 clusters Score -2994978 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2995371.500000 Penalty: 3270.630615
	Iteration 3Q: 3 clusters Score -2995372 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2995788.000000 Penalty: 3270.630615
	Iteration 4Q: 3 clusters Score -2995788 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2996380.250000 Penalty: 3270.630615
	Iteration 5Q: 3 clusters Score -2996380 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2997213.750000 Penalty: 3270.630615
	Iteration 6F: 3 clusters Score -2997214 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2998259.250000 Penalty: 3270.630615
	Iteration 7F: 3 clusters Score -2998259 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2999343.000000 Penalty: 3270.630615
	Iteration 8F: 3 clusters Score -2999343 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3000271.250000 Penalty: 3270.630615
	Iteration 9Q: 3 clusters Score -3000271 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3001051.250000 Penalty: 3270.630615
	Iteration 10Q: 3 clusters Score -3001051 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3001617.000000 Penalty: 3270.630615
	Iteration 11Q: 3 clusters Score -3001617 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3002019.250000 Penalty: 3270.630615
	Iteration 12Q: 3 clusters Score -3002019 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3002309.250000 Penalty: 3270.630615
	Iteration 13Q: 3 clusters Score -3002309 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3002530.000000 Penalty: 3270.630615
	Iteration 14Q: 3 clusters Score -3002530 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3002709.500000 Penalty: 3270.630615
	Iteration 15Q: 3 clusters Score -3002710 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3002807.000000 Penalty: 3270.630615
	Iteration 16Q: 3 clusters Score -3002807 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3002872.750000 Penalty: 3270.630615
	Iteration 17Q: 3 clusters Score -3002873 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3002929.500000 Penalty: 3270.630615
	Iteration 18Q: 3 clusters Score -3002930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3002953.250000 Penalty: 3270.630615
	Iteration 19Q: 3 clusters Score -3002953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3002977.750000 Penalty: 3270.630615
	Iteration 20F: 3 clusters Score -3002978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3002993.250000 Penalty: 3270.630615
	Iteration 21Q: 3 clusters Score -3002993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3003017.500000 Penalty: 3270.630615
	Iteration 22Q: 3 clusters Score -3003018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3003037.750000 Penalty: 3270.630615
	Iteration 23Q: 3 clusters Score -3003038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3003058.750000 Penalty: 3270.630615
	Iteration 24Q: 3 clusters Score -3003059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3003065.750000 Penalty: 3270.630615
	Iteration 25Q: 3 clusters Score -3003066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3003079.250000 Penalty: 3270.630615
	Iteration 26Q: 3 clusters Score -3003079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3003094.250000 Penalty: 3270.630615
	Iteration 27Q: 3 clusters Score -3003094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3003099.750000 Penalty: 3270.630615
	Iteration 28Q: 3 clusters Score -3003100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3003100.500000 Penalty: 3270.630615
	Iteration 29Q: 3 clusters Score -3003100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3003104.000000 Penalty: 3270.630615
	Iteration 30Q: 3 clusters Score -3003104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3003107.250000 Penalty: 3270.630615
	Iteration 31Q: 3 clusters Score -3003107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3003105.500000 Penalty: 3270.630615
	Iteration 32Q: 3 clusters Score -3003106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3003106.000000 Penalty: 3270.630615
	Iteration 33Q: 3 clusters Score -3003106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3003107.500000 Penalty: 3270.630615
	Iteration 34Q: 3 clusters Score -3003108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3003107.500000 Penalty: 3270.630615
	Iteration 35Q: 3 clusters Score -3003108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3003109.000000 Penalty: 3270.630615
	Iteration 36Q: 3 clusters Score -3003109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3003115.750000 Penalty: 3270.630615
	Iteration 37Q: 3 clusters Score -3003116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3003117.500000 Penalty: 3270.630615
	Iteration 38Q: 3 clusters Score -3003118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3003120.250000 Penalty: 3270.630615
	Iteration 39Q: 3 clusters Score -3003120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3003121.250000 Penalty: 3270.630615
	Iteration 40F: 3 clusters Score -3003121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (117551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117551 members 
Entering Unmasked Estep 
Score: -15029643.000000 Penalty: 1897.126953
	Iteration 0F: 2 clusters Score -1.502964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -14952090.000000 Penalty: 3794.253906
	Iteration 0F: 3 clusters Score -1.495209e+07 nChanged 56393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -14985353.000000 Penalty: 3794.253906
	Iteration 1F: 3 clusters Score -1.498535e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 63179 members 
Entering Unmasked Estep 
Score: -14986449.000000 Penalty: 3794.253906
	Iteration 2Q: 3 clusters Score -1.498645e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 66323 members 
Entering Unmasked Estep 
Score: -14988306.000000 Penalty: 3794.253906
	Iteration 3Q: 3 clusters Score -1.498831e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 70840 members 
Entering Unmasked Estep 
Score: -14991339.000000 Penalty: 3794.253906
	Iteration 4F: 3 clusters Score -1.499134e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 76804 members 
Entering Unmasked Estep 
Score: -14995365.000000 Penalty: 3794.253906
	Iteration 5F: 3 clusters Score -1.499536e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
Score: -15000874.000000 Penalty: 3794.253906
	Iteration 6F: 3 clusters Score -1.500087e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 90539 members 
Entering Unmasked Estep 
Score: -15006915.000000 Penalty: 3794.253906
	Iteration 7F: 3 clusters Score -1.500692e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 96417 members 
Entering Unmasked Estep 
Score: -15012308.000000 Penalty: 3794.253906
	Iteration 8F: 3 clusters Score -1.501231e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -15016296.000000 Penalty: 3794.253906
	Iteration 9Q: 3 clusters Score -1.50163e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 103390 members 
Entering Unmasked Estep 
Score: -15018731.000000 Penalty: 3794.253906
	Iteration 10Q: 3 clusters Score -1.501873e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 105453 members 
Entering Unmasked Estep 
Score: -15020109.000000 Penalty: 3794.253906
	Iteration 11Q: 3 clusters Score -1.502011e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -15021192.000000 Penalty: 3794.253906
	Iteration 12Q: 3 clusters Score -1.502119e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 108603 members 
Entering Unmasked Estep 
Score: -15022021.000000 Penalty: 3794.253906
	Iteration 13Q: 3 clusters Score -1.502202e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 109857 members 
Entering Unmasked Estep 
Score: -15023013.000000 Penalty: 3794.253906
	Iteration 14Q: 3 clusters Score -1.502301e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 110970 members 
Entering Unmasked Estep 
Score: -15024089.000000 Penalty: 3794.253906
	Iteration 15Q: 3 clusters Score -1.502409e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 111975 members 
Entering Unmasked Estep 
Score: -15025048.000000 Penalty: 3794.253906
	Iteration 16Q: 3 clusters Score -1.502505e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 112872 members 
Entering Unmasked Estep 
Score: -15025769.000000 Penalty: 3794.253906
	Iteration 17Q: 3 clusters Score -1.502577e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 113647 members 
Entering Unmasked Estep 
Score: -15026410.000000 Penalty: 3794.253906
	Iteration 18Q: 3 clusters Score -1.502641e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 114354 members 
Entering Unmasked Estep 
Score: -15026898.000000 Penalty: 3794.253906
	Iteration 19Q: 3 clusters Score -1.50269e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 114915 members 
Entering Unmasked Estep 
Score: -15027278.000000 Penalty: 3794.253906
	Iteration 20F: 3 clusters Score -1.502728e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -15027493.000000 Penalty: 3794.253906
	Iteration 21Q: 3 clusters Score -1.502749e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 115652 members 
Entering Unmasked Estep 
Score: -15027690.000000 Penalty: 3794.253906
	Iteration 22Q: 3 clusters Score -1.502769e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 115902 members 
Entering Unmasked Estep 
Score: -15027923.000000 Penalty: 3794.253906
	Iteration 23Q: 3 clusters Score -1.502792e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 116080 members 
Entering Unmasked Estep 
Score: -15028070.000000 Penalty: 3794.253906
	Iteration 24Q: 3 clusters Score -1.502807e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 116209 members 
Entering Unmasked Estep 
Score: -15028145.000000 Penalty: 3794.253906
	Iteration 25Q: 3 clusters Score -1.502814e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 116305 members 
Entering Unmasked Estep 
Score: -15028194.000000 Penalty: 3794.253906
	Iteration 26Q: 3 clusters Score -1.502819e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 116377 members 
Entering Unmasked Estep 
Score: -15028222.000000 Penalty: 3794.253906
	Iteration 27Q: 3 clusters Score -1.502822e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 116435 members 
Entering Unmasked Estep 
Score: -15028245.000000 Penalty: 3794.253906
	Iteration 28Q: 3 clusters Score -1.502824e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 116483 members 
Entering Unmasked Estep 
Score: -15028255.000000 Penalty: 3794.253906
	Iteration 29Q: 3 clusters Score -1.502826e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 116516 members 
Entering Unmasked Estep 
Score: -15028265.000000 Penalty: 3794.253906
	Iteration 30Q: 3 clusters Score -1.502826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 116535 members 
Entering Unmasked Estep 
Score: -15028263.000000 Penalty: 3794.253906
	Iteration 31Q: 3 clusters Score -1.502826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 116550 members 
Entering Unmasked Estep 
Score: -15028277.000000 Penalty: 3794.253906
	Iteration 32Q: 3 clusters Score -1.502828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 116566 members 
Entering Unmasked Estep 
Score: -15028277.000000 Penalty: 3794.253906
	Iteration 33Q: 3 clusters Score -1.502828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 116577 members 
Entering Unmasked Estep 
Score: -15028265.000000 Penalty: 3794.253906
	Iteration 34Q: 3 clusters Score -1.502826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 116586 members 
Entering Unmasked Estep 
Score: -15028270.000000 Penalty: 3794.253906
	Iteration 35Q: 3 clusters Score -1.502827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 116593 members 
Entering Unmasked Estep 
Score: -15028266.000000 Penalty: 3794.253906
	Iteration 36Q: 3 clusters Score -1.502827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 116603 members 
Entering Unmasked Estep 
Score: -15028275.000000 Penalty: 3794.253906
	Iteration 37Q: 3 clusters Score -1.502828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 116615 members 
Entering Unmasked Estep 
Score: -15028284.000000 Penalty: 3794.253906
	Iteration 38Q: 3 clusters Score -1.502828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 116628 members 
Entering Unmasked Estep 
Score: -15028289.000000 Penalty: 3794.253906
	Iteration 39Q: 3 clusters Score -1.502829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 116637 members 
Entering Unmasked Estep 
Score: -15028298.000000 Penalty: 3794.253906
	Iteration 40F: 3 clusters Score -1.50283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 116645 members 
Entering Unmasked Estep 
Score: -15028297.000000 Penalty: 3794.253906
	Iteration 41Q: 3 clusters Score -1.50283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 116651 members 
Entering Unmasked Estep 
Score: -15028306.000000 Penalty: 3794.253906
	Iteration 42Q: 3 clusters Score -1.502831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 116655 members 
Entering Unmasked Estep 
Score: -15028298.000000 Penalty: 3794.253906
	Iteration 43Q: 3 clusters Score -1.50283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 116656 members 
Entering Unmasked Estep 
Score: -15028307.000000 Penalty: 3794.253906
	Iteration 44Q: 3 clusters Score -1.502831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 116656 members 
Entering Unmasked Estep 
Score: -15028307.000000 Penalty: 3794.253906
	Iteration 45F: 3 clusters Score -1.502831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Entering Unmasked Estep 
Score: -600371.562500 Penalty: 1391.786499
	Iteration 0F: 2 clusters Score -600371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -596335.437500 Penalty: 2783.572998
	Iteration 0F: 3 clusters Score -596335.4 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -597632.875000 Penalty: 2783.572998
	Iteration 1F: 3 clusters Score -597632.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -597971.750000 Penalty: 2783.572998
	Iteration 2F: 3 clusters Score -597971.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -598253.562500 Penalty: 2783.572998
	Iteration 3F: 3 clusters Score -598253.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -598508.312500 Penalty: 2783.572998
	Iteration 4F: 3 clusters Score -598508.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -598736.812500 Penalty: 2783.572998
	Iteration 5F: 3 clusters Score -598736.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -598908.187500 Penalty: 2783.572998
	Iteration 6Q: 3 clusters Score -598908.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -599034.562500 Penalty: 2783.572998
	Iteration 7Q: 3 clusters Score -599034.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -599121.250000 Penalty: 2783.572998
	Iteration 8Q: 3 clusters Score -599121.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -599190.062500 Penalty: 2783.572998
	Iteration 9Q: 3 clusters Score -599190.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -599239.062500 Penalty: 2783.572998
	Iteration 10Q: 3 clusters Score -599239.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -599275.562500 Penalty: 2783.572998
	Iteration 11Q: 3 clusters Score -599275.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -599298.562500 Penalty: 2783.572998
	Iteration 12Q: 3 clusters Score -599298.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -599319.937500 Penalty: 2783.572998
	Iteration 13Q: 3 clusters Score -599319.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -599333.687500 Penalty: 2783.572998
	Iteration 14Q: 3 clusters Score -599333.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -599341.250000 Penalty: 2783.572998
	Iteration 15Q: 3 clusters Score -599341.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -599352.937500 Penalty: 2783.572998
	Iteration 16Q: 3 clusters Score -599352.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -599362.312500 Penalty: 2783.572998
	Iteration 17Q: 3 clusters Score -599362.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -599369.562500 Penalty: 2783.572998
	Iteration 18Q: 3 clusters Score -599369.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -599377.625000 Penalty: 2783.572998
	Iteration 19Q: 3 clusters Score -599377.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -599385.812500 Penalty: 2783.572998
	Iteration 20F: 3 clusters Score -599385.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -599390.875000 Penalty: 2783.572998
	Iteration 21Q: 3 clusters Score -599390.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -599394.125000 Penalty: 2783.572998
	Iteration 22Q: 3 clusters Score -599394.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -599395.812500 Penalty: 2783.572998
	Iteration 23Q: 3 clusters Score -599395.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -599397.125000 Penalty: 2783.572998
	Iteration 24Q: 3 clusters Score -599397.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -599401.562500 Penalty: 2783.572998
	Iteration 25Q: 3 clusters Score -599401.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -599403.187500 Penalty: 2783.572998
	Iteration 26Q: 3 clusters Score -599403.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -599406.812500 Penalty: 2783.572998
	Iteration 27Q: 3 clusters Score -599406.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -599408.937500 Penalty: 2783.572998
	Iteration 28Q: 3 clusters Score -599408.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -599412.375000 Penalty: 2783.572998
	Iteration 29Q: 3 clusters Score -599412.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -599417.812500 Penalty: 2783.572998
	Iteration 30Q: 3 clusters Score -599417.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -599420.562500 Penalty: 2783.572998
	Iteration 31Q: 3 clusters Score -599420.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -599422.062500 Penalty: 2783.572998
	Iteration 32Q: 3 clusters Score -599422.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -599425.000000 Penalty: 2783.572998
	Iteration 33Q: 3 clusters Score -599425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -599424.875000 Penalty: 2783.572998
	Iteration 34Q: 3 clusters Score -599424.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -599426.187500 Penalty: 2783.572998
	Iteration 35Q: 3 clusters Score -599426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -599427.312500 Penalty: 2783.572998
	Iteration 36Q: 3 clusters Score -599427.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -599428.437500 Penalty: 2783.572998
	Iteration 37Q: 3 clusters Score -599428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -599428.187500 Penalty: 2783.572998
	Iteration 38Q: 3 clusters Score -599428.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -599428.187500 Penalty: 2783.572998
	Iteration 39F: 3 clusters Score -599428.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Entering Unmasked Estep 
Score: -571470.375000 Penalty: 1368.002563
	Iteration 0F: 2 clusters Score -571470.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -567778.812500 Penalty: 2736.005127
	Iteration 0F: 3 clusters Score -567778.8 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -568766.500000 Penalty: 2736.005127
	Iteration 1F: 3 clusters Score -568766.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -568927.500000 Penalty: 2736.005127
	Iteration 2F: 3 clusters Score -568927.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -569025.937500 Penalty: 2736.005127
	Iteration 3Q: 3 clusters Score -569025.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -569090.812500 Penalty: 2736.005127
	Iteration 4Q: 3 clusters Score -569090.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -569131.000000 Penalty: 2736.005127
	Iteration 5Q: 3 clusters Score -569131 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -569169.125000 Penalty: 2736.005127
	Iteration 6Q: 3 clusters Score -569169.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -569203.625000 Penalty: 2736.005127
	Iteration 7Q: 3 clusters Score -569203.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -569237.875000 Penalty: 2736.005127
	Iteration 8Q: 3 clusters Score -569237.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -569269.250000 Penalty: 2736.005127
	Iteration 9Q: 3 clusters Score -569269.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -569308.875000 Penalty: 2736.005127
	Iteration 10Q: 3 clusters Score -569308.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -569364.937500 Penalty: 2736.005127
	Iteration 11Q: 3 clusters Score -569364.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -569425.875000 Penalty: 2736.005127
	Iteration 12Q: 3 clusters Score -569425.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -569489.500000 Penalty: 2736.005127
	Iteration 13Q: 3 clusters Score -569489.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -569572.000000 Penalty: 2736.005127
	Iteration 14Q: 3 clusters Score -569572 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -569661.062500 Penalty: 2736.005127
	Iteration 15Q: 3 clusters Score -569661.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -569766.125000 Penalty: 2736.005127
	Iteration 16Q: 3 clusters Score -569766.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -569852.625000 Penalty: 2736.005127
	Iteration 17Q: 3 clusters Score -569852.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -569932.250000 Penalty: 2736.005127
	Iteration 18Q: 3 clusters Score -569932.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -570004.750000 Penalty: 2736.005127
	Iteration 19Q: 3 clusters Score -570004.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -570052.500000 Penalty: 2736.005127
	Iteration 20F: 3 clusters Score -570052.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -570094.437500 Penalty: 2736.005127
	Iteration 21Q: 3 clusters Score -570094.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -570127.750000 Penalty: 2736.005127
	Iteration 22Q: 3 clusters Score -570127.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -570158.812500 Penalty: 2736.005127
	Iteration 23Q: 3 clusters Score -570158.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -570193.312500 Penalty: 2736.005127
	Iteration 24Q: 3 clusters Score -570193.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -570213.750000 Penalty: 2736.005127
	Iteration 25Q: 3 clusters Score -570213.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -570234.562500 Penalty: 2736.005127
	Iteration 26Q: 3 clusters Score -570234.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -570243.437500 Penalty: 2736.005127
	Iteration 27Q: 3 clusters Score -570243.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -570246.687500 Penalty: 2736.005127
	Iteration 28Q: 3 clusters Score -570246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -570252.312500 Penalty: 2736.005127
	Iteration 29Q: 3 clusters Score -570252.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -570257.375000 Penalty: 2736.005127
	Iteration 30Q: 3 clusters Score -570257.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -570264.375000 Penalty: 2736.005127
	Iteration 31Q: 3 clusters Score -570264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -570266.562500 Penalty: 2736.005127
	Iteration 32Q: 3 clusters Score -570266.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -570267.812500 Penalty: 2736.005127
	Iteration 33Q: 3 clusters Score -570267.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -570268.500000 Penalty: 2736.005127
	Iteration 34Q: 3 clusters Score -570268.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -570271.562500 Penalty: 2736.005127
	Iteration 35Q: 3 clusters Score -570271.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -570273.312500 Penalty: 2736.005127
	Iteration 36Q: 3 clusters Score -570273.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -570275.437500 Penalty: 2736.005127
	Iteration 37Q: 3 clusters Score -570275.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -570275.437500 Penalty: 2736.005127
	Iteration 38F: 3 clusters Score -570275.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Entering Unmasked Estep 
Score: -500768.968750 Penalty: 1352.744141
	Iteration 0F: 2 clusters Score -500769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -497347.000000 Penalty: 2705.488281
	Iteration 0F: 3 clusters Score -497347 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -498273.125000 Penalty: 2705.488281
	Iteration 1F: 3 clusters Score -498273.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -498403.968750 Penalty: 2705.488281
	Iteration 2F: 3 clusters Score -498404 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -498495.156250 Penalty: 2705.488281
	Iteration 3Q: 3 clusters Score -498495.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -498573.156250 Penalty: 2705.488281
	Iteration 4Q: 3 clusters Score -498573.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -498654.000000 Penalty: 2705.488281
	Iteration 5Q: 3 clusters Score -498654 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -498726.031250 Penalty: 2705.488281
	Iteration 6Q: 3 clusters Score -498726 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -498805.187500 Penalty: 2705.488281
	Iteration 7Q: 3 clusters Score -498805.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -498920.437500 Penalty: 2705.488281
	Iteration 8Q: 3 clusters Score -498920.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -499088.062500 Penalty: 2705.488281
	Iteration 9Q: 3 clusters Score -499088.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -499288.031250 Penalty: 2705.488281
	Iteration 10Q: 3 clusters Score -499288 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -499488.468750 Penalty: 2705.488281
	Iteration 11Q: 3 clusters Score -499488.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -499701.156250 Penalty: 2705.488281
	Iteration 12F: 3 clusters Score -499701.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -499861.875000 Penalty: 2705.488281
	Iteration 13Q: 3 clusters Score -499861.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -499970.406250 Penalty: 2705.488281
	Iteration 14Q: 3 clusters Score -499970.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -500058.093750 Penalty: 2705.488281
	Iteration 15Q: 3 clusters Score -500058.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -500150.718750 Penalty: 2705.488281
	Iteration 16Q: 3 clusters Score -500150.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -500205.187500 Penalty: 2705.488281
	Iteration 17Q: 3 clusters Score -500205.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -500235.187500 Penalty: 2705.488281
	Iteration 18Q: 3 clusters Score -500235.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -500255.031250 Penalty: 2705.488281
	Iteration 19Q: 3 clusters Score -500255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -500265.125000 Penalty: 2705.488281
	Iteration 20F: 3 clusters Score -500265.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -500274.156250 Penalty: 2705.488281
	Iteration 21Q: 3 clusters Score -500274.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -500281.843750 Penalty: 2705.488281
	Iteration 22Q: 3 clusters Score -500281.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -500285.031250 Penalty: 2705.488281
	Iteration 23Q: 3 clusters Score -500285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -500288.187500 Penalty: 2705.488281
	Iteration 24Q: 3 clusters Score -500288.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -500290.031250 Penalty: 2705.488281
	Iteration 25Q: 3 clusters Score -500290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -500291.031250 Penalty: 2705.488281
	Iteration 26Q: 3 clusters Score -500291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -500291.531250 Penalty: 2705.488281
	Iteration 27Q: 3 clusters Score -500291.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -500292.843750 Penalty: 2705.488281
	Iteration 28Q: 3 clusters Score -500292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -500292.468750 Penalty: 2705.488281
	Iteration 29Q: 3 clusters Score -500292.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -500293.187500 Penalty: 2705.488281
	Iteration 30Q: 3 clusters Score -500293.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -500293.187500 Penalty: 2705.488281
	Iteration 31F: 3 clusters Score -500293.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -113348.070312 Penalty: 1123.320679
	Iteration 0F: 2 clusters Score -113348.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -111922.531250 Penalty: 2246.641357
	Iteration 0F: 3 clusters Score -111922.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -112265.820312 Penalty: 2246.641357
	Iteration 1F: 3 clusters Score -112265.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -112456.382812 Penalty: 2246.641357
	Iteration 2F: 3 clusters Score -112456.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -112571.164062 Penalty: 2246.641357
	Iteration 3F: 3 clusters Score -112571.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -112664.593750 Penalty: 2246.641357
	Iteration 4F: 3 clusters Score -112664.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -112733.539062 Penalty: 2246.641357
	Iteration 5Q: 3 clusters Score -112733.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -112787.656250 Penalty: 2246.641357
	Iteration 6Q: 3 clusters Score -112787.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112822.859375 Penalty: 2246.641357
	Iteration 7Q: 3 clusters Score -112822.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -112850.523438 Penalty: 2246.641357
	Iteration 8Q: 3 clusters Score -112850.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -112860.835938 Penalty: 2246.641357
	Iteration 9Q: 3 clusters Score -112860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -112862.968750 Penalty: 2246.641357
	Iteration 10Q: 3 clusters Score -112863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -112866.921875 Penalty: 2246.641357
	Iteration 11Q: 3 clusters Score -112866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -112867.945312 Penalty: 2246.641357
	Iteration 12Q: 3 clusters Score -112867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -112868.796875 Penalty: 2246.641357
	Iteration 13Q: 3 clusters Score -112868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -112868.796875 Penalty: 2246.641357
	Iteration 14F: 3 clusters Score -112868.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -22609.806641 Penalty: 871.210022
	Iteration 0F: 2 clusters Score -22609.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21882.326172 Penalty: 1742.420044
	Iteration 0F: 3 clusters Score -21882.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21978.718750 Penalty: 1742.420044
	Iteration 1F: 3 clusters Score -21978.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -22007.492188 Penalty: 1742.420044
	Iteration 2Q: 3 clusters Score -22007.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -22018.906250 Penalty: 1742.420044
	Iteration 3Q: 3 clusters Score -22018.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -22020.923828 Penalty: 1742.420044
	Iteration 4Q: 3 clusters Score -22020.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -22020.923828 Penalty: 1742.420044
	Iteration 5F: 3 clusters Score -22020.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (33936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Entering Unmasked Estep 
Score: -4309006.500000 Penalty: 1695.237671
	Iteration 0F: 2 clusters Score -4309006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -4286138.000000 Penalty: 3390.475342
	Iteration 0F: 3 clusters Score -4286138 nChanged 15659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -4294976.000000 Penalty: 3390.475342
	Iteration 1F: 3 clusters Score -4294976 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -4295614.500000 Penalty: 3390.475342
	Iteration 2Q: 3 clusters Score -4295614 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -4296384.000000 Penalty: 3390.475342
	Iteration 3F: 3 clusters Score -4296384 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4297301.500000 Penalty: 3390.475342
	Iteration 4F: 3 clusters Score -4297302 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -4298383.500000 Penalty: 3390.475342
	Iteration 5F: 3 clusters Score -4298384 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -4299442.000000 Penalty: 3390.475342
	Iteration 6F: 3 clusters Score -4299442 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -4300449.500000 Penalty: 3390.475342
	Iteration 7F: 3 clusters Score -4300450 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -4301292.000000 Penalty: 3390.475342
	Iteration 8Q: 3 clusters Score -4301292 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -4302012.500000 Penalty: 3390.475342
	Iteration 9Q: 3 clusters Score -4302012 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -4302693.500000 Penalty: 3390.475342
	Iteration 10Q: 3 clusters Score -4302694 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -4303455.500000 Penalty: 3390.475342
	Iteration 11Q: 3 clusters Score -4303456 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -4304084.000000 Penalty: 3390.475342
	Iteration 12Q: 3 clusters Score -4304084 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -4304591.000000 Penalty: 3390.475342
	Iteration 13Q: 3 clusters Score -4304591 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -4305054.000000 Penalty: 3390.475342
	Iteration 14Q: 3 clusters Score -4305054 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -4305489.000000 Penalty: 3390.475342
	Iteration 15Q: 3 clusters Score -4305489 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -4305876.500000 Penalty: 3390.475342
	Iteration 16Q: 3 clusters Score -4305876 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -4306205.000000 Penalty: 3390.475342
	Iteration 17Q: 3 clusters Score -4306205 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4306500.500000 Penalty: 3390.475342
	Iteration 18Q: 3 clusters Score -4306500 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -4306741.000000 Penalty: 3390.475342
	Iteration 19Q: 3 clusters Score -4306741 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -4306942.500000 Penalty: 3390.475342
	Iteration 20F: 3 clusters Score -4306942 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -4307088.000000 Penalty: 3390.475342
	Iteration 21Q: 3 clusters Score -4307088 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -4307208.500000 Penalty: 3390.475342
	Iteration 22Q: 3 clusters Score -4307208 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -4307326.500000 Penalty: 3390.475342
	Iteration 23Q: 3 clusters Score -4307326 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -4307429.000000 Penalty: 3390.475342
	Iteration 24Q: 3 clusters Score -4307429 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4307509.000000 Penalty: 3390.475342
	Iteration 25Q: 3 clusters Score -4307509 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -4307591.000000 Penalty: 3390.475342
	Iteration 26Q: 3 clusters Score -4307591 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -4307635.500000 Penalty: 3390.475342
	Iteration 27Q: 3 clusters Score -4307636 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -4307674.500000 Penalty: 3390.475342
	Iteration 28Q: 3 clusters Score -4307674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -4307693.500000 Penalty: 3390.475342
	Iteration 29Q: 3 clusters Score -4307694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -4307712.000000 Penalty: 3390.475342
	Iteration 30Q: 3 clusters Score -4307712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -4307730.000000 Penalty: 3390.475342
	Iteration 31Q: 3 clusters Score -4307730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -4307740.500000 Penalty: 3390.475342
	Iteration 32Q: 3 clusters Score -4307740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -4307748.000000 Penalty: 3390.475342
	Iteration 33Q: 3 clusters Score -4307748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -4307751.500000 Penalty: 3390.475342
	Iteration 34Q: 3 clusters Score -4307752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4307755.000000 Penalty: 3390.475342
	Iteration 35Q: 3 clusters Score -4307755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -4307767.500000 Penalty: 3390.475342
	Iteration 36Q: 3 clusters Score -4307768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -4307768.500000 Penalty: 3390.475342
	Iteration 37Q: 3 clusters Score -4307768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -4307768.500000 Penalty: 3390.475342
	Iteration 38Q: 3 clusters Score -4307768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -4307770.000000 Penalty: 3390.475342
	Iteration 39Q: 3 clusters Score -4307770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -4307768.500000 Penalty: 3390.475342
	Iteration 40F: 3 clusters Score -4307768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (82847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82847 members 
Entering Unmasked Estep 
Score: -10625756.000000 Penalty: 1840.271973
	Iteration 0F: 2 clusters Score -1.062576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -10570712.000000 Penalty: 3680.543945
	Iteration 0F: 3 clusters Score -1.057071e+07 nChanged 39629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -10593836.000000 Penalty: 3680.543945
	Iteration 1F: 3 clusters Score -1.059384e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -10594348.000000 Penalty: 3680.543945
	Iteration 2Q: 3 clusters Score -1.059435e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -10595254.000000 Penalty: 3680.543945
	Iteration 3Q: 3 clusters Score -1.059525e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -10596801.000000 Penalty: 3680.543945
	Iteration 4Q: 3 clusters Score -1.05968e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -10599833.000000 Penalty: 3680.543945
	Iteration 5F: 3 clusters Score -1.059983e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -10605050.000000 Penalty: 3680.543945
	Iteration 6F: 3 clusters Score -1.060505e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70796 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -10612516.000000 Penalty: 3680.543945
	Iteration 7F: 3 clusters Score -1.061252e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77588 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -10619146.000000 Penalty: 3680.543945
	Iteration 8F: 3 clusters Score -1.061915e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -10622568.000000 Penalty: 3680.543945
	Iteration 9Q: 3 clusters Score -1.062257e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10623629.000000 Penalty: 3680.543945
	Iteration 10Q: 3 clusters Score -1.062363e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82621 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10623945.000000 Penalty: 3680.543945
	Iteration 11Q: 3 clusters Score -1.062394e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82678 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10624038.000000 Penalty: 3680.543945
	Iteration 12Q: 3 clusters Score -1.062404e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10624097.000000 Penalty: 3680.543945
	Iteration 13Q: 3 clusters Score -1.06241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82694 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10624134.000000 Penalty: 3680.543945
	Iteration 14Q: 3 clusters Score -1.062413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82697 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10624153.000000 Penalty: 3680.543945
	Iteration 15Q: 3 clusters Score -1.062415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82697 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10624156.000000 Penalty: 3680.543945
	Iteration 16Q: 3 clusters Score -1.062416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10624164.000000 Penalty: 3680.543945
	Iteration 17Q: 3 clusters Score -1.062416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82696 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10624169.000000 Penalty: 3680.543945
	Iteration 18Q: 3 clusters Score -1.062417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82696 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10624169.000000 Penalty: 3680.543945
	Iteration 19F: 3 clusters Score -1.062417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Entering Unmasked Estep 
Score: -444797.312500 Penalty: 1328.755127
	Iteration 0F: 2 clusters Score -444797.3 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 1817 members 
Entering Unmasked Estep 
Score: -441760.093750 Penalty: 2657.510254
	Iteration 0F: 3 clusters Score -441760.1 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -442523.000000 Penalty: 2657.510254
	Iteration 1F: 3 clusters Score -442523 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -442702.531250 Penalty: 2657.510254
	Iteration 2F: 3 clusters Score -442702.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -442818.406250 Penalty: 2657.510254
	Iteration 3F: 3 clusters Score -442818.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -442894.937500 Penalty: 2657.510254
	Iteration 4Q: 3 clusters Score -442894.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -442988.875000 Penalty: 2657.510254
	Iteration 5Q: 3 clusters Score -442988.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -443105.343750 Penalty: 2657.510254
	Iteration 6Q: 3 clusters Score -443105.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -443230.062500 Penalty: 2657.510254
	Iteration 7Q: 3 clusters Score -443230.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -443328.718750 Penalty: 2657.510254
	Iteration 8Q: 3 clusters Score -443328.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -443414.000000 Penalty: 2657.510254
	Iteration 9Q: 3 clusters Score -443414 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -443522.625000 Penalty: 2657.510254
	Iteration 10Q: 3 clusters Score -443522.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -443634.562500 Penalty: 2657.510254
	Iteration 11Q: 3 clusters Score -443634.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -443746.531250 Penalty: 2657.510254
	Iteration 12Q: 3 clusters Score -443746.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -443815.593750 Penalty: 2657.510254
	Iteration 13Q: 3 clusters Score -443815.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -443865.156250 Penalty: 2657.510254
	Iteration 14Q: 3 clusters Score -443865.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -443912.593750 Penalty: 2657.510254
	Iteration 15Q: 3 clusters Score -443912.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -443952.031250 Penalty: 2657.510254
	Iteration 16Q: 3 clusters Score -443952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -443978.031250 Penalty: 2657.510254
	Iteration 17Q: 3 clusters Score -443978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -443998.750000 Penalty: 2657.510254
	Iteration 18Q: 3 clusters Score -443998.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -444016.000000 Penalty: 2657.510254
	Iteration 19Q: 3 clusters Score -444016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -444027.687500 Penalty: 2657.510254
	Iteration 20F: 3 clusters Score -444027.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -444033.281250 Penalty: 2657.510254
	Iteration 21Q: 3 clusters Score -444033.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -444034.875000 Penalty: 2657.510254
	Iteration 22Q: 3 clusters Score -444034.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -444036.218750 Penalty: 2657.510254
	Iteration 23Q: 3 clusters Score -444036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -444039.500000 Penalty: 2657.510254
	Iteration 24Q: 3 clusters Score -444039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -444040.468750 Penalty: 2657.510254
	Iteration 25Q: 3 clusters Score -444040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -444041.343750 Penalty: 2657.510254
	Iteration 26Q: 3 clusters Score -444041.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -444042.843750 Penalty: 2657.510254
	Iteration 27Q: 3 clusters Score -444042.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -444043.562500 Penalty: 2657.510254
	Iteration 28Q: 3 clusters Score -444043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -444045.125000 Penalty: 2657.510254
	Iteration 29Q: 3 clusters Score -444045.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -444046.031250 Penalty: 2657.510254
	Iteration 30Q: 3 clusters Score -444046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -444045.687500 Penalty: 2657.510254
	Iteration 31Q: 3 clusters Score -444045.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -444045.687500 Penalty: 2657.510254
	Iteration 32F: 3 clusters Score -444045.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Entering Unmasked Estep 
Score: -828675.750000 Penalty: 1424.969116
	Iteration 0F: 2 clusters Score -828675.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -823763.875000 Penalty: 2849.938232
	Iteration 0F: 3 clusters Score -823763.9 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -825163.125000 Penalty: 2849.938232
	Iteration 1F: 3 clusters Score -825163.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -825367.312500 Penalty: 2849.938232
	Iteration 2F: 3 clusters Score -825367.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -825535.750000 Penalty: 2849.938232
	Iteration 3F: 3 clusters Score -825535.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -825683.562500 Penalty: 2849.938232
	Iteration 4Q: 3 clusters Score -825683.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -825826.000000 Penalty: 2849.938232
	Iteration 5Q: 3 clusters Score -825826 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -825948.875000 Penalty: 2849.938232
	Iteration 6Q: 3 clusters Score -825948.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -826080.687500 Penalty: 2849.938232
	Iteration 7Q: 3 clusters Score -826080.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -826196.687500 Penalty: 2849.938232
	Iteration 8Q: 3 clusters Score -826196.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -826329.187500 Penalty: 2849.938232
	Iteration 9Q: 3 clusters Score -826329.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -826474.625000 Penalty: 2849.938232
	Iteration 10Q: 3 clusters Score -826474.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -826611.625000 Penalty: 2849.938232
	Iteration 11Q: 3 clusters Score -826611.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -826758.000000 Penalty: 2849.938232
	Iteration 12Q: 3 clusters Score -826758 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -826890.062500 Penalty: 2849.938232
	Iteration 13Q: 3 clusters Score -826890.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -827015.437500 Penalty: 2849.938232
	Iteration 14Q: 3 clusters Score -827015.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -827115.937500 Penalty: 2849.938232
	Iteration 15Q: 3 clusters Score -827115.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -827172.187500 Penalty: 2849.938232
	Iteration 16Q: 3 clusters Score -827172.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -827234.687500 Penalty: 2849.938232
	Iteration 17Q: 3 clusters Score -827234.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -827281.937500 Penalty: 2849.938232
	Iteration 18Q: 3 clusters Score -827281.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -827319.750000 Penalty: 2849.938232
	Iteration 19Q: 3 clusters Score -827319.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -827352.437500 Penalty: 2849.938232
	Iteration 20F: 3 clusters Score -827352.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -827371.750000 Penalty: 2849.938232
	Iteration 21Q: 3 clusters Score -827371.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -827388.125000 Penalty: 2849.938232
	Iteration 22Q: 3 clusters Score -827388.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -827401.500000 Penalty: 2849.938232
	Iteration 23Q: 3 clusters Score -827401.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -827413.812500 Penalty: 2849.938232
	Iteration 24Q: 3 clusters Score -827413.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -827426.812500 Penalty: 2849.938232
	Iteration 25Q: 3 clusters Score -827426.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -827437.187500 Penalty: 2849.938232
	Iteration 26Q: 3 clusters Score -827437.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -827443.312500 Penalty: 2849.938232
	Iteration 27Q: 3 clusters Score -827443.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -827446.750000 Penalty: 2849.938232
	Iteration 28Q: 3 clusters Score -827446.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -827452.125000 Penalty: 2849.938232
	Iteration 29Q: 3 clusters Score -827452.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -827453.500000 Penalty: 2849.938232
	Iteration 30Q: 3 clusters Score -827453.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -827453.750000 Penalty: 2849.938232
	Iteration 31Q: 3 clusters Score -827453.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -827455.125000 Penalty: 2849.938232
	Iteration 32Q: 3 clusters Score -827455.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -827457.312500 Penalty: 2849.938232
	Iteration 33Q: 3 clusters Score -827457.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -827459.500000 Penalty: 2849.938232
	Iteration 34Q: 3 clusters Score -827459.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -827459.875000 Penalty: 2849.938232
	Iteration 35Q: 3 clusters Score -827459.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -827458.500000 Penalty: 2849.938232
	Iteration 36Q: 3 clusters Score -827458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -827458.562500 Penalty: 2849.938232
	Iteration 37Q: 3 clusters Score -827458.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -827459.250000 Penalty: 2849.938232
	Iteration 38Q: 3 clusters Score -827459.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -827458.125000 Penalty: 2849.938232
	Iteration 39Q: 3 clusters Score -827458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -827458.125000 Penalty: 2849.938232
	Iteration 40F: 3 clusters Score -827458.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Entering Unmasked Estep 
Score: -668384.312500 Penalty: 1392.651733
	Iteration 0F: 2 clusters Score -668384.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -664256.125000 Penalty: 2785.303467
	Iteration 0F: 3 clusters Score -664256.1 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -665456.500000 Penalty: 2785.303467
	Iteration 1F: 3 clusters Score -665456.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -665673.687500 Penalty: 2785.303467
	Iteration 2F: 3 clusters Score -665673.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -665931.750000 Penalty: 2785.303467
	Iteration 3F: 3 clusters Score -665931.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -666198.437500 Penalty: 2785.303467
	Iteration 4F: 3 clusters Score -666198.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -666389.687500 Penalty: 2785.303467
	Iteration 5F: 3 clusters Score -666389.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -666554.625000 Penalty: 2785.303467
	Iteration 6Q: 3 clusters Score -666554.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -666701.687500 Penalty: 2785.303467
	Iteration 7Q: 3 clusters Score -666701.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -666809.812500 Penalty: 2785.303467
	Iteration 8Q: 3 clusters Score -666809.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -666880.375000 Penalty: 2785.303467
	Iteration 9Q: 3 clusters Score -666880.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -666937.750000 Penalty: 2785.303467
	Iteration 10Q: 3 clusters Score -666937.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -666973.000000 Penalty: 2785.303467
	Iteration 11Q: 3 clusters Score -666973 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -666996.187500 Penalty: 2785.303467
	Iteration 12Q: 3 clusters Score -666996.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -667013.812500 Penalty: 2785.303467
	Iteration 13Q: 3 clusters Score -667013.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -667030.187500 Penalty: 2785.303467
	Iteration 14Q: 3 clusters Score -667030.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -667042.562500 Penalty: 2785.303467
	Iteration 15Q: 3 clusters Score -667042.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -667052.187500 Penalty: 2785.303467
	Iteration 16Q: 3 clusters Score -667052.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -667055.625000 Penalty: 2785.303467
	Iteration 17Q: 3 clusters Score -667055.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -667062.625000 Penalty: 2785.303467
	Iteration 18Q: 3 clusters Score -667062.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -667066.625000 Penalty: 2785.303467
	Iteration 19Q: 3 clusters Score -667066.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -667069.937500 Penalty: 2785.303467
	Iteration 20F: 3 clusters Score -667069.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -667072.937500 Penalty: 2785.303467
	Iteration 21Q: 3 clusters Score -667072.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -667075.187500 Penalty: 2785.303467
	Iteration 22Q: 3 clusters Score -667075.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -667076.687500 Penalty: 2785.303467
	Iteration 23Q: 3 clusters Score -667076.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -667077.000000 Penalty: 2785.303467
	Iteration 24Q: 3 clusters Score -667077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -667079.187500 Penalty: 2785.303467
	Iteration 25Q: 3 clusters Score -667079.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -667081.625000 Penalty: 2785.303467
	Iteration 26Q: 3 clusters Score -667081.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -667081.937500 Penalty: 2785.303467
	Iteration 27Q: 3 clusters Score -667081.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -667083.812500 Penalty: 2785.303467
	Iteration 28Q: 3 clusters Score -667083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -667082.437500 Penalty: 2785.303467
	Iteration 29Q: 3 clusters Score -667082.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -667086.187500 Penalty: 2785.303467
	Iteration 30Q: 3 clusters Score -667086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -667084.937500 Penalty: 2785.303467
	Iteration 31Q: 3 clusters Score -667084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -667084.750000 Penalty: 2785.303467
	Iteration 32Q: 3 clusters Score -667084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -667085.500000 Penalty: 2785.303467
	Iteration 33Q: 3 clusters Score -667085.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -667085.312500 Penalty: 2785.303467
	Iteration 34Q: 3 clusters Score -667085.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -667085.312500 Penalty: 2785.303467
	Iteration 35F: 3 clusters Score -667085.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -22384.011719 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -22384.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21691.560547 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -21691.56 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21838.621094 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -21838.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21962.742188 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -21962.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22139.361328 Penalty: 1791.864380
	Iteration 3F: 3 clusters Score -22139.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22352.841797 Penalty: 1791.864380
	Iteration 4F: 3 clusters Score -22352.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22529.900391 Penalty: 1791.864380
	Iteration 5F: 3 clusters Score -22529.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22615.775391 Penalty: 1791.864380
	Iteration 6Q: 3 clusters Score -22615.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22694.849609 Penalty: 1791.864380
	Iteration 7Q: 3 clusters Score -22694.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22711.873047 Penalty: 1791.864380
	Iteration 8Q: 3 clusters Score -22711.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22711.873047 Penalty: 1791.864380
	Iteration 9F: 3 clusters Score -22711.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 136211 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 37024 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 64407 members 
Mstep: Class 7 contains 18381 members 
Mstep: Class 8 contains 117200 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 26921 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 42810 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 5336 members 
Mstep: Class 22 contains 25888 members 
Mstep: Class 23 contains 23470 members 
Mstep: Class 24 contains 117551 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 26 contains 166 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 1005 members 
Mstep: Class 30 contains 213 members 
Mstep: Class 31 contains 33936 members 
Mstep: Class 32 contains 82847 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 37 contains 82 members 
Entering Unmasked Estep 
Score: -108956408.000000 Penalty: 80105.234375
Splitting cluster 37 changes total score from -108957520.000000 to -108956408.000000
So it's not getting split.
25->36 Clusters: Score -108957520.000000, best is -108959680.000000

Main iterations: 2235 (time per=10067.118463ms)
Total iterations: 101637 (time per=221.376170ms)
Iterations metric 2: 3380769193984.000000 (time per=6.655293ns)
Iterations metric 3: 81144523522048.000000 (time per=277.283158ps)

That took 22500.009766 seconds.
